diff --git a/nnActive_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/loop_000/summary.json b/nnActive_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/loop_000/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..eba7155e9b252df9c8fca388a3a81a5fdc26df7c --- /dev/null +++ b/nnActive_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/loop_000/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.5194031146639607, + "FN": 62120.47066666665, + "FP": 51029.886666666665, + "IoU": 0.3884238306041832, + "TN": 96219340.42266665, + "TP": 124470.06000000001, + "n_pred": 175499.94666666668, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.619327867005119, + "FN": 67921.98, + "FP": 80976.96, + "IoU": 0.4699114045096153, + "TN": 96181695.74, + "TP": 126366.16, + "n_pred": 207343.12, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.49351409134981766, + "FN": 39473.92, + "FP": 25260.04, + "IoU": 0.34575832084767855, + "TN": 96357478.24, + "TP": 34748.64, + "n_pred": 60008.68, + "n_ref": 74222.56 + }, + "11": { + "Dice": 0.5793955902711629, + "FN": 1806.08, + "FP": 636.16, + "IoU": 0.4344114171778066, + "TN": 96452624.3, + "TP": 1894.3, + "n_pred": 2530.46, + "n_ref": 3700.38 + }, + "12": { + "Dice": 0.4301293715217569, + "FN": 2776.94, + "FP": 277.2, + "IoU": 0.3087035985755467, + "TN": 96452446.98, + "TP": 1459.72, + "n_pred": 1736.92, + "n_ref": 4236.66 + }, + "13": { + "Dice": 0.2990566042082942, + "FN": 44728.84, + "FP": 10959.34, + "IoU": 0.1906115996655131, + "TN": 96388143.36, + "TP": 13129.3, + "n_pred": 24088.64, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.5716033849363151, + "FN": 72457.4, + "FP": 29445.48, + "IoU": 0.4463745318765948, + "TN": 96289157.22, + "TP": 65900.74, + "n_pred": 95346.22, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.33663060833836406, + "FN": 37565.98, + "FP": 16781.32, + "IoU": 0.22719892420629445, + "TN": 96386132.48, + "TP": 16481.06, + "n_pred": 33262.38, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.37492305474628723, + "FN": 100359.56, + "FP": 40907.84, + "IoU": 0.2612379340523652, + "TN": 96259211.3, + "TP": 56482.14, + "n_pred": 97389.98, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.5447316366843822, + "FN": 58009.02, + "FP": 104113.48, + "IoU": 0.3868453839173749, + "TN": 96189444.78, + "TP": 105393.56, + "n_pred": 209507.04, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.541518900004758, + "FN": 9095.74, + "FP": 14994.74, + "IoU": 0.422419753977127, + "TN": 96415388.6, + "TP": 17481.76, + "n_pred": 32476.5, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.3835650057567555, + "FN": 12800.18, + "FP": 1578.52, + "IoU": 0.27145850613761213, + "TN": 96438230.16, + "TP": 4351.98, + "n_pred": 5930.5, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.8240070018635854, + "FN": 182028.32, + "FP": 334314.36, + "IoU": 0.7103261495235377, + "TN": 94763422.86, + "TP": 1177195.3, + "n_pred": 1511509.66, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.4786169442227534, + "FN": 215950.56, + "FP": 61731.24, + "IoU": 0.3419998603495929, + "TN": 96056304.94, + "TP": 122974.1, + "n_pred": 184705.34, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.7214792832147806, + "FN": 45430.08, + "FP": 34490.86, + "IoU": 0.5750848906503263, + "TN": 96290100.8, + "TP": 86939.1, + "n_pred": 121429.96, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.5925473758352799, + "FN": 41402.46, + "FP": 8980.76, + "IoU": 0.4340151835957618, + "TN": 96370324.58, + "TP": 36253.04, + "n_pred": 45233.8, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.4866932577250228, + "FN": 16733, + "FP": 143488, + "IoU": 0.32160912532073266, + "TN": 119357142, + "TP": 75957, + "n_pred": 219445, + "n_ref": 92690 + }, + "10": { + "Dice": 0.5114420736073321, + "FN": 39621, + "FP": 28611, + "IoU": 0.34358224462701786, + "TN": 119489374, + "TP": 35714, + "n_pred": 64325, + "n_ref": 75335 + }, + "11": { + "Dice": 0.6979754397610355, + "FN": 1443, + "FP": 377, + "IoU": 0.5360693346928371, + "TN": 119589397, + "TP": 2103, + "n_pred": 2480, + "n_ref": 3546 + }, + "12": { + "Dice": 0.431866513986586, + "FN": 3145, + "FP": 328, + "IoU": 0.27540162737325263, + "TN": 119588527, + "TP": 1320, + "n_pred": 1648, + "n_ref": 4465 + }, + "13": { + "Dice": 0.23261571106493967, + "FN": 44864, + "FP": 7213, + "IoU": 0.13161580790395197, + "TN": 119533350, + "TP": 7893, + "n_pred": 15106, + "n_ref": 52757 + }, + "14": { + "Dice": 0.2773593709388006, + "FN": 203200, + "FP": 27563, + "IoU": 0.16100826037637067, + "TN": 119318272, + "TP": 44285, + "n_pred": 71848, + "n_ref": 247485 + }, + "15": { + "Dice": 0.004360628831641109, + "FN": 32592, + "FP": 91160, + "IoU": 0.0021850785741354428, + "TN": 119469297, + "TP": 271, + "n_pred": 91431, + "n_ref": 32863 + }, + "2": { + "Dice": 0.11374960245945086, + "FN": 132214, + "FP": 1546, + "IoU": 0.06030461417411342, + "TN": 119450976, + "TP": 8584, + "n_pred": 10130, + "n_ref": 140798 + }, + "3": { + "Dice": 0.5964372147463693, + "FN": 15978, + "FP": 192963, + "IoU": 0.424945161707597, + "TN": 119229979, + "TP": 154400, + "n_pred": 347363, + "n_ref": 170378 + }, + "4": { + "Dice": 0.7533014011370249, + "FN": 27220, + "FP": 5846, + "IoU": 0.6042369838420107, + "TN": 119509770, + "TP": 50484, + "n_pred": 56330, + "n_ref": 77704 + }, + "5": { + "Dice": 0.011962906959628535, + "FN": 63817, + "FP": 10020, + "IoU": 0.006017446556458995, + "TN": 119519036, + "TP": 447, + "n_pred": 10467, + "n_ref": 64264 + }, + "6": { + "Dice": 0.8392646609726794, + "FN": 284643, + "FP": 59054, + "IoU": 0.7230456700628853, + "TN": 118352332, + "TP": 897291, + "n_pred": 956345, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 86642, + "IoU": 0.0, + "TN": 119506678, + "TP": 0, + "n_pred": 86642, + "n_ref": 0 + }, + "8": { + "Dice": 0.5510730179660458, + "FN": 161128, + "FP": 43145, + "IoU": 0.38033180746794315, + "TN": 119263671, + "TP": 125376, + "n_pred": 168521, + "n_ref": 286504 + }, + "9": { + "Dice": 0.6838465119372216, + "FN": 35402, + "FP": 2630, + "IoU": 0.5195796068920217, + "TN": 119514156, + "TP": 41132, + "n_pred": 43762, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7384608397483934, + "FN": 25965, + "FP": 89209, + "IoU": 0.5853649755914923, + "TN": 72547888, + "TP": 162598, + "n_pred": 251807, + "n_ref": 188563 + }, + "10": { + "Dice": 0.3209354767797247, + "FN": 45822, + "FP": 49939, + "IoU": 0.19113945434580623, + "TN": 72707270, + "TP": 22629, + "n_pred": 72568, + "n_ref": 68451 + }, + "11": { + "Dice": 0.6248224936097699, + "FN": 1147, + "FP": 174, + "IoU": 0.4543577034283354, + "TN": 72823239, + "TP": 1100, + "n_pred": 1274, + "n_ref": 2247 + }, + "12": { + "Dice": 0.28394714647174585, + "FN": 2369, + "FP": 178, + "IoU": 0.16546526867627784, + "TN": 72822608, + "TP": 505, + "n_pred": 683, + "n_ref": 2874 + }, + "13": { + "Dice": 0.3301382108230764, + "FN": 38180, + "FP": 10529, + "IoU": 0.1977039135590987, + "TN": 72764948, + "TP": 12003, + "n_pred": 22532, + "n_ref": 50183 + }, + "14": { + "Dice": 0.798684047028751, + "FN": 9398, + "FP": 24625, + "IoU": 0.6648409563307163, + "TN": 72724147, + "TP": 67490, + "n_pred": 92115, + "n_ref": 76888 + }, + "15": { + "Dice": 0.5165348424928405, + "FN": 27330, + "FP": 1032, + "IoU": 0.3481947923609036, + "TN": 72782147, + "TP": 15151, + "n_pred": 16183, + "n_ref": 42481 + }, + "2": { + "Dice": 0.3071763666455121, + "FN": 111158, + "FP": 194, + "IoU": 0.18145798569506824, + "TN": 72689623, + "TP": 24685, + "n_pred": 24879, + "n_ref": 135843 + }, + "3": { + "Dice": 0.6785636429361819, + "FN": 4195, + "FP": 112290, + "IoU": 0.5135045961985825, + "TN": 72586223, + "TP": 122952, + "n_pred": 235242, + "n_ref": 127147 + }, + "4": { + "Dice": 0.7495300187992481, + "FN": 8271, + "FP": 4253, + "IoU": 0.5993986501615328, + "TN": 72794397, + "TP": 18739, + "n_pred": 22992, + "n_ref": 27010 + }, + "5": { + "Dice": 0.5526231091084648, + "FN": 5205, + "FP": 355, + "IoU": 0.38181009561930174, + "TN": 72816666, + "TP": 3434, + "n_pred": 3789, + "n_ref": 8639 + }, + "6": { + "Dice": 0.8681221338336398, + "FN": 161126, + "FP": 156874, + "IoU": 0.7669750949136819, + "TN": 71460999, + "TP": 1046661, + "n_pred": 1203535, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.5636134927025932, + "FN": 131795, + "FP": 34031, + "IoU": 0.3923828926540423, + "TN": 72552748, + "TP": 107086, + "n_pred": 141117, + "n_ref": 238881 + }, + "8": { + "Dice": 0.8673848530428067, + "FN": 4852, + "FP": 11459, + "IoU": 0.7658248747361923, + "TN": 72756007, + "TP": 53342, + "n_pred": 64801, + "n_ref": 58194 + }, + "9": { + "Dice": 0.7751523939160798, + "FN": 25594, + "FP": 4800, + "IoU": 0.6328561937549073, + "TN": 72742875, + "TP": 52391, + "n_pred": 57191, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6001108020180113, + "FN": 107308, + "FP": 96242, + "IoU": 0.42868450080413606, + "TN": 71453205, + "TP": 152733, + "n_pred": 248975, + "n_ref": 260041 + }, + "10": { + "Dice": 0.682202301605743, + "FN": 37935, + "FP": 14037, + "IoU": 0.5176836341701081, + "TN": 71701733, + "TP": 55783, + "n_pred": 69820, + "n_ref": 93718 + }, + "11": { + "Dice": 0.5844713226687476, + "FN": 1871, + "FP": 259, + "IoU": 0.41289966923925026, + "TN": 71805860, + "TP": 1498, + "n_pred": 1757, + "n_ref": 3369 + }, + "12": { + "Dice": 0.12831359278059787, + "FN": 6054, + "FP": 128, + "IoU": 0.0685550700617749, + "TN": 71802851, + "TP": 455, + "n_pred": 583, + "n_ref": 6509 + }, + "13": { + "Dice": 0.2659055118110236, + "FN": 53770, + "FP": 2168, + "IoU": 0.15333969032375244, + "TN": 71743419, + "TP": 10131, + "n_pred": 12299, + "n_ref": 63901 + }, + "14": { + "Dice": 0.19629183938785483, + "FN": 465324, + "FP": 191, + "IoU": 0.10882682890409333, + "TN": 71287126, + "TP": 56847, + "n_pred": 57038, + "n_ref": 522171 + }, + "15": { + "Dice": 0.0, + "FN": 180663, + "FP": 6483, + "IoU": 0.0, + "TN": 71622342, + "TP": 0, + "n_pred": 6483, + "n_ref": 180663 + }, + "2": { + "Dice": 0.26776976190936697, + "FN": 119185, + "FP": 32249, + "IoU": 0.15458093042211218, + "TN": 71630365, + "TP": 27689, + "n_pred": 59938, + "n_ref": 146874 + }, + "3": { + "Dice": 0.5814606172774509, + "FN": 41419, + "FP": 165275, + "IoU": 0.40990093356553514, + "TN": 71459218, + "TP": 143576, + "n_pred": 308851, + "n_ref": 184995 + }, + "4": { + "Dice": 0.5930185966483608, + "FN": 1395, + "FP": 15872, + "IoU": 0.42148289610346096, + "TN": 71779641, + "TP": 12580, + "n_pred": 28452, + "n_ref": 13975 + }, + "5": { + "Dice": 0.526463963963964, + "FN": 6603, + "FP": 125, + "IoU": 0.3572793274742071, + "TN": 71799020, + "TP": 3740, + "n_pred": 3865, + "n_ref": 10343 + }, + "6": { + "Dice": 0.8691448525645972, + "FN": 127288, + "FP": 210231, + "IoU": 0.7685731055260946, + "TN": 70351062, + "TP": 1120907, + "n_pred": 1331138, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.8024858266215719, + "FN": 54100, + "FP": 35018, + "IoU": 0.6701263704943033, + "TN": 71539330, + "TP": 181040, + "n_pred": 216058, + "n_ref": 235140 + }, + "8": { + "Dice": 0.7831900554141081, + "FN": 15868, + "FP": 20323, + "IoU": 0.6436420567557455, + "TN": 71707930, + "TP": 65367, + "n_pred": 85690, + "n_ref": 81235 + }, + "9": { + "Dice": 0.6320066056279365, + "FN": 44910, + "FP": 5451, + "IoU": 0.46199536359460297, + "TN": 71715881, + "TP": 43246, + "n_pred": 48697, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8109253194699244, + "FN": 59926, + "FP": 12012, + "IoU": 0.6819801419944652, + "TN": 135219304, + "TP": 154268, + "n_pred": 166280, + "n_ref": 214194 + }, + "10": { + "Dice": 0.7165229007091191, + "FN": 34714, + "FP": 5182, + "IoU": 0.55826699292492, + "TN": 135355193, + "TP": 50421, + "n_pred": 55603, + "n_ref": 85135 + }, + "11": { + "Dice": 0.6738845144356955, + "FN": 1493, + "FP": 495, + "IoU": 0.508164275111331, + "TN": 135441468, + "TP": 2054, + "n_pred": 2549, + "n_ref": 3547 + }, + "12": { + "Dice": 0.6519948217017771, + "FN": 2738, + "FP": 219, + "IoU": 0.48367382573773354, + "TN": 135439783, + "TP": 2770, + "n_pred": 2989, + "n_ref": 5508 + }, + "13": { + "Dice": 0.3875437203250934, + "FN": 29105, + "FP": 7142, + "IoU": 0.24034370742952949, + "TN": 135397795, + "TP": 11468, + "n_pred": 18610, + "n_ref": 40573 + }, + "14": { + "Dice": 0.8336835466035026, + "FN": 21411, + "FP": 27108, + "IoU": 0.714800467896757, + "TN": 135275387, + "TP": 121604, + "n_pred": 148712, + "n_ref": 143015 + }, + "15": { + "Dice": 0.2913237242542257, + "FN": 36787, + "FP": 33817, + "IoU": 0.1704967338690728, + "TN": 135360394, + "TP": 14512, + "n_pred": 48329, + "n_ref": 51299 + }, + "2": { + "Dice": 0.4759092385721435, + "FN": 128233, + "FP": 50842, + "IoU": 0.31225780682922333, + "TN": 135185129, + "TP": 81306, + "n_pred": 132148, + "n_ref": 209539 + }, + "3": { + "Dice": 0.4956993597570379, + "FN": 90251, + "FP": 187718, + "IoU": 0.329521470972037, + "TN": 135030927, + "TP": 136614, + "n_pred": 324332, + "n_ref": 226865 + }, + "4": { + "Dice": 0.7756873767481923, + "FN": 2620, + "FP": 17172, + "IoU": 0.633569696184252, + "TN": 135391497, + "TP": 34221, + "n_pred": 51393, + "n_ref": 36841 + }, + "5": { + "Dice": 0.3959328218060847, + "FN": 20665, + "FP": 1851, + "IoU": 0.24683057367452751, + "TN": 135415615, + "TP": 7379, + "n_pred": 9230, + "n_ref": 28044 + }, + "6": { + "Dice": 0.8573830556030818, + "FN": 356969, + "FP": 77314, + "IoU": 0.7503678812111569, + "TN": 133705818, + "TP": 1305409, + "n_pred": 1382723, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.47506799637352676, + "FN": 109890, + "FP": 86970, + "IoU": 0.31153388822829964, + "TN": 135159570, + "TP": 89080, + "n_pred": 176050, + "n_ref": 198970 + }, + "8": { + "Dice": 0.4957402865625403, + "FN": 174414, + "FP": 59976, + "IoU": 0.32955764362637835, + "TN": 135095905, + "TP": 115215, + "n_pred": 175191, + "n_ref": 289629 + }, + "9": { + "Dice": 0.3274575538012328, + "FN": 78352, + "FP": 2495, + "IoU": 0.19578430104745895, + "TN": 135344981, + "TP": 19682, + "n_pred": 22177, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6443799621166324, + "FN": 128302, + "FP": 12882, + "IoU": 0.4753396557362428, + "TN": 105484909, + "TP": 127912, + "n_pred": 140794, + "n_ref": 256214 + }, + "10": { + "Dice": 0.25739169200885254, + "FN": 44319, + "FP": 48963, + "IoU": 0.1477048461369783, + "TN": 105644557, + "TP": 16166, + "n_pred": 65129, + "n_ref": 60485 + }, + "11": { + "Dice": 0.6559160676122013, + "FN": 781, + "FP": 990, + "IoU": 0.4880023128071697, + "TN": 105750546, + "TP": 1688, + "n_pred": 2678, + "n_ref": 2469 + }, + "12": { + "Dice": 0.5283191230207065, + "FN": 2669, + "FP": 429, + "IoU": 0.3589902751913925, + "TN": 105749172, + "TP": 1735, + "n_pred": 2164, + "n_ref": 4404 + }, + "13": { + "Dice": 0.26742755061532353, + "FN": 67429, + "FP": 6385, + "IoU": 0.15435288187244378, + "TN": 105666718, + "TP": 13473, + "n_pred": 19858, + "n_ref": 80902 + }, + "14": { + "Dice": 0.6562243224149589, + "FN": 88686, + "FP": 24695, + "IoU": 0.48834365241249844, + "TN": 105532409, + "TP": 108215, + "n_pred": 132910, + "n_ref": 196901 + }, + "15": { + "Dice": 0.44867872542178805, + "FN": 15393, + "FP": 15422, + "IoU": 0.28922360105180606, + "TN": 105710651, + "TP": 12539, + "n_pred": 27961, + "n_ref": 27932 + }, + "2": { + "Dice": 0.6668893794119759, + "FN": 46090, + "FP": 60603, + "IoU": 0.5002505936962804, + "TN": 105540512, + "TP": 106800, + "n_pred": 167403, + "n_ref": 152890 + }, + "3": { + "Dice": 0.7091399222496524, + "FN": 46506, + "FP": 55996, + "IoU": 0.5493546004501969, + "TN": 105526549, + "TP": 124954, + "n_pred": 180950, + "n_ref": 171460 + }, + "4": { + "Dice": 0.602527448766307, + "FN": 15775, + "FP": 17313, + "IoU": 0.4311551223202159, + "TN": 105695838, + "TP": 25079, + "n_pred": 42392, + "n_ref": 40854 + }, + "5": { + "Dice": 0.32459825298393014, + "FN": 9931, + "FP": 198, + "IoU": 0.19374353259571758, + "TN": 105741442, + "TP": 2434, + "n_pred": 2632, + "n_ref": 12365 + }, + "6": { + "Dice": 0.8558834175036608, + "FN": 59887, + "FP": 437422, + "IoU": 0.7480736059573714, + "TN": 103779980, + "TP": 1476716, + "n_pred": 1914138, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.6998467990508123, + "FN": 76976, + "FP": 87206, + "IoU": 0.5382802569265555, + "TN": 105398417, + "TP": 191406, + "n_pred": 278612, + "n_ref": 268382 + }, + "8": { + "Dice": 0.6131428286569958, + "FN": 8720, + "FP": 92165, + "IoU": 0.4421095707088861, + "TN": 105573172, + "TP": 79948, + "n_pred": 172113, + "n_ref": 88668 + }, + "9": { + "Dice": 0.7105658691148393, + "FN": 22331, + "FP": 20419, + "IoU": 0.5510679856341756, + "TN": 105658779, + "TP": 52476, + "n_pred": 72895, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8197789646948167, + "FN": 58021, + "FP": 27819, + "IoU": 0.6945978254682075, + "TN": 96856808, + "TP": 195232, + "n_pred": 223051, + "n_ref": 253253 + }, + "10": { + "Dice": 0.7004998647835228, + "FN": 32275, + "FP": 36389, + "IoU": 0.5390533219658573, + "TN": 96988917, + "TP": 80299, + "n_pred": 116688, + "n_ref": 112574 + }, + "11": { + "Dice": 0.659310813104736, + "FN": 1619, + "FP": 388, + "IoU": 0.4917700683717397, + "TN": 97133931, + "TP": 1942, + "n_pred": 2330, + "n_ref": 3561 + }, + "12": { + "Dice": 0.7759699624530664, + "FN": 1108, + "FP": 861, + "IoU": 0.6339468302658486, + "TN": 97132501, + "TP": 3410, + "n_pred": 4271, + "n_ref": 4518 + }, + "13": { + "Dice": 0.627361443564721, + "FN": 24343, + "FP": 6014, + "IoU": 0.45704780812362505, + "TN": 97081969, + "TP": 25554, + "n_pred": 31568, + "n_ref": 49897 + }, + "14": { + "Dice": 0.7978054187787423, + "FN": 82916, + "FP": 9107, + "IoU": 0.6636242013071513, + "TN": 96864308, + "TP": 181549, + "n_pred": 190656, + "n_ref": 264465 + }, + "15": { + "Dice": 0.14554986893022095, + "FN": 18291, + "FP": 29624, + "IoU": 0.07848680667743672, + "TN": 97085884, + "TP": 4081, + "n_pred": 33705, + "n_ref": 22372 + }, + "2": { + "Dice": 0.5830950065086209, + "FN": 17507, + "FP": 154799, + "IoU": 0.4115272436663684, + "TN": 96845078, + "TP": 120496, + "n_pred": 275295, + "n_ref": 138003 + }, + "3": { + "Dice": 0.16201564311490668, + "FN": 143580, + "FP": 10377, + "IoU": 0.08814854299928927, + "TN": 96969040, + "TP": 14883, + "n_pred": 25260, + "n_ref": 158463 + }, + "4": { + "Dice": 0.6793289856419928, + "FN": 1923, + "FP": 22220, + "IoU": 0.5143816879877705, + "TN": 97088164, + "TP": 25573, + "n_pred": 47793, + "n_ref": 27496 + }, + "5": { + "Dice": 0.5529734675205855, + "FN": 8589, + "FP": 1183, + "IoU": 0.3821446636317653, + "TN": 97122064, + "TP": 6044, + "n_pred": 7227, + "n_ref": 14633 + }, + "6": { + "Dice": 0.8524545077053333, + "FN": 77674, + "FP": 414806, + "IoU": 0.7428502951989636, + "TN": 95222731, + "TP": 1422669, + "n_pred": 1837475, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.7273788077688809, + "FN": 62258, + "FP": 81659, + "IoU": 0.5715595592854017, + "TN": 96801971, + "TP": 191992, + "n_pred": 273651, + "n_ref": 254250 + }, + "8": { + "Dice": 0.8777491920474249, + "FN": 10862, + "FP": 21783, + "IoU": 0.7821328225628842, + "TN": 96988041, + "TP": 117194, + "n_pred": 138977, + "n_ref": 128056 + }, + "9": { + "Dice": 0.6884153506634949, + "FN": 20541, + "FP": 22945, + "IoU": 0.5248729855230811, + "TN": 97046355, + "TP": 48039, + "n_pred": 70984, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7095999695402595, + "FN": 15094, + "FP": 114567, + "IoU": 0.5499069689942931, + "TN": 130478716, + "TP": 158415, + "n_pred": 272982, + "n_ref": 173509 + }, + "10": { + "Dice": 0.5991600982039023, + "FN": 30879, + "FP": 31163, + "IoU": 0.4277148997795427, + "TN": 130658381, + "TP": 46369, + "n_pred": 77532, + "n_ref": 77248 + }, + "11": { + "Dice": 0.6665611647412565, + "FN": 1943, + "FP": 164, + "IoU": 0.49988131972466177, + "TN": 130762579, + "TP": 2106, + "n_pred": 2270, + "n_ref": 4049 + }, + "12": { + "Dice": 0.11391328988381978, + "FN": 3127, + "FP": 0, + "IoU": 0.060396634615384616, + "TN": 130763464, + "TP": 201, + "n_pred": 201, + "n_ref": 3328 + }, + "13": { + "Dice": 0.3400241925948832, + "FN": 42674, + "FP": 29891, + "IoU": 0.20483683622257776, + "TN": 130675534, + "TP": 18693, + "n_pred": 48584, + "n_ref": 61367 + }, + "14": { + "Dice": 0.9108966539141987, + "FN": 16807, + "FP": 11095, + "IoU": 0.8363730193171556, + "TN": 130596270, + "TP": 142620, + "n_pred": 153715, + "n_ref": 159427 + }, + "15": { + "Dice": 0.5234434349266158, + "FN": 11564, + "FP": 19802, + "IoU": 0.3545027988146197, + "TN": 130718200, + "TP": 17226, + "n_pred": 37028, + "n_ref": 28790 + }, + "2": { + "Dice": 0.2525933128441667, + "FN": 140483, + "FP": 12482, + "IoU": 0.144553248365611, + "TN": 130587979, + "TP": 25848, + "n_pred": 38330, + "n_ref": 166331 + }, + "3": { + "Dice": 0.603985193681247, + "FN": 21238, + "FP": 168661, + "IoU": 0.43264956141399175, + "TN": 130432080, + "TP": 144813, + "n_pred": 313474, + "n_ref": 166051 + }, + "4": { + "Dice": 0.6723229846972976, + "FN": 12384, + "FP": 4725, + "IoU": 0.5063904676726003, + "TN": 130732131, + "TP": 17552, + "n_pred": 22277, + "n_ref": 29936 + }, + "5": { + "Dice": 0.387202852614897, + "FN": 21536, + "FP": 9398, + "IoU": 0.2400815584543199, + "TN": 130726085, + "TP": 9773, + "n_pred": 19171, + "n_ref": 31309 + }, + "6": { + "Dice": 0.868247677287515, + "FN": 263438, + "FP": 62410, + "IoU": 0.7671711026018262, + "TN": 129367275, + "TP": 1073669, + "n_pred": 1136079, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.6884027135567901, + "FN": 179432, + "FP": 61481, + "IoU": 0.5248582935266668, + "TN": 130259758, + "TP": 266121, + "n_pred": 327602, + "n_ref": 445553 + }, + "8": { + "Dice": 0.7374757362224443, + "FN": 70459, + "FP": 43282, + "IoU": 0.5841279707495429, + "TN": 130493292, + "TP": 159759, + "n_pred": 203041, + "n_ref": 230218 + }, + "9": { + "Dice": 0.3892677876066356, + "FN": 76088, + "FP": 5311, + "IoU": 0.2416713247624371, + "TN": 130659452, + "TP": 25941, + "n_pred": 31252, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.48639575196383905, + "FN": 90009, + "FP": 144061, + "IoU": 0.3213493570693379, + "TN": 71891103, + "TP": 110835, + "n_pred": 254896, + "n_ref": 200844 + }, + "10": { + "Dice": 0.3102183936142415, + "FN": 44261, + "FP": 37574, + "IoU": 0.18358490377804604, + "TN": 72135771, + "TP": 18402, + "n_pred": 55976, + "n_ref": 62663 + }, + "11": { + "Dice": 0.0, + "FN": 2687, + "FP": 3, + "IoU": 0.0, + "TN": 72233318, + "TP": 0, + "n_pred": 3, + "n_ref": 2687 + }, + "12": { + "Dice": 0.6898047722342733, + "FN": 1686, + "FP": 459, + "IoU": 0.5264900662251656, + "TN": 72231478, + "TP": 2385, + "n_pred": 2844, + "n_ref": 4071 + }, + "13": { + "Dice": 0.25036967411364186, + "FN": 59517, + "FP": 5880, + "IoU": 0.14309861369532745, + "TN": 72159690, + "TP": 10921, + "n_pred": 16801, + "n_ref": 70438 + }, + "14": { + "Dice": 0.457366736290492, + "FN": 36839, + "FP": 50971, + "IoU": 0.2964844250737085, + "TN": 72111192, + "TP": 37006, + "n_pred": 87977, + "n_ref": 73845 + }, + "15": { + "Dice": 0.6483900986413549, + "FN": 10897, + "FP": 7995, + "IoU": 0.4797168901985624, + "TN": 72199697, + "TP": 17419, + "n_pred": 25414, + "n_ref": 28316 + }, + "2": { + "Dice": 0.35461607683972746, + "FN": 79022, + "FP": 96687, + "IoU": 0.2155217830004197, + "TN": 72012026, + "TP": 48273, + "n_pred": 144960, + "n_ref": 127295 + }, + "3": { + "Dice": 0.4414562593180397, + "FN": 99402, + "FP": 74805, + "IoU": 0.2832491946134762, + "TN": 71992957, + "TP": 68844, + "n_pred": 143649, + "n_ref": 168246 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 38265, + "IoU": 0.0, + "TN": 72197743, + "TP": 0, + "n_pred": 38265, + "n_ref": 0 + }, + "5": { + "Dice": 0.8225235128862831, + "FN": 1493, + "FP": 1413, + "IoU": 0.6985477178423236, + "TN": 72226368, + "TP": 6734, + "n_pred": 8147, + "n_ref": 8227 + }, + "6": { + "Dice": 0.6227842292325391, + "FN": 314830, + "FP": 1135158, + "IoU": 0.4522052698289166, + "TN": 69589053, + "TP": 1196967, + "n_pred": 2332125, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.16805837691123807, + "FN": 300005, + "FP": 88654, + "IoU": 0.09173784513279507, + "TN": 71808093, + "TP": 39256, + "n_pred": 127910, + "n_ref": 339261 + }, + "8": { + "Dice": 0.8848678478071449, + "FN": 6647, + "FP": 9209, + "IoU": 0.7935094025108089, + "TN": 72159220, + "TP": 60932, + "n_pred": 70141, + "n_ref": 67579 + }, + "9": { + "Dice": 0.4335042363084957, + "FN": 33682, + "FP": 7973, + "IoU": 0.2767350198808883, + "TN": 72178415, + "TP": 15938, + "n_pred": 23911, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.29165138988582434, + "FN": 60753, + "FP": 76418, + "IoU": 0.170721238135542, + "TN": 52387710, + "TP": 28239, + "n_pred": 104657, + "n_ref": 88992 + }, + "10": { + "Dice": 0.08864120881175899, + "FN": 44814, + "FP": 3920, + "IoU": 0.04637601753287414, + "TN": 52502016, + "TP": 2370, + "n_pred": 6290, + "n_ref": 47184 + }, + "11": { + "Dice": 0.0, + "FN": 2042, + "FP": 0, + "IoU": 0.0, + "TN": 52551078, + "TP": 0, + "n_pred": 0, + "n_ref": 2042 + }, + "12": { + "Dice": 0.07296538821328344, + "FN": 3910, + "FP": 54, + "IoU": 0.037864077669902914, + "TN": 52549000, + "TP": 156, + "n_pred": 210, + "n_ref": 4066 + }, + "13": { + "Dice": 0.002946050451113975, + "FN": 21583, + "FP": 77, + "IoU": 0.0014751982297621243, + "TN": 52531428, + "TP": 32, + "n_pred": 109, + "n_ref": 21615 + }, + "14": { + "Dice": 0.13259251097854657, + "FN": 51625, + "FP": 3484, + "IoU": 0.07100352320426156, + "TN": 52493799, + "TP": 4212, + "n_pred": 7696, + "n_ref": 55837 + }, + "15": { + "Dice": 0.0, + "FN": 25269, + "FP": 252, + "IoU": 0.0, + "TN": 52527599, + "TP": 0, + "n_pred": 252, + "n_ref": 25269 + }, + "2": { + "Dice": 0.0, + "FN": 135076, + "FP": 0, + "IoU": 0.0, + "TN": 52418044, + "TP": 0, + "n_pred": 0, + "n_ref": 135076 + }, + "3": { + "Dice": 0.5479141357622037, + "FN": 51536, + "FP": 99552, + "IoU": 0.3773290197613798, + "TN": 52310475, + "TP": 91557, + "n_pred": 191109, + "n_ref": 143093 + }, + "4": { + "Dice": 0.0, + "FN": 1880, + "FP": 557, + "IoU": 0.0, + "TN": 52550683, + "TP": 0, + "n_pred": 557, + "n_ref": 1880 + }, + "5": { + "Dice": 0.5577199097806028, + "FN": 3562, + "FP": 752, + "IoU": 0.3866932044355985, + "TN": 52546086, + "TP": 2720, + "n_pred": 3472, + "n_ref": 6282 + }, + "6": { + "Dice": 0.8474337757305348, + "FN": 107394, + "FP": 132205, + "IoU": 0.7352582071955706, + "TN": 51648091, + "TP": 665430, + "n_pred": 797635, + "n_ref": 772824 + }, + "7": { + "Dice": 0.07628225826482203, + "FN": 185386, + "FP": 563, + "IoU": 0.03965356071209077, + "TN": 52359493, + "TP": 7678, + "n_pred": 8241, + "n_ref": 193064 + }, + "8": { + "Dice": 0.6832919587411057, + "FN": 14254, + "FP": 27719, + "IoU": 0.5189396110073237, + "TN": 52465869, + "TP": 45278, + "n_pred": 72997, + "n_ref": 59532 + }, + "9": { + "Dice": 0.4159879366276128, + "FN": 57124, + "FP": 1745, + "IoU": 0.2626166468340953, + "TN": 52473285, + "TP": 20966, + "n_pred": 22711, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7339609388540725, + "FN": 51345, + "FP": 123639, + "IoU": 0.5797300899940196, + "TN": 143720889, + "TP": 241377, + "n_pred": 365016, + "n_ref": 292722 + }, + "10": { + "Dice": 0.2617284690788093, + "FN": 80817, + "FP": 17695, + "IoU": 0.15056823081035403, + "TN": 144021276, + "TP": 17462, + "n_pred": 35157, + "n_ref": 98279 + }, + "11": { + "Dice": 0.5393234446697257, + "FN": 4092, + "FP": 225, + "IoU": 0.36922852133255407, + "TN": 144130406, + "TP": 2527, + "n_pred": 2752, + "n_ref": 6619 + }, + "12": { + "Dice": 0.6561514195583596, + "FN": 2526, + "FP": 744, + "IoU": 0.48826291079812206, + "TN": 144130860, + "TP": 3120, + "n_pred": 3864, + "n_ref": 5646 + }, + "13": { + "Dice": 0.36596137183106464, + "FN": 78115, + "FP": 12621, + "IoU": 0.2239612733275175, + "TN": 144020328, + "TP": 26186, + "n_pred": 38807, + "n_ref": 104301 + }, + "14": { + "Dice": 0.2821345207444537, + "FN": 342042, + "FP": 4252, + "IoU": 0.16423551445175988, + "TN": 143722906, + "TP": 68050, + "n_pred": 72302, + "n_ref": 410092 + }, + "15": { + "Dice": 0.24578991555138524, + "FN": 17689, + "FP": 12855, + "IoU": 0.14011429858393626, + "TN": 144101729, + "TP": 4977, + "n_pred": 17832, + "n_ref": 22666 + }, + "2": { + "Dice": 0.5281950729386535, + "FN": 67594, + "FP": 58251, + "IoU": 0.3588757336159113, + "TN": 143940962, + "TP": 70443, + "n_pred": 128694, + "n_ref": 138037 + }, + "3": { + "Dice": 0.618466485674372, + "FN": 68609, + "FP": 61666, + "IoU": 0.4476666539474186, + "TN": 143901387, + "TP": 105588, + "n_pred": 167254, + "n_ref": 174197 + }, + "4": { + "Dice": 0.8658161177245147, + "FN": 2512, + "FP": 12570, + "IoU": 0.7633824913711955, + "TN": 144073510, + "TP": 48658, + "n_pred": 61228, + "n_ref": 51170 + }, + "5": { + "Dice": 0.5164388335979553, + "FN": 18796, + "FP": 6178, + "IoU": 0.3481075437222657, + "TN": 144098940, + "TP": 13336, + "n_pred": 19514, + "n_ref": 32132 + }, + "6": { + "Dice": 0.7853942973407954, + "FN": 125668, + "FP": 548113, + "IoU": 0.6466249052028057, + "TN": 142230548, + "TP": 1232921, + "n_pred": 1781034, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.5525679334927602, + "FN": 126828, + "FP": 71124, + "IoU": 0.3817574214907007, + "TN": 143817065, + "TP": 122233, + "n_pred": 193357, + "n_ref": 249061 + }, + "8": { + "Dice": 0.6498043007781922, + "FN": 87999, + "FP": 64105, + "IoU": 0.48126675351781245, + "TN": 143844028, + "TP": 141118, + "n_pred": 205223, + "n_ref": 229117 + }, + "9": { + "Dice": 0.4641752844229432, + "FN": 63085, + "FP": 9351, + "IoU": 0.3022319407384574, + "TN": 144033439, + "TP": 31375, + "n_pred": 40726, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7186784874137848, + "FN": 34374, + "FP": 106262, + "IoU": 0.5608884892310959, + "TN": 111458646, + "TP": 179638, + "n_pred": 285900, + "n_ref": 214012 + }, + "10": { + "Dice": 0.4478035744112243, + "FN": 27235, + "FP": 19049, + "IoU": 0.2884967179597547, + "TN": 111713869, + "TP": 18767, + "n_pred": 37816, + "n_ref": 46002 + }, + "11": { + "Dice": 0.5444212919113468, + "FN": 2358, + "FP": 47, + "IoU": 0.3740239458615304, + "TN": 111775078, + "TP": 1437, + "n_pred": 1484, + "n_ref": 3795 + }, + "12": { + "Dice": 0.43823773898586865, + "FN": 3342, + "FP": 37, + "IoU": 0.280604641260379, + "TN": 111774223, + "TP": 1318, + "n_pred": 1355, + "n_ref": 4660 + }, + "13": { + "Dice": 0.5035610656818781, + "FN": 31944, + "FP": 9460, + "IoU": 0.33650625771196896, + "TN": 111716517, + "TP": 20999, + "n_pred": 30459, + "n_ref": 52943 + }, + "14": { + "Dice": 0.6584405788903032, + "FN": 8171, + "FP": 78775, + "IoU": 0.4908023964720558, + "TN": 111608169, + "TP": 83805, + "n_pred": 162580, + "n_ref": 91976 + }, + "15": { + "Dice": 0.1373099884613455, + "FN": 7995, + "FP": 26397, + "IoU": 0.07371596326321743, + "TN": 111741791, + "TP": 2737, + "n_pred": 29134, + "n_ref": 10732 + }, + "2": { + "Dice": 0.12157288939386454, + "FN": 189082, + "FP": 59866, + "IoU": 0.06472057856673241, + "TN": 111512745, + "TP": 17227, + "n_pred": 77093, + "n_ref": 206309 + }, + "3": { + "Dice": 0.036251882042850424, + "FN": 58467, + "FP": 205892, + "IoU": 0.018460555970163106, + "TN": 111509589, + "TP": 4972, + "n_pred": 210864, + "n_ref": 63439 + }, + "4": { + "Dice": 0.789761599243601, + "FN": 1138, + "FP": 8201, + "IoU": 0.6525669642857143, + "TN": 111752040, + "TP": 17541, + "n_pred": 25742, + "n_ref": 18679 + }, + "5": { + "Dice": 0.22887922887922887, + "FN": 22783, + "FP": 1697, + "IoU": 0.12922847081421407, + "TN": 111750807, + "TP": 3633, + "n_pred": 5330, + "n_ref": 26416 + }, + "6": { + "Dice": 0.8377903264374098, + "FN": 278265, + "FP": 92121, + "IoU": 0.7208598805319538, + "TN": 110452038, + "TP": 956496, + "n_pred": 1048617, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.37770023846261747, + "FN": 173769, + "FP": 39177, + "IoU": 0.23281778584784324, + "TN": 111501351, + "TP": 64623, + "n_pred": 103800, + "n_ref": 238392 + }, + "8": { + "Dice": 0.5515287010264206, + "FN": 138480, + "FP": 87193, + "IoU": 0.38076605412702813, + "TN": 111414481, + "TP": 138766, + "n_pred": 225959, + "n_ref": 277246 + }, + "9": { + "Dice": 0.566867464717526, + "FN": 47262, + "FP": 3285, + "IoU": 0.3955443413374151, + "TN": 111695296, + "TP": 33077, + "n_pred": 36362, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6132384878550443, + "FN": 61350, + "FP": 69901, + "IoU": 0.4422090478315378, + "TN": 198852570, + "TP": 104054, + "n_pred": 173955, + "n_ref": 165404 + }, + "10": { + "Dice": 0.5663530879994945, + "FN": 27276, + "FP": 27625, + "IoU": 0.3950436354019746, + "TN": 198997123, + "TP": 35851, + "n_pred": 63476, + "n_ref": 63127 + }, + "11": { + "Dice": 0.6941066417212348, + "FN": 1838, + "FP": 451, + "IoU": 0.5315186246418339, + "TN": 199082989, + "TP": 2597, + "n_pred": 3048, + "n_ref": 4435 + }, + "12": { + "Dice": 0.17776569720032617, + "FN": 3008, + "FP": 17, + "IoU": 0.09755369928400955, + "TN": 199084523, + "TP": 327, + "n_pred": 344, + "n_ref": 3335 + }, + "13": { + "Dice": 0.050806057645334635, + "FN": 34502, + "FP": 6301, + "IoU": 0.02606516290726817, + "TN": 199045980, + "TP": 1092, + "n_pred": 7393, + "n_ref": 35594 + }, + "14": { + "Dice": 0.6177944707838188, + "FN": 21864, + "FP": 9173, + "IoU": 0.44696281249443165, + "TN": 199031754, + "TP": 25084, + "n_pred": 34257, + "n_ref": 46948 + }, + "15": { + "Dice": 0.3569715372709335, + "FN": 108353, + "FP": 495, + "IoU": 0.2172643659976557, + "TN": 198948814, + "TP": 30213, + "n_pred": 30708, + "n_ref": 138566 + }, + "2": { + "Dice": 0.03131767665633551, + "FN": 127163, + "FP": 22233, + "IoU": 0.015907938159948884, + "TN": 198936064, + "TP": 2415, + "n_pred": 24648, + "n_ref": 129578 + }, + "3": { + "Dice": 0.5409577999995027, + "FN": 30069, + "FP": 154516, + "IoU": 0.37076227130326883, + "TN": 198794528, + "TP": 108762, + "n_pred": 263278, + "n_ref": 138831 + }, + "4": { + "Dice": 0.4241520202347753, + "FN": 10580, + "FP": 7178, + "IoU": 0.26915795538727466, + "TN": 199063577, + "TP": 6540, + "n_pred": 13718, + "n_ref": 17120 + }, + "5": { + "Dice": 0.4169693646768556, + "FN": 13984, + "FP": 3030, + "IoU": 0.26339942852195, + "TN": 199064777, + "TP": 6084, + "n_pred": 9114, + "n_ref": 20068 + }, + "6": { + "Dice": 0.7758550990055261, + "FN": 123433, + "FP": 472612, + "IoU": 0.6337935144566914, + "TN": 197460255, + "TP": 1031575, + "n_pred": 1504187, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.4940700285995896, + "FN": 95021, + "FP": 30225, + "IoU": 0.3280830038465459, + "TN": 198901474, + "TP": 61155, + "n_pred": 91380, + "n_ref": 156176 + }, + "8": { + "Dice": 0.7171808758301271, + "FN": 45190, + "FP": 12515, + "IoU": 0.559066248949339, + "TN": 198957005, + "TP": 73165, + "n_pred": 85680, + "n_ref": 118355 + }, + "9": { + "Dice": 0.6487807030121213, + "FN": 44576, + "FP": 19112, + "IoU": 0.4801446400731363, + "TN": 198965364, + "TP": 58823, + "n_pred": 77935, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6983664956698916, + "FN": 53616, + "FP": 59337, + "IoU": 0.5365308232668067, + "TN": 130831480, + "TP": 130759, + "n_pred": 190096, + "n_ref": 184375 + }, + "10": { + "Dice": 0.5283967370352666, + "FN": 31322, + "FP": 60427, + "IoU": 0.35906194987006457, + "TN": 130932044, + "TP": 51399, + "n_pred": 111826, + "n_ref": 82721 + }, + "11": { + "Dice": 0.6112639351382655, + "FN": 1960, + "FP": 725, + "IoU": 0.44015846538782316, + "TN": 131070396, + "TP": 2111, + "n_pred": 2836, + "n_ref": 4071 + }, + "12": { + "Dice": 0.6916951080773607, + "FN": 1595, + "FP": 1115, + "IoU": 0.528695652173913, + "TN": 131069442, + "TP": 3040, + "n_pred": 4155, + "n_ref": 4635 + }, + "13": { + "Dice": 0.2181260708810533, + "FN": 78064, + "FP": 8638, + "IoU": 0.12241386290942953, + "TN": 130976396, + "TP": 12094, + "n_pred": 20732, + "n_ref": 90158 + }, + "14": { + "Dice": 0.40289143480632844, + "FN": 28550, + "FP": 54632, + "IoU": 0.25226302305721604, + "TN": 130963947, + "TP": 28063, + "n_pred": 82695, + "n_ref": 56613 + }, + "15": { + "Dice": 0.4287739092605846, + "FN": 12302, + "FP": 28403, + "IoU": 0.2728912864849416, + "TN": 131019210, + "TP": 15277, + "n_pred": 43680, + "n_ref": 27579 + }, + "2": { + "Dice": 0.49456125626697883, + "FN": 70687, + "FP": 112391, + "IoU": 0.32851635998195466, + "TN": 130802545, + "TP": 89569, + "n_pred": 201960, + "n_ref": 160256 + }, + "3": { + "Dice": 0.5778824873277647, + "FN": 88890, + "FP": 58925, + "IoU": 0.4063535412357678, + "TN": 130826197, + "TP": 101180, + "n_pred": 160105, + "n_ref": 190070 + }, + "4": { + "Dice": 0.6460745281127374, + "FN": 16689, + "FP": 45094, + "IoU": 0.477186183085958, + "TN": 130957018, + "TP": 56391, + "n_pred": 101485, + "n_ref": 73080 + }, + "5": { + "Dice": 0.311096323407087, + "FN": 11894, + "FP": 529, + "IoU": 0.1842001576044129, + "TN": 131059964, + "TP": 2805, + "n_pred": 3334, + "n_ref": 14699 + }, + "6": { + "Dice": 0.6866429174739384, + "FN": 123349, + "FP": 1103909, + "IoU": 0.5228151023126744, + "TN": 128503321, + "TP": 1344613, + "n_pred": 2448522, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.2556821396214503, + "FN": 621249, + "FP": 286562, + "IoU": 0.146580015849842, + "TN": 130011459, + "TP": 155922, + "n_pred": 442484, + "n_ref": 777171 + }, + "8": { + "Dice": 0.7389463585551014, + "FN": 21894, + "FP": 53208, + "IoU": 0.5859753576449186, + "TN": 130893797, + "TP": 106293, + "n_pred": 159501, + "n_ref": 128187 + }, + "9": { + "Dice": 0.5215437872873242, + "FN": 37219, + "FP": 14749, + "IoU": 0.35276241717730283, + "TN": 130994900, + "TP": 28324, + "n_pred": 43073, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7011983489700381, + "FN": 52197, + "FP": 87012, + "IoU": 0.5398810114030739, + "TN": 101314650, + "TP": 163341, + "n_pred": 250353, + "n_ref": 215538 + }, + "10": { + "Dice": 0.4332016193546823, + "FN": 27953, + "FP": 18809, + "IoU": 0.27648842678549324, + "TN": 101552568, + "TP": 17870, + "n_pred": 36679, + "n_ref": 45823 + }, + "11": { + "Dice": 0.7269965827110493, + "FN": 2087, + "FP": 70, + "IoU": 0.5710876913899383, + "TN": 101612171, + "TP": 2872, + "n_pred": 2942, + "n_ref": 4959 + }, + "12": { + "Dice": 0.757582466238654, + "FN": 2068, + "FP": 122, + "IoU": 0.6097647897362795, + "TN": 101611588, + "TP": 3422, + "n_pred": 3544, + "n_ref": 5490 + }, + "13": { + "Dice": 0.562012222058607, + "FN": 29551, + "FP": 18039, + "IoU": 0.3908324053095759, + "TN": 101539077, + "TP": 30533, + "n_pred": 48572, + "n_ref": 60084 + }, + "14": { + "Dice": 0.8291562858771799, + "FN": 8687, + "FP": 13188, + "IoU": 0.7081699084820833, + "TN": 101542242, + "TP": 53083, + "n_pred": 66271, + "n_ref": 61770 + }, + "15": { + "Dice": 0.5244034556515459, + "FN": 14388, + "FP": 19854, + "IoU": 0.3553840361445783, + "TN": 101564080, + "TP": 18878, + "n_pred": 38732, + "n_ref": 33266 + }, + "2": { + "Dice": 0.10092158533986789, + "FN": 160976, + "FP": 41554, + "IoU": 0.053142400314169905, + "TN": 101403303, + "TP": 11367, + "n_pred": 52921, + "n_ref": 172343 + }, + "3": { + "Dice": 0.5245956431421162, + "FN": 48979, + "FP": 175757, + "IoU": 0.3555605896808715, + "TN": 101268469, + "TP": 123995, + "n_pred": 299752, + "n_ref": 172974 + }, + "4": { + "Dice": 0.3933275280287363, + "FN": 1759, + "FP": 42829, + "IoU": 0.24480878019037294, + "TN": 101558158, + "TP": 14454, + "n_pred": 57283, + "n_ref": 16213 + }, + "5": { + "Dice": 0.4699064345594904, + "FN": 19749, + "FP": 4216, + "IoU": 0.3071096076560557, + "TN": 101582613, + "TP": 10622, + "n_pred": 14838, + "n_ref": 30371 + }, + "6": { + "Dice": 0.7972445303683479, + "FN": 228527, + "FP": 435338, + "IoU": 0.6628483931255841, + "TN": 99648160, + "TP": 1305175, + "n_pred": 1740513, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.8431342345408785, + "FN": 88473, + "FP": 37803, + "IoU": 0.72880904571177, + "TN": 101151565, + "TP": 339359, + "n_pred": 377162, + "n_ref": 427832 + }, + "8": { + "Dice": 0.5491715953655327, + "FN": 124467, + "FP": 51994, + "IoU": 0.37852277609900753, + "TN": 101333262, + "TP": 107477, + "n_pred": 159471, + "n_ref": 231944 + }, + "9": { + "Dice": 0.5061718774352421, + "FN": 48521, + "FP": 14849, + "IoU": 0.33884211295084876, + "TN": 101521353, + "TP": 32477, + "n_pred": 47326, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8019641536520642, + "FN": 64111, + "FP": 8725, + "IoU": 0.6693991303321623, + "TN": 118961898, + "TP": 147478, + "n_pred": 156203, + "n_ref": 211589 + }, + "10": { + "Dice": 0.6349102022708227, + "FN": 22788, + "FP": 43869, + "IoU": 0.46510508197115963, + "TN": 119057595, + "TP": 57960, + "n_pred": 101829, + "n_ref": 80748 + }, + "11": { + "Dice": 0.6137099146807885, + "FN": 1952, + "FP": 674, + "IoU": 0.4426994906621392, + "TN": 119177500, + "TP": 2086, + "n_pred": 2760, + "n_ref": 4038 + }, + "12": { + "Dice": 0.28983855650522317, + "FN": 3372, + "FP": 367, + "IoU": 0.1694802310084407, + "TN": 119177710, + "TP": 763, + "n_pred": 1130, + "n_ref": 4135 + }, + "13": { + "Dice": 0.3617766993563172, + "FN": 22340, + "FP": 15536, + "IoU": 0.2208347904795211, + "TN": 119133601, + "TP": 10735, + "n_pred": 26271, + "n_ref": 33075 + }, + "14": { + "Dice": 0.057694776023616993, + "FN": 62271, + "FP": 55193, + "IoU": 0.029704278869981827, + "TN": 119061152, + "TP": 3596, + "n_pred": 58789, + "n_ref": 65867 + }, + "15": { + "Dice": 0.05970721238598912, + "FN": 19941, + "FP": 4595, + "IoU": 0.030772269405490816, + "TN": 119156897, + "TP": 779, + "n_pred": 5374, + "n_ref": 20720 + }, + "2": { + "Dice": 0.6963050356625731, + "FN": 57154, + "FP": 61769, + "IoU": 0.5341011929247224, + "TN": 118926957, + "TP": 136332, + "n_pred": 198101, + "n_ref": 193486 + }, + "3": { + "Dice": 0.7087618176597578, + "FN": 63706, + "FP": 45838, + "IoU": 0.5489009133661124, + "TN": 118939374, + "TP": 133294, + "n_pred": 179132, + "n_ref": 197000 + }, + "4": { + "Dice": 0.3999517427890657, + "FN": 23446, + "FP": 36239, + "IoU": 0.24996230019101237, + "TN": 119102636, + "TP": 19891, + "n_pred": 56130, + "n_ref": 43337 + }, + "5": { + "Dice": 0.4322799594517167, + "FN": 12818, + "FP": 63, + "IoU": 0.27573798144503797, + "TN": 119164427, + "TP": 4904, + "n_pred": 4967, + "n_ref": 17722 + }, + "6": { + "Dice": 0.870923247490027, + "FN": 88084, + "FP": 401243, + "IoU": 0.7713587633027934, + "TN": 117042060, + "TP": 1650825, + "n_pred": 2052068, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.361734368712201, + "FN": 203691, + "FP": 127798, + "IoU": 0.2208032457031103, + "TN": 118756788, + "TP": 93935, + "n_pred": 221733, + "n_ref": 297626 + }, + "8": { + "Dice": 0.7321363136680102, + "FN": 9237, + "FP": 44126, + "IoU": 0.577456647398844, + "TN": 119055922, + "TP": 72927, + "n_pred": 117053, + "n_ref": 82164 + }, + "9": { + "Dice": 0.5961902949850348, + "FN": 44786, + "FP": 10395, + "IoU": 0.4246945243754952, + "TN": 119086296, + "TP": 40735, + "n_pred": 51130, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 101191, + "IoU": 0.0, + "TN": 61231289, + "TP": 0, + "n_pred": 101191, + "n_ref": 0 + }, + "10": { + "Dice": 0.5137771645394964, + "FN": 15810, + "FP": 19429, + "IoU": 0.34569322465046326, + "TN": 61278623, + "TP": 18618, + "n_pred": 38047, + "n_ref": 34428 + }, + "11": { + "Dice": 0.7917361734890286, + "FN": 779, + "FP": 844, + "IoU": 0.655267629566695, + "TN": 61327772, + "TP": 3085, + "n_pred": 3929, + "n_ref": 3864 + }, + "12": { + "Dice": 0.15326680474486915, + "FN": 4443, + "FP": 54, + "IoU": 0.08299347471451876, + "TN": 61327576, + "TP": 407, + "n_pred": 461, + "n_ref": 4850 + }, + "13": { + "Dice": 0.20958390177353342, + "FN": 45322, + "FP": 10298, + "IoU": 0.11705876750166683, + "TN": 61269486, + "TP": 7374, + "n_pred": 17672, + "n_ref": 52696 + }, + "14": { + "Dice": 0.663386494740414, + "FN": 133726, + "FP": 5154, + "IoU": 0.4963188626554963, + "TN": 61056750, + "TP": 136850, + "n_pred": 142004, + "n_ref": 270576 + }, + "15": { + "Dice": 0.36993664659819775, + "FN": 74725, + "FP": 5334, + "IoU": 0.22694617716923196, + "TN": 61228918, + "TP": 23503, + "n_pred": 28837, + "n_ref": 98228 + }, + "2": { + "Dice": 0.3567267482616088, + "FN": 116669, + "FP": 43003, + "IoU": 0.21708303709333399, + "TN": 61128535, + "TP": 44273, + "n_pred": 87276, + "n_ref": 160942 + }, + "3": { + "Dice": 0.5147858044925007, + "FN": 56088, + "FP": 80690, + "IoU": 0.3466071130006927, + "TN": 61123145, + "TP": 72557, + "n_pred": 153247, + "n_ref": 128645 + }, + "4": { + "Dice": 0.6028441738319551, + "FN": 20209, + "FP": 8752, + "IoU": 0.43147955477905814, + "TN": 61281539, + "TP": 21980, + "n_pred": 30732, + "n_ref": 42189 + }, + "5": { + "Dice": 0.3865451470450061, + "FN": 6515, + "FP": 14, + "IoU": 0.23957605404146284, + "TN": 61323894, + "TP": 2057, + "n_pred": 2071, + "n_ref": 8572 + }, + "6": { + "Dice": 0.8392685740768858, + "FN": 97822, + "FP": 326675, + "IoU": 0.7230514788633613, + "TN": 59799715, + "TP": 1108268, + "n_pred": 1434943, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.19026620821665308, + "FN": 177389, + "FP": 51045, + "IoU": 0.1051349149142875, + "TN": 61077208, + "TP": 26838, + "n_pred": 77883, + "n_ref": 204227 + }, + "8": { + "Dice": 0.8192963549920761, + "FN": 17591, + "FP": 10915, + "IoU": 0.6939051627867022, + "TN": 61239352, + "TP": 64622, + "n_pred": 75537, + "n_ref": 82213 + }, + "9": { + "Dice": 0.7554734242670335, + "FN": 17791, + "FP": 11717, + "IoU": 0.6070367953549693, + "TN": 61257389, + "TP": 45583, + "n_pred": 57300, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7110372553308065, + "FN": 19481, + "FP": 108676, + "IoU": 0.5516352262867699, + "TN": 148821668, + "TP": 157675, + "n_pred": 266351, + "n_ref": 177156 + }, + "10": { + "Dice": 0.48013665630064384, + "FN": 45397, + "FP": 13948, + "IoU": 0.3159077809798271, + "TN": 149020750, + "TP": 27405, + "n_pred": 41353, + "n_ref": 72802 + }, + "11": { + "Dice": 0.8387502621094569, + "FN": 604, + "FP": 165, + "IoU": 0.7222824124232575, + "TN": 149104731, + "TP": 2000, + "n_pred": 2165, + "n_ref": 2604 + }, + "12": { + "Dice": 0.0, + "FN": 2097, + "FP": 0, + "IoU": 0.0, + "TN": 149105403, + "TP": 0, + "n_pred": 0, + "n_ref": 2097 + }, + "13": { + "Dice": 0.01352821210061183, + "FN": 83770, + "FP": 3296, + "IoU": 0.006810170767598645, + "TN": 149019837, + "TP": 597, + "n_pred": 3893, + "n_ref": 84367 + }, + "14": { + "Dice": 0.8020522062136244, + "FN": 5834, + "FP": 37224, + "IoU": 0.6695218359045206, + "TN": 148977210, + "TP": 87232, + "n_pred": 124456, + "n_ref": 93066 + }, + "15": { + "Dice": 0.37805164107468286, + "FN": 27567, + "FP": 6902, + "IoU": 0.23308488152186005, + "TN": 149062555, + "TP": 10476, + "n_pred": 17378, + "n_ref": 38043 + }, + "2": { + "Dice": 0.0, + "FN": 157004, + "FP": 23793, + "IoU": 0.0, + "TN": 148926703, + "TP": 0, + "n_pred": 23793, + "n_ref": 157004 + }, + "3": { + "Dice": 0.08122120236295793, + "FN": 48963, + "FP": 202685, + "IoU": 0.04232963302647552, + "TN": 148844729, + "TP": 11123, + "n_pred": 213808, + "n_ref": 60086 + }, + "4": { + "Dice": 0.9001436781609196, + "FN": 2026, + "FP": 3256, + "IoU": 0.8184193337687786, + "TN": 149078411, + "TP": 23807, + "n_pred": 27063, + "n_ref": 25833 + }, + "5": { + "Dice": 0.0, + "FN": 33716, + "FP": 0, + "IoU": 0.0, + "TN": 149073784, + "TP": 0, + "n_pred": 0, + "n_ref": 33716 + }, + "6": { + "Dice": 0.8230970897269287, + "FN": 302948, + "FP": 42266, + "IoU": 0.6993755241338891, + "TN": 147959177, + "TP": 803109, + "n_pred": 845375, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.250402183316271, + "FN": 224624, + "FP": 77781, + "IoU": 0.14311985356205761, + "TN": 148754586, + "TP": 50509, + "n_pred": 128290, + "n_ref": 275133 + }, + "8": { + "Dice": 0.6436185255280733, + "FN": 110721, + "FP": 20339, + "IoU": 0.47451143917949046, + "TN": 148858094, + "TP": 118346, + "n_pred": 138685, + "n_ref": 229067 + }, + "9": { + "Dice": 0.6623874489411521, + "FN": 42649, + "FP": 3058, + "IoU": 0.49520128113092937, + "TN": 149016955, + "TP": 44838, + "n_pred": 47896, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.2621541199699658, + "FN": 420836, + "FP": 109808, + "IoU": 0.15085003968558774, + "TN": 100087888, + "TP": 94268, + "n_pred": 204076, + "n_ref": 515104 + }, + "10": { + "Dice": 0.20171418803975352, + "FN": 26080, + "FP": 71995, + "IoU": 0.11217026053265258, + "TN": 100602334, + "TP": 12391, + "n_pred": 84386, + "n_ref": 38471 + }, + "11": { + "Dice": 0.2517904909828285, + "FN": 2022, + "FP": 6649, + "IoU": 0.14402764067127344, + "TN": 100702670, + "TP": 1459, + "n_pred": 8108, + "n_ref": 3481 + }, + "12": { + "Dice": 0.21389423789068288, + "FN": 5151, + "FP": 156, + "IoU": 0.11975451982086581, + "TN": 100706771, + "TP": 722, + "n_pred": 878, + "n_ref": 5873 + }, + "13": { + "Dice": 0.06508503868965788, + "FN": 37498, + "FP": 10106, + "IoU": 0.03363715718316721, + "TN": 100663539, + "TP": 1657, + "n_pred": 11763, + "n_ref": 39155 + }, + "14": { + "Dice": 0.08906490915137406, + "FN": 145057, + "FP": 35729, + "IoU": 0.046608024300721425, + "TN": 100523176, + "TP": 8838, + "n_pred": 44567, + "n_ref": 153895 + }, + "15": { + "Dice": 0.0853359831943028, + "FN": 90371, + "FP": 14562, + "IoU": 0.044569690789234076, + "TN": 100602972, + "TP": 4895, + "n_pred": 19457, + "n_ref": 95266 + }, + "2": { + "Dice": 0.19745331720596898, + "FN": 204833, + "FP": 25404, + "IoU": 0.1095413056930693, + "TN": 100454240, + "TP": 28323, + "n_pred": 53727, + "n_ref": 233156 + }, + "3": { + "Dice": 0.6289576412652594, + "FN": 54206, + "FP": 146063, + "IoU": 0.4587441352619403, + "TN": 100342792, + "TP": 169739, + "n_pred": 315802, + "n_ref": 223945 + }, + "4": { + "Dice": 0.07490330106624644, + "FN": 53992, + "FP": 36414, + "IoU": 0.03890885123211362, + "TN": 100618734, + "TP": 3660, + "n_pred": 40074, + "n_ref": 57652 + }, + "5": { + "Dice": 0.0, + "FN": 16473, + "FP": 964, + "IoU": 0.0, + "TN": 100695363, + "TP": 0, + "n_pred": 964, + "n_ref": 16473 + }, + "6": { + "Dice": 0.448668306799775, + "FN": 1250578, + "FP": 783133, + "IoU": 0.28921494272718823, + "TN": 97851582, + "TP": 827507, + "n_pred": 1610640, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.3623713325582957, + "FN": 121023, + "FP": 59424, + "IoU": 0.22127808322041068, + "TN": 100481078, + "TP": 51275, + "n_pred": 110699, + "n_ref": 172298 + }, + "8": { + "Dice": 0.761261691576854, + "FN": 18343, + "FP": 36637, + "IoU": 0.6145460154097464, + "TN": 100570163, + "TP": 87657, + "n_pred": 124294, + "n_ref": 106000 + }, + "9": { + "Dice": 0.6538694577450818, + "FN": 40882, + "FP": 23671, + "IoU": 0.48574000605452256, + "TN": 100587274, + "TP": 60973, + "n_pred": 84644, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5129740337615613, + "FN": 21373, + "FP": 85837, + "IoU": 0.34496642655082455, + "TN": 78787029, + "TP": 56461, + "n_pred": 142298, + "n_ref": 77834 + }, + "10": { + "Dice": 0.20340292230780785, + "FN": 34204, + "FP": 2923, + "IoU": 0.11321565911099433, + "TN": 78908833, + "TP": 4740, + "n_pred": 7663, + "n_ref": 38944 + }, + "11": { + "Dice": 0.35299714557564227, + "FN": 997, + "FP": 363, + "IoU": 0.21432697862507222, + "TN": 78948969, + "TP": 371, + "n_pred": 734, + "n_ref": 1368 + }, + "12": { + "Dice": 0.0, + "FN": 2560, + "FP": 0, + "IoU": 0.0, + "TN": 78948140, + "TP": 0, + "n_pred": 0, + "n_ref": 2560 + }, + "13": { + "Dice": 0.01854105877448937, + "FN": 58849, + "FP": 14, + "IoU": 0.009357276292095122, + "TN": 78891281, + "TP": 556, + "n_pred": 570, + "n_ref": 59405 + }, + "14": { + "Dice": 0.3130995592429349, + "FN": 17608, + "FP": 24782, + "IoU": 0.18560642446830994, + "TN": 78898649, + "TP": 9661, + "n_pred": 34443, + "n_ref": 27269 + }, + "15": { + "Dice": 0.4216007412530831, + "FN": 42966, + "FP": 1355, + "IoU": 0.26710652511823263, + "TN": 78890226, + "TP": 16153, + "n_pred": 17508, + "n_ref": 59119 + }, + "2": { + "Dice": 0.08498463299153661, + "FN": 95517, + "FP": 3624, + "IoU": 0.044378042315292306, + "TN": 78846955, + "TP": 4604, + "n_pred": 8228, + "n_ref": 100121 + }, + "3": { + "Dice": 0.5244361067036021, + "FN": 24853, + "FP": 83645, + "IoU": 0.3554140278751441, + "TN": 78782378, + "TP": 59824, + "n_pred": 143469, + "n_ref": 84677 + }, + "4": { + "Dice": 0.8215499956411821, + "FN": 2992, + "FP": 3149, + "IoU": 0.6971445480100606, + "TN": 78930423, + "TP": 14136, + "n_pred": 17285, + "n_ref": 17128 + }, + "5": { + "Dice": 0.14609745123468226, + "FN": 32038, + "FP": 225, + "IoU": 0.07880535648002741, + "TN": 78915677, + "TP": 2760, + "n_pred": 2985, + "n_ref": 34798 + }, + "6": { + "Dice": 0.7458072040837521, + "FN": 240291, + "FP": 77905, + "IoU": 0.5946511624944426, + "TN": 78165707, + "TP": 466797, + "n_pred": 544702, + "n_ref": 707088 + }, + "7": { + "Dice": 0.1423066897436943, + "FN": 663517, + "FP": 30754, + "IoU": 0.07660397384111818, + "TN": 78198833, + "TP": 57596, + "n_pred": 88350, + "n_ref": 721113 + }, + "8": { + "Dice": 0.5305550871066007, + "FN": 206839, + "FP": 13072, + "IoU": 0.3610581672380731, + "TN": 78606520, + "TP": 124269, + "n_pred": 137341, + "n_ref": 331108 + }, + "9": { + "Dice": 0.41736096083098895, + "FN": 41619, + "FP": 1459, + "IoU": 0.26371203445741537, + "TN": 78892193, + "TP": 15429, + "n_pred": 16888, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5685478562338175, + "FN": 18646, + "FP": 177984, + "IoU": 0.3971825804374818, + "TN": 104678255, + "TP": 129555, + "n_pred": 307539, + "n_ref": 148201 + }, + "10": { + "Dice": 0.3105403391799573, + "FN": 62642, + "FP": 46556, + "IoU": 0.1838104492114508, + "TN": 104870650, + "TP": 24592, + "n_pred": 71148, + "n_ref": 87234 + }, + "11": { + "Dice": 0.66646294881589, + "FN": 2150, + "FP": 33, + "IoU": 0.49977085242896424, + "TN": 105000076, + "TP": 2181, + "n_pred": 2214, + "n_ref": 4331 + }, + "12": { + "Dice": 0.6782400478898534, + "FN": 1434, + "FP": 1791, + "IoU": 0.5131340579710145, + "TN": 104997816, + "TP": 3399, + "n_pred": 5190, + "n_ref": 4833 + }, + "13": { + "Dice": 0.475626329749843, + "FN": 52445, + "FP": 3502, + "IoU": 0.3120142646335465, + "TN": 104923120, + "TP": 25373, + "n_pred": 28875, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9289436712321183, + "FN": 2970, + "FP": 7297, + "IoU": 0.8673154214967885, + "TN": 104927061, + "TP": 67112, + "n_pred": 74409, + "n_ref": 70082 + }, + "15": { + "Dice": 0.28851652750772044, + "FN": 19315, + "FP": 5567, + "IoU": 0.16857687038460253, + "TN": 104974513, + "TP": 5045, + "n_pred": 10612, + "n_ref": 24360 + }, + "2": { + "Dice": 0.32354407145739217, + "FN": 129855, + "FP": 41149, + "IoU": 0.19299288812122756, + "TN": 104792541, + "TP": 40895, + "n_pred": 82044, + "n_ref": 170750 + }, + "3": { + "Dice": 0.5574791670974546, + "FN": 45702, + "FP": 125504, + "IoU": 0.3864617788401237, + "TN": 104725393, + "TP": 107841, + "n_pred": 233345, + "n_ref": 153543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 23397, + "IoU": 0.0, + "TN": 104981043, + "TP": 0, + "n_pred": 23397, + "n_ref": 0 + }, + "5": { + "Dice": 0.3756818279431345, + "FN": 21333, + "FP": 7739, + "IoU": 0.23128586160395567, + "TN": 104966621, + "TP": 8747, + "n_pred": 16486, + "n_ref": 30080 + }, + "6": { + "Dice": 0.8052381142817409, + "FN": 118371, + "FP": 422206, + "IoU": 0.6739737213810206, + "TN": 103346362, + "TP": 1117501, + "n_pred": 1539707, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.6346742367064319, + "FN": 61070, + "FP": 133512, + "IoU": 0.46485187181659166, + "TN": 104640836, + "TP": 169022, + "n_pred": 302534, + "n_ref": 230092 + }, + "8": { + "Dice": 0.5547835228213677, + "FN": 212078, + "FP": 35254, + "IoU": 0.3838757249048407, + "TN": 104603008, + "TP": 154100, + "n_pred": 189354, + "n_ref": 366178 + }, + "9": { + "Dice": 0.5283762788379797, + "FN": 57505, + "FP": 6849, + "IoU": 0.359043056482376, + "TN": 104904037, + "TP": 36049, + "n_pred": 42898, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.48555383522159823, + "FN": 217570, + "FP": 207397, + "IoU": 0.3206147874478232, + "TN": 177050771, + "TP": 200550, + "n_pred": 407947, + "n_ref": 418120 + }, + "10": { + "Dice": 0.12444436314412717, + "FN": 65158, + "FP": 30570, + "IoU": 0.06635066467702451, + "TN": 177573757, + "TP": 6803, + "n_pred": 37373, + "n_ref": 71961 + }, + "11": { + "Dice": 0.6585702456527739, + "FN": 2357, + "FP": 117, + "IoU": 0.49094650205761314, + "TN": 177671428, + "TP": 2386, + "n_pred": 2503, + "n_ref": 4743 + }, + "12": { + "Dice": 0.6213542335860208, + "FN": 2780, + "FP": 167, + "IoU": 0.45069897483690585, + "TN": 177670923, + "TP": 2418, + "n_pred": 2585, + "n_ref": 5198 + }, + "13": { + "Dice": 0.3825315653708648, + "FN": 55951, + "FP": 12270, + "IoU": 0.23650017346927354, + "TN": 177586935, + "TP": 21132, + "n_pred": 33402, + "n_ref": 77083 + }, + "14": { + "Dice": 0.8341297089394637, + "FN": 5545, + "FP": 22573, + "IoU": 0.7154566981723978, + "TN": 177577470, + "TP": 70700, + "n_pred": 93273, + "n_ref": 76245 + }, + "15": { + "Dice": 0.4227855311876958, + "FN": 12036, + "FP": 18363, + "IoU": 0.2680583646344987, + "TN": 177634756, + "TP": 11133, + "n_pred": 29496, + "n_ref": 23169 + }, + "2": { + "Dice": 0.21682650671969722, + "FN": 187326, + "FP": 8010, + "IoU": 0.12159585566787783, + "TN": 177453912, + "TP": 27040, + "n_pred": 35050, + "n_ref": 214366 + }, + "3": { + "Dice": 0.6703174420264555, + "FN": 12174, + "FP": 179513, + "IoU": 0.5041183987913844, + "TN": 177289730, + "TP": 194871, + "n_pred": 374384, + "n_ref": 207045 + }, + "4": { + "Dice": 0.5763441733866872, + "FN": 6059, + "FP": 35655, + "IoU": 0.4048339230681429, + "TN": 177606200, + "TP": 28374, + "n_pred": 64029, + "n_ref": 34433 + }, + "5": { + "Dice": 0.5855477489500334, + "FN": 16263, + "FP": 4855, + "IoU": 0.413974913974914, + "TN": 177640252, + "TP": 14918, + "n_pred": 19773, + "n_ref": 31181 + }, + "6": { + "Dice": 0.7881541502176078, + "FN": 246330, + "FP": 591872, + "IoU": 0.6503749221562581, + "TN": 175278857, + "TP": 1559229, + "n_pred": 2151101, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.6853284000873481, + "FN": 118686, + "FP": 110433, + "IoU": 0.5212924658392879, + "TN": 177197668, + "TP": 249501, + "n_pred": 359934, + "n_ref": 368187 + }, + "8": { + "Dice": 0.5986572663764752, + "FN": 78486, + "FP": 83697, + "IoU": 0.4272026050532948, + "TN": 177393146, + "TP": 120959, + "n_pred": 204656, + "n_ref": 199445 + }, + "9": { + "Dice": 0.4231536480015199, + "FN": 97360, + "FP": 5873, + "IoU": 0.26835439449456755, + "TN": 177535191, + "TP": 37864, + "n_pred": 43737, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6792177975570317, + "FN": 42987, + "FP": 93101, + "IoU": 0.5142542020181109, + "TN": 193725372, + "TP": 144075, + "n_pred": 237176, + "n_ref": 187062 + }, + "10": { + "Dice": 0.6935474215626933, + "FN": 34911, + "FP": 11162, + "IoU": 0.5308630661453242, + "TN": 193907327, + "TP": 52135, + "n_pred": 63297, + "n_ref": 87046 + }, + "11": { + "Dice": 0.3817427385892116, + "FN": 2376, + "FP": 8, + "IoU": 0.2358974358974359, + "TN": 194002415, + "TP": 736, + "n_pred": 744, + "n_ref": 3112 + }, + "12": { + "Dice": 0.24794854734974495, + "FN": 3391, + "FP": 0, + "IoU": 0.14151898734177215, + "TN": 194001585, + "TP": 559, + "n_pred": 559, + "n_ref": 3950 + }, + "13": { + "Dice": 0.486733226756754, + "FN": 42672, + "FP": 8377, + "IoU": 0.32164403221091237, + "TN": 193930281, + "TP": 24205, + "n_pred": 32582, + "n_ref": 66877 + }, + "14": { + "Dice": 0.8189980727884412, + "FN": 2383, + "FP": 30113, + "IoU": 0.6934773381125312, + "TN": 193899520, + "TP": 73519, + "n_pred": 103632, + "n_ref": 75902 + }, + "15": { + "Dice": 0.42012779552715657, + "FN": 14917, + "FP": 1781, + "IoU": 0.2659251769464105, + "TN": 193982788, + "TP": 6049, + "n_pred": 7830, + "n_ref": 20966 + }, + "2": { + "Dice": 0.07361533068473942, + "FN": 133544, + "FP": 1232, + "IoU": 0.038214242387480286, + "TN": 193865404, + "TP": 5355, + "n_pred": 6587, + "n_ref": 138899 + }, + "3": { + "Dice": 0.5410455921843258, + "FN": 14573, + "FP": 188982, + "IoU": 0.37084475655025545, + "TN": 193681998, + "TP": 119982, + "n_pred": 308964, + "n_ref": 134555 + }, + "4": { + "Dice": 0.8030189931160322, + "FN": 6506, + "FP": 619, + "IoU": 0.670870288248337, + "TN": 193983887, + "TP": 14523, + "n_pred": 15142, + "n_ref": 21029 + }, + "5": { + "Dice": 0.2807953030603852, + "FN": 22320, + "FP": 3037, + "IoU": 0.16332860395288218, + "TN": 193975228, + "TP": 4950, + "n_pred": 7987, + "n_ref": 27270 + }, + "6": { + "Dice": 0.800930151251212, + "FN": 203110, + "FP": 384500, + "IoU": 0.6679595455485524, + "TN": 192235841, + "TP": 1182084, + "n_pred": 1566584, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.6318351538809017, + "FN": 156223, + "FP": 36938, + "IoU": 0.46181215346465687, + "TN": 193646625, + "TP": 165749, + "n_pred": 202687, + "n_ref": 321972 + }, + "8": { + "Dice": 0.7237712863805329, + "FN": 99169, + "FP": 9398, + "IoU": 0.5671172248803827, + "TN": 193754735, + "TP": 142233, + "n_pred": 151631, + "n_ref": 241402 + }, + "9": { + "Dice": 0.5496796010286867, + "FN": 59730, + "FP": 3658, + "IoU": 0.3790056331129072, + "TN": 193903460, + "TP": 38687, + "n_pred": 42345, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8648279107346589, + "FN": 17047, + "FP": 13402, + "IoU": 0.7618474052637754, + "TN": 99527945, + "TP": 97406, + "n_pred": 110808, + "n_ref": 114453 + }, + "10": { + "Dice": 0.5410937681552345, + "FN": 43744, + "FP": 3650, + "IoU": 0.37089002455697884, + "TN": 99580465, + "TP": 27941, + "n_pred": 31591, + "n_ref": 71685 + }, + "11": { + "Dice": 0.4406417112299465, + "FN": 2612, + "FP": 3, + "IoU": 0.2825788751714678, + "TN": 99652155, + "TP": 1030, + "n_pred": 1033, + "n_ref": 3642 + }, + "12": { + "Dice": 0.7741164418644357, + "FN": 1301, + "FP": 22, + "IoU": 0.6314763231197772, + "TN": 99652210, + "TP": 2267, + "n_pred": 2289, + "n_ref": 3568 + }, + "13": { + "Dice": 0.22802114176605695, + "FN": 37191, + "FP": 18603, + "IoU": 0.12868163787987633, + "TN": 99591766, + "TP": 8240, + "n_pred": 26843, + "n_ref": 45431 + }, + "14": { + "Dice": 0.557373577775425, + "FN": 19922, + "FP": 34425, + "IoU": 0.38636030034437985, + "TN": 99567235, + "TP": 34218, + "n_pred": 68643, + "n_ref": 54140 + }, + "15": { + "Dice": 0.10098653836808087, + "FN": 33791, + "FP": 40205, + "IoU": 0.05317842153751663, + "TN": 99577648, + "TP": 4156, + "n_pred": 44361, + "n_ref": 37947 + }, + "2": { + "Dice": 0.5282366868025695, + "FN": 54065, + "FP": 54333, + "IoU": 0.3589141556022119, + "TN": 99486715, + "TP": 60687, + "n_pred": 115020, + "n_ref": 114752 + }, + "3": { + "Dice": 0.5520992095422919, + "FN": 65488, + "FP": 29140, + "IoU": 0.38131010990591635, + "TN": 99502851, + "TP": 58321, + "n_pred": 87461, + "n_ref": 123809 + }, + "4": { + "Dice": 0.6158275704329575, + "FN": 7463, + "FP": 6814, + "IoU": 0.4449066874027994, + "TN": 99630080, + "TP": 11443, + "n_pred": 18257, + "n_ref": 18906 + }, + "5": { + "Dice": 0.6708675799086758, + "FN": 3293, + "FP": 311, + "IoU": 0.5047409646832486, + "TN": 99648523, + "TP": 3673, + "n_pred": 3984, + "n_ref": 6966 + }, + "6": { + "Dice": 0.9474497864966845, + "FN": 76291, + "FP": 65457, + "IoU": 0.9001468759796135, + "TN": 98236235, + "TP": 1277817, + "n_pred": 1343274, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.736631333776975, + "FN": 42995, + "FP": 45657, + "IoU": 0.5830691812067912, + "TN": 99443170, + "TP": 123978, + "n_pred": 169635, + "n_ref": 166973 + }, + "8": { + "Dice": 0.7309053908949814, + "FN": 22983, + "FP": 34406, + "IoU": 0.5759266375029558, + "TN": 99520472, + "TP": 77939, + "n_pred": 112345, + "n_ref": 100922 + }, + "9": { + "Dice": 0.5755642068904956, + "FN": 56208, + "FP": 1792, + "IoU": 0.4040646898053963, + "TN": 99558474, + "TP": 39326, + "n_pred": 41118, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5856690785551247, + "FN": 197900, + "FP": 154435, + "IoU": 0.4140962130395957, + "TN": 62482167, + "TP": 249018, + "n_pred": 403453, + "n_ref": 446918 + }, + "10": { + "Dice": 0.6444121915820029, + "FN": 30885, + "FP": 13215, + "IoU": 0.4753747323340471, + "TN": 62999460, + "TP": 39960, + "n_pred": 53175, + "n_ref": 70845 + }, + "11": { + "Dice": 0.6185643107584425, + "FN": 1869, + "FP": 198, + "IoU": 0.4477691691156826, + "TN": 63079777, + "TP": 1676, + "n_pred": 1874, + "n_ref": 3545 + }, + "12": { + "Dice": 0.45249668581528946, + "FN": 2478, + "FP": 0, + "IoU": 0.2924043403769275, + "TN": 63080018, + "TP": 1024, + "n_pred": 1024, + "n_ref": 3502 + }, + "13": { + "Dice": 0.20768659487560343, + "FN": 40062, + "FP": 2612, + "IoU": 0.11587627157271013, + "TN": 63035253, + "TP": 5593, + "n_pred": 8205, + "n_ref": 45655 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1707, + "IoU": 0.0, + "TN": 63081813, + "TP": 0, + "n_pred": 1707, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 6705, + "IoU": 0.0, + "TN": 63076815, + "TP": 0, + "n_pred": 6705, + "n_ref": 0 + }, + "2": { + "Dice": 0.34241205928881635, + "FN": 89990, + "FP": 40532, + "IoU": 0.20657248455964597, + "TN": 62919016, + "TP": 33982, + "n_pred": 74514, + "n_ref": 123972 + }, + "3": { + "Dice": 0.5062825034371451, + "FN": 42893, + "FP": 122295, + "IoU": 0.3389412687486994, + "TN": 62833636, + "TP": 84696, + "n_pred": 206991, + "n_ref": 127589 + }, + "4": { + "Dice": 0.22473082578380685, + "FN": 15660, + "FP": 685, + "IoU": 0.12658971892700652, + "TN": 63064806, + "TP": 2369, + "n_pred": 3054, + "n_ref": 18029 + }, + "5": { + "Dice": 0.20308090854420133, + "FN": 14759, + "FP": 2468, + "IoU": 0.1130161672330347, + "TN": 63064098, + "TP": 2195, + "n_pred": 4663, + "n_ref": 16954 + }, + "6": { + "Dice": 0.7562028321376947, + "FN": 310676, + "FP": 217405, + "IoU": 0.6079792201467774, + "TN": 61736446, + "TP": 818993, + "n_pred": 1036398, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.5741534992434157, + "FN": 69576, + "FP": 59599, + "IoU": 0.4026755327019828, + "TN": 62867264, + "TP": 87081, + "n_pred": 146680, + "n_ref": 156657 + }, + "8": { + "Dice": 0.7470873251844511, + "FN": 44115, + "FP": 1819, + "IoU": 0.5962804433233431, + "TN": 62969743, + "TP": 67843, + "n_pred": 69662, + "n_ref": 111958 + }, + "9": { + "Dice": 0.8138392685397725, + "FN": 11157, + "FP": 3360, + "IoU": 0.6861121321542087, + "TN": 63037271, + "TP": 31732, + "n_pred": 35092, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5271468527919773, + "FN": 177450, + "FP": 64813, + "IoU": 0.35790863046410976, + "TN": 109231515, + "TP": 135040, + "n_pred": 199853, + "n_ref": 312490 + }, + "10": { + "Dice": 0.4671420478336905, + "FN": 49997, + "FP": 36537, + "IoU": 0.30475234001526535, + "TN": 109484353, + "TP": 37931, + "n_pred": 74468, + "n_ref": 87928 + }, + "11": { + "Dice": 0.6894939493949395, + "FN": 1959, + "FP": 299, + "IoU": 0.526128016789087, + "TN": 109604053, + "TP": 2507, + "n_pred": 2806, + "n_ref": 4466 + }, + "12": { + "Dice": 0.44918775972799396, + "FN": 2892, + "FP": 24, + "IoU": 0.28964677222898905, + "TN": 109604713, + "TP": 1189, + "n_pred": 1213, + "n_ref": 4081 + }, + "13": { + "Dice": 0.15156524523762127, + "FN": 72023, + "FP": 26006, + "IoU": 0.08199653509388023, + "TN": 109502033, + "TP": 8756, + "n_pred": 34762, + "n_ref": 80779 + }, + "14": { + "Dice": 0.35945012156554484, + "FN": 57590, + "FP": 82570, + "IoU": 0.21910343982260455, + "TN": 109429332, + "TP": 39326, + "n_pred": 121896, + "n_ref": 96916 + }, + "15": { + "Dice": 0.5722617576113957, + "FN": 55855, + "FP": 15431, + "IoU": 0.400816998957738, + "TN": 109489846, + "TP": 47686, + "n_pred": 63117, + "n_ref": 103541 + }, + "2": { + "Dice": 0.6460250798969643, + "FN": 82769, + "FP": 61108, + "IoU": 0.47713223509915725, + "TN": 109333649, + "TP": 131292, + "n_pred": 192400, + "n_ref": 214061 + }, + "3": { + "Dice": 0.7147592352962998, + "FN": 81911, + "FP": 48806, + "IoU": 0.5561286685931415, + "TN": 109314325, + "TP": 163776, + "n_pred": 212582, + "n_ref": 245687 + }, + "4": { + "Dice": 0.3971051246883869, + "FN": 27272, + "FP": 42621, + "IoU": 0.2477424632174877, + "TN": 109515907, + "TP": 23018, + "n_pred": 65639, + "n_ref": 50290 + }, + "5": { + "Dice": 0.17372626514305353, + "FN": 9541, + "FP": 76, + "IoU": 0.0951260820474219, + "TN": 109598190, + "TP": 1011, + "n_pred": 1087, + "n_ref": 10552 + }, + "6": { + "Dice": 0.6965237824442798, + "FN": 110151, + "FP": 883523, + "IoU": 0.5343586427302845, + "TN": 107474828, + "TP": 1140316, + "n_pred": 2023839, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.3078281341965862, + "FN": 975170, + "FP": 26782, + "IoU": 0.18191304347826087, + "TN": 108384068, + "TP": 222798, + "n_pred": 249580, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.8305611559139785, + "FN": 10322, + "FP": 21950, + "IoU": 0.710221966812729, + "TN": 109497450, + "TP": 79096, + "n_pred": 101046, + "n_ref": 89418 + }, + "9": { + "Dice": 0.6800944526679354, + "FN": 16607, + "FP": 19701, + "IoU": 0.5152599396544818, + "TN": 109533916, + "TP": 38594, + "n_pred": 58295, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5661106949279513, + "FN": 7389, + "FP": 71381, + "IoU": 0.39480780903063223, + "TN": 66937195, + "TP": 51387, + "n_pred": 122768, + "n_ref": 58776 + }, + "10": { + "Dice": 0.3899863165918212, + "FN": 57563, + "FP": 8862, + "IoU": 0.24222546715644894, + "TN": 66979694, + "TP": 21233, + "n_pred": 30095, + "n_ref": 78796 + }, + "11": { + "Dice": 0.20697288323187604, + "FN": 2752, + "FP": 114, + "IoU": 0.1154320987654321, + "TN": 67064112, + "TP": 374, + "n_pred": 488, + "n_ref": 3126 + }, + "12": { + "Dice": 0.2767194706236214, + "FN": 2621, + "FP": 986, + "IoU": 0.16057714684663718, + "TN": 67063055, + "TP": 690, + "n_pred": 1676, + "n_ref": 3311 + }, + "13": { + "Dice": 0.2530540313213442, + "FN": 31893, + "FP": 5405, + "IoU": 0.14485509904622157, + "TN": 67023736, + "TP": 6318, + "n_pred": 11723, + "n_ref": 38211 + }, + "14": { + "Dice": 0.5185440864297672, + "FN": 45430, + "FP": 10364, + "IoU": 0.3500232991612302, + "TN": 66981512, + "TP": 30046, + "n_pred": 40410, + "n_ref": 75476 + }, + "15": { + "Dice": 0.0, + "FN": 31362, + "FP": 25885, + "IoU": 0.0, + "TN": 67010105, + "TP": 0, + "n_pred": 25885, + "n_ref": 31362 + }, + "2": { + "Dice": 0.005749049221966557, + "FN": 145617, + "FP": 0, + "IoU": 0.002882811323080294, + "TN": 66921314, + "TP": 421, + "n_pred": 421, + "n_ref": 146038 + }, + "3": { + "Dice": 0.669183369957536, + "FN": 4909, + "FP": 148798, + "IoU": 0.5028366454484293, + "TN": 66758184, + "TP": 155461, + "n_pred": 304259, + "n_ref": 160370 + }, + "4": { + "Dice": 0.0, + "FN": 13039, + "FP": 145, + "IoU": 0.0, + "TN": 67054168, + "TP": 0, + "n_pred": 145, + "n_ref": 13039 + }, + "5": { + "Dice": 0.6011604825164147, + "FN": 4984, + "FP": 240, + "IoU": 0.42975657679292656, + "TN": 67058191, + "TP": 3937, + "n_pred": 4177, + "n_ref": 8921 + }, + "6": { + "Dice": 0.8825175083220366, + "FN": 171049, + "FP": 70917, + "IoU": 0.7897372127923781, + "TN": 65916573, + "TP": 908813, + "n_pred": 979730, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.1390635718440347, + "FN": 324952, + "FP": 5125, + "IoU": 0.0747277390780271, + "TN": 66710617, + "TP": 26658, + "n_pred": 31783, + "n_ref": 351610 + }, + "8": { + "Dice": 0.8019445753201696, + "FN": 10822, + "FP": 26170, + "IoU": 0.669371849415466, + "TN": 66955468, + "TP": 74892, + "n_pred": 101062, + "n_ref": 85714 + }, + "9": { + "Dice": 0.4921594456574697, + "FN": 50070, + "FP": 6216, + "IoU": 0.32640019147917665, + "TN": 66983792, + "TP": 27274, + "n_pred": 33490, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.560162373718315, + "FN": 76308, + "FP": 86870, + "IoU": 0.3890455170038227, + "TN": 74252193, + "TP": 103909, + "n_pred": 190779, + "n_ref": 180217 + }, + "10": { + "Dice": 0.5597361680908453, + "FN": 31454, + "FP": 7394, + "IoU": 0.38863446799804857, + "TN": 74455737, + "TP": 24695, + "n_pred": 32089, + "n_ref": 56149 + }, + "11": { + "Dice": 0.14207350521119033, + "FN": 3128, + "FP": 0, + "IoU": 0.07646885149099499, + "TN": 74515893, + "TP": 259, + "n_pred": 259, + "n_ref": 3387 + }, + "12": { + "Dice": 0.08858011289622232, + "FN": 2099, + "FP": 0, + "IoU": 0.046342571558382555, + "TN": 74517079, + "TP": 102, + "n_pred": 102, + "n_ref": 2201 + }, + "13": { + "Dice": 0.05272517115675291, + "FN": 41704, + "FP": 912, + "IoU": 0.02707638920597233, + "TN": 74475478, + "TP": 1186, + "n_pred": 2098, + "n_ref": 42890 + }, + "14": { + "Dice": 0.4761505966969223, + "FN": 12594, + "FP": 29941, + "IoU": 0.3124656515695212, + "TN": 74457414, + "TP": 19331, + "n_pred": 49272, + "n_ref": 31925 + }, + "15": { + "Dice": 0.18125702528148754, + "FN": 25602, + "FP": 17373, + "IoU": 0.09966060504483365, + "TN": 74471548, + "TP": 4757, + "n_pred": 22130, + "n_ref": 30359 + }, + "2": { + "Dice": 0.09664811245737698, + "FN": 133737, + "FP": 315, + "IoU": 0.05077784780099559, + "TN": 74378057, + "TP": 7171, + "n_pred": 7486, + "n_ref": 140908 + }, + "3": { + "Dice": 0.5556427647146172, + "FN": 11577, + "FP": 218844, + "IoU": 0.38469898660827534, + "TN": 74144795, + "TP": 144064, + "n_pred": 362908, + "n_ref": 155641 + }, + "4": { + "Dice": 0.0, + "FN": 13278, + "FP": 10254, + "IoU": 0.0, + "TN": 74495748, + "TP": 0, + "n_pred": 10254, + "n_ref": 13278 + }, + "5": { + "Dice": 0.4523454226951275, + "FN": 6668, + "FP": 1773, + "IoU": 0.2922780246499539, + "TN": 74507353, + "TP": 3486, + "n_pred": 5259, + "n_ref": 10154 + }, + "6": { + "Dice": 0.8834085793724348, + "FN": 271462, + "FP": 80784, + "IoU": 0.7911654729318329, + "TN": 72832557, + "TP": 1334477, + "n_pred": 1415261, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.41584035552384313, + "FN": 113574, + "FP": 37065, + "IoU": 0.2624990208365972, + "TN": 74315024, + "TP": 53617, + "n_pred": 90682, + "n_ref": 167191 + }, + "8": { + "Dice": 0.8843728000229875, + "FN": 2824, + "FP": 13272, + "IoU": 0.7927135516606354, + "TN": 74441629, + "TP": 61555, + "n_pred": 74827, + "n_ref": 64379 + }, + "9": { + "Dice": 0.6086597013461148, + "FN": 49428, + "FP": 6419, + "IoU": 0.43746285645214905, + "TN": 74420003, + "TP": 43430, + "n_pred": 49849, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6452421050314258, + "FN": 136374, + "FP": 24773, + "IoU": 0.47627853465758413, + "TN": 65743484, + "TP": 146549, + "n_pred": 171322, + "n_ref": 282923 + }, + "10": { + "Dice": 0.20733351530641786, + "FN": 71000, + "FP": 24831, + "IoU": 0.11565649108560039, + "TN": 65942816, + "TP": 12533, + "n_pred": 37364, + "n_ref": 83533 + }, + "11": { + "Dice": 0.02650602409638554, + "FN": 3582, + "FP": 458, + "IoU": 0.013431013431013432, + "TN": 66047085, + "TP": 55, + "n_pred": 513, + "n_ref": 3637 + }, + "12": { + "Dice": 0.5336667949211235, + "FN": 1639, + "FP": 785, + "IoU": 0.36394647074258724, + "TN": 66047369, + "TP": 1387, + "n_pred": 2172, + "n_ref": 3026 + }, + "13": { + "Dice": 0.5138530415530085, + "FN": 26622, + "FP": 13121, + "IoU": 0.3457619306303192, + "TN": 65990433, + "TP": 21004, + "n_pred": 34125, + "n_ref": 47626 + }, + "14": { + "Dice": 0.7379914822688524, + "FN": 6424, + "FP": 30673, + "IoU": 0.5847753576145598, + "TN": 65961838, + "TP": 52245, + "n_pred": 82918, + "n_ref": 58669 + }, + "15": { + "Dice": 0.6495898883958585, + "FN": 10103, + "FP": 5533, + "IoU": 0.4810315642736234, + "TN": 66021051, + "TP": 14493, + "n_pred": 20026, + "n_ref": 24596 + }, + "2": { + "Dice": 0.5117372346173569, + "FN": 69601, + "FP": 72274, + "IoU": 0.3438487117466689, + "TN": 65834957, + "TP": 74348, + "n_pred": 146622, + "n_ref": 143949 + }, + "3": { + "Dice": 0.3963327130656273, + "FN": 102834, + "FP": 61643, + "IoU": 0.24714148395660732, + "TN": 65832710, + "TP": 53993, + "n_pred": 115636, + "n_ref": 156827 + }, + "4": { + "Dice": 0.836337670580768, + "FN": 3175, + "FP": 7139, + "IoU": 0.7187116480759266, + "TN": 66014513, + "TP": 26353, + "n_pred": 33492, + "n_ref": 29528 + }, + "5": { + "Dice": 0.694640522875817, + "FN": 4665, + "FP": 7, + "IoU": 0.5321450030042059, + "TN": 66041194, + "TP": 5314, + "n_pred": 5321, + "n_ref": 9979 + }, + "6": { + "Dice": 0.7246020918599363, + "FN": 75402, + "FP": 645262, + "IoU": 0.5681380589032304, + "TN": 64382443, + "TP": 948073, + "n_pred": 1593335, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.2977737024363256, + "FN": 802145, + "FP": 20353, + "IoU": 0.17493191290871063, + "TN": 65054295, + "TP": 174387, + "n_pred": 194740, + "n_ref": 976532 + }, + "8": { + "Dice": 0.7771327690949685, + "FN": 6464, + "FP": 36458, + "IoU": 0.6355005265124495, + "TN": 65933424, + "TP": 74834, + "n_pred": 111292, + "n_ref": 81298 + }, + "9": { + "Dice": 0.5623188987035904, + "FN": 42043, + "FP": 1610, + "IoU": 0.3911290884998954, + "TN": 65979485, + "TP": 28042, + "n_pred": 29652, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7429916165619365, + "FN": 5729, + "FP": 96603, + "IoU": 0.591079285032108, + "TN": 113222291, + "TP": 147917, + "n_pred": 244520, + "n_ref": 153646 + }, + "10": { + "Dice": 0.5858256706796853, + "FN": 31127, + "FP": 38779, + "IoU": 0.41425279651430724, + "TN": 113353195, + "TP": 49439, + "n_pred": 88218, + "n_ref": 80566 + }, + "11": { + "Dice": 0.4956946707004887, + "FN": 2165, + "FP": 2, + "IoU": 0.32951732673267325, + "TN": 113469308, + "TP": 1065, + "n_pred": 1067, + "n_ref": 3230 + }, + "12": { + "Dice": 0.5057639524245197, + "FN": 2701, + "FP": 0, + "IoU": 0.3384766103355376, + "TN": 113468457, + "TP": 1382, + "n_pred": 1382, + "n_ref": 4083 + }, + "13": { + "Dice": 0.1716676697331843, + "FN": 67891, + "FP": 18818, + "IoU": 0.0938930340460217, + "TN": 113376846, + "TP": 8985, + "n_pred": 27803, + "n_ref": 76876 + }, + "14": { + "Dice": 0.7395998100042888, + "FN": 103215, + "FP": 9719, + "IoU": 0.5867976027572682, + "TN": 113199226, + "TP": 160380, + "n_pred": 170099, + "n_ref": 263595 + }, + "15": { + "Dice": 0.34810311996484544, + "FN": 12377, + "FP": 23227, + "IoU": 0.21072932830857902, + "TN": 113427430, + "TP": 9506, + "n_pred": 32733, + "n_ref": 21883 + }, + "2": { + "Dice": 0.16617814629811448, + "FN": 115494, + "FP": 855, + "IoU": 0.09061847854122539, + "TN": 113344597, + "TP": 11594, + "n_pred": 12449, + "n_ref": 127088 + }, + "3": { + "Dice": 0.5621437403866454, + "FN": 8466, + "FP": 165750, + "IoU": 0.39095962244362875, + "TN": 113186490, + "TP": 111834, + "n_pred": 277584, + "n_ref": 120300 + }, + "4": { + "Dice": 0.6140309155766944, + "FN": 3981, + "FP": 30102, + "IoU": 0.4430336307481126, + "TN": 113411346, + "TP": 27111, + "n_pred": 57213, + "n_ref": 31092 + }, + "5": { + "Dice": 0.31865956544280527, + "FN": 26065, + "FP": 2847, + "IoU": 0.18952709331987777, + "TN": 113436867, + "TP": 6761, + "n_pred": 9608, + "n_ref": 32826 + }, + "6": { + "Dice": 0.840282141925168, + "FN": 283872, + "FP": 42966, + "IoU": 0.7245573878805858, + "TN": 112285948, + "TP": 859754, + "n_pred": 902720, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.6216986301369863, + "FN": 98891, + "FP": 46093, + "IoU": 0.45106146139778963, + "TN": 113208423, + "TP": 119133, + "n_pred": 165226, + "n_ref": 218024 + }, + "8": { + "Dice": 0.6916969452294442, + "FN": 78364, + "FP": 43059, + "IoU": 0.5286977988068299, + "TN": 113214907, + "TP": 136210, + "n_pred": 179269, + "n_ref": 214574 + }, + "9": { + "Dice": 0.1741870935467734, + "FN": 95793, + "FP": 3255, + "IoU": 0.0954024878075511, + "TN": 113363046, + "TP": 10446, + "n_pred": 13701, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6245868129914883, + "FN": 18256, + "FP": 112693, + "IoU": 0.4541084954623334, + "TN": 74956847, + "TP": 108932, + "n_pred": 221625, + "n_ref": 127188 + }, + "10": { + "Dice": 0.4711892829982645, + "FN": 63809, + "FP": 17548, + "IoU": 0.30820642330552794, + "TN": 75079125, + "TP": 36246, + "n_pred": 53794, + "n_ref": 100055 + }, + "11": { + "Dice": 0.4663638330088687, + "FN": 2466, + "FP": 1, + "IoU": 0.30409026798307476, + "TN": 75193183, + "TP": 1078, + "n_pred": 1079, + "n_ref": 3544 + }, + "12": { + "Dice": 0.0, + "FN": 3106, + "FP": 22, + "IoU": 0.0, + "TN": 75193600, + "TP": 0, + "n_pred": 22, + "n_ref": 3106 + }, + "13": { + "Dice": 0.059158542134947666, + "FN": 53115, + "FP": 15112, + "IoU": 0.030480873074518276, + "TN": 75126356, + "TP": 2145, + "n_pred": 17257, + "n_ref": 55260 + }, + "14": { + "Dice": 0.915964985719419, + "FN": 9425, + "FP": 13260, + "IoU": 0.8449588561743077, + "TN": 75050412, + "TP": 123631, + "n_pred": 136891, + "n_ref": 133056 + }, + "15": { + "Dice": 0.5691668184753987, + "FN": 39444, + "FP": 12586, + "IoU": 0.3977869858098567, + "TN": 75110330, + "TP": 34368, + "n_pred": 46954, + "n_ref": 73812 + }, + "2": { + "Dice": 0.357002305612975, + "FN": 110389, + "FP": 19013, + "IoU": 0.21728716165129291, + "TN": 75031403, + "TP": 35923, + "n_pred": 54936, + "n_ref": 146312 + }, + "3": { + "Dice": 0.6297195036994642, + "FN": 25936, + "FP": 117043, + "IoU": 0.4595551826064606, + "TN": 74932170, + "TP": 121579, + "n_pred": 238622, + "n_ref": 147515 + }, + "4": { + "Dice": 0.7202720457531494, + "FN": 1664, + "FP": 16433, + "IoU": 0.5628321576963958, + "TN": 75155332, + "TP": 23299, + "n_pred": 39732, + "n_ref": 24963 + }, + "5": { + "Dice": 0.49002685078634445, + "FN": 5146, + "FP": 172, + "IoU": 0.32452686396545155, + "TN": 75188855, + "TP": 2555, + "n_pred": 2727, + "n_ref": 7701 + }, + "6": { + "Dice": 0.8502353257089826, + "FN": 121415, + "FP": 278476, + "IoU": 0.7394863877108292, + "TN": 73661718, + "TP": 1135119, + "n_pred": 1413595, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.6543018306108327, + "FN": 58205, + "FP": 40711, + "IoU": 0.4862173743669653, + "TN": 75004203, + "TP": 93609, + "n_pred": 134320, + "n_ref": 151814 + }, + "8": { + "Dice": 0.7346550000295807, + "FN": 22650, + "FP": 22201, + "IoU": 0.5805965962221806, + "TN": 75089788, + "TP": 62089, + "n_pred": 84290, + "n_ref": 84739 + }, + "9": { + "Dice": 0.536839840808863, + "FN": 47287, + "FP": 4385, + "IoU": 0.3669043593325002, + "TN": 75115110, + "TP": 29946, + "n_pred": 34331, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8117639911299224, + "FN": 55511, + "FP": 18849, + "IoU": 0.6831673043656102, + "TN": 86693174, + "TP": 160338, + "n_pred": 179187, + "n_ref": 215849 + }, + "10": { + "Dice": 0.6264580158346653, + "FN": 26694, + "FP": 23553, + "IoU": 0.45608945562399195, + "TN": 86835491, + "TP": 42134, + "n_pred": 65687, + "n_ref": 68828 + }, + "11": { + "Dice": 0.5253678893037558, + "FN": 1394, + "FP": 767, + "IoU": 0.3562704795948764, + "TN": 86924515, + "TP": 1196, + "n_pred": 1963, + "n_ref": 2590 + }, + "12": { + "Dice": 0.6204040657547999, + "FN": 2443, + "FP": 582, + "IoU": 0.44969983627433147, + "TN": 86922375, + "TP": 2472, + "n_pred": 3054, + "n_ref": 4915 + }, + "13": { + "Dice": 0.14067347425801022, + "FN": 49761, + "FP": 18656, + "IoU": 0.07565829471607874, + "TN": 86853855, + "TP": 5600, + "n_pred": 24256, + "n_ref": 55361 + }, + "14": { + "Dice": 0.7466693485411392, + "FN": 20171, + "FP": 22651, + "IoU": 0.5957480954224056, + "TN": 86821943, + "TP": 63107, + "n_pred": 85758, + "n_ref": 83278 + }, + "15": { + "Dice": 0.5049373909220202, + "FN": 106380, + "FP": 3965, + "IoU": 0.3377366190927751, + "TN": 86761254, + "TP": 56273, + "n_pred": 60238, + "n_ref": 162653 + }, + "2": { + "Dice": 0.7999510046165478, + "FN": 29522, + "FP": 17841, + "IoU": 0.6665986203012811, + "TN": 86785812, + "TP": 94697, + "n_pred": 112538, + "n_ref": 124219 + }, + "3": { + "Dice": 0.5643074415287662, + "FN": 92805, + "FP": 26939, + "IoU": 0.39305590754726544, + "TN": 86730582, + "TP": 77546, + "n_pred": 104485, + "n_ref": 170351 + }, + "4": { + "Dice": 0.5844351923868784, + "FN": 3748, + "FP": 14418, + "IoU": 0.412863606981254, + "TN": 86896932, + "TP": 12774, + "n_pred": 27192, + "n_ref": 16522 + }, + "5": { + "Dice": 0.7840034680828005, + "FN": 1856, + "FP": 137, + "IoU": 0.6447415329768271, + "TN": 86922262, + "TP": 3617, + "n_pred": 3754, + "n_ref": 5473 + }, + "6": { + "Dice": 0.8013221692027823, + "FN": 89824, + "FP": 447950, + "IoU": 0.6685050383136212, + "TN": 85305603, + "TP": 1084495, + "n_pred": 1532445, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.2724828716797618, + "FN": 859570, + "FP": 14237, + "IoU": 0.1577309233076677, + "TN": 85890428, + "TP": 163637, + "n_pred": 177874, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.926981633529084, + "FN": 3639, + "FP": 4356, + "IoU": 0.8639009941440828, + "TN": 86869128, + "TP": 50749, + "n_pred": 55105, + "n_ref": 54388 + }, + "9": { + "Dice": 0.7463717355486055, + "FN": 12935, + "FP": 12772, + "IoU": 0.5953692627337405, + "TN": 86864340, + "TP": 37825, + "n_pred": 50597, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.2556234308194183, + "FN": 43563, + "FP": 217935, + "IoU": 0.1465414265106169, + "TN": 37443202, + "TP": 44900, + "n_pred": 262835, + "n_ref": 88463 + }, + "10": { + "Dice": 0.32667932467799043, + "FN": 46512, + "FP": 5972, + "IoU": 0.19522816486751718, + "TN": 37684384, + "TP": 12732, + "n_pred": 18704, + "n_ref": 59244 + }, + "11": { + "Dice": 0.7168831168831169, + "FN": 1070, + "FP": 129, + "IoU": 0.5587044534412956, + "TN": 37746883, + "TP": 1518, + "n_pred": 1647, + "n_ref": 2588 + }, + "12": { + "Dice": 0.0, + "FN": 2917, + "FP": 0, + "IoU": 0.0, + "TN": 37746683, + "TP": 0, + "n_pred": 0, + "n_ref": 2917 + }, + "13": { + "Dice": 0.3068923032323525, + "FN": 36416, + "FP": 1838, + "IoU": 0.18125976499796673, + "TN": 37702877, + "TP": 8469, + "n_pred": 10307, + "n_ref": 44885 + }, + "14": { + "Dice": 0.27658607619775477, + "FN": 73493, + "FP": 66599, + "IoU": 0.160487316701923, + "TN": 37582727, + "TP": 26781, + "n_pred": 93380, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 42204, + "IoU": 0.0, + "TN": 37707396, + "TP": 0, + "n_pred": 42204, + "n_ref": 0 + }, + "2": { + "Dice": 0.006950581366484297, + "FN": 99882, + "FP": 129, + "IoU": 0.0034874104482817032, + "TN": 37649239, + "TP": 350, + "n_pred": 479, + "n_ref": 100232 + }, + "3": { + "Dice": 0.4287865461645078, + "FN": 9965, + "FP": 199808, + "IoU": 0.27290152405314255, + "TN": 37461093, + "TP": 78734, + "n_pred": 278542, + "n_ref": 88699 + }, + "4": { + "Dice": 0.0, + "FN": 11694, + "FP": 0, + "IoU": 0.0, + "TN": 37737906, + "TP": 0, + "n_pred": 0, + "n_ref": 11694 + }, + "5": { + "Dice": 0.6507891503638598, + "FN": 3163, + "FP": 4227, + "IoU": 0.48234799663771366, + "TN": 37735324, + "TP": 6886, + "n_pred": 11113, + "n_ref": 10049 + }, + "6": { + "Dice": 0.6674266177715886, + "FN": 363410, + "FP": 14406, + "IoU": 0.5008554325582255, + "TN": 36992673, + "TP": 379111, + "n_pred": 393517, + "n_ref": 742521 + }, + "7": { + "Dice": 0.5211411563652419, + "FN": 217821, + "FP": 16431, + "IoU": 0.3523941169965719, + "TN": 37387880, + "TP": 127468, + "n_pred": 143899, + "n_ref": 345289 + }, + "8": { + "Dice": 0.807555340303695, + "FN": 7221, + "FP": 26554, + "IoU": 0.6772266819571865, + "TN": 37644960, + "TP": 70865, + "n_pred": 97419, + "n_ref": 78086 + }, + "9": { + "Dice": 0.6377965781264769, + "FN": 27782, + "FP": 2872, + "IoU": 0.4682094963829086, + "TN": 37691957, + "TP": 26989, + "n_pred": 29861, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6537999493321929, + "FN": 78021, + "FP": 49068, + "IoU": 0.4856632927683099, + "TN": 75659595, + "TP": 120004, + "n_pred": 169072, + "n_ref": 198025 + }, + "10": { + "Dice": 0.6596506063856118, + "FN": 50146, + "FP": 15860, + "IoU": 0.49214824845542465, + "TN": 75776717, + "TP": 63965, + "n_pred": 79825, + "n_ref": 114111 + }, + "11": { + "Dice": 0.7636932707355243, + "FN": 1170, + "FP": 793, + "IoU": 0.6177215189873417, + "TN": 75901553, + "TP": 3172, + "n_pred": 3965, + "n_ref": 4342 + }, + "12": { + "Dice": 0.6236845610763287, + "FN": 2243, + "FP": 582, + "IoU": 0.4531552458381727, + "TN": 75901522, + "TP": 2341, + "n_pred": 2923, + "n_ref": 4584 + }, + "13": { + "Dice": 0.3521037597467768, + "FN": 30099, + "FP": 11862, + "IoU": 0.21366864681520903, + "TN": 75853325, + "TP": 11402, + "n_pred": 23264, + "n_ref": 41501 + }, + "14": { + "Dice": 0.8612377213171473, + "FN": 9175, + "FP": 27723, + "IoU": 0.7562928079364345, + "TN": 75755285, + "TP": 114505, + "n_pred": 142228, + "n_ref": 123680 + }, + "15": { + "Dice": 0.5646131788984093, + "FN": 112248, + "FP": 3453, + "IoU": 0.3933526284330072, + "TN": 75715966, + "TP": 75021, + "n_pred": 78474, + "n_ref": 187269 + }, + "2": { + "Dice": 0.6283566992322929, + "FN": 66298, + "FP": 83239, + "IoU": 0.45810503275932046, + "TN": 75630736, + "TP": 126415, + "n_pred": 209654, + "n_ref": 192713 + }, + "3": { + "Dice": 0.5489150552407771, + "FN": 130380, + "FP": 68253, + "IoU": 0.3782790643809333, + "TN": 75587199, + "TP": 120856, + "n_pred": 189109, + "n_ref": 251236 + }, + "4": { + "Dice": 0.7015867855401198, + "FN": 2123, + "FP": 21742, + "IoU": 0.5403416860879446, + "TN": 75854769, + "TP": 28054, + "n_pred": 49796, + "n_ref": 30177 + }, + "5": { + "Dice": 0.8015220326500553, + "FN": 3099, + "FP": 135, + "IoU": 0.6687832855387137, + "TN": 75896924, + "TP": 6530, + "n_pred": 6665, + "n_ref": 9629 + }, + "6": { + "Dice": 0.9070891281023377, + "FN": 142046, + "FP": 178532, + "IoU": 0.8299753908818974, + "TN": 74021208, + "TP": 1564902, + "n_pred": 1743434, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.7617010053697081, + "FN": 93228, + "FP": 19715, + "IoU": 0.6151188111051665, + "TN": 75613239, + "TP": 180506, + "n_pred": 200221, + "n_ref": 273734 + }, + "8": { + "Dice": 0.7945832503277754, + "FN": 5992, + "FP": 38347, + "IoU": 0.659177210324842, + "TN": 75776594, + "TP": 85755, + "n_pred": 124102, + "n_ref": 91747 + }, + "9": { + "Dice": 0.7794822835072797, + "FN": 23860, + "FP": 6629, + "IoU": 0.6386488888888889, + "TN": 75822313, + "TP": 53886, + "n_pred": 60515, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5097359973315135, + "FN": 11763, + "FP": 148444, + "IoU": 0.34204409179767714, + "TN": 61144258, + "TP": 83285, + "n_pred": 231729, + "n_ref": 95048 + }, + "10": { + "Dice": 0.6072823956759995, + "FN": 29403, + "FP": 33519, + "IoU": 0.4360413006847596, + "TN": 61276178, + "TP": 48650, + "n_pred": 82169, + "n_ref": 78053 + }, + "11": { + "Dice": 0.8025823989126741, + "FN": 980, + "FP": 182, + "IoU": 0.6702610669693531, + "TN": 61384226, + "TP": 2362, + "n_pred": 2544, + "n_ref": 3342 + }, + "12": { + "Dice": 0.6644724104549855, + "FN": 1653, + "FP": 80, + "IoU": 0.4975355175413163, + "TN": 61384301, + "TP": 1716, + "n_pred": 1796, + "n_ref": 3369 + }, + "13": { + "Dice": 0.155486409810561, + "FN": 36057, + "FP": 855, + "IoU": 0.08429670057057802, + "TN": 61347440, + "TP": 3398, + "n_pred": 4253, + "n_ref": 39455 + }, + "14": { + "Dice": 0.6724496800336573, + "FN": 5723, + "FP": 53447, + "IoU": 0.5065342306954557, + "TN": 61267843, + "TP": 60737, + "n_pred": 114184, + "n_ref": 66460 + }, + "15": { + "Dice": 0.5208354490369317, + "FN": 27345, + "FP": 965, + "IoU": 0.35211461003295497, + "TN": 61344054, + "TP": 15386, + "n_pred": 16351, + "n_ref": 42731 + }, + "2": { + "Dice": 0.10008373084339794, + "FN": 125275, + "FP": 16595, + "IoU": 0.05267796927062814, + "TN": 61237991, + "TP": 7889, + "n_pred": 24484, + "n_ref": 133164 + }, + "3": { + "Dice": 0.6013645528674115, + "FN": 8504, + "FP": 157371, + "IoU": 0.42996518792677435, + "TN": 61096759, + "TP": 125116, + "n_pred": 282487, + "n_ref": 133620 + }, + "4": { + "Dice": 0.7098015165031222, + "FN": 6245, + "FP": 4165, + "IoU": 0.5501490860377685, + "TN": 61364609, + "TP": 12731, + "n_pred": 16896, + "n_ref": 18976 + }, + "5": { + "Dice": 0.08396407306489051, + "FN": 26447, + "FP": 784, + "IoU": 0.043821763404613925, + "TN": 61359271, + "TP": 1248, + "n_pred": 2032, + "n_ref": 27695 + }, + "6": { + "Dice": 0.7911013256682351, + "FN": 286129, + "FP": 88076, + "IoU": 0.6543983730526689, + "TN": 60304986, + "TP": 708559, + "n_pred": 796635, + "n_ref": 994688 + }, + "7": { + "Dice": 0.3620417656874147, + "FN": 108534, + "FP": 143804, + "IoU": 0.22103235485693293, + "TN": 61063811, + "TP": 71601, + "n_pred": 215405, + "n_ref": 180135 + }, + "8": { + "Dice": 0.6320650855077461, + "FN": 122591, + "FP": 21450, + "IoU": 0.4620578646041462, + "TN": 61119987, + "TP": 123722, + "n_pred": 145172, + "n_ref": 246313 + }, + "9": { + "Dice": 0.6077789028530586, + "FN": 44003, + "FP": 2092, + "IoU": 0.4365534354410884, + "TN": 61305941, + "TP": 35714, + "n_pred": 37806, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6655934640996821, + "FN": 47831, + "FP": 90518, + "IoU": 0.4987936181312312, + "TN": 39472768, + "TP": 137683, + "n_pred": 228201, + "n_ref": 185514 + }, + "10": { + "Dice": 0.5773848005331053, + "FN": 22806, + "FP": 19685, + "IoU": 0.40586154340925934, + "TN": 39677283, + "TP": 29026, + "n_pred": 48711, + "n_ref": 51832 + }, + "11": { + "Dice": 0.7458432304038005, + "FN": 1147, + "FP": 137, + "IoU": 0.5946969696969697, + "TN": 39745632, + "TP": 1884, + "n_pred": 2021, + "n_ref": 3031 + }, + "12": { + "Dice": 0.19622641509433963, + "FN": 3070, + "FP": 125, + "IoU": 0.1087866108786611, + "TN": 39745215, + "TP": 390, + "n_pred": 515, + "n_ref": 3460 + }, + "13": { + "Dice": 0.4397433912938789, + "FN": 31027, + "FP": 1548, + "IoU": 0.281840428580877, + "TN": 39703441, + "TP": 12784, + "n_pred": 14332, + "n_ref": 43811 + }, + "14": { + "Dice": 0.29353117445888893, + "FN": 20158, + "FP": 43261, + "IoU": 0.17201086246964514, + "TN": 39672206, + "TP": 13175, + "n_pred": 56436, + "n_ref": 33333 + }, + "15": { + "Dice": 0.8129978990924506, + "FN": 13599, + "FP": 3936, + "IoU": 0.6849169841155753, + "TN": 39693148, + "TP": 38117, + "n_pred": 42053, + "n_ref": 51716 + }, + "2": { + "Dice": 0.0, + "FN": 117847, + "FP": 1660, + "IoU": 0.0, + "TN": 39629293, + "TP": 0, + "n_pred": 1660, + "n_ref": 117847 + }, + "3": { + "Dice": 0.6388186776639617, + "FN": 7022, + "FP": 136873, + "IoU": 0.46931196247068024, + "TN": 39477652, + "TP": 127253, + "n_pred": 264126, + "n_ref": 134275 + }, + "4": { + "Dice": 0.8694612860464611, + "FN": 3768, + "FP": 2239, + "IoU": 0.7690681224050439, + "TN": 39722788, + "TP": 20005, + "n_pred": 22244, + "n_ref": 23773 + }, + "5": { + "Dice": 0.7798144029450111, + "FN": 1440, + "FP": 1431, + "IoU": 0.6390949088623508, + "TN": 39740845, + "TP": 5084, + "n_pred": 6515, + "n_ref": 6524 + }, + "6": { + "Dice": 0.8881964523578654, + "FN": 119148, + "FP": 84476, + "IoU": 0.7988789514492145, + "TN": 38736355, + "TP": 808821, + "n_pred": 893297, + "n_ref": 927969 + }, + "7": { + "Dice": 0.3309449161373336, + "FN": 585989, + "FP": 4701, + "IoU": 0.1982828004522375, + "TN": 39012019, + "TP": 146091, + "n_pred": 150792, + "n_ref": 732080 + }, + "8": { + "Dice": 0.8629373177842565, + "FN": 2176, + "FP": 12868, + "IoU": 0.758917983397968, + "TN": 39686398, + "TP": 47358, + "n_pred": 60226, + "n_ref": 49534 + }, + "9": { + "Dice": 0.675834855681403, + "FN": 18507, + "FP": 3674, + "IoU": 0.5103856256760038, + "TN": 39703497, + "TP": 23122, + "n_pred": 26796, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5318129747448934, + "FN": 21517, + "FP": 111310, + "IoU": 0.36222427088434983, + "TN": 101188342, + "TP": 75439, + "n_pred": 186749, + "n_ref": 96956 + }, + "10": { + "Dice": 0.4111643718177142, + "FN": 54814, + "FP": 24173, + "IoU": 0.2587834540745467, + "TN": 101290044, + "TP": 27577, + "n_pred": 51750, + "n_ref": 82391 + }, + "11": { + "Dice": 0.5193223928004235, + "FN": 3567, + "FP": 65, + "IoU": 0.35073292813728996, + "TN": 101391014, + "TP": 1962, + "n_pred": 2027, + "n_ref": 5529 + }, + "12": { + "Dice": 0.6973282908381115, + "FN": 2367, + "FP": 114, + "IoU": 0.5353062371230568, + "TN": 101391269, + "TP": 2858, + "n_pred": 2972, + "n_ref": 5225 + }, + "13": { + "Dice": 0.48275948416176284, + "FN": 30666, + "FP": 10646, + "IoU": 0.3181825683682395, + "TN": 101336017, + "TP": 19279, + "n_pred": 29925, + "n_ref": 49945 + }, + "14": { + "Dice": 0.8693210894817043, + "FN": 23525, + "FP": 22184, + "IoU": 0.7688487698804015, + "TN": 101198863, + "TP": 152036, + "n_pred": 174220, + "n_ref": 175561 + }, + "15": { + "Dice": 0.6200541490523915, + "FN": 13820, + "FP": 2178, + "IoU": 0.4493322318601129, + "TN": 101367556, + "TP": 13054, + "n_pred": 15232, + "n_ref": 26874 + }, + "2": { + "Dice": 0.44134765625, + "FN": 113948, + "FP": 57670, + "IoU": 0.2831597809606155, + "TN": 101157199, + "TP": 67791, + "n_pred": 125461, + "n_ref": 181739 + }, + "3": { + "Dice": 0.48037455807182494, + "FN": 79401, + "FP": 110493, + "IoU": 0.3161137901602267, + "TN": 101118939, + "TP": 87775, + "n_pred": 198268, + "n_ref": 167176 + }, + "4": { + "Dice": 0.5561409076483655, + "FN": 1384, + "FP": 12602, + "IoU": 0.3851767188324248, + "TN": 101373860, + "TP": 8762, + "n_pred": 21364, + "n_ref": 10146 + }, + "5": { + "Dice": 0.551494116651147, + "FN": 22229, + "FP": 4262, + "IoU": 0.38073308710084625, + "TN": 101353830, + "TP": 16287, + "n_pred": 20549, + "n_ref": 38516 + }, + "6": { + "Dice": 0.8485953839763556, + "FN": 150167, + "FP": 449446, + "IoU": 0.7370088430832983, + "TN": 99116634, + "TP": 1680361, + "n_pred": 2129807, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.5456200702937862, + "FN": 278224, + "FP": 26231, + "IoU": 0.3751564905079528, + "TN": 100909358, + "TP": 182795, + "n_pred": 209026, + "n_ref": 461019 + }, + "8": { + "Dice": 0.5602634871048223, + "FN": 136814, + "FP": 49837, + "IoU": 0.38914307033735224, + "TN": 101091052, + "TP": 118905, + "n_pred": 168742, + "n_ref": 255719 + }, + "9": { + "Dice": 0.5539091367464122, + "FN": 49817, + "FP": 9460, + "IoU": 0.3830389575245371, + "TN": 101300529, + "TP": 36802, + "n_pred": 46262, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5845484799946885, + "FN": 111344, + "FP": 38833, + "IoU": 0.4129766874618885, + "TN": 73627676, + "TP": 105651, + "n_pred": 144484, + "n_ref": 216995 + }, + "10": { + "Dice": 0.010517866118517296, + "FN": 75140, + "FP": 56755, + "IoU": 0.005286735648134182, + "TN": 73750908, + "TP": 701, + "n_pred": 57456, + "n_ref": 75841 + }, + "11": { + "Dice": 0.5300071445582282, + "FN": 1808, + "FP": 6086, + "IoU": 0.36055083029566626, + "TN": 73871159, + "TP": 4451, + "n_pred": 10537, + "n_ref": 6259 + }, + "12": { + "Dice": 0.0269694819020582, + "FN": 5465, + "FP": 19, + "IoU": 0.013669064748201438, + "TN": 73877944, + "TP": 76, + "n_pred": 95, + "n_ref": 5541 + }, + "13": { + "Dice": 0.0004453728937573566, + "FN": 61218, + "FP": 33043, + "IoU": 0.00022273604717761608, + "TN": 73789222, + "TP": 21, + "n_pred": 33064, + "n_ref": 61239 + }, + "14": { + "Dice": 0.48819493963461114, + "FN": 51506, + "FP": 52567, + "IoU": 0.322921884860353, + "TN": 73729795, + "TP": 49636, + "n_pred": 102203, + "n_ref": 101142 + }, + "15": { + "Dice": 0.309778521154429, + "FN": 180781, + "FP": 3680, + "IoU": 0.183276881184831, + "TN": 73657649, + "TP": 41394, + "n_pred": 45074, + "n_ref": 222175 + }, + "2": { + "Dice": 0.241827539063898, + "FN": 157265, + "FP": 54579, + "IoU": 0.13754483387547886, + "TN": 73637875, + "TP": 33785, + "n_pred": 88364, + "n_ref": 191050 + }, + "3": { + "Dice": 0.45706745996597525, + "FN": 112707, + "FP": 65054, + "IoU": 0.2962329512837263, + "TN": 73630919, + "TP": 74824, + "n_pred": 139878, + "n_ref": 187531 + }, + "4": { + "Dice": 0.0, + "FN": 47888, + "FP": 37028, + "IoU": 0.0, + "TN": 73798588, + "TP": 0, + "n_pred": 37028, + "n_ref": 47888 + }, + "5": { + "Dice": 0.014567885031826235, + "FN": 15017, + "FP": 0, + "IoU": 0.007337387625594923, + "TN": 73868376, + "TP": 111, + "n_pred": 111, + "n_ref": 15128 + }, + "6": { + "Dice": 0.6253397309363901, + "FN": 276519, + "FP": 1430776, + "IoU": 0.454904928155346, + "TN": 70751399, + "TP": 1424810, + "n_pred": 2855586, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.17693130848569022, + "FN": 149286, + "FP": 67614, + "IoU": 0.09705136691186572, + "TN": 73643291, + "TP": 23313, + "n_pred": 90927, + "n_ref": 172599 + }, + "8": { + "Dice": 0.6419657408568205, + "FN": 23119, + "FP": 39711, + "IoU": 0.4727168968932006, + "TN": 73764346, + "TP": 56328, + "n_pred": 96039, + "n_ref": 79447 + }, + "9": { + "Dice": 0.5468366221078836, + "FN": 40867, + "FP": 40866, + "IoU": 0.37630773691881536, + "TN": 73752457, + "TP": 49314, + "n_pred": 90180, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.713185769114991, + "FN": 35713, + "FP": 86245, + "IoU": 0.5542258952362502, + "TN": 69222189, + "TP": 151629, + "n_pred": 237874, + "n_ref": 187342 + }, + "10": { + "Dice": 0.5626964362387291, + "FN": 34710, + "FP": 16214, + "IoU": 0.3914944973532329, + "TN": 69412089, + "TP": 32763, + "n_pred": 48977, + "n_ref": 67473 + }, + "11": { + "Dice": 0.8059427171082861, + "FN": 830, + "FP": 437, + "IoU": 0.6749615187275526, + "TN": 69491878, + "TP": 2631, + "n_pred": 3068, + "n_ref": 3461 + }, + "12": { + "Dice": 0.5381493506493507, + "FN": 1826, + "FP": 450, + "IoU": 0.36812881732370906, + "TN": 69492174, + "TP": 1326, + "n_pred": 1776, + "n_ref": 3152 + }, + "13": { + "Dice": 0.6026833134508849, + "FN": 40938, + "FP": 7688, + "IoU": 0.43131476153720205, + "TN": 69410270, + "TP": 36880, + "n_pred": 44568, + "n_ref": 77818 + }, + "14": { + "Dice": 0.8652115961346218, + "FN": 26403, + "FP": 12429, + "IoU": 0.7624431067390985, + "TN": 69332312, + "TP": 124632, + "n_pred": 137061, + "n_ref": 151035 + }, + "15": { + "Dice": 0.5437263199875922, + "FN": 57186, + "FP": 4593, + "IoU": 0.37336822566412076, + "TN": 69397187, + "TP": 36810, + "n_pred": 41403, + "n_ref": 93996 + }, + "2": { + "Dice": 0.1325369015414223, + "FN": 139200, + "FP": 4137, + "IoU": 0.07097163079196563, + "TN": 69341489, + "TP": 10950, + "n_pred": 15087, + "n_ref": 150150 + }, + "3": { + "Dice": 0.6526650941358425, + "FN": 21494, + "FP": 139304, + "IoU": 0.4844119240844831, + "TN": 69183903, + "TP": 151075, + "n_pred": 290379, + "n_ref": 172569 + }, + "4": { + "Dice": 0.5787413031401286, + "FN": 15242, + "FP": 16606, + "IoU": 0.4072033503955328, + "TN": 69442051, + "TP": 21877, + "n_pred": 38483, + "n_ref": 37119 + }, + "5": { + "Dice": 0.7959991409198294, + "FN": 6121, + "FP": 528, + "IoU": 0.6611283828551042, + "TN": 69476155, + "TP": 12972, + "n_pred": 13500, + "n_ref": 19093 + }, + "6": { + "Dice": 0.8825784149797415, + "FN": 125595, + "FP": 226726, + "IoU": 0.7898347649725602, + "TN": 67819376, + "TP": 1324079, + "n_pred": 1550805, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.8677688250829729, + "FN": 48000, + "FP": 32759, + "IoU": 0.7664237165582068, + "TN": 69150026, + "TP": 264991, + "n_pred": 297750, + "n_ref": 312991 + }, + "8": { + "Dice": 0.6978256212510712, + "FN": 23536, + "FP": 32886, + "IoU": 0.5358926059668836, + "TN": 69374205, + "TP": 65149, + "n_pred": 98035, + "n_ref": 88685 + }, + "9": { + "Dice": 0.5436952607380732, + "FN": 49268, + "FP": 2936, + "IoU": 0.3733389352379809, + "TN": 69412471, + "TP": 31101, + "n_pred": 34037, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.705632226501821, + "FN": 13895, + "FP": 143391, + "IoU": 0.5451558984621258, + "TN": 50487750, + "TP": 188516, + "n_pred": 331907, + "n_ref": 202411 + }, + "10": { + "Dice": 0.6565686948550475, + "FN": 30001, + "FP": 17953, + "IoU": 0.48872517138805666, + "TN": 50739759, + "TP": 45839, + "n_pred": 63792, + "n_ref": 75840 + }, + "11": { + "Dice": 0.7621655038417381, + "FN": 2414, + "FP": 279, + "IoU": 0.6157248858447488, + "TN": 50826544, + "TP": 4315, + "n_pred": 4594, + "n_ref": 6729 + }, + "12": { + "Dice": 0.08111803129272369, + "FN": 6032, + "FP": 17, + "IoU": 0.04227359088030399, + "TN": 50827236, + "TP": 267, + "n_pred": 284, + "n_ref": 6299 + }, + "13": { + "Dice": 0.3408141154620028, + "FN": 31748, + "FP": 32137, + "IoU": 0.20541044776119402, + "TN": 50753152, + "TP": 16515, + "n_pred": 48652, + "n_ref": 48263 + }, + "14": { + "Dice": 0.24368606550330954, + "FN": 36563, + "FP": 51419, + "IoU": 0.13874858060221623, + "TN": 50731396, + "TP": 14174, + "n_pred": 65593, + "n_ref": 50737 + }, + "15": { + "Dice": 0.09718205502043548, + "FN": 32723, + "FP": 5050, + "IoU": 0.05107270260764709, + "TN": 50793746, + "TP": 2033, + "n_pred": 7083, + "n_ref": 34756 + }, + "2": { + "Dice": 0.30322974906721023, + "FN": 172126, + "FP": 11443, + "IoU": 0.1787099631788755, + "TN": 50610039, + "TP": 39944, + "n_pred": 51387, + "n_ref": 212070 + }, + "3": { + "Dice": 0.6803736368770908, + "FN": 7383, + "FP": 176538, + "IoU": 0.5155805127043535, + "TN": 50453879, + "TP": 195752, + "n_pred": 372290, + "n_ref": 203135 + }, + "4": { + "Dice": 0.8513134805269637, + "FN": 1713, + "FP": 3964, + "IoU": 0.7411190660768845, + "TN": 50811623, + "TP": 16252, + "n_pred": 20216, + "n_ref": 17965 + }, + "5": { + "Dice": 0.8240413614821198, + "FN": 3281, + "FP": 803, + "IoU": 0.7007400893969371, + "TN": 50819905, + "TP": 9563, + "n_pred": 10366, + "n_ref": 12844 + }, + "6": { + "Dice": 0.8641839046536054, + "FN": 205272, + "FP": 420574, + "IoU": 0.7608484403366829, + "TN": 48216609, + "TP": 1991097, + "n_pred": 2411671, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.49598916348481403, + "FN": 89954, + "FP": 191341, + "IoU": 0.32977765282198884, + "TN": 50413848, + "TP": 138409, + "n_pred": 329750, + "n_ref": 228363 + }, + "8": { + "Dice": 0.7659045826867228, + "FN": 8905, + "FP": 48568, + "IoU": 0.6206202307712618, + "TN": 50682060, + "TP": 94019, + "n_pred": 142587, + "n_ref": 102924 + }, + "9": { + "Dice": 0.3735145688787402, + "FN": 87474, + "FP": 5259, + "IoU": 0.22964519800294075, + "TN": 50713175, + "TP": 27644, + "n_pred": 32903, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7922614069994329, + "FN": 47104, + "FP": 39346, + "IoU": 0.655987489007119, + "TN": 76633561, + "TP": 164849, + "n_pred": 204195, + "n_ref": 211953 + }, + "10": { + "Dice": 0.547297583632095, + "FN": 32672, + "FP": 20741, + "IoU": 0.37674445740956825, + "TN": 76799160, + "TP": 32287, + "n_pred": 53028, + "n_ref": 64959 + }, + "11": { + "Dice": 0.7787857641311933, + "FN": 642, + "FP": 626, + "IoU": 0.6377142857142857, + "TN": 76881360, + "TP": 2232, + "n_pred": 2858, + "n_ref": 2874 + }, + "12": { + "Dice": 0.6004773269689737, + "FN": 1351, + "FP": 323, + "IoU": 0.42905866302864937, + "TN": 76881928, + "TP": 1258, + "n_pred": 1581, + "n_ref": 2609 + }, + "13": { + "Dice": 0.2995304591743399, + "FN": 32959, + "FP": 12989, + "IoU": 0.17614573621171914, + "TN": 76829088, + "TP": 9824, + "n_pred": 22813, + "n_ref": 42783 + }, + "14": { + "Dice": 0.8223596701250333, + "FN": 7319, + "FP": 24733, + "IoU": 0.6983114022702885, + "TN": 76778618, + "TP": 74190, + "n_pred": 98923, + "n_ref": 81509 + }, + "15": { + "Dice": 0.4903463735628028, + "FN": 26453, + "FP": 1739, + "IoU": 0.32480720410020597, + "TN": 76843106, + "TP": 13562, + "n_pred": 15301, + "n_ref": 40015 + }, + "2": { + "Dice": 0.723055535230848, + "FN": 19900, + "FP": 44445, + "IoU": 0.5662388264955306, + "TN": 76736518, + "TP": 83997, + "n_pred": 128442, + "n_ref": 103897 + }, + "3": { + "Dice": 0.5726284279405762, + "FN": 51117, + "FP": 17983, + "IoU": 0.4011768478157254, + "TN": 76769467, + "TP": 46293, + "n_pred": 64276, + "n_ref": 97410 + }, + "4": { + "Dice": 0.9330031807384145, + "FN": 1709, + "FP": 1619, + "IoU": 0.874419833213841, + "TN": 76858359, + "TP": 23173, + "n_pred": 24792, + "n_ref": 24882 + }, + "5": { + "Dice": 0.5207444564249215, + "FN": 10201, + "FP": 22, + "IoU": 0.35203143816948723, + "TN": 76869083, + "TP": 5554, + "n_pred": 5576, + "n_ref": 15755 + }, + "6": { + "Dice": 0.8519941570816673, + "FN": 62792, + "FP": 308355, + "IoU": 0.74215141180451, + "TN": 75445461, + "TP": 1068252, + "n_pred": 1376607, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.6898701758951883, + "FN": 36572, + "FP": 75441, + "IoU": 0.5265662709163683, + "TN": 76648263, + "TP": 124584, + "n_pred": 200025, + "n_ref": 161156 + }, + "8": { + "Dice": 0.7675600078403535, + "FN": 4861, + "FP": 39016, + "IoU": 0.6227970633242207, + "TN": 76768538, + "TP": 72445, + "n_pred": 111461, + "n_ref": 77306 + }, + "9": { + "Dice": 0.5560874844724831, + "FN": 51925, + "FP": 11685, + "IoU": 0.38512546881645593, + "TN": 76781408, + "TP": 39842, + "n_pred": 51527, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4011812677412922, + "FN": 77298, + "FP": 63831, + "IoU": 0.2509235472707586, + "TN": 130811528, + "TP": 47275, + "n_pred": 111106, + "n_ref": 124573 + }, + "10": { + "Dice": 0.46573577053134385, + "FN": 18172, + "FP": 72202, + "IoU": 0.3035564289292182, + "TN": 130870167, + "TP": 39391, + "n_pred": 111593, + "n_ref": 57563 + }, + "11": { + "Dice": 0.7633057513535602, + "FN": 1832, + "FP": 485, + "IoU": 0.6172146043284322, + "TN": 130993879, + "TP": 3736, + "n_pred": 4221, + "n_ref": 5568 + }, + "12": { + "Dice": 0.39899760296360864, + "FN": 5471, + "FP": 45, + "IoU": 0.2492173676330475, + "TN": 130992585, + "TP": 1831, + "n_pred": 1876, + "n_ref": 7302 + }, + "13": { + "Dice": 0.1521921629160235, + "FN": 69987, + "FP": 23934, + "IoU": 0.08236363103438168, + "TN": 130897581, + "TP": 8430, + "n_pred": 32364, + "n_ref": 78417 + }, + "14": { + "Dice": 0.019701636158831408, + "FN": 936584, + "FP": 12883, + "IoU": 0.009948822116186726, + "TN": 130040924, + "TP": 9541, + "n_pred": 22424, + "n_ref": 946125 + }, + "15": { + "Dice": 0.0, + "FN": 25310, + "FP": 24817, + "IoU": 0.0, + "TN": 130949805, + "TP": 0, + "n_pred": 24817, + "n_ref": 25310 + }, + "2": { + "Dice": 0.5239846973508008, + "FN": 136881, + "FP": 12058, + "IoU": 0.35499950197693503, + "TN": 130769019, + "TP": 81974, + "n_pred": 94032, + "n_ref": 218855 + }, + "3": { + "Dice": 0.6967386168365876, + "FN": 86189, + "FP": 85174, + "IoU": 0.5346115720435072, + "TN": 130631717, + "TP": 196852, + "n_pred": 282026, + "n_ref": 283041 + }, + "4": { + "Dice": 0.007439404847612191, + "FN": 2187, + "FP": 22629, + "IoU": 0.0037335902685776226, + "TN": 130975023, + "TP": 93, + "n_pred": 22722, + "n_ref": 2280 + }, + "5": { + "Dice": 0.00033722547738481644, + "FN": 23715, + "FP": 0, + "IoU": 0.00016864117374256924, + "TN": 130976213, + "TP": 4, + "n_pred": 4, + "n_ref": 23719 + }, + "6": { + "Dice": 0.8198926580462241, + "FN": 138167, + "FP": 448287, + "IoU": 0.6947610856219373, + "TN": 129078637, + "TP": 1334841, + "n_pred": 1783128, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.3553043830903371, + "FN": 149747, + "FP": 47379, + "IoU": 0.21603047970538405, + "TN": 130748486, + "TP": 54320, + "n_pred": 101699, + "n_ref": 204067 + }, + "8": { + "Dice": 0.7952564113078494, + "FN": 29055, + "FP": 20875, + "IoU": 0.6601042900516004, + "TN": 130853034, + "TP": 96968, + "n_pred": 117843, + "n_ref": 126023 + }, + "9": { + "Dice": 0.6802509300913747, + "FN": 13519, + "FP": 27563, + "IoU": 0.5154395980278833, + "TN": 130915150, + "TP": 43700, + "n_pred": 71263, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.46831661920201384, + "FN": 17046, + "FP": 74621, + "IoU": 0.30575288931974126, + "TN": 74294660, + "TP": 40371, + "n_pred": 114992, + "n_ref": 57417 + }, + "10": { + "Dice": 0.6012132141978851, + "FN": 42104, + "FP": 6544, + "IoU": 0.429810475978387, + "TN": 74341379, + "TP": 36671, + "n_pred": 43215, + "n_ref": 78775 + }, + "11": { + "Dice": 0.744463796964419, + "FN": 892, + "FP": 135, + "IoU": 0.5929449068569164, + "TN": 74424175, + "TP": 1496, + "n_pred": 1631, + "n_ref": 2388 + }, + "12": { + "Dice": 0.6561453849832616, + "FN": 1085, + "FP": 353, + "IoU": 0.48825622775800714, + "TN": 74423888, + "TP": 1372, + "n_pred": 1725, + "n_ref": 2457 + }, + "13": { + "Dice": 0.11276666029173983, + "FN": 96841, + "FP": 5221, + "IoU": 0.0597523676161698, + "TN": 74318150, + "TP": 6486, + "n_pred": 11707, + "n_ref": 103327 + }, + "14": { + "Dice": 0.753410087390262, + "FN": 57914, + "FP": 16043, + "IoU": 0.6043768522183826, + "TN": 74239760, + "TP": 112981, + "n_pred": 129024, + "n_ref": 170895 + }, + "15": { + "Dice": 0.1852881892174623, + "FN": 18587, + "FP": 13344, + "IoU": 0.10210336876441145, + "TN": 74391136, + "TP": 3631, + "n_pred": 16975, + "n_ref": 22218 + }, + "2": { + "Dice": 0.7645253657274083, + "FN": 25703, + "FP": 31616, + "IoU": 0.6188110581303328, + "TN": 74276329, + "TP": 93050, + "n_pred": 124666, + "n_ref": 118753 + }, + "3": { + "Dice": 0.6708430027349084, + "FN": 51842, + "FP": 26027, + "IoU": 0.5047131408217784, + "TN": 74269478, + "TP": 79351, + "n_pred": 105378, + "n_ref": 131193 + }, + "4": { + "Dice": 0.41302358682391216, + "FN": 22335, + "FP": 759, + "IoU": 0.2602581761107018, + "TN": 74395479, + "TP": 8125, + "n_pred": 8884, + "n_ref": 30460 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 74426698, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9283229822398926, + "FN": 29378, + "FP": 103147, + "IoU": 0.866233918293931, + "TN": 73435976, + "TP": 858197, + "n_pred": 961344, + "n_ref": 887575 + }, + "7": { + "Dice": 0.6126368827418084, + "FN": 71602, + "FP": 28187, + "IoU": 0.4415836597649692, + "TN": 74247998, + "TP": 78911, + "n_pred": 107098, + "n_ref": 150513 + }, + "8": { + "Dice": 0.6016043371612514, + "FN": 2396, + "FP": 51689, + "IoU": 0.4302103854784505, + "TN": 74331777, + "TP": 40836, + "n_pred": 92525, + "n_ref": 43232 + }, + "9": { + "Dice": 0.7621813838594967, + "FN": 5694, + "FP": 11828, + "IoU": 0.6157456140350878, + "TN": 74381098, + "TP": 28078, + "n_pred": 39906, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8189104655254906, + "FN": 36851, + "FP": 8946, + "IoU": 0.6933517245073554, + "TN": 106497341, + "TP": 103550, + "n_pred": 112496, + "n_ref": 140401 + }, + "10": { + "Dice": 0.6681077425626596, + "FN": 44018, + "FP": 10949, + "IoU": 0.5016229644942516, + "TN": 106536396, + "TP": 55325, + "n_pred": 66274, + "n_ref": 99343 + }, + "11": { + "Dice": 0.5044560758240204, + "FN": 2868, + "FP": 635, + "IoU": 0.33730609156261826, + "TN": 106641402, + "TP": 1783, + "n_pred": 2418, + "n_ref": 4651 + }, + "12": { + "Dice": 0.7986219855934857, + "FN": 1645, + "FP": 284, + "IoU": 0.664754953076121, + "TN": 106640934, + "TP": 3825, + "n_pred": 4109, + "n_ref": 5470 + }, + "13": { + "Dice": 0.2883223284263295, + "FN": 33236, + "FP": 4811, + "IoU": 0.16844428902391048, + "TN": 106600934, + "TP": 7707, + "n_pred": 12518, + "n_ref": 40943 + }, + "14": { + "Dice": 0.741486799628784, + "FN": 5138, + "FP": 40267, + "IoU": 0.5891768154756519, + "TN": 106536166, + "TP": 65117, + "n_pred": 105384, + "n_ref": 70255 + }, + "15": { + "Dice": 0.08480810107234124, + "FN": 23010, + "FP": 53630, + "IoU": 0.04428177725679939, + "TN": 106566497, + "TP": 3551, + "n_pred": 57181, + "n_ref": 26561 + }, + "2": { + "Dice": 0.6589321167574874, + "FN": 30684, + "FP": 130798, + "IoU": 0.4913488161123378, + "TN": 106329217, + "TP": 155989, + "n_pred": 286787, + "n_ref": 186673 + }, + "3": { + "Dice": 0.1909120219659071, + "FN": 132136, + "FP": 23450, + "IoU": 0.10552942935001322, + "TN": 106472746, + "TP": 18356, + "n_pred": 41806, + "n_ref": 150492 + }, + "4": { + "Dice": 0.517002044549661, + "FN": 474, + "FP": 17480, + "IoU": 0.3486195261763959, + "TN": 106619125, + "TP": 9609, + "n_pred": 27089, + "n_ref": 10083 + }, + "5": { + "Dice": 0.5698234349919743, + "FN": 2667, + "FP": 13, + "IoU": 0.3984287317620651, + "TN": 106642233, + "TP": 1775, + "n_pred": 1788, + "n_ref": 4442 + }, + "6": { + "Dice": 0.9506127102401005, + "FN": 46070, + "FP": 81374, + "IoU": 0.9058740462328274, + "TN": 105292715, + "TP": 1226529, + "n_pred": 1307903, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.68769916911493, + "FN": 148877, + "FP": 21841, + "IoU": 0.5240407937950609, + "TN": 106288006, + "TP": 187964, + "n_pred": 209805, + "n_ref": 336841 + }, + "8": { + "Dice": 0.6867603827035117, + "FN": 6788, + "FP": 51816, + "IoU": 0.5229513134223872, + "TN": 106523841, + "TP": 64243, + "n_pred": 116059, + "n_ref": 71031 + }, + "9": { + "Dice": 0.3938774058130848, + "FN": 62941, + "FP": 5209, + "IoU": 0.24523495730566047, + "TN": 106556395, + "TP": 22143, + "n_pred": 27352, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7093194838819047, + "FN": 62691, + "FP": 12756, + "IoU": 0.5495701492537314, + "TN": 107959428, + "TP": 92053, + "n_pred": 104809, + "n_ref": 154744 + }, + "10": { + "Dice": 0.8292321747386145, + "FN": 11704, + "FP": 16895, + "IoU": 0.7082806316047167, + "TN": 108028892, + "TP": 69437, + "n_pred": 86332, + "n_ref": 81141 + }, + "11": { + "Dice": 0.7151401869158879, + "FN": 1124, + "FP": 400, + "IoU": 0.5565900494617398, + "TN": 108123491, + "TP": 1913, + "n_pred": 2313, + "n_ref": 3037 + }, + "12": { + "Dice": 0.7916083916083916, + "FN": 1144, + "FP": 346, + "IoU": 0.6550925925925926, + "TN": 108122608, + "TP": 2830, + "n_pred": 3176, + "n_ref": 3974 + }, + "13": { + "Dice": 0.6585296238432881, + "FN": 33585, + "FP": 11877, + "IoU": 0.4909013538785429, + "TN": 108037629, + "TP": 43837, + "n_pred": 55714, + "n_ref": 77422 + }, + "14": { + "Dice": 0.6159123480190467, + "FN": 6586, + "FP": 34955, + "IoU": 0.44499519025224454, + "TN": 108052080, + "TP": 33307, + "n_pred": 68262, + "n_ref": 39893 + }, + "15": { + "Dice": 0.29374435960979245, + "FN": 16978, + "FP": 32325, + "IoU": 0.172157297333602, + "TN": 108067372, + "TP": 10253, + "n_pred": 42578, + "n_ref": 27231 + }, + "2": { + "Dice": 0.7351723360424717, + "FN": 46935, + "FP": 56423, + "IoU": 0.5812430870955064, + "TN": 107880107, + "TP": 143463, + "n_pred": 199886, + "n_ref": 190398 + }, + "3": { + "Dice": 0.6630005754030345, + "FN": 68881, + "FP": 64653, + "IoU": 0.49588695642325653, + "TN": 107862039, + "TP": 131355, + "n_pred": 196008, + "n_ref": 200236 + }, + "4": { + "Dice": 0.874742864489586, + "FN": 6094, + "FP": 1700, + "IoU": 0.7773715330343626, + "TN": 108091919, + "TP": 27215, + "n_pred": 28915, + "n_ref": 33309 + }, + "5": { + "Dice": 0.0, + "FN": 3877, + "FP": 810, + "IoU": 0.0, + "TN": 108122241, + "TP": 0, + "n_pred": 810, + "n_ref": 3877 + }, + "6": { + "Dice": 0.9450238894370567, + "FN": 34127, + "FP": 134027, + "IoU": 0.8957775251733281, + "TN": 106513514, + "TP": 1445260, + "n_pred": 1579287, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.6128244504428911, + "FN": 101549, + "FP": 94097, + "IoU": 0.4417785842884493, + "TN": 107776447, + "TP": 154835, + "n_pred": 248932, + "n_ref": 256384 + }, + "8": { + "Dice": 0.727744497074394, + "FN": 1381, + "FP": 29887, + "IoU": 0.572011278710066, + "TN": 108053870, + "TP": 41790, + "n_pred": 71677, + "n_ref": 43171 + }, + "9": { + "Dice": 0.7166378792430159, + "FN": 23567, + "FP": 6619, + "IoU": 0.5584066006407536, + "TN": 108058571, + "TP": 38171, + "n_pred": 44790, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.507357903501468, + "FN": 66606, + "FP": 45810, + "IoU": 0.33990593236760364, + "TN": 62399857, + "TP": 57887, + "n_pred": 103697, + "n_ref": 124493 + }, + "10": { + "Dice": 0.5578949148529586, + "FN": 26156, + "FP": 26130, + "IoU": 0.38686148506027485, + "TN": 62484884, + "TP": 32990, + "n_pred": 59120, + "n_ref": 59146 + }, + "11": { + "Dice": 0.5575296108291032, + "FN": 734, + "FP": 1358, + "IoU": 0.3865102639296188, + "TN": 62566750, + "TP": 1318, + "n_pred": 2676, + "n_ref": 2052 + }, + "12": { + "Dice": 0.5893186003683242, + "FN": 2347, + "FP": 329, + "IoU": 0.4177545691906005, + "TN": 62565564, + "TP": 1920, + "n_pred": 2249, + "n_ref": 4267 + }, + "13": { + "Dice": 0.6631601719895076, + "FN": 17186, + "FP": 7726, + "IoU": 0.49606554060888036, + "TN": 62520725, + "TP": 24523, + "n_pred": 32249, + "n_ref": 41709 + }, + "14": { + "Dice": 0.468750404731582, + "FN": 245857, + "FP": 255, + "IoU": 0.30612279420678845, + "TN": 62215469, + "TP": 108579, + "n_pred": 108834, + "n_ref": 354436 + }, + "15": { + "Dice": 0.3005728067530901, + "FN": 68408, + "FP": 38312, + "IoU": 0.17686712790491396, + "TN": 62440509, + "TP": 22931, + "n_pred": 61243, + "n_ref": 91339 + }, + "2": { + "Dice": 0.48472939548361693, + "FN": 103614, + "FP": 31171, + "IoU": 0.3198962574993819, + "TN": 62371977, + "TP": 63398, + "n_pred": 94569, + "n_ref": 167012 + }, + "3": { + "Dice": 0.6415820285199163, + "FN": 64765, + "FP": 86520, + "IoU": 0.47230089853778323, + "TN": 62283472, + "TP": 135403, + "n_pred": 221923, + "n_ref": 200168 + }, + "4": { + "Dice": 0.8128719497856484, + "FN": 1011, + "FP": 9334, + "IoU": 0.6847382214908271, + "TN": 62537346, + "TP": 22469, + "n_pred": 31803, + "n_ref": 23480 + }, + "5": { + "Dice": 0.0, + "FN": 8175, + "FP": 0, + "IoU": 0.0, + "TN": 62561985, + "TP": 0, + "n_pred": 0, + "n_ref": 8175 + }, + "6": { + "Dice": 0.8959326378489406, + "FN": 71343, + "FP": 250687, + "IoU": 0.8114836726115977, + "TN": 60861926, + "TP": 1386204, + "n_pred": 1636891, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.6993973868877195, + "FN": 76617, + "FP": 18610, + "IoU": 0.5377487172765973, + "TN": 62364153, + "TP": 110780, + "n_pred": 129390, + "n_ref": 187397 + }, + "8": { + "Dice": 0.8748883173142006, + "FN": 5496, + "FP": 12988, + "IoU": 0.7776013090769083, + "TN": 62487048, + "TP": 64628, + "n_pred": 77616, + "n_ref": 70124 + }, + "9": { + "Dice": 0.6987355986740522, + "FN": 17240, + "FP": 10661, + "IoU": 0.5369666594752477, + "TN": 62509903, + "TP": 32356, + "n_pred": 43017, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5784485754183313, + "FN": 146702, + "FP": 48615, + "IoU": 0.40691357724786914, + "TN": 55051925, + "TP": 134006, + "n_pred": 182621, + "n_ref": 280708 + }, + "10": { + "Dice": 0.6244210558128641, + "FN": 35247, + "FP": 14462, + "IoU": 0.45393327547758455, + "TN": 55290217, + "TP": 41322, + "n_pred": 55784, + "n_ref": 76569 + }, + "11": { + "Dice": 0.6778316438959894, + "FN": 1251, + "FP": 1673, + "IoU": 0.5126666666666667, + "TN": 55375248, + "TP": 3076, + "n_pred": 4749, + "n_ref": 4327 + }, + "12": { + "Dice": 0.25248802064135645, + "FN": 4043, + "FP": 13, + "IoU": 0.14448428601560853, + "TN": 55376507, + "TP": 685, + "n_pred": 698, + "n_ref": 4728 + }, + "13": { + "Dice": 0.41857724448253697, + "FN": 35336, + "FP": 18934, + "IoU": 0.2646839645010501, + "TN": 55307443, + "TP": 19535, + "n_pred": 38469, + "n_ref": 54871 + }, + "14": { + "Dice": 0.6626764444067653, + "FN": 17020, + "FP": 62558, + "IoU": 0.49552439395476217, + "TN": 55223504, + "TP": 78166, + "n_pred": 140724, + "n_ref": 95186 + }, + "15": { + "Dice": 0.7331451789494173, + "FN": 27593, + "FP": 16279, + "IoU": 0.5787128617795617, + "TN": 55277110, + "TP": 60266, + "n_pred": 76545, + "n_ref": 87859 + }, + "2": { + "Dice": 0.5784597887236086, + "FN": 95680, + "FP": 49611, + "IoU": 0.4069246751762396, + "TN": 55136269, + "TP": 99688, + "n_pred": 149299, + "n_ref": 195368 + }, + "3": { + "Dice": 0.6503964293324063, + "FN": 67896, + "FP": 56802, + "IoU": 0.48191664831672143, + "TN": 55140557, + "TP": 115993, + "n_pred": 172795, + "n_ref": 183889 + }, + "4": { + "Dice": 0.6543565348022033, + "FN": 2182, + "FP": 3340, + "IoU": 0.4862777932830961, + "TN": 55370499, + "TP": 5227, + "n_pred": 8567, + "n_ref": 7409 + }, + "5": { + "Dice": 0.0, + "FN": 5640, + "FP": 0, + "IoU": 0.0, + "TN": 55375608, + "TP": 0, + "n_pred": 0, + "n_ref": 5640 + }, + "6": { + "Dice": 0.8943649262213057, + "FN": 116200, + "FP": 210404, + "IoU": 0.8089151180458329, + "TN": 53672039, + "TP": 1382605, + "n_pred": 1593009, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.7322072924033354, + "FN": 63952, + "FP": 17461, + "IoU": 0.5775449630021691, + "TN": 55188534, + "TP": 111301, + "n_pred": 128762, + "n_ref": 175253 + }, + "8": { + "Dice": 0.7516392952099238, + "FN": 3092, + "FP": 25959, + "IoU": 0.6021010532659462, + "TN": 55308237, + "TP": 43960, + "n_pred": 69919, + "n_ref": 47052 + }, + "9": { + "Dice": 0.8109749819829095, + "FN": 11531, + "FP": 6829, + "IoU": 0.6820503939735042, + "TN": 55323503, + "TP": 39385, + "n_pred": 46214, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.49245779065525835, + "FN": 158462, + "FP": 110073, + "IoU": 0.3266626881839062, + "TN": 110747803, + "TP": 130277, + "n_pred": 240350, + "n_ref": 288739 + }, + "10": { + "Dice": 0.6471792575930465, + "FN": 23005, + "FP": 41618, + "IoU": 0.47839247086171827, + "TN": 111022723, + "TP": 59269, + "n_pred": 100887, + "n_ref": 82274 + }, + "11": { + "Dice": 0.7744768037465242, + "FN": 988, + "FP": 553, + "IoU": 0.6319560544542632, + "TN": 111142428, + "TP": 2646, + "n_pred": 3199, + "n_ref": 3634 + }, + "12": { + "Dice": 0.8015151515151515, + "FN": 988, + "FP": 60, + "IoU": 0.6687737041719343, + "TN": 111143451, + "TP": 2116, + "n_pred": 2176, + "n_ref": 3104 + }, + "13": { + "Dice": 0.32744015104855567, + "FN": 46379, + "FP": 20232, + "IoU": 0.19577185907806727, + "TN": 111063789, + "TP": 16215, + "n_pred": 36447, + "n_ref": 62594 + }, + "14": { + "Dice": 0.5052813495492474, + "FN": 21527, + "FP": 16832, + "IoU": 0.3380444536480983, + "TN": 111088667, + "TP": 19589, + "n_pred": 36421, + "n_ref": 41116 + }, + "15": { + "Dice": 0.201142723880597, + "FN": 18464, + "FP": 36344, + "IoU": 0.1118169443184028, + "TN": 111084907, + "TP": 6900, + "n_pred": 43244, + "n_ref": 25364 + }, + "2": { + "Dice": 0.6879676653150139, + "FN": 24824, + "FP": 94065, + "IoU": 0.524352675713737, + "TN": 110896663, + "TP": 131063, + "n_pred": 225128, + "n_ref": 155887 + }, + "3": { + "Dice": 0.45740954033476433, + "FN": 168113, + "FP": 13256, + "IoU": 0.2965204001287735, + "TN": 110888798, + "TP": 76448, + "n_pred": 89704, + "n_ref": 244561 + }, + "4": { + "Dice": 0.6823342910928366, + "FN": 1621, + "FP": 14410, + "IoU": 0.5178356592877768, + "TN": 111113367, + "TP": 17217, + "n_pred": 31627, + "n_ref": 18838 + }, + "5": { + "Dice": 0.36123499142367066, + "FN": 3714, + "FP": 10, + "IoU": 0.2204312329914172, + "TN": 111141838, + "TP": 1053, + "n_pred": 1063, + "n_ref": 4767 + }, + "6": { + "Dice": 0.9306563964073943, + "FN": 41370, + "FP": 191525, + "IoU": 0.8703062264371593, + "TN": 109350885, + "TP": 1562835, + "n_pred": 1754360, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.24671033969517872, + "FN": 304773, + "FP": 146675, + "IoU": 0.1407128241732096, + "TN": 110621240, + "TP": 73927, + "n_pred": 220602, + "n_ref": 378700 + }, + "8": { + "Dice": 0.8248065120989055, + "FN": 6429, + "FP": 25058, + "IoU": 0.7018474154175386, + "TN": 111041008, + "TP": 74120, + "n_pred": 99178, + "n_ref": 80549 + }, + "9": { + "Dice": 0.6364575775564497, + "FN": 26906, + "FP": 6164, + "IoU": 0.46676771259956784, + "TN": 111084597, + "TP": 28948, + "n_pred": 35112, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8685682497882027, + "FN": 32002, + "FP": 19504, + "IoU": 0.7676718013486998, + "TN": 96899330, + "TP": 170189, + "n_pred": 189693, + "n_ref": 202191 + }, + "10": { + "Dice": 0.7079952412909524, + "FN": 27982, + "FP": 10308, + "IoU": 0.5479819145545337, + "TN": 97036316, + "TP": 46419, + "n_pred": 56727, + "n_ref": 74401 + }, + "11": { + "Dice": 0.6954314720812182, + "FN": 1720, + "FP": 200, + "IoU": 0.5330739299610895, + "TN": 97116913, + "TP": 2192, + "n_pred": 2392, + "n_ref": 3912 + }, + "12": { + "Dice": 0.6928878060099779, + "FN": 2297, + "FP": 350, + "IoU": 0.530090537901651, + "TN": 97115392, + "TP": 2986, + "n_pred": 3336, + "n_ref": 5283 + }, + "13": { + "Dice": 0.6069248826291079, + "FN": 25516, + "FP": 7974, + "IoU": 0.4356727609739658, + "TN": 97061680, + "TP": 25855, + "n_pred": 33829, + "n_ref": 51371 + }, + "14": { + "Dice": 0.8872732619043243, + "FN": 12609, + "FP": 18060, + "IoU": 0.7973864845045485, + "TN": 96969658, + "TP": 120698, + "n_pred": 138758, + "n_ref": 133307 + }, + "15": { + "Dice": 0.819695159363193, + "FN": 17732, + "FP": 4602, + "IoU": 0.6944775037277192, + "TN": 97047924, + "TP": 50767, + "n_pred": 55369, + "n_ref": 68499 + }, + "2": { + "Dice": 0.679101402113091, + "FN": 56165, + "FP": 48954, + "IoU": 0.5141207683916653, + "TN": 96904677, + "TP": 111229, + "n_pred": 160183, + "n_ref": 167394 + }, + "3": { + "Dice": 0.5881683858377474, + "FN": 114356, + "FP": 33368, + "IoU": 0.41659952924821886, + "TN": 96867813, + "TP": 105488, + "n_pred": 138856, + "n_ref": 219844 + }, + "4": { + "Dice": 0.8098594996817937, + "FN": 690, + "FP": 7078, + "IoU": 0.680473859569742, + "TN": 97096714, + "TP": 16543, + "n_pred": 23621, + "n_ref": 17233 + }, + "5": { + "Dice": 0.0, + "FN": 12458, + "FP": 0, + "IoU": 0.0, + "TN": 97108567, + "TP": 0, + "n_pred": 0, + "n_ref": 12458 + }, + "6": { + "Dice": 0.8908285136940567, + "FN": 65418, + "FP": 307688, + "IoU": 0.8031476869829478, + "TN": 95225665, + "TP": 1522254, + "n_pred": 1829942, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.5377579011847423, + "FN": 195519, + "FP": 30112, + "IoU": 0.36776256245148886, + "TN": 96764148, + "TP": 131246, + "n_pred": 161358, + "n_ref": 326765 + }, + "8": { + "Dice": 0.6513270148649325, + "FN": 28534, + "FP": 48097, + "IoU": 0.4829391720927094, + "TN": 96972820, + "TP": 71574, + "n_pred": 119671, + "n_ref": 100108 + }, + "9": { + "Dice": 0.6518352827036059, + "FN": 47071, + "FP": 4605, + "IoU": 0.4834982508745627, + "TN": 97020975, + "TP": 48374, + "n_pred": 52979, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8171645754889578, + "FN": 58674, + "FP": 3286, + "IoU": 0.6908523016435322, + "TN": 78855983, + "TP": 138462, + "n_pred": 141748, + "n_ref": 197136 + }, + "10": { + "Dice": 0.535994623655914, + "FN": 53134, + "FP": 15910, + "IoU": 0.36611520170397166, + "TN": 78947483, + "TP": 39878, + "n_pred": 55788, + "n_ref": 93012 + }, + "11": { + "Dice": 0.7189024390243902, + "FN": 651, + "FP": 1193, + "IoU": 0.561161351737268, + "TN": 79052203, + "TP": 2358, + "n_pred": 3551, + "n_ref": 3009 + }, + "12": { + "Dice": 0.4918970448045758, + "FN": 1972, + "FP": 160, + "IoU": 0.32616940581542353, + "TN": 79053241, + "TP": 1032, + "n_pred": 1192, + "n_ref": 3004 + }, + "13": { + "Dice": 0.5027514953779227, + "FN": 42361, + "FP": 3361, + "IoU": 0.33578360160381193, + "TN": 78987569, + "TP": 23114, + "n_pred": 26475, + "n_ref": 65475 + }, + "14": { + "Dice": 0.4586998103924959, + "FN": 10420, + "FP": 54385, + "IoU": 0.29760575745423407, + "TN": 78964142, + "TP": 27458, + "n_pred": 81843, + "n_ref": 37878 + }, + "15": { + "Dice": 0.08746958977657224, + "FN": 35404, + "FP": 29862, + "IoU": 0.0457350059946779, + "TN": 78988011, + "TP": 3128, + "n_pred": 32990, + "n_ref": 38532 + }, + "2": { + "Dice": 0.6469351925316947, + "FN": 36102, + "FP": 47556, + "IoU": 0.47812579926763693, + "TN": 78896102, + "TP": 76645, + "n_pred": 124201, + "n_ref": 112747 + }, + "3": { + "Dice": 0.6597780593255015, + "FN": 54463, + "FP": 14550, + "IoU": 0.4922901493415729, + "TN": 78920475, + "TP": 66917, + "n_pred": 81467, + "n_ref": 121380 + }, + "4": { + "Dice": 0.2848499172772394, + "FN": 2456, + "FP": 27802, + "IoU": 0.16607871238011246, + "TN": 79020121, + "TP": 6026, + "n_pred": 33828, + "n_ref": 8482 + }, + "5": { + "Dice": 0.1696035242290749, + "FN": 4496, + "FP": 28, + "IoU": 0.09265944645006016, + "TN": 79051419, + "TP": 462, + "n_pred": 490, + "n_ref": 4958 + }, + "6": { + "Dice": 0.8737091781631271, + "FN": 50594, + "FP": 315991, + "IoU": 0.7757402983522416, + "TN": 77421760, + "TP": 1268060, + "n_pred": 1584051, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.4223201406604396, + "FN": 345583, + "FP": 5640, + "IoU": 0.26768430753576894, + "TN": 78576799, + "TP": 128383, + "n_pred": 134023, + "n_ref": 473966 + }, + "8": { + "Dice": 0.6792643330006081, + "FN": 1925, + "FP": 26030, + "IoU": 0.5143075559879772, + "TN": 78998848, + "TP": 29602, + "n_pred": 55632, + "n_ref": 31527 + }, + "9": { + "Dice": 0.7890207286331304, + "FN": 22150, + "FP": 4130, + "IoU": 0.6515559326977898, + "TN": 78980984, + "TP": 49141, + "n_pred": 53271, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8890852160191981, + "FN": 17055, + "FP": 36929, + "IoU": 0.8003181061586832, + "TN": 122441590, + "TP": 216366, + "n_pred": 253295, + "n_ref": 233421 + }, + "10": { + "Dice": 0.5985407598982316, + "FN": 53464, + "FP": 22908, + "IoU": 0.4270839584708636, + "TN": 122578636, + "TP": 56932, + "n_pred": 79840, + "n_ref": 110396 + }, + "11": { + "Dice": 0.5465237846314689, + "FN": 2091, + "FP": 1379, + "IoU": 0.376011508721453, + "TN": 122706379, + "TP": 2091, + "n_pred": 3470, + "n_ref": 4182 + }, + "12": { + "Dice": 0.30055796652200867, + "FN": 5078, + "FP": 563, + "IoU": 0.17685685101415438, + "TN": 122705087, + "TP": 1212, + "n_pred": 1775, + "n_ref": 6290 + }, + "13": { + "Dice": 0.045097082113027445, + "FN": 52137, + "FP": 18289, + "IoU": 0.023068706737505027, + "TN": 122639851, + "TP": 1663, + "n_pred": 19952, + "n_ref": 53800 + }, + "14": { + "Dice": 0.6639639469764109, + "FN": 19665, + "FP": 69440, + "IoU": 0.4969655912157394, + "TN": 122534805, + "TP": 88030, + "n_pred": 157470, + "n_ref": 107695 + }, + "15": { + "Dice": 0.522235615047897, + "FN": 26393, + "FP": 18793, + "IoU": 0.3533957242208294, + "TN": 122642058, + "TP": 24696, + "n_pred": 43489, + "n_ref": 51089 + }, + "2": { + "Dice": 0.7071938370907443, + "FN": 12093, + "FP": 91291, + "IoU": 0.5470223281573137, + "TN": 122483708, + "TP": 124848, + "n_pred": 216139, + "n_ref": 136941 + }, + "3": { + "Dice": 0.4644576225499634, + "FN": 97634, + "FP": 13626, + "IoU": 0.3024713803869447, + "TN": 122552434, + "TP": 48246, + "n_pred": 61872, + "n_ref": 145880 + }, + "4": { + "Dice": 0.7030724377663153, + "FN": 15315, + "FP": 27053, + "IoU": 0.5421061732664707, + "TN": 122619412, + "TP": 50160, + "n_pred": 77213, + "n_ref": 65475 + }, + "5": { + "Dice": 0.0, + "FN": 17209, + "FP": 0, + "IoU": 0.0, + "TN": 122694731, + "TP": 0, + "n_pred": 0, + "n_ref": 17209 + }, + "6": { + "Dice": 0.8762245488958615, + "FN": 87504, + "FP": 371114, + "IoU": 0.7797149760078389, + "TN": 120630010, + "TP": 1623312, + "n_pred": 1994426, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.26899752947605265, + "FN": 455218, + "FP": 148101, + "IoU": 0.15539985300808457, + "TN": 121997615, + "TP": 111006, + "n_pred": 259107, + "n_ref": 566224 + }, + "8": { + "Dice": 0.7600473746545598, + "FN": 11312, + "FP": 67702, + "IoU": 0.6129648497198166, + "TN": 122507788, + "TP": 125138, + "n_pred": 192840, + "n_ref": 136450 + }, + "9": { + "Dice": 0.6721922092692636, + "FN": 27464, + "FP": 18652, + "IoU": 0.5062421036853038, + "TN": 122618542, + "TP": 47282, + "n_pred": 65934, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/loop_000/summary_cross_val.json b/nnActive_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/loop_000/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..662b743dbd70af1be24509cc7bb794948c379a70 --- /dev/null +++ b/nnActive_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/loop_000/summary_cross_val.json @@ -0,0 +1,7236 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": 0.35602353013210714, + "FN": 1260.0333333333333, + "FP": 487.81666666666666, + "IoU": 0.30268526750184055, + "TN": 171445.475, + "TP": 2038.675, + "n_pred": 2526.491666666667, + "n_ref": 3298.7083333333335 + }, + "mean": { + "1": { + "Dice": 0.5099881605213059, + "FN": 1483.75, + "FP": 121.25, + "IoU": 0.41612876897580575, + "TN": 171325.125, + "TP": 2301.875, + "n_pred": 2423.125, + "n_ref": 3785.625 + }, + "10": { + "Dice": 0.1614724806805925, + "FN": 572.25, + "FP": 976.75, + "IoU": 0.10273996704474811, + "TN": 173380.625, + "TP": 302.375, + "n_pred": 1279.125, + "n_ref": 874.625 + }, + "11": { + "Dice": 0.0, + "FN": 0.0, + "FP": 95.625, + "IoU": 0.0, + "TN": 175136.375, + "TP": 0.0, + "n_pred": 95.625, + "n_ref": 0.0 + }, + "12": { + "Dice": 0.4275217461775353, + "FN": 523.5, + "FP": 40.625, + "IoU": 0.32951079421667656, + "TN": 174584.875, + "TP": 83.0, + "n_pred": 123.625, + "n_ref": 606.5 + }, + "13": { + "Dice": 0.0, + "FN": 9.625, + "FP": 95.75, + "IoU": 0.0, + "TN": 175126.625, + "TP": 0.0, + "n_pred": 95.75, + "n_ref": 9.625 + }, + "14": { + "Dice": 0.5003011264285927, + "FN": 746.25, + "FP": 582.375, + "IoU": 0.42109021414467157, + "TN": 170477.75, + "TP": 3425.625, + "n_pred": 4008.0, + "n_ref": 4171.875 + }, + "15": { + "Dice": 0.14010518289678553, + "FN": 9409.5, + "FP": 1088.875, + "IoU": 0.07902580852404142, + "TN": 163851.625, + "TP": 882.0, + "n_pred": 1970.875, + "n_ref": 10291.5 + }, + "2": { + "Dice": 0.0, + "FN": 0.0, + "FP": 292.125, + "IoU": 0.0, + "TN": 174939.875, + "TP": 0.0, + "n_pred": 292.125, + "n_ref": 0.0 + }, + "3": { + "Dice": 0.9339638377919606, + "FN": 683.0, + "FP": 401.25, + "IoU": 0.8766374389447822, + "TN": 165364.75, + "TP": 8783.0, + "n_pred": 9184.25, + "n_ref": 9466.0 + }, + "4": { + "Dice": 0.918939229141535, + "FN": 460.5, + "FP": 51.875, + "IoU": 0.850034756521421, + "TN": 171815.375, + "TP": 2904.25, + "n_pred": 2956.125, + "n_ref": 3364.75 + }, + "5": { + "Dice": 0.0, + "FN": 893.875, + "FP": 0.0, + "IoU": 0.0, + "TN": 174338.125, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 893.875 + }, + "6": { + "Dice": 0.29090800080964313, + "FN": 930.625, + "FP": 2380.875, + "IoU": 0.24921859414931385, + "TN": 167128.375, + "TP": 4792.125, + "n_pred": 7173.0, + "n_ref": 5722.75 + }, + "7": { + "Dice": 0.5508088820542006, + "FN": 2391.0, + "FP": 583.125, + "IoU": 0.48398417578037545, + "TN": 168639.625, + "TP": 3618.25, + "n_pred": 4201.375, + "n_ref": 6009.25 + }, + "8": { + "Dice": 0.7179539446753007, + "FN": 402.75, + "FP": 259.125, + "IoU": 0.6158487829396838, + "TN": 171259.375, + "TP": 3310.75, + "n_pred": 3569.875, + "n_ref": 3713.5 + }, + "9": { + "Dice": 0.18839036080415392, + "FN": 393.875, + "FP": 347.625, + "IoU": 0.11605971128608925, + "TN": 174313.625, + "TP": 176.875, + "n_pred": 524.5, + "n_ref": 570.75 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 17, + "FP": 0, + "IoU": 0.0, + "TN": 175215, + "TP": 0, + "n_pred": 0, + "n_ref": 17 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.918939229141535, + "FN": 3684, + "FP": 415, + "IoU": 0.850034756521421, + "TN": 147899, + "TP": 23234, + "n_pred": 23649, + "n_ref": 26918 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9542487419122934, + "FN": 1391, + "FP": 1791, + "IoU": 0.9125006874553154, + "TN": 138866, + "TP": 33184, + "n_pred": 34975, + "n_ref": 34575 + }, + "7": { + "Dice": 0.9416741000776911, + "FN": 994, + "FP": 1033, + "IoU": 0.8897770527460577, + "TN": 156842, + "TP": 16363, + "n_pred": 17396, + "n_ref": 17357 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0017.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0017.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8320039572126383, + "FN": 2084, + "FP": 633, + "IoU": 0.7123345685547909, + "TN": 165787, + "TP": 6728, + "n_pred": 7361, + "n_ref": 8812 + }, + "10": { + "Dice": 0.4933678914468669, + "FN": 1273, + "FP": 2050, + "IoU": 0.32746407609795586, + "TN": 170291, + "TP": 1618, + "n_pred": 3668, + "n_ref": 2891 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.47533632286995514, + "FN": 917, + "FP": 253, + "IoU": 0.31176470588235294, + "TN": 173532, + "TP": 530, + "n_pred": 783, + "n_ref": 1447 + }, + "13": { + "Dice": 0.0, + "FN": 60, + "FP": 0, + "IoU": 0.0, + "TN": 175172, + "TP": 0, + "n_pred": 0, + "n_ref": 60 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 92, + "IoU": 0.0, + "TN": 175140, + "TP": 0, + "n_pred": 92, + "n_ref": 0 + }, + "3": { + "Dice": 0.9518531605080617, + "FN": 3049, + "FP": 2129, + "IoU": 0.9081295908590895, + "TN": 118870, + "TP": 51184, + "n_pred": 53313, + "n_ref": 54233 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 1507, + "IoU": 0.0, + "TN": 173725, + "TP": 0, + "n_pred": 1507, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.36363636363636365, + "FN": 21, + "FP": 0, + "IoU": 0.2222222222222222, + "TN": 175205, + "TP": 6, + "n_pred": 6, + "n_ref": 27 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0019.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0019.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6979605243512795, + "FN": 9786, + "FP": 329, + "IoU": 0.5360517383726263, + "TN": 153430, + "TP": 11687, + "n_pred": 12016, + "n_ref": 21473 + }, + "10": { + "Dice": 0.3139945119560956, + "FN": 3305, + "FP": 195, + "IoU": 0.1862357591257847, + "TN": 170931, + "TP": 801, + "n_pred": 996, + "n_ref": 4106 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 765, + "IoU": 0.0, + "TN": 174467, + "TP": 0, + "n_pred": 765, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 3226, + "FP": 53, + "IoU": 0.0, + "TN": 171953, + "TP": 0, + "n_pred": 53, + "n_ref": 3226 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1810, + "IoU": 0.0, + "TN": 173422, + "TP": 0, + "n_pred": 1810, + "n_ref": 0 + }, + "3": { + "Dice": 0.9160745150758595, + "FN": 2415, + "FP": 1081, + "IoU": 0.8451452870304749, + "TN": 152656, + "TP": 19080, + "n_pred": 20161, + "n_ref": 21495 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 3, + "FP": 10752, + "IoU": 0.0, + "TN": 164477, + "TP": 0, + "n_pred": 10752, + "n_ref": 3 + }, + "7": { + "Dice": 0.9079091318617671, + "FN": 828, + "FP": 603, + "IoU": 0.831349440188568, + "TN": 166747, + "TP": 7054, + "n_pred": 7657, + "n_ref": 7882 + }, + "8": { + "Dice": 0.8538947368421053, + "FN": 841, + "FP": 1935, + "IoU": 0.7450404114621602, + "TN": 164344, + "TP": 8112, + "n_pred": 10047, + "n_ref": 8953 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 1251, + "IoU": 0.0, + "TN": 173981, + "TP": 0, + "n_pred": 1251, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0035.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0035.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 4988, + "IoU": 0.0, + "TN": 170244, + "TP": 0, + "n_pred": 4988, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8072289156626506, + "FN": 45, + "FP": 19, + "IoU": 0.6767676767676768, + "TN": 175034, + "TP": 134, + "n_pred": 153, + "n_ref": 179 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 766, + "IoU": 0.0, + "TN": 174466, + "TP": 0, + "n_pred": 766, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 435, + "IoU": 0.0, + "TN": 174797, + "TP": 0, + "n_pred": 435, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 7151, + "FP": 0, + "IoU": 0.0, + "TN": 168081, + "TP": 0, + "n_pred": 0, + "n_ref": 7151 + }, + "6": { + "Dice": 0.5002912621359223, + "FN": 6051, + "FP": 4243, + "IoU": 0.33359228329125395, + "TN": 159785, + "TP": 5153, + "n_pred": 9396, + "n_ref": 11204 + }, + "7": { + "Dice": 0.35365229627734424, + "FN": 17306, + "FP": 2904, + "IoU": 0.21481021018687596, + "TN": 149493, + "TP": 5529, + "n_pred": 8433, + "n_ref": 22835 + }, + "8": { + "Dice": 0.9363307335474333, + "FN": 2360, + "FP": 138, + "IoU": 0.8802837151346689, + "TN": 154366, + "TP": 18368, + "n_pred": 18506, + "n_ref": 20728 + }, + "9": { + "Dice": 0.37678072160830783, + "FN": 3151, + "FP": 1530, + "IoU": 0.2321194225721785, + "TN": 169136, + "TP": 1415, + "n_pred": 2945, + "n_ref": 4566 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0171.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0171.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 175224, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.5780581843673326, + "FN": 2887, + "FP": 3132, + "IoU": 0.4065273121672254, + "TN": 165090, + "TP": 4123, + "n_pred": 7255, + "n_ref": 7010 + }, + "15": { + "Dice": 0.03125, + "FN": 39662, + "FP": 6218, + "IoU": 0.015873015873015872, + "TN": 128612, + "TP": 740, + "n_pred": 6958, + "n_ref": 40402 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0185.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0185.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 79, + "IoU": 0.0, + "TN": 175153, + "TP": 0, + "n_pred": 79, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 717, + "IoU": 0.0, + "TN": 174515, + "TP": 0, + "n_pred": 717, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 754, + "IoU": 0.0, + "TN": 174478, + "TP": 0, + "n_pred": 754, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0245.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0245.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0281.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0281.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 502, + "IoU": 0.0, + "TN": 174730, + "TP": 0, + "n_pred": 502, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9228451949184454, + "FN": 3083, + "FP": 810, + "IoU": 0.8567433302667893, + "TN": 148057, + "TP": 23282, + "n_pred": 24092, + "n_ref": 26365 + }, + "15": { + "Dice": 0.24896036579357103, + "FN": 35614, + "FP": 2493, + "IoU": 0.14217860117506698, + "TN": 130809, + "TP": 6316, + "n_pred": 8809, + "n_ref": 41930 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 125, + "IoU": 0.0, + "TN": 175107, + "TP": 0, + "n_pred": 125, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0321.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0321.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": NaN, + "FN": 1498.15, + "FP": 1146.15, + "IoU": NaN, + "TN": 169841.61666666667, + "TP": 2746.0833333333335, + "n_pred": 3892.233333333333, + "n_ref": 4244.233333333334 + }, + "mean": { + "1": { + "Dice": 0.18648917929468464, + "FN": 3962.25, + "FP": 3029.625, + "IoU": 0.1487103211263442, + "TN": 162203.75, + "TP": 6036.375, + "n_pred": 9066.0, + "n_ref": 9998.625 + }, + "10": { + "Dice": 0.5122072632706375, + "FN": 2596.375, + "FP": 629.375, + "IoU": 0.369251405067896, + "TN": 169895.625, + "TP": 2110.625, + "n_pred": 2740.0, + "n_ref": 4707.0 + }, + "11": { + "Dice": 0.25504099268779085, + "FN": 70.625, + "FP": 206.0, + "IoU": 0.17117787031528853, + "TN": 174811.5, + "TP": 143.875, + "n_pred": 349.875, + "n_ref": 214.5 + }, + "12": { + "Dice": 0.2967159277504105, + "FN": 304.375, + "FP": 58.5, + "IoU": 0.21095026850338547, + "TN": 174643.25, + "TP": 225.875, + "n_pred": 284.375, + "n_ref": 530.25 + }, + "13": { + "Dice": 0.11856677524429966, + "FN": 1720.625, + "FP": 223.25, + "IoU": 0.07210776545166403, + "TN": 172946.875, + "TP": 341.25, + "n_pred": 564.5, + "n_ref": 2061.875 + }, + "14": { + "Dice": 0.0, + "FN": 0.0, + "FP": 29.25, + "IoU": 0.0, + "TN": 175202.75, + "TP": 0.0, + "n_pred": 29.25, + "n_ref": 0.0 + }, + "15": { + "Dice": NaN, + "FN": 0.0, + "FP": 0.0, + "IoU": NaN, + "TN": 175232.0, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 0.0 + }, + "2": { + "Dice": 0.20451487919065814, + "FN": 5062.75, + "FP": 648.25, + "IoU": 0.17303314514660353, + "TN": 167620.75, + "TP": 1900.25, + "n_pred": 2548.5, + "n_ref": 6963.0 + }, + "3": { + "Dice": 0.3260878113047646, + "FN": 1189.125, + "FP": 4720.5, + "IoU": 0.2793068209130067, + "TN": 165860.625, + "TP": 3461.75, + "n_pred": 8182.25, + "n_ref": 4650.875 + }, + "4": { + "Dice": 0.3413103932173829, + "FN": 638.375, + "FP": 440.125, + "IoU": 0.291239048604953, + "TN": 171144.625, + "TP": 3008.875, + "n_pred": 3449.0, + "n_ref": 3647.25 + }, + "5": { + "Dice": NaN, + "FN": 0.0, + "FP": 0.0, + "IoU": NaN, + "TN": 175232.0, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 0.0 + }, + "6": { + "Dice": 0.537810524496338, + "FN": 2082.75, + "FP": 5961.875, + "IoU": 0.4489308780712958, + "TN": 154431.75, + "TP": 12755.625, + "n_pred": 18717.5, + "n_ref": 14838.375 + }, + "7": { + "Dice": 0.7477046264745466, + "FN": 2985.375, + "FP": 203.0, + "IoU": 0.6129017860781414, + "TN": 166448.875, + "TP": 5594.75, + "n_pred": 5797.75, + "n_ref": 8580.125 + }, + "8": { + "Dice": 0.8774044432657656, + "FN": 724.625, + "FP": 158.375, + "IoU": 0.7863110645011625, + "TN": 170676.75, + "TP": 3672.25, + "n_pred": 3830.625, + "n_ref": 4396.875 + }, + "9": { + "Dice": 0.6569626114296843, + "FN": 1135.0, + "FP": 884.125, + "IoU": 0.48922906082973744, + "TN": 171273.125, + "TP": 1939.75, + "n_pred": 2823.875, + "n_ref": 3074.75 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.5762783342119135, + "FN": 2973, + "FP": 1046, + "IoU": 0.40476895734597157, + "TN": 168480, + "TP": 2733, + "n_pred": 3779, + "n_ref": 5706 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.355700325732899, + "FN": 8804, + "FP": 1086, + "IoU": 0.2163232963549921, + "TN": 162612, + "TP": 2730, + "n_pred": 3816, + "n_ref": 11534 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.625, + "FN": 24, + "FP": 0, + "IoU": 0.45454545454545453, + "TN": 175188, + "TP": 20, + "n_pred": 20, + "n_ref": 44 + }, + "8": { + "Dice": 0.8465868167631445, + "FN": 4992, + "FP": 759, + "IoU": 0.7339839955594616, + "TN": 153613, + "TP": 15868, + "n_pred": 16627, + "n_ref": 20860 + }, + "9": { + "Dice": 0.6479380016606698, + "FN": 6880, + "FP": 752, + "IoU": 0.47922210849539404, + "TN": 160577, + "TP": 7023, + "n_pred": 7775, + "n_ref": 13903 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0001.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0001.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 175226, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "10": { + "Dice": 0.4692935416180928, + "FN": 9238, + "FP": 2143, + "IoU": 0.30658624261256323, + "TN": 158819, + "TP": 5032, + "n_pred": 7175, + "n_ref": 14270 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 700, + "IoU": 0.0, + "TN": 174532, + "TP": 0, + "n_pred": 700, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 45, + "IoU": 0.0, + "TN": 175187, + "TP": 0, + "n_pred": 45, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7325450822379286, + "FN": 12011, + "FP": 136, + "IoU": 0.5779653950385658, + "TN": 146450, + "TP": 16635, + "n_pred": 16771, + "n_ref": 28646 + }, + "7": { + "Dice": 0.6305571471906704, + "FN": 21153, + "FP": 769, + "IoU": 0.4604479448683239, + "TN": 134602, + "TP": 18708, + "n_pred": 19477, + "n_ref": 39861 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0030.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0030.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 21514, + "IoU": 0.0, + "TN": 153718, + "TP": 0, + "n_pred": 21514, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 593, + "IoU": 0.0, + "TN": 174639, + "TP": 0, + "n_pred": 593, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 7899, + "IoU": 0.0, + "TN": 167333, + "TP": 0, + "n_pred": 7899, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0054.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0054.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9481969772535074, + "FN": 1410, + "FP": 979, + "IoU": 0.9014967220550035, + "TN": 150979, + "TP": 21864, + "n_pred": 22843, + "n_ref": 23274 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9543623997761312, + "FN": 1927, + "FP": 1824, + "IoU": 0.9127085708966513, + "TN": 132261, + "TP": 39220, + "n_pred": 41044, + "n_ref": 41147 + }, + "7": { + "Dice": 0.7270363951473137, + "FN": 540, + "FP": 90, + "IoU": 0.5711368277739959, + "TN": 173763, + "TP": 839, + "n_pred": 929, + "n_ref": 1379 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0078.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0078.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.22234243981606708, + "FN": 5578, + "FP": 172, + "IoU": 0.12507608034083992, + "TN": 168660, + "TP": 822, + "n_pred": 994, + "n_ref": 6400 + }, + "11": { + "Dice": 0.5100819853755817, + "FN": 565, + "FP": 1646, + "IoU": 0.34235574063057705, + "TN": 171870, + "TP": 1151, + "n_pred": 2797, + "n_ref": 1716 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 427, + "IoU": 0.0, + "TN": 174805, + "TP": 0, + "n_pred": 427, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 4961, + "FP": 0, + "IoU": 0.0, + "TN": 170271, + "TP": 0, + "n_pred": 0, + "n_ref": 4961 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8180595167626326, + "FN": 6270, + "FP": 492, + "IoU": 0.6921325805864141, + "TN": 153268, + "TP": 15202, + "n_pred": 15694, + "n_ref": 21472 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2081, + "IoU": 0.0, + "TN": 173151, + "TP": 0, + "n_pred": 2081, + "n_ref": 0 + }, + "4": { + "Dice": 0.4170445956160242, + "FN": 3697, + "FP": 2473, + "IoU": 0.2634594723648084, + "TN": 166855, + "TP": 2207, + "n_pred": 4680, + "n_ref": 5904 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8923951670220327, + "FN": 797, + "FP": 9801, + "IoU": 0.8056981519507187, + "TN": 120688, + "TP": 43946, + "n_pred": 53747, + "n_ref": 44743 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.8286099865047234, + "FN": 13, + "FP": 114, + "IoU": 0.7073732718894009, + "TN": 174798, + "TP": 307, + "n_pred": 421, + "n_ref": 320 + }, + "9": { + "Dice": 0.6659872211986986, + "FN": 2200, + "FP": 6321, + "IoU": 0.49923601316408084, + "TN": 158216, + "TP": 8495, + "n_pred": 14816, + "n_ref": 10695 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0109.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0109.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1523, + "IoU": 0.0, + "TN": 173709, + "TP": 0, + "n_pred": 1523, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 234, + "IoU": 0.0, + "TN": 174998, + "TP": 0, + "n_pred": 234, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 34232, + "FP": 160, + "IoU": 0.0, + "TN": 140840, + "TP": 0, + "n_pred": 160, + "n_ref": 34232 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 34620, + "IoU": 0.0, + "TN": 140612, + "TP": 0, + "n_pred": 34620, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 24, + "IoU": 0.0, + "TN": 175208, + "TP": 0, + "n_pred": 24, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6444528587656191, + "FN": 1878, + "FP": 0, + "IoU": 0.47541899441340785, + "TN": 171652, + "TP": 1702, + "n_pred": 1702, + "n_ref": 3580 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0302.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0302.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7809147374364765, + "FN": 2982, + "FP": 1674, + "IoU": 0.6405743399722094, + "TN": 162278, + "TP": 8298, + "n_pred": 9972, + "n_ref": 11280 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 175230, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "12": { + "Dice": 0.593431855500821, + "FN": 2435, + "FP": 41, + "IoU": 0.42190053700677094, + "TN": 170949, + "TP": 1807, + "n_pred": 1848, + "n_ref": 4242 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 3775, + "IoU": 0.0, + "TN": 171457, + "TP": 0, + "n_pred": 3775, + "n_ref": 0 + }, + "3": { + "Dice": 0.7234422760404421, + "FN": 5771, + "FP": 110, + "IoU": 0.5667133279304502, + "TN": 161659, + "TP": 7692, + "n_pred": 7802, + "n_ref": 13463 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.5409181636726547, + "FN": 49, + "FP": 871, + "IoU": 0.3707250341997264, + "TN": 173770, + "TP": 542, + "n_pred": 1413, + "n_ref": 591 + }, + "7": { + "Dice": 0.94669882080398, + "FN": 2068, + "FP": 739, + "IoU": 0.8987921398954389, + "TN": 147497, + "TP": 24928, + "n_pred": 25667, + "n_ref": 26996 + }, + "8": { + "Dice": 0.9570165265294288, + "FN": 792, + "FP": 394, + "IoU": 0.917575926054625, + "TN": 160843, + "TP": 13203, + "n_pred": 13597, + "n_ref": 13995 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0332.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0332.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7459567171787386, + "FN": 31698, + "FP": 1194, + "IoU": 0.5948412845053768, + "TN": 94049, + "TP": 48291, + "n_pred": 49485, + "n_ref": 79989 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 759, + "IoU": 0.0, + "TN": 174473, + "TP": 0, + "n_pred": 759, + "n_ref": 0 + }, + "3": { + "Dice": 0.906996780483381, + "FN": 3742, + "FP": 360, + "IoU": 0.8298207766345834, + "TN": 151128, + "TP": 20002, + "n_pred": 20362, + "n_ref": 23744 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 27164, + "IoU": 0.0, + "TN": 148068, + "TP": 0, + "n_pred": 27164, + "n_ref": 0 + }, + "7": { + "Dice": 0.8092307692307692, + "FN": 98, + "FP": 26, + "IoU": 0.6795865633074936, + "TN": 174845, + "TP": 263, + "n_pred": 289, + "n_ref": 361 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0374.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0374.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": NaN, + "FN": 980.8666666666667, + "FP": 892.625, + "IoU": NaN, + "TN": 169824.34166666667, + "TP": 3534.1666666666665, + "n_pred": 4426.791666666667, + "n_ref": 4515.033333333334 + }, + "mean": { + "1": { + "Dice": 0.0, + "FN": 0.0, + "FP": 347.5, + "IoU": 0.0, + "TN": 174884.5, + "TP": 0.0, + "n_pred": 347.5, + "n_ref": 0.0 + }, + "10": { + "Dice": 0.393845341371107, + "FN": 393.75, + "FP": 354.5, + "IoU": 0.29394980223957856, + "TN": 173695.625, + "TP": 788.125, + "n_pred": 1142.625, + "n_ref": 1181.875 + }, + "11": { + "Dice": 0.6296755834163243, + "FN": 469.25, + "FP": 98.375, + "IoU": 0.46113195652901284, + "TN": 174217.5, + "TP": 446.875, + "n_pred": 545.25, + "n_ref": 916.125 + }, + "12": { + "Dice": 0.0, + "FN": 5.0, + "FP": 2.125, + "IoU": 0.0, + "TN": 175224.875, + "TP": 0.0, + "n_pred": 2.125, + "n_ref": 5.0 + }, + "13": { + "Dice": 0.013219556550325242, + "FN": 3489.5, + "FP": 404.5, + "IoU": 0.006789280839140743, + "TN": 171243.5, + "TP": 94.5, + "n_pred": 499.0, + "n_ref": 3584.0 + }, + "14": { + "Dice": 0.4071707757065544, + "FN": 106.625, + "FP": 1142.75, + "IoU": 0.3434132116140484, + "TN": 171274.125, + "TP": 2708.5, + "n_pred": 3851.25, + "n_ref": 2815.125 + }, + "15": { + "Dice": 0.034720522235822115, + "FN": 904.625, + "FP": 1453.125, + "IoU": 0.01831407235242215, + "TN": 172767.875, + "TP": 106.375, + "n_pred": 1559.5, + "n_ref": 1011.0 + }, + "2": { + "Dice": 0.6483784997088525, + "FN": 249.375, + "FP": 4450.125, + "IoU": 0.5125682951368227, + "TN": 168275.125, + "TP": 2257.375, + "n_pred": 6707.5, + "n_ref": 2506.75 + }, + "3": { + "Dice": 0.0, + "FN": 0.0, + "FP": 59.875, + "IoU": 0.0, + "TN": 175172.125, + "TP": 0.0, + "n_pred": 59.875, + "n_ref": 0.0 + }, + "4": { + "Dice": 0.2795780070715419, + "FN": 665.125, + "FP": 950.75, + "IoU": 0.241282866119623, + "TN": 171171.875, + "TP": 2444.25, + "n_pred": 3395.0, + "n_ref": 3109.375 + }, + "5": { + "Dice": NaN, + "FN": 0.0, + "FP": 0.0, + "IoU": NaN, + "TN": 175232.0, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 0.0 + }, + "6": { + "Dice": 0.8710324819703631, + "FN": 4193.75, + "FP": 2623.0, + "IoU": 0.7838808926072647, + "TN": 132105.0, + "TP": 36310.25, + "n_pred": 38933.25, + "n_ref": 40504.0 + }, + "7": { + "Dice": 0.26836458914061584, + "FN": 3672.625, + "FP": 215.125, + "IoU": 0.20267747960075524, + "TN": 166783.0, + "TP": 4561.25, + "n_pred": 4776.375, + "n_ref": 8233.875 + }, + "8": { + "Dice": 0.44409766844134385, + "FN": 4.25, + "FP": 75.625, + "IoU": 0.39943857331571997, + "TN": 174849.75, + "TP": 302.375, + "n_pred": 378.0, + "n_ref": 306.625 + }, + "9": { + "Dice": 0.7502082850541156, + "FN": 559.125, + "FP": 1212.0, + "IoU": 0.6056789231529716, + "TN": 170468.25, + "TP": 2992.625, + "n_pred": 4204.625, + "n_ref": 3551.75 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8143415514131088, + "FN": 853, + "FP": 9027, + "IoU": 0.6868264232280968, + "TN": 143684, + "TP": 21668, + "n_pred": 30695, + "n_ref": 22521 + }, + "15": { + "Dice": 0.10416156670746635, + "FN": 7237, + "FP": 7401, + "IoU": 0.05494221705726645, + "TN": 159743, + "TP": 851, + "n_pred": 8252, + "n_ref": 8088 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0043.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0043.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 43, + "IoU": 0.0, + "TN": 175189, + "TP": 0, + "n_pred": 43, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1534, + "IoU": 0.0, + "TN": 173698, + "TP": 0, + "n_pred": 1534, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 115, + "IoU": 0.0, + "TN": 175117, + "TP": 0, + "n_pred": 115, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.922906694248671, + "FN": 2277, + "FP": 928, + "IoU": 0.8568493456608156, + "TN": 152843, + "TP": 19184, + "n_pred": 20112, + "n_ref": 21461 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9623830112712863, + "FN": 1737, + "FP": 1804, + "IoU": 0.9274934987816614, + "TN": 126395, + "TP": 45296, + "n_pred": 47100, + "n_ref": 47033 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 663, + "IoU": 0.0, + "TN": 174569, + "TP": 0, + "n_pred": 663, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0045.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0045.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 954, + "IoU": 0.0, + "TN": 174278, + "TP": 0, + "n_pred": 954, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 5480, + "IoU": 0.0, + "TN": 169752, + "TP": 0, + "n_pred": 5480, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7386247544204322, + "FN": 7264, + "FP": 6040, + "IoU": 0.5855709924615289, + "TN": 143130, + "TP": 18798, + "n_pred": 24838, + "n_ref": 26062 + }, + "7": { + "Dice": 0.718146637816245, + "FN": 27022, + "FP": 72, + "IoU": 0.5602408660791093, + "TN": 113621, + "TP": 34517, + "n_pred": 34589, + "n_ref": 61539 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0072.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0072.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1796, + "IoU": 0.0, + "TN": 173436, + "TP": 0, + "n_pred": 1796, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.6753541076487252, + "FN": 796, + "FP": 350, + "IoU": 0.5098374679213002, + "TN": 172894, + "TP": 1192, + "n_pred": 1542, + "n_ref": 1988 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7714543119477084, + "FN": 10619, + "FP": 1304, + "IoU": 0.627941084690757, + "TN": 143186, + "TP": 20123, + "n_pred": 21427, + "n_ref": 30742 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 50, + "IoU": 0.0, + "TN": 175182, + "TP": 0, + "n_pred": 50, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.6776481354381149, + "FN": 669, + "FP": 6376, + "IoU": 0.5124567474048443, + "TN": 160782, + "TP": 7405, + "n_pred": 13781, + "n_ref": 8074 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0086.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0086.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.745718901453958, + "FN": 2063, + "FP": 298, + "IoU": 0.5945388974755281, + "TN": 169409, + "TP": 3462, + "n_pred": 3760, + "n_ref": 5525 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.05287822620130097, + "FN": 25824, + "FP": 1258, + "IoU": 0.027157123356562972, + "TN": 147394, + "TP": 756, + "n_pred": 2014, + "n_ref": 26580 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 210, + "IoU": 0.0, + "TN": 175022, + "TP": 0, + "n_pred": 210, + "n_ref": 0 + }, + "2": { + "Dice": 0.44914677831350797, + "FN": 895, + "FP": 35550, + "IoU": 0.28961269321482175, + "TN": 123929, + "TP": 14858, + "n_pred": 50408, + "n_ref": 15753 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 914, + "IoU": 0.0, + "TN": 174318, + "TP": 0, + "n_pred": 914, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0147.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0147.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.17748344370860927, + "FN": 33, + "FP": 588, + "IoU": 0.09738372093023256, + "TN": 174544, + "TP": 67, + "n_pred": 655, + "n_ref": 100 + }, + "11": { + "Dice": 0.5839970591839235, + "FN": 2958, + "FP": 437, + "IoU": 0.4124264451367255, + "TN": 169454, + "TP": 2383, + "n_pred": 2820, + "n_ref": 5341 + }, + "12": { + "Dice": 0.0, + "FN": 40, + "FP": 17, + "IoU": 0.0, + "TN": 175175, + "TP": 0, + "n_pred": 17, + "n_ref": 40 + }, + "13": { + "Dice": 0.0, + "FN": 222, + "FP": 425, + "IoU": 0.0, + "TN": 174585, + "TP": 0, + "n_pred": 425, + "n_ref": 222 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.847610221104197, + "FN": 1100, + "FP": 51, + "IoU": 0.7355238970588235, + "TN": 170880, + "TP": 3201, + "n_pred": 3252, + "n_ref": 4301 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 475, + "IoU": 0.0, + "TN": 174757, + "TP": 0, + "n_pred": 475, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1195, + "IoU": 0.0, + "TN": 174037, + "TP": 0, + "n_pred": 1195, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.941966145451345, + "FN": 6855, + "FP": 3036, + "IoU": 0.8902986812772423, + "TN": 85069, + "TP": 80272, + "n_pred": 83308, + "n_ref": 87127 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.8881953368826877, + "FN": 34, + "FP": 575, + "IoU": 0.7988771466314399, + "TN": 172204, + "TP": 2419, + "n_pred": 2994, + "n_ref": 2453 + }, + "9": { + "Dice": 0.8227684346701164, + "FN": 3804, + "FP": 3320, + "IoU": 0.6989010989010989, + "TN": 151572, + "TP": 16536, + "n_pred": 19856, + "n_ref": 20340 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0172.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0172.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 4014, + "IoU": 0.0, + "TN": 171218, + "TP": 0, + "n_pred": 4014, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 175228, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 30, + "IoU": 0.0, + "TN": 175202, + "TP": 0, + "n_pred": 30, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0239.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0239.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 30, + "IoU": 0.0, + "TN": 175202, + "TP": 0, + "n_pred": 30, + "n_ref": 0 + }, + "10": { + "Dice": 0.6521790203218607, + "FN": 1054, + "FP": 1907, + "IoU": 0.4838765905525536, + "TN": 169495, + "TP": 2776, + "n_pred": 4683, + "n_ref": 3830 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 1870, + "FP": 19, + "IoU": 0.0, + "TN": 173343, + "TP": 0, + "n_pred": 19, + "n_ref": 1870 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.1954053340374967, + "FN": 3044, + "FP": 3, + "IoU": 0.10828211881767633, + "TN": 171815, + "TP": 370, + "n_pred": 373, + "n_ref": 3414 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9407341867610439, + "FN": 7075, + "FP": 8800, + "IoU": 0.8881002058251333, + "TN": 33364, + "TP": 125993, + "n_pred": 134793, + "n_ref": 133068 + }, + "7": { + "Dice": 0.6236763078868343, + "FN": 2359, + "FP": 22, + "IoU": 0.453146531924667, + "TN": 170878, + "TP": 1973, + "n_pred": 1995, + "n_ref": 4332 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0249.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0249.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": NaN, + "FN": 1483.4416666666666, + "FP": 933.975, + "IoU": NaN, + "TN": 169932.15, + "TP": 2882.4333333333334, + "n_pred": 3816.4083333333333, + "n_ref": 4365.875 + }, + "mean": { + "1": { + "Dice": 0.28060933923940495, + "FN": 6174.125, + "FP": 587.5, + "IoU": 0.21775816669432474, + "TN": 161180.5, + "TP": 7289.875, + "n_pred": 7877.375, + "n_ref": 13464.0 + }, + "10": { + "Dice": 0.3985320608278989, + "FN": 2298.375, + "FP": 740.75, + "IoU": 0.27636683829787456, + "TN": 170957.5, + "TP": 1235.375, + "n_pred": 1976.125, + "n_ref": 3533.75 + }, + "11": { + "Dice": 0.0, + "FN": 0.375, + "FP": 7.0, + "IoU": 0.0, + "TN": 175224.625, + "TP": 0.0, + "n_pred": 7.0, + "n_ref": 0.375 + }, + "12": { + "Dice": 0.1419234360410831, + "FN": 86.25, + "FP": 39.375, + "IoU": 0.09015421115065243, + "TN": 175096.875, + "TP": 9.5, + "n_pred": 48.875, + "n_ref": 95.75 + }, + "13": { + "Dice": 0.25579956027580353, + "FN": 3435.25, + "FP": 95.625, + "IoU": 0.16099655471793264, + "TN": 170903.625, + "TP": 797.5, + "n_pred": 893.125, + "n_ref": 4232.75 + }, + "14": { + "Dice": NaN, + "FN": 0.0, + "FP": 0.0, + "IoU": NaN, + "TN": 175232.0, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 0.0 + }, + "15": { + "Dice": NaN, + "FN": 0.0, + "FP": 0.0, + "IoU": NaN, + "TN": 175232.0, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 0.0 + }, + "2": { + "Dice": 0.0, + "FN": 0.0, + "FP": 374.0, + "IoU": 0.0, + "TN": 174858.0, + "TP": 0.0, + "n_pred": 374.0, + "n_ref": 0.0 + }, + "3": { + "Dice": 0.6015768196451072, + "FN": 2242.875, + "FP": 2903.875, + "IoU": 0.5161065728645519, + "TN": 157026.75, + "TP": 13058.5, + "n_pred": 15962.375, + "n_ref": 15301.375 + }, + "4": { + "Dice": 0.40641587814447266, + "FN": 49.75, + "FP": 287.75, + "IoU": 0.34234059097978226, + "TN": 174234.125, + "TP": 660.375, + "n_pred": 948.125, + "n_ref": 710.125 + }, + "5": { + "Dice": 0.14231452551614288, + "FN": 2335.875, + "FP": 0.0, + "IoU": 0.08296428571428571, + "TN": 172605.75, + "TP": 290.375, + "n_pred": 290.375, + "n_ref": 2626.25 + }, + "6": { + "Dice": 0.3302898776962726, + "FN": 927.375, + "FP": 7212.125, + "IoU": 0.2872645824637409, + "TN": 158169.875, + "TP": 8922.625, + "n_pred": 16134.75, + "n_ref": 9850.0 + }, + "7": { + "Dice": 0.2585871414184555, + "FN": 617.0, + "FP": 850.125, + "IoU": 0.20727207840204034, + "TN": 171458.5, + "TP": 2306.375, + "n_pred": 3156.5, + "n_ref": 2923.375 + }, + "8": { + "Dice": 0.8699978223981507, + "FN": 1565.125, + "FP": 565.125, + "IoU": 0.7814304375457347, + "TN": 166036.0, + "TP": 7065.75, + "n_pred": 7630.875, + "n_ref": 8630.875 + }, + "9": { + "Dice": 0.450289589493598, + "FN": 2519.25, + "FP": 346.375, + "IoU": 0.3166145591668751, + "TN": 170766.125, + "TP": 1600.25, + "n_pred": 1946.625, + "n_ref": 4119.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6833144154370034, + "FN": 109, + "FP": 170, + "IoU": 0.5189655172413793, + "TN": 174652, + "TP": 301, + "n_pred": 471, + "n_ref": 410 + }, + "11": { + "Dice": 0.0, + "FN": 3, + "FP": 1, + "IoU": 0.0, + "TN": 175228, + "TP": 0, + "n_pred": 1, + "n_ref": 3 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 175229, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "13": { + "Dice": 0.49002328660791744, + "FN": 10917, + "FP": 252, + "IoU": 0.324523737526459, + "TN": 158697, + "TP": 5366, + "n_pred": 5618, + "n_ref": 16283 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8128317562889453, + "FN": 398, + "FP": 2035, + "IoU": 0.6846811819595645, + "TN": 167516, + "TP": 5283, + "n_pred": 7318, + "n_ref": 5681 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9452870108555949, + "FN": 2142, + "FP": 3392, + "IoU": 0.8962504686914136, + "TN": 121892, + "TP": 47806, + "n_pred": 51198, + "n_ref": 49948 + }, + "7": { + "Dice": 0.8115839178972077, + "FN": 673, + "FP": 6230, + "IoU": 0.6829122645842903, + "TN": 153462, + "TP": 14867, + "n_pred": 21097, + "n_ref": 15540 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7035670356703567, + "FN": 142, + "FP": 581, + "IoU": 0.5426944971537002, + "TN": 173651, + "TP": 858, + "n_pred": 1439, + "n_ref": 1000 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0066.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0066.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 391, + "IoU": 0.0, + "TN": 174841, + "TP": 0, + "n_pred": 391, + "n_ref": 0 + }, + "10": { + "Dice": 0.5374736438566226, + "FN": 1759, + "FP": 654, + "IoU": 0.3674967234600262, + "TN": 171417, + "TP": 1402, + "n_pred": 2056, + "n_ref": 3161 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 488, + "FP": 309, + "IoU": 0.0, + "TN": 174435, + "TP": 0, + "n_pred": 309, + "n_ref": 488 + }, + "13": { + "Dice": 0.2618099032441662, + "FN": 4958, + "FP": 230, + "IoU": 0.15062213490504256, + "TN": 169124, + "TP": 920, + "n_pred": 1150, + "n_ref": 5878 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 175, + "IoU": 0.0, + "TN": 175057, + "TP": 0, + "n_pred": 175, + "n_ref": 0 + }, + "3": { + "Dice": 0.8023465703971119, + "FN": 661, + "FP": 215, + "IoU": 0.6699321778447627, + "TN": 172578, + "TP": 1778, + "n_pred": 1993, + "n_ref": 2439 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 242, + "FP": 7, + "IoU": 0.0, + "TN": 174983, + "TP": 0, + "n_pred": 7, + "n_ref": 242 + }, + "8": { + "Dice": 0.7888113711938449, + "FN": 6150, + "FP": 328, + "IoU": 0.6512704565030146, + "TN": 156656, + "TP": 12098, + "n_pred": 12426, + "n_ref": 18248 + }, + "9": { + "Dice": 0.12426805465191933, + "FN": 2518, + "FP": 174, + "IoU": 0.06625043357613597, + "TN": 172349, + "TP": 191, + "n_pred": 365, + "n_ref": 2709 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0076.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0076.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6343840931134821, + "FN": 30090, + "FP": 66, + "IoU": 0.46454064419901275, + "TN": 118914, + "TP": 26162, + "n_pred": 26228, + "n_ref": 56252 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1477, + "IoU": 0.0, + "TN": 173755, + "TP": 0, + "n_pred": 1477, + "n_ref": 0 + }, + "3": { + "Dice": 0.8549328741693346, + "FN": 4328, + "FP": 6456, + "IoU": 0.7466224947722093, + "TN": 132671, + "TP": 31777, + "n_pred": 38233, + "n_ref": 36105 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 23431, + "IoU": 0.0, + "TN": 151801, + "TP": 0, + "n_pred": 23431, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0119.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0119.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 55, + "IoU": 0.0, + "TN": 175177, + "TP": 0, + "n_pred": 55, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 267, + "IoU": 0.0, + "TN": 174965, + "TP": 0, + "n_pred": 267, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 7010, + "FP": 0, + "IoU": 0.0, + "TN": 168222, + "TP": 0, + "n_pred": 0, + "n_ref": 7010 + }, + "6": { + "Dice": 0.8333469788766988, + "FN": 821, + "FP": 7321, + "IoU": 0.7143057651145654, + "TN": 146733, + "TP": 20357, + "n_pred": 27678, + "n_ref": 21178 + }, + "7": { + "Dice": 0.7028255285516696, + "FN": 2538, + "FP": 470, + "IoU": 0.5418126428027418, + "TN": 168667, + "TP": 3557, + "n_pred": 4027, + "n_ref": 6095 + }, + "8": { + "Dice": 0.9304784701580872, + "FN": 2157, + "FP": 486, + "IoU": 0.869995081160846, + "TN": 154902, + "TP": 17687, + "n_pred": 18173, + "n_ref": 19844 + }, + "9": { + "Dice": 0.580093376854109, + "FN": 10162, + "FP": 1, + "IoU": 0.408543327707618, + "TN": 158049, + "TP": 7020, + "n_pred": 7021, + "n_ref": 17182 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0166.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0166.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.25210656226061795, + "FN": 4806, + "FP": 3981, + "IoU": 0.1442345149980522, + "TN": 164964, + "TP": 1481, + "n_pred": 5462, + "n_ref": 6287 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.015565490975327041, + "FN": 11607, + "FP": 283, + "IoU": 0.007843791722296396, + "TN": 163248, + "TP": 94, + "n_pred": 377, + "n_ref": 11701 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 175224, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 94, + "IoU": 0.0, + "TN": 175138, + "TP": 0, + "n_pred": 94, + "n_ref": 0 + }, + "8": { + "Dice": 0.7340121267589521, + "FN": 3512, + "FP": 3463, + "IoU": 0.5797939634917766, + "TN": 158633, + "TP": 9624, + "n_pred": 13087, + "n_ref": 13136 + }, + "9": { + "Dice": 0.2479504099180164, + "FN": 2374, + "FP": 1387, + "IoU": 0.14152020086738187, + "TN": 170851, + "TP": 620, + "n_pred": 2007, + "n_ref": 2994 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0192.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7686626030835425, + "FN": 19303, + "FP": 53, + "IoU": 0.6242501892726108, + "TN": 123719, + "TP": 32157, + "n_pred": 32210, + "n_ref": 51460 + }, + "10": { + "Dice": 0.5197656825852505, + "FN": 11713, + "FP": 666, + "IoU": 0.3511374357899151, + "TN": 156154, + "TP": 6699, + "n_pred": 7365, + "n_ref": 18412 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.4257703081232493, + "FN": 202, + "FP": 3, + "IoU": 0.2704626334519573, + "TN": 174951, + "TP": 76, + "n_pred": 79, + "n_ref": 278 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1334, + "IoU": 0.0, + "TN": 173898, + "TP": 0, + "n_pred": 1334, + "n_ref": 0 + }, + "3": { + "Dice": 0.3922832926004888, + "FN": 11229, + "FP": 12145, + "IoU": 0.24400025874894885, + "TN": 144314, + "TP": 7544, + "n_pred": 19689, + "n_ref": 18773 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 2749, + "IoU": 0.0, + "TN": 172483, + "TP": 0, + "n_pred": 2749, + "n_ref": 0 + }, + "7": { + "Dice": 0.03711340206185567, + "FN": 1401, + "FP": 0, + "IoU": 0.018907563025210083, + "TN": 173804, + "TP": 27, + "n_pred": 27, + "n_ref": 1428 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0226.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0226.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 4059, + "IoU": 0.0, + "TN": 171173, + "TP": 0, + "n_pred": 4059, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9583213610586011, + "FN": 1725, + "FP": 3787, + "IoU": 0.9199779329568386, + "TN": 106351, + "TP": 63369, + "n_pred": 67156, + "n_ref": 65094 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9210206561360875, + "FN": 87, + "FP": 43, + "IoU": 0.8536036036036037, + "TN": 174344, + "TP": 758, + "n_pred": 801, + "n_ref": 845 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0272.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0272.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 131, + "IoU": 0.0, + "TN": 175101, + "TP": 0, + "n_pred": 131, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 455, + "IoU": 0.0, + "TN": 174777, + "TP": 0, + "n_pred": 455, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 175226, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 628, + "IoU": 0.0, + "TN": 174604, + "TP": 0, + "n_pred": 628, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.28462905103228575, + "FN": 11677, + "FP": 0, + "IoU": 0.16592857142857143, + "TN": 161232, + "TP": 2323, + "n_pred": 2323, + "n_ref": 14000 + }, + "6": { + "Dice": 0.2031052764453421, + "FN": 4456, + "FP": 20796, + "IoU": 0.11303126097646646, + "TN": 146762, + "TP": 3218, + "n_pred": 24014, + "n_ref": 7674 + }, + "7": { + "Dice": 0.0, + "FN": 82, + "FP": 0, + "IoU": 0.0, + "TN": 175150, + "TP": 0, + "n_pred": 0, + "n_ref": 82 + }, + "8": { + "Dice": 0.9756664877437824, + "FN": 615, + "FP": 201, + "IoU": 0.9524890829694324, + "TN": 158057, + "TP": 16359, + "n_pred": 16560, + "n_ref": 16974 + }, + "9": { + "Dice": 0.5955690703735882, + "FN": 4958, + "FP": 628, + "IoU": 0.4240643365295391, + "TN": 165533, + "TP": 4113, + "n_pred": 4741, + "n_ref": 9071 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0307.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0307.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": 0.4330619012566113, + "FN": 1257.7166666666667, + "FP": 714.0, + "IoU": 0.34803075673832434, + "TN": 170580.10833333334, + "TP": 2680.175, + "n_pred": 3394.175, + "n_ref": 3937.891666666667 + }, + "mean": { + "1": { + "Dice": 0.0, + "FN": 776.5, + "FP": 2346.25, + "IoU": 0.0, + "TN": 172109.25, + "TP": 0.0, + "n_pred": 2346.25, + "n_ref": 776.5 + }, + "10": { + "Dice": 0.42428255327571324, + "FN": 2214.25, + "FP": 1531.375, + "IoU": 0.2810897610637112, + "TN": 169331.875, + "TP": 2154.5, + "n_pred": 3685.875, + "n_ref": 4368.75 + }, + "11": { + "Dice": 0.5353062371230568, + "FN": 250.875, + "FP": 59.25, + "IoU": 0.36547314578005113, + "TN": 174743.25, + "TP": 178.625, + "n_pred": 237.875, + "n_ref": 429.5 + }, + "12": { + "Dice": 0.38888735242090733, + "FN": 181.25, + "FP": 200.0, + "IoU": 0.2773033665584421, + "TN": 174552.75, + "TP": 298.0, + "n_pred": 498.0, + "n_ref": 479.25 + }, + "13": { + "Dice": 0.35396089498085065, + "FN": 221.25, + "FP": 42.75, + "IoU": 0.27394695787831513, + "TN": 174748.5, + "TP": 219.5, + "n_pred": 262.25, + "n_ref": 440.75 + }, + "14": { + "Dice": 0.6792408045616913, + "FN": 4562.375, + "FP": 279.125, + "IoU": 0.5171057889941806, + "TN": 164207.125, + "TP": 6183.375, + "n_pred": 6462.5, + "n_ref": 10745.75 + }, + "15": { + "Dice": 0.44859554448595546, + "FN": 207.0, + "FP": 361.875, + "IoU": 0.40677540777917187, + "TN": 173447.375, + "TP": 1215.75, + "n_pred": 1577.625, + "n_ref": 1422.75 + }, + "2": { + "Dice": 0.4177629949279923, + "FN": 3039.75, + "FP": 197.375, + "IoU": 0.35876369729467006, + "TN": 163902.875, + "TP": 8092.0, + "n_pred": 8289.375, + "n_ref": 11131.75 + }, + "3": { + "Dice": 0.19033457249070632, + "FN": 93.125, + "FP": 1785.375, + "IoU": 0.18156028368794325, + "TN": 173193.5, + "TP": 160.0, + "n_pred": 1945.375, + "n_ref": 253.125 + }, + "4": { + "Dice": 0.0, + "FN": 0.0, + "FP": 149.75, + "IoU": 0.0, + "TN": 175082.25, + "TP": 0.0, + "n_pred": 149.75, + "n_ref": 0.0 + }, + "5": { + "Dice": 0.5643549808992065, + "FN": 716.875, + "FP": 24.375, + "IoU": 0.39310203663903387, + "TN": 174010.625, + "TP": 480.125, + "n_pred": 504.5, + "n_ref": 1197.0 + }, + "6": { + "Dice": 0.5868268957232048, + "FN": 4104.875, + "FP": 3063.75, + "IoU": 0.527709178360393, + "TN": 154583.875, + "TP": 13479.5, + "n_pred": 16543.25, + "n_ref": 17584.375 + }, + "7": { + "Dice": 0.7326507801616967, + "FN": 320.875, + "FP": 374.375, + "IoU": 0.5787419467274155, + "TN": 173482.25, + "TP": 1054.5, + "n_pred": 1428.875, + "n_ref": 1375.375 + }, + "8": { + "Dice": 0.8615227646455673, + "FN": 2112.625, + "FP": 272.5, + "IoU": 0.7789196191398388, + "TN": 166329.125, + "TP": 6517.75, + "n_pred": 6790.25, + "n_ref": 8630.375 + }, + "9": { + "Dice": 0.3122021431526217, + "FN": 64.125, + "FP": 21.875, + "IoU": 0.27997016117169937, + "TN": 174977.0, + "TP": 169.0, + "n_pred": 190.875, + "n_ref": 233.125 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 6212, + "FP": 0, + "IoU": 0.0, + "TN": 169020, + "TP": 0, + "n_pred": 0, + "n_ref": 6212 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 146, + "IoU": 0.0, + "TN": 175086, + "TP": 0, + "n_pred": 146, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 656, + "FP": 75, + "IoU": 0.0, + "TN": 174501, + "TP": 0, + "n_pred": 75, + "n_ref": 656 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.5643549808992065, + "FN": 5735, + "FP": 195, + "IoU": 0.39310203663903387, + "TN": 165461, + "TP": 3841, + "n_pred": 4036, + "n_ref": 9576 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 6970, + "IoU": 0.0, + "TN": 168262, + "TP": 0, + "n_pred": 6970, + "n_ref": 0 + }, + "7": { + "Dice": 0.7479526842584168, + "FN": 257, + "FP": 20, + "IoU": 0.5973837209302325, + "TN": 174544, + "TP": 411, + "n_pred": 431, + "n_ref": 668 + }, + "8": { + "Dice": 0.6744740387604933, + "FN": 15581, + "FP": 124, + "IoU": 0.508835027365129, + "TN": 143257, + "TP": 16270, + "n_pred": 16394, + "n_ref": 31851 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0006.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0006.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.7362363651979731, + "FN": 29077, + "FP": 1633, + "IoU": 0.5825744189207558, + "TN": 101662, + "TP": 42860, + "n_pred": 44493, + "n_ref": 71937 + }, + "15": { + "Dice": 0.8971910889719109, + "FN": 1656, + "FP": 573, + "IoU": 0.8135508155583437, + "TN": 163277, + "TP": 9726, + "n_pred": 10299, + "n_ref": 11382 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 151, + "IoU": 0.0, + "TN": 175081, + "TP": 0, + "n_pred": 151, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0094.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0094.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 5230, + "IoU": 0.0, + "TN": 170002, + "TP": 0, + "n_pred": 5230, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.5353062371230568, + "FN": 2007, + "FP": 474, + "IoU": 0.36547314578005113, + "TN": 171322, + "TP": 1429, + "n_pred": 1903, + "n_ref": 3436 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 187, + "IoU": 0.0, + "TN": 175045, + "TP": 0, + "n_pred": 187, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8388209144352812, + "FN": 7342, + "FP": 417, + "IoU": 0.7223872052667358, + "TN": 147283, + "TP": 20190, + "n_pred": 20607, + "n_ref": 27532 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 6431, + "IoU": 0.0, + "TN": 168801, + "TP": 0, + "n_pred": 6431, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9280023996259407, + "FN": 6977, + "FP": 1184, + "IoU": 0.8656758180262032, + "TN": 114476, + "TP": 52595, + "n_pred": 53779, + "n_ref": 59572 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9027081243731193, + "FN": 204, + "FP": 87, + "IoU": 0.8226691042047533, + "TN": 173591, + "TP": 1350, + "n_pred": 1437, + "n_ref": 1554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0282.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0282.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 263, + "IoU": 0.0, + "TN": 174969, + "TP": 0, + "n_pred": 263, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.6222452439254097, + "FN": 7422, + "FP": 600, + "IoU": 0.45163715906760543, + "TN": 160603, + "TP": 6607, + "n_pred": 7207, + "n_ref": 14029 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 2322, + "IoU": 0.0, + "TN": 172910, + "TP": 0, + "n_pred": 2322, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 175226, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 15987, + "IoU": 0.0, + "TN": 159245, + "TP": 0, + "n_pred": 15987, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0349.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0349.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.27288468198083804, + "FN": 5982, + "FP": 317, + "IoU": 0.158000267343938, + "TN": 167751, + "TP": 1182, + "n_pred": 1499, + "n_ref": 7164 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6604191514738457, + "FN": 1341, + "FP": 652, + "IoU": 0.4930043245993386, + "TN": 171301, + "TP": 1938, + "n_pred": 2590, + "n_ref": 3279 + }, + "13": { + "Dice": 0.0, + "FN": 663, + "FP": 0, + "IoU": 0.0, + "TN": 174569, + "TP": 0, + "n_pred": 0, + "n_ref": 663 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 32, + "IoU": 0.0, + "TN": 175200, + "TP": 0, + "n_pred": 32, + "n_ref": 0 + }, + "3": { + "Dice": 0.9516728624535316, + "FN": 89, + "FP": 41, + "IoU": 0.9078014184397163, + "TN": 173822, + "TP": 1280, + "n_pred": 1321, + "n_ref": 1369 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.94427485485126, + "FN": 645, + "FP": 286, + "IoU": 0.8944324753373398, + "TN": 166413, + "TP": 7888, + "n_pred": 8174, + "n_ref": 8533 + }, + "7": { + "Dice": 0.6963249516441006, + "FN": 120, + "FP": 37, + "IoU": 0.5341246290801187, + "TN": 174895, + "TP": 180, + "n_pred": 217, + "n_ref": 300 + }, + "8": { + "Dice": 0.9550679564940978, + "FN": 957, + "FP": 1658, + "IoU": 0.9140000657743282, + "TN": 144825, + "TP": 27792, + "n_pred": 29450, + "n_ref": 28749 + }, + "9": { + "Dice": 0.03389830508474576, + "FN": 26, + "FP": 88, + "IoU": 0.017241379310344827, + "TN": 175116, + "TP": 2, + "n_pred": 90, + "n_ref": 28 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0378.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0378.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.5756804245705884, + "FN": 11732, + "FP": 11934, + "IoU": 0.4041792547834844, + "TN": 135512, + "TP": 16054, + "n_pred": 27988, + "n_ref": 27786 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5062429057888763, + "FN": 109, + "FP": 761, + "IoU": 0.33890577507598785, + "TN": 173916, + "TP": 446, + "n_pred": 1207, + "n_ref": 555 + }, + "13": { + "Dice": 0.7079217899617013, + "FN": 1107, + "FP": 342, + "IoU": 0.5478939157566303, + "TN": 172027, + "TP": 1756, + "n_pred": 2098, + "n_ref": 2863 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1192, + "IoU": 0.0, + "TN": 174040, + "TP": 0, + "n_pred": 1192, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8635926993275697, + "FN": 769, + "FP": 83, + "IoU": 0.7599323753169906, + "TN": 171683, + "TP": 2697, + "n_pred": 2780, + "n_ref": 3466 + }, + "7": { + "Dice": 0.7536747045825728, + "FN": 2190, + "FP": 2938, + "IoU": 0.6047174901718955, + "TN": 162259, + "TP": 7845, + "n_pred": 10783, + "n_ref": 10035 + }, + "8": { + "Dice": 0.955026298682111, + "FN": 363, + "FP": 398, + "IoU": 0.9139237642800588, + "TN": 166391, + "TP": 8080, + "n_pred": 8478, + "n_ref": 8443 + }, + "9": { + "Dice": 0.0, + "FN": 283, + "FP": 0, + "IoU": 0.0, + "TN": 174949, + "TP": 0, + "n_pred": 0, + "n_ref": 283 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0383.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0383.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.832231065276688, + "FN": 16976, + "FP": 984, + "IoU": 0.7126675839119444, + "TN": 112726, + "TP": 44546, + "n_pred": 45530, + "n_ref": 61522 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 7585, + "IoU": 0.0, + "TN": 167647, + "TP": 0, + "n_pred": 7585, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0402.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0402.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 13277, + "IoU": 0.0, + "TN": 161955, + "TP": 0, + "n_pred": 13277, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7850914205344585, + "FN": 24448, + "FP": 0, + "IoU": 0.6462144014818245, + "TN": 106128, + "TP": 44656, + "n_pred": 44656, + "n_ref": 69104 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0404.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2650486/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0404.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": NaN, + "FN": 1296.0416666666667, + "FP": 834.9133333333333, + "IoU": NaN, + "TN": 170324.73833333334, + "TP": 2776.3066666666664, + "n_pred": 3611.22, + "n_ref": 4072.348333333334 + }, + "mean": { + "1": { + "Dice": 0.19541733581107912, + "FN": 2479.325, + "FP": 1286.425, + "IoU": 0.15651945135929496, + "TN": 168340.625, + "TP": 3125.625, + "n_pred": 4412.05, + "n_ref": 5604.95 + }, + "10": { + "Dice": 0.37806793988518983, + "FN": 1615.0, + "FP": 846.55, + "IoU": 0.2646795547427617, + "TN": 171452.25, + "TP": 1318.2, + "n_pred": 2164.75, + "n_ref": 2933.2 + }, + "11": { + "Dice": 0.2840045626454344, + "FN": 158.225, + "FP": 93.25, + "IoU": 0.1995565945248705, + "TN": 174826.65, + "TP": 153.875, + "n_pred": 247.125, + "n_ref": 312.1 + }, + "12": { + "Dice": 0.25100969247798727, + "FN": 220.075, + "FP": 68.125, + "IoU": 0.18158372808583131, + "TN": 174820.525, + "TP": 123.275, + "n_pred": 191.4, + "n_ref": 343.35 + }, + "13": { + "Dice": 0.1483093574102558, + "FN": 1775.25, + "FP": 172.375, + "IoU": 0.10276811177741049, + "TN": 172993.825, + "TP": 290.55, + "n_pred": 462.925, + "n_ref": 2065.8 + }, + "14": { + "Dice": NaN, + "FN": 1083.05, + "FP": 406.7, + "IoU": NaN, + "TN": 171278.75, + "TP": 2463.5, + "n_pred": 2870.2, + "n_ref": 3546.55 + }, + "15": { + "Dice": NaN, + "FN": 2104.225, + "FP": 580.775, + "IoU": NaN, + "TN": 172106.175, + "TP": 440.825, + "n_pred": 1021.6, + "n_ref": 2545.05 + }, + "2": { + "Dice": 0.25413127476550057, + "FN": 1670.375, + "FP": 1192.375, + "IoU": 0.20887302751561926, + "TN": 169919.325, + "TP": 2449.925, + "n_pred": 3642.3, + "n_ref": 4120.3 + }, + "3": { + "Dice": 0.4103926082465077, + "FN": 841.625, + "FP": 1974.175, + "IoU": 0.37072222328205684, + "TN": 167323.55, + "TP": 5092.65, + "n_pred": 7066.825, + "n_ref": 5934.275 + }, + "4": { + "Dice": 0.3892487015149865, + "FN": 362.75, + "FP": 376.05, + "IoU": 0.3449794524451558, + "TN": 172689.65, + "TP": 1803.55, + "n_pred": 2179.6, + "n_ref": 2166.3 + }, + "5": { + "Dice": NaN, + "FN": 789.325, + "FP": 4.875, + "IoU": NaN, + "TN": 174283.7, + "TP": 154.1, + "n_pred": 158.975, + "n_ref": 943.425 + }, + "6": { + "Dice": 0.5233735561391644, + "FN": 2447.875, + "FP": 4248.325, + "IoU": 0.45940082513040165, + "TN": 153283.775, + "TP": 15252.025, + "n_pred": 19500.35, + "n_ref": 17699.9 + }, + "7": { + "Dice": 0.5116232038499031, + "FN": 1997.375, + "FP": 445.15, + "IoU": 0.41711549331774556, + "TN": 169362.45, + "TP": 3427.025, + "n_pred": 3872.175, + "n_ref": 5424.4 + }, + "8": { + "Dice": 0.7541953286852257, + "FN": 961.875, + "FP": 266.15, + "IoU": 0.6723896954884279, + "TN": 169830.2, + "TP": 4173.775, + "n_pred": 4439.925, + "n_ref": 5135.65 + }, + "9": { + "Dice": 0.4716105979868347, + "FN": 934.275, + "FP": 562.4, + "IoU": 0.3615104831214745, + "TN": 172359.625, + "TP": 1375.7, + "n_pred": 1938.1, + "n_ref": 2309.975 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/loop_001/summary.json b/nnActive_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/loop_001/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a4a57a8de5d356b3123ec408f09edb7bcf7a3416 --- /dev/null +++ b/nnActive_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/loop_001/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.5550817377996538, + "FN": 55834.064000000006, + "FP": 52109.09599999999, + "IoU": 0.42561080419232794, + "TN": 96218261.21333334, + "TP": 130756.46666666663, + "n_pred": 182865.56266666666, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.6431794644400113, + "FN": 76178.26, + "FP": 56924.06, + "IoU": 0.49705525121690236, + "TN": 96205748.64, + "TP": 118109.88, + "n_pred": 175033.94, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.5506390366863378, + "FN": 32723.42, + "FP": 29460.5, + "IoU": 0.4047518981154296, + "TN": 96353277.78, + "TP": 41499.14, + "n_pred": 70959.64, + "n_ref": 74222.56 + }, + "11": { + "Dice": 0.5978765209890361, + "FN": 1720.86, + "FP": 557.82, + "IoU": 0.45410584487317707, + "TN": 96452702.64, + "TP": 1979.52, + "n_pred": 2537.34, + "n_ref": 3700.38 + }, + "12": { + "Dice": 0.4884165602106236, + "FN": 2522.5, + "FP": 520.82, + "IoU": 0.35132618058914145, + "TN": 96452203.36, + "TP": 1714.16, + "n_pred": 2234.98, + "n_ref": 4236.66 + }, + "13": { + "Dice": 0.32813374100227405, + "FN": 42937.76, + "FP": 11031.28, + "IoU": 0.21495737371434284, + "TN": 96388071.42, + "TP": 14920.38, + "n_pred": 25951.66, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.6548567151911462, + "FN": 52965.8, + "FP": 34147.58, + "IoU": 0.5401441739622947, + "TN": 96284455.12, + "TP": 85392.34, + "n_pred": 119539.92, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.4938155108398125, + "FN": 24486.12, + "FP": 32716.96, + "IoU": 0.3651990687347453, + "TN": 96370196.84, + "TP": 29560.92, + "n_pred": 62277.88, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.3065370546508523, + "FN": 116438.18, + "FP": 14566.02, + "IoU": 0.2176324180120648, + "TN": 96285553.12, + "TP": 40403.52, + "n_pred": 54969.54, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.6104759017889857, + "FN": 34020.72, + "FP": 123020.3, + "IoU": 0.4519877860642984, + "TN": 96170537.96, + "TP": 129381.86, + "n_pred": 252402.16, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.528397873709944, + "FN": 9302.1, + "FP": 17937.62, + "IoU": 0.4057867092667518, + "TN": 96412445.72, + "TP": 17275.4, + "n_pred": 35213.02, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.35370159463091033, + "FN": 13480.36, + "FP": 1122.38, + "IoU": 0.2498514287856401, + "TN": 96438686.3, + "TP": 3671.8, + "n_pred": 4794.18, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.8291969545504091, + "FN": 142221.7, + "FP": 367777.8, + "IoU": 0.7183955195483531, + "TN": 94729959.42, + "TP": 1217001.92, + "n_pred": 1584779.72, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.5028935029808377, + "FN": 209885.5, + "FP": 60484.86, + "IoU": 0.36348272245403657, + "TN": 96057551.32, + "TP": 129039.16, + "n_pred": 189524.02, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.762184998689197, + "FN": 45118.32, + "FP": 22509.68, + "IoU": 0.6282549047400801, + "TN": 96302081.98, + "TP": 87250.86, + "n_pred": 109760.54, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.6759206366344295, + "FN": 33509.36, + "FP": 8858.76, + "IoU": 0.5212307828076608, + "TN": 96370446.58, + "TP": 44146.14, + "n_pred": 53004.9, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.589128597155353, + "FN": 12542, + "FP": 99252, + "IoU": 0.4175636390159527, + "TN": 119401378, + "TP": 80148, + "n_pred": 179400, + "n_ref": 92690 + }, + "10": { + "Dice": 0.5876471341270323, + "FN": 31726, + "FP": 29475, + "IoU": 0.41607671023757276, + "TN": 119488510, + "TP": 43609, + "n_pred": 73084, + "n_ref": 75335 + }, + "11": { + "Dice": 0.6931287525016678, + "FN": 1468, + "FP": 372, + "IoU": 0.5303726391015824, + "TN": 119589402, + "TP": 2078, + "n_pred": 2450, + "n_ref": 3546 + }, + "12": { + "Dice": 0.36771728748806115, + "FN": 3310, + "FP": 662, + "IoU": 0.22527794031597426, + "TN": 119588193, + "TP": 1155, + "n_pred": 1817, + "n_ref": 4465 + }, + "13": { + "Dice": 0.2643732688570248, + "FN": 44119, + "FP": 3952, + "IoU": 0.15232150099631453, + "TN": 119536611, + "TP": 8638, + "n_pred": 12590, + "n_ref": 52757 + }, + "14": { + "Dice": 0.35107310248989554, + "FN": 190895, + "FP": 18308, + "IoU": 0.2129100465399766, + "TN": 119327527, + "TP": 56590, + "n_pred": 74898, + "n_ref": 247485 + }, + "15": { + "Dice": 0.05920924605088374, + "FN": 25865, + "FP": 196521, + "IoU": 0.030507794789523243, + "TN": 119363936, + "TP": 6998, + "n_pred": 203519, + "n_ref": 32863 + }, + "2": { + "Dice": 0.00015624001306734656, + "FN": 140787, + "FP": 0, + "IoU": 7.812610974587708e-05, + "TN": 119452522, + "TP": 11, + "n_pred": 11, + "n_ref": 140798 + }, + "3": { + "Dice": 0.5905450514751593, + "FN": 8416, + "FP": 216177, + "IoU": 0.4189882422941108, + "TN": 119206765, + "TP": 161962, + "n_pred": 378139, + "n_ref": 170378 + }, + "4": { + "Dice": 0.7261001049188421, + "FN": 30644, + "FP": 4860, + "IoU": 0.5699820745118938, + "TN": 119510756, + "TP": 47060, + "n_pred": 51920, + "n_ref": 77704 + }, + "5": { + "Dice": 0.0, + "FN": 64264, + "FP": 5098, + "IoU": 0.0, + "TN": 119523958, + "TP": 0, + "n_pred": 5098, + "n_ref": 64264 + }, + "6": { + "Dice": 0.8797406740083609, + "FN": 203698, + "FP": 63749, + "IoU": 0.7853009152408759, + "TN": 118347637, + "TP": 978236, + "n_pred": 1041985, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 69129, + "IoU": 0.0, + "TN": 119524191, + "TP": 0, + "n_pred": 69129, + "n_ref": 0 + }, + "8": { + "Dice": 0.5906747089483964, + "FN": 159638, + "FP": 16193, + "IoU": 0.4191187887557524, + "TN": 119290623, + "TP": 126866, + "n_pred": 143059, + "n_ref": 286504 + }, + "9": { + "Dice": 0.6770167892562334, + "FN": 36633, + "FP": 1438, + "IoU": 0.5117349817883343, + "TN": 119515348, + "TP": 39901, + "n_pred": 41339, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8302879681242831, + "FN": 23525, + "FP": 43943, + "IoU": 0.7098225422139643, + "TN": 72593154, + "TP": 165038, + "n_pred": 208981, + "n_ref": 188563 + }, + "10": { + "Dice": 0.543077981465744, + "FN": 28191, + "FP": 39555, + "IoU": 0.37275706905171935, + "TN": 72717654, + "TP": 40260, + "n_pred": 79815, + "n_ref": 68451 + }, + "11": { + "Dice": 0.6251952108276939, + "FN": 1046, + "FP": 394, + "IoU": 0.4547519878833775, + "TN": 72823019, + "TP": 1201, + "n_pred": 1595, + "n_ref": 2247 + }, + "12": { + "Dice": 0.6460533896677549, + "FN": 1192, + "FP": 651, + "IoU": 0.47716312056737586, + "TN": 72822135, + "TP": 1682, + "n_pred": 2333, + "n_ref": 2874 + }, + "13": { + "Dice": 0.4542172257068826, + "FN": 34143, + "FP": 4404, + "IoU": 0.2938428563577409, + "TN": 72771073, + "TP": 16040, + "n_pred": 20444, + "n_ref": 50183 + }, + "14": { + "Dice": 0.8183584920061766, + "FN": 7197, + "FP": 23740, + "IoU": 0.6925607186866478, + "TN": 72725032, + "TP": 69691, + "n_pred": 93431, + "n_ref": 76888 + }, + "15": { + "Dice": 0.6185297664240097, + "FN": 14782, + "FP": 19384, + "IoU": 0.4477329669441526, + "TN": 72763795, + "TP": 27699, + "n_pred": 47083, + "n_ref": 42481 + }, + "2": { + "Dice": 0.024947662247034194, + "FN": 134127, + "FP": 9, + "IoU": 0.012631392986485293, + "TN": 72689808, + "TP": 1716, + "n_pred": 1725, + "n_ref": 135843 + }, + "3": { + "Dice": 0.6389480579094224, + "FN": 3262, + "FP": 136746, + "IoU": 0.469451633806126, + "TN": 72561767, + "TP": 123885, + "n_pred": 260631, + "n_ref": 127147 + }, + "4": { + "Dice": 0.6584269662921348, + "FN": 12067, + "FP": 3437, + "IoU": 0.490787269681742, + "TN": 72795213, + "TP": 14943, + "n_pred": 18380, + "n_ref": 27010 + }, + "5": { + "Dice": 0.4412160344363734, + "FN": 6179, + "FP": 52, + "IoU": 0.28305143251639625, + "TN": 72816969, + "TP": 2460, + "n_pred": 2512, + "n_ref": 8639 + }, + "6": { + "Dice": 0.8545453784941306, + "FN": 84144, + "FP": 298373, + "IoU": 0.7460316301056993, + "TN": 71319500, + "TP": 1123643, + "n_pred": 1422016, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.5670224701429155, + "FN": 130726, + "FP": 34448, + "IoU": 0.39569529760837674, + "TN": 72552331, + "TP": 108155, + "n_pred": 142603, + "n_ref": 238881 + }, + "8": { + "Dice": 0.8780053868393091, + "FN": 4896, + "FP": 9915, + "IoU": 0.7825397524556226, + "TN": 72757551, + "TP": 53298, + "n_pred": 63213, + "n_ref": 58194 + }, + "9": { + "Dice": 0.8154857142857143, + "FN": 20901, + "FP": 4931, + "IoU": 0.6884557865791886, + "TN": 72742744, + "TP": 57084, + "n_pred": 62015, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6359345992976806, + "FN": 117881, + "FP": 44889, + "IoU": 0.4662053586068934, + "TN": 71504558, + "TP": 142160, + "n_pred": 187049, + "n_ref": 260041 + }, + "10": { + "Dice": 0.7449697182041143, + "FN": 34183, + "FP": 6579, + "IoU": 0.5935870464719782, + "TN": 71709191, + "TP": 59535, + "n_pred": 66114, + "n_ref": 93718 + }, + "11": { + "Dice": 0.5795347077737848, + "FN": 1837, + "FP": 386, + "IoU": 0.40798934753661786, + "TN": 71805733, + "TP": 1532, + "n_pred": 1918, + "n_ref": 3369 + }, + "12": { + "Dice": 0.10950442229397726, + "FN": 6119, + "FP": 224, + "IoU": 0.057923659587108274, + "TN": 71802755, + "TP": 390, + "n_pred": 614, + "n_ref": 6509 + }, + "13": { + "Dice": 0.22299329169558177, + "FN": 55707, + "FP": 1396, + "IoU": 0.12548815412652956, + "TN": 71744191, + "TP": 8194, + "n_pred": 9590, + "n_ref": 63901 + }, + "14": { + "Dice": 0.4855378606117505, + "FN": 354608, + "FP": 482, + "IoU": 0.3206008575479333, + "TN": 71286835, + "TP": 167563, + "n_pred": 168045, + "n_ref": 522171 + }, + "15": { + "Dice": 0.3095136654126819, + "FN": 146519, + "FP": 5823, + "IoU": 0.18309149212273307, + "TN": 71623002, + "TP": 34144, + "n_pred": 39967, + "n_ref": 180663 + }, + "2": { + "Dice": 0.026566511487422603, + "FN": 144851, + "FP": 3400, + "IoU": 0.013462075941280594, + "TN": 71659214, + "TP": 2023, + "n_pred": 5423, + "n_ref": 146874 + }, + "3": { + "Dice": 0.6372374789033073, + "FN": 13956, + "FP": 180780, + "IoU": 0.46760713553413985, + "TN": 71443713, + "TP": 171039, + "n_pred": 351819, + "n_ref": 184995 + }, + "4": { + "Dice": 0.7066550649788083, + "FN": 1387, + "FP": 9064, + "IoU": 0.5463778809844178, + "TN": 71786449, + "TP": 12588, + "n_pred": 21652, + "n_ref": 13975 + }, + "5": { + "Dice": 0.3609902712963695, + "FN": 8061, + "FP": 18, + "IoU": 0.22024901071325162, + "TN": 71799127, + "TP": 2282, + "n_pred": 2300, + "n_ref": 10343 + }, + "6": { + "Dice": 0.8741219334214538, + "FN": 70074, + "FP": 269237, + "IoU": 0.7763912979296601, + "TN": 70292056, + "TP": 1178121, + "n_pred": 1447358, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.7999342746147436, + "FN": 64748, + "FP": 20483, + "IoU": 0.6665753864088912, + "TN": 71553865, + "TP": 170392, + "n_pred": 190875, + "n_ref": 235140 + }, + "8": { + "Dice": 0.8488834694355146, + "FN": 12315, + "FP": 12223, + "IoU": 0.7374435575338655, + "TN": 71716030, + "TP": 68920, + "n_pred": 81143, + "n_ref": 81235 + }, + "9": { + "Dice": 0.7663643245109627, + "FN": 30448, + "FP": 4738, + "IoU": 0.6212241910134131, + "TN": 71716594, + "TP": 57708, + "n_pred": 62446, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7110881083359567, + "FN": 80924, + "FP": 27370, + "IoU": 0.5516964448344952, + "TN": 135203946, + "TP": 133270, + "n_pred": 160640, + "n_ref": 214194 + }, + "10": { + "Dice": 0.6894067400542138, + "FN": 37194, + "FP": 6003, + "IoU": 0.5260264653602229, + "TN": 135354372, + "TP": 47941, + "n_pred": 53944, + "n_ref": 85135 + }, + "11": { + "Dice": 0.6042583142706317, + "FN": 1830, + "FP": 419, + "IoU": 0.4329299041855774, + "TN": 135441544, + "TP": 1717, + "n_pred": 2136, + "n_ref": 3547 + }, + "12": { + "Dice": 0.6809850444169572, + "FN": 2480, + "FP": 357, + "IoU": 0.5162830349531117, + "TN": 135439645, + "TP": 3028, + "n_pred": 3385, + "n_ref": 5508 + }, + "13": { + "Dice": 0.3473780661829871, + "FN": 29010, + "FP": 14437, + "IoU": 0.21019814579167423, + "TN": 135390500, + "TP": 11563, + "n_pred": 26000, + "n_ref": 40573 + }, + "14": { + "Dice": 0.8814524960511457, + "FN": 13828, + "FP": 20921, + "IoU": 0.7880331348819052, + "TN": 135281574, + "TP": 129187, + "n_pred": 150108, + "n_ref": 143015 + }, + "15": { + "Dice": 0.45460536683906644, + "FN": 19568, + "FP": 56568, + "IoU": 0.29416781777559403, + "TN": 135337643, + "TP": 31731, + "n_pred": 88299, + "n_ref": 51299 + }, + "2": { + "Dice": 0.2430226783645092, + "FN": 180177, + "FP": 2739, + "IoU": 0.13831861992293126, + "TN": 135233232, + "TP": 29362, + "n_pred": 32101, + "n_ref": 209539 + }, + "3": { + "Dice": 0.609629030077894, + "FN": 39697, + "FP": 200006, + "IoU": 0.4384650163632573, + "TN": 135018639, + "TP": 187168, + "n_pred": 387174, + "n_ref": 226865 + }, + "4": { + "Dice": 0.7397991071428571, + "FN": 3698, + "FP": 19616, + "IoU": 0.5870485502240643, + "TN": 135389053, + "TP": 33143, + "n_pred": 52759, + "n_ref": 36841 + }, + "5": { + "Dice": 0.18023500469361992, + "FN": 25260, + "FP": 65, + "IoU": 0.0990430111352236, + "TN": 135417401, + "TP": 2784, + "n_pred": 2849, + "n_ref": 28044 + }, + "6": { + "Dice": 0.8759764770592373, + "FN": 265683, + "FP": 129814, + "IoU": 0.779322193157876, + "TN": 133653318, + "TP": 1396695, + "n_pred": 1526509, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.6240637680229667, + "FN": 82237, + "FP": 58403, + "IoU": 0.45355573428448204, + "TN": 135188137, + "TP": 116733, + "n_pred": 175136, + "n_ref": 198970 + }, + "8": { + "Dice": 0.5305669789264269, + "FN": 172418, + "FP": 34993, + "IoU": 0.3610691820024521, + "TN": 135120888, + "TP": 117211, + "n_pred": 152204, + "n_ref": 289629 + }, + "9": { + "Dice": 0.4134969708325526, + "FN": 71552, + "FP": 3572, + "IoU": 0.2606342145148908, + "TN": 135343904, + "TP": 26482, + "n_pred": 30054, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5859054329207201, + "FN": 147443, + "FP": 6307, + "IoU": 0.41433256768029986, + "TN": 105491484, + "TP": 108771, + "n_pred": 115078, + "n_ref": 256214 + }, + "10": { + "Dice": 0.2694971139582965, + "FN": 42953, + "FP": 52092, + "IoU": 0.15573340913330433, + "TN": 105641428, + "TP": 17532, + "n_pred": 69624, + "n_ref": 60485 + }, + "11": { + "Dice": 0.6999778907804555, + "FN": 886, + "FP": 471, + "IoU": 0.5384353741496599, + "TN": 105751065, + "TP": 1583, + "n_pred": 2054, + "n_ref": 2469 + }, + "12": { + "Dice": 0.40781049935979513, + "FN": 3130, + "FP": 570, + "IoU": 0.25613188580619217, + "TN": 105749031, + "TP": 1274, + "n_pred": 1844, + "n_ref": 4404 + }, + "13": { + "Dice": 0.18694551935328232, + "FN": 71409, + "FP": 11164, + "IoU": 0.10311081180891969, + "TN": 105661939, + "TP": 9493, + "n_pred": 20657, + "n_ref": 80902 + }, + "14": { + "Dice": 0.9176630016655823, + "FN": 26931, + "FP": 3570, + "IoU": 0.8478533054656284, + "TN": 105553534, + "TP": 169970, + "n_pred": 173540, + "n_ref": 196901 + }, + "15": { + "Dice": 0.7595508417823047, + "FN": 3547, + "FP": 11892, + "IoU": 0.6123192044997992, + "TN": 105714181, + "TP": 24385, + "n_pred": 36277, + "n_ref": 27932 + }, + "2": { + "Dice": 0.6408239966852632, + "FN": 76333, + "FP": 9486, + "IoU": 0.47147977533625657, + "TN": 105591629, + "TP": 76557, + "n_pred": 86043, + "n_ref": 152890 + }, + "3": { + "Dice": 0.7554585152838428, + "FN": 16798, + "FP": 83330, + "IoU": 0.6070175438596491, + "TN": 105499215, + "TP": 154662, + "n_pred": 237992, + "n_ref": 171460 + }, + "4": { + "Dice": 0.6311946655408341, + "FN": 15438, + "FP": 14263, + "IoU": 0.4611281455812181, + "TN": 105698888, + "TP": 25416, + "n_pred": 39679, + "n_ref": 40854 + }, + "5": { + "Dice": 0.12843633164723994, + "FN": 11489, + "FP": 400, + "IoU": 0.06862514688601645, + "TN": 105741240, + "TP": 876, + "n_pred": 1276, + "n_ref": 12365 + }, + "6": { + "Dice": 0.8556923127537623, + "FN": 54072, + "FP": 445969, + "IoU": 0.7477816694677419, + "TN": 103771433, + "TP": 1482531, + "n_pred": 1928500, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.6415855391024691, + "FN": 84348, + "FP": 121269, + "IoU": 0.4723047034397448, + "TN": 105364354, + "TP": 184034, + "n_pred": 305303, + "n_ref": 268382 + }, + "8": { + "Dice": 0.6821391681949451, + "FN": 7768, + "FP": 67627, + "IoU": 0.5176109280527208, + "TN": 105597710, + "TP": 80900, + "n_pred": 148527, + "n_ref": 88668 + }, + "9": { + "Dice": 0.7463936470433813, + "FN": 17943, + "FP": 20699, + "IoU": 0.5953971478231734, + "TN": 105658499, + "TP": 56864, + "n_pred": 77563, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7841970289658107, + "FN": 87362, + "FP": 3941, + "IoU": 0.6450033826605598, + "TN": 96880686, + "TP": 165891, + "n_pred": 169832, + "n_ref": 253253 + }, + "10": { + "Dice": 0.7229666539753887, + "FN": 14783, + "FP": 60162, + "IoU": 0.5661298165987403, + "TN": 96965144, + "TP": 97791, + "n_pred": 157953, + "n_ref": 112574 + }, + "11": { + "Dice": 0.7297219003476245, + "FN": 1042, + "FP": 824, + "IoU": 0.5744583808437856, + "TN": 97133495, + "TP": 2519, + "n_pred": 3343, + "n_ref": 3561 + }, + "12": { + "Dice": 0.6792575708238359, + "FN": 1389, + "FP": 1566, + "IoU": 0.5142998027613412, + "TN": 97131796, + "TP": 3129, + "n_pred": 4695, + "n_ref": 4518 + }, + "13": { + "Dice": 0.6556350228777043, + "FN": 20379, + "FP": 10629, + "IoU": 0.48769124012820936, + "TN": 97077354, + "TP": 29518, + "n_pred": 40147, + "n_ref": 49897 + }, + "14": { + "Dice": 0.8959311198779047, + "FN": 46674, + "FP": 3922, + "IoU": 0.8114811820244646, + "TN": 96869493, + "TP": 217791, + "n_pred": 221713, + "n_ref": 264465 + }, + "15": { + "Dice": 0.33348586868884966, + "FN": 7068, + "FP": 54106, + "IoU": 0.20010983550825073, + "TN": 97061402, + "TP": 15304, + "n_pred": 69410, + "n_ref": 22372 + }, + "2": { + "Dice": 0.6259779495116558, + "FN": 20106, + "FP": 120781, + "IoU": 0.45558071596389266, + "TN": 96879096, + "TP": 117897, + "n_pred": 238678, + "n_ref": 138003 + }, + "3": { + "Dice": 0.2492610786970397, + "FN": 134133, + "FP": 12424, + "IoU": 0.14237478567708486, + "TN": 96966993, + "TP": 24330, + "n_pred": 36754, + "n_ref": 158463 + }, + "4": { + "Dice": 0.7369138572524071, + "FN": 1550, + "FP": 16976, + "IoU": 0.5834232775679079, + "TN": 97093408, + "TP": 25946, + "n_pred": 42922, + "n_ref": 27496 + }, + "5": { + "Dice": 0.49548215835417836, + "FN": 9780, + "FP": 103, + "IoU": 0.3293295331161781, + "TN": 97123144, + "TP": 4853, + "n_pred": 4956, + "n_ref": 14633 + }, + "6": { + "Dice": 0.8454505763489655, + "FN": 44144, + "FP": 488246, + "IoU": 0.7322775093294793, + "TN": 95149291, + "TP": 1456199, + "n_pred": 1944445, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.7253989652477644, + "FN": 63498, + "FP": 80921, + "IoU": 0.5691184499852314, + "TN": 96802709, + "TP": 190752, + "n_pred": 271673, + "n_ref": 254250 + }, + "8": { + "Dice": 0.8958391789825687, + "FN": 11523, + "FP": 15576, + "IoU": 0.8113303442129888, + "TN": 96994248, + "TP": 116533, + "n_pred": 132109, + "n_ref": 128056 + }, + "9": { + "Dice": 0.6886830923847985, + "FN": 16227, + "FP": 31105, + "IoU": 0.5251843306415208, + "TN": 97038195, + "TP": 52353, + "n_pred": 83458, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7903307835753806, + "FN": 19664, + "FP": 61964, + "IoU": 0.6533445448098083, + "TN": 130531319, + "TP": 153845, + "n_pred": 215809, + "n_ref": 173509 + }, + "10": { + "Dice": 0.639327412495307, + "FN": 25310, + "FP": 33291, + "IoU": 0.46986131591564967, + "TN": 130656253, + "TP": 51938, + "n_pred": 85229, + "n_ref": 77248 + }, + "11": { + "Dice": 0.6681325124596892, + "FN": 1770, + "FP": 494, + "IoU": 0.5016508914814, + "TN": 130762249, + "TP": 2279, + "n_pred": 2773, + "n_ref": 4049 + }, + "12": { + "Dice": 0.7580836295920095, + "FN": 1089, + "FP": 340, + "IoU": 0.6104143947655398, + "TN": 130763124, + "TP": 2239, + "n_pred": 2579, + "n_ref": 3328 + }, + "13": { + "Dice": 0.3922547734090133, + "FN": 39529, + "FP": 28141, + "IoU": 0.24397819189346204, + "TN": 130677284, + "TP": 21838, + "n_pred": 49979, + "n_ref": 61367 + }, + "14": { + "Dice": 0.9311054668448622, + "FN": 12425, + "FP": 9329, + "IoU": 0.8710919908032899, + "TN": 130598036, + "TP": 147002, + "n_pred": 156331, + "n_ref": 159427 + }, + "15": { + "Dice": 0.6666002759955044, + "FN": 5362, + "FP": 18073, + "IoU": 0.49992531421377207, + "TN": 130719929, + "TP": 23428, + "n_pred": 41501, + "n_ref": 28790 + }, + "2": { + "Dice": 0.09126477209584749, + "FN": 158365, + "FP": 272, + "IoU": 0.047814265049248815, + "TN": 130600189, + "TP": 7966, + "n_pred": 8238, + "n_ref": 166331 + }, + "3": { + "Dice": 0.6114742361796405, + "FN": 8043, + "FP": 192751, + "IoU": 0.44037658652961803, + "TN": 130407990, + "TP": 158008, + "n_pred": 350759, + "n_ref": 166051 + }, + "4": { + "Dice": 0.694526555768079, + "FN": 11962, + "FP": 3849, + "IoU": 0.5320112475950866, + "TN": 130733007, + "TP": 17974, + "n_pred": 21823, + "n_ref": 29936 + }, + "5": { + "Dice": 0.35068663572419734, + "FN": 23980, + "FP": 3160, + "IoU": 0.21262583770924598, + "TN": 130732323, + "TP": 7329, + "n_pred": 10489, + "n_ref": 31309 + }, + "6": { + "Dice": 0.9102764734577928, + "FN": 143806, + "FP": 91435, + "IoU": 0.8353279077548997, + "TN": 129338250, + "TP": 1193301, + "n_pred": 1284736, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.6961058882006168, + "FN": 185066, + "FP": 42372, + "IoU": 0.5338668852794999, + "TN": 130278867, + "TP": 260487, + "n_pred": 302859, + "n_ref": 445553 + }, + "8": { + "Dice": 0.7397854714181054, + "FN": 72694, + "FP": 38122, + "IoU": 0.5870313781024074, + "TN": 130498452, + "TP": 157524, + "n_pred": 195646, + "n_ref": 230218 + }, + "9": { + "Dice": 0.5511001411398921, + "FN": 61616, + "FP": 4221, + "IoU": 0.3803576470588235, + "TN": 130660542, + "TP": 40413, + "n_pred": 44634, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.43927826674368287, + "FN": 88671, + "FP": 197698, + "IoU": 0.2814584159260505, + "TN": 71837466, + "TP": 112173, + "n_pred": 309871, + "n_ref": 200844 + }, + "10": { + "Dice": 0.25086641757944356, + "FN": 45978, + "FP": 53671, + "IoU": 0.1434232468581842, + "TN": 72119674, + "TP": 16685, + "n_pred": 70356, + "n_ref": 62663 + }, + "11": { + "Dice": 0.00815418828762046, + "FN": 2676, + "FP": 0, + "IoU": 0.004093784890212133, + "TN": 72233321, + "TP": 11, + "n_pred": 11, + "n_ref": 2687 + }, + "12": { + "Dice": 0.5826645264847512, + "FN": 2256, + "FP": 344, + "IoU": 0.4110985277463194, + "TN": 72231593, + "TP": 1815, + "n_pred": 2159, + "n_ref": 4071 + }, + "13": { + "Dice": 0.331289383108287, + "FN": 54797, + "FP": 8346, + "IoU": 0.19853015840779853, + "TN": 72157224, + "TP": 15641, + "n_pred": 23987, + "n_ref": 70438 + }, + "14": { + "Dice": 0.41366195791761334, + "FN": 23595, + "FP": 118857, + "IoU": 0.2607653267739826, + "TN": 72043306, + "TP": 50250, + "n_pred": 169107, + "n_ref": 73845 + }, + "15": { + "Dice": 0.7163379209741866, + "FN": 5727, + "FP": 12163, + "IoU": 0.5580424417599249, + "TN": 72195529, + "TP": 22589, + "n_pred": 34752, + "n_ref": 28316 + }, + "2": { + "Dice": 0.350562134267152, + "FN": 96862, + "FP": 15896, + "IoU": 0.2125343073237843, + "TN": 72092817, + "TP": 30433, + "n_pred": 46329, + "n_ref": 127295 + }, + "3": { + "Dice": 0.6769701769251548, + "FN": 21641, + "FP": 118270, + "IoU": 0.5116817210906197, + "TN": 71949492, + "TP": 146605, + "n_pred": 264875, + "n_ref": 168246 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 94811, + "IoU": 0.0, + "TN": 72141197, + "TP": 0, + "n_pred": 94811, + "n_ref": 0 + }, + "5": { + "Dice": 0.7810548444939096, + "FN": 1911, + "FP": 1630, + "IoU": 0.6407629096073856, + "TN": 72226151, + "TP": 6316, + "n_pred": 7946, + "n_ref": 8227 + }, + "6": { + "Dice": 0.6189085191689466, + "FN": 308451, + "FP": 1173464, + "IoU": 0.4481299955572289, + "TN": 69550747, + "TP": 1203346, + "n_pred": 2376810, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.10618290693547111, + "FN": 310393, + "FP": 175612, + "IoU": 0.05606819545790904, + "TN": 71721135, + "TP": 28868, + "n_pred": 204480, + "n_ref": 339261 + }, + "8": { + "Dice": 0.8705421934682619, + "FN": 7297, + "FP": 10632, + "IoU": 0.7707611461303397, + "TN": 72157797, + "TP": 60282, + "n_pred": 70914, + "n_ref": 67579 + }, + "9": { + "Dice": 0.4686599568462951, + "FN": 32135, + "FP": 7512, + "IoU": 0.3060456486732479, + "TN": 72178876, + "TP": 17485, + "n_pred": 24997, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.589794672777733, + "FN": 37776, + "FP": 33466, + "IoU": 0.41823319015499194, + "TN": 52430662, + "TP": 51216, + "n_pred": 84682, + "n_ref": 88992 + }, + "10": { + "Dice": 0.22723586930598616, + "FN": 40038, + "FP": 8565, + "IoU": 0.12818167142011516, + "TN": 52497371, + "TP": 7146, + "n_pred": 15711, + "n_ref": 47184 + }, + "11": { + "Dice": 0.0, + "FN": 2042, + "FP": 0, + "IoU": 0.0, + "TN": 52551078, + "TP": 0, + "n_pred": 0, + "n_ref": 2042 + }, + "12": { + "Dice": 0.0, + "FN": 4066, + "FP": 0, + "IoU": 0.0, + "TN": 52549054, + "TP": 0, + "n_pred": 0, + "n_ref": 4066 + }, + "13": { + "Dice": 0.025561043237154493, + "FN": 21320, + "FP": 1172, + "IoU": 0.012945977969895116, + "TN": 52530333, + "TP": 295, + "n_pred": 1467, + "n_ref": 21615 + }, + "14": { + "Dice": 0.26728001887237557, + "FN": 46773, + "FP": 2923, + "IoU": 0.15425459496255955, + "TN": 52494360, + "TP": 9064, + "n_pred": 11987, + "n_ref": 55837 + }, + "15": { + "Dice": 0.00866399927800006, + "FN": 25125, + "FP": 7828, + "IoU": 0.004350847508837659, + "TN": 52520023, + "TP": 144, + "n_pred": 7972, + "n_ref": 25269 + }, + "2": { + "Dice": 0.0, + "FN": 135076, + "FP": 0, + "IoU": 0.0, + "TN": 52418044, + "TP": 0, + "n_pred": 0, + "n_ref": 135076 + }, + "3": { + "Dice": 0.6441907634699396, + "FN": 19228, + "FP": 117602, + "IoU": 0.47513377701912196, + "TN": 52292425, + "TP": 123865, + "n_pred": 241467, + "n_ref": 143093 + }, + "4": { + "Dice": 0.0, + "FN": 1880, + "FP": 0, + "IoU": 0.0, + "TN": 52551240, + "TP": 0, + "n_pred": 0, + "n_ref": 1880 + }, + "5": { + "Dice": 0.6047135466564476, + "FN": 3126, + "FP": 1000, + "IoU": 0.4333974182916781, + "TN": 52545838, + "TP": 3156, + "n_pred": 4156, + "n_ref": 6282 + }, + "6": { + "Dice": 0.7959721914404694, + "FN": 90445, + "FP": 259377, + "IoU": 0.6610912021980215, + "TN": 51520919, + "TP": 682379, + "n_pred": 941756, + "n_ref": 772824 + }, + "7": { + "Dice": 0.2193121413736051, + "FN": 168144, + "FP": 9272, + "IoU": 0.12316147398386841, + "TN": 52350784, + "TP": 24920, + "n_pred": 34192, + "n_ref": 193064 + }, + "8": { + "Dice": 0.6243731074003132, + "FN": 20253, + "FP": 27008, + "IoU": 0.45388259764270855, + "TN": 52466580, + "TP": 39279, + "n_pred": 66287, + "n_ref": 59532 + }, + "9": { + "Dice": 0.5371333943434872, + "FN": 47276, + "FP": 5831, + "IoU": 0.36717865611706246, + "TN": 52469199, + "TP": 30814, + "n_pred": 36645, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7798982719913694, + "FN": 87413, + "FP": 28471, + "IoU": 0.6392075792436324, + "TN": 143816057, + "TP": 205309, + "n_pred": 233780, + "n_ref": 292722 + }, + "10": { + "Dice": 0.32278271576436185, + "FN": 77307, + "FP": 10694, + "IoU": 0.1924513411579015, + "TN": 144028277, + "TP": 20972, + "n_pred": 31666, + "n_ref": 98279 + }, + "11": { + "Dice": 0.5460902733630006, + "FN": 4042, + "FP": 242, + "IoU": 0.37560122431132487, + "TN": 144130389, + "TP": 2577, + "n_pred": 2819, + "n_ref": 6619 + }, + "12": { + "Dice": 0.6117670403809902, + "FN": 2563, + "FP": 1350, + "IoU": 0.44068038879359633, + "TN": 144130254, + "TP": 3083, + "n_pred": 4433, + "n_ref": 5646 + }, + "13": { + "Dice": 0.41615430486726573, + "FN": 73944, + "FP": 11235, + "IoU": 0.2627492729538845, + "TN": 144021714, + "TP": 30357, + "n_pred": 41592, + "n_ref": 104301 + }, + "14": { + "Dice": 0.7352589963870912, + "FN": 169341, + "FP": 4031, + "IoU": 0.5813514342357222, + "TN": 143723127, + "TP": 240751, + "n_pred": 244782, + "n_ref": 410092 + }, + "15": { + "Dice": 0.5790351896546587, + "FN": 3233, + "FP": 25023, + "IoU": 0.40749439074000293, + "TN": 144089561, + "TP": 19433, + "n_pred": 44456, + "n_ref": 22666 + }, + "2": { + "Dice": 0.4864841757270901, + "FN": 86827, + "FP": 21284, + "IoU": 0.32142655393827557, + "TN": 143977929, + "TP": 51210, + "n_pred": 72494, + "n_ref": 138037 + }, + "3": { + "Dice": 0.6990668071737203, + "FN": 31903, + "FP": 90606, + "IoU": 0.5373579604460674, + "TN": 143872447, + "TP": 142294, + "n_pred": 232900, + "n_ref": 174197 + }, + "4": { + "Dice": 0.7989759863901067, + "FN": 2327, + "FP": 22251, + "IoU": 0.6652456381689162, + "TN": 144063829, + "TP": 48843, + "n_pred": 71094, + "n_ref": 51170 + }, + "5": { + "Dice": 0.4761473429951691, + "FN": 21093, + "FP": 3197, + "IoU": 0.31246284921735684, + "TN": 144101921, + "TP": 11039, + "n_pred": 14236, + "n_ref": 32132 + }, + "6": { + "Dice": 0.7763504208063572, + "FN": 84032, + "FP": 650312, + "IoU": 0.6344548586515711, + "TN": 142128349, + "TP": 1274557, + "n_pred": 1924869, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.6051716121648526, + "FN": 122155, + "FP": 43438, + "IoU": 0.43386814997658113, + "TN": 143844751, + "TP": 126906, + "n_pred": 170344, + "n_ref": 249061 + }, + "8": { + "Dice": 0.6752282997107258, + "FN": 86263, + "FP": 51157, + "IoU": 0.509694085073892, + "TN": 143856976, + "TP": 142854, + "n_pred": 194011, + "n_ref": 229117 + }, + "9": { + "Dice": 0.6848696729654379, + "FN": 40294, + "FP": 9553, + "IoU": 0.520761827848442, + "TN": 144033237, + "TP": 54166, + "n_pred": 63719, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8112212556477173, + "FN": 33568, + "FP": 50414, + "IoU": 0.6823988563908239, + "TN": 111514494, + "TP": 180444, + "n_pred": 230858, + "n_ref": 214012 + }, + "10": { + "Dice": 0.4697874805401687, + "FN": 26538, + "FP": 17397, + "IoU": 0.30700799697156106, + "TN": 111715521, + "TP": 19464, + "n_pred": 36861, + "n_ref": 46002 + }, + "11": { + "Dice": 0.5725776965265083, + "FN": 2229, + "FP": 109, + "IoU": 0.4011270491803279, + "TN": 111775016, + "TP": 1566, + "n_pred": 1675, + "n_ref": 3795 + }, + "12": { + "Dice": 0.5255474452554745, + "FN": 2716, + "FP": 794, + "IoU": 0.3564356435643564, + "TN": 111773466, + "TP": 1944, + "n_pred": 2738, + "n_ref": 4660 + }, + "13": { + "Dice": 0.4406956392209437, + "FN": 35192, + "FP": 9865, + "IoU": 0.282623232709209, + "TN": 111716112, + "TP": 17751, + "n_pred": 27616, + "n_ref": 52943 + }, + "14": { + "Dice": 0.702259042852573, + "FN": 5260, + "FP": 68271, + "IoU": 0.541139615718235, + "TN": 111618673, + "TP": 86716, + "n_pred": 154987, + "n_ref": 91976 + }, + "15": { + "Dice": 0.2312330682513327, + "FN": 4117, + "FP": 39868, + "IoU": 0.13073122529644268, + "TN": 111728320, + "TP": 6615, + "n_pred": 46483, + "n_ref": 10732 + }, + "2": { + "Dice": 0.0016590357202439432, + "FN": 206130, + "FP": 9300, + "IoU": 0.0008302065312672476, + "TN": 111563311, + "TP": 179, + "n_pred": 9479, + "n_ref": 206309 + }, + "3": { + "Dice": 0.2832883581057299, + "FN": 17563, + "FP": 214567, + "IoU": 0.1650180211937872, + "TN": 111500914, + "TP": 45876, + "n_pred": 260443, + "n_ref": 63439 + }, + "4": { + "Dice": 0.8057857955468877, + "FN": 1326, + "FP": 7039, + "IoU": 0.6747414262384323, + "TN": 111753202, + "TP": 17353, + "n_pred": 24392, + "n_ref": 18679 + }, + "5": { + "Dice": 0.009323658784164818, + "FN": 26292, + "FP": 59, + "IoU": 0.004683663833805477, + "TN": 111752445, + "TP": 124, + "n_pred": 183, + "n_ref": 26416 + }, + "6": { + "Dice": 0.8587384416644003, + "FN": 224335, + "FP": 108093, + "IoU": 0.7524466546623833, + "TN": 110436066, + "TP": 1010426, + "n_pred": 1118519, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.45755197837889094, + "FN": 161192, + "FP": 21856, + "IoU": 0.296640127878024, + "TN": 111518672, + "TP": 77200, + "n_pred": 99056, + "n_ref": 238392 + }, + "8": { + "Dice": 0.6672314218764972, + "FN": 124051, + "FP": 28755, + "IoU": 0.5006356188378469, + "TN": 111472919, + "TP": 153195, + "n_pred": 181950, + "n_ref": 277246 + }, + "9": { + "Dice": 0.676842675504286, + "FN": 37859, + "FP": 2705, + "IoU": 0.5115360531766292, + "TN": 111695876, + "TP": 42480, + "n_pred": 45185, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.685403526225921, + "FN": 42774, + "FP": 69799, + "IoU": 0.5213794041742665, + "TN": 198852672, + "TP": 122630, + "n_pred": 192429, + "n_ref": 165404 + }, + "10": { + "Dice": 0.643732688570248, + "FN": 21061, + "FP": 25501, + "IoU": 0.4746355553549668, + "TN": 198999247, + "TP": 42066, + "n_pred": 67567, + "n_ref": 63127 + }, + "11": { + "Dice": 0.7085259373394966, + "FN": 1676, + "FP": 594, + "IoU": 0.5486180155100417, + "TN": 199082846, + "TP": 2759, + "n_pred": 3353, + "n_ref": 4435 + }, + "12": { + "Dice": 0.34049387673158, + "FN": 2487, + "FP": 798, + "IoU": 0.20517783692233243, + "TN": 199083742, + "TP": 848, + "n_pred": 1646, + "n_ref": 3335 + }, + "13": { + "Dice": 0.02900775481036445, + "FN": 35046, + "FP": 1641, + "IoU": 0.014717335839935545, + "TN": 199050640, + "TP": 548, + "n_pred": 2189, + "n_ref": 35594 + }, + "14": { + "Dice": 0.7312026685899747, + "FN": 14506, + "FP": 9346, + "IoU": 0.5762958752264895, + "TN": 199031581, + "TP": 32442, + "n_pred": 41788, + "n_ref": 46948 + }, + "15": { + "Dice": 0.5695380185314317, + "FN": 81801, + "FP": 4006, + "IoU": 0.39814970681480233, + "TN": 198945303, + "TP": 56765, + "n_pred": 60771, + "n_ref": 138566 + }, + "2": { + "Dice": 0.00010801552337378772, + "FN": 129571, + "FP": 26, + "IoU": 5.40106786827567e-05, + "TN": 198958271, + "TP": 7, + "n_pred": 33, + "n_ref": 129578 + }, + "3": { + "Dice": 0.6302163305490547, + "FN": 7285, + "FP": 147086, + "IoU": 0.46008456999758673, + "TN": 198801958, + "TP": 131546, + "n_pred": 278632, + "n_ref": 138831 + }, + "4": { + "Dice": 0.5073691395947749, + "FN": 8944, + "FP": 6933, + "IoU": 0.3399160187918347, + "TN": 199063822, + "TP": 8176, + "n_pred": 15109, + "n_ref": 17120 + }, + "5": { + "Dice": 0.39755823744035923, + "FN": 14402, + "FP": 2770, + "IoU": 0.24809527979682985, + "TN": 199065037, + "TP": 5666, + "n_pred": 8436, + "n_ref": 20068 + }, + "6": { + "Dice": 0.8133651904226382, + "FN": 109911, + "FP": 369705, + "IoU": 0.6854385054761125, + "TN": 197563162, + "TP": 1045097, + "n_pred": 1414802, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.5763840251214125, + "FN": 81287, + "FP": 28793, + "IoU": 0.4048732490309187, + "TN": 198902906, + "TP": 74889, + "n_pred": 103682, + "n_ref": 156176 + }, + "8": { + "Dice": 0.7428769351243901, + "FN": 44360, + "FP": 6862, + "IoU": 0.590934138335849, + "TN": 198962658, + "TP": 73995, + "n_pred": 80857, + "n_ref": 118355 + }, + "9": { + "Dice": 0.7991172325773086, + "FN": 28264, + "FP": 9511, + "IoU": 0.6654415020813037, + "TN": 198974965, + "TP": 75135, + "n_pred": 84646, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7652028239798971, + "FN": 56479, + "FP": 22009, + "IoU": 0.6196992014884875, + "TN": 130868808, + "TP": 127896, + "n_pred": 149905, + "n_ref": 184375 + }, + "10": { + "Dice": 0.5486031010442292, + "FN": 28976, + "FP": 59468, + "IoU": 0.3779828256756852, + "TN": 130933003, + "TP": 53745, + "n_pred": 113213, + "n_ref": 82721 + }, + "11": { + "Dice": 0.6700092360469719, + "FN": 1532, + "FP": 969, + "IoU": 0.5037698412698413, + "TN": 131070152, + "TP": 2539, + "n_pred": 3508, + "n_ref": 4071 + }, + "12": { + "Dice": 0.6794051019403132, + "FN": 1186, + "FP": 2069, + "IoU": 0.5144689737470167, + "TN": 131068488, + "TP": 3449, + "n_pred": 5518, + "n_ref": 4635 + }, + "13": { + "Dice": 0.2096211138120739, + "FN": 78689, + "FP": 7799, + "IoU": 0.11708198495258124, + "TN": 130977235, + "TP": 11469, + "n_pred": 19268, + "n_ref": 90158 + }, + "14": { + "Dice": 0.32390077611742707, + "FN": 17467, + "FP": 145957, + "IoU": 0.19324677889124747, + "TN": 130872622, + "TP": 39146, + "n_pred": 185103, + "n_ref": 56613 + }, + "15": { + "Dice": 0.42000604107933953, + "FN": 2550, + "FP": 66576, + "IoU": 0.2658276246614625, + "TN": 130981037, + "TP": 25029, + "n_pred": 91605, + "n_ref": 27579 + }, + "2": { + "Dice": 0.5608165535998516, + "FN": 87674, + "FP": 26006, + "IoU": 0.3896769067227883, + "TN": 130888930, + "TP": 72582, + "n_pred": 98588, + "n_ref": 160256 + }, + "3": { + "Dice": 0.7760833645019104, + "FN": 26148, + "FP": 68442, + "IoU": 0.6340982236801387, + "TN": 130816680, + "TP": 163922, + "n_pred": 232364, + "n_ref": 190070 + }, + "4": { + "Dice": 0.5130726325718739, + "FN": 23039, + "FP": 71943, + "IoU": 0.34505561186846223, + "TN": 130930169, + "TP": 50041, + "n_pred": 121984, + "n_ref": 73080 + }, + "5": { + "Dice": 0.4369602763385147, + "FN": 10145, + "FP": 1591, + "IoU": 0.2795580110497238, + "TN": 131058902, + "TP": 4554, + "n_pred": 6145, + "n_ref": 14699 + }, + "6": { + "Dice": 0.7201509093882816, + "FN": 56764, + "FP": 1040013, + "IoU": 0.562684237283067, + "TN": 128567217, + "TP": 1411198, + "n_pred": 2451211, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.31314030958766426, + "FN": 588369, + "FP": 239889, + "IoU": 0.1856350657778302, + "TN": 130058132, + "TP": 188802, + "n_pred": 428691, + "n_ref": 777171 + }, + "8": { + "Dice": 0.801095582657408, + "FN": 18360, + "FP": 36178, + "IoU": 0.6681896997535972, + "TN": 130910827, + "TP": 109827, + "n_pred": 146005, + "n_ref": 128187 + }, + "9": { + "Dice": 0.5721230834927856, + "FN": 30709, + "FP": 21394, + "IoU": 0.4006809528739202, + "TN": 130988255, + "TP": 34834, + "n_pred": 56228, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.720790850252682, + "FN": 52942, + "FP": 73026, + "IoU": 0.5634659902136094, + "TN": 101328636, + "TP": 162596, + "n_pred": 235622, + "n_ref": 215538 + }, + "10": { + "Dice": 0.41670198776259876, + "FN": 26652, + "FP": 27019, + "IoU": 0.263186073968315, + "TN": 101544358, + "TP": 19171, + "n_pred": 46190, + "n_ref": 45823 + }, + "11": { + "Dice": 0.7879761358421294, + "FN": 1525, + "FP": 323, + "IoU": 0.6501325255585005, + "TN": 101611918, + "TP": 3434, + "n_pred": 3757, + "n_ref": 4959 + }, + "12": { + "Dice": 0.7729578631328294, + "FN": 1757, + "FP": 436, + "IoU": 0.6299358758015525, + "TN": 101611274, + "TP": 3733, + "n_pred": 4169, + "n_ref": 5490 + }, + "13": { + "Dice": 0.4701977027701889, + "FN": 36075, + "FP": 18030, + "IoU": 0.30735847607343114, + "TN": 101539086, + "TP": 24009, + "n_pred": 42039, + "n_ref": 60084 + }, + "14": { + "Dice": 0.9283960302828227, + "FN": 2601, + "FP": 6526, + "IoU": 0.8663611338877826, + "TN": 101548904, + "TP": 59169, + "n_pred": 65695, + "n_ref": 61770 + }, + "15": { + "Dice": 0.46425080060677565, + "FN": 5722, + "FP": 57850, + "IoU": 0.3022959743623513, + "TN": 101526084, + "TP": 27544, + "n_pred": 85394, + "n_ref": 33266 + }, + "2": { + "Dice": 0.009079934615229107, + "FN": 171557, + "FP": 0, + "IoU": 0.004560672612174559, + "TN": 101444857, + "TP": 786, + "n_pred": 786, + "n_ref": 172343 + }, + "3": { + "Dice": 0.6470979102939381, + "FN": 5959, + "FP": 176208, + "IoU": 0.47830357807676227, + "TN": 101268018, + "TP": 167015, + "n_pred": 343223, + "n_ref": 172974 + }, + "4": { + "Dice": 0.320438175604217, + "FN": 1821, + "FP": 59222, + "IoU": 0.19078677006694506, + "TN": 101541765, + "TP": 14392, + "n_pred": 73614, + "n_ref": 16213 + }, + "5": { + "Dice": 0.4735090211376598, + "FN": 19204, + "FP": 5629, + "IoU": 0.31019444444444444, + "TN": 101581200, + "TP": 11167, + "n_pred": 16796, + "n_ref": 30371 + }, + "6": { + "Dice": 0.8097558586279743, + "FN": 194614, + "FP": 434597, + "IoU": 0.6803275315386534, + "TN": 99648901, + "TP": 1339088, + "n_pred": 1773685, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.8839707492184341, + "FN": 69297, + "FP": 24825, + "IoU": 0.7920677245684923, + "TN": 101164543, + "TP": 358535, + "n_pred": 383360, + "n_ref": 427832 + }, + "8": { + "Dice": 0.5368818415836698, + "FN": 134024, + "FP": 34909, + "IoU": 0.36694359816078514, + "TN": 101350347, + "TP": 97920, + "n_pred": 132829, + "n_ref": 231944 + }, + "9": { + "Dice": 0.6296481880094569, + "FN": 36389, + "FP": 16088, + "IoU": 0.4594792246049894, + "TN": 101520114, + "TP": 44609, + "n_pred": 60697, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7244362133411629, + "FN": 83287, + "FP": 14321, + "IoU": 0.5679341330618388, + "TN": 118956302, + "TP": 128302, + "n_pred": 142623, + "n_ref": 211589 + }, + "10": { + "Dice": 0.6518164067871188, + "FN": 21493, + "FP": 41812, + "IoU": 0.48347748041775457, + "TN": 119059652, + "TP": 59255, + "n_pred": 101067, + "n_ref": 80748 + }, + "11": { + "Dice": 0.5695679796696315, + "FN": 2245, + "FP": 465, + "IoU": 0.3981789917832556, + "TN": 119177709, + "TP": 1793, + "n_pred": 2258, + "n_ref": 4038 + }, + "12": { + "Dice": 0.23669309173272934, + "FN": 3508, + "FP": 536, + "IoU": 0.13423249839434812, + "TN": 119177541, + "TP": 627, + "n_pred": 1163, + "n_ref": 4135 + }, + "13": { + "Dice": 0.23199044686066245, + "FN": 23847, + "FP": 37252, + "IoU": 0.1312156070925818, + "TN": 119111885, + "TP": 9228, + "n_pred": 46480, + "n_ref": 33075 + }, + "14": { + "Dice": 0.048020524765594014, + "FN": 63022, + "FP": 49779, + "IoU": 0.02460093734327171, + "TN": 119066566, + "TP": 2845, + "n_pred": 52624, + "n_ref": 65867 + }, + "15": { + "Dice": 0.4291723079700334, + "FN": 8833, + "FP": 22788, + "IoU": 0.27321412154086605, + "TN": 119138704, + "TP": 11887, + "n_pred": 34675, + "n_ref": 20720 + }, + "2": { + "Dice": 0.49223184214174126, + "FN": 127792, + "FP": 7743, + "IoU": 0.3264638794607139, + "TN": 118980983, + "TP": 65694, + "n_pred": 73437, + "n_ref": 193486 + }, + "3": { + "Dice": 0.7274062780920169, + "FN": 26668, + "FP": 100995, + "IoU": 0.5715934831121328, + "TN": 118884217, + "TP": 170332, + "n_pred": 271327, + "n_ref": 197000 + }, + "4": { + "Dice": 0.5157581658375235, + "FN": 24002, + "FP": 12305, + "IoU": 0.3474893066388699, + "TN": 119126570, + "TP": 19335, + "n_pred": 31640, + "n_ref": 43337 + }, + "5": { + "Dice": 0.5446975263286798, + "FN": 11050, + "FP": 104, + "IoU": 0.3742847526085493, + "TN": 119164386, + "TP": 6672, + "n_pred": 6776, + "n_ref": 17722 + }, + "6": { + "Dice": 0.8768599963933966, + "FN": 54044, + "FP": 419177, + "IoU": 0.7807218989419328, + "TN": 117024126, + "TP": 1684865, + "n_pred": 2104042, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.40077905779439504, + "FN": 190005, + "FP": 131812, + "IoU": 0.2506089353992893, + "TN": 118752774, + "TP": 107621, + "n_pred": 239433, + "n_ref": 297626 + }, + "8": { + "Dice": 0.8024039337097068, + "FN": 9465, + "FP": 26340, + "IoU": 0.6700121654501217, + "TN": 119073708, + "TP": 72699, + "n_pred": 99039, + "n_ref": 82164 + }, + "9": { + "Dice": 0.6662086744666987, + "FN": 38488, + "FP": 8642, + "IoU": 0.4994849356966112, + "TN": 119088049, + "TP": 47033, + "n_pred": 55675, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 35240, + "IoU": 0.0, + "TN": 61297240, + "TP": 0, + "n_pred": 35240, + "n_ref": 0 + }, + "10": { + "Dice": 0.5716402829235433, + "FN": 13213, + "FP": 18582, + "IoU": 0.4002075080173552, + "TN": 61279470, + "TP": 21215, + "n_pred": 39797, + "n_ref": 34428 + }, + "11": { + "Dice": 0.7246376811594203, + "FN": 1464, + "FP": 360, + "IoU": 0.5681818181818182, + "TN": 61328256, + "TP": 2400, + "n_pred": 2760, + "n_ref": 3864 + }, + "12": { + "Dice": 0.10669693530079455, + "FN": 4568, + "FP": 154, + "IoU": 0.05635491606714628, + "TN": 61327476, + "TP": 282, + "n_pred": 436, + "n_ref": 4850 + }, + "13": { + "Dice": 0.27971131607545907, + "FN": 42658, + "FP": 9040, + "IoU": 0.16259556822599455, + "TN": 61270744, + "TP": 10038, + "n_pred": 19078, + "n_ref": 52696 + }, + "14": { + "Dice": 0.908677984663779, + "FN": 39914, + "FP": 6449, + "IoU": 0.832639653460879, + "TN": 61055455, + "TP": 230662, + "n_pred": 237111, + "n_ref": 270576 + }, + "15": { + "Dice": 0.7935608243318282, + "FN": 22485, + "FP": 16923, + "IoU": 0.6577711005549235, + "TN": 61217329, + "TP": 75743, + "n_pred": 92666, + "n_ref": 98228 + }, + "2": { + "Dice": 0.43802330993383204, + "FN": 115298, + "FP": 1823, + "IoU": 0.28042883912389027, + "TN": 61169715, + "TP": 45644, + "n_pred": 47467, + "n_ref": 160942 + }, + "3": { + "Dice": 0.6851118632222357, + "FN": 7088, + "FP": 104651, + "IoU": 0.5210419381386736, + "TN": 61099184, + "TP": 121557, + "n_pred": 226208, + "n_ref": 128645 + }, + "4": { + "Dice": 0.5589732597395638, + "FN": 21327, + "FP": 11593, + "IoU": 0.38789929716261945, + "TN": 61278698, + "TP": 20862, + "n_pred": 32455, + "n_ref": 42189 + }, + "5": { + "Dice": 0.4521801543154495, + "FN": 6052, + "FP": 54, + "IoU": 0.2921400417342917, + "TN": 61323854, + "TP": 2520, + "n_pred": 2574, + "n_ref": 8572 + }, + "6": { + "Dice": 0.8489374988719837, + "FN": 30163, + "FP": 388333, + "IoU": 0.737525110964907, + "TN": 59738057, + "TP": 1175927, + "n_pred": 1564260, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.3345929463696696, + "FN": 149197, + "FP": 69680, + "IoU": 0.20090760732657434, + "TN": 61058573, + "TP": 55030, + "n_pred": 124710, + "n_ref": 204227 + }, + "8": { + "Dice": 0.867012819074889, + "FN": 16506, + "FP": 3651, + "IoU": 0.7652450386657971, + "TN": 61246616, + "TP": 65707, + "n_pred": 69358, + "n_ref": 82213 + }, + "9": { + "Dice": 0.7730020867872549, + "FN": 16515, + "FP": 11006, + "IoU": 0.6299946222102716, + "TN": 61258100, + "TP": 46859, + "n_pred": 57865, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.765070650137017, + "FN": 19973, + "FP": 76559, + "IoU": 0.6195258459294878, + "TN": 148853785, + "TP": 157183, + "n_pred": 233742, + "n_ref": 177156 + }, + "10": { + "Dice": 0.616031277526232, + "FN": 32938, + "FP": 16756, + "IoU": 0.44511936398758345, + "TN": 149017942, + "TP": 39864, + "n_pred": 56620, + "n_ref": 72802 + }, + "11": { + "Dice": 0.8097014925373134, + "FN": 651, + "FP": 267, + "IoU": 0.6802507836990596, + "TN": 149104629, + "TP": 1953, + "n_pred": 2220, + "n_ref": 2604 + }, + "12": { + "Dice": 0.32666424154237905, + "FN": 1648, + "FP": 203, + "IoU": 0.19521739130434781, + "TN": 149105200, + "TP": 449, + "n_pred": 652, + "n_ref": 2097 + }, + "13": { + "Dice": 0.0053995802847257674, + "FN": 84129, + "FP": 3550, + "IoU": 0.0027070987408578545, + "TN": 149019583, + "TP": 238, + "n_pred": 3788, + "n_ref": 84367 + }, + "14": { + "Dice": 0.8599184315267063, + "FN": 5565, + "FP": 22943, + "IoU": 0.7542604453102777, + "TN": 148991491, + "TP": 87501, + "n_pred": 110444, + "n_ref": 93066 + }, + "15": { + "Dice": 0.7274372446001167, + "FN": 13121, + "FP": 5555, + "IoU": 0.5716317262259737, + "TN": 149063902, + "TP": 24922, + "n_pred": 30477, + "n_ref": 38043 + }, + "2": { + "Dice": 0.00010444894477552181, + "FN": 156995, + "FP": 15320, + "IoU": 5.2227199925721316e-05, + "TN": 148935176, + "TP": 9, + "n_pred": 15329, + "n_ref": 157004 + }, + "3": { + "Dice": 0.15061273881835419, + "FN": 40981, + "FP": 174506, + "IoU": 0.08143926476606193, + "TN": 148872908, + "TP": 19105, + "n_pred": 193611, + "n_ref": 60086 + }, + "4": { + "Dice": 0.9053317580700484, + "FN": 2078, + "FP": 2890, + "IoU": 0.8270375657138879, + "TN": 149078777, + "TP": 23755, + "n_pred": 26645, + "n_ref": 25833 + }, + "5": { + "Dice": 0.01676421281727008, + "FN": 33431, + "FP": 0, + "IoU": 0.008452960018982086, + "TN": 149073784, + "TP": 285, + "n_pred": 285, + "n_ref": 33716 + }, + "6": { + "Dice": 0.8412341702865342, + "FN": 218507, + "FP": 116507, + "IoU": 0.7259742639240154, + "TN": 147884936, + "TP": 887550, + "n_pred": 1004057, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.4337422924084771, + "FN": 182737, + "FP": 58512, + "IoU": 0.2769290713183174, + "TN": 148773855, + "TP": 92396, + "n_pred": 150908, + "n_ref": 275133 + }, + "8": { + "Dice": 0.6469635898752834, + "FN": 113179, + "FP": 13297, + "IoU": 0.4781568219702596, + "TN": 148865136, + "TP": 115888, + "n_pred": 129185, + "n_ref": 229067 + }, + "9": { + "Dice": 0.6111818301046898, + "FN": 47876, + "FP": 2523, + "IoU": 0.44007332518609044, + "TN": 149017490, + "TP": 39611, + "n_pred": 42134, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.18546034907316455, + "FN": 453458, + "FP": 88039, + "IoU": 0.10220793410517903, + "TN": 100109657, + "TP": 61646, + "n_pred": 149685, + "n_ref": 515104 + }, + "10": { + "Dice": 0.13236280299232386, + "FN": 28306, + "FP": 104957, + "IoU": 0.0708717963019773, + "TN": 100569372, + "TP": 10165, + "n_pred": 115122, + "n_ref": 38471 + }, + "11": { + "Dice": 0.22685615619604196, + "FN": 2627, + "FP": 3194, + "IoU": 0.12794007490636705, + "TN": 100706125, + "TP": 854, + "n_pred": 4048, + "n_ref": 3481 + }, + "12": { + "Dice": 0.3008500677590243, + "FN": 4652, + "FP": 1023, + "IoU": 0.17705916473317865, + "TN": 100705904, + "TP": 1221, + "n_pred": 2244, + "n_ref": 5873 + }, + "13": { + "Dice": 0.011534835573137142, + "FN": 38843, + "FP": 14630, + "IoU": 0.005800873849586316, + "TN": 100659015, + "TP": 312, + "n_pred": 14942, + "n_ref": 39155 + }, + "14": { + "Dice": 0.3962289121379714, + "FN": 97010, + "FP": 76352, + "IoU": 0.24706076517826508, + "TN": 100482553, + "TP": 56885, + "n_pred": 133237, + "n_ref": 153895 + }, + "15": { + "Dice": 0.06621793379996778, + "FN": 91567, + "FP": 12757, + "IoU": 0.03424270757153569, + "TN": 100604777, + "TP": 3699, + "n_pred": 16456, + "n_ref": 95266 + }, + "2": { + "Dice": 0.09065021535915135, + "FN": 221107, + "FP": 20630, + "IoU": 0.047477008188000915, + "TN": 100459014, + "TP": 12049, + "n_pred": 32679, + "n_ref": 233156 + }, + "3": { + "Dice": 0.5746844879919059, + "FN": 40481, + "FP": 231077, + "IoU": 0.4031980871254577, + "TN": 100257778, + "TP": 183464, + "n_pred": 414541, + "n_ref": 223945 + }, + "4": { + "Dice": 0.20862099864310157, + "FN": 45429, + "FP": 47304, + "IoU": 0.11645832539349822, + "TN": 100607844, + "TP": 12223, + "n_pred": 59527, + "n_ref": 57652 + }, + "5": { + "Dice": 0.0, + "FN": 16473, + "FP": 1875, + "IoU": 0.0, + "TN": 100694452, + "TP": 0, + "n_pred": 1875, + "n_ref": 16473 + }, + "6": { + "Dice": 0.45055290890416105, + "FN": 1214804, + "FP": 890730, + "IoU": 0.2907830228559206, + "TN": 97743985, + "TP": 863281, + "n_pred": 1754011, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.32023174707473023, + "FN": 121613, + "FP": 93569, + "IoU": 0.19064043299845412, + "TN": 100446933, + "TP": 50685, + "n_pred": 144254, + "n_ref": 172298 + }, + "8": { + "Dice": 0.8030448593115744, + "FN": 13217, + "FP": 32295, + "IoU": 0.6709063957482194, + "TN": 100574505, + "TP": 92783, + "n_pred": 125078, + "n_ref": 106000 + }, + "9": { + "Dice": 0.6422020203041068, + "FN": 38312, + "FP": 32493, + "IoU": 0.47297317414475837, + "TN": 100578452, + "TP": 63543, + "n_pred": 96036, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.580430001999164, + "FN": 13960, + "FP": 78384, + "IoU": 0.4088773380788385, + "TN": 78794482, + "TP": 63874, + "n_pred": 142258, + "n_ref": 77834 + }, + "10": { + "Dice": 0.37495091648734824, + "FN": 27008, + "FP": 12787, + "IoU": 0.23073205621387563, + "TN": 78898969, + "TP": 11936, + "n_pred": 24723, + "n_ref": 38944 + }, + "11": { + "Dice": 0.25245579567779963, + "FN": 1111, + "FP": 411, + "IoU": 0.14446318156267565, + "TN": 78948921, + "TP": 257, + "n_pred": 668, + "n_ref": 1368 + }, + "12": { + "Dice": 0.15395332636711948, + "FN": 2339, + "FP": 90, + "IoU": 0.08339622641509434, + "TN": 78948050, + "TP": 221, + "n_pred": 311, + "n_ref": 2560 + }, + "13": { + "Dice": 0.0007694237685038053, + "FN": 59382, + "FP": 357, + "IoU": 0.0003848599444463037, + "TN": 78890938, + "TP": 23, + "n_pred": 380, + "n_ref": 59405 + }, + "14": { + "Dice": 0.2882928209804723, + "FN": 18101, + "FP": 27165, + "IoU": 0.16842414667303524, + "TN": 78896266, + "TP": 9168, + "n_pred": 36333, + "n_ref": 27269 + }, + "15": { + "Dice": 0.7005151652756683, + "FN": 14382, + "FP": 23870, + "IoU": 0.5390714432033161, + "TN": 78867711, + "TP": 44737, + "n_pred": 68607, + "n_ref": 59119 + }, + "2": { + "Dice": 0.0, + "FN": 100121, + "FP": 0, + "IoU": 0.0, + "TN": 78850579, + "TP": 0, + "n_pred": 0, + "n_ref": 100121 + }, + "3": { + "Dice": 0.634572377879301, + "FN": 5226, + "FP": 86280, + "IoU": 0.46474259609141483, + "TN": 78779743, + "TP": 79451, + "n_pred": 165731, + "n_ref": 84677 + }, + "4": { + "Dice": 0.8627795376846595, + "FN": 3374, + "FP": 1001, + "IoU": 0.7586739478184125, + "TN": 78932571, + "TP": 13754, + "n_pred": 14755, + "n_ref": 17128 + }, + "5": { + "Dice": 0.056003346813554594, + "FN": 33794, + "FP": 53, + "IoU": 0.0288083555708588, + "TN": 78915849, + "TP": 1004, + "n_pred": 1057, + "n_ref": 34798 + }, + "6": { + "Dice": 0.7660049594339869, + "FN": 224110, + "FP": 70965, + "IoU": 0.6207520567364948, + "TN": 78172647, + "TP": 482978, + "n_pred": 553943, + "n_ref": 707088 + }, + "7": { + "Dice": 0.08348721617747458, + "FN": 687973, + "FP": 39641, + "IoU": 0.04356204502375275, + "TN": 78189946, + "TP": 33140, + "n_pred": 72781, + "n_ref": 721113 + }, + "8": { + "Dice": 0.5359268450036221, + "FN": 209410, + "FP": 1353, + "IoU": 0.366051957974018, + "TN": 78618239, + "TP": 121698, + "n_pred": 123051, + "n_ref": 331108 + }, + "9": { + "Dice": 0.39011898963189756, + "FN": 43032, + "FP": 791, + "IoU": 0.24232784107609054, + "TN": 78892861, + "TP": 14016, + "n_pred": 14807, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6267587579737902, + "FN": 23518, + "FP": 124982, + "IoU": 0.45640834166108435, + "TN": 104731257, + "TP": 124683, + "n_pred": 249665, + "n_ref": 148201 + }, + "10": { + "Dice": 0.3985712034459211, + "FN": 49296, + "FP": 65198, + "IoU": 0.24888474860921592, + "TN": 104852008, + "TP": 37938, + "n_pred": 103136, + "n_ref": 87234 + }, + "11": { + "Dice": 0.7537190082644628, + "FN": 1595, + "FP": 193, + "IoU": 0.6047745358090185, + "TN": 104999916, + "TP": 2736, + "n_pred": 2929, + "n_ref": 4331 + }, + "12": { + "Dice": 0.7308950341956586, + "FN": 1146, + "FP": 1569, + "IoU": 0.5759137769447048, + "TN": 104998038, + "TP": 3687, + "n_pred": 5256, + "n_ref": 4833 + }, + "13": { + "Dice": 0.46835371376811596, + "FN": 52999, + "FP": 3347, + "IoU": 0.305784513029015, + "TN": 104923275, + "TP": 24819, + "n_pred": 28166, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9546924219086077, + "FN": 1284, + "FP": 5246, + "IoU": 0.9133124468988955, + "TN": 104929112, + "TP": 68798, + "n_pred": 74044, + "n_ref": 70082 + }, + "15": { + "Dice": 0.6473371683058081, + "FN": 10406, + "FP": 4798, + "IoU": 0.4785650593319158, + "TN": 104975282, + "TP": 13954, + "n_pred": 18752, + "n_ref": 24360 + }, + "2": { + "Dice": 0.18236368250051, + "FN": 152424, + "FP": 11907, + "IoU": 0.10033012695927339, + "TN": 104821783, + "TP": 18326, + "n_pred": 30233, + "n_ref": 170750 + }, + "3": { + "Dice": 0.6016034661699456, + "FN": 20801, + "FP": 155009, + "IoU": 0.43020949467188674, + "TN": 104695888, + "TP": 132742, + "n_pred": 287751, + "n_ref": 153543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 21085, + "IoU": 0.0, + "TN": 104983355, + "TP": 0, + "n_pred": 21085, + "n_ref": 0 + }, + "5": { + "Dice": 0.2163548295184728, + "FN": 25524, + "FP": 7480, + "IoU": 0.12129925452609158, + "TN": 104966880, + "TP": 4556, + "n_pred": 12036, + "n_ref": 30080 + }, + "6": { + "Dice": 0.7597252266146931, + "FN": 75824, + "FP": 657942, + "IoU": 0.61254589943891, + "TN": 103110626, + "TP": 1160048, + "n_pred": 1817990, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.6777845069857458, + "FN": 52708, + "FP": 115947, + "IoU": 0.5126127401824649, + "TN": 104658401, + "TP": 177384, + "n_pred": 293331, + "n_ref": 230092 + }, + "8": { + "Dice": 0.5787002905590009, + "FN": 206047, + "FP": 27107, + "IoU": 0.40716274457454515, + "TN": 104611155, + "TP": 160131, + "n_pred": 187238, + "n_ref": 366178 + }, + "9": { + "Dice": 0.6280256057914669, + "FN": 46708, + "FP": 8785, + "IoU": 0.45775315373415804, + "TN": 104902101, + "TP": 46846, + "n_pred": 55631, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.45059324714480886, + "FN": 250737, + "FP": 157442, + "IoU": 0.29081662792192675, + "TN": 177100726, + "TP": 167383, + "n_pred": 324825, + "n_ref": 418120 + }, + "10": { + "Dice": 0.16285734813951447, + "FN": 61761, + "FP": 43102, + "IoU": 0.08864708898603374, + "TN": 177561225, + "TP": 10200, + "n_pred": 53302, + "n_ref": 71961 + }, + "11": { + "Dice": 0.6981379491214267, + "FN": 2081, + "FP": 221, + "IoU": 0.5362610797743755, + "TN": 177671324, + "TP": 2662, + "n_pred": 2883, + "n_ref": 4743 + }, + "12": { + "Dice": 0.7131206771962424, + "FN": 1744, + "FP": 1035, + "IoU": 0.5541472806032408, + "TN": 177670055, + "TP": 3454, + "n_pred": 4489, + "n_ref": 5198 + }, + "13": { + "Dice": 0.5264653110047847, + "FN": 45394, + "FP": 11612, + "IoU": 0.35728056823947235, + "TN": 177587593, + "TP": 31689, + "n_pred": 43301, + "n_ref": 77083 + }, + "14": { + "Dice": 0.9262278057162279, + "FN": 2665, + "FP": 9056, + "IoU": 0.8625924666768268, + "TN": 177590987, + "TP": 73580, + "n_pred": 82636, + "n_ref": 76245 + }, + "15": { + "Dice": 0.5202683575836494, + "FN": 4790, + "FP": 29104, + "IoU": 0.3515964264534272, + "TN": 177624015, + "TP": 18379, + "n_pred": 47483, + "n_ref": 23169 + }, + "2": { + "Dice": 0.010244370931597482, + "FN": 213262, + "FP": 63, + "IoU": 0.005148557331331117, + "TN": 177461859, + "TP": 1104, + "n_pred": 1167, + "n_ref": 214366 + }, + "3": { + "Dice": 0.6457141101496896, + "FN": 7386, + "FP": 211709, + "IoU": 0.47679305749915224, + "TN": 177257534, + "TP": 199659, + "n_pred": 411368, + "n_ref": 207045 + }, + "4": { + "Dice": 0.5192459622981149, + "FN": 8472, + "FP": 39601, + "IoU": 0.35066320879595864, + "TN": 177602254, + "TP": 25961, + "n_pred": 65562, + "n_ref": 34433 + }, + "5": { + "Dice": 0.5417723421443198, + "FN": 16762, + "FP": 7629, + "IoU": 0.3715279567121876, + "TN": 177637478, + "TP": 14419, + "n_pred": 22048, + "n_ref": 31181 + }, + "6": { + "Dice": 0.7648642500076273, + "FN": 213613, + "FP": 765184, + "IoU": 0.6192552114310921, + "TN": 175105545, + "TP": 1591946, + "n_pred": 2357130, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.6990995353556316, + "FN": 125647, + "FP": 83137, + "IoU": 0.5373966374489281, + "TN": 177224964, + "TP": 242540, + "n_pred": 325677, + "n_ref": 368187 + }, + "8": { + "Dice": 0.643942596737673, + "FN": 75308, + "FP": 61971, + "IoU": 0.4748638185879977, + "TN": 177414872, + "TP": 124137, + "n_pred": 186108, + "n_ref": 199445 + }, + "9": { + "Dice": 0.6243028842629025, + "FN": 71360, + "FP": 5505, + "IoU": 0.4538083834888331, + "TN": 177535559, + "TP": 63864, + "n_pred": 69369, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7586177186834017, + "FN": 37378, + "FP": 57877, + "IoU": 0.6111072552758033, + "TN": 193760596, + "TP": 149684, + "n_pred": 207561, + "n_ref": 187062 + }, + "10": { + "Dice": 0.8028386083552597, + "FN": 18545, + "FP": 15100, + "IoU": 0.6706185264229632, + "TN": 193903389, + "TP": 68501, + "n_pred": 83601, + "n_ref": 87046 + }, + "11": { + "Dice": 0.38786008230452673, + "FN": 2358, + "FP": 22, + "IoU": 0.24058710912571793, + "TN": 194002401, + "TP": 754, + "n_pred": 776, + "n_ref": 3112 + }, + "12": { + "Dice": 0.3854782786049358, + "FN": 3005, + "FP": 8, + "IoU": 0.23875694795351188, + "TN": 194001577, + "TP": 945, + "n_pred": 953, + "n_ref": 3950 + }, + "13": { + "Dice": 0.4795518934233007, + "FN": 44703, + "FP": 3427, + "IoU": 0.3154016841147019, + "TN": 193935231, + "TP": 22174, + "n_pred": 25601, + "n_ref": 66877 + }, + "14": { + "Dice": 0.8484229359651401, + "FN": 2401, + "FP": 23862, + "IoU": 0.7367487269957099, + "TN": 193905771, + "TP": 73501, + "n_pred": 97363, + "n_ref": 75902 + }, + "15": { + "Dice": 0.773608321862942, + "FN": 3824, + "FP": 6209, + "IoU": 0.6308003679852806, + "TN": 193978360, + "TP": 17142, + "n_pred": 23351, + "n_ref": 20966 + }, + "2": { + "Dice": 0.020084385779855746, + "FN": 137490, + "FP": 0, + "IoU": 0.010144061512321903, + "TN": 193866636, + "TP": 1409, + "n_pred": 1409, + "n_ref": 138899 + }, + "3": { + "Dice": 0.5512520789698985, + "FN": 5457, + "FP": 204728, + "IoU": 0.38050241244035216, + "TN": 193666252, + "TP": 129098, + "n_pred": 333826, + "n_ref": 134555 + }, + "4": { + "Dice": 0.7277010324269303, + "FN": 8518, + "FP": 845, + "IoU": 0.5719575752034378, + "TN": 193983661, + "TP": 12511, + "n_pred": 13356, + "n_ref": 21029 + }, + "5": { + "Dice": 0.15846259797330534, + "FN": 24854, + "FP": 807, + "IoU": 0.08604907931759091, + "TN": 193977458, + "TP": 2416, + "n_pred": 3223, + "n_ref": 27270 + }, + "6": { + "Dice": 0.7743398973263725, + "FN": 191635, + "FP": 504025, + "IoU": 0.6317737647144137, + "TN": 192116316, + "TP": 1193559, + "n_pred": 1697584, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.515804320818077, + "FN": 196173, + "FP": 40007, + "IoU": 0.34753121037408247, + "TN": 193643556, + "TP": 125799, + "n_pred": 165806, + "n_ref": 321972 + }, + "8": { + "Dice": 0.6904208701970015, + "FN": 104563, + "FP": 18152, + "IoU": 0.5272082110081139, + "TN": 193745981, + "TP": 136839, + "n_pred": 154991, + "n_ref": 241402 + }, + "9": { + "Dice": 0.6364498745265311, + "FN": 51117, + "FP": 2920, + "IoU": 0.46675942646812124, + "TN": 193904198, + "TP": 47300, + "n_pred": 50220, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8877717994859777, + "FN": 16526, + "FP": 8233, + "IoU": 0.7981921327616843, + "TN": 99533114, + "TP": 97927, + "n_pred": 106160, + "n_ref": 114453 + }, + "10": { + "Dice": 0.7182509697244471, + "FN": 28911, + "FP": 4647, + "IoU": 0.5603678666876277, + "TN": 99579468, + "TP": 42774, + "n_pred": 47421, + "n_ref": 71685 + }, + "11": { + "Dice": 0.43645699614890887, + "FN": 2622, + "FP": 12, + "IoU": 0.2791461412151067, + "TN": 99652146, + "TP": 1020, + "n_pred": 1032, + "n_ref": 3642 + }, + "12": { + "Dice": 0.5514303104077907, + "FN": 2209, + "FP": 2, + "IoU": 0.380672268907563, + "TN": 99652230, + "TP": 1359, + "n_pred": 1361, + "n_ref": 3568 + }, + "13": { + "Dice": 0.267090339379496, + "FN": 36353, + "FP": 13468, + "IoU": 0.1541282534508226, + "TN": 99596901, + "TP": 9078, + "n_pred": 22546, + "n_ref": 45431 + }, + "14": { + "Dice": 0.3993378326754107, + "FN": 24348, + "FP": 65275, + "IoU": 0.24948289578361177, + "TN": 99536385, + "TP": 29792, + "n_pred": 95067, + "n_ref": 54140 + }, + "15": { + "Dice": 0.49270809447374453, + "FN": 16460, + "FP": 27786, + "IoU": 0.3268829963640789, + "TN": 99590067, + "TP": 21487, + "n_pred": 49273, + "n_ref": 37947 + }, + "2": { + "Dice": 0.4709854739486596, + "FN": 70883, + "FP": 27665, + "IoU": 0.3080320467359936, + "TN": 99513383, + "TP": 43869, + "n_pred": 71534, + "n_ref": 114752 + }, + "3": { + "Dice": 0.6645532784347719, + "FN": 43310, + "FP": 37957, + "IoU": 0.49762620080857534, + "TN": 99494034, + "TP": 80499, + "n_pred": 118456, + "n_ref": 123809 + }, + "4": { + "Dice": 0.5201066277824611, + "FN": 7492, + "FP": 13571, + "IoU": 0.3514487175539613, + "TN": 99623323, + "TP": 11414, + "n_pred": 24985, + "n_ref": 18906 + }, + "5": { + "Dice": 0.6009408467620859, + "FN": 3964, + "FP": 23, + "IoU": 0.42953212190585205, + "TN": 99648811, + "TP": 3002, + "n_pred": 3025, + "n_ref": 6966 + }, + "6": { + "Dice": 0.9528873808604985, + "FN": 45422, + "FP": 83986, + "IoU": 0.9100142271645665, + "TN": 98217706, + "TP": 1308686, + "n_pred": 1392672, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.8193689173104302, + "FN": 26543, + "FP": 35373, + "IoU": 0.694009271248258, + "TN": 99453454, + "TP": 140430, + "n_pred": 175803, + "n_ref": 166973 + }, + "8": { + "Dice": 0.8230629555008333, + "FN": 18198, + "FP": 17369, + "IoU": 0.699326237837198, + "TN": 99537509, + "TP": 82724, + "n_pred": 100093, + "n_ref": 100922 + }, + "9": { + "Dice": 0.7441580326650392, + "FN": 37464, + "FP": 2465, + "IoU": 0.592557066908846, + "TN": 99557801, + "TP": 58070, + "n_pred": 60535, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5468918784980246, + "FN": 228966, + "FP": 132187, + "IoU": 0.37636007287106826, + "TN": 62504415, + "TP": 217952, + "n_pred": 350139, + "n_ref": 446918 + }, + "10": { + "Dice": 0.6714069219741962, + "FN": 29864, + "FP": 10249, + "IoU": 0.5053518139443115, + "TN": 63002426, + "TP": 40981, + "n_pred": 51230, + "n_ref": 70845 + }, + "11": { + "Dice": 0.7026842195247051, + "FN": 1490, + "FP": 249, + "IoU": 0.5416447021613073, + "TN": 63079726, + "TP": 2055, + "n_pred": 2304, + "n_ref": 3545 + }, + "12": { + "Dice": 0.5167464114832536, + "FN": 2206, + "FP": 218, + "IoU": 0.34838709677419355, + "TN": 63079800, + "TP": 1296, + "n_pred": 1514, + "n_ref": 3502 + }, + "13": { + "Dice": 0.19043438430414536, + "FN": 40666, + "FP": 1752, + "IoU": 0.10523762313582383, + "TN": 63036113, + "TP": 4989, + "n_pred": 6741, + "n_ref": 45655 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 2840, + "IoU": 0.0, + "TN": 63080680, + "TP": 0, + "n_pred": 2840, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 63083520, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.2412159329140461, + "FN": 106713, + "FP": 1869, + "IoU": 0.13714925978019882, + "TN": 62957679, + "TP": 17259, + "n_pred": 19128, + "n_ref": 123972 + }, + "3": { + "Dice": 0.6261034339326155, + "FN": 5666, + "FP": 139954, + "IoU": 0.4557136609815992, + "TN": 62815977, + "TP": 121923, + "n_pred": 261877, + "n_ref": 127589 + }, + "4": { + "Dice": 0.25099495887503315, + "FN": 15191, + "FP": 1747, + "IoU": 0.14350728155339806, + "TN": 63063744, + "TP": 2838, + "n_pred": 4585, + "n_ref": 18029 + }, + "5": { + "Dice": 0.0702633543021644, + "FN": 16295, + "FP": 1145, + "IoU": 0.0364108514282557, + "TN": 63065421, + "TP": 659, + "n_pred": 1804, + "n_ref": 16954 + }, + "6": { + "Dice": 0.7585399755145946, + "FN": 264418, + "FP": 286439, + "IoU": 0.6110063639213958, + "TN": 61667412, + "TP": 865251, + "n_pred": 1151690, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.5339288152640536, + "FN": 76498, + "FP": 63445, + "IoU": 0.3641902390709762, + "TN": 62863418, + "TP": 80159, + "n_pred": 143604, + "n_ref": 156657 + }, + "8": { + "Dice": 0.7068182453004106, + "FN": 48696, + "FP": 3785, + "IoU": 0.5465730108948273, + "TN": 62967777, + "TP": 63262, + "n_pred": 67047, + "n_ref": 111958 + }, + "9": { + "Dice": 0.830958936908895, + "FN": 8184, + "FP": 5936, + "IoU": 0.7108038914490528, + "TN": 63034695, + "TP": 34705, + "n_pred": 40641, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4286299020963549, + "FN": 215625, + "FP": 42620, + "IoU": 0.2727746332122441, + "TN": 109253708, + "TP": 96865, + "n_pred": 139485, + "n_ref": 312490 + }, + "10": { + "Dice": 0.3787588656275741, + "FN": 52522, + "FP": 63624, + "IoU": 0.2336227829391892, + "TN": 109457266, + "TP": 35406, + "n_pred": 99030, + "n_ref": 87928 + }, + "11": { + "Dice": 0.7076403326403327, + "FN": 1743, + "FP": 507, + "IoU": 0.547556806756485, + "TN": 109603845, + "TP": 2723, + "n_pred": 3230, + "n_ref": 4466 + }, + "12": { + "Dice": 0.5832337374082295, + "FN": 2373, + "FP": 68, + "IoU": 0.4116654615570017, + "TN": 109604669, + "TP": 1708, + "n_pred": 1776, + "n_ref": 4081 + }, + "13": { + "Dice": 0.264829917599831, + "FN": 65111, + "FP": 21878, + "IoU": 0.1526247601235181, + "TN": 109506161, + "TP": 15668, + "n_pred": 37546, + "n_ref": 80779 + }, + "14": { + "Dice": 0.42747190218065606, + "FN": 46958, + "FP": 86863, + "IoU": 0.2718373698844808, + "TN": 109425039, + "TP": 49958, + "n_pred": 136821, + "n_ref": 96916 + }, + "15": { + "Dice": 0.7824487355711008, + "FN": 26978, + "FP": 15597, + "IoU": 0.6426413067199382, + "TN": 109489680, + "TP": 76563, + "n_pred": 92160, + "n_ref": 103541 + }, + "2": { + "Dice": 0.5789305280754338, + "FN": 125403, + "FP": 3563, + "IoU": 0.40739072896371725, + "TN": 109391194, + "TP": 88658, + "n_pred": 92221, + "n_ref": 214061 + }, + "3": { + "Dice": 0.7875464546597112, + "FN": 27311, + "FP": 90510, + "IoU": 0.6495477354051344, + "TN": 109272621, + "TP": 218376, + "n_pred": 308886, + "n_ref": 245687 + }, + "4": { + "Dice": 0.40660174440863434, + "FN": 21084, + "FP": 64163, + "IoU": 0.25517898176544085, + "TN": 109494365, + "TP": 29206, + "n_pred": 93369, + "n_ref": 50290 + }, + "5": { + "Dice": 0.619982822788434, + "FN": 5138, + "FP": 1499, + "IoU": 0.44925732304373084, + "TN": 109596767, + "TP": 5414, + "n_pred": 6913, + "n_ref": 10552 + }, + "6": { + "Dice": 0.7221038403170601, + "FN": 55418, + "FP": 864393, + "IoU": 0.5650723924987943, + "TN": 107493958, + "TP": 1195049, + "n_pred": 2059442, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.3394504334013112, + "FN": 948374, + "FP": 23015, + "IoU": 0.2044205365676672, + "TN": 108387835, + "TP": 249594, + "n_pred": 272609, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.8463943243897561, + "FN": 9008, + "FP": 20178, + "IoU": 0.7336946603890653, + "TN": 109499222, + "TP": 80410, + "n_pred": 100588, + "n_ref": 89418 + }, + "9": { + "Dice": 0.6940160729800173, + "FN": 16858, + "FP": 16952, + "IoU": 0.5314124152841878, + "TN": 109536665, + "TP": 38343, + "n_pred": 55295, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6837312072594234, + "FN": 6635, + "FP": 41602, + "IoU": 0.51944649225926, + "TN": 66966974, + "TP": 52141, + "n_pred": 93743, + "n_ref": 58776 + }, + "10": { + "Dice": 0.3694915577783929, + "FN": 59440, + "FP": 6619, + "IoU": 0.22661125095123807, + "TN": 66981937, + "TP": 19356, + "n_pred": 25975, + "n_ref": 78796 + }, + "11": { + "Dice": 0.14134897360703813, + "FN": 2885, + "FP": 43, + "IoU": 0.07604922688545282, + "TN": 67064183, + "TP": 241, + "n_pred": 284, + "n_ref": 3126 + }, + "12": { + "Dice": 0.26015254586683156, + "FN": 2680, + "FP": 909, + "IoU": 0.1495260663507109, + "TN": 67063132, + "TP": 631, + "n_pred": 1540, + "n_ref": 3311 + }, + "13": { + "Dice": 0.1943136730875974, + "FN": 33485, + "FP": 5706, + "IoU": 0.10761208643577658, + "TN": 67023435, + "TP": 4726, + "n_pred": 10432, + "n_ref": 38211 + }, + "14": { + "Dice": 0.7458902531813454, + "FN": 22049, + "FP": 14354, + "IoU": 0.5947567627741289, + "TN": 66977522, + "TP": 53427, + "n_pred": 67781, + "n_ref": 75476 + }, + "15": { + "Dice": 0.045991232654628456, + "FN": 29206, + "FP": 60239, + "IoU": 0.023536860951299657, + "TN": 66975751, + "TP": 2156, + "n_pred": 62395, + "n_ref": 31362 + }, + "2": { + "Dice": 1.3694971891070194e-05, + "FN": 146037, + "FP": 0, + "IoU": 6.847532833919939e-06, + "TN": 66921314, + "TP": 1, + "n_pred": 1, + "n_ref": 146038 + }, + "3": { + "Dice": 0.6494928220198914, + "FN": 2792, + "FP": 167286, + "IoU": 0.48092511658568743, + "TN": 66739696, + "TP": 157578, + "n_pred": 324864, + "n_ref": 160370 + }, + "4": { + "Dice": 0.0, + "FN": 13039, + "FP": 2242, + "IoU": 0.0, + "TN": 67052071, + "TP": 0, + "n_pred": 2242, + "n_ref": 13039 + }, + "5": { + "Dice": 0.4343770819453698, + "FN": 6313, + "FP": 479, + "IoU": 0.2774468085106383, + "TN": 67057952, + "TP": 2608, + "n_pred": 3087, + "n_ref": 8921 + }, + "6": { + "Dice": 0.8284803084388906, + "FN": 200129, + "FP": 164132, + "IoU": 0.7071842790238538, + "TN": 65823358, + "TP": 879733, + "n_pred": 1043865, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.06217569485843521, + "FN": 339981, + "FP": 10830, + "IoU": 0.03208531067211125, + "TN": 66704912, + "TP": 11629, + "n_pred": 22459, + "n_ref": 351610 + }, + "8": { + "Dice": 0.8295717972269606, + "FN": 9848, + "FP": 21324, + "IoU": 0.7087763224275491, + "TN": 66960314, + "TP": 75866, + "n_pred": 97190, + "n_ref": 85714 + }, + "9": { + "Dice": 0.5230238678645975, + "FN": 48528, + "FP": 4030, + "IoU": 0.35411802295573525, + "TN": 66985978, + "TP": 28816, + "n_pred": 32846, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5863354458264141, + "FN": 59110, + "FP": 111774, + "IoU": 0.4147627837844317, + "TN": 74227289, + "TP": 121107, + "n_pred": 232881, + "n_ref": 180217 + }, + "10": { + "Dice": 0.6274205373700781, + "FN": 27053, + "FP": 7503, + "IoU": 0.457110538553384, + "TN": 74455628, + "TP": 29096, + "n_pred": 36599, + "n_ref": 56149 + }, + "11": { + "Dice": 0.2550231839258114, + "FN": 2892, + "FP": 0, + "IoU": 0.14614703277236493, + "TN": 74515893, + "TP": 495, + "n_pred": 495, + "n_ref": 3387 + }, + "12": { + "Dice": 0.3680758017492711, + "FN": 1696, + "FP": 38, + "IoU": 0.22554711924966503, + "TN": 74517041, + "TP": 505, + "n_pred": 543, + "n_ref": 2201 + }, + "13": { + "Dice": 0.10920797391555574, + "FN": 40244, + "FP": 2922, + "IoU": 0.05775779271806514, + "TN": 74473468, + "TP": 2646, + "n_pred": 5568, + "n_ref": 42890 + }, + "14": { + "Dice": 0.488687074297346, + "FN": 10078, + "FP": 35639, + "IoU": 0.3233526730211355, + "TN": 74451716, + "TP": 21847, + "n_pred": 57486, + "n_ref": 31925 + }, + "15": { + "Dice": 0.5084838814830065, + "FN": 15540, + "FP": 13109, + "IoU": 0.34091745651973865, + "TN": 74475812, + "TP": 14819, + "n_pred": 27928, + "n_ref": 30359 + }, + "2": { + "Dice": 0.0014608789385225267, + "FN": 140805, + "FP": 0, + "IoU": 0.0007309734010843955, + "TN": 74378372, + "TP": 103, + "n_pred": 103, + "n_ref": 140908 + }, + "3": { + "Dice": 0.5313103179556745, + "FN": 8374, + "FP": 251446, + "IoU": 0.36175805171867437, + "TN": 74112193, + "TP": 147267, + "n_pred": 398713, + "n_ref": 155641 + }, + "4": { + "Dice": 0.0, + "FN": 13278, + "FP": 6326, + "IoU": 0.0, + "TN": 74499676, + "TP": 0, + "n_pred": 6326, + "n_ref": 13278 + }, + "5": { + "Dice": 0.3314456035767511, + "FN": 7930, + "FP": 1042, + "IoU": 0.1986423722758128, + "TN": 74508084, + "TP": 2224, + "n_pred": 3266, + "n_ref": 10154 + }, + "6": { + "Dice": 0.879097694503797, + "FN": 314668, + "FP": 40509, + "IoU": 0.7842768189459977, + "TN": 72872832, + "TP": 1291271, + "n_pred": 1331780, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.40469621058416555, + "FN": 113435, + "FP": 44714, + "IoU": 0.2536797149666124, + "TN": 74307375, + "TP": 53756, + "n_pred": 98470, + "n_ref": 167191 + }, + "8": { + "Dice": 0.885732946298984, + "FN": 3352, + "FP": 12394, + "IoU": 0.7949018535162101, + "TN": 74442507, + "TP": 61027, + "n_pred": 73421, + "n_ref": 64379 + }, + "9": { + "Dice": 0.6092991658904522, + "FN": 49358, + "FP": 6429, + "IoU": 0.4381238228569702, + "TN": 74419993, + "TP": 43500, + "n_pred": 49929, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5628283169087015, + "FN": 162816, + "FP": 23768, + "IoU": 0.39162218650041897, + "TN": 65744489, + "TP": 120107, + "n_pred": 143875, + "n_ref": 282923 + }, + "10": { + "Dice": 0.24188609023107244, + "FN": 67025, + "FP": 36453, + "IoU": 0.13758271798376479, + "TN": 65931194, + "TP": 16508, + "n_pred": 52961, + "n_ref": 83533 + }, + "11": { + "Dice": 0.07763496143958869, + "FN": 3486, + "FP": 102, + "IoU": 0.040385129713827225, + "TN": 66047441, + "TP": 151, + "n_pred": 253, + "n_ref": 3637 + }, + "12": { + "Dice": 0.42732431252728065, + "FN": 2047, + "FP": 577, + "IoU": 0.2717180127671385, + "TN": 66047577, + "TP": 979, + "n_pred": 1556, + "n_ref": 3026 + }, + "13": { + "Dice": 0.6608519929387717, + "FN": 19175, + "FP": 10027, + "IoU": 0.49348689573829635, + "TN": 65993527, + "TP": 28451, + "n_pred": 38478, + "n_ref": 47626 + }, + "14": { + "Dice": 0.7590746811419168, + "FN": 1475, + "FP": 34831, + "IoU": 0.6117005347593583, + "TN": 65957680, + "TP": 57194, + "n_pred": 92025, + "n_ref": 58669 + }, + "15": { + "Dice": 0.8284603321231391, + "FN": 5314, + "FP": 2671, + "IoU": 0.7071551692522097, + "TN": 66023913, + "TP": 19282, + "n_pred": 21953, + "n_ref": 24596 + }, + "2": { + "Dice": 0.5089807051217294, + "FN": 80969, + "FP": 40546, + "IoU": 0.3413642646142172, + "TN": 65866685, + "TP": 62980, + "n_pred": 103526, + "n_ref": 143949 + }, + "3": { + "Dice": 0.4964216942114164, + "FN": 82710, + "FP": 67661, + "IoU": 0.33016018673603936, + "TN": 65826692, + "TP": 74117, + "n_pred": 141778, + "n_ref": 156827 + }, + "4": { + "Dice": 0.7920053672007864, + "FN": 4147, + "FP": 9184, + "IoU": 0.6556364951436248, + "TN": 66012468, + "TP": 25381, + "n_pred": 34565, + "n_ref": 29528 + }, + "5": { + "Dice": 0.7097265401941502, + "FN": 4386, + "FP": 189, + "IoU": 0.5500590086546027, + "TN": 66041012, + "TP": 5593, + "n_pred": 5782, + "n_ref": 9979 + }, + "6": { + "Dice": 0.7352690330753537, + "FN": 39381, + "FP": 669258, + "IoU": 0.5813639835697656, + "TN": 64358447, + "TP": 984094, + "n_pred": 1653352, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.30766340287527355, + "FN": 798040, + "FP": 5283, + "IoU": 0.18179799656758147, + "TN": 65069365, + "TP": 178492, + "n_pred": 183775, + "n_ref": 976532 + }, + "8": { + "Dice": 0.8431080712597709, + "FN": 7091, + "FP": 20527, + "IoU": 0.7287699484409527, + "TN": 65949355, + "TP": 74207, + "n_pred": 94734, + "n_ref": 81298 + }, + "9": { + "Dice": 0.6806573354829254, + "FN": 32932, + "FP": 1930, + "IoU": 0.5159064083871415, + "TN": 65979165, + "TP": 37153, + "n_pred": 39083, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8283350656154672, + "FN": 6607, + "FP": 54338, + "IoU": 0.7069726517424417, + "TN": 113264556, + "TP": 147039, + "n_pred": 201377, + "n_ref": 153646 + }, + "10": { + "Dice": 0.6775578435469777, + "FN": 27064, + "FP": 23858, + "IoU": 0.5123534819581705, + "TN": 113368116, + "TP": 53502, + "n_pred": 77360, + "n_ref": 80566 + }, + "11": { + "Dice": 0.5774891774891775, + "FN": 1896, + "FP": 56, + "IoU": 0.40596469872185026, + "TN": 113469254, + "TP": 1334, + "n_pred": 1390, + "n_ref": 3230 + }, + "12": { + "Dice": 0.7962346125995655, + "FN": 1334, + "FP": 73, + "IoU": 0.6614533205004812, + "TN": 113468384, + "TP": 2749, + "n_pred": 2822, + "n_ref": 4083 + }, + "13": { + "Dice": 0.17313503119726878, + "FN": 68052, + "FP": 16232, + "IoU": 0.09477166301499335, + "TN": 113379432, + "TP": 8824, + "n_pred": 25056, + "n_ref": 76876 + }, + "14": { + "Dice": 0.9073654735816898, + "FN": 40002, + "FP": 5652, + "IoU": 0.8304382221528931, + "TN": 113203293, + "TP": 223593, + "n_pred": 229245, + "n_ref": 263595 + }, + "15": { + "Dice": 0.24588318276769486, + "FN": 3756, + "FP": 107434, + "IoU": 0.14017491899750226, + "TN": 113343223, + "TP": 18127, + "n_pred": 125561, + "n_ref": 21883 + }, + "2": { + "Dice": 0.019757549315964972, + "FN": 125820, + "FP": 0, + "IoU": 0.009977338537076672, + "TN": 113345452, + "TP": 1268, + "n_pred": 1268, + "n_ref": 127088 + }, + "3": { + "Dice": 0.6001100066994601, + "FN": 5195, + "FP": 148208, + "IoU": 0.42868368912658095, + "TN": 113204032, + "TP": 115105, + "n_pred": 263313, + "n_ref": 120300 + }, + "4": { + "Dice": 0.5205465357943906, + "FN": 5795, + "FP": 40805, + "IoU": 0.3518505640012796, + "TN": 113400643, + "TP": 25297, + "n_pred": 66102, + "n_ref": 31092 + }, + "5": { + "Dice": 0.09521975906265472, + "FN": 31095, + "FP": 1801, + "IoU": 0.04998989228059029, + "TN": 113437913, + "TP": 1731, + "n_pred": 3532, + "n_ref": 32826 + }, + "6": { + "Dice": 0.8764666101211447, + "FN": 215681, + "FP": 45897, + "IoU": 0.7800984091942736, + "TN": 112283017, + "TP": 927945, + "n_pred": 973842, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.5667817928759215, + "FN": 119069, + "FP": 32203, + "IoU": 0.39546092148329315, + "TN": 113222313, + "TP": 98955, + "n_pred": 131158, + "n_ref": 218024 + }, + "8": { + "Dice": 0.6377940400279597, + "FN": 102799, + "FP": 24156, + "IoU": 0.4682067607757718, + "TN": 113233810, + "TP": 111775, + "n_pred": 135931, + "n_ref": 214574 + }, + "9": { + "Dice": 0.34349167365520544, + "FN": 83302, + "FP": 4376, + "IoU": 0.20735885729783482, + "TN": 113361925, + "TP": 22937, + "n_pred": 27313, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7615259386066495, + "FN": 13753, + "FP": 57292, + "IoU": 0.6148905030355594, + "TN": 75012248, + "TP": 113435, + "n_pred": 170727, + "n_ref": 127188 + }, + "10": { + "Dice": 0.49113904080774085, + "FN": 62697, + "FP": 14715, + "IoU": 0.32550318027359065, + "TN": 75081958, + "TP": 37358, + "n_pred": 52073, + "n_ref": 100055 + }, + "11": { + "Dice": 0.4955826672275978, + "FN": 2366, + "FP": 32, + "IoU": 0.32941834451901564, + "TN": 75193152, + "TP": 1178, + "n_pred": 1210, + "n_ref": 3544 + }, + "12": { + "Dice": 0.10239471511147812, + "FN": 2920, + "FP": 341, + "IoU": 0.053959965187119235, + "TN": 75193281, + "TP": 186, + "n_pred": 527, + "n_ref": 3106 + }, + "13": { + "Dice": 0.07429040288149971, + "FN": 52589, + "FP": 13976, + "IoU": 0.03857819631405627, + "TN": 75127492, + "TP": 2671, + "n_pred": 16647, + "n_ref": 55260 + }, + "14": { + "Dice": 0.9289207840451429, + "FN": 8275, + "FP": 10821, + "IoU": 0.8672755200622754, + "TN": 75052851, + "TP": 124781, + "n_pred": 135602, + "n_ref": 133056 + }, + "15": { + "Dice": 0.4129252252983681, + "FN": 40753, + "FP": 53250, + "IoU": 0.26018006957233475, + "TN": 75069666, + "TP": 33059, + "n_pred": 86309, + "n_ref": 73812 + }, + "2": { + "Dice": 0.15112321307011573, + "FN": 134213, + "FP": 1710, + "IoU": 0.0817378497790869, + "TN": 75048706, + "TP": 12099, + "n_pred": 13809, + "n_ref": 146312 + }, + "3": { + "Dice": 0.6466352747554174, + "FN": 6070, + "FP": 148520, + "IoU": 0.47779823331700644, + "TN": 74900693, + "TP": 141445, + "n_pred": 289965, + "n_ref": 147515 + }, + "4": { + "Dice": 0.7378317003064903, + "FN": 1732, + "FP": 14777, + "IoU": 0.5845747357825868, + "TN": 75156988, + "TP": 23231, + "n_pred": 38008, + "n_ref": 24963 + }, + "5": { + "Dice": 0.3102288751491485, + "FN": 6271, + "FP": 88, + "IoU": 0.18359224547438696, + "TN": 75188939, + "TP": 1430, + "n_pred": 1518, + "n_ref": 7701 + }, + "6": { + "Dice": 0.8693005630950434, + "FN": 44350, + "FP": 320154, + "IoU": 0.7688166587175141, + "TN": 73620040, + "TP": 1212184, + "n_pred": 1532338, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.6441021318251033, + "FN": 57064, + "FP": 47644, + "IoU": 0.4750373512218111, + "TN": 74997270, + "TP": 94750, + "n_pred": 142394, + "n_ref": 151814 + }, + "8": { + "Dice": 0.795323093780935, + "FN": 20867, + "FP": 12008, + "IoU": 0.6601961817937507, + "TN": 75099981, + "TP": 63872, + "n_pred": 75880, + "n_ref": 84739 + }, + "9": { + "Dice": 0.7500307087581378, + "FN": 28385, + "FP": 4175, + "IoU": 0.6000393081761006, + "TN": 75115320, + "TP": 48848, + "n_pred": 53023, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8134588696291055, + "FN": 66380, + "FP": 2172, + "IoU": 0.6855715733805459, + "TN": 86709851, + "TP": 149469, + "n_pred": 151641, + "n_ref": 215849 + }, + "10": { + "Dice": 0.6095747393374727, + "FN": 24600, + "FP": 32055, + "IoU": 0.4384088498557735, + "TN": 86826989, + "TP": 44228, + "n_pred": 76283, + "n_ref": 68828 + }, + "11": { + "Dice": 0.5828890581365829, + "FN": 1442, + "FP": 201, + "IoU": 0.4113221067717664, + "TN": 86925081, + "TP": 1148, + "n_pred": 1349, + "n_ref": 2590 + }, + "12": { + "Dice": 0.6704662031232189, + "FN": 1974, + "FP": 917, + "IoU": 0.504286694101509, + "TN": 86922040, + "TP": 2941, + "n_pred": 3858, + "n_ref": 4915 + }, + "13": { + "Dice": 0.27194909885014085, + "FN": 45274, + "FP": 8735, + "IoU": 0.1573733150274588, + "TN": 86863776, + "TP": 10087, + "n_pred": 18822, + "n_ref": 55361 + }, + "14": { + "Dice": 0.7845632356651565, + "FN": 11758, + "FP": 27520, + "IoU": 0.6454990162277298, + "TN": 86817074, + "TP": 71520, + "n_pred": 99040, + "n_ref": 83278 + }, + "15": { + "Dice": 0.762185995114145, + "FN": 59538, + "FP": 4809, + "IoU": 0.6157516332063393, + "TN": 86760410, + "TP": 103115, + "n_pred": 107924, + "n_ref": 162653 + }, + "2": { + "Dice": 0.717542654512374, + "FN": 46921, + "FP": 13935, + "IoU": 0.559506058456505, + "TN": 86789718, + "TP": 77298, + "n_pred": 91233, + "n_ref": 124219 + }, + "3": { + "Dice": 0.5789653112268491, + "FN": 84588, + "FP": 40149, + "IoU": 0.4074251781472684, + "TN": 86717372, + "TP": 85763, + "n_pred": 125912, + "n_ref": 170351 + }, + "4": { + "Dice": 0.39973389376918306, + "FN": 3303, + "FP": 36398, + "IoU": 0.24979213907785336, + "TN": 86874952, + "TP": 13219, + "n_pred": 49617, + "n_ref": 16522 + }, + "5": { + "Dice": 0.8048321616001585, + "FN": 1409, + "FP": 562, + "IoU": 0.6734051367025683, + "TN": 86921837, + "TP": 4064, + "n_pred": 4626, + "n_ref": 5473 + }, + "6": { + "Dice": 0.8323077536188032, + "FN": 46537, + "FP": 407911, + "IoU": 0.7127800635811481, + "TN": 85345642, + "TP": 1127782, + "n_pred": 1535693, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.2457932738127006, + "FN": 878136, + "FP": 12153, + "IoU": 0.14011648122392212, + "TN": 85892512, + "TP": 145071, + "n_pred": 157224, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.931716890119766, + "FN": 3588, + "FP": 3858, + "IoU": 0.8721628953061155, + "TN": 86869626, + "TP": 50800, + "n_pred": 54658, + "n_ref": 54388 + }, + "9": { + "Dice": 0.773618834204775, + "FN": 8814, + "FP": 15735, + "IoU": 0.6308143469433792, + "TN": 86861377, + "TP": 41946, + "n_pred": 57681, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.1992238967602202, + "FN": 44311, + "FP": 310625, + "IoU": 0.11063224151064427, + "TN": 37350512, + "TP": 44152, + "n_pred": 354777, + "n_ref": 88463 + }, + "10": { + "Dice": 0.31236897274633124, + "FN": 44940, + "FP": 18036, + "IoU": 0.18509316770186335, + "TN": 37672320, + "TP": 14304, + "n_pred": 32340, + "n_ref": 59244 + }, + "11": { + "Dice": 0.7532290958531611, + "FN": 926, + "FP": 163, + "IoU": 0.604143947655398, + "TN": 37746849, + "TP": 1662, + "n_pred": 1825, + "n_ref": 2588 + }, + "12": { + "Dice": 0.014593698175787729, + "FN": 2895, + "FP": 76, + "IoU": 0.007350484463748747, + "TN": 37746607, + "TP": 22, + "n_pred": 98, + "n_ref": 2917 + }, + "13": { + "Dice": 0.2615783623564283, + "FN": 37825, + "FP": 2035, + "IoU": 0.1504688832054561, + "TN": 37702680, + "TP": 7060, + "n_pred": 9095, + "n_ref": 44885 + }, + "14": { + "Dice": 0.29915206331260596, + "FN": 42062, + "FP": 230694, + "IoU": 0.1758840733847381, + "TN": 37418632, + "TP": 58212, + "n_pred": 288906, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 59921, + "IoU": 0.0, + "TN": 37689679, + "TP": 0, + "n_pred": 59921, + "n_ref": 0 + }, + "2": { + "Dice": 1.995350832560135e-05, + "FN": 100231, + "FP": 0, + "IoU": 9.976853699417352e-06, + "TN": 37649368, + "TP": 1, + "n_pred": 1, + "n_ref": 100232 + }, + "3": { + "Dice": 0.38743534206760616, + "FN": 19116, + "FP": 200916, + "IoU": 0.2402603456312691, + "TN": 37459985, + "TP": 69583, + "n_pred": 270499, + "n_ref": 88699 + }, + "4": { + "Dice": 0.0, + "FN": 11694, + "FP": 3176, + "IoU": 0.0, + "TN": 37734730, + "TP": 0, + "n_pred": 3176, + "n_ref": 11694 + }, + "5": { + "Dice": 0.6567374073127078, + "FN": 4912, + "FP": 458, + "IoU": 0.4889121538022271, + "TN": 37739093, + "TP": 5137, + "n_pred": 5595, + "n_ref": 10049 + }, + "6": { + "Dice": 0.5738449144935208, + "FN": 430873, + "FP": 32006, + "IoU": 0.40237202834762376, + "TN": 36975073, + "TP": 311648, + "n_pred": 343654, + "n_ref": 742521 + }, + "7": { + "Dice": 0.5821918356563578, + "FN": 199847, + "FP": 8905, + "IoU": 0.41062807388041583, + "TN": 37395406, + "TP": 145442, + "n_pred": 154347, + "n_ref": 345289 + }, + "8": { + "Dice": 0.8678905186753365, + "FN": 6344, + "FP": 15497, + "IoU": 0.766613594349401, + "TN": 37656017, + "TP": 71742, + "n_pred": 87239, + "n_ref": 78086 + }, + "9": { + "Dice": 0.7585435025915744, + "FN": 19867, + "FP": 2354, + "IoU": 0.6110109409190372, + "TN": 37692475, + "TP": 34904, + "n_pred": 37258, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7040716393453116, + "FN": 88030, + "FP": 4434, + "IoU": 0.5432951856919178, + "TN": 75704229, + "TP": 109995, + "n_pred": 114429, + "n_ref": 198025 + }, + "10": { + "Dice": 0.7690929409917523, + "FN": 30839, + "FP": 19163, + "IoU": 0.6248180440295932, + "TN": 75773414, + "TP": 83272, + "n_pred": 102435, + "n_ref": 114111 + }, + "11": { + "Dice": 0.7634815515610217, + "FN": 1114, + "FP": 886, + "IoU": 0.6174445294567712, + "TN": 75901460, + "TP": 3228, + "n_pred": 4114, + "n_ref": 4342 + }, + "12": { + "Dice": 0.3969760334566511, + "FN": 3350, + "FP": 399, + "IoU": 0.2476419827413205, + "TN": 75901705, + "TP": 1234, + "n_pred": 1633, + "n_ref": 4584 + }, + "13": { + "Dice": 0.4088102993640453, + "FN": 28323, + "FP": 9791, + "IoU": 0.2569211572954847, + "TN": 75855396, + "TP": 13178, + "n_pred": 22969, + "n_ref": 41501 + }, + "14": { + "Dice": 0.8386554087247872, + "FN": 5035, + "FP": 40616, + "IoU": 0.7221417441690607, + "TN": 75742392, + "TP": 118645, + "n_pred": 159261, + "n_ref": 123680 + }, + "15": { + "Dice": 0.6481970792525671, + "FN": 84849, + "FP": 26326, + "IoU": 0.4795056064046443, + "TN": 75693093, + "TP": 102420, + "n_pred": 128746, + "n_ref": 187269 + }, + "2": { + "Dice": 0.6816703778772559, + "FN": 59699, + "FP": 64532, + "IoU": 0.517071274465976, + "TN": 75649443, + "TP": 133014, + "n_pred": 197546, + "n_ref": 192713 + }, + "3": { + "Dice": 0.5973699849006519, + "FN": 122064, + "FP": 52061, + "IoU": 0.42589277177156387, + "TN": 75603391, + "TP": 129172, + "n_pred": 181233, + "n_ref": 251236 + }, + "4": { + "Dice": 0.6903675234206101, + "FN": 1437, + "FP": 24343, + "IoU": 0.5271460014673515, + "TN": 75852168, + "TP": 28740, + "n_pred": 53083, + "n_ref": 30177 + }, + "5": { + "Dice": 0.8330262141116329, + "FN": 2622, + "FP": 187, + "IoU": 0.7138345558272209, + "TN": 75896872, + "TP": 7007, + "n_pred": 7194, + "n_ref": 9629 + }, + "6": { + "Dice": 0.9223793588620111, + "FN": 87046, + "FP": 185592, + "IoU": 0.8559406934595835, + "TN": 74014148, + "TP": 1619902, + "n_pred": 1805494, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.7641764726974372, + "FN": 92581, + "FP": 19226, + "IoU": 0.618354041507373, + "TN": 75613728, + "TP": 181153, + "n_pred": 200379, + "n_ref": 273734 + }, + "8": { + "Dice": 0.8943672214257516, + "FN": 5657, + "FP": 14679, + "IoU": 0.8089188732076749, + "TN": 75800262, + "TP": 86090, + "n_pred": 100769, + "n_ref": 91747 + }, + "9": { + "Dice": 0.8054837844324905, + "FN": 20696, + "FP": 6858, + "IoU": 0.6743179991489764, + "TN": 75822084, + "TP": 57050, + "n_pred": 63908, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5657389697750368, + "FN": 8086, + "FP": 125418, + "IoU": 0.39444630918146106, + "TN": 61167284, + "TP": 86962, + "n_pred": 212380, + "n_ref": 95048 + }, + "10": { + "Dice": 0.687886070118381, + "FN": 16081, + "FP": 40156, + "IoU": 0.5242578822255497, + "TN": 61269541, + "TP": 61972, + "n_pred": 102128, + "n_ref": 78053 + }, + "11": { + "Dice": 0.8082105922908179, + "FN": 763, + "FP": 461, + "IoU": 0.6781488298711543, + "TN": 61383947, + "TP": 2579, + "n_pred": 3040, + "n_ref": 3342 + }, + "12": { + "Dice": 0.7356890459363957, + "FN": 1287, + "FP": 209, + "IoU": 0.5818893236444941, + "TN": 61384172, + "TP": 2082, + "n_pred": 2291, + "n_ref": 3369 + }, + "13": { + "Dice": 0.20122960027778344, + "FN": 34529, + "FP": 4578, + "IoU": 0.11187064247269093, + "TN": 61343717, + "TP": 4926, + "n_pred": 9504, + "n_ref": 39455 + }, + "14": { + "Dice": 0.7224555250467246, + "FN": 3839, + "FP": 44275, + "IoU": 0.5655032284282295, + "TN": 61277015, + "TP": 62621, + "n_pred": 106896, + "n_ref": 66460 + }, + "15": { + "Dice": 0.7552830470844022, + "FN": 9903, + "FP": 11370, + "IoU": 0.6067910020147502, + "TN": 61333649, + "TP": 32828, + "n_pred": 44198, + "n_ref": 42731 + }, + "2": { + "Dice": 0.00340352797415118, + "FN": 132937, + "FP": 0, + "IoU": 0.0017046649244540568, + "TN": 61254586, + "TP": 227, + "n_pred": 227, + "n_ref": 133164 + }, + "3": { + "Dice": 0.567927220518638, + "FN": 5457, + "FP": 189553, + "IoU": 0.3965770655345589, + "TN": 61064577, + "TP": 128163, + "n_pred": 317716, + "n_ref": 133620 + }, + "4": { + "Dice": 0.6818082957899643, + "FN": 8004, + "FP": 2237, + "IoU": 0.517230000471409, + "TN": 61366537, + "TP": 10972, + "n_pred": 13209, + "n_ref": 18976 + }, + "5": { + "Dice": 0.0003585900240255316, + "FN": 27690, + "FP": 187, + "IoU": 0.00017932716447887525, + "TN": 61359868, + "TP": 5, + "n_pred": 192, + "n_ref": 27695 + }, + "6": { + "Dice": 0.8469898608028426, + "FN": 201136, + "FP": 85577, + "IoU": 0.7345901237196428, + "TN": 60307485, + "TP": 793552, + "n_pred": 879129, + "n_ref": 994688 + }, + "7": { + "Dice": 0.47649292444135477, + "FN": 89659, + "FP": 109147, + "IoU": 0.3127605589010032, + "TN": 61098468, + "TP": 90476, + "n_pred": 199623, + "n_ref": 180135 + }, + "8": { + "Dice": 0.6407684239805852, + "FN": 120765, + "FP": 20006, + "IoU": 0.47141961332086707, + "TN": 61121431, + "TP": 125548, + "n_pred": 145554, + "n_ref": 246313 + }, + "9": { + "Dice": 0.6242826619076077, + "FN": 41588, + "FP": 4307, + "IoU": 0.45378701323431403, + "TN": 61303726, + "TP": 38129, + "n_pred": 42436, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.690025399513176, + "FN": 55113, + "FP": 62045, + "IoU": 0.5267471592630444, + "TN": 39501241, + "TP": 130401, + "n_pred": 192446, + "n_ref": 185514 + }, + "10": { + "Dice": 0.5681994248177351, + "FN": 25061, + "FP": 15628, + "IoU": 0.3968425733768159, + "TN": 39681340, + "TP": 26771, + "n_pred": 42399, + "n_ref": 51832 + }, + "11": { + "Dice": 0.7610327778795093, + "FN": 953, + "FP": 352, + "IoU": 0.6142477091339048, + "TN": 39745417, + "TP": 2078, + "n_pred": 2430, + "n_ref": 3031 + }, + "12": { + "Dice": 0.6408560311284047, + "FN": 1813, + "FP": 33, + "IoU": 0.47151445748640136, + "TN": 39745307, + "TP": 1647, + "n_pred": 1680, + "n_ref": 3460 + }, + "13": { + "Dice": 0.4725099738027156, + "FN": 30013, + "FP": 794, + "IoU": 0.3093375182154467, + "TN": 39704195, + "TP": 13798, + "n_pred": 14592, + "n_ref": 43811 + }, + "14": { + "Dice": 0.28997381316601417, + "FN": 16557, + "FP": 65598, + "IoU": 0.16957273251053764, + "TN": 39649869, + "TP": 16776, + "n_pred": 82374, + "n_ref": 33333 + }, + "15": { + "Dice": 0.8372479611992255, + "FN": 8905, + "FP": 7739, + "IoU": 0.7200571861071399, + "TN": 39689345, + "TP": 42811, + "n_pred": 50550, + "n_ref": 51716 + }, + "2": { + "Dice": 0.001165068215588275, + "FN": 117778, + "FP": 532, + "IoU": 0.0005828736515767155, + "TN": 39630421, + "TP": 69, + "n_pred": 601, + "n_ref": 117847 + }, + "3": { + "Dice": 0.615433573531149, + "FN": 6635, + "FP": 152882, + "IoU": 0.4444955198724043, + "TN": 39461643, + "TP": 127640, + "n_pred": 280522, + "n_ref": 134275 + }, + "4": { + "Dice": 0.8659422647320364, + "FN": 3810, + "FP": 2371, + "IoU": 0.7635786413708691, + "TN": 39722656, + "TP": 19963, + "n_pred": 22334, + "n_ref": 23773 + }, + "5": { + "Dice": 0.7844370860927152, + "FN": 1786, + "FP": 818, + "IoU": 0.6453282484336693, + "TN": 39741458, + "TP": 4738, + "n_pred": 5556, + "n_ref": 6524 + }, + "6": { + "Dice": 0.9213179252843186, + "FN": 63419, + "FP": 84249, + "IoU": 0.8541144298955363, + "TN": 38736582, + "TP": 864550, + "n_pred": 948799, + "n_ref": 927969 + }, + "7": { + "Dice": 0.32510099385710994, + "FN": 589558, + "FP": 2184, + "IoU": 0.19410184892627175, + "TN": 39014536, + "TP": 142522, + "n_pred": 144706, + "n_ref": 732080 + }, + "8": { + "Dice": 0.8427336498264012, + "FN": 1960, + "FP": 15796, + "IoU": 0.728210622990969, + "TN": 39683470, + "TP": 47574, + "n_pred": 63370, + "n_ref": 49534 + }, + "9": { + "Dice": 0.7492197859601656, + "FN": 13661, + "FP": 5062, + "IoU": 0.5990019489837441, + "TN": 39702109, + "TP": 27968, + "n_pred": 33030, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4735022825045556, + "FN": 21341, + "FP": 146815, + "IoU": 0.3101886606692347, + "TN": 101152837, + "TP": 75615, + "n_pred": 222430, + "n_ref": 96956 + }, + "10": { + "Dice": 0.44319673807623033, + "FN": 48804, + "FP": 35589, + "IoU": 0.28468384471944397, + "TN": 101278628, + "TP": 33587, + "n_pred": 69176, + "n_ref": 82391 + }, + "11": { + "Dice": 0.6334092816884519, + "FN": 2888, + "FP": 169, + "IoU": 0.4634959634959635, + "TN": 101390910, + "TP": 2641, + "n_pred": 2810, + "n_ref": 5529 + }, + "12": { + "Dice": 0.7706671853724957, + "FN": 1263, + "FP": 1095, + "IoU": 0.6268987341772152, + "TN": 101390288, + "TP": 3962, + "n_pred": 5057, + "n_ref": 5225 + }, + "13": { + "Dice": 0.6272338348086386, + "FN": 25534, + "FP": 3481, + "IoU": 0.4569123647662187, + "TN": 101343182, + "TP": 24411, + "n_pred": 27892, + "n_ref": 49945 + }, + "14": { + "Dice": 0.9321587818189295, + "FN": 16888, + "FP": 6208, + "IoU": 0.8729376296288146, + "TN": 101214839, + "TP": 158673, + "n_pred": 164881, + "n_ref": 175561 + }, + "15": { + "Dice": 0.8686568363534092, + "FN": 5254, + "FP": 1284, + "IoU": 0.7678102137935933, + "TN": 101368450, + "TP": 21620, + "n_pred": 22904, + "n_ref": 26874 + }, + "2": { + "Dice": 0.32648866008195576, + "FN": 145527, + "FP": 3876, + "IoU": 0.1950919914877569, + "TN": 101210993, + "TP": 36212, + "n_pred": 40088, + "n_ref": 181739 + }, + "3": { + "Dice": 0.6062349198214934, + "FN": 25217, + "FP": 159195, + "IoU": 0.43496205238823304, + "TN": 101070237, + "TP": 141959, + "n_pred": 301154, + "n_ref": 167176 + }, + "4": { + "Dice": 0.617240462581417, + "FN": 859, + "FP": 10659, + "IoU": 0.4463830809901466, + "TN": 101375803, + "TP": 9287, + "n_pred": 19946, + "n_ref": 10146 + }, + "5": { + "Dice": 0.47287412374276133, + "FN": 26104, + "FP": 1568, + "IoU": 0.3096497355553338, + "TN": 101356524, + "TP": 12412, + "n_pred": 13980, + "n_ref": 38516 + }, + "6": { + "Dice": 0.8657486168100065, + "FN": 103337, + "FP": 432333, + "IoU": 0.7632775499688227, + "TN": 99133747, + "TP": 1727191, + "n_pred": 2159524, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.5674962894632583, + "FN": 269077, + "FP": 23491, + "IoU": 0.39615694206517926, + "TN": 100912098, + "TP": 191942, + "n_pred": 215433, + "n_ref": 461019 + }, + "8": { + "Dice": 0.5833437737921995, + "FN": 134660, + "FP": 38274, + "IoU": 0.41177511029174163, + "TN": 101102615, + "TP": 121059, + "n_pred": 159333, + "n_ref": 255719 + }, + "9": { + "Dice": 0.7269064748201439, + "FN": 33573, + "FP": 6285, + "IoU": 0.5709764918625678, + "TN": 101303704, + "TP": 53046, + "n_pred": 59331, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6956988253655331, + "FN": 81484, + "FP": 37062, + "IoU": 0.5333881766690152, + "TN": 73629447, + "TP": 135511, + "n_pred": 172573, + "n_ref": 216995 + }, + "10": { + "Dice": 0.025868844160861052, + "FN": 73899, + "FP": 72359, + "IoU": 0.013103913630229419, + "TN": 73735304, + "TP": 1942, + "n_pred": 74301, + "n_ref": 75841 + }, + "11": { + "Dice": 0.4970003528996589, + "FN": 2034, + "FP": 6518, + "IoU": 0.330672301792283, + "TN": 73870727, + "TP": 4225, + "n_pred": 10743, + "n_ref": 6259 + }, + "12": { + "Dice": 0.07058420421449375, + "FN": 5335, + "FP": 90, + "IoU": 0.03658320014207068, + "TN": 73877873, + "TP": 206, + "n_pred": 296, + "n_ref": 5541 + }, + "13": { + "Dice": 0.0, + "FN": 61239, + "FP": 26082, + "IoU": 0.0, + "TN": 73796183, + "TP": 0, + "n_pred": 26082, + "n_ref": 61239 + }, + "14": { + "Dice": 0.6773844824666896, + "FN": 23130, + "FP": 51179, + "IoU": 0.5121552510815974, + "TN": 73731183, + "TP": 78012, + "n_pred": 129191, + "n_ref": 101142 + }, + "15": { + "Dice": 0.3463011905481786, + "FN": 173497, + "FP": 10278, + "IoU": 0.20941007429458858, + "TN": 73651051, + "TP": 48678, + "n_pred": 58956, + "n_ref": 222175 + }, + "2": { + "Dice": 0.1439455100544714, + "FN": 175538, + "FP": 8964, + "IoU": 0.07755457118001739, + "TN": 73683490, + "TP": 15512, + "n_pred": 24476, + "n_ref": 191050 + }, + "3": { + "Dice": 0.5475593423756026, + "FN": 49747, + "FP": 177951, + "IoU": 0.37699257418970017, + "TN": 73518022, + "TP": 137784, + "n_pred": 315735, + "n_ref": 187531 + }, + "4": { + "Dice": 0.0, + "FN": 47888, + "FP": 43158, + "IoU": 0.0, + "TN": 73792458, + "TP": 0, + "n_pred": 43158, + "n_ref": 47888 + }, + "5": { + "Dice": 0.048503611971104234, + "FN": 14752, + "FP": 0, + "IoU": 0.024854574299312534, + "TN": 73868376, + "TP": 376, + "n_pred": 376, + "n_ref": 15128 + }, + "6": { + "Dice": 0.6752397005004672, + "FN": 205248, + "FP": 1233849, + "IoU": 0.5097070773901957, + "TN": 70948326, + "TP": 1496081, + "n_pred": 2729930, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.1728393621612794, + "FN": 142965, + "FP": 140675, + "IoU": 0.09459450832178859, + "TN": 73570230, + "TP": 29634, + "n_pred": 170309, + "n_ref": 172599 + }, + "8": { + "Dice": 0.683386552866394, + "FN": 22198, + "FP": 30849, + "IoU": 0.519048741568144, + "TN": 73773208, + "TP": 57249, + "n_pred": 88098, + "n_ref": 79447 + }, + "9": { + "Dice": 0.69961450800529, + "FN": 28022, + "FP": 25355, + "IoU": 0.538005470156488, + "TN": 73767968, + "TP": 62159, + "n_pred": 87514, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7981213210672871, + "FN": 51481, + "FP": 17249, + "IoU": 0.6640614689795739, + "TN": 69291185, + "TP": 135861, + "n_pred": 153110, + "n_ref": 187342 + }, + "10": { + "Dice": 0.552384, + "FN": 32949, + "FP": 23003, + "IoU": 0.38158185596180205, + "TN": 69405300, + "TP": 34524, + "n_pred": 57527, + "n_ref": 67473 + }, + "11": { + "Dice": 0.759460252273394, + "FN": 872, + "FP": 768, + "IoU": 0.6122014660676283, + "TN": 69491547, + "TP": 2589, + "n_pred": 3357, + "n_ref": 3461 + }, + "12": { + "Dice": 0.6022052586938084, + "FN": 1377, + "FP": 968, + "IoU": 0.4308252427184466, + "TN": 69491656, + "TP": 1775, + "n_pred": 2743, + "n_ref": 3152 + }, + "13": { + "Dice": 0.6295278137128072, + "FN": 38888, + "FP": 6932, + "IoU": 0.4593510324483776, + "TN": 69411026, + "TP": 38930, + "n_pred": 45862, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9016458897120803, + "FN": 18929, + "FP": 9892, + "IoU": 0.8209063736973907, + "TN": 69334849, + "TP": 132106, + "n_pred": 141998, + "n_ref": 151035 + }, + "15": { + "Dice": 0.6736544660709185, + "FN": 27959, + "FP": 36023, + "IoU": 0.5079026911451403, + "TN": 69365757, + "TP": 66037, + "n_pred": 102060, + "n_ref": 93996 + }, + "2": { + "Dice": 0.0, + "FN": 150150, + "FP": 0, + "IoU": 0.0, + "TN": 69345626, + "TP": 0, + "n_pred": 0, + "n_ref": 150150 + }, + "3": { + "Dice": 0.6720015097838506, + "FN": 8773, + "FP": 151122, + "IoU": 0.5060258085643407, + "TN": 69172085, + "TP": 163796, + "n_pred": 314918, + "n_ref": 172569 + }, + "4": { + "Dice": 0.5131423306314046, + "FN": 16513, + "FP": 22588, + "IoU": 0.3451186628033564, + "TN": 69436069, + "TP": 20606, + "n_pred": 43194, + "n_ref": 37119 + }, + "5": { + "Dice": 0.7848000489925898, + "FN": 6278, + "FP": 750, + "IoU": 0.6458196845235096, + "TN": 69475933, + "TP": 12815, + "n_pred": 13565, + "n_ref": 19093 + }, + "6": { + "Dice": 0.8656316031815114, + "FN": 77293, + "FP": 348765, + "IoU": 0.7630956624050079, + "TN": 67697337, + "TP": 1372381, + "n_pred": 1721146, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.8509590875671093, + "FN": 60100, + "FP": 28485, + "IoU": 0.7405820614040225, + "TN": 69154300, + "TP": 252891, + "n_pred": 281376, + "n_ref": 312991 + }, + "8": { + "Dice": 0.7330695381421899, + "FN": 20879, + "FP": 28501, + "IoU": 0.5786186063181609, + "TN": 69378590, + "TP": 67806, + "n_pred": 96307, + "n_ref": 88685 + }, + "9": { + "Dice": 0.7011271916536547, + "FN": 35242, + "FP": 3231, + "IoU": 0.5397966507177033, + "TN": 69412176, + "TP": 45127, + "n_pred": 48358, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8367878506942145, + "FN": 12866, + "FP": 61074, + "IoU": 0.719376814619428, + "TN": 50570067, + "TP": 189545, + "n_pred": 250619, + "n_ref": 202411 + }, + "10": { + "Dice": 0.6779547125795573, + "FN": 22367, + "FP": 28435, + "IoU": 0.5128074802205707, + "TN": 50729277, + "TP": 53473, + "n_pred": 81908, + "n_ref": 75840 + }, + "11": { + "Dice": 0.8135514739929002, + "FN": 1458, + "FP": 958, + "IoU": 0.6857031351632626, + "TN": 50825865, + "TP": 5271, + "n_pred": 6229, + "n_ref": 6729 + }, + "12": { + "Dice": 0.5594004849019175, + "FN": 3761, + "FP": 237, + "IoU": 0.3883108935128519, + "TN": 50827016, + "TP": 2538, + "n_pred": 2775, + "n_ref": 6299 + }, + "13": { + "Dice": 0.42139101283552616, + "FN": 29911, + "FP": 20487, + "IoU": 0.2669381818181818, + "TN": 50764802, + "TP": 18352, + "n_pred": 38839, + "n_ref": 48263 + }, + "14": { + "Dice": 0.36376543209876544, + "FN": 33058, + "FP": 28784, + "IoU": 0.22231863281397365, + "TN": 50754031, + "TP": 17679, + "n_pred": 46463, + "n_ref": 50737 + }, + "15": { + "Dice": 0.31505919613905436, + "FN": 22222, + "FP": 32276, + "IoU": 0.18698532044396707, + "TN": 50766520, + "TP": 12534, + "n_pred": 44810, + "n_ref": 34756 + }, + "2": { + "Dice": 0.13137741058963937, + "FN": 197154, + "FP": 85, + "IoU": 0.07030708679974547, + "TN": 50621397, + "TP": 14916, + "n_pred": 15001, + "n_ref": 212070 + }, + "3": { + "Dice": 0.645050382950053, + "FN": 7826, + "FP": 207118, + "IoU": 0.47606964482892267, + "TN": 50423299, + "TP": 195309, + "n_pred": 402427, + "n_ref": 203135 + }, + "4": { + "Dice": 0.7419272346855748, + "FN": 2008, + "FP": 9093, + "IoU": 0.5897331657920024, + "TN": 50806494, + "TP": 15957, + "n_pred": 25050, + "n_ref": 17965 + }, + "5": { + "Dice": 0.7996687218183491, + "FN": 4154, + "FP": 200, + "IoU": 0.6662066850659307, + "TN": 50820508, + "TP": 8690, + "n_pred": 8890, + "n_ref": 12844 + }, + "6": { + "Dice": 0.8722519147351843, + "FN": 134734, + "FP": 469151, + "IoU": 0.7734457066538611, + "TN": 48168032, + "TP": 2061635, + "n_pred": 2530786, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.5471858893515338, + "FN": 75856, + "FP": 176553, + "IoU": 0.376638611465094, + "TN": 50428636, + "TP": 152507, + "n_pred": 329060, + "n_ref": 228363 + }, + "8": { + "Dice": 0.7943587230231025, + "FN": 8918, + "FP": 39754, + "IoU": 0.658868220748819, + "TN": 50690874, + "TP": 94006, + "n_pred": 133760, + "n_ref": 102924 + }, + "9": { + "Dice": 0.5332121719940285, + "FN": 69936, + "FP": 9171, + "IoU": 0.36352372293606033, + "TN": 50709263, + "TP": 45182, + "n_pred": 54353, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6514258996656341, + "FN": 106066, + "FP": 7253, + "IoU": 0.4830479092725564, + "TN": 76665654, + "TP": 105887, + "n_pred": 113140, + "n_ref": 211953 + }, + "10": { + "Dice": 0.6771166577573091, + "FN": 23792, + "FP": 15469, + "IoU": 0.511849107276073, + "TN": 76804432, + "TP": 41167, + "n_pred": 56636, + "n_ref": 64959 + }, + "11": { + "Dice": 0.7052973799961751, + "FN": 1030, + "FP": 511, + "IoU": 0.5447562776957164, + "TN": 76881475, + "TP": 1844, + "n_pred": 2355, + "n_ref": 2874 + }, + "12": { + "Dice": 0.42105263157894735, + "FN": 1881, + "FP": 121, + "IoU": 0.26666666666666666, + "TN": 76882130, + "TP": 728, + "n_pred": 849, + "n_ref": 2609 + }, + "13": { + "Dice": 0.367916865434948, + "FN": 28515, + "FP": 20510, + "IoU": 0.22542777242349074, + "TN": 76821567, + "TP": 14268, + "n_pred": 34778, + "n_ref": 42783 + }, + "14": { + "Dice": 0.8082253675041242, + "FN": 4591, + "FP": 31911, + "IoU": 0.6781696349850115, + "TN": 76771440, + "TP": 76918, + "n_pred": 108829, + "n_ref": 81509 + }, + "15": { + "Dice": 0.2621365742295038, + "FN": 28303, + "FP": 37631, + "IoU": 0.15083842052391624, + "TN": 76807214, + "TP": 11712, + "n_pred": 49343, + "n_ref": 40015 + }, + "2": { + "Dice": 0.7680475667291411, + "FN": 26651, + "FP": 20006, + "IoU": 0.6234393033259888, + "TN": 76760957, + "TP": 77246, + "n_pred": 97252, + "n_ref": 103897 + }, + "3": { + "Dice": 0.7603216004732583, + "FN": 26721, + "FP": 17846, + "IoU": 0.6133216491983063, + "TN": 76769604, + "TP": 70689, + "n_pred": 88535, + "n_ref": 97410 + }, + "4": { + "Dice": 0.8753194668344277, + "FN": 2620, + "FP": 3722, + "IoU": 0.7782827576562719, + "TN": 76856256, + "TP": 22262, + "n_pred": 25984, + "n_ref": 24882 + }, + "5": { + "Dice": 0.5599820748375532, + "FN": 9507, + "FP": 312, + "IoU": 0.38887160017427025, + "TN": 76868793, + "TP": 6248, + "n_pred": 6560, + "n_ref": 15755 + }, + "6": { + "Dice": 0.8586495054950604, + "FN": 25750, + "FP": 338156, + "IoU": 0.752310100735094, + "TN": 75415660, + "TP": 1105294, + "n_pred": 1443450, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.7086349164380694, + "FN": 32509, + "FP": 73281, + "IoU": 0.5487487043427446, + "TN": 76650423, + "TP": 128647, + "n_pred": 201928, + "n_ref": 161156 + }, + "8": { + "Dice": 0.8381961607074065, + "FN": 6592, + "FP": 20709, + "IoU": 0.7214610008672142, + "TN": 76786845, + "TP": 70714, + "n_pred": 91423, + "n_ref": 77306 + }, + "9": { + "Dice": 0.6877554525158853, + "FN": 41707, + "FP": 3748, + "IoU": 0.5241061613359158, + "TN": 76789345, + "TP": 50060, + "n_pred": 53808, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5971290709618389, + "FN": 55395, + "FP": 37951, + "IoU": 0.4256479043095174, + "TN": 130837408, + "TP": 69178, + "n_pred": 107129, + "n_ref": 124573 + }, + "10": { + "Dice": 0.44510259305818933, + "FN": 15783, + "FP": 88389, + "IoU": 0.286258495943872, + "TN": 130853980, + "TP": 41780, + "n_pred": 130169, + "n_ref": 57563 + }, + "11": { + "Dice": 0.7722251446607049, + "FN": 1898, + "FP": 267, + "IoU": 0.6289631533847472, + "TN": 130994097, + "TP": 3670, + "n_pred": 3937, + "n_ref": 5568 + }, + "12": { + "Dice": 0.32966786355475763, + "FN": 5833, + "FP": 141, + "IoU": 0.19736665323122396, + "TN": 130992489, + "TP": 1469, + "n_pred": 1610, + "n_ref": 7302 + }, + "13": { + "Dice": 0.2004685769181755, + "FN": 68192, + "FP": 13369, + "IoU": 0.11140043143834572, + "TN": 130908146, + "TP": 10225, + "n_pred": 23594, + "n_ref": 78417 + }, + "14": { + "Dice": 0.06789130200724429, + "FN": 911759, + "FP": 31892, + "IoU": 0.035138448513676146, + "TN": 130021915, + "TP": 34366, + "n_pred": 66258, + "n_ref": 946125 + }, + "15": { + "Dice": 0.07379540527830984, + "FN": 22093, + "FP": 58660, + "IoU": 0.038311301655353104, + "TN": 130915962, + "TP": 3217, + "n_pred": 61877, + "n_ref": 25310 + }, + "2": { + "Dice": 0.4162839623828961, + "FN": 160978, + "FP": 1333, + "IoU": 0.26285265318727635, + "TN": 130779744, + "TP": 57877, + "n_pred": 59210, + "n_ref": 218855 + }, + "3": { + "Dice": 0.707038736460967, + "FN": 56527, + "FP": 131185, + "IoU": 0.5468367509523786, + "TN": 130585706, + "TP": 226514, + "n_pred": 357699, + "n_ref": 283041 + }, + "4": { + "Dice": 0.0, + "FN": 2280, + "FP": 20335, + "IoU": 0.0, + "TN": 130977317, + "TP": 0, + "n_pred": 20335, + "n_ref": 2280 + }, + "5": { + "Dice": 0.012890884896872921, + "FN": 23564, + "FP": 174, + "IoU": 0.006487255681580379, + "TN": 130976039, + "TP": 155, + "n_pred": 329, + "n_ref": 23719 + }, + "6": { + "Dice": 0.8409469572736218, + "FN": 62782, + "FP": 470666, + "IoU": 0.7255465679944271, + "TN": 129056258, + "TP": 1410226, + "n_pred": 1880892, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.41676567388330027, + "FN": 132331, + "FP": 68448, + "IoU": 0.26323688604297013, + "TN": 130727417, + "TP": 71736, + "n_pred": 140184, + "n_ref": 204067 + }, + "8": { + "Dice": 0.8759857895134672, + "FN": 21722, + "FP": 7810, + "IoU": 0.7793369348366995, + "TN": 130866099, + "TP": 104301, + "n_pred": 112111, + "n_ref": 126023 + }, + "9": { + "Dice": 0.6879458851446093, + "FN": 12572, + "FP": 27932, + "IoU": 0.5243273713755564, + "TN": 130914781, + "TP": 44647, + "n_pred": 72579, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6680038761003179, + "FN": 8128, + "FP": 40865, + "IoU": 0.5015058708613989, + "TN": 74328416, + "TP": 49289, + "n_pred": 90154, + "n_ref": 57417 + }, + "10": { + "Dice": 0.6980413492927094, + "FN": 32587, + "FP": 7373, + "IoU": 0.5361470956957793, + "TN": 74340550, + "TP": 46188, + "n_pred": 53561, + "n_ref": 78775 + }, + "11": { + "Dice": 0.6913448735019974, + "FN": 1090, + "FP": 69, + "IoU": 0.5282865282865283, + "TN": 74424241, + "TP": 1298, + "n_pred": 1367, + "n_ref": 2388 + }, + "12": { + "Dice": 0.6539845758354755, + "FN": 1185, + "FP": 161, + "IoU": 0.48586707410236823, + "TN": 74424080, + "TP": 1272, + "n_pred": 1433, + "n_ref": 2457 + }, + "13": { + "Dice": 0.1800075932546588, + "FN": 91948, + "FP": 11722, + "IoU": 0.0989056836652209, + "TN": 74311649, + "TP": 11379, + "n_pred": 23101, + "n_ref": 103327 + }, + "14": { + "Dice": 0.8670703383681397, + "FN": 34070, + "FP": 7883, + "IoU": 0.7653346608643121, + "TN": 74247920, + "TP": 136825, + "n_pred": 144708, + "n_ref": 170895 + }, + "15": { + "Dice": 0.12197912050539507, + "FN": 16300, + "FP": 68897, + "IoU": 0.06495088624266038, + "TN": 74335583, + "TP": 5918, + "n_pred": 74815, + "n_ref": 22218 + }, + "2": { + "Dice": 0.6164978921291668, + "FN": 62013, + "FP": 8579, + "IoU": 0.44560676028021234, + "TN": 74299366, + "TP": 56740, + "n_pred": 65319, + "n_ref": 118753 + }, + "3": { + "Dice": 0.6811867486590014, + "FN": 21916, + "FP": 80373, + "IoU": 0.516514940964049, + "TN": 74215132, + "TP": 109277, + "n_pred": 189650, + "n_ref": 131193 + }, + "4": { + "Dice": 0.2916173519271343, + "FN": 24793, + "FP": 2739, + "IoU": 0.17069791258772854, + "TN": 74393499, + "TP": 5667, + "n_pred": 8406, + "n_ref": 30460 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 74426698, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9248279282087896, + "FN": 28771, + "FP": 110840, + "IoU": 0.8601673652739592, + "TN": 73428283, + "TP": 858804, + "n_pred": 969644, + "n_ref": 887575 + }, + "7": { + "Dice": 0.7169067133316472, + "FN": 45636, + "FP": 37192, + "IoU": 0.5587331184571536, + "TN": 74238993, + "TP": 104877, + "n_pred": 142069, + "n_ref": 150513 + }, + "8": { + "Dice": 0.7854518025684667, + "FN": 2621, + "FP": 19565, + "IoU": 0.6467028679713999, + "TN": 74363901, + "TP": 40611, + "n_pred": 60176, + "n_ref": 43232 + }, + "9": { + "Dice": 0.8188226448196999, + "FN": 7636, + "FP": 3930, + "IoU": 0.6932258235637366, + "TN": 74388996, + "TP": 26136, + "n_pred": 30066, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7068537873806878, + "FN": 62458, + "FP": 2191, + "IoU": 0.5466155184021544, + "TN": 106504096, + "TP": 77943, + "n_pred": 80134, + "n_ref": 140401 + }, + "10": { + "Dice": 0.7677325178736961, + "FN": 27289, + "FP": 16309, + "IoU": 0.6230242451492408, + "TN": 106531036, + "TP": 72054, + "n_pred": 88363, + "n_ref": 99343 + }, + "11": { + "Dice": 0.5420405909153666, + "FN": 2688, + "FP": 629, + "IoU": 0.371780303030303, + "TN": 106641408, + "TP": 1963, + "n_pred": 2592, + "n_ref": 4651 + }, + "12": { + "Dice": 0.7738258575197889, + "FN": 1804, + "FP": 339, + "IoU": 0.6310896884145292, + "TN": 106640879, + "TP": 3666, + "n_pred": 4005, + "n_ref": 5470 + }, + "13": { + "Dice": 0.27082557879848135, + "FN": 33667, + "FP": 5513, + "IoU": 0.15662131909764077, + "TN": 106600232, + "TP": 7276, + "n_pred": 12789, + "n_ref": 40943 + }, + "14": { + "Dice": 0.903961176662498, + "FN": 3756, + "FP": 10374, + "IoU": 0.8247528804772476, + "TN": 106566059, + "TP": 66499, + "n_pred": 76873, + "n_ref": 70255 + }, + "15": { + "Dice": 0.27897549290584117, + "FN": 8393, + "FP": 85519, + "IoU": 0.16209850107066381, + "TN": 106534608, + "TP": 18168, + "n_pred": 103687, + "n_ref": 26561 + }, + "2": { + "Dice": 0.6148453382684085, + "FN": 51787, + "FP": 117205, + "IoU": 0.4438820842574981, + "TN": 106342810, + "TP": 134886, + "n_pred": 252091, + "n_ref": 186673 + }, + "3": { + "Dice": 0.2675557921299582, + "FN": 123349, + "FP": 25261, + "IoU": 0.15443833106689503, + "TN": 106470935, + "TP": 27143, + "n_pred": 52404, + "n_ref": 150492 + }, + "4": { + "Dice": 0.5858802502234137, + "FN": 249, + "FP": 13653, + "IoU": 0.4143073811931244, + "TN": 106622952, + "TP": 9834, + "n_pred": 23487, + "n_ref": 10083 + }, + "5": { + "Dice": 0.3411720791340052, + "FN": 3528, + "FP": 2, + "IoU": 0.20567056705670567, + "TN": 106642244, + "TP": 914, + "n_pred": 916, + "n_ref": 4442 + }, + "6": { + "Dice": 0.9404447368219753, + "FN": 43165, + "FP": 112547, + "IoU": 0.8875844134842104, + "TN": 105261542, + "TP": 1229434, + "n_pred": 1341981, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.7285024328060757, + "FN": 133964, + "FP": 17252, + "IoU": 0.5729483497273316, + "TN": 106292595, + "TP": 202877, + "n_pred": 220129, + "n_ref": 336841 + }, + "8": { + "Dice": 0.7711222181554173, + "FN": 6773, + "FP": 31372, + "IoU": 0.6275011474273214, + "TN": 106544285, + "TP": 64258, + "n_pred": 95630, + "n_ref": 71031 + }, + "9": { + "Dice": 0.6100557982480713, + "FN": 44795, + "FP": 6710, + "IoU": 0.4389066823539665, + "TN": 106554894, + "TP": 40289, + "n_pred": 46999, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6269738064276426, + "FN": 80494, + "FP": 7858, + "IoU": 0.45663644973616563, + "TN": 107964326, + "TP": 74250, + "n_pred": 82108, + "n_ref": 154744 + }, + "10": { + "Dice": 0.8488486870587691, + "FN": 7615, + "FP": 18570, + "IoU": 0.7373910601638736, + "TN": 108027217, + "TP": 73526, + "n_pred": 92096, + "n_ref": 81141 + }, + "11": { + "Dice": 0.7136185316644872, + "FN": 1127, + "FP": 406, + "IoU": 0.5547487656113854, + "TN": 108123485, + "TP": 1910, + "n_pred": 2316, + "n_ref": 3037 + }, + "12": { + "Dice": 0.788859192572795, + "FN": 1170, + "FP": 331, + "IoU": 0.651335656213705, + "TN": 108122623, + "TP": 2804, + "n_pred": 3135, + "n_ref": 3974 + }, + "13": { + "Dice": 0.7444783212378867, + "FN": 25412, + "FP": 10290, + "IoU": 0.5929633345494345, + "TN": 108039216, + "TP": 52010, + "n_pred": 62300, + "n_ref": 77422 + }, + "14": { + "Dice": 0.6016150261463484, + "FN": 6069, + "FP": 38727, + "IoU": 0.4302213177308573, + "TN": 108048308, + "TP": 33824, + "n_pred": 72551, + "n_ref": 39893 + }, + "15": { + "Dice": 0.32804827466249215, + "FN": 14972, + "FP": 35249, + "IoU": 0.19620678617157492, + "TN": 108064448, + "TP": 12259, + "n_pred": 47508, + "n_ref": 27231 + }, + "2": { + "Dice": 0.7679501122243562, + "FN": 57644, + "FP": 22584, + "IoU": 0.62331089012217, + "TN": 107913946, + "TP": 132754, + "n_pred": 155338, + "n_ref": 190398 + }, + "3": { + "Dice": 0.7902614995813274, + "FN": 44042, + "FP": 38867, + "IoU": 0.6532498546651443, + "TN": 107887825, + "TP": 156194, + "n_pred": 195061, + "n_ref": 200236 + }, + "4": { + "Dice": 0.8329457629437111, + "FN": 8952, + "FP": 818, + "IoU": 0.7137164122249245, + "TN": 108092801, + "TP": 24357, + "n_pred": 25175, + "n_ref": 33309 + }, + "5": { + "Dice": 0.0, + "FN": 3877, + "FP": 0, + "IoU": 0.0, + "TN": 108123051, + "TP": 0, + "n_pred": 0, + "n_ref": 3877 + }, + "6": { + "Dice": 0.9158971282423707, + "FN": 29041, + "FP": 237317, + "IoU": 0.8448433742800157, + "TN": 106410224, + "TP": 1450346, + "n_pred": 1687663, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.650755951115095, + "FN": 92673, + "FP": 83046, + "IoU": 0.48231152225790297, + "TN": 107787498, + "TP": 163711, + "n_pred": 246757, + "n_ref": 256384 + }, + "8": { + "Dice": 0.8126707363977949, + "FN": 1969, + "FP": 17026, + "IoU": 0.6844527135903783, + "TN": 108066731, + "TP": 41202, + "n_pred": 58228, + "n_ref": 43171 + }, + "9": { + "Dice": 0.783968231980422, + "FN": 19292, + "FP": 4101, + "IoU": 0.6446938744513131, + "TN": 108061089, + "TP": 42446, + "n_pred": 46547, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5249901828177495, + "FN": 76364, + "FP": 10730, + "IoU": 0.3559231787491773, + "TN": 62434937, + "TP": 48129, + "n_pred": 58859, + "n_ref": 124493 + }, + "10": { + "Dice": 0.6469584991472428, + "FN": 21023, + "FP": 20584, + "IoU": 0.4781512605042017, + "TN": 62490430, + "TP": 38123, + "n_pred": 58707, + "n_ref": 59146 + }, + "11": { + "Dice": 0.7185968532370389, + "FN": 659, + "FP": 432, + "IoU": 0.5607890499194848, + "TN": 62567676, + "TP": 1393, + "n_pred": 1825, + "n_ref": 2052 + }, + "12": { + "Dice": 0.5953290870488323, + "FN": 2164, + "FP": 695, + "IoU": 0.4238210399032648, + "TN": 62565198, + "TP": 2103, + "n_pred": 2798, + "n_ref": 4267 + }, + "13": { + "Dice": 0.6650382953652789, + "FN": 14618, + "FP": 12672, + "IoU": 0.4981703168386017, + "TN": 62515779, + "TP": 27091, + "n_pred": 39763, + "n_ref": 41709 + }, + "14": { + "Dice": 0.7466037289201536, + "FN": 143124, + "FP": 314, + "IoU": 0.5956645525017618, + "TN": 62215410, + "TP": 211312, + "n_pred": 211626, + "n_ref": 354436 + }, + "15": { + "Dice": 0.7395426284009935, + "FN": 25384, + "FP": 21073, + "IoU": 0.5867256164822261, + "TN": 62457748, + "TP": 65955, + "n_pred": 87028, + "n_ref": 91339 + }, + "2": { + "Dice": 0.3872845954254855, + "FN": 126637, + "FP": 1116, + "IoU": 0.24014441377997717, + "TN": 62402032, + "TP": 40375, + "n_pred": 41491, + "n_ref": 167012 + }, + "3": { + "Dice": 0.7186603087075414, + "FN": 25268, + "FP": 111671, + "IoU": 0.5608663444918692, + "TN": 62258321, + "TP": 174900, + "n_pred": 286571, + "n_ref": 200168 + }, + "4": { + "Dice": 0.8771265795335818, + "FN": 1233, + "FP": 5000, + "IoU": 0.7811446629213483, + "TN": 62541680, + "TP": 22247, + "n_pred": 27247, + "n_ref": 23480 + }, + "5": { + "Dice": 0.0, + "FN": 8175, + "FP": 0, + "IoU": 0.0, + "TN": 62561985, + "TP": 0, + "n_pred": 0, + "n_ref": 8175 + }, + "6": { + "Dice": 0.9168079182183363, + "FN": 36916, + "FP": 220903, + "IoU": 0.8463945902469541, + "TN": 60891710, + "TP": 1420631, + "n_pred": 1641534, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.6577750586315897, + "FN": 74508, + "FP": 42959, + "IoU": 0.4900632065151331, + "TN": 62339804, + "TP": 112889, + "n_pred": 155848, + "n_ref": 187397 + }, + "8": { + "Dice": 0.8790260878985463, + "FN": 5211, + "FP": 12656, + "IoU": 0.7841628412660063, + "TN": 62487380, + "TP": 64913, + "n_pred": 77569, + "n_ref": 70124 + }, + "9": { + "Dice": 0.6930989610228657, + "FN": 16041, + "FP": 13675, + "IoU": 0.5303377534731551, + "TN": 62506889, + "TP": 33555, + "n_pred": 47230, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5471441139430439, + "FN": 174048, + "FP": 2511, + "IoU": 0.37659902760761105, + "TN": 55098029, + "TP": 106660, + "n_pred": 109171, + "n_ref": 280708 + }, + "10": { + "Dice": 0.7867360035991691, + "FN": 17113, + "FP": 15121, + "IoU": 0.6484458501472352, + "TN": 55289558, + "TP": 59456, + "n_pred": 74577, + "n_ref": 76569 + }, + "11": { + "Dice": 0.7570137898240609, + "FN": 1143, + "FP": 901, + "IoU": 0.6090283091048202, + "TN": 55376020, + "TP": 3184, + "n_pred": 4085, + "n_ref": 4327 + }, + "12": { + "Dice": 0.3817794527281665, + "FN": 3563, + "FP": 210, + "IoU": 0.23592547590117458, + "TN": 55376310, + "TP": 1165, + "n_pred": 1375, + "n_ref": 4728 + }, + "13": { + "Dice": 0.48831297224772263, + "FN": 34126, + "FP": 9350, + "IoU": 0.3230251786798711, + "TN": 55317027, + "TP": 20745, + "n_pred": 30095, + "n_ref": 54871 + }, + "14": { + "Dice": 0.7483377489103495, + "FN": 7623, + "FP": 51271, + "IoU": 0.597875144240289, + "TN": 55234791, + "TP": 87563, + "n_pred": 138834, + "n_ref": 95186 + }, + "15": { + "Dice": 0.803967316203713, + "FN": 7570, + "FP": 31584, + "IoU": 0.6721951056152307, + "TN": 55261805, + "TP": 80289, + "n_pred": 111873, + "n_ref": 87859 + }, + "2": { + "Dice": 0.5988070676612178, + "FN": 104814, + "FP": 16526, + "IoU": 0.427355187027476, + "TN": 55169354, + "TP": 90554, + "n_pred": 107080, + "n_ref": 195368 + }, + "3": { + "Dice": 0.785196297803092, + "FN": 29488, + "FP": 54990, + "IoU": 0.6463565235956279, + "TN": 55142369, + "TP": 154401, + "n_pred": 209391, + "n_ref": 183889 + }, + "4": { + "Dice": 0.4849117573949789, + "FN": 2532, + "FP": 7829, + "IoU": 0.3200551253445334, + "TN": 55366010, + "TP": 4877, + "n_pred": 12706, + "n_ref": 7409 + }, + "5": { + "Dice": 0.0, + "FN": 5640, + "FP": 0, + "IoU": 0.0, + "TN": 55375608, + "TP": 0, + "n_pred": 0, + "n_ref": 5640 + }, + "6": { + "Dice": 0.9073880121696037, + "FN": 50665, + "FP": 244942, + "IoU": 0.830475980747207, + "TN": 53637501, + "TP": 1448140, + "n_pred": 1693082, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.7317272221692044, + "FN": 64074, + "FP": 17449, + "IoU": 0.5769478261772063, + "TN": 55188546, + "TP": 111179, + "n_pred": 128628, + "n_ref": 175253 + }, + "8": { + "Dice": 0.9295564511951262, + "FN": 2193, + "FP": 4606, + "IoU": 0.8683843741530838, + "TN": 55329590, + "TP": 44859, + "n_pred": 49465, + "n_ref": 47052 + }, + "9": { + "Dice": 0.8252506207564471, + "FN": 10867, + "FP": 6094, + "IoU": 0.7024907910892826, + "TN": 55324238, + "TP": 40049, + "n_pred": 46143, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.41627111065249545, + "FN": 191921, + "FP": 79611, + "IoU": 0.2628424053210262, + "TN": 110778265, + "TP": 96818, + "n_pred": 176429, + "n_ref": 288739 + }, + "10": { + "Dice": 0.7529395601250243, + "FN": 16510, + "FP": 26648, + "IoU": 0.6037715062154569, + "TN": 111037693, + "TP": 65764, + "n_pred": 92412, + "n_ref": 82274 + }, + "11": { + "Dice": 0.8007286995515696, + "FN": 777, + "FP": 645, + "IoU": 0.667679364337462, + "TN": 111142336, + "TP": 2857, + "n_pred": 3502, + "n_ref": 3634 + }, + "12": { + "Dice": 0.6682316118935837, + "FN": 969, + "FP": 1151, + "IoU": 0.5017626321974148, + "TN": 111142360, + "TP": 2135, + "n_pred": 3286, + "n_ref": 3104 + }, + "13": { + "Dice": 0.41815123742834587, + "FN": 38230, + "FP": 29574, + "IoU": 0.2643433729710963, + "TN": 111054447, + "TP": 24364, + "n_pred": 53938, + "n_ref": 62594 + }, + "14": { + "Dice": 0.7577929608360928, + "FN": 13998, + "FP": 3337, + "IoU": 0.6100375677682046, + "TN": 111102162, + "TP": 27118, + "n_pred": 30455, + "n_ref": 41116 + }, + "15": { + "Dice": 0.39678060868569287, + "FN": 6310, + "FP": 51625, + "IoU": 0.24748990115471042, + "TN": 111069626, + "TP": 19054, + "n_pred": 70679, + "n_ref": 25364 + }, + "2": { + "Dice": 0.7756418549401954, + "FN": 23986, + "FP": 52320, + "IoU": 0.6335089598332428, + "TN": 110938408, + "TP": 131901, + "n_pred": 184221, + "n_ref": 155887 + }, + "3": { + "Dice": 0.46187363834422657, + "FN": 168983, + "FP": 7128, + "IoU": 0.3002832861189802, + "TN": 110894926, + "TP": 75578, + "n_pred": 82706, + "n_ref": 244561 + }, + "4": { + "Dice": 0.7729357798165137, + "FN": 977, + "FP": 9517, + "IoU": 0.6299065420560748, + "TN": 111118260, + "TP": 17861, + "n_pred": 27378, + "n_ref": 18838 + }, + "5": { + "Dice": 0.41599743013170576, + "FN": 3472, + "FP": 164, + "IoU": 0.26262421415534376, + "TN": 111141684, + "TP": 1295, + "n_pred": 1459, + "n_ref": 4767 + }, + "6": { + "Dice": 0.890426408795873, + "FN": 23240, + "FP": 365859, + "IoU": 0.8024942336898699, + "TN": 109176551, + "TP": 1580965, + "n_pred": 1946824, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.2741380483315967, + "FN": 302139, + "FP": 103297, + "IoU": 0.15884123760106392, + "TN": 110664618, + "TP": 76561, + "n_pred": 179858, + "n_ref": 378700 + }, + "8": { + "Dice": 0.8464893653654113, + "FN": 6802, + "FP": 19946, + "IoU": 0.7338375043534504, + "TN": 111046120, + "TP": 73747, + "n_pred": 93693, + "n_ref": 80549 + }, + "9": { + "Dice": 0.8274008324557445, + "FN": 14606, + "FP": 2603, + "IoU": 0.7056126725627384, + "TN": 111088158, + "TP": 41248, + "n_pred": 43851, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8597258986082276, + "FN": 48564, + "FP": 1568, + "IoU": 0.7539642420702889, + "TN": 96917266, + "TP": 153627, + "n_pred": 155195, + "n_ref": 202191 + }, + "10": { + "Dice": 0.7799475411637072, + "FN": 17606, + "FP": 14442, + "IoU": 0.6392737750863884, + "TN": 97032182, + "TP": 56795, + "n_pred": 71237, + "n_ref": 74401 + }, + "11": { + "Dice": 0.745998187858653, + "FN": 1442, + "FP": 240, + "IoU": 0.5948940269749519, + "TN": 97116873, + "TP": 2470, + "n_pred": 2710, + "n_ref": 3912 + }, + "12": { + "Dice": 0.6346987951807229, + "FN": 2649, + "FP": 383, + "IoU": 0.46487822096717263, + "TN": 97115359, + "TP": 2634, + "n_pred": 3017, + "n_ref": 5283 + }, + "13": { + "Dice": 0.6734807457670655, + "FN": 19908, + "FP": 10600, + "IoU": 0.5077052169563183, + "TN": 97059054, + "TP": 31463, + "n_pred": 42063, + "n_ref": 51371 + }, + "14": { + "Dice": 0.9040592227957627, + "FN": 14298, + "FP": 10961, + "IoU": 0.8249161283167439, + "TN": 96976757, + "TP": 119009, + "n_pred": 129970, + "n_ref": 133307 + }, + "15": { + "Dice": 0.7655937919518025, + "FN": 10044, + "FP": 25751, + "IoU": 0.6202122015915119, + "TN": 97026775, + "TP": 58455, + "n_pred": 84206, + "n_ref": 68499 + }, + "2": { + "Dice": 0.714206451197205, + "FN": 67634, + "FP": 12205, + "IoU": 0.5554596629157178, + "TN": 96941426, + "TP": 99760, + "n_pred": 111965, + "n_ref": 167394 + }, + "3": { + "Dice": 0.6231090523759465, + "FN": 109001, + "FP": 25087, + "IoU": 0.45254786041783196, + "TN": 96876094, + "TP": 110843, + "n_pred": 135930, + "n_ref": 219844 + }, + "4": { + "Dice": 0.681479004243045, + "FN": 931, + "FP": 14308, + "IoU": 0.5168510827177325, + "TN": 97089484, + "TP": 16302, + "n_pred": 30610, + "n_ref": 17233 + }, + "5": { + "Dice": 0.0, + "FN": 12458, + "FP": 0, + "IoU": 0.0, + "TN": 97108567, + "TP": 0, + "n_pred": 0, + "n_ref": 12458 + }, + "6": { + "Dice": 0.8955246014206333, + "FN": 35701, + "FP": 326417, + "IoU": 0.8108144396629415, + "TN": 95206936, + "TP": 1551971, + "n_pred": 1878388, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.49930239902775614, + "FN": 201868, + "FP": 48624, + "IoU": 0.3327135318296487, + "TN": 96745636, + "TP": 124897, + "n_pred": 173521, + "n_ref": 326765 + }, + "8": { + "Dice": 0.7877903429695393, + "FN": 19404, + "FP": 24075, + "IoU": 0.6498796131515586, + "TN": 96996842, + "TP": 80704, + "n_pred": 104779, + "n_ref": 100108 + }, + "9": { + "Dice": 0.7491633912165204, + "FN": 33881, + "FP": 7345, + "IoU": 0.5989298569899796, + "TN": 97018235, + "TP": 61564, + "n_pred": 68909, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7941743349304268, + "FN": 65693, + "FP": 2439, + "IoU": 0.6586145559313541, + "TN": 78856830, + "TP": 131443, + "n_pred": 133882, + "n_ref": 197136 + }, + "10": { + "Dice": 0.8019613995713427, + "FN": 17616, + "FP": 19621, + "IoU": 0.6693952926762139, + "TN": 78943772, + "TP": 75396, + "n_pred": 95017, + "n_ref": 93012 + }, + "11": { + "Dice": 0.6655243317340644, + "FN": 1067, + "FP": 885, + "IoU": 0.4987159732922445, + "TN": 79052511, + "TP": 1942, + "n_pred": 2827, + "n_ref": 3009 + }, + "12": { + "Dice": 0.6293835363602805, + "FN": 1299, + "FP": 709, + "IoU": 0.45919741448963103, + "TN": 79052692, + "TP": 1705, + "n_pred": 2414, + "n_ref": 3004 + }, + "13": { + "Dice": 0.6209751049972609, + "FN": 34869, + "FP": 2493, + "IoU": 0.4503001412429379, + "TN": 78988437, + "TP": 30606, + "n_pred": 33099, + "n_ref": 65475 + }, + "14": { + "Dice": 0.5304846706130096, + "FN": 5885, + "FP": 50747, + "IoU": 0.3609929478138223, + "TN": 78967780, + "TP": 31993, + "n_pred": 82740, + "n_ref": 37878 + }, + "15": { + "Dice": 0.3659276786173551, + "FN": 24304, + "FP": 25004, + "IoU": 0.22393603626290606, + "TN": 78992869, + "TP": 14228, + "n_pred": 39232, + "n_ref": 38532 + }, + "2": { + "Dice": 0.624756006581435, + "FN": 51614, + "FP": 21822, + "IoU": 0.4542873915983622, + "TN": 78921836, + "TP": 61133, + "n_pred": 82955, + "n_ref": 112747 + }, + "3": { + "Dice": 0.7003807197758781, + "FN": 38505, + "FP": 32402, + "IoU": 0.5389122263984082, + "TN": 78902623, + "TP": 82875, + "n_pred": 115277, + "n_ref": 121380 + }, + "4": { + "Dice": 0.4063694740358561, + "FN": 3008, + "FP": 12985, + "IoU": 0.25499604043415475, + "TN": 79034938, + "TP": 5474, + "n_pred": 18459, + "n_ref": 8482 + }, + "5": { + "Dice": 0.38364879910927313, + "FN": 3752, + "FP": 123, + "IoU": 0.2373548514072033, + "TN": 79051324, + "TP": 1206, + "n_pred": 1329, + "n_ref": 4958 + }, + "6": { + "Dice": 0.905288258933072, + "FN": 48000, + "FP": 217873, + "IoU": 0.8269649670978773, + "TN": 77519878, + "TP": 1270654, + "n_pred": 1488527, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.5145272691142732, + "FN": 303074, + "FP": 19410, + "IoU": 0.3463727461408743, + "TN": 78563029, + "TP": 170892, + "n_pred": 190302, + "n_ref": 473966 + }, + "8": { + "Dice": 0.7575411133585437, + "FN": 1378, + "FP": 17921, + "IoU": 0.6097112117780294, + "TN": 79006957, + "TP": 30149, + "n_pred": 48070, + "n_ref": 31527 + }, + "9": { + "Dice": 0.8176033934252386, + "FN": 19634, + "FP": 3414, + "IoU": 0.6914798206278027, + "TN": 78981700, + "TP": 51657, + "n_pred": 55071, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8937734072143498, + "FN": 29377, + "FP": 19125, + "IoU": 0.8079478590039042, + "TN": 122459394, + "TP": 204044, + "n_pred": 223169, + "n_ref": 233421 + }, + "10": { + "Dice": 0.7164568942765355, + "FN": 31671, + "FP": 30641, + "IoU": 0.5581868587675575, + "TN": 122570903, + "TP": 78725, + "n_pred": 109366, + "n_ref": 110396 + }, + "11": { + "Dice": 0.69909381663113, + "FN": 1559, + "FP": 699, + "IoU": 0.5373898791231305, + "TN": 122707059, + "TP": 2623, + "n_pred": 3322, + "n_ref": 4182 + }, + "12": { + "Dice": 0.3603854638337397, + "FN": 4738, + "FP": 771, + "IoU": 0.21979889534060332, + "TN": 122704879, + "TP": 1552, + "n_pred": 2323, + "n_ref": 6290 + }, + "13": { + "Dice": 0.09854741668418576, + "FN": 48878, + "FP": 41169, + "IoU": 0.051827438427276266, + "TN": 122616971, + "TP": 4922, + "n_pred": 46091, + "n_ref": 53800 + }, + "14": { + "Dice": 0.7267287154466355, + "FN": 16613, + "FP": 51886, + "IoU": 0.5707571703398274, + "TN": 122552359, + "TP": 91082, + "n_pred": 142968, + "n_ref": 107695 + }, + "15": { + "Dice": 0.6880492902770899, + "FN": 10105, + "FP": 27058, + "IoU": 0.5244475155796128, + "TN": 122633793, + "TP": 40984, + "n_pred": 68042, + "n_ref": 51089 + }, + "2": { + "Dice": 0.7692788303837803, + "FN": 38441, + "FP": 20643, + "IoU": 0.6250634582191086, + "TN": 122554356, + "TP": 98500, + "n_pred": 119143, + "n_ref": 136941 + }, + "3": { + "Dice": 0.7876352644541299, + "FN": 38265, + "FP": 19766, + "IoU": 0.6496685703246683, + "TN": 122546294, + "TP": 107615, + "n_pred": 127381, + "n_ref": 145880 + }, + "4": { + "Dice": 0.7353905522647849, + "FN": 10973, + "FP": 28249, + "IoU": 0.58151594042081, + "TN": 122618216, + "TP": 54502, + "n_pred": 82751, + "n_ref": 65475 + }, + "5": { + "Dice": 0.13771564544913742, + "FN": 15820, + "FP": 1574, + "IoU": 0.07394984826704999, + "TN": 122693157, + "TP": 1389, + "n_pred": 2963, + "n_ref": 17209 + }, + "6": { + "Dice": 0.8942249528245426, + "FN": 41091, + "FP": 353922, + "IoU": 0.8086861383865652, + "TN": 120647202, + "TP": 1669725, + "n_pred": 2023647, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.3538896850944384, + "FN": 417203, + "FP": 126944, + "IoU": 0.21498540036470234, + "TN": 122018772, + "TP": 149021, + "n_pred": 275965, + "n_ref": 566224 + }, + "8": { + "Dice": 0.8334395516575117, + "FN": 12868, + "FP": 36527, + "IoU": 0.7144418044017413, + "TN": 122538963, + "TP": 123582, + "n_pred": 160109, + "n_ref": 136450 + }, + "9": { + "Dice": 0.7488950612928263, + "FN": 16373, + "FP": 22772, + "IoU": 0.598586927541582, + "TN": 122614422, + "TP": 58373, + "n_pred": 81145, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/loop_001/summary_cross_val.json b/nnActive_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/loop_001/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..1540df92f029608cd8451b635ff095a98dae27c0 --- /dev/null +++ b/nnActive_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/loop_001/summary_cross_val.json @@ -0,0 +1,12228 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": 0.42486091757066613, + "FN": 794.8044444444445, + "FP": 836.831111111111, + "IoU": 0.3484730723246823, + "TN": 193772.69333333333, + "TP": 3191.9377777777777, + "n_pred": 4028.7688888888897, + "n_ref": 3986.7422222222226 + }, + "mean": { + "1": { + "Dice": 0.31854413534676584, + "FN": 1829.4, + "FP": 408.73333333333335, + "IoU": 0.24022467498776184, + "TN": 195524.8, + "TP": 833.3333333333334, + "n_pred": 1242.0666666666666, + "n_ref": 2662.733333333333 + }, + "10": { + "Dice": 0.5057901786430545, + "FN": 821.4, + "FP": 1902.2666666666667, + "IoU": 0.37115366191846144, + "TN": 193579.73333333334, + "TP": 2292.866666666667, + "n_pred": 4195.133333333333, + "n_ref": 3114.266666666667 + }, + "11": { + "Dice": 0.11034798534798534, + "FN": 50.13333333333333, + "FP": 152.8, + "IoU": 0.07079905992949471, + "TN": 198329.06666666668, + "TP": 64.26666666666667, + "n_pred": 217.06666666666666, + "n_ref": 114.4 + }, + "12": { + "Dice": 0.2820110534234769, + "FN": 248.33333333333334, + "FP": 77.0, + "IoU": 0.17620348699444893, + "TN": 198143.66666666666, + "TP": 127.26666666666667, + "n_pred": 204.26666666666668, + "n_ref": 375.6 + }, + "13": { + "Dice": 0.22809619530378322, + "FN": 2615.8, + "FP": 355.1333333333333, + "IoU": 0.17584836291856873, + "TN": 194239.66666666666, + "TP": 1385.6666666666667, + "n_pred": 1740.8, + "n_ref": 4001.4666666666667 + }, + "14": { + "Dice": 0.5259254900669775, + "FN": 687.5333333333333, + "FP": 1453.0666666666666, + "IoU": 0.4490568218392497, + "TN": 190846.0, + "TP": 5609.666666666667, + "n_pred": 7062.733333333334, + "n_ref": 6297.2 + }, + "15": { + "Dice": 0.7155898771150291, + "FN": 354.3333333333333, + "FP": 352.6, + "IoU": 0.5867423740188489, + "TN": 196945.66666666666, + "TP": 943.6666666666666, + "n_pred": 1296.2666666666667, + "n_ref": 1298.0 + }, + "2": { + "Dice": 0.26268314995508846, + "FN": 776.4, + "FP": 1322.0, + "IoU": 0.20438176986739895, + "TN": 194792.6, + "TP": 1705.2666666666667, + "n_pred": 3027.266666666667, + "n_ref": 2481.6666666666665 + }, + "3": { + "Dice": 0.39123515367197503, + "FN": 966.6666666666666, + "FP": 693.6, + "IoU": 0.36091016571231666, + "TN": 189502.46666666667, + "TP": 7433.533333333334, + "n_pred": 8127.133333333333, + "n_ref": 8400.2 + }, + "4": { + "Dice": 0.44350789628721987, + "FN": 305.4, + "FP": 873.4, + "IoU": 0.36012753989617063, + "TN": 196833.93333333332, + "TP": 583.5333333333333, + "n_pred": 1456.9333333333334, + "n_ref": 888.9333333333333 + }, + "5": { + "Dice": 0.19663288682369334, + "FN": 743.3333333333334, + "FP": 22.733333333333334, + "IoU": 0.14245646591951497, + "TN": 197467.53333333333, + "TP": 362.6666666666667, + "n_pred": 385.4, + "n_ref": 1106.0 + }, + "6": { + "Dice": 0.5340862284969282, + "FN": 291.2, + "FP": 3446.4666666666667, + "IoU": 0.485901854631395, + "TN": 177143.53333333333, + "TP": 17715.066666666666, + "n_pred": 21161.533333333333, + "n_ref": 18006.266666666666 + }, + "7": { + "Dice": 0.4087215880229906, + "FN": 814.5333333333333, + "FP": 1051.1333333333334, + "IoU": 0.34490306801037973, + "TN": 195167.8, + "TP": 1562.8, + "n_pred": 2613.9333333333334, + "n_ref": 2377.3333333333335 + }, + "8": { + "Dice": 0.9046134249414638, + "FN": 544.7333333333333, + "FP": 290.1333333333333, + "IoU": 0.8288937497303435, + "TN": 192275.4, + "TP": 5486.0, + "n_pred": 5776.133333333333, + "n_ref": 6030.733333333334 + }, + "9": { + "Dice": 0.5451285201135596, + "FN": 872.8666666666667, + "FP": 151.4, + "IoU": 0.42949302849588006, + "TN": 195798.53333333333, + "TP": 1773.4666666666667, + "n_pred": 1924.8666666666666, + "n_ref": 2646.3333333333335 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 25558, + "FP": 0, + "IoU": 0.0, + "TN": 149674, + "TP": 0, + "n_pred": 0, + "n_ref": 25558 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 59, + "IoU": 0.0, + "TN": 175173, + "TP": 0, + "n_pred": 59, + "n_ref": 0 + }, + "4": { + "Dice": 0.7159514071180025, + "FN": 1468, + "FP": 3185, + "IoU": 0.5575734525054673, + "TN": 164715, + "TP": 5864, + "n_pred": 9049, + "n_ref": 7332 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8745906946628434, + "FN": 707, + "FP": 6072, + "IoU": 0.7771312095209916, + "TN": 144815, + "TP": 23638, + "n_pred": 29710, + "n_ref": 24345 + }, + "7": { + "Dice": 0.12736779794790845, + "FN": 7878, + "FP": 9812, + "IoU": 0.06801538380485748, + "TN": 156251, + "TP": 1291, + "n_pred": 11103, + "n_ref": 9169 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0005.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0005.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 6212, + "FP": 0, + "IoU": 0.0, + "TN": 344252, + "TP": 0, + "n_pred": 0, + "n_ref": 6212 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 46, + "IoU": 0.0, + "TN": 350418, + "TP": 0, + "n_pred": 46, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 64, + "IoU": 0.0, + "TN": 350400, + "TP": 0, + "n_pred": 64, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1177, + "IoU": 0.0, + "TN": 349287, + "TP": 0, + "n_pred": 1177, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1562, + "IoU": 0.0, + "TN": 348902, + "TP": 0, + "n_pred": 1562, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 656, + "FP": 0, + "IoU": 0.0, + "TN": 349808, + "TP": 0, + "n_pred": 0, + "n_ref": 656 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 9423, + "IoU": 0.0, + "TN": 341041, + "TP": 0, + "n_pred": 9423, + "n_ref": 0 + }, + "5": { + "Dice": 0.6772935162765671, + "FN": 4541, + "FP": 257, + "IoU": 0.5120512559747789, + "TN": 340631, + "TP": 5035, + "n_pred": 5292, + "n_ref": 9576 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 11532, + "IoU": 0.0, + "TN": 338932, + "TP": 0, + "n_pred": 11532, + "n_ref": 0 + }, + "7": { + "Dice": 0.2101030409650666, + "FN": 250, + "FP": 2893, + "IoU": 0.11738275765234485, + "TN": 346903, + "TP": 418, + "n_pred": 3311, + "n_ref": 668 + }, + "8": { + "Dice": 0.9225619061684636, + "FN": 3741, + "FP": 978, + "IoU": 0.8562551402723202, + "TN": 317635, + "TP": 28110, + "n_pred": 29088, + "n_ref": 31851 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 12, + "IoU": 0.0, + "TN": 350452, + "TP": 0, + "n_pred": 12, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0006.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0006.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0009.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0009.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8197763091001525, + "FN": 2362, + "FP": 474, + "IoU": 0.6945940124919233, + "TN": 165946, + "TP": 6450, + "n_pred": 6924, + "n_ref": 8812 + }, + "10": { + "Dice": 0.32261384100848983, + "FN": 1637, + "FP": 3629, + "IoU": 0.19233128834355828, + "TN": 168712, + "TP": 1254, + "n_pred": 4883, + "n_ref": 2891 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.4407630522088353, + "FN": 1008, + "FP": 106, + "IoU": 0.28267868641339344, + "TN": 173679, + "TP": 439, + "n_pred": 545, + "n_ref": 1447 + }, + "13": { + "Dice": 0.0, + "FN": 60, + "FP": 10, + "IoU": 0.0, + "TN": 175162, + "TP": 0, + "n_pred": 10, + "n_ref": 60 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9526368580394033, + "FN": 2471, + "FP": 2676, + "IoU": 0.9095573635101654, + "TN": 118323, + "TP": 51762, + "n_pred": 54438, + "n_ref": 54233 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 175230, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 1297, + "IoU": 0.0, + "TN": 173935, + "TP": 0, + "n_pred": 1297, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.8571428571428571, + "FN": 6, + "FP": 1, + "IoU": 0.75, + "TN": 175204, + "TP": 21, + "n_pred": 22, + "n_ref": 27 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0019.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0019.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.21749721316213202, + "FN": 18839, + "FP": 114, + "IoU": 0.12201788113216287, + "TN": 153645, + "TP": 2634, + "n_pred": 2748, + "n_ref": 21473 + }, + "10": { + "Dice": 0.6564024720806679, + "FN": 1079, + "FP": 2090, + "IoU": 0.48854099418979985, + "TN": 169036, + "TP": 3027, + "n_pred": 5117, + "n_ref": 4106 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 458, + "IoU": 0.0, + "TN": 174774, + "TP": 0, + "n_pred": 458, + "n_ref": 0 + }, + "12": { + "Dice": 0.49002954209748895, + "FN": 1899, + "FP": 863, + "IoU": 0.32452922474932744, + "TN": 171143, + "TP": 1327, + "n_pred": 2190, + "n_ref": 3226 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 3723, + "IoU": 0.0, + "TN": 171509, + "TP": 0, + "n_pred": 3723, + "n_ref": 0 + }, + "3": { + "Dice": 0.8589179394253171, + "FN": 4905, + "FP": 545, + "IoU": 0.7527223230490018, + "TN": 153192, + "TP": 16590, + "n_pred": 17135, + "n_ref": 21495 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 3, + "FP": 15465, + "IoU": 0.0, + "TN": 159764, + "TP": 0, + "n_pred": 15465, + "n_ref": 3 + }, + "7": { + "Dice": 0.8804455937935151, + "FN": 1243, + "FP": 560, + "IoU": 0.7864250177683013, + "TN": 166790, + "TP": 6639, + "n_pred": 7199, + "n_ref": 7882 + }, + "8": { + "Dice": 0.875347833494236, + "FN": 1246, + "FP": 949, + "IoU": 0.7783276105837205, + "TN": 165330, + "TP": 7707, + "n_pred": 8656, + "n_ref": 8953 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0035.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0035.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.6493689109109779, + "FN": 3125, + "FP": 17821, + "IoU": 0.48078925189628674, + "TN": 134890, + "TP": 19396, + "n_pred": 37217, + "n_ref": 22521 + }, + "15": { + "Dice": 0.5401411557123952, + "FN": 3190, + "FP": 5150, + "IoU": 0.36999546759329205, + "TN": 161994, + "TP": 4898, + "n_pred": 10048, + "n_ref": 8088 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 36, + "IoU": 0.0, + "TN": 175196, + "TP": 0, + "n_pred": 36, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 188, + "IoU": 0.0, + "TN": 175044, + "TP": 0, + "n_pred": 188, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0043.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0043.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9284075592899544, + "FN": 7188, + "FP": 2798, + "IoU": 0.8663812136214625, + "TN": 100497, + "TP": 64749, + "n_pred": 67547, + "n_ref": 71937 + }, + "15": { + "Dice": 0.8910385985176629, + "FN": 2125, + "FP": 139, + "IoU": 0.8034892804444058, + "TN": 163711, + "TP": 9257, + "n_pred": 9396, + "n_ref": 11382 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0094.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0094.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0392156862745098, + "FN": 3, + "FP": 144, + "IoU": 0.02, + "TN": 175082, + "TP": 3, + "n_pred": 147, + "n_ref": 6 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 100, + "IoU": 0.0, + "TN": 175132, + "TP": 0, + "n_pred": 100, + "n_ref": 0 + }, + "12": { + "Dice": 0.2857142857142857, + "FN": 338, + "FP": 2, + "IoU": 0.16666666666666666, + "TN": 174824, + "TP": 68, + "n_pred": 70, + "n_ref": 406 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 4, + "FP": 82, + "IoU": 0.0, + "TN": 175146, + "TP": 0, + "n_pred": 82, + "n_ref": 4 + }, + "6": { + "Dice": 0.7572005503039986, + "FN": 558, + "FP": 4913, + "IoU": 0.6092701042708184, + "TN": 161230, + "TP": 8531, + "n_pred": 13444, + "n_ref": 9089 + }, + "7": { + "Dice": 0.664701547531319, + "FN": 909, + "FP": 1, + "IoU": 0.4977924944812362, + "TN": 173420, + "TP": 902, + "n_pred": 903, + "n_ref": 1811 + }, + "8": { + "Dice": 0.9254868352140171, + "FN": 1585, + "FP": 1545, + "IoU": 0.8613080467919177, + "TN": 152664, + "TP": 19438, + "n_pred": 20983, + "n_ref": 21023 + }, + "9": { + "Dice": 0.7087330191294705, + "FN": 5144, + "FP": 109, + "IoU": 0.5488663689453795, + "TN": 163588, + "TP": 6391, + "n_pred": 6500, + "n_ref": 11535 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0098.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0098.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 103, + "IoU": 0.0, + "TN": 175129, + "TP": 0, + "n_pred": 103, + "n_ref": 0 + }, + "10": { + "Dice": 0.6305846793236989, + "FN": 3062, + "FP": 849, + "IoU": 0.46047730721478825, + "TN": 167983, + "TP": 3338, + "n_pred": 4187, + "n_ref": 6400 + }, + "11": { + "Dice": 0.4413919413919414, + "FN": 752, + "FP": 1688, + "IoU": 0.28319623971797886, + "TN": 171828, + "TP": 964, + "n_pred": 2652, + "n_ref": 1716 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 39, + "IoU": 0.0, + "TN": 175193, + "TP": 0, + "n_pred": 39, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 4961, + "FP": 0, + "IoU": 0.0, + "TN": 170271, + "TP": 0, + "n_pred": 0, + "n_ref": 4961 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8190739114067009, + "FN": 5154, + "FP": 2055, + "IoU": 0.6935860925744889, + "TN": 151705, + "TP": 16318, + "n_pred": 18373, + "n_ref": 21472 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3152, + "IoU": 0.0, + "TN": 172080, + "TP": 0, + "n_pred": 3152, + "n_ref": 0 + }, + "4": { + "Dice": 0.61028372649201, + "FN": 3097, + "FP": 488, + "IoU": 0.4391426783479349, + "TN": 168840, + "TP": 2807, + "n_pred": 3295, + "n_ref": 5904 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9197586123368896, + "FN": 1077, + "FP": 6542, + "IoU": 0.851438042312567, + "TN": 123947, + "TP": 43666, + "n_pred": 50208, + "n_ref": 44743 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1308, + "IoU": 0.0, + "TN": 173924, + "TP": 0, + "n_pred": 1308, + "n_ref": 0 + }, + "8": { + "Dice": 0.8364611260053619, + "FN": 8, + "FP": 114, + "IoU": 0.7188940092165899, + "TN": 174798, + "TP": 312, + "n_pred": 426, + "n_ref": 320 + }, + "9": { + "Dice": 0.7906066536203522, + "FN": 2413, + "FP": 1974, + "IoU": 0.6537216828478964, + "TN": 162563, + "TP": 8282, + "n_pred": 10256, + "n_ref": 10695 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0109.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0109.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0118.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0118.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7468820098698968, + "FN": 1363, + "FP": 1458, + "IoU": 0.596018903050265, + "TN": 343481, + "TP": 4162, + "n_pred": 5620, + "n_ref": 5525 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7762032480834619, + "FN": 8203, + "FP": 2394, + "IoU": 0.6342583005453165, + "TN": 321490, + "TP": 18377, + "n_pred": 20771, + "n_ref": 26580 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.49434183836874135, + "FN": 6492, + "FP": 12454, + "IoU": 0.3283227567625058, + "TN": 322257, + "TP": 9261, + "n_pred": 21715, + "n_ref": 15753 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3653, + "IoU": 0.0, + "TN": 346811, + "TP": 0, + "n_pred": 3653, + "n_ref": 0 + }, + "4": { + "Dice": 0.8913043478260869, + "FN": 16, + "FP": 4, + "IoU": 0.803921568627451, + "TN": 350362, + "TP": 82, + "n_pred": 86, + "n_ref": 98 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9969750049320572, + "FN": 503, + "FP": 509, + "IoU": 0.9939682558603877, + "TN": 182685, + "TP": 166767, + "n_pred": 167276, + "n_ref": 167270 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 35, + "IoU": 0.0, + "TN": 350429, + "TP": 0, + "n_pred": 35, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0147.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0147.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.10923803101820634, + "FN": 6605, + "FP": 0, + "IoU": 0.05777460770328103, + "TN": 168222, + "TP": 405, + "n_pred": 405, + "n_ref": 7010 + }, + "6": { + "Dice": 0.862033462033462, + "FN": 1084, + "FP": 5348, + "IoU": 0.7575209228681293, + "TN": 148706, + "TP": 20094, + "n_pred": 25442, + "n_ref": 21178 + }, + "7": { + "Dice": 0.8572605900774682, + "FN": 894, + "FP": 838, + "IoU": 0.7501802971296697, + "TN": 168299, + "TP": 5201, + "n_pred": 6039, + "n_ref": 6095 + }, + "8": { + "Dice": 0.9581649203202637, + "FN": 1235, + "FP": 390, + "IoU": 0.9196896313136306, + "TN": 154998, + "TP": 18609, + "n_pred": 18999, + "n_ref": 19844 + }, + "9": { + "Dice": 0.8121615136765613, + "FN": 5335, + "FP": 145, + "IoU": 0.6837305938708375, + "TN": 157905, + "TP": 11847, + "n_pred": 11992, + "n_ref": 17182 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0166.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0166.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5554471544715447, + "FN": 28, + "FP": 5440, + "IoU": 0.3845114813147231, + "TN": 166348, + "TP": 3416, + "n_pred": 8856, + "n_ref": 3444 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9270912782391045, + "FN": 6468, + "FP": 319, + "IoU": 0.8640914734270495, + "TN": 125294, + "TP": 43151, + "n_pred": 43470, + "n_ref": 49619 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 175231, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0294.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0294.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0371.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0371.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6390423833010642, + "FN": 5177, + "FP": 20364, + "IoU": 0.4695534787123572, + "TN": 127082, + "TP": 22609, + "n_pred": 42973, + "n_ref": 27786 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.1935483870967742, + "FN": 480, + "FP": 145, + "IoU": 0.10714285714285714, + "TN": 174532, + "TP": 75, + "n_pred": 220, + "n_ref": 555 + }, + "13": { + "Dice": 0.5923739237392374, + "FN": 455, + "FP": 2859, + "IoU": 0.42083187696609575, + "TN": 169510, + "TP": 2408, + "n_pred": 5267, + "n_ref": 2863 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 175231, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9303039607000307, + "FN": 436, + "FP": 18, + "IoU": 0.8696900114810563, + "TN": 171748, + "TP": 3030, + "n_pred": 3048, + "n_ref": 3466 + }, + "7": { + "Dice": 0.938615721891638, + "FN": 1044, + "FP": 132, + "IoU": 0.884331661257008, + "TN": 165065, + "TP": 8991, + "n_pred": 9123, + "n_ref": 10035 + }, + "8": { + "Dice": 0.9571284962450476, + "FN": 350, + "FP": 375, + "IoU": 0.9177818099342254, + "TN": 166414, + "TP": 8093, + "n_pred": 8468, + "n_ref": 8443 + }, + "9": { + "Dice": 0.41414141414141414, + "FN": 201, + "FP": 31, + "IoU": 0.2611464968152866, + "TN": 174918, + "TP": 82, + "n_pred": 113, + "n_ref": 283 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0383.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0383.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": 0.3769401305991762, + "FN": 1117.6755555555553, + "FP": 850.9777777777779, + "IoU": 0.31127840921520916, + "TN": 204361.64000000004, + "TP": 3948.106666666666, + "n_pred": 4799.084444444446, + "n_ref": 5065.782222222223 + }, + "mean": { + "1": { + "Dice": 0.2663093746961178, + "FN": 4635.866666666667, + "FP": 821.9333333333333, + "IoU": 0.20578823606078006, + "TN": 200373.73333333334, + "TP": 4446.866666666667, + "n_pred": 5268.8, + "n_ref": 9082.733333333334 + }, + "10": { + "Dice": 0.3155539197196403, + "FN": 74.46666666666667, + "FP": 255.33333333333334, + "IoU": 0.21846599210615786, + "TN": 209733.73333333334, + "TP": 214.86666666666667, + "n_pred": 470.2, + "n_ref": 289.3333333333333 + }, + "11": { + "Dice": 0.3606607229248739, + "FN": 421.6, + "FP": 43.266666666666666, + "IoU": 0.24751349146586343, + "TN": 209543.2, + "TP": 270.3333333333333, + "n_pred": 313.6, + "n_ref": 691.9333333333333 + }, + "12": { + "Dice": 0.0, + "FN": 2.6666666666666665, + "FP": 2.2666666666666666, + "IoU": 0.0, + "TN": 210273.46666666667, + "TP": 0.0, + "n_pred": 2.2666666666666666, + "n_ref": 2.6666666666666665 + }, + "13": { + "Dice": 0.3052565747242748, + "FN": 550.8666666666667, + "FP": 235.2, + "IoU": 0.2471508961802777, + "TN": 208760.6, + "TP": 731.7333333333333, + "n_pred": 966.9333333333333, + "n_ref": 1282.6 + }, + "14": { + "Dice": 0.36819078305330105, + "FN": 199.26666666666668, + "FP": 1177.8666666666666, + "IoU": 0.2602967096078659, + "TN": 208152.53333333333, + "TP": 748.7333333333333, + "n_pred": 1926.6, + "n_ref": 948.0 + }, + "15": { + "Dice": 0.07195398021125547, + "FN": 6447.866666666667, + "FP": 208.0, + "IoU": 0.038347786168222125, + "TN": 203393.86666666667, + "TP": 228.66666666666666, + "n_pred": 436.6666666666667, + "n_ref": 6676.533333333334 + }, + "2": { + "Dice": 0.4487811213937919, + "FN": 118.86666666666666, + "FP": 372.53333333333336, + "IoU": 0.40814187856029727, + "TN": 208474.0, + "TP": 1313.0, + "n_pred": 1685.5333333333333, + "n_ref": 1431.8666666666666 + }, + "3": { + "Dice": 0.40375958085158314, + "FN": 569.2, + "FP": 471.8, + "IoU": 0.3818140340970953, + "TN": 201477.06666666668, + "TP": 7760.333333333333, + "n_pred": 8232.133333333333, + "n_ref": 8329.533333333333 + }, + "4": { + "Dice": 0.47381118961469393, + "FN": 834.7333333333333, + "FP": 499.73333333333335, + "IoU": 0.4031575611746512, + "TN": 205078.0, + "TP": 3865.9333333333334, + "n_pred": 4365.666666666667, + "n_ref": 4700.666666666667 + }, + "5": { + "Dice": 0.4118337900564845, + "FN": 687.8666666666667, + "FP": 13.266666666666667, + "IoU": 0.25931403619973237, + "TN": 209331.8, + "TP": 245.46666666666667, + "n_pred": 258.73333333333335, + "n_ref": 933.3333333333334 + }, + "6": { + "Dice": 0.6314805527548231, + "FN": 1492.8, + "FP": 7378.133333333333, + "IoU": 0.5963638125245093, + "TN": 167237.0, + "TP": 34170.46666666667, + "n_pred": 41548.6, + "n_ref": 35663.26666666667 + }, + "7": { + "Dice": 0.2669761108467961, + "FN": 177.66666666666666, + "FP": 620.6, + "IoU": 0.22414271401703537, + "TN": 208303.46666666667, + "TP": 1176.6666666666667, + "n_pred": 1797.2666666666667, + "n_ref": 1354.3333333333333 + }, + "8": { + "Dice": 0.6944756015553991, + "FN": 16.466666666666665, + "FP": 84.46666666666667, + "IoU": 0.6483822676700268, + "TN": 208841.46666666667, + "TP": 1336.0, + "n_pred": 1420.4666666666667, + "n_ref": 1352.4666666666667 + }, + "9": { + "Dice": 0.6350586565846084, + "FN": 534.9333333333333, + "FP": 580.2666666666667, + "IoU": 0.5302967223956221, + "TN": 206450.66666666666, + "TP": 2712.5333333333333, + "n_pred": 3292.8, + "n_ref": 3247.4666666666667 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 175231, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8467272998359923, + "FN": 4424, + "FP": 1744, + "IoU": 0.7341952165481577, + "TN": 152027, + "TP": 17037, + "n_pred": 18781, + "n_ref": 21461 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9661175271739131, + "FN": 1525, + "FP": 1667, + "IoU": 0.9344558521560575, + "TN": 126532, + "TP": 45508, + "n_pred": 47175, + "n_ref": 47033 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 4731, + "IoU": 0.0, + "TN": 170501, + "TP": 0, + "n_pred": 4731, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0045.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0045.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.5063291139240507, + "FN": 270, + "FP": 3, + "IoU": 0.3389830508474576, + "TN": 174819, + "TP": 140, + "n_pred": 143, + "n_ref": 410 + }, + "11": { + "Dice": 0.0, + "FN": 3, + "FP": 81, + "IoU": 0.0, + "TN": 175148, + "TP": 0, + "n_pred": 81, + "n_ref": 3 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7343365648965418, + "FN": 6133, + "FP": 1211, + "IoU": 0.5801989253458328, + "TN": 157738, + "TP": 10150, + "n_pred": 11361, + "n_ref": 16283 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8030434782608695, + "FN": 140, + "FP": 2578, + "IoU": 0.670904467853251, + "TN": 166973, + "TP": 5541, + "n_pred": 8119, + "n_ref": 5681 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9362594271404583, + "FN": 1718, + "FP": 4849, + "IoU": 0.8801576728653029, + "TN": 120435, + "TP": 48230, + "n_pred": 53079, + "n_ref": 49948 + }, + "7": { + "Dice": 0.8629266469218162, + "FN": 535, + "FP": 4232, + "IoU": 0.7589014768359296, + "TN": 155460, + "TP": 15005, + "n_pred": 19237, + "n_ref": 15540 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7362270450751253, + "FN": 118, + "FP": 514, + "IoU": 0.582562747688243, + "TN": 173718, + "TP": 882, + "n_pred": 1396, + "n_ref": 1000 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0066.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0066.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0083.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0083.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8006423003711305, + "FN": 18607, + "FP": 140, + "IoU": 0.6675592282593276, + "TN": 294072, + "TP": 37645, + "n_pred": 37785, + "n_ref": 56252 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.962374153148533, + "FN": 450, + "FP": 2338, + "IoU": 0.9274770439351767, + "TN": 312021, + "TP": 35655, + "n_pred": 37993, + "n_ref": 36105 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 16154, + "IoU": 0.0, + "TN": 334310, + "TP": 0, + "n_pred": 16154, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0119.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0119.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9236637177517614, + "FN": 5082, + "FP": 682, + "IoU": 0.8581553302490402, + "TN": 134596, + "TP": 34872, + "n_pred": 35554, + "n_ref": 39954 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9800519621631332, + "FN": 1068, + "FP": 3485, + "IoU": 0.9608842076324335, + "TN": 58834, + "TP": 111845, + "n_pred": 115330, + "n_ref": 112913 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0131.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0131.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1177, + "IoU": 0.0, + "TN": 174055, + "TP": 0, + "n_pred": 1177, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.6684782608695652, + "FN": 1921, + "FP": 3325, + "IoU": 0.5020408163265306, + "TN": 164697, + "TP": 5289, + "n_pred": 8614, + "n_ref": 7210 + }, + "15": { + "Dice": 0.011284014313056503, + "FN": 59407, + "FP": 0, + "IoU": 0.005674020018076524, + "TN": 115486, + "TP": 339, + "n_pred": 339, + "n_ref": 59746 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 683, + "IoU": 0.0, + "TN": 174549, + "TP": 0, + "n_pred": 683, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 175224, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0161.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0161.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.40594059405940597, + "FN": 59, + "FP": 61, + "IoU": 0.2546583850931677, + "TN": 350303, + "TP": 41, + "n_pred": 102, + "n_ref": 100 + }, + "11": { + "Dice": 0.5137880986937591, + "FN": 3394, + "FP": 291, + "IoU": 0.345703125, + "TN": 344832, + "TP": 1947, + "n_pred": 2238, + "n_ref": 5341 + }, + "12": { + "Dice": 0.0, + "FN": 40, + "FP": 7, + "IoU": 0.0, + "TN": 350417, + "TP": 0, + "n_pred": 7, + "n_ref": 40 + }, + "13": { + "Dice": 0.0, + "FN": 222, + "FP": 1920, + "IoU": 0.0, + "TN": 348322, + "TP": 0, + "n_pred": 1920, + "n_ref": 222 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8598767859483549, + "FN": 1021, + "FP": 48, + "IoU": 0.7541963669809152, + "TN": 346115, + "TP": 3280, + "n_pred": 3328, + "n_ref": 4301 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 52, + "IoU": 0.0, + "TN": 350412, + "TP": 0, + "n_pred": 52, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2443, + "IoU": 0.0, + "TN": 348021, + "TP": 0, + "n_pred": 2443, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9175918575304809, + "FN": 9685, + "FP": 4225, + "IoU": 0.8477318504247308, + "TN": 259112, + "TP": 77442, + "n_pred": 81667, + "n_ref": 87127 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 164, + "IoU": 0.0, + "TN": 350300, + "TP": 0, + "n_pred": 164, + "n_ref": 0 + }, + "8": { + "Dice": 0.8900504013440358, + "FN": 69, + "FP": 520, + "IoU": 0.8018836192398251, + "TN": 347491, + "TP": 2384, + "n_pred": 2904, + "n_ref": 2453 + }, + "9": { + "Dice": 0.8316321523211306, + "FN": 3393, + "FP": 3469, + "IoU": 0.7117896593725062, + "TN": 326655, + "TP": 16947, + "n_pred": 20416, + "n_ref": 20340 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0172.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0172.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.43609408829033797, + "FN": 1068, + "FP": 14299, + "IoU": 0.27884931249706696, + "TN": 153923, + "TP": 5942, + "n_pred": 20241, + "n_ref": 7010 + }, + "15": { + "Dice": 0.13262394610945444, + "FN": 37311, + "FP": 3120, + "IoU": 0.07102155231836772, + "TN": 131710, + "TP": 3091, + "n_pred": 6211, + "n_ref": 40402 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0185.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0185.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 44, + "IoU": 0.0, + "TN": 175188, + "TP": 0, + "n_pred": 44, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0245.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0245.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6654998906147451, + "FN": 788, + "FP": 2270, + "IoU": 0.49868852459016394, + "TN": 344364, + "TP": 3042, + "n_pred": 5312, + "n_ref": 3830 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 1870, + "FP": 0, + "IoU": 0.0, + "TN": 348594, + "TP": 0, + "n_pred": 0, + "n_ref": 1870 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.26943264183954013, + "FN": 2875, + "FP": 48, + "IoU": 0.15569035239745813, + "TN": 347002, + "TP": 539, + "n_pred": 587, + "n_ref": 3414 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9674740331978544, + "FN": 1314, + "FP": 7545, + "IoU": 0.9369972904354505, + "TN": 209851, + "TP": 131754, + "n_pred": 139299, + "n_ref": 133068 + }, + "7": { + "Dice": 0.7389300181589608, + "FN": 1687, + "FP": 182, + "IoU": 0.5859548072662827, + "TN": 345950, + "TP": 2645, + "n_pred": 2827, + "n_ref": 4332 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 350460, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0249.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0249.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.5681940700808625, + "FN": 2927, + "FP": 277, + "IoU": 0.39683734939759036, + "TN": 169920, + "TP": 2108, + "n_pred": 2385, + "n_ref": 5035 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 27, + "IoU": 0.0, + "TN": 175205, + "TP": 0, + "n_pred": 27, + "n_ref": 0 + }, + "13": { + "Dice": 0.7919463087248322, + "FN": 38, + "FP": 396, + "IoU": 0.6555555555555556, + "TN": 173972, + "TP": 826, + "n_pred": 1222, + "n_ref": 864 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9352476996268125, + "FN": 762, + "FP": 1511, + "IoU": 0.878371147260274, + "TN": 156544, + "TP": 16415, + "n_pred": 17926, + "n_ref": 17177 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 344, + "IoU": 0.0, + "TN": 174888, + "TP": 0, + "n_pred": 344, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 175231, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9468000354076304, + "FN": 2828, + "FP": 2581, + "IoU": 0.8989746175827871, + "TN": 121691, + "TP": 48132, + "n_pred": 50713, + "n_ref": 50960 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 15, + "FP": 0, + "IoU": 0.0, + "TN": 175217, + "TP": 0, + "n_pred": 0, + "n_ref": 15 + }, + "9": { + "Dice": 0.8794108297128325, + "FN": 1703, + "FP": 2849, + "IoU": 0.7847754137115839, + "TN": 154082, + "TP": 16598, + "n_pred": 19447, + "n_ref": 18301 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0264.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0264.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9767129809981387, + "FN": 1096, + "FP": 1056, + "IoU": 0.9544858508523328, + "TN": 127950, + "TP": 45130, + "n_pred": 46186, + "n_ref": 46226 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0268.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0268.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 10516, + "IoU": 0.0, + "TN": 164716, + "TP": 0, + "n_pred": 10516, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 225, + "IoU": 0.0, + "TN": 175007, + "TP": 0, + "n_pred": 225, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 3473, + "IoU": 0.0, + "TN": 171759, + "TP": 0, + "n_pred": 3473, + "n_ref": 0 + }, + "3": { + "Dice": 0.9329174392658475, + "FN": 5725, + "FP": 2813, + "IoU": 0.8742692211406777, + "TN": 107325, + "TP": 59369, + "n_pred": 62182, + "n_ref": 65094 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9094874591057798, + "FN": 11, + "FP": 155, + "IoU": 0.834, + "TN": 174232, + "TP": 834, + "n_pred": 989, + "n_ref": 845 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0272.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0272.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 77, + "IoU": 0.0, + "TN": 175155, + "TP": 0, + "n_pred": 77, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1271, + "IoU": 0.0, + "TN": 173961, + "TP": 0, + "n_pred": 1271, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 42, + "IoU": 0.0, + "TN": 175190, + "TP": 0, + "n_pred": 42, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.4118337900564845, + "FN": 10318, + "FP": 199, + "IoU": 0.25931403619973237, + "TN": 161033, + "TP": 3682, + "n_pred": 3881, + "n_ref": 14000 + }, + "6": { + "Dice": 0.25527825669144455, + "FN": 3158, + "FP": 23191, + "IoU": 0.14631459582050868, + "TN": 144367, + "TP": 4516, + "n_pred": 27707, + "n_ref": 7674 + }, + "7": { + "Dice": 0.0, + "FN": 82, + "FP": 0, + "IoU": 0.0, + "TN": 175150, + "TP": 0, + "n_pred": 0, + "n_ref": 82 + }, + "8": { + "Dice": 0.9783645457717809, + "FN": 152, + "FP": 592, + "IoU": 0.9576454514402823, + "TN": 157666, + "TP": 16822, + "n_pred": 17414, + "n_ref": 16974 + }, + "9": { + "Dice": 0.7280232558139534, + "FN": 2810, + "FP": 1868, + "IoU": 0.5723557912057775, + "TN": 164293, + "TP": 6261, + "n_pred": 8129, + "n_ref": 9071 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0307.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0307.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5309045731094586, + "FN": 50931, + "FP": 419, + "IoU": 0.3613819520445727, + "TN": 94824, + "TP": 29058, + "n_pred": 29477, + "n_ref": 79989 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 556, + "IoU": 0.0, + "TN": 174676, + "TP": 0, + "n_pred": 556, + "n_ref": 0 + }, + "3": { + "Dice": 0.9310254735467015, + "FN": 2363, + "FP": 805, + "IoU": 0.8709519736038128, + "TN": 150683, + "TP": 21381, + "n_pred": 22186, + "n_ref": 23744 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 45911, + "IoU": 0.0, + "TN": 129321, + "TP": 0, + "n_pred": 45911, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 361, + "FP": 0, + "IoU": 0.0, + "TN": 174871, + "TP": 0, + "n_pred": 0, + "n_ref": 361 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0374.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0374.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": NaN, + "FN": 1142.3142857142857, + "FP": 575.1761904761904, + "IoU": NaN, + "TN": 183407.83333333334, + "TP": 2623.2476190476186, + "n_pred": 3198.4238095238097, + "n_ref": 3765.5619047619048 + }, + "mean": { + "1": { + "Dice": 0.32766560528297983, + "FN": 1938.0, + "FP": 520.6428571428571, + "IoU": 0.25601693048582397, + "TN": 183669.2857142857, + "TP": 1620.642857142857, + "n_pred": 2141.285714285714, + "n_ref": 3558.6428571428573 + }, + "10": { + "Dice": 0.3427649290808977, + "FN": 3263.785714285714, + "FP": 1379.2142857142858, + "IoU": 0.2428345688432526, + "TN": 180355.35714285713, + "TP": 2750.214285714286, + "n_pred": 4129.428571428572, + "n_ref": 6014.0 + }, + "11": { + "Dice": 0.44257441488871113, + "FN": 20.785714285714285, + "FP": 105.5, + "IoU": 0.33616463630520244, + "TN": 187500.42857142858, + "TP": 121.85714285714286, + "n_pred": 227.35714285714286, + "n_ref": 142.64285714285714 + }, + "12": { + "Dice": 0.1450969266955104, + "FN": 202.85714285714286, + "FP": 50.285714285714285, + "IoU": 0.10170128637138882, + "TN": 187442.42857142858, + "TP": 53.0, + "n_pred": 103.28571428571429, + "n_ref": 255.85714285714286 + }, + "13": { + "Dice": 0.23292701171865454, + "FN": 1045.857142857143, + "FP": 412.2142857142857, + "IoU": 0.1656325530148947, + "TN": 185373.07142857142, + "TP": 917.4285714285714, + "n_pred": 1329.642857142857, + "n_ref": 1963.2857142857142 + }, + "14": { + "Dice": 0.9132429405001687, + "FN": 584.2142857142857, + "FP": 419.5, + "IoU": 0.8413521879062705, + "TN": 179390.7857142857, + "TP": 7354.071428571428, + "n_pred": 7773.571428571428, + "n_ref": 7938.285714285715 + }, + "15": { + "Dice": 0.7490039686821951, + "FN": 490.7857142857143, + "FP": 363.35714285714283, + "IoU": 0.601918694818965, + "TN": 185357.35714285713, + "TP": 1537.0714285714287, + "n_pred": 1900.4285714285713, + "n_ref": 2027.857142857143 + }, + "2": { + "Dice": 0.16952624839948785, + "FN": 2448.9285714285716, + "FP": 70.57142857142857, + "IoU": 0.1471111111111111, + "TN": 185205.42857142858, + "TP": 23.642857142857142, + "n_pred": 94.21428571428571, + "n_ref": 2472.5714285714284 + }, + "3": { + "Dice": 0.5736755884967294, + "FN": 1955.5714285714287, + "FP": 3225.285714285714, + "IoU": 0.49012499097047685, + "TN": 174734.7857142857, + "TP": 7832.928571428572, + "n_pred": 11058.214285714286, + "n_ref": 9788.5 + }, + "4": { + "Dice": NaN, + "FN": 0.0, + "FP": 0.0, + "IoU": NaN, + "TN": 187748.57142857142, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 0.0 + }, + "5": { + "Dice": 0.1348700343305542, + "FN": 317.14285714285717, + "FP": 120.14285714285714, + "IoU": 0.07794784580498866, + "TN": 187252.35714285713, + "TP": 58.92857142857143, + "n_pred": 179.07142857142858, + "n_ref": 376.07142857142856 + }, + "6": { + "Dice": 0.7281284928069679, + "FN": 1278.9285714285713, + "FP": 605.5, + "IoU": 0.6527420755823373, + "TN": 176546.57142857142, + "TP": 9317.57142857143, + "n_pred": 9923.07142857143, + "n_ref": 10596.5 + }, + "7": { + "Dice": 0.33027557157639104, + "FN": 2051.0714285714284, + "FP": 544.5714285714286, + "IoU": 0.23405259101953607, + "TN": 183326.7857142857, + "TP": 1826.142857142857, + "n_pred": 2370.714285714286, + "n_ref": 3877.214285714286 + }, + "8": { + "Dice": 0.879446304204575, + "FN": 491.57142857142856, + "FP": 330.2857142857143, + "IoU": 0.7869265471651614, + "TN": 183935.5, + "TP": 2991.214285714286, + "n_pred": 3321.5, + "n_ref": 3482.785714285714 + }, + "9": { + "Dice": 0.7137951355253279, + "FN": 1045.2142857142858, + "FP": 480.57142857142856, + "IoU": 0.585565008165043, + "TN": 183278.7857142857, + "TP": 2944.0, + "n_pred": 3424.5714285714284, + "n_ref": 3989.214285714286 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.3877204884667571, + "FN": 2277, + "FP": 8553, + "IoU": 0.24047969703345257, + "TN": 160973, + "TP": 3429, + "n_pred": 11982, + "n_ref": 5706 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5135395969344309, + "FN": 7011, + "FP": 1558, + "IoU": 0.34547815459822795, + "TN": 162140, + "TP": 4523, + "n_pred": 6081, + "n_ref": 11534 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.5333333333333333, + "FN": 28, + "FP": 0, + "IoU": 0.36363636363636365, + "TN": 175188, + "TP": 16, + "n_pred": 16, + "n_ref": 44 + }, + "8": { + "Dice": 0.8692203263502543, + "FN": 4533, + "FP": 380, + "IoU": 0.7686911487758945, + "TN": 153992, + "TP": 16327, + "n_pred": 16707, + "n_ref": 20860 + }, + "9": { + "Dice": 0.7493512812195913, + "FN": 4662, + "FP": 1520, + "IoU": 0.5991700706736692, + "TN": 159809, + "TP": 9241, + "n_pred": 10761, + "n_ref": 13903 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0001.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0001.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6490096826363655, + "FN": 13552, + "FP": 3159, + "IoU": 0.48039551008986037, + "TN": 143071, + "TP": 15450, + "n_pred": 18609, + "n_ref": 29002 + }, + "11": { + "Dice": 0.7575510204081632, + "FN": 144, + "FP": 450, + "IoU": 0.6097240473061761, + "TN": 173710, + "TP": 928, + "n_pred": 1378, + "n_ref": 1072 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 175231, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "13": { + "Dice": 0.6510954616588419, + "FN": 7631, + "FP": 1287, + "IoU": 0.4826846104762457, + "TN": 157993, + "TP": 8321, + "n_pred": 9608, + "n_ref": 15952 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 9, + "FP": 0, + "IoU": 0.0, + "TN": 175223, + "TP": 0, + "n_pred": 0, + "n_ref": 9 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 1655, + "IoU": 0.0, + "TN": 173577, + "TP": 0, + "n_pred": 1655, + "n_ref": 0 + }, + "6": { + "Dice": 0.8861596078647354, + "FN": 1596, + "FP": 471, + "IoU": 0.7955893987341772, + "TN": 165120, + "TP": 8045, + "n_pred": 8516, + "n_ref": 9641 + }, + "7": { + "Dice": 0.47605455122105933, + "FN": 121, + "FP": 3183, + "IoU": 0.31238293444328824, + "TN": 170427, + "TP": 1501, + "n_pred": 4684, + "n_ref": 1622 + }, + "8": { + "Dice": 0.8267008985879333, + "FN": 413, + "FP": 1612, + "IoU": 0.7045951859956237, + "TN": 168377, + "TP": 4830, + "n_pred": 6442, + "n_ref": 5243 + }, + "9": { + "Dice": 0.39837461905134014, + "FN": 6574, + "FP": 1125, + "IoU": 0.24873145979703357, + "TN": 164984, + "TP": 2549, + "n_pred": 3674, + "n_ref": 9123 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0015.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0015.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.05112623561821423, + "FN": 23367, + "FP": 55, + "IoU": 0.026233733837774914, + "TN": 151179, + "TP": 631, + "n_pred": 686, + "n_ref": 23998 + }, + "10": { + "Dice": 0.0012169891687963978, + "FN": 8207, + "FP": 0, + "IoU": 0.0006088650754992694, + "TN": 167020, + "TP": 5, + "n_pred": 5, + "n_ref": 8212 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 429, + "IoU": 0.0, + "TN": 174803, + "TP": 0, + "n_pred": 429, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9579996239894717, + "FN": 336, + "FP": 781, + "IoU": 0.919385103926097, + "TN": 161376, + "TP": 12739, + "n_pred": 13520, + "n_ref": 13075 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 9, + "IoU": 0.0, + "TN": 175223, + "TP": 0, + "n_pred": 9, + "n_ref": 0 + }, + "7": { + "Dice": 0.0076274588518667205, + "FN": 3266, + "FP": 1678, + "IoU": 0.0038283296393310496, + "TN": 170269, + "TP": 19, + "n_pred": 1697, + "n_ref": 3285 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0025.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0025.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 216, + "IoU": 0.0, + "TN": 350248, + "TP": 0, + "n_pred": 216, + "n_ref": 0 + }, + "10": { + "Dice": 0.7063474791439971, + "FN": 4533, + "FP": 3563, + "IoU": 0.5460102057982392, + "TN": 332631, + "TP": 9737, + "n_pred": 13300, + "n_ref": 14270 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 323, + "IoU": 0.0, + "TN": 350141, + "TP": 0, + "n_pred": 323, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8577674437091357, + "FN": 7065, + "FP": 92, + "IoU": 0.7509569211496973, + "TN": 321726, + "TP": 21581, + "n_pred": 21673, + "n_ref": 28646 + }, + "7": { + "Dice": 0.6210378023010096, + "FN": 21346, + "FP": 1250, + "IoU": 0.45036608207049206, + "TN": 309353, + "TP": 18515, + "n_pred": 19765, + "n_ref": 39861 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0030.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0030.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0067.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0067.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 72, + "IoU": 0.0, + "TN": 175160, + "TP": 0, + "n_pred": 72, + "n_ref": 0 + }, + "11": { + "Dice": 0.57017222425797, + "FN": 147, + "FP": 1026, + "IoU": 0.39876986160943106, + "TN": 173281, + "TP": 778, + "n_pred": 1804, + "n_ref": 925 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8476312419974392, + "FN": 44, + "FP": 75, + "IoU": 0.7355555555555555, + "TN": 174782, + "TP": 331, + "n_pred": 406, + "n_ref": 375 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9447706785839575, + "FN": 4815, + "FP": 2427, + "IoU": 0.8953226179463459, + "TN": 106048, + "TP": 61942, + "n_pred": 64369, + "n_ref": 66757 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8961555308467266, + "FN": 2698, + "FP": 3466, + "IoU": 0.8118494551448369, + "TN": 142471, + "TP": 26597, + "n_pred": 30063, + "n_ref": 29295 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0081.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0081.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0159.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0159.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4078681909885676, + "FN": 3482, + "FP": 40, + "IoU": 0.25617740232312564, + "TN": 170497, + "TP": 1213, + "n_pred": 1253, + "n_ref": 4695 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1453, + "IoU": 0.0, + "TN": 173779, + "TP": 0, + "n_pred": 1453, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 175231, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "12": { + "Dice": 0.5762314308053167, + "FN": 411, + "FP": 673, + "IoU": 0.40472267984623833, + "TN": 173411, + "TP": 737, + "n_pred": 1410, + "n_ref": 1148 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 2174, + "IoU": 0.0, + "TN": 173058, + "TP": 0, + "n_pred": 2174, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 69, + "IoU": 0.0, + "TN": 175163, + "TP": 0, + "n_pred": 69, + "n_ref": 0 + }, + "3": { + "Dice": 0.3111111111111111, + "FN": 59, + "FP": 96, + "IoU": 0.18421052631578946, + "TN": 175042, + "TP": 35, + "n_pred": 131, + "n_ref": 94 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.2697400686611084, + "FN": 4440, + "FP": 27, + "IoU": 0.15589569160997732, + "TN": 169940, + "TP": 825, + "n_pred": 852, + "n_ref": 5265 + }, + "6": { + "Dice": 0.9161508466719385, + "FN": 2847, + "FP": 3303, + "IoU": 0.8452752339740365, + "TN": 135484, + "TP": 33598, + "n_pred": 36901, + "n_ref": 36445 + }, + "7": { + "Dice": 0.6738758553274682, + "FN": 3954, + "FP": 1384, + "IoU": 0.5081544273472772, + "TN": 164379, + "TP": 5515, + "n_pred": 6899, + "n_ref": 9469 + }, + "8": { + "Dice": 0.8885306585467789, + "FN": 1240, + "FP": 2494, + "IoU": 0.7994198538891276, + "TN": 156616, + "TP": 14882, + "n_pred": 17376, + "n_ref": 16122 + }, + "9": { + "Dice": 0.8112991109836536, + "FN": 699, + "FP": 617, + "IoU": 0.6825090470446321, + "TN": 171087, + "TP": 2829, + "n_pred": 3446, + "n_ref": 3528 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0160.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0160.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.405104335547304, + "FN": 11330, + "FP": 45, + "IoU": 0.25400052465897166, + "TN": 159984, + "TP": 3873, + "n_pred": 3918, + "n_ref": 15203 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.004156275976724855, + "FN": 2366, + "FP": 30, + "IoU": 0.0020824656393169513, + "TN": 172831, + "TP": 5, + "n_pred": 35, + "n_ref": 2371 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 776, + "IoU": 0.0, + "TN": 174456, + "TP": 0, + "n_pred": 776, + "n_ref": 0 + }, + "3": { + "Dice": 0.7200467562828755, + "FN": 11411, + "FP": 4396, + "IoU": 0.5625570776255707, + "TN": 139097, + "TP": 20328, + "n_pred": 24724, + "n_ref": 31739 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.5358581788879936, + "FN": 1287, + "FP": 2169, + "IoU": 0.3659878921298844, + "TN": 169781, + "TP": 1995, + "n_pred": 4164, + "n_ref": 3282 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 128, + "IoU": 0.0, + "TN": 175104, + "TP": 0, + "n_pred": 128, + "n_ref": 0 + }, + "8": { + "Dice": 0.9333333333333333, + "FN": 696, + "FP": 138, + "IoU": 0.875, + "TN": 168560, + "TP": 5838, + "n_pred": 5976, + "n_ref": 6534 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0173.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0173.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0184.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0184.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8516679945251374, + "FN": 283, + "FP": 6978, + "IoU": 0.7416565857823952, + "TN": 147126, + "TP": 20845, + "n_pred": 27823, + "n_ref": 21128 + }, + "10": { + "Dice": 0.5927204576839613, + "FN": 5794, + "FP": 2464, + "IoU": 0.4211817480899979, + "TN": 160965, + "TP": 6009, + "n_pred": 8473, + "n_ref": 11803 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 63, + "FP": 0, + "IoU": 0.0, + "TN": 175169, + "TP": 0, + "n_pred": 0, + "n_ref": 63 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.8792204511001883, + "FN": 15572, + "FP": 5462, + "IoU": 0.7844722469849272, + "TN": 77639, + "TP": 76559, + "n_pred": 82021, + "n_ref": 92131 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 175231, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0190.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0190.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8877344369111562, + "FN": 792, + "FP": 483, + "IoU": 0.7981317289423686, + "TN": 168916, + "TP": 5041, + "n_pred": 5524, + "n_ref": 5833 + }, + "15": { + "Dice": 0.8048520091770212, + "FN": 6837, + "FP": 1754, + "IoU": 0.6734329265974835, + "TN": 148925, + "TP": 17716, + "n_pred": 19470, + "n_ref": 24553 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0199.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0199.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 34232, + "FP": 68, + "IoU": 0.0, + "TN": 140932, + "TP": 0, + "n_pred": 68, + "n_ref": 34232 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 34419, + "IoU": 0.0, + "TN": 140813, + "TP": 0, + "n_pred": 34419, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9561926939310144, + "FN": 295, + "FP": 6, + "IoU": 0.9160624651422198, + "TN": 171646, + "TP": 3285, + "n_pred": 3291, + "n_ref": 3580 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0302.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0302.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9387514440891812, + "FN": 7387, + "FP": 5390, + "IoU": 0.8845726468701725, + "TN": 64539, + "TP": 97916, + "n_pred": 103306, + "n_ref": 105303 + }, + "15": { + "Dice": 0.693155928187369, + "FN": 34, + "FP": 3333, + "IoU": 0.5304044630404463, + "TN": 168062, + "TP": 3803, + "n_pred": 7136, + "n_ref": 3837 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0392.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0392.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": NaN, + "FN": 760.0333333333333, + "FP": 462.69999999999993, + "IoU": NaN, + "TN": 196172.88095238095, + "TP": 2869.5285714285715, + "n_pred": 3332.228571428571, + "n_ref": 3629.5619047619048 + }, + "mean": { + "1": { + "Dice": 0.49000687150289585, + "FN": 110.21428571428571, + "FP": 166.57142857142858, + "IoU": 0.48040536638885145, + "TN": 196422.85714285713, + "TP": 3565.5, + "n_pred": 3732.0714285714284, + "n_ref": 3675.714285714286 + }, + "10": { + "Dice": 0.3664149907335377, + "FN": 913.8571428571429, + "FP": 672.7142857142857, + "IoU": 0.2906380210016148, + "TN": 197022.5, + "TP": 1656.0714285714287, + "n_pred": 2328.785714285714, + "n_ref": 2569.9285714285716 + }, + "11": { + "Dice": 0.7300058152632829, + "FN": 100.07142857142857, + "FP": 114.71428571428571, + "IoU": 0.5748949306016442, + "TN": 199763.0, + "TP": 287.35714285714283, + "n_pred": 402.07142857142856, + "n_ref": 387.42857142857144 + }, + "12": { + "Dice": 0.32120278195778834, + "FN": 122.5, + "FP": 45.714285714285715, + "IoU": 0.23988629839993442, + "TN": 199896.57142857142, + "TP": 200.35714285714286, + "n_pred": 246.07142857142858, + "n_ref": 322.85714285714283 + }, + "13": { + "Dice": 0.0537882589061716, + "FN": 704.0714285714286, + "FP": 136.92857142857142, + "IoU": 0.031072463768115944, + "TN": 199290.14285714287, + "TP": 134.0, + "n_pred": 270.92857142857144, + "n_ref": 838.0714285714286 + }, + "14": { + "Dice": 0.5215154170451213, + "FN": 2230.0, + "FP": 676.9285714285714, + "IoU": 0.44880746740643634, + "TN": 193474.92857142858, + "TP": 3883.285714285714, + "n_pred": 4560.214285714285, + "n_ref": 6113.285714285715 + }, + "15": { + "Dice": 0.3592354302457517, + "FN": 1514.642857142857, + "FP": 1081.142857142857, + "IoU": 0.2718205162991476, + "TN": 195254.35714285713, + "TP": 2415.0, + "n_pred": 3496.1428571428573, + "n_ref": 3929.6428571428573 + }, + "2": { + "Dice": 0.5600069553460172, + "FN": 1961.857142857143, + "FP": 136.0, + "IoU": 0.4941745228883314, + "TN": 193768.14285714287, + "TP": 4399.142857142857, + "n_pred": 4535.142857142857, + "n_ref": 6361.0 + }, + "3": { + "Dice": 0.612296789505091, + "FN": 964.6428571428571, + "FP": 272.7857142857143, + "IoU": 0.5392802330125739, + "TN": 196378.0, + "TP": 2649.714285714286, + "n_pred": 2922.5, + "n_ref": 3614.3571428571427 + }, + "4": { + "Dice": 0.6229125302989993, + "FN": 350.2142857142857, + "FP": 470.7142857142857, + "IoU": 0.5846384794079494, + "TN": 196209.2857142857, + "TP": 3234.9285714285716, + "n_pred": 3705.6428571428573, + "n_ref": 3585.1428571428573 + }, + "5": { + "Dice": NaN, + "FN": 0.0, + "FP": 0.0, + "IoU": NaN, + "TN": 200265.14285714287, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 0.0 + }, + "6": { + "Dice": 0.5102649247004575, + "FN": 1048.857142857143, + "FP": 740.3571428571429, + "IoU": 0.4679674293239309, + "TN": 182686.85714285713, + "TP": 15789.07142857143, + "n_pred": 16529.428571428572, + "n_ref": 16837.928571428572 + }, + "7": { + "Dice": 0.31721189831934943, + "FN": 1192.0714285714287, + "FP": 1802.9285714285713, + "IoU": 0.26182608503536864, + "TN": 195093.64285714287, + "TP": 2176.5, + "n_pred": 3979.4285714285716, + "n_ref": 3368.5714285714284 + }, + "8": { + "Dice": 0.9515172679235704, + "FN": 62.642857142857146, + "FP": 128.0, + "IoU": 0.9075563761381921, + "TN": 198199.2142857143, + "TP": 1875.2857142857142, + "n_pred": 2003.2857142857142, + "n_ref": 1937.9285714285713 + }, + "9": { + "Dice": 0.7396379118062794, + "FN": 124.85714285714286, + "FP": 495.0, + "IoU": 0.6091790102255322, + "TN": 198868.57142857142, + "TP": 776.7142857142857, + "n_pred": 1271.7142857142858, + "n_ref": 901.5714285714286 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 17, + "FP": 1355, + "IoU": 0.0, + "TN": 173860, + "TP": 0, + "n_pred": 1355, + "n_ref": 17 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9253045186640472, + "FN": 3369, + "FP": 433, + "IoU": 0.8609922854740228, + "TN": 147881, + "TP": 23549, + "n_pred": 23982, + "n_ref": 26918 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9479868622232289, + "FN": 1094, + "FP": 2580, + "IoU": 0.9011169425380164, + "TN": 138077, + "TP": 33481, + "n_pred": 36061, + "n_ref": 34575 + }, + "7": { + "Dice": 0.7813371336514034, + "FN": 4747, + "FP": 2311, + "IoU": 0.6411429733577385, + "TN": 155564, + "TP": 12610, + "n_pred": 14921, + "n_ref": 17357 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0017.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0017.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 129, + "IoU": 0.0, + "TN": 175103, + "TP": 0, + "n_pred": 129, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9434330722329507, + "FN": 1534, + "FP": 1073, + "IoU": 0.8929231527498255, + "TN": 150885, + "TP": 21740, + "n_pred": 22813, + "n_ref": 23274 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9402852903164042, + "FN": 1860, + "FP": 3130, + "IoU": 0.8873004042730989, + "TN": 130955, + "TP": 39287, + "n_pred": 42417, + "n_ref": 41147 + }, + "7": { + "Dice": 0.12815353660424084, + "FN": 965, + "FP": 4668, + "IoU": 0.06846370100876467, + "TN": 169185, + "TP": 414, + "n_pred": 5082, + "n_ref": 1379 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0078.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0078.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1839, + "IoU": 0.0, + "TN": 173393, + "TP": 0, + "n_pred": 1839, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.7393122676579925, + "FN": 397, + "FP": 725, + "IoU": 0.5864356800589753, + "TN": 172519, + "TP": 1591, + "n_pred": 2316, + "n_ref": 1988 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 50, + "IoU": 0.0, + "TN": 175182, + "TP": 0, + "n_pred": 50, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8109509334029578, + "FN": 9000, + "FP": 1137, + "IoU": 0.6820163744157596, + "TN": 143353, + "TP": 21742, + "n_pred": 22879, + "n_ref": 30742 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7223598495274796, + "FN": 201, + "FP": 5851, + "IoU": 0.5653859964093357, + "TN": 161307, + "TP": 7873, + "n_pred": 13724, + "n_ref": 8074 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0086.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0086.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 359, + "IoU": 0.0, + "TN": 174873, + "TP": 0, + "n_pred": 359, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 15, + "FP": 43, + "IoU": 0.0, + "TN": 175174, + "TP": 0, + "n_pred": 43, + "n_ref": 15 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.587917863900764, + "FN": 9976, + "FP": 1784, + "IoU": 0.4163482058662961, + "TN": 155083, + "TP": 8389, + "n_pred": 10173, + "n_ref": 18365 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 8851, + "IoU": 0.0, + "TN": 166381, + "TP": 0, + "n_pred": 8851, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0138.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0138.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.24970494014500083, + "FN": 4806, + "FP": 4094, + "IoU": 0.14266448319044409, + "TN": 164851, + "TP": 1481, + "n_pred": 5575, + "n_ref": 6287 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.268941294530858, + "FN": 9825, + "FP": 374, + "IoU": 0.15536231884057972, + "TN": 163157, + "TP": 1876, + "n_pred": 2250, + "n_ref": 11701 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 10, + "IoU": 0.0, + "TN": 175222, + "TP": 0, + "n_pred": 10, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 175226, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "8": { + "Dice": 0.9468329991831885, + "FN": 385, + "FP": 1047, + "IoU": 0.8990340548544031, + "TN": 161049, + "TP": 12751, + "n_pred": 13798, + "n_ref": 13136 + }, + "9": { + "Dice": 0.5694842406876791, + "FN": 1404, + "FP": 1000, + "IoU": 0.39809714571857785, + "TN": 171238, + "TP": 1590, + "n_pred": 2590, + "n_ref": 2994 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0192.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9800137430057917, + "FN": 1543, + "FP": 493, + "IoU": 0.9608107327777029, + "TN": 123279, + "TP": 49917, + "n_pred": 50410, + "n_ref": 51460 + }, + "10": { + "Dice": 0.7654555153814238, + "FN": 5498, + "FP": 2416, + "IoU": 0.6200307278663337, + "TN": 154404, + "TP": 12914, + "n_pred": 15330, + "n_ref": 18412 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5518867924528302, + "FN": 161, + "FP": 29, + "IoU": 0.3811074918566775, + "TN": 174925, + "TP": 117, + "n_pred": 146, + "n_ref": 278 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 47, + "IoU": 0.0, + "TN": 175185, + "TP": 0, + "n_pred": 47, + "n_ref": 0 + }, + "3": { + "Dice": 0.9391347670846135, + "FN": 1808, + "FP": 391, + "IoU": 0.8852536005009393, + "TN": 156068, + "TP": 16965, + "n_pred": 17356, + "n_ref": 18773 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 13, + "IoU": 0.0, + "TN": 175219, + "TP": 0, + "n_pred": 13, + "n_ref": 0 + }, + "7": { + "Dice": 0.8847989093387867, + "FN": 130, + "FP": 208, + "IoU": 0.793398533007335, + "TN": 173596, + "TP": 1298, + "n_pred": 1506, + "n_ref": 1428 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0226.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0226.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 156, + "IoU": 0.0, + "TN": 175076, + "TP": 0, + "n_pred": 156, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 77, + "IoU": 0.0, + "TN": 175155, + "TP": 0, + "n_pred": 77, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0239.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0239.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1099, + "IoU": 0.0, + "TN": 174133, + "TP": 0, + "n_pred": 1099, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0259.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0259.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.7206993628685732, + "FN": 1004, + "FP": 881, + "IoU": 0.5633541811443131, + "TN": 346147, + "TP": 2432, + "n_pred": 3313, + "n_ref": 3436 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9549914286756392, + "FN": 1349, + "FP": 1119, + "IoU": 0.9138599001780042, + "TN": 321813, + "TP": 26183, + "n_pred": 27302, + "n_ref": 27532 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9734924401881777, + "FN": 1528, + "FP": 1633, + "IoU": 0.9483538926558288, + "TN": 289259, + "TP": 58044, + "n_pred": 59677, + "n_ref": 59572 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9270696452036794, + "FN": 143, + "FP": 79, + "IoU": 0.8640538885486834, + "TN": 348831, + "TP": 1411, + "n_pred": 1490, + "n_ref": 1554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0282.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0282.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9475064633369553, + "FN": 1077, + "FP": 1725, + "IoU": 0.900249199003204, + "TN": 147142, + "TP": 25288, + "n_pred": 27013, + "n_ref": 26365 + }, + "15": { + "Dice": 0.7818768190041689, + "FN": 12110, + "FP": 4528, + "IoU": 0.6418700761978561, + "TN": 128774, + "TP": 29820, + "n_pred": 34348, + "n_ref": 41930 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 13, + "IoU": 0.0, + "TN": 175219, + "TP": 0, + "n_pred": 13, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0321.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0321.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8169144981412639, + "FN": 2490, + "FP": 1450, + "IoU": 0.6904948939512962, + "TN": 162502, + "TP": 8790, + "n_pred": 10240, + "n_ref": 11280 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7329243353783231, + "FN": 1554, + "FP": 405, + "IoU": 0.5784377017430601, + "TN": 170585, + "TP": 2688, + "n_pred": 3093, + "n_ref": 4242 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 16, + "IoU": 0.0, + "TN": 175216, + "TP": 0, + "n_pred": 16, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9221345270349864, + "FN": 1721, + "FP": 262, + "IoU": 0.8555191256830601, + "TN": 161507, + "TP": 11742, + "n_pred": 12004, + "n_ref": 13463 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 5084, + "IoU": 0.0, + "TN": 170148, + "TP": 0, + "n_pred": 5084, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.44108527131782943, + "FN": 22, + "FP": 1420, + "IoU": 0.28294380905022376, + "TN": 173221, + "TP": 569, + "n_pred": 1989, + "n_ref": 591 + }, + "7": { + "Dice": 0.7434056069603646, + "FN": 10847, + "FP": 301, + "IoU": 0.5916034729091109, + "TN": 147935, + "TP": 16149, + "n_pred": 16450, + "n_ref": 26996 + }, + "8": { + "Dice": 0.9562015366639521, + "FN": 492, + "FP": 745, + "IoU": 0.916078697421981, + "TN": 160492, + "TP": 13503, + "n_pred": 14248, + "n_ref": 13995 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0332.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0332.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.6170397877984085, + "FN": 30143, + "FP": 5951, + "IoU": 0.4461732032161051, + "TN": 110060, + "TP": 29078, + "n_pred": 35029, + "n_ref": 59221 + }, + "15": { + "Dice": 0.2958294717330862, + "FN": 9095, + "FP": 9900, + "IoU": 0.1735914726995867, + "TN": 152247, + "TP": 3990, + "n_pred": 13890, + "n_ref": 13085 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 175230, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0351.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0351.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7250294373624123, + "FN": 26117, + "FP": 738, + "IoU": 0.56866366848699, + "TN": 112972, + "TP": 35405, + "n_pred": 36143, + "n_ref": 61522 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1382, + "IoU": 0.0, + "TN": 173850, + "TP": 0, + "n_pred": 1382, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 8894, + "IoU": 0.0, + "TN": 166338, + "TP": 0, + "n_pred": 8894, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0402.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0402.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1801, + "IoU": 0.0, + "TN": 348663, + "TP": 0, + "n_pred": 1801, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 708, + "IoU": 0.0, + "TN": 349756, + "TP": 0, + "n_pred": 708, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9888484495559762, + "FN": 1180, + "FP": 352, + "IoU": 0.977942870306381, + "TN": 281008, + "TP": 67924, + "n_pred": 68276, + "n_ref": 69104 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0404.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0404.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": 0.32336417112527954, + "FN": 668.1190476190476, + "FP": 427.9619047619047, + "IoU": 0.27700172675506807, + "TN": 172407.30476190476, + "TP": 1728.6142857142854, + "n_pred": 2156.5761904761903, + "n_ref": 2396.733333333334 + }, + "mean": { + "1": { + "Dice": 0.0, + "FN": 0.0, + "FP": 211.57142857142858, + "IoU": 0.0, + "TN": 175020.42857142858, + "TP": 0.0, + "n_pred": 211.57142857142858, + "n_ref": 0.0 + }, + "10": { + "Dice": 0.34413231133095096, + "FN": 1134.142857142857, + "FP": 915.0714285714286, + "IoU": 0.24900553687993784, + "TN": 171238.0, + "TP": 1944.7857142857142, + "n_pred": 2859.8571428571427, + "n_ref": 3078.9285714285716 + }, + "11": { + "Dice": 0.0, + "FN": 0.0, + "FP": 4.571428571428571, + "IoU": 0.0, + "TN": 175227.42857142858, + "TP": 0.0, + "n_pred": 4.571428571428571, + "n_ref": 0.0 + }, + "12": { + "Dice": 0.42456558274906187, + "FN": 460.5, + "FP": 58.714285714285715, + "IoU": 0.3027099522447101, + "TN": 174479.92857142858, + "TP": 232.85714285714286, + "n_pred": 291.57142857142856, + "n_ref": 693.3571428571429 + }, + "13": { + "Dice": 0.05401938803292312, + "FN": 543.7857142857143, + "FP": 1283.2142857142858, + "IoU": 0.029946726673881825, + "TN": 173331.92857142858, + "TP": 73.07142857142857, + "n_pred": 1356.2857142857142, + "n_ref": 616.8571428571429 + }, + "14": { + "Dice": 0.3821730594986409, + "FN": 279.0, + "FP": 166.92857142857142, + "IoU": 0.3092881148793156, + "TN": 174063.0, + "TP": 723.0714285714286, + "n_pred": 890.0, + "n_ref": 1002.0714285714286 + }, + "15": { + "Dice": 0.0, + "FN": 0.0, + "FP": 2239.8571428571427, + "IoU": 0.0, + "TN": 172992.14285714287, + "TP": 0.0, + "n_pred": 2239.8571428571427, + "n_ref": 0.0 + }, + "2": { + "Dice": 0.0, + "FN": 0.0, + "FP": 4.0, + "IoU": 0.0, + "TN": 175228.0, + "TP": 0.0, + "n_pred": 4.0, + "n_ref": 0.0 + }, + "3": { + "Dice": 0.9389269104070989, + "FN": 44.857142857142854, + "FP": 43.214285714285715, + "IoU": 0.8858404466210255, + "TN": 174203.35714285713, + "TP": 940.5714285714286, + "n_pred": 983.7857142857143, + "n_ref": 985.4285714285714 + }, + "4": { + "Dice": 0.46057795219407777, + "FN": 75.0, + "FP": 57.0, + "IoU": 0.4269179894179894, + "TN": 174362.2857142857, + "TP": 737.7142857142857, + "n_pred": 794.7142857142857, + "n_ref": 812.7142857142857 + }, + "5": { + "Dice": 0.0, + "FN": 510.7857142857143, + "FP": 60.5, + "IoU": 0.0, + "TN": 174660.7142857143, + "TP": 0.0, + "n_pred": 60.5, + "n_ref": 510.7857142857143 + }, + "6": { + "Dice": 0.8391075371988418, + "FN": 1553.5714285714287, + "FP": 694.0714285714286, + "IoU": 0.7615222304610466, + "TN": 162245.64285714287, + "TP": 10738.714285714286, + "n_pred": 11432.785714285714, + "n_ref": 12292.285714285714 + }, + "7": { + "Dice": 0.40507212254790065, + "FN": 4307.357142857143, + "FP": 420.0, + "IoU": 0.3030759323850876, + "TN": 165488.57142857142, + "TP": 5016.071428571428, + "n_pred": 5436.071428571428, + "n_ref": 9323.42857142857 + }, + "8": { + "Dice": 0.9012422372888583, + "FN": 676.1428571428571, + "FP": 143.5, + "IoU": 0.8280235290210524, + "TN": 168975.0, + "TP": 5437.357142857143, + "n_pred": 5580.857142857143, + "n_ref": 6113.5 + }, + "9": { + "Dice": 0.10064546563083901, + "FN": 436.64285714285717, + "FP": 117.21428571428571, + "IoU": 0.05869544274197433, + "TN": 174593.14285714287, + "TP": 85.0, + "n_pred": 202.21428571428572, + "n_ref": 521.6428571428571 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0054.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0054.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1300, + "IoU": 0.0, + "TN": 173932, + "TP": 0, + "n_pred": 1300, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7882462109495825, + "FN": 6949, + "FP": 3320, + "IoU": 0.6505003063099857, + "TN": 145850, + "TP": 19113, + "n_pred": 22433, + "n_ref": 26062 + }, + "7": { + "Dice": 0.7724166412649092, + "FN": 22262, + "FP": 883, + "IoU": 0.6292172631444042, + "TN": 112810, + "TP": 39277, + "n_pred": 40160, + "n_ref": 61539 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0072.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0072.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9260851853528267, + "FN": 988, + "FP": 645, + "IoU": 0.8623451066340724, + "TN": 163369, + "TP": 10230, + "n_pred": 10875, + "n_ref": 11218 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0075.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0075.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.5660158515368259, + "FN": 1697, + "FP": 548, + "IoU": 0.394715556753842, + "TN": 171523, + "TP": 1464, + "n_pred": 2012, + "n_ref": 3161 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 488, + "FP": 24, + "IoU": 0.0, + "TN": 174720, + "TP": 0, + "n_pred": 24, + "n_ref": 488 + }, + "13": { + "Dice": 0.050869377784164393, + "FN": 5701, + "FP": 904, + "IoU": 0.02609849601887349, + "TN": 168450, + "TP": 177, + "n_pred": 1081, + "n_ref": 5878 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9103647228518442, + "FN": 230, + "FP": 205, + "IoU": 0.8354765506807866, + "TN": 172588, + "TP": 2209, + "n_pred": 2414, + "n_ref": 2439 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.2641509433962264, + "FN": 165, + "FP": 264, + "IoU": 0.15217391304347827, + "TN": 174726, + "TP": 77, + "n_pred": 341, + "n_ref": 242 + }, + "8": { + "Dice": 0.8066834804539723, + "FN": 5454, + "FP": 678, + "IoU": 0.6760012680967981, + "TN": 156306, + "TP": 12794, + "n_pred": 13472, + "n_ref": 18248 + }, + "9": { + "Dice": 0.03305785123966942, + "FN": 2663, + "FP": 28, + "IoU": 0.01680672268907563, + "TN": 172495, + "TP": 46, + "n_pred": 74, + "n_ref": 2709 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0076.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0076.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0105.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0105.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0127.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0127.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 82, + "IoU": 0.0, + "TN": 175150, + "TP": 0, + "n_pred": 82, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 3138, + "IoU": 0.0, + "TN": 172094, + "TP": 0, + "n_pred": 3138, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 64, + "IoU": 0.0, + "TN": 175168, + "TP": 0, + "n_pred": 64, + "n_ref": 0 + }, + "12": { + "Dice": 0.72, + "FN": 35, + "FP": 77, + "IoU": 0.5625, + "TN": 174976, + "TP": 144, + "n_pred": 221, + "n_ref": 179 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 6951, + "IoU": 0.0, + "TN": 168281, + "TP": 0, + "n_pred": 6951, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 175225, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 7151, + "FP": 0, + "IoU": 0.0, + "TN": 168081, + "TP": 0, + "n_pred": 0, + "n_ref": 7151 + }, + "6": { + "Dice": 0.3864240236627062, + "FN": 7350, + "FP": 4889, + "IoU": 0.23948300503324427, + "TN": 159139, + "TP": 3854, + "n_pred": 8743, + "n_ref": 11204 + }, + "7": { + "Dice": 0.2602629656683711, + "FN": 19272, + "FP": 982, + "IoU": 0.14959902590586555, + "TN": 151415, + "TP": 3563, + "n_pred": 4545, + "n_ref": 22835 + }, + "8": { + "Dice": 0.9566770224320555, + "FN": 1174, + "FP": 597, + "IoU": 0.9169519343493552, + "TN": 153907, + "TP": 19554, + "n_pred": 20151, + "n_ref": 20728 + }, + "9": { + "Dice": 0.3310624728221481, + "FN": 3424, + "FP": 1191, + "IoU": 0.19836720514156678, + "TN": 169475, + "TP": 1142, + "n_pred": 2333, + "n_ref": 4566 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0171.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0171.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 11, + "IoU": 0.0, + "TN": 175221, + "TP": 0, + "n_pred": 11, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.2542301184433164, + "FN": 686, + "FP": 2840, + "IoU": 0.14562636297552703, + "TN": 171105, + "TP": 601, + "n_pred": 3441, + "n_ref": 1287 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 175231, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9211559043881555, + "FN": 1050, + "FP": 718, + "IoU": 0.8538359788359788, + "TN": 163136, + "TP": 10328, + "n_pred": 11046, + "n_ref": 11378 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.980335217736949, + "FN": 3373, + "FP": 189, + "IoU": 0.9614289272217349, + "TN": 82883, + "TP": 88787, + "n_pred": 88976, + "n_ref": 92160 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 175226, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0179.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0179.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 540, + "IoU": 0.0, + "TN": 174692, + "TP": 0, + "n_pred": 540, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1398, + "IoU": 0.0, + "TN": 173834, + "TP": 0, + "n_pred": 1398, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9429676775240234, + "FN": 1761, + "FP": 67, + "IoU": 0.8920897284533649, + "TN": 158292, + "TP": 15112, + "n_pred": 15179, + "n_ref": 16873 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 253, + "IoU": 0.0, + "TN": 174979, + "TP": 0, + "n_pred": 253, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 348, + "IoU": 0.0, + "TN": 174884, + "TP": 0, + "n_pred": 348, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0188.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0188.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.5635434412265758, + "FN": 1113, + "FP": 168, + "IoU": 0.392314990512334, + "TN": 173124, + "TP": 827, + "n_pred": 995, + "n_ref": 1940 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.46196006785854105, + "FN": 3991, + "FP": 132, + "IoU": 0.3003563549974546, + "TN": 169339, + "TP": 1770, + "n_pred": 1902, + "n_ref": 5761 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 96, + "IoU": 0.0, + "TN": 175136, + "TP": 0, + "n_pred": 96, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9687846138354647, + "FN": 367, + "FP": 253, + "IoU": 0.9394590372033981, + "TN": 164991, + "TP": 9621, + "n_pred": 9874, + "n_ref": 9988 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 847, + "IoU": 0.0, + "TN": 174385, + "TP": 0, + "n_pred": 847, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.8164973769393905, + "FN": 3216, + "FP": 72, + "IoU": 0.6898990851645761, + "TN": 164629, + "TP": 7315, + "n_pred": 7387, + "n_ref": 10531 + }, + "8": { + "Dice": 0.9660799626996154, + "FN": 1099, + "FP": 65, + "IoU": 0.9343855693348365, + "TN": 157492, + "TP": 16576, + "n_pred": 16641, + "n_ref": 17675 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0214.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0214.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0281.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0281.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.7643461189972818, + "FN": 3906, + "FP": 2336, + "IoU": 0.6185762297586312, + "TN": 158867, + "TP": 10123, + "n_pred": 12459, + "n_ref": 14029 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 31358, + "IoU": 0.0, + "TN": 143874, + "TP": 0, + "n_pred": 31358, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0349.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0349.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1040, + "IoU": 0.0, + "TN": 174192, + "TP": 0, + "n_pred": 1040, + "n_ref": 0 + }, + "10": { + "Dice": 0.7572254335260116, + "FN": 6605, + "FP": 8935, + "IoU": 0.6093023255813953, + "TN": 135457, + "TP": 24235, + "n_pred": 33170, + "n_ref": 30840 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.07303622000298107, + "FN": 563, + "FP": 5656, + "IoU": 0.037902227722772276, + "TN": 168768, + "TP": 245, + "n_pred": 5901, + "n_ref": 808 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 80, + "IoU": 0.0, + "TN": 175152, + "TP": 0, + "n_pred": 80, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8878650904033379, + "FN": 935, + "FP": 355, + "IoU": 0.7983429732687197, + "TN": 168835, + "TP": 5107, + "n_pred": 5462, + "n_ref": 6042 + }, + "7": { + "Dice": 0.6816531981920285, + "FN": 15174, + "FP": 3420, + "IoU": 0.5170515051557102, + "TN": 136731, + "TP": 19907, + "n_pred": 23327, + "n_ref": 35081 + }, + "8": { + "Dice": 0.8181818181818182, + "FN": 27, + "FP": 45, + "IoU": 0.6923076923076923, + "TN": 174998, + "TP": 162, + "n_pred": 207, + "n_ref": 189 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0358.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0358.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.17800914169629253, + "FN": 6463, + "FP": 11, + "IoU": 0.09770034843205574, + "TN": 168057, + "TP": 701, + "n_pred": 712, + "n_ref": 7164 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5163022631377062, + "FN": 1933, + "FP": 589, + "IoU": 0.34798345398138575, + "TN": 171364, + "TP": 1346, + "n_pred": 1935, + "n_ref": 3279 + }, + "13": { + "Dice": 0.0, + "FN": 663, + "FP": 120, + "IoU": 0.0, + "TN": 174449, + "TP": 0, + "n_pred": 120, + "n_ref": 663 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 49, + "IoU": 0.0, + "TN": 175183, + "TP": 0, + "n_pred": 49, + "n_ref": 0 + }, + "3": { + "Dice": 0.9376313945339874, + "FN": 31, + "FP": 147, + "IoU": 0.8825857519788918, + "TN": 173716, + "TP": 1338, + "n_pred": 1485, + "n_ref": 1369 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9618293547624674, + "FN": 394, + "FP": 252, + "IoU": 0.9264655663062038, + "TN": 166447, + "TP": 8139, + "n_pred": 8391, + "n_ref": 8533 + }, + "7": { + "Dice": 0.44559585492227977, + "FN": 214, + "FP": 0, + "IoU": 0.2866666666666667, + "TN": 174932, + "TP": 86, + "n_pred": 86, + "n_ref": 300 + }, + "8": { + "Dice": 0.9585889026768304, + "FN": 1712, + "FP": 624, + "IoU": 0.9204711810165799, + "TN": 145859, + "TP": 27037, + "n_pred": 27661, + "n_ref": 28749 + }, + "9": { + "Dice": 0.038461538461538464, + "FN": 26, + "FP": 74, + "IoU": 0.0196078431372549, + "TN": 175130, + "TP": 2, + "n_pred": 76, + "n_ref": 28 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0378.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651083/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0378.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": NaN, + "FN": 896.5893333333331, + "FP": 630.7293968253969, + "IoU": NaN, + "TN": 190024.4704761905, + "TP": 2872.286984126984, + "n_pred": 3503.0163809523815, + "n_ref": 3768.8763174603178 + }, + "mean": { + "1": { + "Dice": 0.28050519736575186, + "FN": 1702.6961904761906, + "FP": 425.89047619047614, + "IoU": 0.23648704158464345, + "TN": 190202.22095238097, + "TP": 2093.2685714285712, + "n_pred": 2519.1590476190477, + "n_ref": 3795.964761904762 + }, + "10": { + "Dice": 0.37493126590161624, + "FN": 1241.530476190476, + "FP": 1024.9199999999998, + "IoU": 0.2744195561498849, + "TN": 190385.86476190476, + "TP": 1771.7609523809526, + "n_pred": 2796.6809523809525, + "n_ref": 3013.2914285714287 + }, + "11": { + "Dice": 0.3287177876849706, + "FN": 118.51809523809524, + "FP": 84.1704761904762, + "IoU": 0.24587442366044096, + "TN": 194072.62476190476, + "TP": 148.76285714285714, + "n_pred": 232.93333333333334, + "n_ref": 267.2809523809524 + }, + "12": { + "Dice": 0.2345752689651675, + "FN": 207.37142857142857, + "FP": 46.79619047619048, + "IoU": 0.16410020480209644, + "TN": 194047.21238095238, + "TP": 122.69619047619048, + "n_pred": 169.49238095238096, + "n_ref": 330.0676190476191 + }, + "13": { + "Dice": 0.17481748573716147, + "FN": 1092.0761904761907, + "FP": 484.53809523809525, + "IoU": 0.12993020051114776, + "TN": 192199.0819047619, + "TP": 648.38, + "n_pred": 1132.9180952380952, + "n_ref": 1740.4561904761904 + }, + "14": { + "Dice": 0.5422095380328419, + "FN": 796.0028571428571, + "FP": 778.8580952380953, + "IoU": 0.4617602603278276, + "TN": 189185.4495238095, + "TP": 3663.7657142857142, + "n_pred": 4442.6238095238095, + "n_ref": 4459.768571428571 + }, + "15": { + "Dice": 0.37915665125084624, + "FN": 1761.5257142857142, + "FP": 848.9914285714285, + "IoU": 0.2997658742610367, + "TN": 190788.6780952381, + "TP": 1024.8809523809523, + "n_pred": 1873.872380952381, + "n_ref": 2786.4066666666668 + }, + "2": { + "Dice": 0.2881994950188771, + "FN": 1061.2104761904761, + "FP": 381.0209523809524, + "IoU": 0.25076185648542776, + "TN": 191493.63428571427, + "TP": 1488.2104761904761, + "n_pred": 1869.2314285714285, + "n_ref": 2549.4209523809523 + }, + "3": { + "Dice": 0.5839788045864955, + "FN": 900.187619047619, + "FP": 941.3371428571429, + "IoU": 0.5315939740826977, + "TN": 187259.13523809524, + "TP": 5323.41619047619, + "n_pred": 6264.753333333333, + "n_ref": 6223.603809523809 + }, + "4": { + "Dice": NaN, + "FN": 313.0695238095238, + "FP": 380.1695238095238, + "IoU": NaN, + "TN": 192046.41523809521, + "TP": 1684.421904761905, + "n_pred": 2064.591428571429, + "n_ref": 1997.4914285714287 + }, + "5": { + "Dice": NaN, + "FN": 451.8257142857143, + "FP": 43.32857142857143, + "IoU": NaN, + "TN": 193795.5095238095, + "TP": 133.41238095238094, + "n_pred": 176.74095238095236, + "n_ref": 585.2380952380952 + }, + "6": { + "Dice": 0.6486135471916037, + "FN": 1133.0714285714287, + "FP": 2572.9057142857146, + "IoU": 0.5928994805046438, + "TN": 173171.92095238093, + "TP": 17546.178095238098, + "n_pred": 20119.083809523807, + "n_ref": 18679.24952380952 + }, + "7": { + "Dice": 0.34565145826268556, + "FN": 1708.5400000000002, + "FP": 887.8466666666667, + "IoU": 0.27360007809348147, + "TN": 189476.05333333332, + "TP": 2351.6361904761907, + "n_pred": 3239.4828571428566, + "n_ref": 4060.1761904761906 + }, + "8": { + "Dice": 0.8662589671827734, + "FN": 358.31142857142856, + "FP": 195.27714285714288, + "IoU": 0.7999564939449553, + "TN": 190445.3161904762, + "TP": 3425.171428571429, + "n_pred": 3620.4485714285715, + "n_ref": 3783.4828571428575 + }, + "9": { + "Dice": 0.5468531379321229, + "FN": 602.9028571428571, + "FP": 364.8904761904762, + "IoU": 0.44264584240481036, + "TN": 191797.93999999997, + "TP": 1658.3428571428572, + "n_pred": 2023.2333333333336, + "n_ref": 2261.2457142857143 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/loop_002/summary.json b/nnActive_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/loop_002/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..102d503e8853542f3c7cde231ce88ac1efcf2648 --- /dev/null +++ b/nnActive_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/loop_002/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.6272328560107235, + "FN": 48403.302666666656, + "FP": 37962.71466666666, + "IoU": 0.4998320553057281, + "TN": 96232407.59466666, + "TP": 138187.22799999997, + "n_pred": 176149.94266666664, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.7401389278860876, + "FN": 54429.8, + "FP": 42076.46, + "IoU": 0.6184043992543775, + "TN": 96220596.24, + "TP": 139858.34, + "n_pred": 181934.8, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.5891861447572259, + "FN": 27252.34, + "FP": 34605.04, + "IoU": 0.44444518535702826, + "TN": 96348133.24, + "TP": 46970.22, + "n_pred": 81575.26, + "n_ref": 74222.56 + }, + "11": { + "Dice": 0.6052364586463181, + "FN": 1627.32, + "FP": 706.1, + "IoU": 0.4628560862516893, + "TN": 96452554.36, + "TP": 2073.06, + "n_pred": 2779.16, + "n_ref": 3700.38 + }, + "12": { + "Dice": 0.4040298865373413, + "FN": 2886.0, + "FP": 349.12, + "IoU": 0.2853180438608155, + "TN": 96452375.06, + "TP": 1350.66, + "n_pred": 1699.78, + "n_ref": 4236.66 + }, + "13": { + "Dice": 0.43615753943653734, + "FN": 37116.02, + "FP": 11618.82, + "IoU": 0.2985624755321055, + "TN": 96387483.88, + "TP": 20742.12, + "n_pred": 32360.94, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.6571993080355268, + "FN": 47834.0, + "FP": 37738.5, + "IoU": 0.5444142493287454, + "TN": 96280864.2, + "TP": 90524.14, + "n_pred": 128262.64, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.5457294259352604, + "FN": 27392.34, + "FP": 11891.34, + "IoU": 0.41671783537896756, + "TN": 96391022.46, + "TP": 26654.7, + "n_pred": 38546.04, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.6395689342085202, + "FN": 75259.76, + "FP": 10330.14, + "IoU": 0.4967729855523412, + "TN": 96289789.0, + "TP": 81581.94, + "n_pred": 91912.08, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.7376464497871208, + "FN": 23440.62, + "FP": 75269.82, + "IoU": 0.5948119457591587, + "TN": 96218288.44, + "TP": 139961.96, + "n_pred": 215231.78, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.6013685784664711, + "FN": 8523.4, + "FP": 12288.64, + "IoU": 0.48578448155389653, + "TN": 96418094.7, + "TP": 18054.1, + "n_pred": 30342.74, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.4673464800144202, + "FN": 12011.22, + "FP": 1301.74, + "IoU": 0.337023745030154, + "TN": 96438506.94, + "TP": 5140.94, + "n_pred": 6442.68, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.862404919523477, + "FN": 138857.32, + "FP": 257449.38, + "IoU": 0.7713292043274111, + "TN": 94840287.84, + "TP": 1220366.3, + "n_pred": 1477815.68, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.5347290657496849, + "FN": 202107.84, + "FP": 51145.54, + "IoU": 0.3963971684051697, + "TN": 96066890.64, + "TP": 136816.82, + "n_pred": 187962.36, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.7970355524493382, + "FN": 48221.34, + "FP": 11101.54, + "IoU": 0.6827666274680252, + "TN": 96313490.12, + "TP": 84147.84, + "n_pred": 95249.38, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.790715168727525, + "FN": 19090.22, + "FP": 11568.54, + "IoU": 0.6618763965260358, + "TN": 96367736.8, + "TP": 58565.28, + "n_pred": 70133.82, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.8550690777689516, + "FN": 10343, + "FP": 17572, + "IoU": 0.7468302769766556, + "TN": 119483058, + "TP": 82347, + "n_pred": 99919, + "n_ref": 92690 + }, + "10": { + "Dice": 0.6179596519969955, + "FN": 23093, + "FP": 41502, + "IoU": 0.4471357532288573, + "TN": 119476483, + "TP": 52242, + "n_pred": 93744, + "n_ref": 75335 + }, + "11": { + "Dice": 0.701341726022859, + "FN": 1429, + "FP": 374, + "IoU": 0.5400510204081632, + "TN": 119589400, + "TP": 2117, + "n_pred": 2491, + "n_ref": 3546 + }, + "12": { + "Dice": 0.4081507583882335, + "FN": 3133, + "FP": 730, + "IoU": 0.25640038498556306, + "TN": 119588125, + "TP": 1332, + "n_pred": 2062, + "n_ref": 4465 + }, + "13": { + "Dice": 0.39072122105104085, + "FN": 37244, + "FP": 11137, + "IoU": 0.24279275049300403, + "TN": 119529426, + "TP": 15513, + "n_pred": 26650, + "n_ref": 52757 + }, + "14": { + "Dice": 0.45313682291270985, + "FN": 172927, + "FP": 7032, + "IoU": 0.2929391749863467, + "TN": 119338803, + "TP": 74558, + "n_pred": 81590, + "n_ref": 247485 + }, + "15": { + "Dice": 0.0, + "FN": 32863, + "FP": 132076, + "IoU": 0.0, + "TN": 119428381, + "TP": 0, + "n_pred": 132076, + "n_ref": 32863 + }, + "2": { + "Dice": 0.8167066714891659, + "FN": 41444, + "FP": 3152, + "IoU": 0.6901979854116013, + "TN": 119449370, + "TP": 99354, + "n_pred": 102506, + "n_ref": 140798 + }, + "3": { + "Dice": 0.8202118073484596, + "FN": 8355, + "FP": 62675, + "IoU": 0.6952195423358635, + "TN": 119360267, + "TP": 162023, + "n_pred": 224698, + "n_ref": 170378 + }, + "4": { + "Dice": 0.7787271249098802, + "FN": 26938, + "FP": 1912, + "IoU": 0.6376356511254019, + "TN": 119513704, + "TP": 50766, + "n_pred": 52678, + "n_ref": 77704 + }, + "5": { + "Dice": 0.0006858808567795036, + "FN": 64240, + "FP": 5695, + "IoU": 0.00034305807687359737, + "TN": 119523361, + "TP": 24, + "n_pred": 5719, + "n_ref": 64264 + }, + "6": { + "Dice": 0.90843963027491, + "FN": 175863, + "FP": 26938, + "IoU": 0.8322394761397401, + "TN": 118384448, + "TP": 1006071, + "n_pred": 1033009, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 52473, + "IoU": 0.0, + "TN": 119540847, + "TP": 0, + "n_pred": 52473, + "n_ref": 0 + }, + "8": { + "Dice": 0.5502902923931934, + "FN": 171249, + "FP": 17129, + "IoU": 0.37958654032993777, + "TN": 119289687, + "TP": 115255, + "n_pred": 132384, + "n_ref": 286504 + }, + "9": { + "Dice": 0.7819093046285027, + "FN": 24815, + "FP": 4036, + "IoU": 0.6419138637209879, + "TN": 119512750, + "TP": 51719, + "n_pred": 55755, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8600280921155308, + "FN": 20489, + "FP": 34220, + "IoU": 0.7544291979190513, + "TN": 72602877, + "TP": 168074, + "n_pred": 202294, + "n_ref": 188563 + }, + "10": { + "Dice": 0.5577271832836075, + "FN": 16016, + "FP": 67145, + "IoU": 0.38670019764594826, + "TN": 72690064, + "TP": 52435, + "n_pred": 119580, + "n_ref": 68451 + }, + "11": { + "Dice": 0.61211477151966, + "FN": 1095, + "FP": 365, + "IoU": 0.44104134762633995, + "TN": 72823048, + "TP": 1152, + "n_pred": 1517, + "n_ref": 2247 + }, + "12": { + "Dice": 0.6324859974149074, + "FN": 1406, + "FP": 300, + "IoU": 0.46250787649653435, + "TN": 72822486, + "TP": 1468, + "n_pred": 1768, + "n_ref": 2874 + }, + "13": { + "Dice": 0.5617337282975396, + "FN": 22876, + "FP": 19734, + "IoU": 0.39056309624268776, + "TN": 72755743, + "TP": 27307, + "n_pred": 47041, + "n_ref": 50183 + }, + "14": { + "Dice": 0.8094902486366577, + "FN": 6825, + "FP": 26153, + "IoU": 0.6799526402111781, + "TN": 72722619, + "TP": 70063, + "n_pred": 96216, + "n_ref": 76888 + }, + "15": { + "Dice": 0.5511396284236736, + "FN": 19461, + "FP": 18035, + "IoU": 0.38039526736730783, + "TN": 72765144, + "TP": 23020, + "n_pred": 41055, + "n_ref": 42481 + }, + "2": { + "Dice": 0.7564560310658093, + "FN": 51202, + "FP": 3299, + "IoU": 0.6083066220120452, + "TN": 72686518, + "TP": 84641, + "n_pred": 87940, + "n_ref": 135843 + }, + "3": { + "Dice": 0.8176771292981434, + "FN": 4383, + "FP": 50364, + "IoU": 0.6915853102061281, + "TN": 72648149, + "TP": 122764, + "n_pred": 173128, + "n_ref": 127147 + }, + "4": { + "Dice": 0.822076195247914, + "FN": 5680, + "FP": 3553, + "IoU": 0.6979026927984818, + "TN": 72795097, + "TP": 21330, + "n_pred": 24883, + "n_ref": 27010 + }, + "5": { + "Dice": 0.45248868778280543, + "FN": 6089, + "FP": 82, + "IoU": 0.29239766081871343, + "TN": 72816939, + "TP": 2550, + "n_pred": 2632, + "n_ref": 8639 + }, + "6": { + "Dice": 0.9254309169645726, + "FN": 85969, + "FP": 94818, + "IoU": 0.8612111883494996, + "TN": 71523055, + "TP": 1121818, + "n_pred": 1216636, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.6339060010151951, + "FN": 113373, + "FP": 31594, + "IoU": 0.4640280987152232, + "TN": 72555185, + "TP": 125508, + "n_pred": 157102, + "n_ref": 238881 + }, + "8": { + "Dice": 0.9133202235561996, + "FN": 5247, + "FP": 4803, + "IoU": 0.8404685937425592, + "TN": 72762663, + "TP": 52947, + "n_pred": 57750, + "n_ref": 58194 + }, + "9": { + "Dice": 0.8374958203657501, + "FN": 12863, + "FP": 12409, + "IoU": 0.7204239219417218, + "TN": 72735266, + "TP": 65122, + "n_pred": 77531, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8625239757829386, + "FN": 47340, + "FP": 20464, + "IoU": 0.758278818559384, + "TN": 71528983, + "TP": 212701, + "n_pred": 233165, + "n_ref": 260041 + }, + "10": { + "Dice": 0.7707397001044269, + "FN": 26923, + "FP": 12814, + "IoU": 0.6269947058160928, + "TN": 71702956, + "TP": 66795, + "n_pred": 79609, + "n_ref": 93718 + }, + "11": { + "Dice": 0.5916561314791403, + "FN": 1731, + "FP": 530, + "IoU": 0.42010771992818674, + "TN": 71805589, + "TP": 1638, + "n_pred": 2168, + "n_ref": 3369 + }, + "12": { + "Dice": 0.08920323325635104, + "FN": 6200, + "FP": 110, + "IoU": 0.046683789092007856, + "TN": 71802869, + "TP": 309, + "n_pred": 419, + "n_ref": 6509 + }, + "13": { + "Dice": 0.5459253054253108, + "FN": 38810, + "FP": 2929, + "IoU": 0.37544515935956907, + "TN": 71742658, + "TP": 25091, + "n_pred": 28020, + "n_ref": 63901 + }, + "14": { + "Dice": 0.7255617686336445, + "FN": 224707, + "FP": 320, + "IoU": 0.5693188973589975, + "TN": 71286997, + "TP": 297464, + "n_pred": 297784, + "n_ref": 522171 + }, + "15": { + "Dice": 0.31888316047362475, + "FN": 146366, + "FP": 147, + "IoU": 0.18968530501631548, + "TN": 71628678, + "TP": 34297, + "n_pred": 34444, + "n_ref": 180663 + }, + "2": { + "Dice": 0.44588173316155416, + "FN": 104132, + "FP": 2103, + "IoU": 0.2869033474965934, + "TN": 71660511, + "TP": 42742, + "n_pred": 44845, + "n_ref": 146874 + }, + "3": { + "Dice": 0.7350975753372128, + "FN": 9593, + "FP": 116824, + "IoU": 0.5811496294136552, + "TN": 71507669, + "TP": 175402, + "n_pred": 292226, + "n_ref": 184995 + }, + "4": { + "Dice": 0.7108548426578182, + "FN": 907, + "FP": 9724, + "IoU": 0.5514156715473226, + "TN": 71785789, + "TP": 13068, + "n_pred": 22792, + "n_ref": 13975 + }, + "5": { + "Dice": 0.6829856505486555, + "FN": 4679, + "FP": 579, + "IoU": 0.5185863394982604, + "TN": 71798566, + "TP": 5664, + "n_pred": 6243, + "n_ref": 10343 + }, + "6": { + "Dice": 0.9037263638916933, + "FN": 57653, + "FP": 196003, + "IoU": 0.8243620334607858, + "TN": 70365290, + "TP": 1190542, + "n_pred": 1386545, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.8493040759290518, + "FN": 50982, + "FP": 14370, + "IoU": 0.7380786341228809, + "TN": 71559978, + "TP": 184158, + "n_pred": 198528, + "n_ref": 235140 + }, + "8": { + "Dice": 0.9021776169014447, + "FN": 11074, + "FP": 4141, + "IoU": 0.8217883245877061, + "TN": 71724112, + "TP": 70161, + "n_pred": 74302, + "n_ref": 81235 + }, + "9": { + "Dice": 0.8588550962754578, + "FN": 15496, + "FP": 8386, + "IoU": 0.7526258001698742, + "TN": 71712946, + "TP": 72660, + "n_pred": 81046, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8495369049163316, + "FN": 50467, + "FP": 7529, + "IoU": 0.7384303838573355, + "TN": 135223787, + "TP": 163727, + "n_pred": 171256, + "n_ref": 214194 + }, + "10": { + "Dice": 0.7526638884036633, + "FN": 24812, + "FP": 14834, + "IoU": 0.6034170592883794, + "TN": 135345541, + "TP": 60323, + "n_pred": 75157, + "n_ref": 85135 + }, + "11": { + "Dice": 0.5225086571758368, + "FN": 2189, + "FP": 293, + "IoU": 0.3536458333333333, + "TN": 135441670, + "TP": 1358, + "n_pred": 1651, + "n_ref": 3547 + }, + "12": { + "Dice": 0.5821737495298984, + "FN": 3186, + "FP": 147, + "IoU": 0.4106100795755968, + "TN": 135439855, + "TP": 2322, + "n_pred": 2469, + "n_ref": 5508 + }, + "13": { + "Dice": 0.5921236514058918, + "FN": 19388, + "FP": 9798, + "IoU": 0.42057930158225965, + "TN": 135395139, + "TP": 21185, + "n_pred": 30983, + "n_ref": 40573 + }, + "14": { + "Dice": 0.8942478777589135, + "FN": 11337, + "FP": 19807, + "IoU": 0.8087236368549705, + "TN": 135282688, + "TP": 131678, + "n_pred": 151485, + "n_ref": 143015 + }, + "15": { + "Dice": 0.5743375388273191, + "FN": 21345, + "FP": 23055, + "IoU": 0.40285660489012026, + "TN": 135371156, + "TP": 29954, + "n_pred": 53009, + "n_ref": 51299 + }, + "2": { + "Dice": 0.6272357036953625, + "FN": 109276, + "FP": 9896, + "IoU": 0.4569143482124547, + "TN": 135226075, + "TP": 100263, + "n_pred": 110159, + "n_ref": 209539 + }, + "3": { + "Dice": 0.7238250447431203, + "FN": 30108, + "FP": 120037, + "IoU": 0.5671832390704002, + "TN": 135098608, + "TP": 196757, + "n_pred": 316794, + "n_ref": 226865 + }, + "4": { + "Dice": 0.8561584618362476, + "FN": 3667, + "FP": 7480, + "IoU": 0.748493941923693, + "TN": 135401189, + "TP": 33174, + "n_pred": 40654, + "n_ref": 36841 + }, + "5": { + "Dice": 0.3725062866722548, + "FN": 21378, + "FP": 1080, + "IoU": 0.2288833951380305, + "TN": 135416386, + "TP": 6666, + "n_pred": 7746, + "n_ref": 28044 + }, + "6": { + "Dice": 0.9111309988383918, + "FN": 213646, + "FP": 68964, + "IoU": 0.8367682410523166, + "TN": 133714168, + "TP": 1448732, + "n_pred": 1517696, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.6130780584972987, + "FN": 92017, + "FP": 42982, + "IoU": 0.44204222325089276, + "TN": 135203558, + "TP": 106953, + "n_pred": 149935, + "n_ref": 198970 + }, + "8": { + "Dice": 0.54552560913528, + "FN": 176574, + "FP": 11797, + "IoU": 0.37506718066789196, + "TN": 135144084, + "TP": 113055, + "n_pred": 124852, + "n_ref": 289629 + }, + "9": { + "Dice": 0.7980642725577458, + "FN": 28276, + "FP": 7026, + "IoU": 0.6639824861983629, + "TN": 135340450, + "TP": 69758, + "n_pred": 76784, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7489148775237098, + "FN": 95319, + "FP": 12566, + "IoU": 0.5986122479351143, + "TN": 105485225, + "TP": 160895, + "n_pred": 173461, + "n_ref": 256214 + }, + "10": { + "Dice": 0.25131328714109025, + "FN": 41588, + "FP": 71004, + "IoU": 0.14371544387743462, + "TN": 105622516, + "TP": 18897, + "n_pred": 89901, + "n_ref": 60485 + }, + "11": { + "Dice": 0.7410029498525074, + "FN": 585, + "FP": 732, + "IoU": 0.5885660731021556, + "TN": 105750804, + "TP": 1884, + "n_pred": 2616, + "n_ref": 2469 + }, + "12": { + "Dice": 0.32628398791540786, + "FN": 3324, + "FP": 1136, + "IoU": 0.19494584837545126, + "TN": 105748465, + "TP": 1080, + "n_pred": 2216, + "n_ref": 4404 + }, + "13": { + "Dice": 0.27690611794966014, + "FN": 65830, + "FP": 12886, + "IoU": 0.1607028617733612, + "TN": 105660217, + "TP": 15072, + "n_pred": 27958, + "n_ref": 80902 + }, + "14": { + "Dice": 0.9363706277016097, + "FN": 20353, + "FP": 3641, + "IoU": 0.8803542400095741, + "TN": 105553463, + "TP": 176548, + "n_pred": 180189, + "n_ref": 196901 + }, + "15": { + "Dice": 0.8242203090256001, + "FN": 6248, + "FP": 3001, + "IoU": 0.7009989331781592, + "TN": 105723072, + "TP": 21684, + "n_pred": 24685, + "n_ref": 27932 + }, + "2": { + "Dice": 0.8481982428872207, + "FN": 37471, + "FP": 3842, + "IoU": 0.736409922670546, + "TN": 105597273, + "TP": 115419, + "n_pred": 119261, + "n_ref": 152890 + }, + "3": { + "Dice": 0.8353707873301296, + "FN": 9883, + "FP": 53802, + "IoU": 0.7172847617441024, + "TN": 105528743, + "TP": 161577, + "n_pred": 215379, + "n_ref": 171460 + }, + "4": { + "Dice": 0.6182160128962924, + "FN": 15543, + "FP": 15719, + "IoU": 0.44740423877114527, + "TN": 105697432, + "TP": 25311, + "n_pred": 41030, + "n_ref": 40854 + }, + "5": { + "Dice": 0.2963780345320005, + "FN": 10082, + "FP": 758, + "IoU": 0.17396936676064925, + "TN": 105740882, + "TP": 2283, + "n_pred": 3041, + "n_ref": 12365 + }, + "6": { + "Dice": 0.8949052349781882, + "FN": 59063, + "FP": 287972, + "IoU": 0.8097995423591795, + "TN": 103929430, + "TP": 1477540, + "n_pred": 1765512, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.6293222905838032, + "FN": 92398, + "FP": 114915, + "IoU": 0.4591322134010963, + "TN": 105370708, + "TP": 175984, + "n_pred": 290899, + "n_ref": 268382 + }, + "8": { + "Dice": 0.8250608085618455, + "FN": 8107, + "FP": 26056, + "IoU": 0.7022157525888219, + "TN": 105639281, + "TP": 80561, + "n_pred": 106617, + "n_ref": 88668 + }, + "9": { + "Dice": 0.7797470951855747, + "FN": 14007, + "FP": 20341, + "IoU": 0.6390044982553496, + "TN": 105658857, + "TP": 60800, + "n_pred": 81141, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9153540791467454, + "FN": 27626, + "FP": 14103, + "IoU": 0.8439197175301845, + "TN": 96870524, + "TP": 225627, + "n_pred": 239730, + "n_ref": 253253 + }, + "10": { + "Dice": 0.7629631339241753, + "FN": 13401, + "FP": 48221, + "IoU": 0.6167666905065456, + "TN": 96977085, + "TP": 99173, + "n_pred": 147394, + "n_ref": 112574 + }, + "11": { + "Dice": 0.6938210030479357, + "FN": 1057, + "FP": 1153, + "IoU": 0.5311837081035214, + "TN": 97133166, + "TP": 2504, + "n_pred": 3657, + "n_ref": 3561 + }, + "12": { + "Dice": 0.7061790668348046, + "FN": 1438, + "FP": 1125, + "IoU": 0.5458089668615984, + "TN": 97132237, + "TP": 3080, + "n_pred": 4205, + "n_ref": 4518 + }, + "13": { + "Dice": 0.709118584303376, + "FN": 17519, + "FP": 9044, + "IoU": 0.5493289900069561, + "TN": 97078939, + "TP": 32378, + "n_pred": 41422, + "n_ref": 49897 + }, + "14": { + "Dice": 0.8928094734271995, + "FN": 45066, + "FP": 7616, + "IoU": 0.8063738372028918, + "TN": 96865799, + "TP": 219399, + "n_pred": 227015, + "n_ref": 264465 + }, + "15": { + "Dice": 0.6475045984058859, + "FN": 9171, + "FP": 5202, + "IoU": 0.47874809603249435, + "TN": 97110306, + "TP": 13201, + "n_pred": 18403, + "n_ref": 22372 + }, + "2": { + "Dice": 0.702035034480306, + "FN": 19556, + "FP": 80989, + "IoU": 0.5408736392196976, + "TN": 96918888, + "TP": 118447, + "n_pred": 199436, + "n_ref": 138003 + }, + "3": { + "Dice": 0.5547058024649442, + "FN": 93112, + "FP": 11810, + "IoU": 0.38380130731237483, + "TN": 96967607, + "TP": 65351, + "n_pred": 77161, + "n_ref": 158463 + }, + "4": { + "Dice": 0.825519153875919, + "FN": 1895, + "FP": 8927, + "IoU": 0.7028800483211157, + "TN": 97101457, + "TP": 25601, + "n_pred": 34528, + "n_ref": 27496 + }, + "5": { + "Dice": 0.5635983059923089, + "FN": 8844, + "FP": 121, + "IoU": 0.3923681713433645, + "TN": 97123126, + "TP": 5789, + "n_pred": 5910, + "n_ref": 14633 + }, + "6": { + "Dice": 0.879391332912498, + "FN": 48048, + "FP": 350317, + "IoU": 0.7847443614710428, + "TN": 95287220, + "TP": 1452295, + "n_pred": 1802612, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.838106897122933, + "FN": 46811, + "FP": 33329, + "IoU": 0.7213287479266567, + "TN": 96850301, + "TP": 207439, + "n_pred": 240768, + "n_ref": 254250 + }, + "8": { + "Dice": 0.9144342893161046, + "FN": 11996, + "FP": 9724, + "IoU": 0.8423573813325591, + "TN": 97000100, + "TP": 116060, + "n_pred": 125784, + "n_ref": 128056 + }, + "9": { + "Dice": 0.8180687607814819, + "FN": 7404, + "FP": 19806, + "IoU": 0.6921458149480687, + "TN": 97049494, + "TP": 61176, + "n_pred": 80982, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8352544234353632, + "FN": 15321, + "FP": 47081, + "IoU": 0.717113196427762, + "TN": 130546202, + "TP": 158188, + "n_pred": 205269, + "n_ref": 173509 + }, + "10": { + "Dice": 0.6421112236342056, + "FN": 18281, + "FP": 47451, + "IoU": 0.47287468223482143, + "TN": 130642093, + "TP": 58967, + "n_pred": 106418, + "n_ref": 77248 + }, + "11": { + "Dice": 0.6957530076822728, + "FN": 1649, + "FP": 450, + "IoU": 0.5334518781951545, + "TN": 130762293, + "TP": 2400, + "n_pred": 2850, + "n_ref": 4049 + }, + "12": { + "Dice": 0.6513779923556628, + "FN": 1709, + "FP": 24, + "IoU": 0.48299522673031026, + "TN": 130763440, + "TP": 1619, + "n_pred": 1643, + "n_ref": 3328 + }, + "13": { + "Dice": 0.48402656295113705, + "FN": 32868, + "FP": 27892, + "IoU": 0.3192843298714976, + "TN": 130677533, + "TP": 28499, + "n_pred": 56391, + "n_ref": 61367 + }, + "14": { + "Dice": 0.9538841061269697, + "FN": 7851, + "FP": 6805, + "IoU": 0.9118340632369218, + "TN": 130600560, + "TP": 151576, + "n_pred": 158381, + "n_ref": 159427 + }, + "15": { + "Dice": 0.7372428435463797, + "FN": 8650, + "FP": 5706, + "IoU": 0.5838358070500927, + "TN": 130732296, + "TP": 20140, + "n_pred": 25846, + "n_ref": 28790 + }, + "2": { + "Dice": 0.7798224017462498, + "FN": 58797, + "FP": 1926, + "IoU": 0.6391056538509542, + "TN": 130598535, + "TP": 107534, + "n_pred": 109460, + "n_ref": 166331 + }, + "3": { + "Dice": 0.8135630973594686, + "FN": 5343, + "FP": 68313, + "IoU": 0.6857196497755628, + "TN": 130532428, + "TP": 160708, + "n_pred": 229021, + "n_ref": 166051 + }, + "4": { + "Dice": 0.6934687210972706, + "FN": 12316, + "FP": 3261, + "IoU": 0.5307708527879025, + "TN": 130733595, + "TP": 17620, + "n_pred": 20881, + "n_ref": 29936 + }, + "5": { + "Dice": 0.4145591027123748, + "FN": 21810, + "FP": 5019, + "IoU": 0.2614787491741907, + "TN": 130730464, + "TP": 9499, + "n_pred": 14518, + "n_ref": 31309 + }, + "6": { + "Dice": 0.9098581177104822, + "FN": 184380, + "FP": 44027, + "IoU": 0.8346235774370916, + "TN": 129385658, + "TP": 1152727, + "n_pred": 1196754, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.6292386801109863, + "FN": 213783, + "FP": 59345, + "IoU": 0.4590432126885034, + "TN": 130261894, + "TP": 231770, + "n_pred": 291115, + "n_ref": 445553 + }, + "8": { + "Dice": 0.7245888579662756, + "FN": 91056, + "FP": 14733, + "IoU": 0.5681217876228307, + "TN": 130521841, + "TP": 139162, + "n_pred": 153895, + "n_ref": 230218 + }, + "9": { + "Dice": 0.8017635926122036, + "FN": 25562, + "FP": 12251, + "IoU": 0.6691197059852992, + "TN": 130652512, + "TP": 76467, + "n_pred": 88718, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.49199219440179986, + "FN": 75539, + "FP": 183229, + "IoU": 0.3262530820963723, + "TN": 71851935, + "TP": 125305, + "n_pred": 308534, + "n_ref": 200844 + }, + "10": { + "Dice": 0.24122264128962737, + "FN": 46098, + "FP": 58114, + "IoU": 0.13715359712528047, + "TN": 72115231, + "TP": 16565, + "n_pred": 74679, + "n_ref": 62663 + }, + "11": { + "Dice": 0.0, + "FN": 2687, + "FP": 0, + "IoU": 0.0, + "TN": 72233321, + "TP": 0, + "n_pred": 0, + "n_ref": 2687 + }, + "12": { + "Dice": 0.562058526740666, + "FN": 2400, + "FP": 204, + "IoU": 0.39087719298245616, + "TN": 72231733, + "TP": 1671, + "n_pred": 1875, + "n_ref": 4071 + }, + "13": { + "Dice": 0.3651832064916083, + "FN": 52324, + "FP": 10653, + "IoU": 0.22337867334229447, + "TN": 72154917, + "TP": 18114, + "n_pred": 28767, + "n_ref": 70438 + }, + "14": { + "Dice": 0.3258234294155637, + "FN": 29953, + "FP": 151685, + "IoU": 0.19461712410765752, + "TN": 72010478, + "TP": 43892, + "n_pred": 195577, + "n_ref": 73845 + }, + "15": { + "Dice": 0.6293559427504667, + "FN": 12134, + "FP": 6926, + "IoU": 0.4591680381363146, + "TN": 72200766, + "TP": 16182, + "n_pred": 23108, + "n_ref": 28316 + }, + "2": { + "Dice": 0.3545345968001067, + "FN": 98056, + "FP": 8409, + "IoU": 0.21546159287861816, + "TN": 72100304, + "TP": 29239, + "n_pred": 37648, + "n_ref": 127295 + }, + "3": { + "Dice": 0.7099267594792295, + "FN": 13302, + "FP": 113317, + "IoU": 0.5502995777144014, + "TN": 71954445, + "TP": 154944, + "n_pred": 268261, + "n_ref": 168246 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 56216, + "IoU": 0.0, + "TN": 72179792, + "TP": 0, + "n_pred": 56216, + "n_ref": 0 + }, + "5": { + "Dice": 0.8100354191263283, + "FN": 1366, + "FP": 1852, + "IoU": 0.6807222938783609, + "TN": 72225929, + "TP": 6861, + "n_pred": 8713, + "n_ref": 8227 + }, + "6": { + "Dice": 0.6703811945950527, + "FN": 297558, + "FP": 896497, + "IoU": 0.504190518267288, + "TN": 69827714, + "TP": 1214239, + "n_pred": 2110736, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.15416742059726074, + "FN": 297512, + "FP": 160596, + "IoU": 0.08352188725975629, + "TN": 71736151, + "TP": 41749, + "n_pred": 202345, + "n_ref": 339261 + }, + "8": { + "Dice": 0.8636838714295941, + "FN": 7255, + "FP": 11787, + "IoU": 0.7600735831464355, + "TN": 72156642, + "TP": 60324, + "n_pred": 72111, + "n_ref": 67579 + }, + "9": { + "Dice": 0.485252505875018, + "FN": 29384, + "FP": 13548, + "IoU": 0.32035207700101315, + "TN": 72172840, + "TP": 20236, + "n_pred": 33784, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5059033789444289, + "FN": 43701, + "FP": 44767, + "IoU": 0.3386015146644338, + "TN": 52419361, + "TP": 45291, + "n_pred": 90058, + "n_ref": 88992 + }, + "10": { + "Dice": 0.2822028332864246, + "FN": 38160, + "FP": 7746, + "IoU": 0.16428181321682142, + "TN": 52498190, + "TP": 9024, + "n_pred": 16770, + "n_ref": 47184 + }, + "11": { + "Dice": 0.0, + "FN": 2042, + "FP": 259, + "IoU": 0.0, + "TN": 52550819, + "TP": 0, + "n_pred": 259, + "n_ref": 2042 + }, + "12": { + "Dice": 0.0, + "FN": 4066, + "FP": 0, + "IoU": 0.0, + "TN": 52549054, + "TP": 0, + "n_pred": 0, + "n_ref": 4066 + }, + "13": { + "Dice": 0.07580378147599547, + "FN": 20745, + "FP": 469, + "IoU": 0.03939503713095454, + "TN": 52531036, + "TP": 870, + "n_pred": 1339, + "n_ref": 21615 + }, + "14": { + "Dice": 0.3163288940359004, + "FN": 44911, + "FP": 2317, + "IoU": 0.18788045534271072, + "TN": 52494966, + "TP": 10926, + "n_pred": 13243, + "n_ref": 55837 + }, + "15": { + "Dice": 0.023513091728801803, + "FN": 24930, + "FP": 3227, + "IoU": 0.011896406513194834, + "TN": 52524624, + "TP": 339, + "n_pred": 3566, + "n_ref": 25269 + }, + "2": { + "Dice": 0.2686206588012731, + "FN": 114061, + "FP": 375, + "IoU": 0.155148356232143, + "TN": 52417669, + "TP": 21015, + "n_pred": 21390, + "n_ref": 135076 + }, + "3": { + "Dice": 0.6934713854516156, + "FN": 27759, + "FP": 74201, + "IoU": 0.5307739744309553, + "TN": 52335826, + "TP": 115334, + "n_pred": 189535, + "n_ref": 143093 + }, + "4": { + "Dice": 0.0, + "FN": 1880, + "FP": 427, + "IoU": 0.0, + "TN": 52550813, + "TP": 0, + "n_pred": 427, + "n_ref": 1880 + }, + "5": { + "Dice": 0.6493098603190346, + "FN": 2354, + "FP": 1889, + "IoU": 0.48072451352343654, + "TN": 52544949, + "TP": 3928, + "n_pred": 5817, + "n_ref": 6282 + }, + "6": { + "Dice": 0.8752726869213678, + "FN": 78703, + "FP": 119123, + "IoU": 0.7782087949171868, + "TN": 51661173, + "TP": 694121, + "n_pred": 813244, + "n_ref": 772824 + }, + "7": { + "Dice": 0.25538316144498924, + "FN": 163609, + "FP": 8154, + "IoU": 0.14638352433678894, + "TN": 52351902, + "TP": 29455, + "n_pred": 37609, + "n_ref": 193064 + }, + "8": { + "Dice": 0.627120384633338, + "FN": 25945, + "FP": 13996, + "IoU": 0.4567919704058318, + "TN": 52479592, + "TP": 33587, + "n_pred": 47583, + "n_ref": 59532 + }, + "9": { + "Dice": 0.6661953242835595, + "FN": 28621, + "FP": 20953, + "IoU": 0.49946992720333594, + "TN": 52454077, + "TP": 49469, + "n_pred": 70422, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.886409851281361, + "FN": 42508, + "FP": 21620, + "IoU": 0.7959928994534615, + "TN": 143822908, + "TP": 250214, + "n_pred": 271834, + "n_ref": 292722 + }, + "10": { + "Dice": 0.4001801048467501, + "FN": 67172, + "FP": 26079, + "IoU": 0.25014072275205457, + "TN": 144012892, + "TP": 31107, + "n_pred": 57186, + "n_ref": 98279 + }, + "11": { + "Dice": 0.6094403505277833, + "FN": 3559, + "FP": 363, + "IoU": 0.438269836723002, + "TN": 144130268, + "TP": 3060, + "n_pred": 3423, + "n_ref": 6619 + }, + "12": { + "Dice": 0.6504854368932039, + "FN": 2698, + "FP": 470, + "IoU": 0.48201438848920863, + "TN": 144131134, + "TP": 2948, + "n_pred": 3418, + "n_ref": 5646 + }, + "13": { + "Dice": 0.5165041352919393, + "FN": 62459, + "FP": 15877, + "IoU": 0.34816688578608396, + "TN": 144017072, + "TP": 41842, + "n_pred": 57719, + "n_ref": 104301 + }, + "14": { + "Dice": 0.8258038731036985, + "FN": 118755, + "FP": 4155, + "IoU": 0.7032929628941187, + "TN": 143723003, + "TP": 291337, + "n_pred": 295492, + "n_ref": 410092 + }, + "15": { + "Dice": 0.6919169564759194, + "FN": 6252, + "FP": 8365, + "IoU": 0.5289549160516902, + "TN": 144106219, + "TP": 16414, + "n_pred": 24779, + "n_ref": 22666 + }, + "2": { + "Dice": 0.5419149988288264, + "FN": 85982, + "FP": 2023, + "IoU": 0.3716621447950878, + "TN": 143997190, + "TP": 52055, + "n_pred": 54078, + "n_ref": 138037 + }, + "3": { + "Dice": 0.7801135989618108, + "FN": 8284, + "FP": 85246, + "IoU": 0.6394969222526721, + "TN": 143877807, + "TP": 165913, + "n_pred": 251159, + "n_ref": 174197 + }, + "4": { + "Dice": 0.8412609426883436, + "FN": 2400, + "FP": 16005, + "IoU": 0.7260141421659844, + "TN": 144070075, + "TP": 48770, + "n_pred": 64775, + "n_ref": 51170 + }, + "5": { + "Dice": 0.4889961725817676, + "FN": 20889, + "FP": 2609, + "IoU": 0.3236233844736766, + "TN": 144102509, + "TP": 11243, + "n_pred": 13852, + "n_ref": 32132 + }, + "6": { + "Dice": 0.8055214192171738, + "FN": 80736, + "FP": 536293, + "IoU": 0.6743707523740264, + "TN": 142242368, + "TP": 1277853, + "n_pred": 1814146, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.6521961937789135, + "FN": 109702, + "FP": 38933, + "IoU": 0.48389549782287133, + "TN": 143849256, + "TP": 139359, + "n_pred": 178292, + "n_ref": 249061 + }, + "8": { + "Dice": 0.6929990439870991, + "FN": 97188, + "FP": 19702, + "IoU": 0.5302207628838633, + "TN": 143888431, + "TP": 131929, + "n_pred": 151631, + "n_ref": 229117 + }, + "9": { + "Dice": 0.8547693520970655, + "FN": 14254, + "FP": 13001, + "IoU": 0.7463731028000856, + "TN": 144029789, + "TP": 80206, + "n_pred": 93207, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9146904619747742, + "FN": 17917, + "FP": 18661, + "IoU": 0.8427922449102389, + "TN": 111546247, + "TP": 196095, + "n_pred": 214756, + "n_ref": 214012 + }, + "10": { + "Dice": 0.5701471072164195, + "FN": 22612, + "FP": 12657, + "IoU": 0.39874529057774594, + "TN": 111720261, + "TP": 23390, + "n_pred": 36047, + "n_ref": 46002 + }, + "11": { + "Dice": 0.5593314763231197, + "FN": 2289, + "FP": 84, + "IoU": 0.3882443928847641, + "TN": 111775041, + "TP": 1506, + "n_pred": 1590, + "n_ref": 3795 + }, + "12": { + "Dice": 0.4359726295210166, + "FN": 3322, + "FP": 140, + "IoU": 0.27875, + "TN": 111774120, + "TP": 1338, + "n_pred": 1478, + "n_ref": 4660 + }, + "13": { + "Dice": 0.4509883110439288, + "FN": 33401, + "FP": 14178, + "IoU": 0.29114584109295155, + "TN": 111711799, + "TP": 19542, + "n_pred": 33720, + "n_ref": 52943 + }, + "14": { + "Dice": 0.6861554866610059, + "FN": 5107, + "FP": 74360, + "IoU": 0.5222501442862639, + "TN": 111612584, + "TP": 86869, + "n_pred": 161229, + "n_ref": 91976 + }, + "15": { + "Dice": 0.32819797838968284, + "FN": 6024, + "FP": 13250, + "IoU": 0.1963139020932366, + "TN": 111754938, + "TP": 4708, + "n_pred": 17958, + "n_ref": 10732 + }, + "2": { + "Dice": 0.5684853926376131, + "FN": 123998, + "FP": 960, + "IoU": 0.397121614906233, + "TN": 111571651, + "TP": 82311, + "n_pred": 83271, + "n_ref": 206309 + }, + "3": { + "Dice": 0.48010671469388955, + "FN": 6392, + "FP": 117157, + "IoU": 0.31588185784845735, + "TN": 111598324, + "TP": 57047, + "n_pred": 174204, + "n_ref": 63439 + }, + "4": { + "Dice": 0.8570221227939349, + "FN": 1440, + "FP": 4312, + "IoU": 0.7498151450567614, + "TN": 111755929, + "TP": 17239, + "n_pred": 21551, + "n_ref": 18679 + }, + "5": { + "Dice": 0.15883003733923384, + "FN": 24119, + "FP": 211, + "IoU": 0.08626582040785669, + "TN": 111752293, + "TP": 2297, + "n_pred": 2508, + "n_ref": 26416 + }, + "6": { + "Dice": 0.9108863372779331, + "FN": 177610, + "FP": 29236, + "IoU": 0.8363556242617665, + "TN": 110514923, + "TP": 1057151, + "n_pred": 1086387, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.4012886604618132, + "FN": 160978, + "FP": 70021, + "IoU": 0.2510075775015969, + "TN": 111470507, + "TP": 77414, + "n_pred": 147435, + "n_ref": 238392 + }, + "8": { + "Dice": 0.608467064480621, + "FN": 151213, + "FP": 10985, + "IoU": 0.4372638612779333, + "TN": 111490689, + "TP": 126033, + "n_pred": 137018, + "n_ref": 277246 + }, + "9": { + "Dice": 0.7694826112681612, + "FN": 21816, + "FP": 13248, + "IoU": 0.6253325782427046, + "TN": 111685333, + "TP": 58523, + "n_pred": 71771, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8603814968061538, + "FN": 28892, + "FP": 15413, + "IoU": 0.7549732602576085, + "TN": 198907058, + "TP": 136512, + "n_pred": 151925, + "n_ref": 165404 + }, + "10": { + "Dice": 0.5681118040423774, + "FN": 17761, + "FP": 51215, + "IoU": 0.3967570971296636, + "TN": 198973533, + "TP": 45366, + "n_pred": 96581, + "n_ref": 63127 + }, + "11": { + "Dice": 0.7266009852216748, + "FN": 1485, + "FP": 735, + "IoU": 0.5705996131528046, + "TN": 199082705, + "TP": 2950, + "n_pred": 3685, + "n_ref": 4435 + }, + "12": { + "Dice": 0.07742270719667446, + "FN": 3186, + "FP": 365, + "IoU": 0.04027027027027027, + "TN": 199084175, + "TP": 149, + "n_pred": 514, + "n_ref": 3335 + }, + "13": { + "Dice": 0.24828904607149685, + "FN": 29100, + "FP": 10222, + "IoU": 0.14174087654967696, + "TN": 199042059, + "TP": 6494, + "n_pred": 16716, + "n_ref": 35594 + }, + "14": { + "Dice": 0.6762167050312398, + "FN": 14046, + "FP": 17462, + "IoU": 0.5108213010402112, + "TN": 199023465, + "TP": 32902, + "n_pred": 50364, + "n_ref": 46948 + }, + "15": { + "Dice": 0.5279212035751015, + "FN": 88773, + "FP": 279, + "IoU": 0.3586229248442508, + "TN": 198949030, + "TP": 49793, + "n_pred": 50072, + "n_ref": 138566 + }, + "2": { + "Dice": 0.7056144675806133, + "FN": 54586, + "FP": 7988, + "IoU": 0.5451346989808529, + "TN": 198950309, + "TP": 74992, + "n_pred": 82980, + "n_ref": 129578 + }, + "3": { + "Dice": 0.8026064960774251, + "FN": 7470, + "FP": 57144, + "IoU": 0.6702946804439341, + "TN": 198891900, + "TP": 131361, + "n_pred": 188505, + "n_ref": 138831 + }, + "4": { + "Dice": 0.7692519554919026, + "FN": 3155, + "FP": 5223, + "IoU": 0.6250279729669248, + "TN": 199065532, + "TP": 13965, + "n_pred": 19188, + "n_ref": 17120 + }, + "5": { + "Dice": 0.4332744071245122, + "FN": 13573, + "FP": 3418, + "IoU": 0.2765477305628885, + "TN": 199064389, + "TP": 6495, + "n_pred": 9913, + "n_ref": 20068 + }, + "6": { + "Dice": 0.8394507431735915, + "FN": 105742, + "FP": 295613, + "IoU": 0.7233219428093209, + "TN": 197637254, + "TP": 1049266, + "n_pred": 1344879, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.6784012743465354, + "FN": 62482, + "FP": 26350, + "IoU": 0.5133186504936283, + "TN": 198905349, + "TP": 93694, + "n_pred": 120044, + "n_ref": 156176 + }, + "8": { + "Dice": 0.7613642101861297, + "FN": 42967, + "FP": 4291, + "IoU": 0.6146796471144595, + "TN": 198965229, + "TP": 75388, + "n_pred": 79679, + "n_ref": 118355 + }, + "9": { + "Dice": 0.796974206111874, + "FN": 20114, + "FP": 22319, + "IoU": 0.6624747450643503, + "TN": 198962157, + "TP": 83285, + "n_pred": 105604, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7890720024221797, + "FN": 33218, + "FP": 47594, + "IoU": 0.6516258638007665, + "TN": 130843223, + "TP": 151157, + "n_pred": 198751, + "n_ref": 184375 + }, + "10": { + "Dice": 0.5790165091565037, + "FN": 23659, + "FP": 62225, + "IoU": 0.4074758875719233, + "TN": 130930246, + "TP": 59062, + "n_pred": 121287, + "n_ref": 82721 + }, + "11": { + "Dice": 0.6837308028467973, + "FN": 1333, + "FP": 1200, + "IoU": 0.519446025422121, + "TN": 131069921, + "TP": 2738, + "n_pred": 3938, + "n_ref": 4071 + }, + "12": { + "Dice": 0.6750153972490248, + "FN": 1347, + "FP": 1819, + "IoU": 0.5094515029439107, + "TN": 131068738, + "TP": 3288, + "n_pred": 5107, + "n_ref": 4635 + }, + "13": { + "Dice": 0.3969322553302471, + "FN": 65807, + "FP": 8187, + "IoU": 0.24760791092582235, + "TN": 130976847, + "TP": 24351, + "n_pred": 32538, + "n_ref": 90158 + }, + "14": { + "Dice": 0.22377016852449877, + "FN": 18883, + "FP": 242878, + "IoU": 0.12598041343479438, + "TN": 130775701, + "TP": 37730, + "n_pred": 280608, + "n_ref": 56613 + }, + "15": { + "Dice": 0.779479637655084, + "FN": 2668, + "FP": 11427, + "IoU": 0.6386453366148798, + "TN": 131036186, + "TP": 24911, + "n_pred": 36338, + "n_ref": 27579 + }, + "2": { + "Dice": 0.681955439484208, + "FN": 72518, + "FP": 9319, + "IoU": 0.5173993808049535, + "TN": 130905617, + "TP": 87738, + "n_pred": 97057, + "n_ref": 160256 + }, + "3": { + "Dice": 0.8015761021466893, + "FN": 13694, + "FP": 73627, + "IoU": 0.6688585763205497, + "TN": 130811495, + "TP": 176376, + "n_pred": 250003, + "n_ref": 190070 + }, + "4": { + "Dice": 0.5935675380500988, + "FN": 30688, + "FP": 27366, + "IoU": 0.42203771180534816, + "TN": 130974746, + "TP": 42392, + "n_pred": 69758, + "n_ref": 73080 + }, + "5": { + "Dice": 0.5851241081727688, + "FN": 7851, + "FP": 1860, + "IoU": 0.4135515429675705, + "TN": 131058633, + "TP": 6848, + "n_pred": 8708, + "n_ref": 14699 + }, + "6": { + "Dice": 0.7686945841879763, + "FN": 54727, + "FP": 795777, + "IoU": 0.6242923764621274, + "TN": 128811453, + "TP": 1413235, + "n_pred": 2209012, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.36742110358350916, + "FN": 568997, + "FP": 147818, + "IoU": 0.22505564931042424, + "TN": 130150203, + "TP": 208174, + "n_pred": 355992, + "n_ref": 777171 + }, + "8": { + "Dice": 0.8049866650127148, + "FN": 30846, + "FP": 16317, + "IoU": 0.6736214914466035, + "TN": 130930688, + "TP": 97341, + "n_pred": 113658, + "n_ref": 128187 + }, + "9": { + "Dice": 0.6345473518108473, + "FN": 28145, + "FP": 14932, + "IoU": 0.4647157502329916, + "TN": 130994717, + "TP": 37398, + "n_pred": 52330, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8397284032291229, + "FN": 27679, + "FP": 44031, + "IoU": 0.7237343442398746, + "TN": 101357631, + "TP": 187859, + "n_pred": 231890, + "n_ref": 215538 + }, + "10": { + "Dice": 0.4127696513002364, + "FN": 23474, + "FP": 40116, + "IoU": 0.2600565517401878, + "TN": 101531261, + "TP": 22349, + "n_pred": 62465, + "n_ref": 45823 + }, + "11": { + "Dice": 0.8364156759136944, + "FN": 1160, + "FP": 326, + "IoU": 0.7188268684957426, + "TN": 101611915, + "TP": 3799, + "n_pred": 4125, + "n_ref": 4959 + }, + "12": { + "Dice": 0.6883116883116883, + "FN": 2575, + "FP": 65, + "IoU": 0.5247524752475248, + "TN": 101611645, + "TP": 2915, + "n_pred": 2980, + "n_ref": 5490 + }, + "13": { + "Dice": 0.5961964421679241, + "FN": 25631, + "FP": 21039, + "IoU": 0.42470076303884224, + "TN": 101536077, + "TP": 34453, + "n_pred": 55492, + "n_ref": 60084 + }, + "14": { + "Dice": 0.8954066848803691, + "FN": 2285, + "FP": 11612, + "IoU": 0.8106211332479355, + "TN": 101543818, + "TP": 59485, + "n_pred": 71097, + "n_ref": 61770 + }, + "15": { + "Dice": 0.7522453450164294, + "FN": 5794, + "FP": 12302, + "IoU": 0.6028792134831461, + "TN": 101571632, + "TP": 27472, + "n_pred": 39774, + "n_ref": 33266 + }, + "2": { + "Dice": 0.24690456633506738, + "FN": 147995, + "FP": 535, + "IoU": 0.14083920452573492, + "TN": 101444322, + "TP": 24348, + "n_pred": 24883, + "n_ref": 172343 + }, + "3": { + "Dice": 0.6916870525854262, + "FN": 4174, + "FP": 146308, + "IoU": 0.52868623975044, + "TN": 101297918, + "TP": 168800, + "n_pred": 315108, + "n_ref": 172974 + }, + "4": { + "Dice": 0.28049905724716173, + "FN": 2229, + "FP": 69511, + "IoU": 0.16312817880640193, + "TN": 101531476, + "TP": 13984, + "n_pred": 83495, + "n_ref": 16213 + }, + "5": { + "Dice": 0.515365816734791, + "FN": 18456, + "FP": 3953, + "IoU": 0.3471332012585946, + "TN": 101582876, + "TP": 11915, + "n_pred": 15868, + "n_ref": 30371 + }, + "6": { + "Dice": 0.8271169635094178, + "FN": 202346, + "FP": 354211, + "IoU": 0.7051998688498887, + "TN": 99729287, + "TP": 1331356, + "n_pred": 1685567, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.8933816999856458, + "FN": 60628, + "FP": 27018, + "IoU": 0.807307903704518, + "TN": 101162350, + "TP": 367204, + "n_pred": 394222, + "n_ref": 427832 + }, + "8": { + "Dice": 0.5405957288399109, + "FN": 133195, + "FP": 34641, + "IoU": 0.3704221917962376, + "TN": 101350615, + "TP": 98749, + "n_pred": 133390, + "n_ref": 231944 + }, + "9": { + "Dice": 0.642982819292072, + "FN": 31298, + "FP": 23894, + "IoU": 0.47382069175914276, + "TN": 101512308, + "TP": 49700, + "n_pred": 73594, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7864935870536937, + "FN": 39155, + "FP": 54465, + "IoU": 0.6481165477684981, + "TN": 118916158, + "TP": 172434, + "n_pred": 226899, + "n_ref": 211589 + }, + "10": { + "Dice": 0.7113163708604735, + "FN": 18447, + "FP": 32122, + "IoU": 0.5519712944094977, + "TN": 119069342, + "TP": 62301, + "n_pred": 94423, + "n_ref": 80748 + }, + "11": { + "Dice": 0.6057426031190789, + "FN": 1960, + "FP": 745, + "IoU": 0.4344553627430483, + "TN": 119177429, + "TP": 2078, + "n_pred": 2823, + "n_ref": 4038 + }, + "12": { + "Dice": 0.1319473907509546, + "FN": 3824, + "FP": 268, + "IoU": 0.07063365886895298, + "TN": 119177809, + "TP": 311, + "n_pred": 579, + "n_ref": 4135 + }, + "13": { + "Dice": 0.3987196604019034, + "FN": 21428, + "FP": 13700, + "IoU": 0.24900053447354356, + "TN": 119135437, + "TP": 11647, + "n_pred": 25347, + "n_ref": 33075 + }, + "14": { + "Dice": 0.0579644770228362, + "FN": 63297, + "FP": 20238, + "IoU": 0.0298472794843505, + "TN": 119096107, + "TP": 2570, + "n_pred": 22808, + "n_ref": 65867 + }, + "15": { + "Dice": 0.31678391959798996, + "FN": 16780, + "FP": 215, + "IoU": 0.18820157630761883, + "TN": 119161277, + "TP": 3940, + "n_pred": 4155, + "n_ref": 20720 + }, + "2": { + "Dice": 0.6500790700540141, + "FN": 98527, + "FP": 3701, + "IoU": 0.4815682575423329, + "TN": 118985025, + "TP": 94959, + "n_pred": 98660, + "n_ref": 193486 + }, + "3": { + "Dice": 0.7680206463681575, + "FN": 19636, + "FP": 87509, + "IoU": 0.6234038290528595, + "TN": 118897703, + "TP": 177364, + "n_pred": 264873, + "n_ref": 197000 + }, + "4": { + "Dice": 0.5293819655521783, + "FN": 21392, + "FP": 17626, + "IoU": 0.35997244230106784, + "TN": 119121249, + "TP": 21945, + "n_pred": 39571, + "n_ref": 43337 + }, + "5": { + "Dice": 0.68094141355981, + "FN": 8261, + "FP": 605, + "IoU": 0.5162328804496099, + "TN": 119163885, + "TP": 9461, + "n_pred": 10066, + "n_ref": 17722 + }, + "6": { + "Dice": 0.9205817416028854, + "FN": 41058, + "FP": 251888, + "IoU": 0.8528498887631436, + "TN": 117191415, + "TP": 1697851, + "n_pred": 1949739, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.4523776270486577, + "FN": 185879, + "FP": 84670, + "IoU": 0.29230491556280996, + "TN": 118799916, + "TP": 111747, + "n_pred": 196417, + "n_ref": 297626 + }, + "8": { + "Dice": 0.847799835227465, + "FN": 7043, + "FP": 19929, + "IoU": 0.735809507018111, + "TN": 119080119, + "TP": 75121, + "n_pred": 95050, + "n_ref": 82164 + }, + "9": { + "Dice": 0.7668463701892565, + "FN": 28126, + "FP": 6775, + "IoU": 0.6218579353384762, + "TN": 119089916, + "TP": 57395, + "n_pred": 64170, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 66998, + "IoU": 0.0, + "TN": 61265482, + "TP": 0, + "n_pred": 66998, + "n_ref": 0 + }, + "10": { + "Dice": 0.6920358091896494, + "FN": 7604, + "FP": 16270, + "IoU": 0.52909384985601, + "TN": 61281782, + "TP": 26824, + "n_pred": 43094, + "n_ref": 34428 + }, + "11": { + "Dice": 0.7943148297130598, + "FN": 902, + "FP": 632, + "IoU": 0.6588078291814946, + "TN": 61327984, + "TP": 2962, + "n_pred": 3594, + "n_ref": 3864 + }, + "12": { + "Dice": 0.0, + "FN": 4850, + "FP": 196, + "IoU": 0.0, + "TN": 61327434, + "TP": 0, + "n_pred": 196, + "n_ref": 4850 + }, + "13": { + "Dice": 0.39543787530729857, + "FN": 37978, + "FP": 7025, + "IoU": 0.246445973778068, + "TN": 61272759, + "TP": 14718, + "n_pred": 21743, + "n_ref": 52696 + }, + "14": { + "Dice": 0.9048908444745304, + "FN": 40655, + "FP": 7677, + "IoU": 0.8263019626023799, + "TN": 61054227, + "TP": 229921, + "n_pred": 237598, + "n_ref": 270576 + }, + "15": { + "Dice": 0.8028301834150805, + "FN": 26290, + "FP": 9045, + "IoU": 0.6706067696438059, + "TN": 61225207, + "TP": 71938, + "n_pred": 80983, + "n_ref": 98228 + }, + "2": { + "Dice": 0.5440628363532855, + "FN": 99779, + "FP": 2733, + "IoU": 0.37368565755307775, + "TN": 61168805, + "TP": 61163, + "n_pred": 63896, + "n_ref": 160942 + }, + "3": { + "Dice": 0.704842700600919, + "FN": 5017, + "FP": 98523, + "IoU": 0.5442139737991266, + "TN": 61105312, + "TP": 123628, + "n_pred": 222151, + "n_ref": 128645 + }, + "4": { + "Dice": 0.644258199932006, + "FN": 20396, + "FP": 3671, + "IoU": 0.475207152202355, + "TN": 61286620, + "TP": 21793, + "n_pred": 25464, + "n_ref": 42189 + }, + "5": { + "Dice": 0.7203651685393259, + "FN": 3443, + "FP": 539, + "IoU": 0.5629458895840194, + "TN": 61323369, + "TP": 5129, + "n_pred": 5668, + "n_ref": 8572 + }, + "6": { + "Dice": 0.8989624956239937, + "FN": 27436, + "FP": 237510, + "IoU": 0.8164685508451095, + "TN": 59888880, + "TP": 1178654, + "n_pred": 1416164, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.37187804086928317, + "FN": 144609, + "FP": 56787, + "IoU": 0.22840920410399443, + "TN": 61071466, + "TP": 59618, + "n_pred": 116405, + "n_ref": 204227 + }, + "8": { + "Dice": 0.8765024401728164, + "FN": 13337, + "FP": 6072, + "IoU": 0.780155179249023, + "TN": 61244195, + "TP": 68876, + "n_pred": 74948, + "n_ref": 82213 + }, + "9": { + "Dice": 0.7904006671351026, + "FN": 12192, + "FP": 14953, + "IoU": 0.6534400653669871, + "TN": 61254153, + "TP": 51182, + "n_pred": 66135, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9419075676670963, + "FN": 13460, + "FP": 6732, + "IoU": 0.8901940311493953, + "TN": 148923612, + "TP": 163696, + "n_pred": 170428, + "n_ref": 177156 + }, + "10": { + "Dice": 0.7081835942210752, + "FN": 14078, + "FP": 34318, + "IoU": 0.5482076176250934, + "TN": 149000380, + "TP": 58724, + "n_pred": 93042, + "n_ref": 72802 + }, + "11": { + "Dice": 0.7904782328972765, + "FN": 761, + "FP": 216, + "IoU": 0.6535460992907801, + "TN": 149104680, + "TP": 1843, + "n_pred": 2059, + "n_ref": 2604 + }, + "12": { + "Dice": 0.49527186761229314, + "FN": 1259, + "FP": 449, + "IoU": 0.3291437549096622, + "TN": 149104954, + "TP": 838, + "n_pred": 1287, + "n_ref": 2097 + }, + "13": { + "Dice": 0.14200987444753813, + "FN": 77507, + "FP": 5386, + "IoU": 0.07643198556037124, + "TN": 149017747, + "TP": 6860, + "n_pred": 12246, + "n_ref": 84367 + }, + "14": { + "Dice": 0.8278292529231919, + "FN": 4391, + "FP": 32494, + "IoU": 0.7062360624402676, + "TN": 148981940, + "TP": 88675, + "n_pred": 121169, + "n_ref": 93066 + }, + "15": { + "Dice": 0.6510218832177403, + "FN": 16876, + "FP": 5817, + "IoU": 0.48260373917008664, + "TN": 149063640, + "TP": 21167, + "n_pred": 26984, + "n_ref": 38043 + }, + "2": { + "Dice": 0.5190055701248738, + "FN": 95554, + "FP": 18345, + "IoU": 0.35044397173636577, + "TN": 148932151, + "TP": 61450, + "n_pred": 79795, + "n_ref": 157004 + }, + "3": { + "Dice": 0.3710454418196036, + "FN": 21652, + "FP": 108646, + "IoU": 0.22778133371263304, + "TN": 148938768, + "TP": 38434, + "n_pred": 147080, + "n_ref": 60086 + }, + "4": { + "Dice": 0.9225993139528199, + "FN": 1761, + "FP": 2278, + "IoU": 0.8563195901960087, + "TN": 149079389, + "TP": 24072, + "n_pred": 26350, + "n_ref": 25833 + }, + "5": { + "Dice": 0.025039489849646053, + "FN": 33288, + "FP": 42, + "IoU": 0.012678476213045797, + "TN": 149073742, + "TP": 428, + "n_pred": 470, + "n_ref": 33716 + }, + "6": { + "Dice": 0.9051854168905538, + "FN": 162680, + "FP": 34950, + "IoU": 0.8267933500846182, + "TN": 147966493, + "TP": 943377, + "n_pred": 978327, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.402878425113062, + "FN": 199412, + "FP": 25046, + "IoU": 0.2522528224825854, + "TN": 148807321, + "TP": 75721, + "n_pred": 100767, + "n_ref": 275133 + }, + "8": { + "Dice": 0.6471813346092145, + "FN": 114092, + "FP": 11268, + "IoU": 0.47839474067447524, + "TN": 148867165, + "TP": 114975, + "n_pred": 126243, + "n_ref": 229067 + }, + "9": { + "Dice": 0.771663769636942, + "FN": 28665, + "FP": 6146, + "IoU": 0.6282186835837792, + "TN": 149013867, + "TP": 58822, + "n_pred": 64968, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.14063692307692308, + "FN": 469397, + "FP": 89189, + "IoU": 0.07563714952845722, + "TN": 100108507, + "TP": 45707, + "n_pred": 134896, + "n_ref": 515104 + }, + "10": { + "Dice": 0.15467403439164062, + "FN": 28842, + "FP": 76407, + "IoU": 0.08381935618656314, + "TN": 100597922, + "TP": 9629, + "n_pred": 86036, + "n_ref": 38471 + }, + "11": { + "Dice": 0.2514011208967174, + "FN": 2539, + "FP": 3071, + "IoU": 0.14377289377289376, + "TN": 100706248, + "TP": 942, + "n_pred": 4013, + "n_ref": 3481 + }, + "12": { + "Dice": 0.2801867911941294, + "FN": 4823, + "FP": 572, + "IoU": 0.16291698991466252, + "TN": 100706355, + "TP": 1050, + "n_pred": 1622, + "n_ref": 5873 + }, + "13": { + "Dice": 0.0, + "FN": 39155, + "FP": 3030, + "IoU": 0.0, + "TN": 100670615, + "TP": 0, + "n_pred": 3030, + "n_ref": 39155 + }, + "14": { + "Dice": 0.3983649580788257, + "FN": 111014, + "FP": 18509, + "IoU": 0.2487239275190831, + "TN": 100540396, + "TP": 42881, + "n_pred": 61390, + "n_ref": 153895 + }, + "15": { + "Dice": 0.314810572313436, + "FN": 76715, + "FP": 4038, + "IoU": 0.18681019898493514, + "TN": 100613496, + "TP": 18551, + "n_pred": 22589, + "n_ref": 95266 + }, + "2": { + "Dice": 0.09926330150068213, + "FN": 220423, + "FP": 10661, + "IoU": 0.05222359392495191, + "TN": 100468983, + "TP": 12733, + "n_pred": 23394, + "n_ref": 233156 + }, + "3": { + "Dice": 0.6053037946648292, + "FN": 27168, + "FP": 229454, + "IoU": 0.43400404500230483, + "TN": 100259401, + "TP": 196777, + "n_pred": 426231, + "n_ref": 223945 + }, + "4": { + "Dice": 0.2920941349512778, + "FN": 41765, + "FP": 35241, + "IoU": 0.17102472737450616, + "TN": 100619907, + "TP": 15887, + "n_pred": 51128, + "n_ref": 57652 + }, + "5": { + "Dice": 0.18167880413951706, + "FN": 14814, + "FP": 131, + "IoU": 0.09991568296795952, + "TN": 100696196, + "TP": 1659, + "n_pred": 1790, + "n_ref": 16473 + }, + "6": { + "Dice": 0.3786216413595924, + "FN": 1413700, + "FP": 767023, + "IoU": 0.23351837610382453, + "TN": 97867692, + "TP": 664385, + "n_pred": 1431408, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.3365568348254556, + "FN": 120251, + "FP": 84946, + "IoU": 0.202325418668657, + "TN": 100455556, + "TP": 52047, + "n_pred": 136993, + "n_ref": 172298 + }, + "8": { + "Dice": 0.7927715594110425, + "FN": 17537, + "FP": 28711, + "IoU": 0.6566872786929056, + "TN": 100578089, + "TP": 88463, + "n_pred": 117174, + "n_ref": 106000 + }, + "9": { + "Dice": 0.7091557246801037, + "FN": 34020, + "FP": 21622, + "IoU": 0.5493735675469925, + "TN": 100589323, + "TP": 67835, + "n_pred": 89457, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6552063217505657, + "FN": 22530, + "FP": 35676, + "IoU": 0.48721698528763985, + "TN": 78837190, + "TP": 55304, + "n_pred": 90980, + "n_ref": 77834 + }, + "10": { + "Dice": 0.570956785565654, + "FN": 17679, + "FP": 14280, + "IoU": 0.399537802495115, + "TN": 78897476, + "TP": 21265, + "n_pred": 35545, + "n_ref": 38944 + }, + "11": { + "Dice": 0.2448210922787194, + "FN": 1108, + "FP": 496, + "IoU": 0.13948497854077252, + "TN": 78948836, + "TP": 260, + "n_pred": 756, + "n_ref": 1368 + }, + "12": { + "Dice": 0.0, + "FN": 2560, + "FP": 0, + "IoU": 0.0, + "TN": 78948140, + "TP": 0, + "n_pred": 0, + "n_ref": 2560 + }, + "13": { + "Dice": 0.16615280652109643, + "FN": 53504, + "FP": 5725, + "IoU": 0.09060340856748042, + "TN": 78885570, + "TP": 5901, + "n_pred": 11626, + "n_ref": 59405 + }, + "14": { + "Dice": 0.35341379931543865, + "FN": 17460, + "FP": 18432, + "IoU": 0.21463425307980133, + "TN": 78904999, + "TP": 9809, + "n_pred": 28241, + "n_ref": 27269 + }, + "15": { + "Dice": 0.8647535847908201, + "FN": 10813, + "FP": 4297, + "IoU": 0.7617320550018922, + "TN": 78887284, + "TP": 48306, + "n_pred": 52603, + "n_ref": 59119 + }, + "2": { + "Dice": 0.48774605854158504, + "FN": 67761, + "FP": 211, + "IoU": 0.32252920304588767, + "TN": 78850368, + "TP": 32360, + "n_pred": 32571, + "n_ref": 100121 + }, + "3": { + "Dice": 0.7034188481924727, + "FN": 10824, + "FP": 51453, + "IoU": 0.542518181150371, + "TN": 78814570, + "TP": 73853, + "n_pred": 125306, + "n_ref": 84677 + }, + "4": { + "Dice": 0.8749656499038198, + "FN": 2800, + "FP": 1295, + "IoU": 0.777723497801661, + "TN": 78932277, + "TP": 14328, + "n_pred": 15623, + "n_ref": 17128 + }, + "5": { + "Dice": 0.17376792698826596, + "FN": 31466, + "FP": 220, + "IoU": 0.0951510651664858, + "TN": 78915682, + "TP": 3332, + "n_pred": 3552, + "n_ref": 34798 + }, + "6": { + "Dice": 0.8294502450237867, + "FN": 185516, + "FP": 28973, + "IoU": 0.7085988797124151, + "TN": 78214639, + "TP": 521572, + "n_pred": 550545, + "n_ref": 707088 + }, + "7": { + "Dice": 0.12684368343417327, + "FN": 669991, + "FP": 33828, + "IoU": 0.06771655003503585, + "TN": 78195759, + "TP": 51122, + "n_pred": 84950, + "n_ref": 721113 + }, + "8": { + "Dice": 0.4760579906771232, + "FN": 227245, + "FP": 1375, + "IoU": 0.31238589642177195, + "TN": 78618217, + "TP": 103863, + "n_pred": 105238, + "n_ref": 331108 + }, + "9": { + "Dice": 0.5571832681312068, + "FN": 33904, + "FP": 2883, + "IoU": 0.3861774373863276, + "TN": 78890769, + "TP": 23144, + "n_pred": 26027, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7101351474584617, + "FN": 11925, + "FP": 99326, + "IoU": 0.5505500410056277, + "TN": 104756913, + "TP": 136276, + "n_pred": 235602, + "n_ref": 148201 + }, + "10": { + "Dice": 0.3997671582215323, + "FN": 43968, + "FP": 85956, + "IoU": 0.2498181188290317, + "TN": 104831250, + "TP": 43266, + "n_pred": 129222, + "n_ref": 87234 + }, + "11": { + "Dice": 0.8045823897695484, + "FN": 1311, + "FP": 156, + "IoU": 0.6730554936483174, + "TN": 104999953, + "TP": 3020, + "n_pred": 3176, + "n_ref": 4331 + }, + "12": { + "Dice": 0.7082438814942035, + "FN": 1534, + "FP": 1184, + "IoU": 0.5482798736912082, + "TN": 104998423, + "TP": 3299, + "n_pred": 4483, + "n_ref": 4833 + }, + "13": { + "Dice": 0.5998690693587844, + "FN": 42998, + "FP": 3454, + "IoU": 0.4284378383699183, + "TN": 104923168, + "TP": 34820, + "n_pred": 38274, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9584836670106163, + "FN": 879, + "FP": 5116, + "IoU": 0.9202771350301869, + "TN": 104929242, + "TP": 69203, + "n_pred": 74319, + "n_ref": 70082 + }, + "15": { + "Dice": 0.7313630348478165, + "FN": 10267, + "FP": 86, + "IoU": 0.5764951321279554, + "TN": 104979994, + "TP": 14093, + "n_pred": 14179, + "n_ref": 24360 + }, + "2": { + "Dice": 0.49359808314826253, + "FN": 114408, + "FP": 1199, + "IoU": 0.32766692449505375, + "TN": 104832491, + "TP": 56342, + "n_pred": 57541, + "n_ref": 170750 + }, + "3": { + "Dice": 0.7121340758541628, + "FN": 5078, + "FP": 114950, + "IoU": 0.5529566878838554, + "TN": 104735947, + "TP": 148465, + "n_pred": 263415, + "n_ref": 153543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 16648, + "IoU": 0.0, + "TN": 104987792, + "TP": 0, + "n_pred": 16648, + "n_ref": 0 + }, + "5": { + "Dice": 0.3482148453005202, + "FN": 21746, + "FP": 9453, + "IoU": 0.21081122100523614, + "TN": 104964907, + "TP": 8334, + "n_pred": 17787, + "n_ref": 30080 + }, + "6": { + "Dice": 0.8398223431555685, + "FN": 69195, + "FP": 375841, + "IoU": 0.7238739155172168, + "TN": 103392727, + "TP": 1166677, + "n_pred": 1542518, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.7165661793294353, + "FN": 37498, + "FP": 114861, + "IoU": 0.5583195391835989, + "TN": 104659487, + "TP": 192594, + "n_pred": 307455, + "n_ref": 230092 + }, + "8": { + "Dice": 0.5492745310475219, + "FN": 223970, + "FP": 9417, + "IoU": 0.3786205886659833, + "TN": 104628845, + "TP": 142208, + "n_pred": 151625, + "n_ref": 366178 + }, + "9": { + "Dice": 0.7995983234369543, + "FN": 20298, + "FP": 16422, + "IoU": 0.6661089692296501, + "TN": 104894464, + "TP": 73256, + "n_pred": 89678, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5731773132477769, + "FN": 211019, + "FP": 97421, + "IoU": 0.40171586740918763, + "TN": 177160747, + "TP": 207101, + "n_pred": 304522, + "n_ref": 418120 + }, + "10": { + "Dice": 0.24143950919021373, + "FN": 52599, + "FP": 69065, + "IoU": 0.1372938323429722, + "TN": 177535262, + "TP": 19362, + "n_pred": 88427, + "n_ref": 71961 + }, + "11": { + "Dice": 0.7546798029556651, + "FN": 1679, + "FP": 313, + "IoU": 0.6060126582278481, + "TN": 177671232, + "TP": 3064, + "n_pred": 3377, + "n_ref": 4743 + }, + "12": { + "Dice": 0.7335603319855288, + "FN": 1751, + "FP": 753, + "IoU": 0.579230381448496, + "TN": 177670337, + "TP": 3447, + "n_pred": 4200, + "n_ref": 5198 + }, + "13": { + "Dice": 0.6721654360952825, + "FN": 31610, + "FP": 12747, + "IoU": 0.506211733273962, + "TN": 177586458, + "TP": 45473, + "n_pred": 58220, + "n_ref": 77083 + }, + "14": { + "Dice": 0.9395423576295153, + "FN": 3158, + "FP": 6248, + "IoU": 0.8859782042112664, + "TN": 177593795, + "TP": 73087, + "n_pred": 79335, + "n_ref": 76245 + }, + "15": { + "Dice": 0.5429458538432412, + "FN": 5245, + "FP": 24932, + "IoU": 0.37263258560113094, + "TN": 177628187, + "TP": 17924, + "n_pred": 42856, + "n_ref": 23169 + }, + "2": { + "Dice": 0.46728533500143943, + "FN": 148629, + "FP": 1254, + "IoU": 0.30487431592616643, + "TN": 177460668, + "TP": 65737, + "n_pred": 66991, + "n_ref": 214366 + }, + "3": { + "Dice": 0.7396299098851207, + "FN": 8133, + "FP": 131912, + "IoU": 0.5868354983080449, + "TN": 177337331, + "TP": 198912, + "n_pred": 330824, + "n_ref": 207045 + }, + "4": { + "Dice": 0.5768593164528216, + "FN": 9031, + "FP": 28235, + "IoU": 0.4053424395225633, + "TN": 177613620, + "TP": 25402, + "n_pred": 53637, + "n_ref": 34433 + }, + "5": { + "Dice": 0.5677023712183156, + "FN": 17295, + "FP": 3853, + "IoU": 0.3963578238282811, + "TN": 177641254, + "TP": 13886, + "n_pred": 17739, + "n_ref": 31181 + }, + "6": { + "Dice": 0.7965307314488271, + "FN": 218223, + "FP": 592729, + "IoU": 0.6618621283182003, + "TN": 175278000, + "TP": 1587336, + "n_pred": 2180065, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.7514648208406126, + "FN": 95908, + "FP": 84196, + "IoU": 0.6018771704507022, + "TN": 177223905, + "TP": 272279, + "n_pred": 356475, + "n_ref": 368187 + }, + "8": { + "Dice": 0.6352674033295048, + "FN": 79146, + "FP": 58991, + "IoU": 0.4654885542261914, + "TN": 177417852, + "TP": 120299, + "n_pred": 179290, + "n_ref": 199445 + }, + "9": { + "Dice": 0.6970414005361221, + "FN": 50974, + "FP": 22262, + "IoU": 0.5349681876484259, + "TN": 177518802, + "TP": 84250, + "n_pred": 106512, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8453116306752753, + "FN": 23733, + "FP": 36044, + "IoU": 0.7320690613430387, + "TN": 193782429, + "TP": 163329, + "n_pred": 199373, + "n_ref": 187062 + }, + "10": { + "Dice": 0.8635964278167644, + "FN": 9394, + "FP": 15136, + "IoU": 0.7599381495762463, + "TN": 193903353, + "TP": 77652, + "n_pred": 92788, + "n_ref": 87046 + }, + "11": { + "Dice": 0.42697188355312266, + "FN": 2254, + "FP": 49, + "IoU": 0.27143309079405253, + "TN": 194002374, + "TP": 858, + "n_pred": 907, + "n_ref": 3112 + }, + "12": { + "Dice": 0.4218718818599082, + "FN": 2893, + "FP": 4, + "IoU": 0.2673242286292362, + "TN": 194001581, + "TP": 1057, + "n_pred": 1061, + "n_ref": 3950 + }, + "13": { + "Dice": 0.6281826281826282, + "FN": 31978, + "FP": 9335, + "IoU": 0.4579200125964415, + "TN": 193929323, + "TP": 34899, + "n_pred": 44234, + "n_ref": 66877 + }, + "14": { + "Dice": 0.8590455049944506, + "FN": 1985, + "FP": 22272, + "IoU": 0.7529182879377432, + "TN": 193907361, + "TP": 73917, + "n_pred": 96189, + "n_ref": 75902 + }, + "15": { + "Dice": 0.8369014790674354, + "FN": 4274, + "FP": 2232, + "IoU": 0.7195447883438227, + "TN": 193982337, + "TP": 16692, + "n_pred": 18924, + "n_ref": 20966 + }, + "2": { + "Dice": 0.8199626434972402, + "FN": 41223, + "FP": 1670, + "IoU": 0.6948615982186684, + "TN": 193864966, + "TP": 97676, + "n_pred": 99346, + "n_ref": 138899 + }, + "3": { + "Dice": 0.7680330203831771, + "FN": 7838, + "FP": 68706, + "IoU": 0.6234201347036569, + "TN": 193802274, + "TP": 126717, + "n_pred": 195423, + "n_ref": 134555 + }, + "4": { + "Dice": 0.8861427094105481, + "FN": 3891, + "FP": 513, + "IoU": 0.7955621576455296, + "TN": 193983993, + "TP": 17138, + "n_pred": 17651, + "n_ref": 21029 + }, + "5": { + "Dice": 0.2983696604920236, + "FN": 22164, + "FP": 1850, + "IoU": 0.17534340659340658, + "TN": 193976415, + "TP": 5106, + "n_pred": 6956, + "n_ref": 27270 + }, + "6": { + "Dice": 0.8441559397791313, + "FN": 181385, + "FP": 263098, + "IoU": 0.7303372218029329, + "TN": 192357243, + "TP": 1203809, + "n_pred": 1466907, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.5979583175667059, + "FN": 178961, + "FP": 13348, + "IoU": 0.4264911129667184, + "TN": 193670215, + "TP": 143011, + "n_pred": 156359, + "n_ref": 321972 + }, + "8": { + "Dice": 0.6456631724242868, + "FN": 122589, + "FP": 7819, + "IoU": 0.4767375140939166, + "TN": 193756314, + "TP": 118813, + "n_pred": 126632, + "n_ref": 241402 + }, + "9": { + "Dice": 0.6724818855509138, + "FN": 45376, + "FP": 6289, + "IoU": 0.506570779133956, + "TN": 193900829, + "TP": 53041, + "n_pred": 59330, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9034884961416735, + "FN": 12825, + "FP": 8887, + "IoU": 0.8239662720934003, + "TN": 99532460, + "TP": 101628, + "n_pred": 110515, + "n_ref": 114453 + }, + "10": { + "Dice": 0.7818770731707317, + "FN": 21596, + "FP": 6351, + "IoU": 0.6418704187810754, + "TN": 99577764, + "TP": 50089, + "n_pred": 56440, + "n_ref": 71685 + }, + "11": { + "Dice": 0.4337762537505358, + "FN": 2630, + "FP": 12, + "IoU": 0.2769567597153804, + "TN": 99652146, + "TP": 1012, + "n_pred": 1024, + "n_ref": 3642 + }, + "12": { + "Dice": 0.2343980343980344, + "FN": 3091, + "FP": 25, + "IoU": 0.13275814082939047, + "TN": 99652207, + "TP": 477, + "n_pred": 502, + "n_ref": 3568 + }, + "13": { + "Dice": 0.4625918127903052, + "FN": 31040, + "FP": 2397, + "IoU": 0.3008906916450615, + "TN": 99607972, + "TP": 14391, + "n_pred": 16788, + "n_ref": 45431 + }, + "14": { + "Dice": 0.32796768713104296, + "FN": 29334, + "FP": 72325, + "IoU": 0.1961491321709564, + "TN": 99529335, + "TP": 24806, + "n_pred": 97131, + "n_ref": 54140 + }, + "15": { + "Dice": 0.5700345826712777, + "FN": 22700, + "FP": 301, + "IoU": 0.39863522275674546, + "TN": 99617552, + "TP": 15247, + "n_pred": 15548, + "n_ref": 37947 + }, + "2": { + "Dice": 0.7842662604525729, + "FN": 29545, + "FP": 17332, + "IoU": 0.6450970594470186, + "TN": 99523716, + "TP": 85207, + "n_pred": 102539, + "n_ref": 114752 + }, + "3": { + "Dice": 0.9129553713833645, + "FN": 15910, + "FP": 4665, + "IoU": 0.8398508647664119, + "TN": 99527326, + "TP": 107899, + "n_pred": 112564, + "n_ref": 123809 + }, + "4": { + "Dice": 0.713705557156706, + "FN": 5286, + "FP": 5641, + "IoU": 0.554853953639956, + "TN": 99631253, + "TP": 13620, + "n_pred": 19261, + "n_ref": 18906 + }, + "5": { + "Dice": 0.537382240930046, + "FN": 4285, + "FP": 331, + "IoU": 0.36741126490338494, + "TN": 99648503, + "TP": 2681, + "n_pred": 3012, + "n_ref": 6966 + }, + "6": { + "Dice": 0.9570181037322084, + "FN": 68347, + "FP": 47146, + "IoU": 0.9175788258231555, + "TN": 98254546, + "TP": 1285761, + "n_pred": 1332907, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.8025008015389548, + "FN": 31811, + "FP": 34717, + "IoU": 0.6701472556894243, + "TN": 99454110, + "TP": 135162, + "n_pred": 169879, + "n_ref": 166973 + }, + "8": { + "Dice": 0.9230415589164903, + "FN": 12580, + "FP": 2151, + "IoU": 0.8570818740116228, + "TN": 99552727, + "TP": 88342, + "n_pred": 90493, + "n_ref": 100922 + }, + "9": { + "Dice": 0.9044284220615143, + "FN": 12493, + "FP": 5057, + "IoU": 0.8255311111332028, + "TN": 99555209, + "TP": 83041, + "n_pred": 88098, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7062067686110302, + "FN": 180445, + "FP": 41269, + "IoU": 0.545842064618681, + "TN": 62595333, + "TP": 266473, + "n_pred": 307742, + "n_ref": 446918 + }, + "10": { + "Dice": 0.8023406506215287, + "FN": 10172, + "FP": 19722, + "IoU": 0.6699239237249771, + "TN": 62992953, + "TP": 60673, + "n_pred": 80395, + "n_ref": 70845 + }, + "11": { + "Dice": 0.6353206695504984, + "FN": 1856, + "FP": 83, + "IoU": 0.4655457552370452, + "TN": 63079892, + "TP": 1689, + "n_pred": 1772, + "n_ref": 3545 + }, + "12": { + "Dice": 0.4044198895027624, + "FN": 2587, + "FP": 108, + "IoU": 0.25346260387811637, + "TN": 63079910, + "TP": 915, + "n_pred": 1023, + "n_ref": 3502 + }, + "13": { + "Dice": 0.3793300313228101, + "FN": 33363, + "FP": 6862, + "IoU": 0.2340575432717025, + "TN": 63031003, + "TP": 12292, + "n_pred": 19154, + "n_ref": 45655 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1299, + "IoU": 0.0, + "TN": 63082221, + "TP": 0, + "n_pred": 1299, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 63083520, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8855225280458641, + "FN": 14923, + "FP": 13272, + "IoU": 0.7945629681443269, + "TN": 62946276, + "TP": 109049, + "n_pred": 122321, + "n_ref": 123972 + }, + "3": { + "Dice": 0.8776358271669782, + "FN": 13965, + "FP": 17719, + "IoU": 0.7819528174635946, + "TN": 62938212, + "TP": 113624, + "n_pred": 131343, + "n_ref": 127589 + }, + "4": { + "Dice": 0.3444463059138884, + "FN": 13917, + "FP": 1735, + "IoU": 0.20805504958510423, + "TN": 63063756, + "TP": 4112, + "n_pred": 5847, + "n_ref": 18029 + }, + "5": { + "Dice": 0.3097156168106377, + "FN": 13763, + "FP": 461, + "IoU": 0.18323284524834912, + "TN": 63066105, + "TP": 3191, + "n_pred": 3652, + "n_ref": 16954 + }, + "6": { + "Dice": 0.823478113307882, + "FN": 222220, + "FP": 166824, + "IoU": 0.6999258769619273, + "TN": 61787027, + "TP": 907449, + "n_pred": 1074273, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.6387798721586646, + "FN": 60871, + "FP": 47460, + "IoU": 0.46927007549591654, + "TN": 62879403, + "TP": 95786, + "n_pred": 143246, + "n_ref": 156657 + }, + "8": { + "Dice": 0.7353684534405838, + "FN": 45038, + "FP": 3126, + "IoU": 0.5814883041951966, + "TN": 62968436, + "TP": 66920, + "n_pred": 70046, + "n_ref": 111958 + }, + "9": { + "Dice": 0.8723885197616275, + "FN": 4681, + "FP": 6497, + "IoU": 0.7736605515733204, + "TN": 63034134, + "TP": 38208, + "n_pred": 44705, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6431647351978883, + "FN": 155817, + "FP": 18031, + "IoU": 0.47401829233240855, + "TN": 109278297, + "TP": 156673, + "n_pred": 174704, + "n_ref": 312490 + }, + "10": { + "Dice": 0.38391609241501684, + "FN": 56339, + "FP": 45045, + "IoU": 0.2375595045610763, + "TN": 109475845, + "TP": 31589, + "n_pred": 76634, + "n_ref": 87928 + }, + "11": { + "Dice": 0.671334214002642, + "FN": 1925, + "FP": 563, + "IoU": 0.5052694372638695, + "TN": 109603789, + "TP": 2541, + "n_pred": 3104, + "n_ref": 4466 + }, + "12": { + "Dice": 0.44436033308099926, + "FN": 2907, + "FP": 29, + "IoU": 0.2856447688564477, + "TN": 109604708, + "TP": 1174, + "n_pred": 1203, + "n_ref": 4081 + }, + "13": { + "Dice": 0.46539778836363116, + "FN": 48099, + "FP": 26980, + "IoU": 0.30326933249194965, + "TN": 109501059, + "TP": 32680, + "n_pred": 59660, + "n_ref": 80779 + }, + "14": { + "Dice": 0.3872870688931778, + "FN": 50763, + "FP": 95271, + "IoU": 0.24014631582781354, + "TN": 109416631, + "TP": 46153, + "n_pred": 141424, + "n_ref": 96916 + }, + "15": { + "Dice": 0.7370293803033914, + "FN": 37051, + "FP": 10396, + "IoU": 0.5835681122023575, + "TN": 109494881, + "TP": 66490, + "n_pred": 76886, + "n_ref": 103541 + }, + "2": { + "Dice": 0.605605580689123, + "FN": 116742, + "FP": 10014, + "IoU": 0.43431440365948903, + "TN": 109384743, + "TP": 97319, + "n_pred": 107333, + "n_ref": 214061 + }, + "3": { + "Dice": 0.784223002071425, + "FN": 25347, + "FP": 95905, + "IoU": 0.6450385254924003, + "TN": 109267226, + "TP": 220340, + "n_pred": 316245, + "n_ref": 245687 + }, + "4": { + "Dice": 0.6329434894852407, + "FN": 15843, + "FP": 24110, + "IoU": 0.462997311827957, + "TN": 109534418, + "TP": 34447, + "n_pred": 58557, + "n_ref": 50290 + }, + "5": { + "Dice": 0.6820989311993125, + "FN": 4202, + "FP": 1717, + "IoU": 0.5175645936914174, + "TN": 109596549, + "TP": 6350, + "n_pred": 8067, + "n_ref": 10552 + }, + "6": { + "Dice": 0.7655161793836225, + "FN": 47430, + "FP": 689570, + "IoU": 0.620110338101799, + "TN": 107668781, + "TP": 1203037, + "n_pred": 1892607, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.36316031248131253, + "FN": 930759, + "FP": 6399, + "IoU": 0.2218667565617457, + "TN": 108404451, + "TP": 267209, + "n_pred": 273608, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.912506418503753, + "FN": 10337, + "FP": 4828, + "IoU": 0.8390913142202322, + "TN": 109514572, + "TP": 79081, + "n_pred": 83909, + "n_ref": 89418 + }, + "9": { + "Dice": 0.6932488254028316, + "FN": 11231, + "FP": 27681, + "IoU": 0.530513259815159, + "TN": 109525936, + "TP": 43970, + "n_pred": 71651, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8076120763015009, + "FN": 5155, + "FP": 20392, + "IoU": 0.6773064874696847, + "TN": 66988184, + "TP": 53621, + "n_pred": 74013, + "n_ref": 58776 + }, + "10": { + "Dice": 0.5095508170787122, + "FN": 48519, + "FP": 9765, + "IoU": 0.34187735007508946, + "TN": 66978791, + "TP": 30277, + "n_pred": 40042, + "n_ref": 78796 + }, + "11": { + "Dice": 0.20894722743102062, + "FN": 2736, + "FP": 217, + "IoU": 0.11666168112473826, + "TN": 67064009, + "TP": 390, + "n_pred": 607, + "n_ref": 3126 + }, + "12": { + "Dice": 0.16186485070717654, + "FN": 3002, + "FP": 198, + "IoU": 0.08805927614705045, + "TN": 67063843, + "TP": 309, + "n_pred": 507, + "n_ref": 3311 + }, + "13": { + "Dice": 0.16669719728888074, + "FN": 34116, + "FP": 6825, + "IoU": 0.09092725819344524, + "TN": 67022316, + "TP": 4095, + "n_pred": 10920, + "n_ref": 38211 + }, + "14": { + "Dice": 0.705845058753179, + "FN": 26490, + "FP": 14339, + "IoU": 0.5454100094638981, + "TN": 66977537, + "TP": 48986, + "n_pred": 63325, + "n_ref": 75476 + }, + "15": { + "Dice": 0.04980099502487562, + "FN": 29360, + "FP": 47036, + "IoU": 0.0255363657236154, + "TN": 66988954, + "TP": 2002, + "n_pred": 49038, + "n_ref": 31362 + }, + "2": { + "Dice": 0.45882328671040146, + "FN": 101556, + "FP": 3376, + "IoU": 0.297709719303412, + "TN": 66917938, + "TP": 44482, + "n_pred": 47858, + "n_ref": 146038 + }, + "3": { + "Dice": 0.7508408747484537, + "FN": 3103, + "FP": 101272, + "IoU": 0.6010770442054411, + "TN": 66805710, + "TP": 157267, + "n_pred": 258539, + "n_ref": 160370 + }, + "4": { + "Dice": 0.0, + "FN": 13039, + "FP": 159, + "IoU": 0.0, + "TN": 67054154, + "TP": 0, + "n_pred": 159, + "n_ref": 13039 + }, + "5": { + "Dice": 0.33327685530328705, + "FN": 6954, + "FP": 916, + "IoU": 0.19995933719629969, + "TN": 67057515, + "TP": 1967, + "n_pred": 2883, + "n_ref": 8921 + }, + "6": { + "Dice": 0.8873884664890876, + "FN": 146395, + "FP": 90523, + "IoU": 0.7975725936337188, + "TN": 65896967, + "TP": 933467, + "n_pred": 1023990, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.1069157646258214, + "FN": 331500, + "FP": 4464, + "IoU": 0.05647702443874026, + "TN": 66711278, + "TP": 20110, + "n_pred": 24574, + "n_ref": 351610 + }, + "8": { + "Dice": 0.8835096924646553, + "FN": 9942, + "FP": 10039, + "IoU": 0.7913276868609861, + "TN": 66971599, + "TP": 75772, + "n_pred": 85811, + "n_ref": 85714 + }, + "9": { + "Dice": 0.8527893616400805, + "FN": 18858, + "FP": 1334, + "IoU": 0.7433590076005999, + "TN": 66988674, + "TP": 58486, + "n_pred": 59820, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6020273794002607, + "FN": 87866, + "FP": 34232, + "IoU": 0.43064318322771383, + "TN": 74304831, + "TP": 92351, + "n_pred": 126583, + "n_ref": 180217 + }, + "10": { + "Dice": 0.6615799957199533, + "FN": 15960, + "FP": 25156, + "IoU": 0.49429924358895516, + "TN": 74437975, + "TP": 40189, + "n_pred": 65345, + "n_ref": 56149 + }, + "11": { + "Dice": 0.2723697148475909, + "FN": 2833, + "FP": 127, + "IoU": 0.15765509391007398, + "TN": 74515766, + "TP": 554, + "n_pred": 681, + "n_ref": 3387 + }, + "12": { + "Dice": 0.013537906137184115, + "FN": 2186, + "FP": 0, + "IoU": 0.0068150840527033164, + "TN": 74517079, + "TP": 15, + "n_pred": 15, + "n_ref": 2201 + }, + "13": { + "Dice": 0.22209094692748682, + "FN": 34619, + "FP": 23322, + "IoU": 0.12491693348637709, + "TN": 74453068, + "TP": 8271, + "n_pred": 31593, + "n_ref": 42890 + }, + "14": { + "Dice": 0.45292809488510005, + "FN": 12373, + "FP": 34859, + "IoU": 0.29276473406804027, + "TN": 74452496, + "TP": 19552, + "n_pred": 54411, + "n_ref": 31925 + }, + "15": { + "Dice": 0.3887406664637313, + "FN": 19504, + "FP": 14633, + "IoU": 0.24126511379800852, + "TN": 74474288, + "TP": 10855, + "n_pred": 25488, + "n_ref": 30359 + }, + "2": { + "Dice": 0.8527860391551448, + "FN": 28220, + "FP": 10686, + "IoU": 0.7433539585999446, + "TN": 74367686, + "TP": 112688, + "n_pred": 123374, + "n_ref": 140908 + }, + "3": { + "Dice": 0.6759382730246658, + "FN": 17512, + "FP": 114933, + "IoU": 0.5105035960587492, + "TN": 74248706, + "TP": 138129, + "n_pred": 253062, + "n_ref": 155641 + }, + "4": { + "Dice": 0.28866639235587255, + "FN": 10121, + "FP": 5438, + "IoU": 0.16867920495832442, + "TN": 74500564, + "TP": 3157, + "n_pred": 8595, + "n_ref": 13278 + }, + "5": { + "Dice": 0.4145148138081, + "FN": 7104, + "FP": 1512, + "IoU": 0.26144351105777475, + "TN": 74507614, + "TP": 3050, + "n_pred": 4562, + "n_ref": 10154 + }, + "6": { + "Dice": 0.917218622440218, + "FN": 190534, + "FP": 64954, + "IoU": 0.8470949366596185, + "TN": 72848387, + "TP": 1415405, + "n_pred": 1480359, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.6274643050257939, + "FN": 81320, + "FP": 20646, + "IoU": 0.45715700314634494, + "TN": 74331443, + "TP": 85871, + "n_pred": 106517, + "n_ref": 167191 + }, + "8": { + "Dice": 0.9248308016243044, + "FN": 2887, + "FP": 7109, + "IoU": 0.8601723366159355, + "TN": 74447792, + "TP": 61492, + "n_pred": 68601, + "n_ref": 64379 + }, + "9": { + "Dice": 0.8058212504246152, + "FN": 25250, + "FP": 7333, + "IoU": 0.6747911489055903, + "TN": 74419089, + "TP": 67608, + "n_pred": 74941, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6990654517469859, + "FN": 115328, + "FP": 28965, + "IoU": 0.5373563586928641, + "TN": 65739292, + "TP": 167595, + "n_pred": 196560, + "n_ref": 282923 + }, + "10": { + "Dice": 0.31536248790381377, + "FN": 59743, + "FP": 43551, + "IoU": 0.18719901797236474, + "TN": 65924096, + "TP": 23790, + "n_pred": 67341, + "n_ref": 83533 + }, + "11": { + "Dice": 0.11807937285644292, + "FN": 3396, + "FP": 204, + "IoU": 0.06274407706326478, + "TN": 66047339, + "TP": 241, + "n_pred": 445, + "n_ref": 3637 + }, + "12": { + "Dice": 0.4339307048984468, + "FN": 2118, + "FP": 251, + "IoU": 0.27708269758925846, + "TN": 66047903, + "TP": 908, + "n_pred": 1159, + "n_ref": 3026 + }, + "13": { + "Dice": 0.6544162869802062, + "FN": 21557, + "FP": 5976, + "IoU": 0.48634379314204695, + "TN": 65997578, + "TP": 26069, + "n_pred": 32045, + "n_ref": 47626 + }, + "14": { + "Dice": 0.7476340485672207, + "FN": 2066, + "FP": 36147, + "IoU": 0.5969773034087074, + "TN": 65956364, + "TP": 56603, + "n_pred": 92750, + "n_ref": 58669 + }, + "15": { + "Dice": 0.8077188146106133, + "FN": 7602, + "FP": 489, + "IoU": 0.6774566473988439, + "TN": 66026095, + "TP": 16994, + "n_pred": 17483, + "n_ref": 24596 + }, + "2": { + "Dice": 0.6201606318947348, + "FN": 78625, + "FP": 1395, + "IoU": 0.44944407749889914, + "TN": 65905836, + "TP": 65324, + "n_pred": 66719, + "n_ref": 143949 + }, + "3": { + "Dice": 0.736335331619451, + "FN": 25217, + "FP": 69036, + "IoU": 0.5826983613960676, + "TN": 65825317, + "TP": 131610, + "n_pred": 200646, + "n_ref": 156827 + }, + "4": { + "Dice": 0.8872234608128966, + "FN": 3661, + "FP": 2915, + "IoU": 0.7973060444471843, + "TN": 66018737, + "TP": 25867, + "n_pred": 28782, + "n_ref": 29528 + }, + "5": { + "Dice": 0.8290950744558993, + "FN": 2741, + "FP": 243, + "IoU": 0.7080806104480533, + "TN": 66040958, + "TP": 7238, + "n_pred": 7481, + "n_ref": 9979 + }, + "6": { + "Dice": 0.7673132460816813, + "FN": 53029, + "FP": 535544, + "IoU": 0.6224722084849511, + "TN": 64492161, + "TP": 970446, + "n_pred": 1505990, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.3092673436052759, + "FN": 797229, + "FP": 3699, + "IoU": 0.18291912824630113, + "TN": 65070949, + "TP": 179303, + "n_pred": 183002, + "n_ref": 976532 + }, + "8": { + "Dice": 0.9334113114952101, + "FN": 7881, + "FP": 2594, + "IoU": 0.8751370810089162, + "TN": 65967288, + "TP": 73417, + "n_pred": 76011, + "n_ref": 81298 + }, + "9": { + "Dice": 0.8622223560315824, + "FN": 12808, + "FP": 5497, + "IoU": 0.7578127067291154, + "TN": 65975598, + "TP": 57277, + "n_pred": 62774, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.856505723198944, + "FN": 6348, + "FP": 43007, + "IoU": 0.749024932241054, + "TN": 113275887, + "TP": 147298, + "n_pred": 190305, + "n_ref": 153646 + }, + "10": { + "Dice": 0.7368585921869, + "FN": 7645, + "FP": 44437, + "IoU": 0.5833539995040119, + "TN": 113347537, + "TP": 72921, + "n_pred": 117358, + "n_ref": 80566 + }, + "11": { + "Dice": 0.5784908933217693, + "FN": 1896, + "FP": 48, + "IoU": 0.4069554606467358, + "TN": 113469262, + "TP": 1334, + "n_pred": 1382, + "n_ref": 3230 + }, + "12": { + "Dice": 0.6683722417652702, + "FN": 1993, + "FP": 81, + "IoU": 0.5019212295869356, + "TN": 113468376, + "TP": 2090, + "n_pred": 2171, + "n_ref": 4083 + }, + "13": { + "Dice": 0.31691960801318186, + "FN": 58604, + "FP": 20162, + "IoU": 0.18829736804138586, + "TN": 113375502, + "TP": 18272, + "n_pred": 38434, + "n_ref": 76876 + }, + "14": { + "Dice": 0.9147712455297307, + "FN": 37346, + "FP": 4813, + "IoU": 0.8429294208816429, + "TN": 113204132, + "TP": 226249, + "n_pred": 231062, + "n_ref": 263595 + }, + "15": { + "Dice": 0.4607667618264222, + "FN": 7599, + "FP": 25834, + "IoU": 0.299348240668944, + "TN": 113424823, + "TP": 14284, + "n_pred": 40118, + "n_ref": 21883 + }, + "2": { + "Dice": 0.8034364741216735, + "FN": 40817, + "FP": 1396, + "IoU": 0.6714532548799851, + "TN": 113344056, + "TP": 86271, + "n_pred": 87667, + "n_ref": 127088 + }, + "3": { + "Dice": 0.839479674796748, + "FN": 4137, + "FP": 40287, + "IoU": 0.7233649050047638, + "TN": 113311953, + "TP": 116163, + "n_pred": 156450, + "n_ref": 120300 + }, + "4": { + "Dice": 0.7204584291606172, + "FN": 3055, + "FP": 18702, + "IoU": 0.5630598064023778, + "TN": 113422746, + "TP": 28037, + "n_pred": 46739, + "n_ref": 31092 + }, + "5": { + "Dice": 0.2988921767626128, + "FN": 26715, + "FP": 1954, + "IoU": 0.1757044278320874, + "TN": 113437760, + "TP": 6111, + "n_pred": 8065, + "n_ref": 32826 + }, + "6": { + "Dice": 0.8751091279925294, + "FN": 222431, + "FP": 40505, + "IoU": 0.777950243680809, + "TN": 112288409, + "TP": 921195, + "n_pred": 961700, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.5792806095328097, + "FN": 119946, + "FP": 22518, + "IoU": 0.4077375260869204, + "TN": 113231998, + "TP": 98078, + "n_pred": 120596, + "n_ref": 218024 + }, + "8": { + "Dice": 0.6508727568831774, + "FN": 108265, + "FP": 5783, + "IoU": 0.48243985895614844, + "TN": 113252183, + "TP": 106309, + "n_pred": 112092, + "n_ref": 214574 + }, + "9": { + "Dice": 0.7932973544174812, + "FN": 32669, + "FP": 5670, + "IoU": 0.6574091449302558, + "TN": 113360631, + "TP": 73570, + "n_pred": 79240, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8030217611906642, + "FN": 16797, + "FP": 37360, + "IoU": 0.6708741522230596, + "TN": 75032180, + "TP": 110391, + "n_pred": 147751, + "n_ref": 127188 + }, + "10": { + "Dice": 0.48823544057963797, + "FN": 60837, + "FP": 21379, + "IoU": 0.32295732661363374, + "TN": 75075294, + "TP": 39218, + "n_pred": 60597, + "n_ref": 100055 + }, + "11": { + "Dice": 0.5102336158776101, + "FN": 2310, + "FP": 59, + "IoU": 0.3424923674715515, + "TN": 75193125, + "TP": 1234, + "n_pred": 1293, + "n_ref": 3544 + }, + "12": { + "Dice": 0.025663980901223515, + "FN": 3063, + "FP": 202, + "IoU": 0.012998790810157194, + "TN": 75193420, + "TP": 43, + "n_pred": 245, + "n_ref": 3106 + }, + "13": { + "Dice": 0.2503529411764706, + "FN": 44620, + "FP": 19100, + "IoU": 0.14308768154922, + "TN": 75122368, + "TP": 10640, + "n_pred": 29740, + "n_ref": 55260 + }, + "14": { + "Dice": 0.942931931307715, + "FN": 6796, + "FP": 8487, + "IoU": 0.8920257448266604, + "TN": 75055185, + "TP": 126260, + "n_pred": 134747, + "n_ref": 133056 + }, + "15": { + "Dice": 0.6569309045714063, + "FN": 31527, + "FP": 12638, + "IoU": 0.48912666281087336, + "TN": 75110278, + "TP": 42285, + "n_pred": 54923, + "n_ref": 73812 + }, + "2": { + "Dice": 0.7329436513008918, + "FN": 59729, + "FP": 3366, + "IoU": 0.5784617645879822, + "TN": 75047050, + "TP": 86583, + "n_pred": 89949, + "n_ref": 146312 + }, + "3": { + "Dice": 0.7925799777624524, + "FN": 6731, + "FP": 66956, + "IoU": 0.6564244116920236, + "TN": 74982257, + "TP": 140784, + "n_pred": 207740, + "n_ref": 147515 + }, + "4": { + "Dice": 0.8163357010767184, + "FN": 1346, + "FP": 9281, + "IoU": 0.6896682630533816, + "TN": 75162484, + "TP": 23617, + "n_pred": 32898, + "n_ref": 24963 + }, + "5": { + "Dice": 0.27054871220604704, + "FN": 6493, + "FP": 21, + "IoU": 0.15643615643615644, + "TN": 75189006, + "TP": 1208, + "n_pred": 1229, + "n_ref": 7701 + }, + "6": { + "Dice": 0.8844022172291989, + "FN": 29827, + "FP": 290852, + "IoU": 0.7927608237375807, + "TN": 73649342, + "TP": 1226707, + "n_pred": 1517559, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.6536497202676496, + "FN": 55250, + "FP": 47083, + "IoU": 0.48549751881627173, + "TN": 74997831, + "TP": 96564, + "n_pred": 143647, + "n_ref": 151814 + }, + "8": { + "Dice": 0.8537412797000344, + "FN": 17798, + "FP": 5138, + "IoU": 0.7448067915039442, + "TN": 75106851, + "TP": 66941, + "n_pred": 72079, + "n_ref": 84739 + }, + "9": { + "Dice": 0.8079723617580843, + "FN": 17479, + "FP": 10924, + "IoU": 0.6778134464648298, + "TN": 75108571, + "TP": 59754, + "n_pred": 70678, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8800270430324796, + "FN": 42727, + "FP": 4476, + "IoU": 0.7857574038352434, + "TN": 86707547, + "TP": 173122, + "n_pred": 177598, + "n_ref": 215849 + }, + "10": { + "Dice": 0.6042864536437692, + "FN": 26211, + "FP": 29604, + "IoU": 0.43295879388816644, + "TN": 86829440, + "TP": 42617, + "n_pred": 72221, + "n_ref": 68828 + }, + "11": { + "Dice": 0.5291787694745181, + "FN": 1588, + "FP": 195, + "IoU": 0.3597845601436266, + "TN": 86925087, + "TP": 1002, + "n_pred": 1197, + "n_ref": 2590 + }, + "12": { + "Dice": 0.5729048519218651, + "FN": 2642, + "FP": 747, + "IoU": 0.4014482515012363, + "TN": 86922210, + "TP": 2273, + "n_pred": 3020, + "n_ref": 4915 + }, + "13": { + "Dice": 0.4687349637036882, + "FN": 32955, + "FP": 17835, + "IoU": 0.30610962347669274, + "TN": 86854676, + "TP": 22406, + "n_pred": 40241, + "n_ref": 55361 + }, + "14": { + "Dice": 0.7220121148274954, + "FN": 14741, + "FP": 38035, + "IoU": 0.5649600619884102, + "TN": 86806559, + "TP": 68537, + "n_pred": 106572, + "n_ref": 83278 + }, + "15": { + "Dice": 0.6450065830475177, + "FN": 84514, + "FP": 1497, + "IoU": 0.47602193116052394, + "TN": 86763722, + "TP": 78139, + "n_pred": 79636, + "n_ref": 162653 + }, + "2": { + "Dice": 0.8499229452054795, + "FN": 24948, + "FP": 10110, + "IoU": 0.7390139136001905, + "TN": 86793543, + "TP": 99271, + "n_pred": 109381, + "n_ref": 124219 + }, + "3": { + "Dice": 0.8042747733666771, + "FN": 46853, + "FP": 13255, + "IoU": 0.6726250776118428, + "TN": 86744266, + "TP": 123498, + "n_pred": 136753, + "n_ref": 170351 + }, + "4": { + "Dice": 0.5234036457400709, + "FN": 1907, + "FP": 24709, + "IoU": 0.35446629962892, + "TN": 86886641, + "TP": 14615, + "n_pred": 39324, + "n_ref": 16522 + }, + "5": { + "Dice": 0.7876906218610172, + "FN": 1160, + "FP": 1165, + "IoU": 0.6497438987646882, + "TN": 86921234, + "TP": 4313, + "n_pred": 5478, + "n_ref": 5473 + }, + "6": { + "Dice": 0.8447388727360303, + "FN": 39629, + "FP": 377478, + "IoU": 0.7312103322792866, + "TN": 85376075, + "TP": 1134690, + "n_pred": 1512168, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.2795965431371499, + "FN": 856138, + "FP": 4796, + "IoU": 0.16251800821592932, + "TN": 85899869, + "TP": 167069, + "n_pred": 171865, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.9337244595795084, + "FN": 3937, + "FP": 3225, + "IoU": 0.8756877787999237, + "TN": 86870259, + "TP": 50451, + "n_pred": 53676, + "n_ref": 54388 + }, + "9": { + "Dice": 0.7715680388420476, + "FN": 6423, + "FP": 19830, + "IoU": 0.6280917977050574, + "TN": 86857282, + "TP": 44337, + "n_pred": 64167, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.24854869260913243, + "FN": 39847, + "FP": 254120, + "IoU": 0.14191013564596025, + "TN": 37407017, + "TP": 48616, + "n_pred": 302736, + "n_ref": 88463 + }, + "10": { + "Dice": 0.5210003492612718, + "FN": 27172, + "FP": 31801, + "IoU": 0.35226536328189356, + "TN": 37658555, + "TP": 32072, + "n_pred": 63873, + "n_ref": 59244 + }, + "11": { + "Dice": 0.8024956970740104, + "FN": 723, + "FP": 195, + "IoU": 0.6701401365432986, + "TN": 37746817, + "TP": 1865, + "n_pred": 2060, + "n_ref": 2588 + }, + "12": { + "Dice": 0.0, + "FN": 2917, + "FP": 69, + "IoU": 0.0, + "TN": 37746614, + "TP": 0, + "n_pred": 69, + "n_ref": 2917 + }, + "13": { + "Dice": 0.44931628001904894, + "FN": 31676, + "FP": 702, + "IoU": 0.28975365784105117, + "TN": 37704013, + "TP": 13209, + "n_pred": 13911, + "n_ref": 44885 + }, + "14": { + "Dice": 0.3163118709101527, + "FN": 29048, + "FP": 278853, + "IoU": 0.18786844513843645, + "TN": 37370473, + "TP": 71226, + "n_pred": 350079, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 47732, + "IoU": 0.0, + "TN": 37701868, + "TP": 0, + "n_pred": 47732, + "n_ref": 0 + }, + "2": { + "Dice": 0.2761436801084378, + "FN": 83934, + "FP": 1510, + "IoU": 0.1601894989286627, + "TN": 37647858, + "TP": 16298, + "n_pred": 17808, + "n_ref": 100232 + }, + "3": { + "Dice": 0.506893048904368, + "FN": 15346, + "FP": 127370, + "IoU": 0.3394887744192827, + "TN": 37533531, + "TP": 73353, + "n_pred": 200723, + "n_ref": 88699 + }, + "4": { + "Dice": 0.0, + "FN": 11694, + "FP": 0, + "IoU": 0.0, + "TN": 37737906, + "TP": 0, + "n_pred": 0, + "n_ref": 11694 + }, + "5": { + "Dice": 0.7767113783533766, + "FN": 3332, + "FP": 530, + "IoU": 0.6349371396162208, + "TN": 37739021, + "TP": 6717, + "n_pred": 7247, + "n_ref": 10049 + }, + "6": { + "Dice": 0.5183638874937218, + "FN": 478313, + "FP": 12663, + "IoU": 0.34985910718447427, + "TN": 36994416, + "TP": 264208, + "n_pred": 276871, + "n_ref": 742521 + }, + "7": { + "Dice": 0.667453648027505, + "FN": 164357, + "FP": 15935, + "IoU": 0.5008858769074037, + "TN": 37388376, + "TP": 180932, + "n_pred": 196867, + "n_ref": 345289 + }, + "8": { + "Dice": 0.8939317553027974, + "FN": 5387, + "FP": 11865, + "IoU": 0.8082066903091684, + "TN": 37659649, + "TP": 72699, + "n_pred": 84564, + "n_ref": 78086 + }, + "9": { + "Dice": 0.8551856314695864, + "FN": 9704, + "FP": 5559, + "IoU": 0.7470081219956903, + "TN": 37689270, + "TP": 45067, + "n_pred": 50626, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8359974476857381, + "FN": 44734, + "FP": 15410, + "IoU": 0.7182092908848127, + "TN": 75693253, + "TP": 153291, + "n_pred": 168701, + "n_ref": 198025 + }, + "10": { + "Dice": 0.8208755496081055, + "FN": 26084, + "FP": 12333, + "IoU": 0.6961738002594033, + "TN": 75780244, + "TP": 88027, + "n_pred": 100360, + "n_ref": 114111 + }, + "11": { + "Dice": 0.7174825174825175, + "FN": 1264, + "FP": 1160, + "IoU": 0.559432933478735, + "TN": 75901186, + "TP": 3078, + "n_pred": 4238, + "n_ref": 4342 + }, + "12": { + "Dice": 0.18634449935932637, + "FN": 4075, + "FP": 370, + "IoU": 0.10274525635849818, + "TN": 75901734, + "TP": 509, + "n_pred": 879, + "n_ref": 4584 + }, + "13": { + "Dice": 0.6219061166429587, + "FN": 18548, + "FP": 9361, + "IoU": 0.4512799339388935, + "TN": 75855826, + "TP": 22953, + "n_pred": 32314, + "n_ref": 41501 + }, + "14": { + "Dice": 0.7863232300899342, + "FN": 2760, + "FP": 62958, + "IoU": 0.6478852109431091, + "TN": 75720050, + "TP": 120920, + "n_pred": 183878, + "n_ref": 123680 + }, + "15": { + "Dice": 0.6344609489350034, + "FN": 98191, + "FP": 4452, + "IoU": 0.46462307206826586, + "TN": 75714967, + "TP": 89078, + "n_pred": 93530, + "n_ref": 187269 + }, + "2": { + "Dice": 0.8001322120594737, + "FN": 45047, + "FP": 28725, + "IoU": 0.6668503147607908, + "TN": 75685250, + "TP": 147666, + "n_pred": 176391, + "n_ref": 192713 + }, + "3": { + "Dice": 0.7340872573110824, + "FN": 83794, + "FP": 37513, + "IoU": 0.5798877225548833, + "TN": 75617939, + "TP": 167442, + "n_pred": 204955, + "n_ref": 251236 + }, + "4": { + "Dice": 0.7240488282990288, + "FN": 1736, + "FP": 19943, + "IoU": 0.5674581005586592, + "TN": 75856568, + "TP": 28441, + "n_pred": 48384, + "n_ref": 30177 + }, + "5": { + "Dice": 0.8521457308895842, + "FN": 2004, + "FP": 642, + "IoU": 0.742381462369779, + "TN": 75896417, + "TP": 7625, + "n_pred": 8267, + "n_ref": 9629 + }, + "6": { + "Dice": 0.9420364161461089, + "FN": 95590, + "FP": 102704, + "IoU": 0.8904242362619995, + "TN": 74097036, + "TP": 1611358, + "n_pred": 1714062, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.7977887406283013, + "FN": 79271, + "FP": 19308, + "IoU": 0.6636011220234642, + "TN": 75613646, + "TP": 194463, + "n_pred": 213771, + "n_ref": 273734 + }, + "8": { + "Dice": 0.9469296629695413, + "FN": 5646, + "FP": 4005, + "IoU": 0.8992083716267023, + "TN": 75810936, + "TP": 86101, + "n_pred": 90106, + "n_ref": 91747 + }, + "9": { + "Dice": 0.8557113000619498, + "FN": 14897, + "FP": 6298, + "IoU": 0.7478106706011137, + "TN": 75822644, + "TP": 62849, + "n_pred": 69147, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7238271319620985, + "FN": 8918, + "FP": 56807, + "IoU": 0.5671858022455633, + "TN": 61235895, + "TP": 86130, + "n_pred": 142937, + "n_ref": 95048 + }, + "10": { + "Dice": 0.7252987846677897, + "FN": 9810, + "FP": 41883, + "IoU": 0.5689951307363927, + "TN": 61267814, + "TP": 68243, + "n_pred": 110126, + "n_ref": 78053 + }, + "11": { + "Dice": 0.8034216153972693, + "FN": 900, + "FP": 295, + "IoU": 0.6714324993126203, + "TN": 61384113, + "TP": 2442, + "n_pred": 2737, + "n_ref": 3342 + }, + "12": { + "Dice": 0.73584229390681, + "FN": 1316, + "FP": 158, + "IoU": 0.582081088743975, + "TN": 61384223, + "TP": 2053, + "n_pred": 2211, + "n_ref": 3369 + }, + "13": { + "Dice": 0.25877258473943554, + "FN": 30790, + "FP": 18850, + "IoU": 0.14861504159163022, + "TN": 61329445, + "TP": 8665, + "n_pred": 27515, + "n_ref": 39455 + }, + "14": { + "Dice": 0.7601287736135577, + "FN": 3890, + "FP": 35600, + "IoU": 0.6130707427003723, + "TN": 61285690, + "TP": 62570, + "n_pred": 98170, + "n_ref": 66460 + }, + "15": { + "Dice": 0.8226342441185779, + "FN": 11540, + "FP": 1910, + "IoU": 0.6987074662305952, + "TN": 61343109, + "TP": 31191, + "n_pred": 33101, + "n_ref": 42731 + }, + "2": { + "Dice": 0.9286631445460798, + "FN": 16360, + "FP": 1585, + "IoU": 0.8668264699552501, + "TN": 61253001, + "TP": 116804, + "n_pred": 118389, + "n_ref": 133164 + }, + "3": { + "Dice": 0.8265797156495737, + "FN": 5222, + "FP": 48655, + "IoU": 0.7044191468934302, + "TN": 61205475, + "TP": 128398, + "n_pred": 177053, + "n_ref": 133620 + }, + "4": { + "Dice": 0.7405780274264914, + "FN": 7176, + "FP": 1091, + "IoU": 0.5880300991677879, + "TN": 61367683, + "TP": 11800, + "n_pred": 12891, + "n_ref": 18976 + }, + "5": { + "Dice": 0.15059292348234085, + "FN": 25352, + "FP": 1079, + "IoU": 0.08142767776464864, + "TN": 61358976, + "TP": 2343, + "n_pred": 3422, + "n_ref": 27695 + }, + "6": { + "Dice": 0.8897855690978792, + "FN": 184411, + "FP": 16321, + "IoU": 0.8014537951689846, + "TN": 60376741, + "TP": 810277, + "n_pred": 826598, + "n_ref": 994688 + }, + "7": { + "Dice": 0.46374871616140745, + "FN": 104956, + "FP": 68909, + "IoU": 0.3018703522269157, + "TN": 61138706, + "TP": 75179, + "n_pred": 144088, + "n_ref": 180135 + }, + "8": { + "Dice": 0.6242896072726879, + "FN": 131081, + "FP": 7617, + "IoU": 0.4537943527743866, + "TN": 61133820, + "TP": 115232, + "n_pred": 122849, + "n_ref": 246313 + }, + "9": { + "Dice": 0.8159189873417722, + "FN": 19288, + "FP": 7979, + "IoU": 0.6890736179529283, + "TN": 61300054, + "TP": 60429, + "n_pred": 68408, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8891984929105926, + "FN": 16063, + "FP": 26167, + "IoU": 0.8005016983101931, + "TN": 39537119, + "TP": 169451, + "n_pred": 195618, + "n_ref": 185514 + }, + "10": { + "Dice": 0.43798376141282025, + "FN": 24105, + "FP": 47053, + "IoU": 0.2803964200839359, + "TN": 39649915, + "TP": 27727, + "n_pred": 74780, + "n_ref": 51832 + }, + "11": { + "Dice": 0.7359027909625973, + "FN": 1093, + "FP": 298, + "IoU": 0.5821568038449985, + "TN": 39745471, + "TP": 1938, + "n_pred": 2236, + "n_ref": 3031 + }, + "12": { + "Dice": 0.45018450184501846, + "FN": 2423, + "FP": 110, + "IoU": 0.2904761904761905, + "TN": 39745230, + "TP": 1037, + "n_pred": 1147, + "n_ref": 3460 + }, + "13": { + "Dice": 0.4714516855431936, + "FN": 29679, + "FP": 2008, + "IoU": 0.3084310002400751, + "TN": 39702981, + "TP": 14132, + "n_pred": 16140, + "n_ref": 43811 + }, + "14": { + "Dice": 0.2626227270340748, + "FN": 18327, + "FP": 65939, + "IoU": 0.15116044806189055, + "TN": 39649528, + "TP": 15006, + "n_pred": 80945, + "n_ref": 33333 + }, + "15": { + "Dice": 0.8034551285835153, + "FN": 10882, + "FP": 9096, + "IoU": 0.6714793132934289, + "TN": 39687988, + "TP": 40834, + "n_pred": 49930, + "n_ref": 51716 + }, + "2": { + "Dice": 0.6729550723037863, + "FN": 56884, + "FP": 2370, + "IoU": 0.5071079797366429, + "TN": 39628583, + "TP": 60963, + "n_pred": 63333, + "n_ref": 117847 + }, + "3": { + "Dice": 0.7525265853326103, + "FN": 4527, + "FP": 80810, + "IoU": 0.6032405793058558, + "TN": 39533715, + "TP": 129748, + "n_pred": 210558, + "n_ref": 134275 + }, + "4": { + "Dice": 0.8564976854465395, + "FN": 4808, + "FP": 1547, + "IoU": 0.7490126382306477, + "TN": 39723480, + "TP": 18965, + "n_pred": 20512, + "n_ref": 23773 + }, + "5": { + "Dice": 0.7847015196684359, + "FN": 1128, + "FP": 1833, + "IoU": 0.6456862510470265, + "TN": 39740443, + "TP": 5396, + "n_pred": 7229, + "n_ref": 6524 + }, + "6": { + "Dice": 0.9650121413942775, + "FN": 39767, + "FP": 24639, + "IoU": 0.932389818267325, + "TN": 38796192, + "TP": 888202, + "n_pred": 912841, + "n_ref": 927969 + }, + "7": { + "Dice": 0.29119727656720795, + "FN": 607023, + "FP": 1779, + "IoU": 0.1704101196551381, + "TN": 39014941, + "TP": 125057, + "n_pred": 126836, + "n_ref": 732080 + }, + "8": { + "Dice": 0.952236209292792, + "FN": 1916, + "FP": 2861, + "IoU": 0.9088271781658556, + "TN": 39696405, + "TP": 47618, + "n_pred": 50479, + "n_ref": 49534 + }, + "9": { + "Dice": 0.8805761481255213, + "FN": 4153, + "FP": 6012, + "IoU": 0.7866333620201087, + "TN": 39701159, + "TP": 37476, + "n_pred": 43488, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6797823006906359, + "FN": 31944, + "FP": 29305, + "IoU": 0.5149016719335345, + "TN": 101270347, + "TP": 65012, + "n_pred": 94317, + "n_ref": 96956 + }, + "10": { + "Dice": 0.5159897737211545, + "FN": 36374, + "FP": 49956, + "IoU": 0.34769960784906345, + "TN": 101264261, + "TP": 46017, + "n_pred": 95973, + "n_ref": 82391 + }, + "11": { + "Dice": 0.6885283104504709, + "FN": 2495, + "FP": 250, + "IoU": 0.5250043260079599, + "TN": 101390829, + "TP": 3034, + "n_pred": 3284, + "n_ref": 5529 + }, + "12": { + "Dice": 0.7405876951331497, + "FN": 1999, + "FP": 261, + "IoU": 0.5880422894640904, + "TN": 101391122, + "TP": 3226, + "n_pred": 3487, + "n_ref": 5225 + }, + "13": { + "Dice": 0.6780440789050954, + "FN": 23564, + "FP": 1489, + "IoU": 0.512909748415445, + "TN": 101345174, + "TP": 26381, + "n_pred": 27870, + "n_ref": 49945 + }, + "14": { + "Dice": 0.9628150085084548, + "FN": 9499, + "FP": 3328, + "IoU": 0.9282963178283741, + "TN": 101217719, + "TP": 166062, + "n_pred": 169390, + "n_ref": 175561 + }, + "15": { + "Dice": 0.787788033882395, + "FN": 9250, + "FP": 245, + "IoU": 0.6498764703713263, + "TN": 101369489, + "TP": 17624, + "n_pred": 17869, + "n_ref": 26874 + }, + "2": { + "Dice": 0.5987618767903391, + "FN": 103250, + "FP": 1943, + "IoU": 0.4273091538637428, + "TN": 101212926, + "TP": 78489, + "n_pred": 80432, + "n_ref": 181739 + }, + "3": { + "Dice": 0.7201564713411521, + "FN": 16951, + "FP": 99800, + "IoU": 0.5626910284070479, + "TN": 101129632, + "TP": 150225, + "n_pred": 250025, + "n_ref": 167176 + }, + "4": { + "Dice": 0.8187047200878156, + "FN": 823, + "FP": 3306, + "IoU": 0.6930567945286946, + "TN": 101383156, + "TP": 9323, + "n_pred": 12629, + "n_ref": 10146 + }, + "5": { + "Dice": 0.5607911369931113, + "FN": 22723, + "FP": 2015, + "IoU": 0.38965236485652954, + "TN": 101356077, + "TP": 15793, + "n_pred": 17808, + "n_ref": 38516 + }, + "6": { + "Dice": 0.8945148090938333, + "FN": 88307, + "FP": 322594, + "IoU": 0.8091603727053088, + "TN": 99243486, + "TP": 1742221, + "n_pred": 2064815, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.5821327859732587, + "FN": 263770, + "FP": 19409, + "IoU": 0.4105693256845979, + "TN": 100916180, + "TP": 197249, + "n_pred": 216658, + "n_ref": 461019 + }, + "8": { + "Dice": 0.6121845874062287, + "FN": 137227, + "FP": 12901, + "IoU": 0.4411138411138411, + "TN": 101127988, + "TP": 118492, + "n_pred": 131393, + "n_ref": 255719 + }, + "9": { + "Dice": 0.868712325447551, + "FN": 14922, + "FP": 6749, + "IoU": 0.7678969239996573, + "TN": 101303240, + "TP": 71697, + "n_pred": 78446, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7234218180229086, + "FN": 68007, + "FP": 45915, + "IoU": 0.566688220303526, + "TN": 73620594, + "TP": 148988, + "n_pred": 194903, + "n_ref": 216995 + }, + "10": { + "Dice": 0.0, + "FN": 75841, + "FP": 90934, + "IoU": 0.0, + "TN": 73716729, + "TP": 0, + "n_pred": 90934, + "n_ref": 75841 + }, + "11": { + "Dice": 0.4328147100424328, + "FN": 1975, + "FP": 9253, + "IoU": 0.27617328519855594, + "TN": 73867992, + "TP": 4284, + "n_pred": 13537, + "n_ref": 6259 + }, + "12": { + "Dice": 0.0021486123545210387, + "FN": 5535, + "FP": 38, + "IoU": 0.0010754615522495072, + "TN": 73877925, + "TP": 6, + "n_pred": 44, + "n_ref": 5541 + }, + "13": { + "Dice": 0.027374907408401414, + "FN": 59964, + "FP": 30637, + "IoU": 0.013877399973877835, + "TN": 73791628, + "TP": 1275, + "n_pred": 31912, + "n_ref": 61239 + }, + "14": { + "Dice": 0.6291032217513838, + "FN": 23572, + "FP": 67893, + "IoU": 0.458899044576567, + "TN": 73714469, + "TP": 77570, + "n_pred": 145463, + "n_ref": 101142 + }, + "15": { + "Dice": 0.3999223545968505, + "FN": 164488, + "FP": 8629, + "IoU": 0.24993934247240082, + "TN": 73652700, + "TP": 57687, + "n_pred": 66316, + "n_ref": 222175 + }, + "2": { + "Dice": 0.3535326044696039, + "FN": 145585, + "FP": 20689, + "IoU": 0.21472189818597423, + "TN": 73671765, + "TP": 45465, + "n_pred": 66154, + "n_ref": 191050 + }, + "3": { + "Dice": 0.5962844467195632, + "FN": 47750, + "FP": 141528, + "IoU": 0.42479008323735257, + "TN": 73554445, + "TP": 139781, + "n_pred": 281309, + "n_ref": 187531 + }, + "4": { + "Dice": 0.0, + "FN": 47888, + "FP": 46344, + "IoU": 0.0, + "TN": 73789272, + "TP": 0, + "n_pred": 46344, + "n_ref": 47888 + }, + "5": { + "Dice": 0.3686203402485201, + "FN": 11672, + "FP": 167, + "IoU": 0.22595619483491336, + "TN": 73868209, + "TP": 3456, + "n_pred": 3623, + "n_ref": 15128 + }, + "6": { + "Dice": 0.6731740777476368, + "FN": 293032, + "FP": 1074424, + "IoU": 0.5073567424767261, + "TN": 71107751, + "TP": 1408297, + "n_pred": 2482721, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.12319399824111132, + "FN": 148575, + "FP": 193396, + "IoU": 0.06564024098689873, + "TN": 73517509, + "TP": 24024, + "n_pred": 217420, + "n_ref": 172599 + }, + "8": { + "Dice": 0.7607132906101979, + "FN": 24843, + "FP": 9509, + "IoU": 0.6138315571743334, + "TN": 73794548, + "TP": 54604, + "n_pred": 64113, + "n_ref": 79447 + }, + "9": { + "Dice": 0.7537062757961721, + "FN": 13667, + "FP": 36339, + "IoU": 0.6047581410053746, + "TN": 73756984, + "TP": 76514, + "n_pred": 112853, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8614675440308663, + "FN": 26248, + "FP": 25563, + "IoU": 0.7566473309692117, + "TN": 69282871, + "TP": 161094, + "n_pred": 186657, + "n_ref": 187342 + }, + "10": { + "Dice": 0.5528609875965363, + "FN": 29675, + "FP": 31465, + "IoU": 0.3820372354403768, + "TN": 69396838, + "TP": 37798, + "n_pred": 69263, + "n_ref": 67473 + }, + "11": { + "Dice": 0.7761748321668334, + "FN": 744, + "FP": 823, + "IoU": 0.6342203548085901, + "TN": 69491492, + "TP": 2717, + "n_pred": 3540, + "n_ref": 3461 + }, + "12": { + "Dice": 0.5469451493265665, + "FN": 1751, + "FP": 570, + "IoU": 0.37641053197205804, + "TN": 69492054, + "TP": 1401, + "n_pred": 1971, + "n_ref": 3152 + }, + "13": { + "Dice": 0.6432831794748831, + "FN": 34893, + "FP": 12713, + "IoU": 0.4741469772785013, + "TN": 69405245, + "TP": 42925, + "n_pred": 55638, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9001950607118029, + "FN": 17663, + "FP": 11911, + "IoU": 0.8185042897647073, + "TN": 69332830, + "TP": 133372, + "n_pred": 145283, + "n_ref": 151035 + }, + "15": { + "Dice": 0.7639577495149816, + "FN": 28432, + "FP": 12083, + "IoU": 0.6180676665504011, + "TN": 69389697, + "TP": 65564, + "n_pred": 77647, + "n_ref": 93996 + }, + "2": { + "Dice": 0.5363672754807252, + "FN": 94544, + "FP": 1587, + "IoU": 0.3664630248390307, + "TN": 69344039, + "TP": 55606, + "n_pred": 57193, + "n_ref": 150150 + }, + "3": { + "Dice": 0.7404504907751875, + "FN": 21205, + "FP": 84910, + "IoU": 0.5878693019624901, + "TN": 69238297, + "TP": 151364, + "n_pred": 236274, + "n_ref": 172569 + }, + "4": { + "Dice": 0.40218046559353554, + "FN": 21441, + "FP": 25168, + "IoU": 0.25170581341210846, + "TN": 69433489, + "TP": 15678, + "n_pred": 40846, + "n_ref": 37119 + }, + "5": { + "Dice": 0.8213484128603492, + "FN": 5004, + "FP": 1125, + "IoU": 0.6968542882579879, + "TN": 69475558, + "TP": 14089, + "n_pred": 15214, + "n_ref": 19093 + }, + "6": { + "Dice": 0.9001818773902736, + "FN": 93789, + "FP": 206910, + "IoU": 0.8184824916816775, + "TN": 67839192, + "TP": 1355885, + "n_pred": 1562795, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.8483620981387479, + "FN": 62300, + "FP": 27318, + "IoU": 0.7366569793922582, + "TN": 69155467, + "TP": 250691, + "n_pred": 278009, + "n_ref": 312991 + }, + "8": { + "Dice": 0.7871432396544281, + "FN": 16661, + "FP": 22292, + "IoU": 0.6489993422060427, + "TN": 69384799, + "TP": 72024, + "n_pred": 94316, + "n_ref": 88685 + }, + "9": { + "Dice": 0.7667632352043204, + "FN": 23862, + "FP": 10515, + "IoU": 0.6217486026143215, + "TN": 69404892, + "TP": 56507, + "n_pred": 67022, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8556884259662914, + "FN": 11035, + "FP": 53516, + "IoU": 0.7477757329238416, + "TN": 50577625, + "TP": 191376, + "n_pred": 244892, + "n_ref": 202411 + }, + "10": { + "Dice": 0.6638240737380702, + "FN": 20961, + "FP": 34623, + "IoU": 0.4968088862333994, + "TN": 50723089, + "TP": 54879, + "n_pred": 89502, + "n_ref": 75840 + }, + "11": { + "Dice": 0.8341910582180766, + "FN": 1542, + "FP": 520, + "IoU": 0.7155469719961374, + "TN": 50826303, + "TP": 5187, + "n_pred": 5707, + "n_ref": 6729 + }, + "12": { + "Dice": 0.2848610750454427, + "FN": 5202, + "FP": 306, + "IoU": 0.1660862982588948, + "TN": 50826947, + "TP": 1097, + "n_pred": 1403, + "n_ref": 6299 + }, + "13": { + "Dice": 0.4530171765161124, + "FN": 27190, + "FP": 23698, + "IoU": 0.2928391767763094, + "TN": 50761591, + "TP": 21073, + "n_pred": 44771, + "n_ref": 48263 + }, + "14": { + "Dice": 0.45828684542019077, + "FN": 25270, + "FP": 34936, + "IoU": 0.29725817935639, + "TN": 50747879, + "TP": 25467, + "n_pred": 60403, + "n_ref": 50737 + }, + "15": { + "Dice": 0.062270205937984824, + "FN": 33291, + "FP": 10832, + "IoU": 0.03213564973238572, + "TN": 50787964, + "TP": 1465, + "n_pred": 12297, + "n_ref": 34756 + }, + "2": { + "Dice": 0.673693526974293, + "FN": 103221, + "FP": 2222, + "IoU": 0.5079471002183936, + "TN": 50619260, + "TP": 108849, + "n_pred": 111071, + "n_ref": 212070 + }, + "3": { + "Dice": 0.7772239771315234, + "FN": 6420, + "FP": 106349, + "IoU": 0.6356225200656577, + "TN": 50524068, + "TP": 196715, + "n_pred": 303064, + "n_ref": 203135 + }, + "4": { + "Dice": 0.8762334693405098, + "FN": 2825, + "FP": 1452, + "IoU": 0.7797291033630324, + "TN": 50814135, + "TP": 15140, + "n_pred": 16592, + "n_ref": 17965 + }, + "5": { + "Dice": 0.8452283410237613, + "FN": 3044, + "FP": 545, + "IoU": 0.7319441332437076, + "TN": 50820163, + "TP": 9800, + "n_pred": 10345, + "n_ref": 12844 + }, + "6": { + "Dice": 0.8822067571052414, + "FN": 133497, + "FP": 417377, + "IoU": 0.7892396583294627, + "TN": 48219806, + "TP": 2062872, + "n_pred": 2480249, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.6412441912056606, + "FN": 63603, + "FP": 120753, + "IoU": 0.47193482968411643, + "TN": 50484436, + "TP": 164760, + "n_pred": 285513, + "n_ref": 228363 + }, + "8": { + "Dice": 0.875406415069731, + "FN": 8957, + "FP": 17791, + "IoU": 0.7784202460340471, + "TN": 50712837, + "TP": 93967, + "n_pred": 111758, + "n_ref": 102924 + }, + "9": { + "Dice": 0.7259783552229453, + "FN": 44448, + "FP": 8901, + "IoU": 0.569832041864553, + "TN": 50709533, + "TP": 70670, + "n_pred": 79571, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8998916819183506, + "FN": 31257, + "FP": 8946, + "IoU": 0.8180027976586585, + "TN": 76663961, + "TP": 180696, + "n_pred": 189642, + "n_ref": 211953 + }, + "10": { + "Dice": 0.7327850264845747, + "FN": 21658, + "FP": 9922, + "IoU": 0.578264179164274, + "TN": 76809979, + "TP": 43301, + "n_pred": 53223, + "n_ref": 64959 + }, + "11": { + "Dice": 0.7354861478736545, + "FN": 790, + "FP": 709, + "IoU": 0.581635500976835, + "TN": 76881277, + "TP": 2084, + "n_pred": 2793, + "n_ref": 2874 + }, + "12": { + "Dice": 0.23298340670504572, + "FN": 2265, + "FP": 0, + "IoU": 0.1318512840168647, + "TN": 76882251, + "TP": 344, + "n_pred": 344, + "n_ref": 2609 + }, + "13": { + "Dice": 0.5101716220722916, + "FN": 22896, + "FP": 15292, + "IoU": 0.3424365045200172, + "TN": 76826785, + "TP": 19887, + "n_pred": 35179, + "n_ref": 42783 + }, + "14": { + "Dice": 0.798091461277277, + "FN": 5235, + "FP": 33358, + "IoU": 0.6640201276258629, + "TN": 76769993, + "TP": 76274, + "n_pred": 109632, + "n_ref": 81509 + }, + "15": { + "Dice": 0.2647726068058942, + "FN": 33771, + "FP": 906, + "IoU": 0.1525866914298282, + "TN": 76843939, + "TP": 6244, + "n_pred": 7150, + "n_ref": 40015 + }, + "2": { + "Dice": 0.8832767827742702, + "FN": 11353, + "FP": 13106, + "IoU": 0.7909540781005615, + "TN": 76767857, + "TP": 92544, + "n_pred": 105650, + "n_ref": 103897 + }, + "3": { + "Dice": 0.8633379707262369, + "FN": 15806, + "FP": 10029, + "IoU": 0.7595379703831941, + "TN": 76777421, + "TP": 81604, + "n_pred": 91633, + "n_ref": 97410 + }, + "4": { + "Dice": 0.9304291810934858, + "FN": 1772, + "FP": 1684, + "IoU": 0.8699089061206052, + "TN": 76858294, + "TP": 23110, + "n_pred": 24794, + "n_ref": 24882 + }, + "5": { + "Dice": 0.7145185070225809, + "FN": 6547, + "FP": 811, + "IoU": 0.5558372570324761, + "TN": 76868294, + "TP": 9208, + "n_pred": 10019, + "n_ref": 15755 + }, + "6": { + "Dice": 0.9200842952558806, + "FN": 22733, + "FP": 169796, + "IoU": 0.8519964023246518, + "TN": 75584020, + "TP": 1108311, + "n_pred": 1278107, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.7399878000809528, + "FN": 31354, + "FP": 59864, + "IoU": 0.58728621844177, + "TN": 76663840, + "TP": 129802, + "n_pred": 189666, + "n_ref": 161156 + }, + "8": { + "Dice": 0.9344299600143038, + "FN": 5446, + "FP": 4639, + "IoU": 0.8769296479345903, + "TN": 76802915, + "TP": 71860, + "n_pred": 76499, + "n_ref": 77306 + }, + "9": { + "Dice": 0.8761148485455423, + "FN": 17405, + "FP": 3625, + "IoU": 0.7795412613217041, + "TN": 76789468, + "TP": 74362, + "n_pred": 77987, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7175660325813455, + "FN": 49714, + "FP": 9215, + "IoU": 0.559534487397973, + "TN": 130866144, + "TP": 74859, + "n_pred": 84074, + "n_ref": 124573 + }, + "10": { + "Dice": 0.49049413454923996, + "FN": 17277, + "FP": 66418, + "IoU": 0.3249368854905187, + "TN": 130875951, + "TP": 40286, + "n_pred": 106704, + "n_ref": 57563 + }, + "11": { + "Dice": 0.8098528086512466, + "FN": 1524, + "FP": 375, + "IoU": 0.6804644119131752, + "TN": 130993989, + "TP": 4044, + "n_pred": 4419, + "n_ref": 5568 + }, + "12": { + "Dice": 0.049399198931909215, + "FN": 7117, + "FP": 3, + "IoU": 0.025325119780971937, + "TN": 130992627, + "TP": 185, + "n_pred": 188, + "n_ref": 7302 + }, + "13": { + "Dice": 0.2303250684302012, + "FN": 66889, + "FP": 10157, + "IoU": 0.13015106013051234, + "TN": 130911358, + "TP": 11528, + "n_pred": 21685, + "n_ref": 78417 + }, + "14": { + "Dice": 0.04119992139026924, + "FN": 925580, + "FP": 30662, + "IoU": 0.021033244709440235, + "TN": 130023145, + "TP": 20545, + "n_pred": 51207, + "n_ref": 946125 + }, + "15": { + "Dice": 0.0, + "FN": 25310, + "FP": 4110, + "IoU": 0.0, + "TN": 130970512, + "TP": 0, + "n_pred": 4110, + "n_ref": 25310 + }, + "2": { + "Dice": 0.4531785385965401, + "FN": 153784, + "FP": 3250, + "IoU": 0.29297404380810876, + "TN": 130777827, + "TP": 65071, + "n_pred": 68321, + "n_ref": 218855 + }, + "3": { + "Dice": 0.7492458918443526, + "FN": 37261, + "FP": 127252, + "IoU": 0.599035323537082, + "TN": 130589639, + "TP": 245780, + "n_pred": 373032, + "n_ref": 283041 + }, + "4": { + "Dice": 0.0, + "FN": 2280, + "FP": 10786, + "IoU": 0.0, + "TN": 130986866, + "TP": 0, + "n_pred": 10786, + "n_ref": 2280 + }, + "5": { + "Dice": 0.21688325870918423, + "FN": 20740, + "FP": 773, + "IoU": 0.12163155316021558, + "TN": 130975440, + "TP": 2979, + "n_pred": 3752, + "n_ref": 23719 + }, + "6": { + "Dice": 0.8731294856910513, + "FN": 40705, + "FP": 375538, + "IoU": 0.7748268098278323, + "TN": 129151386, + "TP": 1432303, + "n_pred": 1807841, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.35776079665295113, + "FN": 152333, + "FP": 33409, + "IoU": 0.21784938267445975, + "TN": 130762456, + "TP": 51734, + "n_pred": 85143, + "n_ref": 204067 + }, + "8": { + "Dice": 0.8843595611352311, + "FN": 22648, + "FP": 4387, + "IoU": 0.7926922781995246, + "TN": 130869522, + "TP": 103375, + "n_pred": 107762, + "n_ref": 126023 + }, + "9": { + "Dice": 0.7516442169055568, + "FN": 8476, + "FP": 23735, + "IoU": 0.6021073696173135, + "TN": 130918978, + "TP": 48743, + "n_pred": 72478, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5872578874206931, + "FN": 3130, + "FP": 73179, + "IoU": 0.415686544764005, + "TN": 74296102, + "TP": 54287, + "n_pred": 127466, + "n_ref": 57417 + }, + "10": { + "Dice": 0.6308495681863828, + "FN": 37942, + "FP": 9846, + "IoU": 0.46075986504327415, + "TN": 74338077, + "TP": 40833, + "n_pred": 50679, + "n_ref": 78775 + }, + "11": { + "Dice": 0.7739952718676123, + "FN": 751, + "FP": 205, + "IoU": 0.631315079059005, + "TN": 74424105, + "TP": 1637, + "n_pred": 1842, + "n_ref": 2388 + }, + "12": { + "Dice": 0.5695503549829082, + "FN": 1374, + "FP": 263, + "IoU": 0.3981617647058823, + "TN": 74423978, + "TP": 1083, + "n_pred": 1346, + "n_ref": 2457 + }, + "13": { + "Dice": 0.2922403333860843, + "FN": 83937, + "FP": 9982, + "IoU": 0.17112497683326125, + "TN": 74313389, + "TP": 19390, + "n_pred": 29372, + "n_ref": 103327 + }, + "14": { + "Dice": 0.8608162272220871, + "FN": 36451, + "FP": 7025, + "IoU": 0.7556429856115108, + "TN": 74248778, + "TP": 134444, + "n_pred": 141469, + "n_ref": 170895 + }, + "15": { + "Dice": 0.3353042976636862, + "FN": 17568, + "FP": 868, + "IoU": 0.20142077449536516, + "TN": 74403612, + "TP": 4650, + "n_pred": 5518, + "n_ref": 22218 + }, + "2": { + "Dice": 0.8335414160216104, + "FN": 26953, + "FP": 9712, + "IoU": 0.7145915229829136, + "TN": 74298233, + "TP": 91800, + "n_pred": 101512, + "n_ref": 118753 + }, + "3": { + "Dice": 0.731371023235175, + "FN": 17467, + "FP": 66075, + "IoU": 0.5765050591074072, + "TN": 74229430, + "TP": 113726, + "n_pred": 179801, + "n_ref": 131193 + }, + "4": { + "Dice": 0.529950732327173, + "FN": 18574, + "FP": 2511, + "IoU": 0.3604986199993934, + "TN": 74393727, + "TP": 11886, + "n_pred": 14397, + "n_ref": 30460 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 74426698, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9526841435223777, + "FN": 16141, + "FP": 70420, + "IoU": 0.9096435785155454, + "TN": 73468703, + "TP": 871434, + "n_pred": 941854, + "n_ref": 887575 + }, + "7": { + "Dice": 0.7380769002903016, + "FN": 44620, + "FP": 30537, + "IoU": 0.5848826291079812, + "TN": 74245648, + "TP": 105893, + "n_pred": 136430, + "n_ref": 150513 + }, + "8": { + "Dice": 0.8484482599842421, + "FN": 1773, + "FP": 13038, + "IoU": 0.7367869202061489, + "TN": 74370428, + "TP": 41459, + "n_pred": 54497, + "n_ref": 43232 + }, + "9": { + "Dice": 0.8027101273178721, + "FN": 3383, + "FP": 11555, + "IoU": 0.6704392525426346, + "TN": 74381371, + "TP": 30389, + "n_pred": 41944, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8704594888526374, + "FN": 12339, + "FP": 25777, + "IoU": 0.7706314915331752, + "TN": 106480510, + "TP": 128062, + "n_pred": 153839, + "n_ref": 140401 + }, + "10": { + "Dice": 0.7678437930356089, + "FN": 21284, + "FP": 25918, + "IoU": 0.6231708193292406, + "TN": 106521427, + "TP": 78059, + "n_pred": 103977, + "n_ref": 99343 + }, + "11": { + "Dice": 0.5351735227120461, + "FN": 2654, + "FP": 815, + "IoU": 0.3653494328576656, + "TN": 106641222, + "TP": 1997, + "n_pred": 2812, + "n_ref": 4651 + }, + "12": { + "Dice": 0.7575180008470986, + "FN": 1893, + "FP": 397, + "IoU": 0.6096812681097665, + "TN": 106640821, + "TP": 3577, + "n_pred": 3974, + "n_ref": 5470 + }, + "13": { + "Dice": 0.3590272775062791, + "FN": 31723, + "FP": 1198, + "IoU": 0.2187893025794357, + "TN": 106604547, + "TP": 9220, + "n_pred": 10418, + "n_ref": 40943 + }, + "14": { + "Dice": 0.904541513837946, + "FN": 2437, + "FP": 11877, + "IoU": 0.8257195733696976, + "TN": 106564556, + "TP": 67818, + "n_pred": 79695, + "n_ref": 70255 + }, + "15": { + "Dice": 0.6285969217042159, + "FN": 11062, + "FP": 7253, + "IoU": 0.4583604424202993, + "TN": 106612874, + "TP": 15499, + "n_pred": 22752, + "n_ref": 26561 + }, + "2": { + "Dice": 0.6893136276710734, + "FN": 54027, + "FP": 65545, + "IoU": 0.5259180550158989, + "TN": 106394470, + "TP": 132646, + "n_pred": 198191, + "n_ref": 186673 + }, + "3": { + "Dice": 0.6059756592602805, + "FN": 71374, + "FP": 31516, + "IoU": 0.4346951782339238, + "TN": 106464680, + "TP": 79118, + "n_pred": 110634, + "n_ref": 150492 + }, + "4": { + "Dice": 0.7571568435480712, + "FN": 416, + "FP": 5785, + "IoU": 0.6092135114696244, + "TN": 106630820, + "TP": 9667, + "n_pred": 15452, + "n_ref": 10083 + }, + "5": { + "Dice": 0.5083780160857909, + "FN": 2925, + "FP": 9, + "IoU": 0.34082228712648843, + "TN": 106642237, + "TP": 1517, + "n_pred": 1526, + "n_ref": 4442 + }, + "6": { + "Dice": 0.973143815996239, + "FN": 39926, + "FP": 28111, + "IoU": 0.947692414143045, + "TN": 105345978, + "TP": 1232673, + "n_pred": 1260784, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.7840330187026565, + "FN": 113067, + "FP": 10213, + "IoU": 0.6447815037429334, + "TN": 106299634, + "TP": 223774, + "n_pred": 233987, + "n_ref": 336841 + }, + "8": { + "Dice": 0.8754855387280577, + "FN": 6344, + "FP": 12056, + "IoU": 0.7785453801437048, + "TN": 106563601, + "TP": 64687, + "n_pred": 76743, + "n_ref": 71031 + }, + "9": { + "Dice": 0.8164025609462214, + "FN": 22410, + "FP": 5779, + "IoU": 0.689763710201072, + "TN": 106555825, + "TP": 62674, + "n_pred": 68453, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7872134597714047, + "FN": 24951, + "FP": 45216, + "IoU": 0.6490948189637927, + "TN": 107926968, + "TP": 129793, + "n_pred": 175009, + "n_ref": 154744 + }, + "10": { + "Dice": 0.8327034801737266, + "FN": 7326, + "FP": 22334, + "IoU": 0.7133607151485866, + "TN": 108023453, + "TP": 73815, + "n_pred": 96149, + "n_ref": 81141 + }, + "11": { + "Dice": 0.7132082090861253, + "FN": 1004, + "FP": 631, + "IoU": 0.5542529989094874, + "TN": 108123260, + "TP": 2033, + "n_pred": 2664, + "n_ref": 3037 + }, + "12": { + "Dice": 0.797396040919357, + "FN": 973, + "FP": 552, + "IoU": 0.6630578877596112, + "TN": 108122402, + "TP": 3001, + "n_pred": 3553, + "n_ref": 3974 + }, + "13": { + "Dice": 0.7279735357533154, + "FN": 28128, + "FP": 8712, + "IoU": 0.5722943320872129, + "TN": 108040794, + "TP": 49294, + "n_pred": 58006, + "n_ref": 77422 + }, + "14": { + "Dice": 0.5806188004764016, + "FN": 6499, + "FP": 41742, + "IoU": 0.40906473938874255, + "TN": 108045293, + "TP": 33394, + "n_pred": 75136, + "n_ref": 39893 + }, + "15": { + "Dice": 0.40118505013673655, + "FN": 18429, + "FP": 7847, + "IoU": 0.25092650664233995, + "TN": 108091850, + "TP": 8802, + "n_pred": 16649, + "n_ref": 27231 + }, + "2": { + "Dice": 0.8053770484703131, + "FN": 41636, + "FP": 30262, + "IoU": 0.6741684038792712, + "TN": 107906268, + "TP": 148762, + "n_pred": 179024, + "n_ref": 190398 + }, + "3": { + "Dice": 0.8884097334130244, + "FN": 24095, + "FP": 20154, + "IoU": 0.799224102726984, + "TN": 107906538, + "TP": 176141, + "n_pred": 196295, + "n_ref": 200236 + }, + "4": { + "Dice": 0.8768720742332617, + "FN": 6991, + "FP": 400, + "IoU": 0.7807410483847044, + "TN": 108093219, + "TP": 26318, + "n_pred": 26718, + "n_ref": 33309 + }, + "5": { + "Dice": 0.08967726040896773, + "FN": 3695, + "FP": 0, + "IoU": 0.046943513025535205, + "TN": 108123051, + "TP": 182, + "n_pred": 182, + "n_ref": 3877 + }, + "6": { + "Dice": 0.9656555757909279, + "FN": 38738, + "FP": 63738, + "IoU": 0.9335918995544755, + "TN": 106583803, + "TP": 1440649, + "n_pred": 1504387, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.7054537478833525, + "FN": 66618, + "FP": 91847, + "IoU": 0.5449428683833433, + "TN": 107778697, + "TP": 189766, + "n_pred": 281613, + "n_ref": 256384 + }, + "8": { + "Dice": 0.9332273810875241, + "FN": 2067, + "FP": 3815, + "IoU": 0.8748137743157536, + "TN": 108079942, + "TP": 41104, + "n_pred": 44919, + "n_ref": 43171 + }, + "9": { + "Dice": 0.8796358920088799, + "FN": 6463, + "FP": 8664, + "IoU": 0.785133945058379, + "TN": 108056526, + "TP": 55275, + "n_pred": 63939, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6608510680794544, + "FN": 58320, + "FP": 9600, + "IoU": 0.4934858642882179, + "TN": 62436067, + "TP": 66173, + "n_pred": 75773, + "n_ref": 124493 + }, + "10": { + "Dice": 0.7399681150571554, + "FN": 15516, + "FP": 15148, + "IoU": 0.5872614208415216, + "TN": 62495866, + "TP": 43630, + "n_pred": 58778, + "n_ref": 59146 + }, + "11": { + "Dice": 0.6951066499372648, + "FN": 667, + "FP": 548, + "IoU": 0.5326923076923077, + "TN": 62567560, + "TP": 1385, + "n_pred": 1933, + "n_ref": 2052 + }, + "12": { + "Dice": 0.41930986406413384, + "FN": 3064, + "FP": 268, + "IoU": 0.26527012127894156, + "TN": 62565625, + "TP": 1203, + "n_pred": 1471, + "n_ref": 4267 + }, + "13": { + "Dice": 0.7842060550842762, + "FN": 9862, + "FP": 7665, + "IoU": 0.645015595252562, + "TN": 62520786, + "TP": 31847, + "n_pred": 39512, + "n_ref": 41709 + }, + "14": { + "Dice": 0.8570054447920604, + "FN": 88038, + "FP": 861, + "IoU": 0.7497896126339373, + "TN": 62214863, + "TP": 266398, + "n_pred": 267259, + "n_ref": 354436 + }, + "15": { + "Dice": 0.7173050034954559, + "FN": 33880, + "FP": 11410, + "IoU": 0.5592171213345142, + "TN": 62467411, + "TP": 57459, + "n_pred": 68869, + "n_ref": 91339 + }, + "2": { + "Dice": 0.6511946098376826, + "FN": 85150, + "FP": 2547, + "IoU": 0.4827935998678926, + "TN": 62400601, + "TP": 81862, + "n_pred": 84409, + "n_ref": 167012 + }, + "3": { + "Dice": 0.7807675615351231, + "FN": 23866, + "FP": 75142, + "IoU": 0.6403763030765319, + "TN": 62294850, + "TP": 176302, + "n_pred": 251444, + "n_ref": 200168 + }, + "4": { + "Dice": 0.9052640149818834, + "FN": 1244, + "FP": 3410, + "IoU": 0.8269245072517665, + "TN": 62543270, + "TP": 22236, + "n_pred": 25646, + "n_ref": 23480 + }, + "5": { + "Dice": 0.38873839009287925, + "FN": 6166, + "FP": 152, + "IoU": 0.24126336015371683, + "TN": 62561833, + "TP": 2009, + "n_pred": 2161, + "n_ref": 8175 + }, + "6": { + "Dice": 0.9399135137861042, + "FN": 41040, + "FP": 140068, + "IoU": 0.886638520544687, + "TN": 60972545, + "TP": 1416507, + "n_pred": 1556575, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.6882086457260702, + "FN": 66093, + "FP": 43820, + "IoU": 0.5246327043426737, + "TN": 62338943, + "TP": 121304, + "n_pred": 165124, + "n_ref": 187397 + }, + "8": { + "Dice": 0.9281536583288379, + "FN": 4743, + "FP": 5379, + "IoU": 0.8659391017575461, + "TN": 62494657, + "TP": 65381, + "n_pred": 70760, + "n_ref": 70124 + }, + "9": { + "Dice": 0.8445886567971338, + "FN": 5867, + "FP": 10226, + "IoU": 0.7309852562602387, + "TN": 62510338, + "TP": 43729, + "n_pred": 53955, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6401676836546634, + "FN": 146630, + "FP": 4098, + "IoU": 0.4707695764836415, + "TN": 55096442, + "TP": 134078, + "n_pred": 138176, + "n_ref": 280708 + }, + "10": { + "Dice": 0.8199283339809178, + "FN": 10097, + "FP": 19100, + "IoU": 0.6948123216506914, + "TN": 55285579, + "TP": 66472, + "n_pred": 85572, + "n_ref": 76569 + }, + "11": { + "Dice": 0.7532760957975598, + "FN": 993, + "FP": 1191, + "IoU": 0.6042044218919899, + "TN": 55375730, + "TP": 3334, + "n_pred": 4525, + "n_ref": 4327 + }, + "12": { + "Dice": 0.2576709133321371, + "FN": 4010, + "FP": 127, + "IoU": 0.14788877445932028, + "TN": 55376393, + "TP": 718, + "n_pred": 845, + "n_ref": 4728 + }, + "13": { + "Dice": 0.5786745690851175, + "FN": 28802, + "FP": 9159, + "IoU": 0.4071372794002811, + "TN": 55317218, + "TP": 26069, + "n_pred": 35228, + "n_ref": 54871 + }, + "14": { + "Dice": 0.7590928792960514, + "FN": 4994, + "FP": 52253, + "IoU": 0.6117241706739737, + "TN": 55233809, + "TP": 90192, + "n_pred": 142445, + "n_ref": 95186 + }, + "15": { + "Dice": 0.8122261454034968, + "FN": 11487, + "FP": 23825, + "IoU": 0.6838222126714659, + "TN": 55269564, + "TP": 76372, + "n_pred": 100197, + "n_ref": 87859 + }, + "2": { + "Dice": 0.7509685725990519, + "FN": 67050, + "FP": 18054, + "IoU": 0.6012407343197983, + "TN": 55167826, + "TP": 128318, + "n_pred": 146372, + "n_ref": 195368 + }, + "3": { + "Dice": 0.8288821441324119, + "FN": 26040, + "FP": 39134, + "IoU": 0.7077700506225816, + "TN": 55158225, + "TP": 157849, + "n_pred": 196983, + "n_ref": 183889 + }, + "4": { + "Dice": 0.5968198901416595, + "FN": 2248, + "FP": 4725, + "IoU": 0.42533377286962254, + "TN": 55369114, + "TP": 5161, + "n_pred": 9886, + "n_ref": 7409 + }, + "5": { + "Dice": 0.3500511770726714, + "FN": 4443, + "FP": 2, + "IoU": 0.21215880893300249, + "TN": 55375606, + "TP": 1197, + "n_pred": 1199, + "n_ref": 5640 + }, + "6": { + "Dice": 0.9236323486719683, + "FN": 43232, + "FP": 197467, + "IoU": 0.8581011771696992, + "TN": 53684976, + "TP": 1455573, + "n_pred": 1653040, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.783797852654628, + "FN": 58560, + "FP": 5817, + "IoU": 0.6444634671673938, + "TN": 55200178, + "TP": 116693, + "n_pred": 122510, + "n_ref": 175253 + }, + "8": { + "Dice": 0.9377761605239903, + "FN": 1952, + "FP": 4033, + "IoU": 0.882842321620828, + "TN": 55330163, + "TP": 45100, + "n_pred": 49133, + "n_ref": 47052 + }, + "9": { + "Dice": 0.8379678471529922, + "FN": 7627, + "FP": 9114, + "IoU": 0.7211227719473596, + "TN": 55321218, + "TP": 43289, + "n_pred": 52403, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5361880718149112, + "FN": 147821, + "FP": 95972, + "IoU": 0.3662957388793146, + "TN": 110761904, + "TP": 140918, + "n_pred": 236890, + "n_ref": 288739 + }, + "10": { + "Dice": 0.8000158735557898, + "FN": 11715, + "FP": 23561, + "IoU": 0.666688713563566, + "TN": 111040780, + "TP": 70559, + "n_pred": 94120, + "n_ref": 82274 + }, + "11": { + "Dice": 0.8105926860025221, + "FN": 420, + "FP": 1082, + "IoU": 0.681509754028838, + "TN": 111141899, + "TP": 3214, + "n_pred": 4296, + "n_ref": 3634 + }, + "12": { + "Dice": 0.6656298600311042, + "FN": 1178, + "FP": 757, + "IoU": 0.4988344988344988, + "TN": 111142754, + "TP": 1926, + "n_pred": 2683, + "n_ref": 3104 + }, + "13": { + "Dice": 0.5442470142732304, + "FN": 34568, + "FP": 12370, + "IoU": 0.37385945253721786, + "TN": 111071651, + "TP": 28026, + "n_pred": 40396, + "n_ref": 62594 + }, + "14": { + "Dice": 0.7502220117222189, + "FN": 15772, + "FP": 1104, + "IoU": 0.6002842254855518, + "TN": 111104395, + "TP": 25344, + "n_pred": 26448, + "n_ref": 41116 + }, + "15": { + "Dice": 0.598706565822646, + "FN": 8978, + "FP": 12988, + "IoU": 0.427252816020025, + "TN": 111108263, + "TP": 16386, + "n_pred": 29374, + "n_ref": 25364 + }, + "2": { + "Dice": 0.7943235729225119, + "FN": 31318, + "FP": 33192, + "IoU": 0.6588198583660798, + "TN": 110957536, + "TP": 124569, + "n_pred": 157761, + "n_ref": 155887 + }, + "3": { + "Dice": 0.5564036310015017, + "FN": 141739, + "FP": 22212, + "IoU": 0.38542881026190806, + "TN": 110879842, + "TP": 102822, + "n_pred": 125034, + "n_ref": 244561 + }, + "4": { + "Dice": 0.8158844765342961, + "FN": 1323, + "FP": 6582, + "IoU": 0.6890243902439024, + "TN": 111121195, + "TP": 17515, + "n_pred": 24097, + "n_ref": 18838 + }, + "5": { + "Dice": 0.49750943396226416, + "FN": 3119, + "FP": 210, + "IoU": 0.33112316656620455, + "TN": 111141638, + "TP": 1648, + "n_pred": 1858, + "n_ref": 4767 + }, + "6": { + "Dice": 0.9444583661541381, + "FN": 26909, + "FP": 158606, + "IoU": 0.8947618320965776, + "TN": 109383804, + "TP": 1577296, + "n_pred": 1735902, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.3132471566447087, + "FN": 289753, + "FP": 100256, + "IoU": 0.18571016961892114, + "TN": 110667659, + "TP": 88947, + "n_pred": 189203, + "n_ref": 378700 + }, + "8": { + "Dice": 0.8840881360798105, + "FN": 6641, + "FP": 12739, + "IoU": 0.7922562387445331, + "TN": 111053327, + "TP": 73908, + "n_pred": 86647, + "n_ref": 80549 + }, + "9": { + "Dice": 0.8892158688768859, + "FN": 8112, + "FP": 3784, + "IoU": 0.8005298635098427, + "TN": 111086977, + "TP": 47742, + "n_pred": 51526, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9263319004490602, + "FN": 18806, + "FP": 10362, + "IoU": 0.8627730495452899, + "TN": 96908472, + "TP": 183385, + "n_pred": 193747, + "n_ref": 202191 + }, + "10": { + "Dice": 0.8309042601667053, + "FN": 15138, + "FP": 8983, + "IoU": 0.7107238798810324, + "TN": 97037641, + "TP": 59263, + "n_pred": 68246, + "n_ref": 74401 + }, + "11": { + "Dice": 0.7720745059007535, + "FN": 1197, + "FP": 406, + "IoU": 0.6287633163501621, + "TN": 97116707, + "TP": 2715, + "n_pred": 3121, + "n_ref": 3912 + }, + "12": { + "Dice": 0.6120385610157536, + "FN": 2680, + "FP": 620, + "IoU": 0.4409622225986786, + "TN": 97115122, + "TP": 2603, + "n_pred": 3223, + "n_ref": 5283 + }, + "13": { + "Dice": 0.7508172314464188, + "FN": 16574, + "FP": 6523, + "IoU": 0.6010467405948803, + "TN": 97063131, + "TP": 34797, + "n_pred": 41320, + "n_ref": 51371 + }, + "14": { + "Dice": 0.9185340672673612, + "FN": 9907, + "FP": 11982, + "IoU": 0.8493416569733427, + "TN": 96975736, + "TP": 123400, + "n_pred": 135382, + "n_ref": 133307 + }, + "15": { + "Dice": 0.8868017717847203, + "FN": 11941, + "FP": 2498, + "IoU": 0.796625209515895, + "TN": 97050028, + "TP": 56558, + "n_pred": 59056, + "n_ref": 68499 + }, + "2": { + "Dice": 0.7927584097859327, + "FN": 53980, + "FP": 5317, + "IoU": 0.6566692335751632, + "TN": 96948314, + "TP": 113414, + "n_pred": 118731, + "n_ref": 167394 + }, + "3": { + "Dice": 0.7791351813969023, + "FN": 70543, + "FP": 14103, + "IoU": 0.6381830072623287, + "TN": 96887078, + "TP": 149301, + "n_pred": 163404, + "n_ref": 219844 + }, + "4": { + "Dice": 0.7174839856888832, + "FN": 488, + "FP": 12699, + "IoU": 0.5594347186957103, + "TN": 97091093, + "TP": 16745, + "n_pred": 29444, + "n_ref": 17233 + }, + "5": { + "Dice": 0.020588235294117647, + "FN": 12325, + "FP": 329, + "IoU": 0.010401188707280832, + "TN": 97108238, + "TP": 133, + "n_pred": 462, + "n_ref": 12458 + }, + "6": { + "Dice": 0.9111545694619347, + "FN": 33148, + "FP": 270011, + "IoU": 0.8368080022264294, + "TN": 95263342, + "TP": 1554524, + "n_pred": 1824535, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.5031157466743271, + "FN": 195849, + "FP": 62740, + "IoU": 0.336108650723354, + "TN": 96731520, + "TP": 130916, + "n_pred": 193656, + "n_ref": 326765 + }, + "8": { + "Dice": 0.8501078041298984, + "FN": 23617, + "FP": 3357, + "IoU": 0.7392934808872565, + "TN": 97017560, + "TP": 76491, + "n_pred": 79848, + "n_ref": 100108 + }, + "9": { + "Dice": 0.9042234965065172, + "FN": 11713, + "FP": 6025, + "IoU": 0.8251897112447029, + "TN": 97019555, + "TP": 83732, + "n_pred": 89757, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9186430029841369, + "FN": 15817, + "FP": 16299, + "IoU": 0.8495279593318809, + "TN": 78842970, + "TP": 181319, + "n_pred": 197618, + "n_ref": 197136 + }, + "10": { + "Dice": 0.7899420121611036, + "FN": 22924, + "FP": 14351, + "IoU": 0.6528133528310498, + "TN": 78949042, + "TP": 70088, + "n_pred": 84439, + "n_ref": 93012 + }, + "11": { + "Dice": 0.5930521091811415, + "FN": 1097, + "FP": 1527, + "IoU": 0.42151675485008816, + "TN": 79051869, + "TP": 1912, + "n_pred": 3439, + "n_ref": 3009 + }, + "12": { + "Dice": 0.5116947066064834, + "FN": 1757, + "FP": 623, + "IoU": 0.34381031155224706, + "TN": 79052778, + "TP": 1247, + "n_pred": 1870, + "n_ref": 3004 + }, + "13": { + "Dice": 0.6236857351809815, + "FN": 32642, + "FP": 6979, + "IoU": 0.45315648549424464, + "TN": 78983951, + "TP": 32833, + "n_pred": 39812, + "n_ref": 65475 + }, + "14": { + "Dice": 0.49892391140336245, + "FN": 6466, + "FP": 56629, + "IoU": 0.3323774958468685, + "TN": 78961898, + "TP": 31412, + "n_pred": 88041, + "n_ref": 37878 + }, + "15": { + "Dice": 0.24881294615459157, + "FN": 30829, + "FP": 15683, + "IoU": 0.14208244950659413, + "TN": 79002190, + "TP": 7703, + "n_pred": 23386, + "n_ref": 38532 + }, + "2": { + "Dice": 0.7778508111266307, + "FN": 27542, + "FP": 21126, + "IoU": 0.6364614223928649, + "TN": 78922532, + "TP": 85205, + "n_pred": 106331, + "n_ref": 112747 + }, + "3": { + "Dice": 0.8158515114440035, + "FN": 25690, + "FP": 17507, + "IoU": 0.6889773700922333, + "TN": 78917518, + "TP": 95690, + "n_pred": 113197, + "n_ref": 121380 + }, + "4": { + "Dice": 0.4991359562753687, + "FN": 2272, + "FP": 10191, + "IoU": 0.33256573662507366, + "TN": 79037732, + "TP": 6210, + "n_pred": 16401, + "n_ref": 8482 + }, + "5": { + "Dice": 0.6194739016664371, + "FN": 2709, + "FP": 54, + "IoU": 0.44872306464485234, + "TN": 79051393, + "TP": 2249, + "n_pred": 2303, + "n_ref": 4958 + }, + "6": { + "Dice": 0.9486511419678145, + "FN": 43027, + "FP": 95068, + "IoU": 0.9023181360974789, + "TN": 77642683, + "TP": 1275627, + "n_pred": 1370695, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.6500818804253609, + "FN": 240349, + "FP": 11148, + "IoU": 0.4815713419938406, + "TN": 78571291, + "TP": 233617, + "n_pred": 244765, + "n_ref": 473966 + }, + "8": { + "Dice": 0.9267166939218413, + "FN": 1209, + "FP": 3586, + "IoU": 0.8634408908381511, + "TN": 79021292, + "TP": 30318, + "n_pred": 33904, + "n_ref": 31527 + }, + "9": { + "Dice": 0.8966153147785627, + "FN": 8085, + "FP": 6491, + "IoU": 0.8126044586151038, + "TN": 78978623, + "TP": 63206, + "n_pred": 69697, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8755971173988434, + "FN": 15023, + "FP": 47036, + "IoU": 0.7787218718020944, + "TN": 122431483, + "TP": 218398, + "n_pred": 265434, + "n_ref": 233421 + }, + "10": { + "Dice": 0.7509333481007693, + "FN": 29035, + "FP": 24936, + "IoU": 0.6011955782815595, + "TN": 122576608, + "TP": 81361, + "n_pred": 106297, + "n_ref": 110396 + }, + "11": { + "Dice": 0.6745531696026745, + "FN": 1559, + "FP": 972, + "IoU": 0.5089251067132324, + "TN": 122706786, + "TP": 2623, + "n_pred": 3595, + "n_ref": 4182 + }, + "12": { + "Dice": 0.16573348264277715, + "FN": 5698, + "FP": 262, + "IoU": 0.09035409035409035, + "TN": 122705388, + "TP": 592, + "n_pred": 854, + "n_ref": 6290 + }, + "13": { + "Dice": 0.20382124422125716, + "FN": 44343, + "FP": 29540, + "IoU": 0.1134749220062395, + "TN": 122628600, + "TP": 9457, + "n_pred": 38997, + "n_ref": 53800 + }, + "14": { + "Dice": 0.6992141468577133, + "FN": 14538, + "FP": 65610, + "IoU": 0.5375320965927123, + "TN": 122538635, + "TP": 93157, + "n_pred": 158767, + "n_ref": 107695 + }, + "15": { + "Dice": 0.8091444623802436, + "FN": 12492, + "FP": 5716, + "IoU": 0.6794648358419153, + "TN": 122655135, + "TP": 38597, + "n_pred": 44313, + "n_ref": 51089 + }, + "2": { + "Dice": 0.6875776930970107, + "FN": 60887, + "FP": 8228, + "IoU": 0.5238997306587495, + "TN": 122566771, + "TP": 76054, + "n_pred": 84282, + "n_ref": 136941 + }, + "3": { + "Dice": 0.822109291215755, + "FN": 10962, + "FP": 47426, + "IoU": 0.6979503998841216, + "TN": 122518634, + "TP": 134918, + "n_pred": 182344, + "n_ref": 145880 + }, + "4": { + "Dice": 0.7210821716552812, + "FN": 12222, + "FP": 28975, + "IoU": 0.5638221281101111, + "TN": 122617490, + "TP": 53253, + "n_pred": 82228, + "n_ref": 65475 + }, + "5": { + "Dice": 0.4505870629522118, + "FN": 12009, + "FP": 672, + "IoU": 0.29081147586824, + "TN": 122694059, + "TP": 5200, + "n_pred": 5872, + "n_ref": 17209 + }, + "6": { + "Dice": 0.9367631556763849, + "FN": 49482, + "FP": 174817, + "IoU": 0.8810484330726075, + "TN": 120826307, + "TP": 1661334, + "n_pred": 1836151, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.34523356794698457, + "FN": 422336, + "FP": 123457, + "IoU": 0.2086297868144838, + "TN": 122022259, + "TP": 143888, + "n_pred": 267345, + "n_ref": 566224 + }, + "8": { + "Dice": 0.9000100350483354, + "FN": 15373, + "FP": 11530, + "IoU": 0.8181984051898905, + "TN": 122563960, + "TP": 121077, + "n_pred": 132607, + "n_ref": 136450 + }, + "9": { + "Dice": 0.859871335088483, + "FN": 12527, + "FP": 7752, + "IoU": 0.7541879803146743, + "TN": 122629442, + "TP": 62219, + "n_pred": 69971, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/loop_002/summary_cross_val.json b/nnActive_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/loop_002/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..eee6494da40d0f4f88e239871e6656e3c2813ac2 --- /dev/null +++ b/nnActive_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/loop_002/summary_cross_val.json @@ -0,0 +1,15192 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": 0.3552327118798266, + "FN": 1053.2105263157894, + "FP": 1024.8210526315788, + "IoU": 0.2889541586037874, + "TN": 225703.74736842106, + "TP": 2786.642105263158, + "n_pred": 3811.463157894737, + "n_ref": 3839.8526315789472 + }, + "mean": { + "1": { + "Dice": 0.4981456494399684, + "FN": 988.421052631579, + "FP": 883.6315789473684, + "IoU": 0.45102784585166367, + "TN": 224149.63157894736, + "TP": 4546.736842105263, + "n_pred": 5430.368421052632, + "n_ref": 5535.1578947368425 + }, + "10": { + "Dice": 0.36685512996646896, + "FN": 1280.0, + "FP": 819.4736842105264, + "IoU": 0.2929913753851728, + "TN": 226211.26315789475, + "TP": 2257.684210526316, + "n_pred": 3077.157894736842, + "n_ref": 3537.684210526316 + }, + "11": { + "Dice": 0.49266256922506924, + "FN": 116.84210526315789, + "FP": 84.47368421052632, + "IoU": 0.3777046665841585, + "TN": 230146.26315789475, + "TP": 220.8421052631579, + "n_pred": 305.3157894736842, + "n_ref": 337.6842105263158 + }, + "12": { + "Dice": 0.0, + "FN": 2.1052631578947367, + "FP": 0.631578947368421, + "IoU": 0.0, + "TN": 230565.68421052632, + "TP": 0.0, + "n_pred": 0.631578947368421, + "n_ref": 2.1052631578947367 + }, + "13": { + "Dice": 0.15649965594168852, + "FN": 779.1578947368421, + "FP": 2528.6315789473683, + "IoU": 0.11732017240441246, + "TN": 226285.31578947368, + "TP": 975.3157894736842, + "n_pred": 3503.9473684210525, + "n_ref": 1754.4736842105262 + }, + "14": { + "Dice": 0.6271732658513853, + "FN": 3027.6315789473683, + "FP": 875.0526315789474, + "IoU": 0.49925239356979084, + "TN": 219849.0, + "TP": 6816.736842105263, + "n_pred": 7691.789473684211, + "n_ref": 9844.368421052632 + }, + "15": { + "Dice": 0.1824870589889192, + "FN": 1835.8947368421052, + "FP": 2147.8947368421054, + "IoU": 0.11159302262515758, + "TN": 225765.47368421053, + "TP": 819.1578947368421, + "n_pred": 2967.0526315789475, + "n_ref": 2655.0526315789475 + }, + "2": { + "Dice": 0.32178008295508204, + "FN": 1153.421052631579, + "FP": 479.6842105263158, + "IoU": 0.2829796065906115, + "TN": 226435.57894736843, + "TP": 2499.7368421052633, + "n_pred": 2979.4210526315787, + "n_ref": 3653.157894736842 + }, + "3": { + "Dice": 0.29769759420221537, + "FN": 574.3157894736842, + "FP": 1047.157894736842, + "IoU": 0.2691250903402664, + "TN": 226454.73684210525, + "TP": 2492.2105263157896, + "n_pred": 3539.3684210526317, + "n_ref": 3066.5263157894738 + }, + "4": { + "Dice": 0.10936979686979686, + "FN": 22.42105263157895, + "FP": 300.94736842105266, + "IoU": 0.08860076545666065, + "TN": 229968.47368421053, + "TP": 276.57894736842104, + "n_pred": 577.5263157894736, + "n_ref": 299.0 + }, + "5": { + "Dice": 0.2240570431595242, + "FN": 941.6842105263158, + "FP": 227.26315789473685, + "IoU": 0.13514391331861625, + "TN": 229110.36842105264, + "TP": 289.10526315789474, + "n_pred": 516.3684210526316, + "n_ref": 1230.7894736842106 + }, + "6": { + "Dice": 0.576401032025714, + "FN": 800.1578947368421, + "FP": 3430.2631578947367, + "IoU": 0.5107010900947724, + "TN": 213981.63157894736, + "TP": 12356.368421052632, + "n_pred": 15786.631578947368, + "n_ref": 13156.526315789473 + }, + "7": { + "Dice": 0.32825923880500607, + "FN": 758.7894736842105, + "FP": 1670.6315789473683, + "IoU": 0.27326663479613233, + "TN": 225445.8947368421, + "TP": 2693.1052631578946, + "n_pred": 4363.736842105263, + "n_ref": 3451.8947368421054 + }, + "8": { + "Dice": 0.6606725213591912, + "FN": 1496.6315789473683, + "FP": 221.31578947368422, + "IoU": 0.5636021504253221, + "TN": 225552.63157894736, + "TP": 3297.842105263158, + "n_pred": 3519.157894736842, + "n_ref": 4794.473684210527 + }, + "9": { + "Dice": 0.48643003940736884, + "FN": 2020.6842105263158, + "FP": 655.2631578947369, + "IoU": 0.36100365161407355, + "TN": 225634.26315789475, + "TP": 2258.2105263157896, + "n_pred": 2913.4736842105262, + "n_ref": 4278.894736842105 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6191271890800981, + "FN": 14737, + "FP": 2814, + "IoU": 0.4483593160673875, + "TN": 143416, + "TP": 14265, + "n_pred": 17079, + "n_ref": 29002 + }, + "11": { + "Dice": 0.7424242424242424, + "FN": 92, + "FP": 588, + "IoU": 0.5903614457831325, + "TN": 173572, + "TP": 980, + "n_pred": 1568, + "n_ref": 1072 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5609407537462742, + "FN": 9083, + "FP": 1670, + "IoU": 0.3897968448530246, + "TN": 157610, + "TP": 6869, + "n_pred": 8539, + "n_ref": 15952 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 9, + "FP": 0, + "IoU": 0.0, + "TN": 175223, + "TP": 0, + "n_pred": 0, + "n_ref": 9 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 53, + "IoU": 0.0, + "TN": 175179, + "TP": 0, + "n_pred": 53, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 735, + "IoU": 0.0, + "TN": 174497, + "TP": 0, + "n_pred": 735, + "n_ref": 0 + }, + "6": { + "Dice": 0.8842536646876478, + "FN": 1226, + "FP": 977, + "IoU": 0.7925221322282916, + "TN": 164614, + "TP": 8415, + "n_pred": 9392, + "n_ref": 9641 + }, + "7": { + "Dice": 0.3795188155459593, + "FN": 84, + "FP": 4945, + "IoU": 0.234201309578194, + "TN": 168665, + "TP": 1538, + "n_pred": 6483, + "n_ref": 1622 + }, + "8": { + "Dice": 0.8909461210886873, + "FN": 431, + "FP": 747, + "IoU": 0.803338898163606, + "TN": 169242, + "TP": 4812, + "n_pred": 5559, + "n_ref": 5243 + }, + "9": { + "Dice": 0.5712223607374844, + "FN": 4770, + "FP": 1765, + "IoU": 0.3997979426891991, + "TN": 164344, + "TP": 4353, + "n_pred": 6118, + "n_ref": 9123 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0015.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0015.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7115384615384616, + "FN": 77, + "FP": 193, + "IoU": 0.5522388059701493, + "TN": 174629, + "TP": 333, + "n_pred": 526, + "n_ref": 410 + }, + "11": { + "Dice": 0.05714285714285714, + "FN": 0, + "FP": 99, + "IoU": 0.029411764705882353, + "TN": 175130, + "TP": 3, + "n_pred": 102, + "n_ref": 3 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7704085043792205, + "FN": 4760, + "FP": 2108, + "IoU": 0.6265564678375293, + "TN": 156841, + "TP": 11523, + "n_pred": 13631, + "n_ref": 16283 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.765588578088578, + "FN": 426, + "FP": 2792, + "IoU": 0.6202053581966246, + "TN": 166759, + "TP": 5255, + "n_pred": 8047, + "n_ref": 5681 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9481842206847403, + "FN": 2050, + "FP": 3185, + "IoU": 0.9014736604370165, + "TN": 122099, + "TP": 47898, + "n_pred": 51083, + "n_ref": 49948 + }, + "7": { + "Dice": 0.8678583946722748, + "FN": 684, + "FP": 3840, + "IoU": 0.76656346749226, + "TN": 155852, + "TP": 14856, + "n_pred": 18696, + "n_ref": 15540 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.6476868327402135, + "FN": 181, + "FP": 710, + "IoU": 0.4789473684210526, + "TN": 173522, + "TP": 819, + "n_pred": 1529, + "n_ref": 1000 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0066.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0066.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.5466614153562406, + "FN": 46276, + "FP": 917, + "IoU": 0.3761418165955028, + "TN": 274817, + "TP": 28454, + "n_pred": 29371, + "n_ref": 74730 + }, + "15": { + "Dice": 0.12915442376754815, + "FN": 4229, + "FP": 22445, + "IoU": 0.06903532039648193, + "TN": 321812, + "TP": 1978, + "n_pred": 24423, + "n_ref": 6207 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1049, + "IoU": 0.0, + "TN": 349415, + "TP": 0, + "n_pred": 1049, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2726, + "IoU": 0.0, + "TN": 347738, + "TP": 0, + "n_pred": 2726, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0083.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0083.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0105.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0105.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0127.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0127.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 10, + "IoU": 0.0, + "TN": 175222, + "TP": 0, + "n_pred": 10, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 175229, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.2967649516533365, + "FN": 5767, + "FP": 124, + "IoU": 0.17423605270535464, + "TN": 168098, + "TP": 1243, + "n_pred": 1367, + "n_ref": 7010 + }, + "6": { + "Dice": 0.8415115162167134, + "FN": 590, + "FP": 7165, + "IoU": 0.7263874678051018, + "TN": 146889, + "TP": 20588, + "n_pred": 27753, + "n_ref": 21178 + }, + "7": { + "Dice": 0.8302216018146921, + "FN": 1337, + "FP": 609, + "IoU": 0.7097255369928401, + "TN": 168528, + "TP": 4758, + "n_pred": 5367, + "n_ref": 6095 + }, + "8": { + "Dice": 0.9563146946038747, + "FN": 766, + "FP": 977, + "IoU": 0.9162864415734114, + "TN": 154411, + "TP": 19078, + "n_pred": 20055, + "n_ref": 19844 + }, + "9": { + "Dice": 0.7383228926255633, + "FN": 7105, + "FP": 38, + "IoU": 0.5851916376306621, + "TN": 158012, + "TP": 10077, + "n_pred": 10115, + "n_ref": 17182 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0166.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0166.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 100, + "FP": 0, + "IoU": 0.0, + "TN": 525596, + "TP": 0, + "n_pred": 0, + "n_ref": 100 + }, + "11": { + "Dice": 0.6784206081081081, + "FN": 2128, + "FP": 918, + "IoU": 0.5133407892634606, + "TN": 519437, + "TP": 3213, + "n_pred": 4131, + "n_ref": 5341 + }, + "12": { + "Dice": 0.0, + "FN": 40, + "FP": 0, + "IoU": 0.0, + "TN": 525656, + "TP": 0, + "n_pred": 0, + "n_ref": 40 + }, + "13": { + "Dice": 0.01935483870967742, + "FN": 177, + "FP": 4383, + "IoU": 0.009771986970684038, + "TN": 521091, + "TP": 45, + "n_pred": 4428, + "n_ref": 222 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9065225402284731, + "FN": 611, + "FP": 150, + "IoU": 0.8290271849022691, + "TN": 521245, + "TP": 3690, + "n_pred": 3840, + "n_ref": 4301 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2163, + "IoU": 0.0, + "TN": 523533, + "TP": 0, + "n_pred": 2163, + "n_ref": 0 + }, + "5": { + "Dice": 0.3764683040481507, + "FN": 5592, + "FP": 831, + "IoU": 0.23188232480267879, + "TN": 517334, + "TP": 1939, + "n_pred": 2770, + "n_ref": 7531 + }, + "6": { + "Dice": 0.9394509502783643, + "FN": 7668, + "FP": 4948, + "IoU": 0.8858156541886901, + "TN": 415208, + "TP": 97872, + "n_pred": 102820, + "n_ref": 105540 + }, + "7": { + "Dice": 0.0, + "FN": 7, + "FP": 2, + "IoU": 0.0, + "TN": 525687, + "TP": 0, + "n_pred": 2, + "n_ref": 7 + }, + "8": { + "Dice": 0.8922841474301747, + "FN": 3361, + "FP": 862, + "IoU": 0.8055171778576034, + "TN": 503982, + "TP": 17491, + "n_pred": 18353, + "n_ref": 20852 + }, + "9": { + "Dice": 0.7553239609907905, + "FN": 10060, + "FP": 3463, + "IoU": 0.6068438190487266, + "TN": 491300, + "TP": 20873, + "n_pred": 24336, + "n_ref": 30933 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0172.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0172.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0184.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0184.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.4062684801892371, + "FN": 2888, + "FP": 9160, + "IoU": 0.2549165120593692, + "TN": 159062, + "TP": 4122, + "n_pred": 13282, + "n_ref": 7010 + }, + "15": { + "Dice": 0.3469259723964868, + "FN": 30448, + "FP": 7028, + "IoU": 0.20986717267552182, + "TN": 127802, + "TP": 9954, + "n_pred": 16982, + "n_ref": 40402 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0185.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0185.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 2156, + "IoU": 0.0, + "TN": 173076, + "TP": 0, + "n_pred": 2156, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0239.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0239.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.14583333333333334, + "FN": 164, + "FP": 0, + "IoU": 0.07865168539325842, + "TN": 350286, + "TP": 14, + "n_pred": 14, + "n_ref": 178 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 4793, + "IoU": 0.0, + "TN": 345671, + "TP": 0, + "n_pred": 4793, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 15528, + "IoU": 0.0, + "TN": 334936, + "TP": 0, + "n_pred": 15528, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 630, + "IoU": 0.0, + "TN": 349834, + "TP": 0, + "n_pred": 630, + "n_ref": 0 + }, + "5": { + "Dice": 0.3815107485767695, + "FN": 4856, + "FP": 2423, + "IoU": 0.23572028559428812, + "TN": 340940, + "TP": 2245, + "n_pred": 4668, + "n_ref": 7101 + }, + "6": { + "Dice": 0.4899658411614005, + "FN": 2473, + "FP": 26195, + "IoU": 0.32447334935670863, + "TN": 308026, + "TP": 13770, + "n_pred": 39965, + "n_ref": 16243 + }, + "7": { + "Dice": 0.030531437839900772, + "FN": 6720, + "FP": 3441, + "IoU": 0.015502373800988276, + "TN": 340143, + "TP": 160, + "n_pred": 3601, + "n_ref": 6880 + }, + "8": { + "Dice": 0.7357383238939506, + "FN": 12427, + "FP": 451, + "IoU": 0.5819509819834442, + "TN": 319659, + "TP": 17927, + "n_pred": 18378, + "n_ref": 30354 + }, + "9": { + "Dice": 0.14179617659194058, + "FN": 10922, + "FP": 1558, + "IoU": 0.07630819332395826, + "TN": 336953, + "TP": 1031, + "n_pred": 2589, + "n_ref": 11953 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0245.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0245.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 15409, + "IoU": 0.0, + "TN": 159823, + "TP": 0, + "n_pred": 15409, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 880, + "IoU": 0.0, + "TN": 174352, + "TP": 0, + "n_pred": 880, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1285, + "IoU": 0.0, + "TN": 173947, + "TP": 0, + "n_pred": 1285, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.06554121151936444, + "FN": 1677, + "FP": 205, + "IoU": 0.033880903490759756, + "TN": 173284, + "TP": 66, + "n_pred": 271, + "n_ref": 1743 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 1933, + "IoU": 0.0, + "TN": 173299, + "TP": 0, + "n_pred": 1933, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 9774, + "IoU": 0.0, + "TN": 165458, + "TP": 0, + "n_pred": 9774, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 3843, + "FP": 0, + "IoU": 0.0, + "TN": 171389, + "TP": 0, + "n_pred": 0, + "n_ref": 3843 + }, + "9": { + "Dice": 0.0, + "FN": 882, + "FP": 0, + "IoU": 0.0, + "TN": 174350, + "TP": 0, + "n_pred": 0, + "n_ref": 882 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0248.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0248.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0259.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0259.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7596787726237565, + "FN": 8657, + "FP": 5378, + "IoU": 0.6124855044453035, + "TN": 139014, + "TP": 22183, + "n_pred": 27561, + "n_ref": 30840 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.05779280664002459, + "FN": 714, + "FP": 2351, + "IoU": 0.029756251978474202, + "TN": 172073, + "TP": 94, + "n_pred": 2445, + "n_ref": 808 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 66, + "IoU": 0.0, + "TN": 175166, + "TP": 0, + "n_pred": 66, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6810804407060774, + "FN": 293, + "FP": 5091, + "IoU": 0.5163927063684541, + "TN": 164099, + "TP": 5749, + "n_pred": 10840, + "n_ref": 6042 + }, + "7": { + "Dice": 0.8462028993722278, + "FN": 5224, + "FP": 5629, + "IoU": 0.7334070253009088, + "TN": 134522, + "TP": 29857, + "n_pred": 35486, + "n_ref": 35081 + }, + "8": { + "Dice": 0.7252747252747253, + "FN": 24, + "FP": 101, + "IoU": 0.5689655172413793, + "TN": 174942, + "TP": 165, + "n_pred": 266, + "n_ref": 189 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0358.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0358.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 70, + "FP": 1770, + "IoU": 0.0, + "TN": 348624, + "TP": 0, + "n_pred": 1770, + "n_ref": 70 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8769617074701821, + "FN": 784, + "FP": 0, + "IoU": 0.7808831749580771, + "TN": 346886, + "TP": 2794, + "n_pred": 2794, + "n_ref": 3578 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 350456, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 13, + "IoU": 0.0, + "TN": 350451, + "TP": 0, + "n_pred": 13, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9795636865221968, + "FN": 903, + "FP": 786, + "IoU": 0.9599459305634604, + "TN": 308296, + "TP": 40479, + "n_pred": 41265, + "n_ref": 41382 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0371.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0371.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8671868985547818, + "FN": 18035, + "FP": 942, + "IoU": 0.7655163040120596, + "TN": 94301, + "TP": 61954, + "n_pred": 62896, + "n_ref": 79989 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 9, + "IoU": 0.0, + "TN": 175223, + "TP": 0, + "n_pred": 9, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 175229, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1342, + "IoU": 0.0, + "TN": 173890, + "TP": 0, + "n_pred": 1342, + "n_ref": 0 + }, + "3": { + "Dice": 0.9122098432075515, + "FN": 3643, + "FP": 226, + "IoU": 0.8385899040467251, + "TN": 151262, + "TP": 20101, + "n_pred": 20327, + "n_ref": 23744 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 14876, + "IoU": 0.0, + "TN": 160356, + "TP": 0, + "n_pred": 14876, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 361, + "FP": 21, + "IoU": 0.0, + "TN": 174850, + "TP": 0, + "n_pred": 21, + "n_ref": 361 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0374.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0374.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9285899020086784, + "FN": 8361, + "FP": 6549, + "IoU": 0.8666988520545006, + "TN": 63380, + "TP": 96942, + "n_pred": 103491, + "n_ref": 105303 + }, + "15": { + "Dice": 0.43635489878056105, + "FN": 205, + "FP": 9178, + "IoU": 0.27906262005378407, + "TN": 162217, + "TP": 3632, + "n_pred": 12810, + "n_ref": 3837 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0392.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0392.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9795623658717584, + "FN": 581, + "FP": 438, + "IoU": 0.9599433940013365, + "TN": 149793, + "TP": 24420, + "n_pred": 24858, + "n_ref": 25001 + }, + "10": { + "Dice": 0.8444966164894352, + "FN": 749, + "FP": 1503, + "IoU": 0.7308473765985419, + "TN": 166865, + "TP": 6115, + "n_pred": 7618, + "n_ref": 6864 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 14989, + "IoU": 0.0, + "TN": 160243, + "TP": 0, + "n_pred": 14989, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 5377, + "IoU": 0.0, + "TN": 169855, + "TP": 0, + "n_pred": 5377, + "n_ref": 0 + }, + "3": { + "Dice": 0.8739757220057408, + "FN": 7269, + "FP": 590, + "IoU": 0.7761606379948732, + "TN": 140122, + "TP": 27251, + "n_pred": 27841, + "n_ref": 34520 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 175231, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 19, + "IoU": 0.0, + "TN": 175213, + "TP": 0, + "n_pred": 19, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 3481, + "IoU": 0.0, + "TN": 171751, + "TP": 0, + "n_pred": 3481, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0401.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0401.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 12, + "IoU": 0.0, + "TN": 350452, + "TP": 0, + "n_pred": 12, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 5235, + "IoU": 0.0, + "TN": 345229, + "TP": 0, + "n_pred": 5235, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7907564159420011, + "FN": 20511, + "FP": 1193, + "IoU": 0.653926492864546, + "TN": 287749, + "TP": 41011, + "n_pred": 42204, + "n_ref": 61522 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 15061, + "IoU": 0.0, + "TN": 335403, + "TP": 0, + "n_pred": 15061, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.42414963722292487, + "FN": 7584, + "FP": 1067, + "IoU": 0.26915603615781025, + "TN": 338627, + "TP": 3186, + "n_pred": 4253, + "n_ref": 10770 + }, + "9": { + "Dice": 0.5506580521655898, + "FN": 4473, + "FP": 4916, + "IoU": 0.37993660018491615, + "TN": 335322, + "TP": 5753, + "n_pred": 10669, + "n_ref": 10226 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0402.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0402.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": 0.4909538188266122, + "FN": 1558.4555555555555, + "FP": 864.1666666666666, + "IoU": 0.4040138146927984, + "TN": 237695.4925925926, + "TP": 3259.662962962963, + "n_pred": 4123.82962962963, + "n_ref": 4818.118518518518 + }, + "mean": { + "1": { + "Dice": 0.3620066504757333, + "FN": 3683.222222222222, + "FP": 845.5, + "IoU": 0.295297093996029, + "TN": 233696.16666666666, + "TP": 5152.888888888889, + "n_pred": 5998.388888888889, + "n_ref": 8836.111111111111 + }, + "10": { + "Dice": 0.3938719865016253, + "FN": 1766.6666666666667, + "FP": 895.8888888888889, + "IoU": 0.3027428723841096, + "TN": 238852.05555555556, + "TP": 1863.1666666666667, + "n_pred": 2759.0555555555557, + "n_ref": 3629.8333333333335 + }, + "11": { + "Dice": 0.6144371545532461, + "FN": 237.33333333333334, + "FP": 58.22222222222222, + "IoU": 0.44768443763548516, + "TN": 242848.94444444444, + "TP": 233.27777777777777, + "n_pred": 291.5, + "n_ref": 470.6111111111111 + }, + "12": { + "Dice": 0.3609348844470952, + "FN": 129.5, + "FP": 5.777777777777778, + "IoU": 0.27407050637384545, + "TN": 243211.38888888888, + "TP": 31.11111111111111, + "n_pred": 36.888888888888886, + "n_ref": 160.61111111111111 + }, + "13": { + "Dice": 0.5371521723564586, + "FN": 1548.0555555555557, + "FP": 1318.888888888889, + "IoU": 0.3839113565513082, + "TN": 239426.44444444444, + "TP": 1084.388888888889, + "n_pred": 2403.277777777778, + "n_ref": 2632.4444444444443 + }, + "14": { + "Dice": 0.4617087206728641, + "FN": 403.94444444444446, + "FP": 536.6666666666666, + "IoU": 0.42886513157894735, + "TN": 238844.61111111112, + "TP": 3592.5555555555557, + "n_pred": 4129.222222222223, + "n_ref": 3996.5 + }, + "15": { + "Dice": 0.8420037557732325, + "FN": 171.5, + "FP": 1.4444444444444444, + "IoU": 0.7271213183730715, + "TN": 242744.0, + "TP": 460.8333333333333, + "n_pred": 462.27777777777777, + "n_ref": 632.3333333333334 + }, + "2": { + "Dice": 0.35065201300484994, + "FN": 232.55555555555554, + "FP": 3763.277777777778, + "IoU": 0.32964208516931554, + "TN": 236255.5, + "TP": 3126.4444444444443, + "n_pred": 6889.722222222223, + "n_ref": 3359.0 + }, + "3": { + "Dice": 0.438361637969243, + "FN": 5148.833333333333, + "FP": 745.2222222222222, + "IoU": 0.36530594254463217, + "TN": 231939.27777777778, + "TP": 5544.444444444444, + "n_pred": 6289.666666666667, + "n_ref": 10693.277777777777 + }, + "4": { + "Dice": 0.29553426652106285, + "FN": 42.94444444444444, + "FP": 291.8333333333333, + "IoU": 0.23706675442583047, + "TN": 242724.38888888888, + "TP": 318.6111111111111, + "n_pred": 610.4444444444445, + "n_ref": 361.55555555555554 + }, + "5": { + "Dice": 0.37504599168469854, + "FN": 663.0, + "FP": 75.33333333333333, + "IoU": 0.24903964070309126, + "TN": 242373.16666666666, + "TP": 266.27777777777777, + "n_pred": 341.6111111111111, + "n_ref": 929.2777777777778 + }, + "6": { + "Dice": 0.5407412742330033, + "FN": 1505.5, + "FP": 3510.5555555555557, + "IoU": 0.48618094820101126, + "TN": 218324.88888888888, + "TP": 20036.833333333332, + "n_pred": 23547.38888888889, + "n_ref": 21542.333333333332 + }, + "7": { + "Dice": 0.4323941694450359, + "FN": 6822.944444444444, + "FP": 559.3333333333334, + "IoU": 0.3297192792516945, + "TN": 232489.16666666666, + "TP": 3506.3333333333335, + "n_pred": 4065.6666666666665, + "n_ref": 10329.277777777777 + }, + "8": { + "Dice": 0.5202804780617046, + "FN": 840.8888888888889, + "FP": 140.94444444444446, + "IoU": 0.4687582466276556, + "TN": 239951.94444444444, + "TP": 2444.0, + "n_pred": 2584.9444444444443, + "n_ref": 3284.8888888888887 + }, + "9": { + "Dice": 0.8391821266993291, + "FN": 179.94444444444446, + "FP": 213.61111111111111, + "IoU": 0.734801606575949, + "TN": 241750.44444444444, + "TP": 1233.7777777777778, + "n_pred": 1447.388888888889, + "n_ref": 1413.7222222222222 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.0019298809906722419, + "FN": 6206, + "FP": 0, + "IoU": 0.0009658725048293626, + "TN": 344252, + "TP": 6, + "n_pred": 6, + "n_ref": 6212 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 6205, + "IoU": 0.0, + "TN": 344259, + "TP": 0, + "n_pred": 6205, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 656, + "FP": 0, + "IoU": 0.0, + "TN": 349808, + "TP": 0, + "n_pred": 0, + "n_ref": 656 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.5713877580172845, + "FN": 5576, + "FP": 425, + "IoU": 0.3999600039996, + "TN": 340463, + "TP": 4000, + "n_pred": 4425, + "n_ref": 9576 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 6075, + "IoU": 0.0, + "TN": 344389, + "TP": 0, + "n_pred": 6075, + "n_ref": 0 + }, + "7": { + "Dice": 0.6876971608832808, + "FN": 232, + "FP": 164, + "IoU": 0.5240384615384616, + "TN": 349632, + "TP": 436, + "n_pred": 600, + "n_ref": 668 + }, + "8": { + "Dice": 0.7110192070624727, + "FN": 13971, + "FP": 563, + "IoU": 0.5516135003393595, + "TN": 318050, + "TP": 17880, + "n_pred": 18443, + "n_ref": 31851 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0006.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0006.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.33187006145741876, + "FN": 4481, + "FP": 2368, + "IoU": 0.19894736842105262, + "TN": 166682, + "TP": 1701, + "n_pred": 4069, + "n_ref": 6182 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.3806881459916766, + "FN": 10198, + "FP": 21499, + "IoU": 0.23509254566953836, + "TN": 133793, + "TP": 9742, + "n_pred": 31241, + "n_ref": 19940 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.6562427611767431, + "FN": 744, + "FP": 5192, + "IoU": 0.4883640751594553, + "TN": 163630, + "TP": 5666, + "n_pred": 10858, + "n_ref": 6410 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9193970471943455, + "FN": 1806, + "FP": 8081, + "IoU": 0.8508185590343267, + "TN": 108957, + "TP": 56388, + "n_pred": 64469, + "n_ref": 58194 + }, + "7": { + "Dice": 0.41021044094420966, + "FN": 25319, + "FP": 2315, + "IoU": 0.2580281387606057, + "TN": 137988, + "TP": 9610, + "n_pred": 11925, + "n_ref": 34929 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.845054945054945, + "FN": 257, + "FP": 25, + "IoU": 0.7316841103710752, + "TN": 174181, + "TP": 769, + "n_pred": 794, + "n_ref": 1026 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0011.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0011.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 4505, + "IoU": 0.0, + "TN": 170727, + "TP": 0, + "n_pred": 4505, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 2907, + "IoU": 0.0, + "TN": 172325, + "TP": 0, + "n_pred": 2907, + "n_ref": 0 + }, + "7": { + "Dice": 0.03635955560543149, + "FN": 60109, + "FP": 0, + "IoU": 0.018516401874499943, + "TN": 113989, + "TP": 1134, + "n_pred": 1134, + "n_ref": 61243 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0016.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0016.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.668964768470767, + "FN": 11675, + "FP": 521, + "IoU": 0.5025898282964232, + "TN": 150713, + "TP": 12323, + "n_pred": 12844, + "n_ref": 23998 + }, + "10": { + "Dice": 0.0, + "FN": 8212, + "FP": 0, + "IoU": 0.0, + "TN": 167020, + "TP": 0, + "n_pred": 0, + "n_ref": 8212 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9560164083865087, + "FN": 490, + "FP": 668, + "IoU": 0.9157389216328312, + "TN": 161489, + "TP": 12585, + "n_pred": 13253, + "n_ref": 13075 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 1520, + "IoU": 0.0, + "TN": 173712, + "TP": 0, + "n_pred": 1520, + "n_ref": 0 + }, + "7": { + "Dice": 0.11592689295039164, + "FN": 2952, + "FP": 2127, + "IoU": 0.061529933481152994, + "TN": 169820, + "TP": 333, + "n_pred": 2460, + "n_ref": 3285 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0025.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0025.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0067.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0067.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 5268, + "IoU": 0.0, + "TN": 169964, + "TP": 0, + "n_pred": 5268, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 175226, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.5043468630599701, + "FN": 16954, + "FP": 948, + "IoU": 0.33720844131803035, + "TN": 148222, + "TP": 9108, + "n_pred": 10056, + "n_ref": 26062 + }, + "7": { + "Dice": 0.784108576401451, + "FN": 21444, + "FP": 635, + "IoU": 0.6448837134493518, + "TN": 113058, + "TP": 40095, + "n_pred": 40730, + "n_ref": 61539 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0072.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0072.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9326471650415312, + "FN": 888, + "FP": 604, + "IoU": 0.8737946201996278, + "TN": 338642, + "TP": 10330, + "n_pred": 10934, + "n_ref": 11218 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0075.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0075.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9234174413457282, + "FN": 7271, + "FP": 3455, + "IoU": 0.8577302631578947, + "TN": 99840, + "TP": 64666, + "n_pred": 68121, + "n_ref": 71937 + }, + "15": { + "Dice": 0.8420037557732325, + "FN": 3087, + "FP": 26, + "IoU": 0.7271213183730715, + "TN": 163824, + "TP": 8295, + "n_pred": 8321, + "n_ref": 11382 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0094.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0094.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5030398978275041, + "FN": 37346, + "FP": 9, + "IoU": 0.33604095199161055, + "TN": 294203, + "TP": 18906, + "n_pred": 18915, + "n_ref": 56252 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 28799, + "IoU": 0.0, + "TN": 321665, + "TP": 0, + "n_pred": 28799, + "n_ref": 0 + }, + "3": { + "Dice": 0.30551283439835375, + "FN": 29053, + "FP": 3008, + "IoU": 0.18029811060261294, + "TN": 311351, + "TP": 7052, + "n_pred": 10060, + "n_ref": 36105 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 31127, + "IoU": 0.0, + "TN": 319337, + "TP": 0, + "n_pred": 31127, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0119.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0119.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0142.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0142.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 350459, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "10": { + "Dice": 0.7826374352759723, + "FN": 1973, + "FP": 0, + "IoU": 0.6428959276018099, + "TN": 344939, + "TP": 3552, + "n_pred": 3552, + "n_ref": 5525 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.4803179206272488, + "FN": 17636, + "FP": 1718, + "IoU": 0.3160647395575659, + "TN": 322166, + "TP": 8944, + "n_pred": 10662, + "n_ref": 26580 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9012123634425793, + "FN": 2224, + "FP": 742, + "IoU": 0.8201879357381024, + "TN": 333969, + "TP": 13529, + "n_pred": 14271, + "n_ref": 15753 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1110, + "IoU": 0.0, + "TN": 349354, + "TP": 0, + "n_pred": 1110, + "n_ref": 0 + }, + "4": { + "Dice": 0.8214285714285714, + "FN": 29, + "FP": 1, + "IoU": 0.696969696969697, + "TN": 350365, + "TP": 69, + "n_pred": 70, + "n_ref": 98 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9966566785686517, + "FN": 630, + "FP": 488, + "IoU": 0.9933356382407993, + "TN": 182706, + "TP": 166640, + "n_pred": 167128, + "n_ref": 167270 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0147.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0147.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 8171, + "IoU": 0.0, + "TN": 167061, + "TP": 0, + "n_pred": 8171, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8588235294117647, + "FN": 33, + "FP": 15, + "IoU": 0.7525773195876289, + "TN": 175038, + "TP": 146, + "n_pred": 161, + "n_ref": 179 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 219, + "IoU": 0.0, + "TN": 175013, + "TP": 0, + "n_pred": 219, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 46, + "IoU": 0.0, + "TN": 175186, + "TP": 0, + "n_pred": 46, + "n_ref": 0 + }, + "5": { + "Dice": 0.17870422535211267, + "FN": 6358, + "FP": 931, + "IoU": 0.09811927740658252, + "TN": 167150, + "TP": 793, + "n_pred": 1724, + "n_ref": 7151 + }, + "6": { + "Dice": 0.7793883849247171, + "FN": 2870, + "FP": 1848, + "IoU": 0.6385228317499234, + "TN": 162180, + "TP": 8334, + "n_pred": 10182, + "n_ref": 11204 + }, + "7": { + "Dice": 0.59935980621161, + "FN": 12443, + "FP": 1450, + "IoU": 0.4279184681902409, + "TN": 150947, + "TP": 10392, + "n_pred": 11842, + "n_ref": 22835 + }, + "8": { + "Dice": 0.9427771108443377, + "FN": 702, + "FP": 1729, + "IoU": 0.8917486752460257, + "TN": 152775, + "TP": 20026, + "n_pred": 21755, + "n_ref": 20728 + }, + "9": { + "Dice": 0.6761873131849884, + "FN": 1512, + "FP": 1413, + "IoU": 0.5107877571500251, + "TN": 169253, + "TP": 3054, + "n_pred": 4467, + "n_ref": 4566 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0171.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0171.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.5537236533957846, + "FN": 9292, + "FP": 236, + "IoU": 0.3828615842995013, + "TN": 159793, + "TP": 5911, + "n_pred": 6147, + "n_ref": 15203 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.25453252755065764, + "FN": 2013, + "FP": 84, + "IoU": 0.14582484725050918, + "TN": 172777, + "TP": 358, + "n_pred": 442, + "n_ref": 2371 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 713, + "IoU": 0.0, + "TN": 174519, + "TP": 0, + "n_pred": 713, + "n_ref": 0 + }, + "3": { + "Dice": 0.8470756394701414, + "FN": 6256, + "FP": 2945, + "IoU": 0.7347191788721024, + "TN": 140548, + "TP": 25483, + "n_pred": 28428, + "n_ref": 31739 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 175224, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.4221105527638191, + "FN": 972, + "FP": 5353, + "IoU": 0.267515923566879, + "TN": 166597, + "TP": 2310, + "n_pred": 7663, + "n_ref": 3282 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 3220, + "IoU": 0.0, + "TN": 172012, + "TP": 0, + "n_pred": 3220, + "n_ref": 0 + }, + "8": { + "Dice": 0.9476060724017127, + "FN": 448, + "FP": 225, + "IoU": 0.9004290575528925, + "TN": 168473, + "TP": 6086, + "n_pred": 6311, + "n_ref": 6534 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0173.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0173.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7981587390152044, + "FN": 3962, + "FP": 4720, + "IoU": 0.664113277623027, + "TN": 324616, + "TP": 17166, + "n_pred": 21886, + "n_ref": 21128 + }, + "10": { + "Dice": 0.6439049064238745, + "FN": 5438, + "FP": 1602, + "IoU": 0.47482282730324504, + "TN": 337059, + "TP": 6365, + "n_pred": 7967, + "n_ref": 11803 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 63, + "FP": 0, + "IoU": 0.0, + "TN": 350401, + "TP": 0, + "n_pred": 0, + "n_ref": 63 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 31373, + "IoU": 0.0, + "TN": 319091, + "TP": 0, + "n_pred": 31373, + "n_ref": 0 + }, + "3": { + "Dice": 0.6032722192617344, + "FN": 50244, + "FP": 4848, + "IoU": 0.43191825034285775, + "TN": 253485, + "TP": 41887, + "n_pred": 46735, + "n_ref": 92131 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0190.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0190.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9239599175017187, + "FN": 7109, + "FP": 191, + "IoU": 0.8586668215523416, + "TN": 123581, + "TP": 44351, + "n_pred": 44542, + "n_ref": 51460 + }, + "10": { + "Dice": 0.8388398354599523, + "FN": 2404, + "FP": 3747, + "IoU": 0.7224152714472675, + "TN": 153073, + "TP": 16008, + "n_pred": 19755, + "n_ref": 18412 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.3303834808259587, + "FN": 222, + "FP": 5, + "IoU": 0.1978798586572438, + "TN": 174949, + "TP": 56, + "n_pred": 61, + "n_ref": 278 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 3676, + "IoU": 0.0, + "TN": 171556, + "TP": 0, + "n_pred": 3676, + "n_ref": 0 + }, + "3": { + "Dice": 0.795016002237206, + "FN": 5980, + "FP": 617, + "IoU": 0.6597730789066529, + "TN": 155842, + "TP": 12793, + "n_pred": 13410, + "n_ref": 18773 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.8254909225639125, + "FN": 314, + "FP": 157, + "IoU": 0.7028391167192429, + "TN": 173647, + "TP": 1114, + "n_pred": 1271, + "n_ref": 1428 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 20, + "IoU": 0.0, + "TN": 175212, + "TP": 0, + "n_pred": 20, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0226.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0226.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.5395612172682236, + "FN": 3129, + "FP": 124, + "IoU": 0.36945144407830977, + "TN": 170073, + "TP": 1906, + "n_pred": 2030, + "n_ref": 5035 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7504504504504504, + "FN": 31, + "FP": 523, + "IoU": 0.6005767844268205, + "TN": 173845, + "TP": 833, + "n_pred": 1356, + "n_ref": 864 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9454751773049646, + "FN": 513, + "FP": 1409, + "IoU": 0.8965888303023781, + "TN": 156646, + "TP": 16664, + "n_pred": 18073, + "n_ref": 17177 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 218, + "IoU": 0.0, + "TN": 175014, + "TP": 0, + "n_pred": 218, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9617954131358996, + "FN": 1076, + "FP": 2887, + "IoU": 0.926402585102234, + "TN": 121385, + "TP": 49884, + "n_pred": 52771, + "n_ref": 50960 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 15, + "FP": 0, + "IoU": 0.0, + "TN": 175217, + "TP": 0, + "n_pred": 0, + "n_ref": 15 + }, + "9": { + "Dice": 0.9022832508382564, + "FN": 1348, + "FP": 2324, + "IoU": 0.8219636363636363, + "TN": 154607, + "TP": 16953, + "n_pred": 19277, + "n_ref": 18301 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0264.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0264.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 175230, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0281.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0281.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.6893130918382685, + "FN": 1143, + "FP": 924, + "IoU": 0.5259174311926605, + "TN": 346104, + "TP": 2293, + "n_pred": 3217, + "n_ref": 3436 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9585285632912556, + "FN": 1449, + "FP": 808, + "IoU": 0.9203599153140437, + "TN": 322124, + "TP": 26083, + "n_pred": 26891, + "n_ref": 27532 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9725531861071058, + "FN": 1903, + "FP": 1352, + "IoU": 0.9465727792003151, + "TN": 289540, + "TP": 57669, + "n_pred": 59021, + "n_ref": 59572 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9332029977191267, + "FN": 122, + "FP": 83, + "IoU": 0.8747709224190593, + "TN": 348827, + "TP": 1432, + "n_pred": 1515, + "n_ref": 1554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0282.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0282.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": 0.4659230889929873, + "FN": 699.4703703703703, + "FP": 660.2444444444444, + "IoU": 0.38893209889230357, + "TN": 218853.62962962966, + "TP": 3694.2111111111108, + "n_pred": 4354.455555555555, + "n_ref": 4393.681481481482 + }, + "mean": { + "1": { + "Dice": 0.22217565706759265, + "FN": 77.22222222222223, + "FP": 564.5, + "IoU": 0.19992457709298567, + "TN": 222853.5, + "TP": 412.3333333333333, + "n_pred": 976.8333333333334, + "n_ref": 489.55555555555554 + }, + "10": { + "Dice": 0.37434603918253095, + "FN": 747.3888888888889, + "FP": 3118.777777777778, + "IoU": 0.28577444549388886, + "TN": 217316.16666666666, + "TP": 2725.222222222222, + "n_pred": 5844.0, + "n_ref": 3472.6111111111113 + }, + "11": { + "Dice": 0.5682867258242893, + "FN": 346.27777777777777, + "FP": 311.27777777777777, + "IoU": 0.40802370476078936, + "TN": 222744.55555555556, + "TP": 505.44444444444446, + "n_pred": 816.7222222222222, + "n_ref": 851.7222222222222 + }, + "12": { + "Dice": 0.17488625099531088, + "FN": 80.0, + "FP": 117.05555555555556, + "IoU": 0.11995985380563823, + "TN": 223656.72222222222, + "TP": 53.77777777777778, + "n_pred": 170.83333333333334, + "n_ref": 133.77777777777777 + }, + "13": { + "Dice": 0.21713395087032605, + "FN": 1419.388888888889, + "FP": 647.1666666666666, + "IoU": 0.14482715516855288, + "TN": 220763.88888888888, + "TP": 1077.111111111111, + "n_pred": 1724.2777777777778, + "n_ref": 2496.5 + }, + "14": { + "Dice": 0.8651891573576906, + "FN": 64.72222222222223, + "FP": 542.5, + "IoU": 0.7630508357109695, + "TN": 221576.27777777778, + "TP": 1724.0555555555557, + "n_pred": 2266.5555555555557, + "n_ref": 1788.7777777777778 + }, + "15": { + "Dice": 0.5898309451487138, + "FN": 2143.777777777778, + "FP": 217.22222222222223, + "IoU": 0.42864716174038864, + "TN": 219996.83333333334, + "TP": 1549.7222222222222, + "n_pred": 1766.9444444444443, + "n_ref": 3693.5 + }, + "2": { + "Dice": 0.606997450859554, + "FN": 997.9444444444445, + "FP": 48.22222222222222, + "IoU": 0.5134182131143766, + "TN": 220320.22222222222, + "TP": 2541.1666666666665, + "n_pred": 2589.3888888888887, + "n_ref": 3539.1111111111113 + }, + "3": { + "Dice": 0.24418660383095853, + "FN": 196.38888888888889, + "FP": 1114.0555555555557, + "IoU": 0.21688303733317643, + "TN": 218760.27777777778, + "TP": 3836.8333333333335, + "n_pred": 4950.888888888889, + "n_ref": 4033.222222222222 + }, + "4": { + "Dice": 0.45730254585214397, + "FN": 625.0555555555555, + "FP": 240.88888888888889, + "IoU": 0.38755250403887415, + "TN": 221668.55555555556, + "TP": 1373.0555555555557, + "n_pred": 1613.9444444444443, + "n_ref": 1998.111111111111 + }, + "5": { + "Dice": 0.0, + "FN": 0.2222222222222222, + "FP": 25.27777777777778, + "IoU": 0.0, + "TN": 223882.05555555556, + "TP": 0.0, + "n_pred": 25.27777777777778, + "n_ref": 0.2222222222222222 + }, + "6": { + "Dice": 0.8428549535120919, + "FN": 1989.388888888889, + "FP": 1212.5555555555557, + "IoU": 0.7906183638016114, + "TN": 191144.22222222222, + "TP": 29561.38888888889, + "n_pred": 30773.944444444445, + "n_ref": 31550.777777777777 + }, + "7": { + "Dice": 0.40001951356824866, + "FN": 560.9444444444445, + "FP": 466.0, + "IoU": 0.33660963960647033, + "TN": 220551.27777777778, + "TP": 2329.3333333333335, + "n_pred": 2795.3333333333335, + "n_ref": 2890.277777777778 + }, + "8": { + "Dice": 0.7460897335147996, + "FN": 282.8888888888889, + "FP": 200.11111111111111, + "IoU": 0.6700020115034654, + "TN": 220882.72222222222, + "TP": 2541.8333333333335, + "n_pred": 2741.9444444444443, + "n_ref": 2824.722222222222 + }, + "9": { + "Dice": 0.6795468073105584, + "FN": 960.4444444444445, + "FP": 1078.0555555555557, + "IoU": 0.568689980213365, + "TN": 216687.16666666666, + "TP": 5181.888888888889, + "n_pred": 6259.944444444444, + "n_ref": 6142.333333333333 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.47786666666666666, + "FN": 778, + "FP": 9991, + "IoU": 0.31394533987386125, + "TN": 159535, + "TP": 4928, + "n_pred": 14919, + "n_ref": 5706 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.4737468746279319, + "FN": 7555, + "FP": 1285, + "IoU": 0.3103986270379905, + "TN": 162413, + "TP": 3979, + "n_pred": 5264, + "n_ref": 11534 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.6746987951807228, + "FN": 16, + "FP": 11, + "IoU": 0.509090909090909, + "TN": 175177, + "TP": 28, + "n_pred": 39, + "n_ref": 44 + }, + "8": { + "Dice": 0.8996650347848493, + "FN": 3402, + "FP": 492, + "IoU": 0.8176283252154365, + "TN": 153880, + "TP": 17458, + "n_pred": 17950, + "n_ref": 20860 + }, + "9": { + "Dice": 0.769192118580196, + "FN": 3187, + "FP": 3244, + "IoU": 0.6249489706654225, + "TN": 158085, + "TP": 10716, + "n_pred": 13960, + "n_ref": 13903 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0001.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0001.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8887026282703706, + "FN": 1390, + "FP": 469, + "IoU": 0.7996983083719427, + "TN": 341183, + "TP": 7422, + "n_pred": 7891, + "n_ref": 8812 + }, + "10": { + "Dice": 0.32184741869181477, + "FN": 1560, + "FP": 4049, + "IoU": 0.19178674351585015, + "TN": 343524, + "TP": 1331, + "n_pred": 5380, + "n_ref": 2891 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.3765217391304348, + "FN": 1014, + "FP": 420, + "IoU": 0.23192287091590788, + "TN": 348597, + "TP": 433, + "n_pred": 853, + "n_ref": 1447 + }, + "13": { + "Dice": 0.0, + "FN": 60, + "FP": 16, + "IoU": 0.0, + "TN": 350388, + "TP": 0, + "n_pred": 16, + "n_ref": 60 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9527148590672141, + "FN": 2603, + "FP": 2522, + "IoU": 0.9096995859395648, + "TN": 293709, + "TP": 51630, + "n_pred": 54152, + "n_ref": 54233 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9411764705882353, + "FN": 3, + "FP": 0, + "IoU": 0.8888888888888888, + "TN": 350437, + "TP": 24, + "n_pred": 24, + "n_ref": 27 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0019.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0019.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6904577191621412, + "FN": 1027, + "FP": 1367, + "IoU": 0.5272511848341233, + "TN": 170168, + "TP": 2670, + "n_pred": 4037, + "n_ref": 3697 + }, + "11": { + "Dice": 0.6320075164422173, + "FN": 1093, + "FP": 82, + "IoU": 0.461996336996337, + "TN": 173048, + "TP": 1009, + "n_pred": 1091, + "n_ref": 2102 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.4336895034569453, + "FN": 5628, + "FP": 679, + "IoU": 0.2768860353130016, + "TN": 166510, + "TP": 2415, + "n_pred": 3094, + "n_ref": 8043 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9497716894977168, + "FN": 150, + "FP": 268, + "IoU": 0.9043478260869565, + "TN": 170862, + "TP": 3952, + "n_pred": 4220, + "n_ref": 4102 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 10, + "IoU": 0.0, + "TN": 175222, + "TP": 0, + "n_pred": 10, + "n_ref": 0 + }, + "4": { + "Dice": 0.7226663531624735, + "FN": 4096, + "FP": 622, + "IoU": 0.5657616198803498, + "TN": 164367, + "TP": 6147, + "n_pred": 6769, + "n_ref": 10243 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 12, + "IoU": 0.0, + "TN": 175220, + "TP": 0, + "n_pred": 12, + "n_ref": 0 + }, + "6": { + "Dice": 0.934945119657141, + "FN": 5804, + "FP": 2150, + "IoU": 0.8778375057594839, + "TN": 110122, + "TP": 57156, + "n_pred": 59306, + "n_ref": 62960 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 33, + "IoU": 0.0, + "TN": 175199, + "TP": 0, + "n_pred": 33, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 96, + "IoU": 0.0, + "TN": 175136, + "TP": 0, + "n_pred": 96, + "n_ref": 0 + }, + "9": { + "Dice": 0.8791999148845622, + "FN": 1884, + "FP": 3793, + "IoU": 0.7844395504252734, + "TN": 148896, + "TP": 20659, + "n_pred": 24452, + "n_ref": 22543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0027.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0027.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 376, + "IoU": 0.0, + "TN": 350088, + "TP": 0, + "n_pred": 376, + "n_ref": 0 + }, + "10": { + "Dice": 0.8456505774751318, + "FN": 1603, + "FP": 3021, + "IoU": 0.732577641547626, + "TN": 333173, + "TP": 12667, + "n_pred": 15688, + "n_ref": 14270 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 438, + "IoU": 0.0, + "TN": 350026, + "TP": 0, + "n_pred": 438, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 13, + "IoU": 0.0, + "TN": 350451, + "TP": 0, + "n_pred": 13, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9016777437108415, + "FN": 4972, + "FP": 191, + "IoU": 0.820959184381177, + "TN": 321627, + "TP": 23674, + "n_pred": 23865, + "n_ref": 28646 + }, + "7": { + "Dice": 0.8535907399980639, + "FN": 8999, + "FP": 1588, + "IoU": 0.7445776737677627, + "TN": 309015, + "TP": 30862, + "n_pred": 32450, + "n_ref": 39861 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0030.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0030.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0054.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0054.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0064.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0064.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.4940848990953375, + "FN": 215, + "FP": 1239, + "IoU": 0.32809611829944546, + "TN": 173068, + "TP": 710, + "n_pred": 1949, + "n_ref": 925 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 175230, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8524590163934426, + "FN": 89, + "FP": 10, + "IoU": 0.7428571428571429, + "TN": 174847, + "TP": 286, + "n_pred": 296, + "n_ref": 375 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9355460252346324, + "FN": 6549, + "FP": 1747, + "IoU": 0.8788975826229125, + "TN": 106728, + "TP": 60208, + "n_pred": 61955, + "n_ref": 66757 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8903414603114016, + "FN": 1304, + "FP": 5591, + "IoU": 0.8023562460585908, + "TN": 140346, + "TP": 27991, + "n_pred": 33582, + "n_ref": 29295 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0081.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0081.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 6518, + "IoU": 0.0, + "TN": 343946, + "TP": 0, + "n_pred": 6518, + "n_ref": 0 + }, + "10": { + "Dice": 0.03680981595092025, + "FN": 3, + "FP": 154, + "IoU": 0.01875, + "TN": 350304, + "TP": 3, + "n_pred": 157, + "n_ref": 6 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6935251798561151, + "FN": 165, + "FP": 48, + "IoU": 0.5308370044052864, + "TN": 350010, + "TP": 241, + "n_pred": 289, + "n_ref": 406 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 4, + "FP": 443, + "IoU": 0.0, + "TN": 350017, + "TP": 0, + "n_pred": 443, + "n_ref": 4 + }, + "6": { + "Dice": 0.7746354396818382, + "FN": 324, + "FP": 4776, + "IoU": 0.6321673278038226, + "TN": 336599, + "TP": 8765, + "n_pred": 13541, + "n_ref": 9089 + }, + "7": { + "Dice": 0.8016714882674382, + "FN": 564, + "FP": 53, + "IoU": 0.6689914163090128, + "TN": 348600, + "TP": 1247, + "n_pred": 1300, + "n_ref": 1811 + }, + "8": { + "Dice": 0.9201069619065491, + "FN": 1410, + "FP": 1996, + "IoU": 0.8520352752074374, + "TN": 327445, + "TP": 19613, + "n_pred": 21609, + "n_ref": 21023 + }, + "9": { + "Dice": 0.7620205008982353, + "FN": 4324, + "FP": 180, + "IoU": 0.6155356380708493, + "TN": 338749, + "TP": 7211, + "n_pred": 7391, + "n_ref": 11535 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0098.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0098.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8166927788064379, + "FN": 666, + "FP": 1908, + "IoU": 0.690178141550313, + "TN": 166924, + "TP": 5734, + "n_pred": 7642, + "n_ref": 6400 + }, + "11": { + "Dice": 0.4405474764756202, + "FN": 686, + "FP": 1930, + "IoU": 0.28250137136588044, + "TN": 171586, + "TP": 1030, + "n_pred": 2960, + "n_ref": 1716 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 385, + "IoU": 0.0, + "TN": 174847, + "TP": 0, + "n_pred": 385, + "n_ref": 0 + }, + "13": { + "Dice": 0.21462488129154797, + "FN": 3944, + "FP": 3499, + "IoU": 0.1202127659574468, + "TN": 166772, + "TP": 1017, + "n_pred": 4516, + "n_ref": 4961 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8898320160613993, + "FN": 3965, + "FP": 370, + "IoU": 0.8015291639959711, + "TN": 153390, + "TP": 17507, + "n_pred": 17877, + "n_ref": 21472 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 175224, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "4": { + "Dice": 0.22425838964608866, + "FN": 4925, + "FP": 1848, + "IoU": 0.12628998968008256, + "TN": 167480, + "TP": 979, + "n_pred": 2827, + "n_ref": 5904 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9460637310953377, + "FN": 892, + "FP": 4108, + "IoU": 0.8976479498884362, + "TN": 126381, + "TP": 43851, + "n_pred": 47959, + "n_ref": 44743 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 613, + "IoU": 0.0, + "TN": 174619, + "TP": 0, + "n_pred": 613, + "n_ref": 0 + }, + "8": { + "Dice": 0.6766275346851655, + "FN": 3, + "FP": 300, + "IoU": 0.5112903225806451, + "TN": 174612, + "TP": 317, + "n_pred": 617, + "n_ref": 320 + }, + "9": { + "Dice": 0.6919915081982023, + "FN": 3035, + "FP": 3784, + "IoU": 0.5290420609158091, + "TN": 160753, + "TP": 7660, + "n_pred": 11444, + "n_ref": 10695 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0109.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0109.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 6275, + "IoU": 0.0, + "TN": 168957, + "TP": 0, + "n_pred": 6275, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 177, + "IoU": 0.0, + "TN": 175055, + "TP": 0, + "n_pred": 177, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 15, + "FP": 0, + "IoU": 0.0, + "TN": 175217, + "TP": 0, + "n_pred": 0, + "n_ref": 15 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 175224, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "3": { + "Dice": 0.7565913677494954, + "FN": 932, + "FP": 10285, + "IoU": 0.6084816753926702, + "TN": 146582, + "TP": 17433, + "n_pred": 27718, + "n_ref": 18365 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 2585, + "IoU": 0.0, + "TN": 172647, + "TP": 0, + "n_pred": 2585, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0138.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0138.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.7552182163187856, + "FN": 1448, + "FP": 358, + "IoU": 0.6067073170731707, + "TN": 170640, + "TP": 2786, + "n_pred": 3144, + "n_ref": 4234 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8033210074652899, + "FN": 2818, + "FP": 1, + "IoU": 0.6712919776119403, + "TN": 166656, + "TP": 5757, + "n_pred": 5758, + "n_ref": 8575 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 933, + "IoU": 0.0, + "TN": 174299, + "TP": 0, + "n_pred": 933, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9698671750773296, + "FN": 1895, + "FP": 1914, + "IoU": 0.9414972046445905, + "TN": 110124, + "TP": 61299, + "n_pred": 63213, + "n_ref": 63194 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8977098170646558, + "FN": 1257, + "FP": 1673, + "IoU": 0.8144042566668778, + "TN": 159445, + "TP": 12857, + "n_pred": 14530, + "n_ref": 14114 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0158.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0158.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 13, + "IoU": 0.0, + "TN": 175219, + "TP": 0, + "n_pred": 13, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.15490020851951147, + "FN": 1027, + "FP": 1810, + "IoU": 0.08395221181788828, + "TN": 172135, + "TP": 260, + "n_pred": 2070, + "n_ref": 1287 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9244968709198145, + "FN": 1111, + "FP": 566, + "IoU": 0.8595947756195579, + "TN": 163288, + "TP": 10267, + "n_pred": 10833, + "n_ref": 11378 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9863325114902449, + "FN": 2349, + "FP": 140, + "IoU": 0.9730335861321777, + "TN": 82932, + "TP": 89811, + "n_pred": 89951, + "n_ref": 92160 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 108, + "IoU": 0.0, + "TN": 175124, + "TP": 0, + "n_pred": 108, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0179.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0179.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8868539226908515, + "FN": 797, + "FP": 488, + "IoU": 0.7967093814269894, + "TN": 168911, + "TP": 5036, + "n_pred": 5524, + "n_ref": 5833 + }, + "15": { + "Dice": 0.7100172237338059, + "FN": 10331, + "FP": 1286, + "IoU": 0.5504082975347343, + "TN": 149393, + "TP": 14222, + "n_pred": 15508, + "n_ref": 24553 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0199.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0199.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.4149738827626233, + "FN": 1967, + "FP": 49, + "IoU": 0.26180886122299524, + "TN": 347733, + "TP": 715, + "n_pred": 764, + "n_ref": 2682 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 350463, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.6759711106773375, + "FN": 3291, + "FP": 29, + "IoU": 0.5105410585286746, + "TN": 343681, + "TP": 3463, + "n_pred": 3492, + "n_ref": 6754 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3397, + "IoU": 0.0, + "TN": 347067, + "TP": 0, + "n_pred": 3397, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 57, + "IoU": 0.0, + "TN": 350407, + "TP": 0, + "n_pred": 57, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9685398791598008, + "FN": 1345, + "FP": 1977, + "IoU": 0.9389988615079511, + "TN": 296006, + "TP": 51136, + "n_pred": 53113, + "n_ref": 52481 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.839344262295082, + "FN": 44, + "FP": 5, + "IoU": 0.7231638418079096, + "TN": 350287, + "TP": 128, + "n_pred": 133, + "n_ref": 172 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0268.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0268.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8435243920245299, + "FN": 368, + "FP": 9277, + "IoU": 0.7293922899949498, + "TN": 139590, + "TP": 25997, + "n_pred": 35274, + "n_ref": 26365 + }, + "15": { + "Dice": 0.4696446665636217, + "FN": 28257, + "FP": 2624, + "IoU": 0.30688602594604303, + "TN": 130678, + "TP": 13673, + "n_pred": 16297, + "n_ref": 41930 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 13, + "IoU": 0.0, + "TN": 175219, + "TP": 0, + "n_pred": 13, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0321.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0321.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0379.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0379.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.5541354150721975, + "FN": 7816, + "FP": 27138, + "IoU": 0.38325540361711513, + "TN": 293789, + "TP": 21721, + "n_pred": 48859, + "n_ref": 29537 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.3290430889759373, + "FN": 261, + "FP": 938, + "IoU": 0.19691895512391158, + "TN": 348971, + "TP": 294, + "n_pred": 1232, + "n_ref": 555 + }, + "13": { + "Dice": 0.6772440899369978, + "FN": 7320, + "FP": 3848, + "IoU": 0.5119947563906488, + "TN": 327579, + "TP": 11717, + "n_pred": 15565, + "n_ref": 19037 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.49640287769784175, + "FN": 280, + "FP": 0, + "IoU": 0.33014354066985646, + "TN": 350046, + "TP": 138, + "n_pred": 138, + "n_ref": 418 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.872393661384487, + "FN": 899, + "FP": 1243, + "IoU": 0.7736686390532544, + "TN": 341000, + "TP": 7322, + "n_pred": 8565, + "n_ref": 8221 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9773266931433735, + "FN": 2240, + "FP": 2076, + "IoU": 0.9556587490753679, + "TN": 253128, + "TP": 93020, + "n_pred": 95096, + "n_ref": 95260 + }, + "7": { + "Dice": 0.8701950850997645, + "FN": 518, + "FP": 2403, + "IoU": 0.7702171176840781, + "TN": 337752, + "TP": 9791, + "n_pred": 12194, + "n_ref": 10309 + }, + "8": { + "Dice": 0.9457078703437158, + "FN": 230, + "FP": 713, + "IoU": 0.8970074268239406, + "TN": 341308, + "TP": 8213, + "n_pred": 8926, + "n_ref": 8443 + }, + "9": { + "Dice": 0.4081272084805654, + "FN": 52, + "FP": 618, + "IoU": 0.2563817980022198, + "TN": 349563, + "TP": 231, + "n_pred": 849, + "n_ref": 283 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0383.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0383.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2798, + "IoU": 0.0, + "TN": 172434, + "TP": 0, + "n_pred": 2798, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 2222, + "IoU": 0.0, + "TN": 173010, + "TP": 0, + "n_pred": 2222, + "n_ref": 0 + }, + "11": { + "Dice": 0.6728883638511518, + "FN": 824, + "FP": 1945, + "IoU": 0.5070322236069076, + "TN": 169615, + "TP": 2848, + "n_pred": 4793, + "n_ref": 3672 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 136, + "IoU": 0.0, + "TN": 175096, + "TP": 0, + "n_pred": 136, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 74, + "IoU": 0.0, + "TN": 175158, + "TP": 0, + "n_pred": 74, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.795219339942958, + "FN": 7370, + "FP": 169, + "IoU": 0.6600532082788475, + "TN": 153055, + "TP": 14638, + "n_pred": 14807, + "n_ref": 22008 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2898, + "IoU": 0.0, + "TN": 172334, + "TP": 0, + "n_pred": 2898, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 220, + "FP": 0, + "IoU": 0.0, + "TN": 175012, + "TP": 0, + "n_pred": 0, + "n_ref": 220 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8764701703824727, + "FN": 9439, + "FP": 2734, + "IoU": 0.7801040500018064, + "TN": 119874, + "TP": 43185, + "n_pred": 45919, + "n_ref": 52624 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1102, + "IoU": 0.0, + "TN": 174130, + "TP": 0, + "n_pred": 1102, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8173387373772069, + "FN": 2245, + "FP": 414, + "IoU": 0.6911013011152416, + "TN": 166624, + "TP": 5949, + "n_pred": 6363, + "n_ref": 8194 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0388.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0388.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": 0.43633148634945074, + "FN": 757.188888888889, + "FP": 325.3333333333333, + "IoU": 0.3717846589902865, + "TN": 220414.10370370367, + "TP": 2410.9296296296293, + "n_pred": 2736.2629629629623, + "n_ref": 3168.1185185185186 + }, + "mean": { + "1": { + "Dice": 0.3305187902509063, + "FN": 835.5, + "FP": 107.94444444444444, + "IoU": 0.2888193216151388, + "TN": 222154.5, + "TP": 809.6111111111111, + "n_pred": 917.5555555555555, + "n_ref": 1645.111111111111 + }, + "10": { + "Dice": 0.3021313430553127, + "FN": 2430.3888888888887, + "FP": 119.72222222222223, + "IoU": 0.21957709340863507, + "TN": 220751.83333333334, + "TP": 605.6111111111111, + "n_pred": 725.3333333333334, + "n_ref": 3036.0 + }, + "11": { + "Dice": 0.0, + "FN": 0.0, + "FP": 46.388888888888886, + "IoU": 0.0, + "TN": 223861.16666666666, + "TP": 0.0, + "n_pred": 46.388888888888886, + "n_ref": 0.0 + }, + "12": { + "Dice": 0.29105539138363656, + "FN": 557.3333333333334, + "FP": 78.11111111111111, + "IoU": 0.1863652999442286, + "TN": 223084.22222222222, + "TP": 187.88888888888889, + "n_pred": 266.0, + "n_ref": 745.2222222222222 + }, + "13": { + "Dice": 0.13178990011623046, + "FN": 2757.722222222222, + "FP": 3.5, + "IoU": 0.07595128038387022, + "TN": 220909.61111111112, + "TP": 236.72222222222223, + "n_pred": 240.22222222222223, + "n_ref": 2994.4444444444443 + }, + "14": { + "Dice": 0.8041225434740853, + "FN": 325.8333333333333, + "FP": 1017.3333333333334, + "IoU": 0.6925816486489889, + "TN": 219788.33333333334, + "TP": 2776.0555555555557, + "n_pred": 3793.3888888888887, + "n_ref": 3101.8888888888887 + }, + "15": { + "Dice": 0.057711916253143904, + "FN": 402.1666666666667, + "FP": 330.5, + "IoU": 0.030623286683018322, + "TN": 223127.72222222222, + "TP": 47.166666666666664, + "n_pred": 377.6666666666667, + "n_ref": 449.3333333333333 + }, + "2": { + "Dice": 0.0, + "FN": 0.0, + "FP": 312.8888888888889, + "IoU": 0.0, + "TN": 223594.66666666666, + "TP": 0.0, + "n_pred": 312.8888888888889, + "n_ref": 0.0 + }, + "3": { + "Dice": 0.7833460090013468, + "FN": 568.8333333333334, + "FP": 317.1111111111111, + "IoU": 0.74123604507764, + "TN": 215387.16666666666, + "TP": 7634.444444444444, + "n_pred": 7951.555555555556, + "n_ref": 8203.277777777777 + }, + "4": { + "Dice": 0.7949197592927536, + "FN": 728.2777777777778, + "FP": 230.16666666666666, + "IoU": 0.6906352848897114, + "TN": 219757.38888888888, + "TP": 3191.722222222222, + "n_pred": 3421.8888888888887, + "n_ref": 3920.0 + }, + "5": { + "Dice": 0.38279762571396575, + "FN": 102.61111111111111, + "FP": 16.77777777777778, + "IoU": 0.3101070586100526, + "TN": 223598.27777777778, + "TP": 189.88888888888889, + "n_pred": 206.66666666666666, + "n_ref": 292.5 + }, + "6": { + "Dice": 0.7028724921051044, + "FN": 438.0, + "FP": 1268.3333333333333, + "IoU": 0.662324119773188, + "TN": 209291.5, + "TP": 12909.722222222223, + "n_pred": 14178.055555555555, + "n_ref": 13347.722222222223 + }, + "7": { + "Dice": 0.44654223292105066, + "FN": 1452.611111111111, + "FP": 635.0555555555555, + "IoU": 0.34554691528935805, + "TN": 220009.44444444444, + "TP": 1810.4444444444443, + "n_pred": 2445.5, + "n_ref": 3263.0555555555557 + }, + "8": { + "Dice": 0.8937867678212059, + "FN": 394.3888888888889, + "FP": 287.8888888888889, + "IoU": 0.8241948592241296, + "TN": 218647.05555555556, + "TP": 4578.222222222223, + "n_pred": 4866.111111111111, + "n_ref": 4972.611111111111 + }, + "9": { + "Dice": 0.6233775238530193, + "FN": 364.1666666666667, + "FP": 108.27777777777777, + "IoU": 0.5088076713063394, + "TN": 222248.66666666666, + "TP": 1186.4444444444443, + "n_pred": 1294.7222222222222, + "n_ref": 1550.611111111111 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 25558, + "FP": 0, + "IoU": 0.0, + "TN": 149674, + "TP": 0, + "n_pred": 0, + "n_ref": 25558 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.5572671516188846, + "FN": 3425, + "FP": 2783, + "IoU": 0.3862580326248146, + "TN": 165117, + "TP": 3907, + "n_pred": 6690, + "n_ref": 7332 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8846702012428026, + "FN": 1068, + "FP": 5001, + "IoU": 0.7931915763647516, + "TN": 145886, + "TP": 23277, + "n_pred": 28278, + "n_ref": 24345 + }, + "7": { + "Dice": 0.14830685618729098, + "FN": 7750, + "FP": 8548, + "IoU": 0.08009256646159056, + "TN": 157515, + "TP": 1419, + "n_pred": 9967, + "n_ref": 9169 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0005.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0005.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6780600743313228, + "FN": 10344, + "FP": 224, + "IoU": 0.5129280545697562, + "TN": 153535, + "TP": 11129, + "n_pred": 11353, + "n_ref": 21473 + }, + "10": { + "Dice": 0.8156253676903165, + "FN": 640, + "FP": 927, + "IoU": 0.6886548778064773, + "TN": 170199, + "TP": 3466, + "n_pred": 4393, + "n_ref": 4106 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 801, + "IoU": 0.0, + "TN": 174431, + "TP": 0, + "n_pred": 801, + "n_ref": 0 + }, + "12": { + "Dice": 0.2756165776760742, + "FN": 2684, + "FP": 165, + "IoU": 0.15983485697434385, + "TN": 171841, + "TP": 542, + "n_pred": 707, + "n_ref": 3226 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 2872, + "IoU": 0.0, + "TN": 172360, + "TP": 0, + "n_pred": 2872, + "n_ref": 0 + }, + "3": { + "Dice": 0.8676549997545531, + "FN": 3820, + "FP": 1572, + "IoU": 0.7662461525122469, + "TN": 152165, + "TP": 17675, + "n_pred": 19247, + "n_ref": 21495 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 3, + "FP": 4631, + "IoU": 0.0, + "TN": 170598, + "TP": 0, + "n_pred": 4631, + "n_ref": 3 + }, + "7": { + "Dice": 0.8803664205633033, + "FN": 1443, + "FP": 307, + "IoU": 0.7862986933691537, + "TN": 167043, + "TP": 6439, + "n_pred": 6746, + "n_ref": 7882 + }, + "8": { + "Dice": 0.87720683625698, + "FN": 1177, + "FP": 1000, + "IoU": 0.7812719782980007, + "TN": 165279, + "TP": 7776, + "n_pred": 8776, + "n_ref": 8953 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0035.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0035.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.6735778236355069, + "FN": 1794, + "FP": 18295, + "IoU": 0.5078155625245002, + "TN": 309648, + "TP": 20727, + "n_pred": 39022, + "n_ref": 22521 + }, + "15": { + "Dice": 0.11542383250628781, + "FN": 7239, + "FP": 5774, + "IoU": 0.061246573366036644, + "TN": 336602, + "TP": 849, + "n_pred": 6623, + "n_ref": 8088 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0043.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0043.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0048.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0048.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9346672633126638, + "FN": 4071, + "FP": 17, + "IoU": 0.8773477347734774, + "TN": 317134, + "TP": 29242, + "n_pred": 29259, + "n_ref": 33313 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 175, + "IoU": 0.0, + "TN": 350289, + "TP": 0, + "n_pred": 175, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 101, + "IoU": 0.0, + "TN": 350363, + "TP": 0, + "n_pred": 101, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9460897631613382, + "FN": 1583, + "FP": 889, + "IoU": 0.8976948226627488, + "TN": 326301, + "TP": 21691, + "n_pred": 22580, + "n_ref": 23274 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9496130491725205, + "FN": 1268, + "FP": 2964, + "IoU": 0.9040602117385687, + "TN": 306353, + "TP": 39879, + "n_pred": 42843, + "n_ref": 41147 + }, + "7": { + "Dice": 0.7076648841354723, + "FN": 585, + "FP": 71, + "IoU": 0.5475862068965517, + "TN": 349014, + "TP": 794, + "n_pred": 865, + "n_ref": 1379 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0078.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0078.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0118.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0118.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.5653849447632098, + "FN": 4407, + "FP": 668, + "IoU": 0.39410219675262653, + "TN": 166856, + "TP": 3301, + "n_pred": 3969, + "n_ref": 7708 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.28036377334122586, + "FN": 13373, + "FP": 0, + "IoU": 0.16303667542871447, + "TN": 159254, + "TP": 2605, + "n_pred": 2605, + "n_ref": 15978 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.6238746638606337, + "FN": 1359, + "FP": 1858, + "IoU": 0.4533559898045879, + "TN": 169347, + "TP": 2668, + "n_pred": 4526, + "n_ref": 4027 + }, + "9": { + "Dice": 0.8608510195588848, + "FN": 4812, + "FP": 538, + "IoU": 0.7556966071510115, + "TN": 153333, + "TP": 16549, + "n_pred": 17087, + "n_ref": 21361 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0124.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0124.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8814023630980381, + "FN": 8101, + "FP": 471, + "IoU": 0.7879529993815708, + "TN": 134807, + "TP": 31853, + "n_pred": 32324, + "n_ref": 39954 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9692100701182437, + "FN": 536, + "FP": 6604, + "IoU": 0.9402595446672858, + "TN": 55715, + "TP": 112377, + "n_pred": 118981, + "n_ref": 112913 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 52, + "IoU": 0.0, + "TN": 175180, + "TP": 0, + "n_pred": 52, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0131.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0131.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.013959390862944163, + "FN": 4662, + "FP": 0, + "IoU": 0.007028753993610224, + "TN": 345769, + "TP": 33, + "n_pred": 33, + "n_ref": 4695 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 34, + "IoU": 0.0, + "TN": 350430, + "TP": 0, + "n_pred": 34, + "n_ref": 0 + }, + "12": { + "Dice": 0.3300747556066705, + "FN": 861, + "FP": 304, + "IoU": 0.19765840220385675, + "TN": 349012, + "TP": 287, + "n_pred": 591, + "n_ref": 1148 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 94, + "FP": 45, + "IoU": 0.0, + "TN": 350325, + "TP": 0, + "n_pred": 45, + "n_ref": 94 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7655952514279315, + "FN": 1847, + "FP": 246, + "IoU": 0.6202141172201052, + "TN": 344953, + "TP": 3418, + "n_pred": 3664, + "n_ref": 5265 + }, + "6": { + "Dice": 0.9145945355787864, + "FN": 2937, + "FP": 3321, + "IoU": 0.8426293818840215, + "TN": 310698, + "TP": 33508, + "n_pred": 36829, + "n_ref": 36445 + }, + "7": { + "Dice": 0.6012224758818764, + "FN": 5387, + "FP": 28, + "IoU": 0.42981994313993893, + "TN": 340967, + "TP": 4082, + "n_pred": 4110, + "n_ref": 9469 + }, + "8": { + "Dice": 0.9353103919922907, + "FN": 1078, + "FP": 1003, + "IoU": 0.8784817518248175, + "TN": 333339, + "TP": 15044, + "n_pred": 16047, + "n_ref": 16122 + }, + "9": { + "Dice": 0.8108342989571263, + "FN": 729, + "FP": 577, + "IoU": 0.6818514007308161, + "TN": 346359, + "TP": 2799, + "n_pred": 3376, + "n_ref": 3528 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0160.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0160.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0170.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0170.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9493576615155465, + "FN": 1576, + "FP": 56, + "IoU": 0.9035973772815878, + "TN": 158303, + "TP": 15297, + "n_pred": 15353, + "n_ref": 16873 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 121, + "IoU": 0.0, + "TN": 175111, + "TP": 0, + "n_pred": 121, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0188.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0188.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0846575727745746, + "FN": 5986, + "FP": 523, + "IoU": 0.04419970631424376, + "TN": 168422, + "TP": 301, + "n_pred": 824, + "n_ref": 6287 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.24679582712369597, + "FN": 10045, + "FP": 63, + "IoU": 0.1407684461067664, + "TN": 163468, + "TP": 1656, + "n_pred": 1719, + "n_ref": 11701 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 56, + "IoU": 0.0, + "TN": 175176, + "TP": 0, + "n_pred": 56, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 175231, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.959424236529858, + "FN": 805, + "FP": 238, + "IoU": 0.9220128607746374, + "TN": 161858, + "TP": 12331, + "n_pred": 12569, + "n_ref": 13136 + }, + "9": { + "Dice": 0.6906772359124591, + "FN": 990, + "FP": 805, + "IoU": 0.5275072387470386, + "TN": 171433, + "TP": 2004, + "n_pred": 2809, + "n_ref": 2994 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0192.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 151, + "IoU": 0.0, + "TN": 350313, + "TP": 0, + "n_pred": 151, + "n_ref": 0 + }, + "10": { + "Dice": 0.19982235290514258, + "FN": 26121, + "FP": 4, + "IoU": 0.11100146323204138, + "TN": 321077, + "TP": 3262, + "n_pred": 3266, + "n_ref": 29383 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.24116237267825044, + "FN": 4956, + "FP": 110, + "IoU": 0.1371146312382899, + "TN": 344593, + "TP": 805, + "n_pred": 915, + "n_ref": 5761 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9681226672046808, + "FN": 391, + "FP": 241, + "IoU": 0.9382148792648353, + "TN": 340235, + "TP": 9597, + "n_pred": 9838, + "n_ref": 9988 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.7515557500903952, + "FN": 10790, + "FP": 2265, + "IoU": 0.6019938416511692, + "TN": 317663, + "TP": 19746, + "n_pred": 22011, + "n_ref": 30536 + }, + "8": { + "Dice": 0.9622989717901397, + "FN": 1250, + "FP": 37, + "IoU": 0.9273373983739838, + "TN": 332752, + "TP": 16425, + "n_pred": 16462, + "n_ref": 17675 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0214.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0214.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1321, + "IoU": 0.0, + "TN": 349143, + "TP": 0, + "n_pred": 1321, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 15, + "IoU": 0.0, + "TN": 350449, + "TP": 0, + "n_pred": 15, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 108, + "IoU": 0.0, + "TN": 350356, + "TP": 0, + "n_pred": 108, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 2605, + "IoU": 0.0, + "TN": 347859, + "TP": 0, + "n_pred": 2605, + "n_ref": 0 + }, + "3": { + "Dice": 0.9359117140832236, + "FN": 5008, + "FP": 3221, + "IoU": 0.8795432921027593, + "TN": 282149, + "TP": 60086, + "n_pred": 63307, + "n_ref": 65094 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9399538106235565, + "FN": 31, + "FP": 73, + "IoU": 0.8867102396514162, + "TN": 349546, + "TP": 814, + "n_pred": 887, + "n_ref": 845 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0272.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0272.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9605744860602647, + "FN": 33, + "FP": 247, + "IoU": 0.9241397995123273, + "TN": 171541, + "TP": 3411, + "n_pred": 3658, + "n_ref": 3444 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9858406722145916, + "FN": 812, + "FP": 590, + "IoU": 0.9720767193132706, + "TN": 125023, + "TP": 48807, + "n_pred": 49397, + "n_ref": 49619 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0294.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0294.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0297.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0297.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.1472978201986328, + "FN": 6593, + "FP": 18, + "IoU": 0.0795043163464216, + "TN": 168050, + "TP": 571, + "n_pred": 589, + "n_ref": 7164 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6084232509571876, + "FN": 1531, + "FP": 719, + "IoU": 0.43721860930465234, + "TN": 171234, + "TP": 1748, + "n_pred": 2467, + "n_ref": 3279 + }, + "13": { + "Dice": 0.0, + "FN": 663, + "FP": 0, + "IoU": 0.0, + "TN": 174569, + "TP": 0, + "n_pred": 0, + "n_ref": 663 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 54, + "IoU": 0.0, + "TN": 175178, + "TP": 0, + "n_pred": 54, + "n_ref": 0 + }, + "3": { + "Dice": 0.9425460007510327, + "FN": 114, + "FP": 39, + "IoU": 0.8913352272727273, + "TN": 173824, + "TP": 1255, + "n_pred": 1294, + "n_ref": 1369 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9555344192129355, + "FN": 496, + "FP": 252, + "IoU": 0.9148548662492886, + "TN": 166447, + "TP": 8037, + "n_pred": 8289, + "n_ref": 8533 + }, + "7": { + "Dice": 0.48322147651006714, + "FN": 192, + "FP": 39, + "IoU": 0.3185840707964602, + "TN": 174893, + "TP": 108, + "n_pred": 147, + "n_ref": 300 + }, + "8": { + "Dice": 0.9584384636949818, + "FN": 1399, + "FP": 973, + "IoU": 0.9201937958414642, + "TN": 145510, + "TP": 27350, + "n_pred": 28323, + "n_ref": 28749 + }, + "9": { + "Dice": 0.13114754098360656, + "FN": 24, + "FP": 29, + "IoU": 0.07017543859649122, + "TN": 175175, + "TP": 4, + "n_pred": 33, + "n_ref": 28 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0378.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0378.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0398.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0398.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": 0.4244431822140543, + "FN": 1085.0111111111112, + "FP": 950.1037037037038, + "IoU": 0.34831778795149926, + "TN": 228433.27777777778, + "TP": 3174.274074074074, + "n_pred": 4124.377777777778, + "n_ref": 4259.285185185186 + }, + "mean": { + "1": { + "Dice": 0.16104811620806803, + "FN": 79.16666666666667, + "FP": 495.1111111111111, + "IoU": 0.1557960291034653, + "TN": 231664.66666666666, + "TP": 1403.7222222222222, + "n_pred": 1898.8333333333333, + "n_ref": 1482.888888888889 + }, + "10": { + "Dice": 0.540124381729192, + "FN": 1340.2777777777778, + "FP": 709.2222222222222, + "IoU": 0.4331601439482101, + "TN": 228892.83333333334, + "TP": 2700.3333333333335, + "n_pred": 3409.5555555555557, + "n_ref": 4040.6111111111113 + }, + "11": { + "Dice": 0.768102658111824, + "FN": 17.333333333333332, + "FP": 38.888888888888886, + "IoU": 0.6235119047619048, + "TN": 233493.33333333334, + "TP": 93.11111111111111, + "n_pred": 132.0, + "n_ref": 110.44444444444444 + }, + "12": { + "Dice": 0.36060970718010427, + "FN": 112.94444444444444, + "FP": 35.5, + "IoU": 0.28199498117942284, + "TN": 233344.38888888888, + "TP": 149.83333333333334, + "n_pred": 185.33333333333334, + "n_ref": 262.77777777777777 + }, + "13": { + "Dice": 0.11882787128428375, + "FN": 1293.9444444444443, + "FP": 516.8333333333334, + "IoU": 0.06967128383049012, + "TN": 231495.05555555556, + "TP": 336.8333333333333, + "n_pred": 853.6666666666666, + "n_ref": 1630.7777777777778 + }, + "14": { + "Dice": 0.36452037824705974, + "FN": 1290.111111111111, + "FP": 1365.4444444444443, + "IoU": 0.27653338926200244, + "TN": 227806.55555555556, + "TP": 3180.5555555555557, + "n_pred": 4546.0, + "n_ref": 4470.666666666667 + }, + "15": { + "Dice": 0.2668671777689714, + "FN": 1102.9444444444443, + "FP": 1120.888888888889, + "IoU": 0.22946188850828697, + "TN": 228475.61111111112, + "TP": 2943.222222222222, + "n_pred": 4064.1111111111113, + "n_ref": 4046.1666666666665 + }, + "2": { + "Dice": 0.09795164022793777, + "FN": 4505.166666666667, + "FP": 7.111111111111111, + "IoU": 0.05429400717090661, + "TN": 228812.38888888888, + "TP": 318.0, + "n_pred": 325.1111111111111, + "n_ref": 4823.166666666667 + }, + "3": { + "Dice": 0.2992161849261486, + "FN": 142.61111111111111, + "FP": 4673.666666666667, + "IoU": 0.27148012693989704, + "TN": 227976.72222222222, + "TP": 849.6666666666666, + "n_pred": 5523.333333333333, + "n_ref": 992.2777777777778 + }, + "4": { + "Dice": 0.587179190164775, + "FN": 419.5, + "FP": 769.4444444444445, + "IoU": 0.5101746753060976, + "TN": 228865.55555555556, + "TP": 3588.1666666666665, + "n_pred": 4357.611111111111, + "n_ref": 4007.6666666666665 + }, + "5": { + "Dice": 0.2649285113540791, + "FN": 655.2777777777778, + "FP": 24.5, + "IoU": 0.1526902569074164, + "TN": 232840.38888888888, + "TP": 122.5, + "n_pred": 147.0, + "n_ref": 777.7777777777778 + }, + "6": { + "Dice": 0.7037242322690987, + "FN": 1847.1666666666667, + "FP": 2982.277777777778, + "IoU": 0.6434747118878535, + "TN": 203449.16666666666, + "TP": 25364.055555555555, + "n_pred": 28346.333333333332, + "n_ref": 27211.222222222223 + }, + "7": { + "Dice": 0.38543376561784065, + "FN": 2848.8333333333335, + "FP": 372.22222222222223, + "IoU": 0.29477677339206043, + "TN": 227672.0, + "TP": 2749.6111111111113, + "n_pred": 3121.8333333333335, + "n_ref": 5598.444444444444 + }, + "8": { + "Dice": 0.8772770153043983, + "FN": 305.55555555555554, + "FP": 166.88888888888889, + "IoU": 0.79193031241153, + "TN": 230736.77777777778, + "TP": 2433.4444444444443, + "n_pred": 2600.3333333333335, + "n_ref": 2739.0 + }, + "9": { + "Dice": 0.5708369028170329, + "FN": 314.3333333333333, + "FP": 973.5555555555555, + "IoU": 0.435816334662943, + "TN": 230973.72222222222, + "TP": 1381.0555555555557, + "n_pred": 2354.6111111111113, + "n_ref": 1695.388888888889 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 8394, + "IoU": 0.0, + "TN": 342070, + "TP": 0, + "n_pred": 8394, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.19590328045587554, + "FN": 46861, + "FP": 128, + "IoU": 0.10858801434181321, + "TN": 297751, + "TP": 5724, + "n_pred": 5852, + "n_ref": 52585 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 44691, + "IoU": 0.0, + "TN": 305773, + "TP": 0, + "n_pred": 44691, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8509822712026833, + "FN": 9888, + "FP": 64, + "IoU": 0.7406171809841534, + "TN": 312096, + "TP": 28416, + "n_pred": 28480, + "n_ref": 38304 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0009.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0009.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 17, + "FP": 3893, + "IoU": 0.0, + "TN": 171322, + "TP": 0, + "n_pred": 3893, + "n_ref": 17 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9312870596442274, + "FN": 2888, + "FP": 658, + "IoU": 0.8714099216710183, + "TN": 147656, + "TP": 24030, + "n_pred": 24688, + "n_ref": 26918 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9421442751253232, + "FN": 1591, + "FP": 2460, + "IoU": 0.8906169839341164, + "TN": 138197, + "TP": 32984, + "n_pred": 35444, + "n_ref": 34575 + }, + "7": { + "Dice": 0.6956731785379994, + "FN": 5837, + "FP": 4242, + "IoU": 0.5333580258345294, + "TN": 153633, + "TP": 11520, + "n_pred": 15762, + "n_ref": 17357 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0017.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0017.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1952, + "IoU": 0.0, + "TN": 173280, + "TP": 0, + "n_pred": 1952, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9223729739573848, + "FN": 1202, + "FP": 2208, + "IoU": 0.8559296970721196, + "TN": 151563, + "TP": 20259, + "n_pred": 22467, + "n_ref": 21461 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9643205052721726, + "FN": 1992, + "FP": 1341, + "IoU": 0.9310993508909745, + "TN": 126858, + "TP": 45041, + "n_pred": 46382, + "n_ref": 47033 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 104, + "IoU": 0.0, + "TN": 175128, + "TP": 0, + "n_pred": 104, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0045.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0045.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 104, + "IoU": 0.0, + "TN": 175128, + "TP": 0, + "n_pred": 104, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 141, + "IoU": 0.0, + "TN": 175091, + "TP": 0, + "n_pred": 141, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 167, + "IoU": 0.0, + "TN": 175065, + "TP": 0, + "n_pred": 167, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2149, + "IoU": 0.0, + "TN": 173083, + "TP": 0, + "n_pred": 2149, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 802, + "IoU": 0.0, + "TN": 174430, + "TP": 0, + "n_pred": 802, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 19299, + "IoU": 0.0, + "TN": 155933, + "TP": 0, + "n_pred": 19299, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0058.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0058.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.34806769386208636, + "FN": 1094, + "FP": 6649, + "IoU": 0.21070336391437308, + "TN": 165422, + "TP": 2067, + "n_pred": 8716, + "n_ref": 3161 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 488, + "FP": 99, + "IoU": 0.0, + "TN": 174645, + "TP": 0, + "n_pred": 99, + "n_ref": 488 + }, + "13": { + "Dice": 0.3362332471196802, + "FN": 4448, + "FP": 1198, + "IoU": 0.20209157716223855, + "TN": 168156, + "TP": 1430, + "n_pred": 2628, + "n_ref": 5878 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.8880712625871418, + "FN": 146, + "FP": 432, + "IoU": 0.7986764193660746, + "TN": 172361, + "TP": 2293, + "n_pred": 2725, + "n_ref": 2439 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.06299212598425197, + "FN": 234, + "FP": 4, + "IoU": 0.032520325203252036, + "TN": 174986, + "TP": 8, + "n_pred": 12, + "n_ref": 242 + }, + "8": { + "Dice": 0.8170396075146583, + "FN": 4592, + "FP": 1524, + "IoU": 0.6906736799514465, + "TN": 155460, + "TP": 13656, + "n_pred": 15180, + "n_ref": 18248 + }, + "9": { + "Dice": 0.14653345443536178, + "FN": 2467, + "FP": 352, + "IoU": 0.07905913100294022, + "TN": 172171, + "TP": 242, + "n_pred": 594, + "n_ref": 2709 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0076.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0076.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0077.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0077.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 12, + "IoU": 0.0, + "TN": 350452, + "TP": 0, + "n_pred": 12, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.768102658111824, + "FN": 312, + "FP": 700, + "IoU": 0.6235119047619048, + "TN": 347776, + "TP": 1676, + "n_pred": 2376, + "n_ref": 1988 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.3870967741935484, + "FN": 0, + "FP": 38, + "IoU": 0.24, + "TN": 350414, + "TP": 12, + "n_pred": 50, + "n_ref": 12 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8234586575786845, + "FN": 8150, + "FP": 1537, + "IoU": 0.6998977663496391, + "TN": 318185, + "TP": 22592, + "n_pred": 24129, + "n_ref": 30742 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.6667514843087362, + "FN": 213, + "FP": 7645, + "IoU": 0.5000954259176792, + "TN": 334745, + "TP": 7861, + "n_pred": 15506, + "n_ref": 8074 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0086.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0086.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0159.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0159.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6771691711100339, + "FN": 18936, + "FP": 1044, + "IoU": 0.5119091242213265, + "TN": 309529, + "TP": 20955, + "n_pred": 21999, + "n_ref": 39891 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.3414485232389529, + "FN": 17037, + "FP": 221, + "IoU": 0.20587152586048224, + "TN": 328732, + "TP": 4474, + "n_pred": 4695, + "n_ref": 21511 + }, + "14": { + "Dice": 0.7023700725035034, + "FN": 1446, + "FP": 3439, + "IoU": 0.5412714808902245, + "TN": 339815, + "TP": 5764, + "n_pred": 9203, + "n_ref": 7210 + }, + "15": { + "Dice": 0.9077265591044962, + "FN": 8577, + "FP": 1826, + "IoU": 0.8310433313843955, + "TN": 288892, + "TP": 51169, + "n_pred": 52995, + "n_ref": 59746 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1801, + "IoU": 0.0, + "TN": 348663, + "TP": 0, + "n_pred": 1801, + "n_ref": 0 + }, + "4": { + "Dice": 0.6365280289330922, + "FN": 664, + "FP": 3758, + "IoU": 0.46684350132625996, + "TN": 342170, + "TP": 3872, + "n_pred": 7630, + "n_ref": 4536 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9005710446758481, + "FN": 2237, + "FP": 5459, + "IoU": 0.8191261839291171, + "TN": 307915, + "TP": 34853, + "n_pred": 40312, + "n_ref": 37090 + }, + "7": { + "Dice": 0.7628009043755819, + "FN": 5340, + "FP": 1794, + "IoU": 0.61655468959957, + "TN": 331859, + "TP": 11471, + "n_pred": 13265, + "n_ref": 16811 + }, + "8": { + "Dice": 0.7681159420289855, + "FN": 32, + "FP": 0, + "IoU": 0.6235294117647059, + "TN": 350379, + "TP": 53, + "n_pred": 53, + "n_ref": 85 + }, + "9": { + "Dice": 0.7034107583837371, + "FN": 836, + "FP": 7451, + "IoU": 0.5425085569173015, + "TN": 332350, + "TP": 9827, + "n_pred": 17278, + "n_ref": 10663 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0161.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0161.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8114285714285714, + "FN": 635, + "FP": 850, + "IoU": 0.6826923076923077, + "TN": 345784, + "TP": 3195, + "n_pred": 4045, + "n_ref": 3830 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.06752037252619325, + "FN": 1783, + "FP": 620, + "IoU": 0.03493975903614458, + "TN": 347974, + "TP": 87, + "n_pred": 707, + "n_ref": 1870 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.7291515591007977, + "FN": 1403, + "FP": 91, + "IoU": 0.5737517831669044, + "TN": 346959, + "TP": 2011, + "n_pred": 2102, + "n_ref": 3414 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9832973508611302, + "FN": 2581, + "FP": 1852, + "IoU": 0.9671434924399644, + "TN": 215544, + "TP": 130487, + "n_pred": 132339, + "n_ref": 133068 + }, + "7": { + "Dice": 0.6239289114566804, + "FN": 2366, + "FP": 4, + "IoU": 0.4534132841328413, + "TN": 346128, + "TP": 1966, + "n_pred": 1970, + "n_ref": 4332 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0249.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0249.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 39, + "IoU": 0.0, + "TN": 175193, + "TP": 0, + "n_pred": 39, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 34232, + "FP": 0, + "IoU": 0.0, + "TN": 141000, + "TP": 0, + "n_pred": 0, + "n_ref": 34232 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 34815, + "IoU": 0.0, + "TN": 140417, + "TP": 0, + "n_pred": 34815, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9488044594396362, + "FN": 346, + "FP": 3, + "IoU": 0.9025955902874686, + "TN": 171649, + "TP": 3234, + "n_pred": 3237, + "n_ref": 3580 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0302.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0302.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 632, + "IoU": 0.0, + "TN": 174600, + "TP": 0, + "n_pred": 632, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 175231, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.2649285113540791, + "FN": 11795, + "FP": 441, + "IoU": 0.1526902569074164, + "TN": 160791, + "TP": 2205, + "n_pred": 2646, + "n_ref": 14000 + }, + "6": { + "Dice": 0.3371721524630359, + "FN": 3136, + "FP": 14706, + "IoU": 0.20277033065236819, + "TN": 152852, + "TP": 4538, + "n_pred": 19244, + "n_ref": 7674 + }, + "7": { + "Dice": 0.0, + "FN": 82, + "FP": 0, + "IoU": 0.0, + "TN": 175150, + "TP": 0, + "n_pred": 0, + "n_ref": 82 + }, + "8": { + "Dice": 0.9653933105327227, + "FN": 320, + "FP": 874, + "IoU": 0.9331017480950247, + "TN": 157384, + "TP": 16654, + "n_pred": 17528, + "n_ref": 16974 + }, + "9": { + "Dice": 0.7666519141402965, + "FN": 2142, + "FP": 2076, + "IoU": 0.6216022248138513, + "TN": 164085, + "TP": 6929, + "n_pred": 9005, + "n_ref": 9071 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0307.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0307.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9662886972484082, + "FN": 1425, + "FP": 338, + "IoU": 0.9347761746207918, + "TN": 323434, + "TP": 25267, + "n_pred": 25605, + "n_ref": 26692 + }, + "10": { + "Dice": 0.8639564722452681, + "FN": 3460, + "FP": 3591, + "IoU": 0.7604959239130434, + "TN": 321024, + "TP": 22389, + "n_pred": 25980, + "n_ref": 25849 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7212194143602085, + "FN": 1545, + "FP": 540, + "IoU": 0.5639899623588457, + "TN": 345682, + "TP": 2697, + "n_pred": 3237, + "n_ref": 4242 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 867, + "IoU": 0.0, + "TN": 349597, + "TP": 0, + "n_pred": 867, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 4389, + "IoU": 0.0, + "TN": 346075, + "TP": 0, + "n_pred": 4389, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9072258469697498, + "FN": 2421, + "FP": 238, + "IoU": 0.8302043422733077, + "TN": 334804, + "TP": 13001, + "n_pred": 13239, + "n_ref": 15422 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 4197, + "IoU": 0.0, + "TN": 346267, + "TP": 0, + "n_pred": 4197, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.42906047926968427, + "FN": 27, + "FP": 1474, + "IoU": 0.2731234866828087, + "TN": 348399, + "TP": 564, + "n_pred": 2038, + "n_ref": 591 + }, + "7": { + "Dice": 0.5324751930160312, + "FN": 35202, + "FP": 465, + "IoU": 0.36283897245346386, + "TN": 294486, + "TP": 20311, + "n_pred": 20776, + "n_ref": 55513 + }, + "8": { + "Dice": 0.9585592011412268, + "FN": 556, + "FP": 606, + "IoU": 0.9204164098349428, + "TN": 335863, + "TP": 13439, + "n_pred": 14045, + "n_ref": 13995 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0332.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0332.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 25, + "IoU": 0.0, + "TN": 175207, + "TP": 0, + "n_pred": 25, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.6979170752755658, + "FN": 5133, + "FP": 2568, + "IoU": 0.536000482014822, + "TN": 158635, + "TP": 8896, + "n_pred": 11464, + "n_ref": 14029 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 10428, + "IoU": 0.0, + "TN": 164804, + "TP": 0, + "n_pred": 10428, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 3912, + "IoU": 0.0, + "TN": 171320, + "TP": 0, + "n_pred": 3912, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0349.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0349.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.7642587257568006, + "FN": 16643, + "FP": 9624, + "IoU": 0.6184617619289708, + "TN": 106387, + "TP": 42578, + "n_pred": 52202, + "n_ref": 59221 + }, + "15": { + "Dice": 0.15974215197138947, + "FN": 11276, + "FP": 7755, + "IoU": 0.0868042226487524, + "TN": 154392, + "TP": 1809, + "n_pred": 9564, + "n_ref": 13085 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 77, + "IoU": 0.0, + "TN": 175155, + "TP": 0, + "n_pred": 77, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0351.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0351.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.20542082738944364, + "FN": 6, + "FP": 551, + "IoU": 0.11446740858505565, + "TN": 174603, + "TP": 72, + "n_pred": 623, + "n_ref": 78 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8909147095179234, + "FN": 1394, + "FP": 2136, + "IoU": 0.8032878239063806, + "TN": 157287, + "TP": 14415, + "n_pred": 16551, + "n_ref": 15809 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9851516000480272, + "FN": 1889, + "FP": 708, + "IoU": 0.9707376984529403, + "TN": 86483, + "TP": 86152, + "n_pred": 86860, + "n_ref": 88041 + }, + "7": { + "Dice": 0.7910335771900207, + "FN": 2218, + "FP": 10, + "IoU": 0.6543056633048875, + "TN": 168787, + "TP": 4217, + "n_pred": 4227, + "n_ref": 6435 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0391.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0391.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0400.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0400.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 4379, + "IoU": 0.0, + "TN": 346085, + "TP": 0, + "n_pred": 4379, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9834522235620577, + "FN": 1412, + "FP": 866, + "IoU": 0.9674431899385451, + "TN": 280494, + "TP": 67692, + "n_pred": 68558, + "n_ref": 69104 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0404.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2651728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0404.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": 0.43457685765258625, + "FN": 1030.667290448343, + "FP": 764.9338401559455, + "IoU": 0.36040050382613503, + "TN": 226220.05021442496, + "TP": 3065.1439766081867, + "n_pred": 3830.077816764133, + "n_ref": 4095.81126705653 + }, + "mean": { + "1": { + "Dice": 0.3147789726884538, + "FN": 1132.7064327485382, + "FP": 579.3374269005848, + "IoU": 0.2781729735318565, + "TN": 226903.69298245612, + "TP": 2465.058479532164, + "n_pred": 3044.3959064327487, + "n_ref": 3597.7649122807015 + }, + "10": { + "Dice": 0.39546577608702593, + "FN": 1512.9444444444446, + "FP": 1132.6169590643276, + "IoU": 0.3068491861240033, + "TN": 226404.8304093567, + "TP": 2030.40350877193, + "n_pred": 3163.020467836258, + "n_ref": 3543.347953216374 + }, + "11": { + "Dice": 0.4886978215428857, + "FN": 143.5573099415205, + "FP": 107.85029239766081, + "IoU": 0.37138494274846756, + "TN": 230618.85263157898, + "TP": 210.53508771929825, + "n_pred": 318.385380116959, + "n_ref": 354.0923976608187 + }, + "12": { + "Dice": 0.23749724680122938, + "FN": 176.3766081871345, + "FP": 47.41520467836257, + "IoU": 0.172478128260627, + "TN": 230772.4812865497, + "TP": 84.52222222222221, + "n_pred": 131.9374269005848, + "n_ref": 260.8988304093567 + }, + "13": { + "Dice": 0.2322807101137975, + "FN": 1559.6538011695907, + "FP": 1003.0040935672514, + "IoU": 0.15833624966772678, + "TN": 227776.06315789474, + "TP": 742.074269005848, + "n_pred": 1745.0783625730994, + "n_ref": 2301.728070175438 + }, + "14": { + "Dice": 0.624542813120617, + "FN": 1022.448538011696, + "FP": 867.3994152046783, + "IoU": 0.5320566797541397, + "TN": 225572.95555555556, + "TP": 3617.9918128654963, + "n_pred": 4485.391228070175, + "n_ref": 4640.440350877193 + }, + "15": { + "Dice": 0.3877801707865961, + "FN": 1131.256725146199, + "FP": 763.5900584795321, + "IoU": 0.30548933558598457, + "TN": 228021.92807017546, + "TP": 1164.0204678362572, + "n_pred": 1927.6105263157892, + "n_ref": 2295.277192982456 + }, + "2": { + "Dice": 0.27547623740948474, + "FN": 1377.8175438596493, + "FP": 922.2368421052631, + "IoU": 0.23606678240904203, + "TN": 227083.6713450292, + "TP": 1697.069590643275, + "n_pred": 2619.306432748538, + "n_ref": 3074.8871345029243 + }, + "3": { + "Dice": 0.41256160598598246, + "FN": 1326.19649122807, + "FP": 1579.4426900584797, + "IoU": 0.3728060484471224, + "TN": 224103.63625730993, + "TP": 4071.5198830409363, + "n_pred": 5650.962573099415, + "n_ref": 5397.716374269005 + }, + "4": { + "Dice": 0.44886111174010646, + "FN": 367.63976608187136, + "FP": 366.6561403508772, + "IoU": 0.38280599682343486, + "TN": 228596.8725146199, + "TP": 1749.6269005847953, + "n_pred": 2116.2830409356725, + "n_ref": 2117.2666666666664 + }, + "5": { + "Dice": 0.24936583438245355, + "FN": 472.55906432748543, + "FP": 73.83040935672514, + "IoU": 0.1693961739078353, + "TN": 230360.85146198832, + "TP": 173.55438596491229, + "n_pred": 247.38479532163743, + "n_ref": 646.1134502923976 + }, + "6": { + "Dice": 0.6733187968290025, + "FN": 1316.0426900584796, + "FP": 2480.797076023392, + "IoU": 0.6186598467516873, + "TN": 207238.281871345, + "TP": 20045.673684210527, + "n_pred": 22526.47076023392, + "n_ref": 21361.716374269006 + }, + "7": { + "Dice": 0.3985297840714364, + "FN": 2488.8245614035086, + "FP": 740.6485380116959, + "IoU": 0.31598384846714317, + "TN": 225233.5567251462, + "TP": 2617.7654970760236, + "n_pred": 3358.414035087719, + "n_ref": 5106.590058479533 + }, + "8": { + "Dice": 0.7396213032122599, + "FN": 664.070760233918, + "FP": 203.42982456140354, + "IoU": 0.6636975160384205, + "TN": 227154.22631578948, + "TP": 3059.068421052632, + "n_pred": 3262.498245614035, + "n_ref": 3723.13918128655 + }, + "9": { + "Dice": 0.6398746800174617, + "FN": 767.9146198830409, + "FP": 605.7526315789474, + "IoU": 0.521823848874534, + "TN": 227458.85263157892, + "TP": 2248.275438596491, + "n_pred": 2854.0280701754386, + "n_ref": 3016.190058479532 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/loop_003/summary.json b/nnActive_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/loop_003/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8c7b434e789c3a1f690b63c7d79d7e950cd4eac8 --- /dev/null +++ b/nnActive_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/loop_003/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.650790254496788, + "FN": 47626.345333333345, + "FP": 31601.765333333333, + "IoU": 0.5248632326364047, + "TN": 96238768.54399997, + "TP": 138964.18533333333, + "n_pred": 170565.95066666664, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.7817460870621784, + "FN": 46703.78, + "FP": 35147.56, + "IoU": 0.6744490166766189, + "TN": 96227525.14, + "TP": 147584.36, + "n_pred": 182731.92, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.6080136821851923, + "FN": 28281.26, + "FP": 25477.54, + "IoU": 0.4614778941971816, + "TN": 96357260.74, + "TP": 45941.3, + "n_pred": 71418.84, + "n_ref": 74222.56 + }, + "11": { + "Dice": 0.6434339334293516, + "FN": 1428.16, + "FP": 780.44, + "IoU": 0.4996977767992837, + "TN": 96452480.02, + "TP": 2272.22, + "n_pred": 3052.66, + "n_ref": 3700.38 + }, + "12": { + "Dice": 0.4518782123582814, + "FN": 2694.48, + "FP": 387.58, + "IoU": 0.3238745585737793, + "TN": 96452336.6, + "TP": 1542.18, + "n_pred": 1929.76, + "n_ref": 4236.66 + }, + "13": { + "Dice": 0.4271320566639939, + "FN": 38431.06, + "FP": 9125.9, + "IoU": 0.2898418641014863, + "TN": 96389976.8, + "TP": 19427.08, + "n_pred": 28552.98, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.6898229935669921, + "FN": 49115.62, + "FP": 32392.1, + "IoU": 0.5753313451764129, + "TN": 96286210.6, + "TP": 89242.52, + "n_pred": 121634.62, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.584241429696137, + "FN": 28652.42, + "FP": 8833.72, + "IoU": 0.4525371314290863, + "TN": 96394080.08, + "TP": 25394.62, + "n_pred": 34228.34, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.6621150415605908, + "FN": 69554.6, + "FP": 12517.22, + "IoU": 0.5277662163096418, + "TN": 96287601.92, + "TP": 87287.1, + "n_pred": 99804.32, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.7457344295251871, + "FN": 21593.98, + "FP": 73232.98, + "IoU": 0.6118016422360926, + "TN": 96220325.28, + "TP": 141808.6, + "n_pred": 215041.58, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.6070142123315055, + "FN": 7275.76, + "FP": 14531.46, + "IoU": 0.48909699755477176, + "TN": 96415851.88, + "TP": 19301.74, + "n_pred": 33833.2, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.5414744426091846, + "FN": 10723.52, + "FP": 1331.22, + "IoU": 0.4050665980113586, + "TN": 96438477.46, + "TP": 6428.64, + "n_pred": 7759.86, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.8759588384529049, + "FN": 146483.04, + "FP": 192906.84, + "IoU": 0.793524935869131, + "TN": 94904830.38, + "TP": 1212740.58, + "n_pred": 1405647.42, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.5222111524846883, + "FN": 203217.6, + "FP": 47442.02, + "IoU": 0.38122586040665624, + "TN": 96070594.16, + "TP": 135707.06, + "n_pred": 183149.08, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.8330394928801523, + "FN": 40098.54, + "FP": 9425.38, + "IoU": 0.7292763395770783, + "TN": 96315166.28, + "TP": 92270.64, + "n_pred": 101696.02, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.7880378126454778, + "FN": 20141.36, + "FP": 10494.52, + "IoU": 0.6579803126274898, + "TN": 96368810.82, + "TP": 57514.14, + "n_pred": 68008.66, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.8986129510265419, + "FN": 6881, + "FP": 12482, + "IoU": 0.8158920625261477, + "TN": 119488148, + "TP": 85809, + "n_pred": 98291, + "n_ref": 92690 + }, + "10": { + "Dice": 0.6169738425486098, + "FN": 26628, + "FP": 33848, + "IoU": 0.44610424699815904, + "TN": 119484137, + "TP": 48707, + "n_pred": 82555, + "n_ref": 75335 + }, + "11": { + "Dice": 0.7747613365155132, + "FN": 949, + "FP": 561, + "IoU": 0.6323350377404432, + "TN": 119589213, + "TP": 2597, + "n_pred": 3158, + "n_ref": 3546 + }, + "12": { + "Dice": 0.4341317365269461, + "FN": 3015, + "FP": 765, + "IoU": 0.27724665391969405, + "TN": 119588090, + "TP": 1450, + "n_pred": 2215, + "n_ref": 4465 + }, + "13": { + "Dice": 0.33295841106112145, + "FN": 40620, + "FP": 8010, + "IoU": 0.1997301166751691, + "TN": 119532553, + "TP": 12137, + "n_pred": 20147, + "n_ref": 52757 + }, + "14": { + "Dice": 0.4473118406946509, + "FN": 171964, + "FP": 14660, + "IoU": 0.2880886532262679, + "TN": 119331175, + "TP": 75521, + "n_pred": 90181, + "n_ref": 247485 + }, + "15": { + "Dice": 0.06848300133025746, + "FN": 28796, + "FP": 81844, + "IoU": 0.035455551971544895, + "TN": 119478613, + "TP": 4067, + "n_pred": 85911, + "n_ref": 32863 + }, + "2": { + "Dice": 0.8069616374555706, + "FN": 42038, + "FP": 5212, + "IoU": 0.6763920279432916, + "TN": 119447310, + "TP": 98760, + "n_pred": 103972, + "n_ref": 140798 + }, + "3": { + "Dice": 0.8309199384339787, + "FN": 8961, + "FP": 56731, + "IoU": 0.7107468220105764, + "TN": 119366211, + "TP": 161417, + "n_pred": 218148, + "n_ref": 170378 + }, + "4": { + "Dice": 0.8035027416318847, + "FN": 23705, + "FP": 2706, + "IoU": 0.6715458276333789, + "TN": 119512910, + "TP": 53999, + "n_pred": 56705, + "n_ref": 77704 + }, + "5": { + "Dice": 0.005010311275968499, + "FN": 64083, + "FP": 7806, + "IoU": 0.002511447204107118, + "TN": 119521250, + "TP": 181, + "n_pred": 7987, + "n_ref": 64264 + }, + "6": { + "Dice": 0.9074477957398869, + "FN": 176696, + "FP": 28356, + "IoU": 0.830576142907898, + "TN": 118383030, + "TP": 1005238, + "n_pred": 1033594, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 36895, + "IoU": 0.0, + "TN": 119556425, + "TP": 0, + "n_pred": 36895, + "n_ref": 0 + }, + "8": { + "Dice": 0.5927062874097849, + "FN": 159458, + "FP": 15148, + "IoU": 0.421167437974885, + "TN": 119291668, + "TP": 127046, + "n_pred": 142194, + "n_ref": 286504 + }, + "9": { + "Dice": 0.7877021057116588, + "FN": 23845, + "FP": 4556, + "IoU": 0.6497595264520902, + "TN": 119512230, + "TP": 52689, + "n_pred": 57245, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.855740887378988, + "FN": 21056, + "FP": 35420, + "IoU": 0.7478558640611118, + "TN": 72601677, + "TP": 167507, + "n_pred": 202927, + "n_ref": 188563 + }, + "10": { + "Dice": 0.6648494062648601, + "FN": 18817, + "FP": 31224, + "IoU": 0.497958364685227, + "TN": 72725985, + "TP": 49634, + "n_pred": 80858, + "n_ref": 68451 + }, + "11": { + "Dice": 0.6466422466422467, + "FN": 923, + "FP": 524, + "IoU": 0.4778058462648863, + "TN": 72822889, + "TP": 1324, + "n_pred": 1848, + "n_ref": 2247 + }, + "12": { + "Dice": 0.66830839174086, + "FN": 1110, + "FP": 641, + "IoU": 0.5018492176386913, + "TN": 72822145, + "TP": 1764, + "n_pred": 2405, + "n_ref": 2874 + }, + "13": { + "Dice": 0.5795462627124671, + "FN": 25736, + "FP": 9736, + "IoU": 0.40800080108146, + "TN": 72765741, + "TP": 24447, + "n_pred": 34183, + "n_ref": 50183 + }, + "14": { + "Dice": 0.8031648341647375, + "FN": 6287, + "FP": 28318, + "IoU": 0.6710738931239663, + "TN": 72720454, + "TP": 70601, + "n_pred": 98919, + "n_ref": 76888 + }, + "15": { + "Dice": 0.6444573389172007, + "FN": 16936, + "FP": 11250, + "IoU": 0.47542387076361875, + "TN": 72771929, + "TP": 25545, + "n_pred": 36795, + "n_ref": 42481 + }, + "2": { + "Dice": 0.7961010388905871, + "FN": 43389, + "FP": 3970, + "IoU": 0.6612689807099483, + "TN": 72685847, + "TP": 92454, + "n_pred": 96424, + "n_ref": 135843 + }, + "3": { + "Dice": 0.8336498239591288, + "FN": 3786, + "FP": 45446, + "IoU": 0.7147508879270886, + "TN": 72653067, + "TP": 123361, + "n_pred": 168807, + "n_ref": 127147 + }, + "4": { + "Dice": 0.8238198087010182, + "FN": 4315, + "FP": 5392, + "IoU": 0.7004197271773347, + "TN": 72793258, + "TP": 22695, + "n_pred": 28087, + "n_ref": 27010 + }, + "5": { + "Dice": 0.46057173201168244, + "FN": 6037, + "FP": 58, + "IoU": 0.2991836265378866, + "TN": 72816963, + "TP": 2602, + "n_pred": 2660, + "n_ref": 8639 + }, + "6": { + "Dice": 0.9190256632153884, + "FN": 109714, + "FP": 83786, + "IoU": 0.8501826842152941, + "TN": 71534087, + "TP": 1098073, + "n_pred": 1181859, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.6234942407456256, + "FN": 118334, + "FP": 27254, + "IoU": 0.4529543276908336, + "TN": 72559525, + "TP": 120547, + "n_pred": 147801, + "n_ref": 238881 + }, + "8": { + "Dice": 0.9121103200387087, + "FN": 5412, + "FP": 4760, + "IoU": 0.8384217047367919, + "TN": 72762706, + "TP": 52782, + "n_pred": 57542, + "n_ref": 58194 + }, + "9": { + "Dice": 0.8393425378040763, + "FN": 14153, + "FP": 10283, + "IoU": 0.7231612815516382, + "TN": 72737392, + "TP": 63832, + "n_pred": 74115, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8880790196387531, + "FN": 45966, + "FP": 7992, + "IoU": 0.7986889674032676, + "TN": 71541455, + "TP": 214075, + "n_pred": 222067, + "n_ref": 260041 + }, + "10": { + "Dice": 0.7802365465579149, + "FN": 25704, + "FP": 12610, + "IoU": 0.6396621774132872, + "TN": 71703160, + "TP": 68014, + "n_pred": 80624, + "n_ref": 93718 + }, + "11": { + "Dice": 0.5970749542961609, + "FN": 1736, + "FP": 468, + "IoU": 0.4255929111284858, + "TN": 71805651, + "TP": 1633, + "n_pred": 2101, + "n_ref": 3369 + }, + "12": { + "Dice": 0.2113028257064266, + "FN": 5664, + "FP": 644, + "IoU": 0.11813225220187334, + "TN": 71802335, + "TP": 845, + "n_pred": 1489, + "n_ref": 6509 + }, + "13": { + "Dice": 0.4914563393394416, + "FN": 42258, + "FP": 2533, + "IoU": 0.32578197910708373, + "TN": 71743054, + "TP": 21643, + "n_pred": 24176, + "n_ref": 63901 + }, + "14": { + "Dice": 0.5872307210302284, + "FN": 304750, + "FP": 904, + "IoU": 0.41565932227692015, + "TN": 71286413, + "TP": 217421, + "n_pred": 218325, + "n_ref": 522171 + }, + "15": { + "Dice": 0.05138410263877429, + "FN": 175899, + "FP": 0, + "IoU": 0.026369538865179922, + "TN": 71628825, + "TP": 4764, + "n_pred": 4764, + "n_ref": 180663 + }, + "2": { + "Dice": 0.42739498099179646, + "FN": 106289, + "FP": 2459, + "IoU": 0.2717751602124112, + "TN": 71660155, + "TP": 40585, + "n_pred": 43044, + "n_ref": 146874 + }, + "3": { + "Dice": 0.7440223900247174, + "FN": 9806, + "FP": 110740, + "IoU": 0.5923850744754594, + "TN": 71513753, + "TP": 175189, + "n_pred": 285929, + "n_ref": 184995 + }, + "4": { + "Dice": 0.6907910365032861, + "FN": 889, + "FP": 10826, + "IoU": 0.5276400145155438, + "TN": 71784687, + "TP": 13086, + "n_pred": 23912, + "n_ref": 13975 + }, + "5": { + "Dice": 0.725793327908869, + "FN": 4099, + "FP": 619, + "IoU": 0.5696040868454662, + "TN": 71798526, + "TP": 6244, + "n_pred": 6863, + "n_ref": 10343 + }, + "6": { + "Dice": 0.9099733371903375, + "FN": 52829, + "FP": 183694, + "IoU": 0.8348175033120584, + "TN": 70377599, + "TP": 1195366, + "n_pred": 1379060, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.7903319181783095, + "FN": 71320, + "FP": 15600, + "IoU": 0.6533460955571508, + "TN": 71558748, + "TP": 163820, + "n_pred": 179420, + "n_ref": 235140 + }, + "8": { + "Dice": 0.9035142199104624, + "FN": 11406, + "FP": 3508, + "IoU": 0.8240090626954438, + "TN": 71724745, + "TP": 69829, + "n_pred": 73337, + "n_ref": 81235 + }, + "9": { + "Dice": 0.8434396125943034, + "FN": 18226, + "FP": 7735, + "IoU": 0.72926552022609, + "TN": 71713597, + "TP": 69930, + "n_pred": 77665, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9002945079946912, + "FN": 36127, + "FP": 3314, + "IoU": 0.8186687386211082, + "TN": 135228002, + "TP": 178067, + "n_pred": 181381, + "n_ref": 214194 + }, + "10": { + "Dice": 0.7239470517448857, + "FN": 29487, + "FP": 12952, + "IoU": 0.5673330818559035, + "TN": 135347423, + "TP": 55648, + "n_pred": 68600, + "n_ref": 85135 + }, + "11": { + "Dice": 0.5920808761583825, + "FN": 1790, + "FP": 631, + "IoU": 0.4205361416945907, + "TN": 135441332, + "TP": 1757, + "n_pred": 2388, + "n_ref": 3547 + }, + "12": { + "Dice": 0.5384117113615753, + "FN": 3430, + "FP": 133, + "IoU": 0.3683744017018259, + "TN": 135439869, + "TP": 2078, + "n_pred": 2211, + "n_ref": 5508 + }, + "13": { + "Dice": 0.4954830383480826, + "FN": 24448, + "FP": 8390, + "IoU": 0.3293303106427302, + "TN": 135396547, + "TP": 16125, + "n_pred": 24515, + "n_ref": 40573 + }, + "14": { + "Dice": 0.8811470601053327, + "FN": 11595, + "FP": 23858, + "IoU": 0.7875450192661485, + "TN": 135278637, + "TP": 131420, + "n_pred": 155278, + "n_ref": 143015 + }, + "15": { + "Dice": 0.6542603822419012, + "FN": 20712, + "FP": 11615, + "IoU": 0.48617159932606413, + "TN": 135382596, + "TP": 30587, + "n_pred": 42202, + "n_ref": 51299 + }, + "2": { + "Dice": 0.6542304267858738, + "FN": 103361, + "FP": 8872, + "IoU": 0.486138518664353, + "TN": 135227099, + "TP": 106178, + "n_pred": 115050, + "n_ref": 209539 + }, + "3": { + "Dice": 0.7239576799230544, + "FN": 27777, + "FP": 124046, + "IoU": 0.5673461361997771, + "TN": 135094599, + "TP": 199088, + "n_pred": 323134, + "n_ref": 226865 + }, + "4": { + "Dice": 0.7715518220002271, + "FN": 2858, + "FP": 17266, + "IoU": 0.6280703051361192, + "TN": 135391403, + "TP": 33983, + "n_pred": 51249, + "n_ref": 36841 + }, + "5": { + "Dice": 0.43631669535283996, + "FN": 19425, + "FP": 2845, + "IoU": 0.279031370390754, + "TN": 135414621, + "TP": 8619, + "n_pred": 11464, + "n_ref": 28044 + }, + "6": { + "Dice": 0.9081360315931456, + "FN": 225947, + "FP": 64662, + "IoU": 0.831730012043728, + "TN": 133718470, + "TP": 1436431, + "n_pred": 1501093, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.6468191824337504, + "FN": 82908, + "FP": 43838, + "IoU": 0.47799907746038023, + "TN": 135202702, + "TP": 116062, + "n_pred": 159900, + "n_ref": 198970 + }, + "8": { + "Dice": 0.5962220771479663, + "FN": 163596, + "FP": 7110, + "IoU": 0.42472678009968357, + "TN": 135148771, + "TP": 126033, + "n_pred": 133143, + "n_ref": 289629 + }, + "9": { + "Dice": 0.801985594476906, + "FN": 29613, + "FP": 4174, + "IoU": 0.669429007514089, + "TN": 135343302, + "TP": 68421, + "n_pred": 72595, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8311974342297083, + "FN": 70911, + "FP": 4353, + "IoU": 0.7111529856044703, + "TN": 105493438, + "TP": 185303, + "n_pred": 189656, + "n_ref": 256214 + }, + "10": { + "Dice": 0.2782608695652174, + "FN": 40853, + "FP": 60988, + "IoU": 0.16161616161616163, + "TN": 105632532, + "TP": 19632, + "n_pred": 80620, + "n_ref": 60485 + }, + "11": { + "Dice": 0.7250755287009063, + "FN": 669, + "FP": 696, + "IoU": 0.5687203791469194, + "TN": 105750840, + "TP": 1800, + "n_pred": 2496, + "n_ref": 2469 + }, + "12": { + "Dice": 0.29760795278036656, + "FN": 3446, + "FP": 1076, + "IoU": 0.17481751824817518, + "TN": 105748525, + "TP": 958, + "n_pred": 2034, + "n_ref": 4404 + }, + "13": { + "Dice": 0.2196585769174651, + "FN": 69611, + "FP": 10612, + "IoU": 0.1233800292851367, + "TN": 105662491, + "TP": 11291, + "n_pred": 21903, + "n_ref": 80902 + }, + "14": { + "Dice": 0.9042859545401623, + "FN": 22150, + "FP": 14843, + "IoU": 0.8252937509445368, + "TN": 105542261, + "TP": 174751, + "n_pred": 189594, + "n_ref": 196901 + }, + "15": { + "Dice": 0.8388911209321013, + "FN": 4964, + "FP": 3858, + "IoU": 0.7224913494809688, + "TN": 105722215, + "TP": 22968, + "n_pred": 26826, + "n_ref": 27932 + }, + "2": { + "Dice": 0.8826976478993697, + "FN": 27490, + "FP": 5839, + "IoU": 0.7900257671881005, + "TN": 105595276, + "TP": 125400, + "n_pred": 131239, + "n_ref": 152890 + }, + "3": { + "Dice": 0.8588479159240042, + "FN": 8835, + "FP": 44620, + "IoU": 0.7526147723065532, + "TN": 105537925, + "TP": 162625, + "n_pred": 207245, + "n_ref": 171460 + }, + "4": { + "Dice": 0.6319228846176207, + "FN": 13681, + "FP": 17974, + "IoU": 0.46190589515196845, + "TN": 105695177, + "TP": 27173, + "n_pred": 45147, + "n_ref": 40854 + }, + "5": { + "Dice": 0.5305713331105913, + "FN": 7601, + "FP": 829, + "IoU": 0.36107321509777174, + "TN": 105740811, + "TP": 4764, + "n_pred": 5593, + "n_ref": 12365 + }, + "6": { + "Dice": 0.9400371629448561, + "FN": 45462, + "FP": 144771, + "IoU": 0.886858604926685, + "TN": 104072631, + "TP": 1491141, + "n_pred": 1635912, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.659416844043899, + "FN": 93655, + "FP": 86835, + "IoU": 0.4918880571594265, + "TN": 105398788, + "TP": 174727, + "n_pred": 261562, + "n_ref": 268382 + }, + "8": { + "Dice": 0.8921247408394117, + "FN": 5621, + "FP": 14463, + "IoU": 0.8052573910851247, + "TN": 105650874, + "TP": 83047, + "n_pred": 97510, + "n_ref": 88668 + }, + "9": { + "Dice": 0.8176138613196975, + "FN": 13887, + "FP": 13292, + "IoU": 0.6914947956276462, + "TN": 105665906, + "TP": 60920, + "n_pred": 74212, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9314461857314316, + "FN": 23149, + "FP": 10722, + "IoU": 0.8716886068756511, + "TN": 96873905, + "TP": 230104, + "n_pred": 240826, + "n_ref": 253253 + }, + "10": { + "Dice": 0.8126821163312626, + "FN": 14261, + "FP": 31060, + "IoU": 0.684468858348302, + "TN": 96994246, + "TP": 98313, + "n_pred": 129373, + "n_ref": 112574 + }, + "11": { + "Dice": 0.7059814658803707, + "FN": 1047, + "FP": 1047, + "IoU": 0.5455729166666666, + "TN": 97133272, + "TP": 2514, + "n_pred": 3561, + "n_ref": 3561 + }, + "12": { + "Dice": 0.760955251565036, + "FN": 1236, + "FP": 826, + "IoU": 0.6141467065868264, + "TN": 97132536, + "TP": 3282, + "n_pred": 4108, + "n_ref": 4518 + }, + "13": { + "Dice": 0.6601097537804701, + "FN": 20366, + "FP": 10045, + "IoU": 0.4926595709185546, + "TN": 97077938, + "TP": 29531, + "n_pred": 39576, + "n_ref": 49897 + }, + "14": { + "Dice": 0.891364593725751, + "FN": 47358, + "FP": 5562, + "IoU": 0.804019598040196, + "TN": 96867853, + "TP": 217107, + "n_pred": 222669, + "n_ref": 264465 + }, + "15": { + "Dice": 0.6205636201275102, + "FN": 7431, + "FP": 10840, + "IoU": 0.4498675177646634, + "TN": 97104668, + "TP": 14941, + "n_pred": 25781, + "n_ref": 22372 + }, + "2": { + "Dice": 0.6484581877543983, + "FN": 17643, + "FP": 112856, + "IoU": 0.4797914366237608, + "TN": 96887021, + "TP": 120360, + "n_pred": 233216, + "n_ref": 138003 + }, + "3": { + "Dice": 0.3311568632898966, + "FN": 122707, + "FP": 21727, + "IoU": 0.1984349852933015, + "TN": 96957690, + "TP": 35756, + "n_pred": 57483, + "n_ref": 158463 + }, + "4": { + "Dice": 0.8189435108765446, + "FN": 1350, + "FP": 10211, + "IoU": 0.6933991036147135, + "TN": 97100173, + "TP": 26146, + "n_pred": 36357, + "n_ref": 27496 + }, + "5": { + "Dice": 0.6649373881932021, + "FN": 7199, + "FP": 293, + "IoU": 0.49805708160257267, + "TN": 97122954, + "TP": 7434, + "n_pred": 7727, + "n_ref": 14633 + }, + "6": { + "Dice": 0.9199145266194216, + "FN": 44811, + "FP": 208619, + "IoU": 0.8517053041553879, + "TN": 95428918, + "TP": 1455532, + "n_pred": 1664151, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.8268502358991366, + "FN": 49815, + "FP": 35806, + "IoU": 0.704812174200844, + "TN": 96847824, + "TP": 204435, + "n_pred": 240241, + "n_ref": 254250 + }, + "8": { + "Dice": 0.9272282621475658, + "FN": 9763, + "FP": 8805, + "IoU": 0.8643295021956584, + "TN": 97001019, + "TP": 118293, + "n_pred": 127098, + "n_ref": 128056 + }, + "9": { + "Dice": 0.7974489556913317, + "FN": 8999, + "FP": 21268, + "IoU": 0.6631310658000178, + "TN": 97048032, + "TP": 59581, + "n_pred": 80849, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8892912292784237, + "FN": 8228, + "FP": 32924, + "IoU": 0.8006520275343574, + "TN": 130560359, + "TP": 165281, + "n_pred": 198205, + "n_ref": 173509 + }, + "10": { + "Dice": 0.622263132310811, + "FN": 17082, + "FP": 55964, + "IoU": 0.4516560069663394, + "TN": 130633580, + "TP": 60166, + "n_pred": 116130, + "n_ref": 77248 + }, + "11": { + "Dice": 0.7371891743371343, + "FN": 1366, + "FP": 547, + "IoU": 0.5837684943429069, + "TN": 130762196, + "TP": 2683, + "n_pred": 3230, + "n_ref": 4049 + }, + "12": { + "Dice": 0.7264, + "FN": 1285, + "FP": 254, + "IoU": 0.5703517587939698, + "TN": 130763210, + "TP": 2043, + "n_pred": 2297, + "n_ref": 3328 + }, + "13": { + "Dice": 0.4913191505370276, + "FN": 35247, + "FP": 18839, + "IoU": 0.3256614218387652, + "TN": 130686586, + "TP": 26120, + "n_pred": 44959, + "n_ref": 61367 + }, + "14": { + "Dice": 0.945585893990976, + "FN": 9163, + "FP": 8131, + "IoU": 0.8967879778942217, + "TN": 130599234, + "TP": 150264, + "n_pred": 158395, + "n_ref": 159427 + }, + "15": { + "Dice": 0.7648955608899717, + "FN": 7441, + "FP": 5683, + "IoU": 0.6192962608418182, + "TN": 130732319, + "TP": 21349, + "n_pred": 27032, + "n_ref": 28790 + }, + "2": { + "Dice": 0.8167985179426298, + "FN": 49713, + "FP": 2600, + "IoU": 0.6903291876564988, + "TN": 130597861, + "TP": 116618, + "n_pred": 119218, + "n_ref": 166331 + }, + "3": { + "Dice": 0.8592491966033167, + "FN": 6024, + "FP": 46403, + "IoU": 0.7532312877140463, + "TN": 130554338, + "TP": 160027, + "n_pred": 206430, + "n_ref": 166051 + }, + "4": { + "Dice": 0.6853989336825367, + "FN": 11617, + "FP": 5200, + "IoU": 0.5213740892531876, + "TN": 130731656, + "TP": 18319, + "n_pred": 23519, + "n_ref": 29936 + }, + "5": { + "Dice": 0.4807978811455057, + "FN": 19691, + "FP": 5401, + "IoU": 0.31648052301825114, + "TN": 130730082, + "TP": 11618, + "n_pred": 17019, + "n_ref": 31309 + }, + "6": { + "Dice": 0.915571251781427, + "FN": 170753, + "FP": 44356, + "IoU": 0.8442889892816529, + "TN": 129385329, + "TP": 1166354, + "n_pred": 1210710, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.7279017328542158, + "FN": 162769, + "FP": 48647, + "IoU": 0.5722055847834885, + "TN": 130272592, + "TP": 282784, + "n_pred": 331431, + "n_ref": 445553 + }, + "8": { + "Dice": 0.808997955010225, + "FN": 63077, + "FP": 15846, + "IoU": 0.6792582417582418, + "TN": 130520728, + "TP": 167141, + "n_pred": 182987, + "n_ref": 230218 + }, + "9": { + "Dice": 0.724816254860153, + "FN": 29792, + "FP": 25059, + "IoU": 0.5684014226362836, + "TN": 130639704, + "TP": 72237, + "n_pred": 97296, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5800095577693637, + "FN": 66731, + "FP": 127494, + "IoU": 0.4084601843222533, + "TN": 71907670, + "TP": 134113, + "n_pred": 261607, + "n_ref": 200844 + }, + "10": { + "Dice": 0.28191794831451833, + "FN": 44745, + "FP": 46534, + "IoU": 0.16408875701713416, + "TN": 72126811, + "TP": 17918, + "n_pred": 64452, + "n_ref": 62663 + }, + "11": { + "Dice": 0.17379497623896809, + "FN": 2431, + "FP": 3, + "IoU": 0.09516728624535316, + "TN": 72233318, + "TP": 256, + "n_pred": 259, + "n_ref": 2687 + }, + "12": { + "Dice": 0.5943135662063364, + "FN": 2242, + "FP": 255, + "IoU": 0.422792417938049, + "TN": 72231682, + "TP": 1829, + "n_pred": 2084, + "n_ref": 4071 + }, + "13": { + "Dice": 0.3745011018920044, + "FN": 52000, + "FP": 9591, + "IoU": 0.23039148308738083, + "TN": 72155979, + "TP": 18438, + "n_pred": 28029, + "n_ref": 70438 + }, + "14": { + "Dice": 0.4413344725651375, + "FN": 28907, + "FP": 84863, + "IoU": 0.2831489275902916, + "TN": 72077300, + "TP": 44938, + "n_pred": 129801, + "n_ref": 73845 + }, + "15": { + "Dice": 0.674178792853386, + "FN": 7166, + "FP": 13277, + "IoU": 0.5084990262784603, + "TN": 72194415, + "TP": 21150, + "n_pred": 34427, + "n_ref": 28316 + }, + "2": { + "Dice": 0.3957423515832312, + "FN": 94038, + "FP": 7522, + "IoU": 0.24668254003575216, + "TN": 72101191, + "TP": 33257, + "n_pred": 40779, + "n_ref": 127295 + }, + "3": { + "Dice": 0.69484504208609, + "FN": 13175, + "FP": 123030, + "IoU": 0.5323850918029636, + "TN": 71944732, + "TP": 155071, + "n_pred": 278101, + "n_ref": 168246 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 60477, + "IoU": 0.0, + "TN": 72175531, + "TP": 0, + "n_pred": 60477, + "n_ref": 0 + }, + "5": { + "Dice": 0.826531188258538, + "FN": 906, + "FP": 2167, + "IoU": 0.7043486626900135, + "TN": 72225614, + "TP": 7321, + "n_pred": 9488, + "n_ref": 8227 + }, + "6": { + "Dice": 0.7230675405902337, + "FN": 314908, + "FP": 601901, + "IoU": 0.5662535518319078, + "TN": 70122310, + "TP": 1196889, + "n_pred": 1798790, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.2308319591904612, + "FN": 281657, + "FP": 102234, + "IoU": 0.13047486381499224, + "TN": 71794513, + "TP": 57604, + "n_pred": 159838, + "n_ref": 339261 + }, + "8": { + "Dice": 0.912112829017369, + "FN": 5429, + "FP": 6548, + "IoU": 0.8384259446625386, + "TN": 72161881, + "TP": 62150, + "n_pred": 68698, + "n_ref": 67579 + }, + "9": { + "Dice": 0.502230232034242, + "FN": 27326, + "FP": 16866, + "IoU": 0.3353187137141654, + "TN": 72169522, + "TP": 22294, + "n_pred": 39160, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7833310938312428, + "FN": 21951, + "FP": 15136, + "IoU": 0.6438325906576521, + "TN": 52448992, + "TP": 67041, + "n_pred": 82177, + "n_ref": 88992 + }, + "10": { + "Dice": 0.1943100239298059, + "FN": 41703, + "FP": 3750, + "IoU": 0.10760984803863824, + "TN": 52502186, + "TP": 5481, + "n_pred": 9231, + "n_ref": 47184 + }, + "11": { + "Dice": 0.0, + "FN": 2042, + "FP": 183, + "IoU": 0.0, + "TN": 52550895, + "TP": 0, + "n_pred": 183, + "n_ref": 2042 + }, + "12": { + "Dice": 0.0, + "FN": 4066, + "FP": 0, + "IoU": 0.0, + "TN": 52549054, + "TP": 0, + "n_pred": 0, + "n_ref": 4066 + }, + "13": { + "Dice": 0.21390834735647477, + "FN": 18882, + "FP": 1205, + "IoU": 0.11976336546888694, + "TN": 52530300, + "TP": 2733, + "n_pred": 3938, + "n_ref": 21615 + }, + "14": { + "Dice": 0.41409558378705386, + "FN": 39409, + "FP": 7079, + "IoU": 0.26111005149723443, + "TN": 52490204, + "TP": 16428, + "n_pred": 23507, + "n_ref": 55837 + }, + "15": { + "Dice": 0.05782321597022155, + "FN": 24135, + "FP": 12820, + "IoU": 0.02977237522644333, + "TN": 52515031, + "TP": 1134, + "n_pred": 13954, + "n_ref": 25269 + }, + "2": { + "Dice": 0.42779382487312567, + "FN": 97902, + "FP": 1544, + "IoU": 0.27209778948909386, + "TN": 52416500, + "TP": 37174, + "n_pred": 38718, + "n_ref": 135076 + }, + "3": { + "Dice": 0.7285253524497681, + "FN": 15247, + "FP": 80033, + "IoU": 0.5729767037458655, + "TN": 52329994, + "TP": 127846, + "n_pred": 207879, + "n_ref": 143093 + }, + "4": { + "Dice": 0.0, + "FN": 1880, + "FP": 5542, + "IoU": 0.0, + "TN": 52545698, + "TP": 0, + "n_pred": 5542, + "n_ref": 1880 + }, + "5": { + "Dice": 0.6397854434477018, + "FN": 2823, + "FP": 1072, + "IoU": 0.47035626869730757, + "TN": 52545766, + "TP": 3459, + "n_pred": 4531, + "n_ref": 6282 + }, + "6": { + "Dice": 0.8577008320075252, + "FN": 119967, + "FP": 96661, + "IoU": 0.750854816356809, + "TN": 51683635, + "TP": 652857, + "n_pred": 749518, + "n_ref": 772824 + }, + "7": { + "Dice": 0.29930452061599605, + "FN": 156914, + "FP": 12346, + "IoU": 0.17598948444574267, + "TN": 52347710, + "TP": 36150, + "n_pred": 48496, + "n_ref": 193064 + }, + "8": { + "Dice": 0.6541377720669733, + "FN": 26187, + "FP": 9074, + "IoU": 0.4860362067457657, + "TN": 52484514, + "TP": 33345, + "n_pred": 42419, + "n_ref": 59532 + }, + "9": { + "Dice": 0.7006582271658504, + "FN": 26091, + "FP": 18340, + "IoU": 0.5392409001348129, + "TN": 52456690, + "TP": 51999, + "n_pred": 70339, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.931079476785848, + "FN": 31557, + "FP": 7107, + "IoU": 0.8710464965030067, + "TN": 143837421, + "TP": 261165, + "n_pred": 268272, + "n_ref": 292722 + }, + "10": { + "Dice": 0.47787042099507926, + "FN": 63318, + "FP": 13080, + "IoU": 0.3139485807164217, + "TN": 144025891, + "TP": 34961, + "n_pred": 48041, + "n_ref": 98279 + }, + "11": { + "Dice": 0.6495997021038913, + "FN": 3130, + "FP": 634, + "IoU": 0.4810423273128361, + "TN": 144129997, + "TP": 3489, + "n_pred": 4123, + "n_ref": 6619 + }, + "12": { + "Dice": 0.6398667406996114, + "FN": 2765, + "FP": 478, + "IoU": 0.4704441541476159, + "TN": 144131126, + "TP": 2881, + "n_pred": 3359, + "n_ref": 5646 + }, + "13": { + "Dice": 0.5462980862168955, + "FN": 59085, + "FP": 16019, + "IoU": 0.37579787234042555, + "TN": 144016930, + "TP": 45216, + "n_pred": 61235, + "n_ref": 104301 + }, + "14": { + "Dice": 0.8005922757849321, + "FN": 133800, + "FP": 3835, + "IoU": 0.6674896781316513, + "TN": 143723323, + "TP": 276292, + "n_pred": 280127, + "n_ref": 410092 + }, + "15": { + "Dice": 0.6755960100926733, + "FN": 8341, + "FP": 5416, + "IoU": 0.5101132397977352, + "TN": 144109168, + "TP": 14325, + "n_pred": 19741, + "n_ref": 22666 + }, + "2": { + "Dice": 0.5972024691727672, + "FN": 78200, + "FP": 2517, + "IoU": 0.42572249811460366, + "TN": 143996696, + "TP": 59837, + "n_pred": 62354, + "n_ref": 138037 + }, + "3": { + "Dice": 0.7920100078216006, + "FN": 8638, + "FP": 78317, + "IoU": 0.6556428554456386, + "TN": 143884736, + "TP": 165559, + "n_pred": 243876, + "n_ref": 174197 + }, + "4": { + "Dice": 0.84591381489027, + "FN": 1967, + "FP": 15958, + "IoU": 0.7329728280300322, + "TN": 144070122, + "TP": 49203, + "n_pred": 65161, + "n_ref": 51170 + }, + "5": { + "Dice": 0.6255541171393826, + "FN": 16186, + "FP": 2904, + "IoU": 0.45513186436807856, + "TN": 144102214, + "TP": 15946, + "n_pred": 18850, + "n_ref": 32132 + }, + "6": { + "Dice": 0.8421019267498493, + "FN": 70032, + "FP": 413189, + "IoU": 0.7272677502486203, + "TN": 142365472, + "TP": 1288557, + "n_pred": 1701746, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.6531252636018557, + "FN": 113562, + "FP": 30365, + "IoU": 0.48491908412245105, + "TN": 143857824, + "TP": 135499, + "n_pred": 165864, + "n_ref": 249061 + }, + "8": { + "Dice": 0.7255224726405629, + "FN": 81245, + "FP": 30640, + "IoU": 0.5692705105155973, + "TN": 143877493, + "TP": 147872, + "n_pred": 178512, + "n_ref": 229117 + }, + "9": { + "Dice": 0.8726398193287803, + "FN": 14089, + "FP": 9371, + "IoU": 0.7740559177894848, + "TN": 144033419, + "TP": 80371, + "n_pred": 89742, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9135801901539253, + "FN": 15301, + "FP": 22293, + "IoU": 0.8409089947313853, + "TN": 111542615, + "TP": 198711, + "n_pred": 221004, + "n_ref": 214012 + }, + "10": { + "Dice": 0.5618937021266612, + "FN": 22051, + "FP": 15298, + "IoU": 0.3907177814029364, + "TN": 111717620, + "TP": 23951, + "n_pred": 39249, + "n_ref": 46002 + }, + "11": { + "Dice": 0.5694802801326945, + "FN": 2250, + "FP": 86, + "IoU": 0.398093274929142, + "TN": 111775039, + "TP": 1545, + "n_pred": 1631, + "n_ref": 3795 + }, + "12": { + "Dice": 0.5273661929241004, + "FN": 2916, + "FP": 210, + "IoU": 0.3581108829568789, + "TN": 111774050, + "TP": 1744, + "n_pred": 1954, + "n_ref": 4660 + }, + "13": { + "Dice": 0.4148516957103719, + "FN": 36362, + "FP": 10413, + "IoU": 0.26171159795441634, + "TN": 111715564, + "TP": 16581, + "n_pred": 26994, + "n_ref": 52943 + }, + "14": { + "Dice": 0.6981861240313221, + "FN": 5890, + "FP": 68537, + "IoU": 0.5363179306349019, + "TN": 111618407, + "TP": 86086, + "n_pred": 154623, + "n_ref": 91976 + }, + "15": { + "Dice": 0.44523511098532326, + "FN": 5226, + "FP": 8495, + "IoU": 0.286368128153118, + "TN": 111759693, + "TP": 5506, + "n_pred": 14001, + "n_ref": 10732 + }, + "2": { + "Dice": 0.5790842391954373, + "FN": 121580, + "FP": 1593, + "IoU": 0.40754297697953845, + "TN": 111571018, + "TP": 84729, + "n_pred": 86322, + "n_ref": 206309 + }, + "3": { + "Dice": 0.4861156899043948, + "FN": 5932, + "FP": 115652, + "IoU": 0.3211049131447141, + "TN": 111599829, + "TP": 57507, + "n_pred": 173159, + "n_ref": 63439 + }, + "4": { + "Dice": 0.8202448831239636, + "FN": 625, + "FP": 7288, + "IoU": 0.6952670697423653, + "TN": 111752953, + "TP": 18054, + "n_pred": 25342, + "n_ref": 18679 + }, + "5": { + "Dice": 0.25590691930189474, + "FN": 22479, + "FP": 416, + "IoU": 0.1467277877161598, + "TN": 111752088, + "TP": 3937, + "n_pred": 4353, + "n_ref": 26416 + }, + "6": { + "Dice": 0.901586673658979, + "FN": 195507, + "FP": 31374, + "IoU": 0.8208082076555817, + "TN": 110512785, + "TP": 1039254, + "n_pred": 1070628, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.39908139553867333, + "FN": 165058, + "FP": 55788, + "IoU": 0.249282752056564, + "TN": 111484740, + "TP": 73334, + "n_pred": 129122, + "n_ref": 238392 + }, + "8": { + "Dice": 0.76504145595546, + "FN": 98885, + "FP": 10671, + "IoU": 0.6194875606511598, + "TN": 111491003, + "TP": 178361, + "n_pred": 189032, + "n_ref": 277246 + }, + "9": { + "Dice": 0.7614388489208633, + "FN": 22127, + "FP": 14349, + "IoU": 0.6147769516728625, + "TN": 111684232, + "TP": 58212, + "n_pred": 72561, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8356592943224789, + "FN": 27173, + "FP": 27196, + "IoU": 0.7177102803738318, + "TN": 198895275, + "TP": 138231, + "n_pred": 165427, + "n_ref": 165404 + }, + "10": { + "Dice": 0.7088954769567354, + "FN": 18412, + "FP": 18312, + "IoU": 0.5490612605754, + "TN": 199006436, + "TP": 44715, + "n_pred": 63027, + "n_ref": 63127 + }, + "11": { + "Dice": 0.74272494825277, + "FN": 1385, + "FP": 728, + "IoU": 0.5907418167731939, + "TN": 199082712, + "TP": 3050, + "n_pred": 3778, + "n_ref": 4435 + }, + "12": { + "Dice": 0.3730899830220713, + "FN": 2456, + "FP": 498, + "IoU": 0.22932428906861466, + "TN": 199084042, + "TP": 879, + "n_pred": 1377, + "n_ref": 3335 + }, + "13": { + "Dice": 0.2527379593217472, + "FN": 29617, + "FP": 5727, + "IoU": 0.14464799980639384, + "TN": 199046554, + "TP": 5977, + "n_pred": 11704, + "n_ref": 35594 + }, + "14": { + "Dice": 0.6962003049138032, + "FN": 11329, + "FP": 19757, + "IoU": 0.5339779626714639, + "TN": 199021170, + "TP": 35619, + "n_pred": 55376, + "n_ref": 46948 + }, + "15": { + "Dice": 0.4601050965217009, + "FN": 96713, + "FP": 1509, + "IoU": 0.2987899339639479, + "TN": 198947800, + "TP": 41853, + "n_pred": 43362, + "n_ref": 138566 + }, + "2": { + "Dice": 0.8501187707026787, + "FN": 26150, + "FP": 10320, + "IoU": 0.7393100687643854, + "TN": 198947977, + "TP": 103428, + "n_pred": 113748, + "n_ref": 129578 + }, + "3": { + "Dice": 0.880545549499846, + "FN": 7318, + "FP": 28364, + "IoU": 0.7865845270492539, + "TN": 198920680, + "TP": 131513, + "n_pred": 159877, + "n_ref": 138831 + }, + "4": { + "Dice": 0.7417102503517669, + "FN": 3151, + "FP": 6578, + "IoU": 0.58945902607815, + "TN": 199064177, + "TP": 13969, + "n_pred": 20547, + "n_ref": 17120 + }, + "5": { + "Dice": 0.5743668359362525, + "FN": 11076, + "FP": 2251, + "IoU": 0.40288543393521214, + "TN": 199065556, + "TP": 8992, + "n_pred": 11243, + "n_ref": 20068 + }, + "6": { + "Dice": 0.906957413930791, + "FN": 98238, + "FP": 118585, + "IoU": 0.8297548745949451, + "TN": 197814282, + "TP": 1056770, + "n_pred": 1175355, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.644499710421422, + "FN": 71045, + "FP": 22870, + "IoU": 0.47546999095204584, + "TN": 198908829, + "TP": 85131, + "n_pred": 108001, + "n_ref": 156176 + }, + "8": { + "Dice": 0.7649817299041511, + "FN": 42255, + "FP": 4504, + "IoU": 0.6194092414882101, + "TN": 198965016, + "TP": 76100, + "n_pred": 80604, + "n_ref": 118355 + }, + "9": { + "Dice": 0.8259761433559394, + "FN": 19301, + "FP": 16136, + "IoU": 0.7035428953862886, + "TN": 198968340, + "TP": 84098, + "n_pred": 100234, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8676086751433453, + "FN": 18837, + "FP": 31683, + "IoU": 0.7661738977496784, + "TN": 130859134, + "TP": 165538, + "n_pred": 197221, + "n_ref": 184375 + }, + "10": { + "Dice": 0.6014485426766643, + "FN": 26211, + "FP": 48682, + "IoU": 0.4300510642831594, + "TN": 130943789, + "TP": 56510, + "n_pred": 105192, + "n_ref": 82721 + }, + "11": { + "Dice": 0.6804896327754184, + "FN": 1347, + "FP": 1211, + "IoU": 0.5157137447936387, + "TN": 131069910, + "TP": 2724, + "n_pred": 3935, + "n_ref": 4071 + }, + "12": { + "Dice": 0.7006503041745332, + "FN": 1295, + "FP": 1559, + "IoU": 0.539231514368744, + "TN": 131068998, + "TP": 3340, + "n_pred": 4899, + "n_ref": 4635 + }, + "13": { + "Dice": 0.3748881382168224, + "FN": 66908, + "FP": 10629, + "IoU": 0.23068451288360603, + "TN": 130974405, + "TP": 23250, + "n_pred": 33879, + "n_ref": 90158 + }, + "14": { + "Dice": 0.36399839743589746, + "FN": 11186, + "FP": 147560, + "IoU": 0.22249269002267685, + "TN": 130871019, + "TP": 45427, + "n_pred": 192987, + "n_ref": 56613 + }, + "15": { + "Dice": 0.6755084233841198, + "FN": 2418, + "FP": 21755, + "IoU": 0.510013378197592, + "TN": 131025858, + "TP": 25161, + "n_pred": 46916, + "n_ref": 27579 + }, + "2": { + "Dice": 0.6405115294431855, + "FN": 78716, + "FP": 12813, + "IoU": 0.47114156781399325, + "TN": 130902123, + "TP": 81540, + "n_pred": 94353, + "n_ref": 160256 + }, + "3": { + "Dice": 0.742284258148222, + "FN": 15003, + "FP": 106561, + "IoU": 0.5901844379043323, + "TN": 130778561, + "TP": 175067, + "n_pred": 281628, + "n_ref": 190070 + }, + "4": { + "Dice": 0.6357707705583613, + "FN": 28138, + "FP": 23356, + "IoU": 0.46602928366999874, + "TN": 130978756, + "TP": 44942, + "n_pred": 68298, + "n_ref": 73080 + }, + "5": { + "Dice": 0.6332196364578386, + "FN": 7366, + "FP": 1129, + "IoU": 0.46329289866060147, + "TN": 131059364, + "TP": 7333, + "n_pred": 8462, + "n_ref": 14699 + }, + "6": { + "Dice": 0.8039812050429049, + "FN": 44619, + "FP": 649432, + "IoU": 0.672214524080072, + "TN": 128957798, + "TP": 1423343, + "n_pred": 2072775, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.4241194543022515, + "FN": 504807, + "FP": 234839, + "IoU": 0.2691317279473523, + "TN": 130063182, + "TP": 272364, + "n_pred": 507203, + "n_ref": 777171 + }, + "8": { + "Dice": 0.9118411931351453, + "FN": 14407, + "FP": 7594, + "IoU": 0.8379670204225923, + "TN": 130939411, + "TP": 113780, + "n_pred": 121374, + "n_ref": 128187 + }, + "9": { + "Dice": 0.6095967365564448, + "FN": 30276, + "FP": 14896, + "IoU": 0.4384316065590074, + "TN": 130994753, + "TP": 35267, + "n_pred": 50163, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8193689747626661, + "FN": 14911, + "FP": 73546, + "IoU": 0.6940093536826666, + "TN": 101328116, + "TP": 200627, + "n_pred": 274173, + "n_ref": 215538 + }, + "10": { + "Dice": 0.5804448748255533, + "FN": 25443, + "FP": 4019, + "IoU": 0.4088920990329441, + "TN": 101567358, + "TP": 20380, + "n_pred": 24399, + "n_ref": 45823 + }, + "11": { + "Dice": 0.8439701173959445, + "FN": 1005, + "FP": 457, + "IoU": 0.7300590841949779, + "TN": 101611784, + "TP": 3954, + "n_pred": 4411, + "n_ref": 4959 + }, + "12": { + "Dice": 0.7889680818097304, + "FN": 1671, + "FP": 372, + "IoU": 0.6514841351074718, + "TN": 101611338, + "TP": 3819, + "n_pred": 4191, + "n_ref": 5490 + }, + "13": { + "Dice": 0.6301717726868731, + "FN": 25342, + "FP": 15436, + "IoU": 0.46003707627118645, + "TN": 101541680, + "TP": 34742, + "n_pred": 50178, + "n_ref": 60084 + }, + "14": { + "Dice": 0.9174275445438557, + "FN": 1784, + "FP": 9014, + "IoU": 0.8474514014466547, + "TN": 101546416, + "TP": 59986, + "n_pred": 69000, + "n_ref": 61770 + }, + "15": { + "Dice": 0.8776864575091634, + "FN": 6088, + "FP": 1487, + "IoU": 0.7820332057664087, + "TN": 101582447, + "TP": 27178, + "n_pred": 28665, + "n_ref": 33266 + }, + "2": { + "Dice": 0.12237238865869797, + "FN": 161061, + "FP": 763, + "IoU": 0.06517393966702482, + "TN": 101444094, + "TP": 11282, + "n_pred": 12045, + "n_ref": 172343 + }, + "3": { + "Dice": 0.6727301125782461, + "FN": 4998, + "FP": 158436, + "IoU": 0.5068525391509007, + "TN": 101285790, + "TP": 167976, + "n_pred": 326412, + "n_ref": 172974 + }, + "4": { + "Dice": 0.28797316252562605, + "FN": 1534, + "FP": 71055, + "IoU": 0.16820598615758353, + "TN": 101529932, + "TP": 14679, + "n_pred": 85734, + "n_ref": 16213 + }, + "5": { + "Dice": 0.6650829408150727, + "FN": 14133, + "FP": 2221, + "IoU": 0.49822042218949436, + "TN": 101584608, + "TP": 16238, + "n_pred": 18459, + "n_ref": 30371 + }, + "6": { + "Dice": 0.8808560932373203, + "FN": 218653, + "FP": 137092, + "IoU": 0.7870802744084548, + "TN": 99946406, + "TP": 1315049, + "n_pred": 1452141, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.8719309093562041, + "FN": 63313, + "FP": 43768, + "IoU": 0.7729410517387617, + "TN": 101145600, + "TP": 364519, + "n_pred": 408287, + "n_ref": 427832 + }, + "8": { + "Dice": 0.6133696685737355, + "FN": 116479, + "FP": 29085, + "IoU": 0.4423454865168238, + "TN": 101356171, + "TP": 115465, + "n_pred": 144550, + "n_ref": 231944 + }, + "9": { + "Dice": 0.6925041564965156, + "FN": 32057, + "FP": 11406, + "IoU": 0.5296415739578373, + "TN": 101524796, + "TP": 48941, + "n_pred": 60347, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8636565196840418, + "FN": 34352, + "FP": 21608, + "IoU": 0.7600312182403719, + "TN": 118949015, + "TP": 177237, + "n_pred": 198845, + "n_ref": 211589 + }, + "10": { + "Dice": 0.6902208046500745, + "FN": 24700, + "FP": 25610, + "IoU": 0.5269749337144362, + "TN": 119075854, + "TP": 56048, + "n_pred": 81658, + "n_ref": 80748 + }, + "11": { + "Dice": 0.567741935483871, + "FN": 1706, + "FP": 1845, + "IoU": 0.3963963963963964, + "TN": 119176329, + "TP": 2332, + "n_pred": 4177, + "n_ref": 4038 + }, + "12": { + "Dice": 0.20198170731707318, + "FN": 3605, + "FP": 583, + "IoU": 0.11233573548113608, + "TN": 119177494, + "TP": 530, + "n_pred": 1113, + "n_ref": 4135 + }, + "13": { + "Dice": 0.38598652550529355, + "FN": 23049, + "FP": 8849, + "IoU": 0.23914702795534779, + "TN": 119140288, + "TP": 10026, + "n_pred": 18875, + "n_ref": 33075 + }, + "14": { + "Dice": 0.10244085094525283, + "FN": 59985, + "FP": 43088, + "IoU": 0.0539855903813501, + "TN": 119073257, + "TP": 5882, + "n_pred": 48970, + "n_ref": 65867 + }, + "15": { + "Dice": 0.6205620562056205, + "FN": 8310, + "FP": 6866, + "IoU": 0.449865873994055, + "TN": 119154626, + "TP": 12410, + "n_pred": 19276, + "n_ref": 20720 + }, + "2": { + "Dice": 0.7537061605456618, + "FN": 72763, + "FP": 6136, + "IoU": 0.6047579926060254, + "TN": 118982590, + "TP": 120723, + "n_pred": 126859, + "n_ref": 193486 + }, + "3": { + "Dice": 0.8054760653098213, + "FN": 13902, + "FP": 74535, + "IoU": 0.6743071795532805, + "TN": 118910677, + "TP": 183098, + "n_pred": 257633, + "n_ref": 197000 + }, + "4": { + "Dice": 0.6791495802100483, + "FN": 10131, + "FP": 21244, + "IoU": 0.5141759960359858, + "TN": 119117631, + "TP": 33206, + "n_pred": 54450, + "n_ref": 43337 + }, + "5": { + "Dice": 0.7374216558745109, + "FN": 7074, + "FP": 509, + "IoU": 0.5840601173824804, + "TN": 119163981, + "TP": 10648, + "n_pred": 11157, + "n_ref": 17722 + }, + "6": { + "Dice": 0.9292258987549846, + "FN": 44716, + "FP": 213359, + "IoU": 0.867807596088242, + "TN": 117229944, + "TP": 1694193, + "n_pred": 1907552, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.4685100764995147, + "FN": 195778, + "FP": 35300, + "IoU": 0.30591783159020325, + "TN": 118849286, + "TP": 101848, + "n_pred": 137148, + "n_ref": 297626 + }, + "8": { + "Dice": 0.8448236770943357, + "FN": 5778, + "FP": 22283, + "IoU": 0.7313374247225866, + "TN": 119077765, + "TP": 76386, + "n_pred": 98669, + "n_ref": 82164 + }, + "9": { + "Dice": 0.7546275125053644, + "FN": 31890, + "FP": 2987, + "IoU": 0.6059452252903692, + "TN": 119093704, + "TP": 53631, + "n_pred": 56618, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 66279, + "IoU": 0.0, + "TN": 61266201, + "TP": 0, + "n_pred": 66279, + "n_ref": 0 + }, + "10": { + "Dice": 0.6698051558353226, + "FN": 9316, + "FP": 15443, + "IoU": 0.5035391309578713, + "TN": 61282609, + "TP": 25112, + "n_pred": 40555, + "n_ref": 34428 + }, + "11": { + "Dice": 0.7932848910047607, + "FN": 698, + "FP": 952, + "IoU": 0.657392026578073, + "TN": 61327664, + "TP": 3166, + "n_pred": 4118, + "n_ref": 3864 + }, + "12": { + "Dice": 0.014201183431952662, + "FN": 4814, + "FP": 184, + "IoU": 0.007151370679380214, + "TN": 61327446, + "TP": 36, + "n_pred": 220, + "n_ref": 4850 + }, + "13": { + "Dice": 0.3969718856164567, + "FN": 37856, + "FP": 7230, + "IoU": 0.24763875446383873, + "TN": 61272554, + "TP": 14840, + "n_pred": 22070, + "n_ref": 52696 + }, + "14": { + "Dice": 0.9141090368283041, + "FN": 37012, + "FP": 6880, + "IoU": 0.8418055475462776, + "TN": 61055024, + "TP": 233564, + "n_pred": 240444, + "n_ref": 270576 + }, + "15": { + "Dice": 0.6431828190979508, + "FN": 48573, + "FP": 6521, + "IoU": 0.4740379383096736, + "TN": 61227731, + "TP": 49655, + "n_pred": 56176, + "n_ref": 98228 + }, + "2": { + "Dice": 0.6328594167542879, + "FN": 84803, + "FP": 3538, + "IoU": 0.46290734435797665, + "TN": 61168000, + "TP": 76139, + "n_pred": 79677, + "n_ref": 160942 + }, + "3": { + "Dice": 0.7244224422442245, + "FN": 4847, + "FP": 89341, + "IoU": 0.5679172056921087, + "TN": 61114494, + "TP": 123798, + "n_pred": 213139, + "n_ref": 128645 + }, + "4": { + "Dice": 0.7992982000129963, + "FN": 11438, + "FP": 4005, + "IoU": 0.6656925141793306, + "TN": 61286286, + "TP": 30751, + "n_pred": 34756, + "n_ref": 42189 + }, + "5": { + "Dice": 0.8053553038105047, + "FN": 2316, + "FP": 708, + "IoU": 0.6741379310344827, + "TN": 61323200, + "TP": 6256, + "n_pred": 6964, + "n_ref": 8572 + }, + "6": { + "Dice": 0.9222881207229339, + "FN": 23463, + "FP": 175833, + "IoU": 0.8557835711541092, + "TN": 59950557, + "TP": 1182627, + "n_pred": 1358460, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.3926551379807981, + "FN": 148586, + "FP": 23541, + "IoU": 0.24428804748691652, + "TN": 61104712, + "TP": 55641, + "n_pred": 79182, + "n_ref": 204227 + }, + "8": { + "Dice": 0.925179011321429, + "FN": 9728, + "FP": 1996, + "IoU": 0.8607749765464499, + "TN": 61248271, + "TP": 72485, + "n_pred": 74481, + "n_ref": 82213 + }, + "9": { + "Dice": 0.8132102326785048, + "FN": 9953, + "FP": 14588, + "IoU": 0.6852184397527, + "TN": 61254518, + "TP": 53421, + "n_pred": 68009, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9146218316168605, + "FN": 24539, + "FP": 3954, + "IoU": 0.8426757219369444, + "TN": 148926390, + "TP": 152617, + "n_pred": 156571, + "n_ref": 177156 + }, + "10": { + "Dice": 0.7110230528260462, + "FN": 19690, + "FP": 23482, + "IoU": 0.5516181296996385, + "TN": 149011216, + "TP": 53112, + "n_pred": 76594, + "n_ref": 72802 + }, + "11": { + "Dice": 0.8133140376266281, + "FN": 637, + "FP": 266, + "IoU": 0.6853658536585366, + "TN": 149104630, + "TP": 1967, + "n_pred": 2233, + "n_ref": 2604 + }, + "12": { + "Dice": 0.5544055944055944, + "FN": 1106, + "FP": 487, + "IoU": 0.3835139318885449, + "TN": 149104916, + "TP": 991, + "n_pred": 1478, + "n_ref": 2097 + }, + "13": { + "Dice": 0.172229827669512, + "FN": 75812, + "FP": 6422, + "IoU": 0.09422947713930102, + "TN": 149016711, + "TP": 8555, + "n_pred": 14977, + "n_ref": 84367 + }, + "14": { + "Dice": 0.8790065898596853, + "FN": 4830, + "FP": 19461, + "IoU": 0.7841318083659922, + "TN": 148994973, + "TP": 88236, + "n_pred": 107697, + "n_ref": 93066 + }, + "15": { + "Dice": 0.7785846335872217, + "FN": 11721, + "FP": 3250, + "IoU": 0.6374446032015112, + "TN": 149066207, + "TP": 26322, + "n_pred": 29572, + "n_ref": 38043 + }, + "2": { + "Dice": 0.6199875175534405, + "FN": 77534, + "FP": 19886, + "IoU": 0.4492622533778054, + "TN": 148930610, + "TP": 79470, + "n_pred": 99356, + "n_ref": 157004 + }, + "3": { + "Dice": 0.26442824775475665, + "FN": 35869, + "FP": 98862, + "IoU": 0.1523580038754813, + "TN": 148948552, + "TP": 24217, + "n_pred": 123079, + "n_ref": 60086 + }, + "4": { + "Dice": 0.9277336077074174, + "FN": 1037, + "FP": 2826, + "IoU": 0.8652081370599114, + "TN": 149078841, + "TP": 24796, + "n_pred": 27622, + "n_ref": 25833 + }, + "5": { + "Dice": 0.020993989151150857, + "FN": 33358, + "FP": 31, + "IoU": 0.010608350371884909, + "TN": 149073753, + "TP": 358, + "n_pred": 389, + "n_ref": 33716 + }, + "6": { + "Dice": 0.9057603502703225, + "FN": 169965, + "FP": 24826, + "IoU": 0.8277531804793246, + "TN": 147976617, + "TP": 936092, + "n_pred": 960918, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.32817175180728153, + "FN": 215029, + "FP": 31059, + "IoU": 0.19629513507864346, + "TN": 148801308, + "TP": 60104, + "n_pred": 91163, + "n_ref": 275133 + }, + "8": { + "Dice": 0.702986520523679, + "FN": 102076, + "FP": 5232, + "IoU": 0.5420040205037153, + "TN": 148873201, + "TP": 126991, + "n_pred": 132223, + "n_ref": 229067 + }, + "9": { + "Dice": 0.7670536962528798, + "FN": 29054, + "FP": 6437, + "IoU": 0.6221306588305439, + "TN": 149013576, + "TP": 58433, + "n_pred": 64870, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.17017282440363868, + "FN": 462799, + "FP": 47319, + "IoU": 0.09299939725082366, + "TN": 100150377, + "TP": 52305, + "n_pred": 99624, + "n_ref": 515104 + }, + "10": { + "Dice": 0.18913894053334074, + "FN": 28247, + "FP": 59416, + "IoU": 0.10444696435686046, + "TN": 100614913, + "TP": 10224, + "n_pred": 69640, + "n_ref": 38471 + }, + "11": { + "Dice": 0.24769129287598945, + "FN": 2730, + "FP": 1832, + "IoU": 0.14135140222096743, + "TN": 100707487, + "TP": 751, + "n_pred": 2583, + "n_ref": 3481 + }, + "12": { + "Dice": 0.45885634588563456, + "FN": 3899, + "FP": 757, + "IoU": 0.29773755656108597, + "TN": 100706170, + "TP": 1974, + "n_pred": 2731, + "n_ref": 5873 + }, + "13": { + "Dice": 0.0, + "FN": 39155, + "FP": 295, + "IoU": 0.0, + "TN": 100673350, + "TP": 0, + "n_pred": 295, + "n_ref": 39155 + }, + "14": { + "Dice": 0.35152374868480385, + "FN": 116476, + "FP": 21582, + "IoU": 0.21324162140907355, + "TN": 100537323, + "TP": 37419, + "n_pred": 59001, + "n_ref": 153895 + }, + "15": { + "Dice": 0.16289970930232558, + "FN": 86300, + "FP": 5848, + "IoU": 0.08867219178353146, + "TN": 100611686, + "TP": 8966, + "n_pred": 14814, + "n_ref": 95266 + }, + "2": { + "Dice": 0.02387801606412722, + "FN": 230201, + "FP": 11397, + "IoU": 0.012083270293147088, + "TN": 100468247, + "TP": 2955, + "n_pred": 14352, + "n_ref": 233156 + }, + "3": { + "Dice": 0.5818877116936386, + "FN": 29026, + "FP": 251090, + "IoU": 0.4103255549591083, + "TN": 100237765, + "TP": 194919, + "n_pred": 446009, + "n_ref": 223945 + }, + "4": { + "Dice": 0.26505548112267685, + "FN": 42221, + "FP": 43353, + "IoU": 0.15277461511806345, + "TN": 100611795, + "TP": 15431, + "n_pred": 58784, + "n_ref": 57652 + }, + "5": { + "Dice": 0.24225969821960006, + "FN": 14153, + "FP": 360, + "IoU": 0.1378245113764629, + "TN": 100695967, + "TP": 2320, + "n_pred": 2680, + "n_ref": 16473 + }, + "6": { + "Dice": 0.35701811359740415, + "FN": 1479208, + "FP": 677921, + "IoU": 0.2172988738050643, + "TN": 97956794, + "TP": 598877, + "n_pred": 1276798, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.39055035915127634, + "FN": 110940, + "FP": 80557, + "IoU": 0.24266081350971902, + "TN": 100459945, + "TP": 61358, + "n_pred": 141915, + "n_ref": 172298 + }, + "8": { + "Dice": 0.8318500603548606, + "FN": 9866, + "FP": 28999, + "IoU": 0.7121089785850265, + "TN": 100577801, + "TP": 96134, + "n_pred": 125133, + "n_ref": 106000 + }, + "9": { + "Dice": 0.6972140802331841, + "FN": 37750, + "FP": 17929, + "IoU": 0.5351716422894544, + "TN": 100593016, + "TP": 64105, + "n_pred": 82034, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6971695760598504, + "FN": 21921, + "FP": 26653, + "IoU": 0.5351192014317571, + "TN": 78846213, + "TP": 55913, + "n_pred": 82566, + "n_ref": 77834 + }, + "10": { + "Dice": 0.528182988714686, + "FN": 21510, + "FP": 9637, + "IoU": 0.35886457668635885, + "TN": 78902119, + "TP": 17434, + "n_pred": 27071, + "n_ref": 38944 + }, + "11": { + "Dice": 0.2965459140690817, + "FN": 1016, + "FP": 654, + "IoU": 0.17408506429277942, + "TN": 78948678, + "TP": 352, + "n_pred": 1006, + "n_ref": 1368 + }, + "12": { + "Dice": 0.0, + "FN": 2560, + "FP": 13, + "IoU": 0.0, + "TN": 78948127, + "TP": 0, + "n_pred": 13, + "n_ref": 2560 + }, + "13": { + "Dice": 0.15075746433299014, + "FN": 54280, + "FP": 3460, + "IoU": 0.08152390042153822, + "TN": 78887835, + "TP": 5125, + "n_pred": 8585, + "n_ref": 59405 + }, + "14": { + "Dice": 0.363609181967681, + "FN": 13892, + "FP": 32933, + "IoU": 0.22220192020198665, + "TN": 78890498, + "TP": 13377, + "n_pred": 46310, + "n_ref": 27269 + }, + "15": { + "Dice": 0.8621871316171834, + "FN": 11944, + "FP": 3137, + "IoU": 0.7577582883577486, + "TN": 78888444, + "TP": 47175, + "n_pred": 50312, + "n_ref": 59119 + }, + "2": { + "Dice": 0.5490633042428077, + "FN": 61932, + "FP": 796, + "IoU": 0.3784198896122556, + "TN": 78849783, + "TP": 38189, + "n_pred": 38985, + "n_ref": 100121 + }, + "3": { + "Dice": 0.7172299685923303, + "FN": 10117, + "FP": 48674, + "IoU": 0.5591259158161543, + "TN": 78817349, + "TP": 74560, + "n_pred": 123234, + "n_ref": 84677 + }, + "4": { + "Dice": 0.8414010232192051, + "FN": 1093, + "FP": 4952, + "IoU": 0.7262228260869565, + "TN": 78928620, + "TP": 16035, + "n_pred": 20987, + "n_ref": 17128 + }, + "5": { + "Dice": 0.18455792722462847, + "FN": 31240, + "FP": 201, + "IoU": 0.10166004742992657, + "TN": 78915701, + "TP": 3558, + "n_pred": 3759, + "n_ref": 34798 + }, + "6": { + "Dice": 0.8149815286395753, + "FN": 207193, + "FP": 19781, + "IoU": 0.6877374052270767, + "TN": 78223831, + "TP": 499895, + "n_pred": 519676, + "n_ref": 707088 + }, + "7": { + "Dice": 0.029774540224527572, + "FN": 709934, + "FP": 18618, + "IoU": 0.0151122502639473, + "TN": 78210969, + "TP": 11179, + "n_pred": 29797, + "n_ref": 721113 + }, + "8": { + "Dice": 0.5521461959744655, + "FN": 204481, + "FP": 937, + "IoU": 0.38135493683085125, + "TN": 78618655, + "TP": 126627, + "n_pred": 127564, + "n_ref": 331108 + }, + "9": { + "Dice": 0.5456053067993366, + "FN": 35334, + "FP": 834, + "IoU": 0.3751425313568985, + "TN": 78892818, + "TP": 21714, + "n_pred": 22548, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7207214489605174, + "FN": 5545, + "FP": 105013, + "IoU": 0.5633811716571754, + "TN": 104751226, + "TP": 142656, + "n_pred": 247669, + "n_ref": 148201 + }, + "10": { + "Dice": 0.4863964523093408, + "FN": 41387, + "FP": 55436, + "IoU": 0.32134996845868086, + "TN": 104861770, + "TP": 45847, + "n_pred": 101283, + "n_ref": 87234 + }, + "11": { + "Dice": 0.8313765965681847, + "FN": 1109, + "FP": 198, + "IoU": 0.7114153234709649, + "TN": 104999911, + "TP": 3222, + "n_pred": 3420, + "n_ref": 4331 + }, + "12": { + "Dice": 0.6976388281591605, + "FN": 1642, + "FP": 1124, + "IoU": 0.5356723182810139, + "TN": 104998483, + "TP": 3191, + "n_pred": 4315, + "n_ref": 4833 + }, + "13": { + "Dice": 0.6193240301705955, + "FN": 41115, + "FP": 4005, + "IoU": 0.4485658066802733, + "TN": 104922617, + "TP": 36703, + "n_pred": 40708, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9393612370908694, + "FN": 1317, + "FP": 7561, + "IoU": 0.885656144146929, + "TN": 104926797, + "TP": 68765, + "n_pred": 76326, + "n_ref": 70082 + }, + "15": { + "Dice": 0.762510682746178, + "FN": 8300, + "FP": 1704, + "IoU": 0.6161755678330264, + "TN": 104978376, + "TP": 16060, + "n_pred": 17764, + "n_ref": 24360 + }, + "2": { + "Dice": 0.4784958642479321, + "FN": 116835, + "FP": 687, + "IoU": 0.3144887043053717, + "TN": 104833003, + "TP": 53915, + "n_pred": 54602, + "n_ref": 170750 + }, + "3": { + "Dice": 0.7102883704832453, + "FN": 5781, + "FP": 114757, + "IoU": 0.550734252702199, + "TN": 104736140, + "TP": 147762, + "n_pred": 262519, + "n_ref": 153543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 16449, + "IoU": 0.0, + "TN": 104987991, + "TP": 0, + "n_pred": 16449, + "n_ref": 0 + }, + "5": { + "Dice": 0.5426857577952346, + "FN": 15469, + "FP": 9156, + "IoU": 0.37238760322153125, + "TN": 104965204, + "TP": 14611, + "n_pred": 23767, + "n_ref": 30080 + }, + "6": { + "Dice": 0.8950711441009973, + "FN": 77530, + "FP": 194054, + "IoU": 0.8100712904024404, + "TN": 103574514, + "TP": 1158342, + "n_pred": 1352396, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.6712893118254613, + "FN": 44988, + "FP": 136292, + "IoU": 0.5052185684964409, + "TN": 104638056, + "TP": 185104, + "n_pred": 321396, + "n_ref": 230092 + }, + "8": { + "Dice": 0.6772547643768332, + "FN": 176035, + "FP": 5190, + "IoU": 0.5120069580577756, + "TN": 104633072, + "TP": 190143, + "n_pred": 195333, + "n_ref": 366178 + }, + "9": { + "Dice": 0.785370525702116, + "FN": 27544, + "FP": 8535, + "IoU": 0.6465926789370059, + "TN": 104902351, + "TP": 66010, + "n_pred": 74545, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5842581552873263, + "FN": 192216, + "FP": 129278, + "IoU": 0.4126869298024472, + "TN": 177128890, + "TP": 225904, + "n_pred": 355182, + "n_ref": 418120 + }, + "10": { + "Dice": 0.33803624485257067, + "FN": 52506, + "FP": 23690, + "IoU": 0.20339567803786682, + "TN": 177580637, + "TP": 19455, + "n_pred": 43145, + "n_ref": 71961 + }, + "11": { + "Dice": 0.7869387755102041, + "FN": 1369, + "FP": 458, + "IoU": 0.648721399730821, + "TN": 177671087, + "TP": 3374, + "n_pred": 3832, + "n_ref": 4743 + }, + "12": { + "Dice": 0.69032992036405, + "FN": 2164, + "FP": 558, + "IoU": 0.5271021542738012, + "TN": 177670532, + "TP": 3034, + "n_pred": 3592, + "n_ref": 5198 + }, + "13": { + "Dice": 0.6832862487592578, + "FN": 32338, + "FP": 9142, + "IoU": 0.5189330240649463, + "TN": 177590063, + "TP": 44745, + "n_pred": 53887, + "n_ref": 77083 + }, + "14": { + "Dice": 0.9303091786825083, + "FN": 3112, + "FP": 7845, + "IoU": 0.8696991318825068, + "TN": 177592198, + "TP": 73133, + "n_pred": 80978, + "n_ref": 76245 + }, + "15": { + "Dice": 0.5709051653636037, + "FN": 5717, + "FP": 20517, + "IoU": 0.3994872499198828, + "TN": 177632602, + "TP": 17452, + "n_pred": 37969, + "n_ref": 23169 + }, + "2": { + "Dice": 0.5045180462091012, + "FN": 141531, + "FP": 1530, + "IoU": 0.3373615073924482, + "TN": 177460392, + "TP": 72835, + "n_pred": 74365, + "n_ref": 214366 + }, + "3": { + "Dice": 0.7455520902947946, + "FN": 6238, + "FP": 130828, + "IoU": 0.5943268624601551, + "TN": 177338415, + "TP": 200807, + "n_pred": 331635, + "n_ref": 207045 + }, + "4": { + "Dice": 0.6042228999427443, + "FN": 8578, + "FP": 25293, + "IoU": 0.43289354719887485, + "TN": 177616562, + "TP": 25855, + "n_pred": 51148, + "n_ref": 34433 + }, + "5": { + "Dice": 0.6475740024450368, + "FN": 15025, + "FP": 2560, + "IoU": 0.47882398269168075, + "TN": 177642547, + "TP": 16156, + "n_pred": 18716, + "n_ref": 31181 + }, + "6": { + "Dice": 0.8173646701815451, + "FN": 306889, + "FP": 362849, + "IoU": 0.691138383551435, + "TN": 175507880, + "TP": 1498670, + "n_pred": 1861519, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.6541141528988084, + "FN": 97735, + "FP": 188287, + "IoU": 0.48601012805629734, + "TN": 177119814, + "TP": 270452, + "n_pred": 458739, + "n_ref": 368187 + }, + "8": { + "Dice": 0.668219281820398, + "FN": 70617, + "FP": 57313, + "IoU": 0.5017487283745784, + "TN": 177419530, + "TP": 128828, + "n_pred": 186141, + "n_ref": 199445 + }, + "9": { + "Dice": 0.697042982584823, + "FN": 52072, + "FP": 20209, + "IoU": 0.5349700514047854, + "TN": 177520855, + "TP": 83152, + "n_pred": 103361, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8929113523769369, + "FN": 17641, + "FP": 22997, + "IoU": 0.8065400673144212, + "TN": 193795476, + "TP": 169421, + "n_pred": 192418, + "n_ref": 187062 + }, + "10": { + "Dice": 0.8461739843736364, + "FN": 14322, + "FP": 12119, + "IoU": 0.7333635859426209, + "TN": 193906370, + "TP": 72724, + "n_pred": 84843, + "n_ref": 87046 + }, + "11": { + "Dice": 0.6929646197641317, + "FN": 1408, + "FP": 102, + "IoU": 0.5301804604853765, + "TN": 194002321, + "TP": 1704, + "n_pred": 1806, + "n_ref": 3112 + }, + "12": { + "Dice": 0.6634455181606131, + "FN": 1959, + "FP": 61, + "IoU": 0.49638494141111944, + "TN": 194001524, + "TP": 1991, + "n_pred": 2052, + "n_ref": 3950 + }, + "13": { + "Dice": 0.5707387157281398, + "FN": 38275, + "FP": 4749, + "IoU": 0.39932426772401086, + "TN": 193933909, + "TP": 28602, + "n_pred": 33351, + "n_ref": 66877 + }, + "14": { + "Dice": 0.8835937686951112, + "FN": 2053, + "FP": 17405, + "IoU": 0.7914625912310973, + "TN": 193912228, + "TP": 73849, + "n_pred": 91254, + "n_ref": 75902 + }, + "15": { + "Dice": 0.8064975776574522, + "FN": 2571, + "FP": 6256, + "IoU": 0.6757402101241643, + "TN": 193978313, + "TP": 18395, + "n_pred": 24651, + "n_ref": 20966 + }, + "2": { + "Dice": 0.8253219542321386, + "FN": 39340, + "FP": 2803, + "IoU": 0.7025941765112701, + "TN": 193863833, + "TP": 99559, + "n_pred": 102362, + "n_ref": 138899 + }, + "3": { + "Dice": 0.8014604093136949, + "FN": 6028, + "FP": 57650, + "IoU": 0.6686974844566999, + "TN": 193813330, + "TP": 128527, + "n_pred": 186177, + "n_ref": 134555 + }, + "4": { + "Dice": 0.912337427309799, + "FN": 2124, + "FP": 1509, + "IoU": 0.8388055728103647, + "TN": 193982997, + "TP": 18905, + "n_pred": 20414, + "n_ref": 21029 + }, + "5": { + "Dice": 0.3634083751312259, + "FN": 21039, + "FP": 791, + "IoU": 0.22205195823384768, + "TN": 193977474, + "TP": 6231, + "n_pred": 7022, + "n_ref": 27270 + }, + "6": { + "Dice": 0.8537039919653195, + "FN": 184117, + "FP": 227531, + "IoU": 0.7447500348788542, + "TN": 192392810, + "TP": 1201077, + "n_pred": 1428608, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.5739923980860244, + "FN": 190138, + "FP": 5552, + "IoU": 0.40251706745154553, + "TN": 193678011, + "TP": 131834, + "n_pred": 137386, + "n_ref": 321972 + }, + "8": { + "Dice": 0.7398605130942179, + "FN": 97235, + "FP": 4145, + "IoU": 0.5871258862865357, + "TN": 193759988, + "TP": 144167, + "n_pred": 148312, + "n_ref": 241402 + }, + "9": { + "Dice": 0.6959679391898248, + "FN": 42932, + "FP": 5545, + "IoU": 0.5337046228429618, + "TN": 193901573, + "TP": 55485, + "n_pred": 61030, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9069156746496198, + "FN": 7909, + "FP": 13962, + "IoU": 0.8296850056457579, + "TN": 99527385, + "TP": 106544, + "n_pred": 120506, + "n_ref": 114453 + }, + "10": { + "Dice": 0.7833029813832537, + "FN": 22436, + "FP": 4813, + "IoU": 0.6437946090093859, + "TN": 99579302, + "TP": 49249, + "n_pred": 54062, + "n_ref": 71685 + }, + "11": { + "Dice": 0.574199806013579, + "FN": 2162, + "FP": 33, + "IoU": 0.40272108843537413, + "TN": 99652125, + "TP": 1480, + "n_pred": 1513, + "n_ref": 3642 + }, + "12": { + "Dice": 0.15273103805332644, + "FN": 3273, + "FP": 0, + "IoU": 0.08267937219730942, + "TN": 99652232, + "TP": 295, + "n_pred": 295, + "n_ref": 3568 + }, + "13": { + "Dice": 0.4443881909945258, + "FN": 31387, + "FP": 3731, + "IoU": 0.2856677921972255, + "TN": 99606638, + "TP": 14044, + "n_pred": 17775, + "n_ref": 45431 + }, + "14": { + "Dice": 0.38757657085493025, + "FN": 25763, + "FP": 63916, + "IoU": 0.24036897743443789, + "TN": 99537744, + "TP": 28377, + "n_pred": 92293, + "n_ref": 54140 + }, + "15": { + "Dice": 0.591067170865795, + "FN": 18487, + "FP": 8440, + "IoU": 0.41951408799879275, + "TN": 99609413, + "TP": 19460, + "n_pred": 27900, + "n_ref": 37947 + }, + "2": { + "Dice": 0.8972161063779794, + "FN": 11652, + "FP": 11970, + "IoU": 0.8135919571976452, + "TN": 99529078, + "TP": 103100, + "n_pred": 115070, + "n_ref": 114752 + }, + "3": { + "Dice": 0.9447263772649374, + "FN": 10251, + "FP": 3037, + "IoU": 0.895243050628321, + "TN": 99528954, + "TP": 113558, + "n_pred": 116595, + "n_ref": 123809 + }, + "4": { + "Dice": 0.6922773013549002, + "FN": 4012, + "FP": 9229, + "IoU": 0.5293762217878087, + "TN": 99627665, + "TP": 14894, + "n_pred": 24123, + "n_ref": 18906 + }, + "5": { + "Dice": 0.8089942365451741, + "FN": 1983, + "FP": 370, + "IoU": 0.6792529989094874, + "TN": 99648464, + "TP": 4983, + "n_pred": 5353, + "n_ref": 6966 + }, + "6": { + "Dice": 0.9600526668727523, + "FN": 60594, + "FP": 47051, + "IoU": 0.9231743149778148, + "TN": 98254641, + "TP": 1293514, + "n_pred": 1340565, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.8315415861259963, + "FN": 29098, + "FP": 26765, + "IoU": 0.7116569800452157, + "TN": 99462062, + "TP": 137875, + "n_pred": 164640, + "n_ref": 166973 + }, + "8": { + "Dice": 0.944954128440367, + "FN": 8634, + "FP": 2118, + "IoU": 0.8956521739130435, + "TN": 99552760, + "TP": 92288, + "n_pred": 94406, + "n_ref": 100922 + }, + "9": { + "Dice": 0.9017171568547311, + "FN": 12801, + "FP": 5234, + "IoU": 0.8210245315973325, + "TN": 99555032, + "TP": 82733, + "n_pred": 87967, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7667225270670416, + "FN": 153417, + "FP": 25180, + "IoU": 0.6216950717859427, + "TN": 62611422, + "TP": 293501, + "n_pred": 318681, + "n_ref": 446918 + }, + "10": { + "Dice": 0.8266826070939536, + "FN": 11378, + "FP": 13557, + "IoU": 0.7045686121181962, + "TN": 62999118, + "TP": 59467, + "n_pred": 73024, + "n_ref": 70845 + }, + "11": { + "Dice": 0.6979203383856186, + "FN": 1565, + "FP": 149, + "IoU": 0.5360043313481321, + "TN": 63079826, + "TP": 1980, + "n_pred": 2129, + "n_ref": 3545 + }, + "12": { + "Dice": 0.38601959038290296, + "FN": 2635, + "FP": 123, + "IoU": 0.23917241379310344, + "TN": 63079895, + "TP": 867, + "n_pred": 990, + "n_ref": 3502 + }, + "13": { + "Dice": 0.3288931026309552, + "FN": 35248, + "FP": 7223, + "IoU": 0.19681152842391922, + "TN": 63030642, + "TP": 10407, + "n_pred": 17630, + "n_ref": 45655 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 63083520, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 63083520, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8445129221005521, + "FN": 31888, + "FP": 2020, + "IoU": 0.7308718013842149, + "TN": 62957528, + "TP": 92084, + "n_pred": 94104, + "n_ref": 123972 + }, + "3": { + "Dice": 0.8425043195446692, + "FN": 3248, + "FP": 43240, + "IoU": 0.7278682190962893, + "TN": 62912691, + "TP": 124341, + "n_pred": 167581, + "n_ref": 127589 + }, + "4": { + "Dice": 0.4572438960159512, + "FN": 11952, + "FP": 2475, + "IoU": 0.29638119391338275, + "TN": 63063016, + "TP": 6077, + "n_pred": 8552, + "n_ref": 18029 + }, + "5": { + "Dice": 0.4795686962474862, + "FN": 11350, + "FP": 813, + "IoU": 0.3154162210840322, + "TN": 63065753, + "TP": 5604, + "n_pred": 6417, + "n_ref": 16954 + }, + "6": { + "Dice": 0.829435226444363, + "FN": 231919, + "FP": 137307, + "IoU": 0.7085769580481398, + "TN": 61816544, + "TP": 897750, + "n_pred": 1035057, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.5639890456398235, + "FN": 72324, + "FP": 58069, + "IoU": 0.39274703575719755, + "TN": 62868794, + "TP": 84333, + "n_pred": 142402, + "n_ref": 156657 + }, + "8": { + "Dice": 0.7543568329186561, + "FN": 42679, + "FP": 2440, + "IoU": 0.6055962516827217, + "TN": 62969122, + "TP": 69279, + "n_pred": 71719, + "n_ref": 111958 + }, + "9": { + "Dice": 0.863107204637898, + "FN": 5967, + "FP": 5745, + "IoU": 0.7591808200024674, + "TN": 63034886, + "TP": 36922, + "n_pred": 42667, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7417318681318681, + "FN": 122653, + "FP": 9548, + "IoU": 0.5894863339109049, + "TN": 109286780, + "TP": 189837, + "n_pred": 199385, + "n_ref": 312490 + }, + "10": { + "Dice": 0.4301604938271605, + "FN": 53085, + "FP": 39229, + "IoU": 0.27401558703020673, + "TN": 109481661, + "TP": 34843, + "n_pred": 74072, + "n_ref": 87928 + }, + "11": { + "Dice": 0.6873989302152009, + "FN": 1703, + "FP": 810, + "IoU": 0.5236921910538287, + "TN": 109603542, + "TP": 2763, + "n_pred": 3573, + "n_ref": 4466 + }, + "12": { + "Dice": 0.4370003806623525, + "FN": 2933, + "FP": 25, + "IoU": 0.2795908426692645, + "TN": 109604712, + "TP": 1148, + "n_pred": 1173, + "n_ref": 4081 + }, + "13": { + "Dice": 0.31160947220549867, + "FN": 62146, + "FP": 20180, + "IoU": 0.18456006893887617, + "TN": 109507859, + "TP": 18633, + "n_pred": 38813, + "n_ref": 80779 + }, + "14": { + "Dice": 0.39611092696939565, + "FN": 52101, + "FP": 84544, + "IoU": 0.2469690289871046, + "TN": 109427358, + "TP": 44815, + "n_pred": 129359, + "n_ref": 96916 + }, + "15": { + "Dice": 0.6579279848389135, + "FN": 51466, + "FP": 2684, + "IoU": 0.4902329959990586, + "TN": 109502593, + "TP": 52075, + "n_pred": 54759, + "n_ref": 103541 + }, + "2": { + "Dice": 0.6276484578246754, + "FN": 112853, + "FP": 7230, + "IoU": 0.4573525358012752, + "TN": 109387527, + "TP": 101208, + "n_pred": 108438, + "n_ref": 214061 + }, + "3": { + "Dice": 0.7911326502158421, + "FN": 21552, + "FP": 96796, + "IoU": 0.6544412423390358, + "TN": 109266335, + "TP": 224135, + "n_pred": 320931, + "n_ref": 245687 + }, + "4": { + "Dice": 0.556875815099261, + "FN": 19546, + "FP": 29382, + "IoU": 0.38588211667838135, + "TN": 109529146, + "TP": 30744, + "n_pred": 60126, + "n_ref": 50290 + }, + "5": { + "Dice": 0.7000473360332404, + "FN": 3897, + "FP": 1806, + "IoU": 0.5385175594756433, + "TN": 109596460, + "TP": 6655, + "n_pred": 8461, + "n_ref": 10552 + }, + "6": { + "Dice": 0.7935056070852718, + "FN": 47207, + "FP": 579043, + "IoU": 0.6576952298702932, + "TN": 107779308, + "TP": 1203260, + "n_pred": 1782303, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.41586219022836474, + "FN": 879859, + "FP": 13800, + "IoU": 0.26251642228545397, + "TN": 108397050, + "TP": 318109, + "n_pred": 331909, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.928253045483415, + "FN": 8304, + "FP": 4235, + "IoU": 0.8661121373581199, + "TN": 109515165, + "TP": 81114, + "n_pred": 85349, + "n_ref": 89418 + }, + "9": { + "Dice": 0.6220656615471326, + "FN": 11053, + "FP": 42591, + "IoU": 0.4514479712041885, + "TN": 109511026, + "TP": 44148, + "n_pred": 86739, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7772272679082588, + "FN": 3793, + "FP": 27726, + "IoU": 0.6356269219208804, + "TN": 66980850, + "TP": 54983, + "n_pred": 82709, + "n_ref": 58776 + }, + "10": { + "Dice": 0.5101250091380949, + "FN": 47395, + "FP": 12914, + "IoU": 0.3423945044160942, + "TN": 66975642, + "TP": 31401, + "n_pred": 44315, + "n_ref": 78796 + }, + "11": { + "Dice": 0.1522610188895249, + "FN": 2860, + "FP": 102, + "IoU": 0.08240396530359356, + "TN": 67064124, + "TP": 266, + "n_pred": 368, + "n_ref": 3126 + }, + "12": { + "Dice": 0.04024859425865641, + "FN": 3243, + "FP": 0, + "IoU": 0.02053760193295077, + "TN": 67064041, + "TP": 68, + "n_pred": 68, + "n_ref": 3311 + }, + "13": { + "Dice": 0.2091434346097234, + "FN": 33451, + "FP": 2548, + "IoU": 0.11678402316052897, + "TN": 67026593, + "TP": 4760, + "n_pred": 7308, + "n_ref": 38211 + }, + "14": { + "Dice": 0.8015413749645338, + "FN": 14738, + "FP": 15339, + "IoU": 0.6688102185762264, + "TN": 66976537, + "TP": 60738, + "n_pred": 76077, + "n_ref": 75476 + }, + "15": { + "Dice": 0.2819542044454379, + "FN": 21271, + "FP": 30126, + "IoU": 0.16411332292479833, + "TN": 67005864, + "TP": 10091, + "n_pred": 40217, + "n_ref": 31362 + }, + "2": { + "Dice": 0.5378746727348357, + "FN": 91082, + "FP": 3351, + "IoU": 0.3678717977896632, + "TN": 66917963, + "TP": 54956, + "n_pred": 58307, + "n_ref": 146038 + }, + "3": { + "Dice": 0.7697438969375605, + "FN": 4244, + "FP": 89161, + "IoU": 0.6256777714993328, + "TN": 66817821, + "TP": 156126, + "n_pred": 245287, + "n_ref": 160370 + }, + "4": { + "Dice": 0.0, + "FN": 13039, + "FP": 448, + "IoU": 0.0, + "TN": 67053865, + "TP": 0, + "n_pred": 448, + "n_ref": 13039 + }, + "5": { + "Dice": 0.5493013341754165, + "FN": 5442, + "FP": 267, + "IoU": 0.3786460600783631, + "TN": 67058164, + "TP": 3479, + "n_pred": 3746, + "n_ref": 8921 + }, + "6": { + "Dice": 0.8825006988172488, + "FN": 165875, + "FP": 77508, + "IoU": 0.7897102914366192, + "TN": 65909982, + "TP": 913987, + "n_pred": 991495, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.13409977806060733, + "FN": 326112, + "FP": 3176, + "IoU": 0.07186867576510911, + "TN": 66712566, + "TP": 25498, + "n_pred": 28674, + "n_ref": 351610 + }, + "8": { + "Dice": 0.8866715340309889, + "FN": 9204, + "FP": 10354, + "IoU": 0.7964150393471291, + "TN": 66971284, + "TP": 76510, + "n_pred": 86864, + "n_ref": 85714 + }, + "9": { + "Dice": 0.817387966605892, + "FN": 21977, + "FP": 2762, + "IoU": 0.6911716975008114, + "TN": 66987246, + "TP": 55367, + "n_pred": 58129, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.732613554619258, + "FN": 66152, + "FP": 17110, + "IoU": 0.5780506468957619, + "TN": 74321953, + "TP": 114065, + "n_pred": 131175, + "n_ref": 180217 + }, + "10": { + "Dice": 0.7153088071348941, + "FN": 16047, + "FP": 15874, + "IoU": 0.5567943573580661, + "TN": 74447257, + "TP": 40102, + "n_pred": 55976, + "n_ref": 56149 + }, + "11": { + "Dice": 0.448701012769705, + "FN": 2368, + "FP": 136, + "IoU": 0.28924212319046266, + "TN": 74515757, + "TP": 1019, + "n_pred": 1155, + "n_ref": 3387 + }, + "12": { + "Dice": 0.03218596334376397, + "FN": 2165, + "FP": 0, + "IoU": 0.01635620172648796, + "TN": 74517079, + "TP": 36, + "n_pred": 36, + "n_ref": 2201 + }, + "13": { + "Dice": 0.30084598447097, + "FN": 33804, + "FP": 8427, + "IoU": 0.17705633610694313, + "TN": 74467963, + "TP": 9086, + "n_pred": 17513, + "n_ref": 42890 + }, + "14": { + "Dice": 0.5223647919414798, + "FN": 5789, + "FP": 42007, + "IoU": 0.35351403992858305, + "TN": 74445348, + "TP": 26136, + "n_pred": 68143, + "n_ref": 31925 + }, + "15": { + "Dice": 0.530469819359565, + "FN": 16601, + "FP": 7754, + "IoU": 0.36097919345105345, + "TN": 74481167, + "TP": 13758, + "n_pred": 21512, + "n_ref": 30359 + }, + "2": { + "Dice": 0.8403168340154884, + "FN": 26756, + "FP": 16628, + "IoU": 0.7246089782652854, + "TN": 74361744, + "TP": 114152, + "n_pred": 130780, + "n_ref": 140908 + }, + "3": { + "Dice": 0.6758554675728854, + "FN": 22193, + "FP": 105812, + "IoU": 0.5104091366325879, + "TN": 74257827, + "TP": 133448, + "n_pred": 239260, + "n_ref": 155641 + }, + "4": { + "Dice": 0.20935191531490366, + "FN": 10529, + "FP": 10235, + "IoU": 0.11691404754816484, + "TN": 74495767, + "TP": 2749, + "n_pred": 12984, + "n_ref": 13278 + }, + "5": { + "Dice": 0.38490304709141276, + "FN": 7375, + "FP": 1507, + "IoU": 0.2383157533659206, + "TN": 74507619, + "TP": 2779, + "n_pred": 4286, + "n_ref": 10154 + }, + "6": { + "Dice": 0.9326893064688048, + "FN": 165641, + "FP": 42247, + "IoU": 0.8738686046356419, + "TN": 72871094, + "TP": 1440298, + "n_pred": 1482545, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.5344915946988789, + "FN": 104094, + "FP": 5813, + "IoU": 0.364714110656401, + "TN": 74346276, + "TP": 63097, + "n_pred": 68910, + "n_ref": 167191 + }, + "8": { + "Dice": 0.9420094662715973, + "FN": 3179, + "FP": 4356, + "IoU": 0.8903760820542664, + "TN": 74450545, + "TP": 61200, + "n_pred": 65556, + "n_ref": 64379 + }, + "9": { + "Dice": 0.8029073738959529, + "FN": 25861, + "FP": 7031, + "IoU": 0.6707144930873269, + "TN": 74419391, + "TP": 66997, + "n_pred": 74028, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8120451770219532, + "FN": 69455, + "FP": 29363, + "IoU": 0.6835657057953286, + "TN": 65738894, + "TP": 213468, + "n_pred": 242831, + "n_ref": 282923 + }, + "10": { + "Dice": 0.2830141720413286, + "FN": 63633, + "FP": 37196, + "IoU": 0.16483197906054056, + "TN": 65930451, + "TP": 19900, + "n_pred": 57096, + "n_ref": 83533 + }, + "11": { + "Dice": 0.3291738382099828, + "FN": 2872, + "FP": 246, + "IoU": 0.1970126191089364, + "TN": 66047297, + "TP": 765, + "n_pred": 1011, + "n_ref": 3637 + }, + "12": { + "Dice": 0.4152418172936004, + "FN": 2176, + "FP": 218, + "IoU": 0.26202219482120837, + "TN": 66047936, + "TP": 850, + "n_pred": 1068, + "n_ref": 3026 + }, + "13": { + "Dice": 0.5987424374521149, + "FN": 24963, + "FP": 5413, + "IoU": 0.4272893531175173, + "TN": 65998141, + "TP": 22663, + "n_pred": 28076, + "n_ref": 47626 + }, + "14": { + "Dice": 0.8122549157897706, + "FN": 1085, + "FP": 25535, + "IoU": 0.6838629993824521, + "TN": 65966976, + "TP": 57584, + "n_pred": 83119, + "n_ref": 58669 + }, + "15": { + "Dice": 0.8780006011937991, + "FN": 4150, + "FP": 1532, + "IoU": 0.7825321494182487, + "TN": 66025052, + "TP": 20446, + "n_pred": 21978, + "n_ref": 24596 + }, + "2": { + "Dice": 0.6347864831273597, + "FN": 76276, + "FP": 1593, + "IoU": 0.464972310398373, + "TN": 65905638, + "TP": 67673, + "n_pred": 69266, + "n_ref": 143949 + }, + "3": { + "Dice": 0.7162509371814636, + "FN": 29291, + "FP": 71758, + "IoU": 0.5579368724981955, + "TN": 65822595, + "TP": 127536, + "n_pred": 199294, + "n_ref": 156827 + }, + "4": { + "Dice": 0.8546005998961074, + "FN": 4028, + "FP": 4649, + "IoU": 0.7461158088773151, + "TN": 66017003, + "TP": 25500, + "n_pred": 30149, + "n_ref": 29528 + }, + "5": { + "Dice": 0.8981649945417685, + "FN": 1340, + "FP": 619, + "IoU": 0.815153802604265, + "TN": 66040582, + "TP": 8639, + "n_pred": 9258, + "n_ref": 9979 + }, + "6": { + "Dice": 0.7989699539452159, + "FN": 61341, + "FP": 422827, + "IoU": 0.6652372740962814, + "TN": 64604878, + "TP": 962134, + "n_pred": 1384961, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.35950297400662157, + "FN": 761695, + "FP": 3820, + "IoU": 0.21914271608565086, + "TN": 65070828, + "TP": 214837, + "n_pred": 218657, + "n_ref": 976532 + }, + "8": { + "Dice": 0.9409181837625655, + "FN": 6511, + "FP": 2881, + "IoU": 0.8884282303187255, + "TN": 65967001, + "TP": 74787, + "n_pred": 77668, + "n_ref": 81298 + }, + "9": { + "Dice": 0.8207125517095342, + "FN": 15824, + "FP": 7883, + "IoU": 0.6959393597373281, + "TN": 65973212, + "TP": 54261, + "n_pred": 62144, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9169086489858252, + "FN": 4448, + "FP": 22593, + "IoU": 0.8465663105215078, + "TN": 113296301, + "TP": 149198, + "n_pred": 171791, + "n_ref": 153646 + }, + "10": { + "Dice": 0.7176302155753999, + "FN": 10892, + "FP": 43938, + "IoU": 0.5596125425689135, + "TN": 113348036, + "TP": 69674, + "n_pred": 113612, + "n_ref": 80566 + }, + "11": { + "Dice": 0.5584245076586434, + "FN": 1954, + "FP": 64, + "IoU": 0.38737097753491195, + "TN": 113469246, + "TP": 1276, + "n_pred": 1340, + "n_ref": 3230 + }, + "12": { + "Dice": 0.7067830347573113, + "FN": 1775, + "FP": 140, + "IoU": 0.5465309022022259, + "TN": 113468317, + "TP": 2308, + "n_pred": 2448, + "n_ref": 4083 + }, + "13": { + "Dice": 0.3119477596797698, + "FN": 59965, + "FP": 14635, + "IoU": 0.18479745604353576, + "TN": 113381029, + "TP": 16911, + "n_pred": 31546, + "n_ref": 76876 + }, + "14": { + "Dice": 0.9299484411504069, + "FN": 32726, + "FP": 2056, + "IoU": 0.8690688158523777, + "TN": 113206889, + "TP": 230869, + "n_pred": 232925, + "n_ref": 263595 + }, + "15": { + "Dice": 0.8321526267798275, + "FN": 4087, + "FP": 3092, + "IoU": 0.7125525525525526, + "TN": 113447565, + "TP": 17796, + "n_pred": 20888, + "n_ref": 21883 + }, + "2": { + "Dice": 0.8353919657049709, + "FN": 34329, + "FP": 2226, + "IoU": 0.7173159905346675, + "TN": 113343226, + "TP": 92759, + "n_pred": 94985, + "n_ref": 127088 + }, + "3": { + "Dice": 0.8595589984536696, + "FN": 4679, + "FP": 33103, + "IoU": 0.7537075546110571, + "TN": 113319137, + "TP": 115621, + "n_pred": 148724, + "n_ref": 120300 + }, + "4": { + "Dice": 0.6502718094745017, + "FN": 2204, + "FP": 28869, + "IoU": 0.48177982355197546, + "TN": 113412579, + "TP": 28888, + "n_pred": 57757, + "n_ref": 31092 + }, + "5": { + "Dice": 0.4675151280229128, + "FN": 21971, + "FP": 2756, + "IoU": 0.3050699792029678, + "TN": 113436958, + "TP": 10855, + "n_pred": 13611, + "n_ref": 32826 + }, + "6": { + "Dice": 0.883806805629587, + "FN": 203488, + "FP": 43710, + "IoU": 0.7918045102649967, + "TN": 112285204, + "TP": 940138, + "n_pred": 983848, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.6338489140972031, + "FN": 108506, + "FP": 18023, + "IoU": 0.4639669218418366, + "TN": 113236493, + "TP": 109518, + "n_pred": 127541, + "n_ref": 218024 + }, + "8": { + "Dice": 0.7763823111283091, + "FN": 76133, + "FP": 3616, + "IoU": 0.634497456345387, + "TN": 113254350, + "TP": 138441, + "n_pred": 142057, + "n_ref": 214574 + }, + "9": { + "Dice": 0.8144029961278856, + "FN": 29260, + "FP": 5826, + "IoU": 0.6869138446437335, + "TN": 113360475, + "TP": 76979, + "n_pred": 82805, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.785087228807873, + "FN": 14864, + "FP": 46632, + "IoU": 0.6462087216660913, + "TN": 75022908, + "TP": 112324, + "n_pred": 158956, + "n_ref": 127188 + }, + "10": { + "Dice": 0.5281714198207113, + "FN": 55218, + "FP": 24890, + "IoU": 0.3588538957141142, + "TN": 75071783, + "TP": 44837, + "n_pred": 69727, + "n_ref": 100055 + }, + "11": { + "Dice": 0.5585223116313094, + "FN": 2017, + "FP": 397, + "IoU": 0.3874651103780766, + "TN": 75192787, + "TP": 1527, + "n_pred": 1924, + "n_ref": 3544 + }, + "12": { + "Dice": 0.060749041580654674, + "FN": 3003, + "FP": 182, + "IoU": 0.031326034063260344, + "TN": 75193440, + "TP": 103, + "n_pred": 285, + "n_ref": 3106 + }, + "13": { + "Dice": 0.22972363432444623, + "FN": 45838, + "FP": 17347, + "IoU": 0.12976710234550387, + "TN": 75124121, + "TP": 9422, + "n_pred": 26769, + "n_ref": 55260 + }, + "14": { + "Dice": 0.9440400667779633, + "FN": 5823, + "FP": 9261, + "IoU": 0.8940112565610574, + "TN": 75054411, + "TP": 127233, + "n_pred": 136494, + "n_ref": 133056 + }, + "15": { + "Dice": 0.5980743782797171, + "FN": 41045, + "FP": 2996, + "IoU": 0.42660920737423186, + "TN": 75119920, + "TP": 32767, + "n_pred": 35763, + "n_ref": 73812 + }, + "2": { + "Dice": 0.7339302384791649, + "FN": 59833, + "FP": 2869, + "IoU": 0.5796917838062488, + "TN": 75047547, + "TP": 86479, + "n_pred": 89348, + "n_ref": 146312 + }, + "3": { + "Dice": 0.801769680013193, + "FN": 6523, + "FP": 63195, + "IoU": 0.6691281856580134, + "TN": 74986018, + "TP": 140992, + "n_pred": 204187, + "n_ref": 147515 + }, + "4": { + "Dice": 0.7835112888830121, + "FN": 1261, + "FP": 11837, + "IoU": 0.6440760869565217, + "TN": 75159928, + "TP": 23702, + "n_pred": 35539, + "n_ref": 24963 + }, + "5": { + "Dice": 0.48484253899735114, + "FN": 5230, + "FP": 21, + "IoU": 0.31999481999482, + "TN": 75189006, + "TP": 2471, + "n_pred": 2492, + "n_ref": 7701 + }, + "6": { + "Dice": 0.8948008107556359, + "FN": 29261, + "FP": 259313, + "IoU": 0.8096285443055928, + "TN": 73680881, + "TP": 1227273, + "n_pred": 1486586, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.6865208400001377, + "FN": 52056, + "FP": 39047, + "IoU": 0.5226735687227878, + "TN": 75005867, + "TP": 99758, + "n_pred": 138805, + "n_ref": 151814 + }, + "8": { + "Dice": 0.8480992422546919, + "FN": 18424, + "FP": 5331, + "IoU": 0.7362606861330077, + "TN": 75106658, + "TP": 66315, + "n_pred": 71646, + "n_ref": 84739 + }, + "9": { + "Dice": 0.8179289246202555, + "FN": 19751, + "FP": 5840, + "IoU": 0.6919456381736545, + "TN": 75113655, + "TP": 57482, + "n_pred": 63322, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9176291627646554, + "FN": 30654, + "FP": 2594, + "IoU": 0.8477955347619287, + "TN": 86709429, + "TP": 185195, + "n_pred": 187789, + "n_ref": 215849 + }, + "10": { + "Dice": 0.5933698645857242, + "FN": 27463, + "FP": 29231, + "IoU": 0.42183787311720494, + "TN": 86829813, + "TP": 41365, + "n_pred": 70596, + "n_ref": 68828 + }, + "11": { + "Dice": 0.6321266968325792, + "FN": 1193, + "FP": 433, + "IoU": 0.46212371816076747, + "TN": 86924849, + "TP": 1397, + "n_pred": 1830, + "n_ref": 2590 + }, + "12": { + "Dice": 0.6371312643930256, + "FN": 2010, + "FP": 1299, + "IoU": 0.46749275828773734, + "TN": 86921658, + "TP": 2905, + "n_pred": 4204, + "n_ref": 4915 + }, + "13": { + "Dice": 0.4651096408510291, + "FN": 32549, + "FP": 19920, + "IoU": 0.30302466757880475, + "TN": 86852591, + "TP": 22812, + "n_pred": 42732, + "n_ref": 55361 + }, + "14": { + "Dice": 0.7297402610719742, + "FN": 12113, + "FP": 40599, + "IoU": 0.5744811385487217, + "TN": 86803995, + "TP": 71165, + "n_pred": 111764, + "n_ref": 83278 + }, + "15": { + "Dice": 0.5834105372526949, + "FN": 95272, + "FP": 956, + "IoU": 0.4118416468531682, + "TN": 86764263, + "TP": 67381, + "n_pred": 68337, + "n_ref": 162653 + }, + "2": { + "Dice": 0.8480623282317642, + "FN": 23314, + "FP": 12842, + "IoU": 0.7362050473876595, + "TN": 86790811, + "TP": 100905, + "n_pred": 113747, + "n_ref": 124219 + }, + "3": { + "Dice": 0.7633658262097223, + "FN": 57074, + "FP": 13155, + "IoU": 0.6172931675258575, + "TN": 86744366, + "TP": 113277, + "n_pred": 126432, + "n_ref": 170351 + }, + "4": { + "Dice": 0.6075565074546173, + "FN": 1913, + "FP": 16960, + "IoU": 0.4363239949823786, + "TN": 86894390, + "TP": 14609, + "n_pred": 31569, + "n_ref": 16522 + }, + "5": { + "Dice": 0.8037184594953519, + "FN": 934, + "FP": 1283, + "IoU": 0.6718472468916519, + "TN": 86921116, + "TP": 4539, + "n_pred": 5822, + "n_ref": 5473 + }, + "6": { + "Dice": 0.8451755187990821, + "FN": 67366, + "FP": 338191, + "IoU": 0.7318649132898295, + "TN": 85415362, + "TP": 1106953, + "n_pred": 1445144, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.32134096015875313, + "FN": 826783, + "FP": 2896, + "IoU": 0.1914271764140637, + "TN": 85901769, + "TP": 196424, + "n_pred": 199320, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.9398506649930316, + "FN": 3473, + "FP": 3044, + "IoU": 0.8865266750243767, + "TN": 86870440, + "TP": 50915, + "n_pred": 53959, + "n_ref": 54388 + }, + "9": { + "Dice": 0.7973748674637124, + "FN": 7142, + "FP": 15026, + "IoU": 0.6630286079104977, + "TN": 86862086, + "TP": 43618, + "n_pred": 58644, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.1845073135238666, + "FN": 53976, + "FP": 250878, + "IoU": 0.10162933450423026, + "TN": 37410259, + "TP": 34487, + "n_pred": 285365, + "n_ref": 88463 + }, + "10": { + "Dice": 0.4753585351024641, + "FN": 32661, + "FP": 26017, + "IoU": 0.31178381675091776, + "TN": 37664339, + "TP": 26583, + "n_pred": 52600, + "n_ref": 59244 + }, + "11": { + "Dice": 0.8379022646007152, + "FN": 479, + "FP": 337, + "IoU": 0.721025641025641, + "TN": 37746675, + "TP": 2109, + "n_pred": 2446, + "n_ref": 2588 + }, + "12": { + "Dice": 0.12507856693903205, + "FN": 2718, + "FP": 66, + "IoU": 0.06671136439825678, + "TN": 37746617, + "TP": 199, + "n_pred": 265, + "n_ref": 2917 + }, + "13": { + "Dice": 0.4577522004062288, + "FN": 31363, + "FP": 673, + "IoU": 0.29680846393608146, + "TN": 37704042, + "TP": 13522, + "n_pred": 14195, + "n_ref": 44885 + }, + "14": { + "Dice": 0.3416013997207182, + "FN": 38383, + "FP": 200193, + "IoU": 0.20598268695064684, + "TN": 37449133, + "TP": 61891, + "n_pred": 262084, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 17179, + "IoU": 0.0, + "TN": 37732421, + "TP": 0, + "n_pred": 17179, + "n_ref": 0 + }, + "2": { + "Dice": 0.19978325317283321, + "FN": 89079, + "FP": 266, + "IoU": 0.11097733288224641, + "TN": 37649102, + "TP": 11153, + "n_pred": 11419, + "n_ref": 100232 + }, + "3": { + "Dice": 0.4437213818961622, + "FN": 22900, + "FP": 142080, + "IoU": 0.2851169300499612, + "TN": 37518821, + "TP": 65799, + "n_pred": 207879, + "n_ref": 88699 + }, + "4": { + "Dice": 0.0, + "FN": 11694, + "FP": 0, + "IoU": 0.0, + "TN": 37737906, + "TP": 0, + "n_pred": 0, + "n_ref": 11694 + }, + "5": { + "Dice": 0.7932188266785635, + "FN": 2937, + "FP": 771, + "IoU": 0.6573012939001849, + "TN": 37738780, + "TP": 7112, + "n_pred": 7883, + "n_ref": 10049 + }, + "6": { + "Dice": 0.48069530404232286, + "FN": 507187, + "FP": 1285, + "IoU": 0.31639163975552764, + "TN": 37005794, + "TP": 235334, + "n_pred": 236619, + "n_ref": 742521 + }, + "7": { + "Dice": 0.6511146893374979, + "FN": 174039, + "FP": 9482, + "IoU": 0.4827057453963261, + "TN": 37394829, + "TP": 171250, + "n_pred": 180732, + "n_ref": 345289 + }, + "8": { + "Dice": 0.9256474838447056, + "FN": 5319, + "FP": 6371, + "IoU": 0.8615863693950768, + "TN": 37665143, + "TP": 72767, + "n_pred": 79138, + "n_ref": 78086 + }, + "9": { + "Dice": 0.7959295980897839, + "FN": 12104, + "FP": 9775, + "IoU": 0.6610324419793635, + "TN": 37685054, + "TP": 42667, + "n_pred": 52442, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8996831763438337, + "FN": 29347, + "FP": 8269, + "IoU": 0.8176582935034465, + "TN": 75700394, + "TP": 168678, + "n_pred": 176947, + "n_ref": 198025 + }, + "10": { + "Dice": 0.7661800800930112, + "FN": 37008, + "FP": 10052, + "IoU": 0.62098209611559, + "TN": 75782525, + "TP": 77103, + "n_pred": 87155, + "n_ref": 114111 + }, + "11": { + "Dice": 0.7435928287811334, + "FN": 1252, + "FP": 879, + "IoU": 0.5918406435548745, + "TN": 75901467, + "TP": 3090, + "n_pred": 3969, + "n_ref": 4342 + }, + "12": { + "Dice": 0.42086271937018205, + "FN": 3301, + "FP": 230, + "IoU": 0.26651433319484835, + "TN": 75901874, + "TP": 1283, + "n_pred": 1513, + "n_ref": 4584 + }, + "13": { + "Dice": 0.5692337674992691, + "FN": 23976, + "FP": 2548, + "IoU": 0.3978523916547481, + "TN": 75862639, + "TP": 17525, + "n_pred": 20073, + "n_ref": 41501 + }, + "14": { + "Dice": 0.885984962627057, + "FN": 3132, + "FP": 27894, + "IoU": 0.7953079024107037, + "TN": 75755114, + "TP": 120548, + "n_pred": 148442, + "n_ref": 123680 + }, + "15": { + "Dice": 0.5556801124812373, + "FN": 114154, + "FP": 2771, + "IoU": 0.38473479267522626, + "TN": 75716648, + "TP": 73115, + "n_pred": 75886, + "n_ref": 187269 + }, + "2": { + "Dice": 0.7953552642153647, + "FN": 39318, + "FP": 39619, + "IoU": 0.6602405178795862, + "TN": 75674356, + "TP": 153395, + "n_pred": 193014, + "n_ref": 192713 + }, + "3": { + "Dice": 0.7624786150055413, + "FN": 74076, + "FP": 36299, + "IoU": 0.6161336880727564, + "TN": 75619153, + "TP": 177160, + "n_pred": 213459, + "n_ref": 251236 + }, + "4": { + "Dice": 0.6960992864696658, + "FN": 1544, + "FP": 23457, + "IoU": 0.5338591192154231, + "TN": 75853054, + "TP": 28633, + "n_pred": 52090, + "n_ref": 30177 + }, + "5": { + "Dice": 0.8489240471317143, + "FN": 1956, + "FP": 775, + "IoU": 0.7375048058439062, + "TN": 75896284, + "TP": 7673, + "n_pred": 8448, + "n_ref": 9629 + }, + "6": { + "Dice": 0.9470503565568196, + "FN": 109105, + "FP": 69566, + "IoU": 0.8994260670053824, + "TN": 74130174, + "TP": 1597843, + "n_pred": 1667409, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.784021022267683, + "FN": 90542, + "FP": 10388, + "IoU": 0.6447652768880974, + "TN": 75622566, + "TP": 183192, + "n_pred": 193580, + "n_ref": 273734 + }, + "8": { + "Dice": 0.9497015449438202, + "FN": 5195, + "FP": 3973, + "IoU": 0.904220643543669, + "TN": 75810968, + "TP": 86552, + "n_pred": 90525, + "n_ref": 91747 + }, + "9": { + "Dice": 0.8143842152659239, + "FN": 17155, + "FP": 10465, + "IoU": 0.6868871229211776, + "TN": 75818477, + "TP": 60591, + "n_pred": 71056, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.873759398114539, + "FN": 8991, + "FP": 15876, + "IoU": 0.7758194800043273, + "TN": 61276826, + "TP": 86057, + "n_pred": 101933, + "n_ref": 95048 + }, + "10": { + "Dice": 0.7362738894519635, + "FN": 12310, + "FP": 34787, + "IoU": 0.5826214108472173, + "TN": 61274910, + "TP": 65743, + "n_pred": 100530, + "n_ref": 78053 + }, + "11": { + "Dice": 0.8319602051919789, + "FN": 666, + "FP": 415, + "IoU": 0.7122704285334043, + "TN": 61383993, + "TP": 2676, + "n_pred": 3091, + "n_ref": 3342 + }, + "12": { + "Dice": 0.7385701676963813, + "FN": 1277, + "FP": 204, + "IoU": 0.5855023789532605, + "TN": 61384177, + "TP": 2092, + "n_pred": 2296, + "n_ref": 3369 + }, + "13": { + "Dice": 0.31295564207013693, + "FN": 29045, + "FP": 16662, + "IoU": 0.185505283603899, + "TN": 61331633, + "TP": 10410, + "n_pred": 27072, + "n_ref": 39455 + }, + "14": { + "Dice": 0.6708658798339024, + "FN": 1917, + "FP": 61414, + "IoU": 0.5047390399924926, + "TN": 61259876, + "TP": 64543, + "n_pred": 125957, + "n_ref": 66460 + }, + "15": { + "Dice": 0.803911301934707, + "FN": 12024, + "FP": 2956, + "IoU": 0.6721167947118436, + "TN": 61342063, + "TP": 30707, + "n_pred": 33663, + "n_ref": 42731 + }, + "2": { + "Dice": 0.9476317363641308, + "FN": 11182, + "FP": 2300, + "IoU": 0.9004754030591153, + "TN": 61252286, + "TP": 121982, + "n_pred": 124282, + "n_ref": 133164 + }, + "3": { + "Dice": 0.8689881658615192, + "FN": 5814, + "FP": 32723, + "IoU": 0.7683280931569108, + "TN": 61221407, + "TP": 127806, + "n_pred": 160529, + "n_ref": 133620 + }, + "4": { + "Dice": 0.7435407916507573, + "FN": 4371, + "FP": 5704, + "IoU": 0.5917747163695299, + "TN": 61363070, + "TP": 14605, + "n_pred": 20309, + "n_ref": 18976 + }, + "5": { + "Dice": 0.26539791328825385, + "FN": 23358, + "FP": 651, + "IoU": 0.15300218725746137, + "TN": 61359404, + "TP": 4337, + "n_pred": 4988, + "n_ref": 27695 + }, + "6": { + "Dice": 0.9021384198357996, + "FN": 161998, + "FP": 18658, + "IoU": 0.8217232810905654, + "TN": 60374404, + "TP": 832690, + "n_pred": 851348, + "n_ref": 994688 + }, + "7": { + "Dice": 0.41591150575448715, + "FN": 122007, + "FP": 41258, + "IoU": 0.2625557266941593, + "TN": 61166357, + "TP": 58128, + "n_pred": 99386, + "n_ref": 180135 + }, + "8": { + "Dice": 0.7507879474751831, + "FN": 96598, + "FP": 2793, + "IoU": 0.6010092089311377, + "TN": 61138644, + "TP": 149715, + "n_pred": 152508, + "n_ref": 246313 + }, + "9": { + "Dice": 0.7956393627807908, + "FN": 21257, + "FP": 8774, + "IoU": 0.6606321546823971, + "TN": 61299259, + "TP": 58460, + "n_pred": 67234, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9349630085826405, + "FN": 7893, + "FP": 16818, + "IoU": 0.8778690469129945, + "TN": 39546468, + "TP": 177621, + "n_pred": 194439, + "n_ref": 185514 + }, + "10": { + "Dice": 0.49796916900591215, + "FN": 20078, + "FP": 43948, + "IoU": 0.33153059093756526, + "TN": 39653020, + "TP": 31754, + "n_pred": 75702, + "n_ref": 51832 + }, + "11": { + "Dice": 0.7895460797799174, + "FN": 735, + "FP": 489, + "IoU": 0.6522727272727272, + "TN": 39745280, + "TP": 2296, + "n_pred": 2785, + "n_ref": 3031 + }, + "12": { + "Dice": 0.6082268370607029, + "FN": 1937, + "FP": 25, + "IoU": 0.4370157819225251, + "TN": 39745315, + "TP": 1523, + "n_pred": 1548, + "n_ref": 3460 + }, + "13": { + "Dice": 0.6183343502135449, + "FN": 23542, + "FP": 1480, + "IoU": 0.44752820648694003, + "TN": 39703509, + "TP": 20269, + "n_pred": 21749, + "n_ref": 43811 + }, + "14": { + "Dice": 0.25808532946205337, + "FN": 18933, + "FP": 63858, + "IoU": 0.14816186683952218, + "TN": 39651609, + "TP": 14400, + "n_pred": 78258, + "n_ref": 33333 + }, + "15": { + "Dice": 0.8237150987017606, + "FN": 14662, + "FP": 1198, + "IoU": 0.7002683599803454, + "TN": 39695886, + "TP": 37054, + "n_pred": 38252, + "n_ref": 51716 + }, + "2": { + "Dice": 0.7200050724675969, + "FN": 49714, + "FP": 3277, + "IoU": 0.5625061920015851, + "TN": 39627676, + "TP": 68133, + "n_pred": 71410, + "n_ref": 117847 + }, + "3": { + "Dice": 0.7978622782994665, + "FN": 5212, + "FP": 60184, + "IoU": 0.6637028885266303, + "TN": 39554341, + "TP": 129063, + "n_pred": 189247, + "n_ref": 134275 + }, + "4": { + "Dice": 0.9165711814938926, + "FN": 2575, + "FP": 1284, + "IoU": 0.8459911402003433, + "TN": 39723743, + "TP": 21198, + "n_pred": 22482, + "n_ref": 23773 + }, + "5": { + "Dice": 0.8113566515439777, + "FN": 980, + "FP": 1598, + "IoU": 0.6825904949519823, + "TN": 39740678, + "TP": 5544, + "n_pred": 7142, + "n_ref": 6524 + }, + "6": { + "Dice": 0.9684768865652787, + "FN": 37132, + "FP": 20860, + "IoU": 0.9388804515882209, + "TN": 38799971, + "TP": 890837, + "n_pred": 911697, + "n_ref": 927969 + }, + "7": { + "Dice": 0.32905738083008074, + "FN": 587622, + "FP": 1473, + "IoU": 0.19692919257367908, + "TN": 39015247, + "TP": 144458, + "n_pred": 145931, + "n_ref": 732080 + }, + "8": { + "Dice": 0.9528456913827655, + "FN": 1987, + "FP": 2719, + "IoU": 0.9099381853673473, + "TN": 39696547, + "TP": 47547, + "n_pred": 50266, + "n_ref": 49534 + }, + "9": { + "Dice": 0.8825780989967191, + "FN": 4506, + "FP": 5372, + "IoU": 0.7898342588455565, + "TN": 39701799, + "TP": 37123, + "n_pred": 42495, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7107357903174691, + "FN": 20704, + "FP": 41364, + "IoU": 0.5512724117987275, + "TN": 101258288, + "TP": 76252, + "n_pred": 117616, + "n_ref": 96956 + }, + "10": { + "Dice": 0.6218473152065501, + "FN": 34695, + "FP": 23314, + "IoU": 0.4512180123929805, + "TN": 101290903, + "TP": 47696, + "n_pred": 71010, + "n_ref": 82391 + }, + "11": { + "Dice": 0.7109288406118377, + "FN": 2322, + "FP": 286, + "IoU": 0.5515047291487533, + "TN": 101390793, + "TP": 3207, + "n_pred": 3493, + "n_ref": 5529 + }, + "12": { + "Dice": 0.7478679204023617, + "FN": 1805, + "FP": 501, + "IoU": 0.5972755850506462, + "TN": 101390882, + "TP": 3420, + "n_pred": 3921, + "n_ref": 5225 + }, + "13": { + "Dice": 0.7094262904745376, + "FN": 21331, + "FP": 2109, + "IoU": 0.5496983901333231, + "TN": 101344554, + "TP": 28614, + "n_pred": 30723, + "n_ref": 49945 + }, + "14": { + "Dice": 0.9651018311863282, + "FN": 9729, + "FP": 2264, + "IoU": 0.9325572894699845, + "TN": 101218783, + "TP": 165832, + "n_pred": 168096, + "n_ref": 175561 + }, + "15": { + "Dice": 0.8379444963082406, + "FN": 7127, + "FP": 511, + "IoU": 0.7210881869636663, + "TN": 101369223, + "TP": 19747, + "n_pred": 20258, + "n_ref": 26874 + }, + "2": { + "Dice": 0.6551683480593363, + "FN": 92832, + "FP": 756, + "IoU": 0.48717499109564644, + "TN": 101214113, + "TP": 88907, + "n_pred": 89663, + "n_ref": 181739 + }, + "3": { + "Dice": 0.7669351134220119, + "FN": 10235, + "FP": 85151, + "IoU": 0.6219746598659676, + "TN": 101144281, + "TP": 156941, + "n_pred": 242092, + "n_ref": 167176 + }, + "4": { + "Dice": 0.69434603939351, + "FN": 346, + "FP": 8282, + "IoU": 0.5317994356414152, + "TN": 101378180, + "TP": 9800, + "n_pred": 18082, + "n_ref": 10146 + }, + "5": { + "Dice": 0.6369044708490212, + "FN": 18978, + "FP": 3299, + "IoU": 0.4672485950017936, + "TN": 101354793, + "TP": 19538, + "n_pred": 22837, + "n_ref": 38516 + }, + "6": { + "Dice": 0.9227927530530089, + "FN": 88962, + "FP": 202461, + "IoU": 0.8566529381123066, + "TN": 99363619, + "TP": 1741566, + "n_pred": 1944027, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.5854067351114118, + "FN": 256004, + "FP": 34385, + "IoU": 0.413833961776651, + "TN": 100901204, + "TP": 205015, + "n_pred": 239400, + "n_ref": 461019 + }, + "8": { + "Dice": 0.6578075435349414, + "FN": 125283, + "FP": 10423, + "IoU": 0.49009927031434347, + "TN": 101130466, + "TP": 130436, + "n_pred": 140859, + "n_ref": 255719 + }, + "9": { + "Dice": 0.8781405347306194, + "FN": 14723, + "FP": 5231, + "IoU": 0.7827544910179641, + "TN": 101304758, + "TP": 71896, + "n_pred": 77127, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7503038197693714, + "FN": 66660, + "FP": 33401, + "IoU": 0.6003889838495823, + "TN": 73633108, + "TP": 150335, + "n_pred": 183736, + "n_ref": 216995 + }, + "10": { + "Dice": 0.0, + "FN": 75841, + "FP": 55598, + "IoU": 0.0, + "TN": 73752065, + "TP": 0, + "n_pred": 55598, + "n_ref": 75841 + }, + "11": { + "Dice": 0.4631871403056162, + "FN": 1591, + "FP": 9229, + "IoU": 0.30139462809917356, + "TN": 73868016, + "TP": 4668, + "n_pred": 13897, + "n_ref": 6259 + }, + "12": { + "Dice": 0.008588298443370907, + "FN": 5517, + "FP": 24, + "IoU": 0.00431266846361186, + "TN": 73877939, + "TP": 24, + "n_pred": 48, + "n_ref": 5541 + }, + "13": { + "Dice": 0.004943112780293826, + "FN": 61060, + "FP": 11006, + "IoU": 0.0024776801162710222, + "TN": 73811259, + "TP": 179, + "n_pred": 11185, + "n_ref": 61239 + }, + "14": { + "Dice": 0.6511488792709103, + "FN": 27122, + "FP": 52190, + "IoU": 0.4827433282028539, + "TN": 73730172, + "TP": 74020, + "n_pred": 126210, + "n_ref": 101142 + }, + "15": { + "Dice": 0.42123685685767803, + "FN": 160559, + "FP": 8757, + "IoU": 0.2668144735246739, + "TN": 73652572, + "TP": 61616, + "n_pred": 70373, + "n_ref": 222175 + }, + "2": { + "Dice": 0.21662188922944967, + "FN": 165289, + "FP": 21032, + "IoU": 0.12146716835940816, + "TN": 73671422, + "TP": 25761, + "n_pred": 46793, + "n_ref": 191050 + }, + "3": { + "Dice": 0.6244057176424516, + "FN": 28089, + "FP": 163727, + "IoU": 0.4539170638106463, + "TN": 73532246, + "TP": 159442, + "n_pred": 323169, + "n_ref": 187531 + }, + "4": { + "Dice": 0.0, + "FN": 47888, + "FP": 49910, + "IoU": 0.0, + "TN": 73785706, + "TP": 0, + "n_pred": 49910, + "n_ref": 47888 + }, + "5": { + "Dice": 0.4904011390975598, + "FN": 10134, + "FP": 245, + "IoU": 0.32485526572562284, + "TN": 73868131, + "TP": 4994, + "n_pred": 5239, + "n_ref": 15128 + }, + "6": { + "Dice": 0.6741917403990859, + "FN": 341461, + "FP": 972872, + "IoU": 0.508513757941157, + "TN": 71209303, + "TP": 1359868, + "n_pred": 2332740, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.07217437645154712, + "FN": 161629, + "FP": 120417, + "IoU": 0.03743822862915336, + "TN": 73590488, + "TP": 10970, + "n_pred": 131387, + "n_ref": 172599 + }, + "8": { + "Dice": 0.7685639494350245, + "FN": 21020, + "FP": 14168, + "IoU": 0.6241200662287026, + "TN": 73789889, + "TP": 58427, + "n_pred": 72595, + "n_ref": 79447 + }, + "9": { + "Dice": 0.7297790196663965, + "FN": 21754, + "FP": 28920, + "IoU": 0.5745291811151879, + "TN": 73764403, + "TP": 68427, + "n_pred": 97347, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9181537514123983, + "FN": 20356, + "FP": 9415, + "IoU": 0.8486915332110166, + "TN": 69299019, + "TP": 166986, + "n_pred": 176401, + "n_ref": 187342 + }, + "10": { + "Dice": 0.5982119068060038, + "FN": 27059, + "FP": 27229, + "IoU": 0.42674917108403204, + "TN": 69401074, + "TP": 40414, + "n_pred": 67643, + "n_ref": 67473 + }, + "11": { + "Dice": 0.7542178431637198, + "FN": 667, + "FP": 1154, + "IoU": 0.6054171180931744, + "TN": 69491161, + "TP": 2794, + "n_pred": 3948, + "n_ref": 3461 + }, + "12": { + "Dice": 0.5111510791366907, + "FN": 1731, + "FP": 987, + "IoU": 0.3433196424257067, + "TN": 69491637, + "TP": 1421, + "n_pred": 2408, + "n_ref": 3152 + }, + "13": { + "Dice": 0.6275877758398423, + "FN": 36438, + "FP": 12672, + "IoU": 0.4572880981323903, + "TN": 69405286, + "TP": 41380, + "n_pred": 54052, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9246191047905711, + "FN": 14337, + "FP": 7952, + "IoU": 0.8598061476724512, + "TN": 69336789, + "TP": 136698, + "n_pred": 144650, + "n_ref": 151035 + }, + "15": { + "Dice": 0.6959048913797409, + "FN": 43831, + "FP": 11, + "IoU": 0.53363047432638, + "TN": 69401769, + "TP": 50165, + "n_pred": 50176, + "n_ref": 93996 + }, + "2": { + "Dice": 0.6306120379067501, + "FN": 78649, + "FP": 5116, + "IoU": 0.4605064856439916, + "TN": 69340510, + "TP": 71501, + "n_pred": 76617, + "n_ref": 150150 + }, + "3": { + "Dice": 0.7992887437874393, + "FN": 8049, + "FP": 74577, + "IoU": 0.6656793959845597, + "TN": 69248630, + "TP": 164520, + "n_pred": 239097, + "n_ref": 172569 + }, + "4": { + "Dice": 0.4679667699239651, + "FN": 17178, + "FP": 28164, + "IoU": 0.30545471255916545, + "TN": 69430493, + "TP": 19941, + "n_pred": 48105, + "n_ref": 37119 + }, + "5": { + "Dice": 0.8341147706026176, + "FN": 4594, + "FP": 1173, + "IoU": 0.7154347182473108, + "TN": 69475510, + "TP": 14499, + "n_pred": 15672, + "n_ref": 19093 + }, + "6": { + "Dice": 0.9265491258594811, + "FN": 100246, + "FP": 113702, + "IoU": 0.8631500035819918, + "TN": 67932400, + "TP": 1349428, + "n_pred": 1463130, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.8119472612226962, + "FN": 70017, + "FP": 42532, + "IoU": 0.6834269512802266, + "TN": 69140253, + "TP": 242974, + "n_pred": 285506, + "n_ref": 312991 + }, + "8": { + "Dice": 0.7892457893610366, + "FN": 16778, + "FP": 21625, + "IoU": 0.6518629317378297, + "TN": 69385466, + "TP": 71907, + "n_pred": 93532, + "n_ref": 88685 + }, + "9": { + "Dice": 0.7621410346119322, + "FN": 26454, + "FP": 7199, + "IoU": 0.6156929471953225, + "TN": 69408208, + "TP": 53915, + "n_pred": 61114, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.795496086513428, + "FN": 9609, + "FP": 89521, + "IoU": 0.660434621761232, + "TN": 50541620, + "TP": 192802, + "n_pred": 282323, + "n_ref": 202411 + }, + "10": { + "Dice": 0.7452258326310204, + "FN": 16153, + "FP": 24658, + "IoU": 0.5939123166630181, + "TN": 50733054, + "TP": 59687, + "n_pred": 84345, + "n_ref": 75840 + }, + "11": { + "Dice": 0.8618718919320122, + "FN": 923, + "FP": 938, + "IoU": 0.7572714229816095, + "TN": 50825885, + "TP": 5806, + "n_pred": 6744, + "n_ref": 6729 + }, + "12": { + "Dice": 0.4591053936032102, + "FN": 4354, + "FP": 229, + "IoU": 0.29794730392156865, + "TN": 50827024, + "TP": 1945, + "n_pred": 2174, + "n_ref": 6299 + }, + "13": { + "Dice": 0.4216504212787048, + "FN": 27845, + "FP": 28167, + "IoU": 0.2671464084783462, + "TN": 50757122, + "TP": 20418, + "n_pred": 48585, + "n_ref": 48263 + }, + "14": { + "Dice": 0.43204955082436464, + "FN": 24021, + "FP": 46218, + "IoU": 0.27555051312464546, + "TN": 50736597, + "TP": 26716, + "n_pred": 72934, + "n_ref": 50737 + }, + "15": { + "Dice": 0.015254646391503741, + "FN": 34440, + "FP": 6358, + "IoU": 0.007685946392956171, + "TN": 50792438, + "TP": 316, + "n_pred": 6674, + "n_ref": 34756 + }, + "2": { + "Dice": 0.6704179063600941, + "FN": 104362, + "FP": 1538, + "IoU": 0.5042320512340361, + "TN": 50619944, + "TP": 107708, + "n_pred": 109246, + "n_ref": 212070 + }, + "3": { + "Dice": 0.7791873469526008, + "FN": 7603, + "FP": 103220, + "IoU": 0.6382530071322485, + "TN": 50527197, + "TP": 195532, + "n_pred": 298752, + "n_ref": 203135 + }, + "4": { + "Dice": 0.7995645935381723, + "FN": 1805, + "FP": 6297, + "IoU": 0.666062154809991, + "TN": 50809290, + "TP": 16160, + "n_pred": 22457, + "n_ref": 17965 + }, + "5": { + "Dice": 0.8537009544008484, + "FN": 2781, + "FP": 668, + "IoU": 0.7447454114860864, + "TN": 50820040, + "TP": 10063, + "n_pred": 10731, + "n_ref": 12844 + }, + "6": { + "Dice": 0.8915526515636483, + "FN": 163012, + "FP": 331658, + "IoU": 0.8043256658255628, + "TN": 48305525, + "TP": 2033357, + "n_pred": 2365015, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.5629955696382661, + "FN": 80001, + "FP": 150320, + "IoU": 0.3917841571974448, + "TN": 50454869, + "TP": 148362, + "n_pred": 298682, + "n_ref": 228363 + }, + "8": { + "Dice": 0.9204459367653456, + "FN": 8761, + "FP": 7516, + "IoU": 0.8526168055052518, + "TN": 50723112, + "TP": 94163, + "n_pred": 101679, + "n_ref": 102924 + }, + "9": { + "Dice": 0.7731428542643703, + "FN": 38377, + "FP": 6658, + "IoU": 0.630181644987518, + "TN": 50711776, + "TP": 76741, + "n_pred": 83399, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9260439981698344, + "FN": 24737, + "FP": 5166, + "IoU": 0.8622736840165992, + "TN": 76667741, + "TP": 187216, + "n_pred": 192382, + "n_ref": 211953 + }, + "10": { + "Dice": 0.730459085117751, + "FN": 20527, + "FP": 12264, + "IoU": 0.5753726221462517, + "TN": 76807637, + "TP": 44432, + "n_pred": 56696, + "n_ref": 64959 + }, + "11": { + "Dice": 0.7356043575998616, + "FN": 747, + "FP": 782, + "IoU": 0.5817833698030634, + "TN": 76881204, + "TP": 2127, + "n_pred": 2909, + "n_ref": 2874 + }, + "12": { + "Dice": 0.5351639114597927, + "FN": 1654, + "FP": 5, + "IoU": 0.3653404743687835, + "TN": 76882246, + "TP": 955, + "n_pred": 960, + "n_ref": 2609 + }, + "13": { + "Dice": 0.5059154929577465, + "FN": 24823, + "FP": 10257, + "IoU": 0.33861236802413275, + "TN": 76831820, + "TP": 17960, + "n_pred": 28217, + "n_ref": 42783 + }, + "14": { + "Dice": 0.8562641148959432, + "FN": 3973, + "FP": 22058, + "IoU": 0.7486554597506928, + "TN": 76781293, + "TP": 77536, + "n_pred": 99594, + "n_ref": 81509 + }, + "15": { + "Dice": 0.539733619379637, + "FN": 24920, + "FP": 825, + "IoU": 0.36961312438785504, + "TN": 76844020, + "TP": 15095, + "n_pred": 15920, + "n_ref": 40015 + }, + "2": { + "Dice": 0.9318426390621578, + "FN": 6047, + "FP": 8267, + "IoU": 0.8723832958881638, + "TN": 76772696, + "TP": 97850, + "n_pred": 106117, + "n_ref": 103897 + }, + "3": { + "Dice": 0.9029852254582937, + "FN": 8056, + "FP": 11144, + "IoU": 0.8231295023674853, + "TN": 76776306, + "TP": 89354, + "n_pred": 100498, + "n_ref": 97410 + }, + "4": { + "Dice": 0.9196628992241956, + "FN": 1529, + "FP": 2551, + "IoU": 0.8512740130499763, + "TN": 76857427, + "TP": 23353, + "n_pred": 25904, + "n_ref": 24882 + }, + "5": { + "Dice": 0.7869909170817463, + "FN": 5011, + "FP": 805, + "IoU": 0.648792270531401, + "TN": 76868300, + "TP": 10744, + "n_pred": 11549, + "n_ref": 15755 + }, + "6": { + "Dice": 0.9537494236420319, + "FN": 22337, + "FP": 85193, + "IoU": 0.9115879553080526, + "TN": 75668623, + "TP": 1108707, + "n_pred": 1193900, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.7115115966053187, + "FN": 35608, + "FP": 66201, + "IoU": 0.5522064418513615, + "TN": 76657503, + "TP": 125548, + "n_pred": 191749, + "n_ref": 161156 + }, + "8": { + "Dice": 0.9393374371025006, + "FN": 3754, + "FP": 5746, + "IoU": 0.8856138322978375, + "TN": 76801808, + "TP": 73552, + "n_pred": 79298, + "n_ref": 77306 + }, + "9": { + "Dice": 0.8539845509359033, + "FN": 21233, + "FP": 2887, + "IoU": 0.7451771715933823, + "TN": 76790206, + "TP": 70534, + "n_pred": 73421, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7689877937111991, + "FN": 33035, + "FP": 21963, + "IoU": 0.6246792597041, + "TN": 130853396, + "TP": 91538, + "n_pred": 113501, + "n_ref": 124573 + }, + "10": { + "Dice": 0.5937862751792421, + "FN": 18431, + "FP": 35110, + "IoU": 0.42225891036224145, + "TN": 130907259, + "TP": 39132, + "n_pred": 74242, + "n_ref": 57563 + }, + "11": { + "Dice": 0.8056260988474312, + "FN": 1444, + "FP": 546, + "IoU": 0.6745175008177953, + "TN": 130993818, + "TP": 4124, + "n_pred": 4670, + "n_ref": 5568 + }, + "12": { + "Dice": 0.2451015318845743, + "FN": 6270, + "FP": 87, + "IoU": 0.13966707267559886, + "TN": 130992543, + "TP": 1032, + "n_pred": 1119, + "n_ref": 7302 + }, + "13": { + "Dice": 0.17465015560730374, + "FN": 70392, + "FP": 5456, + "IoU": 0.09568037389863246, + "TN": 130916059, + "TP": 8025, + "n_pred": 13481, + "n_ref": 78417 + }, + "14": { + "Dice": 0.044341021180561394, + "FN": 923707, + "FP": 42620, + "IoU": 0.022673186716494143, + "TN": 130011187, + "TP": 22418, + "n_pred": 65038, + "n_ref": 946125 + }, + "15": { + "Dice": 0.0, + "FN": 25310, + "FP": 27664, + "IoU": 0.0, + "TN": 130946958, + "TP": 0, + "n_pred": 27664, + "n_ref": 25310 + }, + "2": { + "Dice": 0.43384032576155274, + "FN": 157700, + "FP": 1914, + "IoU": 0.2770090003578401, + "TN": 130779163, + "TP": 61155, + "n_pred": 63069, + "n_ref": 218855 + }, + "3": { + "Dice": 0.7496142165908661, + "FN": 25095, + "FP": 147223, + "IoU": 0.5995063495900191, + "TN": 130569668, + "TP": 257946, + "n_pred": 405169, + "n_ref": 283041 + }, + "4": { + "Dice": 0.0, + "FN": 2280, + "FP": 20259, + "IoU": 0.0, + "TN": 130977393, + "TP": 0, + "n_pred": 20259, + "n_ref": 2280 + }, + "5": { + "Dice": 0.3329361138695796, + "FN": 18690, + "FP": 1462, + "IoU": 0.19971407013224257, + "TN": 130974751, + "TP": 5029, + "n_pred": 6491, + "n_ref": 23719 + }, + "6": { + "Dice": 0.8840440412232404, + "FN": 48741, + "FP": 324888, + "IoU": 0.7921854211812029, + "TN": 129202036, + "TP": 1424267, + "n_pred": 1749155, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.2461903757683686, + "FN": 172547, + "FP": 20475, + "IoU": 0.14037462924530822, + "TN": 130775390, + "TP": 31520, + "n_pred": 51995, + "n_ref": 204067 + }, + "8": { + "Dice": 0.9157064383464806, + "FN": 15918, + "FP": 4353, + "IoU": 0.8445189298643923, + "TN": 130869556, + "TP": 110105, + "n_pred": 114458, + "n_ref": 126023 + }, + "9": { + "Dice": 0.7720485670809029, + "FN": 8512, + "FP": 20250, + "IoU": 0.6287289109192064, + "TN": 130922463, + "TP": 48707, + "n_pred": 68957, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.746521630845242, + "FN": 1965, + "FP": 35692, + "IoU": 0.5955600425307972, + "TN": 74333589, + "TP": 55452, + "n_pred": 91144, + "n_ref": 57417 + }, + "10": { + "Dice": 0.6645221541973644, + "FN": 37149, + "FP": 4880, + "IoU": 0.4975912975912976, + "TN": 74343043, + "TP": 41626, + "n_pred": 46506, + "n_ref": 78775 + }, + "11": { + "Dice": 0.7591531755915317, + "FN": 864, + "FP": 103, + "IoU": 0.6118024889602569, + "TN": 74424207, + "TP": 1524, + "n_pred": 1627, + "n_ref": 2388 + }, + "12": { + "Dice": 0.5349243306169965, + "FN": 1538, + "FP": 60, + "IoU": 0.3651172030194676, + "TN": 74424181, + "TP": 919, + "n_pred": 979, + "n_ref": 2457 + }, + "13": { + "Dice": 0.2772278769848996, + "FN": 85528, + "FP": 7281, + "IoU": 0.16091964414870533, + "TN": 74316090, + "TP": 17799, + "n_pred": 25080, + "n_ref": 103327 + }, + "14": { + "Dice": 0.9061404229048632, + "FN": 21916, + "FP": 8947, + "IoU": 0.8283882519100099, + "TN": 74246856, + "TP": 148979, + "n_pred": 157926, + "n_ref": 170895 + }, + "15": { + "Dice": 0.6075777661312698, + "FN": 12364, + "FP": 365, + "IoU": 0.4363459239250764, + "TN": 74404115, + "TP": 9854, + "n_pred": 10219, + "n_ref": 22218 + }, + "2": { + "Dice": 0.8845890896895116, + "FN": 15889, + "FP": 10952, + "IoU": 0.7930611772869203, + "TN": 74296993, + "TP": 102864, + "n_pred": 113816, + "n_ref": 118753 + }, + "3": { + "Dice": 0.8224206930546316, + "FN": 11898, + "FP": 39619, + "IoU": 0.6983994098775261, + "TN": 74255886, + "TP": 119295, + "n_pred": 158914, + "n_ref": 131193 + }, + "4": { + "Dice": 0.716453322618296, + "FN": 11738, + "FP": 3081, + "IoU": 0.5581825228824424, + "TN": 74393157, + "TP": 18722, + "n_pred": 21803, + "n_ref": 30460 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 74426698, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9519390454390424, + "FN": 12575, + "FP": 75778, + "IoU": 0.9082859554078307, + "TN": 73463345, + "TP": 875000, + "n_pred": 950778, + "n_ref": 887575 + }, + "7": { + "Dice": 0.5642827010387647, + "FN": 82963, + "FP": 21356, + "IoU": 0.39303190220458606, + "TN": 74254829, + "TP": 67550, + "n_pred": 88906, + "n_ref": 150513 + }, + "8": { + "Dice": 0.8896871502424986, + "FN": 1499, + "FP": 8850, + "IoU": 0.8012941131292961, + "TN": 74374616, + "TP": 41733, + "n_pred": 50583, + "n_ref": 43232 + }, + "9": { + "Dice": 0.8314365411436541, + "FN": 3965, + "FP": 8121, + "IoU": 0.7115031150788914, + "TN": 74384805, + "TP": 29807, + "n_pred": 37928, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8901782570053494, + "FN": 7691, + "FP": 25054, + "IoU": 0.8020912030461455, + "TN": 106481233, + "TP": 132710, + "n_pred": 157764, + "n_ref": 140401 + }, + "10": { + "Dice": 0.7669769267849067, + "FN": 22174, + "FP": 24717, + "IoU": 0.6220296630662583, + "TN": 106522628, + "TP": 77169, + "n_pred": 101886, + "n_ref": 99343 + }, + "11": { + "Dice": 0.5918895599654875, + "FN": 2250, + "FP": 1061, + "IoU": 0.42034313725490197, + "TN": 106640976, + "TP": 2401, + "n_pred": 3462, + "n_ref": 4651 + }, + "12": { + "Dice": 0.7764609726195342, + "FN": 1670, + "FP": 518, + "IoU": 0.6346025384101537, + "TN": 106640700, + "TP": 3800, + "n_pred": 4318, + "n_ref": 5470 + }, + "13": { + "Dice": 0.36433565108656524, + "FN": 31328, + "FP": 2223, + "IoU": 0.22274475281471529, + "TN": 106603522, + "TP": 9615, + "n_pred": 11838, + "n_ref": 40943 + }, + "14": { + "Dice": 0.9350926514949416, + "FN": 1903, + "FP": 7586, + "IoU": 0.8780976606158708, + "TN": 106568847, + "TP": 68352, + "n_pred": 75938, + "n_ref": 70255 + }, + "15": { + "Dice": 0.6061269146608315, + "FN": 9110, + "FP": 13570, + "IoU": 0.434850863422292, + "TN": 106606557, + "TP": 17451, + "n_pred": 31021, + "n_ref": 26561 + }, + "2": { + "Dice": 0.6830518807983017, + "FN": 47188, + "FP": 82259, + "IoU": 0.5186627102762037, + "TN": 106377756, + "TP": 139485, + "n_pred": 221744, + "n_ref": 186673 + }, + "3": { + "Dice": 0.5095203968910728, + "FN": 86149, + "FP": 37728, + "IoU": 0.34184996280947827, + "TN": 106458468, + "TP": 64343, + "n_pred": 102071, + "n_ref": 150492 + }, + "4": { + "Dice": 0.7378943367540859, + "FN": 376, + "FP": 6520, + "IoU": 0.5846533758959225, + "TN": 106630085, + "TP": 9707, + "n_pred": 16227, + "n_ref": 10083 + }, + "5": { + "Dice": 0.4795761408306272, + "FN": 3039, + "FP": 6, + "IoU": 0.3154226618705036, + "TN": 106642240, + "TP": 1403, + "n_pred": 1409, + "n_ref": 4442 + }, + "6": { + "Dice": 0.9704678622473341, + "FN": 38850, + "FP": 36238, + "IoU": 0.9426299837183698, + "TN": 105337851, + "TP": 1233749, + "n_pred": 1269987, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.7900311919974456, + "FN": 111675, + "FP": 8011, + "IoU": 0.652935172189809, + "TN": 106301836, + "TP": 225166, + "n_pred": 233177, + "n_ref": 336841 + }, + "8": { + "Dice": 0.8396919313787062, + "FN": 7523, + "FP": 16726, + "IoU": 0.723680162266258, + "TN": 106558931, + "TP": 63508, + "n_pred": 80234, + "n_ref": 71031 + }, + "9": { + "Dice": 0.7851298665641645, + "FN": 27892, + "FP": 3412, + "IoU": 0.64626649792081, + "TN": 106558192, + "TP": 57192, + "n_pred": 60604, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8780593402971861, + "FN": 18863, + "FP": 18878, + "IoU": 0.7826254737302877, + "TN": 107953306, + "TP": 135881, + "n_pred": 154759, + "n_ref": 154744 + }, + "10": { + "Dice": 0.8339185373146297, + "FN": 8347, + "FP": 20648, + "IoU": 0.7151460373910737, + "TN": 108025139, + "TP": 72794, + "n_pred": 93442, + "n_ref": 81141 + }, + "11": { + "Dice": 0.7171734927052206, + "FN": 997, + "FP": 612, + "IoU": 0.5590572759660181, + "TN": 108123279, + "TP": 2040, + "n_pred": 2652, + "n_ref": 3037 + }, + "12": { + "Dice": 0.805898055167154, + "FN": 804, + "FP": 723, + "IoU": 0.6748988716201831, + "TN": 108122231, + "TP": 3170, + "n_pred": 3893, + "n_ref": 3974 + }, + "13": { + "Dice": 0.7093327651284549, + "FN": 30816, + "FP": 7380, + "IoU": 0.5495860946675786, + "TN": 108042126, + "TP": 46606, + "n_pred": 53986, + "n_ref": 77422 + }, + "14": { + "Dice": 0.6809294253760123, + "FN": 4580, + "FP": 28514, + "IoU": 0.5162191003844636, + "TN": 108058521, + "TP": 35313, + "n_pred": 63827, + "n_ref": 39893 + }, + "15": { + "Dice": 0.7052958120983824, + "FN": 8133, + "FP": 7827, + "IoU": 0.5447544069827144, + "TN": 108091870, + "TP": 19098, + "n_pred": 26925, + "n_ref": 27231 + }, + "2": { + "Dice": 0.8964736787829117, + "FN": 25229, + "FP": 12919, + "IoU": 0.8123718134735414, + "TN": 107923611, + "TP": 165169, + "n_pred": 178088, + "n_ref": 190398 + }, + "3": { + "Dice": 0.9067031225003273, + "FN": 13204, + "FP": 25286, + "IoU": 0.8293292893819671, + "TN": 107901406, + "TP": 187032, + "n_pred": 212318, + "n_ref": 200236 + }, + "4": { + "Dice": 0.8783518533538811, + "FN": 6236, + "FP": 1263, + "IoU": 0.7830903621427745, + "TN": 108092356, + "TP": 27073, + "n_pred": 28336, + "n_ref": 33309 + }, + "5": { + "Dice": 0.024961793173713703, + "FN": 3828, + "FP": 0, + "IoU": 0.01263863812225948, + "TN": 108123051, + "TP": 49, + "n_pred": 49, + "n_ref": 3877 + }, + "6": { + "Dice": 0.9681513907760515, + "FN": 33313, + "FP": 61828, + "IoU": 0.938268833355502, + "TN": 106585713, + "TP": 1446074, + "n_pred": 1507902, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.6712990630918905, + "FN": 77222, + "FP": 98231, + "IoU": 0.5052296152165024, + "TN": 107772313, + "TP": 179162, + "n_pred": 277393, + "n_ref": 256384 + }, + "8": { + "Dice": 0.9116714681378819, + "FN": 2190, + "FP": 5751, + "IoU": 0.837680389190957, + "TN": 108078006, + "TP": 40981, + "n_pred": 46732, + "n_ref": 43171 + }, + "9": { + "Dice": 0.8625269023507233, + "FN": 10039, + "FP": 6441, + "IoU": 0.7582833423781516, + "TN": 108058749, + "TP": 51699, + "n_pred": 58140, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7020109689213894, + "FN": 49037, + "FP": 15022, + "IoU": 0.5408450704225352, + "TN": 62430645, + "TP": 75456, + "n_pred": 90478, + "n_ref": 124493 + }, + "10": { + "Dice": 0.619521554616686, + "FN": 26373, + "FP": 13882, + "IoU": 0.44877307334173194, + "TN": 62497132, + "TP": 32773, + "n_pred": 46655, + "n_ref": 59146 + }, + "11": { + "Dice": 0.7078651685393258, + "FN": 603, + "FP": 593, + "IoU": 0.5478260869565217, + "TN": 62567515, + "TP": 1449, + "n_pred": 2042, + "n_ref": 2052 + }, + "12": { + "Dice": 0.40867302688638335, + "FN": 3089, + "FP": 320, + "IoU": 0.2568127316328755, + "TN": 62565573, + "TP": 1178, + "n_pred": 1498, + "n_ref": 4267 + }, + "13": { + "Dice": 0.7528146175547763, + "FN": 13157, + "FP": 5593, + "IoU": 0.6036108409792398, + "TN": 62522858, + "TP": 28552, + "n_pred": 34145, + "n_ref": 41709 + }, + "14": { + "Dice": 0.784805579976123, + "FN": 125013, + "FP": 803, + "IoU": 0.6458271755071937, + "TN": 62214921, + "TP": 229423, + "n_pred": 230226, + "n_ref": 354436 + }, + "15": { + "Dice": 0.6183579519336979, + "FN": 46274, + "FP": 9353, + "IoU": 0.4475529336988043, + "TN": 62469468, + "TP": 45065, + "n_pred": 54418, + "n_ref": 91339 + }, + "2": { + "Dice": 0.6893721602330221, + "FN": 76130, + "FP": 5772, + "IoU": 0.5259862024261506, + "TN": 62397376, + "TP": 90882, + "n_pred": 96654, + "n_ref": 167012 + }, + "3": { + "Dice": 0.825980544574246, + "FN": 14215, + "FP": 64139, + "IoU": 0.7035492817065004, + "TN": 62305853, + "TP": 185953, + "n_pred": 250092, + "n_ref": 200168 + }, + "4": { + "Dice": 0.8976611072732655, + "FN": 740, + "FP": 4445, + "IoU": 0.8143240823634736, + "TN": 62542235, + "TP": 22740, + "n_pred": 27185, + "n_ref": 23480 + }, + "5": { + "Dice": 0.5517584605175846, + "FN": 4849, + "FP": 555, + "IoU": 0.38098510882016035, + "TN": 62561430, + "TP": 3326, + "n_pred": 3881, + "n_ref": 8175 + }, + "6": { + "Dice": 0.9582690561075791, + "FN": 43736, + "FP": 79402, + "IoU": 0.9198815315277215, + "TN": 61033211, + "TP": 1413811, + "n_pred": 1493213, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.6906815179841496, + "FN": 78634, + "FP": 18784, + "IoU": 0.5275122343959918, + "TN": 62363979, + "TP": 108763, + "n_pred": 127547, + "n_ref": 187397 + }, + "8": { + "Dice": 0.9305578569455951, + "FN": 2733, + "FP": 7325, + "IoU": 0.8701338945628736, + "TN": 62492711, + "TP": 67391, + "n_pred": 74716, + "n_ref": 70124 + }, + "9": { + "Dice": 0.8593266535398703, + "FN": 5299, + "FP": 9204, + "IoU": 0.7533503401360544, + "TN": 62511360, + "TP": 44297, + "n_pred": 53501, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6232422373846098, + "FN": 152599, + "FP": 2288, + "IoU": 0.45268837722087946, + "TN": 55098252, + "TP": 128109, + "n_pred": 130397, + "n_ref": 280708 + }, + "10": { + "Dice": 0.8142391071586028, + "FN": 11929, + "FP": 17565, + "IoU": 0.6866806892302463, + "TN": 55287114, + "TP": 64640, + "n_pred": 82205, + "n_ref": 76569 + }, + "11": { + "Dice": 0.7448667044809983, + "FN": 1044, + "FP": 1205, + "IoU": 0.5934562545191613, + "TN": 55375716, + "TP": 3283, + "n_pred": 4488, + "n_ref": 4327 + }, + "12": { + "Dice": 0.24120234604105573, + "FN": 4070, + "FP": 70, + "IoU": 0.13714047519799916, + "TN": 55376450, + "TP": 658, + "n_pred": 728, + "n_ref": 4728 + }, + "13": { + "Dice": 0.5386419126356757, + "FN": 32589, + "FP": 5581, + "IoU": 0.3685899556673063, + "TN": 55320796, + "TP": 22282, + "n_pred": 27863, + "n_ref": 54871 + }, + "14": { + "Dice": 0.7649440239156676, + "FN": 7419, + "FP": 46520, + "IoU": 0.6193598012787038, + "TN": 55239542, + "TP": 87767, + "n_pred": 134287, + "n_ref": 95186 + }, + "15": { + "Dice": 0.8288952881383156, + "FN": 15610, + "FP": 14218, + "IoU": 0.7077892179433173, + "TN": 55279171, + "TP": 72249, + "n_pred": 86467, + "n_ref": 87859 + }, + "2": { + "Dice": 0.8280317953747649, + "FN": 45936, + "FP": 16133, + "IoU": 0.7065309383879982, + "TN": 55169747, + "TP": 149432, + "n_pred": 165565, + "n_ref": 195368 + }, + "3": { + "Dice": 0.8683576501070359, + "FN": 18997, + "FP": 30998, + "IoU": 0.7673428360021779, + "TN": 55166361, + "TP": 164892, + "n_pred": 195890, + "n_ref": 183889 + }, + "4": { + "Dice": 0.7019495539156295, + "FN": 1036, + "FP": 4376, + "IoU": 0.5407721680101825, + "TN": 55369463, + "TP": 6373, + "n_pred": 10749, + "n_ref": 7409 + }, + "5": { + "Dice": 0.6069676153091266, + "FN": 3166, + "FP": 38, + "IoU": 0.4357168016907362, + "TN": 55375570, + "TP": 2474, + "n_pred": 2512, + "n_ref": 5640 + }, + "6": { + "Dice": 0.930139964869401, + "FN": 47356, + "FP": 170672, + "IoU": 0.8694034119667416, + "TN": 53711771, + "TP": 1451449, + "n_pred": 1622121, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.638828810144584, + "FN": 89006, + "FP": 8516, + "IoU": 0.4693228999450397, + "TN": 55197479, + "TP": 86247, + "n_pred": 94763, + "n_ref": 175253 + }, + "8": { + "Dice": 0.9397048047733696, + "FN": 2167, + "FP": 3593, + "IoU": 0.88626715371705, + "TN": 55330603, + "TP": 44885, + "n_pred": 48478, + "n_ref": 47052 + }, + "9": { + "Dice": 0.8612976887725367, + "FN": 5843, + "FP": 8674, + "IoU": 0.7563852995469038, + "TN": 55321658, + "TP": 45073, + "n_pred": 53747, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5417894608395979, + "FN": 142218, + "FP": 105618, + "IoU": 0.3715440577953479, + "TN": 110752258, + "TP": 146521, + "n_pred": 252139, + "n_ref": 288739 + }, + "10": { + "Dice": 0.7958934555546598, + "FN": 13161, + "FP": 22287, + "IoU": 0.660982584328765, + "TN": 111042054, + "TP": 69113, + "n_pred": 91400, + "n_ref": 82274 + }, + "11": { + "Dice": 0.814621409921671, + "FN": 358, + "FP": 1133, + "IoU": 0.6872246696035242, + "TN": 111141848, + "TP": 3276, + "n_pred": 4409, + "n_ref": 3634 + }, + "12": { + "Dice": 0.7150480256136607, + "FN": 1094, + "FP": 508, + "IoU": 0.5564784053156147, + "TN": 111143003, + "TP": 2010, + "n_pred": 2518, + "n_ref": 3104 + }, + "13": { + "Dice": 0.5597836352708853, + "FN": 29995, + "FP": 21277, + "IoU": 0.3886802351229865, + "TN": 111062744, + "TP": 32599, + "n_pred": 53876, + "n_ref": 62594 + }, + "14": { + "Dice": 0.8007940749790028, + "FN": 9652, + "FP": 6002, + "IoU": 0.6677702788743155, + "TN": 111099497, + "TP": 31464, + "n_pred": 37466, + "n_ref": 41116 + }, + "15": { + "Dice": 0.6657808099639047, + "FN": 8579, + "FP": 8273, + "IoU": 0.4990040728959182, + "TN": 111112978, + "TP": 16785, + "n_pred": 25058, + "n_ref": 25364 + }, + "2": { + "Dice": 0.7321832594678398, + "FN": 22235, + "FP": 75539, + "IoU": 0.5775150588092954, + "TN": 110915189, + "TP": 133652, + "n_pred": 209191, + "n_ref": 155887 + }, + "3": { + "Dice": 0.6031811329639964, + "FN": 133126, + "FP": 13495, + "IoU": 0.4318248752208823, + "TN": 110888559, + "TP": 111435, + "n_pred": 124930, + "n_ref": 244561 + }, + "4": { + "Dice": 0.7927184908411555, + "FN": 1441, + "FP": 7657, + "IoU": 0.6566144555576524, + "TN": 111120120, + "TP": 17397, + "n_pred": 25054, + "n_ref": 18838 + }, + "5": { + "Dice": 0.5259203606311045, + "FN": 3017, + "FP": 138, + "IoU": 0.3567787971457696, + "TN": 111141710, + "TP": 1750, + "n_pred": 1888, + "n_ref": 4767 + }, + "6": { + "Dice": 0.947617306447359, + "FN": 23314, + "FP": 151464, + "IoU": 0.9004493443809739, + "TN": 109390946, + "TP": 1580891, + "n_pred": 1732355, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.314277863948593, + "FN": 290054, + "FP": 96779, + "IoU": 0.18643515276174133, + "TN": 110671136, + "TP": 88646, + "n_pred": 185425, + "n_ref": 378700 + }, + "8": { + "Dice": 0.9234453927887127, + "FN": 6328, + "FP": 5978, + "IoU": 0.8577784968853652, + "TN": 111060088, + "TP": 74221, + "n_pred": 80199, + "n_ref": 80549 + }, + "9": { + "Dice": 0.8750083289705393, + "FN": 9892, + "FP": 3239, + "IoU": 0.7777909397052104, + "TN": 111087522, + "TP": 45962, + "n_pred": 49201, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9447762736385243, + "FN": 19339, + "FP": 2037, + "IoU": 0.8953326674109329, + "TN": 96916797, + "TP": 182852, + "n_pred": 184889, + "n_ref": 202191 + }, + "10": { + "Dice": 0.7909807287196692, + "FN": 18642, + "FP": 10827, + "IoU": 0.6542333505420753, + "TN": 97035797, + "TP": 55759, + "n_pred": 66586, + "n_ref": 74401 + }, + "11": { + "Dice": 0.7885010266940452, + "FN": 1032, + "FP": 513, + "IoU": 0.6508474576271186, + "TN": 97116600, + "TP": 2880, + "n_pred": 3393, + "n_ref": 3912 + }, + "12": { + "Dice": 0.506110119456268, + "FN": 3440, + "FP": 157, + "IoU": 0.33878676470588237, + "TN": 97115585, + "TP": 1843, + "n_pred": 2000, + "n_ref": 5283 + }, + "13": { + "Dice": 0.7422170371810659, + "FN": 17016, + "FP": 6848, + "IoU": 0.5900994520689122, + "TN": 97062806, + "TP": 34355, + "n_pred": 41203, + "n_ref": 51371 + }, + "14": { + "Dice": 0.9218907612887913, + "FN": 9014, + "FP": 12048, + "IoU": 0.8550995837776478, + "TN": 96975670, + "TP": 124293, + "n_pred": 136341, + "n_ref": 133307 + }, + "15": { + "Dice": 0.8500028443953221, + "FN": 16203, + "FP": 2254, + "IoU": 0.7391347363362685, + "TN": 97050272, + "TP": 52296, + "n_pred": 54550, + "n_ref": 68499 + }, + "2": { + "Dice": 0.8247190049288798, + "FN": 32531, + "FP": 24795, + "IoU": 0.7017207020172851, + "TN": 96928836, + "TP": 134863, + "n_pred": 159658, + "n_ref": 167394 + }, + "3": { + "Dice": 0.8340875929195851, + "FN": 56641, + "FP": 8286, + "IoU": 0.7153947310743874, + "TN": 96892895, + "TP": 163203, + "n_pred": 171489, + "n_ref": 219844 + }, + "4": { + "Dice": 0.7203427959292983, + "FN": 422, + "FP": 12631, + "IoU": 0.5629185641575141, + "TN": 97091161, + "TP": 16811, + "n_pred": 29442, + "n_ref": 17233 + }, + "5": { + "Dice": 0.0022450288646568314, + "FN": 12444, + "FP": 0, + "IoU": 0.0011237758869802536, + "TN": 97108567, + "TP": 14, + "n_pred": 14, + "n_ref": 12458 + }, + "6": { + "Dice": 0.954665740409162, + "FN": 34796, + "FP": 112687, + "IoU": 0.9132636108021894, + "TN": 95420666, + "TP": 1552876, + "n_pred": 1665563, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.4401991982039089, + "FN": 222946, + "FP": 41107, + "IoU": 0.28221500956854556, + "TN": 96753153, + "TP": 103819, + "n_pred": 144926, + "n_ref": 326765 + }, + "8": { + "Dice": 0.9096758123241134, + "FN": 14286, + "FP": 2757, + "IoU": 0.8343168230204637, + "TN": 97018160, + "TP": 85822, + "n_pred": 88579, + "n_ref": 100108 + }, + "9": { + "Dice": 0.9113932263506207, + "FN": 11163, + "FP": 5225, + "IoU": 0.8372106883878018, + "TN": 97020355, + "TP": 84282, + "n_pred": 89507, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9612578701899309, + "FN": 13393, + "FP": 1418, + "IoU": 0.9254056830887315, + "TN": 78857851, + "TP": 183743, + "n_pred": 185161, + "n_ref": 197136 + }, + "10": { + "Dice": 0.8004178618223025, + "FN": 25203, + "FP": 8613, + "IoU": 0.6672472324723248, + "TN": 78954780, + "TP": 67809, + "n_pred": 76422, + "n_ref": 93012 + }, + "11": { + "Dice": 0.6610221674876847, + "FN": 862, + "FP": 1340, + "IoU": 0.49367670728903196, + "TN": 79052056, + "TP": 2147, + "n_pred": 3487, + "n_ref": 3009 + }, + "12": { + "Dice": 0.5660377358490566, + "FN": 1459, + "FP": 910, + "IoU": 0.39473684210526316, + "TN": 79052491, + "TP": 1545, + "n_pred": 2455, + "n_ref": 3004 + }, + "13": { + "Dice": 0.5896629675297986, + "FN": 36782, + "FP": 3152, + "IoU": 0.41810074751919796, + "TN": 78987778, + "TP": 28693, + "n_pred": 31845, + "n_ref": 65475 + }, + "14": { + "Dice": 0.5676384621149666, + "FN": 3795, + "FP": 48126, + "IoU": 0.3962955211385517, + "TN": 78970401, + "TP": 34083, + "n_pred": 82209, + "n_ref": 37878 + }, + "15": { + "Dice": 0.5359068816270502, + "FN": 19402, + "FP": 13731, + "IoU": 0.36603333141993377, + "TN": 79004142, + "TP": 19130, + "n_pred": 32861, + "n_ref": 38532 + }, + "2": { + "Dice": 0.8499721738506005, + "FN": 18055, + "FP": 15373, + "IoU": 0.7390883546674992, + "TN": 78928285, + "TP": 94692, + "n_pred": 110065, + "n_ref": 112747 + }, + "3": { + "Dice": 0.8970950980309054, + "FN": 15547, + "FP": 8733, + "IoU": 0.8133929737996972, + "TN": 78926292, + "TP": 105833, + "n_pred": 114566, + "n_ref": 121380 + }, + "4": { + "Dice": 0.5562613048416271, + "FN": 1870, + "FP": 8679, + "IoU": 0.38529223238739, + "TN": 79039244, + "TP": 6612, + "n_pred": 15291, + "n_ref": 8482 + }, + "5": { + "Dice": 0.5171557891663017, + "FN": 3187, + "FP": 120, + "IoU": 0.348759354076408, + "TN": 79051327, + "TP": 1771, + "n_pred": 1891, + "n_ref": 4958 + }, + "6": { + "Dice": 0.9498155069517338, + "FN": 43691, + "FP": 91037, + "IoU": 0.9044272822909418, + "TN": 77646714, + "TP": 1274963, + "n_pred": 1366000, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.6579933122590312, + "FN": 239901, + "FP": 3420, + "IoU": 0.4903055389140025, + "TN": 78579019, + "TP": 234065, + "n_pred": 237485, + "n_ref": 473966 + }, + "8": { + "Dice": 0.9071781249531014, + "FN": 1303, + "FP": 4882, + "IoU": 0.8301244197863166, + "TN": 79019996, + "TP": 30224, + "n_pred": 35106, + "n_ref": 31527 + }, + "9": { + "Dice": 0.8951885301749757, + "FN": 9540, + "FP": 4920, + "IoU": 0.8102636102399916, + "TN": 78980194, + "TP": 61751, + "n_pred": 66671, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9111418811355797, + "FN": 13639, + "FP": 29229, + "IoU": 0.8367865981343994, + "TN": 122449290, + "TP": 219782, + "n_pred": 249011, + "n_ref": 233421 + }, + "10": { + "Dice": 0.7961645446527511, + "FN": 22382, + "FP": 22685, + "IoU": 0.6613566173984265, + "TN": 122578859, + "TP": 88014, + "n_pred": 110699, + "n_ref": 110396 + }, + "11": { + "Dice": 0.744714652327997, + "FN": 1135, + "FP": 954, + "IoU": 0.5932632398753894, + "TN": 122706804, + "TP": 3047, + "n_pred": 4001, + "n_ref": 4182 + }, + "12": { + "Dice": 0.22951701870039015, + "FN": 5437, + "FP": 290, + "IoU": 0.1296352583586626, + "TN": 122705360, + "TP": 853, + "n_pred": 1143, + "n_ref": 6290 + }, + "13": { + "Dice": 0.16255017160141935, + "FN": 46814, + "FP": 25169, + "IoU": 0.08846509389760539, + "TN": 122632971, + "TP": 6986, + "n_pred": 32155, + "n_ref": 53800 + }, + "14": { + "Dice": 0.7295726653513175, + "FN": 12848, + "FP": 57465, + "IoU": 0.5742734318236862, + "TN": 122546780, + "TP": 94847, + "n_pred": 152312, + "n_ref": 107695 + }, + "15": { + "Dice": 0.8470494297398492, + "FN": 11838, + "FP": 2337, + "IoU": 0.7346797439448958, + "TN": 122658514, + "TP": 39251, + "n_pred": 41588, + "n_ref": 51089 + }, + "2": { + "Dice": 0.6830422625088075, + "FN": 59873, + "FP": 11652, + "IoU": 0.5186516188514937, + "TN": 122563347, + "TP": 77068, + "n_pred": 88720, + "n_ref": 136941 + }, + "3": { + "Dice": 0.829395160574482, + "FN": 5723, + "FP": 51937, + "IoU": 0.7085184792004732, + "TN": 122514123, + "TP": 140157, + "n_pred": 192094, + "n_ref": 145880 + }, + "4": { + "Dice": 0.7128953168726319, + "FN": 7903, + "FP": 38469, + "IoU": 0.5538751635496036, + "TN": 122607996, + "TP": 57572, + "n_pred": 96041, + "n_ref": 65475 + }, + "5": { + "Dice": 0.5239584636556988, + "FN": 10927, + "FP": 488, + "IoU": 0.35497541956263773, + "TN": 122694243, + "TP": 6282, + "n_pred": 6770, + "n_ref": 17209 + }, + "6": { + "Dice": 0.9629274793037526, + "FN": 52431, + "FP": 75264, + "IoU": 0.9285054420854609, + "TN": 120925860, + "TP": 1658385, + "n_pred": 1733649, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.38467047390681064, + "FN": 409651, + "FP": 91266, + "IoU": 0.23813746216672496, + "TN": 122054450, + "TP": 156573, + "n_pred": 247839, + "n_ref": 566224 + }, + "8": { + "Dice": 0.9465459226304735, + "FN": 10708, + "FP": 3494, + "IoU": 0.8985165494769336, + "TN": 122571996, + "TP": 125742, + "n_pred": 129236, + "n_ref": 136450 + }, + "9": { + "Dice": 0.8717249922576649, + "FN": 11413, + "FP": 7226, + "IoU": 0.7726174791392183, + "TN": 122629968, + "TP": 63333, + "n_pred": 70559, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/loop_003/summary_cross_val.json b/nnActive_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/loop_003/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..e5d0493a47ebd6ba1418963459b7fed9304eb76d --- /dev/null +++ b/nnActive_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/loop_003/summary_cross_val.json @@ -0,0 +1,17220 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": 0.44500120500157453, + "FN": 845.136507936508, + "FP": 616.4380952380953, + "IoU": 0.3724256725343904, + "TN": 295049.2793650794, + "TP": 3886.8603174603177, + "n_pred": 4503.298412698413, + "n_ref": 4731.996825396825 + }, + "mean": { + "1": { + "Dice": 0.5634129436569332, + "FN": 361.3333333333333, + "FP": 195.95238095238096, + "IoU": 0.4979880026740651, + "TN": 297353.4761904762, + "TP": 2486.9523809523807, + "n_pred": 2682.904761904762, + "n_ref": 2848.285714285714 + }, + "10": { + "Dice": 0.42072295796783443, + "FN": 1089.857142857143, + "FP": 978.9047619047619, + "IoU": 0.32856166018675736, + "TN": 296846.85714285716, + "TP": 1482.095238095238, + "n_pred": 2461.0, + "n_ref": 2571.9523809523807 + }, + "11": { + "Dice": 0.5472462704895922, + "FN": 176.0952380952381, + "FP": 76.0, + "IoU": 0.4351965056377621, + "TN": 299854.14285714284, + "TP": 291.4761904761905, + "n_pred": 367.4761904761905, + "n_ref": 467.57142857142856 + }, + "12": { + "Dice": 0.20216945581152376, + "FN": 184.57142857142858, + "FP": 77.38095238095238, + "IoU": 0.12594542002864853, + "TN": 300080.85714285716, + "TP": 54.904761904761905, + "n_pred": 132.28571428571428, + "n_ref": 239.47619047619048 + }, + "13": { + "Dice": 0.2036506715490967, + "FN": 1675.2857142857142, + "FP": 628.9047619047619, + "IoU": 0.14344929907562018, + "TN": 297515.1904761905, + "TP": 578.3333333333334, + "n_pred": 1207.2380952380952, + "n_ref": 2253.6190476190477 + }, + "14": { + "Dice": 0.4080510474615047, + "FN": 2438.3809523809523, + "FP": 460.57142857142856, + "IoU": 0.3222204068200299, + "TN": 294223.7619047619, + "TP": 3275.0, + "n_pred": 3735.5714285714284, + "n_ref": 5713.380952380952 + }, + "15": { + "Dice": 0.2823570053733061, + "FN": 385.57142857142856, + "FP": 884.952380952381, + "IoU": 0.22412838858740705, + "TN": 298887.95238095237, + "TP": 239.23809523809524, + "n_pred": 1124.1904761904761, + "n_ref": 624.8095238095239 + }, + "2": { + "Dice": 0.33724961979370105, + "FN": 182.23809523809524, + "FP": 1251.952380952381, + "IoU": 0.3147154187314331, + "TN": 297060.71428571426, + "TP": 1902.8095238095239, + "n_pred": 3154.7619047619046, + "n_ref": 2085.0476190476193 + }, + "3": { + "Dice": 0.5499246705765702, + "FN": 1850.6666666666667, + "FP": 600.6666666666666, + "IoU": 0.4880460852038365, + "TN": 286567.95238095237, + "TP": 11378.42857142857, + "n_pred": 11979.095238095239, + "n_ref": 13229.095238095239 + }, + "4": { + "Dice": 0.48918801231446113, + "FN": 218.47619047619048, + "FP": 328.85714285714283, + "IoU": 0.4312076196940536, + "TN": 297801.6666666667, + "TP": 2048.714285714286, + "n_pred": 2377.5714285714284, + "n_ref": 2267.190476190476 + }, + "5": { + "Dice": 0.4093260185095988, + "FN": 545.047619047619, + "FP": 69.38095238095238, + "IoU": 0.28241577019702946, + "TN": 299405.6666666667, + "TP": 377.6190476190476, + "n_pred": 447.0, + "n_ref": 922.6666666666666 + }, + "6": { + "Dice": 0.6931471676233405, + "FN": 1173.8095238095239, + "FP": 1733.3333333333333, + "IoU": 0.6410545754316992, + "TN": 271533.71428571426, + "TP": 25956.85714285714, + "n_pred": 27690.190476190477, + "n_ref": 27130.666666666668 + }, + "7": { + "Dice": 0.32175215729969164, + "FN": 857.1428571428571, + "FP": 913.7142857142857, + "IoU": 0.2802904329896569, + "TN": 296645.90476190473, + "TP": 1980.952380952381, + "n_pred": 2894.6666666666665, + "n_ref": 2838.095238095238 + }, + "8": { + "Dice": 0.6300183443319438, + "FN": 638.5714285714286, + "FP": 350.04761904761904, + "IoU": 0.5760288374398377, + "TN": 295902.4761904762, + "TP": 3506.6190476190477, + "n_pred": 3856.6666666666665, + "n_ref": 4145.190476190476 + }, + "9": { + "Dice": 0.6168017322645201, + "FN": 900.0, + "FP": 695.952380952381, + "IoU": 0.4951366653180193, + "TN": 296058.85714285716, + "TP": 2742.904761904762, + "n_pred": 3438.8571428571427, + "n_ref": 3642.904761904762 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.7894841401231707, + "FN": 2851, + "FP": 328, + "IoU": 0.6521881838074398, + "TN": 516556, + "TP": 5961, + "n_pred": 6289, + "n_ref": 8812 + }, + "10": { + "Dice": 0.30121724778213327, + "FN": 1431, + "FP": 5343, + "IoU": 0.17731357784794755, + "TN": 517462, + "TP": 1460, + "n_pred": 6803, + "n_ref": 2891 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.41784641784641785, + "FN": 960, + "FP": 397, + "IoU": 0.26409978308026033, + "TN": 523852, + "TP": 487, + "n_pred": 884, + "n_ref": 1447 + }, + "13": { + "Dice": 0.0, + "FN": 60, + "FP": 525, + "IoU": 0.0, + "TN": 525111, + "TP": 0, + "n_pred": 525, + "n_ref": 60 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 5410, + "IoU": 0.0, + "TN": 520286, + "TP": 0, + "n_pred": 5410, + "n_ref": 0 + }, + "3": { + "Dice": 0.8954711646273095, + "FN": 8311, + "FP": 2410, + "IoU": 0.8107268329714175, + "TN": 469053, + "TP": 45922, + "n_pred": 48332, + "n_ref": 54233 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 2070, + "IoU": 0.0, + "TN": 523626, + "TP": 0, + "n_pred": 2070, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 27, + "FP": 0, + "IoU": 0.0, + "TN": 525669, + "TP": 0, + "n_pred": 0, + "n_ref": 27 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0019.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0019.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6842517628623661, + "FN": 1077, + "FP": 1341, + "IoU": 0.520047637951568, + "TN": 170194, + "TP": 2620, + "n_pred": 3961, + "n_ref": 3697 + }, + "11": { + "Dice": 0.8036688150718889, + "FN": 481, + "FP": 311, + "IoU": 0.6717778698715292, + "TN": 172819, + "TP": 1621, + "n_pred": 1932, + "n_ref": 2102 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.34623041634207563, + "FN": 6043, + "FP": 1510, + "IoU": 0.20935831675913325, + "TN": 165679, + "TP": 2000, + "n_pred": 3510, + "n_ref": 8043 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9412724306688418, + "FN": 63, + "FP": 441, + "IoU": 0.889060092449923, + "TN": 170689, + "TP": 4039, + "n_pred": 4480, + "n_ref": 4102 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.7597566404511055, + "FN": 2563, + "FP": 2294, + "IoU": 0.6125867432400096, + "TN": 162695, + "TP": 7680, + "n_pred": 9974, + "n_ref": 10243 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9454832932672916, + "FN": 4358, + "FP": 2400, + "IoU": 0.8966034271725826, + "TN": 109872, + "TP": 58602, + "n_pred": 61002, + "n_ref": 62960 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 270, + "IoU": 0.0, + "TN": 174962, + "TP": 0, + "n_pred": 270, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8916382611623112, + "FN": 1355, + "FP": 3795, + "IoU": 0.8044650315134027, + "TN": 148894, + "TP": 21188, + "n_pred": 24983, + "n_ref": 22543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0027.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0027.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 881, + "IoU": 0.0, + "TN": 174351, + "TP": 0, + "n_pred": 881, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9246113094552574, + "FN": 1390, + "FP": 1883, + "IoU": 0.8597926662097327, + "TN": 151888, + "TP": 20071, + "n_pred": 21954, + "n_ref": 21461 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9682998964328041, + "FN": 1688, + "FP": 1281, + "IoU": 0.938547832926274, + "TN": 126918, + "TP": 45345, + "n_pred": 46626, + "n_ref": 47033 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 2829, + "IoU": 0.0, + "TN": 172403, + "TP": 0, + "n_pred": 2829, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 17, + "IoU": 0.0, + "TN": 175215, + "TP": 0, + "n_pred": 17, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0045.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0045.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0067.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0067.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6071676300578035, + "FN": 428, + "FP": 1271, + "IoU": 0.4359229747675963, + "TN": 522684, + "TP": 1313, + "n_pred": 2584, + "n_ref": 1741 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 201, + "IoU": 0.0, + "TN": 525495, + "TP": 0, + "n_pred": 201, + "n_ref": 0 + }, + "14": { + "Dice": 0.6291281996070304, + "FN": 39669, + "FP": 1668, + "IoU": 0.4589256263252965, + "TN": 449298, + "TP": 35061, + "n_pred": 36729, + "n_ref": 74730 + }, + "15": { + "Dice": 0.06912945711532284, + "FN": 5669, + "FP": 8820, + "IoU": 0.035802222665868105, + "TN": 510669, + "TP": 538, + "n_pred": 9358, + "n_ref": 6207 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 16, + "IoU": 0.0, + "TN": 525680, + "TP": 0, + "n_pred": 16, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9712202609363009, + "FN": 1072, + "FP": 278, + "IoU": 0.9440507273405446, + "TN": 501567, + "TP": 22779, + "n_pred": 23057, + "n_ref": 23851 + }, + "7": { + "Dice": 0.9365752646872182, + "FN": 2679, + "FP": 1119, + "IoU": 0.8807160804020101, + "TN": 493856, + "TP": 28042, + "n_pred": 29161, + "n_ref": 30721 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 411, + "IoU": 0.0, + "TN": 525285, + "TP": 0, + "n_pred": 411, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0083.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0083.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.523982008518091, + "FN": 9207, + "FP": 2752, + "IoU": 0.35499703360120816, + "TN": 331923, + "TP": 6582, + "n_pred": 9334, + "n_ref": 15789 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 9631, + "IoU": 0.0, + "TN": 340833, + "TP": 0, + "n_pred": 9631, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 249, + "IoU": 0.0, + "TN": 350215, + "TP": 0, + "n_pred": 249, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0105.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0105.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0118.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0118.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8303439544207639, + "FN": 1590, + "FP": 18, + "IoU": 0.7099043839076312, + "TN": 520153, + "TP": 3935, + "n_pred": 3953, + "n_ref": 5525 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.46887910782275266, + "FN": 17898, + "FP": 1771, + "IoU": 0.3062325843885577, + "TN": 497345, + "TP": 8682, + "n_pred": 10453, + "n_ref": 26580 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 642, + "IoU": 0.0, + "TN": 525054, + "TP": 0, + "n_pred": 642, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.891072162125154, + "FN": 2738, + "FP": 444, + "IoU": 0.8035438661480521, + "TN": 509499, + "TP": 13015, + "n_pred": 13459, + "n_ref": 15753 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 89, + "IoU": 0.0, + "TN": 525607, + "TP": 0, + "n_pred": 89, + "n_ref": 0 + }, + "4": { + "Dice": 0.8222222222222222, + "FN": 24, + "FP": 8, + "IoU": 0.6981132075471698, + "TN": 525590, + "TP": 74, + "n_pred": 82, + "n_ref": 98 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9859862218999275, + "FN": 4109, + "FP": 529, + "IoU": 0.972359787603025, + "TN": 357897, + "TP": 163161, + "n_pred": 163690, + "n_ref": 167270 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0147.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0147.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0156.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0156.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6982995063082831, + "FN": 2149, + "FP": 51, + "IoU": 0.5364517488411293, + "TN": 345718, + "TP": 2546, + "n_pred": 2597, + "n_ref": 4695 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 213, + "IoU": 0.0, + "TN": 350251, + "TP": 0, + "n_pred": 213, + "n_ref": 0 + }, + "12": { + "Dice": 0.44310060472787244, + "FN": 745, + "FP": 268, + "IoU": 0.2846045197740113, + "TN": 349048, + "TP": 403, + "n_pred": 671, + "n_ref": 1148 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 350459, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "3": { + "Dice": 0.45188284518828453, + "FN": 40, + "FP": 91, + "IoU": 0.2918918918918919, + "TN": 350279, + "TP": 54, + "n_pred": 145, + "n_ref": 94 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.5217277143232244, + "FN": 3278, + "FP": 365, + "IoU": 0.3529307282415631, + "TN": 344834, + "TP": 1987, + "n_pred": 2352, + "n_ref": 5265 + }, + "6": { + "Dice": 0.9006740077108701, + "FN": 3973, + "FP": 3189, + "IoU": 0.8192965635565423, + "TN": 310830, + "TP": 32472, + "n_pred": 35661, + "n_ref": 36445 + }, + "7": { + "Dice": 0.44044835093944035, + "FN": 6738, + "FP": 201, + "IoU": 0.28241985522233715, + "TN": 340794, + "TP": 2731, + "n_pred": 2932, + "n_ref": 9469 + }, + "8": { + "Dice": 0.9089031944613142, + "FN": 1156, + "FP": 1844, + "IoU": 0.8330179227429589, + "TN": 332498, + "TP": 14966, + "n_pred": 16810, + "n_ref": 16122 + }, + "9": { + "Dice": 0.6224919912325072, + "FN": 1682, + "FP": 557, + "IoU": 0.45189718482252145, + "TN": 346379, + "TP": 1846, + "n_pred": 2403, + "n_ref": 3528 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0160.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0160.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.5087166561646713, + "FN": 4588, + "FP": 90, + "IoU": 0.34112676056338026, + "TN": 168132, + "TP": 2422, + "n_pred": 2512, + "n_ref": 7010 + }, + "6": { + "Dice": 0.8258231332235128, + "FN": 1376, + "FP": 6977, + "IoU": 0.703320902148819, + "TN": 147077, + "TP": 19802, + "n_pred": 26779, + "n_ref": 21178 + }, + "7": { + "Dice": 0.8156690812047274, + "FN": 1816, + "FP": 118, + "IoU": 0.6887172058586835, + "TN": 169019, + "TP": 4279, + "n_pred": 4397, + "n_ref": 6095 + }, + "8": { + "Dice": 0.9558425953739862, + "FN": 752, + "FP": 1012, + "IoU": 0.9154200230149597, + "TN": 154376, + "TP": 19092, + "n_pred": 20104, + "n_ref": 19844 + }, + "9": { + "Dice": 0.5687341614390761, + "FN": 10337, + "FP": 44, + "IoU": 0.39736444908858704, + "TN": 158006, + "TP": 6845, + "n_pred": 6889, + "n_ref": 17182 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0166.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0166.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.5632010557074182, + "FN": 9228, + "FP": 40, + "IoU": 0.39198320540576004, + "TN": 159989, + "TP": 5975, + "n_pred": 6015, + "n_ref": 15203 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.14990025648332858, + "FN": 2108, + "FP": 875, + "IoU": 0.08102279728897104, + "TN": 171986, + "TP": 263, + "n_pred": 1138, + "n_ref": 2371 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 899, + "IoU": 0.0, + "TN": 174333, + "TP": 0, + "n_pred": 899, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 8194, + "IoU": 0.0, + "TN": 167038, + "TP": 0, + "n_pred": 8194, + "n_ref": 0 + }, + "3": { + "Dice": 0.8231109370665883, + "FN": 6516, + "FP": 4325, + "IoU": 0.6993955190771961, + "TN": 139168, + "TP": 25223, + "n_pred": 29548, + "n_ref": 31739 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.48202137998056366, + "FN": 802, + "FP": 4528, + "IoU": 0.3175416133162612, + "TN": 167422, + "TP": 2480, + "n_pred": 7008, + "n_ref": 3282 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 478, + "IoU": 0.0, + "TN": 174754, + "TP": 0, + "n_pred": 478, + "n_ref": 0 + }, + "8": { + "Dice": 0.9459230116485381, + "FN": 403, + "FP": 298, + "IoU": 0.8973946135831382, + "TN": 168400, + "TP": 6131, + "n_pred": 6429, + "n_ref": 6534 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0173.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0173.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9168785722617521, + "FN": 1477, + "FP": 2086, + "IoU": 0.8465150340311881, + "TN": 327250, + "TP": 19651, + "n_pred": 21737, + "n_ref": 21128 + }, + "10": { + "Dice": 0.7985567263930461, + "FN": 2065, + "FP": 2848, + "IoU": 0.6646645280185652, + "TN": 335813, + "TP": 9738, + "n_pred": 12586, + "n_ref": 11803 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 63, + "FP": 0, + "IoU": 0.0, + "TN": 350401, + "TP": 0, + "n_pred": 0, + "n_ref": 63 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 6175, + "IoU": 0.0, + "TN": 344289, + "TP": 0, + "n_pred": 6175, + "n_ref": 0 + }, + "3": { + "Dice": 0.8951445305119969, + "FN": 16323, + "FP": 1437, + "IoU": 0.8101915184678523, + "TN": 256896, + "TP": 75808, + "n_pred": 77245, + "n_ref": 92131 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 229, + "IoU": 0.0, + "TN": 350235, + "TP": 0, + "n_pred": 229, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0190.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0190.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.015011851461680274, + "FN": 6230, + "FP": 1250, + "IoU": 0.007562690725752952, + "TN": 342927, + "TP": 57, + "n_pred": 1307, + "n_ref": 6287 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.08934652180963192, + "FN": 11150, + "FP": 82, + "IoU": 0.04676228464737334, + "TN": 338681, + "TP": 551, + "n_pred": 633, + "n_ref": 11701 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 20, + "IoU": 0.0, + "TN": 350444, + "TP": 0, + "n_pred": 20, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 110, + "IoU": 0.0, + "TN": 350354, + "TP": 0, + "n_pred": 110, + "n_ref": 0 + }, + "8": { + "Dice": 0.892810990954227, + "FN": 9, + "FP": 3143, + "IoU": 0.8063763130413416, + "TN": 334185, + "TP": 13127, + "n_pred": 16270, + "n_ref": 13136 + }, + "9": { + "Dice": 0.7089148748899786, + "FN": 175, + "FP": 2140, + "IoU": 0.5490845344760421, + "TN": 345330, + "TP": 2819, + "n_pred": 4959, + "n_ref": 2994 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0192.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8871450291824022, + "FN": 2330, + "FP": 4573, + "IoU": 0.7971793741736448, + "TN": 141197, + "TP": 27132, + "n_pred": 31705, + "n_ref": 29462 + }, + "15": { + "Dice": 0.7779415590045955, + "FN": 2428, + "FP": 133, + "IoU": 0.6365829430963531, + "TN": 168185, + "TP": 4486, + "n_pred": 4619, + "n_ref": 6914 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0237.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0237.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 178, + "FP": 0, + "IoU": 0.0, + "TN": 350286, + "TP": 0, + "n_pred": 0, + "n_ref": 178 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 5396, + "IoU": 0.0, + "TN": 345068, + "TP": 0, + "n_pred": 5396, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 6091, + "IoU": 0.0, + "TN": 344373, + "TP": 0, + "n_pred": 6091, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 37, + "IoU": 0.0, + "TN": 350427, + "TP": 0, + "n_pred": 37, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6068597035504998, + "FN": 3580, + "FP": 982, + "IoU": 0.43560559198317456, + "TN": 342381, + "TP": 3521, + "n_pred": 4503, + "n_ref": 7101 + }, + "6": { + "Dice": 0.7128155291420597, + "FN": 1940, + "FP": 9585, + "IoU": 0.553778844664705, + "TN": 324636, + "TP": 14303, + "n_pred": 23888, + "n_ref": 16243 + }, + "7": { + "Dice": 0.06905890318212593, + "FN": 6523, + "FP": 3102, + "IoU": 0.03576437587657784, + "TN": 340482, + "TP": 357, + "n_pred": 3459, + "n_ref": 6880 + }, + "8": { + "Dice": 0.7706976005085016, + "FN": 10954, + "FP": 590, + "IoU": 0.6269389865563598, + "TN": 319520, + "TP": 19400, + "n_pred": 19990, + "n_ref": 30354 + }, + "9": { + "Dice": 0.6448275862068965, + "FN": 3912, + "FP": 4946, + "IoU": 0.4758269720101781, + "TN": 333565, + "TP": 8041, + "n_pred": 12987, + "n_ref": 11953 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0245.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0245.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 175224, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "11": { + "Dice": 0.6204415777722649, + "FN": 2534, + "FP": 526, + "IoU": 0.449739255529581, + "TN": 169671, + "TP": 2501, + "n_pred": 3027, + "n_ref": 5035 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.755056179775281, + "FN": 24, + "FP": 521, + "IoU": 0.6064981949458483, + "TN": 173847, + "TP": 840, + "n_pred": 1361, + "n_ref": 864 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9481827388320018, + "FN": 324, + "FP": 1518, + "IoU": 0.9014709815458679, + "TN": 156537, + "TP": 16853, + "n_pred": 18371, + "n_ref": 17177 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 16, + "IoU": 0.0, + "TN": 175216, + "TP": 0, + "n_pred": 16, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 175231, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9552294078665263, + "FN": 1951, + "FP": 2643, + "IoU": 0.9142958416506539, + "TN": 121629, + "TP": 49009, + "n_pred": 51652, + "n_ref": 50960 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 15, + "FP": 0, + "IoU": 0.0, + "TN": 175217, + "TP": 0, + "n_pred": 0, + "n_ref": 15 + }, + "9": { + "Dice": 0.8810052509208705, + "FN": 1439, + "FP": 3116, + "IoU": 0.7873184853154036, + "TN": 153815, + "TP": 16862, + "n_pred": 19978, + "n_ref": 18301 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0264.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0264.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.7648746891142146, + "FN": 683, + "FP": 546, + "IoU": 0.619268897149938, + "TN": 347236, + "TP": 1999, + "n_pred": 2545, + "n_ref": 2682 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9292184861047137, + "FN": 702, + "FP": 220, + "IoU": 0.8677946659019214, + "TN": 343490, + "TP": 6052, + "n_pred": 6272, + "n_ref": 6754 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 643, + "IoU": 0.0, + "TN": 349821, + "TP": 0, + "n_pred": 643, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9730199024224523, + "FN": 927, + "FP": 1932, + "IoU": 0.9474574090750372, + "TN": 296051, + "TP": 51554, + "n_pred": 53486, + "n_ref": 52481 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.8927536231884058, + "FN": 18, + "FP": 19, + "IoU": 0.806282722513089, + "TN": 350273, + "TP": 154, + "n_pred": 173, + "n_ref": 172 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0268.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0268.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1390, + "IoU": 0.0, + "TN": 349074, + "TP": 0, + "n_pred": 1390, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1380, + "IoU": 0.0, + "TN": 349084, + "TP": 0, + "n_pred": 1380, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 85, + "IoU": 0.0, + "TN": 350379, + "TP": 0, + "n_pred": 85, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1559, + "IoU": 0.0, + "TN": 348905, + "TP": 0, + "n_pred": 1559, + "n_ref": 0 + }, + "3": { + "Dice": 0.9429689012819024, + "FN": 4223, + "FP": 3140, + "IoU": 0.8920919189846704, + "TN": 282230, + "TP": 60871, + "n_pred": 64011, + "n_ref": 65094 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.933252427184466, + "FN": 76, + "FP": 34, + "IoU": 0.8748577929465301, + "TN": 349585, + "TP": 769, + "n_pred": 803, + "n_ref": 845 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0272.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0272.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5806451612903226, + "FN": 6, + "FP": 98, + "IoU": 0.4090909090909091, + "TN": 175056, + "TP": 72, + "n_pred": 170, + "n_ref": 78 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9177259140726427, + "FN": 611, + "FP": 2114, + "IoU": 0.8479607208614629, + "TN": 157309, + "TP": 15198, + "n_pred": 17312, + "n_ref": 15809 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9834873138444568, + "FN": 2454, + "FP": 420, + "IoU": 0.9675111065893445, + "TN": 86771, + "TP": 85587, + "n_pred": 86007, + "n_ref": 88041 + }, + "7": { + "Dice": 0.955769972983404, + "FN": 244, + "FP": 329, + "IoU": 0.9152868125369604, + "TN": 168468, + "TP": 6191, + "n_pred": 6520, + "n_ref": 6435 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0391.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0391.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9758154432483934, + "FN": 933, + "FP": 260, + "IoU": 0.9527730493646333, + "TN": 325203, + "TP": 24068, + "n_pred": 24328, + "n_ref": 25001 + }, + "10": { + "Dice": 0.8282023089609676, + "FN": 838, + "FP": 1662, + "IoU": 0.7067792634295097, + "TN": 341938, + "TP": 6026, + "n_pred": 7688, + "n_ref": 6864 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 628, + "IoU": 0.0, + "TN": 349836, + "TP": 0, + "n_pred": 628, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 2076, + "IoU": 0.0, + "TN": 348388, + "TP": 0, + "n_pred": 2076, + "n_ref": 0 + }, + "3": { + "Dice": 0.9407436565130504, + "FN": 3451, + "FP": 463, + "IoU": 0.8881170854415001, + "TN": 315481, + "TP": 31069, + "n_pred": 31532, + "n_ref": 34520 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 590, + "IoU": 0.0, + "TN": 349874, + "TP": 0, + "n_pred": 590, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 339, + "IoU": 0.0, + "TN": 350125, + "TP": 0, + "n_pred": 339, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 10632, + "IoU": 0.0, + "TN": 339832, + "TP": 0, + "n_pred": 10632, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0401.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0401.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": 0.4367860902248892, + "FN": 417.1047619047619, + "FP": 531.2857142857142, + "IoU": 0.3639280074797302, + "TN": 246708.073015873, + "TP": 2674.965079365079, + "n_pred": 3206.250793650793, + "n_ref": 3092.069841269841 + }, + "mean": { + "1": { + "Dice": 0.4149277394961831, + "FN": 948.047619047619, + "FP": 465.2857142857143, + "IoU": 0.35401655391027553, + "TN": 246040.42857142858, + "TP": 2877.6666666666665, + "n_pred": 3342.9523809523807, + "n_ref": 3825.714285714286 + }, + "10": { + "Dice": 0.3658636780715916, + "FN": 293.2857142857143, + "FP": 280.3333333333333, + "IoU": 0.29166669906795595, + "TN": 249172.61904761905, + "TP": 585.1904761904761, + "n_pred": 865.5238095238095, + "n_ref": 878.4761904761905 + }, + "11": { + "Dice": 0.5204732738120912, + "FN": 66.0, + "FP": 178.66666666666666, + "IoU": 0.40275683492268544, + "TN": 249801.52380952382, + "TP": 285.23809523809524, + "n_pred": 463.9047619047619, + "n_ref": 351.23809523809524 + }, + "12": { + "Dice": 0.353887399463807, + "FN": 6.761904761904762, + "FP": 3.6666666666666665, + "IoU": 0.27385892116182575, + "TN": 250308.42857142858, + "TP": 12.571428571428571, + "n_pred": 16.238095238095237, + "n_ref": 19.333333333333332 + }, + "13": { + "Dice": 0.09035002126500039, + "FN": 281.3333333333333, + "FP": 109.19047619047619, + "IoU": 0.05127142528731017, + "TN": 249893.61904761905, + "TP": 47.285714285714285, + "n_pred": 156.47619047619048, + "n_ref": 328.6190476190476 + }, + "14": { + "Dice": 0.3793153052839627, + "FN": 279.5238095238095, + "FP": 1084.1904761904761, + "IoU": 0.29514087562427493, + "TN": 248287.47619047618, + "TP": 680.2380952380952, + "n_pred": 1764.4285714285713, + "n_ref": 959.7619047619048 + }, + "15": { + "Dice": 0.22733418913136502, + "FN": 536.7142857142857, + "FP": 225.76190476190476, + "IoU": 0.1724845462573373, + "TN": 248936.47619047618, + "TP": 632.4761904761905, + "n_pred": 858.2380952380952, + "n_ref": 1169.1904761904761 + }, + "2": { + "Dice": 0.8451206323084461, + "FN": 875.6666666666666, + "FP": 173.47619047619048, + "IoU": 0.7349332439195156, + "TN": 246287.0, + "TP": 2995.285714285714, + "n_pred": 3168.7619047619046, + "n_ref": 3870.9523809523807 + }, + "3": { + "Dice": 0.5513731212042738, + "FN": 269.76190476190476, + "FP": 1406.0, + "IoU": 0.5134457451357713, + "TN": 243999.04761904763, + "TP": 4656.619047619048, + "n_pred": 6062.619047619048, + "n_ref": 4926.380952380952 + }, + "4": { + "Dice": 0.4030896607081438, + "FN": 753.4285714285714, + "FP": 61.04761904761905, + "IoU": 0.3407529168844964, + "TN": 247913.61904761905, + "TP": 1603.3333333333333, + "n_pred": 1664.3809523809523, + "n_ref": 2356.7619047619046 + }, + "5": { + "Dice": 0.16537338802054466, + "FN": 160.61904761904762, + "FP": 92.47619047619048, + "IoU": 0.10909723074405858, + "TN": 249987.2857142857, + "TP": 91.04761904761905, + "n_pred": 183.52380952380952, + "n_ref": 251.66666666666666 + }, + "6": { + "Dice": 0.6920766128586182, + "FN": 725.2380952380952, + "FP": 2905.4761904761904, + "IoU": 0.6471473357294508, + "TN": 225432.80952380953, + "TP": 21267.904761904763, + "n_pred": 24173.380952380954, + "n_ref": 21993.14285714286 + }, + "7": { + "Dice": 0.267746930563649, + "FN": 242.42857142857142, + "FP": 200.28571428571428, + "IoU": 0.18680761908502144, + "TN": 249682.19047619047, + "TP": 206.52380952380952, + "n_pred": 406.8095238095238, + "n_ref": 448.95238095238096 + }, + "8": { + "Dice": 0.6358741972554369, + "FN": 251.28571428571428, + "FP": 141.66666666666666, + "IoU": 0.5653105509243318, + "TN": 247700.57142857142, + "TP": 2237.904761904762, + "n_pred": 2379.5714285714284, + "n_ref": 2489.190476190476 + }, + "9": { + "Dice": 0.6389852039302238, + "FN": 566.4761904761905, + "FP": 641.7619047619048, + "IoU": 0.5202296135416419, + "TN": 247178.0, + "TP": 1945.1904761904761, + "n_pred": 2586.9523809523807, + "n_ref": 2511.6666666666665 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.7446775922805943, + "FN": 9412, + "FP": 590, + "IoU": 0.5932162030258663, + "TN": 150644, + "TP": 14586, + "n_pred": 15176, + "n_ref": 23998 + }, + "10": { + "Dice": 0.6153102336825141, + "FN": 4394, + "FP": 380, + "IoU": 0.444366852886406, + "TN": 166640, + "TP": 3818, + "n_pred": 4198, + "n_ref": 8212 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9660438169051913, + "FN": 486, + "FP": 399, + "IoU": 0.9343179456731483, + "TN": 161758, + "TP": 12589, + "n_pred": 12988, + "n_ref": 13075 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 2132, + "IoU": 0.0, + "TN": 173100, + "TP": 0, + "n_pred": 2132, + "n_ref": 0 + }, + "7": { + "Dice": 0.3842682140554481, + "FN": 1795, + "FP": 2980, + "IoU": 0.237829209896249, + "TN": 168967, + "TP": 1490, + "n_pred": 4470, + "n_ref": 3285 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0025.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0025.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 175226, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 204, + "IoU": 0.0, + "TN": 175028, + "TP": 0, + "n_pred": 204, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 655, + "FP": 381, + "IoU": 0.0, + "TN": 174196, + "TP": 0, + "n_pred": 381, + "n_ref": 655 + }, + "6": { + "Dice": 0.9251215830957572, + "FN": 616, + "FP": 4742, + "IoU": 0.8606755597160465, + "TN": 136775, + "TP": 33099, + "n_pred": 37841, + "n_ref": 33715 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 175228, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 1319, + "IoU": 0.0, + "TN": 173913, + "TP": 0, + "n_pred": 1319, + "n_ref": 0 + }, + "9": { + "Dice": 0.8064270980349582, + "FN": 3105, + "FP": 2244, + "IoU": 0.6756412588684737, + "TN": 158741, + "TP": 11142, + "n_pred": 13386, + "n_ref": 14247 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0050.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0050.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0054.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0054.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 934, + "IoU": 0.0, + "TN": 174298, + "TP": 0, + "n_pred": 934, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 3614, + "IoU": 0.0, + "TN": 171618, + "TP": 0, + "n_pred": 3614, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0058.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0058.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0064.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0064.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.7649402390438247, + "FN": 260, + "FP": 802, + "IoU": 0.6193548387096774, + "TN": 347674, + "TP": 1728, + "n_pred": 2530, + "n_ref": 1988 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.5454545454545454, + "FN": 0, + "FP": 20, + "IoU": 0.375, + "TN": 350432, + "TP": 12, + "n_pred": 32, + "n_ref": 12 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8681227634107215, + "FN": 6119, + "FP": 1362, + "IoU": 0.7669760777473212, + "TN": 318360, + "TP": 24623, + "n_pred": 25985, + "n_ref": 30742 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7361992013154803, + "FN": 239, + "FP": 5376, + "IoU": 0.5825278810408921, + "TN": 337014, + "TP": 7835, + "n_pred": 13211, + "n_ref": 8074 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0086.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0086.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 7305, + "IoU": 0.0, + "TN": 343159, + "TP": 0, + "n_pred": 7305, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 6, + "FP": 37, + "IoU": 0.0, + "TN": 350421, + "TP": 0, + "n_pred": 37, + "n_ref": 6 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.707774798927614, + "FN": 142, + "FP": 76, + "IoU": 0.5477178423236515, + "TN": 349982, + "TP": 264, + "n_pred": 340, + "n_ref": 406 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.006872852233676976, + "FN": 3, + "FP": 286, + "IoU": 0.0034482758620689655, + "TN": 350174, + "TP": 1, + "n_pred": 287, + "n_ref": 4 + }, + "6": { + "Dice": 0.772474636082929, + "FN": 333, + "FP": 4825, + "IoU": 0.6292942360212735, + "TN": 336550, + "TP": 8756, + "n_pred": 13581, + "n_ref": 9089 + }, + "7": { + "Dice": 0.5661124307205068, + "FN": 1096, + "FP": 0, + "IoU": 0.39480949751518496, + "TN": 348653, + "TP": 715, + "n_pred": 715, + "n_ref": 1811 + }, + "8": { + "Dice": 0.9295767823832942, + "FN": 1837, + "FP": 1070, + "IoU": 0.868419861494591, + "TN": 328371, + "TP": 19186, + "n_pred": 20256, + "n_ref": 21023 + }, + "9": { + "Dice": 0.7360250121287262, + "FN": 4708, + "FP": 189, + "IoU": 0.5823097918799045, + "TN": 338740, + "TP": 6827, + "n_pred": 7016, + "n_ref": 11535 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0098.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0098.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7867243021466774, + "FN": 1031, + "FP": 1880, + "IoU": 0.6484299516908213, + "TN": 166952, + "TP": 5369, + "n_pred": 7249, + "n_ref": 6400 + }, + "11": { + "Dice": 0.5809622348680807, + "FN": 593, + "FP": 1027, + "IoU": 0.4094057601166606, + "TN": 172489, + "TP": 1123, + "n_pred": 2150, + "n_ref": 1716 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.17682820913670314, + "FN": 4452, + "FP": 287, + "IoU": 0.09698932926829268, + "TN": 169984, + "TP": 509, + "n_pred": 796, + "n_ref": 4961 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8805707446434019, + "FN": 2711, + "FP": 2378, + "IoU": 0.7866247379454927, + "TN": 151382, + "TP": 18761, + "n_pred": 21139, + "n_ref": 21472 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.00030632562413845916, + "FN": 5903, + "FP": 624, + "IoU": 0.00015318627450980392, + "TN": 168704, + "TP": 1, + "n_pred": 625, + "n_ref": 5904 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9078443812291509, + "FN": 383, + "FP": 8623, + "IoU": 0.8312408649702058, + "TN": 121866, + "TP": 44360, + "n_pred": 52983, + "n_ref": 44743 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.6773504273504274, + "FN": 3, + "FP": 299, + "IoU": 0.5121163166397416, + "TN": 174613, + "TP": 317, + "n_pred": 616, + "n_ref": 320 + }, + "9": { + "Dice": 0.715166360481731, + "FN": 1936, + "FP": 5041, + "IoU": 0.5566217590238942, + "TN": 159496, + "TP": 8759, + "n_pred": 13800, + "n_ref": 10695 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0109.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0109.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8974532209264754, + "FN": 10424, + "FP": 49, + "IoU": 0.8139819896627059, + "TN": 294163, + "TP": 45828, + "n_pred": 45877, + "n_ref": 56252 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9579748466504705, + "FN": 419, + "FP": 2712, + "IoU": 0.9193394646675426, + "TN": 311647, + "TP": 35686, + "n_pred": 38398, + "n_ref": 36105 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 5587, + "IoU": 0.0, + "TN": 344877, + "TP": 0, + "n_pred": 5587, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0119.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0119.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8794040388597796, + "FN": 8317, + "FP": 360, + "IoU": 0.7847645979064345, + "TN": 134918, + "TP": 31637, + "n_pred": 31997, + "n_ref": 39954 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9666282787307917, + "FN": 440, + "FP": 7326, + "IoU": 0.9354119711574448, + "TN": 54993, + "TP": 112473, + "n_pred": 119799, + "n_ref": 112913 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0131.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0131.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 245, + "IoU": 0.0, + "TN": 174987, + "TP": 0, + "n_pred": 245, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.489247311827957, + "FN": 2715, + "FP": 1275, + "IoU": 0.3238434163701068, + "TN": 169331, + "TP": 1911, + "n_pred": 3186, + "n_ref": 4626 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 19875, + "IoU": 0.0, + "TN": 155357, + "TP": 0, + "n_pred": 19875, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 61, + "IoU": 0.0, + "TN": 175171, + "TP": 0, + "n_pred": 61, + "n_ref": 0 + }, + "8": { + "Dice": 0.9365695792880259, + "FN": 3437, + "FP": 287, + "IoU": 0.8807060255629945, + "TN": 144015, + "TP": 27493, + "n_pred": 27780, + "n_ref": 30930 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 142, + "IoU": 0.0, + "TN": 175090, + "TP": 0, + "n_pred": 142, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0193.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0193.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8944099378881988, + "FN": 937, + "FP": 219, + "IoU": 0.8089887640449438, + "TN": 169180, + "TP": 4896, + "n_pred": 5115, + "n_ref": 5833 + }, + "15": { + "Dice": 0.682002567394095, + "FN": 11271, + "FP": 1115, + "IoU": 0.5174536387720119, + "TN": 149564, + "TP": 13282, + "n_pred": 14397, + "n_ref": 24553 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0199.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0199.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.793147532600358, + "FN": 728, + "FP": 890, + "IoU": 0.6572033898305085, + "TN": 520976, + "TP": 3102, + "n_pred": 3992, + "n_ref": 3830 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.2749218971882988, + "FN": 1386, + "FP": 1167, + "IoU": 0.15936779716825816, + "TN": 522659, + "TP": 484, + "n_pred": 1651, + "n_ref": 1870 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.732648278348657, + "FN": 1382, + "FP": 101, + "IoU": 0.5780938833570413, + "TN": 522181, + "TP": 2032, + "n_pred": 2133, + "n_ref": 3414 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9839817276931213, + "FN": 1887, + "FP": 2384, + "IoU": 0.9684685349791808, + "TN": 390244, + "TP": 131181, + "n_pred": 133565, + "n_ref": 133068 + }, + "7": { + "Dice": 0.6561009386059393, + "FN": 2200, + "FP": 35, + "IoU": 0.48820700709869475, + "TN": 521329, + "TP": 2132, + "n_pred": 2167, + "n_ref": 4332 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0249.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0249.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0128, + "FN": 261, + "FP": 2824, + "IoU": 0.00644122383252818, + "TN": 347359, + "TP": 20, + "n_pred": 2844, + "n_ref": 281 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0259.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0259.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7929880197322058, + "FN": 11727, + "FP": 23, + "IoU": 0.6569843818420669, + "TN": 316209, + "TP": 22505, + "n_pred": 22528, + "n_ref": 34232 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 10292, + "IoU": 0.0, + "TN": 340172, + "TP": 0, + "n_pred": 10292, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9754156600824215, + "FN": 148, + "FP": 25, + "IoU": 0.9520110957004161, + "TN": 346859, + "TP": 3432, + "n_pred": 3457, + "n_ref": 3580 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0302.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0302.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0336.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0336.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.44391204307706905, + "FN": 4672, + "FP": 18771, + "IoU": 0.28527439024390244, + "TN": 142432, + "TP": 9357, + "n_pred": 28128, + "n_ref": 14029 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 12, + "IoU": 0.0, + "TN": 175220, + "TP": 0, + "n_pred": 12, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0349.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0349.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 70, + "FP": 581, + "IoU": 0.0, + "TN": 349813, + "TP": 0, + "n_pred": 581, + "n_ref": 70 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8008537186012149, + "FN": 1139, + "FP": 74, + "IoU": 0.6678532311062432, + "TN": 346812, + "TP": 2439, + "n_pred": 2513, + "n_ref": 3578 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1008, + "IoU": 0.0, + "TN": 349456, + "TP": 0, + "n_pred": 1008, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9793006211029135, + "FN": 1097, + "FP": 606, + "IoU": 0.9594407926074117, + "TN": 308476, + "TP": 40285, + "n_pred": 40891, + "n_ref": 41382 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0371.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0371.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0379.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0379.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.017580144777662874, + "FN": 73, + "FP": 1827, + "IoU": 0.008868022952529996, + "TN": 348547, + "TP": 17, + "n_pred": 1844, + "n_ref": 90 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 2694, + "IoU": 0.0, + "TN": 347770, + "TP": 0, + "n_pred": 2694, + "n_ref": 0 + }, + "11": { + "Dice": 0.7359906213364595, + "FN": 533, + "FP": 1719, + "IoU": 0.5822667408644037, + "TN": 345073, + "TP": 3139, + "n_pred": 4858, + "n_ref": 3672 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 350463, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 13, + "IoU": 0.0, + "TN": 350451, + "TP": 0, + "n_pred": 13, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9060700462569622, + "FN": 2812, + "FP": 1168, + "IoU": 0.8282706247842596, + "TN": 327288, + "TP": 19196, + "n_pred": 20364, + "n_ref": 22008 + }, + "3": { + "Dice": 0.8328469424657073, + "FN": 4760, + "FP": 15115, + "IoU": 0.713571315338166, + "TN": 281075, + "TP": 49514, + "n_pred": 64629, + "n_ref": 54274 + }, + "4": { + "Dice": 0.0, + "FN": 220, + "FP": 197, + "IoU": 0.0, + "TN": 350047, + "TP": 0, + "n_pred": 197, + "n_ref": 220 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9260297028756133, + "FN": 4207, + "FP": 3528, + "IoU": 0.8622488958541102, + "TN": 294312, + "TP": 48417, + "n_pred": 51945, + "n_ref": 52624 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1126, + "IoU": 0.0, + "TN": 349338, + "TP": 0, + "n_pred": 1126, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8400935516204477, + "FN": 1908, + "FP": 485, + "IoU": 0.7242769904366863, + "TN": 341785, + "TP": 6286, + "n_pred": 6771, + "n_ref": 8194 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0388.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0388.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0400.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0400.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": 0.45935679627267567, + "FN": 1818.0476190476193, + "FP": 534.3079365079366, + "IoU": 0.37386611370294276, + "TN": 253142.0253968254, + "TP": 3181.428571428571, + "n_pred": 3715.7365079365086, + "n_ref": 4999.476190476192 + }, + "mean": { + "1": { + "Dice": 0.39864183027490585, + "FN": 1795.7619047619048, + "FP": 129.38095238095238, + "IoU": 0.3335029082933071, + "TN": 253714.90476190476, + "TP": 3035.7619047619046, + "n_pred": 3165.1428571428573, + "n_ref": 4831.523809523809 + }, + "10": { + "Dice": 0.4915921224776659, + "FN": 3012.0, + "FP": 611.2380952380952, + "IoU": 0.36032489792654443, + "TN": 252235.52380952382, + "TP": 2817.0476190476193, + "n_pred": 3428.285714285714, + "n_ref": 5829.047619047619 + }, + "11": { + "Dice": 0.3331424597311126, + "FN": 101.52380952380952, + "FP": 55.38095238095238, + "IoU": 0.25841853214745003, + "TN": 258314.90476190476, + "TP": 204.0, + "n_pred": 259.3809523809524, + "n_ref": 305.5238095238095 + }, + "12": { + "Dice": 0.2187534231569723, + "FN": 83.66666666666667, + "FP": 41.095238095238095, + "IoU": 0.1627944892801826, + "TN": 258455.95238095237, + "TP": 95.0952380952381, + "n_pred": 136.1904761904762, + "n_ref": 178.76190476190476 + }, + "13": { + "Dice": 0.21549278958647514, + "FN": 3337.904761904762, + "FP": 331.6190476190476, + "IoU": 0.14715182413677869, + "TN": 254097.47619047618, + "TP": 908.8095238095239, + "n_pred": 1240.4285714285713, + "n_ref": 4246.714285714285 + }, + "14": { + "Dice": 0.8304483871334714, + "FN": 1184.5238095238096, + "FP": 380.0952380952381, + "IoU": 0.7236689025496894, + "TN": 251685.0, + "TP": 5426.190476190476, + "n_pred": 5806.285714285715, + "n_ref": 6610.714285714285 + }, + "15": { + "Dice": 0.34629788535888006, + "FN": 4261.714285714285, + "FP": 150.04761904761904, + "IoU": 0.2099730458497042, + "TN": 253142.04761904763, + "TP": 1122.0, + "n_pred": 1272.047619047619, + "n_ref": 5383.714285714285 + }, + "2": { + "Dice": 0.18041185334003013, + "FN": 34.19047619047619, + "FP": 136.71428571428572, + "IoU": 0.16431838975297347, + "TN": 258333.85714285713, + "TP": 171.04761904761904, + "n_pred": 307.76190476190476, + "n_ref": 205.23809523809524 + }, + "3": { + "Dice": 0.6783378383007819, + "FN": 269.7142857142857, + "FP": 140.52380952380952, + "IoU": 0.62055532986392, + "TN": 256264.90476190476, + "TP": 2000.6666666666667, + "n_pred": 2141.190476190476, + "n_ref": 2270.3809523809523 + }, + "4": { + "Dice": 0.6930320592392444, + "FN": 381.5238095238095, + "FP": 741.1428571428571, + "IoU": 0.5959132495648128, + "TN": 254206.0, + "TP": 3347.1428571428573, + "n_pred": 4088.285714285714, + "n_ref": 3728.6666666666665 + }, + "5": { + "Dice": 0.18403722110576554, + "FN": 927.2380952380952, + "FP": 9.285714285714286, + "IoU": 0.1018239977355076, + "TN": 257641.2380952381, + "TP": 98.04761904761905, + "n_pred": 107.33333333333333, + "n_ref": 1025.2857142857142 + }, + "6": { + "Dice": 0.6617416170892579, + "FN": 2569.095238095238, + "FP": 3188.714285714286, + "IoU": 0.594715468778834, + "TN": 233437.2857142857, + "TP": 19480.714285714286, + "n_pred": 22669.428571428572, + "n_ref": 22049.809523809523 + }, + "7": { + "Dice": 0.3271847690535309, + "FN": 7855.190476190476, + "FP": 1134.7142857142858, + "IoU": 0.23392521934071514, + "TN": 245597.33333333334, + "TP": 4088.5714285714284, + "n_pred": 5223.285714285715, + "n_ref": 11943.761904761905 + }, + "8": { + "Dice": 0.7151480614740257, + "FN": 471.42857142857144, + "FP": 335.57142857142856, + "IoU": 0.6190654424956725, + "TN": 254981.0, + "TP": 2887.809523809524, + "n_pred": 3223.3809523809523, + "n_ref": 3359.2380952380954 + }, + "9": { + "Dice": 0.6160896267680146, + "FN": 985.2380952380952, + "FP": 629.0952380952381, + "IoU": 0.48184000782805025, + "TN": 255022.95238095237, + "TP": 2038.5238095238096, + "n_pred": 2667.6190476190477, + "n_ref": 3023.7619047619046 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 25558, + "FP": 0, + "IoU": 0.0, + "TN": 149674, + "TP": 0, + "n_pred": 0, + "n_ref": 25558 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 281, + "IoU": 0.0, + "TN": 174951, + "TP": 0, + "n_pred": 281, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.6105717367853291, + "FN": 2238, + "FP": 4260, + "IoU": 0.4394409937888199, + "TN": 163640, + "TP": 5094, + "n_pred": 9354, + "n_ref": 7332 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9038735809230418, + "FN": 579, + "FP": 4476, + "IoU": 0.8246070573540127, + "TN": 146411, + "TP": 23766, + "n_pred": 28242, + "n_ref": 24345 + }, + "7": { + "Dice": 0.20522999057212327, + "FN": 7101, + "FP": 8916, + "IoU": 0.11434890793475255, + "TN": 157147, + "TP": 2068, + "n_pred": 10984, + "n_ref": 9169 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0005.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0005.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6116002735510344, + "FN": 14693, + "FP": 3481, + "IoU": 0.4405073423021273, + "TN": 142749, + "TP": 14309, + "n_pred": 17790, + "n_ref": 29002 + }, + "11": { + "Dice": 0.7837956847203875, + "FN": 182, + "FP": 309, + "IoU": 0.6444605358435916, + "TN": 173851, + "TP": 890, + "n_pred": 1199, + "n_ref": 1072 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5601894487567425, + "FN": 9565, + "FP": 464, + "IoU": 0.3890716374269006, + "TN": 158816, + "TP": 6387, + "n_pred": 6851, + "n_ref": 15952 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 9, + "FP": 0, + "IoU": 0.0, + "TN": 175223, + "TP": 0, + "n_pred": 0, + "n_ref": 9 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9143912954218846, + "FN": 733, + "FP": 935, + "IoU": 0.8422844175491679, + "TN": 164656, + "TP": 8908, + "n_pred": 9843, + "n_ref": 9641 + }, + "7": { + "Dice": 0.3500596076731332, + "FN": 7, + "FP": 5990, + "IoU": 0.21216500262743038, + "TN": 167620, + "TP": 1615, + "n_pred": 7605, + "n_ref": 1622 + }, + "8": { + "Dice": 0.9030746156730408, + "FN": 426, + "FP": 608, + "IoU": 0.8232780721244232, + "TN": 169381, + "TP": 4817, + "n_pred": 5425, + "n_ref": 5243 + }, + "9": { + "Dice": 0.6611334457268837, + "FN": 4025, + "FP": 1201, + "IoU": 0.49380085238279736, + "TN": 164908, + "TP": 5098, + "n_pred": 6299, + "n_ref": 9123 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0015.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0015.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 6594, + "IoU": 0.0, + "TN": 168638, + "TP": 0, + "n_pred": 6594, + "n_ref": 0 + }, + "7": { + "Dice": 0.00019592156606638476, + "FN": 61237, + "FP": 0, + "IoU": 9.797038028835949e-05, + "TN": 113989, + "TP": 6, + "n_pred": 6, + "n_ref": 61243 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0016.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0016.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1445, + "IoU": 0.0, + "TN": 349019, + "TP": 0, + "n_pred": 1445, + "n_ref": 0 + }, + "10": { + "Dice": 0.7257500672275364, + "FN": 4824, + "FP": 2315, + "IoU": 0.569550798914682, + "TN": 333879, + "TP": 9446, + "n_pred": 11761, + "n_ref": 14270 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.577187197858046, + "FN": 17005, + "FP": 50, + "IoU": 0.4056662949540006, + "TN": 321768, + "TP": 11641, + "n_pred": 11691, + "n_ref": 28646 + }, + "7": { + "Dice": 0.6126431193737113, + "FN": 21588, + "FP": 1519, + "IoU": 0.44159014016433057, + "TN": 309084, + "TP": 18273, + "n_pred": 19792, + "n_ref": 39861 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0030.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0030.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8569545489112526, + "FN": 4570, + "FP": 1073, + "IoU": 0.7497117005233744, + "TN": 327918, + "TP": 16903, + "n_pred": 17976, + "n_ref": 21473 + }, + "10": { + "Dice": 0.7189451769604441, + "FN": 1516, + "FP": 509, + "IoU": 0.5612134344528711, + "TN": 345849, + "TP": 2590, + "n_pred": 3099, + "n_ref": 4106 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 60, + "IoU": 0.0, + "TN": 350404, + "TP": 0, + "n_pred": 60, + "n_ref": 0 + }, + "12": { + "Dice": 0.6562602694709169, + "FN": 1229, + "FP": 863, + "IoU": 0.4883834678405478, + "TN": 346375, + "TP": 1997, + "n_pred": 2860, + "n_ref": 3226 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 2501, + "IoU": 0.0, + "TN": 347963, + "TP": 0, + "n_pred": 2501, + "n_ref": 0 + }, + "3": { + "Dice": 0.8805613689523575, + "FN": 3613, + "FP": 1238, + "IoU": 0.7866097743368671, + "TN": 327731, + "TP": 17882, + "n_pred": 19120, + "n_ref": 21495 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 3, + "FP": 177, + "IoU": 0.0, + "TN": 350284, + "TP": 0, + "n_pred": 177, + "n_ref": 3 + }, + "7": { + "Dice": 0.6801237180530685, + "FN": 3704, + "FP": 226, + "IoU": 0.5152935372471633, + "TN": 342356, + "TP": 4178, + "n_pred": 4404, + "n_ref": 7882 + }, + "8": { + "Dice": 0.8374667153970657, + "FN": 933, + "FP": 2180, + "IoU": 0.7203808497260397, + "TN": 339331, + "TP": 8020, + "n_pred": 10200, + "n_ref": 8953 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0035.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0035.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7236994219653179, + "FN": 97, + "FP": 142, + "IoU": 0.5670289855072463, + "TN": 174680, + "TP": 313, + "n_pred": 455, + "n_ref": 410 + }, + "11": { + "Dice": 0.16666666666666666, + "FN": 0, + "FP": 30, + "IoU": 0.09090909090909091, + "TN": 175199, + "TP": 3, + "n_pred": 33, + "n_ref": 3 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6971253299094087, + "FN": 6510, + "FP": 1982, + "IoU": 0.5350670681631535, + "TN": 156967, + "TP": 9773, + "n_pred": 11755, + "n_ref": 16283 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.7369147907747549, + "FN": 345, + "FP": 3465, + "IoU": 0.583424447846053, + "TN": 166086, + "TP": 5336, + "n_pred": 8801, + "n_ref": 5681 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9439696666077287, + "FN": 1899, + "FP": 3805, + "IoU": 0.8938849924655368, + "TN": 121479, + "TP": 48049, + "n_pred": 51854, + "n_ref": 49948 + }, + "7": { + "Dice": 0.8023568916906897, + "FN": 2876, + "FP": 3363, + "IoU": 0.66994656932762, + "TN": 156329, + "TP": 12664, + "n_pred": 16027, + "n_ref": 15540 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7125050261359067, + "FN": 114, + "FP": 601, + "IoU": 0.5534041224234854, + "TN": 173631, + "TP": 886, + "n_pred": 1487, + "n_ref": 1000 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0066.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0066.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 10, + "IoU": 0.0, + "TN": 350454, + "TP": 0, + "n_pred": 10, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6323072139303483, + "FN": 13861, + "FP": 329, + "IoU": 0.46231669887461635, + "TN": 324073, + "TP": 12201, + "n_pred": 12530, + "n_ref": 26062 + }, + "7": { + "Dice": 0.7671460013225294, + "FN": 22675, + "FP": 918, + "IoU": 0.6222521094513025, + "TN": 288007, + "TP": 38864, + "n_pred": 39782, + "n_ref": 61539 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0072.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0072.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.4935575453155711, + "FN": 2031, + "FP": 288, + "IoU": 0.3276311974485358, + "TN": 171783, + "TP": 1130, + "n_pred": 1418, + "n_ref": 3161 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 488, + "FP": 0, + "IoU": 0.0, + "TN": 174744, + "TP": 0, + "n_pred": 0, + "n_ref": 488 + }, + "13": { + "Dice": 0.003208400175003646, + "FN": 5867, + "FP": 968, + "IoU": 0.0016067776803973123, + "TN": 168386, + "TP": 11, + "n_pred": 979, + "n_ref": 5878 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.8797364085667215, + "FN": 303, + "FP": 281, + "IoU": 0.7852941176470588, + "TN": 172512, + "TP": 2136, + "n_pred": 2417, + "n_ref": 2439 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.2995169082125604, + "FN": 149, + "FP": 286, + "IoU": 0.17613636363636365, + "TN": 174704, + "TP": 93, + "n_pred": 379, + "n_ref": 242 + }, + "8": { + "Dice": 0.7762374984175212, + "FN": 5985, + "FP": 1085, + "IoU": 0.6343040397248229, + "TN": 155899, + "TP": 12263, + "n_pred": 13348, + "n_ref": 18248 + }, + "9": { + "Dice": 0.09062821833161688, + "FN": 2577, + "FP": 72, + "IoU": 0.04746494066882417, + "TN": 172451, + "TP": 132, + "n_pred": 204, + "n_ref": 2709 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0076.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0076.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.6791562586733277, + "FN": 16184, + "FP": 0, + "IoU": 0.514183652027737, + "TN": 317151, + "TP": 17129, + "n_pred": 17129, + "n_ref": 33313 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9365470803937126, + "FN": 1437, + "FP": 1522, + "IoU": 0.8806662364897564, + "TN": 325668, + "TP": 21837, + "n_pred": 23359, + "n_ref": 23274 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.947148202608519, + "FN": 1533, + "FP": 2888, + "IoU": 0.8996025888497786, + "TN": 306429, + "TP": 39614, + "n_pred": 42502, + "n_ref": 41147 + }, + "7": { + "Dice": 0.4327292696320703, + "FN": 985, + "FP": 48, + "IoU": 0.27610371408549406, + "TN": 349037, + "TP": 394, + "n_pred": 442, + "n_ref": 1379 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0078.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0078.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.931045197740113, + "FN": 6019, + "FP": 3745, + "IoU": 0.8709864961285378, + "TN": 99550, + "TP": 65918, + "n_pred": 69663, + "n_ref": 71937 + }, + "15": { + "Dice": 0.38461538461538464, + "FN": 8672, + "FP": 0, + "IoU": 0.23809523809523808, + "TN": 163850, + "TP": 2710, + "n_pred": 2710, + "n_ref": 11382 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0094.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0094.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0127.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0127.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6285431878327966, + "FN": 20178, + "FP": 3122, + "IoU": 0.45830330365238414, + "TN": 307451, + "TP": 19713, + "n_pred": 22835, + "n_ref": 39891 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.1915146708961142, + "FN": 19096, + "FP": 1294, + "IoU": 0.10589782942337207, + "TN": 327659, + "TP": 2415, + "n_pred": 3709, + "n_ref": 21511 + }, + "14": { + "Dice": 0.7845021775041298, + "FN": 1986, + "FP": 884, + "IoU": 0.6454163577958982, + "TN": 342370, + "TP": 5224, + "n_pred": 6108, + "n_ref": 7210 + }, + "15": { + "Dice": 0.35597164052448604, + "FN": 46742, + "FP": 312, + "IoU": 0.21652402677411836, + "TN": 290406, + "TP": 13004, + "n_pred": 13316, + "n_ref": 59746 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.7448096885813149, + "FN": 1092, + "FP": 1268, + "IoU": 0.5933838731909028, + "TN": 344660, + "TP": 3444, + "n_pred": 4712, + "n_ref": 4536 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9375366289133309, + "FN": 2696, + "FP": 1887, + "IoU": 0.8824178361597865, + "TN": 311487, + "TP": 34394, + "n_pred": 36281, + "n_ref": 37090 + }, + "7": { + "Dice": 0.12497280835327387, + "FN": 15662, + "FP": 428, + "IoU": 0.0666511978653054, + "TN": 333225, + "TP": 1149, + "n_pred": 1577, + "n_ref": 16811 + }, + "8": { + "Dice": 0.7022900763358778, + "FN": 39, + "FP": 0, + "IoU": 0.5411764705882353, + "TN": 350379, + "TP": 46, + "n_pred": 46, + "n_ref": 85 + }, + "9": { + "Dice": 0.8440350953773627, + "FN": 995, + "FP": 2578, + "IoU": 0.7301563326032777, + "TN": 337223, + "TP": 9668, + "n_pred": 12246, + "n_ref": 10663 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0161.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0161.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0170.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0170.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.5078125, + "FN": 35, + "FP": 91, + "IoU": 0.3403141361256545, + "TN": 525505, + "TP": 65, + "n_pred": 156, + "n_ref": 100 + }, + "11": { + "Dice": 0.7152499472685088, + "FN": 1950, + "FP": 750, + "IoU": 0.5567230339845674, + "TN": 519605, + "TP": 3391, + "n_pred": 4141, + "n_ref": 5341 + }, + "12": { + "Dice": 0.0, + "FN": 40, + "FP": 0, + "IoU": 0.0, + "TN": 525656, + "TP": 0, + "n_pred": 0, + "n_ref": 40 + }, + "13": { + "Dice": 0.0, + "FN": 222, + "FP": 1214, + "IoU": 0.0, + "TN": 524260, + "TP": 0, + "n_pred": 1214, + "n_ref": 222 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9020592667001507, + "FN": 709, + "FP": 71, + "IoU": 0.8215919487648673, + "TN": 521324, + "TP": 3592, + "n_pred": 3663, + "n_ref": 4301 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 680, + "IoU": 0.0, + "TN": 525016, + "TP": 0, + "n_pred": 680, + "n_ref": 0 + }, + "5": { + "Dice": 0.22193365600283319, + "FN": 6591, + "FP": 0, + "IoU": 0.12481742132518922, + "TN": 518165, + "TP": 940, + "n_pred": 940, + "n_ref": 7531 + }, + "6": { + "Dice": 0.9427260718145791, + "FN": 7414, + "FP": 4509, + "IoU": 0.8916573526338267, + "TN": 415647, + "TP": 98126, + "n_pred": 102635, + "n_ref": 105540 + }, + "7": { + "Dice": 0.0, + "FN": 7, + "FP": 868, + "IoU": 0.0, + "TN": 524821, + "TP": 0, + "n_pred": 868, + "n_ref": 7 + }, + "8": { + "Dice": 0.9035555338191422, + "FN": 2377, + "FP": 1567, + "IoU": 0.8240777911592846, + "TN": 503277, + "TP": 18475, + "n_pred": 20042, + "n_ref": 20852 + }, + "9": { + "Dice": 0.735973597359736, + "FN": 10640, + "FP": 3920, + "IoU": 0.5822454308093995, + "TN": 490843, + "TP": 20293, + "n_pred": 24213, + "n_ref": 30933 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0172.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0172.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 31, + "IoU": 0.0, + "TN": 175201, + "TP": 0, + "n_pred": 31, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.38674698795180723, + "FN": 966, + "FP": 52, + "IoU": 0.239731142643764, + "TN": 173893, + "TP": 321, + "n_pred": 373, + "n_ref": 1287 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9266395616050911, + "FN": 894, + "FP": 766, + "IoU": 0.8633069828722003, + "TN": 163088, + "TP": 10484, + "n_pred": 11250, + "n_ref": 11378 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9894610188957861, + "FN": 1701, + "FP": 226, + "IoU": 0.9791418613209794, + "TN": 82846, + "TP": 90459, + "n_pred": 90685, + "n_ref": 92160 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0179.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0179.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0281.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0281.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9670301615667968, + "FN": 341, + "FP": 1467, + "IoU": 0.9361649542774424, + "TN": 322141, + "TP": 26515, + "n_pred": 27982, + "n_ref": 26856 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0297.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0297.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 14, + "IoU": 0.0, + "TN": 175218, + "TP": 0, + "n_pred": 14, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 121, + "IoU": 0.0, + "TN": 175111, + "TP": 0, + "n_pred": 121, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.14614078620869791, + "FN": 12881, + "FP": 195, + "IoU": 0.07883057414582599, + "TN": 161037, + "TP": 1119, + "n_pred": 1314, + "n_ref": 14000 + }, + "6": { + "Dice": 0.35687917789085105, + "FN": 4097, + "FP": 8795, + "IoU": 0.21719594389458985, + "TN": 158763, + "TP": 3577, + "n_pred": 12372, + "n_ref": 7674 + }, + "7": { + "Dice": 0.0, + "FN": 82, + "FP": 0, + "IoU": 0.0, + "TN": 175150, + "TP": 0, + "n_pred": 0, + "n_ref": 82 + }, + "8": { + "Dice": 0.9808638918824455, + "FN": 136, + "FP": 521, + "IoU": 0.9624464132609317, + "TN": 157737, + "TP": 16838, + "n_pred": 17359, + "n_ref": 16974 + }, + "9": { + "Dice": 0.6522623776765817, + "FN": 2339, + "FP": 4839, + "IoU": 0.48396836808051763, + "TN": 161322, + "TP": 6732, + "n_pred": 11571, + "n_ref": 9071 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0307.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0307.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 102, + "IoU": 0.0, + "TN": 175130, + "TP": 0, + "n_pred": 102, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.927089914616315, + "FN": 686, + "FP": 3353, + "IoU": 0.8640891042465846, + "TN": 145514, + "TP": 25679, + "n_pred": 29032, + "n_ref": 26365 + }, + "15": { + "Dice": 0.2983066309367695, + "FN": 34082, + "FP": 2839, + "IoU": 0.17529987267975608, + "TN": 130463, + "TP": 7848, + "n_pred": 10687, + "n_ref": 41930 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1013, + "IoU": 0.0, + "TN": 174219, + "TP": 0, + "n_pred": 1013, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 861, + "IoU": 0.0, + "TN": 174371, + "TP": 0, + "n_pred": 861, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0321.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0321.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.5060130519239584, + "FN": 19878, + "FP": 2755, + "IoU": 0.338699780861943, + "TN": 316239, + "TP": 11592, + "n_pred": 14347, + "n_ref": 31470 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.10065026858919988, + "FN": 2312, + "FP": 869, + "IoU": 0.05299196189342066, + "TN": 347105, + "TP": 178, + "n_pred": 1047, + "n_ref": 2490 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 18, + "IoU": 0.0, + "TN": 350446, + "TP": 0, + "n_pred": 18, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.895741556534508, + "FN": 2006, + "FP": 3603, + "IoU": 0.8111702127659575, + "TN": 320760, + "TP": 24095, + "n_pred": 27698, + "n_ref": 26101 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8136140399079576, + "FN": 2089, + "FP": 3338, + "IoU": 0.6857920333487726, + "TN": 333192, + "TP": 11845, + "n_pred": 15183, + "n_ref": 13934 + }, + "7": { + "Dice": 0.30561253030020513, + "FN": 28525, + "FP": 1267, + "IoU": 0.1803675580499615, + "TN": 314116, + "TP": 6556, + "n_pred": 7823, + "n_ref": 35081 + }, + "8": { + "Dice": 0.6176961602671118, + "FN": 4, + "FP": 225, + "IoU": 0.4468599033816425, + "TN": 350050, + "TP": 185, + "n_pred": 410, + "n_ref": 189 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0358.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0358.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7376127721883708, + "FN": 33141, + "FP": 189, + "IoU": 0.584299932649854, + "TN": 270286, + "TP": 46848, + "n_pred": 47037, + "n_ref": 79989 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9530535756840486, + "FN": 1748, + "FP": 419, + "IoU": 0.9103174274717544, + "TN": 326301, + "TP": 21996, + "n_pred": 22415, + "n_ref": 23744 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 27487, + "IoU": 0.0, + "TN": 322977, + "TP": 0, + "n_pred": 27487, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 361, + "FP": 0, + "IoU": 0.0, + "TN": 350103, + "TP": 0, + "n_pred": 0, + "n_ref": 361 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0374.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0374.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": 0.4462497940661797, + "FN": 701.7733333333333, + "FP": 455.7733333333333, + "IoU": 0.37086968779404594, + "TN": 250078.26666666666, + "TP": 2850.5866666666657, + "n_pred": 3306.36, + "n_ref": 3552.36 + }, + "mean": { + "1": { + "Dice": 0.5741987486272979, + "FN": 419.15, + "FP": 77.2, + "IoU": 0.5513782584734745, + "TN": 250511.95, + "TP": 3078.1, + "n_pred": 3155.3, + "n_ref": 3497.25 + }, + "10": { + "Dice": 0.4560858652491346, + "FN": 919.1, + "FP": 1452.8, + "IoU": 0.3666623367642192, + "TN": 249492.55, + "TP": 2221.95, + "n_pred": 3674.75, + "n_ref": 3141.05 + }, + "11": { + "Dice": 0.29021636648755295, + "FN": 133.4, + "FP": 58.95, + "IoU": 0.2048217853872682, + "TN": 253771.1, + "TP": 122.95, + "n_pred": 181.9, + "n_ref": 256.35 + }, + "12": { + "Dice": 0.45654319140327865, + "FN": 121.0, + "FP": 62.4, + "IoU": 0.3331238308852198, + "TN": 253809.45, + "TP": 93.55, + "n_pred": 155.95, + "n_ref": 214.55 + }, + "13": { + "Dice": 0.09504783870266968, + "FN": 1091.6, + "FP": 298.2, + "IoU": 0.07180356955383183, + "TN": 251949.4, + "TP": 747.2, + "n_pred": 1045.4, + "n_ref": 1838.8 + }, + "14": { + "Dice": 0.3972430585555512, + "FN": 28.2, + "FP": 495.2, + "IoU": 0.3295217617930675, + "TN": 252551.5, + "TP": 1011.5, + "n_pred": 1506.7, + "n_ref": 1039.7 + }, + "15": { + "Dice": 0.7117857224131261, + "FN": 460.45, + "FP": 172.8, + "IoU": 0.5525367439231204, + "TN": 252671.2, + "TP": 781.95, + "n_pred": 954.75, + "n_ref": 1242.4 + }, + "2": { + "Dice": 0.3184828573813206, + "FN": 404.0, + "FP": 137.2, + "IoU": 0.2704886166964081, + "TN": 250658.4, + "TP": 2886.8, + "n_pred": 3024.0, + "n_ref": 3290.8 + }, + "3": { + "Dice": 0.41005879437660997, + "FN": 176.05, + "FP": 954.25, + "IoU": 0.3933549422396558, + "TN": 249611.3, + "TP": 3344.8, + "n_pred": 4299.05, + "n_ref": 3520.85 + }, + "4": { + "Dice": 0.43304702401022777, + "FN": 249.05, + "FP": 239.95, + "IoU": 0.38191111643483, + "TN": 252452.25, + "TP": 1145.15, + "n_pred": 1385.1, + "n_ref": 1394.2 + }, + "5": { + "Dice": 0.4048030967141273, + "FN": 986.25, + "FP": 127.3, + "IoU": 0.2883745547742881, + "TN": 252215.85, + "TP": 757.0, + "n_pred": 884.3, + "n_ref": 1743.25 + }, + "6": { + "Dice": 0.6555059596706018, + "FN": 1065.6, + "FP": 870.1, + "IoU": 0.6075257275745092, + "TN": 234072.9, + "TP": 18077.8, + "n_pred": 18947.9, + "n_ref": 19143.4 + }, + "7": { + "Dice": 0.5236051515436992, + "FN": 879.35, + "FP": 772.8, + "IoU": 0.41727014012620456, + "TN": 250932.65, + "TP": 1501.6, + "n_pred": 2274.4, + "n_ref": 2380.95 + }, + "8": { + "Dice": 0.5934822890917786, + "FN": 2078.45, + "FP": 549.8, + "IoU": 0.5025980488881563, + "TN": 246926.7, + "TP": 4531.45, + "n_pred": 5081.25, + "n_ref": 6609.9 + }, + "9": { + "Dice": 0.373640946765718, + "FN": 1514.95, + "FP": 567.65, + "IoU": 0.2916738833964362, + "TN": 249546.8, + "TP": 2457.0, + "n_pred": 3024.65, + "n_ref": 3971.95 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 291, + "IoU": 0.0, + "TN": 174941, + "TP": 0, + "n_pred": 291, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8684355086794111, + "FN": 3854, + "FP": 936, + "IoU": 0.7674644400213603, + "TN": 154633, + "TP": 15809, + "n_pred": 16745, + "n_ref": 19663 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9690095509977296, + "FN": 4531, + "FP": 1939, + "IoU": 0.9398821802233744, + "TN": 67610, + "TP": 101152, + "n_pred": 103091, + "n_ref": 105683 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 4404, + "IoU": 0.0, + "TN": 170828, + "TP": 0, + "n_pred": 4404, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0004.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0004.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 6212, + "FP": 0, + "IoU": 0.0, + "TN": 344252, + "TP": 0, + "n_pred": 0, + "n_ref": 6212 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 51, + "IoU": 0.0, + "TN": 350413, + "TP": 0, + "n_pred": 51, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 350457, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 154, + "IoU": 0.0, + "TN": 350310, + "TP": 0, + "n_pred": 154, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 350462, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 656, + "FP": 3905, + "IoU": 0.0, + "TN": 345903, + "TP": 0, + "n_pred": 3905, + "n_ref": 656 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2583, + "IoU": 0.0, + "TN": 347881, + "TP": 0, + "n_pred": 2583, + "n_ref": 0 + }, + "5": { + "Dice": 0.6469871360866621, + "FN": 4798, + "FP": 416, + "IoU": 0.47818254603682947, + "TN": 340472, + "TP": 4778, + "n_pred": 5194, + "n_ref": 9576 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 6202, + "IoU": 0.0, + "TN": 344262, + "TP": 0, + "n_pred": 6202, + "n_ref": 0 + }, + "7": { + "Dice": 0.6982591876208898, + "FN": 307, + "FP": 5, + "IoU": 0.5364041604754829, + "TN": 349791, + "TP": 361, + "n_pred": 366, + "n_ref": 668 + }, + "8": { + "Dice": 0.6524754342223805, + "FN": 16280, + "FP": 307, + "IoU": 0.4842029976988619, + "TN": 318306, + "TP": 15571, + "n_pred": 15878, + "n_ref": 31851 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 350463, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0006.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0006.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1122, + "IoU": 0.0, + "TN": 349342, + "TP": 0, + "n_pred": 1122, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6842441901783811, + "FN": 6767, + "FP": 2119, + "IoU": 0.5200388894890353, + "TN": 331950, + "TP": 9628, + "n_pred": 11747, + "n_ref": 16395 + }, + "6": { + "Dice": 0.7969100423623224, + "FN": 973, + "FP": 1472, + "IoU": 0.6623860811930405, + "TN": 343222, + "TP": 4797, + "n_pred": 6269, + "n_ref": 5770 + }, + "7": { + "Dice": 0.7817053426875338, + "FN": 3388, + "FP": 1466, + "IoU": 0.6416389811738649, + "TN": 336919, + "TP": 8691, + "n_pred": 10157, + "n_ref": 12079 + }, + "8": { + "Dice": 0.6649842271293376, + "FN": 9923, + "FP": 1759, + "IoU": 0.498109640831758, + "TN": 327188, + "TP": 11594, + "n_pred": 13353, + "n_ref": 21517 + }, + "9": { + "Dice": 0.8538564955434945, + "FN": 1725, + "FP": 1210, + "IoU": 0.7449821878529846, + "TN": 338955, + "TP": 8574, + "n_pred": 9784, + "n_ref": 10299 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0048.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0048.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9222109439881886, + "FN": 1224, + "FP": 462, + "IoU": 0.8556506849315069, + "TN": 338784, + "TP": 9994, + "n_pred": 10456, + "n_ref": 11218 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0075.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0075.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.6134706134706135, + "FN": 210, + "FP": 691, + "IoU": 0.44245049504950495, + "TN": 173616, + "TP": 715, + "n_pred": 1406, + "n_ref": 925 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.821301775147929, + "FN": 28, + "FP": 123, + "IoU": 0.6967871485943775, + "TN": 174734, + "TP": 347, + "n_pred": 470, + "n_ref": 375 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9462436932002284, + "FN": 5430, + "FP": 1538, + "IoU": 0.8979720330917343, + "TN": 106937, + "TP": 61327, + "n_pred": 62865, + "n_ref": 66757 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9066388040507957, + "FN": 1094, + "FP": 4714, + "IoU": 0.8292216766150137, + "TN": 141223, + "TP": 28201, + "n_pred": 32915, + "n_ref": 29295 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0081.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0081.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7230177059276366, + "FN": 3012, + "FP": 586, + "IoU": 0.5661924282613938, + "TN": 342170, + "TP": 4696, + "n_pred": 5282, + "n_ref": 7708 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.19066982943634925, + "FN": 14290, + "FP": 40, + "IoU": 0.10538144587339243, + "TN": 334446, + "TP": 1688, + "n_pred": 1728, + "n_ref": 15978 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.5868274248695339, + "FN": 766, + "FP": 3826, + "IoU": 0.41525531643957725, + "TN": 342611, + "TP": 3261, + "n_pred": 7087, + "n_ref": 4027 + }, + "9": { + "Dice": 0.46245144583513165, + "FN": 14932, + "FP": 14, + "IoU": 0.3007719298245614, + "TN": 329089, + "TP": 6429, + "n_pred": 6443, + "n_ref": 21361 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0124.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0124.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0142.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0142.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0159.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0159.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 6433, + "IoU": 0.0, + "TN": 168799, + "TP": 0, + "n_pred": 6433, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8059701492537313, + "FN": 44, + "FP": 21, + "IoU": 0.675, + "TN": 175032, + "TP": 135, + "n_pred": 156, + "n_ref": 179 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 30, + "IoU": 0.0, + "TN": 175202, + "TP": 0, + "n_pred": 30, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.15756951596292482, + "FN": 6539, + "FP": 5, + "IoU": 0.08552263834544438, + "TN": 168076, + "TP": 612, + "n_pred": 617, + "n_ref": 7151 + }, + "6": { + "Dice": 0.6647088158696737, + "FN": 5206, + "FP": 845, + "IoU": 0.4978006473566271, + "TN": 163183, + "TP": 5998, + "n_pred": 6843, + "n_ref": 11204 + }, + "7": { + "Dice": 0.5885798782915316, + "FN": 12486, + "FP": 1982, + "IoU": 0.4170125317322803, + "TN": 150415, + "TP": 10349, + "n_pred": 12331, + "n_ref": 22835 + }, + "8": { + "Dice": 0.9582569250072387, + "FN": 871, + "FP": 859, + "IoU": 0.9198591745031732, + "TN": 153645, + "TP": 19857, + "n_pred": 20716, + "n_ref": 20728 + }, + "9": { + "Dice": 0.7213855421686747, + "FN": 734, + "FP": 2226, + "IoU": 0.5641931684334511, + "TN": 168440, + "TP": 3832, + "n_pred": 6058, + "n_ref": 4566 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0171.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0171.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9798226901775056, + "FN": 1394, + "FP": 668, + "IoU": 0.9604435236341313, + "TN": 298336, + "TP": 50066, + "n_pred": 50734, + "n_ref": 51460 + }, + "10": { + "Dice": 0.8693099147786323, + "FN": 1683, + "FP": 3347, + "IoU": 0.7688312882025828, + "TN": 328705, + "TP": 16729, + "n_pred": 20076, + "n_ref": 18412 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5783132530120482, + "FN": 158, + "FP": 17, + "IoU": 0.4067796610169492, + "TN": 350169, + "TP": 120, + "n_pred": 137, + "n_ref": 278 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1419, + "IoU": 0.0, + "TN": 349045, + "TP": 0, + "n_pred": 1419, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 21, + "IoU": 0.0, + "TN": 350443, + "TP": 0, + "n_pred": 21, + "n_ref": 0 + }, + "3": { + "Dice": 0.9502005621196824, + "FN": 1362, + "FP": 463, + "IoU": 0.9051258057808276, + "TN": 331228, + "TP": 17411, + "n_pred": 17874, + "n_ref": 18773 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.8151658767772512, + "FN": 396, + "FP": 72, + "IoU": 0.688, + "TN": 348964, + "TP": 1032, + "n_pred": 1104, + "n_ref": 1428 + }, + "8": { + "Dice": 0.0, + "FN": 2270, + "FP": 41, + "IoU": 0.0, + "TN": 348153, + "TP": 0, + "n_pred": 41, + "n_ref": 2270 + }, + "9": { + "Dice": 0.6570320761367642, + "FN": 389, + "FP": 1557, + "IoU": 0.48923884514435695, + "TN": 346654, + "TP": 1864, + "n_pred": 3421, + "n_ref": 2253 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0226.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0226.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 2, + "FP": 0, + "IoU": 0.0, + "TN": 175230, + "TP": 0, + "n_pred": 0, + "n_ref": 2 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0230.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0230.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.7944861171111024, + "FN": 562, + "FP": 9904, + "IoU": 0.659043523586135, + "TN": 144536, + "TP": 20230, + "n_pred": 30134, + "n_ref": 20792 + }, + "15": { + "Dice": 0.7117857224131261, + "FN": 9209, + "FP": 3456, + "IoU": 0.5525367439231204, + "TN": 146928, + "TP": 15639, + "n_pred": 19095, + "n_ref": 24848 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0235.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0235.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 659, + "IoU": 0.0, + "TN": 174573, + "TP": 0, + "n_pred": 659, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 12042, + "IoU": 0.0, + "TN": 163190, + "TP": 0, + "n_pred": 12042, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.13041154462854088, + "FN": 1621, + "FP": 6, + "IoU": 0.06975414522584333, + "TN": 173483, + "TP": 122, + "n_pred": 128, + "n_ref": 1743 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 891, + "IoU": 0.0, + "TN": 174341, + "TP": 0, + "n_pred": 891, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 5686, + "IoU": 0.0, + "TN": 169546, + "TP": 0, + "n_pred": 5686, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 3843, + "FP": 0, + "IoU": 0.0, + "TN": 171389, + "TP": 0, + "n_pred": 0, + "n_ref": 3843 + }, + "9": { + "Dice": 0.0, + "FN": 882, + "FP": 0, + "IoU": 0.0, + "TN": 174350, + "TP": 0, + "n_pred": 0, + "n_ref": 882 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0248.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0248.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9745923834764072, + "FN": 371, + "FP": 70, + "IoU": 0.9504438700977638, + "TN": 166333, + "TP": 8458, + "n_pred": 8528, + "n_ref": 8829 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 186, + "IoU": 0.0, + "TN": 175046, + "TP": 0, + "n_pred": 186, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0263.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0263.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9165786694825766, + "FN": 406, + "FP": 147, + "IoU": 0.8460038986354775, + "TN": 171641, + "TP": 3038, + "n_pred": 3185, + "n_ref": 3444 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9826873332382834, + "FN": 1372, + "FP": 328, + "IoU": 0.9659639217570625, + "TN": 125285, + "TP": 48247, + "n_pred": 48575, + "n_ref": 49619 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 337, + "IoU": 0.0, + "TN": 174895, + "TP": 0, + "n_pred": 337, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0294.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0294.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.5473948524795983, + "FN": 2458, + "FP": 426, + "IoU": 0.37683664649956783, + "TN": 170604, + "TP": 1744, + "n_pred": 2170, + "n_ref": 4202 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 1098, + "FP": 0, + "IoU": 0.0, + "TN": 174134, + "TP": 0, + "n_pred": 0, + "n_ref": 1098 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 3501, + "FP": 0, + "IoU": 0.0, + "TN": 171731, + "TP": 0, + "n_pred": 0, + "n_ref": 3501 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 169, + "IoU": 0.0, + "TN": 175063, + "TP": 0, + "n_pred": 169, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.980379403794038, + "FN": 1569, + "FP": 1508, + "IoU": 0.9615139272804593, + "TN": 95281, + "TP": 76874, + "n_pred": 78382, + "n_ref": 78443 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.14583333333333334, + "FN": 176, + "FP": 644, + "IoU": 0.07865168539325842, + "TN": 174342, + "TP": 70, + "n_pred": 714, + "n_ref": 246 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0320.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0320.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.04266526204898604, + "FN": 7002, + "FP": 268, + "IoU": 0.021797631862217438, + "TN": 343032, + "TP": 162, + "n_pred": 430, + "n_ref": 7164 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 11, + "IoU": 0.0, + "TN": 350453, + "TP": 0, + "n_pred": 11, + "n_ref": 0 + }, + "12": { + "Dice": 0.5139235644324948, + "FN": 1941, + "FP": 590, + "IoU": 0.34582579477901265, + "TN": 346595, + "TP": 1338, + "n_pred": 1928, + "n_ref": 3279 + }, + "13": { + "Dice": 0.0, + "FN": 663, + "FP": 0, + "IoU": 0.0, + "TN": 349801, + "TP": 0, + "n_pred": 0, + "n_ref": 663 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 135, + "IoU": 0.0, + "TN": 350329, + "TP": 0, + "n_pred": 135, + "n_ref": 0 + }, + "3": { + "Dice": 0.9375236652783037, + "FN": 131, + "FP": 34, + "IoU": 0.8823948681397007, + "TN": 349061, + "TP": 1238, + "n_pred": 1272, + "n_ref": 1369 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9508372564209523, + "FN": 555, + "FP": 270, + "IoU": 0.9062819493354538, + "TN": 341661, + "TP": 7978, + "n_pred": 8248, + "n_ref": 8533 + }, + "7": { + "Dice": 0.4258373205741627, + "FN": 211, + "FP": 29, + "IoU": 0.270516717325228, + "TN": 350135, + "TP": 89, + "n_pred": 118, + "n_ref": 300 + }, + "8": { + "Dice": 0.947024891068499, + "FN": 1907, + "FP": 1096, + "IoU": 0.899380130675155, + "TN": 320619, + "TP": 26842, + "n_pred": 27938, + "n_ref": 28749 + }, + "9": { + "Dice": 0.12903225806451613, + "FN": 26, + "FP": 1, + "IoU": 0.06896551724137931, + "TN": 350435, + "TP": 2, + "n_pred": 3, + "n_ref": 28 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0378.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0378.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6454364434904182, + "FN": 6685, + "FP": 18422, + "IoU": 0.4764903354949019, + "TN": 477737, + "TP": 22852, + "n_pred": 41274, + "n_ref": 29537 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.38450899031811897, + "FN": 277, + "FP": 613, + "IoU": 0.238013698630137, + "TN": 524528, + "TP": 278, + "n_pred": 891, + "n_ref": 555 + }, + "13": { + "Dice": 0.7598085575903476, + "FN": 5781, + "FP": 2600, + "IoU": 0.6126542496649259, + "TN": 504059, + "TP": 13256, + "n_pred": 15856, + "n_ref": 19037 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.4635036496350365, + "FN": 291, + "FP": 3, + "IoU": 0.3016627078384798, + "TN": 525275, + "TP": 127, + "n_pred": 130, + "n_ref": 418 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8637525873615001, + "FN": 1127, + "FP": 1111, + "IoU": 0.7601800257179597, + "TN": 516364, + "TP": 7094, + "n_pred": 8205, + "n_ref": 8221 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9802658497434875, + "FN": 1824, + "FP": 1938, + "IoU": 0.9612954999074055, + "TN": 428498, + "TP": 93436, + "n_pred": 95374, + "n_ref": 95260 + }, + "7": { + "Dice": 0.8792936063982247, + "FN": 799, + "FP": 1812, + "IoU": 0.7845887303027803, + "TN": 513575, + "TP": 9510, + "n_pred": 11322, + "n_ref": 10309 + }, + "8": { + "Dice": 0.9394266522729999, + "FN": 611, + "FP": 399, + "IoU": 0.88577244967202, + "TN": 516854, + "TP": 7832, + "n_pred": 8231, + "n_ref": 8443 + }, + "9": { + "Dice": 0.23382045929018788, + "FN": 115, + "FP": 986, + "IoU": 0.13238770685579196, + "TN": 524427, + "TP": 168, + "n_pred": 1154, + "n_ref": 283 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0383.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0383.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0387.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0387.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 308, + "IoU": 0.0, + "TN": 350156, + "TP": 0, + "n_pred": 308, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9445745768862789, + "FN": 4260, + "FP": 2460, + "IoU": 0.8949704604419993, + "TN": 286482, + "TP": 57262, + "n_pred": 59722, + "n_ref": 61522 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2127, + "IoU": 0.0, + "TN": 348337, + "TP": 0, + "n_pred": 2127, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.592345047256018, + "FN": 5098, + "FP": 2709, + "IoU": 0.42080273017286146, + "TN": 336985, + "TP": 5672, + "n_pred": 8381, + "n_ref": 10770 + }, + "9": { + "Dice": 0.0, + "FN": 10226, + "FP": 0, + "IoU": 0.0, + "TN": 340238, + "TP": 0, + "n_pred": 0, + "n_ref": 10226 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0402.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0402.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": 0.47628392410727777, + "FN": 799.073015873016, + "FP": 604.3174603174604, + "IoU": 0.40789563616733016, + "TN": 278728.43174603174, + "TP": 3577.1301587301587, + "n_pred": 4181.447619047618, + "n_ref": 4376.203174603174 + }, + "mean": { + "1": { + "Dice": 0.40398333979797474, + "FN": 118.57142857142857, + "FP": 171.9047619047619, + "IoU": 0.3832744039695152, + "TN": 280142.14285714284, + "TP": 3276.3333333333335, + "n_pred": 3448.2380952380954, + "n_ref": 3394.904761904762 + }, + "10": { + "Dice": 0.5957027304779771, + "FN": 1258.8095238095239, + "FP": 902.5714285714286, + "IoU": 0.47362584630277427, + "TN": 278925.95238095237, + "TP": 2621.6190476190477, + "n_pred": 3524.190476190476, + "n_ref": 3880.4285714285716 + }, + "11": { + "Dice": 0.7042754810916843, + "FN": 105.61904761904762, + "FP": 107.42857142857143, + "IoU": 0.5445616137160927, + "TN": 283236.28571428574, + "TP": 259.6190476190476, + "n_pred": 367.04761904761904, + "n_ref": 365.23809523809524 + }, + "12": { + "Dice": 0.23375163659657905, + "FN": 353.76190476190476, + "FP": 18.0, + "IoU": 0.15635420554640428, + "TN": 283205.61904761905, + "TP": 131.57142857142858, + "n_pred": 149.57142857142858, + "n_ref": 485.3333333333333 + }, + "13": { + "Dice": 0.07066627065895016, + "FN": 1022.4285714285714, + "FP": 1097.142857142857, + "IoU": 0.04292437445153721, + "TN": 281111.5238095238, + "TP": 477.85714285714283, + "n_pred": 1575.0, + "n_ref": 1500.2857142857142 + }, + "14": { + "Dice": 0.4810639373472419, + "FN": 701.8095238095239, + "FP": 2382.5238095238096, + "IoU": 0.41297123206241443, + "TN": 272085.71428571426, + "TP": 8538.904761904761, + "n_pred": 10921.42857142857, + "n_ref": 9240.714285714286 + }, + "15": { + "Dice": 0.4292759012806956, + "FN": 2094.3809523809523, + "FP": 721.6190476190476, + "IoU": 0.320833595270588, + "TN": 279872.4761904762, + "TP": 1020.4761904761905, + "n_pred": 1742.095238095238, + "n_ref": 3114.8571428571427 + }, + "2": { + "Dice": 0.6682884360444687, + "FN": 2160.3333333333335, + "FP": 93.57142857142857, + "IoU": 0.5837792602779788, + "TN": 276858.0, + "TP": 4597.047619047619, + "n_pred": 4690.619047619048, + "n_ref": 6757.380952380952 + }, + "3": { + "Dice": 0.5765386707017173, + "FN": 430.3809523809524, + "FP": 885.5238095238095, + "IoU": 0.5402388841552795, + "TN": 279347.85714285716, + "TP": 3045.190476190476, + "n_pred": 3930.714285714286, + "n_ref": 3475.5714285714284 + }, + "4": { + "Dice": 0.38773573703499864, + "FN": 177.71428571428572, + "FP": 852.3809523809524, + "IoU": 0.3275236222931817, + "TN": 281269.5238095238, + "TP": 1409.3333333333333, + "n_pred": 2261.714285714286, + "n_ref": 1587.047619047619 + }, + "5": { + "Dice": 0.0, + "FN": 0.0, + "FP": 47.61904761904762, + "IoU": 0.0, + "TN": 283661.3333333333, + "TP": 0.0, + "n_pred": 47.61904761904762, + "n_ref": 0.0 + }, + "6": { + "Dice": 0.8162241312248548, + "FN": 717.5238095238095, + "FP": 613.5238095238095, + "IoU": 0.7731518751709678, + "TN": 263792.38095238095, + "TP": 18585.52380952381, + "n_pred": 19199.04761904762, + "n_ref": 19303.04761904762 + }, + "7": { + "Dice": 0.5854390792735233, + "FN": 2377.8571428571427, + "FP": 831.7142857142857, + "IoU": 0.4837392884622126, + "TN": 274297.4285714286, + "TP": 6201.952380952381, + "n_pred": 7033.666666666667, + "n_ref": 8579.809523809523 + }, + "8": { + "Dice": 0.5683453008595839, + "FN": 196.33333333333334, + "FP": 120.47619047619048, + "IoU": 0.5403616624547294, + "TN": 281087.04761904763, + "TP": 2305.095238095238, + "n_pred": 2425.5714285714284, + "n_ref": 2501.4285714285716 + }, + "9": { + "Dice": 0.6229682092189173, + "FN": 270.57142857142856, + "FP": 218.76190476190476, + "IoU": 0.5350946783762759, + "TN": 282033.1904761905, + "TP": 1186.4285714285713, + "n_pred": 1405.1904761904761, + "n_ref": 1457.0 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.42358722358722356, + "FN": 2258, + "FP": 7126, + "IoU": 0.26870324189526185, + "TN": 162400, + "TP": 3448, + "n_pred": 10574, + "n_ref": 5706 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.21939635360808948, + "FN": 10102, + "FP": 88, + "IoU": 0.12321459301325073, + "TN": 163610, + "TP": 1432, + "n_pred": 1520, + "n_ref": 11534 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.6666666666666666, + "FN": 20, + "FP": 4, + "IoU": 0.5, + "TN": 175184, + "TP": 24, + "n_pred": 28, + "n_ref": 44 + }, + "8": { + "Dice": 0.9171784567948037, + "FN": 2715, + "FP": 562, + "IoU": 0.847026421435907, + "TN": 153810, + "TP": 18145, + "n_pred": 18707, + "n_ref": 20860 + }, + "9": { + "Dice": 0.7346733668341708, + "FN": 4400, + "FP": 2464, + "IoU": 0.5806195393169182, + "TN": 158865, + "TP": 9503, + "n_pred": 11967, + "n_ref": 13903 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0001.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0001.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 948, + "IoU": 0.0, + "TN": 524748, + "TP": 0, + "n_pred": 948, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7528148358406661, + "FN": 20759, + "FP": 141, + "IoU": 0.6036111216477639, + "TN": 472970, + "TP": 31826, + "n_pred": 31967, + "n_ref": 52585 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 14515, + "IoU": 0.0, + "TN": 511181, + "TP": 0, + "n_pred": 14515, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9650119216652825, + "FN": 2283, + "FP": 329, + "IoU": 0.9323894080190511, + "TN": 487063, + "TP": 36021, + "n_pred": 36350, + "n_ref": 38304 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0009.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0009.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.54162976085031, + "FN": 3736, + "FP": 404, + "IoU": 0.37139386577588823, + "TN": 168646, + "TP": 2446, + "n_pred": 2850, + "n_ref": 6182 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.41660008232246193, + "FN": 11337, + "FP": 12758, + "IoU": 0.26310477705058416, + "TN": 142534, + "TP": 8603, + "n_pred": 21361, + "n_ref": 19940 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.6350450803606429, + "FN": 740, + "FP": 5777, + "IoU": 0.4652498564043653, + "TN": 163045, + "TP": 5670, + "n_pred": 11447, + "n_ref": 6410 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9351911096144132, + "FN": 2653, + "FP": 5045, + "IoU": 0.8782713199133446, + "TN": 111993, + "TP": 55541, + "n_pred": 60586, + "n_ref": 58194 + }, + "7": { + "Dice": 0.7617995777164204, + "FN": 11477, + "FP": 3189, + "IoU": 0.6152473896846634, + "TN": 137114, + "TP": 23452, + "n_pred": 26641, + "n_ref": 34929 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 320, + "IoU": 0.0, + "TN": 174912, + "TP": 0, + "n_pred": 320, + "n_ref": 0 + }, + "9": { + "Dice": 0.514822848879248, + "FN": 670, + "FP": 1, + "IoU": 0.3466407010710808, + "TN": 174205, + "TP": 356, + "n_pred": 357, + "n_ref": 1026 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0011.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0011.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 17, + "FP": 827, + "IoU": 0.0, + "TN": 349620, + "TP": 0, + "n_pred": 827, + "n_ref": 17 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9158978677793516, + "FN": 2992, + "FP": 1402, + "IoU": 0.8448446327683616, + "TN": 322144, + "TP": 23926, + "n_pred": 25328, + "n_ref": 26918 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.948135704218334, + "FN": 1276, + "FP": 2367, + "IoU": 0.9013859563640301, + "TN": 313522, + "TP": 33299, + "n_pred": 35666, + "n_ref": 34575 + }, + "7": { + "Dice": 0.8199649737302978, + "FN": 3311, + "FP": 2857, + "IoU": 0.694864945087563, + "TN": 330250, + "TP": 14046, + "n_pred": 16903, + "n_ref": 17357 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0017.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0017.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1888, + "IoU": 0.0, + "TN": 173344, + "TP": 0, + "n_pred": 1888, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 731, + "IoU": 0.0, + "TN": 174501, + "TP": 0, + "n_pred": 731, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 924, + "IoU": 0.0, + "TN": 174308, + "TP": 0, + "n_pred": 924, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0033.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0033.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.7257840782217411, + "FN": 1069, + "FP": 15141, + "IoU": 0.5695926929000054, + "TN": 312802, + "TP": 21452, + "n_pred": 36593, + "n_ref": 22521 + }, + "15": { + "Dice": 0.4333133971291866, + "FN": 3741, + "FP": 7629, + "IoU": 0.27657949990456193, + "TN": 334747, + "TP": 4347, + "n_pred": 11976, + "n_ref": 8088 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0043.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0043.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0077.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0077.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 175230, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 175231, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7306194023702762, + "FN": 22173, + "FP": 716, + "IoU": 0.5755715848615772, + "TN": 121303, + "TP": 31040, + "n_pred": 31756, + "n_ref": 53213 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 972, + "IoU": 0.0, + "TN": 174260, + "TP": 0, + "n_pred": 972, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 8678, + "IoU": 0.0, + "TN": 166554, + "TP": 0, + "n_pred": 8678, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9817940406919983, + "FN": 2105, + "FP": 226, + "IoU": 0.9642391421076048, + "TN": 110049, + "TP": 62852, + "n_pred": 63078, + "n_ref": 64957 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1736, + "IoU": 0.0, + "TN": 173496, + "TP": 0, + "n_pred": 1736, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0084.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0084.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 5718, + "IoU": 0.0, + "TN": 169514, + "TP": 0, + "n_pred": 5718, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 180, + "IoU": 0.0, + "TN": 175052, + "TP": 0, + "n_pred": 180, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 15, + "FP": 209, + "IoU": 0.0, + "TN": 175008, + "TP": 0, + "n_pred": 209, + "n_ref": 15 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.7735628183630209, + "FN": 6140, + "FP": 1017, + "IoU": 0.630739861727376, + "TN": 155850, + "TP": 12225, + "n_pred": 13242, + "n_ref": 18365 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 5640, + "IoU": 0.0, + "TN": 169592, + "TP": 0, + "n_pred": 5640, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0138.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0138.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 44, + "IoU": 0.0, + "TN": 175188, + "TP": 0, + "n_pred": 44, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.7376322074377346, + "FN": 991, + "FP": 1316, + "IoU": 0.5843243243243244, + "TN": 169682, + "TP": 3243, + "n_pred": 4559, + "n_ref": 4234 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8903455737287597, + "FN": 1580, + "FP": 143, + "IoU": 0.8023629272768984, + "TN": 166514, + "TP": 6995, + "n_pred": 7138, + "n_ref": 8575 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 195, + "IoU": 0.0, + "TN": 175037, + "TP": 0, + "n_pred": 195, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9796231603686857, + "FN": 1922, + "FP": 627, + "IoU": 0.960060168283167, + "TN": 111411, + "TP": 61272, + "n_pred": 61899, + "n_ref": 63194 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9454269659047816, + "FN": 402, + "FP": 1181, + "IoU": 0.8965021248774109, + "TN": 159937, + "TP": 13712, + "n_pred": 14893, + "n_ref": 14114 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0158.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0158.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0184.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0184.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 13, + "IoU": 0.0, + "TN": 350451, + "TP": 0, + "n_pred": 13, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.30795904347541625, + "FN": 2303, + "FP": 18852, + "IoU": 0.18200448534529426, + "TN": 324602, + "TP": 4707, + "n_pred": 23559, + "n_ref": 7010 + }, + "15": { + "Dice": 0.20076653347467993, + "FN": 35478, + "FP": 3726, + "IoU": 0.11158448150833937, + "TN": 306336, + "TP": 4924, + "n_pred": 8650, + "n_ref": 40402 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0185.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0185.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9738936136254817, + "FN": 1311, + "FP": 979, + "IoU": 0.9491156341658519, + "TN": 305460, + "TP": 42714, + "n_pred": 43693, + "n_ref": 44025 + }, + "10": { + "Dice": 0.8333333333333334, + "FN": 209, + "FP": 1, + "IoU": 0.7142857142857143, + "TN": 349729, + "TP": 525, + "n_pred": 526, + "n_ref": 734 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9809012607664461, + "FN": 73, + "FP": 80, + "IoU": 0.9625183733463988, + "TN": 346382, + "TP": 3929, + "n_pred": 4009, + "n_ref": 4002 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9385015837175025, + "FN": 1910, + "FP": 51, + "IoU": 0.8841290475064997, + "TN": 333540, + "TP": 14963, + "n_pred": 15014, + "n_ref": 16873 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0188.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0188.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1084, + "IoU": 0.0, + "TN": 349380, + "TP": 0, + "n_pred": 1084, + "n_ref": 0 + }, + "10": { + "Dice": 0.7987458128846303, + "FN": 8876, + "FP": 1458, + "IoU": 0.6649265588015952, + "TN": 319623, + "TP": 20507, + "n_pred": 21965, + "n_ref": 29383 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.23028632674934926, + "FN": 5009, + "FP": 18, + "IoU": 0.13012631943242775, + "TN": 344685, + "TP": 752, + "n_pred": 770, + "n_ref": 5761 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 4852, + "IoU": 0.0, + "TN": 345612, + "TP": 0, + "n_pred": 4852, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9527826355313239, + "FN": 726, + "FP": 192, + "IoU": 0.9098231827111984, + "TN": 340284, + "TP": 9262, + "n_pred": 9454, + "n_ref": 9988 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 1000, + "IoU": 0.0, + "TN": 349464, + "TP": 0, + "n_pred": 1000, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.7452995313646886, + "FN": 10736, + "FP": 2797, + "IoU": 0.5940059400594006, + "TN": 317131, + "TP": 19800, + "n_pred": 22597, + "n_ref": 30536 + }, + "8": { + "Dice": 0.9697443922796035, + "FN": 944, + "FP": 100, + "IoU": 0.9412658227848101, + "TN": 332689, + "TP": 16731, + "n_pred": 16831, + "n_ref": 17675 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0214.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0214.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8841354723707665, + "FN": 80, + "FP": 50, + "IoU": 0.792332268370607, + "TN": 349838, + "TP": 496, + "n_pred": 546, + "n_ref": 576 + }, + "10": { + "Dice": 0.7985106465500523, + "FN": 3341, + "FP": 1854, + "IoU": 0.6646006843566402, + "TN": 334975, + "TP": 10294, + "n_pred": 12148, + "n_ref": 13635 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.08121827411167512, + "FN": 181, + "FP": 0, + "IoU": 0.042328042328042326, + "TN": 350275, + "TP": 8, + "n_pred": 8, + "n_ref": 189 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 589, + "IoU": 0.0, + "TN": 349875, + "TP": 0, + "n_pred": 589, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 563, + "IoU": 0.0, + "TN": 349901, + "TP": 0, + "n_pred": 563, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 37, + "IoU": 0.0, + "TN": 350427, + "TP": 0, + "n_pred": 37, + "n_ref": 0 + }, + "3": { + "Dice": 0.9578835395161925, + "FN": 897, + "FP": 1241, + "IoU": 0.9191712978715361, + "TN": 324013, + "TP": 24313, + "n_pred": 25554, + "n_ref": 25210 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 341, + "IoU": 0.0, + "TN": 350123, + "TP": 0, + "n_pred": 341, + "n_ref": 0 + }, + "7": { + "Dice": 0.8113651647612643, + "FN": 12841, + "FP": 623, + "IoU": 0.6826025459688826, + "TN": 308044, + "TP": 28956, + "n_pred": 29579, + "n_ref": 41797 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0239.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0239.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.670918754745634, + "FN": 1227, + "FP": 940, + "IoU": 0.504798903107861, + "TN": 346088, + "TP": 2209, + "n_pred": 3149, + "n_ref": 3436 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9676623682826414, + "FN": 855, + "FP": 928, + "IoU": 0.9373506676036543, + "TN": 322004, + "TP": 26677, + "n_pred": 27605, + "n_ref": 27532 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9710544336991198, + "FN": 1434, + "FP": 2032, + "IoU": 0.9437374196480748, + "TN": 288860, + "TP": 58138, + "n_pred": 60170, + "n_ref": 59572 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.919917864476386, + "FN": 210, + "FP": 24, + "IoU": 0.8517110266159695, + "TN": 348886, + "TP": 1344, + "n_pred": 1368, + "n_ref": 1554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0282.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0282.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.969854292589575, + "FN": 1099, + "FP": 492, + "IoU": 0.9414729252501471, + "TN": 323280, + "TP": 25593, + "n_pred": 26085, + "n_ref": 26692 + }, + "10": { + "Dice": 0.77411233614029, + "FN": 8015, + "FP": 2393, + "IoU": 0.6314708590043198, + "TN": 322222, + "TP": 17834, + "n_pred": 20227, + "n_ref": 25849 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6235019455252918, + "FN": 2239, + "FP": 180, + "IoU": 0.452962460425147, + "TN": 346042, + "TP": 2003, + "n_pred": 2183, + "n_ref": 4242 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1827, + "IoU": 0.0, + "TN": 348637, + "TP": 0, + "n_pred": 1827, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9471791114367548, + "FN": 1202, + "FP": 384, + "IoU": 0.899658357585727, + "TN": 334658, + "TP": 14220, + "n_pred": 14604, + "n_ref": 15422 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2043, + "IoU": 0.0, + "TN": 348421, + "TP": 0, + "n_pred": 2043, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.4580152671755725, + "FN": 51, + "FP": 1227, + "IoU": 0.297029702970297, + "TN": 348646, + "TP": 540, + "n_pred": 1767, + "n_ref": 591 + }, + "7": { + "Dice": 0.8784167199488491, + "FN": 11550, + "FP": 620, + "IoU": 0.7831934868971906, + "TN": 294331, + "TP": 43963, + "n_pred": 44583, + "n_ref": 55513 + }, + "8": { + "Dice": 0.954803655223512, + "FN": 464, + "FP": 817, + "IoU": 0.9135160680529301, + "TN": 335652, + "TP": 13531, + "n_pred": 14348, + "n_ref": 13995 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0332.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0332.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9113485864857185, + "FN": 6304, + "FP": 3991, + "IoU": 0.8371353540467, + "TN": 112020, + "TP": 52917, + "n_pred": 56908, + "n_ref": 59221 + }, + "15": { + "Dice": 0.7467746240768751, + "FN": 4692, + "FP": 1000, + "IoU": 0.5958821441249557, + "TN": 161147, + "TP": 8393, + "n_pred": 9393, + "n_ref": 13085 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0351.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0351.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9412919159005756, + "FN": 5062, + "FP": 7442, + "IoU": 0.8890948600824871, + "TN": 62487, + "TP": 100241, + "n_pred": 107683, + "n_ref": 105303 + }, + "15": { + "Dice": 0.765524951722736, + "FN": 71, + "FP": 2236, + "IoU": 0.6201218508150832, + "TN": 169159, + "TP": 3766, + "n_pred": 6002, + "n_ref": 3837 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0392.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0392.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0398.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0398.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 4606, + "IoU": 0.0, + "TN": 345858, + "TP": 0, + "n_pred": 4606, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9849140910976399, + "FN": 1434, + "FP": 639, + "IoU": 0.9702765868976098, + "TN": 280721, + "TP": 67670, + "n_pred": 68309, + "n_ref": 69104 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0404.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654760/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0404.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": 0.45273556193451936, + "FN": 916.2270476190477, + "FP": 548.4245079365079, + "IoU": 0.37779702353568795, + "TN": 264741.21523809526, + "TP": 3234.1941587301585, + "n_pred": 3782.6186666666663, + "n_ref": 4150.421206349207 + }, + "mean": { + "1": { + "Dice": 0.471032920370659, + "FN": 728.5728571428571, + "FP": 207.9447619047619, + "IoU": 0.4240320254641275, + "TN": 265552.58047619055, + "TP": 2950.9628571428575, + "n_pred": 3158.907619047619, + "n_ref": 3679.5357142857147 + }, + "10": { + "Dice": 0.46599347084884074, + "FN": 1314.6104761904762, + "FP": 845.1695238095238, + "IoU": 0.3641682880496503, + "TN": 265334.7004761905, + "TP": 1945.5804761904765, + "n_pred": 2790.75, + "n_ref": 3260.1909523809527 + }, + "11": { + "Dice": 0.4790707703224067, + "FN": 116.52761904761903, + "FP": 95.2852380952381, + "IoU": 0.3691510543622517, + "TN": 268995.59142857144, + "TP": 232.65666666666667, + "n_pred": 327.94190476190477, + "n_ref": 349.1842857142857 + }, + "12": { + "Dice": 0.29302102128643215, + "FN": 149.95238095238096, + "FP": 40.50857142857143, + "IoU": 0.21041537338045618, + "TN": 269172.0614285714, + "TP": 77.53857142857143, + "n_pred": 118.04714285714286, + "n_ref": 227.49095238095236 + }, + "13": { + "Dice": 0.1350415183524384, + "FN": 1481.7104761904761, + "FP": 493.0114285714286, + "IoU": 0.0913200985010156, + "TN": 266913.4419047619, + "TP": 551.8971428571429, + "n_pred": 1044.9085714285713, + "n_ref": 2033.607619047619 + }, + "14": { + "Dice": 0.49922434715634634, + "FN": 926.4876190476191, + "FP": 960.5161904761904, + "IoU": 0.41670463576989525, + "TN": 263766.6904761905, + "TP": 3786.3666666666672, + "n_pred": 4746.882857142858, + "n_ref": 4712.854285714286 + }, + "15": { + "Dice": 0.3994101407114746, + "FN": 1547.7661904761903, + "FP": 431.0361904761905, + "IoU": 0.2959912639776314, + "TN": 266702.0304761905, + "TP": 759.2280952380953, + "n_pred": 1190.264285714286, + "n_ref": 2306.994285714286 + }, + "2": { + "Dice": 0.4699106797735933, + "FN": 731.2857142857143, + "FP": 358.5828571428572, + "IoU": 0.4136469858756618, + "TN": 265839.5942857143, + "TP": 2510.598095238095, + "n_pred": 2869.1809523809525, + "n_ref": 3241.8838095238093 + }, + "3": { + "Dice": 0.5532466190319907, + "FN": 599.314761904762, + "FP": 797.3928571428571, + "IoU": 0.5111281973196926, + "TN": 263158.2123809524, + "TP": 4885.1409523809525, + "n_pred": 5682.533809523809, + "n_ref": 5484.455714285714 + }, + "4": { + "Dice": 0.48121849866141514, + "FN": 356.03857142857146, + "FP": 444.67571428571426, + "IoU": 0.41546170497427487, + "TN": 266728.61190476187, + "TP": 1910.734761904762, + "n_pred": 2355.4104761904764, + "n_ref": 2266.7733333333335 + }, + "5": { + "Dice": 0.2327079448700073, + "FN": 523.8309523809523, + "FP": 69.21238095238095, + "IoU": 0.15634231069017673, + "TN": 268582.2747619048, + "TP": 264.74285714285713, + "n_pred": 333.9552380952381, + "n_ref": 788.5738095238096 + }, + "6": { + "Dice": 0.7037390976933346, + "FN": 1250.2533333333333, + "FP": 1862.2295238095237, + "IoU": 0.6527189965370923, + "TN": 245653.8180952381, + "TP": 20673.760000000002, + "n_pred": 22535.989523809523, + "n_ref": 21924.013333333332 + }, + "7": { + "Dice": 0.4051456175468188, + "FN": 2442.3938095238095, + "FP": 770.6457142857142, + "IoU": 0.3204065400007622, + "TN": 263431.10142857145, + "TP": 2795.9199999999996, + "n_pred": 3566.565714285714, + "n_ref": 5238.313809523809 + }, + "8": { + "Dice": 0.6285736386025538, + "FN": 727.2138095238095, + "FP": 299.51238095238097, + "IoU": 0.5606729084405455, + "TN": 265319.559047619, + "TP": 3093.7757142857145, + "n_pred": 3393.2880952380956, + "n_ref": 3820.989523809524 + }, + "9": { + "Dice": 0.5736971437894788, + "FN": 847.4471428571427, + "FP": 550.6442857142857, + "IoU": 0.46479496969208467, + "TN": 265967.96, + "TP": 2074.0095238095237, + "n_pred": 2624.6538095238093, + "n_ref": 2921.4566666666665 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/loop_004/summary.json b/nnActive_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/loop_004/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..2e21bd4d5670276ae1bd0a768f33b369e902ebfe --- /dev/null +++ b/nnActive_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/loop_004/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.6275164792393596, + "FN": 47264.40133333333, + "FP": 34815.85333333333, + "IoU": 0.5007274485013614, + "TN": 96235554.456, + "TP": 139326.12933333335, + "n_pred": 174141.98266666665, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.7789746504891432, + "FN": 48802.02, + "FP": 27342.1, + "IoU": 0.6712483235961944, + "TN": 96235330.6, + "TP": 145486.12, + "n_pred": 172828.22, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.5873715637381575, + "FN": 29578.76, + "FP": 26830.0, + "IoU": 0.44060215890657844, + "TN": 96355908.28, + "TP": 44643.8, + "n_pred": 71473.8, + "n_ref": 74222.56 + }, + "11": { + "Dice": 0.5999413715956858, + "FN": 1649.9, + "FP": 714.8, + "IoU": 0.45483859884203903, + "TN": 96452545.66, + "TP": 2050.48, + "n_pred": 2765.28, + "n_ref": 3700.38 + }, + "12": { + "Dice": 0.39525468632438937, + "FN": 2938.92, + "FP": 413.46, + "IoU": 0.27463965986795746, + "TN": 96452310.72, + "TP": 1297.74, + "n_pred": 1711.2, + "n_ref": 4236.66 + }, + "13": { + "Dice": 0.3727586858487394, + "FN": 41208.28, + "FP": 9029.42, + "IoU": 0.24424805255569204, + "TN": 96390073.28, + "TP": 16649.86, + "n_pred": 25679.28, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.687111171952355, + "FN": 50676.86, + "FP": 24278.7, + "IoU": 0.5762497659053996, + "TN": 96294324.0, + "TP": 87681.28, + "n_pred": 111959.98, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.573160993779286, + "FN": 24698.08, + "FP": 14275.76, + "IoU": 0.4395426076938262, + "TN": 96388638.04, + "TP": 29348.96, + "n_pred": 43624.72, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.6377101097427091, + "FN": 74168.72, + "FP": 10942.8, + "IoU": 0.4985045833420337, + "TN": 96289176.34, + "TP": 82672.98, + "n_pred": 93615.78, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.7383434390466129, + "FN": 28120.26, + "FP": 64176.1, + "IoU": 0.6012581174801488, + "TN": 96229382.16, + "TP": 135282.32, + "n_pred": 199458.42, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.5837556494381767, + "FN": 7591.8, + "FP": 16064.04, + "IoU": 0.4653788828309736, + "TN": 96414319.3, + "TP": 18985.7, + "n_pred": 35049.74, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.4899639160663566, + "FN": 11851.6, + "FP": 1236.54, + "IoU": 0.3528675144507095, + "TN": 96438572.14, + "TP": 5300.56, + "n_pred": 6537.1, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.870053325190695, + "FN": 119167.92, + "FP": 254263.92, + "IoU": 0.784987498334085, + "TN": 94843473.3, + "TP": 1240055.7, + "n_pred": 1494319.62, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.5211295672729475, + "FN": 204572.86, + "FP": 50352.22, + "IoU": 0.38178020443636096, + "TN": 96067683.96, + "TP": 134351.8, + "n_pred": 184704.02, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.8090374603633356, + "FN": 41285.72, + "FP": 12589.26, + "IoU": 0.6926965446408352, + "TN": 96312002.4, + "TP": 91083.46, + "n_pred": 103672.72, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.7681805977418056, + "FN": 22654.32, + "FP": 9728.68, + "IoU": 0.6320692146375884, + "TN": 96369576.66, + "TP": 55001.18, + "n_pred": 64729.86, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.8570980129539914, + "FN": 10778, + "FP": 16536, + "IoU": 0.749931335030121, + "TN": 119484094, + "TP": 81912, + "n_pred": 98448, + "n_ref": 92690 + }, + "10": { + "Dice": 0.6101813110181311, + "FN": 26335, + "FP": 36273, + "IoU": 0.43903662819869543, + "TN": 119481712, + "TP": 49000, + "n_pred": 85273, + "n_ref": 75335 + }, + "11": { + "Dice": 0.6951501154734411, + "FN": 1439, + "FP": 409, + "IoU": 0.5327433628318584, + "TN": 119589365, + "TP": 2107, + "n_pred": 2516, + "n_ref": 3546 + }, + "12": { + "Dice": 0.2091827014669461, + "FN": 3916, + "FP": 235, + "IoU": 0.11680851063829788, + "TN": 119588620, + "TP": 549, + "n_pred": 784, + "n_ref": 4465 + }, + "13": { + "Dice": 0.2764817191779916, + "FN": 42310, + "FP": 12367, + "IoU": 0.16041705054972052, + "TN": 119528196, + "TP": 10447, + "n_pred": 22814, + "n_ref": 52757 + }, + "14": { + "Dice": 0.45232239347902087, + "FN": 173737, + "FP": 4853, + "IoU": 0.29225879574221875, + "TN": 119340982, + "TP": 73748, + "n_pred": 78601, + "n_ref": 247485 + }, + "15": { + "Dice": 0.018227243637079702, + "FN": 31382, + "FP": 128160, + "IoU": 0.009197443843426094, + "TN": 119432297, + "TP": 1481, + "n_pred": 129641, + "n_ref": 32863 + }, + "2": { + "Dice": 0.7225266801269109, + "FN": 58133, + "FP": 5359, + "IoU": 0.5655904267328968, + "TN": 119447163, + "TP": 82665, + "n_pred": 88024, + "n_ref": 140798 + }, + "3": { + "Dice": 0.8183573707012036, + "FN": 8493, + "FP": 63371, + "IoU": 0.6925591125523531, + "TN": 119359571, + "TP": 161885, + "n_pred": 225256, + "n_ref": 170378 + }, + "4": { + "Dice": 0.7973149497496923, + "FN": 24907, + "FP": 1936, + "IoU": 0.662945755901557, + "TN": 119513680, + "TP": 52797, + "n_pred": 54733, + "n_ref": 77704 + }, + "5": { + "Dice": 0.009260611726213081, + "FN": 63947, + "FP": 3881, + "IoU": 0.004651845329811432, + "TN": 119525175, + "TP": 317, + "n_pred": 4198, + "n_ref": 64264 + }, + "6": { + "Dice": 0.9257440122295927, + "FN": 127020, + "FP": 42214, + "IoU": 0.8617536441672086, + "TN": 118369172, + "TP": 1054914, + "n_pred": 1097128, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 42153, + "IoU": 0.0, + "TN": 119551167, + "TP": 0, + "n_pred": 42153, + "n_ref": 0 + }, + "8": { + "Dice": 0.6045815714883137, + "FN": 156392, + "FP": 13804, + "IoU": 0.4332618511661361, + "TN": 119293012, + "TP": 130112, + "n_pred": 143916, + "n_ref": 286504 + }, + "9": { + "Dice": 0.7672373394982661, + "FN": 27417, + "FP": 2385, + "IoU": 0.6223723057818776, + "TN": 119514401, + "TP": 49117, + "n_pred": 51502, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8367032046183838, + "FN": 21816, + "FP": 43271, + "IoU": 0.7192517059620246, + "TN": 72593826, + "TP": 166747, + "n_pred": 210018, + "n_ref": 188563 + }, + "10": { + "Dice": 0.6104741354172741, + "FN": 16112, + "FP": 50680, + "IoU": 0.43933988634360494, + "TN": 72706529, + "TP": 52339, + "n_pred": 103019, + "n_ref": 68451 + }, + "11": { + "Dice": 0.6233832107532336, + "FN": 1018, + "FP": 467, + "IoU": 0.4528371407516581, + "TN": 72822946, + "TP": 1229, + "n_pred": 1696, + "n_ref": 2247 + }, + "12": { + "Dice": 0.6942889137737962, + "FN": 1014, + "FP": 624, + "IoU": 0.5317324185248714, + "TN": 72822162, + "TP": 1860, + "n_pred": 2484, + "n_ref": 2874 + }, + "13": { + "Dice": 0.5551033456700561, + "FN": 27610, + "FP": 8573, + "IoU": 0.38418204098304853, + "TN": 72766904, + "TP": 22573, + "n_pred": 31146, + "n_ref": 50183 + }, + "14": { + "Dice": 0.8498707037841906, + "FN": 6885, + "FP": 17847, + "IoU": 0.7389349237346282, + "TN": 72730925, + "TP": 70003, + "n_pred": 87850, + "n_ref": 76888 + }, + "15": { + "Dice": 0.6994526386161367, + "FN": 17371, + "FP": 4208, + "IoU": 0.5378140461350639, + "TN": 72778971, + "TP": 25110, + "n_pred": 29318, + "n_ref": 42481 + }, + "2": { + "Dice": 0.7321264444027821, + "FN": 55789, + "FP": 2792, + "IoU": 0.577444368305262, + "TN": 72687025, + "TP": 80054, + "n_pred": 82846, + "n_ref": 135843 + }, + "3": { + "Dice": 0.8032096833638309, + "FN": 2925, + "FP": 57945, + "IoU": 0.6711365158947983, + "TN": 72640568, + "TP": 124222, + "n_pred": 182167, + "n_ref": 127147 + }, + "4": { + "Dice": 0.813151364764268, + "FN": 4071, + "FP": 6471, + "IoU": 0.6851348526029688, + "TN": 72792179, + "TP": 22939, + "n_pred": 29410, + "n_ref": 27010 + }, + "5": { + "Dice": 0.5525953146531924, + "FN": 5030, + "FP": 814, + "IoU": 0.3817835607743573, + "TN": 72816207, + "TP": 3609, + "n_pred": 4423, + "n_ref": 8639 + }, + "6": { + "Dice": 0.9220294082749013, + "FN": 65482, + "FP": 127714, + "IoU": 0.8553381839474474, + "TN": 71490159, + "TP": 1142305, + "n_pred": 1270019, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.6075780157644853, + "FN": 120252, + "FP": 32988, + "IoU": 0.43634618143296955, + "TN": 72553791, + "TP": 118629, + "n_pred": 151617, + "n_ref": 238881 + }, + "8": { + "Dice": 0.9087056118465643, + "FN": 5236, + "FP": 5405, + "IoU": 0.8326860485227755, + "TN": 72762061, + "TP": 52958, + "n_pred": 58363, + "n_ref": 58194 + }, + "9": { + "Dice": 0.8240658959613208, + "FN": 15007, + "FP": 11884, + "IoU": 0.7007755733345202, + "TN": 72735791, + "TP": 62978, + "n_pred": 74862, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8906569872958258, + "FN": 45337, + "FP": 7380, + "IoU": 0.8028688846425673, + "TN": 71542067, + "TP": 214704, + "n_pred": 222084, + "n_ref": 260041 + }, + "10": { + "Dice": 0.7559842224973369, + "FN": 28074, + "FP": 14303, + "IoU": 0.6076966515770081, + "TN": 71701467, + "TP": 65644, + "n_pred": 79947, + "n_ref": 93718 + }, + "11": { + "Dice": 0.530547263681592, + "FN": 2036, + "FP": 323, + "IoU": 0.36105092091007585, + "TN": 71805796, + "TP": 1333, + "n_pred": 1656, + "n_ref": 3369 + }, + "12": { + "Dice": 0.10464021519838601, + "FN": 6120, + "FP": 537, + "IoU": 0.055208629009367016, + "TN": 71802442, + "TP": 389, + "n_pred": 926, + "n_ref": 6509 + }, + "13": { + "Dice": 0.6035634286184007, + "FN": 34531, + "FP": 4051, + "IoU": 0.43221685895926537, + "TN": 71741536, + "TP": 29370, + "n_pred": 33421, + "n_ref": 63901 + }, + "14": { + "Dice": 0.6081482567047256, + "FN": 293936, + "FP": 184, + "IoU": 0.4369346517215304, + "TN": 71287133, + "TP": 228235, + "n_pred": 228419, + "n_ref": 522171 + }, + "15": { + "Dice": 0.23208197803810315, + "FN": 156939, + "FP": 58, + "IoU": 0.13127417400302124, + "TN": 71628767, + "TP": 23724, + "n_pred": 23782, + "n_ref": 180663 + }, + "2": { + "Dice": 0.33822883358821076, + "FN": 116463, + "FP": 2540, + "IoU": 0.20353514396241315, + "TN": 71660074, + "TP": 30411, + "n_pred": 32951, + "n_ref": 146874 + }, + "3": { + "Dice": 0.7285827927399369, + "FN": 10518, + "FP": 119477, + "IoU": 0.5730477679392522, + "TN": 71505016, + "TP": 174477, + "n_pred": 293954, + "n_ref": 184995 + }, + "4": { + "Dice": 0.6719281327716592, + "FN": 736, + "FP": 12192, + "IoU": 0.5059425994573318, + "TN": 71783321, + "TP": 13239, + "n_pred": 25431, + "n_ref": 13975 + }, + "5": { + "Dice": 0.6208223747514273, + "FN": 5504, + "FP": 407, + "IoU": 0.45013953488372094, + "TN": 71798738, + "TP": 4839, + "n_pred": 5246, + "n_ref": 10343 + }, + "6": { + "Dice": 0.9069679274733506, + "FN": 53238, + "FP": 191907, + "IoU": 0.8297724744497265, + "TN": 70369386, + "TP": 1194957, + "n_pred": 1386864, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.7877420793111631, + "FN": 70830, + "FP": 17717, + "IoU": 0.649813926448546, + "TN": 71556631, + "TP": 164310, + "n_pred": 182027, + "n_ref": 235140 + }, + "8": { + "Dice": 0.8862806297415856, + "FN": 13653, + "FP": 3690, + "IoU": 0.7957845157491905, + "TN": 71724563, + "TP": 67582, + "n_pred": 71272, + "n_ref": 81235 + }, + "9": { + "Dice": 0.8329489615812746, + "FN": 20436, + "FP": 6727, + "IoU": 0.7137211091554863, + "TN": 71714605, + "TP": 67720, + "n_pred": 74447, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9094642976437608, + "FN": 30409, + "FP": 6182, + "IoU": 0.8339610483900243, + "TN": 135225134, + "TP": 183785, + "n_pred": 189967, + "n_ref": 214194 + }, + "10": { + "Dice": 0.7096874292917865, + "FN": 30246, + "FP": 14661, + "IoU": 0.5500120245300413, + "TN": 135345714, + "TP": 54889, + "n_pred": 69550, + "n_ref": 85135 + }, + "11": { + "Dice": 0.5791791439140391, + "FN": 1903, + "FP": 486, + "IoU": 0.4076369947929581, + "TN": 135441477, + "TP": 1644, + "n_pred": 2130, + "n_ref": 3547 + }, + "12": { + "Dice": 0.2202154626108999, + "FN": 4813, + "FP": 109, + "IoU": 0.12373152928609578, + "TN": 135439893, + "TP": 695, + "n_pred": 804, + "n_ref": 5508 + }, + "13": { + "Dice": 0.40519420443093396, + "FN": 28310, + "FP": 7693, + "IoU": 0.254071188828575, + "TN": 135397244, + "TP": 12263, + "n_pred": 19956, + "n_ref": 40573 + }, + "14": { + "Dice": 0.8731095856598688, + "FN": 12135, + "FP": 25907, + "IoU": 0.7747954677306685, + "TN": 135276588, + "TP": 130880, + "n_pred": 156787, + "n_ref": 143015 + }, + "15": { + "Dice": 0.6031363763651638, + "FN": 18992, + "FP": 23524, + "IoU": 0.4317789984363097, + "TN": 135370687, + "TP": 32307, + "n_pred": 55831, + "n_ref": 51299 + }, + "2": { + "Dice": 0.6089302481124673, + "FN": 114854, + "FP": 6764, + "IoU": 0.43774242613371056, + "TN": 135229207, + "TP": 94685, + "n_pred": 101449, + "n_ref": 209539 + }, + "3": { + "Dice": 0.7215246636771301, + "FN": 35394, + "FP": 112404, + "IoU": 0.56436338126973, + "TN": 135106241, + "TP": 191471, + "n_pred": 303875, + "n_ref": 226865 + }, + "4": { + "Dice": 0.8461215518731633, + "FN": 2579, + "FP": 9883, + "IoU": 0.7332848215050082, + "TN": 135398786, + "TP": 34262, + "n_pred": 44145, + "n_ref": 36841 + }, + "5": { + "Dice": 0.40566493213883376, + "FN": 20482, + "FP": 1676, + "IoU": 0.2544414535666218, + "TN": 135415790, + "TP": 7562, + "n_pred": 9238, + "n_ref": 28044 + }, + "6": { + "Dice": 0.9448493515068508, + "FN": 112612, + "FP": 68307, + "IoU": 0.8954639348003826, + "TN": 133714825, + "TP": 1549766, + "n_pred": 1618073, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.61771161550411, + "FN": 100752, + "FP": 20818, + "IoU": 0.4468760805867472, + "TN": 135225722, + "TP": 98218, + "n_pred": 119036, + "n_ref": 198970 + }, + "8": { + "Dice": 0.575892068011676, + "FN": 169085, + "FP": 8461, + "IoU": 0.40438793652923616, + "TN": 135147420, + "TP": 120544, + "n_pred": 129005, + "n_ref": 289629 + }, + "9": { + "Dice": 0.7892795589663555, + "FN": 27738, + "FP": 9797, + "IoU": 0.6519090057590118, + "TN": 135337679, + "TP": 70296, + "n_pred": 80093, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7670932962145967, + "FN": 93642, + "FP": 5079, + "IoU": 0.6221827603494927, + "TN": 105492712, + "TP": 162572, + "n_pred": 167651, + "n_ref": 256214 + }, + "10": { + "Dice": 0.24896808263777065, + "FN": 42782, + "FP": 64023, + "IoU": 0.14218363478651974, + "TN": 105629497, + "TP": 17703, + "n_pred": 81726, + "n_ref": 60485 + }, + "11": { + "Dice": 0.7133064516129032, + "FN": 700, + "FP": 722, + "IoU": 0.5543716703227828, + "TN": 105750814, + "TP": 1769, + "n_pred": 2491, + "n_ref": 2469 + }, + "12": { + "Dice": 0.2684739833843463, + "FN": 3483, + "FP": 1536, + "IoU": 0.15505050505050505, + "TN": 105748065, + "TP": 921, + "n_pred": 2457, + "n_ref": 4404 + }, + "13": { + "Dice": 0.2726110548195566, + "FN": 66508, + "FP": 10305, + "IoU": 0.15781683423421447, + "TN": 105662798, + "TP": 14394, + "n_pred": 24699, + "n_ref": 80902 + }, + "14": { + "Dice": 0.9158080436382527, + "FN": 27667, + "FP": 3449, + "IoU": 0.8446917893686049, + "TN": 105553655, + "TP": 169234, + "n_pred": 172683, + "n_ref": 196901 + }, + "15": { + "Dice": 0.793043004714011, + "FN": 4632, + "FP": 7529, + "IoU": 0.6570598685880262, + "TN": 105718544, + "TP": 23300, + "n_pred": 30829, + "n_ref": 27932 + }, + "2": { + "Dice": 0.8806348802532737, + "FN": 28274, + "FP": 5508, + "IoU": 0.7867271051402164, + "TN": 105595607, + "TP": 124616, + "n_pred": 130124, + "n_ref": 152890 + }, + "3": { + "Dice": 0.9114482446590411, + "FN": 10300, + "FP": 21015, + "IoU": 0.8373035459150538, + "TN": 105561530, + "TP": 161160, + "n_pred": 182175, + "n_ref": 171460 + }, + "4": { + "Dice": 0.5655590204428349, + "FN": 15554, + "FP": 23315, + "IoU": 0.3942713771447272, + "TN": 105689836, + "TP": 25300, + "n_pred": 48615, + "n_ref": 40854 + }, + "5": { + "Dice": 0.5529153033310089, + "FN": 7211, + "FP": 1124, + "IoU": 0.38208910964489584, + "TN": 105740516, + "TP": 5154, + "n_pred": 6278, + "n_ref": 12365 + }, + "6": { + "Dice": 0.9120171733233906, + "FN": 54291, + "FP": 231708, + "IoU": 0.838264309841425, + "TN": 103985694, + "TP": 1482312, + "n_pred": 1714020, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.6328245684273259, + "FN": 95301, + "FP": 105548, + "IoU": 0.46287005589281416, + "TN": 105380075, + "TP": 173081, + "n_pred": 278629, + "n_ref": 268382 + }, + "8": { + "Dice": 0.8628872389840507, + "FN": 7488, + "FP": 18311, + "IoU": 0.7588405201020761, + "TN": 105647026, + "TP": 81180, + "n_pred": 99491, + "n_ref": 88668 + }, + "9": { + "Dice": 0.8134854799768003, + "FN": 14496, + "FP": 13160, + "IoU": 0.685609376243364, + "TN": 105666038, + "TP": 60311, + "n_pred": 73471, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.936606608465936, + "FN": 26346, + "FP": 4370, + "IoU": 0.8807715149656669, + "TN": 96880257, + "TP": 226907, + "n_pred": 231277, + "n_ref": 253253 + }, + "10": { + "Dice": 0.7904772483246325, + "FN": 16499, + "FP": 34432, + "IoU": 0.6535447532753765, + "TN": 96990874, + "TP": 96075, + "n_pred": 130507, + "n_ref": 112574 + }, + "11": { + "Dice": 0.6602076124567474, + "FN": 1176, + "FP": 1279, + "IoU": 0.4927685950413223, + "TN": 97133040, + "TP": 2385, + "n_pred": 3664, + "n_ref": 3561 + }, + "12": { + "Dice": 0.7083281463961161, + "FN": 1673, + "FP": 670, + "IoU": 0.5483808789514264, + "TN": 97132692, + "TP": 2845, + "n_pred": 3515, + "n_ref": 4518 + }, + "13": { + "Dice": 0.6200426735933948, + "FN": 23162, + "FP": 9604, + "IoU": 0.44932017949278164, + "TN": 97078379, + "TP": 26735, + "n_pred": 36339, + "n_ref": 49897 + }, + "14": { + "Dice": 0.8145115442754585, + "FN": 79645, + "FP": 4533, + "IoU": 0.6870683053405602, + "TN": 96868882, + "TP": 184820, + "n_pred": 189353, + "n_ref": 264465 + }, + "15": { + "Dice": 0.3788720789579791, + "FN": 11566, + "FP": 23865, + "IoU": 0.2337089344031836, + "TN": 97091643, + "TP": 10806, + "n_pred": 34671, + "n_ref": 22372 + }, + "2": { + "Dice": 0.6532709000474951, + "FN": 25904, + "FP": 93091, + "IoU": 0.485079664552087, + "TN": 96906786, + "TP": 112099, + "n_pred": 205190, + "n_ref": 138003 + }, + "3": { + "Dice": 0.4562706636293532, + "FN": 106987, + "FP": 15699, + "IoU": 0.29556390027675383, + "TN": 96963718, + "TP": 51476, + "n_pred": 67175, + "n_ref": 158463 + }, + "4": { + "Dice": 0.7658450447295069, + "FN": 1257, + "FP": 14788, + "IoU": 0.6205420490019866, + "TN": 97095596, + "TP": 26239, + "n_pred": 41027, + "n_ref": 27496 + }, + "5": { + "Dice": 0.6211340206185567, + "FN": 7885, + "FP": 347, + "IoU": 0.4504672897196262, + "TN": 97122900, + "TP": 6748, + "n_pred": 7095, + "n_ref": 14633 + }, + "6": { + "Dice": 0.8992098641726526, + "FN": 42963, + "FP": 283745, + "IoU": 0.8168767459901081, + "TN": 95353792, + "TP": 1457380, + "n_pred": 1741125, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.8437294227101061, + "FN": 55642, + "FP": 17928, + "IoU": 0.7296989470126167, + "TN": 96865702, + "TP": 198608, + "n_pred": 216536, + "n_ref": 254250 + }, + "8": { + "Dice": 0.925707551802023, + "FN": 10225, + "FP": 8688, + "IoU": 0.8616904580822559, + "TN": 97001136, + "TP": 117831, + "n_pred": 126519, + "n_ref": 128056 + }, + "9": { + "Dice": 0.8218852536491176, + "FN": 7712, + "FP": 18670, + "IoU": 0.6976275071633238, + "TN": 97050630, + "TP": 60868, + "n_pred": 79538, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9210124515906244, + "FN": 12149, + "FP": 15528, + "IoU": 0.8535895089321138, + "TN": 130577755, + "TP": 161360, + "n_pred": 176888, + "n_ref": 173509 + }, + "10": { + "Dice": 0.6221939249237299, + "FN": 18614, + "FP": 52593, + "IoU": 0.45158309008710656, + "TN": 130636951, + "TP": 58634, + "n_pred": 111227, + "n_ref": 77248 + }, + "11": { + "Dice": 0.7134404057480981, + "FN": 1517, + "FP": 517, + "IoU": 0.5545335085413929, + "TN": 130762226, + "TP": 2532, + "n_pred": 3049, + "n_ref": 4049 + }, + "12": { + "Dice": 0.651331280565115, + "FN": 1530, + "FP": 395, + "IoU": 0.48294386247649745, + "TN": 130763069, + "TP": 1798, + "n_pred": 2193, + "n_ref": 3328 + }, + "13": { + "Dice": 0.4458238775419392, + "FN": 41329, + "FP": 8487, + "IoU": 0.28685544134909957, + "TN": 130696938, + "TP": 20038, + "n_pred": 28525, + "n_ref": 61367 + }, + "14": { + "Dice": 0.9226986066372938, + "FN": 9900, + "FP": 15154, + "IoU": 0.8564906834077018, + "TN": 130592211, + "TP": 149527, + "n_pred": 164681, + "n_ref": 159427 + }, + "15": { + "Dice": 0.7353409460546815, + "FN": 7314, + "FP": 8145, + "IoU": 0.5814539055096791, + "TN": 130729857, + "TP": 21476, + "n_pred": 29621, + "n_ref": 28790 + }, + "2": { + "Dice": 0.7270006801178871, + "FN": 70127, + "FP": 2125, + "IoU": 0.5710927482547371, + "TN": 130598336, + "TP": 96204, + "n_pred": 98329, + "n_ref": 166331 + }, + "3": { + "Dice": 0.8128056527707831, + "FN": 7078, + "FP": 66147, + "IoU": 0.6846441399150724, + "TN": 130534594, + "TP": 158973, + "n_pred": 225120, + "n_ref": 166051 + }, + "4": { + "Dice": 0.6639107828547282, + "FN": 11868, + "FP": 6425, + "IoU": 0.4969060256868623, + "TN": 130730431, + "TP": 18068, + "n_pred": 24493, + "n_ref": 29936 + }, + "5": { + "Dice": 0.34570052740197205, + "FN": 23771, + "FP": 4763, + "IoU": 0.2089709469948991, + "TN": 130730720, + "TP": 7538, + "n_pred": 12301, + "n_ref": 31309 + }, + "6": { + "Dice": 0.9341634514205542, + "FN": 111989, + "FP": 60695, + "IoU": 0.8764603284299207, + "TN": 129368990, + "TP": 1225118, + "n_pred": 1285813, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.7544475293524595, + "FN": 155205, + "FP": 33796, + "IoU": 0.6057131651468971, + "TN": 130287443, + "TP": 290348, + "n_pred": 324144, + "n_ref": 445553 + }, + "8": { + "Dice": 0.7903059495747518, + "FN": 68114, + "FP": 17909, + "IoU": 0.6533106030379604, + "TN": 130518665, + "TP": 162104, + "n_pred": 180013, + "n_ref": 230218 + }, + "9": { + "Dice": 0.7703163708727613, + "FN": 26159, + "FP": 19085, + "IoU": 0.6264345988077349, + "TN": 130645678, + "TP": 75870, + "n_pred": 94955, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6158914246226087, + "FN": 57353, + "FP": 121627, + "IoU": 0.4449733464404551, + "TN": 71913537, + "TP": 143491, + "n_pred": 265118, + "n_ref": 200844 + }, + "10": { + "Dice": 0.2631662080489488, + "FN": 46835, + "FP": 41798, + "IoU": 0.15152066321402247, + "TN": 72131547, + "TP": 15828, + "n_pred": 57626, + "n_ref": 62663 + }, + "11": { + "Dice": 0.0, + "FN": 2687, + "FP": 0, + "IoU": 0.0, + "TN": 72233321, + "TP": 0, + "n_pred": 0, + "n_ref": 2687 + }, + "12": { + "Dice": 0.5422311423314936, + "FN": 2450, + "FP": 287, + "IoU": 0.37195961450206516, + "TN": 72231650, + "TP": 1621, + "n_pred": 1908, + "n_ref": 4071 + }, + "13": { + "Dice": 0.4189692893606677, + "FN": 49756, + "FP": 7608, + "IoU": 0.2649975655382723, + "TN": 72157962, + "TP": 20682, + "n_pred": 28290, + "n_ref": 70438 + }, + "14": { + "Dice": 0.4111702150681908, + "FN": 26346, + "FP": 109699, + "IoU": 0.25878808351131066, + "TN": 72052464, + "TP": 47499, + "n_pred": 157198, + "n_ref": 73845 + }, + "15": { + "Dice": 0.48173722375026445, + "FN": 15793, + "FP": 11152, + "IoU": 0.31729502381676294, + "TN": 72196540, + "TP": 12523, + "n_pred": 23675, + "n_ref": 28316 + }, + "2": { + "Dice": 0.5687310807494068, + "FN": 75158, + "FP": 3913, + "IoU": 0.39736144137552587, + "TN": 72104800, + "TP": 52137, + "n_pred": 56050, + "n_ref": 127295 + }, + "3": { + "Dice": 0.7454546372545554, + "FN": 20602, + "FP": 80228, + "IoU": 0.5942030152048101, + "TN": 71987534, + "TP": 147644, + "n_pred": 227872, + "n_ref": 168246 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 39815, + "IoU": 0.0, + "TN": 72196193, + "TP": 0, + "n_pred": 39815, + "n_ref": 0 + }, + "5": { + "Dice": 0.789718317746542, + "FN": 1176, + "FP": 2579, + "IoU": 0.6525078660003701, + "TN": 72225202, + "TP": 7051, + "n_pred": 9630, + "n_ref": 8227 + }, + "6": { + "Dice": 0.7451112581538428, + "FN": 257356, + "FP": 600886, + "IoU": 0.5937667884864886, + "TN": 70123325, + "TP": 1254441, + "n_pred": 1855327, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.24045235230206666, + "FN": 267224, + "FP": 187881, + "IoU": 0.13665577776007223, + "TN": 71708866, + "TP": 72037, + "n_pred": 259918, + "n_ref": 339261 + }, + "8": { + "Dice": 0.8797380969326026, + "FN": 5773, + "FP": 11125, + "IoU": 0.7852968082943688, + "TN": 72157304, + "TP": 61806, + "n_pred": 72931, + "n_ref": 67579 + }, + "9": { + "Dice": 0.3642876094454763, + "FN": 35890, + "FP": 12030, + "IoU": 0.2227088402270884, + "TN": 72174358, + "TP": 13730, + "n_pred": 25760, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6446532404020178, + "FN": 38769, + "FP": 16599, + "IoU": 0.4756371281643322, + "TN": 52447529, + "TP": 50223, + "n_pred": 66822, + "n_ref": 88992 + }, + "10": { + "Dice": 0.13631357538772637, + "FN": 43409, + "FP": 4428, + "IoU": 0.07314190498333721, + "TN": 52501508, + "TP": 3775, + "n_pred": 8203, + "n_ref": 47184 + }, + "11": { + "Dice": 0.0, + "FN": 2042, + "FP": 350, + "IoU": 0.0, + "TN": 52550728, + "TP": 0, + "n_pred": 350, + "n_ref": 2042 + }, + "12": { + "Dice": 0.0, + "FN": 4066, + "FP": 24, + "IoU": 0.0, + "TN": 52549030, + "TP": 0, + "n_pred": 24, + "n_ref": 4066 + }, + "13": { + "Dice": 0.045309615707333446, + "FN": 21075, + "FP": 1681, + "IoU": 0.023179945054945056, + "TN": 52529824, + "TP": 540, + "n_pred": 2221, + "n_ref": 21615 + }, + "14": { + "Dice": 0.34482947616502924, + "FN": 43254, + "FP": 4561, + "IoU": 0.2083347130699692, + "TN": 52492722, + "TP": 12583, + "n_pred": 17144, + "n_ref": 55837 + }, + "15": { + "Dice": 0.005399713815167796, + "FN": 25169, + "FP": 11670, + "IoU": 0.0027071658680527357, + "TN": 52516181, + "TP": 100, + "n_pred": 11770, + "n_ref": 25269 + }, + "2": { + "Dice": 0.3585872007344237, + "FN": 105390, + "FP": 810, + "IoU": 0.218462534771794, + "TN": 52417234, + "TP": 29686, + "n_pred": 30496, + "n_ref": 135076 + }, + "3": { + "Dice": 0.7385823873082221, + "FN": 18698, + "FP": 69360, + "IoU": 0.5855177380408844, + "TN": 52340667, + "TP": 124395, + "n_pred": 193755, + "n_ref": 143093 + }, + "4": { + "Dice": 0.0, + "FN": 1880, + "FP": 6856, + "IoU": 0.0, + "TN": 52544384, + "TP": 0, + "n_pred": 6856, + "n_ref": 1880 + }, + "5": { + "Dice": 0.6147892655842517, + "FN": 2628, + "FP": 1951, + "IoU": 0.4438236365844771, + "TN": 52544887, + "TP": 3654, + "n_pred": 5605, + "n_ref": 6282 + }, + "6": { + "Dice": 0.8623442754163373, + "FN": 82213, + "FP": 138271, + "IoU": 0.7580010866045802, + "TN": 51642025, + "TP": 690611, + "n_pred": 828882, + "n_ref": 772824 + }, + "7": { + "Dice": 0.3195991091314031, + "FN": 153171, + "FP": 16687, + "IoU": 0.1901921802518224, + "TN": 52343369, + "TP": 39893, + "n_pred": 56580, + "n_ref": 193064 + }, + "8": { + "Dice": 0.6517560073937153, + "FN": 27798, + "FP": 6114, + "IoU": 0.48341102275843156, + "TN": 52487474, + "TP": 31734, + "n_pred": 37848, + "n_ref": 59532 + }, + "9": { + "Dice": 0.6674047648337229, + "FN": 29262, + "FP": 19404, + "IoU": 0.5008308203581759, + "TN": 52455626, + "TP": 48828, + "n_pred": 68232, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8836526928640432, + "FN": 35234, + "FP": 32571, + "IoU": 0.7915571500155245, + "TN": 143811957, + "TP": 257488, + "n_pred": 290059, + "n_ref": 292722 + }, + "10": { + "Dice": 0.3612984851922905, + "FN": 72007, + "FP": 20880, + "IoU": 0.22047852029641068, + "TN": 144018091, + "TP": 26272, + "n_pred": 47152, + "n_ref": 98279 + }, + "11": { + "Dice": 0.5967677573822825, + "FN": 3628, + "FP": 414, + "IoU": 0.42528081899616094, + "TN": 144130217, + "TP": 2991, + "n_pred": 3405, + "n_ref": 6619 + }, + "12": { + "Dice": 0.5438746787418921, + "FN": 3424, + "FP": 303, + "IoU": 0.37350815263069426, + "TN": 144131301, + "TP": 2222, + "n_pred": 2525, + "n_ref": 5646 + }, + "13": { + "Dice": 0.47508412543068196, + "FN": 68864, + "FP": 9444, + "IoU": 0.3115477603411139, + "TN": 144023505, + "TP": 35437, + "n_pred": 44881, + "n_ref": 104301 + }, + "14": { + "Dice": 0.8702027676799368, + "FN": 91117, + "FP": 4038, + "IoU": 0.7702291550962258, + "TN": 143723120, + "TP": 318975, + "n_pred": 323013, + "n_ref": 410092 + }, + "15": { + "Dice": 0.4786981736345538, + "FN": 8840, + "FP": 21273, + "IoU": 0.3146635107763035, + "TN": 144093311, + "TP": 13826, + "n_pred": 35099, + "n_ref": 22666 + }, + "2": { + "Dice": 0.6134282657252319, + "FN": 75832, + "FP": 2569, + "IoU": 0.44240644069243135, + "TN": 143996644, + "TP": 62205, + "n_pred": 64774, + "n_ref": 138037 + }, + "3": { + "Dice": 0.7912108808378576, + "FN": 11924, + "FP": 73719, + "IoU": 0.6545483147517708, + "TN": 143889334, + "TP": 162273, + "n_pred": 235992, + "n_ref": 174197 + }, + "4": { + "Dice": 0.8087501851760407, + "FN": 2036, + "FP": 21202, + "IoU": 0.6789089703200133, + "TN": 144064878, + "TP": 49134, + "n_pred": 70336, + "n_ref": 51170 + }, + "5": { + "Dice": 0.49975365764839447, + "FN": 20467, + "FP": 2886, + "IoU": 0.33311439830944084, + "TN": 144102232, + "TP": 11665, + "n_pred": 14551, + "n_ref": 32132 + }, + "6": { + "Dice": 0.8419164252009488, + "FN": 54857, + "FP": 434737, + "IoU": 0.7269910769151844, + "TN": 142343924, + "TP": 1303732, + "n_pred": 1738469, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.6665978924908664, + "FN": 116596, + "FP": 15910, + "IoU": 0.4999226330428613, + "TN": 143872279, + "TP": 132465, + "n_pred": 148375, + "n_ref": 249061 + }, + "8": { + "Dice": 0.7167921159328788, + "FN": 83796, + "FP": 31038, + "IoU": 0.5585939151659588, + "TN": 143877095, + "TP": 145321, + "n_pred": 176359, + "n_ref": 229117 + }, + "9": { + "Dice": 0.8450996148410873, + "FN": 18213, + "FP": 9738, + "IoU": 0.7317510892723469, + "TN": 144033052, + "TP": 76247, + "n_pred": 85985, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8593092686360174, + "FN": 28436, + "FP": 32331, + "IoU": 0.7533236178823836, + "TN": 111532577, + "TP": 185576, + "n_pred": 217907, + "n_ref": 214012 + }, + "10": { + "Dice": 0.5241734650064406, + "FN": 24638, + "FP": 14149, + "IoU": 0.3551728150820435, + "TN": 111718769, + "TP": 21364, + "n_pred": 35513, + "n_ref": 46002 + }, + "11": { + "Dice": 0.5045498547918683, + "FN": 2492, + "FP": 67, + "IoU": 0.3373899533920249, + "TN": 111775058, + "TP": 1303, + "n_pred": 1370, + "n_ref": 3795 + }, + "12": { + "Dice": 0.46190935390549664, + "FN": 3223, + "FP": 125, + "IoU": 0.30031347962382443, + "TN": 111774135, + "TP": 1437, + "n_pred": 1562, + "n_ref": 4660 + }, + "13": { + "Dice": 0.3711057426141225, + "FN": 38196, + "FP": 11786, + "IoU": 0.2278267855211729, + "TN": 111714191, + "TP": 14747, + "n_pred": 26533, + "n_ref": 52943 + }, + "14": { + "Dice": 0.7577618068919173, + "FN": 5149, + "FP": 50364, + "IoU": 0.6099971898271743, + "TN": 111636580, + "TP": 86827, + "n_pred": 137191, + "n_ref": 91976 + }, + "15": { + "Dice": 0.37336437718277066, + "FN": 2714, + "FP": 24200, + "IoU": 0.22953166151379822, + "TN": 111743988, + "TP": 8018, + "n_pred": 32218, + "n_ref": 10732 + }, + "2": { + "Dice": 0.54263685807402, + "FN": 129136, + "FP": 955, + "IoU": 0.3723415547321291, + "TN": 111571656, + "TP": 77173, + "n_pred": 78128, + "n_ref": 206309 + }, + "3": { + "Dice": 0.42779489576914087, + "FN": 13110, + "FP": 121527, + "IoU": 0.2720986559692051, + "TN": 111593954, + "TP": 50329, + "n_pred": 171856, + "n_ref": 63439 + }, + "4": { + "Dice": 0.7990168696235057, + "FN": 799, + "FP": 8196, + "IoU": 0.6653023255813953, + "TN": 111752045, + "TP": 17880, + "n_pred": 26076, + "n_ref": 18679 + }, + "5": { + "Dice": 0.1006108515989939, + "FN": 25016, + "FP": 14, + "IoU": 0.05297010972379872, + "TN": 111752490, + "TP": 1400, + "n_pred": 1414, + "n_ref": 26416 + }, + "6": { + "Dice": 0.934314304980894, + "FN": 112472, + "FP": 45330, + "IoU": 0.8767259515143845, + "TN": 110498829, + "TP": 1122289, + "n_pred": 1167619, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.3830858106971959, + "FN": 171184, + "FP": 45277, + "IoU": 0.23692402060147566, + "TN": 111495251, + "TP": 67208, + "n_pred": 112485, + "n_ref": 238392 + }, + "8": { + "Dice": 0.7755444838059876, + "FN": 93022, + "FP": 13613, + "IoU": 0.6333790599568864, + "TN": 111488061, + "TP": 184224, + "n_pred": 197837, + "n_ref": 277246 + }, + "9": { + "Dice": 0.7662191247309624, + "FN": 24269, + "FP": 9946, + "IoU": 0.6210333942515368, + "TN": 111688635, + "TP": 56070, + "n_pred": 66016, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8005562486194893, + "FN": 36739, + "FP": 27370, + "IoU": 0.6674395924761638, + "TN": 198895101, + "TP": 128665, + "n_pred": 156035, + "n_ref": 165404 + }, + "10": { + "Dice": 0.6096058642140622, + "FN": 23292, + "FP": 27729, + "IoU": 0.4384410495729506, + "TN": 198997019, + "TP": 39835, + "n_pred": 67564, + "n_ref": 63127 + }, + "11": { + "Dice": 0.7415839186243642, + "FN": 1373, + "FP": 761, + "IoU": 0.5892994611239415, + "TN": 199082679, + "TP": 3062, + "n_pred": 3823, + "n_ref": 4435 + }, + "12": { + "Dice": 0.2888555722138931, + "FN": 2757, + "FP": 89, + "IoU": 0.16880841121495327, + "TN": 199084451, + "TP": 578, + "n_pred": 667, + "n_ref": 3335 + }, + "13": { + "Dice": 0.1404450055231182, + "FN": 32479, + "FP": 5650, + "IoU": 0.07552613713509844, + "TN": 199046631, + "TP": 3115, + "n_pred": 8765, + "n_ref": 35594 + }, + "14": { + "Dice": 0.6835123972098479, + "FN": 19560, + "FP": 5803, + "IoU": 0.5191939489298781, + "TN": 199035124, + "TP": 27388, + "n_pred": 33191, + "n_ref": 46948 + }, + "15": { + "Dice": 0.6255702670861958, + "FN": 74050, + "FP": 3181, + "IoU": 0.4551489625882735, + "TN": 198946128, + "TP": 64516, + "n_pred": 67697, + "n_ref": 138566 + }, + "2": { + "Dice": 0.8132737335036185, + "FN": 34059, + "FP": 9803, + "IoU": 0.6853086145170432, + "TN": 198948494, + "TP": 95519, + "n_pred": 105322, + "n_ref": 129578 + }, + "3": { + "Dice": 0.8548688096282666, + "FN": 8278, + "FP": 36050, + "IoU": 0.7465247797073439, + "TN": 198912994, + "TP": 130553, + "n_pred": 166603, + "n_ref": 138831 + }, + "4": { + "Dice": 0.7252731315865802, + "FN": 2117, + "FP": 9249, + "IoU": 0.568963555690394, + "TN": 199061506, + "TP": 15003, + "n_pred": 24252, + "n_ref": 17120 + }, + "5": { + "Dice": 0.48194393026621346, + "FN": 12908, + "FP": 2485, + "IoU": 0.3174743936505121, + "TN": 199065322, + "TP": 7160, + "n_pred": 9645, + "n_ref": 20068 + }, + "6": { + "Dice": 0.8937521617977231, + "FN": 73630, + "FP": 183475, + "IoU": 0.8079131374847496, + "TN": 197749392, + "TP": 1081378, + "n_pred": 1264853, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.63468962940559, + "FN": 66991, + "FP": 35674, + "IoU": 0.46486838676048997, + "TN": 198896025, + "TP": 89185, + "n_pred": 124859, + "n_ref": 156176 + }, + "8": { + "Dice": 0.8049284087839141, + "FN": 34929, + "FP": 5507, + "IoU": 0.6735399073162067, + "TN": 198964013, + "TP": 83426, + "n_pred": 88933, + "n_ref": 118355 + }, + "9": { + "Dice": 0.7961035642165288, + "FN": 23961, + "FP": 16730, + "IoU": 0.6612724654329929, + "TN": 198967746, + "TP": 79438, + "n_pred": 96168, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8741259869624147, + "FN": 21854, + "FP": 24952, + "IoU": 0.7763976935607925, + "TN": 130865865, + "TP": 162521, + "n_pred": 187473, + "n_ref": 184375 + }, + "10": { + "Dice": 0.6238175627882412, + "FN": 16577, + "FP": 63197, + "IoU": 0.4532956866185118, + "TN": 130929274, + "TP": 66144, + "n_pred": 129341, + "n_ref": 82721 + }, + "11": { + "Dice": 0.6568303230730094, + "FN": 1489, + "FP": 1209, + "IoU": 0.4890151515151515, + "TN": 131069912, + "TP": 2582, + "n_pred": 3791, + "n_ref": 4071 + }, + "12": { + "Dice": 0.6988727858293076, + "FN": 946, + "FP": 2233, + "IoU": 0.5371287128712872, + "TN": 131068324, + "TP": 3689, + "n_pred": 5922, + "n_ref": 4635 + }, + "13": { + "Dice": 0.36451525390287814, + "FN": 67988, + "FP": 9313, + "IoU": 0.22287903006906534, + "TN": 130975721, + "TP": 22170, + "n_pred": 31483, + "n_ref": 90158 + }, + "14": { + "Dice": 0.4951612604777677, + "FN": 16473, + "FP": 65376, + "IoU": 0.329046061530138, + "TN": 130953203, + "TP": 40140, + "n_pred": 105516, + "n_ref": 56613 + }, + "15": { + "Dice": 0.5911497546995677, + "FN": 3239, + "FP": 30429, + "IoU": 0.4195972969245621, + "TN": 131017184, + "TP": 24340, + "n_pred": 54769, + "n_ref": 27579 + }, + "2": { + "Dice": 0.681609951464813, + "FN": 72694, + "FP": 9109, + "IoU": 0.5170017418002539, + "TN": 130905827, + "TP": 87562, + "n_pred": 96671, + "n_ref": 160256 + }, + "3": { + "Dice": 0.7858718257244333, + "FN": 27769, + "FP": 60676, + "IoU": 0.6472725387443867, + "TN": 130824446, + "TP": 162301, + "n_pred": 222977, + "n_ref": 190070 + }, + "4": { + "Dice": 0.6452314634486914, + "FN": 29182, + "FP": 19091, + "IoU": 0.4762669386249471, + "TN": 130983021, + "TP": 43898, + "n_pred": 62989, + "n_ref": 73080 + }, + "5": { + "Dice": 0.5528565612701859, + "FN": 8588, + "FP": 1297, + "IoU": 0.382033008252063, + "TN": 131059196, + "TP": 6111, + "n_pred": 7408, + "n_ref": 14699 + }, + "6": { + "Dice": 0.7803840596379245, + "FN": 51602, + "FP": 745583, + "IoU": 0.6398604952689012, + "TN": 128861647, + "TP": 1416360, + "n_pred": 2161943, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.3334309737261741, + "FN": 569432, + "FP": 261159, + "IoU": 0.20007030520162183, + "TN": 130036862, + "TP": 207739, + "n_pred": 468898, + "n_ref": 777171 + }, + "8": { + "Dice": 0.8941296028196618, + "FN": 17327, + "FP": 8926, + "IoU": 0.8085301904268741, + "TN": 130938079, + "TP": 110860, + "n_pred": 119786, + "n_ref": 128187 + }, + "9": { + "Dice": 0.6657417903124841, + "FN": 26193, + "FP": 13321, + "IoU": 0.49896023534185435, + "TN": 130996328, + "TP": 39350, + "n_pred": 52671, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8744535661243091, + "FN": 18002, + "FP": 38719, + "IoU": 0.7769146965471944, + "TN": 101362943, + "TP": 197536, + "n_pred": 236255, + "n_ref": 215538 + }, + "10": { + "Dice": 0.4754769987123961, + "FN": 27544, + "FP": 12785, + "IoU": 0.31188574938574937, + "TN": 101558592, + "TP": 18279, + "n_pred": 31064, + "n_ref": 45823 + }, + "11": { + "Dice": 0.8157894736842105, + "FN": 1270, + "FP": 396, + "IoU": 0.6888888888888889, + "TN": 101611845, + "TP": 3689, + "n_pred": 4085, + "n_ref": 4959 + }, + "12": { + "Dice": 0.4357589539511086, + "FN": 3957, + "FP": 13, + "IoU": 0.27857532255133566, + "TN": 101611697, + "TP": 1533, + "n_pred": 1546, + "n_ref": 5490 + }, + "13": { + "Dice": 0.622327238921599, + "FN": 27952, + "FP": 11048, + "IoU": 0.4517235562053647, + "TN": 101546068, + "TP": 32132, + "n_pred": 43180, + "n_ref": 60084 + }, + "14": { + "Dice": 0.916247523243408, + "FN": 1655, + "FP": 9335, + "IoU": 0.8454398424864636, + "TN": 101546095, + "TP": 60115, + "n_pred": 69450, + "n_ref": 61770 + }, + "15": { + "Dice": 0.8193041858264457, + "FN": 5560, + "FP": 6661, + "IoU": 0.6939163974253012, + "TN": 101577273, + "TP": 27706, + "n_pred": 34367, + "n_ref": 33266 + }, + "2": { + "Dice": 0.19073018401307792, + "FN": 154142, + "FP": 312, + "IoU": 0.10541831977064087, + "TN": 101444545, + "TP": 18201, + "n_pred": 18513, + "n_ref": 172343 + }, + "3": { + "Dice": 0.6849570796207681, + "FN": 4928, + "FP": 149656, + "IoU": 0.5208629079750798, + "TN": 101294570, + "TP": 168046, + "n_pred": 317702, + "n_ref": 172974 + }, + "4": { + "Dice": 0.2811155741674501, + "FN": 1411, + "FP": 74294, + "IoU": 0.1635453611322881, + "TN": 101526693, + "TP": 14802, + "n_pred": 89096, + "n_ref": 16213 + }, + "5": { + "Dice": 0.5287361560548745, + "FN": 18770, + "FP": 1910, + "IoU": 0.35937548403085406, + "TN": 101584919, + "TP": 11601, + "n_pred": 13511, + "n_ref": 30371 + }, + "6": { + "Dice": 0.8709635686685603, + "FN": 160317, + "FP": 246627, + "IoU": 0.7714220236821396, + "TN": 99836871, + "TP": 1373385, + "n_pred": 1620012, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.8903084256409759, + "FN": 61000, + "FP": 29392, + "IoU": 0.802302591290046, + "TN": 101159976, + "TP": 366832, + "n_pred": 396224, + "n_ref": 427832 + }, + "8": { + "Dice": 0.6171425862672857, + "FN": 114773, + "FP": 30606, + "IoU": 0.44628070843648826, + "TN": 101354650, + "TP": 117171, + "n_pred": 147777, + "n_ref": 231944 + }, + "9": { + "Dice": 0.6827353053065267, + "FN": 33439, + "FP": 10762, + "IoU": 0.518297733217088, + "TN": 101525440, + "TP": 47559, + "n_pred": 58321, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8500571927975632, + "FN": 46238, + "FP": 12095, + "IoU": 0.7392169310276998, + "TN": 118958528, + "TP": 165351, + "n_pred": 177446, + "n_ref": 211589 + }, + "10": { + "Dice": 0.6826374118437255, + "FN": 22817, + "FP": 31048, + "IoU": 0.5181849082256968, + "TN": 119070416, + "TP": 57931, + "n_pred": 88979, + "n_ref": 80748 + }, + "11": { + "Dice": 0.5608326004104368, + "FN": 2125, + "FP": 871, + "IoU": 0.3896924017111428, + "TN": 119177303, + "TP": 1913, + "n_pred": 2784, + "n_ref": 4038 + }, + "12": { + "Dice": 0.06425233644859812, + "FN": 3970, + "FP": 836, + "IoU": 0.0331925165962583, + "TN": 119177241, + "TP": 165, + "n_pred": 1001, + "n_ref": 4135 + }, + "13": { + "Dice": 0.34445626163254456, + "FN": 22711, + "FP": 16737, + "IoU": 0.20806231430177466, + "TN": 119132400, + "TP": 10364, + "n_pred": 27101, + "n_ref": 33075 + }, + "14": { + "Dice": 0.017956252040483185, + "FN": 65207, + "FP": 6985, + "IoU": 0.009059463020919124, + "TN": 119109360, + "TP": 660, + "n_pred": 7645, + "n_ref": 65867 + }, + "15": { + "Dice": 0.4972933070866142, + "FN": 12636, + "FP": 3708, + "IoU": 0.33093171770099883, + "TN": 119157784, + "TP": 8084, + "n_pred": 11792, + "n_ref": 20720 + }, + "2": { + "Dice": 0.8138607879836054, + "FN": 56077, + "FP": 6777, + "IoU": 0.6861427223201491, + "TN": 118981949, + "TP": 137409, + "n_pred": 144186, + "n_ref": 193486 + }, + "3": { + "Dice": 0.8750160470053819, + "FN": 19783, + "FP": 30843, + "IoU": 0.7778031363702198, + "TN": 118954369, + "TP": 177217, + "n_pred": 208060, + "n_ref": 197000 + }, + "4": { + "Dice": 0.6328262299323982, + "FN": 13990, + "FP": 20065, + "IoU": 0.4628718336960979, + "TN": 119118810, + "TP": 29347, + "n_pred": 49412, + "n_ref": 43337 + }, + "5": { + "Dice": 0.6334481844685926, + "FN": 9357, + "FP": 324, + "IoU": 0.4635376260667184, + "TN": 119164166, + "TP": 8365, + "n_pred": 8689, + "n_ref": 17722 + }, + "6": { + "Dice": 0.9243659170516076, + "FN": 37675, + "FP": 240724, + "IoU": 0.8593683778761013, + "TN": 117202579, + "TP": 1701234, + "n_pred": 1941958, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.4542202429907792, + "FN": 195731, + "FP": 49138, + "IoU": 0.2938453818735509, + "TN": 118835448, + "TP": 101895, + "n_pred": 151033, + "n_ref": 297626 + }, + "8": { + "Dice": 0.8185048725718895, + "FN": 7076, + "FP": 26224, + "IoU": 0.692770417389379, + "TN": 119073824, + "TP": 75088, + "n_pred": 101312, + "n_ref": 82164 + }, + "9": { + "Dice": 0.6925659472422062, + "FN": 37869, + "FP": 4437, + "IoU": 0.5297138664710198, + "TN": 119092254, + "TP": 47652, + "n_pred": 52089, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 44490, + "IoU": 0.0, + "TN": 61287990, + "TP": 0, + "n_pred": 44490, + "n_ref": 0 + }, + "10": { + "Dice": 0.6426120611567072, + "FN": 11017, + "FP": 15023, + "IoU": 0.4734181310792502, + "TN": 61283029, + "TP": 23411, + "n_pred": 38434, + "n_ref": 34428 + }, + "11": { + "Dice": 0.7667493796526055, + "FN": 1083, + "FP": 609, + "IoU": 0.6217303822937625, + "TN": 61328007, + "TP": 2781, + "n_pred": 3390, + "n_ref": 3864 + }, + "12": { + "Dice": 0.032602585722315905, + "FN": 4763, + "FP": 400, + "IoU": 0.01657142857142857, + "TN": 61327230, + "TP": 87, + "n_pred": 487, + "n_ref": 4850 + }, + "13": { + "Dice": 0.3289261616630699, + "FN": 40655, + "FP": 8477, + "IoU": 0.19683520507413402, + "TN": 61271307, + "TP": 12041, + "n_pred": 20518, + "n_ref": 52696 + }, + "14": { + "Dice": 0.8958934383413026, + "FN": 47615, + "FP": 4203, + "IoU": 0.8114193588301871, + "TN": 61057701, + "TP": 222961, + "n_pred": 227164, + "n_ref": 270576 + }, + "15": { + "Dice": 0.6986339969372128, + "FN": 41202, + "FP": 7996, + "IoU": 0.5368466636541648, + "TN": 61226256, + "TP": 57026, + "n_pred": 65022, + "n_ref": 98228 + }, + "2": { + "Dice": 0.5890251675251073, + "FN": 92555, + "FP": 2875, + "IoU": 0.4174597264020218, + "TN": 61168663, + "TP": 68387, + "n_pred": 71262, + "n_ref": 160942 + }, + "3": { + "Dice": 0.7226006746470044, + "FN": 7613, + "FP": 85313, + "IoU": 0.565681114985184, + "TN": 61118522, + "TP": 121032, + "n_pred": 206345, + "n_ref": 128645 + }, + "4": { + "Dice": 0.7765653087576272, + "FN": 11517, + "FP": 6133, + "IoU": 0.6347419394892595, + "TN": 61284158, + "TP": 30672, + "n_pred": 36805, + "n_ref": 42189 + }, + "5": { + "Dice": 0.7116104868913857, + "FN": 3632, + "FP": 372, + "IoU": 0.5523255813953488, + "TN": 61323536, + "TP": 4940, + "n_pred": 5312, + "n_ref": 8572 + }, + "6": { + "Dice": 0.9099712453965558, + "FN": 21418, + "FP": 212995, + "IoU": 0.8348139822491253, + "TN": 59913395, + "TP": 1184672, + "n_pred": 1397667, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.41085917228750385, + "FN": 139385, + "FP": 46572, + "IoU": 0.25854170072448457, + "TN": 61081681, + "TP": 64842, + "n_pred": 111414, + "n_ref": 204227 + }, + "8": { + "Dice": 0.8902945424533169, + "FN": 13176, + "FP": 3838, + "IoU": 0.8022800432301774, + "TN": 61246429, + "TP": 69037, + "n_pred": 72875, + "n_ref": 82213 + }, + "9": { + "Dice": 0.8033156457994663, + "FN": 10993, + "FP": 14657, + "IoU": 0.6712844894977638, + "TN": 61254449, + "TP": 52381, + "n_pred": 67038, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.938428242221385, + "FN": 16506, + "FP": 4575, + "IoU": 0.8839988774617429, + "TN": 148925769, + "TP": 160650, + "n_pred": 165225, + "n_ref": 177156 + }, + "10": { + "Dice": 0.6798780487804879, + "FN": 22181, + "FP": 25489, + "IoU": 0.5150115473441108, + "TN": 149009209, + "TP": 50621, + "n_pred": 76110, + "n_ref": 72802 + }, + "11": { + "Dice": 0.780559646539028, + "FN": 749, + "FP": 294, + "IoU": 0.6400966183574879, + "TN": 149104602, + "TP": 1855, + "n_pred": 2149, + "n_ref": 2604 + }, + "12": { + "Dice": 0.5052748473070516, + "FN": 1187, + "FP": 595, + "IoU": 0.33803863298662706, + "TN": 149104808, + "TP": 910, + "n_pred": 1505, + "n_ref": 2097 + }, + "13": { + "Dice": 0.1299662894293282, + "FN": 77890, + "FP": 8828, + "IoU": 0.06949943666505713, + "TN": 149014305, + "TP": 6477, + "n_pred": 15305, + "n_ref": 84367 + }, + "14": { + "Dice": 0.8589310928409056, + "FN": 7294, + "FP": 20880, + "IoU": 0.752742527161989, + "TN": 148993554, + "TP": 85772, + "n_pred": 106652, + "n_ref": 93066 + }, + "15": { + "Dice": 0.7359779098148468, + "FN": 8191, + "FP": 13227, + "IoU": 0.5822508289448021, + "TN": 149056230, + "TP": 29852, + "n_pred": 43079, + "n_ref": 38043 + }, + "2": { + "Dice": 0.5259146689302355, + "FN": 99384, + "FP": 4499, + "IoU": 0.35677355838591235, + "TN": 148945997, + "TP": 57620, + "n_pred": 62119, + "n_ref": 157004 + }, + "3": { + "Dice": 0.23299524081876807, + "FN": 37884, + "FP": 108291, + "IoU": 0.1318588643342024, + "TN": 148939123, + "TP": 22202, + "n_pred": 130493, + "n_ref": 60086 + }, + "4": { + "Dice": 0.9062983995869902, + "FN": 1256, + "FP": 3826, + "IoU": 0.8286523483596885, + "TN": 149077841, + "TP": 24577, + "n_pred": 28403, + "n_ref": 25833 + }, + "5": { + "Dice": 0.009319059836621546, + "FN": 33558, + "FP": 35, + "IoU": 0.004681342775028888, + "TN": 149073749, + "TP": 158, + "n_pred": 193, + "n_ref": 33716 + }, + "6": { + "Dice": 0.9448945547125243, + "FN": 78007, + "FP": 41903, + "IoU": 0.8955451409456775, + "TN": 147959540, + "TP": 1028050, + "n_pred": 1069953, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.3467606570459533, + "FN": 209955, + "FP": 35614, + "IoU": 0.20974619223998944, + "TN": 148796753, + "TP": 65178, + "n_pred": 100792, + "n_ref": 275133 + }, + "8": { + "Dice": 0.7512625345397702, + "FN": 89455, + "FP": 2994, + "IoU": 0.6016176781104968, + "TN": 148875439, + "TP": 139612, + "n_pred": 142606, + "n_ref": 229067 + }, + "9": { + "Dice": 0.7438666158951205, + "FN": 32789, + "FP": 4879, + "IoU": 0.5921876014983869, + "TN": 149015134, + "TP": 54698, + "n_pred": 59577, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.21448748854106542, + "FN": 451931, + "FP": 10783, + "IoU": 0.12012656711422796, + "TN": 100186913, + "TP": 63173, + "n_pred": 73956, + "n_ref": 515104 + }, + "10": { + "Dice": 0.18662107759333812, + "FN": 30011, + "FP": 43734, + "IoU": 0.10291344808709932, + "TN": 100630595, + "TP": 8460, + "n_pred": 52194, + "n_ref": 38471 + }, + "11": { + "Dice": 0.2836411609498681, + "FN": 2621, + "FP": 1723, + "IoU": 0.1652574942352037, + "TN": 100707596, + "TP": 860, + "n_pred": 2583, + "n_ref": 3481 + }, + "12": { + "Dice": 0.3657709997579279, + "FN": 4362, + "FP": 878, + "IoU": 0.2238186935268849, + "TN": 100706049, + "TP": 1511, + "n_pred": 2389, + "n_ref": 5873 + }, + "13": { + "Dice": 0.0, + "FN": 39155, + "FP": 139, + "IoU": 0.0, + "TN": 100673506, + "TP": 0, + "n_pred": 139, + "n_ref": 39155 + }, + "14": { + "Dice": 0.3771774164342882, + "FN": 112235, + "FP": 25349, + "IoU": 0.23242061101068934, + "TN": 100533556, + "TP": 41660, + "n_pred": 67009, + "n_ref": 153895 + }, + "15": { + "Dice": 0.3795900354572155, + "FN": 70322, + "FP": 11216, + "IoU": 0.23425555492947164, + "TN": 100606318, + "TP": 24944, + "n_pred": 36160, + "n_ref": 95266 + }, + "2": { + "Dice": 0.09058539670641148, + "FN": 221555, + "FP": 11377, + "IoU": 0.047441449620296644, + "TN": 100468267, + "TP": 11601, + "n_pred": 22978, + "n_ref": 233156 + }, + "3": { + "Dice": 0.6085193764930447, + "FN": 38883, + "FP": 199230, + "IoU": 0.43731789448809594, + "TN": 100289625, + "TP": 185062, + "n_pred": 384292, + "n_ref": 223945 + }, + "4": { + "Dice": 0.2834933946525993, + "FN": 41933, + "FP": 37524, + "IoU": 0.1651571824829789, + "TN": 100617624, + "TP": 15719, + "n_pred": 53243, + "n_ref": 57652 + }, + "5": { + "Dice": 0.24474027669015921, + "FN": 14129, + "FP": 338, + "IoU": 0.1394325144250788, + "TN": 100695989, + "TP": 2344, + "n_pred": 2682, + "n_ref": 16473 + }, + "6": { + "Dice": 0.43368866927792943, + "FN": 1269644, + "FP": 841683, + "IoU": 0.2768853552748027, + "TN": 97793032, + "TP": 808441, + "n_pred": 1650124, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.36331015257780874, + "FN": 111043, + "FP": 103652, + "IoU": 0.2219786193150933, + "TN": 100436850, + "TP": 61255, + "n_pred": 164907, + "n_ref": 172298 + }, + "8": { + "Dice": 0.8065031718946274, + "FN": 16435, + "FP": 26542, + "IoU": 0.6757480647643765, + "TN": 100580258, + "TP": 89565, + "n_pred": 116107, + "n_ref": 106000 + }, + "9": { + "Dice": 0.6740346693570577, + "FN": 43063, + "FP": 13801, + "IoU": 0.5083350625994328, + "TN": 100597144, + "TP": 58792, + "n_pred": 72593, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6207640400962634, + "FN": 31791, + "FP": 24466, + "IoU": 0.45007820136852394, + "TN": 78848400, + "TP": 46043, + "n_pred": 70509, + "n_ref": 77834 + }, + "10": { + "Dice": 0.5551821774168456, + "FN": 21101, + "FP": 7491, + "IoU": 0.3842575643372456, + "TN": 78904265, + "TP": 17843, + "n_pred": 25334, + "n_ref": 38944 + }, + "11": { + "Dice": 0.2683127572016461, + "FN": 1042, + "FP": 736, + "IoU": 0.15494296577946767, + "TN": 78948596, + "TP": 326, + "n_pred": 1062, + "n_ref": 1368 + }, + "12": { + "Dice": 0.10891089108910891, + "FN": 2406, + "FP": 114, + "IoU": 0.05759162303664921, + "TN": 78948026, + "TP": 154, + "n_pred": 268, + "n_ref": 2560 + }, + "13": { + "Dice": 0.2636516324607759, + "FN": 49751, + "FP": 4174, + "IoU": 0.15184258953428018, + "TN": 78887121, + "TP": 9654, + "n_pred": 13828, + "n_ref": 59405 + }, + "14": { + "Dice": 0.38907720567349025, + "FN": 16996, + "FP": 15265, + "IoU": 0.24152442751681008, + "TN": 78908166, + "TP": 10273, + "n_pred": 25538, + "n_ref": 27269 + }, + "15": { + "Dice": 0.8775316428129655, + "FN": 8750, + "FP": 5309, + "IoU": 0.7817874216179301, + "TN": 78886272, + "TP": 50369, + "n_pred": 55678, + "n_ref": 59119 + }, + "2": { + "Dice": 0.39040104357232625, + "FN": 75580, + "FP": 1060, + "IoU": 0.24254553720560185, + "TN": 78849519, + "TP": 24541, + "n_pred": 25601, + "n_ref": 100121 + }, + "3": { + "Dice": 0.6799711446722361, + "FN": 11626, + "FP": 57137, + "IoU": 0.5151183945167614, + "TN": 78808886, + "TP": 73051, + "n_pred": 130188, + "n_ref": 84677 + }, + "4": { + "Dice": 0.8002850525565651, + "FN": 1406, + "FP": 6441, + "IoU": 0.667062667062667, + "TN": 78927131, + "TP": 15722, + "n_pred": 22163, + "n_ref": 17128 + }, + "5": { + "Dice": 0.1518873892872206, + "FN": 31917, + "FP": 257, + "IoU": 0.08218513764085009, + "TN": 78915645, + "TP": 2881, + "n_pred": 3138, + "n_ref": 34798 + }, + "6": { + "Dice": 0.8662301049440541, + "FN": 123598, + "FP": 56616, + "IoU": 0.7640263767113961, + "TN": 78186996, + "TP": 583490, + "n_pred": 640106, + "n_ref": 707088 + }, + "7": { + "Dice": 0.07140971693865193, + "FN": 693519, + "FP": 24129, + "IoU": 0.03702689864500391, + "TN": 78205458, + "TP": 27594, + "n_pred": 51723, + "n_ref": 721113 + }, + "8": { + "Dice": 0.563377242666494, + "FN": 200558, + "FP": 1797, + "IoU": 0.3921539177843529, + "TN": 78617795, + "TP": 130550, + "n_pred": 132347, + "n_ref": 331108 + }, + "9": { + "Dice": 0.49966644429619744, + "FN": 37574, + "FP": 1426, + "IoU": 0.3330369052912405, + "TN": 78892226, + "TP": 19474, + "n_pred": 20900, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8341921997107403, + "FN": 10928, + "FP": 43642, + "IoU": 0.715548651762118, + "TN": 104812597, + "TP": 137273, + "n_pred": 180915, + "n_ref": 148201 + }, + "10": { + "Dice": 0.47400357499417123, + "FN": 47590, + "FP": 40395, + "IoU": 0.3106190599315203, + "TN": 104876811, + "TP": 39644, + "n_pred": 80039, + "n_ref": 87234 + }, + "11": { + "Dice": 0.8012760866675528, + "FN": 1317, + "FP": 178, + "IoU": 0.6684408959858061, + "TN": 104999931, + "TP": 3014, + "n_pred": 3192, + "n_ref": 4331 + }, + "12": { + "Dice": 0.6477126477126477, + "FN": 2065, + "FP": 946, + "IoU": 0.4789756013151064, + "TN": 104998661, + "TP": 2768, + "n_pred": 3714, + "n_ref": 4833 + }, + "13": { + "Dice": 0.44765278833154054, + "FN": 55137, + "FP": 834, + "IoU": 0.28837156079947107, + "TN": 104925788, + "TP": 22681, + "n_pred": 23515, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9542806510803664, + "FN": 1693, + "FP": 4860, + "IoU": 0.9125590456619787, + "TN": 104929498, + "TP": 68389, + "n_pred": 73249, + "n_ref": 70082 + }, + "15": { + "Dice": 0.7526522053867851, + "FN": 9284, + "FP": 625, + "IoU": 0.6034020412247348, + "TN": 104979455, + "TP": 15076, + "n_pred": 15701, + "n_ref": 24360 + }, + "2": { + "Dice": 0.5238107460643395, + "FN": 109527, + "FP": 1787, + "IoU": 0.3548398314564412, + "TN": 104831903, + "TP": 61223, + "n_pred": 63010, + "n_ref": 170750 + }, + "3": { + "Dice": 0.7262195678280189, + "FN": 6290, + "FP": 104737, + "IoU": 0.570129317020288, + "TN": 104746160, + "TP": 147253, + "n_pred": 251990, + "n_ref": 153543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 26838, + "IoU": 0.0, + "TN": 104977602, + "TP": 0, + "n_pred": 26838, + "n_ref": 0 + }, + "5": { + "Dice": 0.42325909921887983, + "FN": 19893, + "FP": 7869, + "IoU": 0.26843922105984347, + "TN": 104966491, + "TP": 10187, + "n_pred": 18056, + "n_ref": 30080 + }, + "6": { + "Dice": 0.8548535688323653, + "FN": 48147, + "FP": 355183, + "IoU": 0.7465015351449196, + "TN": 103413385, + "TP": 1187725, + "n_pred": 1542908, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.7123226270180341, + "FN": 53691, + "FP": 88791, + "IoU": 0.5531840831903865, + "TN": 104685557, + "TP": 176401, + "n_pred": 265192, + "n_ref": 230092 + }, + "8": { + "Dice": 0.6467226950798003, + "FN": 185149, + "FP": 12628, + "IoU": 0.4778936975655085, + "TN": 104625634, + "TP": 181029, + "n_pred": 193657, + "n_ref": 366178 + }, + "9": { + "Dice": 0.7786575898722082, + "FN": 28357, + "FP": 8709, + "IoU": 0.6375424151452627, + "TN": 104902177, + "TP": 65197, + "n_pred": 73906, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7016445873719991, + "FN": 138629, + "FP": 99063, + "IoU": 0.540410260971455, + "TN": 177159105, + "TP": 279491, + "n_pred": 378554, + "n_ref": 418120 + }, + "10": { + "Dice": 0.2546312367848013, + "FN": 55824, + "FP": 38650, + "IoU": 0.1458896493115513, + "TN": 177565677, + "TP": 16137, + "n_pred": 54787, + "n_ref": 71961 + }, + "11": { + "Dice": 0.7214714714714715, + "FN": 1860, + "FP": 366, + "IoU": 0.5642982971227246, + "TN": 177671179, + "TP": 2883, + "n_pred": 3249, + "n_ref": 4743 + }, + "12": { + "Dice": 0.6694444444444444, + "FN": 2306, + "FP": 550, + "IoU": 0.5031315240083507, + "TN": 177670540, + "TP": 2892, + "n_pred": 3442, + "n_ref": 5198 + }, + "13": { + "Dice": 0.5988471802765764, + "FN": 41292, + "FP": 6659, + "IoU": 0.42739604977191853, + "TN": 177592546, + "TP": 35791, + "n_pred": 42450, + "n_ref": 77083 + }, + "14": { + "Dice": 0.9320618062082247, + "FN": 5337, + "FP": 5000, + "IoU": 0.872767554926457, + "TN": 177595043, + "TP": 70908, + "n_pred": 75908, + "n_ref": 76245 + }, + "15": { + "Dice": 0.608765681765306, + "FN": 6161, + "FP": 15700, + "IoU": 0.43757235843474235, + "TN": 177637419, + "TP": 17008, + "n_pred": 32708, + "n_ref": 23169 + }, + "2": { + "Dice": 0.5241560023124631, + "FN": 137753, + "FP": 1350, + "IoU": 0.3551567802110182, + "TN": 177460572, + "TP": 76613, + "n_pred": 77963, + "n_ref": 214366 + }, + "3": { + "Dice": 0.7581053630754627, + "FN": 7379, + "FP": 120039, + "IoU": 0.6104425774418804, + "TN": 177349204, + "TP": 199666, + "n_pred": 319705, + "n_ref": 207045 + }, + "4": { + "Dice": 0.575014878537034, + "FN": 7863, + "FP": 31412, + "IoU": 0.40352342622826337, + "TN": 177610443, + "TP": 26570, + "n_pred": 57982, + "n_ref": 34433 + }, + "5": { + "Dice": 0.5596893810218379, + "FN": 17559, + "FP": 3874, + "IoU": 0.3885893595778063, + "TN": 177641233, + "TP": 13622, + "n_pred": 17496, + "n_ref": 31181 + }, + "6": { + "Dice": 0.8238325415387007, + "FN": 236455, + "FP": 434616, + "IoU": 0.700438135413528, + "TN": 175436113, + "TP": 1569104, + "n_pred": 2003720, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.7227611181937439, + "FN": 94361, + "FP": 115709, + "IoU": 0.5658777919222312, + "TN": 177192392, + "TP": 273826, + "n_pred": 389535, + "n_ref": 368187 + }, + "8": { + "Dice": 0.6294154407245011, + "FN": 76568, + "FP": 68126, + "IoU": 0.4592313815772262, + "TN": 177408717, + "TP": 122877, + "n_pred": 191003, + "n_ref": 199445 + }, + "9": { + "Dice": 0.6981621348348885, + "FN": 55127, + "FP": 14130, + "IoU": 0.5362896206328589, + "TN": 177526934, + "TP": 80097, + "n_pred": 94227, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8909785895599489, + "FN": 21916, + "FP": 18499, + "IoU": 0.8033916939497279, + "TN": 193799974, + "TP": 165146, + "n_pred": 183645, + "n_ref": 187062 + }, + "10": { + "Dice": 0.8597355312828073, + "FN": 10067, + "FP": 15051, + "IoU": 0.753979059130043, + "TN": 193903438, + "TP": 76979, + "n_pred": 92030, + "n_ref": 87046 + }, + "11": { + "Dice": 0.5686319144092875, + "FN": 1863, + "FP": 32, + "IoU": 0.397264631043257, + "TN": 194002391, + "TP": 1249, + "n_pred": 1281, + "n_ref": 3112 + }, + "12": { + "Dice": 0.6038322112894873, + "FN": 2201, + "FP": 94, + "IoU": 0.43249258160237386, + "TN": 194001491, + "TP": 1749, + "n_pred": 1843, + "n_ref": 3950 + }, + "13": { + "Dice": 0.5001804179510706, + "FN": 42619, + "FP": 5862, + "IoU": 0.3334937241369829, + "TN": 193932796, + "TP": 24258, + "n_pred": 30120, + "n_ref": 66877 + }, + "14": { + "Dice": 0.8762419866958023, + "FN": 3322, + "FP": 17180, + "IoU": 0.7797425925528029, + "TN": 193912453, + "TP": 72580, + "n_pred": 89760, + "n_ref": 75902 + }, + "15": { + "Dice": 0.7986085072699246, + "FN": 1797, + "FP": 7871, + "IoU": 0.6647362763116829, + "TN": 193976698, + "TP": 19169, + "n_pred": 27040, + "n_ref": 20966 + }, + "2": { + "Dice": 0.7300782659438463, + "FN": 56951, + "FP": 3644, + "IoU": 0.5749002055520088, + "TN": 193862992, + "TP": 81948, + "n_pred": 85592, + "n_ref": 138899 + }, + "3": { + "Dice": 0.8091990657702879, + "FN": 9134, + "FP": 50012, + "IoU": 0.6795418465922944, + "TN": 193820968, + "TP": 125421, + "n_pred": 175433, + "n_ref": 134555 + }, + "4": { + "Dice": 0.9061326059387935, + "FN": 2094, + "FP": 1829, + "IoU": 0.8283751859305276, + "TN": 193982677, + "TP": 18935, + "n_pred": 20764, + "n_ref": 21029 + }, + "5": { + "Dice": 0.2843228061788521, + "FN": 22512, + "FP": 1441, + "IoU": 0.16572045557451848, + "TN": 193976824, + "TP": 4758, + "n_pred": 6199, + "n_ref": 27270 + }, + "6": { + "Dice": 0.9031347009911112, + "FN": 56523, + "FP": 228489, + "IoU": 0.8233779496964397, + "TN": 192391852, + "TP": 1328671, + "n_pred": 1557160, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.5773496334212429, + "FN": 188651, + "FP": 6545, + "IoU": 0.4058267913076036, + "TN": 193677018, + "TP": 133321, + "n_pred": 139866, + "n_ref": 321972 + }, + "8": { + "Dice": 0.7636168756667538, + "FN": 89653, + "FP": 4297, + "IoU": 0.617621561341316, + "TN": 193759836, + "TP": 151749, + "n_pred": 156046, + "n_ref": 241402 + }, + "9": { + "Dice": 0.6927003382130867, + "FN": 42913, + "FP": 6333, + "IoU": 0.5298711217183771, + "TN": 193900785, + "TP": 55504, + "n_pred": 61837, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8776134382529925, + "FN": 13018, + "FP": 15273, + "IoU": 0.7819172717882306, + "TN": 99526074, + "TP": 101435, + "n_pred": 116708, + "n_ref": 114453 + }, + "10": { + "Dice": 0.6917705190799923, + "FN": 30525, + "FP": 6154, + "IoU": 0.5287837716311875, + "TN": 99577961, + "TP": 41160, + "n_pred": 47314, + "n_ref": 71685 + }, + "11": { + "Dice": 0.4839577727178638, + "FN": 2473, + "FP": 20, + "IoU": 0.3192244675040961, + "TN": 99652138, + "TP": 1169, + "n_pred": 1189, + "n_ref": 3642 + }, + "12": { + "Dice": 0.019428254232583958, + "FN": 3533, + "FP": 0, + "IoU": 0.009809417040358745, + "TN": 99652232, + "TP": 35, + "n_pred": 35, + "n_ref": 3568 + }, + "13": { + "Dice": 0.3815268364624588, + "FN": 33919, + "FP": 3404, + "IoU": 0.23573256885430532, + "TN": 99606965, + "TP": 11512, + "n_pred": 14916, + "n_ref": 45431 + }, + "14": { + "Dice": 0.3388213195585818, + "FN": 36102, + "FP": 34297, + "IoU": 0.20396440403903343, + "TN": 99567363, + "TP": 18038, + "n_pred": 52335, + "n_ref": 54140 + }, + "15": { + "Dice": 0.34871566513546454, + "FN": 23068, + "FP": 32510, + "IoU": 0.21117844926692877, + "TN": 99585343, + "TP": 14879, + "n_pred": 47389, + "n_ref": 37947 + }, + "2": { + "Dice": 0.8424052508998517, + "FN": 15285, + "FP": 21931, + "IoU": 0.7277203456172311, + "TN": 99519117, + "TP": 99467, + "n_pred": 121398, + "n_ref": 114752 + }, + "3": { + "Dice": 0.8927603833305569, + "FN": 21987, + "FP": 2475, + "IoU": 0.8062937505938995, + "TN": 99529516, + "TP": 101822, + "n_pred": 104297, + "n_ref": 123809 + }, + "4": { + "Dice": 0.6822860869160184, + "FN": 4258, + "FP": 9384, + "IoU": 0.5177801343230823, + "TN": 99627510, + "TP": 14648, + "n_pred": 24032, + "n_ref": 18906 + }, + "5": { + "Dice": 0.5902373488580385, + "FN": 3671, + "FP": 904, + "IoU": 0.41867852604828465, + "TN": 99647930, + "TP": 3295, + "n_pred": 4199, + "n_ref": 6966 + }, + "6": { + "Dice": 0.95736368306764, + "FN": 59905, + "FP": 55370, + "IoU": 0.9182144027789011, + "TN": 98246322, + "TP": 1294203, + "n_pred": 1349573, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.8233374380501179, + "FN": 31245, + "FP": 27001, + "IoU": 0.6997226432408468, + "TN": 99461826, + "TP": 135728, + "n_pred": 162729, + "n_ref": 166973 + }, + "8": { + "Dice": 0.9373551076636801, + "FN": 9745, + "FP": 2442, + "IoU": 0.8820962811036724, + "TN": 99552436, + "TP": 91177, + "n_pred": 93619, + "n_ref": 100922 + }, + "9": { + "Dice": 0.8903420853734678, + "FN": 14252, + "FP": 5770, + "IoU": 0.8023572613124852, + "TN": 99554496, + "TP": 81282, + "n_pred": 87052, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8462256739016388, + "FN": 109791, + "FP": 12733, + "IoU": 0.7334412412895871, + "TN": 62623869, + "TP": 337127, + "n_pred": 349860, + "n_ref": 446918 + }, + "10": { + "Dice": 0.8006496418815151, + "FN": 11934, + "FP": 17402, + "IoU": 0.6675694357881854, + "TN": 62995273, + "TP": 58911, + "n_pred": 76313, + "n_ref": 70845 + }, + "11": { + "Dice": 0.6626919602529359, + "FN": 1711, + "FP": 156, + "IoU": 0.49554174547419616, + "TN": 63079819, + "TP": 1834, + "n_pred": 1990, + "n_ref": 3545 + }, + "12": { + "Dice": 0.4915084915084915, + "FN": 2272, + "FP": 273, + "IoU": 0.3258278145695364, + "TN": 63079745, + "TP": 1230, + "n_pred": 1503, + "n_ref": 3502 + }, + "13": { + "Dice": 0.34944437906628784, + "FN": 35262, + "FP": 3435, + "IoU": 0.21171317987370136, + "TN": 63034430, + "TP": 10393, + "n_pred": 13828, + "n_ref": 45655 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1410, + "IoU": 0.0, + "TN": 63082110, + "TP": 0, + "n_pred": 1410, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 63083520, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8283546769961724, + "FN": 33835, + "FP": 3520, + "IoU": 0.707001223606187, + "TN": 62956028, + "TP": 90137, + "n_pred": 93657, + "n_ref": 123972 + }, + "3": { + "Dice": 0.8428646648932897, + "FN": 4331, + "FP": 41627, + "IoU": 0.7284062972768532, + "TN": 62914304, + "TP": 123258, + "n_pred": 164885, + "n_ref": 127589 + }, + "4": { + "Dice": 0.3020993343573989, + "FN": 14194, + "FP": 3525, + "IoU": 0.1779252110977081, + "TN": 63061966, + "TP": 3835, + "n_pred": 7360, + "n_ref": 18029 + }, + "5": { + "Dice": 0.45031990169908054, + "FN": 11640, + "FP": 1333, + "IoU": 0.29058894296494775, + "TN": 63065233, + "TP": 5314, + "n_pred": 6647, + "n_ref": 16954 + }, + "6": { + "Dice": 0.8475166166466817, + "FN": 205539, + "FP": 126996, + "IoU": 0.7353829381736581, + "TN": 61826855, + "TP": 924130, + "n_pred": 1051126, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.54712668219868, + "FN": 69532, + "FP": 74700, + "IoU": 0.37658251101112133, + "TN": 62852163, + "TP": 87125, + "n_pred": 161825, + "n_ref": 156657 + }, + "8": { + "Dice": 0.7352141024506769, + "FN": 45477, + "FP": 2409, + "IoU": 0.5812953037152325, + "TN": 62969153, + "TP": 66481, + "n_pred": 68890, + "n_ref": 111958 + }, + "9": { + "Dice": 0.8450039152409653, + "FN": 7278, + "FP": 5786, + "IoU": 0.7316076014381099, + "TN": 63034845, + "TP": 35611, + "n_pred": 41397, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8032308821986783, + "FN": 101917, + "FP": 1252, + "IoU": 0.6711661173830727, + "TN": 109295076, + "TP": 210573, + "n_pred": 211825, + "n_ref": 312490 + }, + "10": { + "Dice": 0.42670797416795286, + "FN": 49638, + "FP": 53249, + "IoU": 0.27121981625902236, + "TN": 109467641, + "TP": 38290, + "n_pred": 91539, + "n_ref": 87928 + }, + "11": { + "Dice": 0.6998098342841619, + "FN": 1890, + "FP": 320, + "IoU": 0.5382365231926453, + "TN": 109604032, + "TP": 2576, + "n_pred": 2896, + "n_ref": 4466 + }, + "12": { + "Dice": 0.48624700018460404, + "FN": 2764, + "FP": 19, + "IoU": 0.32121951219512196, + "TN": 109604718, + "TP": 1317, + "n_pred": 1336, + "n_ref": 4081 + }, + "13": { + "Dice": 0.34736518089746765, + "FN": 57645, + "FP": 29284, + "IoU": 0.2101887101023959, + "TN": 109498755, + "TP": 23134, + "n_pred": 52418, + "n_ref": 80779 + }, + "14": { + "Dice": 0.4389267268683562, + "FN": 49452, + "FP": 71893, + "IoU": 0.2811698428401329, + "TN": 109440009, + "TP": 47464, + "n_pred": 119357, + "n_ref": 96916 + }, + "15": { + "Dice": 0.8443272607666925, + "FN": 23964, + "FP": 5380, + "IoU": 0.7305937330725939, + "TN": 109499897, + "TP": 79577, + "n_pred": 84957, + "n_ref": 103541 + }, + "2": { + "Dice": 0.5848800219431685, + "FN": 121304, + "FP": 10365, + "IoU": 0.41330772726867654, + "TN": 109384392, + "TP": 92757, + "n_pred": 103122, + "n_ref": 214061 + }, + "3": { + "Dice": 0.7747322042047214, + "FN": 29761, + "FP": 95808, + "IoU": 0.6322962268847274, + "TN": 109267323, + "TP": 215926, + "n_pred": 311734, + "n_ref": 245687 + }, + "4": { + "Dice": 0.5202315175608346, + "FN": 20584, + "FP": 34207, + "IoU": 0.3515627773767116, + "TN": 109524321, + "TP": 29706, + "n_pred": 63913, + "n_ref": 50290 + }, + "5": { + "Dice": 0.6645501445660185, + "FN": 4691, + "FP": 1226, + "IoU": 0.4976226863644082, + "TN": 109597040, + "TP": 5861, + "n_pred": 7087, + "n_ref": 10552 + }, + "6": { + "Dice": 0.7155068046091417, + "FN": 54277, + "FP": 896959, + "IoU": 0.5570343285403082, + "TN": 107461392, + "TP": 1196190, + "n_pred": 2093149, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.40078532644682824, + "FN": 895335, + "FP": 9599, + "IoU": 0.25061383757588607, + "TN": 108401251, + "TP": 302633, + "n_pred": 312232, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.9095739163506863, + "FN": 10497, + "FP": 5195, + "IoU": 0.8341454134209887, + "TN": 109514205, + "TP": 78921, + "n_pred": 84116, + "n_ref": 89418 + }, + "9": { + "Dice": 0.6400926964633642, + "FN": 11836, + "FP": 36930, + "IoU": 0.47068847619150994, + "TN": 109516687, + "TP": 43365, + "n_pred": 80295, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7254659586075451, + "FN": 6249, + "FP": 33506, + "IoU": 0.569200927591513, + "TN": 66975070, + "TP": 52527, + "n_pred": 86033, + "n_ref": 58776 + }, + "10": { + "Dice": 0.4379340667228972, + "FN": 54393, + "FP": 8247, + "IoU": 0.28035568627000446, + "TN": 66980309, + "TP": 24403, + "n_pred": 32650, + "n_ref": 78796 + }, + "11": { + "Dice": 0.08083832335329341, + "FN": 2991, + "FP": 79, + "IoU": 0.0421216848673947, + "TN": 67064147, + "TP": 135, + "n_pred": 214, + "n_ref": 3126 + }, + "12": { + "Dice": 0.0, + "FN": 3311, + "FP": 0, + "IoU": 0.0, + "TN": 67064041, + "TP": 0, + "n_pred": 0, + "n_ref": 3311 + }, + "13": { + "Dice": 0.13943919184447168, + "FN": 35195, + "FP": 2032, + "IoU": 0.07494471088139552, + "TN": 67027109, + "TP": 3016, + "n_pred": 5048, + "n_ref": 38211 + }, + "14": { + "Dice": 0.7718731198141852, + "FN": 20311, + "FP": 12297, + "IoU": 0.6284962346051747, + "TN": 66979579, + "TP": 55165, + "n_pred": 67462, + "n_ref": 75476 + }, + "15": { + "Dice": 0.13328826710557254, + "FN": 26827, + "FP": 32151, + "IoU": 0.07140270495804009, + "TN": 67003839, + "TP": 4535, + "n_pred": 36686, + "n_ref": 31362 + }, + "2": { + "Dice": 0.12060959108609616, + "FN": 136545, + "FP": 1886, + "IoU": 0.06417484654281928, + "TN": 66919428, + "TP": 9493, + "n_pred": 11379, + "n_ref": 146038 + }, + "3": { + "Dice": 0.6992553253417757, + "FN": 4213, + "FP": 130111, + "IoU": 0.5375807712036244, + "TN": 66776871, + "TP": 156157, + "n_pred": 286268, + "n_ref": 160370 + }, + "4": { + "Dice": 0.0, + "FN": 13039, + "FP": 1429, + "IoU": 0.0, + "TN": 67052884, + "TP": 0, + "n_pred": 1429, + "n_ref": 13039 + }, + "5": { + "Dice": 0.2585728355269048, + "FN": 7477, + "FP": 804, + "IoU": 0.14848329048843187, + "TN": 67057627, + "TP": 1444, + "n_pred": 2248, + "n_ref": 8921 + }, + "6": { + "Dice": 0.8829177390660851, + "FN": 159984, + "FP": 83983, + "IoU": 0.7903784438649476, + "TN": 65903507, + "TP": 919878, + "n_pred": 1003861, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.14478005693511992, + "FN": 323155, + "FP": 13014, + "IoU": 0.07803929527403572, + "TN": 66702728, + "TP": 28455, + "n_pred": 41469, + "n_ref": 351610 + }, + "8": { + "Dice": 0.8844702433845337, + "FN": 9072, + "FP": 10950, + "IoU": 0.7928701481420177, + "TN": 66970688, + "TP": 76642, + "n_pred": 87592, + "n_ref": 85714 + }, + "9": { + "Dice": 0.811359204797021, + "FN": 22002, + "FP": 3732, + "IoU": 0.6825941092308452, + "TN": 66986276, + "TP": 55342, + "n_pred": 59074, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6096421431354627, + "FN": 96511, + "FP": 10684, + "IoU": 0.43847858313995214, + "TN": 74328379, + "TP": 83706, + "n_pred": 94390, + "n_ref": 180217 + }, + "10": { + "Dice": 0.6699047131238023, + "FN": 18220, + "FP": 19159, + "IoU": 0.5036516704732565, + "TN": 74443972, + "TP": 37929, + "n_pred": 57088, + "n_ref": 56149 + }, + "11": { + "Dice": 0.33397776703721604, + "FN": 2696, + "FP": 60, + "IoU": 0.2004641717435451, + "TN": 74515833, + "TP": 691, + "n_pred": 751, + "n_ref": 3387 + }, + "12": { + "Dice": 0.029471960704052395, + "FN": 2165, + "FP": 206, + "IoU": 0.014956377233070212, + "TN": 74516873, + "TP": 36, + "n_pred": 242, + "n_ref": 2201 + }, + "13": { + "Dice": 0.10963608999343959, + "FN": 40049, + "FP": 6095, + "IoU": 0.057997346126365215, + "TN": 74470295, + "TP": 2841, + "n_pred": 8936, + "n_ref": 42890 + }, + "14": { + "Dice": 0.5673377755487091, + "FN": 8170, + "FP": 28062, + "IoU": 0.39600246720122695, + "TN": 74459293, + "TP": 23755, + "n_pred": 51817, + "n_ref": 31925 + }, + "15": { + "Dice": 0.514932091275588, + "FN": 17203, + "FP": 7583, + "IoU": 0.34673976068736495, + "TN": 74481338, + "TP": 13156, + "n_pred": 20739, + "n_ref": 30359 + }, + "2": { + "Dice": 0.765738126409767, + "FN": 43817, + "FP": 15589, + "IoU": 0.6204016690415791, + "TN": 74362783, + "TP": 97091, + "n_pred": 112680, + "n_ref": 140908 + }, + "3": { + "Dice": 0.7960335251704945, + "FN": 21058, + "FP": 47910, + "IoU": 0.6611758232580532, + "TN": 74315729, + "TP": 134583, + "n_pred": 182493, + "n_ref": 155641 + }, + "4": { + "Dice": 0.0036205052250473132, + "FN": 13234, + "FP": 10984, + "IoU": 0.001813535570027203, + "TN": 74495018, + "TP": 44, + "n_pred": 11028, + "n_ref": 13278 + }, + "5": { + "Dice": 0.43864124597207305, + "FN": 6887, + "FP": 1475, + "IoU": 0.28093559205434687, + "TN": 74507651, + "TP": 3267, + "n_pred": 4742, + "n_ref": 10154 + }, + "6": { + "Dice": 0.9306930943302046, + "FN": 132945, + "FP": 86437, + "IoU": 0.8703704141396474, + "TN": 72826904, + "TP": 1472994, + "n_pred": 1559431, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.5429543533571027, + "FN": 103917, + "FP": 2608, + "IoU": 0.37264059270078154, + "TN": 74349481, + "TP": 63274, + "n_pred": 65882, + "n_ref": 167191 + }, + "8": { + "Dice": 0.9056637444511365, + "FN": 3479, + "FP": 9208, + "IoU": 0.8275918300786824, + "TN": 74445693, + "TP": 60900, + "n_pred": 70108, + "n_ref": 64379 + }, + "9": { + "Dice": 0.7767296577780826, + "FN": 30567, + "FP": 5244, + "IoU": 0.6349615706101812, + "TN": 74421178, + "TP": 62291, + "n_pred": 67535, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7690529524277108, + "FN": 94953, + "FP": 17942, + "IoU": 0.6247652601665199, + "TN": 65750315, + "TP": 187970, + "n_pred": 205912, + "n_ref": 282923 + }, + "10": { + "Dice": 0.37320264141059045, + "FN": 56462, + "FP": 34470, + "IoU": 0.22940942179436116, + "TN": 65933177, + "TP": 27071, + "n_pred": 61541, + "n_ref": 83533 + }, + "11": { + "Dice": 0.12078071182548794, + "FN": 3374, + "FP": 455, + "IoU": 0.06427174975562072, + "TN": 66047088, + "TP": 263, + "n_pred": 718, + "n_ref": 3637 + }, + "12": { + "Dice": 0.3251798561151079, + "FN": 2348, + "FP": 466, + "IoU": 0.19415807560137457, + "TN": 66047688, + "TP": 678, + "n_pred": 1144, + "n_ref": 3026 + }, + "13": { + "Dice": 0.41734384103523353, + "FN": 34016, + "FP": 3986, + "IoU": 0.26369836472138264, + "TN": 65999568, + "TP": 13610, + "n_pred": 17596, + "n_ref": 47626 + }, + "14": { + "Dice": 0.7845675886515117, + "FN": 1343, + "FP": 30139, + "IoU": 0.6455049094676155, + "TN": 65962372, + "TP": 57326, + "n_pred": 87465, + "n_ref": 58669 + }, + "15": { + "Dice": 0.8230075949367088, + "FN": 4278, + "FP": 4461, + "IoU": 0.6992463089789035, + "TN": 66022123, + "TP": 20318, + "n_pred": 24779, + "n_ref": 24596 + }, + "2": { + "Dice": 0.6237029823723782, + "FN": 77979, + "FP": 1624, + "IoU": 0.4531746958570614, + "TN": 65905607, + "TP": 65970, + "n_pred": 67594, + "n_ref": 143949 + }, + "3": { + "Dice": 0.6601682608925705, + "FN": 44537, + "FP": 71069, + "IoU": 0.49272475164109947, + "TN": 65823284, + "TP": 112290, + "n_pred": 183359, + "n_ref": 156827 + }, + "4": { + "Dice": 0.8697890380539013, + "FN": 3677, + "FP": 4063, + "IoU": 0.7695811378047691, + "TN": 66017589, + "TP": 25851, + "n_pred": 29914, + "n_ref": 29528 + }, + "5": { + "Dice": 0.8184149051336106, + "FN": 2797, + "FP": 390, + "IoU": 0.6926415276304368, + "TN": 66040811, + "TP": 7182, + "n_pred": 7572, + "n_ref": 9979 + }, + "6": { + "Dice": 0.7313566834317122, + "FN": 56115, + "FP": 654550, + "IoU": 0.5764872394630592, + "TN": 64373155, + "TP": 967360, + "n_pred": 1621910, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.2999820522669201, + "FN": 803540, + "FP": 3825, + "IoU": 0.17645816778989695, + "TN": 65070823, + "TP": 172992, + "n_pred": 176817, + "n_ref": 976532 + }, + "8": { + "Dice": 0.8988430297585214, + "FN": 7765, + "FP": 8786, + "IoU": 0.8162714799520447, + "TN": 65961096, + "TP": 73533, + "n_pred": 82319, + "n_ref": 81298 + }, + "9": { + "Dice": 0.7714594248690158, + "FN": 21863, + "FP": 6708, + "IoU": 0.6279478598309742, + "TN": 65974387, + "TP": 48222, + "n_pred": 54930, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9224111244179974, + "FN": 6152, + "FP": 18661, + "IoU": 0.8559954035529607, + "TN": 113300233, + "TP": 147494, + "n_pred": 166155, + "n_ref": 153646 + }, + "10": { + "Dice": 0.7422794440682872, + "FN": 8759, + "FP": 41104, + "IoU": 0.5901783512780472, + "TN": 113350870, + "TP": 71807, + "n_pred": 112911, + "n_ref": 80566 + }, + "11": { + "Dice": 0.5786109927567107, + "FN": 1872, + "FP": 106, + "IoU": 0.40707434052757796, + "TN": 113469204, + "TP": 1358, + "n_pred": 1464, + "n_ref": 3230 + }, + "12": { + "Dice": 0.711924966502903, + "FN": 1692, + "FP": 243, + "IoU": 0.5527045769764216, + "TN": 113468214, + "TP": 2391, + "n_pred": 2634, + "n_ref": 4083 + }, + "13": { + "Dice": 0.3474837669856149, + "FN": 58119, + "FP": 12326, + "IoU": 0.21027555435976772, + "TN": 113383338, + "TP": 18757, + "n_pred": 31083, + "n_ref": 76876 + }, + "14": { + "Dice": 0.9309581033974715, + "FN": 31381, + "FP": 3062, + "IoU": 0.8708340677349554, + "TN": 113205883, + "TP": 232214, + "n_pred": 235276, + "n_ref": 263595 + }, + "15": { + "Dice": 0.6202401978099611, + "FN": 4324, + "FP": 17178, + "IoU": 0.4495276618622155, + "TN": 113433479, + "TP": 17559, + "n_pred": 34737, + "n_ref": 21883 + }, + "2": { + "Dice": 0.7664063505072115, + "FN": 46664, + "FP": 2361, + "IoU": 0.6212794227842625, + "TN": 113343091, + "TP": 80424, + "n_pred": 82785, + "n_ref": 127088 + }, + "3": { + "Dice": 0.8294489312190658, + "FN": 5170, + "FP": 42176, + "IoU": 0.7085969620128512, + "TN": 113310064, + "TP": 115130, + "n_pred": 157306, + "n_ref": 120300 + }, + "4": { + "Dice": 0.6064499794284267, + "FN": 2349, + "FP": 34956, + "IoU": 0.43518350290697677, + "TN": 113406492, + "TP": 28743, + "n_pred": 63699, + "n_ref": 31092 + }, + "5": { + "Dice": 0.3433119334439395, + "FN": 25687, + "FP": 1624, + "IoU": 0.2072278664731495, + "TN": 113438090, + "TP": 7139, + "n_pred": 8763, + "n_ref": 32826 + }, + "6": { + "Dice": 0.9195332443610776, + "FN": 128379, + "FP": 49306, + "IoU": 0.8510518621346397, + "TN": 112279608, + "TP": 1015247, + "n_pred": 1064553, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.572508930492139, + "FN": 123546, + "FP": 17547, + "IoU": 0.40105955317080627, + "TN": 113236969, + "TP": 94478, + "n_pred": 112025, + "n_ref": 218024 + }, + "8": { + "Dice": 0.7669284860830902, + "FN": 77535, + "FP": 5758, + "IoU": 0.6219659423052485, + "TN": 113252208, + "TP": 137039, + "n_pred": 142797, + "n_ref": 214574 + }, + "9": { + "Dice": 0.8390092716069556, + "FN": 26651, + "FP": 3892, + "IoU": 0.7226666424530787, + "TN": 113362409, + "TP": 79588, + "n_pred": 83480, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7274951374722989, + "FN": 19841, + "FP": 60579, + "IoU": 0.5717032279367514, + "TN": 75008961, + "TP": 107347, + "n_pred": 167926, + "n_ref": 127188 + }, + "10": { + "Dice": 0.49107474546496327, + "FN": 61059, + "FP": 19768, + "IoU": 0.3254467005499779, + "TN": 75076905, + "TP": 38996, + "n_pred": 58764, + "n_ref": 100055 + }, + "11": { + "Dice": 0.5180300844838245, + "FN": 2287, + "FP": 52, + "IoU": 0.34955506117908786, + "TN": 75193132, + "TP": 1257, + "n_pred": 1309, + "n_ref": 3544 + }, + "12": { + "Dice": 0.0062402496099844, + "FN": 3096, + "FP": 89, + "IoU": 0.003129890453834116, + "TN": 75193533, + "TP": 10, + "n_pred": 99, + "n_ref": 3106 + }, + "13": { + "Dice": 0.21478406131774186, + "FN": 46517, + "FP": 17409, + "IoU": 0.12031265051122211, + "TN": 75124059, + "TP": 8743, + "n_pred": 26152, + "n_ref": 55260 + }, + "14": { + "Dice": 0.9429023985518178, + "FN": 8046, + "FP": 7094, + "IoU": 0.8919728861933642, + "TN": 75056578, + "TP": 125010, + "n_pred": 132104, + "n_ref": 133056 + }, + "15": { + "Dice": 0.44449163270473124, + "FN": 46600, + "FP": 21417, + "IoU": 0.2857532894391414, + "TN": 75101499, + "TP": 27212, + "n_pred": 48629, + "n_ref": 73812 + }, + "2": { + "Dice": 0.6510743296556946, + "FN": 74937, + "FP": 1566, + "IoU": 0.48266138303195877, + "TN": 75048850, + "TP": 71375, + "n_pred": 72941, + "n_ref": 146312 + }, + "3": { + "Dice": 0.7750790122170842, + "FN": 6134, + "FP": 75921, + "IoU": 0.6327583737625092, + "TN": 74973292, + "TP": 141381, + "n_pred": 217302, + "n_ref": 147515 + }, + "4": { + "Dice": 0.735529251363411, + "FN": 1226, + "FP": 15844, + "IoU": 0.5816894160315632, + "TN": 75155921, + "TP": 23737, + "n_pred": 39581, + "n_ref": 24963 + }, + "5": { + "Dice": 0.3218787030054939, + "FN": 6207, + "FP": 88, + "IoU": 0.19180896135575812, + "TN": 75188939, + "TP": 1494, + "n_pred": 1582, + "n_ref": 7701 + }, + "6": { + "Dice": 0.8886502545151531, + "FN": 30130, + "FP": 277212, + "IoU": 0.7996134953245192, + "TN": 73662982, + "TP": 1226404, + "n_pred": 1503616, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.642254034831768, + "FN": 63769, + "FP": 34316, + "IoU": 0.47302960296566915, + "TN": 75010598, + "TP": 88045, + "n_pred": 122361, + "n_ref": 151814 + }, + "8": { + "Dice": 0.8432717468876377, + "FN": 20932, + "FP": 2786, + "IoU": 0.7290145672664953, + "TN": 75109203, + "TP": 63807, + "n_pred": 66593, + "n_ref": 84739 + }, + "9": { + "Dice": 0.8010239568618733, + "FN": 21378, + "FP": 6371, + "IoU": 0.6680900435385867, + "TN": 75113124, + "TP": 55855, + "n_pred": 62226, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9048505486189936, + "FN": 36485, + "FP": 1237, + "IoU": 0.8262347641027058, + "TN": 86710786, + "TP": 179364, + "n_pred": 180601, + "n_ref": 215849 + }, + "10": { + "Dice": 0.6047789592382888, + "FN": 30749, + "FP": 19020, + "IoU": 0.4334646207084965, + "TN": 86840024, + "TP": 38079, + "n_pred": 57099, + "n_ref": 68828 + }, + "11": { + "Dice": 0.6549988012467034, + "FN": 1224, + "FP": 215, + "IoU": 0.48698752228163994, + "TN": 86925067, + "TP": 1366, + "n_pred": 1581, + "n_ref": 2590 + }, + "12": { + "Dice": 0.6695507487520799, + "FN": 1897, + "FP": 1082, + "IoU": 0.5032516258129065, + "TN": 86921875, + "TP": 3018, + "n_pred": 4100, + "n_ref": 4915 + }, + "13": { + "Dice": 0.4244522098415419, + "FN": 36048, + "FP": 16328, + "IoU": 0.26939976844425223, + "TN": 86856183, + "TP": 19313, + "n_pred": 35641, + "n_ref": 55361 + }, + "14": { + "Dice": 0.7554368060270252, + "FN": 14290, + "FP": 30378, + "IoU": 0.6069895122122897, + "TN": 86814216, + "TP": 68988, + "n_pred": 99366, + "n_ref": 83278 + }, + "15": { + "Dice": 0.7091862470233556, + "FN": 71969, + "FP": 2404, + "IoU": 0.5494102037477963, + "TN": 86762815, + "TP": 90684, + "n_pred": 93088, + "n_ref": 162653 + }, + "2": { + "Dice": 0.8505025281959175, + "FN": 21699, + "FP": 14342, + "IoU": 0.7398907340449333, + "TN": 86789311, + "TP": 102520, + "n_pred": 116862, + "n_ref": 124219 + }, + "3": { + "Dice": 0.7012353122734484, + "FN": 72657, + "FP": 10589, + "IoU": 0.539924836962529, + "TN": 86746932, + "TP": 97694, + "n_pred": 108283, + "n_ref": 170351 + }, + "4": { + "Dice": 0.45340309385915833, + "FN": 1530, + "FP": 34617, + "IoU": 0.2931617747707229, + "TN": 86876733, + "TP": 14992, + "n_pred": 49609, + "n_ref": 16522 + }, + "5": { + "Dice": 0.7106960623856744, + "FN": 1782, + "FP": 1223, + "IoU": 0.5512246117084827, + "TN": 86921176, + "TP": 3691, + "n_pred": 4914, + "n_ref": 5473 + }, + "6": { + "Dice": 0.7356375052540636, + "FN": 69966, + "FP": 723766, + "IoU": 0.5818248392458715, + "TN": 85029787, + "TP": 1104353, + "n_pred": 1828119, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.25662271184743474, + "FN": 872004, + "FP": 3997, + "IoU": 0.14719860903968443, + "TN": 85900668, + "TP": 151203, + "n_pred": 155200, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.9318297377787462, + "FN": 3074, + "FP": 4434, + "IoU": 0.8723606813777158, + "TN": 86869050, + "TP": 51314, + "n_pred": 55748, + "n_ref": 54388 + }, + "9": { + "Dice": 0.7717928144780244, + "FN": 7474, + "FP": 18124, + "IoU": 0.6283897566924105, + "TN": 86858988, + "TP": 43286, + "n_pred": 61410, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.11780008561052734, + "FN": 67135, + "FP": 252314, + "IoU": 0.06258638347071545, + "TN": 37408823, + "TP": 21328, + "n_pred": 273642, + "n_ref": 88463 + }, + "10": { + "Dice": 0.462785789952205, + "FN": 31503, + "FP": 32902, + "IoU": 0.30105484774162744, + "TN": 37657454, + "TP": 27741, + "n_pred": 60643, + "n_ref": 59244 + }, + "11": { + "Dice": 0.7352256863657515, + "FN": 1008, + "FP": 130, + "IoU": 0.5813097866077999, + "TN": 37746882, + "TP": 1580, + "n_pred": 1710, + "n_ref": 2588 + }, + "12": { + "Dice": 0.0817353033637221, + "FN": 2787, + "FP": 134, + "IoU": 0.04260898066207801, + "TN": 37746549, + "TP": 130, + "n_pred": 264, + "n_ref": 2917 + }, + "13": { + "Dice": 0.4122581210051659, + "FN": 33114, + "FP": 449, + "IoU": 0.25965059337362684, + "TN": 37704266, + "TP": 11771, + "n_pred": 12220, + "n_ref": 44885 + }, + "14": { + "Dice": 0.3480404112281467, + "FN": 39625, + "FP": 187594, + "IoU": 0.21068336876624008, + "TN": 37461732, + "TP": 60649, + "n_pred": 248243, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 39664, + "IoU": 0.0, + "TN": 37709936, + "TP": 0, + "n_pred": 39664, + "n_ref": 0 + }, + "2": { + "Dice": 0.20364358348313702, + "FN": 88847, + "FP": 196, + "IoU": 0.1133647986617278, + "TN": 37649172, + "TP": 11385, + "n_pred": 11581, + "n_ref": 100232 + }, + "3": { + "Dice": 0.3942043127719478, + "FN": 39414, + "FP": 112064, + "IoU": 0.24548846151930387, + "TN": 37548837, + "TP": 49285, + "n_pred": 161349, + "n_ref": 88699 + }, + "4": { + "Dice": 0.0, + "FN": 11694, + "FP": 0, + "IoU": 0.0, + "TN": 37737906, + "TP": 0, + "n_pred": 0, + "n_ref": 11694 + }, + "5": { + "Dice": 0.7518046833734374, + "FN": 3644, + "FP": 585, + "IoU": 0.6023133345871732, + "TN": 37738966, + "TP": 6405, + "n_pred": 6990, + "n_ref": 10049 + }, + "6": { + "Dice": 0.41176649606625604, + "FN": 546333, + "FP": 14200, + "IoU": 0.2592606786384942, + "TN": 36992879, + "TP": 196188, + "n_pred": 210388, + "n_ref": 742521 + }, + "7": { + "Dice": 0.6635453676887708, + "FN": 167496, + "FP": 12806, + "IoU": 0.49649673969198116, + "TN": 37391505, + "TP": 177793, + "n_pred": 190599, + "n_ref": 345289 + }, + "8": { + "Dice": 0.9022775692401339, + "FN": 6936, + "FP": 8476, + "IoU": 0.8219542062336822, + "TN": 37663038, + "TP": 71150, + "n_pred": 79626, + "n_ref": 78086 + }, + "9": { + "Dice": 0.8009753943338805, + "FN": 13055, + "FP": 7676, + "IoU": 0.6680224830656397, + "TN": 37687153, + "TP": 41716, + "n_pred": 49392, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8624933293241556, + "FN": 38829, + "FP": 11932, + "IoU": 0.7582314473916087, + "TN": 75696731, + "TP": 159196, + "n_pred": 171128, + "n_ref": 198025 + }, + "10": { + "Dice": 0.7738576697550702, + "FN": 35850, + "FP": 9890, + "IoU": 0.6311320069999435, + "TN": 75782687, + "TP": 78261, + "n_pred": 88151, + "n_ref": 114111 + }, + "11": { + "Dice": 0.6871583039727858, + "FN": 1514, + "FP": 1061, + "IoU": 0.5234129187488432, + "TN": 75901285, + "TP": 2828, + "n_pred": 3889, + "n_ref": 4342 + }, + "12": { + "Dice": 0.4109375, + "FN": 3269, + "FP": 501, + "IoU": 0.2586037364798427, + "TN": 75901603, + "TP": 1315, + "n_pred": 1816, + "n_ref": 4584 + }, + "13": { + "Dice": 0.3543632415396737, + "FN": 32281, + "FP": 1316, + "IoU": 0.21533503047854824, + "TN": 75863871, + "TP": 9220, + "n_pred": 10536, + "n_ref": 41501 + }, + "14": { + "Dice": 0.8773076511661362, + "FN": 4757, + "FP": 28506, + "IoU": 0.7814319319779743, + "TN": 75754502, + "TP": 118923, + "n_pred": 147429, + "n_ref": 123680 + }, + "15": { + "Dice": 0.6825661506368028, + "FN": 87800, + "FP": 4718, + "IoU": 0.5181027882096184, + "TN": 75714701, + "TP": 99469, + "n_pred": 104187, + "n_ref": 187269 + }, + "2": { + "Dice": 0.8418628010381032, + "FN": 32629, + "FP": 27512, + "IoU": 0.7269111136337836, + "TN": 75686463, + "TP": 160084, + "n_pred": 187596, + "n_ref": 192713 + }, + "3": { + "Dice": 0.7188666531433541, + "FN": 97079, + "FP": 23496, + "IoU": 0.5611177438376308, + "TN": 75631956, + "TP": 154157, + "n_pred": 177653, + "n_ref": 251236 + }, + "4": { + "Dice": 0.641054327396402, + "FN": 1527, + "FP": 30557, + "IoU": 0.4717291797016498, + "TN": 75845954, + "TP": 28650, + "n_pred": 59207, + "n_ref": 30177 + }, + "5": { + "Dice": 0.8041101159404362, + "FN": 2312, + "FP": 1253, + "IoU": 0.6723947803712553, + "TN": 75895806, + "TP": 7317, + "n_pred": 8570, + "n_ref": 9629 + }, + "6": { + "Dice": 0.9478028776940128, + "FN": 104174, + "FP": 72361, + "IoU": 0.9007845180348102, + "TN": 74127379, + "TP": 1602774, + "n_pred": 1675135, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.7812854871678401, + "FN": 91414, + "FP": 10664, + "IoU": 0.6410734252702199, + "TN": 75622290, + "TP": 182320, + "n_pred": 192984, + "n_ref": 273734 + }, + "8": { + "Dice": 0.943208707998107, + "FN": 6048, + "FP": 4272, + "IoU": 0.8925212718316167, + "TN": 75810669, + "TP": 85699, + "n_pred": 89971, + "n_ref": 91747 + }, + "9": { + "Dice": 0.8412504413482169, + "FN": 15798, + "FP": 7582, + "IoU": 0.7259984999062441, + "TN": 75821360, + "TP": 61948, + "n_pred": 69530, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8543747314588725, + "FN": 13521, + "FP": 14271, + "IoU": 0.7457715493189656, + "TN": 61278431, + "TP": 81527, + "n_pred": 95798, + "n_ref": 95048 + }, + "10": { + "Dice": 0.7920489479182211, + "FN": 11709, + "FP": 23128, + "IoU": 0.6556962275526037, + "TN": 61286569, + "TP": 66344, + "n_pred": 89472, + "n_ref": 78053 + }, + "11": { + "Dice": 0.8024730500951173, + "FN": 811, + "FP": 435, + "IoU": 0.6701085517606566, + "TN": 61383973, + "TP": 2531, + "n_pred": 2966, + "n_ref": 3342 + }, + "12": { + "Dice": 0.7520027864855451, + "FN": 1210, + "FP": 214, + "IoU": 0.6025676807144851, + "TN": 61384167, + "TP": 2159, + "n_pred": 2373, + "n_ref": 3369 + }, + "13": { + "Dice": 0.2543393882937432, + "FN": 31264, + "FP": 16764, + "IoU": 0.14569807360500897, + "TN": 61331531, + "TP": 8191, + "n_pred": 24955, + "n_ref": 39455 + }, + "14": { + "Dice": 0.7954067584480601, + "FN": 2907, + "FP": 29787, + "IoU": 0.6603114902282669, + "TN": 61291503, + "TP": 63553, + "n_pred": 93340, + "n_ref": 66460 + }, + "15": { + "Dice": 0.8344905094905095, + "FN": 9318, + "FP": 3936, + "IoU": 0.7159877429446933, + "TN": 61341083, + "TP": 33413, + "n_pred": 37349, + "n_ref": 42731 + }, + "2": { + "Dice": 0.9031708718166003, + "FN": 22321, + "FP": 1446, + "IoU": 0.823438080380358, + "TN": 61253140, + "TP": 110843, + "n_pred": 112289, + "n_ref": 133164 + }, + "3": { + "Dice": 0.9131669898605377, + "FN": 6004, + "FP": 18266, + "IoU": 0.8402091041965685, + "TN": 61235864, + "TP": 127616, + "n_pred": 145882, + "n_ref": 133620 + }, + "4": { + "Dice": 0.7175717450040162, + "FN": 4236, + "FP": 7367, + "IoU": 0.5595414341570816, + "TN": 61361407, + "TP": 14740, + "n_pred": 22107, + "n_ref": 18976 + }, + "5": { + "Dice": 0.1784848871317434, + "FN": 24896, + "FP": 870, + "IoU": 0.09798704708559426, + "TN": 61359185, + "TP": 2799, + "n_pred": 3669, + "n_ref": 27695 + }, + "6": { + "Dice": 0.9500660390076948, + "FN": 75035, + "FP": 21636, + "IoU": 0.9048817109504449, + "TN": 60371426, + "TP": 919653, + "n_pred": 941289, + "n_ref": 994688 + }, + "7": { + "Dice": 0.43618775188118253, + "FN": 118226, + "FP": 41820, + "IoU": 0.2789259084048568, + "TN": 61165795, + "TP": 61909, + "n_pred": 103729, + "n_ref": 180135 + }, + "8": { + "Dice": 0.7050406504065041, + "FN": 108645, + "FP": 6544, + "IoU": 0.5444500251130086, + "TN": 61134893, + "TP": 137668, + "n_pred": 144212, + "n_ref": 246313 + }, + "9": { + "Dice": 0.8154284551190718, + "FN": 19624, + "FP": 7580, + "IoU": 0.6883741709337091, + "TN": 61300453, + "TP": 60093, + "n_pred": 67673, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9506050058014255, + "FN": 13464, + "FP": 4416, + "IoU": 0.9058600537039962, + "TN": 39558870, + "TP": 172050, + "n_pred": 176466, + "n_ref": 185514 + }, + "10": { + "Dice": 0.48788041315593694, + "FN": 23633, + "FP": 35567, + "IoU": 0.3226467122049451, + "TN": 39661401, + "TP": 28199, + "n_pred": 63766, + "n_ref": 51832 + }, + "11": { + "Dice": 0.7440633245382586, + "FN": 916, + "FP": 539, + "IoU": 0.592436974789916, + "TN": 39745230, + "TP": 2115, + "n_pred": 2654, + "n_ref": 3031 + }, + "12": { + "Dice": 0.687446772270482, + "FN": 1442, + "FP": 393, + "IoU": 0.5237477290423047, + "TN": 39744947, + "TP": 2018, + "n_pred": 2411, + "n_ref": 3460 + }, + "13": { + "Dice": 0.5587053535979164, + "FN": 26221, + "FP": 1566, + "IoU": 0.38764131608524144, + "TN": 39703423, + "TP": 17590, + "n_pred": 19156, + "n_ref": 43811 + }, + "14": { + "Dice": 0.24900655371535924, + "FN": 18952, + "FP": 67793, + "IoU": 0.14220872970353815, + "TN": 39647674, + "TP": 14381, + "n_pred": 82174, + "n_ref": 33333 + }, + "15": { + "Dice": 0.795855114030624, + "FN": 8706, + "FP": 13359, + "IoU": 0.6609296965040338, + "TN": 39683725, + "TP": 43010, + "n_pred": 56369, + "n_ref": 51716 + }, + "2": { + "Dice": 0.7382994873714529, + "FN": 46844, + "FP": 3492, + "IoU": 0.5851622314342462, + "TN": 39627461, + "TP": 71003, + "n_pred": 74495, + "n_ref": 117847 + }, + "3": { + "Dice": 0.8149315366224734, + "FN": 6792, + "FP": 51110, + "IoU": 0.6876662081613939, + "TN": 39563415, + "TP": 127483, + "n_pred": 178593, + "n_ref": 134275 + }, + "4": { + "Dice": 0.8812312246941529, + "FN": 3532, + "FP": 1924, + "IoU": 0.7876794956609721, + "TN": 39723103, + "TP": 20241, + "n_pred": 22165, + "n_ref": 23773 + }, + "5": { + "Dice": 0.7809818322381137, + "FN": 1473, + "FP": 1360, + "IoU": 0.6406646372399797, + "TN": 39740916, + "TP": 5051, + "n_pred": 6411, + "n_ref": 6524 + }, + "6": { + "Dice": 0.8822584817919013, + "FN": 46430, + "FP": 188861, + "IoU": 0.7893224573122141, + "TN": 38631970, + "TP": 881539, + "n_pred": 1070400, + "n_ref": 927969 + }, + "7": { + "Dice": 0.24980606416471537, + "FN": 627423, + "FP": 1169, + "IoU": 0.1427305049171564, + "TN": 39015551, + "TP": 104657, + "n_pred": 105826, + "n_ref": 732080 + }, + "8": { + "Dice": 0.9005729820553725, + "FN": 1832, + "FP": 8701, + "IoU": 0.8191293895423715, + "TN": 39690565, + "TP": 47702, + "n_pred": 56403, + "n_ref": 49534 + }, + "9": { + "Dice": 0.8321752557421347, + "FN": 7137, + "FP": 6775, + "IoU": 0.7125857367159739, + "TN": 39700396, + "TP": 34492, + "n_pred": 41267, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8155391295700885, + "FN": 23144, + "FP": 10246, + "IoU": 0.6885319303744333, + "TN": 101289406, + "TP": 73812, + "n_pred": 84058, + "n_ref": 96956 + }, + "10": { + "Dice": 0.5956266545360349, + "FN": 35254, + "FP": 28749, + "IoU": 0.4241227280906964, + "TN": 101285468, + "TP": 47137, + "n_pred": 75886, + "n_ref": 82391 + }, + "11": { + "Dice": 0.6658222017503455, + "FN": 2638, + "FP": 264, + "IoU": 0.499050578284136, + "TN": 101390815, + "TP": 2891, + "n_pred": 3155, + "n_ref": 5529 + }, + "12": { + "Dice": 0.4747586206896552, + "FN": 3504, + "FP": 304, + "IoU": 0.3112678603725809, + "TN": 101391079, + "TP": 1721, + "n_pred": 2025, + "n_ref": 5225 + }, + "13": { + "Dice": 0.45955354688979144, + "FN": 34896, + "FP": 500, + "IoU": 0.29832490831598774, + "TN": 101346163, + "TP": 15049, + "n_pred": 15549, + "n_ref": 49945 + }, + "14": { + "Dice": 0.9594485067137168, + "FN": 11609, + "FP": 2250, + "IoU": 0.9220576904690936, + "TN": 101218797, + "TP": 163952, + "n_pred": 166202, + "n_ref": 175561 + }, + "15": { + "Dice": 0.8276582143618155, + "FN": 7453, + "FP": 635, + "IoU": 0.7059871314842415, + "TN": 101369099, + "TP": 19421, + "n_pred": 20056, + "n_ref": 26874 + }, + "2": { + "Dice": 0.6990968128256856, + "FN": 83669, + "FP": 753, + "IoU": 0.5373934199855336, + "TN": 101214116, + "TP": 98070, + "n_pred": 98823, + "n_ref": 181739 + }, + "3": { + "Dice": 0.7551784273406388, + "FN": 22110, + "FP": 71948, + "IoU": 0.6066559609240394, + "TN": 101157484, + "TP": 145066, + "n_pred": 217014, + "n_ref": 167176 + }, + "4": { + "Dice": 0.839076042867512, + "FN": 320, + "FP": 3449, + "IoU": 0.7227657226921662, + "TN": 101383013, + "TP": 9826, + "n_pred": 13275, + "n_ref": 10146 + }, + "5": { + "Dice": 0.5188922483352192, + "FN": 24529, + "FP": 1408, + "IoU": 0.3503406472297365, + "TN": 101356684, + "TP": 13987, + "n_pred": 15395, + "n_ref": 38516 + }, + "6": { + "Dice": 0.8977277164541978, + "FN": 83259, + "FP": 314851, + "IoU": 0.814433720102602, + "TN": 99251229, + "TP": 1747269, + "n_pred": 2062120, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.5591830097832862, + "FN": 275316, + "FP": 17472, + "IoU": 0.38810134359893916, + "TN": 100918117, + "TP": 185703, + "n_pred": 203175, + "n_ref": 461019 + }, + "8": { + "Dice": 0.6394622019027563, + "FN": 126970, + "FP": 18211, + "IoU": 0.4700069360785602, + "TN": 101122678, + "TP": 128749, + "n_pred": 146960, + "n_ref": 255719 + }, + "9": { + "Dice": 0.851262874110149, + "FN": 18100, + "FP": 5844, + "IoU": 0.7410423628911024, + "TN": 101304145, + "TP": 68519, + "n_pred": 74363, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.630688366719124, + "FN": 106184, + "FP": 23591, + "IoU": 0.4605878978826698, + "TN": 73642918, + "TP": 110811, + "n_pred": 134402, + "n_ref": 216995 + }, + "10": { + "Dice": 0.0, + "FN": 75841, + "FP": 68123, + "IoU": 0.0, + "TN": 73739540, + "TP": 0, + "n_pred": 68123, + "n_ref": 75841 + }, + "11": { + "Dice": 0.4268883561993166, + "FN": 2074, + "FP": 9163, + "IoU": 0.271365581636623, + "TN": 73868082, + "TP": 4185, + "n_pred": 13348, + "n_ref": 6259 + }, + "12": { + "Dice": 0.025003858620157433, + "FN": 5460, + "FP": 857, + "IoU": 0.012660206314473272, + "TN": 73877106, + "TP": 81, + "n_pred": 938, + "n_ref": 5541 + }, + "13": { + "Dice": 0.0, + "FN": 61239, + "FP": 8241, + "IoU": 0.0, + "TN": 73814024, + "TP": 0, + "n_pred": 8241, + "n_ref": 61239 + }, + "14": { + "Dice": 0.6463328117863147, + "FN": 34635, + "FP": 38149, + "IoU": 0.4774680345463813, + "TN": 73744213, + "TP": 66507, + "n_pred": 104656, + "n_ref": 101142 + }, + "15": { + "Dice": 0.6286796588938138, + "FN": 117784, + "FP": 5530, + "IoU": 0.45844843108407807, + "TN": 73655799, + "TP": 104391, + "n_pred": 109921, + "n_ref": 222175 + }, + "2": { + "Dice": 0.22471289419055798, + "FN": 165016, + "FP": 14625, + "IoU": 0.12657833961346784, + "TN": 73677829, + "TP": 26034, + "n_pred": 40659, + "n_ref": 191050 + }, + "3": { + "Dice": 0.6582997766098191, + "FN": 50944, + "FP": 90851, + "IoU": 0.4906459469362243, + "TN": 73605122, + "TP": 136587, + "n_pred": 227438, + "n_ref": 187531 + }, + "4": { + "Dice": 0.0, + "FN": 47888, + "FP": 35869, + "IoU": 0.0, + "TN": 73799747, + "TP": 0, + "n_pred": 35869, + "n_ref": 47888 + }, + "5": { + "Dice": 0.3769589157136806, + "FN": 11568, + "FP": 200, + "IoU": 0.23225469728601253, + "TN": 73868176, + "TP": 3560, + "n_pred": 3760, + "n_ref": 15128 + }, + "6": { + "Dice": 0.6631398359779019, + "FN": 305729, + "FP": 1112138, + "IoU": 0.49604278280143327, + "TN": 71070037, + "TP": 1395600, + "n_pred": 2507738, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.12933886453051172, + "FN": 149044, + "FP": 168083, + "IoU": 0.06914072360735231, + "TN": 73542822, + "TP": 23555, + "n_pred": 191638, + "n_ref": 172599 + }, + "8": { + "Dice": 0.6246272102222389, + "FN": 29390, + "FP": 30774, + "IoU": 0.454151205305704, + "TN": 73773283, + "TP": 50057, + "n_pred": 80831, + "n_ref": 79447 + }, + "9": { + "Dice": 0.7044892791280174, + "FN": 26194, + "FP": 27487, + "IoU": 0.543792704898528, + "TN": 73765836, + "TP": 63987, + "n_pred": 91474, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.905028583468719, + "FN": 24121, + "FP": 10135, + "IoU": 0.8265316973622244, + "TN": 69298299, + "TP": 163221, + "n_pred": 173356, + "n_ref": 187342 + }, + "10": { + "Dice": 0.5273917318501343, + "FN": 31536, + "FP": 32872, + "IoU": 0.3581344361951268, + "TN": 69395431, + "TP": 35937, + "n_pred": 68809, + "n_ref": 67473 + }, + "11": { + "Dice": 0.7491970802919709, + "FN": 895, + "FP": 823, + "IoU": 0.5989729225023342, + "TN": 69491492, + "TP": 2566, + "n_pred": 3389, + "n_ref": 3461 + }, + "12": { + "Dice": 0.6051743532058492, + "FN": 1269, + "FP": 1188, + "IoU": 0.4338709677419355, + "TN": 69491436, + "TP": 1883, + "n_pred": 3071, + "n_ref": 3152 + }, + "13": { + "Dice": 0.5223301915870415, + "FN": 45620, + "FP": 13270, + "IoU": 0.3534823467416125, + "TN": 69404688, + "TP": 32198, + "n_pred": 45468, + "n_ref": 77818 + }, + "14": { + "Dice": 0.916775364754925, + "FN": 14683, + "FP": 10073, + "IoU": 0.8463391017205849, + "TN": 69334668, + "TP": 136352, + "n_pred": 146425, + "n_ref": 151035 + }, + "15": { + "Dice": 0.6926023957981751, + "FN": 35513, + "FP": 16400, + "IoU": 0.5297565129171347, + "TN": 69385380, + "TP": 58483, + "n_pred": 74883, + "n_ref": 93996 + }, + "2": { + "Dice": 0.685314625007007, + "FN": 70684, + "FP": 2295, + "IoU": 0.5212765259601824, + "TN": 69343331, + "TP": 79466, + "n_pred": 81761, + "n_ref": 150150 + }, + "3": { + "Dice": 0.827513458830467, + "FN": 9788, + "FP": 58072, + "IoU": 0.7057765098139532, + "TN": 69265135, + "TP": 162781, + "n_pred": 220853, + "n_ref": 172569 + }, + "4": { + "Dice": 0.5047080089316305, + "FN": 15759, + "FP": 26164, + "IoU": 0.3375314065388809, + "TN": 69432493, + "TP": 21360, + "n_pred": 47524, + "n_ref": 37119 + }, + "5": { + "Dice": 0.7820751098917308, + "FN": 5838, + "FP": 1549, + "IoU": 0.6421373897878112, + "TN": 69475134, + "TP": 13255, + "n_pred": 14804, + "n_ref": 19093 + }, + "6": { + "Dice": 0.9089797014458098, + "FN": 102497, + "FP": 167301, + "IoU": 0.8331464617572937, + "TN": 67878801, + "TP": 1347177, + "n_pred": 1514478, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.8013142031802506, + "FN": 74707, + "FP": 43458, + "IoU": 0.6684939500461496, + "TN": 69139327, + "TP": 238284, + "n_pred": 281742, + "n_ref": 312991 + }, + "8": { + "Dice": 0.7557643501268967, + "FN": 18705, + "FP": 26525, + "IoU": 0.6074125509938373, + "TN": 69380566, + "TP": 69980, + "n_pred": 96505, + "n_ref": 88685 + }, + "9": { + "Dice": 0.7411530637337089, + "FN": 30638, + "FP": 4099, + "IoU": 0.58875550504333, + "TN": 69411308, + "TP": 49731, + "n_pred": 53830, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8430229312420029, + "FN": 13651, + "FP": 56646, + "IoU": 0.7286427311363909, + "TN": 50574495, + "TP": 188760, + "n_pred": 245406, + "n_ref": 202411 + }, + "10": { + "Dice": 0.7230233132663277, + "FN": 20233, + "FP": 22371, + "IoU": 0.5661993055767683, + "TN": 50735341, + "TP": 55607, + "n_pred": 77978, + "n_ref": 75840 + }, + "11": { + "Dice": 0.849610270518111, + "FN": 1170, + "FP": 798, + "IoU": 0.7385412514946194, + "TN": 50826025, + "TP": 5559, + "n_pred": 6357, + "n_ref": 6729 + }, + "12": { + "Dice": 0.36821798890764407, + "FN": 4772, + "FP": 468, + "IoU": 0.22565390867444954, + "TN": 50826785, + "TP": 1527, + "n_pred": 1995, + "n_ref": 6299 + }, + "13": { + "Dice": 0.419580012797394, + "FN": 26624, + "FP": 33244, + "IoU": 0.26548639994110934, + "TN": 50752045, + "TP": 21639, + "n_pred": 54883, + "n_ref": 48263 + }, + "14": { + "Dice": 0.6010286074655591, + "FN": 23099, + "FP": 13594, + "IoU": 0.42962179975439524, + "TN": 50769221, + "TP": 27638, + "n_pred": 41232, + "n_ref": 50737 + }, + "15": { + "Dice": 0.13819680577022153, + "FN": 31403, + "FP": 10416, + "IoU": 0.07422739750287789, + "TN": 50788380, + "TP": 3353, + "n_pred": 13769, + "n_ref": 34756 + }, + "2": { + "Dice": 0.668327792781274, + "FN": 104915, + "FP": 1441, + "IoU": 0.5018710979762167, + "TN": 50620041, + "TP": 107155, + "n_pred": 108596, + "n_ref": 212070 + }, + "3": { + "Dice": 0.785856799392018, + "FN": 7182, + "FP": 99611, + "IoU": 0.6472521519689773, + "TN": 50530806, + "TP": 195953, + "n_pred": 295564, + "n_ref": 203135 + }, + "4": { + "Dice": 0.7850526521060842, + "FN": 1862, + "FP": 6956, + "IoU": 0.6461618715139842, + "TN": 50808631, + "TP": 16103, + "n_pred": 23059, + "n_ref": 17965 + }, + "5": { + "Dice": 0.822887811634349, + "FN": 3338, + "FP": 754, + "IoU": 0.6990733931460509, + "TN": 50819954, + "TP": 9506, + "n_pred": 10260, + "n_ref": 12844 + }, + "6": { + "Dice": 0.8745485265878948, + "FN": 159873, + "FP": 424386, + "IoU": 0.77706462450706, + "TN": 48212797, + "TP": 2036496, + "n_pred": 2460882, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.5922038668971314, + "FN": 71617, + "FP": 144256, + "IoU": 0.42066024545178854, + "TN": 50460933, + "TP": 156746, + "n_pred": 301002, + "n_ref": 228363 + }, + "8": { + "Dice": 0.8541851523217983, + "FN": 9064, + "FP": 22981, + "IoU": 0.7454827052142489, + "TN": 50707647, + "TP": 93860, + "n_pred": 116841, + "n_ref": 102924 + }, + "9": { + "Dice": 0.6706883286314828, + "FN": 54970, + "FP": 4096, + "IoU": 0.5045380576106833, + "TN": 50714338, + "TP": 60148, + "n_pred": 64244, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.888628376368321, + "FN": 35714, + "FP": 8462, + "IoU": 0.7995780686432412, + "TN": 76664445, + "TP": 176239, + "n_pred": 184701, + "n_ref": 211953 + }, + "10": { + "Dice": 0.6964404077318572, + "FN": 26083, + "FP": 7807, + "IoU": 0.5342605062804057, + "TN": 76812094, + "TP": 38876, + "n_pred": 46683, + "n_ref": 64959 + }, + "11": { + "Dice": 0.7096540481796776, + "FN": 915, + "FP": 688, + "IoU": 0.5499719258843346, + "TN": 76881298, + "TP": 1959, + "n_pred": 2647, + "n_ref": 2874 + }, + "12": { + "Dice": 0.20810439560439561, + "FN": 2306, + "FP": 0, + "IoU": 0.1161364507474128, + "TN": 76882251, + "TP": 303, + "n_pred": 303, + "n_ref": 2609 + }, + "13": { + "Dice": 0.48508204873197414, + "FN": 27175, + "FP": 5961, + "IoU": 0.3202035122271459, + "TN": 76836116, + "TP": 15608, + "n_pred": 21569, + "n_ref": 42783 + }, + "14": { + "Dice": 0.8758114413954209, + "FN": 5214, + "FP": 16423, + "IoU": 0.7790609810889189, + "TN": 76786928, + "TP": 76295, + "n_pred": 92718, + "n_ref": 81509 + }, + "15": { + "Dice": 0.6393312745557729, + "FN": 20244, + "FP": 2063, + "IoU": 0.4698654879034175, + "TN": 76842782, + "TP": 19771, + "n_pred": 21834, + "n_ref": 40015 + }, + "2": { + "Dice": 0.8869013030360787, + "FN": 8505, + "FP": 15824, + "IoU": 0.7967858604589003, + "TN": 76765139, + "TP": 95392, + "n_pred": 111216, + "n_ref": 103897 + }, + "3": { + "Dice": 0.81607409530418, + "FN": 16260, + "FP": 20319, + "IoU": 0.6892949060979028, + "TN": 76767131, + "TP": 81150, + "n_pred": 101469, + "n_ref": 97410 + }, + "4": { + "Dice": 0.838465131318938, + "FN": 1545, + "FP": 7447, + "IoU": 0.721859630672152, + "TN": 76852531, + "TP": 23337, + "n_pred": 30784, + "n_ref": 24882 + }, + "5": { + "Dice": 0.7882833588677318, + "FN": 4950, + "FP": 854, + "IoU": 0.6505509061352279, + "TN": 76868251, + "TP": 10805, + "n_pred": 11659, + "n_ref": 15755 + }, + "6": { + "Dice": 0.9382117697361277, + "FN": 25125, + "FP": 120541, + "IoU": 0.8836147764634443, + "TN": 75633275, + "TP": 1105919, + "n_pred": 1226460, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.7236970435390968, + "FN": 39094, + "FP": 54111, + "IoU": 0.5670260653049469, + "TN": 76669593, + "TP": 122062, + "n_pred": 176173, + "n_ref": 161156 + }, + "8": { + "Dice": 0.8718732348306923, + "FN": 3988, + "FP": 17561, + "IoU": 0.7728504116289121, + "TN": 76789993, + "TP": 73318, + "n_pred": 90879, + "n_ref": 77306 + }, + "9": { + "Dice": 0.7610419906687402, + "FN": 33045, + "FP": 3831, + "IoU": 0.6142597125462875, + "TN": 76789262, + "TP": 58722, + "n_pred": 62553, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6404147016255279, + "FN": 59528, + "FP": 13516, + "IoU": 0.4710367951103998, + "TN": 130861843, + "TP": 65045, + "n_pred": 78561, + "n_ref": 124573 + }, + "10": { + "Dice": 0.5522060561050535, + "FN": 24847, + "FP": 28213, + "IoU": 0.3814120499906734, + "TN": 130914156, + "TP": 32716, + "n_pred": 60929, + "n_ref": 57563 + }, + "11": { + "Dice": 0.7848179386957416, + "FN": 1753, + "FP": 339, + "IoU": 0.6458439140003386, + "TN": 130994025, + "TP": 3815, + "n_pred": 4154, + "n_ref": 5568 + }, + "12": { + "Dice": 0.2672342438216862, + "FN": 6172, + "FP": 25, + "IoU": 0.15422410263409309, + "TN": 130992605, + "TP": 1130, + "n_pred": 1155, + "n_ref": 7302 + }, + "13": { + "Dice": 0.11826955151431497, + "FN": 73276, + "FP": 3379, + "IoU": 0.06285148418015551, + "TN": 130918136, + "TP": 5141, + "n_pred": 8520, + "n_ref": 78417 + }, + "14": { + "Dice": 0.03254369964122202, + "FN": 929961, + "FP": 31083, + "IoU": 0.01654100252965592, + "TN": 130022724, + "TP": 16164, + "n_pred": 47247, + "n_ref": 946125 + }, + "15": { + "Dice": 0.0, + "FN": 25310, + "FP": 21715, + "IoU": 0.0, + "TN": 130952907, + "TP": 0, + "n_pred": 21715, + "n_ref": 25310 + }, + "2": { + "Dice": 0.4815096259975862, + "FN": 148837, + "FP": 1954, + "IoU": 0.3170975820731945, + "TN": 130779123, + "TP": 70018, + "n_pred": 71972, + "n_ref": 218855 + }, + "3": { + "Dice": 0.7461365139033516, + "FN": 53391, + "FP": 102880, + "IoU": 0.595069975461299, + "TN": 130614011, + "TP": 229650, + "n_pred": 332530, + "n_ref": 283041 + }, + "4": { + "Dice": 0.0, + "FN": 2280, + "FP": 47391, + "IoU": 0.0, + "TN": 130950261, + "TP": 0, + "n_pred": 47391, + "n_ref": 2280 + }, + "5": { + "Dice": 0.26543167208128843, + "FN": 19879, + "FP": 1375, + "IoU": 0.15302462740097234, + "TN": 130974838, + "TP": 3840, + "n_pred": 5215, + "n_ref": 23719 + }, + "6": { + "Dice": 0.8379636115435798, + "FN": 46429, + "FP": 505284, + "IoU": 0.7211164984744416, + "TN": 129021640, + "TP": 1426579, + "n_pred": 1931863, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.2020910379520191, + "FN": 175624, + "FP": 48977, + "IoU": 0.11240337648788352, + "TN": 130746888, + "TP": 28443, + "n_pred": 77420, + "n_ref": 204067 + }, + "8": { + "Dice": 0.8956332382146204, + "FN": 21349, + "FP": 3046, + "IoU": 0.8109925698657308, + "TN": 130870863, + "TP": 104674, + "n_pred": 107720, + "n_ref": 126023 + }, + "9": { + "Dice": 0.739102103557167, + "FN": 12983, + "FP": 18247, + "IoU": 0.5861712559298227, + "TN": 130924466, + "TP": 44236, + "n_pred": 62483, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.79281196429627, + "FN": 3769, + "FP": 24271, + "IoU": 0.6567427284301244, + "TN": 74345010, + "TP": 53648, + "n_pred": 77919, + "n_ref": 57417 + }, + "10": { + "Dice": 0.6617434942003726, + "FN": 34732, + "FP": 10294, + "IoU": 0.49448180624010596, + "TN": 74337629, + "TP": 44043, + "n_pred": 54337, + "n_ref": 78775 + }, + "11": { + "Dice": 0.6773515501839201, + "FN": 1099, + "FP": 129, + "IoU": 0.5121176003178387, + "TN": 74424181, + "TP": 1289, + "n_pred": 1418, + "n_ref": 2388 + }, + "12": { + "Dice": 0.35707121364092276, + "FN": 1923, + "FP": 0, + "IoU": 0.21733821733821734, + "TN": 74424241, + "TP": 534, + "n_pred": 534, + "n_ref": 2457 + }, + "13": { + "Dice": 0.26359143327841844, + "FN": 85807, + "FP": 12086, + "IoU": 0.15180265654648956, + "TN": 74311285, + "TP": 17520, + "n_pred": 29606, + "n_ref": 103327 + }, + "14": { + "Dice": 0.8826324934029148, + "FN": 28909, + "FP": 8852, + "IoU": 0.789921389508587, + "TN": 74246951, + "TP": 141986, + "n_pred": 150838, + "n_ref": 170895 + }, + "15": { + "Dice": 0.6639034436015745, + "FN": 9484, + "FP": 3409, + "IoU": 0.4968978030982948, + "TN": 74401071, + "TP": 12734, + "n_pred": 16143, + "n_ref": 22218 + }, + "2": { + "Dice": 0.8593683861423728, + "FN": 20287, + "FP": 11940, + "IoU": 0.7534144904470783, + "TN": 74296005, + "TP": 98466, + "n_pred": 110406, + "n_ref": 118753 + }, + "3": { + "Dice": 0.7949204783627173, + "FN": 18360, + "FP": 39859, + "IoU": 0.6596415125225078, + "TN": 74255646, + "TP": 112833, + "n_pred": 152692, + "n_ref": 131193 + }, + "4": { + "Dice": 0.6044275337253545, + "FN": 12986, + "FP": 9886, + "IoU": 0.43310365339810636, + "TN": 74386352, + "TP": 17474, + "n_pred": 27360, + "n_ref": 30460 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 74426698, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9414568333713479, + "FN": 12521, + "FP": 96307, + "IoU": 0.8893891747181064, + "TN": 73442816, + "TP": 875054, + "n_pred": 971361, + "n_ref": 887575 + }, + "7": { + "Dice": 0.6242647373270456, + "FN": 70226, + "FP": 26421, + "IoU": 0.45376807171035527, + "TN": 74249764, + "TP": 80287, + "n_pred": 106708, + "n_ref": 150513 + }, + "8": { + "Dice": 0.812433011789925, + "FN": 1921, + "FP": 17154, + "IoU": 0.6841155234657039, + "TN": 74366312, + "TP": 41311, + "n_pred": 58465, + "n_ref": 43232 + }, + "9": { + "Dice": 0.8384592053381862, + "FN": 6128, + "FP": 4524, + "IoU": 0.7218508460413621, + "TN": 74388402, + "TP": 27644, + "n_pred": 32168, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9462945970745399, + "FN": 8911, + "FP": 6014, + "IoU": 0.898063722979203, + "TN": 106500273, + "TP": 131490, + "n_pred": 137504, + "n_ref": 140401 + }, + "10": { + "Dice": 0.7539673210297402, + "FN": 25582, + "FP": 22557, + "IoU": 0.6050943396226415, + "TN": 106524788, + "TP": 73761, + "n_pred": 96318, + "n_ref": 99343 + }, + "11": { + "Dice": 0.5349952061361457, + "FN": 2698, + "FP": 697, + "IoU": 0.36518324607329844, + "TN": 106641340, + "TP": 1953, + "n_pred": 2650, + "n_ref": 4651 + }, + "12": { + "Dice": 0.6436470877365446, + "FN": 2851, + "FP": 49, + "IoU": 0.4745424895814459, + "TN": 106641169, + "TP": 2619, + "n_pred": 2668, + "n_ref": 5470 + }, + "13": { + "Dice": 0.16782295600245895, + "FN": 37121, + "FP": 783, + "IoU": 0.09159756506734411, + "TN": 106604962, + "TP": 3822, + "n_pred": 4605, + "n_ref": 40943 + }, + "14": { + "Dice": 0.9449898442789438, + "FN": 3259, + "FP": 4541, + "IoU": 0.8957163484678325, + "TN": 106571892, + "TP": 66996, + "n_pred": 71537, + "n_ref": 70255 + }, + "15": { + "Dice": 0.6137422200239067, + "FN": 11671, + "FP": 7071, + "IoU": 0.44273311132254994, + "TN": 106613056, + "TP": 14890, + "n_pred": 21961, + "n_ref": 26561 + }, + "2": { + "Dice": 0.7033993189522263, + "FN": 50031, + "FP": 65204, + "IoU": 0.5424949479309346, + "TN": 106394811, + "TP": 136642, + "n_pred": 201846, + "n_ref": 186673 + }, + "3": { + "Dice": 0.5891692500882941, + "FN": 75423, + "FP": 29269, + "IoU": 0.41760448595635313, + "TN": 106466927, + "TP": 75069, + "n_pred": 104338, + "n_ref": 150492 + }, + "4": { + "Dice": 0.7827342747111682, + "FN": 327, + "FP": 5089, + "IoU": 0.6430266279989454, + "TN": 106631516, + "TP": 9756, + "n_pred": 14845, + "n_ref": 10083 + }, + "5": { + "Dice": 0.6336121673003803, + "FN": 2359, + "FP": 50, + "IoU": 0.463713268032057, + "TN": 106642196, + "TP": 2083, + "n_pred": 2133, + "n_ref": 4442 + }, + "6": { + "Dice": 0.974219036626824, + "FN": 35183, + "FP": 30309, + "IoU": 0.949733979682372, + "TN": 105343780, + "TP": 1237416, + "n_pred": 1267725, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.8097325923888886, + "FN": 102755, + "FP": 7254, + "IoU": 0.6802946860605356, + "TN": 106302593, + "TP": 234086, + "n_pred": 241340, + "n_ref": 336841 + }, + "8": { + "Dice": 0.8152304662198782, + "FN": 9358, + "FP": 18598, + "IoU": 0.688092023786944, + "TN": 106557059, + "TP": 61673, + "n_pred": 80271, + "n_ref": 71031 + }, + "9": { + "Dice": 0.7717868677450305, + "FN": 27971, + "FP": 5805, + "IoU": 0.6283818723937991, + "TN": 106555799, + "TP": 57113, + "n_pred": 62918, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9301420695144059, + "FN": 18008, + "FP": 2531, + "IoU": 0.8694070894929264, + "TN": 107969653, + "TP": 136736, + "n_pred": 139267, + "n_ref": 154744 + }, + "10": { + "Dice": 0.8095781456395267, + "FN": 9127, + "FP": 24750, + "IoU": 0.6800766826264744, + "TN": 108021037, + "TP": 72014, + "n_pred": 96764, + "n_ref": 81141 + }, + "11": { + "Dice": 0.6672626497407473, + "FN": 1171, + "FP": 690, + "IoU": 0.5006707807888382, + "TN": 108123201, + "TP": 1866, + "n_pred": 2556, + "n_ref": 3037 + }, + "12": { + "Dice": 0.755143202904397, + "FN": 1166, + "FP": 655, + "IoU": 0.6066104990278678, + "TN": 108122299, + "TP": 2808, + "n_pred": 3463, + "n_ref": 3974 + }, + "13": { + "Dice": 0.6427334203345593, + "FN": 36790, + "FP": 8381, + "IoU": 0.4735498758784658, + "TN": 108041125, + "TP": 40632, + "n_pred": 49013, + "n_ref": 77422 + }, + "14": { + "Dice": 0.745905081898362, + "FN": 5261, + "FP": 18334, + "IoU": 0.594775619557937, + "TN": 108068701, + "TP": 34632, + "n_pred": 52966, + "n_ref": 39893 + }, + "15": { + "Dice": 0.7729523116126684, + "FN": 5998, + "FP": 6476, + "IoU": 0.6299285014982051, + "TN": 108093221, + "TP": 21233, + "n_pred": 27709, + "n_ref": 27231 + }, + "2": { + "Dice": 0.9018286248506002, + "FN": 29303, + "FP": 5770, + "IoU": 0.8212093715590718, + "TN": 107930760, + "TP": 161095, + "n_pred": 166865, + "n_ref": 190398 + }, + "3": { + "Dice": 0.9095818131065982, + "FN": 16128, + "FP": 20475, + "IoU": 0.8341586962136006, + "TN": 107906217, + "TP": 184108, + "n_pred": 204583, + "n_ref": 200236 + }, + "4": { + "Dice": 0.8635681169463281, + "FN": 7139, + "FP": 1130, + "IoU": 0.7598943058741543, + "TN": 108092489, + "TP": 26170, + "n_pred": 27300, + "n_ref": 33309 + }, + "5": { + "Dice": 0.26297117516629714, + "FN": 3284, + "FP": 40, + "IoU": 0.15139137094715344, + "TN": 108123011, + "TP": 593, + "n_pred": 633, + "n_ref": 3877 + }, + "6": { + "Dice": 0.9668593344040457, + "FN": 40899, + "FP": 57714, + "IoU": 0.9358448143615806, + "TN": 106589827, + "TP": 1438488, + "n_pred": 1496202, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.6630368509147679, + "FN": 85654, + "FP": 87880, + "IoU": 0.4959275439778774, + "TN": 107782664, + "TP": 170730, + "n_pred": 258610, + "n_ref": 256384 + }, + "8": { + "Dice": 0.8309872094566316, + "FN": 2468, + "FP": 14089, + "IoU": 0.7108452672022354, + "TN": 108069668, + "TP": 40703, + "n_pred": 54792, + "n_ref": 43171 + }, + "9": { + "Dice": 0.7976818614306721, + "FN": 15628, + "FP": 7762, + "IoU": 0.6634532374100719, + "TN": 108057428, + "TP": 46110, + "n_pred": 53872, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6559236937482674, + "FN": 60608, + "FP": 6416, + "IoU": 0.4880107555630247, + "TN": 62439251, + "TP": 63885, + "n_pred": 70301, + "n_ref": 124493 + }, + "10": { + "Dice": 0.7460840890354493, + "FN": 17516, + "FP": 10820, + "IoU": 0.5950032873109796, + "TN": 62500194, + "TP": 41630, + "n_pred": 52450, + "n_ref": 59146 + }, + "11": { + "Dice": 0.6822172059192375, + "FN": 692, + "FP": 575, + "IoU": 0.5177007993909403, + "TN": 62567533, + "TP": 1360, + "n_pred": 1935, + "n_ref": 2052 + }, + "12": { + "Dice": 0.457006640558488, + "FN": 2925, + "FP": 264, + "IoU": 0.29618185830942395, + "TN": 62565629, + "TP": 1342, + "n_pred": 1606, + "n_ref": 4267 + }, + "13": { + "Dice": 0.6603980059173996, + "FN": 17268, + "FP": 7869, + "IoU": 0.49298075759409415, + "TN": 62520582, + "TP": 24441, + "n_pred": 32310, + "n_ref": 41709 + }, + "14": { + "Dice": 0.7843084878683584, + "FN": 125414, + "FP": 552, + "IoU": 0.645154202395574, + "TN": 62215172, + "TP": 229022, + "n_pred": 229574, + "n_ref": 354436 + }, + "15": { + "Dice": 0.6322490041540066, + "FN": 43167, + "FP": 12872, + "IoU": 0.4622544644999088, + "TN": 62465949, + "TP": 48172, + "n_pred": 61044, + "n_ref": 91339 + }, + "2": { + "Dice": 0.6807184694673416, + "FN": 77989, + "FP": 5521, + "IoU": 0.5159766537416031, + "TN": 62397627, + "TP": 89023, + "n_pred": 94544, + "n_ref": 167012 + }, + "3": { + "Dice": 0.8215657760510494, + "FN": 29834, + "FP": 44155, + "IoU": 0.6971672744686337, + "TN": 62325837, + "TP": 170334, + "n_pred": 214489, + "n_ref": 200168 + }, + "4": { + "Dice": 0.8440922513362987, + "FN": 898, + "FP": 7444, + "IoU": 0.7302418833268659, + "TN": 62539236, + "TP": 22582, + "n_pred": 30026, + "n_ref": 23480 + }, + "5": { + "Dice": 0.5852204045450883, + "FN": 4544, + "FP": 603, + "IoU": 0.41364775575301893, + "TN": 62561382, + "TP": 3631, + "n_pred": 4234, + "n_ref": 8175 + }, + "6": { + "Dice": 0.9447288688742886, + "FN": 38970, + "FP": 127017, + "IoU": 0.8952475255022833, + "TN": 60985596, + "TP": 1418577, + "n_pred": 1545594, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.5995394728379022, + "FN": 70881, + "FP": 84772, + "IoU": 0.4281016574260845, + "TN": 62297991, + "TP": 116516, + "n_pred": 201288, + "n_ref": 187397 + }, + "8": { + "Dice": 0.9157440394628665, + "FN": 3293, + "FP": 9005, + "IoU": 0.8445828962832843, + "TN": 62491031, + "TP": 66831, + "n_pred": 75836, + "n_ref": 70124 + }, + "9": { + "Dice": 0.8241896372544167, + "FN": 7960, + "FP": 9803, + "IoU": 0.7009545615246048, + "TN": 62510761, + "TP": 41636, + "n_pred": 51439, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6445808298182669, + "FN": 145697, + "FP": 3192, + "IoU": 0.47555829517435716, + "TN": 55097348, + "TP": 135011, + "n_pred": 138203, + "n_ref": 280708 + }, + "10": { + "Dice": 0.786647656831143, + "FN": 13118, + "FP": 21300, + "IoU": 0.6483258232944037, + "TN": 55283379, + "TP": 63451, + "n_pred": 84751, + "n_ref": 76569 + }, + "11": { + "Dice": 0.7320320433261875, + "FN": 1083, + "FP": 1292, + "IoU": 0.5773269264993771, + "TN": 55375629, + "TP": 3244, + "n_pred": 4536, + "n_ref": 4327 + }, + "12": { + "Dice": 0.19638145495665285, + "FN": 4207, + "FP": 57, + "IoU": 0.10888192267502612, + "TN": 55376463, + "TP": 521, + "n_pred": 578, + "n_ref": 4728 + }, + "13": { + "Dice": 0.4902606044474557, + "FN": 34610, + "FP": 7522, + "IoU": 0.3247319410831343, + "TN": 55318855, + "TP": 20261, + "n_pred": 27783, + "n_ref": 54871 + }, + "14": { + "Dice": 0.8125335199847286, + "FN": 5800, + "FP": 35446, + "IoU": 0.6842580684671443, + "TN": 55250616, + "TP": 89386, + "n_pred": 124832, + "n_ref": 95186 + }, + "15": { + "Dice": 0.8384832457275104, + "FN": 11051, + "FP": 18540, + "IoU": 0.7218864838955253, + "TN": 55274849, + "TP": 76808, + "n_pred": 95348, + "n_ref": 87859 + }, + "2": { + "Dice": 0.7633283286888016, + "FN": 57588, + "FP": 27850, + "IoU": 0.6172441290576924, + "TN": 55158030, + "TP": 137780, + "n_pred": 165630, + "n_ref": 195368 + }, + "3": { + "Dice": 0.8452665119738872, + "FN": 31621, + "FP": 24127, + "IoU": 0.732001384508884, + "TN": 55173232, + "TP": 152268, + "n_pred": 176395, + "n_ref": 183889 + }, + "4": { + "Dice": 0.6821299544478768, + "FN": 895, + "FP": 5176, + "IoU": 0.5176003178386969, + "TN": 55368663, + "TP": 6514, + "n_pred": 11690, + "n_ref": 7409 + }, + "5": { + "Dice": 0.695364238410596, + "FN": 2490, + "FP": 270, + "IoU": 0.5329949238578681, + "TN": 55375338, + "TP": 3150, + "n_pred": 3420, + "n_ref": 5640 + }, + "6": { + "Dice": 0.9251249649333095, + "FN": 47802, + "FP": 187072, + "IoU": 0.8606814138872527, + "TN": 53695371, + "TP": 1451003, + "n_pred": 1638075, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.6580250267108527, + "FN": 84411, + "FP": 10010, + "IoU": 0.4903407588131467, + "TN": 55195985, + "TP": 90842, + "n_pred": 100852, + "n_ref": 175253 + }, + "8": { + "Dice": 0.9279532895422792, + "FN": 2552, + "FP": 4358, + "IoU": 0.8655903520715814, + "TN": 55329838, + "TP": 44500, + "n_pred": 48858, + "n_ref": 47052 + }, + "9": { + "Dice": 0.8259154603581796, + "FN": 8096, + "FP": 9955, + "IoU": 0.7034548471357461, + "TN": 55320377, + "TP": 42820, + "n_pred": 52775, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7396332572859667, + "FN": 73147, + "FP": 78639, + "IoU": 0.5868397127753976, + "TN": 110779237, + "TP": 215592, + "n_pred": 294231, + "n_ref": 288739 + }, + "10": { + "Dice": 0.7984155707894443, + "FN": 14548, + "FP": 19651, + "IoU": 0.6644689722835418, + "TN": 111044690, + "TP": 67726, + "n_pred": 87377, + "n_ref": 82274 + }, + "11": { + "Dice": 0.7829696394686907, + "FN": 333, + "FP": 1497, + "IoU": 0.6433443773143637, + "TN": 111141484, + "TP": 3301, + "n_pred": 4798, + "n_ref": 3634 + }, + "12": { + "Dice": 0.6926887259758272, + "FN": 1356, + "FP": 195, + "IoU": 0.5298575325856321, + "TN": 111143316, + "TP": 1748, + "n_pred": 1943, + "n_ref": 3104 + }, + "13": { + "Dice": 0.5027563192536736, + "FN": 35325, + "FP": 18615, + "IoU": 0.3357879052814343, + "TN": 111065406, + "TP": 27269, + "n_pred": 45884, + "n_ref": 62594 + }, + "14": { + "Dice": 0.8139120253332979, + "FN": 10530, + "FP": 3456, + "IoU": 0.6862155613389572, + "TN": 111102043, + "TP": 30586, + "n_pred": 34042, + "n_ref": 41116 + }, + "15": { + "Dice": 0.525813501212984, + "FN": 12251, + "FP": 11400, + "IoU": 0.35668044826460665, + "TN": 111109851, + "TP": 13113, + "n_pred": 24513, + "n_ref": 25364 + }, + "2": { + "Dice": 0.7444636290695268, + "FN": 24596, + "FP": 65535, + "IoU": 0.5929446938425269, + "TN": 110925193, + "TP": 131291, + "n_pred": 196826, + "n_ref": 155887 + }, + "3": { + "Dice": 0.5075191121002356, + "FN": 156764, + "FP": 13627, + "IoU": 0.3400506607588269, + "TN": 110888427, + "TP": 87797, + "n_pred": 101424, + "n_ref": 244561 + }, + "4": { + "Dice": 0.8769290024393376, + "FN": 1762, + "FP": 3031, + "IoU": 0.7808313137317664, + "TN": 111124746, + "TP": 17076, + "n_pred": 20107, + "n_ref": 18838 + }, + "5": { + "Dice": 0.43650287172941926, + "FN": 3399, + "FP": 133, + "IoU": 0.27918367346938777, + "TN": 111141715, + "TP": 1368, + "n_pred": 1501, + "n_ref": 4767 + }, + "6": { + "Dice": 0.9655767838244305, + "FN": 26720, + "FP": 85756, + "IoU": 0.9334446179527219, + "TN": 109456654, + "TP": 1577485, + "n_pred": 1663241, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.2836773144624679, + "FN": 306203, + "FP": 59926, + "IoU": 0.16528203982436063, + "TN": 110707989, + "TP": 72497, + "n_pred": 132423, + "n_ref": 378700 + }, + "8": { + "Dice": 0.8851399986692716, + "FN": 7382, + "FP": 11607, + "IoU": 0.7939472199314206, + "TN": 111054459, + "TP": 73167, + "n_pred": 84774, + "n_ref": 80549 + }, + "9": { + "Dice": 0.8751147581324474, + "FN": 9623, + "FP": 3572, + "IoU": 0.777959142462895, + "TN": 111087189, + "TP": 46231, + "n_pred": 49803, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9450104235312822, + "FN": 17922, + "FP": 3523, + "IoU": 0.895753327435177, + "TN": 96915311, + "TP": 184269, + "n_pred": 187792, + "n_ref": 202191 + }, + "10": { + "Dice": 0.7451550848667351, + "FN": 19590, + "FP": 17901, + "IoU": 0.5938224523845637, + "TN": 97028723, + "TP": 54811, + "n_pred": 72712, + "n_ref": 74401 + }, + "11": { + "Dice": 0.7563337312640934, + "FN": 1061, + "FP": 776, + "IoU": 0.6081484641638225, + "TN": 97116337, + "TP": 2851, + "n_pred": 3627, + "n_ref": 3912 + }, + "12": { + "Dice": 0.36759478672985785, + "FN": 4042, + "FP": 228, + "IoU": 0.22518599165305753, + "TN": 97115514, + "TP": 1241, + "n_pred": 1469, + "n_ref": 5283 + }, + "13": { + "Dice": 0.7129168263702568, + "FN": 18821, + "FP": 7394, + "IoU": 0.5539011316259679, + "TN": 97062260, + "TP": 32550, + "n_pred": 39944, + "n_ref": 51371 + }, + "14": { + "Dice": 0.9213132505658618, + "FN": 10788, + "FP": 10140, + "IoU": 0.854106394696299, + "TN": 96977578, + "TP": 122519, + "n_pred": 132659, + "n_ref": 133307 + }, + "15": { + "Dice": 0.8692328609843792, + "FN": 10961, + "FP": 6351, + "IoU": 0.7687107548430193, + "TN": 97046175, + "TP": 57538, + "n_pred": 63889, + "n_ref": 68499 + }, + "2": { + "Dice": 0.7731808375851796, + "FN": 54498, + "FP": 11740, + "IoU": 0.6302321167394241, + "TN": 96941891, + "TP": 112896, + "n_pred": 124636, + "n_ref": 167394 + }, + "3": { + "Dice": 0.7100329420087993, + "FN": 91382, + "FP": 13542, + "IoU": 0.5504271892915599, + "TN": 96887639, + "TP": 128462, + "n_pred": 142004, + "n_ref": 219844 + }, + "4": { + "Dice": 0.6533558231671439, + "FN": 577, + "FP": 17097, + "IoU": 0.48517331779784445, + "TN": 97086695, + "TP": 16656, + "n_pred": 33753, + "n_ref": 17233 + }, + "5": { + "Dice": 0.023792529145848205, + "FN": 12308, + "FP": 1, + "IoU": 0.012039489525644112, + "TN": 97108566, + "TP": 150, + "n_pred": 151, + "n_ref": 12458 + }, + "6": { + "Dice": 0.9402866801506499, + "FN": 42143, + "FP": 154156, + "IoU": 0.887302879503602, + "TN": 95379197, + "TP": 1545529, + "n_pred": 1699685, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.4098125141905319, + "FN": 224785, + "FP": 68946, + "IoU": 0.2577133311937247, + "TN": 96725314, + "TP": 101980, + "n_pred": 170926, + "n_ref": 326765 + }, + "8": { + "Dice": 0.8973640232149627, + "FN": 16073, + "FP": 3150, + "IoU": 0.8138352476321448, + "TN": 97017767, + "TP": 84035, + "n_pred": 87185, + "n_ref": 100108 + }, + "9": { + "Dice": 0.9074891781945372, + "FN": 11902, + "FP": 5131, + "IoU": 0.8306454820235444, + "TN": 97020449, + "TP": 83543, + "n_pred": 88674, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9486848509215566, + "FN": 17808, + "FP": 1592, + "IoU": 0.9023791312749084, + "TN": 78857677, + "TP": 179328, + "n_pred": 180920, + "n_ref": 197136 + }, + "10": { + "Dice": 0.7752581896350297, + "FN": 26653, + "FP": 11821, + "IoU": 0.6329972432344777, + "TN": 78951572, + "TP": 66359, + "n_pred": 78180, + "n_ref": 93012 + }, + "11": { + "Dice": 0.6444408480336624, + "FN": 1018, + "FP": 1179, + "IoU": 0.4754059216809933, + "TN": 79052217, + "TP": 1991, + "n_pred": 3170, + "n_ref": 3009 + }, + "12": { + "Dice": 0.4624547968517337, + "FN": 1917, + "FP": 610, + "IoU": 0.30077476480354176, + "TN": 79052791, + "TP": 1087, + "n_pred": 1697, + "n_ref": 3004 + }, + "13": { + "Dice": 0.5836400450841338, + "FN": 36218, + "FP": 5525, + "IoU": 0.41207042253521126, + "TN": 78985405, + "TP": 29257, + "n_pred": 34782, + "n_ref": 65475 + }, + "14": { + "Dice": 0.6271096260667844, + "FN": 8412, + "FP": 26630, + "IoU": 0.4567805543498481, + "TN": 78991897, + "TP": 29466, + "n_pred": 56096, + "n_ref": 37878 + }, + "15": { + "Dice": 0.5319796713776314, + "FN": 16079, + "FP": 23428, + "IoU": 0.36237895416397675, + "TN": 78994445, + "TP": 22453, + "n_pred": 45881, + "n_ref": 38532 + }, + "2": { + "Dice": 0.7889251696076607, + "FN": 19485, + "FP": 30419, + "IoU": 0.6514256178142855, + "TN": 78913239, + "TP": 93262, + "n_pred": 123681, + "n_ref": 112747 + }, + "3": { + "Dice": 0.8136867350679522, + "FN": 29267, + "FP": 12916, + "IoU": 0.6858953356764163, + "TN": 78922109, + "TP": 92113, + "n_pred": 105029, + "n_ref": 121380 + }, + "4": { + "Dice": 0.5541779446433249, + "FN": 2135, + "FP": 8077, + "IoU": 0.3832960927592246, + "TN": 79039846, + "TP": 6347, + "n_pred": 14424, + "n_ref": 8482 + }, + "5": { + "Dice": 0.5605356654823722, + "FN": 2907, + "FP": 309, + "IoU": 0.38940573381431554, + "TN": 79051138, + "TP": 2051, + "n_pred": 2360, + "n_ref": 4958 + }, + "6": { + "Dice": 0.9516239512458258, + "FN": 50243, + "FP": 78717, + "IoU": 0.9077124113782238, + "TN": 77659034, + "TP": 1268411, + "n_pred": 1347128, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.7478067001740559, + "FN": 187184, + "FP": 6247, + "IoU": 0.5971974936122095, + "TN": 78576192, + "TP": 286782, + "n_pred": 293029, + "n_ref": 473966 + }, + "8": { + "Dice": 0.7730447285985724, + "FN": 1420, + "FP": 16258, + "IoU": 0.6300512713194517, + "TN": 79008620, + "TP": 30107, + "n_pred": 46365, + "n_ref": 31527 + }, + "9": { + "Dice": 0.8049929864930889, + "FN": 20215, + "FP": 4531, + "IoU": 0.6736303447548205, + "TN": 78980583, + "TP": 51076, + "n_pred": 55607, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9292381107315222, + "FN": 19220, + "FP": 13403, + "IoU": 0.8678288983243121, + "TN": 122465116, + "TP": 214201, + "n_pred": 227604, + "n_ref": 233421 + }, + "10": { + "Dice": 0.7650453121376507, + "FN": 26272, + "FP": 25399, + "IoU": 0.6194926175485106, + "TN": 122576145, + "TP": 84124, + "n_pred": 109523, + "n_ref": 110396 + }, + "11": { + "Dice": 0.6486486486486487, + "FN": 1698, + "FP": 993, + "IoU": 0.48, + "TN": 122706765, + "TP": 2484, + "n_pred": 3477, + "n_ref": 4182 + }, + "12": { + "Dice": 0.38481490214572034, + "FN": 4658, + "FP": 560, + "IoU": 0.23824817518248176, + "TN": 122705090, + "TP": 1632, + "n_pred": 2192, + "n_ref": 6290 + }, + "13": { + "Dice": 0.06760036128976092, + "FN": 50694, + "FP": 34987, + "IoU": 0.034982598803878946, + "TN": 122623153, + "TP": 3106, + "n_pred": 38093, + "n_ref": 53800 + }, + "14": { + "Dice": 0.7733541932562065, + "FN": 13775, + "FP": 41275, + "IoU": 0.6304625092300463, + "TN": 122562970, + "TP": 93920, + "n_pred": 135195, + "n_ref": 107695 + }, + "15": { + "Dice": 0.7745321072855531, + "FN": 10574, + "FP": 13014, + "IoU": 0.632029702198025, + "TN": 122647837, + "TP": 40515, + "n_pred": 53529, + "n_ref": 51089 + }, + "2": { + "Dice": 0.6842310472060558, + "FN": 64990, + "FP": 1420, + "IoU": 0.5200237061021531, + "TN": 122573579, + "TP": 71951, + "n_pred": 73371, + "n_ref": 136941 + }, + "3": { + "Dice": 0.8300570822545931, + "FN": 12826, + "FP": 41656, + "IoU": 0.7094851121917926, + "TN": 122524404, + "TP": 133054, + "n_pred": 174710, + "n_ref": 145880 + }, + "4": { + "Dice": 0.6819656902589426, + "FN": 9681, + "FP": 42358, + "IoU": 0.5174111821056634, + "TN": 122604107, + "TP": 55794, + "n_pred": 98152, + "n_ref": 65475 + }, + "5": { + "Dice": 0.44892061128869815, + "FN": 12083, + "FP": 502, + "IoU": 0.28942465134662076, + "TN": 122694229, + "TP": 5126, + "n_pred": 5628, + "n_ref": 17209 + }, + "6": { + "Dice": 0.9364105795145227, + "FN": 40282, + "FP": 186602, + "IoU": 0.8804248721156857, + "TN": 120814522, + "TP": 1670534, + "n_pred": 1857136, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.5203881264923057, + "FN": 330624, + "FP": 103654, + "IoU": 0.3517058330024273, + "TN": 122042062, + "TP": 235600, + "n_pred": 339254, + "n_ref": 566224 + }, + "8": { + "Dice": 0.9240915401024051, + "FN": 13635, + "FP": 6542, + "IoU": 0.8588942038715452, + "TN": 122568948, + "TP": 122815, + "n_pred": 129357, + "n_ref": 136450 + }, + "9": { + "Dice": 0.8692396985994628, + "FN": 11471, + "FP": 7566, + "IoU": 0.7687214500923316, + "TN": 122629628, + "TP": 63275, + "n_pred": 70841, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/loop_004/summary_cross_val.json b/nnActive_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/loop_004/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..56cdf7e6c8ab2bce6824243f40adf0145182d9a8 --- /dev/null +++ b/nnActive_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/loop_004/summary_cross_val.json @@ -0,0 +1,19404 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": 0.40169191759403344, + "FN": 1632.4944444444445, + "FP": 596.036111111111, + "IoU": 0.32900118242478593, + "TN": 286397.2916666667, + "TP": 3427.511111111111, + "n_pred": 4023.5472222222224, + "n_ref": 5060.0055555555555 + }, + "mean": { + "1": { + "Dice": 0.5066980432189266, + "FN": 1412.4583333333333, + "FP": 152.20833333333334, + "IoU": 0.4595288530678995, + "TN": 286210.9583333333, + "TP": 4277.708333333333, + "n_pred": 4429.916666666667, + "n_ref": 5690.166666666667 + }, + "10": { + "Dice": 0.3986715998116149, + "FN": 2443.2916666666665, + "FP": 851.4583333333334, + "IoU": 0.2948148819725077, + "TN": 285921.7083333333, + "TP": 2836.875, + "n_pred": 3688.3333333333335, + "n_ref": 5280.166666666667 + }, + "11": { + "Dice": 0.4730405315534283, + "FN": 146.41666666666666, + "FP": 82.125, + "IoU": 0.3513351250431009, + "TN": 291662.5416666667, + "TP": 162.25, + "n_pred": 244.375, + "n_ref": 308.6666666666667 + }, + "12": { + "Dice": 0.34538216052631354, + "FN": 187.70833333333334, + "FP": 37.083333333333336, + "IoU": 0.24682690287053624, + "TN": 291743.5, + "TP": 85.04166666666667, + "n_pred": 122.125, + "n_ref": 272.75 + }, + "13": { + "Dice": 0.11879401625168946, + "FN": 1552.0416666666667, + "FP": 918.25, + "IoU": 0.07376091592453146, + "TN": 289054.8333333333, + "TP": 528.2083333333334, + "n_pred": 1446.4583333333333, + "n_ref": 2080.25 + }, + "14": { + "Dice": 0.4974292241367432, + "FN": 1968.875, + "FP": 838.7083333333334, + "IoU": 0.39523379583324153, + "TN": 284334.5833333333, + "TP": 4911.166666666667, + "n_pred": 5749.875, + "n_ref": 6880.041666666667 + }, + "15": { + "Dice": 0.42665094186568636, + "FN": 3867.6666666666665, + "FP": 261.9583333333333, + "IoU": 0.31273444849198123, + "TN": 285215.25, + "TP": 2708.4583333333335, + "n_pred": 2970.4166666666665, + "n_ref": 6576.125 + }, + "2": { + "Dice": 0.3138247338811657, + "FN": 1177.2083333333333, + "FP": 621.5416666666666, + "IoU": 0.27698521004640264, + "TN": 288686.0, + "TP": 1568.5833333333333, + "n_pred": 2190.125, + "n_ref": 2745.7916666666665 + }, + "3": { + "Dice": 0.47034912466279233, + "FN": 1333.875, + "FP": 234.04166666666666, + "IoU": 0.43541502690470113, + "TN": 284819.7083333333, + "TP": 5665.708333333333, + "n_pred": 5899.75, + "n_ref": 6999.583333333333 + }, + "4": { + "Dice": 0.43884892452464896, + "FN": 314.375, + "FP": 378.4583333333333, + "IoU": 0.3608315654027761, + "TN": 289829.2916666667, + "TP": 1531.2083333333333, + "n_pred": 1909.6666666666667, + "n_ref": 1845.5833333333333 + }, + "5": { + "Dice": 0.23834872080486114, + "FN": 85.75, + "FP": 45.5, + "IoU": 0.18420125451160882, + "TN": 291906.7916666667, + "TP": 15.291666666666666, + "n_pred": 60.791666666666664, + "n_ref": 101.04166666666667 + }, + "6": { + "Dice": 0.5818113347865511, + "FN": 6670.708333333333, + "FP": 2293.8333333333335, + "IoU": 0.5305422497588143, + "TN": 264214.5416666667, + "TP": 18874.25, + "n_pred": 21168.083333333332, + "n_ref": 25544.958333333332 + }, + "7": { + "Dice": 0.2613790028480526, + "FN": 2252.375, + "FP": 1308.5, + "IoU": 0.19546253368438768, + "TN": 285338.4583333333, + "TP": 3154.0, + "n_pred": 4462.5, + "n_ref": 5406.375 + }, + "8": { + "Dice": 0.4290904367803656, + "FN": 219.29166666666666, + "FP": 350.9166666666667, + "IoU": 0.3771508986704368, + "TN": 289039.25, + "TP": 2443.875, + "n_pred": 2794.7916666666665, + "n_ref": 2663.1666666666665 + }, + "9": { + "Dice": 0.5250599682576618, + "FN": 855.375, + "FP": 565.9583333333334, + "IoU": 0.4401940741888623, + "TN": 287981.9583333333, + "TP": 2650.0416666666665, + "n_pred": 3216.0, + "n_ref": 3505.4166666666665 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6171254714818597, + "FN": 14195, + "FP": 4178, + "IoU": 0.44626280892103676, + "TN": 142052, + "TP": 14807, + "n_pred": 18985, + "n_ref": 29002 + }, + "11": { + "Dice": 0.7546807489198272, + "FN": 286, + "FP": 225, + "IoU": 0.6060138781804163, + "TN": 173935, + "TP": 786, + "n_pred": 1011, + "n_ref": 1072 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5494296577946768, + "FN": 8727, + "FP": 3123, + "IoU": 0.37876802096985585, + "TN": 156157, + "TP": 7225, + "n_pred": 10348, + "n_ref": 15952 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 9, + "FP": 0, + "IoU": 0.0, + "TN": 175223, + "TP": 0, + "n_pred": 0, + "n_ref": 9 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8901134521880065, + "FN": 1403, + "FP": 631, + "IoU": 0.8019859813084113, + "TN": 164960, + "TP": 8238, + "n_pred": 8869, + "n_ref": 9641 + }, + "7": { + "Dice": 0.39530791788856307, + "FN": 274, + "FP": 3850, + "IoU": 0.2463450292397661, + "TN": 169760, + "TP": 1348, + "n_pred": 5198, + "n_ref": 1622 + }, + "8": { + "Dice": 0.8961653626968029, + "FN": 604, + "FP": 471, + "IoU": 0.811865593279664, + "TN": 169518, + "TP": 4639, + "n_pred": 5110, + "n_ref": 5243 + }, + "9": { + "Dice": 0.7379384113043967, + "FN": 2569, + "FP": 2086, + "IoU": 0.5847087162101883, + "TN": 164023, + "TP": 6554, + "n_pred": 8640, + "n_ref": 9123 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0015.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0015.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8828795907180705, + "FN": 1564, + "FP": 359, + "IoU": 0.7903173045469415, + "TN": 516525, + "TP": 7248, + "n_pred": 7607, + "n_ref": 8812 + }, + "10": { + "Dice": 0.2930815837677892, + "FN": 1851, + "FP": 3166, + "IoU": 0.17170216278685818, + "TN": 519639, + "TP": 1040, + "n_pred": 4206, + "n_ref": 2891 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.39496611810261373, + "FN": 1039, + "FP": 211, + "IoU": 0.24607961399276237, + "TN": 524038, + "TP": 408, + "n_pred": 619, + "n_ref": 1447 + }, + "13": { + "Dice": 0.0, + "FN": 60, + "FP": 388, + "IoU": 0.0, + "TN": 525248, + "TP": 0, + "n_pred": 388, + "n_ref": 60 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 16, + "IoU": 0.0, + "TN": 525680, + "TP": 0, + "n_pred": 16, + "n_ref": 0 + }, + "3": { + "Dice": 0.9507134193201915, + "FN": 2894, + "FP": 2429, + "IoU": 0.9060569693974798, + "TN": 469034, + "TP": 51339, + "n_pred": 53768, + "n_ref": 54233 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 451, + "IoU": 0.0, + "TN": 525245, + "TP": 0, + "n_pred": 451, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 42, + "IoU": 0.0, + "TN": 525654, + "TP": 0, + "n_pred": 42, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 27, + "FP": 0, + "IoU": 0.0, + "TN": 525669, + "TP": 0, + "n_pred": 0, + "n_ref": 27 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0019.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0019.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.5176223040504997, + "FN": 2221, + "FP": 530, + "IoU": 0.34918381831085876, + "TN": 346237, + "TP": 1476, + "n_pred": 2006, + "n_ref": 3697 + }, + "11": { + "Dice": 0.5108164689462665, + "FN": 1370, + "FP": 32, + "IoU": 0.3430178069353327, + "TN": 348330, + "TP": 732, + "n_pred": 764, + "n_ref": 2102 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.17287796195349872, + "FN": 7266, + "FP": 169, + "IoU": 0.09461763273258646, + "TN": 342252, + "TP": 777, + "n_pred": 946, + "n_ref": 8043 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9431723810653696, + "FN": 127, + "FP": 352, + "IoU": 0.892456219128873, + "TN": 346010, + "TP": 3975, + "n_pred": 4327, + "n_ref": 4102 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 20, + "IoU": 0.0, + "TN": 350444, + "TP": 0, + "n_pred": 20, + "n_ref": 0 + }, + "4": { + "Dice": 0.7215959219684345, + "FN": 2882, + "FP": 2798, + "IoU": 0.5644505789433326, + "TN": 337423, + "TP": 7361, + "n_pred": 10159, + "n_ref": 10243 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9385185769503825, + "FN": 5114, + "FP": 2680, + "IoU": 0.8841592104872031, + "TN": 283182, + "TP": 59488, + "n_pred": 62168, + "n_ref": 64602 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 25, + "IoU": 0.0, + "TN": 350439, + "TP": 0, + "n_pred": 25, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 1011, + "IoU": 0.0, + "TN": 349453, + "TP": 0, + "n_pred": 1011, + "n_ref": 0 + }, + "9": { + "Dice": 0.8343000113726828, + "FN": 4203, + "FP": 3082, + "IoU": 0.7157073170731707, + "TN": 324839, + "TP": 18340, + "n_pred": 21422, + "n_ref": 22543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0027.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0027.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 3636, + "IoU": 0.0, + "TN": 171596, + "TP": 0, + "n_pred": 3636, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 741, + "IoU": 0.0, + "TN": 174491, + "TP": 0, + "n_pred": 741, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 6203, + "IoU": 0.0, + "TN": 169029, + "TP": 0, + "n_pred": 6203, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7095516569200779, + "FN": 291, + "FP": 7, + "IoU": 0.5498489425981873, + "TN": 174570, + "TP": 364, + "n_pred": 371, + "n_ref": 655 + }, + "6": { + "Dice": 0.9302259966707107, + "FN": 745, + "FP": 4201, + "IoU": 0.8695537503956113, + "TN": 137316, + "TP": 32970, + "n_pred": 37171, + "n_ref": 33715 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 9, + "IoU": 0.0, + "TN": 175223, + "TP": 0, + "n_pred": 9, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 3385, + "IoU": 0.0, + "TN": 171847, + "TP": 0, + "n_pred": 3385, + "n_ref": 0 + }, + "9": { + "Dice": 0.7250773082020321, + "FN": 4399, + "FP": 3069, + "IoU": 0.5687225687225688, + "TN": 157916, + "TP": 9848, + "n_pred": 12917, + "n_ref": 14247 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0050.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0050.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0054.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0054.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0057.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0057.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 32, + "IoU": 0.0, + "TN": 175200, + "TP": 0, + "n_pred": 32, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 37, + "IoU": 0.0, + "TN": 175195, + "TP": 0, + "n_pred": 37, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0058.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0058.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1182, + "IoU": 0.0, + "TN": 349282, + "TP": 0, + "n_pred": 1182, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8224463133828692, + "FN": 5917, + "FP": 2781, + "IoU": 0.6984363623756197, + "TN": 321621, + "TP": 20145, + "n_pred": 22926, + "n_ref": 26062 + }, + "7": { + "Dice": 0.8145165874083476, + "FN": 18548, + "FP": 1032, + "IoU": 0.6870754822521615, + "TN": 287893, + "TP": 42991, + "n_pred": 44023, + "n_ref": 61539 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0072.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0072.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 26, + "IoU": 0.0, + "TN": 175206, + "TP": 0, + "n_pred": 26, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 57, + "IoU": 0.0, + "TN": 175175, + "TP": 0, + "n_pred": 57, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.6593795129724616, + "FN": 26731, + "FP": 629, + "IoU": 0.4918465138739274, + "TN": 121390, + "TP": 26482, + "n_pred": 27111, + "n_ref": 53213 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 853, + "IoU": 0.0, + "TN": 174379, + "TP": 0, + "n_pred": 853, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 923, + "IoU": 0.0, + "TN": 174309, + "TP": 0, + "n_pred": 923, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9840233743628, + "FN": 1641, + "FP": 415, + "IoU": 0.9685492259683045, + "TN": 109860, + "TP": 63316, + "n_pred": 63731, + "n_ref": 64957 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 11738, + "IoU": 0.0, + "TN": 163494, + "TP": 0, + "n_pred": 11738, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0084.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0084.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9248479081970994, + "FN": 7784, + "FP": 2642, + "IoU": 0.8602019335201598, + "TN": 100653, + "TP": 64153, + "n_pred": 66795, + "n_ref": 71937 + }, + "15": { + "Dice": 0.8191246629330015, + "FN": 3484, + "FP": 4, + "IoU": 0.6936588793254874, + "TN": 163846, + "TP": 7898, + "n_pred": 7902, + "n_ref": 11382 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0094.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0094.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 23, + "IoU": 0.0, + "TN": 525673, + "TP": 0, + "n_pred": 23, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 6, + "FP": 123, + "IoU": 0.0, + "TN": 525567, + "TP": 0, + "n_pred": 123, + "n_ref": 6 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6333333333333333, + "FN": 159, + "FP": 127, + "IoU": 0.4634146341463415, + "TN": 525163, + "TP": 247, + "n_pred": 374, + "n_ref": 406 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1645, + "IoU": 0.0, + "TN": 524051, + "TP": 0, + "n_pred": 1645, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 39, + "IoU": 0.0, + "TN": 525657, + "TP": 0, + "n_pred": 39, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9368964742869975, + "FN": 475, + "FP": 87, + "IoU": 0.8812843261512463, + "TN": 520962, + "TP": 4172, + "n_pred": 4259, + "n_ref": 4647 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.005494505494505495, + "FN": 1, + "FP": 1085, + "IoU": 0.0027548209366391185, + "TN": 524607, + "TP": 3, + "n_pred": 1088, + "n_ref": 4 + }, + "6": { + "Dice": 0.735476898135639, + "FN": 923, + "FP": 4951, + "IoU": 0.5816239316239317, + "TN": 511656, + "TP": 8166, + "n_pred": 13117, + "n_ref": 9089 + }, + "7": { + "Dice": 0.42863340563991326, + "FN": 1317, + "FP": 0, + "IoU": 0.27277747101049143, + "TN": 523885, + "TP": 494, + "n_pred": 494, + "n_ref": 1811 + }, + "8": { + "Dice": 0.9135276776940714, + "FN": 1500, + "FP": 2196, + "IoU": 0.8408200180886343, + "TN": 502477, + "TP": 19523, + "n_pred": 21719, + "n_ref": 21023 + }, + "9": { + "Dice": 0.6531607360538689, + "FN": 5909, + "FP": 66, + "IoU": 0.4849581932592018, + "TN": 514095, + "TP": 5626, + "n_pred": 5692, + "n_ref": 11535 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0098.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0098.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.6266649083476197, + "FN": 1858, + "FP": 973, + "IoU": 0.4563088150566545, + "TN": 170025, + "TP": 2376, + "n_pred": 3349, + "n_ref": 4234 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9080459770114943, + "FN": 1386, + "FP": 70, + "IoU": 0.8315789473684211, + "TN": 166587, + "TP": 7189, + "n_pred": 7259, + "n_ref": 8575 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 16, + "IoU": 0.0, + "TN": 175216, + "TP": 0, + "n_pred": 16, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9814441466442131, + "FN": 1126, + "FP": 1221, + "IoU": 0.9635643871768997, + "TN": 110817, + "TP": 62068, + "n_pred": 63289, + "n_ref": 63194 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9518041887458996, + "FN": 912, + "FP": 425, + "IoU": 0.9080404429465575, + "TN": 160693, + "TP": 13202, + "n_pred": 13627, + "n_ref": 14114 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0158.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0158.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7303865701524719, + "FN": 16179, + "FP": 1327, + "IoU": 0.5752826435052647, + "TN": 309246, + "TP": 23712, + "n_pred": 25039, + "n_ref": 39891 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.3087154357717886, + "FN": 17101, + "FP": 2649, + "IoU": 0.18253311258278146, + "TN": 326304, + "TP": 4410, + "n_pred": 7059, + "n_ref": 21511 + }, + "14": { + "Dice": 0.7193066157760815, + "FN": 2687, + "FP": 843, + "IoU": 0.5616540419719359, + "TN": 342411, + "TP": 4523, + "n_pred": 5366, + "n_ref": 7210 + }, + "15": { + "Dice": 0.6061422038580283, + "FN": 33634, + "FP": 300, + "IoU": 0.4348666022715918, + "TN": 290418, + "TP": 26112, + "n_pred": 26412, + "n_ref": 59746 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 66, + "IoU": 0.0, + "TN": 350398, + "TP": 0, + "n_pred": 66, + "n_ref": 0 + }, + "4": { + "Dice": 0.7814614343707713, + "FN": 1071, + "FP": 867, + "IoU": 0.6413103831204886, + "TN": 345061, + "TP": 3465, + "n_pred": 4332, + "n_ref": 4536 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.930036511270564, + "FN": 4103, + "FP": 860, + "IoU": 0.8692226613965744, + "TN": 312514, + "TP": 32987, + "n_pred": 33847, + "n_ref": 37090 + }, + "7": { + "Dice": 0.06761165485431432, + "FN": 16210, + "FP": 366, + "IoU": 0.0349886476101764, + "TN": 333287, + "TP": 601, + "n_pred": 967, + "n_ref": 16811 + }, + "8": { + "Dice": 0.17073170731707318, + "FN": 71, + "FP": 65, + "IoU": 0.09333333333333334, + "TN": 350314, + "TP": 14, + "n_pred": 79, + "n_ref": 85 + }, + "9": { + "Dice": 0.8232590586400755, + "FN": 632, + "FP": 3675, + "IoU": 0.6996094294880737, + "TN": 336126, + "TP": 10031, + "n_pred": 13706, + "n_ref": 10663 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0161.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0161.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.4622265913000737, + "FN": 10501, + "FP": 440, + "IoU": 0.300581729847216, + "TN": 159589, + "TP": 4702, + "n_pred": 5142, + "n_ref": 15203 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.018461538461538463, + "FN": 2347, + "FP": 205, + "IoU": 0.009316770186335404, + "TN": 172656, + "TP": 24, + "n_pred": 229, + "n_ref": 2371 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 4554, + "IoU": 0.0, + "TN": 170678, + "TP": 0, + "n_pred": 4554, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 13417, + "IoU": 0.0, + "TN": 161815, + "TP": 0, + "n_pred": 13417, + "n_ref": 0 + }, + "3": { + "Dice": 0.4357338195077484, + "FN": 22896, + "FP": 7, + "IoU": 0.27855477855477856, + "TN": 143486, + "TP": 8843, + "n_pred": 8850, + "n_ref": 31739 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 729, + "IoU": 0.0, + "TN": 174503, + "TP": 0, + "n_pred": 729, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.41730892742453435, + "FN": 683, + "FP": 6575, + "IoU": 0.2636704879780866, + "TN": 165375, + "TP": 2599, + "n_pred": 9174, + "n_ref": 3282 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 4874, + "IoU": 0.0, + "TN": 170358, + "TP": 0, + "n_pred": 4874, + "n_ref": 0 + }, + "8": { + "Dice": 0.8964183621994283, + "FN": 1203, + "FP": 29, + "IoU": 0.8122809690690234, + "TN": 168669, + "TP": 5331, + "n_pred": 5360, + "n_ref": 6534 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0173.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0173.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9660617269679805, + "FN": 2238, + "FP": 698, + "IoU": 0.9343514522728797, + "TN": 305741, + "TP": 41787, + "n_pred": 42485, + "n_ref": 44025 + }, + "10": { + "Dice": 0.7653490328006728, + "FN": 279, + "FP": 0, + "IoU": 0.6198910081743869, + "TN": 349730, + "TP": 455, + "n_pred": 455, + "n_ref": 734 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9747513389441469, + "FN": 180, + "FP": 18, + "IoU": 0.9507462686567164, + "TN": 346444, + "TP": 3822, + "n_pred": 3840, + "n_ref": 4002 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 178, + "IoU": 0.0, + "TN": 350286, + "TP": 0, + "n_pred": 178, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9627439024390244, + "FN": 1084, + "FP": 138, + "IoU": 0.9281641290929399, + "TN": 333453, + "TP": 15789, + "n_pred": 15927, + "n_ref": 16873 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 1166, + "IoU": 0.0, + "TN": 349298, + "TP": 0, + "n_pred": 1166, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0188.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0188.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1565, + "IoU": 0.0, + "TN": 173667, + "TP": 0, + "n_pred": 1565, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 153, + "IoU": 0.0, + "TN": 175079, + "TP": 0, + "n_pred": 153, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1393, + "IoU": 0.0, + "TN": 173839, + "TP": 0, + "n_pred": 1393, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.056700521237975504, + "FN": 133558, + "FP": 0, + "IoU": 0.02917744889948536, + "TN": 37660, + "TP": 4014, + "n_pred": 4014, + "n_ref": 137572 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 1905, + "FP": 0, + "IoU": 0.0, + "TN": 173327, + "TP": 0, + "n_pred": 0, + "n_ref": 1905 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0197.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0197.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6993629041952157, + "FN": 921, + "FP": 1580, + "IoU": 0.5377079482439926, + "TN": 520286, + "TP": 2909, + "n_pred": 4489, + "n_ref": 3830 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.07137433561123765, + "FN": 1776, + "FP": 670, + "IoU": 0.03700787401574803, + "TN": 523156, + "TP": 94, + "n_pred": 764, + "n_ref": 1870 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.6700776956604131, + "FN": 1646, + "FP": 95, + "IoU": 0.5038472499287546, + "TN": 522187, + "TP": 1768, + "n_pred": 1863, + "n_ref": 3414 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9832370028749401, + "FN": 1739, + "FP": 2739, + "IoU": 0.9670267364716104, + "TN": 389889, + "TP": 131329, + "n_pred": 134068, + "n_ref": 133068 + }, + "7": { + "Dice": 0.39078751857355126, + "FN": 3280, + "FP": 0, + "IoU": 0.24284395198522624, + "TN": 521364, + "TP": 1052, + "n_pred": 1052, + "n_ref": 4332 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 14, + "IoU": 0.0, + "TN": 525682, + "TP": 0, + "n_pred": 14, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0249.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0249.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9289924973204716, + "FN": 271, + "FP": 259, + "IoU": 0.8674005504128096, + "TN": 346467, + "TP": 3467, + "n_pred": 3726, + "n_ref": 3738 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6801498127340824, + "FN": 960, + "FP": 321, + "IoU": 0.5153234960272418, + "TN": 347821, + "TP": 1362, + "n_pred": 1683, + "n_ref": 2322 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 2888, + "IoU": 0.0, + "TN": 347576, + "TP": 0, + "n_pred": 2888, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9832816584594808, + "FN": 1103, + "FP": 547, + "IoU": 0.967113130829945, + "TN": 300292, + "TP": 48522, + "n_pred": 49069, + "n_ref": 49625 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 1766, + "FP": 0, + "IoU": 0.0, + "TN": 348698, + "TP": 0, + "n_pred": 0, + "n_ref": 1766 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 362, + "IoU": 0.0, + "TN": 350102, + "TP": 0, + "n_pred": 362, + "n_ref": 0 + }, + "7": { + "Dice": 0.8278840222085133, + "FN": 1486, + "FP": 1304, + "IoU": 0.7063157894736842, + "TN": 340964, + "TP": 6710, + "n_pred": 8014, + "n_ref": 8196 + }, + "8": { + "Dice": 0.956434139252213, + "FN": 1858, + "FP": 780, + "IoU": 0.9165057762304162, + "TN": 318869, + "TP": 28957, + "n_pred": 29737, + "n_ref": 30815 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0294.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0294.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0299.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0299.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 19, + "IoU": 0.0, + "TN": 175213, + "TP": 0, + "n_pred": 19, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.4759532062391681, + "FN": 9635, + "FP": 41, + "IoU": 0.3122956645344705, + "TN": 161162, + "TP": 4394, + "n_pred": 4435, + "n_ref": 14029 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 282, + "IoU": 0.0, + "TN": 174950, + "TP": 0, + "n_pred": 282, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 780, + "IoU": 0.0, + "TN": 174452, + "TP": 0, + "n_pred": 780, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 11, + "IoU": 0.0, + "TN": 175221, + "TP": 0, + "n_pred": 11, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0349.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0349.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.6796225912532142, + "FN": 26051, + "FP": 5222, + "IoU": 0.5147184333441956, + "TN": 110789, + "TP": 33170, + "n_pred": 38392, + "n_ref": 59221 + }, + "15": { + "Dice": 0.49285754299479023, + "FN": 8686, + "FP": 367, + "IoU": 0.32701457032411535, + "TN": 161780, + "TP": 4399, + "n_pred": 4766, + "n_ref": 13085 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0351.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0351.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 813, + "IoU": 0.0, + "TN": 524883, + "TP": 0, + "n_pred": 813, + "n_ref": 0 + }, + "10": { + "Dice": 0.6989047399907962, + "FN": 12486, + "FP": 3871, + "IoU": 0.5371664638804787, + "TN": 490355, + "TP": 18984, + "n_pred": 22855, + "n_ref": 31470 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.08554277138569284, + "FN": 2319, + "FP": 1337, + "IoU": 0.04468251894434283, + "TN": 521869, + "TP": 171, + "n_pred": 1508, + "n_ref": 2490 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 525694, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "15": { + "Dice": 0.4735287780270479, + "FN": 41388, + "FP": 149, + "IoU": 0.3102114020957537, + "TN": 465479, + "TP": 18680, + "n_pred": 18829, + "n_ref": 60068 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8988074196729241, + "FN": 1946, + "FP": 3493, + "IoU": 0.8162127458268568, + "TN": 496102, + "TP": 24155, + "n_pred": 27648, + "n_ref": 26101 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8403284025762616, + "FN": 2061, + "FP": 2451, + "IoU": 0.7246261824839793, + "TN": 509311, + "TP": 11873, + "n_pred": 14324, + "n_ref": 13934 + }, + "7": { + "Dice": 0.6846896215788352, + "FN": 12591, + "FP": 8123, + "IoU": 0.520553652439589, + "TN": 482492, + "TP": 22490, + "n_pred": 30613, + "n_ref": 35081 + }, + "8": { + "Dice": 0.4576271186440678, + "FN": 0, + "FP": 448, + "IoU": 0.2967032967032967, + "TN": 525059, + "TP": 189, + "n_pred": 637, + "n_ref": 189 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0358.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0358.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.6822742474916388, + "FN": 1096, + "FP": 9734, + "IoU": 0.5177664974619289, + "TN": 152774, + "TP": 11628, + "n_pred": 21362, + "n_ref": 12724 + }, + "15": { + "Dice": 0.5949034052469367, + "FN": 5632, + "FP": 5146, + "IoU": 0.4233896854269206, + "TN": 156540, + "TP": 7914, + "n_pred": 13060, + "n_ref": 13546 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0361.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0361.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7689524875259637, + "FN": 29826, + "FP": 319, + "IoU": 0.6246326642426657, + "TN": 445388, + "TP": 50163, + "n_pred": 50482, + "n_ref": 79989 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 280, + "IoU": 0.0, + "TN": 525416, + "TP": 0, + "n_pred": 280, + "n_ref": 0 + }, + "3": { + "Dice": 0.8924636607721508, + "FN": 4465, + "FP": 181, + "IoU": 0.8058098223615465, + "TN": 501771, + "TP": 19279, + "n_pred": 19460, + "n_ref": 23744 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 23784, + "IoU": 0.0, + "TN": 501912, + "TP": 0, + "n_pred": 23784, + "n_ref": 0 + }, + "7": { + "Dice": 0.04987531172069826, + "FN": 351, + "FP": 30, + "IoU": 0.02557544757033248, + "TN": 525305, + "TP": 10, + "n_pred": 40, + "n_ref": 361 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0374.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0374.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": 0.3749372250432431, + "FN": 1273.3611111111109, + "FP": 578.75, + "IoU": 0.3060141177647833, + "TN": 294863.56388888886, + "TP": 2638.9916666666672, + "n_pred": 3217.741666666667, + "n_ref": 3912.3527777777776 + }, + "mean": { + "1": { + "Dice": 0.10333359115167452, + "FN": 346.875, + "FP": 192.5, + "IoU": 0.08094026414637101, + "TN": 298703.9583333333, + "TP": 111.33333333333333, + "n_pred": 303.8333333333333, + "n_ref": 458.2083333333333 + }, + "10": { + "Dice": 0.43875761348164666, + "FN": 1303.7083333333333, + "FP": 1057.9166666666667, + "IoU": 0.3206598369884796, + "TN": 295399.125, + "TP": 1593.9166666666667, + "n_pred": 2651.8333333333335, + "n_ref": 2897.625 + }, + "11": { + "Dice": 0.3537715138742536, + "FN": 34.625, + "FP": 56.791666666666664, + "IoU": 0.27449484319090717, + "TN": 299144.75, + "TP": 118.5, + "n_pred": 175.29166666666666, + "n_ref": 153.125 + }, + "12": { + "Dice": 0.03251720479830264, + "FN": 421.625, + "FP": 103.875, + "IoU": 0.017980907387193764, + "TN": 298798.5, + "TP": 30.666666666666668, + "n_pred": 134.54166666666666, + "n_ref": 452.2916666666667 + }, + "13": { + "Dice": 0.09756331746539382, + "FN": 2625.1666666666665, + "FP": 779.375, + "IoU": 0.06797274817597775, + "TN": 295413.0416666667, + "TP": 537.0833333333334, + "n_pred": 1316.4583333333333, + "n_ref": 3162.25 + }, + "14": { + "Dice": 0.478950162622349, + "FN": 1947.2083333333333, + "FP": 395.7916666666667, + "IoU": 0.4046807057235181, + "TN": 293346.8333333333, + "TP": 3664.8333333333335, + "n_pred": 4060.625, + "n_ref": 5612.041666666667 + }, + "15": { + "Dice": 0.31175701206220024, + "FN": 1111.875, + "FP": 687.625, + "IoU": 0.22648760505088897, + "TN": 296661.3333333333, + "TP": 893.8333333333334, + "n_pred": 1581.4583333333333, + "n_ref": 2005.7083333333333 + }, + "2": { + "Dice": 0.12045991229056562, + "FN": 381.375, + "FP": 121.04166666666667, + "IoU": 0.09431262930844742, + "TN": 298316.625, + "TP": 535.625, + "n_pred": 656.6666666666666, + "n_ref": 917.0 + }, + "3": { + "Dice": 0.5472829574641913, + "FN": 730.6666666666666, + "FP": 971.4583333333334, + "IoU": 0.4706514654863702, + "TN": 295515.7083333333, + "TP": 2136.8333333333335, + "n_pred": 3108.2916666666665, + "n_ref": 2867.5 + }, + "4": { + "Dice": 0.2885203839797957, + "FN": 170.54166666666666, + "FP": 398.5, + "IoU": 0.241027797003369, + "TN": 297435.0416666667, + "TP": 1350.5833333333333, + "n_pred": 1749.0833333333333, + "n_ref": 1521.125 + }, + "5": { + "Dice": 0.22554704795706176, + "FN": 2006.25, + "FP": 115.875, + "IoU": 0.15189291434565258, + "TN": 296763.9166666667, + "TP": 468.625, + "n_pred": 584.5, + "n_ref": 2474.875 + }, + "6": { + "Dice": 0.7338866929802959, + "FN": 1528.2083333333333, + "FP": 1866.0833333333333, + "IoU": 0.6587434252162228, + "TN": 281635.7083333333, + "TP": 14324.666666666666, + "n_pred": 16190.75, + "n_ref": 15852.875 + }, + "7": { + "Dice": 0.47105087251213196, + "FN": 3791.0416666666665, + "FP": 573.5833333333334, + "IoU": 0.3516133488284978, + "TN": 291321.9166666667, + "TP": 3668.125, + "n_pred": 4241.708333333333, + "n_ref": 7459.166666666667 + }, + "8": { + "Dice": 0.8410644204386322, + "FN": 1489.4583333333333, + "FP": 568.5416666666666, + "IoU": 0.7656830809609461, + "TN": 289761.3333333333, + "TP": 7535.333333333333, + "n_pred": 8103.875, + "n_ref": 9024.791666666666 + }, + "9": { + "Dice": 0.5795956725701537, + "FN": 1211.7916666666667, + "FP": 792.2916666666666, + "IoU": 0.46307019465890836, + "TN": 294735.6666666667, + "TP": 2614.9166666666665, + "n_pred": 3407.2083333333335, + "n_ref": 3826.7083333333335 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6092547938913767, + "FN": 400, + "FP": 6406, + "IoU": 0.4380779392338177, + "TN": 163120, + "TP": 5306, + "n_pred": 11712, + "n_ref": 5706 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.15797812146359863, + "FN": 10487, + "FP": 674, + "IoU": 0.08576343381389252, + "TN": 163024, + "TP": 1047, + "n_pred": 1721, + "n_ref": 11534 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.6666666666666666, + "FN": 18, + "FP": 8, + "IoU": 0.5, + "TN": 175180, + "TP": 26, + "n_pred": 34, + "n_ref": 44 + }, + "8": { + "Dice": 0.8752646062658763, + "FN": 4321, + "FP": 393, + "IoU": 0.7781960193854985, + "TN": 153979, + "TP": 16539, + "n_pred": 16932, + "n_ref": 20860 + }, + "9": { + "Dice": 0.6882400033708339, + "FN": 5736, + "FP": 1663, + "IoU": 0.5246691507130926, + "TN": 159666, + "TP": 8167, + "n_pred": 9830, + "n_ref": 13903 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0001.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0001.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 25558, + "FP": 0, + "IoU": 0.0, + "TN": 149674, + "TP": 0, + "n_pred": 0, + "n_ref": 25558 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 73, + "IoU": 0.0, + "TN": 175159, + "TP": 0, + "n_pred": 73, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.7291333546530221, + "FN": 1632, + "FP": 2603, + "IoU": 0.5737292400603925, + "TN": 165297, + "TP": 5700, + "n_pred": 8303, + "n_ref": 7332 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8621807056608556, + "FN": 532, + "FP": 7081, + "IoU": 0.7577483612295551, + "TN": 143806, + "TP": 23813, + "n_pred": 30894, + "n_ref": 24345 + }, + "7": { + "Dice": 0.12754809660253785, + "FN": 8390, + "FP": 2267, + "IoU": 0.06811822315494928, + "TN": 163796, + "TP": 779, + "n_pred": 3046, + "n_ref": 9169 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0005.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0005.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 6212, + "FP": 0, + "IoU": 0.0, + "TN": 344252, + "TP": 0, + "n_pred": 0, + "n_ref": 6212 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 175, + "IoU": 0.0, + "TN": 350289, + "TP": 0, + "n_pred": 175, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 1341, + "IoU": 0.0, + "TN": 349123, + "TP": 0, + "n_pred": 1341, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 2604, + "IoU": 0.0, + "TN": 347860, + "TP": 0, + "n_pred": 2604, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 656, + "FP": 377, + "IoU": 0.0, + "TN": 349431, + "TP": 0, + "n_pred": 377, + "n_ref": 656 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 12, + "IoU": 0.0, + "TN": 350452, + "TP": 0, + "n_pred": 12, + "n_ref": 0 + }, + "5": { + "Dice": 0.05966225098594398, + "FN": 9281, + "FP": 18, + "IoU": 0.030748384406920994, + "TN": 340870, + "TP": 295, + "n_pred": 313, + "n_ref": 9576 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 12007, + "IoU": 0.0, + "TN": 338457, + "TP": 0, + "n_pred": 12007, + "n_ref": 0 + }, + "7": { + "Dice": 0.2123809523809524, + "FN": 445, + "FP": 1209, + "IoU": 0.11880660628662759, + "TN": 348587, + "TP": 223, + "n_pred": 1432, + "n_ref": 668 + }, + "8": { + "Dice": 0.9433920635420935, + "FN": 1920, + "FP": 1672, + "IoU": 0.892849685290696, + "TN": 316941, + "TP": 29931, + "n_pred": 31603, + "n_ref": 31851 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 2293, + "IoU": 0.0, + "TN": 348171, + "TP": 0, + "n_pred": 2293, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0006.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0006.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 457, + "IoU": 0.0, + "TN": 350007, + "TP": 0, + "n_pred": 457, + "n_ref": 0 + }, + "10": { + "Dice": 0.7186774705810497, + "FN": 5445, + "FP": 1464, + "IoU": 0.5608872505402314, + "TN": 334730, + "TP": 8825, + "n_pred": 10289, + "n_ref": 14270 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1092, + "IoU": 0.0, + "TN": 349372, + "TP": 0, + "n_pred": 1092, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 271, + "IoU": 0.0, + "TN": 350193, + "TP": 0, + "n_pred": 271, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 334, + "IoU": 0.0, + "TN": 350130, + "TP": 0, + "n_pred": 334, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9212670700410243, + "FN": 4056, + "FP": 147, + "IoU": 0.8540270204563609, + "TN": 321671, + "TP": 24590, + "n_pred": 24737, + "n_ref": 28646 + }, + "7": { + "Dice": 0.2943396226415094, + "FN": 32958, + "FP": 141, + "IoU": 0.17256637168141592, + "TN": 310462, + "TP": 6903, + "n_pred": 7044, + "n_ref": 39861 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0030.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0030.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 13, + "IoU": 0.0, + "TN": 350451, + "TP": 0, + "n_pred": 13, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 7845, + "IoU": 0.0, + "TN": 342619, + "TP": 0, + "n_pred": 7845, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.3325240361270273, + "FN": 12971, + "FP": 775, + "IoU": 0.1994175888177053, + "TN": 333294, + "TP": 3424, + "n_pred": 4199, + "n_ref": 16395 + }, + "6": { + "Dice": 0.6725499303297724, + "FN": 2150, + "FP": 1375, + "IoU": 0.5066480055983205, + "TN": 343319, + "TP": 3620, + "n_pred": 4995, + "n_ref": 5770 + }, + "7": { + "Dice": 0.8148721255104234, + "FN": 2600, + "FP": 1707, + "IoU": 0.6875816045263311, + "TN": 336678, + "TP": 9479, + "n_pred": 11186, + "n_ref": 12079 + }, + "8": { + "Dice": 0.7494953515480625, + "FN": 8336, + "FP": 475, + "IoU": 0.5993543106584213, + "TN": 328472, + "TP": 13181, + "n_pred": 13656, + "n_ref": 21517 + }, + "9": { + "Dice": 0.8001711596063329, + "FN": 1884, + "FP": 2319, + "IoU": 0.666904422253923, + "TN": 337846, + "TP": 8415, + "n_pred": 10734, + "n_ref": 10299 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0048.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0048.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0064.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0064.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6565809379727685, + "FN": 193, + "FP": 34, + "IoU": 0.48873873873873874, + "TN": 174788, + "TP": 217, + "n_pred": 251, + "n_ref": 410 + }, + "11": { + "Dice": 0.6666666666666666, + "FN": 0, + "FP": 3, + "IoU": 0.5, + "TN": 175226, + "TP": 3, + "n_pred": 6, + "n_ref": 3 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7125694444444445, + "FN": 6022, + "FP": 2256, + "IoU": 0.5534818490749231, + "TN": 156693, + "TP": 10261, + "n_pred": 12517, + "n_ref": 16283 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.6416810027033669, + "FN": 459, + "FP": 5373, + "IoU": 0.47240817803510043, + "TN": 164178, + "TP": 5222, + "n_pred": 10595, + "n_ref": 5681 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9504576083676959, + "FN": 2696, + "FP": 2230, + "IoU": 0.9055923952623711, + "TN": 123054, + "TP": 47252, + "n_pred": 49482, + "n_ref": 49948 + }, + "7": { + "Dice": 0.7342300072985091, + "FN": 4977, + "FP": 2670, + "IoU": 0.5800658978583196, + "TN": 157022, + "TP": 10563, + "n_pred": 13233, + "n_ref": 15540 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7527405602923264, + "FN": 73, + "FP": 536, + "IoU": 0.603515625, + "TN": 173696, + "TP": 927, + "n_pred": 1463, + "n_ref": 1000 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0066.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0066.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.34749708963911524, + "FN": 1370, + "FP": 5356, + "IoU": 0.2102853117294822, + "TN": 166715, + "TP": 1791, + "n_pred": 7147, + "n_ref": 3161 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 488, + "FP": 457, + "IoU": 0.0, + "TN": 174287, + "TP": 0, + "n_pred": 457, + "n_ref": 488 + }, + "13": { + "Dice": 0.047044632086851626, + "FN": 5644, + "FP": 3836, + "IoU": 0.024088943792464484, + "TN": 165518, + "TP": 234, + "n_pred": 4070, + "n_ref": 5878 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.8689779378658262, + "FN": 509, + "FP": 73, + "IoU": 0.768312101910828, + "TN": 172720, + "TP": 1930, + "n_pred": 2003, + "n_ref": 2439 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.3059360730593607, + "FN": 175, + "FP": 129, + "IoU": 0.18059299191374664, + "TN": 174861, + "TP": 67, + "n_pred": 196, + "n_ref": 242 + }, + "8": { + "Dice": 0.22702754308081532, + "FN": 15870, + "FP": 323, + "IoU": 0.1280491088255883, + "TN": 156661, + "TP": 2378, + "n_pred": 2701, + "n_ref": 18248 + }, + "9": { + "Dice": 0.018960308365454735, + "FN": 2618, + "FP": 6799, + "IoU": 0.009570887673538073, + "TN": 165724, + "TP": 91, + "n_pred": 6890, + "n_ref": 2709 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0076.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0076.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.7750758202371105, + "FN": 12229, + "FP": 8, + "IoU": 0.6327541190240389, + "TN": 317143, + "TP": 21084, + "n_pred": 21092, + "n_ref": 33313 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9373487144819765, + "FN": 1782, + "FP": 1091, + "IoU": 0.882084957931459, + "TN": 326099, + "TP": 21492, + "n_pred": 22583, + "n_ref": 23274 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9535484182331507, + "FN": 1631, + "FP": 2219, + "IoU": 0.9112207720333902, + "TN": 307098, + "TP": 39516, + "n_pred": 41735, + "n_ref": 41147 + }, + "7": { + "Dice": 0.34824090638044125, + "FN": 1087, + "FP": 6, + "IoU": 0.2108303249097473, + "TN": 349079, + "TP": 292, + "n_pred": 298, + "n_ref": 1379 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0078.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0078.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 525695, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "10": { + "Dice": 0.5242596093257719, + "FN": 909, + "FP": 601, + "IoU": 0.3552519214346712, + "TN": 523354, + "TP": 832, + "n_pred": 1433, + "n_ref": 1741 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 97, + "IoU": 0.0, + "TN": 525599, + "TP": 0, + "n_pred": 97, + "n_ref": 0 + }, + "14": { + "Dice": 0.6983286813261624, + "FN": 33699, + "FP": 1751, + "IoU": 0.5364861861115833, + "TN": 449215, + "TP": 41031, + "n_pred": 42782, + "n_ref": 74730 + }, + "15": { + "Dice": 0.0, + "FN": 6207, + "FP": 11075, + "IoU": 0.0, + "TN": 508414, + "TP": 0, + "n_pred": 11075, + "n_ref": 6207 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1152, + "IoU": 0.0, + "TN": 524544, + "TP": 0, + "n_pred": 1152, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 5938, + "IoU": 0.0, + "TN": 519758, + "TP": 0, + "n_pred": 5938, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 17, + "IoU": 0.0, + "TN": 525679, + "TP": 0, + "n_pred": 17, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9651003844510893, + "FN": 1258, + "FP": 376, + "IoU": 0.9325545878565237, + "TN": 501469, + "TP": 22593, + "n_pred": 22969, + "n_ref": 23851 + }, + "7": { + "Dice": 0.8075818278025549, + "FN": 9354, + "FP": 828, + "IoU": 0.677263938635139, + "TN": 494147, + "TP": 21367, + "n_pred": 22195, + "n_ref": 30721 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0083.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0083.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0104.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0104.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6330143135428136, + "FN": 3971, + "FP": 362, + "IoU": 0.4630731102850062, + "TN": 517626, + "TP": 3737, + "n_pred": 4099, + "n_ref": 7708 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.15560429412443727, + "FN": 14630, + "FP": 0, + "IoU": 0.08436600325447491, + "TN": 509718, + "TP": 1348, + "n_pred": 1348, + "n_ref": 15978 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.818884528481389, + "FN": 584, + "FP": 939, + "IoU": 0.6933145388642771, + "TN": 520730, + "TP": 3443, + "n_pred": 4382, + "n_ref": 4027 + }, + "9": { + "Dice": 0.8651939378371436, + "FN": 4520, + "FP": 728, + "IoU": 0.7624156820136719, + "TN": 503607, + "TP": 16841, + "n_pred": 17569, + "n_ref": 21361 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0124.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0124.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0142.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0142.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7233351380617217, + "FN": 2023, + "FP": 21, + "IoU": 0.5665818490245971, + "TN": 520980, + "TP": 2672, + "n_pred": 2693, + "n_ref": 4695 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 1148, + "FP": 0, + "IoU": 0.0, + "TN": 524548, + "TP": 0, + "n_pred": 0, + "n_ref": 1148 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.3955056179775281, + "FN": 6, + "FP": 263, + "IoU": 0.24649859943977592, + "TN": 525339, + "TP": 88, + "n_pred": 351, + "n_ref": 94 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 129, + "IoU": 0.0, + "TN": 525567, + "TP": 0, + "n_pred": 129, + "n_ref": 0 + }, + "5": { + "Dice": 0.5569119869782584, + "FN": 2870, + "FP": 941, + "IoU": 0.38591685465678377, + "TN": 519490, + "TP": 2395, + "n_pred": 3336, + "n_ref": 5265 + }, + "6": { + "Dice": 0.9054810376523457, + "FN": 3198, + "FP": 3743, + "IoU": 0.8272867522643575, + "TN": 485508, + "TP": 33247, + "n_pred": 36990, + "n_ref": 36445 + }, + "7": { + "Dice": 0.49187432286023836, + "FN": 6291, + "FP": 275, + "IoU": 0.3261494252873563, + "TN": 515952, + "TP": 3178, + "n_pred": 3453, + "n_ref": 9469 + }, + "8": { + "Dice": 0.8614621199007558, + "FN": 1192, + "FP": 3610, + "IoU": 0.7566389620920333, + "TN": 505964, + "TP": 14930, + "n_pred": 18540, + "n_ref": 16122 + }, + "9": { + "Dice": 0.7171771449041734, + "FN": 1526, + "FP": 53, + "IoU": 0.559061714604859, + "TN": 522115, + "TP": 2002, + "n_pred": 2055, + "n_ref": 3528 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0160.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0160.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 258, + "IoU": 0.0, + "TN": 350206, + "TP": 0, + "n_pred": 258, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 187, + "IoU": 0.0, + "TN": 350277, + "TP": 0, + "n_pred": 187, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6634290174312722, + "FN": 3185, + "FP": 696, + "IoU": 0.49636646768751624, + "TN": 342758, + "TP": 3825, + "n_pred": 4521, + "n_ref": 7010 + }, + "6": { + "Dice": 0.8355653847729041, + "FN": 776, + "FP": 7254, + "IoU": 0.7175717501406865, + "TN": 322032, + "TP": 20402, + "n_pred": 27656, + "n_ref": 21178 + }, + "7": { + "Dice": 0.769876148621654, + "FN": 2241, + "FP": 63, + "IoU": 0.6258525495290679, + "TN": 344306, + "TP": 3854, + "n_pred": 3917, + "n_ref": 6095 + }, + "8": { + "Dice": 0.9589352297701065, + "FN": 427, + "FP": 1236, + "IoU": 0.9211100569259962, + "TN": 329384, + "TP": 19417, + "n_pred": 20653, + "n_ref": 19844 + }, + "9": { + "Dice": 0.7434844244120533, + "FN": 6955, + "FP": 102, + "IoU": 0.591703309419116, + "TN": 333180, + "TP": 10227, + "n_pred": 10329, + "n_ref": 17182 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0166.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0166.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 10, + "IoU": 0.0, + "TN": 175222, + "TP": 0, + "n_pred": 10, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 5167, + "IoU": 0.0, + "TN": 170065, + "TP": 0, + "n_pred": 5167, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 179, + "FP": 175, + "IoU": 0.0, + "TN": 174878, + "TP": 0, + "n_pred": 175, + "n_ref": 179 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.03813443072702332, + "FN": 7012, + "FP": 0, + "IoU": 0.019437840861417983, + "TN": 168081, + "TP": 139, + "n_pred": 139, + "n_ref": 7151 + }, + "6": { + "Dice": 0.45473354582564446, + "FN": 7138, + "FP": 2613, + "IoU": 0.29427516827097056, + "TN": 161415, + "TP": 4066, + "n_pred": 6679, + "n_ref": 11204 + }, + "7": { + "Dice": 0.7503751391645288, + "FN": 7333, + "FP": 2981, + "IoU": 0.6004803222807561, + "TN": 149416, + "TP": 15502, + "n_pred": 18483, + "n_ref": 22835 + }, + "8": { + "Dice": 0.9252213393870602, + "FN": 350, + "FP": 2944, + "IoU": 0.8608482595471443, + "TN": 151560, + "TP": 20378, + "n_pred": 23322, + "n_ref": 20728 + }, + "9": { + "Dice": 0.587010139764319, + "FN": 2424, + "FP": 590, + "IoU": 0.41543832428238947, + "TN": 170076, + "TP": 2142, + "n_pred": 2732, + "n_ref": 4566 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0171.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0171.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6054478017434856, + "FN": 16569, + "FP": 132, + "IoU": 0.434152126037608, + "TN": 320949, + "TP": 12814, + "n_pred": 12946, + "n_ref": 29383 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.09630606860158311, + "FN": 5469, + "FP": 11, + "IoU": 0.05058905058905059, + "TN": 344692, + "TP": 292, + "n_pred": 303, + "n_ref": 5761 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 676, + "IoU": 0.0, + "TN": 349788, + "TP": 0, + "n_pred": 676, + "n_ref": 0 + }, + "3": { + "Dice": 0.9158670412977787, + "FN": 1350, + "FP": 237, + "IoU": 0.8447921760391198, + "TN": 340239, + "TP": 8638, + "n_pred": 8875, + "n_ref": 9988 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 25, + "IoU": 0.0, + "TN": 350439, + "TP": 0, + "n_pred": 25, + "n_ref": 0 + }, + "7": { + "Dice": 0.6758941853696397, + "FN": 14861, + "FP": 172, + "IoU": 0.5104533020711215, + "TN": 319756, + "TP": 15675, + "n_pred": 15847, + "n_ref": 30536 + }, + "8": { + "Dice": 0.9612448448331334, + "FN": 1243, + "FP": 82, + "IoU": 0.9253815396744945, + "TN": 332707, + "TP": 16432, + "n_pred": 16514, + "n_ref": 17675 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0214.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0214.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 281, + "FP": 0, + "IoU": 0.0, + "TN": 350183, + "TP": 0, + "n_pred": 0, + "n_ref": 281 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0259.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0259.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 4120, + "IoU": 0.0, + "TN": 171112, + "TP": 0, + "n_pred": 4120, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1632, + "IoU": 0.0, + "TN": 173600, + "TP": 0, + "n_pred": 1632, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 106, + "IoU": 0.0, + "TN": 175126, + "TP": 0, + "n_pred": 106, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 60, + "IoU": 0.0, + "TN": 175172, + "TP": 0, + "n_pred": 60, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.1537146614069691, + "FN": 12831, + "FP": 41, + "IoU": 0.08325617833487643, + "TN": 161191, + "TP": 1169, + "n_pred": 1210, + "n_ref": 14000 + }, + "6": { + "Dice": 0.663009277934651, + "FN": 3565, + "FP": 612, + "IoU": 0.49589669321747526, + "TN": 166946, + "TP": 4109, + "n_pred": 4721, + "n_ref": 7674 + }, + "7": { + "Dice": 0.0, + "FN": 82, + "FP": 486, + "IoU": 0.0, + "TN": 174664, + "TP": 0, + "n_pred": 486, + "n_ref": 82 + }, + "8": { + "Dice": 0.9780443771475161, + "FN": 180, + "FP": 574, + "IoU": 0.9570321404148621, + "TN": 157684, + "TP": 16794, + "n_pred": 17368, + "n_ref": 16974 + }, + "9": { + "Dice": 0.7959589614740369, + "FN": 1468, + "FP": 2430, + "IoU": 0.6610729501782454, + "TN": 163731, + "TP": 7603, + "n_pred": 10033, + "n_ref": 9071 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0307.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0307.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9213463115484722, + "FN": 524, + "FP": 3888, + "IoU": 0.8541632234819687, + "TN": 144979, + "TP": 25841, + "n_pred": 29729, + "n_ref": 26365 + }, + "15": { + "Dice": 0.6235140241244005, + "FN": 20478, + "FP": 5428, + "IoU": 0.45297521010177794, + "TN": 127874, + "TP": 21452, + "n_pred": 26880, + "n_ref": 41930 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0321.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0321.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0367.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0367.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7316017316017316, + "FN": 2432, + "FP": 1040, + "IoU": 0.5767918088737202, + "TN": 517492, + "TP": 4732, + "n_pred": 5772, + "n_ref": 7164 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.2288659793814433, + "FN": 2835, + "FP": 157, + "IoU": 0.12922002328288706, + "TN": 522260, + "TP": 444, + "n_pred": 601, + "n_ref": 3279 + }, + "13": { + "Dice": 0.0, + "FN": 663, + "FP": 114, + "IoU": 0.0, + "TN": 524919, + "TP": 0, + "n_pred": 114, + "n_ref": 663 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 24, + "IoU": 0.0, + "TN": 525672, + "TP": 0, + "n_pred": 24, + "n_ref": 0 + }, + "3": { + "Dice": 0.9347079037800687, + "FN": 145, + "FP": 26, + "IoU": 0.8774193548387097, + "TN": 524301, + "TP": 1224, + "n_pred": 1250, + "n_ref": 1369 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 135, + "IoU": 0.0, + "TN": 525561, + "TP": 0, + "n_pred": 135, + "n_ref": 0 + }, + "6": { + "Dice": 0.9593390380643257, + "FN": 405, + "FP": 284, + "IoU": 0.9218555064080753, + "TN": 516879, + "TP": 8128, + "n_pred": 8412, + "n_ref": 8533 + }, + "7": { + "Dice": 0.5369978858350951, + "FN": 173, + "FP": 46, + "IoU": 0.3670520231213873, + "TN": 525350, + "TP": 127, + "n_pred": 173, + "n_ref": 300 + }, + "8": { + "Dice": 0.9527366208681454, + "FN": 1324, + "FP": 1397, + "IoU": 0.9097392688913952, + "TN": 495550, + "TP": 27425, + "n_pred": 28822, + "n_ref": 28749 + }, + "9": { + "Dice": 0.1951219512195122, + "FN": 24, + "FP": 9, + "IoU": 0.10810810810810811, + "TN": 525659, + "TP": 4, + "n_pred": 13, + "n_ref": 28 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0378.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0378.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 90, + "FP": 11, + "IoU": 0.0, + "TN": 350363, + "TP": 0, + "n_pred": 11, + "n_ref": 90 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 3196, + "IoU": 0.0, + "TN": 347268, + "TP": 0, + "n_pred": 3196, + "n_ref": 0 + }, + "11": { + "Dice": 0.7484193888303478, + "FN": 831, + "FP": 1079, + "IoU": 0.5979793727636287, + "TN": 345713, + "TP": 2841, + "n_pred": 3920, + "n_ref": 3672 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 21, + "IoU": 0.0, + "TN": 350443, + "TP": 0, + "n_pred": 21, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7227594737433937, + "FN": 9153, + "FP": 709, + "IoU": 0.5658757758506845, + "TN": 327747, + "TP": 12855, + "n_pred": 13564, + "n_ref": 22008 + }, + "3": { + "Dice": 0.7159222013281371, + "FN": 14870, + "FP": 16401, + "IoU": 0.5575380261761584, + "TN": 279789, + "TP": 39404, + "n_pred": 55805, + "n_ref": 54274 + }, + "4": { + "Dice": 0.0, + "FN": 220, + "FP": 5, + "IoU": 0.0, + "TN": 350239, + "TP": 0, + "n_pred": 5, + "n_ref": 220 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 175, + "IoU": 0.0, + "TN": 350289, + "TP": 0, + "n_pred": 175, + "n_ref": 0 + }, + "6": { + "Dice": 0.8794706474404329, + "FN": 8497, + "FP": 3598, + "IoU": 0.7848706911885027, + "TN": 294242, + "TP": 44127, + "n_pred": 47725, + "n_ref": 52624 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 778, + "IoU": 0.0, + "TN": 349686, + "TP": 0, + "n_pred": 778, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.791089479595657, + "FN": 1855, + "FP": 1493, + "IoU": 0.6543821616599567, + "TN": 340777, + "TP": 6339, + "n_pred": 7832, + "n_ref": 8194 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0388.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0388.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 3852, + "IoU": 0.0, + "TN": 346612, + "TP": 0, + "n_pred": 3852, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.985597345930547, + "FN": 775, + "FP": 1222, + "IoU": 0.9716036743167534, + "TN": 280138, + "TP": 68329, + "n_pred": 69551, + "n_ref": 69104 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0404.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0404.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": 0.35462563204242503, + "FN": 1352.9111111111113, + "FP": 958.0111111111111, + "IoU": 0.28566875646244233, + "TN": 294092.86388888885, + "TP": 2950.880555555556, + "n_pred": 3908.891666666667, + "n_ref": 4303.791666666666 + }, + "mean": { + "1": { + "Dice": 0.38592188789252496, + "FN": 6580.25, + "FP": 141.25, + "IoU": 0.31182094190140563, + "TN": 290544.3333333333, + "TP": 2088.8333333333335, + "n_pred": 2230.0833333333335, + "n_ref": 8669.083333333334 + }, + "10": { + "Dice": 0.42671708515826595, + "FN": 1295.2916666666667, + "FP": 837.5833333333334, + "IoU": 0.3369181544611515, + "TN": 294943.625, + "TP": 2278.1666666666665, + "n_pred": 3115.75, + "n_ref": 3573.4583333333335 + }, + "11": { + "Dice": 0.199250936329588, + "FN": 117.91666666666667, + "FP": 12.75, + "IoU": 0.1420940170940171, + "TN": 299129.7916666667, + "TP": 94.20833333333333, + "n_pred": 106.95833333333333, + "n_ref": 212.125 + }, + "12": { + "Dice": 0.15330188679245282, + "FN": 35.541666666666664, + "FP": 28.541666666666668, + "IoU": 0.11054421768707483, + "TN": 299247.25, + "TP": 43.333333333333336, + "n_pred": 71.875, + "n_ref": 78.875 + }, + "13": { + "Dice": 0.21383819493861686, + "FN": 2656.4583333333335, + "FP": 1030.1666666666667, + "IoU": 0.1478117416487933, + "TN": 294896.2083333333, + "TP": 771.8333333333334, + "n_pred": 1802.0, + "n_ref": 3428.2916666666665 + }, + "14": { + "Dice": 0.6055959678250772, + "FN": 397.5833333333333, + "FP": 374.25, + "IoU": 0.5555967805293197, + "TN": 293726.375, + "TP": 4856.458333333333, + "n_pred": 5230.708333333333, + "n_ref": 5254.041666666667 + }, + "15": { + "Dice": 0.6800752684882049, + "FN": 399.5416666666667, + "FP": 339.5416666666667, + "IoU": 0.5152567530137169, + "TN": 297819.9166666667, + "TP": 795.6666666666666, + "n_pred": 1135.2083333333333, + "n_ref": 1195.2083333333333 + }, + "2": { + "Dice": 0.3672262202397707, + "FN": 4001.3333333333335, + "FP": 497.3333333333333, + "IoU": 0.28468382729558234, + "TN": 291152.2083333333, + "TP": 3703.7916666666665, + "n_pred": 4201.125, + "n_ref": 7705.125 + }, + "3": { + "Dice": 0.21678027251758777, + "FN": 1108.25, + "FP": 2977.0, + "IoU": 0.19879578909833817, + "TN": 290477.7916666667, + "TP": 4791.625, + "n_pred": 7768.625, + "n_ref": 5899.875 + }, + "4": { + "Dice": 0.4637057135554426, + "FN": 123.16666666666667, + "FP": 192.33333333333334, + "IoU": 0.38108940985676043, + "TN": 298637.4166666667, + "TP": 401.75, + "n_pred": 594.0833333333334, + "n_ref": 524.9166666666666 + }, + "5": { + "Dice": 0.07847082494969819, + "FN": 66.125, + "FP": 7.458333333333333, + "IoU": 0.0425764192139738, + "TN": 299274.5833333333, + "TP": 6.5, + "n_pred": 13.958333333333334, + "n_ref": 72.625 + }, + "6": { + "Dice": 0.48220024811928586, + "FN": 478.2916666666667, + "FP": 6693.25, + "IoU": 0.4440841424594139, + "TN": 271189.2916666667, + "TP": 20993.833333333332, + "n_pred": 27687.083333333332, + "n_ref": 21472.125 + }, + "7": { + "Dice": 0.18743268179078315, + "FN": 2255.25, + "FP": 339.4166666666667, + "IoU": 0.12265087817790402, + "TN": 295553.9583333333, + "TP": 1206.0416666666667, + "n_pred": 1545.4583333333333, + "n_ref": 3461.2916666666665 + }, + "8": { + "Dice": 0.3953252043484983, + "FN": 314.2083333333333, + "FP": 415.8333333333333, + "IoU": 0.3308942226618658, + "TN": 297705.4166666667, + "TP": 919.2083333333334, + "n_pred": 1335.0416666666667, + "n_ref": 1233.4166666666667 + }, + "9": { + "Dice": 0.4635420876905783, + "FN": 464.4583333333333, + "FP": 483.4583333333333, + "IoU": 0.360214051837317, + "TN": 297094.7916666667, + "TP": 1311.9583333333333, + "n_pred": 1795.4166666666667, + "n_ref": 1776.4166666666667 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 95, + "IoU": 0.0, + "TN": 700833, + "TP": 0, + "n_pred": 95, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 37, + "IoU": 0.0, + "TN": 700891, + "TP": 0, + "n_pred": 37, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 213, + "FP": 175, + "IoU": 0.0, + "TN": 700540, + "TP": 0, + "n_pred": 175, + "n_ref": 213 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.5529342417305241, + "FN": 32417, + "FP": 196, + "IoU": 0.38210719766582674, + "TN": 648147, + "TP": 20168, + "n_pred": 20364, + "n_ref": 52585 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 11601, + "IoU": 0.0, + "TN": 689327, + "TP": 0, + "n_pred": 11601, + "n_ref": 0 + }, + "4": { + "Dice": 0.7799065865980365, + "FN": 1995, + "FP": 314, + "IoU": 0.63921875, + "TN": 694528, + "TP": 4091, + "n_pred": 4405, + "n_ref": 6086 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9769590465883297, + "FN": 3253, + "FP": 5710, + "IoU": 0.9549559510108904, + "TN": 501945, + "TP": 190020, + "n_pred": 195730, + "n_ref": 193273 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 87, + "IoU": 0.0, + "TN": 700841, + "TP": 0, + "n_pred": 87, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 700923, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0009.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0009.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.5842084006462036, + "FN": 3289, + "FP": 829, + "IoU": 0.4126372842675795, + "TN": 343453, + "TP": 2893, + "n_pred": 3722, + "n_ref": 6182 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.36710743801652895, + "FN": 11056, + "FP": 19576, + "IoU": 0.22482032594392146, + "TN": 310948, + "TP": 8884, + "n_pred": 28460, + "n_ref": 19940 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 7347, + "IoU": 0.0, + "TN": 343117, + "TP": 0, + "n_pred": 7347, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.6831306516994076, + "FN": 933, + "FP": 4148, + "IoU": 0.5187535518090547, + "TN": 339906, + "TP": 5477, + "n_pred": 9625, + "n_ref": 6410 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9179911306768523, + "FN": 1475, + "FP": 8659, + "IoU": 0.8484136837539078, + "TN": 283611, + "TP": 56719, + "n_pred": 65378, + "n_ref": 58194 + }, + "7": { + "Dice": 0.3357632179870016, + "FN": 27283, + "FP": 2969, + "IoU": 0.2017520713494116, + "TN": 312566, + "TP": 7646, + "n_pred": 10615, + "n_ref": 34929 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.4771048744460857, + "FN": 703, + "FP": 5, + "IoU": 0.31328806983511154, + "TN": 349433, + "TP": 323, + "n_pred": 328, + "n_ref": 1026 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0011.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0011.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5112818636419075, + "FN": 15614, + "FP": 414, + "IoU": 0.34343765361297723, + "TN": 150820, + "TP": 8384, + "n_pred": 8798, + "n_ref": 23998 + }, + "10": { + "Dice": 0.0, + "FN": 8212, + "FP": 0, + "IoU": 0.0, + "TN": 167020, + "TP": 0, + "n_pred": 0, + "n_ref": 8212 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9641854202731295, + "FN": 543, + "FP": 388, + "IoU": 0.9308475079848474, + "TN": 161769, + "TP": 12532, + "n_pred": 12920, + "n_ref": 13075 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 3501, + "IoU": 0.0, + "TN": 171731, + "TP": 0, + "n_pred": 3501, + "n_ref": 0 + }, + "7": { + "Dice": 0.3007569386038688, + "FN": 2391, + "FP": 1766, + "IoU": 0.17699465452385665, + "TN": 170181, + "TP": 894, + "n_pred": 2660, + "n_ref": 3285 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0025.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0025.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0067.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0067.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0077.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0077.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8272291030480056, + "FN": 4136, + "FP": 4973, + "IoU": 0.7053629188769569, + "TN": 144316, + "TP": 21807, + "n_pred": 26780, + "n_ref": 25943 + }, + "11": { + "Dice": 0.0, + "FN": 56, + "FP": 0, + "IoU": 0.0, + "TN": 175176, + "TP": 0, + "n_pred": 0, + "n_ref": 56 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.08315533257165565, + "FN": 17053, + "FP": 1404, + "IoU": 0.0433813620814761, + "TN": 155938, + "TP": 837, + "n_pred": 2241, + "n_ref": 17890 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 76, + "FP": 0, + "IoU": 0.0, + "TN": 175156, + "TP": 0, + "n_pred": 0, + "n_ref": 76 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1426, + "IoU": 0.0, + "TN": 173806, + "TP": 0, + "n_pred": 1426, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 4, + "FP": 2, + "IoU": 0.0, + "TN": 175226, + "TP": 0, + "n_pred": 2, + "n_ref": 4 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7219512195121951, + "FN": 0, + "FP": 228, + "IoU": 0.5648854961832062, + "TN": 174708, + "TP": 296, + "n_pred": 524, + "n_ref": 296 + }, + "7": { + "Dice": 0.05172413793103448, + "FN": 220, + "FP": 0, + "IoU": 0.02654867256637168, + "TN": 175006, + "TP": 6, + "n_pred": 6, + "n_ref": 226 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 1561, + "IoU": 0.0, + "TN": 173671, + "TP": 0, + "n_pred": 1561, + "n_ref": 0 + }, + "9": { + "Dice": 0.7445845457484642, + "FN": 2296, + "FP": 2444, + "IoU": 0.5930981200103013, + "TN": 163583, + "TP": 6909, + "n_pred": 9353, + "n_ref": 9205 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0116.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0116.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0118.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0118.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.43640908144136636, + "FN": 40538, + "FP": 49, + "IoU": 0.2791069430383119, + "TN": 294163, + "TP": 15714, + "n_pred": 15763, + "n_ref": 56252 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 135, + "IoU": 0.0, + "TN": 350329, + "TP": 0, + "n_pred": 135, + "n_ref": 0 + }, + "3": { + "Dice": 0.942558456362777, + "FN": 2204, + "FP": 1928, + "IoU": 0.8913575053243236, + "TN": 312431, + "TP": 33901, + "n_pred": 35829, + "n_ref": 36105 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 36721, + "IoU": 0.0, + "TN": 313743, + "TP": 0, + "n_pred": 36721, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0119.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0119.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0021846097307009127, + "FN": 97744, + "FP": 0, + "IoU": 0.0010934992999560556, + "TN": 603077, + "TP": 107, + "n_pred": 107, + "n_ref": 97851 + }, + "10": { + "Dice": 0.8258337744838539, + "FN": 1625, + "FP": 20, + "IoU": 0.7033363390441839, + "TN": 695383, + "TP": 3900, + "n_pred": 3920, + "n_ref": 5525 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.3895663956639566, + "FN": 19680, + "FP": 1944, + "IoU": 0.2419015565839293, + "TN": 672404, + "TP": 6900, + "n_pred": 8844, + "n_ref": 26580 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.6850047908016608, + "FN": 7174, + "FP": 716, + "IoU": 0.5209180885299654, + "TN": 684459, + "TP": 8579, + "n_pred": 9295, + "n_ref": 15753 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1565, + "IoU": 0.0, + "TN": 699363, + "TP": 0, + "n_pred": 1565, + "n_ref": 0 + }, + "4": { + "Dice": 0.8554913294797688, + "FN": 24, + "FP": 1, + "IoU": 0.7474747474747475, + "TN": 700829, + "TP": 74, + "n_pred": 75, + "n_ref": 98 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7590066178705891, + "FN": 4983, + "FP": 98073, + "IoU": 0.6116121397587274, + "TN": 435585, + "TP": 162287, + "n_pred": 260360, + "n_ref": 167270 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0147.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0147.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0184.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0184.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8951727017560138, + "FN": 1833, + "FP": 2686, + "IoU": 0.8102376753170404, + "TN": 326650, + "TP": 19295, + "n_pred": 21981, + "n_ref": 21128 + }, + "10": { + "Dice": 0.7275143616565206, + "FN": 3318, + "FP": 3038, + "IoU": 0.5717269725759719, + "TN": 335623, + "TP": 8485, + "n_pred": 11523, + "n_ref": 11803 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 63, + "FP": 35, + "IoU": 0.0, + "TN": 350366, + "TP": 0, + "n_pred": 35, + "n_ref": 63 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.8410321915032117, + "FN": 23655, + "FP": 2231, + "IoU": 0.725673470252856, + "TN": 256102, + "TP": 68476, + "n_pred": 70707, + "n_ref": 92131 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 1165, + "IoU": 0.0, + "TN": 349299, + "TP": 0, + "n_pred": 1165, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0190.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0190.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.16815508603790025, + "FN": 5515, + "FP": 2123, + "IoU": 0.09179548156956005, + "TN": 342054, + "TP": 772, + "n_pred": 2895, + "n_ref": 6287 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 33, + "IoU": 0.0, + "TN": 350431, + "TP": 0, + "n_pred": 33, + "n_ref": 0 + }, + "13": { + "Dice": 0.023312779795590845, + "FN": 11563, + "FP": 0, + "IoU": 0.011793863772327152, + "TN": 338763, + "TP": 138, + "n_pred": 138, + "n_ref": 11701 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.8820405968544159, + "FN": 13, + "FP": 3497, + "IoU": 0.7889737269283954, + "TN": 333831, + "TP": 13123, + "n_pred": 16620, + "n_ref": 13136 + }, + "9": { + "Dice": 0.5144044071164093, + "FN": 146, + "FP": 5231, + "IoU": 0.3462613981762918, + "TN": 342239, + "TP": 2848, + "n_pred": 8079, + "n_ref": 2994 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0192.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 93, + "IoU": 0.0, + "TN": 350371, + "TP": 0, + "n_pred": 93, + "n_ref": 0 + }, + "10": { + "Dice": 0.7075130405519098, + "FN": 4992, + "FP": 8914, + "IoU": 0.5474043938161106, + "TN": 319739, + "TP": 16819, + "n_pred": 25733, + "n_ref": 21811 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6132075471698113, + "FN": 790, + "FP": 522, + "IoU": 0.4421768707482993, + "TN": 348112, + "TP": 1040, + "n_pred": 1562, + "n_ref": 1830 + }, + "13": { + "Dice": 0.27355178466939734, + "FN": 4086, + "FP": 880, + "IoU": 0.1584477207253008, + "TN": 344563, + "TP": 935, + "n_pred": 1815, + "n_ref": 5021 + }, + "14": { + "Dice": 0.0, + "FN": 2, + "FP": 0, + "IoU": 0.0, + "TN": 350462, + "TP": 0, + "n_pred": 0, + "n_ref": 2 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 154, + "IoU": 0.0, + "TN": 350310, + "TP": 0, + "n_pred": 154, + "n_ref": 0 + }, + "3": { + "Dice": 0.07036747458952307, + "FN": 196, + "FP": 2182, + "IoU": 0.03646677471636953, + "TN": 347996, + "TP": 90, + "n_pred": 2272, + "n_ref": 286 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 90, + "IoU": 0.0, + "TN": 350374, + "TP": 0, + "n_pred": 90, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 376, + "FP": 0, + "IoU": 0.0, + "TN": 350088, + "TP": 0, + "n_pred": 0, + "n_ref": 376 + }, + "7": { + "Dice": 0.6237844780135772, + "FN": 24232, + "FP": 374, + "IoU": 0.45326074880568823, + "TN": 305459, + "TP": 20399, + "n_pred": 20773, + "n_ref": 44631 + }, + "8": { + "Dice": 0.8124852210924568, + "FN": 120, + "FP": 673, + "IoU": 0.684189565909996, + "TN": 347953, + "TP": 1718, + "n_pred": 2391, + "n_ref": 1838 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0230.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0230.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8800925723767521, + "FN": 637, + "FP": 4855, + "IoU": 0.7858618941786564, + "TN": 149585, + "TP": 20155, + "n_pred": 25010, + "n_ref": 20792 + }, + "15": { + "Dice": 0.6847290640394089, + "FN": 9558, + "FP": 4522, + "IoU": 0.5205992509363296, + "TN": 145862, + "TP": 15290, + "n_pred": 19812, + "n_ref": 24848 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0235.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0235.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1933, + "IoU": 0.0, + "TN": 173299, + "TP": 0, + "n_pred": 1933, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.15694164989939638, + "FN": 1587, + "FP": 89, + "IoU": 0.0851528384279476, + "TN": 173400, + "TP": 156, + "n_pred": 245, + "n_ref": 1743 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 176, + "IoU": 0.0, + "TN": 175056, + "TP": 0, + "n_pred": 176, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 2884, + "IoU": 0.0, + "TN": 172348, + "TP": 0, + "n_pred": 2884, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 3843, + "FP": 923, + "IoU": 0.0, + "TN": 170466, + "TP": 0, + "n_pred": 923, + "n_ref": 3843 + }, + "9": { + "Dice": 0.0, + "FN": 882, + "FP": 1366, + "IoU": 0.0, + "TN": 172984, + "TP": 0, + "n_pred": 1366, + "n_ref": 882 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0248.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0248.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.856404958677686, + "FN": 2197, + "FP": 27, + "IoU": 0.7488708220415538, + "TN": 166376, + "TP": 6632, + "n_pred": 6659, + "n_ref": 8829 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 149, + "IoU": 0.0, + "TN": 175083, + "TP": 0, + "n_pred": 149, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 1662, + "IoU": 0.0, + "TN": 173570, + "TP": 0, + "n_pred": 1662, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0263.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0263.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.597752808988764, + "FN": 2774, + "FP": 269, + "IoU": 0.42628205128205127, + "TN": 169928, + "TP": 2261, + "n_pred": 2530, + "n_ref": 5035 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7878500237304225, + "FN": 34, + "FP": 413, + "IoU": 0.6499608457321848, + "TN": 173955, + "TP": 830, + "n_pred": 1243, + "n_ref": 864 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9484800913372342, + "FN": 562, + "FP": 1243, + "IoU": 0.9020086862106406, + "TN": 156812, + "TP": 16615, + "n_pred": 17858, + "n_ref": 17177 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 90, + "IoU": 0.0, + "TN": 175142, + "TP": 0, + "n_pred": 90, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 151, + "IoU": 0.0, + "TN": 175081, + "TP": 0, + "n_pred": 151, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9643180025775675, + "FN": 828, + "FP": 2882, + "IoU": 0.9310946844470859, + "TN": 121390, + "TP": 50132, + "n_pred": 53014, + "n_ref": 50960 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 15, + "FP": 0, + "IoU": 0.0, + "TN": 175217, + "TP": 0, + "n_pred": 0, + "n_ref": 15 + }, + "9": { + "Dice": 0.9198098785335075, + "FN": 1755, + "FP": 1130, + "IoU": 0.8515259122021512, + "TN": 155801, + "TP": 16546, + "n_pred": 17676, + "n_ref": 18301 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0264.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0264.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0296.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0296.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 110, + "IoU": 0.0, + "TN": 350354, + "TP": 0, + "n_pred": 110, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.3160737521789301, + "FN": 27795, + "FP": 62, + "IoU": 0.1877004723858401, + "TN": 316170, + "TP": 6437, + "n_pred": 6499, + "n_ref": 34232 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 24208, + "IoU": 0.0, + "TN": 326256, + "TP": 0, + "n_pred": 24208, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9533226697687945, + "FN": 302, + "FP": 19, + "IoU": 0.910808557932759, + "TN": 346865, + "TP": 3278, + "n_pred": 3297, + "n_ref": 3580 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0302.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0302.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0336.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0336.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 70, + "FP": 40, + "IoU": 0.0, + "TN": 350354, + "TP": 0, + "n_pred": 40, + "n_ref": 70 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.4460307159852909, + "FN": 2547, + "FP": 14, + "IoU": 0.28702672605790647, + "TN": 346872, + "TP": 1031, + "n_pred": 1045, + "n_ref": 3578 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2618, + "IoU": 0.0, + "TN": 347846, + "TP": 0, + "n_pred": 2618, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9750545385563881, + "FN": 262, + "FP": 1842, + "IoU": 0.9513233388858042, + "TN": 307240, + "TP": 41120, + "n_pred": 42962, + "n_ref": 41382 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0371.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0371.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0379.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0379.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9366953310984794, + "FN": 8903, + "FP": 4127, + "IoU": 0.8809284474093028, + "TN": 65802, + "TP": 96400, + "n_pred": 100527, + "n_ref": 105303 + }, + "15": { + "Dice": 0.6754214729370008, + "FN": 31, + "FP": 3627, + "IoU": 0.509914255091104, + "TN": 167768, + "TP": 3806, + "n_pred": 7433, + "n_ref": 3837 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0392.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0392.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 121, + "IoU": 0.0, + "TN": 350343, + "TP": 0, + "n_pred": 121, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 95, + "IoU": 0.0, + "TN": 350369, + "TP": 0, + "n_pred": 95, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 292, + "IoU": 0.0, + "TN": 350172, + "TP": 0, + "n_pred": 292, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.723738610364067, + "FN": 25461, + "FP": 2069, + "IoU": 0.5670771021056439, + "TN": 286873, + "TP": 36061, + "n_pred": 38130, + "n_ref": 61522 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 21129, + "IoU": 0.0, + "TN": 329335, + "TP": 0, + "n_pred": 21129, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 66, + "IoU": 0.0, + "TN": 350398, + "TP": 0, + "n_pred": 66, + "n_ref": 0 + }, + "8": { + "Dice": 0.6774254081441171, + "FN": 3550, + "FP": 3326, + "IoU": 0.5122020431328036, + "TN": 336368, + "TP": 7220, + "n_pred": 10546, + "n_ref": 10770 + }, + "9": { + "Dice": 0.5888909079895814, + "FN": 5365, + "FP": 1422, + "IoU": 0.4173248626373626, + "TN": 338816, + "TP": 4861, + "n_pred": 6283, + "n_ref": 10226 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0402.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0402.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": 0.44559843493834767, + "FN": 575.1333333333333, + "FP": 595.6028985507247, + "IoU": 0.36292475467479635, + "TN": 286157.13623188407, + "TP": 2185.866666666667, + "n_pred": 2781.4695652173914, + "n_ref": 2761.0 + }, + "mean": { + "1": { + "Dice": 0.5594015601933744, + "FN": 239.6086956521739, + "FP": 147.8695652173913, + "IoU": 0.4862239948507814, + "TN": 286187.1304347826, + "TP": 2939.1304347826085, + "n_pred": 3087.0, + "n_ref": 3178.7391304347825 + }, + "10": { + "Dice": 0.5355444125323467, + "FN": 401.3478260869565, + "FP": 1149.8260869565217, + "IoU": 0.4206202218239293, + "TN": 286096.3043478261, + "TP": 1866.2608695652175, + "n_pred": 3016.086956521739, + "n_ref": 2267.608695652174 + }, + "11": { + "Dice": 0.4596584132024745, + "FN": 97.43478260869566, + "FP": 157.2608695652174, + "IoU": 0.35084224663538394, + "TN": 289037.82608695654, + "TP": 221.2173913043478, + "n_pred": 378.4782608695652, + "n_ref": 318.6521739130435 + }, + "12": { + "Dice": 0.1934608214776821, + "FN": 137.04347826086956, + "FP": 87.73913043478261, + "IoU": 0.1111904032523785, + "TN": 289247.7826086957, + "TP": 41.17391304347826, + "n_pred": 128.91304347826087, + "n_ref": 178.2173913043478 + }, + "13": { + "Dice": 0.13076640502145034, + "FN": 284.17391304347825, + "FP": 403.9130434782609, + "IoU": 0.09867500190439123, + "TN": 288272.47826086957, + "TP": 553.1739130434783, + "n_pred": 957.0869565217391, + "n_ref": 837.3478260869565 + }, + "14": { + "Dice": 0.4144526885016299, + "FN": 427.95652173913044, + "FP": 1399.4782608695652, + "IoU": 0.3198070853864515, + "TN": 285548.82608695654, + "TP": 2137.478260869565, + "n_pred": 3536.9565217391305, + "n_ref": 2565.4347826086955 + }, + "15": { + "Dice": 0.417964542984605, + "FN": 1707.695652173913, + "FP": 684.3913043478261, + "IoU": 0.27051869424565367, + "TN": 286420.47826086957, + "TP": 701.1739130434783, + "n_pred": 1385.5652173913043, + "n_ref": 2408.8695652173915 + }, + "2": { + "Dice": 0.262050431611949, + "FN": 50.34782608695652, + "FP": 145.2608695652174, + "IoU": 0.22288032248694215, + "TN": 289163.3043478261, + "TP": 154.82608695652175, + "n_pred": 300.0869565217391, + "n_ref": 205.17391304347825 + }, + "3": { + "Dice": 0.9094808380358873, + "FN": 213.2608695652174, + "FP": 89.95652173913044, + "IoU": 0.834102992185153, + "TN": 287673.0, + "TP": 1537.5217391304348, + "n_pred": 1627.4782608695652, + "n_ref": 1750.7826086956522 + }, + "4": { + "Dice": 0.29035575620497706, + "FN": 149.52173913043478, + "FP": 390.30434782608694, + "IoU": 0.2571949412401293, + "TN": 287654.60869565216, + "TP": 1319.304347826087, + "n_pred": 1709.608695652174, + "n_ref": 1468.8260869565217 + }, + "5": { + "Dice": 0.3829895747895439, + "FN": 464.39130434782606, + "FP": 47.52173913043478, + "IoU": 0.24813850024986944, + "TN": 288830.04347826086, + "TP": 171.7826086956522, + "n_pred": 219.30434782608697, + "n_ref": 636.1739130434783 + }, + "6": { + "Dice": 0.5309375655689259, + "FN": 875.6086956521739, + "FP": 2464.391304347826, + "IoU": 0.49345644344535566, + "TN": 270722.73913043475, + "TP": 15451.0, + "n_pred": 17915.391304347828, + "n_ref": 16326.608695652174 + }, + "7": { + "Dice": 0.345758030675993, + "FN": 2577.391304347826, + "FP": 144.1304347826087, + "IoU": 0.2717409431979944, + "TN": 285504.347826087, + "TP": 1287.8695652173913, + "n_pred": 1432.0, + "n_ref": 3865.2608695652175 + }, + "8": { + "Dice": 0.6420901864655445, + "FN": 443.5652173913044, + "FP": 1173.0434782608695, + "IoU": 0.566565670407937, + "TN": 285259.3043478261, + "TP": 2637.8260869565215, + "n_pred": 3810.8695652173915, + "n_ref": 3081.391304347826 + }, + "9": { + "Dice": 0.6090652968088306, + "FN": 557.6521739130435, + "FP": 448.95652173913044, + "IoU": 0.4919138588095939, + "TN": 286738.8695652174, + "TP": 1768.2608695652175, + "n_pred": 2217.217391304348, + "n_ref": 2325.913043478261 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 562, + "IoU": 0.0, + "TN": 174670, + "TP": 0, + "n_pred": 562, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 9546, + "IoU": 0.0, + "TN": 165686, + "TP": 0, + "n_pred": 9546, + "n_ref": 0 + }, + "7": { + "Dice": 0.3373909267326195, + "FN": 48812, + "FP": 15, + "IoU": 0.20292859708119756, + "TN": 113974, + "TP": 12431, + "n_pred": 12446, + "n_ref": 61243 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0016.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0016.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 21, + "IoU": 0.0, + "TN": 175211, + "TP": 0, + "n_pred": 21, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 18116, + "IoU": 0.0, + "TN": 157116, + "TP": 0, + "n_pred": 18116, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 347, + "IoU": 0.0, + "TN": 174885, + "TP": 0, + "n_pred": 347, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0033.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0033.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8308596620132256, + "FN": 4511, + "FP": 2395, + "IoU": 0.7106586224233283, + "TN": 326596, + "TP": 16962, + "n_pred": 19357, + "n_ref": 21473 + }, + "10": { + "Dice": 0.7515875980575271, + "FN": 1088, + "FP": 907, + "IoU": 0.6020347097546379, + "TN": 345451, + "TP": 3018, + "n_pred": 3925, + "n_ref": 4106 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 1193, + "IoU": 0.0, + "TN": 349271, + "TP": 0, + "n_pred": 1193, + "n_ref": 0 + }, + "12": { + "Dice": 0.28834233153369326, + "FN": 2505, + "FP": 1054, + "IoU": 0.16845794392523364, + "TN": 346184, + "TP": 721, + "n_pred": 1775, + "n_ref": 3226 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1744, + "IoU": 0.0, + "TN": 348720, + "TP": 0, + "n_pred": 1744, + "n_ref": 0 + }, + "3": { + "Dice": 0.9180831698148892, + "FN": 2078, + "FP": 1387, + "IoU": 0.8485709291145879, + "TN": 327582, + "TP": 19417, + "n_pred": 20804, + "n_ref": 21495 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 3, + "FP": 2918, + "IoU": 0.0, + "TN": 347543, + "TP": 0, + "n_pred": 2918, + "n_ref": 3 + }, + "7": { + "Dice": 0.7795401077635273, + "FN": 2746, + "FP": 159, + "IoU": 0.6387265265514239, + "TN": 342423, + "TP": 5136, + "n_pred": 5295, + "n_ref": 7882 + }, + "8": { + "Dice": 0.85505427963559, + "FN": 1116, + "FP": 1541, + "IoU": 0.7468076996378883, + "TN": 339970, + "TP": 7837, + "n_pred": 9378, + "n_ref": 8953 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0035.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0035.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.7024238516102113, + "FN": 4003, + "FP": 11687, + "IoU": 0.5413353601496725, + "TN": 316256, + "TP": 18518, + "n_pred": 30205, + "n_ref": 22521 + }, + "15": { + "Dice": 0.35837574684664747, + "FN": 4849, + "FP": 6749, + "IoU": 0.21830558738289413, + "TN": 335627, + "TP": 3239, + "n_pred": 9988, + "n_ref": 8088 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0043.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0043.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 2289, + "IoU": 0.0, + "TN": 172943, + "TP": 0, + "n_pred": 2289, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8708226221079691, + "FN": 2527, + "FP": 4307, + "IoU": 0.7712009106431417, + "TN": 145363, + "TP": 23035, + "n_pred": 27342, + "n_ref": 25562 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9711074170822449, + "FN": 3540, + "FP": 1205, + "IoU": 0.9438375134636098, + "TN": 90745, + "TP": 79742, + "n_pred": 80947, + "n_ref": 83282 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0044.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0044.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9365770456483684, + "FN": 785, + "FP": 628, + "IoU": 0.8807192301198716, + "TN": 338618, + "TP": 10433, + "n_pred": 11061, + "n_ref": 11218 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0075.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0075.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.7021604938271605, + "FN": 168, + "FP": 1376, + "IoU": 0.5410225921521997, + "TN": 347100, + "TP": 1820, + "n_pred": 3196, + "n_ref": 1988 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.5333333333333333, + "FN": 0, + "FP": 21, + "IoU": 0.36363636363636365, + "TN": 350431, + "TP": 12, + "n_pred": 33, + "n_ref": 12 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8729437568541438, + "FN": 5668, + "FP": 1631, + "IoU": 0.7745343341673617, + "TN": 318091, + "TP": 25074, + "n_pred": 26705, + "n_ref": 30742 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7605033881897386, + "FN": 218, + "FP": 4730, + "IoU": 0.6135582630427991, + "TN": 337660, + "TP": 7856, + "n_pred": 12586, + "n_ref": 8074 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0086.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0086.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.002035738520696675, + "FN": 5, + "FP": 17643, + "IoU": 0.0010189063738254274, + "TN": 157566, + "TP": 18, + "n_pred": 17661, + "n_ref": 23 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0111.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0111.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0127.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0127.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 1102, + "IoU": 0.0, + "TN": 174130, + "TP": 0, + "n_pred": 1102, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0156.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0156.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0159.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0159.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0170.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0170.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.41379310344827586, + "FN": 58, + "FP": 61, + "IoU": 0.2608695652173913, + "TN": 525535, + "TP": 42, + "n_pred": 103, + "n_ref": 100 + }, + "11": { + "Dice": 0.676814745780263, + "FN": 2073, + "FP": 1048, + "IoU": 0.5115041477539521, + "TN": 519307, + "TP": 3268, + "n_pred": 4316, + "n_ref": 5341 + }, + "12": { + "Dice": 0.0, + "FN": 40, + "FP": 136, + "IoU": 0.0, + "TN": 525520, + "TP": 0, + "n_pred": 136, + "n_ref": 40 + }, + "13": { + "Dice": 0.07022786701531565, + "FN": 128, + "FP": 2361, + "IoU": 0.03639179248935347, + "TN": 523113, + "TP": 94, + "n_pred": 2455, + "n_ref": 222 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8936763401343303, + "FN": 775, + "FP": 64, + "IoU": 0.8077892325315006, + "TN": 521331, + "TP": 3526, + "n_pred": 3590, + "n_ref": 4301 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1705, + "IoU": 0.0, + "TN": 523991, + "TP": 0, + "n_pred": 1705, + "n_ref": 0 + }, + "5": { + "Dice": 0.22921244362206544, + "FN": 6540, + "FP": 125, + "IoU": 0.12944096133751307, + "TN": 518040, + "TP": 991, + "n_pred": 1116, + "n_ref": 7531 + }, + "6": { + "Dice": 0.9467090901308374, + "FN": 6012, + "FP": 5193, + "IoU": 0.8988106526509713, + "TN": 414963, + "TP": 99528, + "n_pred": 104721, + "n_ref": 105540 + }, + "7": { + "Dice": 0.0, + "FN": 7, + "FP": 809, + "IoU": 0.0, + "TN": 524880, + "TP": 0, + "n_pred": 809, + "n_ref": 7 + }, + "8": { + "Dice": 0.9064059580784685, + "FN": 3144, + "FP": 513, + "IoU": 0.8288322021998595, + "TN": 504331, + "TP": 17708, + "n_pred": 18221, + "n_ref": 20852 + }, + "9": { + "Dice": 0.7891399544578735, + "FN": 8407, + "FP": 3631, + "IoU": 0.6517185510936234, + "TN": 491132, + "TP": 22526, + "n_pred": 26157, + "n_ref": 30933 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0172.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0172.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.3704357868278931, + "FN": 1557, + "FP": 16978, + "IoU": 0.22732199433049857, + "TN": 326476, + "TP": 5453, + "n_pred": 22431, + "n_ref": 7010 + }, + "15": { + "Dice": 0.3245774572074497, + "FN": 31357, + "FP": 6287, + "IoU": 0.19372871554327573, + "TN": 303775, + "TP": 9045, + "n_pred": 15332, + "n_ref": 40402 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0185.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0185.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9819678176983249, + "FN": 870, + "FP": 988, + "IoU": 0.9645744356314826, + "TN": 298016, + "TP": 50590, + "n_pred": 51578, + "n_ref": 51460 + }, + "10": { + "Dice": 0.8639338792063451, + "FN": 1583, + "FP": 3718, + "IoU": 0.7604609127880705, + "TN": 328334, + "TP": 16829, + "n_pred": 20547, + "n_ref": 18412 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.2478386167146974, + "FN": 235, + "FP": 26, + "IoU": 0.14144736842105263, + "TN": 350160, + "TP": 43, + "n_pred": 69, + "n_ref": 278 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 72, + "IoU": 0.0, + "TN": 350392, + "TP": 0, + "n_pred": 72, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1533, + "IoU": 0.0, + "TN": 348931, + "TP": 0, + "n_pred": 1533, + "n_ref": 0 + }, + "3": { + "Dice": 0.9008785062568854, + "FN": 2827, + "FP": 682, + "IoU": 0.8196350552557183, + "TN": 331009, + "TP": 15946, + "n_pred": 16628, + "n_ref": 18773 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.12220762155059132, + "FN": 1335, + "FP": 1, + "IoU": 0.06508047585724283, + "TN": 349035, + "TP": 93, + "n_pred": 94, + "n_ref": 1428 + }, + "8": { + "Dice": 0.27382680212868893, + "FN": 1138, + "FP": 4866, + "IoU": 0.1586322869955157, + "TN": 343328, + "TP": 1132, + "n_pred": 5998, + "n_ref": 2270 + }, + "9": { + "Dice": 0.8444632290786137, + "FN": 255, + "FP": 481, + "IoU": 0.7307973664959766, + "TN": 347730, + "TP": 1998, + "n_pred": 2479, + "n_ref": 2253 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0226.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0226.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8805231592383417, + "FN": 4283, + "FP": 2550, + "IoU": 0.7865487942021742, + "TN": 143220, + "TP": 25179, + "n_pred": 27729, + "n_ref": 29462 + }, + "15": { + "Dice": 0.5709404248997177, + "FN": 3071, + "FP": 2705, + "IoU": 0.3995217798107911, + "TN": 165613, + "TP": 3843, + "n_pred": 6548, + "n_ref": 6914 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0237.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0237.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4247787610619469, + "FN": 130, + "FP": 0, + "IoU": 0.2696629213483146, + "TN": 350286, + "TP": 48, + "n_pred": 48, + "n_ref": 178 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 3281, + "IoU": 0.0, + "TN": 347183, + "TP": 0, + "n_pred": 3281, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 856, + "IoU": 0.0, + "TN": 349608, + "TP": 0, + "n_pred": 856, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 263, + "IoU": 0.0, + "TN": 350201, + "TP": 0, + "n_pred": 263, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 380, + "IoU": 0.0, + "TN": 350084, + "TP": 0, + "n_pred": 380, + "n_ref": 0 + }, + "5": { + "Dice": 0.5367667059570224, + "FN": 4141, + "FP": 968, + "IoU": 0.3668360391622258, + "TN": 342395, + "TP": 2960, + "n_pred": 3928, + "n_ref": 7101 + }, + "6": { + "Dice": 0.7043893086211226, + "FN": 813, + "FP": 12138, + "IoU": 0.5436735844402946, + "TN": 322083, + "TP": 15430, + "n_pred": 27568, + "n_ref": 16243 + }, + "7": { + "Dice": 0.26750700280112044, + "FN": 5734, + "FP": 542, + "IoU": 0.1544058205335489, + "TN": 343042, + "TP": 1146, + "n_pred": 1688, + "n_ref": 6880 + }, + "8": { + "Dice": 0.9107310256999841, + "FN": 4609, + "FP": 438, + "IoU": 0.8360937905949597, + "TN": 319672, + "TP": 25745, + "n_pred": 26183, + "n_ref": 30354 + }, + "9": { + "Dice": 0.7800592204261929, + "FN": 3918, + "FP": 613, + "IoU": 0.63942384211364, + "TN": 337898, + "TP": 8035, + "n_pred": 8648, + "n_ref": 11953 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0245.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0245.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 781, + "IoU": 0.0, + "TN": 174451, + "TP": 0, + "n_pred": 781, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 391, + "IoU": 0.0, + "TN": 174841, + "TP": 0, + "n_pred": 391, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0279.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0279.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0281.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0281.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 776, + "IoU": 0.0, + "TN": 349688, + "TP": 0, + "n_pred": 776, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9630809217871982, + "FN": 548, + "FP": 1469, + "IoU": 0.9287908208296558, + "TN": 322139, + "TP": 26308, + "n_pred": 27777, + "n_ref": 26856 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0297.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0297.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 18, + "IoU": 0.0, + "TN": 700910, + "TP": 0, + "n_pred": 18, + "n_ref": 0 + }, + "10": { + "Dice": 0.6484074819495855, + "FN": 6502, + "FP": 18479, + "IoU": 0.4797359213595468, + "TN": 652912, + "TP": 23035, + "n_pred": 41514, + "n_ref": 29537 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.23766233766233766, + "FN": 372, + "FP": 802, + "IoU": 0.1348563006632277, + "TN": 699571, + "TP": 183, + "n_pred": 985, + "n_ref": 555 + }, + "13": { + "Dice": 0.7143705631133863, + "FN": 6408, + "FP": 3691, + "IoU": 0.555658218936994, + "TN": 678200, + "TP": 12629, + "n_pred": 16320, + "n_ref": 19037 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 689, + "IoU": 0.0, + "TN": 700239, + "TP": 0, + "n_pred": 689, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.1545253863134658, + "FN": 383, + "FP": 0, + "IoU": 0.08373205741626795, + "TN": 700510, + "TP": 35, + "n_pred": 35, + "n_ref": 418 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8713119151218931, + "FN": 912, + "FP": 1247, + "IoU": 0.7719687367976341, + "TN": 691460, + "TP": 7309, + "n_pred": 8556, + "n_ref": 8221 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9744075081824993, + "FN": 2765, + "FP": 2427, + "IoU": 0.9500922792986773, + "TN": 596896, + "TP": 98840, + "n_pred": 101267, + "n_ref": 101605 + }, + "7": { + "Dice": 0.9136605558840922, + "FN": 646, + "FP": 1398, + "IoU": 0.8410451823625477, + "TN": 688069, + "TP": 10815, + "n_pred": 12213, + "n_ref": 11461 + }, + "8": { + "Dice": 0.9065230532505358, + "FN": 195, + "FP": 1506, + "IoU": 0.8290280430193989, + "TN": 690979, + "TP": 8248, + "n_pred": 9754, + "n_ref": 8443 + }, + "9": { + "Dice": 0.480225988700565, + "FN": 28, + "FP": 524, + "IoU": 0.3159851301115242, + "TN": 700121, + "TP": 255, + "n_pred": 779, + "n_ref": 283 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0383.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0383.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0398.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0398.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0400.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0400.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": 0.428789833844243, + "FN": 682.3101449275363, + "FP": 862.2, + "IoU": 0.36806026911479073, + "TN": 298946.48405797104, + "TP": 4260.310144927536, + "n_pred": 5122.510144927537, + "n_ref": 4942.620289855071 + }, + "mean": { + "1": { + "Dice": 0.25347757518149894, + "FN": 109.52173913043478, + "FP": 717.7391304347826, + "IoU": 0.23983701918837586, + "TN": 301761.0, + "TP": 2163.0434782608695, + "n_pred": 2880.782608695652, + "n_ref": 2272.5652173913045 + }, + "10": { + "Dice": 0.4626562515750825, + "FN": 499.2173913043478, + "FP": 278.4782608695652, + "IoU": 0.3894202403893514, + "TN": 302179.4347826087, + "TP": 1794.1739130434783, + "n_pred": 2072.6521739130435, + "n_ref": 2293.391304347826 + }, + "11": { + "Dice": 0.4803231572085644, + "FN": 322.2173913043478, + "FP": 193.52173913043478, + "IoU": 0.345833879076046, + "TN": 303994.26086956525, + "TP": 241.30434782608697, + "n_pred": 434.82608695652175, + "n_ref": 563.5217391304348 + }, + "12": { + "Dice": 0.09108043683130994, + "FN": 121.21739130434783, + "FP": 26.956521739130434, + "IoU": 0.06266209000762776, + "TN": 304531.6956521739, + "TP": 71.43478260869566, + "n_pred": 98.3913043478261, + "n_ref": 192.65217391304347 + }, + "13": { + "Dice": 0.12345312618738062, + "FN": 255.2608695652174, + "FP": 654.4347826086956, + "IoU": 0.08756637424568835, + "TN": 303772.6956521739, + "TP": 68.91304347826087, + "n_pred": 723.3478260869565, + "n_ref": 324.17391304347825 + }, + "14": { + "Dice": 0.3188336734394173, + "FN": 511.6521739130435, + "FP": 911.8260869565217, + "IoU": 0.2718664902034154, + "TN": 302877.0869565217, + "TP": 450.7391304347826, + "n_pred": 1362.5652173913043, + "n_ref": 962.3913043478261 + }, + "15": { + "Dice": 0.32488660034337496, + "FN": 813.9565217391304, + "FP": 1240.0, + "IoU": 0.2738728147350426, + "TN": 300432.3043478261, + "TP": 2265.0434782608695, + "n_pred": 3505.0434782608695, + "n_ref": 3079.0 + }, + "2": { + "Dice": 0.3826287451979353, + "FN": 355.82608695652175, + "FP": 2449.6521739130435, + "IoU": 0.34712330950707226, + "TN": 299642.5652173913, + "TP": 2303.2608695652175, + "n_pred": 4752.913043478261, + "n_ref": 2659.086956521739 + }, + "3": { + "Dice": 0.5856249436202821, + "FN": 2524.8260869565215, + "FP": 580.7826086956521, + "IoU": 0.4986275443937842, + "TN": 296751.39130434784, + "TP": 4894.304347826087, + "n_pred": 5475.086956521739, + "n_ref": 7419.130434782609 + }, + "4": { + "Dice": 0.5190624065216124, + "FN": 1920.1304347826087, + "FP": 492.82608695652175, + "IoU": 0.44766363193141007, + "TN": 298117.82608695654, + "TP": 4220.521739130435, + "n_pred": 4713.347826086957, + "n_ref": 6140.652173913043 + }, + "5": { + "Dice": 0.4578147754151844, + "FN": 306.7826086956522, + "FP": 183.08695652173913, + "IoU": 0.3259835608736485, + "TN": 304015.347826087, + "TP": 246.08695652173913, + "n_pred": 429.17391304347825, + "n_ref": 552.8695652173913 + }, + "6": { + "Dice": 0.7626530774461682, + "FN": 1571.5217391304348, + "FP": 3418.913043478261, + "IoU": 0.7296269823334836, + "TN": 264271.4347826087, + "TP": 35489.434782608696, + "n_pred": 38908.34782608696, + "n_ref": 37060.95652173913 + }, + "7": { + "Dice": 0.3614355962155573, + "FN": 457.2173913043478, + "FP": 950.1739130434783, + "IoU": 0.3308080486897466, + "TN": 298530.5652173913, + "TP": 4813.347826086957, + "n_pred": 5763.521739130435, + "n_ref": 5270.565217391304 + }, + "8": { + "Dice": 0.7562791785702884, + "FN": 152.65217391304347, + "FP": 93.3913043478261, + "IoU": 0.6991542873134372, + "TN": 301989.8695652174, + "TP": 2515.391304347826, + "n_pred": 2608.782608695652, + "n_ref": 2668.0434782608695 + }, + "9": { + "Dice": 0.5516379639099881, + "FN": 312.6521739130435, + "FP": 741.2173913043479, + "IoU": 0.47085776383373035, + "TN": 301329.7826086957, + "TP": 2367.6521739130435, + "n_pred": 3108.8695652173915, + "n_ref": 2680.304347826087 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 204, + "IoU": 0.0, + "TN": 175028, + "TP": 0, + "n_pred": 204, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8817499352834585, + "FN": 2632, + "FP": 1936, + "IoU": 0.7885087272558915, + "TN": 153633, + "TP": 17031, + "n_pred": 18967, + "n_ref": 19663 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9764118035259735, + "FN": 2115, + "FP": 2889, + "IoU": 0.95391076889069, + "TN": 66660, + "TP": 103568, + "n_pred": 106457, + "n_ref": 105683 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 109, + "IoU": 0.0, + "TN": 175123, + "TP": 0, + "n_pred": 109, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0004.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0004.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0014.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0014.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 17, + "FP": 1213, + "IoU": 0.0, + "TN": 349234, + "TP": 0, + "n_pred": 1213, + "n_ref": 17 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8976729485204061, + "FN": 4197, + "FP": 983, + "IoU": 0.8143435719149851, + "TN": 322563, + "TP": 22721, + "n_pred": 23704, + "n_ref": 26918 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9283372365339578, + "FN": 1872, + "FP": 3177, + "IoU": 0.8662587412587412, + "TN": 312712, + "TP": 32703, + "n_pred": 35880, + "n_ref": 34575 + }, + "7": { + "Dice": 0.8692738098800156, + "FN": 2831, + "FP": 1538, + "IoU": 0.7687748081503043, + "TN": 331569, + "TP": 14526, + "n_pred": 16064, + "n_ref": 17357 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0017.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0017.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1169, + "IoU": 0.0, + "TN": 174063, + "TP": 0, + "n_pred": 1169, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 270, + "IoU": 0.0, + "TN": 174962, + "TP": 0, + "n_pred": 270, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 970, + "IoU": 0.0, + "TN": 174262, + "TP": 0, + "n_pred": 970, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 175231, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8142928773124324, + "FN": 6033, + "FP": 1004, + "IoU": 0.6867571778321834, + "TN": 152767, + "TP": 15428, + "n_pred": 16432, + "n_ref": 21461 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9484351585325097, + "FN": 3046, + "FP": 1737, + "IoU": 0.9019274143940947, + "TN": 126462, + "TP": 43987, + "n_pred": 45724, + "n_ref": 47033 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 6560, + "IoU": 0.0, + "TN": 168672, + "TP": 0, + "n_pred": 6560, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0045.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0045.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0059.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0059.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.6300777873811582, + "FN": 196, + "FP": 660, + "IoU": 0.45993690851735014, + "TN": 173647, + "TP": 729, + "n_pred": 1389, + "n_ref": 925 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8414481897627965, + "FN": 38, + "FP": 89, + "IoU": 0.7262931034482759, + "TN": 174768, + "TP": 337, + "n_pred": 426, + "n_ref": 375 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 175231, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9534189130074066, + "FN": 3552, + "FP": 2624, + "IoU": 0.9109842752338536, + "TN": 105851, + "TP": 63205, + "n_pred": 65829, + "n_ref": 66757 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9249709091522337, + "FN": 1871, + "FP": 2578, + "IoU": 0.860414771122894, + "TN": 143359, + "TP": 27424, + "n_pred": 30002, + "n_ref": 29295 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0081.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0081.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.44380079543489537, + "FN": 10656, + "FP": 2210, + "IoU": 0.28518251013945217, + "TN": 332465, + "TP": 5133, + "n_pred": 7343, + "n_ref": 15789 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 21538, + "IoU": 0.0, + "TN": 328926, + "TP": 0, + "n_pred": 21538, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0105.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0105.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7549824150058617, + "FN": 1892, + "FP": 1034, + "IoU": 0.6064030131826742, + "TN": 343030, + "TP": 4508, + "n_pred": 5542, + "n_ref": 6400 + }, + "11": { + "Dice": 0.49019607843137253, + "FN": 466, + "FP": 2134, + "IoU": 0.3246753246753247, + "TN": 346614, + "TP": 1250, + "n_pred": 3384, + "n_ref": 1716 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 22, + "IoU": 0.0, + "TN": 350442, + "TP": 0, + "n_pred": 22, + "n_ref": 0 + }, + "13": { + "Dice": 0.16647662485746864, + "FN": 4304, + "FP": 2275, + "IoU": 0.09079601990049752, + "TN": 343228, + "TP": 657, + "n_pred": 2932, + "n_ref": 4961 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9221757322175732, + "FN": 2187, + "FP": 1068, + "IoU": 0.8555900621118012, + "TN": 327924, + "TP": 19285, + "n_pred": 20353, + "n_ref": 21472 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 25, + "IoU": 0.0, + "TN": 350439, + "TP": 0, + "n_pred": 25, + "n_ref": 0 + }, + "4": { + "Dice": 0.07681423084697797, + "FN": 5524, + "FP": 3610, + "IoU": 0.039941139373554764, + "TN": 340950, + "TP": 380, + "n_pred": 3990, + "n_ref": 5904 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8976298120195739, + "FN": 1361, + "FP": 8534, + "IoU": 0.8142725754077744, + "TN": 297187, + "TP": 43382, + "n_pred": 51916, + "n_ref": 44743 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.7600487210718636, + "FN": 8, + "FP": 189, + "IoU": 0.6129666011787819, + "TN": 349955, + "TP": 312, + "n_pred": 501, + "n_ref": 320 + }, + "9": { + "Dice": 0.6850418301107369, + "FN": 828, + "FP": 8245, + "IoU": 0.5209609292502639, + "TN": 331524, + "TP": 9867, + "n_pred": 18112, + "n_ref": 10695 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0109.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0109.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 793, + "IoU": 0.0, + "TN": 349671, + "TP": 0, + "n_pred": 793, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 13697, + "IoU": 0.0, + "TN": 336767, + "TP": 0, + "n_pred": 13697, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 329, + "IoU": 0.0, + "TN": 350135, + "TP": 0, + "n_pred": 329, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.5824162191858507, + "FN": 23522, + "FP": 41, + "IoU": 0.41085135641955245, + "TN": 310469, + "TP": 16432, + "n_pred": 16473, + "n_ref": 39954 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9207456059583001, + "FN": 414, + "FP": 18953, + "IoU": 0.8531312089545448, + "TN": 218598, + "TP": 112499, + "n_pred": 131452, + "n_ref": 112913 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 2377, + "IoU": 0.0, + "TN": 348087, + "TP": 0, + "n_pred": 2377, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0131.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0131.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 175224, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 19, + "IoU": 0.0, + "TN": 175213, + "TP": 0, + "n_pred": 19, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 15, + "FP": 0, + "IoU": 0.0, + "TN": 175217, + "TP": 0, + "n_pred": 0, + "n_ref": 15 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 232, + "IoU": 0.0, + "TN": 175000, + "TP": 0, + "n_pred": 232, + "n_ref": 0 + }, + "3": { + "Dice": 0.7630420507332734, + "FN": 2678, + "FP": 7065, + "IoU": 0.6168698387731026, + "TN": 149802, + "TP": 15687, + "n_pred": 22752, + "n_ref": 18365 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 3476, + "IoU": 0.0, + "TN": 171756, + "TP": 0, + "n_pred": 3476, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0138.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0138.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.4675813828356201, + "FN": 418, + "FP": 1561, + "IoU": 0.305126404494382, + "TN": 172384, + "TP": 869, + "n_pred": 2430, + "n_ref": 1287 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 175230, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9325551801307649, + "FN": 752, + "FP": 785, + "IoU": 0.8736331497163529, + "TN": 163069, + "TP": 10626, + "n_pred": 11411, + "n_ref": 11378 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9891618497109826, + "FN": 1806, + "FP": 174, + "IoU": 0.9785561115082202, + "TN": 82898, + "TP": 90354, + "n_pred": 90528, + "n_ref": 92160 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0179.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0179.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 686, + "IoU": 0.0, + "TN": 349778, + "TP": 0, + "n_pred": 686, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 71, + "IoU": 0.0, + "TN": 350393, + "TP": 0, + "n_pred": 71, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.22926456125013658, + "FN": 3577, + "FP": 3476, + "IoU": 0.12947420390027153, + "TN": 342362, + "TP": 1049, + "n_pred": 4525, + "n_ref": 4626 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 29783, + "IoU": 0.0, + "TN": 320681, + "TP": 0, + "n_pred": 29783, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1238, + "IoU": 0.0, + "TN": 349226, + "TP": 0, + "n_pred": 1238, + "n_ref": 0 + }, + "8": { + "Dice": 0.9533483445917772, + "FN": 2351, + "FP": 446, + "IoU": 0.9108554309026007, + "TN": 319088, + "TP": 28579, + "n_pred": 29025, + "n_ref": 30930 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 10, + "IoU": 0.0, + "TN": 350454, + "TP": 0, + "n_pred": 10, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0193.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0193.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8739650413983441, + "FN": 1083, + "FP": 287, + "IoU": 0.7761437908496732, + "TN": 169112, + "TP": 4750, + "n_pred": 5037, + "n_ref": 5833 + }, + "15": { + "Dice": 0.7851701371254444, + "FN": 7547, + "FP": 1759, + "IoU": 0.6463210702341137, + "TN": 148920, + "TP": 17006, + "n_pred": 18765, + "n_ref": 24553 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0199.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0199.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 3655, + "IoU": 0.0, + "TN": 171577, + "TP": 0, + "n_pred": 3655, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9535717262648996, + "FN": 589, + "FP": 525, + "IoU": 0.9112633423610005, + "TN": 162678, + "TP": 11440, + "n_pred": 11965, + "n_ref": 12029 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 11, + "IoU": 0.0, + "TN": 175221, + "TP": 0, + "n_pred": 11, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0224.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0224.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.09659430392352121, + "FN": 91, + "FP": 8981, + "IoU": 0.050748142722611696, + "TN": 516139, + "TP": 485, + "n_pred": 9466, + "n_ref": 576 + }, + "10": { + "Dice": 0.8260261577691865, + "FN": 3593, + "FP": 637, + "IoU": 0.7036154708520179, + "TN": 511424, + "TP": 10042, + "n_pred": 10679, + "n_ref": 13635 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 189, + "FP": 0, + "IoU": 0.0, + "TN": 525507, + "TP": 0, + "n_pred": 0, + "n_ref": 189 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 774, + "IoU": 0.0, + "TN": 524922, + "TP": 0, + "n_pred": 774, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 2627, + "IoU": 0.0, + "TN": 523069, + "TP": 0, + "n_pred": 2627, + "n_ref": 0 + }, + "2": { + "Dice": 0.17167146578911285, + "FN": 899, + "FP": 5142, + "IoU": 0.09389530523473827, + "TN": 519029, + "TP": 626, + "n_pred": 5768, + "n_ref": 1525 + }, + "3": { + "Dice": 0.8088366914798402, + "FN": 6684, + "FP": 2073, + "IoU": 0.6790308983616171, + "TN": 498413, + "TP": 18526, + "n_pred": 20599, + "n_ref": 25210 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0011994722322178242, + "FN": 7941, + "FP": 386, + "IoU": 0.000600096015362458, + "TN": 517364, + "TP": 5, + "n_pred": 391, + "n_ref": 7946 + }, + "7": { + "Dice": 0.9270732046117516, + "FN": 5090, + "FP": 685, + "IoU": 0.8640600725012947, + "TN": 483214, + "TP": 36707, + "n_pred": 37392, + "n_ref": 41797 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0239.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0239.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.6058794220229198, + "FN": 1466, + "FP": 116, + "IoU": 0.43459614010007147, + "TN": 522898, + "TP": 1216, + "n_pred": 1332, + "n_ref": 2682 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 53, + "IoU": 0.0, + "TN": 525643, + "TP": 0, + "n_pred": 53, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9200968523002422, + "FN": 864, + "FP": 159, + "IoU": 0.852017937219731, + "TN": 518783, + "TP": 5890, + "n_pred": 6049, + "n_ref": 6754 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 600, + "IoU": 0.0, + "TN": 525096, + "TP": 0, + "n_pred": 600, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6863649895802322, + "FN": 3479, + "FP": 735, + "IoU": 0.5224929178470255, + "TN": 516871, + "TP": 4611, + "n_pred": 5346, + "n_ref": 8090 + }, + "6": { + "Dice": 0.9256707163436785, + "FN": 7168, + "FP": 6402, + "IoU": 0.8616266264224823, + "TN": 427628, + "TP": 84498, + "n_pred": 90900, + "n_ref": 91666 + }, + "7": { + "Dice": 0.2504970178926441, + "FN": 58, + "FP": 319, + "IoU": 0.1431818181818182, + "TN": 525256, + "TP": 63, + "n_pred": 382, + "n_ref": 121 + }, + "8": { + "Dice": 0.9708306082406802, + "FN": 431, + "FP": 461, + "IoU": 0.9433146924250128, + "TN": 509960, + "TP": 14844, + "n_pred": 15305, + "n_ref": 15275 + }, + "9": { + "Dice": 0.7798149375352821, + "FN": 3971, + "FP": 5000, + "IoU": 0.639095626986362, + "TN": 500839, + "TP": 15886, + "n_pred": 20886, + "n_ref": 19857 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0268.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0268.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 805, + "IoU": 0.0, + "TN": 524891, + "TP": 0, + "n_pred": 805, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 20, + "FP": 4693, + "IoU": 0.0, + "TN": 520983, + "TP": 0, + "n_pred": 4693, + "n_ref": 20 + }, + "15": { + "Dice": 0.8392628645914304, + "FN": 11174, + "FP": 2267, + "IoU": 0.7230430034410995, + "TN": 477165, + "TP": 35090, + "n_pred": 37357, + "n_ref": 46264 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 18987, + "IoU": 0.0, + "TN": 506709, + "TP": 0, + "n_pred": 18987, + "n_ref": 0 + }, + "3": { + "Dice": 0.7789937118266377, + "FN": 21921, + "FP": 2576, + "IoU": 0.6379932023053052, + "TN": 458026, + "TP": 43173, + "n_pred": 45749, + "n_ref": 65094 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9102063580591188, + "FN": 29, + "FP": 132, + "IoU": 0.8352098259979529, + "TN": 524719, + "TP": 816, + "n_pred": 948, + "n_ref": 845 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0272.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0272.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 107, + "IoU": 0.0, + "TN": 350357, + "TP": 0, + "n_pred": 107, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.6754624982073713, + "FN": 1081, + "FP": 1182, + "IoU": 0.5099610220874837, + "TN": 345846, + "TP": 2355, + "n_pred": 3537, + "n_ref": 3436 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9708952119096287, + "FN": 695, + "FP": 914, + "IoU": 0.9434366870561767, + "TN": 322018, + "TP": 26837, + "n_pred": 27751, + "n_ref": 27532 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9720237394710738, + "FN": 1757, + "FP": 1571, + "IoU": 0.9455702206303256, + "TN": 289321, + "TP": 57815, + "n_pred": 59386, + "n_ref": 59572 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8786493141048188, + "FN": 305, + "FP": 40, + "IoU": 0.7835633626097867, + "TN": 348870, + "TP": 1249, + "n_pred": 1289, + "n_ref": 1554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0282.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0282.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 4202, + "FP": 359, + "IoU": 0.0, + "TN": 345903, + "TP": 0, + "n_pred": 359, + "n_ref": 4202 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 398, + "IoU": 0.0, + "TN": 350066, + "TP": 0, + "n_pred": 398, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 1098, + "FP": 0, + "IoU": 0.0, + "TN": 349366, + "TP": 0, + "n_pred": 0, + "n_ref": 1098 + }, + "14": { + "Dice": 0.9140698772426817, + "FN": 9, + "FP": 82, + "IoU": 0.8417391304347827, + "TN": 349889, + "TP": 484, + "n_pred": 566, + "n_ref": 493 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 3501, + "FP": 0, + "IoU": 0.0, + "TN": 346963, + "TP": 0, + "n_pred": 0, + "n_ref": 3501 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9792685198866738, + "FN": 2228, + "FP": 999, + "IoU": 0.9593791697087183, + "TN": 271022, + "TP": 76215, + "n_pred": 77214, + "n_ref": 78443 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.04135079255685734, + "FN": 216, + "FP": 1175, + "IoU": 0.0211118930330753, + "TN": 349043, + "TP": 30, + "n_pred": 1205, + "n_ref": 246 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0320.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0320.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.949635840272009, + "FN": 2114, + "FP": 493, + "IoU": 0.9041015265771565, + "TN": 498511, + "TP": 24578, + "n_pred": 25071, + "n_ref": 26692 + }, + "10": { + "Dice": 0.8448770491803279, + "FN": 5234, + "FP": 2336, + "IoU": 0.7314174206138017, + "TN": 497511, + "TP": 20615, + "n_pred": 22951, + "n_ref": 25849 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5464826209878596, + "FN": 2599, + "FP": 128, + "IoU": 0.3759725400457666, + "TN": 521326, + "TP": 1643, + "n_pred": 1771, + "n_ref": 4242 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 272, + "IoU": 0.0, + "TN": 525424, + "TP": 0, + "n_pred": 272, + "n_ref": 0 + }, + "3": { + "Dice": 0.9116068316486581, + "FN": 2345, + "FP": 191, + "IoU": 0.8375712547236277, + "TN": 510083, + "TP": 13077, + "n_pred": 13268, + "n_ref": 15422 + }, + "4": { + "Dice": 0.11538461538461539, + "FN": 130, + "FP": 146, + "IoU": 0.061224489795918366, + "TN": 525402, + "TP": 18, + "n_pred": 164, + "n_ref": 148 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9619573520745575, + "FN": 833, + "FP": 910, + "IoU": 0.9267031118587048, + "TN": 501916, + "TP": 22037, + "n_pred": 22947, + "n_ref": 22870 + }, + "7": { + "Dice": 0.9697826503342789, + "FN": 2350, + "FP": 963, + "IoU": 0.9413379134499611, + "TN": 469220, + "TP": 53163, + "n_pred": 54126, + "n_ref": 55513 + }, + "8": { + "Dice": 0.9432410394582905, + "FN": 692, + "FP": 909, + "IoU": 0.8925791733762748, + "TN": 510792, + "TP": 13303, + "n_pred": 14212, + "n_ref": 13995 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0332.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0332.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0387.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0387.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7239263803680982, + "FN": 19, + "FP": 26, + "IoU": 0.5673076923076923, + "TN": 350360, + "TP": 59, + "n_pred": 85, + "n_ref": 78 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8897380585516179, + "FN": 1373, + "FP": 2205, + "IoU": 0.8013767070056622, + "TN": 332450, + "TP": 14436, + "n_pred": 16641, + "n_ref": 15809 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9855359823956172, + "FN": 2052, + "FP": 472, + "IoU": 0.9714844147187419, + "TN": 261951, + "TP": 85989, + "n_pred": 86461, + "n_ref": 88041 + }, + "7": { + "Dice": 0.9591648756524409, + "FN": 187, + "FP": 345, + "IoU": 0.9215339233038348, + "TN": 343684, + "TP": 6248, + "n_pred": 6593, + "n_ref": 6435 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0391.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0391.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9815904572564612, + "FN": 314, + "FP": 612, + "IoU": 0.9638464842072385, + "TN": 324851, + "TP": 24687, + "n_pred": 25299, + "n_ref": 25001 + }, + "10": { + "Dice": 0.8127081390702011, + "FN": 763, + "FP": 2049, + "IoU": 0.6845057780769662, + "TN": 341551, + "TP": 6101, + "n_pred": 8150, + "n_ref": 6864 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 7236, + "IoU": 0.0, + "TN": 343228, + "TP": 0, + "n_pred": 7236, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 29479, + "IoU": 0.0, + "TN": 320985, + "TP": 0, + "n_pred": 29479, + "n_ref": 0 + }, + "3": { + "Dice": 0.46894853700894723, + "FN": 23854, + "FP": 303, + "IoU": 0.306291818625621, + "TN": 315641, + "TP": 10666, + "n_pred": 10969, + "n_ref": 34520 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 624, + "IoU": 0.0, + "TN": 349840, + "TP": 0, + "n_pred": 624, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 24, + "IoU": 0.0, + "TN": 350440, + "TP": 0, + "n_pred": 24, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 4244, + "IoU": 0.0, + "TN": 346220, + "TP": 0, + "n_pred": 4244, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0401.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2654691/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset019_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12348/gt_segmentations/amos_0401.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": 0.4011286086924584, + "FN": 1103.2420289855072, + "FP": 718.1200241545894, + "IoU": 0.33033381608831974, + "TN": 292091.4679468599, + "TP": 3092.7120289855075, + "n_pred": 3810.832053140097, + "n_ref": 4195.954057971014 + }, + "mean": { + "1": { + "Dice": 0.36176653152759985, + "FN": 1737.7427536231885, + "FP": 270.3134057971015, + "IoU": 0.3156702146309667, + "TN": 292681.47608695657, + "TP": 2316.009782608696, + "n_pred": 2586.3231884057973, + "n_ref": 4053.752536231884 + }, + "10": { + "Dice": 0.4524693925117914, + "FN": 1188.5713768115943, + "FP": 835.052536231884, + "IoU": 0.3524866671270839, + "TN": 292908.0394927536, + "TP": 2073.878623188406, + "n_pred": 2908.9311594202904, + "n_ref": 3262.45 + }, + "11": { + "Dice": 0.3932089104336618, + "FN": 143.72210144927536, + "FP": 100.48985507246377, + "IoU": 0.29292002220789104, + "TN": 296593.834057971, + "TP": 167.49601449275363, + "n_pred": 267.9858695652174, + "n_ref": 311.218115942029 + }, + "12": { + "Dice": 0.1631485020852122, + "FN": 180.62717391304346, + "FP": 56.83913043478261, + "IoU": 0.10984090424096223, + "TN": 296713.74565217394, + "TP": 54.330072463768126, + "n_pred": 111.16920289855072, + "n_ref": 234.9572463768116 + }, + "13": { + "Dice": 0.1368830119729062, + "FN": 1474.6202898550723, + "FP": 757.2278985507247, + "IoU": 0.0951573563798764, + "TN": 294281.85144927533, + "TP": 491.8423913043478, + "n_pred": 1249.0702898550724, + "n_ref": 1966.46268115942 + }, + "14": { + "Dice": 0.4630523433050434, + "FN": 1050.655072463768, + "FP": 784.0108695652174, + "IoU": 0.3894369715351892, + "TN": 291966.74094202893, + "TP": 3204.1351449275357, + "n_pred": 3988.1460144927537, + "n_ref": 4254.790217391304 + }, + "15": { + "Dice": 0.4322668731488143, + "FN": 1580.1471014492752, + "FP": 642.7032608695652, + "IoU": 0.3197740631074567, + "TN": 293309.85652173916, + "TP": 1472.8351449275365, + "n_pred": 2115.5384057971014, + "n_ref": 3052.982246376812 + }, + "2": { + "Dice": 0.2892380086442773, + "FN": 1193.2181159420293, + "FP": 766.9659420289855, + "IoU": 0.24519705972888933, + "TN": 293392.14057971013, + "TP": 1653.217391304348, + "n_pred": 2420.1833333333334, + "n_ref": 2846.435507246377 + }, + "3": { + "Dice": 0.5459036272601482, + "FN": 1182.1757246376812, + "FP": 970.6478260869565, + "IoU": 0.48751856361366935, + "TN": 291047.51992753625, + "TP": 3805.1985507246377, + "n_pred": 4775.8463768115935, + "n_ref": 4987.374275362318 + }, + "4": { + "Dice": 0.4000986369572953, + "FN": 535.5471014492754, + "FP": 370.48442028985505, + "IoU": 0.337561469086889, + "TN": 294334.8369565217, + "TP": 1764.6735507246376, + "n_pred": 2135.157971014493, + "n_ref": 2300.2206521739126 + }, + "5": { + "Dice": 0.27663418878326984, + "FN": 585.8597826086956, + "FP": 79.88840579710146, + "IoU": 0.19055852983895064, + "TN": 296158.13659420295, + "TP": 181.6572463768116, + "n_pred": 261.545652173913, + "n_ref": 767.5170289855072 + }, + "6": { + "Dice": 0.6182977837802452, + "FN": 2224.867753623188, + "FP": 3347.2942028985512, + "IoU": 0.5712906486426581, + "TN": 270406.74311594205, + "TP": 21026.63695652174, + "n_pred": 24373.931159420288, + "n_ref": 23251.504710144927 + }, + "7": { + "Dice": 0.3254112368085036, + "FN": 2266.655072463768, + "FP": 663.1608695652174, + "IoU": 0.2544551505157061, + "TN": 291249.8492753623, + "TP": 2825.876811594203, + "n_pred": 3489.03768115942, + "n_ref": 5092.531884057971 + }, + "8": { + "Dice": 0.6127698853206658, + "FN": 523.8351449275362, + "FP": 520.3452898550725, + "IoU": 0.5478896320029245, + "TN": 292751.0347826087, + "TP": 3210.326811594203, + "n_pred": 3730.672101449275, + "n_ref": 3734.1619565217384 + }, + "9": { + "Dice": 0.5457801978474425, + "FN": 680.3858695652175, + "FP": 606.3764492753623, + "IoU": 0.4452499886656824, + "TN": 293576.213768116, + "TP": 2142.565942028986, + "n_pred": 2748.942391304348, + "n_ref": 2822.9518115942033 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/loop_000/summary.json b/nnActive_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/loop_000/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3d54c48dc4c84039dd1153e692438251414b3e4e --- /dev/null +++ b/nnActive_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/loop_000/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.7230381604999129, + "FN": 32654.59733333333, + "FP": 29774.048, + "IoU": 0.6066665985375045, + "TN": 96240596.2613333, + "TP": 153935.9333333333, + "n_pred": 183709.98133333336, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.8424631777395964, + "FN": 27398.58, + "FP": 31338.1, + "IoU": 0.7574618663053839, + "TN": 96231334.6, + "TP": 166889.56, + "n_pred": 198227.66, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.6901723660017903, + "FN": 21934.92, + "FP": 19739.48, + "IoU": 0.5504073837407603, + "TN": 96362998.8, + "TP": 52287.64, + "n_pred": 72027.12, + "n_ref": 74222.56 + }, + "11": { + "Dice": 0.6387297922042032, + "FN": 1518.54, + "FP": 655.62, + "IoU": 0.48814785000712135, + "TN": 96452604.84, + "TP": 2181.84, + "n_pred": 2837.46, + "n_ref": 3700.38 + }, + "12": { + "Dice": 0.5888364239869874, + "FN": 2100.82, + "FP": 617.08, + "IoU": 0.43711244234542024, + "TN": 96452107.1, + "TP": 2135.84, + "n_pred": 2752.92, + "n_ref": 4236.66 + }, + "13": { + "Dice": 0.5341832614947893, + "FN": 29701.8, + "FP": 14491.36, + "IoU": 0.38813227499798203, + "TN": 96384611.34, + "TP": 28156.34, + "n_pred": 42647.7, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.7337331497391612, + "FN": 46465.78, + "FP": 22096.2, + "IoU": 0.6277964916377387, + "TN": 96296506.5, + "TP": 91892.36, + "n_pred": 113988.56, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.6083726947688441, + "FN": 28363.86, + "FP": 10464.42, + "IoU": 0.47570341420610845, + "TN": 96392449.38, + "TP": 25683.18, + "n_pred": 36147.6, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.7940196086763364, + "FN": 37377.3, + "FP": 20412.16, + "IoU": 0.6900332715232479, + "TN": 96279706.98, + "TP": 119464.4, + "n_pred": 139876.56, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.83529232864627, + "FN": 22625.66, + "FP": 32227.46, + "IoU": 0.7387127196941975, + "TN": 96261330.8, + "TP": 140776.92, + "n_pred": 173004.38, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.6137891848766435, + "FN": 9800.82, + "FP": 4884.68, + "IoU": 0.5109406043614289, + "TN": 96425498.66, + "TP": 16776.68, + "n_pred": 21661.36, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.632778838876502, + "FN": 9286.72, + "FP": 2257.92, + "IoU": 0.4914093588666641, + "TN": 96437550.76, + "TP": 7865.44, + "n_pred": 10123.36, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.8981919853489798, + "FN": 102373.06, + "FP": 198540.02, + "IoU": 0.8254043708534858, + "TN": 94899197.2, + "TP": 1256850.56, + "n_pred": 1455390.58, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.7060900351655656, + "FN": 111242.26, + "FP": 68863.06, + "IoU": 0.5818864542134654, + "TN": 96049173.12, + "TP": 227682.4, + "n_pred": 296545.46, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.8860652087629229, + "FN": 27257.86, + "FP": 9138.24, + "IoU": 0.8033990672488257, + "TN": 96315453.42, + "TP": 105111.32, + "n_pred": 114249.56, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.8428543512101014, + "FN": 12370.98, + "FP": 10884.92, + "IoU": 0.7334514080607362, + "TN": 96368420.42, + "TP": 65284.52, + "n_pred": 76169.44, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9007000101450746, + "FN": 3908, + "FP": 15668, + "IoU": 0.8193395965226379, + "TN": 119484962, + "TP": 88782, + "n_pred": 104450, + "n_ref": 92690 + }, + "10": { + "Dice": 0.6324093444909344, + "FN": 24550, + "FP": 34488, + "IoU": 0.462425903499267, + "TN": 119483497, + "TP": 50785, + "n_pred": 85273, + "n_ref": 75335 + }, + "11": { + "Dice": 0.7139240506329114, + "FN": 1290, + "FP": 518, + "IoU": 0.5551181102362205, + "TN": 119589256, + "TP": 2256, + "n_pred": 2774, + "n_ref": 3546 + }, + "12": { + "Dice": 0.6841134424717547, + "FN": 1498, + "FP": 1242, + "IoU": 0.5198878570176976, + "TN": 119587613, + "TP": 2967, + "n_pred": 4209, + "n_ref": 4465 + }, + "13": { + "Dice": 0.40488520932417355, + "FN": 35518, + "FP": 15159, + "IoU": 0.2538282584368926, + "TN": 119525404, + "TP": 17239, + "n_pred": 32398, + "n_ref": 52757 + }, + "14": { + "Dice": 0.44300389943017904, + "FN": 176310, + "FP": 2669, + "IoU": 0.284524732764617, + "TN": 119343166, + "TP": 71175, + "n_pred": 73844, + "n_ref": 247485 + }, + "15": { + "Dice": 0.051469149044446355, + "FN": 29576, + "FP": 91577, + "IoU": 0.026414336226293796, + "TN": 119468880, + "TP": 3287, + "n_pred": 94864, + "n_ref": 32863 + }, + "2": { + "Dice": 0.9511813230117169, + "FN": 5024, + "FP": 8913, + "IoU": 0.9069073080802346, + "TN": 119443609, + "TP": 135774, + "n_pred": 144687, + "n_ref": 140798 + }, + "3": { + "Dice": 0.9437674477869545, + "FN": 7429, + "FP": 11989, + "IoU": 0.8935224026276684, + "TN": 119410953, + "TP": 162949, + "n_pred": 174938, + "n_ref": 170378 + }, + "4": { + "Dice": 0.7149212672342719, + "FN": 33914, + "FP": 1009, + "IoU": 0.5563248764498876, + "TN": 119514607, + "TP": 43790, + "n_pred": 44799, + "n_ref": 77704 + }, + "5": { + "Dice": 0.05710811016240594, + "FN": 62010, + "FP": 12420, + "IoU": 0.029393354545928747, + "TN": 119516636, + "TP": 2254, + "n_pred": 14674, + "n_ref": 64264 + }, + "6": { + "Dice": 0.9580608742623056, + "FN": 39707, + "FP": 60295, + "IoU": 0.9194979347608211, + "TN": 118351091, + "TP": 1142227, + "n_pred": 1202522, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 147441, + "IoU": 0.0, + "TN": 119445879, + "TP": 0, + "n_pred": 147441, + "n_ref": 0 + }, + "8": { + "Dice": 0.7117807188604349, + "FN": 106742, + "FP": 38839, + "IoU": 0.5525307137390385, + "TN": 119267977, + "TP": 179762, + "n_pred": 218601, + "n_ref": 286504 + }, + "9": { + "Dice": 0.847284848820161, + "FN": 15277, + "FP": 6805, + "IoU": 0.7350340176867973, + "TN": 119509981, + "TP": 61257, + "n_pred": 68062, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9326101249178173, + "FN": 12669, + "FP": 12751, + "IoU": 0.8737295965506622, + "TN": 72624346, + "TP": 175894, + "n_pred": 188645, + "n_ref": 188563 + }, + "10": { + "Dice": 0.5985845726726424, + "FN": 17999, + "FP": 49668, + "IoU": 0.42712857372649615, + "TN": 72707541, + "TP": 50452, + "n_pred": 100120, + "n_ref": 68451 + }, + "11": { + "Dice": 0.5867805755395683, + "FN": 942, + "FP": 896, + "IoU": 0.41520839961819916, + "TN": 72822517, + "TP": 1305, + "n_pred": 2201, + "n_ref": 2247 + }, + "12": { + "Dice": 0.6940159349042211, + "FN": 827, + "FP": 978, + "IoU": 0.5314122533748702, + "TN": 72821808, + "TP": 2047, + "n_pred": 3025, + "n_ref": 2874 + }, + "13": { + "Dice": 0.6266294121001311, + "FN": 22710, + "FP": 10029, + "IoU": 0.45627117518102706, + "TN": 72765448, + "TP": 27473, + "n_pred": 37502, + "n_ref": 50183 + }, + "14": { + "Dice": 0.8886619492769825, + "FN": 3357, + "FP": 15068, + "IoU": 0.7996324329026926, + "TN": 72733704, + "TP": 73531, + "n_pred": 88599, + "n_ref": 76888 + }, + "15": { + "Dice": 0.650489599629179, + "FN": 14414, + "FP": 15747, + "IoU": 0.4820189599505393, + "TN": 72767432, + "TP": 28067, + "n_pred": 43814, + "n_ref": 42481 + }, + "2": { + "Dice": 0.9569071601964444, + "FN": 7927, + "FP": 3594, + "IoU": 0.9173748718059052, + "TN": 72686223, + "TP": 127916, + "n_pred": 131510, + "n_ref": 135843 + }, + "3": { + "Dice": 0.9579294803920428, + "FN": 3656, + "FP": 7191, + "IoU": 0.9192559067426938, + "TN": 72691322, + "TP": 123491, + "n_pred": 130682, + "n_ref": 127147 + }, + "4": { + "Dice": 0.8282057229614322, + "FN": 7372, + "FP": 775, + "IoU": 0.7067842360986144, + "TN": 72797875, + "TP": 19638, + "n_pred": 20413, + "n_ref": 27010 + }, + "5": { + "Dice": 0.7640072134817486, + "FN": 2496, + "FP": 1299, + "IoU": 0.6181324210102637, + "TN": 72815722, + "TP": 6143, + "n_pred": 7442, + "n_ref": 8639 + }, + "6": { + "Dice": 0.9261361973841207, + "FN": 68332, + "FP": 113422, + "IoU": 0.8624335740976635, + "TN": 71504451, + "TP": 1139455, + "n_pred": 1252877, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.6706522494153604, + "FN": 94057, + "FP": 48185, + "IoU": 0.504497223634983, + "TN": 72538594, + "TP": 144824, + "n_pred": 193009, + "n_ref": 238881 + }, + "8": { + "Dice": 0.9283804675555404, + "FN": 3848, + "FP": 4537, + "IoU": 0.8663340294272369, + "TN": 72762929, + "TP": 54346, + "n_pred": 58883, + "n_ref": 58194 + }, + "9": { + "Dice": 0.8580877180294673, + "FN": 12727, + "FP": 8858, + "IoU": 0.7514480153840839, + "TN": 72738817, + "TP": 65258, + "n_pred": 74116, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9313727377372946, + "FN": 18116, + "FP": 17536, + "IoU": 0.8715599635416479, + "TN": 71531911, + "TP": 241925, + "n_pred": 259461, + "n_ref": 260041 + }, + "10": { + "Dice": 0.8424799762681697, + "FN": 17038, + "FP": 11636, + "IoU": 0.7278318810866222, + "TN": 71704134, + "TP": 76680, + "n_pred": 88316, + "n_ref": 93718 + }, + "11": { + "Dice": 0.5847033595425304, + "FN": 1733, + "FP": 591, + "IoU": 0.4131313131313131, + "TN": 71805528, + "TP": 1636, + "n_pred": 2227, + "n_ref": 3369 + }, + "12": { + "Dice": 0.5566795877848161, + "FN": 3565, + "FP": 1124, + "IoU": 0.38569369841477796, + "TN": 71801855, + "TP": 2944, + "n_pred": 4068, + "n_ref": 6509 + }, + "13": { + "Dice": 0.624568054815078, + "FN": 32271, + "FP": 5755, + "IoU": 0.4540886642930975, + "TN": 71739832, + "TP": 31630, + "n_pred": 37385, + "n_ref": 63901 + }, + "14": { + "Dice": 0.6149530084653673, + "FN": 290148, + "FP": 410, + "IoU": 0.4439943281519994, + "TN": 71286907, + "TP": 232023, + "n_pred": 232433, + "n_ref": 522171 + }, + "15": { + "Dice": 0.19059981509670068, + "FN": 160253, + "FP": 13093, + "IoU": 0.10533867338301782, + "TN": 71615732, + "TP": 20410, + "n_pred": 33503, + "n_ref": 180663 + }, + "2": { + "Dice": 0.7507685673903843, + "FN": 52853, + "FP": 9571, + "IoU": 0.6009843715043626, + "TN": 71653043, + "TP": 94021, + "n_pred": 103592, + "n_ref": 146874 + }, + "3": { + "Dice": 0.8487138875114939, + "FN": 8701, + "FP": 54149, + "IoU": 0.7371876359013816, + "TN": 71570344, + "TP": 176294, + "n_pred": 230443, + "n_ref": 184995 + }, + "4": { + "Dice": 0.7193441064638784, + "FN": 1867, + "FP": 7581, + "IoU": 0.5616997587678605, + "TN": 71787932, + "TP": 12108, + "n_pred": 19689, + "n_ref": 13975 + }, + "5": { + "Dice": 0.8337848757070203, + "FN": 1572, + "FP": 1925, + "IoU": 0.7149494620149983, + "TN": 71797220, + "TP": 8771, + "n_pred": 10696, + "n_ref": 10343 + }, + "6": { + "Dice": 0.9144940873834354, + "FN": 47312, + "FP": 177255, + "IoU": 0.8424588726367113, + "TN": 70384038, + "TP": 1200883, + "n_pred": 1378138, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.9083963448021664, + "FN": 21958, + "FP": 21037, + "IoU": 0.8321668221581172, + "TN": 71553311, + "TP": 213182, + "n_pred": 234219, + "n_ref": 235140 + }, + "8": { + "Dice": 0.9328735574636393, + "FN": 6704, + "FP": 4022, + "IoU": 0.8741921484452889, + "TN": 71724231, + "TP": 74531, + "n_pred": 78553, + "n_ref": 81235 + }, + "9": { + "Dice": 0.8502225683104566, + "FN": 15002, + "FP": 10772, + "IoU": 0.7394670871745107, + "TN": 71710560, + "TP": 73154, + "n_pred": 83926, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9667507862671614, + "FN": 8860, + "FP": 5264, + "IoU": 0.9356414439209325, + "TN": 135226052, + "TP": 205334, + "n_pred": 210598, + "n_ref": 214194 + }, + "10": { + "Dice": 0.7673134421151988, + "FN": 17255, + "FP": 23914, + "IoU": 0.6224724665058827, + "TN": 135336461, + "TP": 67880, + "n_pred": 91794, + "n_ref": 85135 + }, + "11": { + "Dice": 0.5741904301594973, + "FN": 1765, + "FP": 878, + "IoU": 0.40271186440677964, + "TN": 135441085, + "TP": 1782, + "n_pred": 2660, + "n_ref": 3547 + }, + "12": { + "Dice": 0.6293186180422264, + "FN": 2885, + "FP": 205, + "IoU": 0.4591283038683704, + "TN": 135439797, + "TP": 2623, + "n_pred": 2828, + "n_ref": 5508 + }, + "13": { + "Dice": 0.6227174119084227, + "FN": 11007, + "FP": 24819, + "IoU": 0.45213481771470515, + "TN": 135380118, + "TP": 29566, + "n_pred": 54385, + "n_ref": 40573 + }, + "14": { + "Dice": 0.9031464483585545, + "FN": 11954, + "FP": 16156, + "IoU": 0.82339747818384, + "TN": 135286339, + "TP": 131061, + "n_pred": 147217, + "n_ref": 143015 + }, + "15": { + "Dice": 0.66438372229389, + "FN": 22973, + "FP": 5645, + "IoU": 0.49743607754987357, + "TN": 135388566, + "TP": 28326, + "n_pred": 33971, + "n_ref": 51299 + }, + "2": { + "Dice": 0.8397013322180028, + "FN": 32865, + "FP": 34589, + "IoU": 0.7236941276707302, + "TN": 135201382, + "TP": 176674, + "n_pred": 211263, + "n_ref": 209539 + }, + "3": { + "Dice": 0.841922496921736, + "FN": 44300, + "FP": 24256, + "IoU": 0.7270001314107541, + "TN": 135194389, + "TP": 182565, + "n_pred": 206821, + "n_ref": 226865 + }, + "4": { + "Dice": 0.8617955631490429, + "FN": 4559, + "FP": 5795, + "IoU": 0.7571535791350033, + "TN": 135402874, + "TP": 32282, + "n_pred": 38077, + "n_ref": 36841 + }, + "5": { + "Dice": 0.5422347594420938, + "FN": 15934, + "FP": 4513, + "IoU": 0.3719630187056547, + "TN": 135412953, + "TP": 12110, + "n_pred": 16623, + "n_ref": 28044 + }, + "6": { + "Dice": 0.9622412537085363, + "FN": 51577, + "FP": 74840, + "IoU": 0.9272302036934915, + "TN": 133708292, + "TP": 1610801, + "n_pred": 1685641, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.8650063408974393, + "FN": 22651, + "FP": 32382, + "IoU": 0.7621243818942564, + "TN": 135214158, + "TP": 176319, + "n_pred": 208701, + "n_ref": 198970 + }, + "8": { + "Dice": 0.7097121357029501, + "FN": 120808, + "FP": 17295, + "IoU": 0.5500417041352257, + "TN": 135138586, + "TP": 168821, + "n_pred": 186116, + "n_ref": 289629 + }, + "9": { + "Dice": 0.8486738958236596, + "FN": 20357, + "FP": 7344, + "IoU": 0.7371272941221128, + "TN": 135340132, + "TP": 77677, + "n_pred": 85021, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8799850644308572, + "FN": 48820, + "FP": 7750, + "IoU": 0.7856904729432801, + "TN": 105490041, + "TP": 207394, + "n_pred": 215144, + "n_ref": 256214 + }, + "10": { + "Dice": 0.3986707098031516, + "FN": 33073, + "FP": 49620, + "IoU": 0.24896235411652515, + "TN": 105643900, + "TP": 27412, + "n_pred": 77032, + "n_ref": 60485 + }, + "11": { + "Dice": 0.6830535571542766, + "FN": 760, + "FP": 826, + "IoU": 0.5186646433990896, + "TN": 105750710, + "TP": 1709, + "n_pred": 2535, + "n_ref": 2469 + }, + "12": { + "Dice": 0.5554602630074328, + "FN": 2461, + "FP": 649, + "IoU": 0.3845240451217099, + "TN": 105748952, + "TP": 1943, + "n_pred": 2592, + "n_ref": 4404 + }, + "13": { + "Dice": 0.3943386760317921, + "FN": 58501, + "FP": 10310, + "IoU": 0.24559268517300356, + "TN": 105662793, + "TP": 22401, + "n_pred": 32711, + "n_ref": 80902 + }, + "14": { + "Dice": 0.9281509551355802, + "FN": 23857, + "FP": 2934, + "IoU": 0.8659343958765982, + "TN": 105554170, + "TP": 173044, + "n_pred": 175978, + "n_ref": 196901 + }, + "15": { + "Dice": 0.8021828103683493, + "FN": 6764, + "FP": 3676, + "IoU": 0.6697038724373576, + "TN": 105722397, + "TP": 21168, + "n_pred": 24844, + "n_ref": 27932 + }, + "2": { + "Dice": 0.9307144184071549, + "FN": 12609, + "FP": 8277, + "IoU": 0.870407713737924, + "TN": 105592838, + "TP": 140281, + "n_pred": 148558, + "n_ref": 152890 + }, + "3": { + "Dice": 0.9347745617634484, + "FN": 8576, + "FP": 14155, + "IoU": 0.8775368370013199, + "TN": 105568390, + "TP": 162884, + "n_pred": 177039, + "n_ref": 171460 + }, + "4": { + "Dice": 0.7110427419238897, + "FN": 16125, + "FP": 3974, + "IoU": 0.5516418309984831, + "TN": 105709177, + "TP": 24729, + "n_pred": 28703, + "n_ref": 40854 + }, + "5": { + "Dice": 0.7307608268146659, + "FN": 4004, + "FP": 2157, + "IoU": 0.5757471422669054, + "TN": 105739483, + "TP": 8361, + "n_pred": 10518, + "n_ref": 12365 + }, + "6": { + "Dice": 0.9323785473649403, + "FN": 53447, + "FP": 161687, + "IoU": 0.8733231662436922, + "TN": 104055715, + "TP": 1483156, + "n_pred": 1644843, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.7608638850194802, + "FN": 39793, + "FP": 103896, + "IoU": 0.6140276889851133, + "TN": 105381727, + "TP": 228589, + "n_pred": 332485, + "n_ref": 268382 + }, + "8": { + "Dice": 0.8862011338635979, + "FN": 4883, + "FP": 16635, + "IoU": 0.7956563440737681, + "TN": 105648702, + "TP": 83785, + "n_pred": 100420, + "n_ref": 88668 + }, + "9": { + "Dice": 0.8038140991612698, + "FN": 14238, + "FP": 15328, + "IoU": 0.67198091751262, + "TN": 105663870, + "TP": 60569, + "n_pred": 75897, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9473696913623701, + "FN": 17744, + "FP": 8423, + "IoU": 0.9000022929118452, + "TN": 96876204, + "TP": 235509, + "n_pred": 243932, + "n_ref": 253253 + }, + "10": { + "Dice": 0.8140456642296867, + "FN": 14812, + "FP": 29852, + "IoU": 0.6864055720163453, + "TN": 96995454, + "TP": 97762, + "n_pred": 127614, + "n_ref": 112574 + }, + "11": { + "Dice": 0.6909090909090909, + "FN": 1072, + "FP": 1155, + "IoU": 0.5277777777777778, + "TN": 97133164, + "TP": 2489, + "n_pred": 3644, + "n_ref": 3561 + }, + "12": { + "Dice": 0.7737913186683919, + "FN": 1229, + "FP": 694, + "IoU": 0.6310437452033768, + "TN": 97132668, + "TP": 3289, + "n_pred": 3983, + "n_ref": 4518 + }, + "13": { + "Dice": 0.7131790341353584, + "FN": 12520, + "FP": 17544, + "IoU": 0.5542177607093608, + "TN": 97070439, + "TP": 37377, + "n_pred": 54921, + "n_ref": 49897 + }, + "14": { + "Dice": 0.8745083058879402, + "FN": 52705, + "FP": 8070, + "IoU": 0.7770011191223145, + "TN": 96865345, + "TP": 211760, + "n_pred": 219830, + "n_ref": 264465 + }, + "15": { + "Dice": 0.7037539366911105, + "FN": 7065, + "FP": 5822, + "IoU": 0.5429169326807122, + "TN": 97109686, + "TP": 15307, + "n_pred": 21129, + "n_ref": 22372 + }, + "2": { + "Dice": 0.7836501679166961, + "FN": 10480, + "FP": 59933, + "IoU": 0.6442638024411931, + "TN": 96939944, + "TP": 127523, + "n_pred": 187456, + "n_ref": 138003 + }, + "3": { + "Dice": 0.7164156827626297, + "FN": 67264, + "FP": 4936, + "IoU": 0.5581368307027583, + "TN": 96974481, + "TP": 91199, + "n_pred": 96135, + "n_ref": 158463 + }, + "4": { + "Dice": 0.9047354359792724, + "FN": 2267, + "FP": 3046, + "IoU": 0.8260428262720189, + "TN": 97107338, + "TP": 25229, + "n_pred": 28275, + "n_ref": 27496 + }, + "5": { + "Dice": 0.7870437017994859, + "FN": 3152, + "FP": 3061, + "IoU": 0.648864021702272, + "TN": 97120186, + "TP": 11481, + "n_pred": 14542, + "n_ref": 14633 + }, + "6": { + "Dice": 0.8925854112167392, + "FN": 50043, + "FP": 299018, + "IoU": 0.806008355188314, + "TN": 95338519, + "TP": 1450300, + "n_pred": 1749318, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.9113295224945173, + "FN": 11362, + "FP": 35903, + "IoU": 0.8371031834928468, + "TN": 96847727, + "TP": 242888, + "n_pred": 278791, + "n_ref": 254250 + }, + "8": { + "Dice": 0.9242650684087267, + "FN": 8079, + "FP": 11583, + "IoU": 0.8591940646953932, + "TN": 96998241, + "TP": 119977, + "n_pred": 131560, + "n_ref": 128056 + }, + "9": { + "Dice": 0.8100614640310958, + "FN": 5121, + "FP": 24638, + "IoU": 0.6807590808642108, + "TN": 97044662, + "TP": 63459, + "n_pred": 88097, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9223302031011138, + "FN": 4575, + "FP": 23877, + "IoU": 0.8558560384221778, + "TN": 130569406, + "TP": 168934, + "n_pred": 192811, + "n_ref": 173509 + }, + "10": { + "Dice": 0.779135163320794, + "FN": 14491, + "FP": 21089, + "IoU": 0.6381829830074133, + "TN": 130668455, + "TP": 62757, + "n_pred": 83846, + "n_ref": 77248 + }, + "11": { + "Dice": 0.7234479220112878, + "FN": 1229, + "FP": 927, + "IoU": 0.5667202572347267, + "TN": 130761816, + "TP": 2820, + "n_pred": 3747, + "n_ref": 4049 + }, + "12": { + "Dice": 0.7530885679484949, + "FN": 1164, + "FP": 255, + "IoU": 0.6039631593636617, + "TN": 130763209, + "TP": 2164, + "n_pred": 2419, + "n_ref": 3328 + }, + "13": { + "Dice": 0.542223423991828, + "FN": 25272, + "FP": 35675, + "IoU": 0.37195235052863707, + "TN": 130669750, + "TP": 36095, + "n_pred": 71770, + "n_ref": 61367 + }, + "14": { + "Dice": 0.9546765978284941, + "FN": 6389, + "FP": 8142, + "IoU": 0.913283483221837, + "TN": 130599223, + "TP": 153038, + "n_pred": 161180, + "n_ref": 159427 + }, + "15": { + "Dice": 0.8306654170571697, + "FN": 6632, + "FP": 2402, + "IoU": 0.7103744549884585, + "TN": 130735600, + "TP": 22158, + "n_pred": 24560, + "n_ref": 28790 + }, + "2": { + "Dice": 0.8640268202482438, + "FN": 33861, + "FP": 7833, + "IoU": 0.7606049470613904, + "TN": 130592628, + "TP": 132470, + "n_pred": 140303, + "n_ref": 166331 + }, + "3": { + "Dice": 0.8837573947345901, + "FN": 5980, + "FP": 36129, + "IoU": 0.7917251953704619, + "TN": 130564612, + "TP": 160071, + "n_pred": 196200, + "n_ref": 166051 + }, + "4": { + "Dice": 0.6516740696502556, + "FN": 12477, + "FP": 6187, + "IoU": 0.4833208758962434, + "TN": 130730669, + "TP": 17459, + "n_pred": 23646, + "n_ref": 29936 + }, + "5": { + "Dice": 0.5374126906050172, + "FN": 17652, + "FP": 5859, + "IoU": 0.36743973310374517, + "TN": 130729624, + "TP": 13657, + "n_pred": 19516, + "n_ref": 31309 + }, + "6": { + "Dice": 0.9620140688082329, + "FN": 45492, + "FP": 56509, + "IoU": 0.9268083891114912, + "TN": 129373176, + "TP": 1291615, + "n_pred": 1348124, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.9138636972410362, + "FN": 27618, + "FP": 51167, + "IoU": 0.8413895152198422, + "TN": 130270072, + "TP": 417935, + "n_pred": 469102, + "n_ref": 445553 + }, + "8": { + "Dice": 0.8818465919991814, + "FN": 23380, + "FP": 32046, + "IoU": 0.7886633316047952, + "TN": 130504528, + "TP": 206838, + "n_pred": 238884, + "n_ref": 230218 + }, + "9": { + "Dice": 0.8622037066496977, + "FN": 15312, + "FP": 12406, + "IoU": 0.7577838947874339, + "TN": 130652357, + "TP": 86717, + "n_pred": 99123, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6491443005999369, + "FN": 46656, + "FP": 120018, + "IoU": 0.48054303719355984, + "TN": 71915146, + "TP": 154188, + "n_pred": 274206, + "n_ref": 200844 + }, + "10": { + "Dice": 0.3205268935236004, + "FN": 43975, + "FP": 35257, + "IoU": 0.19084967320261437, + "TN": 72138088, + "TP": 18688, + "n_pred": 53945, + "n_ref": 62663 + }, + "11": { + "Dice": 0.5388392857142857, + "FN": 1480, + "FP": 586, + "IoU": 0.36877482432019554, + "TN": 72232735, + "TP": 1207, + "n_pred": 1793, + "n_ref": 2687 + }, + "12": { + "Dice": 0.48703017469560617, + "FN": 2691, + "FP": 216, + "IoU": 0.3219034289713086, + "TN": 72231721, + "TP": 1380, + "n_pred": 1596, + "n_ref": 4071 + }, + "13": { + "Dice": 0.38022440525059215, + "FN": 50292, + "FP": 15385, + "IoU": 0.23473893944513707, + "TN": 72150185, + "TP": 20146, + "n_pred": 35531, + "n_ref": 70438 + }, + "14": { + "Dice": 0.4436435386604925, + "FN": 23930, + "FP": 101263, + "IoU": 0.2850526532197273, + "TN": 72060900, + "TP": 49915, + "n_pred": 151178, + "n_ref": 73845 + }, + "15": { + "Dice": 0.687469883036666, + "FN": 4776, + "FP": 16627, + "IoU": 0.5237745588856997, + "TN": 72191065, + "TP": 23540, + "n_pred": 40167, + "n_ref": 28316 + }, + "2": { + "Dice": 0.45391886249139113, + "FN": 85443, + "FP": 15256, + "IoU": 0.2935931701636607, + "TN": 72093457, + "TP": 41852, + "n_pred": 57108, + "n_ref": 127295 + }, + "3": { + "Dice": 0.7586712389728018, + "FN": 8845, + "FP": 92564, + "IoU": 0.6111767186840995, + "TN": 71975198, + "TP": 159401, + "n_pred": 251965, + "n_ref": 168246 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 12086, + "IoU": 0.0, + "TN": 72223922, + "TP": 0, + "n_pred": 12086, + "n_ref": 0 + }, + "5": { + "Dice": 0.8455419290686113, + "FN": 574, + "FP": 2222, + "IoU": 0.7324145851277635, + "TN": 72225559, + "TP": 7653, + "n_pred": 9875, + "n_ref": 8227 + }, + "6": { + "Dice": 0.7214924971293388, + "FN": 166536, + "FP": 872048, + "IoU": 0.5643240227447673, + "TN": 69852163, + "TP": 1345261, + "n_pred": 2217309, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.3354124621513123, + "FN": 209046, + "FP": 306971, + "IoU": 0.20149884252095224, + "TN": 71589776, + "TP": 130215, + "n_pred": 437186, + "n_ref": 339261 + }, + "8": { + "Dice": 0.9290350273454556, + "FN": 4812, + "FP": 4777, + "IoU": 0.8674747083863121, + "TN": 72163652, + "TP": 62767, + "n_pred": 67544, + "n_ref": 67579 + }, + "9": { + "Dice": 0.5727966449771936, + "FN": 23123, + "FP": 16401, + "IoU": 0.4013419972433014, + "TN": 72169987, + "TP": 26497, + "n_pred": 42898, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6704843496920914, + "FN": 7443, + "FP": 72713, + "IoU": 0.5043072261216412, + "TN": 52391415, + "TP": 81549, + "n_pred": 154262, + "n_ref": 88992 + }, + "10": { + "Dice": 0.28585494938305794, + "FN": 37894, + "FP": 8524, + "IoU": 0.1667624039635241, + "TN": 52497412, + "TP": 9290, + "n_pred": 17814, + "n_ref": 47184 + }, + "11": { + "Dice": 0.0, + "FN": 2042, + "FP": 0, + "IoU": 0.0, + "TN": 52551078, + "TP": 0, + "n_pred": 0, + "n_ref": 2042 + }, + "12": { + "Dice": 0.0, + "FN": 4066, + "FP": 993, + "IoU": 0.0, + "TN": 52548061, + "TP": 0, + "n_pred": 993, + "n_ref": 4066 + }, + "13": { + "Dice": 0.22892934037972207, + "FN": 18691, + "FP": 1006, + "IoU": 0.12926042173201893, + "TN": 52530499, + "TP": 2924, + "n_pred": 3930, + "n_ref": 21615 + }, + "14": { + "Dice": 0.4071939746441877, + "FN": 40645, + "FP": 3589, + "IoU": 0.2556456769764076, + "TN": 52493694, + "TP": 15192, + "n_pred": 18781, + "n_ref": 55837 + }, + "15": { + "Dice": 0.5090172340478751, + "FN": 15094, + "FP": 4535, + "IoU": 0.341397127902295, + "TN": 52523316, + "TP": 10175, + "n_pred": 14710, + "n_ref": 25269 + }, + "2": { + "Dice": 0.5095018415664808, + "FN": 87420, + "FP": 4337, + "IoU": 0.341833258017545, + "TN": 52413707, + "TP": 47656, + "n_pred": 51993, + "n_ref": 135076 + }, + "3": { + "Dice": 0.7401130111435764, + "FN": 18596, + "FP": 68837, + "IoU": 0.5874439673477091, + "TN": 52341190, + "TP": 124497, + "n_pred": 193334, + "n_ref": 143093 + }, + "4": { + "Dice": 0.0, + "FN": 1880, + "FP": 0, + "IoU": 0.0, + "TN": 52551240, + "TP": 0, + "n_pred": 0, + "n_ref": 1880 + }, + "5": { + "Dice": 0.6849681955138935, + "FN": 2190, + "FP": 1574, + "IoU": 0.5208757637474541, + "TN": 52545264, + "TP": 4092, + "n_pred": 5666, + "n_ref": 6282 + }, + "6": { + "Dice": 0.8866089271994214, + "FN": 124880, + "FP": 40855, + "IoU": 0.7963140255555323, + "TN": 51739441, + "TP": 647944, + "n_pred": 688799, + "n_ref": 772824 + }, + "7": { + "Dice": 0.3327900551352106, + "FN": 152533, + "FP": 9988, + "IoU": 0.19960896716112128, + "TN": 52350068, + "TP": 40531, + "n_pred": 50519, + "n_ref": 193064 + }, + "8": { + "Dice": 0.8564863171088364, + "FN": 14432, + "FP": 682, + "IoU": 0.7489952502740227, + "TN": 52492906, + "TP": 45100, + "n_pred": 45782, + "n_ref": 59532 + }, + "9": { + "Dice": 0.8338364453429129, + "FN": 17044, + "FP": 7286, + "IoU": 0.715025299850075, + "TN": 52467744, + "TP": 61046, + "n_pred": 68332, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9267873399824025, + "FN": 19386, + "FP": 23799, + "IoU": 0.8635635550247851, + "TN": 143820729, + "TP": 273336, + "n_pred": 297135, + "n_ref": 292722 + }, + "10": { + "Dice": 0.726670042273589, + "FN": 36568, + "FP": 9856, + "IoU": 0.5706847921579508, + "TN": 144029115, + "TP": 61711, + "n_pred": 71567, + "n_ref": 98279 + }, + "11": { + "Dice": 0.6094295692665891, + "FN": 3478, + "FP": 548, + "IoU": 0.43825868564252823, + "TN": 144130083, + "TP": 3141, + "n_pred": 3689, + "n_ref": 6619 + }, + "12": { + "Dice": 0.583875932283651, + "FN": 3180, + "FP": 335, + "IoU": 0.4123056345092794, + "TN": 144131269, + "TP": 2466, + "n_pred": 2801, + "n_ref": 5646 + }, + "13": { + "Dice": 0.735968140343802, + "FN": 31304, + "FP": 21072, + "IoU": 0.5822386000175477, + "TN": 144011877, + "TP": 72997, + "n_pred": 94069, + "n_ref": 104301 + }, + "14": { + "Dice": 0.9210988364985186, + "FN": 55982, + "FP": 4684, + "IoU": 0.8537379211911972, + "TN": 143722474, + "TP": 354110, + "n_pred": 358794, + "n_ref": 410092 + }, + "15": { + "Dice": 0.8246190618464296, + "FN": 1966, + "FP": 6839, + "IoU": 0.7015760040671073, + "TN": 144107745, + "TP": 20700, + "n_pred": 27539, + "n_ref": 22666 + }, + "2": { + "Dice": 0.7990436370626682, + "FN": 38278, + "FP": 11900, + "IoU": 0.6653394425658776, + "TN": 143987313, + "TP": 99759, + "n_pred": 111659, + "n_ref": 138037 + }, + "3": { + "Dice": 0.8739724707796378, + "FN": 10890, + "FP": 36208, + "IoU": 0.7761555096124142, + "TN": 143926845, + "TP": 163307, + "n_pred": 199515, + "n_ref": 174197 + }, + "4": { + "Dice": 0.9196825238356712, + "FN": 5110, + "FP": 2935, + "IoU": 0.8513076425468995, + "TN": 144083145, + "TP": 46060, + "n_pred": 48995, + "n_ref": 51170 + }, + "5": { + "Dice": 0.6574613337447449, + "FN": 15086, + "FP": 2676, + "IoU": 0.48971500804412776, + "TN": 144102442, + "TP": 17046, + "n_pred": 19722, + "n_ref": 32132 + }, + "6": { + "Dice": 0.8575272544344221, + "FN": 44308, + "FP": 392411, + "IoU": 0.750588806396345, + "TN": 142386250, + "TP": 1314281, + "n_pred": 1706692, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.9011371326322607, + "FN": 32005, + "FP": 15621, + "IoU": 0.8200633212685411, + "TN": 143872568, + "TP": 217056, + "n_pred": 232677, + "n_ref": 249061 + }, + "8": { + "Dice": 0.8068188682927736, + "FN": 55492, + "FP": 27652, + "IoU": 0.6761914405555187, + "TN": 143880481, + "TP": 173625, + "n_pred": 201277, + "n_ref": 229117 + }, + "9": { + "Dice": 0.8837966298482861, + "FN": 9205, + "FP": 13214, + "IoU": 0.7917881754183925, + "TN": 144029576, + "TP": 85255, + "n_pred": 98469, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8798727950824441, + "FN": 9823, + "FP": 45932, + "IoU": 0.7855114947834918, + "TN": 111518976, + "TP": 204189, + "n_pred": 250121, + "n_ref": 214012 + }, + "10": { + "Dice": 0.5991150784948595, + "FN": 22780, + "FP": 8297, + "IoU": 0.4276690178456325, + "TN": 111724621, + "TP": 23222, + "n_pred": 31519, + "n_ref": 46002 + }, + "11": { + "Dice": 0.6468013468013468, + "FN": 1874, + "FP": 224, + "IoU": 0.4779795969146554, + "TN": 111774901, + "TP": 1921, + "n_pred": 2145, + "n_ref": 3795 + }, + "12": { + "Dice": 0.6333333333333333, + "FN": 2209, + "FP": 629, + "IoU": 0.4634146341463415, + "TN": 111773631, + "TP": 2451, + "n_pred": 3080, + "n_ref": 4660 + }, + "13": { + "Dice": 0.5086304102697545, + "FN": 29487, + "FP": 15833, + "IoU": 0.34104920321042226, + "TN": 111710144, + "TP": 23456, + "n_pred": 39289, + "n_ref": 52943 + }, + "14": { + "Dice": 0.8522495436486631, + "FN": 4669, + "FP": 25603, + "IoU": 0.7425390588455422, + "TN": 111661341, + "TP": 87307, + "n_pred": 112910, + "n_ref": 91976 + }, + "15": { + "Dice": 0.7059982862039418, + "FN": 2493, + "FP": 4369, + "IoU": 0.5455930070856234, + "TN": 111763819, + "TP": 8239, + "n_pred": 12608, + "n_ref": 10732 + }, + "2": { + "Dice": 0.7542482455644958, + "FN": 79432, + "FP": 3247, + "IoU": 0.6054562980778407, + "TN": 111569364, + "TP": 126877, + "n_pred": 130124, + "n_ref": 206309 + }, + "3": { + "Dice": 0.6079098447799277, + "FN": 3400, + "FP": 74048, + "IoU": 0.43668855964563924, + "TN": 111641433, + "TP": 60039, + "n_pred": 134087, + "n_ref": 63439 + }, + "4": { + "Dice": 0.8513706862015681, + "FN": 3803, + "FP": 1391, + "IoU": 0.7412057797708022, + "TN": 111758850, + "TP": 14876, + "n_pred": 16267, + "n_ref": 18679 + }, + "5": { + "Dice": 0.4278573637019478, + "FN": 18113, + "FP": 4093, + "IoU": 0.2721492018748566, + "TN": 111748411, + "TP": 8303, + "n_pred": 12396, + "n_ref": 26416 + }, + "6": { + "Dice": 0.9523605155517699, + "FN": 78632, + "FP": 37033, + "IoU": 0.9090536674964657, + "TN": 110507126, + "TP": 1156129, + "n_pred": 1193162, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.8244601999592693, + "FN": 64313, + "FP": 9815, + "IoU": 0.7013460538985605, + "TN": 111530713, + "TP": 174079, + "n_pred": 183894, + "n_ref": 238392 + }, + "8": { + "Dice": 0.7905969460727639, + "FN": 72447, + "FP": 36042, + "IoU": 0.6537084088761779, + "TN": 111465632, + "TP": 204799, + "n_pred": 240841, + "n_ref": 277246 + }, + "9": { + "Dice": 0.8172317308527048, + "FN": 19150, + "FP": 8219, + "IoU": 0.6909483050656067, + "TN": 111690362, + "TP": 61189, + "n_pred": 69408, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.890858941651394, + "FN": 19092, + "FP": 16758, + "IoU": 0.8031971541814429, + "TN": 198905713, + "TP": 146312, + "n_pred": 163070, + "n_ref": 165404 + }, + "10": { + "Dice": 0.7487336174318565, + "FN": 16567, + "FP": 14683, + "IoU": 0.5983806708649274, + "TN": 199010065, + "TP": 46560, + "n_pred": 61243, + "n_ref": 63127 + }, + "11": { + "Dice": 0.745060699833373, + "FN": 1305, + "FP": 837, + "IoU": 0.5937025796661608, + "TN": 199082603, + "TP": 3130, + "n_pred": 3967, + "n_ref": 4435 + }, + "12": { + "Dice": 0.5963946607953764, + "FN": 1168, + "FP": 1765, + "IoU": 0.42490196078431375, + "TN": 199082775, + "TP": 2167, + "n_pred": 3932, + "n_ref": 3335 + }, + "13": { + "Dice": 0.24210760788125468, + "FN": 29616, + "FP": 7811, + "IoU": 0.13772606842529664, + "TN": 199044470, + "TP": 5978, + "n_pred": 13789, + "n_ref": 35594 + }, + "14": { + "Dice": 0.5174728787176653, + "FN": 25173, + "FP": 15436, + "IoU": 0.3490478327776353, + "TN": 199025491, + "TP": 21775, + "n_pred": 37211, + "n_ref": 46948 + }, + "15": { + "Dice": 0.5769884327976251, + "FN": 82200, + "FP": 448, + "IoU": 0.4054699526666379, + "TN": 198948861, + "TP": 56366, + "n_pred": 56814, + "n_ref": 138566 + }, + "2": { + "Dice": 0.8592351763376485, + "FN": 21222, + "FP": 14281, + "IoU": 0.7532097400927297, + "TN": 198944016, + "TP": 108356, + "n_pred": 122637, + "n_ref": 129578 + }, + "3": { + "Dice": 0.8953945289421981, + "FN": 8492, + "FP": 21962, + "IoU": 0.8106012077640196, + "TN": 198927082, + "TP": 130339, + "n_pred": 152301, + "n_ref": 138831 + }, + "4": { + "Dice": 0.5930999492643328, + "FN": 8937, + "FP": 2291, + "IoU": 0.42156509195816805, + "TN": 199068464, + "TP": 8183, + "n_pred": 10474, + "n_ref": 17120 + }, + "5": { + "Dice": 0.5014720985963711, + "FN": 12744, + "FP": 1818, + "IoU": 0.334643150872704, + "TN": 199065989, + "TP": 7324, + "n_pred": 9142, + "n_ref": 20068 + }, + "6": { + "Dice": 0.9421487105792955, + "FN": 59469, + "FP": 75071, + "IoU": 0.8906249110829467, + "TN": 197857796, + "TP": 1095539, + "n_pred": 1170610, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.7984661781534707, + "FN": 29885, + "FP": 33867, + "IoU": 0.6645390779981373, + "TN": 198897832, + "TP": 126291, + "n_pred": 160158, + "n_ref": 156176 + }, + "8": { + "Dice": 0.8858100242128607, + "FN": 18297, + "FP": 7500, + "IoU": 0.7950260220094554, + "TN": 198962020, + "TP": 100058, + "n_pred": 107558, + "n_ref": 118355 + }, + "9": { + "Dice": 0.8921145777747316, + "FN": 12286, + "FP": 9751, + "IoU": 0.8052408307556341, + "TN": 198974725, + "TP": 91113, + "n_pred": 100864, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8535487860673004, + "FN": 14605, + "FP": 43653, + "IoU": 0.7445138316347115, + "TN": 130847164, + "TP": 169770, + "n_pred": 213423, + "n_ref": 184375 + }, + "10": { + "Dice": 0.7134543983244478, + "FN": 22768, + "FP": 25390, + "IoU": 0.554550415776378, + "TN": 130967081, + "TP": 59953, + "n_pred": 85343, + "n_ref": 82721 + }, + "11": { + "Dice": 0.688792043803777, + "FN": 989, + "FP": 1796, + "IoU": 0.5253110618714846, + "TN": 131069325, + "TP": 3082, + "n_pred": 4878, + "n_ref": 4071 + }, + "12": { + "Dice": 0.6826651609260305, + "FN": 1008, + "FP": 2364, + "IoU": 0.5182168881268753, + "TN": 131068193, + "TP": 3627, + "n_pred": 5991, + "n_ref": 4635 + }, + "13": { + "Dice": 0.3803207764669048, + "FN": 63434, + "FP": 23652, + "IoU": 0.23481240664265002, + "TN": 130961382, + "TP": 26724, + "n_pred": 50376, + "n_ref": 90158 + }, + "14": { + "Dice": 0.5908167266764108, + "FN": 6894, + "FP": 61974, + "IoU": 0.41926180778668826, + "TN": 130956605, + "TP": 49719, + "n_pred": 111693, + "n_ref": 56613 + }, + "15": { + "Dice": 0.6620969510857644, + "FN": 3431, + "FP": 21217, + "IoU": 0.49487662923190423, + "TN": 131026396, + "TP": 24148, + "n_pred": 45365, + "n_ref": 27579 + }, + "2": { + "Dice": 0.7555680714154969, + "FN": 26103, + "FP": 60696, + "IoU": 0.6071590209638292, + "TN": 130854240, + "TP": 134153, + "n_pred": 194849, + "n_ref": 160256 + }, + "3": { + "Dice": 0.8986836967338044, + "FN": 11706, + "FP": 28511, + "IoU": 0.8160087107296609, + "TN": 130856611, + "TP": 178364, + "n_pred": 206875, + "n_ref": 190070 + }, + "4": { + "Dice": 0.8025248831367062, + "FN": 22606, + "FP": 2234, + "IoU": 0.6701808428711793, + "TN": 130999878, + "TP": 50474, + "n_pred": 52708, + "n_ref": 73080 + }, + "5": { + "Dice": 0.6898436095631854, + "FN": 5105, + "FP": 3522, + "IoU": 0.5265353163931727, + "TN": 131056971, + "TP": 9594, + "n_pred": 13116, + "n_ref": 14699 + }, + "6": { + "Dice": 0.7993455615682235, + "FN": 39631, + "FP": 677458, + "IoU": 0.6657582198357431, + "TN": 128929772, + "TP": 1428331, + "n_pred": 2105789, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.6143128126601493, + "FN": 179014, + "FP": 572074, + "IoU": 0.4433271940974397, + "TN": 129725947, + "TP": 598157, + "n_pred": 1170231, + "n_ref": 777171 + }, + "8": { + "Dice": 0.9227669368713092, + "FN": 9115, + "FP": 10817, + "IoU": 0.8566084429225058, + "TN": 130936188, + "TP": 119072, + "n_pred": 129889, + "n_ref": 128187 + }, + "9": { + "Dice": 0.6867056917453003, + "FN": 23370, + "FP": 15111, + "IoU": 0.522887891487093, + "TN": 130994538, + "TP": 42173, + "n_pred": 57284, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7904701774670815, + "FN": 7706, + "FP": 102474, + "IoU": 0.653535086726287, + "TN": 101299188, + "TP": 207832, + "n_pred": 310306, + "n_ref": 215538 + }, + "10": { + "Dice": 0.8033403018152324, + "FN": 10662, + "FP": 6553, + "IoU": 0.6713189246983351, + "TN": 101564824, + "TP": 35161, + "n_pred": 41714, + "n_ref": 45823 + }, + "11": { + "Dice": 0.7846548455447753, + "FN": 1441, + "FP": 490, + "IoU": 0.6456230501009359, + "TN": 101611751, + "TP": 3518, + "n_pred": 4008, + "n_ref": 4959 + }, + "12": { + "Dice": 0.7522915757311218, + "FN": 2043, + "FP": 227, + "IoU": 0.6029386041630226, + "TN": 101611483, + "TP": 3447, + "n_pred": 3674, + "n_ref": 5490 + }, + "13": { + "Dice": 0.7877517683500023, + "FN": 8966, + "FP": 18580, + "IoU": 0.6498271127834842, + "TN": 101538536, + "TP": 51118, + "n_pred": 69698, + "n_ref": 60084 + }, + "14": { + "Dice": 0.9167416336811803, + "FN": 627, + "FP": 10479, + "IoU": 0.8462816094340406, + "TN": 101544951, + "TP": 61143, + "n_pred": 71622, + "n_ref": 61770 + }, + "15": { + "Dice": 0.7830512828746669, + "FN": 8881, + "FP": 4631, + "IoU": 0.6434546270153311, + "TN": 101579303, + "TP": 24385, + "n_pred": 29016, + "n_ref": 33266 + }, + "2": { + "Dice": 0.8018487963352019, + "FN": 54980, + "FP": 3025, + "IoU": 0.6692384015327768, + "TN": 101441832, + "TP": 117363, + "n_pred": 120388, + "n_ref": 172343 + }, + "3": { + "Dice": 0.8576739137113539, + "FN": 5472, + "FP": 50120, + "IoU": 0.7508135584103561, + "TN": 101394106, + "TP": 167502, + "n_pred": 217622, + "n_ref": 172974 + }, + "4": { + "Dice": 0.5123272879966407, + "FN": 3402, + "FP": 20987, + "IoU": 0.3443817204301075, + "TN": 101580000, + "TP": 12811, + "n_pred": 33798, + "n_ref": 16213 + }, + "5": { + "Dice": 0.6186063970602762, + "FN": 14715, + "FP": 4590, + "IoU": 0.44781327765224105, + "TN": 101582239, + "TP": 15656, + "n_pred": 20246, + "n_ref": 30371 + }, + "6": { + "Dice": 0.8791405562373454, + "FN": 198753, + "FP": 168290, + "IoU": 0.7843450498004692, + "TN": 99915208, + "TP": 1334949, + "n_pred": 1503239, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.8662974014984981, + "FN": 33156, + "FP": 88671, + "IoU": 0.7641310892676325, + "TN": 101100697, + "TP": 394676, + "n_pred": 483347, + "n_ref": 427832 + }, + "8": { + "Dice": 0.7768457567120731, + "FN": 78764, + "FP": 9240, + "IoU": 0.6351167573305029, + "TN": 101376016, + "TP": 153180, + "n_pred": 162420, + "n_ref": 231944 + }, + "9": { + "Dice": 0.8394708659884146, + "FN": 12017, + "FP": 14365, + "IoU": 0.7233518240827155, + "TN": 101521837, + "TP": 68981, + "n_pred": 83346, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.911544126196659, + "FN": 23439, + "FP": 13077, + "IoU": 0.837465393072383, + "TN": 118957546, + "TP": 188150, + "n_pred": 201227, + "n_ref": 211589 + }, + "10": { + "Dice": 0.7795070822277665, + "FN": 21698, + "FP": 11708, + "IoU": 0.6386821839577745, + "TN": 119089756, + "TP": 59050, + "n_pred": 70758, + "n_ref": 80748 + }, + "11": { + "Dice": 0.5508186091749068, + "FN": 2339, + "FP": 432, + "IoU": 0.380089485458613, + "TN": 119177742, + "TP": 1699, + "n_pred": 2131, + "n_ref": 4038 + }, + "12": { + "Dice": 0.396742671009772, + "FN": 2917, + "FP": 787, + "IoU": 0.24746038195855344, + "TN": 119177290, + "TP": 1218, + "n_pred": 2005, + "n_ref": 4135 + }, + "13": { + "Dice": 0.5550861133116216, + "FN": 14156, + "FP": 16172, + "IoU": 0.38416553292586353, + "TN": 119132965, + "TP": 18919, + "n_pred": 35091, + "n_ref": 33075 + }, + "14": { + "Dice": 0.1408391579035745, + "FN": 59157, + "FP": 22709, + "IoU": 0.07575415462427745, + "TN": 119093636, + "TP": 6710, + "n_pred": 29419, + "n_ref": 65867 + }, + "15": { + "Dice": 0.35150651304588826, + "FN": 16281, + "FP": 98, + "IoU": 0.213228936497262, + "TN": 119161394, + "TP": 4439, + "n_pred": 4537, + "n_ref": 20720 + }, + "2": { + "Dice": 0.8487995069019394, + "FN": 45449, + "FP": 7292, + "IoU": 0.7373168375021167, + "TN": 118981434, + "TP": 148037, + "n_pred": 155329, + "n_ref": 193486 + }, + "3": { + "Dice": 0.8834911586247451, + "FN": 15208, + "FP": 32739, + "IoU": 0.7912979511532652, + "TN": 118952473, + "TP": 181792, + "n_pred": 214531, + "n_ref": 197000 + }, + "4": { + "Dice": 0.6482287228436789, + "FN": 21809, + "FP": 1556, + "IoU": 0.4795402401265231, + "TN": 119137319, + "TP": 21528, + "n_pred": 23084, + "n_ref": 43337 + }, + "5": { + "Dice": 0.7873702083197284, + "FN": 5665, + "FP": 847, + "IoU": 0.6493079864289946, + "TN": 119163643, + "TP": 12057, + "n_pred": 12904, + "n_ref": 17722 + }, + "6": { + "Dice": 0.9240933196670199, + "FN": 60622, + "FP": 215093, + "IoU": 0.858897278508415, + "TN": 117228210, + "TP": 1678287, + "n_pred": 1893380, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.7947688726250691, + "FN": 55570, + "FP": 69441, + "IoU": 0.6594327466102918, + "TN": 118815145, + "TP": 242056, + "n_pred": 311497, + "n_ref": 297626 + }, + "8": { + "Dice": 0.9442432137921798, + "FN": 4610, + "FP": 4549, + "IoU": 0.8943756991454569, + "TN": 119095499, + "TP": 77554, + "n_pred": 82103, + "n_ref": 82164 + }, + "9": { + "Dice": 0.8407665482766845, + "FN": 20304, + "FP": 4399, + "IoU": 0.725278024911032, + "TN": 119092292, + "TP": 65217, + "n_pred": 69616, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 88547, + "IoU": 0.0, + "TN": 61243933, + "TP": 0, + "n_pred": 88547, + "n_ref": 0 + }, + "10": { + "Dice": 0.6779080128864213, + "FN": 9703, + "FP": 13792, + "IoU": 0.5127540439651597, + "TN": 61284260, + "TP": 24725, + "n_pred": 38517, + "n_ref": 34428 + }, + "11": { + "Dice": 0.785899814471243, + "FN": 687, + "FP": 1044, + "IoU": 0.6473105134474327, + "TN": 61327572, + "TP": 3177, + "n_pred": 4221, + "n_ref": 3864 + }, + "12": { + "Dice": 0.15221914008321774, + "FN": 4411, + "FP": 479, + "IoU": 0.08237943328954776, + "TN": 61327151, + "TP": 439, + "n_pred": 918, + "n_ref": 4850 + }, + "13": { + "Dice": 0.40750959312466306, + "FN": 33421, + "FP": 22628, + "IoU": 0.2558945356061813, + "TN": 61257156, + "TP": 19275, + "n_pred": 41903, + "n_ref": 52696 + }, + "14": { + "Dice": 0.8875640785323673, + "FN": 52766, + "FP": 2418, + "IoU": 0.7978563631435123, + "TN": 61059486, + "TP": 217810, + "n_pred": 220228, + "n_ref": 270576 + }, + "15": { + "Dice": 0.5245685245685245, + "FN": 58488, + "FP": 13547, + "IoU": 0.3555356743457839, + "TN": 61220705, + "TP": 39740, + "n_pred": 53287, + "n_ref": 98228 + }, + "2": { + "Dice": 0.6486446409668132, + "FN": 82204, + "FP": 3097, + "IoU": 0.47999561079987074, + "TN": 61168441, + "TP": 78738, + "n_pred": 81835, + "n_ref": 160942 + }, + "3": { + "Dice": 0.7318875126306921, + "FN": 6598, + "FP": 82821, + "IoU": 0.5771471536795513, + "TN": 61121014, + "TP": 122047, + "n_pred": 204868, + "n_ref": 128645 + }, + "4": { + "Dice": 0.8681091546532012, + "FN": 9009, + "FP": 1073, + "IoU": 0.7669548333410383, + "TN": 61289218, + "TP": 33180, + "n_pred": 34253, + "n_ref": 42189 + }, + "5": { + "Dice": 0.7144538752245834, + "FN": 2806, + "FP": 1803, + "IoU": 0.5557590361445783, + "TN": 61322105, + "TP": 5766, + "n_pred": 7569, + "n_ref": 8572 + }, + "6": { + "Dice": 0.902137879410703, + "FN": 35249, + "FP": 218772, + "IoU": 0.8217223843431856, + "TN": 59907618, + "TP": 1170841, + "n_pred": 1389613, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.2379215826480753, + "FN": 174281, + "FP": 17557, + "IoU": 0.135023265880316, + "TN": 61110696, + "TP": 29946, + "n_pred": 47503, + "n_ref": 204227 + }, + "8": { + "Dice": 0.933910174608609, + "FN": 7199, + "FP": 3418, + "IoU": 0.8760145274491714, + "TN": 61246849, + "TP": 75014, + "n_pred": 78432, + "n_ref": 82213 + }, + "9": { + "Dice": 0.8255668757272185, + "FN": 5193, + "FP": 19393, + "IoU": 0.7029492430558073, + "TN": 61249713, + "TP": 58181, + "n_pred": 77574, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9595735076481781, + "FN": 9222, + "FP": 4928, + "IoU": 0.9222886140462644, + "TN": 148925416, + "TP": 167934, + "n_pred": 172862, + "n_ref": 177156 + }, + "10": { + "Dice": 0.7321177580530258, + "FN": 15766, + "FP": 25973, + "IoU": 0.5774335611237661, + "TN": 149008725, + "TP": 57036, + "n_pred": 83009, + "n_ref": 72802 + }, + "11": { + "Dice": 0.7855530474040632, + "FN": 690, + "FP": 355, + "IoU": 0.6468401486988847, + "TN": 149104541, + "TP": 1914, + "n_pred": 2269, + "n_ref": 2604 + }, + "12": { + "Dice": 0.5307869608165954, + "FN": 1291, + "FP": 134, + "IoU": 0.3612729717615419, + "TN": 149105269, + "TP": 806, + "n_pred": 940, + "n_ref": 2097 + }, + "13": { + "Dice": 0.38584805653710247, + "FN": 62528, + "FP": 6994, + "IoU": 0.23904072853843544, + "TN": 149016139, + "TP": 21839, + "n_pred": 28833, + "n_ref": 84367 + }, + "14": { + "Dice": 0.876572660705313, + "FN": 3223, + "FP": 22078, + "IoU": 0.7802664489682485, + "TN": 148992356, + "TP": 89843, + "n_pred": 111921, + "n_ref": 93066 + }, + "15": { + "Dice": 0.7777760154800235, + "FN": 13524, + "FP": 487, + "IoU": 0.6363612769270698, + "TN": 149068970, + "TP": 24519, + "n_pred": 25006, + "n_ref": 38043 + }, + "2": { + "Dice": 0.726663280853225, + "FN": 56848, + "FP": 18500, + "IoU": 0.5706764518187619, + "TN": 148931996, + "TP": 100156, + "n_pred": 118656, + "n_ref": 157004 + }, + "3": { + "Dice": 0.3591682419659735, + "FN": 34151, + "FP": 58396, + "IoU": 0.21889400921658986, + "TN": 148989018, + "TP": 25935, + "n_pred": 84331, + "n_ref": 60086 + }, + "4": { + "Dice": 0.8815660685154976, + "FN": 4217, + "FP": 1591, + "IoU": 0.7882147024504084, + "TN": 149080076, + "TP": 21616, + "n_pred": 23207, + "n_ref": 25833 + }, + "5": { + "Dice": 0.18200780873936995, + "FN": 30313, + "FP": 275, + "IoU": 0.10011473625371421, + "TN": 149073509, + "TP": 3403, + "n_pred": 3678, + "n_ref": 33716 + }, + "6": { + "Dice": 0.9652524263099312, + "FN": 39830, + "FP": 36935, + "IoU": 0.932838550051094, + "TN": 147964508, + "TP": 1066227, + "n_pred": 1103162, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.8492909280712715, + "FN": 66455, + "FP": 7606, + "IoU": 0.7380587750540251, + "TN": 148824761, + "TP": 208678, + "n_pred": 216284, + "n_ref": 275133 + }, + "8": { + "Dice": 0.8730469464671229, + "FN": 38191, + "FP": 17321, + "IoU": 0.7746968196503077, + "TN": 148861112, + "TP": 190876, + "n_pred": 208197, + "n_ref": 229067 + }, + "9": { + "Dice": 0.8569866111203279, + "FN": 17751, + "FP": 5524, + "IoU": 0.7497607809828944, + "TN": 149014489, + "TP": 69736, + "n_pred": 75260, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3875776618163318, + "FN": 362361, + "FP": 120346, + "IoU": 0.24036981666535526, + "TN": 100077350, + "TP": 152743, + "n_pred": 273089, + "n_ref": 515104 + }, + "10": { + "Dice": 0.40825927861996864, + "FN": 22070, + "FP": 25474, + "IoU": 0.25648604269293923, + "TN": 100648855, + "TP": 16401, + "n_pred": 41875, + "n_ref": 38471 + }, + "11": { + "Dice": 0.04791408508880628, + "FN": 3365, + "FP": 1245, + "IoU": 0.02454506982649175, + "TN": 100708074, + "TP": 116, + "n_pred": 1361, + "n_ref": 3481 + }, + "12": { + "Dice": 0.4930957158031394, + "FN": 3784, + "FP": 511, + "IoU": 0.32722431077694236, + "TN": 100706416, + "TP": 2089, + "n_pred": 2600, + "n_ref": 5873 + }, + "13": { + "Dice": 0.0371349127927017, + "FN": 38347, + "FP": 3554, + "IoU": 0.01891872907349739, + "TN": 100670091, + "TP": 808, + "n_pred": 4362, + "n_ref": 39155 + }, + "14": { + "Dice": 0.39498412013341905, + "FN": 111797, + "FP": 17170, + "IoU": 0.24609359015578874, + "TN": 100541735, + "TP": 42098, + "n_pred": 59268, + "n_ref": 153895 + }, + "15": { + "Dice": 0.7609093783369425, + "FN": 31490, + "FP": 8589, + "IoU": 0.6140869481488614, + "TN": 100608945, + "TP": 63776, + "n_pred": 72365, + "n_ref": 95266 + }, + "2": { + "Dice": 0.10603509589690631, + "FN": 219962, + "FP": 2511, + "IoU": 0.05598577654062724, + "TN": 100477133, + "TP": 13194, + "n_pred": 15705, + "n_ref": 233156 + }, + "3": { + "Dice": 0.6309081468614882, + "FN": 21632, + "FP": 215081, + "IoU": 0.46082236587354736, + "TN": 100273774, + "TP": 202313, + "n_pred": 417394, + "n_ref": 223945 + }, + "4": { + "Dice": 0.002503460666215062, + "FN": 57567, + "FP": 10169, + "IoU": 0.001253299125639551, + "TN": 100644979, + "TP": 85, + "n_pred": 10254, + "n_ref": 57652 + }, + "5": { + "Dice": 0.25795984587304804, + "FN": 13929, + "FP": 707, + "IoU": 0.1480791618160652, + "TN": 100695620, + "TP": 2544, + "n_pred": 3251, + "n_ref": 16473 + }, + "6": { + "Dice": 0.4089718947403482, + "FN": 1384338, + "FP": 620807, + "IoU": 0.25704881855220585, + "TN": 98013908, + "TP": 693747, + "n_pred": 1314554, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.459743225074078, + "FN": 65784, + "FP": 184551, + "IoU": 0.29848479328791727, + "TN": 100355951, + "TP": 106514, + "n_pred": 291065, + "n_ref": 172298 + }, + "8": { + "Dice": 0.903867193074252, + "FN": 10990, + "FP": 9220, + "IoU": 0.8245964242319042, + "TN": 100597580, + "TP": 95010, + "n_pred": 104230, + "n_ref": 106000 + }, + "9": { + "Dice": 0.7333523225485761, + "FN": 36202, + "FP": 11541, + "IoU": 0.578971039542841, + "TN": 100599404, + "TP": 65653, + "n_pred": 77194, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8509995668923386, + "FN": 3169, + "FP": 22977, + "IoU": 0.7406433821705964, + "TN": 78849889, + "TP": 74665, + "n_pred": 97642, + "n_ref": 77834 + }, + "10": { + "Dice": 0.38701696512723843, + "FN": 29089, + "FP": 2129, + "IoU": 0.23993864582572494, + "TN": 78909627, + "TP": 9855, + "n_pred": 11984, + "n_ref": 38944 + }, + "11": { + "Dice": 0.199867197875166, + "FN": 1067, + "FP": 1343, + "IoU": 0.11102914053854666, + "TN": 78947989, + "TP": 301, + "n_pred": 1644, + "n_ref": 1368 + }, + "12": { + "Dice": 0.2056786703601108, + "FN": 2263, + "FP": 31, + "IoU": 0.1146275569278271, + "TN": 78948109, + "TP": 297, + "n_pred": 328, + "n_ref": 2560 + }, + "13": { + "Dice": 0.2047622624502366, + "FN": 52590, + "FP": 345, + "IoU": 0.11405857740585774, + "TN": 78890950, + "TP": 6815, + "n_pred": 7160, + "n_ref": 59405 + }, + "14": { + "Dice": 0.48932887185977564, + "FN": 13157, + "FP": 16298, + "IoU": 0.3239148897101017, + "TN": 78907133, + "TP": 14112, + "n_pred": 30410, + "n_ref": 27269 + }, + "15": { + "Dice": 0.8489053757127735, + "FN": 11405, + "FP": 5580, + "IoU": 0.7374766225134856, + "TN": 78886001, + "TP": 47714, + "n_pred": 53294, + "n_ref": 59119 + }, + "2": { + "Dice": 0.7773871095484381, + "FN": 35339, + "FP": 1763, + "IoU": 0.635840760080091, + "TN": 78848816, + "TP": 64782, + "n_pred": 66545, + "n_ref": 100121 + }, + "3": { + "Dice": 0.875477865961683, + "FN": 4868, + "FP": 17835, + "IoU": 0.7785332448884034, + "TN": 78848188, + "TP": 79809, + "n_pred": 97644, + "n_ref": 84677 + }, + "4": { + "Dice": 0.8716319423229669, + "FN": 2862, + "FP": 1340, + "IoU": 0.7724713017110678, + "TN": 78932232, + "TP": 14266, + "n_pred": 15606, + "n_ref": 17128 + }, + "5": { + "Dice": 0.24585641985080714, + "FN": 29673, + "FP": 1768, + "IoU": 0.14015752338237708, + "TN": 78914134, + "TP": 5125, + "n_pred": 6893, + "n_ref": 34798 + }, + "6": { + "Dice": 0.9246394579297232, + "FN": 77323, + "FP": 25332, + "IoU": 0.8598413478605171, + "TN": 78218280, + "TP": 629765, + "n_pred": 655097, + "n_ref": 707088 + }, + "7": { + "Dice": 0.24393887151636484, + "FN": 618882, + "FP": 14825, + "IoU": 0.13891251708703722, + "TN": 78214762, + "TP": 102231, + "n_pred": 117056, + "n_ref": 721113 + }, + "8": { + "Dice": 0.6246347298449516, + "FN": 180195, + "FP": 1183, + "IoU": 0.45415915567981074, + "TN": 78618409, + "TP": 150913, + "n_pred": 152096, + "n_ref": 331108 + }, + "9": { + "Dice": 0.7241846500688265, + "FN": 23641, + "FP": 1806, + "IoU": 0.5676249702654025, + "TN": 78891846, + "TP": 33407, + "n_pred": 35213, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9236955007974124, + "FN": 4274, + "FP": 19505, + "IoU": 0.8582102011854078, + "TN": 104836734, + "TP": 143927, + "n_pred": 163432, + "n_ref": 148201 + }, + "10": { + "Dice": 0.7482911660777385, + "FN": 21057, + "FP": 23464, + "IoU": 0.597815678693382, + "TN": 104893742, + "TP": 66177, + "n_pred": 89641, + "n_ref": 87234 + }, + "11": { + "Dice": 0.8620563483351629, + "FN": 797, + "FP": 334, + "IoU": 0.757556270096463, + "TN": 104999775, + "TP": 3534, + "n_pred": 3868, + "n_ref": 4331 + }, + "12": { + "Dice": 0.6541649399088272, + "FN": 1676, + "FP": 1662, + "IoU": 0.48606620477290224, + "TN": 104997945, + "TP": 3157, + "n_pred": 4819, + "n_ref": 4833 + }, + "13": { + "Dice": 0.7128849891054708, + "FN": 29396, + "FP": 9608, + "IoU": 0.5538626953080319, + "TN": 104917014, + "TP": 48422, + "n_pred": 58030, + "n_ref": 77818 + }, + "14": { + "Dice": 0.944898337811188, + "FN": 1326, + "FP": 6693, + "IoU": 0.8955519374796483, + "TN": 104927665, + "TP": 68756, + "n_pred": 75449, + "n_ref": 70082 + }, + "15": { + "Dice": 0.8893186258065789, + "FN": 1826, + "FP": 3783, + "IoU": 0.8006964431652631, + "TN": 104976297, + "TP": 22534, + "n_pred": 26317, + "n_ref": 24360 + }, + "2": { + "Dice": 0.8168315083576503, + "FN": 43524, + "FP": 13535, + "IoU": 0.6903763192880592, + "TN": 104820155, + "TP": 127226, + "n_pred": 140761, + "n_ref": 170750 + }, + "3": { + "Dice": 0.8696324516161523, + "FN": 6766, + "FP": 37241, + "IoU": 0.7693360030191211, + "TN": 104813656, + "TP": 146777, + "n_pred": 184018, + "n_ref": 153543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 4076, + "IoU": 0.0, + "TN": 105000364, + "TP": 0, + "n_pred": 4076, + "n_ref": 0 + }, + "5": { + "Dice": 0.5994622180760577, + "FN": 13694, + "FP": 8203, + "IoU": 0.4280228822192618, + "TN": 104966157, + "TP": 16386, + "n_pred": 24589, + "n_ref": 30080 + }, + "6": { + "Dice": 0.8941921485028761, + "FN": 37473, + "FP": 246135, + "IoU": 0.8086324828425236, + "TN": 103522433, + "TP": 1198399, + "n_pred": 1444534, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.8119679083309149, + "FN": 13258, + "FP": 87169, + "IoU": 0.6834562079801804, + "TN": 104687179, + "TP": 216834, + "n_pred": 304003, + "n_ref": 230092 + }, + "8": { + "Dice": 0.7884597689061822, + "FN": 126256, + "FP": 2484, + "IoU": 0.6507912396721116, + "TN": 104635778, + "TP": 239922, + "n_pred": 242406, + "n_ref": 366178 + }, + "9": { + "Dice": 0.8763484972802139, + "FN": 7040, + "FP": 17374, + "IoU": 0.7799112938122025, + "TN": 104893512, + "TP": 86514, + "n_pred": 103888, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7746811785400176, + "FN": 136260, + "FP": 27700, + "IoU": 0.6322282535552465, + "TN": 177230468, + "TP": 281860, + "n_pred": 309560, + "n_ref": 418120 + }, + "10": { + "Dice": 0.6043042287903574, + "FN": 36314, + "FP": 10369, + "IoU": 0.4329770436050043, + "TN": 177593958, + "TP": 35647, + "n_pred": 46016, + "n_ref": 71961 + }, + "11": { + "Dice": 0.7376272791854133, + "FN": 1628, + "FP": 588, + "IoU": 0.5843181391858938, + "TN": 177670957, + "TP": 3115, + "n_pred": 3703, + "n_ref": 4743 + }, + "12": { + "Dice": 0.711983032873807, + "FN": 1841, + "FP": 875, + "IoU": 0.5527745759920961, + "TN": 177670215, + "TP": 3357, + "n_pred": 4232, + "n_ref": 5198 + }, + "13": { + "Dice": 0.7828143749956648, + "FN": 20655, + "FP": 10656, + "IoU": 0.6431347519347155, + "TN": 177588549, + "TP": 56428, + "n_pred": 67084, + "n_ref": 77083 + }, + "14": { + "Dice": 0.9474924742202011, + "FN": 2279, + "FP": 5919, + "IoU": 0.9002239423591841, + "TN": 177594124, + "TP": 73966, + "n_pred": 79885, + "n_ref": 76245 + }, + "15": { + "Dice": 0.7558558900573251, + "FN": 3259, + "FP": 9603, + "IoU": 0.6075308189918223, + "TN": 177643516, + "TP": 19910, + "n_pred": 29513, + "n_ref": 23169 + }, + "2": { + "Dice": 0.8187397033639356, + "FN": 38190, + "FP": 39817, + "IoU": 0.6931069347674707, + "TN": 177422105, + "TP": 176176, + "n_pred": 215993, + "n_ref": 214366 + }, + "3": { + "Dice": 0.8060795963620528, + "FN": 46004, + "FP": 31480, + "IoU": 0.6751535478461377, + "TN": 177437763, + "TP": 161041, + "n_pred": 192521, + "n_ref": 207045 + }, + "4": { + "Dice": 0.708761152552289, + "FN": 10204, + "FP": 9708, + "IoU": 0.5489001155388414, + "TN": 177632147, + "TP": 24229, + "n_pred": 33937, + "n_ref": 34433 + }, + "5": { + "Dice": 0.682046665166179, + "FN": 12999, + "FP": 3953, + "IoU": 0.5175044116809928, + "TN": 177641154, + "TP": 18182, + "n_pred": 22135, + "n_ref": 31181 + }, + "6": { + "Dice": 0.8529697274375597, + "FN": 183504, + "FP": 375698, + "IoU": 0.7436331436414875, + "TN": 175495031, + "TP": 1622055, + "n_pred": 1997753, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.7861141442524886, + "FN": 27300, + "FP": 158197, + "IoU": 0.6476013708623363, + "TN": 177149904, + "TP": 340887, + "n_pred": 499084, + "n_ref": 368187 + }, + "8": { + "Dice": 0.8119814349747274, + "FN": 46190, + "FP": 24784, + "IoU": 0.6834753756204595, + "TN": 177452059, + "TP": 153255, + "n_pred": 178039, + "n_ref": 199445 + }, + "9": { + "Dice": 0.9125128592257081, + "FN": 11928, + "FP": 11714, + "IoU": 0.8391022063727559, + "TN": 177529350, + "TP": 123296, + "n_pred": 135010, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9365400129815866, + "FN": 8867, + "FP": 15282, + "IoU": 0.8806537381884316, + "TN": 193803191, + "TP": 178195, + "n_pred": 193477, + "n_ref": 187062 + }, + "10": { + "Dice": 0.8646998866200167, + "FN": 11543, + "FP": 12085, + "IoU": 0.7616487274414664, + "TN": 193906404, + "TP": 75503, + "n_pred": 87588, + "n_ref": 87046 + }, + "11": { + "Dice": 0.5967113803548247, + "FN": 1733, + "FP": 131, + "IoU": 0.4252235584335492, + "TN": 194002292, + "TP": 1379, + "n_pred": 1510, + "n_ref": 3112 + }, + "12": { + "Dice": 0.7070584671311724, + "FN": 1616, + "FP": 318, + "IoU": 0.5468603561387066, + "TN": 194001267, + "TP": 2334, + "n_pred": 2652, + "n_ref": 3950 + }, + "13": { + "Dice": 0.6849083767307111, + "FN": 28342, + "FP": 7114, + "IoU": 0.5208065845846116, + "TN": 193931544, + "TP": 38535, + "n_pred": 45649, + "n_ref": 66877 + }, + "14": { + "Dice": 0.8762012833186128, + "FN": 1003, + "FP": 20162, + "IoU": 0.7796781312458361, + "TN": 193909471, + "TP": 74899, + "n_pred": 95061, + "n_ref": 75902 + }, + "15": { + "Dice": 0.816580218207834, + "FN": 2704, + "FP": 5500, + "IoU": 0.6900173807904482, + "TN": 193979069, + "TP": 18262, + "n_pred": 23762, + "n_ref": 20966 + }, + "2": { + "Dice": 0.9411068450993882, + "FN": 11683, + "FP": 4239, + "IoU": 0.8887646886221688, + "TN": 193862397, + "TP": 127216, + "n_pred": 131455, + "n_ref": 138899 + }, + "3": { + "Dice": 0.9389784139058486, + "FN": 7907, + "FP": 8554, + "IoU": 0.884975787686309, + "TN": 193862426, + "TP": 126648, + "n_pred": 135202, + "n_ref": 134555 + }, + "4": { + "Dice": 0.8556794536627007, + "FN": 4991, + "FP": 419, + "IoU": 0.7477620290936218, + "TN": 193984087, + "TP": 16038, + "n_pred": 16457, + "n_ref": 21029 + }, + "5": { + "Dice": 0.4299219469627188, + "FN": 18402, + "FP": 5116, + "IoU": 0.2738220218612981, + "TN": 193973149, + "TP": 8868, + "n_pred": 13984, + "n_ref": 27270 + }, + "6": { + "Dice": 0.9387844599179522, + "FN": 51523, + "FP": 122407, + "IoU": 0.8846312784350766, + "TN": 192497934, + "TP": 1333671, + "n_pred": 1456078, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.92300661588202, + "FN": 38201, + "FP": 9141, + "IoU": 0.8570216210175983, + "TN": 193674422, + "TP": 283771, + "n_pred": 292912, + "n_ref": 321972 + }, + "8": { + "Dice": 0.8808121550245597, + "FN": 41370, + "FP": 12765, + "IoU": 0.78701011539657, + "TN": 193751368, + "TP": 200032, + "n_pred": 212797, + "n_ref": 241402 + }, + "9": { + "Dice": 0.8486003481966817, + "FN": 21160, + "FP": 6407, + "IoU": 0.7370163321376784, + "TN": 193900711, + "TP": 77257, + "n_pred": 83664, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9374593768728844, + "FN": 3395, + "FP": 11423, + "IoU": 0.8822809749277066, + "TN": 99529924, + "TP": 111058, + "n_pred": 122481, + "n_ref": 114453 + }, + "10": { + "Dice": 0.8088491517652453, + "FN": 18762, + "FP": 6252, + "IoU": 0.679048462219485, + "TN": 99577863, + "TP": 52923, + "n_pred": 59175, + "n_ref": 71685 + }, + "11": { + "Dice": 0.636963696369637, + "FN": 1905, + "FP": 75, + "IoU": 0.46731234866828086, + "TN": 99652083, + "TP": 1737, + "n_pred": 1812, + "n_ref": 3642 + }, + "12": { + "Dice": 0.41929090508698524, + "FN": 2616, + "FP": 21, + "IoU": 0.2652549456673168, + "TN": 99652211, + "TP": 952, + "n_pred": 973, + "n_ref": 3568 + }, + "13": { + "Dice": 0.6171510487808176, + "FN": 22614, + "FP": 5695, + "IoU": 0.4462895591284278, + "TN": 99604674, + "TP": 22817, + "n_pred": 28512, + "n_ref": 45431 + }, + "14": { + "Dice": 0.4370019657162182, + "FN": 33465, + "FP": 19807, + "IoU": 0.2795921403167133, + "TN": 99581853, + "TP": 20675, + "n_pred": 40482, + "n_ref": 54140 + }, + "15": { + "Dice": 0.5765750056670561, + "FN": 21414, + "FP": 2869, + "IoU": 0.40506174049392396, + "TN": 99614984, + "TP": 16533, + "n_pred": 19402, + "n_ref": 37947 + }, + "2": { + "Dice": 0.9343239175021787, + "FN": 8610, + "FP": 6312, + "IoU": 0.8767428797991145, + "TN": 99534736, + "TP": 106142, + "n_pred": 112454, + "n_ref": 114752 + }, + "3": { + "Dice": 0.9603241242693753, + "FN": 6007, + "FP": 3727, + "IoU": 0.9236764521390038, + "TN": 99528264, + "TP": 117802, + "n_pred": 121529, + "n_ref": 123809 + }, + "4": { + "Dice": 0.8113746355246941, + "FN": 5410, + "FP": 865, + "IoU": 0.6826159526579333, + "TN": 99636029, + "TP": 13496, + "n_pred": 14361, + "n_ref": 18906 + }, + "5": { + "Dice": 0.8457613814756672, + "FN": 501, + "FP": 1857, + "IoU": 0.7327439646378783, + "TN": 99646977, + "TP": 6465, + "n_pred": 8322, + "n_ref": 6966 + }, + "6": { + "Dice": 0.9554189871897888, + "FN": 61032, + "FP": 59641, + "IoU": 0.914643264115483, + "TN": 98242051, + "TP": 1293076, + "n_pred": 1352717, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.8678877145445966, + "FN": 17071, + "FP": 28566, + "IoU": 0.7666092186213492, + "TN": 99460261, + "TP": 149902, + "n_pred": 178468, + "n_ref": 166973 + }, + "8": { + "Dice": 0.9586621627762546, + "FN": 5990, + "FP": 2197, + "IoU": 0.9206062898204986, + "TN": 99552681, + "TP": 94932, + "n_pred": 97129, + "n_ref": 100922 + }, + "9": { + "Dice": 0.9125993810216424, + "FN": 12085, + "FP": 3899, + "IoU": 0.8392485392173624, + "TN": 99556367, + "TP": 83449, + "n_pred": 87348, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9367727522380865, + "FN": 42694, + "FP": 11872, + "IoU": 0.8810654111903049, + "TN": 62624730, + "TP": 404224, + "n_pred": 416096, + "n_ref": 446918 + }, + "10": { + "Dice": 0.8315652388159516, + "FN": 11781, + "FP": 12146, + "IoU": 0.7116916292128062, + "TN": 63000529, + "TP": 59064, + "n_pred": 71210, + "n_ref": 70845 + }, + "11": { + "Dice": 0.7100572883513686, + "FN": 1314, + "FP": 508, + "IoU": 0.5504564520108561, + "TN": 63079467, + "TP": 2231, + "n_pred": 2739, + "n_ref": 3545 + }, + "12": { + "Dice": 0.724459234608985, + "FN": 1325, + "FP": 331, + "IoU": 0.567962431515784, + "TN": 63079687, + "TP": 2177, + "n_pred": 2508, + "n_ref": 3502 + }, + "13": { + "Dice": 0.6060637059959336, + "FN": 21957, + "FP": 8850, + "IoU": 0.4347857994679387, + "TN": 63029015, + "TP": 23698, + "n_pred": 32548, + "n_ref": 45655 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 63083520, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 63083520, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9641716948891687, + "FN": 1810, + "FP": 7269, + "IoU": 0.9308219230271028, + "TN": 62952279, + "TP": 122162, + "n_pred": 129431, + "n_ref": 123972 + }, + "3": { + "Dice": 0.9791328496274422, + "FN": 2424, + "FP": 2911, + "IoU": 0.9591187739463601, + "TN": 62953020, + "TP": 125165, + "n_pred": 128076, + "n_ref": 127589 + }, + "4": { + "Dice": 0.042161583734617446, + "FN": 17635, + "FP": 267, + "IoU": 0.021534761696545692, + "TN": 63065224, + "TP": 394, + "n_pred": 661, + "n_ref": 18029 + }, + "5": { + "Dice": 0.5399362249798302, + "FN": 9927, + "FP": 2048, + "IoU": 0.3698031786127776, + "TN": 63064518, + "TP": 7027, + "n_pred": 9075, + "n_ref": 16954 + }, + "6": { + "Dice": 0.8827254526360048, + "FN": 191214, + "FP": 58143, + "IoU": 0.7900703141574592, + "TN": 61895708, + "TP": 938455, + "n_pred": 996598, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.7083198012708156, + "FN": 13802, + "FP": 103851, + "IoU": 0.5483708753665915, + "TN": 62823012, + "TP": 142855, + "n_pred": 246706, + "n_ref": 156657 + }, + "8": { + "Dice": 0.8812646438328197, + "FN": 21312, + "FP": 3114, + "IoU": 0.7877328976640712, + "TN": 62968448, + "TP": 90646, + "n_pred": 93760, + "n_ref": 111958 + }, + "9": { + "Dice": 0.8769093773546134, + "FN": 4483, + "FP": 6299, + "IoU": 0.7808001951695536, + "TN": 63034332, + "TP": 38406, + "n_pred": 44705, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9059588045313064, + "FN": 33943, + "FP": 23885, + "IoU": 0.8280847268673356, + "TN": 109272443, + "TP": 278547, + "n_pred": 302432, + "n_ref": 312490 + }, + "10": { + "Dice": 0.5658351542309527, + "FN": 36914, + "FP": 41372, + "IoU": 0.3945398298530549, + "TN": 109479518, + "TP": 51014, + "n_pred": 92386, + "n_ref": 87928 + }, + "11": { + "Dice": 0.6726446072240465, + "FN": 1803, + "FP": 789, + "IoU": 0.506755470980019, + "TN": 109603563, + "TP": 2663, + "n_pred": 3452, + "n_ref": 4466 + }, + "12": { + "Dice": 0.6235163791739199, + "FN": 2111, + "FP": 268, + "IoU": 0.45297769602207405, + "TN": 109604469, + "TP": 1970, + "n_pred": 2238, + "n_ref": 4081 + }, + "13": { + "Dice": 0.43413110285216006, + "FN": 55139, + "FP": 11702, + "IoU": 0.27724613704436585, + "TN": 109516337, + "TP": 25640, + "n_pred": 37342, + "n_ref": 80779 + }, + "14": { + "Dice": 0.570042201937199, + "FN": 35592, + "FP": 56916, + "IoU": 0.3986426751261116, + "TN": 109454986, + "TP": 61324, + "n_pred": 118240, + "n_ref": 96916 + }, + "15": { + "Dice": 0.6432055861075562, + "FN": 43482, + "FP": 23149, + "IoU": 0.4740626726655616, + "TN": 109482128, + "TP": 60059, + "n_pred": 83208, + "n_ref": 103541 + }, + "2": { + "Dice": 0.7558498996511208, + "FN": 80929, + "FP": 5078, + "IoU": 0.6075230789590169, + "TN": 109389679, + "TP": 133132, + "n_pred": 138210, + "n_ref": 214061 + }, + "3": { + "Dice": 0.8498328911232137, + "FN": 17475, + "FP": 63176, + "IoU": 0.7388777548621881, + "TN": 109299955, + "TP": 228212, + "n_pred": 291388, + "n_ref": 245687 + }, + "4": { + "Dice": 0.7228290802276482, + "FN": 18792, + "FP": 5364, + "IoU": 0.5659611169008517, + "TN": 109553164, + "TP": 31498, + "n_pred": 36862, + "n_ref": 50290 + }, + "5": { + "Dice": 0.6572775350655323, + "FN": 4835, + "FP": 1127, + "IoU": 0.489511088278106, + "TN": 109597139, + "TP": 5717, + "n_pred": 6844, + "n_ref": 10552 + }, + "6": { + "Dice": 0.8019579183295785, + "FN": 39288, + "FP": 558909, + "IoU": 0.669390441787666, + "TN": 107799442, + "TP": 1211179, + "n_pred": 1770088, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.7259635812222197, + "FN": 484638, + "FP": 53897, + "IoU": 0.5698138377540709, + "TN": 108356953, + "TP": 713330, + "n_pred": 767227, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.9481746062848857, + "FN": 4737, + "FP": 4520, + "IoU": 0.9014562796738275, + "TN": 109514880, + "TP": 84681, + "n_pred": 89201, + "n_ref": 89418 + }, + "9": { + "Dice": 0.7287110356963298, + "FN": 8820, + "FP": 25714, + "IoU": 0.5732064512142372, + "TN": 109527903, + "TP": 46381, + "n_pred": 72095, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6460486175416271, + "FN": 1915, + "FP": 60390, + "IoU": 0.4771579141701492, + "TN": 66948186, + "TP": 56861, + "n_pred": 117251, + "n_ref": 58776 + }, + "10": { + "Dice": 0.5301449159647091, + "FN": 45597, + "FP": 13250, + "IoU": 0.3606783564739369, + "TN": 66975306, + "TP": 33199, + "n_pred": 46449, + "n_ref": 78796 + }, + "11": { + "Dice": 0.3764817449027975, + "FN": 2332, + "FP": 298, + "IoU": 0.231892523364486, + "TN": 67063928, + "TP": 794, + "n_pred": 1092, + "n_ref": 3126 + }, + "12": { + "Dice": 0.4751066856330014, + "FN": 2142, + "FP": 441, + "IoU": 0.31156716417910446, + "TN": 67063600, + "TP": 1169, + "n_pred": 1610, + "n_ref": 3311 + }, + "13": { + "Dice": 0.3300959973053388, + "FN": 29391, + "FP": 6408, + "IoU": 0.19767363679150138, + "TN": 67022733, + "TP": 8820, + "n_pred": 15228, + "n_ref": 38211 + }, + "14": { + "Dice": 0.8372390197654527, + "FN": 14543, + "FP": 9148, + "IoU": 0.7200439591605219, + "TN": 66982728, + "TP": 60933, + "n_pred": 70081, + "n_ref": 75476 + }, + "15": { + "Dice": 0.20747327488884862, + "FN": 23919, + "FP": 32944, + "IoU": 0.11574347650297018, + "TN": 67003046, + "TP": 7443, + "n_pred": 40387, + "n_ref": 31362 + }, + "2": { + "Dice": 0.9113697468902463, + "FN": 20788, + "FP": 3573, + "IoU": 0.8371710636250008, + "TN": 66917741, + "TP": 125250, + "n_pred": 128823, + "n_ref": 146038 + }, + "3": { + "Dice": 0.9378381897405307, + "FN": 5509, + "FP": 15020, + "IoU": 0.8829522777809453, + "TN": 66891962, + "TP": 154861, + "n_pred": 169881, + "n_ref": 160370 + }, + "4": { + "Dice": 0.0, + "FN": 13039, + "FP": 0, + "IoU": 0.0, + "TN": 67054313, + "TP": 0, + "n_pred": 0, + "n_ref": 13039 + }, + "5": { + "Dice": 0.7342041122429848, + "FN": 3047, + "FP": 1206, + "IoU": 0.5800335736150883, + "TN": 67057225, + "TP": 5874, + "n_pred": 7080, + "n_ref": 8921 + }, + "6": { + "Dice": 0.8908495859597083, + "FN": 178879, + "FP": 41905, + "IoU": 0.8031819442005336, + "TN": 65945585, + "TP": 900983, + "n_pred": 942888, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.42728868280210613, + "FN": 253011, + "FP": 11301, + "IoU": 0.27168920203576086, + "TN": 66704441, + "TP": 98599, + "n_pred": 109900, + "n_ref": 351610 + }, + "8": { + "Dice": 0.885343379783033, + "FN": 7694, + "FP": 12514, + "IoU": 0.7942745449362707, + "TN": 66969124, + "TP": 78020, + "n_pred": 90534, + "n_ref": 85714 + }, + "9": { + "Dice": 0.8839913430388084, + "FN": 11583, + "FP": 5677, + "IoU": 0.7921007937750689, + "TN": 66984331, + "TP": 65761, + "n_pred": 71438, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8100165615241659, + "FN": 52074, + "FP": 8036, + "IoU": 0.6806956595645222, + "TN": 74331027, + "TP": 128143, + "n_pred": 136179, + "n_ref": 180217 + }, + "10": { + "Dice": 0.7261522487357471, + "FN": 18384, + "FP": 10100, + "IoU": 0.5700463403221181, + "TN": 74453031, + "TP": 37765, + "n_pred": 47865, + "n_ref": 56149 + }, + "11": { + "Dice": 0.4569491525423729, + "FN": 2376, + "FP": 27, + "IoU": 0.2961335676625659, + "TN": 74515866, + "TP": 1011, + "n_pred": 1038, + "n_ref": 3387 + }, + "12": { + "Dice": 0.626317374284854, + "FN": 1161, + "FP": 80, + "IoU": 0.45594037702761947, + "TN": 74516999, + "TP": 1040, + "n_pred": 1120, + "n_ref": 2201 + }, + "13": { + "Dice": 0.3382486280124075, + "FN": 32258, + "FP": 9343, + "IoU": 0.20354948021365804, + "TN": 74467047, + "TP": 10632, + "n_pred": 19975, + "n_ref": 42890 + }, + "14": { + "Dice": 0.6211115238183675, + "FN": 5170, + "FP": 27472, + "IoU": 0.4504436250989107, + "TN": 74459883, + "TP": 26755, + "n_pred": 54227, + "n_ref": 31925 + }, + "15": { + "Dice": 0.6620694796481288, + "FN": 12597, + "FP": 5535, + "IoU": 0.4948459352538029, + "TN": 74483386, + "TP": 17762, + "n_pred": 23297, + "n_ref": 30359 + }, + "2": { + "Dice": 0.9256499489655509, + "FN": 8049, + "FP": 13294, + "IoU": 0.8615906408477192, + "TN": 74365078, + "TP": 132859, + "n_pred": 146153, + "n_ref": 140908 + }, + "3": { + "Dice": 0.9242669849904028, + "FN": 19368, + "FP": 2964, + "IoU": 0.8591973771318685, + "TN": 74360675, + "TP": 136273, + "n_pred": 139237, + "n_ref": 155641 + }, + "4": { + "Dice": 0.0, + "FN": 13278, + "FP": 0, + "IoU": 0.0, + "TN": 74506002, + "TP": 0, + "n_pred": 0, + "n_ref": 13278 + }, + "5": { + "Dice": 0.5990573531748133, + "FN": 4498, + "FP": 3073, + "IoU": 0.4276101912754215, + "TN": 74506053, + "TP": 5656, + "n_pred": 8729, + "n_ref": 10154 + }, + "6": { + "Dice": 0.9271573524146552, + "FN": 177788, + "FP": 46619, + "IoU": 0.864206278992931, + "TN": 72866722, + "TP": 1428151, + "n_pred": 1474770, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.5067346712495842, + "FN": 110063, + "FP": 1156, + "IoU": 0.3393467065050164, + "TN": 74350933, + "TP": 57128, + "n_pred": 58284, + "n_ref": 167191 + }, + "8": { + "Dice": 0.9569031624796785, + "FN": 1987, + "FP": 3633, + "IoU": 0.9173675233782274, + "TN": 74451268, + "TP": 62392, + "n_pred": 66025, + "n_ref": 64379 + }, + "9": { + "Dice": 0.8547564325354561, + "FN": 16618, + "FP": 9292, + "IoU": 0.7463534018600098, + "TN": 74417130, + "TP": 76240, + "n_pred": 85532, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9452752694542887, + "FN": 24463, + "FP": 5463, + "IoU": 0.8962293592615453, + "TN": 65762794, + "TP": 258460, + "n_pred": 263923, + "n_ref": 282923 + }, + "10": { + "Dice": 0.4500953328359446, + "FN": 50956, + "FP": 28646, + "IoU": 0.29040194688845505, + "TN": 65939001, + "TP": 32577, + "n_pred": 61223, + "n_ref": 83533 + }, + "11": { + "Dice": 0.7054568328353514, + "FN": 1394, + "FP": 479, + "IoU": 0.5449465500485908, + "TN": 66047064, + "TP": 2243, + "n_pred": 2722, + "n_ref": 3637 + }, + "12": { + "Dice": 0.5414502389362145, + "FN": 1723, + "FP": 484, + "IoU": 0.3712250712250712, + "TN": 66047670, + "TP": 1303, + "n_pred": 1787, + "n_ref": 3026 + }, + "13": { + "Dice": 0.7367088607594937, + "FN": 14452, + "FP": 9260, + "IoU": 0.5831663326653307, + "TN": 65994294, + "TP": 33174, + "n_pred": 42434, + "n_ref": 47626 + }, + "14": { + "Dice": 0.8368522350693892, + "FN": 840, + "FP": 21708, + "IoU": 0.7194719882553466, + "TN": 65970803, + "TP": 57829, + "n_pred": 79537, + "n_ref": 58669 + }, + "15": { + "Dice": 0.8240186150730383, + "FN": 5473, + "FP": 2695, + "IoU": 0.7007071928474589, + "TN": 66023889, + "TP": 19123, + "n_pred": 21818, + "n_ref": 24596 + }, + "2": { + "Dice": 0.8402719764822824, + "FN": 24756, + "FP": 20559, + "IoU": 0.7245422715004741, + "TN": 65886672, + "TP": 119193, + "n_pred": 139752, + "n_ref": 143949 + }, + "3": { + "Dice": 0.8476321118296427, + "FN": 27063, + "FP": 19589, + "IoU": 0.7355568655904227, + "TN": 65874764, + "TP": 129764, + "n_pred": 149353, + "n_ref": 156827 + }, + "4": { + "Dice": 0.8564144329166814, + "FN": 5342, + "FP": 2768, + "IoU": 0.7488853108744117, + "TN": 66018884, + "TP": 24186, + "n_pred": 26954, + "n_ref": 29528 + }, + "5": { + "Dice": 0.8676251859196827, + "FN": 2104, + "FP": 299, + "IoU": 0.7661996497373029, + "TN": 66040902, + "TP": 7875, + "n_pred": 8174, + "n_ref": 9979 + }, + "6": { + "Dice": 0.836832050993442, + "FN": 32801, + "FP": 353528, + "IoU": 0.7194421508159387, + "TN": 64674177, + "TP": 990674, + "n_pred": 1344202, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.6603326418330228, + "FN": 491588, + "FP": 7311, + "IoU": 0.49290791315280996, + "TN": 65067337, + "TP": 484944, + "n_pred": 492255, + "n_ref": 976532 + }, + "8": { + "Dice": 0.9233739751818056, + "FN": 4543, + "FP": 8196, + "IoU": 0.8576552618052606, + "TN": 65961686, + "TP": 76755, + "n_pred": 84951, + "n_ref": 81298 + }, + "9": { + "Dice": 0.8342574792265772, + "FN": 17576, + "FP": 3288, + "IoU": 0.7156447194472081, + "TN": 65977807, + "TP": 52509, + "n_pred": 55797, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9795675924813934, + "FN": 2749, + "FP": 3546, + "IoU": 0.9599534327446689, + "TN": 113315348, + "TP": 150897, + "n_pred": 154443, + "n_ref": 153646 + }, + "10": { + "Dice": 0.8544581734181936, + "FN": 9546, + "FP": 14648, + "IoU": 0.7458987123742307, + "TN": 113377326, + "TP": 71020, + "n_pred": 85668, + "n_ref": 80566 + }, + "11": { + "Dice": 0.6047979797979798, + "FN": 1793, + "FP": 85, + "IoU": 0.4334841628959276, + "TN": 113469225, + "TP": 1437, + "n_pred": 1522, + "n_ref": 3230 + }, + "12": { + "Dice": 0.744545049725397, + "FN": 1575, + "FP": 146, + "IoU": 0.5930480018917001, + "TN": 113468311, + "TP": 2508, + "n_pred": 2654, + "n_ref": 4083 + }, + "13": { + "Dice": 0.5651242780193394, + "FN": 33336, + "FP": 33674, + "IoU": 0.39384893713251923, + "TN": 113361990, + "TP": 43540, + "n_pred": 77214, + "n_ref": 76876 + }, + "14": { + "Dice": 0.9657640138071856, + "FN": 15285, + "FP": 2320, + "IoU": 0.9337946336235263, + "TN": 113206625, + "TP": 248310, + "n_pred": 250630, + "n_ref": 263595 + }, + "15": { + "Dice": 0.7924760440080445, + "FN": 5136, + "FP": 3635, + "IoU": 0.6562818402696136, + "TN": 113447022, + "TP": 16747, + "n_pred": 20382, + "n_ref": 21883 + }, + "2": { + "Dice": 0.946701211444146, + "FN": 7602, + "FP": 5852, + "IoU": 0.898796449526102, + "TN": 113339600, + "TP": 119486, + "n_pred": 125338, + "n_ref": 127088 + }, + "3": { + "Dice": 0.9563612795627459, + "FN": 4466, + "FP": 6105, + "IoU": 0.9163719789565287, + "TN": 113346135, + "TP": 115834, + "n_pred": 121939, + "n_ref": 120300 + }, + "4": { + "Dice": 0.6580691044864576, + "FN": 3333, + "FP": 25514, + "IoU": 0.49038971133802073, + "TN": 113415934, + "TP": 27759, + "n_pred": 53273, + "n_ref": 31092 + }, + "5": { + "Dice": 0.44533695831273684, + "FN": 22015, + "FP": 4915, + "IoU": 0.2864523992475027, + "TN": 113434799, + "TP": 10811, + "n_pred": 15726, + "n_ref": 32826 + }, + "6": { + "Dice": 0.9541054245022439, + "FN": 55547, + "FP": 49131, + "IoU": 0.9122386202721929, + "TN": 112279783, + "TP": 1088079, + "n_pred": 1137210, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.8419871369444814, + "FN": 43579, + "FP": 21896, + "IoU": 0.7270965321773925, + "TN": 113232620, + "TP": 174445, + "n_pred": 196341, + "n_ref": 218024 + }, + "8": { + "Dice": 0.8383003395168783, + "FN": 49021, + "FP": 14846, + "IoU": 0.7216153779095109, + "TN": 113243120, + "TP": 165553, + "n_pred": 180399, + "n_ref": 214574 + }, + "9": { + "Dice": 0.8760520685605119, + "FN": 16360, + "FP": 9073, + "IoU": 0.7794418620785347, + "TN": 113357228, + "TP": 89879, + "n_pred": 98952, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7570638773603687, + "FN": 3603, + "FP": 75712, + "IoU": 0.6090931493346476, + "TN": 74993828, + "TP": 123585, + "n_pred": 199297, + "n_ref": 127188 + }, + "10": { + "Dice": 0.8129778856916917, + "FN": 27063, + "FP": 6520, + "IoU": 0.6848885761201032, + "TN": 75090153, + "TP": 72992, + "n_pred": 79512, + "n_ref": 100055 + }, + "11": { + "Dice": 0.6962552011095701, + "FN": 1536, + "FP": 216, + "IoU": 0.5340425531914894, + "TN": 75192968, + "TP": 2008, + "n_pred": 2224, + "n_ref": 3544 + }, + "12": { + "Dice": 0.5451096121416527, + "FN": 1813, + "FP": 345, + "IoU": 0.3746740075340481, + "TN": 75193277, + "TP": 1293, + "n_pred": 1638, + "n_ref": 3106 + }, + "13": { + "Dice": 0.4649731608118733, + "FN": 31309, + "FP": 23810, + "IoU": 0.3029088149740736, + "TN": 75117658, + "TP": 23951, + "n_pred": 47761, + "n_ref": 55260 + }, + "14": { + "Dice": 0.9490509118908483, + "FN": 5486, + "FP": 8211, + "IoU": 0.9030417578061402, + "TN": 75055461, + "TP": 127570, + "n_pred": 135781, + "n_ref": 133056 + }, + "15": { + "Dice": 0.38177532008868714, + "FN": 52030, + "FP": 18515, + "IoU": 0.23592231958148754, + "TN": 75104401, + "TP": 21782, + "n_pred": 40297, + "n_ref": 73812 + }, + "2": { + "Dice": 0.8243999381879733, + "FN": 31612, + "FP": 17251, + "IoU": 0.701258842158679, + "TN": 75033165, + "TP": 114700, + "n_pred": 131951, + "n_ref": 146312 + }, + "3": { + "Dice": 0.8687749358521889, + "FN": 4125, + "FP": 39192, + "IoU": 0.7679947725580722, + "TN": 75010021, + "TP": 143390, + "n_pred": 182582, + "n_ref": 147515 + }, + "4": { + "Dice": 0.8626500181840223, + "FN": 3615, + "FP": 3183, + "IoU": 0.7584736729908335, + "TN": 75168582, + "TP": 21348, + "n_pred": 24531, + "n_ref": 24963 + }, + "5": { + "Dice": 0.770827067669173, + "FN": 2575, + "FP": 473, + "IoU": 0.6271103498898948, + "TN": 75188554, + "TP": 5126, + "n_pred": 5599, + "n_ref": 7701 + }, + "6": { + "Dice": 0.8926824392695936, + "FN": 32944, + "FP": 261254, + "IoU": 0.8061666056129051, + "TN": 73678940, + "TP": 1223590, + "n_pred": 1484844, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.8794232605551854, + "FN": 8603, + "FP": 30668, + "IoU": 0.7847952126785107, + "TN": 75014246, + "TP": 143211, + "n_pred": 173879, + "n_ref": 151814 + }, + "8": { + "Dice": 0.9298983134920635, + "FN": 9752, + "FP": 1554, + "IoU": 0.8689812615159979, + "TN": 75110435, + "TP": 74987, + "n_pred": 76541, + "n_ref": 84739 + }, + "9": { + "Dice": 0.8107593184992565, + "FN": 14252, + "FP": 15149, + "IoU": 0.681745361650538, + "TN": 75104346, + "TP": 62981, + "n_pred": 78130, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9525326286018962, + "FN": 10402, + "FP": 10074, + "IoU": 0.9093673508230681, + "TN": 86701949, + "TP": 205447, + "n_pred": 215521, + "n_ref": 215849 + }, + "10": { + "Dice": 0.6581821814058157, + "FN": 12819, + "FP": 45356, + "IoU": 0.49051530862467596, + "TN": 86813688, + "TP": 56009, + "n_pred": 101365, + "n_ref": 68828 + }, + "11": { + "Dice": 0.5586008874967372, + "FN": 1520, + "FP": 171, + "IoU": 0.38754074610648315, + "TN": 86925111, + "TP": 1070, + "n_pred": 1241, + "n_ref": 2590 + }, + "12": { + "Dice": 0.5967390175511476, + "FN": 2042, + "FP": 1841, + "IoU": 0.4252516281823564, + "TN": 86921116, + "TP": 2873, + "n_pred": 4714, + "n_ref": 4915 + }, + "13": { + "Dice": 0.40578162854679095, + "FN": 35597, + "FP": 22287, + "IoU": 0.25453327838450446, + "TN": 86850224, + "TP": 19764, + "n_pred": 42051, + "n_ref": 55361 + }, + "14": { + "Dice": 0.8485932326433769, + "FN": 11389, + "FP": 14264, + "IoU": 0.737005597588731, + "TN": 86830330, + "TP": 71889, + "n_pred": 86153, + "n_ref": 83278 + }, + "15": { + "Dice": 0.28540022887429983, + "FN": 134222, + "FP": 8152, + "IoU": 0.16645297268815315, + "TN": 86757067, + "TP": 28431, + "n_pred": 36583, + "n_ref": 162653 + }, + "2": { + "Dice": 0.8303098958737449, + "FN": 17207, + "FP": 26533, + "IoU": 0.7098545956272554, + "TN": 86777120, + "TP": 107012, + "n_pred": 133545, + "n_ref": 124219 + }, + "3": { + "Dice": 0.8250411775471255, + "FN": 44123, + "FP": 9413, + "IoU": 0.7021873122538439, + "TN": 86748108, + "TP": 126228, + "n_pred": 135641, + "n_ref": 170351 + }, + "4": { + "Dice": 0.5962991668281341, + "FN": 4212, + "FP": 12456, + "IoU": 0.42480502450134583, + "TN": 86898894, + "TP": 12310, + "n_pred": 24766, + "n_ref": 16522 + }, + "5": { + "Dice": 0.8658590503139093, + "FN": 577, + "FP": 940, + "IoU": 0.7634492437236863, + "TN": 86921459, + "TP": 4896, + "n_pred": 5836, + "n_ref": 5473 + }, + "6": { + "Dice": 0.898561743245124, + "FN": 44445, + "FP": 210657, + "IoU": 0.815807638543917, + "TN": 85542896, + "TP": 1129874, + "n_pred": 1340531, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.6570988591281425, + "FN": 516706, + "FP": 11920, + "IoU": 0.4893129055661769, + "TN": 85892745, + "TP": 506501, + "n_pred": 518421, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.9357796489433597, + "FN": 3155, + "FP": 3877, + "IoU": 0.8793100489144426, + "TN": 86869607, + "TP": 51233, + "n_pred": 55110, + "n_ref": 54388 + }, + "9": { + "Dice": 0.7899413680781759, + "FN": 5289, + "FP": 18894, + "IoU": 0.65281247308123, + "TN": 86858218, + "TP": 45471, + "n_pred": 64365, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4359307406360731, + "FN": 8250, + "FP": 199332, + "IoU": 0.2787157525321844, + "TN": 37461805, + "TP": 80213, + "n_pred": 279545, + "n_ref": 88463 + }, + "10": { + "Dice": 0.6957648358183595, + "FN": 26486, + "FP": 2162, + "IoU": 0.533465785102433, + "TN": 37688194, + "TP": 32758, + "n_pred": 34920, + "n_ref": 59244 + }, + "11": { + "Dice": 0.7942458587619878, + "FN": 766, + "FP": 178, + "IoU": 0.6587129428778019, + "TN": 37746834, + "TP": 1822, + "n_pred": 2000, + "n_ref": 2588 + }, + "12": { + "Dice": 0.5975869410929737, + "FN": 1654, + "FP": 47, + "IoU": 0.42611336032388664, + "TN": 37746636, + "TP": 1263, + "n_pred": 1310, + "n_ref": 2917 + }, + "13": { + "Dice": 0.7547129314970489, + "FN": 13238, + "FP": 7333, + "IoU": 0.606055383201195, + "TN": 37697382, + "TP": 31647, + "n_pred": 38980, + "n_ref": 44885 + }, + "14": { + "Dice": 0.37299362563507427, + "FN": 23298, + "FP": 235497, + "IoU": 0.2292514838982521, + "TN": 37413829, + "TP": 76976, + "n_pred": 312473, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 28508, + "IoU": 0.0, + "TN": 37721092, + "TP": 0, + "n_pred": 28508, + "n_ref": 0 + }, + "2": { + "Dice": 0.10162235241099594, + "FN": 94820, + "FP": 868, + "IoU": 0.053531157270029675, + "TN": 37648500, + "TP": 5412, + "n_pred": 6280, + "n_ref": 100232 + }, + "3": { + "Dice": 0.7275961069680937, + "FN": 8109, + "FP": 52235, + "IoU": 0.5718279478337378, + "TN": 37608666, + "TP": 80590, + "n_pred": 132825, + "n_ref": 88699 + }, + "4": { + "Dice": 0.0, + "FN": 11694, + "FP": 0, + "IoU": 0.0, + "TN": 37737906, + "TP": 0, + "n_pred": 0, + "n_ref": 11694 + }, + "5": { + "Dice": 0.7682012126656187, + "FN": 1497, + "FP": 3664, + "IoU": 0.6236417997520601, + "TN": 37735887, + "TP": 8552, + "n_pred": 12216, + "n_ref": 10049 + }, + "6": { + "Dice": 0.756318090738996, + "FN": 286558, + "FP": 7260, + "IoU": 0.6081282401127796, + "TN": 36999819, + "TP": 455963, + "n_pred": 463223, + "n_ref": 742521 + }, + "7": { + "Dice": 0.8592489113201074, + "FN": 67273, + "FP": 23809, + "IoU": 0.7532308492595462, + "TN": 37380502, + "TP": 278016, + "n_pred": 301825, + "n_ref": 345289 + }, + "8": { + "Dice": 0.9469468710718639, + "FN": 3129, + "FP": 5270, + "IoU": 0.8992394068813283, + "TN": 37666244, + "TP": 74957, + "n_pred": 80227, + "n_ref": 78086 + }, + "9": { + "Dice": 0.8630237249406431, + "FN": 6427, + "FP": 8919, + "IoU": 0.7590516564609829, + "TN": 37685910, + "TP": 48344, + "n_pred": 57263, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8975275307073274, + "FN": 28500, + "FP": 10210, + "IoU": 0.8141042572094028, + "TN": 75698453, + "TP": 169525, + "n_pred": 179735, + "n_ref": 198025 + }, + "10": { + "Dice": 0.8451377447411779, + "FN": 25882, + "FP": 6452, + "IoU": 0.7318082662176622, + "TN": 75786125, + "TP": 88229, + "n_pred": 94681, + "n_ref": 114111 + }, + "11": { + "Dice": 0.6751592356687898, + "FN": 1586, + "FP": 1066, + "IoU": 0.5096153846153846, + "TN": 75901280, + "TP": 2756, + "n_pred": 3822, + "n_ref": 4342 + }, + "12": { + "Dice": 0.7376867053450191, + "FN": 1596, + "FP": 529, + "IoU": 0.5843927244279288, + "TN": 75901575, + "TP": 2988, + "n_pred": 3517, + "n_ref": 4584 + }, + "13": { + "Dice": 0.5633546616457372, + "FN": 23848, + "FP": 3517, + "IoU": 0.3921320360744591, + "TN": 75861670, + "TP": 17653, + "n_pred": 21170, + "n_ref": 41501 + }, + "14": { + "Dice": 0.8834463637672545, + "FN": 4030, + "FP": 27541, + "IoU": 0.7912260863239894, + "TN": 75755467, + "TP": 119650, + "n_pred": 147191, + "n_ref": 123680 + }, + "15": { + "Dice": 0.35022108878514285, + "FN": 144697, + "FP": 13274, + "IoU": 0.21228364989054715, + "TN": 75706145, + "TP": 42572, + "n_pred": 55846, + "n_ref": 187269 + }, + "2": { + "Dice": 0.7284042021800635, + "FN": 8245, + "FP": 129318, + "IoU": 0.5728268396520831, + "TN": 75584657, + "TP": 184468, + "n_pred": 313786, + "n_ref": 192713 + }, + "3": { + "Dice": 0.6299281508292367, + "FN": 134630, + "FP": 2378, + "IoU": 0.4597774570804451, + "TN": 75653074, + "TP": 116606, + "n_pred": 118984, + "n_ref": 251236 + }, + "4": { + "Dice": 0.8792447925129172, + "FN": 3120, + "FP": 4312, + "IoU": 0.784511003508365, + "TN": 75872199, + "TP": 27057, + "n_pred": 31369, + "n_ref": 30177 + }, + "5": { + "Dice": 0.8836745406824147, + "FN": 1212, + "FP": 1004, + "IoU": 0.7915922129220352, + "TN": 75896055, + "TP": 8417, + "n_pred": 9421, + "n_ref": 9629 + }, + "6": { + "Dice": 0.9548644684193623, + "FN": 56756, + "FP": 99250, + "IoU": 0.9136274096195434, + "TN": 74100490, + "TP": 1650192, + "n_pred": 1749442, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.8868091162431166, + "FN": 28224, + "FP": 34449, + "IoU": 0.7966370630437111, + "TN": 75598505, + "TP": 245510, + "n_pred": 279959, + "n_ref": 273734 + }, + "8": { + "Dice": 0.9539052637356605, + "FN": 4851, + "FP": 3547, + "IoU": 0.911872730707075, + "TN": 75811394, + "TP": 86896, + "n_pred": 90443, + "n_ref": 91747 + }, + "9": { + "Dice": 0.8932976785035458, + "FN": 9599, + "FP": 6681, + "IoU": 0.8071706918402881, + "TN": 75822261, + "TP": 68147, + "n_pred": 74828, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9687002321199946, + "FN": 1984, + "FP": 4030, + "IoU": 0.9393003492198067, + "TN": 61288672, + "TP": 93064, + "n_pred": 97094, + "n_ref": 95048 + }, + "10": { + "Dice": 0.7850681675751735, + "FN": 11659, + "FP": 24695, + "IoU": 0.6461828940709308, + "TN": 61285002, + "TP": 66394, + "n_pred": 91089, + "n_ref": 78053 + }, + "11": { + "Dice": 0.76544315129812, + "FN": 777, + "FP": 795, + "IoU": 0.6200145032632343, + "TN": 61383613, + "TP": 2565, + "n_pred": 3360, + "n_ref": 3342 + }, + "12": { + "Dice": 0.7798066595059077, + "FN": 828, + "FP": 607, + "IoU": 0.6390845070422535, + "TN": 61383774, + "TP": 2541, + "n_pred": 3148, + "n_ref": 3369 + }, + "13": { + "Dice": 0.6071375242645961, + "FN": 15059, + "FP": 16513, + "IoU": 0.4358919382504288, + "TN": 61331782, + "TP": 24396, + "n_pred": 40909, + "n_ref": 39455 + }, + "14": { + "Dice": 0.7876323499021431, + "FN": 1667, + "FP": 33273, + "IoU": 0.649664604493999, + "TN": 61288017, + "TP": 64793, + "n_pred": 98066, + "n_ref": 66460 + }, + "15": { + "Dice": 0.8411048411048411, + "FN": 10163, + "FP": 2142, + "IoU": 0.725781650435674, + "TN": 61342877, + "TP": 32568, + "n_pred": 34710, + "n_ref": 42731 + }, + "2": { + "Dice": 0.965596659341987, + "FN": 5291, + "FP": 3821, + "IoU": 0.9334817680767967, + "TN": 61250765, + "TP": 127873, + "n_pred": 131694, + "n_ref": 133164 + }, + "3": { + "Dice": 0.9588136149225706, + "FN": 6477, + "FP": 4446, + "IoU": 0.9208856633783843, + "TN": 61249684, + "TP": 127143, + "n_pred": 131589, + "n_ref": 133620 + }, + "4": { + "Dice": 0.5637330754352031, + "FN": 7318, + "FP": 10726, + "IoU": 0.3924988216281732, + "TN": 61358048, + "TP": 11658, + "n_pred": 22384, + "n_ref": 18976 + }, + "5": { + "Dice": 0.40445676884258913, + "FN": 19600, + "FP": 4239, + "IoU": 0.25349157637627606, + "TN": 61355816, + "TP": 8095, + "n_pred": 12334, + "n_ref": 27695 + }, + "6": { + "Dice": 0.9585394083939407, + "FN": 51421, + "FP": 30179, + "IoU": 0.9203799127106249, + "TN": 60362883, + "TP": 943267, + "n_pred": 973446, + "n_ref": 994688 + }, + "7": { + "Dice": 0.8023518347056263, + "FN": 42784, + "FP": 24885, + "IoU": 0.6699395180957955, + "TN": 61182730, + "TP": 137351, + "n_pred": 162236, + "n_ref": 180135 + }, + "8": { + "Dice": 0.8056567299914541, + "FN": 70020, + "FP": 15032, + "IoU": 0.6745604469188238, + "TN": 61126405, + "TP": 176293, + "n_pred": 191325, + "n_ref": 246313 + }, + "9": { + "Dice": 0.8412634537383028, + "FN": 13865, + "FP": 10986, + "IoU": 0.7260178825397176, + "TN": 61297047, + "TP": 65852, + "n_pred": 76838, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9522908834895091, + "FN": 4264, + "FP": 13897, + "IoU": 0.9089267893947676, + "TN": 39549389, + "TP": 181250, + "n_pred": 195147, + "n_ref": 185514 + }, + "10": { + "Dice": 0.6277714636214393, + "FN": 17034, + "FP": 24232, + "IoU": 0.45748317206562894, + "TN": 39672736, + "TP": 34798, + "n_pred": 59030, + "n_ref": 51832 + }, + "11": { + "Dice": 0.7461624859603145, + "FN": 1038, + "FP": 318, + "IoU": 0.5951030158256196, + "TN": 39745451, + "TP": 1993, + "n_pred": 2311, + "n_ref": 3031 + }, + "12": { + "Dice": 0.7760282776349614, + "FN": 1045, + "FP": 349, + "IoU": 0.634024678393279, + "TN": 39744991, + "TP": 2415, + "n_pred": 2764, + "n_ref": 3460 + }, + "13": { + "Dice": 0.7254921044307647, + "FN": 13994, + "FP": 8570, + "IoU": 0.5692331188789829, + "TN": 39696419, + "TP": 29817, + "n_pred": 38387, + "n_ref": 43811 + }, + "14": { + "Dice": 0.3220775491524511, + "FN": 15387, + "FP": 60160, + "IoU": 0.191950199480175, + "TN": 39655307, + "TP": 17946, + "n_pred": 78106, + "n_ref": 33333 + }, + "15": { + "Dice": 0.47178798241328773, + "FN": 28538, + "FP": 23362, + "IoU": 0.3087189323103972, + "TN": 39673722, + "TP": 23178, + "n_pred": 46540, + "n_ref": 51716 + }, + "2": { + "Dice": 0.8960863819850479, + "FN": 18842, + "FP": 4120, + "IoU": 0.8117359613665992, + "TN": 39626833, + "TP": 99005, + "n_pred": 103125, + "n_ref": 117847 + }, + "3": { + "Dice": 0.9181728302975501, + "FN": 3793, + "FP": 19464, + "IoU": 0.8487241363609754, + "TN": 39595061, + "TP": 130482, + "n_pred": 149946, + "n_ref": 134275 + }, + "4": { + "Dice": 0.7433535691856814, + "FN": 9569, + "FP": 239, + "IoU": 0.5915375645510578, + "TN": 39724788, + "TP": 14204, + "n_pred": 14443, + "n_ref": 23773 + }, + "5": { + "Dice": 0.8033569868995634, + "FN": 637, + "FP": 2245, + "IoU": 0.6713422283042536, + "TN": 39740031, + "TP": 5887, + "n_pred": 8132, + "n_ref": 6524 + }, + "6": { + "Dice": 0.9466959526138881, + "FN": 39652, + "FP": 60382, + "IoU": 0.8987869694066177, + "TN": 38760449, + "TP": 888317, + "n_pred": 948699, + "n_ref": 927969 + }, + "7": { + "Dice": 0.7837979315594878, + "FN": 257430, + "FP": 4424, + "IoU": 0.6444635738570327, + "TN": 39012296, + "TP": 474650, + "n_pred": 479074, + "n_ref": 732080 + }, + "8": { + "Dice": 0.9590460443910016, + "FN": 1680, + "FP": 2407, + "IoU": 0.9213145684526675, + "TN": 39696859, + "TP": 47854, + "n_pred": 50261, + "n_ref": 49534 + }, + "9": { + "Dice": 0.8880480600086296, + "FN": 1495, + "FP": 8624, + "IoU": 0.798638887230613, + "TN": 39698547, + "TP": 40134, + "n_pred": 48758, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7154199679048235, + "FN": 11806, + "FP": 55936, + "IoU": 0.5569290741176779, + "TN": 101243716, + "TP": 85150, + "n_pred": 141086, + "n_ref": 96956 + }, + "10": { + "Dice": 0.6973891331487814, + "FN": 30999, + "FP": 13601, + "IoU": 0.5353779481623469, + "TN": 101300616, + "TP": 51392, + "n_pred": 64993, + "n_ref": 82391 + }, + "11": { + "Dice": 0.638990446986673, + "FN": 2820, + "FP": 241, + "IoU": 0.46949740034662046, + "TN": 101390838, + "TP": 2709, + "n_pred": 2950, + "n_ref": 5529 + }, + "12": { + "Dice": 0.7188846066651553, + "FN": 2054, + "FP": 426, + "IoU": 0.5611396213059635, + "TN": 101390957, + "TP": 3171, + "n_pred": 3597, + "n_ref": 5225 + }, + "13": { + "Dice": 0.8474356066074117, + "FN": 8852, + "FP": 5944, + "IoU": 0.7352609636958972, + "TN": 101340719, + "TP": 41093, + "n_pred": 47037, + "n_ref": 49945 + }, + "14": { + "Dice": 0.9715681124113127, + "FN": 7265, + "FP": 2585, + "IoU": 0.9447082729895704, + "TN": 101218462, + "TP": 168296, + "n_pred": 170881, + "n_ref": 175561 + }, + "15": { + "Dice": 0.9009473581404434, + "FN": 3812, + "FP": 1259, + "IoU": 0.8197490491593502, + "TN": 101368475, + "TP": 23062, + "n_pred": 24321, + "n_ref": 26874 + }, + "2": { + "Dice": 0.9659180385288967, + "FN": 9383, + "FP": 2780, + "IoU": 0.934082668993437, + "TN": 101212089, + "TP": 172356, + "n_pred": 175136, + "n_ref": 181739 + }, + "3": { + "Dice": 0.9718560318664643, + "FN": 3220, + "FP": 6276, + "IoU": 0.9452528653460324, + "TN": 101223156, + "TP": 163956, + "n_pred": 170232, + "n_ref": 167176 + }, + "4": { + "Dice": 0.7983776876493138, + "FN": 2961, + "FP": 668, + "IoU": 0.6644164971333457, + "TN": 101385794, + "TP": 7185, + "n_pred": 7853, + "n_ref": 10146 + }, + "5": { + "Dice": 0.6885085110422072, + "FN": 16755, + "FP": 2935, + "IoU": 0.5249813032254952, + "TN": 101355157, + "TP": 21761, + "n_pred": 24696, + "n_ref": 38516 + }, + "6": { + "Dice": 0.9224012468674929, + "FN": 79037, + "FP": 215658, + "IoU": 0.8559783910162615, + "TN": 99350422, + "TP": 1751491, + "n_pred": 1967149, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.8015243959208754, + "FN": 138179, + "FP": 21706, + "IoU": 0.6687865762079859, + "TN": 100913883, + "TP": 322840, + "n_pred": 344546, + "n_ref": 461019 + }, + "8": { + "Dice": 0.7486926354513492, + "FN": 94941, + "FP": 12993, + "IoU": 0.5983283217720087, + "TN": 101127896, + "TP": 160778, + "n_pred": 173771, + "n_ref": 255719 + }, + "9": { + "Dice": 0.9295221987315011, + "FN": 4182, + "FP": 8319, + "IoU": 0.8683245907855653, + "TN": 101301670, + "TP": 82437, + "n_pred": 90756, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8514277469536589, + "FN": 54715, + "FP": 1920, + "IoU": 0.7412922823927095, + "TN": 73664589, + "TP": 162280, + "n_pred": 164200, + "n_ref": 216995 + }, + "10": { + "Dice": 0.09820440145406581, + "FN": 69587, + "FP": 45272, + "IoU": 0.051637726751050675, + "TN": 73762391, + "TP": 6254, + "n_pred": 51526, + "n_ref": 75841 + }, + "11": { + "Dice": 0.56639637283111, + "FN": 3011, + "FP": 1962, + "IoU": 0.3950857559907554, + "TN": 73875283, + "TP": 3248, + "n_pred": 5210, + "n_ref": 6259 + }, + "12": { + "Dice": 0.10948158253751705, + "FN": 5220, + "FP": 2, + "IoU": 0.05791087858560346, + "TN": 73877961, + "TP": 321, + "n_pred": 323, + "n_ref": 5541 + }, + "13": { + "Dice": 0.02071911005164879, + "FN": 60196, + "FP": 38398, + "IoU": 0.010467998835773859, + "TN": 73783867, + "TP": 1043, + "n_pred": 39441, + "n_ref": 61239 + }, + "14": { + "Dice": 0.6426326290759012, + "FN": 30606, + "FP": 47844, + "IoU": 0.4734404574926503, + "TN": 73734518, + "TP": 70536, + "n_pred": 118380, + "n_ref": 101142 + }, + "15": { + "Dice": 0.4537189972560407, + "FN": 154050, + "FP": 9996, + "IoU": 0.293425966205943, + "TN": 73651333, + "TP": 68125, + "n_pred": 78121, + "n_ref": 222175 + }, + "2": { + "Dice": 0.5843982358210158, + "FN": 96774, + "FP": 37317, + "IoU": 0.4128267218993988, + "TN": 73655137, + "TP": 94276, + "n_pred": 131593, + "n_ref": 191050 + }, + "3": { + "Dice": 0.7224799405827276, + "FN": 39186, + "FP": 74779, + "IoU": 0.5655331478022187, + "TN": 73621194, + "TP": 148345, + "n_pred": 223124, + "n_ref": 187531 + }, + "4": { + "Dice": 0.0, + "FN": 47888, + "FP": 39003, + "IoU": 0.0, + "TN": 73796613, + "TP": 0, + "n_pred": 39003, + "n_ref": 47888 + }, + "5": { + "Dice": 0.3334763488147592, + "FN": 12019, + "FP": 409, + "IoU": 0.20010297998326576, + "TN": 73867967, + "TP": 3109, + "n_pred": 3518, + "n_ref": 15128 + }, + "6": { + "Dice": 0.7265002534933115, + "FN": 195270, + "FP": 938678, + "IoU": 0.5704753813152769, + "TN": 71243497, + "TP": 1506059, + "n_pred": 2444737, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.283678864762064, + "FN": 118304, + "FP": 155898, + "IoU": 0.1652830923874495, + "TN": 73555007, + "TP": 54295, + "n_pred": 210193, + "n_ref": 172599 + }, + "8": { + "Dice": 0.7725668325425298, + "FN": 26041, + "FP": 5403, + "IoU": 0.6294166175604007, + "TN": 73798654, + "TP": 53406, + "n_pred": 58809, + "n_ref": 79447 + }, + "9": { + "Dice": 0.8016359062596425, + "FN": 13541, + "FP": 24388, + "IoU": 0.6689418603636237, + "TN": 73768935, + "TP": 76640, + "n_pred": 101028, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9631096290120884, + "FN": 7123, + "FP": 6683, + "IoU": 0.9288442211055277, + "TN": 69301751, + "TP": 180219, + "n_pred": 186902, + "n_ref": 187342 + }, + "10": { + "Dice": 0.7403357019191561, + "FN": 12097, + "FP": 26748, + "IoU": 0.5877246049182242, + "TN": 69401555, + "TP": 55376, + "n_pred": 82124, + "n_ref": 67473 + }, + "11": { + "Dice": 0.782657031684269, + "FN": 645, + "FP": 919, + "IoU": 0.6429223744292237, + "TN": 69491396, + "TP": 2816, + "n_pred": 3735, + "n_ref": 3461 + }, + "12": { + "Dice": 0.5066904549509367, + "FN": 1448, + "FP": 1870, + "IoU": 0.33930704898446834, + "TN": 69490754, + "TP": 1704, + "n_pred": 3574, + "n_ref": 3152 + }, + "13": { + "Dice": 0.6985201650454419, + "FN": 26438, + "FP": 17913, + "IoU": 0.5367122457720069, + "TN": 69400045, + "TP": 51380, + "n_pred": 69293, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9509400502454803, + "FN": 6252, + "FP": 8687, + "IoU": 0.9064687394347679, + "TN": 69336054, + "TP": 144783, + "n_pred": 153470, + "n_ref": 151035 + }, + "15": { + "Dice": 0.7979550282728057, + "FN": 30705, + "FP": 1346, + "IoU": 0.6638312600952361, + "TN": 69400434, + "TP": 63291, + "n_pred": 64637, + "n_ref": 93996 + }, + "2": { + "Dice": 0.9597804223105201, + "FN": 4857, + "FP": 7320, + "IoU": 0.9226709849495142, + "TN": 69338306, + "TP": 145293, + "n_pred": 152613, + "n_ref": 150150 + }, + "3": { + "Dice": 0.9656833374452237, + "FN": 8173, + "FP": 3511, + "IoU": 0.9336437982735121, + "TN": 69319696, + "TP": 164396, + "n_pred": 167907, + "n_ref": 172569 + }, + "4": { + "Dice": 0.5242082133656615, + "FN": 23282, + "FP": 1836, + "IoU": 0.3552047233987935, + "TN": 69456821, + "TP": 13837, + "n_pred": 15673, + "n_ref": 37119 + }, + "5": { + "Dice": 0.869795650748552, + "FN": 3174, + "FP": 1592, + "IoU": 0.7695914914189026, + "TN": 69475091, + "TP": 15919, + "n_pred": 17511, + "n_ref": 19093 + }, + "6": { + "Dice": 0.919561614369369, + "FN": 136403, + "FP": 93353, + "IoU": 0.8511004668097188, + "TN": 67952749, + "TP": 1313271, + "n_pred": 1406624, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.8116535563012267, + "FN": 17890, + "FP": 119068, + "IoU": 0.6830108850874533, + "TN": 69063717, + "TP": 295101, + "n_pred": 414169, + "n_ref": 312991 + }, + "8": { + "Dice": 0.8790911057227099, + "FN": 11463, + "FP": 9779, + "IoU": 0.7842663308417289, + "TN": 69397312, + "TP": 77222, + "n_pred": 87001, + "n_ref": 88685 + }, + "9": { + "Dice": 0.8799090886874068, + "FN": 8359, + "FP": 11297, + "IoU": 0.7855693495952698, + "TN": 69404110, + "TP": 72010, + "n_pred": 83307, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8422400634696148, + "FN": 7077, + "FP": 66099, + "IoU": 0.7274738371010391, + "TN": 50565042, + "TP": 195334, + "n_pred": 261433, + "n_ref": 202411 + }, + "10": { + "Dice": 0.8604817330101302, + "FN": 11411, + "FP": 9482, + "IoU": 0.755127634138909, + "TN": 50748230, + "TP": 64429, + "n_pred": 73911, + "n_ref": 75840 + }, + "11": { + "Dice": 0.8383493639466336, + "FN": 1325, + "FP": 759, + "IoU": 0.7216880341880342, + "TN": 50826064, + "TP": 5404, + "n_pred": 6163, + "n_ref": 6729 + }, + "12": { + "Dice": 0.49636880328386485, + "FN": 3941, + "FP": 844, + "IoU": 0.33011339773204534, + "TN": 50826409, + "TP": 2358, + "n_pred": 3202, + "n_ref": 6299 + }, + "13": { + "Dice": 0.6368565358065398, + "FN": 12144, + "FP": 29047, + "IoU": 0.46719699909455437, + "TN": 50756242, + "TP": 36119, + "n_pred": 65166, + "n_ref": 48263 + }, + "14": { + "Dice": 0.5942232850377456, + "FN": 25391, + "FP": 9225, + "IoU": 0.42270104399452985, + "TN": 50773590, + "TP": 25346, + "n_pred": 34571, + "n_ref": 50737 + }, + "15": { + "Dice": 0.0, + "FN": 34756, + "FP": 12315, + "IoU": 0.0, + "TN": 50786481, + "TP": 0, + "n_pred": 12315, + "n_ref": 34756 + }, + "2": { + "Dice": 0.9038199832276272, + "FN": 32086, + "FP": 6220, + "IoU": 0.8245178432360621, + "TN": 50615262, + "TP": 179984, + "n_pred": 186204, + "n_ref": 212070 + }, + "3": { + "Dice": 0.9146649428200704, + "FN": 6461, + "FP": 30237, + "IoU": 0.8427489158939375, + "TN": 50600180, + "TP": 196674, + "n_pred": 226911, + "n_ref": 203135 + }, + "4": { + "Dice": 0.9282547472325238, + "FN": 1320, + "FP": 1253, + "IoU": 0.8661151004266833, + "TN": 50814334, + "TP": 16645, + "n_pred": 17898, + "n_ref": 17965 + }, + "5": { + "Dice": 0.8701083089572298, + "FN": 1838, + "FP": 1448, + "IoU": 0.7700811642877134, + "TN": 50819260, + "TP": 11006, + "n_pred": 12454, + "n_ref": 12844 + }, + "6": { + "Dice": 0.9049069609640222, + "FN": 52615, + "FP": 397942, + "IoU": 0.8263288402970962, + "TN": 48239241, + "TP": 2143754, + "n_pred": 2541696, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.7756592898106113, + "FN": 15474, + "FP": 107672, + "IoU": 0.6335322213459907, + "TN": 50497517, + "TP": 212889, + "n_pred": 320561, + "n_ref": 228363 + }, + "8": { + "Dice": 0.9604785827344495, + "FN": 5227, + "FP": 2813, + "IoU": 0.9239622837795662, + "TN": 50727815, + "TP": 97697, + "n_pred": 100510, + "n_ref": 102924 + }, + "9": { + "Dice": 0.8710132071308601, + "FN": 18402, + "FP": 10243, + "IoU": 0.7714999082649309, + "TN": 50708191, + "TP": 96716, + "n_pred": 106959, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9547247738402325, + "FN": 13386, + "FP": 5447, + "IoU": 0.9133716651333946, + "TN": 76667460, + "TP": 198567, + "n_pred": 204014, + "n_ref": 211953 + }, + "10": { + "Dice": 0.7106350399702034, + "FN": 13444, + "FP": 28509, + "IoU": 0.5511511961312963, + "TN": 76791392, + "TP": 51515, + "n_pred": 80024, + "n_ref": 64959 + }, + "11": { + "Dice": 0.7328189485017046, + "FN": 832, + "FP": 657, + "IoU": 0.5783064287737185, + "TN": 76881329, + "TP": 2042, + "n_pred": 2699, + "n_ref": 2874 + }, + "12": { + "Dice": 0.6620656830080914, + "FN": 1218, + "FP": 202, + "IoU": 0.49484169334756317, + "TN": 76882049, + "TP": 1391, + "n_pred": 1593, + "n_ref": 2609 + }, + "13": { + "Dice": 0.4473533667597671, + "FN": 22842, + "FP": 26427, + "IoU": 0.288123103597746, + "TN": 76815650, + "TP": 19941, + "n_pred": 46368, + "n_ref": 42783 + }, + "14": { + "Dice": 0.8746848681675565, + "FN": 2057, + "FP": 20709, + "IoU": 0.7772799311275901, + "TN": 76782642, + "TP": 79452, + "n_pred": 100161, + "n_ref": 81509 + }, + "15": { + "Dice": 0.7328763092856302, + "FN": 15106, + "FP": 3052, + "IoU": 0.5783778763322265, + "TN": 76841793, + "TP": 24909, + "n_pred": 27961, + "n_ref": 40015 + }, + "2": { + "Dice": 0.9491967542905545, + "FN": 5284, + "FP": 5272, + "IoU": 0.9033058835383672, + "TN": 76775691, + "TP": 98613, + "n_pred": 103885, + "n_ref": 103897 + }, + "3": { + "Dice": 0.9565425272063944, + "FN": 5382, + "FP": 2980, + "IoU": 0.9167048510807849, + "TN": 76784470, + "TP": 92028, + "n_pred": 95008, + "n_ref": 97410 + }, + "4": { + "Dice": 0.8973882906300285, + "FN": 3132, + "FP": 1842, + "IoU": 0.8138751683879659, + "TN": 76858136, + "TP": 21750, + "n_pred": 23592, + "n_ref": 24882 + }, + "5": { + "Dice": 0.8321814637604111, + "FN": 4015, + "FP": 720, + "IoU": 0.7125948406676783, + "TN": 76868385, + "TP": 11740, + "n_pred": 12460, + "n_ref": 15755 + }, + "6": { + "Dice": 0.952087902993962, + "FN": 26573, + "FP": 84588, + "IoU": 0.9085570304170999, + "TN": 75669228, + "TP": 1104471, + "n_pred": 1189059, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.8078898791626652, + "FN": 26137, + "FP": 38076, + "IoU": 0.67769735785416, + "TN": 76685628, + "TP": 135019, + "n_pred": 173095, + "n_ref": 161156 + }, + "8": { + "Dice": 0.9560146065703057, + "FN": 5179, + "FP": 1458, + "IoU": 0.9157356152557006, + "TN": 76806096, + "TP": 72127, + "n_pred": 73585, + "n_ref": 77306 + }, + "9": { + "Dice": 0.9111925315062899, + "FN": 11439, + "FP": 4219, + "IoU": 0.8368720438397266, + "TN": 76788874, + "TP": 80328, + "n_pred": 84547, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7159650799987394, + "FN": 22345, + "FP": 58766, + "IoU": 0.5575900381260943, + "TN": 130816593, + "TP": 102228, + "n_pred": 160994, + "n_ref": 124573 + }, + "10": { + "Dice": 0.6841742893675617, + "FN": 12349, + "FP": 29394, + "IoU": 0.5199581402302287, + "TN": 130912975, + "TP": 45214, + "n_pred": 74608, + "n_ref": 57563 + }, + "11": { + "Dice": 0.7589021528415468, + "FN": 1849, + "FP": 514, + "IoU": 0.6114764879973693, + "TN": 130993850, + "TP": 3719, + "n_pred": 4233, + "n_ref": 5568 + }, + "12": { + "Dice": 0.8060652009097802, + "FN": 1986, + "FP": 572, + "IoU": 0.6751333502667005, + "TN": 130992058, + "TP": 5316, + "n_pred": 5888, + "n_ref": 7302 + }, + "13": { + "Dice": 0.34581092168839456, + "FN": 59451, + "FP": 12307, + "IoU": 0.20905162911688197, + "TN": 130909208, + "TP": 18966, + "n_pred": 31273, + "n_ref": 78417 + }, + "14": { + "Dice": 0.0053983464012602456, + "FN": 943560, + "FP": 1601, + "IoU": 0.0027064784547432487, + "TN": 130052206, + "TP": 2565, + "n_pred": 4166, + "n_ref": 946125 + }, + "15": { + "Dice": 0.23408405745699593, + "FN": 21350, + "FP": 4564, + "IoU": 0.13255673830086362, + "TN": 130970058, + "TP": 3960, + "n_pred": 8524, + "n_ref": 25310 + }, + "2": { + "Dice": 0.6040402832038936, + "FN": 122918, + "FP": 2859, + "IoU": 0.43270609884806555, + "TN": 130778218, + "TP": 95937, + "n_pred": 98796, + "n_ref": 218855 + }, + "3": { + "Dice": 0.8018627876079567, + "FN": 23213, + "FP": 105192, + "IoU": 0.6692578940996773, + "TN": 130611699, + "TP": 259828, + "n_pred": 365020, + "n_ref": 283041 + }, + "4": { + "Dice": 0.010623683487498856, + "FN": 2222, + "FP": 8581, + "IoU": 0.005340208083970168, + "TN": 130989071, + "TP": 58, + "n_pred": 8639, + "n_ref": 2280 + }, + "5": { + "Dice": 0.40296818847331295, + "FN": 17664, + "FP": 278, + "IoU": 0.2523232070675501, + "TN": 130975935, + "TP": 6055, + "n_pred": 6333, + "n_ref": 23719 + }, + "6": { + "Dice": 0.8682795565247012, + "FN": 76165, + "FP": 347645, + "IoU": 0.767220881738585, + "TN": 129179279, + "TP": 1396843, + "n_pred": 1744488, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.5936272162138335, + "FN": 79497, + "FP": 91054, + "IoU": 0.42209805469620937, + "TN": 130704811, + "TP": 124570, + "n_pred": 215624, + "n_ref": 204067 + }, + "8": { + "Dice": 0.9412005669389394, + "FN": 11141, + "FP": 3213, + "IoU": 0.8889318765669009, + "TN": 130870696, + "TP": 114882, + "n_pred": 118095, + "n_ref": 126023 + }, + "9": { + "Dice": 0.7693630458741412, + "FN": 8004, + "FP": 21503, + "IoU": 0.6251746652778131, + "TN": 130921210, + "TP": 49215, + "n_pred": 70718, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.951405015755169, + "FN": 2314, + "FP": 3315, + "IoU": 0.9073141012975038, + "TN": 74365966, + "TP": 55103, + "n_pred": 58418, + "n_ref": 57417 + }, + "10": { + "Dice": 0.5469447600894395, + "FN": 41472, + "FP": 20327, + "IoU": 0.37641016326612986, + "TN": 74327596, + "TP": 37303, + "n_pred": 57630, + "n_ref": 78775 + }, + "11": { + "Dice": 0.7113473538248208, + "FN": 849, + "FP": 400, + "IoU": 0.5520086083213773, + "TN": 74423910, + "TP": 1539, + "n_pred": 1939, + "n_ref": 2388 + }, + "12": { + "Dice": 0.6635658914728683, + "FN": 1173, + "FP": 129, + "IoU": 0.4965197215777262, + "TN": 74424112, + "TP": 1284, + "n_pred": 1413, + "n_ref": 2457 + }, + "13": { + "Dice": 0.4047418630751964, + "FN": 74477, + "FP": 10383, + "IoU": 0.25371559229619206, + "TN": 74312988, + "TP": 28850, + "n_pred": 39233, + "n_ref": 103327 + }, + "14": { + "Dice": 0.9207939337180145, + "FN": 18499, + "FP": 7719, + "IoU": 0.8532141937362133, + "TN": 74248084, + "TP": 152396, + "n_pred": 160115, + "n_ref": 170895 + }, + "15": { + "Dice": 0.5871339110633184, + "FN": 12936, + "FP": 118, + "IoU": 0.4155623209169054, + "TN": 74404362, + "TP": 9282, + "n_pred": 9400, + "n_ref": 22218 + }, + "2": { + "Dice": 0.9160827415124487, + "FN": 12399, + "FP": 7086, + "IoU": 0.8451592908398827, + "TN": 74300859, + "TP": 106354, + "n_pred": 113440, + "n_ref": 118753 + }, + "3": { + "Dice": 0.9415406861595143, + "FN": 8780, + "FP": 6421, + "IoU": 0.8895388550583516, + "TN": 74289084, + "TP": 122413, + "n_pred": 128834, + "n_ref": 131193 + }, + "4": { + "Dice": 0.38848845983711067, + "FN": 22995, + "FP": 506, + "IoU": 0.24107085190208616, + "TN": 74395732, + "TP": 7465, + "n_pred": 7971, + "n_ref": 30460 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 74426698, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9550840918330941, + "FN": 24253, + "FP": 56948, + "IoU": 0.9140296213009106, + "TN": 73482175, + "TP": 863322, + "n_pred": 920270, + "n_ref": 887575 + }, + "7": { + "Dice": 0.745562267838171, + "FN": 54372, + "FP": 11248, + "IoU": 0.594339797602636, + "TN": 74264937, + "TP": 96141, + "n_pred": 107389, + "n_ref": 150513 + }, + "8": { + "Dice": 0.9149993828338028, + "FN": 2461, + "FP": 5114, + "IoU": 0.8433169238406486, + "TN": 74378352, + "TP": 40771, + "n_pred": 45885, + "n_ref": 43232 + }, + "9": { + "Dice": 0.8501435517146856, + "FN": 4309, + "FP": 6078, + "IoU": 0.7393475533249686, + "TN": 74386848, + "TP": 29463, + "n_pred": 35541, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9692102707055242, + "FN": 6193, + "FP": 2334, + "IoU": 0.9402599222335096, + "TN": 106503953, + "TP": 134208, + "n_pred": 136542, + "n_ref": 140401 + }, + "10": { + "Dice": 0.8061916441659625, + "FN": 21115, + "FP": 16497, + "IoU": 0.6753107734806629, + "TN": 106530848, + "TP": 78228, + "n_pred": 94725, + "n_ref": 99343 + }, + "11": { + "Dice": 0.58397365532382, + "FN": 2523, + "FP": 509, + "IoU": 0.4124031007751938, + "TN": 106641528, + "TP": 2128, + "n_pred": 2637, + "n_ref": 4651 + }, + "12": { + "Dice": 0.7565904195302082, + "FN": 1782, + "FP": 591, + "IoU": 0.6084804487708299, + "TN": 106640627, + "TP": 3688, + "n_pred": 4279, + "n_ref": 5470 + }, + "13": { + "Dice": 0.6424103717766999, + "FN": 16242, + "FP": 11257, + "IoU": 0.4731992337164751, + "TN": 106594488, + "TP": 24701, + "n_pred": 35958, + "n_ref": 40943 + }, + "14": { + "Dice": 0.9464942855952563, + "FN": 2097, + "FP": 5609, + "IoU": 0.898423494674681, + "TN": 106570824, + "TP": 68158, + "n_pred": 73767, + "n_ref": 70255 + }, + "15": { + "Dice": 0.7968953220054542, + "FN": 7567, + "FP": 2115, + "IoU": 0.6623657413865253, + "TN": 106618012, + "TP": 18994, + "n_pred": 21109, + "n_ref": 26561 + }, + "2": { + "Dice": 0.7751672134400566, + "FN": 6978, + "FP": 97261, + "IoU": 0.6328759500447287, + "TN": 106362754, + "TP": 179695, + "n_pred": 276956, + "n_ref": 186673 + }, + "3": { + "Dice": 0.5331942435809289, + "FN": 94268, + "FP": 4179, + "IoU": 0.3635070569143537, + "TN": 106492017, + "TP": 56224, + "n_pred": 60403, + "n_ref": 150492 + }, + "4": { + "Dice": 0.7956013745704468, + "FN": 1401, + "FP": 3060, + "IoU": 0.6605797763067792, + "TN": 106633545, + "TP": 8682, + "n_pred": 11742, + "n_ref": 10083 + }, + "5": { + "Dice": 0.6835331968411816, + "FN": 2105, + "FP": 59, + "IoU": 0.5192179515663186, + "TN": 106642187, + "TP": 2337, + "n_pred": 2396, + "n_ref": 4442 + }, + "6": { + "Dice": 0.973391902040842, + "FN": 37426, + "FP": 30102, + "IoU": 0.9481630857733279, + "TN": 105343987, + "TP": 1235173, + "n_pred": 1265275, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.8431247450911845, + "FN": 47430, + "FP": 60268, + "IoU": 0.7287948648859633, + "TN": 106249579, + "TP": 289411, + "n_pred": 349679, + "n_ref": 336841 + }, + "8": { + "Dice": 0.9435023743067387, + "FN": 5960, + "FP": 1833, + "IoU": 0.8930473210364515, + "TN": 106573824, + "TP": 65071, + "n_pred": 66904, + "n_ref": 71031 + }, + "9": { + "Dice": 0.8906811574647645, + "FN": 12473, + "FP": 5351, + "IoU": 0.8029081660861392, + "TN": 106556253, + "TP": 72611, + "n_pred": 77962, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9434786243333166, + "FN": 13668, + "FP": 3235, + "IoU": 0.8930047664563011, + "TN": 107968949, + "TP": 141076, + "n_pred": 144311, + "n_ref": 154744 + }, + "10": { + "Dice": 0.8551061771615459, + "FN": 6887, + "FP": 18277, + "IoU": 0.7468868816512101, + "TN": 108027510, + "TP": 74254, + "n_pred": 92531, + "n_ref": 81141 + }, + "11": { + "Dice": 0.6978159684926603, + "FN": 1088, + "FP": 600, + "IoU": 0.5358812207863624, + "TN": 108123291, + "TP": 1949, + "n_pred": 2549, + "n_ref": 3037 + }, + "12": { + "Dice": 0.7545167403663929, + "FN": 988, + "FP": 955, + "IoU": 0.6058023939947251, + "TN": 108121999, + "TP": 2986, + "n_pred": 3941, + "n_ref": 3974 + }, + "13": { + "Dice": 0.7449654959246891, + "FN": 21988, + "FP": 15967, + "IoU": 0.5935816852091789, + "TN": 108033539, + "TP": 55434, + "n_pred": 71401, + "n_ref": 77422 + }, + "14": { + "Dice": 0.7447742038184876, + "FN": 2464, + "FP": 23189, + "IoU": 0.5933388288259726, + "TN": 108063846, + "TP": 37429, + "n_pred": 60618, + "n_ref": 39893 + }, + "15": { + "Dice": 0.7882102943491264, + "FN": 7201, + "FP": 3563, + "IoU": 0.6504513866337598, + "TN": 108096134, + "TP": 20030, + "n_pred": 23593, + "n_ref": 27231 + }, + "2": { + "Dice": 0.9495041519403857, + "FN": 13221, + "FP": 5624, + "IoU": 0.9038628317229699, + "TN": 107930906, + "TP": 177177, + "n_pred": 182801, + "n_ref": 190398 + }, + "3": { + "Dice": 0.9577913038591902, + "FN": 12745, + "FP": 3780, + "IoU": 0.9190014508665987, + "TN": 107922912, + "TP": 187491, + "n_pred": 191271, + "n_ref": 200236 + }, + "4": { + "Dice": 0.8576732882145449, + "FN": 7900, + "FP": 533, + "IoU": 0.7508125997281484, + "TN": 108093086, + "TP": 25409, + "n_pred": 25942, + "n_ref": 33309 + }, + "5": { + "Dice": 0.751788837653045, + "FN": 1513, + "FP": 48, + "IoU": 0.6022929936305732, + "TN": 108123003, + "TP": 2364, + "n_pred": 2412, + "n_ref": 3877 + }, + "6": { + "Dice": 0.9727528110859306, + "FN": 46169, + "FP": 34121, + "IoU": 0.9469510567502781, + "TN": 106613420, + "TP": 1433218, + "n_pred": 1467339, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.8929121021579486, + "FN": 17034, + "FP": 40377, + "IoU": 0.8065412908030368, + "TN": 107830167, + "TP": 239350, + "n_pred": 279727, + "n_ref": 256384 + }, + "8": { + "Dice": 0.9495640400126061, + "FN": 2495, + "FP": 1826, + "IoU": 0.9039713758695024, + "TN": 108081931, + "TP": 40676, + "n_pred": 42502, + "n_ref": 43171 + }, + "9": { + "Dice": 0.9047565966527064, + "FN": 4922, + "FP": 7040, + "IoU": 0.8260781063712234, + "TN": 108058150, + "TP": 56816, + "n_pred": 63856, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7321635215368907, + "FN": 27690, + "FP": 43134, + "IoU": 0.5774904997404953, + "TN": 62402533, + "TP": 96803, + "n_pred": 139937, + "n_ref": 124493 + }, + "10": { + "Dice": 0.8682825664290343, + "FN": 8905, + "FP": 6338, + "IoU": 0.7672255818215137, + "TN": 62504676, + "TP": 50241, + "n_pred": 56579, + "n_ref": 59146 + }, + "11": { + "Dice": 0.6514657980456026, + "FN": 852, + "FP": 432, + "IoU": 0.4830917874396135, + "TN": 62567676, + "TP": 1200, + "n_pred": 1632, + "n_ref": 2052 + }, + "12": { + "Dice": 0.6436837029893925, + "FN": 1597, + "FP": 1359, + "IoU": 0.47458229648062566, + "TN": 62564534, + "TP": 2670, + "n_pred": 4029, + "n_ref": 4267 + }, + "13": { + "Dice": 0.7470547158335774, + "FN": 8545, + "FP": 13913, + "IoU": 0.59623889827766, + "TN": 62514538, + "TP": 33164, + "n_pred": 47077, + "n_ref": 41709 + }, + "14": { + "Dice": 0.8145724520221729, + "FN": 110206, + "FP": 986, + "IoU": 0.6871549875922143, + "TN": 62214738, + "TP": 244230, + "n_pred": 245216, + "n_ref": 354436 + }, + "15": { + "Dice": 0.3758997849864448, + "FN": 63192, + "FP": 30272, + "IoU": 0.2314511022851551, + "TN": 62448549, + "TP": 28147, + "n_pred": 58419, + "n_ref": 91339 + }, + "2": { + "Dice": 0.8127388535031848, + "FN": 48025, + "FP": 6806, + "IoU": 0.6845493562231759, + "TN": 62396342, + "TP": 118987, + "n_pred": 125793, + "n_ref": 167012 + }, + "3": { + "Dice": 0.8768635420871671, + "FN": 11189, + "FP": 41887, + "IoU": 0.7807275206048212, + "TN": 62328105, + "TP": 188979, + "n_pred": 230866, + "n_ref": 200168 + }, + "4": { + "Dice": 0.9186877685777172, + "FN": 1567, + "FP": 2312, + "IoU": 0.8496045285359801, + "TN": 62544368, + "TP": 21913, + "n_pred": 24225, + "n_ref": 23480 + }, + "5": { + "Dice": 0.6082904884318766, + "FN": 4389, + "FP": 487, + "IoU": 0.4370815054259986, + "TN": 62561498, + "TP": 3786, + "n_pred": 4273, + "n_ref": 8175 + }, + "6": { + "Dice": 0.9229780594239844, + "FN": 43522, + "FP": 192477, + "IoU": 0.8569723834319986, + "TN": 60920136, + "TP": 1414025, + "n_pred": 1606502, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.8380955756334537, + "FN": 21866, + "FP": 42089, + "IoU": 0.7213119754581979, + "TN": 62340674, + "TP": 165531, + "n_pred": 207620, + "n_ref": 187397 + }, + "8": { + "Dice": 0.9355118016007659, + "FN": 3676, + "FP": 5485, + "IoU": 0.8788371754685289, + "TN": 62494551, + "TP": 66448, + "n_pred": 71933, + "n_ref": 70124 + }, + "9": { + "Dice": 0.8448862197460294, + "FN": 2889, + "FP": 14261, + "IoU": 0.7314311665126768, + "TN": 62506303, + "TP": 46707, + "n_pred": 60968, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7906494130512224, + "FN": 89831, + "FP": 11251, + "IoU": 0.6537801540627279, + "TN": 55089289, + "TP": 190877, + "n_pred": 202128, + "n_ref": 280708 + }, + "10": { + "Dice": 0.8377876250611969, + "FN": 9830, + "FP": 16014, + "IoU": 0.7208558806692373, + "TN": 55288665, + "TP": 66739, + "n_pred": 82753, + "n_ref": 76569 + }, + "11": { + "Dice": 0.7107086966241896, + "FN": 1148, + "FP": 1440, + "IoU": 0.551239812727588, + "TN": 55375481, + "TP": 3179, + "n_pred": 4619, + "n_ref": 4327 + }, + "12": { + "Dice": 0.6859243697478992, + "FN": 2116, + "FP": 276, + "IoU": 0.521982414068745, + "TN": 55376244, + "TP": 2612, + "n_pred": 2888, + "n_ref": 4728 + }, + "13": { + "Dice": 0.6845175245261356, + "FN": 21484, + "FP": 9291, + "IoU": 0.5203547270970357, + "TN": 55317086, + "TP": 33387, + "n_pred": 42678, + "n_ref": 54871 + }, + "14": { + "Dice": 0.9246366565745052, + "FN": 4941, + "FP": 9770, + "IoU": 0.8598365029155075, + "TN": 55276292, + "TP": 90245, + "n_pred": 100015, + "n_ref": 95186 + }, + "15": { + "Dice": 0.7431267927827582, + "FN": 25812, + "FP": 17083, + "IoU": 0.5912504049856111, + "TN": 55276306, + "TP": 62047, + "n_pred": 79130, + "n_ref": 87859 + }, + "2": { + "Dice": 0.9159469858914066, + "FN": 18620, + "FP": 13819, + "IoU": 0.8449282221170532, + "TN": 55172061, + "TP": 176748, + "n_pred": 190567, + "n_ref": 195368 + }, + "3": { + "Dice": 0.9183485878587803, + "FN": 20040, + "FP": 9096, + "IoU": 0.8490245355856673, + "TN": 55188263, + "TP": 163849, + "n_pred": 172945, + "n_ref": 183889 + }, + "4": { + "Dice": 0.8080624384329772, + "FN": 2077, + "FP": 456, + "IoU": 0.6779402415766053, + "TN": 55373383, + "TP": 5332, + "n_pred": 5788, + "n_ref": 7409 + }, + "5": { + "Dice": 0.6048840048840048, + "FN": 3163, + "FP": 73, + "IoU": 0.4335725538246105, + "TN": 55375535, + "TP": 2477, + "n_pred": 2550, + "n_ref": 5640 + }, + "6": { + "Dice": 0.9393859923528639, + "FN": 49889, + "FP": 137094, + "IoU": 0.8857001563054931, + "TN": 53745349, + "TP": 1448916, + "n_pred": 1586010, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.8145352509673344, + "FN": 46947, + "FP": 11482, + "IoU": 0.6871020430021153, + "TN": 55194513, + "TP": 128306, + "n_pred": 139788, + "n_ref": 175253 + }, + "8": { + "Dice": 0.9413153026727052, + "FN": 2781, + "FP": 2739, + "IoU": 0.8891365909501717, + "TN": 55331457, + "TP": 44271, + "n_pred": 47010, + "n_ref": 47052 + }, + "9": { + "Dice": 0.8794364874383658, + "FN": 4097, + "FP": 8740, + "IoU": 0.7848162800053641, + "TN": 55321592, + "TP": 46819, + "n_pred": 55559, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8520751942084495, + "FN": 72055, + "FP": 3180, + "IoU": 0.7422743980350713, + "TN": 110854696, + "TP": 216684, + "n_pred": 219864, + "n_ref": 288739 + }, + "10": { + "Dice": 0.8447210197210198, + "FN": 12027, + "FP": 13799, + "IoU": 0.7311835791533522, + "TN": 111050542, + "TP": 70247, + "n_pred": 84046, + "n_ref": 82274 + }, + "11": { + "Dice": 0.7725986963473127, + "FN": 493, + "FP": 1356, + "IoU": 0.6294589178356713, + "TN": 111141625, + "TP": 3141, + "n_pred": 4497, + "n_ref": 3634 + }, + "12": { + "Dice": 0.7128324112082812, + "FN": 1107, + "FP": 502, + "IoU": 0.5537992235163616, + "TN": 111143009, + "TP": 1997, + "n_pred": 2499, + "n_ref": 3104 + }, + "13": { + "Dice": 0.6223231995383894, + "FN": 19453, + "FP": 32910, + "IoU": 0.4517192997151952, + "TN": 111051111, + "TP": 43141, + "n_pred": 76051, + "n_ref": 62594 + }, + "14": { + "Dice": 0.8925837821848077, + "FN": 4907, + "FP": 3808, + "IoU": 0.8060056985130443, + "TN": 111101691, + "TP": 36209, + "n_pred": 40017, + "n_ref": 41116 + }, + "15": { + "Dice": 0.7640346493419957, + "FN": 7018, + "FP": 4314, + "IoU": 0.6181683401846486, + "TN": 111116937, + "TP": 18346, + "n_pred": 22660, + "n_ref": 25364 + }, + "2": { + "Dice": 0.6229279631477797, + "FN": 8895, + "FP": 169060, + "IoU": 0.45235684588563674, + "TN": 110821668, + "TP": 146992, + "n_pred": 316052, + "n_ref": 155887 + }, + "3": { + "Dice": 0.3726132692785555, + "FN": 188329, + "FP": 1032, + "IoU": 0.22896418057517925, + "TN": 110901022, + "TP": 56232, + "n_pred": 57264, + "n_ref": 244561 + }, + "4": { + "Dice": 0.9108965064426996, + "FN": 2190, + "FP": 1067, + "IoU": 0.836372770660638, + "TN": 111126710, + "TP": 16648, + "n_pred": 17715, + "n_ref": 18838 + }, + "5": { + "Dice": 0.8261105680460519, + "FN": 964, + "FP": 637, + "IoU": 0.7037379718726869, + "TN": 111141211, + "TP": 3803, + "n_pred": 4440, + "n_ref": 4767 + }, + "6": { + "Dice": 0.9619465007742013, + "FN": 21879, + "FP": 103311, + "IoU": 0.926682971052687, + "TN": 109439099, + "TP": 1582326, + "n_pred": 1685637, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.4048328634716069, + "FN": 265615, + "FP": 66890, + "IoU": 0.25378711371440116, + "TN": 110701025, + "TP": 113085, + "n_pred": 179975, + "n_ref": 378700 + }, + "8": { + "Dice": 0.9136786840200685, + "FN": 6065, + "FP": 8009, + "IoU": 0.8410759050565731, + "TN": 111058057, + "TP": 74484, + "n_pred": 82493, + "n_ref": 80549 + }, + "9": { + "Dice": 0.9027118342669156, + "FN": 5090, + "FP": 5852, + "IoU": 0.8226752665867176, + "TN": 111084909, + "TP": 50764, + "n_pred": 56616, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9561210016505731, + "FN": 12771, + "FP": 4615, + "IoU": 0.9159308724118256, + "TN": 96914219, + "TP": 189420, + "n_pred": 194035, + "n_ref": 202191 + }, + "10": { + "Dice": 0.8423239717479962, + "FN": 8928, + "FP": 15584, + "IoU": 0.7275990442851586, + "TN": 97031040, + "TP": 65473, + "n_pred": 81057, + "n_ref": 74401 + }, + "11": { + "Dice": 0.7470555243970836, + "FN": 1248, + "FP": 556, + "IoU": 0.5962399283795882, + "TN": 97116557, + "TP": 2664, + "n_pred": 3220, + "n_ref": 3912 + }, + "12": { + "Dice": 0.7279668411867365, + "FN": 1946, + "FP": 548, + "IoU": 0.5722860572800549, + "TN": 97115194, + "TP": 3337, + "n_pred": 3885, + "n_ref": 5283 + }, + "13": { + "Dice": 0.8124069950291811, + "FN": 12882, + "FP": 4893, + "IoU": 0.684078629318925, + "TN": 97064761, + "TP": 38489, + "n_pred": 43382, + "n_ref": 51371 + }, + "14": { + "Dice": 0.931365341909794, + "FN": 11680, + "FP": 6246, + "IoU": 0.871547010813096, + "TN": 96981472, + "TP": 121627, + "n_pred": 127873, + "n_ref": 133307 + }, + "15": { + "Dice": 0.7530886471137328, + "FN": 20496, + "FP": 10981, + "IoU": 0.6039632611977857, + "TN": 97041545, + "TP": 48003, + "n_pred": 58984, + "n_ref": 68499 + }, + "2": { + "Dice": 0.8271187330245496, + "FN": 9801, + "FP": 56078, + "IoU": 0.7052024414691773, + "TN": 96897553, + "TP": 157593, + "n_pred": 213671, + "n_ref": 167394 + }, + "3": { + "Dice": 0.8396400494130903, + "FN": 57398, + "FP": 4652, + "IoU": 0.7236030931508802, + "TN": 96896529, + "TP": 162446, + "n_pred": 167098, + "n_ref": 219844 + }, + "4": { + "Dice": 0.8376400852088544, + "FN": 3667, + "FP": 1592, + "IoU": 0.7206374501992032, + "TN": 97102200, + "TP": 13566, + "n_pred": 15158, + "n_ref": 17233 + }, + "5": { + "Dice": 0.511492392359987, + "FN": 7718, + "FP": 1336, + "IoU": 0.3436276642018269, + "TN": 97107231, + "TP": 4740, + "n_pred": 6076, + "n_ref": 12458 + }, + "6": { + "Dice": 0.937319199294003, + "FN": 36442, + "FP": 171027, + "IoU": 0.8820326843877206, + "TN": 95362326, + "TP": 1551230, + "n_pred": 1722257, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.8440383543385309, + "FN": 55735, + "FP": 44427, + "IoU": 0.7301612103709132, + "TN": 96749833, + "TP": 271030, + "n_pred": 315457, + "n_ref": 326765 + }, + "8": { + "Dice": 0.9526399320683764, + "FN": 5870, + "FP": 3500, + "IoU": 0.9095629681105706, + "TN": 97017417, + "TP": 94238, + "n_pred": 97738, + "n_ref": 100108 + }, + "9": { + "Dice": 0.9225833434804936, + "FN": 8313, + "FP": 6310, + "IoU": 0.8562920740995529, + "TN": 97019270, + "TP": 87132, + "n_pred": 93442, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9629767461092762, + "FN": 10826, + "FP": 3500, + "IoU": 0.9285970613449231, + "TN": 78855769, + "TP": 186310, + "n_pred": 189810, + "n_ref": 197136 + }, + "10": { + "Dice": 0.8566535225134219, + "FN": 9481, + "FP": 18474, + "IoU": 0.7492510270347846, + "TN": 78944919, + "TP": 83531, + "n_pred": 102005, + "n_ref": 93012 + }, + "11": { + "Dice": 0.6378199226661757, + "FN": 1277, + "FP": 690, + "IoU": 0.4682346580156799, + "TN": 79052706, + "TP": 1732, + "n_pred": 2422, + "n_ref": 3009 + }, + "12": { + "Dice": 0.4439675727229375, + "FN": 2073, + "FP": 259, + "IoU": 0.2853202574318112, + "TN": 79053142, + "TP": 931, + "n_pred": 1190, + "n_ref": 3004 + }, + "13": { + "Dice": 0.6722542760574921, + "FN": 26093, + "FP": 12307, + "IoU": 0.5063125144635006, + "TN": 78978623, + "TP": 39382, + "n_pred": 51689, + "n_ref": 65475 + }, + "14": { + "Dice": 0.6684606252473289, + "FN": 8317, + "FP": 21006, + "IoU": 0.5020209224916785, + "TN": 78997521, + "TP": 29561, + "n_pred": 50567, + "n_ref": 37878 + }, + "15": { + "Dice": 0.6070401314888372, + "FN": 16372, + "FP": 12318, + "IoU": 0.43579154375614554, + "TN": 79005555, + "TP": 22160, + "n_pred": 34478, + "n_ref": 38532 + }, + "2": { + "Dice": 0.9351116586543826, + "FN": 8000, + "FP": 6537, + "IoU": 0.878131182723584, + "TN": 78937121, + "TP": 104747, + "n_pred": 111284, + "n_ref": 112747 + }, + "3": { + "Dice": 0.9415491294371711, + "FN": 9765, + "FP": 4093, + "IoU": 0.8895539279366875, + "TN": 78930932, + "TP": 111615, + "n_pred": 115708, + "n_ref": 121380 + }, + "4": { + "Dice": 0.566260987153482, + "FN": 5132, + "FP": 0, + "IoU": 0.3949540202782363, + "TN": 79047923, + "TP": 3350, + "n_pred": 3350, + "n_ref": 8482 + }, + "5": { + "Dice": 0.7960518765063698, + "FN": 1490, + "FP": 287, + "IoU": 0.6612011439466158, + "TN": 79051160, + "TP": 3468, + "n_pred": 3755, + "n_ref": 4958 + }, + "6": { + "Dice": 0.9640130276381236, + "FN": 60992, + "FP": 32906, + "IoU": 0.9305262067536773, + "TN": 77704845, + "TP": 1257662, + "n_pred": 1290568, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.7898354183044369, + "FN": 161500, + "FP": 4786, + "IoU": 0.6526677695341221, + "TN": 78577653, + "TP": 312466, + "n_pred": 317252, + "n_ref": 473966 + }, + "8": { + "Dice": 0.9366092118210964, + "FN": 2021, + "FP": 1973, + "IoU": 0.8807761194029851, + "TN": 79022905, + "TP": 29506, + "n_pred": 31479, + "n_ref": 31527 + }, + "9": { + "Dice": 0.9055762830051687, + "FN": 8305, + "FP": 4830, + "IoU": 0.8274457771180095, + "TN": 78980284, + "TP": 62986, + "n_pred": 67816, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9101501075144557, + "FN": 12898, + "FP": 30642, + "IoU": 0.8351151051074933, + "TN": 122447877, + "TP": 220523, + "n_pred": 251165, + "n_ref": 233421 + }, + "10": { + "Dice": 0.8349456871598414, + "FN": 17659, + "FP": 19006, + "IoU": 0.7166581660252547, + "TN": 122582538, + "TP": 92737, + "n_pred": 111743, + "n_ref": 110396 + }, + "11": { + "Dice": 0.5693370165745857, + "FN": 2121, + "FP": 997, + "IoU": 0.3979532728325932, + "TN": 122706761, + "TP": 2061, + "n_pred": 3058, + "n_ref": 4182 + }, + "12": { + "Dice": 0.33178566946919313, + "FN": 4968, + "FP": 357, + "IoU": 0.19888671581164435, + "TN": 122705293, + "TP": 1322, + "n_pred": 1679, + "n_ref": 6290 + }, + "13": { + "Dice": 0.26939494379961104, + "FN": 42787, + "FP": 16948, + "IoU": 0.15566517781421382, + "TN": 122641192, + "TP": 11013, + "n_pred": 27961, + "n_ref": 53800 + }, + "14": { + "Dice": 0.8237914903096458, + "FN": 11547, + "FP": 29585, + "IoU": 0.7003787878787879, + "TN": 122574660, + "TP": 96148, + "n_pred": 125733, + "n_ref": 107695 + }, + "15": { + "Dice": 0.8709371701811446, + "FN": 10654, + "FP": 1330, + "IoU": 0.7713806062687194, + "TN": 122659521, + "TP": 40435, + "n_pred": 41765, + "n_ref": 51089 + }, + "2": { + "Dice": 0.6599484783652797, + "FN": 61367, + "FP": 16515, + "IoU": 0.4924799291001981, + "TN": 122558484, + "TP": 75574, + "n_pred": 92089, + "n_ref": 136941 + }, + "3": { + "Dice": 0.8109477606853144, + "FN": 3124, + "FP": 63436, + "IoU": 0.6820118863345372, + "TN": 122502624, + "TP": 142756, + "n_pred": 206192, + "n_ref": 145880 + }, + "4": { + "Dice": 0.8039620609797472, + "FN": 10972, + "FP": 15608, + "IoU": 0.6721877582230554, + "TN": 122630857, + "TP": 54503, + "n_pred": 70111, + "n_ref": 65475 + }, + "5": { + "Dice": 0.4642167967111335, + "FN": 11676, + "FP": 1096, + "IoU": 0.3022671401256487, + "TN": 122693635, + "TP": 5533, + "n_pred": 6629, + "n_ref": 17209 + }, + "6": { + "Dice": 0.9347054963425265, + "FN": 45712, + "FP": 186922, + "IoU": 0.8774151120966118, + "TN": 120814202, + "TP": 1665104, + "n_pred": 1852026, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.6405474044653944, + "FN": 184239, + "FP": 244474, + "IoU": 0.47118039023162755, + "TN": 121901242, + "TP": 381985, + "n_pred": 626459, + "n_ref": 566224 + }, + "8": { + "Dice": 0.9297650702062229, + "FN": 6897, + "FP": 12676, + "IoU": 0.8687485750305111, + "TN": 122562814, + "TP": 129553, + "n_pred": 142229, + "n_ref": 136450 + }, + "9": { + "Dice": 0.8010757875440204, + "FN": 8324, + "FP": 24664, + "IoU": 0.6681621567246756, + "TN": 122612530, + "TP": 66422, + "n_pred": 91086, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/loop_000/summary_cross_val.json b/nnActive_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/loop_000/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..565bcc722b06204de92f92cb3b4b4880f41fc46d --- /dev/null +++ b/nnActive_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/loop_000/summary_cross_val.json @@ -0,0 +1,24396 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": 0.41754417386433623, + "FN": 1145.448888888889, + "FP": 863.1222222222223, + "IoU": 0.3471861979188546, + "TN": 571744.8866666666, + "TP": 4512.142222222221, + "n_pred": 5375.264444444445, + "n_ref": 5657.59111111111 + }, + "mean": { + "1": { + "Dice": 0.4770486497297998, + "FN": 556.5666666666667, + "FP": 1203.9666666666667, + "IoU": 0.4470127709923652, + "TN": 569033.3666666667, + "TP": 7471.7, + "n_pred": 8675.666666666666, + "n_ref": 8028.266666666666 + }, + "10": { + "Dice": 0.5287309257358015, + "FN": 1836.3333333333333, + "FP": 1600.6, + "IoU": 0.435078353313339, + "TN": 570074.3, + "TP": 4754.366666666667, + "n_pred": 6354.966666666666, + "n_ref": 6590.7 + }, + "11": { + "Dice": 0.4169092364578994, + "FN": 56.36666666666667, + "FP": 40.36666666666667, + "IoU": 0.30939723033365274, + "TN": 578062.9, + "TP": 105.96666666666667, + "n_pred": 146.33333333333334, + "n_ref": 162.33333333333334 + }, + "12": { + "Dice": 0.2931317769203543, + "FN": 113.2, + "FP": 49.4, + "IoU": 0.2074364430779206, + "TN": 577992.1, + "TP": 110.9, + "n_pred": 160.3, + "n_ref": 224.1 + }, + "13": { + "Dice": 0.37119954407658134, + "FN": 2618.0, + "FP": 891.0666666666667, + "IoU": 0.2876805344267704, + "TN": 571516.0333333333, + "TP": 3240.5, + "n_pred": 4131.566666666667, + "n_ref": 5858.5 + }, + "14": { + "Dice": 0.07262471355543804, + "FN": 443.43333333333334, + "FP": 468.26666666666665, + "IoU": 0.04075173095944609, + "TN": 577264.6333333333, + "TP": 89.26666666666667, + "n_pred": 557.5333333333333, + "n_ref": 532.7 + }, + "15": { + "Dice": 0.09069400630914827, + "FN": 139.13333333333333, + "FP": 87.5, + "IoU": 0.05539499036608863, + "TN": 578023.6333333333, + "TP": 15.333333333333334, + "n_pred": 102.83333333333333, + "n_ref": 154.46666666666667 + }, + "2": { + "Dice": 0.5116277340771495, + "FN": 1238.0666666666666, + "FP": 1298.9666666666667, + "IoU": 0.4624391213783412, + "TN": 568557.2333333333, + "TP": 7171.333333333333, + "n_pred": 8470.3, + "n_ref": 8409.4 + }, + "3": { + "Dice": 0.4574171553601864, + "FN": 1815.6, + "FP": 1031.8666666666666, + "IoU": 0.40237877582003817, + "TN": 571126.1666666666, + "TP": 4291.966666666666, + "n_pred": 5323.833333333333, + "n_ref": 6107.566666666667 + }, + "4": { + "Dice": 0.16763711704716242, + "FN": 1138.8333333333333, + "FP": 76.13333333333334, + "IoU": 0.1201467170238184, + "TN": 576305.0, + "TP": 745.6333333333333, + "n_pred": 821.7666666666667, + "n_ref": 1884.4666666666667 + }, + "5": { + "Dice": 0.46607241631918456, + "FN": 648.6666666666666, + "FP": 207.4, + "IoU": 0.34883761759693904, + "TN": 576876.9666666667, + "TP": 532.5666666666667, + "n_pred": 739.9666666666667, + "n_ref": 1181.2333333333333 + }, + "6": { + "Dice": 0.5814347892799231, + "FN": 1538.4666666666667, + "FP": 3111.6666666666665, + "IoU": 0.5413866410090955, + "TN": 546920.4333333333, + "TP": 26695.033333333333, + "n_pred": 29806.7, + "n_ref": 28233.5 + }, + "7": { + "Dice": 0.3675275225245558, + "FN": 3253.4, + "FP": 1957.1, + "IoU": 0.2884258140599671, + "TN": 568719.3333333334, + "TP": 4335.766666666666, + "n_pred": 6292.866666666667, + "n_ref": 7589.166666666667 + }, + "8": { + "Dice": 0.9044733825715708, + "FN": 963.1333333333333, + "FP": 267.26666666666665, + "IoU": 0.8300148935182013, + "TN": 571503.2333333333, + "TP": 5531.966666666666, + "n_pred": 5799.233333333334, + "n_ref": 6495.1 + }, + "9": { + "Dice": 0.5566336380002892, + "FN": 822.5333333333333, + "FP": 655.2666666666667, + "IoU": 0.43141133490683553, + "TN": 574197.9666666667, + "TP": 2589.8333333333335, + "n_pred": 3245.1, + "n_ref": 3412.366666666667 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.763364718698934, + "FN": 801, + "FP": 2240, + "IoU": 0.6172917191039516, + "TN": 692982, + "TP": 4905, + "n_pred": 7145, + "n_ref": 5706 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7138187998431168, + "FN": 3344, + "FP": 3223, + "IoU": 0.5549908517991462, + "TN": 686171, + "TP": 8190, + "n_pred": 11413, + "n_ref": 11534 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.6461538461538462, + "FN": 23, + "FP": 0, + "IoU": 0.4772727272727273, + "TN": 700884, + "TP": 21, + "n_pred": 21, + "n_ref": 44 + }, + "8": { + "Dice": 0.8665538271405927, + "FN": 4733, + "FP": 234, + "IoU": 0.7645301981606144, + "TN": 679834, + "TP": 16127, + "n_pred": 16361, + "n_ref": 20860 + }, + "9": { + "Dice": 0.8209050804041554, + "FN": 2366, + "FP": 2668, + "IoU": 0.6962162814555549, + "TN": 684357, + "TP": 11537, + "n_pred": 14205, + "n_ref": 13903 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0001.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0001.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9873089937889753, + "FN": 1409, + "FP": 620, + "IoU": 0.9749360740182575, + "TN": 444743, + "TP": 78924, + "n_pred": 79544, + "n_ref": 80333 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0007.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0007.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 6732, + "FP": 0, + "IoU": 0.0, + "TN": 518964, + "TP": 0, + "n_pred": 0, + "n_ref": 6732 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.6794554265056534, + "FN": 19599, + "FP": 1238, + "IoU": 0.5145266885673679, + "TN": 482775, + "TP": 22084, + "n_pred": 23322, + "n_ref": 41683 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9386637458926615, + "FN": 3945, + "FP": 9383, + "IoU": 0.8844169246646026, + "TN": 410385, + "TP": 101983, + "n_pred": 111366, + "n_ref": 105928 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 9113, + "IoU": 0.0, + "TN": 516583, + "TP": 0, + "n_pred": 9113, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0050.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0050.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 6050, + "IoU": 0.0, + "TN": 694878, + "TP": 0, + "n_pred": 6050, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 575, + "FP": 0, + "IoU": 0.0, + "TN": 700353, + "TP": 0, + "n_pred": 0, + "n_ref": 575 + }, + "11": { + "Dice": 0.4245810055865922, + "FN": 206, + "FP": 0, + "IoU": 0.2695035460992908, + "TN": 700646, + "TP": 76, + "n_pred": 76, + "n_ref": 282 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 2004, + "IoU": 0.0, + "TN": 698924, + "TP": 0, + "n_pred": 2004, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 14, + "IoU": 0.0, + "TN": 700914, + "TP": 0, + "n_pred": 14, + "n_ref": 0 + }, + "5": { + "Dice": 0.12170553332413413, + "FN": 6363, + "FP": 2, + "IoU": 0.0647957684396121, + "TN": 694122, + "TP": 441, + "n_pred": 443, + "n_ref": 6804 + }, + "6": { + "Dice": 0.9279821428571429, + "FN": 12287, + "FP": 11911, + "IoU": 0.8656405643562707, + "TN": 520829, + "TP": 155901, + "n_pred": 167812, + "n_ref": 168188 + }, + "7": { + "Dice": 0.10514126910606762, + "FN": 2117, + "FP": 1747, + "IoU": 0.05548765582987045, + "TN": 696837, + "TP": 227, + "n_pred": 1974, + "n_ref": 2344 + }, + "8": { + "Dice": 0.8454764339193245, + "FN": 4362, + "FP": 323, + "IoU": 0.7323163067078048, + "TN": 683426, + "TP": 12817, + "n_pred": 13140, + "n_ref": 17179 + }, + "9": { + "Dice": 0.7187696170747018, + "FN": 6090, + "FP": 5558, + "IoU": 0.560999510044096, + "TN": 674395, + "TP": 14885, + "n_pred": 20443, + "n_ref": 20975 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0057.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0057.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1417, + "IoU": 0.0, + "TN": 699511, + "TP": 0, + "n_pred": 1417, + "n_ref": 0 + }, + "10": { + "Dice": 0.8418105459636024, + "FN": 179, + "FP": 160, + "IoU": 0.7268331990330379, + "TN": 699687, + "TP": 902, + "n_pred": 1062, + "n_ref": 1081 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 19, + "IoU": 0.0, + "TN": 700909, + "TP": 0, + "n_pred": 19, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 140, + "IoU": 0.0, + "TN": 700788, + "TP": 0, + "n_pred": 140, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.37785977859778597, + "FN": 5317, + "FP": 1427, + "IoU": 0.2329390354868062, + "TN": 692136, + "TP": 2048, + "n_pred": 3475, + "n_ref": 7365 + }, + "6": { + "Dice": 0.8974236965535993, + "FN": 6097, + "FP": 5975, + "IoU": 0.8139334155363749, + "TN": 636048, + "TP": 52808, + "n_pred": 58783, + "n_ref": 58905 + }, + "7": { + "Dice": 0.842647460353772, + "FN": 13875, + "FP": 7448, + "IoU": 0.7280819210120254, + "TN": 622511, + "TP": 57094, + "n_pred": 64542, + "n_ref": 70969 + }, + "8": { + "Dice": 0.9437794390907912, + "FN": 788, + "FP": 513, + "IoU": 0.8935438998445299, + "TN": 688707, + "TP": 10920, + "n_pred": 11433, + "n_ref": 11708 + }, + "9": { + "Dice": 0.567741935483871, + "FN": 98, + "FP": 840, + "IoU": 0.3963963963963964, + "TN": 699374, + "TP": 616, + "n_pred": 1456, + "n_ref": 714 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0072.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0072.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.6925242414763841, + "FN": 1230, + "FP": 736, + "IoU": 0.529665071770335, + "TN": 521516, + "TP": 2214, + "n_pred": 2950, + "n_ref": 3444 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9620489312936411, + "FN": 1110, + "FP": 314, + "IoU": 0.9268731063523854, + "TN": 506223, + "TP": 18049, + "n_pred": 18363, + "n_ref": 19159 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9889948074091297, + "FN": 1299, + "FP": 973, + "IoU": 0.9782292065925642, + "TN": 421336, + "TP": 102088, + "n_pred": 103061, + "n_ref": 103387 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0098.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0098.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8320929145946667, + "FN": 1095, + "FP": 3936, + "IoU": 0.7124649939989712, + "TN": 508199, + "TP": 12466, + "n_pred": 16402, + "n_ref": 13561 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5781246129072216, + "FN": 9921, + "FP": 7108, + "IoU": 0.40659302366100986, + "TN": 496999, + "TP": 11668, + "n_pred": 18776, + "n_ref": 21589 + }, + "14": { + "Dice": 0.2178741406663141, + "FN": 13303, + "FP": 5924, + "IoU": 0.12225519287833828, + "TN": 503791, + "TP": 2678, + "n_pred": 8602, + "n_ref": 15981 + }, + "15": { + "Dice": 0.3627760252365931, + "FN": 655, + "FP": 961, + "IoU": 0.22157996146435452, + "TN": 523620, + "TP": 460, + "n_pred": 1421, + "n_ref": 1115 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 1882, + "IoU": 0.0, + "TN": 523814, + "TP": 0, + "n_pred": 1882, + "n_ref": 0 + }, + "7": { + "Dice": 0.6988471873103926, + "FN": 24246, + "FP": 10498, + "IoU": 0.5370984718280774, + "TN": 450639, + "TP": 40313, + "n_pred": 50811, + "n_ref": 64559 + }, + "8": { + "Dice": 0.9602165644382004, + "FN": 580, + "FP": 581, + "IoU": 0.9234774584761403, + "TN": 510524, + "TP": 14011, + "n_pred": 14592, + "n_ref": 14591 + }, + "9": { + "Dice": 0.8213678495036473, + "FN": 1449, + "FP": 5065, + "IoU": 0.6968822708236388, + "TN": 504206, + "TP": 14976, + "n_pred": 20041, + "n_ref": 16425 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0111.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0111.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 734, + "IoU": 0.0, + "TN": 524962, + "TP": 0, + "n_pred": 734, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0116.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0116.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.14576358485706928, + "FN": 9948, + "FP": 3, + "IoU": 0.07861111111111112, + "TN": 514896, + "TP": 849, + "n_pred": 852, + "n_ref": 10797 + }, + "10": { + "Dice": 0.2569832402234637, + "FN": 266, + "FP": 0, + "IoU": 0.14743589743589744, + "TN": 525384, + "TP": 46, + "n_pred": 46, + "n_ref": 312 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8298828438452897, + "FN": 1111, + "FP": 1009, + "IoU": 0.7092305582224661, + "TN": 518405, + "TP": 5171, + "n_pred": 6180, + "n_ref": 6282 + }, + "6": { + "Dice": 0.07117934403349616, + "FN": 163, + "FP": 9154, + "IoU": 0.03690303907380608, + "TN": 516022, + "TP": 357, + "n_pred": 9511, + "n_ref": 520 + }, + "7": { + "Dice": 0.908949761561495, + "FN": 637, + "FP": 184, + "IoU": 0.8330961577556414, + "TN": 520777, + "TP": 4098, + "n_pred": 4282, + "n_ref": 4735 + }, + "8": { + "Dice": 0.9658924461184348, + "FN": 1459, + "FP": 171, + "IoU": 0.934034803723189, + "TN": 500986, + "TP": 23080, + "n_pred": 23251, + "n_ref": 24539 + }, + "9": { + "Dice": 0.34321372854914195, + "FN": 676, + "FP": 166, + "IoU": 0.2071563088512241, + "TN": 524634, + "TP": 220, + "n_pred": 386, + "n_ref": 896 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0124.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0124.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8721005853024062, + "FN": 936, + "FP": 244, + "IoU": 0.7732077647511051, + "TN": 520493, + "TP": 4023, + "n_pred": 4267, + "n_ref": 4959 + }, + "10": { + "Dice": 0.3433148960518787, + "FN": 17208, + "FP": 7, + "IoU": 0.20723002532811421, + "TN": 503981, + "TP": 4500, + "n_pred": 4507, + "n_ref": 21708 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6089965397923875, + "FN": 996, + "FP": 360, + "IoU": 0.43781094527363185, + "TN": 523284, + "TP": 1056, + "n_pred": 1416, + "n_ref": 2052 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 831, + "IoU": 0.0, + "TN": 524865, + "TP": 0, + "n_pred": 831, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1692, + "IoU": 0.0, + "TN": 524004, + "TP": 0, + "n_pred": 1692, + "n_ref": 0 + }, + "3": { + "Dice": 0.7525226746240528, + "FN": 12601, + "FP": 5, + "IoU": 0.6032355533173864, + "TN": 493924, + "TP": 19166, + "n_pred": 19171, + "n_ref": 31767 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 93, + "IoU": 0.0, + "TN": 525603, + "TP": 0, + "n_pred": 93, + "n_ref": 0 + }, + "6": { + "Dice": 0.20088626292466766, + "FN": 227, + "FP": 855, + "IoU": 0.1116584564860427, + "TN": 524478, + "TP": 136, + "n_pred": 991, + "n_ref": 363 + }, + "7": { + "Dice": 0.5151515151515151, + "FN": 1875, + "FP": 2477, + "IoU": 0.3469387755102041, + "TN": 519032, + "TP": 2312, + "n_pred": 4789, + "n_ref": 4187 + }, + "8": { + "Dice": 0.938736941571736, + "FN": 586, + "FP": 1748, + "IoU": 0.8845468935496636, + "TN": 505480, + "TP": 17882, + "n_pred": 19630, + "n_ref": 18468 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0127.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0127.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.03625954198473282, + "FN": 842, + "FP": 168, + "IoU": 0.0184645286686103, + "TN": 524667, + "TP": 19, + "n_pred": 187, + "n_ref": 861 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 277, + "IoU": 0.0, + "TN": 525419, + "TP": 0, + "n_pred": 277, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 3519, + "FP": 0, + "IoU": 0.0, + "TN": 522177, + "TP": 0, + "n_pred": 0, + "n_ref": 3519 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 876, + "IoU": 0.0, + "TN": 524820, + "TP": 0, + "n_pred": 876, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1015, + "IoU": 0.0, + "TN": 524681, + "TP": 0, + "n_pred": 1015, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0133.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0133.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 8118, + "IoU": 0.0, + "TN": 517578, + "TP": 0, + "n_pred": 8118, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9374028933466837, + "FN": 4964, + "FP": 475, + "IoU": 0.8821809201975566, + "TN": 479532, + "TP": 40725, + "n_pred": 41200, + "n_ref": 45689 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 625, + "IoU": 0.0, + "TN": 525071, + "TP": 0, + "n_pred": 625, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.554533645102624, + "FN": 8571, + "FP": 2, + "IoU": 0.38363649435617225, + "TN": 511787, + "TP": 5336, + "n_pred": 5338, + "n_ref": 13907 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0142.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0142.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9377091855708442, + "FN": 482, + "FP": 188, + "IoU": 0.8827236128128829, + "TN": 695215, + "TP": 5043, + "n_pred": 5231, + "n_ref": 5525 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9035826016752447, + "FN": 4196, + "FP": 581, + "IoU": 0.8241228231655683, + "TN": 673767, + "TP": 22384, + "n_pred": 22965, + "n_ref": 26580 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7500385148667386, + "FN": 6016, + "FP": 474, + "IoU": 0.6000493005484686, + "TN": 684701, + "TP": 9737, + "n_pred": 10211, + "n_ref": 15753 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 4214, + "IoU": 0.0, + "TN": 696714, + "TP": 0, + "n_pred": 4214, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0147.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0147.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.973724615429184, + "FN": 815, + "FP": 92, + "IoU": 0.9487946705809293, + "TN": 507983, + "TP": 16806, + "n_pred": 16898, + "n_ref": 17621 + }, + "10": { + "Dice": 0.8642630127759887, + "FN": 2399, + "FP": 4050, + "IoU": 0.7609710896960712, + "TN": 498716, + "TP": 20531, + "n_pred": 24581, + "n_ref": 22930 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 20, + "IoU": 0.0, + "TN": 525676, + "TP": 0, + "n_pred": 20, + "n_ref": 0 + }, + "12": { + "Dice": 0.5833333333333334, + "FN": 250, + "FP": 0, + "IoU": 0.4117647058823529, + "TN": 525271, + "TP": 175, + "n_pred": 175, + "n_ref": 425 + }, + "13": { + "Dice": 0.7233140891782336, + "FN": 8195, + "FP": 815, + "IoU": 0.5665560205897917, + "TN": 504909, + "TP": 11777, + "n_pred": 12592, + "n_ref": 19972 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.005860448080092791, + "FN": 188, + "FP": 16097, + "IoU": 0.0029388354864384987, + "TN": 509363, + "TP": 48, + "n_pred": 16145, + "n_ref": 236 + }, + "3": { + "Dice": 0.7433672716541242, + "FN": 16921, + "FP": 471, + "IoU": 0.5915549188605247, + "TN": 483115, + "TP": 25189, + "n_pred": 25660, + "n_ref": 42110 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9373234463276836, + "FN": 423, + "FP": 287, + "IoU": 0.8820402060142881, + "TN": 519677, + "TP": 5309, + "n_pred": 5596, + "n_ref": 5732 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 114, + "IoU": 0.0, + "TN": 525582, + "TP": 0, + "n_pred": 114, + "n_ref": 0 + }, + "8": { + "Dice": 0.9188311688311688, + "FN": 38, + "FP": 12, + "IoU": 0.8498498498498499, + "TN": 525363, + "TP": 283, + "n_pred": 295, + "n_ref": 321 + }, + "9": { + "Dice": 0.9307147231213367, + "FN": 2231, + "FP": 937, + "IoU": 0.8704082467479343, + "TN": 501250, + "TP": 21278, + "n_pred": 22215, + "n_ref": 23509 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0170.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0170.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7806451612903226, + "FN": 403, + "FP": 5, + "IoU": 0.6402116402116402, + "TN": 524562, + "TP": 726, + "n_pred": 731, + "n_ref": 1129 + }, + "10": { + "Dice": 0.0, + "FN": 1199, + "FP": 0, + "IoU": 0.0, + "TN": 524497, + "TP": 0, + "n_pred": 0, + "n_ref": 1199 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 179, + "FP": 0, + "IoU": 0.0, + "TN": 525517, + "TP": 0, + "n_pred": 0, + "n_ref": 179 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 13732, + "IoU": 0.0, + "TN": 511964, + "TP": 0, + "n_pred": 13732, + "n_ref": 0 + }, + "3": { + "Dice": 0.6933005867103288, + "FN": 20828, + "FP": 1650, + "IoU": 0.5305738868933255, + "TN": 477812, + "TP": 25406, + "n_pred": 27056, + "n_ref": 46234 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0173.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0173.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0190.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0190.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9843135728465221, + "FN": 884, + "FP": 728, + "IoU": 0.9691116731815743, + "TN": 648740, + "TP": 50576, + "n_pred": 51304, + "n_ref": 51460 + }, + "10": { + "Dice": 0.6637852162665236, + "FN": 15914, + "FP": 16057, + "IoU": 0.49676535864381166, + "TN": 637397, + "TP": 31560, + "n_pred": 47617, + "n_ref": 47474 + }, + "11": { + "Dice": 0.8088607594936709, + "FN": 120, + "FP": 182, + "IoU": 0.6790648246546227, + "TN": 699987, + "TP": 639, + "n_pred": 821, + "n_ref": 759 + }, + "12": { + "Dice": 0.5639810426540285, + "FN": 159, + "FP": 25, + "IoU": 0.3927392739273927, + "TN": 700625, + "TP": 119, + "n_pred": 144, + "n_ref": 278 + }, + "13": { + "Dice": 0.29142458749709504, + "FN": 23998, + "FP": 394, + "IoU": 0.1705658324265506, + "TN": 671520, + "TP": 5016, + "n_pred": 5410, + "n_ref": 29014 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.15873015873015872, + "FN": 78, + "FP": 240, + "IoU": 0.08620689655172414, + "TN": 700580, + "TP": 30, + "n_pred": 270, + "n_ref": 108 + }, + "3": { + "Dice": 0.9371543489190548, + "FN": 1997, + "FP": 253, + "IoU": 0.8817407757805109, + "TN": 681902, + "TP": 16776, + "n_pred": 17029, + "n_ref": 18773 + }, + "4": { + "Dice": 0.0, + "FN": 820, + "FP": 0, + "IoU": 0.0, + "TN": 700108, + "TP": 0, + "n_pred": 0, + "n_ref": 820 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8955850386028034, + "FN": 1116, + "FP": 3063, + "IoU": 0.810913533324284, + "TN": 678827, + "TP": 17922, + "n_pred": 20985, + "n_ref": 19038 + }, + "7": { + "Dice": 0.834442527319037, + "FN": 124, + "FP": 1891, + "IoU": 0.7159171013675455, + "TN": 693835, + "TP": 5078, + "n_pred": 6969, + "n_ref": 5202 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.4836537284192482, + "FN": 2329, + "FP": 1888, + "IoU": 0.3189599483204134, + "TN": 694736, + "TP": 1975, + "n_pred": 3863, + "n_ref": 4304 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0226.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0226.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 4788, + "IoU": 0.0, + "TN": 520908, + "TP": 0, + "n_pred": 4788, + "n_ref": 0 + }, + "10": { + "Dice": 0.8435494021397105, + "FN": 2602, + "FP": 2370, + "IoU": 0.7294296909011755, + "TN": 507320, + "TP": 13404, + "n_pred": 15774, + "n_ref": 16006 + }, + "11": { + "Dice": 0.34375, + "FN": 71, + "FP": 13, + "IoU": 0.20754716981132076, + "TN": 525590, + "TP": 22, + "n_pred": 35, + "n_ref": 93 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.4915523261966068, + "FN": 13154, + "FP": 1261, + "IoU": 0.3258663424215498, + "TN": 504313, + "TP": 6968, + "n_pred": 8229, + "n_ref": 20122 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 11757, + "FP": 0, + "IoU": 0.0, + "TN": 513939, + "TP": 0, + "n_pred": 0, + "n_ref": 11757 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9585823234230412, + "FN": 7248, + "FP": 3391, + "IoU": 0.9204590482598781, + "TN": 391941, + "TP": 123116, + "n_pred": 126507, + "n_ref": 130364 + }, + "7": { + "Dice": 0.15035863397923135, + "FN": 8871, + "FP": 22875, + "IoU": 0.08129069599189698, + "TN": 491141, + "TP": 2809, + "n_pred": 25684, + "n_ref": 11680 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7275217421077861, + "FN": 2011, + "FP": 1968, + "IoU": 0.5717360886879777, + "TN": 516405, + "TP": 5312, + "n_pred": 7280, + "n_ref": 7323 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0242.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0242.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 151, + "IoU": 0.0, + "TN": 700777, + "TP": 0, + "n_pred": 151, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 2763, + "IoU": 0.0, + "TN": 698165, + "TP": 0, + "n_pred": 2763, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 22, + "IoU": 0.0, + "TN": 700906, + "TP": 0, + "n_pred": 22, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.453129465561589, + "FN": 18988, + "FP": 3974, + "IoU": 0.29293302540415705, + "TN": 668453, + "TP": 9513, + "n_pred": 13487, + "n_ref": 28501 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 20540, + "IoU": 0.0, + "TN": 680388, + "TP": 0, + "n_pred": 20540, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 1081, + "IoU": 0.0, + "TN": 699847, + "TP": 0, + "n_pred": 1081, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 624, + "IoU": 0.0, + "TN": 700304, + "TP": 0, + "n_pred": 624, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0245.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0245.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9791315815689977, + "FN": 3879, + "FP": 520, + "IoU": 0.9591163404524248, + "TN": 418098, + "TP": 103199, + "n_pred": 103719, + "n_ref": 107078 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 107, + "IoU": 0.0, + "TN": 525589, + "TP": 0, + "n_pred": 107, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9657696669759769, + "FN": 662, + "FP": 2, + "IoU": 0.9338052038680091, + "TN": 515665, + "TP": 9367, + "n_pred": 9369, + "n_ref": 10029 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.6851851851851852, + "FN": 1, + "FP": 33, + "IoU": 0.5211267605633803, + "TN": 525625, + "TP": 37, + "n_pred": 70, + "n_ref": 38 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0263.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0263.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9713522699684389, + "FN": 146, + "FP": 90, + "IoU": 0.9443002124144442, + "TN": 521459, + "TP": 4001, + "n_pred": 4091, + "n_ref": 4147 + }, + "10": { + "Dice": 0.6865861902462579, + "FN": 9490, + "FP": 6737, + "IoU": 0.5227493309020322, + "TN": 491695, + "TP": 17774, + "n_pred": 24511, + "n_ref": 27264 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5887432995830851, + "FN": 1706, + "FP": 1056, + "IoU": 0.41717661953998736, + "TN": 520957, + "TP": 1977, + "n_pred": 3033, + "n_ref": 3683 + }, + "13": { + "Dice": 0.6499221447430776, + "FN": 189, + "FP": 4982, + "IoU": 0.48139604854076823, + "TN": 515725, + "TP": 4800, + "n_pred": 9782, + "n_ref": 4989 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9520433893144298, + "FN": 588, + "FP": 1428, + "IoU": 0.9084759613201979, + "TN": 503669, + "TP": 20011, + "n_pred": 21439, + "n_ref": 20599 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.5780702504059482, + "FN": 1580, + "FP": 3357, + "IoU": 0.4065392475057098, + "TN": 517377, + "TP": 3382, + "n_pred": 6739, + "n_ref": 4962 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 1216, + "IoU": 0.0, + "TN": 524480, + "TP": 0, + "n_pred": 1216, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 262, + "IoU": 0.0, + "TN": 525434, + "TP": 0, + "n_pred": 262, + "n_ref": 0 + }, + "8": { + "Dice": 0.8052273196230827, + "FN": 12556, + "FP": 1603, + "IoU": 0.6739585971860824, + "TN": 482269, + "TP": 29268, + "n_pred": 30871, + "n_ref": 41824 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 72, + "IoU": 0.0, + "TN": 525624, + "TP": 0, + "n_pred": 72, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0274.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0274.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0317.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0317.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9773864767485876, + "FN": 1030, + "FP": 2196, + "IoU": 0.9557730799813551, + "TN": 452754, + "TP": 69716, + "n_pred": 71912, + "n_ref": 70746 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 7847, + "IoU": 0.0, + "TN": 517849, + "TP": 0, + "n_pred": 7847, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 253, + "IoU": 0.0, + "TN": 525443, + "TP": 0, + "n_pred": 253, + "n_ref": 0 + }, + "7": { + "Dice": 0.16853932584269662, + "FN": 146, + "FP": 2, + "IoU": 0.09202453987730061, + "TN": 525533, + "TP": 15, + "n_pred": 17, + "n_ref": 161 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0348.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0348.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 10538, + "IoU": 0.0, + "TN": 515158, + "TP": 0, + "n_pred": 10538, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 77, + "IoU": 0.0, + "TN": 525619, + "TP": 0, + "n_pred": 77, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6306641837368094, + "FN": 4575, + "FP": 185, + "IoU": 0.4605621033544878, + "TN": 516872, + "TP": 4064, + "n_pred": 4249, + "n_ref": 8639 + }, + "6": { + "Dice": 0.006943792812236089, + "FN": 29, + "FP": 31720, + "IoU": 0.0034839924670433146, + "TN": 493836, + "TP": 111, + "n_pred": 31831, + "n_ref": 140 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9743833838165297, + "FN": 973, + "FP": 211, + "IoU": 0.950046409585689, + "TN": 501994, + "TP": 22518, + "n_pred": 22729, + "n_ref": 23491 + }, + "9": { + "Dice": 0.43659711075441415, + "FN": 329, + "FP": 22, + "IoU": 0.2792607802874743, + "TN": 525209, + "TP": 136, + "n_pred": 158, + "n_ref": 465 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0350.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0350.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9692660842950966, + "FN": 1588, + "FP": 340, + "IoU": 0.9403649860810392, + "TN": 493366, + "TP": 30402, + "n_pred": 30742, + "n_ref": 31990 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9565055762081784, + "FN": 465, + "FP": 3, + "IoU": 0.9166369789811186, + "TN": 520082, + "TP": 5146, + "n_pred": 5149, + "n_ref": 5611 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0361.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0361.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0367.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0367.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8735495388277298, + "FN": 2402, + "FP": 6098, + "IoU": 0.7754886423666139, + "TN": 487836, + "TP": 29360, + "n_pred": 35458, + "n_ref": 31762 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 106, + "FP": 0, + "IoU": 0.0, + "TN": 525590, + "TP": 0, + "n_pred": 0, + "n_ref": 106 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7243243243243244, + "FN": 514, + "FP": 149, + "IoU": 0.5677966101694916, + "TN": 524162, + "TP": 871, + "n_pred": 1020, + "n_ref": 1385 + }, + "6": { + "Dice": 0.9833026934947968, + "FN": 1192, + "FP": 788, + "IoU": 0.9671538295648712, + "TN": 465415, + "TP": 58301, + "n_pred": 59089, + "n_ref": 59493 + }, + "7": { + "Dice": 0.7558187015108208, + "FN": 7440, + "FP": 932, + "IoU": 0.6074827699376436, + "TN": 504367, + "TP": 12957, + "n_pred": 13889, + "n_ref": 20397 + }, + "8": { + "Dice": 0.8995285798467885, + "FN": 150, + "FP": 532, + "IoU": 0.8174029451137885, + "TN": 521961, + "TP": 3053, + "n_pred": 3585, + "n_ref": 3203 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 525690, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0371.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0371.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9733948297746666, + "FN": 2535, + "FP": 1699, + "IoU": 0.9481686416609538, + "TN": 619240, + "TP": 77454, + "n_pred": 79153, + "n_ref": 79989 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9239247311827957, + "FN": 331, + "FP": 235, + "IoU": 0.8586060454659006, + "TN": 696925, + "TP": 3437, + "n_pred": 3672, + "n_ref": 3768 + }, + "3": { + "Dice": 0.9532004377400597, + "FN": 1533, + "FP": 648, + "IoU": 0.9105854378484749, + "TN": 676536, + "TP": 22211, + "n_pred": 22859, + "n_ref": 23744 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 920, + "IoU": 0.0, + "TN": 700008, + "TP": 0, + "n_pred": 920, + "n_ref": 0 + }, + "7": { + "Dice": 0.04336043360433604, + "FN": 353, + "FP": 0, + "IoU": 0.0221606648199446, + "TN": 700567, + "TP": 8, + "n_pred": 8, + "n_ref": 361 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0374.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0374.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 426, + "IoU": 0.0, + "TN": 700502, + "TP": 0, + "n_pred": 426, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 715, + "IoU": 0.0, + "TN": 700213, + "TP": 0, + "n_pred": 715, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 930, + "IoU": 0.0, + "TN": 699998, + "TP": 0, + "n_pred": 930, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.827683615819209, + "FN": 1175, + "FP": 1753, + "IoU": 0.7060240963855422, + "TN": 690968, + "TP": 7032, + "n_pred": 8785, + "n_ref": 8207 + }, + "9": { + "Dice": 0.5785605676634566, + "FN": 3326, + "FP": 0, + "IoU": 0.40702442503119984, + "TN": 695319, + "TP": 2283, + "n_pred": 2283, + "n_ref": 5609 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0388.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0388.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.5526859504132231, + "FN": 478, + "FP": 2986, + "IoU": 0.38187009279086365, + "TN": 520092, + "TP": 2140, + "n_pred": 5126, + "n_ref": 2618 + }, + "11": { + "Dice": 0.6486486486486487, + "FN": 64, + "FP": 183, + "IoU": 0.48, + "TN": 525221, + "TP": 228, + "n_pred": 411, + "n_ref": 292 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8087949130468092, + "FN": 7969, + "FP": 4510, + "IoU": 0.6789720107017905, + "TN": 486824, + "TP": 26393, + "n_pred": 30903, + "n_ref": 34362 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.15873015873015872, + "FN": 1989, + "FP": 1032, + "IoU": 0.08620689655172414, + "TN": 522390, + "TP": 285, + "n_pred": 1317, + "n_ref": 2274 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9391453984713718, + "FN": 1021, + "FP": 9871, + "IoU": 0.88527249362742, + "TN": 430758, + "TP": 84046, + "n_pred": 93917, + "n_ref": 85067 + }, + "7": { + "Dice": 0.21102969849968187, + "FN": 37895, + "FP": 546, + "IoU": 0.11796154375659676, + "TN": 482114, + "TP": 5141, + "n_pred": 5687, + "n_ref": 43036 + }, + "8": { + "Dice": 0.9073708706429908, + "FN": 1494, + "FP": 337, + "IoU": 0.8304472636355218, + "TN": 514897, + "TP": 8968, + "n_pred": 9305, + "n_ref": 10462 + }, + "9": { + "Dice": 0.6786396637371036, + "FN": 3770, + "FP": 435, + "IoU": 0.5135916714864083, + "TN": 517051, + "TP": 4440, + "n_pred": 4875, + "n_ref": 8210 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0392.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0392.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": 0.46765192076056583, + "FN": 1209.6022222222223, + "FP": 888.5511111111113, + "IoU": 0.3950457521399245, + "TN": 553120.0155555556, + "TP": 5524.231111111113, + "n_pred": 6412.782222222222, + "n_ref": 6733.833333333334 + }, + "mean": { + "1": { + "Dice": 0.251073039476418, + "FN": 109.96666666666667, + "FP": 361.43333333333334, + "IoU": 0.21392093499509018, + "TN": 558327.6333333333, + "TP": 1943.3666666666666, + "n_pred": 2304.8, + "n_ref": 2053.3333333333335 + }, + "10": { + "Dice": 0.4609307270914155, + "FN": 2435.7, + "FP": 1374.3, + "IoU": 0.37328259063454144, + "TN": 553758.1, + "TP": 3174.3, + "n_pred": 4548.6, + "n_ref": 5610.0 + }, + "11": { + "Dice": 0.1889476815664271, + "FN": 134.7, + "FP": 10.433333333333334, + "IoU": 0.12746894064327324, + "TN": 560531.1666666666, + "TP": 66.1, + "n_pred": 76.53333333333333, + "n_ref": 200.8 + }, + "12": { + "Dice": 0.3857638455749786, + "FN": 232.63333333333333, + "FP": 62.56666666666667, + "IoU": 0.29214029954817694, + "TN": 560260.6, + "TP": 186.6, + "n_pred": 249.16666666666666, + "n_ref": 419.23333333333335 + }, + "13": { + "Dice": 0.25807174389599774, + "FN": 2197.9333333333334, + "FP": 1878.7333333333333, + "IoU": 0.1854383002676127, + "TN": 554976.5, + "TP": 1689.2333333333333, + "n_pred": 3567.9666666666667, + "n_ref": 3887.1666666666665 + }, + "14": { + "Dice": 0.5293526183789511, + "FN": 315.96666666666664, + "FP": 1076.9666666666667, + "IoU": 0.4493823241260268, + "TN": 555731.2333333333, + "TP": 3618.233333333333, + "n_pred": 4695.2, + "n_ref": 3934.2 + }, + "15": { + "Dice": 0.4189223997710331, + "FN": 1875.5333333333333, + "FP": 1458.2333333333333, + "IoU": 0.33542463942133754, + "TN": 555534.7, + "TP": 1873.9333333333334, + "n_pred": 3332.1666666666665, + "n_ref": 3749.4666666666667 + }, + "2": { + "Dice": 0.6081481170178554, + "FN": 421.3666666666667, + "FP": 327.8333333333333, + "IoU": 0.5473447389260792, + "TN": 553858.3666666667, + "TP": 6134.833333333333, + "n_pred": 6462.666666666667, + "n_ref": 6556.2 + }, + "3": { + "Dice": 0.5384686817010645, + "FN": 42.5, + "FP": 299.06666666666666, + "IoU": 0.492090613747113, + "TN": 559470.1333333333, + "TP": 930.7, + "n_pred": 1229.7666666666667, + "n_ref": 973.2 + }, + "4": { + "Dice": 0.26097249852817805, + "FN": 156.6, + "FP": 259.76666666666665, + "IoU": 0.21433761149350006, + "TN": 559490.2, + "TP": 835.8333333333334, + "n_pred": 1095.6, + "n_ref": 992.4333333333333 + }, + "5": { + "Dice": 0.4260014752656687, + "FN": 1266.0, + "FP": 348.73333333333335, + "IoU": 0.3127048760781599, + "TN": 558028.7, + "TP": 1098.9666666666667, + "n_pred": 1447.7, + "n_ref": 2364.9666666666667 + }, + "6": { + "Dice": 0.6932424419810398, + "FN": 2846.9, + "FP": 4040.9333333333334, + "IoU": 0.6296606127121499, + "TN": 514286.86666666664, + "TP": 39567.7, + "n_pred": 43608.63333333333, + "n_ref": 42414.6 + }, + "7": { + "Dice": 0.4931247916513042, + "FN": 4456.966666666666, + "FP": 558.1333333333333, + "IoU": 0.41268977685512764, + "TN": 546900.9333333333, + "TP": 8826.366666666667, + "n_pred": 9384.5, + "n_ref": 13283.333333333334 + }, + "8": { + "Dice": 0.8943515488416557, + "FN": 670.6, + "FP": 478.8333333333333, + "IoU": 0.839044586543413, + "TN": 549221.7333333333, + "TP": 10371.233333333334, + "n_pred": 10850.066666666668, + "n_ref": 11041.833333333334 + }, + "9": { + "Dice": 0.6074072006665, + "FN": 980.6666666666666, + "FP": 792.3, + "IoU": 0.5007554361072659, + "TN": 556423.3666666667, + "TP": 2546.0666666666666, + "n_pred": 3338.366666666667, + "n_ref": 3526.733333333333 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 69, + "IoU": 0.0, + "TN": 525627, + "TP": 0, + "n_pred": 69, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0004.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0004.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 930, + "IoU": 0.0, + "TN": 524766, + "TP": 0, + "n_pred": 930, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 70, + "IoU": 0.0, + "TN": 525626, + "TP": 0, + "n_pred": 70, + "n_ref": 0 + }, + "11": { + "Dice": 0.014598540145985401, + "FN": 537, + "FP": 3, + "IoU": 0.007352941176470588, + "TN": 525152, + "TP": 4, + "n_pred": 7, + "n_ref": 541 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.28005865102639294, + "FN": 354, + "FP": 628, + "IoU": 0.1628303495311168, + "TN": 524523, + "TP": 191, + "n_pred": 819, + "n_ref": 545 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9238662131519274, + "FN": 1724, + "FP": 962, + "IoU": 0.8585049781383343, + "TN": 506713, + "TP": 16297, + "n_pred": 17259, + "n_ref": 18021 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1897, + "IoU": 0.0, + "TN": 523799, + "TP": 0, + "n_pred": 1897, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 703, + "IoU": 0.0, + "TN": 524993, + "TP": 0, + "n_pred": 703, + "n_ref": 0 + }, + "6": { + "Dice": 0.9818146684987976, + "FN": 4288, + "FP": 794, + "IoU": 0.9642789363810809, + "TN": 383427, + "TP": 137187, + "n_pred": 137981, + "n_ref": 141475 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.8220097299110888, + "FN": 203, + "FP": 1919, + "IoU": 0.6978068926231843, + "TN": 518674, + "TP": 4900, + "n_pred": 6819, + "n_ref": 5103 + }, + "9": { + "Dice": 0.666812169889563, + "FN": 3258, + "FP": 4375, + "IoU": 0.5001637089908978, + "TN": 510425, + "TP": 7638, + "n_pred": 12013, + "n_ref": 10896 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0009.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0009.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9248670725129075, + "FN": 650, + "FP": 325, + "IoU": 0.8602350917431193, + "TN": 518720, + "TP": 6001, + "n_pred": 6326, + "n_ref": 6651 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.919856669317114, + "FN": 3067, + "FP": 4694, + "IoU": 0.8516061185468451, + "TN": 473396, + "TP": 44539, + "n_pred": 49233, + "n_ref": 47606 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1642, + "IoU": 0.0, + "TN": 524054, + "TP": 0, + "n_pred": 1642, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 78, + "IoU": 0.0, + "TN": 525618, + "TP": 0, + "n_pred": 78, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9838836135551877, + "FN": 910, + "FP": 570, + "IoU": 0.968278463648834, + "TN": 479040, + "TP": 45176, + "n_pred": 45746, + "n_ref": 46086 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 36, + "IoU": 0.0, + "TN": 525660, + "TP": 0, + "n_pred": 36, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0015.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0015.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 30783, + "FP": 94, + "IoU": 0.0, + "TN": 494819, + "TP": 0, + "n_pred": 94, + "n_ref": 30783 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.49523701304850104, + "FN": 24338, + "FP": 2315, + "IoU": 0.3291129681836488, + "TN": 485968, + "TP": 13075, + "n_pred": 15390, + "n_ref": 37413 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.37926829268292683, + "FN": 6627, + "FP": 1517, + "IoU": 0.23401053423626786, + "TN": 515064, + "TP": 2488, + "n_pred": 4005, + "n_ref": 9115 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.919153723553861, + "FN": 1182, + "FP": 3992, + "IoU": 0.8504018967212167, + "TN": 491110, + "TP": 29412, + "n_pred": 33404, + "n_ref": 30594 + }, + "9": { + "Dice": 0.7780313403316598, + "FN": 1693, + "FP": 1225, + "IoU": 0.6367031872509961, + "TN": 517664, + "TP": 5114, + "n_pred": 6339, + "n_ref": 6807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0021.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0021.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9717874167483688, + "FN": 1663, + "FP": 1675, + "IoU": 0.9451230539069821, + "TN": 640101, + "TP": 57489, + "n_pred": 59164, + "n_ref": 59152 + }, + "10": { + "Dice": 0.7886639676113361, + "FN": 3322, + "FP": 6074, + "IoU": 0.6510695187165776, + "TN": 674000, + "TP": 17532, + "n_pred": 23606, + "n_ref": 20854 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 422, + "IoU": 0.0, + "TN": 700506, + "TP": 0, + "n_pred": 422, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9623413258110014, + "FN": 259, + "FP": 275, + "IoU": 0.9274160663313851, + "TN": 693571, + "TP": 6823, + "n_pred": 7098, + "n_ref": 7082 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8957029299950079, + "FN": 5321, + "FP": 111, + "IoU": 0.8111068609382064, + "TN": 672171, + "TP": 23325, + "n_pred": 23436, + "n_ref": 28646 + }, + "7": { + "Dice": 0.9007890258367284, + "FN": 5740, + "FP": 3879, + "IoU": 0.8194869292698032, + "TN": 647641, + "TP": 43668, + "n_pred": 47547, + "n_ref": 49408 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0030.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0030.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.937172439421315, + "FN": 3446, + "FP": 6360, + "IoU": 0.8817728050927154, + "TN": 442754, + "TP": 73136, + "n_pred": 79496, + "n_ref": 76582 + }, + "15": { + "Dice": 0.885912054633664, + "FN": 3242, + "FP": 4142, + "IoU": 0.7951904141125565, + "TN": 489643, + "TP": 28669, + "n_pred": 32811, + "n_ref": 31911 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0038.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0038.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7197270500962933, + "FN": 9043, + "FP": 14533, + "IoU": 0.5621668802347392, + "TN": 471849, + "TP": 30271, + "n_pred": 44804, + "n_ref": 39314 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.22370617696160267, + "FN": 2328, + "FP": 16272, + "IoU": 0.12593984962406016, + "TN": 504416, + "TP": 2680, + "n_pred": 18952, + "n_ref": 5008 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 80, + "IoU": 0.0, + "TN": 525616, + "TP": 0, + "n_pred": 80, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8539085860743272, + "FN": 353, + "FP": 1699, + "IoU": 0.745061498322773, + "TN": 517647, + "TP": 5997, + "n_pred": 7696, + "n_ref": 6350 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0044.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0044.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 388, + "FP": 0, + "IoU": 0.0, + "TN": 525308, + "TP": 0, + "n_pred": 0, + "n_ref": 388 + }, + "10": { + "Dice": 0.5415406511296922, + "FN": 910, + "FP": 1667, + "IoU": 0.371310075628202, + "TN": 521597, + "TP": 1522, + "n_pred": 3189, + "n_ref": 2432 + }, + "11": { + "Dice": 0.31841183339820944, + "FN": 1734, + "FP": 17, + "IoU": 0.18935185185185185, + "TN": 523536, + "TP": 409, + "n_pred": 426, + "n_ref": 2143 + }, + "12": { + "Dice": 0.0, + "FN": 2831, + "FP": 0, + "IoU": 0.0, + "TN": 522865, + "TP": 0, + "n_pred": 0, + "n_ref": 2831 + }, + "13": { + "Dice": 0.04051955386135818, + "FN": 266, + "FP": 13326, + "IoU": 0.02067872325095468, + "TN": 511817, + "TP": 287, + "n_pred": 13613, + "n_ref": 553 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.3008849557522124, + "FN": 137, + "FP": 100, + "IoU": 0.17708333333333334, + "TN": 525408, + "TP": 51, + "n_pred": 151, + "n_ref": 188 + }, + "3": { + "Dice": 0.7637921799678629, + "FN": 162, + "FP": 279, + "IoU": 0.6178509532062392, + "TN": 524542, + "TP": 713, + "n_pred": 992, + "n_ref": 875 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9602180659081122, + "FN": 1330, + "FP": 7631, + "IoU": 0.9234802360234657, + "TN": 408589, + "TP": 108146, + "n_pred": 115777, + "n_ref": 109476 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9326670540383498, + "FN": 2433, + "FP": 464, + "IoU": 0.8738295370410697, + "TN": 502735, + "TP": 20064, + "n_pred": 20528, + "n_ref": 22497 + }, + "9": { + "Dice": 0.289770012966628, + "FN": 7753, + "FP": 2654, + "IoU": 0.16943335993615324, + "TN": 513166, + "TP": 2123, + "n_pred": 4777, + "n_ref": 9876 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0067.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0067.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6910781749491427, + "FN": 903, + "FP": 160, + "IoU": 0.5279751332149201, + "TN": 523444, + "TP": 1189, + "n_pred": 1349, + "n_ref": 2092 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8090061786574511, + "FN": 1791, + "FP": 34685, + "IoU": 0.6792698368036015, + "TN": 411968, + "TP": 77252, + "n_pred": 111937, + "n_ref": 79043 + }, + "7": { + "Dice": 0.25203610371193685, + "FN": 38739, + "FP": 292, + "IoU": 0.14418839213278664, + "TN": 480089, + "TP": 6576, + "n_pred": 6868, + "n_ref": 45315 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0069.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0069.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 7896, + "IoU": 0.0, + "TN": 517800, + "TP": 0, + "n_pred": 7896, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1011, + "IoU": 0.0, + "TN": 524685, + "TP": 0, + "n_pred": 1011, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 224, + "IoU": 0.0, + "TN": 525472, + "TP": 0, + "n_pred": 224, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.8694638694638694, + "FN": 84, + "FP": 28, + "IoU": 0.7690721649484537, + "TN": 525211, + "TP": 373, + "n_pred": 401, + "n_ref": 457 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7518186432075791, + "FN": 1022, + "FP": 3379, + "IoU": 0.6023312550826783, + "TN": 514629, + "TP": 6666, + "n_pred": 10045, + "n_ref": 7688 + }, + "6": { + "Dice": 0.8336568819865177, + "FN": 8149, + "FP": 23041, + "IoU": 0.7147612645980228, + "TN": 416349, + "TP": 78157, + "n_pred": 101198, + "n_ref": 86306 + }, + "7": { + "Dice": 0.7825470911818636, + "FN": 3165, + "FP": 2053, + "IoU": 0.6427740124597796, + "TN": 511089, + "TP": 9389, + "n_pred": 11442, + "n_ref": 12554 + }, + "8": { + "Dice": 0.9253206709422792, + "FN": 1936, + "FP": 486, + "IoU": 0.8610202559247145, + "TN": 508269, + "TP": 15005, + "n_pred": 15491, + "n_ref": 16941 + }, + "9": { + "Dice": 0.7996289424860853, + "FN": 254, + "FP": 394, + "IoU": 0.6661514683153014, + "TN": 523755, + "TP": 1293, + "n_pred": 1687, + "n_ref": 1547 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0081.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0081.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 15, + "IoU": 0.0, + "TN": 525681, + "TP": 0, + "n_pred": 15, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0131.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0131.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 51, + "IoU": 0.0, + "TN": 525645, + "TP": 0, + "n_pred": 51, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1052, + "IoU": 0.0, + "TN": 524644, + "TP": 0, + "n_pred": 1052, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0134.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0134.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.7406063747084737, + "FN": 572, + "FP": 429, + "IoU": 0.5880658436213991, + "TN": 523266, + "TP": 1429, + "n_pred": 1858, + "n_ref": 2001 + }, + "15": { + "Dice": 0.0034118048447628795, + "FN": 1894, + "FP": 1027, + "IoU": 0.0017088174982911825, + "TN": 522770, + "TP": 5, + "n_pred": 1032, + "n_ref": 1899 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8683438527869144, + "FN": 768, + "FP": 3675, + "IoU": 0.7673212882953653, + "TN": 506601, + "TP": 14652, + "n_pred": 18327, + "n_ref": 15420 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9684091150724741, + "FN": 2293, + "FP": 2164, + "IoU": 0.9387530747138283, + "TN": 452925, + "TP": 68314, + "n_pred": 70478, + "n_ref": 70607 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 49, + "IoU": 0.0, + "TN": 525647, + "TP": 0, + "n_pred": 49, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0138.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0138.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 6610, + "FP": 0, + "IoU": 0.0, + "TN": 519086, + "TP": 0, + "n_pred": 0, + "n_ref": 6610 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 60, + "IoU": 0.0, + "TN": 525636, + "TP": 0, + "n_pred": 60, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 170, + "IoU": 0.0, + "TN": 525526, + "TP": 0, + "n_pred": 170, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 10718, + "FP": 0, + "IoU": 0.0, + "TN": 514978, + "TP": 0, + "n_pred": 0, + "n_ref": 10718 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.5702702702702702, + "FN": 297, + "FP": 21, + "IoU": 0.3988657844990548, + "TN": 525167, + "TP": 211, + "n_pred": 232, + "n_ref": 508 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 327, + "IoU": 0.0, + "TN": 525369, + "TP": 0, + "n_pred": 327, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 124, + "IoU": 0.0, + "TN": 525572, + "TP": 0, + "n_pred": 124, + "n_ref": 0 + }, + "6": { + "Dice": 0.7813530124837839, + "FN": 48, + "FP": 10233, + "IoU": 0.641164357265017, + "TN": 497045, + "TP": 18370, + "n_pred": 28603, + "n_ref": 18418 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 151, + "IoU": 0.0, + "TN": 525545, + "TP": 0, + "n_pred": 151, + "n_ref": 0 + }, + "8": { + "Dice": 0.2586750788643533, + "FN": 235, + "FP": 0, + "IoU": 0.14855072463768115, + "TN": 525420, + "TP": 41, + "n_pred": 41, + "n_ref": 276 + }, + "9": { + "Dice": 0.7930161501527717, + "FN": 1363, + "FP": 3379, + "IoU": 0.657023000144655, + "TN": 511870, + "TP": 9084, + "n_pred": 12463, + "n_ref": 10447 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0156.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0156.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.732228153975836, + "FN": 1325, + "FP": 9158, + "IoU": 0.5775709219858156, + "TN": 500880, + "TP": 14333, + "n_pred": 23491, + "n_ref": 15658 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6042535321114677, + "FN": 11315, + "FP": 1878, + "IoU": 0.4329249946271223, + "TN": 502431, + "TP": 10072, + "n_pred": 11950, + "n_ref": 21387 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7450980392156863, + "FN": 2, + "FP": 11, + "IoU": 0.59375, + "TN": 525664, + "TP": 19, + "n_pred": 30, + "n_ref": 21 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 15, + "IoU": 0.0, + "TN": 525681, + "TP": 0, + "n_pred": 15, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9409210912290994, + "FN": 1125, + "FP": 889, + "IoU": 0.8884334145801019, + "TN": 507644, + "TP": 16038, + "n_pred": 16927, + "n_ref": 17163 + }, + "9": { + "Dice": 0.9155608670567873, + "FN": 3864, + "FP": 234, + "IoU": 0.8442713281398442, + "TN": 499381, + "TP": 22217, + "n_pred": 22451, + "n_ref": 26081 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0159.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0159.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 460, + "IoU": 0.0, + "TN": 700468, + "TP": 0, + "n_pred": 460, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.728051391862955, + "FN": 9, + "FP": 118, + "IoU": 0.5723905723905723, + "TN": 700631, + "TP": 170, + "n_pred": 288, + "n_ref": 179 + }, + "13": { + "Dice": 0.39853613906678864, + "FN": 4816, + "FP": 8332, + "IoU": 0.24885740402193784, + "TN": 683424, + "TP": 4356, + "n_pred": 12688, + "n_ref": 9172 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1032, + "IoU": 0.0, + "TN": 699896, + "TP": 0, + "n_pred": 1032, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.33507853403141363, + "FN": 5519, + "FP": 958, + "IoU": 0.20125786163522014, + "TN": 692819, + "TP": 1632, + "n_pred": 2590, + "n_ref": 7151 + }, + "6": { + "Dice": 0.7526806424788831, + "FN": 2605, + "FP": 3046, + "IoU": 0.6034385964912281, + "TN": 686678, + "TP": 8599, + "n_pred": 11645, + "n_ref": 11204 + }, + "7": { + "Dice": 0.6320263521411115, + "FN": 10939, + "FP": 2913, + "IoU": 0.46201646729843093, + "TN": 675180, + "TP": 11896, + "n_pred": 14809, + "n_ref": 22835 + }, + "8": { + "Dice": 0.9689098367810073, + "FN": 982, + "FP": 799, + "IoU": 0.9396945789455863, + "TN": 671395, + "TP": 27752, + "n_pred": 28551, + "n_ref": 28734 + }, + "9": { + "Dice": 0.6415643474306503, + "FN": 1039, + "FP": 2902, + "IoU": 0.47228173540439206, + "TN": 693460, + "TP": 3527, + "n_pred": 6429, + "n_ref": 4566 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0171.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0171.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 52, + "IoU": 0.0, + "TN": 525644, + "TP": 0, + "n_pred": 52, + "n_ref": 0 + }, + "10": { + "Dice": 0.6678700361010831, + "FN": 24, + "FP": 896, + "IoU": 0.5013550135501355, + "TN": 523851, + "TP": 925, + "n_pred": 1821, + "n_ref": 949 + }, + "11": { + "Dice": 0.6117280342879408, + "FN": 1770, + "FP": 223, + "IoU": 0.44063991018804377, + "TN": 522133, + "TP": 1570, + "n_pred": 1793, + "n_ref": 3340 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 39, + "IoU": 0.0, + "TN": 525657, + "TP": 0, + "n_pred": 39, + "n_ref": 0 + }, + "13": { + "Dice": 0.6010313742471362, + "FN": 2762, + "FP": 7373, + "IoU": 0.4296246271596601, + "TN": 507927, + "TP": 7634, + "n_pred": 15007, + "n_ref": 10396 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9538407051786557, + "FN": 1859, + "FP": 487, + "IoU": 0.9117547489185631, + "TN": 499111, + "TP": 24239, + "n_pred": 24726, + "n_ref": 26098 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1613, + "IoU": 0.0, + "TN": 524083, + "TP": 0, + "n_pred": 1613, + "n_ref": 0 + }, + "4": { + "Dice": 0.8243801652892562, + "FN": 1363, + "FP": 2717, + "IoU": 0.7012302284710018, + "TN": 512040, + "TP": 9576, + "n_pred": 12293, + "n_ref": 10939 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9636460967640706, + "FN": 6115, + "FP": 3732, + "IoU": 0.9298426857419704, + "TN": 385340, + "TP": 130509, + "n_pred": 134241, + "n_ref": 136624 + }, + "7": { + "Dice": 0.757858739971064, + "FN": 10604, + "FP": 442, + "IoU": 0.6101228293096146, + "TN": 497364, + "TP": 17286, + "n_pred": 17728, + "n_ref": 27890 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.843329850226402, + "FN": 62, + "FP": 2187, + "IoU": 0.7291014213442544, + "TN": 517394, + "TP": 6053, + "n_pred": 8240, + "n_ref": 6115 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0184.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0184.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 208, + "IoU": 0.0, + "TN": 700720, + "TP": 0, + "n_pred": 208, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 10, + "IoU": 0.0, + "TN": 700918, + "TP": 0, + "n_pred": 10, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 935, + "FP": 0, + "IoU": 0.0, + "TN": 699993, + "TP": 0, + "n_pred": 0, + "n_ref": 935 + }, + "14": { + "Dice": 0.32567461169565526, + "FN": 2460, + "FP": 16382, + "IoU": 0.1945109439124487, + "TN": 677536, + "TP": 4550, + "n_pred": 20932, + "n_ref": 7010 + }, + "15": { + "Dice": 0.2176893496070891, + "FN": 33241, + "FP": 18228, + "IoU": 0.12213883677298311, + "TN": 642298, + "TP": 7161, + "n_pred": 25389, + "n_ref": 40402 + }, + "2": { + "Dice": 0.9609965284868287, + "FN": 52, + "FP": 139, + "IoU": 0.9249213836477987, + "TN": 698384, + "TP": 2353, + "n_pred": 2492, + "n_ref": 2405 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9741898806139853, + "FN": 2463, + "FP": 1396, + "IoU": 0.9496785635114166, + "TN": 624241, + "TP": 72828, + "n_pred": 74224, + "n_ref": 75291 + }, + "7": { + "Dice": 0.12903225806451613, + "FN": 540, + "FP": 0, + "IoU": 0.06896551724137931, + "TN": 700348, + "TP": 40, + "n_pred": 40, + "n_ref": 580 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 135, + "IoU": 0.0, + "TN": 700793, + "TP": 0, + "n_pred": 135, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0185.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0185.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.026930239220742013, + "FN": 6193, + "FP": 600, + "IoU": 0.01364890373166836, + "TN": 694041, + "TP": 94, + "n_pred": 694, + "n_ref": 6287 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5470685383980182, + "FN": 6401, + "FP": 2375, + "IoU": 0.3765274225632282, + "TN": 686852, + "TP": 5300, + "n_pred": 7675, + "n_ref": 11701 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.39164418620737357, + "FN": 8760, + "FP": 35, + "IoU": 0.2435059349733356, + "TN": 689302, + "TP": 2831, + "n_pred": 2866, + "n_ref": 11591 + }, + "6": { + "Dice": 0.39293628808864267, + "FN": 8729, + "FP": 37, + "IoU": 0.24450573127639402, + "TN": 689325, + "TP": 2837, + "n_pred": 2874, + "n_ref": 11566 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 220, + "IoU": 0.0, + "TN": 700708, + "TP": 0, + "n_pred": 220, + "n_ref": 0 + }, + "8": { + "Dice": 0.9626051171944892, + "FN": 1699, + "FP": 182, + "IoU": 0.9279061745429459, + "TN": 674837, + "TP": 24210, + "n_pred": 24392, + "n_ref": 25909 + }, + "9": { + "Dice": 0.5167761673102964, + "FN": 8478, + "FP": 1157, + "IoU": 0.34841414756204775, + "TN": 686141, + "TP": 5152, + "n_pred": 6309, + "n_ref": 13630 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0192.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7171189979123174, + "FN": 511, + "FP": 31, + "IoU": 0.5589910496338486, + "TN": 524467, + "TP": 687, + "n_pred": 718, + "n_ref": 1198 + }, + "10": { + "Dice": 0.5547866528450957, + "FN": 12274, + "FP": 3617, + "IoU": 0.38387872208436724, + "TN": 499904, + "TP": 9901, + "n_pred": 13518, + "n_ref": 22175 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6162590423699621, + "FN": 1974, + "FP": 254, + "IoU": 0.44535723176499875, + "TN": 521679, + "TP": 1789, + "n_pred": 2043, + "n_ref": 3763 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 2262, + "IoU": 0.0, + "TN": 523434, + "TP": 0, + "n_pred": 2262, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9382151029748284, + "FN": 131, + "FP": 1165, + "IoU": 0.8836206896551724, + "TN": 514560, + "TP": 9840, + "n_pred": 11005, + "n_ref": 9971 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 151, + "IoU": 0.0, + "TN": 525545, + "TP": 0, + "n_pred": 151, + "n_ref": 0 + }, + "5": { + "Dice": 0.5850340136054422, + "FN": 2679, + "FP": 554, + "IoU": 0.41346153846153844, + "TN": 520184, + "TP": 2279, + "n_pred": 2833, + "n_ref": 4958 + }, + "6": { + "Dice": 0.8777876415678046, + "FN": 1930, + "FP": 2613, + "IoU": 0.7821938824431872, + "TN": 504838, + "TP": 16315, + "n_pred": 18928, + "n_ref": 18245 + }, + "7": { + "Dice": 0.8780803542114199, + "FN": 11156, + "FP": 1841, + "IoU": 0.7826588628762542, + "TN": 465896, + "TP": 46803, + "n_pred": 48644, + "n_ref": 57959 + }, + "8": { + "Dice": 0.9635758876636463, + "FN": 1759, + "FP": 464, + "IoU": 0.9297119549751794, + "TN": 494069, + "TP": 29404, + "n_pred": 29868, + "n_ref": 31163 + }, + "9": { + "Dice": 0.891280947255113, + "FN": 89, + "FP": 12, + "IoU": 0.8038834951456311, + "TN": 525181, + "TP": 414, + "n_pred": 426, + "n_ref": 503 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0193.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0193.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 525691, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8534724440185955, + "FN": 1857, + "FP": 2272, + "IoU": 0.7443976724031199, + "TN": 509542, + "TP": 12025, + "n_pred": 14297, + "n_ref": 13882 + }, + "15": { + "Dice": 0.6339026530750017, + "FN": 14709, + "FP": 1560, + "IoU": 0.46402451077288004, + "TN": 495342, + "TP": 14085, + "n_pred": 15645, + "n_ref": 28794 + }, + "2": { + "Dice": 0.9629825489159175, + "FN": 3075, + "FP": 985, + "IoU": 0.928607853136155, + "TN": 468827, + "TP": 52809, + "n_pred": 53794, + "n_ref": 55884 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.956003406187908, + "FN": 6510, + "FP": 0, + "IoU": 0.9157150625339858, + "TN": 448458, + "TP": 70728, + "n_pred": 70728, + "n_ref": 77238 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0197.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0197.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.07474226804123711, + "FN": 718, + "FP": 0, + "IoU": 0.038821954484605084, + "TN": 524949, + "TP": 29, + "n_pred": 29, + "n_ref": 747 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1259, + "IoU": 0.0, + "TN": 524437, + "TP": 0, + "n_pred": 1259, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.5455232909860859, + "FN": 5887, + "FP": 123, + "IoU": 0.3750649890818343, + "TN": 516079, + "TP": 3607, + "n_pred": 3730, + "n_ref": 9494 + }, + "6": { + "Dice": 0.0, + "FN": 2, + "FP": 0, + "IoU": 0.0, + "TN": 525694, + "TP": 0, + "n_pred": 0, + "n_ref": 2 + }, + "7": { + "Dice": 0.0, + "FN": 571, + "FP": 0, + "IoU": 0.0, + "TN": 525125, + "TP": 0, + "n_pred": 0, + "n_ref": 571 + }, + "8": { + "Dice": 0.9547741721654766, + "FN": 2834, + "FP": 168, + "IoU": 0.913462092822139, + "TN": 491006, + "TP": 31688, + "n_pred": 31856, + "n_ref": 34522 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0215.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0215.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9080680977054034, + "FN": 877, + "FP": 1607, + "IoU": 0.8316160520607375, + "TN": 510944, + "TP": 12268, + "n_pred": 13875, + "n_ref": 13145 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7071885585246519, + "FN": 874, + "FP": 682, + "IoU": 0.5470160116448326, + "TN": 522261, + "TP": 1879, + "n_pred": 2561, + "n_ref": 2753 + }, + "13": { + "Dice": 0.1780821917808219, + "FN": 240, + "FP": 0, + "IoU": 0.09774436090225563, + "TN": 525430, + "TP": 26, + "n_pred": 26, + "n_ref": 266 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9379178605539638, + "FN": 310, + "FP": 795, + "IoU": 0.8830935251798561, + "TN": 516244, + "TP": 8347, + "n_pred": 9142, + "n_ref": 8657 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7548872180451128, + "FN": 749, + "FP": 66, + "IoU": 0.606280193236715, + "TN": 523626, + "TP": 1255, + "n_pred": 1321, + "n_ref": 2004 + }, + "7": { + "Dice": 0.9674319831502725, + "FN": 723, + "FP": 1148, + "IoU": 0.936918408631153, + "TN": 496036, + "TP": 27789, + "n_pred": 28937, + "n_ref": 28512 + }, + "8": { + "Dice": 0.9396551724137931, + "FN": 1270, + "FP": 746, + "IoU": 0.8861788617886179, + "TN": 507984, + "TP": 15696, + "n_pred": 16442, + "n_ref": 16966 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0230.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0230.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8262875670283077, + "FN": 517, + "FP": 876, + "IoU": 0.7039949001274968, + "TN": 520990, + "TP": 3313, + "n_pred": 4189, + "n_ref": 3830 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6100028910089621, + "FN": 815, + "FP": 534, + "IoU": 0.43885191347753744, + "TN": 523292, + "TP": 1055, + "n_pred": 1589, + "n_ref": 1870 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.39505597014925375, + "FN": 2567, + "FP": 27, + "IoU": 0.24614937518163324, + "TN": 522255, + "TP": 847, + "n_pred": 874, + "n_ref": 3414 + }, + "5": { + "Dice": 0.6428480932471811, + "FN": 2294, + "FP": 525, + "IoU": 0.47367438386855865, + "TN": 520340, + "TP": 2537, + "n_pred": 3062, + "n_ref": 4831 + }, + "6": { + "Dice": 0.9334519497274422, + "FN": 1385, + "FP": 17391, + "IoU": 0.8752085285692448, + "TN": 375237, + "TP": 131683, + "n_pred": 149074, + "n_ref": 133068 + }, + "7": { + "Dice": 0.7140820980615735, + "FN": 1827, + "FP": 179, + "IoU": 0.555309244070051, + "TN": 521185, + "TP": 2505, + "n_pred": 2684, + "n_ref": 4332 + }, + "8": { + "Dice": 0.9493717540626571, + "FN": 1474, + "FP": 37, + "IoU": 0.9036229110855977, + "TN": 510018, + "TP": 14167, + "n_pred": 14204, + "n_ref": 15641 + }, + "9": { + "Dice": 0.6665781083953242, + "FN": 98, + "FP": 2412, + "IoU": 0.4999003785614664, + "TN": 520677, + "TP": 2509, + "n_pred": 4921, + "n_ref": 2607 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0249.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0249.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7470817120622568, + "FN": 19, + "FP": 46, + "IoU": 0.5962732919254659, + "TN": 525535, + "TP": 96, + "n_pred": 142, + "n_ref": 115 + }, + "10": { + "Dice": 0.9177110427997163, + "FN": 290, + "FP": 406, + "IoU": 0.847935328818003, + "TN": 521119, + "TP": 3881, + "n_pred": 4287, + "n_ref": 4171 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6488479262672812, + "FN": 1291, + "FP": 614, + "IoU": 0.48021828103683495, + "TN": 522031, + "TP": 1760, + "n_pred": 2374, + "n_ref": 3051 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 18, + "IoU": 0.0, + "TN": 525678, + "TP": 0, + "n_pred": 18, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1781, + "IoU": 0.0, + "TN": 523915, + "TP": 0, + "n_pred": 1781, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 18263, + "IoU": 0.0, + "TN": 507433, + "TP": 0, + "n_pred": 18263, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 193, + "IoU": 0.0, + "TN": 525503, + "TP": 0, + "n_pred": 193, + "n_ref": 0 + }, + "3": { + "Dice": 0.9129564782391195, + "FN": 329, + "FP": 19, + "IoU": 0.839852738150023, + "TN": 523523, + "TP": 1825, + "n_pred": 1844, + "n_ref": 2154 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 10, + "IoU": 0.0, + "TN": 525686, + "TP": 0, + "n_pred": 10, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 300, + "IoU": 0.0, + "TN": 525396, + "TP": 0, + "n_pred": 300, + "n_ref": 0 + }, + "6": { + "Dice": 0.7146884417225624, + "FN": 23487, + "FP": 5863, + "IoU": 0.5560429587051883, + "TN": 459586, + "TP": 36760, + "n_pred": 42623, + "n_ref": 60247 + }, + "7": { + "Dice": 0.9015791537446975, + "FN": 8542, + "FP": 2502, + "IoU": 0.8207957421951061, + "TN": 464068, + "TP": 50584, + "n_pred": 53086, + "n_ref": 59126 + }, + "8": { + "Dice": 0.951394824228328, + "FN": 1812, + "FP": 1657, + "IoU": 0.9072955638695884, + "TN": 488276, + "TP": 33951, + "n_pred": 35608, + "n_ref": 35763 + }, + "9": { + "Dice": 0.0, + "FN": 31, + "FP": 126, + "IoU": 0.0, + "TN": 525539, + "TP": 0, + "n_pred": 126, + "n_ref": 31 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0351.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0351.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 9, + "IoU": 0.0, + "TN": 525687, + "TP": 0, + "n_pred": 9, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 10, + "IoU": 0.0, + "TN": 525686, + "TP": 0, + "n_pred": 10, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.869167429094236, + "FN": 220, + "FP": 1782, + "IoU": 0.7686084142394822, + "TN": 517044, + "TP": 6650, + "n_pred": 8432, + "n_ref": 6870 + }, + "6": { + "Dice": 0.8447416095474666, + "FN": 2468, + "FP": 5845, + "IoU": 0.7312144335230212, + "TN": 494768, + "TP": 22615, + "n_pred": 28460, + "n_ref": 25083 + }, + "7": { + "Dice": 0.8159910783553141, + "FN": 7567, + "FP": 23, + "IoU": 0.6891764609525369, + "TN": 501277, + "TP": 16829, + "n_pred": 16852, + "n_ref": 24396 + }, + "8": { + "Dice": 0.9602988514882963, + "FN": 278, + "FP": 1720, + "IoU": 0.923629691919578, + "TN": 499534, + "TP": 24164, + "n_pred": 25884, + "n_ref": 24442 + }, + "9": { + "Dice": 0.7805362462760675, + "FN": 948, + "FP": 157, + "IoU": 0.6400651465798045, + "TN": 522626, + "TP": 1965, + "n_pred": 2122, + "n_ref": 2913 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0379.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0379.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.6516672196416722, + "FN": 33596, + "FP": 0, + "IoU": 0.48331334010027377, + "TN": 635906, + "TP": 31426, + "n_pred": 31426, + "n_ref": 65022 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0387.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0387.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9599814739256531, + "FN": 2428, + "FP": 1201, + "IoU": 0.9230426668928662, + "TN": 653772, + "TP": 43527, + "n_pred": 44728, + "n_ref": 45955 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 808, + "IoU": 0.0, + "TN": 700120, + "TP": 0, + "n_pred": 808, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9794830327284688, + "FN": 1998, + "FP": 996, + "IoU": 0.9597910315467157, + "TN": 626467, + "TP": 71467, + "n_pred": 72463, + "n_ref": 73465 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0390.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0390.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8485424588086184, + "FN": 1144, + "FP": 5070, + "IoU": 0.7369290038525041, + "TN": 502075, + "TP": 17407, + "n_pred": 22477, + "n_ref": 18551 + }, + "15": { + "Dice": 0.7726185364656811, + "FN": 3180, + "FP": 527, + "IoU": 0.6294852573713143, + "TN": 515691, + "TP": 6298, + "n_pred": 6825, + "n_ref": 9478 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9725203758963168, + "FN": 2834, + "FP": 868, + "IoU": 0.9465106198526224, + "TN": 456486, + "TP": 65508, + "n_pred": 66376, + "n_ref": 68342 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0400.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0400.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6116352201257862, + "FN": 4972, + "FP": 462, + "IoU": 0.4405436013590034, + "TN": 515983, + "TP": 4279, + "n_pred": 4741, + "n_ref": 9251 + }, + "6": { + "Dice": 0.0, + "FN": 2, + "FP": 0, + "IoU": 0.0, + "TN": 525694, + "TP": 0, + "n_pred": 0, + "n_ref": 2 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9659402680881085, + "FN": 896, + "FP": 842, + "IoU": 0.9341242466739946, + "TN": 499313, + "TP": 24645, + "n_pred": 25487, + "n_ref": 25541 + }, + "9": { + "Dice": 0.8891286754788238, + "FN": 137, + "FP": 685, + "IoU": 0.8003885381253035, + "TN": 521578, + "TP": 3296, + "n_pred": 3981, + "n_ref": 3433 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0401.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0401.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": 0.5304307826954473, + "FN": 902.7422222222224, + "FP": 819.9511111111112, + "IoU": 0.4550727884757686, + "TN": 577550.5377777778, + "TP": 4833.435555555556, + "n_pred": 5653.386666666666, + "n_ref": 5736.177777777777 + }, + "mean": { + "1": { + "Dice": 0.5447819944102955, + "FN": 1566.4333333333334, + "FP": 352.8666666666667, + "IoU": 0.5119169527434042, + "TN": 576243.4333333333, + "TP": 5943.933333333333, + "n_pred": 6296.8, + "n_ref": 7510.366666666667 + }, + "10": { + "Dice": 0.5830946304093481, + "FN": 1253.6666666666667, + "FP": 602.7, + "IoU": 0.46189503868657944, + "TN": 579638.4333333333, + "TP": 2611.866666666667, + "n_pred": 3214.5666666666666, + "n_ref": 3865.5333333333333 + }, + "11": { + "Dice": 0.40788947220814986, + "FN": 166.7, + "FP": 89.7, + "IoU": 0.31123268285642813, + "TN": 583624.5666666667, + "TP": 225.7, + "n_pred": 315.4, + "n_ref": 392.4 + }, + "12": { + "Dice": 0.431248580812245, + "FN": 368.2, + "FP": 77.06666666666666, + "IoU": 0.30703232027059857, + "TN": 583422.7, + "TP": 238.7, + "n_pred": 315.76666666666665, + "n_ref": 606.9 + }, + "13": { + "Dice": 0.27596104204755884, + "FN": 1206.5, + "FP": 690.3, + "IoU": 0.1942679805073235, + "TN": 581449.0666666667, + "TP": 760.8, + "n_pred": 1451.1, + "n_ref": 1967.3 + }, + "14": { + "Dice": 0.6623275627614106, + "FN": 1387.7333333333333, + "FP": 923.7, + "IoU": 0.5586800177979021, + "TN": 576497.0, + "TP": 5298.233333333334, + "n_pred": 6221.933333333333, + "n_ref": 6685.966666666666 + }, + "15": { + "Dice": 0.6401445415067432, + "FN": 406.7, + "FP": 1368.7666666666667, + "IoU": 0.5080965895645065, + "TN": 580204.7666666667, + "TP": 2126.4333333333334, + "n_pred": 3495.2, + "n_ref": 2533.133333333333 + }, + "2": { + "Dice": 0.5176283587762976, + "FN": 558.1666666666666, + "FP": 1435.5, + "IoU": 0.4733484291208482, + "TN": 574550.2, + "TP": 7562.8, + "n_pred": 8998.3, + "n_ref": 8120.966666666666 + }, + "3": { + "Dice": 0.5910582162846628, + "FN": 1092.8333333333333, + "FP": 548.8666666666667, + "IoU": 0.53277386322523, + "TN": 576585.8333333334, + "TP": 5879.133333333333, + "n_pred": 6428.0, + "n_ref": 6971.966666666666 + }, + "4": { + "Dice": 0.2142361946129669, + "FN": 483.26666666666665, + "FP": 442.06666666666666, + "IoU": 0.18142922815540402, + "TN": 582255.2333333333, + "TP": 926.1, + "n_pred": 1368.1666666666667, + "n_ref": 1409.3666666666666 + }, + "5": { + "Dice": 0.1733563150291363, + "FN": 16.2, + "FP": 156.46666666666667, + "IoU": 0.14888731258881963, + "TN": 583892.0, + "TP": 42.0, + "n_pred": 198.46666666666667, + "n_ref": 58.2 + }, + "6": { + "Dice": 0.8375545953898805, + "FN": 1022.9666666666667, + "FP": 3633.866666666667, + "IoU": 0.7885689510089678, + "TN": 550306.8, + "TP": 29143.033333333333, + "n_pred": 32776.9, + "n_ref": 30166.0 + }, + "7": { + "Dice": 0.4974768111893073, + "FN": 2794.133333333333, + "FP": 1173.6666666666667, + "IoU": 0.4345605530766211, + "TN": 575963.8333333334, + "TP": 4175.033333333334, + "n_pred": 5348.7, + "n_ref": 6969.166666666667 + }, + "8": { + "Dice": 0.8221676239732592, + "FN": 380.3333333333333, + "FP": 301.23333333333335, + "IoU": 0.7583332499570715, + "TN": 579681.2, + "TP": 3743.9, + "n_pred": 4045.133333333333, + "n_ref": 4124.233333333334 + }, + "9": { + "Dice": 0.7575358010204482, + "FN": 837.3, + "FP": 502.5, + "IoU": 0.6550686575768248, + "TN": 578943.0, + "TP": 3823.866666666667, + "n_pred": 4326.366666666667, + "n_ref": 4661.166666666667 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 525693, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "10": { + "Dice": 0.2816399286987522, + "FN": 771, + "FP": 35, + "IoU": 0.16390041493775934, + "TN": 524732, + "TP": 158, + "n_pred": 193, + "n_ref": 929 + }, + "11": { + "Dice": 0.39094502335609055, + "FN": 1543, + "FP": 152, + "IoU": 0.2429656096471639, + "TN": 523457, + "TP": 544, + "n_pred": 696, + "n_ref": 2087 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 416, + "FP": 0, + "IoU": 0.0, + "TN": 525280, + "TP": 0, + "n_pred": 0, + "n_ref": 416 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 77, + "FP": 92, + "IoU": 0.0, + "TN": 525527, + "TP": 0, + "n_pred": 92, + "n_ref": 77 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2688, + "IoU": 0.0, + "TN": 523008, + "TP": 0, + "n_pred": 2688, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 1393, + "FP": 5, + "IoU": 0.0, + "TN": 524298, + "TP": 0, + "n_pred": 5, + "n_ref": 1393 + }, + "5": { + "Dice": 0.0, + "FN": 20, + "FP": 0, + "IoU": 0.0, + "TN": 525676, + "TP": 0, + "n_pred": 0, + "n_ref": 20 + }, + "6": { + "Dice": 0.8899760146287017, + "FN": 5802, + "FP": 3464, + "IoU": 0.8017628685122588, + "TN": 478954, + "TP": 37476, + "n_pred": 40940, + "n_ref": 43278 + }, + "7": { + "Dice": 0.0, + "FN": 15263, + "FP": 44, + "IoU": 0.0, + "TN": 510389, + "TP": 0, + "n_pred": 44, + "n_ref": 15263 + }, + "8": { + "Dice": 0.9328780388359411, + "FN": 1036, + "FP": 2915, + "IoU": 0.8742000191040213, + "TN": 494289, + "TP": 27456, + "n_pred": 30371, + "n_ref": 28492 + }, + "9": { + "Dice": 0.7530325084910238, + "FN": 2677, + "FP": 2413, + "IoU": 0.6038910505836576, + "TN": 512846, + "TP": 7760, + "n_pred": 10173, + "n_ref": 10437 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0005.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0005.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9491107878560368, + "FN": 861, + "FP": 3477, + "IoU": 0.9031501864213793, + "TN": 480905, + "TP": 40453, + "n_pred": 43930, + "n_ref": 41314 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9642913010708344, + "FN": 1136, + "FP": 1375, + "IoU": 0.9310448990800494, + "TN": 489281, + "TP": 33904, + "n_pred": 35279, + "n_ref": 35040 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0011.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0011.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 22297, + "IoU": 0.0, + "TN": 503399, + "TP": 0, + "n_pred": 22297, + "n_ref": 0 + }, + "3": { + "Dice": 0.6707700687682985, + "FN": 22247, + "FP": 1930, + "IoU": 0.5046305782075974, + "TN": 476890, + "TP": 24629, + "n_pred": 26559, + "n_ref": 46876 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0014.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0014.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 899, + "FP": 0, + "IoU": 0.0, + "TN": 524797, + "TP": 0, + "n_pred": 0, + "n_ref": 899 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.25658453695836875, + "FN": 869, + "FP": 6, + "IoU": 0.14717348927875243, + "TN": 524670, + "TP": 151, + "n_pred": 157, + "n_ref": 1020 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8889398249895506, + "FN": 9509, + "FP": 6965, + "IoU": 0.8000825202660065, + "TN": 443292, + "TP": 65930, + "n_pred": 72895, + "n_ref": 75439 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1688, + "IoU": 0.0, + "TN": 524008, + "TP": 0, + "n_pred": 1688, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9605239483248768, + "FN": 643, + "FP": 3745, + "IoU": 0.924046250778924, + "TN": 467924, + "TP": 53384, + "n_pred": 57129, + "n_ref": 54027 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 713, + "IoU": 0.0, + "TN": 524983, + "TP": 0, + "n_pred": 713, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8125, + "FN": 6, + "FP": 0, + "IoU": 0.6842105263157895, + "TN": 525677, + "TP": 13, + "n_pred": 13, + "n_ref": 19 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0016.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0016.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7875081636288073, + "FN": 2594, + "FP": 985, + "IoU": 0.6494956419547546, + "TN": 515485, + "TP": 6632, + "n_pred": 7617, + "n_ref": 9226 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6172566371681416, + "FN": 1238, + "FP": 146, + "IoU": 0.4464, + "TN": 523196, + "TP": 1116, + "n_pred": 1262, + "n_ref": 2354 + }, + "13": { + "Dice": 0.6497854077253219, + "FN": 2090, + "FP": 4438, + "IoU": 0.48124602670057215, + "TN": 513112, + "TP": 6056, + "n_pred": 10494, + "n_ref": 8146 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 525694, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "3": { + "Dice": 0.8998599439775911, + "FN": 401, + "FP": 457, + "IoU": 0.8179503500954806, + "TN": 520983, + "TP": 3855, + "n_pred": 4312, + "n_ref": 4256 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.019940915805022157, + "FN": 31, + "FP": 2623, + "IoU": 0.010070869078701977, + "TN": 523015, + "TP": 27, + "n_pred": 2650, + "n_ref": 58 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.5585179218687072, + "FN": 5157, + "FP": 324, + "IoU": 0.38746088511399196, + "TN": 516748, + "TP": 3467, + "n_pred": 3791, + "n_ref": 8624 + }, + "8": { + "Dice": 0.7619369092917638, + "FN": 7018, + "FP": 740, + "IoU": 0.6154265602538046, + "TN": 505523, + "TP": 12415, + "n_pred": 13155, + "n_ref": 19433 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0027.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0027.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1574, + "IoU": 0.0, + "TN": 699354, + "TP": 0, + "n_pred": 1574, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.6805635860138157, + "FN": 10279, + "FP": 218, + "IoU": 0.5157986992019927, + "TN": 679249, + "TP": 11182, + "n_pred": 11400, + "n_ref": 21461 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9677843382321252, + "FN": 2122, + "FP": 868, + "IoU": 0.9375795912402664, + "TN": 653027, + "TP": 44911, + "n_pred": 45779, + "n_ref": 47033 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 5739, + "IoU": 0.0, + "TN": 695189, + "TP": 0, + "n_pred": 5739, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0045.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0045.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.7401732341100402, + "FN": 4518, + "FP": 6131, + "IoU": 0.5875198512607972, + "TN": 499879, + "TP": 15168, + "n_pred": 21299, + "n_ref": 19686 + }, + "15": { + "Dice": 0.8129084553422159, + "FN": 7977, + "FP": 3102, + "IoU": 0.6847900307272107, + "TN": 490548, + "TP": 24069, + "n_pred": 27171, + "n_ref": 32046 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0059.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0059.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 37167, + "FP": 0, + "IoU": 0.0, + "TN": 488529, + "TP": 0, + "n_pred": 0, + "n_ref": 37167 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.7569492531407657, + "FN": 12108, + "FP": 177, + "IoU": 0.6089447716059208, + "TN": 494281, + "TP": 19130, + "n_pred": 19307, + "n_ref": 31238 + }, + "15": { + "Dice": 0.5202757076379413, + "FN": 594, + "FP": 26828, + "IoU": 0.3516031400737728, + "TN": 483404, + "TP": 14870, + "n_pred": 41698, + "n_ref": 15464 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6530347570465157, + "FN": 110, + "FP": 40020, + "IoU": 0.48481930804287826, + "TN": 447801, + "TP": 37765, + "n_pred": 77785, + "n_ref": 37875 + }, + "7": { + "Dice": 0.7853211009174312, + "FN": 89, + "FP": 145, + "IoU": 0.6465256797583081, + "TN": 525034, + "TP": 428, + "n_pred": 573, + "n_ref": 517 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0077.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0077.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0102.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0102.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.3718786839567035, + "FN": 9840, + "FP": 13604, + "IoU": 0.22840968931016326, + "TN": 495312, + "TP": 6940, + "n_pred": 20544, + "n_ref": 16780 + }, + "15": { + "Dice": 0.4637734801517535, + "FN": 671, + "FP": 5124, + "IoU": 0.3018913383929647, + "TN": 517395, + "TP": 2506, + "n_pred": 7630, + "n_ref": 3177 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1181, + "IoU": 0.0, + "TN": 524515, + "TP": 0, + "n_pred": 1181, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9858065911487199, + "FN": 1644, + "FP": 456, + "IoU": 0.9720104494322119, + "TN": 450668, + "TP": 72928, + "n_pred": 73384, + "n_ref": 74572 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9114324923466695, + "FN": 122, + "FP": 1556, + "IoU": 0.8372769588828549, + "TN": 515384, + "TP": 8634, + "n_pred": 10190, + "n_ref": 8756 + }, + "9": { + "Dice": 0.7153380978559648, + "FN": 1277, + "FP": 1312, + "IoU": 0.5568298527901404, + "TN": 519854, + "TP": 3253, + "n_pred": 4565, + "n_ref": 4530 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0105.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0105.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.3173189988241223, + "FN": 7277, + "FP": 851, + "IoU": 0.18857941499450934, + "TN": 515679, + "TP": 1889, + "n_pred": 2740, + "n_ref": 9166 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6395298839042568, + "FN": 1557, + "FP": 958, + "IoU": 0.47008006742520014, + "TN": 520950, + "TP": 2231, + "n_pred": 3189, + "n_ref": 3788 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1980, + "IoU": 0.0, + "TN": 523716, + "TP": 0, + "n_pred": 1980, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 506, + "IoU": 0.0, + "TN": 525190, + "TP": 0, + "n_pred": 506, + "n_ref": 0 + }, + "3": { + "Dice": 0.9647847959754052, + "FN": 37, + "FP": 341, + "IoU": 0.9319654427645788, + "TN": 520140, + "TP": 5178, + "n_pred": 5519, + "n_ref": 5215 + }, + "4": { + "Dice": 0.9399151606717415, + "FN": 553, + "FP": 1515, + "IoU": 0.8866414515156499, + "TN": 507453, + "TP": 16175, + "n_pred": 17690, + "n_ref": 16728 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9747017034472687, + "FN": 2392, + "FP": 553, + "IoU": 0.9506518314956935, + "TN": 466018, + "TP": 56733, + "n_pred": 57286, + "n_ref": 59125 + }, + "7": { + "Dice": 0.8252802821717145, + "FN": 7363, + "FP": 2346, + "IoU": 0.7025337786084133, + "TN": 493057, + "TP": 22930, + "n_pred": 25276, + "n_ref": 30293 + }, + "8": { + "Dice": 0.9641188478112951, + "FN": 326, + "FP": 465, + "IoU": 0.9307234191627255, + "TN": 514278, + "TP": 10627, + "n_pred": 11092, + "n_ref": 10953 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0118.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0118.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0161.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0161.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0181.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0181.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 28, + "IoU": 0.0, + "TN": 525668, + "TP": 0, + "n_pred": 28, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8751238195866077, + "FN": 1800, + "FP": 91, + "IoU": 0.7779734648350358, + "TN": 517179, + "TP": 6626, + "n_pred": 6717, + "n_ref": 8426 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1765, + "IoU": 0.0, + "TN": 523931, + "TP": 0, + "n_pred": 1765, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 7539, + "IoU": 0.0, + "TN": 518157, + "TP": 0, + "n_pred": 7539, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0188.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0188.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9609635827169476, + "FN": 4127, + "FP": 702, + "IoU": 0.9248603482347083, + "TN": 461429, + "TP": 59438, + "n_pred": 60140, + "n_ref": 63565 + }, + "15": { + "Dice": 0.8094763092269327, + "FN": 22, + "FP": 742, + "IoU": 0.6799329702555509, + "TN": 523309, + "TP": 1623, + "n_pred": 2365, + "n_ref": 1645 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0195.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0195.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0199.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0199.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9636888932663581, + "FN": 5804, + "FP": 832, + "IoU": 0.9299223823855536, + "TN": 606233, + "TP": 88059, + "n_pred": 88891, + "n_ref": 93863 + }, + "10": { + "Dice": 0.2712439418416801, + "FN": 8015, + "FP": 1007, + "IoU": 0.15690122418465563, + "TN": 690227, + "TP": 1679, + "n_pred": 2686, + "n_ref": 9694 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 700927, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.30605806762079596, + "FN": 27790, + "FP": 11145, + "IoU": 0.1806780160350161, + "TN": 653407, + "TP": 8586, + "n_pred": 19731, + "n_ref": 36376 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.19136377757067413, + "FN": 26, + "FP": 2577, + "IoU": 0.1058055650979045, + "TN": 698017, + "TP": 308, + "n_pred": 2885, + "n_ref": 334 + }, + "3": { + "Dice": 0.3333333333333333, + "FN": 48, + "FP": 0, + "IoU": 0.2, + "TN": 700868, + "TP": 12, + "n_pred": 12, + "n_ref": 60 + }, + "4": { + "Dice": 0.09341081021817783, + "FN": 2177, + "FP": 6092, + "IoU": 0.04899367452558942, + "TN": 692233, + "TP": 426, + "n_pred": 6518, + "n_ref": 2603 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8604977200639035, + "FN": 2672, + "FP": 27279, + "IoU": 0.755152258328224, + "TN": 578603, + "TP": 92374, + "n_pred": 119653, + "n_ref": 95046 + }, + "7": { + "Dice": 0.2558902910496754, + "FN": 38830, + "FP": 1974, + "IoU": 0.14671685487243832, + "TN": 653108, + "TP": 7016, + "n_pred": 8990, + "n_ref": 45846 + }, + "8": { + "Dice": 0.9475406855168652, + "FN": 503, + "FP": 651, + "IoU": 0.900310988251555, + "TN": 689352, + "TP": 10422, + "n_pred": 11073, + "n_ref": 10925 + }, + "9": { + "Dice": 0.768056968463886, + "FN": 802, + "FP": 1934, + "IoU": 0.6234516928158547, + "TN": 693662, + "TP": 4530, + "n_pred": 6464, + "n_ref": 5332 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0212.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0212.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9638004356394565, + "FN": 321, + "FP": 377, + "IoU": 0.9301301301301301, + "TN": 515706, + "TP": 9292, + "n_pred": 9669, + "n_ref": 9613 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.763956043956044, + "FN": 537, + "FP": 0, + "IoU": 0.6180654338549075, + "TN": 524290, + "TP": 869, + "n_pred": 869, + "n_ref": 1406 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 717, + "IoU": 0.0, + "TN": 524979, + "TP": 0, + "n_pred": 717, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0248.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0248.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.8864059590316573, + "FN": 54, + "FP": 7, + "IoU": 0.7959866220735786, + "TN": 525397, + "TP": 238, + "n_pred": 245, + "n_ref": 292 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0264.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0264.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2227, + "IoU": 0.0, + "TN": 698701, + "TP": 0, + "n_pred": 2227, + "n_ref": 0 + }, + "10": { + "Dice": 0.7942129907551927, + "FN": 5002, + "FP": 1854, + "IoU": 0.6586677287663049, + "TN": 680842, + "TP": 13230, + "n_pred": 15084, + "n_ref": 18232 + }, + "11": { + "Dice": 0.7812166488794023, + "FN": 248, + "FP": 572, + "IoU": 0.6409807355516638, + "TN": 698644, + "TP": 1464, + "n_pred": 2036, + "n_ref": 1712 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7049875998897768, + "FN": 3802, + "FP": 1551, + "IoU": 0.5443867563196868, + "TN": 689179, + "TP": 6396, + "n_pred": 7947, + "n_ref": 10198 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9598326845988497, + "FN": 1639, + "FP": 1818, + "IoU": 0.9227675878554992, + "TN": 656167, + "TP": 41304, + "n_pred": 43122, + "n_ref": 42943 + }, + "3": { + "Dice": 0.9565651447198251, + "FN": 1855, + "FP": 3888, + "IoU": 0.916746397610971, + "TN": 631946, + "TP": 63239, + "n_pred": 67127, + "n_ref": 65094 + }, + "4": { + "Dice": 0.0, + "FN": 95, + "FP": 0, + "IoU": 0.0, + "TN": 700833, + "TP": 0, + "n_pred": 0, + "n_ref": 95 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9591181292027701, + "FN": 728, + "FP": 1716, + "IoU": 0.9214476263941118, + "TN": 669815, + "TP": 28669, + "n_pred": 30385, + "n_ref": 29397 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 700927, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "8": { + "Dice": 0.9255092733353603, + "FN": 869, + "FP": 1336, + "IoU": 0.8613469156762875, + "TN": 685025, + "TP": 13698, + "n_pred": 15034, + "n_ref": 14567 + }, + "9": { + "Dice": 0.9560795932257677, + "FN": 597, + "FP": 1597, + "IoU": 0.9158548745877119, + "TN": 674854, + "TP": 23880, + "n_pred": 25477, + "n_ref": 24477 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0272.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0272.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.944271948608137, + "FN": 918, + "FP": 1164, + "IoU": 0.8944272602809188, + "TN": 505975, + "TP": 17639, + "n_pred": 18803, + "n_ref": 18557 + }, + "10": { + "Dice": 0.7929551746480532, + "FN": 2079, + "FP": 1436, + "IoU": 0.6569392933827836, + "TN": 515450, + "TP": 6731, + "n_pred": 8167, + "n_ref": 8810 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7045800470458005, + "FN": 1330, + "FP": 805, + "IoU": 0.5439008758812219, + "TN": 521015, + "TP": 2546, + "n_pred": 3351, + "n_ref": 3876 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9660227149222911, + "FN": 1899, + "FP": 3103, + "IoU": 0.9342784690378273, + "TN": 449587, + "TP": 71107, + "n_pred": 74210, + "n_ref": 73006 + }, + "3": { + "Dice": 0.9611529269075733, + "FN": 1179, + "FP": 999, + "IoU": 0.9252111805507863, + "TN": 496574, + "TP": 26944, + "n_pred": 27943, + "n_ref": 28123 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 12, + "IoU": 0.0, + "TN": 525684, + "TP": 0, + "n_pred": 12, + "n_ref": 0 + }, + "6": { + "Dice": 0.9695639326269576, + "FN": 123, + "FP": 598, + "IoU": 0.9409258500614502, + "TN": 513491, + "TP": 11484, + "n_pred": 12082, + "n_ref": 11607 + }, + "7": { + "Dice": 0.9269804377300019, + "FN": 457, + "FP": 297, + "IoU": 0.863898916967509, + "TN": 520156, + "TP": 4786, + "n_pred": 5083, + "n_ref": 5243 + }, + "8": { + "Dice": 0.9547379179442255, + "FN": 411, + "FP": 209, + "IoU": 0.9133957256600084, + "TN": 518537, + "TP": 6539, + "n_pred": 6748, + "n_ref": 6950 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 1077, + "IoU": 0.0, + "TN": 524619, + "TP": 0, + "n_pred": 1077, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0273.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0273.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8923383774877509, + "FN": 1278, + "FP": 1205, + "IoU": 0.8056055742582009, + "TN": 688155, + "TP": 10290, + "n_pred": 11495, + "n_ref": 11568 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 773, + "IoU": 0.0, + "TN": 700155, + "TP": 0, + "n_pred": 773, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9669121887718951, + "FN": 2201, + "FP": 1815, + "IoU": 0.9359438551718637, + "TN": 638233, + "TP": 58679, + "n_pred": 60494, + "n_ref": 60880 + }, + "7": { + "Dice": 0.9621482553465187, + "FN": 1028, + "FP": 149, + "IoU": 0.927057511155181, + "TN": 684792, + "TP": 14959, + "n_pred": 15108, + "n_ref": 15987 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0281.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0281.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.7197176319589282, + "FN": 1193, + "FP": 554, + "IoU": 0.562155388471178, + "TN": 696938, + "TP": 2243, + "n_pred": 2797, + "n_ref": 3436 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.774151377180724, + "FN": 4941, + "FP": 5079, + "IoU": 0.6315228183723752, + "TN": 673735, + "TP": 17173, + "n_pred": 22252, + "n_ref": 22114 + }, + "15": { + "Dice": 0.32251115556239424, + "FN": 2312, + "FP": 2091, + "IoU": 0.19225830122913226, + "TN": 695477, + "TP": 1048, + "n_pred": 3139, + "n_ref": 3360 + }, + "2": { + "Dice": 0.9591833060261789, + "FN": 895, + "FP": 1372, + "IoU": 0.9215679490727927, + "TN": 672024, + "TP": 26637, + "n_pred": 28009, + "n_ref": 27532 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9720992880507985, + "FN": 1474, + "FP": 1861, + "IoU": 0.9457132160239611, + "TN": 639495, + "TP": 58098, + "n_pred": 59959, + "n_ref": 59572 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.850864553314121, + "FN": 373, + "FP": 41, + "IoU": 0.7404388714733542, + "TN": 699333, + "TP": 1181, + "n_pred": 1222, + "n_ref": 1554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0282.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0282.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 211, + "IoU": 0.0, + "TN": 525485, + "TP": 0, + "n_pred": 211, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.16, + "FN": 198, + "FP": 12, + "IoU": 0.08695652173913043, + "TN": 525466, + "TP": 20, + "n_pred": 32, + "n_ref": 218 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0296.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0296.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9305483270300591, + "FN": 5561, + "FP": 444, + "IoU": 0.870117229744344, + "TN": 479462, + "TP": 40229, + "n_pred": 40673, + "n_ref": 45790 + }, + "15": { + "Dice": 0.9119221411192214, + "FN": 625, + "FP": 3176, + "IoU": 0.8381037567084079, + "TN": 502218, + "TP": 19677, + "n_pred": 22853, + "n_ref": 20302 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9401277968070829, + "FN": 1561, + "FP": 4417, + "IoU": 0.8870199576655579, + "TN": 472784, + "TP": 46934, + "n_pred": 51351, + "n_ref": 48495 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8564512410666257, + "FN": 4855, + "FP": 2617, + "IoU": 0.7489416033868692, + "TN": 495934, + "TP": 22290, + "n_pred": 24907, + "n_ref": 27145 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0297.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0297.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8810020876826722, + "FN": 52, + "FP": 290, + "IoU": 0.7873134328358209, + "TN": 524088, + "TP": 1266, + "n_pred": 1556, + "n_ref": 1318 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0299.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0299.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9431714023831348, + "FN": 592, + "FP": 772, + "IoU": 0.8924544666088465, + "TN": 863477, + "TP": 11319, + "n_pred": 12091, + "n_ref": 11911 + }, + "10": { + "Dice": 0.8465325524149053, + "FN": 1307, + "FP": 2309, + "IoU": 0.7339024210758702, + "TN": 862571, + "TP": 9973, + "n_pred": 12282, + "n_ref": 11280 + }, + "11": { + "Dice": 0.6687069625095639, + "FN": 81, + "FP": 352, + "IoU": 0.5022988505747127, + "TN": 875290, + "TP": 437, + "n_pred": 789, + "n_ref": 518 + }, + "12": { + "Dice": 0.42694983522519225, + "FN": 3076, + "FP": 54, + "IoU": 0.271415270018622, + "TN": 871864, + "TP": 1166, + "n_pred": 1220, + "n_ref": 4242 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 132, + "IoU": 0.0, + "TN": 876028, + "TP": 0, + "n_pred": 132, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9596607752636122, + "FN": 676, + "FP": 399, + "IoU": 0.9224498629346415, + "TN": 862298, + "TP": 12787, + "n_pred": 13186, + "n_ref": 13463 + }, + "4": { + "Dice": 0.0, + "FN": 1, + "FP": 0, + "IoU": 0.0, + "TN": 876159, + "TP": 0, + "n_pred": 0, + "n_ref": 1 + }, + "5": { + "Dice": 0.8468406593406593, + "FN": 435, + "FP": 11, + "IoU": 0.7343656938653961, + "TN": 874481, + "TP": 1233, + "n_pred": 1244, + "n_ref": 1668 + }, + "6": { + "Dice": 0.9349525379098267, + "FN": 3872, + "FP": 3193, + "IoU": 0.8778505852452497, + "TN": 818321, + "TP": 50774, + "n_pred": 53967, + "n_ref": 54646 + }, + "7": { + "Dice": 0.9749721608645648, + "FN": 292, + "FP": 1079, + "IoU": 0.951166518254675, + "TN": 848085, + "TP": 26704, + "n_pred": 27783, + "n_ref": 26996 + }, + "8": { + "Dice": 0.9561190150934595, + "FN": 506, + "FP": 811, + "IoU": 0.9159272263006702, + "TN": 860495, + "TP": 14348, + "n_pred": 15159, + "n_ref": 14854 + }, + "9": { + "Dice": 0.9059386770866336, + "FN": 2802, + "FP": 2542, + "IoU": 0.8280510955950964, + "TN": 845081, + "TP": 25735, + "n_pred": 28277, + "n_ref": 28537 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0332.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0332.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.774997272032881, + "FN": 6479, + "FP": 5893, + "IoU": 0.6326494254580005, + "TN": 667249, + "TP": 21307, + "n_pred": 27200, + "n_ref": 27786 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.19740777666999004, + "FN": 456, + "FP": 349, + "IoU": 0.10951327433628319, + "TN": 700024, + "TP": 99, + "n_pred": 448, + "n_ref": 555 + }, + "13": { + "Dice": 0.5662337662337662, + "FN": 1228, + "FP": 1277, + "IoU": 0.39492753623188404, + "TN": 696788, + "TP": 1635, + "n_pred": 2912, + "n_ref": 2863 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9407854984894259, + "FN": 352, + "FP": 40, + "IoU": 0.8881916714204221, + "TN": 697422, + "TP": 3114, + "n_pred": 3154, + "n_ref": 3466 + }, + "7": { + "Dice": 0.8790938624989024, + "FN": 23, + "FP": 2731, + "IoU": 0.784270719097603, + "TN": 688162, + "TP": 10012, + "n_pred": 12743, + "n_ref": 10035 + }, + "8": { + "Dice": 0.9527285782671134, + "FN": 482, + "FP": 308, + "IoU": 0.9097246029025254, + "TN": 692177, + "TP": 7961, + "n_pred": 8269, + "n_ref": 8443 + }, + "9": { + "Dice": 0.8419117647058824, + "FN": 54, + "FP": 32, + "IoU": 0.726984126984127, + "TN": 700613, + "TP": 229, + "n_pred": 261, + "n_ref": 283 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0383.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0383.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8259009176127229, + "FN": 3768, + "FP": 3271, + "IoU": 0.7034337476300822, + "TN": 501961, + "TP": 16696, + "n_pred": 19967, + "n_ref": 20464 + }, + "11": { + "Dice": 0.7025295109612142, + "FN": 1037, + "FP": 727, + "IoU": 0.5414608786067066, + "TN": 521849, + "TP": 2083, + "n_pred": 2810, + "n_ref": 3120 + }, + "12": { + "Dice": 0.0017673048600883653, + "FN": 3389, + "FP": 0, + "IoU": 0.000884433962264151, + "TN": 522304, + "TP": 3, + "n_pred": 3, + "n_ref": 3392 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8534458188451234, + "FN": 900, + "FP": 4242, + "IoU": 0.7443571641642637, + "TN": 505582, + "TP": 14972, + "n_pred": 19214, + "n_ref": 15872 + }, + "3": { + "Dice": 0.6779907789371512, + "FN": 5152, + "FP": 156, + "IoU": 0.512848751835536, + "TN": 514800, + "TP": 5588, + "n_pred": 5744, + "n_ref": 10740 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9816038637705014, + "FN": 638, + "FP": 1575, + "IoU": 0.9638723369520855, + "TN": 464441, + "TP": 59042, + "n_pred": 60617, + "n_ref": 59680 + }, + "7": { + "Dice": 0.9465882227475516, + "FN": 553, + "FP": 2452, + "IoU": 0.8985927850706982, + "TN": 496063, + "TP": 26628, + "n_pred": 29080, + "n_ref": 27181 + }, + "8": { + "Dice": 0.7368421052631579, + "FN": 137, + "FP": 18, + "IoU": 0.5833333333333334, + "TN": 525324, + "TP": 217, + "n_pred": 235, + "n_ref": 354 + }, + "9": { + "Dice": 0.9668525728717248, + "FN": 452, + "FP": 493, + "IoU": 0.935832145039723, + "TN": 510969, + "TP": 13782, + "n_pred": 14275, + "n_ref": 14234 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0391.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0391.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.13863636363636364, + "FN": 318, + "FP": 440, + "IoU": 0.07448107448107448, + "TN": 700109, + "TP": 61, + "n_pred": 501, + "n_ref": 379 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 333, + "IoU": 0.0, + "TN": 700595, + "TP": 0, + "n_pred": 333, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 180, + "IoU": 0.0, + "TN": 700748, + "TP": 0, + "n_pred": 180, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 4251, + "IoU": 0.0, + "TN": 696677, + "TP": 0, + "n_pred": 4251, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 2048, + "IoU": 0.0, + "TN": 698880, + "TP": 0, + "n_pred": 2048, + "n_ref": 0 + }, + "6": { + "Dice": 0.9584944084964805, + "FN": 4157, + "FP": 9865, + "IoU": 0.9202969396571324, + "TN": 525000, + "TP": 161906, + "n_pred": 171771, + "n_ref": 166063 + }, + "7": { + "Dice": 0.34735963264454184, + "FN": 14769, + "FP": 16499, + "IoU": 0.21018464725049887, + "TN": 661339, + "TP": 8321, + "n_pred": 24820, + "n_ref": 23090 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 28, + "IoU": 0.0, + "TN": 700900, + "TP": 0, + "n_pred": 28, + "n_ref": 0 + }, + "9": { + "Dice": 0.6634036351637473, + "FN": 11224, + "FP": 1017, + "IoU": 0.4963380513495721, + "TN": 676624, + "TP": 12063, + "n_pred": 13080, + "n_ref": 23287 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0410.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0410.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": 0.5167049747688639, + "FN": 1601.3755555555556, + "FP": 1306.9199999999998, + "IoU": 0.4390044879662643, + "TN": 586167.7644444444, + "TP": 6712.740000000001, + "n_pred": 8019.660000000001, + "n_ref": 8314.115555555554 + }, + "mean": { + "1": { + "Dice": 0.48512155644582017, + "FN": 1306.1666666666667, + "FP": 266.96666666666664, + "IoU": 0.4404470562283255, + "TN": 583780.7, + "TP": 10434.966666666667, + "n_pred": 10701.933333333332, + "n_ref": 11741.133333333333 + }, + "10": { + "Dice": 0.5222999925266032, + "FN": 1915.4333333333334, + "FP": 1496.9333333333334, + "IoU": 0.42360245893052995, + "TN": 587449.1666666666, + "TP": 4927.266666666666, + "n_pred": 6424.2, + "n_ref": 6842.7 + }, + "11": { + "Dice": 0.40396602228290246, + "FN": 157.36666666666667, + "FP": 48.733333333333334, + "IoU": 0.2805139561394087, + "TN": 595432.6, + "TP": 150.1, + "n_pred": 198.83333333333334, + "n_ref": 307.46666666666664 + }, + "12": { + "Dice": 0.2351609204123371, + "FN": 140.46666666666667, + "FP": 85.66666666666667, + "IoU": 0.17237007454627606, + "TN": 595343.4, + "TP": 219.26666666666668, + "n_pred": 304.93333333333334, + "n_ref": 359.73333333333335 + }, + "13": { + "Dice": 0.3359248575984668, + "FN": 2102.766666666667, + "FP": 1232.9333333333334, + "IoU": 0.2500441702467999, + "TN": 589829.9, + "TP": 2623.2, + "n_pred": 3856.133333333333, + "n_ref": 4725.966666666666 + }, + "14": { + "Dice": 0.4274265053482721, + "FN": 1994.0, + "FP": 1120.3, + "IoU": 0.3935275114771912, + "TN": 582675.3, + "TP": 9999.2, + "n_pred": 11119.5, + "n_ref": 11993.2 + }, + "15": { + "Dice": 0.3557317398559878, + "FN": 1133.6333333333334, + "FP": 1074.5666666666666, + "IoU": 0.27817585708275483, + "TN": 591640.5666666667, + "TP": 1940.0333333333333, + "n_pred": 3014.6, + "n_ref": 3073.6666666666665 + }, + "2": { + "Dice": 0.5600077573891421, + "FN": 406.23333333333335, + "FP": 1035.1666666666667, + "IoU": 0.49013117816141455, + "TN": 589331.0666666667, + "TP": 5016.333333333333, + "n_pred": 6051.5, + "n_ref": 5422.566666666667 + }, + "3": { + "Dice": 0.8069593568780351, + "FN": 1063.1333333333334, + "FP": 186.56666666666666, + "IoU": 0.7310837277017516, + "TN": 590513.9333333333, + "TP": 4025.1666666666665, + "n_pred": 4211.733333333334, + "n_ref": 5088.3 + }, + "4": { + "Dice": 0.4193746623378182, + "FN": 822.2333333333333, + "FP": 717.4666666666667, + "IoU": 0.3659207275248743, + "TN": 591148.6333333333, + "TP": 3100.4666666666667, + "n_pred": 3817.9333333333334, + "n_ref": 3922.7 + }, + "5": { + "Dice": 0.7490150120901775, + "FN": 439.06666666666666, + "FP": 124.9, + "IoU": 0.6063095803008594, + "TN": 594260.4333333333, + "TP": 964.4, + "n_pred": 1089.3, + "n_ref": 1403.4666666666667 + }, + "6": { + "Dice": 0.6724817335887161, + "FN": 5018.233333333334, + "FP": 4140.466666666666, + "IoU": 0.603297394396292, + "TN": 550553.0666666667, + "TP": 36077.03333333333, + "n_pred": 40217.5, + "n_ref": 41095.26666666667 + }, + "7": { + "Dice": 0.44936802170813045, + "FN": 5233.433333333333, + "FP": 5712.2, + "IoU": 0.36892366441480745, + "TN": 575559.6, + "TP": 9283.566666666668, + "n_pred": 14995.766666666666, + "n_ref": 14517.0 + }, + "8": { + "Dice": 0.7310473027408714, + "FN": 397.1666666666667, + "FP": 1096.0, + "IoU": 0.6754020321490207, + "TN": 587450.0333333333, + "TP": 6845.6, + "n_pred": 7941.6, + "n_ref": 7242.766666666666 + }, + "9": { + "Dice": 0.5966891803296779, + "FN": 1891.3, + "FP": 1264.9333333333334, + "IoU": 0.5053179301936593, + "TN": 587548.0666666667, + "TP": 5084.5, + "n_pred": 6349.433333333333, + "n_ref": 6975.8 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 6212, + "FP": 0, + "IoU": 0.0, + "TN": 694716, + "TP": 0, + "n_pred": 0, + "n_ref": 6212 + }, + "10": { + "Dice": 0.0, + "FN": 606, + "FP": 1697, + "IoU": 0.0, + "TN": 698625, + "TP": 0, + "n_pred": 1697, + "n_ref": 606 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 700927, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 17, + "IoU": 0.0, + "TN": 700911, + "TP": 0, + "n_pred": 17, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 2544, + "IoU": 0.0, + "TN": 698384, + "TP": 0, + "n_pred": 2544, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.5229133142097531, + "FN": 156, + "FP": 20301, + "IoU": 0.35401667298219025, + "TN": 669260, + "TP": 11211, + "n_pred": 31512, + "n_ref": 11367 + }, + "3": { + "Dice": 0.7087939558913394, + "FN": 20095, + "FP": 873, + "IoU": 0.5489394656455707, + "TN": 654442, + "TP": 25518, + "n_pred": 26391, + "n_ref": 45613 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8021028460934195, + "FN": 2939, + "FP": 336, + "IoU": 0.669592413236481, + "TN": 691016, + "TP": 6637, + "n_pred": 6973, + "n_ref": 9576 + }, + "6": { + "Dice": 0.2635529608006672, + "FN": 4696, + "FP": 24443, + "IoU": 0.15177713736791545, + "TN": 666575, + "TP": 5214, + "n_pred": 29657, + "n_ref": 9910 + }, + "7": { + "Dice": 0.14154411764705882, + "FN": 283, + "FP": 4387, + "IoU": 0.076162215628091, + "TN": 695873, + "TP": 385, + "n_pred": 4772, + "n_ref": 668 + }, + "8": { + "Dice": 0.951934421205853, + "FN": 787, + "FP": 2350, + "IoU": 0.9082775357445688, + "TN": 666727, + "TP": 31064, + "n_pred": 33414, + "n_ref": 31851 + }, + "9": { + "Dice": 0.16402034838908586, + "FN": 24011, + "FP": 13950, + "IoU": 0.08933669185558354, + "TN": 659243, + "TP": 3724, + "n_pred": 17674, + "n_ref": 27735 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0006.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0006.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6185567010309279, + "FN": 32, + "FP": 5, + "IoU": 0.44776119402985076, + "TN": 525629, + "TP": 30, + "n_pred": 35, + "n_ref": 62 + }, + "10": { + "Dice": 0.042735042735042736, + "FN": 35, + "FP": 189, + "IoU": 0.021834061135371178, + "TN": 525467, + "TP": 5, + "n_pred": 194, + "n_ref": 40 + }, + "11": { + "Dice": 0.4282147315855181, + "FN": 915, + "FP": 1, + "IoU": 0.27243844320889593, + "TN": 524437, + "TP": 343, + "n_pred": 344, + "n_ref": 1258 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 41, + "IoU": 0.0, + "TN": 525655, + "TP": 0, + "n_pred": 41, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 17, + "FP": 729, + "IoU": 0.0, + "TN": 524950, + "TP": 0, + "n_pred": 729, + "n_ref": 17 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 151, + "IoU": 0.0, + "TN": 525545, + "TP": 0, + "n_pred": 151, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8361947869517715, + "FN": 5488, + "FP": 2908, + "IoU": 0.7185006370280963, + "TN": 495870, + "TP": 21430, + "n_pred": 24338, + "n_ref": 26918 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8623480756245779, + "FN": 17727, + "FP": 14891, + "IoU": 0.7580069590248463, + "TN": 390907, + "TP": 102171, + "n_pred": 117062, + "n_ref": 119898 + }, + "7": { + "Dice": 0.6796208104951029, + "FN": 6358, + "FP": 7904, + "IoU": 0.5147163904862363, + "TN": 496307, + "TP": 15127, + "n_pred": 23031, + "n_ref": 21485 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.6760002450830219, + "FN": 9761, + "FP": 815, + "IoU": 0.5105742977463094, + "TN": 504087, + "TP": 11033, + "n_pred": 11848, + "n_ref": 20794 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0017.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0017.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.06944444444444445, + "FN": 402, + "FP": 0, + "IoU": 0.03597122302158273, + "TN": 525279, + "TP": 15, + "n_pred": 15, + "n_ref": 417 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0025.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0025.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 525688, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "10": { + "Dice": 0.7138706921105098, + "FN": 3432, + "FP": 11637, + "IoU": 0.5550535919922048, + "TN": 491829, + "TP": 18798, + "n_pred": 30435, + "n_ref": 22230 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 46, + "IoU": 0.0, + "TN": 525650, + "TP": 0, + "n_pred": 46, + "n_ref": 0 + }, + "13": { + "Dice": 0.5557837097878165, + "FN": 527, + "FP": 122, + "IoU": 0.3848341232227488, + "TN": 524641, + "TP": 406, + "n_pred": 528, + "n_ref": 933 + }, + "14": { + "Dice": 0.0, + "FN": 34765, + "FP": 0, + "IoU": 0.0, + "TN": 490931, + "TP": 0, + "n_pred": 0, + "n_ref": 34765 + }, + "15": { + "Dice": 0.43286573146292584, + "FN": 7229, + "FP": 4657, + "IoU": 0.27621483375959077, + "TN": 509274, + "TP": 4536, + "n_pred": 9193, + "n_ref": 11765 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 93, + "IoU": 0.0, + "TN": 525603, + "TP": 0, + "n_pred": 93, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 24, + "IoU": 0.0, + "TN": 525672, + "TP": 0, + "n_pred": 24, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9737116347867012, + "FN": 2043, + "FP": 1085, + "IoU": 0.9487700219463461, + "TN": 464638, + "TP": 57930, + "n_pred": 59015, + "n_ref": 59973 + }, + "7": { + "Dice": 0.7863287509488066, + "FN": 7734, + "FP": 2400, + "IoU": 0.6478927069941975, + "TN": 496915, + "TP": 18647, + "n_pred": 21047, + "n_ref": 26381 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 525695, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0033.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0033.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5870003249918752, + "FN": 12442, + "FP": 266, + "IoU": 0.41542849257095543, + "TN": 679189, + "TP": 9031, + "n_pred": 9297, + "n_ref": 21473 + }, + "10": { + "Dice": 0.7515633882888004, + "FN": 1462, + "FP": 286, + "IoU": 0.6020036429872495, + "TN": 696536, + "TP": 2644, + "n_pred": 2930, + "n_ref": 4106 + }, + "11": { + "Dice": 0.5347938144329897, + "FN": 1380, + "FP": 786, + "IoU": 0.3649956024626209, + "TN": 697517, + "TP": 1245, + "n_pred": 2031, + "n_ref": 2625 + }, + "12": { + "Dice": 0.5662988591733682, + "FN": 1712, + "FP": 607, + "IoU": 0.3949908687711975, + "TN": 697095, + "TP": 1514, + "n_pred": 2121, + "n_ref": 3226 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.919692891833576, + "FN": 3551, + "FP": 6982, + "IoU": 0.8513254100443215, + "TN": 630082, + "TP": 60313, + "n_pred": 67295, + "n_ref": 63864 + }, + "15": { + "Dice": 0.5278744947372633, + "FN": 19105, + "FP": 4489, + "IoU": 0.3585798173118747, + "TN": 664144, + "TP": 13190, + "n_pred": 17679, + "n_ref": 32295 + }, + "2": { + "Dice": 0.8984562174625763, + "FN": 1584, + "FP": 4053, + "IoU": 0.8156336876533116, + "TN": 670353, + "TP": 24938, + "n_pred": 28991, + "n_ref": 26522 + }, + "3": { + "Dice": 0.8651572634928405, + "FN": 3822, + "FP": 1687, + "IoU": 0.7623587265982228, + "TN": 677746, + "TP": 17673, + "n_pred": 19360, + "n_ref": 21495 + }, + "4": { + "Dice": 0.7788733365510584, + "FN": 2117, + "FP": 4297, + "IoU": 0.6378317334839074, + "TN": 683218, + "TP": 11296, + "n_pred": 15593, + "n_ref": 13413 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.916863106829285, + "FN": 1827, + "FP": 17641, + "IoU": 0.8464886688009589, + "TN": 574110, + "TP": 107350, + "n_pred": 124991, + "n_ref": 109177 + }, + "7": { + "Dice": 0.6901654506217244, + "FN": 1166, + "FP": 4864, + "IoU": 0.526910403263769, + "TN": 688182, + "TP": 6716, + "n_pred": 11580, + "n_ref": 7882 + }, + "8": { + "Dice": 0.85396911406123, + "FN": 1073, + "FP": 1622, + "IoU": 0.7451536643026004, + "TN": 690353, + "TP": 7880, + "n_pred": 9502, + "n_ref": 8953 + }, + "9": { + "Dice": 0.5771929824561404, + "FN": 226, + "FP": 256, + "IoU": 0.40567200986436497, + "TN": 700117, + "TP": 329, + "n_pred": 585, + "n_ref": 555 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0035.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0035.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0042.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0042.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7407374921058172, + "FN": 19102, + "FP": 10456, + "IoU": 0.5882311968014711, + "TN": 629145, + "TP": 42225, + "n_pred": 52681, + "n_ref": 61327 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6978110768326723, + "FN": 1462, + "FP": 595, + "IoU": 0.5358754512635379, + "TN": 696496, + "TP": 2375, + "n_pred": 2970, + "n_ref": 3837 + }, + "13": { + "Dice": 0.6301403097327241, + "FN": 8786, + "FP": 9508, + "IoU": 0.4600035421217309, + "TN": 667050, + "TP": 15584, + "n_pred": 25092, + "n_ref": 24370 + }, + "14": { + "Dice": 0.8021674675391064, + "FN": 2906, + "FP": 6769, + "IoU": 0.6696824854899283, + "TN": 671638, + "TP": 19615, + "n_pred": 26384, + "n_ref": 22521 + }, + "15": { + "Dice": 0.5193636395847359, + "FN": 759, + "FP": 12806, + "IoU": 0.35077055614051883, + "TN": 680034, + "TP": 7329, + "n_pred": 20135, + "n_ref": 8088 + }, + "2": { + "Dice": 0.24242424242424243, + "FN": 31, + "FP": 19, + "IoU": 0.13793103448275862, + "TN": 700870, + "TP": 8, + "n_pred": 27, + "n_ref": 39 + }, + "3": { + "Dice": 0.8646362098138748, + "FN": 153, + "FP": 7, + "IoU": 0.7615499254843517, + "TN": 700257, + "TP": 511, + "n_pred": 518, + "n_ref": 664 + }, + "4": { + "Dice": 0.0, + "FN": 24, + "FP": 1195, + "IoU": 0.0, + "TN": 699709, + "TP": 0, + "n_pred": 1195, + "n_ref": 24 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8793098348533399, + "FN": 2435, + "FP": 9806, + "IoU": 0.784614572519487, + "TN": 644095, + "TP": 44592, + "n_pred": 54398, + "n_ref": 47027 + }, + "7": { + "Dice": 0.8201332937712551, + "FN": 22935, + "FP": 8587, + "IoU": 0.6951067348892994, + "TN": 597541, + "TP": 71865, + "n_pred": 80452, + "n_ref": 94800 + }, + "8": { + "Dice": 0.8644002846663382, + "FN": 614, + "FP": 1863, + "IoU": 0.7611839568067875, + "TN": 690556, + "TP": 7895, + "n_pred": 9758, + "n_ref": 8509 + }, + "9": { + "Dice": 0.701955200175256, + "FN": 995, + "FP": 9889, + "IoU": 0.5407788700898696, + "TN": 677227, + "TP": 12817, + "n_pred": 22706, + "n_ref": 13812 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0043.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0043.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1153, + "IoU": 0.0, + "TN": 699775, + "TP": 0, + "n_pred": 1153, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 147, + "FP": 81, + "IoU": 0.0, + "TN": 700700, + "TP": 0, + "n_pred": 81, + "n_ref": 147 + }, + "13": { + "Dice": 0.6095452837279218, + "FN": 585, + "FP": 1493, + "IoU": 0.4383783783783784, + "TN": 697228, + "TP": 1622, + "n_pred": 3115, + "n_ref": 2207 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.8942562592047129, + "FN": 507, + "FP": 211, + "IoU": 0.8087373468300479, + "TN": 697174, + "TP": 3036, + "n_pred": 3247, + "n_ref": 3543 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0054.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0054.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7331084276570924, + "FN": 7770, + "FP": 695, + "IoU": 0.5786670648549102, + "TN": 680837, + "TP": 11626, + "n_pred": 12321, + "n_ref": 19396 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.791851609587441, + "FN": 439, + "FP": 8471, + "IoU": 0.6554257869904865, + "TN": 675070, + "TP": 16948, + "n_pred": 25419, + "n_ref": 17387 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9319645356976202, + "FN": 285, + "FP": 444, + "IoU": 0.8725969940580217, + "TN": 695206, + "TP": 4993, + "n_pred": 5437, + "n_ref": 5278 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9460019871268738, + "FN": 1375, + "FP": 1125, + "IoU": 0.8975367842944383, + "TN": 676529, + "TP": 21899, + "n_pred": 23024, + "n_ref": 23274 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9378461081034205, + "FN": 3392, + "FP": 1625, + "IoU": 0.8829663152001493, + "TN": 658060, + "TP": 37851, + "n_pred": 39476, + "n_ref": 41243 + }, + "7": { + "Dice": 0.638235294117647, + "FN": 487, + "FP": 1235, + "IoU": 0.468682505399568, + "TN": 697687, + "TP": 1519, + "n_pred": 2754, + "n_ref": 2006 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 137, + "IoU": 0.0, + "TN": 700791, + "TP": 0, + "n_pred": 137, + "n_ref": 0 + }, + "9": { + "Dice": 0.9133836070195221, + "FN": 1328, + "FP": 1130, + "IoU": 0.8405759501880918, + "TN": 685510, + "TP": 12960, + "n_pred": 14090, + "n_ref": 14288 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0078.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0078.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.5074285714285715, + "FN": 534, + "FP": 328, + "IoU": 0.33996937212863704, + "TN": 524390, + "TP": 444, + "n_pred": 772, + "n_ref": 978 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8397353745973468, + "FN": 987, + "FP": 3640, + "IoU": 0.7237447011761896, + "TN": 508947, + "TP": 12122, + "n_pred": 15762, + "n_ref": 13109 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9164492807632109, + "FN": 2290, + "FP": 1073, + "IoU": 0.845783464025313, + "TN": 503889, + "TP": 18444, + "n_pred": 19517, + "n_ref": 20734 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 56, + "IoU": 0.0, + "TN": 525640, + "TP": 0, + "n_pred": 56, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8603351955307262, + "FN": 75, + "FP": 0, + "IoU": 0.7549019607843137, + "TN": 525390, + "TP": 231, + "n_pred": 231, + "n_ref": 306 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 901, + "IoU": 0.0, + "TN": 524795, + "TP": 0, + "n_pred": 901, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.881781446135328, + "FN": 1110, + "FP": 265, + "IoU": 0.7885591265569737, + "TN": 519193, + "TP": 5128, + "n_pred": 5393, + "n_ref": 6238 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0084.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0084.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.915327322618581, + "FN": 562, + "FP": 302, + "IoU": 0.8438742320202385, + "TN": 520162, + "TP": 4670, + "n_pred": 4972, + "n_ref": 5232 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9366568089001549, + "FN": 5425, + "FP": 3571, + "IoU": 0.8808603061927213, + "TN": 450188, + "TP": 66512, + "n_pred": 70083, + "n_ref": 71937 + }, + "15": { + "Dice": 0.8100542138984722, + "FN": 3164, + "FP": 690, + "IoU": 0.6807488402915838, + "TN": 513624, + "TP": 8218, + "n_pred": 8908, + "n_ref": 11382 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7068422559404524, + "FN": 1067, + "FP": 981, + "IoU": 0.5466017268098295, + "TN": 521179, + "TP": 2469, + "n_pred": 3450, + "n_ref": 3536 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 1389, + "IoU": 0.0, + "TN": 524307, + "TP": 0, + "n_pred": 1389, + "n_ref": 0 + }, + "7": { + "Dice": 0.9436877303125426, + "FN": 653, + "FP": 1410, + "IoU": 0.893379502816683, + "TN": 506347, + "TP": 17286, + "n_pred": 18696, + "n_ref": 17939 + }, + "8": { + "Dice": 0.9356608673578974, + "FN": 1091, + "FP": 2204, + "IoU": 0.879100315550011, + "TN": 498442, + "TP": 23959, + "n_pred": 26163, + "n_ref": 25050 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0094.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0094.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.938350315933284, + "FN": 3142, + "FP": 107, + "IoU": 0.8838605898123324, + "TN": 497721, + "TP": 24726, + "n_pred": 24833, + "n_ref": 27868 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 525695, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 354, + "IoU": 0.0, + "TN": 525342, + "TP": 0, + "n_pred": 354, + "n_ref": 0 + }, + "14": { + "Dice": 0.954108965511455, + "FN": 9256, + "FP": 1683, + "IoU": 0.9122450944213584, + "TN": 401042, + "TP": 113715, + "n_pred": 115398, + "n_ref": 122971 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 3142, + "IoU": 0.0, + "TN": 522554, + "TP": 0, + "n_pred": 3142, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9557368828919177, + "FN": 405, + "FP": 566, + "IoU": 0.9152261218788196, + "TN": 514242, + "TP": 10483, + "n_pred": 11049, + "n_ref": 10888 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9810724187165722, + "FN": 854, + "FP": 4833, + "IoU": 0.9628480342840717, + "TN": 372622, + "TP": 147387, + "n_pred": 152220, + "n_ref": 148241 + }, + "7": { + "Dice": 0.9818336069050737, + "FN": 866, + "FP": 119, + "IoU": 0.9643154729558381, + "TN": 498093, + "TP": 26618, + "n_pred": 26737, + "n_ref": 27484 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0104.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0104.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9691674199055941, + "FN": 3191, + "FP": 186, + "IoU": 0.9401792673421668, + "TN": 644476, + "TP": 53075, + "n_pred": 53261, + "n_ref": 56266 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 988, + "IoU": 0.0, + "TN": 699940, + "TP": 0, + "n_pred": 988, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 102, + "IoU": 0.0, + "TN": 700826, + "TP": 0, + "n_pred": 102, + "n_ref": 0 + }, + "3": { + "Dice": 0.9634487679051643, + "FN": 995, + "FP": 1669, + "IoU": 0.9294753004712236, + "TN": 663154, + "TP": 35110, + "n_pred": 36779, + "n_ref": 36105 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8307493017042464, + "FN": 32355, + "FP": 1093, + "IoU": 0.7104971610580252, + "TN": 585392, + "TP": 82088, + "n_pred": 83181, + "n_ref": 114443 + }, + "7": { + "Dice": 0.6101518026565464, + "FN": 14877, + "FP": 1559, + "IoU": 0.4390060755000341, + "TN": 671630, + "TP": 12862, + "n_pred": 14421, + "n_ref": 27739 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0119.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0119.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 525695, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.7289386430888801, + "FN": 7417, + "FP": 186, + "IoU": 0.5734881633568945, + "TN": 507870, + "TP": 10223, + "n_pred": 10409, + "n_ref": 17640 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8561155058914643, + "FN": 2114, + "FP": 487, + "IoU": 0.7484282812651126, + "TN": 515357, + "TP": 7738, + "n_pred": 8225, + "n_ref": 9852 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 15532, + "IoU": 0.0, + "TN": 510164, + "TP": 0, + "n_pred": 15532, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0158.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0158.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2460, + "IoU": 0.0, + "TN": 523236, + "TP": 0, + "n_pred": 2460, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.8949192829553333, + "FN": 1047, + "FP": 14, + "IoU": 0.8098225488438788, + "TN": 520117, + "TP": 4518, + "n_pred": 4532, + "n_ref": 5565 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0160.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0160.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7236127057022579, + "FN": 2283, + "FP": 1328, + "IoU": 0.5669225233869033, + "TN": 517358, + "TP": 4727, + "n_pred": 6055, + "n_ref": 7010 + }, + "6": { + "Dice": 0.8949240509160868, + "FN": 1176, + "FP": 3521, + "IoU": 0.8098303575043524, + "TN": 500997, + "TP": 20002, + "n_pred": 23523, + "n_ref": 21178 + }, + "7": { + "Dice": 0.7493157627977699, + "FN": 2399, + "FP": 74, + "IoU": 0.5991246555357432, + "TN": 519527, + "TP": 3696, + "n_pred": 3770, + "n_ref": 6095 + }, + "8": { + "Dice": 0.9604271201522604, + "FN": 416, + "FP": 1185, + "IoU": 0.9238670407532455, + "TN": 504667, + "TP": 19428, + "n_pred": 20613, + "n_ref": 19844 + }, + "9": { + "Dice": 0.8712991322103114, + "FN": 3527, + "FP": 507, + "IoU": 0.7719486686641416, + "TN": 508007, + "TP": 13655, + "n_pred": 14162, + "n_ref": 17182 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0166.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0166.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8476965845909452, + "FN": 1497, + "FP": 37, + "IoU": 0.7356539720834051, + "TN": 695125, + "TP": 4269, + "n_pred": 4306, + "n_ref": 5766 + }, + "10": { + "Dice": 0.43950617283950616, + "FN": 11, + "FP": 216, + "IoU": 0.28164556962025317, + "TN": 700612, + "TP": 89, + "n_pred": 305, + "n_ref": 100 + }, + "11": { + "Dice": 0.6528555431131019, + "FN": 2426, + "FP": 674, + "IoU": 0.484621778886118, + "TN": 694913, + "TP": 2915, + "n_pred": 3589, + "n_ref": 5341 + }, + "12": { + "Dice": 0.0, + "FN": 40, + "FP": 7, + "IoU": 0.0, + "TN": 700881, + "TP": 0, + "n_pred": 7, + "n_ref": 40 + }, + "13": { + "Dice": 0.0, + "FN": 222, + "FP": 2658, + "IoU": 0.0, + "TN": 698048, + "TP": 0, + "n_pred": 2658, + "n_ref": 222 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.930765595463138, + "FN": 362, + "FP": 224, + "IoU": 0.8704972375690607, + "TN": 696403, + "TP": 3939, + "n_pred": 4163, + "n_ref": 4301 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9305754157012204, + "FN": 7406, + "FP": 4489, + "IoU": 0.8701646000698567, + "TN": 609312, + "TP": 79721, + "n_pred": 84210, + "n_ref": 87127 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1079, + "IoU": 0.0, + "TN": 699849, + "TP": 0, + "n_pred": 1079, + "n_ref": 0 + }, + "8": { + "Dice": 0.8627377844088027, + "FN": 140, + "FP": 596, + "IoU": 0.758609380124631, + "TN": 697879, + "TP": 2313, + "n_pred": 2909, + "n_ref": 2453 + }, + "9": { + "Dice": 0.8221612178687298, + "FN": 3868, + "FP": 3258, + "IoU": 0.6980252563776591, + "TN": 677330, + "TP": 16472, + "n_pred": 19730, + "n_ref": 20340 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0172.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0172.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9050456893126738, + "FN": 9, + "FP": 230, + "IoU": 0.8265602322206096, + "TN": 524318, + "TP": 1139, + "n_pred": 1369, + "n_ref": 1148 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6764508178355366, + "FN": 2842, + "FP": 46, + "IoU": 0.5110885390214999, + "TN": 519789, + "TP": 3019, + "n_pred": 3065, + "n_ref": 5861 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9478920532272106, + "FN": 157, + "FP": 1100, + "IoU": 0.9009456264775414, + "TN": 513006, + "TP": 11433, + "n_pred": 12533, + "n_ref": 11590 + }, + "9": { + "Dice": 0.7385252502013114, + "FN": 1394, + "FP": 879, + "IoU": 0.5854459237643626, + "TN": 520213, + "TP": 3210, + "n_pred": 4089, + "n_ref": 4604 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0186.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0186.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 2934, + "FP": 0, + "IoU": 0.0, + "TN": 697994, + "TP": 0, + "n_pred": 0, + "n_ref": 2934 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.05808608441287087, + "FN": 4483, + "FP": 25, + "IoU": 0.029911771035076393, + "TN": 696281, + "TP": 139, + "n_pred": 164, + "n_ref": 4622 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 11199, + "IoU": 0.0, + "TN": 689729, + "TP": 0, + "n_pred": 11199, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.7867503114433173, + "FN": 7841, + "FP": 1745, + "IoU": 0.648465290256335, + "TN": 673659, + "TP": 17683, + "n_pred": 19428, + "n_ref": 25524 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7645797108806843, + "FN": 15255, + "FP": 3294, + "IoU": 0.618882268337785, + "TN": 652258, + "TP": 30121, + "n_pred": 33415, + "n_ref": 45376 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 8625, + "IoU": 0.0, + "TN": 692303, + "TP": 0, + "n_pred": 8625, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0224.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0224.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9730248808076128, + "FN": 3865, + "FP": 1725, + "IoU": 0.9474668496085857, + "TN": 419287, + "TP": 100819, + "n_pred": 102544, + "n_ref": 104684 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 134, + "IoU": 0.0, + "TN": 525562, + "TP": 0, + "n_pred": 134, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 525695, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "3": { + "Dice": 0.9045995272600458, + "FN": 4300, + "FP": 624, + "IoU": 0.8258162651667905, + "TN": 497427, + "TP": 23345, + "n_pred": 23969, + "n_ref": 27645 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 9173, + "FP": 0, + "IoU": 0.0, + "TN": 516523, + "TP": 0, + "n_pred": 0, + "n_ref": 9173 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0235.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0235.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.912751677852349, + "FN": 49, + "FP": 3, + "IoU": 0.8395061728395061, + "TN": 525372, + "TP": 272, + "n_pred": 275, + "n_ref": 321 + }, + "15": { + "Dice": 0.0, + "FN": 184, + "FP": 0, + "IoU": 0.0, + "TN": 525512, + "TP": 0, + "n_pred": 0, + "n_ref": 184 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0237.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0237.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9554988918147141, + "FN": 4138, + "FP": 2267, + "IoU": 0.9147897348570516, + "TN": 450529, + "TP": 68762, + "n_pred": 71029, + "n_ref": 72900 + }, + "10": { + "Dice": 0.7844463229078613, + "FN": 41, + "FP": 9394, + "IoU": 0.6453407510431154, + "TN": 499093, + "TP": 17168, + "n_pred": 26562, + "n_ref": 17209 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 90, + "FP": 0, + "IoU": 0.0, + "TN": 525606, + "TP": 0, + "n_pred": 0, + "n_ref": 90 + }, + "13": { + "Dice": 0.4795262267343486, + "FN": 10391, + "FP": 1913, + "IoU": 0.3153794791898509, + "TN": 507724, + "TP": 5668, + "n_pred": 7581, + "n_ref": 16059 + }, + "14": { + "Dice": 0.0, + "FN": 1507, + "FP": 0, + "IoU": 0.0, + "TN": 524189, + "TP": 0, + "n_pred": 0, + "n_ref": 1507 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9268815847580594, + "FN": 1557, + "FP": 761, + "IoU": 0.8637272192827748, + "TN": 508686, + "TP": 14692, + "n_pred": 15453, + "n_ref": 16249 + }, + "3": { + "Dice": 0.9467097716133069, + "FN": 807, + "FP": 215, + "IoU": 0.8988118811881188, + "TN": 515596, + "TP": 9078, + "n_pred": 9293, + "n_ref": 9885 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 2807, + "IoU": 0.0, + "TN": 522889, + "TP": 0, + "n_pred": 2807, + "n_ref": 0 + }, + "7": { + "Dice": 0.00361320894417296, + "FN": 1987, + "FP": 65299, + "IoU": 0.0018098741989081414, + "TN": 458288, + "TP": 122, + "n_pred": 65421, + "n_ref": 2109 + }, + "8": { + "Dice": 0.9498659783579867, + "FN": 42, + "FP": 463, + "IoU": 0.9045188126299868, + "TN": 520407, + "TP": 4784, + "n_pred": 5247, + "n_ref": 4826 + }, + "9": { + "Dice": 0.9524825282775268, + "FN": 1120, + "FP": 573, + "IoU": 0.9092760302234607, + "TN": 507035, + "TP": 16968, + "n_pred": 17541, + "n_ref": 18088 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0268.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0268.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 18, + "IoU": 0.0, + "TN": 525678, + "TP": 0, + "n_pred": 18, + "n_ref": 0 + }, + "10": { + "Dice": 0.5676116172816416, + "FN": 13010, + "FP": 3173, + "IoU": 0.39626935273269914, + "TN": 498891, + "TP": 10622, + "n_pred": 13795, + "n_ref": 23632 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5, + "FN": 50, + "FP": 36, + "IoU": 0.3333333333333333, + "TN": 525567, + "TP": 43, + "n_pred": 79, + "n_ref": 93 + }, + "13": { + "Dice": 0.5742354031510658, + "FN": 21179, + "FP": 4088, + "IoU": 0.40275611024440977, + "TN": 483390, + "TP": 17039, + "n_pred": 21127, + "n_ref": 38218 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.45925925925925926, + "FN": 2399, + "FP": 10, + "IoU": 0.2980769230769231, + "TN": 522264, + "TP": 1023, + "n_pred": 1033, + "n_ref": 3422 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 8662, + "IoU": 0.0, + "TN": 517034, + "TP": 0, + "n_pred": 8662, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8836802135014598, + "FN": 48770, + "FP": 3184, + "IoU": 0.7916013172831237, + "TN": 276395, + "TP": 197347, + "n_pred": 200531, + "n_ref": 246117 + }, + "7": { + "Dice": 0.003218768999678123, + "FN": 290, + "FP": 27581, + "IoU": 0.0016119787935234273, + "TN": 497780, + "TP": 45, + "n_pred": 27626, + "n_ref": 335 + }, + "8": { + "Dice": 0.898092614996525, + "FN": 2818, + "FP": 1141, + "IoU": 0.8150345729770136, + "TN": 504292, + "TP": 17445, + "n_pred": 18586, + "n_ref": 20263 + }, + "9": { + "Dice": 0.8219089868345736, + "FN": 1185, + "FP": 3793, + "IoU": 0.6976617066504707, + "TN": 509231, + "TP": 11487, + "n_pred": 15280, + "n_ref": 12672 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0279.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0279.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.853726491757604, + "FN": 4125, + "FP": 3435, + "IoU": 0.7447842819526028, + "TN": 671306, + "TP": 22062, + "n_pred": 25497, + "n_ref": 26187 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5319148936170213, + "FN": 30, + "FP": 58, + "IoU": 0.36231884057971014, + "TN": 700790, + "TP": 50, + "n_pred": 108, + "n_ref": 80 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 828, + "IoU": 0.0, + "TN": 700100, + "TP": 0, + "n_pred": 828, + "n_ref": 0 + }, + "14": { + "Dice": 0.9617223134464514, + "FN": 1959, + "FP": 1188, + "IoU": 0.9262669571940676, + "TN": 658247, + "TP": 39534, + "n_pred": 40722, + "n_ref": 41493 + }, + "15": { + "Dice": 0.9114275790204932, + "FN": 3568, + "FP": 1277, + "IoU": 0.8372686662412253, + "TN": 671155, + "TP": 24928, + "n_pred": 26205, + "n_ref": 28496 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.05981794538361508, + "FN": 127, + "FP": 12887, + "IoU": 0.030831099195710455, + "TN": 687500, + "TP": 414, + "n_pred": 13301, + "n_ref": 541 + }, + "7": { + "Dice": 0.6001647230146699, + "FN": 33456, + "FP": 41, + "IoU": 0.42873953305933116, + "TN": 642291, + "TP": 25140, + "n_pred": 25181, + "n_ref": 58596 + }, + "8": { + "Dice": 0.0, + "FN": 5, + "FP": 618, + "IoU": 0.0, + "TN": 700305, + "TP": 0, + "n_pred": 618, + "n_ref": 5 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0320.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0320.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 207, + "IoU": 0.0, + "TN": 525489, + "TP": 0, + "n_pred": 207, + "n_ref": 0 + }, + "10": { + "Dice": 0.9103878733838608, + "FN": 793, + "FP": 212, + "IoU": 0.8355155482815058, + "TN": 519586, + "TP": 5105, + "n_pred": 5317, + "n_ref": 5898 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 525693, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 381, + "IoU": 0.0, + "TN": 525315, + "TP": 0, + "n_pred": 381, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 525689, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "3": { + "Dice": 0.8866242038216561, + "FN": 69, + "FP": 109, + "IoU": 0.7963386727688787, + "TN": 524822, + "TP": 696, + "n_pred": 805, + "n_ref": 765 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 731, + "IoU": 0.0, + "TN": 524965, + "TP": 0, + "n_pred": 731, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9616692089779908, + "FN": 2440, + "FP": 4596, + "IoU": 0.9261684400512078, + "TN": 430398, + "TP": 88262, + "n_pred": 92858, + "n_ref": 90702 + }, + "7": { + "Dice": 0.7750299341897963, + "FN": 24964, + "FP": 25, + "IoU": 0.6326929578292887, + "TN": 457663, + "TP": 43044, + "n_pred": 43069, + "n_ref": 68008 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 8965, + "IoU": 0.0, + "TN": 516731, + "TP": 0, + "n_pred": 8965, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 29, + "IoU": 0.0, + "TN": 525667, + "TP": 0, + "n_pred": 29, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0336.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0336.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9573224614395887, + "FN": 4104, + "FP": 146, + "IoU": 0.9181385673286206, + "TN": 473779, + "TP": 47667, + "n_pred": 47813, + "n_ref": 51771 + }, + "10": { + "Dice": 0.2857142857142857, + "FN": 3, + "FP": 22, + "IoU": 0.16666666666666666, + "TN": 525666, + "TP": 5, + "n_pred": 27, + "n_ref": 8 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 28, + "FP": 0, + "IoU": 0.0, + "TN": 525668, + "TP": 0, + "n_pred": 0, + "n_ref": 28 + }, + "7": { + "Dice": 0.0, + "FN": 23554, + "FP": 0, + "IoU": 0.0, + "TN": 502142, + "TP": 0, + "n_pred": 0, + "n_ref": 23554 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0341.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0341.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 30, + "FP": 42, + "IoU": 0.0, + "TN": 525624, + "TP": 0, + "n_pred": 42, + "n_ref": 30 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0718562874251497, + "FN": 0, + "FP": 465, + "IoU": 0.037267080745341616, + "TN": 525213, + "TP": 18, + "n_pred": 483, + "n_ref": 18 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 15079, + "IoU": 0.0, + "TN": 510617, + "TP": 0, + "n_pred": 15079, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 13, + "IoU": 0.0, + "TN": 525683, + "TP": 0, + "n_pred": 13, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0358.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0358.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7959258985903018, + "FN": 1772, + "FP": 993, + "IoU": 0.6610273384822851, + "TN": 692771, + "TP": 5392, + "n_pred": 6385, + "n_ref": 7164 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7610671357373204, + "FN": 683, + "FP": 947, + "IoU": 0.6142924751538098, + "TN": 696702, + "TP": 2596, + "n_pred": 3543, + "n_ref": 3279 + }, + "13": { + "Dice": 0.0, + "FN": 663, + "FP": 0, + "IoU": 0.0, + "TN": 700265, + "TP": 0, + "n_pred": 0, + "n_ref": 663 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7096774193548387, + "FN": 3, + "FP": 6, + "IoU": 0.55, + "TN": 700908, + "TP": 11, + "n_pred": 17, + "n_ref": 14 + }, + "3": { + "Dice": 0.9474076837001119, + "FN": 99, + "FP": 42, + "IoU": 0.9000708717221828, + "TN": 699517, + "TP": 1270, + "n_pred": 1312, + "n_ref": 1369 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9748463851483854, + "FN": 1114, + "FP": 810, + "IoU": 0.9509271303593746, + "TN": 661721, + "TP": 37283, + "n_pred": 38093, + "n_ref": 38397 + }, + "7": { + "Dice": 0.7631578947368421, + "FN": 68, + "FP": 76, + "IoU": 0.6170212765957447, + "TN": 700552, + "TP": 232, + "n_pred": 308, + "n_ref": 300 + }, + "8": { + "Dice": 0.9550612174512847, + "FN": 1057, + "FP": 1549, + "IoU": 0.9139877219618456, + "TN": 670630, + "TP": 27692, + "n_pred": 29241, + "n_ref": 28749 + }, + "9": { + "Dice": 0.23255813953488372, + "FN": 23, + "FP": 10, + "IoU": 0.13157894736842105, + "TN": 700890, + "TP": 5, + "n_pred": 15, + "n_ref": 28 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0378.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0378.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 274, + "IoU": 0.0, + "TN": 700654, + "TP": 0, + "n_pred": 274, + "n_ref": 0 + }, + "10": { + "Dice": 0.8918918918918919, + "FN": 1794, + "FP": 750, + "IoU": 0.8048780487804879, + "TN": 687890, + "TP": 10494, + "n_pred": 11244, + "n_ref": 12288 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.49536775960686374, + "FN": 11962, + "FP": 566, + "IoU": 0.3292284628152273, + "TN": 682251, + "TP": 6149, + "n_pred": 6715, + "n_ref": 18111 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9000365363536719, + "FN": 912, + "FP": 1824, + "IoU": 0.8182422108549791, + "TN": 685875, + "TP": 12317, + "n_pred": 14141, + "n_ref": 13229 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 29, + "IoU": 0.0, + "TN": 700899, + "TP": 0, + "n_pred": 29, + "n_ref": 0 + }, + "5": { + "Dice": 0.6321830730112604, + "FN": 4567, + "FP": 496, + "IoU": 0.4621839813044402, + "TN": 691514, + "TP": 4351, + "n_pred": 4847, + "n_ref": 8918 + }, + "6": { + "Dice": 0.8410775459358455, + "FN": 5024, + "FP": 5182, + "IoU": 0.7257410044876791, + "TN": 663715, + "TP": 27007, + "n_pred": 32189, + "n_ref": 32031 + }, + "7": { + "Dice": 0.8811877289016659, + "FN": 4577, + "FP": 4474, + "IoU": 0.7876099964801127, + "TN": 658313, + "TP": 33564, + "n_pred": 38038, + "n_ref": 38141 + }, + "8": { + "Dice": 0.9433073785687801, + "FN": 2425, + "FP": 633, + "IoU": 0.8926979894031369, + "TN": 672429, + "TP": 25441, + "n_pred": 26074, + "n_ref": 27866 + }, + "9": { + "Dice": 0.8846840527960211, + "FN": 6543, + "FP": 691, + "IoU": 0.7932138467255524, + "TN": 665945, + "TP": 27749, + "n_pred": 28440, + "n_ref": 34292 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0398.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0398.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1075, + "IoU": 0.0, + "TN": 699853, + "TP": 0, + "n_pred": 1075, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 4795, + "IoU": 0.0, + "TN": 696133, + "TP": 0, + "n_pred": 4795, + "n_ref": 0 + }, + "2": { + "Dice": 0.9612883750907623, + "FN": 2608, + "FP": 2137, + "IoU": 0.925462228435885, + "TN": 637269, + "TP": 58914, + "n_pred": 61051, + "n_ref": 61522 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 146, + "IoU": 0.0, + "TN": 700782, + "TP": 0, + "n_pred": 146, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8803341797034974, + "FN": 2316, + "FP": 606, + "IoU": 0.7862472567666423, + "TN": 687258, + "TP": 10748, + "n_pred": 11354, + "n_ref": 13064 + }, + "6": { + "Dice": 0.7221489658290321, + "FN": 1689, + "FP": 5686, + "IoU": 0.5651276608290583, + "TN": 683969, + "TP": 9584, + "n_pred": 15270, + "n_ref": 11273 + }, + "7": { + "Dice": 0.7174436419347778, + "FN": 1176, + "FP": 115, + "IoU": 0.5593856655290103, + "TN": 697998, + "TP": 1639, + "n_pred": 1754, + "n_ref": 2815 + }, + "8": { + "Dice": 0.8423607066589012, + "FN": 1290, + "FP": 8454, + "IoU": 0.727653865503941, + "TN": 665150, + "TP": 26034, + "n_pred": 34488, + "n_ref": 27324 + }, + "9": { + "Dice": 0.9057629286228119, + "FN": 1648, + "FP": 1889, + "IoU": 0.8277574872169466, + "TN": 680393, + "TP": 16998, + "n_pred": 18887, + "n_ref": 18646 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0402.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0402.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": 0.5656798672931356, + "FN": 1039.4088888888887, + "FP": 754.6, + "IoU": 0.47813245601694104, + "TN": 595162.168888889, + "TP": 4673.68888888889, + "n_pred": 5428.288888888888, + "n_ref": 5713.097777777777 + }, + "mean": { + "1": { + "Dice": 0.6030663846888941, + "FN": 2204.5, + "FP": 292.43333333333334, + "IoU": 0.5526342995685796, + "TN": 591875.9, + "TP": 7257.033333333334, + "n_pred": 7549.466666666666, + "n_ref": 9461.533333333333 + }, + "10": { + "Dice": 0.55658290822873, + "FN": 831.6666666666666, + "FP": 482.06666666666666, + "IoU": 0.44081109974108484, + "TN": 598593.7333333333, + "TP": 1722.4, + "n_pred": 2204.4666666666667, + "n_ref": 2554.0666666666666 + }, + "11": { + "Dice": 0.4569418658644205, + "FN": 266.96666666666664, + "FP": 256.23333333333335, + "IoU": 0.33435326934502685, + "TN": 600710.7, + "TP": 395.96666666666664, + "n_pred": 652.2, + "n_ref": 662.9333333333333 + }, + "12": { + "Dice": 0.264231936484174, + "FN": 85.36666666666666, + "FP": 110.26666666666667, + "IoU": 0.18343108722007964, + "TN": 601289.4, + "TP": 144.83333333333334, + "n_pred": 255.1, + "n_ref": 230.2 + }, + "13": { + "Dice": 0.451660996480865, + "FN": 902.3, + "FP": 943.4666666666667, + "IoU": 0.3462590082759187, + "TN": 597927.2, + "TP": 1856.9, + "n_pred": 2800.366666666667, + "n_ref": 2759.2 + }, + "14": { + "Dice": 0.7120396302198737, + "FN": 533.4333333333333, + "FP": 1836.1, + "IoU": 0.6314665667871262, + "TN": 594345.3, + "TP": 4915.033333333334, + "n_pred": 6751.133333333333, + "n_ref": 5448.466666666666 + }, + "15": { + "Dice": 0.6548710087955313, + "FN": 1502.6333333333334, + "FP": 441.6666666666667, + "IoU": 0.5446312564418654, + "TN": 596242.2666666667, + "TP": 3443.3, + "n_pred": 3884.9666666666667, + "n_ref": 4945.933333333333 + }, + "2": { + "Dice": 0.37341669049783044, + "FN": 249.16666666666666, + "FP": 1436.8666666666666, + "IoU": 0.3378725201177309, + "TN": 597211.2666666667, + "TP": 2732.5666666666666, + "n_pred": 4169.433333333333, + "n_ref": 2981.733333333333 + }, + "3": { + "Dice": 0.6774920624534274, + "FN": 1920.0, + "FP": 362.73333333333335, + "IoU": 0.615309297869857, + "TN": 588867.5, + "TP": 10479.633333333333, + "n_pred": 10842.366666666667, + "n_ref": 12399.633333333333 + }, + "4": { + "Dice": 0.3250913186091363, + "FN": 102.5, + "FP": 151.96666666666667, + "IoU": 0.273827833146409, + "TN": 601091.7333333333, + "TP": 283.6666666666667, + "n_pred": 435.6333333333333, + "n_ref": 386.1666666666667 + }, + "5": { + "Dice": 0.6406338310336368, + "FN": 248.0, + "FP": 120.46666666666667, + "IoU": 0.4716645596894681, + "TN": 600921.2333333333, + "TP": 340.1666666666667, + "n_pred": 460.6333333333333, + "n_ref": 588.1666666666666 + }, + "6": { + "Dice": 0.7209173312381879, + "FN": 960.8333333333334, + "FP": 2802.233333333333, + "IoU": 0.6839948110687559, + "TN": 573429.7, + "TP": 24437.1, + "n_pred": 27239.333333333332, + "n_ref": 25397.933333333334 + }, + "7": { + "Dice": 0.47478773063527546, + "FN": 3778.6666666666665, + "FP": 928.8, + "IoU": 0.3806031579475476, + "TN": 592781.9333333333, + "TP": 4140.466666666666, + "n_pred": 5069.266666666666, + "n_ref": 7919.133333333333 + }, + "8": { + "Dice": 0.8098557506350227, + "FN": 1151.3, + "FP": 394.96666666666664, + "IoU": 0.71548762011102, + "TN": 596511.5333333333, + "TP": 3572.0666666666666, + "n_pred": 3967.0333333333333, + "n_ref": 4723.366666666667 + }, + "9": { + "Dice": 0.7636085635320278, + "FN": 853.8, + "FP": 758.7333333333333, + "IoU": 0.6596404529236463, + "TN": 595633.1333333333, + "TP": 4384.2, + "n_pred": 5142.933333333333, + "n_ref": 5238.0 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.2216401370139029, + "FN": 7712, + "FP": 14, + "IoU": 0.12463176977113075, + "TN": 692102, + "TP": 1100, + "n_pred": 1114, + "n_ref": 8812 + }, + "10": { + "Dice": 0.5014556040756915, + "FN": 824, + "FP": 3286, + "IoU": 0.33462846041767846, + "TN": 694751, + "TP": 2067, + "n_pred": 5353, + "n_ref": 2891 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.4824824824824825, + "FN": 724, + "FP": 827, + "IoU": 0.3179419525065963, + "TN": 698654, + "TP": 723, + "n_pred": 1550, + "n_ref": 1447 + }, + "13": { + "Dice": 0.0, + "FN": 60, + "FP": 0, + "IoU": 0.0, + "TN": 700868, + "TP": 0, + "n_pred": 0, + "n_ref": 60 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.21494550608474658, + "FN": 348, + "FP": 15715, + "IoU": 0.120413974373015, + "TN": 682666, + "TP": 2199, + "n_pred": 17914, + "n_ref": 2547 + }, + "3": { + "Dice": 0.7714985536480211, + "FN": 19428, + "FP": 1189, + "IoU": 0.6279997113059795, + "TN": 645506, + "TP": 34805, + "n_pred": 35994, + "n_ref": 54233 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9624652592986813, + "FN": 1781, + "FP": 8375, + "IoU": 0.927646296111594, + "TN": 560562, + "TP": 130210, + "n_pred": 138585, + "n_ref": 131991 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.92, + "FN": 4, + "FP": 0, + "IoU": 0.8518518518518519, + "TN": 700901, + "TP": 23, + "n_pred": 23, + "n_ref": 27 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0019.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0019.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 146, + "IoU": 0.0, + "TN": 525550, + "TP": 0, + "n_pred": 146, + "n_ref": 0 + }, + "14": { + "Dice": 0.8978453038674034, + "FN": 1037, + "FP": 2661, + "IoU": 0.8146272996140157, + "TN": 505747, + "TP": 16251, + "n_pred": 18912, + "n_ref": 17288 + }, + "15": { + "Dice": 0.801949370515771, + "FN": 979, + "FP": 484, + "IoU": 0.6693785310734464, + "TN": 521271, + "TP": 2962, + "n_pred": 3446, + "n_ref": 3941 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.5055970149253731, + "FN": 341, + "FP": 189, + "IoU": 0.3383270911360799, + "TN": 524895, + "TP": 271, + "n_pred": 460, + "n_ref": 612 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0048.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0048.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.6056583010897731, + "FN": 33261, + "FP": 66, + "IoU": 0.4343686354378819, + "TN": 466776, + "TP": 25593, + "n_pred": 25659, + "n_ref": 58854 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0049.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0049.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 29863, + "IoU": 0.0, + "TN": 495833, + "TP": 0, + "n_pred": 29863, + "n_ref": 0 + }, + "15": { + "Dice": 0.7466933090768106, + "FN": 15081, + "FP": 1906, + "IoU": 0.5957786027032173, + "TN": 483672, + "TP": 25037, + "n_pred": 26943, + "n_ref": 40118 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0052.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0052.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0058.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0058.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.46866069727567156, + "FN": 733, + "FP": 2056, + "IoU": 0.3060462801691963, + "TN": 521677, + "TP": 1230, + "n_pred": 3286, + "n_ref": 1963 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9884251111732372, + "FN": 4583, + "FP": 1172, + "IoU": 0.9771151123765289, + "TN": 274220, + "TP": 245721, + "n_pred": 246893, + "n_ref": 250304 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.857667783421593, + "FN": 831, + "FP": 486, + "IoU": 0.7508041627246925, + "TN": 520411, + "TP": 3968, + "n_pred": 4454, + "n_ref": 4799 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0064.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0064.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8811792733770101, + "FN": 1346, + "FP": 250, + "IoU": 0.7875964865584243, + "TN": 693414, + "TP": 5918, + "n_pred": 6168, + "n_ref": 7264 + }, + "10": { + "Dice": 0.770943365564313, + "FN": 6281, + "FP": 4995, + "IoU": 0.6272643131032659, + "TN": 670676, + "TP": 18976, + "n_pred": 23971, + "n_ref": 25257 + }, + "11": { + "Dice": 0.022556390977443608, + "FN": 0, + "FP": 260, + "IoU": 0.011406844106463879, + "TN": 700665, + "TP": 3, + "n_pred": 263, + "n_ref": 3 + }, + "12": { + "Dice": 0.7571499013806706, + "FN": 421, + "FP": 1549, + "IoU": 0.6092045229121206, + "TN": 695887, + "TP": 3071, + "n_pred": 4620, + "n_ref": 3492 + }, + "13": { + "Dice": 0.8354954954954955, + "FN": 3484, + "FP": 1994, + "IoU": 0.7174686678013307, + "TN": 681539, + "TP": 13911, + "n_pred": 15905, + "n_ref": 17395 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 700926, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "3": { + "Dice": 0.7391952309985097, + "FN": 109, + "FP": 241, + "IoU": 0.5862884160756501, + "TN": 700082, + "TP": 496, + "n_pred": 737, + "n_ref": 605 + }, + "4": { + "Dice": 0.8181559206153262, + "FN": 1373, + "FP": 542, + "IoU": 0.692270609031014, + "TN": 694705, + "TP": 4308, + "n_pred": 4850, + "n_ref": 5681 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9480796656011802, + "FN": 1750, + "FP": 3529, + "IoU": 0.9012846644351777, + "TN": 647451, + "TP": 48198, + "n_pred": 51727, + "n_ref": 49948 + }, + "7": { + "Dice": 0.8500784929356358, + "FN": 1902, + "FP": 3446, + "IoU": 0.7392491467576792, + "TN": 680418, + "TP": 15162, + "n_pred": 18608, + "n_ref": 17064 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.6766513056835638, + "FN": 119, + "FP": 723, + "IoU": 0.5113174695298898, + "TN": 699205, + "TP": 881, + "n_pred": 1604, + "n_ref": 1000 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0066.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0066.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1351, + "IoU": 0.0, + "TN": 524345, + "TP": 0, + "n_pred": 1351, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.35, + "FN": 74, + "FP": 498, + "IoU": 0.21212121212121213, + "TN": 524970, + "TP": 154, + "n_pred": 652, + "n_ref": 228 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9618461061724091, + "FN": 2598, + "FP": 1342, + "IoU": 0.9264966513068298, + "TN": 472093, + "TP": 49663, + "n_pred": 51005, + "n_ref": 52261 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0075.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0075.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9279891032189572, + "FN": 1010, + "FP": 2585, + "IoU": 0.8656526776037968, + "TN": 674169, + "TP": 23164, + "n_pred": 25749, + "n_ref": 24174 + }, + "10": { + "Dice": 0.40986257073565074, + "FN": 2318, + "FP": 602, + "IoU": 0.2577529232333503, + "TN": 696994, + "TP": 1014, + "n_pred": 1616, + "n_ref": 3332 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.07656967840735068, + "FN": 463, + "FP": 140, + "IoU": 0.03980891719745223, + "TN": 700300, + "TP": 25, + "n_pred": 165, + "n_ref": 488 + }, + "13": { + "Dice": 0.5683743444937475, + "FN": 3060, + "FP": 1220, + "IoU": 0.3970132431670893, + "TN": 693830, + "TP": 2818, + "n_pred": 4038, + "n_ref": 5878 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 794, + "IoU": 0.0, + "TN": 700134, + "TP": 0, + "n_pred": 794, + "n_ref": 0 + }, + "3": { + "Dice": 0.9067232837933474, + "FN": 1096, + "FP": 881, + "IoU": 0.8293630243397203, + "TN": 689342, + "TP": 9609, + "n_pred": 10490, + "n_ref": 10705 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 242, + "FP": 0, + "IoU": 0.0, + "TN": 700686, + "TP": 0, + "n_pred": 0, + "n_ref": 242 + }, + "8": { + "Dice": 0.8133417641479608, + "FN": 5385, + "FP": 519, + "IoU": 0.6854052325891192, + "TN": 682161, + "TP": 12863, + "n_pred": 13382, + "n_ref": 18248 + }, + "9": { + "Dice": 0.12753623188405797, + "FN": 2489, + "FP": 521, + "IoU": 0.06811145510835913, + "TN": 697698, + "TP": 220, + "n_pred": 741, + "n_ref": 2709 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0076.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0076.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.88, + "FN": 26, + "FP": 52, + "IoU": 0.7857142857142857, + "TN": 525332, + "TP": 286, + "n_pred": 338, + "n_ref": 312 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9408839779005524, + "FN": 109, + "FP": 105, + "IoU": 0.8883672404799166, + "TN": 523779, + "TP": 1703, + "n_pred": 1808, + "n_ref": 1812 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0083.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0083.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.6754578754578755, + "FN": 144, + "FP": 1628, + "IoU": 0.5099557522123894, + "TN": 697312, + "TP": 1844, + "n_pred": 3472, + "n_ref": 1988 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.868927937093687, + "FN": 5547, + "FP": 2054, + "IoU": 0.7682339309671912, + "TN": 668132, + "TP": 25195, + "n_pred": 27249, + "n_ref": 30742 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7079295613212462, + "FN": 1280, + "FP": 4326, + "IoU": 0.5479032258064516, + "TN": 688528, + "TP": 6794, + "n_pred": 11120, + "n_ref": 8074 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0086.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0086.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 525694, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 129, + "IoU": 0.0, + "TN": 525567, + "TP": 0, + "n_pred": 129, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0103.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0103.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7733690795352993, + "FN": 2073, + "FP": 463, + "IoU": 0.630482296371849, + "TN": 694065, + "TP": 4327, + "n_pred": 4790, + "n_ref": 6400 + }, + "11": { + "Dice": 0.41973094170403585, + "FN": 780, + "FP": 1808, + "IoU": 0.2656072644721907, + "TN": 697404, + "TP": 936, + "n_pred": 2744, + "n_ref": 1716 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.3291512915129151, + "FN": 2954, + "FP": 5227, + "IoU": 0.19699646643109542, + "TN": 690740, + "TP": 2007, + "n_pred": 7234, + "n_ref": 4961 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.928779695043258, + "FN": 2041, + "FP": 939, + "IoU": 0.8670295836865825, + "TN": 678517, + "TP": 19431, + "n_pred": 20370, + "n_ref": 21472 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8073006724303554, + "FN": 1702, + "FP": 304, + "IoU": 0.676868556701031, + "TN": 694720, + "TP": 4202, + "n_pred": 4506, + "n_ref": 5904 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9713160792339091, + "FN": 1077, + "FP": 1502, + "IoU": 0.9442318088441993, + "TN": 654683, + "TP": 43666, + "n_pred": 45168, + "n_ref": 44743 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.709154113557358, + "FN": 14, + "FP": 237, + "IoU": 0.5493716337522442, + "TN": 700371, + "TP": 306, + "n_pred": 543, + "n_ref": 320 + }, + "9": { + "Dice": 0.8261542929048494, + "FN": 2160, + "FP": 1432, + "IoU": 0.7038014348148759, + "TN": 688801, + "TP": 8535, + "n_pred": 9967, + "n_ref": 10695 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0109.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0109.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9541600098316333, + "FN": 263, + "FP": 856, + "IoU": 0.9123384253819037, + "TN": 512931, + "TP": 11646, + "n_pred": 12502, + "n_ref": 11909 + }, + "10": { + "Dice": 0.0, + "FN": 348, + "FP": 0, + "IoU": 0.0, + "TN": 525348, + "TP": 0, + "n_pred": 0, + "n_ref": 348 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.44765342960288806, + "FN": 879, + "FP": 39, + "IoU": 0.28837209302325584, + "TN": 524406, + "TP": 372, + "n_pred": 411, + "n_ref": 1251 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 357, + "IoU": 0.0, + "TN": 525339, + "TP": 0, + "n_pred": 357, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 222, + "IoU": 0.0, + "TN": 525474, + "TP": 0, + "n_pred": 222, + "n_ref": 0 + }, + "3": { + "Dice": 0.9746483026100171, + "FN": 2352, + "FP": 2119, + "IoU": 0.9505502405574296, + "TN": 435281, + "TP": 85944, + "n_pred": 88063, + "n_ref": 88296 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0153.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0153.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9338243047050522, + "FN": 6951, + "FP": 1208, + "IoU": 0.8758634330401972, + "TN": 635202, + "TP": 57567, + "n_pred": 58775, + "n_ref": 64518 + }, + "10": { + "Dice": 0.7907390917186109, + "FN": 180, + "FP": 55, + "IoU": 0.6539027982326951, + "TN": 700249, + "TP": 444, + "n_pred": 499, + "n_ref": 624 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 110, + "IoU": 0.0, + "TN": 700818, + "TP": 0, + "n_pred": 110, + "n_ref": 0 + }, + "3": { + "Dice": 0.8866995073891626, + "FN": 8, + "FP": 15, + "IoU": 0.7964601769911505, + "TN": 700815, + "TP": 90, + "n_pred": 105, + "n_ref": 98 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0175.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0175.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9830471334974326, + "FN": 1880, + "FP": 441, + "IoU": 0.9666594843065431, + "TN": 456081, + "TP": 67294, + "n_pred": 67735, + "n_ref": 69174 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0179.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0179.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9707878683735716, + "FN": 453, + "FP": 227, + "IoU": 0.9432339928207697, + "TN": 513717, + "TP": 11299, + "n_pred": 11526, + "n_ref": 11752 + }, + "10": { + "Dice": 0.6151342554922702, + "FN": 37, + "FP": 909, + "IoU": 0.44418331374853115, + "TN": 523994, + "TP": 756, + "n_pred": 1665, + "n_ref": 793 + }, + "11": { + "Dice": 0.6664385904892234, + "FN": 411, + "FP": 564, + "IoU": 0.49974345818368393, + "TN": 523747, + "TP": 974, + "n_pred": 1538, + "n_ref": 1385 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7194926568758344, + "FN": 1194, + "FP": 3008, + "IoU": 0.5618809300385779, + "TN": 516105, + "TP": 5389, + "n_pred": 8397, + "n_ref": 6583 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7142857142857143, + "FN": 4, + "FP": 0, + "IoU": 0.5555555555555556, + "TN": 525687, + "TP": 5, + "n_pred": 5, + "n_ref": 9 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6184867238969854, + "FN": 547, + "FP": 3275, + "IoU": 0.4476878612716763, + "TN": 518776, + "TP": 3098, + "n_pred": 6373, + "n_ref": 3645 + }, + "6": { + "Dice": 0.935768136699091, + "FN": 3725, + "FP": 2733, + "IoU": 0.8792897196261682, + "TN": 472196, + "TP": 47042, + "n_pred": 49775, + "n_ref": 50767 + }, + "7": { + "Dice": 0.9739279287187815, + "FN": 861, + "FP": 327, + "IoU": 0.9491808187534756, + "TN": 502319, + "TP": 22189, + "n_pred": 22516, + "n_ref": 23050 + }, + "8": { + "Dice": 0.9350000531479533, + "FN": 4633, + "FP": 1482, + "IoU": 0.8779343660172468, + "TN": 475600, + "TP": 43981, + "n_pred": 45463, + "n_ref": 48614 + }, + "9": { + "Dice": 0.8760309658911132, + "FN": 2738, + "FP": 3139, + "IoU": 0.7794084528188574, + "TN": 499054, + "TP": 20765, + "n_pred": 23904, + "n_ref": 23503 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0180.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0180.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.734062980030722, + "FN": 2222, + "FP": 548, + "IoU": 0.57985742454118, + "TN": 519103, + "TP": 3823, + "n_pred": 4371, + "n_ref": 6045 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9689437004207213, + "FN": 178, + "FP": 789, + "IoU": 0.9397582855718913, + "TN": 509644, + "TP": 15085, + "n_pred": 15874, + "n_ref": 15263 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9728878338633343, + "FN": 964, + "FP": 2668, + "IoU": 0.9472070003052458, + "TN": 456899, + "TP": 65165, + "n_pred": 67833, + "n_ref": 66129 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9074189526184538, + "FN": 597, + "FP": 591, + "IoU": 0.830527817403709, + "TN": 518686, + "TP": 5822, + "n_pred": 6413, + "n_ref": 6419 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0214.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0214.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0217.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0217.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.5166919575113809, + "FN": 1213, + "FP": 61, + "IoU": 0.3483375959079284, + "TN": 698973, + "TP": 681, + "n_pred": 742, + "n_ref": 1894 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.4845333753479334, + "FN": 8020, + "FP": 1795, + "IoU": 0.31972553368450235, + "TN": 686500, + "TP": 4613, + "n_pred": 6408, + "n_ref": 12633 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.405686803023096, + "FN": 14636, + "FP": 7854, + "IoU": 0.25445866206988, + "TN": 670762, + "TP": 7676, + "n_pred": 15530, + "n_ref": 22312 + }, + "9": { + "Dice": 0.8903225806451613, + "FN": 63, + "FP": 39, + "IoU": 0.8023255813953488, + "TN": 700412, + "TP": 414, + "n_pred": 453, + "n_ref": 477 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0239.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0239.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0259.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0259.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7948240716121598, + "FN": 2073, + "FP": 242, + "IoU": 0.659508751286954, + "TN": 518897, + "TP": 4484, + "n_pred": 4726, + "n_ref": 6557 + }, + "11": { + "Dice": 0.0, + "FN": 1500, + "FP": 0, + "IoU": 0.0, + "TN": 524196, + "TP": 0, + "n_pred": 0, + "n_ref": 1500 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 29, + "IoU": 0.0, + "TN": 525667, + "TP": 0, + "n_pred": 29, + "n_ref": 0 + }, + "13": { + "Dice": 0.5963231886296926, + "FN": 1978, + "FP": 635, + "IoU": 0.42482940788025536, + "TN": 521153, + "TP": 1930, + "n_pred": 2565, + "n_ref": 3908 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 5465, + "IoU": 0.0, + "TN": 520231, + "TP": 0, + "n_pred": 5465, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 525689, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 3523, + "IoU": 0.0, + "TN": 522173, + "TP": 0, + "n_pred": 3523, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.910570059646035, + "FN": 3586, + "FP": 987, + "IoU": 0.8358225030516263, + "TN": 497842, + "TP": 23281, + "n_pred": 24268, + "n_ref": 26867 + }, + "7": { + "Dice": 0.4713613667313168, + "FN": 29810, + "FP": 21432, + "IoU": 0.30835369228069703, + "TN": 451609, + "TP": 22845, + "n_pred": 44277, + "n_ref": 52655 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8787119944297179, + "FN": 8888, + "FP": 1041, + "IoU": 0.7836630643193306, + "TN": 479800, + "TP": 35967, + "n_pred": 37008, + "n_ref": 44855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0294.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0294.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 700925, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.056338028169014086, + "FN": 434, + "FP": 2715, + "IoU": 0.028985507246376812, + "TN": 697685, + "TP": 94, + "n_pred": 2809, + "n_ref": 528 + }, + "14": { + "Dice": 0.7496815763842062, + "FN": 6747, + "FP": 6617, + "IoU": 0.5995925215723873, + "TN": 667552, + "TP": 20012, + "n_pred": 26629, + "n_ref": 26759 + }, + "15": { + "Dice": 0.7290177510465988, + "FN": 12284, + "FP": 2539, + "IoU": 0.5735860997641102, + "TN": 666166, + "TP": 19939, + "n_pred": 22478, + "n_ref": 32223 + }, + "2": { + "Dice": 0.9361826338106065, + "FN": 3763, + "FP": 391, + "IoU": 0.8800219507263958, + "TN": 666305, + "TP": 30469, + "n_pred": 30860, + "n_ref": 34232 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2875, + "IoU": 0.0, + "TN": 698053, + "TP": 0, + "n_pred": 2875, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9669044222539229, + "FN": 191, + "FP": 41, + "IoU": 0.935929301297984, + "TN": 697307, + "TP": 3389, + "n_pred": 3430, + "n_ref": 3580 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.936814547512913, + "FN": 272, + "FP": 621, + "IoU": 0.8811393584453614, + "TN": 693415, + "TP": 6620, + "n_pred": 7241, + "n_ref": 6892 + }, + "9": { + "Dice": 0.8357930449533503, + "FN": 1598, + "FP": 338, + "IoU": 0.717907620574093, + "TN": 694065, + "TP": 4927, + "n_pred": 5265, + "n_ref": 6525 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0302.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0302.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9630600970927962, + "FN": 2505, + "FP": 143, + "IoU": 0.9287520852391972, + "TN": 663762, + "TP": 34518, + "n_pred": 34661, + "n_ref": 37023 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6627809381702882, + "FN": 6893, + "FP": 339, + "IoU": 0.4956412581072599, + "TN": 686589, + "TP": 7107, + "n_pred": 7446, + "n_ref": 14000 + }, + "6": { + "Dice": 0.8491669102601579, + "FN": 1864, + "FP": 200, + "IoU": 0.7378714757429515, + "TN": 693054, + "TP": 5810, + "n_pred": 6010, + "n_ref": 7674 + }, + "7": { + "Dice": 0.0, + "FN": 82, + "FP": 0, + "IoU": 0.0, + "TN": 700846, + "TP": 0, + "n_pred": 0, + "n_ref": 82 + }, + "8": { + "Dice": 0.9786708972325049, + "FN": 318, + "FP": 408, + "IoU": 0.9582326544701415, + "TN": 683546, + "TP": 16656, + "n_pred": 17064, + "n_ref": 16974 + }, + "9": { + "Dice": 0.8129823217120026, + "FN": 1644, + "FP": 1773, + "IoU": 0.6848948727406861, + "TN": 690084, + "TP": 7427, + "n_pred": 9200, + "n_ref": 9071 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0307.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0307.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9632524289248199, + "FN": 499, + "FP": 3601, + "IoU": 0.9291098969499966, + "TN": 643092, + "TP": 53736, + "n_pred": 57337, + "n_ref": 54235 + }, + "10": { + "Dice": 0.8571501899188995, + "FN": 4113, + "FP": 1453, + "IoU": 0.7500112283853582, + "TN": 678663, + "TP": 16699, + "n_pred": 18152, + "n_ref": 20812 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7519640179910045, + "FN": 2978, + "FP": 5294, + "IoU": 0.6025178991879294, + "TN": 680117, + "TP": 12539, + "n_pred": 17833, + "n_ref": 15517 + }, + "14": { + "Dice": 0.938622253615376, + "FN": 1117, + "FP": 2185, + "IoU": 0.8843432574430823, + "TN": 672378, + "TP": 25248, + "n_pred": 27433, + "n_ref": 26365 + }, + "15": { + "Dice": 0.7306257328643002, + "FN": 14514, + "FP": 5702, + "IoU": 0.5755794423916695, + "TN": 653296, + "TP": 27416, + "n_pred": 33118, + "n_ref": 41930 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9693994001963959, + "FN": 374, + "FP": 779, + "IoU": 0.9406159868149979, + "TN": 681512, + "TP": 18263, + "n_pred": 19042, + "n_ref": 18637 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 471, + "IoU": 0.0, + "TN": 700457, + "TP": 0, + "n_pred": 471, + "n_ref": 0 + }, + "7": { + "Dice": 0.7973999874395529, + "FN": 4199, + "FP": 2253, + "IoU": 0.6630633453444044, + "TN": 681779, + "TP": 12697, + "n_pred": 14950, + "n_ref": 16896 + }, + "8": { + "Dice": 0.9574621485219899, + "FN": 308, + "FP": 695, + "IoU": 0.9183955739972337, + "TN": 688637, + "TP": 11288, + "n_pred": 11983, + "n_ref": 11596 + }, + "9": { + "Dice": 0.9457915057915058, + "FN": 830, + "FP": 223, + "IoU": 0.8971579255786698, + "TN": 690689, + "TP": 9186, + "n_pred": 9409, + "n_ref": 10016 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0321.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0321.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7808971061328878, + "FN": 29876, + "FP": 23, + "IoU": 0.6405506131281558, + "TN": 442516, + "TP": 53281, + "n_pred": 53304, + "n_ref": 83157 + }, + "10": { + "Dice": 0.2795164388204723, + "FN": 5435, + "FP": 942, + "IoU": 0.16246388232203834, + "TN": 518082, + "TP": 1237, + "n_pred": 2179, + "n_ref": 6672 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 14, + "IoU": 0.0, + "TN": 525682, + "TP": 0, + "n_pred": 14, + "n_ref": 0 + }, + "13": { + "Dice": 0.6863126270212954, + "FN": 1192, + "FP": 5908, + "IoU": 0.5224322324611556, + "TN": 510829, + "TP": 7767, + "n_pred": 13675, + "n_ref": 8959 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 18259, + "IoU": 0.0, + "TN": 507437, + "TP": 0, + "n_pred": 18259, + "n_ref": 0 + }, + "3": { + "Dice": 0.7048005154915964, + "FN": 21643, + "FP": 347, + "IoU": 0.5441636781990423, + "TN": 477455, + "TP": 26251, + "n_pred": 26598, + "n_ref": 47894 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 18331, + "IoU": 0.0, + "TN": 507365, + "TP": 0, + "n_pred": 18331, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 110, + "IoU": 0.0, + "TN": 525586, + "TP": 0, + "n_pred": 110, + "n_ref": 0 + }, + "8": { + "Dice": 0.6325714285714286, + "FN": 8969, + "FP": 33, + "IoU": 0.4625992478061011, + "TN": 508945, + "TP": 7749, + "n_pred": 7782, + "n_ref": 16718 + }, + "9": { + "Dice": 0.39340383051098127, + "FN": 1303, + "FP": 6900, + "IoU": 0.24486790021172788, + "TN": 514833, + "TP": 2660, + "n_pred": 9560, + "n_ref": 3963 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0330.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0330.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 18025, + "FP": 0, + "IoU": 0.0, + "TN": 682903, + "TP": 0, + "n_pred": 0, + "n_ref": 18025 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.5290564710021697, + "FN": 5007, + "FP": 11055, + "IoU": 0.3596715037474087, + "TN": 675844, + "TP": 9022, + "n_pred": 20077, + "n_ref": 14029 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 42, + "IoU": 0.0, + "TN": 700886, + "TP": 0, + "n_pred": 42, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 213, + "IoU": 0.0, + "TN": 700715, + "TP": 0, + "n_pred": 213, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 178, + "IoU": 0.0, + "TN": 700750, + "TP": 0, + "n_pred": 178, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 21803, + "IoU": 0.0, + "TN": 679125, + "TP": 0, + "n_pred": 21803, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0349.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0349.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 525690, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 19404, + "IoU": 0.0, + "TN": 506292, + "TP": 0, + "n_pred": 19404, + "n_ref": 0 + }, + "7": { + "Dice": 0.5438542145123215, + "FN": 42662, + "FP": 41, + "IoU": 0.3734888497652582, + "TN": 457536, + "TP": 25457, + "n_pred": 25498, + "n_ref": 68119 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0362.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0362.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.925891181988743, + "FN": 55, + "FP": 103, + "IoU": 0.8620087336244542, + "TN": 699783, + "TP": 987, + "n_pred": 1090, + "n_ref": 1042 + }, + "11": { + "Dice": 0.6686274509803921, + "FN": 2219, + "FP": 823, + "IoU": 0.5022091310751104, + "TN": 694817, + "TP": 3069, + "n_pred": 3892, + "n_ref": 5288 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 212, + "IoU": 0.0, + "TN": 700716, + "TP": 0, + "n_pred": 212, + "n_ref": 0 + }, + "13": { + "Dice": 0.8436079287143117, + "FN": 1715, + "FP": 5, + "IoU": 0.7295172196886303, + "TN": 694569, + "TP": 4639, + "n_pred": 4644, + "n_ref": 6354 + }, + "14": { + "Dice": 0.8860246731725281, + "FN": 215, + "FP": 2261, + "IoU": 0.7953719008264463, + "TN": 688828, + "TP": 9624, + "n_pred": 11885, + "n_ref": 9839 + }, + "15": { + "Dice": 0.9209398892697074, + "FN": 2221, + "FP": 2577, + "IoU": 0.853464862718749, + "TN": 668185, + "TP": 27945, + "n_pred": 30522, + "n_ref": 30166 + }, + "2": { + "Dice": 0.9581131078224101, + "FN": 1115, + "FP": 153, + "IoU": 0.9195941661382372, + "TN": 685158, + "TP": 14502, + "n_pred": 14655, + "n_ref": 15617 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 12, + "IoU": 0.0, + "TN": 700916, + "TP": 0, + "n_pred": 12, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9532329917319009, + "FN": 2279, + "FP": 272, + "IoU": 0.9106448562121265, + "TN": 672379, + "TP": 25998, + "n_pred": 26270, + "n_ref": 28277 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.95412551768079, + "FN": 1074, + "FP": 1230, + "IoU": 0.9122753579043558, + "TN": 674664, + "TP": 23960, + "n_pred": 25190, + "n_ref": 25034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0403.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0403.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9295258145023004, + "FN": 7487, + "FP": 815, + "IoU": 0.8683309014781451, + "TN": 637876, + "TP": 54750, + "n_pred": 55565, + "n_ref": 62237 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9869662462935035, + "FN": 1369, + "FP": 420, + "IoU": 0.9742678787181405, + "TN": 631404, + "TP": 67735, + "n_pred": 68155, + "n_ref": 69104 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0404.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804661/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0404.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": 0.49960234387646973, + "FN": 1179.7155555555557, + "FP": 926.628888888889, + "IoU": 0.42288833650355057, + "TN": 576749.0746666666, + "TP": 5251.247555555556, + "n_pred": 6177.876444444444, + "n_ref": 6430.96311111111 + }, + "mean": { + "1": { + "Dice": 0.4722183249502455, + "FN": 1148.7266666666667, + "FP": 495.5333333333334, + "IoU": 0.4331864029055529, + "TN": 575852.2066666667, + "TP": 6610.2, + "n_pred": 7105.733333333333, + "n_ref": 7758.926666666666 + }, + "10": { + "Dice": 0.5303278367983797, + "FN": 1654.56, + "FP": 1111.32, + "IoU": 0.42693390826121497, + "TN": 577902.7466666667, + "TP": 3438.04, + "n_pred": 4549.36, + "n_ref": 5092.6 + }, + "11": { + "Dice": 0.37493085567595985, + "FN": 156.42, + "FP": 89.09333333333333, + "IoU": 0.27259321586355795, + "TN": 583672.3866666667, + "TP": 188.76666666666665, + "n_pred": 277.86, + "n_ref": 345.18666666666667 + }, + "12": { + "Dice": 0.32190741204081774, + "FN": 187.97333333333333, + "FP": 76.99333333333333, + "IoU": 0.23248204493261038, + "TN": 583661.6399999999, + "TP": 180.06, + "n_pred": 257.05333333333334, + "n_ref": 368.03333333333336 + }, + "13": { + "Dice": 0.338563636819894, + "FN": 1805.5, + "FP": 1127.3, + "IoU": 0.25273799874488506, + "TN": 579139.74, + "TP": 2034.1266666666666, + "n_pred": 3161.4266666666667, + "n_ref": 3839.626666666666 + }, + "14": { + "Dice": 0.4807542060527892, + "FN": 934.9133333333333, + "FP": 1085.0666666666668, + "IoU": 0.41476163022953844, + "TN": 577302.6933333334, + "TP": 4783.993333333334, + "n_pred": 5869.06, + "n_ref": 5718.906666666667 + }, + "15": { + "Dice": 0.43207273924768874, + "FN": 1011.5266666666666, + "FP": 886.1466666666668, + "IoU": 0.3443446665753106, + "TN": 580329.1866666668, + "TP": 1879.8066666666666, + "n_pred": 2765.9533333333334, + "n_ref": 2891.3333333333335 + }, + "2": { + "Dice": 0.514165731551655, + "FN": 574.5999999999999, + "FP": 1106.8666666666668, + "IoU": 0.4622271975408828, + "TN": 576701.6266666667, + "TP": 5723.573333333333, + "n_pred": 6830.44, + "n_ref": 6298.173333333333 + }, + "3": { + "Dice": 0.6142790945354752, + "FN": 1186.8133333333333, + "FP": 485.8199999999999, + "IoU": 0.554727255672798, + "TN": 577312.7133333333, + "TP": 5121.32, + "n_pred": 5607.139999999999, + "n_ref": 6308.133333333333 + }, + "4": { + "Dice": 0.27746235822705245, + "FN": 540.6866666666667, + "FP": 329.48, + "IoU": 0.23113242346880117, + "TN": 582058.1599999999, + "TP": 1178.34, + "n_pred": 1507.8200000000002, + "n_ref": 1719.0266666666666 + }, + "5": { + "Dice": 0.4910158099475607, + "FN": 523.5866666666667, + "FP": 191.59333333333333, + "IoU": 0.3776807892508492, + "TN": 582795.8666666666, + "TP": 595.62, + "n_pred": 787.2133333333334, + "n_ref": 1119.2066666666667 + }, + "6": { + "Dice": 0.7011261782955496, + "FN": 2277.4800000000005, + "FP": 3545.8333333333335, + "IoU": 0.6493816820390522, + "TN": 547099.3733333334, + "TP": 31183.98, + "n_pred": 34729.81333333334, + "n_ref": 33461.46 + }, + "7": { + "Dice": 0.4564569755417146, + "FN": 3903.3200000000006, + "FP": 2065.9799999999996, + "IoU": 0.3770405932708142, + "TN": 571985.1266666667, + "TP": 6152.240000000001, + "n_pred": 8218.219999999998, + "n_ref": 10055.560000000001 + }, + "8": { + "Dice": 0.8323791217524759, + "FN": 712.5066666666665, + "FP": 507.65999999999997, + "IoU": 0.7636564764557453, + "TN": 576873.5466666666, + "TP": 6012.953333333334, + "n_pred": 6520.613333333333, + "n_ref": 6725.460000000001 + }, + "9": { + "Dice": 0.6563748767097886, + "FN": 1077.1200000000001, + "FP": 794.7466666666667, + "IoU": 0.5504387623416463, + "TN": 578549.1066666667, + "TP": 3685.6933333333336, + "n_pred": 4480.4400000000005, + "n_ref": 4762.8133333333335 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/loop_001/summary.json b/nnActive_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/loop_001/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..6125967c8dd386cd40e53bd1400510d6b415ba2f --- /dev/null +++ b/nnActive_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/loop_001/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.7420719084536078, + "FN": 26235.818666666662, + "FP": 22585.038666666667, + "IoU": 0.6322673533396742, + "TN": 96247785.27066666, + "TP": 160354.71200000003, + "n_pred": 182939.7506666667, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.8721352484836281, + "FN": 24433.56, + "FP": 21510.1, + "IoU": 0.7969796301167129, + "TN": 96241162.6, + "TP": 169854.58, + "n_pred": 191364.68, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.7134659670157117, + "FN": 20801.62, + "FP": 16320.74, + "IoU": 0.5775976803502487, + "TN": 96366417.54, + "TP": 53420.94, + "n_pred": 69741.68, + "n_ref": 74222.56 + }, + "11": { + "Dice": 0.6255497271486435, + "FN": 1535.92, + "FP": 759.1, + "IoU": 0.4742219014917376, + "TN": 96452501.36, + "TP": 2164.46, + "n_pred": 2923.56, + "n_ref": 3700.38 + }, + "12": { + "Dice": 0.5799343958746297, + "FN": 2066.42, + "FP": 742.76, + "IoU": 0.4317063772531206, + "TN": 96451981.42, + "TP": 2170.24, + "n_pred": 2913.0, + "n_ref": 4236.66 + }, + "13": { + "Dice": 0.542793528688897, + "FN": 30136.92, + "FP": 11149.92, + "IoU": 0.3999867760276539, + "TN": 96387952.78, + "TP": 27721.22, + "n_pred": 38871.14, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.7466984784404189, + "FN": 43756.42, + "FP": 20606.88, + "IoU": 0.6452486264565582, + "TN": 96297995.82, + "TP": 94601.72, + "n_pred": 115208.6, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.6292738370910856, + "FN": 26867.14, + "FP": 8479.52, + "IoU": 0.49928467860105946, + "TN": 96394434.28, + "TP": 27179.9, + "n_pred": 35659.42, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.8430656590277265, + "FN": 33541.0, + "FP": 7189.16, + "IoU": 0.7583530972471241, + "TN": 96292929.98, + "TP": 123300.7, + "n_pred": 130489.86, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.8800850021989867, + "FN": 11646.36, + "FP": 31288.58, + "IoU": 0.7961629621358091, + "TN": 96262269.68, + "TP": 151756.22, + "n_pred": 183044.8, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.6309010492941524, + "FN": 9034.76, + "FP": 5371.24, + "IoU": 0.5294643211038124, + "TN": 96425012.1, + "TP": 17542.74, + "n_pred": 22913.98, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.6191050105876725, + "FN": 9325.4, + "FP": 2331.32, + "IoU": 0.4780331706027403, + "TN": 96437477.36, + "TP": 7826.76, + "n_pred": 10158.08, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.9301827258335679, + "FN": 76820.72, + "FP": 124142.38, + "IoU": 0.8750471973915239, + "TN": 94973594.84, + "TP": 1282402.9, + "n_pred": 1406545.28, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.769817644812215, + "FN": 71751.4, + "FP": 72292.38, + "IoU": 0.655461326118824, + "TN": 96045743.8, + "TP": 267173.26, + "n_pred": 339465.64, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.9106087239169782, + "FN": 17122.06, + "FP": 7961.52, + "IoU": 0.8394889205601497, + "TN": 96316630.14, + "TP": 115247.12, + "n_pred": 123208.64, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.837461628389803, + "FN": 14697.58, + "FP": 8629.98, + "IoU": 0.7269736346380381, + "TN": 96370675.36, + "TP": 62957.92, + "n_pred": 71587.9, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9337532419414598, + "FN": 4483, + "FP": 8033, + "IoU": 0.8757384112863993, + "TN": 119492597, + "TP": 88207, + "n_pred": 96240, + "n_ref": 92690 + }, + "10": { + "Dice": 0.7066413054852788, + "FN": 17937, + "FP": 29720, + "IoU": 0.5463614297272857, + "TN": 119488265, + "TP": 57398, + "n_pred": 87118, + "n_ref": 75335 + }, + "11": { + "Dice": 0.701647736362182, + "FN": 1353, + "FP": 512, + "IoU": 0.5404139970428783, + "TN": 119589262, + "TP": 2193, + "n_pred": 2705, + "n_ref": 3546 + }, + "12": { + "Dice": 0.639313688922044, + "FN": 1894, + "FP": 1007, + "IoU": 0.46984649122807015, + "TN": 119587848, + "TP": 2571, + "n_pred": 3578, + "n_ref": 4465 + }, + "13": { + "Dice": 0.373633300201217, + "FN": 37345, + "FP": 14329, + "IoU": 0.22973496705721014, + "TN": 119526234, + "TP": 15412, + "n_pred": 29741, + "n_ref": 52757 + }, + "14": { + "Dice": 0.4304604819617127, + "FN": 178847, + "FP": 2782, + "IoU": 0.27425909129050174, + "TN": 119343053, + "TP": 68638, + "n_pred": 71420, + "n_ref": 247485 + }, + "15": { + "Dice": 0.1016003570517725, + "FN": 26489, + "FP": 86235, + "IoU": 0.05351895078002989, + "TN": 119474222, + "TP": 6374, + "n_pred": 92609, + "n_ref": 32863 + }, + "2": { + "Dice": 0.9530480479425588, + "FN": 5144, + "FP": 8222, + "IoU": 0.9103073412964703, + "TN": 119444300, + "TP": 135654, + "n_pred": 143876, + "n_ref": 140798 + }, + "3": { + "Dice": 0.9493785694223388, + "FN": 8133, + "FP": 9169, + "IoU": 0.9036352598483962, + "TN": 119413773, + "TP": 162245, + "n_pred": 171414, + "n_ref": 170378 + }, + "4": { + "Dice": 0.7948072752552158, + "FN": 25112, + "FP": 2043, + "IoU": 0.6594856232836345, + "TN": 119513573, + "TP": 52592, + "n_pred": 54635, + "n_ref": 77704 + }, + "5": { + "Dice": 0.04953690018721056, + "FN": 62253, + "FP": 14917, + "IoU": 0.02539750697768404, + "TN": 119514139, + "TP": 2011, + "n_pred": 16928, + "n_ref": 64264 + }, + "6": { + "Dice": 0.9627242575003769, + "FN": 32499, + "FP": 56511, + "IoU": 0.9281276116420188, + "TN": 118354875, + "TP": 1149435, + "n_pred": 1205946, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 205455, + "IoU": 0.0, + "TN": 119387865, + "TP": 0, + "n_pred": 205455, + "n_ref": 0 + }, + "8": { + "Dice": 0.8301025488988727, + "FN": 68109, + "FP": 21289, + "IoU": 0.7095515492555061, + "TN": 119285527, + "TP": 218395, + "n_pred": 239684, + "n_ref": 286504 + }, + "9": { + "Dice": 0.8325282259778158, + "FN": 17765, + "FP": 5879, + "IoU": 0.713103515222113, + "TN": 119510907, + "TP": 58769, + "n_pred": 64648, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9493276444136415, + "FN": 13235, + "FP": 5482, + "IoU": 0.9035429926048082, + "TN": 72631615, + "TP": 175328, + "n_pred": 180810, + "n_ref": 188563 + }, + "10": { + "Dice": 0.6365520675320464, + "FN": 13479, + "FP": 49295, + "IoU": 0.46686936286582986, + "TN": 72707914, + "TP": 54972, + "n_pred": 104267, + "n_ref": 68451 + }, + "11": { + "Dice": 0.6018746916625555, + "FN": 1027, + "FP": 587, + "IoU": 0.43048694424841216, + "TN": 72822826, + "TP": 1220, + "n_pred": 1807, + "n_ref": 2247 + }, + "12": { + "Dice": 0.6934010152284263, + "FN": 825, + "FP": 987, + "IoU": 0.5306915306915307, + "TN": 72821799, + "TP": 2049, + "n_pred": 3036, + "n_ref": 2874 + }, + "13": { + "Dice": 0.624046750160643, + "FN": 24447, + "FP": 6562, + "IoU": 0.45353775663054013, + "TN": 72768915, + "TP": 25736, + "n_pred": 32298, + "n_ref": 50183 + }, + "14": { + "Dice": 0.8752954941617517, + "FN": 3575, + "FP": 17315, + "IoU": 0.7782448541978493, + "TN": 72731457, + "TP": 73313, + "n_pred": 90628, + "n_ref": 76888 + }, + "15": { + "Dice": 0.7820150421483014, + "FN": 11496, + "FP": 5778, + "IoU": 0.6420564039868211, + "TN": 72777401, + "TP": 30985, + "n_pred": 36763, + "n_ref": 42481 + }, + "2": { + "Dice": 0.9591250691898198, + "FN": 6751, + "FP": 4252, + "IoU": 0.921460437560227, + "TN": 72685565, + "TP": 129092, + "n_pred": 133344, + "n_ref": 135843 + }, + "3": { + "Dice": 0.957510121691876, + "FN": 3103, + "FP": 7906, + "IoU": 0.9184838544867571, + "TN": 72690607, + "TP": 124044, + "n_pred": 131950, + "n_ref": 127147 + }, + "4": { + "Dice": 0.8473301945326471, + "FN": 3794, + "FP": 4572, + "IoU": 0.7351022734469002, + "TN": 72794078, + "TP": 23216, + "n_pred": 27788, + "n_ref": 27010 + }, + "5": { + "Dice": 0.7492781225041469, + "FN": 2541, + "FP": 1540, + "IoU": 0.5990765301110129, + "TN": 72815481, + "TP": 6098, + "n_pred": 7638, + "n_ref": 8639 + }, + "6": { + "Dice": 0.9466935607728302, + "FN": 52028, + "FP": 78129, + "IoU": 0.8987826576541547, + "TN": 71539744, + "TP": 1155759, + "n_pred": 1233888, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.8240746823773749, + "FN": 44455, + "FP": 38558, + "IoU": 0.7007882813879808, + "TN": 72548221, + "TP": 194426, + "n_pred": 232984, + "n_ref": 238881 + }, + "8": { + "Dice": 0.9239864285959081, + "FN": 4272, + "FP": 4600, + "IoU": 0.858712615855018, + "TN": 72762866, + "TP": 53922, + "n_pred": 58522, + "n_ref": 58194 + }, + "9": { + "Dice": 0.839911147499178, + "FN": 15407, + "FP": 8448, + "IoU": 0.7240058773847952, + "TN": 72739227, + "TP": 62578, + "n_pred": 71026, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9482690970401191, + "FN": 15948, + "FP": 10684, + "IoU": 0.9016271123834149, + "TN": 71538763, + "TP": 244093, + "n_pred": 254777, + "n_ref": 260041 + }, + "10": { + "Dice": 0.8023163007115323, + "FN": 22849, + "FP": 12074, + "IoU": 0.6698899727767695, + "TN": 71703696, + "TP": 70869, + "n_pred": 82943, + "n_ref": 93718 + }, + "11": { + "Dice": 0.6404773744405768, + "FN": 1437, + "FP": 732, + "IoU": 0.47110460863204096, + "TN": 71805387, + "TP": 1932, + "n_pred": 2664, + "n_ref": 3369 + }, + "12": { + "Dice": 0.5593174674449932, + "FN": 3395, + "FP": 1512, + "IoU": 0.3882308939035033, + "TN": 71801467, + "TP": 3114, + "n_pred": 4626, + "n_ref": 6509 + }, + "13": { + "Dice": 0.5599658811394113, + "FN": 35672, + "FP": 8694, + "IoU": 0.38885598181692954, + "TN": 71736893, + "TP": 28229, + "n_pred": 36923, + "n_ref": 63901 + }, + "14": { + "Dice": 0.7399456711347225, + "FN": 214637, + "FP": 1529, + "IoU": 0.5872331487492839, + "TN": 71285788, + "TP": 307534, + "n_pred": 309063, + "n_ref": 522171 + }, + "15": { + "Dice": 0.25170611331366183, + "FN": 154347, + "FP": 2122, + "IoU": 0.1439724266214405, + "TN": 71626703, + "TP": 26316, + "n_pred": 28438, + "n_ref": 180663 + }, + "2": { + "Dice": 0.8674921267457094, + "FN": 28015, + "FP": 8296, + "IoU": 0.7659921376554747, + "TN": 71654318, + "TP": 118859, + "n_pred": 127155, + "n_ref": 146874 + }, + "3": { + "Dice": 0.883673765755119, + "FN": 8528, + "FP": 37932, + "IoU": 0.791590969241052, + "TN": 71586561, + "TP": 176467, + "n_pred": 214399, + "n_ref": 184995 + }, + "4": { + "Dice": 0.7035725241933235, + "FN": 1361, + "FP": 9268, + "IoU": 0.5427010282665748, + "TN": 71786245, + "TP": 12614, + "n_pred": 21882, + "n_ref": 13975 + }, + "5": { + "Dice": 0.8309452832003077, + "FN": 1702, + "FP": 1814, + "IoU": 0.7107839105042363, + "TN": 71797331, + "TP": 8641, + "n_pred": 10455, + "n_ref": 10343 + }, + "6": { + "Dice": 0.9309453182447265, + "FN": 39767, + "FP": 139508, + "IoU": 0.8708116938566826, + "TN": 70421785, + "TP": 1208428, + "n_pred": 1347936, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.9086621964441731, + "FN": 19335, + "FP": 24050, + "IoU": 0.8326131409390795, + "TN": 71550298, + "TP": 215805, + "n_pred": 239855, + "n_ref": 235140 + }, + "8": { + "Dice": 0.9300375304109486, + "FN": 7264, + "FP": 3865, + "IoU": 0.8692244418331375, + "TN": 71724388, + "TP": 73971, + "n_pred": 77836, + "n_ref": 81235 + }, + "9": { + "Dice": 0.8565053048055297, + "FN": 15419, + "FP": 8953, + "IoU": 0.749024292290107, + "TN": 71712379, + "TP": 72737, + "n_pred": 81690, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9154425649486175, + "FN": 29974, + "FP": 4058, + "IoU": 0.8440701574326925, + "TN": 135227258, + "TP": 184220, + "n_pred": 188278, + "n_ref": 214194 + }, + "10": { + "Dice": 0.7786950639980575, + "FN": 17788, + "FP": 20492, + "IoU": 0.6375926609673663, + "TN": 135339883, + "TP": 67347, + "n_pred": 87839, + "n_ref": 85135 + }, + "11": { + "Dice": 0.6155282402365022, + "FN": 1569, + "FP": 902, + "IoU": 0.44459429085187685, + "TN": 135441061, + "TP": 1978, + "n_pred": 2880, + "n_ref": 3547 + }, + "12": { + "Dice": 0.6099656357388317, + "FN": 3023, + "FP": 155, + "IoU": 0.4388133498145859, + "TN": 135439847, + "TP": 2485, + "n_pred": 2640, + "n_ref": 5508 + }, + "13": { + "Dice": 0.7021832810093944, + "FN": 11161, + "FP": 13788, + "IoU": 0.5410496495649455, + "TN": 135391149, + "TP": 29412, + "n_pred": 43200, + "n_ref": 40573 + }, + "14": { + "Dice": 0.9074996717641124, + "FN": 11688, + "FP": 15084, + "IoU": 0.8306630655475367, + "TN": 135287411, + "TP": 131327, + "n_pred": 146411, + "n_ref": 143015 + }, + "15": { + "Dice": 0.6495460150207376, + "FN": 22326, + "FP": 8938, + "IoU": 0.4809834487109252, + "TN": 135385273, + "TP": 28973, + "n_pred": 37911, + "n_ref": 51299 + }, + "2": { + "Dice": 0.8803125910870576, + "FN": 41920, + "FP": 3659, + "IoU": 0.7862128162553119, + "TN": 135232312, + "TP": 167619, + "n_pred": 171278, + "n_ref": 209539 + }, + "3": { + "Dice": 0.8727447762067791, + "FN": 25607, + "FP": 33084, + "IoU": 0.774221097215223, + "TN": 135185561, + "TP": 201258, + "n_pred": 234342, + "n_ref": 226865 + }, + "4": { + "Dice": 0.8378564368204396, + "FN": 3359, + "FP": 9600, + "IoU": 0.7209577743803967, + "TN": 135399069, + "TP": 33482, + "n_pred": 43082, + "n_ref": 36841 + }, + "5": { + "Dice": 0.5126052358436166, + "FN": 16932, + "FP": 4199, + "IoU": 0.344632943584654, + "TN": 135413267, + "TP": 11112, + "n_pred": 15311, + "n_ref": 28044 + }, + "6": { + "Dice": 0.9564375599286349, + "FN": 51455, + "FP": 95289, + "IoU": 0.9165120583136623, + "TN": 133687843, + "TP": 1610923, + "n_pred": 1706212, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.8286531782033518, + "FN": 24333, + "FP": 47889, + "IoU": 0.7074362287783714, + "TN": 135198651, + "TP": 174637, + "n_pred": 222526, + "n_ref": 198970 + }, + "8": { + "Dice": 0.8553373026913731, + "FN": 59060, + "FP": 18932, + "IoU": 0.7472396057829732, + "TN": 135136949, + "TP": 230569, + "n_pred": 249501, + "n_ref": 289629 + }, + "9": { + "Dice": 0.8355224333575005, + "FN": 23703, + "FP": 5562, + "IoU": 0.7175083980076451, + "TN": 135341914, + "TP": 74331, + "n_pred": 79893, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8631469511753452, + "FN": 53636, + "FP": 10602, + "IoU": 0.7592423242983929, + "TN": 105487189, + "TP": 202578, + "n_pred": 213180, + "n_ref": 256214 + }, + "10": { + "Dice": 0.4026896053968862, + "FN": 33146, + "FP": 47958, + "IoU": 0.2521047923794067, + "TN": 105645562, + "TP": 27339, + "n_pred": 75297, + "n_ref": 60485 + }, + "11": { + "Dice": 0.6683553464809119, + "FN": 622, + "FP": 1211, + "IoU": 0.5019021739130435, + "TN": 105750325, + "TP": 1847, + "n_pred": 3058, + "n_ref": 2469 + }, + "12": { + "Dice": 0.4808648111332008, + "FN": 2469, + "FP": 1709, + "IoU": 0.3165385244560772, + "TN": 105747892, + "TP": 1935, + "n_pred": 3644, + "n_ref": 4404 + }, + "13": { + "Dice": 0.4249975920072152, + "FN": 56634, + "FP": 9033, + "IoU": 0.2698393284038472, + "TN": 105664070, + "TP": 24268, + "n_pred": 33301, + "n_ref": 80902 + }, + "14": { + "Dice": 0.937344752159567, + "FN": 19920, + "FP": 3740, + "IoU": 0.8820779402016538, + "TN": 105553364, + "TP": 176981, + "n_pred": 180721, + "n_ref": 196901 + }, + "15": { + "Dice": 0.7958552154616024, + "FN": 5428, + "FP": 6117, + "IoU": 0.6609298364122295, + "TN": 105719956, + "TP": 22504, + "n_pred": 28621, + "n_ref": 27932 + }, + "2": { + "Dice": 0.9337523272881306, + "FN": 10708, + "FP": 9467, + "IoU": 0.8757368022321181, + "TN": 105591648, + "TP": 142182, + "n_pred": 151649, + "n_ref": 152890 + }, + "3": { + "Dice": 0.9480635001579102, + "FN": 7856, + "FP": 10069, + "IoU": 0.9012554467881165, + "TN": 105572476, + "TP": 163604, + "n_pred": 173673, + "n_ref": 171460 + }, + "4": { + "Dice": 0.3157912693403388, + "FN": 31598, + "FP": 8511, + "IoU": 0.18750126607920592, + "TN": 105704640, + "TP": 9256, + "n_pred": 17767, + "n_ref": 40854 + }, + "5": { + "Dice": 0.6571786609380594, + "FN": 5023, + "FP": 2637, + "IoU": 0.48940141314491403, + "TN": 105739003, + "TP": 7342, + "n_pred": 9979, + "n_ref": 12365 + }, + "6": { + "Dice": 0.9490778669291682, + "FN": 45083, + "FP": 114970, + "IoU": 0.9030905688092503, + "TN": 104102432, + "TP": 1491520, + "n_pred": 1606490, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.8159996960727768, + "FN": 32115, + "FP": 74437, + "IoU": 0.6891887555823919, + "TN": 105411186, + "TP": 236267, + "n_pred": 310704, + "n_ref": 268382 + }, + "8": { + "Dice": 0.8997809946049891, + "FN": 4444, + "FP": 14318, + "IoU": 0.8178198978501933, + "TN": 105651019, + "TP": 84224, + "n_pred": 98542, + "n_ref": 88668 + }, + "9": { + "Dice": 0.8142924571501032, + "FN": 17013, + "FP": 9348, + "IoU": 0.6867565801200166, + "TN": 105669850, + "TP": 57794, + "n_pred": 67142, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9538950586663157, + "FN": 17691, + "FP": 5080, + "IoU": 0.9118540798117158, + "TN": 96879547, + "TP": 235562, + "n_pred": 240642, + "n_ref": 253253 + }, + "10": { + "Dice": 0.8178532113106485, + "FN": 13020, + "FP": 31324, + "IoU": 0.6918372736243729, + "TN": 96993982, + "TP": 99554, + "n_pred": 130878, + "n_ref": 112574 + }, + "11": { + "Dice": 0.7107241788682231, + "FN": 867, + "FP": 1326, + "IoU": 0.5512584407612032, + "TN": 97132993, + "TP": 2694, + "n_pred": 4020, + "n_ref": 3561 + }, + "12": { + "Dice": 0.7680357773331764, + "FN": 1255, + "FP": 716, + "IoU": 0.6234237676729079, + "TN": 97132646, + "TP": 3263, + "n_pred": 3979, + "n_ref": 4518 + }, + "13": { + "Dice": 0.744129458545174, + "FN": 12282, + "FP": 13586, + "IoU": 0.5925208323488178, + "TN": 97074397, + "TP": 37615, + "n_pred": 51201, + "n_ref": 49897 + }, + "14": { + "Dice": 0.9187335980748472, + "FN": 32533, + "FP": 8498, + "IoU": 0.8496829240593048, + "TN": 96864917, + "TP": 231932, + "n_pred": 240430, + "n_ref": 264465 + }, + "15": { + "Dice": 0.712404364730967, + "FN": 5332, + "FP": 8426, + "IoU": 0.5532826806935516, + "TN": 97107082, + "TP": 17040, + "n_pred": 25466, + "n_ref": 22372 + }, + "2": { + "Dice": 0.9337525149068708, + "FN": 10141, + "FP": 8002, + "IoU": 0.8757371322899901, + "TN": 96991875, + "TP": 127862, + "n_pred": 135864, + "n_ref": 138003 + }, + "3": { + "Dice": 0.9319012797074955, + "FN": 13694, + "FP": 7464, + "IoU": 0.8724860932819855, + "TN": 96971953, + "TP": 144769, + "n_pred": 152233, + "n_ref": 158463 + }, + "4": { + "Dice": 0.9048516579406631, + "FN": 1572, + "FP": 3880, + "IoU": 0.8262366139724631, + "TN": 97106504, + "TP": 25924, + "n_pred": 29804, + "n_ref": 27496 + }, + "5": { + "Dice": 0.7937001347010673, + "FN": 3143, + "FP": 2830, + "IoU": 0.6579625493901392, + "TN": 97120417, + "TP": 11490, + "n_pred": 14320, + "n_ref": 14633 + }, + "6": { + "Dice": 0.9576807700184313, + "FN": 38982, + "FP": 90171, + "IoU": 0.9187979483361982, + "TN": 95547366, + "TP": 1461361, + "n_pred": 1551532, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.9406717446950659, + "FN": 12075, + "FP": 18473, + "IoU": 0.8879889118262853, + "TN": 96865157, + "TP": 242175, + "n_pred": 260648, + "n_ref": 254250 + }, + "8": { + "Dice": 0.9280012388215709, + "FN": 8200, + "FP": 10398, + "IoU": 0.8656737977956578, + "TN": 96999426, + "TP": 119856, + "n_pred": 130254, + "n_ref": 128056 + }, + "9": { + "Dice": 0.8197684284725939, + "FN": 5780, + "FP": 21834, + "IoU": 0.6945826973698763, + "TN": 97047466, + "TP": 62800, + "n_pred": 84634, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9633471448845016, + "FN": 4483, + "FP": 8379, + "IoU": 0.9292861541168191, + "TN": 130584904, + "TP": 169026, + "n_pred": 177405, + "n_ref": 173509 + }, + "10": { + "Dice": 0.8330759039648431, + "FN": 12795, + "FP": 13034, + "IoU": 0.7139075341707095, + "TN": 130676510, + "TP": 64453, + "n_pred": 77487, + "n_ref": 77248 + }, + "11": { + "Dice": 0.7357679914070892, + "FN": 1309, + "FP": 659, + "IoU": 0.5819881053525914, + "TN": 130762084, + "TP": 2740, + "n_pred": 3399, + "n_ref": 4049 + }, + "12": { + "Dice": 0.7586959912650133, + "FN": 896, + "FP": 651, + "IoU": 0.6112088464438301, + "TN": 130762813, + "TP": 2432, + "n_pred": 3083, + "n_ref": 3328 + }, + "13": { + "Dice": 0.719238312722719, + "FN": 22312, + "FP": 8179, + "IoU": 0.5615707589221522, + "TN": 130697246, + "TP": 39055, + "n_pred": 47234, + "n_ref": 61367 + }, + "14": { + "Dice": 0.9545531788674908, + "FN": 4955, + "FP": 9754, + "IoU": 0.9130576128525071, + "TN": 130597611, + "TP": 154472, + "n_pred": 164226, + "n_ref": 159427 + }, + "15": { + "Dice": 0.8255316112458969, + "FN": 5652, + "FP": 4128, + "IoU": 0.7028981104562854, + "TN": 130733874, + "TP": 23138, + "n_pred": 27266, + "n_ref": 28790 + }, + "2": { + "Dice": 0.8713440307715106, + "FN": 31091, + "FP": 8846, + "IoU": 0.772019157766145, + "TN": 130591615, + "TP": 135240, + "n_pred": 144086, + "n_ref": 166331 + }, + "3": { + "Dice": 0.8991177684337323, + "FN": 4823, + "FP": 31357, + "IoU": 0.8167247527962392, + "TN": 130569384, + "TP": 161228, + "n_pred": 192585, + "n_ref": 166051 + }, + "4": { + "Dice": 0.7376902417188899, + "FN": 10984, + "FP": 2494, + "IoU": 0.5843971631205673, + "TN": 130734362, + "TP": 18952, + "n_pred": 21446, + "n_ref": 29936 + }, + "5": { + "Dice": 0.502041301676642, + "FN": 18643, + "FP": 6483, + "IoU": 0.3351502963590178, + "TN": 130729000, + "TP": 12666, + "n_pred": 19149, + "n_ref": 31309 + }, + "6": { + "Dice": 0.9631786920436988, + "FN": 33893, + "FP": 65748, + "IoU": 0.9289727020967955, + "TN": 129363937, + "TP": 1303214, + "n_pred": 1368962, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.8883605153465628, + "FN": 23357, + "FP": 82757, + "IoU": 0.7991444417103595, + "TN": 130238482, + "TP": 422196, + "n_pred": 504953, + "n_ref": 445553 + }, + "8": { + "Dice": 0.9084029332369399, + "FN": 15353, + "FP": 27978, + "IoU": 0.8321778803699516, + "TN": 130508596, + "TP": 214865, + "n_pred": 242843, + "n_ref": 230218 + }, + "9": { + "Dice": 0.8588130267464908, + "FN": 16891, + "FP": 11102, + "IoU": 0.7525611901247227, + "TN": 130653661, + "TP": 85138, + "n_pred": 96240, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7561247800229873, + "FN": 42299, + "FP": 59973, + "IoU": 0.6078783208149775, + "TN": 71975191, + "TP": 158545, + "n_pred": 218518, + "n_ref": 200844 + }, + "10": { + "Dice": 0.2869763930546204, + "FN": 48598, + "FP": 21294, + "IoU": 0.16752623366723443, + "TN": 72152051, + "TP": 14065, + "n_pred": 35359, + "n_ref": 62663 + }, + "11": { + "Dice": 0.42528497409326427, + "FN": 1661, + "FP": 1112, + "IoU": 0.2700710713345617, + "TN": 72232209, + "TP": 1026, + "n_pred": 2138, + "n_ref": 2687 + }, + "12": { + "Dice": 0.3483057525610717, + "FN": 3187, + "FP": 121, + "IoU": 0.21087786259541985, + "TN": 72231816, + "TP": 884, + "n_pred": 1005, + "n_ref": 4071 + }, + "13": { + "Dice": 0.2864259304359377, + "FN": 57501, + "FP": 6959, + "IoU": 0.16715118157034511, + "TN": 72158611, + "TP": 12937, + "n_pred": 19896, + "n_ref": 70438 + }, + "14": { + "Dice": 0.44957016879854583, + "FN": 27223, + "FP": 86940, + "IoU": 0.2899648599060858, + "TN": 72075223, + "TP": 46622, + "n_pred": 133562, + "n_ref": 73845 + }, + "15": { + "Dice": 0.7739860639628372, + "FN": 4490, + "FP": 9425, + "IoU": 0.6313028271640921, + "TN": 72198267, + "TP": 23826, + "n_pred": 33251, + "n_ref": 28316 + }, + "2": { + "Dice": 0.5738714840067525, + "FN": 74943, + "FP": 2805, + "IoU": 0.40239815526518063, + "TN": 72105908, + "TP": 52352, + "n_pred": 55157, + "n_ref": 127295 + }, + "3": { + "Dice": 0.7646823239980548, + "FN": 7860, + "FP": 90852, + "IoU": 0.6190167426996734, + "TN": 71976910, + "TP": 160386, + "n_pred": 251238, + "n_ref": 168246 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 8355, + "IoU": 0.0, + "TN": 72227653, + "TP": 0, + "n_pred": 8355, + "n_ref": 0 + }, + "5": { + "Dice": 0.8358676207513417, + "FN": 751, + "FP": 2185, + "IoU": 0.7180176719170188, + "TN": 72225596, + "TP": 7476, + "n_pred": 9661, + "n_ref": 8227 + }, + "6": { + "Dice": 0.8297012830604386, + "FN": 195266, + "FP": 345178, + "IoU": 0.7089653872561559, + "TN": 70379033, + "TP": 1316531, + "n_pred": 1661709, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.5052413985091704, + "FN": 83358, + "FP": 417829, + "IoU": 0.33800869117278, + "TN": 71478918, + "TP": 255903, + "n_pred": 673732, + "n_ref": 339261 + }, + "8": { + "Dice": 0.9281005603332035, + "FN": 5632, + "FP": 3966, + "IoU": 0.8658466699280173, + "TN": 72164463, + "TP": 61947, + "n_pred": 65913, + "n_ref": 67579 + }, + "9": { + "Dice": 0.5085437048489857, + "FN": 30543, + "FP": 6329, + "IoU": 0.3409712416665177, + "TN": 72180059, + "TP": 19077, + "n_pred": 25406, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.764003384028174, + "FN": 11328, + "FP": 36652, + "IoU": 0.6181274075960651, + "TN": 52427476, + "TP": 77664, + "n_pred": 114316, + "n_ref": 88992 + }, + "10": { + "Dice": 0.3615859997689731, + "FN": 34663, + "FP": 9551, + "IoU": 0.2206926941041685, + "TN": 52496385, + "TP": 12521, + "n_pred": 22072, + "n_ref": 47184 + }, + "11": { + "Dice": 0.0, + "FN": 2042, + "FP": 2, + "IoU": 0.0, + "TN": 52551076, + "TP": 0, + "n_pred": 2, + "n_ref": 2042 + }, + "12": { + "Dice": 0.0, + "FN": 4066, + "FP": 707, + "IoU": 0.0, + "TN": 52548347, + "TP": 0, + "n_pred": 707, + "n_ref": 4066 + }, + "13": { + "Dice": 0.13062061890921525, + "FN": 20087, + "FP": 253, + "IoU": 0.06987378818364734, + "TN": 52531252, + "TP": 1528, + "n_pred": 1781, + "n_ref": 21615 + }, + "14": { + "Dice": 0.18567764472628281, + "FN": 49937, + "FP": 1814, + "IoU": 0.10233994206518533, + "TN": 52495469, + "TP": 5900, + "n_pred": 7714, + "n_ref": 55837 + }, + "15": { + "Dice": 0.36631243649943707, + "FN": 18599, + "FP": 4478, + "IoU": 0.22422429152519582, + "TN": 52523373, + "TP": 6670, + "n_pred": 11148, + "n_ref": 25269 + }, + "2": { + "Dice": 0.6042597197941546, + "FN": 73724, + "FP": 6637, + "IoU": 0.4329313471593996, + "TN": 52411407, + "TP": 61352, + "n_pred": 67989, + "n_ref": 135076 + }, + "3": { + "Dice": 0.7760173029525678, + "FN": 19669, + "FP": 51579, + "IoU": 0.6340100271225446, + "TN": 52358448, + "TP": 123424, + "n_pred": 175003, + "n_ref": 143093 + }, + "4": { + "Dice": 0.0, + "FN": 1880, + "FP": 0, + "IoU": 0.0, + "TN": 52551240, + "TP": 0, + "n_pred": 0, + "n_ref": 1880 + }, + "5": { + "Dice": 0.6782063963072865, + "FN": 2168, + "FP": 1736, + "IoU": 0.5130955350461461, + "TN": 52545102, + "TP": 4114, + "n_pred": 5850, + "n_ref": 6282 + }, + "6": { + "Dice": 0.9034883789871164, + "FN": 87084, + "FP": 59419, + "IoU": 0.8239660772154287, + "TN": 51720877, + "TP": 685740, + "n_pred": 745159, + "n_ref": 772824 + }, + "7": { + "Dice": 0.4697399329772827, + "FN": 128374, + "FP": 17675, + "IoU": 0.3069673861980934, + "TN": 52342381, + "TP": 64690, + "n_pred": 82365, + "n_ref": 193064 + }, + "8": { + "Dice": 0.849068048968788, + "FN": 13341, + "FP": 3081, + "IoU": 0.7377221982655359, + "TN": 52490507, + "TP": 46191, + "n_pred": 49272, + "n_ref": 59532 + }, + "9": { + "Dice": 0.8092813934591317, + "FN": 19827, + "FP": 7634, + "IoU": 0.6796579720964957, + "TN": 52467396, + "TP": 58263, + "n_pred": 65897, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.928109396757825, + "FN": 18455, + "FP": 24034, + "IoU": 0.8658620515475635, + "TN": 143820494, + "TP": 274267, + "n_pred": 298301, + "n_ref": 292722 + }, + "10": { + "Dice": 0.7913271738003372, + "FN": 25778, + "FP": 12459, + "IoU": 0.6547075078112301, + "TN": 144026512, + "TP": 72501, + "n_pred": 84960, + "n_ref": 98279 + }, + "11": { + "Dice": 0.605617545209696, + "FN": 3471, + "FP": 629, + "IoU": 0.43432671081677704, + "TN": 144130002, + "TP": 3148, + "n_pred": 3777, + "n_ref": 6619 + }, + "12": { + "Dice": 0.5885410780879196, + "FN": 3042, + "FP": 599, + "IoU": 0.4169735788630905, + "TN": 144131005, + "TP": 2604, + "n_pred": 3203, + "n_ref": 5646 + }, + "13": { + "Dice": 0.7940698269268757, + "FN": 25914, + "FP": 14743, + "IoU": 0.6584708175128524, + "TN": 144018206, + "TP": 78387, + "n_pred": 93130, + "n_ref": 104301 + }, + "14": { + "Dice": 0.9411105534980339, + "FN": 39725, + "FP": 6626, + "IoU": 0.8887713033754241, + "TN": 143720532, + "TP": 370367, + "n_pred": 376993, + "n_ref": 410092 + }, + "15": { + "Dice": 0.8324552160168599, + "FN": 3311, + "FP": 4480, + "IoU": 0.7129963898916968, + "TN": 144110104, + "TP": 19355, + "n_pred": 23835, + "n_ref": 22666 + }, + "2": { + "Dice": 0.7774429988517755, + "FN": 47985, + "FP": 3573, + "IoU": 0.6359155426876633, + "TN": 143995640, + "TP": 90052, + "n_pred": 93625, + "n_ref": 138037 + }, + "3": { + "Dice": 0.8593282771322441, + "FN": 8094, + "FP": 46288, + "IoU": 0.7533528357938182, + "TN": 143916765, + "TP": 166103, + "n_pred": 212391, + "n_ref": 174197 + }, + "4": { + "Dice": 0.9171940372813526, + "FN": 3270, + "FP": 5379, + "IoU": 0.8470529982846735, + "TN": 144080701, + "TP": 47900, + "n_pred": 53279, + "n_ref": 51170 + }, + "5": { + "Dice": 0.6509080314654754, + "FN": 15376, + "FP": 2597, + "IoU": 0.48247862017334214, + "TN": 144102521, + "TP": 16756, + "n_pred": 19353, + "n_ref": 32132 + }, + "6": { + "Dice": 0.8826852723760127, + "FN": 42052, + "FP": 307901, + "IoU": 0.7900059406297067, + "TN": 142470760, + "TP": 1316537, + "n_pred": 1624438, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.8742770526978878, + "FN": 26999, + "FP": 36867, + "IoU": 0.7766360762149912, + "TN": 143851322, + "TP": 222062, + "n_pred": 258929, + "n_ref": 249061 + }, + "8": { + "Dice": 0.9003660737981967, + "FN": 23870, + "FP": 21555, + "IoU": 0.8187871002744622, + "TN": 143886578, + "TP": 205247, + "n_pred": 226802, + "n_ref": 229117 + }, + "9": { + "Dice": 0.8800806879269649, + "FN": 9820, + "FP": 13246, + "IoU": 0.7858429428258407, + "TN": 144029544, + "TP": 84640, + "n_pred": 97886, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9377374726336941, + "FN": 10771, + "FP": 16218, + "IoU": 0.8827737479911393, + "TN": 111548690, + "TP": 203241, + "n_pred": 219459, + "n_ref": 214012 + }, + "10": { + "Dice": 0.6374805888564508, + "FN": 20345, + "FP": 8836, + "IoU": 0.46786899595171233, + "TN": 111724082, + "TP": 25657, + "n_pred": 34493, + "n_ref": 46002 + }, + "11": { + "Dice": 0.6466366215990653, + "FN": 1858, + "FP": 259, + "IoU": 0.47779970399605326, + "TN": 111774866, + "TP": 1937, + "n_pred": 2196, + "n_ref": 3795 + }, + "12": { + "Dice": 0.5113939965425114, + "FN": 3033, + "FP": 76, + "IoU": 0.34353885135135137, + "TN": 111774184, + "TP": 1627, + "n_pred": 1703, + "n_ref": 4660 + }, + "13": { + "Dice": 0.5370918915399889, + "FN": 28193, + "FP": 14470, + "IoU": 0.36713986916470115, + "TN": 111711507, + "TP": 24750, + "n_pred": 39220, + "n_ref": 52943 + }, + "14": { + "Dice": 0.8484134823587802, + "FN": 4796, + "FP": 26357, + "IoU": 0.7367344696745625, + "TN": 111660587, + "TP": 87180, + "n_pred": 113537, + "n_ref": 91976 + }, + "15": { + "Dice": 0.6610516555267937, + "FN": 2177, + "FP": 6596, + "IoU": 0.4937096029547553, + "TN": 111761592, + "TP": 8555, + "n_pred": 15151, + "n_ref": 10732 + }, + "2": { + "Dice": 0.8272200852855898, + "FN": 57811, + "FP": 4222, + "IoU": 0.7053498059668173, + "TN": 111568389, + "TP": 148498, + "n_pred": 152720, + "n_ref": 206309 + }, + "3": { + "Dice": 0.6834304727325866, + "FN": 2640, + "FP": 53685, + "IoU": 0.5190994160035518, + "TN": 111661796, + "TP": 60799, + "n_pred": 114484, + "n_ref": 63439 + }, + "4": { + "Dice": 0.8460516271311035, + "FN": 3717, + "FP": 1728, + "IoU": 0.7331797912481012, + "TN": 111758513, + "TP": 14962, + "n_pred": 16690, + "n_ref": 18679 + }, + "5": { + "Dice": 0.47189482125932586, + "FN": 16707, + "FP": 5024, + "IoU": 0.30881043256997454, + "TN": 111747480, + "TP": 9709, + "n_pred": 14733, + "n_ref": 26416 + }, + "6": { + "Dice": 0.9660457819210477, + "FN": 38649, + "FP": 45432, + "IoU": 0.9343216218179603, + "TN": 110498727, + "TP": 1196112, + "n_pred": 1241544, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.8187004480385707, + "FN": 67905, + "FP": 7603, + "IoU": 0.6930506717616212, + "TN": 111532925, + "TP": 170487, + "n_pred": 178090, + "n_ref": 238392 + }, + "8": { + "Dice": 0.8841151430538701, + "FN": 44836, + "FP": 16090, + "IoU": 0.7922996154580413, + "TN": 111485584, + "TP": 232410, + "n_pred": 248500, + "n_ref": 277246 + }, + "9": { + "Dice": 0.8002954189358016, + "FN": 22366, + "FP": 6567, + "IoU": 0.6670770717787035, + "TN": 111692014, + "TP": 57973, + "n_pred": 64540, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8973993216686461, + "FN": 18821, + "FP": 14697, + "IoU": 0.8138933154174602, + "TN": 198907774, + "TP": 146583, + "n_pred": 161280, + "n_ref": 165404 + }, + "10": { + "Dice": 0.7463566882111523, + "FN": 17572, + "FP": 13391, + "IoU": 0.5953501136987376, + "TN": 199011357, + "TP": 45555, + "n_pred": 58946, + "n_ref": 63127 + }, + "11": { + "Dice": 0.7412741030021968, + "FN": 1398, + "FP": 722, + "IoU": 0.5889082800077564, + "TN": 199082718, + "TP": 3037, + "n_pred": 3759, + "n_ref": 4435 + }, + "12": { + "Dice": 0.6407676830212041, + "FN": 1265, + "FP": 1056, + "IoU": 0.47141881120473694, + "TN": 199083484, + "TP": 2070, + "n_pred": 3126, + "n_ref": 3335 + }, + "13": { + "Dice": 0.23837569126954022, + "FN": 29624, + "FP": 8525, + "IoU": 0.1353158503139237, + "TN": 199043756, + "TP": 5970, + "n_pred": 14495, + "n_ref": 35594 + }, + "14": { + "Dice": 0.5484628867645414, + "FN": 24888, + "FP": 11435, + "IoU": 0.3778497165270712, + "TN": 199029492, + "TP": 22060, + "n_pred": 33495, + "n_ref": 46948 + }, + "15": { + "Dice": 0.5983270792665042, + "FN": 79410, + "FP": 16, + "IoU": 0.4268664040062923, + "TN": 198949293, + "TP": 59156, + "n_pred": 59172, + "n_ref": 138566 + }, + "2": { + "Dice": 0.8793561870597392, + "FN": 18288, + "FP": 12249, + "IoU": 0.7846883879656201, + "TN": 198946048, + "TP": 111290, + "n_pred": 123539, + "n_ref": 129578 + }, + "3": { + "Dice": 0.9097333916535504, + "FN": 6760, + "FP": 19449, + "IoU": 0.8344136972453879, + "TN": 198929595, + "TP": 132071, + "n_pred": 151520, + "n_ref": 138831 + }, + "4": { + "Dice": 0.7843061139609039, + "FN": 2977, + "FP": 4802, + "IoU": 0.6451509898731868, + "TN": 199065953, + "TP": 14143, + "n_pred": 18945, + "n_ref": 17120 + }, + "5": { + "Dice": 0.6033721643163703, + "FN": 10227, + "FP": 2711, + "IoU": 0.4320207208393696, + "TN": 199065096, + "TP": 9841, + "n_pred": 12552, + "n_ref": 20068 + }, + "6": { + "Dice": 0.952476309611234, + "FN": 48662, + "FP": 61740, + "IoU": 0.9092646957299293, + "TN": 197871127, + "TP": 1106346, + "n_pred": 1168086, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.8260970159704337, + "FN": 20497, + "FP": 36627, + "IoU": 0.7037183031384366, + "TN": 198895072, + "TP": 135679, + "n_pred": 172306, + "n_ref": 156176 + }, + "8": { + "Dice": 0.9076292042657916, + "FN": 10481, + "FP": 11476, + "IoU": 0.8308801441874437, + "TN": 198958044, + "TP": 107874, + "n_pred": 119350, + "n_ref": 118355 + }, + "9": { + "Dice": 0.8765124591193059, + "FN": 16832, + "FP": 7560, + "IoU": 0.780171054173163, + "TN": 198976916, + "TP": 86567, + "n_pred": 94127, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8066249494689213, + "FN": 13771, + "FP": 68028, + "IoU": 0.6759190659382021, + "TN": 130822789, + "TP": 170604, + "n_pred": 238632, + "n_ref": 184375 + }, + "10": { + "Dice": 0.7825515749812539, + "FN": 19582, + "FP": 15507, + "IoU": 0.6427800627112432, + "TN": 130976964, + "TP": 63139, + "n_pred": 78646, + "n_ref": 82721 + }, + "11": { + "Dice": 0.6731307907778497, + "FN": 947, + "FP": 2087, + "IoU": 0.5073075673920104, + "TN": 131069034, + "TP": 3124, + "n_pred": 5211, + "n_ref": 4071 + }, + "12": { + "Dice": 0.717388954933535, + "FN": 1316, + "FP": 1299, + "IoU": 0.5593191776204921, + "TN": 131069258, + "TP": 3319, + "n_pred": 4618, + "n_ref": 4635 + }, + "13": { + "Dice": 0.47041443457183224, + "FN": 57360, + "FP": 16487, + "IoU": 0.30754371981808803, + "TN": 130968547, + "TP": 32798, + "n_pred": 49285, + "n_ref": 90158 + }, + "14": { + "Dice": 0.6421275850664384, + "FN": 7104, + "FP": 48081, + "IoU": 0.4728924293655797, + "TN": 130970498, + "TP": 49509, + "n_pred": 97590, + "n_ref": 56613 + }, + "15": { + "Dice": 0.7426150474799124, + "FN": 2163, + "FP": 15455, + "IoU": 0.5906027791978435, + "TN": 131032158, + "TP": 25416, + "n_pred": 40871, + "n_ref": 27579 + }, + "2": { + "Dice": 0.8974535531263387, + "FN": 18842, + "FP": 13475, + "IoU": 0.8139825362197881, + "TN": 130901461, + "TP": 141414, + "n_pred": 154889, + "n_ref": 160256 + }, + "3": { + "Dice": 0.8408642009978751, + "FN": 10416, + "FP": 57584, + "IoU": 0.7254233729315901, + "TN": 130827538, + "TP": 179654, + "n_pred": 237238, + "n_ref": 190070 + }, + "4": { + "Dice": 0.8191171071236065, + "FN": 20652, + "FP": 2503, + "IoU": 0.6936480425492505, + "TN": 130999609, + "TP": 52428, + "n_pred": 54931, + "n_ref": 73080 + }, + "5": { + "Dice": 0.7173637515842839, + "FN": 5360, + "FP": 1999, + "IoU": 0.5592885375494071, + "TN": 131058494, + "TP": 9339, + "n_pred": 11338, + "n_ref": 14699 + }, + "6": { + "Dice": 0.9122436459778058, + "FN": 39679, + "FP": 235118, + "IoU": 0.8386470394814102, + "TN": 129372112, + "TP": 1428283, + "n_pred": 1663401, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.6460339319674357, + "FN": 87575, + "FP": 668093, + "IoU": 0.4771418924155033, + "TN": 129629928, + "TP": 689596, + "n_pred": 1357689, + "n_ref": 777171 + }, + "8": { + "Dice": 0.9221696367708637, + "FN": 9815, + "FP": 10166, + "IoU": 0.8555795682059659, + "TN": 130936839, + "TP": 118372, + "n_pred": 128538, + "n_ref": 128187 + }, + "9": { + "Dice": 0.6881760600451697, + "FN": 25017, + "FP": 11709, + "IoU": 0.524594832496246, + "TN": 130997940, + "TP": 40526, + "n_pred": 52235, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8054720848165442, + "FN": 6460, + "FP": 94528, + "IoU": 0.6743016003044513, + "TN": 101307134, + "TP": 209078, + "n_pred": 303606, + "n_ref": 215538 + }, + "10": { + "Dice": 0.8001264332737499, + "FN": 9118, + "FP": 9220, + "IoU": 0.666842286939302, + "TN": 101562157, + "TP": 36705, + "n_pred": 45925, + "n_ref": 45823 + }, + "11": { + "Dice": 0.7736181457828673, + "FN": 1446, + "FP": 610, + "IoU": 0.6308134314957802, + "TN": 101611631, + "TP": 3513, + "n_pred": 4123, + "n_ref": 4959 + }, + "12": { + "Dice": 0.8036403205064794, + "FN": 1428, + "FP": 557, + "IoU": 0.6717380519265752, + "TN": 101611153, + "TP": 4062, + "n_pred": 4619, + "n_ref": 5490 + }, + "13": { + "Dice": 0.7583871510382002, + "FN": 8238, + "FP": 24797, + "IoU": 0.6108080724779397, + "TN": 101532319, + "TP": 51846, + "n_pred": 76643, + "n_ref": 60084 + }, + "14": { + "Dice": 0.9149891318150243, + "FN": 522, + "FP": 10859, + "IoU": 0.8432995084608077, + "TN": 101544571, + "TP": 61248, + "n_pred": 72107, + "n_ref": 61770 + }, + "15": { + "Dice": 0.8084903125653043, + "FN": 6184, + "FP": 6646, + "IoU": 0.6785427941471237, + "TN": 101577288, + "TP": 27082, + "n_pred": 33728, + "n_ref": 33266 + }, + "2": { + "Dice": 0.7237658117461309, + "FN": 73786, + "FP": 1445, + "IoU": 0.5671105024512625, + "TN": 101443412, + "TP": 98557, + "n_pred": 100002, + "n_ref": 172343 + }, + "3": { + "Dice": 0.8211193500232484, + "FN": 5207, + "FP": 67889, + "IoU": 0.6965245803631109, + "TN": 101376337, + "TP": 167767, + "n_pred": 235656, + "n_ref": 172974 + }, + "4": { + "Dice": 0.307036887375166, + "FN": 2916, + "FP": 57105, + "IoU": 0.18136064813551925, + "TN": 101543882, + "TP": 13297, + "n_pred": 70402, + "n_ref": 16213 + }, + "5": { + "Dice": 0.6758562460996292, + "FN": 11960, + "FP": 5700, + "IoU": 0.5104100246735604, + "TN": 101581129, + "TP": 18411, + "n_pred": 24111, + "n_ref": 30371 + }, + "6": { + "Dice": 0.9195575733179069, + "FN": 153950, + "FP": 87450, + "IoU": 0.8510935433568229, + "TN": 99996048, + "TP": 1379752, + "n_pred": 1467202, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.9129609379222162, + "FN": 30846, + "FP": 44849, + "IoU": 0.8398602863241805, + "TN": 101144519, + "TP": 396986, + "n_pred": 441835, + "n_ref": 427832 + }, + "8": { + "Dice": 0.8889258745850509, + "FN": 36999, + "FP": 11719, + "IoU": 0.8000599188223079, + "TN": 101373537, + "TP": 194945, + "n_pred": 206664, + "n_ref": 231944 + }, + "9": { + "Dice": 0.8258998135233863, + "FN": 16335, + "FP": 10927, + "IoU": 0.703432145771009, + "TN": 101525275, + "TP": 64663, + "n_pred": 75590, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9343585850546706, + "FN": 20814, + "FP": 5991, + "IoU": 0.8768039341851274, + "TN": 118964632, + "TP": 190775, + "n_pred": 196766, + "n_ref": 211589 + }, + "10": { + "Dice": 0.7982494298783301, + "FN": 20192, + "FP": 10418, + "IoU": 0.6642388609788737, + "TN": 119091046, + "TP": 60556, + "n_pred": 70974, + "n_ref": 80748 + }, + "11": { + "Dice": 0.5589477102955505, + "FN": 2317, + "FP": 399, + "IoU": 0.38787469010592746, + "TN": 119177775, + "TP": 1721, + "n_pred": 2120, + "n_ref": 4038 + }, + "12": { + "Dice": 0.40123992560446375, + "FN": 2517, + "FP": 2312, + "IoU": 0.2509694431518536, + "TN": 119175765, + "TP": 1618, + "n_pred": 3930, + "n_ref": 4135 + }, + "13": { + "Dice": 0.5533057242474342, + "FN": 16174, + "FP": 11115, + "IoU": 0.3824620954967187, + "TN": 119138022, + "TP": 16901, + "n_pred": 28016, + "n_ref": 33075 + }, + "14": { + "Dice": 0.1547406082289803, + "FN": 58774, + "FP": 18716, + "IoU": 0.0838584585555017, + "TN": 119097629, + "TP": 7093, + "n_pred": 25809, + "n_ref": 65867 + }, + "15": { + "Dice": 0.5522620904836193, + "FN": 11693, + "FP": 2944, + "IoU": 0.38146551724137934, + "TN": 119158548, + "TP": 9027, + "n_pred": 11971, + "n_ref": 20720 + }, + "2": { + "Dice": 0.8741848338962616, + "FN": 38323, + "FP": 6340, + "IoU": 0.7764905467756948, + "TN": 118982386, + "TP": 155163, + "n_pred": 161503, + "n_ref": 193486 + }, + "3": { + "Dice": 0.9021750634403759, + "FN": 13729, + "FP": 26016, + "IoU": 0.8217840872403773, + "TN": 118959196, + "TP": 183271, + "n_pred": 209287, + "n_ref": 197000 + }, + "4": { + "Dice": 0.7208329080330713, + "FN": 15089, + "FP": 6791, + "IoU": 0.5635173954676029, + "TN": 119132084, + "TP": 28248, + "n_pred": 35039, + "n_ref": 43337 + }, + "5": { + "Dice": 0.7541990987300287, + "FN": 6676, + "FP": 524, + "IoU": 0.6053929628411706, + "TN": 119163966, + "TP": 11046, + "n_pred": 11570, + "n_ref": 17722 + }, + "6": { + "Dice": 0.9404719359148813, + "FN": 57348, + "FP": 155524, + "IoU": 0.887632869571001, + "TN": 117287779, + "TP": 1681561, + "n_pred": 1837085, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.8274034225134319, + "FN": 56308, + "FP": 44370, + "IoU": 0.7056164399583621, + "TN": 118840216, + "TP": 241318, + "n_pred": 285688, + "n_ref": 297626 + }, + "8": { + "Dice": 0.9392814106189903, + "FN": 5776, + "FP": 4100, + "IoU": 0.8855142353704906, + "TN": 119095948, + "TP": 76388, + "n_pred": 80488, + "n_ref": 82164 + }, + "9": { + "Dice": 0.798355947974054, + "FN": 25889, + "FP": 4234, + "IoU": 0.6643863851596011, + "TN": 119092457, + "TP": 59632, + "n_pred": 63866, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 78342, + "IoU": 0.0, + "TN": 61254138, + "TP": 0, + "n_pred": 78342, + "n_ref": 0 + }, + "10": { + "Dice": 0.6836712978445262, + "FN": 11940, + "FP": 8870, + "IoU": 0.5193773384451937, + "TN": 61289182, + "TP": 22488, + "n_pred": 31358, + "n_ref": 34428 + }, + "11": { + "Dice": 0.7751876728565784, + "FN": 921, + "FP": 786, + "IoU": 0.6329032258064516, + "TN": 61327830, + "TP": 2943, + "n_pred": 3729, + "n_ref": 3864 + }, + "12": { + "Dice": 0.4067179846046186, + "FN": 3397, + "FP": 842, + "IoU": 0.2552705551651441, + "TN": 61326788, + "TP": 1453, + "n_pred": 2295, + "n_ref": 4850 + }, + "13": { + "Dice": 0.43888208677136015, + "FN": 32085, + "FP": 20618, + "IoU": 0.2811332078457048, + "TN": 61259166, + "TP": 20611, + "n_pred": 41229, + "n_ref": 52696 + }, + "14": { + "Dice": 0.8933813895171402, + "FN": 48979, + "FP": 3913, + "IoU": 0.8073073966534178, + "TN": 61057991, + "TP": 221597, + "n_pred": 225510, + "n_ref": 270576 + }, + "15": { + "Dice": 0.4553465989607936, + "FN": 67381, + "FP": 6413, + "IoU": 0.29478884949493983, + "TN": 61227839, + "TP": 30847, + "n_pred": 37260, + "n_ref": 98228 + }, + "2": { + "Dice": 0.776407554187792, + "FN": 55738, + "FP": 4856, + "IoU": 0.6345311764918756, + "TN": 61166682, + "TP": 105204, + "n_pred": 110060, + "n_ref": 160942 + }, + "3": { + "Dice": 0.786007387443906, + "FN": 5862, + "FP": 60994, + "IoU": 0.6474564831073777, + "TN": 61142841, + "TP": 122783, + "n_pred": 183777, + "n_ref": 128645 + }, + "4": { + "Dice": 0.8988714961776484, + "FN": 5151, + "FP": 3183, + "IoU": 0.8163184342766464, + "TN": 61287108, + "TP": 37038, + "n_pred": 40221, + "n_ref": 42189 + }, + "5": { + "Dice": 0.7996315627878415, + "FN": 2061, + "FP": 1202, + "IoU": 0.6661551053816247, + "TN": 61322706, + "TP": 6511, + "n_pred": 7713, + "n_ref": 8572 + }, + "6": { + "Dice": 0.9375960178096285, + "FN": 25463, + "FP": 131696, + "IoU": 0.8825230642270139, + "TN": 59994694, + "TP": 1180627, + "n_pred": 1312323, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.5360869929547052, + "FN": 121059, + "FP": 22883, + "IoU": 0.36620140020254505, + "TN": 61105370, + "TP": 83168, + "n_pred": 106051, + "n_ref": 204227 + }, + "8": { + "Dice": 0.92070804117939, + "FN": 9861, + "FP": 2601, + "IoU": 0.8530667106845568, + "TN": 61247666, + "TP": 72352, + "n_pred": 74953, + "n_ref": 82213 + }, + "9": { + "Dice": 0.8268593397852313, + "FN": 7241, + "FP": 16267, + "IoU": 0.704825404000452, + "TN": 61252839, + "TP": 56133, + "n_pred": 72400, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9704452983725136, + "FN": 5426, + "FP": 5034, + "IoU": 0.9425874087491081, + "TN": 148925310, + "TP": 171730, + "n_pred": 176764, + "n_ref": 177156 + }, + "10": { + "Dice": 0.7731967190778538, + "FN": 16054, + "FP": 17238, + "IoU": 0.6302532207907596, + "TN": 149017460, + "TP": 56748, + "n_pred": 73986, + "n_ref": 72802 + }, + "11": { + "Dice": 0.7802489287900428, + "FN": 692, + "FP": 385, + "IoU": 0.6396788223486116, + "TN": 149104511, + "TP": 1912, + "n_pred": 2297, + "n_ref": 2604 + }, + "12": { + "Dice": 0.5765563656758272, + "FN": 1069, + "FP": 441, + "IoU": 0.40504334121355395, + "TN": 149104962, + "TP": 1028, + "n_pred": 1469, + "n_ref": 2097 + }, + "13": { + "Dice": 0.39217376011255717, + "FN": 62068, + "FP": 7054, + "IoU": 0.24391551175331708, + "TN": 149016079, + "TP": 22299, + "n_pred": 29353, + "n_ref": 84367 + }, + "14": { + "Dice": 0.8831217864328473, + "FN": 4182, + "FP": 19345, + "IoU": 0.7907055359350953, + "TN": 148995089, + "TP": 88884, + "n_pred": 108229, + "n_ref": 93066 + }, + "15": { + "Dice": 0.7664130053528129, + "FN": 12915, + "FP": 2402, + "IoU": 0.6212881691185561, + "TN": 149067055, + "TP": 25128, + "n_pred": 27530, + "n_ref": 38043 + }, + "2": { + "Dice": 0.9319214011218995, + "FN": 15625, + "FP": 5031, + "IoU": 0.8725213688400654, + "TN": 148945465, + "TP": 141379, + "n_pred": 146410, + "n_ref": 157004 + }, + "3": { + "Dice": 0.7051642966563204, + "FN": 16125, + "FP": 20636, + "IoU": 0.5445975074948589, + "TN": 149026778, + "TP": 43961, + "n_pred": 64597, + "n_ref": 60086 + }, + "4": { + "Dice": 0.9075823283629378, + "FN": 2917, + "FP": 1750, + "IoU": 0.8308015806837545, + "TN": 149079917, + "TP": 22916, + "n_pred": 24666, + "n_ref": 25833 + }, + "5": { + "Dice": 0.22597682288996002, + "FN": 29309, + "FP": 881, + "IoU": 0.1273809867907622, + "TN": 149072903, + "TP": 4407, + "n_pred": 5288, + "n_ref": 33716 + }, + "6": { + "Dice": 0.967680441371954, + "FN": 31938, + "FP": 39811, + "IoU": 0.9373845853100008, + "TN": 147961632, + "TP": 1074119, + "n_pred": 1113930, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.8732336017495185, + "FN": 55916, + "FP": 7731, + "IoU": 0.7749908083036371, + "TN": 148824636, + "TP": 219217, + "n_pred": 226948, + "n_ref": 275133 + }, + "8": { + "Dice": 0.9279873092116778, + "FN": 19643, + "FP": 12860, + "IoU": 0.8656495554444109, + "TN": 148865573, + "TP": 209424, + "n_pred": 222284, + "n_ref": 229067 + }, + "9": { + "Dice": 0.8204797654255453, + "FN": 22569, + "FP": 5839, + "IoU": 0.695604654651437, + "TN": 149014174, + "TP": 64918, + "n_pred": 70757, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6779944683833397, + "FN": 208441, + "FP": 82851, + "IoU": 0.5128529738859947, + "TN": 100114845, + "TP": 306663, + "n_pred": 389514, + "n_ref": 515104 + }, + "10": { + "Dice": 0.4825424166738438, + "FN": 24464, + "FP": 5577, + "IoU": 0.3179940065383218, + "TN": 100668752, + "TP": 14007, + "n_pred": 19584, + "n_ref": 38471 + }, + "11": { + "Dice": 0.2418020226785167, + "FN": 2692, + "FP": 2256, + "IoU": 0.13752832490848876, + "TN": 100707063, + "TP": 789, + "n_pred": 3045, + "n_ref": 3481 + }, + "12": { + "Dice": 0.5904073459021197, + "FN": 2851, + "FP": 1342, + "IoU": 0.41884961884961885, + "TN": 100705585, + "TP": 3022, + "n_pred": 4364, + "n_ref": 5873 + }, + "13": { + "Dice": 0.04622514940846445, + "FN": 38018, + "FP": 8902, + "IoU": 0.023659404457207066, + "TN": 100664743, + "TP": 1137, + "n_pred": 10039, + "n_ref": 39155 + }, + "14": { + "Dice": 0.28821979173623347, + "FN": 125843, + "FP": 12710, + "IoU": 0.16837429849044147, + "TN": 100546195, + "TP": 28052, + "n_pred": 40762, + "n_ref": 153895 + }, + "15": { + "Dice": 0.703003074012769, + "FN": 41752, + "FP": 3464, + "IoU": 0.5420237010027348, + "TN": 100614070, + "TP": 53514, + "n_pred": 56978, + "n_ref": 95266 + }, + "2": { + "Dice": 0.2699077896335622, + "FN": 194416, + "FP": 15165, + "IoU": 0.1560077480358085, + "TN": 100464479, + "TP": 38740, + "n_pred": 53905, + "n_ref": 233156 + }, + "3": { + "Dice": 0.6438882002479107, + "FN": 30709, + "FP": 183035, + "IoU": 0.4748046587055875, + "TN": 100305820, + "TP": 193236, + "n_pred": 376271, + "n_ref": 223945 + }, + "4": { + "Dice": 0.45463772810711583, + "FN": 36600, + "FP": 13906, + "IoU": 0.2941949188071215, + "TN": 100641242, + "TP": 21052, + "n_pred": 34958, + "n_ref": 57652 + }, + "5": { + "Dice": 0.16868892945345215, + "FN": 14902, + "FP": 582, + "IoU": 0.09211374963353855, + "TN": 100695745, + "TP": 1571, + "n_pred": 2153, + "n_ref": 16473 + }, + "6": { + "Dice": 0.6147215562124703, + "FN": 955368, + "FP": 451964, + "IoU": 0.44375306565208816, + "TN": 98182751, + "TP": 1122717, + "n_pred": 1574681, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.5664198982138442, + "FN": 50874, + "FP": 135020, + "IoU": 0.3951086496723264, + "TN": 100405482, + "TP": 121424, + "n_pred": 256444, + "n_ref": 172298 + }, + "8": { + "Dice": 0.8841283171774397, + "FN": 12831, + "FP": 11590, + "IoU": 0.7923207755761544, + "TN": 100595210, + "TP": 93169, + "n_pred": 104759, + "n_ref": 106000 + }, + "9": { + "Dice": 0.6963340157635582, + "FN": 41823, + "FP": 10536, + "IoU": 0.534135295530781, + "TN": 100600409, + "TP": 60032, + "n_pred": 70568, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9488987388330933, + "FN": 1729, + "FP": 6468, + "IoU": 0.9027662451661882, + "TN": 78866398, + "TP": 76105, + "n_pred": 82573, + "n_ref": 77834 + }, + "10": { + "Dice": 0.3913851450480233, + "FN": 28940, + "FP": 2173, + "IoU": 0.24330568864459956, + "TN": 78909583, + "TP": 10004, + "n_pred": 12177, + "n_ref": 38944 + }, + "11": { + "Dice": 0.20367386400257814, + "FN": 1052, + "FP": 1419, + "IoU": 0.11338356655902404, + "TN": 78947913, + "TP": 316, + "n_pred": 1735, + "n_ref": 1368 + }, + "12": { + "Dice": 0.013964313421256789, + "FN": 2542, + "FP": 0, + "IoU": 0.00703125, + "TN": 78948140, + "TP": 18, + "n_pred": 18, + "n_ref": 2560 + }, + "13": { + "Dice": 0.18090959105079774, + "FN": 53486, + "FP": 112, + "IoU": 0.09945057714602551, + "TN": 78891183, + "TP": 5919, + "n_pred": 6031, + "n_ref": 59405 + }, + "14": { + "Dice": 0.6088523361818279, + "FN": 10205, + "FP": 11720, + "IoU": 0.43766190463977017, + "TN": 78911711, + "TP": 17064, + "n_pred": 28784, + "n_ref": 27269 + }, + "15": { + "Dice": 0.902390856024328, + "FN": 7486, + "FP": 3684, + "IoU": 0.8221422543509068, + "TN": 78887897, + "TP": 51633, + "n_pred": 55317, + "n_ref": 59119 + }, + "2": { + "Dice": 0.8940724923642458, + "FN": 17426, + "FP": 2169, + "IoU": 0.8084367973408936, + "TN": 78848410, + "TP": 82695, + "n_pred": 84864, + "n_ref": 100121 + }, + "3": { + "Dice": 0.9139205068289173, + "FN": 2739, + "FP": 12696, + "IoU": 0.8414858328284022, + "TN": 78853327, + "TP": 81938, + "n_pred": 94634, + "n_ref": 84677 + }, + "4": { + "Dice": 0.8850967702545943, + "FN": 2631, + "FP": 1133, + "IoU": 0.7938776627785992, + "TN": 78932439, + "TP": 14497, + "n_pred": 15630, + "n_ref": 17128 + }, + "5": { + "Dice": 0.2863395257011013, + "FN": 28779, + "FP": 1224, + "IoU": 0.16709233246349453, + "TN": 78914678, + "TP": 6019, + "n_pred": 7243, + "n_ref": 34798 + }, + "6": { + "Dice": 0.9461261119954556, + "FN": 37533, + "FP": 38718, + "IoU": 0.8977602754603744, + "TN": 78204894, + "TP": 669555, + "n_pred": 708273, + "n_ref": 707088 + }, + "7": { + "Dice": 0.5838400428831273, + "FN": 415055, + "FP": 21260, + "IoU": 0.41226984278792467, + "TN": 78208327, + "TP": 306058, + "n_pred": 327318, + "n_ref": 721113 + }, + "8": { + "Dice": 0.7386531556054654, + "FN": 136409, + "FP": 1366, + "IoU": 0.5856066940572797, + "TN": 78618226, + "TP": 194699, + "n_pred": 196065, + "n_ref": 331108 + }, + "9": { + "Dice": 0.6468478173670881, + "FN": 28827, + "FP": 1988, + "IoU": 0.4780303543600515, + "TN": 78891664, + "TP": 28221, + "n_pred": 30209, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9048198084677419, + "FN": 4588, + "FP": 25626, + "IoU": 0.8261835042887469, + "TN": 104830613, + "TP": 143613, + "n_pred": 169239, + "n_ref": 148201 + }, + "10": { + "Dice": 0.8094788624476698, + "FN": 14338, + "FP": 19976, + "IoU": 0.6799365730808693, + "TN": 104897230, + "TP": 72896, + "n_pred": 92872, + "n_ref": 87234 + }, + "11": { + "Dice": 0.8312852022529442, + "FN": 1084, + "FP": 234, + "IoU": 0.7112814895947426, + "TN": 104999875, + "TP": 3247, + "n_pred": 3481, + "n_ref": 4331 + }, + "12": { + "Dice": 0.6752908142799839, + "FN": 1466, + "FP": 1772, + "IoU": 0.5097653292959878, + "TN": 104997835, + "TP": 3367, + "n_pred": 5139, + "n_ref": 4833 + }, + "13": { + "Dice": 0.7482090700610298, + "FN": 27737, + "FP": 5970, + "IoU": 0.5977108893875018, + "TN": 104920652, + "TP": 50081, + "n_pred": 56051, + "n_ref": 77818 + }, + "14": { + "Dice": 0.94804458457794, + "FN": 1527, + "FP": 5987, + "IoU": 0.9012212596458479, + "TN": 104928371, + "TP": 68555, + "n_pred": 74542, + "n_ref": 70082 + }, + "15": { + "Dice": 0.8771292300704066, + "FN": 1188, + "FP": 5304, + "IoU": 0.7811488673139159, + "TN": 104974776, + "TP": 23172, + "n_pred": 28476, + "n_ref": 24360 + }, + "2": { + "Dice": 0.8428786623231533, + "FN": 45132, + "FP": 1701, + "IoU": 0.7284272054090727, + "TN": 104831989, + "TP": 125618, + "n_pred": 127319, + "n_ref": 170750 + }, + "3": { + "Dice": 0.8744122938972952, + "FN": 5317, + "FP": 37261, + "IoU": 0.7768495419383241, + "TN": 104813636, + "TP": 148226, + "n_pred": 185487, + "n_ref": 153543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2379, + "IoU": 0.0, + "TN": 105002061, + "TP": 0, + "n_pred": 2379, + "n_ref": 0 + }, + "5": { + "Dice": 0.6232256418666521, + "FN": 12979, + "FP": 7698, + "IoU": 0.45267086664196093, + "TN": 104966662, + "TP": 17101, + "n_pred": 24799, + "n_ref": 30080 + }, + "6": { + "Dice": 0.9415883160260955, + "FN": 28051, + "FP": 121804, + "IoU": 0.8896238867005088, + "TN": 103646764, + "TP": 1207821, + "n_pred": 1329625, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.8654052278712286, + "FN": 10077, + "FP": 58360, + "IoU": 0.7627438880645654, + "TN": 104715988, + "TP": 220015, + "n_pred": 278375, + "n_ref": 230092 + }, + "8": { + "Dice": 0.8983292034026854, + "FN": 64736, + "FP": 3497, + "IoU": 0.8154243592344627, + "TN": 104634765, + "TP": 301442, + "n_pred": 304939, + "n_ref": 366178 + }, + "9": { + "Dice": 0.9055502068642503, + "FN": 6551, + "FP": 11598, + "IoU": 0.8274022367620207, + "TN": 104899288, + "TP": 87003, + "n_pred": 98601, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7973765733582652, + "FN": 132412, + "FP": 12792, + "IoU": 0.6630309668795485, + "TN": 177245376, + "TP": 285708, + "n_pred": 298500, + "n_ref": 418120 + }, + "10": { + "Dice": 0.45453595218411774, + "FN": 48044, + "FP": 9359, + "IoU": 0.2941096901131333, + "TN": 177594968, + "TP": 23917, + "n_pred": 33276, + "n_ref": 71961 + }, + "11": { + "Dice": 0.767636684303351, + "FN": 1261, + "FP": 847, + "IoU": 0.6228980322003578, + "TN": 177670698, + "TP": 3482, + "n_pred": 4329, + "n_ref": 4743 + }, + "12": { + "Dice": 0.7280550774526678, + "FN": 1391, + "FP": 1453, + "IoU": 0.5723951285520974, + "TN": 177669637, + "TP": 3807, + "n_pred": 5260, + "n_ref": 5198 + }, + "13": { + "Dice": 0.733526742115241, + "FN": 26009, + "FP": 11099, + "IoU": 0.5791884965185639, + "TN": 177588106, + "TP": 51074, + "n_pred": 62173, + "n_ref": 77083 + }, + "14": { + "Dice": 0.9464453531787356, + "FN": 1720, + "FP": 6714, + "IoU": 0.8983353222676261, + "TN": 177593329, + "TP": 74525, + "n_pred": 81239, + "n_ref": 76245 + }, + "15": { + "Dice": 0.8346079747796136, + "FN": 1725, + "FP": 6774, + "IoU": 0.7161607053401463, + "TN": 177646345, + "TP": 21444, + "n_pred": 28218, + "n_ref": 23169 + }, + "2": { + "Dice": 0.8695808937067432, + "FN": 47953, + "FP": 1964, + "IoU": 0.7692553043960616, + "TN": 177459958, + "TP": 166413, + "n_pred": 168377, + "n_ref": 214366 + }, + "3": { + "Dice": 0.8889705981872567, + "FN": 10002, + "FP": 39218, + "IoU": 0.8001323787982766, + "TN": 177430025, + "TP": 197043, + "n_pred": 236261, + "n_ref": 207045 + }, + "4": { + "Dice": 0.5959632617738199, + "FN": 13085, + "FP": 15861, + "IoU": 0.4244641507933352, + "TN": 177625994, + "TP": 21348, + "n_pred": 37209, + "n_ref": 34433 + }, + "5": { + "Dice": 0.7069770783933319, + "FN": 11503, + "FP": 4809, + "IoU": 0.5467629897193665, + "TN": 177640298, + "TP": 19678, + "n_pred": 24487, + "n_ref": 31181 + }, + "6": { + "Dice": 0.8979612136582958, + "FN": 189632, + "FP": 177616, + "IoU": 0.8148181577520894, + "TN": 175693113, + "TP": 1615927, + "n_pred": 1793543, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.8010523672556271, + "FN": 17278, + "FP": 157024, + "IoU": 0.6681295707820285, + "TN": 177151077, + "TP": 350909, + "n_pred": 507933, + "n_ref": 368187 + }, + "8": { + "Dice": 0.8854267808279637, + "FN": 18887, + "FP": 27841, + "IoU": 0.7944088065256989, + "TN": 177449002, + "TP": 180558, + "n_pred": 208399, + "n_ref": 199445 + }, + "9": { + "Dice": 0.9034980430528375, + "FN": 17032, + "FP": 8216, + "IoU": 0.8239821528165087, + "TN": 177532848, + "TP": 118192, + "n_pred": 126408, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9544589204134633, + "FN": 10835, + "FP": 5982, + "IoU": 0.9128851453554631, + "TN": 193812491, + "TP": 176227, + "n_pred": 182209, + "n_ref": 187062 + }, + "10": { + "Dice": 0.8376723793417006, + "FN": 14731, + "FP": 13296, + "IoU": 0.7206852564230333, + "TN": 193905193, + "TP": 72315, + "n_pred": 85611, + "n_ref": 87046 + }, + "11": { + "Dice": 0.5199632859109683, + "FN": 1979, + "FP": 113, + "IoU": 0.35131782945736434, + "TN": 194002310, + "TP": 1133, + "n_pred": 1246, + "n_ref": 3112 + }, + "12": { + "Dice": 0.6985539488320356, + "FN": 1752, + "FP": 145, + "IoU": 0.5367521367521367, + "TN": 194001440, + "TP": 2198, + "n_pred": 2343, + "n_ref": 3950 + }, + "13": { + "Dice": 0.631305900072519, + "FN": 32926, + "FP": 6730, + "IoU": 0.4612468922792669, + "TN": 193931928, + "TP": 33951, + "n_pred": 40681, + "n_ref": 66877 + }, + "14": { + "Dice": 0.8550616661317684, + "FN": 1303, + "FP": 23987, + "IoU": 0.7468189690556518, + "TN": 193905646, + "TP": 74599, + "n_pred": 98586, + "n_ref": 75902 + }, + "15": { + "Dice": 0.746202743392439, + "FN": 4238, + "FP": 7141, + "IoU": 0.5951542320418401, + "TN": 193977428, + "TP": 16728, + "n_pred": 23869, + "n_ref": 20966 + }, + "2": { + "Dice": 0.9613047324834297, + "FN": 6337, + "FP": 4335, + "IoU": 0.9254925506513817, + "TN": 193862301, + "TP": 132562, + "n_pred": 136897, + "n_ref": 138899 + }, + "3": { + "Dice": 0.9593799809030551, + "FN": 5445, + "FP": 5488, + "IoU": 0.921931121155645, + "TN": 193865492, + "TP": 129110, + "n_pred": 134598, + "n_ref": 134555 + }, + "4": { + "Dice": 0.8812588736393753, + "FN": 2408, + "FP": 2610, + "IoU": 0.7877236769744913, + "TN": 193981896, + "TP": 18621, + "n_pred": 21231, + "n_ref": 21029 + }, + "5": { + "Dice": 0.44645981033054044, + "FN": 17572, + "FP": 6476, + "IoU": 0.2873822082617199, + "TN": 193971789, + "TP": 9698, + "n_pred": 16174, + "n_ref": 27270 + }, + "6": { + "Dice": 0.9466376198199926, + "FN": 32925, + "FP": 119531, + "IoU": 0.898681818937015, + "TN": 192500810, + "TP": 1352269, + "n_pred": 1471800, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.8976973799452562, + "FN": 27297, + "FP": 39866, + "IoU": 0.8143837850087609, + "TN": 193643697, + "TP": 294675, + "n_pred": 334541, + "n_ref": 321972 + }, + "8": { + "Dice": 0.94197836696615, + "FN": 18764, + "FP": 8663, + "IoU": 0.8903205166656669, + "TN": 193755470, + "TP": 222638, + "n_pred": 231301, + "n_ref": 241402 + }, + "9": { + "Dice": 0.7873503836910968, + "FN": 30597, + "FP": 6037, + "IoU": 0.6492810232255347, + "TN": 193901081, + "TP": 67820, + "n_pred": 73857, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9616515527456712, + "FN": 5545, + "FP": 3141, + "IoU": 0.9261356871949249, + "TN": 99538206, + "TP": 108908, + "n_pred": 112049, + "n_ref": 114453 + }, + "10": { + "Dice": 0.8386800547969951, + "FN": 15974, + "FP": 5458, + "IoU": 0.7221782922624217, + "TN": 99578657, + "TP": 55711, + "n_pred": 61169, + "n_ref": 71685 + }, + "11": { + "Dice": 0.5189058728881738, + "FN": 2352, + "FP": 40, + "IoU": 0.3503530689842477, + "TN": 99652118, + "TP": 1290, + "n_pred": 1330, + "n_ref": 3642 + }, + "12": { + "Dice": 0.5241210139002453, + "FN": 2286, + "FP": 42, + "IoU": 0.35512465373961216, + "TN": 99652190, + "TP": 1282, + "n_pred": 1324, + "n_ref": 3568 + }, + "13": { + "Dice": 0.6129032258064516, + "FN": 22859, + "FP": 5653, + "IoU": 0.4418604651162791, + "TN": 99604716, + "TP": 22572, + "n_pred": 28225, + "n_ref": 45431 + }, + "14": { + "Dice": 0.5995670029461655, + "FN": 27277, + "FP": 8605, + "IoU": 0.4281297314527054, + "TN": 99593055, + "TP": 26863, + "n_pred": 35468, + "n_ref": 54140 + }, + "15": { + "Dice": 0.6477792941420354, + "FN": 19198, + "FP": 1191, + "IoU": 0.47904849506873115, + "TN": 99616662, + "TP": 18749, + "n_pred": 19940, + "n_ref": 37947 + }, + "2": { + "Dice": 0.9547250943413059, + "FN": 7734, + "FP": 2416, + "IoU": 0.9133722518093678, + "TN": 99538632, + "TP": 107018, + "n_pred": 109434, + "n_ref": 114752 + }, + "3": { + "Dice": 0.957693306920404, + "FN": 5848, + "FP": 4574, + "IoU": 0.9188210277061605, + "TN": 99527417, + "TP": 117961, + "n_pred": 122535, + "n_ref": 123809 + }, + "4": { + "Dice": 0.8491616819400654, + "FN": 4497, + "FP": 622, + "IoU": 0.7378635804997952, + "TN": 99636272, + "TP": 14409, + "n_pred": 15031, + "n_ref": 18906 + }, + "5": { + "Dice": 0.837465564738292, + "FN": 734, + "FP": 1685, + "IoU": 0.7203791469194313, + "TN": 99647149, + "TP": 6232, + "n_pred": 7917, + "n_ref": 6966 + }, + "6": { + "Dice": 0.9650904718539806, + "FN": 47417, + "FP": 47115, + "IoU": 0.9325360774123748, + "TN": 98254577, + "TP": 1306691, + "n_pred": 1353806, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.9134693926222716, + "FN": 13765, + "FP": 15261, + "IoU": 0.8407212704544706, + "TN": 99473566, + "TP": 153208, + "n_pred": 168469, + "n_ref": 166973 + }, + "8": { + "Dice": 0.958446323981572, + "FN": 5847, + "FP": 2397, + "IoU": 0.9202082869559326, + "TN": 99552481, + "TP": 95075, + "n_pred": 97472, + "n_ref": 100922 + }, + "9": { + "Dice": 0.9115034162383931, + "FN": 11554, + "FP": 4753, + "IoU": 0.837396671552644, + "TN": 99555513, + "TP": 83980, + "n_pred": 88733, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9450742682779186, + "FN": 44899, + "FP": 1830, + "IoU": 0.8958680595790957, + "TN": 62634772, + "TP": 402019, + "n_pred": 403849, + "n_ref": 446918 + }, + "10": { + "Dice": 0.8462754280696619, + "FN": 13019, + "FP": 7989, + "IoU": 0.7335159956364006, + "TN": 63004686, + "TP": 57826, + "n_pred": 65815, + "n_ref": 70845 + }, + "11": { + "Dice": 0.738994692475804, + "FN": 1178, + "FP": 494, + "IoU": 0.5860361475612775, + "TN": 63079481, + "TP": 2367, + "n_pred": 2861, + "n_ref": 3545 + }, + "12": { + "Dice": 0.7093862815884476, + "FN": 1144, + "FP": 788, + "IoU": 0.5496503496503496, + "TN": 63079230, + "TP": 2358, + "n_pred": 3146, + "n_ref": 3502 + }, + "13": { + "Dice": 0.5707706790830217, + "FN": 23222, + "FP": 10518, + "IoU": 0.39935556228081104, + "TN": 63027347, + "TP": 22433, + "n_pred": 32951, + "n_ref": 45655 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 63083520, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 63083520, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9774330436448848, + "FN": 1549, + "FP": 4104, + "IoU": 0.9558621443517912, + "TN": 62955444, + "TP": 122423, + "n_pred": 126527, + "n_ref": 123972 + }, + "3": { + "Dice": 0.9822874138375188, + "FN": 1757, + "FP": 2781, + "IoU": 0.9651913783845977, + "TN": 62953150, + "TP": 125832, + "n_pred": 128613, + "n_ref": 127589 + }, + "4": { + "Dice": 0.16048001627173802, + "FN": 16451, + "FP": 59, + "IoU": 0.08724015922158337, + "TN": 63065432, + "TP": 1578, + "n_pred": 1637, + "n_ref": 18029 + }, + "5": { + "Dice": 0.5140931615460852, + "FN": 10470, + "FP": 1787, + "IoU": 0.3459794034469879, + "TN": 63064779, + "TP": 6484, + "n_pred": 8271, + "n_ref": 16954 + }, + "6": { + "Dice": 0.8992688821155327, + "FN": 173904, + "FP": 40215, + "IoU": 0.8169741615408024, + "TN": 61913636, + "TP": 955765, + "n_pred": 995980, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.7544563503487693, + "FN": 13832, + "FP": 79135, + "IoU": 0.605724536879962, + "TN": 62847728, + "TP": 142825, + "n_pred": 221960, + "n_ref": 156657 + }, + "8": { + "Dice": 0.8679761681273405, + "FN": 24111, + "FP": 2613, + "IoU": 0.766747257159316, + "TN": 62968949, + "TP": 87847, + "n_pred": 90460, + "n_ref": 111958 + }, + "9": { + "Dice": 0.9034153421194316, + "FN": 4296, + "FP": 3956, + "IoU": 0.8238445938734124, + "TN": 63036675, + "TP": 38593, + "n_pred": 42549, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9148090454104093, + "FN": 25610, + "FP": 27821, + "IoU": 0.8429936146642336, + "TN": 109268507, + "TP": 286880, + "n_pred": 314701, + "n_ref": 312490 + }, + "10": { + "Dice": 0.5860368243683015, + "FN": 27151, + "FP": 58712, + "IoU": 0.41446399345335516, + "TN": 109462178, + "TP": 60777, + "n_pred": 119489, + "n_ref": 87928 + }, + "11": { + "Dice": 0.6915571744503708, + "FN": 1808, + "FP": 563, + "IoU": 0.5285344999005767, + "TN": 109603789, + "TP": 2658, + "n_pred": 3221, + "n_ref": 4466 + }, + "12": { + "Dice": 0.6217886178861789, + "FN": 2169, + "FP": 157, + "IoU": 0.45115620575743276, + "TN": 109604580, + "TP": 1912, + "n_pred": 2069, + "n_ref": 4081 + }, + "13": { + "Dice": 0.35617698795724145, + "FN": 61037, + "FP": 10334, + "IoU": 0.2166759957415517, + "TN": 109517705, + "TP": 19742, + "n_pred": 30076, + "n_ref": 80779 + }, + "14": { + "Dice": 0.5828838212864105, + "FN": 34242, + "FP": 55458, + "IoU": 0.41131689133316707, + "TN": 109456444, + "TP": 62674, + "n_pred": 118132, + "n_ref": 96916 + }, + "15": { + "Dice": 0.7737412228121253, + "FN": 31255, + "FP": 11021, + "IoU": 0.6309771128297341, + "TN": 109494256, + "TP": 72286, + "n_pred": 83307, + "n_ref": 103541 + }, + "2": { + "Dice": 0.7500759063214785, + "FN": 84365, + "FP": 2064, + "IoU": 0.6000971659919029, + "TN": 109392693, + "TP": 129696, + "n_pred": 131760, + "n_ref": 214061 + }, + "3": { + "Dice": 0.8464262142047091, + "FN": 13569, + "FP": 70661, + "IoU": 0.7337425872773022, + "TN": 109292470, + "TP": 232118, + "n_pred": 302779, + "n_ref": 245687 + }, + "4": { + "Dice": 0.5603368899962087, + "FN": 29599, + "FP": 2871, + "IoU": 0.3892138974059931, + "TN": 109555657, + "TP": 20691, + "n_pred": 23562, + "n_ref": 50290 + }, + "5": { + "Dice": 0.5512445570936505, + "FN": 6311, + "FP": 594, + "IoU": 0.3804952449309169, + "TN": 109597672, + "TP": 4241, + "n_pred": 4835, + "n_ref": 10552 + }, + "6": { + "Dice": 0.9142607252584602, + "FN": 27433, + "FP": 201959, + "IoU": 0.8420628658534066, + "TN": 108156392, + "TP": 1223034, + "n_pred": 1424993, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.7953804381920084, + "FN": 342147, + "FP": 98190, + "IoU": 0.660275213361334, + "TN": 108312660, + "TP": 855821, + "n_pred": 954011, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.9497837377465306, + "FN": 4107, + "FP": 4914, + "IoU": 0.904369673069584, + "TN": 109514486, + "TP": 85311, + "n_pred": 90225, + "n_ref": 89418 + }, + "9": { + "Dice": 0.7545319219318558, + "FN": 9582, + "FP": 20100, + "IoU": 0.6058219678357525, + "TN": 109533517, + "TP": 45619, + "n_pred": 65719, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8715105250627817, + "FN": 2035, + "FP": 14696, + "IoU": 0.7722805966898955, + "TN": 66993880, + "TP": 56741, + "n_pred": 71437, + "n_ref": 58776 + }, + "10": { + "Dice": 0.5393814825689821, + "FN": 44812, + "FP": 13231, + "IoU": 0.3692829278363958, + "TN": 66975325, + "TP": 33984, + "n_pred": 47215, + "n_ref": 78796 + }, + "11": { + "Dice": 0.26643339165208696, + "FN": 2593, + "FP": 342, + "IoU": 0.15369088811995385, + "TN": 67063884, + "TP": 533, + "n_pred": 875, + "n_ref": 3126 + }, + "12": { + "Dice": 0.2796569795140543, + "FN": 2724, + "FP": 300, + "IoU": 0.16255884796455275, + "TN": 67063741, + "TP": 587, + "n_pred": 887, + "n_ref": 3311 + }, + "13": { + "Dice": 0.24273617798439315, + "FN": 32363, + "FP": 4125, + "IoU": 0.13813303099017385, + "TN": 67025016, + "TP": 5848, + "n_pred": 9973, + "n_ref": 38211 + }, + "14": { + "Dice": 0.8384247994953591, + "FN": 15000, + "FP": 8309, + "IoU": 0.7217998448409619, + "TN": 66983567, + "TP": 60476, + "n_pred": 68785, + "n_ref": 75476 + }, + "15": { + "Dice": 0.21250055952611868, + "FN": 24241, + "FP": 28538, + "IoU": 0.11888146911519198, + "TN": 67007452, + "TP": 7121, + "n_pred": 35659, + "n_ref": 31362 + }, + "2": { + "Dice": 0.9608643026852558, + "FN": 6717, + "FP": 4632, + "IoU": 0.9246764452113891, + "TN": 66916682, + "TP": 139321, + "n_pred": 143953, + "n_ref": 146038 + }, + "3": { + "Dice": 0.9588128935719185, + "FN": 6586, + "FP": 6626, + "IoU": 0.9208843325588637, + "TN": 66900356, + "TP": 153784, + "n_pred": 160410, + "n_ref": 160370 + }, + "4": { + "Dice": 0.0, + "FN": 13039, + "FP": 0, + "IoU": 0.0, + "TN": 67054313, + "TP": 0, + "n_pred": 0, + "n_ref": 13039 + }, + "5": { + "Dice": 0.7596273997500852, + "FN": 2234, + "FP": 1998, + "IoU": 0.6124187196629728, + "TN": 67056433, + "TP": 6687, + "n_pred": 8685, + "n_ref": 8921 + }, + "6": { + "Dice": 0.9365306589503899, + "FN": 69086, + "FP": 67916, + "IoU": 0.8806371963916367, + "TN": 65919574, + "TP": 1010776, + "n_pred": 1078692, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.5454326417517616, + "FN": 218048, + "FP": 4575, + "IoU": 0.3749792944677625, + "TN": 66711167, + "TP": 133562, + "n_pred": 138137, + "n_ref": 351610 + }, + "8": { + "Dice": 0.8869904144666773, + "FN": 7430, + "FP": 12518, + "IoU": 0.7969297174036973, + "TN": 66969120, + "TP": 78284, + "n_pred": 90802, + "n_ref": 85714 + }, + "9": { + "Dice": 0.8876409100225456, + "FN": 12382, + "FP": 4064, + "IoU": 0.7979805424528302, + "TN": 66985944, + "TP": 64962, + "n_pred": 69026, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8176126234493649, + "FN": 47673, + "FP": 11461, + "IoU": 0.6914930247602751, + "TN": 74327602, + "TP": 132544, + "n_pred": 144005, + "n_ref": 180217 + }, + "10": { + "Dice": 0.7241075701024021, + "FN": 18318, + "FP": 10510, + "IoU": 0.5675302659805878, + "TN": 74452621, + "TP": 37831, + "n_pred": 48341, + "n_ref": 56149 + }, + "11": { + "Dice": 0.48768161718256475, + "FN": 2229, + "FP": 204, + "IoU": 0.32247284878863824, + "TN": 74515689, + "TP": 1158, + "n_pred": 1362, + "n_ref": 3387 + }, + "12": { + "Dice": 0.4468684025334272, + "FN": 1566, + "FP": 6, + "IoU": 0.2877208880833711, + "TN": 74517073, + "TP": 635, + "n_pred": 641, + "n_ref": 2201 + }, + "13": { + "Dice": 0.29672861828273484, + "FN": 34069, + "FP": 7744, + "IoU": 0.17421100446340404, + "TN": 74468646, + "TP": 8821, + "n_pred": 16565, + "n_ref": 42890 + }, + "14": { + "Dice": 0.7029855259179407, + "FN": 5188, + "FP": 17405, + "IoU": 0.5420028380295966, + "TN": 74469950, + "TP": 26737, + "n_pred": 44142, + "n_ref": 31925 + }, + "15": { + "Dice": 0.6500617856039543, + "FN": 13525, + "FP": 4599, + "IoU": 0.4815492877166886, + "TN": 74484322, + "TP": 16834, + "n_pred": 21433, + "n_ref": 30359 + }, + "2": { + "Dice": 0.9547126958891665, + "FN": 4291, + "FP": 8670, + "IoU": 0.9133495567529984, + "TN": 74369702, + "TP": 136617, + "n_pred": 145287, + "n_ref": 140908 + }, + "3": { + "Dice": 0.9300196919840155, + "FN": 10650, + "FP": 11170, + "IoU": 0.8691932786207145, + "TN": 74352469, + "TP": 144991, + "n_pred": 156161, + "n_ref": 155641 + }, + "4": { + "Dice": 0.0, + "FN": 13278, + "FP": 62, + "IoU": 0.0, + "TN": 74505940, + "TP": 0, + "n_pred": 62, + "n_ref": 13278 + }, + "5": { + "Dice": 0.5373316335014688, + "FN": 5307, + "FP": 3040, + "IoU": 0.3673639533121116, + "TN": 74506086, + "TP": 4847, + "n_pred": 7887, + "n_ref": 10154 + }, + "6": { + "Dice": 0.9435601127307133, + "FN": 112055, + "FP": 66661, + "IoU": 0.8931507832117661, + "TN": 72846680, + "TP": 1493884, + "n_pred": 1560545, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.5039606028228186, + "FN": 83942, + "FP": 79939, + "IoU": 0.33686318941447824, + "TN": 74272150, + "TP": 83249, + "n_pred": 163188, + "n_ref": 167191 + }, + "8": { + "Dice": 0.9573248505524564, + "FN": 2083, + "FP": 3471, + "IoU": 0.9181429624170966, + "TN": 74451430, + "TP": 62296, + "n_pred": 65767, + "n_ref": 64379 + }, + "9": { + "Dice": 0.8440072653504116, + "FN": 21298, + "FP": 5154, + "IoU": 0.7301146798351222, + "TN": 74421268, + "TP": 71560, + "n_pred": 76714, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9443930946062793, + "FN": 13694, + "FP": 18011, + "IoU": 0.8946446729183143, + "TN": 65750246, + "TP": 269229, + "n_pred": 287240, + "n_ref": 282923 + }, + "10": { + "Dice": 0.6511677823538092, + "FN": 34993, + "FP": 17013, + "IoU": 0.4827641079704812, + "TN": 65950634, + "TP": 48540, + "n_pred": 65553, + "n_ref": 83533 + }, + "11": { + "Dice": 0.4083088543852287, + "FN": 2664, + "FP": 156, + "IoU": 0.2565251779593989, + "TN": 66047387, + "TP": 973, + "n_pred": 1129, + "n_ref": 3637 + }, + "12": { + "Dice": 0.39292543021032506, + "FN": 1793, + "FP": 2017, + "IoU": 0.24449732302201072, + "TN": 66046137, + "TP": 1233, + "n_pred": 3250, + "n_ref": 3026 + }, + "13": { + "Dice": 0.7732376722468967, + "FN": 13677, + "FP": 6235, + "IoU": 0.6303076437496519, + "TN": 65997319, + "TP": 33949, + "n_pred": 40184, + "n_ref": 47626 + }, + "14": { + "Dice": 0.8520689250967062, + "FN": 517, + "FP": 19675, + "IoU": 0.7422648830797508, + "TN": 65972836, + "TP": 58152, + "n_pred": 77827, + "n_ref": 58669 + }, + "15": { + "Dice": 0.803163694772584, + "FN": 4845, + "FP": 4836, + "IoU": 0.6710723022560479, + "TN": 66021748, + "TP": 19751, + "n_pred": 24587, + "n_ref": 24596 + }, + "2": { + "Dice": 0.9331735763955504, + "FN": 15053, + "FP": 3408, + "IoU": 0.8747192193109252, + "TN": 65903823, + "TP": 128896, + "n_pred": 132304, + "n_ref": 143949 + }, + "3": { + "Dice": 0.9342853807295595, + "FN": 8775, + "FP": 12052, + "IoU": 0.8766750158397433, + "TN": 65882301, + "TP": 148052, + "n_pred": 160104, + "n_ref": 156827 + }, + "4": { + "Dice": 0.7113859275053305, + "FN": 12846, + "FP": 690, + "IoU": 0.5520550665166457, + "TN": 66020962, + "TP": 16682, + "n_pred": 17372, + "n_ref": 29528 + }, + "5": { + "Dice": 0.862637963064146, + "FN": 2085, + "FP": 429, + "IoU": 0.7584550345887778, + "TN": 66040772, + "TP": 7894, + "n_pred": 8323, + "n_ref": 9979 + }, + "6": { + "Dice": 0.9594555769816593, + "FN": 26628, + "FP": 57621, + "IoU": 0.9220707504236442, + "TN": 64970084, + "TP": 996847, + "n_pred": 1054468, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.8895566183593402, + "FN": 187715, + "FP": 8157, + "IoU": 0.801082372200766, + "TN": 65066491, + "TP": 788817, + "n_pred": 796974, + "n_ref": 976532 + }, + "8": { + "Dice": 0.9413682205638992, + "FN": 5925, + "FP": 3464, + "IoU": 0.8892310233359288, + "TN": 65966418, + "TP": 75373, + "n_pred": 78837, + "n_ref": 81298 + }, + "9": { + "Dice": 0.8599508974183021, + "FN": 13692, + "FP": 4676, + "IoU": 0.7543104024825779, + "TN": 65976419, + "TP": 56393, + "n_pred": 61069, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9809909018793642, + "FN": 3394, + "FP": 2429, + "IoU": 0.9626910139356079, + "TN": 113316465, + "TP": 150252, + "n_pred": 152681, + "n_ref": 153646 + }, + "10": { + "Dice": 0.8710071379449359, + "FN": 7107, + "FP": 14651, + "IoU": 0.7714903851203041, + "TN": 113377323, + "TP": 73459, + "n_pred": 88110, + "n_ref": 80566 + }, + "11": { + "Dice": 0.611076540136901, + "FN": 1757, + "FP": 118, + "IoU": 0.4399641577060932, + "TN": 113469192, + "TP": 1473, + "n_pred": 1591, + "n_ref": 3230 + }, + "12": { + "Dice": 0.8094848732624693, + "FN": 1113, + "FP": 285, + "IoU": 0.679945054945055, + "TN": 113468172, + "TP": 2970, + "n_pred": 3255, + "n_ref": 4083 + }, + "13": { + "Dice": 0.5698934536042702, + "FN": 36252, + "FP": 25067, + "IoU": 0.39849719941535955, + "TN": 113370597, + "TP": 40624, + "n_pred": 65691, + "n_ref": 76876 + }, + "14": { + "Dice": 0.9705583795529722, + "FN": 12134, + "FP": 3122, + "IoU": 0.9428007963496889, + "TN": 113205823, + "TP": 251461, + "n_pred": 254583, + "n_ref": 263595 + }, + "15": { + "Dice": 0.7877816408542918, + "FN": 4436, + "FP": 4964, + "IoU": 0.6498677692107125, + "TN": 113445693, + "TP": 17447, + "n_pred": 22411, + "n_ref": 21883 + }, + "2": { + "Dice": 0.9631590225474401, + "FN": 5729, + "FP": 3555, + "IoU": 0.9289361083257427, + "TN": 113341897, + "TP": 121359, + "n_pred": 124914, + "n_ref": 127088 + }, + "3": { + "Dice": 0.9634922846208688, + "FN": 2726, + "FP": 6184, + "IoU": 0.9295563075171563, + "TN": 113346056, + "TP": 117574, + "n_pred": 123758, + "n_ref": 120300 + }, + "4": { + "Dice": 0.78610258288032, + "FN": 3183, + "FP": 12005, + "IoU": 0.6475856788175511, + "TN": 113429443, + "TP": 27909, + "n_pred": 39914, + "n_ref": 31092 + }, + "5": { + "Dice": 0.5121503276818683, + "FN": 19580, + "FP": 5655, + "IoU": 0.34422182375717886, + "TN": 113434059, + "TP": 13246, + "n_pred": 18901, + "n_ref": 32826 + }, + "6": { + "Dice": 0.9574072008406319, + "FN": 40702, + "FP": 57431, + "IoU": 0.9182944689552619, + "TN": 112271483, + "TP": 1102924, + "n_pred": 1160355, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.8753991109637824, + "FN": 27886, + "FP": 26241, + "IoU": 0.7784086954741777, + "TN": 113228275, + "TP": 190138, + "n_pred": 216379, + "n_ref": 218024 + }, + "8": { + "Dice": 0.9435548516075447, + "FN": 19177, + "FP": 4201, + "IoU": 0.893141355273683, + "TN": 113253765, + "TP": 195397, + "n_pred": 199598, + "n_ref": 214574 + }, + "9": { + "Dice": 0.8856756568679106, + "FN": 17148, + "FP": 5852, + "IoU": 0.7948095743636866, + "TN": 113360449, + "TP": 89091, + "n_pred": 94943, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8309063473552967, + "FN": 3567, + "FP": 46748, + "IoU": 0.7107269340447061, + "TN": 75022792, + "TP": 123621, + "n_pred": 170369, + "n_ref": 127188 + }, + "10": { + "Dice": 0.8389392844719167, + "FN": 21675, + "FP": 8420, + "IoU": 0.7225628024890528, + "TN": 75088253, + "TP": 78380, + "n_pred": 86800, + "n_ref": 100055 + }, + "11": { + "Dice": 0.6315041733262298, + "FN": 1766, + "FP": 309, + "IoU": 0.4614586036854399, + "TN": 75192875, + "TP": 1778, + "n_pred": 2087, + "n_ref": 3544 + }, + "12": { + "Dice": 0.46530951391773995, + "FN": 1986, + "FP": 588, + "IoU": 0.30319436924742826, + "TN": 75193034, + "TP": 1120, + "n_pred": 1708, + "n_ref": 3106 + }, + "13": { + "Dice": 0.5005154071716656, + "FN": 30254, + "FP": 19655, + "IoU": 0.3337916305145832, + "TN": 75121813, + "TP": 25006, + "n_pred": 44661, + "n_ref": 55260 + }, + "14": { + "Dice": 0.9457025920873124, + "FN": 6547, + "FP": 7980, + "IoU": 0.8969979296066253, + "TN": 75055692, + "TP": 126509, + "n_pred": 134489, + "n_ref": 133056 + }, + "15": { + "Dice": 0.45940518644185163, + "FN": 47274, + "FP": 15182, + "IoU": 0.29819987864350406, + "TN": 75107734, + "TP": 26538, + "n_pred": 41720, + "n_ref": 73812 + }, + "2": { + "Dice": 0.8803080165122253, + "FN": 24333, + "FP": 8837, + "IoU": 0.7862055185660236, + "TN": 75041579, + "TP": 121979, + "n_pred": 130816, + "n_ref": 146312 + }, + "3": { + "Dice": 0.8959085008420836, + "FN": 3620, + "FP": 29817, + "IoU": 0.8114440710080527, + "TN": 75019396, + "TP": 143895, + "n_pred": 173712, + "n_ref": 147515 + }, + "4": { + "Dice": 0.908973125772953, + "FN": 1811, + "FP": 2826, + "IoU": 0.8331354132930296, + "TN": 75168939, + "TP": 23152, + "n_pred": 25978, + "n_ref": 24963 + }, + "5": { + "Dice": 0.7568723274282224, + "FN": 2745, + "FP": 439, + "IoU": 0.6088452088452089, + "TN": 75188588, + "TP": 4956, + "n_pred": 5395, + "n_ref": 7701 + }, + "6": { + "Dice": 0.9047860043186405, + "FN": 22956, + "FP": 236672, + "IoU": 0.8261271385194006, + "TN": 73703522, + "TP": 1233578, + "n_pred": 1470250, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.902739943526218, + "FN": 6829, + "FP": 24412, + "IoU": 0.8227219593022596, + "TN": 75020502, + "TP": 144985, + "n_pred": 169397, + "n_ref": 151814 + }, + "8": { + "Dice": 0.9220623501199041, + "FN": 10146, + "FP": 2464, + "IoU": 0.8553948832035595, + "TN": 75109525, + "TP": 74593, + "n_pred": 77057, + "n_ref": 84739 + }, + "9": { + "Dice": 0.8015340744065693, + "FN": 16520, + "FP": 13546, + "IoU": 0.6688000528756651, + "TN": 75105949, + "TP": 60713, + "n_pred": 74259, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9731529783414652, + "FN": 8220, + "FP": 3236, + "IoU": 0.9477097930027159, + "TN": 86708787, + "TP": 207629, + "n_pred": 210865, + "n_ref": 215849 + }, + "10": { + "Dice": 0.6983826888933327, + "FN": 11202, + "FP": 38573, + "IoU": 0.5365499390136033, + "TN": 86820471, + "TP": 57626, + "n_pred": 96199, + "n_ref": 68828 + }, + "11": { + "Dice": 0.5197799318836783, + "FN": 1598, + "FP": 235, + "IoU": 0.3511504424778761, + "TN": 86925047, + "TP": 992, + "n_pred": 1227, + "n_ref": 2590 + }, + "12": { + "Dice": 0.6376327172630751, + "FN": 1672, + "FP": 2014, + "IoU": 0.46803290518112284, + "TN": 86920943, + "TP": 3243, + "n_pred": 5257, + "n_ref": 4915 + }, + "13": { + "Dice": 0.49102984810673794, + "FN": 30372, + "FP": 21432, + "IoU": 0.32540726368288775, + "TN": 86851079, + "TP": 24989, + "n_pred": 46421, + "n_ref": 55361 + }, + "14": { + "Dice": 0.8306210735308673, + "FN": 11948, + "FP": 17143, + "IoU": 0.710309596598321, + "TN": 86827451, + "TP": 71330, + "n_pred": 88473, + "n_ref": 83278 + }, + "15": { + "Dice": 0.4042721630167467, + "FN": 119502, + "FP": 7671, + "IoU": 0.25334656302106573, + "TN": 86757548, + "TP": 43151, + "n_pred": 50822, + "n_ref": 162653 + }, + "2": { + "Dice": 0.9078708116892661, + "FN": 16122, + "FP": 5817, + "IoU": 0.8312851825648282, + "TN": 86797836, + "TP": 108097, + "n_pred": 113914, + "n_ref": 124219 + }, + "3": { + "Dice": 0.9219973491786921, + "FN": 15573, + "FP": 10616, + "IoU": 0.8552830073991391, + "TN": 86746905, + "TP": 154778, + "n_pred": 165394, + "n_ref": 170351 + }, + "4": { + "Dice": 0.7038509188519513, + "FN": 2887, + "FP": 8587, + "IoU": 0.5430323788283086, + "TN": 86902763, + "TP": 13635, + "n_pred": 22222, + "n_ref": 16522 + }, + "5": { + "Dice": 0.8622196883314329, + "FN": 936, + "FP": 514, + "IoU": 0.7578085852680808, + "TN": 86921885, + "TP": 4537, + "n_pred": 5051, + "n_ref": 5473 + }, + "6": { + "Dice": 0.9383147070670812, + "FN": 29401, + "FP": 121134, + "IoU": 0.8837974052319922, + "TN": 85632419, + "TP": 1144918, + "n_pred": 1266052, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.8903936537404841, + "FN": 188690, + "FP": 16766, + "IoU": 0.8024410249112237, + "TN": 85887899, + "TP": 834517, + "n_pred": 851283, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.9349176591677695, + "FN": 3521, + "FP": 3561, + "IoU": 0.8777890904070821, + "TN": 86869923, + "TP": 50867, + "n_pred": 54428, + "n_ref": 54388 + }, + "9": { + "Dice": 0.8002006883257489, + "FN": 5305, + "FP": 17394, + "IoU": 0.6669454470757402, + "TN": 86859718, + "TP": 45455, + "n_pred": 62849, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.49822383427438954, + "FN": 8519, + "FP": 152509, + "IoU": 0.33175638663413176, + "TN": 37508628, + "TP": 79944, + "n_pred": 232453, + "n_ref": 88463 + }, + "10": { + "Dice": 0.7238816874360741, + "FN": 24565, + "FP": 1891, + "IoU": 0.5672528011777215, + "TN": 37688465, + "TP": 34679, + "n_pred": 36570, + "n_ref": 59244 + }, + "11": { + "Dice": 0.8190196899874319, + "FN": 633, + "FP": 231, + "IoU": 0.6935083362894644, + "TN": 37746781, + "TP": 1955, + "n_pred": 2186, + "n_ref": 2588 + }, + "12": { + "Dice": 0.5719760479041917, + "FN": 1723, + "FP": 64, + "IoU": 0.4005367326400537, + "TN": 37746619, + "TP": 1194, + "n_pred": 1258, + "n_ref": 2917 + }, + "13": { + "Dice": 0.6862369314952617, + "FN": 18925, + "FP": 4814, + "IoU": 0.5223445139741242, + "TN": 37699901, + "TP": 25960, + "n_pred": 30774, + "n_ref": 44885 + }, + "14": { + "Dice": 0.33361323350470823, + "FN": 24191, + "FP": 279758, + "IoU": 0.20020156197372851, + "TN": 37369568, + "TP": 76083, + "n_pred": 355841, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 11487, + "IoU": 0.0, + "TN": 37738113, + "TP": 0, + "n_pred": 11487, + "n_ref": 0 + }, + "2": { + "Dice": 0.058678381699776475, + "FN": 97200, + "FP": 79, + "IoU": 0.030225997148867024, + "TN": 37649289, + "TP": 3032, + "n_pred": 3111, + "n_ref": 100232 + }, + "3": { + "Dice": 0.6892013849006449, + "FN": 4695, + "FP": 71069, + "IoU": 0.525787391717991, + "TN": 37589832, + "TP": 84004, + "n_pred": 155073, + "n_ref": 88699 + }, + "4": { + "Dice": 0.0, + "FN": 11694, + "FP": 0, + "IoU": 0.0, + "TN": 37737906, + "TP": 0, + "n_pred": 0, + "n_ref": 11694 + }, + "5": { + "Dice": 0.7628938258621445, + "FN": 1344, + "FP": 4067, + "IoU": 0.6166761122130915, + "TN": 37735484, + "TP": 8705, + "n_pred": 12772, + "n_ref": 10049 + }, + "6": { + "Dice": 0.7771956257594168, + "FN": 262797, + "FP": 12255, + "IoU": 0.6355845972844923, + "TN": 36994824, + "TP": 479724, + "n_pred": 491979, + "n_ref": 742521 + }, + "7": { + "Dice": 0.8557458073315783, + "FN": 53546, + "FP": 44813, + "IoU": 0.7478633793213058, + "TN": 37359498, + "TP": 291743, + "n_pred": 336556, + "n_ref": 345289 + }, + "8": { + "Dice": 0.9386627814905141, + "FN": 3995, + "FP": 5688, + "IoU": 0.8844152123570559, + "TN": 37665826, + "TP": 74091, + "n_pred": 79779, + "n_ref": 78086 + }, + "9": { + "Dice": 0.8493592922907668, + "FN": 7677, + "FP": 9028, + "IoU": 0.7381620401573692, + "TN": 37685801, + "TP": 47094, + "n_pred": 56122, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9481994603569947, + "FN": 15288, + "FP": 4678, + "IoU": 0.901501211131557, + "TN": 75703985, + "TP": 182737, + "n_pred": 187415, + "n_ref": 198025 + }, + "10": { + "Dice": 0.891456535037042, + "FN": 15741, + "FP": 8214, + "IoU": 0.8041692213366033, + "TN": 75784363, + "TP": 98370, + "n_pred": 106584, + "n_ref": 114111 + }, + "11": { + "Dice": 0.6871673565937315, + "FN": 1437, + "FP": 1208, + "IoU": 0.5234234234234234, + "TN": 75901138, + "TP": 2905, + "n_pred": 4113, + "n_ref": 4342 + }, + "12": { + "Dice": 0.7772032632425601, + "FN": 1202, + "FP": 737, + "IoU": 0.6355948130050743, + "TN": 75901367, + "TP": 3382, + "n_pred": 4119, + "n_ref": 4584 + }, + "13": { + "Dice": 0.7106406942659523, + "FN": 16894, + "FP": 3145, + "IoU": 0.5511579984769073, + "TN": 75862042, + "TP": 24607, + "n_pred": 27752, + "n_ref": 41501 + }, + "14": { + "Dice": 0.9005499799427901, + "FN": 3575, + "FP": 22952, + "IoU": 0.8190913306781603, + "TN": 75760056, + "TP": 120105, + "n_pred": 143057, + "n_ref": 123680 + }, + "15": { + "Dice": 0.41063294636798414, + "FN": 136740, + "FP": 8305, + "IoU": 0.25836256353093967, + "TN": 75711114, + "TP": 50529, + "n_pred": 58834, + "n_ref": 187269 + }, + "2": { + "Dice": 0.9368339768339768, + "FN": 10733, + "FP": 13807, + "IoU": 0.8811737361998838, + "TN": 75700168, + "TP": 181980, + "n_pred": 195787, + "n_ref": 192713 + }, + "3": { + "Dice": 0.933462718337194, + "FN": 27583, + "FP": 4301, + "IoU": 0.8752274621679053, + "TN": 75651151, + "TP": 223653, + "n_pred": 227954, + "n_ref": 251236 + }, + "4": { + "Dice": 0.9009111048186952, + "FN": 3133, + "FP": 2816, + "IoU": 0.8196890249446852, + "TN": 75873695, + "TP": 27044, + "n_pred": 29860, + "n_ref": 30177 + }, + "5": { + "Dice": 0.8853373921867073, + "FN": 904, + "FP": 1356, + "IoU": 0.7942649066909422, + "TN": 75895703, + "TP": 8725, + "n_pred": 10081, + "n_ref": 9629 + }, + "6": { + "Dice": 0.9732854677171271, + "FN": 49073, + "FP": 41937, + "IoU": 0.9479611295196654, + "TN": 74157803, + "TP": 1657875, + "n_pred": 1699812, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.8849891148515903, + "FN": 23729, + "FP": 41251, + "IoU": 0.7937044621172437, + "TN": 75591703, + "TP": 250005, + "n_pred": 291256, + "n_ref": 273734 + }, + "8": { + "Dice": 0.9466784528912388, + "FN": 6607, + "FP": 2984, + "IoU": 0.8987554232511005, + "TN": 75811957, + "TP": 85140, + "n_pred": 88124, + "n_ref": 91747 + }, + "9": { + "Dice": 0.8876001104667219, + "FN": 11859, + "FP": 4828, + "IoU": 0.797914597815293, + "TN": 75824114, + "TP": 65887, + "n_pred": 70715, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9712295578437311, + "FN": 2045, + "FP": 3465, + "IoU": 0.9440682955549013, + "TN": 61289237, + "TP": 93003, + "n_pred": 96468, + "n_ref": 95048 + }, + "10": { + "Dice": 0.8630633389475834, + "FN": 10413, + "FP": 11051, + "IoU": 0.7591129466690608, + "TN": 61298646, + "TP": 67640, + "n_pred": 78691, + "n_ref": 78053 + }, + "11": { + "Dice": 0.7048070412999323, + "FN": 1260, + "FP": 484, + "IoU": 0.5441714584422374, + "TN": 61383924, + "TP": 2082, + "n_pred": 2566, + "n_ref": 3342 + }, + "12": { + "Dice": 0.7824154896048247, + "FN": 904, + "FP": 467, + "IoU": 0.6425964546402503, + "TN": 61383914, + "TP": 2465, + "n_pred": 2932, + "n_ref": 3369 + }, + "13": { + "Dice": 0.5988247439053442, + "FN": 16832, + "FP": 13480, + "IoU": 0.42737319353924624, + "TN": 61334815, + "TP": 22623, + "n_pred": 36103, + "n_ref": 39455 + }, + "14": { + "Dice": 0.8460933300116695, + "FN": 1931, + "FP": 21545, + "IoU": 0.73324242940742, + "TN": 61299745, + "TP": 64529, + "n_pred": 86074, + "n_ref": 66460 + }, + "15": { + "Dice": 0.8439447822263011, + "FN": 9626, + "FP": 2617, + "IoU": 0.730021169621593, + "TN": 61342402, + "TP": 33105, + "n_pred": 35722, + "n_ref": 42731 + }, + "2": { + "Dice": 0.965373598649392, + "FN": 5935, + "FP": 3192, + "IoU": 0.9330649183020916, + "TN": 61251394, + "TP": 127229, + "n_pred": 130421, + "n_ref": 133164 + }, + "3": { + "Dice": 0.9609428993032856, + "FN": 5005, + "FP": 5450, + "IoU": 0.9248220320701804, + "TN": 61248680, + "TP": 128615, + "n_pred": 134065, + "n_ref": 133620 + }, + "4": { + "Dice": 0.7309902607222794, + "FN": 6892, + "FP": 2002, + "IoU": 0.5760320335589665, + "TN": 61366772, + "TP": 12084, + "n_pred": 14086, + "n_ref": 18976 + }, + "5": { + "Dice": 0.38468555344158045, + "FN": 20315, + "FP": 3294, + "IoU": 0.2381490206202201, + "TN": 61356761, + "TP": 7380, + "n_pred": 10674, + "n_ref": 27695 + }, + "6": { + "Dice": 0.9679981950864669, + "FN": 37906, + "FP": 25356, + "IoU": 0.9379811066973581, + "TN": 60367706, + "TP": 956782, + "n_pred": 982138, + "n_ref": 994688 + }, + "7": { + "Dice": 0.8784465929699322, + "FN": 28039, + "FP": 14053, + "IoU": 0.7832409829649618, + "TN": 61193562, + "TP": 152096, + "n_pred": 166149, + "n_ref": 180135 + }, + "8": { + "Dice": 0.9366141559981577, + "FN": 21601, + "FP": 8814, + "IoU": 0.8807848640089053, + "TN": 61132623, + "TP": 224712, + "n_pred": 233526, + "n_ref": 246313 + }, + "9": { + "Dice": 0.8489659852293016, + "FN": 15286, + "FP": 7639, + "IoU": 0.7375681120930445, + "TN": 61300394, + "TP": 64431, + "n_pred": 72070, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9709577732867118, + "FN": 3908, + "FP": 6956, + "IoU": 0.9435548397152803, + "TN": 39556330, + "TP": 181606, + "n_pred": 188562, + "n_ref": 185514 + }, + "10": { + "Dice": 0.6742516141655254, + "FN": 17371, + "FP": 15927, + "IoU": 0.5085818858011482, + "TN": 39681041, + "TP": 34461, + "n_pred": 50388, + "n_ref": 51832 + }, + "11": { + "Dice": 0.7732422226218306, + "FN": 881, + "FP": 380, + "IoU": 0.6303136909997068, + "TN": 39745389, + "TP": 2150, + "n_pred": 2530, + "n_ref": 3031 + }, + "12": { + "Dice": 0.8452726439590652, + "FN": 693, + "FP": 320, + "IoU": 0.732010582010582, + "TN": 39745020, + "TP": 2767, + "n_pred": 3087, + "n_ref": 3460 + }, + "13": { + "Dice": 0.7126510718836205, + "FN": 15006, + "FP": 8223, + "IoU": 0.5535803513087597, + "TN": 39696766, + "TP": 28805, + "n_pred": 37028, + "n_ref": 43811 + }, + "14": { + "Dice": 0.42070372766635145, + "FN": 12200, + "FP": 45999, + "IoU": 0.2663868300307568, + "TN": 39669468, + "TP": 21133, + "n_pred": 67132, + "n_ref": 33333 + }, + "15": { + "Dice": 0.6698918177662654, + "FN": 16544, + "FP": 18120, + "IoU": 0.5036370926169884, + "TN": 39678964, + "TP": 35172, + "n_pred": 53292, + "n_ref": 51716 + }, + "2": { + "Dice": 0.7930021021589472, + "FN": 38251, + "FP": 3303, + "IoU": 0.6570037144036318, + "TN": 39627650, + "TP": 79596, + "n_pred": 82899, + "n_ref": 117847 + }, + "3": { + "Dice": 0.8580215880526394, + "FN": 3712, + "FP": 39497, + "IoU": 0.7513465920861819, + "TN": 39575028, + "TP": 130563, + "n_pred": 170060, + "n_ref": 134275 + }, + "4": { + "Dice": 0.7057225063938619, + "FN": 10528, + "FP": 518, + "IoU": 0.5452636779053971, + "TN": 39724509, + "TP": 13245, + "n_pred": 13763, + "n_ref": 23773 + }, + "5": { + "Dice": 0.7835390946502058, + "FN": 812, + "FP": 2344, + "IoU": 0.6441136671177267, + "TN": 39739932, + "TP": 5712, + "n_pred": 8056, + "n_ref": 6524 + }, + "6": { + "Dice": 0.9743297278660875, + "FN": 25063, + "FP": 22514, + "IoU": 0.9499443966909455, + "TN": 38798317, + "TP": 902906, + "n_pred": 925420, + "n_ref": 927969 + }, + "7": { + "Dice": 0.8830630081791203, + "FN": 146475, + "FP": 8619, + "IoU": 0.7906113009468083, + "TN": 39008101, + "TP": 585605, + "n_pred": 594224, + "n_ref": 732080 + }, + "8": { + "Dice": 0.9578075155989808, + "FN": 1794, + "FP": 2412, + "IoU": 0.9190313017364186, + "TN": 39696854, + "TP": 47740, + "n_pred": 50152, + "n_ref": 49534 + }, + "9": { + "Dice": 0.898976101509319, + "FN": 1812, + "FP": 7137, + "IoU": 0.8164909978263545, + "TN": 39700034, + "TP": 39817, + "n_pred": 46954, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8118020675292366, + "FN": 10810, + "FP": 29132, + "IoU": 0.6832212423069602, + "TN": 101270520, + "TP": 86146, + "n_pred": 115278, + "n_ref": 96956 + }, + "10": { + "Dice": 0.7551295221700863, + "FN": 27996, + "FP": 7282, + "IoU": 0.6065928428847033, + "TN": 101306935, + "TP": 54395, + "n_pred": 61677, + "n_ref": 82391 + }, + "11": { + "Dice": 0.6686092121483805, + "FN": 2546, + "FP": 411, + "IoU": 0.5021885521885522, + "TN": 101390668, + "TP": 2983, + "n_pred": 3394, + "n_ref": 5529 + }, + "12": { + "Dice": 0.7199914793907765, + "FN": 1845, + "FP": 784, + "IoU": 0.5624895989349309, + "TN": 101390599, + "TP": 3380, + "n_pred": 4164, + "n_ref": 5225 + }, + "13": { + "Dice": 0.8786680808665188, + "FN": 8938, + "FP": 2387, + "IoU": 0.7835932125659253, + "TN": 101344276, + "TP": 41007, + "n_pred": 43394, + "n_ref": 49945 + }, + "14": { + "Dice": 0.9785132258092097, + "FN": 3897, + "FP": 3642, + "IoU": 0.957930391790316, + "TN": 101217405, + "TP": 171664, + "n_pred": 175306, + "n_ref": 175561 + }, + "15": { + "Dice": 0.917225698554973, + "FN": 2468, + "FP": 1937, + "IoU": 0.8471070077400993, + "TN": 101367797, + "TP": 24406, + "n_pred": 26343, + "n_ref": 26874 + }, + "2": { + "Dice": 0.9625593339368966, + "FN": 11096, + "FP": 2179, + "IoU": 0.9278210941832773, + "TN": 101212690, + "TP": 170643, + "n_pred": 172822, + "n_ref": 181739 + }, + "3": { + "Dice": 0.9693246049742112, + "FN": 4518, + "FP": 5777, + "IoU": 0.9404751579908993, + "TN": 101223655, + "TP": 162658, + "n_pred": 168435, + "n_ref": 167176 + }, + "4": { + "Dice": 0.7956843582176206, + "FN": 1923, + "FP": 2300, + "IoU": 0.6606941989394183, + "TN": 101384162, + "TP": 8223, + "n_pred": 10523, + "n_ref": 10146 + }, + "5": { + "Dice": 0.7083522647155592, + "FN": 15910, + "FP": 2705, + "IoU": 0.5484097911258824, + "TN": 101355387, + "TP": 22606, + "n_pred": 25311, + "n_ref": 38516 + }, + "6": { + "Dice": 0.9547426271166851, + "FN": 54553, + "FP": 113819, + "IoU": 0.9134043460349413, + "TN": 99452261, + "TP": 1775975, + "n_pred": 1889794, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.8795699289816937, + "FN": 72436, + "FP": 33973, + "IoU": 0.7850288489510941, + "TN": 100901616, + "TP": 388583, + "n_pred": 422556, + "n_ref": 461019 + }, + "8": { + "Dice": 0.9167254690994073, + "FN": 32913, + "FP": 7566, + "IoU": 0.8462540592893633, + "TN": 101133323, + "TP": 222806, + "n_pred": 230372, + "n_ref": 255719 + }, + "9": { + "Dice": 0.9309657484564816, + "FN": 5119, + "FP": 6968, + "IoU": 0.8708474467607681, + "TN": 101303021, + "TP": 81500, + "n_pred": 88468, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8958911292839753, + "FN": 37604, + "FP": 4089, + "IoU": 0.8114155705523692, + "TN": 73662420, + "TP": 179391, + "n_pred": 183480, + "n_ref": 216995 + }, + "10": { + "Dice": 0.10802174426849445, + "FN": 70128, + "FP": 24221, + "IoU": 0.05709460134716476, + "TN": 73783442, + "TP": 5713, + "n_pred": 29934, + "n_ref": 75841 + }, + "11": { + "Dice": 0.5250590031931139, + "FN": 2477, + "FP": 4365, + "IoU": 0.35598644578313254, + "TN": 73872880, + "TP": 3782, + "n_pred": 8147, + "n_ref": 6259 + }, + "12": { + "Dice": 0.09214371669245315, + "FN": 5273, + "FP": 8, + "IoU": 0.0482969904487295, + "TN": 73877955, + "TP": 268, + "n_pred": 276, + "n_ref": 5541 + }, + "13": { + "Dice": 0.010360399158371374, + "FN": 60818, + "FP": 19611, + "IoU": 0.00520717377860235, + "TN": 73802654, + "TP": 421, + "n_pred": 20032, + "n_ref": 61239 + }, + "14": { + "Dice": 0.6464411723197064, + "FN": 32435, + "FP": 42721, + "IoU": 0.4775863147577904, + "TN": 73739641, + "TP": 68707, + "n_pred": 111428, + "n_ref": 101142 + }, + "15": { + "Dice": 0.3889705302546972, + "FN": 167914, + "FP": 2562, + "IoU": 0.2414422191272465, + "TN": 73658767, + "TP": 54261, + "n_pred": 56823, + "n_ref": 222175 + }, + "2": { + "Dice": 0.5068317417905236, + "FN": 124281, + "FP": 5657, + "IoU": 0.33943377714062034, + "TN": 73686797, + "TP": 66769, + "n_pred": 72426, + "n_ref": 191050 + }, + "3": { + "Dice": 0.6744398135126612, + "FN": 29271, + "FP": 123517, + "IoU": 0.5087960700599264, + "TN": 73572456, + "TP": 158260, + "n_pred": 281777, + "n_ref": 187531 + }, + "4": { + "Dice": 0.0, + "FN": 47888, + "FP": 27448, + "IoU": 0.0, + "TN": 73808168, + "TP": 0, + "n_pred": 27448, + "n_ref": 47888 + }, + "5": { + "Dice": 0.2125, + "FN": 13309, + "FP": 173, + "IoU": 0.11888111888111888, + "TN": 73868203, + "TP": 1819, + "n_pred": 1992, + "n_ref": 15128 + }, + "6": { + "Dice": 0.7643277629615131, + "FN": 139387, + "FP": 823829, + "IoU": 0.618552185645413, + "TN": 71358346, + "TP": 1561942, + "n_pred": 2385771, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.3934210274195712, + "FN": 90470, + "FP": 162784, + "IoU": 0.24488122534535142, + "TN": 73548121, + "TP": 82129, + "n_pred": 244913, + "n_ref": 172599 + }, + "8": { + "Dice": 0.6933333333333334, + "FN": 34155, + "FP": 5911, + "IoU": 0.5306122448979592, + "TN": 73798146, + "TP": 45292, + "n_pred": 51203, + "n_ref": 79447 + }, + "9": { + "Dice": 0.7774287461517957, + "FN": 15811, + "FP": 26772, + "IoU": 0.6358964712320334, + "TN": 73766551, + "TP": 74370, + "n_pred": 101142, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9665729981383043, + "FN": 7962, + "FP": 4445, + "IoU": 0.9353084411352177, + "TN": 69303989, + "TP": 179380, + "n_pred": 183825, + "n_ref": 187342 + }, + "10": { + "Dice": 0.7374422248080661, + "FN": 10753, + "FP": 29636, + "IoU": 0.5840859240647108, + "TN": 69398667, + "TP": 56720, + "n_pred": 86356, + "n_ref": 67473 + }, + "11": { + "Dice": 0.7779454121519682, + "FN": 625, + "FP": 994, + "IoU": 0.6365881032547699, + "TN": 69491321, + "TP": 2836, + "n_pred": 3830, + "n_ref": 3461 + }, + "12": { + "Dice": 0.5103897867716963, + "FN": 1273, + "FP": 2332, + "IoU": 0.3426331145149526, + "TN": 69490292, + "TP": 1879, + "n_pred": 4211, + "n_ref": 3152 + }, + "13": { + "Dice": 0.6872557720583365, + "FN": 25935, + "FP": 21285, + "IoU": 0.5235260284754245, + "TN": 69396673, + "TP": 51883, + "n_pred": 73168, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9472523744911805, + "FN": 5825, + "FP": 10347, + "IoU": 0.8997905590462382, + "TN": 69334394, + "TP": 145210, + "n_pred": 155557, + "n_ref": 151035 + }, + "15": { + "Dice": 0.8349595234458531, + "FN": 25665, + "FP": 1348, + "IoU": 0.7166785534485652, + "TN": 69400432, + "TP": 68331, + "n_pred": 69679, + "n_ref": 93996 + }, + "2": { + "Dice": 0.9667410639928046, + "FN": 5047, + "FP": 4937, + "IoU": 0.9356232308317267, + "TN": 69340689, + "TP": 145103, + "n_pred": 150040, + "n_ref": 150150 + }, + "3": { + "Dice": 0.9661636368439747, + "FN": 7998, + "FP": 3529, + "IoU": 0.9345421299503686, + "TN": 69319678, + "TP": 164571, + "n_pred": 168100, + "n_ref": 172569 + }, + "4": { + "Dice": 0.39734997893769386, + "FN": 26743, + "FP": 4731, + "IoU": 0.2479330943847073, + "TN": 69453926, + "TP": 10376, + "n_pred": 15107, + "n_ref": 37119 + }, + "5": { + "Dice": 0.8567344516964237, + "FN": 3210, + "FP": 2102, + "IoU": 0.7493748525595659, + "TN": 69474581, + "TP": 15883, + "n_pred": 17985, + "n_ref": 19093 + }, + "6": { + "Dice": 0.957339911108839, + "FN": 63924, + "FP": 59577, + "IoU": 0.9181706687621873, + "TN": 67986525, + "TP": 1385750, + "n_pred": 1445327, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.8935848737949867, + "FN": 16693, + "FP": 53878, + "IoU": 0.8076397842281577, + "TN": 69128907, + "TP": 296298, + "n_pred": 350176, + "n_ref": 312991 + }, + "8": { + "Dice": 0.8397473275024295, + "FN": 10916, + "FP": 18766, + "IoU": 0.7237624591674344, + "TN": 69388325, + "TP": 77769, + "n_pred": 96535, + "n_ref": 88685 + }, + "9": { + "Dice": 0.8201661945738411, + "FN": 19274, + "FP": 7518, + "IoU": 0.6951540045740553, + "TN": 69407889, + "TP": 61095, + "n_pred": 68613, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8919939217848756, + "FN": 5469, + "FP": 42224, + "IoU": 0.8050442495963374, + "TN": 50588917, + "TP": 196942, + "n_pred": 239166, + "n_ref": 202411 + }, + "10": { + "Dice": 0.8478231515595764, + "FN": 9912, + "FP": 13755, + "IoU": 0.7358446341871756, + "TN": 50743957, + "TP": 65928, + "n_pred": 79683, + "n_ref": 75840 + }, + "11": { + "Dice": 0.8400311526479751, + "FN": 1336, + "FP": 718, + "IoU": 0.7241842352625218, + "TN": 50826105, + "TP": 5393, + "n_pred": 6111, + "n_ref": 6729 + }, + "12": { + "Dice": 0.5475308023640189, + "FN": 3566, + "FP": 951, + "IoU": 0.37696551724137933, + "TN": 50826302, + "TP": 2733, + "n_pred": 3684, + "n_ref": 6299 + }, + "13": { + "Dice": 0.599647113771212, + "FN": 13598, + "FP": 32690, + "IoU": 0.4282114313243487, + "TN": 50752599, + "TP": 34665, + "n_pred": 67355, + "n_ref": 48263 + }, + "14": { + "Dice": 0.6267119613802968, + "FN": 24448, + "FP": 6869, + "IoU": 0.4563587126341006, + "TN": 50775946, + "TP": 26289, + "n_pred": 33158, + "n_ref": 50737 + }, + "15": { + "Dice": 0.00043230780315584694, + "FN": 34747, + "FP": 6872, + "IoU": 0.00021620063418852694, + "TN": 50791924, + "TP": 9, + "n_pred": 6881, + "n_ref": 34756 + }, + "2": { + "Dice": 0.9098481470003552, + "FN": 31512, + "FP": 4269, + "IoU": 0.8346067976647761, + "TN": 50617213, + "TP": 180558, + "n_pred": 184827, + "n_ref": 212070 + }, + "3": { + "Dice": 0.9171831329655296, + "FN": 7714, + "FP": 27577, + "IoU": 0.8470343978640036, + "TN": 50602840, + "TP": 195421, + "n_pred": 222998, + "n_ref": 203135 + }, + "4": { + "Dice": 0.8852637302882002, + "FN": 2499, + "FP": 1510, + "IoU": 0.7941463414634147, + "TN": 50814077, + "TP": 15466, + "n_pred": 16976, + "n_ref": 17965 + }, + "5": { + "Dice": 0.8495437779072025, + "FN": 1904, + "FP": 1971, + "IoU": 0.7384407694903814, + "TN": 50818737, + "TP": 10940, + "n_pred": 12911, + "n_ref": 12844 + }, + "6": { + "Dice": 0.9273630236216127, + "FN": 45599, + "FP": 291325, + "IoU": 0.8645637284971543, + "TN": 48345858, + "TP": 2150770, + "n_pred": 2442095, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.7910493148677366, + "FN": 12454, + "FP": 101608, + "IoU": 0.6543271984507729, + "TN": 50503581, + "TP": 215909, + "n_pred": 317517, + "n_ref": 228363 + }, + "8": { + "Dice": 0.9586557944156165, + "FN": 5932, + "FP": 2434, + "IoU": 0.9205945443155716, + "TN": 50728194, + "TP": 96992, + "n_pred": 99426, + "n_ref": 102924 + }, + "9": { + "Dice": 0.8536404955409687, + "FN": 23370, + "FP": 8091, + "IoU": 0.7446533938267497, + "TN": 50710343, + "TP": 91748, + "n_pred": 99839, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9609415297436704, + "FN": 13545, + "FP": 2584, + "IoU": 0.9248194950055235, + "TN": 76670323, + "TP": 198408, + "n_pred": 200992, + "n_ref": 211953 + }, + "10": { + "Dice": 0.7159503179819882, + "FN": 14637, + "FP": 25293, + "IoU": 0.5575721313655099, + "TN": 76794608, + "TP": 50322, + "n_pred": 75615, + "n_ref": 64959 + }, + "11": { + "Dice": 0.7093559697361137, + "FN": 952, + "FP": 623, + "IoU": 0.5496139548184158, + "TN": 76881363, + "TP": 1922, + "n_pred": 2545, + "n_ref": 2874 + }, + "12": { + "Dice": 0.6986238532110092, + "FN": 1086, + "FP": 228, + "IoU": 0.5368346845259077, + "TN": 76882023, + "TP": 1523, + "n_pred": 1751, + "n_ref": 2609 + }, + "13": { + "Dice": 0.500177628306847, + "FN": 21664, + "FP": 20544, + "IoU": 0.33349124386122825, + "TN": 76821533, + "TP": 21119, + "n_pred": 41663, + "n_ref": 42783 + }, + "14": { + "Dice": 0.8673860872120549, + "FN": 1814, + "FP": 22555, + "IoU": 0.7658267988929889, + "TN": 76780796, + "TP": 79695, + "n_pred": 102250, + "n_ref": 81509 + }, + "15": { + "Dice": 0.6908439409920388, + "FN": 16108, + "FP": 5289, + "IoU": 0.5277017481900053, + "TN": 76839556, + "TP": 23907, + "n_pred": 29196, + "n_ref": 40015 + }, + "2": { + "Dice": 0.9470201525184672, + "FN": 4860, + "FP": 6221, + "IoU": 0.8993715832107376, + "TN": 76774742, + "TP": 99037, + "n_pred": 105258, + "n_ref": 103897 + }, + "3": { + "Dice": 0.9342851839402803, + "FN": 4294, + "FP": 8805, + "IoU": 0.8766746693028291, + "TN": 76778645, + "TP": 93116, + "n_pred": 101921, + "n_ref": 97410 + }, + "4": { + "Dice": 0.925928213998888, + "FN": 2400, + "FP": 1197, + "IoU": 0.8620729322443346, + "TN": 76858781, + "TP": 22482, + "n_pred": 23679, + "n_ref": 24882 + }, + "5": { + "Dice": 0.8016830503425678, + "FN": 4990, + "FP": 336, + "IoU": 0.669007519731527, + "TN": 76868769, + "TP": 10765, + "n_pred": 11101, + "n_ref": 15755 + }, + "6": { + "Dice": 0.9690009404297878, + "FN": 27506, + "FP": 43100, + "IoU": 0.9398659789599912, + "TN": 75710716, + "TP": 1103538, + "n_pred": 1146638, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.7877649523670064, + "FN": 21284, + "FP": 54083, + "IoU": 0.6498450559610479, + "TN": 76669621, + "TP": 139872, + "n_pred": 193955, + "n_ref": 161156 + }, + "8": { + "Dice": 0.9569869856710924, + "FN": 4508, + "FP": 2036, + "IoU": 0.9175216152857251, + "TN": 76805518, + "TP": 72798, + "n_pred": 74834, + "n_ref": 77306 + }, + "9": { + "Dice": 0.9057362764200698, + "FN": 12511, + "FP": 3986, + "IoU": 0.8277129698286215, + "TN": 76789107, + "TP": 79256, + "n_pred": 83242, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8071847703001026, + "FN": 18720, + "FP": 31851, + "IoU": 0.6767056206208766, + "TN": 130843508, + "TP": 105853, + "n_pred": 137704, + "n_ref": 124573 + }, + "10": { + "Dice": 0.7344487881157155, + "FN": 22337, + "FP": 3136, + "IoU": 0.5803390500667227, + "TN": 130939233, + "TP": 35226, + "n_pred": 38362, + "n_ref": 57563 + }, + "11": { + "Dice": 0.7578815940068672, + "FN": 1926, + "FP": 401, + "IoU": 0.6101524543474619, + "TN": 130993963, + "TP": 3642, + "n_pred": 4043, + "n_ref": 5568 + }, + "12": { + "Dice": 0.7278008298755186, + "FN": 2917, + "FP": 363, + "IoU": 0.5720808871493803, + "TN": 130992267, + "TP": 4385, + "n_pred": 4748, + "n_ref": 7302 + }, + "13": { + "Dice": 0.33794206981133884, + "FN": 60782, + "FP": 8315, + "IoU": 0.203327491583268, + "TN": 130913200, + "TP": 17635, + "n_pred": 25950, + "n_ref": 78417 + }, + "14": { + "Dice": 0.012539231034964316, + "FN": 940154, + "FP": 275, + "IoU": 0.006309171597633136, + "TN": 130053532, + "TP": 5971, + "n_pred": 6246, + "n_ref": 946125 + }, + "15": { + "Dice": 0.13923911045763646, + "FN": 23416, + "FP": 1, + "IoU": 0.0748291256765833, + "TN": 130974621, + "TP": 1894, + "n_pred": 1895, + "n_ref": 25310 + }, + "2": { + "Dice": 0.8240665903914179, + "FN": 61839, + "FP": 5205, + "IoU": 0.7007765777024011, + "TN": 130775872, + "TP": 157016, + "n_pred": 162221, + "n_ref": 218855 + }, + "3": { + "Dice": 0.8955837902991918, + "FN": 15930, + "FP": 46355, + "IoU": 0.8109114864782815, + "TN": 130670536, + "TP": 267111, + "n_pred": 313466, + "n_ref": 283041 + }, + "4": { + "Dice": 0.0, + "FN": 2280, + "FP": 2099, + "IoU": 0.0, + "TN": 130995553, + "TP": 0, + "n_pred": 2099, + "n_ref": 2280 + }, + "5": { + "Dice": 0.2777617328519856, + "FN": 19872, + "FP": 134, + "IoU": 0.16127950362637825, + "TN": 130976079, + "TP": 3847, + "n_pred": 3981, + "n_ref": 23719 + }, + "6": { + "Dice": 0.9001253085295388, + "FN": 37431, + "FP": 281142, + "IoU": 0.818388963315566, + "TN": 129245782, + "TP": 1435577, + "n_pred": 1716719, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.5235356050898012, + "FN": 84976, + "FP": 131791, + "IoU": 0.3545873553704244, + "TN": 130664074, + "TP": 119091, + "n_pred": 250882, + "n_ref": 204067 + }, + "8": { + "Dice": 0.9360255485731946, + "FN": 12448, + "FP": 3077, + "IoU": 0.8797443841982959, + "TN": 130870832, + "TP": 113575, + "n_pred": 116652, + "n_ref": 126023 + }, + "9": { + "Dice": 0.780040171714387, + "FN": 7704, + "FP": 20221, + "IoU": 0.6393982438016529, + "TN": 130922492, + "TP": 49515, + "n_pred": 69736, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.956032826960014, + "FN": 2665, + "FP": 2371, + "IoU": 0.9157690506456145, + "TN": 74366910, + "TP": 54752, + "n_pred": 57123, + "n_ref": 57417 + }, + "10": { + "Dice": 0.6655342926763448, + "FN": 36850, + "FP": 5289, + "IoU": 0.4987271602588504, + "TN": 74342634, + "TP": 41925, + "n_pred": 47214, + "n_ref": 78775 + }, + "11": { + "Dice": 0.6418581418581418, + "FN": 1103, + "FP": 331, + "IoU": 0.47260022066936375, + "TN": 74423979, + "TP": 1285, + "n_pred": 1616, + "n_ref": 2388 + }, + "12": { + "Dice": 0.5706340378197998, + "FN": 1431, + "FP": 113, + "IoU": 0.3992217898832685, + "TN": 74424128, + "TP": 1026, + "n_pred": 1139, + "n_ref": 2457 + }, + "13": { + "Dice": 0.37681678188177214, + "FN": 78062, + "FP": 5505, + "IoU": 0.23214679506027638, + "TN": 74317866, + "TP": 25265, + "n_pred": 30770, + "n_ref": 103327 + }, + "14": { + "Dice": 0.9192466071396272, + "FN": 18426, + "FP": 8362, + "IoU": 0.8505609264910157, + "TN": 74247441, + "TP": 152469, + "n_pred": 160831, + "n_ref": 170895 + }, + "15": { + "Dice": 0.5986232043504228, + "FN": 12696, + "FP": 73, + "IoU": 0.4271679153021399, + "TN": 74404407, + "TP": 9522, + "n_pred": 9595, + "n_ref": 22218 + }, + "2": { + "Dice": 0.9220828974951681, + "FN": 11648, + "FP": 6453, + "IoU": 0.8554302509464403, + "TN": 74301492, + "TP": 107105, + "n_pred": 113558, + "n_ref": 118753 + }, + "3": { + "Dice": 0.9435554518432941, + "FN": 7867, + "FP": 6888, + "IoU": 0.8931424308920126, + "TN": 74288617, + "TP": 123326, + "n_pred": 130214, + "n_ref": 131193 + }, + "4": { + "Dice": 0.7032247228753779, + "FN": 13712, + "FP": 424, + "IoU": 0.5422872684885377, + "TN": 74395814, + "TP": 16748, + "n_pred": 17172, + "n_ref": 30460 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 74426698, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.962594377487883, + "FN": 15207, + "FP": 52592, + "IoU": 0.927886215959505, + "TN": 73486531, + "TP": 872368, + "n_pred": 924960, + "n_ref": 887575 + }, + "7": { + "Dice": 0.8100030604383814, + "FN": 35382, + "FP": 18629, + "IoU": 0.6806765912665098, + "TN": 74257556, + "TP": 115131, + "n_pred": 133760, + "n_ref": 150513 + }, + "8": { + "Dice": 0.9246078937330312, + "FN": 2025, + "FP": 4695, + "IoU": 0.8597867590293572, + "TN": 74378771, + "TP": 41207, + "n_pred": 45902, + "n_ref": 43232 + }, + "9": { + "Dice": 0.8766776021473307, + "FN": 4377, + "FP": 3893, + "IoU": 0.7804327625116155, + "TN": 74389033, + "TP": 29395, + "n_pred": 33288, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9667311129755956, + "FN": 7896, + "FP": 1224, + "IoU": 0.9356045895851721, + "TN": 106505063, + "TP": 132505, + "n_pred": 133729, + "n_ref": 140401 + }, + "10": { + "Dice": 0.8344043946120852, + "FN": 16180, + "FP": 16829, + "IoU": 0.7158609647763661, + "TN": 106530516, + "TP": 83163, + "n_pred": 99992, + "n_ref": 99343 + }, + "11": { + "Dice": 0.5743280307185957, + "FN": 2557, + "FP": 547, + "IoU": 0.4028472489419007, + "TN": 106641490, + "TP": 2094, + "n_pred": 2641, + "n_ref": 4651 + }, + "12": { + "Dice": 0.7615431972091115, + "FN": 1759, + "FP": 565, + "IoU": 0.6149130074565037, + "TN": 106640653, + "TP": 3711, + "n_pred": 4276, + "n_ref": 5470 + }, + "13": { + "Dice": 0.7226066981725606, + "FN": 16249, + "FP": 2710, + "IoU": 0.5656884979268321, + "TN": 106603035, + "TP": 24694, + "n_pred": 27404, + "n_ref": 40943 + }, + "14": { + "Dice": 0.947251396570892, + "FN": 1665, + "FP": 5974, + "IoU": 0.8997887942908867, + "TN": 106570459, + "TP": 68590, + "n_pred": 74564, + "n_ref": 70255 + }, + "15": { + "Dice": 0.8270435615832534, + "FN": 4120, + "FP": 5266, + "IoU": 0.7050931598956861, + "TN": 106614861, + "TP": 22441, + "n_pred": 27707, + "n_ref": 26561 + }, + "2": { + "Dice": 0.8784914020404135, + "FN": 37575, + "FP": 3670, + "IoU": 0.783312231077581, + "TN": 106456345, + "TP": 149098, + "n_pred": 152768, + "n_ref": 186673 + }, + "3": { + "Dice": 0.8668579540306262, + "FN": 6988, + "FP": 37094, + "IoU": 0.7650037849306451, + "TN": 106459102, + "TP": 143504, + "n_pred": 180598, + "n_ref": 150492 + }, + "4": { + "Dice": 0.8798102521903287, + "FN": 995, + "FP": 1488, + "IoU": 0.7854118053755077, + "TN": 106635117, + "TP": 9088, + "n_pred": 10576, + "n_ref": 10083 + }, + "5": { + "Dice": 0.7205594405594405, + "FN": 1866, + "FP": 132, + "IoU": 0.5631832094446874, + "TN": 106642114, + "TP": 2576, + "n_pred": 2708, + "n_ref": 4442 + }, + "6": { + "Dice": 0.9727336683259613, + "FN": 30957, + "FP": 38651, + "IoU": 0.946914775977121, + "TN": 105335438, + "TP": 1241642, + "n_pred": 1280293, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.8704172972721497, + "FN": 37491, + "FP": 51640, + "IoU": 0.7705653558346482, + "TN": 106258207, + "TP": 299350, + "n_pred": 350990, + "n_ref": 336841 + }, + "8": { + "Dice": 0.9501861091312267, + "FN": 5042, + "FP": 1877, + "IoU": 0.9050995775497888, + "TN": 106573780, + "TP": 65989, + "n_pred": 67866, + "n_ref": 71031 + }, + "9": { + "Dice": 0.8852061890889666, + "FN": 13828, + "FP": 4653, + "IoU": 0.7940537348028127, + "TN": 106556951, + "TP": 71256, + "n_pred": 75909, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9310781494545936, + "FN": 17619, + "FP": 2682, + "IoU": 0.8710441731353143, + "TN": 107969502, + "TP": 137125, + "n_pred": 139807, + "n_ref": 154744 + }, + "10": { + "Dice": 0.8495141723681942, + "FN": 7263, + "FP": 18911, + "IoU": 0.7383960340622876, + "TN": 108026876, + "TP": 73878, + "n_pred": 92789, + "n_ref": 81141 + }, + "11": { + "Dice": 0.6842012975626863, + "FN": 1086, + "FP": 715, + "IoU": 0.5199893390191898, + "TN": 108123176, + "TP": 1951, + "n_pred": 2666, + "n_ref": 3037 + }, + "12": { + "Dice": 0.7515544041450777, + "FN": 1073, + "FP": 845, + "IoU": 0.6019921145465864, + "TN": 108122109, + "TP": 2901, + "n_pred": 3746, + "n_ref": 3974 + }, + "13": { + "Dice": 0.7058191905031765, + "FN": 30094, + "FP": 9358, + "IoU": 0.545379119612814, + "TN": 108040148, + "TP": 47328, + "n_pred": 56686, + "n_ref": 77422 + }, + "14": { + "Dice": 0.7865619564210504, + "FN": 1683, + "FP": 19054, + "IoU": 0.64820940845166, + "TN": 108067981, + "TP": 38210, + "n_pred": 57264, + "n_ref": 39893 + }, + "15": { + "Dice": 0.7562930565201884, + "FN": 7086, + "FP": 5897, + "IoU": 0.608095870562666, + "TN": 108093800, + "TP": 20145, + "n_pred": 26042, + "n_ref": 27231 + }, + "2": { + "Dice": 0.9579571486322598, + "FN": 12673, + "FP": 2927, + "IoU": 0.9193068666752877, + "TN": 107933603, + "TP": 177725, + "n_pred": 180652, + "n_ref": 190398 + }, + "3": { + "Dice": 0.9618858284696401, + "FN": 11779, + "FP": 3156, + "IoU": 0.9265703665827565, + "TN": 107923536, + "TP": 188457, + "n_pred": 191613, + "n_ref": 200236 + }, + "4": { + "Dice": 0.9001131404557944, + "FN": 5464, + "FP": 716, + "IoU": 0.8183688464364438, + "TN": 108092903, + "TP": 27845, + "n_pred": 28561, + "n_ref": 33309 + }, + "5": { + "Dice": 0.6874895046179681, + "FN": 1830, + "FP": 31, + "IoU": 0.5237973387922211, + "TN": 108123020, + "TP": 2047, + "n_pred": 2078, + "n_ref": 3877 + }, + "6": { + "Dice": 0.9690281921007063, + "FN": 43122, + "FP": 48689, + "IoU": 0.9399172554244685, + "TN": 106598852, + "TP": 1436265, + "n_pred": 1484954, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.9336532527382525, + "FN": 13573, + "FP": 20936, + "IoU": 0.8755625270445695, + "TN": 107849608, + "TP": 242811, + "n_pred": 263747, + "n_ref": 256384 + }, + "8": { + "Dice": 0.9454596080888239, + "FN": 2425, + "FP": 2276, + "IoU": 0.8965608290976302, + "TN": 108081481, + "TP": 40746, + "n_pred": 43022, + "n_ref": 43171 + }, + "9": { + "Dice": 0.9027584466746433, + "FN": 6282, + "FP": 5665, + "IoU": 0.8227526964675163, + "TN": 108059525, + "TP": 55456, + "n_pred": 61121, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8090923029142703, + "FN": 21589, + "FP": 26972, + "IoU": 0.6793912785131878, + "TN": 62418695, + "TP": 102904, + "n_pred": 129876, + "n_ref": 124493 + }, + "10": { + "Dice": 0.8288184120691554, + "FN": 13987, + "FP": 4667, + "IoU": 0.7076771190823187, + "TN": 62506347, + "TP": 45159, + "n_pred": 49826, + "n_ref": 59146 + }, + "11": { + "Dice": 0.6860068259385665, + "FN": 645, + "FP": 643, + "IoU": 0.522077922077922, + "TN": 62567465, + "TP": 1407, + "n_pred": 2050, + "n_ref": 2052 + }, + "12": { + "Dice": 0.6306804520317384, + "FN": 1644, + "FP": 1428, + "IoU": 0.4605794556628622, + "TN": 62564465, + "TP": 2623, + "n_pred": 4051, + "n_ref": 4267 + }, + "13": { + "Dice": 0.7902381779209426, + "FN": 8713, + "FP": 8804, + "IoU": 0.6532179834893987, + "TN": 62519647, + "TP": 32996, + "n_pred": 41800, + "n_ref": 41709 + }, + "14": { + "Dice": 0.8647593988315568, + "FN": 82969, + "FP": 1941, + "IoU": 0.7617410775667341, + "TN": 62213783, + "TP": 271467, + "n_pred": 273408, + "n_ref": 354436 + }, + "15": { + "Dice": 0.38578275896400177, + "FN": 64215, + "FP": 22155, + "IoU": 0.23899060743299205, + "TN": 62456666, + "TP": 27124, + "n_pred": 49279, + "n_ref": 91339 + }, + "2": { + "Dice": 0.862153634892351, + "FN": 35165, + "FP": 6996, + "IoU": 0.7577065422279435, + "TN": 62396152, + "TP": 131847, + "n_pred": 138843, + "n_ref": 167012 + }, + "3": { + "Dice": 0.904913723983167, + "FN": 9433, + "FP": 30651, + "IoU": 0.8263401193142679, + "TN": 62339341, + "TP": 190735, + "n_pred": 221386, + "n_ref": 200168 + }, + "4": { + "Dice": 0.917323888557132, + "FN": 1206, + "FP": 2809, + "IoU": 0.8472745254669253, + "TN": 62543871, + "TP": 22274, + "n_pred": 25083, + "n_ref": 23480 + }, + "5": { + "Dice": 0.5428424833247819, + "FN": 5001, + "FP": 345, + "IoU": 0.37253521126760564, + "TN": 62561640, + "TP": 3174, + "n_pred": 3519, + "n_ref": 8175 + }, + "6": { + "Dice": 0.9630085450104723, + "FN": 40478, + "FP": 68388, + "IoU": 0.928656200952203, + "TN": 61044225, + "TP": 1417069, + "n_pred": 1485457, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.8719065664730913, + "FN": 18864, + "FP": 30655, + "IoU": 0.772902793828995, + "TN": 62352108, + "TP": 168533, + "n_pred": 199188, + "n_ref": 187397 + }, + "8": { + "Dice": 0.9262283522310599, + "FN": 4447, + "FP": 6015, + "IoU": 0.8625934146757903, + "TN": 62494021, + "TP": 65677, + "n_pred": 71692, + "n_ref": 70124 + }, + "9": { + "Dice": 0.8801347322776724, + "FN": 4130, + "FP": 8254, + "IoU": 0.7859291270527226, + "TN": 62512310, + "TP": 45466, + "n_pred": 53720, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7958168959170926, + "FN": 90881, + "FP": 6527, + "IoU": 0.6608769822619109, + "TN": 55094013, + "TP": 189827, + "n_pred": 196354, + "n_ref": 280708 + }, + "10": { + "Dice": 0.8363330486653782, + "FN": 11445, + "FP": 14044, + "IoU": 0.7187048216039641, + "TN": 55290635, + "TP": 65124, + "n_pred": 79168, + "n_ref": 76569 + }, + "11": { + "Dice": 0.7101719040840907, + "FN": 1084, + "FP": 1563, + "IoU": 0.5505942275042445, + "TN": 55375358, + "TP": 3243, + "n_pred": 4806, + "n_ref": 4327 + }, + "12": { + "Dice": 0.6297683451241504, + "FN": 2458, + "FP": 211, + "IoU": 0.4596072079368293, + "TN": 55376309, + "TP": 2270, + "n_pred": 2481, + "n_ref": 4728 + }, + "13": { + "Dice": 0.7587182471206709, + "FN": 17058, + "FP": 6992, + "IoU": 0.6112377349950697, + "TN": 55319385, + "TP": 37813, + "n_pred": 44805, + "n_ref": 54871 + }, + "14": { + "Dice": 0.9287270174569254, + "FN": 5223, + "FP": 8585, + "IoU": 0.866937776450068, + "TN": 55277477, + "TP": 89963, + "n_pred": 98548, + "n_ref": 95186 + }, + "15": { + "Dice": 0.7766912096168295, + "FN": 23248, + "FP": 13905, + "IoU": 0.6349101843480995, + "TN": 55279484, + "TP": 64611, + "n_pred": 78516, + "n_ref": 87859 + }, + "2": { + "Dice": 0.9415634014651804, + "FN": 16011, + "FP": 6252, + "IoU": 0.8895794068048805, + "TN": 55179628, + "TP": 179357, + "n_pred": 185609, + "n_ref": 195368 + }, + "3": { + "Dice": 0.9468811024320966, + "FN": 13208, + "FP": 5942, + "IoU": 0.8991207969193651, + "TN": 55191417, + "TP": 170681, + "n_pred": 176623, + "n_ref": 183889 + }, + "4": { + "Dice": 0.761845191555903, + "FN": 2537, + "FP": 509, + "IoU": 0.6153068956807275, + "TN": 55373330, + "TP": 4872, + "n_pred": 5381, + "n_ref": 7409 + }, + "5": { + "Dice": 0.5524198697484357, + "FN": 3477, + "FP": 28, + "IoU": 0.38161609033168664, + "TN": 55375580, + "TP": 2163, + "n_pred": 2191, + "n_ref": 5640 + }, + "6": { + "Dice": 0.9529376514455213, + "FN": 38996, + "FP": 105194, + "IoU": 0.9101059289937213, + "TN": 53777249, + "TP": 1459809, + "n_pred": 1565003, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.8929890428913537, + "FN": 29452, + "FP": 5492, + "IoU": 0.8066668510885502, + "TN": 55200503, + "TP": 145801, + "n_pred": 151293, + "n_ref": 175253 + }, + "8": { + "Dice": 0.9340586912172412, + "FN": 2411, + "FP": 3892, + "IoU": 0.8762759108040201, + "TN": 55330304, + "TP": 44641, + "n_pred": 48533, + "n_ref": 47052 + }, + "9": { + "Dice": 0.8885404314121348, + "FN": 5584, + "FP": 5789, + "IoU": 0.7994356758663257, + "TN": 55324543, + "TP": 45332, + "n_pred": 51121, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7249269642821867, + "FN": 123601, + "FP": 1722, + "IoU": 0.5685376005728824, + "TN": 110856154, + "TP": 165138, + "n_pred": 166860, + "n_ref": 288739 + }, + "10": { + "Dice": 0.8454958906639579, + "FN": 9027, + "FP": 17743, + "IoU": 0.732345501264785, + "TN": 111046598, + "TP": 73247, + "n_pred": 90990, + "n_ref": 82274 + }, + "11": { + "Dice": 0.78622703491909, + "FN": 403, + "FP": 1354, + "IoU": 0.6477546110665597, + "TN": 111141627, + "TP": 3231, + "n_pred": 4585, + "n_ref": 3634 + }, + "12": { + "Dice": 0.7799442896935933, + "FN": 864, + "FP": 400, + "IoU": 0.639269406392694, + "TN": 111143111, + "TP": 2240, + "n_pred": 2640, + "n_ref": 3104 + }, + "13": { + "Dice": 0.7582645147767764, + "FN": 17373, + "FP": 11460, + "IoU": 0.6106489858751721, + "TN": 111072561, + "TP": 45221, + "n_pred": 56681, + "n_ref": 62594 + }, + "14": { + "Dice": 0.8694727428730257, + "FN": 5142, + "FP": 5659, + "IoU": 0.7690860502405131, + "TN": 111099840, + "TP": 35974, + "n_pred": 41633, + "n_ref": 41116 + }, + "15": { + "Dice": 0.7858432109562531, + "FN": 4248, + "FP": 7261, + "IoU": 0.6472337164750958, + "TN": 111113990, + "TP": 21116, + "n_pred": 28377, + "n_ref": 25364 + }, + "2": { + "Dice": 0.761633343956199, + "FN": 10102, + "FP": 81150, + "IoU": 0.6150305648485258, + "TN": 110909578, + "TP": 145785, + "n_pred": 226935, + "n_ref": 155887 + }, + "3": { + "Dice": 0.7206224717884462, + "FN": 104806, + "FP": 3557, + "IoU": 0.563260222958431, + "TN": 110898497, + "TP": 139755, + "n_pred": 143312, + "n_ref": 244561 + }, + "4": { + "Dice": 0.8971542956070114, + "FN": 2255, + "FP": 1547, + "IoU": 0.8134903115035566, + "TN": 111126230, + "TP": 16583, + "n_pred": 18130, + "n_ref": 18838 + }, + "5": { + "Dice": 0.8278890435900182, + "FN": 902, + "FP": 705, + "IoU": 0.7063230994152047, + "TN": 111141143, + "TP": 3865, + "n_pred": 4570, + "n_ref": 4767 + }, + "6": { + "Dice": 0.9531813885676336, + "FN": 16832, + "FP": 139106, + "IoU": 0.9105506705344026, + "TN": 109403304, + "TP": 1587373, + "n_pred": 1726479, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.5133941018766756, + "FN": 235078, + "FP": 37178, + "IoU": 0.3453464718018265, + "TN": 110730737, + "TP": 143622, + "n_pred": 180800, + "n_ref": 378700 + }, + "8": { + "Dice": 0.9329113527402626, + "FN": 6119, + "FP": 4586, + "IoU": 0.8742585305690962, + "TN": 111061480, + "TP": 74430, + "n_pred": 79016, + "n_ref": 80549 + }, + "9": { + "Dice": 0.9024290653043817, + "FN": 6127, + "FP": 4626, + "IoU": 0.8222056878306878, + "TN": 111086135, + "TP": 49727, + "n_pred": 54353, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9618044214199083, + "FN": 12263, + "FP": 2822, + "IoU": 0.926419300239497, + "TN": 96916012, + "TP": 189928, + "n_pred": 192750, + "n_ref": 202191 + }, + "10": { + "Dice": 0.8751544142770783, + "FN": 7807, + "FP": 11193, + "IoU": 0.7780218239596234, + "TN": 97035431, + "TP": 66594, + "n_pred": 77787, + "n_ref": 74401 + }, + "11": { + "Dice": 0.7475083056478405, + "FN": 1212, + "FP": 612, + "IoU": 0.596816976127321, + "TN": 97116501, + "TP": 2700, + "n_pred": 3312, + "n_ref": 3912 + }, + "12": { + "Dice": 0.6895156759186425, + "FN": 2215, + "FP": 548, + "IoU": 0.5261533184702453, + "TN": 97115194, + "TP": 3068, + "n_pred": 3616, + "n_ref": 5283 + }, + "13": { + "Dice": 0.8085013192061821, + "FN": 12607, + "FP": 5756, + "IoU": 0.6785582999282301, + "TN": 97063898, + "TP": 38764, + "n_pred": 44520, + "n_ref": 51371 + }, + "14": { + "Dice": 0.9205149146346207, + "FN": 14961, + "FP": 5477, + "IoU": 0.8527351856121743, + "TN": 96982241, + "TP": 118346, + "n_pred": 123823, + "n_ref": 133307 + }, + "15": { + "Dice": 0.8502135991456035, + "FN": 11181, + "FP": 9015, + "IoU": 0.7394535180741544, + "TN": 97043511, + "TP": 57318, + "n_pred": 66333, + "n_ref": 68499 + }, + "2": { + "Dice": 0.9521058030213827, + "FN": 10526, + "FP": 5256, + "IoU": 0.9085896322038807, + "TN": 96948375, + "TP": 156868, + "n_pred": 162124, + "n_ref": 167394 + }, + "3": { + "Dice": 0.9497850506171127, + "FN": 14377, + "FP": 7349, + "IoU": 0.9043720537164437, + "TN": 96893832, + "TP": 205467, + "n_pred": 212816, + "n_ref": 219844 + }, + "4": { + "Dice": 0.8638522427440634, + "FN": 2500, + "FP": 2144, + "IoU": 0.7603344170924292, + "TN": 97101648, + "TP": 14733, + "n_pred": 16877, + "n_ref": 17233 + }, + "5": { + "Dice": 0.4658224809458081, + "FN": 8577, + "FP": 324, + "IoU": 0.3036301048349241, + "TN": 97108243, + "TP": 3881, + "n_pred": 4205, + "n_ref": 12458 + }, + "6": { + "Dice": 0.977689507905908, + "FN": 27413, + "FP": 43796, + "IoU": 0.9563528061843689, + "TN": 95489557, + "TP": 1560259, + "n_pred": 1604055, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.9123102252181587, + "FN": 38896, + "FP": 16443, + "IoU": 0.8387595860236358, + "TN": 96777817, + "TP": 287869, + "n_pred": 304312, + "n_ref": 326765 + }, + "8": { + "Dice": 0.9448966332257289, + "FN": 7759, + "FP": 3012, + "IoU": 0.8955488750969745, + "TN": 97017905, + "TP": 92349, + "n_pred": 95361, + "n_ref": 100108 + }, + "9": { + "Dice": 0.9077161171474625, + "FN": 10692, + "FP": 6541, + "IoU": 0.8310258270743043, + "TN": 97019039, + "TP": 84753, + "n_pred": 91294, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9664331521343713, + "FN": 11173, + "FP": 1745, + "IoU": 0.9350465856466933, + "TN": 78857524, + "TP": 185963, + "n_pred": 187708, + "n_ref": 197136 + }, + "10": { + "Dice": 0.8469383387196884, + "FN": 13869, + "FP": 14737, + "IoU": 0.7345126172864713, + "TN": 78948656, + "TP": 79143, + "n_pred": 93880, + "n_ref": 93012 + }, + "11": { + "Dice": 0.5401873230233065, + "FN": 1769, + "FP": 342, + "IoU": 0.3700387943897344, + "TN": 79053054, + "TP": 1240, + "n_pred": 1582, + "n_ref": 3009 + }, + "12": { + "Dice": 0.5224306688417618, + "FN": 1723, + "FP": 619, + "IoU": 0.35357438586806517, + "TN": 79052782, + "TP": 1281, + "n_pred": 1900, + "n_ref": 3004 + }, + "13": { + "Dice": 0.6523588027817824, + "FN": 29501, + "FP": 8840, + "IoU": 0.4840745475341452, + "TN": 78982090, + "TP": 35974, + "n_pred": 44814, + "n_ref": 65475 + }, + "14": { + "Dice": 0.6800067422764815, + "FN": 9638, + "FP": 16940, + "IoU": 0.5151592542595498, + "TN": 79001587, + "TP": 28240, + "n_pred": 45180, + "n_ref": 37878 + }, + "15": { + "Dice": 0.5731089872522229, + "FN": 17874, + "FP": 12901, + "IoU": 0.40164874691346025, + "TN": 79004972, + "TP": 20658, + "n_pred": 33559, + "n_ref": 38532 + }, + "2": { + "Dice": 0.9340574901330726, + "FN": 5775, + "FP": 9329, + "IoU": 0.8762737966512665, + "TN": 78934329, + "TP": 106972, + "n_pred": 116301, + "n_ref": 112747 + }, + "3": { + "Dice": 0.9371660815937304, + "FN": 8854, + "FP": 6235, + "IoU": 0.8817615484073189, + "TN": 78928790, + "TP": 112526, + "n_pred": 118761, + "n_ref": 121380 + }, + "4": { + "Dice": 0.6841739399088592, + "FN": 4053, + "FP": 36, + "IoU": 0.5199577365578775, + "TN": 79047887, + "TP": 4429, + "n_pred": 4465, + "n_ref": 8482 + }, + "5": { + "Dice": 0.6789772727272727, + "FN": 2329, + "FP": 157, + "IoU": 0.513978494623656, + "TN": 79051290, + "TP": 2629, + "n_pred": 2786, + "n_ref": 4958 + }, + "6": { + "Dice": 0.9736700776102987, + "FN": 36867, + "FP": 32457, + "IoU": 0.9486911142015719, + "TN": 77705294, + "TP": 1281787, + "n_pred": 1314244, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.8952857959597795, + "FN": 84826, + "FP": 6203, + "IoU": 0.8104229969031737, + "TN": 78576236, + "TP": 389140, + "n_pred": 395343, + "n_ref": 473966 + }, + "8": { + "Dice": 0.9277348343498644, + "FN": 1942, + "FP": 2667, + "IoU": 0.865210270807744, + "TN": 79022211, + "TP": 29585, + "n_pred": 32252, + "n_ref": 31527 + }, + "9": { + "Dice": 0.9156177560172447, + "FN": 7895, + "FP": 3790, + "IoU": 0.8443680824709314, + "TN": 78981324, + "TP": 63396, + "n_pred": 67186, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9207427331029455, + "FN": 9884, + "FP": 28600, + "IoU": 0.8531262761381722, + "TN": 122449919, + "TP": 223537, + "n_pred": 252137, + "n_ref": 233421 + }, + "10": { + "Dice": 0.8306976958313192, + "FN": 20176, + "FP": 16599, + "IoU": 0.7104216701444939, + "TN": 122584945, + "TP": 90220, + "n_pred": 106819, + "n_ref": 110396 + }, + "11": { + "Dice": 0.5509534798979716, + "FN": 1914, + "FP": 1783, + "IoU": 0.38021793797150044, + "TN": 122705975, + "TP": 2268, + "n_pred": 4051, + "n_ref": 4182 + }, + "12": { + "Dice": 0.28970903136415166, + "FN": 5140, + "FP": 499, + "IoU": 0.16939166298423922, + "TN": 122705151, + "TP": 1150, + "n_pred": 1649, + "n_ref": 6290 + }, + "13": { + "Dice": 0.34183798199799975, + "FN": 38419, + "FP": 20809, + "IoU": 0.20615475344797546, + "TN": 122637331, + "TP": 15381, + "n_pred": 36190, + "n_ref": 53800 + }, + "14": { + "Dice": 0.8970164069523524, + "FN": 11908, + "FP": 10086, + "IoU": 0.8132635993920921, + "TN": 122594159, + "TP": 95787, + "n_pred": 105873, + "n_ref": 107695 + }, + "15": { + "Dice": 0.9067201206684397, + "FN": 5403, + "FP": 3997, + "IoU": 0.8293577315470355, + "TN": 122656854, + "TP": 45686, + "n_pred": 49683, + "n_ref": 51089 + }, + "2": { + "Dice": 0.68750536323194, + "FN": 60829, + "FP": 8362, + "IoU": 0.5238157505350888, + "TN": 122566637, + "TP": 76112, + "n_pred": 84474, + "n_ref": 136941 + }, + "3": { + "Dice": 0.8115672277014221, + "FN": 2864, + "FP": 63548, + "IoU": 0.6828886299826193, + "TN": 122502512, + "TP": 143016, + "n_pred": 206564, + "n_ref": 145880 + }, + "4": { + "Dice": 0.7555647551951268, + "FN": 14372, + "FP": 18693, + "IoU": 0.6071547381427621, + "TN": 122627772, + "TP": 51103, + "n_pred": 69796, + "n_ref": 65475 + }, + "5": { + "Dice": 0.4032185155049272, + "FN": 12749, + "FP": 453, + "IoU": 0.2525195334616691, + "TN": 122694278, + "TP": 4460, + "n_pred": 4913, + "n_ref": 17209 + }, + "6": { + "Dice": 0.9741904694116398, + "FN": 41036, + "FP": 47440, + "IoU": 0.949679682594571, + "TN": 120953684, + "TP": 1669780, + "n_pred": 1717220, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.7383522549533897, + "FN": 105964, + "FP": 220238, + "IoU": 0.5852285297954637, + "TN": 121925478, + "TP": 460260, + "n_pred": 680498, + "n_ref": 566224 + }, + "8": { + "Dice": 0.9081746761978908, + "FN": 8134, + "FP": 17814, + "IoU": 0.8317948452004356, + "TN": 122557676, + "TP": 128316, + "n_pred": 146130, + "n_ref": 136450 + }, + "9": { + "Dice": 0.8812557025938655, + "FN": 10517, + "FP": 6792, + "IoU": 0.7877186097279796, + "TN": 122630402, + "TP": 64229, + "n_pred": 71021, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/loop_001/summary_cross_val.json b/nnActive_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/loop_001/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..45673f45abb4a57e6dfa1fbd9683d54abe573288 --- /dev/null +++ b/nnActive_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/loop_001/summary_cross_val.json @@ -0,0 +1,24396 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": 0.47750678635033317, + "FN": 1600.966666666667, + "FP": 2083.2, + "IoU": 0.4032104815938304, + "TN": 829282.56, + "TP": 8146.873333333333, + "n_pred": 10230.073333333336, + "n_ref": 9747.84 + }, + "mean": { + "1": { + "Dice": 0.3481334640225096, + "FN": 2818.2, + "FP": 706.2666666666667, + "IoU": 0.3196020912115148, + "TN": 834671.6, + "TP": 2917.5333333333333, + "n_pred": 3623.8, + "n_ref": 5735.733333333334 + }, + "10": { + "Dice": 0.4121201126038328, + "FN": 940.9, + "FP": 1390.3666666666666, + "IoU": 0.3360842655202441, + "TN": 836400.5666666667, + "TP": 2381.766666666667, + "n_pred": 3772.133333333333, + "n_ref": 3322.6666666666665 + }, + "11": { + "Dice": 0.4511074181842266, + "FN": 386.43333333333334, + "FP": 285.06666666666666, + "IoU": 0.3268978062203651, + "TN": 840076.1666666666, + "TP": 365.93333333333334, + "n_pred": 651.0, + "n_ref": 752.3666666666667 + }, + "12": { + "Dice": 0.23725185275598484, + "FN": 220.43333333333334, + "FP": 284.1333333333333, + "IoU": 0.17730506735149143, + "TN": 840320.1, + "TP": 288.93333333333334, + "n_pred": 573.0666666666667, + "n_ref": 509.3666666666667 + }, + "13": { + "Dice": 0.37418668654621606, + "FN": 1338.2, + "FP": 1104.3333333333333, + "IoU": 0.27858396629157967, + "TN": 837141.5666666667, + "TP": 1529.5, + "n_pred": 2633.8333333333335, + "n_ref": 2867.7 + }, + "14": { + "Dice": 0.4041711216101348, + "FN": 590.0666666666667, + "FP": 2894.1666666666665, + "IoU": 0.35062890727415985, + "TN": 830830.5666666667, + "TP": 6798.8, + "n_pred": 9692.966666666667, + "n_ref": 7388.866666666667 + }, + "15": { + "Dice": 0.4484549866031138, + "FN": 1240.1666666666667, + "FP": 2076.866666666667, + "IoU": 0.36514338962548076, + "TN": 834165.5, + "TP": 3631.0666666666666, + "n_pred": 5707.933333333333, + "n_ref": 4871.233333333334 + }, + "2": { + "Dice": 0.6359578421689488, + "FN": 1049.5333333333333, + "FP": 1513.2, + "IoU": 0.5723780184399785, + "TN": 826956.0333333333, + "TP": 11594.833333333334, + "n_pred": 13108.033333333333, + "n_ref": 12644.366666666667 + }, + "3": { + "Dice": 0.496209208982206, + "FN": 1692.9333333333334, + "FP": 1277.2333333333333, + "IoU": 0.44224994995504174, + "TN": 829837.2666666667, + "TP": 8306.166666666666, + "n_pred": 9583.4, + "n_ref": 9999.1 + }, + "4": { + "Dice": 0.28608949604376177, + "FN": 2132.7, + "FP": 680.0333333333333, + "IoU": 0.2236643935218285, + "TN": 835446.7666666667, + "TP": 2854.1, + "n_pred": 3534.133333333333, + "n_ref": 4986.8 + }, + "5": { + "Dice": 0.36167827490926907, + "FN": 484.2, + "FP": 176.76666666666668, + "IoU": 0.26625502854253996, + "TN": 839991.7666666667, + "TP": 460.8666666666667, + "n_pred": 637.6333333333333, + "n_ref": 945.0666666666667 + }, + "6": { + "Dice": 0.7677157320325904, + "FN": 4593.033333333334, + "FP": 8911.733333333334, + "IoU": 0.6999734578431646, + "TN": 772797.2666666667, + "TP": 54811.566666666666, + "n_pred": 63723.3, + "n_ref": 59404.6 + }, + "7": { + "Dice": 0.4131004935823292, + "FN": 3893.4, + "FP": 8377.733333333334, + "IoU": 0.35394303881874617, + "TN": 812238.1333333333, + "TP": 16604.333333333332, + "n_pred": 24982.066666666666, + "n_ref": 20497.733333333334 + }, + "8": { + "Dice": 0.8607397810922991, + "FN": 472.5, + "FP": 624.4333333333333, + "IoU": 0.7695770873704944, + "TN": 834544.4333333333, + "TP": 5472.233333333334, + "n_pred": 6096.666666666667, + "n_ref": 5944.733333333334 + }, + "9": { + "Dice": 0.6656853241175748, + "FN": 2161.8, + "FP": 945.6666666666666, + "IoU": 0.5658707559208266, + "TN": 833820.6666666666, + "TP": 4185.466666666666, + "n_pred": 5131.133333333333, + "n_ref": 6347.266666666666 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 6212, + "FP": 0, + "IoU": 0.0, + "TN": 869948, + "TP": 0, + "n_pred": 0, + "n_ref": 6212 + }, + "10": { + "Dice": 0.0, + "FN": 606, + "FP": 4051, + "IoU": 0.0, + "TN": 871503, + "TP": 0, + "n_pred": 4051, + "n_ref": 606 + }, + "11": { + "Dice": 0.5497463048753585, + "FN": 768, + "FP": 1273, + "IoU": 0.37906905993306966, + "TN": 872873, + "TP": 1246, + "n_pred": 2519, + "n_ref": 2014 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 691, + "IoU": 0.0, + "TN": 875469, + "TP": 0, + "n_pred": 691, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 4151, + "IoU": 0.0, + "TN": 872009, + "TP": 0, + "n_pred": 4151, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.41664303673037295, + "FN": 347, + "FP": 30512, + "IoU": 0.263139043434657, + "TN": 834281, + "TP": 11020, + "n_pred": 41532, + "n_ref": 11367 + }, + "3": { + "Dice": 0.5198237885462555, + "FN": 29506, + "FP": 251, + "IoU": 0.35119047619047616, + "TN": 830296, + "TP": 16107, + "n_pred": 16358, + "n_ref": 45613 + }, + "4": { + "Dice": 0.0, + "FN": 3991, + "FP": 650, + "IoU": 0.0, + "TN": 871519, + "TP": 0, + "n_pred": 650, + "n_ref": 3991 + }, + "5": { + "Dice": 0.7188242651657286, + "FN": 3829, + "FP": 667, + "IoU": 0.5610660939177975, + "TN": 865917, + "TP": 5747, + "n_pred": 6414, + "n_ref": 9576 + }, + "6": { + "Dice": 0.7801191788659866, + "FN": 16118, + "FP": 15394, + "IoU": 0.6395044215391303, + "TN": 788747, + "TP": 55901, + "n_pred": 71295, + "n_ref": 72019 + }, + "7": { + "Dice": 0.08055163767434571, + "FN": 154, + "FP": 11580, + "IoU": 0.04196603527106466, + "TN": 863912, + "TP": 514, + "n_pred": 12094, + "n_ref": 668 + }, + "8": { + "Dice": 0.95152198421646, + "FN": 1045, + "FP": 2094, + "IoU": 0.9075268817204301, + "TN": 842215, + "TP": 30806, + "n_pred": 32900, + "n_ref": 31851 + }, + "9": { + "Dice": 0.2073119991316775, + "FN": 32698, + "FP": 11121, + "IoU": 0.1156431007689358, + "TN": 826611, + "TP": 5730, + "n_pred": 16851, + "n_ref": 38428 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0006.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0006.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.007721130918587487, + "FN": 28, + "FP": 8711, + "IoU": 0.0038755271856833464, + "TN": 692155, + "TP": 34, + "n_pred": 8745, + "n_ref": 62 + }, + "10": { + "Dice": 0.3673469387755102, + "FN": 31, + "FP": 0, + "IoU": 0.225, + "TN": 700888, + "TP": 9, + "n_pred": 9, + "n_ref": 40 + }, + "11": { + "Dice": 0.006259780907668232, + "FN": 1254, + "FP": 16, + "IoU": 0.0031397174254317113, + "TN": 699654, + "TP": 4, + "n_pred": 20, + "n_ref": 1258 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 56, + "IoU": 0.0, + "TN": 700872, + "TP": 0, + "n_pred": 56, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 17, + "FP": 2820, + "IoU": 0.0, + "TN": 698091, + "TP": 0, + "n_pred": 2820, + "n_ref": 17 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8236357065413805, + "FN": 1887, + "FP": 65, + "IoU": 0.7001536098310291, + "TN": 694418, + "TP": 4558, + "n_pred": 4623, + "n_ref": 6445 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1560, + "IoU": 0.0, + "TN": 699368, + "TP": 0, + "n_pred": 1560, + "n_ref": 0 + }, + "4": { + "Dice": 0.8836545324768023, + "FN": 3396, + "FP": 2798, + "IoU": 0.7915601023017903, + "TN": 671212, + "TP": 23522, + "n_pred": 26320, + "n_ref": 26918 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8258860749581043, + "FN": 27974, + "FP": 16494, + "IoU": 0.7034122135368034, + "TN": 550996, + "TP": 105464, + "n_pred": 121958, + "n_ref": 133438 + }, + "7": { + "Dice": 0.6600974553329724, + "FN": 3197, + "FP": 15637, + "IoU": 0.4926458703733635, + "TN": 663806, + "TP": 18288, + "n_pred": 33925, + "n_ref": 21485 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.5968178517198125, + "FN": 11754, + "FP": 460, + "IoU": 0.4253317022678084, + "TN": 679674, + "TP": 9040, + "n_pred": 9500, + "n_ref": 20794 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0017.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0017.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9028723036105664, + "FN": 985, + "FP": 699, + "IoU": 0.8229418567973925, + "TN": 1217113, + "TP": 7827, + "n_pred": 8526, + "n_ref": 8812 + }, + "10": { + "Dice": 0.4135924897527436, + "FN": 1327, + "FP": 3108, + "IoU": 0.26071011835305885, + "TN": 1220625, + "TP": 1564, + "n_pred": 4672, + "n_ref": 2891 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5646393210749646, + "FN": 449, + "FP": 1090, + "IoU": 0.39337800551832874, + "TN": 1224087, + "TP": 998, + "n_pred": 2088, + "n_ref": 1447 + }, + "13": { + "Dice": 0.34707590211530487, + "FN": 2027, + "FP": 5844, + "IoU": 0.20997691458396064, + "TN": 1216661, + "TP": 2092, + "n_pred": 7936, + "n_ref": 4119 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.49187365838699787, + "FN": 582, + "FP": 4389, + "IoU": 0.32614884099227326, + "TN": 1219247, + "TP": 2406, + "n_pred": 6795, + "n_ref": 2988 + }, + "3": { + "Dice": 0.9146348582436613, + "FN": 7229, + "FP": 1545, + "IoU": 0.8426978378572197, + "TN": 1170846, + "TP": 47004, + "n_pred": 48549, + "n_ref": 54233 + }, + "4": { + "Dice": 0.6412430195885536, + "FN": 11525, + "FP": 874, + "IoU": 0.4719335604770017, + "TN": 1203144, + "TP": 11081, + "n_pred": 11955, + "n_ref": 22606 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9807549691656539, + "FN": 3253, + "FP": 3572, + "IoU": 0.9622366943136484, + "TN": 1045893, + "TP": 173906, + "n_pred": 177478, + "n_ref": 177159 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 15951, + "IoU": 0.0, + "TN": 1210673, + "TP": 0, + "n_pred": 15951, + "n_ref": 0 + }, + "8": { + "Dice": 0.875, + "FN": 6, + "FP": 0, + "IoU": 0.7777777777777778, + "TN": 1226597, + "TP": 21, + "n_pred": 21, + "n_ref": 27 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0019.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0019.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 417, + "FP": 0, + "IoU": 0.0, + "TN": 525279, + "TP": 0, + "n_pred": 0, + "n_ref": 417 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0025.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0025.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7829761175750153, + "FN": 2833, + "FP": 711, + "IoU": 0.6433531246855188, + "TN": 690991, + "TP": 6393, + "n_pred": 7104, + "n_ref": 9226 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7399438727782974, + "FN": 772, + "FP": 340, + "IoU": 0.5872308834446919, + "TN": 698234, + "TP": 1582, + "n_pred": 1922, + "n_ref": 2354 + }, + "13": { + "Dice": 0.6615941493683978, + "FN": 3668, + "FP": 913, + "IoU": 0.4943150458107959, + "TN": 691869, + "TP": 4478, + "n_pred": 5391, + "n_ref": 8146 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 254, + "IoU": 0.0, + "TN": 700674, + "TP": 0, + "n_pred": 254, + "n_ref": 0 + }, + "3": { + "Dice": 0.8695332598309445, + "FN": 707, + "FP": 358, + "IoU": 0.7691807542262679, + "TN": 696314, + "TP": 3549, + "n_pred": 3907, + "n_ref": 4256 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 58, + "FP": 3432, + "IoU": 0.0, + "TN": 697438, + "TP": 0, + "n_pred": 3432, + "n_ref": 58 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.08183233266622193, + "FN": 8256, + "FP": 2, + "IoU": 0.042661720380245766, + "TN": 692302, + "TP": 368, + "n_pred": 370, + "n_ref": 8624 + }, + "8": { + "Dice": 0.8369913686806412, + "FN": 4160, + "FP": 1789, + "IoU": 0.7196776929601357, + "TN": 679706, + "TP": 15273, + "n_pred": 17062, + "n_ref": 19433 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0027.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0027.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9460451634733865, + "FN": 2492, + "FP": 5959, + "IoU": 0.89761451884518, + "TN": 618387, + "TP": 74090, + "n_pred": 80049, + "n_ref": 76582 + }, + "15": { + "Dice": 0.86482169006168, + "FN": 2677, + "FP": 6462, + "IoU": 0.7618377505016548, + "TN": 662555, + "TP": 29234, + "n_pred": 35696, + "n_ref": 31911 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0038.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0038.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 3038, + "FP": 2837, + "IoU": 0.0, + "TN": 870285, + "TP": 0, + "n_pred": 2837, + "n_ref": 3038 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 147, + "FP": 0, + "IoU": 0.0, + "TN": 876013, + "TP": 0, + "n_pred": 0, + "n_ref": 147 + }, + "13": { + "Dice": 0.6324577479128487, + "FN": 654, + "FP": 1151, + "IoU": 0.46247766527695056, + "TN": 872802, + "TP": 1553, + "n_pred": 2704, + "n_ref": 2207 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.901646639964397, + "FN": 504, + "FP": 159, + "IoU": 0.8209076175040518, + "TN": 872458, + "TP": 3039, + "n_pred": 3198, + "n_ref": 3543 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8240598985742991, + "FN": 9879, + "FP": 4831, + "IoU": 0.700766899245306, + "TN": 827001, + "TP": 34449, + "n_pred": 39280, + "n_ref": 44328 + }, + "7": { + "Dice": 0.7886889634373624, + "FN": 8483, + "FP": 3989, + "IoU": 0.6511035891123731, + "TN": 840413, + "TP": 23275, + "n_pred": 27264, + "n_ref": 31758 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0054.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0054.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 388, + "FP": 127, + "IoU": 0.0, + "TN": 875645, + "TP": 0, + "n_pred": 127, + "n_ref": 388 + }, + "10": { + "Dice": 0.2653214554041, + "FN": 1196, + "FP": 5649, + "IoU": 0.15295136740502413, + "TN": 868079, + "TP": 1236, + "n_pred": 6885, + "n_ref": 2432 + }, + "11": { + "Dice": 0.487659827534939, + "FN": 1323, + "FP": 400, + "IoU": 0.3224537947306331, + "TN": 873617, + "TP": 820, + "n_pred": 1220, + "n_ref": 2143 + }, + "12": { + "Dice": 0.2912160379847006, + "FN": 2281, + "FP": 406, + "IoU": 0.17042297005248533, + "TN": 872921, + "TP": 552, + "n_pred": 958, + "n_ref": 2833 + }, + "13": { + "Dice": 0.0, + "FN": 553, + "FP": 6039, + "IoU": 0.0, + "TN": 869568, + "TP": 0, + "n_pred": 6039, + "n_ref": 553 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 4253, + "IoU": 0.0, + "TN": 871907, + "TP": 0, + "n_pred": 4253, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 3981, + "IoU": 0.0, + "TN": 872179, + "TP": 0, + "n_pred": 3981, + "n_ref": 0 + }, + "2": { + "Dice": 0.26605504587155965, + "FN": 43, + "FP": 757, + "IoU": 0.15343915343915343, + "TN": 875215, + "TP": 145, + "n_pred": 902, + "n_ref": 188 + }, + "3": { + "Dice": 0.6263736263736264, + "FN": 476, + "FP": 0, + "IoU": 0.456, + "TN": 875285, + "TP": 399, + "n_pred": 399, + "n_ref": 875 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9514879450332474, + "FN": 2014, + "FP": 8944, + "IoU": 0.9074649552440466, + "TN": 757740, + "TP": 107462, + "n_pred": 116406, + "n_ref": 109476 + }, + "7": { + "Dice": 0.6075778451364012, + "FN": 13656, + "FP": 14826, + "IoU": 0.436346005422414, + "TN": 825629, + "TP": 22049, + "n_pred": 36875, + "n_ref": 35705 + }, + "8": { + "Dice": 0.9295415565753489, + "FN": 2444, + "FP": 596, + "IoU": 0.8683583769973585, + "TN": 853067, + "TP": 20053, + "n_pred": 20649, + "n_ref": 22497 + }, + "9": { + "Dice": 0.38633217034944894, + "FN": 6388, + "FP": 4693, + "IoU": 0.2394124510947903, + "TN": 861591, + "TP": 3488, + "n_pred": 8181, + "n_ref": 9876 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0067.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0067.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.00942748494771311, + "FN": 74971, + "FP": 51, + "IoU": 0.004736067074384113, + "TN": 625549, + "TP": 357, + "n_pred": 408, + "n_ref": 75328 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.7711672552748348, + "FN": 9948, + "FP": 2687, + "IoU": 0.6275607958732499, + "TN": 667003, + "TP": 21290, + "n_pred": 23977, + "n_ref": 31238 + }, + "15": { + "Dice": 0.36010881120630356, + "FN": 3947, + "FP": 36983, + "IoU": 0.21959311304745743, + "TN": 648481, + "TP": 11517, + "n_pred": 48500, + "n_ref": 15464 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 700924, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6022707982714385, + "FN": 2615, + "FP": 79390, + "IoU": 0.4308923341707496, + "TN": 556834, + "TP": 62089, + "n_pred": 141479, + "n_ref": 64704 + }, + "7": { + "Dice": 0.9040382839392158, + "FN": 347, + "FP": 796, + "IoU": 0.8248812624482917, + "TN": 694401, + "TP": 5384, + "n_pred": 6180, + "n_ref": 5731 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0077.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0077.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.4869684499314129, + "FN": 1946, + "FP": 2542, + "IoU": 0.32184950135992746, + "TN": 1044774, + "TP": 2130, + "n_pred": 4672, + "n_ref": 4076 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 543, + "IoU": 0.0, + "TN": 1050849, + "TP": 0, + "n_pred": 543, + "n_ref": 0 + }, + "13": { + "Dice": 0.43735763097949887, + "FN": 6, + "FP": 488, + "IoU": 0.27988338192419826, + "TN": 1050706, + "TP": 192, + "n_pred": 680, + "n_ref": 198 + }, + "14": { + "Dice": 0.6326059866903518, + "FN": 1391, + "FP": 12466, + "IoU": 0.4626362120448288, + "TN": 1025605, + "TP": 11930, + "n_pred": 24396, + "n_ref": 13321 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 286, + "IoU": 0.0, + "TN": 1051106, + "TP": 0, + "n_pred": 286, + "n_ref": 0 + }, + "2": { + "Dice": 0.9349991991029953, + "FN": 1424, + "FP": 605, + "IoU": 0.8779328600649742, + "TN": 1034770, + "TP": 14593, + "n_pred": 15198, + "n_ref": 16017 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 541, + "IoU": 0.0, + "TN": 1050851, + "TP": 0, + "n_pred": 541, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 861, + "IoU": 0.0, + "TN": 1050531, + "TP": 0, + "n_pred": 861, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9439663038278102, + "FN": 20813, + "FP": 1909, + "IoU": 0.8938789616746219, + "TN": 837278, + "TP": 191392, + "n_pred": 193301, + "n_ref": 212205 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 103, + "IoU": 0.0, + "TN": 1051289, + "TP": 0, + "n_pred": 103, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8535970837353919, + "FN": 246, + "FP": 5216, + "IoU": 0.744587327566051, + "TN": 1030007, + "TP": 15923, + "n_pred": 21139, + "n_ref": 16169 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0083.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0083.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1676, + "IoU": 0.0, + "TN": 699252, + "TP": 0, + "n_pred": 1676, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 97, + "IoU": 0.0, + "TN": 700831, + "TP": 0, + "n_pred": 97, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8535628335251648, + "FN": 2898, + "FP": 2700, + "IoU": 0.7445352074111258, + "TN": 679015, + "TP": 16315, + "n_pred": 19015, + "n_ref": 19213 + }, + "7": { + "Dice": 0.7054414816191272, + "FN": 37992, + "FP": 52, + "IoU": 0.5449282296650718, + "TN": 617328, + "TP": 45556, + "n_pred": 45608, + "n_ref": 83548 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0103.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0103.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 19651, + "IoU": 0.0, + "TN": 856509, + "TP": 0, + "n_pred": 19651, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 189, + "IoU": 0.0, + "TN": 875971, + "TP": 0, + "n_pred": 189, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0131.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0131.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 161, + "IoU": 0.0, + "TN": 525535, + "TP": 0, + "n_pred": 161, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 84, + "IoU": 0.0, + "TN": 525612, + "TP": 0, + "n_pred": 84, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 178, + "IoU": 0.0, + "TN": 525518, + "TP": 0, + "n_pred": 178, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 109, + "IoU": 0.0, + "TN": 525587, + "TP": 0, + "n_pred": 109, + "n_ref": 0 + }, + "3": { + "Dice": 0.4219998994520135, + "FN": 1368, + "FP": 10129, + "IoU": 0.2674270421817255, + "TN": 510002, + "TP": 4197, + "n_pred": 14326, + "n_ref": 5565 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0160.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0160.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 3112, + "IoU": 0.0, + "TN": 697816, + "TP": 0, + "n_pred": 3112, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 760, + "IoU": 0.0, + "TN": 700168, + "TP": 0, + "n_pred": 760, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0161.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0161.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 251, + "IoU": 0.0, + "TN": 1226373, + "TP": 0, + "n_pred": 251, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9679129809955648, + "FN": 1566, + "FP": 1024, + "IoU": 0.9378210976136746, + "TN": 1184970, + "TP": 39064, + "n_pred": 40088, + "n_ref": 40630 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 587, + "IoU": 0.0, + "TN": 1226037, + "TP": 0, + "n_pred": 587, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9443714319488773, + "FN": 9215, + "FP": 6785, + "IoU": 0.8946057927291171, + "TN": 1074813, + "TP": 135811, + "n_pred": 142596, + "n_ref": 145026 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 23748, + "IoU": 0.0, + "TN": 1202876, + "TP": 0, + "n_pred": 23748, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0190.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0190.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8882035466461063, + "FN": 106, + "FP": 39, + "IoU": 0.7988904299583911, + "TN": 700207, + "TP": 576, + "n_pred": 615, + "n_ref": 682 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7558886509635975, + "FN": 224, + "FP": 4, + "IoU": 0.6075731497418244, + "TN": 700347, + "TP": 353, + "n_pred": 357, + "n_ref": 577 + }, + "14": { + "Dice": 0.9692093258996453, + "FN": 2373, + "FP": 1515, + "IoU": 0.9402581438229871, + "TN": 635848, + "TP": 61192, + "n_pred": 62707, + "n_ref": 63565 + }, + "15": { + "Dice": 0.8925619834710744, + "FN": 25, + "FP": 365, + "IoU": 0.8059701492537313, + "TN": 698918, + "TP": 1620, + "n_pred": 1985, + "n_ref": 1645 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 3237, + "IoU": 0.0, + "TN": 697691, + "TP": 0, + "n_pred": 3237, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0195.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0195.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.21040462427745665, + "FN": 656, + "FP": 27, + "IoU": 0.11757105943152454, + "TN": 524922, + "TP": 91, + "n_pred": 118, + "n_ref": 747 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 102, + "IoU": 0.0, + "TN": 525594, + "TP": 0, + "n_pred": 102, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.5765384334622965, + "FN": 5545, + "FP": 256, + "IoU": 0.40502564102564104, + "TN": 515946, + "TP": 3949, + "n_pred": 4205, + "n_ref": 9494 + }, + "6": { + "Dice": 0.0, + "FN": 2, + "FP": 0, + "IoU": 0.0, + "TN": 525694, + "TP": 0, + "n_pred": 0, + "n_ref": 2 + }, + "7": { + "Dice": 0.8548770816812054, + "FN": 32, + "FP": 151, + "IoU": 0.7465373961218836, + "TN": 524974, + "TP": 539, + "n_pred": 690, + "n_ref": 571 + }, + "8": { + "Dice": 0.9599442806123205, + "FN": 2133, + "FP": 570, + "IoU": 0.9229738971845435, + "TN": 490604, + "TP": 32389, + "n_pred": 32959, + "n_ref": 34522 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0215.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0215.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.19192533982552243, + "FN": 2461, + "FP": 1522, + "IoU": 0.10614901256732495, + "TN": 696472, + "TP": 473, + "n_pred": 1995, + "n_ref": 2934 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.039147040101845956, + "FN": 4499, + "FP": 1539, + "IoU": 0.019964291511118323, + "TN": 694767, + "TP": 123, + "n_pred": 1662, + "n_ref": 4622 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8154632983273574, + "FN": 3122, + "FP": 7017, + "IoU": 0.6884238345471866, + "TN": 668387, + "TP": 22402, + "n_pred": 29419, + "n_ref": 25524 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7743476428288608, + "FN": 15063, + "FP": 2604, + "IoU": 0.6317840766986245, + "TN": 652948, + "TP": 30313, + "n_pred": 32917, + "n_ref": 45376 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 3068, + "IoU": 0.0, + "TN": 697860, + "TP": 0, + "n_pred": 3068, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0224.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0224.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 226, + "FP": 0, + "IoU": 0.0, + "TN": 875934, + "TP": 0, + "n_pred": 0, + "n_ref": 226 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.7558139534883721, + "FN": 126, + "FP": 0, + "IoU": 0.6074766355140186, + "TN": 875839, + "TP": 195, + "n_pred": 195, + "n_ref": 321 + }, + "15": { + "Dice": 0.0, + "FN": 184, + "FP": 0, + "IoU": 0.0, + "TN": 875976, + "TP": 0, + "n_pred": 0, + "n_ref": 184 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 876157, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8996144129769977, + "FN": 527, + "FP": 228, + "IoU": 0.8175447075882069, + "TN": 872022, + "TP": 3383, + "n_pred": 3611, + "n_ref": 3910 + }, + "7": { + "Dice": 0.7585460170146945, + "FN": 241, + "FP": 6003, + "IoU": 0.611014203837528, + "TN": 860108, + "TP": 9808, + "n_pred": 15811, + "n_ref": 10049 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0237.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0237.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9609974910666768, + "FN": 93, + "FP": 420, + "IoU": 0.9249231669837553, + "TN": 1219791, + "TP": 6320, + "n_pred": 6740, + "n_ref": 6413 + }, + "10": { + "Dice": 0.0, + "FN": 6, + "FP": 0, + "IoU": 0.0, + "TN": 1226618, + "TP": 0, + "n_pred": 0, + "n_ref": 6 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 2708, + "IoU": 0.0, + "TN": 1223916, + "TP": 0, + "n_pred": 2708, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9436663519742322, + "FN": 7946, + "FP": 2198, + "IoU": 0.8933411841399687, + "TN": 1131517, + "TP": 84963, + "n_pred": 87161, + "n_ref": 92909 + }, + "3": { + "Dice": 0.04766505636070854, + "FN": 70, + "FP": 8801, + "IoU": 0.02441438469152095, + "TN": 1217531, + "TP": 222, + "n_pred": 9023, + "n_ref": 292 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1074, + "IoU": 0.0, + "TN": 1225550, + "TP": 0, + "n_pred": 1074, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9695569931129621, + "FN": 1574, + "FP": 4252, + "IoU": 0.9409127789046653, + "TN": 1128024, + "TP": 92774, + "n_pred": 97026, + "n_ref": 94348 + }, + "7": { + "Dice": 0.0019146856388499794, + "FN": 10614, + "FP": 88429, + "IoU": 0.000958260202949424, + "TN": 1127486, + "TP": 95, + "n_pred": 88524, + "n_ref": 10709 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0264.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0264.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 3042, + "IoU": 0.0, + "TN": 1048350, + "TP": 0, + "n_pred": 3042, + "n_ref": 0 + }, + "10": { + "Dice": 0.6901165871754107, + "FN": 7814, + "FP": 1542, + "IoU": 0.5268534439162537, + "TN": 1031618, + "TP": 10418, + "n_pred": 11960, + "n_ref": 18232 + }, + "11": { + "Dice": 0.7570444583594239, + "FN": 503, + "FP": 273, + "IoU": 0.6090680100755668, + "TN": 1049407, + "TP": 1209, + "n_pred": 1482, + "n_ref": 1712 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 65, + "IoU": 0.0, + "TN": 1051327, + "TP": 0, + "n_pred": 65, + "n_ref": 0 + }, + "13": { + "Dice": 0.7762985074626866, + "FN": 6197, + "FP": 1297, + "IoU": 0.6343855198321705, + "TN": 1030895, + "TP": 13003, + "n_pred": 14300, + "n_ref": 19200 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9628325189219448, + "FN": 1796, + "FP": 1391, + "IoU": 0.9283288730969034, + "TN": 1006925, + "TP": 41280, + "n_pred": 42671, + "n_ref": 43076 + }, + "3": { + "Dice": 0.9545683689525061, + "FN": 2607, + "FP": 3341, + "IoU": 0.9130854095126762, + "TN": 982957, + "TP": 62487, + "n_pred": 65828, + "n_ref": 65094 + }, + "4": { + "Dice": 0.0, + "FN": 95, + "FP": 0, + "IoU": 0.0, + "TN": 1051297, + "TP": 0, + "n_pred": 0, + "n_ref": 95 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 121, + "IoU": 0.0, + "TN": 1051271, + "TP": 0, + "n_pred": 121, + "n_ref": 0 + }, + "6": { + "Dice": 0.8581788045167306, + "FN": 6532, + "FP": 3051, + "IoU": 0.7515877336236617, + "TN": 1012815, + "TP": 28994, + "n_pred": 32045, + "n_ref": 35526 + }, + "7": { + "Dice": 0.9337676978679664, + "FN": 15395, + "FP": 585, + "IoU": 0.8757638424579789, + "TN": 922766, + "TP": 112646, + "n_pred": 113231, + "n_ref": 128041 + }, + "8": { + "Dice": 0.7792878972345765, + "FN": 1249, + "FP": 7634, + "IoU": 0.6383879503358437, + "TN": 1026827, + "TP": 15682, + "n_pred": 23316, + "n_ref": 16931 + }, + "9": { + "Dice": 0.8758635316931281, + "FN": 6738, + "FP": 1456, + "IoU": 0.7791434193148432, + "TN": 1014291, + "TP": 28907, + "n_pred": 30363, + "n_ref": 35645 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0272.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0272.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9497922530491891, + "FN": 841, + "FP": 1032, + "IoU": 0.904385114094645, + "TN": 1031803, + "TP": 17716, + "n_pred": 18748, + "n_ref": 18557 + }, + "10": { + "Dice": 0.8119539740038355, + "FN": 1331, + "FP": 2199, + "IoU": 0.6834364630974801, + "TN": 1040241, + "TP": 7621, + "n_pred": 9820, + "n_ref": 8952 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 1051385, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "12": { + "Dice": 0.7727754237288136, + "FN": 958, + "FP": 758, + "IoU": 0.6296935692706086, + "TN": 1046758, + "TP": 2918, + "n_pred": 3676, + "n_ref": 3876 + }, + "13": { + "Dice": 0.7908968676858722, + "FN": 1251, + "FP": 2948, + "IoU": 0.6541186161449752, + "TN": 1039252, + "TP": 7941, + "n_pred": 10889, + "n_ref": 9192 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9688118539696503, + "FN": 2523, + "FP": 2015, + "IoU": 0.9395102704576052, + "TN": 976371, + "TP": 70483, + "n_pred": 72498, + "n_ref": 73006 + }, + "3": { + "Dice": 0.9770540602796038, + "FN": 552, + "FP": 743, + "IoU": 0.9551375320446199, + "TN": 1022526, + "TP": 27571, + "n_pred": 28314, + "n_ref": 28123 + }, + "4": { + "Dice": 0.4712201939033977, + "FN": 32787, + "FP": 3537, + "IoU": 0.30823287436439467, + "TN": 998883, + "TP": 16185, + "n_pred": 19722, + "n_ref": 48972 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 23, + "IoU": 0.0, + "TN": 1051369, + "TP": 0, + "n_pred": 23, + "n_ref": 0 + }, + "6": { + "Dice": 0.9379597037303973, + "FN": 3756, + "FP": 5885, + "IoU": 0.883167716917111, + "TN": 968872, + "TP": 72879, + "n_pred": 78764, + "n_ref": 76635 + }, + "7": { + "Dice": 0.2752577319587629, + "FN": 1093, + "FP": 35463, + "IoU": 0.15959354453078303, + "TN": 1007894, + "TP": 6942, + "n_pred": 42405, + "n_ref": 8035 + }, + "8": { + "Dice": 0.9464259065811073, + "FN": 608, + "FP": 110, + "IoU": 0.898300283286119, + "TN": 1044332, + "TP": 6342, + "n_pred": 6452, + "n_ref": 6950 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 1152, + "IoU": 0.0, + "TN": 1050240, + "TP": 0, + "n_pred": 1152, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0273.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0273.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8770811193765498, + "FN": 80, + "FP": 267, + "IoU": 0.7810725552050474, + "TN": 874575, + "TP": 1238, + "n_pred": 1505, + "n_ref": 1318 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.7817690227887215, + "FN": 125, + "FP": 1005, + "IoU": 0.641724793912492, + "TN": 873006, + "TP": 2024, + "n_pred": 3029, + "n_ref": 2149 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 16, + "IoU": 0.0, + "TN": 876144, + "TP": 0, + "n_pred": 16, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 29, + "IoU": 0.0, + "TN": 876131, + "TP": 0, + "n_pred": 29, + "n_ref": 0 + }, + "14": { + "Dice": 0.2057142857142857, + "FN": 0, + "FP": 139, + "IoU": 0.11464968152866242, + "TN": 876003, + "TP": 18, + "n_pred": 157, + "n_ref": 18 + }, + "15": { + "Dice": 0.7148357011170156, + "FN": 6326, + "FP": 4192, + "IoU": 0.5562212564870681, + "TN": 852459, + "TP": 13183, + "n_pred": 17375, + "n_ref": 19509 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 316, + "IoU": 0.0, + "TN": 875844, + "TP": 0, + "n_pred": 316, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9860491535285806, + "FN": 2600, + "FP": 1428, + "IoU": 0.9724822036098321, + "TN": 729782, + "TP": 142350, + "n_pred": 143778, + "n_ref": 144950 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7461832061068703, + "FN": 121, + "FP": 145, + "IoU": 0.5951293759512938, + "TN": 875503, + "TP": 391, + "n_pred": 536, + "n_ref": 512 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0299.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0299.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9555720890683956, + "FN": 292, + "FP": 4724, + "IoU": 0.9149239301887753, + "TN": 641969, + "TP": 53943, + "n_pred": 58667, + "n_ref": 54235 + }, + "10": { + "Dice": 0.8649119092983323, + "FN": 2427, + "FP": 3316, + "IoU": 0.7619777851458885, + "TN": 676800, + "TP": 18385, + "n_pred": 21701, + "n_ref": 20812 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.682553383120051, + "FN": 6423, + "FP": 2036, + "IoU": 0.5180880761123454, + "TN": 683375, + "TP": 9094, + "n_pred": 11130, + "n_ref": 15517 + }, + "14": { + "Dice": 0.9194052933113072, + "FN": 207, + "FP": 4379, + "IoU": 0.8508326827998959, + "TN": 670184, + "TP": 26158, + "n_pred": 30537, + "n_ref": 26365 + }, + "15": { + "Dice": 0.6598946357365312, + "FN": 19258, + "FP": 4112, + "IoU": 0.49241996438034835, + "TN": 654886, + "TP": 22672, + "n_pred": 26784, + "n_ref": 41930 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9687533044305805, + "FN": 314, + "FP": 868, + "IoU": 0.9394001538067163, + "TN": 681423, + "TP": 18323, + "n_pred": 19191, + "n_ref": 18637 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 128, + "IoU": 0.0, + "TN": 700800, + "TP": 0, + "n_pred": 128, + "n_ref": 0 + }, + "7": { + "Dice": 0.9399258646570474, + "FN": 1555, + "FP": 406, + "IoU": 0.8866605016761068, + "TN": 683626, + "TP": 15341, + "n_pred": 15747, + "n_ref": 16896 + }, + "8": { + "Dice": 0.9166244725738396, + "FN": 734, + "FP": 1242, + "IoU": 0.8460819442280729, + "TN": 688090, + "TP": 10862, + "n_pred": 12104, + "n_ref": 11596 + }, + "9": { + "Dice": 0.911011826544021, + "FN": 1350, + "FP": 343, + "IoU": 0.8365672362197123, + "TN": 690569, + "TP": 8666, + "n_pred": 9009, + "n_ref": 10016 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0321.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0321.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8819530284301607, + "FN": 962, + "FP": 948, + "IoU": 0.7888336097291321, + "TN": 1042347, + "TP": 7135, + "n_pred": 8083, + "n_ref": 8097 + }, + "11": { + "Dice": 0.7392937640871525, + "FN": 147, + "FP": 200, + "IoU": 0.5864123957091776, + "TN": 1050553, + "TP": 492, + "n_pred": 692, + "n_ref": 639 + }, + "12": { + "Dice": 0.7424539396315171, + "FN": 285, + "FP": 372, + "IoU": 0.5903990024937655, + "TN": 1049788, + "TP": 947, + "n_pred": 1319, + "n_ref": 1232 + }, + "13": { + "Dice": 0.6214099216710183, + "FN": 378, + "FP": 202, + "IoU": 0.45075757575757575, + "TN": 1050336, + "TP": 476, + "n_pred": 678, + "n_ref": 854 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 115, + "IoU": 0.0, + "TN": 1051277, + "TP": 0, + "n_pred": 115, + "n_ref": 0 + }, + "3": { + "Dice": 0.828673835125448, + "FN": 187, + "FP": 52, + "IoU": 0.7074663402692778, + "TN": 1050575, + "TP": 578, + "n_pred": 630, + "n_ref": 765 + }, + "4": { + "Dice": 0.22002635046113306, + "FN": 428, + "FP": 756, + "IoU": 0.1236121391561806, + "TN": 1050041, + "TP": 167, + "n_pred": 923, + "n_ref": 595 + }, + "5": { + "Dice": 0.6621621621621622, + "FN": 95, + "FP": 405, + "IoU": 0.494949494949495, + "TN": 1050402, + "TP": 490, + "n_pred": 895, + "n_ref": 585 + }, + "6": { + "Dice": 0.9686190399013254, + "FN": 4326, + "FP": 10583, + "IoU": 0.9391476839059113, + "TN": 806389, + "TP": 230094, + "n_pred": 240677, + "n_ref": 234420 + }, + "7": { + "Dice": 0.9593315802403982, + "FN": 15068, + "FP": 2810, + "IoU": 0.9218417336638381, + "TN": 822651, + "TP": 210863, + "n_pred": 213673, + "n_ref": 225931 + }, + "8": { + "Dice": 0.7321755027422303, + "FN": 80, + "FP": 1678, + "IoU": 0.5775054073540015, + "TN": 1047231, + "TP": 2403, + "n_pred": 4081, + "n_ref": 2483 + }, + "9": { + "Dice": 0.8688486210610105, + "FN": 1068, + "FP": 1733, + "IoU": 0.7681099428760659, + "TN": 1039313, + "TP": 9278, + "n_pred": 11011, + "n_ref": 10346 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0336.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0336.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 72, + "IoU": 0.0, + "TN": 700856, + "TP": 0, + "n_pred": 72, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 700920, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1135, + "IoU": 0.0, + "TN": 699793, + "TP": 0, + "n_pred": 1135, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.5742230635746963, + "FN": 4999, + "FP": 399, + "IoU": 0.4027439699048462, + "TN": 691890, + "TP": 3640, + "n_pred": 4039, + "n_ref": 8639 + }, + "6": { + "Dice": 0.0030970710556587912, + "FN": 0, + "FP": 90128, + "IoU": 0.0015509372091992732, + "TN": 610660, + "TP": 140, + "n_pred": 90268, + "n_ref": 140 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 19204, + "IoU": 0.0, + "TN": 681724, + "TP": 0, + "n_pred": 19204, + "n_ref": 0 + }, + "8": { + "Dice": 0.9771103099601084, + "FN": 589, + "FP": 484, + "IoU": 0.955245046923879, + "TN": 676953, + "TP": 22902, + "n_pred": 23386, + "n_ref": 23491 + }, + "9": { + "Dice": 0.45161290322580644, + "FN": 325, + "FP": 15, + "IoU": 0.2916666666666667, + "TN": 700448, + "TP": 140, + "n_pred": 155, + "n_ref": 465 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0350.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0350.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 11642, + "IoU": 0.0, + "TN": 864518, + "TP": 0, + "n_pred": 11642, + "n_ref": 0 + }, + "11": { + "Dice": 0.43535620052770446, + "FN": 7, + "FP": 421, + "IoU": 0.2782462057335582, + "TN": 875567, + "TP": 165, + "n_pred": 586, + "n_ref": 172 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 66, + "IoU": 0.0, + "TN": 876094, + "TP": 0, + "n_pred": 66, + "n_ref": 0 + }, + "13": { + "Dice": 0.3513712407398322, + "FN": 10894, + "FP": 2327, + "IoU": 0.21312938935840972, + "TN": 859358, + "TP": 3581, + "n_pred": 5908, + "n_ref": 14475 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9011169284467714, + "FN": 9582, + "FP": 1750, + "IoU": 0.8200298573833498, + "TN": 813194, + "TP": 51634, + "n_pred": 53384, + "n_ref": 61216 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 6147, + "IoU": 0.0, + "TN": 870013, + "TP": 0, + "n_pred": 6147, + "n_ref": 0 + }, + "4": { + "Dice": 0.6875560538116592, + "FN": 8637, + "FP": 2511, + "IoU": 0.523874604937217, + "TN": 852746, + "TP": 12266, + "n_pred": 14777, + "n_ref": 20903 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6726795788565885, + "FN": 2842, + "FP": 6267, + "IoU": 0.506795170285343, + "TN": 857691, + "TP": 9360, + "n_pred": 15627, + "n_ref": 12202 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 3092, + "IoU": 0.0, + "TN": 873068, + "TP": 0, + "n_pred": 3092, + "n_ref": 0 + }, + "8": { + "Dice": 0.8076837663779702, + "FN": 933, + "FP": 2531, + "IoU": 0.6774073384242876, + "TN": 865422, + "TP": 7274, + "n_pred": 9805, + "n_ref": 8207 + }, + "9": { + "Dice": 0.8482687219601979, + "FN": 1525, + "FP": 1113, + "IoU": 0.7365161805833, + "TN": 866148, + "TP": 7374, + "n_pred": 8487, + "n_ref": 8899 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0388.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0388.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8156660527931247, + "FN": 3855, + "FP": 3652, + "IoU": 0.6887128877094045, + "TN": 501580, + "TP": 16609, + "n_pred": 20261, + "n_ref": 20464 + }, + "11": { + "Dice": 0.22525224979547315, + "FN": 2707, + "FP": 134, + "IoU": 0.12692071296865395, + "TN": 522442, + "TP": 413, + "n_pred": 547, + "n_ref": 3120 + }, + "12": { + "Dice": 0.4477491961414791, + "FN": 1721, + "FP": 2401, + "IoU": 0.28845157949249095, + "TN": 519903, + "TP": 1671, + "n_pred": 4072, + "n_ref": 3392 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9672378870205447, + "FN": 830, + "FP": 189, + "IoU": 0.936554386401843, + "TN": 509635, + "TP": 15042, + "n_pred": 15231, + "n_ref": 15872 + }, + "3": { + "Dice": 0.9575282367217399, + "FN": 482, + "FP": 428, + "IoU": 0.9185171919770774, + "TN": 514528, + "TP": 10258, + "n_pred": 10686, + "n_ref": 10740 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9796797155994692, + "FN": 982, + "FP": 1453, + "IoU": 0.9601688122617899, + "TN": 464563, + "TP": 58698, + "n_pred": 60151, + "n_ref": 59680 + }, + "7": { + "Dice": 0.9494626935290001, + "FN": 719, + "FP": 2098, + "IoU": 0.9037876976672701, + "TN": 496417, + "TP": 26462, + "n_pred": 28560, + "n_ref": 27181 + }, + "8": { + "Dice": 0.6165703275529865, + "FN": 194, + "FP": 5, + "IoU": 0.4456824512534819, + "TN": 525337, + "TP": 160, + "n_pred": 165, + "n_ref": 354 + }, + "9": { + "Dice": 0.9555984555984556, + "FN": 869, + "FP": 373, + "IoU": 0.9149722735674677, + "TN": 511089, + "TP": 13365, + "n_pred": 13738, + "n_ref": 14234 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0391.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0391.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8563146997929607, + "FN": 8, + "FP": 339, + "IoU": 0.7487328023171614, + "TN": 874779, + "TP": 1034, + "n_pred": 1373, + "n_ref": 1042 + }, + "11": { + "Dice": 0.492831541218638, + "FN": 2813, + "FP": 2281, + "IoU": 0.3269916765755054, + "TN": 868591, + "TP": 2475, + "n_pred": 4756, + "n_ref": 5288 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 1712, + "IoU": 0.0, + "TN": 874448, + "TP": 0, + "n_pred": 1712, + "n_ref": 0 + }, + "13": { + "Dice": 0.6393093157109359, + "FN": 3355, + "FP": 29, + "IoU": 0.46984176719410936, + "TN": 869777, + "TP": 2999, + "n_pred": 3028, + "n_ref": 6354 + }, + "14": { + "Dice": 0.8626055602998387, + "FN": 748, + "FP": 2148, + "IoU": 0.7584049386835738, + "TN": 864173, + "TP": 9091, + "n_pred": 11239, + "n_ref": 9839 + }, + "15": { + "Dice": 0.8880182119461695, + "FN": 1495, + "FP": 5736, + "IoU": 0.7985906077655841, + "TN": 840258, + "TP": 28671, + "n_pred": 34407, + "n_ref": 30166 + }, + "2": { + "Dice": 0.8945824645722161, + "FN": 2960, + "FP": 23, + "IoU": 0.8092710997442455, + "TN": 860520, + "TP": 12657, + "n_pred": 12680, + "n_ref": 15617 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1144, + "IoU": 0.0, + "TN": 875016, + "TP": 0, + "n_pred": 1144, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9116892911010558, + "FN": 4099, + "FP": 585, + "IoU": 0.8377104843739173, + "TN": 847298, + "TP": 24178, + "n_pred": 24763, + "n_ref": 28277 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 102, + "IoU": 0.0, + "TN": 876058, + "TP": 0, + "n_pred": 102, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9524628424026532, + "FN": 1772, + "FP": 550, + "IoU": 0.9092401500938087, + "TN": 850576, + "TP": 23262, + "n_pred": 23812, + "n_ref": 25034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0403.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0403.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 27706, + "IoU": 0.0, + "TN": 1198918, + "TP": 0, + "n_pred": 27706, + "n_ref": 0 + }, + "15": { + "Dice": 0.5527638190954773, + "FN": 3293, + "FP": 0, + "IoU": 0.3819444444444444, + "TN": 1221296, + "TP": 2035, + "n_pred": 2035, + "n_ref": 5328 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9359292453626344, + "FN": 6786, + "FP": 806, + "IoU": 0.879574258839205, + "TN": 1163581, + "TP": 55451, + "n_pred": 56257, + "n_ref": 62237 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9895109953703703, + "FN": 709, + "FP": 741, + "IoU": 0.9792397451499749, + "TN": 1156779, + "TP": 68395, + "n_pred": 69136, + "n_ref": 69104 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0404.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0404.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": 0.5061024440196159, + "FN": 2337.9666666666667, + "FP": 1802.3955555555556, + "IoU": 0.42700300673497704, + "TN": 895705.8355555554, + "TP": 11360.202222222222, + "n_pred": 13162.597777777777, + "n_ref": 13698.168888888888 + }, + "mean": { + "1": { + "Dice": 0.522120809210345, + "FN": 1219.8, + "FP": 832.2, + "IoU": 0.48166903861077814, + "TN": 895789.3333333334, + "TP": 13365.066666666668, + "n_pred": 14197.266666666666, + "n_ref": 14584.866666666667 + }, + "10": { + "Dice": 0.4250163882411607, + "FN": 1927.2, + "FP": 1497.2, + "IoU": 0.34162971148262894, + "TN": 903549.5666666667, + "TP": 4232.433333333333, + "n_pred": 5729.633333333333, + "n_ref": 6159.633333333333 + }, + "11": { + "Dice": 0.36691740650930516, + "FN": 96.53333333333333, + "FP": 81.03333333333333, + "IoU": 0.257413140418688, + "TN": 910928.3666666667, + "TP": 100.46666666666667, + "n_pred": 181.5, + "n_ref": 197.0 + }, + "12": { + "Dice": 0.3666162241795907, + "FN": 214.1, + "FP": 158.83333333333334, + "IoU": 0.26230395641413295, + "TN": 910505.6333333333, + "TP": 327.8333333333333, + "n_pred": 486.6666666666667, + "n_ref": 541.9333333333333 + }, + "13": { + "Dice": 0.3168156857126458, + "FN": 3555.4, + "FP": 1052.1666666666667, + "IoU": 0.23020534592651598, + "TN": 903677.3666666667, + "TP": 2921.4666666666667, + "n_pred": 3973.633333333333, + "n_ref": 6476.866666666667 + }, + "14": { + "Dice": 0.5116490581645274, + "FN": 1174.3333333333333, + "FP": 893.6, + "IoU": 0.46798530015664674, + "TN": 898755.5333333333, + "TP": 10382.933333333332, + "n_pred": 11276.533333333333, + "n_ref": 11557.266666666666 + }, + "15": { + "Dice": 0.3068312954986468, + "FN": 854.7333333333333, + "FP": 565.9666666666667, + "IoU": 0.24596259365173082, + "TN": 908758.2, + "TP": 1027.5, + "n_pred": 1593.4666666666667, + "n_ref": 1882.2333333333333 + }, + "2": { + "Dice": 0.6734026228690198, + "FN": 1298.8333333333333, + "FP": 1163.1333333333334, + "IoU": 0.5839621995875597, + "TN": 898853.5666666667, + "TP": 9890.866666666667, + "n_pred": 11054.0, + "n_ref": 11189.7 + }, + "3": { + "Dice": 0.5136579863478649, + "FN": 346.1666666666667, + "FP": 1774.4333333333334, + "IoU": 0.4696185458834591, + "TN": 901028.7666666667, + "TP": 8057.033333333334, + "n_pred": 9831.466666666667, + "n_ref": 8403.2 + }, + "4": { + "Dice": 0.37470013864841323, + "FN": 2022.1333333333334, + "FP": 1114.0, + "IoU": 0.3003835814514494, + "TN": 905383.2333333333, + "TP": 2687.0333333333333, + "n_pred": 3801.0333333333333, + "n_ref": 4709.166666666667 + }, + "5": { + "Dice": 0.4952003459789798, + "FN": 353.2, + "FP": 277.6333333333333, + "IoU": 0.39162254078576264, + "TN": 909745.5, + "TP": 830.0666666666667, + "n_pred": 1107.7, + "n_ref": 1183.2666666666667 + }, + "6": { + "Dice": 0.8195802916722553, + "FN": 2916.1666666666665, + "FP": 12703.666666666666, + "IoU": 0.7504704304014858, + "TN": 809794.0, + "TP": 85792.56666666667, + "n_pred": 98496.23333333334, + "n_ref": 88708.73333333334 + }, + "7": { + "Dice": 0.5454944236406803, + "FN": 17793.633333333335, + "FP": 3403.9666666666667, + "IoU": 0.44861271437850625, + "TN": 868412.6666666666, + "TP": 21596.133333333335, + "n_pred": 25000.1, + "n_ref": 39389.76666666667 + }, + "8": { + "Dice": 0.7246442515378597, + "FN": 567.1666666666666, + "FP": 445.93333333333334, + "IoU": 0.661907398894978, + "TN": 903774.6666666666, + "TP": 6418.633333333333, + "n_pred": 6864.566666666667, + "n_ref": 6985.8 + }, + "9": { + "Dice": 0.6288897320829439, + "FN": 730.1, + "FP": 1072.1666666666667, + "IoU": 0.5112986029803345, + "TN": 906631.1333333333, + "TP": 2773.0, + "n_pred": 3845.1666666666665, + "n_ref": 3503.1 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 73, + "IoU": 0.0, + "TN": 876087, + "TP": 0, + "n_pred": 73, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.32148019658860943, + "FN": 640, + "FP": 1707, + "IoU": 0.1915260075783672, + "TN": 873257, + "TP": 556, + "n_pred": 2263, + "n_ref": 1196 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8927120669056153, + "FN": 1177, + "FP": 1517, + "IoU": 0.8062149331031506, + "TN": 862258, + "TP": 11208, + "n_pred": 12725, + "n_ref": 12385 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9838839489441732, + "FN": 1732, + "FP": 4095, + "IoU": 0.9682791133176553, + "TN": 692464, + "TP": 177869, + "n_pred": 181964, + "n_ref": 179601 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 583, + "IoU": 0.0, + "TN": 875577, + "TP": 0, + "n_pred": 583, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0007.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0007.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.3111111111111111, + "FN": 102, + "FP": 301, + "IoU": 0.18421052631578946, + "TN": 875666, + "TP": 91, + "n_pred": 392, + "n_ref": 193 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8828902970948893, + "FN": 1287, + "FP": 136, + "IoU": 0.7903344629438632, + "TN": 869373, + "TP": 5364, + "n_pred": 5500, + "n_ref": 6651 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 2064, + "IoU": 0.0, + "TN": 874096, + "TP": 0, + "n_pred": 2064, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9304695810749202, + "FN": 1685, + "FP": 5178, + "IoU": 0.8699795392543195, + "TN": 823376, + "TP": 45921, + "n_pred": 51099, + "n_ref": 47606 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 396, + "IoU": 0.0, + "TN": 875764, + "TP": 0, + "n_pred": 396, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2647, + "IoU": 0.0, + "TN": 873513, + "TP": 0, + "n_pred": 2647, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8347600016594526, + "FN": 2027, + "FP": 21871, + "IoU": 0.7163846099071942, + "TN": 791898, + "TP": 60364, + "n_pred": 82235, + "n_ref": 62391 + }, + "7": { + "Dice": 0.6260870477959892, + "FN": 71105, + "FP": 140, + "IoU": 0.45569629923906735, + "TN": 745268, + "TP": 59647, + "n_pred": 59787, + "n_ref": 130752 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 885, + "IoU": 0.0, + "TN": 875275, + "TP": 0, + "n_pred": 885, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0015.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0015.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 899, + "FP": 0, + "IoU": 0.0, + "TN": 700029, + "TP": 0, + "n_pred": 0, + "n_ref": 899 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.24934036939313983, + "FN": 831, + "FP": 307, + "IoU": 0.14242652599849284, + "TN": 699601, + "TP": 189, + "n_pred": 496, + "n_ref": 1020 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8945843927756953, + "FN": 8251, + "FP": 7835, + "IoU": 0.8092742557000747, + "TN": 616587, + "TP": 68255, + "n_pred": 76090, + "n_ref": 76506 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 23569, + "IoU": 0.0, + "TN": 677359, + "TP": 0, + "n_pred": 23569, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9689161367067759, + "FN": 1083, + "FP": 2314, + "IoU": 0.9397064304857918, + "TN": 644587, + "TP": 52944, + "n_pred": 55258, + "n_ref": 54027 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.5925925925925926, + "FN": 11, + "FP": 0, + "IoU": 0.42105263157894735, + "TN": 700909, + "TP": 8, + "n_pred": 8, + "n_ref": 19 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0016.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0016.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7905429166553953, + "FN": 6861, + "FP": 882, + "IoU": 0.6536345336613733, + "TN": 853805, + "TP": 14612, + "n_pred": 15494, + "n_ref": 21473 + }, + "10": { + "Dice": 0.8308112413243828, + "FN": 455, + "FP": 1032, + "IoU": 0.7105877773452706, + "TN": 871022, + "TP": 3651, + "n_pred": 4683, + "n_ref": 4106 + }, + "11": { + "Dice": 0.562760261748959, + "FN": 1206, + "FP": 999, + "IoU": 0.39155629139072845, + "TN": 872536, + "TP": 1419, + "n_pred": 2418, + "n_ref": 2625 + }, + "12": { + "Dice": 0.5423850574712644, + "FN": 1716, + "FP": 832, + "IoU": 0.3721044849679645, + "TN": 872102, + "TP": 1510, + "n_pred": 2342, + "n_ref": 3226 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 876155, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "14": { + "Dice": 0.9032234259231927, + "FN": 2667, + "FP": 10447, + "IoU": 0.8235254538359058, + "TN": 801849, + "TP": 61197, + "n_pred": 71644, + "n_ref": 63864 + }, + "15": { + "Dice": 0.36600763093999306, + "FN": 24381, + "FP": 3036, + "IoU": 0.2239959242591492, + "TN": 840829, + "TP": 7914, + "n_pred": 10950, + "n_ref": 32295 + }, + "2": { + "Dice": 0.9451561713821264, + "FN": 2102, + "FP": 732, + "IoU": 0.8960152638144859, + "TN": 848906, + "TP": 24420, + "n_pred": 25152, + "n_ref": 26522 + }, + "3": { + "Dice": 0.9314841647691989, + "FN": 1245, + "FP": 1734, + "IoU": 0.8717551336691205, + "TN": 852931, + "TP": 20250, + "n_pred": 21984, + "n_ref": 21495 + }, + "4": { + "Dice": 0.8066998948903129, + "FN": 1517, + "FP": 4184, + "IoU": 0.6760243223276695, + "TN": 858563, + "TP": 11896, + "n_pred": 16080, + "n_ref": 13413 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9396578837014258, + "FN": 1620, + "FP": 12194, + "IoU": 0.8861836847352333, + "TN": 754789, + "TP": 107557, + "n_pred": 119751, + "n_ref": 109177 + }, + "7": { + "Dice": 0.8075301020720005, + "FN": 1276, + "FP": 1873, + "IoU": 0.6771911840082009, + "TN": 866405, + "TP": 6606, + "n_pred": 8479, + "n_ref": 7882 + }, + "8": { + "Dice": 0.8599988893208197, + "FN": 1210, + "FP": 1311, + "IoU": 0.7543842556508183, + "TN": 865896, + "TP": 7743, + "n_pred": 9054, + "n_ref": 8953 + }, + "9": { + "Dice": 0.6357354392892399, + "FN": 239, + "FP": 130, + "IoU": 0.46599131693198265, + "TN": 875469, + "TP": 322, + "n_pred": 452, + "n_ref": 561 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0035.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0035.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9321770443388039, + "FN": 1798, + "FP": 8674, + "IoU": 0.8729696616810413, + "TN": 1144187, + "TP": 71965, + "n_pred": 80639, + "n_ref": 73763 + }, + "10": { + "Dice": 0.009320905459387484, + "FN": 1213, + "FP": 275, + "IoU": 0.0046822742474916385, + "TN": 1225129, + "TP": 7, + "n_pred": 282, + "n_ref": 1220 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 6732, + "FP": 0, + "IoU": 0.0, + "TN": 1219892, + "TP": 0, + "n_pred": 0, + "n_ref": 6732 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.935289240972734, + "FN": 2391, + "FP": 3229, + "IoU": 0.8784444348315092, + "TN": 1180390, + "TP": 40614, + "n_pred": 43843, + "n_ref": 43005 + }, + "4": { + "Dice": 0.6080969865788808, + "FN": 22472, + "FP": 2290, + "IoU": 0.43688172287540084, + "TN": 1182651, + "TP": 19211, + "n_pred": 21501, + "n_ref": 41683 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.835338316244122, + "FN": 3862, + "FP": 42115, + "IoU": 0.7172368833756665, + "TN": 1064025, + "TP": 116622, + "n_pred": 158737, + "n_ref": 120484 + }, + "7": { + "Dice": 0.41882506036185757, + "FN": 144316, + "FP": 3958, + "IoU": 0.26488217708390144, + "TN": 1024923, + "TP": 53427, + "n_pred": 57385, + "n_ref": 197743 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0050.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0050.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 575, + "FP": 0, + "IoU": 0.0, + "TN": 875585, + "TP": 0, + "n_pred": 0, + "n_ref": 575 + }, + "11": { + "Dice": 0.5118733509234829, + "FN": 185, + "FP": 0, + "IoU": 0.34397163120567376, + "TN": 875878, + "TP": 97, + "n_pred": 97, + "n_ref": 282 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 24, + "IoU": 0.0, + "TN": 876136, + "TP": 0, + "n_pred": 24, + "n_ref": 0 + }, + "5": { + "Dice": 0.4716859716859717, + "FN": 4605, + "FP": 321, + "IoU": 0.3086315789473684, + "TN": 869035, + "TP": 2199, + "n_pred": 2520, + "n_ref": 6804 + }, + "6": { + "Dice": 0.9367221725135666, + "FN": 6965, + "FP": 14817, + "IoU": 0.8809759296194093, + "TN": 693155, + "TP": 161223, + "n_pred": 176040, + "n_ref": 168188 + }, + "7": { + "Dice": 0.08401905586834127, + "FN": 2150, + "FP": 2080, + "IoU": 0.04385171790235081, + "TN": 871736, + "TP": 194, + "n_pred": 2274, + "n_ref": 2344 + }, + "8": { + "Dice": 0.8767598964581097, + "FN": 3292, + "FP": 612, + "IoU": 0.7805632061154516, + "TN": 858369, + "TP": 13887, + "n_pred": 14499, + "n_ref": 17179 + }, + "9": { + "Dice": 0.7119625005978859, + "FN": 6090, + "FP": 5954, + "IoU": 0.5527498236102343, + "TN": 849231, + "TP": 14885, + "n_pred": 20839, + "n_ref": 20975 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0057.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0057.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8355757196495619, + "FN": 1923, + "FP": 179, + "IoU": 0.7175869944914685, + "TN": 868717, + "TP": 5341, + "n_pred": 5520, + "n_ref": 7264 + }, + "10": { + "Dice": 0.7086835893825831, + "FN": 8143, + "FP": 5927, + "IoU": 0.5488070805541303, + "TN": 844976, + "TP": 17114, + "n_pred": 23041, + "n_ref": 25257 + }, + "11": { + "Dice": 0.04838709677419355, + "FN": 0, + "FP": 118, + "IoU": 0.024793388429752067, + "TN": 876039, + "TP": 3, + "n_pred": 121, + "n_ref": 3 + }, + "12": { + "Dice": 0.7266814101730193, + "FN": 699, + "FP": 1402, + "IoU": 0.5706988148753576, + "TN": 871266, + "TP": 2793, + "n_pred": 4195, + "n_ref": 3492 + }, + "13": { + "Dice": 0.7135107949850917, + "FN": 7464, + "FP": 511, + "IoU": 0.5546185636099631, + "TN": 858254, + "TP": 9931, + "n_pred": 10442, + "n_ref": 17395 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.7429022082018928, + "FN": 134, + "FP": 192, + "IoU": 0.5909661229611042, + "TN": 875363, + "TP": 471, + "n_pred": 663, + "n_ref": 605 + }, + "4": { + "Dice": 0.7192689570336526, + "FN": 1588, + "FP": 1607, + "IoU": 0.5616081229418222, + "TN": 868872, + "TP": 4093, + "n_pred": 5700, + "n_ref": 5681 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9463512096694428, + "FN": 2109, + "FP": 3315, + "IoU": 0.8981657060248203, + "TN": 822897, + "TP": 47839, + "n_pred": 51154, + "n_ref": 49948 + }, + "7": { + "Dice": 0.8631664067463756, + "FN": 2120, + "FP": 2618, + "IoU": 0.7592724316634488, + "TN": 856478, + "TP": 14944, + "n_pred": 17562, + "n_ref": 17064 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.769090909090909, + "FN": 154, + "FP": 354, + "IoU": 0.6248153618906942, + "TN": 874806, + "TP": 846, + "n_pred": 1200, + "n_ref": 1000 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0066.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0066.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 57, + "IoU": 0.0, + "TN": 525639, + "TP": 0, + "n_pred": 57, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 21, + "IoU": 0.0, + "TN": 525675, + "TP": 0, + "n_pred": 21, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.8571428571428571, + "FN": 28, + "FP": 115, + "IoU": 0.75, + "TN": 525124, + "TP": 429, + "n_pred": 544, + "n_ref": 457 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7756571428571428, + "FN": 901, + "FP": 3025, + "IoU": 0.6335293568561561, + "TN": 514983, + "TP": 6787, + "n_pred": 9812, + "n_ref": 7688 + }, + "6": { + "Dice": 0.906116718605418, + "FN": 1112, + "FP": 16542, + "IoU": 0.8283486309894212, + "TN": 422848, + "TP": 85194, + "n_pred": 101736, + "n_ref": 86306 + }, + "7": { + "Dice": 0.8151440462240899, + "FN": 2467, + "FP": 2108, + "IoU": 0.6879688991951984, + "TN": 511034, + "TP": 10087, + "n_pred": 12195, + "n_ref": 12554 + }, + "8": { + "Dice": 0.9289909893286589, + "FN": 1837, + "FP": 472, + "IoU": 0.8673979210934359, + "TN": 508283, + "TP": 15104, + "n_pred": 15576, + "n_ref": 16941 + }, + "9": { + "Dice": 0.7216157205240175, + "FN": 225, + "FP": 795, + "IoU": 0.5644748078565329, + "TN": 523354, + "TP": 1322, + "n_pred": 2117, + "n_ref": 1547 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0081.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0081.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 389, + "IoU": 0.0, + "TN": 700539, + "TP": 0, + "n_pred": 389, + "n_ref": 0 + }, + "10": { + "Dice": 0.5956284153005464, + "FN": 324, + "FP": 564, + "IoU": 0.42412451361867703, + "TN": 699386, + "TP": 654, + "n_pred": 1218, + "n_ref": 978 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 14, + "IoU": 0.0, + "TN": 700914, + "TP": 0, + "n_pred": 14, + "n_ref": 0 + }, + "13": { + "Dice": 0.8506180447312139, + "FN": 1376, + "FP": 2745, + "IoU": 0.7400655985871074, + "TN": 685074, + "TP": 11733, + "n_pred": 14478, + "n_ref": 13109 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9231602530959943, + "FN": 1986, + "FP": 1135, + "IoU": 0.857286570030637, + "TN": 679059, + "TP": 18748, + "n_pred": 19883, + "n_ref": 20734 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 655, + "IoU": 0.0, + "TN": 700273, + "TP": 0, + "n_pred": 655, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8556361239288068, + "FN": 210, + "FP": 9, + "IoU": 0.7476958525345622, + "TN": 700060, + "TP": 649, + "n_pred": 658, + "n_ref": 859 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 116, + "IoU": 0.0, + "TN": 700812, + "TP": 0, + "n_pred": 116, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8871331828442438, + "FN": 1129, + "FP": 171, + "IoU": 0.7971602434077079, + "TN": 694519, + "TP": 5109, + "n_pred": 5280, + "n_ref": 6238 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0084.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0084.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9743729950422864, + "FN": 1139, + "FP": 267, + "IoU": 0.9500266571885552, + "TN": 848025, + "TP": 26729, + "n_pred": 26996, + "n_ref": 27868 + }, + "10": { + "Dice": 0.023612750885478158, + "FN": 8, + "FP": 3300, + "IoU": 0.011947431302270013, + "TN": 872812, + "TP": 40, + "n_pred": 3340, + "n_ref": 48 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 13, + "IoU": 0.0, + "TN": 876147, + "TP": 0, + "n_pred": 13, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.4897783516247041, + "FN": 3820, + "FP": 922, + "IoU": 0.32430891992020516, + "TN": 869142, + "TP": 2276, + "n_pred": 3198, + "n_ref": 6096 + }, + "14": { + "Dice": 0.9552830038565739, + "FN": 8904, + "FP": 1775, + "IoU": 0.9143940487069726, + "TN": 751414, + "TP": 114067, + "n_pred": 115842, + "n_ref": 122971 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 4668, + "IoU": 0.0, + "TN": 871492, + "TP": 0, + "n_pred": 4668, + "n_ref": 0 + }, + "2": { + "Dice": 0.8793174537727172, + "FN": 7468, + "FP": 142, + "IoU": 0.7846267051565065, + "TN": 840826, + "TP": 27724, + "n_pred": 27866, + "n_ref": 35192 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 208, + "IoU": 0.0, + "TN": 875952, + "TP": 0, + "n_pred": 208, + "n_ref": 0 + }, + "4": { + "Dice": 0.7998170801417629, + "FN": 394, + "FP": 4859, + "IoU": 0.6664126500285769, + "TN": 860413, + "TP": 10494, + "n_pred": 15353, + "n_ref": 10888 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9783279009126467, + "FN": 1531, + "FP": 11767, + "IoU": 0.9575752355247584, + "TN": 562711, + "TP": 300151, + "n_pred": 311918, + "n_ref": 301682 + }, + "7": { + "Dice": 0.9273803685279899, + "FN": 1011, + "FP": 3135, + "IoU": 0.8645938796172311, + "TN": 845541, + "TP": 26473, + "n_pred": 29608, + "n_ref": 27484 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 876157, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 1161, + "IoU": 0.0, + "TN": 874999, + "TP": 0, + "n_pred": 1161, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0104.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0104.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9359987307631287, + "FN": 1727, + "FP": 4324, + "IoU": 0.8796970058451629, + "TN": 1001094, + "TP": 44247, + "n_pred": 48571, + "n_ref": 45974 + }, + "10": { + "Dice": 0.6111847336337132, + "FN": 6333, + "FP": 1002, + "IoU": 0.4400763358778626, + "TN": 1038292, + "TP": 5765, + "n_pred": 6767, + "n_ref": 12098 + }, + "11": { + "Dice": 0.609504132231405, + "FN": 536, + "FP": 976, + "IoU": 0.43833580980683506, + "TN": 1048700, + "TP": 1180, + "n_pred": 2156, + "n_ref": 1716 + }, + "12": { + "Dice": 0.4307931570762053, + "FN": 635, + "FP": 97, + "IoU": 0.2745292368681863, + "TN": 1050383, + "TP": 277, + "n_pred": 374, + "n_ref": 912 + }, + "13": { + "Dice": 0.042989548412541906, + "FN": 4852, + "FP": 1, + "IoU": 0.02196694881096332, + "TN": 1046430, + "TP": 109, + "n_pred": 110, + "n_ref": 4961 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8466067555004648, + "FN": 5080, + "FP": 860, + "IoU": 0.7340139709833423, + "TN": 1029060, + "TP": 16392, + "n_pred": 17252, + "n_ref": 21472 + }, + "3": { + "Dice": 0.8384821018997454, + "FN": 816, + "FP": 9395, + "IoU": 0.721884788233692, + "TN": 1014677, + "TP": 26504, + "n_pred": 35899, + "n_ref": 27320 + }, + "4": { + "Dice": 0.3494230900525705, + "FN": 3345, + "FP": 6184, + "IoU": 0.21169755129053608, + "TN": 1039304, + "TP": 2559, + "n_pred": 8743, + "n_ref": 5904 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9494965784536653, + "FN": 1075, + "FP": 17715, + "IoU": 0.9038491060371913, + "TN": 855970, + "TP": 176632, + "n_pred": 194347, + "n_ref": 177707 + }, + "7": { + "Dice": 0.8492299838339148, + "FN": 2752, + "FP": 792, + "IoU": 0.7379667282809612, + "TN": 1037867, + "TP": 9981, + "n_pred": 10773, + "n_ref": 12733 + }, + "8": { + "Dice": 0.48448145344436033, + "FN": 0, + "FP": 681, + "IoU": 0.3196803196803197, + "TN": 1050391, + "TP": 320, + "n_pred": 1001, + "n_ref": 320 + }, + "9": { + "Dice": 0.8428173134055487, + "FN": 1475, + "FP": 1964, + "IoU": 0.7283355715301366, + "TN": 1038733, + "TP": 9220, + "n_pred": 11184, + "n_ref": 10695 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0109.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0109.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2199, + "IoU": 0.0, + "TN": 1925353, + "TP": 0, + "n_pred": 2199, + "n_ref": 0 + }, + "10": { + "Dice": 0.7567023918031242, + "FN": 1523, + "FP": 6218, + "IoU": 0.6086253096718742, + "TN": 1907773, + "TP": 12038, + "n_pred": 18256, + "n_ref": 13561 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 101, + "IoU": 0.0, + "TN": 1927451, + "TP": 0, + "n_pred": 101, + "n_ref": 0 + }, + "13": { + "Dice": 0.5342939924617317, + "FN": 11454, + "FP": 6709, + "IoU": 0.36453012385417394, + "TN": 1898970, + "TP": 10419, + "n_pred": 17128, + "n_ref": 21873 + }, + "14": { + "Dice": 0.10288200108754758, + "FN": 15035, + "FP": 1463, + "IoU": 0.054230681036459526, + "TN": 1910108, + "TP": 946, + "n_pred": 2409, + "n_ref": 15981 + }, + "15": { + "Dice": 0.535194880744619, + "FN": 655, + "FP": 144, + "IoU": 0.3653693407466243, + "TN": 1926293, + "TP": 460, + "n_pred": 604, + "n_ref": 1115 + }, + "2": { + "Dice": 0.5999835350292253, + "FN": 4703, + "FP": 156, + "IoU": 0.4285546277784311, + "TN": 1919049, + "TP": 3644, + "n_pred": 3800, + "n_ref": 8347 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 4936, + "IoU": 0.0, + "TN": 1922616, + "TP": 0, + "n_pred": 4936, + "n_ref": 0 + }, + "4": { + "Dice": 0.3235115004450274, + "FN": 13695, + "FP": 746, + "IoU": 0.1929697105174919, + "TN": 1909658, + "TP": 3453, + "n_pred": 4199, + "n_ref": 17148 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8259659938152377, + "FN": 4583, + "FP": 64977, + "IoU": 0.7035281682336996, + "TN": 1692926, + "TP": 165066, + "n_pred": 230043, + "n_ref": 169649 + }, + "7": { + "Dice": 0.4734788701231654, + "FN": 117303, + "FP": 25479, + "IoU": 0.3101685661968973, + "TN": 1720571, + "TP": 64199, + "n_pred": 89678, + "n_ref": 181502 + }, + "8": { + "Dice": 0.9404562061814951, + "FN": 305, + "FP": 1504, + "IoU": 0.8876048462255359, + "TN": 1911457, + "TP": 14286, + "n_pred": 15790, + "n_ref": 14591 + }, + "9": { + "Dice": 0.8402386029312532, + "FN": 860, + "FP": 5059, + "IoU": 0.7244926456898156, + "TN": 1906068, + "TP": 15565, + "n_pred": 20624, + "n_ref": 16425 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0111.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0111.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9623110770996748, + "FN": 3004, + "FP": 148, + "IoU": 0.9273598820058997, + "TN": 1183232, + "TP": 40240, + "n_pred": 40388, + "n_ref": 43244 + }, + "10": { + "Dice": 0.17254901960784313, + "FN": 8286, + "FP": 154, + "IoU": 0.0944206008583691, + "TN": 1217304, + "TP": 880, + "n_pred": 1034, + "n_ref": 9166 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7503357343425712, + "FN": 715, + "FP": 1330, + "IoU": 0.6004298554122705, + "TN": 1221506, + "TP": 3073, + "n_pred": 4403, + "n_ref": 3788 + }, + "13": { + "Dice": 0.2974212618489451, + "FN": 2469, + "FP": 4424, + "IoU": 0.17468869731800765, + "TN": 1218272, + "TP": 1459, + "n_pred": 5883, + "n_ref": 3928 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1671, + "IoU": 0.0, + "TN": 1224953, + "TP": 0, + "n_pred": 1671, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.626848492430877, + "FN": 1097, + "FP": 13816, + "IoU": 0.456503516892015, + "TN": 1199185, + "TP": 12526, + "n_pred": 26342, + "n_ref": 13623 + }, + "3": { + "Dice": 0.9804372842347526, + "FN": 103, + "FP": 101, + "IoU": 0.9616252821670429, + "TN": 1221308, + "TP": 5112, + "n_pred": 5213, + "n_ref": 5215 + }, + "4": { + "Dice": 0.9176569980287244, + "FN": 435, + "FP": 2489, + "IoU": 0.8478430556278296, + "TN": 1207407, + "TP": 16293, + "n_pred": 18782, + "n_ref": 16728 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 98, + "IoU": 0.0, + "TN": 1226526, + "TP": 0, + "n_pred": 98, + "n_ref": 0 + }, + "6": { + "Dice": 0.9713962981762548, + "FN": 3207, + "FP": 794, + "IoU": 0.9443834359665828, + "TN": 1154685, + "TP": 67938, + "n_pred": 68732, + "n_ref": 71145 + }, + "7": { + "Dice": 0.8247273185801652, + "FN": 4131, + "FP": 6989, + "IoU": 0.7017327396598895, + "TN": 1189342, + "TP": 26162, + "n_pred": 33151, + "n_ref": 30293 + }, + "8": { + "Dice": 0.9607297605473204, + "FN": 421, + "FP": 440, + "IoU": 0.9244272799087159, + "TN": 1215231, + "TP": 10532, + "n_pred": 10972, + "n_ref": 10953 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0118.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0118.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9192906467576629, + "FN": 7875, + "FP": 622, + "IoU": 0.8506363380677823, + "TN": 644040, + "TP": 48391, + "n_pred": 49013, + "n_ref": 56266 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 363, + "IoU": 0.0, + "TN": 700565, + "TP": 0, + "n_pred": 363, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1708, + "IoU": 0.0, + "TN": 699220, + "TP": 0, + "n_pred": 1708, + "n_ref": 0 + }, + "3": { + "Dice": 0.9321580772386776, + "FN": 889, + "FP": 4237, + "IoU": 0.8729363938327301, + "TN": 660586, + "TP": 35216, + "n_pred": 39453, + "n_ref": 36105 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9546117063441327, + "FN": 2447, + "FP": 8203, + "IoU": 0.9131647179687882, + "TN": 578282, + "TP": 111996, + "n_pred": 120199, + "n_ref": 114443 + }, + "7": { + "Dice": 0.8204661402654586, + "FN": 8360, + "FP": 121, + "IoU": 0.6955850681981335, + "TN": 673068, + "TP": 19379, + "n_pred": 19500, + "n_ref": 27739 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0119.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0119.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.928475260854931, + "FN": 875, + "FP": 825, + "IoU": 0.8664991361708811, + "TN": 512962, + "TP": 11034, + "n_pred": 11859, + "n_ref": 11909 + }, + "10": { + "Dice": 0.0, + "FN": 348, + "FP": 0, + "IoU": 0.0, + "TN": 525348, + "TP": 0, + "n_pred": 0, + "n_ref": 348 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.653125, + "FN": 624, + "FP": 42, + "IoU": 0.48491879350348027, + "TN": 524403, + "TP": 627, + "n_pred": 669, + "n_ref": 1251 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 288, + "IoU": 0.0, + "TN": 525408, + "TP": 0, + "n_pred": 288, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9739039961096315, + "FN": 2180, + "FP": 2435, + "IoU": 0.9491353561627228, + "TN": 434965, + "TP": 86116, + "n_pred": 88551, + "n_ref": 88296 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 556, + "IoU": 0.0, + "TN": 525140, + "TP": 0, + "n_pred": 556, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0153.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0153.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 6610, + "FP": 0, + "IoU": 0.0, + "TN": 694318, + "TP": 0, + "n_pred": 0, + "n_ref": 6610 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 10718, + "FP": 0, + "IoU": 0.0, + "TN": 690210, + "TP": 0, + "n_pred": 0, + "n_ref": 10718 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.3648, + "FN": 394, + "FP": 3, + "IoU": 0.22309197651663404, + "TN": 700417, + "TP": 114, + "n_pred": 117, + "n_ref": 508 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 341, + "IoU": 0.0, + "TN": 700587, + "TP": 0, + "n_pred": 341, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7366736033295982, + "FN": 10, + "FP": 13150, + "IoU": 0.5831221490116574, + "TN": 669360, + "TP": 18408, + "n_pred": 31558, + "n_ref": 18418 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 36, + "IoU": 0.0, + "TN": 700892, + "TP": 0, + "n_pred": 36, + "n_ref": 0 + }, + "8": { + "Dice": 0.08333333333333333, + "FN": 264, + "FP": 0, + "IoU": 0.043478260869565216, + "TN": 700652, + "TP": 12, + "n_pred": 12, + "n_ref": 276 + }, + "9": { + "Dice": 0.66156819900832, + "FN": 2575, + "FP": 5479, + "IoU": 0.49428607308803213, + "TN": 685002, + "TP": 7872, + "n_pred": 13351, + "n_ref": 10447 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0156.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0156.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9781691942262013, + "FN": 2255, + "FP": 732, + "IoU": 0.9572711927445426, + "TN": 455790, + "TP": 66919, + "n_pred": 67651, + "n_ref": 69174 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0179.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0179.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 21, + "IoU": 0.0, + "TN": 876139, + "TP": 0, + "n_pred": 21, + "n_ref": 0 + }, + "10": { + "Dice": 0.864613380478273, + "FN": 2068, + "FP": 2297, + "IoU": 0.7615145058187183, + "TN": 857857, + "TP": 13938, + "n_pred": 16235, + "n_ref": 16006 + }, + "11": { + "Dice": 0.5806451612903226, + "FN": 39, + "FP": 39, + "IoU": 0.4090909090909091, + "TN": 876028, + "TP": 54, + "n_pred": 93, + "n_ref": 93 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 269, + "IoU": 0.0, + "TN": 875891, + "TP": 0, + "n_pred": 269, + "n_ref": 0 + }, + "13": { + "Dice": 0.3062516586419987, + "FN": 16782, + "FP": 1517, + "IoU": 0.18081296445518846, + "TN": 853822, + "TP": 4039, + "n_pred": 5556, + "n_ref": 20821 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 11757, + "FP": 0, + "IoU": 0.0, + "TN": 864403, + "TP": 0, + "n_pred": 0, + "n_ref": 11757 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8936397827931635, + "FN": 1977, + "FP": 36002, + "IoU": 0.8077294979471369, + "TN": 678631, + "TP": 159550, + "n_pred": 195552, + "n_ref": 161527 + }, + "7": { + "Dice": 0.5151262985531366, + "FN": 7172, + "FP": 10891, + "IoU": 0.3469159013666932, + "TN": 848502, + "TP": 9595, + "n_pred": 20486, + "n_ref": 16767 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7408359258758285, + "FN": 1846, + "FP": 1986, + "IoU": 0.588355355032764, + "TN": 866851, + "TP": 5477, + "n_pred": 7463, + "n_ref": 7323 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0242.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0242.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7260843731431966, + "FN": 775, + "FP": 1530, + "IoU": 0.5699626865671642, + "TN": 695568, + "TP": 3055, + "n_pred": 4585, + "n_ref": 3830 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.3004231311706629, + "FN": 1444, + "FP": 540, + "IoU": 0.17676348547717843, + "TN": 698518, + "TP": 426, + "n_pred": 966, + "n_ref": 1870 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.5780156442980651, + "FN": 2010, + "FP": 40, + "IoU": 0.4064852345107122, + "TN": 697474, + "TP": 1404, + "n_pred": 1444, + "n_ref": 3414 + }, + "5": { + "Dice": 0.5908096280087527, + "FN": 2131, + "FP": 1609, + "IoU": 0.4192546583850932, + "TN": 694488, + "TP": 2700, + "n_pred": 4309, + "n_ref": 4831 + }, + "6": { + "Dice": 0.9623141436923818, + "FN": 1230, + "FP": 9096, + "IoU": 0.9273655777834051, + "TN": 558764, + "TP": 131838, + "n_pred": 140934, + "n_ref": 133068 + }, + "7": { + "Dice": 0.6415902140672783, + "FN": 2234, + "FP": 110, + "IoU": 0.47230977037370553, + "TN": 696486, + "TP": 2098, + "n_pred": 2208, + "n_ref": 4332 + }, + "8": { + "Dice": 0.9507447801048805, + "FN": 865, + "FP": 666, + "IoU": 0.9061139387992887, + "TN": 684621, + "TP": 14776, + "n_pred": 15442, + "n_ref": 15641 + }, + "9": { + "Dice": 0.8772900103698583, + "FN": 69, + "FP": 641, + "IoU": 0.7814039408866995, + "TN": 697680, + "TP": 2538, + "n_pred": 3179, + "n_ref": 2607 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0249.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0249.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.656962661669942, + "FN": 9257, + "FP": 5755, + "IoU": 0.48916187429815905, + "TN": 496309, + "TP": 14375, + "n_pred": 20130, + "n_ref": 23632 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.3090909090909091, + "FN": 76, + "FP": 0, + "IoU": 0.1827956989247312, + "TN": 525603, + "TP": 17, + "n_pred": 17, + "n_ref": 93 + }, + "13": { + "Dice": 0.5236039199527026, + "FN": 23605, + "FP": 2986, + "IoU": 0.3546500339772838, + "TN": 484492, + "TP": 14613, + "n_pred": 17599, + "n_ref": 38218 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7315033630249046, + "FN": 1410, + "FP": 67, + "IoU": 0.5766695328174262, + "TN": 522207, + "TP": 2012, + "n_pred": 2079, + "n_ref": 3422 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 708, + "IoU": 0.0, + "TN": 524988, + "TP": 0, + "n_pred": 708, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 6178, + "IoU": 0.0, + "TN": 519518, + "TP": 0, + "n_pred": 6178, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9632926212990557, + "FN": 14514, + "FP": 3137, + "IoU": 0.9291846871063253, + "TN": 276442, + "TP": 231603, + "n_pred": 234740, + "n_ref": 246117 + }, + "7": { + "Dice": 0.03599476439790576, + "FN": 280, + "FP": 2666, + "IoU": 0.018327224258580473, + "TN": 522695, + "TP": 55, + "n_pred": 2721, + "n_ref": 335 + }, + "8": { + "Dice": 0.8590477190403696, + "FN": 3899, + "FP": 1471, + "IoU": 0.7529216895187264, + "TN": 503962, + "TP": 16364, + "n_pred": 17835, + "n_ref": 20263 + }, + "9": { + "Dice": 0.7410131852879944, + "FN": 1994, + "FP": 5470, + "IoU": 0.5885789879836842, + "TN": 507554, + "TP": 10678, + "n_pred": 16148, + "n_ref": 12672 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0279.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0279.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9784882156176709, + "FN": 872, + "FP": 1366, + "IoU": 0.9578824547866834, + "TN": 472559, + "TP": 50899, + "n_pred": 52265, + "n_ref": 51771 + }, + "10": { + "Dice": 0.0, + "FN": 8, + "FP": 0, + "IoU": 0.0, + "TN": 525688, + "TP": 0, + "n_pred": 0, + "n_ref": 8 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 113, + "IoU": 0.0, + "TN": 525583, + "TP": 0, + "n_pred": 113, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 28, + "FP": 155, + "IoU": 0.0, + "TN": 525513, + "TP": 0, + "n_pred": 155, + "n_ref": 28 + }, + "7": { + "Dice": 0.8667290957677637, + "FN": 4580, + "FP": 1255, + "IoU": 0.7648030956507719, + "TN": 500887, + "TP": 18974, + "n_pred": 20229, + "n_ref": 23554 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0341.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0341.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6884186935600818, + "FN": 7581, + "FP": 1873, + "IoU": 0.5248768720474419, + "TN": 1031494, + "TP": 10444, + "n_pred": 12317, + "n_ref": 18025 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 252, + "IoU": 0.0, + "TN": 1051140, + "TP": 0, + "n_pred": 252, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.7137662337662337, + "FN": 3037, + "FP": 5779, + "IoU": 0.5549273021001615, + "TN": 1031584, + "TP": 10992, + "n_pred": 16771, + "n_ref": 14029 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 5837, + "IoU": 0.0, + "TN": 1045555, + "TP": 0, + "n_pred": 5837, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 509, + "IoU": 0.0, + "TN": 1050883, + "TP": 0, + "n_pred": 509, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7189119994189583, + "FN": 21964, + "FP": 39958, + "IoU": 0.5611730022394195, + "TN": 910284, + "TP": 79186, + "n_pred": 119144, + "n_ref": 101150 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 15910, + "IoU": 0.0, + "TN": 1035482, + "TP": 0, + "n_pred": 15910, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0349.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0349.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7563397847475634, + "FN": 6110, + "FP": 4440, + "IoU": 0.6081562917842817, + "TN": 1024468, + "TP": 16374, + "n_pred": 20814, + "n_ref": 22484 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.2623413258110014, + "FN": 59, + "FP": 3079, + "IoU": 0.15097402597402598, + "TN": 1047696, + "TP": 558, + "n_pred": 3637, + "n_ref": 617 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9550811165640336, + "FN": 1436, + "FP": 1438, + "IoU": 0.9140241713533565, + "TN": 1017964, + "TP": 30554, + "n_pred": 31992, + "n_ref": 31990 + }, + "3": { + "Dice": 0.2765469824293354, + "FN": 947, + "FP": 0, + "IoU": 0.16046099290780141, + "TN": 1050264, + "TP": 181, + "n_pred": 181, + "n_ref": 1128 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9757525298909079, + "FN": 442, + "FP": 2383, + "IoU": 0.9526531022692991, + "TN": 991726, + "TP": 56841, + "n_pred": 59224, + "n_ref": 57283 + }, + "7": { + "Dice": 0.8351676478116201, + "FN": 467, + "FP": 821, + "IoU": 0.7169852779608877, + "TN": 1046841, + "TP": 3263, + "n_pred": 4084, + "n_ref": 3730 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 493, + "IoU": 0.0, + "TN": 1050899, + "TP": 0, + "n_pred": 493, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 669, + "IoU": 0.0, + "TN": 1050723, + "TP": 0, + "n_pred": 669, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0361.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0361.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1163, + "IoU": 0.0, + "TN": 1050229, + "TP": 0, + "n_pred": 1163, + "n_ref": 0 + }, + "10": { + "Dice": 0.8887461871889549, + "FN": 1242, + "FP": 144, + "IoU": 0.7997688529326784, + "TN": 1044470, + "TP": 5536, + "n_pred": 5680, + "n_ref": 6778 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7419174450634799, + "FN": 1429, + "FP": 11032, + "IoU": 0.5897207954695114, + "TN": 1021020, + "TP": 17911, + "n_pred": 28943, + "n_ref": 19340 + }, + "7": { + "Dice": 0.8106712771194275, + "FN": 29487, + "FP": 2051, + "IoU": 0.6816208685820428, + "TN": 952334, + "TP": 67520, + "n_pred": 69571, + "n_ref": 97007 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0367.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0367.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9746440746573566, + "FN": 2939, + "FP": 1070, + "IoU": 0.9505421976584957, + "TN": 795101, + "TP": 77050, + "n_pred": 78120, + "n_ref": 79989 + }, + "10": { + "Dice": 0.9003063141908415, + "FN": 1290, + "FP": 2583, + "IoU": 0.8186882636580685, + "TN": 854799, + "TP": 17488, + "n_pred": 20071, + "n_ref": 18778 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.37112636852848396, + "FN": 2843, + "FP": 546, + "IoU": 0.227842333105491, + "TN": 871771, + "TP": 1000, + "n_pred": 1546, + "n_ref": 3843 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.958344531040043, + "FN": 202, + "FP": 108, + "IoU": 0.9200206398348814, + "TN": 872284, + "TP": 3566, + "n_pred": 3674, + "n_ref": 3768 + }, + "3": { + "Dice": 0.952820642549962, + "FN": 1145, + "FP": 1093, + "IoU": 0.9098924990940935, + "TN": 851323, + "TP": 22599, + "n_pred": 23692, + "n_ref": 23744 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 217, + "IoU": 0.0, + "TN": 875943, + "TP": 0, + "n_pred": 217, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.4658886894075404, + "FN": 84, + "FP": 2296, + "IoU": 0.3036863662960796, + "TN": 872742, + "TP": 1038, + "n_pred": 3334, + "n_ref": 1122 + }, + "7": { + "Dice": 0.3860198398312626, + "FN": 36130, + "FP": 1130, + "IoU": 0.23917260531313173, + "TN": 827187, + "TP": 11713, + "n_pred": 12843, + "n_ref": 47843 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0374.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0374.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8088537085898564, + "FN": 1646, + "FP": 962, + "IoU": 0.6790548855525473, + "TN": 1393730, + "TP": 5518, + "n_pred": 6480, + "n_ref": 7164 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5708760394507832, + "FN": 1803, + "FP": 416, + "IoU": 0.39945872801082544, + "TN": 1398161, + "TP": 1476, + "n_pred": 1892, + "n_ref": 3279 + }, + "13": { + "Dice": 0.0, + "FN": 663, + "FP": 319, + "IoU": 0.0, + "TN": 1400874, + "TP": 0, + "n_pred": 319, + "n_ref": 663 + }, + "14": { + "Dice": 0.9515176646209985, + "FN": 3332, + "FP": 2514, + "IoU": 0.9075190229857782, + "TN": 1338643, + "TP": 57367, + "n_pred": 59881, + "n_ref": 60699 + }, + "15": { + "Dice": 0.9397852613072689, + "FN": 606, + "FP": 2271, + "IoU": 0.8864102969046115, + "TN": 1376528, + "TP": 22451, + "n_pred": 24722, + "n_ref": 23057 + }, + "2": { + "Dice": 0.5454545454545454, + "FN": 8, + "FP": 2, + "IoU": 0.375, + "TN": 1401840, + "TP": 6, + "n_pred": 8, + "n_ref": 14 + }, + "3": { + "Dice": 0.9425845059032832, + "FN": 299, + "FP": 56, + "IoU": 0.8914040991128785, + "TN": 1398587, + "TP": 2914, + "n_pred": 2970, + "n_ref": 3213 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9769594760118103, + "FN": 511, + "FP": 1276, + "IoU": 0.9549567716078945, + "TN": 1362183, + "TP": 37886, + "n_pred": 39162, + "n_ref": 38397 + }, + "7": { + "Dice": 0.35668695264954725, + "FN": 1094, + "FP": 7574, + "IoU": 0.21705356336374312, + "TN": 1390785, + "TP": 2403, + "n_pred": 9977, + "n_ref": 3497 + }, + "8": { + "Dice": 0.9656755383456276, + "FN": 1192, + "FP": 767, + "IoU": 0.9336292180512265, + "TN": 1372340, + "TP": 27557, + "n_pred": 28324, + "n_ref": 28749 + }, + "9": { + "Dice": 0.6349206349206349, + "FN": 8, + "FP": 15, + "IoU": 0.46511627906976744, + "TN": 1401813, + "TP": 20, + "n_pred": 35, + "n_ref": 28 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0378.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0378.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 773, + "IoU": 0.0, + "TN": 1926779, + "TP": 0, + "n_pred": 773, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 3014, + "IoU": 0.0, + "TN": 1924538, + "TP": 0, + "n_pred": 3014, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 243, + "IoU": 0.0, + "TN": 1927309, + "TP": 0, + "n_pred": 243, + "n_ref": 0 + }, + "13": { + "Dice": 0.03519061583577713, + "FN": 215, + "FP": 772, + "IoU": 0.01791044776119403, + "TN": 1926547, + "TP": 18, + "n_pred": 790, + "n_ref": 233 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 1023, + "IoU": 0.0, + "TN": 1926529, + "TP": 0, + "n_pred": 1023, + "n_ref": 0 + }, + "2": { + "Dice": 0.29347826086956524, + "FN": 5, + "FP": 125, + "IoU": 0.17197452229299362, + "TN": 1927395, + "TP": 27, + "n_pred": 152, + "n_ref": 32 + }, + "3": { + "Dice": 0.9094076655052264, + "FN": 208, + "FP": 52, + "IoU": 0.8338658146964856, + "TN": 1925987, + "TP": 1305, + "n_pred": 1357, + "n_ref": 1513 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8677283495656751, + "FN": 277, + "FP": 1733, + "IoU": 0.7663605718935255, + "TN": 1918949, + "TP": 6593, + "n_pred": 8326, + "n_ref": 6870 + }, + "6": { + "Dice": 0.5827905707608166, + "FN": 669, + "FP": 34498, + "IoU": 0.4112240285288553, + "TN": 1867823, + "TP": 24562, + "n_pred": 59060, + "n_ref": 25231 + }, + "7": { + "Dice": 0.8824449951714428, + "FN": 40189, + "FP": 225, + "IoU": 0.7896210847418805, + "TN": 1735451, + "TP": 151687, + "n_pred": 151912, + "n_ref": 191876 + }, + "8": { + "Dice": 0.9523580912915492, + "FN": 1117, + "FP": 2654, + "IoU": 0.9090492499155853, + "TN": 1886090, + "TP": 37691, + "n_pred": 40345, + "n_ref": 38808 + }, + "9": { + "Dice": 0.6999334664005322, + "FN": 1335, + "FP": 18, + "IoU": 0.5383828045035824, + "TN": 1924621, + "TP": 1578, + "n_pred": 1596, + "n_ref": 2913 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0379.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0379.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 61, + "IoU": 0.0, + "TN": 876099, + "TP": 0, + "n_pred": 61, + "n_ref": 0 + }, + "10": { + "Dice": 0.8093757710338021, + "FN": 1109, + "FP": 2754, + "IoU": 0.6797911140583555, + "TN": 864096, + "TP": 8201, + "n_pred": 10955, + "n_ref": 9310 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.4161073825503356, + "FN": 155, + "FP": 19, + "IoU": 0.2627118644067797, + "TN": 875924, + "TP": 62, + "n_pred": 81, + "n_ref": 217 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 87, + "IoU": 0.0, + "TN": 876073, + "TP": 0, + "n_pred": 87, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9530561367582246, + "FN": 3138, + "FP": 1080, + "IoU": 0.9103221005634102, + "TN": 829125, + "TP": 42817, + "n_pred": 43897, + "n_ref": 45955 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 9, + "IoU": 0.0, + "TN": 876151, + "TP": 0, + "n_pred": 9, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 54, + "FP": 0, + "IoU": 0.0, + "TN": 876106, + "TP": 0, + "n_pred": 0, + "n_ref": 54 + }, + "6": { + "Dice": 0.9443859619808289, + "FN": 7388, + "FP": 2597, + "IoU": 0.8946318710889272, + "TN": 781397, + "TP": 84778, + "n_pred": 87375, + "n_ref": 92166 + }, + "7": { + "Dice": 0.8288659793814434, + "FN": 11217, + "FP": 8537, + "IoU": 0.7077464788732394, + "TN": 808568, + "TP": 47838, + "n_pred": 56375, + "n_ref": 59055 + }, + "8": { + "Dice": 0.8726287262872628, + "FN": 92, + "FP": 143, + "IoU": 0.7740384615384616, + "TN": 875120, + "TP": 805, + "n_pred": 948, + "n_ref": 897 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0390.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0390.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6195397547195811, + "FN": 370, + "FP": 2391, + "IoU": 0.448792174086644, + "TN": 695919, + "TP": 2248, + "n_pred": 4639, + "n_ref": 2618 + }, + "11": { + "Dice": 0.6221692491060786, + "FN": 31, + "FP": 286, + "IoU": 0.4515570934256055, + "TN": 700350, + "TP": 261, + "n_pred": 547, + "n_ref": 292 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.788685208596713, + "FN": 9408, + "FP": 3964, + "IoU": 0.6510984710118457, + "TN": 662602, + "TP": 24954, + "n_pred": 28918, + "n_ref": 34362 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 2274, + "FP": 97, + "IoU": 0.0, + "TN": 698557, + "TP": 0, + "n_pred": 97, + "n_ref": 2274 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9622145086486014, + "FN": 2598, + "FP": 3879, + "IoU": 0.9271805365052953, + "TN": 611982, + "TP": 82469, + "n_pred": 86348, + "n_ref": 85067 + }, + "7": { + "Dice": 0.11165888823155634, + "FN": 40488, + "FP": 55, + "IoU": 0.05913067693950013, + "TN": 657837, + "TP": 2548, + "n_pred": 2603, + "n_ref": 43036 + }, + "8": { + "Dice": 0.9174338458572324, + "FN": 945, + "FP": 768, + "IoU": 0.8474621549421193, + "TN": 689698, + "TP": 9517, + "n_pred": 10285, + "n_ref": 10462 + }, + "9": { + "Dice": 0.6397218600608431, + "FN": 3794, + "FP": 1180, + "IoU": 0.47028753993610223, + "TN": 691538, + "TP": 4416, + "n_pred": 5596, + "n_ref": 8210 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0392.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0392.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 21, + "FP": 0, + "IoU": 0.0, + "TN": 700907, + "TP": 0, + "n_pred": 0, + "n_ref": 21 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.760521329735316, + "FN": 2628, + "FP": 1543, + "IoU": 0.6135816194181953, + "TN": 690134, + "TP": 6623, + "n_pred": 8166, + "n_ref": 9251 + }, + "6": { + "Dice": 0.9559061365231455, + "FN": 1078, + "FP": 367, + "IoU": 0.9155365910685059, + "TN": 683820, + "TP": 15663, + "n_pred": 16030, + "n_ref": 16741 + }, + "7": { + "Dice": 0.9473390849166343, + "FN": 3480, + "FP": 866, + "IoU": 0.899947049750213, + "TN": 657491, + "TP": 39091, + "n_pred": 39957, + "n_ref": 42571 + }, + "8": { + "Dice": 0.941668795064736, + "FN": 1576, + "FP": 1393, + "IoU": 0.8897675800103958, + "TN": 673994, + "TP": 23965, + "n_pred": 25358, + "n_ref": 25541 + }, + "9": { + "Dice": 0.9524353663762319, + "FN": 99, + "FP": 234, + "IoU": 0.9091900736296701, + "TN": 697261, + "TP": 3334, + "n_pred": 3568, + "n_ref": 3433 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0401.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0401.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": 0.5029523300596721, + "FN": 2235.0511111111114, + "FP": 2088.6200000000003, + "IoU": 0.4257574828335658, + "TN": 909667.6888888888, + "TP": 8897.173333333334, + "n_pred": 10985.793333333333, + "n_ref": 11132.224444444442 + }, + "mean": { + "1": { + "Dice": 0.5893254974878104, + "FN": 2723.4333333333334, + "FP": 914.2, + "IoU": 0.5343322341431146, + "TN": 911398.4666666667, + "TP": 7852.433333333333, + "n_pred": 8766.633333333333, + "n_ref": 10575.866666666667 + }, + "10": { + "Dice": 0.48403919456931466, + "FN": 866.9, + "FP": 1151.5666666666666, + "IoU": 0.3958199237989404, + "TN": 917620.9333333333, + "TP": 3249.133333333333, + "n_pred": 4400.7, + "n_ref": 4116.033333333334 + }, + "11": { + "Dice": 0.3032104288387291, + "FN": 93.03333333333333, + "FP": 74.73333333333333, + "IoU": 0.23369509853797998, + "TN": 922590.5, + "TP": 130.26666666666668, + "n_pred": 205.0, + "n_ref": 223.3 + }, + "12": { + "Dice": 0.2734334954334048, + "FN": 69.36666666666666, + "FP": 52.13333333333333, + "IoU": 0.2083424748659726, + "TN": 922679.6666666666, + "TP": 87.36666666666666, + "n_pred": 139.5, + "n_ref": 156.73333333333332 + }, + "13": { + "Dice": 0.35244531400309337, + "FN": 991.7, + "FP": 940.1333333333333, + "IoU": 0.2637477937574593, + "TN": 918928.5, + "TP": 2028.2, + "n_pred": 2968.3333333333335, + "n_ref": 3019.9 + }, + "14": { + "Dice": 0.5106290800146547, + "FN": 1283.6333333333334, + "FP": 7704.566666666667, + "IoU": 0.459770468384677, + "TN": 906316.7333333333, + "TP": 7583.6, + "n_pred": 15288.166666666666, + "n_ref": 8867.233333333334 + }, + "15": { + "Dice": 0.4967625647870919, + "FN": 2814.6, + "FP": 1156.6333333333334, + "IoU": 0.3947185810572376, + "TN": 916340.1333333333, + "TP": 2577.1666666666665, + "n_pred": 3733.8, + "n_ref": 5391.766666666666 + }, + "2": { + "Dice": 0.49757519915196985, + "FN": 808.1333333333333, + "FP": 1960.8333333333333, + "IoU": 0.4542886182952463, + "TN": 910180.5, + "TP": 9939.066666666668, + "n_pred": 11899.9, + "n_ref": 10747.2 + }, + "3": { + "Dice": 0.4651894273653315, + "FN": 1885.0333333333333, + "FP": 1007.4, + "IoU": 0.4234429787788314, + "TN": 913216.7666666667, + "TP": 6779.333333333333, + "n_pred": 7786.733333333334, + "n_ref": 8664.366666666667 + }, + "4": { + "Dice": 0.4237036743824954, + "FN": 258.8666666666667, + "FP": 359.43333333333334, + "IoU": 0.32238592629860846, + "TN": 921722.1333333333, + "TP": 548.1, + "n_pred": 907.5333333333333, + "n_ref": 806.9666666666667 + }, + "5": { + "Dice": 0.5043878809668403, + "FN": 715.2, + "FP": 432.4, + "IoU": 0.3812341502231651, + "TN": 920520.2333333333, + "TP": 1220.7, + "n_pred": 1653.1, + "n_ref": 1935.9 + }, + "6": { + "Dice": 0.7054850662694323, + "FN": 13968.166666666666, + "FP": 5719.3, + "IoU": 0.629248169728949, + "TN": 846970.0666666667, + "TP": 56231.0, + "n_pred": 61950.3, + "n_ref": 70199.16666666667 + }, + "7": { + "Dice": 0.5344669570401595, + "FN": 3648.5333333333333, + "FP": 7924.733333333334, + "IoU": 0.4658796071364776, + "TN": 888456.2333333333, + "TP": 22859.033333333333, + "n_pred": 30783.766666666666, + "n_ref": 26507.566666666666 + }, + "8": { + "Dice": 0.7479456470202187, + "FN": 1448.3666666666666, + "FP": 1051.7, + "IoU": 0.6826761366304116, + "TN": 912736.5666666667, + "TP": 7651.9, + "n_pred": 8703.6, + "n_ref": 9100.266666666666 + }, + "9": { + "Dice": 0.6556855235645352, + "FN": 1950.8, + "FP": 879.5333333333333, + "IoU": 0.5367800808664158, + "TN": 915337.9, + "TP": 4720.3, + "n_pred": 5599.833333333333, + "n_ref": 6671.1 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 876158, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.21975308641975308, + "FN": 452, + "FP": 180, + "IoU": 0.12343966712898752, + "TN": 875439, + "TP": 89, + "n_pred": 269, + "n_ref": 541 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.4918217710095883, + "FN": 109, + "FP": 792, + "IoU": 0.3261032161555722, + "TN": 874823, + "TP": 436, + "n_pred": 1228, + "n_ref": 545 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.925638649900728, + "FN": 538, + "FP": 2271, + "IoU": 0.8615710624876799, + "TN": 855868, + "TP": 17483, + "n_pred": 19754, + "n_ref": 18021 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 15, + "IoU": 0.0, + "TN": 876145, + "TP": 0, + "n_pred": 15, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 366, + "IoU": 0.0, + "TN": 875794, + "TP": 0, + "n_pred": 366, + "n_ref": 0 + }, + "6": { + "Dice": 0.9868153977953383, + "FN": 2673, + "FP": 1036, + "IoU": 0.9739739388538429, + "TN": 733649, + "TP": 138802, + "n_pred": 139838, + "n_ref": 141475 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.30710509026061383, + "FN": 7150, + "FP": 14997, + "IoU": 0.18140824246904455, + "TN": 849105, + "TP": 4908, + "n_pred": 19905, + "n_ref": 12058 + }, + "9": { + "Dice": 0.7792093469910372, + "FN": 1159, + "FP": 4359, + "IoU": 0.6382825303179286, + "TN": 860905, + "TP": 9737, + "n_pred": 14096, + "n_ref": 10896 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0009.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0009.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9523759975860239, + "FN": 1111, + "FP": 3466, + "IoU": 0.9090818799412022, + "TN": 650586, + "TP": 45765, + "n_pred": 49231, + "n_ref": 46876 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0014.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0014.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9720051640959435, + "FN": 1932, + "FP": 1364, + "IoU": 0.9455350651067487, + "TN": 640412, + "TP": 57220, + "n_pred": 58584, + "n_ref": 59152 + }, + "10": { + "Dice": 0.8140030441400304, + "FN": 2136, + "FP": 6418, + "IoU": 0.6863449691991786, + "TN": 673656, + "TP": 18718, + "n_pred": 25136, + "n_ref": 20854 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 52, + "IoU": 0.0, + "TN": 700876, + "TP": 0, + "n_pred": 52, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9614956908534891, + "FN": 165, + "FP": 389, + "IoU": 0.9258466068799357, + "TN": 693457, + "TP": 6917, + "n_pred": 7306, + "n_ref": 7082 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9168715629047092, + "FN": 4221, + "FP": 208, + "IoU": 0.8465030844943509, + "TN": 672074, + "TP": 24425, + "n_pred": 24633, + "n_ref": 28646 + }, + "7": { + "Dice": 0.8949659210704854, + "FN": 6536, + "FP": 3527, + "IoU": 0.809898932653254, + "TN": 647993, + "TP": 42872, + "n_pred": 46399, + "n_ref": 49408 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0030.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0030.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.26543469130617386, + "FN": 1690, + "FP": 59, + "IoU": 0.15302663438256658, + "TN": 874095, + "TP": 316, + "n_pred": 375, + "n_ref": 2006 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.20646178092986603, + "FN": 718, + "FP": 289, + "IoU": 0.11511423550087874, + "TN": 875022, + "TP": 131, + "n_pred": 420, + "n_ref": 849 + }, + "14": { + "Dice": 0.9611888276576704, + "FN": 2255, + "FP": 1041, + "IoU": 0.9252777148038993, + "TN": 832050, + "TP": 40814, + "n_pred": 41855, + "n_ref": 43069 + }, + "15": { + "Dice": 0.04547491039426523, + "FN": 8522, + "FP": 0, + "IoU": 0.02326647564469914, + "TN": 867435, + "TP": 203, + "n_pred": 203, + "n_ref": 8725 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7130072840790843, + "FN": 365, + "FP": 1014, + "IoU": 0.5540103492884865, + "TN": 873068, + "TP": 1713, + "n_pred": 2727, + "n_ref": 2078 + }, + "7": { + "Dice": 0.9242916165537698, + "FN": 7765, + "FP": 4384, + "IoU": 0.8592399490209709, + "TN": 789850, + "TP": 74161, + "n_pred": 78545, + "n_ref": 81926 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0042.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0042.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 30, + "IoU": 0.0, + "TN": 1051362, + "TP": 0, + "n_pred": 30, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1674, + "IoU": 0.0, + "TN": 1049718, + "TP": 0, + "n_pred": 1674, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8182420436176696, + "FN": 6488, + "FP": 371, + "IoU": 0.6923939366759351, + "TN": 1029094, + "TP": 15439, + "n_pred": 15810, + "n_ref": 21927 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9755276715971415, + "FN": 4893, + "FP": 2175, + "IoU": 0.9522245204201647, + "TN": 903450, + "TP": 140874, + "n_pred": 143049, + "n_ref": 145767 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 746, + "IoU": 0.0, + "TN": 1050646, + "TP": 0, + "n_pred": 746, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0045.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0045.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.08393390754086834, + "FN": 5, + "FP": 20841, + "IoU": 0.04380533003073254, + "TN": 1380055, + "TP": 955, + "n_pred": 21796, + "n_ref": 960 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 834, + "IoU": 0.0, + "TN": 1401022, + "TP": 0, + "n_pred": 834, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.021681740787603293, + "FN": 1574, + "FP": 61055, + "IoU": 0.010959682895630339, + "TN": 1338533, + "TP": 694, + "n_pred": 61749, + "n_ref": 2268 + }, + "15": { + "Dice": 0.5852530673552394, + "FN": 22779, + "FP": 1796, + "IoU": 0.4136803931860476, + "TN": 1359942, + "TP": 17339, + "n_pred": 19135, + "n_ref": 40118 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 3127, + "IoU": 0.0, + "TN": 1398729, + "TP": 0, + "n_pred": 3127, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 4196, + "IoU": 0.0, + "TN": 1397660, + "TP": 0, + "n_pred": 4196, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.17653213495480352, + "FN": 10, + "FP": 47999, + "IoU": 0.09681121249176936, + "TN": 1348701, + "TP": 5146, + "n_pred": 53145, + "n_ref": 5156 + }, + "7": { + "Dice": 0.6962361912210382, + "FN": 2354, + "FP": 28718, + "IoU": 0.5340201856600831, + "TN": 1335175, + "TP": 35609, + "n_pred": 64327, + "n_ref": 37963 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0052.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0052.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.5369774919614148, + "FN": 286, + "FP": 2, + "IoU": 0.367032967032967, + "TN": 1050937, + "TP": 167, + "n_pred": 169, + "n_ref": 453 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9068898589193792, + "FN": 22680, + "FP": 1594, + "IoU": 0.8296417943967211, + "TN": 908904, + "TP": 118214, + "n_pred": 119808, + "n_ref": 140894 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 32, + "IoU": 0.0, + "TN": 1051360, + "TP": 0, + "n_pred": 32, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0058.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0058.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7133382461311717, + "FN": 113, + "FP": 665, + "IoU": 0.5544100801832761, + "TN": 874414, + "TP": 968, + "n_pred": 1633, + "n_ref": 1081 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 18, + "IoU": 0.0, + "TN": 876142, + "TP": 0, + "n_pred": 18, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.5667863861809475, + "FN": 4051, + "FP": 1015, + "IoU": 0.3954653937947494, + "TN": 867780, + "TP": 3314, + "n_pred": 4329, + "n_ref": 7365 + }, + "6": { + "Dice": 0.8823707186030894, + "FN": 6351, + "FP": 7661, + "IoU": 0.7895021482438482, + "TN": 809594, + "TP": 52554, + "n_pred": 60215, + "n_ref": 58905 + }, + "7": { + "Dice": 0.9065883183765382, + "FN": 2930, + "FP": 11091, + "IoU": 0.8291372166707287, + "TN": 794100, + "TP": 68039, + "n_pred": 79130, + "n_ref": 70969 + }, + "8": { + "Dice": 0.945672853337843, + "FN": 524, + "FP": 761, + "IoU": 0.8969444221669741, + "TN": 863691, + "TP": 11184, + "n_pred": 11945, + "n_ref": 11708 + }, + "9": { + "Dice": 0.47098402018502944, + "FN": 154, + "FP": 1104, + "IoU": 0.30803080308030806, + "TN": 874342, + "TP": 560, + "n_pred": 1664, + "n_ref": 714 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0072.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0072.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9041797535636628, + "FN": 1019, + "FP": 964, + "IoU": 0.8251168533380369, + "TN": 864821, + "TP": 9356, + "n_pred": 10320, + "n_ref": 10375 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 3352, + "IoU": 0.0, + "TN": 872808, + "TP": 0, + "n_pred": 3352, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.3185108583247156, + "FN": 74, + "FP": 585, + "IoU": 0.18942189421894218, + "TN": 875347, + "TP": 154, + "n_pred": 739, + "n_ref": 228 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 171, + "FP": 13089, + "IoU": 0.0, + "TN": 862900, + "TP": 0, + "n_pred": 13089, + "n_ref": 171 + }, + "15": { + "Dice": 0.006910167818361303, + "FN": 177, + "FP": 3847, + "IoU": 0.003467062902426944, + "TN": 872122, + "TP": 14, + "n_pred": 3861, + "n_ref": 191 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1192, + "IoU": 0.0, + "TN": 874968, + "TP": 0, + "n_pred": 1192, + "n_ref": 0 + }, + "3": { + "Dice": 0.9591890035693903, + "FN": 2681, + "FP": 1538, + "IoU": 0.921578468001264, + "TN": 822361, + "TP": 49580, + "n_pred": 51118, + "n_ref": 52261 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 256, + "IoU": 0.0, + "TN": 875904, + "TP": 0, + "n_pred": 256, + "n_ref": 0 + }, + "7": { + "Dice": 0.8224786753637732, + "FN": 2103, + "FP": 3204, + "IoU": 0.6984830407363218, + "TN": 858559, + "TP": 12294, + "n_pred": 15498, + "n_ref": 14397 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0075.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0075.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 37, + "IoU": 0.0, + "TN": 700891, + "TP": 0, + "n_pred": 37, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.7439105508219569, + "FN": 5037, + "FP": 3048, + "IoU": 0.5922432923138995, + "TN": 681100, + "TP": 11743, + "n_pred": 14791, + "n_ref": 16780 + }, + "15": { + "Dice": 0.5991723606967568, + "FN": 64, + "FP": 4101, + "IoU": 0.42772739763671336, + "TN": 693650, + "TP": 3113, + "n_pred": 7214, + "n_ref": 3177 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.4475728155339806, + "FN": 728, + "FP": 410, + "IoU": 0.2883051907442151, + "TN": 699329, + "TP": 461, + "n_pred": 871, + "n_ref": 1189 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9775129680853222, + "FN": 2327, + "FP": 998, + "IoU": 0.9560150276476969, + "TN": 625334, + "TP": 72269, + "n_pred": 73267, + "n_ref": 74596 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1976, + "IoU": 0.0, + "TN": 698952, + "TP": 0, + "n_pred": 1976, + "n_ref": 0 + }, + "8": { + "Dice": 0.09008615988657433, + "FN": 8343, + "FP": 0, + "IoU": 0.047167656464138875, + "TN": 692172, + "TP": 413, + "n_pred": 413, + "n_ref": 8756 + }, + "9": { + "Dice": 0.23632470313412499, + "FN": 3923, + "FP": 0, + "IoU": 0.13399558498896247, + "TN": 696398, + "TP": 607, + "n_pred": 607, + "n_ref": 4530 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0105.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0105.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.08921473368077025, + "FN": 10292, + "FP": 19, + "IoU": 0.04669008875739645, + "TN": 865344, + "TP": 505, + "n_pred": 524, + "n_ref": 10797 + }, + "10": { + "Dice": 0.8449367088607594, + "FN": 45, + "FP": 53, + "IoU": 0.7315068493150685, + "TN": 875795, + "TP": 267, + "n_pred": 320, + "n_ref": 312 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.20165162281544075, + "FN": 131, + "FP": 4026, + "IoU": 0.1121315677061085, + "TN": 871478, + "TP": 525, + "n_pred": 4551, + "n_ref": 656 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6322100099918249, + "FN": 2802, + "FP": 1247, + "IoU": 0.4622127772612565, + "TN": 868631, + "TP": 3480, + "n_pred": 4727, + "n_ref": 6282 + }, + "6": { + "Dice": 0.48843459065169403, + "FN": 861, + "FP": 9799, + "IoU": 0.3231316274049146, + "TN": 860411, + "TP": 5089, + "n_pred": 14888, + "n_ref": 5950 + }, + "7": { + "Dice": 0.9200702678963548, + "FN": 545, + "FP": 183, + "IoU": 0.8519723464823099, + "TN": 871242, + "TP": 4190, + "n_pred": 4373, + "n_ref": 4735 + }, + "8": { + "Dice": 0.9547258718400442, + "FN": 2049, + "FP": 84, + "IoU": 0.9133736750192909, + "TN": 851537, + "TP": 22490, + "n_pred": 22574, + "n_ref": 24539 + }, + "9": { + "Dice": 0.08701472556894244, + "FN": 831, + "FP": 533, + "IoU": 0.04548635409377187, + "TN": 874731, + "TP": 65, + "n_pred": 598, + "n_ref": 896 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0124.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0124.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0134.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0134.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 9205, + "FP": 0, + "IoU": 0.0, + "TN": 1217419, + "TP": 0, + "n_pred": 0, + "n_ref": 9205 + }, + "10": { + "Dice": 0.8127883274326789, + "FN": 1737, + "FP": 8, + "IoU": 0.6846195553949033, + "TN": 1221091, + "TP": 3788, + "n_pred": 3796, + "n_ref": 5525 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.899823443617103, + "FN": 3136, + "FP": 2084, + "IoU": 0.8178900362824448, + "TN": 1197960, + "TP": 23444, + "n_pred": 25528, + "n_ref": 26580 + }, + "14": { + "Dice": 0.9843938402177284, + "FN": 547, + "FP": 812, + "IoU": 0.9692672998643148, + "TN": 1182404, + "TP": 42861, + "n_pred": 43673, + "n_ref": 43408 + }, + "15": { + "Dice": 0.9525959367945824, + "FN": 5, + "FP": 16, + "IoU": 0.9094827586206896, + "TN": 1226392, + "TP": 211, + "n_pred": 227, + "n_ref": 216 + }, + "2": { + "Dice": 0.9146502284785476, + "FN": 841, + "FP": 1942, + "IoU": 0.8427239333144956, + "TN": 1208929, + "TP": 14912, + "n_pred": 16854, + "n_ref": 15753 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 443, + "IoU": 0.0, + "TN": 1226181, + "TP": 0, + "n_pred": 443, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 8582, + "IoU": 0.0, + "TN": 1218042, + "TP": 0, + "n_pred": 8582, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 2624, + "IoU": 0.0, + "TN": 1224000, + "TP": 0, + "n_pred": 2624, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0147.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0147.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 2106, + "IoU": 0.0, + "TN": 1224518, + "TP": 0, + "n_pred": 2106, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8713910761154856, + "FN": 13, + "FP": 36, + "IoU": 0.772093023255814, + "TN": 1226409, + "TP": 166, + "n_pred": 202, + "n_ref": 179 + }, + "13": { + "Dice": 0.5472022955523673, + "FN": 5358, + "FP": 954, + "IoU": 0.3766541576140628, + "TN": 1216498, + "TP": 3814, + "n_pred": 4768, + "n_ref": 9172 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 83992, + "IoU": 0.0, + "TN": 1142632, + "TP": 0, + "n_pred": 83992, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 873, + "FP": 10000, + "IoU": 0.0, + "TN": 1215751, + "TP": 0, + "n_pred": 10000, + "n_ref": 873 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.49179276737625033, + "FN": 3316, + "FP": 4610, + "IoU": 0.32607771448006123, + "TN": 1214863, + "TP": 3835, + "n_pred": 8445, + "n_ref": 7151 + }, + "6": { + "Dice": 0.9166571035115906, + "FN": 2930, + "FP": 8690, + "IoU": 0.8461375493233759, + "TN": 1151102, + "TP": 63902, + "n_pred": 72592, + "n_ref": 66832 + }, + "7": { + "Dice": 0.8159825454992433, + "FN": 11009, + "FP": 12944, + "IoU": 0.6891642875681288, + "TN": 1149564, + "TP": 53107, + "n_pred": 66051, + "n_ref": 64116 + }, + "8": { + "Dice": 0.9332529812450922, + "FN": 3182, + "FP": 473, + "IoU": 0.8748587667340021, + "TN": 1197417, + "TP": 25552, + "n_pred": 26025, + "n_ref": 28734 + }, + "9": { + "Dice": 0.7641565196831777, + "FN": 1334, + "FP": 661, + "IoU": 0.6183279127606658, + "TN": 1221397, + "TP": 3232, + "n_pred": 3893, + "n_ref": 4566 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0171.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0171.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6641468682505399, + "FN": 514, + "FP": 108, + "IoU": 0.4971705739692805, + "TN": 1225387, + "TP": 615, + "n_pred": 723, + "n_ref": 1129 + }, + "10": { + "Dice": 0.6512935883014623, + "FN": 620, + "FP": 0, + "IoU": 0.4829024186822352, + "TN": 1225425, + "TP": 579, + "n_pred": 579, + "n_ref": 1199 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 113, + "IoU": 0.0, + "TN": 1226511, + "TP": 0, + "n_pred": 113, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 179, + "FP": 0, + "IoU": 0.0, + "TN": 1226445, + "TP": 0, + "n_pred": 0, + "n_ref": 179 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 996, + "IoU": 0.0, + "TN": 1225628, + "TP": 0, + "n_pred": 996, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.3210212765957447, + "FN": 79, + "FP": 7899, + "IoU": 0.19120032441200324, + "TN": 1216760, + "TP": 1886, + "n_pred": 9785, + "n_ref": 1965 + }, + "3": { + "Dice": 0.8111116682545254, + "FN": 13882, + "FP": 1186, + "IoU": 0.6822437789962041, + "TN": 1179204, + "TP": 32352, + "n_pred": 33538, + "n_ref": 46234 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 5513, + "IoU": 0.0, + "TN": 1221111, + "TP": 0, + "n_pred": 5513, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.643024142938006, + "FN": 144571, + "FP": 479, + "IoU": 0.4738655736515652, + "TN": 950934, + "TP": 130640, + "n_pred": 131119, + "n_ref": 275211 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 4746, + "IoU": 0.0, + "TN": 1221878, + "TP": 0, + "n_pred": 4746, + "n_ref": 0 + }, + "8": { + "Dice": 0.7856163936565946, + "FN": 3242, + "FP": 43, + "IoU": 0.6469260533104041, + "TN": 1217320, + "TP": 6019, + "n_pred": 6062, + "n_ref": 9261 + }, + "9": { + "Dice": 0.8240919540229885, + "FN": 641, + "FP": 1272, + "IoU": 0.7008132624335315, + "TN": 1220230, + "TP": 4481, + "n_pred": 5753, + "n_ref": 5122 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0173.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0173.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 614, + "FP": 0, + "IoU": 0.0, + "TN": 700314, + "TP": 0, + "n_pred": 0, + "n_ref": 614 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 66, + "FP": 0, + "IoU": 0.0, + "TN": 700862, + "TP": 0, + "n_pred": 0, + "n_ref": 66 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9799553868920056, + "FN": 5812, + "FP": 595, + "IoU": 0.9606985560231135, + "TN": 537906, + "TP": 156615, + "n_pred": 157210, + "n_ref": 162427 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 65, + "IoU": 0.0, + "TN": 700863, + "TP": 0, + "n_pred": 65, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0181.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0181.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 6287, + "FP": 1128, + "IoU": 0.0, + "TN": 693513, + "TP": 0, + "n_pred": 1128, + "n_ref": 6287 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7609218807848945, + "FN": 3480, + "FP": 1686, + "IoU": 0.6141032344812131, + "TN": 687541, + "TP": 8221, + "n_pred": 9907, + "n_ref": 11701 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6823387582881254, + "FN": 4799, + "FP": 1525, + "IoU": 0.5178408051235133, + "TN": 687812, + "TP": 6792, + "n_pred": 8317, + "n_ref": 11591 + }, + "6": { + "Dice": 0.4944180674964712, + "FN": 7713, + "FP": 167, + "IoU": 0.3283900110798602, + "TN": 689195, + "TP": 3853, + "n_pred": 4020, + "n_ref": 11566 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 611, + "IoU": 0.0, + "TN": 700317, + "TP": 0, + "n_pred": 611, + "n_ref": 0 + }, + "8": { + "Dice": 0.9589321977090357, + "FN": 1590, + "FP": 493, + "IoU": 0.9211044617831983, + "TN": 674526, + "TP": 24319, + "n_pred": 24812, + "n_ref": 25909 + }, + "9": { + "Dice": 0.4350821409644939, + "FN": 9525, + "FP": 1135, + "IoU": 0.2780223501523874, + "TN": 686163, + "TP": 4105, + "n_pred": 5240, + "n_ref": 13630 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0192.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9053855405585995, + "FN": 332, + "FP": 2500, + "IoU": 0.8271273348797461, + "TN": 684546, + "TP": 13550, + "n_pred": 16050, + "n_ref": 13882 + }, + "15": { + "Dice": 0.6872657900115827, + "FN": 8620, + "FP": 9740, + "IoU": 0.523537655057871, + "TN": 662394, + "TP": 20174, + "n_pred": 29914, + "n_ref": 28794 + }, + "2": { + "Dice": 0.9511633900301892, + "FN": 4213, + "FP": 1093, + "IoU": 0.9068747038278604, + "TN": 643951, + "TP": 51671, + "n_pred": 52764, + "n_ref": 55884 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 122, + "IoU": 0.0, + "TN": 700806, + "TP": 0, + "n_pred": 122, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6298167280470184, + "FN": 136296, + "FP": 4, + "IoU": 0.45965874853318955, + "TN": 448680, + "TP": 115948, + "n_pred": 115952, + "n_ref": 252244 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 89594, + "IoU": 0.0, + "TN": 611334, + "TP": 0, + "n_pred": 89594, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0197.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0197.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9171226380681403, + "FN": 574, + "FP": 1698, + "IoU": 0.8469312133665701, + "TN": 686085, + "TP": 12571, + "n_pred": 14269, + "n_ref": 13145 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6622685677803788, + "FN": 1197, + "FP": 390, + "IoU": 0.4950684059815463, + "TN": 697785, + "TP": 1556, + "n_pred": 1946, + "n_ref": 2753 + }, + "13": { + "Dice": 0.0, + "FN": 266, + "FP": 0, + "IoU": 0.0, + "TN": 700662, + "TP": 0, + "n_pred": 0, + "n_ref": 266 + }, + "14": { + "Dice": 0.06475686891335632, + "FN": 13473, + "FP": 42419, + "IoU": 0.0334618776696007, + "TN": 643101, + "TP": 1935, + "n_pred": 44354, + "n_ref": 15408 + }, + "15": { + "Dice": 0.38661118147277, + "FN": 16951, + "FP": 0, + "IoU": 0.23962678867806037, + "TN": 678635, + "TP": 5342, + "n_pred": 5342, + "n_ref": 22293 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9386858848037836, + "FN": 321, + "FP": 768, + "IoU": 0.8844562334217506, + "TN": 691503, + "TP": 8336, + "n_pred": 9104, + "n_ref": 8657 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.5726169844020798, + "FN": 1178, + "FP": 55, + "IoU": 0.40116561437591064, + "TN": 698869, + "TP": 826, + "n_pred": 881, + "n_ref": 2004 + }, + "7": { + "Dice": 0.9697561656259811, + "FN": 712, + "FP": 1022, + "IoU": 0.9412880070427304, + "TN": 671394, + "TP": 27800, + "n_pred": 28822, + "n_ref": 28512 + }, + "8": { + "Dice": 0.9499620924943138, + "FN": 677, + "FP": 1039, + "IoU": 0.9046931407942238, + "TN": 682923, + "TP": 16289, + "n_pred": 17328, + "n_ref": 16966 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0230.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0230.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9773504518446342, + "FN": 2373, + "FP": 2369, + "IoU": 0.9557041839089049, + "TN": 418643, + "TP": 102311, + "n_pred": 104680, + "n_ref": 104684 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9702988239131617, + "FN": 873, + "FP": 766, + "IoU": 0.9423110766956461, + "TN": 497285, + "TP": 26772, + "n_pred": 27538, + "n_ref": 27645 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 59, + "IoU": 0.0, + "TN": 525637, + "TP": 0, + "n_pred": 59, + "n_ref": 0 + }, + "7": { + "Dice": 0.8286094730835077, + "FN": 2639, + "FP": 64, + "IoU": 0.7073725235466061, + "TN": 516459, + "TP": 6534, + "n_pred": 6598, + "n_ref": 9173 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0235.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0235.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8527260105729695, + "FN": 4430, + "FP": 6602, + "IoU": 0.7432627414475216, + "TN": 833190, + "TP": 31938, + "n_pred": 38540, + "n_ref": 36368 + }, + "15": { + "Dice": 0.8465974625144176, + "FN": 380, + "FP": 19, + "IoU": 0.734, + "TN": 874660, + "TP": 1101, + "n_pred": 1120, + "n_ref": 1481 + }, + "2": { + "Dice": 0.9728155990671973, + "FN": 5500, + "FP": 177, + "IoU": 0.9470700666635589, + "TN": 768905, + "TP": 101578, + "n_pred": 101755, + "n_ref": 107078 + }, + "3": { + "Dice": 0.8460291734197731, + "FN": 95, + "FP": 0, + "IoU": 0.7331460674157303, + "TN": 875804, + "TP": 261, + "n_pred": 261, + "n_ref": 356 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9688687968766053, + "FN": 599, + "FP": 7, + "IoU": 0.9396173774412117, + "TN": 866124, + "TP": 9430, + "n_pred": 9437, + "n_ref": 10029 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8974358974358975, + "FN": 3, + "FP": 5, + "IoU": 0.813953488372093, + "TN": 876117, + "TP": 35, + "n_pred": 40, + "n_ref": 38 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0263.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0263.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 7651, + "IoU": 0.0, + "TN": 1394205, + "TP": 0, + "n_pred": 7651, + "n_ref": 0 + }, + "11": { + "Dice": 0.7243199350385708, + "FN": 760, + "FP": 1277, + "IoU": 0.5677912157861235, + "TN": 1397143, + "TP": 2676, + "n_pred": 3953, + "n_ref": 3436 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 1401854, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 253, + "IoU": 0.0, + "TN": 1401603, + "TP": 0, + "n_pred": 253, + "n_ref": 0 + }, + "14": { + "Dice": 0.8661056799901002, + "FN": 1117, + "FP": 5375, + "IoU": 0.7638328058496126, + "TN": 1374367, + "TP": 20997, + "n_pred": 26372, + "n_ref": 22114 + }, + "15": { + "Dice": 0.5168953512185132, + "FN": 2098, + "FP": 261, + "IoU": 0.34852250759458714, + "TN": 1398235, + "TP": 1262, + "n_pred": 1523, + "n_ref": 3360 + }, + "2": { + "Dice": 0.9642825300023181, + "FN": 494, + "FP": 1509, + "IoU": 0.9310285458489721, + "TN": 1372815, + "TP": 27038, + "n_pred": 28547, + "n_ref": 27532 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 210, + "IoU": 0.0, + "TN": 1401646, + "TP": 0, + "n_pred": 210, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9740483991880122, + "FN": 1752, + "FP": 1329, + "IoU": 0.9494096977061132, + "TN": 1340955, + "TP": 57820, + "n_pred": 59149, + "n_ref": 59572 + }, + "7": { + "Dice": 0.7573970618663356, + "FN": 147, + "FP": 9233, + "IoU": 0.6095246024477562, + "TN": 1377834, + "TP": 14642, + "n_pred": 23875, + "n_ref": 14789 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8214610488026675, + "FN": 199, + "FP": 390, + "IoU": 0.6970164609053497, + "TN": 1399912, + "TP": 1355, + "n_pred": 1745, + "n_ref": 1554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0282.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0282.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9664469408597159, + "FN": 1193, + "FP": 614, + "IoU": 0.9350724012791491, + "TN": 848329, + "TP": 26024, + "n_pred": 26638, + "n_ref": 27217 + }, + "10": { + "Dice": 0.7736056029027086, + "FN": 1973, + "FP": 710, + "IoU": 0.6307967524425485, + "TN": 868893, + "TP": 4584, + "n_pred": 5294, + "n_ref": 6557 + }, + "11": { + "Dice": 0.0, + "FN": 1500, + "FP": 0, + "IoU": 0.0, + "TN": 874660, + "TP": 0, + "n_pred": 0, + "n_ref": 1500 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 173, + "IoU": 0.0, + "TN": 875987, + "TP": 0, + "n_pred": 173, + "n_ref": 0 + }, + "13": { + "Dice": 0.24682472480948348, + "FN": 3325, + "FP": 233, + "IoU": 0.14078724945665297, + "TN": 872019, + "TP": 583, + "n_pred": 816, + "n_ref": 3908 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1861, + "IoU": 0.0, + "TN": 874299, + "TP": 0, + "n_pred": 1861, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 4921, + "IoU": 0.0, + "TN": 871239, + "TP": 0, + "n_pred": 4921, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 4486, + "IoU": 0.0, + "TN": 871674, + "TP": 0, + "n_pred": 4486, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 218, + "FP": 0, + "IoU": 0.0, + "TN": 875942, + "TP": 0, + "n_pred": 0, + "n_ref": 218 + }, + "6": { + "Dice": 0.9303326507486576, + "FN": 15480, + "FP": 5239, + "IoU": 0.8697401593119535, + "TN": 717101, + "TP": 138340, + "n_pred": 143579, + "n_ref": 153820 + }, + "7": { + "Dice": 0.8197831465212562, + "FN": 19286, + "FP": 37824, + "IoU": 0.6946038298850821, + "TN": 689157, + "TP": 129893, + "n_pred": 167717, + "n_ref": 149179 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 7254, + "IoU": 0.0, + "TN": 868906, + "TP": 0, + "n_pred": 7254, + "n_ref": 0 + }, + "9": { + "Dice": 0.7011188528144786, + "FN": 20604, + "FP": 72, + "IoU": 0.539786765196875, + "TN": 831233, + "TP": 24251, + "n_pred": 24323, + "n_ref": 44855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0294.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0294.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9490879390144297, + "FN": 395, + "FP": 540, + "IoU": 0.9031088082901555, + "TN": 1392206, + "TP": 8715, + "n_pred": 9255, + "n_ref": 9110 + }, + "10": { + "Dice": 0.8207350345048949, + "FN": 409, + "FP": 708, + "IoU": 0.695971692977681, + "TN": 1398182, + "TP": 2557, + "n_pred": 3265, + "n_ref": 2966 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 296, + "IoU": 0.0, + "TN": 1401560, + "TP": 0, + "n_pred": 296, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.954061413801501, + "FN": 2696, + "FP": 1454, + "IoU": 0.9121581576496486, + "TN": 1354612, + "TP": 43094, + "n_pred": 44548, + "n_ref": 45790 + }, + "15": { + "Dice": 0.9201393793850355, + "FN": 761, + "FP": 2631, + "IoU": 0.8520908734138578, + "TN": 1378923, + "TP": 19541, + "n_pred": 22172, + "n_ref": 20302 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6913827655310621, + "FN": 1061, + "FP": 2943, + "IoU": 0.5283307810107197, + "TN": 1393367, + "TP": 4485, + "n_pred": 7428, + "n_ref": 5546 + }, + "6": { + "Dice": 0.9285250801266296, + "FN": 1273, + "FP": 5997, + "IoU": 0.8665859208691185, + "TN": 1347364, + "TP": 47222, + "n_pred": 53219, + "n_ref": 48495 + }, + "7": { + "Dice": 0.9900949398918096, + "FN": 494, + "FP": 1771, + "IoU": 0.9803841757023591, + "TN": 1286388, + "TP": 113203, + "n_pred": 114974, + "n_ref": 113697 + }, + "8": { + "Dice": 0.9086834399091616, + "FN": 7349, + "FP": 1819, + "IoU": 0.8326488144132304, + "TN": 1347073, + "TP": 45615, + "n_pred": 47434, + "n_ref": 52964 + }, + "9": { + "Dice": 0.7850754551858097, + "FN": 8755, + "FP": 1314, + "IoU": 0.6461927685442215, + "TN": 1373397, + "TP": 18390, + "n_pred": 19704, + "n_ref": 27145 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0297.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0297.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9583472175941353, + "FN": 52, + "FP": 73, + "IoU": 0.9200255918106206, + "TN": 1049829, + "TP": 1438, + "n_pred": 1511, + "n_ref": 1490 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.7117117117117117, + "FN": 36, + "FP": 28, + "IoU": 0.5524475524475524, + "TN": 1051249, + "TP": 79, + "n_pred": 107, + "n_ref": 115 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 1051385, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "13": { + "Dice": 0.011017838405036727, + "FN": 507, + "FP": 3263, + "IoU": 0.0055394355051437616, + "TN": 1047601, + "TP": 21, + "n_pred": 3284, + "n_ref": 528 + }, + "14": { + "Dice": 0.79459664688368, + "FN": 6877, + "FP": 3402, + "IoU": 0.6591956500116044, + "TN": 1021231, + "TP": 19882, + "n_pred": 23284, + "n_ref": 26759 + }, + "15": { + "Dice": 0.4142351697835776, + "FN": 23208, + "FP": 2288, + "IoU": 0.26122105995189937, + "TN": 1016881, + "TP": 9015, + "n_pred": 11303, + "n_ref": 32223 + }, + "2": { + "Dice": 0.8111876075731498, + "FN": 10667, + "FP": 303, + "IoU": 0.6823512378746199, + "TN": 1016857, + "TP": 23565, + "n_pred": 23868, + "n_ref": 34232 + }, + "3": { + "Dice": 0.11160714285714286, + "FN": 359, + "FP": 10785, + "IoU": 0.0591016548463357, + "TN": 1039548, + "TP": 700, + "n_pred": 11485, + "n_ref": 1059 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7044851839040701, + "FN": 2420, + "FP": 143, + "IoU": 0.5437878248487006, + "TN": 1045774, + "TP": 3055, + "n_pred": 3198, + "n_ref": 5475 + }, + "6": { + "Dice": 0.8804090253451473, + "FN": 12216, + "FP": 6356, + "IoU": 0.7863666689672625, + "TN": 964458, + "TP": 68362, + "n_pred": 74718, + "n_ref": 80578 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9319477578747322, + "FN": 1133, + "FP": 2233, + "IoU": 0.8725675777996517, + "TN": 1024978, + "TP": 23048, + "n_pred": 25281, + "n_ref": 24181 + }, + "9": { + "Dice": 0.9170068027210885, + "FN": 1511, + "FP": 3369, + "IoU": 0.8467336683417085, + "TN": 1019552, + "TP": 26960, + "n_pred": 30329, + "n_ref": 28471 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0302.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0302.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.507192993409024, + "FN": 54723, + "FP": 532, + "IoU": 0.33975791322634996, + "TN": 617239, + "TP": 28434, + "n_pred": 28966, + "n_ref": 83157 + }, + "10": { + "Dice": 0.44585518446959244, + "FN": 4249, + "FP": 1774, + "IoU": 0.28688136395927066, + "TN": 692482, + "TP": 2423, + "n_pred": 4197, + "n_ref": 6672 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7133530494950059, + "FN": 2567, + "FP": 2570, + "IoU": 0.5544279642640298, + "TN": 689399, + "TP": 6392, + "n_pred": 8962, + "n_ref": 8959 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 31853, + "IoU": 0.0, + "TN": 669075, + "TP": 0, + "n_pred": 31853, + "n_ref": 0 + }, + "3": { + "Dice": 0.427634797925433, + "FN": 34784, + "FP": 310, + "IoU": 0.27196913119243216, + "TN": 652724, + "TP": 13110, + "n_pred": 13420, + "n_ref": 47894 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8402250109980502, + "FN": 12755, + "FP": 48624, + "IoU": 0.7244724355722744, + "TN": 478159, + "TP": 161390, + "n_pred": 210014, + "n_ref": 174145 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 834, + "IoU": 0.0, + "TN": 700094, + "TP": 0, + "n_pred": 834, + "n_ref": 0 + }, + "8": { + "Dice": 0.9329616018248638, + "FN": 1994, + "FP": 122, + "IoU": 0.8743467933491686, + "TN": 684088, + "TP": 14724, + "n_pred": 14846, + "n_ref": 16718 + }, + "9": { + "Dice": 0.25964456003467706, + "FN": 3364, + "FP": 52, + "IoU": 0.14919053549190536, + "TN": 696913, + "TP": 599, + "n_pred": 651, + "n_ref": 3963 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0330.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0330.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.20627831507245445, + "FN": 20389, + "FP": 4314, + "IoU": 0.11500017912800488, + "TN": 673015, + "TP": 3210, + "n_pred": 7524, + "n_ref": 23599 + }, + "7": { + "Dice": 0.6421051803979841, + "FN": 27284, + "FP": 18237, + "IoU": 0.4728681272870443, + "TN": 614572, + "TP": 40835, + "n_pred": 59072, + "n_ref": 68119 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0362.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0362.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8921162962759981, + "FN": 4513, + "FP": 7298, + "IoU": 0.8052436309671036, + "TN": 815515, + "TP": 48834, + "n_pred": 56132, + "n_ref": 53347 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 14, + "IoU": 0.0, + "TN": 876146, + "TP": 0, + "n_pred": 14, + "n_ref": 0 + }, + "12": { + "Dice": 0.4507042253521127, + "FN": 74, + "FP": 4, + "IoU": 0.2909090909090909, + "TN": 876050, + "TP": 32, + "n_pred": 36, + "n_ref": 106 + }, + "13": { + "Dice": 0.6144903710662283, + "FN": 2374, + "FP": 10758, + "IoU": 0.44351216204763116, + "TN": 852562, + "TP": 10466, + "n_pred": 21224, + "n_ref": 12840 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.14861995753715498, + "FN": 394, + "FP": 7, + "IoU": 0.08027522935779817, + "TN": 875724, + "TP": 35, + "n_pred": 42, + "n_ref": 429 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 429, + "IoU": 0.0, + "TN": 875731, + "TP": 0, + "n_pred": 429, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.3866128101557992, + "FN": 1050, + "FP": 13, + "IoU": 0.2396280400572246, + "TN": 874762, + "TP": 335, + "n_pred": 348, + "n_ref": 1385 + }, + "6": { + "Dice": 0.979499342830813, + "FN": 1995, + "FP": 719, + "IoU": 0.9598223538119911, + "TN": 808610, + "TP": 64836, + "n_pred": 65555, + "n_ref": 66831 + }, + "7": { + "Dice": 0.8377532048145611, + "FN": 3275, + "FP": 3357, + "IoU": 0.7208049170665993, + "TN": 852406, + "TP": 17122, + "n_pred": 20479, + "n_ref": 20397 + }, + "8": { + "Dice": 0.8761305544632324, + "FN": 100, + "FP": 1790, + "IoU": 0.7795661301609517, + "TN": 867586, + "TP": 6684, + "n_pred": 8474, + "n_ref": 6784 + }, + "9": { + "Dice": 0.8931987045151457, + "FN": 469, + "FP": 2334, + "IoU": 0.807009088405398, + "TN": 861636, + "TP": 11721, + "n_pred": 14055, + "n_ref": 12190 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0371.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0371.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8147974713181925, + "FN": 706, + "FP": 85, + "IoU": 0.6874753062030818, + "TN": 1048861, + "TP": 1740, + "n_pred": 1825, + "n_ref": 2446 + }, + "11": { + "Dice": 0.7698986975397974, + "FN": 43, + "FP": 593, + "IoU": 0.6258823529411764, + "TN": 1049692, + "TP": 1064, + "n_pred": 1657, + "n_ref": 1107 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5478890989287964, + "FN": 5606, + "FP": 134, + "IoU": 0.3773052722933391, + "TN": 1042174, + "TP": 3478, + "n_pred": 3612, + "n_ref": 9084 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.7394296951819076, + "FN": 264, + "FP": 1, + "IoU": 0.5865834633385335, + "TN": 1050751, + "TP": 376, + "n_pred": 377, + "n_ref": 640 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9317852805440855, + "FN": 7978, + "FP": 6064, + "IoU": 0.872282756989795, + "TN": 941446, + "TP": 95904, + "n_pred": 101968, + "n_ref": 103882 + }, + "7": { + "Dice": 0.7987579693901924, + "FN": 21558, + "FP": 348, + "IoU": 0.6649434077699602, + "TN": 986012, + "TP": 43474, + "n_pred": 43822, + "n_ref": 65032 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7615646540984968, + "FN": 1235, + "FP": 7378, + "IoU": 0.6149409871244635, + "TN": 1029024, + "TP": 13755, + "n_pred": 21133, + "n_ref": 14990 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0387.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0387.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.4307178631051753, + "FN": 341, + "FP": 0, + "IoU": 0.274468085106383, + "TN": 1226154, + "TP": 129, + "n_pred": 129, + "n_ref": 470 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7048937221947602, + "FN": 544, + "FP": 53, + "IoU": 0.5442748091603054, + "TN": 1225314, + "TP": 713, + "n_pred": 766, + "n_ref": 1257 + }, + "13": { + "Dice": 0.7501124606387765, + "FN": 2108, + "FP": 114, + "IoU": 0.6001439625697319, + "TN": 1221067, + "TP": 3335, + "n_pred": 3449, + "n_ref": 5443 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 6318, + "IoU": 0.0, + "TN": 1220306, + "TP": 0, + "n_pred": 6318, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9566735489425476, + "FN": 1518, + "FP": 3917, + "IoU": 0.91694555234646, + "TN": 1161185, + "TP": 60004, + "n_pred": 63921, + "n_ref": 61522 + }, + "3": { + "Dice": 0.9297920820279123, + "FN": 2280, + "FP": 678, + "IoU": 0.868795741849634, + "TN": 1204079, + "TP": 19587, + "n_pred": 20265, + "n_ref": 21867 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8882701282403231, + "FN": 1739, + "FP": 1110, + "IoU": 0.7989981656554255, + "TN": 1212450, + "TP": 11325, + "n_pred": 12435, + "n_ref": 13064 + }, + "6": { + "Dice": 0.8531593529359192, + "FN": 1727, + "FP": 1559, + "IoU": 0.7439214463840399, + "TN": 1213792, + "TP": 9546, + "n_pred": 11105, + "n_ref": 11273 + }, + "7": { + "Dice": 0.7368032484311554, + "FN": 819, + "FP": 607, + "IoU": 0.5832846288720047, + "TN": 1223202, + "TP": 1996, + "n_pred": 2603, + "n_ref": 2815 + }, + "8": { + "Dice": 0.8961620637809606, + "FN": 6118, + "FP": 443, + "IoU": 0.811860178361483, + "TN": 1191751, + "TP": 28312, + "n_pred": 28755, + "n_ref": 34430 + }, + "9": { + "Dice": 0.8575989908745097, + "FN": 4817, + "FP": 2408, + "IoU": 0.750698733653083, + "TN": 1197643, + "TP": 21756, + "n_pred": 24164, + "n_ref": 26573 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0402.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0402.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": 0.5525172221405258, + "FN": 1730.4399999999998, + "FP": 1417.006666666667, + "IoU": 0.465973968565111, + "TN": 829320.8622222221, + "TP": 8645.29111111111, + "n_pred": 10062.297777777776, + "n_ref": 10375.73111111111 + }, + "mean": { + "1": { + "Dice": 0.6246698276271616, + "FN": 718.0, + "FP": 1118.7666666666667, + "IoU": 0.5729424121680972, + "TN": 830896.9666666667, + "TP": 8379.866666666667, + "n_pred": 9498.633333333333, + "n_ref": 9097.866666666667 + }, + "10": { + "Dice": 0.5544026652166248, + "FN": 2509.5333333333333, + "FP": 2542.8333333333335, + "IoU": 0.4530247719661092, + "TN": 827619.2666666667, + "TP": 8441.966666666667, + "n_pred": 10984.8, + "n_ref": 10951.5 + }, + "11": { + "Dice": 0.48588007074472117, + "FN": 228.73333333333332, + "FP": 164.83333333333334, + "IoU": 0.36338199982042896, + "TN": 840324.7333333333, + "TP": 395.3, + "n_pred": 560.1333333333333, + "n_ref": 624.0333333333333 + }, + "12": { + "Dice": 0.38956703879032684, + "FN": 292.73333333333335, + "FP": 220.16666666666666, + "IoU": 0.2947262239521782, + "TN": 840132.4333333333, + "TP": 468.26666666666665, + "n_pred": 688.4333333333333, + "n_ref": 761.0 + }, + "13": { + "Dice": 0.38353823933215425, + "FN": 3131.1, + "FP": 1900.3666666666666, + "IoU": 0.2860392770300581, + "TN": 833018.6, + "TP": 3063.5333333333333, + "n_pred": 4963.9, + "n_ref": 6194.633333333333 + }, + "14": { + "Dice": 0.6591158644874042, + "FN": 1362.9666666666667, + "FP": 933.1333333333333, + "IoU": 0.5905462226279864, + "TN": 829300.3333333334, + "TP": 9517.166666666666, + "n_pred": 10450.3, + "n_ref": 10880.133333333333 + }, + "15": { + "Dice": 0.44210775479181336, + "FN": 560.8666666666667, + "FP": 767.7333333333333, + "IoU": 0.34464833603829637, + "TN": 838385.7333333333, + "TP": 1399.2666666666667, + "n_pred": 2167.0, + "n_ref": 1960.1333333333334 + }, + "2": { + "Dice": 0.45930354028832504, + "FN": 2358.3, + "FP": 743.2666666666667, + "IoU": 0.3926131424006853, + "TN": 834471.5, + "TP": 3540.5333333333333, + "n_pred": 4283.8, + "n_ref": 5898.833333333333 + }, + "3": { + "Dice": 0.6378567235544294, + "FN": 4679.6, + "FP": 1059.4333333333334, + "IoU": 0.5589525046260407, + "TN": 827946.7666666667, + "TP": 7427.8, + "n_pred": 8487.233333333334, + "n_ref": 12107.4 + }, + "4": { + "Dice": 0.2320309105064575, + "FN": 381.6, + "FP": 342.43333333333334, + "IoU": 0.17824470173443993, + "TN": 839928.5, + "TP": 461.06666666666666, + "n_pred": 803.5, + "n_ref": 842.6666666666666 + }, + "5": { + "Dice": 0.5998874799908198, + "FN": 365.8, + "FP": 256.5, + "IoU": 0.4660304815987554, + "TN": 839756.6333333333, + "TP": 734.6666666666666, + "n_pred": 991.1666666666666, + "n_ref": 1100.4666666666667 + }, + "6": { + "Dice": 0.7906163169168043, + "FN": 2675.6666666666665, + "FP": 4842.466666666666, + "IoU": 0.7234920081117591, + "TN": 779128.6333333333, + "TP": 54466.833333333336, + "n_pred": 59309.3, + "n_ref": 57142.5 + }, + "7": { + "Dice": 0.5545923946004204, + "FN": 3325.4333333333334, + "FP": 4348.866666666667, + "IoU": 0.4787275985826485, + "TN": 816757.7, + "TP": 16681.6, + "n_pred": 21030.466666666667, + "n_ref": 20007.033333333333 + }, + "8": { + "Dice": 0.8193323884487436, + "FN": 1418.2, + "FP": 881.6, + "IoU": 0.7423357921405824, + "TN": 829780.1333333333, + "TP": 9033.666666666666, + "n_pred": 9915.266666666666, + "n_ref": 10451.866666666667 + }, + "9": { + "Dice": 0.6548571168116806, + "FN": 1948.0666666666666, + "FP": 1132.7, + "IoU": 0.5439040556785996, + "TN": 832365.0, + "TP": 5667.833333333333, + "n_pred": 6800.533333333334, + "n_ref": 7615.9 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0004.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0004.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 13, + "IoU": 0.0, + "TN": 876147, + "TP": 0, + "n_pred": 13, + "n_ref": 0 + }, + "10": { + "Dice": 0.8243230726481213, + "FN": 7929, + "FP": 14831, + "IoU": 0.7011476141705402, + "TN": 800002, + "TP": 53398, + "n_pred": 68229, + "n_ref": 61327 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6763682378993989, + "FN": 1699, + "FP": 347, + "IoU": 0.5109942638623327, + "TN": 871976, + "TP": 2138, + "n_pred": 2485, + "n_ref": 3837 + }, + "13": { + "Dice": 0.6471220641746609, + "FN": 8720, + "FP": 8348, + "IoU": 0.4783299712696375, + "TN": 843442, + "TP": 15650, + "n_pred": 23998, + "n_ref": 24370 + }, + "14": { + "Dice": 0.8081120365456936, + "FN": 5008, + "FP": 3309, + "IoU": 0.6780100658149438, + "TN": 850330, + "TP": 17513, + "n_pred": 20822, + "n_ref": 22521 + }, + "15": { + "Dice": 0.6662266641523665, + "FN": 1022, + "FP": 6058, + "IoU": 0.49950516046939064, + "TN": 862014, + "TP": 7066, + "n_pred": 13124, + "n_ref": 8088 + }, + "2": { + "Dice": 0.08695652173913043, + "FN": 37, + "FP": 5, + "IoU": 0.045454545454545456, + "TN": 876116, + "TP": 2, + "n_pred": 7, + "n_ref": 39 + }, + "3": { + "Dice": 0.87248322147651, + "FN": 144, + "FP": 8, + "IoU": 0.7738095238095238, + "TN": 875488, + "TP": 520, + "n_pred": 528, + "n_ref": 664 + }, + "4": { + "Dice": 0.0, + "FN": 24, + "FP": 159, + "IoU": 0.0, + "TN": 875977, + "TP": 0, + "n_pred": 159, + "n_ref": 24 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9605865498311593, + "FN": 3263, + "FP": 7370, + "IoU": 0.9241621317052644, + "TN": 735953, + "TP": 129574, + "n_pred": 136944, + "n_ref": 132837 + }, + "7": { + "Dice": 0.935833812941828, + "FN": 8620, + "FP": 3198, + "IoU": 0.8794057021571868, + "TN": 778162, + "TP": 86180, + "n_pred": 89378, + "n_ref": 94800 + }, + "8": { + "Dice": 0.8903681407733272, + "FN": 818, + "FP": 1076, + "IoU": 0.8023995826812729, + "TN": 866575, + "TP": 7691, + "n_pred": 8767, + "n_ref": 8509 + }, + "9": { + "Dice": 0.7092637381180044, + "FN": 1202, + "FP": 9136, + "IoU": 0.5495032246818895, + "TN": 853212, + "TP": 12610, + "n_pred": 21746, + "n_ref": 13812 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0043.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0043.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7248975143998755, + "FN": 11375, + "FP": 9831, + "IoU": 0.5685013734866212, + "TN": 476551, + "TP": 27939, + "n_pred": 37770, + "n_ref": 39314 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.10064711551700399, + "FN": 3546, + "FP": 22582, + "IoU": 0.05299021384559623, + "TN": 498106, + "TP": 1462, + "n_pred": 24044, + "n_ref": 5008 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8264462809917356, + "FN": 750, + "FP": 1602, + "IoU": 0.704225352112676, + "TN": 517744, + "TP": 5600, + "n_pred": 7202, + "n_ref": 6350 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0044.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0044.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7731989327008598, + "FN": 23, + "FP": 742, + "IoU": 0.6302561623972934, + "TN": 1224555, + "TP": 1304, + "n_pred": 2046, + "n_ref": 1327 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.12478031634446397, + "FN": 509, + "FP": 487, + "IoU": 0.06654170571696345, + "TN": 1225557, + "TP": 71, + "n_pred": 558, + "n_ref": 580 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8888706634954482, + "FN": 1031, + "FP": 3034, + "IoU": 0.7999704753469147, + "TN": 1206302, + "TP": 16257, + "n_pred": 19291, + "n_ref": 17288 + }, + "15": { + "Dice": 0.8210416394726537, + "FN": 796, + "FP": 575, + "IoU": 0.6964127546501329, + "TN": 1222108, + "TP": 3145, + "n_pred": 3720, + "n_ref": 3941 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8092909535452323, + "FN": 31, + "FP": 905, + "IoU": 0.6796714579055442, + "TN": 1223702, + "TP": 1986, + "n_pred": 2891, + "n_ref": 2017 + }, + "5": { + "Dice": 0.46225165562913906, + "FN": 638, + "FP": 174, + "IoU": 0.3006029285099053, + "TN": 1225463, + "TP": 349, + "n_pred": 523, + "n_ref": 987 + }, + "6": { + "Dice": 0.9450316611317868, + "FN": 8476, + "FP": 9632, + "IoU": 0.8957914909044871, + "TN": 1052857, + "TP": 155659, + "n_pred": 165291, + "n_ref": 164135 + }, + "7": { + "Dice": 0.9239174767942702, + "FN": 3474, + "FP": 13501, + "IoU": 0.858593515710906, + "TN": 1106580, + "TP": 103069, + "n_pred": 116570, + "n_ref": 106543 + }, + "8": { + "Dice": 0.8062015503875969, + "FN": 1008, + "FP": 17, + "IoU": 0.6753246753246753, + "TN": 1223467, + "TP": 2132, + "n_pred": 2149, + "n_ref": 3140 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0048.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0048.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9455145172455919, + "FN": 955, + "FP": 1721, + "IoU": 0.8966595867928171, + "TN": 850265, + "TP": 23219, + "n_pred": 24940, + "n_ref": 24174 + }, + "10": { + "Dice": 0.5072225269701957, + "FN": 1945, + "FP": 750, + "IoU": 0.3397844194022538, + "TN": 872078, + "TP": 1387, + "n_pred": 2137, + "n_ref": 3332 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 488, + "FP": 0, + "IoU": 0.0, + "TN": 875672, + "TP": 0, + "n_pred": 0, + "n_ref": 488 + }, + "13": { + "Dice": 0.16400062121447428, + "FN": 5350, + "FP": 33, + "IoU": 0.08932498731179157, + "TN": 870249, + "TP": 528, + "n_pred": 561, + "n_ref": 5878 + }, + "14": { + "Dice": 0.9359579249567601, + "FN": 5386, + "FP": 5500, + "IoU": 0.879624919831037, + "TN": 785726, + "TP": 79548, + "n_pred": 85048, + "n_ref": 84934 + }, + "15": { + "Dice": 0.3792237606714972, + "FN": 1156, + "FP": 7497, + "IoU": 0.23397662889518414, + "TN": 864864, + "TP": 2643, + "n_pred": 10140, + "n_ref": 3799 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9356207510151937, + "FN": 452, + "FP": 959, + "IoU": 0.8790294924554184, + "TN": 864496, + "TP": 10253, + "n_pred": 11212, + "n_ref": 10705 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 242, + "FP": 0, + "IoU": 0.0, + "TN": 875918, + "TP": 0, + "n_pred": 0, + "n_ref": 242 + }, + "8": { + "Dice": 0.7055227366396483, + "FN": 7977, + "FP": 597, + "IoU": 0.5450252056248341, + "TN": 857315, + "TP": 10271, + "n_pred": 10868, + "n_ref": 18248 + }, + "9": { + "Dice": 0.13964497041420118, + "FN": 2355, + "FP": 2007, + "IoU": 0.07506361323155217, + "TN": 871444, + "TP": 354, + "n_pred": 2361, + "n_ref": 2709 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0076.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0076.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.6641962237515441, + "FN": 106, + "FP": 1797, + "IoU": 0.49722589167767506, + "TN": 697143, + "TP": 1882, + "n_pred": 3679, + "n_ref": 1988 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8618955234605159, + "FN": 6752, + "FP": 936, + "IoU": 0.7573079108529579, + "TN": 669250, + "TP": 23990, + "n_pred": 24926, + "n_ref": 30742 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7230139692394525, + "FN": 388, + "FP": 5501, + "IoU": 0.5661878453038675, + "TN": 687353, + "TP": 7686, + "n_pred": 13187, + "n_ref": 8074 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0086.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0086.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.923225920056348, + "FN": 1258, + "FP": 486, + "IoU": 0.8573998364677023, + "TN": 1039162, + "TP": 10486, + "n_pred": 10972, + "n_ref": 11744 + }, + "10": { + "Dice": 0.8160269612432128, + "FN": 2298, + "FP": 2615, + "IoU": 0.689227655133152, + "TN": 1035583, + "TP": 10896, + "n_pred": 13511, + "n_ref": 13194 + }, + "11": { + "Dice": 0.5638733705772812, + "FN": 1930, + "FP": 412, + "IoU": 0.3926348547717842, + "TN": 1047536, + "TP": 1514, + "n_pred": 1926, + "n_ref": 3444 + }, + "12": { + "Dice": 0.8527295810410496, + "FN": 261, + "FP": 435, + "IoU": 0.7432681667281446, + "TN": 1048681, + "TP": 2015, + "n_pred": 2450, + "n_ref": 2276 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9565674071739929, + "FN": 945, + "FP": 709, + "IoU": 0.9167505536541172, + "TN": 1031524, + "TP": 18214, + "n_pred": 18923, + "n_ref": 19159 + }, + "3": { + "Dice": 0.9485204562998542, + "FN": 2562, + "FP": 439, + "IoU": 0.9020817019055077, + "TN": 1020744, + "TP": 27647, + "n_pred": 28086, + "n_ref": 30209 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 14, + "IoU": 0.0, + "TN": 1051378, + "TP": 0, + "n_pred": 14, + "n_ref": 0 + }, + "5": { + "Dice": 0.7518459069020866, + "FN": 202, + "FP": 571, + "IoU": 0.602366255144033, + "TN": 1049448, + "TP": 1171, + "n_pred": 1742, + "n_ref": 1373 + }, + "6": { + "Dice": 0.9794086340558209, + "FN": 3255, + "FP": 1117, + "IoU": 0.9596481674619509, + "TN": 943045, + "TP": 103975, + "n_pred": 105092, + "n_ref": 107230 + }, + "7": { + "Dice": 0.9057782528653721, + "FN": 1915, + "FP": 6018, + "IoU": 0.827783084404307, + "TN": 1005328, + "TP": 38131, + "n_pred": 44149, + "n_ref": 40046 + }, + "8": { + "Dice": 0.9174750946186975, + "FN": 668, + "FP": 1229, + "IoU": 0.8475325510368108, + "TN": 1038950, + "TP": 10545, + "n_pred": 11774, + "n_ref": 11213 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0098.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0098.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8692525604706908, + "FN": 970, + "FP": 230, + "IoU": 0.7687415687030257, + "TN": 695739, + "TP": 3989, + "n_pred": 4219, + "n_ref": 4959 + }, + "10": { + "Dice": 0.7216527866752082, + "FN": 11854, + "FP": 312, + "IoU": 0.5645201703833626, + "TN": 672991, + "TP": 15771, + "n_pred": 16083, + "n_ref": 27625 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.65274906986358, + "FN": 473, + "FP": 1207, + "IoU": 0.48450444921755137, + "TN": 697669, + "TP": 1579, + "n_pred": 2786, + "n_ref": 2052 + }, + "13": { + "Dice": 0.3947201956732594, + "FN": 9352, + "FP": 5001, + "IoU": 0.24588871959228709, + "TN": 681895, + "TP": 4680, + "n_pred": 9681, + "n_ref": 14032 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.6501730181725378, + "FN": 45547, + "FP": 1058, + "IoU": 0.48167137486931955, + "TN": 611014, + "TP": 43309, + "n_pred": 44367, + "n_ref": 88856 + }, + "3": { + "Dice": 0.8317746141962491, + "FN": 6731, + "FP": 3396, + "IoU": 0.711998407416887, + "TN": 665765, + "TP": 25036, + "n_pred": 28432, + "n_ref": 31767 + }, + "4": { + "Dice": 0.3993258967980098, + "FN": 2936, + "FP": 4549, + "IoU": 0.24947357866238845, + "TN": 690955, + "TP": 2488, + "n_pred": 7037, + "n_ref": 5424 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.3741460851287441, + "FN": 201, + "FP": 990, + "IoU": 0.23012281835811246, + "TN": 699381, + "TP": 356, + "n_pred": 1346, + "n_ref": 557 + }, + "7": { + "Dice": 0.4899863892669648, + "FN": 1685, + "FP": 3561, + "IoU": 0.3244913726500129, + "TN": 693162, + "TP": 2520, + "n_pred": 6081, + "n_ref": 4205 + }, + "8": { + "Dice": 0.9159477322032188, + "FN": 313, + "FP": 3019, + "IoU": 0.8449294922511286, + "TN": 679441, + "TP": 18155, + "n_pred": 21174, + "n_ref": 18468 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0127.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0127.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 861, + "FP": 0, + "IoU": 0.0, + "TN": 524835, + "TP": 0, + "n_pred": 0, + "n_ref": 861 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 3519, + "FP": 0, + "IoU": 0.0, + "TN": 522177, + "TP": 0, + "n_pred": 0, + "n_ref": 3519 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 189, + "IoU": 0.0, + "TN": 525507, + "TP": 0, + "n_pred": 189, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0133.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0133.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7632314810107276, + "FN": 646, + "FP": 8668, + "IoU": 0.6171174874619748, + "TN": 501370, + "TP": 15012, + "n_pred": 23680, + "n_ref": 15658 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6249810749432249, + "FN": 11067, + "FP": 1318, + "IoU": 0.4545254349262277, + "TN": 502991, + "TP": 10320, + "n_pred": 11638, + "n_ref": 21387 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7142857142857143, + "FN": 6, + "FP": 6, + "IoU": 0.5555555555555556, + "TN": 525669, + "TP": 15, + "n_pred": 21, + "n_ref": 21 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 31, + "IoU": 0.0, + "TN": 525665, + "TP": 0, + "n_pred": 31, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.8658362262609761, + "FN": 2323, + "FP": 2276, + "IoU": 0.7634137558516385, + "TN": 506257, + "TP": 14840, + "n_pred": 17116, + "n_ref": 17163 + }, + "9": { + "Dice": 0.8921926875613372, + "FN": 4717, + "FP": 446, + "IoU": 0.8053681155049572, + "TN": 499169, + "TP": 21364, + "n_pred": 21810, + "n_ref": 26081 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0159.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0159.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 525695, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.787747188832881, + "FN": 1931, + "FP": 806, + "IoU": 0.64982088024565, + "TN": 517880, + "TP": 5079, + "n_pred": 5885, + "n_ref": 7010 + }, + "6": { + "Dice": 0.8417605503264474, + "FN": 743, + "FP": 6940, + "IoU": 0.7267586599331389, + "TN": 497578, + "TP": 20435, + "n_pred": 27375, + "n_ref": 21178 + }, + "7": { + "Dice": 0.8409428359317, + "FN": 1564, + "FP": 150, + "IoU": 0.7255404323458767, + "TN": 519451, + "TP": 4531, + "n_pred": 4681, + "n_ref": 6095 + }, + "8": { + "Dice": 0.9558714645342811, + "FN": 479, + "FP": 1309, + "IoU": 0.9154729825556659, + "TN": 504543, + "TP": 19365, + "n_pred": 20674, + "n_ref": 19844 + }, + "9": { + "Dice": 0.7391414598804564, + "FN": 6980, + "FP": 221, + "IoU": 0.5862207665345055, + "TN": 508293, + "TP": 10202, + "n_pred": 10423, + "n_ref": 17182 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0166.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0166.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 5766, + "FP": 0, + "IoU": 0.0, + "TN": 695162, + "TP": 0, + "n_pred": 0, + "n_ref": 5766 + }, + "10": { + "Dice": 0.0, + "FN": 100, + "FP": 0, + "IoU": 0.0, + "TN": 700828, + "TP": 0, + "n_pred": 0, + "n_ref": 100 + }, + "11": { + "Dice": 0.61875, + "FN": 2668, + "FP": 626, + "IoU": 0.4479638009049774, + "TN": 694961, + "TP": 2673, + "n_pred": 3299, + "n_ref": 5341 + }, + "12": { + "Dice": 0.0, + "FN": 40, + "FP": 0, + "IoU": 0.0, + "TN": 700888, + "TP": 0, + "n_pred": 0, + "n_ref": 40 + }, + "13": { + "Dice": 0.3225806451612903, + "FN": 62, + "FP": 610, + "IoU": 0.19230769230769232, + "TN": 700096, + "TP": 160, + "n_pred": 770, + "n_ref": 222 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9122850426821725, + "FN": 614, + "FP": 95, + "IoU": 0.8387170154686078, + "TN": 696532, + "TP": 3687, + "n_pred": 3782, + "n_ref": 4301 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 32, + "IoU": 0.0, + "TN": 700896, + "TP": 0, + "n_pred": 32, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9436275496414545, + "FN": 5080, + "FP": 4723, + "IoU": 0.8932716385410996, + "TN": 609078, + "TP": 82047, + "n_pred": 86770, + "n_ref": 87127 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.8689414501744862, + "FN": 212, + "FP": 464, + "IoU": 0.768255056564964, + "TN": 698011, + "TP": 2241, + "n_pred": 2705, + "n_ref": 2453 + }, + "9": { + "Dice": 0.7811136505298151, + "FN": 5302, + "FP": 3126, + "IoU": 0.640842069376971, + "TN": 677462, + "TP": 15038, + "n_pred": 18164, + "n_ref": 20340 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0172.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0172.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9704651941097724, + "FN": 153, + "FP": 553, + "IoU": 0.9426249492076392, + "TN": 863855, + "TP": 11599, + "n_pred": 12152, + "n_ref": 11752 + }, + "10": { + "Dice": 0.07184241019698726, + "FN": 762, + "FP": 39, + "IoU": 0.037259615384615384, + "TN": 875328, + "TP": 31, + "n_pred": 70, + "n_ref": 793 + }, + "11": { + "Dice": 0.7207535703433606, + "FN": 199, + "FP": 720, + "IoU": 0.5634204275534441, + "TN": 874055, + "TP": 1186, + "n_pred": 1906, + "n_ref": 1385 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 76, + "IoU": 0.0, + "TN": 876084, + "TP": 0, + "n_pred": 76, + "n_ref": 0 + }, + "13": { + "Dice": 0.7471665747717944, + "FN": 1459, + "FP": 2668, + "IoU": 0.5963814180929096, + "TN": 865935, + "TP": 6098, + "n_pred": 8766, + "n_ref": 7557 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.45166051660516604, + "FN": 86, + "FP": 657, + "IoU": 0.2917063870352717, + "TN": 875111, + "TP": 306, + "n_pred": 963, + "n_ref": 392 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.5073479538774588, + "FN": 1401, + "FP": 2957, + "IoU": 0.3398970009088155, + "TN": 869558, + "TP": 2244, + "n_pred": 5201, + "n_ref": 3645 + }, + "6": { + "Dice": 0.9646929824561403, + "FN": 3530, + "FP": 6130, + "IoU": 0.9317941114170727, + "TN": 734530, + "TP": 131970, + "n_pred": 138100, + "n_ref": 135500 + }, + "7": { + "Dice": 0.9504681429269017, + "FN": 666, + "FP": 1667, + "IoU": 0.9056115224339524, + "TN": 851443, + "TP": 22384, + "n_pred": 24051, + "n_ref": 23050 + }, + "8": { + "Dice": 0.8349839976723887, + "FN": 12741, + "FP": 1438, + "IoU": 0.7167146167985295, + "TN": 826108, + "TP": 35873, + "n_pred": 37311, + "n_ref": 48614 + }, + "9": { + "Dice": 0.7857806189663736, + "FN": 7641, + "FP": 2278, + "IoU": 0.6471488029596955, + "TN": 848049, + "TP": 18192, + "n_pred": 20470, + "n_ref": 25833 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0180.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0180.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5570882171499074, + "FN": 2173, + "FP": 15776, + "IoU": 0.3860861237473065, + "TN": 846923, + "TP": 11288, + "n_pred": 27064, + "n_ref": 13461 + }, + "10": { + "Dice": 0.7308868501529052, + "FN": 445, + "FP": 83, + "IoU": 0.5759036144578313, + "TN": 874915, + "TP": 717, + "n_pred": 800, + "n_ref": 1162 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5792959219240154, + "FN": 3368, + "FP": 253, + "IoU": 0.40775269872423947, + "TN": 870046, + "TP": 2493, + "n_pred": 2746, + "n_ref": 5861 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9595381913207386, + "FN": 2583, + "FP": 1195, + "IoU": 0.9222233659289758, + "TN": 827585, + "TP": 44797, + "n_pred": 45992, + "n_ref": 47380 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.4517145545659452, + "FN": 1241, + "FP": 23814, + "IoU": 0.29175146992311174, + "TN": 840784, + "TP": 10321, + "n_pred": 34135, + "n_ref": 11562 + }, + "7": { + "Dice": 0.8522554485554993, + "FN": 610, + "FP": 2888, + "IoU": 0.7425480238463237, + "TN": 862573, + "TP": 10089, + "n_pred": 12977, + "n_ref": 10699 + }, + "8": { + "Dice": 0.937211487397361, + "FN": 142, + "FP": 1395, + "IoU": 0.8818419434194342, + "TN": 863152, + "TP": 11471, + "n_pred": 12866, + "n_ref": 11613 + }, + "9": { + "Dice": 0.6197110864176425, + "FN": 979, + "FP": 3470, + "IoU": 0.448972008917513, + "TN": 868086, + "TP": 3625, + "n_pred": 7095, + "n_ref": 4604 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0186.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0186.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 40, + "IoU": 0.0, + "TN": 700888, + "TP": 0, + "n_pred": 40, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 722, + "IoU": 0.0, + "TN": 700206, + "TP": 0, + "n_pred": 722, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 436, + "IoU": 0.0, + "TN": 700492, + "TP": 0, + "n_pred": 436, + "n_ref": 0 + }, + "8": { + "Dice": 0.9416213225122199, + "FN": 524, + "FP": 109, + "IoU": 0.889682816312304, + "TN": 695190, + "TP": 5105, + "n_pred": 5214, + "n_ref": 5629 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0199.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0199.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9727860002262895, + "FN": 3587, + "FP": 1464, + "IoU": 0.947013962466038, + "TN": 605601, + "TP": 90276, + "n_pred": 91740, + "n_ref": 93863 + }, + "10": { + "Dice": 0.3011482254697286, + "FN": 7963, + "FP": 71, + "IoU": 0.1772657450076805, + "TN": 691163, + "TP": 1731, + "n_pred": 1802, + "n_ref": 9694 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 214, + "IoU": 0.0, + "TN": 700714, + "TP": 0, + "n_pred": 214, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.22349594002450524, + "FN": 30995, + "FP": 6396, + "IoU": 0.12580660245020106, + "TN": 658156, + "TP": 5381, + "n_pred": 11777, + "n_ref": 36376 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.08659957627118645, + "FN": 7, + "FP": 6891, + "IoU": 0.04525951557093426, + "TN": 693703, + "TP": 327, + "n_pred": 7218, + "n_ref": 334 + }, + "3": { + "Dice": 0.5686274509803921, + "FN": 31, + "FP": 13, + "IoU": 0.3972602739726027, + "TN": 700855, + "TP": 29, + "n_pred": 42, + "n_ref": 60 + }, + "4": { + "Dice": 0.12168792934249265, + "FN": 2169, + "FP": 4096, + "IoU": 0.06478578892371996, + "TN": 694229, + "TP": 434, + "n_pred": 4530, + "n_ref": 2603 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8758343701362903, + "FN": 2476, + "FP": 23771, + "IoU": 0.7790972672260703, + "TN": 582111, + "TP": 92570, + "n_pred": 116341, + "n_ref": 95046 + }, + "7": { + "Dice": 0.29024242089568725, + "FN": 37962, + "FP": 597, + "IoU": 0.16975647567986565, + "TN": 654485, + "TP": 7884, + "n_pred": 8481, + "n_ref": 45846 + }, + "8": { + "Dice": 0.9132531130770198, + "FN": 34, + "FP": 2035, + "IoU": 0.8403549382716049, + "TN": 687968, + "TP": 10891, + "n_pred": 12926, + "n_ref": 10925 + }, + "9": { + "Dice": 0.8137678749584303, + "FN": 438, + "FP": 1802, + "IoU": 0.6860106532099803, + "TN": 693794, + "TP": 4894, + "n_pred": 6696, + "n_ref": 5332 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0212.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0212.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 38, + "IoU": 0.0, + "TN": 1226586, + "TP": 0, + "n_pred": 38, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1494, + "IoU": 0.0, + "TN": 1225130, + "TP": 0, + "n_pred": 1494, + "n_ref": 0 + }, + "11": { + "Dice": 0.7726354453627181, + "FN": 1838, + "FP": 638, + "IoU": 0.629507706120006, + "TN": 1219941, + "TP": 4207, + "n_pred": 4845, + "n_ref": 6045 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9652470295925843, + "FN": 112, + "FP": 979, + "IoU": 0.9328284694003202, + "TN": 1210382, + "TP": 15151, + "n_pred": 16130, + "n_ref": 15263 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8870536798639787, + "FN": 799, + "FP": 131, + "IoU": 0.797031863814928, + "TN": 1222042, + "TP": 3652, + "n_pred": 3783, + "n_ref": 4451 + }, + "6": { + "Dice": 0.9659482958676919, + "FN": 2904, + "FP": 10302, + "IoU": 0.9341392620964122, + "TN": 1026110, + "TP": 187308, + "n_pred": 197610, + "n_ref": 190212 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 169, + "IoU": 0.0, + "TN": 1226455, + "TP": 0, + "n_pred": 169, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8806015037593985, + "FN": 786, + "FP": 802, + "IoU": 0.7866738312735089, + "TN": 1219180, + "TP": 5856, + "n_pred": 6658, + "n_ref": 6642 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0214.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0214.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 10958, + "IoU": 0.0, + "TN": 1040434, + "TP": 0, + "n_pred": 10958, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1226, + "IoU": 0.0, + "TN": 1050166, + "TP": 0, + "n_pred": 1226, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.37841358921681617, + "FN": 20949, + "FP": 3861, + "IoU": 0.23336011371361473, + "TN": 1019030, + "TP": 7552, + "n_pred": 11413, + "n_ref": 28501 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 19057, + "IoU": 0.0, + "TN": 1032335, + "TP": 0, + "n_pred": 19057, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0245.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0245.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9665347247211227, + "FN": 118, + "FP": 161, + "IoU": 0.9352367688022284, + "TN": 696620, + "TP": 4029, + "n_pred": 4190, + "n_ref": 4147 + }, + "10": { + "Dice": 0.6770825246487074, + "FN": 9821, + "FP": 6817, + "IoU": 0.5118100994689123, + "TN": 666847, + "TP": 17443, + "n_pred": 24260, + "n_ref": 27264 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5596604307498821, + "FN": 1903, + "FP": 898, + "IoU": 0.3885614494651823, + "TN": 696347, + "TP": 1780, + "n_pred": 2678, + "n_ref": 3683 + }, + "13": { + "Dice": 0.8038666546210136, + "FN": 540, + "FP": 1631, + "IoU": 0.6720543806646526, + "TN": 694308, + "TP": 4449, + "n_pred": 6080, + "n_ref": 4989 + }, + "14": { + "Dice": 0.9482870633937243, + "FN": 7416, + "FP": 305, + "IoU": 0.9016595977736171, + "TN": 622415, + "TP": 70792, + "n_pred": 71097, + "n_ref": 78208 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 254, + "IoU": 0.0, + "TN": 700674, + "TP": 0, + "n_pred": 254, + "n_ref": 0 + }, + "3": { + "Dice": 0.9396994762860359, + "FN": 1400, + "FP": 1064, + "IoU": 0.8862576743756636, + "TN": 679265, + "TP": 19199, + "n_pred": 20263, + "n_ref": 20599 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6944968283901938, + "FN": 911, + "FP": 2653, + "IoU": 0.5319763624425476, + "TN": 693313, + "TP": 4051, + "n_pred": 6704, + "n_ref": 4962 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 994, + "IoU": 0.0, + "TN": 699934, + "TP": 0, + "n_pred": 994, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 5594, + "IoU": 0.0, + "TN": 695334, + "TP": 0, + "n_pred": 5594, + "n_ref": 0 + }, + "8": { + "Dice": 0.9542577013859469, + "FN": 2406, + "FP": 1373, + "IoU": 0.9125170729448804, + "TN": 657731, + "TP": 39418, + "n_pred": 40791, + "n_ref": 41824 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0274.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0274.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9178791837470156, + "FN": 1380, + "FP": 443, + "IoU": 0.848222462742486, + "TN": 864149, + "TP": 10188, + "n_pred": 10631, + "n_ref": 11568 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.7878172588832487, + "FN": 348, + "FP": 70, + "IoU": 0.6499162479061976, + "TN": 874966, + "TP": 776, + "n_pred": 846, + "n_ref": 1124 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1322, + "IoU": 0.0, + "TN": 874838, + "TP": 0, + "n_pred": 1322, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9354853620955316, + "FN": 167, + "FP": 8207, + "IoU": 0.8787905105157265, + "TN": 807073, + "TP": 60713, + "n_pred": 68920, + "n_ref": 60880 + }, + "7": { + "Dice": 0.7488107307182407, + "FN": 6385, + "FP": 57, + "IoU": 0.5984791822488158, + "TN": 860116, + "TP": 9602, + "n_pred": 9659, + "n_ref": 15987 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0281.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0281.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8275753051725652, + "FN": 4065, + "FP": 5752, + "IoU": 0.7058664908916586, + "TN": 1018016, + "TP": 23559, + "n_pred": 29311, + "n_ref": 27624 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5929109625384698, + "FN": 7388, + "FP": 284, + "IoU": 0.4213741609472811, + "TN": 1038133, + "TP": 5587, + "n_pred": 5871, + "n_ref": 12975 + }, + "14": { + "Dice": 0.817981072555205, + "FN": 17896, + "FP": 568, + "IoU": 0.692020282892981, + "TN": 991440, + "TP": 41488, + "n_pred": 42056, + "n_ref": 59384 + }, + "15": { + "Dice": 0.20466883821932683, + "FN": 729, + "FP": 5131, + "IoU": 0.11400060477774418, + "TN": 1044778, + "TP": 754, + "n_pred": 5885, + "n_ref": 1483 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9573457161590486, + "FN": 2745, + "FP": 2004, + "IoU": 0.9181813483107352, + "TN": 993349, + "TP": 53294, + "n_pred": 55298, + "n_ref": 56039 + }, + "7": { + "Dice": 0.46553780109706655, + "FN": 530, + "FP": 3952, + "IoU": 0.30338824992228786, + "TN": 1044958, + "TP": 1952, + "n_pred": 5904, + "n_ref": 2482 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 4659, + "IoU": 0.0, + "TN": 1046733, + "TP": 0, + "n_pred": 4659, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0296.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0296.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9637812893301636, + "FN": 301, + "FP": 217, + "IoU": 0.9300944669365722, + "TN": 1394446, + "TP": 6892, + "n_pred": 7109, + "n_ref": 7193 + }, + "10": { + "Dice": 0.9100037550588987, + "FN": 3134, + "FP": 3337, + "IoU": 0.8348687064587746, + "TN": 1362669, + "TP": 32716, + "n_pred": 36053, + "n_ref": 35850 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5727113993514592, + "FN": 878, + "FP": 835, + "IoU": 0.4012583012932541, + "TN": 1398995, + "TP": 1148, + "n_pred": 1983, + "n_ref": 2026 + }, + "13": { + "Dice": 0.0, + "FN": 151, + "FP": 6, + "IoU": 0.0, + "TN": 1401699, + "TP": 0, + "n_pred": 6, + "n_ref": 151 + }, + "14": { + "Dice": 0.9635090393730796, + "FN": 1042, + "FP": 2022, + "IoU": 0.9295874985637137, + "TN": 1358341, + "TP": 40451, + "n_pred": 42473, + "n_ref": 41493 + }, + "15": { + "Dice": 0.9010252654705236, + "FN": 3889, + "FP": 1517, + "IoU": 0.8198780528437677, + "TN": 1371843, + "TP": 24607, + "n_pred": 26124, + "n_ref": 28496 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.6661057827135566, + "FN": 4807, + "FP": 1146, + "IoU": 0.49936927087713395, + "TN": 1389965, + "TP": 5938, + "n_pred": 7084, + "n_ref": 10745 + }, + "4": { + "Dice": 0.0, + "FN": 1060, + "FP": 0, + "IoU": 0.0, + "TN": 1400796, + "TP": 0, + "n_pred": 0, + "n_ref": 1060 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 1401851, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "6": { + "Dice": 0.9777151751908724, + "FN": 2066, + "FP": 7569, + "IoU": 0.9564019258267118, + "TN": 1180860, + "TP": 211361, + "n_pred": 218930, + "n_ref": 213427 + }, + "7": { + "Dice": 0.9409025212783042, + "FN": 6397, + "FP": 3171, + "IoU": 0.8884003032600455, + "TN": 1316121, + "TP": 76167, + "n_pred": 79338, + "n_ref": 82564 + }, + "8": { + "Dice": 0.32260268123985997, + "FN": 7098, + "FP": 835, + "IoU": 0.19232335573203013, + "TN": 1392034, + "TP": 1889, + "n_pred": 2724, + "n_ref": 8987 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 364, + "IoU": 0.0, + "TN": 1401492, + "TP": 0, + "n_pred": 364, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0320.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0320.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7966259711431742, + "FN": 4476, + "FP": 105, + "IoU": 0.6619936545414299, + "TN": 1388303, + "TP": 8972, + "n_pred": 9077, + "n_ref": 13448 + }, + "10": { + "Dice": 0.8597872156387856, + "FN": 1920, + "FP": 2943, + "IoU": 0.7540585647094523, + "TN": 1382083, + "TP": 14910, + "n_pred": 17853, + "n_ref": 16830 + }, + "11": { + "Dice": 0.546831955922865, + "FN": 121, + "FP": 537, + "IoU": 0.376303317535545, + "TN": 1400801, + "TP": 397, + "n_pred": 934, + "n_ref": 518 + }, + "12": { + "Dice": 0.6401164329187615, + "FN": 1823, + "FP": 897, + "IoU": 0.47071414672115197, + "TN": 1396717, + "TP": 2419, + "n_pred": 3316, + "n_ref": 4242 + }, + "13": { + "Dice": 0.8143010930771779, + "FN": 5531, + "FP": 3439, + "IoU": 0.6867688654537836, + "TN": 1373219, + "TP": 19667, + "n_pred": 23106, + "n_ref": 25198 + }, + "14": { + "Dice": 0.8984520123839009, + "FN": 280, + "FP": 48, + "IoU": 0.8156267566048342, + "TN": 1400077, + "TP": 1451, + "n_pred": 1499, + "n_ref": 1731 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7466666666666667, + "FN": 38, + "FP": 0, + "IoU": 0.5957446808510638, + "TN": 1401762, + "TP": 56, + "n_pred": 56, + "n_ref": 94 + }, + "3": { + "Dice": 0.9531608755548753, + "FN": 1009, + "FP": 215, + "IoU": 0.9105132329287907, + "TN": 1388178, + "TP": 12454, + "n_pred": 12669, + "n_ref": 13463 + }, + "4": { + "Dice": 0.7579734148723829, + "FN": 5228, + "FP": 471, + "IoU": 0.6102714901183067, + "TN": 1387233, + "TP": 8924, + "n_pred": 9395, + "n_ref": 14152 + }, + "5": { + "Dice": 0.635959595959596, + "FN": 881, + "FP": 20, + "IoU": 0.4662322274881517, + "TN": 1400168, + "TP": 787, + "n_pred": 807, + "n_ref": 1668 + }, + "6": { + "Dice": 0.9160340759108907, + "FN": 2839, + "FP": 7658, + "IoU": 0.8450764507940256, + "TN": 1334100, + "TP": 57259, + "n_pred": 64917, + "n_ref": 60098 + }, + "7": { + "Dice": 0.9513966573723139, + "FN": 299, + "FP": 2612, + "IoU": 0.9072988981593529, + "TN": 1370454, + "TP": 28491, + "n_pred": 31103, + "n_ref": 28790 + }, + "8": { + "Dice": 0.9425272230812252, + "FN": 529, + "FP": 1218, + "IoU": 0.8913016426082628, + "TN": 1385784, + "TP": 14325, + "n_pred": 15543, + "n_ref": 14854 + }, + "9": { + "Dice": 0.855530876607059, + "FN": 7240, + "FP": 1671, + "IoU": 0.7475351314596554, + "TN": 1366560, + "TP": 26385, + "n_pred": 28056, + "n_ref": 33625 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0332.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0332.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9753639262442811, + "FN": 393, + "FP": 3161, + "IoU": 0.951912538731108, + "TN": 802253, + "TP": 70353, + "n_pred": 73514, + "n_ref": 70746 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.01462188713730866, + "FN": 1138, + "FP": 3175, + "IoU": 0.007364787111622554, + "TN": 871815, + "TP": 32, + "n_pred": 3207, + "n_ref": 1170 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9387662189847484, + "FN": 590, + "FP": 217, + "IoU": 0.8845988845988846, + "TN": 869167, + "TP": 6186, + "n_pred": 6403, + "n_ref": 6776 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 293, + "IoU": 0.0, + "TN": 875867, + "TP": 0, + "n_pred": 293, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.966557796080659, + "FN": 488, + "FP": 454, + "IoU": 0.9352799725180351, + "TN": 861605, + "TP": 13613, + "n_pred": 14067, + "n_ref": 14101 + }, + "7": { + "Dice": 0.001739410533097117, + "FN": 134, + "FP": 30857, + "IoU": 0.000870462312205816, + "TN": 845142, + "TP": 27, + "n_pred": 30884, + "n_ref": 161 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0348.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0348.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7608695652173914, + "FN": 10, + "FP": 56, + "IoU": 0.6140350877192983, + "TN": 525525, + "TP": 105, + "n_pred": 161, + "n_ref": 115 + }, + "10": { + "Dice": 0.9118932038834952, + "FN": 414, + "FP": 312, + "IoU": 0.8380548739683248, + "TN": 521213, + "TP": 3757, + "n_pred": 4069, + "n_ref": 4171 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7959356477561389, + "FN": 231, + "FP": 1215, + "IoU": 0.6610407876230661, + "TN": 521430, + "TP": 2820, + "n_pred": 4035, + "n_ref": 3051 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 429, + "IoU": 0.0, + "TN": 525267, + "TP": 0, + "n_pred": 429, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 2167, + "IoU": 0.0, + "TN": 523529, + "TP": 0, + "n_pred": 2167, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 125, + "IoU": 0.0, + "TN": 525571, + "TP": 0, + "n_pred": 125, + "n_ref": 0 + }, + "3": { + "Dice": 0.9096974029068382, + "FN": 245, + "FP": 134, + "IoU": 0.8343531468531469, + "TN": 523408, + "TP": 1909, + "n_pred": 2043, + "n_ref": 2154 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 47, + "IoU": 0.0, + "TN": 525649, + "TP": 0, + "n_pred": 47, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7170636009717521, + "FN": 24975, + "FP": 2860, + "IoU": 0.5589237327079405, + "TN": 462589, + "TP": 35272, + "n_pred": 38132, + "n_ref": 60247 + }, + "7": { + "Dice": 0.864813199458065, + "FN": 12529, + "FP": 2039, + "IoU": 0.7618245728766452, + "TN": 464531, + "TP": 46597, + "n_pred": 48636, + "n_ref": 59126 + }, + "8": { + "Dice": 0.9562308492395918, + "FN": 1747, + "FP": 1367, + "IoU": 0.91613250740641, + "TN": 488566, + "TP": 34016, + "n_pred": 35383, + "n_ref": 35763 + }, + "9": { + "Dice": 0.0, + "FN": 31, + "FP": 0, + "IoU": 0.0, + "TN": 525665, + "TP": 0, + "n_pred": 0, + "n_ref": 31 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0351.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0351.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.5142857142857142, + "FN": 12, + "FP": 22, + "IoU": 0.34615384615384615, + "TN": 525644, + "TP": 18, + "n_pred": 40, + "n_ref": 30 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 19, + "IoU": 0.0, + "TN": 525677, + "TP": 0, + "n_pred": 19, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6, + "FN": 0, + "FP": 24, + "IoU": 0.42857142857142855, + "TN": 525654, + "TP": 18, + "n_pred": 42, + "n_ref": 18 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 18520, + "IoU": 0.0, + "TN": 507176, + "TP": 0, + "n_pred": 18520, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0358.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0358.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 652, + "IoU": 0.0, + "TN": 1050740, + "TP": 0, + "n_pred": 652, + "n_ref": 0 + }, + "10": { + "Dice": 0.7864257414744326, + "FN": 6547, + "FP": 4989, + "IoU": 0.6480244088482074, + "TN": 1018617, + "TP": 21239, + "n_pred": 26228, + "n_ref": 27786 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.18932038834951456, + "FN": 477, + "FP": 191, + "IoU": 0.10455764075067024, + "TN": 1050646, + "TP": 78, + "n_pred": 269, + "n_ref": 555 + }, + "13": { + "Dice": 0.41579137993480625, + "FN": 1715, + "FP": 1511, + "IoU": 0.26245999085505256, + "TN": 1047018, + "TP": 1148, + "n_pred": 2659, + "n_ref": 2863 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 4603, + "IoU": 0.0, + "TN": 1046789, + "TP": 0, + "n_pred": 4603, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 10, + "IoU": 0.0, + "TN": 1051382, + "TP": 0, + "n_pred": 10, + "n_ref": 0 + }, + "3": { + "Dice": 0.37416416036441147, + "FN": 42833, + "FP": 33, + "IoU": 0.23013649425287355, + "TN": 995712, + "TP": 12814, + "n_pred": 12847, + "n_ref": 55647 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9321163719338277, + "FN": 367, + "FP": 585, + "IoU": 0.8728632478632479, + "TN": 1043904, + "TP": 6536, + "n_pred": 7121, + "n_ref": 6903 + }, + "7": { + "Dice": 0.4667621007425964, + "FN": 139, + "FP": 23701, + "IoU": 0.3044290132461924, + "TN": 1017118, + "TP": 10434, + "n_pred": 34135, + "n_ref": 10573 + }, + "8": { + "Dice": 0.9139492250430532, + "FN": 217, + "FP": 1332, + "IoU": 0.8415345268542199, + "TN": 1041617, + "TP": 8226, + "n_pred": 9558, + "n_ref": 8443 + }, + "9": { + "Dice": 0.8745762711864407, + "FN": 25, + "FP": 49, + "IoU": 0.7771084337349398, + "TN": 1051060, + "TP": 258, + "n_pred": 307, + "n_ref": 283 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0383.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0383.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.892673393690424, + "FN": 1097, + "FP": 1594, + "IoU": 0.8061518513182538, + "TN": 687046, + "TP": 11191, + "n_pred": 12785, + "n_ref": 12288 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 17, + "IoU": 0.0, + "TN": 700911, + "TP": 0, + "n_pred": 17, + "n_ref": 0 + }, + "13": { + "Dice": 0.8563463037352359, + "FN": 3828, + "FP": 964, + "IoU": 0.748781127129751, + "TN": 681853, + "TP": 14283, + "n_pred": 15247, + "n_ref": 18111 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9205388835108099, + "FN": 1818, + "FP": 152, + "IoU": 0.8527763246394141, + "TN": 687547, + "TP": 11411, + "n_pred": 11563, + "n_ref": 13229 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6722845104620438, + "FN": 4211, + "FP": 378, + "IoU": 0.5063468158347676, + "TN": 691632, + "TP": 4707, + "n_pred": 5085, + "n_ref": 8918 + }, + "6": { + "Dice": 0.8834380024877886, + "FN": 2912, + "FP": 4772, + "IoU": 0.7912126728799282, + "TN": 664125, + "TP": 29119, + "n_pred": 33891, + "n_ref": 32031 + }, + "7": { + "Dice": 0.917444532436678, + "FN": 2807, + "FP": 3552, + "IoU": 0.8474803923920082, + "TN": 659235, + "TP": 35334, + "n_pred": 38886, + "n_ref": 38141 + }, + "8": { + "Dice": 0.9245133842852302, + "FN": 3310, + "FP": 700, + "IoU": 0.8596233284324022, + "TN": 672362, + "TP": 24556, + "n_pred": 25256, + "n_ref": 27866 + }, + "9": { + "Dice": 0.8783631019669907, + "FN": 7097, + "FP": 435, + "IoU": 0.7831082443055836, + "TN": 666201, + "TP": 27195, + "n_pred": 27630, + "n_ref": 34292 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0398.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0398.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8457814151244808, + "FN": 1344, + "FP": 4931, + "IoU": 0.7327740396899753, + "TN": 502214, + "TP": 17207, + "n_pred": 22138, + "n_ref": 18551 + }, + "15": { + "Dice": 0.5646758703481393, + "FN": 5715, + "FP": 87, + "IoU": 0.3934134866701516, + "TN": 516131, + "TP": 3763, + "n_pred": 3850, + "n_ref": 9478 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.972439863053375, + "FN": 2872, + "FP": 839, + "IoU": 0.9463581041037279, + "TN": 456515, + "TP": 65470, + "n_pred": 66309, + "n_ref": 68342 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0400.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0400.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 8487, + "IoU": 0.0, + "TN": 1393369, + "TP": 0, + "n_pred": 8487, + "n_ref": 0 + }, + "10": { + "Dice": 0.13710368466152528, + "FN": 2936, + "FP": 85, + "IoU": 0.07359705611775529, + "TN": 1398595, + "TP": 240, + "n_pred": 325, + "n_ref": 3176 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 7090, + "IoU": 0.0, + "TN": 1394766, + "TP": 0, + "n_pred": 7090, + "n_ref": 0 + }, + "3": { + "Dice": 0.6084584702017832, + "FN": 77591, + "FP": 2509, + "IoU": 0.43725498461408757, + "TN": 1259518, + "TP": 62238, + "n_pred": 64747, + "n_ref": 139829 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9519488855175633, + "FN": 2918, + "FP": 13552, + "IoU": 0.9083038721710325, + "TN": 1222241, + "TP": 163145, + "n_pred": 176697, + "n_ref": 166063 + }, + "7": { + "Dice": 0.6542009473946647, + "FN": 13805, + "FP": 4226, + "IoU": 0.48610596517228605, + "TN": 1366769, + "TP": 17056, + "n_pred": 21282, + "n_ref": 30861 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.6134228952012296, + "FN": 12511, + "FP": 1071, + "IoU": 0.442400853928894, + "TN": 1377498, + "TP": 10776, + "n_pred": 11847, + "n_ref": 23287 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0410.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0410.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": 0.4856849440704723, + "FN": 3059.3311111111107, + "FP": 2203.68, + "IoU": 0.41167561020052756, + "TN": 852271.657777778, + "TP": 6943.1977777777765, + "n_pred": 9146.87777777778, + "n_ref": 10002.528888888888 + }, + "mean": { + "1": { + "Dice": 0.6182029242561148, + "FN": 4992.7, + "FP": 1204.1333333333334, + "IoU": 0.5724506021318584, + "TN": 843029.7, + "TP": 15251.333333333334, + "n_pred": 16455.466666666667, + "n_ref": 20244.033333333333 + }, + "10": { + "Dice": 0.578325134443343, + "FN": 3237.866666666667, + "FP": 1593.3666666666666, + "IoU": 0.45306390432790483, + "TN": 855132.3333333334, + "TP": 4514.3, + "n_pred": 6107.666666666667, + "n_ref": 7752.166666666667 + }, + "11": { + "Dice": 0.26215758804940203, + "FN": 145.66666666666666, + "FP": 171.23333333333332, + "IoU": 0.19705418637199085, + "TN": 864011.3333333334, + "TP": 149.63333333333333, + "n_pred": 320.8666666666667, + "n_ref": 295.3 + }, + "12": { + "Dice": 0.2534597971849711, + "FN": 167.36666666666667, + "FP": 82.4, + "IoU": 0.178780167420814, + "TN": 864110.8333333334, + "TP": 117.26666666666667, + "n_pred": 199.66666666666666, + "n_ref": 284.6333333333333 + }, + "13": { + "Dice": 0.34409721128108367, + "FN": 2764.366666666667, + "FP": 810.6, + "IoU": 0.25604520035544326, + "TN": 858117.7, + "TP": 2785.2, + "n_pred": 3595.8, + "n_ref": 5549.566666666667 + }, + "14": { + "Dice": 0.391043382144838, + "FN": 3994.0666666666666, + "FP": 907.2666666666667, + "IoU": 0.33245157524292895, + "TN": 856293.7666666667, + "TP": 3282.766666666667, + "n_pred": 4190.033333333334, + "n_ref": 7276.833333333333 + }, + "15": { + "Dice": 0.32372363649151487, + "FN": 1811.6666666666667, + "FP": 713.6666666666666, + "IoU": 0.26630726470063876, + "TN": 860514.4, + "TP": 1438.1333333333334, + "n_pred": 2151.8, + "n_ref": 3249.8 + }, + "2": { + "Dice": 0.5792833080523223, + "FN": 440.53333333333336, + "FP": 768.4666666666667, + "IoU": 0.523719260001758, + "TN": 858176.5333333333, + "TP": 5092.333333333333, + "n_pred": 5860.8, + "n_ref": 5532.866666666667 + }, + "3": { + "Dice": 0.6293572419378147, + "FN": 5678.166666666667, + "FP": 714.1, + "IoU": 0.5751500679955075, + "TN": 847271.5666666667, + "TP": 10814.033333333333, + "n_pred": 11528.133333333333, + "n_ref": 16492.2 + }, + "4": { + "Dice": 0.41307062471100947, + "FN": 504.6333333333333, + "FP": 1118.4, + "IoU": 0.3449160478585133, + "TN": 860670.7333333333, + "TP": 2184.1, + "n_pred": 3302.5, + "n_ref": 2688.733333333333 + }, + "5": { + "Dice": 0.3587613740404397, + "FN": 671.5666666666667, + "FP": 155.5, + "IoU": 0.2572464562410842, + "TN": 863133.6333333333, + "TP": 517.1666666666666, + "n_pred": 672.6666666666666, + "n_ref": 1188.7333333333333 + }, + "6": { + "Dice": 0.6233737035246797, + "FN": 6489.266666666666, + "FP": 18103.4, + "IoU": 0.5486315563255928, + "TN": 803979.5, + "TP": 35905.7, + "n_pred": 54009.1, + "n_ref": 42394.96666666667 + }, + "7": { + "Dice": 0.4499506096852615, + "FN": 13222.633333333333, + "FP": 4594.866666666667, + "IoU": 0.36489557628323677, + "TN": 834598.3, + "TP": 12062.066666666668, + "n_pred": 16656.933333333334, + "n_ref": 25284.7 + }, + "8": { + "Dice": 0.8095305707170964, + "FN": 1323.8333333333333, + "FP": 1350.4666666666667, + "IoU": 0.736879673594522, + "TN": 855397.4, + "TP": 6406.166666666667, + "n_pred": 7756.633333333333, + "n_ref": 7730.0 + }, + "9": { + "Dice": 0.6509370545371931, + "FN": 445.6333333333333, + "FP": 767.3333333333334, + "IoU": 0.5675426141561194, + "TN": 859637.1333333333, + "TP": 3627.766666666667, + "n_pred": 4395.1, + "n_ref": 4073.4 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.8983944546477872, + "FN": 1538, + "FP": 177, + "IoU": 0.8155318920081747, + "TN": 1217327, + "TP": 7582, + "n_pred": 7759, + "n_ref": 9120 + }, + "10": { + "Dice": 0.673573858933881, + "FN": 4012, + "FP": 6637, + "IoU": 0.5078110556479941, + "TN": 1204988, + "TP": 10987, + "n_pred": 17624, + "n_ref": 14999 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.3511995916283818, + "FN": 1204, + "FP": 67, + "IoU": 0.2130030959752322, + "TN": 1225009, + "TP": 344, + "n_pred": 411, + "n_ref": 1548 + }, + "13": { + "Dice": 0.7146308948508582, + "FN": 4360, + "FP": 2490, + "IoU": 0.5559732935761976, + "TN": 1211197, + "TP": 8577, + "n_pred": 11067, + "n_ref": 12937 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9255293912988471, + "FN": 2175, + "FP": 2534, + "IoU": 0.861381766801095, + "TN": 1192653, + "TP": 29262, + "n_pred": 31796, + "n_ref": 31437 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 1852, + "IoU": 0.0, + "TN": 1224772, + "TP": 0, + "n_pred": 1852, + "n_ref": 0 + }, + "7": { + "Dice": 0.7132327132327132, + "FN": 1484, + "FP": 1784, + "IoU": 0.5542825968357883, + "TN": 1219292, + "TP": 4064, + "n_pred": 5848, + "n_ref": 5548 + }, + "8": { + "Dice": 0.9015381449663048, + "FN": 3335, + "FP": 493, + "IoU": 0.8207277665901747, + "TN": 1205271, + "TP": 17525, + "n_pred": 18018, + "n_ref": 20860 + }, + "9": { + "Dice": 0.8233440744718941, + "FN": 2405, + "FP": 2529, + "IoU": 0.699732229795521, + "TN": 1210192, + "TP": 11498, + "n_pred": 14027, + "n_ref": 13903 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0001.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0001.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 394, + "IoU": 0.0, + "TN": 1050998, + "TP": 0, + "n_pred": 394, + "n_ref": 0 + }, + "10": { + "Dice": 0.37300531914893614, + "FN": 368, + "FP": 1518, + "IoU": 0.22926031875766245, + "TN": 1048945, + "TP": 561, + "n_pred": 2079, + "n_ref": 929 + }, + "11": { + "Dice": 0.18513323983169705, + "FN": 1559, + "FP": 3089, + "IoU": 0.10200927357032458, + "TN": 1046216, + "TP": 528, + "n_pred": 3617, + "n_ref": 2087 + }, + "12": { + "Dice": 0.0, + "FN": 113, + "FP": 1318, + "IoU": 0.0, + "TN": 1049961, + "TP": 0, + "n_pred": 1318, + "n_ref": 113 + }, + "13": { + "Dice": 0.01847903340440654, + "FN": 403, + "FP": 978, + "IoU": 0.009325681492109038, + "TN": 1049998, + "TP": 13, + "n_pred": 991, + "n_ref": 416 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 1051387, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 77, + "FP": 6388, + "IoU": 0.0, + "TN": 1044927, + "TP": 0, + "n_pred": 6388, + "n_ref": 77 + }, + "3": { + "Dice": 0.04634071512244101, + "FN": 136724, + "FP": 46, + "IoU": 0.023719957456832245, + "TN": 911299, + "TP": 3323, + "n_pred": 3369, + "n_ref": 140047 + }, + "4": { + "Dice": 0.0, + "FN": 1393, + "FP": 7859, + "IoU": 0.0, + "TN": 1042140, + "TP": 0, + "n_pred": 7859, + "n_ref": 1393 + }, + "5": { + "Dice": 0.0, + "FN": 20, + "FP": 48, + "IoU": 0.0, + "TN": 1051324, + "TP": 0, + "n_pred": 48, + "n_ref": 20 + }, + "6": { + "Dice": 0.4193238695201933, + "FN": 4405, + "FP": 103257, + "IoU": 0.26528133210495786, + "TN": 904857, + "TP": 38873, + "n_pred": 142130, + "n_ref": 43278 + }, + "7": { + "Dice": 0.11005663554262973, + "FN": 14609, + "FP": 8647, + "IoU": 0.058232769093706976, + "TN": 1026698, + "TP": 1438, + "n_pred": 10085, + "n_ref": 16047 + }, + "8": { + "Dice": 0.9264767808115346, + "FN": 990, + "FP": 3375, + "IoU": 0.8630244453509901, + "TN": 1019525, + "TP": 27502, + "n_pred": 30877, + "n_ref": 28492 + }, + "9": { + "Dice": 0.7528933092224231, + "FN": 2110, + "FP": 3356, + "IoU": 0.6037120278402088, + "TN": 1037599, + "TP": 8327, + "n_pred": 11683, + "n_ref": 10437 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0005.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0005.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9493794253372944, + "FN": 888, + "FP": 3423, + "IoU": 0.9036368106936093, + "TN": 656191, + "TP": 40426, + "n_pred": 43849, + "n_ref": 41314 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 82, + "FP": 0, + "IoU": 0.0, + "TN": 700846, + "TP": 0, + "n_pred": 0, + "n_ref": 82 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8857672305577141, + "FN": 1662, + "FP": 249, + "IoU": 0.7949570815450644, + "TN": 691608, + "TP": 7409, + "n_pred": 7658, + "n_ref": 9071 + }, + "3": { + "Dice": 0.9444491322813827, + "FN": 1462, + "FP": 2488, + "IoU": 0.8947452568748667, + "TN": 663400, + "TP": 33578, + "n_pred": 36066, + "n_ref": 35040 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.8726775956284153, + "FN": 239, + "FP": 227, + "IoU": 0.7741153659718856, + "TN": 698865, + "TP": 1597, + "n_pred": 1824, + "n_ref": 1836 + }, + "9": { + "Dice": 0.9641859283718568, + "FN": 411, + "FP": 294, + "IoU": 0.9308484551250613, + "TN": 690733, + "TP": 9490, + "n_pred": 9784, + "n_ref": 9901 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0011.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0011.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3618602796684989, + "FN": 111875, + "FP": 160, + "IoU": 0.2208970792767733, + "TN": 732360, + "TP": 31765, + "n_pred": 31925, + "n_ref": 143640 + }, + "10": { + "Dice": 0.0, + "FN": 30783, + "FP": 135, + "IoU": 0.0, + "TN": 845242, + "TP": 0, + "n_pred": 135, + "n_ref": 30783 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5277262897744825, + "FN": 23747, + "FP": 713, + "IoU": 0.3584430572312857, + "TN": 838034, + "TP": 13666, + "n_pred": 14379, + "n_ref": 37413 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 785, + "IoU": 0.0, + "TN": 875375, + "TP": 0, + "n_pred": 785, + "n_ref": 0 + }, + "3": { + "Dice": 0.14650205761316873, + "FN": 1033, + "FP": 4, + "IoU": 0.07904085257548846, + "TN": 875034, + "TP": 89, + "n_pred": 93, + "n_ref": 1122 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.5304942166140905, + "FN": 5079, + "FP": 2065, + "IoU": 0.36100178890876566, + "TN": 864980, + "TP": 4036, + "n_pred": 6101, + "n_ref": 9115 + }, + "6": { + "Dice": 0.018694843339045645, + "FN": 284, + "FP": 106797, + "IoU": 0.009435620392040777, + "TN": 768059, + "TP": 1020, + "n_pred": 107817, + "n_ref": 1304 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9377966047711565, + "FN": 1150, + "FP": 2756, + "IoU": 0.8828785607196402, + "TN": 842810, + "TP": 29444, + "n_pred": 32200, + "n_ref": 30594 + }, + "9": { + "Dice": 0.8795260915867945, + "FN": 200, + "FP": 1610, + "IoU": 0.784959011524296, + "TN": 867743, + "TP": 6607, + "n_pred": 8217, + "n_ref": 6807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0021.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0021.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6387927930748399, + "FN": 18000, + "FP": 5075, + "IoU": 0.46928402217162307, + "TN": 1007913, + "TP": 20404, + "n_pred": 25479, + "n_ref": 38404 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.45198237885462555, + "FN": 907, + "FP": 337, + "IoU": 0.29197495731360273, + "TN": 1049635, + "TP": 513, + "n_pred": 850, + "n_ref": 1420 + }, + "13": { + "Dice": 0.1328125, + "FN": 712, + "FP": 2174, + "IoU": 0.07112970711297072, + "TN": 1048285, + "TP": 221, + "n_pred": 2395, + "n_ref": 933 + }, + "14": { + "Dice": 0.09339695075134365, + "FN": 33062, + "FP": 0, + "IoU": 0.04898604918740112, + "TN": 1016627, + "TP": 1703, + "n_pred": 1703, + "n_ref": 34765 + }, + "15": { + "Dice": 0.31940575673166205, + "FN": 9529, + "FP": 0, + "IoU": 0.19005524861878453, + "TN": 1039627, + "TP": 2236, + "n_pred": 2236, + "n_ref": 11765 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 524, + "IoU": 0.0, + "TN": 1050868, + "TP": 0, + "n_pred": 524, + "n_ref": 0 + }, + "3": { + "Dice": 0.34111365369946606, + "FN": 10, + "FP": 4309, + "IoU": 0.20562810373367665, + "TN": 1045955, + "TP": 1118, + "n_pred": 5427, + "n_ref": 1128 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9709789695573312, + "FN": 2892, + "FP": 660, + "IoU": 0.9435948739936163, + "TN": 988419, + "TP": 59421, + "n_pred": 60081, + "n_ref": 62313 + }, + "7": { + "Dice": 0.730184571932486, + "FN": 39202, + "FP": 4551, + "IoU": 0.5750320525272932, + "TN": 948436, + "TP": 59203, + "n_pred": 63754, + "n_ref": 98405 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0033.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0033.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9454979554872527, + "FN": 2973, + "FP": 999, + "IoU": 0.896629798308393, + "TN": 662503, + "TP": 34453, + "n_pred": 35452, + "n_ref": 37426 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 2872, + "IoU": 0.0, + "TN": 698056, + "TP": 0, + "n_pred": 2872, + "n_ref": 0 + }, + "7": { + "Dice": 0.8169257340241797, + "FN": 25845, + "FP": 867, + "IoU": 0.6905109489051094, + "TN": 614618, + "TP": 59598, + "n_pred": 60465, + "n_ref": 85443 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0049.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0049.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1457, + "IoU": 0.0, + "TN": 699471, + "TP": 0, + "n_pred": 1457, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8254016042665749, + "FN": 495, + "FP": 7624, + "IoU": 0.7027096301720981, + "TN": 673618, + "TP": 19191, + "n_pred": 26815, + "n_ref": 19686 + }, + "15": { + "Dice": 0.8665731921545875, + "FN": 5161, + "FP": 3118, + "IoU": 0.764560345808213, + "TN": 665764, + "TP": 26885, + "n_pred": 30003, + "n_ref": 32046 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 49, + "IoU": 0.0, + "TN": 700879, + "TP": 0, + "n_pred": 49, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 2, + "FP": 0, + "IoU": 0.0, + "TN": 700926, + "TP": 0, + "n_pred": 0, + "n_ref": 2 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8790690288773451, + "FN": 4214, + "FP": 1117, + "IoU": 0.7842311895414255, + "TN": 676221, + "TP": 19376, + "n_pred": 20493, + "n_ref": 23590 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0059.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0059.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 2229, + "FP": 0, + "IoU": 0.0, + "TN": 698699, + "TP": 0, + "n_pred": 0, + "n_ref": 2229 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.4866284622731614, + "FN": 944, + "FP": 1206, + "IoU": 0.32155254023351215, + "TN": 697759, + "TP": 1019, + "n_pred": 2225, + "n_ref": 1963 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9909146385527657, + "FN": 3485, + "FP": 1041, + "IoU": 0.9819928783146671, + "TN": 449583, + "TP": 246819, + "n_pred": 247860, + "n_ref": 250304 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8388225607245781, + "FN": 724, + "FP": 842, + "IoU": 0.7223896472256692, + "TN": 695287, + "TP": 4075, + "n_pred": 4917, + "n_ref": 4799 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0064.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0064.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8506004277019247, + "FN": 2470, + "FP": 2071, + "IoU": 0.740038928326082, + "TN": 858692, + "TP": 12927, + "n_pred": 14998, + "n_ref": 15397 + }, + "10": { + "Dice": 0.3877287960814643, + "FN": 9348, + "FP": 152, + "IoU": 0.24048608890310202, + "TN": 863652, + "TP": 3008, + "n_pred": 3160, + "n_ref": 12356 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 902, + "FP": 0, + "IoU": 0.0, + "TN": 875258, + "TP": 0, + "n_pred": 0, + "n_ref": 902 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.8956298200514139, + "FN": 267, + "FP": 139, + "IoU": 0.8109869646182495, + "TN": 874012, + "TP": 1742, + "n_pred": 1881, + "n_ref": 2009 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.3674075065294428, + "FN": 2165, + "FP": 262568, + "IoU": 0.22504544642883278, + "TN": 534549, + "TP": 76878, + "n_pred": 339446, + "n_ref": 79043 + }, + "7": { + "Dice": 0.33896533704929455, + "FN": 269437, + "FP": 8, + "IoU": 0.20406879194630873, + "TN": 537632, + "TP": 69083, + "n_pred": 69091, + "n_ref": 338520 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 876159, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0069.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0069.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7528047396949452, + "FN": 7452, + "FP": 392, + "IoU": 0.6035981402870426, + "TN": 1031604, + "TP": 11944, + "n_pred": 12336, + "n_ref": 19396 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 463, + "IoU": 0.0, + "TN": 1050929, + "TP": 0, + "n_pred": 463, + "n_ref": 0 + }, + "13": { + "Dice": 0.7745184781868917, + "FN": 317, + "FP": 9622, + "IoU": 0.6320115517049872, + "TN": 1024383, + "TP": 17070, + "n_pred": 26692, + "n_ref": 17387 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.4460612593191413, + "FN": 312, + "FP": 12022, + "IoU": 0.2870520231213873, + "TN": 1034092, + "TP": 4966, + "n_pred": 16988, + "n_ref": 5278 + }, + "3": { + "Dice": 0.8675457500821858, + "FN": 14906, + "FP": 3225, + "IoU": 0.7660757599215565, + "TN": 973884, + "TP": 59377, + "n_pred": 62602, + "n_ref": 74283 + }, + "4": { + "Dice": 0.9441012376819649, + "FN": 1191, + "FP": 1424, + "IoU": 0.8941209814559883, + "TN": 1026694, + "TP": 22083, + "n_pred": 23507, + "n_ref": 23274 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9487093690248566, + "FN": 1549, + "FP": 2743, + "IoU": 0.90242349838585, + "TN": 1007406, + "TP": 39694, + "n_pred": 42437, + "n_ref": 41243 + }, + "7": { + "Dice": 0.8167446003117346, + "FN": 172, + "FP": 651, + "IoU": 0.6902521640948438, + "TN": 1048735, + "TP": 1834, + "n_pred": 2485, + "n_ref": 2006 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9256588166934409, + "FN": 747, + "FP": 1428, + "IoU": 0.8616060066174599, + "TN": 1035676, + "TP": 13541, + "n_pred": 14969, + "n_ref": 14288 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0078.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0078.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9232992869531702, + "FN": 441, + "FP": 355, + "IoU": 0.8575264005727582, + "TN": 520109, + "TP": 4791, + "n_pred": 5146, + "n_ref": 5232 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.942401543919083, + "FN": 4061, + "FP": 4236, + "IoU": 0.8910768907618185, + "TN": 449523, + "TP": 67876, + "n_pred": 72112, + "n_ref": 71937 + }, + "15": { + "Dice": 0.8967308941329292, + "FN": 1027, + "FP": 1358, + "IoU": 0.8127943485086342, + "TN": 512956, + "TP": 10355, + "n_pred": 11713, + "n_ref": 11382 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.696881706855195, + "FN": 776, + "FP": 1625, + "IoU": 0.5347800813795776, + "TN": 520535, + "TP": 2760, + "n_pred": 4385, + "n_ref": 3536 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.9516007329955805, + "FN": 283, + "FP": 1513, + "IoU": 0.9076701624511618, + "TN": 506244, + "TP": 17656, + "n_pred": 19169, + "n_ref": 17939 + }, + "8": { + "Dice": 0.9364590240667785, + "FN": 1042, + "FP": 2216, + "IoU": 0.8805105259297293, + "TN": 498430, + "TP": 24008, + "n_pred": 26224, + "n_ref": 25050 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0094.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0094.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0102.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0102.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 144, + "IoU": 0.0, + "TN": 700784, + "TP": 0, + "n_pred": 144, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0116.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0116.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8423105045088959, + "FN": 273, + "FP": 374, + "IoU": 0.7275789473684211, + "TN": 698553, + "TP": 1728, + "n_pred": 2102, + "n_ref": 2001 + }, + "15": { + "Dice": 0.05785123966942149, + "FN": 1668, + "FP": 5856, + "IoU": 0.029787234042553193, + "TN": 693173, + "TP": 231, + "n_pred": 6087, + "n_ref": 1899 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8305757406372275, + "FN": 561, + "FP": 5501, + "IoU": 0.7102432962095502, + "TN": 680007, + "TP": 14859, + "n_pred": 20360, + "n_ref": 15420 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9603597843618769, + "FN": 4516, + "FP": 940, + "IoU": 0.9237424350426992, + "TN": 629381, + "TP": 66091, + "n_pred": 67031, + "n_ref": 70607 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0138.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0138.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1882, + "IoU": 0.0, + "TN": 523814, + "TP": 0, + "n_pred": 1882, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9430978049394585, + "FN": 4486, + "FP": 486, + "IoU": 0.8923226854358419, + "TN": 479521, + "TP": 41203, + "n_pred": 41689, + "n_ref": 45689 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9043820003930045, + "FN": 2401, + "FP": 32, + "IoU": 0.825453762823732, + "TN": 511757, + "TP": 11506, + "n_pred": 11538, + "n_ref": 13907 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0142.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0142.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 54, + "IoU": 0.0, + "TN": 1051338, + "TP": 0, + "n_pred": 54, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.950641161509114, + "FN": 2052, + "FP": 1674, + "IoU": 0.9059257202009746, + "TN": 1011785, + "TP": 35881, + "n_pred": 37555, + "n_ref": 37933 + }, + "4": { + "Dice": 0.7496444305685642, + "FN": 6835, + "FP": 382, + "IoU": 0.5995450005548774, + "TN": 1033370, + "TP": 10805, + "n_pred": 11187, + "n_ref": 17640 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7869611837872614, + "FN": 678, + "FP": 4289, + "IoU": 0.6487518563043632, + "TN": 1037251, + "TP": 9174, + "n_pred": 13463, + "n_ref": 9852 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 19989, + "IoU": 0.0, + "TN": 1031403, + "TP": 0, + "n_pred": 19989, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0158.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0158.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.976381603732576, + "FN": 775, + "FP": 40, + "IoU": 0.9538531226997339, + "TN": 858499, + "TP": 16846, + "n_pred": 16886, + "n_ref": 17621 + }, + "10": { + "Dice": 0.8866988727858293, + "FN": 2281, + "FP": 2996, + "IoU": 0.7964591529738486, + "TN": 850234, + "TP": 20649, + "n_pred": 23645, + "n_ref": 22930 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 11, + "IoU": 0.0, + "TN": 876149, + "TP": 0, + "n_pred": 11, + "n_ref": 0 + }, + "12": { + "Dice": 0.6614173228346457, + "FN": 215, + "FP": 0, + "IoU": 0.49411764705882355, + "TN": 875735, + "TP": 210, + "n_pred": 210, + "n_ref": 425 + }, + "13": { + "Dice": 0.8187670920692799, + "FN": 5601, + "FP": 761, + "IoU": 0.6931461920609656, + "TN": 855427, + "TP": 14371, + "n_pred": 15132, + "n_ref": 19972 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 949, + "IoU": 0.0, + "TN": 875211, + "TP": 0, + "n_pred": 949, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.5347885402455662, + "FN": 40, + "FP": 301, + "IoU": 0.3649906890130354, + "TN": 875623, + "TP": 196, + "n_pred": 497, + "n_ref": 236 + }, + "3": { + "Dice": 0.9762859051436206, + "FN": 1188, + "FP": 800, + "IoU": 0.9536704730831974, + "TN": 833250, + "TP": 40922, + "n_pred": 41722, + "n_ref": 42110 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8620601078859491, + "FN": 818, + "FP": 4552, + "IoU": 0.7575620767494357, + "TN": 854010, + "TP": 16780, + "n_pred": 21332, + "n_ref": 17598 + }, + "7": { + "Dice": 0.895088198031381, + "FN": 3902, + "FP": 404, + "IoU": 0.8100992282249173, + "TN": 853485, + "TP": 18369, + "n_pred": 18773, + "n_ref": 22271 + }, + "8": { + "Dice": 0.7945205479452054, + "FN": 2, + "FP": 163, + "IoU": 0.6590909090909091, + "TN": 875676, + "TP": 319, + "n_pred": 482, + "n_ref": 321 + }, + "9": { + "Dice": 0.9376381941910139, + "FN": 1670, + "FP": 1235, + "IoU": 0.8825978014872292, + "TN": 851416, + "TP": 21839, + "n_pred": 23074, + "n_ref": 23509 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0170.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0170.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9641700500797801, + "FN": 3487, + "FP": 1049, + "IoU": 0.9308188570469901, + "TN": 1336289, + "TP": 61031, + "n_pred": 62080, + "n_ref": 64518 + }, + "10": { + "Dice": 0.7708168120539255, + "FN": 138, + "FP": 151, + "IoU": 0.6270967741935484, + "TN": 1401081, + "TP": 486, + "n_pred": 637, + "n_ref": 624 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 3227, + "FP": 0, + "IoU": 0.0, + "TN": 1398629, + "TP": 0, + "n_pred": 0, + "n_ref": 3227 + }, + "14": { + "Dice": 0.6207543629198724, + "FN": 159, + "FP": 1862, + "IoU": 0.45006802721088435, + "TN": 1398181, + "TP": 1654, + "n_pred": 3516, + "n_ref": 1813 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 1401854, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "2": { + "Dice": 0.9703472674797505, + "FN": 798, + "FP": 476, + "IoU": 0.9424024594240246, + "TN": 1379737, + "TP": 20845, + "n_pred": 21321, + "n_ref": 21643 + }, + "3": { + "Dice": 0.24924924924924924, + "FN": 15, + "FP": 485, + "IoU": 0.1423670668953688, + "TN": 1401273, + "TP": 83, + "n_pred": 568, + "n_ref": 98 + }, + "4": { + "Dice": 0.4342979635584137, + "FN": 2630, + "FP": 9, + "IoU": 0.27738225629791896, + "TN": 1398204, + "TP": 1013, + "n_pred": 1022, + "n_ref": 3643 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8657799274486094, + "FN": 193, + "FP": 29, + "IoU": 0.7633262260127932, + "TN": 1400918, + "TP": 716, + "n_pred": 745, + "n_ref": 909 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 2855, + "IoU": 0.0, + "TN": 1399001, + "TP": 0, + "n_pred": 2855, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0175.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0175.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9574829680641967, + "FN": 1332, + "FP": 1545, + "IoU": 0.9184338852347471, + "TN": 1191352, + "TP": 32395, + "n_pred": 33940, + "n_ref": 33727 + }, + "10": { + "Dice": 0.7391710813337489, + "FN": 217, + "FP": 620, + "IoU": 0.5862580326248147, + "TN": 1224601, + "TP": 1186, + "n_pred": 1806, + "n_ref": 1403 + }, + "11": { + "Dice": 0.7286697614855131, + "FN": 1064, + "FP": 631, + "IoU": 0.5731553764794762, + "TN": 1222653, + "TP": 2276, + "n_pred": 2907, + "n_ref": 3340 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 12, + "IoU": 0.0, + "TN": 1226612, + "TP": 0, + "n_pred": 12, + "n_ref": 0 + }, + "13": { + "Dice": 0.5805175038051751, + "FN": 4675, + "FP": 3593, + "IoU": 0.4089641861462578, + "TN": 1212635, + "TP": 5721, + "n_pred": 9314, + "n_ref": 10396 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9732428626296249, + "FN": 705, + "FP": 758, + "IoU": 0.9478802992518703, + "TN": 1198554, + "TP": 26607, + "n_pred": 27365, + "n_ref": 27312 + }, + "3": { + "Dice": 0.9685962475576168, + "FN": 2181, + "FP": 487, + "IoU": 0.939104831899208, + "TN": 1182811, + "TP": 41145, + "n_pred": 41632, + "n_ref": 43326 + }, + "4": { + "Dice": 0.5892301099842879, + "FN": 626, + "FP": 13753, + "IoU": 0.417665640693342, + "TN": 1201932, + "TP": 10313, + "n_pred": 24066, + "n_ref": 10939 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9460258313955118, + "FN": 7226, + "FP": 8186, + "IoU": 0.8975797126490251, + "TN": 1076146, + "TP": 135066, + "n_pred": 143252, + "n_ref": 142292 + }, + "7": { + "Dice": 0.6781768712451838, + "FN": 22867, + "FP": 12381, + "IoU": 0.5130617376048185, + "TN": 1154237, + "TP": 37139, + "n_pred": 49520, + "n_ref": 60006 + }, + "8": { + "Dice": 0.9299781181619255, + "FN": 0, + "FP": 64, + "IoU": 0.869120654396728, + "TN": 1226135, + "TP": 425, + "n_pred": 489, + "n_ref": 425 + }, + "9": { + "Dice": 0.8744295598410128, + "FN": 175, + "FP": 1531, + "IoU": 0.776876798325922, + "TN": 1218978, + "TP": 5940, + "n_pred": 7471, + "n_ref": 6115 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0184.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0184.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 935, + "FP": 0, + "IoU": 0.0, + "TN": 1225689, + "TP": 0, + "n_pred": 0, + "n_ref": 935 + }, + "14": { + "Dice": 0.40879253757125583, + "FN": 2277, + "FP": 11413, + "IoU": 0.25690712696086415, + "TN": 1208201, + "TP": 4733, + "n_pred": 16146, + "n_ref": 7010 + }, + "15": { + "Dice": 0.1255043727520038, + "FN": 36965, + "FP": 10932, + "IoU": 0.06695367592628668, + "TN": 1175290, + "TP": 3437, + "n_pred": 14369, + "n_ref": 40402 + }, + "2": { + "Dice": 0.9599833263859942, + "FN": 102, + "FP": 90, + "IoU": 0.9230460921843687, + "TN": 1224129, + "TP": 2303, + "n_pred": 2393, + "n_ref": 2405 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9637310244153046, + "FN": 4444, + "FP": 1345, + "IoU": 0.9300008464226551, + "TN": 1143923, + "TP": 76912, + "n_pred": 78257, + "n_ref": 81356 + }, + "7": { + "Dice": 0.0, + "FN": 580, + "FP": 0, + "IoU": 0.0, + "TN": 1226044, + "TP": 0, + "n_pred": 0, + "n_ref": 580 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 53, + "IoU": 0.0, + "TN": 1226571, + "TP": 0, + "n_pred": 53, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0185.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0185.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1524, + "IoU": 0.0, + "TN": 699404, + "TP": 0, + "n_pred": 1524, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.881969775924961, + "FN": 1656, + "FP": 156, + "IoU": 0.7888604054998835, + "TN": 692346, + "TP": 6770, + "n_pred": 6926, + "n_ref": 8426 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1337, + "IoU": 0.0, + "TN": 699591, + "TP": 0, + "n_pred": 1337, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 4597, + "IoU": 0.0, + "TN": 696331, + "TP": 0, + "n_pred": 4597, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0188.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0188.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7275541795665634, + "FN": 493, + "FP": 35, + "IoU": 0.5717761557177615, + "TN": 874927, + "TP": 705, + "n_pred": 740, + "n_ref": 1198 + }, + "10": { + "Dice": 0.5410692588092345, + "FN": 10615, + "FP": 12047, + "IoU": 0.37086699425335223, + "TN": 840139, + "TP": 13359, + "n_pred": 25406, + "n_ref": 23974 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7468789013732834, + "FN": 1370, + "FP": 252, + "IoU": 0.5960149439601494, + "TN": 872145, + "TP": 2393, + "n_pred": 2645, + "n_ref": 3763 + }, + "13": { + "Dice": 0.07227288078351908, + "FN": 4527, + "FP": 967, + "IoU": 0.03749124036440084, + "TN": 870452, + "TP": 214, + "n_pred": 1181, + "n_ref": 4741 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9483009003775777, + "FN": 176, + "FP": 892, + "IoU": 0.9016846175089754, + "TN": 865297, + "TP": 9795, + "n_pred": 10687, + "n_ref": 9971 + }, + "4": { + "Dice": 0.07270352633870265, + "FN": 278, + "FP": 3982, + "IoU": 0.03772306302236277, + "TN": 871733, + "TP": 167, + "n_pred": 4149, + "n_ref": 445 + }, + "5": { + "Dice": 0.6004403574666494, + "FN": 2640, + "FP": 445, + "IoU": 0.42902091430686656, + "TN": 870757, + "TP": 2318, + "n_pred": 2763, + "n_ref": 4958 + }, + "6": { + "Dice": 0.5435956332586401, + "FN": 71736, + "FP": 1385, + "IoU": 0.3732449899713713, + "TN": 759494, + "TP": 43545, + "n_pred": 44930, + "n_ref": 115281 + }, + "7": { + "Dice": 0.6310861423220974, + "FN": 11642, + "FP": 51398, + "IoU": 0.46101231190150477, + "TN": 759200, + "TP": 53920, + "n_pred": 105318, + "n_ref": 65562 + }, + "8": { + "Dice": 0.9659508497932935, + "FN": 1658, + "FP": 714, + "IoU": 0.9341440390915653, + "TN": 840142, + "TP": 33646, + "n_pred": 34360, + "n_ref": 35304 + }, + "9": { + "Dice": 0.18632999564649544, + "FN": 75, + "FP": 3663, + "IoU": 0.1027364378300528, + "TN": 871994, + "TP": 428, + "n_pred": 4091, + "n_ref": 503 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0193.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0193.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 678, + "IoU": 0.0, + "TN": 700250, + "TP": 0, + "n_pred": 678, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0217.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0217.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9814912744579588, + "FN": 1348, + "FP": 542, + "IoU": 0.9636552440290758, + "TN": 999390, + "TP": 50112, + "n_pred": 50654, + "n_ref": 51460 + }, + "10": { + "Dice": 0.7473088130188575, + "FN": 13492, + "FP": 9489, + "IoU": 0.5965626810385689, + "TN": 994429, + "TP": 33982, + "n_pred": 43471, + "n_ref": 47474 + }, + "11": { + "Dice": 0.8282290279627164, + "FN": 137, + "FP": 121, + "IoU": 0.7068181818181818, + "TN": 1050512, + "TP": 622, + "n_pred": 743, + "n_ref": 759 + }, + "12": { + "Dice": 0.3231197771587744, + "FN": 220, + "FP": 23, + "IoU": 0.19269102990033224, + "TN": 1051091, + "TP": 58, + "n_pred": 81, + "n_ref": 278 + }, + "13": { + "Dice": 0.6231542318170371, + "FN": 15404, + "FP": 1057, + "IoU": 0.45259552392670677, + "TN": 1021321, + "TP": 13610, + "n_pred": 14667, + "n_ref": 29014 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7829787234042553, + "FN": 16, + "FP": 35, + "IoU": 0.6433566433566433, + "TN": 1051249, + "TP": 92, + "n_pred": 127, + "n_ref": 108 + }, + "3": { + "Dice": 0.8813411078717202, + "FN": 3658, + "FP": 412, + "IoU": 0.7878550951264008, + "TN": 1032207, + "TP": 15115, + "n_pred": 15527, + "n_ref": 18773 + }, + "4": { + "Dice": 0.0, + "FN": 820, + "FP": 336, + "IoU": 0.0, + "TN": 1050236, + "TP": 0, + "n_pred": 336, + "n_ref": 820 + }, + "5": { + "Dice": 0.07571126263813778, + "FN": 3872, + "FP": 59, + "IoU": 0.039345063538611925, + "TN": 1047300, + "TP": 161, + "n_pred": 220, + "n_ref": 4033 + }, + "6": { + "Dice": 0.94914191778018, + "FN": 5451, + "FP": 2500, + "IoU": 0.9032065640825867, + "TN": 969248, + "TP": 74193, + "n_pred": 76693, + "n_ref": 79644 + }, + "7": { + "Dice": 0.5887210948560642, + "FN": 212, + "FP": 6760, + "IoU": 0.41715432201972913, + "TN": 1039430, + "TP": 4990, + "n_pred": 11750, + "n_ref": 5202 + }, + "8": { + "Dice": 0.5295343784862897, + "FN": 26855, + "FP": 5195, + "IoU": 0.36011340267933795, + "TN": 1001305, + "TP": 18037, + "n_pred": 23232, + "n_ref": 44892 + }, + "9": { + "Dice": 0.769373426943966, + "FN": 1400, + "FP": 341, + "IoU": 0.6251883745963401, + "TN": 1046747, + "TP": 2904, + "n_pred": 3245, + "n_ref": 4304 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0226.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0226.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.764785553047404, + "FN": 200, + "FP": 842, + "IoU": 0.6191520467836257, + "TN": 698192, + "TP": 1694, + "n_pred": 2536, + "n_ref": 1894 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.25269709543568464, + "FN": 10806, + "FP": 0, + "IoU": 0.14462123011161243, + "TN": 688295, + "TP": 1827, + "n_pred": 1827, + "n_ref": 12633 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.7880361319115154, + "FN": 3948, + "FP": 5931, + "IoU": 0.650214212371207, + "TN": 672685, + "TP": 18364, + "n_pred": 24295, + "n_ref": 22312 + }, + "9": { + "Dice": 0.18200728029121166, + "FN": 302, + "FP": 1271, + "IoU": 0.10011441647597254, + "TN": 699180, + "TP": 175, + "n_pred": 1446, + "n_ref": 477 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0239.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0239.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9604603283534815, + "FN": 516, + "FP": 233, + "IoU": 0.923928498882795, + "TN": 691082, + "TP": 9097, + "n_pred": 9330, + "n_ref": 9613 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9519618628529519, + "FN": 108, + "FP": 23, + "IoU": 0.9083275017494752, + "TN": 699499, + "TP": 1298, + "n_pred": 1321, + "n_ref": 1406 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 836, + "IoU": 0.0, + "TN": 700092, + "TP": 0, + "n_pred": 836, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 130, + "IoU": 0.0, + "TN": 700798, + "TP": 0, + "n_pred": 130, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 293, + "IoU": 0.0, + "TN": 700635, + "TP": 0, + "n_pred": 293, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 14, + "FP": 18769, + "IoU": 0.0, + "TN": 682145, + "TP": 0, + "n_pred": 18769, + "n_ref": 14 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0248.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0248.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.91775044483755, + "FN": 13470, + "FP": 2385, + "IoU": 0.8480026075869276, + "TN": 771849, + "TP": 88456, + "n_pred": 90841, + "n_ref": 101926 + }, + "10": { + "Dice": 0.0, + "FN": 190, + "FP": 290, + "IoU": 0.0, + "TN": 875680, + "TP": 0, + "n_pred": 290, + "n_ref": 190 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 424, + "FP": 27, + "IoU": 0.0, + "TN": 875709, + "TP": 0, + "n_pred": 27, + "n_ref": 424 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 876155, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "3": { + "Dice": 0.9535193827983618, + "FN": 570, + "FP": 406, + "IoU": 0.9111677436970965, + "TN": 865173, + "TP": 10011, + "n_pred": 10417, + "n_ref": 10581 + }, + "4": { + "Dice": 0.9232238630519433, + "FN": 803, + "FP": 242, + "IoU": 0.857396288209607, + "TN": 868832, + "TP": 6283, + "n_pred": 6525, + "n_ref": 7086 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.641188524590164, + "FN": 1762, + "FP": 15748, + "IoU": 0.47187452872869856, + "TN": 843005, + "TP": 15645, + "n_pred": 31393, + "n_ref": 17407 + }, + "7": { + "Dice": 0.9157672677781559, + "FN": 5178, + "FP": 1011, + "IoU": 0.8446224141393854, + "TN": 836328, + "TP": 33643, + "n_pred": 34654, + "n_ref": 38821 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0259.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0259.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9497358062342637, + "FN": 5946, + "FP": 1141, + "IoU": 0.9042827622533461, + "TN": 626887, + "TP": 66954, + "n_pred": 68095, + "n_ref": 72900 + }, + "10": { + "Dice": 0.8207959842237361, + "FN": 40, + "FP": 7457, + "IoU": 0.6960593529554853, + "TN": 676262, + "TP": 17169, + "n_pred": 24626, + "n_ref": 17209 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 49, + "IoU": 0.0, + "TN": 700879, + "TP": 0, + "n_pred": 49, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 90, + "FP": 0, + "IoU": 0.0, + "TN": 700838, + "TP": 0, + "n_pred": 0, + "n_ref": 90 + }, + "13": { + "Dice": 0.6458821690889202, + "FN": 7793, + "FP": 1271, + "IoU": 0.47697634160415464, + "TN": 683598, + "TP": 8266, + "n_pred": 9537, + "n_ref": 16059 + }, + "14": { + "Dice": 0.007501218948079063, + "FN": 79387, + "FP": 0, + "IoU": 0.0037647295041851243, + "TN": 621241, + "TP": 300, + "n_pred": 300, + "n_ref": 79687 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9173333333333333, + "FN": 2317, + "FP": 194, + "IoU": 0.8472906403940886, + "TN": 684485, + "TP": 13932, + "n_pred": 14126, + "n_ref": 16249 + }, + "3": { + "Dice": 0.9108471736237741, + "FN": 644, + "FP": 1165, + "IoU": 0.836289592760181, + "TN": 689878, + "TP": 9241, + "n_pred": 10406, + "n_ref": 9885 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 64, + "IoU": 0.0, + "TN": 700864, + "TP": 0, + "n_pred": 64, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 7101, + "IoU": 0.0, + "TN": 693827, + "TP": 0, + "n_pred": 7101, + "n_ref": 0 + }, + "7": { + "Dice": 0.07385189088403389, + "FN": 1198, + "FP": 21651, + "IoU": 0.038341750841750843, + "TN": 677168, + "TP": 911, + "n_pred": 22562, + "n_ref": 2109 + }, + "8": { + "Dice": 0.9622371912635231, + "FN": 112, + "FP": 258, + "IoU": 0.9272226593233674, + "TN": 695844, + "TP": 4714, + "n_pred": 4972, + "n_ref": 4826 + }, + "9": { + "Dice": 0.9539026529269897, + "FN": 685, + "FP": 997, + "IoU": 0.911867959130207, + "TN": 681843, + "TP": 17403, + "n_pred": 18400, + "n_ref": 18088 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0268.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0268.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 29, + "IoU": 0.0, + "TN": 876131, + "TP": 0, + "n_pred": 29, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 665, + "IoU": 0.0, + "TN": 875495, + "TP": 0, + "n_pred": 665, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9518959485385396, + "FN": 3284, + "FP": 126, + "IoU": 0.9082074887614741, + "TN": 839011, + "TP": 33739, + "n_pred": 33865, + "n_ref": 37023 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.607802074709005, + "FN": 7760, + "FP": 293, + "IoU": 0.4365773455537676, + "TN": 861867, + "TP": 6240, + "n_pred": 6533, + "n_ref": 14000 + }, + "6": { + "Dice": 0.5315214586737765, + "FN": 1494, + "FP": 9400, + "IoU": 0.3619538479559564, + "TN": 859086, + "TP": 6180, + "n_pred": 15580, + "n_ref": 7674 + }, + "7": { + "Dice": 0.28865979381443296, + "FN": 68, + "FP": 1, + "IoU": 0.1686746987951807, + "TN": 876077, + "TP": 14, + "n_pred": 15, + "n_ref": 82 + }, + "8": { + "Dice": 0.9786920515163126, + "FN": 370, + "FP": 353, + "IoU": 0.958273215213251, + "TN": 858833, + "TP": 16604, + "n_pred": 16957, + "n_ref": 16974 + }, + "9": { + "Dice": 0.6759439271462192, + "FN": 2465, + "FP": 3869, + "IoU": 0.5105100463678516, + "TN": 863220, + "TP": 6606, + "n_pred": 10475, + "n_ref": 9071 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0307.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0307.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 16712, + "IoU": 0.0, + "TN": 859448, + "TP": 0, + "n_pred": 16712, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.13075780089153047, + "FN": 584, + "FP": 1, + "IoU": 0.06995230524642289, + "TN": 875531, + "TP": 44, + "n_pred": 45, + "n_ref": 628 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9729628046173578, + "FN": 1045, + "FP": 536, + "IoU": 0.9473491408019182, + "TN": 846132, + "TP": 28447, + "n_pred": 28983, + "n_ref": 29492 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 58, + "IoU": 0.0, + "TN": 876102, + "TP": 0, + "n_pred": 58, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7877495616763758, + "FN": 74965, + "FP": 91, + "IoU": 0.6498241095839282, + "TN": 661822, + "TP": 139282, + "n_pred": 139373, + "n_ref": 214247 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 3082, + "IoU": 0.0, + "TN": 873078, + "TP": 0, + "n_pred": 3082, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0317.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2805555/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0317.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": 0.5049527453281238, + "FN": 2192.751111111111, + "FP": 1918.9804444444446, + "IoU": 0.42672410998560234, + "TN": 863249.7208888888, + "TP": 8798.547555555557, + "n_pred": 10717.528000000002, + "n_ref": 10991.298666666666 + }, + "mean": { + "1": { + "Dice": 0.5404905045207883, + "FN": 2494.4266666666667, + "FP": 955.1133333333333, + "IoU": 0.49619927565307265, + "TN": 863157.2133333333, + "TP": 9553.246666666668, + "n_pred": 10508.359999999999, + "n_ref": 12047.673333333334 + }, + "10": { + "Dice": 0.4907806990148552, + "FN": 1896.48, + "FP": 1635.0666666666668, + "IoU": 0.39592451541916546, + "TN": 868064.5333333332, + "TP": 4563.92, + "n_pred": 6198.986666666667, + "n_ref": 6460.4 + }, + "11": { + "Dice": 0.3738545824652768, + "FN": 190.07999999999998, + "FP": 155.38000000000002, + "IoU": 0.27568844627389055, + "TN": 875586.22, + "TP": 228.32, + "n_pred": 383.7, + "n_ref": 418.4 + }, + "12": { + "Dice": 0.30406568166885567, + "FN": 192.8, + "FP": 159.53333333333333, + "IoU": 0.2242915780009178, + "TN": 875549.7333333332, + "TP": 257.93333333333334, + "n_pred": 417.4666666666666, + "n_ref": 450.7333333333333 + }, + "13": { + "Dice": 0.3542166273750386, + "FN": 2356.153333333333, + "FP": 1161.52, + "IoU": 0.2629243166722113, + "TN": 870176.7466666667, + "TP": 2465.5800000000004, + "n_pred": 3627.1, + "n_ref": 4821.733333333333 + }, + "14": { + "Dice": 0.4953217012843119, + "FN": 1681.013333333333, + "FP": 2666.546666666666, + "IoU": 0.4402764947372798, + "TN": 864299.3866666667, + "TP": 7513.053333333334, + "n_pred": 10179.599999999999, + "n_ref": 9194.066666666668 + }, + "15": { + "Dice": 0.4035760476344361, + "FN": 1456.4066666666668, + "FP": 1056.1733333333336, + "IoU": 0.32335603301467686, + "TN": 871632.7933333333, + "TP": 2014.6266666666666, + "n_pred": 3070.8, + "n_ref": 3471.0333333333338 + }, + "2": { + "Dice": 0.5691045025061172, + "FN": 1191.0666666666668, + "FP": 1229.78, + "IoU": 0.5053922477450457, + "TN": 865727.6266666667, + "TP": 8011.526666666668, + "n_pred": 9241.306666666667, + "n_ref": 9202.593333333334 + }, + "3": { + "Dice": 0.5484541176375293, + "FN": 2856.38, + "FP": 1166.52, + "IoU": 0.4938828094477762, + "TN": 863860.2266666668, + "TP": 8276.873333333333, + "n_pred": 9443.393333333333, + "n_ref": 11133.253333333336 + }, + "4": { + "Dice": 0.3459189688584275, + "FN": 1059.9866666666667, + "FP": 722.86, + "IoU": 0.2739189301729679, + "TN": 872630.2733333332, + "TP": 1746.8799999999999, + "n_pred": 2469.74, + "n_ref": 2806.866666666667 + }, + "5": { + "Dice": 0.4639830711772698, + "FN": 517.9933333333333, + "FP": 259.76, + "IoU": 0.35247773147826145, + "TN": 874629.5533333333, + "TP": 752.6933333333333, + "n_pred": 1012.4533333333335, + "n_ref": 1270.686666666667 + }, + "6": { + "Dice": 0.7413542220831524, + "FN": 6128.460000000001, + "FP": 10056.113333333333, + "IoU": 0.6703631244821903, + "TN": 802533.8933333333, + "TP": 57441.53333333334, + "n_pred": 67497.64666666665, + "n_ref": 63569.99333333333 + }, + "7": { + "Dice": 0.49952097570977017, + "FN": 8376.726666666667, + "FP": 5730.033333333335, + "IoU": 0.4224117070399231, + "TN": 844092.6066666667, + "TP": 17960.633333333335, + "n_pred": 23690.666666666664, + "n_ref": 26337.360000000004 + }, + "8": { + "Dice": 0.7924385277632435, + "FN": 1046.013333333333, + "FP": 870.8266666666666, + "IoU": 0.7186752177261977, + "TN": 867246.64, + "TP": 6996.5199999999995, + "n_pred": 7867.346666666667, + "n_ref": 8042.533333333333 + }, + "9": { + "Dice": 0.6512109502227854, + "FN": 1447.28, + "FP": 959.4799999999999, + "IoU": 0.5450792219204591, + "TN": 869558.3666666666, + "TP": 4194.873333333333, + "n_pred": 5154.353333333333, + "n_ref": 5642.153333333334 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/loop_002/summary.json b/nnActive_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/loop_002/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..07633d92e39c858af6a8d9299d7426e85f5ca706 --- /dev/null +++ b/nnActive_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/loop_002/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.7566092568246724, + "FN": 24610.45466666667, + "FP": 19549.541333333334, + "IoU": 0.6498784184366351, + "TN": 96250820.76799999, + "TP": 161980.07600000003, + "n_pred": 181529.6173333333, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.8869253604045702, + "FN": 16430.9, + "FP": 21684.6, + "IoU": 0.8186065217586801, + "TN": 96240988.1, + "TP": 177857.24, + "n_pred": 199541.84, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.7338474847118259, + "FN": 18869.9, + "FP": 16601.66, + "IoU": 0.5999623241028196, + "TN": 96366136.62, + "TP": 55352.66, + "n_pred": 71954.32, + "n_ref": 74222.56 + }, + "11": { + "Dice": 0.6438268967116624, + "FN": 1437.76, + "FP": 789.08, + "IoU": 0.492080666472882, + "TN": 96452471.38, + "TP": 2262.62, + "n_pred": 3051.7, + "n_ref": 3700.38 + }, + "12": { + "Dice": 0.5610768185290973, + "FN": 2179.06, + "FP": 632.12, + "IoU": 0.41498267011378087, + "TN": 96452092.06, + "TP": 2057.6, + "n_pred": 2689.72, + "n_ref": 4236.66 + }, + "13": { + "Dice": 0.5856766950192066, + "FN": 25917.02, + "FP": 13695.48, + "IoU": 0.4414894441750431, + "TN": 96385407.22, + "TP": 31941.12, + "n_pred": 45636.6, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.7291050013097575, + "FN": 46118.72, + "FP": 18882.38, + "IoU": 0.6290803727678504, + "TN": 96299720.32, + "TP": 92239.42, + "n_pred": 111121.8, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.6530223166413497, + "FN": 23959.82, + "FP": 10175.58, + "IoU": 0.5215630566183771, + "TN": 96392738.22, + "TP": 30087.22, + "n_pred": 40262.8, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.8510496694780852, + "FN": 27919.56, + "FP": 11972.22, + "IoU": 0.7696625796253543, + "TN": 96288146.92, + "TP": 128922.14, + "n_pred": 140894.36, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.8848981420666433, + "FN": 14957.86, + "FP": 26729.0, + "IoU": 0.8031253795826159, + "TN": 96266829.26, + "TP": 148444.72, + "n_pred": 175173.72, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.6679565562216075, + "FN": 7023.26, + "FP": 6077.98, + "IoU": 0.574197253088752, + "TN": 96424305.36, + "TP": 19554.24, + "n_pred": 25632.22, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.6498564570513692, + "FN": 8587.96, + "FP": 2615.04, + "IoU": 0.5086538519783006, + "TN": 96437193.64, + "TP": 8564.2, + "n_pred": 11179.24, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.9404013694110306, + "FN": 81699.72, + "FP": 85692.56, + "IoU": 0.8926680501405373, + "TN": 95012044.66, + "TP": 1277523.9, + "n_pred": 1363216.46, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.7949923468243267, + "FN": 67649.28, + "FP": 58663.76, + "IoU": 0.6895183130428321, + "TN": 96059372.42, + "TP": 271275.38, + "n_pred": 329939.14, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.917332300671419, + "FN": 14039.66, + "FP": 9339.56, + "IoU": 0.8495035852589039, + "TN": 96315252.1, + "TP": 118329.52, + "n_pred": 127669.08, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.8491714373181353, + "FN": 12366.34, + "FP": 9692.1, + "IoU": 0.7430822078227988, + "TN": 96369613.24, + "TP": 65289.16, + "n_pred": 74981.26, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9305649746987323, + "FN": 3500, + "FP": 9810, + "IoU": 0.8701463414634146, + "TN": 119490820, + "TP": 89190, + "n_pred": 99000, + "n_ref": 92690 + }, + "10": { + "Dice": 0.7221372234330213, + "FN": 17516, + "FP": 26979, + "IoU": 0.5651132787301836, + "TN": 119491006, + "TP": 57819, + "n_pred": 84798, + "n_ref": 75335 + }, + "11": { + "Dice": 0.7098824277089292, + "FN": 1312, + "FP": 514, + "IoU": 0.5502463054187192, + "TN": 119589260, + "TP": 2234, + "n_pred": 2748, + "n_ref": 3546 + }, + "12": { + "Dice": 0.6404576436222006, + "FN": 1834, + "FP": 1120, + "IoU": 0.4710832587287377, + "TN": 119587735, + "TP": 2631, + "n_pred": 3751, + "n_ref": 4465 + }, + "13": { + "Dice": 0.4899002062892028, + "FN": 29365, + "FP": 19348, + "IoU": 0.3244157825393523, + "TN": 119521215, + "TP": 23392, + "n_pred": 42740, + "n_ref": 52757 + }, + "14": { + "Dice": 0.3998540234778906, + "FN": 185032, + "FP": 2441, + "IoU": 0.2498859662460088, + "TN": 119343394, + "TP": 62453, + "n_pred": 64894, + "n_ref": 247485 + }, + "15": { + "Dice": 0.12809085460496997, + "FN": 24528, + "FP": 88944, + "IoU": 0.0684279228615761, + "TN": 119471513, + "TP": 8335, + "n_pred": 97279, + "n_ref": 32863 + }, + "2": { + "Dice": 0.9516768329686411, + "FN": 3580, + "FP": 10355, + "IoU": 0.907808644221418, + "TN": 119442167, + "TP": 137218, + "n_pred": 147573, + "n_ref": 140798 + }, + "3": { + "Dice": 0.9488549797248201, + "FN": 8454, + "FP": 9002, + "IoU": 0.9026870331140595, + "TN": 119413940, + "TP": 161924, + "n_pred": 170926, + "n_ref": 170378 + }, + "4": { + "Dice": 0.8270544559892802, + "FN": 21229, + "FP": 2390, + "IoU": 0.7051089969286088, + "TN": 119513226, + "TP": 56475, + "n_pred": 58865, + "n_ref": 77704 + }, + "5": { + "Dice": 0.08428829180279905, + "FN": 60807, + "FP": 14307, + "IoU": 0.04399842180957351, + "TN": 119514749, + "TP": 3457, + "n_pred": 17764, + "n_ref": 64264 + }, + "6": { + "Dice": 0.9657242705373786, + "FN": 31528, + "FP": 50133, + "IoU": 0.9337203252745183, + "TN": 118361253, + "TP": 1150406, + "n_pred": 1200539, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 187188, + "IoU": 0.0, + "TN": 119406132, + "TP": 0, + "n_pred": 187188, + "n_ref": 0 + }, + "8": { + "Dice": 0.840192878364786, + "FN": 51363, + "FP": 38086, + "IoU": 0.7244246588003327, + "TN": 119268730, + "TP": 235141, + "n_pred": 273227, + "n_ref": 286504 + }, + "9": { + "Dice": 0.8445302588838857, + "FN": 15955, + "FP": 6349, + "IoU": 0.7308977715574967, + "TN": 119510437, + "TP": 60579, + "n_pred": 66928, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9224358540030334, + "FN": 11578, + "FP": 18186, + "IoU": 0.8560379977654063, + "TN": 72618911, + "TP": 176985, + "n_pred": 195171, + "n_ref": 188563 + }, + "10": { + "Dice": 0.6480361937523771, + "FN": 11371, + "FP": 50632, + "IoU": 0.4793295432597432, + "TN": 72706577, + "TP": 57080, + "n_pred": 107712, + "n_ref": 68451 + }, + "11": { + "Dice": 0.592823712948518, + "FN": 917, + "FP": 910, + "IoU": 0.4212860310421286, + "TN": 72822503, + "TP": 1330, + "n_pred": 2240, + "n_ref": 2247 + }, + "12": { + "Dice": 0.7122411180333389, + "FN": 759, + "FP": 950, + "IoU": 0.5530857740585774, + "TN": 72821836, + "TP": 2115, + "n_pred": 3065, + "n_ref": 2874 + }, + "13": { + "Dice": 0.664998470212859, + "FN": 19754, + "FP": 10904, + "IoU": 0.4981256241098761, + "TN": 72764573, + "TP": 30429, + "n_pred": 41333, + "n_ref": 50183 + }, + "14": { + "Dice": 0.869326062474068, + "FN": 3556, + "FP": 18490, + "IoU": 0.7688565497284489, + "TN": 72730282, + "TP": 73332, + "n_pred": 91822, + "n_ref": 76888 + }, + "15": { + "Dice": 0.747885245716989, + "FN": 9282, + "FP": 13101, + "IoU": 0.5972976863013205, + "TN": 72770078, + "TP": 33199, + "n_pred": 46300, + "n_ref": 42481 + }, + "2": { + "Dice": 0.9441669750790574, + "FN": 7010, + "FP": 8227, + "IoU": 0.8942389116401749, + "TN": 72681590, + "TP": 128833, + "n_pred": 137060, + "n_ref": 135843 + }, + "3": { + "Dice": 0.9425935939936834, + "FN": 6873, + "FP": 7777, + "IoU": 0.8914203551629065, + "TN": 72690736, + "TP": 120274, + "n_pred": 128051, + "n_ref": 127147 + }, + "4": { + "Dice": 0.848, + "FN": 2948, + "FP": 5678, + "IoU": 0.7361111111111112, + "TN": 72792972, + "TP": 24062, + "n_pred": 29740, + "n_ref": 27010 + }, + "5": { + "Dice": 0.7559234220003791, + "FN": 2657, + "FP": 1206, + "IoU": 0.6076180802437786, + "TN": 72815815, + "TP": 5982, + "n_pred": 7188, + "n_ref": 8639 + }, + "6": { + "Dice": 0.9460925047767075, + "FN": 60998, + "FP": 69688, + "IoU": 0.8976997592907885, + "TN": 71548185, + "TP": 1146789, + "n_pred": 1216477, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.843911856507429, + "FN": 40425, + "FP": 32987, + "IoU": 0.7299718981270322, + "TN": 72553792, + "TP": 198456, + "n_pred": 231443, + "n_ref": 238881 + }, + "8": { + "Dice": 0.9247304401875048, + "FN": 4635, + "FP": 4084, + "IoU": 0.859998715437233, + "TN": 72763382, + "TP": 53559, + "n_pred": 57643, + "n_ref": 58194 + }, + "9": { + "Dice": 0.8426294688270846, + "FN": 14618, + "FP": 9051, + "IoU": 0.728055057677283, + "TN": 72738624, + "TP": 63367, + "n_pred": 72418, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9590995186239974, + "FN": 12683, + "FP": 8414, + "IoU": 0.9214132722430203, + "TN": 71541033, + "TP": 247358, + "n_pred": 255772, + "n_ref": 260041 + }, + "10": { + "Dice": 0.8262123024513398, + "FN": 18776, + "FP": 12751, + "IoU": 0.7038856380730542, + "TN": 71703019, + "TP": 74942, + "n_pred": 87693, + "n_ref": 93718 + }, + "11": { + "Dice": 0.6328510638297873, + "FN": 1510, + "FP": 647, + "IoU": 0.46289840637450197, + "TN": 71805472, + "TP": 1859, + "n_pred": 2506, + "n_ref": 3369 + }, + "12": { + "Dice": 0.5260204543397593, + "FN": 3603, + "FP": 1634, + "IoU": 0.35687093208891074, + "TN": 71801345, + "TP": 2906, + "n_pred": 4540, + "n_ref": 6509 + }, + "13": { + "Dice": 0.647614790811148, + "FN": 29127, + "FP": 8716, + "IoU": 0.4788685844912348, + "TN": 71736871, + "TP": 34774, + "n_pred": 43490, + "n_ref": 63901 + }, + "14": { + "Dice": 0.7170796839590862, + "FN": 229477, + "FP": 1485, + "IoU": 0.558943275738271, + "TN": 71285832, + "TP": 292694, + "n_pred": 294179, + "n_ref": 522171 + }, + "15": { + "Dice": 0.11988323872062107, + "FN": 169143, + "FP": 4, + "IoU": 0.06376371999313654, + "TN": 71628821, + "TP": 11520, + "n_pred": 11524, + "n_ref": 180663 + }, + "2": { + "Dice": 0.9037045294613557, + "FN": 17168, + "FP": 10474, + "IoU": 0.8243256984518392, + "TN": 71652140, + "TP": 129706, + "n_pred": 140180, + "n_ref": 146874 + }, + "3": { + "Dice": 0.9196656839029658, + "FN": 11249, + "FP": 19105, + "IoU": 0.8512787849093582, + "TN": 71605388, + "TP": 173746, + "n_pred": 192851, + "n_ref": 184995 + }, + "4": { + "Dice": 0.7194020219402022, + "FN": 597, + "FP": 9839, + "IoU": 0.5617703871672126, + "TN": 71785674, + "TP": 13378, + "n_pred": 23217, + "n_ref": 13975 + }, + "5": { + "Dice": 0.8366668273169792, + "FN": 1663, + "FP": 1726, + "IoU": 0.7191979451487281, + "TN": 71797419, + "TP": 8680, + "n_pred": 10406, + "n_ref": 10343 + }, + "6": { + "Dice": 0.9602727671100475, + "FN": 44048, + "FP": 55585, + "IoU": 0.92358143245026, + "TN": 70505708, + "TP": 1204147, + "n_pred": 1259732, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.9106400222245895, + "FN": 17156, + "FP": 25625, + "IoU": 0.8359404061127835, + "TN": 71548723, + "TP": 217984, + "n_pred": 243609, + "n_ref": 235140 + }, + "8": { + "Dice": 0.9292432717148662, + "FN": 7139, + "FP": 4145, + "IoU": 0.8678379011478098, + "TN": 71724108, + "TP": 74096, + "n_pred": 78241, + "n_ref": 81235 + }, + "9": { + "Dice": 0.8566095148926209, + "FN": 14963, + "FP": 9541, + "IoU": 0.7491837006254031, + "TN": 71711791, + "TP": 73193, + "n_pred": 82734, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.961820434959465, + "FN": 10844, + "FP": 5300, + "IoU": 0.9264490145516506, + "TN": 135226016, + "TP": 203350, + "n_pred": 208650, + "n_ref": 214194 + }, + "10": { + "Dice": 0.7833743454581501, + "FN": 17963, + "FP": 19187, + "IoU": 0.6438910296965166, + "TN": 135341188, + "TP": 67172, + "n_pred": 86359, + "n_ref": 85135 + }, + "11": { + "Dice": 0.5921601334445371, + "FN": 1772, + "FP": 673, + "IoU": 0.4206161137440758, + "TN": 135441290, + "TP": 1775, + "n_pred": 2448, + "n_ref": 3547 + }, + "12": { + "Dice": 0.3989856297548605, + "FN": 4092, + "FP": 174, + "IoU": 0.249208025343189, + "TN": 135439828, + "TP": 1416, + "n_pred": 1590, + "n_ref": 5508 + }, + "13": { + "Dice": 0.700331292038952, + "FN": 9181, + "FP": 17684, + "IoU": 0.5388536999845512, + "TN": 135387253, + "TP": 31392, + "n_pred": 49076, + "n_ref": 40573 + }, + "14": { + "Dice": 0.9089405438518872, + "FN": 9478, + "FP": 17278, + "IoU": 0.8330806710211924, + "TN": 135285217, + "TP": 133537, + "n_pred": 150815, + "n_ref": 143015 + }, + "15": { + "Dice": 0.6573726778858389, + "FN": 21592, + "FP": 9375, + "IoU": 0.4896166397468438, + "TN": 135384836, + "TP": 29707, + "n_pred": 39082, + "n_ref": 51299 + }, + "2": { + "Dice": 0.8807287571892353, + "FN": 31981, + "FP": 16110, + "IoU": 0.78687696378003, + "TN": 135219861, + "TP": 177558, + "n_pred": 193668, + "n_ref": 209539 + }, + "3": { + "Dice": 0.869660042848884, + "FN": 35068, + "FP": 22423, + "IoU": 0.7693791919386412, + "TN": 135196222, + "TP": 191797, + "n_pred": 214220, + "n_ref": 226865 + }, + "4": { + "Dice": 0.8633485309017224, + "FN": 2756, + "FP": 8034, + "IoU": 0.7595543175487465, + "TN": 135400635, + "TP": 34085, + "n_pred": 42119, + "n_ref": 36841 + }, + "5": { + "Dice": 0.5437797912998669, + "FN": 15381, + "FP": 5867, + "IoU": 0.3734186547138097, + "TN": 135411599, + "TP": 12663, + "n_pred": 18530, + "n_ref": 28044 + }, + "6": { + "Dice": 0.961276259047141, + "FN": 45954, + "FP": 84277, + "IoU": 0.9254397691587635, + "TN": 133698855, + "TP": 1616424, + "n_pred": 1700701, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.8125944306059653, + "FN": 29824, + "FP": 48195, + "IoU": 0.6843444662472438, + "TN": 135198345, + "TP": 169146, + "n_pred": 217341, + "n_ref": 198970 + }, + "8": { + "Dice": 0.8772743710663107, + "FN": 49469, + "FP": 17725, + "IoU": 0.7813791263494212, + "TN": 135138156, + "TP": 240160, + "n_pred": 257885, + "n_ref": 289629 + }, + "9": { + "Dice": 0.8407298020922466, + "FN": 21887, + "FP": 6964, + "IoU": 0.7252233375873827, + "TN": 135340512, + "TP": 76147, + "n_pred": 83111, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9097258506955783, + "FN": 33353, + "FP": 10877, + "IoU": 0.8344010093938021, + "TN": 105486914, + "TP": 222861, + "n_pred": 233738, + "n_ref": 256214 + }, + "10": { + "Dice": 0.418050493278203, + "FN": 32327, + "FP": 46068, + "IoU": 0.2642628551049712, + "TN": 105647452, + "TP": 28158, + "n_pred": 74226, + "n_ref": 60485 + }, + "11": { + "Dice": 0.6894746028975388, + "FN": 494, + "FP": 1285, + "IoU": 0.5261054874800213, + "TN": 105750251, + "TP": 1975, + "n_pred": 3260, + "n_ref": 2469 + }, + "12": { + "Dice": 0.5192087155963303, + "FN": 2593, + "FP": 761, + "IoU": 0.35062923523717326, + "TN": 105748840, + "TP": 1811, + "n_pred": 2572, + "n_ref": 4404 + }, + "13": { + "Dice": 0.5056157256351261, + "FN": 49367, + "FP": 12302, + "IoU": 0.33834384790352345, + "TN": 105660801, + "TP": 31535, + "n_pred": 43837, + "n_ref": 80902 + }, + "14": { + "Dice": 0.9355963346600852, + "FN": 20724, + "FP": 3531, + "IoU": 0.8789863893988984, + "TN": 105553573, + "TP": 176177, + "n_pred": 179708, + "n_ref": 196901 + }, + "15": { + "Dice": 0.8126993378341185, + "FN": 2833, + "FP": 8736, + "IoU": 0.684493291153049, + "TN": 105717337, + "TP": 25099, + "n_pred": 33835, + "n_ref": 27932 + }, + "2": { + "Dice": 0.9328503321455716, + "FN": 11128, + "FP": 9281, + "IoU": 0.8741513587509481, + "TN": 105591834, + "TP": 141762, + "n_pred": 151043, + "n_ref": 152890 + }, + "3": { + "Dice": 0.9477344664614318, + "FN": 7528, + "FP": 10553, + "IoU": 0.9006609418008604, + "TN": 105571992, + "TP": 163932, + "n_pred": 174485, + "n_ref": 171460 + }, + "4": { + "Dice": 0.5320516532514911, + "FN": 22478, + "FP": 9846, + "IoU": 0.3624457593688363, + "TN": 105703305, + "TP": 18376, + "n_pred": 28222, + "n_ref": 40854 + }, + "5": { + "Dice": 0.7413331064698626, + "FN": 3651, + "FP": 2430, + "IoU": 0.5889827644474485, + "TN": 105739210, + "TP": 8714, + "n_pred": 11144, + "n_ref": 12365 + }, + "6": { + "Dice": 0.9569467941479857, + "FN": 46700, + "FP": 87362, + "IoU": 0.9174477282453748, + "TN": 104130040, + "TP": 1489903, + "n_pred": 1577265, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.8620354249651181, + "FN": 21561, + "FP": 57444, + "IoU": 0.7575239545033239, + "TN": 105428179, + "TP": 246821, + "n_pred": 304265, + "n_ref": 268382 + }, + "8": { + "Dice": 0.8996226334754446, + "FN": 4157, + "FP": 14702, + "IoU": 0.8175582857695657, + "TN": 105650635, + "TP": 84511, + "n_pred": 99213, + "n_ref": 88668 + }, + "9": { + "Dice": 0.825998294970162, + "FN": 14251, + "FP": 11262, + "IoU": 0.7035750386317954, + "TN": 105667936, + "TP": 60556, + "n_pred": 71818, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9610576837155549, + "FN": 11263, + "FP": 8348, + "IoU": 0.9250346902343646, + "TN": 96876279, + "TP": 241990, + "n_pred": 250338, + "n_ref": 253253 + }, + "10": { + "Dice": 0.8153650115093719, + "FN": 13393, + "FP": 31525, + "IoU": 0.6882837493667548, + "TN": 96993781, + "TP": 99181, + "n_pred": 130706, + "n_ref": 112574 + }, + "11": { + "Dice": 0.6779071323431018, + "FN": 1028, + "FP": 1379, + "IoU": 0.512753036437247, + "TN": 97132940, + "TP": 2533, + "n_pred": 3912, + "n_ref": 3561 + }, + "12": { + "Dice": 0.7485812978040958, + "FN": 1484, + "FP": 554, + "IoU": 0.598186119873817, + "TN": 97132808, + "TP": 3034, + "n_pred": 3588, + "n_ref": 4518 + }, + "13": { + "Dice": 0.7279332947571121, + "FN": 11528, + "FP": 17153, + "IoU": 0.5722445935868755, + "TN": 97070830, + "TP": 38369, + "n_pred": 55522, + "n_ref": 49897 + }, + "14": { + "Dice": 0.9304498005949878, + "FN": 26609, + "FP": 8950, + "IoU": 0.8699449554706216, + "TN": 96864465, + "TP": 237856, + "n_pred": 246806, + "n_ref": 264465 + }, + "15": { + "Dice": 0.6994890668128341, + "FN": 4506, + "FP": 10845, + "IoU": 0.5378571213535238, + "TN": 97104663, + "TP": 17866, + "n_pred": 28711, + "n_ref": 22372 + }, + "2": { + "Dice": 0.8626597096795773, + "FN": 9044, + "FP": 32018, + "IoU": 0.758488657283512, + "TN": 96967859, + "TP": 128959, + "n_pred": 160977, + "n_ref": 138003 + }, + "3": { + "Dice": 0.8485603845060088, + "FN": 37614, + "FP": 5521, + "IoU": 0.7369560444921456, + "TN": 96973896, + "TP": 120849, + "n_pred": 126370, + "n_ref": 158463 + }, + "4": { + "Dice": 0.9008060593426447, + "FN": 1569, + "FP": 4141, + "IoU": 0.8195151246957676, + "TN": 97106243, + "TP": 25927, + "n_pred": 30068, + "n_ref": 27496 + }, + "5": { + "Dice": 0.7939589319503819, + "FN": 3304, + "FP": 2576, + "IoU": 0.6583183218083561, + "TN": 97120671, + "TP": 11329, + "n_pred": 13905, + "n_ref": 14633 + }, + "6": { + "Dice": 0.9667938266299181, + "FN": 43740, + "FP": 56319, + "IoU": 0.935722077111152, + "TN": 95581218, + "TP": 1456603, + "n_pred": 1512922, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.9374428748279013, + "FN": 11172, + "FP": 21270, + "IoU": 0.8822517421602788, + "TN": 96862360, + "TP": 243078, + "n_pred": 264348, + "n_ref": 254250 + }, + "8": { + "Dice": 0.9262880318287662, + "FN": 7922, + "FP": 11198, + "IoU": 0.8626969422781392, + "TN": 96998626, + "TP": 120134, + "n_pred": 131332, + "n_ref": 128056 + }, + "9": { + "Dice": 0.8190417826571658, + "FN": 5764, + "FP": 21993, + "IoU": 0.6935400174444923, + "TN": 97047307, + "TP": 62816, + "n_pred": 84809, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9622748353558748, + "FN": 3578, + "FP": 9746, + "IoU": 0.9272925704619246, + "TN": 130583537, + "TP": 169931, + "n_pred": 179677, + "n_ref": 173509 + }, + "10": { + "Dice": 0.7753553020142301, + "FN": 12790, + "FP": 24561, + "IoU": 0.6331267373218478, + "TN": 130664983, + "TP": 64458, + "n_pred": 89019, + "n_ref": 77248 + }, + "11": { + "Dice": 0.7268656716417911, + "FN": 1127, + "FP": 1069, + "IoU": 0.570926143024619, + "TN": 130761674, + "TP": 2922, + "n_pred": 3991, + "n_ref": 4049 + }, + "12": { + "Dice": 0.7262328025970011, + "FN": 979, + "FP": 792, + "IoU": 0.5701456310679611, + "TN": 130762672, + "TP": 2349, + "n_pred": 3141, + "n_ref": 3328 + }, + "13": { + "Dice": 0.7708128769813438, + "FN": 17406, + "FP": 8736, + "IoU": 0.6270915652682482, + "TN": 130696689, + "TP": 43961, + "n_pred": 52697, + "n_ref": 61367 + }, + "14": { + "Dice": 0.9536241204041503, + "FN": 5205, + "FP": 9795, + "IoU": 0.9113590431504178, + "TN": 130597570, + "TP": 154222, + "n_pred": 164017, + "n_ref": 159427 + }, + "15": { + "Dice": 0.8503182510031825, + "FN": 4209, + "FP": 4445, + "IoU": 0.7396118549721679, + "TN": 130733557, + "TP": 24581, + "n_pred": 29026, + "n_ref": 28790 + }, + "2": { + "Dice": 0.8924581932735074, + "FN": 18448, + "FP": 17192, + "IoU": 0.8058009077881246, + "TN": 130583269, + "TP": 147883, + "n_pred": 165075, + "n_ref": 166331 + }, + "3": { + "Dice": 0.9046214007448823, + "FN": 12909, + "FP": 19384, + "IoU": 0.8258527246744142, + "TN": 130581357, + "TP": 153142, + "n_pred": 172526, + "n_ref": 166051 + }, + "4": { + "Dice": 0.7760602016607354, + "FN": 9001, + "FP": 3081, + "IoU": 0.6340672986643244, + "TN": 130733775, + "TP": 20935, + "n_pred": 24016, + "n_ref": 29936 + }, + "5": { + "Dice": 0.5320982253247865, + "FN": 17322, + "FP": 7277, + "IoU": 0.362488985642461, + "TN": 130728206, + "TP": 13987, + "n_pred": 21264, + "n_ref": 31309 + }, + "6": { + "Dice": 0.9615679293743046, + "FN": 33118, + "FP": 71118, + "IoU": 0.9259805783876867, + "TN": 129358567, + "TP": 1303989, + "n_pred": 1375107, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.934869715199563, + "FN": 21153, + "FP": 37981, + "IoU": 0.8777045667936484, + "TN": 130283258, + "TP": 424400, + "n_pred": 462381, + "n_ref": 445553 + }, + "8": { + "Dice": 0.901335990444406, + "FN": 14024, + "FP": 33307, + "IoU": 0.8203927521108054, + "TN": 130503267, + "TP": 216194, + "n_pred": 249501, + "n_ref": 230218 + }, + "9": { + "Dice": 0.8573182637050755, + "FN": 16845, + "FP": 11509, + "IoU": 0.7502686325283165, + "TN": 130653254, + "TP": 85184, + "n_pred": 96693, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7800567871724547, + "FN": 31473, + "FP": 64038, + "IoU": 0.63942057217931, + "TN": 71971126, + "TP": 169371, + "n_pred": 233409, + "n_ref": 200844 + }, + "10": { + "Dice": 0.3990264349942533, + "FN": 42006, + "FP": 20217, + "IoU": 0.24923986486486485, + "TN": 72153128, + "TP": 20657, + "n_pred": 40874, + "n_ref": 62663 + }, + "11": { + "Dice": 0.4090121317157712, + "FN": 1979, + "FP": 67, + "IoU": 0.2570806100217865, + "TN": 72233254, + "TP": 708, + "n_pred": 775, + "n_ref": 2687 + }, + "12": { + "Dice": 0.42873260624294846, + "FN": 2931, + "FP": 107, + "IoU": 0.2728578267113451, + "TN": 72231830, + "TP": 1140, + "n_pred": 1247, + "n_ref": 4071 + }, + "13": { + "Dice": 0.33109868428224165, + "FN": 55251, + "FP": 6112, + "IoU": 0.19839320705421293, + "TN": 72159458, + "TP": 15187, + "n_pred": 21299, + "n_ref": 70438 + }, + "14": { + "Dice": 0.371518527488496, + "FN": 40097, + "FP": 74083, + "IoU": 0.22813801308744794, + "TN": 72088080, + "TP": 33748, + "n_pred": 107831, + "n_ref": 73845 + }, + "15": { + "Dice": 0.7629834880819276, + "FN": 4773, + "FP": 9854, + "IoU": 0.6167932931621692, + "TN": 72197838, + "TP": 23543, + "n_pred": 33397, + "n_ref": 28316 + }, + "2": { + "Dice": 0.24861028491723247, + "FN": 109115, + "FP": 778, + "IoU": 0.14195029397296854, + "TN": 72107935, + "TP": 18180, + "n_pred": 18958, + "n_ref": 127295 + }, + "3": { + "Dice": 0.7042517802723196, + "FN": 7984, + "FP": 126619, + "IoU": 0.5435097417462228, + "TN": 71941143, + "TP": 160262, + "n_pred": 286881, + "n_ref": 168246 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 7260, + "IoU": 0.0, + "TN": 72228748, + "TP": 0, + "n_pred": 7260, + "n_ref": 0 + }, + "5": { + "Dice": 0.8406474038670433, + "FN": 488, + "FP": 2446, + "IoU": 0.7251007214466411, + "TN": 72225335, + "TP": 7739, + "n_pred": 10185, + "n_ref": 8227 + }, + "6": { + "Dice": 0.8192581749223916, + "FN": 271035, + "FP": 276430, + "IoU": 0.6938503892402922, + "TN": 70447781, + "TP": 1240762, + "n_pred": 1517192, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.5651561468499418, + "FN": 70449, + "FP": 343211, + "IoU": 0.39387989543893376, + "TN": 71553536, + "TP": 268812, + "n_pred": 612023, + "n_ref": 339261 + }, + "8": { + "Dice": 0.9269470207089315, + "FN": 5563, + "FP": 4212, + "IoU": 0.8638408714184229, + "TN": 72164217, + "TP": 62016, + "n_pred": 66228, + "n_ref": 67579 + }, + "9": { + "Dice": 0.6026270060308698, + "FN": 26038, + "FP": 5062, + "IoU": 0.4312570864269778, + "TN": 72181326, + "TP": 23582, + "n_pred": 28644, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7450879611242203, + "FN": 9262, + "FP": 45293, + "IoU": 0.5937372007297911, + "TN": 52418835, + "TP": 79730, + "n_pred": 125023, + "n_ref": 88992 + }, + "10": { + "Dice": 0.3632648329033941, + "FN": 34651, + "FP": 9285, + "IoU": 0.22194478386371283, + "TN": 52496651, + "TP": 12533, + "n_pred": 21818, + "n_ref": 47184 + }, + "11": { + "Dice": 0.0, + "FN": 2042, + "FP": 25, + "IoU": 0.0, + "TN": 52551053, + "TP": 0, + "n_pred": 25, + "n_ref": 2042 + }, + "12": { + "Dice": 0.0, + "FN": 4066, + "FP": 109, + "IoU": 0.0, + "TN": 52548945, + "TP": 0, + "n_pred": 109, + "n_ref": 4066 + }, + "13": { + "Dice": 0.18206388206388208, + "FN": 19392, + "FP": 582, + "IoU": 0.10014866873901879, + "TN": 52530923, + "TP": 2223, + "n_pred": 2805, + "n_ref": 21615 + }, + "14": { + "Dice": 0.2506373391830201, + "FN": 47382, + "FP": 3176, + "IoU": 0.14327351600494806, + "TN": 52494107, + "TP": 8455, + "n_pred": 11631, + "n_ref": 55837 + }, + "15": { + "Dice": 0.16248486384500577, + "FN": 22384, + "FP": 7357, + "IoU": 0.08842640838594985, + "TN": 52520494, + "TP": 2885, + "n_pred": 10242, + "n_ref": 25269 + }, + "2": { + "Dice": 0.5871065225221853, + "FN": 72324, + "FP": 15939, + "IoU": 0.4155348806409959, + "TN": 52402105, + "TP": 62752, + "n_pred": 78691, + "n_ref": 135076 + }, + "3": { + "Dice": 0.7514341062759019, + "FN": 33124, + "FP": 39629, + "IoU": 0.6018377644728057, + "TN": 52370398, + "TP": 109969, + "n_pred": 149598, + "n_ref": 143093 + }, + "4": { + "Dice": 0.0, + "FN": 1880, + "FP": 0, + "IoU": 0.0, + "TN": 52551240, + "TP": 0, + "n_pred": 0, + "n_ref": 1880 + }, + "5": { + "Dice": 0.7357452966714906, + "FN": 1198, + "FP": 2454, + "IoU": 0.581959706959707, + "TN": 52544384, + "TP": 5084, + "n_pred": 7538, + "n_ref": 6282 + }, + "6": { + "Dice": 0.9074338680548178, + "FN": 89490, + "FP": 49922, + "IoU": 0.8305528073062647, + "TN": 51730374, + "TP": 683334, + "n_pred": 733256, + "n_ref": 772824 + }, + "7": { + "Dice": 0.5017285220422274, + "FN": 122820, + "FP": 16700, + "IoU": 0.3348715699548064, + "TN": 52343356, + "TP": 70244, + "n_pred": 86944, + "n_ref": 193064 + }, + "8": { + "Dice": 0.8505324740618858, + "FN": 13010, + "FP": 3341, + "IoU": 0.7399360615844639, + "TN": 52490247, + "TP": 46522, + "n_pred": 49863, + "n_ref": 59532 + }, + "9": { + "Dice": 0.8321569931814402, + "FN": 15543, + "FP": 9688, + "IoU": 0.712558955546948, + "TN": 52465342, + "TP": 62547, + "n_pred": 72235, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9407451872268112, + "FN": 14546, + "FP": 20497, + "IoU": 0.888119813932105, + "TN": 143824031, + "TP": 278176, + "n_pred": 298673, + "n_ref": 292722 + }, + "10": { + "Dice": 0.7912963831248842, + "FN": 25710, + "FP": 12570, + "IoU": 0.6546653555737986, + "TN": 144026401, + "TP": 72569, + "n_pred": 85139, + "n_ref": 98279 + }, + "11": { + "Dice": 0.6148219441770933, + "FN": 3425, + "FP": 577, + "IoU": 0.44385769872151193, + "TN": 144130054, + "TP": 3194, + "n_pred": 3771, + "n_ref": 6619 + }, + "12": { + "Dice": 0.5604705305722338, + "FN": 3359, + "FP": 228, + "IoU": 0.38934286687095676, + "TN": 144131376, + "TP": 2287, + "n_pred": 2515, + "n_ref": 5646 + }, + "13": { + "Dice": 0.7955190576663277, + "FN": 25689, + "FP": 14724, + "IoU": 0.660466288594833, + "TN": 144018225, + "TP": 78612, + "n_pred": 93336, + "n_ref": 104301 + }, + "14": { + "Dice": 0.9261098224980241, + "FN": 50948, + "FP": 6361, + "IoU": 0.862387832480496, + "TN": 143720797, + "TP": 359144, + "n_pred": 365505, + "n_ref": 410092 + }, + "15": { + "Dice": 0.813846566191782, + "FN": 2929, + "FP": 6100, + "IoU": 0.6861225057359382, + "TN": 144108484, + "TP": 19737, + "n_pred": 25837, + "n_ref": 22666 + }, + "2": { + "Dice": 0.9574144542021668, + "FN": 6449, + "FP": 5257, + "IoU": 0.9183078147026393, + "TN": 143993956, + "TP": 131588, + "n_pred": 136845, + "n_ref": 138037 + }, + "3": { + "Dice": 0.9588960572225084, + "FN": 9439, + "FP": 4686, + "IoU": 0.9210377732931581, + "TN": 143958367, + "TP": 164758, + "n_pred": 169444, + "n_ref": 174197 + }, + "4": { + "Dice": 0.9224754096808702, + "FN": 2449, + "FP": 5740, + "IoU": 0.8561061324898963, + "TN": 144080340, + "TP": 48721, + "n_pred": 54461, + "n_ref": 51170 + }, + "5": { + "Dice": 0.6937138593545981, + "FN": 13537, + "FP": 2883, + "IoU": 0.5310581179494502, + "TN": 144102235, + "TP": 18595, + "n_pred": 21478, + "n_ref": 32132 + }, + "6": { + "Dice": 0.9385721147310058, + "FN": 50326, + "FP": 120921, + "IoU": 0.8842542463383147, + "TN": 142657740, + "TP": 1308263, + "n_pred": 1429184, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.894177674290975, + "FN": 24216, + "FP": 29003, + "IoU": 0.808608809482709, + "TN": 143859186, + "TP": 224845, + "n_pred": 253848, + "n_ref": 249061 + }, + "8": { + "Dice": 0.8778297314857222, + "FN": 23075, + "FP": 34276, + "IoU": 0.7822607282653677, + "TN": 143873857, + "TP": 206042, + "n_pred": 240318, + "n_ref": 229117 + }, + "9": { + "Dice": 0.8764497549083718, + "FN": 10692, + "FP": 12925, + "IoU": 0.7800717046142385, + "TN": 144029865, + "TP": 83768, + "n_pred": 96693, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9049051789029405, + "FN": 9046, + "FP": 34033, + "IoU": 0.826325868290028, + "TN": 111530875, + "TP": 204966, + "n_pred": 238999, + "n_ref": 214012 + }, + "10": { + "Dice": 0.6049379670966628, + "FN": 21476, + "FP": 10558, + "IoU": 0.43362800565770865, + "TN": 111722360, + "TP": 24526, + "n_pred": 35084, + "n_ref": 46002 + }, + "11": { + "Dice": 0.6755583126550868, + "FN": 1617, + "FP": 475, + "IoU": 0.5100702576112413, + "TN": 111774650, + "TP": 2178, + "n_pred": 2653, + "n_ref": 3795 + }, + "12": { + "Dice": 0.6002281151981751, + "FN": 2555, + "FP": 249, + "IoU": 0.42880423711550214, + "TN": 111774011, + "TP": 2105, + "n_pred": 2354, + "n_ref": 4660 + }, + "13": { + "Dice": 0.5601185185185186, + "FN": 24587, + "FP": 19951, + "IoU": 0.38900321014075234, + "TN": 111706026, + "TP": 28356, + "n_pred": 48307, + "n_ref": 52943 + }, + "14": { + "Dice": 0.8401997982805821, + "FN": 4507, + "FP": 28765, + "IoU": 0.7244349475323213, + "TN": 111658179, + "TP": 87469, + "n_pred": 116234, + "n_ref": 91976 + }, + "15": { + "Dice": 0.6403186009263668, + "FN": 3336, + "FP": 4973, + "IoU": 0.47093282394141994, + "TN": 111763215, + "TP": 7396, + "n_pred": 12369, + "n_ref": 10732 + }, + "2": { + "Dice": 0.8539681162093112, + "FN": 48874, + "FP": 4970, + "IoU": 0.7451521447943241, + "TN": 111567641, + "TP": 157435, + "n_pred": 162405, + "n_ref": 206309 + }, + "3": { + "Dice": 0.7095231116452209, + "FN": 2922, + "FP": 46629, + "IoU": 0.5498146600283461, + "TN": 111668852, + "TP": 60517, + "n_pred": 107146, + "n_ref": 63439 + }, + "4": { + "Dice": 0.8824089563762707, + "FN": 1536, + "FP": 3033, + "IoU": 0.7895633750921149, + "TN": 111757208, + "TP": 17143, + "n_pred": 20176, + "n_ref": 18679 + }, + "5": { + "Dice": 0.5197065270880866, + "FN": 14799, + "FP": 6673, + "IoU": 0.35108344162712685, + "TN": 111745831, + "TP": 11617, + "n_pred": 18290, + "n_ref": 26416 + }, + "6": { + "Dice": 0.9588597475490056, + "FN": 56331, + "FP": 44791, + "IoU": 0.9209707772720452, + "TN": 110499368, + "TP": 1178430, + "n_pred": 1223221, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.8485263312630922, + "FN": 53678, + "FP": 12270, + "IoU": 0.7369046764168482, + "TN": 111528258, + "TP": 184714, + "n_pred": 196984, + "n_ref": 238392 + }, + "8": { + "Dice": 0.8850195973483644, + "FN": 39139, + "FP": 22730, + "IoU": 0.7937535002800225, + "TN": 111478944, + "TP": 238107, + "n_pred": 260837, + "n_ref": 277246 + }, + "9": { + "Dice": 0.8238364737998535, + "FN": 18473, + "FP": 7985, + "IoU": 0.700443820479145, + "TN": 111690596, + "TP": 61866, + "n_pred": 69851, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9014714574583916, + "FN": 20515, + "FP": 11157, + "IoU": 0.8206172371021914, + "TN": 198911314, + "TP": 144889, + "n_pred": 156046, + "n_ref": 165404 + }, + "10": { + "Dice": 0.7727754731546755, + "FN": 17580, + "FP": 9205, + "IoU": 0.6296936349057125, + "TN": 199015543, + "TP": 45547, + "n_pred": 54752, + "n_ref": 63127 + }, + "11": { + "Dice": 0.7477436823104693, + "FN": 1121, + "FP": 1115, + "IoU": 0.5971171171171171, + "TN": 199082325, + "TP": 3314, + "n_pred": 4429, + "n_ref": 4435 + }, + "12": { + "Dice": 0.6273770234166274, + "FN": 1339, + "FP": 1032, + "IoU": 0.457064346233112, + "TN": 199083508, + "TP": 1996, + "n_pred": 3028, + "n_ref": 3335 + }, + "13": { + "Dice": 0.22507476046137884, + "FN": 30062, + "FP": 8031, + "IoU": 0.1268080229226361, + "TN": 199044250, + "TP": 5532, + "n_pred": 13563, + "n_ref": 35594 + }, + "14": { + "Dice": 0.5530495762097465, + "FN": 25970, + "FP": 7937, + "IoU": 0.3822173635783912, + "TN": 199032990, + "TP": 20978, + "n_pred": 28915, + "n_ref": 46948 + }, + "15": { + "Dice": 0.6145057574398086, + "FN": 76928, + "FP": 406, + "IoU": 0.4435281927294707, + "TN": 198948903, + "TP": 61638, + "n_pred": 62044, + "n_ref": 138566 + }, + "2": { + "Dice": 0.9246679167742732, + "FN": 6053, + "FP": 14074, + "IoU": 0.8598905688747808, + "TN": 198944223, + "TP": 123525, + "n_pred": 137599, + "n_ref": 129578 + }, + "3": { + "Dice": 0.948681943861376, + "FN": 7763, + "FP": 6417, + "IoU": 0.9023738708966733, + "TN": 198942627, + "TP": 131068, + "n_pred": 137485, + "n_ref": 138831 + }, + "4": { + "Dice": 0.7880984988855769, + "FN": 2446, + "FP": 5445, + "IoU": 0.6502991358298249, + "TN": 199065310, + "TP": 14674, + "n_pred": 20119, + "n_ref": 17120 + }, + "5": { + "Dice": 0.6417249417249418, + "FN": 9056, + "FP": 3240, + "IoU": 0.47245580916423546, + "TN": 199064567, + "TP": 11012, + "n_pred": 14252, + "n_ref": 20068 + }, + "6": { + "Dice": 0.9598220271359151, + "FN": 48995, + "FP": 43600, + "IoU": 0.9227478875495575, + "TN": 197889267, + "TP": 1106013, + "n_pred": 1149613, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.8323908617959738, + "FN": 14496, + "FP": 42561, + "IoU": 0.712901975978303, + "TN": 198889138, + "TP": 141680, + "n_pred": 184241, + "n_ref": 156176 + }, + "8": { + "Dice": 0.903150785834292, + "FN": 9230, + "FP": 14174, + "IoU": 0.8234046887850961, + "TN": 198955346, + "TP": 109125, + "n_pred": 123299, + "n_ref": 118355 + }, + "9": { + "Dice": 0.8903841639934278, + "FN": 12359, + "FP": 10057, + "IoU": 0.8024256099280779, + "TN": 198974419, + "TP": 91040, + "n_pred": 101097, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8071145908684737, + "FN": 13663, + "FP": 67931, + "IoU": 0.6766069772419205, + "TN": 130822886, + "TP": 170712, + "n_pred": 238643, + "n_ref": 184375 + }, + "10": { + "Dice": 0.7884580640273221, + "FN": 15078, + "FP": 21219, + "IoU": 0.6507889166827016, + "TN": 130971252, + "TP": 67643, + "n_pred": 88862, + "n_ref": 82721 + }, + "11": { + "Dice": 0.6774824531124152, + "FN": 1127, + "FP": 1676, + "IoU": 0.5122672698799373, + "TN": 131069445, + "TP": 2944, + "n_pred": 4620, + "n_ref": 4071 + }, + "12": { + "Dice": 0.7200782693771062, + "FN": 1323, + "FP": 1252, + "IoU": 0.5625955495158824, + "TN": 131069305, + "TP": 3312, + "n_pred": 4564, + "n_ref": 4635 + }, + "13": { + "Dice": 0.48799061874870664, + "FN": 54786, + "FP": 19440, + "IoU": 0.3227431157502874, + "TN": 130965594, + "TP": 35372, + "n_pred": 54812, + "n_ref": 90158 + }, + "14": { + "Dice": 0.6222110363052916, + "FN": 7169, + "FP": 52873, + "IoU": 0.4516011179511536, + "TN": 130965706, + "TP": 49444, + "n_pred": 102317, + "n_ref": 56613 + }, + "15": { + "Dice": 0.6851942807247325, + "FN": 2468, + "FP": 20606, + "IoU": 0.5211372833869461, + "TN": 131027007, + "TP": 25111, + "n_pred": 45717, + "n_ref": 27579 + }, + "2": { + "Dice": 0.9095902062638598, + "FN": 10542, + "FP": 19220, + "IoU": 0.8341728141924268, + "TN": 130895716, + "TP": 149714, + "n_pred": 168934, + "n_ref": 160256 + }, + "3": { + "Dice": 0.8373286069698274, + "FN": 11019, + "FP": 58551, + "IoU": 0.7201764935383576, + "TN": 130826571, + "TP": 179051, + "n_pred": 237602, + "n_ref": 190070 + }, + "4": { + "Dice": 0.8471308686777047, + "FN": 17055, + "FP": 3165, + "IoU": 0.7348022821168602, + "TN": 130998947, + "TP": 56025, + "n_pred": 59190, + "n_ref": 73080 + }, + "5": { + "Dice": 0.7330003222687722, + "FN": 5601, + "FP": 1027, + "IoU": 0.5785323667811268, + "TN": 131059466, + "TP": 9098, + "n_pred": 10125, + "n_ref": 14699 + }, + "6": { + "Dice": 0.9512438795060435, + "FN": 44514, + "FP": 101404, + "IoU": 0.90702105181328, + "TN": 129505826, + "TP": 1423448, + "n_pred": 1524852, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.7113692885393352, + "FN": 76516, + "FP": 492051, + "IoU": 0.552035026181393, + "TN": 129805970, + "TP": 700655, + "n_pred": 1192706, + "n_ref": 777171 + }, + "8": { + "Dice": 0.9210006456027494, + "FN": 9068, + "FP": 11367, + "IoU": 0.8535692276824741, + "TN": 130935638, + "TP": 119119, + "n_pred": 130486, + "n_ref": 128187 + }, + "9": { + "Dice": 0.7127068177694198, + "FN": 22338, + "FP": 12494, + "IoU": 0.5536476286889552, + "TN": 130997155, + "TP": 43205, + "n_pred": 55699, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8171556773499877, + "FN": 5015, + "FP": 89197, + "IoU": 0.6908395819318425, + "TN": 101312465, + "TP": 210523, + "n_pred": 299720, + "n_ref": 215538 + }, + "10": { + "Dice": 0.8030479084733643, + "FN": 9885, + "FP": 7743, + "IoU": 0.670910652279431, + "TN": 101563634, + "TP": 35938, + "n_pred": 43681, + "n_ref": 45823 + }, + "11": { + "Dice": 0.7805472471474465, + "FN": 1436, + "FP": 545, + "IoU": 0.6400799418604651, + "TN": 101611696, + "TP": 3523, + "n_pred": 4068, + "n_ref": 4959 + }, + "12": { + "Dice": 0.8043735224586288, + "FN": 1407, + "FP": 579, + "IoU": 0.6727632229362334, + "TN": 101611131, + "TP": 4083, + "n_pred": 4662, + "n_ref": 5490 + }, + "13": { + "Dice": 0.7717657174199861, + "FN": 8023, + "FP": 22769, + "IoU": 0.6283538314846777, + "TN": 101534347, + "TP": 52061, + "n_pred": 74830, + "n_ref": 60084 + }, + "14": { + "Dice": 0.9027838078488223, + "FN": 429, + "FP": 12782, + "IoU": 0.82279482777122, + "TN": 101542648, + "TP": 61341, + "n_pred": 74123, + "n_ref": 61770 + }, + "15": { + "Dice": 0.7920100373549288, + "FN": 5491, + "FP": 9097, + "IoU": 0.6556428959233294, + "TN": 101574837, + "TP": 27775, + "n_pred": 36872, + "n_ref": 33266 + }, + "2": { + "Dice": 0.8340023039281647, + "FN": 45284, + "FP": 5295, + "IoU": 0.7152692554520992, + "TN": 101439562, + "TP": 127059, + "n_pred": 132354, + "n_ref": 172343 + }, + "3": { + "Dice": 0.8683361222416989, + "FN": 9254, + "FP": 40395, + "IoU": 0.7673092154905352, + "TN": 101403831, + "TP": 163720, + "n_pred": 204115, + "n_ref": 172974 + }, + "4": { + "Dice": 0.3015424900781474, + "FN": 1473, + "FP": 66811, + "IoU": 0.17753902486028136, + "TN": 101534176, + "TP": 14740, + "n_pred": 81551, + "n_ref": 16213 + }, + "5": { + "Dice": 0.7174533556112503, + "FN": 9760, + "FP": 6474, + "IoU": 0.5593974759126069, + "TN": 101580355, + "TP": 20611, + "n_pred": 27085, + "n_ref": 30371 + }, + "6": { + "Dice": 0.9304406490785783, + "FN": 184196, + "FP": 17581, + "IoU": 0.8699289555806388, + "TN": 100065917, + "TP": 1349506, + "n_pred": 1367087, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.9408644470446407, + "FN": 29804, + "FP": 20230, + "IoU": 0.8883324182813985, + "TN": 101169138, + "TP": 398028, + "n_pred": 418258, + "n_ref": 427832 + }, + "8": { + "Dice": 0.9080714489548406, + "FN": 28289, + "FP": 12945, + "IoU": 0.8316216734928886, + "TN": 101372311, + "TP": 203655, + "n_pred": 216600, + "n_ref": 231944 + }, + "9": { + "Dice": 0.8368051828324988, + "FN": 14736, + "FP": 11109, + "IoU": 0.719402434125528, + "TN": 101525093, + "TP": 66262, + "n_pred": 77371, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9174652126771732, + "FN": 13161, + "FP": 22540, + "IoU": 0.847515685797146, + "TN": 118948083, + "TP": 198428, + "n_pred": 220968, + "n_ref": 211589 + }, + "10": { + "Dice": 0.8186226594731831, + "FN": 16261, + "FP": 12315, + "IoU": 0.6929391917303332, + "TN": 119089149, + "TP": 64487, + "n_pred": 76802, + "n_ref": 80748 + }, + "11": { + "Dice": 0.5899367279300994, + "FN": 2080, + "FP": 642, + "IoU": 0.4183760683760684, + "TN": 119177532, + "TP": 1958, + "n_pred": 2600, + "n_ref": 4038 + }, + "12": { + "Dice": 0.4007362608467, + "FN": 2611, + "FP": 1947, + "IoU": 0.2505754685958566, + "TN": 119176130, + "TP": 1524, + "n_pred": 3471, + "n_ref": 4135 + }, + "13": { + "Dice": 0.6742165812697667, + "FN": 8666, + "FP": 14923, + "IoU": 0.5085420225842744, + "TN": 119134214, + "TP": 24409, + "n_pred": 39332, + "n_ref": 33075 + }, + "14": { + "Dice": 0.07821539427757045, + "FN": 62629, + "FP": 13692, + "IoU": 0.04069935519551528, + "TN": 119102653, + "TP": 3238, + "n_pred": 16930, + "n_ref": 65867 + }, + "15": { + "Dice": 0.6612104125037637, + "FN": 8642, + "FP": 3735, + "IoU": 0.49388673072991207, + "TN": 119157757, + "TP": 12078, + "n_pred": 15813, + "n_ref": 20720 + }, + "2": { + "Dice": 0.8973945639938361, + "FN": 29261, + "FP": 8293, + "IoU": 0.813885488579089, + "TN": 118980433, + "TP": 164225, + "n_pred": 172518, + "n_ref": 193486 + }, + "3": { + "Dice": 0.9160848405933752, + "FN": 13374, + "FP": 20267, + "IoU": 0.8451628641257071, + "TN": 118964945, + "TP": 183626, + "n_pred": 203893, + "n_ref": 197000 + }, + "4": { + "Dice": 0.8009643516367608, + "FN": 11443, + "FP": 4408, + "IoU": 0.6680071211645199, + "TN": 119134467, + "TP": 31894, + "n_pred": 36302, + "n_ref": 43337 + }, + "5": { + "Dice": 0.7878419863036805, + "FN": 6045, + "FP": 244, + "IoU": 0.6499499053768228, + "TN": 119164246, + "TP": 11677, + "n_pred": 11921, + "n_ref": 17722 + }, + "6": { + "Dice": 0.9455093614858509, + "FN": 72991, + "FP": 119026, + "IoU": 0.8966503133855598, + "TN": 117324277, + "TP": 1665918, + "n_pred": 1784944, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.8539588251719848, + "FN": 45326, + "FP": 40969, + "IoU": 0.7451379967217472, + "TN": 118843617, + "TP": 252300, + "n_pred": 293269, + "n_ref": 297626 + }, + "8": { + "Dice": 0.9510845194144639, + "FN": 4750, + "FP": 3213, + "IoU": 0.9067313210817902, + "TN": 119096835, + "TP": 77414, + "n_pred": 80627, + "n_ref": 82164 + }, + "9": { + "Dice": 0.8657091290025369, + "FN": 16930, + "FP": 4350, + "IoU": 0.7632161653926183, + "TN": 119092341, + "TP": 68591, + "n_pred": 72941, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 80111, + "IoU": 0.0, + "TN": 61252369, + "TP": 0, + "n_pred": 80111, + "n_ref": 0 + }, + "10": { + "Dice": 0.7396764851310306, + "FN": 8249, + "FP": 10178, + "IoU": 0.5868941398018204, + "TN": 61287874, + "TP": 26179, + "n_pred": 36357, + "n_ref": 34428 + }, + "11": { + "Dice": 0.7679958570688762, + "FN": 898, + "FP": 894, + "IoU": 0.6233711643547709, + "TN": 61327722, + "TP": 2966, + "n_pred": 3860, + "n_ref": 3864 + }, + "12": { + "Dice": 0.5195631135075349, + "FN": 2971, + "FP": 504, + "IoU": 0.35095255883451626, + "TN": 61327126, + "TP": 1879, + "n_pred": 2383, + "n_ref": 4850 + }, + "13": { + "Dice": 0.47906286441217005, + "FN": 30101, + "FP": 19039, + "IoU": 0.31497874120025093, + "TN": 61260745, + "TP": 22595, + "n_pred": 41634, + "n_ref": 52696 + }, + "14": { + "Dice": 0.8490072901796494, + "FN": 70150, + "FP": 1140, + "IoU": 0.73763046710536, + "TN": 61060764, + "TP": 200426, + "n_pred": 201566, + "n_ref": 270576 + }, + "15": { + "Dice": 0.36789525577079224, + "FN": 72855, + "FP": 14335, + "IoU": 0.22541154731128346, + "TN": 61219917, + "TP": 25373, + "n_pred": 39708, + "n_ref": 98228 + }, + "2": { + "Dice": 0.7307747964569418, + "FN": 64992, + "FP": 5706, + "IoU": 0.5757644856223897, + "TN": 61165832, + "TP": 95950, + "n_pred": 101656, + "n_ref": 160942 + }, + "3": { + "Dice": 0.7685229206285658, + "FN": 5792, + "FP": 68214, + "IoU": 0.6240659558364108, + "TN": 61135621, + "TP": 122853, + "n_pred": 191067, + "n_ref": 128645 + }, + "4": { + "Dice": 0.9164728321548195, + "FN": 2788, + "FP": 4394, + "IoU": 0.8458235837107958, + "TN": 61285897, + "TP": 39401, + "n_pred": 43795, + "n_ref": 42189 + }, + "5": { + "Dice": 0.6815506393342805, + "FN": 3535, + "FP": 1172, + "IoU": 0.5169334975369458, + "TN": 61322736, + "TP": 5037, + "n_pred": 6209, + "n_ref": 8572 + }, + "6": { + "Dice": 0.9473794751707988, + "FN": 28791, + "FP": 101991, + "IoU": 0.9000199528928254, + "TN": 60024399, + "TP": 1177299, + "n_pred": 1279290, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.5536221228905316, + "FN": 114618, + "FP": 29883, + "IoU": 0.38276451240869674, + "TN": 61098370, + "TP": 89609, + "n_pred": 119492, + "n_ref": 204227 + }, + "8": { + "Dice": 0.9197889148945516, + "FN": 8921, + "FP": 3862, + "IoU": 0.8514899796688934, + "TN": 61246405, + "TP": 73292, + "n_pred": 77154, + "n_ref": 82213 + }, + "9": { + "Dice": 0.841365115007053, + "FN": 4921, + "FP": 17121, + "IoU": 0.7261693272874091, + "TN": 61251985, + "TP": 58453, + "n_pred": 75574, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.964274345740206, + "FN": 7517, + "FP": 5053, + "IoU": 0.9310132869397231, + "TN": 148925291, + "TP": 169639, + "n_pred": 174692, + "n_ref": 177156 + }, + "10": { + "Dice": 0.8032153448833876, + "FN": 11999, + "FP": 17794, + "IoU": 0.6711444213872577, + "TN": 149016904, + "TP": 60803, + "n_pred": 78597, + "n_ref": 72802 + }, + "11": { + "Dice": 0.7618274111675127, + "FN": 728, + "FP": 445, + "IoU": 0.6152836995736307, + "TN": 149104451, + "TP": 1876, + "n_pred": 2321, + "n_ref": 2604 + }, + "12": { + "Dice": 0.581207218419415, + "FN": 1163, + "FP": 183, + "IoU": 0.40964912280701754, + "TN": 149105220, + "TP": 934, + "n_pred": 1117, + "n_ref": 2097 + }, + "13": { + "Dice": 0.597052585953343, + "FN": 45798, + "FP": 6262, + "IoU": 0.42557018172990985, + "TN": 149016871, + "TP": 38569, + "n_pred": 44831, + "n_ref": 84367 + }, + "14": { + "Dice": 0.8762890139932561, + "FN": 3798, + "FP": 21407, + "IoU": 0.7798170747687228, + "TN": 148993027, + "TP": 89268, + "n_pred": 110675, + "n_ref": 93066 + }, + "15": { + "Dice": 0.7965241331842038, + "FN": 10269, + "FP": 3921, + "IoU": 0.6618530168716042, + "TN": 149065536, + "TP": 27774, + "n_pred": 31695, + "n_ref": 38043 + }, + "2": { + "Dice": 0.9457180718393179, + "FN": 2494, + "FP": 15243, + "IoU": 0.8970257827422248, + "TN": 148935253, + "TP": 154510, + "n_pred": 169753, + "n_ref": 157004 + }, + "3": { + "Dice": 0.8075283964265972, + "FN": 14799, + "FP": 6789, + "IoU": 0.677188785046729, + "TN": 149040625, + "TP": 45287, + "n_pred": 52076, + "n_ref": 60086 + }, + "4": { + "Dice": 0.9095334685598377, + "FN": 2292, + "FP": 2391, + "IoU": 0.8340773809523809, + "TN": 149079276, + "TP": 23541, + "n_pred": 25932, + "n_ref": 25833 + }, + "5": { + "Dice": 0.3346705682461771, + "FN": 26625, + "FP": 1569, + "IoU": 0.2009635822587502, + "TN": 149072215, + "TP": 7091, + "n_pred": 8660, + "n_ref": 33716 + }, + "6": { + "Dice": 0.969486153630184, + "FN": 28700, + "FP": 39118, + "IoU": 0.9407793568668544, + "TN": 147962325, + "TP": 1077357, + "n_pred": 1116475, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.9038504789310697, + "FN": 40032, + "FP": 9987, + "IoU": 0.8245686026936027, + "TN": 148822380, + "TP": 235101, + "n_pred": 245088, + "n_ref": 275133 + }, + "8": { + "Dice": 0.9346195211105905, + "FN": 16592, + "FP": 13135, + "IoU": 0.8772636064111774, + "TN": 148865298, + "TP": 212475, + "n_pred": 225610, + "n_ref": 229067 + }, + "9": { + "Dice": 0.8529631594174945, + "FN": 16732, + "FP": 7662, + "IoU": 0.7436231594656801, + "TN": 149012351, + "TP": 70755, + "n_pred": 78417, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7839832181885692, + "FN": 123435, + "FP": 92404, + "IoU": 0.6447141436820585, + "TN": 100105292, + "TP": 391669, + "n_pred": 484073, + "n_ref": 515104 + }, + "10": { + "Dice": 0.5064720957184597, + "FN": 22957, + "FP": 7278, + "IoU": 0.33911123740409627, + "TN": 100667051, + "TP": 15514, + "n_pred": 22792, + "n_ref": 38471 + }, + "11": { + "Dice": 0.2572986846326596, + "FN": 2679, + "FP": 1951, + "IoU": 0.14764359351988218, + "TN": 100707368, + "TP": 802, + "n_pred": 2753, + "n_ref": 3481 + }, + "12": { + "Dice": 0.5037907100907635, + "FN": 3514, + "FP": 1133, + "IoU": 0.33671139023693974, + "TN": 100705794, + "TP": 2359, + "n_pred": 3492, + "n_ref": 5873 + }, + "13": { + "Dice": 0.008864587216768154, + "FN": 38941, + "FP": 8913, + "IoU": 0.004452026296080553, + "TN": 100664732, + "TP": 214, + "n_pred": 9127, + "n_ref": 39155 + }, + "14": { + "Dice": 0.13337040417288712, + "FN": 142862, + "FP": 521, + "IoU": 0.07144984975650191, + "TN": 100558384, + "TP": 11033, + "n_pred": 11554, + "n_ref": 153895 + }, + "15": { + "Dice": 0.8306689296586653, + "FN": 18182, + "FP": 13245, + "IoU": 0.7103795928523375, + "TN": 100604289, + "TP": 77084, + "n_pred": 90329, + "n_ref": 95266 + }, + "2": { + "Dice": 0.23585242324004557, + "FN": 198789, + "FP": 23905, + "IoU": 0.13369200306542026, + "TN": 100455739, + "TP": 34367, + "n_pred": 58272, + "n_ref": 233156 + }, + "3": { + "Dice": 0.6102970530297577, + "FN": 37437, + "FP": 200751, + "IoU": 0.4391564789873227, + "TN": 100288104, + "TP": 186508, + "n_pred": 387259, + "n_ref": 223945 + }, + "4": { + "Dice": 0.6325722497205812, + "FN": 18034, + "FP": 27990, + "IoU": 0.4626001261063497, + "TN": 100627158, + "TP": 39618, + "n_pred": 67608, + "n_ref": 57652 + }, + "5": { + "Dice": 0.12858643374426448, + "FN": 15310, + "FP": 453, + "IoU": 0.06871085903343968, + "TN": 100695874, + "TP": 1163, + "n_pred": 1616, + "n_ref": 16473 + }, + "6": { + "Dice": 0.6245211170423149, + "FN": 996480, + "FP": 304100, + "IoU": 0.45403904398692796, + "TN": 98330615, + "TP": 1081605, + "n_pred": 1385705, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.6262001527305913, + "FN": 39867, + "FP": 118238, + "IoU": 0.4558161467081532, + "TN": 100422264, + "TP": 132431, + "n_pred": 250669, + "n_ref": 172298 + }, + "8": { + "Dice": 0.9020010601643255, + "FN": 10709, + "FP": 9997, + "IoU": 0.8214953835012975, + "TN": 100596803, + "TP": 95291, + "n_pred": 105288, + "n_ref": 106000 + }, + "9": { + "Dice": 0.7248147873366472, + "FN": 33468, + "FP": 18460, + "IoU": 0.5683996176702821, + "TN": 100592485, + "TP": 68387, + "n_pred": 86847, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9449531012862936, + "FN": 1873, + "FP": 6977, + "IoU": 0.8956503283772153, + "TN": 78865889, + "TP": 75961, + "n_pred": 82938, + "n_ref": 77834 + }, + "10": { + "Dice": 0.5359492640575189, + "FN": 23141, + "FP": 4225, + "IoU": 0.3660728763696171, + "TN": 78907531, + "TP": 15803, + "n_pred": 20028, + "n_ref": 38944 + }, + "11": { + "Dice": 0.22489705416534686, + "FN": 1013, + "FP": 1434, + "IoU": 0.1266952177016417, + "TN": 78947898, + "TP": 355, + "n_pred": 1789, + "n_ref": 1368 + }, + "12": { + "Dice": 0.0, + "FN": 2560, + "FP": 0, + "IoU": 0.0, + "TN": 78948140, + "TP": 0, + "n_pred": 0, + "n_ref": 2560 + }, + "13": { + "Dice": 0.2831231401445373, + "FN": 49415, + "FP": 1175, + "IoU": 0.16490590954110268, + "TN": 78890120, + "TP": 9990, + "n_pred": 11165, + "n_ref": 59405 + }, + "14": { + "Dice": 0.4496459008522386, + "FN": 17904, + "FP": 5021, + "IoU": 0.2900278724063177, + "TN": 78918410, + "TP": 9365, + "n_pred": 14386, + "n_ref": 27269 + }, + "15": { + "Dice": 0.9031134148015928, + "FN": 6500, + "FP": 4790, + "IoU": 0.8233425652099078, + "TN": 78886791, + "TP": 52619, + "n_pred": 57409, + "n_ref": 59119 + }, + "2": { + "Dice": 0.8906298898205403, + "FN": 17589, + "FP": 2681, + "IoU": 0.8028248477656077, + "TN": 78847898, + "TP": 82532, + "n_pred": 85213, + "n_ref": 100121 + }, + "3": { + "Dice": 0.9143780650913954, + "FN": 2639, + "FP": 12725, + "IoU": 0.8422619658733906, + "TN": 78853298, + "TP": 82038, + "n_pred": 94763, + "n_ref": 84677 + }, + "4": { + "Dice": 0.8732251250100276, + "FN": 800, + "FP": 3941, + "IoU": 0.7749774550287152, + "TN": 78929631, + "TP": 16328, + "n_pred": 20269, + "n_ref": 17128 + }, + "5": { + "Dice": 0.3698621213766149, + "FN": 26281, + "FP": 2740, + "IoU": 0.2268900847141563, + "TN": 78913162, + "TP": 8517, + "n_pred": 11257, + "n_ref": 34798 + }, + "6": { + "Dice": 0.9461405638111919, + "FN": 39416, + "FP": 36599, + "IoU": 0.8977862998815361, + "TN": 78207013, + "TP": 667672, + "n_pred": 704271, + "n_ref": 707088 + }, + "7": { + "Dice": 0.4622351223007045, + "FN": 494655, + "FP": 32268, + "IoU": 0.3005889450357787, + "TN": 78197319, + "TP": 226458, + "n_pred": 258726, + "n_ref": 721113 + }, + "8": { + "Dice": 0.8192437640555222, + "FN": 100513, + "FP": 1243, + "IoU": 0.6938297161735635, + "TN": 78618349, + "TP": 230595, + "n_pred": 231838, + "n_ref": 331108 + }, + "9": { + "Dice": 0.6622176165803109, + "FN": 25096, + "FP": 7500, + "IoU": 0.4950114643366177, + "TN": 78886152, + "TP": 31952, + "n_pred": 39452, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9608589659198788, + "FN": 2959, + "FP": 8874, + "IoU": 0.9246665605602419, + "TN": 104847365, + "TP": 145242, + "n_pred": 154116, + "n_ref": 148201 + }, + "10": { + "Dice": 0.8352436513383665, + "FN": 14217, + "FP": 14589, + "IoU": 0.7170973159305855, + "TN": 104902617, + "TP": 73017, + "n_pred": 87606, + "n_ref": 87234 + }, + "11": { + "Dice": 0.8575185273726991, + "FN": 744, + "FP": 448, + "IoU": 0.7505754341912534, + "TN": 104999661, + "TP": 3587, + "n_pred": 4035, + "n_ref": 4331 + }, + "12": { + "Dice": 0.6772889966516569, + "FN": 1900, + "FP": 895, + "IoU": 0.5120460893854749, + "TN": 104998712, + "TP": 2933, + "n_pred": 3828, + "n_ref": 4833 + }, + "13": { + "Dice": 0.8258693950575869, + "FN": 18732, + "FP": 6184, + "IoU": 0.7033880145710817, + "TN": 104920438, + "TP": 59086, + "n_pred": 65270, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9370116989839291, + "FN": 641, + "FP": 8695, + "IoU": 0.8814882516470544, + "TN": 104925663, + "TP": 69441, + "n_pred": 78136, + "n_ref": 70082 + }, + "15": { + "Dice": 0.8708538112234411, + "FN": 1059, + "FP": 5852, + "IoU": 0.7712498345028466, + "TN": 104974228, + "TP": 23301, + "n_pred": 29153, + "n_ref": 24360 + }, + "2": { + "Dice": 0.8713659870434922, + "FN": 37387, + "FP": 1988, + "IoU": 0.7720536303534833, + "TN": 104831702, + "TP": 133363, + "n_pred": 135351, + "n_ref": 170750 + }, + "3": { + "Dice": 0.8911103951437338, + "FN": 5571, + "FP": 30592, + "IoU": 0.8036060499090342, + "TN": 104820305, + "TP": 147972, + "n_pred": 178564, + "n_ref": 153543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1961, + "IoU": 0.0, + "TN": 105002479, + "TP": 0, + "n_pred": 1961, + "n_ref": 0 + }, + "5": { + "Dice": 0.6185395881244272, + "FN": 12194, + "FP": 9867, + "IoU": 0.4477432598192605, + "TN": 104964493, + "TP": 17886, + "n_pred": 27753, + "n_ref": 30080 + }, + "6": { + "Dice": 0.9769961964888676, + "FN": 27570, + "FP": 29330, + "IoU": 0.9550269443140305, + "TN": 103739238, + "TP": 1208302, + "n_pred": 1237632, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.8647024895718298, + "FN": 10458, + "FP": 58273, + "IoU": 0.761652766459175, + "TN": 104716075, + "TP": 219634, + "n_pred": 277907, + "n_ref": 230092 + }, + "8": { + "Dice": 0.9247839742940266, + "FN": 46716, + "FP": 5250, + "IoU": 0.8600913232174203, + "TN": 104633012, + "TP": 319462, + "n_pred": 324712, + "n_ref": 366178 + }, + "9": { + "Dice": 0.9171217935448943, + "FN": 7157, + "FP": 8458, + "IoU": 0.8469297729678862, + "TN": 104902428, + "TP": 86397, + "n_pred": 94855, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9173620873903944, + "FN": 56289, + "FP": 8900, + "IoU": 0.8473397030584048, + "TN": 177249268, + "TP": 361831, + "n_pred": 370731, + "n_ref": 418120 + }, + "10": { + "Dice": 0.36813786804852383, + "FN": 53419, + "FP": 10231, + "IoU": 0.22559373175004865, + "TN": 177594096, + "TP": 18542, + "n_pred": 28773, + "n_ref": 71961 + }, + "11": { + "Dice": 0.7470465601111883, + "FN": 1518, + "FP": 666, + "IoU": 0.596228508042152, + "TN": 177670879, + "TP": 3225, + "n_pred": 3891, + "n_ref": 4743 + }, + "12": { + "Dice": 0.707843137254902, + "FN": 1949, + "FP": 733, + "IoU": 0.5477996965098634, + "TN": 177670357, + "TP": 3249, + "n_pred": 3982, + "n_ref": 5198 + }, + "13": { + "Dice": 0.7932559573270432, + "FN": 17895, + "FP": 12957, + "IoU": 0.6573522878720569, + "TN": 177586248, + "TP": 59188, + "n_pred": 72145, + "n_ref": 77083 + }, + "14": { + "Dice": 0.9415198779457564, + "FN": 1574, + "FP": 7702, + "IoU": 0.8895017094118909, + "TN": 177592341, + "TP": 74671, + "n_pred": 82373, + "n_ref": 76245 + }, + "15": { + "Dice": 0.8174733625974127, + "FN": 2032, + "FP": 7407, + "IoU": 0.6912938252223967, + "TN": 177645712, + "TP": 21137, + "n_pred": 28544, + "n_ref": 23169 + }, + "2": { + "Dice": 0.9417858264221856, + "FN": 14900, + "FP": 9759, + "IoU": 0.8899765755716676, + "TN": 177452163, + "TP": 199466, + "n_pred": 209225, + "n_ref": 214366 + }, + "3": { + "Dice": 0.9416910630217193, + "FN": 16620, + "FP": 6962, + "IoU": 0.8898073427504708, + "TN": 177462281, + "TP": 190425, + "n_pred": 197387, + "n_ref": 207045 + }, + "4": { + "Dice": 0.7785137159900858, + "FN": 6635, + "FP": 9182, + "IoU": 0.6373495357101915, + "TN": 177632673, + "TP": 27798, + "n_pred": 36980, + "n_ref": 34433 + }, + "5": { + "Dice": 0.7232101517619823, + "FN": 10094, + "FP": 6047, + "IoU": 0.5664284946814225, + "TN": 177639060, + "TP": 21087, + "n_pred": 27134, + "n_ref": 31181 + }, + "6": { + "Dice": 0.941616911154111, + "FN": 134729, + "FP": 72464, + "IoU": 0.8896749400832684, + "TN": 175798265, + "TP": 1670830, + "n_pred": 1743294, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.8493597932147077, + "FN": 14125, + "FP": 111466, + "IoU": 0.7381627968552266, + "TN": 177196635, + "TP": 354062, + "n_pred": 465528, + "n_ref": 368187 + }, + "8": { + "Dice": 0.8780642605927856, + "FN": 15444, + "FP": 35660, + "IoU": 0.7826332915080496, + "TN": 177441183, + "TP": 184001, + "n_pred": 219661, + "n_ref": 199445 + }, + "9": { + "Dice": 0.9127380156239665, + "FN": 11025, + "FP": 12723, + "IoU": 0.8394830581221654, + "TN": 177528341, + "TP": 124199, + "n_pred": 136922, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9498930843145216, + "FN": 11593, + "FP": 6919, + "IoU": 0.9045679731520098, + "TN": 193811554, + "TP": 175469, + "n_pred": 182388, + "n_ref": 187062 + }, + "10": { + "Dice": 0.8475328862448583, + "FN": 13178, + "FP": 13399, + "IoU": 0.7354074369057694, + "TN": 193905090, + "TP": 73868, + "n_pred": 87267, + "n_ref": 87046 + }, + "11": { + "Dice": 0.6754350465398624, + "FN": 1443, + "FP": 161, + "IoU": 0.5099297280782157, + "TN": 194002262, + "TP": 1669, + "n_pred": 1830, + "n_ref": 3112 + }, + "12": { + "Dice": 0.7674547983310153, + "FN": 1191, + "FP": 481, + "IoU": 0.6226585420898217, + "TN": 194001104, + "TP": 2759, + "n_pred": 3240, + "n_ref": 3950 + }, + "13": { + "Dice": 0.7068594430296558, + "FN": 23854, + "FP": 11830, + "IoU": 0.5466222826432211, + "TN": 193926828, + "TP": 43023, + "n_pred": 54853, + "n_ref": 66877 + }, + "14": { + "Dice": 0.8360681356461948, + "FN": 1002, + "FP": 28370, + "IoU": 0.7183136412459721, + "TN": 193901263, + "TP": 74900, + "n_pred": 103270, + "n_ref": 75902 + }, + "15": { + "Dice": 0.7332399021063861, + "FN": 3439, + "FP": 9314, + "IoU": 0.5788309114927345, + "TN": 193975255, + "TP": 17527, + "n_pred": 26841, + "n_ref": 20966 + }, + "2": { + "Dice": 0.9420480302587849, + "FN": 3408, + "FP": 13262, + "IoU": 0.8904449891890827, + "TN": 193853374, + "TP": 135491, + "n_pred": 148753, + "n_ref": 138899 + }, + "3": { + "Dice": 0.9376597912381538, + "FN": 12610, + "FP": 3605, + "IoU": 0.8826360741169659, + "TN": 193867375, + "TP": 121945, + "n_pred": 125550, + "n_ref": 134555 + }, + "4": { + "Dice": 0.8871686924243453, + "FN": 1431, + "FP": 3554, + "IoU": 0.7972175893910426, + "TN": 193980952, + "TP": 19598, + "n_pred": 23152, + "n_ref": 21029 + }, + "5": { + "Dice": 0.48928284361882646, + "FN": 16313, + "FP": 6561, + "IoU": 0.32387455292483225, + "TN": 193971704, + "TP": 10957, + "n_pred": 17518, + "n_ref": 27270 + }, + "6": { + "Dice": 0.9550574919880983, + "FN": 31772, + "FP": 95605, + "IoU": 0.9139808981502554, + "TN": 192524736, + "TP": 1353422, + "n_pred": 1449027, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.9127457436667327, + "FN": 24672, + "FP": 32169, + "IoU": 0.8394961328962193, + "TN": 193651394, + "TP": 297300, + "n_pred": 329469, + "n_ref": 321972 + }, + "8": { + "Dice": 0.9393362925385753, + "FN": 16980, + "FP": 12007, + "IoU": 0.885611797528896, + "TN": 193752126, + "TP": 224422, + "n_pred": 236429, + "n_ref": 241402 + }, + "9": { + "Dice": 0.8308586578513864, + "FN": 23518, + "FP": 6977, + "IoU": 0.7106571531586239, + "TN": 193900141, + "TP": 74899, + "n_pred": 81876, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9448047355539458, + "FN": 4242, + "FP": 8635, + "IoU": 0.8953837904588587, + "TN": 99532712, + "TP": 110211, + "n_pred": 118846, + "n_ref": 114453 + }, + "10": { + "Dice": 0.8425072881904948, + "FN": 15764, + "FP": 5143, + "IoU": 0.7278726505961368, + "TN": 99578972, + "TP": 55921, + "n_pred": 61064, + "n_ref": 71685 + }, + "11": { + "Dice": 0.618718475621147, + "FN": 1986, + "FP": 55, + "IoU": 0.44793075466594534, + "TN": 99652103, + "TP": 1656, + "n_pred": 1711, + "n_ref": 3642 + }, + "12": { + "Dice": 0.3886443661971831, + "FN": 2685, + "FP": 93, + "IoU": 0.2411909314394974, + "TN": 99652139, + "TP": 883, + "n_pred": 976, + "n_ref": 3568 + }, + "13": { + "Dice": 0.697565864078694, + "FN": 18980, + "FP": 3956, + "IoU": 0.5355862878895256, + "TN": 99606413, + "TP": 26451, + "n_pred": 30407, + "n_ref": 45431 + }, + "14": { + "Dice": 0.328118357282544, + "FN": 38704, + "FP": 24512, + "IoU": 0.19625692925799726, + "TN": 99577148, + "TP": 15436, + "n_pred": 39948, + "n_ref": 54140 + }, + "15": { + "Dice": 0.6887480952762852, + "FN": 16477, + "FP": 2928, + "IoU": 0.5252599388379204, + "TN": 99614925, + "TP": 21470, + "n_pred": 24398, + "n_ref": 37947 + }, + "2": { + "Dice": 0.9463357180247776, + "FN": 6283, + "FP": 6019, + "IoU": 0.8981377979813034, + "TN": 99535029, + "TP": 108469, + "n_pred": 114488, + "n_ref": 114752 + }, + "3": { + "Dice": 0.9465947702762594, + "FN": 8474, + "FP": 4540, + "IoU": 0.8986045859336652, + "TN": 99527451, + "TP": 115335, + "n_pred": 119875, + "n_ref": 123809 + }, + "4": { + "Dice": 0.8922555178740201, + "FN": 2857, + "FP": 1019, + "IoU": 0.8054705144291091, + "TN": 99635875, + "TP": 16049, + "n_pred": 17068, + "n_ref": 18906 + }, + "5": { + "Dice": 0.8091487009397457, + "FN": 1111, + "FP": 1651, + "IoU": 0.6794708135081815, + "TN": 99647183, + "TP": 5855, + "n_pred": 7506, + "n_ref": 6966 + }, + "6": { + "Dice": 0.9649122482302872, + "FN": 50788, + "FP": 43999, + "IoU": 0.9322033292158611, + "TN": 98257693, + "TP": 1303320, + "n_pred": 1347319, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.911328590131692, + "FN": 13138, + "FP": 16798, + "IoU": 0.8371016101561182, + "TN": 99472029, + "TP": 153835, + "n_pred": 170633, + "n_ref": 166973 + }, + "8": { + "Dice": 0.9545597723924198, + "FN": 6979, + "FP": 1965, + "IoU": 0.9130696783850244, + "TN": 99552913, + "TP": 93943, + "n_pred": 95908, + "n_ref": 100922 + }, + "9": { + "Dice": 0.916279929137367, + "FN": 11228, + "FP": 4178, + "IoU": 0.845495025673941, + "TN": 99556088, + "TP": 84306, + "n_pred": 88484, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.947025813955945, + "FN": 43494, + "FP": 1639, + "IoU": 0.8993817954016993, + "TN": 62634963, + "TP": 403424, + "n_pred": 405063, + "n_ref": 446918 + }, + "10": { + "Dice": 0.8511653806379763, + "FN": 11995, + "FP": 8586, + "IoU": 0.7408946129344967, + "TN": 63004089, + "TP": 58850, + "n_pred": 67436, + "n_ref": 70845 + }, + "11": { + "Dice": 0.7381283836040217, + "FN": 1159, + "FP": 534, + "IoU": 0.5849472910026967, + "TN": 63079441, + "TP": 2386, + "n_pred": 2920, + "n_ref": 3545 + }, + "12": { + "Dice": 0.6760694358338499, + "FN": 1321, + "FP": 769, + "IoU": 0.510653242800281, + "TN": 63079249, + "TP": 2181, + "n_pred": 2950, + "n_ref": 3502 + }, + "13": { + "Dice": 0.6016664162804941, + "FN": 19623, + "FP": 14846, + "IoU": 0.4302738797705823, + "TN": 63023019, + "TP": 26032, + "n_pred": 40878, + "n_ref": 45655 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 63083520, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 63083520, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9753901513049957, + "FN": 908, + "FP": 5302, + "IoU": 0.9519624982595108, + "TN": 62954246, + "TP": 123064, + "n_pred": 128366, + "n_ref": 123972 + }, + "3": { + "Dice": 0.9831405476288337, + "FN": 2010, + "FP": 2297, + "IoU": 0.9668401521334093, + "TN": 62953634, + "TP": 125579, + "n_pred": 127876, + "n_ref": 127589 + }, + "4": { + "Dice": 0.19840998878212945, + "FN": 15995, + "FP": 440, + "IoU": 0.11013048892739184, + "TN": 63065051, + "TP": 2034, + "n_pred": 2474, + "n_ref": 18029 + }, + "5": { + "Dice": 0.5555597001007124, + "FN": 9507, + "FP": 2408, + "IoU": 0.38461935750439, + "TN": 63064158, + "TP": 7447, + "n_pred": 9855, + "n_ref": 16954 + }, + "6": { + "Dice": 0.9094056353003721, + "FN": 167461, + "FP": 24248, + "IoU": 0.8338624008485879, + "TN": 61929603, + "TP": 962208, + "n_pred": 986456, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.792246939545178, + "FN": 12760, + "FP": 62709, + "IoU": 0.6559676522341658, + "TN": 62864154, + "TP": 143897, + "n_pred": 206606, + "n_ref": 156657 + }, + "8": { + "Dice": 0.9131947718828389, + "FN": 15121, + "FP": 3289, + "IoU": 0.8402561454961951, + "TN": 62968273, + "TP": 96837, + "n_pred": 100126, + "n_ref": 111958 + }, + "9": { + "Dice": 0.8982955134780053, + "FN": 3916, + "FP": 4909, + "IoU": 0.8153688438846813, + "TN": 63035722, + "TP": 38973, + "n_pred": 43882, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9512742723329605, + "FN": 16960, + "FP": 13315, + "IoU": 0.9070763186568653, + "TN": 109283013, + "TP": 295530, + "n_pred": 308845, + "n_ref": 312490 + }, + "10": { + "Dice": 0.6107485178699777, + "FN": 24623, + "FP": 56070, + "IoU": 0.43962416144668676, + "TN": 109464820, + "TP": 63305, + "n_pred": 119375, + "n_ref": 87928 + }, + "11": { + "Dice": 0.6647775573816945, + "FN": 2120, + "FP": 246, + "IoU": 0.49787775891341257, + "TN": 109604106, + "TP": 2346, + "n_pred": 2592, + "n_ref": 4466 + }, + "12": { + "Dice": 0.6120587738557676, + "FN": 2269, + "FP": 28, + "IoU": 0.44098320759308834, + "TN": 109604709, + "TP": 1812, + "n_pred": 1840, + "n_ref": 4081 + }, + "13": { + "Dice": 0.4181783902091138, + "FN": 55272, + "FP": 15705, + "IoU": 0.2643650760747896, + "TN": 109512334, + "TP": 25507, + "n_pred": 41212, + "n_ref": 80779 + }, + "14": { + "Dice": 0.5877339166954736, + "FN": 39959, + "FP": 39946, + "IoU": 0.4161637269658488, + "TN": 109471956, + "TP": 56957, + "n_pred": 96903, + "n_ref": 96916 + }, + "15": { + "Dice": 0.7311237653584297, + "FN": 39216, + "FP": 8096, + "IoU": 0.5761978555496834, + "TN": 109497181, + "TP": 64325, + "n_pred": 72421, + "n_ref": 103541 + }, + "2": { + "Dice": 0.7534067908361429, + "FN": 83224, + "FP": 2423, + "IoU": 0.6043726095231057, + "TN": 109392334, + "TP": 130837, + "n_pred": 133260, + "n_ref": 214061 + }, + "3": { + "Dice": 0.8463511476930211, + "FN": 12067, + "FP": 72757, + "IoU": 0.7336297747798671, + "TN": 109290374, + "TP": 233620, + "n_pred": 306377, + "n_ref": 245687 + }, + "4": { + "Dice": 0.6295274361695486, + "FN": 25079, + "FP": 4594, + "IoU": 0.45935063042052326, + "TN": 109553934, + "TP": 25211, + "n_pred": 29805, + "n_ref": 50290 + }, + "5": { + "Dice": 0.6054862842892768, + "FN": 5696, + "FP": 632, + "IoU": 0.4341917024320458, + "TN": 109597634, + "TP": 4856, + "n_pred": 5488, + "n_ref": 10552 + }, + "6": { + "Dice": 0.916805384003113, + "FN": 33555, + "FP": 187300, + "IoU": 0.8463902704680244, + "TN": 108171051, + "TP": 1216912, + "n_pred": 1404212, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.8046639125464391, + "FN": 346982, + "FP": 66180, + "IoU": 0.673169597230704, + "TN": 108344670, + "TP": 850986, + "n_pred": 917166, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.9466781861279103, + "FN": 3950, + "FP": 5678, + "IoU": 0.8987549423740221, + "TN": 109513722, + "TP": 85468, + "n_pred": 91146, + "n_ref": 89418 + }, + "9": { + "Dice": 0.7658910142641162, + "FN": 8595, + "FP": 19897, + "IoU": 0.620602412847213, + "TN": 109533720, + "TP": 46606, + "n_pred": 66503, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8942695465051407, + "FN": 2674, + "FP": 10592, + "IoU": 0.8087590819974628, + "TN": 66997984, + "TP": 56102, + "n_pred": 66694, + "n_ref": 58776 + }, + "10": { + "Dice": 0.6130915635947134, + "FN": 37580, + "FP": 14441, + "IoU": 0.4420562652165986, + "TN": 66974115, + "TP": 41216, + "n_pred": 55657, + "n_ref": 78796 + }, + "11": { + "Dice": 0.27884844158934097, + "FN": 2540, + "FP": 491, + "IoU": 0.16201271772186895, + "TN": 67063735, + "TP": 586, + "n_pred": 1077, + "n_ref": 3126 + }, + "12": { + "Dice": 0.09122066965462694, + "FN": 3138, + "FP": 309, + "IoU": 0.04779005524861878, + "TN": 67063732, + "TP": 173, + "n_pred": 482, + "n_ref": 3311 + }, + "13": { + "Dice": 0.3085142922566118, + "FN": 30127, + "FP": 6111, + "IoU": 0.18239249131356888, + "TN": 67023030, + "TP": 8084, + "n_pred": 14195, + "n_ref": 38211 + }, + "14": { + "Dice": 0.7753952554248524, + "FN": 24127, + "FP": 5621, + "IoU": 0.6331800189896051, + "TN": 66986255, + "TP": 51349, + "n_pred": 56970, + "n_ref": 75476 + }, + "15": { + "Dice": 0.1860544391607438, + "FN": 25904, + "FP": 21851, + "IoU": 0.10256892112829571, + "TN": 67014139, + "TP": 5458, + "n_pred": 27309, + "n_ref": 31362 + }, + "2": { + "Dice": 0.9609803111661848, + "FN": 6446, + "FP": 4890, + "IoU": 0.9248913389165695, + "TN": 66916424, + "TP": 139592, + "n_pred": 144482, + "n_ref": 146038 + }, + "3": { + "Dice": 0.9596878407937619, + "FN": 8128, + "FP": 4662, + "IoU": 0.9224998788113821, + "TN": 66902320, + "TP": 152242, + "n_pred": 156904, + "n_ref": 160370 + }, + "4": { + "Dice": 0.0, + "FN": 13039, + "FP": 0, + "IoU": 0.0, + "TN": 67054313, + "TP": 0, + "n_pred": 0, + "n_ref": 13039 + }, + "5": { + "Dice": 0.7291940429259746, + "FN": 2262, + "FP": 2684, + "IoU": 0.5738043946574752, + "TN": 67055747, + "TP": 6659, + "n_pred": 9343, + "n_ref": 8921 + }, + "6": { + "Dice": 0.9579082731755002, + "FN": 62698, + "FP": 26693, + "IoU": 0.9192168486880453, + "TN": 65960797, + "TP": 1017164, + "n_pred": 1043857, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.7476169726496534, + "FN": 138002, + "FP": 6219, + "IoU": 0.596955529037613, + "TN": 66709523, + "TP": 213608, + "n_pred": 219827, + "n_ref": 351610 + }, + "8": { + "Dice": 0.8837010740124926, + "FN": 7054, + "FP": 13650, + "IoU": 0.7916347973108973, + "TN": 66967988, + "TP": 78660, + "n_pred": 92310, + "n_ref": 85714 + }, + "9": { + "Dice": 0.8907109839313229, + "FN": 12600, + "FP": 3288, + "IoU": 0.80295664252406, + "TN": 66986720, + "TP": 64744, + "n_pred": 68032, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7206109659106877, + "FN": 77651, + "FP": 1881, + "IoU": 0.5632461641533679, + "TN": 74337182, + "TP": 102566, + "n_pred": 104447, + "n_ref": 180217 + }, + "10": { + "Dice": 0.7344405642987486, + "FN": 16505, + "FP": 12164, + "IoU": 0.5803287807591527, + "TN": 74450967, + "TP": 39644, + "n_pred": 51808, + "n_ref": 56149 + }, + "11": { + "Dice": 0.5202374527792768, + "FN": 1941, + "FP": 726, + "IoU": 0.3515681983953319, + "TN": 74515167, + "TP": 1446, + "n_pred": 2172, + "n_ref": 3387 + }, + "12": { + "Dice": 0.17234625930278105, + "FN": 1981, + "FP": 132, + "IoU": 0.09429918559794256, + "TN": 74516947, + "TP": 220, + "n_pred": 352, + "n_ref": 2201 + }, + "13": { + "Dice": 0.40045535036681, + "FN": 28643, + "FP": 14017, + "IoU": 0.2503558437450577, + "TN": 74462373, + "TP": 14247, + "n_pred": 28264, + "n_ref": 42890 + }, + "14": { + "Dice": 0.6899246874919123, + "FN": 5267, + "FP": 18695, + "IoU": 0.5266297905966021, + "TN": 74468660, + "TP": 26658, + "n_pred": 45353, + "n_ref": 31925 + }, + "15": { + "Dice": 0.6759046005672192, + "FN": 12604, + "FP": 4423, + "IoU": 0.510465183140705, + "TN": 74484498, + "TP": 17755, + "n_pred": 22178, + "n_ref": 30359 + }, + "2": { + "Dice": 0.9257978167499377, + "FN": 3602, + "FP": 18408, + "IoU": 0.8618468954781692, + "TN": 74359964, + "TP": 137306, + "n_pred": 155714, + "n_ref": 140908 + }, + "3": { + "Dice": 0.9109414420395697, + "FN": 18435, + "FP": 8393, + "IoU": 0.8364485411561018, + "TN": 74355246, + "TP": 137206, + "n_pred": 145599, + "n_ref": 155641 + }, + "4": { + "Dice": 0.008020624462904613, + "FN": 13222, + "FP": 630, + "IoU": 0.004026459591601955, + "TN": 74505372, + "TP": 56, + "n_pred": 686, + "n_ref": 13278 + }, + "5": { + "Dice": 0.6014473331546503, + "FN": 4544, + "FP": 2891, + "IoU": 0.43004982752012266, + "TN": 74506235, + "TP": 5610, + "n_pred": 8501, + "n_ref": 10154 + }, + "6": { + "Dice": 0.9429510398121493, + "FN": 86380, + "FP": 97488, + "IoU": 0.8920599473884118, + "TN": 72815853, + "TP": 1519559, + "n_pred": 1617047, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.803562273056096, + "FN": 52779, + "FP": 3159, + "IoU": 0.67162899911946, + "TN": 74348930, + "TP": 114412, + "n_pred": 117571, + "n_ref": 167191 + }, + "8": { + "Dice": 0.9609064630319519, + "FN": 2217, + "FP": 2841, + "IoU": 0.9247545373400774, + "TN": 74452060, + "TP": 62162, + "n_pred": 65003, + "n_ref": 64379 + }, + "9": { + "Dice": 0.8998899148525084, + "FN": 12748, + "FP": 5076, + "IoU": 0.8179998774684992, + "TN": 74421346, + "TP": 80110, + "n_pred": 85186, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9499669026973869, + "FN": 8099, + "FP": 20850, + "IoU": 0.9047018661961399, + "TN": 65747407, + "TP": 274824, + "n_pred": 295674, + "n_ref": 282923 + }, + "10": { + "Dice": 0.6239967463762129, + "FN": 34436, + "FP": 24733, + "IoU": 0.45348493525206435, + "TN": 65942914, + "TP": 49097, + "n_pred": 73830, + "n_ref": 83533 + }, + "11": { + "Dice": 0.75, + "FN": 988, + "FP": 778, + "IoU": 0.6, + "TN": 66046765, + "TP": 2649, + "n_pred": 3427, + "n_ref": 3637 + }, + "12": { + "Dice": 0.4703328509406657, + "FN": 2051, + "FP": 145, + "IoU": 0.3074739829706717, + "TN": 66048009, + "TP": 975, + "n_pred": 1120, + "n_ref": 3026 + }, + "13": { + "Dice": 0.7472022075732025, + "FN": 11071, + "FP": 13664, + "IoU": 0.59642682329907, + "TN": 65989890, + "TP": 36555, + "n_pred": 50219, + "n_ref": 47626 + }, + "14": { + "Dice": 0.8611962001491006, + "FN": 332, + "FP": 18473, + "IoU": 0.7562287729122916, + "TN": 65974038, + "TP": 58337, + "n_pred": 76810, + "n_ref": 58669 + }, + "15": { + "Dice": 0.7976956824798065, + "FN": 5141, + "FP": 4727, + "IoU": 0.6634723595812161, + "TN": 66021857, + "TP": 19455, + "n_pred": 24182, + "n_ref": 24596 + }, + "2": { + "Dice": 0.8630799580393042, + "FN": 23416, + "FP": 14827, + "IoU": 0.759138660754774, + "TN": 65892404, + "TP": 120533, + "n_pred": 135360, + "n_ref": 143949 + }, + "3": { + "Dice": 0.8678818169389786, + "FN": 20340, + "FP": 21215, + "IoU": 0.7666000157266263, + "TN": 65873138, + "TP": 136487, + "n_pred": 157702, + "n_ref": 156827 + }, + "4": { + "Dice": 0.8594226286533979, + "FN": 5563, + "FP": 2277, + "IoU": 0.7534978776921868, + "TN": 66019375, + "TP": 23965, + "n_pred": 26242, + "n_ref": 29528 + }, + "5": { + "Dice": 0.8694470121254961, + "FN": 1984, + "FP": 417, + "IoU": 0.7690457868410927, + "TN": 66040784, + "TP": 7995, + "n_pred": 8412, + "n_ref": 9979 + }, + "6": { + "Dice": 0.9556155149228969, + "FN": 38524, + "FP": 52970, + "IoU": 0.9150035533631538, + "TN": 64974735, + "TP": 984951, + "n_pred": 1037921, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.8600387011106165, + "FN": 233631, + "FP": 8166, + "IoU": 0.7544455254301319, + "TN": 65066482, + "TP": 742901, + "n_pred": 751067, + "n_ref": 976532 + }, + "8": { + "Dice": 0.942474768013605, + "FN": 4819, + "FP": 4517, + "IoU": 0.8912078307988114, + "TN": 65965365, + "TP": 76479, + "n_pred": 80996, + "n_ref": 81298 + }, + "9": { + "Dice": 0.8646479951143716, + "FN": 14160, + "FP": 3349, + "IoU": 0.7615682109104774, + "TN": 65977746, + "TP": 55925, + "n_pred": 59274, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9740122162868798, + "FN": 2397, + "FP": 5674, + "IoU": 0.949340949033392, + "TN": 113313220, + "TP": 151249, + "n_pred": 156923, + "n_ref": 153646 + }, + "10": { + "Dice": 0.871026159292449, + "FN": 6014, + "FP": 16064, + "IoU": 0.7715202318120666, + "TN": 113375910, + "TP": 74552, + "n_pred": 90616, + "n_ref": 80566 + }, + "11": { + "Dice": 0.6407805655117483, + "FN": 1621, + "FP": 183, + "IoU": 0.47143275710518606, + "TN": 113469127, + "TP": 1609, + "n_pred": 1792, + "n_ref": 3230 + }, + "12": { + "Dice": 0.770872386445566, + "FN": 1410, + "FP": 179, + "IoU": 0.6271703425621774, + "TN": 113468278, + "TP": 2673, + "n_pred": 2852, + "n_ref": 4083 + }, + "13": { + "Dice": 0.6163102722668743, + "FN": 28989, + "FP": 30636, + "IoU": 0.4454107448470868, + "TN": 113365028, + "TP": 47887, + "n_pred": 78523, + "n_ref": 76876 + }, + "14": { + "Dice": 0.9698958922951798, + "FN": 12568, + "FP": 3015, + "IoU": 0.9415513296575523, + "TN": 113205930, + "TP": 251027, + "n_pred": 254042, + "n_ref": 263595 + }, + "15": { + "Dice": 0.759886534290005, + "FN": 3667, + "FP": 7845, + "IoU": 0.6127556512378902, + "TN": 113442812, + "TP": 18216, + "n_pred": 26061, + "n_ref": 21883 + }, + "2": { + "Dice": 0.9644639523895063, + "FN": 3599, + "FP": 5501, + "IoU": 0.931366855470665, + "TN": 113339951, + "TP": 123489, + "n_pred": 128990, + "n_ref": 127088 + }, + "3": { + "Dice": 0.9642616825554715, + "FN": 4942, + "FP": 3609, + "IoU": 0.930989677908788, + "TN": 113348631, + "TP": 115358, + "n_pred": 118967, + "n_ref": 120300 + }, + "4": { + "Dice": 0.7470539099145409, + "FN": 2026, + "FP": 17657, + "IoU": 0.596237871546083, + "TN": 113423791, + "TP": 29066, + "n_pred": 46723, + "n_ref": 31092 + }, + "5": { + "Dice": 0.5777688997039969, + "FN": 16918, + "FP": 6333, + "IoU": 0.40624122168594706, + "TN": 113433381, + "TP": 15908, + "n_pred": 22241, + "n_ref": 32826 + }, + "6": { + "Dice": 0.9575599390115256, + "FN": 43009, + "FP": 54552, + "IoU": 0.9185755371906345, + "TN": 112274362, + "TP": 1100617, + "n_pred": 1155169, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.881141368126334, + "FN": 27308, + "FP": 24144, + "IoU": 0.7875359254732252, + "TN": 113230372, + "TP": 190716, + "n_pred": 214860, + "n_ref": 218024 + }, + "8": { + "Dice": 0.9482425001074997, + "FN": 16104, + "FP": 5562, + "IoU": 0.9015790238761493, + "TN": 113252404, + "TP": 198470, + "n_pred": 204032, + "n_ref": 214574 + }, + "9": { + "Dice": 0.9066036126075616, + "FN": 13260, + "FP": 5897, + "IoU": 0.8291628023114789, + "TN": 113360404, + "TP": 92979, + "n_pred": 98876, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8927857839731289, + "FN": 3193, + "FP": 26588, + "IoU": 0.8063351888461139, + "TN": 75042952, + "TP": 123995, + "n_pred": 150583, + "n_ref": 127188 + }, + "10": { + "Dice": 0.8519355598877439, + "FN": 20520, + "FP": 7126, + "IoU": 0.7420624924193654, + "TN": 75089547, + "TP": 79535, + "n_pred": 86661, + "n_ref": 100055 + }, + "11": { + "Dice": 0.6196531791907515, + "FN": 1668, + "FP": 635, + "IoU": 0.4489112227805695, + "TN": 75192549, + "TP": 1876, + "n_pred": 2511, + "n_ref": 3544 + }, + "12": { + "Dice": 0.41337824831568815, + "FN": 2247, + "FP": 191, + "IoU": 0.2605398847437064, + "TN": 75193431, + "TP": 859, + "n_pred": 1050, + "n_ref": 3106 + }, + "13": { + "Dice": 0.5232524129862532, + "FN": 28425, + "FP": 20475, + "IoU": 0.3543275896217073, + "TN": 75120993, + "TP": 26835, + "n_pred": 47310, + "n_ref": 55260 + }, + "14": { + "Dice": 0.9414093487044519, + "FN": 6074, + "FP": 9732, + "IoU": 0.889304423340897, + "TN": 75053940, + "TP": 126982, + "n_pred": 136714, + "n_ref": 133056 + }, + "15": { + "Dice": 0.5299342077623077, + "FN": 42278, + "FP": 13665, + "IoU": 0.36048332704596636, + "TN": 75109251, + "TP": 31534, + "n_pred": 45199, + "n_ref": 73812 + }, + "2": { + "Dice": 0.946522429815517, + "FN": 5398, + "FP": 10525, + "IoU": 0.8984742120800576, + "TN": 75039891, + "TP": 140914, + "n_pred": 151439, + "n_ref": 146312 + }, + "3": { + "Dice": 0.9486782491293002, + "FN": 6281, + "FP": 9000, + "IoU": 0.9023671852538095, + "TN": 75040213, + "TP": 141234, + "n_pred": 150234, + "n_ref": 147515 + }, + "4": { + "Dice": 0.9104915340398076, + "FN": 1679, + "FP": 2899, + "IoU": 0.8356901873519489, + "TN": 75168866, + "TP": 23284, + "n_pred": 26183, + "n_ref": 24963 + }, + "5": { + "Dice": 0.8313991205939595, + "FN": 1934, + "FP": 405, + "IoU": 0.7114483098939057, + "TN": 75188622, + "TP": 5767, + "n_pred": 6172, + "n_ref": 7701 + }, + "6": { + "Dice": 0.9389097324962327, + "FN": 25667, + "FP": 134506, + "IoU": 0.8848537784679089, + "TN": 73805688, + "TP": 1230867, + "n_pred": 1365373, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.9158768444055394, + "FN": 6381, + "FP": 20335, + "IoU": 0.8448088574432614, + "TN": 75024579, + "TP": 145433, + "n_pred": 165768, + "n_ref": 151814 + }, + "8": { + "Dice": 0.9224205625390308, + "FN": 10147, + "FP": 2400, + "IoU": 0.8560116595324712, + "TN": 75109589, + "TP": 74592, + "n_pred": 76992, + "n_ref": 84739 + }, + "9": { + "Dice": 0.8016130479939478, + "FN": 14716, + "FP": 16228, + "IoU": 0.6689100266421288, + "TN": 75103267, + "TP": 62517, + "n_pred": 78745, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.973482635583496, + "FN": 6724, + "FP": 4669, + "IoU": 0.9483352832875321, + "TN": 86707354, + "TP": 209125, + "n_pred": 213794, + "n_ref": 215849 + }, + "10": { + "Dice": 0.6907272727272727, + "FN": 11843, + "FP": 39187, + "IoU": 0.5275656158866824, + "TN": 86819857, + "TP": 56985, + "n_pred": 96172, + "n_ref": 68828 + }, + "11": { + "Dice": 0.576931216931217, + "FN": 1227, + "FP": 772, + "IoU": 0.4054134443783462, + "TN": 86924510, + "TP": 1363, + "n_pred": 2135, + "n_ref": 2590 + }, + "12": { + "Dice": 0.631173962774254, + "FN": 1880, + "FP": 1667, + "IoU": 0.46110604679428746, + "TN": 86921290, + "TP": 3035, + "n_pred": 4702, + "n_ref": 4915 + }, + "13": { + "Dice": 0.5191927598044315, + "FN": 25415, + "FP": 30049, + "IoU": 0.35061468212153146, + "TN": 86842462, + "TP": 29946, + "n_pred": 59995, + "n_ref": 55361 + }, + "14": { + "Dice": 0.8638523358459115, + "FN": 12281, + "FP": 10098, + "IoU": 0.7603345613433858, + "TN": 86834496, + "TP": 70997, + "n_pred": 81095, + "n_ref": 83278 + }, + "15": { + "Dice": 0.5748213535098781, + "FN": 94278, + "FP": 6872, + "IoU": 0.40333284176375167, + "TN": 86758347, + "TP": 68375, + "n_pred": 75247, + "n_ref": 162653 + }, + "2": { + "Dice": 0.9325639356753925, + "FN": 6729, + "FP": 10263, + "IoU": 0.8736485180172812, + "TN": 86793390, + "TP": 117490, + "n_pred": 127753, + "n_ref": 124219 + }, + "3": { + "Dice": 0.9327642331663506, + "FN": 19343, + "FP": 2427, + "IoU": 0.8740001620576694, + "TN": 86755094, + "TP": 151008, + "n_pred": 153435, + "n_ref": 170351 + }, + "4": { + "Dice": 0.7841409691629956, + "FN": 2905, + "FP": 4592, + "IoU": 0.644927536231884, + "TN": 86906758, + "TP": 13617, + "n_pred": 18209, + "n_ref": 16522 + }, + "5": { + "Dice": 0.8740594768900036, + "FN": 594, + "FP": 812, + "IoU": 0.7762927605409705, + "TN": 86921587, + "TP": 4879, + "n_pred": 5691, + "n_ref": 5473 + }, + "6": { + "Dice": 0.9410010532296164, + "FN": 29818, + "FP": 113698, + "IoU": 0.8885760048198121, + "TN": 85639855, + "TP": 1144501, + "n_pred": 1258199, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.8811550661114607, + "FN": 202582, + "FP": 18780, + "IoU": 0.7875578102222005, + "TN": 85885885, + "TP": 820625, + "n_pred": 839405, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.9293330890436057, + "FN": 3665, + "FP": 4049, + "IoU": 0.8679945924671013, + "TN": 86869435, + "TP": 50723, + "n_pred": 54772, + "n_ref": 54388 + }, + "9": { + "Dice": 0.8073870787302475, + "FN": 4571, + "FP": 17467, + "IoU": 0.6769900479282396, + "TN": 86859645, + "TP": 46189, + "n_pred": 63656, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.643535686670559, + "FN": 6900, + "FP": 83458, + "IoU": 0.4744213912203861, + "TN": 37577679, + "TP": 81563, + "n_pred": 165021, + "n_ref": 88463 + }, + "10": { + "Dice": 0.7207971950544381, + "FN": 24090, + "FP": 3144, + "IoU": 0.5634737449509521, + "TN": 37687212, + "TP": 35154, + "n_pred": 38298, + "n_ref": 59244 + }, + "11": { + "Dice": 0.8166840458811262, + "FN": 630, + "FP": 249, + "IoU": 0.6901656679591117, + "TN": 37746763, + "TP": 1958, + "n_pred": 2207, + "n_ref": 2588 + }, + "12": { + "Dice": 0.712484237074401, + "FN": 1222, + "FP": 146, + "IoU": 0.5533790401567091, + "TN": 37746537, + "TP": 1695, + "n_pred": 1841, + "n_ref": 2917 + }, + "13": { + "Dice": 0.7252691211849093, + "FN": 12175, + "FP": 12606, + "IoU": 0.5689586196100259, + "TN": 37692109, + "TP": 32710, + "n_pred": 45316, + "n_ref": 44885 + }, + "14": { + "Dice": 0.37492054489091425, + "FN": 23596, + "FP": 232084, + "IoU": 0.23070905469403474, + "TN": 37417242, + "TP": 76678, + "n_pred": 308762, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 20306, + "IoU": 0.0, + "TN": 37729294, + "TP": 0, + "n_pred": 20306, + "n_ref": 0 + }, + "2": { + "Dice": 0.42732199472114196, + "FN": 72871, + "FP": 465, + "IoU": 0.27171613851455356, + "TN": 37648903, + "TP": 27361, + "n_pred": 27826, + "n_ref": 100232 + }, + "3": { + "Dice": 0.7952405029794111, + "FN": 4555, + "FP": 38776, + "IoU": 0.6600823690919788, + "TN": 37622125, + "TP": 84144, + "n_pred": 122920, + "n_ref": 88699 + }, + "4": { + "Dice": 0.0, + "FN": 11694, + "FP": 0, + "IoU": 0.0, + "TN": 37737906, + "TP": 0, + "n_pred": 0, + "n_ref": 11694 + }, + "5": { + "Dice": 0.7863617151176443, + "FN": 1677, + "FP": 2872, + "IoU": 0.6479374661403916, + "TN": 37736679, + "TP": 8372, + "n_pred": 11244, + "n_ref": 10049 + }, + "6": { + "Dice": 0.8442776184254269, + "FN": 196514, + "FP": 4902, + "IoU": 0.7305193979848091, + "TN": 37002177, + "TP": 546007, + "n_pred": 550909, + "n_ref": 742521 + }, + "7": { + "Dice": 0.9043248309080474, + "FN": 34095, + "FP": 31752, + "IoU": 0.8253585153869207, + "TN": 37372559, + "TP": 311194, + "n_pred": 342946, + "n_ref": 345289 + }, + "8": { + "Dice": 0.945755741180678, + "FN": 4039, + "FP": 4455, + "IoU": 0.8970935656219333, + "TN": 37667059, + "TP": 74047, + "n_pred": 78502, + "n_ref": 78086 + }, + "9": { + "Dice": 0.8383067067031391, + "FN": 7729, + "FP": 10418, + "IoU": 0.7216248140023623, + "TN": 37684411, + "TP": 47042, + "n_pred": 57460, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9649162822041366, + "FN": 11883, + "FP": 1653, + "IoU": 0.9322108594837689, + "TN": 75707010, + "TP": 186142, + "n_pred": 187795, + "n_ref": 198025 + }, + "10": { + "Dice": 0.9056371299788591, + "FN": 11942, + "FP": 9349, + "IoU": 0.8275473837680221, + "TN": 75783228, + "TP": 102169, + "n_pred": 111518, + "n_ref": 114111 + }, + "11": { + "Dice": 0.6837029893924783, + "FN": 1506, + "FP": 1118, + "IoU": 0.5194139194139195, + "TN": 75901228, + "TP": 2836, + "n_pred": 3954, + "n_ref": 4342 + }, + "12": { + "Dice": 0.7461279461279461, + "FN": 1260, + "FP": 1002, + "IoU": 0.5950590762620838, + "TN": 75901102, + "TP": 3324, + "n_pred": 4326, + "n_ref": 4584 + }, + "13": { + "Dice": 0.7738415329931928, + "FN": 12001, + "FP": 5242, + "IoU": 0.6311105406157071, + "TN": 75859945, + "TP": 29500, + "n_pred": 34742, + "n_ref": 41501 + }, + "14": { + "Dice": 0.8768809205787281, + "FN": 2556, + "FP": 31457, + "IoU": 0.7807550745470133, + "TN": 75751551, + "TP": 121124, + "n_pred": 152581, + "n_ref": 123680 + }, + "15": { + "Dice": 0.6266458667277307, + "FN": 99699, + "FP": 4649, + "IoU": 0.4562886232661866, + "TN": 75714770, + "TP": 87570, + "n_pred": 92219, + "n_ref": 187269 + }, + "2": { + "Dice": 0.9003661507490773, + "FN": 7550, + "FP": 33430, + "IoU": 0.8187872275507091, + "TN": 75680545, + "TP": 185163, + "n_pred": 218593, + "n_ref": 192713 + }, + "3": { + "Dice": 0.8992775455988596, + "FN": 43051, + "FP": 3584, + "IoU": 0.8169884624440782, + "TN": 75651868, + "TP": 208185, + "n_pred": 211769, + "n_ref": 251236 + }, + "4": { + "Dice": 0.9136268206272142, + "FN": 2326, + "FP": 2940, + "IoU": 0.8409880121991726, + "TN": 75873571, + "TP": 27851, + "n_pred": 30791, + "n_ref": 30177 + }, + "5": { + "Dice": 0.8782813671916854, + "FN": 1432, + "FP": 840, + "IoU": 0.782978316935715, + "TN": 75896219, + "TP": 8197, + "n_pred": 9037, + "n_ref": 9629 + }, + "6": { + "Dice": 0.9752168763140162, + "FN": 54935, + "FP": 29030, + "IoU": 0.9516324515633262, + "TN": 74170710, + "TP": 1652013, + "n_pred": 1681043, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.8923209121235954, + "FN": 22431, + "FP": 38220, + "IoU": 0.8055771043166621, + "TN": 75594734, + "TP": 251303, + "n_pred": 289523, + "n_ref": 273734 + }, + "8": { + "Dice": 0.954115140466097, + "FN": 4871, + "FP": 3485, + "IoU": 0.9122563844086021, + "TN": 75811456, + "TP": 86876, + "n_pred": 90361, + "n_ref": 91747 + }, + "9": { + "Dice": 0.8756405399477598, + "FN": 11872, + "FP": 6839, + "IoU": 0.7787905657031389, + "TN": 75822103, + "TP": 65874, + "n_pred": 72713, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9690562279204644, + "FN": 1646, + "FP": 4319, + "IoU": 0.9399700101643402, + "TN": 61288383, + "TP": 93402, + "n_pred": 97721, + "n_ref": 95048 + }, + "10": { + "Dice": 0.8829738812717058, + "FN": 7246, + "FP": 11523, + "IoU": 0.7904684290434938, + "TN": 61298174, + "TP": 70807, + "n_pred": 82330, + "n_ref": 78053 + }, + "11": { + "Dice": 0.7665505226480837, + "FN": 702, + "FP": 906, + "IoU": 0.6214689265536724, + "TN": 61383502, + "TP": 2640, + "n_pred": 3546, + "n_ref": 3342 + }, + "12": { + "Dice": 0.7846542469213768, + "FN": 884, + "FP": 480, + "IoU": 0.6456222395427383, + "TN": 61383901, + "TP": 2485, + "n_pred": 2965, + "n_ref": 3369 + }, + "13": { + "Dice": 0.5973001887223377, + "FN": 14610, + "FP": 18891, + "IoU": 0.4258218215473212, + "TN": 61329404, + "TP": 24845, + "n_pred": 43736, + "n_ref": 39455 + }, + "14": { + "Dice": 0.862600355622609, + "FN": 2424, + "FP": 17976, + "IoU": 0.758396892320811, + "TN": 61303314, + "TP": 64036, + "n_pred": 82012, + "n_ref": 66460 + }, + "15": { + "Dice": 0.892574399084319, + "FN": 5300, + "FP": 3710, + "IoU": 0.8059903964169591, + "TN": 61341309, + "TP": 37431, + "n_pred": 41141, + "n_ref": 42731 + }, + "2": { + "Dice": 0.9248153718696777, + "FN": 3116, + "FP": 18029, + "IoU": 0.8601456416633045, + "TN": 61236557, + "TP": 130048, + "n_pred": 148077, + "n_ref": 133164 + }, + "3": { + "Dice": 0.9108594738501699, + "FN": 19518, + "FP": 2815, + "IoU": 0.836310330926815, + "TN": 61251315, + "TP": 114102, + "n_pred": 116917, + "n_ref": 133620 + }, + "4": { + "Dice": 0.7385323645238228, + "FN": 5661, + "FP": 3767, + "IoU": 0.5854548652332586, + "TN": 61365007, + "TP": 13315, + "n_pred": 17082, + "n_ref": 18976 + }, + "5": { + "Dice": 0.5220408163265307, + "FN": 16184, + "FP": 4894, + "IoU": 0.3532173432753383, + "TN": 61355161, + "TP": 11511, + "n_pred": 16405, + "n_ref": 27695 + }, + "6": { + "Dice": 0.9678029794045957, + "FN": 40367, + "FP": 23130, + "IoU": 0.937614583353802, + "TN": 60369932, + "TP": 954321, + "n_pred": 977451, + "n_ref": 994688 + }, + "7": { + "Dice": 0.8980668331416066, + "FN": 20095, + "FP": 16235, + "IoU": 0.8149921067372816, + "TN": 61191380, + "TP": 160040, + "n_pred": 176275, + "n_ref": 180135 + }, + "8": { + "Dice": 0.937461180999547, + "FN": 17647, + "FP": 12862, + "IoU": 0.8822841709269799, + "TN": 61128575, + "TP": 228666, + "n_pred": 241528, + "n_ref": 246313 + }, + "9": { + "Dice": 0.8697445805782023, + "FN": 13095, + "FP": 6860, + "IoU": 0.7695115330861545, + "TN": 61301173, + "TP": 66622, + "n_pred": 73482, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.974665995803537, + "FN": 3423, + "FP": 6043, + "IoU": 0.950583899309344, + "TN": 39557243, + "TP": 182091, + "n_pred": 188134, + "n_ref": 185514 + }, + "10": { + "Dice": 0.7195289417835297, + "FN": 17250, + "FP": 9710, + "IoU": 0.5619251893016152, + "TN": 39687258, + "TP": 34582, + "n_pred": 44292, + "n_ref": 51832 + }, + "11": { + "Dice": 0.7462416228944032, + "FN": 971, + "FP": 430, + "IoU": 0.5952036983530772, + "TN": 39745339, + "TP": 2060, + "n_pred": 2490, + "n_ref": 3031 + }, + "12": { + "Dice": 0.7682059046177139, + "FN": 923, + "FP": 608, + "IoU": 0.6236479842674533, + "TN": 39744732, + "TP": 2537, + "n_pred": 3145, + "n_ref": 3460 + }, + "13": { + "Dice": 0.7142990489426357, + "FN": 9375, + "FP": 18172, + "IoU": 0.5555716890115031, + "TN": 39686817, + "TP": 34436, + "n_pred": 52608, + "n_ref": 43811 + }, + "14": { + "Dice": 0.402365308804205, + "FN": 11899, + "FP": 51773, + "IoU": 0.25185063332784996, + "TN": 39663694, + "TP": 21434, + "n_pred": 73207, + "n_ref": 33333 + }, + "15": { + "Dice": 0.6734109705270813, + "FN": 15604, + "FP": 19423, + "IoU": 0.50762591546128, + "TN": 39677661, + "TP": 36112, + "n_pred": 55535, + "n_ref": 51716 + }, + "2": { + "Dice": 0.9272803699033207, + "FN": 10856, + "FP": 5925, + "IoU": 0.8644200626959248, + "TN": 39625028, + "TP": 106991, + "n_pred": 112916, + "n_ref": 117847 + }, + "3": { + "Dice": 0.9367826734201115, + "FN": 5273, + "FP": 12138, + "IoU": 0.8810829639444585, + "TN": 39602387, + "TP": 129002, + "n_pred": 141140, + "n_ref": 134275 + }, + "4": { + "Dice": 0.8705032703488372, + "FN": 4608, + "FP": 1094, + "IoU": 0.7707001246632083, + "TN": 39723933, + "TP": 19165, + "n_pred": 20259, + "n_ref": 23773 + }, + "5": { + "Dice": 0.8032717529262445, + "FN": 828, + "FP": 1962, + "IoU": 0.6712231911383455, + "TN": 39740314, + "TP": 5696, + "n_pred": 7658, + "n_ref": 6524 + }, + "6": { + "Dice": 0.9735134007301108, + "FN": 25139, + "FP": 23988, + "IoU": 0.9483936774455148, + "TN": 38796843, + "TP": 902830, + "n_pred": 926818, + "n_ref": 927969 + }, + "7": { + "Dice": 0.923132592626501, + "FN": 96848, + "FP": 8941, + "IoU": 0.8572388636759282, + "TN": 39007779, + "TP": 635232, + "n_pred": 644173, + "n_ref": 732080 + }, + "8": { + "Dice": 0.9593243121244646, + "FN": 1716, + "FP": 2339, + "IoU": 0.9218283114529717, + "TN": 39696927, + "TP": 47818, + "n_pred": 50157, + "n_ref": 49534 + }, + "9": { + "Dice": 0.8963822191576676, + "FN": 1329, + "FP": 7988, + "IoU": 0.8122216175907451, + "TN": 39699183, + "TP": 40300, + "n_pred": 48288, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.854680880733592, + "FN": 8085, + "FP": 22136, + "IoU": 0.746238202398146, + "TN": 101277516, + "TP": 88871, + "n_pred": 111007, + "n_ref": 96956 + }, + "10": { + "Dice": 0.8384188398048961, + "FN": 18877, + "FP": 5604, + "IoU": 0.7217910108528893, + "TN": 101308613, + "TP": 63514, + "n_pred": 69118, + "n_ref": 82391 + }, + "11": { + "Dice": 0.6644060133378547, + "FN": 2590, + "FP": 379, + "IoU": 0.4974610697359513, + "TN": 101390700, + "TP": 2939, + "n_pred": 3318, + "n_ref": 5529 + }, + "12": { + "Dice": 0.6864914707238359, + "FN": 2247, + "FP": 473, + "IoU": 0.5226395226395226, + "TN": 101390910, + "TP": 2978, + "n_pred": 3451, + "n_ref": 5225 + }, + "13": { + "Dice": 0.9021980360563038, + "FN": 5431, + "FP": 4220, + "IoU": 0.8218222099141512, + "TN": 101342443, + "TP": 44514, + "n_pred": 48734, + "n_ref": 49945 + }, + "14": { + "Dice": 0.9793839947883922, + "FN": 3423, + "FP": 3824, + "IoU": 0.9596008584887253, + "TN": 101217223, + "TP": 172138, + "n_pred": 175962, + "n_ref": 175561 + }, + "15": { + "Dice": 0.9020139870829671, + "FN": 3271, + "FP": 1857, + "IoU": 0.8215168285127562, + "TN": 101367877, + "TP": 23603, + "n_pred": 25460, + "n_ref": 26874 + }, + "2": { + "Dice": 0.9741531688770803, + "FN": 6483, + "FP": 2817, + "IoU": 0.9496087908277162, + "TN": 101212052, + "TP": 175256, + "n_pred": 178073, + "n_ref": 181739 + }, + "3": { + "Dice": 0.973202614379085, + "FN": 6364, + "FP": 2492, + "IoU": 0.9478039465308721, + "TN": 101226940, + "TP": 160812, + "n_pred": 163304, + "n_ref": 167176 + }, + "4": { + "Dice": 0.8748560460652591, + "FN": 1030, + "FP": 1578, + "IoU": 0.7775503241214603, + "TN": 101384884, + "TP": 9116, + "n_pred": 10694, + "n_ref": 10146 + }, + "5": { + "Dice": 0.7052507609244276, + "FN": 15461, + "FP": 3810, + "IoU": 0.5447006568066909, + "TN": 101354282, + "TP": 23055, + "n_pred": 26865, + "n_ref": 38516 + }, + "6": { + "Dice": 0.9715876009642743, + "FN": 60001, + "FP": 43551, + "IoU": 0.9447451254722986, + "TN": 99522529, + "TP": 1770527, + "n_pred": 1814078, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.8927738820129537, + "FN": 74239, + "FP": 18669, + "IoU": 0.8063157719184136, + "TN": 100916920, + "TP": 386780, + "n_pred": 405449, + "n_ref": 461019 + }, + "8": { + "Dice": 0.9301299220467719, + "FN": 23047, + "FP": 11909, + "IoU": 0.8693858639604227, + "TN": 101128980, + "TP": 232672, + "n_pred": 244581, + "n_ref": 255719 + }, + "9": { + "Dice": 0.9173160487078367, + "FN": 4394, + "FP": 10429, + "IoU": 0.847261149122084, + "TN": 101299560, + "TP": 82225, + "n_pred": 92654, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8191302501117163, + "FN": 31856, + "FP": 49904, + "IoU": 0.6936668927197179, + "TN": 73616605, + "TP": 185139, + "n_pred": 235043, + "n_ref": 216995 + }, + "10": { + "Dice": 0.2706813293835978, + "FN": 59165, + "FP": 30698, + "IoU": 0.1565248406686753, + "TN": 73776965, + "TP": 16676, + "n_pred": 47374, + "n_ref": 75841 + }, + "11": { + "Dice": 0.5937649117226022, + "FN": 2526, + "FP": 2582, + "IoU": 0.42223730347245786, + "TN": 73874663, + "TP": 3733, + "n_pred": 6315, + "n_ref": 6259 + }, + "12": { + "Dice": 0.2183998737572984, + "FN": 4849, + "FP": 104, + "IoU": 0.12258635961027457, + "TN": 73877859, + "TP": 692, + "n_pred": 796, + "n_ref": 5541 + }, + "13": { + "Dice": 0.020646493322149816, + "FN": 60439, + "FP": 15456, + "IoU": 0.010430927700632375, + "TN": 73806809, + "TP": 800, + "n_pred": 16256, + "n_ref": 61239 + }, + "14": { + "Dice": 0.6567099910480572, + "FN": 43188, + "FP": 17402, + "IoU": 0.4888817654204346, + "TN": 73764960, + "TP": 57954, + "n_pred": 75356, + "n_ref": 101142 + }, + "15": { + "Dice": 0.43491311052920295, + "FN": 159145, + "FP": 4646, + "IoU": 0.2778843228801566, + "TN": 73656683, + "TP": 63030, + "n_pred": 67676, + "n_ref": 222175 + }, + "2": { + "Dice": 0.46810625974436804, + "FN": 128900, + "FP": 12338, + "IoU": 0.3055735834955848, + "TN": 73680116, + "TP": 62150, + "n_pred": 74488, + "n_ref": 191050 + }, + "3": { + "Dice": 0.6378645713886867, + "FN": 27604, + "FP": 153987, + "IoU": 0.46828278450916205, + "TN": 73541986, + "TP": 159927, + "n_pred": 313914, + "n_ref": 187531 + }, + "4": { + "Dice": 0.0, + "FN": 47888, + "FP": 29158, + "IoU": 0.0, + "TN": 73806458, + "TP": 0, + "n_pred": 29158, + "n_ref": 47888 + }, + "5": { + "Dice": 0.3458044982698962, + "FN": 11930, + "FP": 170, + "IoU": 0.20904693423976992, + "TN": 73868206, + "TP": 3198, + "n_pred": 3368, + "n_ref": 15128 + }, + "6": { + "Dice": 0.7665387726138905, + "FN": 213831, + "FP": 692250, + "IoU": 0.6214534803321721, + "TN": 71489925, + "TP": 1487498, + "n_pred": 2179748, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.3577807887178802, + "FN": 97606, + "FP": 171620, + "IoU": 0.21786420854165517, + "TN": 73539285, + "TP": 74993, + "n_pred": 246613, + "n_ref": 172599 + }, + "8": { + "Dice": 0.7764684375571274, + "FN": 24230, + "FP": 7562, + "IoU": 0.6346125113494007, + "TN": 73796495, + "TP": 55217, + "n_pred": 62779, + "n_ref": 79447 + }, + "9": { + "Dice": 0.813615043135941, + "FN": 12471, + "FP": 23133, + "IoU": 0.6857934588841625, + "TN": 73770190, + "TP": 77710, + "n_pred": 100843, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9644149949493461, + "FN": 7373, + "FP": 5908, + "IoU": 0.9312755498059508, + "TN": 69302526, + "TP": 179969, + "n_pred": 185877, + "n_ref": 187342 + }, + "10": { + "Dice": 0.7422724161533196, + "FN": 13250, + "FP": 24404, + "IoU": 0.5901694656987059, + "TN": 69403899, + "TP": 54223, + "n_pred": 78627, + "n_ref": 67473 + }, + "11": { + "Dice": 0.7738530247665448, + "FN": 602, + "FP": 1069, + "IoU": 0.6311258278145695, + "TN": 69491246, + "TP": 2859, + "n_pred": 3928, + "n_ref": 3461 + }, + "12": { + "Dice": 0.5614243323442136, + "FN": 1260, + "FP": 1696, + "IoU": 0.39026402640264024, + "TN": 69490928, + "TP": 1892, + "n_pred": 3588, + "n_ref": 3152 + }, + "13": { + "Dice": 0.7070859718219447, + "FN": 24946, + "FP": 18859, + "IoU": 0.5468932631339408, + "TN": 69399099, + "TP": 52872, + "n_pred": 71731, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9492223568317999, + "FN": 6084, + "FP": 9424, + "IoU": 0.9033522582092621, + "TN": 69335317, + "TP": 144951, + "n_pred": 154375, + "n_ref": 151035 + }, + "15": { + "Dice": 0.8436469577195239, + "FN": 24787, + "FP": 866, + "IoU": 0.7295755940207881, + "TN": 69400914, + "TP": 69209, + "n_pred": 70075, + "n_ref": 93996 + }, + "2": { + "Dice": 0.9451885720240596, + "FN": 5030, + "FP": 11801, + "IoU": 0.8960735037140863, + "TN": 69333825, + "TP": 145120, + "n_pred": 156921, + "n_ref": 150150 + }, + "3": { + "Dice": 0.9440329391510583, + "FN": 15742, + "FP": 2853, + "IoU": 0.8939984722554754, + "TN": 69320354, + "TP": 156827, + "n_pred": 159680, + "n_ref": 172569 + }, + "4": { + "Dice": 0.48174595577677803, + "FN": 24537, + "FP": 2534, + "IoU": 0.3173026000554813, + "TN": 69456123, + "TP": 12582, + "n_pred": 15116, + "n_ref": 37119 + }, + "5": { + "Dice": 0.8566430699428759, + "FN": 3422, + "FP": 1823, + "IoU": 0.7492350353796137, + "TN": 69474860, + "TP": 15671, + "n_pred": 17494, + "n_ref": 19093 + }, + "6": { + "Dice": 0.9651422667418974, + "FN": 66698, + "FP": 33199, + "IoU": 0.9326328013255349, + "TN": 68012903, + "TP": 1382976, + "n_pred": 1416175, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.9114718340301189, + "FN": 14633, + "FP": 43324, + "IoU": 0.8373433619129141, + "TN": 69139461, + "TP": 298358, + "n_pred": 341682, + "n_ref": 312991 + }, + "8": { + "Dice": 0.8443968268441688, + "FN": 14601, + "FP": 12703, + "IoU": 0.7306979129680041, + "TN": 69394388, + "TP": 74084, + "n_pred": 86787, + "n_ref": 88685 + }, + "9": { + "Dice": 0.8388136223394888, + "FN": 16071, + "FP": 8640, + "IoU": 0.7223763889044928, + "TN": 69406767, + "TP": 64298, + "n_pred": 72938, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8889090566696994, + "FN": 6519, + "FP": 42444, + "IoU": 0.8000326723979498, + "TN": 50588697, + "TP": 195892, + "n_pred": 238336, + "n_ref": 202411 + }, + "10": { + "Dice": 0.8718939558236891, + "FN": 9505, + "FP": 9988, + "IoU": 0.7728829752528312, + "TN": 50747724, + "TP": 66335, + "n_pred": 76323, + "n_ref": 75840 + }, + "11": { + "Dice": 0.8376042456406368, + "FN": 1205, + "FP": 937, + "IoU": 0.7205843986433603, + "TN": 50825886, + "TP": 5524, + "n_pred": 6461, + "n_ref": 6729 + }, + "12": { + "Dice": 0.37479309529439586, + "FN": 4714, + "FP": 574, + "IoU": 0.23061254183035065, + "TN": 50826679, + "TP": 1585, + "n_pred": 2159, + "n_ref": 6299 + }, + "13": { + "Dice": 0.6361281728705691, + "FN": 9581, + "FP": 34672, + "IoU": 0.4664134563212154, + "TN": 50750617, + "TP": 38682, + "n_pred": 73354, + "n_ref": 48263 + }, + "14": { + "Dice": 0.6283750159130626, + "FN": 23589, + "FP": 8522, + "IoU": 0.4581245042947063, + "TN": 50774293, + "TP": 27148, + "n_pred": 35670, + "n_ref": 50737 + }, + "15": { + "Dice": 0.6915040114956292, + "FN": 11657, + "FP": 8953, + "IoU": 0.5284723969891785, + "TN": 50789843, + "TP": 23099, + "n_pred": 32052, + "n_ref": 34756 + }, + "2": { + "Dice": 0.9373175557862978, + "FN": 20696, + "FP": 4900, + "IoU": 0.8820297737014334, + "TN": 50616582, + "TP": 191374, + "n_pred": 196274, + "n_ref": 212070 + }, + "3": { + "Dice": 0.9386955475330927, + "FN": 8121, + "FP": 17351, + "IoU": 0.8844733906007638, + "TN": 50613066, + "TP": 195014, + "n_pred": 212365, + "n_ref": 203135 + }, + "4": { + "Dice": 0.9192672626556244, + "FN": 1204, + "FP": 1740, + "IoU": 0.8505962953565085, + "TN": 50813847, + "TP": 16761, + "n_pred": 18501, + "n_ref": 17965 + }, + "5": { + "Dice": 0.860066371681416, + "FN": 1959, + "FP": 1583, + "IoU": 0.7544881125667152, + "TN": 50819125, + "TP": 10885, + "n_pred": 12468, + "n_ref": 12844 + }, + "6": { + "Dice": 0.9704134640256987, + "FN": 54256, + "FP": 76364, + "IoU": 0.942527344831091, + "TN": 48560819, + "TP": 2142113, + "n_pred": 2218477, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.7801872703229646, + "FN": 9476, + "FP": 113864, + "IoU": 0.6395959407060227, + "TN": 50491325, + "TP": 218887, + "n_pred": 332751, + "n_ref": 228363 + }, + "8": { + "Dice": 0.9589781792527763, + "FN": 5733, + "FP": 2582, + "IoU": 0.9211893162474172, + "TN": 50728046, + "TP": 97191, + "n_pred": 99773, + "n_ref": 102924 + }, + "9": { + "Dice": 0.8849379161418032, + "FN": 16766, + "FP": 8810, + "IoU": 0.7936221031566716, + "TN": 50709624, + "TP": 98352, + "n_pred": 107162, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9653867097823505, + "FN": 10736, + "FP": 3693, + "IoU": 0.9330894150598666, + "TN": 76669214, + "TP": 201217, + "n_pred": 204910, + "n_ref": 211953 + }, + "10": { + "Dice": 0.7799942594718714, + "FN": 10609, + "FP": 20051, + "IoU": 0.6393365486413363, + "TN": 76799850, + "TP": 54350, + "n_pred": 74401, + "n_ref": 64959 + }, + "11": { + "Dice": 0.6887863733144074, + "FN": 933, + "FP": 821, + "IoU": 0.5253044654939107, + "TN": 76881165, + "TP": 1941, + "n_pred": 2762, + "n_ref": 2874 + }, + "12": { + "Dice": 0.5616927727397637, + "FN": 1587, + "FP": 8, + "IoU": 0.39052350019105847, + "TN": 76882243, + "TP": 1022, + "n_pred": 1030, + "n_ref": 2609 + }, + "13": { + "Dice": 0.5773343906045734, + "FN": 15844, + "FP": 23600, + "IoU": 0.40581172890649714, + "TN": 76818477, + "TP": 26939, + "n_pred": 50539, + "n_ref": 42783 + }, + "14": { + "Dice": 0.8505135397446699, + "FN": 1764, + "FP": 26268, + "IoU": 0.7399074013936183, + "TN": 76777083, + "TP": 79745, + "n_pred": 106013, + "n_ref": 81509 + }, + "15": { + "Dice": 0.6552871995659378, + "FN": 17672, + "FP": 5835, + "IoU": 0.48730643402399126, + "TN": 76839010, + "TP": 22343, + "n_pred": 28178, + "n_ref": 40015 + }, + "2": { + "Dice": 0.944700002368714, + "FN": 4191, + "FP": 7482, + "IoU": 0.895195683207786, + "TN": 76773481, + "TP": 99706, + "n_pred": 107188, + "n_ref": 103897 + }, + "3": { + "Dice": 0.9439407064178332, + "FN": 5330, + "FP": 5607, + "IoU": 0.8938330566799655, + "TN": 76781843, + "TP": 92080, + "n_pred": 97687, + "n_ref": 97410 + }, + "4": { + "Dice": 0.9334354406400516, + "FN": 1723, + "FP": 1580, + "IoU": 0.8751795026830927, + "TN": 76858398, + "TP": 23159, + "n_pred": 24739, + "n_ref": 24882 + }, + "5": { + "Dice": 0.8228360434566498, + "FN": 4167, + "FP": 823, + "IoU": 0.698998672940041, + "TN": 76868282, + "TP": 11588, + "n_pred": 12411, + "n_ref": 15755 + }, + "6": { + "Dice": 0.968459045906176, + "FN": 31474, + "FP": 40148, + "IoU": 0.9388469183532674, + "TN": 75713668, + "TP": 1099570, + "n_pred": 1139718, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.83072545401007, + "FN": 18687, + "FP": 39374, + "IoU": 0.710462274971326, + "TN": 76684330, + "TP": 142469, + "n_pred": 181843, + "n_ref": 161156 + }, + "8": { + "Dice": 0.9556878961148593, + "FN": 4851, + "FP": 1868, + "IoU": 0.9151362821128148, + "TN": 76805686, + "TP": 72455, + "n_pred": 74323, + "n_ref": 77306 + }, + "9": { + "Dice": 0.9180197434600499, + "FN": 11001, + "FP": 3424, + "IoU": 0.8484625647382631, + "TN": 76789669, + "TP": 80766, + "n_pred": 84190, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.765785197437934, + "FN": 19482, + "FP": 44802, + "IoU": 0.6204634686346864, + "TN": 130830557, + "TP": 105091, + "n_pred": 149893, + "n_ref": 124573 + }, + "10": { + "Dice": 0.8037242688162951, + "FN": 14790, + "FP": 6101, + "IoU": 0.6718553656697662, + "TN": 130936268, + "TP": 42773, + "n_pred": 48874, + "n_ref": 57563 + }, + "11": { + "Dice": 0.7498975829578042, + "FN": 1907, + "FP": 535, + "IoU": 0.5998689169261019, + "TN": 130993829, + "TP": 3661, + "n_pred": 4196, + "n_ref": 5568 + }, + "12": { + "Dice": 0.7234240521051407, + "FN": 2637, + "FP": 930, + "IoU": 0.5666909620991254, + "TN": 130991700, + "TP": 4665, + "n_pred": 5595, + "n_ref": 7302 + }, + "13": { + "Dice": 0.4366097796827222, + "FN": 53358, + "FP": 11313, + "IoU": 0.2792711467736543, + "TN": 130910202, + "TP": 25059, + "n_pred": 36372, + "n_ref": 78417 + }, + "14": { + "Dice": 0.002821978931193948, + "FN": 944788, + "FP": 100, + "IoU": 0.0014129831699648604, + "TN": 130053707, + "TP": 1337, + "n_pred": 1437, + "n_ref": 946125 + }, + "15": { + "Dice": 0.1744518360191167, + "FN": 21678, + "FP": 12697, + "IoU": 0.0955613439629542, + "TN": 130961925, + "TP": 3632, + "n_pred": 16329, + "n_ref": 25310 + }, + "2": { + "Dice": 0.8031890408941098, + "FN": 66178, + "FP": 8645, + "IoU": 0.6711076923076923, + "TN": 130772432, + "TP": 152677, + "n_pred": 161322, + "n_ref": 218855 + }, + "3": { + "Dice": 0.876900762029604, + "FN": 16126, + "FP": 58813, + "IoU": 0.7807865346024911, + "TN": 130658078, + "TP": 266915, + "n_pred": 325728, + "n_ref": 283041 + }, + "4": { + "Dice": 0.0, + "FN": 2280, + "FP": 3583, + "IoU": 0.0, + "TN": 130994069, + "TP": 0, + "n_pred": 3583, + "n_ref": 2280 + }, + "5": { + "Dice": 0.4306909707503179, + "FN": 17115, + "FP": 344, + "IoU": 0.2744462452728255, + "TN": 130975869, + "TP": 6604, + "n_pred": 6948, + "n_ref": 23719 + }, + "6": { + "Dice": 0.8915819298659989, + "FN": 70674, + "FP": 270379, + "IoU": 0.8043733261748539, + "TN": 129256545, + "TP": 1402334, + "n_pred": 1672713, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.5768216529677946, + "FN": 84307, + "FP": 91414, + "IoU": 0.4053052480531743, + "TN": 130704451, + "TP": 119760, + "n_pred": 211174, + "n_ref": 204067 + }, + "8": { + "Dice": 0.9422829406851808, + "FN": 9252, + "FP": 5053, + "IoU": 0.8908648417711862, + "TN": 130868856, + "TP": 116771, + "n_pred": 121824, + "n_ref": 126023 + }, + "9": { + "Dice": 0.7712981320693086, + "FN": 6451, + "FP": 23656, + "IoU": 0.6277341576506955, + "TN": 130919057, + "TP": 50768, + "n_pred": 74424, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9539188385305757, + "FN": 2094, + "FP": 3251, + "IoU": 0.9118975407133909, + "TN": 74366030, + "TP": 55323, + "n_pred": 58574, + "n_ref": 57417 + }, + "10": { + "Dice": 0.699950311146866, + "FN": 34402, + "FP": 3641, + "IoU": 0.5384027373325568, + "TN": 74344282, + "TP": 44373, + "n_pred": 48014, + "n_ref": 78775 + }, + "11": { + "Dice": 0.7141638225255973, + "FN": 714, + "FP": 626, + "IoU": 0.555408095554081, + "TN": 74423684, + "TP": 1674, + "n_pred": 2300, + "n_ref": 2388 + }, + "12": { + "Dice": 0.5901726427622842, + "FN": 1346, + "FP": 197, + "IoU": 0.41861341371514693, + "TN": 74424044, + "TP": 1111, + "n_pred": 1308, + "n_ref": 2457 + }, + "13": { + "Dice": 0.43306595618038035, + "FN": 72769, + "FP": 7239, + "IoU": 0.27637791002659046, + "TN": 74316132, + "TP": 30558, + "n_pred": 37797, + "n_ref": 103327 + }, + "14": { + "Dice": 0.9197594382466633, + "FN": 18495, + "FP": 8096, + "IoU": 0.851439457849836, + "TN": 74247707, + "TP": 152400, + "n_pred": 160496, + "n_ref": 170895 + }, + "15": { + "Dice": 0.6309538092381524, + "FN": 11700, + "FP": 604, + "IoU": 0.4608710892997984, + "TN": 74403876, + "TP": 10518, + "n_pred": 11122, + "n_ref": 22218 + }, + "2": { + "Dice": 0.8822635257405278, + "FN": 9055, + "FP": 20223, + "IoU": 0.7893305318903984, + "TN": 74287722, + "TP": 109698, + "n_pred": 129921, + "n_ref": 118753 + }, + "3": { + "Dice": 0.9155525055806653, + "FN": 15122, + "FP": 6290, + "IoU": 0.8442571081515533, + "TN": 74289215, + "TP": 116071, + "n_pred": 122361, + "n_ref": 131193 + }, + "4": { + "Dice": 0.696832198974876, + "FN": 13874, + "FP": 558, + "IoU": 0.5347217744535431, + "TN": 74395680, + "TP": 16586, + "n_pred": 17144, + "n_ref": 30460 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 74426698, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9669695109156051, + "FN": 16642, + "FP": 42858, + "IoU": 0.936051279350582, + "TN": 73496265, + "TP": 870933, + "n_pred": 913791, + "n_ref": 887575 + }, + "7": { + "Dice": 0.8372108322177232, + "FN": 23249, + "FP": 26242, + "IoU": 0.7200022630194337, + "TN": 74249943, + "TP": 127264, + "n_pred": 153506, + "n_ref": 150513 + }, + "8": { + "Dice": 0.924041780905549, + "FN": 1609, + "FP": 5234, + "IoU": 0.8588082367020179, + "TN": 74378232, + "TP": 41623, + "n_pred": 46857, + "n_ref": 43232 + }, + "9": { + "Dice": 0.8580954248732244, + "FN": 3144, + "FP": 6986, + "IoU": 0.7514598361057951, + "TN": 74385940, + "TP": 30628, + "n_pred": 37614, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9756076584857183, + "FN": 4273, + "FP": 2534, + "IoU": 0.9523769545597649, + "TN": 106503753, + "TP": 136128, + "n_pred": 138662, + "n_ref": 140401 + }, + "10": { + "Dice": 0.841577460304827, + "FN": 14751, + "FP": 17097, + "IoU": 0.7264857437306768, + "TN": 106530248, + "TP": 84592, + "n_pred": 101689, + "n_ref": 99343 + }, + "11": { + "Dice": 0.5669441790637368, + "FN": 2574, + "FP": 599, + "IoU": 0.3956190476190476, + "TN": 106641438, + "TP": 2077, + "n_pred": 2676, + "n_ref": 4651 + }, + "12": { + "Dice": 0.7843290127667869, + "FN": 1446, + "FP": 767, + "IoU": 0.6451819785153119, + "TN": 106640451, + "TP": 4024, + "n_pred": 4791, + "n_ref": 5470 + }, + "13": { + "Dice": 0.7322965881072742, + "FN": 14361, + "FP": 5074, + "IoU": 0.5776560836212704, + "TN": 106600671, + "TP": 26582, + "n_pred": 31656, + "n_ref": 40943 + }, + "14": { + "Dice": 0.9420732122665286, + "FN": 1104, + "FP": 7400, + "IoU": 0.8904899877664026, + "TN": 106569033, + "TP": 69151, + "n_pred": 76551, + "n_ref": 70255 + }, + "15": { + "Dice": 0.8335201401050788, + "FN": 2764, + "FP": 6742, + "IoU": 0.7145602498273429, + "TN": 106613385, + "TP": 23797, + "n_pred": 30539, + "n_ref": 26561 + }, + "2": { + "Dice": 0.9333595546742272, + "FN": 15815, + "FP": 8583, + "IoU": 0.8750460933338796, + "TN": 106451432, + "TP": 170858, + "n_pred": 179441, + "n_ref": 186673 + }, + "3": { + "Dice": 0.9127341781160935, + "FN": 9423, + "FP": 17552, + "IoU": 0.8394765656613744, + "TN": 106478644, + "TP": 141069, + "n_pred": 158621, + "n_ref": 150492 + }, + "4": { + "Dice": 0.890046351603192, + "FN": 770, + "FP": 1531, + "IoU": 0.8018770449457551, + "TN": 106635074, + "TP": 9313, + "n_pred": 10844, + "n_ref": 10083 + }, + "5": { + "Dice": 0.7690377618868398, + "FN": 1377, + "FP": 464, + "IoU": 0.6247452099470037, + "TN": 106641782, + "TP": 3065, + "n_pred": 3529, + "n_ref": 4442 + }, + "6": { + "Dice": 0.9754828365736841, + "FN": 28993, + "FP": 33519, + "IoU": 0.952139086973765, + "TN": 105340570, + "TP": 1243606, + "n_pred": 1277125, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.9200941948361692, + "FN": 31689, + "FP": 21313, + "IoU": 0.8520133797193387, + "TN": 106288534, + "TP": 305152, + "n_pred": 326465, + "n_ref": 336841 + }, + "8": { + "Dice": 0.9525115007284393, + "FN": 4670, + "FP": 1947, + "IoU": 0.90932883882814, + "TN": 106573710, + "TP": 66361, + "n_pred": 68308, + "n_ref": 71031 + }, + "9": { + "Dice": 0.884801429583757, + "FN": 13289, + "FP": 5406, + "IoU": 0.7934025859210962, + "TN": 106556198, + "TP": 71795, + "n_pred": 77201, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9429061973784132, + "FN": 11955, + "FP": 5337, + "IoU": 0.8919796852843248, + "TN": 107966847, + "TP": 142789, + "n_pred": 148126, + "n_ref": 154744 + }, + "10": { + "Dice": 0.8567494680306323, + "FN": 5849, + "FP": 19329, + "IoU": 0.749397830198069, + "TN": 108026458, + "TP": 75292, + "n_pred": 94621, + "n_ref": 81141 + }, + "11": { + "Dice": 0.6991423670668954, + "FN": 999, + "FP": 755, + "IoU": 0.5374472573839663, + "TN": 108123136, + "TP": 2038, + "n_pred": 2793, + "n_ref": 3037 + }, + "12": { + "Dice": 0.76248382923674, + "FN": 1027, + "FP": 809, + "IoU": 0.6161404975956513, + "TN": 108122145, + "TP": 2947, + "n_pred": 3756, + "n_ref": 3974 + }, + "13": { + "Dice": 0.7458394989866121, + "FN": 24247, + "FP": 11994, + "IoU": 0.5946922251051266, + "TN": 108037512, + "TP": 53175, + "n_pred": 65169, + "n_ref": 77422 + }, + "14": { + "Dice": 0.8077002020114725, + "FN": 2509, + "FP": 15292, + "IoU": 0.6774304611760442, + "TN": 108071743, + "TP": 37384, + "n_pred": 52676, + "n_ref": 39893 + }, + "15": { + "Dice": 0.7471579772638182, + "FN": 5312, + "FP": 9523, + "IoU": 0.5963704630788486, + "TN": 108090174, + "TP": 21919, + "n_pred": 31442, + "n_ref": 27231 + }, + "2": { + "Dice": 0.9488532414158822, + "FN": 11468, + "FP": 7822, + "IoU": 0.9026838865906568, + "TN": 107928708, + "TP": 178930, + "n_pred": 186752, + "n_ref": 190398 + }, + "3": { + "Dice": 0.9514951670070424, + "FN": 15272, + "FP": 3586, + "IoU": 0.907478093630717, + "TN": 107923106, + "TP": 184964, + "n_pred": 188550, + "n_ref": 200236 + }, + "4": { + "Dice": 0.9342760776062135, + "FN": 3116, + "FP": 1132, + "IoU": 0.8766586336052961, + "TN": 108092487, + "TP": 30193, + "n_pred": 31325, + "n_ref": 33309 + }, + "5": { + "Dice": 0.7762022194821209, + "FN": 1359, + "FP": 93, + "IoU": 0.6342569269521411, + "TN": 108122958, + "TP": 2518, + "n_pred": 2611, + "n_ref": 3877 + }, + "6": { + "Dice": 0.9708742545060683, + "FN": 49680, + "FP": 36101, + "IoU": 0.9433971103697291, + "TN": 106611440, + "TP": 1429707, + "n_pred": 1465808, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.9394562564684512, + "FN": 11751, + "FP": 19780, + "IoU": 0.8858250894396084, + "TN": 107850764, + "TP": 244633, + "n_pred": 264413, + "n_ref": 256384 + }, + "8": { + "Dice": 0.9479322805916733, + "FN": 2381, + "FP": 2100, + "IoU": 0.9010183119436284, + "TN": 108081657, + "TP": 40790, + "n_pred": 42890, + "n_ref": 43171 + }, + "9": { + "Dice": 0.9122979089454686, + "FN": 4999, + "FP": 5910, + "IoU": 0.8387387653736992, + "TN": 108059280, + "TP": 56739, + "n_pred": 62649, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7641688795311347, + "FN": 27225, + "FP": 32811, + "IoU": 0.6183440980521793, + "TN": 62412856, + "TP": 97268, + "n_pred": 130079, + "n_ref": 124493 + }, + "10": { + "Dice": 0.8502226736463786, + "FN": 10177, + "FP": 7076, + "IoU": 0.7394672465343843, + "TN": 62503938, + "TP": 48969, + "n_pred": 56045, + "n_ref": 59146 + }, + "11": { + "Dice": 0.6646825396825397, + "FN": 712, + "FP": 640, + "IoU": 0.49777117384843983, + "TN": 62567468, + "TP": 1340, + "n_pred": 1980, + "n_ref": 2052 + }, + "12": { + "Dice": 0.63083516738098, + "FN": 1544, + "FP": 1643, + "IoU": 0.4607445008460237, + "TN": 62564250, + "TP": 2723, + "n_pred": 4366, + "n_ref": 4267 + }, + "13": { + "Dice": 0.7697939383150117, + "FN": 7116, + "FP": 13574, + "IoU": 0.6257438995712968, + "TN": 62514877, + "TP": 34593, + "n_pred": 48167, + "n_ref": 41709 + }, + "14": { + "Dice": 0.8709390467839602, + "FN": 80294, + "FP": 954, + "IoU": 0.7713835504656856, + "TN": 62214770, + "TP": 274142, + "n_pred": 275096, + "n_ref": 354436 + }, + "15": { + "Dice": 0.4786029552868931, + "FN": 53929, + "FP": 27581, + "IoU": 0.31458123107971747, + "TN": 62451240, + "TP": 37410, + "n_pred": 64991, + "n_ref": 91339 + }, + "2": { + "Dice": 0.8689567718122325, + "FN": 32703, + "FP": 7806, + "IoU": 0.7682790101705774, + "TN": 62395342, + "TP": 134309, + "n_pred": 142115, + "n_ref": 167012 + }, + "3": { + "Dice": 0.9116107809948815, + "FN": 9779, + "FP": 27141, + "IoU": 0.8375779225635589, + "TN": 62342851, + "TP": 190389, + "n_pred": 217530, + "n_ref": 200168 + }, + "4": { + "Dice": 0.8954257565095004, + "FN": 1213, + "FP": 3988, + "IoU": 0.8106523955147809, + "TN": 62542692, + "TP": 22267, + "n_pred": 26255, + "n_ref": 23480 + }, + "5": { + "Dice": 0.39322816467872257, + "FN": 6131, + "FP": 177, + "IoU": 0.24473180076628354, + "TN": 62561808, + "TP": 2044, + "n_pred": 2221, + "n_ref": 8175 + }, + "6": { + "Dice": 0.9625931732164766, + "FN": 50822, + "FP": 58510, + "IoU": 0.9278839779770813, + "TN": 61054103, + "TP": 1406725, + "n_pred": 1465235, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.8683399737061309, + "FN": 14349, + "FP": 38127, + "IoU": 0.7673152303080825, + "TN": 62344636, + "TP": 173048, + "n_pred": 211175, + "n_ref": 187397 + }, + "8": { + "Dice": 0.9353573161433424, + "FN": 2652, + "FP": 6674, + "IoU": 0.8785645459517175, + "TN": 62493362, + "TP": 67472, + "n_pred": 74146, + "n_ref": 70124 + }, + "9": { + "Dice": 0.8258706467661692, + "FN": 2618, + "FP": 17192, + "IoU": 0.7033898305084746, + "TN": 62503372, + "TP": 46978, + "n_pred": 64170, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8773507845627451, + "FN": 50317, + "FP": 14098, + "IoU": 0.7815003765187954, + "TN": 55086442, + "TP": 230391, + "n_pred": 244489, + "n_ref": 280708 + }, + "10": { + "Dice": 0.8529960019026316, + "FN": 10217, + "FP": 12653, + "IoU": 0.743673085113537, + "TN": 55292026, + "TP": 66352, + "n_pred": 79005, + "n_ref": 76569 + }, + "11": { + "Dice": 0.7059887005649718, + "FN": 1203, + "FP": 1399, + "IoU": 0.5455815578064966, + "TN": 55375522, + "TP": 3124, + "n_pred": 4523, + "n_ref": 4327 + }, + "12": { + "Dice": 0.6340964317687684, + "FN": 2249, + "FP": 612, + "IoU": 0.4642322097378277, + "TN": 55375908, + "TP": 2479, + "n_pred": 3091, + "n_ref": 4728 + }, + "13": { + "Dice": 0.7570859599119883, + "FN": 14097, + "FP": 12068, + "IoU": 0.6091217377014894, + "TN": 55314309, + "TP": 40774, + "n_pred": 52842, + "n_ref": 54871 + }, + "14": { + "Dice": 0.9356882892250987, + "FN": 4304, + "FP": 8189, + "IoU": 0.8791487303506651, + "TN": 55277873, + "TP": 90882, + "n_pred": 99071, + "n_ref": 95186 + }, + "15": { + "Dice": 0.807620170105225, + "FN": 16595, + "FP": 17356, + "IoU": 0.6773178729268641, + "TN": 55276033, + "TP": 71264, + "n_pred": 88620, + "n_ref": 87859 + }, + "2": { + "Dice": 0.9299744174616577, + "FN": 10882, + "FP": 16901, + "IoU": 0.8691141900136148, + "TN": 55168979, + "TP": 184486, + "n_pred": 201387, + "n_ref": 195368 + }, + "3": { + "Dice": 0.928351270203905, + "FN": 20942, + "FP": 4210, + "IoU": 0.8662831806655006, + "TN": 55193149, + "TP": 162947, + "n_pred": 167157, + "n_ref": 183889 + }, + "4": { + "Dice": 0.7994338287331918, + "FN": 1761, + "FP": 1073, + "IoU": 0.6658806885168592, + "TN": 55372766, + "TP": 5648, + "n_pred": 6721, + "n_ref": 7409 + }, + "5": { + "Dice": 0.6406885010757829, + "FN": 2960, + "FP": 46, + "IoU": 0.4713330988392543, + "TN": 55375562, + "TP": 2680, + "n_pred": 2726, + "n_ref": 5640 + }, + "6": { + "Dice": 0.9643788166504098, + "FN": 49388, + "FP": 57686, + "IoU": 0.9312080827964955, + "TN": 53824757, + "TP": 1449417, + "n_pred": 1507103, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.9137971401052085, + "FN": 21084, + "FP": 8003, + "IoU": 0.841276683983062, + "TN": 55197992, + "TP": 154169, + "n_pred": 162172, + "n_ref": 175253 + }, + "8": { + "Dice": 0.9305496200710869, + "FN": 2414, + "FP": 4249, + "IoU": 0.8701194908481316, + "TN": 55329947, + "TP": 44638, + "n_pred": 48887, + "n_ref": 47052 + }, + "9": { + "Dice": 0.8912393871839871, + "FN": 3941, + "FP": 7524, + "IoU": 0.8038158795345653, + "TN": 55322808, + "TP": 46975, + "n_pred": 54499, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9635668101725091, + "FN": 17586, + "FP": 2919, + "IoU": 0.9296950537958842, + "TN": 110854957, + "TP": 271153, + "n_pred": 274072, + "n_ref": 288739 + }, + "10": { + "Dice": 0.8459221002797503, + "FN": 11516, + "FP": 14260, + "IoU": 0.732985269438747, + "TN": 111050081, + "TP": 70758, + "n_pred": 85018, + "n_ref": 82274 + }, + "11": { + "Dice": 0.7609123538265602, + "FN": 348, + "FP": 1717, + "IoU": 0.6140908241450196, + "TN": 111141264, + "TP": 3286, + "n_pred": 5003, + "n_ref": 3634 + }, + "12": { + "Dice": 0.7270886075949367, + "FN": 950, + "FP": 667, + "IoU": 0.5712012728719172, + "TN": 111142844, + "TP": 2154, + "n_pred": 2821, + "n_ref": 3104 + }, + "13": { + "Dice": 0.7899853147746138, + "FN": 13103, + "FP": 13211, + "IoU": 0.6528725018138645, + "TN": 111070810, + "TP": 49491, + "n_pred": 62702, + "n_ref": 62594 + }, + "14": { + "Dice": 0.9055063572948102, + "FN": 4510, + "FP": 3130, + "IoU": 0.8273290240925734, + "TN": 111102369, + "TP": 36606, + "n_pred": 39736, + "n_ref": 41116 + }, + "15": { + "Dice": 0.8192432348002655, + "FN": 4384, + "FP": 4874, + "IoU": 0.6938289569415966, + "TN": 111116377, + "TP": 20980, + "n_pred": 25854, + "n_ref": 25364 + }, + "2": { + "Dice": 0.7919054576430185, + "FN": 9002, + "FP": 68194, + "IoU": 0.6554995738148259, + "TN": 110922534, + "TP": 146885, + "n_pred": 215079, + "n_ref": 155887 + }, + "3": { + "Dice": 0.7887890782975282, + "FN": 83650, + "FP": 2523, + "IoU": 0.6512400641077528, + "TN": 110899531, + "TP": 160911, + "n_pred": 163434, + "n_ref": 244561 + }, + "4": { + "Dice": 0.8936867032800927, + "FN": 1101, + "FP": 3119, + "IoU": 0.8078061665983514, + "TN": 111124658, + "TP": 17737, + "n_pred": 20856, + "n_ref": 18838 + }, + "5": { + "Dice": 0.8181818181818182, + "FN": 807, + "FP": 953, + "IoU": 0.6923076923076923, + "TN": 111140895, + "TP": 3960, + "n_pred": 4913, + "n_ref": 4767 + }, + "6": { + "Dice": 0.9781188566201016, + "FN": 17527, + "FP": 53463, + "IoU": 0.9571747780617108, + "TN": 109488947, + "TP": 1586678, + "n_pred": 1640141, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.47982486534160707, + "FN": 256836, + "FP": 7388, + "IoU": 0.3156378856633721, + "TN": 110760527, + "TP": 121864, + "n_pred": 129252, + "n_ref": 378700 + }, + "8": { + "Dice": 0.9338117020207097, + "FN": 6240, + "FP": 4294, + "IoU": 0.875841259738576, + "TN": 111061772, + "TP": 74309, + "n_pred": 78603, + "n_ref": 80549 + }, + "9": { + "Dice": 0.9015656738149593, + "FN": 5699, + "FP": 5253, + "IoU": 0.8207733974831034, + "TN": 111085508, + "TP": 50155, + "n_pred": 55408, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9652556623241481, + "FN": 10178, + "FP": 3645, + "IoU": 0.9328445947258983, + "TN": 96915189, + "TP": 192013, + "n_pred": 195658, + "n_ref": 202191 + }, + "10": { + "Dice": 0.8726400084853627, + "FN": 8583, + "FP": 10629, + "IoU": 0.7740562154533694, + "TN": 97035995, + "TP": 65818, + "n_pred": 76447, + "n_ref": 74401 + }, + "11": { + "Dice": 0.7527533039647577, + "FN": 1178, + "FP": 618, + "IoU": 0.6035320088300221, + "TN": 97116495, + "TP": 2734, + "n_pred": 3352, + "n_ref": 3912 + }, + "12": { + "Dice": 0.6616835326586936, + "FN": 2406, + "FP": 536, + "IoU": 0.4944148479120124, + "TN": 97115206, + "TP": 2877, + "n_pred": 3413, + "n_ref": 5283 + }, + "13": { + "Dice": 0.8413519655722644, + "FN": 7871, + "FP": 8534, + "IoU": 0.7261497370837159, + "TN": 97061120, + "TP": 43500, + "n_pred": 52034, + "n_ref": 51371 + }, + "14": { + "Dice": 0.917029933714111, + "FN": 13293, + "FP": 8424, + "IoU": 0.8467731124454071, + "TN": 96979294, + "TP": 120014, + "n_pred": 128438, + "n_ref": 133307 + }, + "15": { + "Dice": 0.8885206718819881, + "FN": 7905, + "FP": 7300, + "IoU": 0.79940368606446, + "TN": 97045226, + "TP": 60594, + "n_pred": 67894, + "n_ref": 68499 + }, + "2": { + "Dice": 0.9287726098947751, + "FN": 8781, + "FP": 15547, + "IoU": 0.867017235064857, + "TN": 96938084, + "TP": 158613, + "n_pred": 174160, + "n_ref": 167394 + }, + "3": { + "Dice": 0.9406637036486034, + "FN": 17511, + "FP": 8015, + "IoU": 0.887974580771442, + "TN": 96893166, + "TP": 202333, + "n_pred": 210348, + "n_ref": 219844 + }, + "4": { + "Dice": 0.8936344249364611, + "FN": 1938, + "FP": 1703, + "IoU": 0.8077207435572454, + "TN": 97102089, + "TP": 15295, + "n_pred": 16998, + "n_ref": 17233 + }, + "5": { + "Dice": 0.5032950680272109, + "FN": 7723, + "FP": 1623, + "IoU": 0.33626873091399756, + "TN": 97106944, + "TP": 4735, + "n_pred": 6358, + "n_ref": 12458 + }, + "6": { + "Dice": 0.9796578412379818, + "FN": 31655, + "FP": 32965, + "IoU": 0.9601267896512298, + "TN": 95500388, + "TP": 1556017, + "n_pred": 1588982, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.924841653939738, + "FN": 32762, + "FP": 15023, + "IoU": 0.8601911126195185, + "TN": 96779237, + "TP": 294003, + "n_pred": 309026, + "n_ref": 326765 + }, + "8": { + "Dice": 0.9482108605066473, + "FN": 6924, + "FP": 3255, + "IoU": 0.9015218211545718, + "TN": 97017662, + "TP": 93184, + "n_pred": 96439, + "n_ref": 100108 + }, + "9": { + "Dice": 0.9223043406025071, + "FN": 9400, + "FP": 5097, + "IoU": 0.8558115016609974, + "TN": 97020483, + "TP": 86045, + "n_pred": 91142, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9702185418671924, + "FN": 9145, + "FP": 2396, + "IoU": 0.9421596535893992, + "TN": 78856873, + "TP": 187991, + "n_pred": 190387, + "n_ref": 197136 + }, + "10": { + "Dice": 0.8471390324071957, + "FN": 9637, + "FP": 20452, + "IoU": 0.7348145667348234, + "TN": 78942941, + "TP": 83375, + "n_pred": 103827, + "n_ref": 93012 + }, + "11": { + "Dice": 0.641112618724559, + "FN": 1119, + "FP": 997, + "IoU": 0.47179231153270096, + "TN": 79052399, + "TP": 1890, + "n_pred": 2887, + "n_ref": 3009 + }, + "12": { + "Dice": 0.5665677546983185, + "FN": 1572, + "FP": 619, + "IoU": 0.3952525531327629, + "TN": 79052782, + "TP": 1432, + "n_pred": 2051, + "n_ref": 3004 + }, + "13": { + "Dice": 0.701589249245716, + "FN": 23735, + "FP": 11772, + "IoU": 0.5403446088521237, + "TN": 78979158, + "TP": 41740, + "n_pred": 53512, + "n_ref": 65475 + }, + "14": { + "Dice": 0.6422582245399219, + "FN": 11337, + "FP": 18230, + "IoU": 0.47303414842803165, + "TN": 79000297, + "TP": 26541, + "n_pred": 44771, + "n_ref": 37878 + }, + "15": { + "Dice": 0.6153884008759627, + "FN": 13522, + "FP": 17740, + "IoU": 0.44444839351720217, + "TN": 79000133, + "TP": 25010, + "n_pred": 42750, + "n_ref": 38532 + }, + "2": { + "Dice": 0.926164182990912, + "FN": 4264, + "FP": 13033, + "IoU": 0.8624821116234695, + "TN": 78930625, + "TP": 108483, + "n_pred": 121516, + "n_ref": 112747 + }, + "3": { + "Dice": 0.9319136539996031, + "FN": 11013, + "FP": 5114, + "IoU": 0.8725077869306054, + "TN": 78929911, + "TP": 110367, + "n_pred": 115481, + "n_ref": 121380 + }, + "4": { + "Dice": 0.805633017289459, + "FN": 2704, + "FP": 84, + "IoU": 0.6745272005603549, + "TN": 79047839, + "TP": 5778, + "n_pred": 5862, + "n_ref": 8482 + }, + "5": { + "Dice": 0.8254841549295775, + "FN": 1207, + "FP": 379, + "IoU": 0.7028293048529136, + "TN": 79051068, + "TP": 3751, + "n_pred": 4130, + "n_ref": 4958 + }, + "6": { + "Dice": 0.9753276977218228, + "FN": 35607, + "FP": 29306, + "IoU": 0.9518435265141398, + "TN": 77708445, + "TP": 1283047, + "n_pred": 1312353, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.9156882273366802, + "FN": 68502, + "FP": 6164, + "IoU": 0.8444879511798887, + "TN": 78576275, + "TP": 405464, + "n_pred": 411628, + "n_ref": 473966 + }, + "8": { + "Dice": 0.9318071496797833, + "FN": 1773, + "FP": 2582, + "IoU": 0.8723210882758217, + "TN": 79022296, + "TP": 29754, + "n_pred": 32336, + "n_ref": 31527 + }, + "9": { + "Dice": 0.925671181307406, + "FN": 5884, + "FP": 4620, + "IoU": 0.8616274321244616, + "TN": 78980494, + "TP": 65407, + "n_pred": 70027, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9322544846206086, + "FN": 8289, + "FP": 24431, + "IoU": 0.8731055023812109, + "TN": 122454088, + "TP": 225132, + "n_pred": 249563, + "n_ref": 233421 + }, + "10": { + "Dice": 0.8334277184032765, + "FN": 18416, + "FP": 18351, + "IoU": 0.7144244137727481, + "TN": 122583193, + "TP": 91980, + "n_pred": 110331, + "n_ref": 110396 + }, + "11": { + "Dice": 0.5469919600776268, + "FN": 2209, + "FP": 1059, + "IoU": 0.3764548750238504, + "TN": 122706699, + "TP": 1973, + "n_pred": 3032, + "n_ref": 4182 + }, + "12": { + "Dice": 0.16191709844559585, + "FN": 5665, + "FP": 805, + "IoU": 0.08809020436927413, + "TN": 122704845, + "TP": 625, + "n_pred": 1430, + "n_ref": 6290 + }, + "13": { + "Dice": 0.36063312754498883, + "FN": 37327, + "FP": 21083, + "IoU": 0.21998317375105164, + "TN": 122637057, + "TP": 16473, + "n_pred": 37556, + "n_ref": 53800 + }, + "14": { + "Dice": 0.9013621657648818, + "FN": 10324, + "FP": 10987, + "IoU": 0.8204361234222545, + "TN": 122593258, + "TP": 97371, + "n_pred": 108358, + "n_ref": 107695 + }, + "15": { + "Dice": 0.8704076497232008, + "FN": 6122, + "FP": 7268, + "IoU": 0.7705502339051014, + "TN": 122653583, + "TP": 44967, + "n_pred": 52235, + "n_ref": 51089 + }, + "2": { + "Dice": 0.6820794376421401, + "FN": 62712, + "FP": 6485, + "IoU": 0.5175421471699692, + "TN": 122568514, + "TP": 74229, + "n_pred": 80714, + "n_ref": 136941 + }, + "3": { + "Dice": 0.7992828926695695, + "FN": 3435, + "FP": 68107, + "IoU": 0.6656712790963937, + "TN": 122497953, + "TP": 142445, + "n_pred": 210552, + "n_ref": 145880 + }, + "4": { + "Dice": 0.8207401001693511, + "FN": 8530, + "FP": 16345, + "IoU": 0.6959789782449279, + "TN": 122630120, + "TP": 56945, + "n_pred": 73290, + "n_ref": 65475 + }, + "5": { + "Dice": 0.3485061346820268, + "FN": 13488, + "FP": 424, + "IoU": 0.21102478307718484, + "TN": 122694307, + "TP": 3721, + "n_pred": 4145, + "n_ref": 17209 + }, + "6": { + "Dice": 0.9760506245629462, + "FN": 41461, + "FP": 40461, + "IoU": 0.9532215634648317, + "TN": 120960663, + "TP": 1669355, + "n_pred": 1709816, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.7627451540851868, + "FN": 99239, + "FP": 191276, + "IoU": 0.6164818481848184, + "TN": 121954440, + "TP": 466985, + "n_pred": 658261, + "n_ref": 566224 + }, + "8": { + "Dice": 0.9161194303569791, + "FN": 6569, + "FP": 17215, + "IoU": 0.8452217486089871, + "TN": 122558275, + "TP": 129881, + "n_pred": 147096, + "n_ref": 136450 + }, + "9": { + "Dice": 0.8917201775702204, + "FN": 9061, + "FP": 6891, + "IoU": 0.8045984051349265, + "TN": 122630303, + "TP": 65685, + "n_pred": 72576, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/loop_002/summary_cross_val.json b/nnActive_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/loop_002/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..d73b9daa2599e0b8085e12edc756ead0ed880c33 --- /dev/null +++ b/nnActive_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/loop_002/summary_cross_val.json @@ -0,0 +1,24396 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": 0.5631343982764014, + "FN": 2454.9244444444444, + "FP": 2591.748888888889, + "IoU": 0.47624341061092196, + "TN": 1134164.7755555557, + "TP": 11478.684444444445, + "n_pred": 14070.433333333336, + "n_ref": 13933.608888888886 + }, + "mean": { + "1": { + "Dice": 0.6328675312496425, + "FN": 771.0666666666667, + "FP": 3365.766666666667, + "IoU": 0.5852047042736171, + "TN": 1129966.2666666666, + "TP": 16587.033333333333, + "n_pred": 19952.8, + "n_ref": 17358.1 + }, + "10": { + "Dice": 0.4719303428903666, + "FN": 2672.6666666666665, + "FP": 1574.1, + "IoU": 0.3712993010925069, + "TN": 1142008.6, + "TP": 4434.766666666666, + "n_pred": 6008.866666666667, + "n_ref": 7107.433333333333 + }, + "11": { + "Dice": 0.47729875007625405, + "FN": 277.2, + "FP": 141.1, + "IoU": 0.34760783516246385, + "TN": 1149959.4333333333, + "TP": 312.4, + "n_pred": 453.5, + "n_ref": 589.6 + }, + "12": { + "Dice": 0.3114318508532107, + "FN": 194.96666666666667, + "FP": 237.73333333333332, + "IoU": 0.23087083016969318, + "TN": 1149942.7333333334, + "TP": 314.7, + "n_pred": 552.4333333333333, + "n_ref": 509.6666666666667 + }, + "13": { + "Dice": 0.3550456941766397, + "FN": 2652.9333333333334, + "FP": 2192.8, + "IoU": 0.2678003323774687, + "TN": 1143091.7333333334, + "TP": 2752.6666666666665, + "n_pred": 4945.466666666666, + "n_ref": 5405.6 + }, + "14": { + "Dice": 0.6334862891958616, + "FN": 5128.633333333333, + "FP": 5169.8, + "IoU": 0.558347838653456, + "TN": 1125237.7333333334, + "TP": 15153.966666666667, + "n_pred": 20323.766666666666, + "n_ref": 20282.6 + }, + "15": { + "Dice": 0.46437286447864207, + "FN": 1659.7, + "FP": 1954.1, + "IoU": 0.36457227506137385, + "TN": 1142766.1, + "TP": 4310.233333333334, + "n_pred": 6264.333333333333, + "n_ref": 5969.933333333333 + }, + "2": { + "Dice": 0.5154346049753649, + "FN": 3999.5333333333333, + "FP": 1799.6666666666667, + "IoU": 0.43481156243358743, + "TN": 1136027.7666666666, + "TP": 8863.166666666666, + "n_pred": 10662.833333333334, + "n_ref": 12862.7 + }, + "3": { + "Dice": 0.6184520936516712, + "FN": 971.6666666666666, + "FP": 4307.433333333333, + "IoU": 0.5439030988766914, + "TN": 1138017.1666666667, + "TP": 7393.866666666667, + "n_pred": 11701.3, + "n_ref": 8365.533333333333 + }, + "4": { + "Dice": 0.5588540749797564, + "FN": 506.1333333333333, + "FP": 981.4333333333333, + "IoU": 0.4990010048439968, + "TN": 1145432.0, + "TP": 3770.5666666666666, + "n_pred": 4752.0, + "n_ref": 4276.7 + }, + "5": { + "Dice": 0.4955131040233424, + "FN": 503.9, + "FP": 321.9, + "IoU": 0.3645526035187254, + "TN": 1149189.6333333333, + "TP": 674.7, + "n_pred": 996.6, + "n_ref": 1178.6 + }, + "6": { + "Dice": 0.8344582083192232, + "FN": 4674.0, + "FP": 7828.3, + "IoU": 0.7665949105177987, + "TN": 1068687.5, + "TP": 69500.33333333333, + "n_pred": 77328.63333333333, + "n_ref": 74174.33333333333 + }, + "7": { + "Dice": 0.6263788993019586, + "FN": 11066.8, + "FP": 7769.266666666666, + "IoU": 0.5376516929606446, + "TN": 1104139.0333333334, + "TP": 27715.033333333333, + "n_pred": 35484.3, + "n_ref": 38781.833333333336 + }, + "8": { + "Dice": 0.8169151301266414, + "FN": 696.9333333333333, + "FP": 370.93333333333334, + "IoU": 0.7323898766468215, + "TN": 1143477.7333333334, + "TP": 6144.533333333334, + "n_pred": 6515.466666666666, + "n_ref": 6841.466666666666 + }, + "9": { + "Dice": 0.6345765358474471, + "FN": 1047.7333333333333, + "FP": 861.9, + "IoU": 0.5390432925749834, + "TN": 1144528.2, + "TP": 4252.3, + "n_pred": 5114.2, + "n_ref": 5300.033333333334 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9408103214124038, + "FN": 807, + "FP": 239, + "IoU": 0.8882359226413078, + "TN": 1567729, + "TP": 8313, + "n_pred": 8552, + "n_ref": 9120 + }, + "10": { + "Dice": 0.7646040098581229, + "FN": 3520, + "FP": 3548, + "IoU": 0.6189141100986683, + "TN": 1558541, + "TP": 11479, + "n_pred": 15027, + "n_ref": 14999 + }, + "11": { + "Dice": 0.42045454545454547, + "FN": 82, + "FP": 20, + "IoU": 0.26618705035971224, + "TN": 1576949, + "TP": 37, + "n_pred": 57, + "n_ref": 119 + }, + "12": { + "Dice": 0.4644371172868582, + "FN": 1055, + "FP": 82, + "IoU": 0.3024539877300613, + "TN": 1575458, + "TP": 493, + "n_pred": 575, + "n_ref": 1548 + }, + "13": { + "Dice": 0.6990691160721642, + "FN": 4451, + "FP": 2855, + "IoU": 0.5373606889564336, + "TN": 1561296, + "TP": 8486, + "n_pred": 11341, + "n_ref": 12937 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9185685390753158, + "FN": 2599, + "FP": 2514, + "IoU": 0.8494006067567965, + "TN": 1543137, + "TP": 28838, + "n_pred": 31352, + "n_ref": 31437 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 27, + "IoU": 0.0, + "TN": 1577061, + "TP": 0, + "n_pred": 27, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7893564553337046, + "FN": 4431, + "FP": 865, + "IoU": 0.6520139299559761, + "TN": 1561869, + "TP": 9923, + "n_pred": 10788, + "n_ref": 14354 + }, + "7": { + "Dice": 0.6579314190131029, + "FN": 828, + "FP": 4080, + "IoU": 0.4902368093061903, + "TN": 1567460, + "TP": 4720, + "n_pred": 8800, + "n_ref": 5548 + }, + "8": { + "Dice": 0.9372259294566253, + "FN": 4435, + "FP": 833, + "IoU": 0.8818675158093017, + "TN": 1532494, + "TP": 39326, + "n_pred": 40159, + "n_ref": 43761 + }, + "9": { + "Dice": 0.8526680884982443, + "FN": 3371, + "FP": 3468, + "IoU": 0.743174734312216, + "TN": 1550459, + "TP": 19790, + "n_pred": 23258, + "n_ref": 23161 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0001.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0001.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0004.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0004.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 9802, + "IoU": 0.0, + "TN": 866358, + "TP": 0, + "n_pred": 9802, + "n_ref": 0 + }, + "3": { + "Dice": 0.85015785639116, + "FN": 10119, + "FP": 2838, + "IoU": 0.7393691917769643, + "TN": 826446, + "TP": 36757, + "n_pred": 39595, + "n_ref": 46876 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0014.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0014.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.01627459683385116, + "FN": 7, + "FP": 6642, + "IoU": 0.008204057279236277, + "TN": 869456, + "TP": 55, + "n_pred": 6697, + "n_ref": 62 + }, + "10": { + "Dice": 0.6440677966101694, + "FN": 21, + "FP": 0, + "IoU": 0.475, + "TN": 876120, + "TP": 19, + "n_pred": 19, + "n_ref": 40 + }, + "11": { + "Dice": 0.7867342238599724, + "FN": 404, + "FP": 59, + "IoU": 0.6484434320425209, + "TN": 874843, + "TP": 854, + "n_pred": 913, + "n_ref": 1258 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 17, + "FP": 3177, + "IoU": 0.0, + "TN": 872966, + "TP": 0, + "n_pred": 3177, + "n_ref": 17 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.696256038647343, + "FN": 2986, + "FP": 32, + "IoU": 0.5340435386753126, + "TN": 869683, + "TP": 3459, + "n_pred": 3491, + "n_ref": 6445 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2776, + "IoU": 0.0, + "TN": 873384, + "TP": 0, + "n_pred": 2776, + "n_ref": 0 + }, + "4": { + "Dice": 0.9172374541243892, + "FN": 3550, + "FP": 667, + "IoU": 0.8471270618089541, + "TN": 848575, + "TP": 23368, + "n_pred": 24035, + "n_ref": 26918 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8466206179441473, + "FN": 28438, + "FP": 12864, + "IoU": 0.7340348120625149, + "TN": 720869, + "TP": 113989, + "n_pred": 126853, + "n_ref": 142427 + }, + "7": { + "Dice": 0.6028258424369424, + "FN": 5395, + "FP": 20382, + "IoU": 0.4314607732856922, + "TN": 830821, + "TP": 19562, + "n_pred": 39944, + "n_ref": 24957 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7256616464395379, + "FN": 8387, + "FP": 994, + "IoU": 0.5694418946208922, + "TN": 854372, + "TP": 12407, + "n_pred": 13401, + "n_ref": 20794 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0017.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0017.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9689110084924804, + "FN": 1137, + "FP": 2586, + "IoU": 0.9396967831805371, + "TN": 989654, + "TP": 58015, + "n_pred": 60601, + "n_ref": 59152 + }, + "10": { + "Dice": 0.7935813274981766, + "FN": 3990, + "FP": 4783, + "IoU": 0.6577992744860943, + "TN": 1025755, + "TP": 16864, + "n_pred": 21647, + "n_ref": 20854 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1254, + "IoU": 0.0, + "TN": 1050138, + "TP": 0, + "n_pred": 1254, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9556084581991318, + "FN": 258, + "FP": 376, + "IoU": 0.9149906141056584, + "TN": 1043934, + "TP": 6824, + "n_pred": 7200, + "n_ref": 7082 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9588692560577959, + "FN": 4882, + "FP": 1261, + "IoU": 0.9209883212429901, + "TN": 973644, + "TP": 71605, + "n_pred": 72866, + "n_ref": 76487 + }, + "7": { + "Dice": 0.8983752919802751, + "FN": 6140, + "FP": 3649, + "IoU": 0.8155003109862977, + "TN": 998335, + "TP": 43268, + "n_pred": 46917, + "n_ref": 49408 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0030.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0030.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6656564344575775, + "FN": 15342, + "FP": 7825, + "IoU": 0.4988643492180233, + "TN": 1180395, + "TP": 23062, + "n_pred": 30887, + "n_ref": 38404 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.4405960531614982, + "FN": 873, + "FP": 516, + "IoU": 0.2825413223140496, + "TN": 1224688, + "TP": 547, + "n_pred": 1063, + "n_ref": 1420 + }, + "13": { + "Dice": 0.15843820587286223, + "FN": 442, + "FP": 4774, + "IoU": 0.08603469423514981, + "TN": 1220917, + "TP": 491, + "n_pred": 5265, + "n_ref": 933 + }, + "14": { + "Dice": 0.41533509096470655, + "FN": 39673, + "FP": 466, + "IoU": 0.2620964776821825, + "TN": 1172228, + "TP": 14257, + "n_pred": 14723, + "n_ref": 53930 + }, + "15": { + "Dice": 0.43615478978476635, + "FN": 7879, + "FP": 2233, + "IoU": 0.2788989517221707, + "TN": 1212601, + "TP": 3911, + "n_pred": 6144, + "n_ref": 11790 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 329, + "IoU": 0.0, + "TN": 1226295, + "TP": 0, + "n_pred": 329, + "n_ref": 0 + }, + "3": { + "Dice": 0.9007263922518159, + "FN": 12, + "FP": 234, + "IoU": 0.8193832599118943, + "TN": 1225262, + "TP": 1116, + "n_pred": 1350, + "n_ref": 1128 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9741827516734906, + "FN": 2354, + "FP": 824, + "IoU": 0.9496650141755231, + "TN": 1163487, + "TP": 59959, + "n_pred": 60783, + "n_ref": 62313 + }, + "7": { + "Dice": 0.8104355867498162, + "FN": 30048, + "FP": 1930, + "IoU": 0.681287686251059, + "TN": 1126289, + "TP": 68357, + "n_pred": 70287, + "n_ref": 98405 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0033.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0033.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9165065544665224, + "FN": 2631, + "FP": 802, + "IoU": 0.8458810325476992, + "TN": 1730045, + "TP": 18842, + "n_pred": 19644, + "n_ref": 21473 + }, + "10": { + "Dice": 0.8455683771176037, + "FN": 662, + "FP": 596, + "IoU": 0.7324542747766908, + "TN": 1747618, + "TP": 3444, + "n_pred": 4040, + "n_ref": 4106 + }, + "11": { + "Dice": 0.5481651376146789, + "FN": 1430, + "FP": 540, + "IoU": 0.37756714060031593, + "TN": 1749155, + "TP": 1195, + "n_pred": 1735, + "n_ref": 2625 + }, + "12": { + "Dice": 0.6548834374523845, + "FN": 1077, + "FP": 1188, + "IoU": 0.48685999093792476, + "TN": 1747906, + "TP": 2149, + "n_pred": 3337, + "n_ref": 3226 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 33, + "IoU": 0.0, + "TN": 1752287, + "TP": 0, + "n_pred": 33, + "n_ref": 0 + }, + "14": { + "Dice": 0.9056956665807592, + "FN": 2365, + "FP": 10442, + "IoU": 0.8276451430570883, + "TN": 1678014, + "TP": 61499, + "n_pred": 71941, + "n_ref": 63864 + }, + "15": { + "Dice": 0.7059757132838741, + "FN": 13168, + "FP": 2764, + "IoU": 0.5455660458084942, + "TN": 1717261, + "TP": 19127, + "n_pred": 21891, + "n_ref": 32295 + }, + "2": { + "Dice": 0.8921204767682536, + "FN": 1523, + "FP": 4523, + "IoU": 0.8052504429054598, + "TN": 1721275, + "TP": 24999, + "n_pred": 29522, + "n_ref": 26522 + }, + "3": { + "Dice": 0.8600888800119838, + "FN": 4270, + "FP": 1334, + "IoU": 0.7545227561435017, + "TN": 1729491, + "TP": 17225, + "n_pred": 18559, + "n_ref": 21495 + }, + "4": { + "Dice": 0.8821585111733851, + "FN": 1136, + "FP": 2144, + "IoU": 0.7891624349167577, + "TN": 1736763, + "TP": 12277, + "n_pred": 14421, + "n_ref": 13413 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9593679458239278, + "FN": 2502, + "FP": 6534, + "IoU": 0.9219088937093276, + "TN": 1636609, + "TP": 106675, + "n_pred": 113209, + "n_ref": 109177 + }, + "7": { + "Dice": 0.8326996197718631, + "FN": 436, + "FP": 2556, + "IoU": 0.7133550488599348, + "TN": 1741882, + "TP": 7446, + "n_pred": 10002, + "n_ref": 7882 + }, + "8": { + "Dice": 0.8529886914378029, + "FN": 1033, + "FP": 1697, + "IoU": 0.7436619718309859, + "TN": 1741670, + "TP": 7920, + "n_pred": 9617, + "n_ref": 8953 + }, + "9": { + "Dice": 0.6340288924558587, + "FN": 166, + "FP": 290, + "IoU": 0.46415981198589895, + "TN": 1751469, + "TP": 395, + "n_pred": 685, + "n_ref": 561 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0035.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0035.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.947369080117208, + "FN": 927, + "FP": 7479, + "IoU": 0.9000011896123054, + "TN": 967331, + "TP": 75655, + "n_pred": 83134, + "n_ref": 76582 + }, + "15": { + "Dice": 0.8671090492688942, + "FN": 2379, + "FP": 6673, + "IoU": 0.7653949823761145, + "TN": 1012808, + "TP": 29532, + "n_pred": 36205, + "n_ref": 31911 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0038.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0038.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.941931297507747, + "FN": 2634, + "FP": 6136, + "IoU": 0.8902364234846494, + "TN": 1321957, + "TP": 71129, + "n_pred": 77265, + "n_ref": 73763 + }, + "10": { + "Dice": 0.5309233984999385, + "FN": 3251, + "FP": 564, + "IoU": 0.3613993973886843, + "TN": 1395882, + "TP": 2159, + "n_pred": 2723, + "n_ref": 5410 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.29127763147394464, + "FN": 23814, + "FP": 2829, + "IoU": 0.17046515972351953, + "TN": 1369738, + "TP": 5475, + "n_pred": 8304, + "n_ref": 29289 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.5069753979739507, + "FN": 14869, + "FP": 2165, + "IoU": 0.33956265508684863, + "TN": 1376064, + "TP": 8758, + "n_pred": 10923, + "n_ref": 23627 + }, + "3": { + "Dice": 0.7801835960886051, + "FN": 3910, + "FP": 18120, + "IoU": 0.6395910020449898, + "TN": 1340731, + "TP": 39095, + "n_pred": 57215, + "n_ref": 43005 + }, + "4": { + "Dice": 0.8513750285670755, + "FN": 8155, + "FP": 3551, + "IoU": 0.7412123623822788, + "TN": 1356622, + "TP": 33528, + "n_pred": 37079, + "n_ref": 41683 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8500326682958701, + "FN": 2743, + "FP": 38802, + "IoU": 0.7391798400361613, + "TN": 1242570, + "TP": 117741, + "n_pred": 156543, + "n_ref": 120484 + }, + "7": { + "Dice": 0.14205819651706858, + "FN": 182350, + "FP": 3578, + "IoU": 0.07645998182007838, + "TN": 1200535, + "TP": 15393, + "n_pred": 18971, + "n_ref": 197743 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.6419691695673794, + "FN": 661, + "FP": 779, + "IoU": 0.4727206151592823, + "TN": 1399125, + "TP": 1291, + "n_pred": 2070, + "n_ref": 1952 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0050.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0050.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.04904214559386973, + "FN": 0, + "FP": 37230, + "IoU": 0.02513747054202671, + "TN": 1714130, + "TP": 960, + "n_pred": 38190, + "n_ref": 960 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 147, + "IoU": 0.0, + "TN": 1752173, + "TP": 0, + "n_pred": 147, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 234, + "FP": 0, + "IoU": 0.0, + "TN": 1752086, + "TP": 0, + "n_pred": 0, + "n_ref": 234 + }, + "14": { + "Dice": 0.036577270313329795, + "FN": 1717, + "FP": 27309, + "IoU": 0.018629340365824795, + "TN": 1722743, + "TP": 551, + "n_pred": 27860, + "n_ref": 2268 + }, + "15": { + "Dice": 0.7499544614744074, + "FN": 11298, + "FP": 7920, + "IoU": 0.5999417128106915, + "TN": 1704282, + "TP": 28820, + "n_pred": 36740, + "n_ref": 40118 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 5850, + "IoU": 0.0, + "TN": 1746470, + "TP": 0, + "n_pred": 5850, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 343, + "IoU": 0.0, + "TN": 1751977, + "TP": 0, + "n_pred": 343, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.1211358396461676, + "FN": 7, + "FP": 74707, + "IoU": 0.06447290985813205, + "TN": 1672457, + "TP": 5149, + "n_pred": 79856, + "n_ref": 5156 + }, + "7": { + "Dice": 0.6647018675932246, + "FN": 5824, + "FP": 26600, + "IoU": 0.4977928534919381, + "TN": 1687757, + "TP": 32139, + "n_pred": 58739, + "n_ref": 37963 + }, + "8": { + "Dice": 0.3188405797101449, + "FN": 84, + "FP": 10, + "IoU": 0.1896551724137931, + "TN": 1752204, + "TP": 22, + "n_pred": 32, + "n_ref": 106 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0052.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0052.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 3038, + "FP": 4231, + "IoU": 0.0, + "TN": 868891, + "TP": 0, + "n_pred": 4231, + "n_ref": 3038 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 147, + "FP": 0, + "IoU": 0.0, + "TN": 876013, + "TP": 0, + "n_pred": 0, + "n_ref": 147 + }, + "13": { + "Dice": 0.515702479338843, + "FN": 1115, + "FP": 936, + "IoU": 0.34743875278396436, + "TN": 873017, + "TP": 1092, + "n_pred": 2028, + "n_ref": 2207 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9150253235790659, + "FN": 291, + "FP": 313, + "IoU": 0.8433609958506224, + "TN": 872304, + "TP": 3252, + "n_pred": 3565, + "n_ref": 3543 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.904325351241495, + "FN": 3391, + "FP": 5271, + "IoU": 0.8253593822456098, + "TN": 826561, + "TP": 40937, + "n_pred": 46208, + "n_ref": 44328 + }, + "7": { + "Dice": 0.8109524817268716, + "FN": 6850, + "FP": 4763, + "IoU": 0.6820185646614276, + "TN": 839639, + "TP": 24908, + "n_pred": 29671, + "n_ref": 31758 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0054.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0054.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 2229, + "FP": 0, + "IoU": 0.0, + "TN": 1399627, + "TP": 0, + "n_pred": 0, + "n_ref": 2229 + }, + "10": { + "Dice": 0.20050195203569438, + "FN": 5448, + "FP": 286, + "IoU": 0.11142104447543778, + "TN": 1395403, + "TP": 719, + "n_pred": 1005, + "n_ref": 6167 + }, + "11": { + "Dice": 0.49349804941482445, + "FN": 1204, + "FP": 354, + "IoU": 0.3275787656452309, + "TN": 1399539, + "TP": 759, + "n_pred": 1113, + "n_ref": 1963 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.03125, + "FN": 103, + "FP": 21, + "IoU": 0.015873015873015872, + "TN": 1401730, + "TP": 2, + "n_pred": 23, + "n_ref": 105 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 381, + "IoU": 0.0, + "TN": 1401475, + "TP": 0, + "n_pred": 381, + "n_ref": 0 + }, + "3": { + "Dice": 0.7532467532467533, + "FN": 19, + "FP": 0, + "IoU": 0.6041666666666666, + "TN": 1401808, + "TP": 29, + "n_pred": 29, + "n_ref": 48 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9479011458163724, + "FN": 48550, + "FP": 2325, + "IoU": 0.900962055083591, + "TN": 888164, + "TP": 462817, + "n_pred": 465142, + "n_ref": 511367 + }, + "7": { + "Dice": 0.8401988026010484, + "FN": 9954, + "FP": 12360, + "IoU": 0.7244334671194813, + "TN": 1320881, + "TP": 58661, + "n_pred": 71021, + "n_ref": 68615 + }, + "8": { + "Dice": 0.9202153173799499, + "FN": 490, + "FP": 1007, + "IoU": 0.8522211253701876, + "TN": 1391726, + "TP": 8633, + "n_pred": 9640, + "n_ref": 9123 + }, + "9": { + "Dice": 0.8772244845608748, + "FN": 746, + "FP": 3083, + "IoU": 0.7812999771533014, + "TN": 1384348, + "TP": 13679, + "n_pred": 16762, + "n_ref": 14425 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0064.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0064.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8785714285714286, + "FN": 1360, + "FP": 272, + "IoU": 0.7834394904458599, + "TN": 1219088, + "TP": 5904, + "n_pred": 6176, + "n_ref": 7264 + }, + "10": { + "Dice": 0.8137330354964053, + "FN": 3582, + "FP": 6341, + "IoU": 0.6859611367808089, + "TN": 1195026, + "TP": 21675, + "n_pred": 28016, + "n_ref": 25257 + }, + "11": { + "Dice": 0.01694915254237288, + "FN": 0, + "FP": 348, + "IoU": 0.008547008547008548, + "TN": 1226273, + "TP": 3, + "n_pred": 351, + "n_ref": 3 + }, + "12": { + "Dice": 0.7075920141246774, + "FN": 887, + "FP": 1266, + "IoU": 0.5474989491382934, + "TN": 1221866, + "TP": 2605, + "n_pred": 3871, + "n_ref": 3492 + }, + "13": { + "Dice": 0.8315776801300186, + "FN": 3580, + "FP": 2016, + "IoU": 0.7117098552367215, + "TN": 1207213, + "TP": 13815, + "n_pred": 15831, + "n_ref": 17395 + }, + "14": { + "Dice": 0.9502923444017413, + "FN": 1486, + "FP": 3972, + "IoU": 0.9052923824397016, + "TN": 1168994, + "TP": 52172, + "n_pred": 56144, + "n_ref": 53658 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 4608, + "IoU": 0.0, + "TN": 1222016, + "TP": 0, + "n_pred": 4608, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.721763085399449, + "FN": 81, + "FP": 323, + "IoU": 0.5646551724137931, + "TN": 1225696, + "TP": 524, + "n_pred": 847, + "n_ref": 605 + }, + "4": { + "Dice": 0.8927971718957136, + "FN": 630, + "FP": 583, + "IoU": 0.8063537675606641, + "TN": 1220360, + "TP": 5051, + "n_pred": 5634, + "n_ref": 5681 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9519200905693647, + "FN": 2441, + "FP": 2358, + "IoU": 0.9082514434290521, + "TN": 1174318, + "TP": 47507, + "n_pred": 49865, + "n_ref": 49948 + }, + "7": { + "Dice": 0.841231916401922, + "FN": 1044, + "FP": 5003, + "IoU": 0.7259709067838854, + "TN": 1204557, + "TP": 16020, + "n_pred": 21023, + "n_ref": 17064 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.6637004078605858, + "FN": 105, + "FP": 802, + "IoU": 0.49667036625971145, + "TN": 1224822, + "TP": 895, + "n_pred": 1697, + "n_ref": 1000 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0066.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0066.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 86, + "IoU": 0.0, + "TN": 1051306, + "TP": 0, + "n_pred": 86, + "n_ref": 0 + }, + "10": { + "Dice": 0.7507936507936508, + "FN": 135, + "FP": 493, + "IoU": 0.6010165184243964, + "TN": 1049818, + "TP": 946, + "n_pred": 1439, + "n_ref": 1081 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 14, + "IoU": 0.0, + "TN": 1051378, + "TP": 0, + "n_pred": 14, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6346971696729726, + "FN": 3037, + "FP": 1945, + "IoU": 0.4648764769065521, + "TN": 1042082, + "TP": 4328, + "n_pred": 6273, + "n_ref": 7365 + }, + "6": { + "Dice": 0.9072021558656062, + "FN": 6725, + "FP": 3950, + "IoU": 0.8301646647044786, + "TN": 988537, + "TP": 52180, + "n_pred": 56130, + "n_ref": 58905 + }, + "7": { + "Dice": 0.9221700835953469, + "FN": 3071, + "FP": 8390, + "IoU": 0.855580337453849, + "TN": 972033, + "TP": 67898, + "n_pred": 76288, + "n_ref": 70969 + }, + "8": { + "Dice": 0.9459804338579328, + "FN": 588, + "FP": 682, + "IoU": 0.897497982243745, + "TN": 1039002, + "TP": 11120, + "n_pred": 11802, + "n_ref": 11708 + }, + "9": { + "Dice": 0.6105155691679428, + "FN": 116, + "FP": 647, + "IoU": 0.4393828067597355, + "TN": 1050031, + "TP": 598, + "n_pred": 1245, + "n_ref": 714 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0072.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0072.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9250345889276458, + "FN": 439, + "FP": 3408, + "IoU": 0.8605249800594591, + "TN": 848578, + "TP": 23735, + "n_pred": 27143, + "n_ref": 24174 + }, + "10": { + "Dice": 0.31601525262154434, + "FN": 2669, + "FP": 201, + "IoU": 0.18765921313331446, + "TN": 872627, + "TP": 663, + "n_pred": 864, + "n_ref": 3332 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.3442622950819672, + "FN": 383, + "FP": 17, + "IoU": 0.2079207920792079, + "TN": 875655, + "TP": 105, + "n_pred": 122, + "n_ref": 488 + }, + "13": { + "Dice": 0.41437598736176934, + "FN": 3255, + "FP": 4159, + "IoU": 0.2613330676496961, + "TN": 866123, + "TP": 2623, + "n_pred": 6782, + "n_ref": 5878 + }, + "14": { + "Dice": 0.9327903864225304, + "FN": 3042, + "FP": 8759, + "IoU": 0.8740460866873726, + "TN": 782467, + "TP": 81892, + "n_pred": 90651, + "n_ref": 84934 + }, + "15": { + "Dice": 0.46732050610166953, + "FN": 678, + "FP": 6437, + "IoU": 0.30490425947635796, + "TN": 865924, + "TP": 3121, + "n_pred": 9558, + "n_ref": 3799 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9295239817368112, + "FN": 424, + "FP": 1135, + "IoU": 0.8683277027027027, + "TN": 864320, + "TP": 10281, + "n_pred": 11416, + "n_ref": 10705 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 242, + "FP": 0, + "IoU": 0.0, + "TN": 875918, + "TP": 0, + "n_pred": 0, + "n_ref": 242 + }, + "8": { + "Dice": 0.6899680964197094, + "FN": 8516, + "FP": 230, + "IoU": 0.5266803766641411, + "TN": 857682, + "TP": 9732, + "n_pred": 9962, + "n_ref": 18248 + }, + "9": { + "Dice": 0.03780342220453641, + "FN": 2614, + "FP": 2222, + "IoU": 0.019265868992090852, + "TN": 871229, + "TP": 95, + "n_pred": 2317, + "n_ref": 2709 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0076.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0076.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2594, + "IoU": 0.0, + "TN": 698334, + "TP": 0, + "n_pred": 2594, + "n_ref": 0 + }, + "10": { + "Dice": 0.5736434108527132, + "FN": 534, + "FP": 126, + "IoU": 0.40217391304347827, + "TN": 699824, + "TP": 444, + "n_pred": 570, + "n_ref": 978 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8574088119699372, + "FN": 674, + "FP": 3462, + "IoU": 0.7504073381208135, + "TN": 684357, + "TP": 12435, + "n_pred": 15897, + "n_ref": 13109 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9252231305782644, + "FN": 2230, + "FP": 761, + "IoU": 0.8608513607815771, + "TN": 679433, + "TP": 18504, + "n_pred": 19265, + "n_ref": 20734 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2553, + "IoU": 0.0, + "TN": 698375, + "TP": 0, + "n_pred": 2553, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.874189364461738, + "FN": 185, + "FP": 9, + "IoU": 0.7764976958525346, + "TN": 700060, + "TP": 674, + "n_pred": 683, + "n_ref": 859 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 9455, + "IoU": 0.0, + "TN": 691473, + "TP": 0, + "n_pred": 9455, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8954718578078713, + "FN": 948, + "FP": 287, + "IoU": 0.810727969348659, + "TN": 694403, + "TP": 5290, + "n_pred": 5577, + "n_ref": 6238 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0084.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0084.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9801803747907328, + "FN": 643, + "FP": 458, + "IoU": 0.9611311162889219, + "TN": 1373530, + "TP": 27225, + "n_pred": 27683, + "n_ref": 27868 + }, + "10": { + "Dice": 0.6636340662117766, + "FN": 584, + "FP": 747, + "IoU": 0.4965960665658094, + "TN": 1399212, + "TP": 1313, + "n_pred": 2060, + "n_ref": 1897 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7758260465836107, + "FN": 1083, + "FP": 1814, + "IoU": 0.6337547408343869, + "TN": 1393946, + "TP": 5013, + "n_pred": 6827, + "n_ref": 6096 + }, + "14": { + "Dice": 0.9712012125805229, + "FN": 2510, + "FP": 4634, + "IoU": 0.9440147329650093, + "TN": 1274251, + "TP": 120461, + "n_pred": 125095, + "n_ref": 122971 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 3148, + "IoU": 0.0, + "TN": 1398708, + "TP": 0, + "n_pred": 3148, + "n_ref": 0 + }, + "2": { + "Dice": 0.935358942536298, + "FN": 3915, + "FP": 408, + "IoU": 0.878567415730337, + "TN": 1366256, + "TP": 31277, + "n_pred": 31685, + "n_ref": 35192 + }, + "3": { + "Dice": 0.937577065351418, + "FN": 513, + "FP": 297, + "IoU": 0.8824894820832729, + "TN": 1394963, + "TP": 6083, + "n_pred": 6380, + "n_ref": 6596 + }, + "4": { + "Dice": 0.8705265281420214, + "FN": 100, + "FP": 3109, + "IoU": 0.7707365864113739, + "TN": 1387859, + "TP": 10788, + "n_pred": 13897, + "n_ref": 10888 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9721443792392898, + "FN": 1965, + "FP": 15460, + "IoU": 0.9457985728772015, + "TN": 1080370, + "TP": 304061, + "n_pred": 319521, + "n_ref": 306026 + }, + "7": { + "Dice": 0.9804988922493991, + "FN": 7279, + "FP": 194, + "IoU": 0.961743822341444, + "TN": 1206515, + "TP": 187868, + "n_pred": 188062, + "n_ref": 195147 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 2343, + "IoU": 0.0, + "TN": 1399513, + "TP": 0, + "n_pred": 2343, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0104.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0104.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9234092735412905, + "FN": 1733, + "FP": 5606, + "IoU": 0.8577161690577744, + "TN": 1525508, + "TP": 44241, + "n_pred": 49847, + "n_ref": 45974 + }, + "10": { + "Dice": 0.6199149650936959, + "FN": 6193, + "FP": 1048, + "IoU": 0.44918606420203866, + "TN": 1563942, + "TP": 5905, + "n_pred": 6953, + "n_ref": 12098 + }, + "11": { + "Dice": 0.5574506283662477, + "FN": 474, + "FP": 1498, + "IoU": 0.3864343497199751, + "TN": 1573874, + "TP": 1242, + "n_pred": 2740, + "n_ref": 1716 + }, + "12": { + "Dice": 0.5455642727821364, + "FN": 460, + "FP": 293, + "IoU": 0.375103734439834, + "TN": 1575883, + "TP": 452, + "n_pred": 745, + "n_ref": 912 + }, + "13": { + "Dice": 0.5022332506203474, + "FN": 1419, + "FP": 5602, + "IoU": 0.3353214049039099, + "TN": 1566525, + "TP": 3542, + "n_pred": 9144, + "n_ref": 4961 + }, + "14": { + "Dice": 0.2188850203448131, + "FN": 7784, + "FP": 10837, + "IoU": 0.12289213377296279, + "TN": 1555858, + "TP": 2609, + "n_pred": 13446, + "n_ref": 10393 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.6432701780436614, + "FN": 19651, + "FP": 5334, + "IoU": 0.4741328506482573, + "TN": 1529576, + "TP": 22527, + "n_pred": 27861, + "n_ref": 42178 + }, + "3": { + "Dice": 0.6986299580759335, + "FN": 574, + "FP": 22501, + "IoU": 0.53684189398045, + "TN": 1527267, + "TP": 26746, + "n_pred": 49247, + "n_ref": 27320 + }, + "4": { + "Dice": 0.41190457319489576, + "FN": 707, + "FP": 14133, + "IoU": 0.2593701651943904, + "TN": 1557051, + "TP": 5197, + "n_pred": 19330, + "n_ref": 5904 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9766882033614632, + "FN": 1671, + "FP": 6909, + "IoU": 0.9544385265270794, + "TN": 1388771, + "TP": 179737, + "n_pred": 186646, + "n_ref": 181408 + }, + "7": { + "Dice": 0.8657476139978791, + "FN": 2528, + "FP": 637, + "IoU": 0.7632759910246821, + "TN": 1563718, + "TP": 10205, + "n_pred": 10842, + "n_ref": 12733 + }, + "8": { + "Dice": 0.5803489439853077, + "FN": 4, + "FP": 453, + "IoU": 0.4087968952134541, + "TN": 1576315, + "TP": 316, + "n_pred": 769, + "n_ref": 320 + }, + "9": { + "Dice": 0.8609845636693352, + "FN": 962, + "FP": 2181, + "IoU": 0.7559024541783163, + "TN": 1564212, + "TP": 9733, + "n_pred": 11914, + "n_ref": 10695 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0109.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0109.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9593540801881133, + "FN": 3261, + "FP": 127, + "IoU": 0.9218832860667266, + "TN": 1183253, + "TP": 39983, + "n_pred": 40110, + "n_ref": 43244 + }, + "10": { + "Dice": 0.35941678888793027, + "FN": 7083, + "FP": 342, + "IoU": 0.2190786705931847, + "TN": 1217116, + "TP": 2083, + "n_pred": 2425, + "n_ref": 9166 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6152064026958719, + "FN": 867, + "FP": 2787, + "IoU": 0.4442585551330798, + "TN": 1220049, + "TP": 2921, + "n_pred": 5708, + "n_ref": 3788 + }, + "13": { + "Dice": 0.5290594139549943, + "FN": 2294, + "FP": 615, + "IoU": 0.35967422408100375, + "TN": 1222081, + "TP": 1634, + "n_pred": 2249, + "n_ref": 3928 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.43312407358967653, + "FN": 3688, + "FP": 22318, + "IoU": 0.2764252524971481, + "TN": 1190683, + "TP": 9935, + "n_pred": 32253, + "n_ref": 13623 + }, + "3": { + "Dice": 0.8754316516465931, + "FN": 18, + "FP": 1461, + "IoU": 0.7784601557819053, + "TN": 1219948, + "TP": 5197, + "n_pred": 6658, + "n_ref": 5215 + }, + "4": { + "Dice": 0.9376620315814282, + "FN": 814, + "FP": 1302, + "IoU": 0.8826400443704936, + "TN": 1208594, + "TP": 15914, + "n_pred": 17216, + "n_ref": 16728 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 66, + "IoU": 0.0, + "TN": 1226558, + "TP": 0, + "n_pred": 66, + "n_ref": 0 + }, + "6": { + "Dice": 0.9767834829035557, + "FN": 2356, + "FP": 914, + "IoU": 0.9546205192966875, + "TN": 1154565, + "TP": 68789, + "n_pred": 69703, + "n_ref": 71145 + }, + "7": { + "Dice": 0.9445614959178299, + "FN": 1601, + "FP": 1767, + "IoU": 0.894946974422957, + "TN": 1194564, + "TP": 28692, + "n_pred": 30459, + "n_ref": 30293 + }, + "8": { + "Dice": 0.9652612282309807, + "FN": 422, + "FP": 336, + "IoU": 0.9328549915847285, + "TN": 1215335, + "TP": 10531, + "n_pred": 10867, + "n_ref": 10953 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0118.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0118.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.914298500783173, + "FN": 330, + "FP": 53, + "IoU": 0.8421269579554823, + "TN": 873734, + "TP": 2043, + "n_pred": 2096, + "n_ref": 2373 + }, + "10": { + "Dice": 0.24369623986237404, + "FN": 15120, + "FP": 267, + "IoU": 0.13875517743199373, + "TN": 858294, + "TP": 2479, + "n_pred": 2746, + "n_ref": 17599 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 159, + "IoU": 0.0, + "TN": 876001, + "TP": 0, + "n_pred": 159, + "n_ref": 0 + }, + "13": { + "Dice": 0.0023883887562006247, + "FN": 10715, + "FP": 145, + "IoU": 0.0011956221833900487, + "TN": 865287, + "TP": 13, + "n_pred": 158, + "n_ref": 10728 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.6710963455149501, + "FN": 104, + "FP": 292, + "IoU": 0.505, + "TN": 875360, + "TP": 404, + "n_pred": 696, + "n_ref": 508 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2755, + "IoU": 0.0, + "TN": 873405, + "TP": 0, + "n_pred": 2755, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7169696508709211, + "FN": 7491, + "FP": 11114, + "IoU": 0.5588095802703343, + "TN": 833990, + "TP": 23565, + "n_pred": 34679, + "n_ref": 31056 + }, + "7": { + "Dice": 0.789272352768086, + "FN": 24997, + "FP": 5081, + "IoU": 0.6518991736684953, + "TN": 789754, + "TP": 56328, + "n_pred": 61409, + "n_ref": 81325 + }, + "8": { + "Dice": 0.4450402144772118, + "FN": 193, + "FP": 14, + "IoU": 0.28620689655172415, + "TN": 875870, + "TP": 83, + "n_pred": 97, + "n_ref": 276 + }, + "9": { + "Dice": 0.7482950182918567, + "FN": 2163, + "FP": 3410, + "IoU": 0.5978205960886195, + "TN": 862303, + "TP": 8284, + "n_pred": 11694, + "n_ref": 10447 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0156.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0156.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7708968192006447, + "FN": 1388, + "FP": 7709, + "IoU": 0.6272026883042373, + "TN": 1026990, + "TP": 15305, + "n_pred": 23014, + "n_ref": 16693 + }, + "10": { + "Dice": 0.0, + "FN": 12, + "FP": 0, + "IoU": 0.0, + "TN": 1051380, + "TP": 0, + "n_pred": 0, + "n_ref": 12 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 201, + "IoU": 0.0, + "TN": 1051191, + "TP": 0, + "n_pred": 201, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 786, + "IoU": 0.0, + "TN": 1050606, + "TP": 0, + "n_pred": 786, + "n_ref": 0 + }, + "3": { + "Dice": 0.880228456240551, + "FN": 1820, + "FP": 319, + "IoU": 0.7860786078607861, + "TN": 1041393, + "TP": 7860, + "n_pred": 8179, + "n_ref": 9680 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0160.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0160.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 703, + "IoU": 0.0, + "TN": 1576385, + "TP": 0, + "n_pred": 703, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.898936170212766, + "FN": 10, + "FP": 28, + "IoU": 0.8164251207729468, + "TN": 1576881, + "TP": 169, + "n_pred": 197, + "n_ref": 179 + }, + "13": { + "Dice": 0.46682033240325127, + "FN": 5324, + "FP": 3466, + "IoU": 0.30447855673366037, + "TN": 1564450, + "TP": 3848, + "n_pred": 7314, + "n_ref": 9172 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 74911, + "IoU": 0.0, + "TN": 1502177, + "TP": 0, + "n_pred": 74911, + "n_ref": 0 + }, + "15": { + "Dice": 0.10361618903169155, + "FN": 224, + "FP": 11005, + "IoU": 0.05463882808553629, + "TN": 1565210, + "TP": 649, + "n_pred": 11654, + "n_ref": 873 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.45758066525476515, + "FN": 3478, + "FP": 5230, + "IoU": 0.29666424359906307, + "TN": 1564707, + "TP": 3673, + "n_pred": 8903, + "n_ref": 7151 + }, + "6": { + "Dice": 0.9158958431796188, + "FN": 5788, + "FP": 5423, + "IoU": 0.8448411874610754, + "TN": 1504833, + "TP": 61044, + "n_pred": 66467, + "n_ref": 66832 + }, + "7": { + "Dice": 0.5212305072116664, + "FN": 15149, + "FP": 74807, + "IoU": 0.3524758319356766, + "TN": 1438165, + "TP": 48967, + "n_pred": 123774, + "n_ref": 64116 + }, + "8": { + "Dice": 0.9398082447821121, + "FN": 1582, + "FP": 1896, + "IoU": 0.8864511916421809, + "TN": 1546458, + "TP": 27152, + "n_pred": 29048, + "n_ref": 28734 + }, + "9": { + "Dice": 0.8127047146401986, + "FN": 472, + "FP": 1415, + "IoU": 0.6845009195786658, + "TN": 1571107, + "TP": 4094, + "n_pred": 5509, + "n_ref": 4566 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0171.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0171.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2520, + "IoU": 0.0, + "TN": 873640, + "TP": 0, + "n_pred": 2520, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.5421556335999128, + "FN": 57316, + "FP": 1479, + "IoU": 0.3718885541525116, + "TN": 782554, + "TP": 34811, + "n_pred": 36290, + "n_ref": 92127 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 53967, + "IoU": 0.0, + "TN": 822193, + "TP": 0, + "n_pred": 53967, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7455451397686006, + "FN": 885, + "FP": 2128, + "IoU": 0.5943180288137875, + "TN": 868733, + "TP": 4414, + "n_pred": 6542, + "n_ref": 5299 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0188.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0188.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.10289569862243464, + "FN": 5921, + "FP": 461, + "IoU": 0.05423829282750445, + "TN": 869412, + "TP": 366, + "n_pred": 827, + "n_ref": 6287 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 112, + "IoU": 0.0, + "TN": 876048, + "TP": 0, + "n_pred": 112, + "n_ref": 0 + }, + "13": { + "Dice": 0.37477058607610425, + "FN": 8638, + "FP": 1582, + "IoU": 0.23059549800496876, + "TN": 862877, + "TP": 3063, + "n_pred": 4645, + "n_ref": 11701 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6626407369498465, + "FN": 5117, + "FP": 1475, + "IoU": 0.4954844634930354, + "TN": 863094, + "TP": 6474, + "n_pred": 7949, + "n_ref": 11591 + }, + "6": { + "Dice": 0.8761070026476764, + "FN": 1970, + "FP": 744, + "IoU": 0.7795288383428107, + "TN": 863850, + "TP": 9596, + "n_pred": 10340, + "n_ref": 11566 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 6984, + "IoU": 0.0, + "TN": 869176, + "TP": 0, + "n_pred": 6984, + "n_ref": 0 + }, + "8": { + "Dice": 0.9572999620781191, + "FN": 665, + "FP": 1587, + "IoU": 0.9180971777713122, + "TN": 848664, + "TP": 25244, + "n_pred": 26831, + "n_ref": 25909 + }, + "9": { + "Dice": 0.5739644970414202, + "FN": 7810, + "FP": 830, + "IoU": 0.4024896265560166, + "TN": 861700, + "TP": 5820, + "n_pred": 6650, + "n_ref": 13630 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0192.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9716362372768471, + "FN": 1264, + "FP": 4613, + "IoU": 0.9448371019063442, + "TN": 1120085, + "TP": 100662, + "n_pred": 105275, + "n_ref": 101926 + }, + "10": { + "Dice": 0.8739104298166517, + "FN": 1589, + "FP": 3445, + "IoU": 0.7760576538102228, + "TN": 1204145, + "TP": 17445, + "n_pred": 20890, + "n_ref": 19034 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 19, + "IoU": 0.0, + "TN": 1226605, + "TP": 0, + "n_pred": 19, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 36, + "IoU": 0.0, + "TN": 1226588, + "TP": 0, + "n_pred": 36, + "n_ref": 0 + }, + "13": { + "Dice": 0.4274272318812268, + "FN": 1652, + "FP": 10072, + "IoU": 0.27180124223602486, + "TN": 1210524, + "TP": 4376, + "n_pred": 14448, + "n_ref": 6028 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 2727, + "FP": 0, + "IoU": 0.0, + "TN": 1223897, + "TP": 0, + "n_pred": 0, + "n_ref": 2727 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 1226621, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "3": { + "Dice": 0.8785826147663164, + "FN": 3064, + "FP": 3371, + "IoU": 0.783457280344584, + "TN": 1196907, + "TP": 23282, + "n_pred": 26653, + "n_ref": 26346 + }, + "4": { + "Dice": 0.9425876010781671, + "FN": 92, + "FP": 760, + "IoU": 0.8914096354830486, + "TN": 1218778, + "TP": 6994, + "n_pred": 7754, + "n_ref": 7086 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9109466128308659, + "FN": 1163, + "FP": 2013, + "IoU": 0.8364572605561277, + "TN": 1207204, + "TP": 16244, + "n_pred": 18257, + "n_ref": 17407 + }, + "7": { + "Dice": 0.7833609252220953, + "FN": 17554, + "FP": 1028, + "IoU": 0.6438728966230979, + "TN": 1174446, + "TP": 33596, + "n_pred": 34624, + "n_ref": 51150 + }, + "8": { + "Dice": 0.9438783118755282, + "FN": 298, + "FP": 831, + "IoU": 0.8937211710439612, + "TN": 1216001, + "TP": 9494, + "n_pred": 10325, + "n_ref": 9792 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 905, + "IoU": 0.0, + "TN": 1225719, + "TP": 0, + "n_pred": 905, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0259.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0259.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9752389136445851, + "FN": 2537, + "FP": 1036, + "IoU": 0.9516744211209694, + "TN": 802224, + "TP": 70363, + "n_pred": 71399, + "n_ref": 72900 + }, + "10": { + "Dice": 0.8652285671085127, + "FN": 42, + "FP": 5306, + "IoU": 0.7624694648012437, + "TN": 853645, + "TP": 17167, + "n_pred": 22473, + "n_ref": 17209 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 90, + "FP": 2, + "IoU": 0.0, + "TN": 876068, + "TP": 0, + "n_pred": 2, + "n_ref": 90 + }, + "13": { + "Dice": 0.7437429462922392, + "FN": 4856, + "FP": 2864, + "IoU": 0.5920308619140728, + "TN": 857237, + "TP": 11203, + "n_pred": 14067, + "n_ref": 16059 + }, + "14": { + "Dice": 0.1609392791144793, + "FN": 89902, + "FP": 0, + "IoU": 0.08751167228289554, + "TN": 777636, + "TP": 8622, + "n_pred": 8622, + "n_ref": 98524 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7837847533632287, + "FN": 5325, + "FP": 702, + "IoU": 0.64444575541266, + "TN": 859209, + "TP": 10924, + "n_pred": 11626, + "n_ref": 16249 + }, + "3": { + "Dice": 0.7506034482758621, + "FN": 1178, + "FP": 4608, + "IoU": 0.6007727868626234, + "TN": 861667, + "TP": 8707, + "n_pred": 13315, + "n_ref": 9885 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 947, + "IoU": 0.0, + "TN": 875213, + "TP": 0, + "n_pred": 947, + "n_ref": 0 + }, + "7": { + "Dice": 0.06622395516022907, + "FN": 1022, + "FP": 29632, + "IoU": 0.03424592797958476, + "TN": 844419, + "TP": 1087, + "n_pred": 30719, + "n_ref": 2109 + }, + "8": { + "Dice": 0.9570950400649153, + "FN": 108, + "FP": 315, + "IoU": 0.9177202878817351, + "TN": 871019, + "TP": 4718, + "n_pred": 5033, + "n_ref": 4826 + }, + "9": { + "Dice": 0.9462329811718382, + "FN": 1026, + "FP": 913, + "IoU": 0.8979527393295089, + "TN": 857159, + "TP": 17062, + "n_pred": 17975, + "n_ref": 18088 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0268.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0268.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5252544837615124, + "FN": 732, + "FP": 18856, + "IoU": 0.35616618459111227, + "TN": 1196200, + "TP": 10836, + "n_pred": 29692, + "n_ref": 11568 + }, + "10": { + "Dice": 0.7082372474863943, + "FN": 1353, + "FP": 1810, + "IoU": 0.548271922307912, + "TN": 1219622, + "TP": 3839, + "n_pred": 5649, + "n_ref": 5192 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 5037, + "FP": 3, + "IoU": 0.0, + "TN": 1221584, + "TP": 0, + "n_pred": 3, + "n_ref": 5037 + }, + "14": { + "Dice": 0.7736082474226804, + "FN": 186, + "FP": 363, + "IoU": 0.6308002689979825, + "TN": 1225137, + "TP": 938, + "n_pred": 1301, + "n_ref": 1124 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 180, + "IoU": 0.0, + "TN": 1226444, + "TP": 0, + "n_pred": 180, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 1226617, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7513831437435368, + "FN": 2753, + "FP": 35713, + "IoU": 0.6017723851624859, + "TN": 1130031, + "TP": 58127, + "n_pred": 93840, + "n_ref": 60880 + }, + "7": { + "Dice": 0.9177529457024505, + "FN": 7378, + "FP": 1815, + "IoU": 0.8480068779657094, + "TN": 1166141, + "TP": 51290, + "n_pred": 53105, + "n_ref": 58668 + }, + "8": { + "Dice": 0.8307400679251244, + "FN": 1735, + "FP": 408, + "IoU": 0.7104836530667388, + "TN": 1219222, + "TP": 5259, + "n_pred": 5667, + "n_ref": 6994 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 368, + "IoU": 0.0, + "TN": 1226256, + "TP": 0, + "n_pred": 368, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0281.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0281.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 3886, + "IoU": 0.0, + "TN": 1397970, + "TP": 0, + "n_pred": 3886, + "n_ref": 0 + }, + "11": { + "Dice": 0.7249365008217541, + "FN": 1010, + "FP": 831, + "IoU": 0.568549332083431, + "TN": 1397589, + "TP": 2426, + "n_pred": 3257, + "n_ref": 3436 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 13570, + "IoU": 0.0, + "TN": 1388286, + "TP": 0, + "n_pred": 13570, + "n_ref": 0 + }, + "14": { + "Dice": 0.9114391936904992, + "FN": 908, + "FP": 3213, + "IoU": 0.83728826943578, + "TN": 1376529, + "TP": 21206, + "n_pred": 24419, + "n_ref": 22114 + }, + "15": { + "Dice": 0.7475373951112733, + "FN": 1311, + "FP": 73, + "IoU": 0.5968540635013108, + "TN": 1398423, + "TP": 2049, + "n_pred": 2122, + "n_ref": 3360 + }, + "2": { + "Dice": 0.9684093715881227, + "FN": 479, + "FP": 1286, + "IoU": 0.9387535568047748, + "TN": 1373038, + "TP": 27053, + "n_pred": 28339, + "n_ref": 27532 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9743093806500441, + "FN": 1642, + "FP": 1413, + "IoU": 0.949905714519964, + "TN": 1340871, + "TP": 57930, + "n_pred": 59343, + "n_ref": 59572 + }, + "7": { + "Dice": 0.8146853146853147, + "FN": 110, + "FP": 6568, + "IoU": 0.6873156342182891, + "TN": 1380499, + "TP": 14679, + "n_pred": 21247, + "n_ref": 14789 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.907563025210084, + "FN": 150, + "FP": 136, + "IoU": 0.8307692307692308, + "TN": 1400166, + "TP": 1404, + "n_pred": 1540, + "n_ref": 1554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0282.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0282.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 21, + "FP": 0, + "IoU": 0.0, + "TN": 1051371, + "TP": 0, + "n_pred": 0, + "n_ref": 21 + }, + "11": { + "Dice": 0.6943784639746635, + "FN": 403, + "FP": 369, + "IoU": 0.5318374772589448, + "TN": 1049743, + "TP": 877, + "n_pred": 1246, + "n_ref": 1280 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.758236893695061, + "FN": 2282, + "FP": 1541, + "IoU": 0.6106131595029538, + "TN": 1041574, + "TP": 5995, + "n_pred": 7536, + "n_ref": 8277 + }, + "15": { + "Dice": 0.6164236602135856, + "FN": 9418, + "FP": 6314, + "IoU": 0.4455292002960561, + "TN": 1023019, + "TP": 12641, + "n_pred": 18955, + "n_ref": 22059 + }, + "2": { + "Dice": 0.863112613304655, + "FN": 56, + "FP": 835, + "IoU": 0.7591891891891892, + "TN": 1047692, + "TP": 2809, + "n_pred": 3644, + "n_ref": 2865 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7226469482391277, + "FN": 3485, + "FP": 941, + "IoU": 0.5657378335949764, + "TN": 1041200, + "TP": 5766, + "n_pred": 6707, + "n_ref": 9251 + }, + "6": { + "Dice": 0.9855318314786332, + "FN": 2804, + "FP": 1034, + "IoU": 0.9714763479618, + "TN": 916837, + "TP": 130717, + "n_pred": 131751, + "n_ref": 133521 + }, + "7": { + "Dice": 0.9525573712465342, + "FN": 2204, + "FP": 1817, + "IoU": 0.9094124538163467, + "TN": 1007004, + "TP": 40367, + "n_pred": 42184, + "n_ref": 42571 + }, + "8": { + "Dice": 0.9690358902181563, + "FN": 755, + "FP": 829, + "IoU": 0.9399317406143345, + "TN": 1025022, + "TP": 24786, + "n_pred": 25615, + "n_ref": 25541 + }, + "9": { + "Dice": 0.9465363610232825, + "FN": 140, + "FP": 232, + "IoU": 0.8984993178717599, + "TN": 1047727, + "TP": 3293, + "n_pred": 3525, + "n_ref": 3433 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0401.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0401.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9341662662181643, + "FN": 70, + "FP": 67, + "IoU": 0.8764652840396754, + "TN": 1050283, + "TP": 972, + "n_pred": 1039, + "n_ref": 1042 + }, + "11": { + "Dice": 0.5304207987134817, + "FN": 3309, + "FP": 195, + "IoU": 0.36093379536749953, + "TN": 1045909, + "TP": 1979, + "n_pred": 2174, + "n_ref": 5288 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 632, + "IoU": 0.0, + "TN": 1050760, + "TP": 0, + "n_pred": 632, + "n_ref": 0 + }, + "13": { + "Dice": 0.8997285514518385, + "FN": 885, + "FP": 334, + "IoU": 0.8177332535885168, + "TN": 1044704, + "TP": 5469, + "n_pred": 5803, + "n_ref": 6354 + }, + "14": { + "Dice": 0.8864383630937326, + "FN": 1077, + "FP": 1168, + "IoU": 0.7960388843463251, + "TN": 1040385, + "TP": 8762, + "n_pred": 9930, + "n_ref": 9839 + }, + "15": { + "Dice": 0.878382609473543, + "FN": 709, + "FP": 7448, + "IoU": 0.7831392566597544, + "TN": 1013778, + "TP": 29457, + "n_pred": 36905, + "n_ref": 30166 + }, + "2": { + "Dice": 0.9323705390236153, + "FN": 7844, + "FP": 2374, + "IoU": 0.8733091143540848, + "TN": 970739, + "TP": 70435, + "n_pred": 72809, + "n_ref": 78279 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 4326, + "IoU": 0.0, + "TN": 1047066, + "TP": 0, + "n_pred": 4326, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 69, + "IoU": 0.0, + "TN": 1051323, + "TP": 0, + "n_pred": 69, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9740468945766959, + "FN": 3083, + "FP": 1267, + "IoU": 0.9494068387997209, + "TN": 965412, + "TP": 81630, + "n_pred": 82897, + "n_ref": 84713 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 1051390, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9562060173380929, + "FN": 1595, + "FP": 552, + "IoU": 0.9160869225357617, + "TN": 1025806, + "TP": 23439, + "n_pred": 23991, + "n_ref": 25034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0403.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0403.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": 0.5027462584456293, + "FN": 1894.6977777777777, + "FP": 2907.186666666667, + "IoU": 0.4292182887219341, + "TN": 1111019.3644444444, + "TP": 11504.61777777778, + "n_pred": 14411.804444444444, + "n_ref": 13399.315555555551 + }, + "mean": { + "1": { + "Dice": 0.6142390647299883, + "FN": 1899.1666666666667, + "FP": 1663.7, + "IoU": 0.5574605986922302, + "TN": 1117465.8666666667, + "TP": 6297.133333333333, + "n_pred": 7960.833333333333, + "n_ref": 8196.3 + }, + "10": { + "Dice": 0.4797763886276919, + "FN": 1890.1, + "FP": 1776.4666666666667, + "IoU": 0.3860618306270232, + "TN": 1118417.5, + "TP": 5241.8, + "n_pred": 7018.266666666666, + "n_ref": 7131.9 + }, + "11": { + "Dice": 0.31057640754445975, + "FN": 147.06666666666666, + "FP": 105.46666666666667, + "IoU": 0.23196621248212612, + "TN": 1126881.2333333334, + "TP": 192.1, + "n_pred": 297.56666666666666, + "n_ref": 339.1666666666667 + }, + "12": { + "Dice": 0.22792462295426869, + "FN": 381.7, + "FP": 125.06666666666666, + "IoU": 0.15733738250145066, + "TN": 1126617.7666666666, + "TP": 201.33333333333334, + "n_pred": 326.4, + "n_ref": 583.0333333333333 + }, + "13": { + "Dice": 0.41155112621292367, + "FN": 1603.8666666666666, + "FP": 1498.8, + "IoU": 0.3222059849918146, + "TN": 1120635.9, + "TP": 3587.3, + "n_pred": 5086.1, + "n_ref": 5191.166666666667 + }, + "14": { + "Dice": 0.26994968505836153, + "FN": 532.3, + "FP": 4239.2, + "IoU": 0.23693266356815268, + "TN": 1119376.1333333333, + "TP": 3178.233333333333, + "n_pred": 7417.433333333333, + "n_ref": 3710.5333333333333 + }, + "15": { + "Dice": 0.3837720928425384, + "FN": 1940.8666666666666, + "FP": 773.7, + "IoU": 0.31317912977127005, + "TN": 1122544.9333333333, + "TP": 2066.366666666667, + "n_pred": 2840.0666666666666, + "n_ref": 4007.233333333333 + }, + "2": { + "Dice": 0.5168995889800951, + "FN": 1167.6333333333334, + "FP": 5922.8, + "IoU": 0.4621714332216861, + "TN": 1105321.9, + "TP": 14913.533333333333, + "n_pred": 20836.333333333332, + "n_ref": 16081.166666666666 + }, + "3": { + "Dice": 0.522399975233737, + "FN": 6351.533333333334, + "FP": 3509.0333333333333, + "IoU": 0.4438268477192352, + "TN": 1105976.3666666667, + "TP": 11488.933333333332, + "n_pred": 14997.966666666667, + "n_ref": 17840.466666666667 + }, + "4": { + "Dice": 0.4581352442000943, + "FN": 903.9666666666667, + "FP": 462.26666666666665, + "IoU": 0.3908176852675542, + "TN": 1123528.4, + "TP": 2431.233333333333, + "n_pred": 2893.5, + "n_ref": 3335.2 + }, + "5": { + "Dice": 0.5876755214363433, + "FN": 750.3666666666667, + "FP": 456.46666666666664, + "IoU": 0.46167076728826556, + "TN": 1124617.5333333334, + "TP": 1501.5, + "n_pred": 1957.9666666666667, + "n_ref": 2251.866666666667 + }, + "6": { + "Dice": 0.7932655952376357, + "FN": 4133.233333333334, + "FP": 11158.366666666667, + "IoU": 0.7309341228687145, + "TN": 1027087.2333333333, + "TP": 84947.03333333334, + "n_pred": 96105.4, + "n_ref": 89080.26666666666 + }, + "7": { + "Dice": 0.578333668691917, + "FN": 4438.533333333334, + "FP": 8981.6, + "IoU": 0.5115060157986102, + "TN": 1094343.4, + "TP": 19562.333333333332, + "n_pred": 28543.933333333334, + "n_ref": 24000.866666666665 + }, + "8": { + "Dice": 0.7117469289945193, + "FN": 1383.5, + "FP": 1389.4333333333334, + "IoU": 0.6570879209554332, + "TN": 1114173.2333333334, + "TP": 10379.7, + "n_pred": 11769.133333333333, + "n_ref": 11763.2 + }, + "9": { + "Dice": 0.6749479659398646, + "FN": 896.6333333333333, + "FP": 1545.4333333333334, + "IoU": 0.575115735075445, + "TN": 1118303.0666666667, + "TP": 6580.733333333334, + "n_pred": 8126.166666666667, + "n_ref": 7477.366666666667 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 31, + "IoU": 0.0, + "TN": 700897, + "TP": 0, + "n_pred": 31, + "n_ref": 0 + }, + "11": { + "Dice": 0.05825242718446602, + "FN": 872, + "FP": 1, + "IoU": 0.03, + "TN": 700028, + "TP": 27, + "n_pred": 28, + "n_ref": 899 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.16068759342301944, + "FN": 805, + "FP": 1441, + "IoU": 0.08736286062576189, + "TN": 698467, + "TP": 215, + "n_pred": 1656, + "n_ref": 1020 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.881644915237705, + "FN": 8715, + "FP": 9486, + "IoU": 0.7883407758861289, + "TN": 614936, + "TP": 67791, + "n_pred": 77277, + "n_ref": 76506 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 40013, + "IoU": 0.0, + "TN": 660915, + "TP": 0, + "n_pred": 40013, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9660764943582446, + "FN": 1072, + "FP": 2647, + "IoU": 0.9343790803543071, + "TN": 644254, + "TP": 52955, + "n_pred": 55602, + "n_ref": 54027 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7777777777777778, + "FN": 5, + "FP": 3, + "IoU": 0.6363636363636364, + "TN": 700906, + "TP": 14, + "n_pred": 17, + "n_ref": 19 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0016.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0016.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9107355864811133, + "FN": 1213, + "FP": 583, + "IoU": 0.8361014783719657, + "TN": 865202, + "TP": 9162, + "n_pred": 9745, + "n_ref": 10375 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 4985, + "IoU": 0.0, + "TN": 871175, + "TP": 0, + "n_pred": 4985, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.15696887686062247, + "FN": 170, + "FP": 453, + "IoU": 0.08516886930983847, + "TN": 875479, + "TP": 58, + "n_pred": 511, + "n_ref": 228 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 171, + "FP": 29698, + "IoU": 0.0, + "TN": 846291, + "TP": 0, + "n_pred": 29698, + "n_ref": 171 + }, + "15": { + "Dice": 0.08349813227862009, + "FN": 1, + "FP": 4170, + "IoU": 0.04356798899335015, + "TN": 871799, + "TP": 190, + "n_pred": 4360, + "n_ref": 191 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 3684, + "IoU": 0.0, + "TN": 872476, + "TP": 0, + "n_pred": 3684, + "n_ref": 0 + }, + "3": { + "Dice": 0.9175509208440054, + "FN": 7123, + "FP": 989, + "IoU": 0.8476619718309859, + "TN": 822910, + "TP": 45138, + "n_pred": 46127, + "n_ref": 52261 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 33, + "IoU": 0.0, + "TN": 876127, + "TP": 0, + "n_pred": 33, + "n_ref": 0 + }, + "7": { + "Dice": 0.9345844324974121, + "FN": 403, + "FP": 1556, + "IoU": 0.877201780229424, + "TN": 860207, + "TP": 13994, + "n_pred": 15550, + "n_ref": 14397 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 876152, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0075.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0075.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8179012345679012, + "FN": 634, + "FP": 74, + "IoU": 0.6919060052219321, + "TN": 1399558, + "TP": 1590, + "n_pred": 1664, + "n_ref": 2224 + }, + "10": { + "Dice": 0.7705705168351674, + "FN": 6794, + "FP": 899, + "IoU": 0.6267708131185717, + "TN": 1381244, + "TP": 12919, + "n_pred": 13818, + "n_ref": 19713 + }, + "11": { + "Dice": 0.7706855791962175, + "FN": 68, + "FP": 29, + "IoU": 0.6269230769230769, + "TN": 1401596, + "TP": 163, + "n_pred": 192, + "n_ref": 231 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7855499309710078, + "FN": 317, + "FP": 9003, + "IoU": 0.6468359226979916, + "TN": 1375466, + "TP": 17070, + "n_pred": 26073, + "n_ref": 17387 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.19208691297145278, + "FN": 292, + "FP": 41650, + "IoU": 0.10624786907603137, + "TN": 1354928, + "TP": 4986, + "n_pred": 46636, + "n_ref": 5278 + }, + "3": { + "Dice": 0.5456696548805355, + "FN": 45918, + "FP": 1316, + "IoU": 0.37520337570602785, + "TN": 1326257, + "TP": 28365, + "n_pred": 29681, + "n_ref": 74283 + }, + "4": { + "Dice": 0.9331173339504745, + "FN": 1098, + "FP": 2081, + "IoU": 0.8746203904555314, + "TN": 1376501, + "TP": 22176, + "n_pred": 24257, + "n_ref": 23274 + }, + "5": { + "Dice": 0.7670250896057348, + "FN": 40, + "FP": 25, + "IoU": 0.622093023255814, + "TN": 1401684, + "TP": 107, + "n_pred": 132, + "n_ref": 147 + }, + "6": { + "Dice": 0.9593312273114396, + "FN": 8428, + "FP": 5038, + "IoU": 0.9218410818968019, + "TN": 1229566, + "TP": 158824, + "n_pred": 163862, + "n_ref": 167252 + }, + "7": { + "Dice": 0.9767496534733481, + "FN": 1896, + "FP": 2851, + "IoU": 0.9545558980642938, + "TN": 1297398, + "TP": 99711, + "n_pred": 102562, + "n_ref": 101607 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 1401854, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "9": { + "Dice": 0.8644103631661977, + "FN": 2357, + "FP": 5980, + "IoU": 0.7611995875343721, + "TN": 1366944, + "TP": 26575, + "n_pred": 32555, + "n_ref": 28932 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0078.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0078.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.8361809045226131, + "FN": 41, + "FP": 122, + "IoU": 0.7184801381692574, + "TN": 525117, + "TP": 416, + "n_pred": 538, + "n_ref": 457 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7526493256262042, + "FN": 1438, + "FP": 2670, + "IoU": 0.6033983394477699, + "TN": 515338, + "TP": 6250, + "n_pred": 8920, + "n_ref": 7688 + }, + "6": { + "Dice": 0.8774275478282416, + "FN": 1321, + "FP": 22423, + "IoU": 0.7816221983095586, + "TN": 416967, + "TP": 84985, + "n_pred": 107408, + "n_ref": 86306 + }, + "7": { + "Dice": 0.794773435626948, + "FN": 2609, + "FP": 2527, + "IoU": 0.6594390292420927, + "TN": 510615, + "TP": 9945, + "n_pred": 12472, + "n_ref": 12554 + }, + "8": { + "Dice": 0.9216716563817438, + "FN": 1856, + "FP": 708, + "IoU": 0.8547226471754774, + "TN": 508047, + "TP": 15085, + "n_pred": 15793, + "n_ref": 16941 + }, + "9": { + "Dice": 0.7782771535580524, + "FN": 508, + "FP": 84, + "IoU": 0.6370324954015941, + "TN": 524065, + "TP": 1039, + "n_pred": 1123, + "n_ref": 1547 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0081.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0081.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 8, + "FP": 0, + "IoU": 0.0, + "TN": 1051384, + "TP": 0, + "n_pred": 0, + "n_ref": 8 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 19520, + "IoU": 0.0, + "TN": 1031872, + "TP": 0, + "n_pred": 19520, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9378990133488102, + "FN": 68, + "FP": 146, + "IoU": 0.8830601092896175, + "TN": 1049562, + "TP": 1616, + "n_pred": 1762, + "n_ref": 1684 + }, + "7": { + "Dice": 0.2523645520097391, + "FN": 71852, + "FP": 1, + "IoU": 0.1444034293879495, + "TN": 967412, + "TP": 12127, + "n_pred": 12128, + "n_ref": 83979 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0131.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0131.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 91, + "IoU": 0.0, + "TN": 525605, + "TP": 0, + "n_pred": 91, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 861, + "FP": 0, + "IoU": 0.0, + "TN": 524835, + "TP": 0, + "n_pred": 0, + "n_ref": 861 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 525688, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 3519, + "FP": 0, + "IoU": 0.0, + "TN": 522177, + "TP": 0, + "n_pred": 0, + "n_ref": 3519 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 42, + "IoU": 0.0, + "TN": 525654, + "TP": 0, + "n_pred": 42, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0133.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0133.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.005525665261014978, + "FN": 1, + "FP": 6838, + "IoU": 0.0027704870224555265, + "TN": 869302, + "TP": 19, + "n_pred": 6857, + "n_ref": 20 + }, + "10": { + "Dice": 0.16204287515762925, + "FN": 10632, + "FP": 0, + "IoU": 0.08816466552315609, + "TN": 864500, + "TP": 1028, + "n_pred": 1028, + "n_ref": 11660 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 2237, + "FP": 0, + "IoU": 0.0, + "TN": 873923, + "TP": 0, + "n_pred": 0, + "n_ref": 2237 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9322988220986014, + "FN": 4294, + "FP": 1718, + "IoU": 0.8731832851688569, + "TN": 828753, + "TP": 41395, + "n_pred": 43113, + "n_ref": 45689 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 29997, + "IoU": 0.0, + "TN": 846163, + "TP": 0, + "n_pred": 29997, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.661294191010697, + "FN": 7014, + "FP": 47, + "IoU": 0.49398022072524006, + "TN": 862206, + "TP": 6893, + "n_pred": 6940, + "n_ref": 13907 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0142.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0142.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9534397177667473, + "FN": 288, + "FP": 847, + "IoU": 0.9110222640326121, + "TN": 863404, + "TP": 11621, + "n_pred": 12468, + "n_ref": 11909 + }, + "10": { + "Dice": 0.0, + "FN": 348, + "FP": 0, + "IoU": 0.0, + "TN": 875812, + "TP": 0, + "n_pred": 0, + "n_ref": 348 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.2647262647262647, + "FN": 1060, + "FP": 1, + "IoU": 0.152555910543131, + "TN": 874908, + "TP": 191, + "n_pred": 192, + "n_ref": 1251 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 743, + "IoU": 0.0, + "TN": 875417, + "TP": 0, + "n_pred": 743, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 28, + "IoU": 0.0, + "TN": 876132, + "TP": 0, + "n_pred": 28, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 16167, + "IoU": 0.0, + "TN": 859993, + "TP": 0, + "n_pred": 16167, + "n_ref": 0 + }, + "3": { + "Dice": 0.8760227508928403, + "FN": 18756, + "FP": 927, + "IoU": 0.7793954473622272, + "TN": 786937, + "TP": 69540, + "n_pred": 70467, + "n_ref": 88296 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 876153, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0153.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0153.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7643227239082161, + "FN": 1847, + "FP": 1337, + "IoU": 0.6185455852402061, + "TN": 517349, + "TP": 5163, + "n_pred": 6500, + "n_ref": 7010 + }, + "6": { + "Dice": 0.8489832658238207, + "FN": 428, + "FP": 6954, + "IoU": 0.7375941987771932, + "TN": 497564, + "TP": 20750, + "n_pred": 27704, + "n_ref": 21178 + }, + "7": { + "Dice": 0.8571953684984378, + "FN": 1431, + "FP": 123, + "IoU": 0.7500804117079447, + "TN": 519478, + "TP": 4664, + "n_pred": 4787, + "n_ref": 6095 + }, + "8": { + "Dice": 0.9642749168598206, + "FN": 707, + "FP": 711, + "IoU": 0.9310143517392362, + "TN": 505141, + "TP": 19137, + "n_pred": 19848, + "n_ref": 19844 + }, + "9": { + "Dice": 0.8108033432340954, + "FN": 5444, + "FP": 34, + "IoU": 0.6818076208178439, + "TN": 508480, + "TP": 11738, + "n_pred": 11772, + "n_ref": 17182 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0166.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0166.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9797249397419537, + "FN": 346, + "FP": 369, + "IoU": 0.9602556976097832, + "TN": 1033402, + "TP": 17275, + "n_pred": 17644, + "n_ref": 17621 + }, + "10": { + "Dice": 0.8549829556847804, + "FN": 1611, + "FP": 5621, + "IoU": 0.7466988897061398, + "TN": 1022841, + "TP": 21319, + "n_pred": 26940, + "n_ref": 22930 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 73, + "IoU": 0.0, + "TN": 1051319, + "TP": 0, + "n_pred": 73, + "n_ref": 0 + }, + "12": { + "Dice": 0.5856905158069884, + "FN": 249, + "FP": 0, + "IoU": 0.41411764705882353, + "TN": 1050967, + "TP": 176, + "n_pred": 176, + "n_ref": 425 + }, + "13": { + "Dice": 0.8136727353835002, + "FN": 5380, + "FP": 1303, + "IoU": 0.6858754406580494, + "TN": 1030117, + "TP": 14592, + "n_pred": 15895, + "n_ref": 19972 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 7577, + "IoU": 0.0, + "TN": 1043815, + "TP": 0, + "n_pred": 7577, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.039287531806615775, + "FN": 43, + "FP": 9396, + "IoU": 0.02003737541528239, + "TN": 1041760, + "TP": 193, + "n_pred": 9589, + "n_ref": 236 + }, + "3": { + "Dice": 0.8558551286190937, + "FN": 10303, + "FP": 411, + "IoU": 0.7480303849862421, + "TN": 1008871, + "TP": 31807, + "n_pred": 32218, + "n_ref": 42110 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9854569641187891, + "FN": 3262, + "FP": 1592, + "IoU": 0.971330864503783, + "TN": 882081, + "TP": 164457, + "n_pred": 166049, + "n_ref": 167719 + }, + "7": { + "Dice": 0.9092645239697043, + "FN": 1322, + "FP": 2859, + "IoU": 0.833625149224035, + "TN": 1026262, + "TP": 20949, + "n_pred": 23808, + "n_ref": 22271 + }, + "8": { + "Dice": 0.9395348837209302, + "FN": 18, + "FP": 21, + "IoU": 0.8859649122807017, + "TN": 1051050, + "TP": 303, + "n_pred": 324, + "n_ref": 321 + }, + "9": { + "Dice": 0.9512508283631544, + "FN": 542, + "FP": 1812, + "IoU": 0.9070336874531022, + "TN": 1026071, + "TP": 22967, + "n_pred": 24779, + "n_ref": 23509 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0170.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0170.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9041585445094217, + "FN": 620, + "FP": 1740, + "IoU": 0.8250815297954344, + "TN": 1037900, + "TP": 11132, + "n_pred": 12872, + "n_ref": 11752 + }, + "10": { + "Dice": 0.24838292367399742, + "FN": 409, + "FP": 1915, + "IoU": 0.14180206794682423, + "TN": 1048684, + "TP": 384, + "n_pred": 2299, + "n_ref": 793 + }, + "11": { + "Dice": 0.6041088284286508, + "FN": 297, + "FP": 1129, + "IoU": 0.4327764518695306, + "TN": 1048878, + "TP": 1088, + "n_pred": 2217, + "n_ref": 1385 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 80, + "IoU": 0.0, + "TN": 1051312, + "TP": 0, + "n_pred": 80, + "n_ref": 0 + }, + "13": { + "Dice": 0.7849330051955155, + "FN": 1816, + "FP": 1330, + "IoU": 0.6459997749521773, + "TN": 1042505, + "TP": 5741, + "n_pred": 7071, + "n_ref": 7557 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.5634295713035871, + "FN": 70, + "FP": 429, + "IoU": 0.392204628501827, + "TN": 1050571, + "TP": 322, + "n_pred": 751, + "n_ref": 392 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.5653644314868804, + "FN": 1221, + "FP": 2506, + "IoU": 0.39408226304665905, + "TN": 1045241, + "TP": 2424, + "n_pred": 4930, + "n_ref": 3645 + }, + "6": { + "Dice": 0.9566004281836039, + "FN": 6770, + "FP": 5028, + "IoU": 0.9168112140570575, + "TN": 909570, + "TP": 130024, + "n_pred": 135052, + "n_ref": 136794 + }, + "7": { + "Dice": 0.8744534074226088, + "FN": 475, + "FP": 7478, + "IoU": 0.776914446002805, + "TN": 1015742, + "TP": 27697, + "n_pred": 35175, + "n_ref": 28172 + }, + "8": { + "Dice": 0.8638006230529595, + "FN": 10488, + "FP": 1535, + "IoU": 0.7602544417635446, + "TN": 1001243, + "TP": 38126, + "n_pred": 39661, + "n_ref": 48614 + }, + "9": { + "Dice": 0.8154877873710548, + "FN": 5951, + "FP": 3046, + "IoU": 0.6884587416461789, + "TN": 1022513, + "TP": 19882, + "n_pred": 22928, + "n_ref": 25833 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0180.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0180.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 614, + "FP": 0, + "IoU": 0.0, + "TN": 700314, + "TP": 0, + "n_pred": 0, + "n_ref": 614 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 66, + "FP": 0, + "IoU": 0.0, + "TN": 700862, + "TP": 0, + "n_pred": 0, + "n_ref": 66 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9888591565454393, + "FN": 2970, + "FP": 623, + "IoU": 0.9779638147807421, + "TN": 537878, + "TP": 159457, + "n_pred": 160080, + "n_ref": 162427 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 700926, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0181.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0181.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.93254411120686, + "FN": 721, + "FP": 4054, + "IoU": 0.873613721182605, + "TN": 1364075, + "TP": 33006, + "n_pred": 37060, + "n_ref": 33727 + }, + "10": { + "Dice": 0.8110907982937233, + "FN": 72, + "FP": 548, + "IoU": 0.6822142491030241, + "TN": 1399905, + "TP": 1331, + "n_pred": 1879, + "n_ref": 1403 + }, + "11": { + "Dice": 0.7100099767209843, + "FN": 1205, + "FP": 539, + "IoU": 0.5503995875225574, + "TN": 1397977, + "TP": 2135, + "n_pred": 2674, + "n_ref": 3340 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 1401855, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "13": { + "Dice": 0.6810531192093885, + "FN": 1575, + "FP": 6687, + "IoU": 0.5163612948545337, + "TN": 1384773, + "TP": 8821, + "n_pred": 15508, + "n_ref": 10396 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.955292454497261, + "FN": 282, + "FP": 2248, + "IoU": 0.9144113667117727, + "TN": 1372296, + "TP": 27030, + "n_pred": 29278, + "n_ref": 27312 + }, + "3": { + "Dice": 0.9114348828506935, + "FN": 6872, + "FP": 465, + "IoU": 0.8372809935684187, + "TN": 1356766, + "TP": 37753, + "n_pred": 38218, + "n_ref": 44625 + }, + "4": { + "Dice": 0.6996077905534511, + "FN": 504, + "FP": 8457, + "IoU": 0.5379975252629409, + "TN": 1382460, + "TP": 10435, + "n_pred": 18892, + "n_ref": 10939 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9328466502228153, + "FN": 6331, + "FP": 13244, + "IoU": 0.8741448925007715, + "TN": 1246320, + "TP": 135961, + "n_pred": 149205, + "n_ref": 142292 + }, + "7": { + "Dice": 0.3477037165874754, + "FN": 16026, + "FP": 148988, + "IoU": 0.21043666325349053, + "TN": 1192862, + "TP": 43980, + "n_pred": 192968, + "n_ref": 60006 + }, + "8": { + "Dice": 0.9632183908045977, + "FN": 6, + "FP": 26, + "IoU": 0.9290465631929047, + "TN": 1401405, + "TP": 419, + "n_pred": 445, + "n_ref": 425 + }, + "9": { + "Dice": 0.8969041178238654, + "FN": 147, + "FP": 1225, + "IoU": 0.8130790190735695, + "TN": 1394516, + "TP": 5968, + "n_pred": 7193, + "n_ref": 6115 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0184.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0184.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 935, + "FP": 0, + "IoU": 0.0, + "TN": 1576153, + "TP": 0, + "n_pred": 0, + "n_ref": 935 + }, + "14": { + "Dice": 0.5275166470818645, + "FN": 1623, + "FP": 8027, + "IoU": 0.358249650861209, + "TN": 1562051, + "TP": 5387, + "n_pred": 13414, + "n_ref": 7010 + }, + "15": { + "Dice": 0.28538762883131297, + "FN": 31915, + "FP": 10588, + "IoU": 0.1664444008629143, + "TN": 1526098, + "TP": 8487, + "n_pred": 19075, + "n_ref": 40402 + }, + "2": { + "Dice": 0.9694341181330028, + "FN": 58, + "FP": 90, + "IoU": 0.9406813627254509, + "TN": 1574593, + "TP": 2347, + "n_pred": 2437, + "n_ref": 2405 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9637241379310345, + "FN": 4499, + "FP": 1287, + "IoU": 0.9299880207640091, + "TN": 1494445, + "TP": 76857, + "n_pred": 78144, + "n_ref": 81356 + }, + "7": { + "Dice": 0.059900166389351084, + "FN": 562, + "FP": 3, + "IoU": 0.030874785591766724, + "TN": 1576505, + "TP": 18, + "n_pred": 21, + "n_ref": 580 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0185.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0185.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9206666666666666, + "FN": 716, + "FP": 1426, + "IoU": 0.8529956763434219, + "TN": 861589, + "TP": 12429, + "n_pred": 13855, + "n_ref": 13145 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6374124433456942, + "FN": 1206, + "FP": 554, + "IoU": 0.4677955851224675, + "TN": 872853, + "TP": 1547, + "n_pred": 2101, + "n_ref": 2753 + }, + "13": { + "Dice": 0.0, + "FN": 266, + "FP": 0, + "IoU": 0.0, + "TN": 875894, + "TP": 0, + "n_pred": 0, + "n_ref": 266 + }, + "14": { + "Dice": 0.1851929782373452, + "FN": 9247, + "FP": 44967, + "IoU": 0.10204554865424431, + "TN": 815785, + "TP": 6161, + "n_pred": 51128, + "n_ref": 15408 + }, + "15": { + "Dice": 0.4367308299147996, + "FN": 16065, + "FP": 0, + "IoU": 0.2793702058942269, + "TN": 853867, + "TP": 6228, + "n_pred": 6228, + "n_ref": 22293 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9381257734278321, + "FN": 318, + "FP": 782, + "IoU": 0.883462231168556, + "TN": 866721, + "TP": 8339, + "n_pred": 9121, + "n_ref": 8657 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.5763768617942501, + "FN": 1172, + "FP": 51, + "IoU": 0.4048661800486618, + "TN": 874105, + "TP": 832, + "n_pred": 883, + "n_ref": 2004 + }, + "7": { + "Dice": 0.9691162277678202, + "FN": 396, + "FP": 1396, + "IoU": 0.9400829209576033, + "TN": 846252, + "TP": 28116, + "n_pred": 29512, + "n_ref": 28512 + }, + "8": { + "Dice": 0.9600538468291826, + "FN": 563, + "FP": 802, + "IoU": 0.9231764970733903, + "TN": 858392, + "TP": 16403, + "n_pred": 17205, + "n_ref": 16966 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0230.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0230.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 5114, + "IoU": 0.0, + "TN": 1221510, + "TP": 0, + "n_pred": 5114, + "n_ref": 0 + }, + "10": { + "Dice": 0.7726012201885746, + "FN": 501, + "FP": 319, + "IoU": 0.6294622684139177, + "TN": 1224411, + "TP": 1393, + "n_pred": 1712, + "n_ref": 1894 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 14, + "IoU": 0.0, + "TN": 1226610, + "TP": 0, + "n_pred": 14, + "n_ref": 0 + }, + "13": { + "Dice": 0.4945800941640206, + "FN": 8116, + "FP": 1116, + "IoU": 0.328532984217034, + "TN": 1212875, + "TP": 4517, + "n_pred": 5633, + "n_ref": 12633 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 218, + "IoU": 0.0, + "TN": 1226406, + "TP": 0, + "n_pred": 218, + "n_ref": 0 + }, + "6": { + "Dice": 0.6965782342932761, + "FN": 3976, + "FP": 839, + "IoU": 0.5344227422162058, + "TN": 1216282, + "TP": 5527, + "n_pred": 6366, + "n_ref": 9503 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.7998384164815189, + "FN": 11345, + "FP": 14421, + "IoU": 0.6664422753281724, + "TN": 1149378, + "TP": 51480, + "n_pred": 65901, + "n_ref": 62825 + }, + "9": { + "Dice": 0.3296047725577927, + "FN": 35, + "FP": 1763, + "IoU": 0.19732142857142856, + "TN": 1224384, + "TP": 442, + "n_pred": 2205, + "n_ref": 477 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0239.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0239.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8741361384624794, + "FN": 1713, + "FP": 2403, + "IoU": 0.776413710684991, + "TN": 1208215, + "TP": 14293, + "n_pred": 16696, + "n_ref": 16006 + }, + "11": { + "Dice": 0.3003003003003003, + "FN": 43, + "FP": 190, + "IoU": 0.17667844522968199, + "TN": 1226341, + "TP": 50, + "n_pred": 240, + "n_ref": 93 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7955285718008182, + "FN": 5556, + "FP": 2291, + "IoU": 0.6604794046382831, + "TN": 1203512, + "TP": 15265, + "n_pred": 17556, + "n_ref": 20821 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 11757, + "FP": 346, + "IoU": 0.0, + "TN": 1214521, + "TP": 0, + "n_pred": 346, + "n_ref": 11757 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9065908926722374, + "FN": 10935, + "FP": 20097, + "IoU": 0.8291415231467207, + "TN": 1045000, + "TP": 150592, + "n_pred": 170689, + "n_ref": 161527 + }, + "7": { + "Dice": 0.6188161281098085, + "FN": 3783, + "FP": 12213, + "IoU": 0.4480331262939959, + "TN": 1197644, + "TP": 12984, + "n_pred": 25197, + "n_ref": 16767 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 23, + "IoU": 0.0, + "TN": 1226601, + "TP": 0, + "n_pred": 23, + "n_ref": 0 + }, + "9": { + "Dice": 0.7421342422653382, + "FN": 1662, + "FP": 2272, + "IoU": 0.5899947889525795, + "TN": 1217029, + "TP": 5661, + "n_pred": 7933, + "n_ref": 7323 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0242.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0242.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6090289608177172, + "FN": 318, + "FP": 11616, + "IoU": 0.4378444580526638, + "TN": 854931, + "TP": 9295, + "n_pred": 20911, + "n_ref": 9613 + }, + "10": { + "Dice": 0.11809427268119614, + "FN": 2929, + "FP": 551, + "IoU": 0.0627524912469701, + "TN": 872447, + "TP": 233, + "n_pred": 784, + "n_ref": 3162 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7319132845979329, + "FN": 2537, + "FP": 5971, + "IoU": 0.5771792068382865, + "TN": 856038, + "TP": 11614, + "n_pred": 17585, + "n_ref": 14151 + }, + "14": { + "Dice": 0.8760991207034372, + "FN": 310, + "FP": 0, + "IoU": 0.7795163584637269, + "TN": 874754, + "TP": 1096, + "n_pred": 1096, + "n_ref": 1406 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 876158, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 786, + "IoU": 0.0, + "TN": 875374, + "TP": 0, + "n_pred": 786, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 14, + "FP": 11300, + "IoU": 0.0, + "TN": 864846, + "TP": 0, + "n_pred": 11300, + "n_ref": 14 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0248.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0248.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 13973, + "IoU": 0.0, + "TN": 862187, + "TP": 0, + "n_pred": 13973, + "n_ref": 0 + }, + "10": { + "Dice": 0.6094857350536071, + "FN": 476, + "FP": 3822, + "IoU": 0.4383167799268165, + "TN": 868508, + "TP": 3354, + "n_pred": 7176, + "n_ref": 3830 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6532663316582915, + "FN": 505, + "FP": 944, + "IoU": 0.48507462686567165, + "TN": 873346, + "TP": 1365, + "n_pred": 2309, + "n_ref": 1870 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.7469539113544058, + "FN": 1299, + "FP": 134, + "IoU": 0.5961104847801578, + "TN": 872612, + "TP": 2115, + "n_pred": 2249, + "n_ref": 3414 + }, + "5": { + "Dice": 0.6341796341796342, + "FN": 2508, + "FP": 172, + "IoU": 0.4643214071557066, + "TN": 871157, + "TP": 2323, + "n_pred": 2495, + "n_ref": 4831 + }, + "6": { + "Dice": 0.9697289957982422, + "FN": 940, + "FP": 7309, + "IoU": 0.941236812298311, + "TN": 735783, + "TP": 132128, + "n_pred": 139437, + "n_ref": 133068 + }, + "7": { + "Dice": 0.8258098778544876, + "FN": 1222, + "FP": 90, + "IoU": 0.7033016734509272, + "TN": 871738, + "TP": 3110, + "n_pred": 3200, + "n_ref": 4332 + }, + "8": { + "Dice": 0.9616104561426554, + "FN": 1000, + "FP": 169, + "IoU": 0.9260594560404807, + "TN": 860350, + "TP": 14641, + "n_pred": 14810, + "n_ref": 15641 + }, + "9": { + "Dice": 0.8777277450640804, + "FN": 354, + "FP": 705, + "IoU": 0.7820987654320988, + "TN": 871300, + "TP": 3801, + "n_pred": 4506, + "n_ref": 4155 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0249.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0249.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8782464846980976, + "FN": 1104, + "FP": 368, + "IoU": 0.7829228727326353, + "TN": 1395075, + "TP": 5309, + "n_pred": 5677, + "n_ref": 6413 + }, + "10": { + "Dice": 0.0, + "FN": 6, + "FP": 0, + "IoU": 0.0, + "TN": 1401850, + "TP": 0, + "n_pred": 0, + "n_ref": 6 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 1401852, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 37, + "IoU": 0.0, + "TN": 1401819, + "TP": 0, + "n_pred": 37, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9586699796503815, + "FN": 5520, + "FP": 2015, + "IoU": 0.9206207070919894, + "TN": 1306932, + "TP": 87389, + "n_pred": 89404, + "n_ref": 92909 + }, + "3": { + "Dice": 0.026932512135288897, + "FN": 34, + "FP": 18609, + "IoU": 0.013650071424792338, + "TN": 1382955, + "TP": 258, + "n_pred": 18867, + "n_ref": 292 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 84, + "IoU": 0.0, + "TN": 1401772, + "TP": 0, + "n_pred": 84, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9684770224078997, + "FN": 1273, + "FP": 4786, + "IoU": 0.938880706921944, + "TN": 1302722, + "TP": 93075, + "n_pred": 97861, + "n_ref": 94348 + }, + "7": { + "Dice": 0.0, + "FN": 10709, + "FP": 51852, + "IoU": 0.0, + "TN": 1339295, + "TP": 0, + "n_pred": 51852, + "n_ref": 10709 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0264.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0264.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9435415585479774, + "FN": 1285, + "FP": 782, + "IoU": 0.8931175345157454, + "TN": 1732981, + "TP": 17272, + "n_pred": 18054, + "n_ref": 18557 + }, + "10": { + "Dice": 0.7671798723244461, + "FN": 780, + "FP": 4180, + "IoU": 0.6222966798659763, + "TN": 1739188, + "TP": 8172, + "n_pred": 12352, + "n_ref": 8952 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7318302387267904, + "FN": 1117, + "FP": 905, + "IoU": 0.5770759255385902, + "TN": 1747539, + "TP": 2759, + "n_pred": 3664, + "n_ref": 3876 + }, + "13": { + "Dice": 0.9077151021272092, + "FN": 615, + "FP": 1129, + "IoU": 0.8310241255692278, + "TN": 1741999, + "TP": 8577, + "n_pred": 9706, + "n_ref": 9192 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8658709187547456, + "FN": 1734, + "FP": 20347, + "IoU": 0.7634676978779471, + "TN": 1658967, + "TP": 71272, + "n_pred": 91619, + "n_ref": 73006 + }, + "3": { + "Dice": 0.509888961463096, + "FN": 18365, + "FP": 394, + "IoU": 0.34218185643651156, + "TN": 1723803, + "TP": 9758, + "n_pred": 10152, + "n_ref": 28123 + }, + "4": { + "Dice": 0.857399654136707, + "FN": 11291, + "FP": 1243, + "IoU": 0.7503933087722792, + "TN": 1702105, + "TP": 37681, + "n_pred": 38924, + "n_ref": 48972 + }, + "5": { + "Dice": 0.8005682827206535, + "FN": 732, + "FP": 391, + "IoU": 0.6674563221794492, + "TN": 1748943, + "TP": 2254, + "n_pred": 2645, + "n_ref": 2986 + }, + "6": { + "Dice": 0.9098626250124063, + "FN": 3096, + "FP": 12343, + "IoU": 0.8346311629052816, + "TN": 1658959, + "TP": 77922, + "n_pred": 90265, + "n_ref": 81018 + }, + "7": { + "Dice": 0.5651961002537507, + "FN": 1687, + "FP": 8080, + "IoU": 0.39391870927707107, + "TN": 1736205, + "TP": 6348, + "n_pred": 14428, + "n_ref": 8035 + }, + "8": { + "Dice": 0.9529601406799532, + "FN": 447, + "FP": 195, + "IoU": 0.910146955913226, + "TN": 1745175, + "TP": 6503, + "n_pred": 6698, + "n_ref": 6950 + }, + "9": { + "Dice": 0.5984766050054406, + "FN": 336, + "FP": 1878, + "IoU": 0.42701863354037267, + "TN": 1748456, + "TP": 1650, + "n_pred": 3528, + "n_ref": 1986 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0273.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0273.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9583623957543593, + "FN": 1726, + "FP": 1020, + "IoU": 0.9200535693490159, + "TN": 1717972, + "TP": 31602, + "n_pred": 32622, + "n_ref": 33328 + }, + "10": { + "Dice": 0.3507558288496029, + "FN": 270, + "FP": 9866, + "IoU": 0.21267671275438868, + "TN": 1739446, + "TP": 2738, + "n_pred": 12604, + "n_ref": 3008 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 46, + "FP": 0, + "IoU": 0.0, + "TN": 1752274, + "TP": 0, + "n_pred": 0, + "n_ref": 46 + }, + "13": { + "Dice": 0.0, + "FN": 15, + "FP": 566, + "IoU": 0.0, + "TN": 1751739, + "TP": 0, + "n_pred": 566, + "n_ref": 15 + }, + "14": { + "Dice": 0.9495876977936261, + "FN": 3182, + "FP": 1342, + "IoU": 0.9040142578290757, + "TN": 1705188, + "TP": 42608, + "n_pred": 43950, + "n_ref": 45790 + }, + "15": { + "Dice": 0.9021792855538081, + "FN": 224, + "FP": 4130, + "IoU": 0.8217910936476752, + "TN": 1727888, + "TP": 20078, + "n_pred": 24208, + "n_ref": 20302 + }, + "2": { + "Dice": 0.43341628154994666, + "FN": 110, + "FP": 15828, + "IoU": 0.27666333847689933, + "TN": 1730286, + "TP": 6096, + "n_pred": 21924, + "n_ref": 6206 + }, + "3": { + "Dice": 0.8297530703467431, + "FN": 18913, + "FP": 702, + "IoU": 0.7090410146109917, + "TN": 1684905, + "TP": 47800, + "n_pred": 48502, + "n_ref": 66713 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7061124694376528, + "FN": 492, + "FP": 3715, + "IoU": 0.54572940287226, + "TN": 1743059, + "TP": 5054, + "n_pred": 8769, + "n_ref": 5546 + }, + "6": { + "Dice": 0.9760462630525941, + "FN": 1872, + "FP": 5120, + "IoU": 0.9532132437568588, + "TN": 1602876, + "TP": 142452, + "n_pred": 147572, + "n_ref": 144324 + }, + "7": { + "Dice": 0.9895992658305293, + "FN": 472, + "FP": 1908, + "IoU": 0.979412655161974, + "TN": 1636715, + "TP": 113225, + "n_pred": 115133, + "n_ref": 113697 + }, + "8": { + "Dice": 0.9228068829250513, + "FN": 4859, + "FP": 3189, + "IoU": 0.8566772923975566, + "TN": 1696167, + "TP": 48105, + "n_pred": 51294, + "n_ref": 52964 + }, + "9": { + "Dice": 0.8679749417775451, + "FN": 3106, + "FP": 4207, + "IoU": 0.7667453431997958, + "TN": 1720968, + "TP": 24039, + "n_pred": 28246, + "n_ref": 27145 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0297.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0297.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.5904255319148937, + "FN": 8886, + "FP": 3896, + "IoU": 0.4188679245283019, + "TN": 1379861, + "TP": 9213, + "n_pred": 13109, + "n_ref": 18099 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 110, + "IoU": 0.0, + "TN": 1401746, + "TP": 0, + "n_pred": 110, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.10454065469904963, + "FN": 9844, + "FP": 2028, + "IoU": 0.05515320334261838, + "TN": 1389291, + "TP": 693, + "n_pred": 2721, + "n_ref": 10537 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 185, + "IoU": 0.0, + "TN": 1401671, + "TP": 0, + "n_pred": 185, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 14586, + "IoU": 0.0, + "TN": 1387270, + "TP": 0, + "n_pred": 14586, + "n_ref": 0 + }, + "3": { + "Dice": 0.7136633663366336, + "FN": 16300, + "FP": 329, + "IoU": 0.5548029556650246, + "TN": 1364504, + "TP": 20723, + "n_pred": 21052, + "n_ref": 37023 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6511991897988307, + "FN": 6927, + "FP": 650, + "IoU": 0.4827986348122867, + "TN": 1387206, + "TP": 7073, + "n_pred": 7723, + "n_ref": 14000 + }, + "6": { + "Dice": 0.9905253187613844, + "FN": 2381, + "FP": 870, + "IoU": 0.9812284915814029, + "TN": 1228668, + "TP": 169937, + "n_pred": 170807, + "n_ref": 172318 + }, + "7": { + "Dice": 0.0, + "FN": 82, + "FP": 30, + "IoU": 0.0, + "TN": 1401744, + "TP": 0, + "n_pred": 30, + "n_ref": 82 + }, + "8": { + "Dice": 0.9753453464341394, + "FN": 510, + "FP": 850, + "IoU": 0.9518771451824068, + "TN": 1373595, + "TP": 26901, + "n_pred": 27751, + "n_ref": 27411 + }, + "9": { + "Dice": 0.8016939708012928, + "FN": 1727, + "FP": 7170, + "IoU": 0.6690227298091589, + "TN": 1374975, + "TP": 17984, + "n_pred": 25154, + "n_ref": 19711 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0307.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0307.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9620882535736482, + "FN": 227, + "FP": 322, + "IoU": 0.9269461077844311, + "TN": 1744805, + "TP": 6966, + "n_pred": 7288, + "n_ref": 7193 + }, + "10": { + "Dice": 0.9098319608279546, + "FN": 3147, + "FP": 3335, + "IoU": 0.8345795585045298, + "TN": 1713135, + "TP": 32703, + "n_pred": 36038, + "n_ref": 35850 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.3593056116269681, + "FN": 1581, + "FP": 6, + "IoU": 0.21899606299212598, + "TN": 1750288, + "TP": 445, + "n_pred": 451, + "n_ref": 2026 + }, + "13": { + "Dice": 0.20224719101123595, + "FN": 88, + "FP": 409, + "IoU": 0.1125, + "TN": 1751760, + "TP": 63, + "n_pred": 472, + "n_ref": 151 + }, + "14": { + "Dice": 0.9656943105110897, + "FN": 1436, + "FP": 1410, + "IoU": 0.9336643125189381, + "TN": 1709417, + "TP": 40057, + "n_pred": 41467, + "n_ref": 41493 + }, + "15": { + "Dice": 0.9191875910532179, + "FN": 1681, + "FP": 3034, + "IoU": 0.8504598794798605, + "TN": 1720790, + "TP": 26815, + "n_pred": 29849, + "n_ref": 28496 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1115, + "IoU": 0.0, + "TN": 1751205, + "TP": 0, + "n_pred": 1115, + "n_ref": 0 + }, + "3": { + "Dice": 0.17387616624257846, + "FN": 9720, + "FP": 20, + "IoU": 0.09521597770552717, + "TN": 1741555, + "TP": 1025, + "n_pred": 1045, + "n_ref": 10745 + }, + "4": { + "Dice": 0.0354295837023915, + "FN": 1040, + "FP": 49, + "IoU": 0.018034265103697024, + "TN": 1751211, + "TP": 20, + "n_pred": 69, + "n_ref": 1060 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 85, + "IoU": 0.0, + "TN": 1752235, + "TP": 0, + "n_pred": 85, + "n_ref": 0 + }, + "6": { + "Dice": 0.9830292802295165, + "FN": 2956, + "FP": 7100, + "IoU": 0.9666249589283877, + "TN": 1451017, + "TP": 291247, + "n_pred": 298347, + "n_ref": 294203 + }, + "7": { + "Dice": 0.9529840792001665, + "FN": 4689, + "FP": 2995, + "IoU": 0.9101906286889748, + "TN": 1666761, + "TP": 77875, + "n_pred": 80870, + "n_ref": 82564 + }, + "8": { + "Dice": 0.4935775335775336, + "FN": 3934, + "FP": 6435, + "IoU": 0.3276488133834781, + "TN": 1736898, + "TP": 5053, + "n_pred": 11488, + "n_ref": 8987 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 65, + "IoU": 0.0, + "TN": 1752255, + "TP": 0, + "n_pred": 65, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0320.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0320.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5867666474829886, + "FN": 48492, + "FP": 334, + "IoU": 0.4151944520966332, + "TN": 617437, + "TP": 34665, + "n_pred": 34999, + "n_ref": 83157 + }, + "10": { + "Dice": 0.38097072419106315, + "FN": 4694, + "FP": 1734, + "IoU": 0.23530811325243872, + "TN": 692522, + "TP": 1978, + "n_pred": 3712, + "n_ref": 6672 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 700923, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 18, + "IoU": 0.0, + "TN": 700910, + "TP": 0, + "n_pred": 18, + "n_ref": 0 + }, + "13": { + "Dice": 0.6963845274619503, + "FN": 3171, + "FP": 1876, + "IoU": 0.5341947392708815, + "TN": 690093, + "TP": 5788, + "n_pred": 7664, + "n_ref": 8959 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 28274, + "IoU": 0.0, + "TN": 672654, + "TP": 0, + "n_pred": 28274, + "n_ref": 0 + }, + "3": { + "Dice": 0.5470358745710011, + "FN": 29245, + "FP": 1639, + "IoU": 0.37649647709607736, + "TN": 651395, + "TP": 18649, + "n_pred": 20288, + "n_ref": 47894 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7863654356463223, + "FN": 40052, + "FP": 32807, + "IoU": 0.6479425180718235, + "TN": 493976, + "TP": 134093, + "n_pred": 166900, + "n_ref": 174145 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 13512, + "IoU": 0.0, + "TN": 687416, + "TP": 0, + "n_pred": 13512, + "n_ref": 0 + }, + "8": { + "Dice": 0.931549021455722, + "FN": 1891, + "FP": 288, + "IoU": 0.8718687522051041, + "TN": 683922, + "TP": 14827, + "n_pred": 15115, + "n_ref": 16718 + }, + "9": { + "Dice": 0.708422780654123, + "FN": 1158, + "FP": 1151, + "IoU": 0.5484943292921393, + "TN": 695814, + "TP": 2805, + "n_pred": 3956, + "n_ref": 3963 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0330.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0330.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1724, + "IoU": 0.0, + "TN": 1400132, + "TP": 0, + "n_pred": 1724, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 1401848, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 4, + "FP": 1049, + "IoU": 0.0, + "TN": 1400803, + "TP": 0, + "n_pred": 1049, + "n_ref": 4 + }, + "14": { + "Dice": 0.005255151431337298, + "FN": 0, + "FP": 14386, + "IoU": 0.002634498058790904, + "TN": 1387432, + "TP": 38, + "n_pred": 14424, + "n_ref": 38 + }, + "15": { + "Dice": 0.05942118226600985, + "FN": 4821, + "FP": 1289, + "IoU": 0.03062033952086308, + "TN": 1395553, + "TP": 193, + "n_pred": 1482, + "n_ref": 5014 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 910, + "IoU": 0.0, + "TN": 1400946, + "TP": 0, + "n_pred": 910, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 753, + "IoU": 0.0, + "TN": 1401103, + "TP": 0, + "n_pred": 753, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1425, + "IoU": 0.0, + "TN": 1400431, + "TP": 0, + "n_pred": 1425, + "n_ref": 0 + }, + "5": { + "Dice": 0.5387730155092062, + "FN": 5113, + "FP": 924, + "IoU": 0.3687127470459061, + "TN": 1392293, + "TP": 3526, + "n_pred": 4450, + "n_ref": 8639 + }, + "6": { + "Dice": 0.5417803336852768, + "FN": 3478, + "FP": 167514, + "IoU": 0.37153547315301805, + "TN": 1129777, + "TP": 101087, + "n_pred": 268601, + "n_ref": 104565 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 147, + "IoU": 0.0, + "TN": 1401709, + "TP": 0, + "n_pred": 147, + "n_ref": 0 + }, + "8": { + "Dice": 0.9759710619240376, + "FN": 827, + "FP": 289, + "IoU": 0.9530698065601345, + "TN": 1378076, + "TP": 22664, + "n_pred": 22953, + "n_ref": 23491 + }, + "9": { + "Dice": 0.034571062740076826, + "FN": 411, + "FP": 2605, + "IoU": 0.01758957654723127, + "TN": 1398786, + "TP": 54, + "n_pred": 2659, + "n_ref": 465 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0350.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0350.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 153, + "IoU": 0.0, + "TN": 1401703, + "TP": 0, + "n_pred": 153, + "n_ref": 0 + }, + "10": { + "Dice": 0.7125705879561525, + "FN": 7468, + "FP": 4646, + "IoU": 0.553483228897899, + "TN": 1374726, + "TP": 15016, + "n_pred": 19662, + "n_ref": 22484 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.32492630199803474, + "FN": 121, + "FP": 1940, + "IoU": 0.1939773171685569, + "TN": 1399299, + "TP": 496, + "n_pred": 2436, + "n_ref": 617 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9557150848405743, + "FN": 1237, + "FP": 1613, + "IoU": 0.9151861440942773, + "TN": 1368253, + "TP": 30753, + "n_pred": 32366, + "n_ref": 31990 + }, + "3": { + "Dice": 0.0, + "FN": 1128, + "FP": 0, + "IoU": 0.0, + "TN": 1400728, + "TP": 0, + "n_pred": 0, + "n_ref": 1128 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9730849311493946, + "FN": 2109, + "FP": 2842, + "IoU": 0.947580730545262, + "TN": 1307406, + "TP": 89499, + "n_pred": 92341, + "n_ref": 91608 + }, + "7": { + "Dice": 0.8675901282361481, + "FN": 1953, + "FP": 6803, + "IoU": 0.7661449708883072, + "TN": 1364414, + "TP": 28686, + "n_pred": 35489, + "n_ref": 30639 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0361.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0361.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8093982258451211, + "FN": 758, + "FP": 37, + "IoU": 0.679822795006041, + "TN": 1224141, + "TP": 1688, + "n_pred": 1725, + "n_ref": 2446 + }, + "11": { + "Dice": 0.7581699346405228, + "FN": 121, + "FP": 508, + "IoU": 0.6105263157894737, + "TN": 1225009, + "TP": 986, + "n_pred": 1494, + "n_ref": 1107 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6075474420953892, + "FN": 4874, + "FP": 565, + "IoU": 0.43631464400456005, + "TN": 1216975, + "TP": 4210, + "n_pred": 4775, + "n_ref": 9084 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7006414825374199, + "FN": 8358, + "FP": 42, + "IoU": 0.5392210641799232, + "TN": 1208394, + "TP": 9830, + "n_pred": 9872, + "n_ref": 18188 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 7360, + "IoU": 0.0, + "TN": 1219264, + "TP": 0, + "n_pred": 7360, + "n_ref": 0 + }, + "4": { + "Dice": 0.8507089241034195, + "FN": 130, + "FP": 49, + "IoU": 0.7402031930333817, + "TN": 1225935, + "TP": 510, + "n_pred": 559, + "n_ref": 640 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9421723434612328, + "FN": 5490, + "FP": 6588, + "IoU": 0.89066714945234, + "TN": 1116154, + "TP": 98392, + "n_pred": 104980, + "n_ref": 103882 + }, + "7": { + "Dice": 0.9087382536869211, + "FN": 10684, + "FP": 232, + "IoU": 0.8327408678597695, + "TN": 1161360, + "TP": 54348, + "n_pred": 54580, + "n_ref": 65032 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8227033011858629, + "FN": 1034, + "FP": 5051, + "IoU": 0.698807107855269, + "TN": 1206421, + "TP": 14118, + "n_pred": 19169, + "n_ref": 15152 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0387.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0387.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8386855676524079, + "FN": 3632, + "FP": 2843, + "IoU": 0.7221864675848457, + "TN": 1203317, + "TP": 16832, + "n_pred": 19675, + "n_ref": 20464 + }, + "11": { + "Dice": 0.5253898440623751, + "FN": 1806, + "FP": 568, + "IoU": 0.35629067245119306, + "TN": 1222936, + "TP": 1314, + "n_pred": 1882, + "n_ref": 3120 + }, + "12": { + "Dice": 0.14999078680670722, + "FN": 2985, + "FP": 1628, + "IoU": 0.08107569721115537, + "TN": 1221604, + "TP": 407, + "n_pred": 2035, + "n_ref": 3392 + }, + "13": { + "Dice": 0.7894189673096916, + "FN": 381, + "FP": 1442, + "IoU": 0.6520992366412214, + "TN": 1221384, + "TP": 3417, + "n_pred": 4859, + "n_ref": 3798 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9648384673178062, + "FN": 2270, + "FP": 538, + "IoU": 0.9320656118449703, + "TN": 1185290, + "TP": 38526, + "n_pred": 39064, + "n_ref": 40796 + }, + "3": { + "Dice": 0.9541773840144804, + "FN": 724, + "FP": 238, + "IoU": 0.9123701949353252, + "TN": 1215646, + "TP": 10016, + "n_pred": 10254, + "n_ref": 10740 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9832431982694068, + "FN": 592, + "FP": 1422, + "IoU": 0.9670387221367549, + "TN": 1165522, + "TP": 59088, + "n_pred": 60510, + "n_ref": 59680 + }, + "7": { + "Dice": 0.949966408542838, + "FN": 315, + "FP": 2515, + "IoU": 0.9047009698275862, + "TN": 1196928, + "TP": 26866, + "n_pred": 29381, + "n_ref": 27181 + }, + "8": { + "Dice": 0.6617375231053605, + "FN": 175, + "FP": 8, + "IoU": 0.494475138121547, + "TN": 1226262, + "TP": 179, + "n_pred": 187, + "n_ref": 354 + }, + "9": { + "Dice": 0.965081828442438, + "FN": 553, + "FP": 437, + "IoU": 0.9325199372912548, + "TN": 1211953, + "TP": 13681, + "n_pred": 14118, + "n_ref": 14234 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0391.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0391.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.4925373134328358, + "FN": 239, + "FP": 237, + "IoU": 0.32673267326732675, + "TN": 1576381, + "TP": 231, + "n_pred": 468, + "n_ref": 470 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5329446064139942, + "FN": 800, + "FP": 1, + "IoU": 0.36327503974562797, + "TN": 1575830, + "TP": 457, + "n_pred": 458, + "n_ref": 1257 + }, + "13": { + "Dice": 0.7548133022170361, + "FN": 268, + "FP": 3094, + "IoU": 0.6061848424505095, + "TN": 1568551, + "TP": 5175, + "n_pred": 8269, + "n_ref": 5443 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 28, + "IoU": 0.0, + "TN": 1577060, + "TP": 0, + "n_pred": 28, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9253652389028052, + "FN": 2046, + "FP": 7548, + "IoU": 0.8610974373823658, + "TN": 1508018, + "TP": 59476, + "n_pred": 67024, + "n_ref": 61522 + }, + "3": { + "Dice": 0.811832153527306, + "FN": 6786, + "FP": 205, + "IoU": 0.6832638637187387, + "TN": 1555016, + "TP": 15081, + "n_pred": 15286, + "n_ref": 21867 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8719120949631055, + "FN": 2193, + "FP": 1001, + "IoU": 0.7729114824031283, + "TN": 1563023, + "TP": 10871, + "n_pred": 11872, + "n_ref": 13064 + }, + "6": { + "Dice": 0.722341448975061, + "FN": 1512, + "FP": 5992, + "IoU": 0.5653634520706632, + "TN": 1559823, + "TP": 9761, + "n_pred": 15753, + "n_ref": 11273 + }, + "7": { + "Dice": 0.8035359913404294, + "FN": 588, + "FP": 501, + "IoU": 0.6715922798552473, + "TN": 1573772, + "TP": 2227, + "n_pred": 2728, + "n_ref": 2815 + }, + "8": { + "Dice": 0.9469878795151806, + "FN": 2865, + "FP": 669, + "IoU": 0.8993133707513035, + "TN": 1541989, + "TP": 31565, + "n_pred": 32234, + "n_ref": 34430 + }, + "9": { + "Dice": 0.8556566970091027, + "FN": 1569, + "FP": 6867, + "IoU": 0.7477272727272727, + "TN": 1543648, + "TP": 25004, + "n_pred": 31871, + "n_ref": 26573 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0402.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0402.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": 0.5044379258326624, + "FN": 3308.5155555555557, + "FP": 2762.213333333333, + "IoU": 0.4278438028068169, + "TN": 1210029.977777778, + "TP": 10523.293333333333, + "n_pred": 13285.506666666666, + "n_ref": 13831.808888888889 + }, + "mean": { + "1": { + "Dice": 0.6099177746302151, + "FN": 2068.733333333333, + "FP": 2740.6, + "IoU": 0.5647609234858896, + "TN": 1198413.6333333333, + "TP": 23401.033333333333, + "n_pred": 26141.633333333335, + "n_ref": 25469.766666666666 + }, + "10": { + "Dice": 0.44641354920139087, + "FN": 2120.4333333333334, + "FP": 1321.9333333333334, + "IoU": 0.34875835246922876, + "TN": 1219231.3666666667, + "TP": 3950.266666666667, + "n_pred": 5272.2, + "n_ref": 6070.7 + }, + "11": { + "Dice": 0.4146679085017858, + "FN": 435.1, + "FP": 146.4, + "IoU": 0.2995518784708715, + "TN": 1225738.8333333333, + "TP": 303.6666666666667, + "n_pred": 450.06666666666666, + "n_ref": 738.7666666666667 + }, + "12": { + "Dice": 0.16591230568881288, + "FN": 166.1, + "FP": 139.16666666666666, + "IoU": 0.11588855309839091, + "TN": 1226185.4, + "TP": 133.33333333333334, + "n_pred": 272.5, + "n_ref": 299.43333333333334 + }, + "13": { + "Dice": 0.3975251692062517, + "FN": 2642.3333333333335, + "FP": 1821.7666666666667, + "IoU": 0.3046179200331937, + "TN": 1217085.6666666667, + "TP": 5074.233333333334, + "n_pred": 6896.0, + "n_ref": 7716.566666666667 + }, + "14": { + "Dice": 0.5847139750748199, + "FN": 445.1333333333333, + "FP": 810.6666666666666, + "IoU": 0.510018847506922, + "TN": 1220582.9333333333, + "TP": 4785.266666666666, + "n_pred": 5595.933333333333, + "n_ref": 5230.4 + }, + "15": { + "Dice": 0.40695815070125047, + "FN": 419.43333333333334, + "FP": 1556.2666666666667, + "IoU": 0.35054361266007206, + "TN": 1221632.5, + "TP": 3015.8, + "n_pred": 4572.066666666667, + "n_ref": 3435.233333333333 + }, + "2": { + "Dice": 0.5695820152037102, + "FN": 1021.6666666666666, + "FP": 3951.1666666666665, + "IoU": 0.5061749459340423, + "TN": 1212278.9, + "TP": 9372.266666666666, + "n_pred": 13323.433333333332, + "n_ref": 10393.933333333332 + }, + "3": { + "Dice": 0.4832698415309256, + "FN": 8301.566666666668, + "FP": 766.9333333333333, + "IoU": 0.412850027178461, + "TN": 1211189.2, + "TP": 6366.3, + "n_pred": 7133.233333333334, + "n_ref": 14667.866666666667 + }, + "4": { + "Dice": 0.2665350311730566, + "FN": 1596.2666666666667, + "FP": 1945.3666666666666, + "IoU": 0.21225179240192643, + "TN": 1219154.3, + "TP": 3928.0666666666666, + "n_pred": 5873.433333333333, + "n_ref": 5524.333333333333 + }, + "5": { + "Dice": 0.36673073534607764, + "FN": 208.36666666666667, + "FP": 57.3, + "IoU": 0.27868545995833954, + "TN": 1226030.0, + "TP": 328.3333333333333, + "n_pred": 385.6333333333333, + "n_ref": 536.7 + }, + "6": { + "Dice": 0.8087283422324659, + "FN": 11225.866666666667, + "FP": 16705.1, + "IoU": 0.7405417046335331, + "TN": 1127243.8, + "TP": 71449.23333333334, + "n_pred": 88154.33333333333, + "n_ref": 82675.1 + }, + "7": { + "Dice": 0.42812292901039256, + "FN": 16243.2, + "FP": 7272.766666666666, + "IoU": 0.3409402489169463, + "TN": 1189345.5, + "TP": 13762.533333333333, + "n_pred": 21035.3, + "n_ref": 30005.733333333334 + }, + "8": { + "Dice": 0.8950387775442398, + "FN": 700.0, + "FP": 929.2333333333333, + "IoU": 0.8142243694602663, + "TN": 1217396.6666666667, + "TP": 7598.1, + "n_pred": 8527.333333333334, + "n_ref": 8298.1 + }, + "9": { + "Dice": 0.7224523824445434, + "FN": 2033.5333333333333, + "FP": 1268.5333333333333, + "IoU": 0.6178484058941692, + "TN": 1218940.9666666666, + "TP": 4380.966666666666, + "n_pred": 5649.5, + "n_ref": 6414.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.7058451816745656, + "FN": 289, + "FP": 642, + "IoU": 0.54541015625, + "TN": 1399808, + "TP": 1117, + "n_pred": 1759, + "n_ref": 1406 + }, + "10": { + "Dice": 0.30094043887147337, + "FN": 593, + "FP": 968, + "IoU": 0.17712177121771217, + "TN": 1399959, + "TP": 336, + "n_pred": 1304, + "n_ref": 929 + }, + "11": { + "Dice": 0.5373699148533586, + "FN": 1235, + "FP": 232, + "IoU": 0.36739974126778785, + "TN": 1399537, + "TP": 852, + "n_pred": 1084, + "n_ref": 2087 + }, + "12": { + "Dice": 0.0, + "FN": 113, + "FP": 1458, + "IoU": 0.0, + "TN": 1400285, + "TP": 0, + "n_pred": 1458, + "n_ref": 113 + }, + "13": { + "Dice": 0.0, + "FN": 416, + "FP": 2366, + "IoU": 0.0, + "TN": 1399074, + "TP": 0, + "n_pred": 2366, + "n_ref": 416 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 77, + "FP": 11134, + "IoU": 0.0, + "TN": 1390645, + "TP": 0, + "n_pred": 11134, + "n_ref": 77 + }, + "3": { + "Dice": 0.08475321460217396, + "FN": 135203, + "FP": 108, + "IoU": 0.04425185059614624, + "TN": 1260280, + "TP": 6265, + "n_pred": 6373, + "n_ref": 141468 + }, + "4": { + "Dice": 0.0, + "FN": 1393, + "FP": 6717, + "IoU": 0.0, + "TN": 1393746, + "TP": 0, + "n_pred": 6717, + "n_ref": 1393 + }, + "5": { + "Dice": 0.0, + "FN": 20, + "FP": 0, + "IoU": 0.0, + "TN": 1401836, + "TP": 0, + "n_pred": 0, + "n_ref": 20 + }, + "6": { + "Dice": 0.5334455249669205, + "FN": 1753, + "FP": 70883, + "IoU": 0.3637406820192535, + "TN": 1287695, + "TP": 41525, + "n_pred": 112408, + "n_ref": 43278 + }, + "7": { + "Dice": 0.07303596233986727, + "FN": 14864, + "FP": 15165, + "IoU": 0.03790208894015122, + "TN": 1370644, + "TP": 1183, + "n_pred": 16348, + "n_ref": 16047 + }, + "8": { + "Dice": 0.9209960139428609, + "FN": 881, + "FP": 3856, + "IoU": 0.8535612711759614, + "TN": 1369508, + "TP": 27611, + "n_pred": 31467, + "n_ref": 28492 + }, + "9": { + "Dice": 0.7466430727594462, + "FN": 3264, + "FP": 1604, + "IoU": 0.5957146416410597, + "TN": 1389815, + "TP": 7173, + "n_pred": 8777, + "n_ref": 10437 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0005.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0005.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 6212, + "FP": 16292, + "IoU": 0.0, + "TN": 1379352, + "TP": 0, + "n_pred": 16292, + "n_ref": 6212 + }, + "10": { + "Dice": 0.0, + "FN": 606, + "FP": 4813, + "IoU": 0.0, + "TN": 1396437, + "TP": 0, + "n_pred": 4813, + "n_ref": 606 + }, + "11": { + "Dice": 0.2814936397209684, + "FN": 1671, + "FP": 80, + "IoU": 0.16380133715377268, + "TN": 1399762, + "TP": 343, + "n_pred": 423, + "n_ref": 2014 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 1401853, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 97, + "IoU": 0.0, + "TN": 1401759, + "TP": 0, + "n_pred": 97, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1245, + "IoU": 0.0, + "TN": 1400611, + "TP": 0, + "n_pred": 1245, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.40816476241128247, + "FN": 239, + "FP": 32032, + "IoU": 0.256411438051568, + "TN": 1358457, + "TP": 11128, + "n_pred": 43160, + "n_ref": 11367 + }, + "3": { + "Dice": 0.4961693052251661, + "FN": 30491, + "FP": 220, + "IoU": 0.3299369449959636, + "TN": 1356023, + "TP": 15122, + "n_pred": 15342, + "n_ref": 45613 + }, + "4": { + "Dice": 0.0, + "FN": 3991, + "FP": 279, + "IoU": 0.0, + "TN": 1397586, + "TP": 0, + "n_pred": 279, + "n_ref": 3991 + }, + "5": { + "Dice": 0.8591856784193865, + "FN": 1705, + "FP": 875, + "IoU": 0.753133671419003, + "TN": 1391405, + "TP": 7871, + "n_pred": 8746, + "n_ref": 9576 + }, + "6": { + "Dice": 0.8726176323329282, + "FN": 41795, + "FP": 15958, + "IoU": 0.7740210041945783, + "TN": 1146288, + "TP": 197815, + "n_pred": 213773, + "n_ref": 239610 + }, + "7": { + "Dice": 0.5891856177667896, + "FN": 7670, + "FP": 11605, + "IoU": 0.4176209324107925, + "TN": 1368759, + "TP": 13822, + "n_pred": 25427, + "n_ref": 21492 + }, + "8": { + "Dice": 0.9514702512793095, + "FN": 707, + "FP": 2470, + "IoU": 0.9074327671105155, + "TN": 1367535, + "TP": 31144, + "n_pred": 33614, + "n_ref": 31851 + }, + "9": { + "Dice": 0.28038903385407843, + "FN": 30154, + "FP": 12316, + "IoU": 0.1630537600504493, + "TN": 1351112, + "TP": 8274, + "n_pred": 20590, + "n_ref": 38428 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0006.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0006.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9489376164637219, + "FN": 829, + "FP": 3528, + "IoU": 0.9028366263770572, + "TN": 831318, + "TP": 40485, + "n_pred": 44013, + "n_ref": 41314 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 82, + "FP": 51, + "IoU": 0.0, + "TN": 876027, + "TP": 0, + "n_pred": 51, + "n_ref": 82 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8420670333091211, + "FN": 956, + "FP": 2088, + "IoU": 0.7272157003315709, + "TN": 865001, + "TP": 8115, + "n_pred": 10203, + "n_ref": 9071 + }, + "3": { + "Dice": 0.9414895794947385, + "FN": 3839, + "FP": 1877, + "IoU": 0.8894476249419774, + "TN": 824456, + "TP": 45988, + "n_pred": 47865, + "n_ref": 49827 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 876159, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.8686227861485594, + "FN": 193, + "FP": 304, + "IoU": 0.7677570093457944, + "TN": 874020, + "TP": 1643, + "n_pred": 1947, + "n_ref": 1836 + }, + "9": { + "Dice": 0.9629740518962076, + "FN": 252, + "FP": 490, + "IoU": 0.9285920508132037, + "TN": 865769, + "TP": 9649, + "n_pred": 10139, + "n_ref": 9901 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0011.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0011.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.5144508670520231, + "FN": 810, + "FP": 198, + "IoU": 0.3463035019455253, + "TN": 1049850, + "TP": 534, + "n_pred": 732, + "n_ref": 1344 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.5607064017660044, + "FN": 1782, + "FP": 9, + "IoU": 0.3895705521472393, + "TN": 1048458, + "TP": 1143, + "n_pred": 1152, + "n_ref": 2925 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 21829, + "IoU": 0.0, + "TN": 1029563, + "TP": 0, + "n_pred": 21829, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.144, + "FN": 524, + "FP": 11, + "IoU": 0.07758620689655173, + "TN": 1050812, + "TP": 45, + "n_pred": 56, + "n_ref": 569 + }, + "6": { + "Dice": 0.9038850808984685, + "FN": 7722, + "FP": 6048, + "IoU": 0.8246262003617005, + "TN": 972874, + "TP": 64748, + "n_pred": 70796, + "n_ref": 72470 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8655622753966167, + "FN": 4229, + "FP": 3440, + "IoU": 0.7629879160614396, + "TN": 1019035, + "TP": 24688, + "n_pred": 28128, + "n_ref": 28917 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0025.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0025.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7516584943755408, + "FN": 24, + "FP": 837, + "IoU": 0.6021256931608133, + "TN": 1925388, + "TP": 1303, + "n_pred": 2140, + "n_ref": 1327 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.258160237388724, + "FN": 493, + "FP": 7, + "IoU": 0.14821124361158433, + "TN": 1926965, + "TP": 87, + "n_pred": 94, + "n_ref": 580 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 140, + "IoU": 0.0, + "TN": 1927412, + "TP": 0, + "n_pred": 140, + "n_ref": 0 + }, + "14": { + "Dice": 0.9018103215347203, + "FN": 600, + "FP": 3034, + "IoU": 0.8211790178132073, + "TN": 1907230, + "TP": 16688, + "n_pred": 19722, + "n_ref": 17288 + }, + "15": { + "Dice": 0.7612528521053723, + "FN": 271, + "FP": 2031, + "IoU": 0.6145344943067649, + "TN": 1921580, + "TP": 3670, + "n_pred": 5701, + "n_ref": 3941 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.7475275237917522, + "FN": 14, + "FP": 1339, + "IoU": 0.5968414779499404, + "TN": 1924196, + "TP": 2003, + "n_pred": 3342, + "n_ref": 2017 + }, + "5": { + "Dice": 0.46854403834631514, + "FN": 596, + "FP": 291, + "IoU": 0.3059467918622848, + "TN": 1926274, + "TP": 391, + "n_pred": 682, + "n_ref": 987 + }, + "6": { + "Dice": 0.9606538320107232, + "FN": 2163, + "FP": 11105, + "IoU": 0.9242866925359507, + "TN": 1752312, + "TP": 161972, + "n_pred": 173077, + "n_ref": 164135 + }, + "7": { + "Dice": 0.9605447478036607, + "FN": 3003, + "FP": 5503, + "IoU": 0.9240847509058779, + "TN": 1815506, + "TP": 103540, + "n_pred": 109043, + "n_ref": 106543 + }, + "8": { + "Dice": 0.8839762611275964, + "FN": 161, + "FP": 621, + "IoU": 0.7920765753788886, + "TN": 1923791, + "TP": 2979, + "n_pred": 3600, + "n_ref": 3140 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0048.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0048.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 82, + "IoU": 0.0, + "TN": 1051310, + "TP": 0, + "n_pred": 82, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8766206991341, + "FN": 552, + "FP": 4834, + "IoU": 0.7803425774877651, + "TN": 1026872, + "TP": 19134, + "n_pred": 23968, + "n_ref": 19686 + }, + "15": { + "Dice": 0.914230048707381, + "FN": 1545, + "FP": 4178, + "IoU": 0.8420108215547704, + "TN": 1015168, + "TP": 30501, + "n_pred": 34679, + "n_ref": 32046 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 2, + "FP": 0, + "IoU": 0.0, + "TN": 1051390, + "TP": 0, + "n_pred": 0, + "n_ref": 2 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9126023314211053, + "FN": 1239, + "FP": 3042, + "IoU": 0.839253529588465, + "TN": 1024760, + "TP": 22351, + "n_pred": 25393, + "n_ref": 23590 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 16, + "IoU": 0.0, + "TN": 1051376, + "TP": 0, + "n_pred": 16, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0059.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0059.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 388, + "FP": 0, + "IoU": 0.0, + "TN": 1051004, + "TP": 0, + "n_pred": 0, + "n_ref": 388 + }, + "10": { + "Dice": 0.36724063087830994, + "FN": 1163, + "FP": 3210, + "IoU": 0.2249202410492733, + "TN": 1045750, + "TP": 1269, + "n_pred": 4479, + "n_ref": 2432 + }, + "11": { + "Dice": 0.3072734344612991, + "FN": 1748, + "FP": 33, + "IoU": 0.18152573529411764, + "TN": 1049216, + "TP": 395, + "n_pred": 428, + "n_ref": 2143 + }, + "12": { + "Dice": 0.5203902927195396, + "FN": 1793, + "FP": 124, + "IoU": 0.35170781197159284, + "TN": 1048435, + "TP": 1040, + "n_pred": 1164, + "n_ref": 2833 + }, + "13": { + "Dice": 0.0033702767515717156, + "FN": 527, + "FP": 14850, + "IoU": 0.0016879828604817243, + "TN": 1035989, + "TP": 26, + "n_pred": 14876, + "n_ref": 553 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 188, + "FP": 31, + "IoU": 0.0, + "TN": 1051173, + "TP": 0, + "n_pred": 31, + "n_ref": 188 + }, + "3": { + "Dice": 0.6641074856046065, + "FN": 183, + "FP": 517, + "IoU": 0.49712643678160917, + "TN": 1050000, + "TP": 692, + "n_pred": 1209, + "n_ref": 875 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9631629597946963, + "FN": 1386, + "FP": 6882, + "IoU": 0.9289434331975455, + "TN": 935034, + "TP": 108090, + "n_pred": 114972, + "n_ref": 109476 + }, + "7": { + "Dice": 0.7231033437720982, + "FN": 10652, + "FP": 8535, + "IoU": 0.5662974683544304, + "TN": 1007152, + "TP": 25053, + "n_pred": 33588, + "n_ref": 35705 + }, + "8": { + "Dice": 0.9356511272626268, + "FN": 2286, + "FP": 494, + "IoU": 0.8790831194815363, + "TN": 1028401, + "TP": 20211, + "n_pred": 20705, + "n_ref": 22497 + }, + "9": { + "Dice": 0.39175935565174513, + "FN": 6301, + "FP": 4800, + "IoU": 0.24359498500953938, + "TN": 1036716, + "TP": 3575, + "n_pred": 8375, + "n_ref": 9876 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0067.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0067.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7055217884001236, + "FN": 1700, + "FP": 9734, + "IoU": 0.5450240738530102, + "TN": 1201493, + "TP": 13697, + "n_pred": 23431, + "n_ref": 15397 + }, + "10": { + "Dice": 0.32943495400788436, + "FN": 9849, + "FP": 357, + "IoU": 0.19719971682529694, + "TN": 1213911, + "TP": 2507, + "n_pred": 2864, + "n_ref": 12356 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 902, + "FP": 0, + "IoU": 0.0, + "TN": 1225722, + "TP": 0, + "n_pred": 0, + "n_ref": 902 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 796, + "IoU": 0.0, + "TN": 1225828, + "TP": 0, + "n_pred": 796, + "n_ref": 0 + }, + "3": { + "Dice": 0.6277322404371585, + "FN": 1090, + "FP": 0, + "IoU": 0.45744151319064214, + "TN": 1224615, + "TP": 919, + "n_pred": 919, + "n_ref": 2009 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.353901454146535, + "FN": 3232, + "FP": 273576, + "IoU": 0.21499408710251008, + "TN": 874005, + "TP": 75811, + "n_pred": 349387, + "n_ref": 79043 + }, + "7": { + "Dice": 0.248463591780992, + "FN": 290490, + "FP": 66, + "IoU": 0.14185465435664793, + "TN": 888038, + "TP": 48030, + "n_pred": 48096, + "n_ref": 338520 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0069.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0069.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1672, + "IoU": 0.0, + "TN": 1400184, + "TP": 0, + "n_pred": 1672, + "n_ref": 0 + }, + "10": { + "Dice": 0.07100591715976332, + "FN": 157, + "FP": 0, + "IoU": 0.03680981595092025, + "TN": 1401693, + "TP": 6, + "n_pred": 6, + "n_ref": 163 + }, + "11": { + "Dice": 0.42107202062995025, + "FN": 2933, + "FP": 210, + "IoU": 0.2666822211852543, + "TN": 1397570, + "TP": 1143, + "n_pred": 1353, + "n_ref": 4076 + }, + "12": { + "Dice": 0.0423728813559322, + "FN": 2, + "FP": 224, + "IoU": 0.021645021645021644, + "TN": 1401625, + "TP": 5, + "n_pred": 229, + "n_ref": 7 + }, + "13": { + "Dice": 0.44243792325056436, + "FN": 2, + "FP": 492, + "IoU": 0.28405797101449276, + "TN": 1401166, + "TP": 196, + "n_pred": 688, + "n_ref": 198 + }, + "14": { + "Dice": 0.7421875, + "FN": 1066, + "FP": 7448, + "IoU": 0.5900621118012422, + "TN": 1381087, + "TP": 12255, + "n_pred": 19703, + "n_ref": 13321 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.950658516604701, + "FN": 931, + "FP": 635, + "IoU": 0.9059572423732885, + "TN": 1385204, + "TP": 15086, + "n_pred": 15721, + "n_ref": 16017 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 1401855, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 848, + "IoU": 0.0, + "TN": 1401008, + "TP": 0, + "n_pred": 848, + "n_ref": 0 + }, + "5": { + "Dice": 0.759565962307253, + "FN": 197, + "FP": 224, + "IoU": 0.6123388581952118, + "TN": 1400770, + "TP": 665, + "n_pred": 889, + "n_ref": 862 + }, + "6": { + "Dice": 0.900864526003983, + "FN": 14637, + "FP": 54406, + "IoU": 0.8196119107399927, + "TN": 1019109, + "TP": 313704, + "n_pred": 368110, + "n_ref": 328341 + }, + "7": { + "Dice": 0.8368235127879045, + "FN": 2425, + "FP": 9123, + "IoU": 0.7194295293860395, + "TN": 1360697, + "TP": 29611, + "n_pred": 38734, + "n_ref": 32036 + }, + "8": { + "Dice": 0.8855564325177585, + "FN": 32, + "FP": 113, + "IoU": 0.7946175637393768, + "TN": 1401150, + "TP": 561, + "n_pred": 674, + "n_ref": 593 + }, + "9": { + "Dice": 0.8725042626918211, + "FN": 306, + "FP": 4330, + "IoU": 0.7738426264695839, + "TN": 1381357, + "TP": 15863, + "n_pred": 20193, + "n_ref": 16169 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0083.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0083.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 41, + "IoU": 0.0, + "TN": 700887, + "TP": 0, + "n_pred": 41, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 700926, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9168789649832659, + "FN": 858, + "FP": 2470, + "IoU": 0.8465157035465573, + "TN": 679245, + "TP": 18355, + "n_pred": 20825, + "n_ref": 19213 + }, + "7": { + "Dice": 0.5348448081016917, + "FN": 53022, + "FP": 75, + "IoU": 0.36504311014912166, + "TN": 617305, + "TP": 30526, + "n_pred": 30601, + "n_ref": 83548 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0103.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0103.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 18645, + "IoU": 0.0, + "TN": 682283, + "TP": 0, + "n_pred": 18645, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0134.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0134.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.7275985663082437, + "FN": 783, + "FP": 129, + "IoU": 0.571830985915493, + "TN": 698798, + "TP": 1218, + "n_pred": 1347, + "n_ref": 2001 + }, + "15": { + "Dice": 0.2296404359392431, + "FN": 561, + "FP": 8416, + "IoU": 0.12971400872515754, + "TN": 690613, + "TP": 1338, + "n_pred": 9754, + "n_ref": 1899 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8318864774624374, + "FN": 471, + "FP": 5571, + "IoU": 0.7121623552951265, + "TN": 679937, + "TP": 14949, + "n_pred": 20520, + "n_ref": 15420 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9589943347913448, + "FN": 4504, + "FP": 1149, + "IoU": 0.9212191315011985, + "TN": 629172, + "TP": 66103, + "n_pred": 67252, + "n_ref": 70607 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0138.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0138.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8474268439856137, + "FN": 24618, + "FP": 920, + "IoU": 0.7352477710968277, + "TN": 954932, + "TP": 70922, + "n_pred": 71842, + "n_ref": 95540 + }, + "10": { + "Dice": 0.7448217853012301, + "FN": 1341, + "FP": 1086, + "IoU": 0.5933992293516502, + "TN": 1045423, + "TP": 3542, + "n_pred": 4628, + "n_ref": 4883 + }, + "11": { + "Dice": 0.6356105174690839, + "FN": 2694, + "FP": 341, + "IoU": 0.46585709257303765, + "TN": 1045710, + "TP": 2647, + "n_pred": 2988, + "n_ref": 5341 + }, + "12": { + "Dice": 0.0, + "FN": 40, + "FP": 0, + "IoU": 0.0, + "TN": 1051352, + "TP": 0, + "n_pred": 0, + "n_ref": 40 + }, + "13": { + "Dice": 0.27753934191702434, + "FN": 125, + "FP": 380, + "IoU": 0.1611295681063123, + "TN": 1050790, + "TP": 97, + "n_pred": 477, + "n_ref": 222 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8619976037468685, + "FN": 344, + "FP": 923, + "IoU": 0.7574655436447167, + "TN": 1046168, + "TP": 3957, + "n_pred": 4880, + "n_ref": 4301 + }, + "3": { + "Dice": 0.8873720136518771, + "FN": 263, + "FP": 6535, + "IoU": 0.7975460122699386, + "TN": 1017814, + "TP": 26780, + "n_pred": 33315, + "n_ref": 27043 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1410, + "IoU": 0.0, + "TN": 1049982, + "TP": 0, + "n_pred": 1410, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9633103951978271, + "FN": 2715, + "FP": 3715, + "IoU": 0.9292177627088791, + "TN": 960550, + "TP": 84412, + "n_pred": 88127, + "n_ref": 87127 + }, + "7": { + "Dice": 0.3086680761099366, + "FN": 271, + "FP": 56, + "IoU": 0.1825, + "TN": 1050992, + "TP": 73, + "n_pred": 129, + "n_ref": 344 + }, + "8": { + "Dice": 0.8403829416884248, + "FN": 39, + "FP": 878, + "IoU": 0.7247072951065746, + "TN": 1048061, + "TP": 2414, + "n_pred": 3292, + "n_ref": 2453 + }, + "9": { + "Dice": 0.8415890839314903, + "FN": 2577, + "FP": 4110, + "IoU": 0.7265030674846625, + "TN": 1026942, + "TP": 17763, + "n_pred": 21873, + "n_ref": 20340 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0172.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0172.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.09462677295786313, + "FN": 672, + "FP": 8073, + "IoU": 0.04966311671375788, + "TN": 2268814, + "TP": 457, + "n_pred": 8530, + "n_ref": 1129 + }, + "10": { + "Dice": 0.05572530190600902, + "FN": 12951, + "FP": 29, + "IoU": 0.02866122876599566, + "TN": 2264653, + "TP": 383, + "n_pred": 412, + "n_ref": 13334 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 179, + "FP": 321, + "IoU": 0.0, + "TN": 2277516, + "TP": 0, + "n_pred": 321, + "n_ref": 179 + }, + "13": { + "Dice": 0.4896317413207326, + "FN": 6678, + "FP": 6391, + "IoU": 0.3241803702554556, + "TN": 2258678, + "TP": 6269, + "n_pred": 12660, + "n_ref": 12947 + }, + "14": { + "Dice": 0.9318446776073894, + "FN": 932, + "FP": 588, + "IoU": 0.872386869280497, + "TN": 2266105, + "TP": 10391, + "n_pred": 10979, + "n_ref": 11323 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.07799545862597032, + "FN": 488, + "FP": 34432, + "IoU": 0.0405802676044729, + "TN": 2241619, + "TP": 1477, + "n_pred": 35909, + "n_ref": 1965 + }, + "3": { + "Dice": 0.36011586061616785, + "FN": 35977, + "FP": 474, + "IoU": 0.21959835574205702, + "TN": 2231308, + "TP": 10257, + "n_pred": 10731, + "n_ref": 46234 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 6904, + "IoU": 0.0, + "TN": 2271112, + "TP": 0, + "n_pred": 6904, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6288690302924453, + "FN": 150997, + "FP": 2001, + "IoU": 0.4586498621838987, + "TN": 1995393, + "TP": 129625, + "n_pred": 131626, + "n_ref": 280622 + }, + "7": { + "Dice": 0.003138959314258119, + "FN": 5322, + "FP": 2935, + "IoU": 0.0015719467956469165, + "TN": 2269746, + "TP": 13, + "n_pred": 2948, + "n_ref": 5335 + }, + "8": { + "Dice": 0.9067563436258025, + "FN": 2762, + "FP": 2118, + "IoU": 0.8294183445190156, + "TN": 2249408, + "TP": 23728, + "n_pred": 25846, + "n_ref": 26490 + }, + "9": { + "Dice": 0.9201820940819423, + "FN": 574, + "FP": 215, + "IoU": 0.8521641371557055, + "TN": 2272679, + "TP": 4548, + "n_pred": 4763, + "n_ref": 5122 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0173.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0173.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9719779285614925, + "FN": 1632, + "FP": 1994, + "IoU": 0.9454835217705075, + "TN": 2211504, + "TP": 62886, + "n_pred": 64880, + "n_ref": 64518 + }, + "10": { + "Dice": 0.6586921850079744, + "FN": 211, + "FP": 217, + "IoU": 0.49108204518430437, + "TN": 2277175, + "TP": 413, + "n_pred": 630, + "n_ref": 624 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.4196972061807398, + "FN": 6900, + "FP": 536, + "IoU": 0.26558024691358023, + "TN": 2267891, + "TP": 2689, + "n_pred": 3225, + "n_ref": 9589 + }, + "14": { + "Dice": 0.6262582056892779, + "FN": 382, + "FP": 1326, + "IoU": 0.4558776680471488, + "TN": 2274877, + "TP": 1431, + "n_pred": 2757, + "n_ref": 1813 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9415751023366042, + "FN": 2182, + "FP": 801, + "IoU": 0.88960029607698, + "TN": 2250996, + "TP": 24037, + "n_pred": 24838, + "n_ref": 26219 + }, + "3": { + "Dice": 0.8195121951219512, + "FN": 14, + "FP": 23, + "IoU": 0.6942148760330579, + "TN": 2277895, + "TP": 84, + "n_pred": 107, + "n_ref": 98 + }, + "4": { + "Dice": 0.7468899147171583, + "FN": 31811, + "FP": 539, + "IoU": 0.596028971028971, + "TN": 2197936, + "TP": 47730, + "n_pred": 48269, + "n_ref": 79541 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9502999992376131, + "FN": 1970, + "FP": 4549, + "IoU": 0.9053062766003805, + "TN": 2209173, + "TP": 62324, + "n_pred": 66873, + "n_ref": 64294 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 39946, + "IoU": 0.0, + "TN": 2238070, + "TP": 0, + "n_pred": 39946, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8055555555555556, + "FN": 11, + "FP": 3, + "IoU": 0.6744186046511628, + "TN": 2277973, + "TP": 29, + "n_pred": 32, + "n_ref": 40 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0175.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0175.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 16341, + "IoU": 0.0, + "TN": 1210283, + "TP": 0, + "n_pred": 16341, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8740618783014338, + "FN": 8777, + "FP": 402, + "IoU": 0.7762965490348996, + "TN": 1185592, + "TP": 31853, + "n_pred": 32255, + "n_ref": 40630 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 5762, + "IoU": 0.0, + "TN": 1220862, + "TP": 0, + "n_pred": 5762, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8900206367924528, + "FN": 24268, + "FP": 5576, + "IoU": 0.8018353009920187, + "TN": 1076022, + "TP": 120758, + "n_pred": 126334, + "n_ref": 145026 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 15401, + "IoU": 0.0, + "TN": 1211223, + "TP": 0, + "n_pred": 15401, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0190.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0190.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9696083752976015, + "FN": 3655, + "FP": 2000, + "IoU": 0.9410095657344335, + "TN": 780297, + "TP": 90208, + "n_pred": 92208, + "n_ref": 93863 + }, + "10": { + "Dice": 0.2106787330316742, + "FN": 8530, + "FP": 192, + "IoU": 0.1177422617843415, + "TN": 866274, + "TP": 1164, + "n_pred": 1356, + "n_ref": 9694 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 1307, + "IoU": 0.0, + "TN": 874853, + "TP": 0, + "n_pred": 1307, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 876155, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "13": { + "Dice": 0.6300121073997579, + "FN": 14261, + "FP": 11714, + "IoU": 0.45986691619879394, + "TN": 828070, + "TP": 22115, + "n_pred": 33829, + "n_ref": 36376 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.08325815182368862, + "FN": 11, + "FP": 7102, + "IoU": 0.04343733189887036, + "TN": 868724, + "TP": 323, + "n_pred": 7425, + "n_ref": 334 + }, + "3": { + "Dice": 0.2598870056497175, + "FN": 37, + "FP": 94, + "IoU": 0.14935064935064934, + "TN": 876006, + "TP": 23, + "n_pred": 117, + "n_ref": 60 + }, + "4": { + "Dice": 0.1050722371630496, + "FN": 1763, + "FP": 12546, + "IoU": 0.05544920456795828, + "TN": 861011, + "TP": 840, + "n_pred": 13386, + "n_ref": 2603 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.879815563500284, + "FN": 2884, + "FP": 22295, + "IoU": 0.7854202708345761, + "TN": 758819, + "TP": 92162, + "n_pred": 114457, + "n_ref": 95046 + }, + "7": { + "Dice": 0.6158178991298655, + "FN": 56100, + "FP": 238, + "IoU": 0.4448965918160231, + "TN": 774669, + "TP": 45153, + "n_pred": 45391, + "n_ref": 101253 + }, + "8": { + "Dice": 0.9422282120395328, + "FN": 438, + "FP": 848, + "IoU": 0.8907670092584727, + "TN": 864387, + "TP": 10487, + "n_pred": 11335, + "n_ref": 10925 + }, + "9": { + "Dice": 0.8809769844997651, + "FN": 643, + "FP": 624, + "IoU": 0.7872733378106112, + "TN": 870204, + "TP": 4689, + "n_pred": 5313, + "n_ref": 5332 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0212.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0212.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7484202485938477, + "FN": 218, + "FP": 3405, + "IoU": 0.5979804704837994, + "TN": 1392844, + "TP": 5389, + "n_pred": 8794, + "n_ref": 5607 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8675633853112724, + "FN": 3684, + "FP": 1879, + "IoU": 0.7661032626976119, + "TN": 1378072, + "TP": 18221, + "n_pred": 20100, + "n_ref": 21905 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 1401849, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9498673237300985, + "FN": 1679, + "FP": 1495, + "IoU": 0.9045212525945312, + "TN": 1368613, + "TP": 30069, + "n_pred": 31564, + "n_ref": 31748 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 324, + "IoU": 0.0, + "TN": 1401532, + "TP": 0, + "n_pred": 324, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9348547717842324, + "FN": 10, + "FP": 304, + "IoU": 0.8776782236073237, + "TN": 1399289, + "TP": 2253, + "n_pred": 2557, + "n_ref": 2263 + }, + "7": { + "Dice": 0.8063636363636364, + "FN": 44, + "FP": 382, + "IoU": 0.6755521706016756, + "TN": 1400543, + "TP": 887, + "n_pred": 1269, + "n_ref": 931 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9674171101105199, + "FN": 219, + "FP": 577, + "IoU": 0.936890509791485, + "TN": 1389243, + "TP": 11817, + "n_pred": 12394, + "n_ref": 12036 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0217.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0217.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.30515463917525776, + "FN": 2120, + "FP": 1587, + "IoU": 0.18004866180048662, + "TN": 696407, + "TP": 814, + "n_pred": 2401, + "n_ref": 2934 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.17561160629622605, + "FN": 4159, + "FP": 188, + "IoU": 0.09625779625779626, + "TN": 696118, + "TP": 463, + "n_pred": 651, + "n_ref": 4622 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.744125282639645, + "FN": 3310, + "FP": 11967, + "IoU": 0.5925155370622283, + "TN": 663437, + "TP": 22214, + "n_pred": 34181, + "n_ref": 25524 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7875134985810793, + "FN": 14018, + "FP": 2904, + "IoU": 0.6495028997514499, + "TN": 652648, + "TP": 31358, + "n_pred": 34262, + "n_ref": 45376 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1088, + "IoU": 0.0, + "TN": 699840, + "TP": 0, + "n_pred": 1088, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0224.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0224.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9817802313559487, + "FN": 1131, + "FP": 737, + "IoU": 0.964212502634251, + "TN": 999195, + "TP": 50329, + "n_pred": 51066, + "n_ref": 51460 + }, + "10": { + "Dice": 0.8143288533514801, + "FN": 9181, + "FP": 8281, + "IoU": 0.6868083579947987, + "TN": 995637, + "TP": 38293, + "n_pred": 46574, + "n_ref": 47474 + }, + "11": { + "Dice": 0.8436414176511466, + "FN": 152, + "FP": 73, + "IoU": 0.7295673076923077, + "TN": 1050560, + "TP": 607, + "n_pred": 680, + "n_ref": 759 + }, + "12": { + "Dice": 0.29245283018867924, + "FN": 216, + "FP": 84, + "IoU": 0.1712707182320442, + "TN": 1051030, + "TP": 62, + "n_pred": 146, + "n_ref": 278 + }, + "13": { + "Dice": 0.8502169574690126, + "FN": 5795, + "FP": 2386, + "IoU": 0.7394585987261146, + "TN": 1019992, + "TP": 23219, + "n_pred": 25605, + "n_ref": 29014 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.1807802093244529, + "FN": 13, + "FP": 848, + "IoU": 0.09937238493723849, + "TN": 1050436, + "TP": 95, + "n_pred": 943, + "n_ref": 108 + }, + "3": { + "Dice": 0.9373913523357523, + "FN": 1787, + "FP": 482, + "IoU": 0.8821604777979746, + "TN": 1032137, + "TP": 16986, + "n_pred": 17468, + "n_ref": 18773 + }, + "4": { + "Dice": 0.1342434584755404, + "FN": 761, + "FP": 0, + "IoU": 0.07195121951219512, + "TN": 1050572, + "TP": 59, + "n_pred": 59, + "n_ref": 820 + }, + "5": { + "Dice": 0.3358194683495888, + "FN": 3155, + "FP": 318, + "IoU": 0.2017926913353252, + "TN": 1047041, + "TP": 878, + "n_pred": 1196, + "n_ref": 4033 + }, + "6": { + "Dice": 0.9776942856429588, + "FN": 1317, + "FP": 2257, + "IoU": 0.9563619491825497, + "TN": 969491, + "TP": 78327, + "n_pred": 80584, + "n_ref": 79644 + }, + "7": { + "Dice": 0.8631203677643307, + "FN": 602, + "FP": 857, + "IoU": 0.7592011883149035, + "TN": 1045333, + "TP": 4600, + "n_pred": 5457, + "n_ref": 5202 + }, + "8": { + "Dice": 0.8358824456923842, + "FN": 10434, + "FP": 3097, + "IoU": 0.7180395507303757, + "TN": 1003403, + "TP": 34458, + "n_pred": 37555, + "n_ref": 44892 + }, + "9": { + "Dice": 0.7646180356117174, + "FN": 976, + "FP": 1073, + "IoU": 0.6189324902361912, + "TN": 1046015, + "TP": 3328, + "n_pred": 4401, + "n_ref": 4304 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0226.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0226.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.973998387937983, + "FN": 1971, + "FP": 3513, + "IoU": 0.9493146760076527, + "TN": 592731, + "TP": 102713, + "n_pred": 106226, + "n_ref": 104684 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9496585617257818, + "FN": 1848, + "FP": 887, + "IoU": 0.9041427169493902, + "TN": 672396, + "TP": 25797, + "n_pred": 26684, + "n_ref": 27645 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 377, + "IoU": 0.0, + "TN": 700551, + "TP": 0, + "n_pred": 377, + "n_ref": 0 + }, + "7": { + "Dice": 0.8492940272936729, + "FN": 1985, + "FP": 566, + "IoU": 0.7380634562070028, + "TN": 691189, + "TP": 7188, + "n_pred": 7754, + "n_ref": 9173 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0235.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0235.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 226, + "FP": 121, + "IoU": 0.0, + "TN": 1401509, + "TP": 0, + "n_pred": 121, + "n_ref": 226 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9303079416531604, + "FN": 34, + "FP": 9, + "IoU": 0.8696969696969697, + "TN": 1401526, + "TP": 287, + "n_pred": 296, + "n_ref": 321 + }, + "15": { + "Dice": 0.0, + "FN": 184, + "FP": 0, + "IoU": 0.0, + "TN": 1401672, + "TP": 0, + "n_pred": 0, + "n_ref": 184 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 865, + "IoU": 0.0, + "TN": 1400991, + "TP": 0, + "n_pred": 865, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8377757352941176, + "FN": 1177, + "FP": 2353, + "IoU": 0.7208382759984183, + "TN": 1389211, + "TP": 9115, + "n_pred": 11468, + "n_ref": 10292 + }, + "7": { + "Dice": 0.6726783404984097, + "FN": 426, + "FP": 8939, + "IoU": 0.5067937644828313, + "TN": 1382868, + "TP": 9623, + "n_pred": 18562, + "n_ref": 10049 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0237.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0237.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 4509, + "IoU": 0.0, + "TN": 1222115, + "TP": 0, + "n_pred": 4509, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 32, + "IoU": 0.0, + "TN": 1226592, + "TP": 0, + "n_pred": 32, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 2984, + "IoU": 0.0, + "TN": 1223640, + "TP": 0, + "n_pred": 2984, + "n_ref": 0 + }, + "2": { + "Dice": 0.933653339151621, + "FN": 2826, + "FP": 823, + "IoU": 0.8755626790342381, + "TN": 1197300, + "TP": 25675, + "n_pred": 26498, + "n_ref": 28501 + }, + "3": { + "Dice": 0.761433868974042, + "FN": 26, + "FP": 167, + "IoU": 0.6147704590818364, + "TN": 1226123, + "TP": 308, + "n_pred": 475, + "n_ref": 334 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 88, + "IoU": 0.0, + "TN": 1226536, + "TP": 0, + "n_pred": 88, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0245.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0245.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8915611669020218, + "FN": 13010, + "FP": 9029, + "IoU": 0.8043395271619954, + "TN": 938753, + "TP": 90600, + "n_pred": 99629, + "n_ref": 103610 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 628, + "FP": 0, + "IoU": 0.0, + "TN": 1050764, + "TP": 0, + "n_pred": 0, + "n_ref": 628 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9539757730427031, + "FN": 2204, + "FP": 429, + "IoU": 0.9120016042244578, + "TN": 1021471, + "TP": 27288, + "n_pred": 27717, + "n_ref": 29492 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 956, + "IoU": 0.0, + "TN": 1050436, + "TP": 0, + "n_pred": 956, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8923479225949003, + "FN": 42409, + "FP": 76, + "IoU": 0.8056211339262838, + "TN": 832824, + "TP": 176083, + "n_pred": 176159, + "n_ref": 218492 + }, + "7": { + "Dice": 0.5925925925925926, + "FN": 145, + "FP": 9, + "IoU": 0.42105263157894735, + "TN": 1051126, + "TP": 112, + "n_pred": 121, + "n_ref": 257 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0317.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0317.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9627866608208588, + "FN": 434, + "FP": 3725, + "IoU": 0.9282436162870945, + "TN": 993432, + "TP": 53801, + "n_pred": 57526, + "n_ref": 54235 + }, + "10": { + "Dice": 0.8921916914376857, + "FN": 2353, + "FP": 2108, + "IoU": 0.8053664921465968, + "TN": 1028472, + "TP": 18459, + "n_pred": 20567, + "n_ref": 20812 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7570457759839939, + "FN": 4544, + "FP": 2499, + "IoU": 0.6090697158081705, + "TN": 1033376, + "TP": 10973, + "n_pred": 13472, + "n_ref": 15517 + }, + "14": { + "Dice": 0.9529368843487778, + "FN": 245, + "FP": 2335, + "IoU": 0.9101045296167247, + "TN": 1022692, + "TP": 26120, + "n_pred": 28455, + "n_ref": 26365 + }, + "15": { + "Dice": 0.858308430567783, + "FN": 7320, + "FP": 4107, + "IoU": 0.7517866064252666, + "TN": 1005355, + "TP": 34610, + "n_pred": 38717, + "n_ref": 41930 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9732439678284183, + "FN": 486, + "FP": 512, + "IoU": 0.9478823959475691, + "TN": 1032243, + "TP": 18151, + "n_pred": 18663, + "n_ref": 18637 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 424, + "IoU": 0.0, + "TN": 1050968, + "TP": 0, + "n_pred": 424, + "n_ref": 0 + }, + "7": { + "Dice": 0.9559454191033139, + "FN": 958, + "FP": 511, + "IoU": 0.9156086631814787, + "TN": 1033985, + "TP": 15938, + "n_pred": 16449, + "n_ref": 16896 + }, + "8": { + "Dice": 0.7352606733055373, + "FN": 927, + "FP": 6756, + "IoU": 0.5813535309503052, + "TN": 1033040, + "TP": 10669, + "n_pred": 17425, + "n_ref": 11596 + }, + "9": { + "Dice": 0.4641772920461445, + "FN": 6958, + "FP": 102, + "IoU": 0.30223364301245303, + "TN": 1041274, + "TP": 3058, + "n_pred": 3160, + "n_ref": 10016 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0321.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0321.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9741997599977674, + "FN": 929, + "FP": 2769, + "IoU": 0.9496973406787731, + "TN": 1328341, + "TP": 69817, + "n_pred": 72586, + "n_ref": 70746 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1349, + "IoU": 0.0, + "TN": 1400507, + "TP": 0, + "n_pred": 1349, + "n_ref": 0 + }, + "11": { + "Dice": 0.6432599599781699, + "FN": 781, + "FP": 1180, + "IoU": 0.4741217484580316, + "TN": 1398127, + "TP": 1768, + "n_pred": 2948, + "n_ref": 2549 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 273, + "IoU": 0.0, + "TN": 1401583, + "TP": 0, + "n_pred": 273, + "n_ref": 0 + }, + "13": { + "Dice": 0.3545020343180612, + "FN": 3649, + "FP": 0, + "IoU": 0.215437540313911, + "TN": 1397205, + "TP": 1002, + "n_pred": 1002, + "n_ref": 4651 + }, + "14": { + "Dice": 0.0, + "FN": 1170, + "FP": 210, + "IoU": 0.0, + "TN": 1400476, + "TP": 0, + "n_pred": 210, + "n_ref": 1170 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 1281, + "IoU": 0.0, + "TN": 1400575, + "TP": 0, + "n_pred": 1281, + "n_ref": 0 + }, + "2": { + "Dice": 0.9118863184339998, + "FN": 4593, + "FP": 2141, + "IoU": 0.8380432429832367, + "TN": 1360277, + "TP": 34845, + "n_pred": 36986, + "n_ref": 39438 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2605, + "IoU": 0.0, + "TN": 1399251, + "TP": 0, + "n_pred": 2605, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 151, + "IoU": 0.0, + "TN": 1401705, + "TP": 0, + "n_pred": 151, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9595689731944074, + "FN": 642, + "FP": 1174, + "IoU": 0.9222802362406916, + "TN": 1378490, + "TP": 21550, + "n_pred": 22724, + "n_ref": 22192 + }, + "7": { + "Dice": 0.00041640641265875496, + "FN": 156, + "FP": 23849, + "IoU": 0.00020824656393169514, + "TN": 1377846, + "TP": 5, + "n_pred": 23854, + "n_ref": 161 + }, + "8": { + "Dice": 0.8948425185051995, + "FN": 697, + "FP": 2812, + "IoU": 0.8096968382233309, + "TN": 1383417, + "TP": 14930, + "n_pred": 17742, + "n_ref": 15627 + }, + "9": { + "Dice": 0.7396623440176169, + "FN": 364, + "FP": 1764, + "IoU": 0.5868763346922927, + "TN": 1396705, + "TP": 3023, + "n_pred": 4787, + "n_ref": 3387 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0348.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0348.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7329088471849866, + "FN": 2790, + "FP": 398, + "IoU": 0.5784184078286168, + "TN": 1744758, + "TP": 4374, + "n_pred": 4772, + "n_ref": 7164 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7853651310916901, + "FN": 628, + "FP": 821, + "IoU": 0.6465853658536586, + "TN": 1748220, + "TP": 2651, + "n_pred": 3472, + "n_ref": 3279 + }, + "13": { + "Dice": 0.0, + "FN": 663, + "FP": 30, + "IoU": 0.0, + "TN": 1751627, + "TP": 0, + "n_pred": 30, + "n_ref": 663 + }, + "14": { + "Dice": 0.9357244530058045, + "FN": 5808, + "FP": 1733, + "IoU": 0.8792125832906202, + "TN": 1689888, + "TP": 54891, + "n_pred": 56624, + "n_ref": 60699 + }, + "15": { + "Dice": 0.8991915889914741, + "FN": 2702, + "FP": 1862, + "IoU": 0.816846582928689, + "TN": 1727401, + "TP": 20355, + "n_pred": 22217, + "n_ref": 23057 + }, + "2": { + "Dice": 0.8333333333333334, + "FN": 4, + "FP": 0, + "IoU": 0.7142857142857143, + "TN": 1752306, + "TP": 10, + "n_pred": 10, + "n_ref": 14 + }, + "3": { + "Dice": 0.9504511635269907, + "FN": 211, + "FP": 102, + "IoU": 0.9055806938159879, + "TN": 1749005, + "TP": 3002, + "n_pred": 3104, + "n_ref": 3213 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 75, + "IoU": 0.0, + "TN": 1752245, + "TP": 0, + "n_pred": 75, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9777376418390985, + "FN": 1044, + "FP": 657, + "IoU": 0.9564449224151176, + "TN": 1713266, + "TP": 37353, + "n_pred": 38010, + "n_ref": 38397 + }, + "7": { + "Dice": 0.2944469323779669, + "FN": 867, + "FP": 11737, + "IoU": 0.17264014703951688, + "TN": 1737086, + "TP": 2630, + "n_pred": 14367, + "n_ref": 3497 + }, + "8": { + "Dice": 0.965876842069272, + "FN": 500, + "FP": 1496, + "IoU": 0.9340056207637626, + "TN": 1722075, + "TP": 28249, + "n_pred": 29745, + "n_ref": 28749 + }, + "9": { + "Dice": 0.0, + "FN": 28, + "FP": 0, + "IoU": 0.0, + "TN": 1752292, + "TP": 0, + "n_pred": 0, + "n_ref": 28 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0378.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0378.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8095896986982182, + "FN": 8236, + "FP": 5250, + "IoU": 0.6800929879495208, + "TN": 1184468, + "TP": 28670, + "n_pred": 33920, + "n_ref": 36906 + }, + "11": { + "Dice": 0.7569775357385977, + "FN": 292, + "FP": 65, + "IoU": 0.6089813800657174, + "TN": 1225711, + "TP": 556, + "n_pred": 621, + "n_ref": 848 + }, + "12": { + "Dice": 0.04176334106728538, + "FN": 528, + "FP": 711, + "IoU": 0.02132701421800948, + "TN": 1225358, + "TP": 27, + "n_pred": 738, + "n_ref": 555 + }, + "13": { + "Dice": 0.7999508780547709, + "FN": 9281, + "FP": 3751, + "IoU": 0.6665984445354073, + "TN": 1187536, + "TP": 26056, + "n_pred": 29807, + "n_ref": 35337 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1413, + "IoU": 0.0, + "TN": 1225211, + "TP": 0, + "n_pred": 1413, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.6263981400025135, + "FN": 3162, + "FP": 20620, + "IoU": 0.4560259841258949, + "TN": 1182905, + "TP": 19937, + "n_pred": 40557, + "n_ref": 23099 + }, + "3": { + "Dice": 0.49055581149562344, + "FN": 37545, + "FP": 53, + "IoU": 0.3249910233393178, + "TN": 1170924, + "TP": 18102, + "n_pred": 18155, + "n_ref": 55647 + }, + "4": { + "Dice": 0.17792223426026244, + "FN": 1460, + "FP": 5369, + "IoU": 0.09764799154334038, + "TN": 1219056, + "TP": 739, + "n_pred": 6108, + "n_ref": 2199 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9664849586109429, + "FN": 1698, + "FP": 958, + "IoU": 0.9351435827310022, + "TN": 1185672, + "TP": 38296, + "n_pred": 39254, + "n_ref": 39994 + }, + "7": { + "Dice": 0.4823845768196527, + "FN": 368, + "FP": 22346, + "IoU": 0.31785692834404466, + "TN": 1193326, + "TP": 10584, + "n_pred": 32930, + "n_ref": 10952 + }, + "8": { + "Dice": 0.9323500377446141, + "FN": 415, + "FP": 750, + "IoU": 0.8732731426085065, + "TN": 1217431, + "TP": 8028, + "n_pred": 8778, + "n_ref": 8443 + }, + "9": { + "Dice": 0.9265362169584621, + "FN": 210, + "FP": 218, + "IoU": 0.8631275983370643, + "TN": 1223497, + "TP": 2699, + "n_pred": 2917, + "n_ref": 2909 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0383.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0383.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9502492289883118, + "FN": 4592, + "FP": 1167, + "IoU": 0.9052141281806511, + "TN": 1691562, + "TP": 54999, + "n_pred": 56166, + "n_ref": 59591 + }, + "10": { + "Dice": 0.8793342579750347, + "FN": 1888, + "FP": 896, + "IoU": 0.7846534653465347, + "TN": 1739392, + "TP": 10144, + "n_pred": 11040, + "n_ref": 12032 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5481798715203426, + "FN": 89, + "FP": 122, + "IoU": 0.3775811209439528, + "TN": 1751981, + "TP": 128, + "n_pred": 250, + "n_ref": 217 + }, + "13": { + "Dice": 0.6513239062351713, + "FN": 11399, + "FP": 3297, + "IoU": 0.4829357539933854, + "TN": 1723898, + "TP": 13726, + "n_pred": 17023, + "n_ref": 25125 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9619673598958122, + "FN": 1976, + "FP": 1762, + "IoU": 0.9267216874791712, + "TN": 1701309, + "TP": 47273, + "n_pred": 49035, + "n_ref": 49249 + }, + "3": { + "Dice": 0.9113327289211242, + "FN": 47, + "FP": 442, + "IoU": 0.8371085942704863, + "TN": 1749318, + "TP": 2513, + "n_pred": 2955, + "n_ref": 2560 + }, + "4": { + "Dice": 0.924073079863992, + "FN": 1546, + "FP": 3121, + "IoU": 0.8588623098557474, + "TN": 1719253, + "TP": 28400, + "n_pred": 31521, + "n_ref": 29946 + }, + "5": { + "Dice": 0.0, + "FN": 54, + "FP": 0, + "IoU": 0.0, + "TN": 1752266, + "TP": 0, + "n_pred": 0, + "n_ref": 54 + }, + "6": { + "Dice": 0.9391126147214444, + "FN": 10342, + "FP": 3444, + "IoU": 0.8852142345672844, + "TN": 1632218, + "TP": 106316, + "n_pred": 109760, + "n_ref": 116658 + }, + "7": { + "Dice": 0.8279042270174402, + "FN": 3179, + "FP": 20109, + "IoU": 0.7063452032684354, + "TN": 1673016, + "TP": 56016, + "n_pred": 76125, + "n_ref": 59195 + }, + "8": { + "Dice": 0.8944723618090452, + "FN": 7, + "FP": 203, + "IoU": 0.8090909090909091, + "TN": 1751220, + "TP": 890, + "n_pred": 1093, + "n_ref": 897 + }, + "9": { + "Dice": 0.8465058558907934, + "FN": 1526, + "FP": 453, + "IoU": 0.7338622915545993, + "TN": 1744884, + "TP": 5457, + "n_pred": 5910, + "n_ref": 6983 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0390.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0390.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.702557856272838, + "FN": 1176, + "FP": 45, + "IoU": 0.541494555013143, + "TN": 873497, + "TP": 1442, + "n_pred": 1487, + "n_ref": 2618 + }, + "11": { + "Dice": 0.4495335029686175, + "FN": 27, + "FP": 622, + "IoU": 0.2899343544857768, + "TN": 875246, + "TP": 265, + "n_pred": 887, + "n_ref": 292 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 22, + "IoU": 0.0, + "TN": 876138, + "TP": 0, + "n_pred": 22, + "n_ref": 0 + }, + "13": { + "Dice": 0.8340750744298825, + "FN": 7187, + "FP": 3625, + "IoU": 0.7153763129491668, + "TN": 838173, + "TP": 27175, + "n_pred": 30800, + "n_ref": 34362 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.3858903527411815, + "FN": 1366, + "FP": 1524, + "IoU": 0.239073196419168, + "TN": 872362, + "TP": 908, + "n_pred": 2432, + "n_ref": 2274 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9732525716428052, + "FN": 1996, + "FP": 2570, + "IoU": 0.9478987185777696, + "TN": 788523, + "TP": 83071, + "n_pred": 85641, + "n_ref": 85067 + }, + "7": { + "Dice": 0.3205460381298581, + "FN": 34747, + "FP": 393, + "IoU": 0.19086324806005203, + "TN": 832731, + "TP": 8289, + "n_pred": 8682, + "n_ref": 43036 + }, + "8": { + "Dice": 0.9262951919493104, + "FN": 521, + "FP": 1061, + "IoU": 0.8627093638809338, + "TN": 864637, + "TP": 9941, + "n_pred": 11002, + "n_ref": 10462 + }, + "9": { + "Dice": 0.727090259047858, + "FN": 2414, + "FP": 1937, + "IoU": 0.5712033113235438, + "TN": 866013, + "TP": 5796, + "n_pred": 7733, + "n_ref": 8210 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0392.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0392.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": 0.5203002076784998, + "FN": 3491.288888888889, + "FP": 2652.9600000000005, + "IoU": 0.4415051816393127, + "TN": 1099303.3111111112, + "TP": 10196.173333333334, + "n_pred": 12849.133333333333, + "n_ref": 13687.462222222222 + }, + "mean": { + "1": { + "Dice": 0.5873528798336044, + "FN": 8604.066666666668, + "FP": 223.16666666666666, + "IoU": 0.5071222101099958, + "TN": 1099039.5333333334, + "TP": 7776.966666666666, + "n_pred": 8000.133333333333, + "n_ref": 16381.033333333333 + }, + "10": { + "Dice": 0.62691337395671, + "FN": 1990.0666666666666, + "FP": 1487.0, + "IoU": 0.5180373614580621, + "TN": 1107130.0666666667, + "TP": 5036.6, + "n_pred": 6523.6, + "n_ref": 7026.666666666667 + }, + "11": { + "Dice": 0.4120262120183985, + "FN": 71.6, + "FP": 134.33333333333334, + "IoU": 0.3015616801585796, + "TN": 1115249.4, + "TP": 188.4, + "n_pred": 322.73333333333335, + "n_ref": 260.0 + }, + "12": { + "Dice": 0.39402202935921343, + "FN": 169.63333333333333, + "FP": 201.3, + "IoU": 0.3043247242501843, + "TN": 1114901.3333333333, + "TP": 371.46666666666664, + "n_pred": 572.7666666666667, + "n_ref": 541.1 + }, + "13": { + "Dice": 0.33300329613600993, + "FN": 1860.1333333333334, + "FP": 1804.1333333333334, + "IoU": 0.24571982432710623, + "TN": 1109061.6333333333, + "TP": 2917.8333333333335, + "n_pred": 4721.966666666666, + "n_ref": 4777.966666666666 + }, + "14": { + "Dice": 0.5240547398377465, + "FN": 3936.866666666667, + "FP": 451.8666666666667, + "IoU": 0.46156173508178944, + "TN": 1102524.7333333334, + "TP": 8730.266666666666, + "n_pred": 9182.133333333333, + "n_ref": 12667.133333333333 + }, + "15": { + "Dice": 0.28333208581989555, + "FN": 3331.366666666667, + "FP": 1619.7666666666667, + "IoU": 0.20232154406905867, + "TN": 1108986.6333333333, + "TP": 1705.9666666666667, + "n_pred": 3325.733333333333, + "n_ref": 5037.333333333333 + }, + "2": { + "Dice": 0.5562572786526262, + "FN": 4293.733333333334, + "FP": 1296.4666666666667, + "IoU": 0.49107416763003, + "TN": 1099372.4666666666, + "TP": 10681.066666666668, + "n_pred": 11977.533333333333, + "n_ref": 14974.8 + }, + "3": { + "Dice": 0.5504003510929383, + "FN": 4064.366666666667, + "FP": 1376.4333333333334, + "IoU": 0.494058967299903, + "TN": 1097396.9333333333, + "TP": 12806.0, + "n_pred": 14182.433333333332, + "n_ref": 16870.366666666665 + }, + "4": { + "Dice": 0.37689553933389575, + "FN": 1803.2, + "FP": 682.4666666666667, + "IoU": 0.31508320275370966, + "TN": 1110227.7, + "TP": 2930.366666666667, + "n_pred": 3612.8333333333335, + "n_ref": 4733.566666666667 + }, + "5": { + "Dice": 0.2772568660968655, + "FN": 273.53333333333336, + "FP": 132.3, + "IoU": 0.22081811344309693, + "TN": 1114772.6, + "TP": 465.3, + "n_pred": 597.6, + "n_ref": 738.8333333333334 + }, + "6": { + "Dice": 0.7918177266045855, + "FN": 15794.3, + "FP": 13628.966666666667, + "IoU": 0.7083362886082318, + "TN": 1020355.1, + "TP": 65865.36666666667, + "n_pred": 79494.33333333333, + "n_ref": 81659.66666666667 + }, + "7": { + "Dice": 0.4892755259661525, + "FN": 4440.9, + "FP": 15173.633333333333, + "IoU": 0.4111167310546738, + "TN": 1075751.9666666666, + "TP": 20277.233333333334, + "n_pred": 35450.86666666667, + "n_ref": 24718.133333333335 + }, + "8": { + "Dice": 0.8374610283987997, + "FN": 509.1, + "FP": 1012.3666666666667, + "IoU": 0.7789503395687439, + "TN": 1107084.3, + "TP": 7037.966666666666, + "n_pred": 8050.333333333333, + "n_ref": 7547.066666666667 + }, + "9": { + "Dice": 0.7644341820700563, + "FN": 1226.4666666666667, + "FP": 570.2, + "IoU": 0.6624908347765236, + "TN": 1107695.2666666666, + "TP": 6151.8, + "n_pred": 6722.0, + "n_ref": 7378.266666666666 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.28269925020827547, + "FN": 178, + "FP": 4988, + "IoU": 0.1646183699870634, + "TN": 1045208, + "TP": 1018, + "n_pred": 6006, + "n_ref": 1196 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.043689320388349516, + "FN": 394, + "FP": 0, + "IoU": 0.022332506203473945, + "TN": 1050989, + "TP": 9, + "n_pred": 9, + "n_ref": 403 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 105, + "IoU": 0.0, + "TN": 1051287, + "TP": 0, + "n_pred": 105, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8900027198197148, + "FN": 932, + "FP": 1899, + "IoU": 0.8018062167460095, + "TN": 1037108, + "TP": 11453, + "n_pred": 13352, + "n_ref": 12385 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9846392552366175, + "FN": 1913, + "FP": 3631, + "IoU": 0.9697432762836186, + "TN": 868160, + "TP": 177688, + "n_pred": 181319, + "n_ref": 179601 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 615, + "IoU": 0.0, + "TN": 1050777, + "TP": 0, + "n_pred": 615, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0007.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0007.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.24338624338624337, + "FN": 449, + "FP": 123, + "IoU": 0.13855421686746988, + "TN": 875496, + "TP": 92, + "n_pred": 215, + "n_ref": 541 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.32363907531692765, + "FN": 328, + "FP": 579, + "IoU": 0.19306049822064056, + "TN": 875036, + "TP": 217, + "n_pred": 796, + "n_ref": 545 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9339085050860095, + "FN": 485, + "FP": 1997, + "IoU": 0.8760115895693875, + "TN": 856142, + "TP": 17536, + "n_pred": 19533, + "n_ref": 18021 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 876158, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 261, + "IoU": 0.0, + "TN": 875899, + "TP": 0, + "n_pred": 261, + "n_ref": 0 + }, + "6": { + "Dice": 0.9877162089238547, + "FN": 2369, + "FP": 1091, + "IoU": 0.9757305388381522, + "TN": 733594, + "TP": 139106, + "n_pred": 140197, + "n_ref": 141475 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.48737644569407806, + "FN": 3651, + "FP": 14034, + "IoU": 0.322206040165568, + "TN": 850068, + "TP": 8407, + "n_pred": 22441, + "n_ref": 12058 + }, + "9": { + "Dice": 0.7949504378361559, + "FN": 1954, + "FP": 2659, + "IoU": 0.6596827738841756, + "TN": 862605, + "TP": 8942, + "n_pred": 11601, + "n_ref": 10896 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0009.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0009.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7471353251318102, + "FN": 3498, + "FP": 99, + "IoU": 0.59634160026933, + "TN": 1392945, + "TP": 5314, + "n_pred": 5413, + "n_ref": 8812 + }, + "10": { + "Dice": 0.31478587058455765, + "FN": 1884, + "FP": 2500, + "IoU": 0.186792802819514, + "TN": 1396465, + "TP": 1007, + "n_pred": 3507, + "n_ref": 2891 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5772303595206392, + "FN": 580, + "FP": 690, + "IoU": 0.4057089377632195, + "TN": 1399719, + "TP": 867, + "n_pred": 1557, + "n_ref": 1447 + }, + "13": { + "Dice": 0.5064346565162225, + "FN": 1325, + "FP": 4121, + "IoU": 0.3390776699029126, + "TN": 1393616, + "TP": 2794, + "n_pred": 6915, + "n_ref": 4119 + }, + "14": { + "Dice": 0.6618587505343305, + "FN": 79777, + "FP": 118, + "IoU": 0.49461052844654174, + "TN": 1243770, + "TP": 78191, + "n_pred": 78309, + "n_ref": 157968 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.33557800224466894, + "FN": 297, + "FP": 10359, + "IoU": 0.20161834120026972, + "TN": 1388509, + "TP": 2691, + "n_pred": 13050, + "n_ref": 2988 + }, + "3": { + "Dice": 0.8481113115176501, + "FN": 13089, + "FP": 1648, + "IoU": 0.7362788783307386, + "TN": 1345975, + "TP": 41144, + "n_pred": 42792, + "n_ref": 54233 + }, + "4": { + "Dice": 0.8408596192662366, + "FN": 1360, + "FP": 6682, + "IoU": 0.7254165528544113, + "TN": 1372568, + "TP": 21246, + "n_pred": 27928, + "n_ref": 22606 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 173, + "IoU": 0.0, + "TN": 1401683, + "TP": 0, + "n_pred": 173, + "n_ref": 0 + }, + "6": { + "Dice": 0.9711284918692615, + "FN": 2957, + "FP": 7401, + "IoU": 0.9438773298656263, + "TN": 1217296, + "TP": 174202, + "n_pred": 181603, + "n_ref": 177159 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 705, + "IoU": 0.0, + "TN": 1401151, + "TP": 0, + "n_pred": 705, + "n_ref": 0 + }, + "8": { + "Dice": 0.9411764705882353, + "FN": 3, + "FP": 0, + "IoU": 0.8888888888888888, + "TN": 1401829, + "TP": 24, + "n_pred": 24, + "n_ref": 27 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0019.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0019.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5264207377866401, + "FN": 471, + "FP": 4, + "IoU": 0.3572395128552097, + "TN": 875421, + "TP": 264, + "n_pred": 268, + "n_ref": 735 + }, + "10": { + "Dice": 0.6592252310337416, + "FN": 14775, + "FP": 10595, + "IoU": 0.4916748482237673, + "TN": 826251, + "TP": 24539, + "n_pred": 35134, + "n_ref": 39314 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.11039686975964226, + "FN": 3823, + "FP": 15275, + "IoU": 0.05842331016121875, + "TN": 855877, + "TP": 1185, + "n_pred": 16460, + "n_ref": 5008 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9255722298014248, + "FN": 514, + "FP": 959, + "IoU": 0.8614559819413092, + "TN": 865528, + "TP": 9159, + "n_pred": 10118, + "n_ref": 9673 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9850118559638256, + "FN": 2377, + "FP": 1700, + "IoU": 0.9704663662837025, + "TN": 738114, + "TP": 133969, + "n_pred": 135669, + "n_ref": 136346 + }, + "7": { + "Dice": 0.5732641208819448, + "FN": 3336, + "FP": 4967, + "IoU": 0.4018011527377522, + "TN": 862280, + "TP": 5577, + "n_pred": 10544, + "n_ref": 8913 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7952622673434856, + "FN": 710, + "FP": 2194, + "IoU": 0.6601123595505618, + "TN": 867616, + "TP": 5640, + "n_pred": 7834, + "n_ref": 6350 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0044.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0044.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.5415338458653666, + "FN": 2271, + "FP": 174, + "IoU": 0.37130367703779893, + "TN": 1397967, + "TP": 1444, + "n_pred": 1618, + "n_ref": 3715 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 2392, + "IoU": 0.0, + "TN": 1399464, + "TP": 0, + "n_pred": 2392, + "n_ref": 0 + }, + "13": { + "Dice": 0.37206302404865016, + "FN": 6217, + "FP": 598, + "IoU": 0.22854878877065882, + "TN": 1393022, + "TP": 2019, + "n_pred": 2617, + "n_ref": 8236 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.3905663868656114, + "FN": 35830, + "FP": 399, + "IoU": 0.24267318867845647, + "TN": 1354018, + "TP": 11609, + "n_pred": 12008, + "n_ref": 47439 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.38732673267326734, + "FN": 1497, + "FP": 50, + "IoU": 0.24017681728880158, + "TN": 1399820, + "TP": 489, + "n_pred": 539, + "n_ref": 1986 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 1283, + "IoU": 0.0, + "TN": 1400573, + "TP": 0, + "n_pred": 1283, + "n_ref": 0 + }, + "6": { + "Dice": 0.9775266727250971, + "FN": 3066, + "FP": 3883, + "IoU": 0.9560412449392712, + "TN": 1243776, + "TP": 151131, + "n_pred": 155014, + "n_ref": 154197 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 694, + "IoU": 0.0, + "TN": 1401162, + "TP": 0, + "n_pred": 694, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 2396, + "IoU": 0.0, + "TN": 1399460, + "TP": 0, + "n_pred": 2396, + "n_ref": 0 + }, + "9": { + "Dice": 0.7694224616938878, + "FN": 6100, + "FP": 747, + "IoU": 0.6252531333807674, + "TN": 1383585, + "TP": 11424, + "n_pred": 12171, + "n_ref": 17524 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0058.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0058.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.00102974695993243, + "FN": 172680, + "FP": 0, + "IoU": 0.0005151387112271299, + "TN": 1053855, + "TP": 89, + "n_pred": 89, + "n_ref": 172769 + }, + "10": { + "Dice": 0.45925925925925926, + "FN": 193, + "FP": 26, + "IoU": 0.2980769230769231, + "TN": 1226312, + "TP": 93, + "n_pred": 119, + "n_ref": 286 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.7765593269509719, + "FN": 11162, + "FP": 391, + "IoU": 0.6347339466944892, + "TN": 1194995, + "TP": 20076, + "n_pred": 20467, + "n_ref": 31238 + }, + "15": { + "Dice": 0.42613134533914165, + "FN": 1231, + "FP": 37104, + "IoU": 0.27075407091766857, + "TN": 1174056, + "TP": 14233, + "n_pred": 51337, + "n_ref": 15464 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 11361, + "IoU": 0.0, + "TN": 1215263, + "TP": 0, + "n_pred": 11361, + "n_ref": 0 + }, + "3": { + "Dice": 0.0510520306638395, + "FN": 11538, + "FP": 98, + "IoU": 0.02619466064105783, + "TN": 1214675, + "TP": 313, + "n_pred": 411, + "n_ref": 11851 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 91, + "IoU": 0.0, + "TN": 1226533, + "TP": 0, + "n_pred": 91, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.398294934786914, + "FN": 1353, + "FP": 190056, + "IoU": 0.24866933584550166, + "TN": 971864, + "TP": 63351, + "n_pred": 253407, + "n_ref": 64704 + }, + "7": { + "Dice": 0.8927487352445194, + "FN": 437, + "FP": 835, + "IoU": 0.8062747487054523, + "TN": 1220058, + "TP": 5294, + "n_pred": 6129, + "n_ref": 5731 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0077.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0077.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.6833686644825593, + "FN": 215, + "FP": 1428, + "IoU": 0.5190281030444965, + "TN": 697512, + "TP": 1773, + "n_pred": 3201, + "n_ref": 1988 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 700924, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8870667793744716, + "FN": 4507, + "FP": 2173, + "IoU": 0.797053015342549, + "TN": 668013, + "TP": 26235, + "n_pred": 28408, + "n_ref": 30742 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7577594314975441, + "FN": 823, + "FP": 3813, + "IoU": 0.6099941112139312, + "TN": 689041, + "TP": 7251, + "n_pred": 11064, + "n_ref": 8074 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0086.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0086.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9191516075512309, + "FN": 1495, + "FP": 308, + "IoU": 0.8503982741453701, + "TN": 1039340, + "TP": 10249, + "n_pred": 10557, + "n_ref": 11744 + }, + "10": { + "Dice": 0.8172704714640199, + "FN": 843, + "FP": 4680, + "IoU": 0.6910036925142665, + "TN": 1033518, + "TP": 12351, + "n_pred": 17031, + "n_ref": 13194 + }, + "11": { + "Dice": 0.6767843726521412, + "FN": 1192, + "FP": 959, + "IoU": 0.5114694526459233, + "TN": 1046989, + "TP": 2252, + "n_pred": 3211, + "n_ref": 3444 + }, + "12": { + "Dice": 0.8189327974994418, + "FN": 442, + "FP": 369, + "IoU": 0.6933837429111531, + "TN": 1048747, + "TP": 1834, + "n_pred": 2203, + "n_ref": 2276 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9617409799496797, + "FN": 620, + "FP": 855, + "IoU": 0.9263015888877786, + "TN": 1031378, + "TP": 18539, + "n_pred": 19394, + "n_ref": 19159 + }, + "3": { + "Dice": 0.9425228015832042, + "FN": 2824, + "FP": 516, + "IoU": 0.8912937347436941, + "TN": 1020667, + "TP": 27385, + "n_pred": 27901, + "n_ref": 30209 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 13, + "IoU": 0.0, + "TN": 1051379, + "TP": 0, + "n_pred": 13, + "n_ref": 0 + }, + "5": { + "Dice": 0.7907131011608624, + "FN": 181, + "FP": 450, + "IoU": 0.6538672517827756, + "TN": 1049569, + "TP": 1192, + "n_pred": 1642, + "n_ref": 1373 + }, + "6": { + "Dice": 0.9780504584994393, + "FN": 3452, + "FP": 1206, + "IoU": 0.9570437861964661, + "TN": 942956, + "TP": 103778, + "n_pred": 104984, + "n_ref": 107230 + }, + "7": { + "Dice": 0.9172423582852276, + "FN": 1276, + "FP": 5720, + "IoU": 0.8471354280470218, + "TN": 1005626, + "TP": 38770, + "n_pred": 44490, + "n_ref": 40046 + }, + "8": { + "Dice": 0.9284712482468443, + "FN": 621, + "FP": 1011, + "IoU": 0.8664921465968587, + "TN": 1039168, + "TP": 10592, + "n_pred": 11603, + "n_ref": 11213 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0098.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0098.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 2111, + "IoU": 0.0, + "TN": 1574977, + "TP": 0, + "n_pred": 2111, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 545, + "FP": 0, + "IoU": 0.0, + "TN": 1576543, + "TP": 0, + "n_pred": 0, + "n_ref": 545 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 371, + "IoU": 0.0, + "TN": 1576717, + "TP": 0, + "n_pred": 371, + "n_ref": 0 + }, + "4": { + "Dice": 0.35669784363630685, + "FN": 41191, + "FP": 8, + "IoU": 0.2170616293875069, + "TN": 1524467, + "TP": 11422, + "n_pred": 11430, + "n_ref": 52613 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9203953712632594, + "FN": 1298, + "FP": 2004, + "IoU": 0.8525300343888169, + "TN": 1554697, + "TP": 19089, + "n_pred": 21093, + "n_ref": 20387 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 29390, + "IoU": 0.0, + "TN": 1547698, + "TP": 0, + "n_pred": 29390, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0102.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0102.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0116.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0116.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8911128588281557, + "FN": 10944, + "FP": 132, + "IoU": 0.8036100570942232, + "TN": 644530, + "TP": 45322, + "n_pred": 45454, + "n_ref": 56266 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1162, + "IoU": 0.0, + "TN": 699766, + "TP": 0, + "n_pred": 1162, + "n_ref": 0 + }, + "3": { + "Dice": 0.9444015985416813, + "FN": 2430, + "FP": 1535, + "IoU": 0.8946599362380446, + "TN": 663288, + "TP": 33675, + "n_pred": 35210, + "n_ref": 36105 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8252180936232116, + "FN": 27085, + "FP": 9920, + "IoU": 0.7024436528549488, + "TN": 576565, + "TP": 87358, + "n_pred": 97278, + "n_ref": 114443 + }, + "7": { + "Dice": 0.7587450829895424, + "FN": 7968, + "FP": 4605, + "IoU": 0.611272569873856, + "TN": 668584, + "TP": 19771, + "n_pred": 24376, + "n_ref": 27739 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0119.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0119.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8572080291970803, + "FN": 1201, + "FP": 51, + "IoU": 0.7500998003992015, + "TN": 1046382, + "TP": 3758, + "n_pred": 3809, + "n_ref": 4959 + }, + "10": { + "Dice": 0.8031266242853144, + "FN": 7538, + "FP": 2310, + "IoU": 0.6710205445131118, + "TN": 1021457, + "TP": 20087, + "n_pred": 22397, + "n_ref": 27625 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 37, + "IoU": 0.0, + "TN": 1051355, + "TP": 0, + "n_pred": 37, + "n_ref": 0 + }, + "12": { + "Dice": 0.632279534109817, + "FN": 912, + "FP": 414, + "IoU": 0.46228710462287104, + "TN": 1048926, + "TP": 1140, + "n_pred": 1554, + "n_ref": 2052 + }, + "13": { + "Dice": 0.6727998376513563, + "FN": 4086, + "FP": 5588, + "IoU": 0.5069317023445464, + "TN": 1031772, + "TP": 9946, + "n_pred": 15534, + "n_ref": 14032 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 4063, + "IoU": 0.0, + "TN": 1047329, + "TP": 0, + "n_pred": 4063, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.6396582316074841, + "FN": 46857, + "FP": 462, + "IoU": 0.4702187688931682, + "TN": 962074, + "TP": 41999, + "n_pred": 42461, + "n_ref": 88856 + }, + "3": { + "Dice": 0.8621963705429347, + "FN": 8528, + "FP": 759, + "IoU": 0.7577725612936881, + "TN": 1013052, + "TP": 29053, + "n_pred": 29812, + "n_ref": 37581 + }, + "4": { + "Dice": 0.5318128806531035, + "FN": 1320, + "FP": 5906, + "IoU": 0.3622241835834069, + "TN": 1040062, + "TP": 4104, + "n_pred": 10010, + "n_ref": 5424 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 1051386, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "6": { + "Dice": 0.53232462173315, + "FN": 170, + "FP": 510, + "IoU": 0.3626991565135895, + "TN": 1050325, + "TP": 387, + "n_pred": 897, + "n_ref": 557 + }, + "7": { + "Dice": 0.725531914893617, + "FN": 1136, + "FP": 1186, + "IoU": 0.5692821368948247, + "TN": 1046001, + "TP": 3069, + "n_pred": 4255, + "n_ref": 4205 + }, + "8": { + "Dice": 0.9510786028515398, + "FN": 524, + "FP": 1322, + "IoU": 0.9067205659423951, + "TN": 1031602, + "TP": 17944, + "n_pred": 19266, + "n_ref": 18468 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0127.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0127.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.39020746634959835, + "FN": 39928, + "FP": 75, + "IoU": 0.24239612135903943, + "TN": 1349054, + "TP": 12799, + "n_pred": 12874, + "n_ref": 52727 + }, + "10": { + "Dice": 0.8701682814890362, + "FN": 1259, + "FP": 14, + "IoU": 0.7701751218631522, + "TN": 1396317, + "TP": 4266, + "n_pred": 4280, + "n_ref": 5525 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9102878433946602, + "FN": 3004, + "FP": 1643, + "IoU": 0.8353470573645608, + "TN": 1373633, + "TP": 23576, + "n_pred": 25219, + "n_ref": 26580 + }, + "14": { + "Dice": 0.9842956013887931, + "FN": 600, + "FP": 766, + "IoU": 0.9690768325259203, + "TN": 1357682, + "TP": 42808, + "n_pred": 43574, + "n_ref": 43408 + }, + "15": { + "Dice": 0.7353951890034365, + "FN": 2, + "FP": 152, + "IoU": 0.5815217391304348, + "TN": 1401488, + "TP": 214, + "n_pred": 366, + "n_ref": 216 + }, + "2": { + "Dice": 0.6649911295091662, + "FN": 4508, + "FP": 6822, + "IoU": 0.4981173864894795, + "TN": 1379281, + "TP": 11245, + "n_pred": 18067, + "n_ref": 15753 + }, + "3": { + "Dice": 0.002908788697278205, + "FN": 6156, + "FP": 3442, + "IoU": 0.0014565126924677486, + "TN": 1392244, + "TP": 14, + "n_pred": 3456, + "n_ref": 6170 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 38130, + "IoU": 0.0, + "TN": 1363726, + "TP": 0, + "n_pred": 38130, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1158, + "IoU": 0.0, + "TN": 1400698, + "TP": 0, + "n_pred": 1158, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0147.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0147.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8252713887618017, + "FN": 1513, + "FP": 2688, + "IoU": 0.7025208893924373, + "TN": 1562966, + "TP": 9921, + "n_pred": 12609, + "n_ref": 11434 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.47254575707154745, + "FN": 244, + "FP": 73, + "IoU": 0.3093681917211329, + "TN": 1576629, + "TP": 142, + "n_pred": 215, + "n_ref": 386 + }, + "13": { + "Dice": 0.35303557100829097, + "FN": 704, + "FP": 4134, + "IoU": 0.2143553101656382, + "TN": 1570930, + "TP": 1320, + "n_pred": 5454, + "n_ref": 2024 + }, + "14": { + "Dice": 0.042105263157894736, + "FN": 2366, + "FP": 0, + "IoU": 0.021505376344086023, + "TN": 1574670, + "TP": 52, + "n_pred": 52, + "n_ref": 2418 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 305, + "IoU": 0.0, + "TN": 1576783, + "TP": 0, + "n_pred": 305, + "n_ref": 0 + }, + "2": { + "Dice": 0.8270514853089235, + "FN": 13787, + "FP": 1158, + "IoU": 0.7051046784664259, + "TN": 1526409, + "TP": 35734, + "n_pred": 36892, + "n_ref": 49521 + }, + "3": { + "Dice": 0.8036211349900946, + "FN": 5887, + "FP": 9775, + "IoU": 0.6717112433973338, + "TN": 1529380, + "TP": 32046, + "n_pred": 41821, + "n_ref": 37933 + }, + "4": { + "Dice": 0.8078069227494515, + "FN": 5306, + "FP": 563, + "IoU": 0.677580618579355, + "TN": 1558885, + "TP": 12334, + "n_pred": 12897, + "n_ref": 17640 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8491920174098254, + "FN": 682, + "FP": 2575, + "IoU": 0.7379093908425203, + "TN": 1564661, + "TP": 9170, + "n_pred": 11745, + "n_ref": 9852 + }, + "7": { + "Dice": 0.10274181264280274, + "FN": 245, + "FP": 23317, + "IoU": 0.054152783910722174, + "TN": 1552177, + "TP": 1349, + "n_pred": 24666, + "n_ref": 1594 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9789032610675897, + "FN": 188, + "FP": 391, + "IoU": 0.9586782757636312, + "TN": 1563076, + "TP": 13433, + "n_pred": 13824, + "n_ref": 13621 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0158.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0158.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7531450819500555, + "FN": 1628, + "FP": 10165, + "IoU": 0.6040358593828694, + "TN": 1196841, + "TP": 17990, + "n_pred": 28155, + "n_ref": 19618 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6567598894403661, + "FN": 10338, + "FP": 1211, + "IoU": 0.488937074077352, + "TN": 1204026, + "TP": 11049, + "n_pred": 12260, + "n_ref": 21387 + }, + "14": { + "Dice": 0.9215221075335079, + "FN": 2527, + "FP": 20, + "IoU": 0.8544654591166219, + "TN": 1209123, + "TP": 14954, + "n_pred": 14974, + "n_ref": 17481 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7727272727272727, + "FN": 4, + "FP": 6, + "IoU": 0.6296296296296297, + "TN": 1226597, + "TP": 17, + "n_pred": 23, + "n_ref": 21 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9857842551666468, + "FN": 1413, + "FP": 1205, + "IoU": 0.9719670200235572, + "TN": 1133234, + "TP": 90772, + "n_pred": 91977, + "n_ref": 92185 + }, + "7": { + "Dice": 0.9686775331876996, + "FN": 2145, + "FP": 1583, + "IoU": 0.9392576661126861, + "TN": 1165250, + "TP": 57646, + "n_pred": 59229, + "n_ref": 59791 + }, + "8": { + "Dice": 0.9314907645757124, + "FN": 1850, + "FP": 1184, + "IoU": 0.8717666948436179, + "TN": 1202964, + "TP": 20626, + "n_pred": 21810, + "n_ref": 22476 + }, + "9": { + "Dice": 0.9171979762247542, + "FN": 3783, + "FP": 243, + "IoU": 0.8470597173681811, + "TN": 1200300, + "TP": 22298, + "n_pred": 22541, + "n_ref": 26081 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0159.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0159.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 2463, + "IoU": 0.0, + "TN": 873697, + "TP": 0, + "n_pred": 2463, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 339, + "IoU": 0.0, + "TN": 875821, + "TP": 0, + "n_pred": 339, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0161.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0161.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9865954451943553, + "FN": 835, + "FP": 1022, + "IoU": 0.9735455011681577, + "TN": 1156428, + "TP": 68339, + "n_pred": 69361, + "n_ref": 69174 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0179.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0179.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.802109641955133, + "FN": 2663, + "FP": 2665, + "IoU": 0.669601885154409, + "TN": 1385730, + "TP": 10798, + "n_pred": 13463, + "n_ref": 13461 + }, + "10": { + "Dice": 0.9224062772449869, + "FN": 104, + "FP": 74, + "IoU": 0.8559870550161812, + "TN": 1400620, + "TP": 1058, + "n_pred": 1132, + "n_ref": 1162 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6562404170499847, + "FN": 2651, + "FP": 712, + "IoU": 0.48836147877681424, + "TN": 1395283, + "TP": 3210, + "n_pred": 3922, + "n_ref": 5861 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9401750414654246, + "FN": 4581, + "FP": 1154, + "IoU": 0.8871040768519065, + "TN": 1351057, + "TP": 45064, + "n_pred": 46218, + "n_ref": 49645 + }, + "3": { + "Dice": 0.9467652924479524, + "FN": 2518, + "FP": 2527, + "IoU": 0.8989119762758732, + "TN": 1351949, + "TP": 44862, + "n_pred": 47389, + "n_ref": 47380 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 225, + "IoU": 0.0, + "TN": 1401631, + "TP": 0, + "n_pred": 225, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7446887686062247, + "FN": 4008, + "FP": 26180, + "IoU": 0.5932303877974506, + "TN": 1327642, + "TP": 44026, + "n_pred": 70206, + "n_ref": 48034 + }, + "7": { + "Dice": 0.8831945334187487, + "FN": 359, + "FP": 2376, + "IoU": 0.7908221797323136, + "TN": 1388781, + "TP": 10340, + "n_pred": 12716, + "n_ref": 10699 + }, + "8": { + "Dice": 0.9503551957706923, + "FN": 108, + "FP": 1094, + "IoU": 0.905406468875423, + "TN": 1389149, + "TP": 11505, + "n_pred": 12599, + "n_ref": 11613 + }, + "9": { + "Dice": 0.5049066160177271, + "FN": 3039, + "FP": 89, + "IoU": 0.3377090832098243, + "TN": 1397133, + "TP": 1595, + "n_pred": 1684, + "n_ref": 4634 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0186.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0186.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5721012360211889, + "FN": 712, + "FP": 15, + "IoU": 0.40065952184666115, + "TN": 1050179, + "TP": 486, + "n_pred": 501, + "n_ref": 1198 + }, + "10": { + "Dice": 0.6998327572750586, + "FN": 8282, + "FP": 5179, + "IoU": 0.5382636435358282, + "TN": 1022239, + "TP": 15692, + "n_pred": 20871, + "n_ref": 23974 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7044124624387158, + "FN": 1536, + "FP": 333, + "IoU": 0.543701171875, + "TN": 1047296, + "TP": 2227, + "n_pred": 2560, + "n_ref": 3763 + }, + "13": { + "Dice": 0.05525815921257123, + "FN": 4581, + "FP": 890, + "IoU": 0.028414136032676257, + "TN": 1045761, + "TP": 160, + "n_pred": 1050, + "n_ref": 4741 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9572836801752465, + "FN": 357, + "FP": 501, + "IoU": 0.9180672268907563, + "TN": 1040920, + "TP": 9614, + "n_pred": 10115, + "n_ref": 9971 + }, + "4": { + "Dice": 0.0, + "FN": 445, + "FP": 34, + "IoU": 0.0, + "TN": 1050913, + "TP": 0, + "n_pred": 34, + "n_ref": 445 + }, + "5": { + "Dice": 0.6553828439838802, + "FN": 2112, + "FP": 881, + "IoU": 0.4874122281212536, + "TN": 1045553, + "TP": 2846, + "n_pred": 3727, + "n_ref": 4958 + }, + "6": { + "Dice": 0.45671949234193826, + "FN": 80914, + "FP": 847, + "IoU": 0.29594068613943236, + "TN": 935264, + "TP": 34367, + "n_pred": 35214, + "n_ref": 115281 + }, + "7": { + "Dice": 0.5487805466199174, + "FN": 8668, + "FP": 84891, + "IoU": 0.37815131635793237, + "TN": 900939, + "TP": 56894, + "n_pred": 141785, + "n_ref": 65562 + }, + "8": { + "Dice": 0.9665261165132089, + "FN": 1608, + "FP": 726, + "IoU": 0.9352206494587844, + "TN": 1015362, + "TP": 33696, + "n_pred": 34422, + "n_ref": 35304 + }, + "9": { + "Dice": 0.8862034239677744, + "FN": 63, + "FP": 50, + "IoU": 0.7956600361663653, + "TN": 1050839, + "TP": 440, + "n_pred": 490, + "n_ref": 503 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0193.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0193.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 69, + "IoU": 0.0, + "TN": 876091, + "TP": 0, + "n_pred": 69, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9159164631701716, + "FN": 1317, + "FP": 990, + "IoU": 0.8448762775685853, + "TN": 861288, + "TP": 12565, + "n_pred": 13555, + "n_ref": 13882 + }, + "15": { + "Dice": 0.6918392635864755, + "FN": 9253, + "FP": 8155, + "IoU": 0.5288641099894449, + "TN": 839211, + "TP": 19541, + "n_pred": 27696, + "n_ref": 28794 + }, + "2": { + "Dice": 0.9839745599498365, + "FN": 961, + "FP": 828, + "IoU": 0.9684546480462689, + "TN": 819448, + "TP": 54923, + "n_pred": 55751, + "n_ref": 55884 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.06730065837600585, + "FN": 1275, + "FP": 0, + "IoU": 0.0348221044663134, + "TN": 874839, + "TP": 46, + "n_pred": 46, + "n_ref": 1321 + }, + "6": { + "Dice": 0.5528351399392855, + "FN": 227263, + "FP": 906, + "IoU": 0.38201255102068454, + "TN": 506947, + "TP": 141044, + "n_pred": 141950, + "n_ref": 368307 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 108474, + "IoU": 0.0, + "TN": 767686, + "TP": 0, + "n_pred": 108474, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8173831054729354, + "FN": 2357, + "FP": 1904, + "IoU": 0.6911647459592665, + "TN": 862363, + "TP": 9536, + "n_pred": 11440, + "n_ref": 11893 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0197.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0197.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 152, + "IoU": 0.0, + "TN": 876008, + "TP": 0, + "n_pred": 152, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 2238, + "IoU": 0.0, + "TN": 873922, + "TP": 0, + "n_pred": 2238, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 180, + "IoU": 0.0, + "TN": 875980, + "TP": 0, + "n_pred": 180, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 775, + "IoU": 0.0, + "TN": 875385, + "TP": 0, + "n_pred": 775, + "n_ref": 0 + }, + "8": { + "Dice": 0.9555535439485833, + "FN": 351, + "FP": 140, + "IoU": 0.9148899289304906, + "TN": 870391, + "TP": 5278, + "n_pred": 5418, + "n_ref": 5629 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0199.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0199.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 1051387, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "10": { + "Dice": 0.4713576359452586, + "FN": 12394, + "FP": 701, + "IoU": 0.30835049912850576, + "TN": 1032459, + "TP": 5838, + "n_pred": 6539, + "n_ref": 18232 + }, + "11": { + "Dice": 0.638260097647581, + "FN": 274, + "FP": 1356, + "IoU": 0.46870925684485004, + "TN": 1048324, + "TP": 1438, + "n_pred": 2794, + "n_ref": 1712 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7447720085688054, + "FN": 4598, + "FP": 5410, + "IoU": 0.5933360422592442, + "TN": 1026782, + "TP": 14602, + "n_pred": 20012, + "n_ref": 19200 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9647903799363653, + "FN": 1837, + "FP": 1173, + "IoU": 0.9319758638613302, + "TN": 1007143, + "TP": 41239, + "n_pred": 42412, + "n_ref": 43076 + }, + "3": { + "Dice": 0.9614393492502096, + "FN": 3160, + "FP": 1808, + "IoU": 0.9257421302801112, + "TN": 984490, + "TP": 61934, + "n_pred": 63742, + "n_ref": 65094 + }, + "4": { + "Dice": 0.0, + "FN": 95, + "FP": 10, + "IoU": 0.0, + "TN": 1051287, + "TP": 0, + "n_pred": 10, + "n_ref": 95 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9102877361639629, + "FN": 1438, + "FP": 5281, + "IoU": 0.83534687676134, + "TN": 1010585, + "TP": 34088, + "n_pred": 39369, + "n_ref": 35526 + }, + "7": { + "Dice": 0.9270547234784052, + "FN": 16317, + "FP": 1265, + "IoU": 0.8640279646729463, + "TN": 922086, + "TP": 111724, + "n_pred": 112989, + "n_ref": 128041 + }, + "8": { + "Dice": 0.845112285336856, + "FN": 1577, + "FP": 4051, + "IoU": 0.7317700886474121, + "TN": 1030410, + "TP": 15354, + "n_pred": 19405, + "n_ref": 16931 + }, + "9": { + "Dice": 0.9398945224209616, + "FN": 1962, + "FP": 2346, + "IoU": 0.8866047221710405, + "TN": 1013401, + "TP": 33683, + "n_pred": 36029, + "n_ref": 35645 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0272.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0272.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9483914209115282, + "FN": 75, + "FP": 79, + "IoU": 0.9018483110261313, + "TN": 1225055, + "TP": 1415, + "n_pred": 1494, + "n_ref": 1490 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.6423841059602649, + "FN": 18, + "FP": 90, + "IoU": 0.47317073170731705, + "TN": 1226419, + "TP": 97, + "n_pred": 187, + "n_ref": 115 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 1226617, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 528, + "FP": 1496, + "IoU": 0.0, + "TN": 1224600, + "TP": 0, + "n_pred": 1496, + "n_ref": 528 + }, + "14": { + "Dice": 0.7238001729901583, + "FN": 11278, + "FP": 537, + "IoU": 0.5671526963657679, + "TN": 1199328, + "TP": 15481, + "n_pred": 16018, + "n_ref": 26759 + }, + "15": { + "Dice": 0.5042088486834722, + "FN": 20992, + "FP": 1095, + "IoU": 0.3370850591271985, + "TN": 1193306, + "TP": 11231, + "n_pred": 12326, + "n_ref": 32223 + }, + "2": { + "Dice": 0.8273716951788491, + "FN": 9760, + "FP": 452, + "IoU": 0.7055702917771883, + "TN": 1191940, + "TP": 24472, + "n_pred": 24924, + "n_ref": 34232 + }, + "3": { + "Dice": 0.1218301597328761, + "FN": 384, + "FP": 9347, + "IoU": 0.0648664232173746, + "TN": 1216218, + "TP": 675, + "n_pred": 10022, + "n_ref": 1059 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.717201166180758, + "FN": 2400, + "FP": 25, + "IoU": 0.5590909090909091, + "TN": 1221124, + "TP": 3075, + "n_pred": 3100, + "n_ref": 5475 + }, + "6": { + "Dice": 0.9641183677077939, + "FN": 4242, + "FP": 1440, + "IoU": 0.9307225243239289, + "TN": 1144606, + "TP": 76336, + "n_pred": 77776, + "n_ref": 80578 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9508169901224974, + "FN": 934, + "FP": 1471, + "IoU": 0.9062451270856073, + "TN": 1200972, + "TP": 23247, + "n_pred": 24718, + "n_ref": 24181 + }, + "9": { + "Dice": 0.9379247847757136, + "FN": 1561, + "FP": 2001, + "IoU": 0.8831058020477816, + "TN": 1196152, + "TP": 26910, + "n_pred": 28911, + "n_ref": 28471 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0302.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0302.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9751136913401064, + "FN": 1382, + "FP": 1190, + "IoU": 0.9514359623118899, + "TN": 647967, + "TP": 50389, + "n_pred": 51579, + "n_ref": 51771 + }, + "10": { + "Dice": 0.8615930917601485, + "FN": 16, + "FP": 1699, + "IoU": 0.7568410605416135, + "TN": 693875, + "TP": 5338, + "n_pred": 7037, + "n_ref": 5354 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.2616842558690502, + "FN": 6713, + "FP": 143, + "IoU": 0.1505389666707967, + "TN": 692857, + "TP": 1215, + "n_pred": 1358, + "n_ref": 7928 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9133541414089302, + "FN": 1436, + "FP": 1923, + "IoU": 0.8405260409248445, + "TN": 679865, + "TP": 17704, + "n_pred": 19627, + "n_ref": 19140 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9432353697198184, + "FN": 861, + "FP": 4439, + "IoU": 0.8925690193375765, + "TN": 651594, + "TP": 44034, + "n_pred": 48473, + "n_ref": 44895 + }, + "7": { + "Dice": 0.6829624505169299, + "FN": 23092, + "FP": 1655, + "IoU": 0.5185595891210458, + "TN": 649526, + "TP": 26655, + "n_pred": 28310, + "n_ref": 49747 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0341.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0341.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.466730604733145, + "FN": 19921, + "FP": 652, + "IoU": 0.30440221801460643, + "TN": 1372280, + "TP": 9003, + "n_pred": 9655, + "n_ref": 28924 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 214, + "IoU": 0.0, + "TN": 1401642, + "TP": 0, + "n_pred": 214, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 9, + "IoU": 0.0, + "TN": 1401847, + "TP": 0, + "n_pred": 9, + "n_ref": 0 + }, + "14": { + "Dice": 0.7688337225021507, + "FN": 4645, + "FP": 998, + "IoU": 0.6244759433020562, + "TN": 1386829, + "TP": 9384, + "n_pred": 10382, + "n_ref": 14029 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.5084468641885828, + "FN": 41823, + "FP": 74826, + "IoU": 0.3408841776944027, + "TN": 1224878, + "TP": 60329, + "n_pred": 135155, + "n_ref": 102152 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 42811, + "IoU": 0.0, + "TN": 1359045, + "TP": 0, + "n_pred": 42811, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0349.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0349.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 115, + "FP": 14, + "IoU": 0.0, + "TN": 525567, + "TP": 0, + "n_pred": 14, + "n_ref": 115 + }, + "10": { + "Dice": 0.9015311838665505, + "FN": 550, + "FP": 241, + "IoU": 0.820716228467815, + "TN": 521284, + "TP": 3621, + "n_pred": 3862, + "n_ref": 4171 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 37, + "IoU": 0.0, + "TN": 525659, + "TP": 0, + "n_pred": 37, + "n_ref": 0 + }, + "12": { + "Dice": 0.8226622344269403, + "FN": 205, + "FP": 1022, + "IoU": 0.698747851706359, + "TN": 521623, + "TP": 2846, + "n_pred": 3868, + "n_ref": 3051 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 102, + "IoU": 0.0, + "TN": 525594, + "TP": 0, + "n_pred": 102, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 2188, + "IoU": 0.0, + "TN": 523508, + "TP": 0, + "n_pred": 2188, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 1546, + "IoU": 0.0, + "TN": 524150, + "TP": 0, + "n_pred": 1546, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 91, + "IoU": 0.0, + "TN": 525605, + "TP": 0, + "n_pred": 91, + "n_ref": 0 + }, + "3": { + "Dice": 0.9355900329102022, + "FN": 164, + "FP": 110, + "IoU": 0.8789752650176679, + "TN": 523432, + "TP": 1990, + "n_pred": 2100, + "n_ref": 2154 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 148, + "IoU": 0.0, + "TN": 525548, + "TP": 0, + "n_pred": 148, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7847831193235202, + "FN": 20154, + "FP": 1836, + "IoU": 0.6457967559557367, + "TN": 463613, + "TP": 40093, + "n_pred": 41929, + "n_ref": 60247 + }, + "7": { + "Dice": 0.8787462843949131, + "FN": 10791, + "FP": 2548, + "IoU": 0.7837176119596588, + "TN": 464022, + "TP": 48335, + "n_pred": 50883, + "n_ref": 59126 + }, + "8": { + "Dice": 0.9524182166263747, + "FN": 1685, + "FP": 1720, + "IoU": 0.9091588186644612, + "TN": 488213, + "TP": 34078, + "n_pred": 35798, + "n_ref": 35763 + }, + "9": { + "Dice": 0.0, + "FN": 31, + "FP": 0, + "IoU": 0.0, + "TN": 525665, + "TP": 0, + "n_pred": 0, + "n_ref": 31 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0351.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0351.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.909273686855994, + "FN": 1044, + "FP": 39, + "IoU": 0.8336405529953917, + "TN": 1395346, + "TP": 5427, + "n_pred": 5466, + "n_ref": 6471 + }, + "10": { + "Dice": 0.7647058823529411, + "FN": 11, + "FP": 21, + "IoU": 0.6190476190476191, + "TN": 1401772, + "TP": 52, + "n_pred": 73, + "n_ref": 63 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7002012072434608, + "FN": 1170, + "FP": 618, + "IoU": 0.5386996904024768, + "TN": 1397980, + "TP": 2088, + "n_pred": 2706, + "n_ref": 3258 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 7107, + "FP": 0, + "IoU": 0.0, + "TN": 1394749, + "TP": 0, + "n_pred": 0, + "n_ref": 7107 + }, + "3": { + "Dice": 0.4208536777445267, + "FN": 126, + "FP": 7228, + "IoU": 0.2665070815878715, + "TN": 1391830, + "TP": 2672, + "n_pred": 9900, + "n_ref": 2798 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 120, + "FP": 0, + "IoU": 0.0, + "TN": 1401736, + "TP": 0, + "n_pred": 0, + "n_ref": 120 + }, + "6": { + "Dice": 0.8081541125377286, + "FN": 36672, + "FP": 3880, + "IoU": 0.6780693049656651, + "TN": 1275891, + "TP": 85413, + "n_pred": 89293, + "n_ref": 122085 + }, + "7": { + "Dice": 0.656080303220516, + "FN": 40693, + "FP": 88064, + "IoU": 0.48818415623546624, + "TN": 1150287, + "TP": 122812, + "n_pred": 210876, + "n_ref": 163505 + }, + "8": { + "Dice": 0.9138792772010765, + "FN": 129, + "FP": 767, + "IoU": 0.8414159292035398, + "TN": 1396206, + "TP": 4754, + "n_pred": 5521, + "n_ref": 4883 + }, + "9": { + "Dice": 0.6976744186046512, + "FN": 16, + "FP": 10, + "IoU": 0.5357142857142857, + "TN": 1401800, + "TP": 30, + "n_pred": 40, + "n_ref": 46 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0362.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0362.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9790129035497314, + "FN": 1993, + "FP": 1351, + "IoU": 0.9588886156872387, + "TN": 1320516, + "TP": 77996, + "n_pred": 79347, + "n_ref": 79989 + }, + "10": { + "Dice": 0.8771046828382411, + "FN": 1874, + "FP": 2863, + "IoU": 0.7811099302250358, + "TN": 1380215, + "TP": 16904, + "n_pred": 19767, + "n_ref": 18778 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.2409340173359278, + "FN": 3162, + "FP": 1129, + "IoU": 0.13696701528559935, + "TN": 1396884, + "TP": 681, + "n_pred": 1810, + "n_ref": 3843 + }, + "14": { + "Dice": 0.03122476446837147, + "FN": 3599, + "FP": 0, + "IoU": 0.01585999453103637, + "TN": 1398199, + "TP": 58, + "n_pred": 58, + "n_ref": 3657 + }, + "15": { + "Dice": 0.14872480537818486, + "FN": 68069, + "FP": 56, + "IoU": 0.08033641125330741, + "TN": 1327780, + "TP": 5951, + "n_pred": 6007, + "n_ref": 74020 + }, + "2": { + "Dice": 0.9530311305297652, + "FN": 278, + "FP": 66, + "IoU": 0.9102764736567553, + "TN": 1398022, + "TP": 3490, + "n_pred": 3556, + "n_ref": 3768 + }, + "3": { + "Dice": 0.9511306559744767, + "FN": 1683, + "FP": 584, + "IoU": 0.9068151923709307, + "TN": 1377528, + "TP": 22061, + "n_pred": 22645, + "n_ref": 23744 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7545279383429673, + "FN": 143, + "FP": 494, + "IoU": 0.6058168316831684, + "TN": 1400240, + "TP": 979, + "n_pred": 1473, + "n_ref": 1122 + }, + "7": { + "Dice": 0.9059404017250088, + "FN": 1207, + "FP": 8477, + "IoU": 0.8280539772727272, + "TN": 1345536, + "TP": 46636, + "n_pred": 55113, + "n_ref": 47843 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0374.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0374.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.922122379118528, + "FN": 1513, + "FP": 307, + "IoU": 0.8554982135768162, + "TN": 1038797, + "TP": 10775, + "n_pred": 11082, + "n_ref": 12288 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8460643434754785, + "FN": 3568, + "FP": 1724, + "IoU": 0.7331988908495084, + "TN": 1031557, + "TP": 14543, + "n_pred": 16267, + "n_ref": 18111 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.929580772693467, + "FN": 1355, + "FP": 444, + "IoU": 0.8684268265925547, + "TN": 1037719, + "TP": 11874, + "n_pred": 12318, + "n_ref": 13229 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 458, + "IoU": 0.0, + "TN": 1050934, + "TP": 0, + "n_pred": 458, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8192277573640142, + "FN": 2118, + "FP": 883, + "IoU": 0.693806754412815, + "TN": 1041591, + "TP": 6800, + "n_pred": 7683, + "n_ref": 8918 + }, + "6": { + "Dice": 0.9158616775849094, + "FN": 2385, + "FP": 11255, + "IoU": 0.8447830490344459, + "TN": 963515, + "TP": 74237, + "n_pred": 85492, + "n_ref": 76622 + }, + "7": { + "Dice": 0.6646123812166856, + "FN": 3416, + "FP": 31631, + "IoU": 0.4976924840910394, + "TN": 981620, + "TP": 34725, + "n_pred": 66356, + "n_ref": 38141 + }, + "8": { + "Dice": 0.950199240107497, + "FN": 2232, + "FP": 455, + "IoU": 0.9051234066593694, + "TN": 1023071, + "TP": 25634, + "n_pred": 26089, + "n_ref": 27866 + }, + "9": { + "Dice": 0.9103075618108134, + "FN": 5316, + "FP": 394, + "IoU": 0.835380268696304, + "TN": 1016706, + "TP": 28976, + "n_pred": 29370, + "n_ref": 34292 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0398.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0398.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 16, + "IoU": 0.0, + "TN": 1577072, + "TP": 0, + "n_pred": 16, + "n_ref": 0 + }, + "10": { + "Dice": 0.07382753403933434, + "FN": 3054, + "FP": 7, + "IoU": 0.03832862079798932, + "TN": 1573905, + "TP": 122, + "n_pred": 129, + "n_ref": 3176 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 48, + "IoU": 0.0, + "TN": 1577040, + "TP": 0, + "n_pred": 48, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 23, + "IoU": 0.0, + "TN": 1577065, + "TP": 0, + "n_pred": 23, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.7078997859936536, + "FN": 63087, + "FP": 245, + "IoU": 0.5478675557205477, + "TN": 1437014, + "TP": 76742, + "n_pred": 76987, + "n_ref": 139829 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1963, + "IoU": 0.0, + "TN": 1575125, + "TP": 0, + "n_pred": 1963, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 1577081, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "6": { + "Dice": 0.961253288686917, + "FN": 1284, + "FP": 12000, + "IoU": 0.9253971908818789, + "TN": 1399025, + "TP": 164779, + "n_pred": 176779, + "n_ref": 166063 + }, + "7": { + "Dice": 0.6562894404711822, + "FN": 12141, + "FP": 7467, + "IoU": 0.4884157795867251, + "TN": 1538760, + "TP": 18720, + "n_pred": 26187, + "n_ref": 30861 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7587224623168547, + "FN": 8891, + "FP": 265, + "IoU": 0.6112432065217391, + "TN": 1553536, + "TP": 14396, + "n_pred": 14661, + "n_ref": 23287 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0410.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0410.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": 0.5222126451495634, + "FN": 2783.515555555556, + "FP": 2185.035555555555, + "IoU": 0.4373686170457333, + "TN": 1203558.4711111113, + "TP": 12255.91111111111, + "n_pred": 14440.946666666667, + "n_ref": 15039.426666666666 + }, + "mean": { + "1": { + "Dice": 0.5451859486027956, + "FN": 4331.2, + "FP": 428.0, + "IoU": 0.48032934234371877, + "TN": 1210714.2666666666, + "TP": 5309.466666666666, + "n_pred": 5737.466666666666, + "n_ref": 9640.666666666666 + }, + "10": { + "Dice": 0.5700347781156385, + "FN": 3054.8, + "FP": 2564.266666666667, + "IoU": 0.46753674475642565, + "TN": 1207650.5333333334, + "TP": 7513.333333333333, + "n_pred": 10077.6, + "n_ref": 10568.133333333333 + }, + "11": { + "Dice": 0.299111718392446, + "FN": 134.43333333333334, + "FP": 104.16666666666667, + "IoU": 0.23148682244547986, + "TN": 1220301.9333333333, + "TP": 242.4, + "n_pred": 346.56666666666666, + "n_ref": 376.8333333333333 + }, + "12": { + "Dice": 0.48573732806963155, + "FN": 241.1, + "FP": 129.36666666666667, + "IoU": 0.35944060906220987, + "TN": 1220135.3333333333, + "TP": 277.1333333333333, + "n_pred": 406.5, + "n_ref": 518.2333333333333 + }, + "13": { + "Dice": 0.43074994041476933, + "FN": 4073.266666666667, + "FP": 1542.3666666666666, + "IoU": 0.32189568265536234, + "TN": 1211384.1333333333, + "TP": 3783.1666666666665, + "n_pred": 5325.533333333334, + "n_ref": 7856.433333333333 + }, + "14": { + "Dice": 0.6514795569974694, + "FN": 2625.8, + "FP": 1380.0, + "IoU": 0.5738455979464764, + "TN": 1201754.3666666667, + "TP": 15022.766666666666, + "n_pred": 16402.766666666666, + "n_ref": 17648.566666666666 + }, + "15": { + "Dice": 0.544047992083691, + "FN": 1143.4, + "FP": 1764.7, + "IoU": 0.42841207849011786, + "TN": 1215832.1666666667, + "TP": 2042.6666666666667, + "n_pred": 3807.366666666667, + "n_ref": 3186.0666666666666 + }, + "2": { + "Dice": 0.4557531060943458, + "FN": 1385.0666666666666, + "FP": 410.53333333333336, + "IoU": 0.391830910172518, + "TN": 1211391.8666666667, + "TP": 7595.466666666666, + "n_pred": 8006.0, + "n_ref": 8980.533333333333 + }, + "3": { + "Dice": 0.41220591857666233, + "FN": 362.6333333333333, + "FP": 1221.2333333333333, + "IoU": 0.3802956146667438, + "TN": 1214634.6333333333, + "TP": 4564.433333333333, + "n_pred": 5785.666666666667, + "n_ref": 4927.066666666667 + }, + "4": { + "Dice": 0.26360120797189096, + "FN": 1376.6333333333334, + "FP": 675.2333333333333, + "IoU": 0.20563933520957234, + "TN": 1217068.6, + "TP": 1662.4666666666667, + "n_pred": 2337.7, + "n_ref": 3039.1 + }, + "5": { + "Dice": 0.5189266933068846, + "FN": 768.1666666666666, + "FP": 735.2, + "IoU": 0.3881309242337754, + "TN": 1218189.7, + "TP": 1089.8666666666666, + "n_pred": 1825.0666666666666, + "n_ref": 1858.0333333333333 + }, + "6": { + "Dice": 0.735935787634311, + "FN": 3296.266666666667, + "FP": 13547.266666666666, + "IoU": 0.6835850472187903, + "TN": 1123846.7333333334, + "TP": 80092.66666666667, + "n_pred": 93639.93333333333, + "n_ref": 83388.93333333333 + }, + "7": { + "Dice": 0.5207654877766172, + "FN": 16165.733333333334, + "FP": 6038.066666666667, + "IoU": 0.4439422576590925, + "TN": 1158842.0, + "TP": 39737.13333333333, + "n_pred": 45775.2, + "n_ref": 55902.86666666667 + }, + "8": { + "Dice": 0.744757309188173, + "FN": 1093.6, + "FP": 979.5333333333333, + "IoU": 0.6697905707338865, + "TN": 1208990.4, + "TP": 9719.4, + "n_pred": 10698.933333333332, + "n_ref": 10813.0 + }, + "9": { + "Dice": 0.6548969040181266, + "FN": 1700.6333333333334, + "FP": 1255.6, + "IoU": 0.5343677180918309, + "TN": 1212640.4, + "TP": 5186.3, + "n_pred": 6441.9, + "n_ref": 6886.933333333333 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.6602739726027397, + "FN": 248, + "FP": 0, + "IoU": 0.49284253578732107, + "TN": 1401367, + "TP": 241, + "n_pred": 241, + "n_ref": 489 + }, + "10": { + "Dice": 0.01927525057825752, + "FN": 168, + "FP": 2376, + "IoU": 0.00973141300116777, + "TN": 1399287, + "TP": 25, + "n_pred": 2401, + "n_ref": 193 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8869370808048547, + "FN": 1097, + "FP": 319, + "IoU": 0.7968436154949785, + "TN": 1394886, + "TP": 5554, + "n_pred": 5873, + "n_ref": 6651 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 769, + "IoU": 0.0, + "TN": 1401087, + "TP": 0, + "n_pred": 769, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9334842626169535, + "FN": 1013, + "FP": 5627, + "IoU": 0.8752653429263803, + "TN": 1348623, + "TP": 46593, + "n_pred": 52220, + "n_ref": 47606 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1555, + "IoU": 0.0, + "TN": 1400301, + "TP": 0, + "n_pred": 1555, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 273, + "FP": 0, + "IoU": 0.0, + "TN": 1401583, + "TP": 0, + "n_pred": 0, + "n_ref": 273 + }, + "6": { + "Dice": 0.8228165772361106, + "FN": 3047, + "FP": 22511, + "IoU": 0.6989705778426892, + "TN": 1316954, + "TP": 59344, + "n_pred": 81855, + "n_ref": 62391 + }, + "7": { + "Dice": 0.8114501679731243, + "FN": 66847, + "FP": 503, + "IoU": 0.682722883052644, + "TN": 1189581, + "TP": 144925, + "n_pred": 145428, + "n_ref": 211772 + }, + "8": { + "Dice": 0.0, + "FN": 3490, + "FP": 0, + "IoU": 0.0, + "TN": 1398366, + "TP": 0, + "n_pred": 0, + "n_ref": 3490 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 1401854, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0015.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0015.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.347140583432449, + "FN": 113432, + "FP": 191, + "IoU": 0.21002426458830153, + "TN": 732329, + "TP": 30208, + "n_pred": 30399, + "n_ref": 143640 + }, + "10": { + "Dice": 0.02326544921439271, + "FN": 30418, + "FP": 229, + "IoU": 0.011769637559654328, + "TN": 845148, + "TP": 365, + "n_pred": 594, + "n_ref": 30783 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.32848599863186, + "FN": 29970, + "FP": 461, + "IoU": 0.1965200401330728, + "TN": 838286, + "TP": 7443, + "n_pred": 7904, + "n_ref": 37413 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 998, + "IoU": 0.0, + "TN": 875162, + "TP": 0, + "n_pred": 998, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 1122, + "FP": 0, + "IoU": 0.0, + "TN": 875038, + "TP": 0, + "n_pred": 0, + "n_ref": 1122 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 228, + "IoU": 0.0, + "TN": 875932, + "TP": 0, + "n_pred": 228, + "n_ref": 0 + }, + "5": { + "Dice": 0.5184634974533107, + "FN": 4229, + "FP": 4847, + "IoU": 0.34994986391634436, + "TN": 862198, + "TP": 4886, + "n_pred": 9733, + "n_ref": 9115 + }, + "6": { + "Dice": 0.015091797817241787, + "FN": 475, + "FP": 107728, + "IoU": 0.007603272433780908, + "TN": 767128, + "TP": 829, + "n_pred": 108557, + "n_ref": 1304 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 7153, + "IoU": 0.0, + "TN": 869007, + "TP": 0, + "n_pred": 7153, + "n_ref": 0 + }, + "8": { + "Dice": 0.9115257621131844, + "FN": 917, + "FP": 4844, + "IoU": 0.8374343924600711, + "TN": 840722, + "TP": 29677, + "n_pred": 34521, + "n_ref": 30594 + }, + "9": { + "Dice": 0.7709240999770695, + "FN": 1764, + "FP": 1233, + "IoU": 0.6272388059701492, + "TN": 868120, + "TP": 5043, + "n_pred": 6276, + "n_ref": 6807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0021.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0021.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7738677093515803, + "FN": 2101, + "FP": 2063, + "IoU": 0.6311453627424927, + "TN": 864871, + "TP": 7125, + "n_pred": 9188, + "n_ref": 9226 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6375764313507504, + "FN": 1207, + "FP": 97, + "IoU": 0.4679722562219502, + "TN": 873709, + "TP": 1147, + "n_pred": 1244, + "n_ref": 2354 + }, + "13": { + "Dice": 0.6148336781792137, + "FN": 4283, + "FP": 557, + "IoU": 0.4438699299092267, + "TN": 867457, + "TP": 3863, + "n_pred": 4420, + "n_ref": 8146 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 15, + "IoU": 0.0, + "TN": 876145, + "TP": 0, + "n_pred": 15, + "n_ref": 0 + }, + "3": { + "Dice": 0.9024704367170121, + "FN": 402, + "FP": 431, + "IoU": 0.8222743759334329, + "TN": 871473, + "TP": 3854, + "n_pred": 4285, + "n_ref": 4256 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 58, + "FP": 2423, + "IoU": 0.0, + "TN": 873679, + "TP": 0, + "n_pred": 2423, + "n_ref": 58 + }, + "6": { + "Dice": 0.977695988222304, + "FN": 4399, + "FP": 146, + "IoU": 0.9563652073732719, + "TN": 772000, + "TP": 99615, + "n_pred": 99761, + "n_ref": 104014 + }, + "7": { + "Dice": 0.7980329212485486, + "FN": 2782, + "FP": 175, + "IoU": 0.6639390839868167, + "TN": 867361, + "TP": 5842, + "n_pred": 6017, + "n_ref": 8624 + }, + "8": { + "Dice": 0.8408795432705896, + "FN": 4557, + "FP": 1073, + "IoU": 0.7254462108651126, + "TN": 855654, + "TP": 14876, + "n_pred": 15949, + "n_ref": 19433 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0027.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0027.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.3877118644067797, + "FN": 1457, + "FP": 277, + "IoU": 0.240473061760841, + "TN": 1049109, + "TP": 549, + "n_pred": 826, + "n_ref": 2006 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.22795115332428764, + "FN": 681, + "FP": 457, + "IoU": 0.12863705972434916, + "TN": 1050086, + "TP": 168, + "n_pred": 625, + "n_ref": 849 + }, + "14": { + "Dice": 0.9413762981655829, + "FN": 4273, + "FP": 559, + "IoU": 0.8892454387090859, + "TN": 1007764, + "TP": 38796, + "n_pred": 39355, + "n_ref": 43069 + }, + "15": { + "Dice": 0.5235382811191154, + "FN": 5600, + "FP": 88, + "IoU": 0.3545898105072053, + "TN": 1042579, + "TP": 3125, + "n_pred": 3213, + "n_ref": 8725 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8974560713349069, + "FN": 367, + "FP": 24, + "IoU": 0.8139866793529972, + "TN": 1049290, + "TP": 1711, + "n_pred": 1735, + "n_ref": 2078 + }, + "7": { + "Dice": 0.8931367171918628, + "FN": 10275, + "FP": 6871, + "IoU": 0.8069078910323547, + "TN": 962595, + "TP": 71651, + "n_pred": 78522, + "n_ref": 81926 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0042.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0042.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9760847283908438, + "FN": 667, + "FP": 313, + "IoU": 0.9532866199532867, + "TN": 1030413, + "TP": 19999, + "n_pred": 20312, + "n_ref": 20666 + }, + "10": { + "Dice": 0.816726396091026, + "FN": 10848, + "FP": 11807, + "IoU": 0.6902261601990866, + "TN": 978258, + "TP": 50479, + "n_pred": 62286, + "n_ref": 61327 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6729963697291259, + "FN": 1427, + "FP": 915, + "IoU": 0.5071548821548821, + "TN": 1046640, + "TP": 2410, + "n_pred": 3325, + "n_ref": 3837 + }, + "13": { + "Dice": 0.6135656259175883, + "FN": 8698, + "FP": 11043, + "IoU": 0.4425493462852625, + "TN": 1015979, + "TP": 15672, + "n_pred": 26715, + "n_ref": 24370 + }, + "14": { + "Dice": 0.736710051748471, + "FN": 6078, + "FP": 5675, + "IoU": 0.5831678252234359, + "TN": 1023196, + "TP": 16443, + "n_pred": 22118, + "n_ref": 22521 + }, + "15": { + "Dice": 0.5390531034734118, + "FN": 693, + "FP": 11954, + "IoU": 0.3689751521804211, + "TN": 1031350, + "TP": 7395, + "n_pred": 19349, + "n_ref": 8088 + }, + "2": { + "Dice": 0.36619718309859156, + "FN": 26, + "FP": 19, + "IoU": 0.22413793103448276, + "TN": 1051334, + "TP": 13, + "n_pred": 32, + "n_ref": 39 + }, + "3": { + "Dice": 0.8389904264577894, + "FN": 182, + "FP": 3, + "IoU": 0.7226386806596702, + "TN": 1050725, + "TP": 482, + "n_pred": 485, + "n_ref": 664 + }, + "4": { + "Dice": 0.0, + "FN": 24, + "FP": 0, + "IoU": 0.0, + "TN": 1051368, + "TP": 0, + "n_pred": 0, + "n_ref": 24 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9577140808675261, + "FN": 4601, + "FP": 6723, + "IoU": 0.9188592719977071, + "TN": 911832, + "TP": 128236, + "n_pred": 134959, + "n_ref": 132837 + }, + "7": { + "Dice": 0.9247259627850014, + "FN": 10987, + "FP": 2658, + "IoU": 0.8599909704693304, + "TN": 953934, + "TP": 83813, + "n_pred": 86471, + "n_ref": 94800 + }, + "8": { + "Dice": 0.8640279394644936, + "FN": 1087, + "FP": 1249, + "IoU": 0.760606681697069, + "TN": 1041634, + "TP": 7422, + "n_pred": 8671, + "n_ref": 8509 + }, + "9": { + "Dice": 0.732520325203252, + "FN": 1198, + "FP": 8014, + "IoU": 0.5779345734445157, + "TN": 1029566, + "TP": 12614, + "n_pred": 20628, + "n_ref": 13812 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0043.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0043.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1888, + "IoU": 0.0, + "TN": 1399968, + "TP": 0, + "n_pred": 1888, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9191575929907299, + "FN": 2047, + "FP": 1450, + "IoU": 0.8504085211960474, + "TN": 1378479, + "TP": 19880, + "n_pred": 21330, + "n_ref": 21927 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9664698137522307, + "FN": 7398, + "FP": 2203, + "IoU": 0.9351152260593364, + "TN": 1253886, + "TP": 138369, + "n_pred": 140572, + "n_ref": 145767 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 77, + "IoU": 0.0, + "TN": 1401779, + "TP": 0, + "n_pred": 77, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0045.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0045.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9165877179338527, + "FN": 5015, + "FP": 884, + "IoU": 0.8460193161054554, + "TN": 1013082, + "TP": 32411, + "n_pred": 33295, + "n_ref": 37426 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9266585994633556, + "FN": 1821, + "FP": 3755, + "IoU": 0.8633400323513554, + "TN": 1010590, + "TP": 35226, + "n_pred": 38981, + "n_ref": 37047 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 13196, + "IoU": 0.0, + "TN": 1038196, + "TP": 0, + "n_pred": 13196, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0015220700152207, + "FN": 412, + "FP": 8772, + "IoU": 0.0007616146230007616, + "TN": 1042201, + "TP": 7, + "n_pred": 8779, + "n_ref": 419 + }, + "7": { + "Dice": 0.5175767584637592, + "FN": 76322, + "FP": 213, + "IoU": 0.34914236633755985, + "TN": 933801, + "TP": 41056, + "n_pred": 41269, + "n_ref": 117378 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0049.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0049.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 575, + "FP": 0, + "IoU": 0.0, + "TN": 1050817, + "TP": 0, + "n_pred": 0, + "n_ref": 575 + }, + "11": { + "Dice": 0.0, + "FN": 282, + "FP": 0, + "IoU": 0.0, + "TN": 1051110, + "TP": 0, + "n_pred": 0, + "n_ref": 282 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 194, + "IoU": 0.0, + "TN": 1051198, + "TP": 0, + "n_pred": 194, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 408, + "IoU": 0.0, + "TN": 1050984, + "TP": 0, + "n_pred": 408, + "n_ref": 0 + }, + "5": { + "Dice": 0.6885708906044059, + "FN": 3147, + "FP": 161, + "IoU": 0.5250538406317301, + "TN": 1044427, + "TP": 3657, + "n_pred": 3818, + "n_ref": 6804 + }, + "6": { + "Dice": 0.9413445222951993, + "FN": 5085, + "FP": 15241, + "IoU": 0.88918873242508, + "TN": 867963, + "TP": 163103, + "n_pred": 178344, + "n_ref": 168188 + }, + "7": { + "Dice": 0.18222387504648568, + "FN": 2099, + "FP": 100, + "IoU": 0.10024549918166939, + "TN": 1048948, + "TP": 245, + "n_pred": 345, + "n_ref": 2344 + }, + "8": { + "Dice": 0.8641896220371557, + "FN": 3689, + "FP": 551, + "IoU": 0.7608573040045121, + "TN": 1033662, + "TP": 13490, + "n_pred": 14041, + "n_ref": 17179 + }, + "9": { + "Dice": 0.6366328378805739, + "FN": 9903, + "FP": 2736, + "IoU": 0.4669562650246721, + "TN": 1027681, + "TP": 11072, + "n_pred": 13808, + "n_ref": 20975 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0057.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0057.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8941129194293751, + "FN": 782, + "FP": 272, + "IoU": 0.8085029069767442, + "TN": 695424, + "TP": 4450, + "n_pred": 4722, + "n_ref": 5232 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 58, + "IoU": 0.0, + "TN": 700870, + "TP": 0, + "n_pred": 58, + "n_ref": 0 + }, + "14": { + "Dice": 0.9382831263295135, + "FN": 3569, + "FP": 5425, + "IoU": 0.8837413717328921, + "TN": 623566, + "TP": 68368, + "n_pred": 73793, + "n_ref": 71937 + }, + "15": { + "Dice": 0.8795515734651542, + "FN": 1418, + "FP": 1311, + "IoU": 0.7849996060820925, + "TN": 688235, + "TP": 9964, + "n_pred": 11275, + "n_ref": 11382 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6675110829639012, + "FN": 1428, + "FP": 672, + "IoU": 0.5009505703422054, + "TN": 696720, + "TP": 2108, + "n_pred": 2780, + "n_ref": 3536 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 273, + "IoU": 0.0, + "TN": 700655, + "TP": 0, + "n_pred": 273, + "n_ref": 0 + }, + "7": { + "Dice": 0.9323803998101166, + "FN": 262, + "FP": 2302, + "IoU": 0.8733264166790178, + "TN": 680687, + "TP": 17677, + "n_pred": 19979, + "n_ref": 17939 + }, + "8": { + "Dice": 0.9331839358377071, + "FN": 1314, + "FP": 2085, + "IoU": 0.8747374239911553, + "TN": 673793, + "TP": 23736, + "n_pred": 25821, + "n_ref": 25050 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0094.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0094.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.46511627906976744, + "FN": 0, + "FP": 46, + "IoU": 0.30303030303030304, + "TN": 1226558, + "TP": 20, + "n_pred": 66, + "n_ref": 20 + }, + "10": { + "Dice": 0.837865055387714, + "FN": 130, + "FP": 353, + "IoU": 0.7209705372616985, + "TN": 1224893, + "TP": 1248, + "n_pred": 1601, + "n_ref": 1378 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 37, + "IoU": 0.0, + "TN": 1226587, + "TP": 0, + "n_pred": 37, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.42943119598171864, + "FN": 12035, + "FP": 574, + "IoU": 0.27342399446813415, + "TN": 1209270, + "TP": 4745, + "n_pred": 5319, + "n_ref": 16780 + }, + "15": { + "Dice": 0.6388430800456679, + "FN": 659, + "FP": 2188, + "IoU": 0.46933830382106245, + "TN": 1221259, + "TP": 2518, + "n_pred": 4706, + "n_ref": 3177 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.5208535402521823, + "FN": 652, + "FP": 336, + "IoU": 0.3521311475409836, + "TN": 1225099, + "TP": 537, + "n_pred": 873, + "n_ref": 1189 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9805520778889281, + "FN": 1351, + "FP": 1849, + "IoU": 0.9618461685207044, + "TN": 1142753, + "TP": 80671, + "n_pred": 82520, + "n_ref": 82022 + }, + "7": { + "Dice": 0.750396483573102, + "FN": 19016, + "FP": 11989, + "IoU": 0.60050765999665, + "TN": 1149013, + "TP": 46606, + "n_pred": 58595, + "n_ref": 65622 + }, + "8": { + "Dice": 0.753272623790552, + "FN": 3462, + "FP": 6, + "IoU": 0.6041999543483223, + "TN": 1217862, + "TP": 5294, + "n_pred": 5300, + "n_ref": 8756 + }, + "9": { + "Dice": 0.5965055686114233, + "FN": 1611, + "FP": 2338, + "IoU": 0.42501456027955736, + "TN": 1219756, + "TP": 2919, + "n_pred": 5257, + "n_ref": 4530 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0105.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0105.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 2278015, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "10": { + "Dice": 0.6027771567677671, + "FN": 1428, + "FP": 14563, + "IoU": 0.4314108946095861, + "TN": 2249892, + "TP": 12133, + "n_pred": 26696, + "n_ref": 13561 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 118, + "IoU": 0.0, + "TN": 2277898, + "TP": 0, + "n_pred": 118, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 341, + "IoU": 0.0, + "TN": 2277675, + "TP": 0, + "n_pred": 341, + "n_ref": 0 + }, + "13": { + "Dice": 0.4758400784890851, + "FN": 12173, + "FP": 9197, + "IoU": 0.312198261989057, + "TN": 2246946, + "TP": 9700, + "n_pred": 18897, + "n_ref": 21873 + }, + "14": { + "Dice": 0.0, + "FN": 15981, + "FP": 1555, + "IoU": 0.0, + "TN": 2260480, + "TP": 0, + "n_pred": 1555, + "n_ref": 15981 + }, + "15": { + "Dice": 0.008126410835214447, + "FN": 4394, + "FP": 0, + "IoU": 0.004079782411604714, + "TN": 2273604, + "TP": 18, + "n_pred": 18, + "n_ref": 4412 + }, + "2": { + "Dice": 0.5249256603113521, + "FN": 5346, + "FP": 86, + "IoU": 0.35586386813708054, + "TN": 2269583, + "TP": 3001, + "n_pred": 3087, + "n_ref": 8347 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 5102, + "IoU": 0.0, + "TN": 2272914, + "TP": 0, + "n_pred": 5102, + "n_ref": 0 + }, + "4": { + "Dice": 0.6010701077976237, + "FN": 9509, + "FP": 631, + "IoU": 0.42966421058552223, + "TN": 2260237, + "TP": 7639, + "n_pred": 8270, + "n_ref": 17148 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7685734566103669, + "FN": 735, + "FP": 100989, + "IoU": 0.6241326051773957, + "TN": 2007378, + "TP": 168914, + "n_pred": 269903, + "n_ref": 169649 + }, + "7": { + "Dice": 0.6250992242882668, + "FN": 79523, + "FP": 42800, + "IoU": 0.4546504266569179, + "TN": 2053714, + "TP": 101979, + "n_pred": 144779, + "n_ref": 181502 + }, + "8": { + "Dice": 0.9437378175691301, + "FN": 308, + "FP": 1395, + "IoU": 0.8934692856249218, + "TN": 2262030, + "TP": 14283, + "n_pred": 15678, + "n_ref": 14591 + }, + "9": { + "Dice": 0.8293971331128035, + "FN": 253, + "FP": 6400, + "IoU": 0.7085213581599124, + "TN": 2255191, + "TP": 16172, + "n_pred": 22572, + "n_ref": 16425 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0111.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0111.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6620153124228204, + "FN": 5436, + "FP": 38, + "IoU": 0.4947854176280572, + "TN": 2091949, + "TP": 5361, + "n_pred": 5399, + "n_ref": 10797 + }, + "10": { + "Dice": 0.6624203821656051, + "FN": 0, + "FP": 318, + "IoU": 0.49523809523809526, + "TN": 2102154, + "TP": 312, + "n_pred": 630, + "n_ref": 312 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.45414107180682056, + "FN": 383, + "FP": 2194, + "IoU": 0.2937791175664566, + "TN": 2099135, + "TP": 1072, + "n_pred": 3266, + "n_ref": 1455 + }, + "14": { + "Dice": 0.6333333333333333, + "FN": 199, + "FP": 197, + "IoU": 0.4634146341463415, + "TN": 2102046, + "TP": 342, + "n_pred": 539, + "n_ref": 541 + }, + "15": { + "Dice": 0.400761475005288, + "FN": 621, + "FP": 7878, + "IoU": 0.2505951856097346, + "TN": 2091443, + "TP": 2842, + "n_pred": 10720, + "n_ref": 3463 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8122568093385214, + "FN": 1391, + "FP": 4399, + "IoU": 0.6838656838656839, + "TN": 2084469, + "TP": 12525, + "n_pred": 16924, + "n_ref": 13916 + }, + "5": { + "Dice": 0.6545719755675085, + "FN": 2692, + "FP": 1097, + "IoU": 0.48651578804716084, + "TN": 2095405, + "TP": 3590, + "n_pred": 4687, + "n_ref": 6282 + }, + "6": { + "Dice": 0.9126426197541659, + "FN": 16284, + "FP": 6295, + "IoU": 0.8393216768785181, + "TN": 1962261, + "TP": 117944, + "n_pred": 124239, + "n_ref": 134228 + }, + "7": { + "Dice": 0.5061435891784671, + "FN": 142, + "FP": 8821, + "IoU": 0.338816760106226, + "TN": 2089228, + "TP": 4593, + "n_pred": 13414, + "n_ref": 4735 + }, + "8": { + "Dice": 0.9529812606473594, + "FN": 2163, + "FP": 45, + "IoU": 0.9101854864952815, + "TN": 2078200, + "TP": 22376, + "n_pred": 22421, + "n_ref": 24539 + }, + "9": { + "Dice": 0.46435845213849286, + "FN": 554, + "FP": 235, + "IoU": 0.30238726790450926, + "TN": 2101653, + "TP": 342, + "n_pred": 577, + "n_ref": 896 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0124.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0124.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8976157082748948, + "FN": 42, + "FP": 104, + "IoU": 0.8142493638676844, + "TN": 1225838, + "TP": 640, + "n_pred": 744, + "n_ref": 682 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8244422890397672, + "FN": 152, + "FP": 29, + "IoU": 0.7013201320132013, + "TN": 1226018, + "TP": 425, + "n_pred": 454, + "n_ref": 577 + }, + "14": { + "Dice": 0.9646563059423665, + "FN": 2673, + "FP": 1789, + "IoU": 0.9317256786118677, + "TN": 1161270, + "TP": 60892, + "n_pred": 62681, + "n_ref": 63565 + }, + "15": { + "Dice": 0.8928571428571429, + "FN": 95, + "FP": 277, + "IoU": 0.8064516129032258, + "TN": 1224702, + "TP": 1550, + "n_pred": 1827, + "n_ref": 1645 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 1181, + "IoU": 0.0, + "TN": 1225443, + "TP": 0, + "n_pred": 1181, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 6797, + "IoU": 0.0, + "TN": 1219827, + "TP": 0, + "n_pred": 6797, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0195.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0195.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.2625994694960212, + "FN": 107, + "FP": 449, + "IoU": 0.15114503816793892, + "TN": 1576433, + "TP": 99, + "n_pred": 548, + "n_ref": 206 + }, + "11": { + "Dice": 0.7632719393282773, + "FN": 1818, + "FP": 804, + "IoU": 0.6171703898379326, + "TN": 1570239, + "TP": 4227, + "n_pred": 5031, + "n_ref": 6045 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9075786486618719, + "FN": 894, + "FP": 995, + "IoU": 0.8307954138301684, + "TN": 1565924, + "TP": 9275, + "n_pred": 10270, + "n_ref": 10169 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9481526531853428, + "FN": 1379, + "FP": 1349, + "IoU": 0.9014165943914426, + "TN": 1549416, + "TP": 24944, + "n_pred": 26293, + "n_ref": 26323 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7436293436293436, + "FN": 1562, + "FP": 430, + "IoU": 0.5918869084204057, + "TN": 1572207, + "TP": 2889, + "n_pred": 3319, + "n_ref": 4451 + }, + "6": { + "Dice": 0.9829229380313437, + "FN": 3290, + "FP": 5241, + "IoU": 0.9664193351571572, + "TN": 1323043, + "TP": 245514, + "n_pred": 250755, + "n_ref": 248804 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 49, + "IoU": 0.0, + "TN": 1577039, + "TP": 0, + "n_pred": 49, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8966547462767643, + "FN": 1772, + "FP": 511, + "IoU": 0.8126692377123164, + "TN": 1564901, + "TP": 9904, + "n_pred": 10415, + "n_ref": 11676 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0214.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0214.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 747, + "FP": 0, + "IoU": 0.0, + "TN": 1050645, + "TP": 0, + "n_pred": 0, + "n_ref": 747 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 924, + "IoU": 0.0, + "TN": 1050468, + "TP": 0, + "n_pred": 924, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.3973732951675366, + "FN": 7134, + "FP": 24, + "IoU": 0.2479512502626602, + "TN": 1041874, + "TP": 2360, + "n_pred": 2384, + "n_ref": 9494 + }, + "6": { + "Dice": 0.9692220200181983, + "FN": 1002, + "FP": 1704, + "IoU": 0.9402820382671639, + "TN": 1006079, + "TP": 42607, + "n_pred": 44311, + "n_ref": 43609 + }, + "7": { + "Dice": 0.8460388639760837, + "FN": 5, + "FP": 201, + "IoU": 0.7331606217616581, + "TN": 1050620, + "TP": 566, + "n_pred": 767, + "n_ref": 571 + }, + "8": { + "Dice": 0.9612357047378584, + "FN": 2168, + "FP": 442, + "IoU": 0.9253645982270517, + "TN": 1016422, + "TP": 32360, + "n_pred": 32802, + "n_ref": 34528 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0215.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0215.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9391079030168425, + "FN": 658, + "FP": 0, + "IoU": 0.8852058618283322, + "TN": 1571356, + "TP": 5074, + "n_pred": 5074, + "n_ref": 5732 + }, + "10": { + "Dice": 0.6031083530122467, + "FN": 6786, + "FP": 441, + "IoU": 0.43175027520050324, + "TN": 1564370, + "TP": 5491, + "n_pred": 5932, + "n_ref": 12277 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.12308786908573462, + "FN": 9808, + "FP": 52, + "IoU": 0.06557998483699773, + "TN": 1566536, + "TP": 692, + "n_pred": 744, + "n_ref": 10500 + }, + "14": { + "Dice": 0.8325376519927202, + "FN": 4804, + "FP": 7894, + "IoU": 0.7131173467082373, + "TN": 1532826, + "TP": 31564, + "n_pred": 39458, + "n_ref": 36368 + }, + "15": { + "Dice": 0.8614733873810363, + "FN": 259, + "FP": 134, + "IoU": 0.756656346749226, + "TN": 1575473, + "TP": 1222, + "n_pred": 1356, + "n_ref": 1481 + }, + "2": { + "Dice": 0.9813978722902366, + "FN": 3067, + "FP": 876, + "IoU": 0.9634751838746133, + "TN": 1469134, + "TP": 104011, + "n_pred": 104887, + "n_ref": 107078 + }, + "3": { + "Dice": 0.13612565445026178, + "FN": 330, + "FP": 0, + "IoU": 0.07303370786516854, + "TN": 1576732, + "TP": 26, + "n_pred": 26, + "n_ref": 356 + }, + "4": { + "Dice": 0.27876682587928786, + "FN": 677, + "FP": 2645, + "IoU": 0.16195761856710394, + "TN": 1573124, + "TP": 642, + "n_pred": 3287, + "n_ref": 1319 + }, + "5": { + "Dice": 0.8059701492537313, + "FN": 13, + "FP": 0, + "IoU": 0.675, + "TN": 1577048, + "TP": 27, + "n_pred": 27, + "n_ref": 40 + }, + "6": { + "Dice": 0.9552338437147982, + "FN": 788, + "FP": 285, + "IoU": 0.914303969331523, + "TN": 1564567, + "TP": 11448, + "n_pred": 11733, + "n_ref": 12236 + }, + "7": { + "Dice": 0.9077451470556268, + "FN": 4920, + "FP": 3568, + "IoU": 0.8310744920094733, + "TN": 1526841, + "TP": 41759, + "n_pred": 45327, + "n_ref": 46679 + }, + "8": { + "Dice": 0.6666666666666666, + "FN": 1408, + "FP": 1682, + "IoU": 0.5, + "TN": 1570908, + "TP": 3090, + "n_pred": 4772, + "n_ref": 4498 + }, + "9": { + "Dice": 0.871433933933934, + "FN": 832, + "FP": 538, + "IoU": 0.7721603193081656, + "TN": 1571075, + "TP": 4643, + "n_pred": 5181, + "n_ref": 5475 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0263.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0263.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9664315251763561, + "FN": 174, + "FP": 102, + "IoU": 0.9350435396563898, + "TN": 696679, + "TP": 3973, + "n_pred": 4075, + "n_ref": 4147 + }, + "10": { + "Dice": 0.7078530625520929, + "FN": 9854, + "FP": 4517, + "IoU": 0.5478115855385293, + "TN": 669147, + "TP": 17410, + "n_pred": 21927, + "n_ref": 27264 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5263157894736842, + "FN": 1788, + "FP": 1623, + "IoU": 0.35714285714285715, + "TN": 695622, + "TP": 1895, + "n_pred": 3518, + "n_ref": 3683 + }, + "13": { + "Dice": 0.6812305565157276, + "FN": 62, + "FP": 4549, + "IoU": 0.5165653176766618, + "TN": 691390, + "TP": 4927, + "n_pred": 9476, + "n_ref": 4989 + }, + "14": { + "Dice": 0.952629968198209, + "FN": 6615, + "FP": 505, + "IoU": 0.9095448020022106, + "TN": 622215, + "TP": 71593, + "n_pred": 72098, + "n_ref": 78208 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 152, + "IoU": 0.0, + "TN": 700776, + "TP": 0, + "n_pred": 152, + "n_ref": 0 + }, + "3": { + "Dice": 0.9528256474439203, + "FN": 805, + "FP": 1155, + "IoU": 0.9099016272869357, + "TN": 679174, + "TP": 19794, + "n_pred": 20949, + "n_ref": 20599 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.4942581534221406, + "FN": 658, + "FP": 8150, + "IoU": 0.3282489322757779, + "TN": 687816, + "TP": 4304, + "n_pred": 12454, + "n_ref": 4962 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 18, + "IoU": 0.0, + "TN": 700910, + "TP": 0, + "n_pred": 18, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 10748, + "IoU": 0.0, + "TN": 690180, + "TP": 0, + "n_pred": 10748, + "n_ref": 0 + }, + "8": { + "Dice": 0.9445365630932642, + "FN": 2519, + "FP": 2097, + "IoU": 0.8949022107875504, + "TN": 657007, + "TP": 39305, + "n_pred": 41402, + "n_ref": 41824 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 94, + "IoU": 0.0, + "TN": 700834, + "TP": 0, + "n_pred": 94, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0274.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0274.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6594874289631383, + "FN": 8720, + "FP": 6679, + "IoU": 0.49196661278083864, + "TN": 1021081, + "TP": 14912, + "n_pred": 21591, + "n_ref": 23632 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6701030927835051, + "FN": 28, + "FP": 36, + "IoU": 0.5038759689922481, + "TN": 1051263, + "TP": 65, + "n_pred": 101, + "n_ref": 93 + }, + "13": { + "Dice": 0.5944317756373166, + "FN": 20753, + "FP": 3079, + "IoU": 0.42291207593771946, + "TN": 1010095, + "TP": 17465, + "n_pred": 20544, + "n_ref": 38218 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8478932812754189, + "FN": 816, + "FP": 119, + "IoU": 0.735950296526405, + "TN": 1047851, + "TP": 2606, + "n_pred": 2725, + "n_ref": 3422 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 31, + "IoU": 0.0, + "TN": 1051361, + "TP": 0, + "n_pred": 31, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2913, + "IoU": 0.0, + "TN": 1048479, + "TP": 0, + "n_pred": 2913, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.948475625809577, + "FN": 20956, + "FP": 3507, + "IoU": 0.9020006089158094, + "TN": 801768, + "TP": 225161, + "n_pred": 228668, + "n_ref": 246117 + }, + "7": { + "Dice": 0.0011847171487807287, + "FN": 329, + "FP": 9788, + "IoU": 0.0005927096710461326, + "TN": 1041269, + "TP": 6, + "n_pred": 9794, + "n_ref": 335 + }, + "8": { + "Dice": 0.8914102139160144, + "FN": 2782, + "FP": 1477, + "IoU": 0.8040938362465502, + "TN": 1029652, + "TP": 17481, + "n_pred": 18958, + "n_ref": 20263 + }, + "9": { + "Dice": 0.8090137710390874, + "FN": 1040, + "FP": 4452, + "IoU": 0.6792805419294558, + "TN": 1034268, + "TP": 11632, + "n_pred": 16084, + "n_ref": 12672 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0279.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0279.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9568489986685145, + "FN": 2165, + "FP": 1011, + "IoU": 0.917267967386491, + "TN": 1538699, + "TP": 35213, + "n_pred": 36224, + "n_ref": 37378 + }, + "10": { + "Dice": 0.7933009371745922, + "FN": 1986, + "FP": 396, + "IoU": 0.6574140658708472, + "TN": 1570135, + "TP": 4571, + "n_pred": 4967, + "n_ref": 6557 + }, + "11": { + "Dice": 0.0, + "FN": 1500, + "FP": 0, + "IoU": 0.0, + "TN": 1575588, + "TP": 0, + "n_pred": 0, + "n_ref": 1500 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.38394276629570745, + "FN": 2942, + "FP": 158, + "IoU": 0.23757993113625184, + "TN": 1573022, + "TP": 966, + "n_pred": 1124, + "n_ref": 3908 + }, + "14": { + "Dice": 0.8886040607065009, + "FN": 9333, + "FP": 4312, + "IoU": 0.7995386965975201, + "TN": 1509020, + "TP": 54423, + "n_pred": 58735, + "n_ref": 63756 + }, + "15": { + "Dice": 0.7160998779562622, + "FN": 5410, + "FP": 3197, + "IoU": 0.5577535710615559, + "TN": 1557626, + "TP": 10855, + "n_pred": 14052, + "n_ref": 16265 + }, + "2": { + "Dice": 0.004228329809725159, + "FN": 14796, + "FP": 1218, + "IoU": 0.00211864406779661, + "TN": 1561040, + "TP": 34, + "n_pred": 1252, + "n_ref": 14830 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 15792, + "IoU": 0.0, + "TN": 1561296, + "TP": 0, + "n_pred": 15792, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1091, + "IoU": 0.0, + "TN": 1575997, + "TP": 0, + "n_pred": 1091, + "n_ref": 0 + }, + "5": { + "Dice": 0.16806722689075632, + "FN": 198, + "FP": 0, + "IoU": 0.09174311926605505, + "TN": 1576870, + "TP": 20, + "n_pred": 20, + "n_ref": 218 + }, + "6": { + "Dice": 0.8956088222774289, + "FN": 5228, + "FP": 38179, + "IoU": 0.8109525323484706, + "TN": 1347479, + "TP": 186202, + "n_pred": 224381, + "n_ref": 191430 + }, + "7": { + "Dice": 0.7936227229288382, + "FN": 60739, + "FP": 23051, + "IoU": 0.6578561599366264, + "TN": 1332191, + "TP": 161107, + "n_pred": 184158, + "n_ref": 221846 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 2760, + "IoU": 0.0, + "TN": 1574328, + "TP": 0, + "n_pred": 2760, + "n_ref": 0 + }, + "9": { + "Dice": 0.6719268511529204, + "FN": 21266, + "FP": 1769, + "IoU": 0.505941146190803, + "TN": 1530464, + "TP": 23589, + "n_pred": 25358, + "n_ref": 44855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0294.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0294.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8039408520951143, + "FN": 4735, + "FP": 6429, + "IoU": 0.6721581064810737, + "TN": 1017339, + "TP": 22889, + "n_pred": 29318, + "n_ref": 27624 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 44, + "IoU": 0.0, + "TN": 1051348, + "TP": 0, + "n_pred": 44, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 305, + "IoU": 0.0, + "TN": 1051087, + "TP": 0, + "n_pred": 305, + "n_ref": 0 + }, + "13": { + "Dice": 0.4870955208969307, + "FN": 8587, + "FP": 654, + "IoU": 0.32196052535035585, + "TN": 1037763, + "TP": 4388, + "n_pred": 5042, + "n_ref": 12975 + }, + "14": { + "Dice": 0.8985033123415392, + "FN": 9947, + "FP": 1222, + "IoU": 0.8157113157113157, + "TN": 990786, + "TP": 49437, + "n_pred": 50659, + "n_ref": 59384 + }, + "15": { + "Dice": 0.7718665464382326, + "FN": 199, + "FP": 560, + "IoU": 0.6284875183553598, + "TN": 1049349, + "TP": 1284, + "n_pred": 1844, + "n_ref": 1483 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 335, + "IoU": 0.0, + "TN": 1051057, + "TP": 0, + "n_pred": 335, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.971467082115287, + "FN": 542, + "FP": 2718, + "IoU": 0.9445172490086288, + "TN": 992635, + "TP": 55497, + "n_pred": 58215, + "n_ref": 56039 + }, + "7": { + "Dice": 0.8034744842562432, + "FN": 632, + "FP": 273, + "IoU": 0.6715063520871143, + "TN": 1048637, + "TP": 1850, + "n_pred": 2123, + "n_ref": 2482 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 161, + "IoU": 0.0, + "TN": 1051231, + "TP": 0, + "n_pred": 161, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0296.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0296.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8672046955245781, + "FN": 136, + "FP": 226, + "IoU": 0.7655440414507773, + "TN": 1049848, + "TP": 1182, + "n_pred": 1408, + "n_ref": 1318 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.7977550611344959, + "FN": 159, + "FP": 850, + "IoU": 0.6635545181727243, + "TN": 1048393, + "TP": 1990, + "n_pred": 2840, + "n_ref": 2149 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.21518987341772153, + "FN": 1, + "FP": 123, + "IoU": 0.12056737588652482, + "TN": 1051251, + "TP": 17, + "n_pred": 140, + "n_ref": 18 + }, + "15": { + "Dice": 0.6188104723961297, + "FN": 6462, + "FP": 9612, + "IoU": 0.44802719686823944, + "TN": 1022271, + "TP": 13047, + "n_pred": 22659, + "n_ref": 19509 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9843716519322887, + "FN": 2538, + "FP": 1984, + "IoU": 0.9692242775667987, + "TN": 904458, + "TP": 142412, + "n_pred": 144396, + "n_ref": 144950 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7237903225806451, + "FN": 153, + "FP": 121, + "IoU": 0.5671406003159558, + "TN": 1050759, + "TP": 359, + "n_pred": 480, + "n_ref": 512 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0299.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0299.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9502782659636789, + "FN": 471, + "FP": 887, + "IoU": 0.9052668294384374, + "TN": 1387521, + "TP": 12977, + "n_pred": 13864, + "n_ref": 13448 + }, + "10": { + "Dice": 0.8566137858603725, + "FN": 1333, + "FP": 3855, + "IoU": 0.7491902344694222, + "TN": 1381171, + "TP": 15497, + "n_pred": 19352, + "n_ref": 16830 + }, + "11": { + "Dice": 0.4821150855365474, + "FN": 53, + "FP": 946, + "IoU": 0.3176229508196721, + "TN": 1400392, + "TP": 465, + "n_pred": 1411, + "n_ref": 518 + }, + "12": { + "Dice": 0.5605095541401274, + "FN": 2438, + "FP": 391, + "IoU": 0.3893805309734513, + "TN": 1397223, + "TP": 1804, + "n_pred": 2195, + "n_ref": 4242 + }, + "13": { + "Dice": 0.8494320537268883, + "FN": 4708, + "FP": 2556, + "IoU": 0.7382719607984435, + "TN": 1374102, + "TP": 20490, + "n_pred": 23046, + "n_ref": 25198 + }, + "14": { + "Dice": 0.8986175115207373, + "FN": 171, + "FP": 181, + "IoU": 0.8158995815899581, + "TN": 1399944, + "TP": 1560, + "n_pred": 1741, + "n_ref": 1731 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8176100628930818, + "FN": 29, + "FP": 0, + "IoU": 0.6914893617021277, + "TN": 1401762, + "TP": 65, + "n_pred": 65, + "n_ref": 94 + }, + "3": { + "Dice": 0.9538893953205713, + "FN": 906, + "FP": 308, + "IoU": 0.9118437295766466, + "TN": 1388085, + "TP": 12557, + "n_pred": 12865, + "n_ref": 13463 + }, + "4": { + "Dice": 0.707875830283313, + "FN": 6319, + "FP": 146, + "IoU": 0.5478388585816198, + "TN": 1387558, + "TP": 7833, + "n_pred": 7979, + "n_ref": 14152 + }, + "5": { + "Dice": 0.6881635863153756, + "FN": 793, + "FP": 0, + "IoU": 0.5245803357314148, + "TN": 1400188, + "TP": 875, + "n_pred": 875, + "n_ref": 1668 + }, + "6": { + "Dice": 0.9425897289818508, + "FN": 2190, + "FP": 4864, + "IoU": 0.891413441704381, + "TN": 1336894, + "TP": 57908, + "n_pred": 62772, + "n_ref": 60098 + }, + "7": { + "Dice": 0.941038934634543, + "FN": 1019, + "FP": 2461, + "IoU": 0.8886435634059711, + "TN": 1370605, + "TP": 27771, + "n_pred": 30232, + "n_ref": 28790 + }, + "8": { + "Dice": 0.9415256752745622, + "FN": 580, + "FP": 1193, + "IoU": 0.8895120583286595, + "TN": 1385809, + "TP": 14274, + "n_pred": 15467, + "n_ref": 14854 + }, + "9": { + "Dice": 0.9139190492963138, + "FN": 3786, + "FP": 1835, + "IoU": 0.841483361534123, + "TN": 1366396, + "TP": 29839, + "n_pred": 31674, + "n_ref": 33625 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0332.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0332.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 617, + "IoU": 0.0, + "TN": 1050775, + "TP": 0, + "n_pred": 617, + "n_ref": 0 + }, + "10": { + "Dice": 0.895258068274496, + "FN": 413, + "FP": 1385, + "IoU": 0.8103775574773254, + "TN": 1041910, + "TP": 7684, + "n_pred": 9069, + "n_ref": 8097 + }, + "11": { + "Dice": 0.7878275570583263, + "FN": 173, + "FP": 78, + "IoU": 0.6499302649930265, + "TN": 1050675, + "TP": 466, + "n_pred": 544, + "n_ref": 639 + }, + "12": { + "Dice": 0.8111769686706182, + "FN": 274, + "FP": 172, + "IoU": 0.6823361823361823, + "TN": 1049988, + "TP": 958, + "n_pred": 1130, + "n_ref": 1232 + }, + "13": { + "Dice": 0.3868797308662742, + "FN": 624, + "FP": 105, + "IoU": 0.23983315954118875, + "TN": 1050433, + "TP": 230, + "n_pred": 335, + "n_ref": 854 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 854, + "IoU": 0.0, + "TN": 1050538, + "TP": 0, + "n_pred": 854, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 765, + "FP": 0, + "IoU": 0.0, + "TN": 1050627, + "TP": 0, + "n_pred": 0, + "n_ref": 765 + }, + "4": { + "Dice": 0.04935711323102447, + "FN": 476, + "FP": 4108, + "IoU": 0.025302998086327876, + "TN": 1046689, + "TP": 119, + "n_pred": 4227, + "n_ref": 595 + }, + "5": { + "Dice": 0.4687224669603524, + "FN": 53, + "FP": 1153, + "IoU": 0.30609896432681244, + "TN": 1049654, + "TP": 532, + "n_pred": 1685, + "n_ref": 585 + }, + "6": { + "Dice": 0.9527832046391912, + "FN": 3987, + "FP": 18852, + "IoU": 0.9098242206007771, + "TN": 798120, + "TP": 230433, + "n_pred": 249285, + "n_ref": 234420 + }, + "7": { + "Dice": 0.9266220253040385, + "FN": 27563, + "FP": 3854, + "IoU": 0.8632765411145201, + "TN": 821607, + "TP": 198368, + "n_pred": 202222, + "n_ref": 225931 + }, + "8": { + "Dice": 0.8171206225680934, + "FN": 68, + "FP": 1013, + "IoU": 0.6907894736842105, + "TN": 1047896, + "TP": 2415, + "n_pred": 3428, + "n_ref": 2483 + }, + "9": { + "Dice": 0.868766404199475, + "FN": 747, + "FP": 2153, + "IoU": 0.7679814385150812, + "TN": 1038893, + "TP": 9599, + "n_pred": 11752, + "n_ref": 10346 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0336.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0336.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7573301218212979, + "FN": 5, + "FP": 5234, + "IoU": 0.6094379007007604, + "TN": 862746, + "TP": 8175, + "n_pred": 13409, + "n_ref": 8180 + }, + "10": { + "Dice": 0.6818352921493999, + "FN": 6238, + "FP": 1369, + "IoU": 0.5172610737403224, + "TN": 860402, + "TP": 8151, + "n_pred": 9520, + "n_ref": 14389 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 9, + "IoU": 0.0, + "TN": 876151, + "TP": 0, + "n_pred": 9, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9528673337039095, + "FN": 1696, + "FP": 2374, + "IoU": 0.9099776603039084, + "TN": 830949, + "TP": 41141, + "n_pred": 43515, + "n_ref": 42837 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.25, + "FN": 0, + "FP": 108, + "IoU": 0.14285714285714285, + "TN": 876034, + "TP": 18, + "n_pred": 126, + "n_ref": 18 + }, + "7": { + "Dice": 0.3240316534777176, + "FN": 1993, + "FP": 2876, + "IoU": 0.1933399602385686, + "TN": 870124, + "TP": 1167, + "n_pred": 4043, + "n_ref": 3160 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0358.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0358.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9243325705568268, + "FN": 719, + "FP": 273, + "IoU": 0.8593107360658062, + "TN": 1219573, + "TP": 6059, + "n_pred": 6332, + "n_ref": 6778 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7614096149662823, + "FN": 1839, + "FP": 9129, + "IoU": 0.6147388387368717, + "TN": 1198155, + "TP": 17501, + "n_pred": 26630, + "n_ref": 19340 + }, + "7": { + "Dice": 0.8847358296425536, + "FN": 17901, + "FP": 2711, + "IoU": 0.7932970978158407, + "TN": 1126906, + "TP": 79106, + "n_pred": 81817, + "n_ref": 97007 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0367.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0367.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9009451042873696, + "FN": 3586, + "FP": 7356, + "IoU": 0.8197453173648749, + "TN": 815457, + "TP": 49761, + "n_pred": 57117, + "n_ref": 53347 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 876156, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "12": { + "Dice": 0.49295774647887325, + "FN": 71, + "FP": 1, + "IoU": 0.32710280373831774, + "TN": 876053, + "TP": 35, + "n_pred": 36, + "n_ref": 106 + }, + "13": { + "Dice": 0.6413001418805624, + "FN": 2896, + "FP": 8228, + "IoU": 0.4719954433263717, + "TN": 855092, + "TP": 9944, + "n_pred": 18172, + "n_ref": 12840 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.013888888888888888, + "FN": 426, + "FP": 0, + "IoU": 0.006993006993006993, + "TN": 875731, + "TP": 3, + "n_pred": 3, + "n_ref": 429 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 381, + "IoU": 0.0, + "TN": 875779, + "TP": 0, + "n_pred": 381, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6794766966475879, + "FN": 554, + "FP": 230, + "IoU": 0.5145510835913313, + "TN": 874545, + "TP": 831, + "n_pred": 1061, + "n_ref": 1385 + }, + "6": { + "Dice": 0.9769790290495498, + "FN": 2494, + "FP": 538, + "IoU": 0.9549941367691371, + "TN": 808791, + "TP": 64337, + "n_pred": 64875, + "n_ref": 66831 + }, + "7": { + "Dice": 0.8612772064099498, + "FN": 2392, + "FP": 3408, + "IoU": 0.7563537072043688, + "TN": 852355, + "TP": 18005, + "n_pred": 21413, + "n_ref": 20397 + }, + "8": { + "Dice": 0.8540499235863475, + "FN": 78, + "FP": 2214, + "IoU": 0.7452767281618138, + "TN": 867162, + "TP": 6706, + "n_pred": 8920, + "n_ref": 6784 + }, + "9": { + "Dice": 0.8647634463983519, + "FN": 437, + "FP": 3239, + "IoU": 0.761747358869661, + "TN": 860731, + "TP": 11753, + "n_pred": 14992, + "n_ref": 12190 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0371.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0371.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 750, + "IoU": 0.0, + "TN": 1926802, + "TP": 0, + "n_pred": 750, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 35, + "IoU": 0.0, + "TN": 1927517, + "TP": 0, + "n_pred": 35, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.2880886426592798, + "FN": 181, + "FP": 76, + "IoU": 0.16828478964401294, + "TN": 1927243, + "TP": 52, + "n_pred": 128, + "n_ref": 233 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 2001, + "IoU": 0.0, + "TN": 1925551, + "TP": 0, + "n_pred": 2001, + "n_ref": 0 + }, + "2": { + "Dice": 0.5420560747663551, + "FN": 3, + "FP": 46, + "IoU": 0.3717948717948718, + "TN": 1927474, + "TP": 29, + "n_pred": 75, + "n_ref": 32 + }, + "3": { + "Dice": 0.9270326615705351, + "FN": 179, + "FP": 31, + "IoU": 0.8639896373056994, + "TN": 1926008, + "TP": 1334, + "n_pred": 1365, + "n_ref": 1513 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8091220347273171, + "FN": 253, + "FP": 2869, + "IoU": 0.6794332066947325, + "TN": 1917813, + "TP": 6617, + "n_pred": 9486, + "n_ref": 6870 + }, + "6": { + "Dice": 0.5067142008318479, + "FN": 1779, + "FP": 43882, + "IoU": 0.3393283463313704, + "TN": 1858439, + "TP": 23452, + "n_pred": 67334, + "n_ref": 25231 + }, + "7": { + "Dice": 0.85505114861083, + "FN": 48277, + "FP": 409, + "IoU": 0.7468029227448839, + "TN": 1735267, + "TP": 143599, + "n_pred": 144008, + "n_ref": 191876 + }, + "8": { + "Dice": 0.9519317104015176, + "FN": 1171, + "FP": 2630, + "IoU": 0.9082726000289589, + "TN": 1886114, + "TP": 37637, + "n_pred": 40267, + "n_ref": 38808 + }, + "9": { + "Dice": 0.4953893442622951, + "FN": 1946, + "FP": 24, + "IoU": 0.3292475314947225, + "TN": 1924615, + "TP": 967, + "n_pred": 991, + "n_ref": 2913 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0379.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0379.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 380, + "IoU": 0.0, + "TN": 875780, + "TP": 0, + "n_pred": 380, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 11654, + "IoU": 0.0, + "TN": 864506, + "TP": 0, + "n_pred": 11654, + "n_ref": 0 + }, + "11": { + "Dice": 0.45925925925925926, + "FN": 48, + "FP": 244, + "IoU": 0.2980769230769231, + "TN": 875744, + "TP": 124, + "n_pred": 368, + "n_ref": 172 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.13798394711992445, + "FN": 13306, + "FP": 1300, + "IoU": 0.07410459587955626, + "TN": 860385, + "TP": 1169, + "n_pred": 2469, + "n_ref": 14475 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.85646232227924, + "FN": 14651, + "FP": 957, + "IoU": 0.7489585511395622, + "TN": 813987, + "TP": 46565, + "n_pred": 47522, + "n_ref": 61216 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 6050, + "IoU": 0.0, + "TN": 870110, + "TP": 0, + "n_pred": 6050, + "n_ref": 0 + }, + "4": { + "Dice": 0.0646802998056815, + "FN": 20204, + "FP": 12, + "IoU": 0.03342098972029644, + "TN": 855245, + "TP": 699, + "n_pred": 711, + "n_ref": 20903 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7758234092381284, + "FN": 4417, + "FP": 82, + "IoU": 0.6337512211006187, + "TN": 863876, + "TP": 7785, + "n_pred": 7867, + "n_ref": 12202 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 26887, + "IoU": 0.0, + "TN": 849273, + "TP": 0, + "n_pred": 26887, + "n_ref": 0 + }, + "8": { + "Dice": 0.8028705987889662, + "FN": 1047, + "FP": 2469, + "IoU": 0.6706631697264893, + "TN": 865484, + "TP": 7160, + "n_pred": 9629, + "n_ref": 8207 + }, + "9": { + "Dice": 0.6421479862628785, + "FN": 3757, + "FP": 1974, + "IoU": 0.4729145589993562, + "TN": 865287, + "TP": 5142, + "n_pred": 7116, + "n_ref": 8899 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0388.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0388.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8186211798152097, + "FN": 1274, + "FP": 6382, + "IoU": 0.6929370713512213, + "TN": 675995, + "TP": 17277, + "n_pred": 23659, + "n_ref": 18551 + }, + "15": { + "Dice": 0.5382046749165194, + "FN": 6514, + "FP": 539, + "IoU": 0.36818059661381347, + "TN": 689765, + "TP": 4110, + "n_pred": 4649, + "n_ref": 10624 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9734547395895125, + "FN": 2700, + "FP": 880, + "IoU": 0.9482823379850337, + "TN": 631706, + "TP": 65642, + "n_pred": 66522, + "n_ref": 68342 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 700925, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0400.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0400.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 1752319, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 483, + "IoU": 0.0, + "TN": 1751837, + "TP": 0, + "n_pred": 483, + "n_ref": 0 + }, + "15": { + "Dice": 0.7715338553661907, + "FN": 1978, + "FP": 6, + "IoU": 0.6280464941882264, + "TN": 1746986, + "TP": 3350, + "n_pred": 3356, + "n_ref": 5328 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9310931415625983, + "FN": 4492, + "FP": 4055, + "IoU": 0.8710704157364388, + "TN": 1686028, + "TP": 57745, + "n_pred": 61800, + "n_ref": 62237 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9891386420398444, + "FN": 984, + "FP": 512, + "IoU": 0.9785106871983452, + "TN": 1682704, + "TP": 68120, + "n_pred": 68632, + "n_ref": 69104 + }, + "7": { + "Dice": 0.016210312517963555, + "FN": 50947, + "FP": 396, + "IoU": 0.008171386624425299, + "TN": 1700554, + "TP": 423, + "n_pred": 819, + "n_ref": 51370 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0404.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806337/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0404.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": 0.5225662870765513, + "FN": 2786.5884444444446, + "FP": 2619.828888888889, + "IoU": 0.44243586016494385, + "TN": 1151615.1800000002, + "TP": 11191.736, + "n_pred": 13811.564888888888, + "n_ref": 13978.324444444443 + }, + "mean": { + "1": { + "Dice": 0.5979126398092491, + "FN": 3534.846666666667, + "FP": 1684.2466666666667, + "IoU": 0.5389755557810904, + "TN": 1151119.9133333333, + "TP": 11874.326666666666, + "n_pred": 13558.57333333333, + "n_ref": 15409.173333333334 + }, + "10": { + "Dice": 0.5190136865583597, + "FN": 2345.6133333333332, + "FP": 1744.7533333333333, + "IoU": 0.4183387180806494, + "TN": 1158887.6133333333, + "TP": 5235.3533333333335, + "n_pred": 6980.106666666667, + "n_ref": 7580.966666666667 + }, + "11": { + "Dice": 0.3827361993066688, + "FN": 213.08, + "FP": 126.29333333333334, + "IoU": 0.2824348857439042, + "TN": 1167626.1666666667, + "TP": 247.79333333333335, + "n_pred": 374.08666666666664, + "n_ref": 460.87333333333333 + }, + "12": { + "Dice": 0.31700562738502747, + "FN": 230.7, + "FP": 166.52666666666667, + "IoU": 0.23357241981638577, + "TN": 1167556.5133333332, + "TP": 259.59333333333336, + "n_pred": 426.12, + "n_ref": 490.2933333333334 + }, + "13": { + "Dice": 0.3855750452293189, + "FN": 2566.5066666666667, + "FP": 1771.9733333333334, + "IoU": 0.2924479488769891, + "TN": 1160251.8133333332, + "TP": 3623.04, + "n_pred": 5395.013333333333, + "n_ref": 6189.546666666667 + }, + "14": { + "Dice": 0.5327368492328517, + "FN": 2533.746666666667, + "FP": 2410.3066666666664, + "IoU": 0.46814133655135926, + "TN": 1153895.1800000002, + "TP": 9374.1, + "n_pred": 11784.406666666666, + "n_ref": 11907.846666666666 + }, + "15": { + "Dice": 0.4164966371852035, + "FN": 1698.9533333333334, + "FP": 1533.7066666666665, + "IoU": 0.3318057280103785, + "TN": 1162352.4666666666, + "TP": 2628.206666666667, + "n_pred": 4161.913333333333, + "n_ref": 4327.16 + }, + "2": { + "Dice": 0.5227853187812285, + "FN": 2373.526666666667, + "FP": 2676.1266666666666, + "IoU": 0.4572126038783727, + "TN": 1152878.58, + "TP": 10285.099999999999, + "n_pred": 12961.226666666666, + "n_ref": 12658.626666666667 + }, + "3": { + "Dice": 0.5173456360171869, + "FN": 4010.353333333334, + "FP": 2236.213333333333, + "IoU": 0.4549869111482069, + "TN": 1153442.86, + "TP": 8523.906666666666, + "n_pred": 10760.119999999999, + "n_ref": 12534.26 + }, + "4": { + "Dice": 0.3848042195317388, + "FN": 1237.24, + "FP": 949.3533333333332, + "IoU": 0.3245586040953519, + "TN": 1163082.2, + "TP": 2944.54, + "n_pred": 3893.8933333333334, + "n_ref": 4181.78 + }, + "5": { + "Dice": 0.4492205840419027, + "FN": 500.8666666666666, + "FP": 340.6333333333333, + "IoU": 0.3427715736884406, + "TN": 1166559.8933333335, + "TP": 811.9399999999999, + "n_pred": 1152.5733333333333, + "n_ref": 1312.8066666666666 + }, + "6": { + "Dice": 0.7928411320056442, + "FN": 7824.733333333333, + "FP": 12573.6, + "IoU": 0.7259984147694137, + "TN": 1073444.0733333332, + "TP": 74370.92666666667, + "n_pred": 86944.52666666666, + "n_ref": 82195.66 + }, + "7": { + "Dice": 0.5285753021494075, + "FN": 10471.033333333335, + "FP": 9047.066666666668, + "IoU": 0.44903138927799346, + "TN": 1124484.3800000001, + "TP": 24210.853333333333, + "n_pred": 33257.92, + "n_ref": 34681.88666666667 + }, + "8": { + "Dice": 0.8011838348504746, + "FN": 876.6266666666667, + "FP": 936.3, + "IoU": 0.7304886154730303, + "TN": 1158224.4666666668, + "TP": 8175.9400000000005, + "n_pred": 9112.240000000002, + "n_ref": 9052.566666666668 + }, + "9": { + "Dice": 0.6902615940640076, + "FN": 1381.0, + "FP": 1100.3333333333333, + "IoU": 0.5857731972825905, + "TN": 1160421.58, + "TP": 5310.42, + "n_pred": 6410.753333333334, + "n_ref": 6691.42 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/loop_003/summary.json b/nnActive_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/loop_003/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..28281a582d76d1879ce8243ccb31b789cf8637bc --- /dev/null +++ b/nnActive_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/loop_003/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.7611462762525911, + "FN": 23358.212000000003, + "FP": 18938.054666666667, + "IoU": 0.6559207377432565, + "TN": 96251432.25466666, + "TP": 163232.3186666667, + "n_pred": 182170.37333333332, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.894183898946246, + "FN": 12163.56, + "FP": 23778.2, + "IoU": 0.8309849195018374, + "TN": 96238894.5, + "TP": 182124.58, + "n_pred": 205902.78, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.7328144036327069, + "FN": 19311.04, + "FP": 15721.42, + "IoU": 0.6008833625811644, + "TN": 96367016.86, + "TP": 54911.52, + "n_pred": 70632.94, + "n_ref": 74222.56 + }, + "11": { + "Dice": 0.5980665015440245, + "FN": 1764.32, + "FP": 553.76, + "IoU": 0.44535743991975335, + "TN": 96452706.7, + "TP": 1936.06, + "n_pred": 2489.82, + "n_ref": 3700.38 + }, + "12": { + "Dice": 0.5700662773307058, + "FN": 2132.46, + "FP": 704.68, + "IoU": 0.42128357379762327, + "TN": 96452019.5, + "TP": 2104.2, + "n_pred": 2808.88, + "n_ref": 4236.66 + }, + "13": { + "Dice": 0.5964595336836077, + "FN": 25507.46, + "FP": 13505.66, + "IoU": 0.45049508435153185, + "TN": 96385597.04, + "TP": 32350.68, + "n_pred": 45856.34, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.7375105437327558, + "FN": 43845.2, + "FP": 21640.12, + "IoU": 0.6394644397912576, + "TN": 96296962.58, + "TP": 94512.94, + "n_pred": 116153.06, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.6699837008521996, + "FN": 20589.9, + "FP": 11215.72, + "IoU": 0.5437202245840586, + "TN": 96391698.08, + "TP": 33457.14, + "n_pred": 44672.86, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.8621076163898135, + "FN": 27728.24, + "FP": 7970.3, + "IoU": 0.7868239594279843, + "TN": 96292148.84, + "TP": 129113.46, + "n_pred": 137083.76, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.8967722170318138, + "FN": 11629.46, + "FP": 25995.56, + "IoU": 0.8221447782995497, + "TN": 96267562.7, + "TP": 151773.12, + "n_pred": 177768.68, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.6820705699427098, + "FN": 6811.0, + "FP": 5631.7, + "IoU": 0.5847591219330583, + "TN": 96424751.64, + "TP": 19766.5, + "n_pred": 25398.2, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.664380585418065, + "FN": 8043.74, + "FP": 2870.36, + "IoU": 0.5208201511162471, + "TN": 96436938.32, + "TP": 9108.42, + "n_pred": 11978.78, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.9433260531358869, + "FN": 79404.9, + "FP": 79361.3, + "IoU": 0.8974691245518849, + "TN": 95018375.92, + "TP": 1279818.72, + "n_pred": 1359180.02, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.7973031910353425, + "FN": 65174.3, + "FP": 57443.56, + "IoU": 0.6938062189999666, + "TN": 96060592.62, + "TP": 273750.36, + "n_pred": 331193.92, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.9185443613981896, + "FN": 13822.04, + "FP": 8847.26, + "IoU": 0.8513373427226145, + "TN": 96315744.4, + "TP": 118547.14, + "n_pred": 127394.4, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.8536046897148009, + "FN": 12445.56, + "FP": 8831.22, + "IoU": 0.7494613245703152, + "TN": 96370474.12, + "TP": 65209.94, + "n_pred": 74041.16, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9323564686864473, + "FN": 3291, + "FP": 9681, + "IoU": 0.8732844262535289, + "TN": 119490949, + "TP": 89399, + "n_pred": 99080, + "n_ref": 92690 + }, + "10": { + "Dice": 0.7499011613540895, + "FN": 14638, + "FP": 25848, + "IoU": 0.5998734965359793, + "TN": 119492137, + "TP": 60697, + "n_pred": 86545, + "n_ref": 75335 + }, + "11": { + "Dice": 0.6933118452860596, + "FN": 1395, + "FP": 508, + "IoU": 0.5305870744943266, + "TN": 119589266, + "TP": 2151, + "n_pred": 2659, + "n_ref": 3546 + }, + "12": { + "Dice": 0.6512684589170769, + "FN": 1885, + "FP": 878, + "IoU": 0.48287478944413254, + "TN": 119587977, + "TP": 2580, + "n_pred": 3458, + "n_ref": 4465 + }, + "13": { + "Dice": 0.47410265522668427, + "FN": 29411, + "FP": 22382, + "IoU": 0.3107041616204634, + "TN": 119518181, + "TP": 23346, + "n_pred": 45728, + "n_ref": 52757 + }, + "14": { + "Dice": 0.37044026800057467, + "FN": 190758, + "FP": 2056, + "IoU": 0.22732536937817835, + "TN": 119343779, + "TP": 56727, + "n_pred": 58783, + "n_ref": 247485 + }, + "15": { + "Dice": 0.0, + "FN": 32863, + "FP": 128171, + "IoU": 0.0, + "TN": 119432286, + "TP": 0, + "n_pred": 128171, + "n_ref": 32863 + }, + "2": { + "Dice": 0.9519987491530724, + "FN": 3803, + "FP": 10012, + "IoU": 0.9083946687885419, + "TN": 119442510, + "TP": 136995, + "n_pred": 147007, + "n_ref": 140798 + }, + "3": { + "Dice": 0.9490014068777467, + "FN": 6801, + "FP": 10780, + "IoU": 0.902952119144614, + "TN": 119412162, + "TP": 163577, + "n_pred": 174357, + "n_ref": 170378 + }, + "4": { + "Dice": 0.8437554181355834, + "FN": 19306, + "FP": 2322, + "IoU": 0.7297378352035588, + "TN": 119513294, + "TP": 58398, + "n_pred": 60720, + "n_ref": 77704 + }, + "5": { + "Dice": 0.08153442935430069, + "FN": 60842, + "FP": 16254, + "IoU": 0.04249981370625202, + "TN": 119512802, + "TP": 3422, + "n_pred": 19676, + "n_ref": 64264 + }, + "6": { + "Dice": 0.9635835970147261, + "FN": 27160, + "FP": 60124, + "IoU": 0.9297263090773539, + "TN": 118351262, + "TP": 1154774, + "n_pred": 1214898, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 179105, + "IoU": 0.0, + "TN": 119414215, + "TP": 0, + "n_pred": 179105, + "n_ref": 0 + }, + "8": { + "Dice": 0.8596478952835621, + "FN": 46924, + "FP": 31307, + "IoU": 0.7538442659316387, + "TN": 119275509, + "TP": 239580, + "n_pred": 270887, + "n_ref": 286504 + }, + "9": { + "Dice": 0.8382714820135698, + "FN": 17601, + "FP": 5139, + "IoU": 0.7215726127361551, + "TN": 119511647, + "TP": 58933, + "n_pred": 64072, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9455249915510648, + "FN": 10905, + "FP": 9566, + "IoU": 0.8966784266816065, + "TN": 72627531, + "TP": 177658, + "n_pred": 187224, + "n_ref": 188563 + }, + "10": { + "Dice": 0.6476910644193027, + "FN": 12348, + "FP": 48686, + "IoU": 0.47895199638030683, + "TN": 72708523, + "TP": 56103, + "n_pred": 104789, + "n_ref": 68451 + }, + "11": { + "Dice": 0.6089108910891089, + "FN": 1017, + "FP": 563, + "IoU": 0.4377224199288256, + "TN": 72822850, + "TP": 1230, + "n_pred": 1793, + "n_ref": 2247 + }, + "12": { + "Dice": 0.6596045197740112, + "FN": 1006, + "FP": 922, + "IoU": 0.49209694415173866, + "TN": 72821864, + "TP": 1868, + "n_pred": 2790, + "n_ref": 2874 + }, + "13": { + "Dice": 0.6602770466533142, + "FN": 18700, + "FP": 13697, + "IoU": 0.49284596117720725, + "TN": 72761780, + "TP": 31483, + "n_pred": 45180, + "n_ref": 50183 + }, + "14": { + "Dice": 0.8795228484935851, + "FN": 3673, + "FP": 16385, + "IoU": 0.7849538451641954, + "TN": 72732387, + "TP": 73215, + "n_pred": 89600, + "n_ref": 76888 + }, + "15": { + "Dice": 0.7876672081849919, + "FN": 8299, + "FP": 10130, + "IoU": 0.649712037406626, + "TN": 72773049, + "TP": 34182, + "n_pred": 44312, + "n_ref": 42481 + }, + "2": { + "Dice": 0.9499798767497074, + "FN": 7201, + "FP": 6346, + "IoU": 0.9047254006990696, + "TN": 72683471, + "TP": 128642, + "n_pred": 134988, + "n_ref": 135843 + }, + "3": { + "Dice": 0.9498507207721366, + "FN": 4820, + "FP": 8097, + "IoU": 0.9044911419360563, + "TN": 72690416, + "TP": 122327, + "n_pred": 130424, + "n_ref": 127147 + }, + "4": { + "Dice": 0.8525013257910553, + "FN": 2897, + "FP": 5447, + "IoU": 0.7429214037033613, + "TN": 72793203, + "TP": 24113, + "n_pred": 29560, + "n_ref": 27010 + }, + "5": { + "Dice": 0.7721694836767771, + "FN": 1969, + "FP": 1967, + "IoU": 0.6288893079389025, + "TN": 72815054, + "TP": 6670, + "n_pred": 8637, + "n_ref": 8639 + }, + "6": { + "Dice": 0.9491266900773256, + "FN": 49758, + "FP": 74383, + "IoU": 0.903178985625931, + "TN": 71543490, + "TP": 1158029, + "n_pred": 1232412, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.8558256658595642, + "FN": 40062, + "FP": 26925, + "IoU": 0.7479853727906819, + "TN": 72559854, + "TP": 198819, + "n_pred": 225744, + "n_ref": 238881 + }, + "8": { + "Dice": 0.926602325299326, + "FN": 4717, + "FP": 3755, + "IoU": 0.863242344509193, + "TN": 72763711, + "TP": 53477, + "n_pred": 57232, + "n_ref": 58194 + }, + "9": { + "Dice": 0.8513829034969513, + "FN": 14173, + "FP": 8105, + "IoU": 0.7412243001510047, + "TN": 72739570, + "TP": 63812, + "n_pred": 71917, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9619372052305007, + "FN": 12536, + "FP": 7051, + "IoU": 0.9266657181795037, + "TN": 71542396, + "TP": 247505, + "n_pred": 254556, + "n_ref": 260041 + }, + "10": { + "Dice": 0.8408656099241902, + "FN": 17462, + "FP": 11401, + "IoU": 0.7254254701814135, + "TN": 71704369, + "TP": 76256, + "n_pred": 87657, + "n_ref": 93718 + }, + "11": { + "Dice": 0.535618020793223, + "FN": 1978, + "FP": 434, + "IoU": 0.3657638706284512, + "TN": 71805685, + "TP": 1391, + "n_pred": 1825, + "n_ref": 3369 + }, + "12": { + "Dice": 0.5360241073874532, + "FN": 3574, + "FP": 1507, + "IoU": 0.3661427145708583, + "TN": 71801472, + "TP": 2935, + "n_pred": 4442, + "n_ref": 6509 + }, + "13": { + "Dice": 0.6676269287617326, + "FN": 28443, + "FP": 6862, + "IoU": 0.5010810734423357, + "TN": 71738725, + "TP": 35458, + "n_pred": 42320, + "n_ref": 63901 + }, + "14": { + "Dice": 0.7212233619743367, + "FN": 226834, + "FP": 1481, + "IoU": 0.5639947904333412, + "TN": 71285836, + "TP": 295337, + "n_pred": 296818, + "n_ref": 522171 + }, + "15": { + "Dice": 0.2329982086769939, + "FN": 156665, + "FP": 1332, + "IoU": 0.131860765405643, + "TN": 71627493, + "TP": 23998, + "n_pred": 25330, + "n_ref": 180663 + }, + "2": { + "Dice": 0.9077221935343359, + "FN": 17672, + "FP": 8597, + "IoU": 0.8310360131471464, + "TN": 71654017, + "TP": 129202, + "n_pred": 137799, + "n_ref": 146874 + }, + "3": { + "Dice": 0.92564099201301, + "FN": 8547, + "FP": 19802, + "IoU": 0.8615751207293075, + "TN": 71604691, + "TP": 176448, + "n_pred": 196250, + "n_ref": 184995 + }, + "4": { + "Dice": 0.7177434724604536, + "FN": 794, + "FP": 9573, + "IoU": 0.5597502972651606, + "TN": 71785940, + "TP": 13181, + "n_pred": 22754, + "n_ref": 13975 + }, + "5": { + "Dice": 0.8097052154195011, + "FN": 1416, + "FP": 2780, + "IoU": 0.680256039015469, + "TN": 71796365, + "TP": 8927, + "n_pred": 11707, + "n_ref": 10343 + }, + "6": { + "Dice": 0.9664417632863513, + "FN": 43348, + "FP": 40325, + "IoU": 0.9350627076025207, + "TN": 70520968, + "TP": 1204847, + "n_pred": 1245172, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.9188591042619693, + "FN": 15093, + "FP": 23770, + "IoU": 0.8498976478312927, + "TN": 71550578, + "TP": 220047, + "n_pred": 243817, + "n_ref": 235140 + }, + "8": { + "Dice": 0.9267980076774214, + "FN": 8201, + "FP": 3336, + "IoU": 0.863582078963238, + "TN": 71724917, + "TP": 73034, + "n_pred": 76370, + "n_ref": 81235 + }, + "9": { + "Dice": 0.8509284136366351, + "FN": 16895, + "FP": 8073, + "IoU": 0.7405355973770901, + "TN": 71713259, + "TP": 71261, + "n_pred": 79334, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9649651296125722, + "FN": 8861, + "FP": 6049, + "IoU": 0.9323020481922241, + "TN": 135225267, + "TP": 205333, + "n_pred": 211382, + "n_ref": 214194 + }, + "10": { + "Dice": 0.7843873281530185, + "FN": 19521, + "FP": 16551, + "IoU": 0.6452609012056724, + "TN": 135343824, + "TP": 65614, + "n_pred": 82165, + "n_ref": 85135 + }, + "11": { + "Dice": 0.5554762754191938, + "FN": 1990, + "FP": 502, + "IoU": 0.3845393924425784, + "TN": 135441461, + "TP": 1557, + "n_pred": 2059, + "n_ref": 3547 + }, + "12": { + "Dice": 0.5045091471270291, + "FN": 3550, + "FP": 296, + "IoU": 0.33735354927636113, + "TN": 135439706, + "TP": 1958, + "n_pred": 2254, + "n_ref": 5508 + }, + "13": { + "Dice": 0.6812810979578778, + "FN": 9697, + "FP": 19192, + "IoU": 0.5166234418137706, + "TN": 135385745, + "TP": 30876, + "n_pred": 50068, + "n_ref": 40573 + }, + "14": { + "Dice": 0.909025355053155, + "FN": 10650, + "FP": 15844, + "IoU": 0.8332231727506783, + "TN": 135286651, + "TP": 132365, + "n_pred": 148209, + "n_ref": 143015 + }, + "15": { + "Dice": 0.6892539433777186, + "FN": 20733, + "FP": 6828, + "IoU": 0.5258485729523286, + "TN": 135387383, + "TP": 30566, + "n_pred": 37394, + "n_ref": 51299 + }, + "2": { + "Dice": 0.9042751468470446, + "FN": 30266, + "FP": 7689, + "IoU": 0.8252757471412525, + "TN": 135228282, + "TP": 179273, + "n_pred": 186962, + "n_ref": 209539 + }, + "3": { + "Dice": 0.8924679487179488, + "FN": 26381, + "FP": 21931, + "IoU": 0.805816813775141, + "TN": 135196714, + "TP": 200484, + "n_pred": 222415, + "n_ref": 226865 + }, + "4": { + "Dice": 0.8639542927416669, + "FN": 3120, + "FP": 7500, + "IoU": 0.7604925464017501, + "TN": 135401169, + "TP": 33721, + "n_pred": 41221, + "n_ref": 36841 + }, + "5": { + "Dice": 0.5495542283389596, + "FN": 15346, + "FP": 5470, + "IoU": 0.3788864355194844, + "TN": 135411996, + "TP": 12698, + "n_pred": 18168, + "n_ref": 28044 + }, + "6": { + "Dice": 0.9621644720107074, + "FN": 43467, + "FP": 83855, + "IoU": 0.9270876223276047, + "TN": 133699277, + "TP": 1618911, + "n_pred": 1702766, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.7766181305359439, + "FN": 24401, + "FP": 76023, + "IoU": 0.6348125225005727, + "TN": 135170517, + "TP": 174569, + "n_pred": 250592, + "n_ref": 198970 + }, + "8": { + "Dice": 0.881168995072486, + "FN": 48750, + "FP": 16218, + "IoU": 0.787580064542075, + "TN": 135139663, + "TP": 240879, + "n_pred": 257097, + "n_ref": 289629 + }, + "9": { + "Dice": 0.8412210272010462, + "FN": 22126, + "FP": 6529, + "IoU": 0.725954687604602, + "TN": 135340947, + "TP": 75908, + "n_pred": 82437, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9197050728928199, + "FN": 17780, + "FP": 23853, + "IoU": 0.8513462849960902, + "TN": 105473938, + "TP": 238434, + "n_pred": 262287, + "n_ref": 256214 + }, + "10": { + "Dice": 0.4449209252135405, + "FN": 28737, + "FP": 50480, + "IoU": 0.286108232325508, + "TN": 105643040, + "TP": 31748, + "n_pred": 82228, + "n_ref": 60485 + }, + "11": { + "Dice": 0.622471098265896, + "FN": 746, + "FP": 1344, + "IoU": 0.4518751639129295, + "TN": 105750192, + "TP": 1723, + "n_pred": 3067, + "n_ref": 2469 + }, + "12": { + "Dice": 0.5976163450624291, + "FN": 2298, + "FP": 538, + "IoU": 0.4261432618373128, + "TN": 105749063, + "TP": 2106, + "n_pred": 2644, + "n_ref": 4404 + }, + "13": { + "Dice": 0.49670374785842303, + "FN": 49446, + "FP": 14301, + "IoU": 0.3304097559950842, + "TN": 105658802, + "TP": 31456, + "n_pred": 45757, + "n_ref": 80902 + }, + "14": { + "Dice": 0.9410962961409726, + "FN": 17377, + "FP": 5096, + "IoU": 0.8887458724634524, + "TN": 105552008, + "TP": 179524, + "n_pred": 184620, + "n_ref": 196901 + }, + "15": { + "Dice": 0.8282157676348548, + "FN": 2982, + "FP": 7368, + "IoU": 0.7067988668555241, + "TN": 105718705, + "TP": 24950, + "n_pred": 32318, + "n_ref": 27932 + }, + "2": { + "Dice": 0.9343876432420688, + "FN": 10971, + "FP": 8960, + "IoU": 0.8768551127587272, + "TN": 105592155, + "TP": 141919, + "n_pred": 150879, + "n_ref": 152890 + }, + "3": { + "Dice": 0.9456139032300959, + "FN": 7900, + "FP": 10914, + "IoU": 0.8968383651178348, + "TN": 105571631, + "TP": 163560, + "n_pred": 174474, + "n_ref": 171460 + }, + "4": { + "Dice": 0.5616035589190295, + "FN": 18888, + "FP": 15406, + "IoU": 0.3904372555990046, + "TN": 105697745, + "TP": 21966, + "n_pred": 37372, + "n_ref": 40854 + }, + "5": { + "Dice": 0.7320748028006736, + "FN": 4105, + "FP": 1941, + "IoU": 0.5773801202292744, + "TN": 105739699, + "TP": 8260, + "n_pred": 10201, + "n_ref": 12365 + }, + "6": { + "Dice": 0.9562950820309186, + "FN": 60092, + "FP": 74868, + "IoU": 0.9162504320586594, + "TN": 104142534, + "TP": 1476511, + "n_pred": 1551379, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.8594279071233232, + "FN": 22944, + "FP": 57346, + "IoU": 0.7535059927301306, + "TN": 105428277, + "TP": 245438, + "n_pred": 302784, + "n_ref": 268382 + }, + "8": { + "Dice": 0.8988668979994002, + "FN": 4739, + "FP": 14147, + "IoU": 0.8163108495842046, + "TN": 105651190, + "TP": 83929, + "n_pred": 98076, + "n_ref": 88668 + }, + "9": { + "Dice": 0.8287318415960317, + "FN": 13993, + "FP": 11143, + "IoU": 0.7075509016870274, + "TN": 105668055, + "TP": 60814, + "n_pred": 71957, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9609728752403173, + "FN": 9828, + "FP": 9944, + "IoU": 0.9248775631941094, + "TN": 96874683, + "TP": 243425, + "n_pred": 253369, + "n_ref": 253253 + }, + "10": { + "Dice": 0.8237529022725674, + "FN": 13056, + "FP": 29529, + "IoU": 0.700323005144156, + "TN": 96995777, + "TP": 99518, + "n_pred": 129047, + "n_ref": 112574 + }, + "11": { + "Dice": 0.6443634057396543, + "FN": 1529, + "FP": 714, + "IoU": 0.4753216374269006, + "TN": 97133605, + "TP": 2032, + "n_pred": 2746, + "n_ref": 3561 + }, + "12": { + "Dice": 0.7420721236405267, + "FN": 1277, + "FP": 976, + "IoU": 0.5899162722970513, + "TN": 97132386, + "TP": 3241, + "n_pred": 4217, + "n_ref": 4518 + }, + "13": { + "Dice": 0.7439185348606441, + "FN": 11288, + "FP": 15293, + "IoU": 0.5922534131001688, + "TN": 97072690, + "TP": 38609, + "n_pred": 53902, + "n_ref": 49897 + }, + "14": { + "Dice": 0.933583733331778, + "FN": 24358, + "FP": 9805, + "IoU": 0.8754402595982061, + "TN": 96863610, + "TP": 240107, + "n_pred": 249912, + "n_ref": 264465 + }, + "15": { + "Dice": 0.7586599020293912, + "FN": 5026, + "FP": 6010, + "IoU": 0.6111620040870974, + "TN": 97109498, + "TP": 17346, + "n_pred": 23356, + "n_ref": 22372 + }, + "2": { + "Dice": 0.9366655729337563, + "FN": 9544, + "FP": 7828, + "IoU": 0.8808758082986471, + "TN": 96992049, + "TP": 128459, + "n_pred": 136287, + "n_ref": 138003 + }, + "3": { + "Dice": 0.9361511688930529, + "FN": 13082, + "FP": 6749, + "IoU": 0.8799663462702467, + "TN": 96972668, + "TP": 145381, + "n_pred": 152130, + "n_ref": 158463 + }, + "4": { + "Dice": 0.9038283285821718, + "FN": 1656, + "FP": 3843, + "IoU": 0.8245317336226428, + "TN": 97106541, + "TP": 25840, + "n_pred": 29683, + "n_ref": 27496 + }, + "5": { + "Dice": 0.7996172772006561, + "FN": 2933, + "FP": 2931, + "IoU": 0.6661352767023457, + "TN": 97120316, + "TP": 11700, + "n_pred": 14631, + "n_ref": 14633 + }, + "6": { + "Dice": 0.9700784664448234, + "FN": 43614, + "FP": 46250, + "IoU": 0.9418955083852054, + "TN": 95591287, + "TP": 1456729, + "n_pred": 1502979, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.9336500699247112, + "FN": 10572, + "FP": 24062, + "IoU": 0.875556928914312, + "TN": 96859568, + "TP": 243678, + "n_pred": 267740, + "n_ref": 254250 + }, + "8": { + "Dice": 0.9285472979532243, + "FN": 8493, + "FP": 9908, + "IoU": 0.8666246267142153, + "TN": 96999916, + "TP": 119563, + "n_pred": 129471, + "n_ref": 128056 + }, + "9": { + "Dice": 0.8189540557356649, + "FN": 6059, + "FP": 21584, + "IoU": 0.6934142229714741, + "TN": 97047716, + "TP": 62521, + "n_pred": 84105, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9544925136466329, + "FN": 3459, + "FP": 12756, + "IoU": 0.9129466083268462, + "TN": 130580527, + "TP": 170050, + "n_pred": 182806, + "n_ref": 173509 + }, + "10": { + "Dice": 0.7766714082503556, + "FN": 11455, + "FP": 26382, + "IoU": 0.6348837209302326, + "TN": 130663162, + "TP": 65793, + "n_pred": 92175, + "n_ref": 77248 + }, + "11": { + "Dice": 0.7516887327749256, + "FN": 1267, + "FP": 571, + "IoU": 0.6021645021645021, + "TN": 130762172, + "TP": 2782, + "n_pred": 3353, + "n_ref": 4049 + }, + "12": { + "Dice": 0.6780055240587295, + "FN": 996, + "FP": 1219, + "IoU": 0.5128656256872663, + "TN": 130762245, + "TP": 2332, + "n_pred": 3551, + "n_ref": 3328 + }, + "13": { + "Dice": 0.788070693504345, + "FN": 17066, + "FP": 6761, + "IoU": 0.6502612728980742, + "TN": 130698664, + "TP": 44301, + "n_pred": 51062, + "n_ref": 61367 + }, + "14": { + "Dice": 0.9506055027797102, + "FN": 5023, + "FP": 11023, + "IoU": 0.9058609562921678, + "TN": 130596342, + "TP": 154404, + "n_pred": 165427, + "n_ref": 159427 + }, + "15": { + "Dice": 0.8308762122270891, + "FN": 4415, + "FP": 5508, + "IoU": 0.7106828386494839, + "TN": 130732494, + "TP": 24375, + "n_pred": 29883, + "n_ref": 28790 + }, + "2": { + "Dice": 0.9034900701372459, + "FN": 15679, + "FP": 16506, + "IoU": 0.8239688903230746, + "TN": 130583955, + "TP": 150652, + "n_pred": 167158, + "n_ref": 166331 + }, + "3": { + "Dice": 0.9032135912701394, + "FN": 15782, + "FP": 16423, + "IoU": 0.8235091026666813, + "TN": 130584318, + "TP": 150269, + "n_pred": 166692, + "n_ref": 166051 + }, + "4": { + "Dice": 0.7137634621084873, + "FN": 11876, + "FP": 2609, + "IoU": 0.5549239514518359, + "TN": 130734247, + "TP": 18060, + "n_pred": 20669, + "n_ref": 29936 + }, + "5": { + "Dice": 0.6645139702191735, + "FN": 11450, + "FP": 8602, + "IoU": 0.4975821202174839, + "TN": 130726881, + "TP": 19859, + "n_pred": 28461, + "n_ref": 31309 + }, + "6": { + "Dice": 0.9603561344384735, + "FN": 29682, + "FP": 78260, + "IoU": 0.9237356812755985, + "TN": 129351425, + "TP": 1307425, + "n_pred": 1385685, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.928264300278971, + "FN": 22633, + "FP": 42733, + "IoU": 0.8661317342704891, + "TN": 130278506, + "TP": 422920, + "n_pred": 465653, + "n_ref": 445553 + }, + "8": { + "Dice": 0.9062682273646183, + "FN": 13469, + "FP": 31366, + "IoU": 0.8286019022570188, + "TN": 130505208, + "TP": 216749, + "n_pred": 248115, + "n_ref": 230218 + }, + "9": { + "Dice": 0.8603688253758467, + "FN": 18704, + "FP": 8342, + "IoU": 0.7549537469081552, + "TN": 130656421, + "TP": 83325, + "n_pred": 91667, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7313598253095194, + "FN": 23332, + "FP": 107074, + "IoU": 0.5764911437460623, + "TN": 71928090, + "TP": 177512, + "n_pred": 284586, + "n_ref": 200844 + }, + "10": { + "Dice": 0.3797271237539949, + "FN": 41692, + "FP": 26819, + "IoU": 0.23435998301334346, + "TN": 72146526, + "TP": 20971, + "n_pred": 47790, + "n_ref": 62663 + }, + "11": { + "Dice": 0.3584795321637427, + "FN": 2074, + "FP": 120, + "IoU": 0.21838261489134306, + "TN": 72233201, + "TP": 613, + "n_pred": 733, + "n_ref": 2687 + }, + "12": { + "Dice": 0.46790663749088257, + "FN": 2788, + "FP": 130, + "IoU": 0.3054034753630088, + "TN": 72231807, + "TP": 1283, + "n_pred": 1413, + "n_ref": 4071 + }, + "13": { + "Dice": 0.261754415905794, + "FN": 58168, + "FP": 11044, + "IoU": 0.15058540536560222, + "TN": 72154526, + "TP": 12270, + "n_pred": 23314, + "n_ref": 70438 + }, + "14": { + "Dice": 0.4010031555875663, + "FN": 35150, + "FP": 80451, + "IoU": 0.250784206978794, + "TN": 72081712, + "TP": 38695, + "n_pred": 119146, + "n_ref": 73845 + }, + "15": { + "Dice": 0.7427452555477457, + "FN": 6125, + "FP": 9247, + "IoU": 0.5907675105822219, + "TN": 72198445, + "TP": 22191, + "n_pred": 31438, + "n_ref": 28316 + }, + "2": { + "Dice": 0.2800064465007588, + "FN": 106446, + "FP": 774, + "IoU": 0.16279505579023806, + "TN": 72107939, + "TP": 20849, + "n_pred": 21623, + "n_ref": 127295 + }, + "3": { + "Dice": 0.7117535048940459, + "FN": 8452, + "FP": 120975, + "IoU": 0.552497916817935, + "TN": 71946787, + "TP": 159794, + "n_pred": 280769, + "n_ref": 168246 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 10262, + "IoU": 0.0, + "TN": 72225746, + "TP": 0, + "n_pred": 10262, + "n_ref": 0 + }, + "5": { + "Dice": 0.7974240082431736, + "FN": 488, + "FP": 3444, + "IoU": 0.663096564133322, + "TN": 72224337, + "TP": 7739, + "n_pred": 11183, + "n_ref": 8227 + }, + "6": { + "Dice": 0.8065415307619761, + "FN": 317951, + "FP": 254765, + "IoU": 0.6758019248687563, + "TN": 70469446, + "TP": 1193846, + "n_pred": 1448611, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.5527500625632433, + "FN": 85253, + "FP": 325801, + "IoU": 0.3819313086599445, + "TN": 71570946, + "TP": 254008, + "n_pred": 579809, + "n_ref": 339261 + }, + "8": { + "Dice": 0.9293779450552707, + "FN": 4859, + "FP": 4673, + "IoU": 0.8680728561147096, + "TN": 72163756, + "TP": 62720, + "n_pred": 67393, + "n_ref": 67579 + }, + "9": { + "Dice": 0.6113913691385018, + "FN": 24593, + "FP": 7222, + "IoU": 0.44029063016783365, + "TN": 72179166, + "TP": 25027, + "n_pred": 32249, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8240917480399426, + "FN": 10632, + "FP": 22821, + "IoU": 0.700812964503233, + "TN": 52441307, + "TP": 78360, + "n_pred": 101181, + "n_ref": 88992 + }, + "10": { + "Dice": 0.20379330009749996, + "FN": 41645, + "FP": 1636, + "IoU": 0.11345759934453092, + "TN": 52504300, + "TP": 5539, + "n_pred": 7175, + "n_ref": 47184 + }, + "11": { + "Dice": 0.0, + "FN": 2042, + "FP": 0, + "IoU": 0.0, + "TN": 52551078, + "TP": 0, + "n_pred": 0, + "n_ref": 2042 + }, + "12": { + "Dice": 0.0, + "FN": 4066, + "FP": 653, + "IoU": 0.0, + "TN": 52548401, + "TP": 0, + "n_pred": 653, + "n_ref": 4066 + }, + "13": { + "Dice": 0.23093131057732827, + "FN": 18327, + "FP": 3573, + "IoU": 0.13053835159599808, + "TN": 52527932, + "TP": 3288, + "n_pred": 6861, + "n_ref": 21615 + }, + "14": { + "Dice": 0.28386760187815196, + "FN": 46043, + "FP": 3373, + "IoU": 0.16541124809998312, + "TN": 52493910, + "TP": 9794, + "n_pred": 13167, + "n_ref": 55837 + }, + "15": { + "Dice": 0.005840209160979254, + "FN": 25183, + "FP": 4096, + "IoU": 0.0029286565639366595, + "TN": 52523755, + "TP": 86, + "n_pred": 4182, + "n_ref": 25269 + }, + "2": { + "Dice": 0.5623096471318552, + "FN": 77103, + "FP": 13147, + "IoU": 0.3911201365510076, + "TN": 52404897, + "TP": 57973, + "n_pred": 71120, + "n_ref": 135076 + }, + "3": { + "Dice": 0.7367342844811341, + "FN": 21898, + "FP": 64718, + "IoU": 0.5831981945132837, + "TN": 52345309, + "TP": 121195, + "n_pred": 185913, + "n_ref": 143093 + }, + "4": { + "Dice": 0.0, + "FN": 1880, + "FP": 0, + "IoU": 0.0, + "TN": 52551240, + "TP": 0, + "n_pred": 0, + "n_ref": 1880 + }, + "5": { + "Dice": 0.70117612893858, + "FN": 1453, + "FP": 2663, + "IoU": 0.539854667411962, + "TN": 52544175, + "TP": 4829, + "n_pred": 7492, + "n_ref": 6282 + }, + "6": { + "Dice": 0.9188779249443794, + "FN": 70085, + "FP": 53996, + "IoU": 0.8499298517210517, + "TN": 51726300, + "TP": 702739, + "n_pred": 756735, + "n_ref": 772824 + }, + "7": { + "Dice": 0.5525373879748064, + "FN": 113408, + "FP": 15608, + "IoU": 0.3817282625364208, + "TN": 52344448, + "TP": 79656, + "n_pred": 95264, + "n_ref": 193064 + }, + "8": { + "Dice": 0.8545320092964294, + "FN": 10998, + "FP": 5526, + "IoU": 0.7460112514986628, + "TN": 52488062, + "TP": 48534, + "n_pred": 54060, + "n_ref": 59532 + }, + "9": { + "Dice": 0.8289932105009157, + "FN": 15392, + "FP": 10475, + "IoU": 0.7079320273245638, + "TN": 52464555, + "TP": 62698, + "n_pred": 73173, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9375273810566898, + "FN": 14522, + "FP": 22554, + "IoU": 0.8824014514266865, + "TN": 143821974, + "TP": 278200, + "n_pred": 300754, + "n_ref": 292722 + }, + "10": { + "Dice": 0.7994306065349354, + "FN": 24990, + "FP": 11785, + "IoU": 0.66587621747347, + "TN": 144027186, + "TP": 73289, + "n_pred": 85074, + "n_ref": 98279 + }, + "11": { + "Dice": 0.541157294213529, + "FN": 3963, + "FP": 541, + "IoU": 0.37094972067039106, + "TN": 144130090, + "TP": 2656, + "n_pred": 3197, + "n_ref": 6619 + }, + "12": { + "Dice": 0.5300451545675582, + "FN": 3357, + "FP": 702, + "IoU": 0.360586011342155, + "TN": 144130902, + "TP": 2289, + "n_pred": 2991, + "n_ref": 5646 + }, + "13": { + "Dice": 0.8178755008701988, + "FN": 23472, + "FP": 12526, + "IoU": 0.69186917407791, + "TN": 144020423, + "TP": 80829, + "n_pred": 93355, + "n_ref": 104301 + }, + "14": { + "Dice": 0.9418912208518703, + "FN": 38320, + "FP": 7552, + "IoU": 0.8901648293762151, + "TN": 143719606, + "TP": 371772, + "n_pred": 379324, + "n_ref": 410092 + }, + "15": { + "Dice": 0.8363546979659559, + "FN": 2251, + "FP": 5738, + "IoU": 0.718736797634136, + "TN": 144108846, + "TP": 20415, + "n_pred": 26153, + "n_ref": 22666 + }, + "2": { + "Dice": 0.9585795363359157, + "FN": 6633, + "FP": 4723, + "IoU": 0.9204539086578873, + "TN": 143994490, + "TP": 131404, + "n_pred": 136127, + "n_ref": 138037 + }, + "3": { + "Dice": 0.9580308622242888, + "FN": 9363, + "FP": 5079, + "IoU": 0.9194426470916353, + "TN": 143957974, + "TP": 164834, + "n_pred": 169913, + "n_ref": 174197 + }, + "4": { + "Dice": 0.9205832811973628, + "FN": 3348, + "FP": 4903, + "IoU": 0.8528525315214096, + "TN": 144081177, + "TP": 47822, + "n_pred": 52725, + "n_ref": 51170 + }, + "5": { + "Dice": 0.7164489206606331, + "FN": 11787, + "FP": 4317, + "IoU": 0.5581771790721282, + "TN": 144100801, + "TP": 20345, + "n_pred": 24662, + "n_ref": 32132 + }, + "6": { + "Dice": 0.9479883917135872, + "FN": 45909, + "FP": 98132, + "IoU": 0.9011197065189559, + "TN": 142680529, + "TP": 1312680, + "n_pred": 1410812, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.9233383417787484, + "FN": 21381, + "FP": 16426, + "IoU": 0.8575937804864269, + "TN": 143871763, + "TP": 227680, + "n_pred": 244106, + "n_ref": 249061 + }, + "8": { + "Dice": 0.8895888395644624, + "FN": 21108, + "FP": 30526, + "IoU": 0.8011346348640248, + "TN": 143877607, + "TP": 208009, + "n_pred": 238535, + "n_ref": 229117 + }, + "9": { + "Dice": 0.8756380461197245, + "FN": 11946, + "FP": 11492, + "IoU": 0.7787866203563878, + "TN": 144031298, + "TP": 82514, + "n_pred": 94006, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9262345372684537, + "FN": 8701, + "FP": 24001, + "IoU": 0.8626041434711549, + "TN": 111540907, + "TP": 205311, + "n_pred": 229312, + "n_ref": 214012 + }, + "10": { + "Dice": 0.6164879745001449, + "FN": 20472, + "FP": 11292, + "IoU": 0.445596397528537, + "TN": 111721626, + "TP": 25530, + "n_pred": 36822, + "n_ref": 46002 + }, + "11": { + "Dice": 0.6002113420218387, + "FN": 2091, + "FP": 179, + "IoU": 0.4287871162556618, + "TN": 111774946, + "TP": 1704, + "n_pred": 1883, + "n_ref": 3795 + }, + "12": { + "Dice": 0.6186369958275383, + "FN": 2436, + "FP": 306, + "IoU": 0.4478453483689086, + "TN": 111773954, + "TP": 2224, + "n_pred": 2530, + "n_ref": 4660 + }, + "13": { + "Dice": 0.5541148348699937, + "FN": 24546, + "FP": 21155, + "IoU": 0.3832357148640989, + "TN": 111704822, + "TP": 28397, + "n_pred": 49552, + "n_ref": 52943 + }, + "14": { + "Dice": 0.8446823909469557, + "FN": 3860, + "FP": 28545, + "IoU": 0.7311256959368077, + "TN": 111658399, + "TP": 88116, + "n_pred": 116661, + "n_ref": 91976 + }, + "15": { + "Dice": 0.5819184600410944, + "FN": 5351, + "FP": 2381, + "IoU": 0.41035613513307406, + "TN": 111765807, + "TP": 5381, + "n_pred": 7762, + "n_ref": 10732 + }, + "2": { + "Dice": 0.8695475571399176, + "FN": 43611, + "FP": 5206, + "IoU": 0.7692031298016689, + "TN": 111567405, + "TP": 162698, + "n_pred": 167904, + "n_ref": 206309 + }, + "3": { + "Dice": 0.7312012678671885, + "FN": 2999, + "FP": 41438, + "IoU": 0.5762941350343735, + "TN": 111674043, + "TP": 60440, + "n_pred": 101878, + "n_ref": 63439 + }, + "4": { + "Dice": 0.8762649494020239, + "FN": 1534, + "FP": 3308, + "IoU": 0.7797789602947196, + "TN": 111756933, + "TP": 17145, + "n_pred": 20453, + "n_ref": 18679 + }, + "5": { + "Dice": 0.5242972521770518, + "FN": 14796, + "FP": 6290, + "IoU": 0.35528649177520943, + "TN": 111746214, + "TP": 11620, + "n_pred": 17910, + "n_ref": 26416 + }, + "6": { + "Dice": 0.9631726531598653, + "FN": 45093, + "FP": 45882, + "IoU": 0.9289614670130552, + "TN": 110498277, + "TP": 1189668, + "n_pred": 1235550, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.8683039185415732, + "FN": 45754, + "FP": 12681, + "IoU": 0.7672589246952082, + "TN": 111527847, + "TP": 192638, + "n_pred": 205319, + "n_ref": 238392 + }, + "8": { + "Dice": 0.8841745196266428, + "FN": 40476, + "FP": 21557, + "IoU": 0.7923949893408031, + "TN": 111480117, + "TP": 236770, + "n_pred": 258327, + "n_ref": 277246 + }, + "9": { + "Dice": 0.8166629925783416, + "FN": 19213, + "FP": 8232, + "IoU": 0.6901355974303102, + "TN": 111690349, + "TP": 61126, + "n_pred": 69358, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9098380483742066, + "FN": 16837, + "FP": 12608, + "IoU": 0.8345898029346336, + "TN": 198909863, + "TP": 148567, + "n_pred": 161175, + "n_ref": 165404 + }, + "10": { + "Dice": 0.7766403171932397, + "FN": 16508, + "FP": 10307, + "IoU": 0.6348421712013509, + "TN": 199014441, + "TP": 46619, + "n_pred": 56926, + "n_ref": 63127 + }, + "11": { + "Dice": 0.7406230910201588, + "FN": 1404, + "FP": 719, + "IoU": 0.5880869227784246, + "TN": 199082721, + "TP": 3031, + "n_pred": 3750, + "n_ref": 4435 + }, + "12": { + "Dice": 0.6202822448309813, + "FN": 1445, + "FP": 869, + "IoU": 0.4495718363463368, + "TN": 199083671, + "TP": 1890, + "n_pred": 2759, + "n_ref": 3335 + }, + "13": { + "Dice": 0.3434987323433539, + "FN": 26110, + "FP": 10142, + "IoU": 0.20736400209900296, + "TN": 199042139, + "TP": 9484, + "n_pred": 19626, + "n_ref": 35594 + }, + "14": { + "Dice": 0.6592683109304471, + "FN": 20512, + "FP": 6814, + "IoU": 0.49172277817045495, + "TN": 199034113, + "TP": 26436, + "n_pred": 33250, + "n_ref": 46948 + }, + "15": { + "Dice": 0.7171021619173499, + "FN": 60982, + "FP": 232, + "IoU": 0.5589705903543278, + "TN": 198949077, + "TP": 77584, + "n_pred": 77816, + "n_ref": 138566 + }, + "2": { + "Dice": 0.9283573958049578, + "FN": 5186, + "FP": 14013, + "IoU": 0.8662938485002541, + "TN": 198944284, + "TP": 124392, + "n_pred": 138405, + "n_ref": 129578 + }, + "3": { + "Dice": 0.9515867584020749, + "FN": 6746, + "FP": 6694, + "IoU": 0.907644734581687, + "TN": 198942350, + "TP": 132085, + "n_pred": 138779, + "n_ref": 138831 + }, + "4": { + "Dice": 0.8042680189102818, + "FN": 1894, + "FP": 5517, + "IoU": 0.6726156292794981, + "TN": 199065238, + "TP": 15226, + "n_pred": 20743, + "n_ref": 17120 + }, + "5": { + "Dice": 0.6525510786439904, + "FN": 8634, + "FP": 3542, + "IoU": 0.484286319356205, + "TN": 199064265, + "TP": 11434, + "n_pred": 14976, + "n_ref": 20068 + }, + "6": { + "Dice": 0.9615810171529358, + "FN": 41727, + "FP": 47233, + "IoU": 0.9260048526044279, + "TN": 197885634, + "TP": 1113281, + "n_pred": 1160514, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.8496638789229431, + "FN": 17397, + "FP": 31713, + "IoU": 0.7386222716603952, + "TN": 198899986, + "TP": 138779, + "n_pred": 170492, + "n_ref": 156176 + }, + "8": { + "Dice": 0.8967463085711482, + "FN": 8704, + "FP": 16547, + "IoU": 0.812819676505908, + "TN": 198952973, + "TP": 109651, + "n_pred": 126198, + "n_ref": 118355 + }, + "9": { + "Dice": 0.892174628517695, + "FN": 12316, + "FP": 9700, + "IoU": 0.8053386855763535, + "TN": 198974776, + "TP": 91083, + "n_pred": 100783, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8236324351078917, + "FN": 11315, + "FP": 62801, + "IoU": 0.7001488817684565, + "TN": 130828016, + "TP": 173060, + "n_pred": 235861, + "n_ref": 184375 + }, + "10": { + "Dice": 0.8017931514576857, + "FN": 15918, + "FP": 17110, + "IoU": 0.6691608818903948, + "TN": 130975361, + "TP": 66803, + "n_pred": 83913, + "n_ref": 82721 + }, + "11": { + "Dice": 0.6291913214990138, + "FN": 1200, + "FP": 2184, + "IoU": 0.4589928057553957, + "TN": 131068937, + "TP": 2871, + "n_pred": 5055, + "n_ref": 4071 + }, + "12": { + "Dice": 0.7128545818833703, + "FN": 1255, + "FP": 1468, + "IoU": 0.5538259872194002, + "TN": 131069089, + "TP": 3380, + "n_pred": 4848, + "n_ref": 4635 + }, + "13": { + "Dice": 0.4512866432776008, + "FN": 59415, + "FP": 15345, + "IoU": 0.29139455750073456, + "TN": 130969689, + "TP": 30743, + "n_pred": 46088, + "n_ref": 90158 + }, + "14": { + "Dice": 0.47409475163825704, + "FN": 8719, + "FP": 97537, + "IoU": 0.3106973726889393, + "TN": 130921042, + "TP": 47894, + "n_pred": 145431, + "n_ref": 56613 + }, + "15": { + "Dice": 0.6872263625259055, + "FN": 2543, + "FP": 20246, + "IoU": 0.523491897543126, + "TN": 131027367, + "TP": 25036, + "n_pred": 45282, + "n_ref": 27579 + }, + "2": { + "Dice": 0.922867244133378, + "FN": 12642, + "FP": 12033, + "IoU": 0.8567813383326852, + "TN": 130902903, + "TP": 147614, + "n_pred": 159647, + "n_ref": 160256 + }, + "3": { + "Dice": 0.9001410508286736, + "FN": 11383, + "FP": 28263, + "IoU": 0.8184149899465495, + "TN": 130856859, + "TP": 178687, + "n_pred": 206950, + "n_ref": 190070 + }, + "4": { + "Dice": 0.8321021333987249, + "FN": 18787, + "FP": 3123, + "IoU": 0.7124785113446978, + "TN": 130998989, + "TP": 54293, + "n_pred": 57416, + "n_ref": 73080 + }, + "5": { + "Dice": 0.7238793937439536, + "FN": 5720, + "FP": 1130, + "IoU": 0.5672499842062038, + "TN": 131059363, + "TP": 8979, + "n_pred": 10109, + "n_ref": 14699 + }, + "6": { + "Dice": 0.9613331273534024, + "FN": 46046, + "FP": 68339, + "IoU": 0.9255451893867153, + "TN": 129538891, + "TP": 1421916, + "n_pred": 1490255, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.7107911298295249, + "FN": 69695, + "FP": 506025, + "IoU": 0.5513390004332931, + "TN": 129791996, + "TP": 707476, + "n_pred": 1213501, + "n_ref": 777171 + }, + "8": { + "Dice": 0.9229656533257864, + "FN": 10783, + "FP": 8815, + "IoU": 0.8569509934161545, + "TN": 130938190, + "TP": 117404, + "n_pred": 126219, + "n_ref": 128187 + }, + "9": { + "Dice": 0.6905742916730251, + "FN": 24815, + "FP": 11683, + "IoU": 0.5273871494056406, + "TN": 130997966, + "TP": 40728, + "n_pred": 52411, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8189959326018352, + "FN": 4416, + "FP": 88903, + "IoU": 0.6934742692344329, + "TN": 101312759, + "TP": 211122, + "n_pred": 300025, + "n_ref": 215538 + }, + "10": { + "Dice": 0.7685976799460783, + "FN": 13324, + "FP": 6245, + "IoU": 0.6241645540447107, + "TN": 101565132, + "TP": 32499, + "n_pred": 38744, + "n_ref": 45823 + }, + "11": { + "Dice": 0.7274259571394173, + "FN": 1938, + "FP": 326, + "IoU": 0.5716177861873226, + "TN": 101611915, + "TP": 3021, + "n_pred": 3347, + "n_ref": 4959 + }, + "12": { + "Dice": 0.7976040962225872, + "FN": 1362, + "FP": 733, + "IoU": 0.6633456532219187, + "TN": 101610977, + "TP": 4128, + "n_pred": 4861, + "n_ref": 5490 + }, + "13": { + "Dice": 0.746107818800132, + "FN": 8087, + "FP": 27301, + "IoU": 0.5950334725639412, + "TN": 101529815, + "TP": 51997, + "n_pred": 79298, + "n_ref": 60084 + }, + "14": { + "Dice": 0.9112616439489057, + "FN": 1167, + "FP": 10636, + "IoU": 0.8369886473496672, + "TN": 101544794, + "TP": 60603, + "n_pred": 71239, + "n_ref": 61770 + }, + "15": { + "Dice": 0.7943771919900441, + "FN": 5180, + "FP": 9360, + "IoU": 0.6588936329939473, + "TN": 101574574, + "TP": 28086, + "n_pred": 37446, + "n_ref": 33266 + }, + "2": { + "Dice": 0.7775452029139183, + "FN": 59417, + "FP": 5199, + "IoU": 0.6360523143819491, + "TN": 101439658, + "TP": 112926, + "n_pred": 118125, + "n_ref": 172343 + }, + "3": { + "Dice": 0.8388204351474712, + "FN": 9045, + "FP": 53953, + "IoU": 0.7223864943351826, + "TN": 101390273, + "TP": 163929, + "n_pred": 217882, + "n_ref": 172974 + }, + "4": { + "Dice": 0.3241551939924906, + "FN": 1709, + "FP": 58771, + "IoU": 0.19342793129200897, + "TN": 101542216, + "TP": 14504, + "n_pred": 73275, + "n_ref": 16213 + }, + "5": { + "Dice": 0.7081861209252717, + "FN": 9124, + "FP": 8386, + "IoU": 0.5482106458188198, + "TN": 101578443, + "TP": 21247, + "n_pred": 29633, + "n_ref": 30371 + }, + "6": { + "Dice": 0.9273077119788564, + "FN": 192012, + "FP": 18340, + "IoU": 0.8644675852844188, + "TN": 100065158, + "TP": 1341690, + "n_pred": 1360030, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.9372420195504729, + "FN": 28543, + "FP": 24930, + "IoU": 0.8818960071737469, + "TN": 101164438, + "TP": 399289, + "n_pred": 424219, + "n_ref": 427832 + }, + "8": { + "Dice": 0.9086155256587701, + "FN": 27779, + "FP": 13289, + "IoU": 0.8325347730525663, + "TN": 101371967, + "TP": 204165, + "n_pred": 217454, + "n_ref": 231944 + }, + "9": { + "Dice": 0.8381841301807995, + "FN": 16071, + "FP": 8998, + "IoU": 0.7214431752522334, + "TN": 101527204, + "TP": 64927, + "n_pred": 73925, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8739967208330114, + "FN": 7960, + "FP": 50754, + "IoU": 0.7761937616021773, + "TN": 118919869, + "TP": 203629, + "n_pred": 254383, + "n_ref": 211589 + }, + "10": { + "Dice": 0.8138968273827554, + "FN": 18948, + "FP": 9314, + "IoU": 0.6861939552752548, + "TN": 119092150, + "TP": 61800, + "n_pred": 71114, + "n_ref": 80748 + }, + "11": { + "Dice": 0.43178519593613934, + "FN": 2848, + "FP": 284, + "IoU": 0.2753354928273947, + "TN": 119177890, + "TP": 1190, + "n_pred": 1474, + "n_ref": 4038 + }, + "12": { + "Dice": 0.3105234460196292, + "FN": 2996, + "FP": 2062, + "IoU": 0.18379861223172503, + "TN": 119176015, + "TP": 1139, + "n_pred": 3201, + "n_ref": 4135 + }, + "13": { + "Dice": 0.67, + "FN": 9491, + "FP": 13741, + "IoU": 0.5037593984962406, + "TN": 119135396, + "TP": 23584, + "n_pred": 37325, + "n_ref": 33075 + }, + "14": { + "Dice": 0.08410448635351997, + "FN": 62277, + "FP": 15913, + "IoU": 0.04389826363414038, + "TN": 119100432, + "TP": 3590, + "n_pred": 19503, + "n_ref": 65867 + }, + "15": { + "Dice": 0.5400978092322373, + "FN": 7136, + "FP": 15998, + "IoU": 0.36995479056593494, + "TN": 119145494, + "TP": 13584, + "n_pred": 29582, + "n_ref": 20720 + }, + "2": { + "Dice": 0.9256342957130359, + "FN": 19974, + "FP": 7906, + "IoU": 0.8615635179153095, + "TN": 118980820, + "TP": 173512, + "n_pred": 181418, + "n_ref": 193486 + }, + "3": { + "Dice": 0.9366737685140026, + "FN": 14550, + "FP": 10120, + "IoU": 0.8808903051371185, + "TN": 118975092, + "TP": 182450, + "n_pred": 192570, + "n_ref": 197000 + }, + "4": { + "Dice": 0.8188945559510268, + "FN": 9861, + "FP": 4946, + "IoU": 0.6933289149390054, + "TN": 119133929, + "TP": 33476, + "n_pred": 38422, + "n_ref": 43337 + }, + "5": { + "Dice": 0.8503143126119833, + "FN": 3722, + "FP": 1207, + "IoU": 0.7396058957155687, + "TN": 119163283, + "TP": 14000, + "n_pred": 15207, + "n_ref": 17722 + }, + "6": { + "Dice": 0.9426927737826164, + "FN": 95195, + "FP": 104651, + "IoU": 0.8915977782117208, + "TN": 117338652, + "TP": 1643714, + "n_pred": 1748365, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.8613031809582472, + "FN": 52919, + "FP": 25892, + "IoU": 0.7563937709802855, + "TN": 118858694, + "TP": 244707, + "n_pred": 270599, + "n_ref": 297626 + }, + "8": { + "Dice": 0.9500930593731126, + "FN": 5082, + "FP": 3016, + "IoU": 0.9049307349142991, + "TN": 119097032, + "TP": 77082, + "n_pred": 80098, + "n_ref": 82164 + }, + "9": { + "Dice": 0.8852634394223055, + "FN": 16011, + "FP": 2007, + "IoU": 0.7941458733205374, + "TN": 119094684, + "TP": 69510, + "n_pred": 71517, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 92663, + "IoU": 0.0, + "TN": 61239817, + "TP": 0, + "n_pred": 92663, + "n_ref": 0 + }, + "10": { + "Dice": 0.6820412607962767, + "FN": 11567, + "FP": 9748, + "IoU": 0.5174981890619341, + "TN": 61288304, + "TP": 22861, + "n_pred": 32609, + "n_ref": 34428 + }, + "11": { + "Dice": 0.7050522156364663, + "FN": 1366, + "FP": 724, + "IoU": 0.544463818657367, + "TN": 61327892, + "TP": 2498, + "n_pred": 3222, + "n_ref": 3864 + }, + "12": { + "Dice": 0.4092531772097672, + "FN": 3417, + "FP": 720, + "IoU": 0.2572710951526032, + "TN": 61326910, + "TP": 1433, + "n_pred": 2153, + "n_ref": 4850 + }, + "13": { + "Dice": 0.48808109768584884, + "FN": 28863, + "FP": 21131, + "IoU": 0.32282227369390604, + "TN": 61258653, + "TP": 23833, + "n_pred": 44964, + "n_ref": 52696 + }, + "14": { + "Dice": 0.9092270571594975, + "FN": 41088, + "FP": 4734, + "IoU": 0.8335621662852785, + "TN": 61057170, + "TP": 229488, + "n_pred": 234222, + "n_ref": 270576 + }, + "15": { + "Dice": 0.6228859158484901, + "FN": 51344, + "FP": 5426, + "IoU": 0.45231250120593514, + "TN": 61228826, + "TP": 46884, + "n_pred": 52310, + "n_ref": 98228 + }, + "2": { + "Dice": 0.714436273090509, + "FN": 68410, + "FP": 5561, + "IoU": 0.555737734455235, + "TN": 61165977, + "TP": 92532, + "n_pred": 98093, + "n_ref": 160942 + }, + "3": { + "Dice": 0.7617125047434788, + "FN": 6202, + "FP": 70406, + "IoU": 0.6151338099281088, + "TN": 61133429, + "TP": 122443, + "n_pred": 192849, + "n_ref": 128645 + }, + "4": { + "Dice": 0.8922867138338418, + "FN": 2273, + "FP": 7364, + "IoU": 0.8055213609670454, + "TN": 61282927, + "TP": 39916, + "n_pred": 47280, + "n_ref": 42189 + }, + "5": { + "Dice": 0.7971059303691794, + "FN": 2127, + "FP": 1154, + "IoU": 0.6626567962163273, + "TN": 61322754, + "TP": 6445, + "n_pred": 7599, + "n_ref": 8572 + }, + "6": { + "Dice": 0.9409814014290891, + "FN": 25953, + "FP": 122084, + "IoU": 0.8885409592417861, + "TN": 60004306, + "TP": 1180137, + "n_pred": 1302221, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.5728297893842029, + "FN": 107865, + "FP": 35853, + "IoU": 0.4013745418193935, + "TN": 61092400, + "TP": 96362, + "n_pred": 132215, + "n_ref": 204227 + }, + "8": { + "Dice": 0.909929615864321, + "FN": 9622, + "FP": 4749, + "IoU": 0.8347439111335986, + "TN": 61245518, + "TP": 72591, + "n_pred": 77340, + "n_ref": 82213 + }, + "9": { + "Dice": 0.8427287699731284, + "FN": 5042, + "FP": 16730, + "IoU": 0.7282033356636373, + "TN": 61252376, + "TP": 58332, + "n_pred": 75062, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9728858578002645, + "FN": 3904, + "FP": 5753, + "IoU": 0.9472032540771641, + "TN": 148924591, + "TP": 173252, + "n_pred": 179005, + "n_ref": 177156 + }, + "10": { + "Dice": 0.8211463473549812, + "FN": 13312, + "FP": 12603, + "IoU": 0.6965634330542708, + "TN": 149022095, + "TP": 59490, + "n_pred": 72093, + "n_ref": 72802 + }, + "11": { + "Dice": 0.6737166776823089, + "FN": 1075, + "FP": 406, + "IoU": 0.5079734219269103, + "TN": 149104490, + "TP": 1529, + "n_pred": 1935, + "n_ref": 2604 + }, + "12": { + "Dice": 0.6003627569528416, + "FN": 1104, + "FP": 218, + "IoU": 0.4289416846652268, + "TN": 149105185, + "TP": 993, + "n_pred": 1211, + "n_ref": 2097 + }, + "13": { + "Dice": 0.6868019195670404, + "FN": 35636, + "FP": 8809, + "IoU": 0.5229994848458831, + "TN": 149014324, + "TP": 48731, + "n_pred": 57540, + "n_ref": 84367 + }, + "14": { + "Dice": 0.8809404505752547, + "FN": 3403, + "FP": 20833, + "IoU": 0.7872149887180748, + "TN": 148993601, + "TP": 89663, + "n_pred": 110496, + "n_ref": 93066 + }, + "15": { + "Dice": 0.7995172803368767, + "FN": 6905, + "FP": 8711, + "IoU": 0.6659964922787355, + "TN": 149060746, + "TP": 31138, + "n_pred": 39849, + "n_ref": 38043 + }, + "2": { + "Dice": 0.9558704428411571, + "FN": 2391, + "FP": 11885, + "IoU": 0.915471108242692, + "TN": 148938611, + "TP": 154613, + "n_pred": 166498, + "n_ref": 157004 + }, + "3": { + "Dice": 0.8082152832366075, + "FN": 11762, + "FP": 11172, + "IoU": 0.678155435179208, + "TN": 149036242, + "TP": 48324, + "n_pred": 59496, + "n_ref": 60086 + }, + "4": { + "Dice": 0.9160185167831775, + "FN": 1395, + "FP": 3086, + "IoU": 0.8450499671496248, + "TN": 149078581, + "TP": 24438, + "n_pred": 27524, + "n_ref": 25833 + }, + "5": { + "Dice": 0.326508235406288, + "FN": 26867, + "FP": 1388, + "IoU": 0.1951059708295351, + "TN": 149072396, + "TP": 6849, + "n_pred": 8237, + "n_ref": 33716 + }, + "6": { + "Dice": 0.9703529098702569, + "FN": 26683, + "FP": 39273, + "IoU": 0.9424131036469838, + "TN": 147962170, + "TP": 1079374, + "n_pred": 1118647, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.8975206291403557, + "FN": 43456, + "FP": 9450, + "IoU": 0.8140929008408795, + "TN": 148822917, + "TP": 231677, + "n_pred": 241127, + "n_ref": 275133 + }, + "8": { + "Dice": 0.936049924789377, + "FN": 17801, + "FP": 11066, + "IoU": 0.8797874511208372, + "TN": 148867367, + "TP": 211266, + "n_pred": 222332, + "n_ref": 229067 + }, + "9": { + "Dice": 0.8671354775006924, + "FN": 15474, + "FP": 6594, + "IoU": 0.7654361667074117, + "TN": 149013419, + "TP": 72013, + "n_pred": 78607, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8364682978346839, + "FN": 82657, + "FP": 86432, + "IoU": 0.7189046042132142, + "TN": 100111264, + "TP": 432447, + "n_pred": 518879, + "n_ref": 515104 + }, + "10": { + "Dice": 0.5033522434244456, + "FN": 23343, + "FP": 6510, + "IoU": 0.3363197794624397, + "TN": 100667819, + "TP": 15128, + "n_pred": 21638, + "n_ref": 38471 + }, + "11": { + "Dice": 0.1964392878575715, + "FN": 2990, + "FP": 1027, + "IoU": 0.10891748003549245, + "TN": 100708292, + "TP": 491, + "n_pred": 1518, + "n_ref": 3481 + }, + "12": { + "Dice": 0.6284820643143387, + "FN": 2658, + "FP": 1143, + "IoU": 0.4582383124287343, + "TN": 100705784, + "TP": 3215, + "n_pred": 4358, + "n_ref": 5873 + }, + "13": { + "Dice": 0.013499067222839415, + "FN": 38833, + "FP": 8230, + "IoU": 0.00679539938799198, + "TN": 100665415, + "TP": 322, + "n_pred": 8552, + "n_ref": 39155 + }, + "14": { + "Dice": 0.31566170469923455, + "FN": 123338, + "FP": 9154, + "IoU": 0.18740991971738558, + "TN": 100549751, + "TP": 30557, + "n_pred": 39711, + "n_ref": 153895 + }, + "15": { + "Dice": 0.837218975521494, + "FN": 14754, + "FP": 16554, + "IoU": 0.7200143087104275, + "TN": 100600980, + "TP": 80512, + "n_pred": 97066, + "n_ref": 95266 + }, + "2": { + "Dice": 0.2029853496729015, + "FN": 206720, + "FP": 880, + "IoU": 0.11295698097728554, + "TN": 100478764, + "TP": 26436, + "n_pred": 27316, + "n_ref": 233156 + }, + "3": { + "Dice": 0.6504823382531939, + "FN": 16058, + "FP": 207346, + "IoU": 0.4820109856222365, + "TN": 100281509, + "TP": 207887, + "n_pred": 415233, + "n_ref": 223945 + }, + "4": { + "Dice": 0.6713869443161223, + "FN": 19865, + "FP": 17125, + "IoU": 0.5053291787581743, + "TN": 100638023, + "TP": 37787, + "n_pred": 54912, + "n_ref": 57652 + }, + "5": { + "Dice": 0.26106840517660795, + "FN": 13790, + "FP": 1398, + "IoU": 0.1501314979575849, + "TN": 100694929, + "TP": 2683, + "n_pred": 4081, + "n_ref": 16473 + }, + "6": { + "Dice": 0.6635396675628759, + "FN": 919136, + "FP": 256198, + "IoU": 0.49649035699613114, + "TN": 98378517, + "TP": 1158949, + "n_pred": 1415147, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.6387067975156518, + "FN": 31360, + "FP": 128087, + "IoU": 0.4691912046207367, + "TN": 100412415, + "TP": 140938, + "n_pred": 269025, + "n_ref": 172298 + }, + "8": { + "Dice": 0.9158023939561172, + "FN": 9751, + "FP": 7947, + "IoU": 0.8446821768014954, + "TN": 100598853, + "TP": 96249, + "n_pred": 104196, + "n_ref": 106000 + }, + "9": { + "Dice": 0.7700384688150343, + "FN": 28592, + "FP": 15166, + "IoU": 0.6260671161586382, + "TN": 100595779, + "TP": 73263, + "n_pred": 88429, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9315649996058241, + "FN": 1026, + "FP": 10259, + "IoU": 0.8718967454848853, + "TN": 78862607, + "TP": 76808, + "n_pred": 87067, + "n_ref": 77834 + }, + "10": { + "Dice": 0.6184969362008891, + "FN": 18353, + "FP": 7049, + "IoU": 0.44769856282477766, + "TN": 78904707, + "TP": 20591, + "n_pred": 27640, + "n_ref": 38944 + }, + "11": { + "Dice": 0.18254231662794557, + "FN": 1093, + "FP": 1370, + "IoU": 0.10043827611395179, + "TN": 78947962, + "TP": 275, + "n_pred": 1645, + "n_ref": 1368 + }, + "12": { + "Dice": 0.05100875523410735, + "FN": 2493, + "FP": 0, + "IoU": 0.026171875, + "TN": 78948140, + "TP": 67, + "n_pred": 67, + "n_ref": 2560 + }, + "13": { + "Dice": 0.34193227493312184, + "FN": 46687, + "FP": 2266, + "IoU": 0.20622334646754553, + "TN": 78889029, + "TP": 12718, + "n_pred": 14984, + "n_ref": 59405 + }, + "14": { + "Dice": 0.32486574034609156, + "FN": 19647, + "FP": 12033, + "IoU": 0.1939341509337947, + "TN": 78911398, + "TP": 7622, + "n_pred": 19655, + "n_ref": 27269 + }, + "15": { + "Dice": 0.9133858267716536, + "FN": 4541, + "FP": 5810, + "IoU": 0.8405797101449275, + "TN": 78885771, + "TP": 54578, + "n_pred": 60388, + "n_ref": 59119 + }, + "2": { + "Dice": 0.8967439367546564, + "FN": 16466, + "FP": 2799, + "IoU": 0.8128157792460163, + "TN": 78847780, + "TP": 83655, + "n_pred": 86454, + "n_ref": 100121 + }, + "3": { + "Dice": 0.9158283234418917, + "FN": 1425, + "FP": 13878, + "IoU": 0.8447262949622039, + "TN": 78852145, + "TP": 83252, + "n_pred": 97130, + "n_ref": 84677 + }, + "4": { + "Dice": 0.8596175419373353, + "FN": 653, + "FP": 4728, + "IoU": 0.7537975841874085, + "TN": 78928844, + "TP": 16475, + "n_pred": 21203, + "n_ref": 17128 + }, + "5": { + "Dice": 0.41257023222029954, + "FN": 25142, + "FP": 2355, + "IoU": 0.2598982585524722, + "TN": 78913547, + "TP": 9656, + "n_pred": 12011, + "n_ref": 34798 + }, + "6": { + "Dice": 0.9508857484774554, + "FN": 29309, + "FP": 40707, + "IoU": 0.9063700613135953, + "TN": 78202905, + "TP": 677779, + "n_pred": 718486, + "n_ref": 707088 + }, + "7": { + "Dice": 0.5447825496752181, + "FN": 438181, + "FP": 34652, + "IoU": 0.37436504733614284, + "TN": 78194935, + "TP": 282932, + "n_pred": 317584, + "n_ref": 721113 + }, + "8": { + "Dice": 0.8337914874269926, + "FN": 92702, + "FP": 2346, + "IoU": 0.7149591847751114, + "TN": 78617246, + "TP": 238406, + "n_pred": 240752, + "n_ref": 331108 + }, + "9": { + "Dice": 0.7159387597384965, + "FN": 22771, + "FP": 4429, + "IoU": 0.5575581111635246, + "TN": 78889223, + "TP": 34277, + "n_pred": 38706, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9407640624492843, + "FN": 3281, + "FP": 14969, + "IoU": 0.888153459582031, + "TN": 104841270, + "TP": 144920, + "n_pred": 159889, + "n_ref": 148201 + }, + "10": { + "Dice": 0.8383218317789392, + "FN": 14650, + "FP": 13347, + "IoU": 0.721647229596047, + "TN": 104903859, + "TP": 72584, + "n_pred": 85931, + "n_ref": 87234 + }, + "11": { + "Dice": 0.8126552490521637, + "FN": 1223, + "FP": 210, + "IoU": 0.6844307421272847, + "TN": 104999899, + "TP": 3108, + "n_pred": 3318, + "n_ref": 4331 + }, + "12": { + "Dice": 0.7251983049005759, + "FN": 1496, + "FP": 1033, + "IoU": 0.568871462666212, + "TN": 104998574, + "TP": 3337, + "n_pred": 4370, + "n_ref": 4833 + }, + "13": { + "Dice": 0.7937759598557844, + "FN": 21346, + "FP": 7997, + "IoU": 0.6580667715434365, + "TN": 104918625, + "TP": 56472, + "n_pred": 64469, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9404936277395245, + "FN": 1378, + "FP": 7316, + "IoU": 0.8876715160598465, + "TN": 104927042, + "TP": 68704, + "n_pred": 76020, + "n_ref": 70082 + }, + "15": { + "Dice": 0.8754818166582873, + "FN": 852, + "FP": 5835, + "IoU": 0.7785394932935916, + "TN": 104974245, + "TP": 23508, + "n_pred": 29343, + "n_ref": 24360 + }, + "2": { + "Dice": 0.8657769022408274, + "FN": 38903, + "FP": 1978, + "IoU": 0.7633215228567458, + "TN": 104831712, + "TP": 131847, + "n_pred": 133825, + "n_ref": 170750 + }, + "3": { + "Dice": 0.8876369401553302, + "FN": 4337, + "FP": 33438, + "IoU": 0.7979741257133077, + "TN": 104817459, + "TP": 149206, + "n_pred": 182644, + "n_ref": 153543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1172, + "IoU": 0.0, + "TN": 105003268, + "TP": 0, + "n_pred": 1172, + "n_ref": 0 + }, + "5": { + "Dice": 0.6263161470008831, + "FN": 11640, + "FP": 10364, + "IoU": 0.4559390762535852, + "TN": 104963996, + "TP": 18440, + "n_pred": 28804, + "n_ref": 30080 + }, + "6": { + "Dice": 0.9784593641628289, + "FN": 22918, + "FP": 30488, + "IoU": 0.9578271581540794, + "TN": 103738080, + "TP": 1212954, + "n_pred": 1243442, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.8725829754388743, + "FN": 9647, + "FP": 54733, + "IoU": 0.7739664706398666, + "TN": 104719615, + "TP": 220445, + "n_pred": 275178, + "n_ref": 230092 + }, + "8": { + "Dice": 0.937024385778205, + "FN": 38643, + "FP": 5383, + "IoU": 0.8815107075285081, + "TN": 104632879, + "TP": 327535, + "n_pred": 332918, + "n_ref": 366178 + }, + "9": { + "Dice": 0.9183828146993221, + "FN": 8734, + "FP": 6342, + "IoU": 0.849083046368223, + "TN": 104904544, + "TP": 84820, + "n_pred": 91162, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9675072175946028, + "FN": 18153, + "FP": 8712, + "IoU": 0.9370595456760505, + "TN": 177249456, + "TP": 399967, + "n_pred": 408679, + "n_ref": 418120 + }, + "10": { + "Dice": 0.5868202039498704, + "FN": 38786, + "FP": 7931, + "IoU": 0.4152480849146348, + "TN": 177596396, + "TP": 33175, + "n_pred": 41106, + "n_ref": 71961 + }, + "11": { + "Dice": 0.6911463664278403, + "FN": 2042, + "FP": 372, + "IoU": 0.5280547409579668, + "TN": 177671173, + "TP": 2701, + "n_pred": 3073, + "n_ref": 4743 + }, + "12": { + "Dice": 0.7070242145287172, + "FN": 1665, + "FP": 1263, + "IoU": 0.5468193778052933, + "TN": 177669827, + "TP": 3533, + "n_pred": 4796, + "n_ref": 5198 + }, + "13": { + "Dice": 0.8464251617693858, + "FN": 13249, + "FP": 9915, + "IoU": 0.7337410055403573, + "TN": 177589290, + "TP": 63834, + "n_pred": 73749, + "n_ref": 77083 + }, + "14": { + "Dice": 0.9373587668690745, + "FN": 1994, + "FP": 7930, + "IoU": 0.8821027621027621, + "TN": 177592113, + "TP": 74251, + "n_pred": 82181, + "n_ref": 76245 + }, + "15": { + "Dice": 0.843533226614128, + "FN": 2618, + "FP": 5006, + "IoU": 0.7294055013309672, + "TN": 177648113, + "TP": 20551, + "n_pred": 25557, + "n_ref": 23169 + }, + "2": { + "Dice": 0.9636774178214057, + "FN": 11642, + "FP": 3640, + "IoU": 0.9299010118987551, + "TN": 177458282, + "TP": 202724, + "n_pred": 206364, + "n_ref": 214366 + }, + "3": { + "Dice": 0.9610930210791292, + "FN": 11946, + "FP": 3850, + "IoU": 0.9251001683302117, + "TN": 177465393, + "TP": 195099, + "n_pred": 198949, + "n_ref": 207045 + }, + "4": { + "Dice": 0.8558212831774473, + "FN": 5107, + "FP": 4774, + "IoU": 0.7479786772770168, + "TN": 177637081, + "TP": 29326, + "n_pred": 34100, + "n_ref": 34433 + }, + "5": { + "Dice": 0.7001539446145331, + "FN": 10942, + "FP": 6393, + "IoU": 0.5386437430137861, + "TN": 177638714, + "TP": 20239, + "n_pred": 26632, + "n_ref": 31181 + }, + "6": { + "Dice": 0.9478777968419062, + "FN": 146552, + "FP": 35900, + "IoU": 0.900919868430413, + "TN": 175834829, + "TP": 1659007, + "n_pred": 1694907, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.8312884778536768, + "FN": 16914, + "FP": 125669, + "IoU": 0.7112862858809046, + "TN": 177182432, + "TP": 351273, + "n_pred": 476942, + "n_ref": 368187 + }, + "8": { + "Dice": 0.8776295031019062, + "FN": 14478, + "FP": 37103, + "IoU": 0.7819427769416778, + "TN": 177439740, + "TP": 184967, + "n_pred": 222070, + "n_ref": 199445 + }, + "9": { + "Dice": 0.9209644277715988, + "FN": 13088, + "FP": 7875, + "IoU": 0.8535070126276214, + "TN": 177533189, + "TP": 122136, + "n_pred": 130011, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.954275894967367, + "FN": 11021, + "FP": 5849, + "IoU": 0.9125503470512308, + "TN": 193812624, + "TP": 176041, + "n_pred": 181890, + "n_ref": 187062 + }, + "10": { + "Dice": 0.8791623060216288, + "FN": 8921, + "FP": 12555, + "IoU": 0.7843796749028624, + "TN": 193905934, + "TP": 78125, + "n_pred": 90680, + "n_ref": 87046 + }, + "11": { + "Dice": 0.6097773897861196, + "FN": 1715, + "FP": 73, + "IoU": 0.43861852433281007, + "TN": 194002350, + "TP": 1397, + "n_pred": 1470, + "n_ref": 3112 + }, + "12": { + "Dice": 0.7595635961883718, + "FN": 1200, + "FP": 541, + "IoU": 0.612335782676464, + "TN": 194001044, + "TP": 2750, + "n_pred": 3291, + "n_ref": 3950 + }, + "13": { + "Dice": 0.7078189983646431, + "FN": 24244, + "FP": 10953, + "IoU": 0.5477707824746242, + "TN": 193927705, + "TP": 42633, + "n_pred": 53586, + "n_ref": 66877 + }, + "14": { + "Dice": 0.8654782513041112, + "FN": 1158, + "FP": 22077, + "IoU": 0.7628573469825166, + "TN": 193907556, + "TP": 74744, + "n_pred": 96821, + "n_ref": 75902 + }, + "15": { + "Dice": 0.7360179435525742, + "FN": 3246, + "FP": 9465, + "IoU": 0.582300943117216, + "TN": 193975104, + "TP": 17720, + "n_pred": 27185, + "n_ref": 20966 + }, + "2": { + "Dice": 0.9543323665421968, + "FN": 3829, + "FP": 9098, + "IoU": 0.9126536348709771, + "TN": 193857538, + "TP": 135070, + "n_pred": 144168, + "n_ref": 138899 + }, + "3": { + "Dice": 0.9475180962275669, + "FN": 9611, + "FP": 4230, + "IoU": 0.9002702021111791, + "TN": 193866750, + "TP": 124944, + "n_pred": 129174, + "n_ref": 134555 + }, + "4": { + "Dice": 0.8872197209468194, + "FN": 1126, + "FP": 3934, + "IoU": 0.7973000040059288, + "TN": 193980572, + "TP": 19903, + "n_pred": 23837, + "n_ref": 21029 + }, + "5": { + "Dice": 0.5218886736182162, + "FN": 15283, + "FP": 6680, + "IoU": 0.3530780559646539, + "TN": 193971585, + "TP": 11987, + "n_pred": 18667, + "n_ref": 27270 + }, + "6": { + "Dice": 0.9512718378829617, + "FN": 28580, + "FP": 110403, + "IoU": 0.9070718916927488, + "TN": 192509938, + "TP": 1356614, + "n_pred": 1467017, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.9263306420498478, + "FN": 27856, + "FP": 18925, + "IoU": 0.8627708662733905, + "TN": 193664638, + "TP": 294116, + "n_pred": 313041, + "n_ref": 321972 + }, + "8": { + "Dice": 0.939256145257868, + "FN": 18424, + "FP": 10417, + "IoU": 0.8854693251899182, + "TN": 193753716, + "TP": 222978, + "n_pred": 233395, + "n_ref": 241402 + }, + "9": { + "Dice": 0.8586658141047548, + "FN": 20530, + "FP": 5110, + "IoU": 0.7523351396254118, + "TN": 193902008, + "TP": 77887, + "n_pred": 82997, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9619526510438565, + "FN": 2348, + "FP": 6520, + "IoU": 0.9266943863506732, + "TN": 99534827, + "TP": 112105, + "n_pred": 118625, + "n_ref": 114453 + }, + "10": { + "Dice": 0.8424691656224996, + "FN": 15879, + "FP": 4991, + "IoU": 0.727815744170275, + "TN": 99579124, + "TP": 55806, + "n_pred": 60797, + "n_ref": 71685 + }, + "11": { + "Dice": 0.6013590033975085, + "FN": 2049, + "FP": 63, + "IoU": 0.42995951417004047, + "TN": 99652095, + "TP": 1593, + "n_pred": 1656, + "n_ref": 3642 + }, + "12": { + "Dice": 0.27205707491082043, + "FN": 2996, + "FP": 65, + "IoU": 0.15744563721442334, + "TN": 99652167, + "TP": 572, + "n_pred": 637, + "n_ref": 3568 + }, + "13": { + "Dice": 0.6197411003236246, + "FN": 21685, + "FP": 7455, + "IoU": 0.4490035169988277, + "TN": 99602914, + "TP": 23746, + "n_pred": 31201, + "n_ref": 45431 + }, + "14": { + "Dice": 0.5442107100772487, + "FN": 29201, + "FP": 12573, + "IoU": 0.3738251914919131, + "TN": 99589087, + "TP": 24939, + "n_pred": 37512, + "n_ref": 54140 + }, + "15": { + "Dice": 0.688571523685875, + "FN": 17263, + "FP": 1447, + "IoU": 0.5250545768391126, + "TN": 99616406, + "TP": 20684, + "n_pred": 22131, + "n_ref": 37947 + }, + "2": { + "Dice": 0.9606926193628993, + "FN": 5564, + "FP": 3371, + "IoU": 0.9243585076572725, + "TN": 99537677, + "TP": 109188, + "n_pred": 112559, + "n_ref": 114752 + }, + "3": { + "Dice": 0.9601239280955456, + "FN": 6358, + "FP": 3398, + "IoU": 0.9233061073683052, + "TN": 99528593, + "TP": 117451, + "n_pred": 120849, + "n_ref": 123809 + }, + "4": { + "Dice": 0.8600839611248491, + "FN": 3950, + "FP": 916, + "IoU": 0.7545151851478156, + "TN": 99635978, + "TP": 14956, + "n_pred": 15872, + "n_ref": 18906 + }, + "5": { + "Dice": 0.8102407447814387, + "FN": 1396, + "FP": 1213, + "IoU": 0.6810123486978849, + "TN": 99647621, + "TP": 5570, + "n_pred": 6783, + "n_ref": 6966 + }, + "6": { + "Dice": 0.9670629767280857, + "FN": 43860, + "FP": 45391, + "IoU": 0.9362264638988667, + "TN": 98256301, + "TP": 1310248, + "n_pred": 1355639, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.9097444465361446, + "FN": 12331, + "FP": 18353, + "IoU": 0.8344322976808435, + "TN": 99470474, + "TP": 154642, + "n_pred": 172995, + "n_ref": 166973 + }, + "8": { + "Dice": 0.9521650095241013, + "FN": 7696, + "FP": 1671, + "IoU": 0.9086974744865635, + "TN": 99553207, + "TP": 93226, + "n_pred": 94897, + "n_ref": 100922 + }, + "9": { + "Dice": 0.9200627129900814, + "FN": 11029, + "FP": 3655, + "IoU": 0.8519593906582383, + "TN": 99556611, + "TP": 84505, + "n_pred": 88160, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9511735023451323, + "FN": 40512, + "FP": 1212, + "IoU": 0.9068930890589785, + "TN": 62635390, + "TP": 406406, + "n_pred": 407618, + "n_ref": 446918 + }, + "10": { + "Dice": 0.8698059356647758, + "FN": 10046, + "FP": 8155, + "IoU": 0.7696075949367088, + "TN": 63004520, + "TP": 60799, + "n_pred": 68954, + "n_ref": 70845 + }, + "11": { + "Dice": 0.672216780933725, + "FN": 1486, + "FP": 522, + "IoU": 0.5062699778706663, + "TN": 63079453, + "TP": 2059, + "n_pred": 2581, + "n_ref": 3545 + }, + "12": { + "Dice": 0.6623752816221435, + "FN": 1444, + "FP": 654, + "IoU": 0.4951876804619827, + "TN": 63079364, + "TP": 2058, + "n_pred": 2712, + "n_ref": 3502 + }, + "13": { + "Dice": 0.6665642177433655, + "FN": 17461, + "FP": 10746, + "IoU": 0.49988475381642167, + "TN": 63027119, + "TP": 28194, + "n_pred": 38940, + "n_ref": 45655 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 63083520, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 63083520, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9757625813009744, + "FN": 1103, + "FP": 5001, + "IoU": 0.9526722647375807, + "TN": 62954547, + "TP": 122869, + "n_pred": 127870, + "n_ref": 123972 + }, + "3": { + "Dice": 0.9821525613908882, + "FN": 1982, + "FP": 2583, + "IoU": 0.9649310143502443, + "TN": 62953348, + "TP": 125607, + "n_pred": 128190, + "n_ref": 127589 + }, + "4": { + "Dice": 0.42947245311390503, + "FN": 12888, + "FP": 771, + "IoU": 0.27345744680851064, + "TN": 63064720, + "TP": 5141, + "n_pred": 5912, + "n_ref": 18029 + }, + "5": { + "Dice": 0.5615160564834274, + "FN": 9339, + "FP": 2554, + "IoU": 0.3903526758253024, + "TN": 63064012, + "TP": 7615, + "n_pred": 10169, + "n_ref": 16954 + }, + "6": { + "Dice": 0.9148471728442864, + "FN": 155048, + "FP": 26385, + "IoU": 0.8430583692457273, + "TN": 61927466, + "TP": 974621, + "n_pred": 1001006, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.8042300125452203, + "FN": 13379, + "FP": 56376, + "IoU": 0.6725624668478593, + "TN": 62870487, + "TP": 143278, + "n_pred": 199654, + "n_ref": 156657 + }, + "8": { + "Dice": 0.9170409374838676, + "FN": 14256, + "FP": 3421, + "IoU": 0.8467918772046906, + "TN": 62968141, + "TP": 97702, + "n_pred": 101123, + "n_ref": 111958 + }, + "9": { + "Dice": 0.9062323240485288, + "FN": 3636, + "FP": 4487, + "IoU": 0.8285418777440055, + "TN": 63036144, + "TP": 39253, + "n_pred": 43740, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9720440447204324, + "FN": 13272, + "FP": 3939, + "IoU": 0.9456086515458444, + "TN": 109292389, + "TP": 299218, + "n_pred": 303157, + "n_ref": 312490 + }, + "10": { + "Dice": 0.6059539652028193, + "FN": 26457, + "FP": 53491, + "IoU": 0.4346728515970273, + "TN": 109467399, + "TP": 61471, + "n_pred": 114962, + "n_ref": 87928 + }, + "11": { + "Dice": 0.6746372917786136, + "FN": 1955, + "FP": 467, + "IoU": 0.509020879789175, + "TN": 109603885, + "TP": 2511, + "n_pred": 2978, + "n_ref": 4466 + }, + "12": { + "Dice": 0.590035708212889, + "FN": 2346, + "FP": 65, + "IoU": 0.41847563917028463, + "TN": 109604672, + "TP": 1735, + "n_pred": 1800, + "n_ref": 4081 + }, + "13": { + "Dice": 0.4280562629249201, + "FN": 55733, + "FP": 11197, + "IoU": 0.2723101678698791, + "TN": 109516842, + "TP": 25046, + "n_pred": 36243, + "n_ref": 80779 + }, + "14": { + "Dice": 0.45191212727614455, + "FN": 56041, + "FP": 43107, + "IoU": 0.2919163280318233, + "TN": 109468795, + "TP": 40875, + "n_pred": 83982, + "n_ref": 96916 + }, + "15": { + "Dice": 0.8279929289778214, + "FN": 19934, + "FP": 14803, + "IoU": 0.7064743459744474, + "TN": 109490474, + "TP": 83607, + "n_pred": 98410, + "n_ref": 103541 + }, + "2": { + "Dice": 0.7713819303778535, + "FN": 78680, + "FP": 1567, + "IoU": 0.6278451778062218, + "TN": 109393190, + "TP": 135381, + "n_pred": 136948, + "n_ref": 214061 + }, + "3": { + "Dice": 0.8557537006510482, + "FN": 14414, + "FP": 63553, + "IoU": 0.7478754365541327, + "TN": 109299578, + "TP": 231273, + "n_pred": 294826, + "n_ref": 245687 + }, + "4": { + "Dice": 0.6157909332206478, + "FN": 26974, + "FP": 2121, + "IoU": 0.4448684436473259, + "TN": 109556407, + "TP": 23316, + "n_pred": 25437, + "n_ref": 50290 + }, + "5": { + "Dice": 0.5624221770758241, + "FN": 6261, + "FP": 416, + "IoU": 0.3912290299051787, + "TN": 109597850, + "TP": 4291, + "n_pred": 4707, + "n_ref": 10552 + }, + "6": { + "Dice": 0.9404039379026617, + "FN": 36461, + "FP": 117409, + "IoU": 0.887511733519705, + "TN": 108240942, + "TP": 1214006, + "n_pred": 1331415, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.8314126819368125, + "FN": 320483, + "FP": 35376, + "IoU": 0.711468171086088, + "TN": 108375474, + "TP": 877485, + "n_pred": 912861, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.9469495134158984, + "FN": 4470, + "FP": 5048, + "IoU": 0.8992441725065102, + "TN": 109514352, + "TP": 84948, + "n_pred": 89996, + "n_ref": 89418 + }, + "9": { + "Dice": 0.7551470228085356, + "FN": 8949, + "FP": 21045, + "IoU": 0.6066154290061118, + "TN": 109532572, + "TP": 46252, + "n_pred": 67297, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9036538004279939, + "FN": 1769, + "FP": 10387, + "IoU": 0.8242412850801729, + "TN": 66998189, + "TP": 57007, + "n_pred": 67394, + "n_ref": 58776 + }, + "10": { + "Dice": 0.612308614137719, + "FN": 39964, + "FP": 9210, + "IoU": 0.44124264254709905, + "TN": 66979346, + "TP": 38832, + "n_pred": 48042, + "n_ref": 78796 + }, + "11": { + "Dice": 0.23897058823529413, + "FN": 2671, + "FP": 227, + "IoU": 0.13569937369519833, + "TN": 67063999, + "TP": 455, + "n_pred": 682, + "n_ref": 3126 + }, + "12": { + "Dice": 0.36847756066137, + "FN": 2453, + "FP": 488, + "IoU": 0.22584890760726506, + "TN": 67063553, + "TP": 858, + "n_pred": 1346, + "n_ref": 3311 + }, + "13": { + "Dice": 0.41051121452815004, + "FN": 26479, + "FP": 7215, + "IoU": 0.25826619116805355, + "TN": 67021926, + "TP": 11732, + "n_pred": 18947, + "n_ref": 38211 + }, + "14": { + "Dice": 0.8226104918879373, + "FN": 18131, + "FP": 6601, + "IoU": 0.6986731971197778, + "TN": 66985275, + "TP": 57345, + "n_pred": 63946, + "n_ref": 75476 + }, + "15": { + "Dice": 0.3046559843139776, + "FN": 21884, + "FP": 21381, + "IoU": 0.1797015717725575, + "TN": 67014609, + "TP": 9478, + "n_pred": 30859, + "n_ref": 31362 + }, + "2": { + "Dice": 0.9367157214288783, + "FN": 4319, + "FP": 14830, + "IoU": 0.8809645174926026, + "TN": 66906484, + "TP": 141719, + "n_pred": 156549, + "n_ref": 146038 + }, + "3": { + "Dice": 0.9324124448560147, + "FN": 15378, + "FP": 5642, + "IoU": 0.8733826470375635, + "TN": 66901340, + "TP": 144992, + "n_pred": 150634, + "n_ref": 160370 + }, + "4": { + "Dice": 0.0, + "FN": 13039, + "FP": 191, + "IoU": 0.0, + "TN": 67054122, + "TP": 0, + "n_pred": 191, + "n_ref": 13039 + }, + "5": { + "Dice": 0.7018936387345504, + "FN": 2731, + "FP": 2527, + "IoU": 0.5407058001397624, + "TN": 67055904, + "TP": 6190, + "n_pred": 8717, + "n_ref": 8921 + }, + "6": { + "Dice": 0.9625791745909654, + "FN": 53678, + "FP": 26109, + "IoU": 0.9278579637259928, + "TN": 65961381, + "TP": 1026184, + "n_pred": 1052293, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.7629690539284616, + "FN": 130777, + "FP": 6435, + "IoU": 0.6167744277953888, + "TN": 66709307, + "TP": 220833, + "n_pred": 227268, + "n_ref": 351610 + }, + "8": { + "Dice": 0.8800967362806256, + "FN": 7836, + "FP": 13384, + "IoU": 0.7858685341782882, + "TN": 66968254, + "TP": 77878, + "n_pred": 91262, + "n_ref": 85714 + }, + "9": { + "Dice": 0.8940190579171454, + "FN": 11200, + "FP": 4482, + "IoU": 0.8083494243883362, + "TN": 66985526, + "TP": 66144, + "n_pred": 70626, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7098069466158837, + "FN": 77158, + "FP": 7110, + "IoU": 0.5501556102430509, + "TN": 74331953, + "TP": 103059, + "n_pred": 110169, + "n_ref": 180217 + }, + "10": { + "Dice": 0.7342593990638684, + "FN": 17245, + "FP": 10915, + "IoU": 0.5801025885721103, + "TN": 74452216, + "TP": 38904, + "n_pred": 49819, + "n_ref": 56149 + }, + "11": { + "Dice": 0.48078641644325293, + "FN": 2311, + "FP": 13, + "IoU": 0.3164705882352941, + "TN": 74515880, + "TP": 1076, + "n_pred": 1089, + "n_ref": 3387 + }, + "12": { + "Dice": 0.1661819692563357, + "FN": 2001, + "FP": 6, + "IoU": 0.09062075215224287, + "TN": 74517073, + "TP": 200, + "n_pred": 206, + "n_ref": 2201 + }, + "13": { + "Dice": 0.42197922934051846, + "FN": 26759, + "FP": 17433, + "IoU": 0.2674104404621786, + "TN": 74458957, + "TP": 16131, + "n_pred": 33564, + "n_ref": 42890 + }, + "14": { + "Dice": 0.7168565343548549, + "FN": 6849, + "FP": 12960, + "IoU": 0.5586721621922691, + "TN": 74474395, + "TP": 25076, + "n_pred": 38036, + "n_ref": 31925 + }, + "15": { + "Dice": 0.7934241396188837, + "FN": 6855, + "FP": 5384, + "IoU": 0.6575833030243684, + "TN": 74483537, + "TP": 23504, + "n_pred": 28888, + "n_ref": 30359 + }, + "2": { + "Dice": 0.9471090885845885, + "FN": 3858, + "FP": 11449, + "IoU": 0.8995320201894236, + "TN": 74366923, + "TP": 137050, + "n_pred": 148499, + "n_ref": 140908 + }, + "3": { + "Dice": 0.9464141912323539, + "FN": 9323, + "FP": 7246, + "IoU": 0.8982791751336816, + "TN": 74356393, + "TP": 146318, + "n_pred": 153564, + "n_ref": 155641 + }, + "4": { + "Dice": 0.3358844587088014, + "FN": 10557, + "FP": 203, + "IoU": 0.20183962614049403, + "TN": 74505799, + "TP": 2721, + "n_pred": 2924, + "n_ref": 13278 + }, + "5": { + "Dice": 0.6396075894782234, + "FN": 4221, + "FP": 2465, + "IoU": 0.4701640383548617, + "TN": 74506661, + "TP": 5933, + "n_pred": 8398, + "n_ref": 10154 + }, + "6": { + "Dice": 0.9401781830936513, + "FN": 98187, + "FP": 93684, + "IoU": 0.8871096707916991, + "TN": 72819657, + "TP": 1507752, + "n_pred": 1601436, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.7263420724094881, + "FN": 71194, + "FP": 1142, + "IoU": 0.5702803371887865, + "TN": 74350947, + "TP": 95997, + "n_pred": 97139, + "n_ref": 167191 + }, + "8": { + "Dice": 0.9623908402872113, + "FN": 2389, + "FP": 2456, + "IoU": 0.9275080421934615, + "TN": 74452445, + "TP": 61990, + "n_pred": 64446, + "n_ref": 64379 + }, + "9": { + "Dice": 0.8898819271356645, + "FN": 12705, + "FP": 7132, + "IoU": 0.8016101610161016, + "TN": 74419290, + "TP": 80153, + "n_pred": 87285, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9578887443920425, + "FN": 7814, + "FP": 16375, + "IoU": 0.9191808832668444, + "TN": 65751882, + "TP": 275109, + "n_pred": 291484, + "n_ref": 282923 + }, + "10": { + "Dice": 0.5690692657104061, + "FN": 42253, + "FP": 20266, + "IoU": 0.3976916925981946, + "TN": 65947381, + "TP": 41280, + "n_pred": 61546, + "n_ref": 83533 + }, + "11": { + "Dice": 0.709013716525147, + "FN": 1466, + "FP": 316, + "IoU": 0.5492031368580824, + "TN": 66047227, + "TP": 2171, + "n_pred": 2487, + "n_ref": 3637 + }, + "12": { + "Dice": 0.4970817120622568, + "FN": 2004, + "FP": 64, + "IoU": 0.3307443365695793, + "TN": 66048090, + "TP": 1022, + "n_pred": 1086, + "n_ref": 3026 + }, + "13": { + "Dice": 0.7446241977404127, + "FN": 12530, + "FP": 11543, + "IoU": 0.5931484392164816, + "TN": 65992011, + "TP": 35096, + "n_pred": 46639, + "n_ref": 47626 + }, + "14": { + "Dice": 0.8544162945277152, + "FN": 696, + "FP": 19060, + "IoU": 0.7458348878796845, + "TN": 65973451, + "TP": 57973, + "n_pred": 77033, + "n_ref": 58669 + }, + "15": { + "Dice": 0.7838928340865075, + "FN": 5168, + "FP": 5544, + "IoU": 0.6445919044459191, + "TN": 66021040, + "TP": 19428, + "n_pred": 24972, + "n_ref": 24596 + }, + "2": { + "Dice": 0.8788458819978529, + "FN": 28934, + "FP": 2777, + "IoU": 0.7838760683178169, + "TN": 65904454, + "TP": 115015, + "n_pred": 117792, + "n_ref": 143949 + }, + "3": { + "Dice": 0.8944368832936372, + "FN": 9617, + "FP": 25131, + "IoU": 0.8090328537354774, + "TN": 65869222, + "TP": 147210, + "n_pred": 172341, + "n_ref": 156827 + }, + "4": { + "Dice": 0.8858901430186444, + "FN": 4844, + "FP": 1515, + "IoU": 0.7951551074316271, + "TN": 66020137, + "TP": 24684, + "n_pred": 26199, + "n_ref": 29528 + }, + "5": { + "Dice": 0.7731921979067554, + "FN": 3478, + "FP": 336, + "IoU": 0.6302472127968978, + "TN": 66040865, + "TP": 6501, + "n_pred": 6837, + "n_ref": 9979 + }, + "6": { + "Dice": 0.9537923149690382, + "FN": 37393, + "FP": 58151, + "IoU": 0.9116663245890909, + "TN": 64969554, + "TP": 986082, + "n_pred": 1044233, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.8877546422504494, + "FN": 188458, + "FP": 10826, + "IoU": 0.7981643942723916, + "TN": 65063822, + "TP": 788074, + "n_pred": 798900, + "n_ref": 976532 + }, + "8": { + "Dice": 0.9554800980946991, + "FN": 5323, + "FP": 1757, + "IoU": 0.914755282644031, + "TN": 65968125, + "TP": 75975, + "n_pred": 77732, + "n_ref": 81298 + }, + "9": { + "Dice": 0.8726465118423682, + "FN": 13308, + "FP": 3264, + "IoU": 0.7740664494403469, + "TN": 65977831, + "TP": 56777, + "n_pred": 60041, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9805177040723274, + "FN": 3113, + "FP": 2869, + "IoU": 0.9617800210842411, + "TN": 113316025, + "TP": 150533, + "n_pred": 153402, + "n_ref": 153646 + }, + "10": { + "Dice": 0.8640516168604069, + "FN": 7313, + "FP": 15738, + "IoU": 0.7606433792988868, + "TN": 113376236, + "TP": 73253, + "n_pred": 88991, + "n_ref": 80566 + }, + "11": { + "Dice": 0.5855952126522761, + "FN": 1860, + "FP": 79, + "IoU": 0.4140223632517377, + "TN": 113469231, + "TP": 1370, + "n_pred": 1449, + "n_ref": 3230 + }, + "12": { + "Dice": 0.8011137629276054, + "FN": 1062, + "FP": 438, + "IoU": 0.66821499668215, + "TN": 113468019, + "TP": 3021, + "n_pred": 3459, + "n_ref": 4083 + }, + "13": { + "Dice": 0.5917746923734948, + "FN": 31910, + "FP": 30128, + "IoU": 0.42022728122313185, + "TN": 113365536, + "TP": 44966, + "n_pred": 75094, + "n_ref": 76876 + }, + "14": { + "Dice": 0.9697033869753634, + "FN": 11748, + "FP": 3989, + "IoU": 0.9411885613489596, + "TN": 113204956, + "TP": 251847, + "n_pred": 255836, + "n_ref": 263595 + }, + "15": { + "Dice": 0.7898912597012344, + "FN": 3614, + "FP": 6105, + "IoU": 0.6527440331570673, + "TN": 113444552, + "TP": 18269, + "n_pred": 24374, + "n_ref": 21883 + }, + "2": { + "Dice": 0.9664504374322648, + "FN": 4026, + "FP": 4518, + "IoU": 0.9350789477683388, + "TN": 113340934, + "TP": 123062, + "n_pred": 127580, + "n_ref": 127088 + }, + "3": { + "Dice": 0.9674789315337179, + "FN": 3891, + "FP": 3935, + "IoU": 0.9370064796554916, + "TN": 113348305, + "TP": 116409, + "n_pred": 120344, + "n_ref": 120300 + }, + "4": { + "Dice": 0.7981461119848571, + "FN": 2419, + "FP": 12084, + "IoU": 0.6640957939596072, + "TN": 113429364, + "TP": 28673, + "n_pred": 40757, + "n_ref": 31092 + }, + "5": { + "Dice": 0.6270619048445008, + "FN": 14750, + "FP": 6751, + "IoU": 0.4567299188922859, + "TN": 113432963, + "TP": 18076, + "n_pred": 24827, + "n_ref": 32826 + }, + "6": { + "Dice": 0.9589916541576504, + "FN": 36789, + "FP": 57872, + "IoU": 0.9212141842932738, + "TN": 112271042, + "TP": 1106837, + "n_pred": 1164709, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.8913057876261934, + "FN": 29618, + "FP": 16334, + "IoU": 0.8039239112810316, + "TN": 113238182, + "TP": 188406, + "n_pred": 204740, + "n_ref": 218024 + }, + "8": { + "Dice": 0.9470456891791313, + "FN": 17347, + "FP": 4709, + "IoU": 0.8994176475148552, + "TN": 113253257, + "TP": 197227, + "n_pred": 201936, + "n_ref": 214574 + }, + "9": { + "Dice": 0.9002511022796924, + "FN": 15175, + "FP": 5005, + "IoU": 0.8185969580381863, + "TN": 113361296, + "TP": 91064, + "n_pred": 96069, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8530507116550493, + "FN": 3154, + "FP": 39579, + "IoU": 0.7437562587322432, + "TN": 75029961, + "TP": 124034, + "n_pred": 163613, + "n_ref": 127188 + }, + "10": { + "Dice": 0.843561980090004, + "FN": 22732, + "FP": 5947, + "IoU": 0.7294485009716798, + "TN": 75090726, + "TP": 77323, + "n_pred": 83270, + "n_ref": 100055 + }, + "11": { + "Dice": 0.6772637971066262, + "FN": 1648, + "FP": 159, + "IoU": 0.5120172832838239, + "TN": 75193025, + "TP": 1896, + "n_pred": 2055, + "n_ref": 3544 + }, + "12": { + "Dice": 0.5190486213428752, + "FN": 1873, + "FP": 412, + "IoU": 0.3504832291074474, + "TN": 75193210, + "TP": 1233, + "n_pred": 1645, + "n_ref": 3106 + }, + "13": { + "Dice": 0.610149518989298, + "FN": 23675, + "FP": 16687, + "IoU": 0.43900371106508956, + "TN": 75124781, + "TP": 31585, + "n_pred": 48272, + "n_ref": 55260 + }, + "14": { + "Dice": 0.9438166315264964, + "FN": 6149, + "FP": 8960, + "IoU": 0.89361057908968, + "TN": 75054712, + "TP": 126907, + "n_pred": 135867, + "n_ref": 133056 + }, + "15": { + "Dice": 0.34271807168323587, + "FN": 54731, + "FP": 18458, + "IoU": 0.20679527473718434, + "TN": 75104458, + "TP": 19081, + "n_pred": 37539, + "n_ref": 73812 + }, + "2": { + "Dice": 0.9503941131264494, + "FN": 6567, + "FP": 8021, + "IoU": 0.9054771176611612, + "TN": 75042395, + "TP": 139745, + "n_pred": 147766, + "n_ref": 146312 + }, + "3": { + "Dice": 0.9482759765041648, + "FN": 4643, + "FP": 10943, + "IoU": 0.9016395511744437, + "TN": 75038270, + "TP": 142872, + "n_pred": 153815, + "n_ref": 147515 + }, + "4": { + "Dice": 0.909816566069638, + "FN": 1825, + "FP": 2762, + "IoU": 0.8345536519386835, + "TN": 75169003, + "TP": 23138, + "n_pred": 25900, + "n_ref": 24963 + }, + "5": { + "Dice": 0.8257781907479923, + "FN": 1480, + "FP": 1145, + "IoU": 0.7032557087949356, + "TN": 75187882, + "TP": 6221, + "n_pred": 7366, + "n_ref": 7701 + }, + "6": { + "Dice": 0.956803193538221, + "FN": 26951, + "FP": 84073, + "IoU": 0.9171837831668789, + "TN": 73856121, + "TP": 1229583, + "n_pred": 1313656, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.899671498186234, + "FN": 7347, + "FP": 24874, + "IoU": 0.8176390020827674, + "TN": 75020040, + "TP": 144467, + "n_pred": 169341, + "n_ref": 151814 + }, + "8": { + "Dice": 0.9363414723791088, + "FN": 8312, + "FP": 2080, + "IoU": 0.8803026987180226, + "TN": 75109909, + "TP": 76427, + "n_pred": 78507, + "n_ref": 84739 + }, + "9": { + "Dice": 0.8179293349761897, + "FN": 15829, + "FP": 11508, + "IoU": 0.6919462255327301, + "TN": 75107987, + "TP": 61404, + "n_pred": 72912, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9749205899891181, + "FN": 5758, + "FP": 5051, + "IoU": 0.9510683567224989, + "TN": 86706972, + "TP": 210091, + "n_pred": 215142, + "n_ref": 215849 + }, + "10": { + "Dice": 0.7164099391018335, + "FN": 13831, + "FP": 29710, + "IoU": 0.5581298585317339, + "TN": 86829334, + "TP": 54997, + "n_pred": 84707, + "n_ref": 68828 + }, + "11": { + "Dice": 0.5708562844266399, + "FN": 1450, + "FP": 264, + "IoU": 0.3994393833216538, + "TN": 86925018, + "TP": 1140, + "n_pred": 1404, + "n_ref": 2590 + }, + "12": { + "Dice": 0.6170060370408268, + "FN": 1900, + "FP": 1843, + "IoU": 0.4461379106244451, + "TN": 86921114, + "TP": 3015, + "n_pred": 4858, + "n_ref": 4915 + }, + "13": { + "Dice": 0.5035127765589889, + "FN": 27016, + "FP": 28883, + "IoU": 0.3364631309054651, + "TN": 86843628, + "TP": 28345, + "n_pred": 57228, + "n_ref": 55361 + }, + "14": { + "Dice": 0.8501523405041086, + "FN": 14218, + "FP": 10127, + "IoU": 0.7393608479203468, + "TN": 86834467, + "TP": 69060, + "n_pred": 79187, + "n_ref": 83278 + }, + "15": { + "Dice": 0.7095724242435957, + "FN": 70873, + "FP": 4258, + "IoU": 0.549873884884759, + "TN": 86760961, + "TP": 91780, + "n_pred": 96038, + "n_ref": 162653 + }, + "2": { + "Dice": 0.9249054182266262, + "FN": 6750, + "FP": 12325, + "IoU": 0.8603014412936489, + "TN": 86791328, + "TP": 117469, + "n_pred": 129794, + "n_ref": 124219 + }, + "3": { + "Dice": 0.9289848363876989, + "FN": 20836, + "FP": 2023, + "IoU": 0.8673871929641361, + "TN": 86755498, + "TP": 149515, + "n_pred": 151538, + "n_ref": 170351 + }, + "4": { + "Dice": 0.7653829127932713, + "FN": 2690, + "FP": 5790, + "IoU": 0.6199354607386159, + "TN": 86905560, + "TP": 13832, + "n_pred": 19622, + "n_ref": 16522 + }, + "5": { + "Dice": 0.8567360740345257, + "FN": 659, + "FP": 951, + "IoU": 0.7493773349937733, + "TN": 86921448, + "TP": 4814, + "n_pred": 5765, + "n_ref": 5473 + }, + "6": { + "Dice": 0.939639410650193, + "FN": 26471, + "FP": 121000, + "IoU": 0.8861508246231238, + "TN": 85632553, + "TP": 1147848, + "n_pred": 1268848, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.8845353567879192, + "FN": 196369, + "FP": 19497, + "IoU": 0.7929748039712133, + "TN": 85885168, + "TP": 826838, + "n_pred": 846335, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.928654970760234, + "FN": 3175, + "FP": 4694, + "IoU": 0.8668122270742358, + "TN": 86868790, + "TP": 51213, + "n_pred": 55907, + "n_ref": 54388 + }, + "9": { + "Dice": 0.8149338256832687, + "FN": 4856, + "FP": 15993, + "IoU": 0.6876694680388896, + "TN": 86861119, + "TP": 45904, + "n_pred": 61897, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5661619260818441, + "FN": 5888, + "FP": 120663, + "IoU": 0.39485764562990733, + "TN": 37540474, + "TP": 82575, + "n_pred": 203238, + "n_ref": 88463 + }, + "10": { + "Dice": 0.7754629858508756, + "FN": 20030, + "FP": 2679, + "IoU": 0.6332703518886359, + "TN": 37687677, + "TP": 39214, + "n_pred": 41893, + "n_ref": 59244 + }, + "11": { + "Dice": 0.802948189898114, + "FN": 736, + "FP": 173, + "IoU": 0.6707714596160811, + "TN": 37746839, + "TP": 1852, + "n_pred": 2025, + "n_ref": 2588 + }, + "12": { + "Dice": 0.5915294117647059, + "FN": 1660, + "FP": 76, + "IoU": 0.4199799532241898, + "TN": 37746607, + "TP": 1257, + "n_pred": 1333, + "n_ref": 2917 + }, + "13": { + "Dice": 0.7105631026201656, + "FN": 15149, + "FP": 9076, + "IoU": 0.5510646578084172, + "TN": 37695639, + "TP": 29736, + "n_pred": 38812, + "n_ref": 44885 + }, + "14": { + "Dice": 0.30584253581157755, + "FN": 22920, + "FP": 328214, + "IoU": 0.18052780941356583, + "TN": 37321112, + "TP": 77354, + "n_pred": 405568, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 16222, + "IoU": 0.0, + "TN": 37733378, + "TP": 0, + "n_pred": 16222, + "n_ref": 0 + }, + "2": { + "Dice": 0.5272555434387496, + "FN": 63970, + "FP": 1056, + "IoU": 0.35800884606271227, + "TN": 37648312, + "TP": 36262, + "n_pred": 37318, + "n_ref": 100232 + }, + "3": { + "Dice": 0.818661096190192, + "FN": 6399, + "FP": 30061, + "IoU": 0.692994274166386, + "TN": 37630840, + "TP": 82300, + "n_pred": 112361, + "n_ref": 88699 + }, + "4": { + "Dice": 0.0, + "FN": 11694, + "FP": 52, + "IoU": 0.0, + "TN": 37737854, + "TP": 0, + "n_pred": 52, + "n_ref": 11694 + }, + "5": { + "Dice": 0.7752798762173477, + "FN": 1531, + "FP": 3407, + "IoU": 0.6330261593341261, + "TN": 37736144, + "TP": 8518, + "n_pred": 11925, + "n_ref": 10049 + }, + "6": { + "Dice": 0.8505241744645304, + "FN": 188120, + "FP": 6747, + "IoU": 0.7399234986680333, + "TN": 37000332, + "TP": 554401, + "n_pred": 561148, + "n_ref": 742521 + }, + "7": { + "Dice": 0.927513721703905, + "FN": 35959, + "FP": 12390, + "IoU": 0.8648257236236961, + "TN": 37391921, + "TP": 309330, + "n_pred": 321720, + "n_ref": 345289 + }, + "8": { + "Dice": 0.9456244579919492, + "FN": 5028, + "FP": 3374, + "IoU": 0.8968573533022343, + "TN": 37668140, + "TP": 73058, + "n_pred": 76432, + "n_ref": 78086 + }, + "9": { + "Dice": 0.8364918386398035, + "FN": 8623, + "FP": 9418, + "IoU": 0.7189393821371263, + "TN": 37685411, + "TP": 46148, + "n_pred": 55566, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9706246253140984, + "FN": 7785, + "FP": 3730, + "IoU": 0.9429258258779213, + "TN": 75704933, + "TP": 190240, + "n_pred": 193970, + "n_ref": 198025 + }, + "10": { + "Dice": 0.9033093991254116, + "FN": 13719, + "FP": 7773, + "IoU": 0.8236684060254013, + "TN": 75784804, + "TP": 100392, + "n_pred": 108165, + "n_ref": 114111 + }, + "11": { + "Dice": 0.6390263474655611, + "FN": 1953, + "FP": 746, + "IoU": 0.4695361635220126, + "TN": 75901600, + "TP": 2389, + "n_pred": 3135, + "n_ref": 4342 + }, + "12": { + "Dice": 0.7434865494598601, + "FN": 1074, + "FP": 1348, + "IoU": 0.5917060013486176, + "TN": 75900756, + "TP": 3510, + "n_pred": 4858, + "n_ref": 4584 + }, + "13": { + "Dice": 0.7448714637229978, + "FN": 14105, + "FP": 4662, + "IoU": 0.5934622966444988, + "TN": 75860525, + "TP": 27396, + "n_pred": 32058, + "n_ref": 41501 + }, + "14": { + "Dice": 0.9141409558378706, + "FN": 2794, + "FP": 19914, + "IoU": 0.8418596877306851, + "TN": 75763094, + "TP": 120886, + "n_pred": 140800, + "n_ref": 123680 + }, + "15": { + "Dice": 0.6688895231068015, + "FN": 91177, + "FP": 3957, + "IoU": 0.5025048895024735, + "TN": 75715462, + "TP": 96092, + "n_pred": 100049, + "n_ref": 187269 + }, + "2": { + "Dice": 0.9505803040933251, + "FN": 9126, + "FP": 9963, + "IoU": 0.9058151927213879, + "TN": 75704012, + "TP": 183587, + "n_pred": 193550, + "n_ref": 192713 + }, + "3": { + "Dice": 0.9500489071914121, + "FN": 20072, + "FP": 4236, + "IoU": 0.9048506294231853, + "TN": 75651216, + "TP": 231164, + "n_pred": 235400, + "n_ref": 251236 + }, + "4": { + "Dice": 0.9187029454497424, + "FN": 2355, + "FP": 2569, + "IoU": 0.8496304892200575, + "TN": 75873942, + "TP": 27822, + "n_pred": 30391, + "n_ref": 30177 + }, + "5": { + "Dice": 0.869089944282303, + "FN": 1440, + "FP": 1027, + "IoU": 0.7684872372372372, + "TN": 75896032, + "TP": 8189, + "n_pred": 9216, + "n_ref": 9629 + }, + "6": { + "Dice": 0.9748920787935791, + "FN": 59939, + "FP": 24897, + "IoU": 0.9510140919077631, + "TN": 74174843, + "TP": 1647009, + "n_pred": 1671906, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.9084496997532414, + "FN": 18972, + "FP": 32376, + "IoU": 0.832256378426056, + "TN": 75600578, + "TP": 254762, + "n_pred": 287138, + "n_ref": 273734 + }, + "8": { + "Dice": 0.9463404923580545, + "FN": 6177, + "FP": 3527, + "IoU": 0.8981463988076496, + "TN": 75811414, + "TP": 85570, + "n_pred": 89097, + "n_ref": 91747 + }, + "9": { + "Dice": 0.8850567053586897, + "FN": 11334, + "FP": 5916, + "IoU": 0.793813200736296, + "TN": 75823026, + "TP": 66412, + "n_pred": 72328, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9743408430345918, + "FN": 1351, + "FP": 3584, + "IoU": 0.9499655284289075, + "TN": 61289118, + "TP": 93697, + "n_pred": 97281, + "n_ref": 95048 + }, + "10": { + "Dice": 0.8840072032957546, + "FN": 6383, + "FP": 12425, + "IoU": 0.7921262627379031, + "TN": 61297272, + "TP": 71670, + "n_pred": 84095, + "n_ref": 78053 + }, + "11": { + "Dice": 0.7591962905718702, + "FN": 886, + "FP": 672, + "IoU": 0.611858495266567, + "TN": 61383736, + "TP": 2456, + "n_pred": 3128, + "n_ref": 3342 + }, + "12": { + "Dice": 0.8009153318077803, + "FN": 919, + "FP": 299, + "IoU": 0.6679389312977099, + "TN": 61384082, + "TP": 2450, + "n_pred": 2749, + "n_ref": 3369 + }, + "13": { + "Dice": 0.6238862213578071, + "FN": 13793, + "FP": 17148, + "IoU": 0.45336819603201245, + "TN": 61331147, + "TP": 25662, + "n_pred": 42810, + "n_ref": 39455 + }, + "14": { + "Dice": 0.8518925318162386, + "FN": 1697, + "FP": 20822, + "IoU": 0.7419972044636924, + "TN": 61300468, + "TP": 64763, + "n_pred": 85585, + "n_ref": 66460 + }, + "15": { + "Dice": 0.8931984134138646, + "FN": 3098, + "FP": 6380, + "IoU": 0.8070086131416587, + "TN": 61338639, + "TP": 39633, + "n_pred": 46013, + "n_ref": 42731 + }, + "2": { + "Dice": 0.9588020528619354, + "FN": 3696, + "FP": 7430, + "IoU": 0.9208643327595772, + "TN": 61247156, + "TP": 129468, + "n_pred": 136898, + "n_ref": 133164 + }, + "3": { + "Dice": 0.9575301307787852, + "FN": 7576, + "FP": 3605, + "IoU": 0.9185206777190745, + "TN": 61250525, + "TP": 126044, + "n_pred": 129649, + "n_ref": 133620 + }, + "4": { + "Dice": 0.7043704617070832, + "FN": 6123, + "FP": 4666, + "IoU": 0.5436511293460791, + "TN": 61364108, + "TP": 12853, + "n_pred": 17519, + "n_ref": 18976 + }, + "5": { + "Dice": 0.5616656751933373, + "FN": 15893, + "FP": 2528, + "IoU": 0.39049730337822186, + "TN": 61357527, + "TP": 11802, + "n_pred": 14330, + "n_ref": 27695 + }, + "6": { + "Dice": 0.968144028959057, + "FN": 34536, + "FP": 28650, + "IoU": 0.9382550047003043, + "TN": 60364412, + "TP": 960152, + "n_pred": 988802, + "n_ref": 994688 + }, + "7": { + "Dice": 0.8699635050996373, + "FN": 26857, + "FP": 18965, + "IoU": 0.7698543445504772, + "TN": 61188650, + "TP": 153278, + "n_pred": 172243, + "n_ref": 180135 + }, + "8": { + "Dice": 0.9412193641540664, + "FN": 19137, + "FP": 9238, + "IoU": 0.8889654119921269, + "TN": 61132199, + "TP": 227176, + "n_pred": 236414, + "n_ref": 246313 + }, + "9": { + "Dice": 0.8809562477669146, + "FN": 11912, + "FP": 6413, + "IoU": 0.787240218274701, + "TN": 61301620, + "TP": 67805, + "n_pred": 74218, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9796239422705211, + "FN": 3061, + "FP": 4529, + "IoU": 0.9600616702535741, + "TN": 39558757, + "TP": 182453, + "n_pred": 186982, + "n_ref": 185514 + }, + "10": { + "Dice": 0.7307593281084255, + "FN": 16354, + "FP": 9789, + "IoU": 0.575745281640999, + "TN": 39687179, + "TP": 35478, + "n_pred": 45267, + "n_ref": 51832 + }, + "11": { + "Dice": 0.8016237204376986, + "FN": 760, + "FP": 364, + "IoU": 0.6689248895434462, + "TN": 39745405, + "TP": 2271, + "n_pred": 2635, + "n_ref": 3031 + }, + "12": { + "Dice": 0.8398215110016926, + "FN": 731, + "FP": 310, + "IoU": 0.7238726790450929, + "TN": 39745030, + "TP": 2729, + "n_pred": 3039, + "n_ref": 3460 + }, + "13": { + "Dice": 0.7442536833917641, + "FN": 10800, + "FP": 11887, + "IoU": 0.592678372652519, + "TN": 39693102, + "TP": 33011, + "n_pred": 44898, + "n_ref": 43811 + }, + "14": { + "Dice": 0.4194626793095064, + "FN": 12630, + "FP": 44676, + "IoU": 0.2653924547167634, + "TN": 39670791, + "TP": 20703, + "n_pred": 65379, + "n_ref": 33333 + }, + "15": { + "Dice": 0.6176911840183189, + "FN": 20425, + "FP": 18309, + "IoU": 0.44685469475187434, + "TN": 39678775, + "TP": 31291, + "n_pred": 49600, + "n_ref": 51716 + }, + "2": { + "Dice": 0.9450513906326474, + "FN": 6820, + "FP": 6091, + "IoU": 0.89582694573093, + "TN": 39624862, + "TP": 111027, + "n_pred": 117118, + "n_ref": 117847 + }, + "3": { + "Dice": 0.9506474576520734, + "FN": 5140, + "FP": 8268, + "IoU": 0.9059371558056165, + "TN": 39606257, + "TP": 129135, + "n_pred": 137403, + "n_ref": 134275 + }, + "4": { + "Dice": 0.8877417096858867, + "FN": 3481, + "FP": 1651, + "IoU": 0.7981434864694776, + "TN": 39723376, + "TP": 20292, + "n_pred": 21943, + "n_ref": 23773 + }, + "5": { + "Dice": 0.7763854452858004, + "FN": 731, + "FP": 2606, + "IoU": 0.6345016429353779, + "TN": 39739670, + "TP": 5793, + "n_pred": 8399, + "n_ref": 6524 + }, + "6": { + "Dice": 0.9726799401274872, + "FN": 23400, + "FP": 27414, + "IoU": 0.9468129535484722, + "TN": 38793417, + "TP": 904569, + "n_pred": 931983, + "n_ref": 927969 + }, + "7": { + "Dice": 0.9260333796293606, + "FN": 94669, + "FP": 7157, + "IoU": 0.8622552713135301, + "TN": 39009563, + "TP": 637411, + "n_pred": 644568, + "n_ref": 732080 + }, + "8": { + "Dice": 0.9586957401189369, + "FN": 2138, + "FP": 1946, + "IoU": 0.9206682206682206, + "TN": 39697320, + "TP": 47396, + "n_pred": 49342, + "n_ref": 49534 + }, + "9": { + "Dice": 0.8930743878431285, + "FN": 1254, + "FP": 8414, + "IoU": 0.8068061467138261, + "TN": 39698757, + "TP": 40375, + "n_pred": 48789, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8985134923125196, + "FN": 5322, + "FP": 15378, + "IoU": 0.8157280965691598, + "TN": 101284274, + "TP": 91634, + "n_pred": 107012, + "n_ref": 96956 + }, + "10": { + "Dice": 0.8098912964275541, + "FN": 21260, + "FP": 7439, + "IoU": 0.6805187576533452, + "TN": 101306778, + "TP": 61131, + "n_pred": 68570, + "n_ref": 82391 + }, + "11": { + "Dice": 0.5869113149847095, + "FN": 3130, + "FP": 247, + "IoU": 0.4153393351800554, + "TN": 101390832, + "TP": 2399, + "n_pred": 2646, + "n_ref": 5529 + }, + "12": { + "Dice": 0.6457564575645757, + "FN": 2425, + "FP": 647, + "IoU": 0.4768392370572207, + "TN": 101390736, + "TP": 2800, + "n_pred": 3447, + "n_ref": 5225 + }, + "13": { + "Dice": 0.9001589662068612, + "FN": 6060, + "FP": 3675, + "IoU": 0.8184446102200671, + "TN": 101342988, + "TP": 43885, + "n_pred": 47560, + "n_ref": 49945 + }, + "14": { + "Dice": 0.9737856526235715, + "FN": 4666, + "FP": 4535, + "IoU": 0.9489105810234542, + "TN": 101216512, + "TP": 170895, + "n_pred": 175430, + "n_ref": 175561 + }, + "15": { + "Dice": 0.9057374701670644, + "FN": 3155, + "FP": 1782, + "IoU": 0.827714963707426, + "TN": 101367952, + "TP": 23719, + "n_pred": 25501, + "n_ref": 26874 + }, + "2": { + "Dice": 0.9715194102318537, + "FN": 7258, + "FP": 2972, + "IoU": 0.9446161842012658, + "TN": 101211897, + "TP": 174481, + "n_pred": 177453, + "n_ref": 181739 + }, + "3": { + "Dice": 0.9783041389304806, + "FN": 4485, + "FP": 2731, + "IoU": 0.9575297074281813, + "TN": 101226701, + "TP": 162691, + "n_pred": 165422, + "n_ref": 167176 + }, + "4": { + "Dice": 0.8813400272134378, + "FN": 754, + "FP": 1775, + "IoU": 0.7878533680060398, + "TN": 101384687, + "TP": 9392, + "n_pred": 11167, + "n_ref": 10146 + }, + "5": { + "Dice": 0.7554318916485945, + "FN": 10823, + "FP": 7108, + "IoU": 0.6069831667543398, + "TN": 101350984, + "TP": 27693, + "n_pred": 34801, + "n_ref": 38516 + }, + "6": { + "Dice": 0.975862895992518, + "FN": 48374, + "FP": 39786, + "IoU": 0.9528635298671774, + "TN": 99526294, + "TP": 1782154, + "n_pred": 1821940, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.9089322900733953, + "FN": 59899, + "FP": 20479, + "IoU": 0.8330668040158007, + "TN": 100915110, + "TP": 401120, + "n_pred": 421599, + "n_ref": 461019 + }, + "8": { + "Dice": 0.9347386572517149, + "FN": 21545, + "FP": 11154, + "IoU": 0.8774735548369449, + "TN": 101129735, + "TP": 234174, + "n_pred": 245328, + "n_ref": 255719 + }, + "9": { + "Dice": 0.9280215024372466, + "FN": 5135, + "FP": 7505, + "IoU": 0.8657090646381369, + "TN": 101302484, + "TP": 81484, + "n_pred": 88989, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8237258938700055, + "FN": 20940, + "FP": 62970, + "IoU": 0.7002839640669369, + "TN": 73603539, + "TP": 196055, + "n_pred": 259025, + "n_ref": 216995 + }, + "10": { + "Dice": 0.09169396699368507, + "FN": 70621, + "FP": 32796, + "IoU": 0.04804992774100905, + "TN": 73774867, + "TP": 5220, + "n_pred": 38016, + "n_ref": 75841 + }, + "11": { + "Dice": 0.4495171202809482, + "FN": 3955, + "FP": 1688, + "IoU": 0.289920724801812, + "TN": 73875557, + "TP": 2304, + "n_pred": 3992, + "n_ref": 6259 + }, + "12": { + "Dice": 0.18955873213175886, + "FN": 4931, + "FP": 285, + "IoU": 0.10470305526948163, + "TN": 73877678, + "TP": 610, + "n_pred": 895, + "n_ref": 5541 + }, + "13": { + "Dice": 0.019775599501332224, + "FN": 60430, + "FP": 19770, + "IoU": 0.00998654470490933, + "TN": 73802495, + "TP": 809, + "n_pred": 20579, + "n_ref": 61239 + }, + "14": { + "Dice": 0.6742268577522303, + "FN": 36337, + "FP": 26288, + "IoU": 0.5085537157655183, + "TN": 73756074, + "TP": 64805, + "n_pred": 91093, + "n_ref": 101142 + }, + "15": { + "Dice": 0.7035826904106152, + "FN": 98787, + "FP": 5179, + "IoU": 0.5427131257862189, + "TN": 73656150, + "TP": 123388, + "n_pred": 128567, + "n_ref": 222175 + }, + "2": { + "Dice": 0.4673775500147827, + "FN": 131769, + "FP": 3344, + "IoU": 0.30495282776217375, + "TN": 73689110, + "TP": 59281, + "n_pred": 62625, + "n_ref": 191050 + }, + "3": { + "Dice": 0.6351821402744728, + "FN": 30305, + "FP": 150301, + "IoU": 0.4653970020601956, + "TN": 73545672, + "TP": 157226, + "n_pred": 307527, + "n_ref": 187531 + }, + "4": { + "Dice": 0.0, + "FN": 47888, + "FP": 18412, + "IoU": 0.0, + "TN": 73817204, + "TP": 0, + "n_pred": 18412, + "n_ref": 47888 + }, + "5": { + "Dice": 0.4836117469439439, + "FN": 10163, + "FP": 440, + "IoU": 0.3189234326824255, + "TN": 73867936, + "TP": 4965, + "n_pred": 5405, + "n_ref": 15128 + }, + "6": { + "Dice": 0.7622534411359534, + "FN": 249123, + "FP": 656762, + "IoU": 0.6158396770947346, + "TN": 71525413, + "TP": 1452206, + "n_pred": 2108968, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.34358490096039096, + "FN": 96737, + "FP": 193130, + "IoU": 0.2074268105619188, + "TN": 73517775, + "TP": 75862, + "n_pred": 268992, + "n_ref": 172599 + }, + "8": { + "Dice": 0.7967484121503825, + "FN": 21178, + "FP": 8551, + "IoU": 0.6621627764267369, + "TN": 73795506, + "TP": 58269, + "n_pred": 66820, + "n_ref": 79447 + }, + "9": { + "Dice": 0.8042332455751636, + "FN": 13049, + "FP": 24502, + "IoU": 0.6725669890044732, + "TN": 73768821, + "TP": 77132, + "n_pred": 101634, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9651926847813038, + "FN": 6448, + "FP": 6599, + "IoU": 0.9327269633548347, + "TN": 69301835, + "TP": 180894, + "n_pred": 187493, + "n_ref": 187342 + }, + "10": { + "Dice": 0.7494281068268887, + "FN": 13090, + "FP": 23276, + "IoU": 0.5992683114965455, + "TN": 69405027, + "TP": 54383, + "n_pred": 77659, + "n_ref": 67473 + }, + "11": { + "Dice": 0.7828529194382853, + "FN": 813, + "FP": 656, + "IoU": 0.6431867864950207, + "TN": 69491659, + "TP": 2648, + "n_pred": 3304, + "n_ref": 3461 + }, + "12": { + "Dice": 0.514018691588785, + "FN": 1447, + "FP": 1777, + "IoU": 0.34591194968553457, + "TN": 69490847, + "TP": 1705, + "n_pred": 3482, + "n_ref": 3152 + }, + "13": { + "Dice": 0.7180520432848811, + "FN": 25430, + "FP": 15711, + "IoU": 0.5601257364026131, + "TN": 69402247, + "TP": 52388, + "n_pred": 68099, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9530668579305989, + "FN": 6196, + "FP": 8069, + "IoU": 0.9103416633145616, + "TN": 69336672, + "TP": 144839, + "n_pred": 152908, + "n_ref": 151035 + }, + "15": { + "Dice": 0.8913386552395434, + "FN": 16618, + "FP": 2248, + "IoU": 0.8039773907983875, + "TN": 69399532, + "TP": 77378, + "n_pred": 79626, + "n_ref": 93996 + }, + "2": { + "Dice": 0.9453506679002126, + "FN": 4540, + "FP": 12295, + "IoU": 0.8963649235125735, + "TN": 69333331, + "TP": 145610, + "n_pred": 157905, + "n_ref": 150150 + }, + "3": { + "Dice": 0.9457166733801877, + "FN": 15267, + "FP": 2791, + "IoU": 0.8970232664233576, + "TN": 69320416, + "TP": 157302, + "n_pred": 160093, + "n_ref": 172569 + }, + "4": { + "Dice": 0.5219471066985564, + "FN": 21952, + "FP": 5831, + "IoU": 0.3531315483119907, + "TN": 69452826, + "TP": 15167, + "n_pred": 20998, + "n_ref": 37119 + }, + "5": { + "Dice": 0.8437421898864236, + "FN": 3901, + "FP": 1726, + "IoU": 0.7297180460156588, + "TN": 69474957, + "TP": 15192, + "n_pred": 16918, + "n_ref": 19093 + }, + "6": { + "Dice": 0.9653954155894459, + "FN": 62632, + "FP": 36805, + "IoU": 0.9331056812777039, + "TN": 68009297, + "TP": 1387042, + "n_pred": 1423847, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.9121239786719859, + "FN": 15764, + "FP": 41507, + "IoU": 0.8384447867124779, + "TN": 69141278, + "TP": 297227, + "n_pred": 338734, + "n_ref": 312991 + }, + "8": { + "Dice": 0.8270456108182443, + "FN": 16517, + "FP": 13667, + "IoU": 0.7050961388150696, + "TN": 69393424, + "TP": 72168, + "n_pred": 85835, + "n_ref": 88685 + }, + "9": { + "Dice": 0.8581871726043105, + "FN": 14510, + "FP": 7256, + "IoU": 0.7516005706134095, + "TN": 69408151, + "TP": 65859, + "n_pred": 73115, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8733428250812786, + "FN": 5508, + "FP": 51604, + "IoU": 0.7751628840816487, + "TN": 50579537, + "TP": 196903, + "n_pred": 248507, + "n_ref": 202411 + }, + "10": { + "Dice": 0.87351927668609, + "FN": 9805, + "FP": 9318, + "IoU": 0.7754409450668169, + "TN": 50748394, + "TP": 66035, + "n_pred": 75353, + "n_ref": 75840 + }, + "11": { + "Dice": 0.81468159895365, + "FN": 1746, + "FP": 521, + "IoU": 0.6873103448275862, + "TN": 50826302, + "TP": 4983, + "n_pred": 5504, + "n_ref": 6729 + }, + "12": { + "Dice": 0.4192048360846315, + "FN": 4496, + "FP": 500, + "IoU": 0.26518605677305485, + "TN": 50826753, + "TP": 1803, + "n_pred": 2303, + "n_ref": 6299 + }, + "13": { + "Dice": 0.6758231993703826, + "FN": 8333, + "FP": 29974, + "IoU": 0.510372330227386, + "TN": 50755315, + "TP": 39930, + "n_pred": 69904, + "n_ref": 48263 + }, + "14": { + "Dice": 0.6045072912063633, + "FN": 26113, + "FP": 6107, + "IoU": 0.4331855604813173, + "TN": 50776708, + "TP": 24624, + "n_pred": 30731, + "n_ref": 50737 + }, + "15": { + "Dice": 0.49543320190993206, + "FN": 22253, + "FP": 3214, + "IoU": 0.3292862786410324, + "TN": 50795582, + "TP": 12503, + "n_pred": 15717, + "n_ref": 34756 + }, + "2": { + "Dice": 0.9546737785466297, + "FN": 13400, + "FP": 5465, + "IoU": 0.9132783230284782, + "TN": 50616017, + "TP": 198670, + "n_pred": 204135, + "n_ref": 212070 + }, + "3": { + "Dice": 0.9540266251308136, + "FN": 7135, + "FP": 11755, + "IoU": 0.9120945600074457, + "TN": 50618662, + "TP": 196000, + "n_pred": 207755, + "n_ref": 203135 + }, + "4": { + "Dice": 0.8978590912848208, + "FN": 1672, + "FP": 2035, + "IoU": 0.81465, + "TN": 50813552, + "TP": 16293, + "n_pred": 18328, + "n_ref": 17965 + }, + "5": { + "Dice": 0.8687758541443236, + "FN": 1503, + "FP": 1923, + "IoU": 0.7679962077605471, + "TN": 50818785, + "TP": 11341, + "n_pred": 13264, + "n_ref": 12844 + }, + "6": { + "Dice": 0.9809745616098358, + "FN": 36006, + "FP": 47792, + "IoU": 0.9626595418064925, + "TN": 48589391, + "TP": 2160363, + "n_pred": 2208155, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.7973117820941247, + "FN": 13391, + "FP": 95907, + "IoU": 0.6629413760138156, + "TN": 50509282, + "TP": 214972, + "n_pred": 310879, + "n_ref": 228363 + }, + "8": { + "Dice": 0.9568527539895404, + "FN": 6778, + "FP": 1893, + "IoU": 0.9172748695345221, + "TN": 50728735, + "TP": 96146, + "n_pred": 98039, + "n_ref": 102924 + }, + "9": { + "Dice": 0.8825496915695682, + "FN": 18545, + "FP": 7159, + "IoU": 0.7897887583110479, + "TN": 50711275, + "TP": 96573, + "n_pred": 103732, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9687451112385811, + "FN": 7603, + "FP": 5583, + "IoU": 0.9393847455133862, + "TN": 76667324, + "TP": 204350, + "n_pred": 209933, + "n_ref": 211953 + }, + "10": { + "Dice": 0.7529653793311801, + "FN": 12620, + "FP": 21723, + "IoU": 0.6038047114741238, + "TN": 76798178, + "TP": 52339, + "n_pred": 74062, + "n_ref": 64959 + }, + "11": { + "Dice": 0.6360725720384205, + "FN": 1384, + "FP": 321, + "IoU": 0.46635367762128327, + "TN": 76881665, + "TP": 1490, + "n_pred": 1811, + "n_ref": 2874 + }, + "12": { + "Dice": 0.6650148662041625, + "FN": 1267, + "FP": 85, + "IoU": 0.4981440237564959, + "TN": 76882166, + "TP": 1342, + "n_pred": 1427, + "n_ref": 2609 + }, + "13": { + "Dice": 0.5289272600972512, + "FN": 18798, + "FP": 23925, + "IoU": 0.3595520777118187, + "TN": 76818152, + "TP": 23985, + "n_pred": 47910, + "n_ref": 42783 + }, + "14": { + "Dice": 0.900530210666591, + "FN": 2107, + "FP": 15434, + "IoU": 0.8190586220768905, + "TN": 76787917, + "TP": 79402, + "n_pred": 94836, + "n_ref": 81509 + }, + "15": { + "Dice": 0.7163711746712863, + "FN": 15307, + "FP": 4258, + "IoU": 0.5580828044180426, + "TN": 76840587, + "TP": 24708, + "n_pred": 28966, + "n_ref": 40015 + }, + "2": { + "Dice": 0.9470114576248615, + "FN": 4341, + "FP": 6800, + "IoU": 0.8993558994372024, + "TN": 76774163, + "TP": 99556, + "n_pred": 106356, + "n_ref": 103897 + }, + "3": { + "Dice": 0.9534382311115189, + "FN": 3882, + "FP": 5253, + "IoU": 0.9110195493994916, + "TN": 76782197, + "TP": 93528, + "n_pred": 98781, + "n_ref": 97410 + }, + "4": { + "Dice": 0.9271470878578479, + "FN": 1402, + "FP": 2288, + "IoU": 0.8641884431358116, + "TN": 76857690, + "TP": 23480, + "n_pred": 25768, + "n_ref": 24882 + }, + "5": { + "Dice": 0.877370417193426, + "FN": 2916, + "FP": 673, + "IoU": 0.7815315315315315, + "TN": 76868432, + "TP": 12839, + "n_pred": 13512, + "n_ref": 15755 + }, + "6": { + "Dice": 0.9705394563051473, + "FN": 27364, + "FP": 39640, + "IoU": 0.9427650843438536, + "TN": 75714176, + "TP": 1103680, + "n_pred": 1143320, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.8638509723261032, + "FN": 13320, + "FP": 33280, + "IoU": 0.7603324487234874, + "TN": 76690424, + "TP": 147836, + "n_pred": 181116, + "n_ref": 161156 + }, + "8": { + "Dice": 0.9545077924639969, + "FN": 4730, + "FP": 2188, + "IoU": 0.9129745641180467, + "TN": 76805366, + "TP": 72576, + "n_pred": 74764, + "n_ref": 77306 + }, + "9": { + "Dice": 0.912331113116139, + "FN": 12391, + "FP": 2864, + "IoU": 0.838794898077797, + "TN": 76790229, + "TP": 79376, + "n_pred": 82240, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8965405805897328, + "FN": 10828, + "FP": 15424, + "IoU": 0.8124816960363437, + "TN": 130859935, + "TP": 113745, + "n_pred": 129169, + "n_ref": 124573 + }, + "10": { + "Dice": 0.7627389355453655, + "FN": 20553, + "FP": 2472, + "IoU": 0.6164737236611977, + "TN": 130939897, + "TP": 37010, + "n_pred": 39482, + "n_ref": 57563 + }, + "11": { + "Dice": 0.7483076923076923, + "FN": 1920, + "FP": 534, + "IoU": 0.5978367748279253, + "TN": 130993830, + "TP": 3648, + "n_pred": 4182, + "n_ref": 5568 + }, + "12": { + "Dice": 0.6530948652435506, + "FN": 3340, + "FP": 869, + "IoU": 0.4848855709215518, + "TN": 130991761, + "TP": 3962, + "n_pred": 4831, + "n_ref": 7302 + }, + "13": { + "Dice": 0.4652159723386051, + "FN": 52046, + "FP": 8583, + "IoU": 0.3031149425287356, + "TN": 130912932, + "TP": 26371, + "n_pred": 34954, + "n_ref": 78417 + }, + "14": { + "Dice": 0.022312392301848463, + "FN": 935449, + "FP": 156, + "IoU": 0.011282061036837895, + "TN": 130053651, + "TP": 10676, + "n_pred": 10832, + "n_ref": 946125 + }, + "15": { + "Dice": 0.14996717471921078, + "FN": 21084, + "FP": 26823, + "IoU": 0.08106189937275814, + "TN": 130947799, + "TP": 4226, + "n_pred": 31049, + "n_ref": 25310 + }, + "2": { + "Dice": 0.8703558646258623, + "FN": 46075, + "FP": 5398, + "IoU": 0.7704690684182597, + "TN": 130775679, + "TP": 172780, + "n_pred": 178178, + "n_ref": 218855 + }, + "3": { + "Dice": 0.9120064944406766, + "FN": 16788, + "FP": 34590, + "IoU": 0.8382462668946041, + "TN": 130682301, + "TP": 266253, + "n_pred": 300843, + "n_ref": 283041 + }, + "4": { + "Dice": 0.0, + "FN": 2280, + "FP": 7551, + "IoU": 0.0, + "TN": 130990101, + "TP": 0, + "n_pred": 7551, + "n_ref": 2280 + }, + "5": { + "Dice": 0.5743732096979004, + "FN": 13994, + "FP": 419, + "IoU": 0.40289170602369706, + "TN": 130975794, + "TP": 9725, + "n_pred": 10144, + "n_ref": 23719 + }, + "6": { + "Dice": 0.8988847784714195, + "FN": 43783, + "FP": 277763, + "IoU": 0.8163403437685454, + "TN": 129249161, + "TP": 1429225, + "n_pred": 1706988, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.49533390144035916, + "FN": 108739, + "FP": 85509, + "IoU": 0.3291985523662182, + "TN": 130710356, + "TP": 95328, + "n_pred": 180837, + "n_ref": 204067 + }, + "8": { + "Dice": 0.9440592934147292, + "FN": 9730, + "FP": 4052, + "IoU": 0.8940457428406688, + "TN": 130869857, + "TP": 116293, + "n_pred": 120345, + "n_ref": 126023 + }, + "9": { + "Dice": 0.7745857726291597, + "FN": 7338, + "FP": 21694, + "IoU": 0.632101174711391, + "TN": 130921019, + "TP": 49881, + "n_pred": 71575, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9485640660495711, + "FN": 1465, + "FP": 4603, + "IoU": 0.9021605933569816, + "TN": 74364678, + "TP": 55952, + "n_pred": 60555, + "n_ref": 57417 + }, + "10": { + "Dice": 0.7238950371316472, + "FN": 31450, + "FP": 4651, + "IoU": 0.5672691966533215, + "TN": 74343272, + "TP": 47325, + "n_pred": 51976, + "n_ref": 78775 + }, + "11": { + "Dice": 0.606027397260274, + "FN": 1282, + "FP": 156, + "IoU": 0.43474842767295596, + "TN": 74424154, + "TP": 1106, + "n_pred": 1262, + "n_ref": 2388 + }, + "12": { + "Dice": 0.6043580992386454, + "FN": 1306, + "FP": 201, + "IoU": 0.4330323551542513, + "TN": 74424040, + "TP": 1151, + "n_pred": 1352, + "n_ref": 2457 + }, + "13": { + "Dice": 0.4632567673817814, + "FN": 70332, + "FP": 6126, + "IoU": 0.3014535919527103, + "TN": 74317245, + "TP": 32995, + "n_pred": 39121, + "n_ref": 103327 + }, + "14": { + "Dice": 0.9278304537467331, + "FN": 14865, + "FP": 9408, + "IoU": 0.8653766160296834, + "TN": 74246395, + "TP": 156030, + "n_pred": 165438, + "n_ref": 170895 + }, + "15": { + "Dice": 0.6992583366359055, + "FN": 9867, + "FP": 757, + "IoU": 0.5375843307943416, + "TN": 74403723, + "TP": 12351, + "n_pred": 13108, + "n_ref": 22218 + }, + "2": { + "Dice": 0.9048134528777424, + "FN": 9257, + "FP": 13781, + "IoU": 0.8261729065749166, + "TN": 74294164, + "TP": 109496, + "n_pred": 123277, + "n_ref": 118753 + }, + "3": { + "Dice": 0.9321669439801107, + "FN": 10462, + "FP": 7109, + "IoU": 0.8729519457419271, + "TN": 74288396, + "TP": 120731, + "n_pred": 127840, + "n_ref": 131193 + }, + "4": { + "Dice": 0.6882160222032094, + "FN": 13970, + "FP": 971, + "IoU": 0.5246412777194489, + "TN": 74395267, + "TP": 16490, + "n_pred": 17461, + "n_ref": 30460 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 74426698, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9658624484715419, + "FN": 16553, + "FP": 45018, + "IoU": 0.9339787023921475, + "TN": 73494105, + "TP": 871022, + "n_pred": 916040, + "n_ref": 887575 + }, + "7": { + "Dice": 0.8474177598869863, + "FN": 26940, + "FP": 17560, + "IoU": 0.7352340947088467, + "TN": 74258625, + "TP": 123573, + "n_pred": 141133, + "n_ref": 150513 + }, + "8": { + "Dice": 0.921661958673458, + "FN": 1795, + "FP": 5249, + "IoU": 0.8547059672861533, + "TN": 74378217, + "TP": 41437, + "n_pred": 46686, + "n_ref": 43232 + }, + "9": { + "Dice": 0.865002649253197, + "FN": 3570, + "FP": 5857, + "IoU": 0.762118650483232, + "TN": 74387069, + "TP": 30202, + "n_pred": 36059, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9749916972291958, + "FN": 3889, + "FP": 3114, + "IoU": 0.9512037069295892, + "TN": 106503173, + "TP": 136512, + "n_pred": 139626, + "n_ref": 140401 + }, + "10": { + "Dice": 0.8402142828372337, + "FN": 15903, + "FP": 15833, + "IoU": 0.7244564839897201, + "TN": 106531512, + "TP": 83440, + "n_pred": 99273, + "n_ref": 99343 + }, + "11": { + "Dice": 0.5545003543586109, + "FN": 2695, + "FP": 448, + "IoU": 0.3836046283585017, + "TN": 106641589, + "TP": 1956, + "n_pred": 2404, + "n_ref": 4651 + }, + "12": { + "Dice": 0.7456226637812315, + "FN": 1680, + "FP": 906, + "IoU": 0.5944165621079046, + "TN": 106640312, + "TP": 3790, + "n_pred": 4696, + "n_ref": 5470 + }, + "13": { + "Dice": 0.7306402812985526, + "FN": 14138, + "FP": 5626, + "IoU": 0.5755975004831541, + "TN": 106600119, + "TP": 26805, + "n_pred": 32431, + "n_ref": 40943 + }, + "14": { + "Dice": 0.9358052322010999, + "FN": 1682, + "FP": 7726, + "IoU": 0.8793552275554302, + "TN": 106568707, + "TP": 68573, + "n_pred": 76299, + "n_ref": 70255 + }, + "15": { + "Dice": 0.8418845138662906, + "FN": 3277, + "FP": 5469, + "IoU": 0.7269434904776771, + "TN": 106614658, + "TP": 23284, + "n_pred": 28753, + "n_ref": 26561 + }, + "2": { + "Dice": 0.8988354768896484, + "FN": 30721, + "FP": 4384, + "IoU": 0.8162590221766279, + "TN": 106455631, + "TP": 155952, + "n_pred": 160336, + "n_ref": 186673 + }, + "3": { + "Dice": 0.8853976628371382, + "FN": 6838, + "FP": 30350, + "IoU": 0.7943619291978633, + "TN": 106465846, + "TP": 143654, + "n_pred": 174004, + "n_ref": 150492 + }, + "4": { + "Dice": 0.8820198206701274, + "FN": 738, + "FP": 1762, + "IoU": 0.7889404812157028, + "TN": 106634843, + "TP": 9345, + "n_pred": 11107, + "n_ref": 10083 + }, + "5": { + "Dice": 0.7710936493623599, + "FN": 1449, + "FP": 328, + "IoU": 0.6274633123689728, + "TN": 106641918, + "TP": 2993, + "n_pred": 3321, + "n_ref": 4442 + }, + "6": { + "Dice": 0.9751901341398417, + "FN": 30237, + "FP": 32977, + "IoU": 0.9515815241701747, + "TN": 105341112, + "TP": 1242362, + "n_pred": 1275339, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.9333488845533973, + "FN": 28750, + "FP": 15252, + "IoU": 0.8750273365275651, + "TN": 106294595, + "TP": 308091, + "n_pred": 323343, + "n_ref": 336841 + }, + "8": { + "Dice": 0.9515002885170225, + "FN": 5073, + "FP": 1651, + "IoU": 0.9074874109132935, + "TN": 106574006, + "TP": 65958, + "n_pred": 67609, + "n_ref": 71031 + }, + "9": { + "Dice": 0.8891690515513307, + "FN": 14556, + "FP": 3026, + "IoU": 0.8004539779820679, + "TN": 106558578, + "TP": 70528, + "n_pred": 73554, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9554476392586758, + "FN": 7971, + "FP": 5717, + "IoU": 0.914695782775877, + "TN": 107966467, + "TP": 146773, + "n_pred": 152490, + "n_ref": 154744 + }, + "10": { + "Dice": 0.8526878764974003, + "FN": 6686, + "FP": 19040, + "IoU": 0.743204799313243, + "TN": 108026747, + "TP": 74455, + "n_pred": 93495, + "n_ref": 81141 + }, + "11": { + "Dice": 0.6514734774066797, + "FN": 1379, + "FP": 395, + "IoU": 0.4831002331002331, + "TN": 108123496, + "TP": 1658, + "n_pred": 2053, + "n_ref": 3037 + }, + "12": { + "Dice": 0.7541317060767861, + "FN": 1008, + "FP": 926, + "IoU": 0.6053061224489796, + "TN": 108122028, + "TP": 2966, + "n_pred": 3892, + "n_ref": 3974 + }, + "13": { + "Dice": 0.763080704269653, + "FN": 25262, + "FP": 7127, + "IoU": 0.6169203657050941, + "TN": 108042379, + "TP": 52160, + "n_pred": 59287, + "n_ref": 77422 + }, + "14": { + "Dice": 0.8179983945501487, + "FN": 2189, + "FP": 14589, + "IoU": 0.6920450791086965, + "TN": 108072446, + "TP": 37704, + "n_pred": 52293, + "n_ref": 39893 + }, + "15": { + "Dice": 0.757292329791228, + "FN": 4034, + "FP": 10835, + "IoU": 0.6093889560237482, + "TN": 108088862, + "TP": 23197, + "n_pred": 34032, + "n_ref": 27231 + }, + "2": { + "Dice": 0.9492751500171791, + "FN": 12192, + "FP": 6853, + "IoU": 0.9034478912654436, + "TN": 107929677, + "TP": 178206, + "n_pred": 185059, + "n_ref": 190398 + }, + "3": { + "Dice": 0.9500678608800157, + "FN": 16833, + "FP": 2445, + "IoU": 0.9048850163557511, + "TN": 107924247, + "TP": 183403, + "n_pred": 185848, + "n_ref": 200236 + }, + "4": { + "Dice": 0.9427117356627421, + "FN": 2282, + "FP": 1489, + "IoU": 0.8916317029714351, + "TN": 108092130, + "TP": 31027, + "n_pred": 32516, + "n_ref": 33309 + }, + "5": { + "Dice": 0.8289416217790071, + "FN": 1030, + "FP": 145, + "IoU": 0.707856787667827, + "TN": 108122906, + "TP": 2847, + "n_pred": 2992, + "n_ref": 3877 + }, + "6": { + "Dice": 0.9709880189801569, + "FN": 52691, + "FP": 32565, + "IoU": 0.9436119665174556, + "TN": 106614976, + "TP": 1426696, + "n_pred": 1459261, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.935907253328954, + "FN": 11334, + "FP": 22229, + "IoU": 0.8795354129204308, + "TN": 107848315, + "TP": 245050, + "n_pred": 267279, + "n_ref": 256384 + }, + "8": { + "Dice": 0.9480134413915794, + "FN": 2405, + "FP": 2066, + "IoU": 0.9011649755730928, + "TN": 108081691, + "TP": 40766, + "n_pred": 42832, + "n_ref": 43171 + }, + "9": { + "Dice": 0.9179033378009592, + "FN": 4895, + "FP": 5273, + "IoU": 0.8482637178970617, + "TN": 108059917, + "TP": 56843, + "n_pred": 62116, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8157876389362866, + "FN": 13335, + "FP": 36866, + "IoU": 0.6888862722252864, + "TN": 62408801, + "TP": 111158, + "n_pred": 148024, + "n_ref": 124493 + }, + "10": { + "Dice": 0.8459713852265965, + "FN": 8680, + "FP": 9697, + "IoU": 0.7330592798105835, + "TN": 62501317, + "TP": 50466, + "n_pred": 60163, + "n_ref": 59146 + }, + "11": { + "Dice": 0.6108029197080292, + "FN": 1006, + "FP": 327, + "IoU": 0.4396805380411938, + "TN": 62567781, + "TP": 1046, + "n_pred": 1373, + "n_ref": 2052 + }, + "12": { + "Dice": 0.6482473222979552, + "FN": 1604, + "FP": 1286, + "IoU": 0.47956059787502253, + "TN": 62564607, + "TP": 2663, + "n_pred": 3949, + "n_ref": 4267 + }, + "13": { + "Dice": 0.789414098842097, + "FN": 6496, + "FP": 12291, + "IoU": 0.6520925925925926, + "TN": 62516160, + "TP": 35213, + "n_pred": 47504, + "n_ref": 41709 + }, + "14": { + "Dice": 0.9159939409055791, + "FN": 53292, + "FP": 1944, + "IoU": 0.8450081373814468, + "TN": 62213780, + "TP": 301144, + "n_pred": 303088, + "n_ref": 354436 + }, + "15": { + "Dice": 0.554483484977034, + "FN": 43957, + "FP": 32184, + "IoU": 0.38358848149737296, + "TN": 62446637, + "TP": 47382, + "n_pred": 79566, + "n_ref": 91339 + }, + "2": { + "Dice": 0.8688343387260415, + "FN": 32993, + "FP": 7472, + "IoU": 0.7680876183489603, + "TN": 62395676, + "TP": 134019, + "n_pred": 141491, + "n_ref": 167012 + }, + "3": { + "Dice": 0.9072170849740858, + "FN": 9984, + "FP": 28917, + "IoU": 0.8301896675906323, + "TN": 62341075, + "TP": 190184, + "n_pred": 219101, + "n_ref": 200168 + }, + "4": { + "Dice": 0.9043947416101302, + "FN": 1018, + "FP": 3731, + "IoU": 0.8254749917312851, + "TN": 62542949, + "TP": 22462, + "n_pred": 26193, + "n_ref": 23480 + }, + "5": { + "Dice": 0.43744066831213213, + "FN": 5871, + "FP": 55, + "IoU": 0.279951397326853, + "TN": 62561930, + "TP": 2304, + "n_pred": 2359, + "n_ref": 8175 + }, + "6": { + "Dice": 0.9640030682815709, + "FN": 47492, + "FP": 57814, + "IoU": 0.9305076480125858, + "TN": 61054799, + "TP": 1410055, + "n_pred": 1467869, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.8545983577382685, + "FN": 15724, + "FP": 42693, + "IoU": 0.7461123908035986, + "TN": 62340070, + "TP": 171673, + "n_pred": 214366, + "n_ref": 187397 + }, + "8": { + "Dice": 0.9342704456135243, + "FN": 2729, + "FP": 6754, + "IoU": 0.8766487161476625, + "TN": 62493282, + "TP": 67395, + "n_pred": 74149, + "n_ref": 70124 + }, + "9": { + "Dice": 0.8259596387242449, + "FN": 2774, + "FP": 16958, + "IoU": 0.7035189470204646, + "TN": 62503606, + "TP": 46822, + "n_pred": 63780, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9030562351632452, + "FN": 32298, + "FP": 21036, + "IoU": 0.8232475210774697, + "TN": 55079504, + "TP": 248410, + "n_pred": 269446, + "n_ref": 280708 + }, + "10": { + "Dice": 0.8539028811108276, + "FN": 11321, + "FP": 11006, + "IoU": 0.7450528118755353, + "TN": 55293673, + "TP": 65248, + "n_pred": 76254, + "n_ref": 76569 + }, + "11": { + "Dice": 0.6909993792675357, + "FN": 1544, + "FP": 945, + "IoU": 0.5278831562974203, + "TN": 55375976, + "TP": 2783, + "n_pred": 3728, + "n_ref": 4327 + }, + "12": { + "Dice": 0.5777653787139071, + "FN": 2657, + "FP": 370, + "IoU": 0.4062377402903099, + "TN": 55376150, + "TP": 2071, + "n_pred": 2441, + "n_ref": 4728 + }, + "13": { + "Dice": 0.7670953398142901, + "FN": 10880, + "FP": 15833, + "IoU": 0.6221854491966509, + "TN": 55310544, + "TP": 43991, + "n_pred": 59824, + "n_ref": 54871 + }, + "14": { + "Dice": 0.9385641647618603, + "FN": 4646, + "FP": 7207, + "IoU": 0.884240133602883, + "TN": 55278855, + "TP": 90540, + "n_pred": 97747, + "n_ref": 95186 + }, + "15": { + "Dice": 0.79653569733167, + "FN": 15708, + "FP": 21152, + "IoU": 0.6618689856986909, + "TN": 55272237, + "TP": 72151, + "n_pred": 93303, + "n_ref": 87859 + }, + "2": { + "Dice": 0.9416564098991353, + "FN": 12899, + "FP": 9712, + "IoU": 0.8897454651843183, + "TN": 55176168, + "TP": 182469, + "n_pred": 192181, + "n_ref": 195368 + }, + "3": { + "Dice": 0.9348962796669935, + "FN": 17520, + "FP": 5651, + "IoU": 0.8777513981217685, + "TN": 55191708, + "TP": 166369, + "n_pred": 172020, + "n_ref": 183889 + }, + "4": { + "Dice": 0.843558282208589, + "FN": 1634, + "FP": 508, + "IoU": 0.7294429708222812, + "TN": 55373331, + "TP": 5775, + "n_pred": 6283, + "n_ref": 7409 + }, + "5": { + "Dice": 0.5224191866527633, + "FN": 3636, + "FP": 28, + "IoU": 0.35356386732533523, + "TN": 55375580, + "TP": 2004, + "n_pred": 2032, + "n_ref": 5640 + }, + "6": { + "Dice": 0.9638472559346385, + "FN": 56783, + "FP": 51394, + "IoU": 0.9302173462890894, + "TN": 53831049, + "TP": 1442022, + "n_pred": 1493416, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.9010406064380877, + "FN": 26971, + "FP": 5600, + "IoU": 0.8199034575041608, + "TN": 55200395, + "TP": 148282, + "n_pred": 153882, + "n_ref": 175253 + }, + "8": { + "Dice": 0.9305836366087074, + "FN": 2176, + "FP": 4519, + "IoU": 0.8701789765565919, + "TN": 55329677, + "TP": 44876, + "n_pred": 49395, + "n_ref": 47052 + }, + "9": { + "Dice": 0.8848868521755563, + "FN": 4090, + "FP": 8093, + "IoU": 0.7935399684793845, + "TN": 55322239, + "TP": 46826, + "n_pred": 54919, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9718056177899611, + "FN": 12219, + "FP": 3826, + "IoU": 0.9451574863705501, + "TN": 110854050, + "TP": 276520, + "n_pred": 280346, + "n_ref": 288739 + }, + "10": { + "Dice": 0.8423985157877673, + "FN": 12122, + "FP": 14127, + "IoU": 0.727710293461686, + "TN": 111050214, + "TP": 70152, + "n_pred": 84279, + "n_ref": 82274 + }, + "11": { + "Dice": 0.776536312849162, + "FN": 576, + "FP": 1184, + "IoU": 0.634703196347032, + "TN": 111141797, + "TP": 3058, + "n_pred": 4242, + "n_ref": 3634 + }, + "12": { + "Dice": 0.7949267595569847, + "FN": 879, + "FP": 269, + "IoU": 0.6596501630595909, + "TN": 111143242, + "TP": 2225, + "n_pred": 2494, + "n_ref": 3104 + }, + "13": { + "Dice": 0.7709185094832585, + "FN": 11400, + "FP": 19025, + "IoU": 0.6272314044523947, + "TN": 111064996, + "TP": 51194, + "n_pred": 70219, + "n_ref": 62594 + }, + "14": { + "Dice": 0.8914919091054964, + "FN": 5003, + "FP": 3788, + "IoU": 0.8042267949403171, + "TN": 111101711, + "TP": 36113, + "n_pred": 39901, + "n_ref": 41116 + }, + "15": { + "Dice": 0.8100228451245604, + "FN": 3026, + "FP": 7452, + "IoU": 0.6807045343734763, + "TN": 111113799, + "TP": 22338, + "n_pred": 29790, + "n_ref": 25364 + }, + "2": { + "Dice": 0.8806881560076849, + "FN": 9429, + "FP": 30254, + "IoU": 0.7868121477804461, + "TN": 110960474, + "TP": 146458, + "n_pred": 176712, + "n_ref": 155887 + }, + "3": { + "Dice": 0.8823657405518611, + "FN": 49912, + "FP": 1988, + "IoU": 0.7894941776279766, + "TN": 110900066, + "TP": 194649, + "n_pred": 196637, + "n_ref": 244561 + }, + "4": { + "Dice": 0.9128659131030485, + "FN": 1515, + "FP": 1792, + "IoU": 0.8396994667959282, + "TN": 111125985, + "TP": 17323, + "n_pred": 19115, + "n_ref": 18838 + }, + "5": { + "Dice": 0.8279639175257731, + "FN": 912, + "FP": 690, + "IoU": 0.7064321055525014, + "TN": 111141158, + "TP": 3855, + "n_pred": 4545, + "n_ref": 4767 + }, + "6": { + "Dice": 0.9792094493122389, + "FN": 19449, + "FP": 47846, + "IoU": 0.9592657853782964, + "TN": 109494564, + "TP": 1584756, + "n_pred": 1632602, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.4043805897316929, + "FN": 277600, + "FP": 20224, + "IoU": 0.25343173135735125, + "TN": 110747691, + "TP": 101100, + "n_pred": 121324, + "n_ref": 378700 + }, + "8": { + "Dice": 0.9336643796671847, + "FN": 6656, + "FP": 3844, + "IoU": 0.8755820980413067, + "TN": 111062222, + "TP": 73893, + "n_pred": 77737, + "n_ref": 80549 + }, + "9": { + "Dice": 0.9067391186612027, + "FN": 5627, + "FP": 4705, + "IoU": 0.8293895209630278, + "TN": 111086056, + "TP": 50227, + "n_pred": 54932, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9660797229118283, + "FN": 9176, + "FP": 4378, + "IoU": 0.9343851207102711, + "TN": 96914456, + "TP": 193015, + "n_pred": 197393, + "n_ref": 202191 + }, + "10": { + "Dice": 0.8698757013611104, + "FN": 9597, + "FP": 9791, + "IoU": 0.769716837704295, + "TN": 97036833, + "TP": 64804, + "n_pred": 74595, + "n_ref": 74401 + }, + "11": { + "Dice": 0.6416167664670659, + "FN": 1769, + "FP": 625, + "IoU": 0.47233854970244654, + "TN": 97116488, + "TP": 2143, + "n_pred": 2768, + "n_ref": 3912 + }, + "12": { + "Dice": 0.6587530508098514, + "FN": 2314, + "FP": 762, + "IoU": 0.4911497105045492, + "TN": 97114980, + "TP": 2969, + "n_pred": 3731, + "n_ref": 5283 + }, + "13": { + "Dice": 0.8083585595253764, + "FN": 11449, + "FP": 7480, + "IoU": 0.678357207184245, + "TN": 97062174, + "TP": 39922, + "n_pred": 47402, + "n_ref": 51371 + }, + "14": { + "Dice": 0.9431274068531305, + "FN": 8527, + "FP": 6522, + "IoU": 0.8923756874468101, + "TN": 96981196, + "TP": 124780, + "n_pred": 131302, + "n_ref": 133307 + }, + "15": { + "Dice": 0.8709632342666344, + "FN": 9287, + "FP": 8258, + "IoU": 0.7714214990163764, + "TN": 97044268, + "TP": 59212, + "n_pred": 67470, + "n_ref": 68499 + }, + "2": { + "Dice": 0.9249193760267467, + "FN": 7216, + "FP": 18789, + "IoU": 0.8603255936363685, + "TN": 96934842, + "TP": 160178, + "n_pred": 178967, + "n_ref": 167394 + }, + "3": { + "Dice": 0.9327640090813234, + "FN": 23458, + "FP": 4854, + "IoU": 0.8739997685782696, + "TN": 96896327, + "TP": 196386, + "n_pred": 201240, + "n_ref": 219844 + }, + "4": { + "Dice": 0.8883071056600552, + "FN": 1625, + "FP": 2300, + "IoU": 0.7990580044028055, + "TN": 97101492, + "TP": 15608, + "n_pred": 17908, + "n_ref": 17233 + }, + "5": { + "Dice": 0.49650548326609467, + "FN": 8089, + "FP": 772, + "IoU": 0.33023431594860164, + "TN": 97107795, + "TP": 4369, + "n_pred": 5141, + "n_ref": 12458 + }, + "6": { + "Dice": 0.9796281322223143, + "FN": 32697, + "FP": 31976, + "IoU": 0.9600697188524914, + "TN": 95501377, + "TP": 1554975, + "n_pred": 1586951, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.9253684862866735, + "FN": 29619, + "FP": 18311, + "IoU": 0.8611030613546001, + "TN": 96775949, + "TP": 297146, + "n_pred": 315457, + "n_ref": 326765 + }, + "8": { + "Dice": 0.9329843852634955, + "FN": 9915, + "FP": 3042, + "IoU": 0.8743868153174987, + "TN": 97017875, + "TP": 90193, + "n_pred": 93235, + "n_ref": 100108 + }, + "9": { + "Dice": 0.9322982583415853, + "FN": 7416, + "FP": 5369, + "IoU": 0.8731822961096674, + "TN": 97020211, + "TP": 88029, + "n_pred": 93398, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9741830415715824, + "FN": 6314, + "FP": 3800, + "IoU": 0.9496655651550743, + "TN": 78855469, + "TP": 190822, + "n_pred": 194622, + "n_ref": 197136 + }, + "10": { + "Dice": 0.8376618417502075, + "FN": 10749, + "FP": 21136, + "IoU": 0.7206696569366086, + "TN": 78942257, + "TP": 82263, + "n_pred": 103399, + "n_ref": 93012 + }, + "11": { + "Dice": 0.4767720828789531, + "FN": 1916, + "FP": 483, + "IoU": 0.3130011454753723, + "TN": 79052913, + "TP": 1093, + "n_pred": 1576, + "n_ref": 3009 + }, + "12": { + "Dice": 0.5584002990095309, + "FN": 1510, + "FP": 853, + "IoU": 0.3873476795436868, + "TN": 79052548, + "TP": 1494, + "n_pred": 2347, + "n_ref": 3004 + }, + "13": { + "Dice": 0.6986503460543065, + "FN": 24037, + "FP": 11710, + "IoU": 0.5368659713674937, + "TN": 78979220, + "TP": 41438, + "n_pred": 53148, + "n_ref": 65475 + }, + "14": { + "Dice": 0.6759643201542912, + "FN": 9839, + "FP": 17043, + "IoU": 0.5105333114837676, + "TN": 79001484, + "TP": 28039, + "n_pred": 45082, + "n_ref": 37878 + }, + "15": { + "Dice": 0.6458670786712851, + "FN": 12614, + "FP": 15808, + "IoU": 0.47695988222304014, + "TN": 79002065, + "TP": 25918, + "n_pred": 41726, + "n_ref": 38532 + }, + "2": { + "Dice": 0.9261681479474908, + "FN": 5048, + "FP": 12123, + "IoU": 0.86248898854809, + "TN": 78931535, + "TP": 107699, + "n_pred": 119822, + "n_ref": 112747 + }, + "3": { + "Dice": 0.9414005668200052, + "FN": 9439, + "FP": 4497, + "IoU": 0.8892887501290943, + "TN": 78930528, + "TP": 111941, + "n_pred": 116438, + "n_ref": 121380 + }, + "4": { + "Dice": 0.7568141592920354, + "FN": 3137, + "FP": 298, + "IoU": 0.6087699316628702, + "TN": 79047625, + "TP": 5345, + "n_pred": 5643, + "n_ref": 8482 + }, + "5": { + "Dice": 0.8154661255777251, + "FN": 1341, + "FP": 296, + "IoU": 0.6884278644842026, + "TN": 79051151, + "TP": 3617, + "n_pred": 3913, + "n_ref": 4958 + }, + "6": { + "Dice": 0.9749355125546444, + "FN": 34739, + "FP": 31277, + "IoU": 0.9510967597603137, + "TN": 77706474, + "TP": 1283915, + "n_pred": 1315192, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.9173355274957851, + "FN": 64805, + "FP": 8937, + "IoU": 0.8472943841723908, + "TN": 78573502, + "TP": 409161, + "n_pred": 418098, + "n_ref": 473966 + }, + "8": { + "Dice": 0.9312081055200321, + "FN": 1381, + "FP": 3073, + "IoU": 0.871271676300578, + "TN": 79021805, + "TP": 30146, + "n_pred": 33219, + "n_ref": 31527 + }, + "9": { + "Dice": 0.9273172258743846, + "FN": 6121, + "FP": 4095, + "IoU": 0.8644841217202133, + "TN": 78981019, + "TP": 65170, + "n_pred": 69265, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9283614528617004, + "FN": 7462, + "FP": 27411, + "IoU": 0.8663009139982825, + "TN": 122451108, + "TP": 225959, + "n_pred": 253370, + "n_ref": 233421 + }, + "10": { + "Dice": 0.8245483903065609, + "FN": 19243, + "FP": 19549, + "IoU": 0.7014737004117126, + "TN": 122581995, + "TP": 91153, + "n_pred": 110702, + "n_ref": 110396 + }, + "11": { + "Dice": 0.3507160226965685, + "FN": 2884, + "FP": 1922, + "IoU": 0.21264744429882046, + "TN": 122705836, + "TP": 1298, + "n_pred": 3220, + "n_ref": 4182 + }, + "12": { + "Dice": 0.29748335402324794, + "FN": 4972, + "FP": 1253, + "IoU": 0.1747315391753944, + "TN": 122704397, + "TP": 1318, + "n_pred": 2571, + "n_ref": 6290 + }, + "13": { + "Dice": 0.43723691423016064, + "FN": 32662, + "FP": 21751, + "IoU": 0.27978451641937235, + "TN": 122636389, + "TP": 21138, + "n_pred": 42889, + "n_ref": 53800 + }, + "14": { + "Dice": 0.8380978116378502, + "FN": 11548, + "FP": 25599, + "IoU": 0.7213152880099629, + "TN": 122578646, + "TP": 96147, + "n_pred": 121746, + "n_ref": 107695 + }, + "15": { + "Dice": 0.9085907913095476, + "FN": 5505, + "FP": 3667, + "IoU": 0.832493242749653, + "TN": 122657184, + "TP": 45584, + "n_pred": 49251, + "n_ref": 51089 + }, + "2": { + "Dice": 0.692765232055136, + "FN": 61352, + "FP": 5694, + "IoU": 0.5299470676902583, + "TN": 122569305, + "TP": 75589, + "n_pred": 81283, + "n_ref": 136941 + }, + "3": { + "Dice": 0.801371182503258, + "FN": 4446, + "FP": 65666, + "IoU": 0.6685732653890879, + "TN": 122500394, + "TP": 141434, + "n_pred": 207100, + "n_ref": 145880 + }, + "4": { + "Dice": 0.8292960342084614, + "FN": 7875, + "FP": 15838, + "IoU": 0.7083738147651667, + "TN": 122630627, + "TP": 57600, + "n_pred": 73438, + "n_ref": 65475 + }, + "5": { + "Dice": 0.3815850170679952, + "FN": 13073, + "FP": 333, + "IoU": 0.2357769923611903, + "TN": 122694398, + "TP": 4136, + "n_pred": 4469, + "n_ref": 17209 + }, + "6": { + "Dice": 0.977279784595348, + "FN": 41219, + "FP": 36412, + "IoU": 0.9555690499465439, + "TN": 120964712, + "TP": 1669597, + "n_pred": 1706009, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.7820814431859905, + "FN": 77375, + "FP": 195050, + "IoU": 0.6421459290610214, + "TN": 121950666, + "TP": 488849, + "n_pred": 683899, + "n_ref": 566224 + }, + "8": { + "Dice": 0.8978566232415279, + "FN": 8707, + "FP": 20358, + "IoU": 0.8146459364318147, + "TN": 122555132, + "TP": 127743, + "n_pred": 148101, + "n_ref": 136450 + }, + "9": { + "Dice": 0.881771666345905, + "FN": 8312, + "FP": 9503, + "IoU": 0.7885434841956581, + "TN": 122627691, + "TP": 66434, + "n_pred": 75937, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/loop_003/summary_cross_val.json b/nnActive_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/loop_003/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..bb1f7a54848236bbdf0180d1336ff574ff457803 --- /dev/null +++ b/nnActive_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/loop_003/summary_cross_val.json @@ -0,0 +1,24396 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": 0.5042694291630545, + "FN": 2450.4377777777777, + "FP": 3466.233333333333, + "IoU": 0.42528909562586303, + "TN": 1524779.7577777775, + "TP": 11345.17111111111, + "n_pred": 14811.404444444446, + "n_ref": 13795.608888888888 + }, + "mean": { + "1": { + "Dice": 0.6161499415653053, + "FN": 4085.4333333333334, + "FP": 3170.0333333333333, + "IoU": 0.5395387113442567, + "TN": 1519595.8333333333, + "TP": 15190.3, + "n_pred": 18360.333333333332, + "n_ref": 19275.733333333334 + }, + "10": { + "Dice": 0.4339848425133239, + "FN": 2856.266666666667, + "FP": 2192.5666666666666, + "IoU": 0.3338168117733694, + "TN": 1533626.2666666666, + "TP": 3366.5, + "n_pred": 5559.066666666667, + "n_ref": 6222.766666666666 + }, + "11": { + "Dice": 0.26680042546007093, + "FN": 126.66666666666667, + "FP": 59.766666666666666, + "IoU": 0.19032959685775513, + "TN": 1541693.3666666667, + "TP": 161.8, + "n_pred": 221.56666666666666, + "n_ref": 288.46666666666664 + }, + "12": { + "Dice": 0.2666168136478207, + "FN": 267.53333333333336, + "FP": 56.0, + "IoU": 0.1836271567132129, + "TN": 1541522.3333333333, + "TP": 195.73333333333332, + "n_pred": 251.73333333333332, + "n_ref": 463.26666666666665 + }, + "13": { + "Dice": 0.4125618608062451, + "FN": 2355.0666666666666, + "FP": 1587.2333333333333, + "IoU": 0.3151875331397917, + "TN": 1534968.0, + "TP": 3131.3, + "n_pred": 4718.533333333334, + "n_ref": 5486.366666666667 + }, + "14": { + "Dice": 0.5465921592533723, + "FN": 867.2, + "FP": 2771.3333333333335, + "IoU": 0.4878480720554766, + "TN": 1528790.9, + "TP": 9612.166666666666, + "n_pred": 12383.5, + "n_ref": 10479.366666666667 + }, + "15": { + "Dice": 0.37431339754089904, + "FN": 899.3666666666667, + "FP": 3893.0333333333333, + "IoU": 0.311529953156043, + "TN": 1534303.1333333333, + "TP": 2946.0666666666666, + "n_pred": 6839.1, + "n_ref": 3845.4333333333334 + }, + "2": { + "Dice": 0.5505278711896908, + "FN": 1223.7, + "FP": 2206.7, + "IoU": 0.4947861207991891, + "TN": 1525152.4333333333, + "TP": 13458.766666666666, + "n_pred": 15665.466666666667, + "n_ref": 14682.466666666667 + }, + "3": { + "Dice": 0.6523644445029575, + "FN": 3590.4333333333334, + "FP": 2549.0333333333333, + "IoU": 0.5941739081818053, + "TN": 1519608.0333333334, + "TP": 16294.1, + "n_pred": 18843.133333333335, + "n_ref": 19884.533333333333 + }, + "4": { + "Dice": 0.3302674092938632, + "FN": 2973.0333333333333, + "FP": 1607.1666666666667, + "IoU": 0.2565728719514345, + "TN": 1533931.5666666667, + "TP": 3529.8333333333335, + "n_pred": 5137.0, + "n_ref": 6502.866666666667 + }, + "5": { + "Dice": 0.4273048437663736, + "FN": 821.8333333333334, + "FP": 257.3, + "IoU": 0.31925323375520215, + "TN": 1540149.5333333334, + "TP": 812.9333333333333, + "n_pred": 1070.2333333333333, + "n_ref": 1634.7666666666667 + }, + "6": { + "Dice": 0.7810434779108476, + "FN": 7355.733333333334, + "FP": 19527.466666666667, + "IoU": 0.707125982230165, + "TN": 1450111.9, + "TP": 65046.5, + "n_pred": 84573.96666666666, + "n_ref": 72402.23333333334 + }, + "7": { + "Dice": 0.5512888076323659, + "FN": 7468.166666666667, + "FP": 10851.2, + "IoU": 0.4497480167008125, + "TN": 1497263.4666666666, + "TP": 26458.766666666666, + "n_pred": 37309.96666666667, + "n_ref": 33926.933333333334 + }, + "8": { + "Dice": 0.7341803068721675, + "FN": 727.3, + "FP": 767.1333333333333, + "IoU": 0.6854000819976203, + "TN": 1533804.6, + "TP": 6742.566666666667, + "n_pred": 7509.7, + "n_ref": 7469.866666666667 + }, + "9": { + "Dice": 0.620044835490514, + "FN": 1138.8333333333333, + "FP": 497.53333333333336, + "IoU": 0.5103983837318112, + "TN": 1537175.0, + "TP": 3230.233333333333, + "n_pred": 3727.766666666667, + "n_ref": 4369.066666666667 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9488385316101825, + "FN": 1264, + "FP": 3055, + "IoU": 0.9026572607000383, + "TN": 1182255, + "TP": 40050, + "n_pred": 43105, + "n_ref": 41314 + }, + "10": { + "Dice": 0.7209797245008512, + "FN": 6103, + "FP": 8319, + "IoU": 0.5636968688549387, + "TN": 1193569, + "TP": 18633, + "n_pred": 26952, + "n_ref": 24736 + }, + "11": { + "Dice": 0.0, + "FN": 82, + "FP": 4, + "IoU": 0.0, + "TN": 1226538, + "TP": 0, + "n_pred": 4, + "n_ref": 82 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.42353770260747003, + "FN": 2308, + "FP": 964, + "IoU": 0.26866338846669646, + "TN": 1222150, + "TP": 1202, + "n_pred": 2166, + "n_ref": 3510 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8683649422062619, + "FN": 1333, + "FP": 1013, + "IoU": 0.7673542245140818, + "TN": 1216540, + "TP": 7738, + "n_pred": 8751, + "n_ref": 9071 + }, + "3": { + "Dice": 0.948610629045101, + "FN": 3365, + "FP": 1669, + "IoU": 0.9022448345502563, + "TN": 1175128, + "TP": 46462, + "n_pred": 48131, + "n_ref": 49827 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9199775375544013, + "FN": 451, + "FP": 689, + "IoU": 0.8518133367996881, + "TN": 1218931, + "TP": 6553, + "n_pred": 7242, + "n_ref": 7004 + }, + "7": { + "Dice": 0.9114553380947964, + "FN": 8725, + "FP": 821, + "IoU": 0.8373155185929991, + "TN": 1167946, + "TP": 49132, + "n_pred": 49953, + "n_ref": 57857 + }, + "8": { + "Dice": 0.9076148237239721, + "FN": 622, + "FP": 607, + "IoU": 0.8308560418387008, + "TN": 1219358, + "TP": 6037, + "n_pred": 6644, + "n_ref": 6659 + }, + "9": { + "Dice": 0.9575316518791746, + "FN": 425, + "FP": 427, + "IoU": 0.9185234770966817, + "TN": 1216167, + "TP": 9605, + "n_pred": 10032, + "n_ref": 10030 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0011.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0011.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3578621223857475, + "FN": 258, + "FP": 571, + "IoU": 0.2179245283018868, + "TN": 1751260, + "TP": 231, + "n_pred": 802, + "n_ref": 489 + }, + "10": { + "Dice": 0.250272034820457, + "FN": 78, + "FP": 611, + "IoU": 0.14303482587064675, + "TN": 1751516, + "TP": 115, + "n_pred": 726, + "n_ref": 193 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9039700374531835, + "FN": 617, + "FP": 665, + "IoU": 0.8247676325861126, + "TN": 1745004, + "TP": 6034, + "n_pred": 6699, + "n_ref": 6651 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 441, + "IoU": 0.0, + "TN": 1751879, + "TP": 0, + "n_pred": 441, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9310334459222435, + "FN": 1160, + "FP": 5721, + "IoU": 0.8709659272038555, + "TN": 1698993, + "TP": 46446, + "n_pred": 52167, + "n_ref": 47606 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1310, + "IoU": 0.0, + "TN": 1751010, + "TP": 0, + "n_pred": 1310, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 242, + "IoU": 0.0, + "TN": 1752078, + "TP": 0, + "n_pred": 242, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 273, + "FP": 0, + "IoU": 0.0, + "TN": 1752047, + "TP": 0, + "n_pred": 0, + "n_ref": 273 + }, + "6": { + "Dice": 0.9137113307426333, + "FN": 2669, + "FP": 8611, + "IoU": 0.8411312357398383, + "TN": 1681318, + "TP": 59722, + "n_pred": 68333, + "n_ref": 62391 + }, + "7": { + "Dice": 0.9627720852746975, + "FN": 14125, + "FP": 1160, + "IoU": 0.9282165198279263, + "TN": 1539388, + "TP": 197647, + "n_pred": 198807, + "n_ref": 211772 + }, + "8": { + "Dice": 0.0, + "FN": 3490, + "FP": 0, + "IoU": 0.0, + "TN": 1748830, + "TP": 0, + "n_pred": 0, + "n_ref": 3490 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 402, + "IoU": 0.0, + "TN": 1751918, + "TP": 0, + "n_pred": 402, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0015.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0015.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.5349155636695573, + "FN": 758, + "FP": 261, + "IoU": 0.36510903426791275, + "TN": 1049787, + "TP": 586, + "n_pred": 847, + "n_ref": 1344 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.6936416184971098, + "FN": 1185, + "FP": 352, + "IoU": 0.5309734513274337, + "TN": 1048115, + "TP": 1740, + "n_pred": 2092, + "n_ref": 2925 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 18742, + "IoU": 0.0, + "TN": 1032650, + "TP": 0, + "n_pred": 18742, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.14959349593495935, + "FN": 523, + "FP": 0, + "IoU": 0.08084358523725835, + "TN": 1050823, + "TP": 46, + "n_pred": 46, + "n_ref": 569 + }, + "6": { + "Dice": 0.9137107022487431, + "FN": 6321, + "FP": 6173, + "IoU": 0.8411301705174015, + "TN": 972749, + "TP": 66149, + "n_pred": 72322, + "n_ref": 72470 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.865589012899906, + "FN": 4526, + "FP": 3049, + "IoU": 0.7630294688106113, + "TN": 1019426, + "TP": 24391, + "n_pred": 27440, + "n_ref": 28917 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0025.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0025.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7827119986423036, + "FN": 2308, + "FP": 1533, + "IoU": 0.6429965610186821, + "TN": 1040633, + "TP": 6918, + "n_pred": 8451, + "n_ref": 9226 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.616295460952918, + "FN": 1261, + "FP": 100, + "IoU": 0.4453952730236349, + "TN": 1048938, + "TP": 1093, + "n_pred": 1193, + "n_ref": 2354 + }, + "13": { + "Dice": 0.6379161092311324, + "FN": 4093, + "FP": 508, + "IoU": 0.46833834065172175, + "TN": 1042738, + "TP": 4053, + "n_pred": 4561, + "n_ref": 8146 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 63, + "IoU": 0.0, + "TN": 1051329, + "TP": 0, + "n_pred": 63, + "n_ref": 0 + }, + "3": { + "Dice": 0.8992617289830912, + "FN": 480, + "FP": 366, + "IoU": 0.8169623539593249, + "TN": 1046770, + "TP": 3776, + "n_pred": 4142, + "n_ref": 4256 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0032768978700163844, + "FN": 55, + "FP": 1770, + "IoU": 0.0016411378555798686, + "TN": 1049564, + "TP": 3, + "n_pred": 1773, + "n_ref": 58 + }, + "6": { + "Dice": 0.9802910602910603, + "FN": 3816, + "FP": 213, + "IoU": 0.9613439895612461, + "TN": 947165, + "TP": 100198, + "n_pred": 100411, + "n_ref": 104014 + }, + "7": { + "Dice": 0.4097278727059036, + "FN": 6358, + "FP": 171, + "IoU": 0.25764638999431494, + "TN": 1042597, + "TP": 2266, + "n_pred": 2437, + "n_ref": 8624 + }, + "8": { + "Dice": 0.6785868650333265, + "FN": 4518, + "FP": 9611, + "IoU": 0.5135311940504063, + "TN": 1022348, + "TP": 14915, + "n_pred": 24526, + "n_ref": 19433 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0027.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0027.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9594196414304432, + "FN": 1529, + "FP": 4820, + "IoU": 0.92200437335692, + "TN": 969990, + "TP": 75053, + "n_pred": 79873, + "n_ref": 76582 + }, + "15": { + "Dice": 0.8770393015667715, + "FN": 2075, + "FP": 6291, + "IoU": 0.781006230040312, + "TN": 1013190, + "TP": 29836, + "n_pred": 36127, + "n_ref": 31911 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0038.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0038.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6678733031674208, + "FN": 59, + "FP": 308, + "IoU": 0.501358695652174, + "TN": 1576352, + "TP": 369, + "n_pred": 677, + "n_ref": 428 + }, + "10": { + "Dice": 0.606484972530432, + "FN": 2191, + "FP": 1462, + "IoU": 0.4352195423623995, + "TN": 1570620, + "TP": 2815, + "n_pred": 4277, + "n_ref": 5006 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.225377107364685, + "FN": 722, + "FP": 151, + "IoU": 0.127, + "TN": 1576088, + "TP": 127, + "n_pred": 278, + "n_ref": 849 + }, + "14": { + "Dice": 0.947445889535024, + "FN": 3804, + "FP": 552, + "IoU": 0.9001398409023177, + "TN": 1533467, + "TP": 39265, + "n_pred": 39817, + "n_ref": 43069 + }, + "15": { + "Dice": 0.6737171371117897, + "FN": 4202, + "FP": 179, + "IoU": 0.507973944294699, + "TN": 1568184, + "TP": 4523, + "n_pred": 4702, + "n_ref": 8725 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9579906645921316, + "FN": 96, + "FP": 93, + "IoU": 0.9193686006825939, + "TN": 1574744, + "TP": 2155, + "n_pred": 2248, + "n_ref": 2251 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7738774055595153, + "FN": 2398, + "FP": 140, + "IoU": 0.6311582618805406, + "TN": 1570207, + "TP": 4343, + "n_pred": 4483, + "n_ref": 6741 + }, + "7": { + "Dice": 0.8905426218825899, + "FN": 25650, + "FP": 3914, + "IoU": 0.8026830407795501, + "TN": 1427258, + "TP": 120266, + "n_pred": 124180, + "n_ref": 145916 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0042.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0042.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8617629007129031, + "FN": 1433, + "FP": 4423, + "IoU": 0.7571031564975735, + "TN": 1027283, + "TP": 18253, + "n_pred": 22676, + "n_ref": 19686 + }, + "15": { + "Dice": 0.8876516561220692, + "FN": 2232, + "FP": 5315, + "IoU": 0.7979979122614491, + "TN": 1014031, + "TP": 29814, + "n_pred": 35129, + "n_ref": 32046 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 2, + "FP": 0, + "IoU": 0.0, + "TN": 1051390, + "TP": 0, + "n_pred": 0, + "n_ref": 2 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9031885213232363, + "FN": 929, + "FP": 3929, + "IoU": 0.8234674225080854, + "TN": 1023873, + "TP": 22661, + "n_pred": 26590, + "n_ref": 23590 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0059.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0059.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9400310427543389, + "FN": 382, + "FP": 893, + "IoU": 0.8868477103301384, + "TN": 1215356, + "TP": 9993, + "n_pred": 10886, + "n_ref": 10375 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 2530, + "IoU": 0.0, + "TN": 1224094, + "TP": 0, + "n_pred": 2530, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.216, + "FN": 174, + "FP": 218, + "IoU": 0.1210762331838565, + "TN": 1226178, + "TP": 54, + "n_pred": 272, + "n_ref": 228 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 66, + "IoU": 0.0, + "TN": 1226558, + "TP": 0, + "n_pred": 66, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 171, + "FP": 34448, + "IoU": 0.0, + "TN": 1192005, + "TP": 0, + "n_pred": 34448, + "n_ref": 171 + }, + "15": { + "Dice": 0.039409883421025485, + "FN": 0, + "FP": 9311, + "IoU": 0.020101031361818563, + "TN": 1217122, + "TP": 191, + "n_pred": 9502, + "n_ref": 191 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9578213218199934, + "FN": 3233, + "FP": 1085, + "IoU": 0.9190567240280434, + "TN": 1173278, + "TP": 49028, + "n_pred": 50113, + "n_ref": 52261 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 1009, + "IoU": 0.0, + "TN": 1225615, + "TP": 0, + "n_pred": 1009, + "n_ref": 0 + }, + "7": { + "Dice": 0.77330740245533, + "FN": 4854, + "FP": 741, + "IoU": 0.630400317082838, + "TN": 1211486, + "TP": 9543, + "n_pred": 10284, + "n_ref": 14397 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0075.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0075.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9627776611187701, + "FN": 3539, + "FP": 538, + "IoU": 0.9282268854306035, + "TN": 1695516, + "TP": 52727, + "n_pred": 53265, + "n_ref": 56266 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9012426422498365, + "FN": 2567, + "FP": 302, + "IoU": 0.8202380952380952, + "TN": 1736360, + "TP": 13091, + "n_pred": 13393, + "n_ref": 15658 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 501, + "IoU": 0.0, + "TN": 1751819, + "TP": 0, + "n_pred": 501, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 13, + "IoU": 0.0, + "TN": 1752307, + "TP": 0, + "n_pred": 13, + "n_ref": 0 + }, + "3": { + "Dice": 0.9654845808841964, + "FN": 1447, + "FP": 1031, + "IoU": 0.9332722964239551, + "TN": 1715184, + "TP": 34658, + "n_pred": 35689, + "n_ref": 36105 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9445305732625547, + "FN": 8129, + "FP": 4358, + "IoU": 0.8948914571426166, + "TN": 1633519, + "TP": 106314, + "n_pred": 110672, + "n_ref": 114443 + }, + "7": { + "Dice": 0.861120103593396, + "FN": 5129, + "FP": 2164, + "IoU": 0.7561114269471291, + "TN": 1722417, + "TP": 22610, + "n_pred": 24774, + "n_ref": 27739 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0119.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0119.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 8, + "FP": 0, + "IoU": 0.0, + "TN": 1752312, + "TP": 0, + "n_pred": 0, + "n_ref": 8 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 15658, + "IoU": 0.0, + "TN": 1736662, + "TP": 0, + "n_pred": 15658, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 81, + "IoU": 0.0, + "TN": 1752239, + "TP": 0, + "n_pred": 81, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.935005701254276, + "FN": 44, + "FP": 184, + "IoU": 0.8779443254817987, + "TN": 1750452, + "TP": 1640, + "n_pred": 1824, + "n_ref": 1684 + }, + "7": { + "Dice": 0.7603418387518628, + "FN": 21477, + "FP": 17924, + "IoU": 0.6133479877923123, + "TN": 1650417, + "TP": 62502, + "n_pred": 80426, + "n_ref": 83979 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0131.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0131.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9777681580656133, + "FN": 789, + "FP": 2806, + "IoU": 0.9565033272837266, + "TN": 1143974, + "TP": 79055, + "n_pred": 81861, + "n_ref": 79844 + }, + "10": { + "Dice": 0.24321275475671203, + "FN": 10043, + "FP": 20, + "IoU": 0.1384417808219178, + "TN": 1214944, + "TP": 1617, + "n_pred": 1637, + "n_ref": 11660 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.14817880794701987, + "FN": 2058, + "FP": 0, + "IoU": 0.08001788109074653, + "TN": 1224387, + "TP": 179, + "n_pred": 179, + "n_ref": 2237 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9308608316528283, + "FN": 4376, + "FP": 1761, + "IoU": 0.8706638566912539, + "TN": 1179174, + "TP": 41313, + "n_pred": 43074, + "n_ref": 45689 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 17091, + "IoU": 0.0, + "TN": 1209533, + "TP": 0, + "n_pred": 17091, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9560253388332351, + "FN": 928, + "FP": 266, + "IoU": 0.9157553093910957, + "TN": 1212451, + "TP": 12979, + "n_pred": 13245, + "n_ref": 13907 + }, + "7": { + "Dice": 0.8777506112469438, + "FN": 5, + "FP": 795, + "IoU": 0.7821350762527233, + "TN": 1222952, + "TP": 2872, + "n_pred": 3667, + "n_ref": 2877 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0142.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0142.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.07450107628881024, + "FN": 50685, + "FP": 49, + "IoU": 0.038691829619524026, + "TN": 1874776, + "TP": 2042, + "n_pred": 2091, + "n_ref": 52727 + }, + "10": { + "Dice": 0.8863229145928728, + "FN": 1073, + "FP": 69, + "IoU": 0.7958526993207008, + "TN": 1921958, + "TP": 4452, + "n_pred": 4521, + "n_ref": 5525 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.937267865101768, + "FN": 1345, + "FP": 2033, + "IoU": 0.8819417747177857, + "TN": 1898939, + "TP": 25235, + "n_pred": 27268, + "n_ref": 26580 + }, + "14": { + "Dice": 0.9782761521706561, + "FN": 965, + "FP": 920, + "IoU": 0.957476087348854, + "TN": 1883224, + "TP": 42443, + "n_pred": 43363, + "n_ref": 43408 + }, + "15": { + "Dice": 0.7607142857142857, + "FN": 3, + "FP": 131, + "IoU": 0.6138328530259366, + "TN": 1927205, + "TP": 213, + "n_pred": 344, + "n_ref": 216 + }, + "2": { + "Dice": 0.8109534806994392, + "FN": 2234, + "FP": 4069, + "IoU": 0.6820199778024417, + "TN": 1907730, + "TP": 13519, + "n_pred": 17588, + "n_ref": 15753 + }, + "3": { + "Dice": 0.2883401616653748, + "FN": 4868, + "FP": 1559, + "IoU": 0.16845646267304956, + "TN": 1919823, + "TP": 1302, + "n_pred": 2861, + "n_ref": 6170 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1543, + "IoU": 0.0, + "TN": 1926009, + "TP": 0, + "n_pred": 1543, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 49625, + "IoU": 0.0, + "TN": 1877927, + "TP": 0, + "n_pred": 49625, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 116, + "IoU": 0.0, + "TN": 1927436, + "TP": 0, + "n_pred": 116, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 134, + "IoU": 0.0, + "TN": 1927418, + "TP": 0, + "n_pred": 134, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0147.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0147.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6509539842873177, + "FN": 3240, + "FP": 803, + "IoU": 0.4825291181364393, + "TN": 517883, + "TP": 3770, + "n_pred": 4573, + "n_ref": 7010 + }, + "6": { + "Dice": 0.8637230453278568, + "FN": 570, + "FP": 5933, + "IoU": 0.7601342628453396, + "TN": 498585, + "TP": 20608, + "n_pred": 26541, + "n_ref": 21178 + }, + "7": { + "Dice": 0.8455648926237161, + "FN": 1567, + "FP": 87, + "IoU": 0.7324490456163054, + "TN": 519514, + "TP": 4528, + "n_pred": 4615, + "n_ref": 6095 + }, + "8": { + "Dice": 0.9617712177121771, + "FN": 296, + "FP": 1258, + "IoU": 0.9263576912141029, + "TN": 504594, + "TP": 19548, + "n_pred": 20806, + "n_ref": 19844 + }, + "9": { + "Dice": 0.7987717645416798, + "FN": 5736, + "FP": 31, + "IoU": 0.6649625283216174, + "TN": 508483, + "TP": 11446, + "n_pred": 11477, + "n_ref": 17182 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0166.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0166.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4936404262633207, + "FN": 1265, + "FP": 208, + "IoU": 0.327704244637152, + "TN": 2451057, + "TP": 718, + "n_pred": 926, + "n_ref": 1983 + }, + "10": { + "Dice": 0.11910704381586246, + "FN": 12475, + "FP": 231, + "IoU": 0.06332473276815334, + "TN": 2439683, + "TP": 859, + "n_pred": 1090, + "n_ref": 13334 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 64, + "IoU": 0.0, + "TN": 2453184, + "TP": 0, + "n_pred": 64, + "n_ref": 0 + }, + "12": { + "Dice": 0.21830985915492956, + "FN": 148, + "FP": 74, + "IoU": 0.1225296442687747, + "TN": 2452995, + "TP": 31, + "n_pred": 105, + "n_ref": 179 + }, + "13": { + "Dice": 0.631981637337414, + "FN": 3861, + "FP": 6721, + "IoU": 0.46196868008948544, + "TN": 2433580, + "TP": 9086, + "n_pred": 15807, + "n_ref": 12947 + }, + "14": { + "Dice": 0.8775889537971322, + "FN": 1408, + "FP": 1358, + "IoU": 0.7818784007570381, + "TN": 2440567, + "TP": 9915, + "n_pred": 11273, + "n_ref": 11323 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 187, + "IoU": 0.0, + "TN": 2453061, + "TP": 0, + "n_pred": 187, + "n_ref": 0 + }, + "2": { + "Dice": 0.3536003320190911, + "FN": 261, + "FP": 5969, + "IoU": 0.21477186791025965, + "TN": 2445314, + "TP": 1704, + "n_pred": 7673, + "n_ref": 1965 + }, + "3": { + "Dice": 0.7524323440438231, + "FN": 9422, + "FP": 14802, + "IoU": 0.6031194704764401, + "TN": 2392212, + "TP": 36812, + "n_pred": 51614, + "n_ref": 46234 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 6138, + "IoU": 0.0, + "TN": 2447110, + "TP": 0, + "n_pred": 6138, + "n_ref": 0 + }, + "5": { + "Dice": 0.6723404255319149, + "FN": 3783, + "FP": 452, + "IoU": 0.5064102564102564, + "TN": 2444668, + "TP": 4345, + "n_pred": 4797, + "n_ref": 8128 + }, + "6": { + "Dice": 0.9167428893493486, + "FN": 49093, + "FP": 11620, + "IoU": 0.8462837495695854, + "TN": 2058280, + "TP": 334255, + "n_pred": 345875, + "n_ref": 383348 + }, + "7": { + "Dice": 0.21736842105263157, + "FN": 11876, + "FP": 20, + "IoU": 0.1219368172423974, + "TN": 2439700, + "TP": 1652, + "n_pred": 1672, + "n_ref": 13528 + }, + "8": { + "Dice": 0.908906385921085, + "FN": 7069, + "FP": 1099, + "IoU": 0.8330232843387779, + "TN": 2404331, + "TP": 40749, + "n_pred": 41848, + "n_ref": 47818 + }, + "9": { + "Dice": 0.7128354348528936, + "FN": 3465, + "FP": 976, + "IoU": 0.5538028735054757, + "TN": 2443295, + "TP": 5512, + "n_pred": 6488, + "n_ref": 8977 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0173.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0173.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9700595114365121, + "FN": 1517, + "FP": 2372, + "IoU": 0.9418597697712663, + "TN": 2736822, + "TP": 63001, + "n_pred": 65373, + "n_ref": 64518 + }, + "10": { + "Dice": 0.7117437722419929, + "FN": 124, + "FP": 281, + "IoU": 0.5524861878453039, + "TN": 2802807, + "TP": 500, + "n_pred": 781, + "n_ref": 624 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.35485460818137016, + "FN": 7069, + "FP": 2094, + "IoU": 0.21569802276812464, + "TN": 2792029, + "TP": 2520, + "n_pred": 4614, + "n_ref": 9589 + }, + "14": { + "Dice": 0.48316251830161056, + "FN": 823, + "FP": 1295, + "IoU": 0.3185328185328185, + "TN": 2800604, + "TP": 990, + "n_pred": 2285, + "n_ref": 1813 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9479692062649323, + "FN": 1222, + "FP": 1522, + "IoU": 0.9010850365884431, + "TN": 2775971, + "TP": 24997, + "n_pred": 26519, + "n_ref": 26219 + }, + "3": { + "Dice": 0.7437185929648241, + "FN": 24, + "FP": 27, + "IoU": 0.592, + "TN": 2803587, + "TP": 74, + "n_pred": 101, + "n_ref": 98 + }, + "4": { + "Dice": 0.7690970218724275, + "FN": 29557, + "FP": 456, + "IoU": 0.624823430878658, + "TN": 2723715, + "TP": 49984, + "n_pred": 50440, + "n_ref": 79541 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9155885690704633, + "FN": 1820, + "FP": 10453, + "IoU": 0.8443184412816805, + "TN": 2724878, + "TP": 66561, + "n_pred": 77014, + "n_ref": 68381 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 51886, + "IoU": 0.0, + "TN": 2751826, + "TP": 0, + "n_pred": 51886, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.6875, + "FN": 18, + "FP": 2, + "IoU": 0.5238095238095238, + "TN": 2803670, + "TP": 22, + "n_pred": 24, + "n_ref": 40 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0175.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0175.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9646142855059997, + "FN": 647, + "FP": 1780, + "IoU": 0.9316472808178669, + "TN": 1366349, + "TP": 33080, + "n_pred": 34860, + "n_ref": 33727 + }, + "10": { + "Dice": 0.7274266365688488, + "FN": 114, + "FP": 852, + "IoU": 0.5716186252771619, + "TN": 1399601, + "TP": 1289, + "n_pred": 2141, + "n_ref": 1403 + }, + "11": { + "Dice": 0.6392323306883189, + "FN": 1608, + "FP": 347, + "IoU": 0.4697586113371305, + "TN": 1398169, + "TP": 1732, + "n_pred": 2079, + "n_ref": 3340 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5847814079959213, + "FN": 3514, + "FP": 6259, + "IoU": 0.41320924647253077, + "TN": 1385201, + "TP": 6882, + "n_pred": 13141, + "n_ref": 10396 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9748573919994187, + "FN": 481, + "FP": 903, + "IoU": 0.9509480772638668, + "TN": 1373641, + "TP": 26831, + "n_pred": 27734, + "n_ref": 27312 + }, + "3": { + "Dice": 0.9637584509957228, + "FN": 2715, + "FP": 437, + "IoU": 0.9300519284541299, + "TN": 1356794, + "TP": 41910, + "n_pred": 42347, + "n_ref": 44625 + }, + "4": { + "Dice": 0.6818428184281843, + "FN": 875, + "FP": 8517, + "IoU": 0.5172697368421053, + "TN": 1382400, + "TP": 10064, + "n_pred": 18581, + "n_ref": 10939 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.948917322151332, + "FN": 5609, + "FP": 9107, + "IoU": 0.9027998863929088, + "TN": 1250457, + "TP": 136683, + "n_pred": 145790, + "n_ref": 142292 + }, + "7": { + "Dice": 0.4116101428887003, + "FN": 24603, + "FP": 76613, + "IoU": 0.25913672329617404, + "TN": 1265237, + "TP": 35403, + "n_pred": 112016, + "n_ref": 60006 + }, + "8": { + "Dice": 0.946067415730337, + "FN": 4, + "FP": 44, + "IoU": 0.8976545842217484, + "TN": 1401387, + "TP": 421, + "n_pred": 465, + "n_ref": 425 + }, + "9": { + "Dice": 0.8763728109231226, + "FN": 210, + "FP": 1456, + "IoU": 0.7799498084797253, + "TN": 1394285, + "TP": 5905, + "n_pred": 7361, + "n_ref": 6115 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0184.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0184.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.2551289215294963, + "FN": 4689, + "FP": 4642, + "IoU": 0.14621648824229116, + "TN": 1040463, + "TP": 1598, + "n_pred": 6240, + "n_ref": 6287 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6619214186935655, + "FN": 3564, + "FP": 4748, + "IoU": 0.494680527691653, + "TN": 1034943, + "TP": 8137, + "n_pred": 12885, + "n_ref": 11701 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 645, + "IoU": 0.0, + "TN": 1050747, + "TP": 0, + "n_pred": 645, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.4698983093143677, + "FN": 7825, + "FP": 672, + "IoU": 0.3071026665579385, + "TN": 1039129, + "TP": 3766, + "n_pred": 4438, + "n_ref": 11591 + }, + "6": { + "Dice": 0.9018533020099191, + "FN": 1201, + "FP": 1055, + "IoU": 0.8212502971238412, + "TN": 1038771, + "TP": 10365, + "n_pred": 11420, + "n_ref": 11566 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 544, + "IoU": 0.0, + "TN": 1050848, + "TP": 0, + "n_pred": 544, + "n_ref": 0 + }, + "8": { + "Dice": 0.9605388673662079, + "FN": 1239, + "FP": 788, + "IoU": 0.9240738659774507, + "TN": 1024695, + "TP": 24670, + "n_pred": 25458, + "n_ref": 25909 + }, + "9": { + "Dice": 0.651164979995293, + "FN": 6713, + "FP": 698, + "IoU": 0.4827610273590173, + "TN": 1037064, + "TP": 6917, + "n_pred": 7615, + "n_ref": 13630 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0192.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6488294314381271, + "FN": 616, + "FP": 14, + "IoU": 0.4801980198019802, + "TN": 1575876, + "TP": 582, + "n_pred": 596, + "n_ref": 1198 + }, + "10": { + "Dice": 0.6832937769017258, + "FN": 6988, + "FP": 8758, + "IoU": 0.518941708419895, + "TN": 1544356, + "TP": 16986, + "n_pred": 25744, + "n_ref": 23974 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6136203246294989, + "FN": 2024, + "FP": 166, + "IoU": 0.4426062611351489, + "TN": 1573159, + "TP": 1739, + "n_pred": 1905, + "n_ref": 3763 + }, + "13": { + "Dice": 0.08471528471528472, + "FN": 4529, + "FP": 52, + "IoU": 0.04423117045691634, + "TN": 1572295, + "TP": 212, + "n_pred": 264, + "n_ref": 4741 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9592313948759659, + "FN": 536, + "FP": 266, + "IoU": 0.9216567353716909, + "TN": 1566851, + "TP": 9435, + "n_pred": 9701, + "n_ref": 9971 + }, + "4": { + "Dice": 0.6383467278989667, + "FN": 167, + "FP": 148, + "IoU": 0.4688026981450253, + "TN": 1576495, + "TP": 278, + "n_pred": 426, + "n_ref": 445 + }, + "5": { + "Dice": 0.6837188612099644, + "FN": 1884, + "FP": 960, + "IoU": 0.5194322406218317, + "TN": 1571170, + "TP": 3074, + "n_pred": 4034, + "n_ref": 4958 + }, + "6": { + "Dice": 0.7171236250205221, + "FN": 49761, + "FP": 1929, + "IoU": 0.5589966726388533, + "TN": 1459878, + "TP": 65520, + "n_pred": 67449, + "n_ref": 115281 + }, + "7": { + "Dice": 0.6441925241572196, + "FN": 9362, + "FP": 52720, + "IoU": 0.47513569266667793, + "TN": 1458806, + "TP": 56200, + "n_pred": 108920, + "n_ref": 65562 + }, + "8": { + "Dice": 0.9604065273403951, + "FN": 1757, + "FP": 1009, + "IoU": 0.9238289317875141, + "TN": 1540775, + "TP": 33547, + "n_pred": 34556, + "n_ref": 35304 + }, + "9": { + "Dice": 0.5166340508806262, + "FN": 107, + "FP": 634, + "IoU": 0.3482849604221636, + "TN": 1575951, + "TP": 396, + "n_pred": 1030, + "n_ref": 503 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0193.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0193.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9636931954796826, + "FN": 264, + "FP": 38, + "IoU": 0.9299303944315546, + "TN": 1748010, + "TP": 4008, + "n_pred": 4046, + "n_ref": 4272 + }, + "10": { + "Dice": 0.8837209302325582, + "FN": 55, + "FP": 110, + "IoU": 0.7916666666666666, + "TN": 1751528, + "TP": 627, + "n_pred": 737, + "n_ref": 682 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.720173535791757, + "FN": 245, + "FP": 13, + "IoU": 0.5627118644067797, + "TN": 1751730, + "TP": 332, + "n_pred": 345, + "n_ref": 577 + }, + "14": { + "Dice": 0.9602139859691835, + "FN": 3615, + "FP": 1353, + "IoU": 0.92347268862257, + "TN": 1687402, + "TP": 59950, + "n_pred": 61303, + "n_ref": 63565 + }, + "15": { + "Dice": 0.8305374871619309, + "FN": 432, + "FP": 63, + "IoU": 0.7101873536299765, + "TN": 1750612, + "TP": 1213, + "n_pred": 1276, + "n_ref": 1645 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 1752315, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "3": { + "Dice": 0.9553179142833458, + "FN": 406, + "FP": 133, + "IoU": 0.9144580225361054, + "TN": 1746019, + "TP": 5762, + "n_pred": 5895, + "n_ref": 6168 + }, + "4": { + "Dice": 0.9382012466607302, + "FN": 106, + "FP": 241, + "IoU": 0.8835961086883596, + "TN": 1749339, + "TP": 2634, + "n_pred": 2875, + "n_ref": 2740 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9494378644862622, + "FN": 645, + "FP": 196, + "IoU": 0.9037427034451184, + "TN": 1743583, + "TP": 7896, + "n_pred": 8092, + "n_ref": 8541 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 9252, + "IoU": 0.0, + "TN": 1743068, + "TP": 0, + "n_pred": 9252, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0195.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0195.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9749241539634552, + "FN": 2439, + "FP": 2264, + "IoU": 0.951075140179138, + "TN": 955265, + "TP": 91424, + "n_pred": 93688, + "n_ref": 93863 + }, + "10": { + "Dice": 0.03369652945924132, + "FN": 9527, + "FP": 51, + "IoU": 0.017136993329912777, + "TN": 1041647, + "TP": 167, + "n_pred": 218, + "n_ref": 9694 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 1051391, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 19, + "IoU": 0.0, + "TN": 1051373, + "TP": 0, + "n_pred": 19, + "n_ref": 0 + }, + "13": { + "Dice": 0.49677714884010077, + "FN": 21193, + "FP": 9567, + "IoU": 0.33047471867313843, + "TN": 1005449, + "TP": 15183, + "n_pred": 24750, + "n_ref": 36376 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 53, + "IoU": 0.0, + "TN": 1051339, + "TP": 0, + "n_pred": 53, + "n_ref": 0 + }, + "15": { + "Dice": 0.7877070089484552, + "FN": 10168, + "FP": 318, + "IoU": 0.6497661990647963, + "TN": 1021452, + "TP": 19454, + "n_pred": 19772, + "n_ref": 29622 + }, + "2": { + "Dice": 0.089110453341642, + "FN": 48, + "FP": 5799, + "IoU": 0.046632969183107775, + "TN": 1045259, + "TP": 286, + "n_pred": 6085, + "n_ref": 334 + }, + "3": { + "Dice": 0.18181818181818182, + "FN": 45, + "FP": 90, + "IoU": 0.1, + "TN": 1051242, + "TP": 15, + "n_pred": 105, + "n_ref": 60 + }, + "4": { + "Dice": 0.12009369011285399, + "FN": 1757, + "FP": 10640, + "IoU": 0.06388280601072265, + "TN": 1038149, + "TP": 846, + "n_pred": 11486, + "n_ref": 2603 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9050734774303205, + "FN": 4788, + "FP": 14145, + "IoU": 0.8266065884550925, + "TN": 942201, + "TP": 90258, + "n_pred": 104403, + "n_ref": 95046 + }, + "7": { + "Dice": 0.7550046971120337, + "FN": 38967, + "FP": 1456, + "IoU": 0.6064317635260785, + "TN": 948683, + "TP": 62286, + "n_pred": 63742, + "n_ref": 101253 + }, + "8": { + "Dice": 0.9513484693650864, + "FN": 219, + "FP": 876, + "IoU": 0.9072112532836201, + "TN": 1039591, + "TP": 10706, + "n_pred": 11582, + "n_ref": 10925 + }, + "9": { + "Dice": 0.8263539921831379, + "FN": 892, + "FP": 974, + "IoU": 0.7040913415794482, + "TN": 1045086, + "TP": 4440, + "n_pred": 5414, + "n_ref": 5332 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0212.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0212.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 554, + "IoU": 0.0, + "TN": 1050838, + "TP": 0, + "n_pred": 554, + "n_ref": 0 + }, + "10": { + "Dice": 0.38897721250662426, + "FN": 1833, + "FP": 1626, + "IoU": 0.24144736842105263, + "TN": 1046832, + "TP": 1101, + "n_pred": 2727, + "n_ref": 2934 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.17762948840165238, + "FN": 4389, + "FP": 787, + "IoU": 0.09747166521360069, + "TN": 1045657, + "TP": 559, + "n_pred": 1346, + "n_ref": 4948 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9682157655757636, + "FN": 821, + "FP": 460, + "IoU": 0.9383897652943439, + "TN": 1030600, + "TP": 19511, + "n_pred": 19971, + "n_ref": 20332 + }, + "4": { + "Dice": 0.7416686442689087, + "FN": 3647, + "FP": 11593, + "IoU": 0.5894064714281866, + "TN": 1014275, + "TP": 21877, + "n_pred": 33470, + "n_ref": 25524 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8890532935239253, + "FN": 17404, + "FP": 3591, + "IoU": 0.8002663749227037, + "TN": 946277, + "TP": 84120, + "n_pred": 87711, + "n_ref": 101524 + }, + "7": { + "Dice": 0.4988962472406181, + "FN": 5, + "FP": 222, + "IoU": 0.3323529411764706, + "TN": 1051052, + "TP": 113, + "n_pred": 335, + "n_ref": 118 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0224.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0224.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2781, + "IoU": 0.0, + "TN": 2100003, + "TP": 0, + "n_pred": 2781, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 3090, + "IoU": 0.0, + "TN": 2099694, + "TP": 0, + "n_pred": 3090, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1226, + "IoU": 0.0, + "TN": 2101558, + "TP": 0, + "n_pred": 1226, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7619885449032306, + "FN": 8146, + "FP": 4570, + "IoU": 0.6154939372864443, + "TN": 2069713, + "TP": 20355, + "n_pred": 24925, + "n_ref": 28501 + }, + "3": { + "Dice": 0.05964060223409422, + "FN": 27, + "FP": 9654, + "IoU": 0.030736884261113335, + "TN": 2092796, + "TP": 307, + "n_pred": 9961, + "n_ref": 334 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 1461, + "IoU": 0.0, + "TN": 2101323, + "TP": 0, + "n_pred": 1461, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1236, + "IoU": 0.0, + "TN": 2101548, + "TP": 0, + "n_pred": 1236, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0245.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0245.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.14962680090262107, + "FN": 9, + "FP": 9789, + "IoU": 0.08086303939962476, + "TN": 1215964, + "TP": 862, + "n_pred": 10651, + "n_ref": 871 + }, + "10": { + "Dice": 0.6011528578373498, + "FN": 646, + "FP": 5097, + "IoU": 0.4297487836361831, + "TN": 1216553, + "TP": 4328, + "n_pred": 9425, + "n_ref": 4974 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5444600718862322, + "FN": 2167, + "FP": 748, + "IoU": 0.37406055400472404, + "TN": 1221967, + "TP": 1742, + "n_pred": 2490, + "n_ref": 3909 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 1226623, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "3": { + "Dice": 0.9659135026011336, + "FN": 1403, + "FP": 353, + "IoU": 0.93407418531311, + "TN": 1199988, + "TP": 24880, + "n_pred": 25233, + "n_ref": 26283 + }, + "4": { + "Dice": 0.667047619047619, + "FN": 1663, + "FP": 85, + "IoU": 0.5004286939125464, + "TN": 1223125, + "TP": 1751, + "n_pred": 1836, + "n_ref": 3414 + }, + "5": { + "Dice": 0.7195694716242661, + "FN": 1154, + "FP": 1712, + "IoU": 0.5619746293749045, + "TN": 1220081, + "TP": 3677, + "n_pred": 5389, + "n_ref": 4831 + }, + "6": { + "Dice": 0.9749616043475693, + "FN": 1027, + "FP": 5755, + "IoU": 0.9511464238634808, + "TN": 1087801, + "TP": 132041, + "n_pred": 137796, + "n_ref": 133068 + }, + "7": { + "Dice": 0.8842596131794205, + "FN": 1587, + "FP": 1441, + "IoU": 0.7925316889345666, + "TN": 1212029, + "TP": 11567, + "n_pred": 13008, + "n_ref": 13154 + }, + "8": { + "Dice": 0.9653132212866942, + "FN": 794, + "FP": 273, + "IoU": 0.9329521176322735, + "TN": 1210710, + "TP": 14847, + "n_pred": 15120, + "n_ref": 15641 + }, + "9": { + "Dice": 0.8514397154984513, + "FN": 444, + "FP": 851, + "IoU": 0.7413104274870156, + "TN": 1221618, + "TP": 3711, + "n_pred": 4562, + "n_ref": 4155 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0249.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0249.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9483148516470044, + "FN": 1154, + "FP": 743, + "IoU": 0.9017098445595855, + "TN": 1908252, + "TP": 17403, + "n_pred": 18146, + "n_ref": 18557 + }, + "10": { + "Dice": 0.8154310899816768, + "FN": 719, + "FP": 3008, + "IoU": 0.6883779264214047, + "TN": 1915592, + "TP": 8233, + "n_pred": 11241, + "n_ref": 8952 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7048121292023731, + "FN": 1203, + "FP": 1036, + "IoU": 0.5441775244299675, + "TN": 1922640, + "TP": 2673, + "n_pred": 3709, + "n_ref": 3876 + }, + "13": { + "Dice": 0.9024100291797255, + "FN": 842, + "FP": 964, + "IoU": 0.8221740842851516, + "TN": 1917396, + "TP": 8350, + "n_pred": 9314, + "n_ref": 9192 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9158920300271522, + "FN": 1326, + "FP": 11839, + "IoU": 0.8448346985679769, + "TN": 1842707, + "TP": 71680, + "n_pred": 83519, + "n_ref": 73006 + }, + "3": { + "Dice": 0.8939762509685208, + "FN": 11083, + "FP": 685, + "IoU": 0.8082794350043173, + "TN": 1866171, + "TP": 49613, + "n_pred": 50298, + "n_ref": 60696 + }, + "4": { + "Dice": 0.47824205711460005, + "FN": 33498, + "FP": 266, + "IoU": 0.31426946667208255, + "TN": 1878314, + "TP": 15474, + "n_pred": 15740, + "n_ref": 48972 + }, + "5": { + "Dice": 0.8107929150802847, + "FN": 537, + "FP": 606, + "IoU": 0.6817928730512249, + "TN": 1923960, + "TP": 2449, + "n_pred": 3055, + "n_ref": 2986 + }, + "6": { + "Dice": 0.9122553161934087, + "FN": 2211, + "FP": 12949, + "IoU": 0.8386667659923165, + "TN": 1833585, + "TP": 78807, + "n_pred": 91756, + "n_ref": 81018 + }, + "7": { + "Dice": 0.30888014280491216, + "FN": 854, + "FP": 31281, + "IoU": 0.1826482856852172, + "TN": 1888236, + "TP": 7181, + "n_pred": 38462, + "n_ref": 8035 + }, + "8": { + "Dice": 0.952233524988943, + "FN": 491, + "FP": 157, + "IoU": 0.9088222878851836, + "TN": 1920445, + "TP": 6459, + "n_pred": 6616, + "n_ref": 6950 + }, + "9": { + "Dice": 0.6196818349981502, + "FN": 311, + "FP": 1745, + "IoU": 0.44894130259983916, + "TN": 1923821, + "TP": 1675, + "n_pred": 3420, + "n_ref": 1986 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0273.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0273.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7577995478522984, + "FN": 14058, + "FP": 405, + "IoU": 0.6100461053142441, + "TN": 1539999, + "TP": 22626, + "n_pred": 23031, + "n_ref": 36684 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1482, + "IoU": 0.0, + "TN": 1575606, + "TP": 0, + "n_pred": 1482, + "n_ref": 0 + }, + "11": { + "Dice": 0.7277527566392297, + "FN": 1093, + "FP": 660, + "IoU": 0.572021484375, + "TN": 1572992, + "TP": 2343, + "n_pred": 3003, + "n_ref": 3436 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 702, + "IoU": 0.0, + "TN": 1576386, + "TP": 0, + "n_pred": 702, + "n_ref": 0 + }, + "14": { + "Dice": 0.882437767428666, + "FN": 3450, + "FP": 1523, + "IoU": 0.7896095105131785, + "TN": 1553451, + "TP": 18664, + "n_pred": 20187, + "n_ref": 22114 + }, + "15": { + "Dice": 0.7342690427377385, + "FN": 1032, + "FP": 653, + "IoU": 0.5801146274607526, + "TN": 1573075, + "TP": 2328, + "n_pred": 2981, + "n_ref": 3360 + }, + "2": { + "Dice": 0.9657847944393556, + "FN": 646, + "FP": 1259, + "IoU": 0.9338334896321767, + "TN": 1548297, + "TP": 26886, + "n_pred": 28145, + "n_ref": 27532 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8616214444295442, + "FN": 1746, + "FP": 16828, + "IoU": 0.7568848167539267, + "TN": 1500688, + "TP": 57826, + "n_pred": 74654, + "n_ref": 59572 + }, + "7": { + "Dice": 0.9134118233352021, + "FN": 126, + "FP": 2654, + "IoU": 0.8406237459152669, + "TN": 1559645, + "TP": 14663, + "n_pred": 17317, + "n_ref": 14789 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8760683760683761, + "FN": 324, + "FP": 24, + "IoU": 0.779467680608365, + "TN": 1575510, + "TP": 1230, + "n_pred": 1254, + "n_ref": 1554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0282.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0282.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.34656057919350247, + "FN": 23674, + "FP": 47447, + "IoU": 0.20959980440315176, + "TN": 2363267, + "TP": 18860, + "n_pred": 66307, + "n_ref": 42534 + }, + "10": { + "Dice": 0.774988130812411, + "FN": 5099, + "FP": 2958, + "IoU": 0.6326372423855553, + "TN": 2431316, + "TP": 13875, + "n_pred": 16833, + "n_ref": 18974 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 154, + "IoU": 0.0, + "TN": 2453094, + "TP": 0, + "n_pred": 154, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 288, + "IoU": 0.0, + "TN": 2452960, + "TP": 0, + "n_pred": 288, + "n_ref": 0 + }, + "14": { + "Dice": 0.7416325348558189, + "FN": 5066, + "FP": 1179, + "IoU": 0.5893608627038401, + "TN": 2438040, + "TP": 8963, + "n_pred": 10142, + "n_ref": 14029 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 14347, + "IoU": 0.0, + "TN": 2438901, + "TP": 0, + "n_pred": 14347, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 12394, + "IoU": 0.0, + "TN": 2440854, + "TP": 0, + "n_pred": 12394, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 103, + "IoU": 0.0, + "TN": 2453145, + "TP": 0, + "n_pred": 103, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.42761519526695363, + "FN": 30633, + "FP": 168182, + "IoU": 0.27195327376592937, + "TN": 2180168, + "TP": 74265, + "n_pred": 242447, + "n_ref": 104898 + }, + "7": { + "Dice": 0.42842223339651103, + "FN": 3441, + "FP": 26113, + "IoU": 0.27260644843711546, + "TN": 2412618, + "TP": 11076, + "n_pred": 37189, + "n_ref": 14517 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 4365, + "IoU": 0.0, + "TN": 2448883, + "TP": 0, + "n_pred": 4365, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 524, + "IoU": 0.0, + "TN": 2452724, + "TP": 0, + "n_pred": 524, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0349.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0349.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4294755639591376, + "FN": 19753, + "FP": 1972, + "IoU": 0.2734599692328272, + "TN": 2423346, + "TP": 8177, + "n_pred": 10149, + "n_ref": 27930 + }, + "10": { + "Dice": 0.5371687738808983, + "FN": 9136, + "FP": 5763, + "IoU": 0.36721172223402, + "TN": 2429703, + "TP": 8646, + "n_pred": 14409, + "n_ref": 17782 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 2453240, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "12": { + "Dice": 0.14895155459146783, + "FN": 1158, + "FP": 19, + "IoU": 0.08046875, + "TN": 2451968, + "TP": 103, + "n_pred": 122, + "n_ref": 1261 + }, + "13": { + "Dice": 0.0, + "FN": 4, + "FP": 5030, + "IoU": 0.0, + "TN": 2448214, + "TP": 0, + "n_pred": 5030, + "n_ref": 4 + }, + "14": { + "Dice": 0.0052421023589460615, + "FN": 0, + "FP": 14422, + "IoU": 0.0026279391424619642, + "TN": 2438788, + "TP": 38, + "n_pred": 14460, + "n_ref": 38 + }, + "15": { + "Dice": 0.02365516032942001, + "FN": 6837, + "FP": 60027, + "IoU": 0.011969146200904335, + "TN": 2385574, + "TP": 810, + "n_pred": 60837, + "n_ref": 7647 + }, + "2": { + "Dice": 0.10274756725815684, + "FN": 31, + "FP": 6239, + "IoU": 0.054155981294312865, + "TN": 2446619, + "TP": 359, + "n_pred": 6598, + "n_ref": 390 + }, + "3": { + "Dice": 0.8959435626102292, + "FN": 6289, + "FP": 3446, + "IoU": 0.8115015974440895, + "TN": 2401603, + "TP": 41910, + "n_pred": 45356, + "n_ref": 48199 + }, + "4": { + "Dice": 0.0, + "FN": 3, + "FP": 8155, + "IoU": 0.0, + "TN": 2445090, + "TP": 0, + "n_pred": 8155, + "n_ref": 3 + }, + "5": { + "Dice": 0.5402089205770187, + "FN": 5381, + "FP": 165, + "IoU": 0.3700590640617901, + "TN": 2444444, + "TP": 3258, + "n_pred": 3423, + "n_ref": 8639 + }, + "6": { + "Dice": 0.6012539900446079, + "FN": 4003, + "FP": 233593, + "IoU": 0.4298521574076074, + "TN": 2036521, + "TP": 179131, + "n_pred": 412724, + "n_ref": 183134 + }, + "7": { + "Dice": 0.6164715881925876, + "FN": 15096, + "FP": 6563, + "IoU": 0.4455792760968617, + "TN": 2414182, + "TP": 17407, + "n_pred": 23970, + "n_ref": 32503 + }, + "8": { + "Dice": 0.9749820394709039, + "FN": 420, + "FP": 764, + "IoU": 0.951185322613894, + "TN": 2428993, + "TP": 23071, + "n_pred": 23835, + "n_ref": 23491 + }, + "9": { + "Dice": 0.3975026014568158, + "FN": 274, + "FP": 305, + "IoU": 0.24805194805194805, + "TN": 2452478, + "TP": 191, + "n_pred": 496, + "n_ref": 465 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0350.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0350.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7200563851812696, + "FN": 7, + "FP": 6348, + "IoU": 0.5625688325991189, + "TN": 1562560, + "TP": 8173, + "n_pred": 14521, + "n_ref": 8180 + }, + "10": { + "Dice": 0.6981413291250219, + "FN": 6426, + "FP": 460, + "IoU": 0.5362650683547714, + "TN": 1562239, + "TP": 7963, + "n_pred": 8423, + "n_ref": 14389 + }, + "11": { + "Dice": 0.22916666666666666, + "FN": 236, + "FP": 60, + "IoU": 0.12941176470588237, + "TN": 1576748, + "TP": 44, + "n_pred": 104, + "n_ref": 280 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 21, + "IoU": 0.0, + "TN": 1577067, + "TP": 0, + "n_pred": 21, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 41, + "IoU": 0.0, + "TN": 1577047, + "TP": 0, + "n_pred": 41, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9153028373197473, + "FN": 4377, + "FP": 8856, + "IoU": 0.8438326095166163, + "TN": 1492352, + "TP": 71503, + "n_pred": 80359, + "n_ref": 75880 + }, + "3": { + "Dice": 0.9190425985329416, + "FN": 1867, + "FP": 5351, + "IoU": 0.8502116709554246, + "TN": 1528900, + "TP": 40970, + "n_pred": 46321, + "n_ref": 42837 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8821448553431877, + "FN": 9827, + "FP": 3233, + "IoU": 0.789140578329593, + "TN": 1515151, + "TP": 48877, + "n_pred": 52110, + "n_ref": 58704 + }, + "7": { + "Dice": 0.4469598760552692, + "FN": 14628, + "FP": 2863, + "IoU": 0.2877967343947229, + "TN": 1552529, + "TP": 7068, + "n_pred": 9931, + "n_ref": 21696 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0358.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0358.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8742020277882088, + "FN": 184, + "FP": 486, + "IoU": 0.7765176784523016, + "TN": 1048394, + "TP": 2328, + "n_pred": 2814, + "n_ref": 2512 + }, + "10": { + "Dice": 0.0032258064516129032, + "FN": 3125, + "FP": 12325, + "IoU": 0.0016155088852988692, + "TN": 1035917, + "TP": 25, + "n_pred": 12350, + "n_ref": 3150 + }, + "11": { + "Dice": 0.5369369369369369, + "FN": 23, + "FP": 234, + "IoU": 0.3669950738916256, + "TN": 1050986, + "TP": 149, + "n_pred": 383, + "n_ref": 172 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 27, + "IoU": 0.0, + "TN": 1051365, + "TP": 0, + "n_pred": 27, + "n_ref": 0 + }, + "13": { + "Dice": 0.3760256241498837, + "FN": 10190, + "FP": 4031, + "IoU": 0.23154652545120502, + "TN": 1032886, + "TP": 4285, + "n_pred": 8316, + "n_ref": 14475 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8915636945506267, + "FN": 11070, + "FP": 1128, + "IoU": 0.8043436417297575, + "TN": 989048, + "TP": 50146, + "n_pred": 51274, + "n_ref": 61216 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3752, + "IoU": 0.0, + "TN": 1047640, + "TP": 0, + "n_pred": 3752, + "n_ref": 0 + }, + "4": { + "Dice": 0.249738723297521, + "FN": 17916, + "FP": 31, + "IoU": 0.14268653864526606, + "TN": 1030458, + "TP": 2987, + "n_pred": 3018, + "n_ref": 20903 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7824092909716315, + "FN": 11055, + "FP": 711, + "IoU": 0.642588092345079, + "TN": 1018472, + "TP": 21154, + "n_pred": 21865, + "n_ref": 32209 + }, + "7": { + "Dice": 0.8523797616070684, + "FN": 722, + "FP": 27614, + "IoU": 0.7427367809413132, + "TN": 941248, + "TP": 81808, + "n_pred": 109422, + "n_ref": 82530 + }, + "8": { + "Dice": 0.8449352451433858, + "FN": 900, + "FP": 1782, + "IoU": 0.7315046551206327, + "TN": 1041403, + "TP": 7307, + "n_pred": 9089, + "n_ref": 8207 + }, + "9": { + "Dice": 0.7611245822137754, + "FN": 3092, + "FP": 553, + "IoU": 0.6143673296656792, + "TN": 1041940, + "TP": 5807, + "n_pred": 6360, + "n_ref": 8899 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0388.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0388.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 9680, + "IoU": 0.0, + "TN": 1567408, + "TP": 0, + "n_pred": 9680, + "n_ref": 0 + }, + "10": { + "Dice": 0.12643385164414989, + "FN": 2928, + "FP": 499, + "IoU": 0.0674829931972789, + "TN": 1573413, + "TP": 248, + "n_pred": 747, + "n_ref": 3176 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 5471, + "IoU": 0.0, + "TN": 1571617, + "TP": 0, + "n_pred": 5471, + "n_ref": 0 + }, + "3": { + "Dice": 0.7278639750735865, + "FN": 59586, + "FP": 417, + "IoU": 0.572158920753533, + "TN": 1436842, + "TP": 80243, + "n_pred": 80660, + "n_ref": 139829 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 57, + "IoU": 0.0, + "TN": 1577031, + "TP": 0, + "n_pred": 57, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 579, + "IoU": 0.0, + "TN": 1576509, + "TP": 0, + "n_pred": 579, + "n_ref": 0 + }, + "6": { + "Dice": 0.9601676033780709, + "FN": 3594, + "FP": 9886, + "IoU": 0.9233868905194119, + "TN": 1401139, + "TP": 162469, + "n_pred": 172355, + "n_ref": 166063 + }, + "7": { + "Dice": 0.6143579684224697, + "FN": 14888, + "FP": 5165, + "IoU": 0.44337422972297785, + "TN": 1541062, + "TP": 15973, + "n_pred": 21138, + "n_ref": 30861 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 381, + "IoU": 0.0, + "TN": 1576707, + "TP": 0, + "n_pred": 381, + "n_ref": 0 + }, + "9": { + "Dice": 0.7622362304378514, + "FN": 7628, + "FP": 2141, + "IoU": 0.6158172093754916, + "TN": 1551660, + "TP": 15659, + "n_pred": 17800, + "n_ref": 23287 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0410.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0410.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": 0.5177278130814554, + "FN": 2853.375555555556, + "FP": 2814.846666666667, + "IoU": 0.4406485760075291, + "TN": 1371416.6555555554, + "TP": 13088.988888888889, + "n_pred": 15903.835555555557, + "n_ref": 15942.364444444445 + }, + "mean": { + "1": { + "Dice": 0.466235307066625, + "FN": 394.9, + "FP": 2362.0333333333333, + "IoU": 0.4136800525586749, + "TN": 1378608.1666666667, + "TP": 8808.766666666666, + "n_pred": 11170.8, + "n_ref": 9203.666666666666 + }, + "10": { + "Dice": 0.5619637586393842, + "FN": 2268.4, + "FP": 1037.9, + "IoU": 0.4609331499257381, + "TN": 1381165.8666666667, + "TP": 5701.7, + "n_pred": 6739.6, + "n_ref": 7970.1 + }, + "11": { + "Dice": 0.41176549936287965, + "FN": 530.8666666666667, + "FP": 94.33333333333333, + "IoU": 0.2854186937304861, + "TN": 1389271.5, + "TP": 277.1666666666667, + "n_pred": 371.5, + "n_ref": 808.0333333333333 + }, + "12": { + "Dice": 0.22550773690742015, + "FN": 240.63333333333333, + "FP": 204.63333333333333, + "IoU": 0.16238146326378944, + "TN": 1389506.4333333333, + "TP": 222.16666666666666, + "n_pred": 426.8, + "n_ref": 462.8 + }, + "13": { + "Dice": 0.37884039606723385, + "FN": 1925.3333333333333, + "FP": 1482.9666666666667, + "IoU": 0.27678958501099626, + "TN": 1384313.8333333333, + "TP": 2451.733333333333, + "n_pred": 3934.7, + "n_ref": 4377.066666666667 + }, + "14": { + "Dice": 0.4825790266073918, + "FN": 2447.1666666666665, + "FP": 4801.8, + "IoU": 0.42223988843086435, + "TN": 1375707.2, + "TP": 7217.7, + "n_pred": 12019.5, + "n_ref": 9664.866666666667 + }, + "15": { + "Dice": 0.3755699247858529, + "FN": 1892.5666666666666, + "FP": 2532.5666666666666, + "IoU": 0.30397850873580073, + "TN": 1381985.8333333333, + "TP": 3762.9, + "n_pred": 6295.466666666666, + "n_ref": 5655.466666666666 + }, + "2": { + "Dice": 0.5897039134617312, + "FN": 3630.6666666666665, + "FP": 555.0666666666667, + "IoU": 0.5388786597997288, + "TN": 1369666.8, + "TP": 16321.333333333334, + "n_pred": 16876.4, + "n_ref": 19952.0 + }, + "3": { + "Dice": 0.41834540751356813, + "FN": 5115.633333333333, + "FP": 3107.7, + "IoU": 0.3857462000919847, + "TN": 1372511.6666666667, + "TP": 9438.866666666667, + "n_pred": 12546.566666666668, + "n_ref": 14554.5 + }, + "4": { + "Dice": 0.396074480455925, + "FN": 1417.1666666666667, + "FP": 690.4666666666667, + "IoU": 0.32502409831651513, + "TN": 1385690.0666666667, + "TP": 2376.1666666666665, + "n_pred": 3066.633333333333, + "n_ref": 3793.3333333333335 + }, + "5": { + "Dice": 0.46818797029601417, + "FN": 305.53333333333336, + "FP": 277.4, + "IoU": 0.3610078681474793, + "TN": 1389045.1666666667, + "TP": 545.7666666666667, + "n_pred": 823.1666666666666, + "n_ref": 851.3 + }, + "6": { + "Dice": 0.8411688275821045, + "FN": 13745.666666666666, + "FP": 10805.066666666668, + "IoU": 0.7792659663054892, + "TN": 1272948.2666666666, + "TP": 92674.86666666667, + "n_pred": 103479.93333333333, + "n_ref": 106420.53333333334 + }, + "7": { + "Dice": 0.5734243072970105, + "FN": 6909.0, + "FP": 11529.733333333334, + "IoU": 0.5099574736075473, + "TN": 1340016.6333333333, + "TP": 31718.5, + "n_pred": 43248.23333333333, + "n_ref": 38627.5 + }, + "8": { + "Dice": 0.803202526967982, + "FN": 1366.7666666666667, + "FP": 1648.6333333333334, + "IoU": 0.7199514589562953, + "TN": 1377194.8333333333, + "TP": 9963.633333333333, + "n_pred": 11612.266666666666, + "n_ref": 11330.4 + }, + "9": { + "Dice": 0.7733481132107081, + "FN": 610.3333333333334, + "FP": 1092.4, + "IoU": 0.6644755732315466, + "TN": 1383617.5666666667, + "TP": 4853.566666666667, + "n_pred": 5945.966666666666, + "n_ref": 5463.9 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0004.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0004.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6338557993730407, + "FN": 395, + "FP": 773, + "IoU": 0.4639743001376778, + "TN": 2100605, + "TP": 1011, + "n_pred": 1784, + "n_ref": 1406 + }, + "10": { + "Dice": 0.5112378396511238, + "FN": 167, + "FP": 1290, + "IoU": 0.3433979269941415, + "TN": 2100565, + "TP": 762, + "n_pred": 2052, + "n_ref": 929 + }, + "11": { + "Dice": 0.5520799742018704, + "FN": 1231, + "FP": 158, + "IoU": 0.38129175946547883, + "TN": 2100539, + "TP": 856, + "n_pred": 1014, + "n_ref": 2087 + }, + "12": { + "Dice": 0.0, + "FN": 113, + "FP": 245, + "IoU": 0.0, + "TN": 2102426, + "TP": 0, + "n_pred": 245, + "n_ref": 113 + }, + "13": { + "Dice": 0.002517834662190516, + "FN": 2012, + "FP": 2742, + "IoU": 0.0012605042016806723, + "TN": 2098024, + "TP": 6, + "n_pred": 2748, + "n_ref": 2018 + }, + "14": { + "Dice": 0.13333333333333333, + "FN": 261, + "FP": 12, + "IoU": 0.07142857142857142, + "TN": 2102490, + "TP": 21, + "n_pred": 33, + "n_ref": 282 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 77, + "FP": 1906, + "IoU": 0.0, + "TN": 2100801, + "TP": 0, + "n_pred": 1906, + "n_ref": 77 + }, + "3": { + "Dice": 0.03969243557772236, + "FN": 138603, + "FP": 27, + "IoU": 0.02024806530266087, + "TN": 1961289, + "TP": 2865, + "n_pred": 2892, + "n_ref": 141468 + }, + "4": { + "Dice": 0.6045279383429673, + "FN": 3890, + "FP": 5962, + "IoU": 0.43320676561960647, + "TN": 2085402, + "TP": 7530, + "n_pred": 13492, + "n_ref": 11420 + }, + "5": { + "Dice": 0.18181818181818182, + "FN": 18, + "FP": 0, + "IoU": 0.1, + "TN": 2102764, + "TP": 2, + "n_pred": 2, + "n_ref": 20 + }, + "6": { + "Dice": 0.7185222148548669, + "FN": 6547, + "FP": 116986, + "IoU": 0.560698143334175, + "TN": 1821581, + "TP": 157670, + "n_pred": 274656, + "n_ref": 164217 + }, + "7": { + "Dice": 0.11280240155394668, + "FN": 14450, + "FP": 10671, + "IoU": 0.059772438056740776, + "TN": 2076066, + "TP": 1597, + "n_pred": 12268, + "n_ref": 16047 + }, + "8": { + "Dice": 0.9328629135347958, + "FN": 1126, + "FP": 2813, + "IoU": 0.8741734547196933, + "TN": 2071479, + "TP": 27366, + "n_pred": 30179, + "n_ref": 28492 + }, + "9": { + "Dice": 0.7154340114059904, + "FN": 2471, + "FP": 3866, + "IoU": 0.556946095224778, + "TN": 2088481, + "TP": 7966, + "n_pred": 11832, + "n_ref": 10437 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0005.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0005.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 541, + "FP": 0, + "IoU": 0.0, + "TN": 875619, + "TP": 0, + "n_pred": 0, + "n_ref": 541 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.29086057371581053, + "FN": 109, + "FP": 2017, + "IoU": 0.17017954722872755, + "TN": 873598, + "TP": 436, + "n_pred": 2453, + "n_ref": 545 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9364714682624492, + "FN": 494, + "FP": 1884, + "IoU": 0.8805325295151972, + "TN": 856255, + "TP": 17527, + "n_pred": 19411, + "n_ref": 18021 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 12, + "IoU": 0.0, + "TN": 876148, + "TP": 0, + "n_pred": 12, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 876158, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 512, + "IoU": 0.0, + "TN": 875648, + "TP": 0, + "n_pred": 512, + "n_ref": 0 + }, + "6": { + "Dice": 0.9873410533861884, + "FN": 2370, + "FP": 1197, + "IoU": 0.9749985981832455, + "TN": 733488, + "TP": 139105, + "n_pred": 140302, + "n_ref": 141475 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.5652078099519591, + "FN": 5646, + "FP": 4219, + "IoU": 0.39393008539657187, + "TN": 859883, + "TP": 6412, + "n_pred": 10631, + "n_ref": 12058 + }, + "9": { + "Dice": 0.8474156343442973, + "FN": 977, + "FP": 2595, + "IoU": 0.735230894670521, + "TN": 862669, + "TP": 9919, + "n_pred": 12514, + "n_ref": 10896 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0009.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0009.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6295253721906942, + "FN": 17494, + "FP": 7117, + "IoU": 0.45934843259155117, + "TN": 1181103, + "TP": 20910, + "n_pred": 28027, + "n_ref": 38404 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.43221830985915494, + "FN": 929, + "FP": 361, + "IoU": 0.27568781583380125, + "TN": 1224843, + "TP": 491, + "n_pred": 852, + "n_ref": 1420 + }, + "13": { + "Dice": 0.27853170189098997, + "FN": 307, + "FP": 2936, + "IoU": 0.16179891444817782, + "TN": 1222755, + "TP": 626, + "n_pred": 3562, + "n_ref": 933 + }, + "14": { + "Dice": 0.35642872337192694, + "FN": 42201, + "FP": 155, + "IoU": 0.2168623463067394, + "TN": 1172539, + "TP": 11729, + "n_pred": 11884, + "n_ref": 53930 + }, + "15": { + "Dice": 0.5877393838467944, + "FN": 6143, + "FP": 1779, + "IoU": 0.4161692092269143, + "TN": 1213055, + "TP": 5647, + "n_pred": 7426, + "n_ref": 11790 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 1226620, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "3": { + "Dice": 0.9051512673753066, + "FN": 21, + "FP": 211, + "IoU": 0.8267363704256908, + "TN": 1225285, + "TP": 1107, + "n_pred": 1318, + "n_ref": 1128 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9665370286977525, + "FN": 3289, + "FP": 798, + "IoU": 0.935241083170921, + "TN": 1163513, + "TP": 59024, + "n_pred": 59822, + "n_ref": 62313 + }, + "7": { + "Dice": 0.9272640475078822, + "FN": 10027, + "FP": 3838, + "IoU": 0.8643916942969201, + "TN": 1124381, + "TP": 88378, + "n_pred": 92216, + "n_ref": 98405 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0033.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0033.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9182018446343412, + "FN": 2508, + "FP": 871, + "IoU": 0.8487737200143215, + "TN": 1729976, + "TP": 18965, + "n_pred": 19836, + "n_ref": 21473 + }, + "10": { + "Dice": 0.7783706865884027, + "FN": 824, + "FP": 1045, + "IoU": 0.6371578334304019, + "TN": 1747169, + "TP": 3282, + "n_pred": 4327, + "n_ref": 4106 + }, + "11": { + "Dice": 0.4967217414109625, + "FN": 1678, + "FP": 241, + "IoU": 0.33042568039078857, + "TN": 1749454, + "TP": 947, + "n_pred": 1188, + "n_ref": 2625 + }, + "12": { + "Dice": 0.5521987244041625, + "FN": 1581, + "FP": 1087, + "IoU": 0.38140505448643636, + "TN": 1748007, + "TP": 1645, + "n_pred": 2732, + "n_ref": 3226 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9102981110680075, + "FN": 2854, + "FP": 9170, + "IoU": 0.8353643508502889, + "TN": 1679286, + "TP": 61010, + "n_pred": 70180, + "n_ref": 63864 + }, + "15": { + "Dice": 0.5834442142000218, + "FN": 18921, + "FP": 176, + "IoU": 0.4118752117273875, + "TN": 1719849, + "TP": 13374, + "n_pred": 13550, + "n_ref": 32295 + }, + "2": { + "Dice": 0.9450230922336663, + "FN": 2070, + "FP": 775, + "IoU": 0.8957760926109096, + "TN": 1725023, + "TP": 24452, + "n_pred": 25227, + "n_ref": 26522 + }, + "3": { + "Dice": 0.95464736104624, + "FN": 1056, + "FP": 886, + "IoU": 0.9132299718511238, + "TN": 1729939, + "TP": 20439, + "n_pred": 21325, + "n_ref": 21495 + }, + "4": { + "Dice": 0.8843816357911694, + "FN": 1335, + "FP": 1823, + "IoU": 0.792727750065634, + "TN": 1737084, + "TP": 12078, + "n_pred": 13901, + "n_ref": 13413 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9612756469855483, + "FN": 2684, + "FP": 5896, + "IoU": 0.9254386346058588, + "TN": 1637247, + "TP": 106493, + "n_pred": 112389, + "n_ref": 109177 + }, + "7": { + "Dice": 0.8827832292595896, + "FN": 460, + "FP": 1511, + "IoU": 0.7901628872564675, + "TN": 1742927, + "TP": 7422, + "n_pred": 8933, + "n_ref": 7882 + }, + "8": { + "Dice": 0.8646111170383015, + "FN": 849, + "FP": 1689, + "IoU": 0.7615109941740275, + "TN": 1741678, + "TP": 8104, + "n_pred": 9793, + "n_ref": 8953 + }, + "9": { + "Dice": 0.5901886792452831, + "FN": 170, + "FP": 373, + "IoU": 0.41862955032119914, + "TN": 1751386, + "TP": 391, + "n_pred": 764, + "n_ref": 561 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0035.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0035.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 656, + "IoU": 0.0, + "TN": 1751664, + "TP": 0, + "n_pred": 656, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.798894191899434, + "FN": 6611, + "FP": 1100, + "IoU": 0.6651322360706996, + "TN": 1729293, + "TP": 15316, + "n_pred": 16416, + "n_ref": 21927 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9712121792216742, + "FN": 6248, + "FP": 2023, + "IoU": 0.944035455714189, + "TN": 1604530, + "TP": 139519, + "n_pred": 141542, + "n_ref": 145767 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 4397, + "IoU": 0.0, + "TN": 1747923, + "TP": 0, + "n_pred": 4397, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0045.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0045.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.12836525117957256, + "FN": 35, + "FP": 12527, + "IoU": 0.0685845629124342, + "TN": 1738833, + "TP": 925, + "n_pred": 13452, + "n_ref": 960 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1945, + "IoU": 0.0, + "TN": 1750375, + "TP": 0, + "n_pred": 1945, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 234, + "FP": 723, + "IoU": 0.0, + "TN": 1751363, + "TP": 0, + "n_pred": 723, + "n_ref": 234 + }, + "14": { + "Dice": 0.025316924215786064, + "FN": 1584, + "FP": 51083, + "IoU": 0.01282075312552717, + "TN": 1698969, + "TP": 684, + "n_pred": 51767, + "n_ref": 2268 + }, + "15": { + "Dice": 0.8361054091539528, + "FN": 2441, + "FP": 12330, + "IoU": 0.7183686699206834, + "TN": 1699872, + "TP": 37677, + "n_pred": 50007, + "n_ref": 40118 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 79, + "IoU": 0.0, + "TN": 1752241, + "TP": 0, + "n_pred": 79, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.11658107282640665, + "FN": 3, + "FP": 78093, + "IoU": 0.061898641425122226, + "TN": 1669071, + "TP": 5153, + "n_pred": 83246, + "n_ref": 5156 + }, + "7": { + "Dice": 0.5587211778793991, + "FN": 3203, + "FP": 51704, + "IoU": 0.38765655146263395, + "TN": 1662653, + "TP": 34760, + "n_pred": 86464, + "n_ref": 37963 + }, + "8": { + "Dice": 0.42953020134228187, + "FN": 74, + "FP": 11, + "IoU": 0.27350427350427353, + "TN": 1752203, + "TP": 32, + "n_pred": 43, + "n_ref": 106 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0052.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0052.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.1462012320328542, + "FN": 2051, + "FP": 28, + "IoU": 0.07886575099689853, + "TN": 1574831, + "TP": 178, + "n_pred": 206, + "n_ref": 2229 + }, + "10": { + "Dice": 0.6691950317625865, + "FN": 2638, + "FP": 851, + "IoU": 0.5028498147620405, + "TN": 1570070, + "TP": 3529, + "n_pred": 4380, + "n_ref": 6167 + }, + "11": { + "Dice": 0.366364270760642, + "FN": 1438, + "FP": 378, + "IoU": 0.224263135412217, + "TN": 1574747, + "TP": 525, + "n_pred": 903, + "n_ref": 1963 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.016260162601626018, + "FN": 103, + "FP": 139, + "IoU": 0.00819672131147541, + "TN": 1576844, + "TP": 2, + "n_pred": 141, + "n_ref": 105 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 1125, + "IoU": 0.0, + "TN": 1575963, + "TP": 0, + "n_pred": 1125, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.7105263157894737, + "FN": 21, + "FP": 1, + "IoU": 0.5510204081632653, + "TN": 1577039, + "TP": 27, + "n_pred": 28, + "n_ref": 48 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.953201519240868, + "FN": 43061, + "FP": 2923, + "IoU": 0.9105874117715685, + "TN": 1062798, + "TP": 468306, + "n_pred": 471229, + "n_ref": 511367 + }, + "7": { + "Dice": 0.843982089351244, + "FN": 5943, + "FP": 17228, + "IoU": 0.7300770010367764, + "TN": 1491245, + "TP": 62672, + "n_pred": 79900, + "n_ref": 68615 + }, + "8": { + "Dice": 0.9267683339405611, + "FN": 220, + "FP": 1187, + "IoU": 0.8635305528612998, + "TN": 1566778, + "TP": 8903, + "n_pred": 10090, + "n_ref": 9123 + }, + "9": { + "Dice": 0.8604328613359997, + "FN": 1087, + "FP": 3240, + "IoU": 0.7550523634305123, + "TN": 1559423, + "TP": 13338, + "n_pred": 16578, + "n_ref": 14425 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0064.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0064.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 138, + "IoU": 0.0, + "TN": 1401718, + "TP": 0, + "n_pred": 138, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 163, + "FP": 0, + "IoU": 0.0, + "TN": 1401693, + "TP": 0, + "n_pred": 0, + "n_ref": 163 + }, + "11": { + "Dice": 0.29030992546096507, + "FN": 3336, + "FP": 282, + "IoU": 0.16980266177145478, + "TN": 1397498, + "TP": 740, + "n_pred": 1022, + "n_ref": 4076 + }, + "12": { + "Dice": 0.08275862068965517, + "FN": 1, + "FP": 132, + "IoU": 0.04316546762589928, + "TN": 1401717, + "TP": 6, + "n_pred": 138, + "n_ref": 7 + }, + "13": { + "Dice": 0.43564356435643564, + "FN": 0, + "FP": 513, + "IoU": 0.27848101265822783, + "TN": 1401145, + "TP": 198, + "n_pred": 711, + "n_ref": 198 + }, + "14": { + "Dice": 0.6415910073497623, + "FN": 707, + "FP": 13386, + "IoU": 0.47231063017186503, + "TN": 1375149, + "TP": 12614, + "n_pred": 26000, + "n_ref": 13321 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9272508691555382, + "FN": 1748, + "FP": 491, + "IoU": 0.8643687908892658, + "TN": 1385348, + "TP": 14269, + "n_pred": 14760, + "n_ref": 16017 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1034, + "IoU": 0.0, + "TN": 1400822, + "TP": 0, + "n_pred": 1034, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 18, + "IoU": 0.0, + "TN": 1401838, + "TP": 0, + "n_pred": 18, + "n_ref": 0 + }, + "5": { + "Dice": 0.8030221262817053, + "FN": 118, + "FP": 247, + "IoU": 0.6708746618575293, + "TN": 1400747, + "TP": 744, + "n_pred": 991, + "n_ref": 862 + }, + "6": { + "Dice": 0.8943064970001593, + "FN": 25155, + "FP": 46509, + "IoU": 0.8088195278111244, + "TN": 1027006, + "TP": 303186, + "n_pred": 349695, + "n_ref": 328341 + }, + "7": { + "Dice": 0.9216986766416245, + "FN": 2714, + "FP": 2268, + "IoU": 0.8547691231343284, + "TN": 1367552, + "TP": 29322, + "n_pred": 31590, + "n_ref": 32036 + }, + "8": { + "Dice": 0.8969072164948454, + "FN": 71, + "FP": 49, + "IoU": 0.8130841121495327, + "TN": 1401214, + "TP": 522, + "n_pred": 571, + "n_ref": 593 + }, + "9": { + "Dice": 0.8585640138408305, + "FN": 289, + "FP": 4943, + "IoU": 0.7521788556271315, + "TN": 1380744, + "TP": 15880, + "n_pred": 20823, + "n_ref": 16169 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0083.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0083.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1691, + "IoU": 0.0, + "TN": 2101093, + "TP": 0, + "n_pred": 1691, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 545, + "FP": 0, + "IoU": 0.0, + "TN": 2102239, + "TP": 0, + "n_pred": 0, + "n_ref": 545 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 389, + "IoU": 0.0, + "TN": 2102395, + "TP": 0, + "n_pred": 389, + "n_ref": 0 + }, + "4": { + "Dice": 0.6227087246583328, + "FN": 28578, + "FP": 547, + "IoU": 0.45212565838976676, + "TN": 2049624, + "TP": 24035, + "n_pred": 24582, + "n_ref": 52613 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9423934067782357, + "FN": 1632, + "FP": 2478, + "IoU": 0.8910623409669212, + "TN": 2065056, + "TP": 33618, + "n_pred": 36096, + "n_ref": 35250 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 25881, + "IoU": 0.0, + "TN": 2076903, + "TP": 0, + "n_pred": 25881, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0102.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0102.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 29, + "IoU": 0.0, + "TN": 876131, + "TP": 0, + "n_pred": 29, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8872280182639084, + "FN": 1822, + "FP": 2599, + "IoU": 0.7973134054648817, + "TN": 854348, + "TP": 17391, + "n_pred": 19990, + "n_ref": 19213 + }, + "7": { + "Dice": 0.44921066552821837, + "FN": 59347, + "FP": 0, + "IoU": 0.28966582084550196, + "TN": 792612, + "TP": 24201, + "n_pred": 24201, + "n_ref": 83548 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0103.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0103.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9567699499441525, + "FN": 345, + "FP": 700, + "IoU": 0.9171226901419621, + "TN": 1214015, + "TP": 11564, + "n_pred": 12264, + "n_ref": 11909 + }, + "10": { + "Dice": 0.0, + "FN": 348, + "FP": 0, + "IoU": 0.0, + "TN": 1226276, + "TP": 0, + "n_pred": 0, + "n_ref": 348 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 1251, + "FP": 0, + "IoU": 0.0, + "TN": 1225373, + "TP": 0, + "n_pred": 0, + "n_ref": 1251 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 858, + "IoU": 0.0, + "TN": 1225766, + "TP": 0, + "n_pred": 858, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 893, + "IoU": 0.0, + "TN": 1225731, + "TP": 0, + "n_pred": 893, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 1226620, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "3": { + "Dice": 0.9658730817088345, + "FN": 969, + "FP": 5202, + "IoU": 0.9339985882050953, + "TN": 1133126, + "TP": 87327, + "n_pred": 92529, + "n_ref": 88296 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 84, + "IoU": 0.0, + "TN": 1226540, + "TP": 0, + "n_pred": 84, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 15804, + "IoU": 0.0, + "TN": 1210820, + "TP": 0, + "n_pred": 15804, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0153.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0153.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8110442133430639, + "FN": 125, + "FP": 6089, + "IoU": 0.682148337595908, + "TN": 1557538, + "TP": 13336, + "n_pred": 19425, + "n_ref": 13461 + }, + "10": { + "Dice": 0.8886265249901614, + "FN": 33, + "FP": 250, + "IoU": 0.7995750708215298, + "TN": 1575676, + "TP": 1129, + "n_pred": 1379, + "n_ref": 1162 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7005601944826129, + "FN": 2547, + "FP": 286, + "IoU": 0.539124776313649, + "TN": 1570941, + "TP": 3314, + "n_pred": 3600, + "n_ref": 5861 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9209833559782609, + "FN": 6263, + "FP": 1181, + "IoU": 0.8535395270137331, + "TN": 1526262, + "TP": 43382, + "n_pred": 44563, + "n_ref": 49645 + }, + "3": { + "Dice": 0.9295903419185255, + "FN": 2643, + "FP": 4134, + "IoU": 0.868443529914198, + "TN": 1525574, + "TP": 44737, + "n_pred": 48871, + "n_ref": 47380 + }, + "4": { + "Dice": 0.8783740870117498, + "FN": 638, + "FP": 511, + "IoU": 0.7831257078142695, + "TN": 1571790, + "TP": 4149, + "n_pred": 4660, + "n_ref": 4787 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9206197006661744, + "FN": 11994, + "FP": 8537, + "IoU": 0.8529150487871276, + "TN": 1437502, + "TP": 119055, + "n_pred": 127592, + "n_ref": 131049 + }, + "7": { + "Dice": 0.9245951901887516, + "FN": 1049, + "FP": 525, + "IoU": 0.8597647897362795, + "TN": 1565864, + "TP": 9650, + "n_pred": 10175, + "n_ref": 10699 + }, + "8": { + "Dice": 0.9359665842086053, + "FN": 73, + "FP": 1506, + "IoU": 0.8796402164799146, + "TN": 1563969, + "TP": 11540, + "n_pred": 13046, + "n_ref": 11613 + }, + "9": { + "Dice": 0.7207320130358486, + "FN": 1759, + "FP": 469, + "IoU": 0.5633940819126004, + "TN": 1571985, + "TP": 2875, + "n_pred": 3344, + "n_ref": 4634 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0186.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0186.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 541, + "IoU": 0.0, + "TN": 1401315, + "TP": 0, + "n_pred": 541, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 10087, + "IoU": 0.0, + "TN": 1391769, + "TP": 0, + "n_pred": 10087, + "n_ref": 0 + }, + "2": { + "Dice": 0.604201649315273, + "FN": 51647, + "FP": 1388, + "IoU": 0.43287173180773136, + "TN": 1308341, + "TP": 40480, + "n_pred": 41868, + "n_ref": 92127 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 47203, + "IoU": 0.0, + "TN": 1354653, + "TP": 0, + "n_pred": 47203, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.5504739943633102, + "FN": 1002, + "FP": 6016, + "IoU": 0.3797613787008396, + "TN": 1390541, + "TP": 4297, + "n_pred": 10313, + "n_ref": 5299 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0188.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0188.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 13958, + "IoU": 0.0, + "TN": 1037434, + "TP": 0, + "n_pred": 13958, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 36, + "IoU": 0.0, + "TN": 1051356, + "TP": 0, + "n_pred": 36, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 240, + "IoU": 0.0, + "TN": 1051152, + "TP": 0, + "n_pred": 240, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8984421494836338, + "FN": 1050, + "FP": 1851, + "IoU": 0.8156105002224623, + "TN": 1035659, + "TP": 12832, + "n_pred": 14683, + "n_ref": 13882 + }, + "15": { + "Dice": 0.7552116036669597, + "FN": 4739, + "FP": 10855, + "IoU": 0.6066987818103862, + "TN": 1011743, + "TP": 24055, + "n_pred": 34910, + "n_ref": 28794 + }, + "2": { + "Dice": 0.9649826938655277, + "FN": 3470, + "FP": 334, + "IoU": 0.932334839375289, + "TN": 995174, + "TP": 52414, + "n_pred": 52748, + "n_ref": 55884 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 980, + "IoU": 0.0, + "TN": 1050412, + "TP": 0, + "n_pred": 980, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 658, + "IoU": 0.0, + "TN": 1050734, + "TP": 0, + "n_pred": 658, + "n_ref": 0 + }, + "5": { + "Dice": 0.17162629757785466, + "FN": 1197, + "FP": 0, + "IoU": 0.09386828160484481, + "TN": 1050071, + "TP": 124, + "n_pred": 124, + "n_ref": 1321 + }, + "6": { + "Dice": 0.6747869496326296, + "FN": 265172, + "FP": 623, + "IoU": 0.5091912952755542, + "TN": 509847, + "TP": 275750, + "n_pred": 276373, + "n_ref": 540922 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 155512, + "IoU": 0.0, + "TN": 895880, + "TP": 0, + "n_pred": 155512, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.760184981281656, + "FN": 3263, + "FP": 2182, + "IoU": 0.6131438721136767, + "TN": 1037317, + "TP": 8630, + "n_pred": 10812, + "n_ref": 11893 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0197.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0197.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9555460872035222, + "FN": 2150, + "FP": 667, + "IoU": 0.914876257818874, + "TN": 1193531, + "TP": 30276, + "n_pred": 30943, + "n_ref": 32426 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.5632405213270142, + "FN": 5691, + "FP": 207, + "IoU": 0.3920214410885476, + "TN": 1216923, + "TP": 3803, + "n_pred": 4010, + "n_ref": 9494 + }, + "6": { + "Dice": 0.9779240272485856, + "FN": 1260, + "FP": 652, + "IoU": 0.9568016990126749, + "TN": 1182363, + "TP": 42349, + "n_pred": 43001, + "n_ref": 43609 + }, + "7": { + "Dice": 0.8682027649769585, + "FN": 100, + "FP": 43, + "IoU": 0.7671009771986971, + "TN": 1226010, + "TP": 471, + "n_pred": 514, + "n_ref": 571 + }, + "8": { + "Dice": 0.9630771968326463, + "FN": 2054, + "FP": 436, + "IoU": 0.9287838920032033, + "TN": 1191660, + "TP": 32474, + "n_pred": 32910, + "n_ref": 34528 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0215.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0215.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9132019338043883, + "FN": 867, + "FP": 1467, + "IoU": 0.8402682726526143, + "TN": 861548, + "TP": 12278, + "n_pred": 13745, + "n_ref": 13145 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 876154, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "12": { + "Dice": 0.6513523527232308, + "FN": 995, + "FP": 887, + "IoU": 0.48296703296703297, + "TN": 872520, + "TP": 1758, + "n_pred": 2645, + "n_ref": 2753 + }, + "13": { + "Dice": 0.0, + "FN": 266, + "FP": 0, + "IoU": 0.0, + "TN": 875894, + "TP": 0, + "n_pred": 0, + "n_ref": 266 + }, + "14": { + "Dice": 0.09936997387696563, + "FN": 12498, + "FP": 40251, + "IoU": 0.05228264970624697, + "TN": 820501, + "TP": 2910, + "n_pred": 43161, + "n_ref": 15408 + }, + "15": { + "Dice": 0.1424821897262842, + "FN": 20583, + "FP": 0, + "IoU": 0.07670569236980218, + "TN": 853867, + "TP": 1710, + "n_pred": 1710, + "n_ref": 22293 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9413088740082156, + "FN": 293, + "FP": 750, + "IoU": 0.8891251195917933, + "TN": 866753, + "TP": 8364, + "n_pred": 9114, + "n_ref": 8657 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7572700296735905, + "FN": 728, + "FP": 90, + "IoU": 0.609360076408787, + "TN": 874066, + "TP": 1276, + "n_pred": 1366, + "n_ref": 2004 + }, + "7": { + "Dice": 0.9707964447845825, + "FN": 605, + "FP": 1074, + "IoU": 0.9432501858987359, + "TN": 846574, + "TP": 27907, + "n_pred": 28981, + "n_ref": 28512 + }, + "8": { + "Dice": 0.9409099807041584, + "FN": 143, + "FP": 1970, + "IoU": 0.8884136037177862, + "TN": 857224, + "TP": 16823, + "n_pred": 18793, + "n_ref": 16966 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0230.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0230.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 584, + "IoU": 0.0, + "TN": 1576504, + "TP": 0, + "n_pred": 584, + "n_ref": 0 + }, + "10": { + "Dice": 0.5273056057866184, + "FN": 1165, + "FP": 142, + "IoU": 0.3580550098231827, + "TN": 1575052, + "TP": 729, + "n_pred": 871, + "n_ref": 1894 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 17, + "IoU": 0.0, + "TN": 1577071, + "TP": 0, + "n_pred": 17, + "n_ref": 0 + }, + "13": { + "Dice": 0.47802685896430996, + "FN": 8059, + "FP": 1930, + "IoU": 0.31408363661333516, + "TN": 1562525, + "TP": 4574, + "n_pred": 6504, + "n_ref": 12633 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 1924, + "IoU": 0.0, + "TN": 1575164, + "TP": 0, + "n_pred": 1924, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 172, + "IoU": 0.0, + "TN": 1576916, + "TP": 0, + "n_pred": 172, + "n_ref": 0 + }, + "6": { + "Dice": 0.9288748394744641, + "FN": 100, + "FP": 1340, + "IoU": 0.8671954256202158, + "TN": 1566245, + "TP": 9403, + "n_pred": 10743, + "n_ref": 9503 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.7460492080954128, + "FN": 20101, + "FP": 8985, + "IoU": 0.5949589193705612, + "TN": 1505278, + "TP": 42724, + "n_pred": 51709, + "n_ref": 62825 + }, + "9": { + "Dice": 0.7902350813743219, + "FN": 40, + "FP": 192, + "IoU": 0.6532137518684604, + "TN": 1576419, + "TP": 437, + "n_pred": 629, + "n_ref": 477 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0239.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0239.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.40022303716571234, + "FN": 282, + "FP": 27685, + "IoU": 0.25017427207893184, + "TN": 838862, + "TP": 9331, + "n_pred": 37016, + "n_ref": 9613 + }, + "10": { + "Dice": 0.32998944033790917, + "FN": 2537, + "FP": 1, + "IoU": 0.19759721783117293, + "TN": 872997, + "TP": 625, + "n_pred": 626, + "n_ref": 3162 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 876159, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "13": { + "Dice": 0.5250541649379984, + "FN": 8456, + "FP": 1847, + "IoU": 0.3559819977497187, + "TN": 860162, + "TP": 5695, + "n_pred": 7542, + "n_ref": 14151 + }, + "14": { + "Dice": 0.9458509142053446, + "FN": 61, + "FP": 93, + "IoU": 0.8972648432288192, + "TN": 874661, + "TP": 1345, + "n_pred": 1438, + "n_ref": 1406 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 14, + "FP": 12314, + "IoU": 0.0, + "TN": 863832, + "TP": 0, + "n_pred": 12314, + "n_ref": 14 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0248.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0248.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9769673421931799, + "FN": 2353, + "FP": 2342, + "IoU": 0.9549718034296236, + "TN": 1297588, + "TP": 99573, + "n_pred": 101915, + "n_ref": 101926 + }, + "10": { + "Dice": 0.897533702581252, + "FN": 1857, + "FP": 2065, + "IoU": 0.8141144130053557, + "TN": 1380757, + "TP": 17177, + "n_pred": 19242, + "n_ref": 19034 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.414041404140414, + "FN": 1888, + "FP": 9830, + "IoU": 0.26106696935300794, + "TN": 1385998, + "TP": 4140, + "n_pred": 13970, + "n_ref": 6028 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 19, + "IoU": 0.0, + "TN": 1401837, + "TP": 0, + "n_pred": 19, + "n_ref": 0 + }, + "15": { + "Dice": 0.18886679920477137, + "FN": 2442, + "FP": 6, + "IoU": 0.10428100987925357, + "TN": 1399123, + "TP": 285, + "n_pred": 291, + "n_ref": 2727 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 51, + "IoU": 0.0, + "TN": 1401805, + "TP": 0, + "n_pred": 51, + "n_ref": 0 + }, + "3": { + "Dice": 0.8820506986709137, + "FN": 3085, + "FP": 3136, + "IoU": 0.7889898921375754, + "TN": 1372374, + "TP": 23261, + "n_pred": 26397, + "n_ref": 26346 + }, + "4": { + "Dice": 0.9325734586633114, + "FN": 786, + "FP": 125, + "IoU": 0.8736652336707807, + "TN": 1394645, + "TP": 6300, + "n_pred": 6425, + "n_ref": 7086 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9504321225980814, + "FN": 1406, + "FP": 263, + "IoU": 0.9055461233729485, + "TN": 1384186, + "TP": 16001, + "n_pred": 16264, + "n_ref": 17407 + }, + "7": { + "Dice": 0.7934913335691546, + "FN": 17502, + "FP": 12, + "IoU": 0.6576756186231969, + "TN": 1350694, + "TP": 33648, + "n_pred": 33660, + "n_ref": 51150 + }, + "8": { + "Dice": 0.9341224410594742, + "FN": 164, + "FP": 1194, + "IoU": 0.8763881303477152, + "TN": 1390870, + "TP": 9628, + "n_pred": 10822, + "n_ref": 9792 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 204, + "IoU": 0.0, + "TN": 1401652, + "TP": 0, + "n_pred": 204, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0259.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0259.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9268931947954694, + "FN": 781, + "FP": 0, + "IoU": 0.8637473831123517, + "TN": 1746588, + "TP": 4951, + "n_pred": 4951, + "n_ref": 5732 + }, + "10": { + "Dice": 0.7244799348964956, + "FN": 5155, + "FP": 262, + "IoU": 0.5679878778211979, + "TN": 1739781, + "TP": 7122, + "n_pred": 7384, + "n_ref": 12277 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7303317535545024, + "FN": 4336, + "FP": 216, + "IoU": 0.5752146323254946, + "TN": 1741604, + "TP": 6164, + "n_pred": 6380, + "n_ref": 10500 + }, + "14": { + "Dice": 0.8744880210963362, + "FN": 5196, + "FP": 3752, + "IoU": 0.7769690927218345, + "TN": 1712200, + "TP": 31172, + "n_pred": 34924, + "n_ref": 36368 + }, + "15": { + "Dice": 0.899165061014772, + "FN": 81, + "FP": 233, + "IoU": 0.8168028004667445, + "TN": 1750606, + "TP": 1400, + "n_pred": 1633, + "n_ref": 1481 + }, + "2": { + "Dice": 0.9822817550219, + "FN": 3019, + "FP": 735, + "IoU": 0.9651804513370372, + "TN": 1644507, + "TP": 104059, + "n_pred": 104794, + "n_ref": 107078 + }, + "3": { + "Dice": 0.0, + "FN": 356, + "FP": 10, + "IoU": 0.0, + "TN": 1751954, + "TP": 0, + "n_pred": 10, + "n_ref": 356 + }, + "4": { + "Dice": 0.6783094655955292, + "FN": 348, + "FP": 573, + "IoU": 0.5132135306553911, + "TN": 1750428, + "TP": 971, + "n_pred": 1544, + "n_ref": 1319 + }, + "5": { + "Dice": 0.8571428571428571, + "FN": 10, + "FP": 0, + "IoU": 0.75, + "TN": 1752280, + "TP": 30, + "n_pred": 30, + "n_ref": 40 + }, + "6": { + "Dice": 0.9576566368710395, + "FN": 826, + "FP": 183, + "IoU": 0.918753522827925, + "TN": 1739901, + "TP": 11410, + "n_pred": 11593, + "n_ref": 12236 + }, + "7": { + "Dice": 0.9349065386345331, + "FN": 1990, + "FP": 4233, + "IoU": 0.87776948460088, + "TN": 1701408, + "TP": 44689, + "n_pred": 48922, + "n_ref": 46679 + }, + "8": { + "Dice": 0.6351503056005987, + "FN": 1952, + "FP": 973, + "IoU": 0.46536282215317126, + "TN": 1746849, + "TP": 2546, + "n_pred": 3519, + "n_ref": 4498 + }, + "9": { + "Dice": 0.8954473512708314, + "FN": 666, + "FP": 457, + "IoU": 0.8106877950101147, + "TN": 1746388, + "TP": 4809, + "n_pred": 5266, + "n_ref": 5475 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0263.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0263.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9479619405614942, + "FN": 112, + "FP": 331, + "IoU": 0.9010719071013845, + "TN": 1222146, + "TP": 4035, + "n_pred": 4366, + "n_ref": 4147 + }, + "10": { + "Dice": 0.6193977427059429, + "FN": 14038, + "FP": 2216, + "IoU": 0.44864314789687926, + "TN": 1197144, + "TP": 13226, + "n_pred": 15442, + "n_ref": 27264 + }, + "11": { + "Dice": 0.603750756200847, + "FN": 1869, + "FP": 96, + "IoU": 0.4324090121317158, + "TN": 1223162, + "TP": 1497, + "n_pred": 1593, + "n_ref": 3366 + }, + "12": { + "Dice": 0.5313885313885314, + "FN": 1825, + "FP": 1452, + "IoU": 0.36183057448880235, + "TN": 1221489, + "TP": 1858, + "n_pred": 3310, + "n_ref": 3683 + }, + "13": { + "Dice": 0.8050624309861547, + "FN": 250, + "FP": 2045, + "IoU": 0.6737276087574637, + "TN": 1219590, + "TP": 4739, + "n_pred": 6784, + "n_ref": 4989 + }, + "14": { + "Dice": 0.9647198261671166, + "FN": 4952, + "FP": 406, + "IoU": 0.9318442007784873, + "TN": 1148010, + "TP": 73256, + "n_pred": 73662, + "n_ref": 78208 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9525901434665495, + "FN": 2234, + "FP": 1867, + "IoU": 0.9094721970817421, + "TN": 1181323, + "TP": 41200, + "n_pred": 43067, + "n_ref": 43434 + }, + "3": { + "Dice": 0.9324595110681534, + "FN": 822, + "FP": 2043, + "IoU": 0.8734652415864322, + "TN": 1203982, + "TP": 19777, + "n_pred": 21820, + "n_ref": 20599 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.5813273340832396, + "FN": 1086, + "FP": 4497, + "IoU": 0.4097684744687599, + "TN": 1217165, + "TP": 3876, + "n_pred": 8373, + "n_ref": 4962 + }, + "6": { + "Dice": 0.9669205104804082, + "FN": 967, + "FP": 1244, + "IoU": 0.9359594496741491, + "TN": 1192099, + "TP": 32314, + "n_pred": 33558, + "n_ref": 33281 + }, + "7": { + "Dice": 0.02511773940345369, + "FN": 19, + "FP": 9296, + "IoU": 0.012718600953895072, + "TN": 1217189, + "TP": 120, + "n_pred": 9416, + "n_ref": 139 + }, + "8": { + "Dice": 0.9500977417459194, + "FN": 2213, + "FP": 1948, + "IoU": 0.9049392305583478, + "TN": 1182852, + "TP": 39611, + "n_pred": 41559, + "n_ref": 41824 + }, + "9": { + "Dice": 0.9407448428630762, + "FN": 461, + "FP": 395, + "IoU": 0.8881192001045615, + "TN": 1218973, + "TP": 6795, + "n_pred": 7190, + "n_ref": 7256 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0274.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0274.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7077579593402378, + "FN": 8871, + "FP": 3319, + "IoU": 0.5476976735557122, + "TN": 1374905, + "TP": 14761, + "n_pred": 18080, + "n_ref": 23632 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7280701754385965, + "FN": 10, + "FP": 52, + "IoU": 0.5724137931034483, + "TN": 1401711, + "TP": 83, + "n_pred": 135, + "n_ref": 93 + }, + "13": { + "Dice": 0.6479249512520919, + "FN": 17118, + "FP": 5813, + "IoU": 0.4792078308464491, + "TN": 1357825, + "TP": 21100, + "n_pred": 26913, + "n_ref": 38218 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9451117318435754, + "FN": 553, + "FP": 1805, + "IoU": 0.8959353899112935, + "TN": 1379197, + "TP": 20301, + "n_pred": 22106, + "n_ref": 20854 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 35, + "IoU": 0.0, + "TN": 1401821, + "TP": 0, + "n_pred": 35, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2553, + "IoU": 0.0, + "TN": 1399303, + "TP": 0, + "n_pred": 2553, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9627015310424957, + "FN": 14979, + "FP": 2934, + "IoU": 0.9280853677630707, + "TN": 1152769, + "TP": 231174, + "n_pred": 234108, + "n_ref": 246153 + }, + "7": { + "Dice": 0.035838725734196115, + "FN": 227, + "FP": 5584, + "IoU": 0.01824632539280284, + "TN": 1395937, + "TP": 108, + "n_pred": 5692, + "n_ref": 335 + }, + "8": { + "Dice": 0.9148850545802103, + "FN": 2076, + "FP": 1308, + "IoU": 0.8431227110472393, + "TN": 1380285, + "TP": 18187, + "n_pred": 19495, + "n_ref": 20263 + }, + "9": { + "Dice": 0.8113087911678043, + "FN": 1796, + "FP": 3263, + "IoU": 0.6825227486664575, + "TN": 1385921, + "TP": 10876, + "n_pred": 14139, + "n_ref": 12672 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0279.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0279.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9018106695831815, + "FN": 676, + "FP": 940, + "IoU": 0.8211795949983401, + "TN": 1568051, + "TP": 7421, + "n_pred": 8361, + "n_ref": 8097 + }, + "11": { + "Dice": 0.5807829181494661, + "FN": 231, + "FP": 358, + "IoU": 0.4092276830491474, + "TN": 1576091, + "TP": 408, + "n_pred": 766, + "n_ref": 639 + }, + "12": { + "Dice": 0.7317510076130765, + "FN": 415, + "FP": 184, + "IoU": 0.5769774011299436, + "TN": 1575672, + "TP": 817, + "n_pred": 1001, + "n_ref": 1232 + }, + "13": { + "Dice": 0.46495726495726497, + "FN": 582, + "FP": 44, + "IoU": 0.3028953229398664, + "TN": 1576190, + "TP": 272, + "n_pred": 316, + "n_ref": 854 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 9, + "IoU": 0.0, + "TN": 1577079, + "TP": 0, + "n_pred": 9, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.8888888888888888, + "FN": 21, + "FP": 165, + "IoU": 0.8, + "TN": 1576158, + "TP": 744, + "n_pred": 909, + "n_ref": 765 + }, + "4": { + "Dice": 0.21287128712871287, + "FN": 294, + "FP": 1932, + "IoU": 0.11911357340720222, + "TN": 1574561, + "TP": 301, + "n_pred": 2233, + "n_ref": 595 + }, + "5": { + "Dice": 0.5289855072463768, + "FN": 1, + "FP": 1039, + "IoU": 0.35960591133004927, + "TN": 1575464, + "TP": 584, + "n_pred": 1623, + "n_ref": 585 + }, + "6": { + "Dice": 0.9587687947400777, + "FN": 4385, + "FP": 15400, + "IoU": 0.9208029781442638, + "TN": 1327268, + "TP": 230035, + "n_pred": 245435, + "n_ref": 234420 + }, + "7": { + "Dice": 0.9493064903680494, + "FN": 19304, + "FP": 2764, + "IoU": 0.9035046677889765, + "TN": 1348393, + "TP": 206627, + "n_pred": 209391, + "n_ref": 225931 + }, + "8": { + "Dice": 0.8801270467115712, + "FN": 973, + "FP": 3405, + "IoU": 0.785916870415648, + "TN": 1556638, + "TP": 16072, + "n_pred": 19477, + "n_ref": 17045 + }, + "9": { + "Dice": 0.8522644811542237, + "FN": 363, + "FP": 3098, + "IoU": 0.7425617375781017, + "TN": 1563644, + "TP": 9983, + "n_pred": 13081, + "n_ref": 10346 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0336.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0336.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9760095822394307, + "FN": 669, + "FP": 2776, + "IoU": 0.9531432768423057, + "TN": 1328334, + "TP": 70077, + "n_pred": 72853, + "n_ref": 70746 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 988, + "IoU": 0.0, + "TN": 1400868, + "TP": 0, + "n_pred": 988, + "n_ref": 0 + }, + "11": { + "Dice": 0.680786686838124, + "FN": 974, + "FP": 503, + "IoU": 0.5160550458715596, + "TN": 1398804, + "TP": 1575, + "n_pred": 2078, + "n_ref": 2549 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 205, + "IoU": 0.0, + "TN": 1401651, + "TP": 0, + "n_pred": 205, + "n_ref": 0 + }, + "13": { + "Dice": 0.4318948078219825, + "FN": 3370, + "FP": 0, + "IoU": 0.2754246398623952, + "TN": 1397205, + "TP": 1281, + "n_pred": 1281, + "n_ref": 4651 + }, + "14": { + "Dice": 0.0, + "FN": 1170, + "FP": 22895, + "IoU": 0.0, + "TN": 1377791, + "TP": 0, + "n_pred": 22895, + "n_ref": 1170 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.847265475605092, + "FN": 8423, + "FP": 2759, + "IoU": 0.7350048581652724, + "TN": 1359659, + "TP": 31015, + "n_pred": 33774, + "n_ref": 39438 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 8135, + "IoU": 0.0, + "TN": 1393721, + "TP": 0, + "n_pred": 8135, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 1401851, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9503937537860941, + "FN": 1012, + "FP": 1199, + "IoU": 0.9054764653071694, + "TN": 1378465, + "TP": 21180, + "n_pred": 22379, + "n_ref": 22192 + }, + "7": { + "Dice": 0.00021034917963819942, + "FN": 158, + "FP": 28360, + "IoU": 0.00010518565267697486, + "TN": 1373335, + "TP": 3, + "n_pred": 28363, + "n_ref": 161 + }, + "8": { + "Dice": 0.907070707070707, + "FN": 1708, + "FP": 1144, + "IoU": 0.8299445471349353, + "TN": 1385085, + "TP": 13919, + "n_pred": 15063, + "n_ref": 15627 + }, + "9": { + "Dice": 0.8896868715886239, + "FN": 290, + "FP": 478, + "IoU": 0.801293661060802, + "TN": 1397991, + "TP": 3097, + "n_pred": 3575, + "n_ref": 3387 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0348.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0348.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 17, + "IoU": 0.0, + "TN": 1752303, + "TP": 0, + "n_pred": 17, + "n_ref": 0 + }, + "10": { + "Dice": 0.8210007563004709, + "FN": 5658, + "FP": 1679, + "IoU": 0.6963539295617266, + "TN": 1728157, + "TP": 16826, + "n_pred": 18505, + "n_ref": 22484 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 1752314, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "13": { + "Dice": 0.2462855703852934, + "FN": 128, + "FP": 2865, + "IoU": 0.14043653072946582, + "TN": 1748838, + "TP": 489, + "n_pred": 3354, + "n_ref": 617 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9650609550966791, + "FN": 1869, + "FP": 312, + "IoU": 0.9324809609312117, + "TN": 1720018, + "TP": 30121, + "n_pred": 30433, + "n_ref": 31990 + }, + "3": { + "Dice": 0.9621884658381009, + "FN": 5424, + "FP": 326, + "IoU": 0.927132175896591, + "TN": 1673410, + "TP": 73160, + "n_pred": 73486, + "n_ref": 78584 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 4401, + "IoU": 0.0, + "TN": 1747919, + "TP": 0, + "n_pred": 4401, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9710034254794581, + "FN": 2600, + "FP": 2716, + "IoU": 0.9436410669606887, + "TN": 1657996, + "TP": 89008, + "n_pred": 91724, + "n_ref": 91608 + }, + "7": { + "Dice": 0.8571632445546498, + "FN": 6614, + "FP": 1393, + "IoU": 0.7500312187812188, + "TN": 1720288, + "TP": 24025, + "n_pred": 25418, + "n_ref": 30639 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0361.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0361.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9113317865429235, + "FN": 4249, + "FP": 5305, + "IoU": 0.8371070040237332, + "TN": 817508, + "TP": 49098, + "n_pred": 54403, + "n_ref": 53347 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.12389380530973451, + "FN": 99, + "FP": 0, + "IoU": 0.0660377358490566, + "TN": 876054, + "TP": 7, + "n_pred": 7, + "n_ref": 106 + }, + "13": { + "Dice": 0.7105053149040763, + "FN": 1711, + "FP": 7358, + "IoU": 0.5509951480344588, + "TN": 855962, + "TP": 11129, + "n_pred": 18487, + "n_ref": 12840 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.22810590631364563, + "FN": 373, + "FP": 6, + "IoU": 0.12873563218390804, + "TN": 875725, + "TP": 56, + "n_pred": 62, + "n_ref": 429 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 289, + "IoU": 0.0, + "TN": 875871, + "TP": 0, + "n_pred": 289, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.5864661654135338, + "FN": 800, + "FP": 25, + "IoU": 0.4148936170212766, + "TN": 874750, + "TP": 585, + "n_pred": 610, + "n_ref": 1385 + }, + "6": { + "Dice": 0.981368701222538, + "FN": 1569, + "FP": 909, + "IoU": 0.9634189548272808, + "TN": 808420, + "TP": 65262, + "n_pred": 66171, + "n_ref": 66831 + }, + "7": { + "Dice": 0.8474752475247525, + "FN": 3278, + "FP": 2884, + "IoU": 0.7353206477384993, + "TN": 852879, + "TP": 17119, + "n_pred": 20003, + "n_ref": 20397 + }, + "8": { + "Dice": 0.8909686476368741, + "FN": 120, + "FP": 1511, + "IoU": 0.8033755274261604, + "TN": 867865, + "TP": 6664, + "n_pred": 8175, + "n_ref": 6784 + }, + "9": { + "Dice": 0.9115635179153094, + "FN": 996, + "FP": 1176, + "IoU": 0.8374981295825228, + "TN": 862794, + "TP": 11194, + "n_pred": 12370, + "n_ref": 12190 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0371.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0371.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5466666666666666, + "FN": 41, + "FP": 27, + "IoU": 0.3761467889908257, + "TN": 2102675, + "TP": 41, + "n_pred": 68, + "n_ref": 82 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0502092050209205, + "FN": 227, + "FP": 0, + "IoU": 0.02575107296137339, + "TN": 2102551, + "TP": 6, + "n_pred": 6, + "n_ref": 233 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 30848, + "IoU": 0.0, + "TN": 2071936, + "TP": 0, + "n_pred": 30848, + "n_ref": 0 + }, + "2": { + "Dice": 0.6352941176470588, + "FN": 5, + "FP": 26, + "IoU": 0.46551724137931033, + "TN": 2102726, + "TP": 27, + "n_pred": 53, + "n_ref": 32 + }, + "3": { + "Dice": 0.9279125384352579, + "FN": 155, + "FP": 56, + "IoU": 0.8655194391332058, + "TN": 2101215, + "TP": 1358, + "n_pred": 1414, + "n_ref": 1513 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8764386823653922, + "FN": 245, + "FP": 1623, + "IoU": 0.7800541622512658, + "TN": 2094291, + "TP": 6625, + "n_pred": 8248, + "n_ref": 6870 + }, + "6": { + "Dice": 0.7291286031376931, + "FN": 1087, + "FP": 16852, + "IoU": 0.5737233562246038, + "TN": 2060701, + "TP": 24144, + "n_pred": 40996, + "n_ref": 25231 + }, + "7": { + "Dice": 0.9109997264235745, + "FN": 54367, + "FP": 287, + "IoU": 0.8365468297190845, + "TN": 1768413, + "TP": 279717, + "n_pred": 280004, + "n_ref": 334084 + }, + "8": { + "Dice": 0.9465355058427336, + "FN": 1426, + "FP": 2797, + "IoU": 0.8984977767095301, + "TN": 2061179, + "TP": 37382, + "n_pred": 40179, + "n_ref": 38808 + }, + "9": { + "Dice": 0.6977973568281939, + "FN": 1329, + "FP": 43, + "IoU": 0.5358592692828146, + "TN": 2099828, + "TP": 1584, + "n_pred": 1627, + "n_ref": 2913 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0379.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0379.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6538249862410567, + "FN": 1258, + "FP": 0, + "IoU": 0.4856909239574816, + "TN": 1224178, + "TP": 1188, + "n_pred": 1188, + "n_ref": 2446 + }, + "11": { + "Dice": 0.678125, + "FN": 239, + "FP": 585, + "IoU": 0.5130023640661938, + "TN": 1224932, + "TP": 868, + "n_pred": 1453, + "n_ref": 1107 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 1226618, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "13": { + "Dice": 0.5554027204646187, + "FN": 5450, + "FP": 368, + "IoU": 0.3844688954718578, + "TN": 1217172, + "TP": 3634, + "n_pred": 4002, + "n_ref": 9084 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 18188, + "FP": 0, + "IoU": 0.0, + "TN": 1208436, + "TP": 0, + "n_pred": 0, + "n_ref": 18188 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 17266, + "IoU": 0.0, + "TN": 1209358, + "TP": 0, + "n_pred": 17266, + "n_ref": 0 + }, + "4": { + "Dice": 0.7245508982035929, + "FN": 35, + "FP": 425, + "IoU": 0.568075117370892, + "TN": 1225559, + "TP": 605, + "n_pred": 1030, + "n_ref": 640 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9485478416072124, + "FN": 5298, + "FP": 5397, + "IoU": 0.9021312420501651, + "TN": 1117345, + "TP": 98584, + "n_pred": 103981, + "n_ref": 103882 + }, + "7": { + "Dice": 0.9476172920640518, + "FN": 5913, + "FP": 623, + "IoU": 0.9004493184068235, + "TN": 1160969, + "TP": 59119, + "n_pred": 59742, + "n_ref": 65032 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8213965712920375, + "FN": 1401, + "FP": 4579, + "IoU": 0.6969236227256601, + "TN": 1206893, + "TP": 13751, + "n_pred": 18330, + "n_ref": 15152 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0387.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0387.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 151, + "IoU": 0.0, + "TN": 1051241, + "TP": 0, + "n_pred": 151, + "n_ref": 0 + }, + "10": { + "Dice": 0.8786127167630058, + "FN": 54, + "FP": 219, + "IoU": 0.7835051546391752, + "TN": 1050131, + "TP": 988, + "n_pred": 1207, + "n_ref": 1042 + }, + "11": { + "Dice": 0.28049921996879873, + "FN": 4389, + "FP": 223, + "IoU": 0.16312828887679187, + "TN": 1045881, + "TP": 899, + "n_pred": 1122, + "n_ref": 5288 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 1264, + "IoU": 0.0, + "TN": 1050128, + "TP": 0, + "n_pred": 1264, + "n_ref": 0 + }, + "13": { + "Dice": 0.9292586304470855, + "FN": 607, + "FP": 268, + "IoU": 0.8678646934460887, + "TN": 1044770, + "TP": 5747, + "n_pred": 6015, + "n_ref": 6354 + }, + "14": { + "Dice": 0.9062673883352724, + "FN": 881, + "FP": 972, + "IoU": 0.8286004994912589, + "TN": 1040581, + "TP": 8958, + "n_pred": 9930, + "n_ref": 9839 + }, + "15": { + "Dice": 0.8893943614025315, + "FN": 1427, + "FP": 5721, + "IoU": 0.8008192381642377, + "TN": 1015505, + "TP": 28739, + "n_pred": 34460, + "n_ref": 30166 + }, + "2": { + "Dice": 0.939455055429411, + "FN": 7942, + "FP": 1124, + "IoU": 0.8858229537926778, + "TN": 971989, + "TP": 70337, + "n_pred": 71461, + "n_ref": 78279 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 912, + "IoU": 0.0, + "TN": 1050480, + "TP": 0, + "n_pred": 912, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9672570730194634, + "FN": 5174, + "FP": 211, + "IoU": 0.9365903631482266, + "TN": 966468, + "TP": 79539, + "n_pred": 79750, + "n_ref": 84713 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9568689778484156, + "FN": 952, + "FP": 1219, + "IoU": 0.9173046889879252, + "TN": 1025139, + "TP": 24082, + "n_pred": 25301, + "n_ref": 25034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0403.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0403.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": 0.5808378970506313, + "FN": 2953.7777777777783, + "FP": 3220.1311111111113, + "IoU": 0.49679839344534266, + "TN": 1504777.3533333333, + "TP": 13567.137777777778, + "n_pred": 16787.26888888889, + "n_ref": 16520.915555555555 + }, + "mean": { + "1": { + "Dice": 0.6424023195973191, + "FN": 1211.6333333333334, + "FP": 2512.1666666666665, + "IoU": 0.5694421937162921, + "TN": 1508967.5666666667, + "TP": 11827.033333333333, + "n_pred": 14339.2, + "n_ref": 13038.666666666666 + }, + "10": { + "Dice": 0.6094531208830457, + "FN": 2081.133333333333, + "FP": 1757.8, + "IoU": 0.4894822039498444, + "TN": 1514860.2, + "TP": 5819.266666666666, + "n_pred": 7577.066666666667, + "n_ref": 7900.4 + }, + "11": { + "Dice": 0.3919672924775549, + "FN": 116.53333333333333, + "FP": 107.06666666666666, + "IoU": 0.2853308540082793, + "TN": 1524144.6333333333, + "TP": 150.16666666666666, + "n_pred": 257.23333333333335, + "n_ref": 266.7 + }, + "12": { + "Dice": 0.26002436820717145, + "FN": 456.43333333333334, + "FP": 273.56666666666666, + "IoU": 0.18993585264661955, + "TN": 1523418.6, + "TP": 369.8, + "n_pred": 643.3666666666667, + "n_ref": 826.2333333333333 + }, + "13": { + "Dice": 0.4192345927349503, + "FN": 2735.5333333333333, + "FP": 1625.7666666666667, + "IoU": 0.32364877624748783, + "TN": 1515350.9333333333, + "TP": 4806.166666666667, + "n_pred": 6431.933333333333, + "n_ref": 7541.7 + }, + "14": { + "Dice": 0.5872019626093647, + "FN": 4184.3, + "FP": 4368.1, + "IoU": 0.5178243637422126, + "TN": 1505121.4, + "TP": 10844.6, + "n_pred": 15212.7, + "n_ref": 15028.9 + }, + "15": { + "Dice": 0.564963228573203, + "FN": 2378.0, + "FP": 1513.3666666666666, + "IoU": 0.4584455760631065, + "TN": 1515567.4333333333, + "TP": 5059.6, + "n_pred": 6572.966666666666, + "n_ref": 7437.6 + }, + "2": { + "Dice": 0.5771196770827504, + "FN": 974.0333333333333, + "FP": 3798.4, + "IoU": 0.49523520023772205, + "TN": 1508826.6333333333, + "TP": 10919.333333333334, + "n_pred": 14717.733333333334, + "n_ref": 11893.366666666667 + }, + "3": { + "Dice": 0.6276669666578647, + "FN": 2950.266666666667, + "FP": 2702.366666666667, + "IoU": 0.5532377758017264, + "TN": 1504143.0333333334, + "TP": 14722.733333333334, + "n_pred": 17425.1, + "n_ref": 17673.0 + }, + "4": { + "Dice": 0.5993594383467742, + "FN": 651.8, + "FP": 1023.0666666666667, + "IoU": 0.5085584304925027, + "TN": 1519161.0333333334, + "TP": 3682.5, + "n_pred": 4705.566666666667, + "n_ref": 4334.3 + }, + "5": { + "Dice": 0.46247976280117453, + "FN": 959.8333333333334, + "FP": 549.5666666666667, + "IoU": 0.369952260358723, + "TN": 1521441.9666666666, + "TP": 1567.0333333333333, + "n_pred": 2116.6, + "n_ref": 2526.866666666667 + }, + "6": { + "Dice": 0.8824106357985448, + "FN": 4867.566666666667, + "FP": 15600.166666666666, + "IoU": 0.8294441004423904, + "TN": 1424299.9333333333, + "TP": 79750.73333333334, + "n_pred": 95350.9, + "n_ref": 84618.3 + }, + "7": { + "Dice": 0.5662475051528882, + "FN": 17245.9, + "FP": 10087.533333333333, + "IoU": 0.4948008218025048, + "TN": 1465228.8, + "TP": 31956.166666666668, + "n_pred": 42043.7, + "n_ref": 49202.066666666666 + }, + "8": { + "Dice": 0.8808631978156043, + "FN": 1165.1, + "FP": 682.9, + "IoU": 0.8238005653179484, + "TN": 1509612.3, + "TP": 13058.1, + "n_pred": 13741.0, + "n_ref": 14223.2 + }, + "9": { + "Dice": 0.6411743870212562, + "FN": 2328.6, + "FP": 1700.1333333333334, + "IoU": 0.54283692685278, + "TN": 1511515.8333333333, + "TP": 8973.833333333334, + "n_pred": 10673.966666666667, + "n_ref": 11302.433333333332 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.832175207842164, + "FN": 9326, + "FP": 1494, + "IoU": 0.7125856664718695, + "TN": 2240370, + "TP": 26826, + "n_pred": 28320, + "n_ref": 36152 + }, + "10": { + "Dice": 0.0, + "FN": 1811, + "FP": 36, + "IoU": 0.0, + "TN": 2276169, + "TP": 0, + "n_pred": 36, + "n_ref": 1811 + }, + "11": { + "Dice": 0.47417840375586856, + "FN": 1307, + "FP": 261, + "IoU": 0.31076923076923074, + "TN": 2275741, + "TP": 707, + "n_pred": 968, + "n_ref": 2014 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 158, + "IoU": 0.0, + "TN": 2277858, + "TP": 0, + "n_pred": 158, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 765, + "FP": 1158, + "IoU": 0.0, + "TN": 2276093, + "TP": 0, + "n_pred": 1158, + "n_ref": 765 + }, + "14": { + "Dice": 0.930259072631954, + "FN": 6590, + "FP": 261, + "IoU": 0.8696115562491673, + "TN": 2225473, + "TP": 45692, + "n_pred": 45953, + "n_ref": 52282 + }, + "15": { + "Dice": 0.8990716129280789, + "FN": 2974, + "FP": 2266, + "IoU": 0.8166485881241471, + "TN": 2249437, + "TP": 23339, + "n_pred": 25605, + "n_ref": 26313 + }, + "2": { + "Dice": 0.6879166008529458, + "FN": 479, + "FP": 9400, + "IoU": 0.5242933500264844, + "TN": 2257249, + "TP": 10888, + "n_pred": 20288, + "n_ref": 11367 + }, + "3": { + "Dice": 0.8497548807745027, + "FN": 11206, + "FP": 961, + "IoU": 0.7387598230772534, + "TN": 2231442, + "TP": 34407, + "n_pred": 35368, + "n_ref": 45613 + }, + "4": { + "Dice": 0.0, + "FN": 3991, + "FP": 5946, + "IoU": 0.0, + "TN": 2268079, + "TP": 0, + "n_pred": 5946, + "n_ref": 3991 + }, + "5": { + "Dice": 0.7990178884601894, + "FN": 2742, + "FP": 696, + "IoU": 0.665303738317757, + "TN": 2267744, + "TP": 6834, + "n_pred": 7530, + "n_ref": 9576 + }, + "6": { + "Dice": 0.9197017904026565, + "FN": 14727, + "FP": 24543, + "IoU": 0.8513406596734567, + "TN": 2013855, + "TP": 224891, + "n_pred": 249434, + "n_ref": 239618 + }, + "7": { + "Dice": 0.7694658695495049, + "FN": 7643, + "FP": 14684, + "IoU": 0.6253104651943344, + "TN": 2218428, + "TP": 37261, + "n_pred": 51945, + "n_ref": 44904 + }, + "8": { + "Dice": 0.9539487908082899, + "FN": 965, + "FP": 2017, + "IoU": 0.9119522853430967, + "TN": 2244148, + "TP": 30886, + "n_pred": 32903, + "n_ref": 31851 + }, + "9": { + "Dice": 0.25772403187473786, + "FN": 31054, + "FP": 11422, + "IoU": 0.14792377131394183, + "TN": 2228166, + "TP": 7374, + "n_pred": 18796, + "n_ref": 38428 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0006.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0006.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 154, + "IoU": 0.0, + "TN": 1051238, + "TP": 0, + "n_pred": 154, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.015435501653803748, + "FN": 892, + "FP": 1, + "IoU": 0.0077777777777777776, + "TN": 1050492, + "TP": 7, + "n_pred": 8, + "n_ref": 899 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.36796536796536794, + "FN": 765, + "FP": 111, + "IoU": 0.22546419098143236, + "TN": 1050261, + "TP": 255, + "n_pred": 366, + "n_ref": 1020 + }, + "14": { + "Dice": 0.7477421522609023, + "FN": 191, + "FP": 24584, + "IoU": 0.5971151657072234, + "TN": 989898, + "TP": 36719, + "n_pred": 61303, + "n_ref": 36910 + }, + "15": { + "Dice": 0.7216985563523628, + "FN": 3472, + "FP": 5415, + "IoU": 0.5645761881430671, + "TN": 1030982, + "TP": 11523, + "n_pred": 16938, + "n_ref": 14995 + }, + "2": { + "Dice": 0.8224880242160637, + "FN": 6539, + "FP": 23662, + "IoU": 0.6984965258365945, + "TN": 951224, + "TP": 69967, + "n_pred": 93629, + "n_ref": 76506 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 38046, + "IoU": 0.0, + "TN": 1013346, + "TP": 0, + "n_pred": 38046, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9659169993773122, + "FN": 1286, + "FP": 2436, + "IoU": 0.9340807254308131, + "TN": 994929, + "TP": 52741, + "n_pred": 55177, + "n_ref": 54027 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7647058823529411, + "FN": 6, + "FP": 2, + "IoU": 0.6190476190476191, + "TN": 1051371, + "TP": 13, + "n_pred": 15, + "n_ref": 19 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0016.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0016.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8889872390646898, + "FN": 1238, + "FP": 267, + "IoU": 0.8001593413889257, + "TN": 1394325, + "TP": 6026, + "n_pred": 6293, + "n_ref": 7264 + }, + "10": { + "Dice": 0.7354467326090481, + "FN": 7115, + "FP": 5937, + "IoU": 0.581586202474835, + "TN": 1370662, + "TP": 18142, + "n_pred": 24079, + "n_ref": 25257 + }, + "11": { + "Dice": 0.013636363636363636, + "FN": 0, + "FP": 434, + "IoU": 0.006864988558352402, + "TN": 1401419, + "TP": 3, + "n_pred": 437, + "n_ref": 3 + }, + "12": { + "Dice": 0.6578308754900131, + "FN": 1730, + "FP": 103, + "IoU": 0.49012517385257304, + "TN": 1398261, + "TP": 1762, + "n_pred": 1865, + "n_ref": 3492 + }, + "13": { + "Dice": 0.7827944269190326, + "FN": 5484, + "FP": 1126, + "IoU": 0.6431078235516441, + "TN": 1383335, + "TP": 11911, + "n_pred": 13037, + "n_ref": 17395 + }, + "14": { + "Dice": 0.947665988820091, + "FN": 1697, + "FP": 4042, + "IoU": 0.9005372616984402, + "TN": 1344156, + "TP": 51961, + "n_pred": 56003, + "n_ref": 53658 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 4491, + "IoU": 0.0, + "TN": 1397365, + "TP": 0, + "n_pred": 4491, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.7418879056047197, + "FN": 102, + "FP": 248, + "IoU": 0.5896834701055099, + "TN": 1401003, + "TP": 503, + "n_pred": 751, + "n_ref": 605 + }, + "4": { + "Dice": 0.884455085572404, + "FN": 694, + "FP": 609, + "IoU": 0.792845786963434, + "TN": 1395566, + "TP": 4987, + "n_pred": 5596, + "n_ref": 5681 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9466375798145215, + "FN": 2432, + "FP": 2925, + "IoU": 0.8986817468273032, + "TN": 1348983, + "TP": 47516, + "n_pred": 50441, + "n_ref": 49948 + }, + "7": { + "Dice": 0.8348753499533396, + "FN": 1408, + "FP": 4785, + "IoU": 0.7165545333882558, + "TN": 1380007, + "TP": 15656, + "n_pred": 20441, + "n_ref": 17064 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.6231046931407942, + "FN": 137, + "FP": 907, + "IoU": 0.45254326166754066, + "TN": 1399949, + "TP": 863, + "n_pred": 1770, + "n_ref": 1000 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0066.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0066.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8030282455187399, + "FN": 3570, + "FP": 2232, + "IoU": 0.6708832038119008, + "TN": 1384227, + "TP": 11827, + "n_pred": 14059, + "n_ref": 15397 + }, + "10": { + "Dice": 0.5390593975151756, + "FN": 7605, + "FP": 520, + "IoU": 0.3689810500155328, + "TN": 1388980, + "TP": 4751, + "n_pred": 5271, + "n_ref": 12356 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 39, + "IoU": 0.0, + "TN": 1401817, + "TP": 0, + "n_pred": 39, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 902, + "FP": 0, + "IoU": 0.0, + "TN": 1400954, + "TP": 0, + "n_pred": 0, + "n_ref": 902 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.7867100371747212, + "FN": 316, + "FP": 602, + "IoU": 0.6484105706625813, + "TN": 1399245, + "TP": 1693, + "n_pred": 2295, + "n_ref": 2009 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.32621203336158067, + "FN": 2246, + "FP": 315001, + "IoU": 0.19489447878917074, + "TN": 1007812, + "TP": 76797, + "n_pred": 391798, + "n_ref": 79043 + }, + "7": { + "Dice": 0.12438706817741087, + "FN": 316070, + "FP": 0, + "IoU": 0.0663180905116389, + "TN": 1063336, + "TP": 22450, + "n_pred": 22450, + "n_ref": 338520 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 157, + "IoU": 0.0, + "TN": 1401699, + "TP": 0, + "n_pred": 157, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0069.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0069.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8411354581673307, + "FN": 535, + "FP": 103, + "IoU": 0.725827245380318, + "TN": 1399529, + "TP": 1689, + "n_pred": 1792, + "n_ref": 2224 + }, + "10": { + "Dice": 0.83370576754448, + "FN": 4976, + "FP": 903, + "IoU": 0.7148331393092744, + "TN": 1381240, + "TP": 14737, + "n_pred": 15640, + "n_ref": 19713 + }, + "11": { + "Dice": 0.5626911314984709, + "FN": 139, + "FP": 4, + "IoU": 0.39148936170212767, + "TN": 1401621, + "TP": 92, + "n_pred": 96, + "n_ref": 231 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8242350949328818, + "FN": 348, + "FP": 6919, + "IoU": 0.7010203241997861, + "TN": 1377550, + "TP": 17039, + "n_pred": 23958, + "n_ref": 17387 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.47510150744387925, + "FN": 188, + "FP": 11059, + "IoU": 0.31156271041194833, + "TN": 1385519, + "TP": 5090, + "n_pred": 16149, + "n_ref": 5278 + }, + "3": { + "Dice": 0.8749898632459729, + "FN": 14939, + "FP": 2018, + "IoU": 0.7777617593478461, + "TN": 1325555, + "TP": 59344, + "n_pred": 61362, + "n_ref": 74283 + }, + "4": { + "Dice": 0.9402483186756337, + "FN": 1464, + "FP": 1308, + "IoU": 0.8872345618745423, + "TN": 1377274, + "TP": 21810, + "n_pred": 23118, + "n_ref": 23274 + }, + "5": { + "Dice": 0.7404580152671756, + "FN": 50, + "FP": 18, + "IoU": 0.5878787878787879, + "TN": 1401691, + "TP": 97, + "n_pred": 115, + "n_ref": 147 + }, + "6": { + "Dice": 0.9545189645961828, + "FN": 10016, + "FP": 4968, + "IoU": 0.9129950063871792, + "TN": 1229636, + "TP": 157236, + "n_pred": 162204, + "n_ref": 167252 + }, + "7": { + "Dice": 0.9774883666194303, + "FN": 1933, + "FP": 2658, + "IoU": 0.9559679662398696, + "TN": 1297591, + "TP": 99674, + "n_pred": 102332, + "n_ref": 101607 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 1401854, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "9": { + "Dice": 0.8331268524471905, + "FN": 2369, + "FP": 8272, + "IoU": 0.713982367487367, + "TN": 1364652, + "TP": 26563, + "n_pred": 34835, + "n_ref": 28932 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0078.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0078.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.7203187250996016, + "FN": 180, + "FP": 1224, + "IoU": 0.5628891656288917, + "TN": 1048180, + "TP": 1808, + "n_pred": 3032, + "n_ref": 1988 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8261538769064705, + "FN": 600, + "FP": 8097, + "IoU": 0.7038008310060623, + "TN": 1022030, + "TP": 20665, + "n_pred": 28762, + "n_ref": 21265 + }, + "15": { + "Dice": 0.8079081348247799, + "FN": 3543, + "FP": 1626, + "IoU": 0.6777230500654654, + "TN": 1035353, + "TP": 10870, + "n_pred": 12496, + "n_ref": 14413 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8785879629629629, + "FN": 4165, + "FP": 4227, + "IoU": 0.7834657859428218, + "TN": 1012636, + "TP": 30364, + "n_pred": 34591, + "n_ref": 34529 + }, + "7": { + "Dice": 0.8249964971276447, + "FN": 9958, + "FP": 34, + "IoU": 0.7021225852611496, + "TN": 1017848, + "TP": 23552, + "n_pred": 23586, + "n_ref": 33510 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7740298990771224, + "FN": 903, + "FP": 3284, + "IoU": 0.631361155132946, + "TN": 1040034, + "TP": 7171, + "n_pred": 10455, + "n_ref": 8074 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0086.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0086.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7692307692307693, + "FN": 0, + "FP": 12, + "IoU": 0.625, + "TN": 1226592, + "TP": 20, + "n_pred": 32, + "n_ref": 20 + }, + "10": { + "Dice": 0.8591433278418451, + "FN": 335, + "FP": 7, + "IoU": 0.7530685920577618, + "TN": 1225239, + "TP": 1043, + "n_pred": 1050, + "n_ref": 1378 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 41, + "IoU": 0.0, + "TN": 1226583, + "TP": 0, + "n_pred": 41, + "n_ref": 0 + }, + "14": { + "Dice": 0.8484987544250688, + "FN": 3837, + "FP": 785, + "IoU": 0.7368630799886137, + "TN": 1209059, + "TP": 12943, + "n_pred": 13728, + "n_ref": 16780 + }, + "15": { + "Dice": 0.7300137048880767, + "FN": 780, + "FP": 993, + "IoU": 0.5748201438848921, + "TN": 1222454, + "TP": 2397, + "n_pred": 3390, + "n_ref": 3177 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.6179295624332978, + "FN": 610, + "FP": 106, + "IoU": 0.4471042471042471, + "TN": 1225329, + "TP": 579, + "n_pred": 685, + "n_ref": 1189 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9836291132690025, + "FN": 1239, + "FP": 1450, + "IoU": 0.9677856047536899, + "TN": 1143152, + "TP": 80783, + "n_pred": 82233, + "n_ref": 82022 + }, + "7": { + "Dice": 0.4316230535995567, + "FN": 30959, + "FP": 60332, + "IoU": 0.2752036457754418, + "TN": 1100670, + "TP": 34663, + "n_pred": 94995, + "n_ref": 65622 + }, + "8": { + "Dice": 0.5906018667524944, + "FN": 5086, + "FP": 2, + "IoU": 0.41904544416533457, + "TN": 1217866, + "TP": 3670, + "n_pred": 3672, + "n_ref": 8756 + }, + "9": { + "Dice": 0.5670982001894538, + "FN": 2734, + "FP": 8, + "IoU": 0.3957690612604672, + "TN": 1222086, + "TP": 1796, + "n_pred": 1804, + "n_ref": 4530 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0105.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0105.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9684626274402502, + "FN": 2540, + "FP": 111, + "IoU": 0.9388536500980279, + "TN": 1708965, + "TP": 40704, + "n_pred": 40815, + "n_ref": 43244 + }, + "10": { + "Dice": 0.6491440894999326, + "FN": 4350, + "FP": 856, + "IoU": 0.48054280582718023, + "TN": 1742298, + "TP": 4816, + "n_pred": 5672, + "n_ref": 9166 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6614030546207611, + "FN": 1233, + "FP": 1383, + "IoU": 0.4941017211371108, + "TN": 1747149, + "TP": 2555, + "n_pred": 3938, + "n_ref": 3788 + }, + "13": { + "Dice": 0.4287366959740861, + "FN": 2075, + "FP": 2863, + "IoU": 0.2728611397437785, + "TN": 1745529, + "TP": 1853, + "n_pred": 4716, + "n_ref": 3928 + }, + "14": { + "Dice": 0.9661306610735648, + "FN": 697, + "FP": 1047, + "IoU": 0.9344804267788714, + "TN": 1725702, + "TP": 24874, + "n_pred": 25921, + "n_ref": 25571 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.5398927509172619, + "FN": 1189, + "FP": 20004, + "IoU": 0.36976239331489574, + "TN": 1718693, + "TP": 12434, + "n_pred": 32438, + "n_ref": 13623 + }, + "3": { + "Dice": 0.9241354659994638, + "FN": 44, + "FP": 805, + "IoU": 0.858970099667774, + "TN": 1746300, + "TP": 5171, + "n_pred": 5976, + "n_ref": 5215 + }, + "4": { + "Dice": 0.9320112493114145, + "FN": 655, + "FP": 1690, + "IoU": 0.8726789010750353, + "TN": 1733902, + "TP": 16073, + "n_pred": 17763, + "n_ref": 16728 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 43, + "IoU": 0.0, + "TN": 1752277, + "TP": 0, + "n_pred": 43, + "n_ref": 0 + }, + "6": { + "Dice": 0.9718991692924663, + "FN": 3287, + "FP": 637, + "IoU": 0.9453344849683765, + "TN": 1680538, + "TP": 67858, + "n_pred": 68495, + "n_ref": 71145 + }, + "7": { + "Dice": 0.9263186607112415, + "FN": 3125, + "FP": 1197, + "IoU": 0.8627500793902826, + "TN": 1720830, + "TP": 27168, + "n_pred": 28365, + "n_ref": 30293 + }, + "8": { + "Dice": 0.9637953690697358, + "FN": 318, + "FP": 481, + "IoU": 0.9301206926709813, + "TN": 1740886, + "TP": 10635, + "n_pred": 11116, + "n_ref": 10953 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0118.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0118.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.42960707554008987, + "FN": 7834, + "FP": 34, + "IoU": 0.2735666143477057, + "TN": 2442417, + "TP": 2963, + "n_pred": 2997, + "n_ref": 10797 + }, + "10": { + "Dice": 0.712, + "FN": 134, + "FP": 10, + "IoU": 0.5527950310559007, + "TN": 2452926, + "TP": 178, + "n_pred": 188, + "n_ref": 312 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 826, + "IoU": 0.0, + "TN": 2452422, + "TP": 0, + "n_pred": 826, + "n_ref": 0 + }, + "13": { + "Dice": 0.29315593640771226, + "FN": 155, + "FP": 6114, + "IoU": 0.1717532038578412, + "TN": 2445679, + "TP": 1300, + "n_pred": 7414, + "n_ref": 1455 + }, + "14": { + "Dice": 0.5376984126984127, + "FN": 270, + "FP": 196, + "IoU": 0.3677069199457259, + "TN": 2452511, + "TP": 271, + "n_pred": 467, + "n_ref": 541 + }, + "15": { + "Dice": 0.41240470727555323, + "FN": 677, + "FP": 7262, + "IoU": 0.25976689976689976, + "TN": 2442523, + "TP": 2786, + "n_pred": 10048, + "n_ref": 3463 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 28, + "IoU": 0.0, + "TN": 2453220, + "TP": 0, + "n_pred": 28, + "n_ref": 0 + }, + "4": { + "Dice": 0.8148148148148148, + "FN": 1431, + "FP": 4244, + "IoU": 0.6875, + "TN": 2435088, + "TP": 12485, + "n_pred": 16729, + "n_ref": 13916 + }, + "5": { + "Dice": 0.8290163087595012, + "FN": 665, + "FP": 1652, + "IoU": 0.7079657171666247, + "TN": 2445314, + "TP": 5617, + "n_pred": 7269, + "n_ref": 6282 + }, + "6": { + "Dice": 0.9346415240970383, + "FN": 9151, + "FP": 8342, + "IoU": 0.8773023777793365, + "TN": 2310678, + "TP": 125077, + "n_pred": 133419, + "n_ref": 134228 + }, + "7": { + "Dice": 0.8481133072613889, + "FN": 723, + "FP": 714, + "IoU": 0.7362818865846944, + "TN": 2447799, + "TP": 4012, + "n_pred": 4726, + "n_ref": 4735 + }, + "8": { + "Dice": 0.9553341970562623, + "FN": 2049, + "FP": 54, + "IoU": 0.9144878623998699, + "TN": 2428655, + "TP": 22490, + "n_pred": 22544, + "n_ref": 24539 + }, + "9": { + "Dice": 0.5148755312689739, + "FN": 472, + "FP": 327, + "IoU": 0.3466884709730172, + "TN": 2452025, + "TP": 424, + "n_pred": 751, + "n_ref": 896 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0124.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0124.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 861, + "FP": 32, + "IoU": 0.0, + "TN": 700035, + "TP": 0, + "n_pred": 32, + "n_ref": 861 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 24, + "IoU": 0.0, + "TN": 700904, + "TP": 0, + "n_pred": 24, + "n_ref": 0 + }, + "15": { + "Dice": 0.6744118252280678, + "FN": 37756, + "FP": 218, + "IoU": 0.5087642135492801, + "TN": 623625, + "TP": 39329, + "n_pred": 39547, + "n_ref": 77085 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0133.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0133.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9537079838869444, + "FN": 2201, + "FP": 603, + "IoU": 0.9115122443827316, + "TN": 844472, + "TP": 28884, + "n_pred": 29487, + "n_ref": 31085 + }, + "10": { + "Dice": 0.7486365889935548, + "FN": 894, + "FP": 120, + "IoU": 0.598256735340729, + "TN": 873636, + "TP": 1510, + "n_pred": 1630, + "n_ref": 2404 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 6, + "FP": 14, + "IoU": 0.0, + "TN": 876140, + "TP": 0, + "n_pred": 14, + "n_ref": 6 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.684981684981685, + "FN": 879, + "FP": 153, + "IoU": 0.520891364902507, + "TN": 874006, + "TP": 1122, + "n_pred": 1275, + "n_ref": 2001 + }, + "15": { + "Dice": 0.5618753407232419, + "FN": 353, + "FP": 2058, + "IoU": 0.39070002527167047, + "TN": 872203, + "TP": 1546, + "n_pred": 3604, + "n_ref": 1899 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 132, + "IoU": 0.0, + "TN": 876028, + "TP": 0, + "n_pred": 132, + "n_ref": 0 + }, + "3": { + "Dice": 0.954673344212481, + "FN": 3320, + "FP": 3124, + "IoU": 0.9132775280596452, + "TN": 801854, + "TP": 67862, + "n_pred": 70986, + "n_ref": 71182 + }, + "4": { + "Dice": 0.8114215398383533, + "FN": 913, + "FP": 5830, + "IoU": 0.6826823529411765, + "TN": 854910, + "TP": 14507, + "n_pred": 20337, + "n_ref": 15420 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9533322701770155, + "FN": 4849, + "FP": 1589, + "IoU": 0.9108260845476204, + "TN": 803964, + "TP": 65758, + "n_pred": 67347, + "n_ref": 70607 + }, + "7": { + "Dice": 0.0, + "FN": 858, + "FP": 19, + "IoU": 0.0, + "TN": 875283, + "TP": 0, + "n_pred": 19, + "n_ref": 858 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0138.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0138.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7147695413255579, + "FN": 759, + "FP": 11958, + "IoU": 0.5561411469058671, + "TN": 1548437, + "TP": 15934, + "n_pred": 27892, + "n_ref": 16693 + }, + "10": { + "Dice": 0.7850117627051387, + "FN": 5062, + "FP": 2523, + "IoU": 0.6461064713292586, + "TN": 1555655, + "TP": 13848, + "n_pred": 16371, + "n_ref": 18910 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.44972817187397657, + "FN": 1822, + "FP": 6579, + "IoU": 0.2900963326009802, + "TN": 1565254, + "TP": 3433, + "n_pred": 10012, + "n_ref": 5255 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 4927, + "IoU": 0.0, + "TN": 1572161, + "TP": 0, + "n_pred": 4927, + "n_ref": 0 + }, + "3": { + "Dice": 0.5533240997229917, + "FN": 5685, + "FP": 765, + "IoU": 0.38247965533748207, + "TN": 1566643, + "TP": 3995, + "n_pred": 4760, + "n_ref": 9680 + }, + "4": { + "Dice": 0.4957892103727174, + "FN": 560, + "FP": 5487, + "IoU": 0.3296008869179601, + "TN": 1568068, + "TP": 2973, + "n_pred": 8460, + "n_ref": 3533 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.883364312267658, + "FN": 1241, + "FP": 3277, + "IoU": 0.7910944652517686, + "TN": 1555461, + "TP": 17109, + "n_pred": 20386, + "n_ref": 18350 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 773, + "IoU": 0.0, + "TN": 1576315, + "TP": 0, + "n_pred": 773, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.11873840445269017, + "FN": 0, + "FP": 950, + "IoU": 0.0631163708086785, + "TN": 1576074, + "TP": 64, + "n_pred": 1014, + "n_ref": 64 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0160.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0160.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9769110583878248, + "FN": 739, + "FP": 59, + "IoU": 0.9548642533936652, + "TN": 1033712, + "TP": 16882, + "n_pred": 16941, + "n_ref": 17621 + }, + "10": { + "Dice": 0.8443342748986377, + "FN": 960, + "FP": 7141, + "IoU": 0.7306042366399521, + "TN": 1021321, + "TP": 21970, + "n_pred": 29111, + "n_ref": 22930 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 9, + "IoU": 0.0, + "TN": 1051383, + "TP": 0, + "n_pred": 9, + "n_ref": 0 + }, + "12": { + "Dice": 0.48484848484848486, + "FN": 289, + "FP": 0, + "IoU": 0.32, + "TN": 1050967, + "TP": 136, + "n_pred": 136, + "n_ref": 425 + }, + "13": { + "Dice": 0.7704724176668835, + "FN": 6941, + "FP": 823, + "IoU": 0.6266410194758355, + "TN": 1030597, + "TP": 13031, + "n_pred": 13854, + "n_ref": 19972 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 9082, + "IoU": 0.0, + "TN": 1042310, + "TP": 0, + "n_pred": 9082, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8050632911392405, + "FN": 77, + "FP": 0, + "IoU": 0.673728813559322, + "TN": 1051156, + "TP": 159, + "n_pred": 159, + "n_ref": 236 + }, + "3": { + "Dice": 0.971775986158338, + "FN": 1671, + "FP": 678, + "IoU": 0.9451014303075629, + "TN": 1008604, + "TP": 40439, + "n_pred": 41117, + "n_ref": 42110 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9834471855496172, + "FN": 1007, + "FP": 4605, + "IoU": 0.9674334393352058, + "TN": 879068, + "TP": 166712, + "n_pred": 171317, + "n_ref": 167719 + }, + "7": { + "Dice": 0.9070623201396424, + "FN": 3044, + "FP": 896, + "IoU": 0.8299305045970562, + "TN": 1028225, + "TP": 19227, + "n_pred": 20123, + "n_ref": 22271 + }, + "8": { + "Dice": 0.9331259720062208, + "FN": 21, + "FP": 22, + "IoU": 0.8746355685131195, + "TN": 1051049, + "TP": 300, + "n_pred": 322, + "n_ref": 321 + }, + "9": { + "Dice": 0.9407509616992809, + "FN": 1010, + "FP": 1824, + "IoU": 0.8881301069750918, + "TN": 1026059, + "TP": 22499, + "n_pred": 24323, + "n_ref": 23509 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0170.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0170.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 4749, + "IoU": 0.0, + "TN": 2273267, + "TP": 0, + "n_pred": 4749, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 107, + "IoU": 0.0, + "TN": 2277909, + "TP": 0, + "n_pred": 107, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7235294117647059, + "FN": 56, + "FP": 38, + "IoU": 0.5668202764976958, + "TN": 2277799, + "TP": 123, + "n_pred": 161, + "n_ref": 179 + }, + "13": { + "Dice": 0.37012784533832244, + "FN": 6798, + "FP": 1282, + "IoU": 0.2270901090491678, + "TN": 2267562, + "TP": 2374, + "n_pred": 3656, + "n_ref": 9172 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 63293, + "IoU": 0.0, + "TN": 2214723, + "TP": 0, + "n_pred": 63293, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 873, + "FP": 13346, + "IoU": 0.0, + "TN": 2263797, + "TP": 0, + "n_pred": 13346, + "n_ref": 873 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 5066, + "IoU": 0.0, + "TN": 2272950, + "TP": 0, + "n_pred": 5066, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1919, + "IoU": 0.0, + "TN": 2276097, + "TP": 0, + "n_pred": 1919, + "n_ref": 0 + }, + "5": { + "Dice": 0.27481700269680237, + "FN": 5011, + "FP": 6283, + "IoU": 0.15929730534464792, + "TN": 2264582, + "TP": 2140, + "n_pred": 8423, + "n_ref": 7151 + }, + "6": { + "Dice": 0.9195972304873096, + "FN": 6278, + "FP": 10746, + "IoU": 0.8511614894342493, + "TN": 2163637, + "TP": 97355, + "n_pred": 108101, + "n_ref": 103633 + }, + "7": { + "Dice": 0.5408202436856802, + "FN": 12694, + "FP": 74625, + "IoU": 0.3706330500717164, + "TN": 2139275, + "TP": 51422, + "n_pred": 126047, + "n_ref": 64116 + }, + "8": { + "Dice": 0.9566783846651625, + "FN": 1384, + "FP": 1093, + "IoU": 0.9169544372548363, + "TN": 2248189, + "TP": 27350, + "n_pred": 28443, + "n_ref": 28734 + }, + "9": { + "Dice": 0.6966683751922091, + "FN": 1168, + "FP": 1791, + "IoU": 0.5345288658172094, + "TN": 2271659, + "TP": 3398, + "n_pred": 5189, + "n_ref": 4566 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0171.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0171.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.956822982678496, + "FN": 428, + "FP": 594, + "IoU": 0.9172201522760408, + "TN": 1039046, + "TP": 11324, + "n_pred": 11918, + "n_ref": 11752 + }, + "10": { + "Dice": 0.6232318902700386, + "FN": 66, + "FP": 813, + "IoU": 0.4526774595267746, + "TN": 1049786, + "TP": 727, + "n_pred": 1540, + "n_ref": 793 + }, + "11": { + "Dice": 0.664381427235899, + "FN": 319, + "FP": 758, + "IoU": 0.4974335044330378, + "TN": 1049249, + "TP": 1066, + "n_pred": 1824, + "n_ref": 1385 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 1636, + "IoU": 0.0, + "TN": 1049756, + "TP": 0, + "n_pred": 1636, + "n_ref": 0 + }, + "13": { + "Dice": 0.7604092653119227, + "FN": 2206, + "FP": 1166, + "IoU": 0.6134357445832855, + "TN": 1042669, + "TP": 5351, + "n_pred": 6517, + "n_ref": 7557 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.442809364548495, + "FN": 61, + "FP": 772, + "IoU": 0.28436426116838487, + "TN": 1050228, + "TP": 331, + "n_pred": 1103, + "n_ref": 392 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 271, + "IoU": 0.0, + "TN": 1051121, + "TP": 0, + "n_pred": 271, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.2388747982476366, + "FN": 3127, + "FP": 174, + "IoU": 0.13563760146635245, + "TN": 1047573, + "TP": 518, + "n_pred": 692, + "n_ref": 3645 + }, + "6": { + "Dice": 0.967853899410612, + "FN": 5177, + "FP": 3566, + "IoU": 0.9377101738387005, + "TN": 911032, + "TP": 131617, + "n_pred": 135183, + "n_ref": 136794 + }, + "7": { + "Dice": 0.9515815545503019, + "FN": 510, + "FP": 2305, + "IoU": 0.9076352659382485, + "TN": 1020915, + "TP": 27662, + "n_pred": 29967, + "n_ref": 28172 + }, + "8": { + "Dice": 0.8784480419643664, + "FN": 9762, + "FP": 990, + "IoU": 0.7832432868317071, + "TN": 1001788, + "TP": 38852, + "n_pred": 39842, + "n_ref": 48614 + }, + "9": { + "Dice": 0.839234097037655, + "FN": 4203, + "FP": 4084, + "IoU": 0.7230003008323027, + "TN": 1021475, + "TP": 21630, + "n_pred": 25714, + "n_ref": 25833 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0180.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0180.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 7780, + "IoU": 0.0, + "TN": 2270236, + "TP": 0, + "n_pred": 7780, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7170670907293591, + "FN": 3159, + "FP": 3424, + "IoU": 0.55892797319933, + "TN": 2263091, + "TP": 8342, + "n_pred": 11766, + "n_ref": 11501 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9478205015176514, + "FN": 3002, + "FP": 1141, + "IoU": 0.9008163558449642, + "TN": 2236245, + "TP": 37628, + "n_pred": 38769, + "n_ref": 40630 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2780, + "IoU": 0.0, + "TN": 2275236, + "TP": 0, + "n_pred": 2780, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8647405764665066, + "FN": 17910, + "FP": 21856, + "IoU": 0.7617118682662001, + "TN": 2111134, + "TP": 127116, + "n_pred": 148972, + "n_ref": 145026 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 20385, + "IoU": 0.0, + "TN": 2257631, + "TP": 0, + "n_pred": 20385, + "n_ref": 0 + }, + "8": { + "Dice": 0.9342199856218548, + "FN": 405, + "FP": 693, + "IoU": 0.8765598650927487, + "TN": 2269121, + "TP": 7797, + "n_pred": 8490, + "n_ref": 8202 + }, + "9": { + "Dice": 0.8757333846301818, + "FN": 1586, + "FP": 998, + "IoU": 0.7789374625716485, + "TN": 2266327, + "TP": 9105, + "n_pred": 10103, + "n_ref": 10691 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0190.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0190.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 2711, + "IoU": 0.0, + "TN": 1048681, + "TP": 0, + "n_pred": 2711, + "n_ref": 0 + }, + "14": { + "Dice": 0.9249474237644585, + "FN": 195, + "FP": 947, + "IoU": 0.8603741288666096, + "TN": 1043213, + "TP": 7037, + "n_pred": 7984, + "n_ref": 7232 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 196, + "IoU": 0.0, + "TN": 1051196, + "TP": 0, + "n_pred": 196, + "n_ref": 0 + }, + "8": { + "Dice": 0.9652256450081974, + "FN": 36, + "FP": 367, + "IoU": 0.9327885256837892, + "TN": 1045396, + "TP": 5593, + "n_pred": 5960, + "n_ref": 5629 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 1051384, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0199.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0199.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9774689524651535, + "FN": 2142, + "FP": 1120, + "IoU": 0.9559308295055391, + "TN": 802140, + "TP": 70758, + "n_pred": 71878, + "n_ref": 72900 + }, + "10": { + "Dice": 0.7820345875311265, + "FN": 93, + "FP": 9448, + "IoU": 0.642082754998687, + "TN": 849503, + "TP": 17116, + "n_pred": 26564, + "n_ref": 17209 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 90, + "FP": 0, + "IoU": 0.0, + "TN": 876070, + "TP": 0, + "n_pred": 0, + "n_ref": 90 + }, + "13": { + "Dice": 0.5129200033022373, + "FN": 9846, + "FP": 1954, + "IoU": 0.344917559540332, + "TN": 858147, + "TP": 6213, + "n_pred": 8167, + "n_ref": 16059 + }, + "14": { + "Dice": 0.015189669413163038, + "FN": 97770, + "FP": 0, + "IoU": 0.007652957654987617, + "TN": 777636, + "TP": 754, + "n_pred": 754, + "n_ref": 98524 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 9, + "IoU": 0.0, + "TN": 876151, + "TP": 0, + "n_pred": 9, + "n_ref": 0 + }, + "2": { + "Dice": 0.9333628794833645, + "FN": 1507, + "FP": 598, + "IoU": 0.8750519380305098, + "TN": 859313, + "TP": 14742, + "n_pred": 15340, + "n_ref": 16249 + }, + "3": { + "Dice": 0.9230013749754469, + "FN": 487, + "FP": 1081, + "IoU": 0.8570125843516323, + "TN": 865194, + "TP": 9398, + "n_pred": 10479, + "n_ref": 9885 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 2712, + "IoU": 0.0, + "TN": 873448, + "TP": 0, + "n_pred": 2712, + "n_ref": 0 + }, + "7": { + "Dice": 0.01402859445422798, + "FN": 1874, + "FP": 31159, + "IoU": 0.007063845136467476, + "TN": 842892, + "TP": 235, + "n_pred": 31394, + "n_ref": 2109 + }, + "8": { + "Dice": 0.9579983922829582, + "FN": 59, + "FP": 359, + "IoU": 0.9193828351012536, + "TN": 870975, + "TP": 4767, + "n_pred": 5126, + "n_ref": 4826 + }, + "9": { + "Dice": 0.9544275455314966, + "FN": 611, + "FP": 1058, + "IoU": 0.9128277446986316, + "TN": 857014, + "TP": 17477, + "n_pred": 18535, + "n_ref": 18088 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0268.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0268.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.42950376059532813, + "FN": 775, + "FP": 27897, + "IoU": 0.27348283288990244, + "TN": 1537623, + "TP": 10793, + "n_pred": 38690, + "n_ref": 11568 + }, + "10": { + "Dice": 0.6793326414943721, + "FN": 937, + "FP": 3080, + "IoU": 0.5143858800773694, + "TN": 1568816, + "TP": 4255, + "n_pred": 7335, + "n_ref": 5192 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 5037, + "FP": 3, + "IoU": 0.0, + "TN": 1572048, + "TP": 0, + "n_pred": 3, + "n_ref": 5037 + }, + "14": { + "Dice": 0.702514506769826, + "FN": 216, + "FP": 553, + "IoU": 0.5414430530709601, + "TN": 1575411, + "TP": 908, + "n_pred": 1461, + "n_ref": 1124 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 5676, + "IoU": 0.0, + "TN": 1571412, + "TP": 0, + "n_pred": 5676, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 9078, + "FP": 15, + "IoU": 0.0, + "TN": 1567995, + "TP": 0, + "n_pred": 15, + "n_ref": 9078 + }, + "6": { + "Dice": 0.8474189156929668, + "FN": 1067, + "FP": 22582, + "IoU": 0.7352358347980879, + "TN": 1487767, + "TP": 65672, + "n_pred": 88254, + "n_ref": 66739 + }, + "7": { + "Dice": 0.9064217320061085, + "FN": 10676, + "FP": 6114, + "IoU": 0.8288585815342588, + "TN": 1478982, + "TP": 81316, + "n_pred": 87430, + "n_ref": 91992 + }, + "8": { + "Dice": 0.9228843510700963, + "FN": 1462, + "FP": 1680, + "IoU": 0.8568108280545048, + "TN": 1555145, + "TP": 18801, + "n_pred": 20481, + "n_ref": 20263 + }, + "9": { + "Dice": 0.6404799850004688, + "FN": 6889, + "FP": 781, + "IoU": 0.47110743345745415, + "TN": 1562586, + "TP": 6832, + "n_pred": 7613, + "n_ref": 13721 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0281.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0281.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9693389421251651, + "FN": 1413, + "FP": 606, + "IoU": 0.9405021512347498, + "TN": 2068850, + "TP": 31915, + "n_pred": 32521, + "n_ref": 33328 + }, + "10": { + "Dice": 0.47111030610396665, + "FN": 407, + "FP": 5433, + "IoU": 0.308138846108281, + "TN": 2094343, + "TP": 2601, + "n_pred": 8034, + "n_ref": 3008 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 46, + "FP": 393, + "IoU": 0.0, + "TN": 2102345, + "TP": 0, + "n_pred": 393, + "n_ref": 46 + }, + "13": { + "Dice": 0.012320328542094456, + "FN": 12, + "FP": 469, + "IoU": 0.006198347107438017, + "TN": 2102300, + "TP": 3, + "n_pred": 472, + "n_ref": 15 + }, + "14": { + "Dice": 0.9526248399487837, + "FN": 3010, + "FP": 1245, + "IoU": 0.9095354523227384, + "TN": 2055749, + "TP": 42780, + "n_pred": 44025, + "n_ref": 45790 + }, + "15": { + "Dice": 0.9046846846846847, + "FN": 218, + "FP": 4014, + "IoU": 0.8259582168119757, + "TN": 2078468, + "TP": 20084, + "n_pred": 24098, + "n_ref": 20302 + }, + "2": { + "Dice": 0.36125545624610267, + "FN": 123, + "FP": 21388, + "IoU": 0.2204464738711314, + "TN": 2075190, + "TP": 6083, + "n_pred": 27471, + "n_ref": 6206 + }, + "3": { + "Dice": 0.7767568640901131, + "FN": 23683, + "FP": 1051, + "IoU": 0.634997934006257, + "TN": 2035020, + "TP": 43030, + "n_pred": 44081, + "n_ref": 66713 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7101214574898785, + "FN": 284, + "FP": 4012, + "IoU": 0.5505335844318895, + "TN": 2093226, + "TP": 5262, + "n_pred": 9274, + "n_ref": 5546 + }, + "6": { + "Dice": 0.9781965484409286, + "FN": 1776, + "FP": 4613, + "IoU": 0.9573235899217143, + "TN": 1953076, + "TP": 143319, + "n_pred": 147932, + "n_ref": 145095 + }, + "7": { + "Dice": 0.9903830980976593, + "FN": 724, + "FP": 1470, + "IoU": 0.9809494039091059, + "TN": 1987617, + "TP": 112973, + "n_pred": 114443, + "n_ref": 113697 + }, + "8": { + "Dice": 0.9173029418369638, + "FN": 3947, + "FP": 4891, + "IoU": 0.8472387866217267, + "TN": 2044929, + "TP": 49017, + "n_pred": 53908, + "n_ref": 52964 + }, + "9": { + "Dice": 0.850993762349386, + "FN": 5180, + "FP": 2512, + "IoU": 0.7406345887985973, + "TN": 2073127, + "TP": 21965, + "n_pred": 24477, + "n_ref": 27145 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0297.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0297.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9199620373299588, + "FN": 36, + "FP": 217, + "IoU": 0.8517867603983597, + "TN": 1224917, + "TP": 1454, + "n_pred": 1671, + "n_ref": 1490 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.6965174129353234, + "FN": 45, + "FP": 16, + "IoU": 0.5343511450381679, + "TN": 1226493, + "TP": 70, + "n_pred": 86, + "n_ref": 115 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 316, + "IoU": 0.0, + "TN": 1226308, + "TP": 0, + "n_pred": 316, + "n_ref": 0 + }, + "13": { + "Dice": 0.25117739403453687, + "FN": 448, + "FP": 29, + "IoU": 0.1436265709156194, + "TN": 1226067, + "TP": 80, + "n_pred": 109, + "n_ref": 528 + }, + "14": { + "Dice": 0.7981317024128687, + "FN": 7706, + "FP": 1932, + "IoU": 0.6640758425987243, + "TN": 1197933, + "TP": 19053, + "n_pred": 20985, + "n_ref": 26759 + }, + "15": { + "Dice": 0.6230605040637057, + "FN": 17044, + "FP": 1322, + "IoU": 0.45249664629602027, + "TN": 1193079, + "TP": 15179, + "n_pred": 16501, + "n_ref": 32223 + }, + "2": { + "Dice": 0.9720872347990992, + "FN": 1426, + "FP": 458, + "IoU": 0.9456904006918421, + "TN": 1191934, + "TP": 32806, + "n_pred": 33264, + "n_ref": 34232 + }, + "3": { + "Dice": 0.4573355817875211, + "FN": 381, + "FP": 1228, + "IoU": 0.29645824223874073, + "TN": 1224337, + "TP": 678, + "n_pred": 1906, + "n_ref": 1059 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.854875283446712, + "FN": 951, + "FP": 585, + "IoU": 0.7465346534653465, + "TN": 1220564, + "TP": 4524, + "n_pred": 5109, + "n_ref": 5475 + }, + "6": { + "Dice": 0.950720320484836, + "FN": 6534, + "FP": 1142, + "IoU": 0.906069505628977, + "TN": 1144904, + "TP": 74044, + "n_pred": 75186, + "n_ref": 80578 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 325, + "IoU": 0.0, + "TN": 1226299, + "TP": 0, + "n_pred": 325, + "n_ref": 0 + }, + "8": { + "Dice": 0.9616535218928475, + "FN": 1197, + "FP": 636, + "IoU": 0.9261393399685699, + "TN": 1201807, + "TP": 22984, + "n_pred": 23620, + "n_ref": 24181 + }, + "9": { + "Dice": 0.9252939340339195, + "FN": 1792, + "FP": 2516, + "IoU": 0.8609739568206022, + "TN": 1195637, + "TP": 26679, + "n_pred": 29195, + "n_ref": 28471 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0302.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0302.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 152, + "IoU": 0.0, + "TN": 1576936, + "TP": 0, + "n_pred": 152, + "n_ref": 0 + }, + "10": { + "Dice": 0.5021948523606505, + "FN": 10986, + "FP": 4777, + "IoU": 0.335287172134604, + "TN": 1553374, + "TP": 7951, + "n_pred": 12728, + "n_ref": 18937 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 129, + "IoU": 0.0, + "TN": 1576959, + "TP": 0, + "n_pred": 129, + "n_ref": 0 + }, + "13": { + "Dice": 0.0420747188973522, + "FN": 10305, + "FP": 259, + "IoU": 0.021489440533530937, + "TN": 1566292, + "TP": 232, + "n_pred": 491, + "n_ref": 10537 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 162, + "IoU": 0.0, + "TN": 1576926, + "TP": 0, + "n_pred": 162, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 417, + "IoU": 0.0, + "TN": 1576671, + "TP": 0, + "n_pred": 417, + "n_ref": 0 + }, + "3": { + "Dice": 0.9689683631361761, + "FN": 1801, + "FP": 455, + "IoU": 0.9398046854154437, + "TN": 1539610, + "TP": 35222, + "n_pred": 35677, + "n_ref": 37023 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7869372483630892, + "FN": 4325, + "FP": 914, + "IoU": 0.6487193241249832, + "TN": 1562174, + "TP": 9675, + "n_pred": 10589, + "n_ref": 14000 + }, + "6": { + "Dice": 0.9881911816820421, + "FN": 1452, + "FP": 2680, + "IoU": 0.9766580047452266, + "TN": 1400068, + "TP": 172888, + "n_pred": 175568, + "n_ref": 174340 + }, + "7": { + "Dice": 0.9142470304907229, + "FN": 19240, + "FP": 2801, + "IoU": 0.8420396316336403, + "TN": 1437553, + "TP": 117494, + "n_pred": 120295, + "n_ref": 136734 + }, + "8": { + "Dice": 0.9719823725412919, + "FN": 282, + "FP": 1282, + "IoU": 0.9454919318300631, + "TN": 1548395, + "TP": 27129, + "n_pred": 28411, + "n_ref": 27411 + }, + "9": { + "Dice": 0.8792838367306453, + "FN": 1982, + "FP": 2886, + "IoU": 0.7845731734301014, + "TN": 1554491, + "TP": 17729, + "n_pred": 20615, + "n_ref": 19711 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0307.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0307.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9308563340410474, + "FN": 295, + "FP": 1659, + "IoU": 0.87065598729066, + "TN": 1561981, + "TP": 13153, + "n_pred": 14812, + "n_ref": 13448 + }, + "10": { + "Dice": 0.8740857301046129, + "FN": 1832, + "FP": 2489, + "IoU": 0.7763341787877219, + "TN": 1557769, + "TP": 14998, + "n_pred": 17487, + "n_ref": 16830 + }, + "11": { + "Dice": 0.5185185185185185, + "FN": 182, + "FP": 442, + "IoU": 0.35, + "TN": 1576128, + "TP": 336, + "n_pred": 778, + "n_ref": 518 + }, + "12": { + "Dice": 0.1746987951807229, + "FN": 3836, + "FP": 0, + "IoU": 0.09570957095709572, + "TN": 1572846, + "TP": 406, + "n_pred": 406, + "n_ref": 4242 + }, + "13": { + "Dice": 0.8731814780946047, + "FN": 4191, + "FP": 1911, + "IoU": 0.7749087019071157, + "TN": 1549979, + "TP": 21007, + "n_pred": 22918, + "n_ref": 25198 + }, + "14": { + "Dice": 0.9096422073984233, + "FN": 231, + "FP": 67, + "IoU": 0.8342602892102335, + "TN": 1575290, + "TP": 1500, + "n_pred": 1567, + "n_ref": 1731 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9021739130434783, + "FN": 11, + "FP": 7, + "IoU": 0.8217821782178217, + "TN": 1576987, + "TP": 83, + "n_pred": 90, + "n_ref": 94 + }, + "3": { + "Dice": 0.9462115991440282, + "FN": 1293, + "FP": 190, + "IoU": 0.8979142286776347, + "TN": 1562561, + "TP": 13044, + "n_pred": 13234, + "n_ref": 14337 + }, + "4": { + "Dice": 0.7682306146015996, + "FN": 5171, + "FP": 248, + "IoU": 0.6236805555555556, + "TN": 1562688, + "TP": 8981, + "n_pred": 9229, + "n_ref": 14152 + }, + "5": { + "Dice": 0.6127450980392157, + "FN": 918, + "FP": 30, + "IoU": 0.4416961130742049, + "TN": 1575390, + "TP": 750, + "n_pred": 780, + "n_ref": 1668 + }, + "6": { + "Dice": 0.9387984466866283, + "FN": 4132, + "FP": 3165, + "IoU": 0.8846561181101118, + "TN": 1513825, + "TP": 55966, + "n_pred": 59131, + "n_ref": 60098 + }, + "7": { + "Dice": 0.9613830112420609, + "FN": 484, + "FP": 1790, + "IoU": 0.9256376716808371, + "TN": 1546508, + "TP": 28306, + "n_pred": 30096, + "n_ref": 28790 + }, + "8": { + "Dice": 0.9506363027461487, + "FN": 661, + "FP": 813, + "IoU": 0.9059168953852046, + "TN": 1561421, + "TP": 14193, + "n_pred": 15006, + "n_ref": 14854 + }, + "9": { + "Dice": 0.9229068070237516, + "FN": 2326, + "FP": 2903, + "IoU": 0.8568495400788436, + "TN": 1540560, + "TP": 31299, + "n_pred": 34202, + "n_ref": 33625 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0332.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0332.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5852417302798982, + "FN": 0, + "FP": 163, + "IoU": 0.4136690647482014, + "TN": 525418, + "TP": 115, + "n_pred": 278, + "n_ref": 115 + }, + "10": { + "Dice": 0.9218168279970216, + "FN": 457, + "FP": 173, + "IoU": 0.8549723756906077, + "TN": 521352, + "TP": 3714, + "n_pred": 3887, + "n_ref": 4171 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7090439276485788, + "FN": 993, + "FP": 696, + "IoU": 0.5492393915132106, + "TN": 521949, + "TP": 2058, + "n_pred": 2754, + "n_ref": 3051 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 89, + "IoU": 0.0, + "TN": 525607, + "TP": 0, + "n_pred": 89, + "n_ref": 0 + }, + "3": { + "Dice": 0.9086320040383644, + "FN": 354, + "FP": 8, + "IoU": 0.8325624421831638, + "TN": 523534, + "TP": 1800, + "n_pred": 1808, + "n_ref": 2154 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 444, + "IoU": 0.0, + "TN": 525252, + "TP": 0, + "n_pred": 444, + "n_ref": 0 + }, + "6": { + "Dice": 0.9479401852033638, + "FN": 2307, + "FP": 4057, + "IoU": 0.9010325951729286, + "TN": 461392, + "TP": 57940, + "n_pred": 61997, + "n_ref": 60247 + }, + "7": { + "Dice": 0.9366683289152515, + "FN": 5594, + "FP": 1645, + "IoU": 0.8808806832206151, + "TN": 464925, + "TP": 53532, + "n_pred": 55177, + "n_ref": 59126 + }, + "8": { + "Dice": 0.93349598163031, + "FN": 3240, + "FP": 1394, + "IoU": 0.8752859488117986, + "TN": 488539, + "TP": 32523, + "n_pred": 33917, + "n_ref": 35763 + }, + "9": { + "Dice": 0.0, + "FN": 31, + "FP": 0, + "IoU": 0.0, + "TN": 525665, + "TP": 0, + "n_pred": 0, + "n_ref": 31 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0351.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0351.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5019634336866107, + "FN": 527, + "FP": 11268, + "IoU": 0.3350808952026608, + "TN": 2085045, + "TP": 5944, + "n_pred": 17212, + "n_ref": 6471 + }, + "10": { + "Dice": 0.0, + "FN": 63, + "FP": 3, + "IoU": 0.0, + "TN": 2102718, + "TP": 0, + "n_pred": 3, + "n_ref": 63 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6991260923845194, + "FN": 1018, + "FP": 910, + "IoU": 0.5374280230326296, + "TN": 2098616, + "TP": 2240, + "n_pred": 3150, + "n_ref": 3258 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0002813731007315701, + "FN": 7106, + "FP": 0, + "IoU": 0.0001407063458561981, + "TN": 2095677, + "TP": 1, + "n_pred": 1, + "n_ref": 7107 + }, + "3": { + "Dice": 0.3577188940092166, + "FN": 314, + "FP": 8606, + "IoU": 0.21781830936513505, + "TN": 2091380, + "TP": 2484, + "n_pred": 11090, + "n_ref": 2798 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 120, + "FP": 0, + "IoU": 0.0, + "TN": 2102664, + "TP": 0, + "n_pred": 0, + "n_ref": 120 + }, + "6": { + "Dice": 0.8327218720439898, + "FN": 27890, + "FP": 9954, + "IoU": 0.7133877112065374, + "TN": 1970745, + "TP": 94195, + "n_pred": 104149, + "n_ref": 122085 + }, + "7": { + "Dice": 0.8354604072038878, + "FN": 31991, + "FP": 19811, + "IoU": 0.7174169194178359, + "TN": 1919468, + "TP": 131514, + "n_pred": 151325, + "n_ref": 163505 + }, + "8": { + "Dice": 0.916510964696627, + "FN": 223, + "FP": 626, + "IoU": 0.8458885460156108, + "TN": 2097275, + "TP": 4660, + "n_pred": 5286, + "n_ref": 4883 + }, + "9": { + "Dice": 0.2641509433962264, + "FN": 39, + "FP": 0, + "IoU": 0.15217391304347827, + "TN": 2102738, + "TP": 7, + "n_pred": 7, + "n_ref": 46 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0362.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0362.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 375, + "IoU": 0.0, + "TN": 2102409, + "TP": 0, + "n_pred": 375, + "n_ref": 0 + }, + "10": { + "Dice": 0.38925729442970824, + "FN": 5403, + "FP": 123, + "IoU": 0.24166323589954714, + "TN": 2095497, + "TP": 1761, + "n_pred": 1884, + "n_ref": 7164 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5929543076386466, + "FN": 1579, + "FP": 755, + "IoU": 0.421417947446703, + "TN": 2098750, + "TP": 1700, + "n_pred": 2455, + "n_ref": 3279 + }, + "13": { + "Dice": 0.0, + "FN": 663, + "FP": 540, + "IoU": 0.0, + "TN": 2101581, + "TP": 0, + "n_pred": 540, + "n_ref": 663 + }, + "14": { + "Dice": 0.9518582986816233, + "FN": 1640, + "FP": 4334, + "IoU": 0.9081389448433872, + "TN": 2037751, + "TP": 59059, + "n_pred": 63393, + "n_ref": 60699 + }, + "15": { + "Dice": 0.9334652381654003, + "FN": 883, + "FP": 2278, + "IoU": 0.8752318926386422, + "TN": 2077449, + "TP": 22174, + "n_pred": 24452, + "n_ref": 23057 + }, + "2": { + "Dice": 0.6666666666666666, + "FN": 3, + "FP": 8, + "IoU": 0.5, + "TN": 2102762, + "TP": 11, + "n_pred": 19, + "n_ref": 14 + }, + "3": { + "Dice": 0.7281866219873695, + "FN": 388, + "FP": 1721, + "IoU": 0.5725577624645318, + "TN": 2097850, + "TP": 2825, + "n_pred": 4546, + "n_ref": 3213 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1426, + "IoU": 0.0, + "TN": 2101358, + "TP": 0, + "n_pred": 1426, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.960962402806119, + "FN": 2371, + "FP": 556, + "IoU": 0.9248581624008421, + "TN": 2063831, + "TP": 36026, + "n_pred": 36582, + "n_ref": 38397 + }, + "7": { + "Dice": 0.10473360794111689, + "FN": 1946, + "FP": 24570, + "IoU": 0.05526062635835679, + "TN": 2074717, + "TP": 1551, + "n_pred": 26121, + "n_ref": 3497 + }, + "8": { + "Dice": 0.9671089998450974, + "FN": 654, + "FP": 1257, + "IoU": 0.9363127374525095, + "TN": 2072778, + "TP": 28095, + "n_pred": 29352, + "n_ref": 28749 + }, + "9": { + "Dice": 0.4782608695652174, + "FN": 6, + "FP": 42, + "IoU": 0.3142857142857143, + "TN": 2102714, + "TP": 22, + "n_pred": 64, + "n_ref": 28 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0378.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0378.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8075519809030368, + "FN": 7136, + "FP": 7053, + "IoU": 0.6772219568234036, + "TN": 1357897, + "TP": 29770, + "n_pred": 36823, + "n_ref": 36906 + }, + "11": { + "Dice": 0.6459627329192547, + "FN": 432, + "FP": 24, + "IoU": 0.47706422018348627, + "TN": 1400984, + "TP": 416, + "n_pred": 440, + "n_ref": 848 + }, + "12": { + "Dice": 0.018497109826589597, + "FN": 547, + "FP": 302, + "IoU": 0.009334889148191364, + "TN": 1400999, + "TP": 8, + "n_pred": 310, + "n_ref": 555 + }, + "13": { + "Dice": 0.816869918699187, + "FN": 7204, + "FP": 5410, + "IoU": 0.6904311973887648, + "TN": 1361109, + "TP": 28133, + "n_pred": 33543, + "n_ref": 35337 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7033672587444658, + "FN": 3161, + "FP": 13656, + "IoU": 0.5424568085974697, + "TN": 1365101, + "TP": 19938, + "n_pred": 33594, + "n_ref": 23099 + }, + "3": { + "Dice": 0.8134481777065564, + "FN": 17068, + "FP": 627, + "IoU": 0.6855563848313608, + "TN": 1345582, + "TP": 38579, + "n_pred": 39206, + "n_ref": 55647 + }, + "4": { + "Dice": 0.6059490953695186, + "FN": 1211, + "FP": 74, + "IoU": 0.4346678398592169, + "TN": 1399583, + "TP": 988, + "n_pred": 1062, + "n_ref": 2199 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9630618154349742, + "FN": 1746, + "FP": 1188, + "IoU": 0.9287552814336361, + "TN": 1360674, + "TP": 38248, + "n_pred": 39436, + "n_ref": 39994 + }, + "7": { + "Dice": 0.651240270163855, + "FN": 201, + "FP": 11314, + "IoU": 0.48284379771849456, + "TN": 1379590, + "TP": 10751, + "n_pred": 22065, + "n_ref": 10952 + }, + "8": { + "Dice": 0.9366413080504145, + "FN": 194, + "FP": 922, + "IoU": 0.8808328884143086, + "TN": 1392491, + "TP": 8249, + "n_pred": 9171, + "n_ref": 8443 + }, + "9": { + "Dice": 0.9207622868605817, + "FN": 155, + "FP": 319, + "IoU": 0.8531598513011153, + "TN": 1398628, + "TP": 2754, + "n_pred": 3073, + "n_ref": 2909 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0383.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0383.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9684822907296404, + "FN": 1991, + "FP": 1758, + "IoU": 0.9388906094638869, + "TN": 1866203, + "TP": 57600, + "n_pred": 59358, + "n_ref": 59591 + }, + "10": { + "Dice": 0.8894398453586586, + "FN": 1449, + "FP": 1182, + "IoU": 0.8008929922809142, + "TN": 1914338, + "TP": 10583, + "n_pred": 11765, + "n_ref": 12032 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.4785553047404063, + "FN": 111, + "FP": 120, + "IoU": 0.314540059347181, + "TN": 1927215, + "TP": 106, + "n_pred": 226, + "n_ref": 217 + }, + "13": { + "Dice": 0.7234292690646832, + "FN": 9126, + "FP": 3107, + "IoU": 0.5666973646925475, + "TN": 1899320, + "TP": 15999, + "n_pred": 19106, + "n_ref": 25125 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9582214628590026, + "FN": 2139, + "FP": 1969, + "IoU": 0.9197938224842829, + "TN": 1876334, + "TP": 47110, + "n_pred": 49079, + "n_ref": 49249 + }, + "3": { + "Dice": 0.8998006885305309, + "FN": 77, + "FP": 476, + "IoU": 0.8178524374176548, + "TN": 1924516, + "TP": 2483, + "n_pred": 2959, + "n_ref": 2560 + }, + "4": { + "Dice": 0.9208232075183115, + "FN": 2854, + "FP": 1805, + "IoU": 0.8532644641113666, + "TN": 1895801, + "TP": 27092, + "n_pred": 28897, + "n_ref": 29946 + }, + "5": { + "Dice": 0.2077922077922078, + "FN": 46, + "FP": 15, + "IoU": 0.11594202898550725, + "TN": 1927483, + "TP": 8, + "n_pred": 23, + "n_ref": 54 + }, + "6": { + "Dice": 0.9405361093726586, + "FN": 9957, + "FP": 3535, + "IoU": 0.8877472065760901, + "TN": 1807359, + "TP": 106701, + "n_pred": 110236, + "n_ref": 116658 + }, + "7": { + "Dice": 0.84365873846298, + "FN": 5173, + "FP": 14849, + "IoU": 0.7295932148452272, + "TN": 1853508, + "TP": 54022, + "n_pred": 68871, + "n_ref": 59195 + }, + "8": { + "Dice": 0.8745980707395499, + "FN": 81, + "FP": 153, + "IoU": 0.7771428571428571, + "TN": 1926502, + "TP": 816, + "n_pred": 969, + "n_ref": 897 + }, + "9": { + "Dice": 0.8246586031993758, + "FN": 1699, + "FP": 548, + "IoU": 0.7016332492364892, + "TN": 1920021, + "TP": 5284, + "n_pred": 5832, + "n_ref": 6983 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0390.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0390.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.3708838821490468, + "FN": 363, + "FP": 0, + "IoU": 0.2276595744680851, + "TN": 1927082, + "TP": 107, + "n_pred": 107, + "n_ref": 470 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 1257, + "FP": 428, + "IoU": 0.0, + "TN": 1925867, + "TP": 0, + "n_pred": 428, + "n_ref": 1257 + }, + "13": { + "Dice": 0.6152867862139133, + "FN": 3024, + "FP": 1, + "IoU": 0.4443423952975753, + "TN": 1922108, + "TP": 2419, + "n_pred": 2420, + "n_ref": 5443 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9581950158039358, + "FN": 1195, + "FP": 4069, + "IoU": 0.9197450869783964, + "TN": 1861961, + "TP": 60327, + "n_pred": 64396, + "n_ref": 61522 + }, + "3": { + "Dice": 0.9418179276277466, + "FN": 1657, + "FP": 840, + "IoU": 0.8900339102479412, + "TN": 1904845, + "TP": 20210, + "n_pred": 21050, + "n_ref": 21867 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8825411334552102, + "FN": 1478, + "FP": 1606, + "IoU": 0.7897750511247443, + "TN": 1912882, + "TP": 11586, + "n_pred": 13192, + "n_ref": 13064 + }, + "6": { + "Dice": 0.9164349213585594, + "FN": 1222, + "FP": 611, + "IoU": 0.845759003702457, + "TN": 1915668, + "TP": 10051, + "n_pred": 10662, + "n_ref": 11273 + }, + "7": { + "Dice": 0.47283702213279677, + "FN": 1543, + "FP": 2649, + "IoU": 0.3096179183135705, + "TN": 1921480, + "TP": 1880, + "n_pred": 4529, + "n_ref": 3423 + }, + "8": { + "Dice": 0.9506335955798451, + "FN": 2772, + "FP": 516, + "IoU": 0.9059119784810851, + "TN": 1892606, + "TP": 31658, + "n_pred": 32174, + "n_ref": 34430 + }, + "9": { + "Dice": 0.9001943256898562, + "FN": 3411, + "FP": 1725, + "IoU": 0.8185030744222207, + "TN": 1899254, + "TP": 23162, + "n_pred": 24887, + "n_ref": 26573 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0402.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0402.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8689126084056037, + "FN": 831, + "FP": 741, + "IoU": 0.7682099675611914, + "TN": 1920770, + "TP": 5210, + "n_pred": 5951, + "n_ref": 6041 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 10239, + "IoU": 0.0, + "TN": 1917313, + "TP": 0, + "n_pred": 10239, + "n_ref": 0 + }, + "15": { + "Dice": 0.6408908908908909, + "FN": 2767, + "FP": 103, + "IoU": 0.4715522003314307, + "TN": 1922121, + "TP": 2561, + "n_pred": 2664, + "n_ref": 5328 + }, + "2": { + "Dice": 0.9428099173553719, + "FN": 1015, + "FP": 196, + "IoU": 0.8918073796122576, + "TN": 1916359, + "TP": 9982, + "n_pred": 10178, + "n_ref": 10997 + }, + "3": { + "Dice": 0.9402114531782249, + "FN": 3722, + "FP": 3720, + "IoU": 0.8871689130797338, + "TN": 1861595, + "TP": 58515, + "n_pred": 62235, + "n_ref": 62237 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9884344716197508, + "FN": 562, + "FP": 1042, + "IoU": 0.9771334074644313, + "TN": 1857406, + "TP": 68542, + "n_pred": 69584, + "n_ref": 69104 + }, + "7": { + "Dice": 0.08713601179506082, + "FN": 49006, + "FP": 526, + "IoU": 0.04555264374903654, + "TN": 1875656, + "TP": 2364, + "n_pred": 2890, + "n_ref": 51370 + }, + "8": { + "Dice": 0.8670284938941656, + "FN": 155, + "FP": 237, + "IoU": 0.7652694610778443, + "TN": 1925882, + "TP": 1278, + "n_pred": 1515, + "n_ref": 1433 + }, + "9": { + "Dice": 0.944505236829764, + "FN": 95, + "FP": 1680, + "IoU": 0.894845971563981, + "TN": 1910672, + "TP": 15105, + "n_pred": 16785, + "n_ref": 15200 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0404.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0404.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": 0.5772053892767471, + "FN": 2518.3444444444444, + "FP": 1892.042222222222, + "IoU": 0.4912129220265285, + "TN": 1413218.7088888888, + "TP": 13432.237777777778, + "n_pred": 15324.280000000002, + "n_ref": 15950.582222222225 + }, + "mean": { + "1": { + "Dice": 0.6924654821562253, + "FN": 441.9, + "FP": 1123.2666666666667, + "IoU": 0.6537168378024462, + "TN": 1416716.0, + "TP": 12780.166666666666, + "n_pred": 13903.433333333332, + "n_ref": 13222.066666666668 + }, + "10": { + "Dice": 0.5342742327725132, + "FN": 2793.766666666667, + "FP": 2298.9, + "IoU": 0.4287220271415891, + "TN": 1418542.7333333334, + "TP": 7425.933333333333, + "n_pred": 9724.833333333334, + "n_ref": 10219.7 + }, + "11": { + "Dice": 0.49103552605973516, + "FN": 296.23333333333335, + "FP": 138.0, + "IoU": 0.3576484993637575, + "TN": 1430219.3666666667, + "TP": 407.73333333333335, + "n_pred": 545.7333333333333, + "n_ref": 703.9666666666667 + }, + "12": { + "Dice": 0.3384617671013939, + "FN": 297.8666666666667, + "FP": 165.8, + "IoU": 0.247197982068869, + "TN": 1430268.4666666666, + "TP": 329.2, + "n_pred": 495.0, + "n_ref": 627.0666666666667 + }, + "13": { + "Dice": 0.4346642658230253, + "FN": 3963.2, + "FP": 2364.233333333333, + "IoU": 0.34121947144687925, + "TN": 1419747.0333333334, + "TP": 4986.866666666667, + "n_pred": 7351.1, + "n_ref": 8950.066666666668 + }, + "14": { + "Dice": 0.5547163707980486, + "FN": 2156.9666666666667, + "FP": 1023.8333333333334, + "IoU": 0.4911957815154979, + "TN": 1415745.2666666666, + "TP": 12135.266666666666, + "n_pred": 13159.1, + "n_ref": 14292.233333333334 + }, + "15": { + "Dice": 0.5011064237705325, + "FN": 473.06666666666666, + "FP": 1371.2666666666667, + "IoU": 0.3965588553171298, + "TN": 1427624.5333333334, + "TP": 1592.4666666666667, + "n_pred": 2963.733333333333, + "n_ref": 2065.5333333333333 + }, + "2": { + "Dice": 0.7028164852158609, + "FN": 4593.733333333334, + "FP": 579.9666666666667, + "IoU": 0.6121392938981058, + "TN": 1413466.4333333333, + "TP": 12421.2, + "n_pred": 13001.166666666666, + "n_ref": 17014.933333333334 + }, + "3": { + "Dice": 0.5962449563913547, + "FN": 2764.733333333333, + "FP": 2936.8333333333335, + "IoU": 0.5387528172127904, + "TN": 1412149.6666666667, + "TP": 13210.1, + "n_pred": 16146.933333333332, + "n_ref": 15974.833333333334 + }, + "4": { + "Dice": 0.37947189990369823, + "FN": 482.3, + "FP": 1624.6, + "IoU": 0.3223490893815667, + "TN": 1425013.9666666666, + "TP": 3940.4666666666667, + "n_pred": 5565.066666666667, + "n_ref": 4422.766666666666 + }, + "5": { + "Dice": 0.4534488364773487, + "FN": 735.3333333333334, + "FP": 513.6333333333333, + "IoU": 0.34016454886458897, + "TN": 1428681.8666666667, + "TP": 1130.5, + "n_pred": 1644.1333333333334, + "n_ref": 1865.8333333333333 + }, + "6": { + "Dice": 0.8823487101973503, + "FN": 3099.3333333333335, + "FP": 6576.233333333334, + "IoU": 0.8216295754312531, + "TN": 1335244.4, + "TP": 86141.36666666667, + "n_pred": 92717.6, + "n_ref": 89240.7 + }, + "7": { + "Dice": 0.5688042787956523, + "FN": 12404.5, + "FP": 5489.4, + "IoU": 0.4814679388322301, + "TN": 1387211.4666666666, + "TP": 25955.966666666667, + "n_pred": 31445.366666666665, + "n_ref": 38360.46666666667 + }, + "8": { + "Dice": 0.7763835353609543, + "FN": 1101.0, + "FP": 838.1, + "IoU": 0.6960514518856982, + "TN": 1418811.9666666666, + "TP": 10310.266666666666, + "n_pred": 11148.366666666667, + "n_ref": 11411.266666666666 + }, + "9": { + "Dice": 0.7518380683275129, + "FN": 2171.233333333333, + "FP": 1336.5666666666666, + "IoU": 0.6393796602355251, + "TN": 1418837.4666666666, + "TP": 8716.066666666668, + "n_pred": 10052.633333333333, + "n_ref": 10887.3 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9213662542053943, + "FN": 1041, + "FP": 338, + "IoU": 0.8541975047578769, + "TN": 1742862, + "TP": 8079, + "n_pred": 8417, + "n_ref": 9120 + }, + "10": { + "Dice": 0.724365250310032, + "FN": 3901, + "FP": 4545, + "IoU": 0.567846909537454, + "TN": 1732776, + "TP": 11098, + "n_pred": 15643, + "n_ref": 14999 + }, + "11": { + "Dice": 0.5555555555555556, + "FN": 64, + "FP": 24, + "IoU": 0.38461538461538464, + "TN": 1752177, + "TP": 55, + "n_pred": 79, + "n_ref": 119 + }, + "12": { + "Dice": 0.42829076620825146, + "FN": 1112, + "FP": 52, + "IoU": 0.2725, + "TN": 1750720, + "TP": 436, + "n_pred": 488, + "n_ref": 1548 + }, + "13": { + "Dice": 0.6176987358045853, + "FN": 5730, + "FP": 3191, + "IoU": 0.4468625992063492, + "TN": 1736192, + "TP": 7207, + "n_pred": 10398, + "n_ref": 12937 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9282740199544347, + "FN": 1897, + "FP": 2668, + "IoU": 0.8661486585544641, + "TN": 1718215, + "TP": 29540, + "n_pred": 32208, + "n_ref": 31437 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 139, + "IoU": 0.0, + "TN": 1752181, + "TP": 0, + "n_pred": 139, + "n_ref": 0 + }, + "6": { + "Dice": 0.6343143666884674, + "FN": 7080, + "FP": 1307, + "IoU": 0.46446587063405914, + "TN": 1736659, + "TP": 7274, + "n_pred": 8581, + "n_ref": 14354 + }, + "7": { + "Dice": 0.8214771953710007, + "FN": 721, + "FP": 1377, + "IoU": 0.6970397111913358, + "TN": 1745395, + "TP": 4827, + "n_pred": 6204, + "n_ref": 5548 + }, + "8": { + "Dice": 0.9202209191990463, + "FN": 5939, + "FP": 619, + "IoU": 0.8522307345651194, + "TN": 1707940, + "TP": 37822, + "n_pred": 38441, + "n_ref": 43761 + }, + "9": { + "Dice": 0.8717092047112558, + "FN": 2549, + "FP": 3518, + "IoU": 0.7725926758874021, + "TN": 1725641, + "TP": 20612, + "n_pred": 24130, + "n_ref": 23161 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0001.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0001.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.010707911957168352, + "FN": 17, + "FP": 8298, + "IoU": 0.005382775119617225, + "TN": 1043032, + "TP": 45, + "n_pred": 8343, + "n_ref": 62 + }, + "10": { + "Dice": 0.0, + "FN": 40, + "FP": 0, + "IoU": 0.0, + "TN": 1051352, + "TP": 0, + "n_pred": 0, + "n_ref": 40 + }, + "11": { + "Dice": 0.5898566703417861, + "FN": 723, + "FP": 21, + "IoU": 0.418295543393276, + "TN": 1050113, + "TP": 535, + "n_pred": 556, + "n_ref": 1258 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 17, + "FP": 0, + "IoU": 0.0, + "TN": 1051375, + "TP": 0, + "n_pred": 0, + "n_ref": 17 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.22696011004126548, + "FN": 5620, + "FP": 0, + "IoU": 0.12800620636152055, + "TN": 1044947, + "TP": 825, + "n_pred": 825, + "n_ref": 6445 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 5043, + "IoU": 0.0, + "TN": 1046349, + "TP": 0, + "n_pred": 5043, + "n_ref": 0 + }, + "4": { + "Dice": 0.845242432127678, + "FN": 2556, + "FP": 6365, + "IoU": 0.7319652675540066, + "TN": 1018109, + "TP": 24362, + "n_pred": 30727, + "n_ref": 26918 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8493280353978405, + "FN": 26681, + "FP": 14386, + "IoU": 0.7381148246637715, + "TN": 894579, + "TP": 115746, + "n_pred": 130132, + "n_ref": 142427 + }, + "7": { + "Dice": 0.8039125186394944, + "FN": 2314, + "FP": 8732, + "IoU": 0.6721184956513996, + "TN": 1017703, + "TP": 22643, + "n_pred": 31375, + "n_ref": 24957 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.6852149640462393, + "FN": 9502, + "FP": 873, + "IoU": 0.5211612129044169, + "TN": 1029725, + "TP": 11292, + "n_pred": 12165, + "n_ref": 20794 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0017.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0017.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8905003625815808, + "FN": 1444, + "FP": 368, + "IoU": 0.8026143790849674, + "TN": 1392676, + "TP": 7368, + "n_pred": 7736, + "n_ref": 8812 + }, + "10": { + "Dice": 0.42170095662429563, + "FN": 1282, + "FP": 3131, + "IoU": 0.26718698106941213, + "TN": 1395834, + "TP": 1609, + "n_pred": 4740, + "n_ref": 2891 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.48430141287284145, + "FN": 830, + "FP": 484, + "IoU": 0.31952356292076645, + "TN": 1399925, + "TP": 617, + "n_pred": 1101, + "n_ref": 1447 + }, + "13": { + "Dice": 0.4917157789391749, + "FN": 1908, + "FP": 2663, + "IoU": 0.32601002654084343, + "TN": 1395074, + "TP": 2211, + "n_pred": 4874, + "n_ref": 4119 + }, + "14": { + "Dice": 0.9074643787980393, + "FN": 26706, + "FP": 64, + "IoU": 0.8306039283183153, + "TN": 1243824, + "TP": 131262, + "n_pred": 131326, + "n_ref": 157968 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8337819650067295, + "FN": 510, + "FP": 478, + "IoU": 0.7149451817657242, + "TN": 1398390, + "TP": 2478, + "n_pred": 2956, + "n_ref": 2988 + }, + "3": { + "Dice": 0.9491594535985024, + "FN": 3023, + "FP": 2463, + "IoU": 0.9032383236912657, + "TN": 1345160, + "TP": 51210, + "n_pred": 53673, + "n_ref": 54233 + }, + "4": { + "Dice": 0.8598508082866697, + "FN": 878, + "FP": 6205, + "IoU": 0.7541563985977578, + "TN": 1373045, + "TP": 21728, + "n_pred": 27933, + "n_ref": 22606 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.980364404304554, + "FN": 2611, + "FP": 4381, + "IoU": 0.9614850721604055, + "TN": 1220316, + "TP": 174548, + "n_pred": 178929, + "n_ref": 177159 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 1401853, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "8": { + "Dice": 0.9811320754716981, + "FN": 1, + "FP": 0, + "IoU": 0.9629629629629629, + "TN": 1401829, + "TP": 26, + "n_pred": 26, + "n_ref": 27 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0019.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0019.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9708957474615462, + "FN": 1207, + "FP": 2267, + "IoU": 0.9434376984320813, + "TN": 1690901, + "TP": 57945, + "n_pred": 60212, + "n_ref": 59152 + }, + "10": { + "Dice": 0.8088712664212109, + "FN": 2290, + "FP": 6483, + "IoU": 0.6790796356586312, + "TN": 1724983, + "TP": 18564, + "n_pred": 25047, + "n_ref": 20854 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1044, + "IoU": 0.0, + "TN": 1751276, + "TP": 0, + "n_pred": 1044, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9637746911425978, + "FN": 178, + "FP": 341, + "IoU": 0.9300821770173784, + "TN": 1744897, + "TP": 6904, + "n_pred": 7245, + "n_ref": 7082 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6562606040040719, + "FN": 633, + "FP": 1393, + "IoU": 0.48838383838383836, + "TN": 1748360, + "TP": 1934, + "n_pred": 3327, + "n_ref": 2567 + }, + "6": { + "Dice": 0.9572537612452081, + "FN": 4763, + "FP": 1894, + "IoU": 0.918012192869019, + "TN": 1671125, + "TP": 74538, + "n_pred": 76432, + "n_ref": 79301 + }, + "7": { + "Dice": 0.8839364933560192, + "FN": 7157, + "FP": 3962, + "IoU": 0.7920127197904976, + "TN": 1698860, + "TP": 42341, + "n_pred": 46303, + "n_ref": 49498 + }, + "8": { + "Dice": 0.933608498862597, + "FN": 892, + "FP": 1939, + "IoU": 0.8754838142153413, + "TN": 1729584, + "TP": 19905, + "n_pred": 21844, + "n_ref": 20797 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0030.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0030.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9764163597785528, + "FN": 648, + "FP": 319, + "IoU": 0.953919466285442, + "TN": 1556103, + "TP": 20018, + "n_pred": 20337, + "n_ref": 20666 + }, + "10": { + "Dice": 0.8383177570093457, + "FN": 6610, + "FP": 14496, + "IoU": 0.7216411906677394, + "TN": 1501265, + "TP": 54717, + "n_pred": 69213, + "n_ref": 61327 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6943530701754386, + "FN": 1304, + "FP": 926, + "IoU": 0.5318076842326265, + "TN": 1572325, + "TP": 2533, + "n_pred": 3459, + "n_ref": 3837 + }, + "13": { + "Dice": 0.7292660758918428, + "FN": 5113, + "FP": 9185, + "IoU": 0.5738936075100581, + "TN": 1543533, + "TP": 19257, + "n_pred": 28442, + "n_ref": 24370 + }, + "14": { + "Dice": 0.6806133248012601, + "FN": 8694, + "FP": 4283, + "IoU": 0.5158558424115803, + "TN": 1550284, + "TP": 13827, + "n_pred": 18110, + "n_ref": 22521 + }, + "15": { + "Dice": 0.49926154902970976, + "FN": 820, + "FP": 13759, + "IoU": 0.33267725545841537, + "TN": 1555241, + "TP": 7268, + "n_pred": 21027, + "n_ref": 8088 + }, + "2": { + "Dice": 0.39473684210526316, + "FN": 24, + "FP": 22, + "IoU": 0.2459016393442623, + "TN": 1577027, + "TP": 15, + "n_pred": 37, + "n_ref": 39 + }, + "3": { + "Dice": 0.8885218827415359, + "FN": 126, + "FP": 9, + "IoU": 0.799405646359584, + "TN": 1576415, + "TP": 538, + "n_pred": 547, + "n_ref": 664 + }, + "4": { + "Dice": 0.0, + "FN": 24, + "FP": 76, + "IoU": 0.0, + "TN": 1576988, + "TP": 0, + "n_pred": 76, + "n_ref": 24 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9645211954464182, + "FN": 4180, + "FP": 5285, + "IoU": 0.9314736247665107, + "TN": 1438966, + "TP": 128657, + "n_pred": 133942, + "n_ref": 132837 + }, + "7": { + "Dice": 0.9517103358335964, + "FN": 8130, + "FP": 3645, + "IoU": 0.907869616925388, + "TN": 1449280, + "TP": 116033, + "n_pred": 119678, + "n_ref": 124163 + }, + "8": { + "Dice": 0.863164039696439, + "FN": 1116, + "FP": 1228, + "IoU": 0.759268768614563, + "TN": 1567351, + "TP": 7393, + "n_pred": 8621, + "n_ref": 8509 + }, + "9": { + "Dice": 0.776690743957819, + "FN": 1070, + "FP": 6257, + "IoU": 0.6349095620110619, + "TN": 1557019, + "TP": 12742, + "n_pred": 18999, + "n_ref": 13812 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0043.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0043.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9662255993711516, + "FN": 550, + "FP": 2028, + "IoU": 0.9346580828306382, + "TN": 1187170, + "TP": 36876, + "n_pred": 38904, + "n_ref": 37426 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 268, + "IoU": 0.0, + "TN": 1226356, + "TP": 0, + "n_pred": 268, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 3006, + "IoU": 0.0, + "TN": 1223618, + "TP": 0, + "n_pred": 3006, + "n_ref": 0 + }, + "14": { + "Dice": 0.9398763966766259, + "FN": 2601, + "FP": 1806, + "IoU": 0.8865724654466837, + "TN": 1187771, + "TP": 34446, + "n_pred": 36252, + "n_ref": 37047 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 13587, + "IoU": 0.0, + "TN": 1213037, + "TP": 0, + "n_pred": 13587, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.029351814105177332, + "FN": 347, + "FP": 4415, + "IoU": 0.014894497310715763, + "TN": 1221790, + "TP": 72, + "n_pred": 4487, + "n_ref": 419 + }, + "7": { + "Dice": 0.541934126065453, + "FN": 73603, + "FP": 398, + "IoU": 0.3716801385681293, + "TN": 1108848, + "TP": 43775, + "n_pred": 44173, + "n_ref": 117378 + }, + "8": { + "Dice": 0.5577889447236181, + "FN": 92, + "FP": 84, + "IoU": 0.3867595818815331, + "TN": 1226337, + "TP": 111, + "n_pred": 195, + "n_ref": 203 + }, + "9": { + "Dice": 0.7429492344883158, + "FN": 2895, + "FP": 1252, + "IoU": 0.591025641025641, + "TN": 1216484, + "TP": 5993, + "n_pred": 7245, + "n_ref": 8888 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0049.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0049.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9466541447864446, + "FN": 2195, + "FP": 5871, + "IoU": 0.8987116055955998, + "TN": 1322222, + "TP": 71568, + "n_pred": 77439, + "n_ref": 73763 + }, + "10": { + "Dice": 0.5559297570363243, + "FN": 3099, + "FP": 593, + "IoU": 0.38497417957687824, + "TN": 1395853, + "TP": 2311, + "n_pred": 2904, + "n_ref": 5410 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.20178739416745062, + "FN": 25857, + "FP": 1295, + "IoU": 0.11221553753596653, + "TN": 1371272, + "TP": 3432, + "n_pred": 4727, + "n_ref": 29289 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.3515441051015185, + "FN": 18476, + "FP": 527, + "IoU": 0.21325660346112446, + "TN": 1377702, + "TP": 5151, + "n_pred": 5678, + "n_ref": 23627 + }, + "3": { + "Dice": 0.7774061544653895, + "FN": 2445, + "FP": 20782, + "IoU": 0.6358662423377804, + "TN": 1338069, + "TP": 40560, + "n_pred": 61342, + "n_ref": 43005 + }, + "4": { + "Dice": 0.904398813112506, + "FN": 3431, + "FP": 4656, + "IoU": 0.8254817756101772, + "TN": 1355517, + "TP": 38252, + "n_pred": 42908, + "n_ref": 41683 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8918454090175547, + "FN": 2772, + "FP": 25778, + "IoU": 0.8048023410044988, + "TN": 1255594, + "TP": 117712, + "n_pred": 143490, + "n_ref": 120484 + }, + "7": { + "Dice": 0.31436653292820094, + "FN": 160290, + "FP": 3080, + "IoU": 0.1864975625301883, + "TN": 1201033, + "TP": 37453, + "n_pred": 40533, + "n_ref": 197743 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.6523702031602708, + "FN": 796, + "FP": 436, + "IoU": 0.48408710217755446, + "TN": 1399468, + "TP": 1156, + "n_pred": 1592, + "n_ref": 1952 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0050.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0050.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 1577081, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 575, + "FP": 0, + "IoU": 0.0, + "TN": 1576513, + "TP": 0, + "n_pred": 0, + "n_ref": 575 + }, + "11": { + "Dice": 0.22641509433962265, + "FN": 246, + "FP": 0, + "IoU": 0.1276595744680851, + "TN": 1576806, + "TP": 36, + "n_pred": 36, + "n_ref": 282 + }, + "12": { + "Dice": 0.0, + "FN": 27, + "FP": 0, + "IoU": 0.0, + "TN": 1577061, + "TP": 0, + "n_pred": 0, + "n_ref": 27 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9214341012840706, + "FN": 1243, + "FP": 4643, + "IoU": 0.8543141428642146, + "TN": 1536686, + "TP": 34516, + "n_pred": 39159, + "n_ref": 35759 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 632, + "IoU": 0.0, + "TN": 1576456, + "TP": 0, + "n_pred": 632, + "n_ref": 0 + }, + "5": { + "Dice": 0.6625022965276502, + "FN": 3198, + "FP": 476, + "IoU": 0.49532967032967035, + "TN": 1569808, + "TP": 3606, + "n_pred": 4082, + "n_ref": 6804 + }, + "6": { + "Dice": 0.9478865504586623, + "FN": 5079, + "FP": 12856, + "IoU": 0.9009356841430812, + "TN": 1396044, + "TP": 163109, + "n_pred": 175965, + "n_ref": 168188 + }, + "7": { + "Dice": 0.0, + "FN": 2344, + "FP": 59, + "IoU": 0.0, + "TN": 1574685, + "TP": 0, + "n_pred": 59, + "n_ref": 2344 + }, + "8": { + "Dice": 0.8962424894628285, + "FN": 2188, + "FP": 1283, + "IoU": 0.8119922001949951, + "TN": 1558626, + "TP": 14991, + "n_pred": 16274, + "n_ref": 17179 + }, + "9": { + "Dice": 0.751394947752866, + "FN": 6162, + "FP": 3640, + "IoU": 0.6017875279301239, + "TN": 1552473, + "TP": 14813, + "n_pred": 18453, + "n_ref": 20975 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0057.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0057.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 3715, + "FP": 0, + "IoU": 0.0, + "TN": 1923837, + "TP": 0, + "n_pred": 0, + "n_ref": 3715 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 1927550, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 766, + "IoU": 0.0, + "TN": 1926786, + "TP": 0, + "n_pred": 766, + "n_ref": 0 + }, + "13": { + "Dice": 0.12078191547450039, + "FN": 7683, + "FP": 368, + "IoU": 0.06427243142724315, + "TN": 1918948, + "TP": 553, + "n_pred": 921, + "n_ref": 8236 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.6398201433762708, + "FN": 24814, + "FP": 659, + "IoU": 0.47039377936712545, + "TN": 1879454, + "TP": 22625, + "n_pred": 23284, + "n_ref": 47439 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 145, + "IoU": 0.0, + "TN": 1927407, + "TP": 0, + "n_pred": 145, + "n_ref": 0 + }, + "4": { + "Dice": 0.7958914932841717, + "FN": 475, + "FP": 300, + "IoU": 0.6609798775153106, + "TN": 1925266, + "TP": 1511, + "n_pred": 1811, + "n_ref": 1986 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 10, + "IoU": 0.0, + "TN": 1927542, + "TP": 0, + "n_pred": 10, + "n_ref": 0 + }, + "6": { + "Dice": 0.9612253711552526, + "FN": 7566, + "FP": 10301, + "IoU": 0.9253454449732377, + "TN": 1688223, + "TP": 221462, + "n_pred": 231763, + "n_ref": 229028 + }, + "7": { + "Dice": 0.13291703835860838, + "FN": 579, + "FP": 5253, + "IoU": 0.07118967988533206, + "TN": 1921273, + "TP": 447, + "n_pred": 5700, + "n_ref": 1026 + }, + "8": { + "Dice": 0.8630666336388407, + "FN": 839, + "FP": 4689, + "IoU": 0.7591180443592314, + "TN": 1904603, + "TP": 17421, + "n_pred": 22110, + "n_ref": 18260 + }, + "9": { + "Dice": 0.8471378101438878, + "FN": 9639, + "FP": 1654, + "IoU": 0.7348127274862041, + "TN": 1884967, + "TP": 31292, + "n_pred": 32946, + "n_ref": 40931 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0058.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0058.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 388, + "FP": 0, + "IoU": 0.0, + "TN": 1401468, + "TP": 0, + "n_pred": 0, + "n_ref": 388 + }, + "10": { + "Dice": 0.2763583441138422, + "FN": 723, + "FP": 8227, + "IoU": 0.1603339900553523, + "TN": 1391197, + "TP": 1709, + "n_pred": 9936, + "n_ref": 2432 + }, + "11": { + "Dice": 0.5604813172894236, + "FN": 1258, + "FP": 130, + "IoU": 0.3893532776066872, + "TN": 1399583, + "TP": 885, + "n_pred": 1015, + "n_ref": 2143 + }, + "12": { + "Dice": 0.5206251601332309, + "FN": 1817, + "FP": 54, + "IoU": 0.35192241080706615, + "TN": 1398969, + "TP": 1016, + "n_pred": 1070, + "n_ref": 2833 + }, + "13": { + "Dice": 0.00028677946659019213, + "FN": 551, + "FP": 13393, + "IoU": 0.0001434102968593145, + "TN": 1387910, + "TP": 2, + "n_pred": 13395, + "n_ref": 553 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.8345812853139786, + "FN": 4393, + "FP": 2809, + "IoU": 0.716121403232164, + "TN": 1376486, + "TP": 18168, + "n_pred": 20977, + "n_ref": 22561 + }, + "2": { + "Dice": 0.12030075187969924, + "FN": 172, + "FP": 62, + "IoU": 0.064, + "TN": 1401606, + "TP": 16, + "n_pred": 78, + "n_ref": 188 + }, + "3": { + "Dice": 0.7135874877810362, + "FN": 145, + "FP": 441, + "IoU": 0.5547112462006079, + "TN": 1400540, + "TP": 730, + "n_pred": 1171, + "n_ref": 875 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9587004915033832, + "FN": 733, + "FP": 8636, + "IoU": 0.9206769845570306, + "TN": 1283744, + "TP": 108743, + "n_pred": 117379, + "n_ref": 109476 + }, + "7": { + "Dice": 0.7340131240349974, + "FN": 12886, + "FP": 3652, + "IoU": 0.579795207968087, + "TN": 1362499, + "TP": 22819, + "n_pred": 26471, + "n_ref": 35705 + }, + "8": { + "Dice": 0.9408444187391556, + "FN": 2163, + "FP": 394, + "IoU": 0.8882967104975754, + "TN": 1378965, + "TP": 20334, + "n_pred": 20728, + "n_ref": 22497 + }, + "9": { + "Dice": 0.3289983743903964, + "FN": 7245, + "FP": 3487, + "IoU": 0.19688692658834095, + "TN": 1388493, + "TP": 2631, + "n_pred": 6118, + "n_ref": 9876 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0067.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0067.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 515, + "IoU": 0.0, + "TN": 1050877, + "TP": 0, + "n_pred": 515, + "n_ref": 0 + }, + "10": { + "Dice": 0.8518685276902296, + "FN": 135, + "FP": 194, + "IoU": 0.7419607843137255, + "TN": 1050117, + "TP": 946, + "n_pred": 1140, + "n_ref": 1081 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 28, + "IoU": 0.0, + "TN": 1051364, + "TP": 0, + "n_pred": 28, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 462, + "IoU": 0.0, + "TN": 1050930, + "TP": 0, + "n_pred": 462, + "n_ref": 0 + }, + "5": { + "Dice": 0.6198004405857198, + "FN": 2582, + "FP": 3286, + "IoU": 0.44906581541639284, + "TN": 1040741, + "TP": 4783, + "n_pred": 8069, + "n_ref": 7365 + }, + "6": { + "Dice": 0.9026287175145463, + "FN": 4532, + "FP": 7199, + "IoU": 0.8225372140868934, + "TN": 985288, + "TP": 54373, + "n_pred": 61572, + "n_ref": 58905 + }, + "7": { + "Dice": 0.925585312447364, + "FN": 2279, + "FP": 8766, + "IoU": 0.8614786480215715, + "TN": 971657, + "TP": 68690, + "n_pred": 77456, + "n_ref": 70969 + }, + "8": { + "Dice": 0.9355836124710126, + "FN": 815, + "FP": 685, + "IoU": 0.878963931251513, + "TN": 1038999, + "TP": 10893, + "n_pred": 11578, + "n_ref": 11708 + }, + "9": { + "Dice": 0.5112186537615486, + "FN": 133, + "FP": 978, + "IoU": 0.3433806146572104, + "TN": 1049700, + "TP": 581, + "n_pred": 1559, + "n_ref": 714 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0072.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0072.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9457922367165129, + "FN": 393, + "FP": 2333, + "IoU": 0.8971592409552194, + "TN": 849653, + "TP": 23781, + "n_pred": 26114, + "n_ref": 24174 + }, + "10": { + "Dice": 0.6270751326373438, + "FN": 1500, + "FP": 679, + "IoU": 0.4567439541261531, + "TN": 872149, + "TP": 1832, + "n_pred": 2511, + "n_ref": 3332 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.007194244604316547, + "FN": 485, + "FP": 343, + "IoU": 0.0036101083032490976, + "TN": 875329, + "TP": 3, + "n_pred": 346, + "n_ref": 488 + }, + "13": { + "Dice": 0.5055432372505543, + "FN": 3484, + "FP": 1199, + "IoU": 0.33827893175074186, + "TN": 869083, + "TP": 2394, + "n_pred": 3593, + "n_ref": 5878 + }, + "14": { + "Dice": 0.9275036357106269, + "FN": 6169, + "FP": 6144, + "IoU": 0.8648081863896879, + "TN": 785082, + "TP": 78765, + "n_pred": 84909, + "n_ref": 84934 + }, + "15": { + "Dice": 0.49913018266164105, + "FN": 356, + "FP": 6554, + "IoU": 0.332560610451077, + "TN": 865807, + "TP": 3443, + "n_pred": 9997, + "n_ref": 3799 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9363135612509673, + "FN": 421, + "FP": 978, + "IoU": 0.8802533595822991, + "TN": 864477, + "TP": 10284, + "n_pred": 11262, + "n_ref": 10705 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 29, + "IoU": 0.0, + "TN": 876131, + "TP": 0, + "n_pred": 29, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 242, + "FP": 0, + "IoU": 0.0, + "TN": 875918, + "TP": 0, + "n_pred": 0, + "n_ref": 242 + }, + "8": { + "Dice": 0.8010417990090205, + "FN": 5638, + "FP": 626, + "IoU": 0.6681148670128219, + "TN": 857286, + "TP": 12610, + "n_pred": 13236, + "n_ref": 18248 + }, + "9": { + "Dice": 0.0972972972972973, + "FN": 2538, + "FP": 635, + "IoU": 0.05113636363636364, + "TN": 872816, + "TP": 171, + "n_pred": 806, + "n_ref": 2709 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0076.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0076.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 65, + "IoU": 0.0, + "TN": 525631, + "TP": 0, + "n_pred": 65, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 55, + "IoU": 0.0, + "TN": 525641, + "TP": 0, + "n_pred": 55, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.8521739130434782, + "FN": 65, + "FP": 71, + "IoU": 0.7424242424242424, + "TN": 525168, + "TP": 392, + "n_pred": 463, + "n_ref": 457 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7973049484769562, + "FN": 647, + "FP": 2933, + "IoU": 0.6629319273138122, + "TN": 515075, + "TP": 7041, + "n_pred": 9974, + "n_ref": 7688 + }, + "6": { + "Dice": 0.9483803972800053, + "FN": 1370, + "FP": 7876, + "IoU": 0.9018283748486972, + "TN": 431514, + "TP": 84936, + "n_pred": 92812, + "n_ref": 86306 + }, + "7": { + "Dice": 0.7948172810782622, + "FN": 2647, + "FP": 2468, + "IoU": 0.6594994008787112, + "TN": 510674, + "TP": 9907, + "n_pred": 12375, + "n_ref": 12554 + }, + "8": { + "Dice": 0.9246988874927212, + "FN": 1855, + "FP": 602, + "IoU": 0.8599441372627259, + "TN": 508153, + "TP": 15086, + "n_pred": 15688, + "n_ref": 16941 + }, + "9": { + "Dice": 0.7953333333333333, + "FN": 354, + "FP": 260, + "IoU": 0.6602102933038185, + "TN": 523889, + "TP": 1193, + "n_pred": 1453, + "n_ref": 1547 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0081.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0081.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 691, + "IoU": 0.0, + "TN": 1050701, + "TP": 0, + "n_pred": 691, + "n_ref": 0 + }, + "10": { + "Dice": 0.5732484076433121, + "FN": 528, + "FP": 142, + "IoU": 0.4017857142857143, + "TN": 1050272, + "TP": 450, + "n_pred": 592, + "n_ref": 978 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8350648468798805, + "FN": 811, + "FP": 4047, + "IoU": 0.7168337607833994, + "TN": 1034236, + "TP": 12298, + "n_pred": 16345, + "n_ref": 13109 + }, + "14": { + "Dice": 0.6984871406959153, + "FN": 3890, + "FP": 96, + "IoU": 0.5366732535162153, + "TN": 1042789, + "TP": 4617, + "n_pred": 4713, + "n_ref": 8507 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9253326092859082, + "FN": 1990, + "FP": 1035, + "IoU": 0.8610409297625063, + "TN": 1029623, + "TP": 18744, + "n_pred": 19779, + "n_ref": 20734 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1240, + "IoU": 0.0, + "TN": 1050152, + "TP": 0, + "n_pred": 1240, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8805111821086262, + "FN": 170, + "FP": 17, + "IoU": 0.7865296803652968, + "TN": 1050516, + "TP": 689, + "n_pred": 706, + "n_ref": 859 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 7389, + "IoU": 0.0, + "TN": 1044003, + "TP": 0, + "n_pred": 7389, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8597550457133, + "FN": 1254, + "FP": 372, + "IoU": 0.7540090771558245, + "TN": 1044782, + "TP": 4984, + "n_pred": 5356, + "n_ref": 6238 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0084.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0084.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9160068999071166, + "FN": 1389, + "FP": 510, + "IoU": 0.8450301942222948, + "TN": 1564834, + "TP": 10355, + "n_pred": 10865, + "n_ref": 11744 + }, + "10": { + "Dice": 0.8192598942706101, + "FN": 1726, + "FP": 3334, + "IoU": 0.6938528557599225, + "TN": 1560560, + "TP": 11468, + "n_pred": 14802, + "n_ref": 13194 + }, + "11": { + "Dice": 0.5890937019969278, + "FN": 1910, + "FP": 230, + "IoU": 0.4175285792052259, + "TN": 1573414, + "TP": 1534, + "n_pred": 1764, + "n_ref": 3444 + }, + "12": { + "Dice": 0.8136311128224875, + "FN": 163, + "FP": 805, + "IoU": 0.6858162934112301, + "TN": 1574007, + "TP": 2113, + "n_pred": 2918, + "n_ref": 2276 + }, + "13": { + "Dice": 0.8082165846270352, + "FN": 492, + "FP": 3560, + "IoU": 0.6781572676727562, + "TN": 1564498, + "TP": 8538, + "n_pred": 12098, + "n_ref": 9030 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9662820950829151, + "FN": 775, + "FP": 508, + "IoU": 0.9347638175624142, + "TN": 1557421, + "TP": 18384, + "n_pred": 18892, + "n_ref": 19159 + }, + "3": { + "Dice": 0.9539551357733176, + "FN": 1929, + "FP": 801, + "IoU": 0.9119638826185101, + "TN": 1546078, + "TP": 28280, + "n_pred": 29081, + "n_ref": 30209 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.774617067833698, + "FN": 134, + "FP": 587, + "IoU": 0.6321428571428571, + "TN": 1575128, + "TP": 1239, + "n_pred": 1826, + "n_ref": 1373 + }, + "6": { + "Dice": 0.969523653893292, + "FN": 3881, + "FP": 3206, + "IoU": 0.9408499841420869, + "TN": 1457274, + "TP": 112727, + "n_pred": 115933, + "n_ref": 116608 + }, + "7": { + "Dice": 0.9242591500991373, + "FN": 2342, + "FP": 4725, + "IoU": 0.8591838361295979, + "TN": 1526902, + "TP": 43119, + "n_pred": 47844, + "n_ref": 45461 + }, + "8": { + "Dice": 0.9264822473162057, + "FN": 1890, + "FP": 1541, + "IoU": 0.8630339321357285, + "TN": 1552038, + "TP": 21619, + "n_pred": 23160, + "n_ref": 23509 + }, + "9": { + "Dice": 0.47230320699708456, + "FN": 461, + "FP": 82, + "IoU": 0.30916030534351147, + "TN": 1576302, + "TP": 243, + "n_pred": 325, + "n_ref": 704 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0098.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0098.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9208394928064294, + "FN": 1747, + "FP": 5857, + "IoU": 0.853292431170535, + "TN": 1700489, + "TP": 44227, + "n_pred": 50084, + "n_ref": 45974 + }, + "10": { + "Dice": 0.6285835859794692, + "FN": 6189, + "FP": 794, + "IoU": 0.4583462612472851, + "TN": 1739428, + "TP": 5909, + "n_pred": 6703, + "n_ref": 12098 + }, + "11": { + "Dice": 0.5966507177033493, + "FN": 469, + "FP": 1217, + "IoU": 0.42516195022161607, + "TN": 1749387, + "TP": 1247, + "n_pred": 2464, + "n_ref": 1716 + }, + "12": { + "Dice": 0.6188811188811189, + "FN": 381, + "FP": 273, + "IoU": 0.4481012658227848, + "TN": 1751135, + "TP": 531, + "n_pred": 804, + "n_ref": 912 + }, + "13": { + "Dice": 0.5069039582694078, + "FN": 1657, + "FP": 4771, + "IoU": 0.33949856144677354, + "TN": 1742588, + "TP": 3304, + "n_pred": 8075, + "n_ref": 4961 + }, + "14": { + "Dice": 0.17167759475451783, + "FN": 8246, + "FP": 12472, + "IoU": 0.09389897222829652, + "TN": 1729455, + "TP": 2147, + "n_pred": 14619, + "n_ref": 10393 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.6469266069365966, + "FN": 21455, + "FP": 1165, + "IoU": 0.4781164201831899, + "TN": 1708977, + "TP": 20723, + "n_pred": 21888, + "n_ref": 42178 + }, + "3": { + "Dice": 0.6974260386628217, + "FN": 1200, + "FP": 21464, + "IoU": 0.5354214496556248, + "TN": 1703536, + "TP": 26120, + "n_pred": 47584, + "n_ref": 27320 + }, + "4": { + "Dice": 0.6328218906879729, + "FN": 1429, + "FP": 3764, + "IoU": 0.4628671907323128, + "TN": 1742652, + "TP": 4475, + "n_pred": 8239, + "n_ref": 5904 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9746149720743024, + "FN": 1497, + "FP": 7875, + "IoU": 0.9504868371697406, + "TN": 1563037, + "TP": 179911, + "n_pred": 187786, + "n_ref": 181408 + }, + "7": { + "Dice": 0.8596653900423302, + "FN": 2071, + "FP": 1410, + "IoU": 0.7538711730184544, + "TN": 1738177, + "TP": 10662, + "n_pred": 12072, + "n_ref": 12733 + }, + "8": { + "Dice": 0.4718934911242604, + "FN": 1, + "FP": 713, + "IoU": 0.30880929332042595, + "TN": 1751287, + "TP": 319, + "n_pred": 1032, + "n_ref": 320 + }, + "9": { + "Dice": 0.8485672912370003, + "FN": 1026, + "FP": 2425, + "IoU": 0.7369664634146341, + "TN": 1739200, + "TP": 9669, + "n_pred": 12094, + "n_ref": 10695 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0109.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0109.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.8058394160583942, + "FN": 2, + "FP": 131, + "IoU": 0.6748166259168704, + "TN": 1050983, + "TP": 276, + "n_pred": 407, + "n_ref": 278 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0116.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0116.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9133007995016094, + "FN": 561, + "FP": 274, + "IoU": 0.840435696541181, + "TN": 1396623, + "TP": 4398, + "n_pred": 4672, + "n_ref": 4959 + }, + "10": { + "Dice": 0.80792600171215, + "FN": 8278, + "FP": 921, + "IoU": 0.677748195894346, + "TN": 1373310, + "TP": 19347, + "n_pred": 20268, + "n_ref": 27625 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 84, + "IoU": 0.0, + "TN": 1401772, + "TP": 0, + "n_pred": 84, + "n_ref": 0 + }, + "12": { + "Dice": 0.7024855636454933, + "FN": 653, + "FP": 532, + "IoU": 0.5414086687306502, + "TN": 1399272, + "TP": 1399, + "n_pred": 1931, + "n_ref": 2052 + }, + "13": { + "Dice": 0.4412320994325858, + "FN": 9133, + "FP": 3275, + "IoU": 0.28306465591957014, + "TN": 1384549, + "TP": 4899, + "n_pred": 8174, + "n_ref": 14032 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1761, + "IoU": 0.0, + "TN": 1400095, + "TP": 0, + "n_pred": 1761, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.6364813751894859, + "FN": 45609, + "FP": 3791, + "IoU": 0.46679331224972204, + "TN": 1309209, + "TP": 43247, + "n_pred": 47038, + "n_ref": 88856 + }, + "3": { + "Dice": 0.6226034807537056, + "FN": 67763, + "FP": 956, + "IoU": 0.4520147045923941, + "TN": 1276453, + "TP": 56684, + "n_pred": 57640, + "n_ref": 124447 + }, + "4": { + "Dice": 0.4847521755580779, + "FN": 2221, + "FP": 4588, + "IoU": 0.31991610067918497, + "TN": 1391844, + "TP": 3203, + "n_pred": 7791, + "n_ref": 5424 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6714116251482799, + "FN": 274, + "FP": 3, + "IoU": 0.5053571428571428, + "TN": 1401296, + "TP": 283, + "n_pred": 286, + "n_ref": 557 + }, + "7": { + "Dice": 0.6283117171045338, + "FN": 1371, + "FP": 1982, + "IoU": 0.45805721674478744, + "TN": 1395669, + "TP": 2834, + "n_pred": 4816, + "n_ref": 4205 + }, + "8": { + "Dice": 0.9188221650784046, + "FN": 245, + "FP": 2975, + "IoU": 0.8498344448071632, + "TN": 1380413, + "TP": 18223, + "n_pred": 21198, + "n_ref": 18468 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0127.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0127.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8709226467847158, + "FN": 504, + "FP": 50, + "IoU": 0.7713578208832026, + "TN": 1048969, + "TP": 1869, + "n_pred": 1919, + "n_ref": 2373 + }, + "10": { + "Dice": 0.17521123840132705, + "FN": 15909, + "FP": 2, + "IoU": 0.09601727174592353, + "TN": 1033791, + "TP": 1690, + "n_pred": 1692, + "n_ref": 17599 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.00148864905098623, + "FN": 10720, + "FP": 12, + "IoU": 0.0007448789571694599, + "TN": 1040652, + "TP": 8, + "n_pred": 20, + "n_ref": 10728 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7825059101654847, + "FN": 177, + "FP": 7, + "IoU": 0.6427184466019418, + "TN": 1050877, + "TP": 331, + "n_pred": 338, + "n_ref": 508 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1566, + "IoU": 0.0, + "TN": 1049826, + "TP": 0, + "n_pred": 1566, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8282186051768962, + "FN": 1747, + "FP": 10411, + "IoU": 0.7068029999758845, + "TN": 1009925, + "TP": 29309, + "n_pred": 39720, + "n_ref": 31056 + }, + "7": { + "Dice": 0.7738842752008642, + "FN": 24015, + "FP": 9475, + "IoU": 0.6311674008810573, + "TN": 960592, + "TP": 57310, + "n_pred": 66785, + "n_ref": 81325 + }, + "8": { + "Dice": 0.3705357142857143, + "FN": 193, + "FP": 89, + "IoU": 0.2273972602739726, + "TN": 1051027, + "TP": 83, + "n_pred": 172, + "n_ref": 276 + }, + "9": { + "Dice": 0.6998058566574988, + "FN": 1796, + "FP": 5626, + "IoU": 0.5382318173334163, + "TN": 1035319, + "TP": 8651, + "n_pred": 14277, + "n_ref": 10447 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0156.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0156.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7262963722074196, + "FN": 1900, + "FP": 11454, + "IoU": 0.5702239958805355, + "TN": 1195552, + "TP": 17718, + "n_pred": 29172, + "n_ref": 19618 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6141056093550156, + "FN": 11304, + "FP": 1368, + "IoU": 0.4431114040870138, + "TN": 1203869, + "TP": 10083, + "n_pred": 11451, + "n_ref": 21387 + }, + "14": { + "Dice": 0.9480036025217652, + "FN": 1692, + "FP": 40, + "IoU": 0.9011471947948176, + "TN": 1209103, + "TP": 15789, + "n_pred": 15829, + "n_ref": 17481 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7692307692307693, + "FN": 6, + "FP": 3, + "IoU": 0.625, + "TN": 1226600, + "TP": 15, + "n_pred": 18, + "n_ref": 21 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9859267359212684, + "FN": 2022, + "FP": 552, + "IoU": 0.9722440881201678, + "TN": 1133887, + "TP": 90163, + "n_pred": 90715, + "n_ref": 92185 + }, + "7": { + "Dice": 0.9694267834376328, + "FN": 1622, + "FP": 2047, + "IoU": 0.9406675506969825, + "TN": 1164786, + "TP": 58169, + "n_pred": 60216, + "n_ref": 59791 + }, + "8": { + "Dice": 0.9203025014543339, + "FN": 1910, + "FP": 1652, + "IoU": 0.8523706896551724, + "TN": 1202496, + "TP": 20566, + "n_pred": 22218, + "n_ref": 22476 + }, + "9": { + "Dice": 0.9098139410298147, + "FN": 4003, + "FP": 374, + "IoU": 0.8345492345492346, + "TN": 1200169, + "TP": 22078, + "n_pred": 22452, + "n_ref": 26081 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0159.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0159.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7700016007683688, + "FN": 12237, + "FP": 2131, + "IoU": 0.6260183763242145, + "TN": 1538669, + "TP": 24051, + "n_pred": 26182, + "n_ref": 36288 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 26, + "IoU": 0.0, + "TN": 1577062, + "TP": 0, + "n_pred": 26, + "n_ref": 0 + }, + "13": { + "Dice": 0.5480743941386437, + "FN": 12954, + "FP": 11102, + "IoU": 0.3774810444323681, + "TN": 1538445, + "TP": 14587, + "n_pred": 25689, + "n_ref": 27541 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9026548672566371, + "FN": 27, + "FP": 1546, + "IoU": 0.8225806451612904, + "TN": 1568222, + "TP": 7293, + "n_pred": 8839, + "n_ref": 7320 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1089, + "IoU": 0.0, + "TN": 1575999, + "TP": 0, + "n_pred": 1089, + "n_ref": 0 + }, + "4": { + "Dice": 0.7390337578330302, + "FN": 888, + "FP": 403, + "IoU": 0.58608528374479, + "TN": 1573969, + "TP": 1828, + "n_pred": 2231, + "n_ref": 2716 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8987187309334961, + "FN": 40, + "FP": 292, + "IoU": 0.8160664819944599, + "TN": 1575283, + "TP": 1473, + "n_pred": 1765, + "n_ref": 1513 + }, + "7": { + "Dice": 0.789247797605602, + "FN": 2540, + "FP": 259, + "IoU": 0.6518656716417911, + "TN": 1569048, + "TP": 5241, + "n_pred": 5500, + "n_ref": 7781 + }, + "8": { + "Dice": 0.8585858585858586, + "FN": 18, + "FP": 10, + "IoU": 0.7522123893805309, + "TN": 1576975, + "TP": 85, + "n_pred": 95, + "n_ref": 103 + }, + "9": { + "Dice": 0.8954107419637442, + "FN": 839, + "FP": 2265, + "IoU": 0.8106277835397474, + "TN": 1560697, + "TP": 13287, + "n_pred": 15552, + "n_ref": 14126 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0161.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0161.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9817774936061381, + "FN": 1612, + "FP": 896, + "IoU": 0.9642072213500785, + "TN": 1857482, + "TP": 67562, + "n_pred": 68458, + "n_ref": 69174 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.941746571811527, + "FN": 306, + "FP": 259, + "IoU": 0.8899064692127825, + "TN": 1922420, + "TP": 4567, + "n_pred": 4826, + "n_ref": 4873 + }, + "5": { + "Dice": 0.3441759040523351, + "FN": 4059, + "FP": 3159, + "IoU": 0.2078577699736611, + "TN": 1918440, + "TP": 1894, + "n_pred": 5053, + "n_ref": 5953 + }, + "6": { + "Dice": 0.9525312907037928, + "FN": 1156, + "FP": 4347, + "IoU": 0.9093649120495422, + "TN": 1866836, + "TP": 55213, + "n_pred": 59560, + "n_ref": 56369 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 128, + "IoU": 0.0, + "TN": 1927424, + "TP": 0, + "n_pred": 128, + "n_ref": 0 + }, + "8": { + "Dice": 0.9694607600958811, + "FN": 1595, + "FP": 74, + "IoU": 0.940731534090909, + "TN": 1899392, + "TP": 26491, + "n_pred": 26565, + "n_ref": 28086 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0179.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0179.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.974650262922909, + "FN": 571, + "FP": 1473, + "IoU": 0.9505539697130969, + "TN": 2061446, + "TP": 39294, + "n_pred": 40767, + "n_ref": 39865 + }, + "10": { + "Dice": 0.807909604519774, + "FN": 63, + "FP": 5, + "IoU": 0.6777251184834123, + "TN": 2102573, + "TP": 143, + "n_pred": 148, + "n_ref": 206 + }, + "11": { + "Dice": 0.7447591026112541, + "FN": 1995, + "FP": 781, + "IoU": 0.5933196601230589, + "TN": 2095958, + "TP": 4050, + "n_pred": 4831, + "n_ref": 6045 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.876021505376344, + "FN": 2022, + "FP": 284, + "IoU": 0.7793934755572562, + "TN": 2092331, + "TP": 8147, + "n_pred": 8431, + "n_ref": 10169 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9550480125482995, + "FN": 1359, + "FP": 991, + "IoU": 0.9139635351834224, + "TN": 2075470, + "TP": 24964, + "n_pred": 25955, + "n_ref": 26323 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 761, + "IoU": 0.0, + "TN": 2102023, + "TP": 0, + "n_pred": 761, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 2102781, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "5": { + "Dice": 0.6368477103301384, + "FN": 2358, + "FP": 29, + "IoU": 0.4671875, + "TN": 2098304, + "TP": 2093, + "n_pred": 2122, + "n_ref": 4451 + }, + "6": { + "Dice": 0.9812834651961959, + "FN": 3228, + "FP": 6140, + "IoU": 0.9632546755365884, + "TN": 1847840, + "TP": 245576, + "n_pred": 251716, + "n_ref": 248804 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 861, + "IoU": 0.0, + "TN": 2101923, + "TP": 0, + "n_pred": 861, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8925195787199568, + "FN": 1761, + "FP": 627, + "IoU": 0.805900999756157, + "TN": 2090481, + "TP": 9915, + "n_pred": 10542, + "n_ref": 11676 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0214.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0214.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7997639943948669, + "FN": 185, + "FP": 2530, + "IoU": 0.6663389455573308, + "TN": 2094647, + "TP": 5422, + "n_pred": 7952, + "n_ref": 5607 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8369171518958324, + "FN": 4855, + "FP": 2259, + "IoU": 0.7195679596341849, + "TN": 2077416, + "TP": 18254, + "n_pred": 20513, + "n_ref": 23109 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 344, + "IoU": 0.0, + "TN": 2102440, + "TP": 0, + "n_pred": 344, + "n_ref": 0 + }, + "15": { + "Dice": 0.8758454106280193, + "FN": 661, + "FP": 367, + "IoU": 0.7791147400085947, + "TN": 2098130, + "TP": 3626, + "n_pred": 3993, + "n_ref": 4287 + }, + "2": { + "Dice": 0.8986948208496134, + "FN": 4722, + "FP": 1371, + "IoU": 0.8160270539569432, + "TN": 2069665, + "TP": 27026, + "n_pred": 28397, + "n_ref": 31748 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3462, + "IoU": 0.0, + "TN": 2099322, + "TP": 0, + "n_pred": 3462, + "n_ref": 0 + }, + "4": { + "Dice": 0.08935361216730038, + "FN": 1220, + "FP": 696, + "IoU": 0.046766169154228855, + "TN": 2100774, + "TP": 94, + "n_pred": 790, + "n_ref": 1314 + }, + "5": { + "Dice": 0.5073920756948551, + "FN": 747, + "FP": 919, + "IoU": 0.3399366085578447, + "TN": 2100260, + "TP": 858, + "n_pred": 1777, + "n_ref": 1605 + }, + "6": { + "Dice": 0.9773193242852629, + "FN": 327, + "FP": 6421, + "IoU": 0.9556446577053275, + "TN": 1950649, + "TP": 145387, + "n_pred": 151808, + "n_ref": 145714 + }, + "7": { + "Dice": 0.4391374913053559, + "FN": 32, + "FP": 2387, + "IoU": 0.28134284016636957, + "TN": 2099418, + "TP": 947, + "n_pred": 3334, + "n_ref": 979 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 1315, + "IoU": 0.0, + "TN": 2101469, + "TP": 0, + "n_pred": 1315, + "n_ref": 0 + }, + "9": { + "Dice": 0.9582293226826427, + "FN": 520, + "FP": 484, + "IoU": 0.9198083067092652, + "TN": 2090264, + "TP": 11516, + "n_pred": 12000, + "n_ref": 12036 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0217.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0217.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9566066066066066, + "FN": 42, + "FP": 536, + "IoU": 0.9168225643977551, + "TN": 1920603, + "TP": 6371, + "n_pred": 6907, + "n_ref": 6413 + }, + "10": { + "Dice": 0.0, + "FN": 6, + "FP": 1188, + "IoU": 0.0, + "TN": 1926358, + "TP": 0, + "n_pred": 1188, + "n_ref": 6 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1161, + "IoU": 0.0, + "TN": 1926391, + "TP": 0, + "n_pred": 1161, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9506013154635771, + "FN": 6554, + "FP": 2421, + "IoU": 0.9058533515157873, + "TN": 1832222, + "TP": 86355, + "n_pred": 88776, + "n_ref": 92909 + }, + "3": { + "Dice": 0.03225142386605366, + "FN": 57, + "FP": 14046, + "IoU": 0.016390012554052168, + "TN": 1913214, + "TP": 235, + "n_pred": 14281, + "n_ref": 292 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 15817, + "IoU": 0.0, + "TN": 1911735, + "TP": 0, + "n_pred": 15817, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9195100538569331, + "FN": 1271, + "FP": 17799, + "IoU": 0.8510121330968694, + "TN": 1799555, + "TP": 108927, + "n_pred": 126726, + "n_ref": 110198 + }, + "7": { + "Dice": 0.18287905309660749, + "FN": 5224, + "FP": 43791, + "IoU": 0.10064220183486239, + "TN": 1873052, + "TP": 5485, + "n_pred": 49276, + "n_ref": 10709 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0264.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0264.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6492649695231266, + "FN": 9178, + "FP": 604, + "IoU": 0.4806753026120195, + "TN": 1032556, + "TP": 9054, + "n_pred": 9658, + "n_ref": 18232 + }, + "11": { + "Dice": 0.6606361248905749, + "FN": 580, + "FP": 583, + "IoU": 0.4932461873638344, + "TN": 1049097, + "TP": 1132, + "n_pred": 1715, + "n_ref": 1712 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8274511851310431, + "FN": 3351, + "FP": 3259, + "IoU": 0.7056859165590632, + "TN": 1028933, + "TP": 15849, + "n_pred": 19108, + "n_ref": 19200 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9542350615998201, + "FN": 2761, + "FP": 1106, + "IoU": 0.9124756688244081, + "TN": 1007210, + "TP": 40315, + "n_pred": 41421, + "n_ref": 43076 + }, + "3": { + "Dice": 0.9564711746137232, + "FN": 1767, + "FP": 3997, + "IoU": 0.91657379398185, + "TN": 982301, + "TP": 63327, + "n_pred": 67324, + "n_ref": 65094 + }, + "4": { + "Dice": 0.0, + "FN": 95, + "FP": 0, + "IoU": 0.0, + "TN": 1051297, + "TP": 0, + "n_pred": 0, + "n_ref": 95 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8672037226989567, + "FN": 863, + "FP": 9753, + "IoU": 0.7655425252324477, + "TN": 1006113, + "TP": 34663, + "n_pred": 44416, + "n_ref": 35526 + }, + "7": { + "Dice": 0.8695962214817391, + "FN": 29264, + "FP": 361, + "IoU": 0.7692792947150356, + "TN": 922990, + "TP": 98777, + "n_pred": 99138, + "n_ref": 128041 + }, + "8": { + "Dice": 0.8976698806244261, + "FN": 1290, + "FP": 2276, + "IoU": 0.8143385224137033, + "TN": 1032185, + "TP": 15641, + "n_pred": 17917, + "n_ref": 16931 + }, + "9": { + "Dice": 0.9195402298850575, + "FN": 1965, + "FP": 3929, + "IoU": 0.851063829787234, + "TN": 1011818, + "TP": 33680, + "n_pred": 37609, + "n_ref": 35645 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0272.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0272.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9759588355805422, + "FN": 560, + "FP": 1963, + "IoU": 0.9530464882569695, + "TN": 1348122, + "TP": 51211, + "n_pred": 53174, + "n_ref": 51771 + }, + "10": { + "Dice": 0.7941110863261209, + "FN": 371, + "FP": 2398, + "IoU": 0.6585275619681835, + "TN": 1393747, + "TP": 5340, + "n_pred": 7738, + "n_ref": 5711 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.16816401750748675, + "FN": 7198, + "FP": 24, + "IoU": 0.09180080482897385, + "TN": 1393904, + "TP": 730, + "n_pred": 754, + "n_ref": 7928 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 16, + "IoU": 0.0, + "TN": 1401840, + "TP": 0, + "n_pred": 16, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 1401851, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "3": { + "Dice": 0.9678525845564774, + "FN": 527, + "FP": 1891, + "IoU": 0.937707705386815, + "TN": 1363039, + "TP": 36399, + "n_pred": 38290, + "n_ref": 36926 + }, + "4": { + "Dice": 0.9168745433013329, + "FN": 946, + "FP": 2353, + "IoU": 0.846508165449216, + "TN": 1380363, + "TP": 18194, + "n_pred": 20547, + "n_ref": 19140 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 151, + "IoU": 0.0, + "TN": 1401705, + "TP": 0, + "n_pred": 151, + "n_ref": 0 + }, + "6": { + "Dice": 0.9376610602931051, + "FN": 2809, + "FP": 3529, + "IoU": 0.8826383230871787, + "TN": 1347852, + "TP": 47666, + "n_pred": 51195, + "n_ref": 50475 + }, + "7": { + "Dice": 0.6391755347737289, + "FN": 25984, + "FP": 870, + "IoU": 0.46969726890341434, + "TN": 1351217, + "TP": 23785, + "n_pred": 24655, + "n_ref": 49769 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 1284, + "IoU": 0.0, + "TN": 1400572, + "TP": 0, + "n_pred": 1284, + "n_ref": 0 + }, + "9": { + "Dice": 0.7467876039304611, + "FN": 665, + "FP": 5, + "IoU": 0.5958986731001207, + "TN": 1400198, + "TP": 988, + "n_pred": 993, + "n_ref": 1653 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0341.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0341.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8577913327186325, + "FN": 2323, + "FP": 3692, + "IoU": 0.7509935419771485, + "TN": 1728164, + "TP": 18141, + "n_pred": 21833, + "n_ref": 20464 + }, + "11": { + "Dice": 0.6511149228130361, + "FN": 1222, + "FP": 812, + "IoU": 0.482706002034588, + "TN": 1748388, + "TP": 1898, + "n_pred": 2710, + "n_ref": 3120 + }, + "12": { + "Dice": 0.4687022900763359, + "FN": 2164, + "FP": 620, + "IoU": 0.30608175473579263, + "TN": 1748308, + "TP": 1228, + "n_pred": 1848, + "n_ref": 3392 + }, + "13": { + "Dice": 0.8732754942397952, + "FN": 728, + "FP": 163, + "IoU": 0.7750568038374148, + "TN": 1748359, + "TP": 3070, + "n_pred": 3233, + "n_ref": 3798 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9687298517085751, + "FN": 1731, + "FP": 791, + "IoU": 0.9393560487652391, + "TN": 1710733, + "TP": 39065, + "n_pred": 39856, + "n_ref": 40796 + }, + "3": { + "Dice": 0.9561839371216913, + "FN": 156, + "FP": 814, + "IoU": 0.9160463908603081, + "TN": 1740766, + "TP": 10584, + "n_pred": 11398, + "n_ref": 10740 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 152, + "IoU": 0.0, + "TN": 1752168, + "TP": 0, + "n_pred": 152, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9575776592406652, + "FN": 627, + "FP": 6133, + "IoU": 0.9186081512250918, + "TN": 1669265, + "TP": 76295, + "n_pred": 82428, + "n_ref": 76922 + }, + "7": { + "Dice": 0.9504827927704877, + "FN": 308, + "FP": 2492, + "IoU": 0.9056381221986317, + "TN": 1722647, + "TP": 26873, + "n_pred": 29365, + "n_ref": 27181 + }, + "8": { + "Dice": 0.7508305647840532, + "FN": 128, + "FP": 22, + "IoU": 0.601063829787234, + "TN": 1751944, + "TP": 226, + "n_pred": 248, + "n_ref": 354 + }, + "9": { + "Dice": 0.9572053644480808, + "FN": 780, + "FP": 423, + "IoU": 0.9179231766391486, + "TN": 1737663, + "TP": 13454, + "n_pred": 13877, + "n_ref": 14234 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0391.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0391.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9115492045500546, + "FN": 1029, + "FP": 1156, + "IoU": 0.8374739660815234, + "TN": 1388412, + "TP": 11259, + "n_pred": 12415, + "n_ref": 12288 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8626112326768782, + "FN": 3328, + "FP": 1381, + "IoU": 0.7584137081879746, + "TN": 1382364, + "TP": 14783, + "n_pred": 16164, + "n_ref": 18111 + }, + "14": { + "Dice": 0.936171842095187, + "FN": 240, + "FP": 1427, + "IoU": 0.8800028793550245, + "TN": 1387964, + "TP": 12225, + "n_pred": 13652, + "n_ref": 12465 + }, + "15": { + "Dice": 0.06199021207177814, + "FN": 1134, + "FP": 16, + "IoU": 0.03198653198653199, + "TN": 1400668, + "TP": 38, + "n_pred": 54, + "n_ref": 1172 + }, + "2": { + "Dice": 0.9536979490366687, + "FN": 953, + "FP": 239, + "IoU": 0.9114939114939115, + "TN": 1388388, + "TP": 12276, + "n_pred": 12515, + "n_ref": 13229 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 441, + "IoU": 0.0, + "TN": 1401415, + "TP": 0, + "n_pred": 441, + "n_ref": 0 + }, + "5": { + "Dice": 0.6471615110676628, + "FN": 4284, + "FP": 769, + "IoU": 0.47837307732011974, + "TN": 1392169, + "TP": 4634, + "n_pred": 5403, + "n_ref": 8918 + }, + "6": { + "Dice": 0.894246906127377, + "FN": 2556, + "FP": 14962, + "IoU": 0.8087220475192173, + "TN": 1310272, + "TP": 74066, + "n_pred": 89028, + "n_ref": 76622 + }, + "7": { + "Dice": 0.6231089113962803, + "FN": 1505, + "FP": 42814, + "IoU": 0.45254771169168057, + "TN": 1320901, + "TP": 36636, + "n_pred": 79450, + "n_ref": 38141 + }, + "8": { + "Dice": 0.9357075913776944, + "FN": 2906, + "FP": 524, + "IoU": 0.8791828108488905, + "TN": 1373466, + "TP": 24960, + "n_pred": 25484, + "n_ref": 27866 + }, + "9": { + "Dice": 0.8822022632210369, + "FN": 7084, + "FP": 182, + "IoU": 0.7892324650461218, + "TN": 1367382, + "TP": 27208, + "n_pred": 27390, + "n_ref": 34292 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0398.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0398.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 21, + "FP": 0, + "IoU": 0.0, + "TN": 1051371, + "TP": 0, + "n_pred": 0, + "n_ref": 21 + }, + "11": { + "Dice": 0.7178631051752922, + "FN": 420, + "FP": 256, + "IoU": 0.5598958333333334, + "TN": 1049856, + "TP": 860, + "n_pred": 1116, + "n_ref": 1280 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 23, + "IoU": 0.0, + "TN": 1051369, + "TP": 0, + "n_pred": 23, + "n_ref": 0 + }, + "14": { + "Dice": 0.5744537815126051, + "FN": 4859, + "FP": 205, + "IoU": 0.4029709974062721, + "TN": 1042910, + "TP": 3418, + "n_pred": 3623, + "n_ref": 8277 + }, + "15": { + "Dice": 0.7369363266886008, + "FN": 6828, + "FP": 4046, + "IoU": 0.5834514460831258, + "TN": 1025287, + "TP": 15231, + "n_pred": 19277, + "n_ref": 22059 + }, + "2": { + "Dice": 0.8815810276679842, + "FN": 77, + "FP": 672, + "IoU": 0.788238620299689, + "TN": 1047855, + "TP": 2788, + "n_pred": 3460, + "n_ref": 2865 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7022211521097935, + "FN": 3418, + "FP": 1529, + "IoU": 0.5410946196660482, + "TN": 1040612, + "TP": 5833, + "n_pred": 7362, + "n_ref": 9251 + }, + "6": { + "Dice": 0.9837043837502869, + "FN": 2798, + "FP": 1533, + "IoU": 0.9679313459801264, + "TN": 916338, + "TP": 130723, + "n_pred": 132256, + "n_ref": 133521 + }, + "7": { + "Dice": 0.9414790086466209, + "FN": 2665, + "FP": 2296, + "IoU": 0.8894287561013663, + "TN": 1006525, + "TP": 39906, + "n_pred": 42202, + "n_ref": 42571 + }, + "8": { + "Dice": 0.9660658744716485, + "FN": 1314, + "FP": 388, + "IoU": 0.9343592116934706, + "TN": 1025463, + "TP": 24227, + "n_pred": 24615, + "n_ref": 25541 + }, + "9": { + "Dice": 0.9416584263314027, + "FN": 100, + "FP": 313, + "IoU": 0.8897490656700481, + "TN": 1047646, + "TP": 3333, + "n_pred": 3646, + "n_ref": 3433 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0401.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0401.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": 0.5421763093184672, + "FN": 3214.8622222222216, + "FP": 2905.913333333333, + "IoU": 0.46064191287989326, + "TN": 1392054.8355555555, + "TP": 15362.52222222222, + "n_pred": 18268.435555555556, + "n_ref": 18577.384444444444 + }, + "mean": { + "1": { + "Dice": 0.7014003909426011, + "FN": 13377.666666666666, + "FP": 780.4, + "IoU": 0.6571260711787623, + "TN": 1375951.9, + "TP": 23428.166666666668, + "n_pred": 24208.566666666666, + "n_ref": 36805.833333333336 + }, + "10": { + "Dice": 0.5435682596014977, + "FN": 3058.0666666666666, + "FP": 2499.2, + "IoU": 0.44327792982194225, + "TN": 1400125.8666666667, + "TP": 7855.0, + "n_pred": 10354.2, + "n_ref": 10913.066666666668 + }, + "11": { + "Dice": 0.3847920235290224, + "FN": 190.4, + "FP": 67.66666666666667, + "IoU": 0.2850953092625764, + "TN": 1413111.7333333334, + "TP": 168.33333333333334, + "n_pred": 236.0, + "n_ref": 358.73333333333335 + }, + "12": { + "Dice": 0.2317409148401291, + "FN": 136.56666666666666, + "FP": 76.63333333333334, + "IoU": 0.16993410760353436, + "TN": 1413239.9666666666, + "TP": 84.96666666666667, + "n_pred": 161.6, + "n_ref": 221.53333333333333 + }, + "13": { + "Dice": 0.4320527345464113, + "FN": 4663.2, + "FP": 2189.866666666667, + "IoU": 0.3067998142857738, + "TN": 1401971.3, + "TP": 4713.766666666666, + "n_pred": 6903.633333333333, + "n_ref": 9376.966666666667 + }, + "14": { + "Dice": 0.6345015842981782, + "FN": 2590.9333333333334, + "FP": 1583.3333333333333, + "IoU": 0.561717131184877, + "TN": 1394140.7, + "TP": 15223.166666666666, + "n_pred": 16806.5, + "n_ref": 17814.1 + }, + "15": { + "Dice": 0.4432320386053181, + "FN": 4852.066666666667, + "FP": 3497.366666666667, + "IoU": 0.3476930670025553, + "TN": 1400884.7333333334, + "TP": 4303.966666666666, + "n_pred": 7801.333333333333, + "n_ref": 9156.033333333333 + }, + "2": { + "Dice": 0.5413880600717691, + "FN": 1547.8333333333333, + "FP": 1109.3, + "IoU": 0.49081103990126124, + "TN": 1405563.4, + "TP": 5317.6, + "n_pred": 6426.9, + "n_ref": 6865.433333333333 + }, + "3": { + "Dice": 0.6672756210972021, + "FN": 1392.4, + "FP": 1714.7333333333333, + "IoU": 0.6182336039181686, + "TN": 1400627.1, + "TP": 9803.9, + "n_pred": 11518.633333333333, + "n_ref": 11196.3 + }, + "4": { + "Dice": 0.4058090793417157, + "FN": 917.8666666666667, + "FP": 504.93333333333334, + "IoU": 0.34418480297181686, + "TN": 1409857.9333333333, + "TP": 2257.4, + "n_pred": 2762.3333333333335, + "n_ref": 3175.266666666667 + }, + "5": { + "Dice": 0.3130348809206108, + "FN": 347.53333333333336, + "FP": 297.56666666666666, + "IoU": 0.20949816487097264, + "TN": 1412597.1, + "TP": 295.93333333333334, + "n_pred": 593.5, + "n_ref": 643.4666666666667 + }, + "6": { + "Dice": 0.7674241841746978, + "FN": 5880.933333333333, + "FP": 20076.933333333334, + "IoU": 0.7048847687012902, + "TN": 1283143.8666666667, + "TP": 104436.4, + "n_pred": 124513.33333333333, + "n_ref": 110317.33333333333 + }, + "7": { + "Dice": 0.6668375010918949, + "FN": 6049.8, + "FP": 7408.433333333333, + "IoU": 0.5701309679377734, + "TN": 1357927.3666666667, + "TP": 42152.53333333333, + "n_pred": 49560.96666666667, + "n_ref": 48202.333333333336 + }, + "8": { + "Dice": 0.6763630565704546, + "FN": 1937.6, + "FP": 664.8666666666667, + "IoU": 0.589998233107725, + "TN": 1405113.9666666666, + "TP": 5821.7, + "n_pred": 6486.566666666667, + "n_ref": 7759.3 + }, + "9": { + "Dice": 0.7232243101455047, + "FN": 1280.0666666666666, + "FP": 1117.4666666666667, + "IoU": 0.6102436814493684, + "TN": 1406565.6, + "TP": 4575.0, + "n_pred": 5692.466666666666, + "n_ref": 5855.066666666667 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9536745668193587, + "FN": 1374, + "FP": 952, + "IoU": 0.9114511953707933, + "TN": 1375588, + "TP": 23942, + "n_pred": 24894, + "n_ref": 25316 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 307, + "IoU": 0.0, + "TN": 1401549, + "TP": 0, + "n_pred": 307, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7877629063097514, + "FN": 18, + "FP": 93, + "IoU": 0.6498422712933754, + "TN": 1401539, + "TP": 206, + "n_pred": 299, + "n_ref": 224 + }, + "13": { + "Dice": 0.3414151410192974, + "FN": 161, + "FP": 3832, + "IoU": 0.2058472553699284, + "TN": 1396828, + "TP": 1035, + "n_pred": 4867, + "n_ref": 1196 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.30943396226415093, + "FN": 321, + "FP": 45, + "IoU": 0.18303571428571427, + "TN": 1401408, + "TP": 82, + "n_pred": 127, + "n_ref": 403 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.870769929593459, + "FN": 883, + "FP": 2531, + "IoU": 0.7711182622687047, + "TN": 1386940, + "TP": 11502, + "n_pred": 14033, + "n_ref": 12385 + }, + "5": { + "Dice": 0.062186559679037114, + "FN": 911, + "FP": 24, + "IoU": 0.032091097308488616, + "TN": 1400890, + "TP": 31, + "n_pred": 55, + "n_ref": 942 + }, + "6": { + "Dice": 0.9711166372240242, + "FN": 6019, + "FP": 5050, + "IoU": 0.9438549327922902, + "TN": 1204706, + "TP": 186081, + "n_pred": 191131, + "n_ref": 192100 + }, + "7": { + "Dice": 0.9332760969782937, + "FN": 974, + "FP": 6176, + "IoU": 0.8748993946180494, + "TN": 1344702, + "TP": 50004, + "n_pred": 56180, + "n_ref": 50978 + }, + "8": { + "Dice": 0.7518427518427518, + "FN": 5, + "FP": 96, + "IoU": 0.6023622047244095, + "TN": 1401602, + "TP": 153, + "n_pred": 249, + "n_ref": 158 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0007.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0007.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 3183, + "IoU": 0.0, + "TN": 872977, + "TP": 0, + "n_pred": 3183, + "n_ref": 0 + }, + "3": { + "Dice": 0.9183346506312349, + "FN": 3886, + "FP": 3760, + "IoU": 0.8490007109566317, + "TN": 825524, + "TP": 42990, + "n_pred": 46750, + "n_ref": 46876 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0014.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0014.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.24508416686996828, + "FN": 123548, + "FP": 228, + "IoU": 0.1396557955904023, + "TN": 1257988, + "TP": 20092, + "n_pred": 20320, + "n_ref": 143640 + }, + "10": { + "Dice": 0.4139636774786234, + "FN": 21996, + "FP": 2883, + "IoU": 0.2610051684191766, + "TN": 1368190, + "TP": 8787, + "n_pred": 11670, + "n_ref": 30783 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.609445629768922, + "FN": 20560, + "FP": 1040, + "IoU": 0.43827529711595975, + "TN": 1363403, + "TP": 16853, + "n_pred": 17893, + "n_ref": 37413 + }, + "14": { + "Dice": 0.9390052356020943, + "FN": 5305, + "FP": 753, + "IoU": 0.8850234394275845, + "TN": 1349167, + "TP": 46631, + "n_pred": 47384, + "n_ref": 51936 + }, + "15": { + "Dice": 0.8146341463414634, + "FN": 822, + "FP": 1610, + "IoU": 0.6872427983539094, + "TN": 1394080, + "TP": 5344, + "n_pred": 6954, + "n_ref": 6166 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1001, + "IoU": 0.0, + "TN": 1400855, + "TP": 0, + "n_pred": 1001, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 1122, + "FP": 0, + "IoU": 0.0, + "TN": 1400734, + "TP": 0, + "n_pred": 0, + "n_ref": 1122 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.4540843960805554, + "FN": 4504, + "FP": 6583, + "IoU": 0.29373168556504015, + "TN": 1386158, + "TP": 4611, + "n_pred": 11194, + "n_ref": 9115 + }, + "6": { + "Dice": 0.017916833801310334, + "FN": 232, + "FP": 117288, + "IoU": 0.00903939557474366, + "TN": 1283264, + "TP": 1072, + "n_pred": 118360, + "n_ref": 1304 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 8003, + "IoU": 0.0, + "TN": 1393853, + "TP": 0, + "n_pred": 8003, + "n_ref": 0 + }, + "8": { + "Dice": 0.8054262534911557, + "FN": 12564, + "FP": 6455, + "IoU": 0.6742373636161211, + "TN": 1343473, + "TP": 39364, + "n_pred": 45819, + "n_ref": 51928 + }, + "9": { + "Dice": 0.8578265765765766, + "FN": 713, + "FP": 1307, + "IoU": 0.7510475720976091, + "TN": 1393742, + "TP": 6094, + "n_pred": 7401, + "n_ref": 6807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0021.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0021.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6160714285714286, + "FN": 390, + "FP": 40, + "IoU": 0.44516129032258067, + "TN": 1050617, + "TP": 345, + "n_pred": 385, + "n_ref": 735 + }, + "10": { + "Dice": 0.7767531743252533, + "FN": 9369, + "FP": 7844, + "IoU": 0.6349930022477629, + "TN": 1004234, + "TP": 29945, + "n_pred": 37789, + "n_ref": 39314 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.2822355717657155, + "FN": 2377, + "FP": 11005, + "IoU": 0.16430400299756448, + "TN": 1035379, + "TP": 2631, + "n_pred": 13636, + "n_ref": 5008 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9075425790754258, + "FN": 348, + "FP": 1552, + "IoU": 0.8307349665924276, + "TN": 1040167, + "TP": 9325, + "n_pred": 10877, + "n_ref": 9673 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9777322297846743, + "FN": 4688, + "FP": 1309, + "IoU": 0.956434564672551, + "TN": 913737, + "TP": 131658, + "n_pred": 132967, + "n_ref": 136346 + }, + "7": { + "Dice": 0.6218724605448869, + "FN": 1643, + "FP": 7198, + "IoU": 0.4512444913413196, + "TN": 1035281, + "TP": 7270, + "n_pred": 14468, + "n_ref": 8913 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8191438519833413, + "FN": 351, + "FP": 2298, + "IoU": 0.693686401480111, + "TN": 1042744, + "TP": 5999, + "n_pred": 8297, + "n_ref": 6350 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0044.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0044.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 249, + "IoU": 0.0, + "TN": 2452999, + "TP": 0, + "n_pred": 249, + "n_ref": 0 + }, + "10": { + "Dice": 0.7551963048498845, + "FN": 19, + "FP": 829, + "IoU": 0.6066790352504638, + "TN": 2451092, + "TP": 1308, + "n_pred": 2137, + "n_ref": 1327 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.4513217279174726, + "FN": 230, + "FP": 621, + "IoU": 0.29142381348875934, + "TN": 2452047, + "TP": 350, + "n_pred": 971, + "n_ref": 580 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8601749146757679, + "FN": 1158, + "FP": 4086, + "IoU": 0.7546551885468326, + "TN": 2431874, + "TP": 16130, + "n_pred": 20216, + "n_ref": 17288 + }, + "15": { + "Dice": 0.7910247823174816, + "FN": 398, + "FP": 1474, + "IoU": 0.6542936288088642, + "TN": 2447833, + "TP": 3543, + "n_pred": 5017, + "n_ref": 3941 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8459879206212252, + "FN": 56, + "FP": 658, + "IoU": 0.7330841121495327, + "TN": 2450573, + "TP": 1961, + "n_pred": 2619, + "n_ref": 2017 + }, + "5": { + "Dice": 0.5607911576497964, + "FN": 505, + "FP": 250, + "IoU": 0.3896523848019402, + "TN": 2452011, + "TP": 482, + "n_pred": 732, + "n_ref": 987 + }, + "6": { + "Dice": 0.9576800991831459, + "FN": 2910, + "FP": 11529, + "IoU": 0.9187967134011574, + "TN": 2275435, + "TP": 163374, + "n_pred": 174903, + "n_ref": 166284 + }, + "7": { + "Dice": 0.9606909924202363, + "FN": 4992, + "FP": 7273, + "IoU": 0.9243554952510177, + "TN": 2291108, + "TP": 149875, + "n_pred": 157148, + "n_ref": 154867 + }, + "8": { + "Dice": 0.8840858149215498, + "FN": 379, + "FP": 345, + "IoU": 0.7922525107604017, + "TN": 2449763, + "TP": 2761, + "n_pred": 3106, + "n_ref": 3140 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0048.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0048.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.14727744165946413, + "FN": 2612, + "FP": 2321, + "IoU": 0.07949244261989177, + "TN": 1046033, + "TP": 426, + "n_pred": 2747, + "n_ref": 3038 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 147, + "FP": 0, + "IoU": 0.0, + "TN": 1051245, + "TP": 0, + "n_pred": 0, + "n_ref": 147 + }, + "13": { + "Dice": 0.7397811034174671, + "FN": 551, + "FP": 614, + "IoU": 0.587025877348458, + "TN": 1048571, + "TP": 1656, + "n_pred": 2270, + "n_ref": 2207 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9055627425614489, + "FN": 393, + "FP": 264, + "IoU": 0.8274231678486997, + "TN": 1047585, + "TP": 3150, + "n_pred": 3414, + "n_ref": 3543 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9081189513332408, + "FN": 1774, + "FP": 6837, + "IoU": 0.8317013583504349, + "TN": 1000227, + "TP": 42554, + "n_pred": 49391, + "n_ref": 44328 + }, + "7": { + "Dice": 0.8772879951465649, + "FN": 2114, + "FP": 6179, + "IoU": 0.7814007433376388, + "TN": 1013455, + "TP": 29644, + "n_pred": 35823, + "n_ref": 31758 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0054.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0054.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0023968518273114353, + "FN": 172561, + "FP": 584, + "IoU": 0.0011998638616003184, + "TN": 1053271, + "TP": 208, + "n_pred": 792, + "n_ref": 172769 + }, + "10": { + "Dice": 0.0, + "FN": 286, + "FP": 0, + "IoU": 0.0, + "TN": 1226338, + "TP": 0, + "n_pred": 0, + "n_ref": 286 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 40, + "IoU": 0.0, + "TN": 1226584, + "TP": 0, + "n_pred": 40, + "n_ref": 0 + }, + "14": { + "Dice": 0.8023528068071498, + "FN": 10163, + "FP": 220, + "IoU": 0.66994087354568, + "TN": 1195166, + "TP": 21075, + "n_pred": 21295, + "n_ref": 31238 + }, + "15": { + "Dice": 0.4893030190085725, + "FN": 2336, + "FP": 25068, + "IoU": 0.32389223329714795, + "TN": 1186092, + "TP": 13128, + "n_pred": 38196, + "n_ref": 15464 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 11713, + "IoU": 0.0, + "TN": 1214911, + "TP": 0, + "n_pred": 11713, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 11851, + "FP": 0, + "IoU": 0.0, + "TN": 1214773, + "TP": 0, + "n_pred": 0, + "n_ref": 11851 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 50, + "IoU": 0.0, + "TN": 1226574, + "TP": 0, + "n_pred": 50, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.40091833514724917, + "FN": 2449, + "FP": 183603, + "IoU": 0.2507178613571103, + "TN": 978317, + "TP": 62255, + "n_pred": 245858, + "n_ref": 64704 + }, + "7": { + "Dice": 0.7143163769049152, + "FN": 2403, + "FP": 259, + "IoU": 0.55559265442404, + "TN": 1220634, + "TP": 3328, + "n_pred": 3587, + "n_ref": 5731 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0077.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0077.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9136662795199381, + "FN": 512, + "FP": 380, + "IoU": 0.8410548823948681, + "TN": 870548, + "TP": 4720, + "n_pred": 5100, + "n_ref": 5232 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.936847617385233, + "FN": 4847, + "FP": 4198, + "IoU": 0.8811978722006961, + "TN": 800025, + "TP": 67090, + "n_pred": 71288, + "n_ref": 71937 + }, + "15": { + "Dice": 0.7308999126298418, + "FN": 3853, + "FP": 1691, + "IoU": 0.5759198347739616, + "TN": 863087, + "TP": 7529, + "n_pred": 9220, + "n_ref": 11382 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6882756958669719, + "FN": 680, + "FP": 1907, + "IoU": 0.5247106375160757, + "TN": 870717, + "TP": 2856, + "n_pred": 4763, + "n_ref": 3536 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 206, + "IoU": 0.0, + "TN": 875954, + "TP": 0, + "n_pred": 206, + "n_ref": 0 + }, + "7": { + "Dice": 0.9393762596796436, + "FN": 228, + "FP": 2058, + "IoU": 0.8856828524278642, + "TN": 856163, + "TP": 17711, + "n_pred": 19769, + "n_ref": 17939 + }, + "8": { + "Dice": 0.9260668013788185, + "FN": 1677, + "FP": 2055, + "IoU": 0.8623132263420034, + "TN": 849055, + "TP": 23373, + "n_pred": 25428, + "n_ref": 25050 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0094.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0094.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9774751178627553, + "FN": 811, + "FP": 436, + "IoU": 0.9559426229508197, + "TN": 1548784, + "TP": 27057, + "n_pred": 27493, + "n_ref": 27868 + }, + "10": { + "Dice": 0.3380563427237873, + "FN": 883, + "FP": 3088, + "IoU": 0.20341023069207623, + "TN": 1572103, + "TP": 1014, + "n_pred": 4102, + "n_ref": 1897 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 21, + "IoU": 0.0, + "TN": 1577067, + "TP": 0, + "n_pred": 21, + "n_ref": 0 + }, + "13": { + "Dice": 0.4405844487585573, + "FN": 3940, + "FP": 1535, + "IoU": 0.2825317782728345, + "TN": 1569457, + "TP": 2156, + "n_pred": 3691, + "n_ref": 6096 + }, + "14": { + "Dice": 0.961024974006984, + "FN": 6970, + "FP": 2439, + "IoU": 0.924974085001196, + "TN": 1451678, + "TP": 116001, + "n_pred": 118440, + "n_ref": 122971 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 1929, + "IoU": 0.0, + "TN": 1575159, + "TP": 0, + "n_pred": 1929, + "n_ref": 0 + }, + "2": { + "Dice": 0.9422600452439944, + "FN": 3676, + "FP": 612, + "IoU": 0.8908239128220796, + "TN": 1537812, + "TP": 34988, + "n_pred": 35600, + "n_ref": 38664 + }, + "3": { + "Dice": 0.9652383544599114, + "FN": 390, + "FP": 57, + "IoU": 0.9328122651435443, + "TN": 1570435, + "TP": 6206, + "n_pred": 6263, + "n_ref": 6596 + }, + "4": { + "Dice": 0.9127222747186667, + "FN": 263, + "FP": 1769, + "IoU": 0.8394564272734455, + "TN": 1564431, + "TP": 10625, + "n_pred": 12394, + "n_ref": 10888 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9772039949370839, + "FN": 2611, + "FP": 11545, + "IoU": 0.9554241413731103, + "TN": 1259517, + "TP": 303415, + "n_pred": 314960, + "n_ref": 306026 + }, + "7": { + "Dice": 0.983081773593635, + "FN": 6035, + "FP": 474, + "IoU": 0.9667264761963184, + "TN": 1381467, + "TP": 189112, + "n_pred": 189586, + "n_ref": 195147 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 23, + "IoU": 0.0, + "TN": 1577065, + "TP": 0, + "n_pred": 23, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0104.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0104.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 711, + "IoU": 0.0, + "TN": 2978233, + "TP": 0, + "n_pred": 711, + "n_ref": 0 + }, + "10": { + "Dice": 0.5929558626839054, + "FN": 1591, + "FP": 14843, + "IoU": 0.42141951837769326, + "TN": 2950540, + "TP": 11970, + "n_pred": 26813, + "n_ref": 13561 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 165, + "IoU": 0.0, + "TN": 2978779, + "TP": 0, + "n_pred": 165, + "n_ref": 0 + }, + "13": { + "Dice": 0.4585794554098833, + "FN": 12324, + "FP": 10224, + "IoU": 0.29750443966725865, + "TN": 2946847, + "TP": 9549, + "n_pred": 19773, + "n_ref": 21873 + }, + "14": { + "Dice": 0.0006362334976936536, + "FN": 15975, + "FP": 2874, + "IoU": 0.00031821797931583137, + "TN": 2960089, + "TP": 6, + "n_pred": 2880, + "n_ref": 15981 + }, + "15": { + "Dice": 0.8144685587089594, + "FN": 753, + "FP": 914, + "IoU": 0.6870071348103642, + "TN": 2973618, + "TP": 3659, + "n_pred": 4573, + "n_ref": 4412 + }, + "2": { + "Dice": 0.5165922423605639, + "FN": 5397, + "FP": 124, + "IoU": 0.3482469602172117, + "TN": 2970473, + "TP": 2950, + "n_pred": 3074, + "n_ref": 8347 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 5928, + "IoU": 0.0, + "TN": 2973016, + "TP": 0, + "n_pred": 5928, + "n_ref": 0 + }, + "4": { + "Dice": 0.782673110162616, + "FN": 6054, + "FP": 107, + "IoU": 0.6429440741813967, + "TN": 2961689, + "TP": 11094, + "n_pred": 11201, + "n_ref": 17148 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7235869846338654, + "FN": 385, + "FP": 128934, + "IoU": 0.5668909482455464, + "TN": 2680361, + "TP": 169264, + "n_pred": 298198, + "n_ref": 169649 + }, + "7": { + "Dice": 0.7455709214038301, + "FN": 52031, + "FP": 36334, + "IoU": 0.5943507960116785, + "TN": 2761108, + "TP": 129471, + "n_pred": 165805, + "n_ref": 181502 + }, + "8": { + "Dice": 0.9530358156146734, + "FN": 315, + "FP": 1092, + "IoU": 0.9102850219983422, + "TN": 2963261, + "TP": 14276, + "n_pred": 15368, + "n_ref": 14591 + }, + "9": { + "Dice": 0.832957820277705, + "FN": 528, + "FP": 5848, + "IoU": 0.7137341175414179, + "TN": 2956671, + "TP": 15897, + "n_pred": 21745, + "n_ref": 16425 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0111.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0111.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9301905069422022, + "FN": 339, + "FP": 742, + "IoU": 0.869491730049499, + "TN": 1043109, + "TP": 7202, + "n_pred": 7944, + "n_ref": 7541 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.008114856429463172, + "FN": 9534, + "FP": 0, + "IoU": 0.00407395800689439, + "TN": 1041819, + "TP": 39, + "n_pred": 39, + "n_ref": 9573 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8871771635704576, + "FN": 199, + "FP": 50, + "IoU": 0.7972312703583062, + "TN": 1050164, + "TP": 979, + "n_pred": 1029, + "n_ref": 1178 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.12447397563676633, + "FN": 13, + "FP": 3940, + "IoU": 0.06636750118091639, + "TN": 1047158, + "TP": 281, + "n_pred": 4221, + "n_ref": 294 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0134.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0134.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9796665884010332, + "FN": 566, + "FP": 300, + "IoU": 0.9601435935198822, + "TN": 1905824, + "TP": 20862, + "n_pred": 21162, + "n_ref": 21428 + }, + "10": { + "Dice": 0.7744577582284241, + "FN": 3354, + "FP": 4081, + "IoU": 0.6319306930693069, + "TN": 1907352, + "TP": 12765, + "n_pred": 16846, + "n_ref": 16119 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0514018691588785, + "FN": 375, + "FP": 31, + "IoU": 0.026378896882494004, + "TN": 1927135, + "TP": 11, + "n_pred": 42, + "n_ref": 386 + }, + "13": { + "Dice": 0.41089108910891087, + "FN": 779, + "FP": 2791, + "IoU": 0.2585669781931464, + "TN": 1922737, + "TP": 1245, + "n_pred": 4036, + "n_ref": 2024 + }, + "14": { + "Dice": 0.07978363759296822, + "FN": 2300, + "FP": 422, + "IoU": 0.04154929577464789, + "TN": 1924712, + "TP": 118, + "n_pred": 540, + "n_ref": 2418 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 24161, + "IoU": 0.0, + "TN": 1903391, + "TP": 0, + "n_pred": 24161, + "n_ref": 0 + }, + "2": { + "Dice": 0.7448385454816323, + "FN": 19523, + "FP": 1030, + "IoU": 0.5934205060236197, + "TN": 1877001, + "TP": 29998, + "n_pred": 31028, + "n_ref": 49521 + }, + "3": { + "Dice": 0.7789503490486925, + "FN": 3771, + "FP": 16526, + "IoU": 0.6379350327333702, + "TN": 1871493, + "TP": 35762, + "n_pred": 52288, + "n_ref": 39533 + }, + "4": { + "Dice": 0.8246636630013549, + "FN": 4553, + "FP": 1012, + "IoU": 0.7016405747372936, + "TN": 1908900, + "TP": 13087, + "n_pred": 14099, + "n_ref": 17640 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8817693570043265, + "FN": 2320, + "FP": 850, + "IoU": 0.7885397905409912, + "TN": 1912561, + "TP": 11821, + "n_pred": 12671, + "n_ref": 14141 + }, + "7": { + "Dice": 0.7566888168815397, + "FN": 1922, + "FP": 43957, + "IoU": 0.6086077461184098, + "TN": 1810332, + "TP": 71341, + "n_pred": 115298, + "n_ref": 73263 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9721020761245674, + "FN": 136, + "FP": 638, + "IoU": 0.9457184935830002, + "TN": 1913293, + "TP": 13485, + "n_pred": 14123, + "n_ref": 13621 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0158.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0158.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9423197907354061, + "FN": 10163, + "FP": 289, + "IoU": 0.8909307203456156, + "TN": 1130795, + "TP": 85377, + "n_pred": 85666, + "n_ref": 95540 + }, + "10": { + "Dice": 0.5489122604811987, + "FN": 2978, + "FP": 153, + "IoU": 0.37827640984908656, + "TN": 1221588, + "TP": 1905, + "n_pred": 2058, + "n_ref": 4883 + }, + "11": { + "Dice": 0.6061233885819521, + "FN": 2708, + "FP": 714, + "IoU": 0.43484723369116435, + "TN": 1220569, + "TP": 2633, + "n_pred": 3347, + "n_ref": 5341 + }, + "12": { + "Dice": 0.0, + "FN": 40, + "FP": 11, + "IoU": 0.0, + "TN": 1226573, + "TP": 0, + "n_pred": 11, + "n_ref": 40 + }, + "13": { + "Dice": 0.423728813559322, + "FN": 122, + "FP": 150, + "IoU": 0.26881720430107525, + "TN": 1226252, + "TP": 100, + "n_pred": 250, + "n_ref": 222 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8525754884547069, + "FN": 461, + "FP": 867, + "IoU": 0.7430340557275542, + "TN": 1221456, + "TP": 3840, + "n_pred": 4707, + "n_ref": 4301 + }, + "3": { + "Dice": 0.926110099453705, + "FN": 597, + "FP": 3623, + "IoU": 0.8623883127894084, + "TN": 1195958, + "TP": 26446, + "n_pred": 30069, + "n_ref": 27043 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2170, + "IoU": 0.0, + "TN": 1224454, + "TP": 0, + "n_pred": 2170, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 66, + "FP": 0, + "IoU": 0.0, + "TN": 1226558, + "TP": 0, + "n_pred": 0, + "n_ref": 66 + }, + "6": { + "Dice": 0.893213083412992, + "FN": 8444, + "FP": 17250, + "IoU": 0.8070325642874309, + "TN": 1093472, + "TP": 107458, + "n_pred": 124708, + "n_ref": 115902 + }, + "7": { + "Dice": 0.6471306471306472, + "FN": 1162, + "FP": 1728, + "IoU": 0.47833935018050544, + "TN": 1221084, + "TP": 2650, + "n_pred": 4378, + "n_ref": 3812 + }, + "8": { + "Dice": 0.8648747485829219, + "FN": 88, + "FP": 651, + "IoU": 0.7619201030927835, + "TN": 1223520, + "TP": 2365, + "n_pred": 3016, + "n_ref": 2453 + }, + "9": { + "Dice": 0.8517321217945918, + "FN": 843, + "FP": 5945, + "IoU": 0.741753852006848, + "TN": 1200339, + "TP": 19497, + "n_pred": 25442, + "n_ref": 20340 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0172.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0172.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8300694883133292, + "FN": 1345, + "FP": 1345, + "IoU": 0.7095032397408207, + "TN": 1217364, + "TP": 6570, + "n_pred": 7915, + "n_ref": 7915 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.11984555984555985, + "FN": 4989, + "FP": 710, + "IoU": 0.06374240183998686, + "TN": 1220537, + "TP": 388, + "n_pred": 1098, + "n_ref": 5377 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.864957264957265, + "FN": 2, + "FP": 156, + "IoU": 0.7620481927710844, + "TN": 1225960, + "TP": 506, + "n_pred": 662, + "n_ref": 508 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.7813676132753311, + "FN": 322, + "FP": 4151, + "IoU": 0.6411840205358575, + "TN": 1214158, + "TP": 7993, + "n_pred": 12144, + "n_ref": 8315 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9913867771735105, + "FN": 3244, + "FP": 2106, + "IoU": 0.9829206624867516, + "TN": 913380, + "TP": 307894, + "n_pred": 310000, + "n_ref": 311138 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1269, + "IoU": 0.0, + "TN": 1225355, + "TP": 0, + "n_pred": 1269, + "n_ref": 0 + }, + "8": { + "Dice": 0.9639316893325449, + "FN": 374, + "FP": 663, + "IoU": 0.9303746475090641, + "TN": 1211730, + "TP": 13857, + "n_pred": 14520, + "n_ref": 14231 + }, + "9": { + "Dice": 0.9135313531353135, + "FN": 1523, + "FP": 1228, + "IoU": 0.8408262454434994, + "TN": 1209341, + "TP": 14532, + "n_pred": 15760, + "n_ref": 16055 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0181.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0181.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 4566, + "FP": 0, + "IoU": 0.0, + "TN": 2273450, + "TP": 0, + "n_pred": 0, + "n_ref": 4566 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 935, + "FP": 0, + "IoU": 0.0, + "TN": 2277081, + "TP": 0, + "n_pred": 0, + "n_ref": 935 + }, + "14": { + "Dice": 0.41119598312055977, + "FN": 3161, + "FP": 7862, + "IoU": 0.2588084991931146, + "TN": 2263144, + "TP": 3849, + "n_pred": 11711, + "n_ref": 7010 + }, + "15": { + "Dice": 0.18042798272181124, + "FN": 34951, + "FP": 14570, + "IoU": 0.09915957214581969, + "TN": 2223044, + "TP": 5451, + "n_pred": 20021, + "n_ref": 40402 + }, + "2": { + "Dice": 0.9501817404319008, + "FN": 183, + "FP": 50, + "IoU": 0.9050916496945011, + "TN": 2275561, + "TP": 2222, + "n_pred": 2272, + "n_ref": 2405 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.28, + "FN": 178, + "FP": 2, + "IoU": 0.16279069767441862, + "TN": 2277801, + "TP": 35, + "n_pred": 37, + "n_ref": 213 + }, + "6": { + "Dice": 0.9527957150723332, + "FN": 2454, + "FP": 10748, + "IoU": 0.9098470363288719, + "TN": 2131576, + "TP": 133238, + "n_pred": 143986, + "n_ref": 135692 + }, + "7": { + "Dice": 0.5744347436758451, + "FN": 1341, + "FP": 560, + "IoU": 0.40295226130653267, + "TN": 2274832, + "TP": 1283, + "n_pred": 1843, + "n_ref": 2624 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7622377622377622, + "FN": 4, + "FP": 64, + "IoU": 0.615819209039548, + "TN": 2277839, + "TP": 109, + "n_pred": 173, + "n_ref": 113 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0185.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0185.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9836896863251765, + "FN": 829, + "FP": 850, + "IoU": 0.9679028866373542, + "TN": 1349546, + "TP": 50631, + "n_pred": 51481, + "n_ref": 51460 + }, + "10": { + "Dice": 0.7856990978402844, + "FN": 13358, + "FP": 7807, + "IoU": 0.6470382229337602, + "TN": 1341892, + "TP": 38799, + "n_pred": 46606, + "n_ref": 52157 + }, + "11": { + "Dice": 0.7717908082408875, + "FN": 272, + "FP": 16, + "IoU": 0.6283870967741936, + "TN": 1401081, + "TP": 487, + "n_pred": 503, + "n_ref": 759 + }, + "12": { + "Dice": 0.4824120603015075, + "FN": 182, + "FP": 24, + "IoU": 0.31788079470198677, + "TN": 1401554, + "TP": 96, + "n_pred": 120, + "n_ref": 278 + }, + "13": { + "Dice": 0.6213313295615276, + "FN": 14957, + "FP": 2177, + "IoU": 0.45067487416241864, + "TN": 1370665, + "TP": 14057, + "n_pred": 16234, + "n_ref": 29014 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9693734635312093, + "FN": 704, + "FP": 2423, + "IoU": 0.9405671494279089, + "TN": 1349242, + "TP": 49487, + "n_pred": 51910, + "n_ref": 50191 + }, + "3": { + "Dice": 0.9591803633217993, + "FN": 1032, + "FP": 478, + "IoU": 0.921562516232923, + "TN": 1382605, + "TP": 17741, + "n_pred": 18219, + "n_ref": 18773 + }, + "4": { + "Dice": 0.3854166666666667, + "FN": 598, + "FP": 110, + "IoU": 0.23870967741935484, + "TN": 1400926, + "TP": 222, + "n_pred": 332, + "n_ref": 820 + }, + "5": { + "Dice": 0.31951710261569416, + "FN": 3239, + "FP": 143, + "IoU": 0.19013409961685823, + "TN": 1397680, + "TP": 794, + "n_pred": 937, + "n_ref": 4033 + }, + "6": { + "Dice": 0.975384026761663, + "FN": 5223, + "FP": 4299, + "IoU": 0.9519508305916073, + "TN": 1203684, + "TP": 188650, + "n_pred": 192949, + "n_ref": 193873 + }, + "7": { + "Dice": 0.7173540696081118, + "FN": 15106, + "FP": 1396, + "IoU": 0.5592767673530433, + "TN": 1364413, + "TP": 20941, + "n_pred": 22337, + "n_ref": 36047 + }, + "8": { + "Dice": 0.671759552848526, + "FN": 22117, + "FP": 140, + "IoU": 0.5057514656244448, + "TN": 1356824, + "TP": 22775, + "n_pred": 22915, + "n_ref": 44892 + }, + "9": { + "Dice": 0.7134232498394348, + "FN": 1527, + "FP": 704, + "IoU": 0.5545127795527156, + "TN": 1396848, + "TP": 2777, + "n_pred": 3481, + "n_ref": 4304 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0226.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0226.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9746007981652688, + "FN": 2482, + "FP": 2845, + "IoU": 0.950459875940444, + "TN": 768631, + "TP": 102202, + "n_pred": 105047, + "n_ref": 104684 + }, + "10": { + "Dice": 0.0, + "FN": 895, + "FP": 703, + "IoU": 0.0, + "TN": 874562, + "TP": 0, + "n_pred": 703, + "n_ref": 895 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6615042425240959, + "FN": 11719, + "FP": 608, + "IoU": 0.49421467257508617, + "TN": 851788, + "TP": 12045, + "n_pred": 12653, + "n_ref": 23764 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8881098451650599, + "FN": 7, + "FP": 759, + "IoU": 0.7987388334209143, + "TN": 872354, + "TP": 3040, + "n_pred": 3799, + "n_ref": 3047 + }, + "3": { + "Dice": 0.9647813346602532, + "FN": 1470, + "FP": 441, + "IoU": 0.9319589831232643, + "TN": 848074, + "TP": 26175, + "n_pred": 26616, + "n_ref": 27645 + }, + "4": { + "Dice": 0.047058823529411764, + "FN": 61, + "FP": 20, + "IoU": 0.024096385542168676, + "TN": 876077, + "TP": 2, + "n_pred": 22, + "n_ref": 63 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.4525790349417637, + "FN": 127, + "FP": 531, + "IoU": 0.2924731182795699, + "TN": 875230, + "TP": 272, + "n_pred": 803, + "n_ref": 399 + }, + "7": { + "Dice": 0.8348756688700032, + "FN": 2542, + "FP": 81, + "IoU": 0.7165550032418414, + "TN": 866906, + "TP": 6631, + "n_pred": 6712, + "n_ref": 9173 + }, + "8": { + "Dice": 0.2, + "FN": 3, + "FP": 5, + "IoU": 0.1111111111111111, + "TN": 876151, + "TP": 1, + "n_pred": 6, + "n_ref": 4 + }, + "9": { + "Dice": 0.5042579518159983, + "FN": 3058, + "FP": 3753, + "IoU": 0.33712895377128954, + "TN": 865885, + "TP": 3464, + "n_pred": 7217, + "n_ref": 6522 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0235.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0235.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 226, + "FP": 496, + "IoU": 0.0, + "TN": 1576366, + "TP": 0, + "n_pred": 496, + "n_ref": 226 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8917647058823529, + "FN": 41, + "FP": 51, + "IoU": 0.8046709129511678, + "TN": 1576617, + "TP": 379, + "n_pred": 430, + "n_ref": 420 + }, + "15": { + "Dice": 0.0, + "FN": 184, + "FP": 0, + "IoU": 0.0, + "TN": 1576904, + "TP": 0, + "n_pred": 0, + "n_ref": 184 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8898200171412246, + "FN": 948, + "FP": 1366, + "IoU": 0.8015096929147366, + "TN": 1565430, + "TP": 9344, + "n_pred": 10710, + "n_ref": 10292 + }, + "7": { + "Dice": 0.5487864974744364, + "FN": 1140, + "FP": 13510, + "IoU": 0.37815696761322637, + "TN": 1553529, + "TP": 8909, + "n_pred": 22419, + "n_ref": 10049 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0237.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0237.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8407370459480078, + "FN": 4269, + "FP": 1159, + "IoU": 0.7252341179448241, + "TN": 1557333, + "TP": 14327, + "n_pred": 15486, + "n_ref": 18596 + }, + "11": { + "Dice": 0.4628099173553719, + "FN": 65, + "FP": 0, + "IoU": 0.3010752688172043, + "TN": 1576995, + "TP": 28, + "n_pred": 28, + "n_ref": 93 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.22835804818498437, + "FN": 17641, + "FP": 3850, + "IoU": 0.12889627497871994, + "TN": 1552417, + "TP": 3180, + "n_pred": 7030, + "n_ref": 20821 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 4829, + "IoU": 0.0, + "TN": 1572259, + "TP": 0, + "n_pred": 4829, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 11757, + "FP": 0, + "IoU": 0.0, + "TN": 1565331, + "TP": 0, + "n_pred": 0, + "n_ref": 11757 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9380548204660714, + "FN": 2545, + "FP": 18452, + "IoU": 0.8833363892454119, + "TN": 1397109, + "TP": 158982, + "n_pred": 177434, + "n_ref": 161527 + }, + "7": { + "Dice": 0.7528180563871606, + "FN": 7194, + "FP": 40281, + "IoU": 0.6036152625866243, + "TN": 1457318, + "TP": 72295, + "n_pred": 112576, + "n_ref": 79489 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8613138686131386, + "FN": 1482, + "FP": 399, + "IoU": 0.7564102564102564, + "TN": 1569366, + "TP": 5841, + "n_pred": 6240, + "n_ref": 7323 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0242.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0242.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9274617067833698, + "FN": 3470, + "FP": 1834, + "IoU": 0.864735285116801, + "TN": 1713108, + "TP": 33908, + "n_pred": 35742, + "n_ref": 37378 + }, + "10": { + "Dice": 0.6405459285385677, + "FN": 2380, + "FP": 2308, + "IoU": 0.4711787930062042, + "TN": 1743455, + "TP": 4177, + "n_pred": 6485, + "n_ref": 6557 + }, + "11": { + "Dice": 0.0, + "FN": 1500, + "FP": 0, + "IoU": 0.0, + "TN": 1750820, + "TP": 0, + "n_pred": 0, + "n_ref": 1500 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 82, + "IoU": 0.0, + "TN": 1752238, + "TP": 0, + "n_pred": 82, + "n_ref": 0 + }, + "13": { + "Dice": 0.26868250539956806, + "FN": 3286, + "FP": 100, + "IoU": 0.15518962075848303, + "TN": 1748312, + "TP": 622, + "n_pred": 722, + "n_ref": 3908 + }, + "14": { + "Dice": 0.8631624421570337, + "FN": 11807, + "FP": 4664, + "IoU": 0.7592662964045601, + "TN": 1683900, + "TP": 51949, + "n_pred": 56613, + "n_ref": 63756 + }, + "15": { + "Dice": 0.7214225232853514, + "FN": 929, + "FP": 10915, + "IoU": 0.5642384105960265, + "TN": 1725140, + "TP": 15336, + "n_pred": 26251, + "n_ref": 16265 + }, + "2": { + "Dice": 0.0, + "FN": 14830, + "FP": 2757, + "IoU": 0.0, + "TN": 1734733, + "TP": 0, + "n_pred": 2757, + "n_ref": 14830 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 15804, + "IoU": 0.0, + "TN": 1736516, + "TP": 0, + "n_pred": 15804, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 356, + "IoU": 0.0, + "TN": 1751964, + "TP": 0, + "n_pred": 356, + "n_ref": 0 + }, + "5": { + "Dice": 0.4524590163934426, + "FN": 149, + "FP": 18, + "IoU": 0.2923728813559322, + "TN": 1752084, + "TP": 69, + "n_pred": 87, + "n_ref": 218 + }, + "6": { + "Dice": 0.9228010551378694, + "FN": 16835, + "FP": 14421, + "IoU": 0.8566672475305641, + "TN": 1534254, + "TP": 186810, + "n_pred": 201231, + "n_ref": 203645 + }, + "7": { + "Dice": 0.9240340639222568, + "FN": 14654, + "FP": 19413, + "IoU": 0.8587949050605366, + "TN": 1511061, + "TP": 207192, + "n_pred": 226605, + "n_ref": 221846 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 3628, + "IoU": 0.0, + "TN": 1748692, + "TP": 0, + "n_pred": 3628, + "n_ref": 0 + }, + "9": { + "Dice": 0.7684481860312063, + "FN": 16832, + "FP": 56, + "IoU": 0.6239674021954532, + "TN": 1707409, + "TP": 28023, + "n_pred": 28079, + "n_ref": 44855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0294.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0294.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7885650906098499, + "FN": 5584, + "FP": 6235, + "IoU": 0.6509347588528899, + "TN": 1017533, + "TP": 22040, + "n_pred": 28275, + "n_ref": 27624 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 167, + "IoU": 0.0, + "TN": 1051225, + "TP": 0, + "n_pred": 167, + "n_ref": 0 + }, + "13": { + "Dice": 0.6816560192483199, + "FN": 4759, + "FP": 2915, + "IoU": 0.5170547514159849, + "TN": 1035502, + "TP": 8216, + "n_pred": 11131, + "n_ref": 12975 + }, + "14": { + "Dice": 0.9176669150454713, + "FN": 8275, + "FP": 896, + "IoU": 0.8478599867285999, + "TN": 991112, + "TP": 51109, + "n_pred": 52005, + "n_ref": 59384 + }, + "15": { + "Dice": 0.8909592822636301, + "FN": 192, + "FP": 124, + "IoU": 0.8033602986932171, + "TN": 1049785, + "TP": 1291, + "n_pred": 1415, + "n_ref": 1483 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 1051391, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9610026653785442, + "FN": 334, + "FP": 4187, + "IoU": 0.9249327532959187, + "TN": 991166, + "TP": 55705, + "n_pred": 59892, + "n_ref": 56039 + }, + "7": { + "Dice": 0.7857821706899829, + "FN": 415, + "FP": 712, + "IoU": 0.6471509079524108, + "TN": 1048198, + "TP": 2067, + "n_pred": 2779, + "n_ref": 2482 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0296.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0296.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8989675516224189, + "FN": 99, + "FP": 175, + "IoU": 0.8164768921634293, + "TN": 1225131, + "TP": 1219, + "n_pred": 1394, + "n_ref": 1318 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.7343441001977588, + "FN": 478, + "FP": 731, + "IoU": 0.5802083333333333, + "TN": 1223744, + "TP": 1671, + "n_pred": 2402, + "n_ref": 2149 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 97, + "IoU": 0.0, + "TN": 1226527, + "TP": 0, + "n_pred": 97, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.45, + "FN": 0, + "FP": 44, + "IoU": 0.2903225806451613, + "TN": 1226562, + "TP": 18, + "n_pred": 62, + "n_ref": 18 + }, + "15": { + "Dice": 0.18712599596654214, + "FN": 16679, + "FP": 7908, + "IoU": 0.10322062953641901, + "TN": 1199207, + "TP": 2830, + "n_pred": 10738, + "n_ref": 19509 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 44, + "IoU": 0.0, + "TN": 1226580, + "TP": 0, + "n_pred": 44, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9873096534201191, + "FN": 1759, + "FP": 1922, + "IoU": 0.974937360422681, + "TN": 1079752, + "TP": 143191, + "n_pred": 145113, + "n_ref": 144950 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 27, + "IoU": 0.0, + "TN": 1226597, + "TP": 0, + "n_pred": 27, + "n_ref": 0 + }, + "9": { + "Dice": 0.7332686711930165, + "FN": 134, + "FP": 141, + "IoU": 0.5788667687595712, + "TN": 1225971, + "TP": 378, + "n_pred": 519, + "n_ref": 512 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0299.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0299.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9768461312150633, + "FN": 4001, + "FP": 721, + "IoU": 0.9547402018575495, + "TN": 947061, + "TP": 99609, + "n_pred": 100330, + "n_ref": 103610 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1637, + "IoU": 0.0, + "TN": 1049755, + "TP": 0, + "n_pred": 1637, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 628, + "FP": 0, + "IoU": 0.0, + "TN": 1050764, + "TP": 0, + "n_pred": 0, + "n_ref": 628 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 92, + "IoU": 0.0, + "TN": 1051300, + "TP": 0, + "n_pred": 92, + "n_ref": 0 + }, + "2": { + "Dice": 0.9707956706896261, + "FN": 655, + "FP": 1080, + "IoU": 0.9432487243229098, + "TN": 1020820, + "TP": 28837, + "n_pred": 29917, + "n_ref": 29492 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 9, + "IoU": 0.0, + "TN": 1051383, + "TP": 0, + "n_pred": 9, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8454049032312553, + "FN": 58333, + "FP": 242, + "IoU": 0.7322089844285753, + "TN": 832658, + "TP": 160159, + "n_pred": 160401, + "n_ref": 218492 + }, + "7": { + "Dice": 0.15392725355824988, + "FN": 111, + "FP": 1494, + "IoU": 0.08338092518560822, + "TN": 1049641, + "TP": 146, + "n_pred": 1640, + "n_ref": 257 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0317.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0317.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9567461978512627, + "FN": 336, + "FP": 284, + "IoU": 0.9170790423966831, + "TN": 1920075, + "TP": 6857, + "n_pred": 7141, + "n_ref": 7193 + }, + "10": { + "Dice": 0.8665687953674251, + "FN": 4755, + "FP": 5061, + "IoU": 0.7645535007555587, + "TN": 1885861, + "TP": 31875, + "n_pred": 36936, + "n_ref": 36630 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7766887417218543, + "FN": 560, + "FP": 283, + "IoU": 0.6349068860978778, + "TN": 1925243, + "TP": 1466, + "n_pred": 1749, + "n_ref": 2026 + }, + "13": { + "Dice": 0.7157827346856257, + "FN": 14979, + "FP": 1891, + "IoU": 0.55736887676121, + "TN": 1889439, + "TP": 21243, + "n_pred": 23134, + "n_ref": 36222 + }, + "14": { + "Dice": 0.939014789065055, + "FN": 2730, + "FP": 2305, + "IoU": 0.8850404128042376, + "TN": 1883754, + "TP": 38763, + "n_pred": 41068, + "n_ref": 41493 + }, + "15": { + "Dice": 0.8994599222814991, + "FN": 1183, + "FP": 4923, + "IoU": 0.8172895658158532, + "TN": 1894133, + "TP": 27313, + "n_pred": 32236, + "n_ref": 28496 + }, + "2": { + "Dice": 0.0, + "FN": 889, + "FP": 2845, + "IoU": 0.0, + "TN": 1923818, + "TP": 0, + "n_pred": 2845, + "n_ref": 889 + }, + "3": { + "Dice": 0.4479286536248562, + "FN": 7631, + "FP": 45, + "IoU": 0.2886005560704356, + "TN": 1916762, + "TP": 3114, + "n_pred": 3159, + "n_ref": 10745 + }, + "4": { + "Dice": 0.7488943488943489, + "FN": 298, + "FP": 213, + "IoU": 0.598586017282011, + "TN": 1926279, + "TP": 762, + "n_pred": 975, + "n_ref": 1060 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9838134855246502, + "FN": 3312, + "FP": 6521, + "IoU": 0.9681426308167318, + "TN": 1618895, + "TP": 298824, + "n_pred": 305345, + "n_ref": 302136 + }, + "7": { + "Dice": 0.9476550903492523, + "FN": 5314, + "FP": 3220, + "IoU": 0.9005175790357176, + "TN": 1841768, + "TP": 77250, + "n_pred": 80470, + "n_ref": 82564 + }, + "8": { + "Dice": 0.47097232079489, + "FN": 5669, + "FP": 1785, + "IoU": 0.3080207946528036, + "TN": 1916780, + "TP": 3318, + "n_pred": 5103, + "n_ref": 8987 + }, + "9": { + "Dice": 0.8138707765263782, + "FN": 1849, + "FP": 35, + "IoU": 0.6861569215392304, + "TN": 1921549, + "TP": 4119, + "n_pred": 4154, + "n_ref": 5968 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0320.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0320.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9508037706233521, + "FN": 323, + "FP": 5256, + "IoU": 0.9062211090753223, + "TN": 991901, + "TP": 53912, + "n_pred": 59168, + "n_ref": 54235 + }, + "10": { + "Dice": 0.8439173480316606, + "FN": 4659, + "FP": 1316, + "IoU": 0.7299801156905278, + "TN": 1029264, + "TP": 16153, + "n_pred": 17469, + "n_ref": 20812 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7056061239587019, + "FN": 4548, + "FP": 4605, + "IoU": 0.5451247390915416, + "TN": 1031270, + "TP": 10969, + "n_pred": 15574, + "n_ref": 15517 + }, + "14": { + "Dice": 0.9553224406626165, + "FN": 1048, + "FP": 1320, + "IoU": 0.9144663175004515, + "TN": 1023707, + "TP": 25317, + "n_pred": 26637, + "n_ref": 26365 + }, + "15": { + "Dice": 0.607013681396446, + "FN": 20700, + "FP": 6789, + "IoU": 0.43576428087604424, + "TN": 1002673, + "TP": 21230, + "n_pred": 28019, + "n_ref": 41930 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.969607790679009, + "FN": 516, + "FP": 620, + "IoU": 0.941008464454484, + "TN": 1032135, + "TP": 18121, + "n_pred": 18741, + "n_ref": 18637 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 490, + "IoU": 0.0, + "TN": 1050902, + "TP": 0, + "n_pred": 490, + "n_ref": 0 + }, + "7": { + "Dice": 0.8712033087760114, + "FN": 3415, + "FP": 571, + "IoU": 0.7717982481250358, + "TN": 1033925, + "TP": 13481, + "n_pred": 14052, + "n_ref": 16896 + }, + "8": { + "Dice": 0.9466210219348294, + "FN": 397, + "FP": 866, + "IoU": 0.8986519017814155, + "TN": 1038930, + "TP": 11199, + "n_pred": 12065, + "n_ref": 11596 + }, + "9": { + "Dice": 0.9340288432034366, + "FN": 884, + "FP": 406, + "IoU": 0.8762233736327001, + "TN": 1040970, + "TP": 9132, + "n_pred": 9538, + "n_ref": 10016 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0321.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0321.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.23486544717164462, + "FN": 72436, + "FP": 10, + "IoU": 0.13305809848620834, + "TN": 967827, + "TP": 11119, + "n_pred": 11129, + "n_ref": 83555 + }, + "10": { + "Dice": 0.18918416651180078, + "FN": 7198, + "FP": 5891, + "IoU": 0.10447454844006568, + "TN": 1036776, + "TP": 1527, + "n_pred": 7418, + "n_ref": 8725 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 174, + "IoU": 0.0, + "TN": 1051218, + "TP": 0, + "n_pred": 174, + "n_ref": 0 + }, + "12": { + "Dice": 0.141326382855488, + "FN": 2276, + "FP": 689, + "IoU": 0.07603614833281395, + "TN": 1048183, + "TP": 244, + "n_pred": 933, + "n_ref": 2520 + }, + "13": { + "Dice": 0.5197921442763258, + "FN": 2157, + "FP": 10411, + "IoU": 0.3511615900877646, + "TN": 1032022, + "TP": 6802, + "n_pred": 17213, + "n_ref": 8959 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 399, + "IoU": 0.0, + "TN": 1050993, + "TP": 0, + "n_pred": 399, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 4502, + "IoU": 0.0, + "TN": 1046890, + "TP": 0, + "n_pred": 4502, + "n_ref": 0 + }, + "3": { + "Dice": 0.9242126885022524, + "FN": 4956, + "FP": 2497, + "IoU": 0.8591035408435261, + "TN": 998495, + "TP": 45444, + "n_pred": 47941, + "n_ref": 50400 + }, + "4": { + "Dice": 0.0, + "FN": 40, + "FP": 0, + "IoU": 0.0, + "TN": 1051352, + "TP": 0, + "n_pred": 0, + "n_ref": 40 + }, + "5": { + "Dice": 0.0, + "FN": 194, + "FP": 0, + "IoU": 0.0, + "TN": 1051198, + "TP": 0, + "n_pred": 0, + "n_ref": 194 + }, + "6": { + "Dice": 0.7793511605809692, + "FN": 43145, + "FP": 38131, + "IoU": 0.63847286411373, + "TN": 826579, + "TP": 143537, + "n_pred": 181668, + "n_ref": 186682 + }, + "7": { + "Dice": 0.01539708265802269, + "FN": 11932, + "FP": 218, + "IoU": 0.007758268681094325, + "TN": 1039147, + "TP": 95, + "n_pred": 313, + "n_ref": 12027 + }, + "8": { + "Dice": 0.8142551119766309, + "FN": 13928, + "FP": 379, + "IoU": 0.6867034555248982, + "TN": 1005726, + "TP": 31359, + "n_pred": 31738, + "n_ref": 45287 + }, + "9": { + "Dice": 0.31779081133919845, + "FN": 4980, + "FP": 8978, + "IoU": 0.18891277819745483, + "TN": 1034183, + "TP": 3251, + "n_pred": 12229, + "n_ref": 8231 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0330.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0330.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9618036618620959, + "FN": 457, + "FP": 3465, + "IoU": 0.9264178908463255, + "TN": 1348555, + "TP": 49379, + "n_pred": 52844, + "n_ref": 49836 + }, + "10": { + "Dice": 0.8851812741992257, + "FN": 823, + "FP": 808, + "IoU": 0.7940136398080323, + "TN": 1393938, + "TP": 6287, + "n_pred": 7095, + "n_ref": 7110 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5534591194968553, + "FN": 269, + "FP": 15, + "IoU": 0.3826086956521739, + "TN": 1401396, + "TP": 176, + "n_pred": 191, + "n_ref": 445 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9665882834066046, + "FN": 2110, + "FP": 1158, + "IoU": 0.9353370664239499, + "TN": 1351317, + "TP": 47271, + "n_pred": 48429, + "n_ref": 49381 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8331426703709757, + "FN": 1497, + "FP": 5650, + "IoU": 0.7140056022408964, + "TN": 1376866, + "TP": 17843, + "n_pred": 23493, + "n_ref": 19340 + }, + "7": { + "Dice": 0.9569567379413227, + "FN": 5355, + "FP": 3301, + "IoU": 0.9174660081237247, + "TN": 1296978, + "TP": 96222, + "n_pred": 99523, + "n_ref": 101577 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0367.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0367.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9809294712826109, + "FN": 879, + "FP": 2197, + "IoU": 0.9625727009466333, + "TN": 1670134, + "TP": 79110, + "n_pred": 81307, + "n_ref": 79989 + }, + "10": { + "Dice": 0.874430061317541, + "FN": 2093, + "FP": 2699, + "IoU": 0.7768775899799786, + "TN": 1730843, + "TP": 16685, + "n_pred": 19384, + "n_ref": 18778 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.4549125168236878, + "FN": 1984, + "FP": 2471, + "IoU": 0.29442508710801396, + "TN": 1746006, + "TP": 1859, + "n_pred": 4330, + "n_ref": 3843 + }, + "14": { + "Dice": 0.007627349496050122, + "FN": 3643, + "FP": 0, + "IoU": 0.0038282745419742957, + "TN": 1748663, + "TP": 14, + "n_pred": 14, + "n_ref": 3657 + }, + "15": { + "Dice": 0.36841874630266647, + "FN": 57205, + "FP": 447, + "IoU": 0.22580471886876066, + "TN": 1677853, + "TP": 16815, + "n_pred": 17262, + "n_ref": 74020 + }, + "2": { + "Dice": 0.9625246548323472, + "FN": 108, + "FP": 177, + "IoU": 0.9277566539923955, + "TN": 1748375, + "TP": 3660, + "n_pred": 3837, + "n_ref": 3768 + }, + "3": { + "Dice": 0.9499146272054638, + "FN": 2047, + "FP": 241, + "IoU": 0.9046070460704607, + "TN": 1728335, + "TP": 21697, + "n_pred": 21938, + "n_ref": 23744 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.32680795987704253, + "FN": 112, + "FP": 4049, + "IoU": 0.19532005414813383, + "TN": 1747149, + "TP": 1010, + "n_pred": 5059, + "n_ref": 1122 + }, + "7": { + "Dice": 0.8241497118963846, + "FN": 7437, + "FP": 9806, + "IoU": 0.7008968065361064, + "TN": 1694671, + "TP": 40406, + "n_pred": 50212, + "n_ref": 47843 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0374.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0374.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9537393872277593, + "FN": 1527, + "FP": 1606, + "IoU": 0.9115696181094584, + "TN": 1191195, + "TP": 32296, + "n_pred": 33902, + "n_ref": 33823 + }, + "10": { + "Dice": 0.7665448639870077, + "FN": 730, + "FP": 420, + "IoU": 0.6214614878209348, + "TN": 1223586, + "TP": 1888, + "n_pred": 2308, + "n_ref": 2618 + }, + "11": { + "Dice": 0.5032679738562091, + "FN": 61, + "FP": 395, + "IoU": 0.33624454148471616, + "TN": 1225937, + "TP": 231, + "n_pred": 626, + "n_ref": 292 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8129128262751112, + "FN": 7594, + "FP": 4727, + "IoU": 0.6847962342346952, + "TN": 1187535, + "TP": 26768, + "n_pred": 31495, + "n_ref": 34362 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.12190749372534959, + "FN": 2104, + "FP": 345, + "IoU": 0.0649102710958381, + "TN": 1224005, + "TP": 170, + "n_pred": 515, + "n_ref": 2274 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9651744776171642, + "FN": 2339, + "FP": 3631, + "IoU": 0.932692958127579, + "TN": 1137926, + "TP": 82728, + "n_pred": 86359, + "n_ref": 85067 + }, + "7": { + "Dice": 0.793471757353159, + "FN": 32021, + "FP": 2842, + "IoU": 0.6576487224306223, + "TN": 1124790, + "TP": 66971, + "n_pred": 69813, + "n_ref": 98992 + }, + "8": { + "Dice": 0.8925739658375244, + "FN": 612, + "FP": 1759, + "IoU": 0.8059896898780787, + "TN": 1214403, + "TP": 9850, + "n_pred": 11609, + "n_ref": 10462 + }, + "9": { + "Dice": 0.638879351781913, + "FN": 3558, + "FP": 1701, + "IoU": 0.4693774593885582, + "TN": 1216713, + "TP": 4652, + "n_pred": 6353, + "n_ref": 8210 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0392.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0392.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.770946888071999, + "FN": 305, + "FP": 10537, + "IoU": 0.6272689768976898, + "TN": 847072, + "TP": 18246, + "n_pred": 28783, + "n_ref": 18551 + }, + "15": { + "Dice": 0.6168162180126288, + "FN": 5056, + "FP": 1862, + "IoU": 0.4459394521864488, + "TN": 863674, + "TP": 5568, + "n_pred": 7430, + "n_ref": 10624 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9737922277344673, + "FN": 2389, + "FP": 1161, + "IoU": 0.9489230680690042, + "TN": 806657, + "TP": 65953, + "n_pred": 67114, + "n_ref": 68342 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0400.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807689/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0400.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": 0.5444433675780711, + "FN": 2798.159555555556, + "FP": 2859.8333333333335, + "IoU": 0.46291817999703133, + "TN": 1441249.4622222222, + "TP": 13359.211555555556, + "n_pred": 16219.04488888889, + "n_ref": 16157.371111111113 + }, + "mean": { + "1": { + "Dice": 0.6237306882656152, + "FN": 3902.3066666666664, + "FP": 1989.58, + "IoU": 0.5667007733200864, + "TN": 1439967.8933333333, + "TP": 14406.886666666667, + "n_pred": 16396.466666666667, + "n_ref": 18309.193333333336 + }, + "10": { + "Dice": 0.5366488428819529, + "FN": 2611.526666666667, + "FP": 1957.273333333333, + "IoU": 0.4312464245224966, + "TN": 1449664.1866666668, + "TP": 6033.68, + "n_pred": 7990.953333333333, + "n_ref": 8645.206666666667 + }, + "11": { + "Dice": 0.3892721533778526, + "FN": 252.14000000000001, + "FP": 93.36666666666666, + "IoU": 0.2807645906445709, + "TN": 1459688.12, + "TP": 233.04000000000002, + "n_pred": 326.40666666666664, + "n_ref": 485.1800000000001 + }, + "12": { + "Dice": 0.2644703201407871, + "FN": 279.8066666666667, + "FP": 155.32666666666665, + "IoU": 0.19061531245920504, + "TN": 1459591.1600000001, + "TP": 240.37333333333336, + "n_pred": 395.7, + "n_ref": 520.1800000000001 + }, + "13": { + "Dice": 0.4154707699955732, + "FN": 3128.4666666666662, + "FP": 1850.013333333333, + "IoU": 0.31272903602618574, + "TN": 1451270.22, + "TP": 4017.966666666667, + "n_pred": 5867.9800000000005, + "n_ref": 7146.433333333334 + }, + "14": { + "Dice": 0.5611182207132711, + "FN": 2449.313333333333, + "FP": 2909.6800000000003, + "IoU": 0.49616504738578565, + "TN": 1443901.0933333333, + "TP": 11006.58, + "n_pred": 13916.259999999998, + "n_ref": 13455.893333333335 + }, + "15": { + "Dice": 0.45183700265516114, + "FN": 2099.0133333333333, + "FP": 2561.52, + "IoU": 0.36364119205492706, + "TN": 1452073.1333333333, + "TP": 3533.0, + "n_pred": 6094.5199999999995, + "n_ref": 5632.013333333333 + }, + "2": { + "Dice": 0.5923112014043606, + "FN": 2393.9933333333333, + "FP": 1649.8866666666665, + "IoU": 0.5263700629272015, + "TN": 1444535.1400000001, + "TP": 11687.646666666666, + "n_pred": 13337.533333333335, + "n_ref": 14081.64 + }, + "3": { + "Dice": 0.5923794792325895, + "FN": 3162.693333333333, + "FP": 2602.1333333333337, + "IoU": 0.5380288610412951, + "TN": 1441807.9, + "TP": 12693.939999999999, + "n_pred": 15296.073333333334, + "n_ref": 15856.633333333335 + }, + "4": { + "Dice": 0.42219646146839523, + "FN": 1288.4333333333334, + "FP": 1090.0466666666666, + "IoU": 0.35133785862276723, + "TN": 1454730.9133333336, + "TP": 3157.2733333333335, + "n_pred": 4247.32, + "n_ref": 4445.706666666667 + }, + "5": { + "Dice": 0.42489125885230433, + "FN": 634.0133333333334, + "FP": 379.09333333333336, + "IoU": 0.3199752151993932, + "TN": 1458383.1266666665, + "TP": 870.4333333333332, + "n_pred": 1249.5266666666666, + "n_ref": 1504.4466666666667 + }, + "6": { + "Dice": 0.8308791671327089, + "FN": 6989.846666666666, + "FP": 14517.173333333334, + "IoU": 0.7684700786221177, + "TN": 1353149.6733333333, + "TP": 85609.97333333334, + "n_pred": 100127.14666666667, + "n_ref": 92599.81999999999 + }, + "7": { + "Dice": 0.5853204799939624, + "FN": 10015.473333333333, + "FP": 9073.26, + "IoU": 0.5012210437761736, + "TN": 1409529.5466666664, + "TP": 31648.386666666665, + "n_pred": 40721.64666666667, + "n_ref": 41663.86 + }, + "8": { + "Dice": 0.7741985247174326, + "FN": 1259.5533333333333, + "FP": 920.3266666666666, + "IoU": 0.7030403582530573, + "TN": 1448907.5333333334, + "TP": 9179.253333333332, + "n_pred": 10099.58, + "n_ref": 10438.806666666667 + }, + "9": { + "Dice": 0.7019259428390991, + "FN": 1505.8133333333333, + "FP": 1148.8200000000002, + "IoU": 0.5934668451002063, + "TN": 1451542.2933333335, + "TP": 6069.74, + "n_pred": 7218.56, + "n_ref": 7575.553333333334 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/loop_004/summary.json b/nnActive_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/loop_004/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b668e38922c678a86d00ec7f3487b3b96617d61d --- /dev/null +++ b/nnActive_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/loop_004/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.7679011529515273, + "FN": 21777.077333333335, + "FP": 18480.487999999998, + "IoU": 0.6639722732496675, + "TN": 96251889.82133333, + "TP": 164813.45333333334, + "n_pred": 183293.94133333338, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.9030314397308615, + "FN": 14333.84, + "FP": 18054.94, + "IoU": 0.8443718618560146, + "TN": 96244617.76, + "TP": 179954.3, + "n_pred": 198009.24, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.7400210051043642, + "FN": 17520.28, + "FP": 17692.9, + "IoU": 0.6079267860860152, + "TN": 96365045.38, + "TP": 56702.28, + "n_pred": 74395.18, + "n_ref": 74222.56 + }, + "11": { + "Dice": 0.6166618851681072, + "FN": 1664.98, + "FP": 591.4, + "IoU": 0.46231682879773367, + "TN": 96452669.06, + "TP": 2035.4, + "n_pred": 2626.8, + "n_ref": 3700.38 + }, + "12": { + "Dice": 0.5870651352330667, + "FN": 2007.94, + "FP": 820.5, + "IoU": 0.43780400099989064, + "TN": 96451903.68, + "TP": 2228.72, + "n_pred": 3049.22, + "n_ref": 4236.66 + }, + "13": { + "Dice": 0.6071048610690147, + "FN": 24980.58, + "FP": 13069.12, + "IoU": 0.4626907178907283, + "TN": 96386033.58, + "TP": 32877.56, + "n_pred": 45946.68, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.7395586154232685, + "FN": 43899.4, + "FP": 20156.9, + "IoU": 0.6395129764311999, + "TN": 96298445.8, + "TP": 94458.74, + "n_pred": 114615.64, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.6815558942515804, + "FN": 19152.18, + "FP": 12207.6, + "IoU": 0.5546843108750964, + "TN": 96390706.2, + "TP": 34894.86, + "n_pred": 47102.46, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.8789218065633528, + "FN": 26210.06, + "FP": 6924.62, + "IoU": 0.8056310538437317, + "TN": 96293194.52, + "TP": 130631.64, + "n_pred": 137556.26, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.9008080438944822, + "FN": 8095.34, + "FP": 28444.18, + "IoU": 0.8283169849028866, + "TN": 96265114.08, + "TP": 155307.24, + "n_pred": 183751.42, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.6840595016644585, + "FN": 7143.58, + "FP": 4718.78, + "IoU": 0.590290924821749, + "TN": 96425664.56, + "TP": 19433.92, + "n_pred": 24152.7, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.6474649973768591, + "FN": 8291.26, + "FP": 2964.58, + "IoU": 0.5053296671585426, + "TN": 96436844.1, + "TP": 8860.9, + "n_pred": 11825.48, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.9500788555001938, + "FN": 63973.7, + "FP": 78164.88, + "IoU": 0.9080653342969889, + "TN": 95019572.34, + "TP": 1295249.92, + "n_pred": 1373414.8, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.8037786730384413, + "FN": 65079.72, + "FP": 55795.28, + "IoU": 0.7012649151246727, + "TN": 96062240.9, + "TP": 273844.94, + "n_pred": 329640.22, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.9237855026683782, + "FN": 12026.04, + "FP": 8755.0, + "IoU": 0.8599833696244963, + "TN": 96315836.66, + "TP": 120343.14, + "n_pred": 129098.14, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.854621077586481, + "FN": 12277.26, + "FP": 8846.64, + "IoU": 0.7513943660352651, + "TN": 96370458.7, + "TP": 65378.24, + "n_pred": 74224.88, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9350582796902208, + "FN": 3283, + "FP": 9136, + "IoU": 0.8780370435841534, + "TN": 119491494, + "TP": 89407, + "n_pred": 98543, + "n_ref": 92690 + }, + "10": { + "Dice": 0.7883397318671204, + "FN": 10241, + "FP": 24713, + "IoU": 0.6506276987046218, + "TN": 119493272, + "TP": 65094, + "n_pred": 89807, + "n_ref": 75335 + }, + "11": { + "Dice": 0.6523297491039427, + "FN": 1635, + "FP": 402, + "IoU": 0.48404255319148937, + "TN": 119589372, + "TP": 1911, + "n_pred": 2313, + "n_ref": 3546 + }, + "12": { + "Dice": 0.6821071752951862, + "FN": 1461, + "FP": 1339, + "IoU": 0.5175740868366644, + "TN": 119587516, + "TP": 3004, + "n_pred": 4343, + "n_ref": 4465 + }, + "13": { + "Dice": 0.5048136787438879, + "FN": 27824, + "FP": 21091, + "IoU": 0.33762593435164123, + "TN": 119519472, + "TP": 24933, + "n_pred": 46024, + "n_ref": 52757 + }, + "14": { + "Dice": 0.34747009784955835, + "FN": 194947, + "FP": 2380, + "IoU": 0.21026554339343245, + "TN": 119343455, + "TP": 52538, + "n_pred": 54918, + "n_ref": 247485 + }, + "15": { + "Dice": 0.015465398463240642, + "FN": 31598, + "FP": 129463, + "IoU": 0.007792959846235354, + "TN": 119430994, + "TP": 1265, + "n_pred": 130728, + "n_ref": 32863 + }, + "2": { + "Dice": 0.9516178308568254, + "FN": 3746, + "FP": 10190, + "IoU": 0.9077012742734522, + "TN": 119442332, + "TP": 137052, + "n_pred": 147242, + "n_ref": 140798 + }, + "3": { + "Dice": 0.952584237165582, + "FN": 5700, + "FP": 10694, + "IoU": 0.9094614297075196, + "TN": 119412248, + "TP": 164678, + "n_pred": 175372, + "n_ref": 170378 + }, + "4": { + "Dice": 0.8290804115208154, + "FN": 21414, + "FP": 1795, + "IoU": 0.7080592208707027, + "TN": 119513821, + "TP": 56290, + "n_pred": 58085, + "n_ref": 77704 + }, + "5": { + "Dice": 0.05422400657847002, + "FN": 62022, + "FP": 16188, + "IoU": 0.027867548351812262, + "TN": 119512868, + "TP": 2242, + "n_pred": 18430, + "n_ref": 64264 + }, + "6": { + "Dice": 0.9621055120693345, + "FN": 26427, + "FP": 64597, + "IoU": 0.9269781497612173, + "TN": 118346789, + "TP": 1155507, + "n_pred": 1220104, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 199232, + "IoU": 0.0, + "TN": 119394088, + "TP": 0, + "n_pred": 199232, + "n_ref": 0 + }, + "8": { + "Dice": 0.8810367506201612, + "FN": 37001, + "FP": 30378, + "IoU": 0.7873687997424909, + "TN": 119276438, + "TP": 249503, + "n_pred": 279881, + "n_ref": 286504 + }, + "9": { + "Dice": 0.8246105424252487, + "FN": 19419, + "FP": 4877, + "IoU": 0.701563670757023, + "TN": 119511909, + "TP": 57115, + "n_pred": 61992, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9378624206252452, + "FN": 11624, + "FP": 11822, + "IoU": 0.8829952341742147, + "TN": 72625275, + "TP": 176939, + "n_pred": 188761, + "n_ref": 188563 + }, + "10": { + "Dice": 0.624168826615939, + "FN": 14148, + "FP": 51247, + "IoU": 0.4536667279319621, + "TN": 72705962, + "TP": 54303, + "n_pred": 105550, + "n_ref": 68451 + }, + "11": { + "Dice": 0.5975845410628019, + "FN": 1010, + "FP": 656, + "IoU": 0.42611091973820187, + "TN": 72822757, + "TP": 1237, + "n_pred": 1893, + "n_ref": 2247 + }, + "12": { + "Dice": 0.6807146129180027, + "FN": 645, + "FP": 1446, + "IoU": 0.5159722222222223, + "TN": 72821340, + "TP": 2229, + "n_pred": 3675, + "n_ref": 2874 + }, + "13": { + "Dice": 0.6817496534488167, + "FN": 16494, + "FP": 14959, + "IoU": 0.5171625065242087, + "TN": 72760518, + "TP": 33689, + "n_pred": 48648, + "n_ref": 50183 + }, + "14": { + "Dice": 0.8723395403296266, + "FN": 3502, + "FP": 17977, + "IoU": 0.7735835134137986, + "TN": 72730795, + "TP": 73386, + "n_pred": 91363, + "n_ref": 76888 + }, + "15": { + "Dice": 0.7033168368958619, + "FN": 9084, + "FP": 19092, + "IoU": 0.5423968297792864, + "TN": 72764087, + "TP": 33397, + "n_pred": 52489, + "n_ref": 42481 + }, + "2": { + "Dice": 0.9601264320056984, + "FN": 6441, + "FP": 4307, + "IoU": 0.9233107384944702, + "TN": 72685510, + "TP": 129402, + "n_pred": 133709, + "n_ref": 135843 + }, + "3": { + "Dice": 0.960228854182774, + "FN": 2951, + "FP": 7337, + "IoU": 0.9235001933315488, + "TN": 72691176, + "TP": 124196, + "n_pred": 131533, + "n_ref": 127147 + }, + "4": { + "Dice": 0.8409743866552907, + "FN": 2861, + "FP": 6272, + "IoU": 0.7255874046030888, + "TN": 72792378, + "TP": 24149, + "n_pred": 30421, + "n_ref": 27010 + }, + "5": { + "Dice": 0.763673518451737, + "FN": 2286, + "FP": 1646, + "IoU": 0.6176956733106466, + "TN": 72815375, + "TP": 6353, + "n_pred": 7999, + "n_ref": 8639 + }, + "6": { + "Dice": 0.951095185929789, + "FN": 53944, + "FP": 64716, + "IoU": 0.9067507110002884, + "TN": 71553157, + "TP": 1153843, + "n_pred": 1218559, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.8722202223398624, + "FN": 32928, + "FP": 27416, + "IoU": 0.7733958700248219, + "TN": 72559363, + "TP": 205953, + "n_pred": 233369, + "n_ref": 238881 + }, + "8": { + "Dice": 0.9261328901938162, + "FN": 4413, + "FP": 4166, + "IoU": 0.8624278383579217, + "TN": 72763300, + "TP": 53781, + "n_pred": 57947, + "n_ref": 58194 + }, + "9": { + "Dice": 0.8532078779888776, + "FN": 14238, + "FP": 7697, + "IoU": 0.743995238206391, + "TN": 72739978, + "TP": 63747, + "n_pred": 71444, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9630998745791801, + "FN": 12011, + "FP": 6995, + "IoU": 0.9288260758848994, + "TN": 71542452, + "TP": 248030, + "n_pred": 255025, + "n_ref": 260041 + }, + "10": { + "Dice": 0.8401727380992131, + "FN": 18231, + "FP": 10489, + "IoU": 0.7243947143665973, + "TN": 71705281, + "TP": 75487, + "n_pred": 85976, + "n_ref": 93718 + }, + "11": { + "Dice": 0.5930860640979474, + "FN": 1722, + "FP": 538, + "IoU": 0.42155106219605837, + "TN": 71805581, + "TP": 1647, + "n_pred": 2185, + "n_ref": 3369 + }, + "12": { + "Dice": 0.5619634030006071, + "FN": 3269, + "FP": 1782, + "IoU": 0.3907851887588952, + "TN": 71801197, + "TP": 3240, + "n_pred": 5022, + "n_ref": 6509 + }, + "13": { + "Dice": 0.6850158475718605, + "FN": 26295, + "FP": 8289, + "IoU": 0.5209308768527496, + "TN": 71737298, + "TP": 37606, + "n_pred": 45895, + "n_ref": 63901 + }, + "14": { + "Dice": 0.7463517977689472, + "FN": 210390, + "FP": 1528, + "IoU": 0.5953438902881235, + "TN": 71285789, + "TP": 311781, + "n_pred": 313309, + "n_ref": 522171 + }, + "15": { + "Dice": 0.31610360150977074, + "FN": 146661, + "FP": 467, + "IoU": 0.18772152597581848, + "TN": 71628358, + "TP": 34002, + "n_pred": 34469, + "n_ref": 180663 + }, + "2": { + "Dice": 0.9239657449028041, + "FN": 13573, + "FP": 8366, + "IoU": 0.8586768874001546, + "TN": 71654248, + "TP": 133301, + "n_pred": 141667, + "n_ref": 146874 + }, + "3": { + "Dice": 0.9322015987995794, + "FN": 8560, + "FP": 17104, + "IoU": 0.8730127313841236, + "TN": 71607389, + "TP": 176435, + "n_pred": 193539, + "n_ref": 184995 + }, + "4": { + "Dice": 0.7332884701659937, + "FN": 899, + "FP": 8613, + "IoU": 0.578891446785904, + "TN": 71786900, + "TP": 13076, + "n_pred": 21689, + "n_ref": 13975 + }, + "5": { + "Dice": 0.8120860927152318, + "FN": 1514, + "FP": 2572, + "IoU": 0.6836236933797909, + "TN": 71796573, + "TP": 8829, + "n_pred": 11401, + "n_ref": 10343 + }, + "6": { + "Dice": 0.9681355926774958, + "FN": 39074, + "FP": 40518, + "IoU": 0.9382391579816453, + "TN": 70520775, + "TP": 1209121, + "n_pred": 1249639, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.9230358576537687, + "FN": 13826, + "FP": 23081, + "IoU": 0.8570720429399623, + "TN": 71551267, + "TP": 221314, + "n_pred": 244395, + "n_ref": 235140 + }, + "8": { + "Dice": 0.9275064267352185, + "FN": 8173, + "FP": 3248, + "IoU": 0.8648130393096836, + "TN": 71725005, + "TP": 73062, + "n_pred": 76310, + "n_ref": 81235 + }, + "9": { + "Dice": 0.852743786757731, + "FN": 16239, + "FP": 8599, + "IoU": 0.7432897524675728, + "TN": 71712733, + "TP": 71917, + "n_pred": 80516, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9672380684745445, + "FN": 7679, + "FP": 6311, + "IoU": 0.9365547266501894, + "TN": 135225005, + "TP": 206515, + "n_pred": 212826, + "n_ref": 214194 + }, + "10": { + "Dice": 0.7649755730928223, + "FN": 18978, + "FP": 21673, + "IoU": 0.6194011684518014, + "TN": 135338702, + "TP": 66157, + "n_pred": 87830, + "n_ref": 85135 + }, + "11": { + "Dice": 0.5783173734610123, + "FN": 1856, + "FP": 610, + "IoU": 0.4067837382727929, + "TN": 135441353, + "TP": 1691, + "n_pred": 2301, + "n_ref": 3547 + }, + "12": { + "Dice": 0.601113172541744, + "FN": 2916, + "FP": 524, + "IoU": 0.4297082228116711, + "TN": 135439478, + "TP": 2592, + "n_pred": 3116, + "n_ref": 5508 + }, + "13": { + "Dice": 0.6916259440248779, + "FN": 9436, + "FP": 18330, + "IoU": 0.528614841349337, + "TN": 135386607, + "TP": 31137, + "n_pred": 49467, + "n_ref": 40573 + }, + "14": { + "Dice": 0.9068045809201782, + "FN": 11337, + "FP": 15729, + "IoU": 0.8294990676812982, + "TN": 135286766, + "TP": 131678, + "n_pred": 147407, + "n_ref": 143015 + }, + "15": { + "Dice": 0.6864177064898407, + "FN": 20658, + "FP": 7338, + "IoU": 0.5225540187935945, + "TN": 135386873, + "TP": 30641, + "n_pred": 37979, + "n_ref": 51299 + }, + "2": { + "Dice": 0.899358822864541, + "FN": 34486, + "FP": 4692, + "IoU": 0.8171226386470679, + "TN": 135231279, + "TP": 175053, + "n_pred": 179745, + "n_ref": 209539 + }, + "3": { + "Dice": 0.8959188014708117, + "FN": 20491, + "FP": 27459, + "IoU": 0.811460971044809, + "TN": 135191186, + "TP": 206374, + "n_pred": 233833, + "n_ref": 226865 + }, + "4": { + "Dice": 0.857128248392581, + "FN": 3314, + "FP": 7863, + "IoU": 0.7499776306370795, + "TN": 135400806, + "TP": 33527, + "n_pred": 41390, + "n_ref": 36841 + }, + "5": { + "Dice": 0.5552325581395349, + "FN": 15247, + "FP": 5255, + "IoU": 0.3843058350100604, + "TN": 135412211, + "TP": 12797, + "n_pred": 18052, + "n_ref": 28044 + }, + "6": { + "Dice": 0.9611425431401264, + "FN": 40956, + "FP": 90147, + "IoU": 0.9251919373475415, + "TN": 133692985, + "TP": 1621422, + "n_pred": 1711569, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.822775578983142, + "FN": 24658, + "FP": 50435, + "IoU": 0.698911409153786, + "TN": 135196105, + "TP": 174312, + "n_pred": 224747, + "n_ref": 198970 + }, + "8": { + "Dice": 0.8944912921266915, + "FN": 42685, + "FP": 15571, + "IoU": 0.8091218872870249, + "TN": 135140310, + "TP": 246944, + "n_pred": 262515, + "n_ref": 289629 + }, + "9": { + "Dice": 0.8200612002608536, + "FN": 24470, + "FP": 7813, + "IoU": 0.6950031649456291, + "TN": 135339663, + "TP": 73564, + "n_pred": 81377, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9276269360402479, + "FN": 21587, + "FP": 15024, + "IoU": 0.8650226000781601, + "TN": 105482767, + "TP": 234627, + "n_pred": 249651, + "n_ref": 256214 + }, + "10": { + "Dice": 0.4147422500307346, + "FN": 28436, + "FP": 62015, + "IoU": 0.26162448979591835, + "TN": 105631505, + "TP": 32049, + "n_pred": 94064, + "n_ref": 60485 + }, + "11": { + "Dice": 0.659499689890428, + "FN": 874, + "FP": 773, + "IoU": 0.4919802590993214, + "TN": 105750763, + "TP": 1595, + "n_pred": 2368, + "n_ref": 2469 + }, + "12": { + "Dice": 0.5817355489277092, + "FN": 2356, + "FP": 589, + "IoU": 0.41017424394151814, + "TN": 105749012, + "TP": 2048, + "n_pred": 2637, + "n_ref": 4404 + }, + "13": { + "Dice": 0.47142322889058713, + "FN": 51909, + "FP": 13107, + "IoU": 0.30840664191726325, + "TN": 105659996, + "TP": 28993, + "n_pred": 42100, + "n_ref": 80902 + }, + "14": { + "Dice": 0.9299813372563364, + "FN": 22742, + "FP": 3483, + "IoU": 0.8691262775471096, + "TN": 105553621, + "TP": 174159, + "n_pred": 177642, + "n_ref": 196901 + }, + "15": { + "Dice": 0.8065186689728494, + "FN": 2519, + "FP": 9674, + "IoU": 0.675769823964261, + "TN": 105716399, + "TP": 25413, + "n_pred": 35087, + "n_ref": 27932 + }, + "2": { + "Dice": 0.935571986234694, + "FN": 9210, + "FP": 10579, + "IoU": 0.8789434082303067, + "TN": 105590536, + "TP": 143680, + "n_pred": 154259, + "n_ref": 152890 + }, + "3": { + "Dice": 0.9099087457280408, + "FN": 5989, + "FP": 26778, + "IoU": 0.8347087843904801, + "TN": 105555767, + "TP": 165471, + "n_pred": 192249, + "n_ref": 171460 + }, + "4": { + "Dice": 0.6073592717501577, + "FN": 18703, + "FP": 9937, + "IoU": 0.43612057254237957, + "TN": 105703214, + "TP": 22151, + "n_pred": 32088, + "n_ref": 40854 + }, + "5": { + "Dice": 0.6852002531416689, + "FN": 4786, + "FP": 2178, + "IoU": 0.5211441930825826, + "TN": 105739462, + "TP": 7579, + "n_pred": 9757, + "n_ref": 12365 + }, + "6": { + "Dice": 0.9604715497742312, + "FN": 51665, + "FP": 70561, + "IoU": 0.9239492671563077, + "TN": 104146841, + "TP": 1484938, + "n_pred": 1555499, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.842256813292908, + "FN": 19752, + "FP": 73378, + "IoU": 0.7274988295880149, + "TN": 105412245, + "TP": 248630, + "n_pred": 322008, + "n_ref": 268382 + }, + "8": { + "Dice": 0.902577191905485, + "FN": 4861, + "FP": 13231, + "IoU": 0.8224516432938498, + "TN": 105652106, + "TP": 83807, + "n_pred": 97038, + "n_ref": 88668 + }, + "9": { + "Dice": 0.8297085748334326, + "FN": 13538, + "FP": 11612, + "IoU": 0.7089760353625939, + "TN": 105667586, + "TP": 61269, + "n_pred": 72881, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9645274554562171, + "FN": 9868, + "FP": 8034, + "IoU": 0.931485301603218, + "TN": 96876593, + "TP": 243385, + "n_pred": 251419, + "n_ref": 253253 + }, + "10": { + "Dice": 0.8226677892121202, + "FN": 11928, + "FP": 31462, + "IoU": 0.6987558665889083, + "TN": 96993844, + "TP": 100646, + "n_pred": 132108, + "n_ref": 112574 + }, + "11": { + "Dice": 0.685419734904271, + "FN": 1234, + "FP": 902, + "IoU": 0.5213981626708492, + "TN": 97133417, + "TP": 2327, + "n_pred": 3229, + "n_ref": 3561 + }, + "12": { + "Dice": 0.7595248767368893, + "FN": 1129, + "FP": 1017, + "IoU": 0.6122854561878952, + "TN": 97132345, + "TP": 3389, + "n_pred": 4406, + "n_ref": 4518 + }, + "13": { + "Dice": 0.7314813008447297, + "FN": 12402, + "FP": 15126, + "IoU": 0.5766421112529413, + "TN": 97072857, + "TP": 37495, + "n_pred": 52621, + "n_ref": 49897 + }, + "14": { + "Dice": 0.930113418442825, + "FN": 26808, + "FP": 8906, + "IoU": 0.8693570276291194, + "TN": 96864509, + "TP": 237657, + "n_pred": 246563, + "n_ref": 264465 + }, + "15": { + "Dice": 0.752754148654302, + "FN": 3479, + "FP": 8932, + "IoU": 0.6035330948121646, + "TN": 97106576, + "TP": 18893, + "n_pred": 27825, + "n_ref": 22372 + }, + "2": { + "Dice": 0.9391787007855497, + "FN": 8224, + "FP": 8585, + "IoU": 0.8853316778999645, + "TN": 96991292, + "TP": 129779, + "n_pred": 138364, + "n_ref": 138003 + }, + "3": { + "Dice": 0.9370972671471869, + "FN": 11290, + "FP": 8468, + "IoU": 0.8816397194050236, + "TN": 96970949, + "TP": 147173, + "n_pred": 155641, + "n_ref": 158463 + }, + "4": { + "Dice": 0.9019907029558922, + "FN": 2077, + "FP": 3447, + "IoU": 0.8214782018550237, + "TN": 97106937, + "TP": 25419, + "n_pred": 28866, + "n_ref": 27496 + }, + "5": { + "Dice": 0.7922219943954617, + "FN": 3042, + "FP": 3038, + "IoU": 0.655933450285779, + "TN": 97120209, + "TP": 11591, + "n_pred": 14629, + "n_ref": 14633 + }, + "6": { + "Dice": 0.9740526905568032, + "FN": 39150, + "FP": 38698, + "IoU": 0.9494178517661322, + "TN": 95598839, + "TP": 1461193, + "n_pred": 1499891, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.9361849657542162, + "FN": 11222, + "FP": 21910, + "IoU": 0.8800260718424102, + "TN": 96861720, + "TP": 243028, + "n_pred": 264938, + "n_ref": 254250 + }, + "8": { + "Dice": 0.9297089127514694, + "FN": 8316, + "FP": 9790, + "IoU": 0.8686505230474587, + "TN": 97000034, + "TP": 119740, + "n_pred": 129530, + "n_ref": 128056 + }, + "9": { + "Dice": 0.8278996844553066, + "FN": 5742, + "FP": 20383, + "IoU": 0.7063385902004204, + "TN": 97048917, + "TP": 62838, + "n_pred": 83221, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9632487723189029, + "FN": 3249, + "FP": 9743, + "IoU": 0.9291030930085347, + "TN": 130583540, + "TP": 170260, + "n_pred": 180003, + "n_ref": 173509 + }, + "10": { + "Dice": 0.7826316960126, + "FN": 12153, + "FP": 24006, + "IoU": 0.6428881821952713, + "TN": 130665538, + "TP": 65095, + "n_pred": 89101, + "n_ref": 77248 + }, + "11": { + "Dice": 0.7282593949260616, + "FN": 1365, + "FP": 638, + "IoU": 0.5726477490932366, + "TN": 130762105, + "TP": 2684, + "n_pred": 3322, + "n_ref": 4049 + }, + "12": { + "Dice": 0.669896556239361, + "FN": 770, + "FP": 1751, + "IoU": 0.5036424493010435, + "TN": 130761713, + "TP": 2558, + "n_pred": 4309, + "n_ref": 3328 + }, + "13": { + "Dice": 0.787594921223031, + "FN": 16302, + "FP": 8005, + "IoU": 0.6496136769878337, + "TN": 130697420, + "TP": 45065, + "n_pred": 53070, + "n_ref": 61367 + }, + "14": { + "Dice": 0.95198472577218, + "FN": 4858, + "FP": 10734, + "IoU": 0.9083691327625014, + "TN": 130596631, + "TP": 154569, + "n_pred": 165303, + "n_ref": 159427 + }, + "15": { + "Dice": 0.8643015446040366, + "FN": 3246, + "FP": 4775, + "IoU": 0.761030835691941, + "TN": 130733227, + "TP": 25544, + "n_pred": 30319, + "n_ref": 28790 + }, + "2": { + "Dice": 0.8659332855517783, + "FN": 34639, + "FP": 6139, + "IoU": 0.7635646779149997, + "TN": 130594322, + "TP": 131692, + "n_pred": 137831, + "n_ref": 166331 + }, + "3": { + "Dice": 0.8849477660601826, + "FN": 5229, + "FP": 36588, + "IoU": 0.7936379472855669, + "TN": 130564153, + "TP": 160822, + "n_pred": 197410, + "n_ref": 166051 + }, + "4": { + "Dice": 0.7251061498424873, + "FN": 11407, + "FP": 2642, + "IoU": 0.5687580575848732, + "TN": 130734214, + "TP": 18529, + "n_pred": 21171, + "n_ref": 29936 + }, + "5": { + "Dice": 0.6307601690804518, + "FN": 13104, + "FP": 8210, + "IoU": 0.4606644904982414, + "TN": 130727273, + "TP": 18205, + "n_pred": 26415, + "n_ref": 31309 + }, + "6": { + "Dice": 0.9605186420908437, + "FN": 26937, + "FP": 80770, + "IoU": 0.9240364291119751, + "TN": 129348915, + "TP": 1310170, + "n_pred": 1390940, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.9330498857434858, + "FN": 23765, + "FP": 36765, + "IoU": 0.8745018846487173, + "TN": 130284474, + "TP": 421788, + "n_pred": 458553, + "n_ref": 445553 + }, + "8": { + "Dice": 0.8997161230519669, + "FN": 12798, + "FP": 35670, + "IoU": 0.8177127211457456, + "TN": 130500904, + "TP": 217420, + "n_pred": 253090, + "n_ref": 230218 + }, + "9": { + "Dice": 0.8509645496680446, + "FN": 20510, + "FP": 8044, + "IoU": 0.7405903355046196, + "TN": 130656719, + "TP": 81519, + "n_pred": 89563, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8110452430665118, + "FN": 19635, + "FP": 64800, + "IoU": 0.6821497944617608, + "TN": 71970364, + "TP": 181209, + "n_pred": 246009, + "n_ref": 200844 + }, + "10": { + "Dice": 0.4056424733974752, + "FN": 41182, + "FP": 21767, + "IoU": 0.2544237830155158, + "TN": 72151578, + "TP": 21481, + "n_pred": 43248, + "n_ref": 62663 + }, + "11": { + "Dice": 0.48244192328471097, + "FN": 1794, + "FP": 122, + "IoU": 0.31790672837308653, + "TN": 72233199, + "TP": 893, + "n_pred": 1015, + "n_ref": 2687 + }, + "12": { + "Dice": 0.4853361945636624, + "FN": 2714, + "FP": 164, + "IoU": 0.3204250295159386, + "TN": 72231773, + "TP": 1357, + "n_pred": 1521, + "n_ref": 4071 + }, + "13": { + "Dice": 0.385023489773644, + "FN": 50154, + "FP": 14643, + "IoU": 0.2384081052173811, + "TN": 72150927, + "TP": 20284, + "n_pred": 34927, + "n_ref": 70438 + }, + "14": { + "Dice": 0.3936859355915957, + "FN": 35649, + "FP": 82002, + "IoU": 0.24508652717087914, + "TN": 72080161, + "TP": 38196, + "n_pred": 120198, + "n_ref": 73845 + }, + "15": { + "Dice": 0.6656892338651718, + "FN": 5160, + "FP": 18098, + "IoU": 0.4989011936053777, + "TN": 72189594, + "TP": 23156, + "n_pred": 41254, + "n_ref": 28316 + }, + "2": { + "Dice": 0.5634851283639541, + "FN": 76352, + "FP": 2576, + "IoU": 0.3922584718682385, + "TN": 72106137, + "TP": 50943, + "n_pred": 53519, + "n_ref": 127295 + }, + "3": { + "Dice": 0.7587052221886336, + "FN": 7619, + "FP": 94551, + "IoU": 0.6112208282438536, + "TN": 71973211, + "TP": 160627, + "n_pred": 255178, + "n_ref": 168246 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 3678, + "IoU": 0.0, + "TN": 72232330, + "TP": 0, + "n_pred": 3678, + "n_ref": 0 + }, + "5": { + "Dice": 0.8130097983891653, + "FN": 303, + "FP": 3342, + "IoU": 0.6849338750108047, + "TN": 72224439, + "TP": 7924, + "n_pred": 11266, + "n_ref": 8227 + }, + "6": { + "Dice": 0.8786923620350447, + "FN": 152941, + "FP": 222252, + "IoU": 0.7836318350865518, + "TN": 70501959, + "TP": 1358856, + "n_pred": 1581108, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.6056822749786668, + "FN": 81608, + "FP": 253872, + "IoU": 0.4343932979618399, + "TN": 71642875, + "TP": 257653, + "n_pred": 511525, + "n_ref": 339261 + }, + "8": { + "Dice": 0.9260949719009247, + "FN": 5288, + "FP": 4654, + "IoU": 0.8623620782744729, + "TN": 72163775, + "TP": 62291, + "n_pred": 66945, + "n_ref": 67579 + }, + "9": { + "Dice": 0.5971923352802542, + "FN": 26308, + "FP": 5140, + "IoU": 0.4257121986851717, + "TN": 72181248, + "TP": 23312, + "n_pred": 28452, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8314881816409212, + "FN": 12234, + "FP": 18878, + "IoU": 0.7115787522017243, + "TN": 52445250, + "TP": 76758, + "n_pred": 95636, + "n_ref": 88992 + }, + "10": { + "Dice": 0.19383880110405127, + "FN": 41952, + "FP": 1567, + "IoU": 0.10732087546922114, + "TN": 52504369, + "TP": 5232, + "n_pred": 6799, + "n_ref": 47184 + }, + "11": { + "Dice": 0.0, + "FN": 2042, + "FP": 0, + "IoU": 0.0, + "TN": 52551078, + "TP": 0, + "n_pred": 0, + "n_ref": 2042 + }, + "12": { + "Dice": 0.0, + "FN": 4066, + "FP": 546, + "IoU": 0.0, + "TN": 52548508, + "TP": 0, + "n_pred": 546, + "n_ref": 4066 + }, + "13": { + "Dice": 0.3083146626835947, + "FN": 16661, + "FP": 5567, + "IoU": 0.18225296151865206, + "TN": 52525938, + "TP": 4954, + "n_pred": 10521, + "n_ref": 21615 + }, + "14": { + "Dice": 0.36851698860432486, + "FN": 41786, + "FP": 6369, + "IoU": 0.2258785326174324, + "TN": 52490914, + "TP": 14051, + "n_pred": 20420, + "n_ref": 55837 + }, + "15": { + "Dice": 0.13810515271242849, + "FN": 21057, + "FP": 31516, + "IoU": 0.07417451791846438, + "TN": 52496335, + "TP": 4212, + "n_pred": 35728, + "n_ref": 25269 + }, + "2": { + "Dice": 0.689751689391819, + "FN": 57451, + "FP": 12380, + "IoU": 0.52642822265625, + "TN": 52405664, + "TP": 77625, + "n_pred": 90005, + "n_ref": 135076 + }, + "3": { + "Dice": 0.7985275506074175, + "FN": 18795, + "FP": 43927, + "IoU": 0.6646241043738638, + "TN": 52366100, + "TP": 124298, + "n_pred": 168225, + "n_ref": 143093 + }, + "4": { + "Dice": 0.0, + "FN": 1880, + "FP": 0, + "IoU": 0.0, + "TN": 52551240, + "TP": 0, + "n_pred": 0, + "n_ref": 1880 + }, + "5": { + "Dice": 0.6863626316952773, + "FN": 1624, + "FP": 2633, + "IoU": 0.5224901850813236, + "TN": 52544205, + "TP": 4658, + "n_pred": 7291, + "n_ref": 6282 + }, + "6": { + "Dice": 0.9176585811174948, + "FN": 55109, + "FP": 73692, + "IoU": 0.8478457583790502, + "TN": 51706604, + "TP": 717715, + "n_pred": 791407, + "n_ref": 772824 + }, + "7": { + "Dice": 0.5265540320738654, + "FN": 116988, + "FP": 19818, + "IoU": 0.3573622946045227, + "TN": 52340238, + "TP": 76076, + "n_pred": 95894, + "n_ref": 193064 + }, + "8": { + "Dice": 0.8463787937410583, + "FN": 12500, + "FP": 4573, + "IoU": 0.7336713204898214, + "TN": 52489015, + "TP": 47032, + "n_pred": 51605, + "n_ref": 59532 + }, + "9": { + "Dice": 0.8249322707587653, + "FN": 15516, + "FP": 11043, + "IoU": 0.7020295513446199, + "TN": 52463987, + "TP": 62574, + "n_pred": 73617, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9669164420765113, + "FN": 13419, + "FP": 5694, + "IoU": 0.935951825639376, + "TN": 143838834, + "TP": 279303, + "n_pred": 284997, + "n_ref": 292722 + }, + "10": { + "Dice": 0.8459372967347469, + "FN": 16995, + "FP": 12612, + "IoU": 0.7330080890243572, + "TN": 144026359, + "TP": 81284, + "n_pred": 93896, + "n_ref": 98279 + }, + "11": { + "Dice": 0.57682668208984, + "FN": 3627, + "FP": 763, + "IoU": 0.4053102140341371, + "TN": 144129868, + "TP": 2992, + "n_pred": 3755, + "n_ref": 6619 + }, + "12": { + "Dice": 0.5535115122064098, + "FN": 3254, + "FP": 605, + "IoU": 0.3826587745960646, + "TN": 144130999, + "TP": 2392, + "n_pred": 2997, + "n_ref": 5646 + }, + "13": { + "Dice": 0.8159969747607149, + "FN": 24461, + "FP": 11546, + "IoU": 0.6891848731516569, + "TN": 144021403, + "TP": 79840, + "n_pred": 91386, + "n_ref": 104301 + }, + "14": { + "Dice": 0.9446644851740466, + "FN": 35516, + "FP": 8367, + "IoU": 0.8951319006163089, + "TN": 143718791, + "TP": 374576, + "n_pred": 382943, + "n_ref": 410092 + }, + "15": { + "Dice": 0.826981690360186, + "FN": 4080, + "FP": 3697, + "IoU": 0.7050032242157569, + "TN": 144110887, + "TP": 18586, + "n_pred": 22283, + "n_ref": 22666 + }, + "2": { + "Dice": 0.9553176719886011, + "FN": 7297, + "FP": 4933, + "IoU": 0.9144575785129747, + "TN": 143994280, + "TP": 130740, + "n_pred": 135673, + "n_ref": 138037 + }, + "3": { + "Dice": 0.9559899749373434, + "FN": 7317, + "FP": 8048, + "IoU": 0.9156904167466872, + "TN": 143955005, + "TP": 166880, + "n_pred": 174928, + "n_ref": 174197 + }, + "4": { + "Dice": 0.9244546097709894, + "FN": 3476, + "FP": 4319, + "IoU": 0.859521707004992, + "TN": 144081761, + "TP": 47694, + "n_pred": 52013, + "n_ref": 51170 + }, + "5": { + "Dice": 0.7260287995632294, + "FN": 10855, + "FP": 5203, + "IoU": 0.5698942011517343, + "TN": 144099915, + "TP": 21277, + "n_pred": 26480, + "n_ref": 32132 + }, + "6": { + "Dice": 0.9550228513775529, + "FN": 33862, + "FP": 90915, + "IoU": 0.9139174503830275, + "TN": 142687746, + "TP": 1324727, + "n_pred": 1415642, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.9190067819035598, + "FN": 22626, + "FP": 17286, + "IoU": 0.8501503677533443, + "TN": 143870903, + "TP": 226435, + "n_pred": 243721, + "n_ref": 249061 + }, + "8": { + "Dice": 0.8981505301360048, + "FN": 17894, + "FP": 30011, + "IoU": 0.8151299743755982, + "TN": 143878122, + "TP": 211223, + "n_pred": 241234, + "n_ref": 229117 + }, + "9": { + "Dice": 0.8637250289423742, + "FN": 12765, + "FP": 13014, + "IoU": 0.7601373355416193, + "TN": 144029776, + "TP": 81695, + "n_pred": 94709, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8964597139867457, + "FN": 8400, + "FP": 39096, + "IoU": 0.8123488787395104, + "TN": 111525812, + "TP": 205612, + "n_pred": 244708, + "n_ref": 214012 + }, + "10": { + "Dice": 0.5828107622045008, + "FN": 21373, + "FP": 13887, + "IoU": 0.41124413498305196, + "TN": 111719031, + "TP": 24629, + "n_pred": 38516, + "n_ref": 46002 + }, + "11": { + "Dice": 0.6020408163265306, + "FN": 2084, + "FP": 178, + "IoU": 0.4306569343065693, + "TN": 111774947, + "TP": 1711, + "n_pred": 1889, + "n_ref": 3795 + }, + "12": { + "Dice": 0.6194762684124386, + "FN": 2389, + "FP": 401, + "IoU": 0.44872554831061057, + "TN": 111773859, + "TP": 2271, + "n_pred": 2672, + "n_ref": 4660 + }, + "13": { + "Dice": 0.5881292291231164, + "FN": 23261, + "FP": 18312, + "IoU": 0.4165602413865694, + "TN": 111707665, + "TP": 29682, + "n_pred": 47994, + "n_ref": 52943 + }, + "14": { + "Dice": 0.8298679603220296, + "FN": 4049, + "FP": 32003, + "IoU": 0.7092088176223392, + "TN": 111654941, + "TP": 87927, + "n_pred": 119930, + "n_ref": 91976 + }, + "15": { + "Dice": 0.6545262602269728, + "FN": 4532, + "FP": 2013, + "IoU": 0.4864652805021577, + "TN": 111766175, + "TP": 6200, + "n_pred": 8213, + "n_ref": 10732 + }, + "2": { + "Dice": 0.8153933589551693, + "FN": 61403, + "FP": 4211, + "IoU": 0.6883241497244917, + "TN": 111568400, + "TP": 144906, + "n_pred": 149117, + "n_ref": 206309 + }, + "3": { + "Dice": 0.6582338312466094, + "FN": 2165, + "FP": 61464, + "IoU": 0.4905726844030968, + "TN": 111654017, + "TP": 61274, + "n_pred": 122738, + "n_ref": 63439 + }, + "4": { + "Dice": 0.8704647213215995, + "FN": 1765, + "FP": 3269, + "IoU": 0.7706396938217606, + "TN": 111756972, + "TP": 16914, + "n_pred": 20183, + "n_ref": 18679 + }, + "5": { + "Dice": 0.5169938436519921, + "FN": 15289, + "FP": 5502, + "IoU": 0.3486120684253399, + "TN": 111747002, + "TP": 11127, + "n_pred": 16629, + "n_ref": 26416 + }, + "6": { + "Dice": 0.9565484647986097, + "FN": 58314, + "FP": 48567, + "IoU": 0.9167157577797725, + "TN": 110495592, + "TP": 1176447, + "n_pred": 1225014, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.8660353137791557, + "FN": 41734, + "FP": 19107, + "IoU": 0.7637233542654535, + "TN": 111521421, + "TP": 196658, + "n_pred": 215765, + "n_ref": 238392 + }, + "8": { + "Dice": 0.8783291517017899, + "FN": 37095, + "FP": 29439, + "IoU": 0.783054273929276, + "TN": 111472235, + "TP": 240151, + "n_pred": 269590, + "n_ref": 277246 + }, + "9": { + "Dice": 0.8206143901933101, + "FN": 19019, + "FP": 7790, + "IoU": 0.6957982049041745, + "TN": 111690791, + "TP": 61320, + "n_pred": 69110, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9158922523449338, + "FN": 17617, + "FP": 9526, + "IoU": 0.844835076887898, + "TN": 198912945, + "TP": 147787, + "n_pred": 157313, + "n_ref": 165404 + }, + "10": { + "Dice": 0.7454059970810667, + "FN": 18182, + "FP": 12520, + "IoU": 0.5941412085079382, + "TN": 199012228, + "TP": 44945, + "n_pred": 57465, + "n_ref": 63127 + }, + "11": { + "Dice": 0.7501232134056185, + "FN": 1391, + "FP": 637, + "IoU": 0.6001577287066246, + "TN": 199082803, + "TP": 3044, + "n_pred": 3681, + "n_ref": 4435 + }, + "12": { + "Dice": 0.6694724184578386, + "FN": 1108, + "FP": 1091, + "IoU": 0.5031631269769543, + "TN": 199083449, + "TP": 2227, + "n_pred": 3318, + "n_ref": 3335 + }, + "13": { + "Dice": 0.3731929355003434, + "FN": 24997, + "FP": 10600, + "IoU": 0.2294020868511062, + "TN": 199041681, + "TP": 10597, + "n_pred": 21197, + "n_ref": 35594 + }, + "14": { + "Dice": 0.5992721682420341, + "FN": 22000, + "FP": 11365, + "IoU": 0.4278291290106837, + "TN": 199029562, + "TP": 24948, + "n_pred": 36313, + "n_ref": 46948 + }, + "15": { + "Dice": 0.7366608202241589, + "FN": 57295, + "FP": 810, + "IoU": 0.5831061301802319, + "TN": 198948499, + "TP": 81271, + "n_pred": 82081, + "n_ref": 138566 + }, + "2": { + "Dice": 0.9236541745304215, + "FN": 6248, + "FP": 14140, + "IoU": 0.858138855258214, + "TN": 198944157, + "TP": 123330, + "n_pred": 137470, + "n_ref": 129578 + }, + "3": { + "Dice": 0.9441072632789876, + "FN": 7931, + "FP": 7568, + "IoU": 0.8941317905176948, + "TN": 198941476, + "TP": 130900, + "n_pred": 138468, + "n_ref": 138831 + }, + "4": { + "Dice": 0.8116650888818765, + "FN": 1687, + "FP": 5475, + "IoU": 0.6830272184111529, + "TN": 199065280, + "TP": 15433, + "n_pred": 20908, + "n_ref": 17120 + }, + "5": { + "Dice": 0.6308921964583275, + "FN": 8899, + "FP": 4170, + "IoU": 0.4608053469758231, + "TN": 199063637, + "TP": 11169, + "n_pred": 15339, + "n_ref": 20068 + }, + "6": { + "Dice": 0.9624865959165732, + "FN": 33945, + "FP": 53443, + "IoU": 0.9276859384451666, + "TN": 197879424, + "TP": 1121063, + "n_pred": 1174506, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.8507449660996037, + "FN": 14826, + "FP": 34771, + "IoU": 0.7402577678622864, + "TN": 198896928, + "TP": 141350, + "n_pred": 176121, + "n_ref": 156176 + }, + "8": { + "Dice": 0.8985926845919114, + "FN": 9105, + "FP": 15553, + "IoU": 0.8158586492218538, + "TN": 198953967, + "TP": 109250, + "n_pred": 124803, + "n_ref": 118355 + }, + "9": { + "Dice": 0.8923842435321547, + "FN": 12113, + "FP": 9904, + "IoU": 0.8056803438567381, + "TN": 198974572, + "TP": 91286, + "n_pred": 101190, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.902180646437514, + "FN": 11067, + "FP": 26515, + "IoU": 0.8217933519844469, + "TN": 130864302, + "TP": 173308, + "n_pred": 199823, + "n_ref": 184375 + }, + "10": { + "Dice": 0.8188758712739137, + "FN": 13700, + "FP": 16833, + "IoU": 0.6933021274885992, + "TN": 130975638, + "TP": 69021, + "n_pred": 85854, + "n_ref": 82721 + }, + "11": { + "Dice": 0.6567611149504723, + "FN": 1220, + "FP": 1760, + "IoU": 0.4889384325158635, + "TN": 131069361, + "TP": 2851, + "n_pred": 4611, + "n_ref": 4071 + }, + "12": { + "Dice": 0.7069034317637669, + "FN": 1092, + "FP": 1846, + "IoU": 0.546674895849406, + "TN": 131068711, + "TP": 3543, + "n_pred": 5389, + "n_ref": 4635 + }, + "13": { + "Dice": 0.4876740213005707, + "FN": 56617, + "FP": 13856, + "IoU": 0.32246620647220564, + "TN": 130971178, + "TP": 33541, + "n_pred": 47397, + "n_ref": 90158 + }, + "14": { + "Dice": 0.6026596140952097, + "FN": 8076, + "FP": 55926, + "IoU": 0.4312904859648655, + "TN": 130962653, + "TP": 48537, + "n_pred": 104463, + "n_ref": 56613 + }, + "15": { + "Dice": 0.6985881075210426, + "FN": 1850, + "FP": 20352, + "IoU": 0.5367924725125701, + "TN": 131027261, + "TP": 25729, + "n_pred": 46081, + "n_ref": 27579 + }, + "2": { + "Dice": 0.9147489745271641, + "FN": 8946, + "FP": 19257, + "IoU": 0.8428916011653752, + "TN": 130895679, + "TP": 151310, + "n_pred": 170567, + "n_ref": 160256 + }, + "3": { + "Dice": 0.8087620207212997, + "FN": 10725, + "FP": 74090, + "IoU": 0.678925651120533, + "TN": 130811032, + "TP": 179345, + "n_pred": 253435, + "n_ref": 190070 + }, + "4": { + "Dice": 0.7628558798971857, + "FN": 26484, + "FP": 2486, + "IoU": 0.6166265251568166, + "TN": 130999626, + "TP": 46596, + "n_pred": 49082, + "n_ref": 73080 + }, + "5": { + "Dice": 0.7362133080148746, + "FN": 5394, + "FP": 1274, + "IoU": 0.5825455456082138, + "TN": 131059219, + "TP": 9305, + "n_pred": 10579, + "n_ref": 14699 + }, + "6": { + "Dice": 0.9610205217864315, + "FN": 40465, + "FP": 75335, + "IoU": 0.9249658361287555, + "TN": 129531895, + "TP": 1427497, + "n_pred": 1502832, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.7242880478372922, + "FN": 74160, + "FP": 461065, + "IoU": 0.5677520278848297, + "TN": 129836956, + "TP": 703011, + "n_pred": 1164076, + "n_ref": 777171 + }, + "8": { + "Dice": 0.9235687164253581, + "FN": 9731, + "FP": 9875, + "IoU": 0.8579913372253045, + "TN": 130937130, + "TP": 118456, + "n_pred": 128331, + "n_ref": 128187 + }, + "9": { + "Dice": 0.7009220195971693, + "FN": 24340, + "FP": 10822, + "IoU": 0.5395534603548746, + "TN": 130998827, + "TP": 41203, + "n_pred": 52025, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8504139004504477, + "FN": 4373, + "FP": 69914, + "IoU": 0.7397565965556381, + "TN": 101331748, + "TP": 211165, + "n_pred": 281079, + "n_ref": 215538 + }, + "10": { + "Dice": 0.8181778419280059, + "FN": 8411, + "FP": 8217, + "IoU": 0.692301998519615, + "TN": 101563160, + "TP": 37412, + "n_pred": 45629, + "n_ref": 45823 + }, + "11": { + "Dice": 0.7538714218676678, + "FN": 1746, + "FP": 352, + "IoU": 0.6049708152890227, + "TN": 101611889, + "TP": 3213, + "n_pred": 3565, + "n_ref": 4959 + }, + "12": { + "Dice": 0.7916908212560386, + "FN": 1393, + "FP": 763, + "IoU": 0.6552055013593475, + "TN": 101610947, + "TP": 4097, + "n_pred": 4860, + "n_ref": 5490 + }, + "13": { + "Dice": 0.7970548459804658, + "FN": 7040, + "FP": 19972, + "IoU": 0.6625861896672329, + "TN": 101537144, + "TP": 53044, + "n_pred": 73016, + "n_ref": 60084 + }, + "14": { + "Dice": 0.9021558129289037, + "FN": 1363, + "FP": 11740, + "IoU": 0.8217521425656373, + "TN": 101543690, + "TP": 60407, + "n_pred": 72147, + "n_ref": 61770 + }, + "15": { + "Dice": 0.8152929220797056, + "FN": 3582, + "FP": 9868, + "IoU": 0.6881810172949413, + "TN": 101574066, + "TP": 29684, + "n_pred": 39552, + "n_ref": 33266 + }, + "2": { + "Dice": 0.7156064387140084, + "FN": 74272, + "FP": 3678, + "IoU": 0.5571551121741156, + "TN": 101441179, + "TP": 98071, + "n_pred": 101749, + "n_ref": 172343 + }, + "3": { + "Dice": 0.8111222889960792, + "FN": 4059, + "FP": 74608, + "IoU": 0.6822588071830747, + "TN": 101369618, + "TP": 168915, + "n_pred": 243523, + "n_ref": 172974 + }, + "4": { + "Dice": 0.35474238159344024, + "FN": 1720, + "FP": 51004, + "IoU": 0.21561509737120074, + "TN": 101549983, + "TP": 14493, + "n_pred": 65497, + "n_ref": 16213 + }, + "5": { + "Dice": 0.709839809304729, + "FN": 9079, + "FP": 8328, + "IoU": 0.5501950954805034, + "TN": 101578501, + "TP": 21292, + "n_pred": 29620, + "n_ref": 30371 + }, + "6": { + "Dice": 0.9395542771547849, + "FN": 156905, + "FP": 20246, + "IoU": 0.8859994028114196, + "TN": 100063252, + "TP": 1376797, + "n_pred": 1397043, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.9421441282385417, + "FN": 24404, + "FP": 25144, + "IoU": 0.8906167214157041, + "TN": 101164224, + "TP": 403428, + "n_pred": 428572, + "n_ref": 427832 + }, + "8": { + "Dice": 0.9282812318627057, + "FN": 24022, + "FP": 8106, + "IoU": 0.8661612164132473, + "TN": 101377150, + "TP": 207922, + "n_pred": 216028, + "n_ref": 231944 + }, + "9": { + "Dice": 0.8792399968190465, + "FN": 9132, + "FP": 10609, + "IoU": 0.7845033676465772, + "TN": 101525593, + "TP": 71866, + "n_pred": 82475, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8812936822153674, + "FN": 10027, + "FP": 44272, + "IoU": 0.7877793020429061, + "TN": 118926351, + "TP": 201562, + "n_pred": 245834, + "n_ref": 211589 + }, + "10": { + "Dice": 0.837494636945204, + "FN": 15356, + "FP": 10021, + "IoU": 0.7204221705648404, + "TN": 119091443, + "TP": 65392, + "n_pred": 75413, + "n_ref": 80748 + }, + "11": { + "Dice": 0.5491599253266957, + "FN": 2273, + "FP": 625, + "IoU": 0.37851168775466437, + "TN": 119177549, + "TP": 1765, + "n_pred": 2390, + "n_ref": 4038 + }, + "12": { + "Dice": 0.4901239613131726, + "FN": 2336, + "FP": 1407, + "IoU": 0.3246120534103212, + "TN": 119176670, + "TP": 1799, + "n_pred": 3206, + "n_ref": 4135 + }, + "13": { + "Dice": 0.6899270705466098, + "FN": 9188, + "FP": 12283, + "IoU": 0.5266325675735262, + "TN": 119136854, + "TP": 23887, + "n_pred": 36170, + "n_ref": 33075 + }, + "14": { + "Dice": 0.08980180691547231, + "FN": 62070, + "FP": 14900, + "IoU": 0.04701177461091782, + "TN": 119101445, + "TP": 3797, + "n_pred": 18697, + "n_ref": 65867 + }, + "15": { + "Dice": 0.541056351855488, + "FN": 6942, + "FP": 16432, + "IoU": 0.37085486649440136, + "TN": 119145060, + "TP": 13778, + "n_pred": 30210, + "n_ref": 20720 + }, + "2": { + "Dice": 0.8791093494987177, + "FN": 35125, + "FP": 8429, + "IoU": 0.7842953718148726, + "TN": 118980297, + "TP": 158361, + "n_pred": 166790, + "n_ref": 193486 + }, + "3": { + "Dice": 0.8921737438591372, + "FN": 13578, + "FP": 30758, + "IoU": 0.8053372439167888, + "TN": 118954454, + "TP": 183422, + "n_pred": 214180, + "n_ref": 197000 + }, + "4": { + "Dice": 0.8137275020823023, + "FN": 9632, + "FP": 5799, + "IoU": 0.6859532725496581, + "TN": 119133076, + "TP": 33705, + "n_pred": 39504, + "n_ref": 43337 + }, + "5": { + "Dice": 0.8482998859397639, + "FN": 3963, + "FP": 958, + "IoU": 0.7365631691648822, + "TN": 119163532, + "TP": 13759, + "n_pred": 14717, + "n_ref": 17722 + }, + "6": { + "Dice": 0.9457951787310137, + "FN": 88460, + "FP": 100719, + "IoU": 0.8971645354386866, + "TN": 117342584, + "TP": 1650449, + "n_pred": 1751168, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.8622163548787644, + "FN": 44869, + "FP": 35913, + "IoU": 0.7578034352804319, + "TN": 118848673, + "TP": 252757, + "n_pred": 288670, + "n_ref": 297626 + }, + "8": { + "Dice": 0.9511888318863457, + "FN": 5034, + "FP": 2882, + "IoU": 0.906920960421419, + "TN": 119097166, + "TP": 77130, + "n_pred": 80012, + "n_ref": 82164 + }, + "9": { + "Dice": 0.9019068888507129, + "FN": 14646, + "FP": 771, + "IoU": 0.8213391739674594, + "TN": 119095920, + "TP": 70875, + "n_pred": 71646, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 90991, + "IoU": 0.0, + "TN": 61241489, + "TP": 0, + "n_pred": 90991, + "n_ref": 0 + }, + "10": { + "Dice": 0.7439064649243466, + "FN": 7387, + "FP": 11231, + "IoU": 0.5922381129678705, + "TN": 61286821, + "TP": 27041, + "n_pred": 38272, + "n_ref": 34428 + }, + "11": { + "Dice": 0.7830645161290323, + "FN": 951, + "FP": 663, + "IoU": 0.6434724983432737, + "TN": 61327953, + "TP": 2913, + "n_pred": 3576, + "n_ref": 3864 + }, + "12": { + "Dice": 0.46831183398766124, + "FN": 3180, + "FP": 612, + "IoU": 0.3057488099597217, + "TN": 61327018, + "TP": 1670, + "n_pred": 2282, + "n_ref": 4850 + }, + "13": { + "Dice": 0.46895010080118665, + "FN": 30249, + "FP": 20590, + "IoU": 0.30629315285320524, + "TN": 61259194, + "TP": 22447, + "n_pred": 43037, + "n_ref": 52696 + }, + "14": { + "Dice": 0.8959501406733754, + "FN": 48616, + "FP": 2938, + "IoU": 0.8115123905906096, + "TN": 61058966, + "TP": 221960, + "n_pred": 224898, + "n_ref": 270576 + }, + "15": { + "Dice": 0.5804700384826827, + "FN": 55993, + "FP": 5057, + "IoU": 0.408917074115312, + "TN": 61229195, + "TP": 42235, + "n_pred": 47292, + "n_ref": 98228 + }, + "2": { + "Dice": 0.9339362048835127, + "FN": 13360, + "FP": 7519, + "IoU": 0.8760603344394251, + "TN": 61164019, + "TP": 147582, + "n_pred": 155101, + "n_ref": 160942 + }, + "3": { + "Dice": 0.9154946684972045, + "FN": 4281, + "FP": 18678, + "IoU": 0.8441587532157233, + "TN": 61185157, + "TP": 124364, + "n_pred": 143042, + "n_ref": 128645 + }, + "4": { + "Dice": 0.9306660814728405, + "FN": 1900, + "FP": 4103, + "IoU": 0.8703231659898039, + "TN": 61286188, + "TP": 40289, + "n_pred": 44392, + "n_ref": 42189 + }, + "5": { + "Dice": 0.7240037071362373, + "FN": 2713, + "FP": 1754, + "IoU": 0.5674026728646135, + "TN": 61322154, + "TP": 5859, + "n_pred": 7613, + "n_ref": 8572 + }, + "6": { + "Dice": 0.9436334859996964, + "FN": 21704, + "FP": 119791, + "IoU": 0.8932822779721559, + "TN": 60006599, + "TP": 1184386, + "n_pred": 1304177, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.592637340509272, + "FN": 107105, + "FP": 26413, + "IoU": 0.4210978147762747, + "TN": 61101840, + "TP": 97122, + "n_pred": 123535, + "n_ref": 204227 + }, + "8": { + "Dice": 0.9239026043726343, + "FN": 8620, + "FP": 3503, + "IoU": 0.8585678286434272, + "TN": 61246764, + "TP": 73593, + "n_pred": 77096, + "n_ref": 82213 + }, + "9": { + "Dice": 0.8307983060931649, + "FN": 4028, + "FP": 20145, + "IoU": 0.7105688525964152, + "TN": 61248961, + "TP": 59346, + "n_pred": 79491, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9722401730774634, + "FN": 4141, + "FP": 5739, + "IoU": 0.9459799338418218, + "TN": 148924605, + "TP": 173015, + "n_pred": 178754, + "n_ref": 177156 + }, + "10": { + "Dice": 0.803189619143022, + "FN": 12266, + "FP": 17401, + "IoU": 0.6711084997173044, + "TN": 149017297, + "TP": 60536, + "n_pred": 77937, + "n_ref": 72802 + }, + "11": { + "Dice": 0.7411317567567568, + "FN": 849, + "FP": 377, + "IoU": 0.5887286145588728, + "TN": 149104519, + "TP": 1755, + "n_pred": 2132, + "n_ref": 2604 + }, + "12": { + "Dice": 0.49569251159708416, + "FN": 1349, + "FP": 173, + "IoU": 0.3295154185022026, + "TN": 149105230, + "TP": 748, + "n_pred": 921, + "n_ref": 2097 + }, + "13": { + "Dice": 0.6511385700363777, + "FN": 40603, + "FP": 6292, + "IoU": 0.48273199572022635, + "TN": 149016841, + "TP": 43764, + "n_pred": 50056, + "n_ref": 84367 + }, + "14": { + "Dice": 0.8944911671561294, + "FN": 3671, + "FP": 17418, + "IoU": 0.8091216827775968, + "TN": 148997016, + "TP": 89395, + "n_pred": 106813, + "n_ref": 93066 + }, + "15": { + "Dice": 0.8270175752083626, + "FN": 5645, + "FP": 7908, + "IoU": 0.7050553850841114, + "TN": 149061549, + "TP": 32398, + "n_pred": 40306, + "n_ref": 38043 + }, + "2": { + "Dice": 0.9667226848442506, + "FN": 3414, + "FP": 7160, + "IoU": 0.9355888014424599, + "TN": 148943336, + "TP": 153590, + "n_pred": 160750, + "n_ref": 157004 + }, + "3": { + "Dice": 0.8256701322312787, + "FN": 6043, + "FP": 16778, + "IoU": 0.7030989800166528, + "TN": 149030636, + "TP": 54043, + "n_pred": 70821, + "n_ref": 60086 + }, + "4": { + "Dice": 0.9219982131064756, + "FN": 2098, + "FP": 1918, + "IoU": 0.8552844942524593, + "TN": 149079749, + "TP": 23735, + "n_pred": 25653, + "n_ref": 25833 + }, + "5": { + "Dice": 0.27694139239564475, + "FN": 28133, + "FP": 1020, + "IoU": 0.16072662367572546, + "TN": 149072764, + "TP": 5583, + "n_pred": 6603, + "n_ref": 33716 + }, + "6": { + "Dice": 0.9696296173133155, + "FN": 27202, + "FP": 40381, + "IoU": 0.9410495813990813, + "TN": 147961062, + "TP": 1078855, + "n_pred": 1119236, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.90733448496359, + "FN": 37459, + "FP": 11088, + "IoU": 0.8303863098794289, + "TN": 148821279, + "TP": 237674, + "n_pred": 248762, + "n_ref": 275133 + }, + "8": { + "Dice": 0.9477075838818642, + "FN": 13174, + "FP": 10651, + "IoU": 0.9006123862204757, + "TN": 148867782, + "TP": 215893, + "n_pred": 226544, + "n_ref": 229067 + }, + "9": { + "Dice": 0.8690484808996356, + "FN": 15462, + "FP": 6244, + "IoU": 0.768422400273122, + "TN": 149013769, + "TP": 72025, + "n_pred": 78269, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7205908825834297, + "FN": 180859, + "FP": 78348, + "IoU": 0.5632216253378538, + "TN": 100119348, + "TP": 334245, + "n_pred": 412593, + "n_ref": 515104 + }, + "10": { + "Dice": 0.5157807195735457, + "FN": 19555, + "FP": 15962, + "IoU": 0.3475097826686018, + "TN": 100658367, + "TP": 18916, + "n_pred": 34878, + "n_ref": 38471 + }, + "11": { + "Dice": 0.35846279640228945, + "FN": 2385, + "FP": 1538, + "IoU": 0.21837019326559076, + "TN": 100707781, + "TP": 1096, + "n_pred": 2634, + "n_ref": 3481 + }, + "12": { + "Dice": 0.5831259532792807, + "FN": 2241, + "FP": 2952, + "IoU": 0.41155807365439095, + "TN": 100703975, + "TP": 3632, + "n_pred": 6584, + "n_ref": 5873 + }, + "13": { + "Dice": 0.023401218310850205, + "FN": 38573, + "FP": 10004, + "IoU": 0.01183913423788116, + "TN": 100663641, + "TP": 582, + "n_pred": 10586, + "n_ref": 39155 + }, + "14": { + "Dice": 0.3232020432126489, + "FN": 124030, + "FP": 1047, + "IoU": 0.1927495449910289, + "TN": 100557858, + "TP": 29865, + "n_pred": 30912, + "n_ref": 153895 + }, + "15": { + "Dice": 0.8766486572382012, + "FN": 6998, + "FP": 17842, + "IoU": 0.780386886869187, + "TN": 100599692, + "TP": 88268, + "n_pred": 106110, + "n_ref": 95266 + }, + "2": { + "Dice": 0.15384675570577971, + "FN": 213493, + "FP": 2799, + "IoU": 0.0833336865080206, + "TN": 100476845, + "TP": 19663, + "n_pred": 22462, + "n_ref": 233156 + }, + "3": { + "Dice": 0.6391811734958467, + "FN": 15648, + "FP": 219520, + "IoU": 0.4697033587769046, + "TN": 100269335, + "TP": 208297, + "n_pred": 427817, + "n_ref": 223945 + }, + "4": { + "Dice": 0.6870696618071606, + "FN": 14694, + "FP": 24437, + "IoU": 0.5233100659040797, + "TN": 100630711, + "TP": 42958, + "n_pred": 67395, + "n_ref": 57652 + }, + "5": { + "Dice": 0.1870863515555787, + "FN": 14678, + "FP": 921, + "IoU": 0.10319650454179602, + "TN": 100695406, + "TP": 1795, + "n_pred": 2716, + "n_ref": 16473 + }, + "6": { + "Dice": 0.6968767201298114, + "FN": 741788, + "FP": 420721, + "IoU": 0.5347742081618181, + "TN": 98213994, + "TP": 1336297, + "n_pred": 1757018, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.6071919289728089, + "FN": 36852, + "FP": 138395, + "IoU": 0.4359480258647604, + "TN": 100402107, + "TP": 135446, + "n_pred": 273841, + "n_ref": 172298 + }, + "8": { + "Dice": 0.9239589415926299, + "FN": 10270, + "FP": 5487, + "IoU": 0.8586651358454349, + "TN": 100601313, + "TP": 95730, + "n_pred": 101217, + "n_ref": 106000 + }, + "9": { + "Dice": 0.755626252531225, + "FN": 29650, + "FP": 17053, + "IoU": 0.6072341642278064, + "TN": 100593892, + "TP": 72205, + "n_pred": 89258, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9479256187024374, + "FN": 1726, + "FP": 6636, + "IoU": 0.9010062744169528, + "TN": 78866230, + "TP": 76108, + "n_pred": 82744, + "n_ref": 77834 + }, + "10": { + "Dice": 0.5682701414062244, + "FN": 21543, + "FP": 4897, + "IoU": 0.3969115667982026, + "TN": 78906859, + "TP": 17401, + "n_pred": 22298, + "n_ref": 38944 + }, + "11": { + "Dice": 0.21704895583704212, + "FN": 1051, + "FP": 1236, + "IoU": 0.1217357910906298, + "TN": 78948096, + "TP": 317, + "n_pred": 1553, + "n_ref": 1368 + }, + "12": { + "Dice": 0.07518796992481203, + "FN": 2460, + "FP": 0, + "IoU": 0.0390625, + "TN": 78948140, + "TP": 100, + "n_pred": 100, + "n_ref": 2560 + }, + "13": { + "Dice": 0.30999439865567735, + "FN": 47783, + "FP": 3955, + "IoU": 0.18342803030303031, + "TN": 78887340, + "TP": 11622, + "n_pred": 15577, + "n_ref": 59405 + }, + "14": { + "Dice": 0.3240849705794355, + "FN": 19145, + "FP": 14742, + "IoU": 0.1933779248292114, + "TN": 78908689, + "TP": 8124, + "n_pred": 22866, + "n_ref": 27269 + }, + "15": { + "Dice": 0.907403057132905, + "FN": 3110, + "FP": 8321, + "IoU": 0.8305011862396204, + "TN": 78883260, + "TP": 56009, + "n_pred": 64330, + "n_ref": 59119 + }, + "2": { + "Dice": 0.9083891270830253, + "FN": 14102, + "FP": 3248, + "IoU": 0.8321547078911472, + "TN": 78847331, + "TP": 86019, + "n_pred": 89267, + "n_ref": 100121 + }, + "3": { + "Dice": 0.9309823117143174, + "FN": 991, + "FP": 11417, + "IoU": 0.8708764334922056, + "TN": 78854606, + "TP": 83686, + "n_pred": 95103, + "n_ref": 84677 + }, + "4": { + "Dice": 0.856140350877193, + "FN": 658, + "FP": 4877, + "IoU": 0.7484662576687117, + "TN": 78928695, + "TP": 16470, + "n_pred": 21347, + "n_ref": 17128 + }, + "5": { + "Dice": 0.3472784725621968, + "FN": 26995, + "FP": 2337, + "IoU": 0.21012521879628382, + "TN": 78913565, + "TP": 7803, + "n_pred": 10140, + "n_ref": 34798 + }, + "6": { + "Dice": 0.9453673705949716, + "FN": 30983, + "FP": 47161, + "IoU": 0.8963949571030256, + "TN": 78196451, + "TP": 676105, + "n_pred": 723266, + "n_ref": 707088 + }, + "7": { + "Dice": 0.5339848282537332, + "FN": 446373, + "FP": 33165, + "IoU": 0.364242361569607, + "TN": 78196422, + "TP": 274740, + "n_pred": 307905, + "n_ref": 721113 + }, + "8": { + "Dice": 0.8769790466796604, + "FN": 71488, + "FP": 1350, + "IoU": 0.7809106714231572, + "TN": 78618242, + "TP": 259620, + "n_pred": 260970, + "n_ref": 331108 + }, + "9": { + "Dice": 0.712207825203252, + "FN": 23409, + "FP": 3777, + "IoU": 0.5530456226880395, + "TN": 78889875, + "TP": 33639, + "n_pred": 37416, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9788919897547691, + "FN": 3162, + "FP": 3093, + "IoU": 0.9586566552540088, + "TN": 104853146, + "TP": 145039, + "n_pred": 148132, + "n_ref": 148201 + }, + "10": { + "Dice": 0.8422754188533101, + "FN": 12202, + "FP": 15899, + "IoU": 0.7275265918765089, + "TN": 104901307, + "TP": 75032, + "n_pred": 90931, + "n_ref": 87234 + }, + "11": { + "Dice": 0.8379709431174588, + "FN": 928, + "FP": 388, + "IoU": 0.7211273574909939, + "TN": 104999721, + "TP": 3403, + "n_pred": 3791, + "n_ref": 4331 + }, + "12": { + "Dice": 0.6870802054523903, + "FN": 1355, + "FP": 1813, + "IoU": 0.5233222991272947, + "TN": 104997794, + "TP": 3478, + "n_pred": 5291, + "n_ref": 4833 + }, + "13": { + "Dice": 0.8303415685048126, + "FN": 18077, + "FP": 6336, + "IoU": 0.7099008959764241, + "TN": 104920286, + "TP": 59741, + "n_pred": 66077, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9362689393939394, + "FN": 873, + "FP": 8549, + "IoU": 0.880174485889789, + "TN": 104925809, + "TP": 69209, + "n_pred": 77758, + "n_ref": 70082 + }, + "15": { + "Dice": 0.8702373573485981, + "FN": 492, + "FP": 6626, + "IoU": 0.7702833537726715, + "TN": 104973454, + "TP": 23868, + "n_pred": 30494, + "n_ref": 24360 + }, + "2": { + "Dice": 0.8496444293938368, + "FN": 42791, + "FP": 2497, + "IoU": 0.7385928760671181, + "TN": 104831193, + "TP": 127959, + "n_pred": 130456, + "n_ref": 170750 + }, + "3": { + "Dice": 0.8744779467890281, + "FN": 2891, + "FP": 40358, + "IoU": 0.7769531874513282, + "TN": 104810539, + "TP": 150652, + "n_pred": 191010, + "n_ref": 153543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 576, + "IoU": 0.0, + "TN": 105003864, + "TP": 0, + "n_pred": 576, + "n_ref": 0 + }, + "5": { + "Dice": 0.6389906258571452, + "FN": 10278, + "FP": 12097, + "IoU": 0.46949759347511677, + "TN": 104962263, + "TP": 19802, + "n_pred": 31899, + "n_ref": 30080 + }, + "6": { + "Dice": 0.9786251498161986, + "FN": 19255, + "FP": 33891, + "IoU": 0.9581449451590572, + "TN": 103734677, + "TP": 1216617, + "n_pred": 1250508, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.9054073726274955, + "FN": 9298, + "FP": 36837, + "IoU": 0.8271637776337528, + "TN": 104737511, + "TP": 220794, + "n_pred": 257631, + "n_ref": 230092 + }, + "8": { + "Dice": 0.9447889572253811, + "FN": 32368, + "FP": 6646, + "IoU": 0.8953554492200073, + "TN": 104631616, + "TP": 333810, + "n_pred": 340456, + "n_ref": 366178 + }, + "9": { + "Dice": 0.9222963951935914, + "FN": 8931, + "FP": 5328, + "IoU": 0.8557978196233895, + "TN": 104905558, + "TP": 84623, + "n_pred": 89951, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9763666443560962, + "FN": 17693, + "FP": 1692, + "IoU": 0.953824569092832, + "TN": 177256476, + "TP": 400427, + "n_pred": 402119, + "n_ref": 418120 + }, + "10": { + "Dice": 0.48558222695629016, + "FN": 46432, + "FP": 7658, + "IoU": 0.32063954583704896, + "TN": 177596669, + "TP": 25529, + "n_pred": 33187, + "n_ref": 71961 + }, + "11": { + "Dice": 0.7003426830816093, + "FN": 1984, + "FP": 377, + "IoU": 0.5388671875, + "TN": 177671168, + "TP": 2759, + "n_pred": 3136, + "n_ref": 4743 + }, + "12": { + "Dice": 0.6758855843909831, + "FN": 1630, + "FP": 1792, + "IoU": 0.5104434907010015, + "TN": 177669298, + "TP": 3568, + "n_pred": 5360, + "n_ref": 5198 + }, + "13": { + "Dice": 0.8329251213020304, + "FN": 14340, + "FP": 10831, + "IoU": 0.7136861023272744, + "TN": 177588374, + "TP": 62743, + "n_pred": 73574, + "n_ref": 77083 + }, + "14": { + "Dice": 0.9379899409248831, + "FN": 1460, + "FP": 8428, + "IoU": 0.8832213338372327, + "TN": 177591615, + "TP": 74785, + "n_pred": 83213, + "n_ref": 76245 + }, + "15": { + "Dice": 0.8424991994876722, + "FN": 2120, + "FP": 5750, + "IoU": 0.7278605760918427, + "TN": 177647369, + "TP": 21049, + "n_pred": 26799, + "n_ref": 23169 + }, + "2": { + "Dice": 0.9282437008253792, + "FN": 26722, + "FP": 2289, + "IoU": 0.8660958667005146, + "TN": 177459633, + "TP": 187644, + "n_pred": 189933, + "n_ref": 214366 + }, + "3": { + "Dice": 0.9371343693405587, + "FN": 7046, + "FP": 19787, + "IoU": 0.8817054031177259, + "TN": 177449456, + "TP": 199999, + "n_pred": 219786, + "n_ref": 207045 + }, + "4": { + "Dice": 0.8070348121878845, + "FN": 6556, + "FP": 6775, + "IoU": 0.6764948553678898, + "TN": 177635080, + "TP": 27877, + "n_pred": 34652, + "n_ref": 34433 + }, + "5": { + "Dice": 0.7137550118648228, + "FN": 9374, + "FP": 8117, + "IoU": 0.5549137360679933, + "TN": 177636990, + "TP": 21807, + "n_pred": 29924, + "n_ref": 31181 + }, + "6": { + "Dice": 0.9582229369150284, + "FN": 108470, + "FP": 39511, + "IoU": 0.9197965388847036, + "TN": 175831218, + "TP": 1697089, + "n_pred": 1736600, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.8593189692861615, + "FN": 13409, + "FP": 102754, + "IoU": 0.7533385286054941, + "TN": 177205347, + "TP": 354778, + "n_pred": 457532, + "n_ref": 368187 + }, + "8": { + "Dice": 0.8911809230930103, + "FN": 11949, + "FP": 33840, + "IoU": 0.8037207707310801, + "TN": 177443003, + "TP": 187496, + "n_pred": 221336, + "n_ref": 199445 + }, + "9": { + "Dice": 0.9280901333675204, + "FN": 12156, + "FP": 6915, + "IoU": 0.8658285199698886, + "TN": 177534149, + "TP": 123068, + "n_pred": 129983, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9527089952517337, + "FN": 10596, + "FP": 6923, + "IoU": 0.9096888934711447, + "TN": 193811550, + "TP": 176466, + "n_pred": 183389, + "n_ref": 187062 + }, + "10": { + "Dice": 0.8776278437149033, + "FN": 9293, + "FP": 12390, + "IoU": 0.7819401424031538, + "TN": 193906099, + "TP": 77753, + "n_pred": 90143, + "n_ref": 87046 + }, + "11": { + "Dice": 0.5958858659588586, + "FN": 1765, + "FP": 62, + "IoU": 0.42438563327032136, + "TN": 194002361, + "TP": 1347, + "n_pred": 1409, + "n_ref": 3112 + }, + "12": { + "Dice": 0.750791974656811, + "FN": 1106, + "FP": 782, + "IoU": 0.6010143702451395, + "TN": 194000803, + "TP": 2844, + "n_pred": 3626, + "n_ref": 3950 + }, + "13": { + "Dice": 0.742856198456377, + "FN": 21929, + "FP": 9189, + "IoU": 0.5909078957747219, + "TN": 193929469, + "TP": 44948, + "n_pred": 54137, + "n_ref": 66877 + }, + "14": { + "Dice": 0.8430354541312528, + "FN": 965, + "FP": 26940, + "IoU": 0.7286614418233796, + "TN": 193902693, + "TP": 74937, + "n_pred": 101877, + "n_ref": 75902 + }, + "15": { + "Dice": 0.7430574703588451, + "FN": 2102, + "FP": 10944, + "IoU": 0.5911626449388906, + "TN": 193973625, + "TP": 18864, + "n_pred": 29808, + "n_ref": 20966 + }, + "2": { + "Dice": 0.9644220098091862, + "FN": 4203, + "FP": 5735, + "IoU": 0.9312886319952431, + "TN": 193860901, + "TP": 134696, + "n_pred": 140431, + "n_ref": 138899 + }, + "3": { + "Dice": 0.9604144724154812, + "FN": 5070, + "FP": 5604, + "IoU": 0.9238436347291291, + "TN": 193865376, + "TP": 129485, + "n_pred": 135089, + "n_ref": 134555 + }, + "4": { + "Dice": 0.8973745929822164, + "FN": 1324, + "FP": 3183, + "IoU": 0.8138526350569966, + "TN": 193981323, + "TP": 19705, + "n_pred": 22888, + "n_ref": 21029 + }, + "5": { + "Dice": 0.5068773647896728, + "FN": 15883, + "FP": 6273, + "IoU": 0.33947470411114095, + "TN": 193971992, + "TP": 11387, + "n_pred": 17660, + "n_ref": 27270 + }, + "6": { + "Dice": 0.9562380758059821, + "FN": 28427, + "FP": 95757, + "IoU": 0.9161457738979886, + "TN": 192524584, + "TP": 1356767, + "n_pred": 1452524, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.920698195797043, + "FN": 24029, + "FP": 27296, + "IoU": 0.8530498070249779, + "TN": 193656267, + "TP": 297943, + "n_pred": 325239, + "n_ref": 321972 + }, + "8": { + "Dice": 0.9432958651144119, + "FN": 15826, + "FP": 11294, + "IoU": 0.8926773672713458, + "TN": 193752839, + "TP": 225576, + "n_pred": 236870, + "n_ref": 241402 + }, + "9": { + "Dice": 0.8489660840015103, + "FN": 21971, + "FP": 5229, + "IoU": 0.7375682611967659, + "TN": 193901889, + "TP": 76446, + "n_pred": 81675, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9606941967348058, + "FN": 2413, + "FP": 6755, + "IoU": 0.9243614282885618, + "TN": 99534592, + "TP": 112040, + "n_pred": 118795, + "n_ref": 114453 + }, + "10": { + "Dice": 0.8497323269022585, + "FN": 14385, + "FP": 5881, + "IoU": 0.73872573034577, + "TN": 99578234, + "TP": 57300, + "n_pred": 63181, + "n_ref": 71685 + }, + "11": { + "Dice": 0.5816931014714313, + "FN": 2120, + "FP": 69, + "IoU": 0.4101320398814336, + "TN": 99652089, + "TP": 1522, + "n_pred": 1591, + "n_ref": 3642 + }, + "12": { + "Dice": 0.31896348645465256, + "FN": 2891, + "FP": 0, + "IoU": 0.18974215246636772, + "TN": 99652232, + "TP": 677, + "n_pred": 677, + "n_ref": 3568 + }, + "13": { + "Dice": 0.6581836452706946, + "FN": 19232, + "FP": 7980, + "IoU": 0.490516934713823, + "TN": 99602389, + "TP": 26199, + "n_pred": 34179, + "n_ref": 45431 + }, + "14": { + "Dice": 0.49935254323437933, + "FN": 33509, + "FP": 7860, + "IoU": 0.33275806451612905, + "TN": 99593800, + "TP": 20631, + "n_pred": 28491, + "n_ref": 54140 + }, + "15": { + "Dice": 0.7344993597121136, + "FN": 15291, + "FP": 1088, + "IoU": 0.5804022031510183, + "TN": 99616765, + "TP": 22656, + "n_pred": 23744, + "n_ref": 37947 + }, + "2": { + "Dice": 0.9566548747453687, + "FN": 5094, + "FP": 4843, + "IoU": 0.9169112421087838, + "TN": 99536205, + "TP": 109658, + "n_pred": 114501, + "n_ref": 114752 + }, + "3": { + "Dice": 0.9564193168433451, + "FN": 5257, + "FP": 5547, + "IoU": 0.9164785553047404, + "TN": 99526444, + "TP": 118552, + "n_pred": 124099, + "n_ref": 123809 + }, + "4": { + "Dice": 0.8728635766035413, + "FN": 3304, + "FP": 1241, + "IoU": 0.7744081004616072, + "TN": 99635653, + "TP": 15602, + "n_pred": 16843, + "n_ref": 18906 + }, + "5": { + "Dice": 0.7859501229364243, + "FN": 1372, + "FP": 1675, + "IoU": 0.6473787756046754, + "TN": 99647159, + "TP": 5594, + "n_pred": 7269, + "n_ref": 6966 + }, + "6": { + "Dice": 0.9686254049225036, + "FN": 37841, + "FP": 47429, + "IoU": 0.9391596511544112, + "TN": 98254263, + "TP": 1316267, + "n_pred": 1363696, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.9171516888263948, + "FN": 12388, + "FP": 15540, + "IoU": 0.8469807630141415, + "TN": 99473287, + "TP": 154585, + "n_pred": 170125, + "n_ref": 166973 + }, + "8": { + "Dice": 0.9579698169448908, + "FN": 6436, + "FP": 1855, + "IoU": 0.9193302003366512, + "TN": 99553023, + "TP": 94486, + "n_pred": 96341, + "n_ref": 100922 + }, + "9": { + "Dice": 0.9234546005104468, + "FN": 10144, + "FP": 4012, + "IoU": 0.8577943865147771, + "TN": 99556254, + "TP": 85390, + "n_pred": 89402, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9519640352219358, + "FN": 39396, + "FP": 1731, + "IoU": 0.9083314573307865, + "TN": 62634871, + "TP": 407522, + "n_pred": 409253, + "n_ref": 446918 + }, + "10": { + "Dice": 0.8599061462744649, + "FN": 10741, + "FP": 8843, + "IoU": 0.7542415420138541, + "TN": 63003832, + "TP": 60104, + "n_pred": 68947, + "n_ref": 70845 + }, + "11": { + "Dice": 0.6797159189329638, + "FN": 1583, + "FP": 266, + "IoU": 0.5148255051167673, + "TN": 63079709, + "TP": 1962, + "n_pred": 2228, + "n_ref": 3545 + }, + "12": { + "Dice": 0.7128250073035349, + "FN": 1062, + "FP": 904, + "IoU": 0.5537902859736723, + "TN": 63079114, + "TP": 2440, + "n_pred": 3344, + "n_ref": 3502 + }, + "13": { + "Dice": 0.65027222817049, + "FN": 17110, + "FP": 13594, + "IoU": 0.481780283211531, + "TN": 63024271, + "TP": 28545, + "n_pred": 42139, + "n_ref": 45655 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 63083520, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 63083520, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9775852311224124, + "FN": 1331, + "FP": 4293, + "IoU": 0.9561532764199119, + "TN": 62955255, + "TP": 122641, + "n_pred": 126934, + "n_ref": 123972 + }, + "3": { + "Dice": 0.9801506029927022, + "FN": 1005, + "FP": 4122, + "IoU": 0.9610738662678137, + "TN": 62951809, + "TP": 126584, + "n_pred": 130706, + "n_ref": 127589 + }, + "4": { + "Dice": 0.3611517813567594, + "FN": 13959, + "FP": 440, + "IoU": 0.22036926742108398, + "TN": 63065051, + "TP": 4070, + "n_pred": 4510, + "n_ref": 18029 + }, + "5": { + "Dice": 0.5665201757890531, + "FN": 9155, + "FP": 2780, + "IoU": 0.39520624303233, + "TN": 63063786, + "TP": 7799, + "n_pred": 10579, + "n_ref": 16954 + }, + "6": { + "Dice": 0.9149109236191965, + "FN": 154481, + "FP": 26909, + "IoU": 0.8431666519681336, + "TN": 61926942, + "TP": 975188, + "n_pred": 1002097, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.8141099906026902, + "FN": 11548, + "FP": 54719, + "IoU": 0.6864970479146166, + "TN": 62872144, + "TP": 145109, + "n_pred": 199828, + "n_ref": 156657 + }, + "8": { + "Dice": 0.9215690869803653, + "FN": 13651, + "FP": 3082, + "IoU": 0.8545462447844228, + "TN": 62968480, + "TP": 98307, + "n_pred": 101389, + "n_ref": 111958 + }, + "9": { + "Dice": 0.8987268993839835, + "FN": 4592, + "FP": 4039, + "IoU": 0.8160799522673031, + "TN": 63036592, + "TP": 38297, + "n_pred": 42336, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9736867332067091, + "FN": 12853, + "FP": 3342, + "IoU": 0.9487227386711923, + "TN": 109292986, + "TP": 299637, + "n_pred": 302979, + "n_ref": 312490 + }, + "10": { + "Dice": 0.6247872970508325, + "FN": 21470, + "FP": 58352, + "IoU": 0.45432048126879954, + "TN": 109462538, + "TP": 66458, + "n_pred": 124810, + "n_ref": 87928 + }, + "11": { + "Dice": 0.7012578616352201, + "FN": 1790, + "FP": 490, + "IoU": 0.5399515738498789, + "TN": 109603862, + "TP": 2676, + "n_pred": 3166, + "n_ref": 4466 + }, + "12": { + "Dice": 0.6128924515698063, + "FN": 2246, + "FP": 72, + "IoU": 0.44184926559113896, + "TN": 109604665, + "TP": 1835, + "n_pred": 1907, + "n_ref": 4081 + }, + "13": { + "Dice": 0.36273388164710335, + "FN": 60646, + "FP": 10095, + "IoU": 0.22154851772784295, + "TN": 109517944, + "TP": 20133, + "n_pred": 30228, + "n_ref": 80779 + }, + "14": { + "Dice": 0.5363921732761326, + "FN": 45653, + "FP": 42961, + "IoU": 0.36648627008014184, + "TN": 109468941, + "TP": 51263, + "n_pred": 94224, + "n_ref": 96916 + }, + "15": { + "Dice": 0.8770459779569008, + "FN": 18236, + "FP": 5682, + "IoU": 0.7810168188019007, + "TN": 109499595, + "TP": 85305, + "n_pred": 90987, + "n_ref": 103541 + }, + "2": { + "Dice": 0.7662082514734774, + "FN": 79511, + "FP": 2599, + "IoU": 0.6210191082802548, + "TN": 109392158, + "TP": 134550, + "n_pred": 137149, + "n_ref": 214061 + }, + "3": { + "Dice": 0.8502874942274781, + "FN": 10929, + "FP": 71740, + "IoU": 0.739565317380059, + "TN": 109291391, + "TP": 234758, + "n_pred": 306498, + "n_ref": 245687 + }, + "4": { + "Dice": 0.4993652386997727, + "FN": 33376, + "FP": 538, + "IoU": 0.33276933973400485, + "TN": 109557990, + "TP": 16914, + "n_pred": 17452, + "n_ref": 50290 + }, + "5": { + "Dice": 0.5570811085685228, + "FN": 6170, + "FP": 798, + "IoU": 0.38607929515418504, + "TN": 109597468, + "TP": 4382, + "n_pred": 5180, + "n_ref": 10552 + }, + "6": { + "Dice": 0.9471256996653408, + "FN": 30544, + "FP": 105663, + "IoU": 0.8995619888948699, + "TN": 108252688, + "TP": 1219923, + "n_pred": 1325586, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.8159420764056708, + "FN": 325167, + "FP": 68601, + "IoU": 0.6891065547948829, + "TN": 108342249, + "TP": 872801, + "n_pred": 941402, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.9433211280990581, + "FN": 5045, + "FP": 5094, + "IoU": 0.8927226172337904, + "TN": 109514306, + "TP": 84373, + "n_pred": 89467, + "n_ref": 89418 + }, + "9": { + "Dice": 0.7536528633206657, + "FN": 9192, + "FP": 20886, + "IoU": 0.6046893687489322, + "TN": 109532731, + "TP": 46009, + "n_pred": 66895, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9108877560834856, + "FN": 1953, + "FP": 9165, + "IoU": 0.8363580165143286, + "TN": 66999411, + "TP": 56823, + "n_pred": 65988, + "n_ref": 58776 + }, + "10": { + "Dice": 0.662338593974175, + "FN": 32631, + "FP": 14439, + "IoU": 0.4951466723869791, + "TN": 66974117, + "TP": 46165, + "n_pred": 60604, + "n_ref": 78796 + }, + "11": { + "Dice": 0.1843147610245577, + "FN": 2777, + "FP": 312, + "IoU": 0.10151250727166958, + "TN": 67063914, + "TP": 349, + "n_pred": 661, + "n_ref": 3126 + }, + "12": { + "Dice": 0.28357551739321885, + "FN": 2667, + "FP": 587, + "IoU": 0.16521292970754234, + "TN": 67063454, + "TP": 644, + "n_pred": 1231, + "n_ref": 3311 + }, + "13": { + "Dice": 0.4685084496693608, + "FN": 22270, + "FP": 13898, + "IoU": 0.3059164443762114, + "TN": 67015243, + "TP": 15941, + "n_pred": 29839, + "n_ref": 38211 + }, + "14": { + "Dice": 0.835860205515905, + "FN": 14225, + "FP": 9831, + "IoU": 0.7180067286389159, + "TN": 66982045, + "TP": 61251, + "n_pred": 71082, + "n_ref": 75476 + }, + "15": { + "Dice": 0.23776569451309937, + "FN": 22704, + "FP": 32808, + "IoU": 0.13492286115007013, + "TN": 67003182, + "TP": 8658, + "n_pred": 41466, + "n_ref": 31362 + }, + "2": { + "Dice": 0.9658553261315466, + "FN": 4772, + "FP": 5216, + "IoU": 0.9339653827336798, + "TN": 66916098, + "TP": 141266, + "n_pred": 146482, + "n_ref": 146038 + }, + "3": { + "Dice": 0.9657092797697265, + "FN": 6040, + "FP": 4920, + "IoU": 0.9336922983846573, + "TN": 66902062, + "TP": 154330, + "n_pred": 159250, + "n_ref": 160370 + }, + "4": { + "Dice": 0.0, + "FN": 13039, + "FP": 667, + "IoU": 0.0, + "TN": 67053646, + "TP": 0, + "n_pred": 667, + "n_ref": 13039 + }, + "5": { + "Dice": 0.6248425296044343, + "FN": 3961, + "FP": 1995, + "IoU": 0.4543788933675339, + "TN": 67056436, + "TP": 4960, + "n_pred": 6955, + "n_ref": 8921 + }, + "6": { + "Dice": 0.9643062677178197, + "FN": 39309, + "FP": 37723, + "IoU": 0.9310728043057128, + "TN": 65949767, + "TP": 1040553, + "n_pred": 1078276, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.7849112271231984, + "FN": 119093, + "FP": 8340, + "IoU": 0.645970273649118, + "TN": 66707402, + "TP": 232517, + "n_pred": 240857, + "n_ref": 351610 + }, + "8": { + "Dice": 0.8904087208811019, + "FN": 6688, + "FP": 12765, + "IoU": 0.8024655002589385, + "TN": 66968873, + "TP": 79026, + "n_pred": 91791, + "n_ref": 85714 + }, + "9": { + "Dice": 0.905564455271206, + "FN": 8944, + "FP": 5322, + "IoU": 0.8274260276292551, + "TN": 66984686, + "TP": 68400, + "n_pred": 73722, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6918921244232858, + "FN": 83715, + "FP": 2232, + "IoU": 0.5289258916190278, + "TN": 74336831, + "TP": 96502, + "n_pred": 98734, + "n_ref": 180217 + }, + "10": { + "Dice": 0.7222780324754791, + "FN": 16605, + "FP": 13805, + "IoU": 0.5652857592131972, + "TN": 74449326, + "TP": 39544, + "n_pred": 53349, + "n_ref": 56149 + }, + "11": { + "Dice": 0.45378887428821724, + "FN": 2351, + "FP": 143, + "IoU": 0.2934844192634561, + "TN": 74515750, + "TP": 1036, + "n_pred": 1179, + "n_ref": 3387 + }, + "12": { + "Dice": 0.5951246847856543, + "FN": 1139, + "FP": 306, + "IoU": 0.4236138811328281, + "TN": 74516773, + "TP": 1062, + "n_pred": 1368, + "n_ref": 2201 + }, + "13": { + "Dice": 0.40870763435015106, + "FN": 26725, + "FP": 20048, + "IoU": 0.2568400648257015, + "TN": 74456342, + "TP": 16165, + "n_pred": 36213, + "n_ref": 42890 + }, + "14": { + "Dice": 0.6843302788795086, + "FN": 4405, + "FP": 20984, + "IoU": 0.5201383507531799, + "TN": 74466371, + "TP": 27520, + "n_pred": 48504, + "n_ref": 31925 + }, + "15": { + "Dice": 0.7347919258952026, + "FN": 9100, + "FP": 6246, + "IoU": 0.580767654691982, + "TN": 74482675, + "TP": 21259, + "n_pred": 27505, + "n_ref": 30359 + }, + "2": { + "Dice": 0.9406643928548354, + "FN": 2596, + "FP": 14853, + "IoU": 0.8879758090921347, + "TN": 74363519, + "TP": 138312, + "n_pred": 153165, + "n_ref": 140908 + }, + "3": { + "Dice": 0.9494398664725763, + "FN": 6606, + "FP": 9267, + "IoU": 0.9037463312877483, + "TN": 74354372, + "TP": 149035, + "n_pred": 158302, + "n_ref": 155641 + }, + "4": { + "Dice": 0.22125895212966454, + "FN": 11517, + "FP": 879, + "IoU": 0.12439076075439712, + "TN": 74505123, + "TP": 1761, + "n_pred": 2640, + "n_ref": 13278 + }, + "5": { + "Dice": 0.6083029544588933, + "FN": 4564, + "FP": 2635, + "IoU": 0.4370943779810775, + "TN": 74506491, + "TP": 5590, + "n_pred": 8225, + "n_ref": 10154 + }, + "6": { + "Dice": 0.9414265740499705, + "FN": 85223, + "FP": 104008, + "IoU": 0.8893351665285533, + "TN": 72809333, + "TP": 1520716, + "n_pred": 1624724, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.737504636154588, + "FN": 67768, + "FP": 3006, + "IoU": 0.5841642332121013, + "TN": 74349083, + "TP": 99423, + "n_pred": 102429, + "n_ref": 167191 + }, + "8": { + "Dice": 0.9598698481561823, + "FN": 2429, + "FP": 2751, + "IoU": 0.9228362877997914, + "TN": 74452150, + "TP": 61950, + "n_pred": 64701, + "n_ref": 64379 + }, + "9": { + "Dice": 0.901639706532308, + "FN": 11256, + "FP": 6548, + "IoU": 0.8208961229704445, + "TN": 74419874, + "TP": 81602, + "n_pred": 88150, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9653454780849439, + "FN": 9277, + "FP": 10370, + "IoU": 0.9330123801113562, + "TN": 65757887, + "TP": 273646, + "n_pred": 284016, + "n_ref": 282923 + }, + "10": { + "Dice": 0.6264594145274562, + "FN": 33981, + "FP": 25112, + "IoU": 0.4560909383772838, + "TN": 65942535, + "TP": 49552, + "n_pred": 74664, + "n_ref": 83533 + }, + "11": { + "Dice": 0.6417538614848032, + "FN": 1705, + "FP": 452, + "IoU": 0.47248716067498164, + "TN": 66047091, + "TP": 1932, + "n_pred": 2384, + "n_ref": 3637 + }, + "12": { + "Dice": 0.5281173594132029, + "FN": 1838, + "FP": 285, + "IoU": 0.3588039867109635, + "TN": 66047869, + "TP": 1188, + "n_pred": 1473, + "n_ref": 3026 + }, + "13": { + "Dice": 0.7314721026420191, + "FN": 12963, + "FP": 12487, + "IoU": 0.576630678888094, + "TN": 65991067, + "TP": 34663, + "n_pred": 47150, + "n_ref": 47626 + }, + "14": { + "Dice": 0.8569683321190177, + "FN": 447, + "FP": 18988, + "IoU": 0.7497327993612939, + "TN": 65973523, + "TP": 58222, + "n_pred": 77210, + "n_ref": 58669 + }, + "15": { + "Dice": 0.7780241438778024, + "FN": 5648, + "FP": 5164, + "IoU": 0.6366935483870968, + "TN": 66021420, + "TP": 18948, + "n_pred": 24112, + "n_ref": 24596 + }, + "2": { + "Dice": 0.9577469727839867, + "FN": 7392, + "FP": 4657, + "IoU": 0.9189198282707293, + "TN": 65902574, + "TP": 136557, + "n_pred": 141214, + "n_ref": 143949 + }, + "3": { + "Dice": 0.9543801388999761, + "FN": 7383, + "FP": 6904, + "IoU": 0.9127410203321301, + "TN": 65887449, + "TP": 149444, + "n_pred": 156348, + "n_ref": 156827 + }, + "4": { + "Dice": 0.8870938725578383, + "FN": 4873, + "FP": 1403, + "IoU": 0.7970967637645081, + "TN": 66020249, + "TP": 24655, + "n_pred": 26058, + "n_ref": 29528 + }, + "5": { + "Dice": 0.8763426910902392, + "FN": 1535, + "FP": 848, + "IoU": 0.7799020966103261, + "TN": 66040353, + "TP": 8444, + "n_pred": 9292, + "n_ref": 9979 + }, + "6": { + "Dice": 0.9554818923114696, + "FN": 29180, + "FP": 63473, + "IoU": 0.9147585717072022, + "TN": 64964232, + "TP": 994295, + "n_pred": 1057768, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.8569411517509817, + "FN": 234262, + "FP": 13569, + "IoU": 0.7496911931207019, + "TN": 65061079, + "TP": 742270, + "n_pred": 755839, + "n_ref": 976532 + }, + "8": { + "Dice": 0.9440675017397355, + "FN": 5327, + "FP": 3675, + "IoU": 0.894060466265755, + "TN": 65966207, + "TP": 75971, + "n_pred": 79646, + "n_ref": 81298 + }, + "9": { + "Dice": 0.8720578061342148, + "FN": 13362, + "FP": 3282, + "IoU": 0.7731405127645944, + "TN": 65977813, + "TP": 56723, + "n_pred": 60005, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9797913569587713, + "FN": 2716, + "FP": 3510, + "IoU": 0.9603833133956069, + "TN": 113315384, + "TP": 150930, + "n_pred": 154440, + "n_ref": 153646 + }, + "10": { + "Dice": 0.8702718435298912, + "FN": 5814, + "FP": 16472, + "IoU": 0.7703373935983842, + "TN": 113375502, + "TP": 74752, + "n_pred": 91224, + "n_ref": 80566 + }, + "11": { + "Dice": 0.6057287278854254, + "FN": 1792, + "FP": 80, + "IoU": 0.43444108761329303, + "TN": 113469230, + "TP": 1438, + "n_pred": 1518, + "n_ref": 3230 + }, + "12": { + "Dice": 0.8012382303624404, + "FN": 977, + "FP": 564, + "IoU": 0.6683882074456639, + "TN": 113467893, + "TP": 3106, + "n_pred": 3670, + "n_ref": 4083 + }, + "13": { + "Dice": 0.6339274132876748, + "FN": 28004, + "FP": 28440, + "IoU": 0.4640510463747199, + "TN": 113367224, + "TP": 48872, + "n_pred": 77312, + "n_ref": 76876 + }, + "14": { + "Dice": 0.9692034647066767, + "FN": 12392, + "FP": 3572, + "IoU": 0.9402471113573159, + "TN": 113205373, + "TP": 251203, + "n_pred": 254775, + "n_ref": 263595 + }, + "15": { + "Dice": 0.7502225166111237, + "FN": 3761, + "FP": 8306, + "IoU": 0.6002848719732353, + "TN": 113442351, + "TP": 18122, + "n_pred": 26428, + "n_ref": 21883 + }, + "2": { + "Dice": 0.9688343152910082, + "FN": 3923, + "FP": 4001, + "IoU": 0.939552517755113, + "TN": 113341451, + "TP": 123165, + "n_pred": 127166, + "n_ref": 127088 + }, + "3": { + "Dice": 0.9686988551763176, + "FN": 2219, + "FP": 5412, + "IoU": 0.939297759959272, + "TN": 113346828, + "TP": 118081, + "n_pred": 123493, + "n_ref": 120300 + }, + "4": { + "Dice": 0.848454606827321, + "FN": 2186, + "FP": 8140, + "IoU": 0.7367964926590538, + "TN": 113433308, + "TP": 28906, + "n_pred": 37046, + "n_ref": 31092 + }, + "5": { + "Dice": 0.6274035935694021, + "FN": 14913, + "FP": 6363, + "IoU": 0.457092551481283, + "TN": 113433351, + "TP": 17913, + "n_pred": 24276, + "n_ref": 32826 + }, + "6": { + "Dice": 0.9589038604362127, + "FN": 36478, + "FP": 58421, + "IoU": 0.9210521718368749, + "TN": 112270493, + "TP": 1107148, + "n_pred": 1165569, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.9122352186924547, + "FN": 23088, + "FP": 14421, + "IoU": 0.8386327948546968, + "TN": 113240095, + "TP": 194936, + "n_pred": 209357, + "n_ref": 218024 + }, + "8": { + "Dice": 0.9514991452708533, + "FN": 13360, + "FP": 7153, + "IoU": 0.9074853310602679, + "TN": 113250813, + "TP": 201214, + "n_pred": 208367, + "n_ref": 214574 + }, + "9": { + "Dice": 0.90593581341085, + "FN": 13834, + "FP": 5355, + "IoU": 0.828046310733552, + "TN": 113360946, + "TP": 92405, + "n_pred": 97760, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8502153039846592, + "FN": 2600, + "FP": 41298, + "IoU": 0.7394560972425008, + "TN": 75028242, + "TP": 124588, + "n_pred": 165886, + "n_ref": 127188 + }, + "10": { + "Dice": 0.8367045638234819, + "FN": 22413, + "FP": 7893, + "IoU": 0.7192537147515471, + "TN": 75088780, + "TP": 77642, + "n_pred": 85535, + "n_ref": 100055 + }, + "11": { + "Dice": 0.6261029411764706, + "FN": 1841, + "FP": 193, + "IoU": 0.4557131388814557, + "TN": 75192991, + "TP": 1703, + "n_pred": 1896, + "n_ref": 3544 + }, + "12": { + "Dice": 0.5348595213319459, + "FN": 1821, + "FP": 414, + "IoU": 0.3650568181818182, + "TN": 75193208, + "TP": 1285, + "n_pred": 1699, + "n_ref": 3106 + }, + "13": { + "Dice": 0.5923596659301974, + "FN": 22953, + "FP": 21512, + "IoU": 0.4208174855416037, + "TN": 75119956, + "TP": 32307, + "n_pred": 53819, + "n_ref": 55260 + }, + "14": { + "Dice": 0.9421679294881707, + "FN": 5103, + "FP": 10605, + "IoU": 0.8906592603420552, + "TN": 75053067, + "TP": 127953, + "n_pred": 138558, + "n_ref": 133056 + }, + "15": { + "Dice": 0.5035412694088804, + "FN": 44236, + "FP": 14084, + "IoU": 0.336488577409666, + "TN": 75108832, + "TP": 29576, + "n_pred": 43660, + "n_ref": 73812 + }, + "2": { + "Dice": 0.9498860120501547, + "FN": 6314, + "FP": 8458, + "IoU": 0.9045551463461912, + "TN": 75041958, + "TP": 139998, + "n_pred": 148456, + "n_ref": 146312 + }, + "3": { + "Dice": 0.9499121062508451, + "FN": 3505, + "FP": 11682, + "IoU": 0.9046024736647047, + "TN": 75037531, + "TP": 144010, + "n_pred": 155692, + "n_ref": 147515 + }, + "4": { + "Dice": 0.9148537504191239, + "FN": 1771, + "FP": 2546, + "IoU": 0.8430695408775309, + "TN": 75169219, + "TP": 23192, + "n_pred": 25738, + "n_ref": 24963 + }, + "5": { + "Dice": 0.7972563176895306, + "FN": 2180, + "FP": 628, + "IoU": 0.6628646896386121, + "TN": 75188399, + "TP": 5521, + "n_pred": 6149, + "n_ref": 7701 + }, + "6": { + "Dice": 0.9626589656716861, + "FN": 22823, + "FP": 72887, + "IoU": 0.9280062523459461, + "TN": 73867307, + "TP": 1233711, + "n_pred": 1306598, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.9051095796088259, + "FN": 5904, + "FP": 24690, + "IoU": 0.8266668177491728, + "TN": 75020224, + "TP": 145910, + "n_pred": 170600, + "n_ref": 151814 + }, + "8": { + "Dice": 0.9297276848637204, + "FN": 8552, + "FP": 2965, + "IoU": 0.8686832983672352, + "TN": 75109024, + "TP": 76187, + "n_pred": 79152, + "n_ref": 84739 + }, + "9": { + "Dice": 0.7948075014365564, + "FN": 16373, + "FP": 15051, + "IoU": 0.6594859347232457, + "TN": 75104444, + "TP": 60860, + "n_pred": 75911, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9743618359408605, + "FN": 6312, + "FP": 4715, + "IoU": 0.9500054405977404, + "TN": 86707308, + "TP": 209537, + "n_pred": 214252, + "n_ref": 215849 + }, + "10": { + "Dice": 0.7011386032965515, + "FN": 12976, + "FP": 34638, + "IoU": 0.5398101791892989, + "TN": 86824406, + "TP": 55852, + "n_pred": 90490, + "n_ref": 68828 + }, + "11": { + "Dice": 0.557858724089354, + "FN": 1204, + "FP": 993, + "IoU": 0.38682668155177224, + "TN": 86924289, + "TP": 1386, + "n_pred": 2379, + "n_ref": 2590 + }, + "12": { + "Dice": 0.6015491399255608, + "FN": 1925, + "FP": 2036, + "IoU": 0.4301539346856567, + "TN": 86920921, + "TP": 2990, + "n_pred": 5026, + "n_ref": 4915 + }, + "13": { + "Dice": 0.5097381936166208, + "FN": 26925, + "FP": 27774, + "IoU": 0.3420460696457569, + "TN": 86844737, + "TP": 28436, + "n_pred": 56210, + "n_ref": 55361 + }, + "14": { + "Dice": 0.8559527767497005, + "FN": 15053, + "FP": 7910, + "IoU": 0.7481795850331184, + "TN": 86836684, + "TP": 68225, + "n_pred": 76135, + "n_ref": 83278 + }, + "15": { + "Dice": 0.7444518474805353, + "FN": 64886, + "FP": 2235, + "IoU": 0.5929297462520013, + "TN": 86762984, + "TP": 97767, + "n_pred": 100002, + "n_ref": 162653 + }, + "2": { + "Dice": 0.9422453315442245, + "FN": 6248, + "FP": 8214, + "IoU": 0.890797610867382, + "TN": 86795439, + "TP": 117971, + "n_pred": 126185, + "n_ref": 124219 + }, + "3": { + "Dice": 0.9477442034132926, + "FN": 14249, + "FP": 2965, + "IoU": 0.9006785293914007, + "TN": 86754556, + "TP": 156102, + "n_pred": 159067, + "n_ref": 170351 + }, + "4": { + "Dice": 0.773116953866445, + "FN": 3040, + "FP": 4873, + "IoU": 0.6301472306613695, + "TN": 86906477, + "TP": 13482, + "n_pred": 18355, + "n_ref": 16522 + }, + "5": { + "Dice": 0.8643533123028391, + "FN": 541, + "FP": 1007, + "IoU": 0.7611111111111111, + "TN": 86921392, + "TP": 4932, + "n_pred": 5939, + "n_ref": 5473 + }, + "6": { + "Dice": 0.9436031595961558, + "FN": 28053, + "FP": 108966, + "IoU": 0.893227926766073, + "TN": 85644587, + "TP": 1146266, + "n_pred": 1255232, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.8918713756999106, + "FN": 183148, + "FP": 20546, + "IoU": 0.8048446327818938, + "TN": 85884119, + "TP": 840059, + "n_pred": 860605, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.9382149355815038, + "FN": 3085, + "FP": 3672, + "IoU": 0.8836203926972098, + "TN": 86869812, + "TP": 51303, + "n_pred": 54975, + "n_ref": 54388 + }, + "9": { + "Dice": 0.8063731729798534, + "FN": 4831, + "FP": 17226, + "IoU": 0.6755655576148031, + "TN": 86859886, + "TP": 45929, + "n_pred": 63155, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7441405010381626, + "FN": 6391, + "FP": 50047, + "IoU": 0.5925348350299617, + "TN": 37611090, + "TP": 82072, + "n_pred": 132119, + "n_ref": 88463 + }, + "10": { + "Dice": 0.7968660800409457, + "FN": 18764, + "FP": 1874, + "IoU": 0.6623253378710037, + "TN": 37688482, + "TP": 40480, + "n_pred": 42354, + "n_ref": 59244 + }, + "11": { + "Dice": 0.7928712871287129, + "FN": 586, + "FP": 460, + "IoU": 0.6568241469816273, + "TN": 37746552, + "TP": 2002, + "n_pred": 2462, + "n_ref": 2588 + }, + "12": { + "Dice": 0.6870540265035678, + "FN": 1232, + "FP": 303, + "IoU": 0.5232919254658385, + "TN": 37746380, + "TP": 1685, + "n_pred": 1988, + "n_ref": 2917 + }, + "13": { + "Dice": 0.7121311767787674, + "FN": 12942, + "FP": 12883, + "IoU": 0.5529531920786595, + "TN": 37691832, + "TP": 31943, + "n_pred": 44826, + "n_ref": 44885 + }, + "14": { + "Dice": 0.341645591954361, + "FN": 18948, + "FP": 294484, + "IoU": 0.20601482427208567, + "TN": 37354842, + "TP": 81326, + "n_pred": 375810, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 12050, + "IoU": 0.0, + "TN": 37737550, + "TP": 0, + "n_pred": 12050, + "n_ref": 0 + }, + "2": { + "Dice": 0.6727082968696317, + "FN": 48345, + "FP": 2144, + "IoU": 0.5068277721340939, + "TN": 37647224, + "TP": 51887, + "n_pred": 54031, + "n_ref": 100232 + }, + "3": { + "Dice": 0.8804579579182384, + "FN": 5490, + "FP": 17105, + "IoU": 0.7864447468904767, + "TN": 37643796, + "TP": 83209, + "n_pred": 100314, + "n_ref": 88699 + }, + "4": { + "Dice": 0.0, + "FN": 11694, + "FP": 0, + "IoU": 0.0, + "TN": 37737906, + "TP": 0, + "n_pred": 0, + "n_ref": 11694 + }, + "5": { + "Dice": 0.763853759484939, + "FN": 1744, + "FP": 3391, + "IoU": 0.6179315476190477, + "TN": 37736160, + "TP": 8305, + "n_pred": 11696, + "n_ref": 10049 + }, + "6": { + "Dice": 0.9167001664181201, + "FN": 106299, + "FP": 9327, + "IoU": 0.8462109362530724, + "TN": 36997752, + "TP": 636222, + "n_pred": 645549, + "n_ref": 742521 + }, + "7": { + "Dice": 0.9082183755614301, + "FN": 33682, + "FP": 29298, + "IoU": 0.831868164138104, + "TN": 37375013, + "TP": 311607, + "n_pred": 340905, + "n_ref": 345289 + }, + "8": { + "Dice": 0.9457414903345035, + "FN": 4138, + "FP": 4347, + "IoU": 0.8970679218274235, + "TN": 37667167, + "TP": 73948, + "n_pred": 78295, + "n_ref": 78086 + }, + "9": { + "Dice": 0.8572428774033715, + "FN": 7020, + "FP": 8884, + "IoU": 0.7501531694289529, + "TN": 37685945, + "TP": 47751, + "n_pred": 56635, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9680269010098115, + "FN": 8889, + "FP": 3605, + "IoU": 0.9380350146307593, + "TN": 75705058, + "TP": 189136, + "n_pred": 192741, + "n_ref": 198025 + }, + "10": { + "Dice": 0.9127398954634321, + "FN": 11169, + "FP": 8514, + "IoU": 0.8394862385321101, + "TN": 75784063, + "TP": 102942, + "n_pred": 111456, + "n_ref": 114111 + }, + "11": { + "Dice": 0.6701004378058203, + "FN": 1740, + "FP": 822, + "IoU": 0.5038729666924865, + "TN": 75901524, + "TP": 2602, + "n_pred": 3424, + "n_ref": 4342 + }, + "12": { + "Dice": 0.7880179293757517, + "FN": 980, + "FP": 959, + "IoU": 0.650189428107523, + "TN": 75901145, + "TP": 3604, + "n_pred": 4563, + "n_ref": 4584 + }, + "13": { + "Dice": 0.7833813330578192, + "FN": 11172, + "FP": 5601, + "IoU": 0.6439004713175661, + "TN": 75859586, + "TP": 30329, + "n_pred": 35930, + "n_ref": 41501 + }, + "14": { + "Dice": 0.9221354601474739, + "FN": 4938, + "FP": 15115, + "IoU": 0.855520732014842, + "TN": 75767893, + "TP": 118742, + "n_pred": 133857, + "n_ref": 123680 + }, + "15": { + "Dice": 0.6894386371626584, + "FN": 88237, + "FP": 982, + "IoU": 0.526063606567827, + "TN": 75718437, + "TP": 99032, + "n_pred": 100014, + "n_ref": 187269 + }, + "2": { + "Dice": 0.9553188284817898, + "FN": 5599, + "FP": 11904, + "IoU": 0.9144596978745656, + "TN": 75702071, + "TP": 187114, + "n_pred": 199018, + "n_ref": 192713 + }, + "3": { + "Dice": 0.9569872563123272, + "FN": 16076, + "FP": 5063, + "IoU": 0.9175221128447634, + "TN": 75650389, + "TP": 235160, + "n_pred": 240223, + "n_ref": 251236 + }, + "4": { + "Dice": 0.9108144773644631, + "FN": 2986, + "FP": 2339, + "IoU": 0.8362344691844015, + "TN": 75874172, + "TP": 27191, + "n_pred": 29530, + "n_ref": 30177 + }, + "5": { + "Dice": 0.8731028667790893, + "FN": 1345, + "FP": 1063, + "IoU": 0.774784885895997, + "TN": 75895996, + "TP": 8284, + "n_pred": 9347, + "n_ref": 9629 + }, + "6": { + "Dice": 0.9765388184166561, + "FN": 50412, + "FP": 29184, + "IoU": 0.9541532556280283, + "TN": 74170556, + "TP": 1656536, + "n_pred": 1685720, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.9271693538118586, + "FN": 22517, + "FP": 16950, + "IoU": 0.8642271332443479, + "TN": 75616004, + "TP": 251217, + "n_pred": 268167, + "n_ref": 273734 + }, + "8": { + "Dice": 0.9476348257546746, + "FN": 6376, + "FP": 3059, + "IoU": 0.9004809822163155, + "TN": 75811882, + "TP": 85371, + "n_pred": 88430, + "n_ref": 91747 + }, + "9": { + "Dice": 0.8721612212104981, + "FN": 12613, + "FP": 6481, + "IoU": 0.7733030975815356, + "TN": 75822461, + "TP": 65133, + "n_pred": 71614, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9720664007313222, + "FN": 1473, + "FP": 3905, + "IoU": 0.945650965609936, + "TN": 61288797, + "TP": 93575, + "n_pred": 97480, + "n_ref": 95048 + }, + "10": { + "Dice": 0.8948163249896175, + "FN": 6950, + "FP": 9766, + "IoU": 0.8096539473234722, + "TN": 61299931, + "TP": 71103, + "n_pred": 80869, + "n_ref": 78053 + }, + "11": { + "Dice": 0.7353497164461248, + "FN": 1008, + "FP": 672, + "IoU": 0.5814648729446936, + "TN": 61383736, + "TP": 2334, + "n_pred": 3006, + "n_ref": 3342 + }, + "12": { + "Dice": 0.7805178791615289, + "FN": 837, + "FP": 587, + "IoU": 0.6400404448938322, + "TN": 61383794, + "TP": 2532, + "n_pred": 3119, + "n_ref": 3369 + }, + "13": { + "Dice": 0.6577550804278502, + "FN": 11506, + "FP": 17579, + "IoU": 0.4900410281586422, + "TN": 61330716, + "TP": 27949, + "n_pred": 45528, + "n_ref": 39455 + }, + "14": { + "Dice": 0.8814209359572414, + "FN": 1650, + "FP": 15788, + "IoU": 0.7879826865090944, + "TN": 61305502, + "TP": 64810, + "n_pred": 80598, + "n_ref": 66460 + }, + "15": { + "Dice": 0.8999419095323169, + "FN": 1677, + "FP": 7452, + "IoU": 0.8180858059502222, + "TN": 61337567, + "TP": 41054, + "n_pred": 48506, + "n_ref": 42731 + }, + "2": { + "Dice": 0.9703285111512959, + "FN": 4382, + "FP": 3494, + "IoU": 0.9423670769365862, + "TN": 61251092, + "TP": 128782, + "n_pred": 132276, + "n_ref": 133164 + }, + "3": { + "Dice": 0.9738686584813661, + "FN": 3498, + "FP": 3485, + "IoU": 0.9490682323766456, + "TN": 61250645, + "TP": 130122, + "n_pred": 133607, + "n_ref": 133620 + }, + "4": { + "Dice": 0.7508359275913755, + "FN": 5952, + "FP": 2692, + "IoU": 0.6010707033413328, + "TN": 61366082, + "TP": 13024, + "n_pred": 15716, + "n_ref": 18976 + }, + "5": { + "Dice": 0.46552866242038216, + "FN": 18559, + "FP": 2419, + "IoU": 0.3033804874809059, + "TN": 61357636, + "TP": 9136, + "n_pred": 11555, + "n_ref": 27695 + }, + "6": { + "Dice": 0.9696646808407393, + "FN": 35518, + "FP": 24496, + "IoU": 0.9411156376081257, + "TN": 60368566, + "TP": 959170, + "n_pred": 983666, + "n_ref": 994688 + }, + "7": { + "Dice": 0.8775905486722696, + "FN": 23138, + "FP": 20659, + "IoU": 0.7818809326971922, + "TN": 61186956, + "TP": 156997, + "n_pred": 177656, + "n_ref": 180135 + }, + "8": { + "Dice": 0.9417374594020461, + "FN": 16231, + "FP": 12238, + "IoU": 0.8898901957447467, + "TN": 61129199, + "TP": 230082, + "n_pred": 242320, + "n_ref": 246313 + }, + "9": { + "Dice": 0.8943723276237294, + "FN": 9854, + "FP": 6648, + "IoU": 0.8089272274648295, + "TN": 61301385, + "TP": 69863, + "n_pred": 76511, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9784209707613004, + "FN": 3106, + "FP": 4940, + "IoU": 0.957753578291871, + "TN": 39558346, + "TP": 182408, + "n_pred": 187348, + "n_ref": 185514 + }, + "10": { + "Dice": 0.7473922060234625, + "FN": 15613, + "FP": 8870, + "IoU": 0.5966689730157161, + "TN": 39688098, + "TP": 36219, + "n_pred": 45089, + "n_ref": 51832 + }, + "11": { + "Dice": 0.7492660011743981, + "FN": 1117, + "FP": 164, + "IoU": 0.5990610328638498, + "TN": 39745605, + "TP": 1914, + "n_pred": 2078, + "n_ref": 3031 + }, + "12": { + "Dice": 0.8318885448916409, + "FN": 773, + "FP": 313, + "IoU": 0.7121653856347734, + "TN": 39745027, + "TP": 2687, + "n_pred": 3000, + "n_ref": 3460 + }, + "13": { + "Dice": 0.768150138734133, + "FN": 8652, + "FP": 12572, + "IoU": 0.623574481670007, + "TN": 39692417, + "TP": 35159, + "n_pred": 47731, + "n_ref": 43811 + }, + "14": { + "Dice": 0.4201311673137085, + "FN": 11040, + "FP": 50498, + "IoU": 0.2659278787083537, + "TN": 39664969, + "TP": 22293, + "n_pred": 72791, + "n_ref": 33333 + }, + "15": { + "Dice": 0.6694560669456067, + "FN": 16196, + "FP": 18880, + "IoU": 0.5031446540880503, + "TN": 39678204, + "TP": 35520, + "n_pred": 54400, + "n_ref": 51716 + }, + "2": { + "Dice": 0.8832449691907247, + "FN": 21307, + "FP": 4216, + "IoU": 0.7909030582568018, + "TN": 39626737, + "TP": 96540, + "n_pred": 100756, + "n_ref": 117847 + }, + "3": { + "Dice": 0.9060407774889506, + "FN": 2871, + "FP": 24383, + "IoU": 0.8282217095891793, + "TN": 39590142, + "TP": 131404, + "n_pred": 155787, + "n_ref": 134275 + }, + "4": { + "Dice": 0.8827153821208518, + "FN": 3358, + "FP": 2067, + "IoU": 0.7900541795665634, + "TN": 39722960, + "TP": 20415, + "n_pred": 22482, + "n_ref": 23773 + }, + "5": { + "Dice": 0.8145247419010324, + "FN": 804, + "FP": 1801, + "IoU": 0.6870870870870871, + "TN": 39740475, + "TP": 5720, + "n_pred": 7521, + "n_ref": 6524 + }, + "6": { + "Dice": 0.9750031779030346, + "FN": 19053, + "FP": 27552, + "IoU": 0.9512255617615939, + "TN": 38793279, + "TP": 908916, + "n_pred": 936468, + "n_ref": 927969 + }, + "7": { + "Dice": 0.9191541517259493, + "FN": 102140, + "FP": 8675, + "IoU": 0.8504026297493773, + "TN": 39008045, + "TP": 629940, + "n_pred": 638615, + "n_ref": 732080 + }, + "8": { + "Dice": 0.959121464763712, + "FN": 2022, + "FP": 2028, + "IoU": 0.9214537837942671, + "TN": 39697238, + "TP": 47512, + "n_pred": 49540, + "n_ref": 49534 + }, + "9": { + "Dice": 0.9039527732261902, + "FN": 1357, + "FP": 7201, + "IoU": 0.8247388900266229, + "TN": 39699970, + "TP": 40272, + "n_pred": 47473, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9197641473313424, + "FN": 6872, + "FP": 8845, + "IoU": 0.8514475288513341, + "TN": 101290807, + "TP": 90084, + "n_pred": 98929, + "n_ref": 96956 + }, + "10": { + "Dice": 0.8138351849655372, + "FN": 20638, + "FP": 7614, + "IoU": 0.6861063274262541, + "TN": 101306603, + "TP": 61753, + "n_pred": 69367, + "n_ref": 82391 + }, + "11": { + "Dice": 0.6289719626168224, + "FN": 2837, + "FP": 339, + "IoU": 0.45875937286980234, + "TN": 101390740, + "TP": 2692, + "n_pred": 3031, + "n_ref": 5529 + }, + "12": { + "Dice": 0.6833758456249307, + "FN": 2144, + "FP": 711, + "IoU": 0.5190363881401617, + "TN": 101390672, + "TP": 3081, + "n_pred": 3792, + "n_ref": 5225 + }, + "13": { + "Dice": 0.8983323701807975, + "FN": 6419, + "FP": 3433, + "IoU": 0.8154295777286522, + "TN": 101343230, + "TP": 43526, + "n_pred": 46959, + "n_ref": 49945 + }, + "14": { + "Dice": 0.9768672982406155, + "FN": 4133, + "FP": 3986, + "IoU": 0.9547806423944706, + "TN": 101217061, + "TP": 171428, + "n_pred": 175414, + "n_ref": 175561 + }, + "15": { + "Dice": 0.9064998935078514, + "FN": 3465, + "FP": 1364, + "IoU": 0.8289893051915858, + "TN": 101368370, + "TP": 23409, + "n_pred": 24773, + "n_ref": 26874 + }, + "2": { + "Dice": 0.9679498476799516, + "FN": 8732, + "FP": 2725, + "IoU": 0.9378903200624512, + "TN": 101212144, + "TP": 173007, + "n_pred": 175732, + "n_ref": 181739 + }, + "3": { + "Dice": 0.9729715334082973, + "FN": 2773, + "FP": 6361, + "IoU": 0.9473656914663732, + "TN": 101223071, + "TP": 164403, + "n_pred": 170764, + "n_ref": 167176 + }, + "4": { + "Dice": 0.8871913135389642, + "FN": 913, + "FP": 1435, + "IoU": 0.7972541231327174, + "TN": 101385027, + "TP": 9233, + "n_pred": 10668, + "n_ref": 10146 + }, + "5": { + "Dice": 0.7256993247898581, + "FN": 12184, + "FP": 7722, + "IoU": 0.5694882996669406, + "TN": 101350370, + "TP": 26332, + "n_pred": 34054, + "n_ref": 38516 + }, + "6": { + "Dice": 0.9755513657440367, + "FN": 45688, + "FP": 43773, + "IoU": 0.9522696728006868, + "TN": 99522307, + "TP": 1784840, + "n_pred": 1828613, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.8910606456103716, + "FN": 76983, + "FP": 16920, + "IoU": 0.8035251360529273, + "TN": 100918669, + "TP": 384036, + "n_pred": 400956, + "n_ref": 461019 + }, + "8": { + "Dice": 0.9534189357664118, + "FN": 15589, + "FP": 7875, + "IoU": 0.9109843167902153, + "TN": 101133014, + "TP": 240130, + "n_pred": 248005, + "n_ref": 255719 + }, + "9": { + "Dice": 0.9207036254717961, + "FN": 6852, + "FP": 6888, + "IoU": 0.8530591292630498, + "TN": 101303101, + "TP": 79767, + "n_pred": 86655, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8322559039597119, + "FN": 20665, + "FP": 58477, + "IoU": 0.7127040134750537, + "TN": 73608032, + "TP": 196330, + "n_pred": 254807, + "n_ref": 216995 + }, + "10": { + "Dice": 0.3596112077238911, + "FN": 50923, + "FP": 37824, + "IoU": 0.2192231557647473, + "TN": 73769839, + "TP": 24918, + "n_pred": 62742, + "n_ref": 75841 + }, + "11": { + "Dice": 0.5415972648373806, + "FN": 3170, + "FP": 2059, + "IoU": 0.3713633084876172, + "TN": 73875186, + "TP": 3089, + "n_pred": 5148, + "n_ref": 6259 + }, + "12": { + "Dice": 0.3117769207950163, + "FN": 4490, + "FP": 150, + "IoU": 0.1846775610613249, + "TN": 73877813, + "TP": 1051, + "n_pred": 1201, + "n_ref": 5541 + }, + "13": { + "Dice": 0.015614271545914604, + "FN": 60625, + "FP": 16793, + "IoU": 0.007868566741849497, + "TN": 73805472, + "TP": 614, + "n_pred": 17407, + "n_ref": 61239 + }, + "14": { + "Dice": 0.6929293476787989, + "FN": 37221, + "FP": 19432, + "IoU": 0.5301391676480833, + "TN": 73762930, + "TP": 63921, + "n_pred": 83353, + "n_ref": 101142 + }, + "15": { + "Dice": 0.6936696607780893, + "FN": 100351, + "FP": 7246, + "IoU": 0.5310063158995907, + "TN": 73654083, + "TP": 121824, + "n_pred": 129070, + "n_ref": 222175 + }, + "2": { + "Dice": 0.6199056851654658, + "FN": 101398, + "FP": 8542, + "IoU": 0.44917631969217203, + "TN": 73683912, + "TP": 89652, + "n_pred": 98194, + "n_ref": 191050 + }, + "3": { + "Dice": 0.6989293195748313, + "FN": 25378, + "FP": 114320, + "IoU": 0.5371955037419124, + "TN": 73581653, + "TP": 162153, + "n_pred": 276473, + "n_ref": 187531 + }, + "4": { + "Dice": 0.0, + "FN": 47888, + "FP": 12425, + "IoU": 0.0, + "TN": 73823191, + "TP": 0, + "n_pred": 12425, + "n_ref": 47888 + }, + "5": { + "Dice": 0.39883238592717773, + "FN": 11234, + "FP": 505, + "IoU": 0.24908846670504703, + "TN": 73867871, + "TP": 3894, + "n_pred": 4399, + "n_ref": 15128 + }, + "6": { + "Dice": 0.8113508955231796, + "FN": 171535, + "FP": 539857, + "IoU": 0.6825823470251912, + "TN": 71642318, + "TP": 1529794, + "n_pred": 2069651, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.43807348547639874, + "FN": 67685, + "FP": 201466, + "IoU": 0.28046997179634553, + "TN": 73509439, + "TP": 104914, + "n_pred": 306380, + "n_ref": 172599 + }, + "8": { + "Dice": 0.8044765401655669, + "FN": 20071, + "FP": 8791, + "IoU": 0.6729073641741653, + "TN": 73795266, + "TP": 59376, + "n_pred": 68167, + "n_ref": 79447 + }, + "9": { + "Dice": 0.800349114045643, + "FN": 12694, + "FP": 25965, + "IoU": 0.6671516883921961, + "TN": 73767358, + "TP": 77487, + "n_pred": 103452, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9650149564312654, + "FN": 5552, + "FP": 7629, + "IoU": 0.932395074139231, + "TN": 69300805, + "TP": 181790, + "n_pred": 189419, + "n_ref": 187342 + }, + "10": { + "Dice": 0.7484312059847094, + "FN": 12848, + "FP": 23874, + "IoU": 0.5979944606828905, + "TN": 69404429, + "TP": 54625, + "n_pred": 78499, + "n_ref": 67473 + }, + "11": { + "Dice": 0.7802780564712627, + "FN": 739, + "FP": 794, + "IoU": 0.6397179788484136, + "TN": 69491521, + "TP": 2722, + "n_pred": 3516, + "n_ref": 3461 + }, + "12": { + "Dice": 0.5372445616348055, + "FN": 1522, + "FP": 1286, + "IoU": 0.3672825597115818, + "TN": 69491338, + "TP": 1630, + "n_pred": 2916, + "n_ref": 3152 + }, + "13": { + "Dice": 0.7235679384551409, + "FN": 25618, + "FP": 14267, + "IoU": 0.5668675680078189, + "TN": 69403691, + "TP": 52200, + "n_pred": 66467, + "n_ref": 77818 + }, + "14": { + "Dice": 0.95024428558116, + "FN": 8276, + "FP": 6674, + "IoU": 0.9052051563322322, + "TN": 69338067, + "TP": 142759, + "n_pred": 149433, + "n_ref": 151035 + }, + "15": { + "Dice": 0.896691806551758, + "FN": 16299, + "FP": 1604, + "IoU": 0.8127301255230126, + "TN": 69400176, + "TP": 77697, + "n_pred": 79301, + "n_ref": 93996 + }, + "2": { + "Dice": 0.9615257114063702, + "FN": 5125, + "FP": 6481, + "IoU": 0.9259022798807388, + "TN": 69339145, + "TP": 145025, + "n_pred": 151506, + "n_ref": 150150 + }, + "3": { + "Dice": 0.9624253809595543, + "FN": 9653, + "FP": 3068, + "IoU": 0.9275722085893063, + "TN": 69320139, + "TP": 162916, + "n_pred": 165984, + "n_ref": 172569 + }, + "4": { + "Dice": 0.5926955939018261, + "FN": 19430, + "FP": 4882, + "IoU": 0.42115663912763984, + "TN": 69453775, + "TP": 17689, + "n_pred": 22571, + "n_ref": 37119 + }, + "5": { + "Dice": 0.857625686523025, + "FN": 2853, + "FP": 2539, + "IoU": 0.7507396449704142, + "TN": 69474144, + "TP": 16240, + "n_pred": 18779, + "n_ref": 19093 + }, + "6": { + "Dice": 0.973214328826862, + "FN": 38812, + "FP": 38850, + "IoU": 0.9478261687416528, + "TN": 68007252, + "TP": 1410862, + "n_pred": 1449712, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.9396694786336607, + "FN": 14022, + "FP": 24368, + "IoU": 0.8862043105415892, + "TN": 69158417, + "TP": 298969, + "n_pred": 323337, + "n_ref": 312991 + }, + "8": { + "Dice": 0.8500343892637287, + "FN": 13913, + "FP": 12470, + "IoU": 0.7391824427858238, + "TN": 69394621, + "TP": 74772, + "n_pred": 87242, + "n_ref": 88685 + }, + "9": { + "Dice": 0.8614352888784104, + "FN": 14601, + "FP": 6557, + "IoU": 0.7565975657455767, + "TN": 69408850, + "TP": 65768, + "n_pred": 72325, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9128722056451334, + "FN": 4624, + "FP": 33131, + "IoU": 0.839710115393433, + "TN": 50598010, + "TP": 197787, + "n_pred": 230918, + "n_ref": 202411 + }, + "10": { + "Dice": 0.8748095938863502, + "FN": 8072, + "FP": 11324, + "IoU": 0.7774769400211097, + "TN": 50746388, + "TP": 67768, + "n_pred": 79092, + "n_ref": 75840 + }, + "11": { + "Dice": 0.8300947486751244, + "FN": 1560, + "FP": 556, + "IoU": 0.7095401509951956, + "TN": 50826267, + "TP": 5169, + "n_pred": 5725, + "n_ref": 6729 + }, + "12": { + "Dice": 0.2606303151575788, + "FN": 5257, + "FP": 655, + "IoU": 0.14984181765890134, + "TN": 50826598, + "TP": 1042, + "n_pred": 1697, + "n_ref": 6299 + }, + "13": { + "Dice": 0.7298192280549373, + "FN": 7931, + "FP": 21931, + "IoU": 0.5745790238481921, + "TN": 50763358, + "TP": 40332, + "n_pred": 62263, + "n_ref": 48263 + }, + "14": { + "Dice": 0.6333118796788727, + "FN": 22693, + "FP": 9782, + "IoU": 0.46339166212263916, + "TN": 50773033, + "TP": 28044, + "n_pred": 37826, + "n_ref": 50737 + }, + "15": { + "Dice": 0.5091884889423521, + "FN": 20999, + "FP": 5522, + "IoU": 0.3415512190277571, + "TN": 50793274, + "TP": 13757, + "n_pred": 19279, + "n_ref": 34756 + }, + "2": { + "Dice": 0.9177135615713901, + "FN": 28129, + "FP": 4857, + "IoU": 0.847939629460602, + "TN": 50616625, + "TP": 183941, + "n_pred": 188798, + "n_ref": 212070 + }, + "3": { + "Dice": 0.9184704721844814, + "FN": 5741, + "FP": 29303, + "IoU": 0.8492329137232294, + "TN": 50601114, + "TP": 197394, + "n_pred": 226697, + "n_ref": 203135 + }, + "4": { + "Dice": 0.9221036203004376, + "FN": 1422, + "FP": 1373, + "IoU": 0.855465922018823, + "TN": 50814214, + "TP": 16543, + "n_pred": 17916, + "n_ref": 17965 + }, + "5": { + "Dice": 0.8552037914691943, + "FN": 1566, + "FP": 2253, + "IoU": 0.7470358349340929, + "TN": 50818455, + "TP": 11278, + "n_pred": 13531, + "n_ref": 12844 + }, + "6": { + "Dice": 0.9819971740951303, + "FN": 33887, + "FP": 45402, + "IoU": 0.9646310885456186, + "TN": 48591781, + "TP": 2162482, + "n_pred": 2207884, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.7839403043492442, + "FN": 12048, + "FP": 107188, + "IoU": 0.644656102947093, + "TN": 50498001, + "TP": 216315, + "n_pred": 323503, + "n_ref": 228363 + }, + "8": { + "Dice": 0.9597321079680072, + "FN": 5909, + "FP": 2232, + "IoU": 0.9225816881585454, + "TN": 50728396, + "TP": 97015, + "n_pred": 99247, + "n_ref": 102924 + }, + "9": { + "Dice": 0.8906893896062368, + "FN": 16235, + "FP": 8036, + "IoU": 0.8029215453822044, + "TN": 50710398, + "TP": 98883, + "n_pred": 106919, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.971552389942504, + "FN": 8166, + "FP": 3768, + "IoU": 0.9446785431181943, + "TN": 76669139, + "TP": 203787, + "n_pred": 207555, + "n_ref": 211953 + }, + "10": { + "Dice": 0.7323112477560201, + "FN": 11724, + "FP": 27195, + "IoU": 0.5776743277557133, + "TN": 76792706, + "TP": 53235, + "n_pred": 80430, + "n_ref": 64959 + }, + "11": { + "Dice": 0.6641673243883188, + "FN": 1191, + "FP": 511, + "IoU": 0.49719350073855245, + "TN": 76881475, + "TP": 1683, + "n_pred": 2194, + "n_ref": 2874 + }, + "12": { + "Dice": 0.7298620382732532, + "FN": 969, + "FP": 245, + "IoU": 0.5746320953048353, + "TN": 76882006, + "TP": 1640, + "n_pred": 1885, + "n_ref": 2609 + }, + "13": { + "Dice": 0.5218447980193747, + "FN": 19808, + "FP": 22295, + "IoU": 0.35303789298995053, + "TN": 76819782, + "TP": 22975, + "n_pred": 45270, + "n_ref": 42783 + }, + "14": { + "Dice": 0.880250727153841, + "FN": 3429, + "FP": 17815, + "IoU": 0.786114131529137, + "TN": 76785536, + "TP": 78080, + "n_pred": 95895, + "n_ref": 81509 + }, + "15": { + "Dice": 0.721249202574958, + "FN": 15142, + "FP": 4084, + "IoU": 0.5640263951563528, + "TN": 76840761, + "TP": 24873, + "n_pred": 28957, + "n_ref": 40015 + }, + "2": { + "Dice": 0.9414408696183666, + "FN": 3779, + "FP": 8676, + "IoU": 0.8893606815133291, + "TN": 76772287, + "TP": 100118, + "n_pred": 108794, + "n_ref": 103897 + }, + "3": { + "Dice": 0.9047041263421446, + "FN": 3461, + "FP": 16331, + "IoU": 0.8259906278298942, + "TN": 76771119, + "TP": 93949, + "n_pred": 110280, + "n_ref": 97410 + }, + "4": { + "Dice": 0.9352668680765357, + "FN": 1664, + "FP": 1550, + "IoU": 0.8784049636803875, + "TN": 76858428, + "TP": 23218, + "n_pred": 24768, + "n_ref": 24882 + }, + "5": { + "Dice": 0.8409653903319414, + "FN": 3873, + "FP": 621, + "IoU": 0.7255740107474352, + "TN": 76868484, + "TP": 11882, + "n_pred": 12503, + "n_ref": 15755 + }, + "6": { + "Dice": 0.9700055004390702, + "FN": 25326, + "FP": 43056, + "IoU": 0.9417579422536411, + "TN": 75710760, + "TP": 1105718, + "n_pred": 1148774, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.8713380443288596, + "FN": 13066, + "FP": 30668, + "IoU": 0.7720097589457002, + "TN": 76693036, + "TP": 148090, + "n_pred": 178758, + "n_ref": 161156 + }, + "8": { + "Dice": 0.9542712410775961, + "FN": 4779, + "FP": 2172, + "IoU": 0.912541835476484, + "TN": 76805382, + "TP": 72527, + "n_pred": 74699, + "n_ref": 77306 + }, + "9": { + "Dice": 0.9205732578407136, + "FN": 10960, + "FP": 2984, + "IoU": 0.8528353262762398, + "TN": 76790109, + "TP": 80807, + "n_pred": 83791, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8881490548509412, + "FN": 13196, + "FP": 14857, + "IoU": 0.7988022663702217, + "TN": 130860502, + "TP": 111377, + "n_pred": 126234, + "n_ref": 124573 + }, + "10": { + "Dice": 0.7545626845999173, + "FN": 18348, + "FP": 7163, + "IoU": 0.6058616321107437, + "TN": 130935206, + "TP": 39215, + "n_pred": 46378, + "n_ref": 57563 + }, + "11": { + "Dice": 0.7082381107846338, + "FN": 2314, + "FP": 367, + "IoU": 0.5482729570345408, + "TN": 130993997, + "TP": 3254, + "n_pred": 3621, + "n_ref": 5568 + }, + "12": { + "Dice": 0.7056743559521805, + "FN": 3111, + "FP": 385, + "IoU": 0.5452061922726681, + "TN": 130992245, + "TP": 4191, + "n_pred": 4576, + "n_ref": 7302 + }, + "13": { + "Dice": 0.46954534436787976, + "FN": 51297, + "FP": 9979, + "IoU": 0.3068012127245577, + "TN": 130911536, + "TP": 27120, + "n_pred": 37099, + "n_ref": 78417 + }, + "14": { + "Dice": 0.012581574954454531, + "FN": 940134, + "FP": 229, + "IoU": 0.006330612011995512, + "TN": 130053578, + "TP": 5991, + "n_pred": 6220, + "n_ref": 946125 + }, + "15": { + "Dice": 0.1579398515438347, + "FN": 20980, + "FP": 25191, + "IoU": 0.08574087641828874, + "TN": 130949431, + "TP": 4330, + "n_pred": 29521, + "n_ref": 25310 + }, + "2": { + "Dice": 0.9066078278676704, + "FN": 30257, + "FP": 8599, + "IoU": 0.8291698541243504, + "TN": 130772478, + "TP": 188598, + "n_pred": 197197, + "n_ref": 218855 + }, + "3": { + "Dice": 0.9357606294864715, + "FN": 11895, + "FP": 25333, + "IoU": 0.8792764629962319, + "TN": 130691558, + "TP": 271146, + "n_pred": 296479, + "n_ref": 283041 + }, + "4": { + "Dice": 0.0, + "FN": 2280, + "FP": 2609, + "IoU": 0.0, + "TN": 130995043, + "TP": 0, + "n_pred": 2609, + "n_ref": 2280 + }, + "5": { + "Dice": 0.5839732792828799, + "FN": 13491, + "FP": 1082, + "IoU": 0.4124027256965445, + "TN": 130975131, + "TP": 10228, + "n_pred": 11310, + "n_ref": 23719 + }, + "6": { + "Dice": 0.9265789695752804, + "FN": 34597, + "FP": 193359, + "IoU": 0.8632018036843024, + "TN": 129333565, + "TP": 1438411, + "n_pred": 1631770, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.5472231980020307, + "FN": 90348, + "FP": 97836, + "IoU": 0.37667396481651394, + "TN": 130698029, + "TP": 113719, + "n_pred": 211555, + "n_ref": 204067 + }, + "8": { + "Dice": 0.951211116105961, + "FN": 8586, + "FP": 3461, + "IoU": 0.9069614778659911, + "TN": 130870448, + "TP": 117437, + "n_pred": 120898, + "n_ref": 126023 + }, + "9": { + "Dice": 0.7962291515591008, + "FN": 8907, + "FP": 15821, + "IoU": 0.6614457831325301, + "TN": 130926892, + "TP": 48312, + "n_pred": 64133, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9562900517459991, + "FN": 1606, + "FP": 3496, + "IoU": 0.9162411964605257, + "TN": 74365785, + "TP": 55811, + "n_pred": 59307, + "n_ref": 57417 + }, + "10": { + "Dice": 0.7096481736027842, + "FN": 30245, + "FP": 9467, + "IoU": 0.549964869336597, + "TN": 74338456, + "TP": 48530, + "n_pred": 57997, + "n_ref": 78775 + }, + "11": { + "Dice": 0.6045905059989567, + "FN": 1229, + "FP": 287, + "IoU": 0.43327102803738315, + "TN": 74424023, + "TP": 1159, + "n_pred": 1446, + "n_ref": 2388 + }, + "12": { + "Dice": 0.6512562814070352, + "FN": 1161, + "FP": 227, + "IoU": 0.4828614008941878, + "TN": 74424014, + "TP": 1296, + "n_pred": 1523, + "n_ref": 2457 + }, + "13": { + "Dice": 0.4963467423970884, + "FN": 67323, + "FP": 5745, + "IoU": 0.33009388293970954, + "TN": 74317626, + "TP": 36004, + "n_pred": 41749, + "n_ref": 103327 + }, + "14": { + "Dice": 0.927958474611746, + "FN": 15719, + "FP": 8375, + "IoU": 0.8655993752440453, + "TN": 74247428, + "TP": 155176, + "n_pred": 163551, + "n_ref": 170895 + }, + "15": { + "Dice": 0.7294319091938468, + "FN": 9012, + "FP": 785, + "IoU": 0.5740990305612311, + "TN": 74403695, + "TP": 13206, + "n_pred": 13991, + "n_ref": 22218 + }, + "2": { + "Dice": 0.9041433109895045, + "FN": 10037, + "FP": 13015, + "IoU": 0.825056159310303, + "TN": 74294930, + "TP": 108716, + "n_pred": 121731, + "n_ref": 118753 + }, + "3": { + "Dice": 0.9245638796364253, + "FN": 8367, + "FP": 11676, + "IoU": 0.8597106440165466, + "TN": 74283829, + "TP": 122826, + "n_pred": 134502, + "n_ref": 131193 + }, + "4": { + "Dice": 0.6617246404359121, + "FN": 14794, + "FP": 1223, + "IoU": 0.49446075182274407, + "TN": 74395015, + "TP": 15666, + "n_pred": 16889, + "n_ref": 30460 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 74426698, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9686207306068856, + "FN": 14870, + "FP": 41674, + "IoU": 0.9391508626858893, + "TN": 73497449, + "TP": 872705, + "n_pred": 914379, + "n_ref": 887575 + }, + "7": { + "Dice": 0.8362513143197802, + "FN": 22863, + "FP": 27128, + "IoU": 0.7185841106501314, + "TN": 74249057, + "TP": 127650, + "n_pred": 154778, + "n_ref": 150513 + }, + "8": { + "Dice": 0.9194141227943544, + "FN": 1834, + "FP": 5423, + "IoU": 0.8508478059808858, + "TN": 74378043, + "TP": 41398, + "n_pred": 46821, + "n_ref": 43232 + }, + "9": { + "Dice": 0.870942913986146, + "FN": 3785, + "FP": 5102, + "IoU": 0.7713896177393631, + "TN": 74387824, + "TP": 29987, + "n_pred": 35089, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.976287892877069, + "FN": 3914, + "FP": 2716, + "IoU": 0.9536742665092197, + "TN": 106503571, + "TP": 136487, + "n_pred": 139203, + "n_ref": 140401 + }, + "10": { + "Dice": 0.8421809754050869, + "FN": 15039, + "FP": 16557, + "IoU": 0.7273856773080242, + "TN": 106530788, + "TP": 84304, + "n_pred": 100861, + "n_ref": 99343 + }, + "11": { + "Dice": 0.566386098289438, + "FN": 2565, + "FP": 629, + "IoU": 0.3950757575757576, + "TN": 106641408, + "TP": 2086, + "n_pred": 2715, + "n_ref": 4651 + }, + "12": { + "Dice": 0.7740958151865177, + "FN": 1382, + "FP": 1004, + "IoU": 0.6314488724127278, + "TN": 106640214, + "TP": 4088, + "n_pred": 5092, + "n_ref": 5470 + }, + "13": { + "Dice": 0.705620351468258, + "FN": 16229, + "FP": 4392, + "IoU": 0.545141722730782, + "TN": 106601353, + "TP": 24714, + "n_pred": 29106, + "n_ref": 40943 + }, + "14": { + "Dice": 0.9419568822553898, + "FN": 1243, + "FP": 7262, + "IoU": 0.890282131661442, + "TN": 106569171, + "TP": 69012, + "n_pred": 76274, + "n_ref": 70255 + }, + "15": { + "Dice": 0.8469118084603672, + "FN": 2366, + "FP": 6381, + "IoU": 0.7344727096108311, + "TN": 106613746, + "TP": 24195, + "n_pred": 30576, + "n_ref": 26561 + }, + "2": { + "Dice": 0.8511979070225844, + "FN": 44168, + "FP": 5656, + "IoU": 0.7409439034155015, + "TN": 106454359, + "TP": 142505, + "n_pred": 148161, + "n_ref": 186673 + }, + "3": { + "Dice": 0.8361084954410786, + "FN": 4872, + "FP": 52216, + "IoU": 0.7183732265130138, + "TN": 106443980, + "TP": 145620, + "n_pred": 197836, + "n_ref": 150492 + }, + "4": { + "Dice": 0.8940595975232198, + "FN": 842, + "FP": 1348, + "IoU": 0.808415711661272, + "TN": 106635257, + "TP": 9241, + "n_pred": 10589, + "n_ref": 10083 + }, + "5": { + "Dice": 0.7777777777777778, + "FN": 1257, + "FP": 563, + "IoU": 0.6363636363636364, + "TN": 106641683, + "TP": 3185, + "n_pred": 3748, + "n_ref": 4442 + }, + "6": { + "Dice": 0.97454260209628, + "FN": 26504, + "FP": 38598, + "IoU": 0.9503491847525581, + "TN": 105335491, + "TP": 1246095, + "n_pred": 1284693, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.9208918057275269, + "FN": 35999, + "FP": 15688, + "IoU": 0.8533822749334097, + "TN": 106294159, + "TP": 300842, + "n_pred": 316530, + "n_ref": 336841 + }, + "8": { + "Dice": 0.952183161344103, + "FN": 4780, + "FP": 1874, + "IoU": 0.9087305397435018, + "TN": 106573783, + "TP": 66251, + "n_pred": 68125, + "n_ref": 71031 + }, + "9": { + "Dice": 0.8739420315524461, + "FN": 16005, + "FP": 3923, + "IoU": 0.7761074971631444, + "TN": 106557681, + "TP": 69079, + "n_pred": 73002, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9618618618618618, + "FN": 7406, + "FP": 4278, + "IoU": 0.926525889499566, + "TN": 107967906, + "TP": 147338, + "n_pred": 151616, + "n_ref": 154744 + }, + "10": { + "Dice": 0.8623408745376568, + "FN": 5136, + "FP": 19130, + "IoU": 0.7579958312971846, + "TN": 108026657, + "TP": 76005, + "n_pred": 95135, + "n_ref": 81141 + }, + "11": { + "Dice": 0.6676811869887769, + "FN": 1282, + "FP": 465, + "IoU": 0.5011422044545973, + "TN": 108123426, + "TP": 1755, + "n_pred": 2220, + "n_ref": 3037 + }, + "12": { + "Dice": 0.7496443812233285, + "FN": 812, + "FP": 1300, + "IoU": 0.5995449374288965, + "TN": 108121654, + "TP": 3162, + "n_pred": 4462, + "n_ref": 3974 + }, + "13": { + "Dice": 0.793960023174971, + "FN": 22607, + "FP": 5843, + "IoU": 0.6583198222542485, + "TN": 108043663, + "TP": 54815, + "n_pred": 60658, + "n_ref": 77422 + }, + "14": { + "Dice": 0.8026951491648071, + "FN": 2843, + "FP": 15371, + "IoU": 0.6704183555298205, + "TN": 108071664, + "TP": 37050, + "n_pred": 52421, + "n_ref": 39893 + }, + "15": { + "Dice": 0.7707879362071688, + "FN": 2824, + "FP": 11692, + "IoU": 0.6270585514991136, + "TN": 108088005, + "TP": 24407, + "n_pred": 36099, + "n_ref": 27231 + }, + "2": { + "Dice": 0.9581315788774705, + "FN": 10035, + "FP": 5728, + "IoU": 0.9196281981991169, + "TN": 107930802, + "TP": 180363, + "n_pred": 186091, + "n_ref": 190398 + }, + "3": { + "Dice": 0.9613846173381926, + "FN": 10961, + "FP": 4244, + "IoU": 0.9256406494522692, + "TN": 107922448, + "TP": 189275, + "n_pred": 193519, + "n_ref": 200236 + }, + "4": { + "Dice": 0.9371216226678021, + "FN": 3047, + "FP": 1014, + "IoU": 0.8816828365818838, + "TN": 108092605, + "TP": 30262, + "n_pred": 31276, + "n_ref": 33309 + }, + "5": { + "Dice": 0.8057618057618058, + "FN": 1164, + "FP": 144, + "IoU": 0.6747077841333001, + "TN": 108122907, + "TP": 2713, + "n_pred": 2857, + "n_ref": 3877 + }, + "6": { + "Dice": 0.971202374523758, + "FN": 50472, + "FP": 34267, + "IoU": 0.944016928571523, + "TN": 106613274, + "TP": 1428915, + "n_pred": 1463182, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.9356399880295906, + "FN": 10953, + "FP": 22812, + "IoU": 0.8790634536311408, + "TN": 107847732, + "TP": 245431, + "n_pred": 268243, + "n_ref": 256384 + }, + "8": { + "Dice": 0.9491774588729437, + "FN": 2494, + "FP": 1862, + "IoU": 0.9032709346479249, + "TN": 108081895, + "TP": 40677, + "n_pred": 42539, + "n_ref": 43171 + }, + "9": { + "Dice": 0.9132543963233651, + "FN": 4508, + "FP": 6364, + "IoU": 0.840357111391736, + "TN": 108058826, + "TP": 57230, + "n_pred": 63594, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7926702692320479, + "FN": 17192, + "FP": 38939, + "IoU": 0.6565482891967301, + "TN": 62406728, + "TP": 107301, + "n_pred": 146240, + "n_ref": 124493 + }, + "10": { + "Dice": 0.8335882130465525, + "FN": 8453, + "FP": 11787, + "IoU": 0.7146603132533518, + "TN": 62499227, + "TP": 50693, + "n_pred": 62480, + "n_ref": 59146 + }, + "11": { + "Dice": 0.670045045045045, + "FN": 862, + "FP": 310, + "IoU": 0.5038103302286198, + "TN": 62567798, + "TP": 1190, + "n_pred": 1500, + "n_ref": 2052 + }, + "12": { + "Dice": 0.650106636557521, + "FN": 1676, + "FP": 1113, + "IoU": 0.4815985130111524, + "TN": 62564780, + "TP": 2591, + "n_pred": 3704, + "n_ref": 4267 + }, + "13": { + "Dice": 0.7960149674799627, + "FN": 7991, + "FP": 9290, + "IoU": 0.6611502186317378, + "TN": 62519161, + "TP": 33718, + "n_pred": 43008, + "n_ref": 41709 + }, + "14": { + "Dice": 0.9088962539593202, + "FN": 57301, + "FP": 2266, + "IoU": 0.833006262930962, + "TN": 62213458, + "TP": 297135, + "n_pred": 299401, + "n_ref": 354436 + }, + "15": { + "Dice": 0.5698495587012937, + "FN": 46434, + "FP": 21359, + "IoU": 0.3984542760297432, + "TN": 62457462, + "TP": 44905, + "n_pred": 66264, + "n_ref": 91339 + }, + "2": { + "Dice": 0.8929491241177342, + "FN": 25380, + "FP": 8579, + "IoU": 0.8066017050987807, + "TN": 62394569, + "TP": 141632, + "n_pred": 150211, + "n_ref": 167012 + }, + "3": { + "Dice": 0.9217636444567824, + "FN": 7583, + "FP": 25109, + "IoU": 0.8548808799833094, + "TN": 62344883, + "TP": 192585, + "n_pred": 217694, + "n_ref": 200168 + }, + "4": { + "Dice": 0.912683263615319, + "FN": 1007, + "FP": 3293, + "IoU": 0.8393904306577522, + "TN": 62543387, + "TP": 22473, + "n_pred": 25766, + "n_ref": 23480 + }, + "5": { + "Dice": 0.38027204227419514, + "FN": 6232, + "FP": 101, + "IoU": 0.2347752537457709, + "TN": 62561884, + "TP": 1943, + "n_pred": 2044, + "n_ref": 8175 + }, + "6": { + "Dice": 0.9721983599081945, + "FN": 44026, + "FP": 36818, + "IoU": 0.9459007672155062, + "TN": 61075795, + "TP": 1413521, + "n_pred": 1450339, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.8666725679383908, + "FN": 16058, + "FP": 36659, + "IoU": 0.764715071232192, + "TN": 62346104, + "TP": 171339, + "n_pred": 207998, + "n_ref": 187397 + }, + "8": { + "Dice": 0.9319642348494849, + "FN": 3051, + "FP": 6742, + "IoU": 0.872596466578201, + "TN": 62493294, + "TP": 67073, + "n_pred": 73815, + "n_ref": 70124 + }, + "9": { + "Dice": 0.8345776948203453, + "FN": 3095, + "FP": 15339, + "IoU": 0.7161161161161161, + "TN": 62505225, + "TP": 46501, + "n_pred": 61840, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9145932914767041, + "FN": 28042, + "FP": 19147, + "IoU": 0.8426272698470928, + "TN": 55081393, + "TP": 252666, + "n_pred": 271813, + "n_ref": 280708 + }, + "10": { + "Dice": 0.8656348704990524, + "FN": 8054, + "FP": 13216, + "IoU": 0.7631007406582391, + "TN": 55291463, + "TP": 68515, + "n_pred": 81731, + "n_ref": 76569 + }, + "11": { + "Dice": 0.6759394826744753, + "FN": 1557, + "FP": 1099, + "IoU": 0.5105049760412828, + "TN": 55375822, + "TP": 2770, + "n_pred": 3869, + "n_ref": 4327 + }, + "12": { + "Dice": 0.6510526315789473, + "FN": 2254, + "FP": 398, + "IoU": 0.4826375341396801, + "TN": 55376122, + "TP": 2474, + "n_pred": 2872, + "n_ref": 4728 + }, + "13": { + "Dice": 0.7987730508073472, + "FN": 10992, + "FP": 11116, + "IoU": 0.6649643111521967, + "TN": 55315261, + "TP": 43879, + "n_pred": 54995, + "n_ref": 54871 + }, + "14": { + "Dice": 0.9437642838091552, + "FN": 4956, + "FP": 5797, + "IoU": 0.8935167305388035, + "TN": 55280265, + "TP": 90230, + "n_pred": 96027, + "n_ref": 95186 + }, + "15": { + "Dice": 0.8424909227323261, + "FN": 10940, + "FP": 17821, + "IoU": 0.7278482210446632, + "TN": 55275568, + "TP": 76919, + "n_pred": 94740, + "n_ref": 87859 + }, + "2": { + "Dice": 0.9522001168475754, + "FN": 9569, + "FP": 9085, + "IoU": 0.9087614268315946, + "TN": 55176795, + "TP": 185799, + "n_pred": 194884, + "n_ref": 195368 + }, + "3": { + "Dice": 0.9536586109501939, + "FN": 11859, + "FP": 4860, + "IoU": 0.9114220472691246, + "TN": 55192499, + "TP": 172030, + "n_pred": 176890, + "n_ref": 183889 + }, + "4": { + "Dice": 0.8764929237141871, + "FN": 1061, + "FP": 728, + "IoU": 0.7801401007742411, + "TN": 55373111, + "TP": 6348, + "n_pred": 7076, + "n_ref": 7409 + }, + "5": { + "Dice": 0.5237726098191214, + "FN": 3613, + "FP": 73, + "IoU": 0.35480483108699457, + "TN": 55375535, + "TP": 2027, + "n_pred": 2100, + "n_ref": 5640 + }, + "6": { + "Dice": 0.9669908140248373, + "FN": 51315, + "FP": 47508, + "IoU": 0.9360912053381172, + "TN": 53834935, + "TP": 1447490, + "n_pred": 1494998, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.9195453164228333, + "FN": 19408, + "FP": 7863, + "IoU": 0.8510725441796457, + "TN": 55198132, + "TP": 155845, + "n_pred": 163708, + "n_ref": 175253 + }, + "8": { + "Dice": 0.938847981617839, + "FN": 2107, + "FP": 3748, + "IoU": 0.884744094488189, + "TN": 55330448, + "TP": 44945, + "n_pred": 48693, + "n_ref": 47052 + }, + "9": { + "Dice": 0.8951851605105119, + "FN": 3887, + "FP": 7126, + "IoU": 0.8102580889700561, + "TN": 55323206, + "TP": 47029, + "n_pred": 54155, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9740087989673069, + "FN": 11446, + "FP": 3353, + "IoU": 0.9493344562672035, + "TN": 110854523, + "TP": 277293, + "n_pred": 280646, + "n_ref": 288739 + }, + "10": { + "Dice": 0.8546700709085416, + "FN": 10136, + "FP": 14397, + "IoU": 0.7462217210952612, + "TN": 111049944, + "TP": 72138, + "n_pred": 86535, + "n_ref": 82274 + }, + "11": { + "Dice": 0.7623115577889448, + "FN": 600, + "FP": 1292, + "IoU": 0.6159155501421031, + "TN": 111141689, + "TP": 3034, + "n_pred": 4326, + "n_ref": 3634 + }, + "12": { + "Dice": 0.7495374264087469, + "FN": 876, + "FP": 613, + "IoU": 0.5994081248318537, + "TN": 111142898, + "TP": 2228, + "n_pred": 2841, + "n_ref": 3104 + }, + "13": { + "Dice": 0.7713738571781567, + "FN": 12646, + "FP": 16962, + "IoU": 0.6278344813716125, + "TN": 111067059, + "TP": 49948, + "n_pred": 66910, + "n_ref": 62594 + }, + "14": { + "Dice": 0.8728545119705341, + "FN": 5569, + "FP": 4787, + "IoU": 0.7743938304685968, + "TN": 111100712, + "TP": 35547, + "n_pred": 40334, + "n_ref": 41116 + }, + "15": { + "Dice": 0.7978997953190353, + "FN": 2949, + "FP": 8406, + "IoU": 0.663754811963281, + "TN": 111112845, + "TP": 22415, + "n_pred": 30821, + "n_ref": 25364 + }, + "2": { + "Dice": 0.9524622756111786, + "FN": 8092, + "FP": 6661, + "IoU": 0.9092391170608066, + "TN": 110984067, + "TP": 147795, + "n_pred": 154456, + "n_ref": 155887 + }, + "3": { + "Dice": 0.9546460828794855, + "FN": 17739, + "FP": 3813, + "IoU": 0.9132276325219226, + "TN": 110898241, + "TP": 226822, + "n_pred": 230635, + "n_ref": 244561 + }, + "4": { + "Dice": 0.9200232275774692, + "FN": 1410, + "FP": 1620, + "IoU": 0.8518916805161795, + "TN": 111126157, + "TP": 17428, + "n_pred": 19048, + "n_ref": 18838 + }, + "5": { + "Dice": 0.8283921229171175, + "FN": 939, + "FP": 647, + "IoU": 0.7070557813077207, + "TN": 111141201, + "TP": 3828, + "n_pred": 4475, + "n_ref": 4767 + }, + "6": { + "Dice": 0.9789225099447304, + "FN": 18027, + "FP": 50278, + "IoU": 0.9587151998539725, + "TN": 109492132, + "TP": 1586178, + "n_pred": 1636456, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.43625310299407266, + "FN": 271060, + "FP": 7135, + "IoU": 0.27897935646066324, + "TN": 110760780, + "TP": 107640, + "n_pred": 114775, + "n_ref": 378700 + }, + "8": { + "Dice": 0.9315256692874049, + "FN": 5965, + "FP": 5000, + "IoU": 0.8718278413540778, + "TN": 111061066, + "TP": 74584, + "n_pred": 79584, + "n_ref": 80549 + }, + "9": { + "Dice": 0.9018703376698259, + "FN": 5802, + "FP": 5090, + "IoU": 0.8212785508007351, + "TN": 111085671, + "TP": 50052, + "n_pred": 55142, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9711145996860283, + "FN": 7332, + "FP": 4260, + "IoU": 0.9438510833079036, + "TN": 96914574, + "TP": 194859, + "n_pred": 199119, + "n_ref": 202191 + }, + "10": { + "Dice": 0.8647348392736259, + "FN": 8615, + "FP": 11966, + "IoU": 0.7617029652529322, + "TN": 97034658, + "TP": 65786, + "n_pred": 77752, + "n_ref": 74401 + }, + "11": { + "Dice": 0.7229122055674518, + "FN": 1380, + "FP": 561, + "IoU": 0.5660630449362843, + "TN": 97116552, + "TP": 2532, + "n_pred": 3093, + "n_ref": 3912 + }, + "12": { + "Dice": 0.6453089244851259, + "FN": 2463, + "FP": 637, + "IoU": 0.47635135135135137, + "TN": 97115105, + "TP": 2820, + "n_pred": 3457, + "n_ref": 5283 + }, + "13": { + "Dice": 0.8378066754228537, + "FN": 9590, + "FP": 6587, + "IoU": 0.7208840884778632, + "TN": 97063067, + "TP": 41781, + "n_pred": 48368, + "n_ref": 51371 + }, + "14": { + "Dice": 0.9300948137559781, + "FN": 10980, + "FP": 7408, + "IoU": 0.8693245211953239, + "TN": 96980310, + "TP": 122327, + "n_pred": 129735, + "n_ref": 133307 + }, + "15": { + "Dice": 0.901277884208336, + "FN": 5693, + "FP": 8066, + "IoU": 0.8202964801149351, + "TN": 97044460, + "TP": 62806, + "n_pred": 70872, + "n_ref": 68499 + }, + "2": { + "Dice": 0.9514607125297722, + "FN": 5806, + "FP": 10681, + "IoU": 0.9074154148532921, + "TN": 96942950, + "TP": 161588, + "n_pred": 172269, + "n_ref": 167394 + }, + "3": { + "Dice": 0.9499701574766999, + "FN": 12931, + "FP": 8863, + "IoU": 0.9047077702037979, + "TN": 96892318, + "TP": 206913, + "n_pred": 215776, + "n_ref": 219844 + }, + "4": { + "Dice": 0.9083722395669235, + "FN": 1376, + "FP": 1823, + "IoU": 0.8321263643996641, + "TN": 97101969, + "TP": 15857, + "n_pred": 17680, + "n_ref": 17233 + }, + "5": { + "Dice": 0.45890782106087064, + "FN": 8647, + "FP": 340, + "IoU": 0.2977809032661353, + "TN": 97108227, + "TP": 3811, + "n_pred": 4151, + "n_ref": 12458 + }, + "6": { + "Dice": 0.9814022250185229, + "FN": 26660, + "FP": 32503, + "IoU": 0.9634835743052448, + "TN": 95500850, + "TP": 1561012, + "n_pred": 1593515, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.9260589312804114, + "FN": 32532, + "FP": 14454, + "IoU": 0.8622995788628417, + "TN": 96779806, + "TP": 294233, + "n_pred": 308687, + "n_ref": 326765 + }, + "8": { + "Dice": 0.9464035150608888, + "FN": 7704, + "FP": 2762, + "IoU": 0.898259939729756, + "TN": 97018155, + "TP": 92404, + "n_pred": 95166, + "n_ref": 100108 + }, + "9": { + "Dice": 0.9337484262814941, + "FN": 6815, + "FP": 5762, + "IoU": 0.8757299396286818, + "TN": 97019818, + "TP": 88630, + "n_pred": 94392, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9713645232690562, + "FN": 8209, + "FP": 2930, + "IoU": 0.9443233732868154, + "TN": 78856339, + "TP": 188927, + "n_pred": 191857, + "n_ref": 197136 + }, + "10": { + "Dice": 0.836675845456499, + "FN": 9303, + "FP": 23378, + "IoU": 0.7192112724460864, + "TN": 78940015, + "TP": 83709, + "n_pred": 107087, + "n_ref": 93012 + }, + "11": { + "Dice": 0.4906462585034014, + "FN": 1855, + "FP": 541, + "IoU": 0.3250704225352113, + "TN": 79052855, + "TP": 1154, + "n_pred": 1695, + "n_ref": 3009 + }, + "12": { + "Dice": 0.5325112107623319, + "FN": 1579, + "FP": 923, + "IoU": 0.36287242169595113, + "TN": 79052478, + "TP": 1425, + "n_pred": 2348, + "n_ref": 3004 + }, + "13": { + "Dice": 0.7198545681876136, + "FN": 21719, + "FP": 12338, + "IoU": 0.5623224911004588, + "TN": 78978592, + "TP": 43756, + "n_pred": 56094, + "n_ref": 65475 + }, + "14": { + "Dice": 0.6222859423267363, + "FN": 16827, + "FP": 8728, + "IoU": 0.4516800411964125, + "TN": 79009799, + "TP": 21051, + "n_pred": 29779, + "n_ref": 37878 + }, + "15": { + "Dice": 0.6550188000653915, + "FN": 6478, + "FP": 27286, + "IoU": 0.48700963262329455, + "TN": 78990587, + "TP": 32054, + "n_pred": 59340, + "n_ref": 38532 + }, + "2": { + "Dice": 0.9279879167116194, + "FN": 5228, + "FP": 11459, + "IoU": 0.8656506126918184, + "TN": 78932199, + "TP": 107519, + "n_pred": 118978, + "n_ref": 112747 + }, + "3": { + "Dice": 0.9400039462802111, + "FN": 9426, + "FP": 4865, + "IoU": 0.8867994772070181, + "TN": 78930160, + "TP": 111954, + "n_pred": 116819, + "n_ref": 121380 + }, + "4": { + "Dice": 0.8781549173194082, + "FN": 1419, + "FP": 541, + "IoU": 0.78277734678045, + "TN": 79047382, + "TP": 7063, + "n_pred": 7604, + "n_ref": 8482 + }, + "5": { + "Dice": 0.7620894437037935, + "FN": 1814, + "FP": 149, + "IoU": 0.6156256119052281, + "TN": 79051298, + "TP": 3144, + "n_pred": 3293, + "n_ref": 4958 + }, + "6": { + "Dice": 0.9750410390889038, + "FN": 31222, + "FP": 34689, + "IoU": 0.9512976385144047, + "TN": 77703062, + "TP": 1287432, + "n_pred": 1322121, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.9162729943013387, + "FN": 67817, + "FP": 6409, + "IoU": 0.8454832162373146, + "TN": 78576030, + "TP": 406149, + "n_pred": 412558, + "n_ref": 473966 + }, + "8": { + "Dice": 0.9340482079486273, + "FN": 1127, + "FP": 3166, + "IoU": 0.8762574582768858, + "TN": 79021712, + "TP": 30400, + "n_pred": 33566, + "n_ref": 31527 + }, + "9": { + "Dice": 0.9257181733612874, + "FN": 4618, + "FP": 6082, + "IoU": 0.8617088648494953, + "TN": 78979032, + "TP": 66673, + "n_pred": 72755, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9592022719565955, + "FN": 7126, + "FP": 12124, + "IoU": 0.9216029648333299, + "TN": 122466395, + "TP": 226295, + "n_pred": 238419, + "n_ref": 233421 + }, + "10": { + "Dice": 0.8200692190287839, + "FN": 15024, + "FP": 26827, + "IoU": 0.6950146841272964, + "TN": 122574717, + "TP": 95372, + "n_pred": 122199, + "n_ref": 110396 + }, + "11": { + "Dice": 0.4398030732507832, + "FN": 2708, + "FP": 1047, + "IoU": 0.2818894626123542, + "TN": 122706711, + "TP": 1474, + "n_pred": 2521, + "n_ref": 4182 + }, + "12": { + "Dice": 0.054909651211654295, + "FN": 6094, + "FP": 653, + "IoU": 0.028229871813337176, + "TN": 122704997, + "TP": 196, + "n_pred": 849, + "n_ref": 6290 + }, + "13": { + "Dice": 0.2808229426433915, + "FN": 42539, + "FP": 15139, + "IoU": 0.16334730703955672, + "TN": 122643001, + "TP": 11261, + "n_pred": 26400, + "n_ref": 53800 + }, + "14": { + "Dice": 0.825426944971537, + "FN": 12430, + "FP": 27866, + "IoU": 0.7027463651050081, + "TN": 122576379, + "TP": 95265, + "n_pred": 123131, + "n_ref": 107695 + }, + "15": { + "Dice": 0.9090401507522657, + "FN": 5502, + "FP": 3621, + "IoU": 0.8332480350941327, + "TN": 122657230, + "TP": 45587, + "n_pred": 49208, + "n_ref": 51089 + }, + "2": { + "Dice": 0.6951080667438128, + "FN": 62456, + "FP": 2886, + "IoU": 0.5326939718366267, + "TN": 122572113, + "TP": 74485, + "n_pred": 77371, + "n_ref": 136941 + }, + "3": { + "Dice": 0.7810805431887393, + "FN": 2631, + "FP": 77668, + "IoU": 0.6407975021024568, + "TN": 122488392, + "TP": 143249, + "n_pred": 220917, + "n_ref": 145880 + }, + "4": { + "Dice": 0.8214391981833842, + "FN": 13022, + "FP": 9782, + "IoU": 0.696984998073269, + "TN": 122636683, + "TP": 52453, + "n_pred": 62235, + "n_ref": 65475 + }, + "5": { + "Dice": 0.3454767615513418, + "FN": 13392, + "FP": 1071, + "IoU": 0.2088074398249453, + "TN": 122693660, + "TP": 3817, + "n_pred": 4888, + "n_ref": 17209 + }, + "6": { + "Dice": 0.9784803882939757, + "FN": 34547, + "FP": 39185, + "IoU": 0.9578674526471699, + "TN": 120961939, + "TP": 1676269, + "n_pred": 1715454, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.7393647559043963, + "FN": 117410, + "FP": 199015, + "IoU": 0.586501733445368, + "TN": 121946701, + "TP": 448814, + "n_pred": 647829, + "n_ref": 566224 + }, + "8": { + "Dice": 0.9181149209331455, + "FN": 7442, + "FP": 15570, + "IoU": 0.8486251808972504, + "TN": 122559920, + "TP": 129008, + "n_pred": 144578, + "n_ref": 136450 + }, + "9": { + "Dice": 0.8947460313196701, + "FN": 8125, + "FP": 7549, + "IoU": 0.8095388541223647, + "TN": 122629645, + "TP": 66621, + "n_pred": 74170, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/loop_004/summary_cross_val.json b/nnActive_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/loop_004/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..361e8eb3dbaa6d3d0422c06d376b6d0fdab12eed --- /dev/null +++ b/nnActive_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/loop_004/summary_cross_val.json @@ -0,0 +1,24396 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": 0.5953407699573073, + "FN": 3146.3555555555554, + "FP": 3499.7711111111116, + "IoU": 0.517101450264834, + "TN": 1750752.1777777781, + "TP": 18285.962222222224, + "n_pred": 21785.73333333333, + "n_ref": 21432.31777777778 + }, + "mean": { + "1": { + "Dice": 0.7964187161759377, + "FN": 1524.5, + "FP": 1983.0666666666666, + "IoU": 0.7405174374640576, + "TN": 1753149.2, + "TP": 19027.5, + "n_pred": 21010.566666666666, + "n_ref": 20552.0 + }, + "10": { + "Dice": 0.5662517047053643, + "FN": 2846.733333333333, + "FP": 3119.9, + "IoU": 0.44891378517220143, + "TN": 1762285.1666666667, + "TP": 7432.466666666666, + "n_pred": 10552.366666666667, + "n_ref": 10279.2 + }, + "11": { + "Dice": 0.2906946137968181, + "FN": 220.4, + "FP": 177.4, + "IoU": 0.2101813331135986, + "TN": 1774957.1, + "TP": 329.3666666666667, + "n_pred": 506.76666666666665, + "n_ref": 549.7666666666667 + }, + "12": { + "Dice": 0.38725694492714574, + "FN": 364.56666666666666, + "FP": 183.56666666666666, + "IoU": 0.2974808527494066, + "TN": 1774625.1, + "TP": 511.03333333333336, + "n_pred": 694.6, + "n_ref": 875.6 + }, + "13": { + "Dice": 0.4771086190466029, + "FN": 2489.7, + "FP": 2606.5, + "IoU": 0.37763553421009116, + "TN": 1765383.7, + "TP": 5204.366666666667, + "n_pred": 7810.866666666667, + "n_ref": 7694.066666666667 + }, + "14": { + "Dice": 0.6855300843974759, + "FN": 8694.733333333334, + "FP": 1228.0333333333333, + "IoU": 0.6282762694110688, + "TN": 1745832.1, + "TP": 19929.4, + "n_pred": 21157.433333333334, + "n_ref": 28624.133333333335 + }, + "15": { + "Dice": 0.37848274645937896, + "FN": 1535.4333333333334, + "FP": 2462.5666666666666, + "IoU": 0.3140375548819802, + "TN": 1767548.9333333333, + "TP": 4137.333333333333, + "n_pred": 6599.9, + "n_ref": 5672.766666666666 + }, + "2": { + "Dice": 0.6507753882315289, + "FN": 1757.8666666666666, + "FP": 1330.1, + "IoU": 0.5856427475113926, + "TN": 1759407.8333333333, + "TP": 13188.466666666667, + "n_pred": 14518.566666666668, + "n_ref": 14946.333333333334 + }, + "3": { + "Dice": 0.7256291240760965, + "FN": 689.6333333333333, + "FP": 4066.4333333333334, + "IoU": 0.6718875823795382, + "TN": 1758984.9333333333, + "TP": 11943.266666666666, + "n_pred": 16009.7, + "n_ref": 12632.9 + }, + "4": { + "Dice": 0.4559688365088058, + "FN": 2660.866666666667, + "FP": 648.9666666666667, + "IoU": 0.39055489443724534, + "TN": 1768306.2, + "TP": 4068.233333333333, + "n_pred": 4717.2, + "n_ref": 6729.1 + }, + "5": { + "Dice": 0.5211776036184349, + "FN": 644.3, + "FP": 297.9, + "IoU": 0.4172302863759852, + "TN": 1773351.5666666667, + "TP": 1390.5, + "n_pred": 1688.4, + "n_ref": 2034.8 + }, + "6": { + "Dice": 0.8314992492718798, + "FN": 4727.333333333333, + "FP": 23164.6, + "IoU": 0.7704781078228012, + "TN": 1630542.3, + "TP": 117250.03333333334, + "n_pred": 140414.63333333333, + "n_ref": 121977.36666666667 + }, + "7": { + "Dice": 0.6217808157417322, + "FN": 15959.933333333332, + "FP": 9265.266666666666, + "IoU": 0.5346178668277333, + "TN": 1699611.4, + "TP": 50847.666666666664, + "n_pred": 60112.933333333334, + "n_ref": 66807.6 + }, + "8": { + "Dice": 0.8796302324929188, + "FN": 1156.0, + "FP": 736.4666666666667, + "IoU": 0.8178201273171928, + "TN": 1761469.3666666667, + "TP": 12322.433333333332, + "n_pred": 13058.9, + "n_ref": 13478.433333333332 + }, + "9": { + "Dice": 0.6619068699094893, + "FN": 1923.3333333333333, + "FP": 1225.8, + "IoU": 0.5512473742982171, + "TN": 1765827.7666666666, + "TP": 6707.366666666667, + "n_pred": 7933.166666666667, + "n_ref": 8630.7 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9539659636708635, + "FN": 1184, + "FP": 1145, + "IoU": 0.9119836740863912, + "TN": 1901091, + "TP": 24132, + "n_pred": 25277, + "n_ref": 25316 + }, + "10": { + "Dice": 0.3231114435302917, + "FN": 12, + "FP": 1798, + "IoU": 0.1926851025869759, + "TN": 1925310, + "TP": 432, + "n_pred": 2230, + "n_ref": 444 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 129, + "IoU": 0.0, + "TN": 1927423, + "TP": 0, + "n_pred": 129, + "n_ref": 0 + }, + "12": { + "Dice": 0.48427672955974843, + "FN": 147, + "FP": 17, + "IoU": 0.31950207468879666, + "TN": 1927311, + "TP": 77, + "n_pred": 94, + "n_ref": 224 + }, + "13": { + "Dice": 0.19864520102049793, + "FN": 67, + "FP": 9042, + "IoU": 0.11027544442273882, + "TN": 1917314, + "TP": 1129, + "n_pred": 10171, + "n_ref": 1196 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 403, + "FP": 0, + "IoU": 0.0, + "TN": 1927149, + "TP": 0, + "n_pred": 0, + "n_ref": 403 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8917451263819979, + "FN": 972, + "FP": 1799, + "IoU": 0.804639029892837, + "TN": 1913368, + "TP": 11413, + "n_pred": 13212, + "n_ref": 12385 + }, + "5": { + "Dice": 0.5980991174473863, + "FN": 1058, + "FP": 126, + "IoU": 0.426634382566586, + "TN": 1925487, + "TP": 881, + "n_pred": 1007, + "n_ref": 1939 + }, + "6": { + "Dice": 0.968007117498493, + "FN": 12607, + "FP": 6128, + "IoU": 0.9379978621093633, + "TN": 1625385, + "TP": 283432, + "n_pred": 289560, + "n_ref": 296039 + }, + "7": { + "Dice": 0.9478616934629074, + "FN": 2952, + "FP": 6394, + "IoU": 0.9008907741251325, + "TN": 1833252, + "TP": 84954, + "n_pred": 91348, + "n_ref": 87906 + }, + "8": { + "Dice": 0.8026315789473685, + "FN": 36, + "FP": 24, + "IoU": 0.6703296703296703, + "TN": 1927370, + "TP": 122, + "n_pred": 146, + "n_ref": 158 + }, + "9": { + "Dice": 0.8021412826703055, + "FN": 2410, + "FP": 7015, + "IoU": 0.669645986680687, + "TN": 1899022, + "TP": 19105, + "n_pred": 26120, + "n_ref": 21515 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0007.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0007.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.776477713845222, + "FN": 2032, + "FP": 6087, + "IoU": 0.6346249043697403, + "TN": 1204403, + "TP": 14102, + "n_pred": 20189, + "n_ref": 16134 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6753571428571429, + "FN": 3695, + "FP": 1759, + "IoU": 0.5098409274737126, + "TN": 1215497, + "TP": 5673, + "n_pred": 7432, + "n_ref": 9368 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9404410873692289, + "FN": 311, + "FP": 5587, + "IoU": 0.8875779120523035, + "TN": 1174161, + "TP": 46565, + "n_pred": 52152, + "n_ref": 46876 + }, + "4": { + "Dice": 0.0, + "FN": 251, + "FP": 0, + "IoU": 0.0, + "TN": 1226373, + "TP": 0, + "n_pred": 0, + "n_ref": 251 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7888864460811257, + "FN": 6847, + "FP": 835, + "IoU": 0.6513728159745859, + "TN": 1204589, + "TP": 14353, + "n_pred": 15188, + "n_ref": 21200 + }, + "7": { + "Dice": 0.8395234500156518, + "FN": 4276, + "FP": 4439, + "IoU": 0.7234299133635873, + "TN": 1195113, + "TP": 22796, + "n_pred": 27235, + "n_ref": 27072 + }, + "8": { + "Dice": 0.8600911927045837, + "FN": 529, + "FP": 637, + "IoU": 0.7545263157894737, + "TN": 1221874, + "TP": 3584, + "n_pred": 4221, + "n_ref": 4113 + }, + "9": { + "Dice": 0.6082299887260428, + "FN": 457, + "FP": 933, + "IoU": 0.43701903604698256, + "TN": 1224155, + "TP": 1079, + "n_pred": 2012, + "n_ref": 1536 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0014.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0014.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6853962364166446, + "FN": 34, + "FP": 1153, + "IoU": 0.5213709677419355, + "TN": 2801232, + "TP": 1293, + "n_pred": 2446, + "n_ref": 1327 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.66798810703667, + "FN": 243, + "FP": 92, + "IoU": 0.5014880952380952, + "TN": 2803040, + "TP": 337, + "n_pred": 429, + "n_ref": 580 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 287, + "IoU": 0.0, + "TN": 2803425, + "TP": 0, + "n_pred": 287, + "n_ref": 0 + }, + "14": { + "Dice": 0.8745053396216187, + "FN": 1156, + "FP": 3474, + "IoU": 0.7769964357961661, + "TN": 2782950, + "TP": 16132, + "n_pred": 19606, + "n_ref": 17288 + }, + "15": { + "Dice": 0.7353574926542605, + "FN": 187, + "FP": 2515, + "IoU": 0.5814745972738538, + "TN": 2797256, + "TP": 3754, + "n_pred": 6269, + "n_ref": 3941 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8251777498954412, + "FN": 44, + "FP": 792, + "IoU": 0.7023851904592382, + "TN": 2800903, + "TP": 1973, + "n_pred": 2765, + "n_ref": 2017 + }, + "5": { + "Dice": 0.17566478646253023, + "FN": 878, + "FP": 145, + "IoU": 0.09628975265017668, + "TN": 2802580, + "TP": 109, + "n_pred": 254, + "n_ref": 987 + }, + "6": { + "Dice": 0.9625805766097613, + "FN": 3219, + "FP": 9459, + "IoU": 0.9278605691265086, + "TN": 2627969, + "TP": 163065, + "n_pred": 172524, + "n_ref": 166284 + }, + "7": { + "Dice": 0.9231314226761836, + "FN": 6331, + "FP": 18406, + "IoU": 0.8572368459021313, + "TN": 2630439, + "TP": 148536, + "n_pred": 166942, + "n_ref": 154867 + }, + "8": { + "Dice": 0.8726407073626934, + "FN": 574, + "FP": 175, + "IoU": 0.7740573152337858, + "TN": 2800397, + "TP": 2566, + "n_pred": 2741, + "n_ref": 3140 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0048.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0048.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 118, + "IoU": 0.0, + "TN": 1576970, + "TP": 0, + "n_pred": 118, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 575, + "FP": 116, + "IoU": 0.0, + "TN": 1576397, + "TP": 0, + "n_pred": 116, + "n_ref": 575 + }, + "11": { + "Dice": 0.04844290657439446, + "FN": 275, + "FP": 0, + "IoU": 0.024822695035460994, + "TN": 1576806, + "TP": 7, + "n_pred": 7, + "n_ref": 282 + }, + "12": { + "Dice": 0.0, + "FN": 27, + "FP": 0, + "IoU": 0.0, + "TN": 1577061, + "TP": 0, + "n_pred": 0, + "n_ref": 27 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 173, + "IoU": 0.0, + "TN": 1576915, + "TP": 0, + "n_pred": 173, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9243619867711573, + "FN": 1730, + "FP": 3839, + "IoU": 0.8593615839183797, + "TN": 1537490, + "TP": 34029, + "n_pred": 37868, + "n_ref": 35759 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6120448179271709, + "FN": 3745, + "FP": 133, + "IoU": 0.4409687184661958, + "TN": 1570151, + "TP": 3059, + "n_pred": 3192, + "n_ref": 6804 + }, + "6": { + "Dice": 0.9465913179922488, + "FN": 7719, + "FP": 10389, + "IoU": 0.8985983637310516, + "TN": 1398511, + "TP": 160469, + "n_pred": 170858, + "n_ref": 168188 + }, + "7": { + "Dice": 0.4533799533799534, + "FN": 1566, + "FP": 310, + "IoU": 0.2931424265259985, + "TN": 1574434, + "TP": 778, + "n_pred": 1088, + "n_ref": 2344 + }, + "8": { + "Dice": 0.9102862462182918, + "FN": 1533, + "FP": 1551, + "IoU": 0.8353443673251468, + "TN": 1558358, + "TP": 15646, + "n_pred": 17197, + "n_ref": 17179 + }, + "9": { + "Dice": 0.755646720422502, + "FN": 4950, + "FP": 5414, + "IoU": 0.6072606010079957, + "TN": 1550699, + "TP": 16025, + "n_pred": 21439, + "n_ref": 20975 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0057.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0057.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8969565217391304, + "FN": 1075, + "FP": 347, + "IoU": 0.8131651556957036, + "TN": 1394245, + "TP": 6189, + "n_pred": 6536, + "n_ref": 7264 + }, + "10": { + "Dice": 0.7574026174574373, + "FN": 5638, + "FP": 6930, + "IoU": 0.6095317985522105, + "TN": 1369669, + "TP": 19619, + "n_pred": 26549, + "n_ref": 25257 + }, + "11": { + "Dice": 0.01048951048951049, + "FN": 0, + "FP": 566, + "IoU": 0.005272407732864675, + "TN": 1401287, + "TP": 3, + "n_pred": 569, + "n_ref": 3 + }, + "12": { + "Dice": 0.7413476479728776, + "FN": 868, + "FP": 963, + "IoU": 0.5890011223344557, + "TN": 1397401, + "TP": 2624, + "n_pred": 3587, + "n_ref": 3492 + }, + "13": { + "Dice": 0.848152456927594, + "FN": 2085, + "FP": 3397, + "IoU": 0.7363409003462871, + "TN": 1381064, + "TP": 15310, + "n_pred": 18707, + "n_ref": 17395 + }, + "14": { + "Dice": 0.9469721887219968, + "FN": 1834, + "FP": 3970, + "IoU": 0.8992850697577567, + "TN": 1344228, + "TP": 51824, + "n_pred": 55794, + "n_ref": 53658 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 2918, + "IoU": 0.0, + "TN": 1398938, + "TP": 0, + "n_pred": 2918, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.7262723521320495, + "FN": 77, + "FP": 321, + "IoU": 0.5701943844492441, + "TN": 1400930, + "TP": 528, + "n_pred": 849, + "n_ref": 605 + }, + "4": { + "Dice": 0.8620037807183365, + "FN": 665, + "FP": 941, + "IoU": 0.7574750830564784, + "TN": 1395234, + "TP": 5016, + "n_pred": 5957, + "n_ref": 5681 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.948532055122828, + "FN": 2455, + "FP": 2699, + "IoU": 0.9021026839136133, + "TN": 1349209, + "TP": 47493, + "n_pred": 50192, + "n_ref": 49948 + }, + "7": { + "Dice": 0.737362182685521, + "FN": 1916, + "FP": 8875, + "IoU": 0.5839855044527545, + "TN": 1375917, + "TP": 15148, + "n_pred": 24023, + "n_ref": 17064 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.5954825462012321, + "FN": 130, + "FP": 1052, + "IoU": 0.4239766081871345, + "TN": 1399804, + "TP": 870, + "n_pred": 1922, + "n_ref": 1000 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0066.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0066.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 388, + "FP": 0, + "IoU": 0.0, + "TN": 2102396, + "TP": 0, + "n_pred": 0, + "n_ref": 388 + }, + "10": { + "Dice": 0.3632213062777426, + "FN": 1000, + "FP": 4021, + "IoU": 0.22191228885789555, + "TN": 2096331, + "TP": 1432, + "n_pred": 5453, + "n_ref": 2432 + }, + "11": { + "Dice": 0.4102209944751381, + "FN": 1549, + "FP": 159, + "IoU": 0.2580364900086881, + "TN": 2100482, + "TP": 594, + "n_pred": 753, + "n_ref": 2143 + }, + "12": { + "Dice": 0.4512549537648613, + "FN": 1979, + "FP": 98, + "IoU": 0.2913681337427499, + "TN": 2099853, + "TP": 854, + "n_pred": 952, + "n_ref": 2833 + }, + "13": { + "Dice": 0.028132992327365727, + "FN": 289, + "FP": 17951, + "IoU": 0.014267185473411154, + "TN": 2084280, + "TP": 264, + "n_pred": 18215, + "n_ref": 553 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.8866888150609081, + "FN": 2544, + "FP": 2572, + "IoU": 0.7964429236462022, + "TN": 2077651, + "TP": 20017, + "n_pred": 22589, + "n_ref": 22561 + }, + "2": { + "Dice": 0.29878048780487804, + "FN": 139, + "FP": 91, + "IoU": 0.17562724014336917, + "TN": 2102505, + "TP": 49, + "n_pred": 140, + "n_ref": 188 + }, + "3": { + "Dice": 0.7409502262443439, + "FN": 220, + "FP": 238, + "IoU": 0.5884995507637018, + "TN": 2101671, + "TP": 655, + "n_pred": 893, + "n_ref": 875 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1746, + "IoU": 0.0, + "TN": 2101038, + "TP": 0, + "n_pred": 1746, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 15, + "IoU": 0.0, + "TN": 2102769, + "TP": 0, + "n_pred": 15, + "n_ref": 0 + }, + "6": { + "Dice": 0.9516831967634789, + "FN": 4572, + "FP": 20317, + "IoU": 0.9078202255513786, + "TN": 1832779, + "TP": 245116, + "n_pred": 265433, + "n_ref": 249688 + }, + "7": { + "Dice": 0.7385074450484519, + "FN": 10708, + "FP": 6994, + "IoU": 0.585423546218881, + "TN": 2060085, + "TP": 24997, + "n_pred": 31991, + "n_ref": 35705 + }, + "8": { + "Dice": 0.9389871470943645, + "FN": 2109, + "FP": 668, + "IoU": 0.8849913029073139, + "TN": 2078638, + "TP": 21369, + "n_pred": 22037, + "n_ref": 23478 + }, + "9": { + "Dice": 0.4178488248994283, + "FN": 6736, + "FP": 4262, + "IoU": 0.264101706256273, + "TN": 2087839, + "TP": 3947, + "n_pred": 8209, + "n_ref": 10683 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0067.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0067.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8207959928789114, + "FN": 1796, + "FP": 4143, + "IoU": 0.6960593654042989, + "TN": 1557548, + "TP": 13601, + "n_pred": 17744, + "n_ref": 15397 + }, + "10": { + "Dice": 0.11434637549287231, + "FN": 11602, + "FP": 78, + "IoU": 0.06064018015119833, + "TN": 1564654, + "TP": 754, + "n_pred": 832, + "n_ref": 12356 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 75, + "IoU": 0.0, + "TN": 1577013, + "TP": 0, + "n_pred": 75, + "n_ref": 0 + }, + "12": { + "Dice": 0.03470715835140998, + "FN": 886, + "FP": 4, + "IoU": 0.017660044150110375, + "TN": 1576182, + "TP": 16, + "n_pred": 20, + "n_ref": 902 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9290356121653236, + "FN": 222, + "FP": 51, + "IoU": 0.8674757281553398, + "TN": 1575028, + "TP": 1787, + "n_pred": 1838, + "n_ref": 2009 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.4365224109894256, + "FN": 3346, + "FP": 310249, + "IoU": 0.2791996598209463, + "TN": 1142023, + "TP": 121470, + "n_pred": 431719, + "n_ref": 124816 + }, + "7": { + "Dice": 0.23650915526867167, + "FN": 293086, + "FP": 251, + "IoU": 0.13411419513476655, + "TN": 1238317, + "TP": 45434, + "n_pred": 45685, + "n_ref": 338520 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0069.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0069.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9362119340353354, + "FN": 302, + "FP": 2951, + "IoU": 0.880073732718894, + "TN": 1024267, + "TP": 23872, + "n_pred": 26823, + "n_ref": 24174 + }, + "10": { + "Dice": 0.6017152658662093, + "FN": 1578, + "FP": 744, + "IoU": 0.43032384690873404, + "TN": 1047316, + "TP": 1754, + "n_pred": 2498, + "n_ref": 3332 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.11913357400722022, + "FN": 455, + "FP": 33, + "IoU": 0.06333973128598848, + "TN": 1050871, + "TP": 33, + "n_pred": 66, + "n_ref": 488 + }, + "13": { + "Dice": 0.3771305864984566, + "FN": 4473, + "FP": 168, + "IoU": 0.23238504796559709, + "TN": 1045346, + "TP": 1405, + "n_pred": 1573, + "n_ref": 5878 + }, + "14": { + "Dice": 0.9339792436071245, + "FN": 5019, + "FP": 6279, + "IoU": 0.8761360770942739, + "TN": 960179, + "TP": 79915, + "n_pred": 86194, + "n_ref": 84934 + }, + "15": { + "Dice": 0.47604504676464976, + "FN": 1305, + "FP": 4185, + "IoU": 0.312374749498998, + "TN": 1043408, + "TP": 2494, + "n_pred": 6679, + "n_ref": 3799 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9309724968542153, + "FN": 347, + "FP": 1189, + "IoU": 0.8708592567681184, + "TN": 1039498, + "TP": 10358, + "n_pred": 11547, + "n_ref": 10705 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 34, + "IoU": 0.0, + "TN": 1051358, + "TP": 0, + "n_pred": 34, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 242, + "FP": 0, + "IoU": 0.0, + "TN": 1051150, + "TP": 0, + "n_pred": 0, + "n_ref": 242 + }, + "8": { + "Dice": 0.8357972383942451, + "FN": 4538, + "FP": 849, + "IoU": 0.7179138084515893, + "TN": 1032295, + "TP": 13710, + "n_pred": 14559, + "n_ref": 18248 + }, + "9": { + "Dice": 0.12858094603597603, + "FN": 2516, + "FP": 100, + "IoU": 0.06870772516909933, + "TN": 1048583, + "TP": 193, + "n_pred": 293, + "n_ref": 2709 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0076.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0076.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9159876369766788, + "FN": 342, + "FP": 555, + "IoU": 0.844997407983411, + "TN": 1045605, + "TP": 4890, + "n_pred": 5445, + "n_ref": 5232 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.18604651162790697, + "FN": 103, + "FP": 2, + "IoU": 0.10256410256410256, + "TN": 1051275, + "TP": 12, + "n_pred": 14, + "n_ref": 115 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9418512441892262, + "FN": 3050, + "FP": 5456, + "IoU": 0.8900934193014872, + "TN": 973999, + "TP": 68887, + "n_pred": 74343, + "n_ref": 71937 + }, + "15": { + "Dice": 0.8622279012458358, + "FN": 1935, + "FP": 1084, + "IoU": 0.7578212738649126, + "TN": 1038926, + "TP": 9447, + "n_pred": 10531, + "n_ref": 11382 + }, + "2": { + "Dice": 0.8598425196850393, + "FN": 66, + "FP": 112, + "IoU": 0.7541436464088398, + "TN": 1050668, + "TP": 546, + "n_pred": 658, + "n_ref": 612 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7637440090217085, + "FN": 827, + "FP": 849, + "IoU": 0.617787913340935, + "TN": 1047007, + "TP": 2709, + "n_pred": 3558, + "n_ref": 3536 + }, + "6": { + "Dice": 0.9608743087167526, + "FN": 425, + "FP": 1655, + "IoU": 0.9246949784584193, + "TN": 1023771, + "TP": 25541, + "n_pred": 27196, + "n_ref": 25966 + }, + "7": { + "Dice": 0.9479954058601993, + "FN": 193, + "FP": 1754, + "IoU": 0.901132382064693, + "TN": 1031699, + "TP": 17746, + "n_pred": 19500, + "n_ref": 17939 + }, + "8": { + "Dice": 0.9363565285379203, + "FN": 1098, + "FP": 2158, + "IoU": 0.8803293149073802, + "TN": 1024184, + "TP": 23952, + "n_pred": 26110, + "n_ref": 25050 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 22, + "IoU": 0.0, + "TN": 1051370, + "TP": 0, + "n_pred": 22, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0094.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0094.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9200784826684107, + "FN": 1193, + "FP": 640, + "IoU": 0.8519864341085271, + "TN": 1564704, + "TP": 10551, + "n_pred": 11191, + "n_ref": 11744 + }, + "10": { + "Dice": 0.815060835251562, + "FN": 801, + "FP": 4823, + "IoU": 0.6878503635455403, + "TN": 1559071, + "TP": 12393, + "n_pred": 17216, + "n_ref": 13194 + }, + "11": { + "Dice": 0.6485140812198538, + "FN": 1360, + "FP": 899, + "IoU": 0.47985263642643333, + "TN": 1572745, + "TP": 2084, + "n_pred": 2983, + "n_ref": 3444 + }, + "12": { + "Dice": 0.8005640612409347, + "FN": 289, + "FP": 701, + "IoU": 0.6674504534766543, + "TN": 1574111, + "TP": 1987, + "n_pred": 2688, + "n_ref": 2276 + }, + "13": { + "Dice": 0.802328449509151, + "FN": 898, + "FP": 3109, + "IoU": 0.6699069116072164, + "TN": 1564949, + "TP": 8132, + "n_pred": 11241, + "n_ref": 9030 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 65, + "IoU": 0.0, + "TN": 1577023, + "TP": 0, + "n_pred": 65, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9665398241700565, + "FN": 744, + "FP": 531, + "IoU": 0.9352463179278822, + "TN": 1557398, + "TP": 18415, + "n_pred": 18946, + "n_ref": 19159 + }, + "3": { + "Dice": 0.9630163626609443, + "FN": 1488, + "FP": 718, + "IoU": 0.9286707407766677, + "TN": 1546161, + "TP": 28721, + "n_pred": 29439, + "n_ref": 30209 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8094780659622158, + "FN": 109, + "FP": 486, + "IoU": 0.6799354491662184, + "TN": 1575229, + "TP": 1264, + "n_pred": 1750, + "n_ref": 1373 + }, + "6": { + "Dice": 0.9694030911275424, + "FN": 4054, + "FP": 3051, + "IoU": 0.9406229368455361, + "TN": 1457429, + "TP": 112554, + "n_pred": 115605, + "n_ref": 116608 + }, + "7": { + "Dice": 0.9335773724647243, + "FN": 1595, + "FP": 4647, + "IoU": 0.8754290732018839, + "TN": 1526980, + "TP": 43866, + "n_pred": 48513, + "n_ref": 45461 + }, + "8": { + "Dice": 0.908946847144272, + "FN": 2860, + "FP": 1277, + "IoU": 0.8330912611958363, + "TN": 1552302, + "TP": 20649, + "n_pred": 21926, + "n_ref": 23509 + }, + "9": { + "Dice": 0.2045016077170418, + "FN": 545, + "FP": 692, + "IoU": 0.11389684813753581, + "TN": 1575692, + "TP": 159, + "n_pred": 851, + "n_ref": 704 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0098.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0098.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9809756881799182, + "FN": 410, + "FP": 655, + "IoU": 0.962661711601164, + "TN": 1899029, + "TP": 27458, + "n_pred": 28113, + "n_ref": 27868 + }, + "10": { + "Dice": 0.7698658410732714, + "FN": 405, + "FP": 487, + "IoU": 0.6258389261744967, + "TN": 1925168, + "TP": 1492, + "n_pred": 1979, + "n_ref": 1897 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.785048285048285, + "FN": 1381, + "FP": 1201, + "IoU": 0.64615595450185, + "TN": 1920255, + "TP": 4715, + "n_pred": 5916, + "n_ref": 6096 + }, + "14": { + "Dice": 0.913166709610925, + "FN": 18423, + "FP": 1460, + "IoU": 0.8402086296823139, + "TN": 1803121, + "TP": 104548, + "n_pred": 106008, + "n_ref": 122971 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 2161, + "IoU": 0.0, + "TN": 1925391, + "TP": 0, + "n_pred": 2161, + "n_ref": 0 + }, + "2": { + "Dice": 0.9197209366581474, + "FN": 5377, + "FP": 434, + "IoU": 0.8513734717888383, + "TN": 1888454, + "TP": 33287, + "n_pred": 33721, + "n_ref": 38664 + }, + "3": { + "Dice": 0.7878825347758888, + "FN": 224, + "FP": 3207, + "IoU": 0.650005100479445, + "TN": 1917749, + "TP": 6372, + "n_pred": 9579, + "n_ref": 6596 + }, + "4": { + "Dice": 0.9519758993443204, + "FN": 144, + "FP": 940, + "IoU": 0.9083530605343253, + "TN": 1915724, + "TP": 10744, + "n_pred": 11684, + "n_ref": 10888 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9707013238968324, + "FN": 1815, + "FP": 16549, + "IoU": 0.9430706037355654, + "TN": 1604977, + "TP": 304211, + "n_pred": 320760, + "n_ref": 306026 + }, + "7": { + "Dice": 0.9816810120250922, + "FN": 6731, + "FP": 301, + "IoU": 0.9640211207072981, + "TN": 1732104, + "TP": 188416, + "n_pred": 188717, + "n_ref": 195147 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 1886, + "IoU": 0.0, + "TN": 1925666, + "TP": 0, + "n_pred": 1886, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0104.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0104.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9820961155899905, + "FN": 1034, + "FP": 505, + "IoU": 0.9648220530754988, + "TN": 1883803, + "TP": 42210, + "n_pred": 42715, + "n_ref": 43244 + }, + "10": { + "Dice": 0.8200112170499159, + "FN": 3533, + "FP": 4490, + "IoU": 0.694931366211643, + "TN": 1901253, + "TP": 18276, + "n_pred": 22766, + "n_ref": 21809 + }, + "11": { + "Dice": 0.0, + "FN": 68, + "FP": 3, + "IoU": 0.0, + "TN": 1927481, + "TP": 0, + "n_pred": 3, + "n_ref": 68 + }, + "12": { + "Dice": 0.7347619047619047, + "FN": 702, + "FP": 1526, + "IoU": 0.580730146782085, + "TN": 1922238, + "TP": 3086, + "n_pred": 4612, + "n_ref": 3788 + }, + "13": { + "Dice": 0.6458848565019842, + "FN": 3463, + "FP": 8851, + "IoU": 0.47697927285083247, + "TN": 1904008, + "TP": 11230, + "n_pred": 20081, + "n_ref": 14693 + }, + "14": { + "Dice": 0.9605144900037947, + "FN": 1525, + "FP": 452, + "IoU": 0.9240287438035584, + "TN": 1901529, + "TP": 24046, + "n_pred": 24498, + "n_ref": 25571 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.5464337317745961, + "FN": 1143, + "FP": 19575, + "IoU": 0.3759262606181095, + "TN": 1894354, + "TP": 12480, + "n_pred": 32055, + "n_ref": 13623 + }, + "3": { + "Dice": 0.9620300055565846, + "FN": 21, + "FP": 389, + "IoU": 0.9268379728765168, + "TN": 1921948, + "TP": 5194, + "n_pred": 5583, + "n_ref": 5215 + }, + "4": { + "Dice": 0.923613869814426, + "FN": 1165, + "FP": 1527, + "IoU": 0.8580692782200664, + "TN": 1908585, + "TP": 16275, + "n_pred": 17802, + "n_ref": 17440 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9512649249320251, + "FN": 6583, + "FP": 6609, + "IoU": 0.9070593208397915, + "TN": 1785612, + "TP": 128748, + "n_pred": 135357, + "n_ref": 135331 + }, + "7": { + "Dice": 0.8584470304975923, + "FN": 9855, + "FP": 1433, + "IoU": 0.7519992969505229, + "TN": 1882036, + "TP": 34228, + "n_pred": 35661, + "n_ref": 44083 + }, + "8": { + "Dice": 0.9617446067265175, + "FN": 441, + "FP": 701, + "IoU": 0.9263083177389172, + "TN": 1912055, + "TP": 14355, + "n_pred": 15056, + "n_ref": 14796 + }, + "9": { + "Dice": 0.8446498128771099, + "FN": 1529, + "FP": 2539, + "IoU": 0.7310768823957162, + "TN": 1912425, + "TP": 11059, + "n_pred": 13598, + "n_ref": 12588 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0118.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0118.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9718460506517286, + "FN": 2756, + "FP": 350, + "IoU": 0.9452339810276122, + "TN": 2046070, + "TP": 53608, + "n_pred": 53958, + "n_ref": 56364 + }, + "10": { + "Dice": 0.5683754714345579, + "FN": 2681, + "FP": 3499, + "IoU": 0.3970143428627183, + "TN": 2092535, + "TP": 4069, + "n_pred": 7568, + "n_ref": 6750 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7816780821917808, + "FN": 346, + "FP": 674, + "IoU": 0.6416022487702038, + "TN": 2099938, + "TP": 1826, + "n_pred": 2500, + "n_ref": 2172 + }, + "13": { + "Dice": 0.6031331592689295, + "FN": 29, + "FP": 275, + "IoU": 0.43177570093457945, + "TN": 2102249, + "TP": 231, + "n_pred": 506, + "n_ref": 260 + }, + "14": { + "Dice": 0.9019882385886306, + "FN": 2774, + "FP": 26, + "IoU": 0.8214741137464933, + "TN": 2087100, + "TP": 12884, + "n_pred": 12910, + "n_ref": 15658 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 80, + "IoU": 0.0, + "TN": 2102704, + "TP": 0, + "n_pred": 80, + "n_ref": 0 + }, + "3": { + "Dice": 0.9602624079152552, + "FN": 646, + "FP": 2310, + "IoU": 0.9235622672734796, + "TN": 2064112, + "TP": 35716, + "n_pred": 38026, + "n_ref": 36362 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 142, + "IoU": 0.0, + "TN": 2102642, + "TP": 0, + "n_pred": 142, + "n_ref": 0 + }, + "6": { + "Dice": 0.9605201485451945, + "FN": 4046, + "FP": 5809, + "IoU": 0.9240392174998844, + "TN": 1973046, + "TP": 119883, + "n_pred": 125692, + "n_ref": 123929 + }, + "7": { + "Dice": 0.8716461722959065, + "FN": 6706, + "FP": 465, + "IoU": 0.772493654822335, + "TN": 2071264, + "TP": 24349, + "n_pred": 24814, + "n_ref": 31055 + }, + "8": { + "Dice": 0.9637388133907856, + "FN": 245, + "FP": 849, + "IoU": 0.9300153531218014, + "TN": 2087152, + "TP": 14538, + "n_pred": 15387, + "n_ref": 14783 + }, + "9": { + "Dice": 0.7554993678887484, + "FN": 936, + "FP": 31, + "IoU": 0.6070702966273872, + "TN": 2100323, + "TP": 1494, + "n_pred": 1525, + "n_ref": 2430 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0119.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0119.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.968374329572776, + "FN": 1304, + "FP": 3826, + "IoU": 0.9386877016851918, + "TN": 1668650, + "TP": 78540, + "n_pred": 82366, + "n_ref": 79844 + }, + "10": { + "Dice": 0.004449768954304296, + "FN": 11634, + "FP": 0, + "IoU": 0.0022298456260720413, + "TN": 1740660, + "TP": 26, + "n_pred": 26, + "n_ref": 11660 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 2237, + "FP": 0, + "IoU": 0.0, + "TN": 1750083, + "TP": 0, + "n_pred": 0, + "n_ref": 2237 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9594745240333122, + "FN": 1794, + "FP": 1914, + "IoU": 0.9221057496376279, + "TN": 1704717, + "TP": 43895, + "n_pred": 45809, + "n_ref": 45689 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 19649, + "IoU": 0.0, + "TN": 1732671, + "TP": 0, + "n_pred": 19649, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8067946762499739, + "FN": 8181, + "FP": 1066, + "IoU": 0.6761574560481894, + "TN": 1723766, + "TP": 19307, + "n_pred": 20373, + "n_ref": 27488 + }, + "7": { + "Dice": 0.9123093395116986, + "FN": 389, + "FP": 9603, + "IoU": 0.8387580887217803, + "TN": 1690351, + "TP": 51977, + "n_pred": 61580, + "n_ref": 52366 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0142.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0142.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9861340519864383, + "FN": 1113, + "FP": 801, + "IoU": 0.9726473740621651, + "TN": 2383273, + "TP": 68061, + "n_pred": 68862, + "n_ref": 69174 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 496, + "IoU": 0.0, + "TN": 2452752, + "TP": 0, + "n_pred": 496, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9468302658486708, + "FN": 243, + "FP": 277, + "IoU": 0.8990291262135922, + "TN": 2448098, + "TP": 4630, + "n_pred": 4907, + "n_ref": 4873 + }, + "5": { + "Dice": 0.2115230728194185, + "FN": 5160, + "FP": 752, + "IoU": 0.11826994780014914, + "TN": 2446543, + "TP": 793, + "n_pred": 1545, + "n_ref": 5953 + }, + "6": { + "Dice": 0.952748596858003, + "FN": 1454, + "FP": 3993, + "IoU": 0.9097611079818428, + "TN": 2392886, + "TP": 54915, + "n_pred": 58908, + "n_ref": 56369 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9531698696708637, + "FN": 2526, + "FP": 18, + "IoU": 0.91052964760498, + "TN": 2424814, + "TP": 25890, + "n_pred": 25908, + "n_ref": 28416 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0179.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0179.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8050182958703607, + "FN": 1755, + "FP": 1229, + "IoU": 0.673665791776028, + "TN": 1217480, + "TP": 6160, + "n_pred": 7389, + "n_ref": 7915 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.13010025647003964, + "FN": 4819, + "FP": 2643, + "IoU": 0.06957605985037406, + "TN": 1218604, + "TP": 558, + "n_pred": 3201, + "n_ref": 5377 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9140767824497258, + "FN": 8, + "FP": 86, + "IoU": 0.8417508417508418, + "TN": 1226030, + "TP": 500, + "n_pred": 586, + "n_ref": 508 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.7351927295518647, + "FN": 104, + "FP": 5811, + "IoU": 0.5812685827552032, + "TN": 1212498, + "TP": 8211, + "n_pred": 14022, + "n_ref": 8315 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9929509726046599, + "FN": 2999, + "FP": 1376, + "IoU": 0.9860006271719027, + "TN": 914110, + "TP": 308139, + "n_pred": 309515, + "n_ref": 311138 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 2425, + "IoU": 0.0, + "TN": 1224199, + "TP": 0, + "n_pred": 2425, + "n_ref": 0 + }, + "8": { + "Dice": 0.9721736698594701, + "FN": 326, + "FP": 470, + "IoU": 0.9458540235358139, + "TN": 1211923, + "TP": 13905, + "n_pred": 14375, + "n_ref": 14231 + }, + "9": { + "Dice": 0.9111674312662411, + "FN": 1854, + "FP": 915, + "IoU": 0.8368296994696524, + "TN": 1209654, + "TP": 14201, + "n_pred": 15116, + "n_ref": 16055 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0181.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0181.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.014992245390315354, + "FN": 974, + "FP": 21890, + "IoU": 0.007552738953034118, + "TN": 1554050, + "TP": 174, + "n_pred": 22064, + "n_ref": 1148 + }, + "10": { + "Dice": 0.32014203985006906, + "FN": 4131, + "FP": 13100, + "IoU": 0.19057685080796694, + "TN": 1555800, + "TP": 4057, + "n_pred": 17157, + "n_ref": 8188 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.37473729589912164, + "FN": 8224, + "FP": 3379, + "IoU": 0.23057029177718832, + "TN": 1562008, + "TP": 3477, + "n_pred": 6856, + "n_ref": 11701 + }, + "14": { + "Dice": 0.0, + "FN": 1689, + "FP": 0, + "IoU": 0.0, + "TN": 1575399, + "TP": 0, + "n_pred": 0, + "n_ref": 1689 + }, + "15": { + "Dice": 0.012623985572587917, + "FN": 102, + "FP": 993, + "IoU": 0.006352087114337568, + "TN": 1575986, + "TP": 7, + "n_pred": 1000, + "n_ref": 109 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9498975309846784, + "FN": 381, + "FP": 2186, + "IoU": 0.9045760380654995, + "TN": 1550187, + "TP": 24334, + "n_pred": 26520, + "n_ref": 24715 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2210, + "IoU": 0.0, + "TN": 1574878, + "TP": 0, + "n_pred": 2210, + "n_ref": 0 + }, + "5": { + "Dice": 0.7202849643794526, + "FN": 3907, + "FP": 2061, + "IoU": 0.5628479343685907, + "TN": 1563436, + "TP": 7684, + "n_pred": 9745, + "n_ref": 11591 + }, + "6": { + "Dice": 0.8510701155462185, + "FN": 2978, + "FP": 6096, + "IoU": 0.7407502642781635, + "TN": 1542087, + "TP": 25927, + "n_pred": 32023, + "n_ref": 28905 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 5050, + "IoU": 0.0, + "TN": 1572038, + "TP": 0, + "n_pred": 5050, + "n_ref": 0 + }, + "8": { + "Dice": 0.9626428986630498, + "FN": 1068, + "FP": 860, + "IoU": 0.9279763906010684, + "TN": 1550319, + "TP": 24841, + "n_pred": 25701, + "n_ref": 25909 + }, + "9": { + "Dice": 0.6868125025943298, + "FN": 5357, + "FP": 2188, + "IoU": 0.5230117587558478, + "TN": 1561270, + "TP": 8273, + "n_pred": 10461, + "n_ref": 13630 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0192.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9756697954870392, + "FN": 626, + "FP": 1331, + "IoU": 0.952495387901738, + "TN": 2587284, + "TP": 39239, + "n_pred": 40570, + "n_ref": 39865 + }, + "10": { + "Dice": 0.4528301886792453, + "FN": 122, + "FP": 81, + "IoU": 0.2926829268292683, + "TN": 2628193, + "TP": 84, + "n_pred": 165, + "n_ref": 206 + }, + "11": { + "Dice": 0.7710245596626147, + "FN": 1383, + "FP": 1386, + "IoU": 0.6273718207509084, + "TN": 2621049, + "TP": 4662, + "n_pred": 6048, + "n_ref": 6045 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 37, + "IoU": 0.0, + "TN": 2628443, + "TP": 0, + "n_pred": 37, + "n_ref": 0 + }, + "13": { + "Dice": 0.8727673881067451, + "FN": 2268, + "FP": 154, + "IoU": 0.774256687482524, + "TN": 2617751, + "TP": 8307, + "n_pred": 8461, + "n_ref": 10575 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9414539829853055, + "FN": 1977, + "FP": 1051, + "IoU": 0.8893840870899393, + "TN": 2601106, + "TP": 24346, + "n_pred": 25397, + "n_ref": 26323 + }, + "3": { + "Dice": 0.9114575779550399, + "FN": 312, + "FP": 2130, + "IoU": 0.8373192991806009, + "TN": 2613469, + "TP": 12569, + "n_pred": 14699, + "n_ref": 12881 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8856453558504221, + "FN": 780, + "FP": 168, + "IoU": 0.7947607707295952, + "TN": 2623861, + "TP": 3671, + "n_pred": 3839, + "n_ref": 4451 + }, + "6": { + "Dice": 0.9836920421143068, + "FN": 1493, + "FP": 6707, + "IoU": 0.967907448211623, + "TN": 2372969, + "TP": 247311, + "n_pred": 254018, + "n_ref": 248804 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 206, + "IoU": 0.0, + "TN": 2628274, + "TP": 0, + "n_pred": 206, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9262151254606071, + "FN": 1119, + "FP": 563, + "IoU": 0.8625704714437454, + "TN": 2616241, + "TP": 10557, + "n_pred": 11120, + "n_ref": 11676 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0214.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0214.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9777725799905064, + "FN": 1835, + "FP": 1396, + "IoU": 0.9565117906751373, + "TN": 977096, + "TP": 71065, + "n_pred": 72461, + "n_ref": 72900 + }, + "10": { + "Dice": 0.8834523471939367, + "FN": 74, + "FP": 4447, + "IoU": 0.7912356852604359, + "TN": 1029736, + "TP": 17135, + "n_pred": 21582, + "n_ref": 17209 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 90, + "FP": 0, + "IoU": 0.0, + "TN": 1051302, + "TP": 0, + "n_pred": 0, + "n_ref": 90 + }, + "13": { + "Dice": 0.7566323024054983, + "FN": 5050, + "FP": 2032, + "IoU": 0.6085346304792438, + "TN": 1033301, + "TP": 11009, + "n_pred": 13041, + "n_ref": 16059 + }, + "14": { + "Dice": 0.042767806833611983, + "FN": 207258, + "FP": 0, + "IoU": 0.021851166654081402, + "TN": 839504, + "TP": 4630, + "n_pred": 4630, + "n_ref": 211888 + }, + "15": { + "Dice": 0.0, + "FN": 2220, + "FP": 0, + "IoU": 0.0, + "TN": 1049172, + "TP": 0, + "n_pred": 0, + "n_ref": 2220 + }, + "2": { + "Dice": 0.9563185443668993, + "FN": 902, + "FP": 500, + "IoU": 0.9162935100603021, + "TN": 1034643, + "TP": 15347, + "n_pred": 15847, + "n_ref": 16249 + }, + "3": { + "Dice": 0.9627080908768911, + "FN": 372, + "FP": 365, + "IoU": 0.9280975609756098, + "TN": 1041142, + "TP": 9513, + "n_pred": 9878, + "n_ref": 9885 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 25328, + "IoU": 0.0, + "TN": 1026064, + "TP": 0, + "n_pred": 25328, + "n_ref": 0 + }, + "7": { + "Dice": 0.10443985694763469, + "FN": 313, + "FP": 30488, + "IoU": 0.05509709482467712, + "TN": 1018795, + "TP": 1796, + "n_pred": 32284, + "n_ref": 2109 + }, + "8": { + "Dice": 0.9584138281647179, + "FN": 113, + "FP": 296, + "IoU": 0.9201483795392424, + "TN": 1046270, + "TP": 4713, + "n_pred": 5009, + "n_ref": 4826 + }, + "9": { + "Dice": 0.9346307776818645, + "FN": 223, + "FP": 2276, + "IoU": 0.8772834413671184, + "TN": 1031028, + "TP": 17865, + "n_pred": 20141, + "n_ref": 18088 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0268.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0268.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9471607571314317, + "FN": 793, + "FP": 1189, + "IoU": 0.8996252405550491, + "TN": 2083038, + "TP": 17764, + "n_pred": 18953, + "n_ref": 18557 + }, + "10": { + "Dice": 0.8009672802645216, + "FN": 837, + "FP": 3196, + "IoU": 0.6680111952584787, + "TN": 2090636, + "TP": 8115, + "n_pred": 11311, + "n_ref": 8952 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7238972640982692, + "FN": 1283, + "FP": 695, + "IoU": 0.5672719317436009, + "TN": 2098213, + "TP": 2593, + "n_pred": 3288, + "n_ref": 3876 + }, + "13": { + "Dice": 0.8776072821846554, + "FN": 756, + "FP": 1597, + "IoU": 0.7819074983779776, + "TN": 2091995, + "TP": 8436, + "n_pred": 10033, + "n_ref": 9192 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9709757143732511, + "FN": 1699, + "FP": 2564, + "IoU": 0.9435887256847956, + "TN": 2027214, + "TP": 71307, + "n_pred": 73871, + "n_ref": 73006 + }, + "3": { + "Dice": 0.973755611464654, + "FN": 1479, + "FP": 1713, + "IoU": 0.9488535307407585, + "TN": 2040375, + "TP": 59217, + "n_pred": 60930, + "n_ref": 60696 + }, + "4": { + "Dice": 0.5688442497824319, + "FN": 29036, + "FP": 1185, + "IoU": 0.397471938114321, + "TN": 2052627, + "TP": 19936, + "n_pred": 21121, + "n_ref": 48972 + }, + "5": { + "Dice": 0.8276388041488713, + "FN": 273, + "FP": 857, + "IoU": 0.7059588862867552, + "TN": 2098941, + "TP": 2713, + "n_pred": 3570, + "n_ref": 2986 + }, + "6": { + "Dice": 0.9461688908632103, + "FN": 4340, + "FP": 4385, + "IoU": 0.8978373125065864, + "TN": 2017381, + "TP": 76678, + "n_pred": 81063, + "n_ref": 81018 + }, + "7": { + "Dice": 0.3010599266204647, + "FN": 650, + "FP": 33640, + "IoU": 0.17720455908818236, + "TN": 2061109, + "TP": 7385, + "n_pred": 41025, + "n_ref": 8035 + }, + "8": { + "Dice": 0.9565855089469053, + "FN": 428, + "FP": 164, + "IoU": 0.9167838065785775, + "TN": 2095670, + "TP": 6522, + "n_pred": 6686, + "n_ref": 6950 + }, + "9": { + "Dice": 0.6417301896826804, + "FN": 176, + "FP": 1845, + "IoU": 0.4724614983033151, + "TN": 2098953, + "TP": 1810, + "n_pred": 3655, + "n_ref": 1986 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0273.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0273.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9080844753528329, + "FN": 1861, + "FP": 5329, + "IoU": 0.8316435244807643, + "TN": 1709613, + "TP": 35517, + "n_pred": 40846, + "n_ref": 37378 + }, + "10": { + "Dice": 0.8322981366459627, + "FN": 1398, + "FP": 681, + "IoU": 0.7127659574468085, + "TN": 1745082, + "TP": 5159, + "n_pred": 5840, + "n_ref": 6557 + }, + "11": { + "Dice": 0.0, + "FN": 1500, + "FP": 53, + "IoU": 0.0, + "TN": 1750767, + "TP": 0, + "n_pred": 53, + "n_ref": 1500 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 581, + "IoU": 0.0, + "TN": 1751739, + "TP": 0, + "n_pred": 581, + "n_ref": 0 + }, + "13": { + "Dice": 0.1880424300867888, + "FN": 2933, + "FP": 5487, + "IoU": 0.10377860564129857, + "TN": 1742925, + "TP": 975, + "n_pred": 6462, + "n_ref": 3908 + }, + "14": { + "Dice": 0.8993323506459724, + "FN": 6710, + "FP": 6061, + "IoU": 0.8170789349298881, + "TN": 1682503, + "TP": 57046, + "n_pred": 63107, + "n_ref": 63756 + }, + "15": { + "Dice": 0.7808395416330072, + "FN": 3216, + "FP": 4109, + "IoU": 0.6404731520565426, + "TN": 1731946, + "TP": 13049, + "n_pred": 17158, + "n_ref": 16265 + }, + "2": { + "Dice": 0.0, + "FN": 14830, + "FP": 0, + "IoU": 0.0, + "TN": 1737490, + "TP": 0, + "n_pred": 0, + "n_ref": 14830 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 21910, + "IoU": 0.0, + "TN": 1730410, + "TP": 0, + "n_pred": 21910, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 503, + "IoU": 0.0, + "TN": 1751817, + "TP": 0, + "n_pred": 503, + "n_ref": 0 + }, + "5": { + "Dice": 0.36879432624113473, + "FN": 166, + "FP": 12, + "IoU": 0.22608695652173913, + "TN": 1752090, + "TP": 52, + "n_pred": 64, + "n_ref": 218 + }, + "6": { + "Dice": 0.8870723191349744, + "FN": 5603, + "FP": 44820, + "IoU": 0.7970619604370837, + "TN": 1503855, + "TP": 198042, + "n_pred": 242862, + "n_ref": 203645 + }, + "7": { + "Dice": 0.8949607761948992, + "FN": 21914, + "FP": 25017, + "IoU": 0.8098905060701684, + "TN": 1505457, + "TP": 199932, + "n_pred": 224949, + "n_ref": 221846 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 881, + "IoU": 0.0, + "TN": 1751439, + "TP": 0, + "n_pred": 881, + "n_ref": 0 + }, + "9": { + "Dice": 0.809009009009009, + "FN": 14323, + "FP": 93, + "IoU": 0.6792738275340393, + "TN": 1707372, + "TP": 30532, + "n_pred": 30625, + "n_ref": 44855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0294.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0294.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9144954128440367, + "FN": 72, + "FP": 161, + "IoU": 0.8424611223799865, + "TN": 1400377, + "TP": 1246, + "n_pred": 1407, + "n_ref": 1318 + }, + "10": { + "Dice": 0.6983224787842905, + "FN": 6750, + "FP": 893, + "IoU": 0.5364788646976772, + "TN": 1385367, + "TP": 8846, + "n_pred": 9739, + "n_ref": 15596 + }, + "11": { + "Dice": 0.7183147632311978, + "FN": 86, + "FP": 1532, + "IoU": 0.5604455311056779, + "TN": 1398175, + "TP": 2063, + "n_pred": 3595, + "n_ref": 2149 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 400, + "IoU": 0.0, + "TN": 1401456, + "TP": 0, + "n_pred": 400, + "n_ref": 0 + }, + "14": { + "Dice": 0.2482758620689655, + "FN": 0, + "FP": 109, + "IoU": 0.14173228346456693, + "TN": 1401729, + "TP": 18, + "n_pred": 127, + "n_ref": 18 + }, + "15": { + "Dice": 0.5797642375042767, + "FN": 10189, + "FP": 3322, + "IoU": 0.40821689807717576, + "TN": 1379025, + "TP": 9320, + "n_pred": 12642, + "n_ref": 19509 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 43, + "IoU": 0.0, + "TN": 1401813, + "TP": 0, + "n_pred": 43, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9823721593846281, + "FN": 3338, + "FP": 3482, + "IoU": 0.9653550346957643, + "TN": 1205002, + "TP": 190034, + "n_pred": 193516, + "n_ref": 193372 + }, + "7": { + "Dice": 0.5407279029462738, + "FN": 334, + "FP": 3906, + "IoU": 0.37054631828978624, + "TN": 1395120, + "TP": 2496, + "n_pred": 6402, + "n_ref": 2830 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.6882154882154882, + "FN": 224, + "FP": 239, + "IoU": 0.5246406570841889, + "TN": 1400882, + "TP": 511, + "n_pred": 750, + "n_ref": 735 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0299.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0299.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9620392697209783, + "FN": 211, + "FP": 340, + "IoU": 0.9268551705827691, + "TN": 2095251, + "TP": 6982, + "n_pred": 7322, + "n_ref": 7193 + }, + "10": { + "Dice": 0.88755093037137, + "FN": 2430, + "FP": 6236, + "IoU": 0.7978351140764242, + "TN": 2059918, + "TP": 34200, + "n_pred": 40436, + "n_ref": 36630 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7404049561801148, + "FN": 801, + "FP": 58, + "IoU": 0.5878119001919386, + "TN": 2100700, + "TP": 1225, + "n_pred": 1283, + "n_ref": 2026 + }, + "13": { + "Dice": 0.9060040573788182, + "FN": 4737, + "FP": 1796, + "IoU": 0.8281603450996896, + "TN": 2064766, + "TP": 31485, + "n_pred": 33281, + "n_ref": 36222 + }, + "14": { + "Dice": 0.9556868893981426, + "FN": 1875, + "FP": 1799, + "IoU": 0.9151344359234963, + "TN": 2059492, + "TP": 39618, + "n_pred": 41417, + "n_ref": 41493 + }, + "15": { + "Dice": 0.8753976188312278, + "FN": 4416, + "FP": 2439, + "IoU": 0.7784063358655244, + "TN": 2071849, + "TP": 24080, + "n_pred": 26519, + "n_ref": 28496 + }, + "2": { + "Dice": 0.09635974304068523, + "FN": 844, + "FP": 0, + "IoU": 0.05061867266591676, + "TN": 2101895, + "TP": 45, + "n_pred": 45, + "n_ref": 889 + }, + "3": { + "Dice": 0.21460011626941283, + "FN": 9453, + "FP": 4, + "IoU": 0.12019722764908364, + "TN": 2092035, + "TP": 1292, + "n_pred": 1296, + "n_ref": 10745 + }, + "4": { + "Dice": 0.0, + "FN": 1060, + "FP": 0, + "IoU": 0.0, + "TN": 2101724, + "TP": 0, + "n_pred": 0, + "n_ref": 1060 + }, + "5": { + "Dice": 0.6071784646061814, + "FN": 663, + "FP": 125, + "IoU": 0.4359341445955619, + "TN": 2101387, + "TP": 609, + "n_pred": 734, + "n_ref": 1272 + }, + "6": { + "Dice": 0.9761499453473579, + "FN": 2518, + "FP": 12123, + "IoU": 0.9534110399383947, + "TN": 1788525, + "TP": 299618, + "n_pred": 311741, + "n_ref": 302136 + }, + "7": { + "Dice": 0.9281348420908491, + "FN": 8006, + "FP": 3540, + "IoU": 0.865906345814364, + "TN": 2016680, + "TP": 74558, + "n_pred": 78098, + "n_ref": 82564 + }, + "8": { + "Dice": 0.8931055351240631, + "FN": 8184, + "FP": 3297, + "IoU": 0.806856989048332, + "TN": 2043341, + "TP": 47962, + "n_pred": 51259, + "n_ref": 56146 + }, + "9": { + "Dice": 0.8552330022918259, + "FN": 1490, + "FP": 26, + "IoU": 0.7470804137470805, + "TN": 2096790, + "TP": 4478, + "n_pred": 4504, + "n_ref": 5968 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0320.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0320.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.952060228855546, + "FN": 237, + "FP": 5201, + "IoU": 0.90850662897907, + "TN": 1167188, + "TP": 53998, + "n_pred": 59199, + "n_ref": 54235 + }, + "10": { + "Dice": 0.8752718676122931, + "FN": 2300, + "FP": 2976, + "IoU": 0.77820749957962, + "TN": 1202836, + "TP": 18512, + "n_pred": 21488, + "n_ref": 20812 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7292384937238494, + "FN": 4624, + "FP": 3465, + "IoU": 0.5738594457907491, + "TN": 1207642, + "TP": 10893, + "n_pred": 14358, + "n_ref": 15517 + }, + "14": { + "Dice": 0.9586409254863849, + "FN": 718, + "FP": 1495, + "IoU": 0.9205671213208901, + "TN": 1198764, + "TP": 25647, + "n_pred": 27142, + "n_ref": 26365 + }, + "15": { + "Dice": 0.684102423661509, + "FN": 16950, + "FP": 6120, + "IoU": 0.5198751300728408, + "TN": 1178574, + "TP": 24980, + "n_pred": 31100, + "n_ref": 41930 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9692975490974538, + "FN": 326, + "FP": 834, + "IoU": 0.9404242206358173, + "TN": 1207153, + "TP": 18311, + "n_pred": 19145, + "n_ref": 18637 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 448, + "IoU": 0.0, + "TN": 1226176, + "TP": 0, + "n_pred": 448, + "n_ref": 0 + }, + "7": { + "Dice": 0.9521382212607059, + "FN": 832, + "FP": 783, + "IoU": 0.908648679223938, + "TN": 1208945, + "TP": 16064, + "n_pred": 16847, + "n_ref": 16896 + }, + "8": { + "Dice": 0.9525362478515711, + "FN": 789, + "FP": 288, + "IoU": 0.9093739481656008, + "TN": 1214740, + "TP": 10807, + "n_pred": 11095, + "n_ref": 11596 + }, + "9": { + "Dice": 0.9554537675542357, + "FN": 525, + "FP": 360, + "IoU": 0.9147070161912105, + "TN": 1216248, + "TP": 9491, + "n_pred": 9851, + "n_ref": 10016 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0321.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0321.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5387038274315167, + "FN": 25602, + "FP": 3396, + "IoU": 0.36864794252122796, + "TN": 2757782, + "TP": 16932, + "n_pred": 20328, + "n_ref": 42534 + }, + "10": { + "Dice": 0.7725181584957946, + "FN": 12834, + "FP": 8181, + "IoU": 0.6293520053617412, + "TN": 2747014, + "TP": 35683, + "n_pred": 43864, + "n_ref": 48517 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 9, + "IoU": 0.0, + "TN": 2803703, + "TP": 0, + "n_pred": 9, + "n_ref": 0 + }, + "13": { + "Dice": 0.349180659518511, + "FN": 2426, + "FP": 791, + "IoU": 0.21151960784313725, + "TN": 2799632, + "TP": 863, + "n_pred": 1654, + "n_ref": 3289 + }, + "14": { + "Dice": 0.7361384514435696, + "FN": 5054, + "FP": 1380, + "IoU": 0.5824518138750081, + "TN": 2788303, + "TP": 8975, + "n_pred": 10355, + "n_ref": 14029 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 1445, + "IoU": 0.0, + "TN": 2802267, + "TP": 0, + "n_pred": 1445, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 16, + "IoU": 0.0, + "TN": 2803696, + "TP": 0, + "n_pred": 16, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 38909, + "IoU": 0.0, + "TN": 2764803, + "TP": 0, + "n_pred": 38909, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 520, + "IoU": 0.0, + "TN": 2803192, + "TP": 0, + "n_pred": 520, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.5931215945394477, + "FN": 29230, + "FP": 149838, + "IoU": 0.42158696319266115, + "TN": 2494127, + "TP": 130517, + "n_pred": 280355, + "n_ref": 159747 + }, + "7": { + "Dice": 0.6356422521564326, + "FN": 22378, + "FP": 43053, + "IoU": 0.4658911881147708, + "TN": 2681207, + "TP": 57074, + "n_pred": 100127, + "n_ref": 79452 + }, + "8": { + "Dice": 0.9458472615068141, + "FN": 1526, + "FP": 580, + "IoU": 0.8972582690994243, + "TN": 2783214, + "TP": 18392, + "n_pred": 18972, + "n_ref": 19918 + }, + "9": { + "Dice": 0.9204665959703076, + "FN": 2157, + "FP": 93, + "IoU": 0.8526522593320236, + "TN": 2788442, + "TP": 13020, + "n_pred": 13113, + "n_ref": 15177 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0349.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0349.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8626079584591745, + "FN": 40, + "FP": 2553, + "IoU": 0.7584086462312494, + "TN": 1741587, + "TP": 8140, + "n_pred": 10693, + "n_ref": 8180 + }, + "10": { + "Dice": 0.6044660438225313, + "FN": 7175, + "FP": 2266, + "IoU": 0.4331432002401681, + "TN": 1735665, + "TP": 7214, + "n_pred": 9480, + "n_ref": 14389 + }, + "11": { + "Dice": 0.3292181069958848, + "FN": 200, + "FP": 126, + "IoU": 0.19704433497536947, + "TN": 1751914, + "TP": 80, + "n_pred": 206, + "n_ref": 280 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9470700166983806, + "FN": 2716, + "FP": 5462, + "IoU": 0.8994615327874899, + "TN": 1670978, + "TP": 73164, + "n_pred": 78626, + "n_ref": 75880 + }, + "3": { + "Dice": 0.9531062030624043, + "FN": 2035, + "FP": 1980, + "IoU": 0.9104134591784367, + "TN": 1707503, + "TP": 40802, + "n_pred": 42782, + "n_ref": 42837 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9098708786054207, + "FN": 5361, + "FP": 5207, + "IoU": 0.8346450532772136, + "TN": 1688409, + "TP": 53343, + "n_pred": 58550, + "n_ref": 58704 + }, + "7": { + "Dice": 0.42438911176685123, + "FN": 15296, + "FP": 2065, + "IoU": 0.2693489331257102, + "TN": 1728559, + "TP": 6400, + "n_pred": 8465, + "n_ref": 21696 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0358.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0358.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6064516129032258, + "FN": 35, + "FP": 26, + "IoU": 0.4351851851851852, + "TN": 2102676, + "TP": 47, + "n_pred": 73, + "n_ref": 82 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 129, + "IoU": 0.0, + "TN": 2102655, + "TP": 0, + "n_pred": 129, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 233, + "FP": 648, + "IoU": 0.0, + "TN": 2101903, + "TP": 0, + "n_pred": 648, + "n_ref": 233 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 38913, + "IoU": 0.0, + "TN": 2063871, + "TP": 0, + "n_pred": 38913, + "n_ref": 0 + }, + "2": { + "Dice": 0.5934065934065934, + "FN": 5, + "FP": 32, + "IoU": 0.421875, + "TN": 2102720, + "TP": 27, + "n_pred": 59, + "n_ref": 32 + }, + "3": { + "Dice": 0.9406005221932114, + "FN": 72, + "FP": 110, + "IoU": 0.8878619839802834, + "TN": 2101161, + "TP": 1441, + "n_pred": 1551, + "n_ref": 1513 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8628133256008763, + "FN": 175, + "FP": 1954, + "IoU": 0.7587262012692656, + "TN": 2093960, + "TP": 6695, + "n_pred": 8649, + "n_ref": 6870 + }, + "6": { + "Dice": 0.6567091877926692, + "FN": 829, + "FP": 24683, + "IoU": 0.4888808751051809, + "TN": 2052870, + "TP": 24402, + "n_pred": 49085, + "n_ref": 25231 + }, + "7": { + "Dice": 0.9577327280641751, + "FN": 26058, + "FP": 1130, + "IoU": 0.9188936022958468, + "TN": 1767570, + "TP": 308026, + "n_pred": 309156, + "n_ref": 334084 + }, + "8": { + "Dice": 0.9525733675240241, + "FN": 2032, + "FP": 1630, + "IoU": 0.9094416143231614, + "TN": 2062346, + "TP": 36776, + "n_pred": 38406, + "n_ref": 38808 + }, + "9": { + "Dice": 0.6775909768035753, + "FN": 1321, + "FP": 194, + "IoU": 0.5123913743160605, + "TN": 2099677, + "TP": 1592, + "n_pred": 1786, + "n_ref": 2913 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0379.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0379.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9451971688574318, + "FN": 175, + "FP": 96, + "IoU": 0.8960889570552147, + "TN": 1574480, + "TP": 2337, + "n_pred": 2433, + "n_ref": 2512 + }, + "10": { + "Dice": 0.0087450312322544, + "FN": 3073, + "FP": 14383, + "IoU": 0.004391718473735242, + "TN": 1559555, + "TP": 77, + "n_pred": 14460, + "n_ref": 3150 + }, + "11": { + "Dice": 0.6405867970660146, + "FN": 41, + "FP": 106, + "IoU": 0.4712230215827338, + "TN": 1576810, + "TP": 131, + "n_pred": 237, + "n_ref": 172 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.18218109236073307, + "FN": 12467, + "FP": 5561, + "IoU": 0.10021960471151926, + "TN": 1557052, + "TP": 2008, + "n_pred": 7569, + "n_ref": 14475 + }, + "14": { + "Dice": 0.7751354797577303, + "FN": 1717, + "FP": 1810, + "IoU": 0.6328336456381428, + "TN": 1567482, + "TP": 6079, + "n_pred": 7889, + "n_ref": 7796 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 235, + "IoU": 0.0, + "TN": 1576853, + "TP": 0, + "n_pred": 235, + "n_ref": 0 + }, + "2": { + "Dice": 0.7896899941832191, + "FN": 19809, + "FP": 2246, + "IoU": 0.6524691941634364, + "TN": 1513626, + "TP": 41407, + "n_pred": 43653, + "n_ref": 61216 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 13073, + "IoU": 0.0, + "TN": 1564015, + "TP": 0, + "n_pred": 13073, + "n_ref": 0 + }, + "4": { + "Dice": 0.6570207319024435, + "FN": 44601, + "FP": 414, + "IoU": 0.48922626544575687, + "TN": 1488957, + "TP": 43116, + "n_pred": 43530, + "n_ref": 87717 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8791988829633457, + "FN": 10934, + "FP": 8705, + "IoU": 0.7844379074923715, + "TN": 1485982, + "TP": 71467, + "n_pred": 80172, + "n_ref": 82401 + }, + "7": { + "Dice": 0.7350750124472752, + "FN": 4282, + "FP": 52120, + "IoU": 0.5811214259190494, + "TN": 1442438, + "TP": 78248, + "n_pred": 130368, + "n_ref": 82530 + }, + "8": { + "Dice": 0.8145827984595635, + "FN": 275, + "FP": 3336, + "IoU": 0.6871697132461232, + "TN": 1565545, + "TP": 7932, + "n_pred": 11268, + "n_ref": 8207 + }, + "9": { + "Dice": 0.7931994550085896, + "FN": 2204, + "FP": 1287, + "IoU": 0.6572746907520126, + "TN": 1566902, + "TP": 6695, + "n_pred": 7982, + "n_ref": 8899 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0388.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0388.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9579438560106659, + "FN": 1490, + "FP": 1349, + "IoU": 0.9192823837143183, + "TN": 1541916, + "TP": 32333, + "n_pred": 33682, + "n_ref": 33823 + }, + "10": { + "Dice": 0.6087966804979253, + "FN": 784, + "FP": 1573, + "IoU": 0.43760439036029586, + "TN": 1572897, + "TP": 1834, + "n_pred": 3407, + "n_ref": 2618 + }, + "11": { + "Dice": 0.5975609756097561, + "FN": 47, + "FP": 283, + "IoU": 0.4260869565217391, + "TN": 1576513, + "TP": 245, + "n_pred": 528, + "n_ref": 292 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8177462836016329, + "FN": 7820, + "FP": 4011, + "IoU": 0.6916842571599823, + "TN": 1538715, + "TP": 26542, + "n_pred": 30553, + "n_ref": 34362 + }, + "14": { + "Dice": 0.9499823315879083, + "FN": 927, + "FP": 2187, + "IoU": 0.9047298537600196, + "TN": 1544402, + "TP": 29572, + "n_pred": 31759, + "n_ref": 30499 + }, + "15": { + "Dice": 0.9196423733405581, + "FN": 2596, + "FP": 370, + "IoU": 0.8512388404052563, + "TN": 1557150, + "TP": 16972, + "n_pred": 17342, + "n_ref": 19568 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.3890658174097665, + "FN": 1541, + "FP": 761, + "IoU": 0.2415156507413509, + "TN": 1574053, + "TP": 733, + "n_pred": 1494, + "n_ref": 2274 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9647785104479557, + "FN": 3645, + "FP": 2300, + "IoU": 0.931953712500143, + "TN": 1489721, + "TP": 81422, + "n_pred": 83722, + "n_ref": 85067 + }, + "7": { + "Dice": 0.8024642810329008, + "FN": 31650, + "FP": 1504, + "IoU": 0.6700963222416813, + "TN": 1476592, + "TP": 67342, + "n_pred": 68846, + "n_ref": 98992 + }, + "8": { + "Dice": 0.9285177531467218, + "FN": 577, + "FP": 945, + "IoU": 0.8665731568335233, + "TN": 1565681, + "TP": 9885, + "n_pred": 10830, + "n_ref": 10462 + }, + "9": { + "Dice": 0.7389656280115644, + "FN": 2459, + "FP": 1604, + "IoU": 0.5859995924189932, + "TN": 1567274, + "TP": 5751, + "n_pred": 7355, + "n_ref": 8210 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0392.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0392.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7052341597796143, + "FN": 214, + "FP": 0, + "IoU": 0.5446808510638298, + "TN": 1927082, + "TP": 256, + "n_pred": 256, + "n_ref": 470 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 1927549, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "12": { + "Dice": 0.6906105695228322, + "FN": 584, + "FP": 19, + "IoU": 0.5274294670846394, + "TN": 1926276, + "TP": 673, + "n_pred": 692, + "n_ref": 1257 + }, + "13": { + "Dice": 0.7796648044692738, + "FN": 1954, + "FP": 18, + "IoU": 0.6388939754623695, + "TN": 1922091, + "TP": 3489, + "n_pred": 3507, + "n_ref": 5443 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 17, + "IoU": 0.0, + "TN": 1927535, + "TP": 0, + "n_pred": 17, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9538135925374305, + "FN": 683, + "FP": 5209, + "IoU": 0.911705204477679, + "TN": 1860821, + "TP": 60839, + "n_pred": 66048, + "n_ref": 61522 + }, + "3": { + "Dice": 0.9488215794014804, + "FN": 973, + "FP": 1281, + "IoU": 0.9026265768100916, + "TN": 1904404, + "TP": 20894, + "n_pred": 22175, + "n_ref": 21867 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.89593254742759, + "FN": 1588, + "FP": 1078, + "IoU": 0.8114835242539952, + "TN": 1913410, + "TP": 11476, + "n_pred": 12554, + "n_ref": 13064 + }, + "6": { + "Dice": 0.9152125381566358, + "FN": 1229, + "FP": 632, + "IoU": 0.8436791264174717, + "TN": 1915647, + "TP": 10044, + "n_pred": 10676, + "n_ref": 11273 + }, + "7": { + "Dice": 0.372947109789215, + "FN": 539, + "FP": 9159, + "IoU": 0.22921634080432363, + "TN": 1914970, + "TP": 2884, + "n_pred": 12043, + "n_ref": 3423 + }, + "8": { + "Dice": 0.9501257018983245, + "FN": 2873, + "FP": 440, + "IoU": 0.9049899627186694, + "TN": 1892682, + "TP": 31557, + "n_pred": 31997, + "n_ref": 34430 + }, + "9": { + "Dice": 0.8964007007485268, + "FN": 4059, + "FP": 1145, + "IoU": 0.8122519662313298, + "TN": 1899834, + "TP": 22514, + "n_pred": 23659, + "n_ref": 26573 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0402.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0402.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": 0.5446623845648373, + "FN": 3530.226666666667, + "FP": 2314.237777777778, + "IoU": 0.46603642130778666, + "TN": 1696700.4288888888, + "TP": 14728.706666666667, + "n_pred": 17042.944444444445, + "n_ref": 18258.933333333334 + }, + "mean": { + "1": { + "Dice": 0.6162690036070873, + "FN": 1458.8, + "FP": 1183.7333333333333, + "IoU": 0.5756100792587071, + "TN": 1698931.6666666667, + "TP": 15699.4, + "n_pred": 16883.133333333335, + "n_ref": 17158.2 + }, + "10": { + "Dice": 0.5821938714802494, + "FN": 1625.7333333333333, + "FP": 2602.4, + "IoU": 0.47151891318409606, + "TN": 1707937.5333333334, + "TP": 5107.933333333333, + "n_pred": 7710.333333333333, + "n_ref": 6733.666666666667 + }, + "11": { + "Dice": 0.3658761906108202, + "FN": 160.76666666666668, + "FP": 97.5, + "IoU": 0.27556170245094325, + "TN": 1716804.3333333333, + "TP": 211.0, + "n_pred": 308.5, + "n_ref": 371.76666666666665 + }, + "12": { + "Dice": 0.21049364156228484, + "FN": 70.96666666666667, + "FP": 141.8, + "IoU": 0.14959465328447427, + "TN": 1716957.0666666667, + "TP": 103.76666666666667, + "n_pred": 245.56666666666666, + "n_ref": 174.73333333333332 + }, + "13": { + "Dice": 0.2776448662753326, + "FN": 3497.3333333333335, + "FP": 1702.1, + "IoU": 0.19108921490484815, + "TN": 1710093.4333333333, + "TP": 1980.7333333333333, + "n_pred": 3682.8333333333335, + "n_ref": 5478.066666666667 + }, + "14": { + "Dice": 0.6319211050707944, + "FN": 1371.3, + "FP": 2351.133333333333, + "IoU": 0.547856372790892, + "TN": 1705814.4333333333, + "TP": 7736.733333333334, + "n_pred": 10087.866666666667, + "n_ref": 9108.033333333333 + }, + "15": { + "Dice": 0.4060228508984998, + "FN": 1696.9333333333334, + "FP": 2046.7, + "IoU": 0.33111781083090364, + "TN": 1708807.4, + "TP": 4722.566666666667, + "n_pred": 6769.266666666666, + "n_ref": 6419.5 + }, + "2": { + "Dice": 0.5403464889629668, + "FN": 1758.3, + "FP": 1590.1333333333334, + "IoU": 0.46903242044834287, + "TN": 1705149.6666666667, + "TP": 8775.5, + "n_pred": 10365.633333333333, + "n_ref": 10533.8 + }, + "3": { + "Dice": 0.6024938461824099, + "FN": 1172.7666666666667, + "FP": 3993.766666666667, + "IoU": 0.5601367927977511, + "TN": 1694528.4333333333, + "TP": 17578.633333333335, + "n_pred": 21572.4, + "n_ref": 18751.4 + }, + "4": { + "Dice": 0.45329940571567756, + "FN": 2186.266666666667, + "FP": 769.6, + "IoU": 0.3838554903684585, + "TN": 1708077.1333333333, + "TP": 6240.6, + "n_pred": 7010.2, + "n_ref": 8426.866666666667 + }, + "5": { + "Dice": 0.45902303925235627, + "FN": 1097.8333333333333, + "FP": 434.23333333333335, + "IoU": 0.3432260712800233, + "TN": 1714306.3666666667, + "TP": 1435.1666666666667, + "n_pred": 1869.4, + "n_ref": 2533.0 + }, + "6": { + "Dice": 0.9010652471072131, + "FN": 18414.666666666668, + "FP": 6852.6, + "IoU": 0.8416122214771828, + "TN": 1587320.4, + "TP": 104685.93333333333, + "n_pred": 111538.53333333334, + "n_ref": 123100.6 + }, + "7": { + "Dice": 0.6004982070580349, + "FN": 15434.533333333333, + "FP": 7756.8, + "IoU": 0.5084174049762454, + "TN": 1664403.8, + "TP": 29678.466666666667, + "n_pred": 37435.26666666667, + "n_ref": 45113.0 + }, + "8": { + "Dice": 0.7812910670461166, + "FN": 911.1333333333333, + "FP": 1715.5333333333333, + "IoU": 0.7157412991513106, + "TN": 1703359.0333333334, + "TP": 11287.9, + "n_pred": 13003.433333333332, + "n_ref": 12199.033333333333 + }, + "9": { + "Dice": 0.7414969376427155, + "FN": 2096.0666666666666, + "FP": 1475.5333333333333, + "IoU": 0.6261758724126212, + "TN": 1708015.7333333334, + "TP": 5686.266666666666, + "n_pred": 7161.8, + "n_ref": 7782.333333333333 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.8681089912511858, + "FN": 3209, + "FP": 6801, + "IoU": 0.7669545782599586, + "TN": 2585527, + "TP": 32943, + "n_pred": 39744, + "n_ref": 36152 + }, + "10": { + "Dice": 0.0, + "FN": 1811, + "FP": 23656, + "IoU": 0.0, + "TN": 2603013, + "TP": 0, + "n_pred": 23656, + "n_ref": 1811 + }, + "11": { + "Dice": 0.46089385474860334, + "FN": 1354, + "FP": 190, + "IoU": 0.29945553539019965, + "TN": 2626276, + "TP": 660, + "n_pred": 850, + "n_ref": 2014 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 73, + "IoU": 0.0, + "TN": 2628407, + "TP": 0, + "n_pred": 73, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 765, + "FP": 2877, + "IoU": 0.0, + "TN": 2624838, + "TP": 0, + "n_pred": 2877, + "n_ref": 765 + }, + "14": { + "Dice": 0.9235282051282051, + "FN": 7260, + "FP": 196, + "IoU": 0.8579214146880597, + "TN": 2576002, + "TP": 45022, + "n_pred": 45218, + "n_ref": 52282 + }, + "15": { + "Dice": 0.9138646970198067, + "FN": 1444, + "FP": 3244, + "IoU": 0.8413912102040126, + "TN": 2598923, + "TP": 24869, + "n_pred": 28113, + "n_ref": 26313 + }, + "2": { + "Dice": 0.9166488839571508, + "FN": 628, + "FP": 1325, + "IoU": 0.8461235423889064, + "TN": 2615788, + "TP": 10739, + "n_pred": 12064, + "n_ref": 11367 + }, + "3": { + "Dice": 0.9476362188350331, + "FN": 2777, + "FP": 1957, + "IoU": 0.900483498002943, + "TN": 2580910, + "TP": 42836, + "n_pred": 44793, + "n_ref": 45613 + }, + "4": { + "Dice": 0.0, + "FN": 3991, + "FP": 947, + "IoU": 0.0, + "TN": 2623542, + "TP": 0, + "n_pred": 947, + "n_ref": 3991 + }, + "5": { + "Dice": 0.7822397146546953, + "FN": 3216, + "FP": 325, + "IoU": 0.6423593576406423, + "TN": 2618579, + "TP": 6360, + "n_pred": 6685, + "n_ref": 9576 + }, + "6": { + "Dice": 0.8623687530798014, + "FN": 91495, + "FP": 10171, + "IoU": 0.7580389123579461, + "TN": 2208305, + "TP": 318509, + "n_pred": 328680, + "n_ref": 410004 + }, + "7": { + "Dice": 0.7599216119792975, + "FN": 7096, + "FP": 16793, + "IoU": 0.6128012707262914, + "TN": 2566783, + "TP": 37808, + "n_pred": 54601, + "n_ref": 44904 + }, + "8": { + "Dice": 0.9530783668194824, + "FN": 875, + "FP": 2175, + "IoU": 0.9103626638452947, + "TN": 2594454, + "TP": 30976, + "n_pred": 33151, + "n_ref": 31851 + }, + "9": { + "Dice": 0.2846908480702207, + "FN": 29606, + "FP": 14726, + "IoU": 0.1659705760620085, + "TN": 2575326, + "TP": 8822, + "n_pred": 23548, + "n_ref": 38428 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0006.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0006.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9527953428882221, + "FN": 1460, + "FP": 2489, + "IoU": 0.9098463575554185, + "TN": 1358053, + "TP": 39854, + "n_pred": 42343, + "n_ref": 41314 + }, + "10": { + "Dice": 0.7142805377396094, + "FN": 5024, + "FP": 10746, + "IoU": 0.5555492925990643, + "TN": 1366374, + "TP": 19712, + "n_pred": 30458, + "n_ref": 24736 + }, + "11": { + "Dice": 0.08187134502923976, + "FN": 157, + "FP": 0, + "IoU": 0.042682926829268296, + "TN": 1401692, + "TP": 7, + "n_pred": 7, + "n_ref": 164 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 1401855, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "13": { + "Dice": 0.32387376535774515, + "FN": 10712, + "FP": 3321, + "IoU": 0.1932275497297919, + "TN": 1384462, + "TP": 3361, + "n_pred": 6682, + "n_ref": 14073 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9346643326867579, + "FN": 642, + "FP": 739, + "IoU": 0.8773425703881339, + "TN": 1390597, + "TP": 9878, + "n_pred": 10617, + "n_ref": 10520 + }, + "3": { + "Dice": 0.9614437734256459, + "FN": 1987, + "FP": 1850, + "IoU": 0.9257503338042069, + "TN": 1350179, + "TP": 47840, + "n_pred": 49690, + "n_ref": 49827 + }, + "4": { + "Dice": 0.0, + "FN": 101, + "FP": 878, + "IoU": 0.0, + "TN": 1400877, + "TP": 0, + "n_pred": 878, + "n_ref": 101 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9751109821924028, + "FN": 1150, + "FP": 6744, + "IoU": 0.9514308039697043, + "TN": 1239325, + "TP": 154637, + "n_pred": 161381, + "n_ref": 155787 + }, + "7": { + "Dice": 0.8967708074362587, + "FN": 10195, + "FP": 1016, + "IoU": 0.8128599328959888, + "TN": 1341949, + "TP": 48696, + "n_pred": 49712, + "n_ref": 58891 + }, + "8": { + "Dice": 0.896294570030296, + "FN": 890, + "FP": 445, + "IoU": 0.8120777027027027, + "TN": 1394752, + "TP": 5769, + "n_pred": 6214, + "n_ref": 6659 + }, + "9": { + "Dice": 0.9490090257746348, + "FN": 570, + "FP": 526, + "IoU": 0.9029659141212926, + "TN": 1390561, + "TP": 10199, + "n_pred": 10725, + "n_ref": 10769 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0011.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0011.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 1051391, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0066518847006651885, + "FN": 896, + "FP": 0, + "IoU": 0.0033370411568409346, + "TN": 1050493, + "TP": 3, + "n_pred": 3, + "n_ref": 899 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.4623115577889447, + "FN": 560, + "FP": 510, + "IoU": 0.3006535947712418, + "TN": 1049862, + "TP": 460, + "n_pred": 970, + "n_ref": 1020 + }, + "14": { + "Dice": 0.7988289511766147, + "FN": 1029, + "FP": 17043, + "IoU": 0.6650417956369432, + "TN": 997439, + "TP": 35881, + "n_pred": 52924, + "n_ref": 36910 + }, + "15": { + "Dice": 0.5949067631505706, + "FN": 6445, + "FP": 5199, + "IoU": 0.42339308705556106, + "TN": 1031198, + "TP": 8550, + "n_pred": 13749, + "n_ref": 14995 + }, + "2": { + "Dice": 0.8491972750226288, + "FN": 5204, + "FP": 20120, + "IoU": 0.7379173307391386, + "TN": 954766, + "TP": 71302, + "n_pred": 91422, + "n_ref": 76506 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 26041, + "IoU": 0.0, + "TN": 1025351, + "TP": 0, + "n_pred": 26041, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9660250801983086, + "FN": 1027, + "FP": 2701, + "IoU": 0.9342828938090537, + "TN": 994664, + "TP": 53000, + "n_pred": 55701, + "n_ref": 54027 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8260869565217391, + "FN": 0, + "FP": 8, + "IoU": 0.7037037037037037, + "TN": 1051365, + "TP": 19, + "n_pred": 27, + "n_ref": 19 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0016.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0016.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9636470205144904, + "FN": 434, + "FP": 2357, + "IoU": 0.9298444059020184, + "TN": 1537305, + "TP": 36992, + "n_pred": 39349, + "n_ref": 37426 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1117, + "IoU": 0.0, + "TN": 1575971, + "TP": 0, + "n_pred": 1117, + "n_ref": 0 + }, + "14": { + "Dice": 0.9342969600085974, + "FN": 2272, + "FP": 2619, + "IoU": 0.8766954066454898, + "TN": 1537422, + "TP": 34775, + "n_pred": 37394, + "n_ref": 37047 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 14533, + "IoU": 0.0, + "TN": 1562555, + "TP": 0, + "n_pred": 14533, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.964463855277917, + "FN": 3557, + "FP": 910, + "IoU": 0.9313666743489283, + "TN": 1512003, + "TP": 60618, + "n_pred": 61528, + "n_ref": 64175 + }, + "7": { + "Dice": 0.6851599481579957, + "FN": 55790, + "FP": 811, + "IoU": 0.5210975640711064, + "TN": 1458899, + "TP": 61588, + "n_pred": 62399, + "n_ref": 117378 + }, + "8": { + "Dice": 0.4716417910447761, + "FN": 124, + "FP": 53, + "IoU": 0.30859375, + "TN": 1576832, + "TP": 79, + "n_pred": 132, + "n_ref": 203 + }, + "9": { + "Dice": 0.6989865082951391, + "FN": 3474, + "FP": 1189, + "IoU": 0.5372630743276768, + "TN": 1567011, + "TP": 5414, + "n_pred": 6603, + "n_ref": 8888 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0049.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0049.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9499673363280645, + "FN": 3236, + "FP": 4193, + "IoU": 0.9047026527784904, + "TN": 2024828, + "TP": 70527, + "n_pred": 74720, + "n_ref": 73763 + }, + "10": { + "Dice": 0.5403913095666787, + "FN": 3159, + "FP": 670, + "IoU": 0.37023026315789476, + "TN": 2096704, + "TP": 2251, + "n_pred": 2921, + "n_ref": 5410 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.21720834452502463, + "FN": 24437, + "FP": 10535, + "IoU": 0.12183607874648453, + "TN": 2062960, + "TP": 4852, + "n_pred": 15387, + "n_ref": 29289 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 20, + "FP": 0, + "IoU": 0.0, + "TN": 2102764, + "TP": 0, + "n_pred": 0, + "n_ref": 20 + }, + "2": { + "Dice": 0.5402500424280138, + "FN": 14077, + "FP": 2177, + "IoU": 0.3700976592776314, + "TN": 2076980, + "TP": 9550, + "n_pred": 11727, + "n_ref": 23627 + }, + "3": { + "Dice": 0.8038747061290984, + "FN": 1802, + "FP": 18303, + "IoU": 0.6720656358060938, + "TN": 2041476, + "TP": 41203, + "n_pred": 59506, + "n_ref": 43005 + }, + "4": { + "Dice": 0.8897683155917345, + "FN": 6159, + "FP": 2643, + "IoU": 0.8014257997563506, + "TN": 2058458, + "TP": 35524, + "n_pred": 38167, + "n_ref": 41683 + }, + "5": { + "Dice": 0.5040224871571193, + "FN": 2247, + "FP": 2870, + "IoU": 0.33691849164182974, + "TN": 2095067, + "TP": 2600, + "n_pred": 5470, + "n_ref": 4847 + }, + "6": { + "Dice": 0.9286714067528283, + "FN": 4043, + "FP": 13844, + "IoU": 0.8668408671312012, + "TN": 1968456, + "TP": 116441, + "n_pred": 130285, + "n_ref": 120484 + }, + "7": { + "Dice": 0.25877042343359014, + "FN": 221831, + "FP": 4774, + "IoU": 0.1486136158701533, + "TN": 1836624, + "TP": 39555, + "n_pred": 44329, + "n_ref": 261386 + }, + "8": { + "Dice": 0.883598579508089, + "FN": 373, + "FP": 512, + "IoU": 0.7914703110273327, + "TN": 2098540, + "TP": 3359, + "n_pred": 3871, + "n_ref": 3732 + }, + "9": { + "Dice": 0.5846100479851998, + "FN": 1521, + "FP": 5664, + "IoU": 0.41303815047790216, + "TN": 2090543, + "TP": 5056, + "n_pred": 10720, + "n_ref": 6577 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0050.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0050.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 1051385, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 3038, + "FP": 2852, + "IoU": 0.0, + "TN": 1045502, + "TP": 0, + "n_pred": 2852, + "n_ref": 3038 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 147, + "FP": 0, + "IoU": 0.0, + "TN": 1051245, + "TP": 0, + "n_pred": 0, + "n_ref": 147 + }, + "13": { + "Dice": 0.6254635352286774, + "FN": 942, + "FP": 573, + "IoU": 0.4550359712230216, + "TN": 1048612, + "TP": 1265, + "n_pred": 1838, + "n_ref": 2207 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9087842586085735, + "FN": 310, + "FP": 339, + "IoU": 0.8328181349819681, + "TN": 1047510, + "TP": 3233, + "n_pred": 3572, + "n_ref": 3543 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9255854182016209, + "FN": 987, + "FP": 5982, + "IoU": 0.8614788312462731, + "TN": 1001082, + "TP": 43341, + "n_pred": 49323, + "n_ref": 44328 + }, + "7": { + "Dice": 0.917777296762423, + "FN": 2078, + "FP": 3240, + "IoU": 0.848048459911995, + "TN": 1016394, + "TP": 29680, + "n_pred": 32920, + "n_ref": 31758 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0054.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0054.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.5099526066350711, + "FN": 2370, + "FP": 215, + "IoU": 0.3422391857506361, + "TN": 2274086, + "TP": 1345, + "n_pred": 1560, + "n_ref": 3715 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 68, + "IoU": 0.0, + "TN": 2277948, + "TP": 0, + "n_pred": 68, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 1423, + "IoU": 0.0, + "TN": 2276593, + "TP": 0, + "n_pred": 1423, + "n_ref": 0 + }, + "13": { + "Dice": 0.294194446862216, + "FN": 6546, + "FP": 1563, + "IoU": 0.17246657822226757, + "TN": 2268217, + "TP": 1690, + "n_pred": 3253, + "n_ref": 8236 + }, + "14": { + "Dice": 0.5282465150403521, + "FN": 4699, + "FP": 1088, + "IoU": 0.3589232303090728, + "TN": 2268989, + "TP": 3240, + "n_pred": 4328, + "n_ref": 7939 + }, + "15": { + "Dice": 0.36614449380406827, + "FN": 2164, + "FP": 547, + "IoU": 0.22409845449341728, + "TN": 2274522, + "TP": 783, + "n_pred": 1330, + "n_ref": 2947 + }, + "2": { + "Dice": 0.8902524182931716, + "FN": 8555, + "FP": 1032, + "IoU": 0.8022116316973036, + "TN": 2229545, + "TP": 38884, + "n_pred": 39916, + "n_ref": 47439 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 12872, + "IoU": 0.0, + "TN": 2265144, + "TP": 0, + "n_pred": 12872, + "n_ref": 0 + }, + "4": { + "Dice": 0.8031854379977247, + "FN": 574, + "FP": 118, + "IoU": 0.6711026615969582, + "TN": 2275912, + "TP": 1412, + "n_pred": 1530, + "n_ref": 1986 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 633, + "IoU": 0.0, + "TN": 2277383, + "TP": 0, + "n_pred": 633, + "n_ref": 0 + }, + "6": { + "Dice": 0.9457695729537366, + "FN": 16419, + "FP": 7963, + "IoU": 0.8971184559751214, + "TN": 2041025, + "TP": 212609, + "n_pred": 220572, + "n_ref": 229028 + }, + "7": { + "Dice": 0.18940548780487804, + "FN": 529, + "FP": 3725, + "IoU": 0.10460955588297201, + "TN": 2273265, + "TP": 497, + "n_pred": 4222, + "n_ref": 1026 + }, + "8": { + "Dice": 0.9179862170550792, + "FN": 810, + "FP": 2308, + "IoU": 0.8484052897705173, + "TN": 2257448, + "TP": 17450, + "n_pred": 19758, + "n_ref": 18260 + }, + "9": { + "Dice": 0.8910217121992567, + "FN": 6767, + "FP": 1590, + "IoU": 0.8034618188659721, + "TN": 2235495, + "TP": 34164, + "n_pred": 35754, + "n_ref": 40931 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0058.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0058.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.7695366263954733, + "FN": 532, + "FP": 975, + "IoU": 0.6254039274173503, + "TN": 1222601, + "TP": 2516, + "n_pred": 3491, + "n_ref": 3048 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 6, + "FP": 0, + "IoU": 0.0, + "TN": 1226618, + "TP": 0, + "n_pred": 0, + "n_ref": 6 + }, + "14": { + "Dice": 0.7731750811237466, + "FN": 6462, + "FP": 1297, + "IoU": 0.6302244674260116, + "TN": 1205641, + "TP": 13224, + "n_pred": 14521, + "n_ref": 19686 + }, + "15": { + "Dice": 0.8892100761017049, + "FN": 1900, + "FP": 5612, + "IoU": 0.80052047373732, + "TN": 1188966, + "TP": 30146, + "n_pred": 35758, + "n_ref": 32046 + }, + "2": { + "Dice": 0.9177789642285105, + "FN": 247, + "FP": 61, + "IoU": 0.8480513073507647, + "TN": 1224597, + "TP": 1719, + "n_pred": 1780, + "n_ref": 1966 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 2, + "FP": 0, + "IoU": 0.0, + "TN": 1226622, + "TP": 0, + "n_pred": 0, + "n_ref": 2 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.978952054517323, + "FN": 1929, + "FP": 4832, + "IoU": 0.9587718763339228, + "TN": 1062634, + "TP": 157229, + "n_pred": 162061, + "n_ref": 159158 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.786833855799373, + "FN": 83, + "FP": 733, + "IoU": 0.648578811369509, + "TN": 1224302, + "TP": 1506, + "n_pred": 2239, + "n_ref": 1589 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0059.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0059.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 2229, + "FP": 223, + "IoU": 0.0, + "TN": 1574636, + "TP": 0, + "n_pred": 223, + "n_ref": 2229 + }, + "10": { + "Dice": 0.6465912279061068, + "FN": 2710, + "FP": 1069, + "IoU": 0.4777501381978994, + "TN": 1569852, + "TP": 3457, + "n_pred": 4526, + "n_ref": 6167 + }, + "11": { + "Dice": 0.49822840010902153, + "FN": 1049, + "FP": 792, + "IoU": 0.33176043557168783, + "TN": 1574333, + "TP": 914, + "n_pred": 1706, + "n_ref": 1963 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.04580152671755725, + "FN": 102, + "FP": 23, + "IoU": 0.0234375, + "TN": 1576960, + "TP": 3, + "n_pred": 26, + "n_ref": 105 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 3446, + "IoU": 0.0, + "TN": 1573642, + "TP": 0, + "n_pred": 3446, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 1577082, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "3": { + "Dice": 0.076163610719323, + "FN": 21, + "FP": 634, + "IoU": 0.039589442815249266, + "TN": 1576406, + "TP": 27, + "n_pred": 661, + "n_ref": 48 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 69, + "IoU": 0.0, + "TN": 1577019, + "TP": 0, + "n_pred": 69, + "n_ref": 0 + }, + "6": { + "Dice": 0.9456816980691469, + "FN": 49706, + "FP": 3328, + "IoU": 0.8969603357328126, + "TN": 1062393, + "TP": 461661, + "n_pred": 464989, + "n_ref": 511367 + }, + "7": { + "Dice": 0.734215773472152, + "FN": 5464, + "FP": 40257, + "IoU": 0.5800481299140274, + "TN": 1468216, + "TP": 63151, + "n_pred": 103408, + "n_ref": 68615 + }, + "8": { + "Dice": 0.9236568273518794, + "FN": 424, + "FP": 1014, + "IoU": 0.8581434349413042, + "TN": 1566951, + "TP": 8699, + "n_pred": 9713, + "n_ref": 9123 + }, + "9": { + "Dice": 0.8636166449761404, + "FN": 1485, + "FP": 2602, + "IoU": 0.7599694602689846, + "TN": 1560061, + "TP": 12940, + "n_pred": 15542, + "n_ref": 14425 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0064.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0064.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 19, + "IoU": 0.0, + "TN": 1051373, + "TP": 0, + "n_pred": 19, + "n_ref": 0 + }, + "10": { + "Dice": 0.7562067562067563, + "FN": 152, + "FP": 447, + "IoU": 0.6079842931937173, + "TN": 1049864, + "TP": 929, + "n_pred": 1376, + "n_ref": 1081 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 38, + "IoU": 0.0, + "TN": 1051354, + "TP": 0, + "n_pred": 38, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 261, + "IoU": 0.0, + "TN": 1051131, + "TP": 0, + "n_pred": 261, + "n_ref": 0 + }, + "5": { + "Dice": 0.39385160148076614, + "FN": 4918, + "FP": 2614, + "IoU": 0.24521495139793567, + "TN": 1041413, + "TP": 2447, + "n_pred": 5061, + "n_ref": 7365 + }, + "6": { + "Dice": 0.8739565345407956, + "FN": 3993, + "FP": 11846, + "IoU": 0.7761303727155799, + "TN": 980641, + "TP": 54912, + "n_pred": 66758, + "n_ref": 58905 + }, + "7": { + "Dice": 0.9205742149618237, + "FN": 3571, + "FP": 8059, + "IoU": 0.8528369691754821, + "TN": 972364, + "TP": 67398, + "n_pred": 75457, + "n_ref": 70969 + }, + "8": { + "Dice": 0.9358671871648578, + "FN": 800, + "FP": 695, + "IoU": 0.879464645650246, + "TN": 1038989, + "TP": 10908, + "n_pred": 11603, + "n_ref": 11708 + }, + "9": { + "Dice": 0.7422934648581998, + "FN": 112, + "FP": 306, + "IoU": 0.5901960784313726, + "TN": 1050372, + "TP": 602, + "n_pred": 908, + "n_ref": 714 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0072.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0072.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9334994250670755, + "FN": 633, + "FP": 755, + "IoU": 0.8752920035938904, + "TN": 1390726, + "TP": 9742, + "n_pred": 10497, + "n_ref": 10375 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 3942, + "IoU": 0.0, + "TN": 1397914, + "TP": 0, + "n_pred": 3942, + "n_ref": 0 + }, + "11": { + "Dice": 0.6736731476615869, + "FN": 676, + "FP": 566, + "IoU": 0.5079239302694136, + "TN": 1399332, + "TP": 1282, + "n_pred": 1848, + "n_ref": 1958 + }, + "12": { + "Dice": 0.315004659832246, + "FN": 59, + "FP": 676, + "IoU": 0.18694690265486727, + "TN": 1400952, + "TP": 169, + "n_pred": 845, + "n_ref": 228 + }, + "13": { + "Dice": 0.5868725868725869, + "FN": 321, + "FP": 0, + "IoU": 0.41530054644808745, + "TN": 1401307, + "TP": 228, + "n_pred": 228, + "n_ref": 549 + }, + "14": { + "Dice": 0.0, + "FN": 171, + "FP": 17063, + "IoU": 0.0, + "TN": 1384622, + "TP": 0, + "n_pred": 17063, + "n_ref": 171 + }, + "15": { + "Dice": 0.007316180953542251, + "FN": 161, + "FP": 7980, + "IoU": 0.0036715212336311345, + "TN": 1393685, + "TP": 30, + "n_pred": 8010, + "n_ref": 191 + }, + "2": { + "Dice": 0.9432270553901911, + "FN": 1847, + "FP": 5954, + "IoU": 0.8925541292490772, + "TN": 1329252, + "TP": 64803, + "n_pred": 70757, + "n_ref": 66650 + }, + "3": { + "Dice": 0.9537665574637223, + "FN": 1750, + "FP": 3147, + "IoU": 0.9116192607565694, + "TN": 1346448, + "TP": 50511, + "n_pred": 53658, + "n_ref": 52261 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.948172864754319, + "FN": 1288, + "FP": 638, + "IoU": 0.9014531313958248, + "TN": 1382312, + "TP": 17618, + "n_pred": 18256, + "n_ref": 18906 + }, + "7": { + "Dice": 0.9288606959825109, + "FN": 1438, + "FP": 547, + "IoU": 0.8671707708779444, + "TN": 1386912, + "TP": 12959, + "n_pred": 13506, + "n_ref": 14397 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0075.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0075.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7983163802174675, + "FN": 276, + "FP": 2024, + "IoU": 0.6643315820198482, + "TN": 2446396, + "TP": 4552, + "n_pred": 6576, + "n_ref": 4828 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7833889816360601, + "FN": 147, + "FP": 891, + "IoU": 0.6439108061749571, + "TN": 2450333, + "TP": 1877, + "n_pred": 2768, + "n_ref": 2024 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1707, + "IoU": 0.0, + "TN": 2451541, + "TP": 0, + "n_pred": 1707, + "n_ref": 0 + }, + "14": { + "Dice": 0.9071450105517034, + "FN": 273, + "FP": 2191, + "IoU": 0.8300689655172414, + "TN": 2438748, + "TP": 12036, + "n_pred": 14227, + "n_ref": 12309 + }, + "15": { + "Dice": 0.6688636363636363, + "FN": 1967, + "FP": 947, + "IoU": 0.5024756701382961, + "TN": 2447391, + "TP": 2943, + "n_pred": 3890, + "n_ref": 4910 + }, + "2": { + "Dice": 0.7231404958677686, + "FN": 195, + "FP": 73, + "IoU": 0.5663430420711975, + "TN": 2452630, + "TP": 350, + "n_pred": 423, + "n_ref": 545 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 194, + "IoU": 0.0, + "TN": 2453054, + "TP": 0, + "n_pred": 194, + "n_ref": 0 + }, + "4": { + "Dice": 0.851427579623362, + "FN": 13369, + "FP": 327, + "IoU": 0.7412920287117492, + "TN": 2400308, + "TP": 39244, + "n_pred": 39571, + "n_ref": 52613 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8984750365573428, + "FN": 8943, + "FP": 6609, + "IoU": 0.8156647069979139, + "TN": 2368880, + "TP": 68816, + "n_pred": 75425, + "n_ref": 77759 + }, + "7": { + "Dice": 0.773716505917894, + "FN": 3111, + "FP": 23330, + "IoU": 0.6309442389559634, + "TN": 2381603, + "TP": 45204, + "n_pred": 68534, + "n_ref": 48315 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0102.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0102.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8260869565217391, + "FN": 60, + "FP": 36, + "IoU": 0.7037037037037037, + "TN": 1226300, + "TP": 228, + "n_pred": 264, + "n_ref": 288 + }, + "15": { + "Dice": 0.8487524839920513, + "FN": 624, + "FP": 746, + "IoU": 0.7372458764863828, + "TN": 1221410, + "TP": 3844, + "n_pred": 4590, + "n_ref": 4468 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 59, + "IoU": 0.0, + "TN": 1226565, + "TP": 0, + "n_pred": 59, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9100307751490672, + "FN": 288, + "FP": 3454, + "IoU": 0.8349141924383465, + "TN": 1203957, + "TP": 18925, + "n_pred": 22379, + "n_ref": 19213 + }, + "7": { + "Dice": 0.5419200600291421, + "FN": 52493, + "FP": 8, + "IoU": 0.3716669060270956, + "TN": 1143068, + "TP": 31055, + "n_pred": 31063, + "n_ref": 83548 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0103.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0103.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5, + "FN": 0, + "FP": 40, + "IoU": 0.3333333333333333, + "TN": 1927492, + "TP": 20, + "n_pred": 60, + "n_ref": 20 + }, + "10": { + "Dice": 0.8971825832418587, + "FN": 152, + "FP": 129, + "IoU": 0.8135368281353683, + "TN": 1926045, + "TP": 1226, + "n_pred": 1355, + "n_ref": 1378 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.5100849256900213, + "FN": 10053, + "FP": 2869, + "IoU": 0.3423583897399359, + "TN": 1907903, + "TP": 6727, + "n_pred": 9596, + "n_ref": 16780 + }, + "15": { + "Dice": 0.531374021237799, + "FN": 700, + "FP": 3669, + "IoU": 0.3618171194858311, + "TN": 1920706, + "TP": 2477, + "n_pred": 6146, + "n_ref": 3177 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.7529411764705882, + "FN": 357, + "FP": 189, + "IoU": 0.6037735849056604, + "TN": 1926174, + "TP": 832, + "n_pred": 1021, + "n_ref": 1189 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.984763107712872, + "FN": 1719, + "FP": 766, + "IoU": 0.9699835724984297, + "TN": 1844764, + "TP": 80303, + "n_pred": 81069, + "n_ref": 82022 + }, + "7": { + "Dice": 0.666125393268953, + "FN": 22959, + "FP": 19808, + "IoU": 0.4993913145265129, + "TN": 1842122, + "TP": 42663, + "n_pred": 62471, + "n_ref": 65622 + }, + "8": { + "Dice": 0.6013941698352345, + "FN": 4960, + "FP": 72, + "IoU": 0.4299954689623924, + "TN": 1918724, + "TP": 3796, + "n_pred": 3868, + "n_ref": 8756 + }, + "9": { + "Dice": 0.8817567567567568, + "FN": 615, + "FP": 435, + "IoU": 0.7885196374622356, + "TN": 1922587, + "TP": 3915, + "n_pred": 4350, + "n_ref": 4530 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0105.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0105.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9322545431195017, + "FN": 282, + "FP": 773, + "IoU": 0.8731056050036083, + "TN": 1393542, + "TP": 7259, + "n_pred": 8032, + "n_ref": 7541 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.28986232790988736, + "FN": 7836, + "FP": 675, + "IoU": 0.16949648711943793, + "TN": 1391608, + "TP": 1737, + "n_pred": 2412, + "n_ref": 9573 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 23, + "IoU": 0.0, + "TN": 1401833, + "TP": 0, + "n_pred": 23, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 18, + "IoU": 0.0, + "TN": 1401838, + "TP": 0, + "n_pred": 18, + "n_ref": 0 + }, + "3": { + "Dice": 0.9516616314199395, + "FN": 50, + "FP": 14, + "IoU": 0.9077809798270894, + "TN": 1401162, + "TP": 630, + "n_pred": 644, + "n_ref": 680 + }, + "4": { + "Dice": 0.9003186162949477, + "FN": 189, + "FP": 30, + "IoU": 0.8187086092715232, + "TN": 1400648, + "TP": 989, + "n_pred": 1019, + "n_ref": 1178 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.237017310252996, + "FN": 27, + "FP": 1692, + "IoU": 0.13444108761329304, + "TN": 1399870, + "TP": 267, + "n_pred": 1959, + "n_ref": 294 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0134.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0134.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9607686148919136, + "FN": 509, + "FP": 422, + "IoU": 0.9244992295839753, + "TN": 1214293, + "TP": 11400, + "n_pred": 11822, + "n_ref": 11909 + }, + "10": { + "Dice": 0.0, + "FN": 348, + "FP": 0, + "IoU": 0.0, + "TN": 1226276, + "TP": 0, + "n_pred": 0, + "n_ref": 348 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.49006050129645634, + "FN": 684, + "FP": 496, + "IoU": 0.32455638236977674, + "TN": 1224877, + "TP": 567, + "n_pred": 1063, + "n_ref": 1251 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 117, + "IoU": 0.0, + "TN": 1226507, + "TP": 0, + "n_pred": 117, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 21, + "IoU": 0.0, + "TN": 1226603, + "TP": 0, + "n_pred": 21, + "n_ref": 0 + }, + "3": { + "Dice": 0.9698000143994063, + "FN": 741, + "FP": 4712, + "IoU": 0.9413706347841045, + "TN": 1133616, + "TP": 87555, + "n_pred": 92267, + "n_ref": 88296 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 3198, + "IoU": 0.0, + "TN": 1223426, + "TP": 0, + "n_pred": 3198, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0153.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0153.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 557, + "IoU": 0.0, + "TN": 700371, + "TP": 0, + "n_pred": 557, + "n_ref": 0 + }, + "5": { + "Dice": 0.6405791788856305, + "FN": 3515, + "FP": 407, + "IoU": 0.4712147768639612, + "TN": 693511, + "TP": 3495, + "n_pred": 3902, + "n_ref": 7010 + }, + "6": { + "Dice": 0.8608078376022251, + "FN": 442, + "FP": 6264, + "IoU": 0.7556300561183588, + "TN": 673486, + "TP": 20736, + "n_pred": 27000, + "n_ref": 21178 + }, + "7": { + "Dice": 0.887972629177998, + "FN": 1034, + "FP": 243, + "IoU": 0.7985168822972547, + "TN": 694590, + "TP": 5061, + "n_pred": 5304, + "n_ref": 6095 + }, + "8": { + "Dice": 0.963302976292209, + "FN": 117, + "FP": 1386, + "IoU": 0.9292039566650966, + "TN": 679698, + "TP": 19727, + "n_pred": 21113, + "n_ref": 19844 + }, + "9": { + "Dice": 0.8022433552792002, + "FN": 5667, + "FP": 10, + "IoU": 0.6697882736156352, + "TN": 683736, + "TP": 11515, + "n_pred": 11525, + "n_ref": 17182 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0166.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0166.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.022027624808161055, + "FN": 1861, + "FP": 8972, + "IoU": 0.011136467366499316, + "TN": 2792757, + "TP": 122, + "n_pred": 9094, + "n_ref": 1983 + }, + "10": { + "Dice": 0.2333595903899173, + "FN": 10964, + "FP": 4608, + "IoU": 0.13209229740274217, + "TN": 2785770, + "TP": 2370, + "n_pred": 6978, + "n_ref": 13334 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 25, + "IoU": 0.0, + "TN": 2803687, + "TP": 0, + "n_pred": 25, + "n_ref": 0 + }, + "12": { + "Dice": 0.04452690166975881, + "FN": 167, + "FP": 348, + "IoU": 0.022770398481973434, + "TN": 2803185, + "TP": 12, + "n_pred": 360, + "n_ref": 179 + }, + "13": { + "Dice": 0.5902070325336839, + "FN": 3069, + "FP": 10648, + "IoU": 0.41864801864801865, + "TN": 2780117, + "TP": 9878, + "n_pred": 20526, + "n_ref": 12947 + }, + "14": { + "Dice": 0.9265336565355211, + "FN": 1385, + "FP": 191, + "IoU": 0.8631231544207052, + "TN": 2792198, + "TP": 9938, + "n_pred": 10129, + "n_ref": 11323 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 151, + "IoU": 0.0, + "TN": 2803561, + "TP": 0, + "n_pred": 151, + "n_ref": 0 + }, + "2": { + "Dice": 0.5427841634738186, + "FN": 1115, + "FP": 317, + "IoU": 0.37248028045574055, + "TN": 2801430, + "TP": 850, + "n_pred": 1167, + "n_ref": 1965 + }, + "3": { + "Dice": 0.8817545222622335, + "FN": 4240, + "FP": 7023, + "IoU": 0.7885160636160504, + "TN": 2750455, + "TP": 41994, + "n_pred": 49017, + "n_ref": 46234 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 505, + "IoU": 0.0, + "TN": 2803207, + "TP": 0, + "n_pred": 505, + "n_ref": 0 + }, + "5": { + "Dice": 0.6255299105040037, + "FN": 4144, + "FP": 626, + "IoU": 0.455106237148732, + "TN": 2794958, + "TP": 3984, + "n_pred": 4610, + "n_ref": 8128 + }, + "6": { + "Dice": 0.605417137434435, + "FN": 323885, + "FP": 12081, + "IoU": 0.4341205916733198, + "TN": 2210006, + "TP": 257740, + "n_pred": 269821, + "n_ref": 581625 + }, + "7": { + "Dice": 0.14180633147113594, + "FN": 12005, + "FP": 6429, + "IoU": 0.0763140752618129, + "TN": 2783755, + "TP": 1523, + "n_pred": 7952, + "n_ref": 13528 + }, + "8": { + "Dice": 0.9162654726843953, + "FN": 5662, + "FP": 2043, + "IoU": 0.8454704077334991, + "TN": 2753851, + "TP": 42156, + "n_pred": 44199, + "n_ref": 47818 + }, + "9": { + "Dice": 0.7387691508699039, + "FN": 3287, + "FP": 737, + "IoU": 0.5857525221330039, + "TN": 2793998, + "TP": 5690, + "n_pred": 6427, + "n_ref": 8977 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0173.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0173.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9639441347859133, + "FN": 3643, + "FP": 911, + "IoU": 0.9303978358220361, + "TN": 3088747, + "TP": 60875, + "n_pred": 61786, + "n_ref": 64518 + }, + "10": { + "Dice": 0.5107398568019093, + "FN": 410, + "FP": 0, + "IoU": 0.34294871794871795, + "TN": 3153552, + "TP": 214, + "n_pred": 214, + "n_ref": 624 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 224, + "IoU": 0.0, + "TN": 3153952, + "TP": 0, + "n_pred": 224, + "n_ref": 0 + }, + "13": { + "Dice": 0.22654545454545455, + "FN": 8343, + "FP": 165, + "IoU": 0.12774246462989544, + "TN": 3144422, + "TP": 1246, + "n_pred": 1411, + "n_ref": 9589 + }, + "14": { + "Dice": 0.6485507246376812, + "FN": 202, + "FP": 1544, + "IoU": 0.47989276139410186, + "TN": 3150819, + "TP": 1611, + "n_pred": 3155, + "n_ref": 1813 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9651717020078814, + "FN": 502, + "FP": 1354, + "IoU": 0.9326877742719327, + "TN": 3126603, + "TP": 25717, + "n_pred": 27071, + "n_ref": 26219 + }, + "3": { + "Dice": 0.8290155440414507, + "FN": 18, + "FP": 15, + "IoU": 0.7079646017699115, + "TN": 3154063, + "TP": 80, + "n_pred": 95, + "n_ref": 98 + }, + "4": { + "Dice": 0.848840228492297, + "FN": 20696, + "FP": 262, + "IoU": 0.7373782940490959, + "TN": 3074373, + "TP": 58845, + "n_pred": 59107, + "n_ref": 79541 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9324424523664719, + "FN": 5226, + "FP": 10992, + "IoU": 0.8734353051350086, + "TN": 3026036, + "TP": 111922, + "n_pred": 122914, + "n_ref": 117148 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 56604, + "IoU": 0.0, + "TN": 3097572, + "TP": 0, + "n_pred": 56604, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8536585365853658, + "FN": 5, + "FP": 7, + "IoU": 0.7446808510638298, + "TN": 3154129, + "TP": 35, + "n_pred": 42, + "n_ref": 40 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0175.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0175.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9548878091733887, + "FN": 2062, + "FP": 807, + "IoU": 0.9136701471429002, + "TN": 1543855, + "TP": 30364, + "n_pred": 31171, + "n_ref": 32426 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 15, + "IoU": 0.0, + "TN": 1577073, + "TP": 0, + "n_pred": 15, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.35215240587056945, + "FN": 15436, + "FP": 411, + "IoU": 0.21370447553835467, + "TN": 1556934, + "TP": 4307, + "n_pred": 4718, + "n_ref": 19743 + }, + "5": { + "Dice": 0.6630541871921182, + "FN": 4110, + "FP": 1362, + "IoU": 0.49594694178334564, + "TN": 1566232, + "TP": 5384, + "n_pred": 6746, + "n_ref": 9494 + }, + "6": { + "Dice": 0.9760071373190445, + "FN": 1496, + "FP": 763, + "IoU": 0.9531386134506078, + "TN": 1528882, + "TP": 45947, + "n_pred": 46710, + "n_ref": 47443 + }, + "7": { + "Dice": 0.06911177644710578, + "FN": 17, + "FP": 14907, + "IoU": 0.03579273807985528, + "TN": 1561610, + "TP": 554, + "n_pred": 15461, + "n_ref": 571 + }, + "8": { + "Dice": 0.9618431593626681, + "FN": 2111, + "FP": 461, + "IoU": 0.9264911829432108, + "TN": 1542099, + "TP": 32417, + "n_pred": 32878, + "n_ref": 34528 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0215.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0215.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 463, + "IoU": 0.0, + "TN": 1050929, + "TP": 0, + "n_pred": 463, + "n_ref": 0 + }, + "10": { + "Dice": 0.39668932899793086, + "FN": 1592, + "FP": 2490, + "IoU": 0.2474188790560472, + "TN": 1045968, + "TP": 1342, + "n_pred": 3832, + "n_ref": 2934 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.17587412587412588, + "FN": 4445, + "FP": 269, + "IoU": 0.09641556450067089, + "TN": 1046175, + "TP": 503, + "n_pred": 772, + "n_ref": 4948 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9645476178913117, + "FN": 471, + "FP": 989, + "IoU": 0.9315229116833169, + "TN": 1030071, + "TP": 19861, + "n_pred": 20850, + "n_ref": 20332 + }, + "4": { + "Dice": 0.7611802914256934, + "FN": 3610, + "FP": 10141, + "IoU": 0.6144399270993972, + "TN": 1015727, + "TP": 21914, + "n_pred": 32055, + "n_ref": 25524 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8990736936271578, + "FN": 15092, + "FP": 4313, + "IoU": 0.8166520215047668, + "TN": 945555, + "TP": 86432, + "n_pred": 90745, + "n_ref": 101524 + }, + "7": { + "Dice": 0.1457689932056825, + "FN": 0, + "FP": 1383, + "IoU": 0.07861425716189208, + "TN": 1049891, + "TP": 118, + "n_pred": 1501, + "n_ref": 118 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0224.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0224.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8467487825837868, + "FN": 416, + "FP": 119, + "IoU": 0.734227521112767, + "TN": 1750307, + "TP": 1478, + "n_pred": 1597, + "n_ref": 1894 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5121993028969773, + "FN": 8151, + "FP": 386, + "IoU": 0.34426607266303094, + "TN": 1739301, + "TP": 4482, + "n_pred": 4868, + "n_ref": 12633 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 243, + "IoU": 0.0, + "TN": 1752077, + "TP": 0, + "n_pred": 243, + "n_ref": 0 + }, + "6": { + "Dice": 0.9389263420724094, + "FN": 102, + "FP": 1121, + "IoU": 0.8848832831325302, + "TN": 1741696, + "TP": 9401, + "n_pred": 10522, + "n_ref": 9503 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.8453517208898439, + "FN": 5388, + "FP": 15627, + "IoU": 0.7321292000203946, + "TN": 1673868, + "TP": 57437, + "n_pred": 73064, + "n_ref": 62825 + }, + "9": { + "Dice": 0.22904861318222489, + "FN": 93, + "FP": 2492, + "IoU": 0.12933647692825867, + "TN": 1749351, + "TP": 384, + "n_pred": 2876, + "n_ref": 477 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0239.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0239.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9587734591323966, + "FN": 264, + "FP": 540, + "IoU": 0.9208115827834138, + "TN": 1742167, + "TP": 9349, + "n_pred": 9889, + "n_ref": 9613 + }, + "10": { + "Dice": 0.5401459854014599, + "FN": 1941, + "FP": 138, + "IoU": 0.37, + "TN": 1749020, + "TP": 1221, + "n_pred": 1359, + "n_ref": 3162 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8137218185903677, + "FN": 3287, + "FP": 1687, + "IoU": 0.6859451951003914, + "TN": 1736482, + "TP": 10864, + "n_pred": 12551, + "n_ref": 14151 + }, + "14": { + "Dice": 0.9081039162466072, + "FN": 235, + "FP": 2, + "IoU": 0.8316761363636364, + "TN": 1750912, + "TP": 1171, + "n_pred": 1173, + "n_ref": 1406 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 22, + "IoU": 0.0, + "TN": 1752298, + "TP": 0, + "n_pred": 22, + "n_ref": 0 + }, + "4": { + "Dice": 0.7858488591166004, + "FN": 337, + "FP": 1709, + "IoU": 0.6472413793103449, + "TN": 1746520, + "TP": 3754, + "n_pred": 5463, + "n_ref": 4091 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9425935503244858, + "FN": 1607, + "FP": 1834, + "IoU": 0.8914202770502666, + "TN": 1720629, + "TP": 28250, + "n_pred": 30084, + "n_ref": 29857 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 14, + "FP": 17029, + "IoU": 0.0, + "TN": 1735277, + "TP": 0, + "n_pred": 17029, + "n_ref": 14 + }, + "9": { + "Dice": 0.8243574051407588, + "FN": 914, + "FP": 234, + "IoU": 0.7011972930765227, + "TN": 1748478, + "TP": 2694, + "n_pred": 2928, + "n_ref": 3608 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0248.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0248.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9710628324168394, + "FN": 1012, + "FP": 914, + "IoU": 0.9437532854389347, + "TN": 2594238, + "TP": 32316, + "n_pred": 33230, + "n_ref": 33328 + }, + "10": { + "Dice": 0.6953054662379421, + "FN": 305, + "FP": 2064, + "IoU": 0.5329258675078864, + "TN": 2623408, + "TP": 2703, + "n_pred": 4767, + "n_ref": 3008 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 46, + "FP": 0, + "IoU": 0.0, + "TN": 2628434, + "TP": 0, + "n_pred": 0, + "n_ref": 46 + }, + "13": { + "Dice": 0.0, + "FN": 15, + "FP": 0, + "IoU": 0.0, + "TN": 2628465, + "TP": 0, + "n_pred": 0, + "n_ref": 15 + }, + "14": { + "Dice": 0.950339313530059, + "FN": 2168, + "FP": 2391, + "IoU": 0.9053776384882007, + "TN": 2580299, + "TP": 43622, + "n_pred": 46013, + "n_ref": 45790 + }, + "15": { + "Dice": 0.932498715373476, + "FN": 340, + "FP": 2550, + "IoU": 0.8735340451601611, + "TN": 2605628, + "TP": 19962, + "n_pred": 22512, + "n_ref": 20302 + }, + "2": { + "Dice": 0.8009155500453007, + "FN": 1241, + "FP": 11284, + "IoU": 0.6679392348683687, + "TN": 2590761, + "TP": 25194, + "n_pred": 36478, + "n_ref": 26435 + }, + "3": { + "Dice": 0.7580876403537411, + "FN": 13308, + "FP": 20776, + "IoU": 0.6104195956063048, + "TN": 2540991, + "TP": 53405, + "n_pred": 74181, + "n_ref": 66713 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7500982627151953, + "FN": 775, + "FP": 2404, + "IoU": 0.600125786163522, + "TN": 2620530, + "TP": 4771, + "n_pred": 7175, + "n_ref": 5546 + }, + "6": { + "Dice": 0.9783028621177495, + "FN": 1261, + "FP": 5119, + "IoU": 0.9575272611074866, + "TN": 2478266, + "TP": 143834, + "n_pred": 148953, + "n_ref": 145095 + }, + "7": { + "Dice": 0.9903887031104138, + "FN": 709, + "FP": 1484, + "IoU": 0.9809604014551011, + "TN": 2513299, + "TP": 112988, + "n_pred": 114472, + "n_ref": 113697 + }, + "8": { + "Dice": 0.922227637399715, + "FN": 3765, + "FP": 4533, + "IoU": 0.8556794267527001, + "TN": 2570983, + "TP": 49199, + "n_pred": 53732, + "n_ref": 52964 + }, + "9": { + "Dice": 0.8725259462170608, + "FN": 4530, + "FP": 2078, + "IoU": 0.7738767409232454, + "TN": 2599257, + "TP": 22615, + "n_pred": 24693, + "n_ref": 27145 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0297.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0297.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6975558554505923, + "FN": 7307, + "FP": 2778, + "IoU": 0.5355744876813263, + "TN": 1555373, + "TP": 11630, + "n_pred": 14408, + "n_ref": 18937 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.10751341681574239, + "FN": 9936, + "FP": 42, + "IoU": 0.056810662633519235, + "TN": 1566509, + "TP": 601, + "n_pred": 643, + "n_ref": 10537 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 7505, + "IoU": 0.0, + "TN": 1569583, + "TP": 0, + "n_pred": 7505, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 14, + "IoU": 0.0, + "TN": 1577074, + "TP": 0, + "n_pred": 14, + "n_ref": 0 + }, + "3": { + "Dice": 0.9731933768631016, + "FN": 1699, + "FP": 247, + "IoU": 0.9477864233968339, + "TN": 1539818, + "TP": 35324, + "n_pred": 35571, + "n_ref": 37023 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7810791928656557, + "FN": 4497, + "FP": 830, + "IoU": 0.6407956844234659, + "TN": 1562258, + "TP": 9503, + "n_pred": 10333, + "n_ref": 14000 + }, + "6": { + "Dice": 0.9779894167903641, + "FN": 1719, + "FP": 6051, + "IoU": 0.9569268976833656, + "TN": 1396697, + "TP": 172621, + "n_pred": 178672, + "n_ref": 174340 + }, + "7": { + "Dice": 0.9477789389189271, + "FN": 11576, + "FP": 2216, + "IoU": 0.9007412738395106, + "TN": 1438138, + "TP": 125158, + "n_pred": 127374, + "n_ref": 136734 + }, + "8": { + "Dice": 0.9729505983982722, + "FN": 380, + "FP": 1123, + "IoU": 0.9473259970561435, + "TN": 1548554, + "TP": 27031, + "n_pred": 28154, + "n_ref": 27411 + }, + "9": { + "Dice": 0.8761987165621169, + "FN": 1483, + "FP": 3668, + "IoU": 0.7796740664699089, + "TN": 1553709, + "TP": 18228, + "n_pred": 21896, + "n_ref": 19711 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0307.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0307.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9815859930273321, + "FN": 810, + "FP": 1102, + "IoU": 0.9638378756643278, + "TN": 1524215, + "TP": 50961, + "n_pred": 52063, + "n_ref": 51771 + }, + "10": { + "Dice": 0.8171913742580209, + "FN": 273, + "FP": 2160, + "IoU": 0.6908906111040528, + "TN": 1569217, + "TP": 5438, + "n_pred": 7598, + "n_ref": 5711 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.13554181733348886, + "FN": 7347, + "FP": 64, + "IoU": 0.0726976976976977, + "TN": 1569096, + "TP": 581, + "n_pred": 645, + "n_ref": 7928 + }, + "14": { + "Dice": 0.9316162217146805, + "FN": 1532, + "FP": 2031, + "IoU": 0.871986490856178, + "TN": 1549255, + "TP": 24270, + "n_pred": 26301, + "n_ref": 25802 + }, + "15": { + "Dice": 0.3774193548387097, + "FN": 1081, + "FP": 463, + "IoU": 0.23260437375745527, + "TN": 1575076, + "TP": 468, + "n_pred": 931, + "n_ref": 1549 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 454, + "IoU": 0.0, + "TN": 1576634, + "TP": 0, + "n_pred": 454, + "n_ref": 0 + }, + "3": { + "Dice": 0.9734489187681169, + "FN": 1161, + "FP": 790, + "IoU": 0.9482712906989076, + "TN": 1539372, + "TP": 35765, + "n_pred": 36555, + "n_ref": 36926 + }, + "4": { + "Dice": 0.9107200157973984, + "FN": 692, + "FP": 2925, + "IoU": 0.8360752322682982, + "TN": 1555023, + "TP": 18448, + "n_pred": 21373, + "n_ref": 19140 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9601396050439224, + "FN": 1782, + "FP": 2261, + "IoU": 0.9233351031553398, + "TN": 1524352, + "TP": 48693, + "n_pred": 50954, + "n_ref": 50475 + }, + "7": { + "Dice": 0.8094187417550988, + "FN": 15102, + "FP": 1223, + "IoU": 0.6798517414496391, + "TN": 1526096, + "TP": 34667, + "n_pred": 35890, + "n_ref": 49769 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 450, + "IoU": 0.0, + "TN": 1576638, + "TP": 0, + "n_pred": 450, + "n_ref": 0 + }, + "9": { + "Dice": 0.849931787175989, + "FN": 407, + "FP": 33, + "IoU": 0.7390272835112692, + "TN": 1575402, + "TP": 1246, + "n_pred": 1279, + "n_ref": 1653 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0341.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0341.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3637920882179755, + "FN": 21134, + "FP": 2636, + "IoU": 0.22233854609697049, + "TN": 2773146, + "TP": 6796, + "n_pred": 9432, + "n_ref": 27930 + }, + "10": { + "Dice": 0.8021211419157206, + "FN": 2202, + "FP": 5485, + "IoU": 0.6696179137834701, + "TN": 2780445, + "TP": 15580, + "n_pred": 21065, + "n_ref": 17782 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.4923251847640705, + "FN": 828, + "FP": 65, + "IoU": 0.32654600301659126, + "TN": 2802386, + "TP": 433, + "n_pred": 498, + "n_ref": 1261 + }, + "13": { + "Dice": 0.0, + "FN": 4, + "FP": 3670, + "IoU": 0.0, + "TN": 2800038, + "TP": 0, + "n_pred": 3670, + "n_ref": 4 + }, + "14": { + "Dice": 0.0, + "FN": 38, + "FP": 19910, + "IoU": 0.0, + "TN": 2783764, + "TP": 0, + "n_pred": 19910, + "n_ref": 38 + }, + "15": { + "Dice": 0.0005620082427875609, + "FN": 7644, + "FP": 3026, + "IoU": 0.000281083106905275, + "TN": 2793039, + "TP": 3, + "n_pred": 3029, + "n_ref": 7647 + }, + "2": { + "Dice": 0.23283770958557418, + "FN": 22, + "FP": 2403, + "IoU": 0.13175796634443251, + "TN": 2800919, + "TP": 368, + "n_pred": 2771, + "n_ref": 390 + }, + "3": { + "Dice": 0.9477459558395667, + "FN": 3409, + "FP": 1530, + "IoU": 0.9006816947857387, + "TN": 2753983, + "TP": 44790, + "n_pred": 46320, + "n_ref": 48199 + }, + "4": { + "Dice": 0.0, + "FN": 3, + "FP": 0, + "IoU": 0.0, + "TN": 2803709, + "TP": 0, + "n_pred": 0, + "n_ref": 3 + }, + "5": { + "Dice": 0.6413043478260869, + "FN": 4273, + "FP": 611, + "IoU": 0.472, + "TN": 2794462, + "TP": 4366, + "n_pred": 4977, + "n_ref": 8639 + }, + "6": { + "Dice": 0.8387667839730457, + "FN": 6881, + "FP": 60880, + "IoU": 0.7223069168162483, + "TN": 2559698, + "TP": 176253, + "n_pred": 237133, + "n_ref": 183134 + }, + "7": { + "Dice": 0.4630624772905471, + "FN": 20396, + "FP": 7681, + "IoU": 0.3012890702767271, + "TN": 2763528, + "TP": 12107, + "n_pred": 19788, + "n_ref": 32503 + }, + "8": { + "Dice": 0.9785338193600648, + "FN": 539, + "FP": 468, + "IoU": 0.9579698651863601, + "TN": 2779753, + "TP": 22952, + "n_pred": 23420, + "n_ref": 23491 + }, + "9": { + "Dice": 0.2661625708884688, + "FN": 113, + "FP": 1828, + "IoU": 0.15351068469254253, + "TN": 2801419, + "TP": 352, + "n_pred": 2180, + "n_ref": 465 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0350.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0350.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9140634914879344, + "FN": 2930, + "FP": 6550, + "IoU": 0.8417283002487603, + "TN": 816263, + "TP": 50417, + "n_pred": 56967, + "n_ref": 53347 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6111111111111112, + "FN": 51, + "FP": 19, + "IoU": 0.44, + "TN": 876035, + "TP": 55, + "n_pred": 74, + "n_ref": 106 + }, + "13": { + "Dice": 0.6754209153426607, + "FN": 1447, + "FP": 9503, + "IoU": 0.5099136194781363, + "TN": 853817, + "TP": 11393, + "n_pred": 20896, + "n_ref": 12840 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.5978755690440061, + "FN": 232, + "FP": 33, + "IoU": 0.4264069264069264, + "TN": 875698, + "TP": 197, + "n_pred": 230, + "n_ref": 429 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 157, + "IoU": 0.0, + "TN": 876003, + "TP": 0, + "n_pred": 157, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.1855406269993602, + "FN": 1240, + "FP": 33, + "IoU": 0.10225669957686882, + "TN": 874742, + "TP": 145, + "n_pred": 178, + "n_ref": 1385 + }, + "6": { + "Dice": 0.9786187663058146, + "FN": 1563, + "FP": 1289, + "IoU": 0.9581327069876688, + "TN": 808040, + "TP": 65268, + "n_pred": 66557, + "n_ref": 66831 + }, + "7": { + "Dice": 0.8772332568120571, + "FN": 2819, + "FP": 2101, + "IoU": 0.781313894568406, + "TN": 853662, + "TP": 17578, + "n_pred": 19679, + "n_ref": 20397 + }, + "8": { + "Dice": 0.919246113633237, + "FN": 102, + "FP": 1072, + "IoU": 0.8505600814663951, + "TN": 868304, + "TP": 6682, + "n_pred": 7754, + "n_ref": 6784 + }, + "9": { + "Dice": 0.9134917791313348, + "FN": 717, + "FP": 1456, + "IoU": 0.8407591968342372, + "TN": 862514, + "TP": 11473, + "n_pred": 12929, + "n_ref": 12190 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0371.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0371.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9805193996387869, + "FN": 1268, + "FP": 1860, + "IoU": 0.9617832838519713, + "TN": 2196167, + "TP": 78721, + "n_pred": 80581, + "n_ref": 79989 + }, + "10": { + "Dice": 0.8660304162600853, + "FN": 584, + "FP": 5045, + "IoU": 0.7637157368929186, + "TN": 2254193, + "TP": 18194, + "n_pred": 23239, + "n_ref": 18778 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.47848262671342046, + "FN": 2342, + "FP": 930, + "IoU": 0.3144772679656401, + "TN": 2273243, + "TP": 1501, + "n_pred": 2431, + "n_ref": 3843 + }, + "14": { + "Dice": 0.1761223482979773, + "FN": 3300, + "FP": 40, + "IoU": 0.09656478225588315, + "TN": 2274319, + "TP": 357, + "n_pred": 397, + "n_ref": 3657 + }, + "15": { + "Dice": 0.7714760341963454, + "FN": 26418, + "FP": 1783, + "IoU": 0.6279698692663879, + "TN": 2202213, + "TP": 47602, + "n_pred": 49385, + "n_ref": 74020 + }, + "2": { + "Dice": 0.9521856172285604, + "FN": 54, + "FP": 319, + "IoU": 0.9087350134573037, + "TN": 2273929, + "TP": 3714, + "n_pred": 4033, + "n_ref": 3768 + }, + "3": { + "Dice": 0.956434115175164, + "FN": 1439, + "FP": 593, + "IoU": 0.9165057320129844, + "TN": 2253679, + "TP": 22305, + "n_pred": 22898, + "n_ref": 23744 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 2278015, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.27082500333200055, + "FN": 106, + "FP": 5365, + "IoU": 0.1566209341760444, + "TN": 2271529, + "TP": 1016, + "n_pred": 6381, + "n_ref": 1122 + }, + "7": { + "Dice": 0.8175821952453212, + "FN": 7434, + "FP": 10598, + "IoU": 0.6914494960729625, + "TN": 2219575, + "TP": 40409, + "n_pred": 51007, + "n_ref": 47843 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0374.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0374.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8575256811076374, + "FN": 526, + "FP": 112, + "IoU": 0.7505863956215794, + "TN": 1399298, + "TP": 1920, + "n_pred": 2032, + "n_ref": 2446 + }, + "11": { + "Dice": 0.8020304568527918, + "FN": 159, + "FP": 309, + "IoU": 0.6694915254237288, + "TN": 1400440, + "TP": 948, + "n_pred": 1257, + "n_ref": 1107 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.657671921250086, + "FN": 4307, + "FP": 666, + "IoU": 0.48994871794871797, + "TN": 1392106, + "TP": 4777, + "n_pred": 5443, + "n_ref": 9084 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 18188, + "FP": 0, + "IoU": 0.0, + "TN": 1383668, + "TP": 0, + "n_pred": 0, + "n_ref": 18188 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 17549, + "IoU": 0.0, + "TN": 1384307, + "TP": 0, + "n_pred": 17549, + "n_ref": 0 + }, + "4": { + "Dice": 0.7563057819169577, + "FN": 72, + "FP": 1184, + "IoU": 0.6081123244929797, + "TN": 1398651, + "TP": 1949, + "n_pred": 3133, + "n_ref": 2021 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9618891907353626, + "FN": 4734, + "FP": 7457, + "IoU": 0.9265766064190512, + "TN": 1235819, + "TP": 153846, + "n_pred": 161303, + "n_ref": 158580 + }, + "7": { + "Dice": 0.9525938106147079, + "FN": 5362, + "FP": 577, + "IoU": 0.9094788824703928, + "TN": 1336247, + "TP": 59670, + "n_pred": 60247, + "n_ref": 65032 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8361420082279445, + "FN": 1433, + "FP": 3944, + "IoU": 0.7184227063259321, + "TN": 1382760, + "TP": 13719, + "n_pred": 17663, + "n_ref": 15152 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0387.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0387.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": 0.5346607659709632, + "FN": 3317.3555555555554, + "FP": 3657.422222222222, + "IoU": 0.4538823392332622, + "TN": 1772545.7622222225, + "TP": 13686.926666666666, + "n_pred": 17344.34888888889, + "n_ref": 17004.282222222224 + }, + "mean": { + "1": { + "Dice": 0.5071451199954251, + "FN": 5131.433333333333, + "FP": 2292.0, + "IoU": 0.463179895967104, + "TN": 1770208.1, + "TP": 15575.933333333332, + "n_pred": 17867.933333333334, + "n_ref": 20707.366666666665 + }, + "10": { + "Dice": 0.5144281095457232, + "FN": 2304.1666666666665, + "FP": 2310.0333333333333, + "IoU": 0.43390786439029344, + "TN": 1782649.1666666667, + "TP": 5944.1, + "n_pred": 8254.133333333333, + "n_ref": 8248.266666666666 + }, + "11": { + "Dice": 0.34474862357662645, + "FN": 315.1666666666667, + "FP": 110.83333333333333, + "IoU": 0.24132320172564822, + "TN": 1792519.5666666667, + "TP": 261.9, + "n_pred": 372.73333333333335, + "n_ref": 577.0666666666667 + }, + "12": { + "Dice": 0.23116164223254268, + "FN": 197.73333333333332, + "FP": 204.73333333333332, + "IoU": 0.17188802361570402, + "TN": 1792606.3, + "TP": 198.7, + "n_pred": 403.43333333333334, + "n_ref": 396.43333333333334 + }, + "13": { + "Dice": 0.44783528153661967, + "FN": 4367.5, + "FP": 1260.4333333333334, + "IoU": 0.3526478323449006, + "TN": 1782298.2333333334, + "TP": 5281.3, + "n_pred": 6541.733333333334, + "n_ref": 9648.8 + }, + "14": { + "Dice": 0.5148760383606624, + "FN": 2483.8333333333335, + "FP": 5974.5, + "IoU": 0.4393737529430325, + "TN": 1772454.5, + "TP": 12294.633333333333, + "n_pred": 18269.133333333335, + "n_ref": 14778.466666666667 + }, + "15": { + "Dice": 0.6090429667481623, + "FN": 5502.566666666667, + "FP": 1191.0333333333333, + "IoU": 0.48255868223585635, + "TN": 1779917.5666666667, + "TP": 6596.3, + "n_pred": 7787.333333333333, + "n_ref": 12098.866666666667 + }, + "2": { + "Dice": 0.6809455693472164, + "FN": 3593.9333333333334, + "FP": 1206.0666666666666, + "IoU": 0.6161398711743157, + "TN": 1769628.0, + "TP": 18779.466666666667, + "n_pred": 19985.533333333333, + "n_ref": 22373.4 + }, + "3": { + "Dice": 0.4844448538809241, + "FN": 5681.5, + "FP": 5041.266666666666, + "IoU": 0.4313787267685332, + "TN": 1772741.5666666667, + "TP": 9743.133333333333, + "n_pred": 14784.4, + "n_ref": 15424.633333333333 + }, + "4": { + "Dice": 0.3937573957044101, + "FN": 922.0, + "FP": 1782.1, + "IoU": 0.32316180723114724, + "TN": 1788055.7333333334, + "TP": 2447.633333333333, + "n_pred": 4229.733333333334, + "n_ref": 3369.633333333333 + }, + "5": { + "Dice": 0.4018592543058485, + "FN": 468.5, + "FP": 423.8666666666667, + "IoU": 0.31936238977603165, + "TN": 1791422.8, + "TP": 892.3, + "n_pred": 1316.1666666666667, + "n_ref": 1360.8 + }, + "6": { + "Dice": 0.8570851804961156, + "FN": 11875.733333333334, + "FP": 14087.1, + "IoU": 0.787307320602935, + "TN": 1674472.3666666667, + "TP": 92772.26666666666, + "n_pred": 106859.36666666667, + "n_ref": 104648.0 + }, + "7": { + "Dice": 0.5720388888999006, + "FN": 3737.3333333333335, + "FP": 16943.8, + "IoU": 0.46951836190355895, + "TN": 1755762.9666666666, + "TP": 16763.366666666665, + "n_pred": 33707.166666666664, + "n_ref": 20500.7 + }, + "8": { + "Dice": 0.7418462315472122, + "FN": 1441.8333333333333, + "FP": 1029.0666666666666, + "IoU": 0.6579650256108645, + "TN": 1781013.8, + "TP": 9722.766666666666, + "n_pred": 10751.833333333334, + "n_ref": 11164.6 + }, + "9": { + "Dice": 0.7186963333870602, + "FN": 1737.1, + "FP": 1004.5, + "IoU": 0.6185223322090088, + "TN": 1782435.7666666666, + "TP": 8030.1, + "n_pred": 9034.6, + "n_ref": 9767.2 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.32871763997591813, + "FN": 860, + "FP": 1370, + "IoU": 0.19668587896253603, + "TN": 2100008, + "TP": 546, + "n_pred": 1916, + "n_ref": 1406 + }, + "10": { + "Dice": 0.203579418344519, + "FN": 201, + "FP": 5495, + "IoU": 0.1133250311332503, + "TN": 2096360, + "TP": 728, + "n_pred": 6223, + "n_ref": 929 + }, + "11": { + "Dice": 0.33841303205465056, + "FN": 1443, + "FP": 1075, + "IoU": 0.2036685641998735, + "TN": 2099622, + "TP": 644, + "n_pred": 1719, + "n_ref": 2087 + }, + "12": { + "Dice": 0.0, + "FN": 113, + "FP": 514, + "IoU": 0.0, + "TN": 2102157, + "TP": 0, + "n_pred": 514, + "n_ref": 113 + }, + "13": { + "Dice": 0.003290826820238585, + "FN": 2014, + "FP": 409, + "IoU": 0.0016481252575195715, + "TN": 2100357, + "TP": 4, + "n_pred": 413, + "n_ref": 2018 + }, + "14": { + "Dice": 0.00912316269640142, + "FN": 273, + "FP": 1682, + "IoU": 0.004582484725050916, + "TN": 2100820, + "TP": 9, + "n_pred": 1691, + "n_ref": 282 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 77, + "FP": 899, + "IoU": 0.0, + "TN": 2101808, + "TP": 0, + "n_pred": 899, + "n_ref": 77 + }, + "3": { + "Dice": 0.018461193674449875, + "FN": 140150, + "FP": 0, + "IoU": 0.009316594565555461, + "TN": 1961316, + "TP": 1318, + "n_pred": 1318, + "n_ref": 141468 + }, + "4": { + "Dice": 0.7080450873204006, + "FN": 4102, + "FP": 1933, + "IoU": 0.54804163858309, + "TN": 2089431, + "TP": 7318, + "n_pred": 9251, + "n_ref": 11420 + }, + "5": { + "Dice": 0.0, + "FN": 20, + "FP": 100, + "IoU": 0.0, + "TN": 2102664, + "TP": 0, + "n_pred": 100, + "n_ref": 20 + }, + "6": { + "Dice": 0.7897870697591542, + "FN": 4650, + "FP": 80292, + "IoU": 0.6526017447210533, + "TN": 1858275, + "TP": 159567, + "n_pred": 239859, + "n_ref": 164217 + }, + "7": { + "Dice": 0.07171830499697937, + "FN": 14385, + "FP": 28639, + "IoU": 0.037192856823166094, + "TN": 2058098, + "TP": 1662, + "n_pred": 30301, + "n_ref": 16047 + }, + "8": { + "Dice": 0.9214274928273015, + "FN": 1033, + "FP": 3650, + "IoU": 0.8543027814075042, + "TN": 2070642, + "TP": 27459, + "n_pred": 31109, + "n_ref": 28492 + }, + "9": { + "Dice": 0.729602157788267, + "FN": 3404, + "FP": 1809, + "IoU": 0.5743099787685775, + "TN": 2090538, + "TP": 7033, + "n_pred": 8842, + "n_ref": 10437 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0005.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0005.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5046728971962616, + "FN": 8, + "FP": 98, + "IoU": 0.3375, + "TN": 1051232, + "TP": 54, + "n_pred": 152, + "n_ref": 62 + }, + "10": { + "Dice": 0.46153846153846156, + "FN": 28, + "FP": 0, + "IoU": 0.3, + "TN": 1051352, + "TP": 12, + "n_pred": 12, + "n_ref": 40 + }, + "11": { + "Dice": 0.6712184873949579, + "FN": 619, + "FP": 7, + "IoU": 0.5051383399209486, + "TN": 1050127, + "TP": 639, + "n_pred": 646, + "n_ref": 1258 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 17, + "FP": 31, + "IoU": 0.0, + "TN": 1051344, + "TP": 0, + "n_pred": 31, + "n_ref": 17 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9064602960969045, + "FN": 1057, + "FP": 55, + "IoU": 0.8289230769230769, + "TN": 1044892, + "TP": 5388, + "n_pred": 5443, + "n_ref": 6445 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 655, + "IoU": 0.0, + "TN": 1050737, + "TP": 0, + "n_pred": 655, + "n_ref": 0 + }, + "4": { + "Dice": 0.8876811594202898, + "FN": 3888, + "FP": 1940, + "IoU": 0.7980456026058632, + "TN": 1022534, + "TP": 23030, + "n_pred": 24970, + "n_ref": 26918 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8654671056788424, + "FN": 19149, + "FP": 19177, + "IoU": 0.7628400287121606, + "TN": 889788, + "TP": 123278, + "n_pred": 142455, + "n_ref": 142427 + }, + "7": { + "Dice": 0.7347127021740167, + "FN": 1858, + "FP": 14823, + "IoU": 0.5806686777275013, + "TN": 1011612, + "TP": 23099, + "n_pred": 37922, + "n_ref": 24957 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.6096165230546603, + "FN": 11526, + "FP": 344, + "IoU": 0.4384520768284606, + "TN": 1030254, + "TP": 9268, + "n_pred": 9612, + "n_ref": 20794 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0017.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0017.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.20681753770268396, + "FN": 131301, + "FP": 238, + "IoU": 0.11533546755622512, + "TN": 2479792, + "TP": 17149, + "n_pred": 17387, + "n_ref": 148450 + }, + "10": { + "Dice": 0.017717862301396246, + "FN": 30507, + "FP": 96, + "IoU": 0.008938113280870495, + "TN": 2597601, + "TP": 276, + "n_pred": 372, + "n_ref": 30783 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 31, + "IoU": 0.0, + "TN": 2628449, + "TP": 0, + "n_pred": 31, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 588, + "IoU": 0.0, + "TN": 2627892, + "TP": 0, + "n_pred": 588, + "n_ref": 0 + }, + "13": { + "Dice": 0.036703982382088454, + "FN": 36713, + "FP": 30, + "IoU": 0.01869508319312021, + "TN": 2591037, + "TP": 700, + "n_pred": 730, + "n_ref": 37413 + }, + "14": { + "Dice": 0.6558950830433029, + "FN": 3974, + "FP": 46351, + "IoU": 0.4879790816689898, + "TN": 2530193, + "TP": 47962, + "n_pred": 94313, + "n_ref": 51936 + }, + "15": { + "Dice": 0.6275554275842211, + "FN": 1807, + "FP": 3367, + "IoU": 0.45725375013112346, + "TN": 2618947, + "TP": 4359, + "n_pred": 7726, + "n_ref": 6166 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 876, + "IoU": 0.0, + "TN": 2627604, + "TP": 0, + "n_pred": 876, + "n_ref": 0 + }, + "3": { + "Dice": 0.0176678445229682, + "FN": 1112, + "FP": 0, + "IoU": 0.008912655971479501, + "TN": 2627358, + "TP": 10, + "n_pred": 10, + "n_ref": 1122 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 21, + "IoU": 0.0, + "TN": 2628459, + "TP": 0, + "n_pred": 21, + "n_ref": 0 + }, + "5": { + "Dice": 0.553772579297629, + "FN": 7400, + "FP": 8089, + "IoU": 0.38290836653386456, + "TN": 2603380, + "TP": 9611, + "n_pred": 17700, + "n_ref": 17011 + }, + "6": { + "Dice": 0.3198497531840735, + "FN": 3281, + "FP": 157514, + "IoU": 0.19036973258208587, + "TN": 2429877, + "TP": 37808, + "n_pred": 195322, + "n_ref": 41089 + }, + "7": { + "Dice": 0.7216268629276653, + "FN": 27763, + "FP": 19176, + "IoU": 0.564488443945481, + "TN": 2520701, + "TP": 60840, + "n_pred": 80016, + "n_ref": 88603 + }, + "8": { + "Dice": 0.7867225838589594, + "FN": 23514, + "FP": 8169, + "IoU": 0.6484276171242149, + "TN": 2538362, + "TP": 58435, + "n_pred": 66604, + "n_ref": 81949 + }, + "9": { + "Dice": 0.7362409879363266, + "FN": 2677, + "FP": 1018, + "IoU": 0.5825802078626299, + "TN": 2619628, + "TP": 5157, + "n_pred": 6175, + "n_ref": 7834 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0021.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0021.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9630106818079671, + "FN": 3462, + "FP": 3945, + "IoU": 0.9286601750989627, + "TN": 2349421, + "TP": 96420, + "n_pred": 100365, + "n_ref": 99882 + }, + "10": { + "Dice": 0.7490769457982572, + "FN": 1570, + "FP": 129, + "IoU": 0.5988193624557261, + "TN": 2449013, + "TP": 2536, + "n_pred": 2665, + "n_ref": 4106 + }, + "11": { + "Dice": 0.5184827252959652, + "FN": 1552, + "FP": 441, + "IoU": 0.34996738421395956, + "TN": 2450182, + "TP": 1073, + "n_pred": 1514, + "n_ref": 2625 + }, + "12": { + "Dice": 0.5739626227431105, + "FN": 1414, + "FP": 1276, + "IoU": 0.40248778320746337, + "TN": 2448746, + "TP": 1812, + "n_pred": 3088, + "n_ref": 3226 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 153, + "IoU": 0.0, + "TN": 2453095, + "TP": 0, + "n_pred": 153, + "n_ref": 0 + }, + "14": { + "Dice": 0.902491967043483, + "FN": 5864, + "FP": 6669, + "IoU": 0.8223101243389619, + "TN": 2382715, + "TP": 58000, + "n_pred": 64669, + "n_ref": 63864 + }, + "15": { + "Dice": 0.4872737490341162, + "FN": 21890, + "FP": 7, + "IoU": 0.3221162776298681, + "TN": 2420946, + "TP": 10405, + "n_pred": 10412, + "n_ref": 32295 + }, + "2": { + "Dice": 0.9498488728028801, + "FN": 1853, + "FP": 752, + "IoU": 0.9044877905697735, + "TN": 2425974, + "TP": 24669, + "n_pred": 25421, + "n_ref": 26522 + }, + "3": { + "Dice": 0.9501327960435937, + "FN": 746, + "FP": 1432, + "IoU": 0.9050028350852707, + "TN": 2430321, + "TP": 20749, + "n_pred": 22181, + "n_ref": 21495 + }, + "4": { + "Dice": 0.8542993326978074, + "FN": 2211, + "FP": 1610, + "IoU": 0.7456566597883245, + "TN": 2438225, + "TP": 11202, + "n_pred": 12812, + "n_ref": 13413 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9568799731032164, + "FN": 2449, + "FP": 7170, + "IoU": 0.9173248987941245, + "TN": 2336901, + "TP": 106728, + "n_pred": 113898, + "n_ref": 109177 + }, + "7": { + "Dice": 0.7468056833282224, + "FN": 576, + "FP": 4378, + "IoU": 0.5959216965742251, + "TN": 2440988, + "TP": 7306, + "n_pred": 11684, + "n_ref": 7882 + }, + "8": { + "Dice": 0.8590998043052838, + "FN": 1051, + "FP": 1541, + "IoU": 0.7530017152658662, + "TN": 2442754, + "TP": 7902, + "n_pred": 9443, + "n_ref": 8953 + }, + "9": { + "Dice": 0.6477794793261868, + "FN": 138, + "FP": 322, + "IoU": 0.47904869762174407, + "TN": 2452365, + "TP": 423, + "n_pred": 745, + "n_ref": 561 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0035.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0035.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 94, + "IoU": 0.0, + "TN": 1927458, + "TP": 0, + "n_pred": 94, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9245071997763177, + "FN": 2088, + "FP": 1152, + "IoU": 0.8596126348628623, + "TN": 1904473, + "TP": 19839, + "n_pred": 20991, + "n_ref": 21927 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9749912647590976, + "FN": 4852, + "FP": 2377, + "IoU": 0.951202883680743, + "TN": 1779408, + "TP": 140915, + "n_pred": 143292, + "n_ref": 145767 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0045.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0045.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.15017688006390506, + "FN": 302, + "FP": 7145, + "IoU": 0.08118445404071561, + "TN": 2269911, + "TP": 658, + "n_pred": 7803, + "n_ref": 960 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 26456, + "IoU": 0.0, + "TN": 2251560, + "TP": 0, + "n_pred": 26456, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 234, + "FP": 151, + "IoU": 0.0, + "TN": 2277631, + "TP": 0, + "n_pred": 151, + "n_ref": 234 + }, + "14": { + "Dice": 0.02373675822630543, + "FN": 1635, + "FP": 50434, + "IoU": 0.01201092937649425, + "TN": 2225314, + "TP": 633, + "n_pred": 51067, + "n_ref": 2268 + }, + "15": { + "Dice": 0.8239022293189215, + "FN": 6579, + "FP": 7758, + "IoU": 0.7005388921380232, + "TN": 2230140, + "TP": 33539, + "n_pred": 41297, + "n_ref": 40118 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 117, + "IoU": 0.0, + "TN": 2277899, + "TP": 0, + "n_pred": 117, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.3637454981992797, + "FN": 759, + "FP": 301, + "IoU": 0.2223037417461482, + "TN": 2276653, + "TP": 303, + "n_pred": 604, + "n_ref": 1062 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.5617277565141432, + "FN": 307, + "FP": 37824, + "IoU": 0.3905573225502262, + "TN": 2215449, + "TP": 24436, + "n_pred": 62260, + "n_ref": 24743 + }, + "7": { + "Dice": 0.5408981526583254, + "FN": 763, + "FP": 62386, + "IoU": 0.37070623523901586, + "TN": 2177667, + "TP": 37200, + "n_pred": 99586, + "n_ref": 37963 + }, + "8": { + "Dice": 0.5084745762711864, + "FN": 61, + "FP": 26, + "IoU": 0.3409090909090909, + "TN": 2277884, + "TP": 45, + "n_pred": 71, + "n_ref": 106 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0052.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0052.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2368, + "IoU": 0.0, + "TN": 698560, + "TP": 0, + "n_pred": 2368, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 15, + "IoU": 0.0, + "TN": 700913, + "TP": 0, + "n_pred": 15, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.8452380952380952, + "FN": 31, + "FP": 125, + "IoU": 0.7319587628865979, + "TN": 700346, + "TP": 426, + "n_pred": 551, + "n_ref": 457 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7665692845276966, + "FN": 997, + "FP": 3078, + "IoU": 0.6214935909344231, + "TN": 690162, + "TP": 6691, + "n_pred": 9769, + "n_ref": 7688 + }, + "6": { + "Dice": 0.9410106910991181, + "FN": 3833, + "FP": 6507, + "IoU": 0.8885931927639447, + "TN": 608115, + "TP": 82473, + "n_pred": 88980, + "n_ref": 86306 + }, + "7": { + "Dice": 0.7928247585255273, + "FN": 2499, + "FP": 2756, + "IoU": 0.6567602873938603, + "TN": 685618, + "TP": 10055, + "n_pred": 12811, + "n_ref": 12554 + }, + "8": { + "Dice": 0.9267114914425428, + "FN": 1780, + "FP": 618, + "IoU": 0.8634318583062817, + "TN": 683369, + "TP": 15161, + "n_pred": 15779, + "n_ref": 16941 + }, + "9": { + "Dice": 0.7828319882611886, + "FN": 480, + "FP": 112, + "IoU": 0.6431585292344786, + "TN": 699269, + "TP": 1067, + "n_pred": 1179, + "n_ref": 1547 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0081.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0081.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.5687818434460399, + "FN": 364, + "FP": 567, + "IoU": 0.39741100323624595, + "TN": 1049847, + "TP": 614, + "n_pred": 1181, + "n_ref": 978 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 1051388, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "13": { + "Dice": 0.8486336689234223, + "FN": 1013, + "FP": 3302, + "IoU": 0.7370666016696118, + "TN": 1034981, + "TP": 12096, + "n_pred": 15398, + "n_ref": 13109 + }, + "14": { + "Dice": 0.8475177304964538, + "FN": 1337, + "FP": 1243, + "IoU": 0.7353846153846154, + "TN": 1041642, + "TP": 7170, + "n_pred": 8413, + "n_ref": 8507 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9263076960042288, + "FN": 1458, + "FP": 1609, + "IoU": 0.8627310567067985, + "TN": 1029049, + "TP": 19276, + "n_pred": 20885, + "n_ref": 20734 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 4709, + "IoU": 0.0, + "TN": 1046683, + "TP": 0, + "n_pred": 4709, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9021329987452948, + "FN": 140, + "FP": 16, + "IoU": 0.8217142857142857, + "TN": 1050517, + "TP": 719, + "n_pred": 735, + "n_ref": 859 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 5782, + "IoU": 0.0, + "TN": 1045610, + "TP": 0, + "n_pred": 5782, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8658568105453606, + "FN": 1213, + "FP": 344, + "IoU": 0.7634457611668186, + "TN": 1044810, + "TP": 5025, + "n_pred": 5369, + "n_ref": 6238 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0084.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0084.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 861, + "FP": 0, + "IoU": 0.0, + "TN": 1050531, + "TP": 0, + "n_pred": 0, + "n_ref": 861 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 3111, + "IoU": 0.0, + "TN": 1048281, + "TP": 0, + "n_pred": 3111, + "n_ref": 0 + }, + "15": { + "Dice": 0.6840641054086806, + "FN": 37005, + "FP": 17, + "IoU": 0.5198308733884983, + "TN": 974290, + "TP": 40080, + "n_pred": 40097, + "n_ref": 77085 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0133.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0133.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9876720183486238, + "FN": 550, + "FP": 52, + "IoU": 0.9756442934013028, + "TN": 1552371, + "TP": 24115, + "n_pred": 24167, + "n_ref": 24665 + }, + "10": { + "Dice": 0.8688134139951412, + "FN": 1379, + "FP": 4129, + "IoU": 0.7680549121994357, + "TN": 1553341, + "TP": 18239, + "n_pred": 22368, + "n_ref": 19618 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6275372225028976, + "FN": 10829, + "FP": 1704, + "IoU": 0.4572344203369278, + "TN": 1553997, + "TP": 10558, + "n_pred": 12262, + "n_ref": 21387 + }, + "14": { + "Dice": 0.9403266896448375, + "FN": 1794, + "FP": 197, + "IoU": 0.8873741373458536, + "TN": 1559410, + "TP": 15687, + "n_pred": 15884, + "n_ref": 17481 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0020377666077978536, + "FN": 6, + "FP": 14686, + "IoU": 0.0010199224858910723, + "TN": 1562381, + "TP": 15, + "n_pred": 14701, + "n_ref": 21 + }, + "3": { + "Dice": 0.7970752138572392, + "FN": 16340, + "FP": 811, + "IoU": 0.6626143405134258, + "TN": 1526253, + "TP": 33684, + "n_pred": 34495, + "n_ref": 50024 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 1577082, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9642433254662283, + "FN": 6792, + "FP": 1071, + "IoU": 0.9309554542820263, + "TN": 1463205, + "TP": 106020, + "n_pred": 107091, + "n_ref": 112812 + }, + "7": { + "Dice": 0.9761070669955435, + "FN": 2410, + "FP": 2753, + "IoU": 0.9533292354419395, + "TN": 1466462, + "TP": 105463, + "n_pred": 108216, + "n_ref": 107873 + }, + "8": { + "Dice": 0.8955435342606903, + "FN": 1617, + "FP": 3249, + "IoU": 0.8108454810495627, + "TN": 1551363, + "TP": 20859, + "n_pred": 24108, + "n_ref": 22476 + }, + "9": { + "Dice": 0.8609182724539891, + "FN": 6177, + "FP": 254, + "IoU": 0.7558002658059616, + "TN": 1550753, + "TP": 19904, + "n_pred": 20158, + "n_ref": 26081 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0159.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0159.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9226011936052444, + "FN": 1775, + "FP": 728, + "IoU": 0.8563228287698754, + "TN": 1559667, + "TP": 14918, + "n_pred": 15646, + "n_ref": 16693 + }, + "10": { + "Dice": 0.7430854523492427, + "FN": 6914, + "FP": 1381, + "IoU": 0.5911980681090139, + "TN": 1556797, + "TP": 11996, + "n_pred": 13377, + "n_ref": 18910 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 80, + "IoU": 0.0, + "TN": 1577008, + "TP": 0, + "n_pred": 80, + "n_ref": 0 + }, + "13": { + "Dice": 0.34064401622718055, + "FN": 2568, + "FP": 7834, + "IoU": 0.20528688211475285, + "TN": 1563999, + "TP": 2687, + "n_pred": 10521, + "n_ref": 5255 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 12, + "IoU": 0.0, + "TN": 1577076, + "TP": 0, + "n_pred": 12, + "n_ref": 0 + }, + "3": { + "Dice": 0.9281640768063621, + "FN": 810, + "FP": 563, + "IoU": 0.8659572390901104, + "TN": 1566845, + "TP": 8870, + "n_pred": 9433, + "n_ref": 9680 + }, + "4": { + "Dice": 0.47375373705068485, + "FN": 126, + "FP": 7443, + "IoU": 0.3104045189504373, + "TN": 1566112, + "TP": 3407, + "n_pred": 10850, + "n_ref": 3533 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8118921922756321, + "FN": 2279, + "FP": 5168, + "IoU": 0.6833489242282507, + "TN": 1553570, + "TP": 16071, + "n_pred": 21239, + "n_ref": 18350 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 2886, + "IoU": 0.0, + "TN": 1574202, + "TP": 0, + "n_pred": 2886, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.04099935938500961, + "FN": 0, + "FP": 2994, + "IoU": 0.020928711576193592, + "TN": 1574030, + "TP": 64, + "n_pred": 3058, + "n_ref": 64 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0160.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0160.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9518206219667598, + "FN": 7775, + "FP": 1110, + "IoU": 0.9080703569580962, + "TN": 1830902, + "TP": 87765, + "n_pred": 88875, + "n_ref": 95540 + }, + "10": { + "Dice": 0.546147084676238, + "FN": 3019, + "FP": 79, + "IoU": 0.3756549778315195, + "TN": 1922590, + "TP": 1864, + "n_pred": 1943, + "n_ref": 4883 + }, + "11": { + "Dice": 0.5617545209696037, + "FN": 3151, + "FP": 266, + "IoU": 0.39058319957196364, + "TN": 1921945, + "TP": 2190, + "n_pred": 2456, + "n_ref": 5341 + }, + "12": { + "Dice": 0.0, + "FN": 40, + "FP": 0, + "IoU": 0.0, + "TN": 1927512, + "TP": 0, + "n_pred": 0, + "n_ref": 40 + }, + "13": { + "Dice": 0.34152046783625734, + "FN": 76, + "FP": 487, + "IoU": 0.2059238363892807, + "TN": 1926843, + "TP": 146, + "n_pred": 633, + "n_ref": 222 + }, + "14": { + "Dice": 0.7845621146862596, + "FN": 6902, + "FP": 5853, + "IoU": 0.6454974986103391, + "TN": 1891572, + "TP": 23225, + "n_pred": 29078, + "n_ref": 30127 + }, + "15": { + "Dice": 0.7785275506516861, + "FN": 24729, + "FP": 1626, + "IoU": 0.637368080685774, + "TN": 1854875, + "TP": 46322, + "n_pred": 47948, + "n_ref": 71051 + }, + "2": { + "Dice": 0.9128504672897196, + "FN": 394, + "FP": 352, + "IoU": 0.8396733290350311, + "TN": 1922899, + "TP": 3907, + "n_pred": 4259, + "n_ref": 4301 + }, + "3": { + "Dice": 0.875831558250041, + "FN": 317, + "FP": 7261, + "IoU": 0.7790928171641791, + "TN": 1893248, + "TP": 26726, + "n_pred": 33987, + "n_ref": 27043 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1796, + "IoU": 0.0, + "TN": 1925756, + "TP": 0, + "n_pred": 1796, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 66, + "FP": 0, + "IoU": 0.0, + "TN": 1927486, + "TP": 0, + "n_pred": 0, + "n_ref": 66 + }, + "6": { + "Dice": 0.9263361679183844, + "FN": 6806, + "FP": 10545, + "IoU": 0.862780453470624, + "TN": 1801105, + "TP": 109096, + "n_pred": 119641, + "n_ref": 115902 + }, + "7": { + "Dice": 0.8083438976604818, + "FN": 305, + "FP": 1358, + "IoU": 0.6783365570599613, + "TN": 1922382, + "TP": 3507, + "n_pred": 4865, + "n_ref": 3812 + }, + "8": { + "Dice": 0.8591065292096219, + "FN": 78, + "FP": 701, + "IoU": 0.7530120481927711, + "TN": 1924398, + "TP": 2375, + "n_pred": 3076, + "n_ref": 2453 + }, + "9": { + "Dice": 0.8620319449617668, + "FN": 668, + "FP": 5629, + "IoU": 0.7575185798452, + "TN": 1901583, + "TP": 19672, + "n_pred": 25301, + "n_ref": 20340 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0172.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0172.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 4566, + "FP": 0, + "IoU": 0.0, + "TN": 2799146, + "TP": 0, + "n_pred": 0, + "n_ref": 4566 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 935, + "FP": 0, + "IoU": 0.0, + "TN": 2802777, + "TP": 0, + "n_pred": 0, + "n_ref": 935 + }, + "14": { + "Dice": 0.4837970245853746, + "FN": 1628, + "FP": 9857, + "IoU": 0.31908460307108555, + "TN": 2786845, + "TP": 5382, + "n_pred": 15239, + "n_ref": 7010 + }, + "15": { + "Dice": 0.17559344951923078, + "FN": 35727, + "FP": 8171, + "IoU": 0.09624688613015461, + "TN": 2755139, + "TP": 4675, + "n_pred": 12846, + "n_ref": 40402 + }, + "2": { + "Dice": 0.9590841636633454, + "FN": 143, + "FP": 50, + "IoU": 0.9213849287169043, + "TN": 2801257, + "TP": 2262, + "n_pred": 2312, + "n_ref": 2405 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 285, + "FP": 3, + "IoU": 0.0, + "TN": 2803424, + "TP": 0, + "n_pred": 3, + "n_ref": 285 + }, + "6": { + "Dice": 0.9483912399384081, + "FN": 5733, + "FP": 8411, + "IoU": 0.901847983733857, + "TN": 2659609, + "TP": 129959, + "n_pred": 138370, + "n_ref": 135692 + }, + "7": { + "Dice": 0.5772919919696632, + "FN": 1330, + "FP": 565, + "IoU": 0.40576983380370024, + "TN": 2800523, + "TP": 1294, + "n_pred": 1859, + "n_ref": 2624 + }, + "8": { + "Dice": 0.5421780332453006, + "FN": 2915, + "FP": 32, + "IoU": 0.37190963341858485, + "TN": 2799020, + "TP": 1745, + "n_pred": 1777, + "n_ref": 4660 + }, + "9": { + "Dice": 0.7089552238805971, + "FN": 18, + "FP": 60, + "IoU": 0.5491329479768786, + "TN": 2803539, + "TP": 95, + "n_pred": 155, + "n_ref": 113 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0185.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0185.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8690628590185459, + "FN": 223, + "FP": 3766, + "IoU": 0.7684448830324491, + "TN": 1910325, + "TP": 13238, + "n_pred": 17004, + "n_ref": 13461 + }, + "10": { + "Dice": 0.9217687074829932, + "FN": 78, + "FP": 106, + "IoU": 0.8548895899053628, + "TN": 1926284, + "TP": 1084, + "n_pred": 1190, + "n_ref": 1162 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7230736024174401, + "FN": 2511, + "FP": 55, + "IoU": 0.566260987153482, + "TN": 1921636, + "TP": 3350, + "n_pred": 3405, + "n_ref": 5861 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9258307764314317, + "FN": 5138, + "FP": 1993, + "IoU": 0.8619040241682482, + "TN": 1875914, + "TP": 44507, + "n_pred": 46500, + "n_ref": 49645 + }, + "3": { + "Dice": 0.9301617427758022, + "FN": 2782, + "FP": 3915, + "IoU": 0.8694414660298274, + "TN": 1876257, + "TP": 44598, + "n_pred": 48513, + "n_ref": 47380 + }, + "4": { + "Dice": 0.9038696086040581, + "FN": 711, + "FP": 156, + "IoU": 0.8246004450738418, + "TN": 1922609, + "TP": 4076, + "n_pred": 4232, + "n_ref": 4787 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9170868670551356, + "FN": 11830, + "FP": 9727, + "IoU": 0.8468702051486049, + "TN": 1786776, + "TP": 119219, + "n_pred": 128946, + "n_ref": 131049 + }, + "7": { + "Dice": 0.8781049935979514, + "FN": 412, + "FP": 2444, + "IoU": 0.7826980141520201, + "TN": 1914409, + "TP": 10287, + "n_pred": 12731, + "n_ref": 10699 + }, + "8": { + "Dice": 0.9528097382024345, + "FN": 185, + "FP": 947, + "IoU": 0.9098726114649681, + "TN": 1914992, + "TP": 11428, + "n_pred": 12375, + "n_ref": 11613 + }, + "9": { + "Dice": 0.713891037683722, + "FN": 1404, + "FP": 1185, + "IoU": 0.5550781921292318, + "TN": 1921733, + "TP": 3230, + "n_pred": 4415, + "n_ref": 4634 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0186.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0186.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 73, + "IoU": 0.0, + "TN": 1577015, + "TP": 0, + "n_pred": 73, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8052459768942388, + "FN": 28978, + "FP": 1568, + "IoU": 0.6739847377127915, + "TN": 1483393, + "TP": 63149, + "n_pred": 64717, + "n_ref": 92127 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 27090, + "IoU": 0.0, + "TN": 1549998, + "TP": 0, + "n_pred": 27090, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.46205701078582434, + "FN": 501, + "FP": 10671, + "IoU": 0.30043832185347524, + "TN": 1561118, + "TP": 4798, + "n_pred": 15469, + "n_ref": 5299 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0188.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0188.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2365, + "IoU": 0.0, + "TN": 2626115, + "TP": 0, + "n_pred": 2365, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 14, + "IoU": 0.0, + "TN": 2628466, + "TP": 0, + "n_pred": 14, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6175726376406945, + "FN": 4423, + "FP": 4343, + "IoU": 0.44673062357990406, + "TN": 2612636, + "TP": 7078, + "n_pred": 11421, + "n_ref": 11501 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.6618705035971223, + "FN": 20160, + "FP": 755, + "IoU": 0.4946236559139785, + "TN": 2587095, + "TP": 20470, + "n_pred": 21225, + "n_ref": 40630 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 19313, + "IoU": 0.0, + "TN": 2609167, + "TP": 0, + "n_pred": 19313, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9216062781766572, + "FN": 12558, + "FP": 9978, + "IoU": 0.8546102036076488, + "TN": 2473476, + "TP": 132468, + "n_pred": 142446, + "n_ref": 145026 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 41045, + "IoU": 0.0, + "TN": 2587435, + "TP": 0, + "n_pred": 41045, + "n_ref": 0 + }, + "8": { + "Dice": 0.921027817067421, + "FN": 388, + "FP": 952, + "IoU": 0.8536159056150316, + "TN": 2619326, + "TP": 7814, + "n_pred": 8766, + "n_ref": 8202 + }, + "9": { + "Dice": 0.8802174513959274, + "FN": 1138, + "FP": 1462, + "IoU": 0.7860610548835678, + "TN": 2616327, + "TP": 9553, + "n_pred": 11015, + "n_ref": 10691 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0190.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0190.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 36612, + "IoU": 0.0, + "TN": 1190012, + "TP": 0, + "n_pred": 36612, + "n_ref": 0 + }, + "10": { + "Dice": 0.951907879882592, + "FN": 141, + "FP": 72, + "IoU": 0.9082292115467471, + "TN": 1224303, + "TP": 2108, + "n_pred": 2180, + "n_ref": 2249 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6050283860502839, + "FN": 699, + "FP": 275, + "IoU": 0.43372093023255814, + "TN": 1224904, + "TP": 746, + "n_pred": 1021, + "n_ref": 1445 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8830913808822498, + "FN": 1290, + "FP": 2044, + "IoU": 0.7906567876428482, + "TN": 1210698, + "TP": 12592, + "n_pred": 14636, + "n_ref": 13882 + }, + "15": { + "Dice": 0.6746453143940041, + "FN": 9036, + "FP": 10021, + "IoU": 0.5090300141697798, + "TN": 1187809, + "TP": 19758, + "n_pred": 29779, + "n_ref": 28794 + }, + "2": { + "Dice": 0.9231403058291496, + "FN": 7709, + "FP": 313, + "IoU": 0.8572521664857554, + "TN": 1170427, + "TP": 48175, + "n_pred": 48488, + "n_ref": 55884 + }, + "3": { + "Dice": 0.852512315270936, + "FN": 738, + "FP": 8244, + "IoU": 0.7429380956469477, + "TN": 1191683, + "TP": 25959, + "n_pred": 34203, + "n_ref": 26697 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2175, + "IoU": 0.0, + "TN": 1224449, + "TP": 0, + "n_pred": 2175, + "n_ref": 0 + }, + "5": { + "Dice": 0.29438347320852165, + "FN": 1093, + "FP": 0, + "IoU": 0.17259651778955337, + "TN": 1225303, + "TP": 228, + "n_pred": 228, + "n_ref": 1321 + }, + "6": { + "Dice": 0.7020462362054012, + "FN": 247493, + "FP": 1574, + "IoU": 0.5408869374152068, + "TN": 684128, + "TP": 293429, + "n_pred": 295003, + "n_ref": 540922 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 158180, + "IoU": 0.0, + "TN": 1068444, + "TP": 0, + "n_pred": 158180, + "n_ref": 0 + }, + "8": { + "Dice": 0.960605105578317, + "FN": 276, + "FP": 474, + "IoU": 0.9241964827167981, + "TN": 1216730, + "TP": 9144, + "n_pred": 9618, + "n_ref": 9420 + }, + "9": { + "Dice": 0.7700028677946659, + "FN": 3838, + "FP": 974, + "IoU": 0.626020051294008, + "TN": 1213757, + "TP": 8055, + "n_pred": 9029, + "n_ref": 11893 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0197.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0197.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9768700647448597, + "FN": 1633, + "FP": 3247, + "IoU": 0.9547859280466224, + "TN": 768229, + "TP": 103051, + "n_pred": 106298, + "n_ref": 104684 + }, + "10": { + "Dice": 0.0, + "FN": 895, + "FP": 205, + "IoU": 0.0, + "TN": 875060, + "TP": 0, + "n_pred": 205, + "n_ref": 895 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7620755562896717, + "FN": 7616, + "FP": 2467, + "IoU": 0.6156074873241585, + "TN": 849929, + "TP": 16148, + "n_pred": 18615, + "n_ref": 23764 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9336455893832943, + "FN": 57, + "FP": 368, + "IoU": 0.8755490483162518, + "TN": 872745, + "TP": 2990, + "n_pred": 3358, + "n_ref": 3047 + }, + "3": { + "Dice": 0.9632085212760176, + "FN": 1059, + "FP": 972, + "IoU": 0.9290282000209665, + "TN": 847543, + "TP": 26586, + "n_pred": 27558, + "n_ref": 27645 + }, + "4": { + "Dice": 0.27091633466135456, + "FN": 29, + "FP": 154, + "IoU": 0.15668202764976957, + "TN": 875943, + "TP": 34, + "n_pred": 188, + "n_ref": 63 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.3511450381679389, + "FN": 123, + "FP": 897, + "IoU": 0.21296296296296297, + "TN": 874864, + "TP": 276, + "n_pred": 1173, + "n_ref": 399 + }, + "7": { + "Dice": 0.8082431469120601, + "FN": 2937, + "FP": 22, + "IoU": 0.678194671016857, + "TN": 866965, + "TP": 6236, + "n_pred": 6258, + "n_ref": 9173 + }, + "8": { + "Dice": 0.16666666666666666, + "FN": 1, + "FP": 29, + "IoU": 0.09090909090909091, + "TN": 876127, + "TP": 3, + "n_pred": 32, + "n_ref": 4 + }, + "9": { + "Dice": 0.5675761927557045, + "FN": 2965, + "FP": 2455, + "IoU": 0.39623482232371615, + "TN": 867183, + "TP": 3557, + "n_pred": 6012, + "n_ref": 6522 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0235.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0235.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 226, + "FP": 341, + "IoU": 0.0, + "TN": 1926985, + "TP": 0, + "n_pred": 341, + "n_ref": 226 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.2964352720450281, + "FN": 262, + "FP": 488, + "IoU": 0.17400881057268722, + "TN": 1926644, + "TP": 158, + "n_pred": 646, + "n_ref": 420 + }, + "15": { + "Dice": 0.0, + "FN": 184, + "FP": 0, + "IoU": 0.0, + "TN": 1927368, + "TP": 0, + "n_pred": 0, + "n_ref": 184 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 48, + "IoU": 0.0, + "TN": 1927504, + "TP": 0, + "n_pred": 48, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9200525521872415, + "FN": 838, + "FP": 805, + "IoU": 0.8519419662971974, + "TN": 1916455, + "TP": 9454, + "n_pred": 10259, + "n_ref": 10292 + }, + "7": { + "Dice": 0.8418474457662701, + "FN": 425, + "FP": 3191, + "IoU": 0.7268882175226586, + "TN": 1914312, + "TP": 9624, + "n_pred": 12815, + "n_ref": 10049 + }, + "8": { + "Dice": 0.9309420737992167, + "FN": 93, + "FP": 242, + "IoU": 0.8708060161974547, + "TN": 1924959, + "TP": 2258, + "n_pred": 2500, + "n_ref": 2351 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0237.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0237.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8844900357963349, + "FN": 2855, + "FP": 1469, + "IoU": 0.7929019589060778, + "TN": 2081905, + "TP": 16555, + "n_pred": 18024, + "n_ref": 19410 + }, + "11": { + "Dice": 0.0, + "FN": 93, + "FP": 5, + "IoU": 0.0, + "TN": 2102686, + "TP": 0, + "n_pred": 5, + "n_ref": 93 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 51, + "IoU": 0.0, + "TN": 2102733, + "TP": 0, + "n_pred": 51, + "n_ref": 0 + }, + "13": { + "Dice": 0.7493922937677786, + "FN": 10827, + "FP": 8555, + "IoU": 0.5992225140092223, + "TN": 2054423, + "TP": 28979, + "n_pred": 37534, + "n_ref": 39806 + }, + "14": { + "Dice": 0.4612567242760673, + "FN": 25010, + "FP": 3232, + "IoU": 0.29976197560249923, + "TN": 2062452, + "TP": 12090, + "n_pred": 15322, + "n_ref": 37100 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.3152317880794702, + "FN": 6199, + "FP": 5, + "IoU": 0.1871069182389937, + "TN": 2095152, + "TP": 1428, + "n_pred": 1433, + "n_ref": 7627 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 5215, + "IoU": 0.0, + "TN": 2097569, + "TP": 0, + "n_pred": 5215, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 11757, + "FP": 292, + "IoU": 0.0, + "TN": 2090735, + "TP": 0, + "n_pred": 292, + "n_ref": 11757 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9518104524644747, + "FN": 1442, + "FP": 14768, + "IoU": 0.9080518449190278, + "TN": 1926489, + "TP": 160085, + "n_pred": 174853, + "n_ref": 161527 + }, + "7": { + "Dice": 0.7454050277338125, + "FN": 1075, + "FP": 52490, + "IoU": 0.5941399768144933, + "TN": 1970805, + "TP": 78414, + "n_pred": 130904, + "n_ref": 79489 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 425, + "IoU": 0.0, + "TN": 2102359, + "TP": 0, + "n_pred": 425, + "n_ref": 0 + }, + "9": { + "Dice": 0.8693982074263764, + "FN": 2648, + "FP": 1228, + "IoU": 0.768969422423556, + "TN": 2086007, + "TP": 12901, + "n_pred": 14129, + "n_ref": 15549 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0242.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0242.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9424566580597565, + "FN": 622, + "FP": 2, + "IoU": 0.8911754447157307, + "TN": 2097050, + "TP": 5110, + "n_pred": 5112, + "n_ref": 5732 + }, + "10": { + "Dice": 0.9394332593863798, + "FN": 1055, + "FP": 392, + "IoU": 0.8857841976478017, + "TN": 2090115, + "TP": 11222, + "n_pred": 11614, + "n_ref": 12277 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.4903724525650035, + "FN": 7011, + "FP": 241, + "IoU": 0.32483009030816495, + "TN": 2092043, + "TP": 3489, + "n_pred": 3730, + "n_ref": 10500 + }, + "14": { + "Dice": 0.8453133673621359, + "FN": 5151, + "FP": 6274, + "IoU": 0.732071666432156, + "TN": 2060142, + "TP": 31217, + "n_pred": 37491, + "n_ref": 36368 + }, + "15": { + "Dice": 0.9089095744680851, + "FN": 114, + "FP": 160, + "IoU": 0.8330286410725167, + "TN": 2101143, + "TP": 1367, + "n_pred": 1527, + "n_ref": 1481 + }, + "2": { + "Dice": 0.9770294613837605, + "FN": 4571, + "FP": 249, + "IoU": 0.9550905177634705, + "TN": 1995457, + "TP": 102507, + "n_pred": 102756, + "n_ref": 107078 + }, + "3": { + "Dice": 0.45738942826321466, + "FN": 144, + "FP": 359, + "IoU": 0.2965034965034965, + "TN": 2102069, + "TP": 212, + "n_pred": 571, + "n_ref": 356 + }, + "4": { + "Dice": 0.6483886483886484, + "FN": 645, + "FP": 86, + "IoU": 0.4797153024911032, + "TN": 2101379, + "TP": 674, + "n_pred": 760, + "n_ref": 1319 + }, + "5": { + "Dice": 0.8602150537634409, + "FN": 0, + "FP": 13, + "IoU": 0.7547169811320755, + "TN": 2102731, + "TP": 40, + "n_pred": 53, + "n_ref": 40 + }, + "6": { + "Dice": 0.9643290260527746, + "FN": 706, + "FP": 147, + "IoU": 0.9311152386336106, + "TN": 2090401, + "TP": 11530, + "n_pred": 11677, + "n_ref": 12236 + }, + "7": { + "Dice": 0.9257657766623325, + "FN": 755, + "FP": 6610, + "IoU": 0.8617913640713843, + "TN": 2049495, + "TP": 45924, + "n_pred": 52534, + "n_ref": 46679 + }, + "8": { + "Dice": 0.69002284843869, + "FN": 1327, + "FP": 1522, + "IoU": 0.5267441860465116, + "TN": 2096764, + "TP": 3171, + "n_pred": 4693, + "n_ref": 4498 + }, + "9": { + "Dice": 0.8782045080777788, + "FN": 936, + "FP": 323, + "IoU": 0.7828561572956192, + "TN": 2096986, + "TP": 4539, + "n_pred": 4862, + "n_ref": 5475 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0263.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0263.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9735416989014389, + "FN": 121, + "FP": 221, + "IoU": 0.9484473922218872, + "TN": 1920918, + "TP": 6292, + "n_pred": 6513, + "n_ref": 6413 + }, + "10": { + "Dice": 0.0, + "FN": 6, + "FP": 0, + "IoU": 0.0, + "TN": 1927546, + "TP": 0, + "n_pred": 0, + "n_ref": 6 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 69, + "IoU": 0.0, + "TN": 1927483, + "TP": 0, + "n_pred": 69, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 267, + "IoU": 0.0, + "TN": 1927285, + "TP": 0, + "n_pred": 267, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 5983, + "IoU": 0.0, + "TN": 1921569, + "TP": 0, + "n_pred": 5983, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9471470675894956, + "FN": 7106, + "FP": 2470, + "IoU": 0.8996005409995911, + "TN": 1832173, + "TP": 85803, + "n_pred": 88273, + "n_ref": 92909 + }, + "3": { + "Dice": 0.011276499774470004, + "FN": 42, + "FP": 43798, + "IoU": 0.005670220004536176, + "TN": 1883462, + "TP": 250, + "n_pred": 44048, + "n_ref": 292 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 32421, + "IoU": 0.0, + "TN": 1895131, + "TP": 0, + "n_pred": 32421, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.95678818838884, + "FN": 1847, + "FP": 7940, + "IoU": 0.9171562071475732, + "TN": 1809414, + "TP": 108351, + "n_pred": 116291, + "n_ref": 110198 + }, + "7": { + "Dice": 0.21641139727902797, + "FN": 4386, + "FP": 41403, + "IoU": 0.12133481731654897, + "TN": 1875440, + "TP": 6323, + "n_pred": 47726, + "n_ref": 10709 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 123, + "IoU": 0.0, + "TN": 1927429, + "TP": 0, + "n_pred": 123, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0264.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0264.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 1401853, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "10": { + "Dice": 0.7143390589992532, + "FN": 8328, + "FP": 3912, + "IoU": 0.5556200987510892, + "TN": 1374312, + "TP": 15304, + "n_pred": 19216, + "n_ref": 23632 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7927927927927928, + "FN": 5, + "FP": 41, + "IoU": 0.6567164179104478, + "TN": 1401722, + "TP": 88, + "n_pred": 129, + "n_ref": 93 + }, + "13": { + "Dice": 0.6699387664920144, + "FN": 16993, + "FP": 3921, + "IoU": 0.5036901682526875, + "TN": 1359717, + "TP": 21225, + "n_pred": 25146, + "n_ref": 38218 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 98, + "IoU": 0.0, + "TN": 1401758, + "TP": 0, + "n_pred": 98, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9140636177213982, + "FN": 1687, + "FP": 1917, + "IoU": 0.8417285143384129, + "TN": 1379085, + "TP": 19167, + "n_pred": 21084, + "n_ref": 20854 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 527, + "IoU": 0.0, + "TN": 1401329, + "TP": 0, + "n_pred": 527, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9819162002153953, + "FN": 5911, + "FP": 2938, + "IoU": 0.9644748304836385, + "TN": 1152765, + "TP": 240242, + "n_pred": 243180, + "n_ref": 246153 + }, + "7": { + "Dice": 0.6228373702422145, + "FN": 155, + "FP": 63, + "IoU": 0.45226130653266333, + "TN": 1401458, + "TP": 180, + "n_pred": 243, + "n_ref": 335 + }, + "8": { + "Dice": 0.9158454130385968, + "FN": 1909, + "FP": 1464, + "IoU": 0.8447553734984121, + "TN": 1380129, + "TP": 18354, + "n_pred": 19818, + "n_ref": 20263 + }, + "9": { + "Dice": 0.8591176470588235, + "FN": 988, + "FP": 2844, + "IoU": 0.7530291312193864, + "TN": 1386340, + "TP": 11684, + "n_pred": 14528, + "n_ref": 12672 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0279.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0279.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.826662713706888, + "FN": 2529, + "FP": 7995, + "IoU": 0.7045397119514866, + "TN": 1015773, + "TP": 25095, + "n_pred": 33090, + "n_ref": 27624 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 135, + "IoU": 0.0, + "TN": 1051257, + "TP": 0, + "n_pred": 135, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 307, + "IoU": 0.0, + "TN": 1051085, + "TP": 0, + "n_pred": 307, + "n_ref": 0 + }, + "13": { + "Dice": 0.742191231254179, + "FN": 5205, + "FP": 193, + "IoU": 0.5900668286755771, + "TN": 1038224, + "TP": 7770, + "n_pred": 7963, + "n_ref": 12975 + }, + "14": { + "Dice": 0.9525686618963966, + "FN": 3804, + "FP": 1731, + "IoU": 0.9094330360795222, + "TN": 990277, + "TP": 55580, + "n_pred": 57311, + "n_ref": 59384 + }, + "15": { + "Dice": 0.6236658932714617, + "FN": 811, + "FP": 0, + "IoU": 0.4531355360755226, + "TN": 1049909, + "TP": 672, + "n_pred": 672, + "n_ref": 1483 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.968733485233091, + "FN": 130, + "FP": 3479, + "IoU": 0.9393628818172653, + "TN": 991874, + "TP": 55909, + "n_pred": 59388, + "n_ref": 56039 + }, + "7": { + "Dice": 0.7661290322580645, + "FN": 297, + "FP": 1037, + "IoU": 0.6209150326797386, + "TN": 1047873, + "TP": 2185, + "n_pred": 3222, + "n_ref": 2482 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 334, + "IoU": 0.0, + "TN": 1051058, + "TP": 0, + "n_pred": 334, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 1051391, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0296.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0296.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9015772870662461, + "FN": 61, + "FP": 251, + "IoU": 0.8207926479035037, + "TN": 1400115, + "TP": 1429, + "n_pred": 1680, + "n_ref": 1490 + }, + "10": { + "Dice": 0.8982729570345409, + "FN": 637, + "FP": 2261, + "IoU": 0.8153316765436819, + "TN": 1386163, + "TP": 12795, + "n_pred": 15056, + "n_ref": 13432 + }, + "11": { + "Dice": 0.4404332129963899, + "FN": 151, + "FP": 4, + "IoU": 0.2824074074074074, + "TN": 1401640, + "TP": 61, + "n_pred": 65, + "n_ref": 212 + }, + "12": { + "Dice": 0.7169811320754716, + "FN": 20, + "FP": 205, + "IoU": 0.5588235294117647, + "TN": 1401346, + "TP": 285, + "n_pred": 490, + "n_ref": 305 + }, + "13": { + "Dice": 0.5793842734819269, + "FN": 5966, + "FP": 469, + "IoU": 0.40784025029907056, + "TN": 1390989, + "TP": 4432, + "n_pred": 4901, + "n_ref": 10398 + }, + "14": { + "Dice": 0.7964164482447471, + "FN": 8224, + "FP": 1252, + "IoU": 0.6617043304416123, + "TN": 1373845, + "TP": 18535, + "n_pred": 19787, + "n_ref": 26759 + }, + "15": { + "Dice": 0.42071213272232705, + "FN": 23639, + "FP": 0, + "IoU": 0.26639356981038387, + "TN": 1369633, + "TP": 8584, + "n_pred": 8584, + "n_ref": 32223 + }, + "2": { + "Dice": 0.7753919442568168, + "FN": 12421, + "FP": 215, + "IoU": 0.6331756031004151, + "TN": 1367409, + "TP": 21811, + "n_pred": 22026, + "n_ref": 34232 + }, + "3": { + "Dice": 0.15057433541188053, + "FN": 401, + "FP": 12540, + "IoU": 0.08141680863145939, + "TN": 1387768, + "TP": 1147, + "n_pred": 13687, + "n_ref": 1548 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7235457063711911, + "FN": 2210, + "FP": 285, + "IoU": 0.5668402777777778, + "TN": 1396096, + "TP": 3265, + "n_pred": 3550, + "n_ref": 5475 + }, + "6": { + "Dice": 0.95871986025765, + "FN": 5153, + "FP": 1464, + "IoU": 0.9207127108895705, + "TN": 1318400, + "TP": 76839, + "n_pred": 78303, + "n_ref": 81992 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9518591607810553, + "FN": 1870, + "FP": 1838, + "IoU": 0.908140514294208, + "TN": 1361490, + "TP": 36658, + "n_pred": 38496, + "n_ref": 38528 + }, + "9": { + "Dice": 0.9231996661388715, + "FN": 2975, + "FP": 3282, + "IoU": 0.8573545504285974, + "TN": 1357992, + "TP": 37607, + "n_pred": 40889, + "n_ref": 40582 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0302.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0302.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9710494814457152, + "FN": 684, + "FP": 5072, + "IoU": 0.9437280646012768, + "TN": 2000495, + "TP": 96533, + "n_pred": 101605, + "n_ref": 97217 + }, + "10": { + "Dice": 0.49517241379310345, + "FN": 732, + "FP": 0, + "IoU": 0.3290559120073327, + "TN": 2101693, + "TP": 359, + "n_pred": 359, + "n_ref": 1091 + }, + "11": { + "Dice": 0.6565563158868134, + "FN": 774, + "FP": 1083, + "IoU": 0.4887114537444934, + "TN": 2099152, + "TP": 1775, + "n_pred": 2858, + "n_ref": 2549 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 690, + "IoU": 0.0, + "TN": 2102094, + "TP": 0, + "n_pred": 690, + "n_ref": 0 + }, + "13": { + "Dice": 0.23524947827736672, + "FN": 4031, + "FP": 0, + "IoU": 0.1333046656632982, + "TN": 2098133, + "TP": 620, + "n_pred": 620, + "n_ref": 4651 + }, + "14": { + "Dice": 0.544162129461585, + "FN": 4008, + "FP": 14076, + "IoU": 0.37377934760024933, + "TN": 2073906, + "TP": 10794, + "n_pred": 24870, + "n_ref": 14802 + }, + "15": { + "Dice": 0.8190944478590453, + "FN": 128, + "FP": 755, + "IoU": 0.693615544760583, + "TN": 2099902, + "TP": 1999, + "n_pred": 2754, + "n_ref": 2127 + }, + "2": { + "Dice": 0.9478162366268094, + "FN": 1786, + "FP": 2360, + "IoU": 0.9008086511316331, + "TN": 2060986, + "TP": 37652, + "n_pred": 40012, + "n_ref": 39438 + }, + "3": { + "Dice": 0.9642583170254403, + "FN": 546, + "FP": 1737, + "IoU": 0.9309834033676955, + "TN": 2069705, + "TP": 30796, + "n_pred": 32533, + "n_ref": 31342 + }, + "4": { + "Dice": 0.901605599011939, + "FN": 431, + "FP": 47, + "IoU": 0.820839580209895, + "TN": 2100116, + "TP": 2190, + "n_pred": 2237, + "n_ref": 2621 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 90, + "IoU": 0.0, + "TN": 2102694, + "TP": 0, + "n_pred": 90, + "n_ref": 0 + }, + "6": { + "Dice": 0.9935234090559458, + "FN": 806, + "FP": 1720, + "IoU": 0.987130170731583, + "TN": 1906511, + "TP": 193747, + "n_pred": 195467, + "n_ref": 194553 + }, + "7": { + "Dice": 0.857975389388508, + "FN": 1010, + "FP": 5765, + "IoU": 0.7512757443371636, + "TN": 2075545, + "TP": 20464, + "n_pred": 26229, + "n_ref": 21474 + }, + "8": { + "Dice": 0.8952358448769826, + "FN": 472, + "FP": 3075, + "IoU": 0.8103411399850283, + "TN": 2084082, + "TP": 15155, + "n_pred": 18230, + "n_ref": 15627 + }, + "9": { + "Dice": 0.9056325567679151, + "FN": 316, + "FP": 324, + "IoU": 0.827539746699003, + "TN": 2099073, + "TP": 3071, + "n_pred": 3395, + "n_ref": 3387 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0348.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0348.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8078856032208802, + "FN": 3349, + "FP": 10489, + "IoU": 0.6776913401965808, + "TN": 2410314, + "TP": 29096, + "n_pred": 39585, + "n_ref": 32445 + }, + "11": { + "Dice": 0.0, + "FN": 27, + "FP": 0, + "IoU": 0.0, + "TN": 2453221, + "TP": 0, + "n_pred": 0, + "n_ref": 27 + }, + "12": { + "Dice": 0.6430434115661912, + "FN": 1183, + "FP": 1144, + "IoU": 0.47388650237395435, + "TN": 2448825, + "TP": 2096, + "n_pred": 3240, + "n_ref": 3279 + }, + "13": { + "Dice": 0.8479355962525305, + "FN": 4378, + "FP": 2082, + "IoU": 0.736014057455764, + "TN": 2428777, + "TP": 18011, + "n_pred": 20093, + "n_ref": 22389 + }, + "14": { + "Dice": 0.9485960200721085, + "FN": 2948, + "FP": 3311, + "IoU": 0.9022184033744728, + "TN": 2389238, + "TP": 57751, + "n_pred": 61062, + "n_ref": 60699 + }, + "15": { + "Dice": 0.9064179833849161, + "FN": 799, + "FP": 3797, + "IoU": 0.8288523125046549, + "TN": 2426394, + "TP": 22258, + "n_pred": 26055, + "n_ref": 23057 + }, + "2": { + "Dice": 0.512256128064032, + "FN": 156, + "FP": 3744, + "IoU": 0.34431741761936785, + "TN": 2447300, + "TP": 2048, + "n_pred": 5792, + "n_ref": 2204 + }, + "3": { + "Dice": 0.5071578066136458, + "FN": 184, + "FP": 5703, + "IoU": 0.33972633467922836, + "TN": 2444332, + "TP": 3029, + "n_pred": 8732, + "n_ref": 3213 + }, + "4": { + "Dice": 0.5445783132530121, + "FN": 913, + "FP": 1355, + "IoU": 0.3741721854304636, + "TN": 2449624, + "TP": 1356, + "n_pred": 2711, + "n_ref": 2269 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9642730276967459, + "FN": 2252, + "FP": 1067, + "IoU": 0.9310108295745079, + "TN": 2405139, + "TP": 44790, + "n_pred": 45857, + "n_ref": 47042 + }, + "7": { + "Dice": 0.46254660490340077, + "FN": 831, + "FP": 8683, + "IoU": 0.30085243974132864, + "TN": 2439640, + "TP": 4094, + "n_pred": 12777, + "n_ref": 4925 + }, + "8": { + "Dice": 0.96, + "FN": 1245, + "FP": 1047, + "IoU": 0.9230769230769231, + "TN": 2423452, + "TP": 27504, + "n_pred": 28551, + "n_ref": 28749 + }, + "9": { + "Dice": 0.9655821738675594, + "FN": 801, + "FP": 844, + "IoU": 0.9334546925566343, + "TN": 2428528, + "TP": 23075, + "n_pred": 23919, + "n_ref": 23876 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0378.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0378.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8417598806860552, + "FN": 3532, + "FP": 2834, + "IoU": 0.7267576616018543, + "TN": 2254718, + "TP": 16932, + "n_pred": 19766, + "n_ref": 20464 + }, + "11": { + "Dice": 0.6053765647445105, + "FN": 1645, + "FP": 278, + "IoU": 0.4340788699234844, + "TN": 2274618, + "TP": 1475, + "n_pred": 1753, + "n_ref": 3120 + }, + "12": { + "Dice": 0.3667779304928333, + "FN": 2458, + "FP": 767, + "IoU": 0.22457321471507574, + "TN": 2273857, + "TP": 934, + "n_pred": 1701, + "n_ref": 3392 + }, + "13": { + "Dice": 0.8882455124493341, + "FN": 730, + "FP": 42, + "IoU": 0.7989583333333333, + "TN": 2274176, + "TP": 3068, + "n_pred": 3110, + "n_ref": 3798 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 149, + "IoU": 0.0, + "TN": 2277867, + "TP": 0, + "n_pred": 149, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9635552203155446, + "FN": 2473, + "FP": 426, + "IoU": 0.9296734753287079, + "TN": 2236794, + "TP": 38323, + "n_pred": 38749, + "n_ref": 40796 + }, + "3": { + "Dice": 0.9595978062157221, + "FN": 242, + "FP": 642, + "IoU": 0.9223335090493762, + "TN": 2266634, + "TP": 10498, + "n_pred": 11140, + "n_ref": 10740 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9704115259094166, + "FN": 1255, + "FP": 8038, + "IoU": 0.9425236881818857, + "TN": 2116332, + "TP": 152391, + "n_pred": 160429, + "n_ref": 153646 + }, + "7": { + "Dice": 0.9459104519427761, + "FN": 171, + "FP": 2918, + "IoU": 0.8973720057144756, + "TN": 2247917, + "TP": 27010, + "n_pred": 29928, + "n_ref": 27181 + }, + "8": { + "Dice": 0.6480446927374302, + "FN": 180, + "FP": 9, + "IoU": 0.4793388429752066, + "TN": 2277653, + "TP": 174, + "n_pred": 183, + "n_ref": 354 + }, + "9": { + "Dice": 0.9602574075383636, + "FN": 655, + "FP": 469, + "IoU": 0.9235530163912127, + "TN": 2263313, + "TP": 13579, + "n_pred": 14048, + "n_ref": 14234 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0391.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0391.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9346978557504874, + "FN": 780, + "FP": 828, + "IoU": 0.8774016468435498, + "TN": 1563972, + "TP": 11508, + "n_pred": 12336, + "n_ref": 12288 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 131, + "IoU": 0.0, + "TN": 1576957, + "TP": 0, + "n_pred": 131, + "n_ref": 0 + }, + "13": { + "Dice": 0.8226320725226633, + "FN": 4953, + "FP": 721, + "IoU": 0.6987043330501275, + "TN": 1558256, + "TP": 13158, + "n_pred": 13879, + "n_ref": 18111 + }, + "14": { + "Dice": 0.951982309271837, + "FN": 411, + "FP": 805, + "IoU": 0.9083647324792765, + "TN": 1563818, + "TP": 12054, + "n_pred": 12859, + "n_ref": 12465 + }, + "15": { + "Dice": 0.4050131926121372, + "FN": 865, + "FP": 37, + "IoU": 0.25392886683209265, + "TN": 1575879, + "TP": 307, + "n_pred": 344, + "n_ref": 1172 + }, + "2": { + "Dice": 0.9451725474990307, + "FN": 1041, + "FP": 373, + "IoU": 0.8960446993089252, + "TN": 1563486, + "TP": 12188, + "n_pred": 12561, + "n_ref": 13229 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 81, + "IoU": 0.0, + "TN": 1577007, + "TP": 0, + "n_pred": 81, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8201064458900059, + "FN": 1984, + "FP": 1058, + "IoU": 0.6950681635926222, + "TN": 1567112, + "TP": 6934, + "n_pred": 7992, + "n_ref": 8918 + }, + "6": { + "Dice": 0.9205093767099438, + "FN": 2602, + "FP": 10182, + "IoU": 0.8527256808442008, + "TN": 1490284, + "TP": 74020, + "n_pred": 84202, + "n_ref": 76622 + }, + "7": { + "Dice": 0.6402123400615504, + "FN": 1840, + "FP": 38961, + "IoU": 0.47081787761666366, + "TN": 1499986, + "TP": 36301, + "n_pred": 75262, + "n_ref": 38141 + }, + "8": { + "Dice": 0.9372953441981257, + "FN": 2963, + "FP": 369, + "IoU": 0.8819904374003896, + "TN": 1548853, + "TP": 24903, + "n_pred": 25272, + "n_ref": 27866 + }, + "9": { + "Dice": 0.8851043261097237, + "FN": 6825, + "FP": 306, + "IoU": 0.793889820220822, + "TN": 1542490, + "TP": 27467, + "n_pred": 27773, + "n_ref": 34292 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0398.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0398.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 36, + "IoU": 0.0, + "TN": 2102748, + "TP": 0, + "n_pred": 36, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8694883803128037, + "FN": 1121, + "FP": 356, + "IoU": 0.7691105205565109, + "TN": 2096387, + "TP": 4920, + "n_pred": 5276, + "n_ref": 6041 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 14395, + "IoU": 0.0, + "TN": 2088389, + "TP": 0, + "n_pred": 14395, + "n_ref": 0 + }, + "15": { + "Dice": 0.8002694509936006, + "FN": 1764, + "FP": 15, + "IoU": 0.6670409882088714, + "TN": 2097441, + "TP": 3564, + "n_pred": 3579, + "n_ref": 5328 + }, + "2": { + "Dice": 0.8196528075439349, + "FN": 3348, + "FP": 18, + "IoU": 0.6944167044938719, + "TN": 2091769, + "TP": 7649, + "n_pred": 7667, + "n_ref": 10997 + }, + "3": { + "Dice": 0.9135240882413754, + "FN": 4801, + "FP": 6073, + "IoU": 0.8408139364661104, + "TN": 2034474, + "TP": 57436, + "n_pred": 63509, + "n_ref": 62237 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9877521613832853, + "FN": 554, + "FP": 1146, + "IoU": 0.9758007117437723, + "TN": 2032534, + "TP": 68550, + "n_pred": 69696, + "n_ref": 69104 + }, + "7": { + "Dice": 0.19129271341302395, + "FN": 45937, + "FP": 0, + "IoU": 0.10576211796768542, + "TN": 2051414, + "TP": 5433, + "n_pred": 5433, + "n_ref": 51370 + }, + "8": { + "Dice": 0.8328445747800587, + "FN": 297, + "FP": 159, + "IoU": 0.7135678391959799, + "TN": 2101192, + "TP": 1136, + "n_pred": 1295, + "n_ref": 1433 + }, + "9": { + "Dice": 0.9443915444677204, + "FN": 323, + "FP": 1429, + "IoU": 0.8946418906729208, + "TN": 2086155, + "TP": 14877, + "n_pred": 16306, + "n_ref": 15200 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0404.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0404.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": 0.5384550898657209, + "FN": 2953.355555555556, + "FP": 3721.0977777777784, + "IoU": 0.4566057074512642, + "TN": 1844917.9777777775, + "TP": 17548.902222222223, + "n_pred": 21270.000000000004, + "n_ref": 20502.257777777773 + }, + "mean": { + "1": { + "Dice": 0.7322077294087467, + "FN": 7141.833333333333, + "FP": 1130.5, + "IoU": 0.675430862754533, + "TN": 1839797.7, + "TP": 21071.3, + "n_pred": 22201.8, + "n_ref": 28213.133333333335 + }, + "10": { + "Dice": 0.5712183421680693, + "FN": 2250.866666666667, + "FP": 2909.6666666666665, + "IoU": 0.46905411748159004, + "TN": 1855177.3333333333, + "TP": 8803.466666666667, + "n_pred": 11713.133333333333, + "n_ref": 11054.333333333334 + }, + "11": { + "Dice": 0.31119280148442824, + "FN": 607.8333333333334, + "FP": 71.83333333333333, + "IoU": 0.20291971473026485, + "TN": 1868292.5, + "TP": 169.16666666666666, + "n_pred": 241.0, + "n_ref": 777.0 + }, + "12": { + "Dice": 0.28045946642929487, + "FN": 368.1666666666667, + "FP": 167.4, + "IoU": 0.19362385365933318, + "TN": 1868325.4666666666, + "TP": 280.3, + "n_pred": 447.7, + "n_ref": 648.4666666666667 + }, + "13": { + "Dice": 0.42899346142385997, + "FN": 2919.9333333333334, + "FP": 2162.233333333333, + "IoU": 0.327888795781795, + "TN": 1858641.2666666666, + "TP": 5417.9, + "n_pred": 7580.133333333333, + "n_ref": 8337.833333333334 + }, + "14": { + "Dice": 0.4767474526488799, + "FN": 1580.7, + "FP": 5044.5, + "IoU": 0.41412336672603767, + "TN": 1856150.7666666666, + "TP": 6365.366666666667, + "n_pred": 11409.866666666667, + "n_ref": 7946.066666666667 + }, + "15": { + "Dice": 0.5028303994893134, + "FN": 756.0, + "FP": 2253.866666666667, + "IoU": 0.4008740483578953, + "TN": 1862675.6333333333, + "TP": 3455.8333333333335, + "n_pred": 5709.7, + "n_ref": 4211.833333333333 + }, + "2": { + "Dice": 0.6134294347845644, + "FN": 3194.4, + "FP": 2736.766666666667, + "IoU": 0.5487110165186535, + "TN": 1843851.2666666666, + "TP": 19358.9, + "n_pred": 22095.666666666668, + "n_ref": 22553.3 + }, + "3": { + "Dice": 0.529249820124168, + "FN": 4300.633333333333, + "FP": 3026.0333333333333, + "IoU": 0.4649144681200909, + "TN": 1845031.8666666667, + "TP": 16782.8, + "n_pred": 19808.833333333332, + "n_ref": 21083.433333333334 + }, + "4": { + "Dice": 0.31677542183050633, + "FN": 1290.0333333333333, + "FP": 1072.9666666666667, + "IoU": 0.24650615329379733, + "TN": 1864381.9333333333, + "TP": 2396.4, + "n_pred": 3469.366666666667, + "n_ref": 3686.4333333333334 + }, + "5": { + "Dice": 0.31123721226117446, + "FN": 466.46666666666664, + "FP": 307.46666666666664, + "IoU": 0.22206694093311632, + "TN": 1868060.3666666667, + "TP": 307.03333333333336, + "n_pred": 614.5, + "n_ref": 773.5 + }, + "6": { + "Dice": 0.8113709575106282, + "FN": 10397.033333333333, + "FP": 18195.433333333334, + "IoU": 0.7446310157226873, + "TN": 1722544.1, + "TP": 118004.76666666666, + "n_pred": 136200.2, + "n_ref": 128401.8 + }, + "7": { + "Dice": 0.5978882859686508, + "FN": 7049.8, + "FP": 14727.833333333334, + "IoU": 0.5062149963533643, + "TN": 1804143.3666666667, + "TP": 43220.333333333336, + "n_pred": 57948.166666666664, + "n_ref": 50270.13333333333 + }, + "8": { + "Dice": 0.7739752112784953, + "FN": 896.8, + "FP": 742.4666666666667, + "IoU": 0.7033708868655603, + "TN": 1858962.6, + "TP": 8539.466666666667, + "n_pred": 9281.933333333332, + "n_ref": 9436.266666666666 + }, + "9": { + "Dice": 0.8192503511750322, + "FN": 1079.8333333333333, + "FP": 1267.5, + "IoU": 0.7287553744702445, + "TN": 1857733.5, + "TP": 9060.5, + "n_pred": 10328.0, + "n_ref": 10140.333333333334 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9343742928264314, + "FN": 862, + "FP": 298, + "IoU": 0.876831599065619, + "TN": 1918134, + "TP": 8258, + "n_pred": 8556, + "n_ref": 9120 + }, + "10": { + "Dice": 0.7027702962677953, + "FN": 4040, + "FP": 5230, + "IoU": 0.5417469968856592, + "TN": 1907323, + "TP": 10959, + "n_pred": 16189, + "n_ref": 14999 + }, + "11": { + "Dice": 0.18181818181818182, + "FN": 103, + "FP": 41, + "IoU": 0.1, + "TN": 1927392, + "TP": 16, + "n_pred": 57, + "n_ref": 119 + }, + "12": { + "Dice": 0.40136385776911837, + "FN": 1136, + "FP": 93, + "IoU": 0.251066422912858, + "TN": 1925911, + "TP": 412, + "n_pred": 505, + "n_ref": 1548 + }, + "13": { + "Dice": 0.5889269021346312, + "FN": 6826, + "FP": 1705, + "IoU": 0.41736101625461003, + "TN": 1912910, + "TP": 6111, + "n_pred": 7816, + "n_ref": 12937 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9150160991316226, + "FN": 3303, + "FP": 1923, + "IoU": 0.8433453237410072, + "TN": 1894192, + "TP": 28134, + "n_pred": 30057, + "n_ref": 31437 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.47844763738705376, + "FN": 9509, + "FP": 1054, + "IoU": 0.31444704049844235, + "TN": 1912144, + "TP": 4845, + "n_pred": 5899, + "n_ref": 14354 + }, + "7": { + "Dice": 0.6210080313665971, + "FN": 638, + "FP": 5355, + "IoU": 0.4503347702467211, + "TN": 1916649, + "TP": 4910, + "n_pred": 10265, + "n_ref": 5548 + }, + "8": { + "Dice": 0.9098920086393089, + "FN": 6899, + "FP": 402, + "IoU": 0.8346806149944523, + "TN": 1883389, + "TP": 36862, + "n_pred": 37264, + "n_ref": 43761 + }, + "9": { + "Dice": 0.8644687140745607, + "FN": 2106, + "FP": 4496, + "IoU": 0.7612900893083125, + "TN": 1899895, + "TP": 21055, + "n_pred": 25551, + "n_ref": 23161 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0001.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0001.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8885226603884638, + "FN": 1891, + "FP": 1897, + "IoU": 0.7994069053166702, + "TN": 857276, + "TP": 15096, + "n_pred": 16993, + "n_ref": 16987 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9730386154991729, + "FN": 2973, + "FP": 2422, + "IoU": 0.9474928952388367, + "TN": 773412, + "TP": 97353, + "n_pred": 99775, + "n_ref": 100326 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1094, + "IoU": 0.0, + "TN": 875066, + "TP": 0, + "n_pred": 1094, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0004.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0004.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6347455270232687, + "FN": 4391, + "FP": 3489, + "IoU": 0.4649283628709174, + "TN": 1211897, + "TP": 6847, + "n_pred": 10336, + "n_ref": 11238 + }, + "11": { + "Dice": 0.2984894259818731, + "FN": 1097, + "FP": 64, + "IoU": 0.17542613636363635, + "TN": 1225216, + "TP": 247, + "n_pred": 311, + "n_ref": 1344 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 338, + "IoU": 0.0, + "TN": 1226286, + "TP": 0, + "n_pred": 338, + "n_ref": 0 + }, + "13": { + "Dice": 0.379750346740638, + "FN": 15831, + "FP": 2057, + "IoU": 0.23437767505564117, + "TN": 1203260, + "TP": 5476, + "n_pred": 7533, + "n_ref": 21307 + }, + "14": { + "Dice": 0.808524920288639, + "FN": 516, + "FP": 625, + "IoU": 0.6785915492957747, + "TN": 1223074, + "TP": 2409, + "n_pred": 3034, + "n_ref": 2925 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 10452, + "IoU": 0.0, + "TN": 1216172, + "TP": 0, + "n_pred": 10452, + "n_ref": 0 + }, + "2": { + "Dice": 0.9495910214951493, + "FN": 125, + "FP": 405, + "IoU": 0.9040202825063383, + "TN": 1221102, + "TP": 4992, + "n_pred": 5397, + "n_ref": 5117 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.7239930812947862, + "FN": 714, + "FP": 403, + "IoU": 0.5673896204492641, + "TN": 1224042, + "TP": 1465, + "n_pred": 1868, + "n_ref": 2179 + }, + "5": { + "Dice": 0.0, + "FN": 569, + "FP": 0, + "IoU": 0.0, + "TN": 1226055, + "TP": 0, + "n_pred": 0, + "n_ref": 569 + }, + "6": { + "Dice": 0.9087180459015506, + "FN": 5653, + "FP": 7834, + "IoU": 0.8327069301281336, + "TN": 1146005, + "TP": 67132, + "n_pred": 74966, + "n_ref": 72785 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 74, + "IoU": 0.0, + "TN": 1226550, + "TP": 0, + "n_pred": 74, + "n_ref": 0 + }, + "8": { + "Dice": 0.899891458629039, + "FN": 841, + "FP": 358, + "IoU": 0.8180024286581664, + "TN": 1220036, + "TP": 5389, + "n_pred": 5747, + "n_ref": 6230 + }, + "9": { + "Dice": 0.8822455061040084, + "FN": 8530, + "FP": 4945, + "IoU": 0.7893016855865153, + "TN": 1162670, + "TP": 50479, + "n_pred": 55424, + "n_ref": 59009 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0025.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0025.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5985518905872889, + "FN": 56, + "FP": 443, + "IoU": 0.42709529276693453, + "TN": 2101913, + "TP": 372, + "n_pred": 815, + "n_ref": 428 + }, + "10": { + "Dice": 0.5528488852188275, + "FN": 2889, + "FP": 1443, + "IoU": 0.3820256776034237, + "TN": 2095774, + "TP": 2678, + "n_pred": 4121, + "n_ref": 5567 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.2502951593860685, + "FN": 1234, + "FP": 36, + "IoU": 0.14304993252361672, + "TN": 2101302, + "TP": 212, + "n_pred": 248, + "n_ref": 1446 + }, + "13": { + "Dice": 0.11163337250293771, + "FN": 754, + "FP": 758, + "IoU": 0.05911636589919104, + "TN": 2101177, + "TP": 95, + "n_pred": 853, + "n_ref": 849 + }, + "14": { + "Dice": 0.9155684722152628, + "FN": 6525, + "FP": 215, + "IoU": 0.8442842620829868, + "TN": 2059500, + "TP": 36544, + "n_pred": 36759, + "n_ref": 43069 + }, + "15": { + "Dice": 0.5954234489266337, + "FN": 4939, + "FP": 206, + "IoU": 0.42391669465905274, + "TN": 2093853, + "TP": 3786, + "n_pred": 3992, + "n_ref": 8725 + }, + "2": { + "Dice": 0.6758239941816259, + "FN": 19175, + "FP": 437, + "IoU": 0.5103732367994008, + "TN": 2062729, + "TP": 20443, + "n_pred": 20880, + "n_ref": 39618 + }, + "3": { + "Dice": 0.7735725597670956, + "FN": 2567, + "FP": 21310, + "IoU": 0.6307528145490535, + "TN": 2038120, + "TP": 40787, + "n_pred": 62097, + "n_ref": 43354 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 789, + "IoU": 0.0, + "TN": 2101995, + "TP": 0, + "n_pred": 789, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 2102776, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "6": { + "Dice": 0.7064875678765361, + "FN": 3033, + "FP": 48, + "IoU": 0.5461776403004861, + "TN": 2095995, + "TP": 3708, + "n_pred": 3756, + "n_ref": 6741 + }, + "7": { + "Dice": 0.9155073938982667, + "FN": 16401, + "FP": 7505, + "IoU": 0.8441803925147144, + "TN": 1949363, + "TP": 129515, + "n_pred": 137020, + "n_ref": 145916 + }, + "8": { + "Dice": 0.9278143133462282, + "FN": 410, + "FP": 523, + "IoU": 0.8653485351421562, + "TN": 2095855, + "TP": 5996, + "n_pred": 6519, + "n_ref": 6406 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0042.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0042.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.04496133663953548, + "FN": 168789, + "FP": 292, + "IoU": 0.022997671341318957, + "TN": 1579259, + "TP": 3980, + "n_pred": 4272, + "n_ref": 172769 + }, + "10": { + "Dice": 0.4449877750611247, + "FN": 195, + "FP": 32, + "IoU": 0.2861635220125786, + "TN": 1752002, + "TP": 91, + "n_pred": 123, + "n_ref": 286 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1742, + "IoU": 0.0, + "TN": 1750578, + "TP": 0, + "n_pred": 1742, + "n_ref": 0 + }, + "14": { + "Dice": 0.8773290327008201, + "FN": 5798, + "FP": 1352, + "IoU": 0.7814658597713797, + "TN": 1719602, + "TP": 25568, + "n_pred": 26920, + "n_ref": 31366 + }, + "15": { + "Dice": 0.4499908240044045, + "FN": 1978, + "FP": 30989, + "IoU": 0.2903149419843713, + "TN": 1705867, + "TP": 13486, + "n_pred": 44475, + "n_ref": 15464 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 11864, + "IoU": 0.0, + "TN": 1740456, + "TP": 0, + "n_pred": 11864, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 11851, + "FP": 0, + "IoU": 0.0, + "TN": 1740469, + "TP": 0, + "n_pred": 0, + "n_ref": 11851 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 89, + "IoU": 0.0, + "TN": 1752231, + "TP": 0, + "n_pred": 89, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.4400899763030325, + "FN": 2453, + "FP": 183735, + "IoU": 0.28212523133867984, + "TN": 1492960, + "TP": 73172, + "n_pred": 256907, + "n_ref": 75625 + }, + "7": { + "Dice": 0.6871113017370791, + "FN": 2527, + "FP": 391, + "IoU": 0.523358379614505, + "TN": 1746198, + "TP": 3204, + "n_pred": 3595, + "n_ref": 5731 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0077.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0077.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7427892290772342, + "FN": 12509, + "FP": 1991, + "IoU": 0.5908231509439287, + "TN": 2242579, + "TP": 20937, + "n_pred": 22928, + "n_ref": 33446 + }, + "10": { + "Dice": 0.14689265536723164, + "FN": 150, + "FP": 1, + "IoU": 0.07926829268292683, + "TN": 2277852, + "TP": 13, + "n_pred": 14, + "n_ref": 163 + }, + "11": { + "Dice": 0.17532058019760352, + "FN": 3659, + "FP": 264, + "IoU": 0.09608294930875576, + "TN": 2273676, + "TP": 417, + "n_pred": 681, + "n_ref": 4076 + }, + "12": { + "Dice": 0.048484848484848485, + "FN": 3, + "FP": 154, + "IoU": 0.024844720496894408, + "TN": 2277855, + "TP": 4, + "n_pred": 158, + "n_ref": 7 + }, + "13": { + "Dice": 0.5440733839759209, + "FN": 5294, + "FP": 1068, + "IoU": 0.3736956093719236, + "TN": 2267858, + "TP": 3796, + "n_pred": 4864, + "n_ref": 9090 + }, + "14": { + "Dice": 0.6539820042797845, + "FN": 638, + "FP": 12783, + "IoU": 0.4858642353662274, + "TN": 2251912, + "TP": 12683, + "n_pred": 25466, + "n_ref": 13321 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9190355200109135, + "FN": 7053, + "FP": 2443, + "IoU": 0.8501995551418972, + "TN": 2214625, + "TP": 53895, + "n_pred": 56338, + "n_ref": 60948 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 5544, + "IoU": 0.0, + "TN": 2272472, + "TP": 0, + "n_pred": 5544, + "n_ref": 0 + }, + "4": { + "Dice": 0.4044552732335538, + "FN": 9788, + "FP": 478, + "IoU": 0.2534904013961606, + "TN": 2264264, + "TP": 3486, + "n_pred": 3964, + "n_ref": 13274 + }, + "5": { + "Dice": 0.7020648967551623, + "FN": 267, + "FP": 238, + "IoU": 0.5409090909090909, + "TN": 2276916, + "TP": 595, + "n_pred": 833, + "n_ref": 862 + }, + "6": { + "Dice": 0.9018601523751608, + "FN": 31314, + "FP": 64871, + "IoU": 0.821261658363267, + "TN": 1739883, + "TP": 441948, + "n_pred": 506819, + "n_ref": 473262 + }, + "7": { + "Dice": 0.7814761497159755, + "FN": 1496, + "FP": 20970, + "IoU": 0.6413302041924103, + "TN": 2215379, + "TP": 40171, + "n_pred": 61141, + "n_ref": 41667 + }, + "8": { + "Dice": 0.9387320191795419, + "FN": 695, + "FP": 340, + "IoU": 0.8845381526104418, + "TN": 2269052, + "TP": 7929, + "n_pred": 8269, + "n_ref": 8624 + }, + "9": { + "Dice": 0.8762204203210326, + "FN": 284, + "FP": 4204, + "IoU": 0.7797084376380503, + "TN": 2257643, + "TP": 15885, + "n_pred": 20089, + "n_ref": 16169 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0083.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0083.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.6747737556561086, + "FN": 795, + "FP": 355, + "IoU": 0.50917626973965, + "TN": 1049049, + "TP": 1193, + "n_pred": 1548, + "n_ref": 1988 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 1051387, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8250919668063992, + "FN": 1976, + "FP": 6202, + "IoU": 0.7022608948920522, + "TN": 1023925, + "TP": 19289, + "n_pred": 25491, + "n_ref": 21265 + }, + "15": { + "Dice": 0.834685234369392, + "FN": 2785, + "FP": 1821, + "IoU": 0.7162744856474067, + "TN": 1035158, + "TP": 11628, + "n_pred": 13449, + "n_ref": 14413 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 1051391, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 22, + "IoU": 0.0, + "TN": 1051370, + "TP": 0, + "n_pred": 22, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.857953873447664, + "FN": 5513, + "FP": 4095, + "IoU": 0.7512427506213754, + "TN": 1012768, + "TP": 29016, + "n_pred": 33111, + "n_ref": 34529 + }, + "7": { + "Dice": 0.8629276315789474, + "FN": 7277, + "FP": 1057, + "IoU": 0.7589029999710707, + "TN": 1016825, + "TP": 26233, + "n_pred": 27290, + "n_ref": 33510 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7224669603524229, + "FN": 612, + "FP": 5121, + "IoU": 0.5655172413793104, + "TN": 1038197, + "TP": 7462, + "n_pred": 12583, + "n_ref": 8074 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0086.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0086.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9279520731515056, + "FN": 1829, + "FP": 5026, + "IoU": 0.8655882352941177, + "TN": 1876552, + "TP": 44145, + "n_pred": 49171, + "n_ref": 45974 + }, + "10": { + "Dice": 0.6557733129288641, + "FN": 5456, + "FP": 1517, + "IoU": 0.4878442893867058, + "TN": 1913937, + "TP": 6642, + "n_pred": 8159, + "n_ref": 12098 + }, + "11": { + "Dice": 0.401673640167364, + "FN": 1188, + "FP": 385, + "IoU": 0.2513089005235602, + "TN": 1925451, + "TP": 528, + "n_pred": 913, + "n_ref": 1716 + }, + "12": { + "Dice": 0.41927303465765003, + "FN": 664, + "FP": 23, + "IoU": 0.26524064171122996, + "TN": 1926617, + "TP": 248, + "n_pred": 271, + "n_ref": 912 + }, + "13": { + "Dice": 0.6259695227666758, + "FN": 1531, + "FP": 2568, + "IoU": 0.4555717890822154, + "TN": 1920023, + "TP": 3430, + "n_pred": 5998, + "n_ref": 4961 + }, + "14": { + "Dice": 0.04736897754907835, + "FN": 9049, + "FP": 45009, + "IoU": 0.02425905201978268, + "TN": 1872150, + "TP": 1344, + "n_pred": 46353, + "n_ref": 10393 + }, + "15": { + "Dice": 0.9226957675859018, + "FN": 632, + "FP": 4610, + "IoU": 0.8564857909434376, + "TN": 1891026, + "TP": 31284, + "n_pred": 35894, + "n_ref": 31916 + }, + "2": { + "Dice": 0.9151637267142169, + "FN": 5161, + "FP": 1702, + "IoU": 0.8435961713764814, + "TN": 1883672, + "TP": 37017, + "n_pred": 38719, + "n_ref": 42178 + }, + "3": { + "Dice": 0.86762856575551, + "FN": 1102, + "FP": 6898, + "IoU": 0.7662049213864048, + "TN": 1893334, + "TP": 26218, + "n_pred": 33116, + "n_ref": 27320 + }, + "4": { + "Dice": 0.7399429386590585, + "FN": 717, + "FP": 2929, + "IoU": 0.587229706781388, + "TN": 1918719, + "TP": 5187, + "n_pred": 8116, + "n_ref": 5904 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9459608825634763, + "FN": 1683, + "FP": 18851, + "IoU": 0.8974627856925281, + "TN": 1727293, + "TP": 179725, + "n_pred": 198576, + "n_ref": 181408 + }, + "7": { + "Dice": 0.8922426066794126, + "FN": 1766, + "FP": 883, + "IoU": 0.8054494712103408, + "TN": 1913936, + "TP": 10967, + "n_pred": 11850, + "n_ref": 12733 + }, + "8": { + "Dice": 0.510808646917534, + "FN": 1, + "FP": 610, + "IoU": 0.34301075268817205, + "TN": 1926622, + "TP": 319, + "n_pred": 929, + "n_ref": 320 + }, + "9": { + "Dice": 0.8501869325262595, + "FN": 1144, + "FP": 2222, + "IoU": 0.7394131764341565, + "TN": 1914635, + "TP": 9551, + "n_pred": 11773, + "n_ref": 10695 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0109.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0109.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9574160794783142, + "FN": 1380, + "FP": 7377, + "IoU": 0.9183108051381076, + "TN": 3397441, + "TP": 98442, + "n_pred": 105819, + "n_ref": 99822 + }, + "10": { + "Dice": 0.7197408135574447, + "FN": 859, + "FP": 9262, + "IoU": 0.5621836743522083, + "TN": 3481523, + "TP": 12996, + "n_pred": 22258, + "n_ref": 13855 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3504640, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 104, + "IoU": 0.0, + "TN": 3504536, + "TP": 0, + "n_pred": 104, + "n_ref": 0 + }, + "13": { + "Dice": 0.581345631860873, + "FN": 9772, + "FP": 7657, + "IoU": 0.40978665763630207, + "TN": 3475110, + "TP": 12101, + "n_pred": 19758, + "n_ref": 21873 + }, + "14": { + "Dice": 0.13761330061595473, + "FN": 14607, + "FP": 2614, + "IoU": 0.07389083086851304, + "TN": 3486045, + "TP": 1374, + "n_pred": 3988, + "n_ref": 15981 + }, + "15": { + "Dice": 0.8003333950731617, + "FN": 91, + "FP": 2065, + "IoU": 0.6671298440636096, + "TN": 3498163, + "TP": 4321, + "n_pred": 6386, + "n_ref": 4412 + }, + "2": { + "Dice": 0.65625, + "FN": 5639, + "FP": 301, + "IoU": 0.4883720930232558, + "TN": 3493030, + "TP": 5670, + "n_pred": 5971, + "n_ref": 11309 + }, + "3": { + "Dice": 0.33705080545229243, + "FN": 9, + "FP": 5876, + "IoU": 0.20268256333830104, + "TN": 3497259, + "TP": 1496, + "n_pred": 7372, + "n_ref": 1505 + }, + "4": { + "Dice": 0.703763718052589, + "FN": 7593, + "FP": 451, + "IoU": 0.5429285754872436, + "TN": 3487041, + "TP": 9555, + "n_pred": 10006, + "n_ref": 17148 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3504640, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8446869836312786, + "FN": 615, + "FP": 115561, + "IoU": 0.7311325776335704, + "TN": 3072546, + "TP": 315918, + "n_pred": 431479, + "n_ref": 316533 + }, + "7": { + "Dice": 0.7961942285863965, + "FN": 35607, + "FP": 39087, + "IoU": 0.6613975838074299, + "TN": 3284045, + "TP": 145901, + "n_pred": 184988, + "n_ref": 181508 + }, + "8": { + "Dice": 0.9590214486397588, + "FN": 596, + "FP": 600, + "IoU": 0.9212691725363702, + "TN": 3489449, + "TP": 13995, + "n_pred": 14595, + "n_ref": 14591 + }, + "9": { + "Dice": 0.8592995169082126, + "FN": 772, + "FP": 4354, + "IoU": 0.7533086289041822, + "TN": 3483861, + "TP": 15653, + "n_pred": 20007, + "n_ref": 16425 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0111.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0111.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9187314172447968, + "FN": 145, + "FP": 19, + "IoU": 0.84967919340055, + "TN": 2452157, + "TP": 927, + "n_pred": 946, + "n_ref": 1072 + }, + "10": { + "Dice": 0.0, + "FN": 8, + "FP": 0, + "IoU": 0.0, + "TN": 2453240, + "TP": 0, + "n_pred": 0, + "n_ref": 8 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 5001, + "IoU": 0.0, + "TN": 2448247, + "TP": 0, + "n_pred": 5001, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9362461788307223, + "FN": 8785, + "FP": 1893, + "IoU": 0.8801342568166766, + "TN": 2364165, + "TP": 78405, + "n_pred": 80298, + "n_ref": 87190 + }, + "3": { + "Dice": 0.931759089552875, + "FN": 3865, + "FP": 938, + "IoU": 0.8722368526055383, + "TN": 2415655, + "TP": 32790, + "n_pred": 33728, + "n_ref": 36655 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9861901220174081, + "FN": 394, + "FP": 293, + "IoU": 0.9727564738073522, + "TN": 2428031, + "TP": 24530, + "n_pred": 24823, + "n_ref": 24924 + }, + "7": { + "Dice": 0.745489486614528, + "FN": 31028, + "FP": 5127, + "IoU": 0.5942473009673872, + "TN": 2364142, + "TP": 52951, + "n_pred": 58078, + "n_ref": 83979 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0131.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0131.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9450259622517102, + "FN": 2420, + "FP": 915, + "IoU": 0.89578125, + "TN": 844160, + "TP": 28665, + "n_pred": 29580, + "n_ref": 31085 + }, + "10": { + "Dice": 0.8127053669222344, + "FN": 549, + "FP": 306, + "IoU": 0.6845018450184502, + "TN": 873450, + "TP": 1855, + "n_pred": 2161, + "n_ref": 2404 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 6, + "FP": 0, + "IoU": 0.0, + "TN": 876154, + "TP": 0, + "n_pred": 0, + "n_ref": 6 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 77, + "IoU": 0.0, + "TN": 876083, + "TP": 0, + "n_pred": 77, + "n_ref": 0 + }, + "14": { + "Dice": 0.7064919231941481, + "FN": 842, + "FP": 121, + "IoU": 0.5461828463713477, + "TN": 874038, + "TP": 1159, + "n_pred": 1280, + "n_ref": 2001 + }, + "15": { + "Dice": 0.2795515476480624, + "FN": 752, + "FP": 5160, + "IoU": 0.16248760447655475, + "TN": 869101, + "TP": 1147, + "n_pred": 6307, + "n_ref": 1899 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 876158, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "3": { + "Dice": 0.9556337532549792, + "FN": 3289, + "FP": 3015, + "IoU": 0.9150369961049638, + "TN": 801963, + "TP": 67893, + "n_pred": 70908, + "n_ref": 71182 + }, + "4": { + "Dice": 0.8054715314398908, + "FN": 375, + "FP": 6892, + "IoU": 0.67430082466834, + "TN": 853848, + "TP": 15045, + "n_pred": 21937, + "n_ref": 15420 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9528954285755664, + "FN": 4811, + "FP": 1694, + "IoU": 0.9100289069307479, + "TN": 803859, + "TP": 65796, + "n_pred": 67490, + "n_ref": 70607 + }, + "7": { + "Dice": 0.0, + "FN": 858, + "FP": 138, + "IoU": 0.0, + "TN": 875164, + "TP": 0, + "n_pred": 138, + "n_ref": 858 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0138.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0138.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.889867656620315, + "FN": 10299, + "FP": 203, + "IoU": 0.801587001700359, + "TN": 2049854, + "TP": 42428, + "n_pred": 42631, + "n_ref": 52727 + }, + "10": { + "Dice": 0.8389332213355732, + "FN": 1530, + "FP": 4, + "IoU": 0.7225538071984083, + "TN": 2097255, + "TP": 3995, + "n_pred": 3999, + "n_ref": 5525 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8546387172341371, + "FN": 5420, + "FP": 1778, + "IoU": 0.7461739191762465, + "TN": 2074426, + "TP": 21160, + "n_pred": 22938, + "n_ref": 26580 + }, + "14": { + "Dice": 0.980356295361678, + "FN": 1062, + "FP": 635, + "IoU": 0.9614694730150081, + "TN": 2058741, + "TP": 42346, + "n_pred": 42981, + "n_ref": 43408 + }, + "15": { + "Dice": 0.5287637698898409, + "FN": 0, + "FP": 385, + "IoU": 0.3594009983361065, + "TN": 2102183, + "TP": 216, + "n_pred": 601, + "n_ref": 216 + }, + "2": { + "Dice": 0.8167351605228192, + "FN": 2537, + "FP": 3394, + "IoU": 0.6902386796887241, + "TN": 2083637, + "TP": 13216, + "n_pred": 16610, + "n_ref": 15753 + }, + "3": { + "Dice": 0.5005273755873046, + "FN": 3560, + "FP": 1649, + "IoU": 0.33380227650594707, + "TN": 2094965, + "TP": 2610, + "n_pred": 4259, + "n_ref": 6170 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 8469, + "IoU": 0.0, + "TN": 2094315, + "TP": 0, + "n_pred": 8469, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 204, + "IoU": 0.0, + "TN": 2102580, + "TP": 0, + "n_pred": 204, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0147.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0147.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9803080714725816, + "FN": 2352, + "FP": 844, + "IoU": 0.9613767100111181, + "TN": 2195268, + "TP": 79552, + "n_pred": 80396, + "n_ref": 81904 + }, + "10": { + "Dice": 0.813753404307997, + "FN": 2972, + "FP": 3046, + "IoU": 0.685990086094443, + "TN": 2258851, + "TP": 13147, + "n_pred": 16193, + "n_ref": 16119 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.43270868824531517, + "FN": 259, + "FP": 74, + "IoU": 0.27608695652173915, + "TN": 2277556, + "TP": 127, + "n_pred": 201, + "n_ref": 386 + }, + "13": { + "Dice": 0.3838657282079047, + "FN": 606, + "FP": 3946, + "IoU": 0.2375209380234506, + "TN": 2272046, + "TP": 1418, + "n_pred": 5364, + "n_ref": 2024 + }, + "14": { + "Dice": 0.05783132530120482, + "FN": 2346, + "FP": 0, + "IoU": 0.02977667493796526, + "TN": 2275598, + "TP": 72, + "n_pred": 72, + "n_ref": 2418 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8098798397863819, + "FN": 16810, + "FP": 1702, + "IoU": 0.6805025802109042, + "TN": 2220075, + "TP": 39429, + "n_pred": 41131, + "n_ref": 56239 + }, + "3": { + "Dice": 0.8103964707120779, + "FN": 3750, + "FP": 16063, + "IoU": 0.6812324028638083, + "TN": 2215861, + "TP": 42342, + "n_pred": 58405, + "n_ref": 46092 + }, + "4": { + "Dice": 0.7608919382504288, + "FN": 6550, + "FP": 420, + "IoU": 0.6140642303433002, + "TN": 2259956, + "TP": 11090, + "n_pred": 11510, + "n_ref": 17640 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8996743519604012, + "FN": 1436, + "FP": 2415, + "IoU": 0.8176437162610095, + "TN": 2256898, + "TP": 17267, + "n_pred": 19682, + "n_ref": 18703 + }, + "7": { + "Dice": 0.678332067747367, + "FN": 1364, + "FP": 66837, + "IoU": 0.5132394084732215, + "TN": 2137904, + "TP": 71911, + "n_pred": 138748, + "n_ref": 73275 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9620307319334023, + "FN": 129, + "FP": 936, + "IoU": 0.926839321288727, + "TN": 2263459, + "TP": 13492, + "n_pred": 14428, + "n_ref": 13621 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0158.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0158.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8112816382537623, + "FN": 9091, + "FP": 3562, + "IoU": 0.6824843161856964, + "TN": 1712470, + "TP": 27197, + "n_pred": 30759, + "n_ref": 36288 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 185, + "IoU": 0.0, + "TN": 1752135, + "TP": 0, + "n_pred": 185, + "n_ref": 0 + }, + "13": { + "Dice": 0.6372922648568694, + "FN": 9230, + "FP": 11613, + "IoU": 0.46766613883638963, + "TN": 1713166, + "TP": 18311, + "n_pred": 29924, + "n_ref": 27541 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 1752316, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9327158111411296, + "FN": 70, + "FP": 976, + "IoU": 0.8739151398264223, + "TN": 1744024, + "TP": 7250, + "n_pred": 8226, + "n_ref": 7320 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 337, + "IoU": 0.0, + "TN": 1751983, + "TP": 0, + "n_pred": 337, + "n_ref": 0 + }, + "4": { + "Dice": 0.6522781774580336, + "FN": 1356, + "FP": 94, + "IoU": 0.48398576512455516, + "TN": 1749510, + "TP": 1360, + "n_pred": 1454, + "n_ref": 2716 + }, + "5": { + "Dice": 0.32127576818358616, + "FN": 1241, + "FP": 504, + "IoU": 0.19138090824837814, + "TN": 1750162, + "TP": 413, + "n_pred": 917, + "n_ref": 1654 + }, + "6": { + "Dice": 0.9206243772832946, + "FN": 127, + "FP": 112, + "IoU": 0.8529230769230769, + "TN": 1750695, + "TP": 1386, + "n_pred": 1498, + "n_ref": 1513 + }, + "7": { + "Dice": 0.6634360566366321, + "FN": 3400, + "FP": 1045, + "IoU": 0.4963743485157489, + "TN": 1743494, + "TP": 4381, + "n_pred": 5426, + "n_ref": 7781 + }, + "8": { + "Dice": 0.9592552509219175, + "FN": 3375, + "FP": 691, + "IoU": 0.9217007837624449, + "TN": 1700391, + "TP": 47863, + "n_pred": 48554, + "n_ref": 51238 + }, + "9": { + "Dice": 0.9102195736227874, + "FN": 1296, + "FP": 1235, + "IoU": 0.8352320812447106, + "TN": 1736959, + "TP": 12830, + "n_pred": 14065, + "n_ref": 14126 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0161.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0161.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9809559053773236, + "FN": 391, + "FP": 278, + "IoU": 0.9626236102575563, + "TN": 2084885, + "TP": 17230, + "n_pred": 17508, + "n_ref": 17621 + }, + "10": { + "Dice": 0.8707436280647898, + "FN": 1373, + "FP": 5027, + "IoU": 0.7710770111242264, + "TN": 2074827, + "TP": 21557, + "n_pred": 26584, + "n_ref": 22930 + }, + "11": { + "Dice": 0.28187479514913144, + "FN": 2180, + "FP": 11, + "IoU": 0.16405951926745516, + "TN": 2100163, + "TP": 430, + "n_pred": 441, + "n_ref": 2610 + }, + "12": { + "Dice": 0.17899761336515513, + "FN": 350, + "FP": 338, + "IoU": 0.0982961992136304, + "TN": 2102021, + "TP": 75, + "n_pred": 413, + "n_ref": 425 + }, + "13": { + "Dice": 0.7571295541846118, + "FN": 6963, + "FP": 1383, + "IoU": 0.6091781784125497, + "TN": 2081429, + "TP": 13009, + "n_pred": 14392, + "n_ref": 19972 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 6532, + "IoU": 0.0, + "TN": 2096252, + "TP": 0, + "n_pred": 6532, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9622471996024009, + "FN": 2264, + "FP": 1686, + "IoU": 0.9272412459245888, + "TN": 2048495, + "TP": 50339, + "n_pred": 52025, + "n_ref": 52603 + }, + "3": { + "Dice": 0.9726843920869218, + "FN": 661, + "FP": 1667, + "IoU": 0.9468213902277451, + "TN": 2059007, + "TP": 41449, + "n_pred": 43116, + "n_ref": 42110 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 18, + "IoU": 0.0, + "TN": 2102766, + "TP": 0, + "n_pred": 18, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 2102782, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "6": { + "Dice": 0.983108355863674, + "FN": 1458, + "FP": 5452, + "IoU": 0.9667778878236872, + "TN": 1894790, + "TP": 201084, + "n_pred": 206536, + "n_ref": 202542 + }, + "7": { + "Dice": 0.8804264688839958, + "FN": 3278, + "FP": 1881, + "IoU": 0.7863945014905598, + "TN": 2078632, + "TP": 18993, + "n_pred": 20874, + "n_ref": 22271 + }, + "8": { + "Dice": 0.8195959234757733, + "FN": 539, + "FP": 470, + "IoU": 0.6943350499848531, + "TN": 2099483, + "TP": 2292, + "n_pred": 2762, + "n_ref": 2831 + }, + "9": { + "Dice": 0.9428655388102934, + "FN": 1059, + "FP": 1663, + "IoU": 0.8919069176395839, + "TN": 2077602, + "TP": 22460, + "n_pred": 24123, + "n_ref": 23519 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0170.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0170.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2844, + "IoU": 0.0, + "TN": 2800868, + "TP": 0, + "n_pred": 2844, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 2422, + "IoU": 0.0, + "TN": 2801290, + "TP": 0, + "n_pred": 2422, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6691449814126395, + "FN": 89, + "FP": 0, + "IoU": 0.5027932960893855, + "TN": 2803533, + "TP": 90, + "n_pred": 90, + "n_ref": 179 + }, + "13": { + "Dice": 0.718302910705476, + "FN": 2620, + "FP": 2519, + "IoU": 0.5604311008468053, + "TN": 2792021, + "TP": 6552, + "n_pred": 9071, + "n_ref": 9172 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 58706, + "IoU": 0.0, + "TN": 2745006, + "TP": 0, + "n_pred": 58706, + "n_ref": 0 + }, + "15": { + "Dice": 0.021831988609397248, + "FN": 804, + "FP": 5379, + "IoU": 0.011036468330134356, + "TN": 2797460, + "TP": 69, + "n_pred": 5448, + "n_ref": 873 + }, + "2": { + "Dice": 0.1341614906832298, + "FN": 612, + "FP": 1479, + "IoU": 0.07190412782956059, + "TN": 2801459, + "TP": 162, + "n_pred": 1641, + "n_ref": 774 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1236, + "IoU": 0.0, + "TN": 2802476, + "TP": 0, + "n_pred": 1236, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 6490, + "IoU": 0.0, + "TN": 2797222, + "TP": 0, + "n_pred": 6490, + "n_ref": 0 + }, + "5": { + "Dice": 0.23448993238725016, + "FN": 5573, + "FP": 4730, + "IoU": 0.13281710293746318, + "TN": 2791831, + "TP": 1578, + "n_pred": 6308, + "n_ref": 7151 + }, + "6": { + "Dice": 0.7906249875417104, + "FN": 4474, + "FP": 48045, + "IoU": 0.6537467529898865, + "TN": 2652034, + "TP": 99159, + "n_pred": 147204, + "n_ref": 103633 + }, + "7": { + "Dice": 0.563280678733485, + "FN": 7882, + "FP": 79316, + "IoU": 0.39206034915500027, + "TN": 2660280, + "TP": 56234, + "n_pred": 135550, + "n_ref": 64116 + }, + "8": { + "Dice": 0.9529580936729664, + "FN": 900, + "FP": 1848, + "IoU": 0.9101432215028448, + "TN": 2773130, + "TP": 27834, + "n_pred": 29682, + "n_ref": 28734 + }, + "9": { + "Dice": 0.829668451634955, + "FN": 925, + "FP": 570, + "IoU": 0.7089174454828661, + "TN": 2798576, + "TP": 3641, + "n_pred": 4211, + "n_ref": 4566 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0171.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0171.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5902777777777778, + "FN": 688, + "FP": 20, + "IoU": 0.4187192118226601, + "TN": 1751102, + "TP": 510, + "n_pred": 530, + "n_ref": 1198 + }, + "10": { + "Dice": 0.7513322532159519, + "FN": 4729, + "FP": 8010, + "IoU": 0.6017071035517759, + "TN": 1720336, + "TP": 19245, + "n_pred": 27255, + "n_ref": 23974 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.67853170189099, + "FN": 1628, + "FP": 395, + "IoU": 0.5134680134680135, + "TN": 1748162, + "TP": 2135, + "n_pred": 2530, + "n_ref": 3763 + }, + "13": { + "Dice": 0.08855505040521842, + "FN": 4517, + "FP": 94, + "IoU": 0.04632885211995864, + "TN": 1747485, + "TP": 224, + "n_pred": 318, + "n_ref": 4741 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 34, + "IoU": 0.0, + "TN": 1752286, + "TP": 0, + "n_pred": 34, + "n_ref": 0 + }, + "3": { + "Dice": 0.9593770150290164, + "FN": 300, + "FP": 519, + "IoU": 0.9219256434699714, + "TN": 1741830, + "TP": 9671, + "n_pred": 10190, + "n_ref": 9971 + }, + "4": { + "Dice": 0.013392857142857142, + "FN": 442, + "FP": 0, + "IoU": 0.006741573033707865, + "TN": 1751875, + "TP": 3, + "n_pred": 3, + "n_ref": 445 + }, + "5": { + "Dice": 0.6985035211267606, + "FN": 1784, + "FP": 956, + "IoU": 0.5366925938451133, + "TN": 1746406, + "TP": 3174, + "n_pred": 4130, + "n_ref": 4958 + }, + "6": { + "Dice": 0.40890399320305865, + "FN": 85201, + "FP": 1764, + "IoU": 0.2569951727967876, + "TN": 1635275, + "TP": 30080, + "n_pred": 31844, + "n_ref": 115281 + }, + "7": { + "Dice": 0.5408369974141392, + "FN": 7627, + "FP": 90745, + "IoU": 0.3706487873223848, + "TN": 1596013, + "TP": 57935, + "n_pred": 148680, + "n_ref": 65562 + }, + "8": { + "Dice": 0.9661136047495447, + "FN": 1619, + "FP": 744, + "IoU": 0.934448513093653, + "TN": 1716272, + "TP": 33685, + "n_pred": 34429, + "n_ref": 35304 + }, + "9": { + "Dice": 0.8957298907646475, + "FN": 52, + "FP": 53, + "IoU": 0.8111510791366906, + "TN": 1751764, + "TP": 451, + "n_pred": 504, + "n_ref": 503 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0193.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0193.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7332415691672401, + "FN": 280, + "FP": 3596, + "IoU": 0.5788329892426383, + "TN": 2093581, + "TP": 5327, + "n_pred": 8923, + "n_ref": 5607 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8071568719050733, + "FN": 5831, + "FP": 2425, + "IoU": 0.6766664055768778, + "TN": 2077250, + "TP": 17278, + "n_pred": 19703, + "n_ref": 23109 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 130, + "IoU": 0.0, + "TN": 2102654, + "TP": 0, + "n_pred": 130, + "n_ref": 0 + }, + "15": { + "Dice": 0.8444212993099857, + "FN": 1044, + "FP": 151, + "IoU": 0.7307345651194231, + "TN": 2098346, + "TP": 3243, + "n_pred": 3394, + "n_ref": 4287 + }, + "2": { + "Dice": 0.8344845955784427, + "FN": 8251, + "FP": 1070, + "IoU": 0.7159790358949357, + "TN": 2069966, + "TP": 23497, + "n_pred": 24567, + "n_ref": 31748 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 8018, + "IoU": 0.0, + "TN": 2094766, + "TP": 0, + "n_pred": 8018, + "n_ref": 0 + }, + "4": { + "Dice": 0.10387902695595003, + "FN": 1156, + "FP": 1570, + "IoU": 0.054785020804438284, + "TN": 2099900, + "TP": 158, + "n_pred": 1728, + "n_ref": 1314 + }, + "5": { + "Dice": 0.4669576059850374, + "FN": 856, + "FP": 854, + "IoU": 0.30459536396909315, + "TN": 2100325, + "TP": 749, + "n_pred": 1603, + "n_ref": 1605 + }, + "6": { + "Dice": 0.9768336263728875, + "FN": 431, + "FP": 6460, + "IoU": 0.954716311590679, + "TN": 1950610, + "TP": 145283, + "n_pred": 151743, + "n_ref": 145714 + }, + "7": { + "Dice": 0.6288135593220339, + "FN": 237, + "FP": 639, + "IoU": 0.45859085290482077, + "TN": 2101166, + "TP": 742, + "n_pred": 1381, + "n_ref": 979 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 363, + "IoU": 0.0, + "TN": 2102421, + "TP": 0, + "n_pred": 363, + "n_ref": 0 + }, + "9": { + "Dice": 0.9649606785523119, + "FN": 318, + "FP": 533, + "IoU": 0.9322937385631315, + "TN": 2090215, + "TP": 11718, + "n_pred": 12251, + "n_ref": 12036 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0217.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0217.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9842135809634359, + "FN": 586, + "FP": 1046, + "IoU": 0.9689178379613759, + "TN": 1349350, + "TP": 50874, + "n_pred": 51920, + "n_ref": 51460 + }, + "10": { + "Dice": 0.8262001156737999, + "FN": 9302, + "FP": 8728, + "IoU": 0.7038679477703867, + "TN": 1340971, + "TP": 42855, + "n_pred": 51583, + "n_ref": 52157 + }, + "11": { + "Dice": 0.5658914728682171, + "FN": 321, + "FP": 351, + "IoU": 0.3945945945945946, + "TN": 1400746, + "TP": 438, + "n_pred": 789, + "n_ref": 759 + }, + "12": { + "Dice": 0.30446194225721784, + "FN": 220, + "FP": 45, + "IoU": 0.17956656346749225, + "TN": 1401533, + "TP": 58, + "n_pred": 103, + "n_ref": 278 + }, + "13": { + "Dice": 0.8226955419471176, + "FN": 5974, + "FP": 3957, + "IoU": 0.6987959115586424, + "TN": 1368885, + "TP": 23040, + "n_pred": 26997, + "n_ref": 29014 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9701980810277074, + "FN": 1554, + "FP": 1434, + "IoU": 0.9421210653753027, + "TN": 1350231, + "TP": 48637, + "n_pred": 50071, + "n_ref": 50191 + }, + "3": { + "Dice": 0.9595940910652467, + "FN": 617, + "FP": 912, + "IoU": 0.9223266446532893, + "TN": 1382171, + "TP": 18156, + "n_pred": 19068, + "n_ref": 18773 + }, + "4": { + "Dice": 0.2497331910352188, + "FN": 703, + "FP": 0, + "IoU": 0.14268292682926828, + "TN": 1401036, + "TP": 117, + "n_pred": 117, + "n_ref": 820 + }, + "5": { + "Dice": 0.38149440058747935, + "FN": 2994, + "FP": 375, + "IoU": 0.23570780399274047, + "TN": 1397448, + "TP": 1039, + "n_pred": 1414, + "n_ref": 4033 + }, + "6": { + "Dice": 0.9765344261282318, + "FN": 4189, + "FP": 4927, + "IoU": 0.9541448692152917, + "TN": 1203056, + "TP": 189684, + "n_pred": 194611, + "n_ref": 193873 + }, + "7": { + "Dice": 0.9352551984877127, + "FN": 2404, + "FP": 2254, + "IoU": 0.8783843763870395, + "TN": 1363555, + "TP": 33643, + "n_pred": 35897, + "n_ref": 36047 + }, + "8": { + "Dice": 0.8842110482991173, + "FN": 9230, + "FP": 110, + "IoU": 0.7924536687258344, + "TN": 1356854, + "TP": 35662, + "n_pred": 35772, + "n_ref": 44892 + }, + "9": { + "Dice": 0.8166203586764335, + "FN": 1071, + "FP": 381, + "IoU": 0.6900747065101387, + "TN": 1397171, + "TP": 3233, + "n_pred": 3614, + "n_ref": 4304 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0226.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0226.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 2453240, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 11562, + "IoU": 0.0, + "TN": 2441686, + "TP": 0, + "n_pred": 11562, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 2453240, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 911, + "IoU": 0.0, + "TN": 2452337, + "TP": 0, + "n_pred": 911, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9046858449484675, + "FN": 1597, + "FP": 4072, + "IoU": 0.8259601510453443, + "TN": 2420675, + "TP": 26904, + "n_pred": 30976, + "n_ref": 28501 + }, + "3": { + "Dice": 0.16640826873385012, + "FN": 12, + "FP": 3214, + "IoU": 0.09075535512965051, + "TN": 2449700, + "TP": 322, + "n_pred": 3536, + "n_ref": 334 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 1802, + "IoU": 0.0, + "TN": 2451446, + "TP": 0, + "n_pred": 1802, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 4948, + "IoU": 0.0, + "TN": 2448300, + "TP": 0, + "n_pred": 4948, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0245.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0245.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9378736973976425, + "FN": 4413, + "FP": 1042, + "IoU": 0.8830152262491958, + "TN": 1880922, + "TP": 41175, + "n_pred": 42217, + "n_ref": 45588 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 3325, + "IoU": 0.0, + "TN": 1924227, + "TP": 0, + "n_pred": 3325, + "n_ref": 0 + }, + "11": { + "Dice": 0.42615558060879366, + "FN": 2491, + "FP": 54, + "IoU": 0.2707736389684814, + "TN": 1924062, + "TP": 945, + "n_pred": 999, + "n_ref": 3436 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 365, + "IoU": 0.0, + "TN": 1927187, + "TP": 0, + "n_pred": 365, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 2265, + "IoU": 0.0, + "TN": 1925287, + "TP": 0, + "n_pred": 2265, + "n_ref": 0 + }, + "14": { + "Dice": 0.8790069795628369, + "FN": 1082, + "FP": 4708, + "IoU": 0.7841324286033853, + "TN": 1900730, + "TP": 21032, + "n_pred": 25740, + "n_ref": 22114 + }, + "15": { + "Dice": 0.2536660663750965, + "FN": 2867, + "FP": 34, + "IoU": 0.1452563347083088, + "TN": 1924158, + "TP": 493, + "n_pred": 527, + "n_ref": 3360 + }, + "2": { + "Dice": 0.9679957089218666, + "FN": 462, + "FP": 1328, + "IoU": 0.9379764379764379, + "TN": 1898692, + "TP": 27070, + "n_pred": 28398, + "n_ref": 27532 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1257, + "IoU": 0.0, + "TN": 1926295, + "TP": 0, + "n_pred": 1257, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9390078123720458, + "FN": 4783, + "FP": 10113, + "IoU": 0.8850280174742594, + "TN": 1797990, + "TP": 114666, + "n_pred": 124779, + "n_ref": 119449 + }, + "7": { + "Dice": 0.8862942431584875, + "FN": 3472, + "FP": 18537, + "IoU": 0.795806466576982, + "TN": 1819767, + "TP": 85776, + "n_pred": 104313, + "n_ref": 89248 + }, + "8": { + "Dice": 0.929573348918761, + "FN": 194, + "FP": 288, + "IoU": 0.8684138684138684, + "TN": 1923889, + "TP": 3181, + "n_pred": 3469, + "n_ref": 3375 + }, + "9": { + "Dice": 0.9216621253405994, + "FN": 201, + "FP": 29, + "IoU": 0.8547062539481997, + "TN": 1925969, + "TP": 1353, + "n_pred": 1382, + "n_ref": 1554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0282.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0282.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9769861564235958, + "FN": 3890, + "FP": 808, + "IoU": 0.9550077572832271, + "TN": 1297438, + "TP": 99720, + "n_pred": 100528, + "n_ref": 103610 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 3990, + "IoU": 0.0, + "TN": 1397866, + "TP": 0, + "n_pred": 3990, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 628, + "FP": 0, + "IoU": 0.0, + "TN": 1401228, + "TP": 0, + "n_pred": 0, + "n_ref": 628 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.969668085106383, + "FN": 1008, + "FP": 774, + "IoU": 0.941122051146501, + "TN": 1371590, + "TP": 28484, + "n_pred": 29258, + "n_ref": 29492 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 56, + "IoU": 0.0, + "TN": 1401800, + "TP": 0, + "n_pred": 56, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 7, + "FP": 7, + "IoU": 0.0, + "TN": 1401842, + "TP": 0, + "n_pred": 7, + "n_ref": 7 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8663901550640574, + "FN": 100754, + "FP": 782, + "IoU": 0.764275432975809, + "TN": 971116, + "TP": 329204, + "n_pred": 329986, + "n_ref": 429958 + }, + "7": { + "Dice": 0.019140273885687092, + "FN": 382, + "FP": 18169, + "IoU": 0.009662609438394192, + "TN": 1383124, + "TP": 181, + "n_pred": 18350, + "n_ref": 563 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 2801, + "IoU": 0.0, + "TN": 1399055, + "TP": 0, + "n_pred": 2801, + "n_ref": 0 + }, + "9": { + "Dice": 0.32280319535221497, + "FN": 3221, + "FP": 509, + "IoU": 0.1924659017103269, + "TN": 1397237, + "TP": 889, + "n_pred": 1398, + "n_ref": 4110 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0317.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0317.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9525299188825433, + "FN": 355, + "FP": 950, + "IoU": 0.9093624114460341, + "TN": 1737922, + "TP": 13093, + "n_pred": 14043, + "n_ref": 13448 + }, + "10": { + "Dice": 0.8719147396833348, + "FN": 1163, + "FP": 3440, + "IoU": 0.772915638875185, + "TN": 1732050, + "TP": 15667, + "n_pred": 19107, + "n_ref": 16830 + }, + "11": { + "Dice": 0.322884012539185, + "FN": 312, + "FP": 552, + "IoU": 0.1925233644859813, + "TN": 1751250, + "TP": 206, + "n_pred": 758, + "n_ref": 518 + }, + "12": { + "Dice": 0.5302961275626423, + "FN": 2496, + "FP": 597, + "IoU": 0.36081835089894604, + "TN": 1747481, + "TP": 1746, + "n_pred": 2343, + "n_ref": 4242 + }, + "13": { + "Dice": 0.771577840463354, + "FN": 2085, + "FP": 11600, + "IoU": 0.6281047883037122, + "TN": 1715522, + "TP": 23113, + "n_pred": 34713, + "n_ref": 25198 + }, + "14": { + "Dice": 0.9119140041803523, + "FN": 204, + "FP": 91, + "IoU": 0.8380900109769485, + "TN": 1750498, + "TP": 1527, + "n_pred": 1618, + "n_ref": 1731 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.6896551724137931, + "FN": 24, + "FP": 39, + "IoU": 0.5263157894736842, + "TN": 1752187, + "TP": 70, + "n_pred": 109, + "n_ref": 94 + }, + "3": { + "Dice": 0.9534080797294893, + "FN": 944, + "FP": 365, + "IoU": 0.9109644946265815, + "TN": 1737618, + "TP": 13393, + "n_pred": 13758, + "n_ref": 14337 + }, + "4": { + "Dice": 0.7110354711572913, + "FN": 6214, + "FP": 238, + "IoU": 0.5516330785267547, + "TN": 1737930, + "TP": 7938, + "n_pred": 8176, + "n_ref": 14152 + }, + "5": { + "Dice": 0.7908827785817656, + "FN": 575, + "FP": 3, + "IoU": 0.6540993417115499, + "TN": 1750649, + "TP": 1093, + "n_pred": 1096, + "n_ref": 1668 + }, + "6": { + "Dice": 0.943877582174675, + "FN": 3137, + "FP": 6054, + "IoU": 0.8937198626256085, + "TN": 1665841, + "TP": 77288, + "n_pred": 83342, + "n_ref": 80425 + }, + "7": { + "Dice": 0.951283464435426, + "FN": 310, + "FP": 2607, + "IoU": 0.9070930343663407, + "TN": 1720923, + "TP": 28480, + "n_pred": 31087, + "n_ref": 28790 + }, + "8": { + "Dice": 0.9484618192679123, + "FN": 564, + "FP": 989, + "IoU": 0.9019756359275389, + "TN": 1736477, + "TP": 14290, + "n_pred": 15279, + "n_ref": 14854 + }, + "9": { + "Dice": 0.9292223303547731, + "FN": 2116, + "FP": 2684, + "IoU": 0.8678013715607701, + "TN": 1716011, + "TP": 31509, + "n_pred": 34193, + "n_ref": 33625 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0332.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0332.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8813727928376026, + "FN": 1009, + "FP": 899, + "IoU": 0.7879057358826145, + "TN": 1568092, + "TP": 7088, + "n_pred": 7987, + "n_ref": 8097 + }, + "11": { + "Dice": 0.5853154084798345, + "FN": 356, + "FP": 45, + "IoU": 0.4137426900584795, + "TN": 1576404, + "TP": 283, + "n_pred": 328, + "n_ref": 639 + }, + "12": { + "Dice": 0.7565733672603902, + "FN": 340, + "FP": 234, + "IoU": 0.6084583901773534, + "TN": 1575622, + "TP": 892, + "n_pred": 1126, + "n_ref": 1232 + }, + "13": { + "Dice": 0.529126213592233, + "FN": 418, + "FP": 358, + "IoU": 0.35973597359735976, + "TN": 1575876, + "TP": 436, + "n_pred": 794, + "n_ref": 854 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 212, + "IoU": 0.0, + "TN": 1576876, + "TP": 0, + "n_pred": 212, + "n_ref": 0 + }, + "3": { + "Dice": 0.7597354886113152, + "FN": 248, + "FP": 79, + "IoU": 0.6125592417061612, + "TN": 1576244, + "TP": 517, + "n_pred": 596, + "n_ref": 765 + }, + "4": { + "Dice": 0.10362694300518134, + "FN": 465, + "FP": 1784, + "IoU": 0.0546448087431694, + "TN": 1574709, + "TP": 130, + "n_pred": 1914, + "n_ref": 595 + }, + "5": { + "Dice": 0.450414855788226, + "FN": 15, + "FP": 1376, + "IoU": 0.2906680265170831, + "TN": 1575127, + "TP": 570, + "n_pred": 1946, + "n_ref": 585 + }, + "6": { + "Dice": 0.9623203927565123, + "FN": 4398, + "FP": 13615, + "IoU": 0.9273771846715181, + "TN": 1329053, + "TP": 230022, + "n_pred": 243637, + "n_ref": 234420 + }, + "7": { + "Dice": 0.9509977278557555, + "FN": 18332, + "FP": 3062, + "IoU": 0.9065735633840336, + "TN": 1348095, + "TP": 207599, + "n_pred": 210661, + "n_ref": 225931 + }, + "8": { + "Dice": 0.7732532001987554, + "FN": 705, + "FP": 8878, + "IoU": 0.6303282799058751, + "TN": 1551165, + "TP": 16340, + "n_pred": 25218, + "n_ref": 17045 + }, + "9": { + "Dice": 0.859804134929271, + "FN": 469, + "FP": 2752, + "IoU": 0.7540845930676439, + "TN": 1563990, + "TP": 9877, + "n_pred": 12629, + "n_ref": 10346 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0336.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0336.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8888509309192064, + "FN": 4271, + "FP": 284, + "IoU": 0.7999385101897399, + "TN": 1904784, + "TP": 18213, + "n_pred": 18497, + "n_ref": 22484 + }, + "11": { + "Dice": 0.0, + "FN": 189, + "FP": 27, + "IoU": 0.0, + "TN": 1927336, + "TP": 0, + "n_pred": 27, + "n_ref": 189 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.230566534914361, + "FN": 92, + "FP": 3412, + "IoU": 0.1303052866716307, + "TN": 1923523, + "TP": 525, + "n_pred": 3937, + "n_ref": 617 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 35, + "IoU": 0.0, + "TN": 1927517, + "TP": 0, + "n_pred": 35, + "n_ref": 0 + }, + "2": { + "Dice": 0.8275828882151965, + "FN": 1542, + "FP": 12790, + "IoU": 0.7058775242160564, + "TN": 1878824, + "TP": 34396, + "n_pred": 47186, + "n_ref": 35938 + }, + "3": { + "Dice": 0.8553785872365127, + "FN": 19642, + "FP": 289, + "IoU": 0.7473026257401139, + "TN": 1848679, + "TP": 58942, + "n_pred": 59231, + "n_ref": 78584 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 5982, + "IoU": 0.0, + "TN": 1921570, + "TP": 0, + "n_pred": 5982, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9685854367169058, + "FN": 1567, + "FP": 5180, + "IoU": 0.9390845070422535, + "TN": 1816792, + "TP": 104013, + "n_pred": 109193, + "n_ref": 105580 + }, + "7": { + "Dice": 0.8205156255697772, + "FN": 8138, + "FP": 1706, + "IoU": 0.6956562065234194, + "TN": 1895207, + "TP": 22501, + "n_pred": 24207, + "n_ref": 30639 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0361.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0361.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8199614006065619, + "FN": 523, + "FP": 2089, + "IoU": 0.6948598130841122, + "TN": 2444688, + "TP": 5948, + "n_pred": 8037, + "n_ref": 6471 + }, + "10": { + "Dice": 0.5348837209302325, + "FN": 40, + "FP": 0, + "IoU": 0.36507936507936506, + "TN": 2453185, + "TP": 23, + "n_pred": 23, + "n_ref": 63 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6990979381443299, + "FN": 1088, + "FP": 780, + "IoU": 0.5373947498761763, + "TN": 2449210, + "TP": 2170, + "n_pred": 2950, + "n_ref": 3258 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 7107, + "FP": 11, + "IoU": 0.0, + "TN": 2446130, + "TP": 0, + "n_pred": 11, + "n_ref": 7107 + }, + "3": { + "Dice": 0.4187894367842954, + "FN": 110, + "FP": 7351, + "IoU": 0.26485368016553357, + "TN": 2443099, + "TP": 2688, + "n_pred": 10039, + "n_ref": 2798 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 2453245, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 120, + "FP": 0, + "IoU": 0.0, + "TN": 2453128, + "TP": 0, + "n_pred": 0, + "n_ref": 120 + }, + "6": { + "Dice": 0.8680234201494044, + "FN": 19711, + "FP": 12973, + "IoU": 0.7668210063709717, + "TN": 2313081, + "TP": 107483, + "n_pred": 120456, + "n_ref": 127194 + }, + "7": { + "Dice": 0.7609978525329173, + "FN": 31325, + "FP": 51701, + "IoU": 0.6142022062581898, + "TN": 2238042, + "TP": 132180, + "n_pred": 183881, + "n_ref": 163505 + }, + "8": { + "Dice": 0.7779964068782617, + "FN": 336, + "FP": 2259, + "IoU": 0.6366563987678522, + "TN": 2446106, + "TP": 4547, + "n_pred": 6806, + "n_ref": 4883 + }, + "9": { + "Dice": 0.19607843137254902, + "FN": 41, + "FP": 0, + "IoU": 0.10869565217391304, + "TN": 2453202, + "TP": 5, + "n_pred": 5, + "n_ref": 46 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0362.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0362.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9641256935995964, + "FN": 1098, + "FP": 2529, + "IoU": 0.9307361787453452, + "TN": 1349491, + "TP": 48738, + "n_pred": 51267, + "n_ref": 49836 + }, + "10": { + "Dice": 0.7312232074696107, + "FN": 884, + "FP": 3693, + "IoU": 0.5763213922058688, + "TN": 1391053, + "TP": 6226, + "n_pred": 9919, + "n_ref": 7110 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.34814814814814815, + "FN": 351, + "FP": 1, + "IoU": 0.21076233183856502, + "TN": 1401410, + "TP": 94, + "n_pred": 95, + "n_ref": 445 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 13, + "IoU": 0.0, + "TN": 1401843, + "TP": 0, + "n_pred": 13, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9672300793377027, + "FN": 1713, + "FP": 1517, + "IoU": 0.9365397461589846, + "TN": 1350958, + "TP": 47668, + "n_pred": 49185, + "n_ref": 49381 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9092097736373295, + "FN": 2651, + "FP": 682, + "IoU": 0.8335331135750674, + "TN": 1381834, + "TP": 16689, + "n_pred": 17371, + "n_ref": 19340 + }, + "7": { + "Dice": 0.9360515992016282, + "FN": 6374, + "FP": 6634, + "IoU": 0.8797904094777795, + "TN": 1293645, + "TP": 95203, + "n_pred": 101837, + "n_ref": 101577 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0367.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0367.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9616679066142346, + "FN": 1670, + "FP": 494, + "IoU": 0.9261660240881641, + "TN": 1197315, + "TP": 27145, + "n_pred": 27639, + "n_ref": 28815 + }, + "10": { + "Dice": 0.0, + "FN": 2, + "FP": 0, + "IoU": 0.0, + "TN": 1226622, + "TP": 0, + "n_pred": 0, + "n_ref": 2 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.366186209583171, + "FN": 3002, + "FP": 252, + "IoU": 0.2241297091082499, + "TN": 1222430, + "TP": 940, + "n_pred": 1192, + "n_ref": 3942 + }, + "14": { + "Dice": 0.8402997837130929, + "FN": 1845, + "FP": 4505, + "IoU": 0.7245836224843858, + "TN": 1203568, + "TP": 16706, + "n_pred": 21211, + "n_ref": 18551 + }, + "15": { + "Dice": 0.618358741485566, + "FN": 5858, + "FP": 25, + "IoU": 0.447553760916518, + "TN": 1215975, + "TP": 4766, + "n_pred": 4791, + "n_ref": 10624 + }, + "2": { + "Dice": 0.7290377519159807, + "FN": 2247, + "FP": 2526, + "IoU": 0.5736108629623012, + "TN": 1215430, + "TP": 6421, + "n_pred": 8947, + "n_ref": 8668 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.7330026262036767, + "FN": 698, + "FP": 217, + "IoU": 0.5785352372178719, + "TN": 1224453, + "TP": 1256, + "n_pred": 1473, + "n_ref": 1954 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9810776567071344, + "FN": 2345, + "FP": 5869, + "IoU": 0.9628581247286934, + "TN": 1005472, + "TP": 212938, + "n_pred": 218807, + "n_ref": 215283 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0400.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0400.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9403272377285852, + "FN": 65, + "FP": 59, + "IoU": 0.8873751135331517, + "TN": 1575987, + "TP": 977, + "n_pred": 1036, + "n_ref": 1042 + }, + "11": { + "Dice": 0.13130956583127426, + "FN": 4916, + "FP": 6, + "IoU": 0.0702682281828485, + "TN": 1571794, + "TP": 372, + "n_pred": 378, + "n_ref": 5288 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 1033, + "IoU": 0.0, + "TN": 1576055, + "TP": 0, + "n_pred": 1033, + "n_ref": 0 + }, + "13": { + "Dice": 0.9260439376152944, + "FN": 832, + "FP": 50, + "IoU": 0.8622735790131169, + "TN": 1570684, + "TP": 5522, + "n_pred": 5572, + "n_ref": 6354 + }, + "14": { + "Dice": 0.8935700672083459, + "FN": 931, + "FP": 1191, + "IoU": 0.8076155938349955, + "TN": 1566058, + "TP": 8908, + "n_pred": 10099, + "n_ref": 9839 + }, + "15": { + "Dice": 0.8899035095729462, + "FN": 930, + "FP": 6304, + "IoU": 0.8016451878256101, + "TN": 1540618, + "TP": 29236, + "n_pred": 35540, + "n_ref": 30166 + }, + "2": { + "Dice": 0.9614366680868095, + "FN": 3809, + "FP": 2165, + "IoU": 0.925737158768833, + "TN": 1496644, + "TP": 74470, + "n_pred": 76635, + "n_ref": 78279 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 576, + "IoU": 0.0, + "TN": 1576512, + "TP": 0, + "n_pred": 576, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 68, + "IoU": 0.0, + "TN": 1577020, + "TP": 0, + "n_pred": 68, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9737699644348597, + "FN": 2984, + "FP": 1419, + "IoU": 0.9488807876282914, + "TN": 1490956, + "TP": 81729, + "n_pred": 83148, + "n_ref": 84713 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 53, + "IoU": 0.0, + "TN": 1577035, + "TP": 0, + "n_pred": 53, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9513631230843684, + "FN": 1444, + "FP": 968, + "IoU": 0.9072379047765556, + "TN": 1551086, + "TP": 23590, + "n_pred": 24558, + "n_ref": 25034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0403.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0403.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 4399, + "IoU": 0.0, + "TN": 2098385, + "TP": 0, + "n_pred": 4399, + "n_ref": 0 + }, + "10": { + "Dice": 0.8295904887714664, + "FN": 12278, + "FP": 4363, + "IoU": 0.708803611738149, + "TN": 2045637, + "TP": 40506, + "n_pred": 44869, + "n_ref": 52784 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.17227138643067846, + "FN": 1181, + "FP": 222, + "IoU": 0.09425435765009683, + "TN": 2101235, + "TP": 146, + "n_pred": 368, + "n_ref": 1327 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1562, + "IoU": 0.0, + "TN": 2101222, + "TP": 0, + "n_pred": 1562, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 27363, + "IoU": 0.0, + "TN": 2075421, + "TP": 0, + "n_pred": 27363, + "n_ref": 0 + }, + "3": { + "Dice": 0.656305165400261, + "FN": 71476, + "FP": 172, + "IoU": 0.4884331981493117, + "TN": 1962728, + "TP": 68408, + "n_pred": 68580, + "n_ref": 139884 + }, + "4": { + "Dice": 0.008620689655172414, + "FN": 32, + "FP": 1348, + "IoU": 0.004329004329004329, + "TN": 2101398, + "TP": 6, + "n_pred": 1354, + "n_ref": 38 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 178, + "IoU": 0.0, + "TN": 2102606, + "TP": 0, + "n_pred": 178, + "n_ref": 0 + }, + "6": { + "Dice": 0.976233127374763, + "FN": 4314, + "FP": 9272, + "IoU": 0.9535697564343104, + "TN": 1810173, + "TP": 279025, + "n_pred": 288297, + "n_ref": 283339 + }, + "7": { + "Dice": 0.8211416490486257, + "FN": 19371, + "FP": 9816, + "IoU": 0.6965566714490674, + "TN": 2006598, + "TP": 66999, + "n_pred": 76815, + "n_ref": 86370 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8270904087855425, + "FN": 6605, + "FP": 370, + "IoU": 0.7051612630511054, + "TN": 2079127, + "TP": 16682, + "n_pred": 17052, + "n_ref": 23287 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0410.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0410.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": 0.5892480195840893, + "FN": 2786.473333333334, + "FP": 2479.0555555555557, + "IoU": 0.5030933256361325, + "TN": 1585568.542222222, + "TP": 15459.262222222222, + "n_pred": 17938.31777777778, + "n_ref": 18245.73555555555 + }, + "mean": { + "1": { + "Dice": 0.7267508573375229, + "FN": 2494.7, + "FP": 800.9, + "IoU": 0.662907161476497, + "TN": 1587803.1, + "TP": 15194.633333333333, + "n_pred": 15995.533333333333, + "n_ref": 17689.333333333332 + }, + "10": { + "Dice": 0.5884812875017401, + "FN": 4985.3, + "FP": 2198.3, + "IoU": 0.46046629631294433, + "TN": 1590217.2, + "TP": 8892.533333333333, + "n_pred": 11090.833333333334, + "n_ref": 13877.833333333334 + }, + "11": { + "Dice": 0.39252549838356027, + "FN": 158.0, + "FP": 99.16666666666667, + "IoU": 0.30075512982472324, + "TN": 1605770.7333333334, + "TP": 265.43333333333334, + "n_pred": 364.6, + "n_ref": 423.43333333333334 + }, + "12": { + "Dice": 0.41450373366102344, + "FN": 407.8333333333333, + "FP": 203.43333333333334, + "IoU": 0.2936246357265576, + "TN": 1605268.4666666666, + "TP": 413.6, + "n_pred": 617.0333333333333, + "n_ref": 821.4333333333333 + }, + "13": { + "Dice": 0.42613364921504115, + "FN": 3073.766666666667, + "FP": 4776.3, + "IoU": 0.319903220247819, + "TN": 1592742.9, + "TP": 5700.366666666667, + "n_pred": 10476.666666666666, + "n_ref": 8774.133333333333 + }, + "14": { + "Dice": 0.5983827386612443, + "FN": 4271.5, + "FP": 2479.1, + "IoU": 0.5183427507142729, + "TN": 1583978.3666666667, + "TP": 15564.366666666667, + "n_pred": 18043.466666666667, + "n_ref": 19835.866666666665 + }, + "15": { + "Dice": 0.5339848086629297, + "FN": 1635.4666666666667, + "FP": 1547.8333333333333, + "IoU": 0.4365223464128558, + "TN": 1598598.1666666667, + "TP": 4511.866666666667, + "n_pred": 6059.7, + "n_ref": 6147.333333333333 + }, + "2": { + "Dice": 0.5446966505579074, + "FN": 1404.1666666666667, + "FP": 5017.133333333333, + "IoU": 0.47289161887171843, + "TN": 1587993.1, + "TP": 11878.933333333332, + "n_pred": 16896.066666666666, + "n_ref": 13283.1 + }, + "3": { + "Dice": 0.7782644448451944, + "FN": 6106.566666666667, + "FP": 1017.1, + "IoU": 0.6998087367877438, + "TN": 1580060.8666666667, + "TP": 19108.8, + "n_pred": 20125.9, + "n_ref": 25215.366666666665 + }, + "4": { + "Dice": 0.47608456175880837, + "FN": 377.5, + "FP": 1599.7, + "IoU": 0.40949177770950007, + "TN": 1600227.6666666667, + "TP": 4088.4666666666667, + "n_pred": 5688.166666666667, + "n_ref": 4465.966666666666 + }, + "5": { + "Dice": 0.3312197360893548, + "FN": 590.0, + "FP": 599.2666666666667, + "IoU": 0.2449815851203877, + "TN": 1604316.0, + "TP": 788.0666666666667, + "n_pred": 1387.3333333333333, + "n_ref": 1378.0666666666666 + }, + "6": { + "Dice": 0.917274713573222, + "FN": 3392.266666666667, + "FP": 7423.6, + "IoU": 0.8560780444271643, + "TN": 1506818.3, + "TP": 88659.16666666667, + "n_pred": 96082.76666666666, + "n_ref": 92051.43333333333 + }, + "7": { + "Dice": 0.6672004120073051, + "FN": 10101.2, + "FP": 5832.4, + "IoU": 0.57849023748904, + "TN": 1551103.8333333333, + "TP": 39255.9, + "n_pred": 45088.3, + "n_ref": 49357.1 + }, + "8": { + "Dice": 0.7605413228053023, + "FN": 1998.0333333333333, + "FP": 1133.8666666666666, + "IoU": 0.6998138750587889, + "TN": 1591465.6, + "TP": 11695.833333333334, + "n_pred": 12829.7, + "n_ref": 13693.866666666667 + }, + "9": { + "Dice": 0.6826758787011842, + "FN": 800.8, + "FP": 2457.733333333333, + "IoU": 0.5923224683619748, + "TN": 1597163.8333333333, + "TP": 5870.966666666666, + "n_pred": 8328.7, + "n_ref": 6671.766666666666 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 293, + "IoU": 0.0, + "TN": 1051099, + "TP": 0, + "n_pred": 293, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.1710914454277286, + "FN": 483, + "FP": 79, + "IoU": 0.0935483870967742, + "TN": 1050772, + "TP": 58, + "n_pred": 137, + "n_ref": 541 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.13960024984384758, + "FN": 98, + "FP": 5412, + "IoU": 0.0750377706899446, + "TN": 1045435, + "TP": 447, + "n_pred": 5859, + "n_ref": 545 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.614445968280761, + "FN": 548, + "FP": 21380, + "IoU": 0.4434659018806629, + "TN": 1011991, + "TP": 17473, + "n_pred": 38853, + "n_ref": 18021 + }, + "3": { + "Dice": 0.8502245104262172, + "FN": 24535, + "FP": 949, + "IoU": 0.7394700253537254, + "TN": 953576, + "TP": 72332, + "n_pred": 73281, + "n_ref": 96867 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 514, + "IoU": 0.0, + "TN": 1050878, + "TP": 0, + "n_pred": 514, + "n_ref": 0 + }, + "6": { + "Dice": 0.9866523265835226, + "FN": 2950, + "FP": 798, + "IoU": 0.9736562805310917, + "TN": 909119, + "TP": 138525, + "n_pred": 139323, + "n_ref": 141475 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.627473042662916, + "FN": 2020, + "FP": 9899, + "IoU": 0.4571662795463861, + "TN": 1029435, + "TP": 10038, + "n_pred": 19937, + "n_ref": 12058 + }, + "9": { + "Dice": 0.8103181707217837, + "FN": 938, + "FP": 3724, + "IoU": 0.6811217510259918, + "TN": 1036772, + "TP": 9958, + "n_pred": 13682, + "n_ref": 10896 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0009.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0009.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5800214822771214, + "FN": 219, + "FP": 172, + "IoU": 0.4084720121028744, + "TN": 2277355, + "TP": 270, + "n_pred": 442, + "n_ref": 489 + }, + "10": { + "Dice": 0.24969987995198079, + "FN": 89, + "FP": 536, + "IoU": 0.14266117969821673, + "TN": 2277287, + "TP": 104, + "n_pred": 640, + "n_ref": 193 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9193128578865174, + "FN": 470, + "FP": 615, + "IoU": 0.850674373795761, + "TN": 2270750, + "TP": 6181, + "n_pred": 6796, + "n_ref": 6651 + }, + "14": { + "Dice": 0.7671576308367283, + "FN": 204, + "FP": 539, + "IoU": 0.6222674123029995, + "TN": 2276049, + "TP": 1224, + "n_pred": 1763, + "n_ref": 1428 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9292336463472863, + "FN": 899, + "FP": 6215, + "IoU": 0.8678211107188644, + "TN": 2224195, + "TP": 46707, + "n_pred": 52922, + "n_ref": 47606 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 393, + "IoU": 0.0, + "TN": 2277623, + "TP": 0, + "n_pred": 393, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 273, + "FP": 0, + "IoU": 0.0, + "TN": 2277743, + "TP": 0, + "n_pred": 0, + "n_ref": 273 + }, + "6": { + "Dice": 0.93808339978423, + "FN": 2394, + "FP": 5526, + "IoU": 0.8833870754008569, + "TN": 2210099, + "TP": 59997, + "n_pred": 65523, + "n_ref": 62391 + }, + "7": { + "Dice": 0.9577980394172086, + "FN": 16068, + "FP": 1178, + "IoU": 0.9190138530171402, + "TN": 2065066, + "TP": 195704, + "n_pred": 196882, + "n_ref": 211772 + }, + "8": { + "Dice": 0.013659647125782584, + "FN": 3466, + "FP": 0, + "IoU": 0.006876790830945559, + "TN": 2274526, + "TP": 24, + "n_pred": 24, + "n_ref": 3490 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 54, + "IoU": 0.0, + "TN": 2277962, + "TP": 0, + "n_pred": 54, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0015.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0015.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9086047064416449, + "FN": 1167, + "FP": 371, + "IoU": 0.8325166067733856, + "TN": 1392673, + "TP": 7645, + "n_pred": 8016, + "n_ref": 8812 + }, + "10": { + "Dice": 0.3354055654233274, + "FN": 1758, + "FP": 2732, + "IoU": 0.20149386448515028, + "TN": 1396233, + "TP": 1133, + "n_pred": 3865, + "n_ref": 2891 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5237913970308337, + "FN": 759, + "FP": 492, + "IoU": 0.3548220732336256, + "TN": 1399917, + "TP": 688, + "n_pred": 1180, + "n_ref": 1447 + }, + "13": { + "Dice": 0.5209697645255678, + "FN": 380, + "FP": 6496, + "IoU": 0.35223739990579367, + "TN": 1391241, + "TP": 3739, + "n_pred": 10235, + "n_ref": 4119 + }, + "14": { + "Dice": 0.850653949667123, + "FN": 40864, + "FP": 255, + "IoU": 0.740119957275491, + "TN": 1243633, + "TP": 117104, + "n_pred": 117359, + "n_ref": 157968 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.10394910574960989, + "FN": 390, + "FP": 44400, + "IoU": 0.05482400607748797, + "TN": 1354468, + "TP": 2598, + "n_pred": 46998, + "n_ref": 2988 + }, + "3": { + "Dice": 0.2741575154966804, + "FN": 45520, + "FP": 616, + "IoU": 0.15885430910317416, + "TN": 1347007, + "TP": 8713, + "n_pred": 9329, + "n_ref": 54233 + }, + "4": { + "Dice": 0.8552943969610636, + "FN": 991, + "FP": 6323, + "IoU": 0.7471741159390232, + "TN": 1372927, + "TP": 21615, + "n_pred": 27938, + "n_ref": 22606 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9797223908934635, + "FN": 5325, + "FP": 1788, + "IoU": 0.960250800516354, + "TN": 1222909, + "TP": 171834, + "n_pred": 173622, + "n_ref": 177159 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 150, + "IoU": 0.0, + "TN": 1401706, + "TP": 0, + "n_pred": 150, + "n_ref": 0 + }, + "8": { + "Dice": 0.9811320754716981, + "FN": 1, + "FP": 0, + "IoU": 0.9629629629629629, + "TN": 1401829, + "TP": 26, + "n_pred": 26, + "n_ref": 27 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0019.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0019.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7939817423644765, + "FN": 2181, + "FP": 1475, + "IoU": 0.6583496869451453, + "TN": 1566387, + "TP": 7045, + "n_pred": 8520, + "n_ref": 9226 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7442847042187132, + "FN": 775, + "FP": 310, + "IoU": 0.5927177177177178, + "TN": 1574424, + "TP": 1579, + "n_pred": 1889, + "n_ref": 2354 + }, + "13": { + "Dice": 0.6354956907674046, + "FN": 1989, + "FP": 5074, + "IoU": 0.4657337367624811, + "TN": 1563868, + "TP": 6157, + "n_pred": 11231, + "n_ref": 8146 + }, + "14": { + "Dice": 0.9142819143040809, + "FN": 948, + "FP": 2919, + "IoU": 0.8420988158432013, + "TN": 1552598, + "TP": 20623, + "n_pred": 23542, + "n_ref": 21571 + }, + "15": { + "Dice": 0.005131494547787043, + "FN": 3056, + "FP": 46, + "IoU": 0.002572347266881029, + "TN": 1573978, + "TP": 8, + "n_pred": 54, + "n_ref": 3064 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 129, + "IoU": 0.0, + "TN": 1576959, + "TP": 0, + "n_pred": 129, + "n_ref": 0 + }, + "3": { + "Dice": 0.8936970837253058, + "FN": 456, + "FP": 448, + "IoU": 0.8078231292517006, + "TN": 1572384, + "TP": 3800, + "n_pred": 4248, + "n_ref": 4256 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.027591085956844712, + "FN": 19, + "FP": 2730, + "IoU": 0.013988522238163558, + "TN": 1574300, + "TP": 39, + "n_pred": 2769, + "n_ref": 58 + }, + "6": { + "Dice": 0.9834066753410038, + "FN": 3115, + "FP": 290, + "IoU": 0.967355039116429, + "TN": 1472784, + "TP": 100899, + "n_pred": 101189, + "n_ref": 104014 + }, + "7": { + "Dice": 0.405294386125057, + "FN": 6404, + "FP": 111, + "IoU": 0.25414997137950773, + "TN": 1568353, + "TP": 2220, + "n_pred": 2331, + "n_ref": 8624 + }, + "8": { + "Dice": 0.7892678533336493, + "FN": 2783, + "FP": 6108, + "IoU": 0.6518930347284758, + "TN": 1551547, + "TP": 16650, + "n_pred": 22758, + "n_ref": 19433 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0027.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0027.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9719511988189978, + "FN": 1872, + "FP": 1434, + "IoU": 0.9454329383025781, + "TN": 1866966, + "TP": 57280, + "n_pred": 58714, + "n_ref": 59152 + }, + "10": { + "Dice": 0.7753198037895547, + "FN": 4732, + "FP": 4612, + "IoU": 0.6330793999842927, + "TN": 1902086, + "TP": 16122, + "n_pred": 20734, + "n_ref": 20854 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 2303, + "IoU": 0.0, + "TN": 1925249, + "TP": 0, + "n_pred": 2303, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9636803874092009, + "FN": 316, + "FP": 194, + "IoU": 0.9299065420560748, + "TN": 1920276, + "TP": 6766, + "n_pred": 6960, + "n_ref": 7082 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.5698267074413863, + "FN": 890, + "FP": 1642, + "IoU": 0.398431931575196, + "TN": 1923343, + "TP": 1677, + "n_pred": 3319, + "n_ref": 2567 + }, + "6": { + "Dice": 0.9663554513902229, + "FN": 3847, + "FP": 1407, + "IoU": 0.9349011250433662, + "TN": 1846844, + "TP": 75454, + "n_pred": 76861, + "n_ref": 79301 + }, + "7": { + "Dice": 0.8353084406518413, + "FN": 12105, + "FP": 2640, + "IoU": 0.7171928344010127, + "TN": 1875414, + "TP": 37393, + "n_pred": 40033, + "n_ref": 49498 + }, + "8": { + "Dice": 0.9379616301295514, + "FN": 923, + "FP": 1706, + "IoU": 0.8831711327378572, + "TN": 1905049, + "TP": 19874, + "n_pred": 21580, + "n_ref": 20797 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0030.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0030.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 36, + "IoU": 0.0, + "TN": 1226588, + "TP": 0, + "n_pred": 36, + "n_ref": 0 + }, + "10": { + "Dice": 0.5802243926063443, + "FN": 20433, + "FP": 5570, + "IoU": 0.40867330695410925, + "TN": 1182650, + "TP": 17971, + "n_pred": 23541, + "n_ref": 38404 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.40906801007556676, + "FN": 1014, + "FP": 159, + "IoU": 0.2571247625079164, + "TN": 1225045, + "TP": 406, + "n_pred": 565, + "n_ref": 1420 + }, + "13": { + "Dice": 0.31266017426960535, + "FN": 323, + "FP": 2359, + "IoU": 0.1852976913730255, + "TN": 1223332, + "TP": 610, + "n_pred": 2969, + "n_ref": 933 + }, + "14": { + "Dice": 0.41714853104374744, + "FN": 39646, + "FP": 270, + "IoU": 0.26354243542435424, + "TN": 1172424, + "TP": 14284, + "n_pred": 14554, + "n_ref": 53930 + }, + "15": { + "Dice": 0.592263507449291, + "FN": 5191, + "FP": 3895, + "IoU": 0.42072043353522476, + "TN": 1210939, + "TP": 6599, + "n_pred": 10494, + "n_ref": 11790 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 188, + "IoU": 0.0, + "TN": 1226436, + "TP": 0, + "n_pred": 188, + "n_ref": 0 + }, + "3": { + "Dice": 0.8461873638344226, + "FN": 157, + "FP": 196, + "IoU": 0.7333836858006042, + "TN": 1225300, + "TP": 971, + "n_pred": 1167, + "n_ref": 1128 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9753021459852833, + "FN": 2072, + "FP": 979, + "IoU": 0.951794855589964, + "TN": 1163332, + "TP": 60241, + "n_pred": 61220, + "n_ref": 62313 + }, + "7": { + "Dice": 0.8932921404655225, + "FN": 15566, + "FP": 4225, + "IoU": 0.8071616486407484, + "TN": 1123994, + "TP": 82839, + "n_pred": 87064, + "n_ref": 98405 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0033.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0033.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.5071428571428571, + "FN": 276, + "FP": 0, + "IoU": 0.3397129186602871, + "TN": 1226206, + "TP": 142, + "n_pred": 142, + "n_ref": 418 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9562313348961177, + "FN": 2137, + "FP": 4678, + "IoU": 0.9161333989662811, + "TN": 1145364, + "TP": 74445, + "n_pred": 79123, + "n_ref": 76582 + }, + "15": { + "Dice": 0.8873949579831932, + "FN": 3135, + "FP": 4168, + "IoU": 0.797583081570997, + "TN": 1190545, + "TP": 28776, + "n_pred": 32944, + "n_ref": 31911 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7734764277500958, + "FN": 328, + "FP": 263, + "IoU": 0.630625, + "TN": 1225024, + "TP": 1009, + "n_pred": 1272, + "n_ref": 1337 + }, + "7": { + "Dice": 0.9206752771280382, + "FN": 3608, + "FP": 4192, + "IoU": 0.8530104588711958, + "TN": 1173559, + "TP": 45265, + "n_pred": 49457, + "n_ref": 48873 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0038.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0038.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9742231378608393, + "FN": 805, + "FP": 246, + "IoU": 0.9497417750573833, + "TN": 1731408, + "TP": 19861, + "n_pred": 20107, + "n_ref": 20666 + }, + "10": { + "Dice": 0.8037968392803896, + "FN": 12805, + "FP": 10883, + "IoU": 0.6719567926879934, + "TN": 1680110, + "TP": 48522, + "n_pred": 59405, + "n_ref": 61327 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6621200889547814, + "FN": 1604, + "FP": 675, + "IoU": 0.49490248226950356, + "TN": 1747808, + "TP": 2233, + "n_pred": 2908, + "n_ref": 3837 + }, + "13": { + "Dice": 0.7044018100901305, + "FN": 5535, + "FP": 10273, + "IoU": 0.5436884796351356, + "TN": 1717677, + "TP": 18835, + "n_pred": 29108, + "n_ref": 24370 + }, + "14": { + "Dice": 0.7479167058557965, + "FN": 2641, + "FP": 10760, + "IoU": 0.5973378203779934, + "TN": 1719039, + "TP": 19880, + "n_pred": 30640, + "n_ref": 22521 + }, + "15": { + "Dice": 0.5918891379661708, + "FN": 827, + "FP": 9186, + "IoU": 0.42034271158967235, + "TN": 1735046, + "TP": 7261, + "n_pred": 16447, + "n_ref": 8088 + }, + "2": { + "Dice": 0.45, + "FN": 21, + "FP": 23, + "IoU": 0.2903225806451613, + "TN": 1752258, + "TP": 18, + "n_pred": 41, + "n_ref": 39 + }, + "3": { + "Dice": 0.9028112449799197, + "FN": 102, + "FP": 19, + "IoU": 0.8228404099560761, + "TN": 1751637, + "TP": 562, + "n_pred": 581, + "n_ref": 664 + }, + "4": { + "Dice": 0.0, + "FN": 24, + "FP": 0, + "IoU": 0.0, + "TN": 1752296, + "TP": 0, + "n_pred": 0, + "n_ref": 24 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9473656813534114, + "FN": 5440, + "FP": 8716, + "IoU": 0.8999950548557784, + "TN": 1610767, + "TP": 127397, + "n_pred": 136113, + "n_ref": 132837 + }, + "7": { + "Dice": 0.9273090056018901, + "FN": 13089, + "FP": 4325, + "IoU": 0.8644698337587946, + "TN": 1623832, + "TP": 111074, + "n_pred": 115399, + "n_ref": 124163 + }, + "8": { + "Dice": 0.871070253092725, + "FN": 834, + "FP": 1438, + "IoU": 0.7715894239469187, + "TN": 1742373, + "TP": 7675, + "n_pred": 9113, + "n_ref": 8509 + }, + "9": { + "Dice": 0.7440928882438317, + "FN": 995, + "FP": 7821, + "IoU": 0.5924744603152591, + "TN": 1730687, + "TP": 12817, + "n_pred": 20638, + "n_ref": 13812 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0043.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0043.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 735, + "FP": 71, + "IoU": 0.0, + "TN": 1576282, + "TP": 0, + "n_pred": 71, + "n_ref": 735 + }, + "10": { + "Dice": 0.7007203849470142, + "FN": 14121, + "FP": 7399, + "IoU": 0.539314537708989, + "TN": 1530375, + "TP": 25193, + "n_pred": 32592, + "n_ref": 39314 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.19575204740661828, + "FN": 3764, + "FP": 20394, + "IoU": 0.10849509188870027, + "TN": 1549990, + "TP": 2940, + "n_pred": 23334, + "n_ref": 6704 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 133, + "IoU": 0.0, + "TN": 1576955, + "TP": 0, + "n_pred": 133, + "n_ref": 0 + }, + "2": { + "Dice": 0.9305821665438467, + "FN": 408, + "FP": 534, + "IoU": 0.8701764057331863, + "TN": 1569832, + "TP": 6314, + "n_pred": 6848, + "n_ref": 6722 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 1577087, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "4": { + "Dice": 0.9075670270012858, + "FN": 144, + "FP": 1797, + "IoU": 0.8307759372275502, + "TN": 1565618, + "TP": 9529, + "n_pred": 11326, + "n_ref": 9673 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9759197292347814, + "FN": 4375, + "FP": 5671, + "IoU": 0.9529719076665246, + "TN": 1363471, + "TP": 203571, + "n_pred": 209242, + "n_ref": 207946 + }, + "7": { + "Dice": 0.6397887766648506, + "FN": 1280, + "FP": 7315, + "IoU": 0.47035987182647276, + "TN": 1560860, + "TP": 7633, + "n_pred": 14948, + "n_ref": 8913 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 309, + "IoU": 0.0, + "TN": 1576779, + "TP": 0, + "n_pred": 309, + "n_ref": 0 + }, + "9": { + "Dice": 0.6955383326351068, + "FN": 2244, + "FP": 9384, + "IoU": 0.5331995182657567, + "TN": 1552178, + "TP": 13282, + "n_pred": 22666, + "n_ref": 15526 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0044.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0044.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8929068150208623, + "FN": 298, + "FP": 164, + "IoU": 0.8065326633165829, + "TN": 1574700, + "TP": 1926, + "n_pred": 2090, + "n_ref": 2224 + }, + "10": { + "Dice": 0.8233456404430559, + "FN": 5218, + "FP": 1002, + "IoU": 0.6997344919140719, + "TN": 1556373, + "TP": 14495, + "n_pred": 15497, + "n_ref": 19713 + }, + "11": { + "Dice": 0.7101827676240209, + "FN": 95, + "FP": 16, + "IoU": 0.5506072874493927, + "TN": 1576841, + "TP": 136, + "n_pred": 152, + "n_ref": 231 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8196174215859351, + "FN": 441, + "FP": 7018, + "IoU": 0.6943659086252817, + "TN": 1552683, + "TP": 16946, + "n_pred": 23964, + "n_ref": 17387 + }, + "14": { + "Dice": 0.8741970021413277, + "FN": 2075, + "FP": 275, + "IoU": 0.7765097479790775, + "TN": 1566573, + "TP": 8165, + "n_pred": 8440, + "n_ref": 10240 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.6730706397438411, + "FN": 128, + "FP": 4875, + "IoU": 0.5072392396336058, + "TN": 1566935, + "TP": 5150, + "n_pred": 10025, + "n_ref": 5278 + }, + "3": { + "Dice": 0.9321677502085502, + "FN": 6678, + "FP": 3161, + "IoU": 0.8729533598471153, + "TN": 1499644, + "TP": 67605, + "n_pred": 70766, + "n_ref": 74283 + }, + "4": { + "Dice": 0.936020845446519, + "FN": 1541, + "FP": 1430, + "IoU": 0.8797360751295337, + "TN": 1552384, + "TP": 21733, + "n_pred": 23163, + "n_ref": 23274 + }, + "5": { + "Dice": 0.6971153846153846, + "FN": 2, + "FP": 124, + "IoU": 0.5350553505535055, + "TN": 1576817, + "TP": 145, + "n_pred": 269, + "n_ref": 147 + }, + "6": { + "Dice": 0.9575772593078316, + "FN": 8806, + "FP": 5233, + "IoU": 0.9186074151375482, + "TN": 1404603, + "TP": 158446, + "n_pred": 163679, + "n_ref": 167252 + }, + "7": { + "Dice": 0.9774635439681838, + "FN": 3173, + "FP": 1366, + "IoU": 0.9559204840103717, + "TN": 1474115, + "TP": 98434, + "n_pred": 99800, + "n_ref": 101607 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 1577087, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "9": { + "Dice": 0.8567450446645077, + "FN": 1550, + "FP": 7607, + "IoU": 0.7493910616054079, + "TN": 1540549, + "TP": 27382, + "n_pred": 34989, + "n_ref": 28932 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0078.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0078.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 119, + "IoU": 0.0, + "TN": 1752201, + "TP": 0, + "n_pred": 119, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 810, + "IoU": 0.0, + "TN": 1751510, + "TP": 0, + "n_pred": 810, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.978807396634116, + "FN": 33, + "FP": 375, + "IoU": 0.9584944048830112, + "TN": 1742490, + "TP": 9422, + "n_pred": 9797, + "n_ref": 9455 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9106799846331156, + "FN": 788, + "FP": 142, + "IoU": 0.8360077587727033, + "TN": 1746649, + "TP": 4741, + "n_pred": 4883, + "n_ref": 5529 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.7066666666666667, + "FN": 13, + "FP": 207, + "IoU": 0.5463917525773195, + "TN": 1751835, + "TP": 265, + "n_pred": 472, + "n_ref": 278 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0116.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0116.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.1556978233034571, + "FN": 9885, + "FP": 6, + "IoU": 0.08442099416828659, + "TN": 3143373, + "TP": 912, + "n_pred": 918, + "n_ref": 10797 + }, + "10": { + "Dice": 0.7393939393939394, + "FN": 129, + "FP": 0, + "IoU": 0.5865384615384616, + "TN": 3153864, + "TP": 183, + "n_pred": 183, + "n_ref": 312 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.23833058758923667, + "FN": 153, + "FP": 8169, + "IoU": 0.13528678304239403, + "TN": 3144552, + "TP": 1302, + "n_pred": 9471, + "n_ref": 1455 + }, + "14": { + "Dice": 0.4643423137876387, + "FN": 248, + "FP": 428, + "IoU": 0.3023735810113519, + "TN": 3153207, + "TP": 293, + "n_pred": 721, + "n_ref": 541 + }, + "15": { + "Dice": 0.8841594057991715, + "FN": 368, + "FP": 443, + "IoU": 0.7923707117255504, + "TN": 3150270, + "TP": 3095, + "n_pred": 3538, + "n_ref": 3463 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8941035744441317, + "FN": 1209, + "FP": 1801, + "IoU": 0.8084876248647961, + "TN": 3138459, + "TP": 12707, + "n_pred": 14508, + "n_ref": 13916 + }, + "5": { + "Dice": 0.807479674796748, + "FN": 1316, + "FP": 1052, + "IoU": 0.6771202617943823, + "TN": 3146842, + "TP": 4966, + "n_pred": 6018, + "n_ref": 6282 + }, + "6": { + "Dice": 0.943361593325259, + "FN": 9833, + "FP": 11211, + "IoU": 0.8927951013005803, + "TN": 2957879, + "TP": 175253, + "n_pred": 186464, + "n_ref": 185086 + }, + "7": { + "Dice": 0.7411055276381909, + "FN": 1048, + "FP": 1528, + "IoU": 0.5886955133322689, + "TN": 3147913, + "TP": 3687, + "n_pred": 5215, + "n_ref": 4735 + }, + "8": { + "Dice": 0.9594240837696335, + "FN": 1816, + "FP": 106, + "IoU": 0.9220125786163522, + "TN": 3129531, + "TP": 22723, + "n_pred": 22829, + "n_ref": 24539 + }, + "9": { + "Dice": 0.6838842975206612, + "FN": 234, + "FP": 378, + "IoU": 0.5196232339089482, + "TN": 3152902, + "TP": 662, + "n_pred": 1040, + "n_ref": 896 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0124.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0124.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9022838669308583, + "FN": 633, + "FP": 304, + "IoU": 0.8219646589397682, + "TN": 1571825, + "TP": 4326, + "n_pred": 4630, + "n_ref": 4959 + }, + "10": { + "Dice": 0.8224482582570789, + "FN": 6683, + "FP": 2359, + "IoU": 0.6984391675560299, + "TN": 1547104, + "TP": 20942, + "n_pred": 23301, + "n_ref": 27625 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 61, + "IoU": 0.0, + "TN": 1577027, + "TP": 0, + "n_pred": 61, + "n_ref": 0 + }, + "12": { + "Dice": 0.6629834254143646, + "FN": 852, + "FP": 368, + "IoU": 0.49586776859504134, + "TN": 1574668, + "TP": 1200, + "n_pred": 1568, + "n_ref": 2052 + }, + "13": { + "Dice": 0.5834499794153973, + "FN": 6946, + "FP": 3172, + "IoU": 0.41188095791676355, + "TN": 1559884, + "TP": 7086, + "n_pred": 10258, + "n_ref": 14032 + }, + "14": { + "Dice": 0.9239160805179975, + "FN": 531, + "FP": 5732, + "IoU": 0.8585911040867013, + "TN": 1532798, + "TP": 38027, + "n_pred": 43759, + "n_ref": 38558 + }, + "15": { + "Dice": 0.4473662585257622, + "FN": 283, + "FP": 6442, + "IoU": 0.2881337990896581, + "TN": 1567641, + "TP": 2722, + "n_pred": 9164, + "n_ref": 3005 + }, + "2": { + "Dice": 0.7520274840045726, + "FN": 26032, + "FP": 15399, + "IoU": 0.6025993957124358, + "TN": 1472833, + "TP": 62824, + "n_pred": 78223, + "n_ref": 88856 + }, + "3": { + "Dice": 0.7247820419838618, + "FN": 52994, + "FP": 1271, + "IoU": 0.5683593439284749, + "TN": 1451370, + "TP": 71453, + "n_pred": 72724, + "n_ref": 124447 + }, + "4": { + "Dice": 0.5642861551756064, + "FN": 853, + "FP": 6206, + "IoU": 0.3930352536543422, + "TN": 1565458, + "TP": 4571, + "n_pred": 10777, + "n_ref": 5424 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8581081081081081, + "FN": 49, + "FP": 119, + "IoU": 0.7514792899408284, + "TN": 1576412, + "TP": 508, + "n_pred": 627, + "n_ref": 557 + }, + "7": { + "Dice": 0.76544437538844, + "FN": 1126, + "FP": 761, + "IoU": 0.6200161095449054, + "TN": 1572122, + "TP": 3079, + "n_pred": 3840, + "n_ref": 4205 + }, + "8": { + "Dice": 0.9597849344379218, + "FN": 974, + "FP": 492, + "IoU": 0.9226793248945148, + "TN": 1558128, + "TP": 17494, + "n_pred": 17986, + "n_ref": 18468 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0127.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0127.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8607673267326733, + "FN": 573, + "FP": 327, + "IoU": 0.7555676262900598, + "TN": 1222942, + "TP": 2782, + "n_pred": 3109, + "n_ref": 3355 + }, + "10": { + "Dice": 0.31726612087204487, + "FN": 14150, + "FP": 694, + "IoU": 0.18854206527086864, + "TN": 1208331, + "TP": 3449, + "n_pred": 4143, + "n_ref": 17599 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.011284434118818453, + "FN": 10660, + "FP": 1256, + "IoU": 0.005674232309746329, + "TN": 1214640, + "TP": 68, + "n_pred": 1324, + "n_ref": 10728 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7669801462904912, + "FN": 141, + "FP": 82, + "IoU": 0.6220338983050847, + "TN": 1226034, + "TP": 367, + "n_pred": 449, + "n_ref": 508 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 337, + "IoU": 0.0, + "TN": 1226287, + "TP": 0, + "n_pred": 337, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8671356175780954, + "FN": 2395, + "FP": 6388, + "IoU": 0.7654363850016024, + "TN": 1189180, + "TP": 28661, + "n_pred": 35049, + "n_ref": 31056 + }, + "7": { + "Dice": 0.7163988215321605, + "FN": 34273, + "FP": 2980, + "IoU": 0.5581163632050293, + "TN": 1142319, + "TP": 47052, + "n_pred": 50032, + "n_ref": 81325 + }, + "8": { + "Dice": 0.0, + "FN": 276, + "FP": 0, + "IoU": 0.0, + "TN": 1226348, + "TP": 0, + "n_pred": 0, + "n_ref": 276 + }, + "9": { + "Dice": 0.7641564770112349, + "FN": 1979, + "FP": 3248, + "IoU": 0.6183278568820737, + "TN": 1212929, + "TP": 8468, + "n_pred": 11716, + "n_ref": 10447 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0156.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0156.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9746023601847101, + "FN": 355, + "FP": 239, + "IoU": 0.9504628471353516, + "TN": 1214633, + "TP": 11397, + "n_pred": 11636, + "n_ref": 11752 + }, + "10": { + "Dice": 0.4785914365746298, + "FN": 195, + "FP": 1108, + "IoU": 0.3145712782745923, + "TN": 1224723, + "TP": 598, + "n_pred": 1706, + "n_ref": 793 + }, + "11": { + "Dice": 0.6920077972709552, + "FN": 320, + "FP": 628, + "IoU": 0.5290611028315947, + "TN": 1224611, + "TP": 1065, + "n_pred": 1693, + "n_ref": 1385 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 1226621, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "13": { + "Dice": 0.6692899085901084, + "FN": 2029, + "FP": 3434, + "IoU": 0.5029569647893731, + "TN": 1215633, + "TP": 5528, + "n_pred": 8962, + "n_ref": 7557 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8, + "FN": 40, + "FP": 136, + "IoU": 0.6666666666666666, + "TN": 1226096, + "TP": 352, + "n_pred": 488, + "n_ref": 392 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.3416020107092121, + "FN": 2082, + "FP": 3943, + "IoU": 0.20598313125988402, + "TN": 1219036, + "TP": 1563, + "n_pred": 5506, + "n_ref": 3645 + }, + "6": { + "Dice": 0.9673766533582212, + "FN": 4379, + "FP": 4552, + "IoU": 0.9368146251043539, + "TN": 1085278, + "TP": 132415, + "n_pred": 136967, + "n_ref": 136794 + }, + "7": { + "Dice": 0.9572896205260139, + "FN": 637, + "FP": 1820, + "IoU": 0.9180781541744465, + "TN": 1196632, + "TP": 27535, + "n_pred": 29355, + "n_ref": 28172 + }, + "8": { + "Dice": 0.8673692855187517, + "FN": 10592, + "FP": 1036, + "IoU": 0.7658006042296073, + "TN": 1176974, + "TP": 38022, + "n_pred": 39058, + "n_ref": 48614 + }, + "9": { + "Dice": 0.8124840414039636, + "FN": 5150, + "FP": 4397, + "IoU": 0.6841878928217003, + "TN": 1196394, + "TP": 20683, + "n_pred": 25080, + "n_ref": 25833 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0180.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0180.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9712291654396608, + "FN": 746, + "FP": 1208, + "IoU": 0.9440675540289108, + "TN": 2067849, + "TP": 32981, + "n_pred": 34189, + "n_ref": 33727 + }, + "10": { + "Dice": 0.7839851024208566, + "FN": 140, + "FP": 556, + "IoU": 0.6447166921898928, + "TN": 2100825, + "TP": 1263, + "n_pred": 1819, + "n_ref": 1403 + }, + "11": { + "Dice": 0.6419301772984829, + "FN": 1584, + "FP": 375, + "IoU": 0.472678331090175, + "TN": 2099069, + "TP": 1756, + "n_pred": 2131, + "n_ref": 3340 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6062213490504257, + "FN": 1139, + "FP": 10887, + "IoU": 0.43494808062773105, + "TN": 2081501, + "TP": 9257, + "n_pred": 20144, + "n_ref": 10396 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 380, + "IoU": 0.0, + "TN": 2102404, + "TP": 0, + "n_pred": 380, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9660998785454026, + "FN": 267, + "FP": 1631, + "IoU": 0.9344228310817815, + "TN": 2073841, + "TP": 27045, + "n_pred": 28676, + "n_ref": 27312 + }, + "3": { + "Dice": 0.9719657926035, + "FN": 1720, + "FP": 755, + "IoU": 0.9454605553107096, + "TN": 2057404, + "TP": 42905, + "n_pred": 43660, + "n_ref": 44625 + }, + "4": { + "Dice": 0.6314939434724092, + "FN": 382, + "FP": 11939, + "IoU": 0.46144767899291894, + "TN": 2079906, + "TP": 10557, + "n_pred": 22496, + "n_ref": 10939 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9475010440334374, + "FN": 8430, + "FP": 6404, + "IoU": 0.9002394146446441, + "TN": 1954088, + "TP": 133862, + "n_pred": 140266, + "n_ref": 142292 + }, + "7": { + "Dice": 0.38008310297466924, + "FN": 27213, + "FP": 79758, + "IoU": 0.23463123551129045, + "TN": 1963020, + "TP": 32793, + "n_pred": 112551, + "n_ref": 60006 + }, + "8": { + "Dice": 0.955607476635514, + "FN": 16, + "FP": 22, + "IoU": 0.9149888143176734, + "TN": 2102337, + "TP": 409, + "n_pred": 431, + "n_ref": 425 + }, + "9": { + "Dice": 0.8894457547169812, + "FN": 81, + "FP": 1419, + "IoU": 0.8009025749933634, + "TN": 2095250, + "TP": 6034, + "n_pred": 7453, + "n_ref": 6115 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0184.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0184.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9669035153328347, + "FN": 340, + "FP": 14, + "IoU": 0.9359276018099547, + "TN": 2447723, + "TP": 5171, + "n_pred": 5185, + "n_ref": 5511 + }, + "10": { + "Dice": 0.8173504050169846, + "FN": 450, + "FP": 249, + "IoU": 0.691117984975696, + "TN": 2450985, + "TP": 1564, + "n_pred": 1813, + "n_ref": 2014 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.4804575786463298, + "FN": 502, + "FP": 43, + "IoU": 0.3161856963613551, + "TN": 2452451, + "TP": 252, + "n_pred": 295, + "n_ref": 754 + }, + "13": { + "Dice": 0.6843800322061192, + "FN": 152, + "FP": 240, + "IoU": 0.5201958384332925, + "TN": 2452431, + "TP": 425, + "n_pred": 665, + "n_ref": 577 + }, + "14": { + "Dice": 0.9667022496342862, + "FN": 2438, + "FP": 1773, + "IoU": 0.9355505219014968, + "TN": 2387910, + "TP": 61127, + "n_pred": 62900, + "n_ref": 63565 + }, + "15": { + "Dice": 0.8695652173913043, + "FN": 85, + "FP": 383, + "IoU": 0.7692307692307693, + "TN": 2451220, + "TP": 1560, + "n_pred": 1943, + "n_ref": 1645 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 59, + "IoU": 0.0, + "TN": 2453189, + "TP": 0, + "n_pred": 59, + "n_ref": 0 + }, + "3": { + "Dice": 0.9664588440429543, + "FN": 2525, + "FP": 2688, + "IoU": 0.9350946873015675, + "TN": 2372931, + "TP": 75104, + "n_pred": 77792, + "n_ref": 77629 + }, + "4": { + "Dice": 0.9406998158379374, + "FN": 186, + "FP": 136, + "IoU": 0.8880389429763561, + "TN": 2450372, + "TP": 2554, + "n_pred": 2690, + "n_ref": 2740 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9939679064676153, + "FN": 1046, + "FP": 508, + "IoU": 0.9880081489026762, + "TN": 2323660, + "TP": 128034, + "n_pred": 128542, + "n_ref": 129080 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 11538, + "IoU": 0.0, + "TN": 2441710, + "TP": 0, + "n_pred": 11538, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0195.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0195.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 3226, + "IoU": 0.0, + "TN": 1048166, + "TP": 0, + "n_pred": 3226, + "n_ref": 0 + }, + "14": { + "Dice": 0.9145472376593659, + "FN": 238, + "FP": 1069, + "IoU": 0.8425490904710276, + "TN": 1043091, + "TP": 6994, + "n_pred": 8063, + "n_ref": 7232 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 605, + "IoU": 0.0, + "TN": 1050787, + "TP": 0, + "n_pred": 605, + "n_ref": 0 + }, + "8": { + "Dice": 0.9658362989323843, + "FN": 201, + "FP": 183, + "IoU": 0.9339298004129387, + "TN": 1045580, + "TP": 5428, + "n_pred": 5611, + "n_ref": 5629 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0199.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0199.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9299646483331278, + "FN": 3370, + "FP": 10260, + "IoU": 0.869097125515016, + "TN": 1472965, + "TP": 90493, + "n_pred": 100753, + "n_ref": 93863 + }, + "10": { + "Dice": 0.07955286446204006, + "FN": 9267, + "FP": 614, + "IoU": 0.041424136592937526, + "TN": 1566780, + "TP": 427, + "n_pred": 1041, + "n_ref": 9694 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 112, + "IoU": 0.0, + "TN": 1576976, + "TP": 0, + "n_pred": 112, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.3623208668297798, + "FN": 26010, + "FP": 10478, + "IoU": 0.22124044905450976, + "TN": 1530234, + "TP": 10366, + "n_pred": 20844, + "n_ref": 36376 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 2198, + "IoU": 0.0, + "TN": 1574890, + "TP": 0, + "n_pred": 2198, + "n_ref": 0 + }, + "15": { + "Dice": 0.8036453429500275, + "FN": 7003, + "FP": 4050, + "IoU": 0.6717450700879068, + "TN": 1543416, + "TP": 22619, + "n_pred": 26669, + "n_ref": 29622 + }, + "2": { + "Dice": 0.8076113308664029, + "FN": 4276, + "FP": 7786, + "IoU": 0.6773054388827952, + "TN": 1539709, + "TP": 25317, + "n_pred": 33103, + "n_ref": 29593 + }, + "3": { + "Dice": 0.017236876469051973, + "FN": 27, + "FP": 3736, + "IoU": 0.00869336143308746, + "TN": 1573292, + "TP": 33, + "n_pred": 3769, + "n_ref": 60 + }, + "4": { + "Dice": 0.14563431090921236, + "FN": 1513, + "FP": 11276, + "IoU": 0.0785359175733122, + "TN": 1563209, + "TP": 1090, + "n_pred": 12366, + "n_ref": 2603 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 25, + "IoU": 0.0, + "TN": 1577063, + "TP": 0, + "n_pred": 25, + "n_ref": 0 + }, + "6": { + "Dice": 0.8411760081754579, + "FN": 5138, + "FP": 35270, + "IoU": 0.7258876361810954, + "TN": 1429674, + "TP": 107006, + "n_pred": 142276, + "n_ref": 112144 + }, + "7": { + "Dice": 0.6953708910102918, + "FN": 47570, + "FP": 647, + "IoU": 0.5330027409466436, + "TN": 1473839, + "TP": 55032, + "n_pred": 55679, + "n_ref": 102602 + }, + "8": { + "Dice": 0.9576301941571402, + "FN": 370, + "FP": 564, + "IoU": 0.9187048481155888, + "TN": 1565599, + "TP": 10555, + "n_pred": 11119, + "n_ref": 10925 + }, + "9": { + "Dice": 0.8668639053254438, + "FN": 644, + "FP": 796, + "IoU": 0.7650130548302873, + "TN": 1570960, + "TP": 4688, + "n_pred": 5484, + "n_ref": 5332 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0212.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0212.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9131505885113206, + "FN": 1469, + "FP": 752, + "IoU": 0.8401813341008851, + "TN": 862263, + "TP": 11676, + "n_pred": 12428, + "n_ref": 13145 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6571482246853279, + "FN": 1004, + "FP": 821, + "IoU": 0.4893676552881925, + "TN": 872586, + "TP": 1749, + "n_pred": 2570, + "n_ref": 2753 + }, + "13": { + "Dice": 0.0, + "FN": 266, + "FP": 0, + "IoU": 0.0, + "TN": 875894, + "TP": 0, + "n_pred": 0, + "n_ref": 266 + }, + "14": { + "Dice": 0.10855099981184037, + "FN": 12235, + "FP": 39880, + "IoU": 0.057390392128490814, + "TN": 820872, + "TP": 3173, + "n_pred": 43053, + "n_ref": 15408 + }, + "15": { + "Dice": 0.22733778625954199, + "FN": 19434, + "FP": 0, + "IoU": 0.12824653478670434, + "TN": 853867, + "TP": 2859, + "n_pred": 2859, + "n_ref": 22293 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9344968518723076, + "FN": 197, + "FP": 989, + "IoU": 0.8770474808210658, + "TN": 866514, + "TP": 8460, + "n_pred": 9449, + "n_ref": 8657 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7980984340044742, + "FN": 577, + "FP": 145, + "IoU": 0.6640297812936249, + "TN": 874011, + "TP": 1427, + "n_pred": 1572, + "n_ref": 2004 + }, + "7": { + "Dice": 0.9689823740016524, + "FN": 365, + "FP": 1437, + "IoU": 0.9398310461117233, + "TN": 846211, + "TP": 28147, + "n_pred": 29584, + "n_ref": 28512 + }, + "8": { + "Dice": 0.946829784731208, + "FN": 868, + "FP": 940, + "IoU": 0.89902825868424, + "TN": 858254, + "TP": 16098, + "n_pred": 17038, + "n_ref": 16966 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0230.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0230.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8545727136431784, + "FN": 16, + "FP": 275, + "IoU": 0.7460732984293194, + "TN": 1751174, + "TP": 855, + "n_pred": 1130, + "n_ref": 871 + }, + "10": { + "Dice": 0.6930910230299232, + "FN": 550, + "FP": 3368, + "IoU": 0.5303284584032606, + "TN": 1743978, + "TP": 4424, + "n_pred": 7792, + "n_ref": 4974 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6436256051640667, + "FN": 1516, + "FP": 1134, + "IoU": 0.4745191354352568, + "TN": 1747277, + "TP": 2393, + "n_pred": 3527, + "n_ref": 3909 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 1752319, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1740, + "IoU": 0.0, + "TN": 1750580, + "TP": 0, + "n_pred": 1740, + "n_ref": 0 + }, + "3": { + "Dice": 0.935807560137457, + "FN": 2455, + "FP": 814, + "IoU": 0.8793593386721777, + "TN": 1725223, + "TP": 23828, + "n_pred": 24642, + "n_ref": 26283 + }, + "4": { + "Dice": 0.7879287598944591, + "FN": 1025, + "FP": 261, + "IoU": 0.6500680272108843, + "TN": 1748645, + "TP": 2389, + "n_pred": 2650, + "n_ref": 3414 + }, + "5": { + "Dice": 0.7404580152671756, + "FN": 1242, + "FP": 1274, + "IoU": 0.5878787878787879, + "TN": 1746215, + "TP": 3589, + "n_pred": 4863, + "n_ref": 4831 + }, + "6": { + "Dice": 0.9811301037545719, + "FN": 1626, + "FP": 3430, + "IoU": 0.9629591642368386, + "TN": 1615822, + "TP": 131442, + "n_pred": 134872, + "n_ref": 133068 + }, + "7": { + "Dice": 0.9114265323923558, + "FN": 1660, + "FP": 574, + "IoU": 0.8372668997668997, + "TN": 1738592, + "TP": 11494, + "n_pred": 12068, + "n_ref": 13154 + }, + "8": { + "Dice": 0.9683015704104995, + "FN": 627, + "FP": 356, + "IoU": 0.9385509783084328, + "TN": 1736323, + "TP": 15014, + "n_pred": 15370, + "n_ref": 15641 + }, + "9": { + "Dice": 0.9183697860643002, + "FN": 313, + "FP": 370, + "IoU": 0.849060773480663, + "TN": 1747795, + "TP": 3842, + "n_pred": 4212, + "n_ref": 4155 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0249.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0249.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9741478342295031, + "FN": 1015, + "FP": 4341, + "IoU": 0.949598652450902, + "TN": 1646053, + "TP": 100911, + "n_pred": 105252, + "n_ref": 101926 + }, + "10": { + "Dice": 0.8096775114970436, + "FN": 4861, + "FP": 1802, + "IoU": 0.6802169322326742, + "TN": 1731484, + "TP": 14173, + "n_pred": 15975, + "n_ref": 19034 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 270, + "IoU": 0.0, + "TN": 1752050, + "TP": 0, + "n_pred": 270, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 160, + "IoU": 0.0, + "TN": 1752160, + "TP": 0, + "n_pred": 160, + "n_ref": 0 + }, + "13": { + "Dice": 0.35540238811765845, + "FN": 2367, + "FP": 10913, + "IoU": 0.21610294551679357, + "TN": 1735379, + "TP": 3661, + "n_pred": 14574, + "n_ref": 6028 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 2727, + "FP": 0, + "IoU": 0.0, + "TN": 1749593, + "TP": 0, + "n_pred": 0, + "n_ref": 2727 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1157, + "IoU": 0.0, + "TN": 1751163, + "TP": 0, + "n_pred": 1157, + "n_ref": 0 + }, + "3": { + "Dice": 0.9000169494717415, + "FN": 2451, + "FP": 2858, + "IoU": 0.8182098342692782, + "TN": 1723116, + "TP": 23895, + "n_pred": 26753, + "n_ref": 26346 + }, + "4": { + "Dice": 0.8522430881585811, + "FN": 551, + "FP": 1715, + "IoU": 0.7425292580388593, + "TN": 1743519, + "TP": 6535, + "n_pred": 8250, + "n_ref": 7086 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8369002145361311, + "FN": 1413, + "FP": 4821, + "IoU": 0.7195429188411013, + "TN": 1730092, + "TP": 15994, + "n_pred": 20815, + "n_ref": 17407 + }, + "7": { + "Dice": 0.7848950172359762, + "FN": 20281, + "FP": 311, + "IoU": 0.6459483158817765, + "TN": 1694159, + "TP": 37569, + "n_pred": 37880, + "n_ref": 57850 + }, + "8": { + "Dice": 0.9545667447306792, + "FN": 621, + "FP": 252, + "IoU": 0.9130824372759857, + "TN": 1742276, + "TP": 9171, + "n_pred": 9423, + "n_ref": 9792 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 114, + "IoU": 0.0, + "TN": 1752206, + "TP": 0, + "n_pred": 114, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0259.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0259.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7196164988274245, + "FN": 7799, + "FP": 331, + "IoU": 0.5620319991380703, + "TN": 1383293, + "TP": 10433, + "n_pred": 10764, + "n_ref": 18232 + }, + "11": { + "Dice": 0.7099345288926843, + "FN": 465, + "FP": 554, + "IoU": 0.5503089143865842, + "TN": 1399590, + "TP": 1247, + "n_pred": 1801, + "n_ref": 1712 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 55, + "IoU": 0.0, + "TN": 1401801, + "TP": 0, + "n_pred": 55, + "n_ref": 0 + }, + "13": { + "Dice": 0.8059644006712702, + "FN": 4552, + "FP": 2501, + "IoU": 0.6749919358554906, + "TN": 1380155, + "TP": 14648, + "n_pred": 17149, + "n_ref": 19200 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9696693751751191, + "FN": 1547, + "FP": 1051, + "IoU": 0.9411244816098987, + "TN": 1357729, + "TP": 41529, + "n_pred": 42580, + "n_ref": 43076 + }, + "3": { + "Dice": 0.9590603519903316, + "FN": 1609, + "FP": 3811, + "IoU": 0.9213409767070605, + "TN": 1332951, + "TP": 63485, + "n_pred": 67296, + "n_ref": 65094 + }, + "4": { + "Dice": 0.0, + "FN": 95, + "FP": 0, + "IoU": 0.0, + "TN": 1401761, + "TP": 0, + "n_pred": 0, + "n_ref": 95 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7877738825591586, + "FN": 2342, + "FP": 17030, + "IoU": 0.6498572099916856, + "TN": 1346530, + "TP": 35954, + "n_pred": 52984, + "n_ref": 38296 + }, + "7": { + "Dice": 0.8835198105501391, + "FN": 30570, + "FP": 516, + "IoU": 0.791343920742103, + "TN": 1252874, + "TP": 117896, + "n_pred": 118412, + "n_ref": 148466 + }, + "8": { + "Dice": 0.8825330823476526, + "FN": 1225, + "FP": 2956, + "IoU": 0.7897621561824307, + "TN": 1381969, + "TP": 15706, + "n_pred": 18662, + "n_ref": 16931 + }, + "9": { + "Dice": 0.9149438555986987, + "FN": 771, + "FP": 5713, + "IoU": 0.8432225929687123, + "TN": 1360498, + "TP": 34874, + "n_pred": 40587, + "n_ref": 35645 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0272.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0272.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9721923857262204, + "FN": 689, + "FP": 243, + "IoU": 0.9458894565722248, + "TN": 1559864, + "TP": 16292, + "n_pred": 16535, + "n_ref": 16981 + }, + "10": { + "Dice": 0.5522972871796151, + "FN": 16199, + "FP": 1740, + "IoU": 0.3814991035719211, + "TN": 1548084, + "TP": 11065, + "n_pred": 12805, + "n_ref": 27264 + }, + "11": { + "Dice": 0.7682658077640278, + "FN": 1100, + "FP": 267, + "IoU": 0.6237269474263694, + "TN": 1573455, + "TP": 2266, + "n_pred": 2533, + "n_ref": 3366 + }, + "12": { + "Dice": 0.5315152358424934, + "FN": 1773, + "FP": 1594, + "IoU": 0.36194807655865074, + "TN": 1571811, + "TP": 1910, + "n_pred": 3504, + "n_ref": 3683 + }, + "13": { + "Dice": 0.661504275806343, + "FN": 77, + "FP": 4950, + "IoU": 0.49421470972934906, + "TN": 1567149, + "TP": 4912, + "n_pred": 9862, + "n_ref": 4989 + }, + "14": { + "Dice": 0.9519764043223233, + "FN": 6716, + "FP": 497, + "IoU": 0.9083539800520932, + "TN": 1498383, + "TP": 71492, + "n_pred": 71989, + "n_ref": 78208 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8687703797202062, + "FN": 2137, + "FP": 10339, + "IoU": 0.7679876517955108, + "TN": 1523315, + "TP": 41297, + "n_pred": 51636, + "n_ref": 43434 + }, + "3": { + "Dice": 0.8325119634311835, + "FN": 8802, + "FP": 578, + "IoU": 0.7130796525143767, + "TN": 1544396, + "TP": 23312, + "n_pred": 23890, + "n_ref": 32114 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.5953028085580877, + "FN": 691, + "FP": 5116, + "IoU": 0.42379440365151816, + "TN": 1567010, + "TP": 4271, + "n_pred": 9387, + "n_ref": 4962 + }, + "6": { + "Dice": 0.951771884534147, + "FN": 837, + "FP": 2451, + "IoU": 0.9079816411060114, + "TN": 1541356, + "TP": 32444, + "n_pred": 34895, + "n_ref": 33281 + }, + "7": { + "Dice": 0.031003811944091488, + "FN": 17, + "FP": 7609, + "IoU": 0.01574599896747548, + "TN": 1569340, + "TP": 122, + "n_pred": 7731, + "n_ref": 139 + }, + "8": { + "Dice": 0.9538225346031137, + "FN": 2062, + "FP": 1788, + "IoU": 0.9117215445290288, + "TN": 1533476, + "TP": 39762, + "n_pred": 41550, + "n_ref": 41824 + }, + "9": { + "Dice": 0.9321014181349377, + "FN": 749, + "FP": 199, + "IoU": 0.8728370221327968, + "TN": 1569633, + "TP": 6507, + "n_pred": 6706, + "n_ref": 7256 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0274.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0274.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8772878214533941, + "FN": 239, + "FP": 2939, + "IoU": 0.7814004677397166, + "TN": 1737782, + "TP": 11360, + "n_pred": 14299, + "n_ref": 11599 + }, + "10": { + "Dice": 0.46065707938734946, + "FN": 3222, + "FP": 1391, + "IoU": 0.29925565851435515, + "TN": 1745737, + "TP": 1970, + "n_pred": 3361, + "n_ref": 5192 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.32362376491723344, + "FN": 3776, + "FP": 1495, + "IoU": 0.1930496019595836, + "TN": 1745788, + "TP": 1261, + "n_pred": 2756, + "n_ref": 5037 + }, + "14": { + "Dice": 0.8523630280217482, + "FN": 105, + "FP": 248, + "IoU": 0.7427113702623906, + "TN": 1750948, + "TP": 1019, + "n_pred": 1267, + "n_ref": 1124 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.8217122683142101, + "FN": 70, + "FP": 738, + "IoU": 0.697378277153558, + "TN": 1749650, + "TP": 1862, + "n_pred": 2600, + "n_ref": 1932 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 510, + "IoU": 0.0, + "TN": 1751810, + "TP": 0, + "n_pred": 510, + "n_ref": 0 + }, + "5": { + "Dice": 0.2930726572046245, + "FN": 7519, + "FP": 2, + "IoU": 0.17169603524229074, + "TN": 1743240, + "TP": 1559, + "n_pred": 1561, + "n_ref": 9078 + }, + "6": { + "Dice": 0.6730284859151219, + "FN": 2876, + "FP": 59176, + "IoU": 0.5071913592502879, + "TN": 1626405, + "TP": 63863, + "n_pred": 123039, + "n_ref": 66739 + }, + "7": { + "Dice": 0.8689509287120201, + "FN": 15175, + "FP": 7995, + "IoU": 0.7682698750837609, + "TN": 1652333, + "TP": 76817, + "n_pred": 84812, + "n_ref": 91992 + }, + "8": { + "Dice": 0.9425935920710465, + "FN": 1052, + "FP": 1288, + "IoU": 0.891420351723818, + "TN": 1730769, + "TP": 19211, + "n_pred": 20499, + "n_ref": 20263 + }, + "9": { + "Dice": 0.8225130133024869, + "FN": 2344, + "FP": 2566, + "IoU": 0.6985325719899306, + "TN": 1736033, + "TP": 11377, + "n_pred": 13943, + "n_ref": 13721 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0281.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0281.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5804104082927861, + "FN": 49260, + "FP": 325, + "IoU": 0.4088578922269909, + "TN": 967512, + "TP": 34295, + "n_pred": 34620, + "n_ref": 83555 + }, + "10": { + "Dice": 0.4249277224542242, + "FN": 5418, + "FP": 3533, + "IoU": 0.2697829988578887, + "TN": 1039134, + "TP": 3307, + "n_pred": 6840, + "n_ref": 8725 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 16, + "IoU": 0.0, + "TN": 1051376, + "TP": 0, + "n_pred": 16, + "n_ref": 0 + }, + "12": { + "Dice": 0.3754227733934611, + "FN": 1854, + "FP": 362, + "IoU": 0.23108952116585704, + "TN": 1048510, + "TP": 666, + "n_pred": 1028, + "n_ref": 2520 + }, + "13": { + "Dice": 0.5584868901696566, + "FN": 2079, + "FP": 8799, + "IoU": 0.38743101700641963, + "TN": 1033634, + "TP": 6880, + "n_pred": 15679, + "n_ref": 8959 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 12105, + "IoU": 0.0, + "TN": 1039287, + "TP": 0, + "n_pred": 12105, + "n_ref": 0 + }, + "3": { + "Dice": 0.8257575757575758, + "FN": 13231, + "FP": 2455, + "IoU": 0.7032258064516129, + "TN": 998537, + "TP": 37169, + "n_pred": 39624, + "n_ref": 50400 + }, + "4": { + "Dice": 0.0, + "FN": 40, + "FP": 0, + "IoU": 0.0, + "TN": 1051352, + "TP": 0, + "n_pred": 0, + "n_ref": 40 + }, + "5": { + "Dice": 0.0, + "FN": 194, + "FP": 187, + "IoU": 0.0, + "TN": 1051011, + "TP": 0, + "n_pred": 187, + "n_ref": 194 + }, + "6": { + "Dice": 0.9281576886782982, + "FN": 1767, + "FP": 26859, + "IoU": 0.8659461180756857, + "TN": 837851, + "TP": 184915, + "n_pred": 211774, + "n_ref": 186682 + }, + "7": { + "Dice": 0.1099372224774154, + "FN": 11309, + "FP": 317, + "IoU": 0.05816591056383668, + "TN": 1039048, + "TP": 718, + "n_pred": 1035, + "n_ref": 12027 + }, + "8": { + "Dice": 0.5698688922897307, + "FN": 27227, + "FP": 36, + "IoU": 0.3984731813869338, + "TN": 1006069, + "TP": 18060, + "n_pred": 18096, + "n_ref": 45287 + }, + "9": { + "Dice": 0.19945273766627836, + "FN": 4550, + "FP": 24999, + "IoU": 0.11077339753235028, + "TN": 1018162, + "TP": 3681, + "n_pred": 28680, + "n_ref": 8231 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0330.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0330.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6686746987951807, + "FN": 4, + "FP": 106, + "IoU": 0.502262443438914, + "TN": 875939, + "TP": 111, + "n_pred": 217, + "n_ref": 115 + }, + "10": { + "Dice": 0.6873383440343244, + "FN": 7736, + "FP": 2539, + "IoU": 0.5236218647132459, + "TN": 854591, + "TP": 11294, + "n_pred": 13833, + "n_ref": 19030 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 34, + "IoU": 0.0, + "TN": 876126, + "TP": 0, + "n_pred": 34, + "n_ref": 0 + }, + "12": { + "Dice": 0.617140568682419, + "FN": 1510, + "FP": 402, + "IoU": 0.4462785983203012, + "TN": 872707, + "TP": 1541, + "n_pred": 1943, + "n_ref": 3051 + }, + "13": { + "Dice": 0.014909478168264111, + "FN": 4363, + "FP": 262, + "IoU": 0.0075107296137339056, + "TN": 871500, + "TP": 35, + "n_pred": 297, + "n_ref": 4398 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 134, + "IoU": 0.0, + "TN": 876026, + "TP": 0, + "n_pred": 134, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 306, + "IoU": 0.0, + "TN": 875854, + "TP": 0, + "n_pred": 306, + "n_ref": 0 + }, + "3": { + "Dice": 0.890176322418136, + "FN": 387, + "FP": 49, + "IoU": 0.802088061733999, + "TN": 873957, + "TP": 1767, + "n_pred": 1816, + "n_ref": 2154 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1262, + "IoU": 0.0, + "TN": 874898, + "TP": 0, + "n_pred": 1262, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 310, + "IoU": 0.0, + "TN": 875850, + "TP": 0, + "n_pred": 310, + "n_ref": 0 + }, + "6": { + "Dice": 0.9321925824991703, + "FN": 8607, + "FP": 6919, + "IoU": 0.8729969161301933, + "TN": 753911, + "TP": 106723, + "n_pred": 113642, + "n_ref": 115330 + }, + "7": { + "Dice": 0.8044003146957489, + "FN": 23653, + "FP": 5187, + "IoU": 0.6728007079485376, + "TN": 788018, + "TP": 59302, + "n_pred": 64489, + "n_ref": 82955 + }, + "8": { + "Dice": 0.9530620879795816, + "FN": 849, + "FP": 2590, + "IoU": 0.9103329596120251, + "TN": 837807, + "TP": 34914, + "n_pred": 37504, + "n_ref": 35763 + }, + "9": { + "Dice": 0.0, + "FN": 31, + "FP": 0, + "IoU": 0.0, + "TN": 876129, + "TP": 0, + "n_pred": 0, + "n_ref": 31 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0351.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0351.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.787729389208436, + "FN": 6708, + "FP": 9567, + "IoU": 0.64979665612291, + "TN": 1705847, + "TP": 30198, + "n_pred": 39765, + "n_ref": 36906 + }, + "11": { + "Dice": 0.7357584076870282, + "FN": 312, + "FP": 73, + "IoU": 0.5819761129207384, + "TN": 1751399, + "TP": 536, + "n_pred": 609, + "n_ref": 848 + }, + "12": { + "Dice": 0.044989775051124746, + "FN": 533, + "FP": 401, + "IoU": 0.02301255230125523, + "TN": 1751364, + "TP": 22, + "n_pred": 423, + "n_ref": 555 + }, + "13": { + "Dice": 0.7823417992782978, + "FN": 7044, + "FP": 8699, + "IoU": 0.6424970478699246, + "TN": 1708284, + "TP": 28293, + "n_pred": 36992, + "n_ref": 35337 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.6525924450640642, + "FN": 3439, + "FP": 17493, + "IoU": 0.48433188805676, + "TN": 1711728, + "TP": 19660, + "n_pred": 37153, + "n_ref": 23099 + }, + "3": { + "Dice": 0.7641598669507822, + "FN": 18889, + "FP": 3800, + "IoU": 0.6183322959947516, + "TN": 1692873, + "TP": 36758, + "n_pred": 40558, + "n_ref": 55647 + }, + "4": { + "Dice": 0.5970058050717996, + "FN": 1222, + "FP": 97, + "IoU": 0.42552264808362367, + "TN": 1750024, + "TP": 977, + "n_pred": 1074, + "n_ref": 2199 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9596410314097517, + "FN": 1605, + "FP": 1624, + "IoU": 0.9224133788264693, + "TN": 1710702, + "TP": 38389, + "n_pred": 40013, + "n_ref": 39994 + }, + "7": { + "Dice": 0.8301690715056557, + "FN": 567, + "FP": 3682, + "IoU": 0.7096487631542983, + "TN": 1737686, + "TP": 10385, + "n_pred": 14067, + "n_ref": 10952 + }, + "8": { + "Dice": 0.9489886182697411, + "FN": 397, + "FP": 468, + "IoU": 0.9029289642015487, + "TN": 1743409, + "TP": 8046, + "n_pred": 8514, + "n_ref": 8443 + }, + "9": { + "Dice": 0.9157245632065776, + "FN": 236, + "FP": 256, + "IoU": 0.8445497630331753, + "TN": 1749155, + "TP": 2673, + "n_pred": 2929, + "n_ref": 2909 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0383.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0383.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9720769526084545, + "FN": 2620, + "FP": 653, + "IoU": 0.9456709381847155, + "TN": 2042540, + "TP": 56971, + "n_pred": 57624, + "n_ref": 59591 + }, + "10": { + "Dice": 0.8207653729724845, + "FN": 2949, + "FP": 1018, + "IoU": 0.6960153256704981, + "TN": 2089734, + "TP": 9083, + "n_pred": 10101, + "n_ref": 12032 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5086342229199372, + "FN": 55, + "FP": 258, + "IoU": 0.3410526315789474, + "TN": 2102309, + "TP": 162, + "n_pred": 420, + "n_ref": 217 + }, + "13": { + "Dice": 0.8089300507678909, + "FN": 6084, + "FP": 2911, + "IoU": 0.6791625053502639, + "TN": 2074748, + "TP": 19041, + "n_pred": 21952, + "n_ref": 25125 + }, + "14": { + "Dice": 0.7961592618113185, + "FN": 11348, + "FP": 2260, + "IoU": 0.6613493268297539, + "TN": 2062601, + "TP": 26575, + "n_pred": 28835, + "n_ref": 37923 + }, + "15": { + "Dice": 0.8570555508724605, + "FN": 4084, + "FP": 9482, + "IoU": 0.7498663224854799, + "TN": 2048549, + "TP": 40669, + "n_pred": 50151, + "n_ref": 44753 + }, + "2": { + "Dice": 0.9602004627618191, + "FN": 1733, + "FP": 2206, + "IoU": 0.9234476727237392, + "TN": 2051329, + "TP": 47516, + "n_pred": 49722, + "n_ref": 49249 + }, + "3": { + "Dice": 0.9147486650708894, + "FN": 76, + "FP": 387, + "IoU": 0.8428910756701731, + "TN": 2099837, + "TP": 2484, + "n_pred": 2871, + "n_ref": 2560 + }, + "4": { + "Dice": 0.9333289510443542, + "FN": 1549, + "FP": 2508, + "IoU": 0.8749922967893018, + "TN": 2070330, + "TP": 28397, + "n_pred": 30905, + "n_ref": 29946 + }, + "5": { + "Dice": 0.1728395061728395, + "FN": 47, + "FP": 20, + "IoU": 0.0945945945945946, + "TN": 2102710, + "TP": 7, + "n_pred": 27, + "n_ref": 54 + }, + "6": { + "Dice": 0.9505161917296018, + "FN": 7601, + "FP": 3754, + "IoU": 0.9056987675646946, + "TN": 1982372, + "TP": 109057, + "n_pred": 112811, + "n_ref": 116658 + }, + "7": { + "Dice": 0.7432023699372526, + "FN": 11403, + "FP": 21624, + "IoU": 0.5913460943589998, + "TN": 2021965, + "TP": 47792, + "n_pred": 69416, + "n_ref": 59195 + }, + "8": { + "Dice": 0.854320987654321, + "FN": 32, + "FP": 263, + "IoU": 0.7456896551724138, + "TN": 2101624, + "TP": 865, + "n_pred": 1128, + "n_ref": 897 + }, + "9": { + "Dice": 0.8888719162911479, + "FN": 1164, + "FP": 291, + "IoU": 0.7999725048116579, + "TN": 2095510, + "TP": 5819, + "n_pred": 6110, + "n_ref": 6983 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0390.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0390.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 21, + "FP": 0, + "IoU": 0.0, + "TN": 1577067, + "TP": 0, + "n_pred": 0, + "n_ref": 21 + }, + "11": { + "Dice": 0.6736605470213564, + "FN": 381, + "FP": 490, + "IoU": 0.507909604519774, + "TN": 1575318, + "TP": 899, + "n_pred": 1389, + "n_ref": 1280 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 9, + "IoU": 0.0, + "TN": 1577079, + "TP": 0, + "n_pred": 9, + "n_ref": 0 + }, + "14": { + "Dice": 0.46151012891344384, + "FN": 5771, + "FP": 77, + "IoU": 0.29997605937275557, + "TN": 1568734, + "TP": 2506, + "n_pred": 2583, + "n_ref": 8277 + }, + "15": { + "Dice": 0.7759938528733773, + "FN": 2871, + "FP": 8207, + "IoU": 0.6339787219982819, + "TN": 1546822, + "TP": 19188, + "n_pred": 27395, + "n_ref": 22059 + }, + "2": { + "Dice": 0.8486791876622385, + "FN": 86, + "FP": 905, + "IoU": 0.7371352785145888, + "TN": 1573318, + "TP": 2779, + "n_pred": 3684, + "n_ref": 2865 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7230081906180194, + "FN": 3425, + "FP": 1039, + "IoU": 0.5661807580174927, + "TN": 1566798, + "TP": 5826, + "n_pred": 6865, + "n_ref": 9251 + }, + "6": { + "Dice": 0.9885877906998563, + "FN": 1807, + "FP": 1234, + "IoU": 0.9774331193647731, + "TN": 1442333, + "TP": 131714, + "n_pred": 132948, + "n_ref": 133521 + }, + "7": { + "Dice": 0.9325021336598761, + "FN": 4876, + "FP": 581, + "IoU": 0.8735400444938821, + "TN": 1533936, + "TP": 37695, + "n_pred": 38276, + "n_ref": 42571 + }, + "8": { + "Dice": 0.9668443787212515, + "FN": 696, + "FP": 1008, + "IoU": 0.9358167915929037, + "TN": 1550539, + "TP": 24845, + "n_pred": 25853, + "n_ref": 25541 + }, + "9": { + "Dice": 0.9380113715157399, + "FN": 51, + "FP": 396, + "IoU": 0.8832593366414208, + "TN": 1573259, + "TP": 3382, + "n_pred": 3778, + "n_ref": 3433 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0401.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808070/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0401.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": 0.5604734059885836, + "FN": 3146.753333333333, + "FP": 3134.316888888889, + "IoU": 0.479343848778656, + "TN": 1730096.9777777777, + "TP": 15941.952000000001, + "n_pred": 19076.268888888888, + "n_ref": 19088.70533333333 + }, + "mean": { + "1": { + "Dice": 0.675758285304944, + "FN": 3550.253333333333, + "FP": 1478.04, + "IoU": 0.6235290873841798, + "TN": 1729977.9533333336, + "TP": 17313.753333333334, + "n_pred": 18791.793333333335, + "n_ref": 20864.006666666664 + }, + "10": { + "Dice": 0.5645146630802292, + "FN": 2802.56, + "FP": 2628.06, + "IoU": 0.4567721953082251, + "TN": 1739653.28, + "TP": 7236.1, + "n_pred": 9864.16, + "n_ref": 10038.66 + }, + "11": { + "Dice": 0.34100754557045065, + "FN": 292.43333333333334, + "FP": 111.34666666666665, + "IoU": 0.2461482163690356, + "TN": 1751668.846666667, + "TP": 247.3733333333333, + "n_pred": 358.71999999999997, + "n_ref": 539.8066666666666 + }, + "12": { + "Dice": 0.30477508576245826, + "FN": 281.85333333333335, + "FP": 180.18666666666667, + "IoU": 0.22124240380709512, + "TN": 1751556.48, + "TP": 301.48, + "n_pred": 481.6666666666667, + "n_ref": 583.3333333333334 + }, + "13": { + "Dice": 0.41154317549949126, + "FN": 3269.6466666666665, + "FP": 2501.5133333333333, + "IoU": 0.31383291949789077, + "TN": 1741831.9066666667, + "TP": 4716.933333333334, + "n_pred": 7218.446666666666, + "n_ref": 7986.58 + }, + "14": { + "Dice": 0.5814914838278112, + "FN": 3680.413333333333, + "FP": 3415.4533333333334, + "IoU": 0.5095945025170608, + "TN": 1732846.0333333332, + "TP": 12378.100000000002, + "n_pred": 15793.553333333333, + "n_ref": 16058.513333333332 + }, + "15": { + "Dice": 0.4860727544516569, + "FN": 2225.28, + "FP": 1900.4, + "IoU": 0.3930220885438983, + "TN": 1743509.5399999998, + "TP": 4684.780000000001, + "n_pred": 6585.18, + "n_ref": 6910.0599999999995 + }, + "2": { + "Dice": 0.6060387063768367, + "FN": 2341.733333333333, + "FP": 2376.04, + "IoU": 0.5384835349048847, + "TN": 1733205.9733333334, + "TP": 14396.253333333332, + "n_pred": 16772.293333333335, + "n_ref": 16737.986666666668 + }, + "3": { + "Dice": 0.6240164178217587, + "FN": 3590.22, + "FP": 3428.9199999999996, + "IoU": 0.5656252613707313, + "TN": 1730269.5333333337, + "TP": 15031.326666666666, + "n_pred": 18460.246666666666, + "n_ref": 18621.54666666667 + }, + "4": { + "Dice": 0.4191771243036416, + "FN": 1487.3333333333333, + "FP": 1174.6666666666665, + "IoU": 0.3507140246080297, + "TN": 1745809.7333333332, + "TP": 3848.2666666666664, + "n_pred": 5022.933333333333, + "n_ref": 5335.6 + }, + "5": { + "Dice": 0.4049033691054338, + "FN": 653.42, + "FP": 412.54666666666674, + "IoU": 0.30937345469710886, + "TN": 1750291.42, + "TP": 962.6133333333335, + "n_pred": 1375.16, + "n_ref": 1616.0333333333333 + }, + "6": { + "Dice": 0.8636590695918118, + "FN": 9761.406666666668, + "FP": 13944.666666666666, + "IoU": 0.8000213420105542, + "TN": 1624339.4933333332, + "TP": 104274.43333333333, + "n_pred": 118219.1, + "n_ref": 114035.84 + }, + "7": { + "Dice": 0.6118813219351247, + "FN": 10456.560000000001, + "FP": 10905.220000000001, + "IoU": 0.5194517735099884, + "TN": 1695005.0733333335, + "TP": 35953.14666666667, + "n_pred": 46858.36666666666, + "n_ref": 46409.70666666667 + }, + "8": { + "Dice": 0.787456813034009, + "FN": 1280.7599999999998, + "FP": 1071.48, + "IoU": 0.7189422428007434, + "TN": 1739254.08, + "TP": 10713.68, + "n_pred": 11785.16, + "n_ref": 11994.439999999999 + }, + "9": { + "Dice": 0.7248052741630964, + "FN": 1527.4266666666667, + "FP": 1486.2133333333331, + "IoU": 0.6234046843504133, + "TN": 1742235.3199999998, + "TP": 7071.039999999999, + "n_pred": 8557.253333333332, + "n_ref": 8598.466666666665 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/loop_005/summary.json b/nnActive_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/loop_005/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..add99298dcf97d0983387e7188ff863d804f79d6 --- /dev/null +++ b/nnActive_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/loop_005/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.7752585836988944, + "FN": 21182.428, + "FP": 16252.729333333335, + "IoU": 0.6731834447743265, + "TN": 96254117.58, + "TP": 165408.10266666667, + "n_pred": 181660.83199999997, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.9084591386860491, + "FN": 10623.16, + "FP": 18718.2, + "IoU": 0.8517239265359261, + "TN": 96243954.5, + "TP": 183664.98, + "n_pred": 202383.18, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.7516476558677445, + "FN": 17723.16, + "FP": 15198.54, + "IoU": 0.623171806481167, + "TN": 96367539.74, + "TP": 56499.4, + "n_pred": 71697.94, + "n_ref": 74222.56 + }, + "11": { + "Dice": 0.6065488910221013, + "FN": 1803.68, + "FP": 411.14, + "IoU": 0.4516969818892013, + "TN": 96452849.32, + "TP": 1896.7, + "n_pred": 2307.84, + "n_ref": 3700.38 + }, + "12": { + "Dice": 0.5629944592878391, + "FN": 2283.3, + "FP": 479.58, + "IoU": 0.41385969204075307, + "TN": 96452244.6, + "TP": 1953.36, + "n_pred": 2432.94, + "n_ref": 4236.66 + }, + "13": { + "Dice": 0.6288353241216005, + "FN": 24549.44, + "FP": 11023.72, + "IoU": 0.48627536670976945, + "TN": 96388078.98, + "TP": 33308.7, + "n_pred": 44332.42, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.7583819554433043, + "FN": 41127.72, + "FP": 19802.46, + "IoU": 0.6591576417072729, + "TN": 96298800.24, + "TP": 97230.42, + "n_pred": 117032.88, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.6985137603273499, + "FN": 17797.9, + "FP": 11556.48, + "IoU": 0.5737779590797446, + "TN": 96391357.32, + "TP": 36249.14, + "n_pred": 47805.62, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.8746064490651335, + "FN": 26824.76, + "FP": 6337.42, + "IoU": 0.8025806144104672, + "TN": 96293781.72, + "TP": 130016.94, + "n_pred": 136354.36, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.9060228331105894, + "FN": 9119.84, + "FP": 25437.48, + "IoU": 0.8370668199323267, + "TN": 96268120.78, + "TP": 154282.74, + "n_pred": 179720.22, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.6978039845457638, + "FN": 6720.34, + "FP": 4656.88, + "IoU": 0.602537644164165, + "TN": 96425726.46, + "TP": 19857.16, + "n_pred": 24514.04, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.6748756728965933, + "FN": 7832.5, + "FP": 2936.7, + "IoU": 0.5322392297090223, + "TN": 96436871.98, + "TP": 9319.66, + "n_pred": 12256.36, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.952999024631284, + "FN": 70335.72, + "FP": 60955.46, + "IoU": 0.9132662758817816, + "TN": 95036781.76, + "TP": 1288887.9, + "n_pred": 1349843.36, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.8192977604506414, + "FN": 57255.2, + "FP": 49547.34, + "IoU": 0.7244255816802564, + "TN": 96068488.84, + "TP": 281669.46, + "n_pred": 331216.8, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.9262766971880897, + "FN": 12298.62, + "FP": 7992.66, + "IoU": 0.8641811514742112, + "TN": 96316599.0, + "TP": 120070.56, + "n_pred": 128063.22, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.8616151488393325, + "FN": 11441.08, + "FP": 8736.88, + "IoU": 0.7617909799188325, + "TN": 96370568.46, + "TP": 66214.42, + "n_pred": 74951.3, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9368723248773358, + "FN": 2947, + "FP": 9147, + "IoU": 0.8812415919557725, + "TN": 119491483, + "TP": 89743, + "n_pred": 98890, + "n_ref": 92690 + }, + "10": { + "Dice": 0.7873598317666392, + "FN": 12808, + "FP": 20965, + "IoU": 0.6492938733125649, + "TN": 119497020, + "TP": 62527, + "n_pred": 83492, + "n_ref": 75335 + }, + "11": { + "Dice": 0.6282835552356963, + "FN": 1800, + "FP": 266, + "IoU": 0.4580272822665268, + "TN": 119589508, + "TP": 1746, + "n_pred": 2012, + "n_ref": 3546 + }, + "12": { + "Dice": 0.6716889428918591, + "FN": 1701, + "FP": 1001, + "IoU": 0.5056714233443103, + "TN": 119587854, + "TP": 2764, + "n_pred": 3765, + "n_ref": 4465 + }, + "13": { + "Dice": 0.48657659056789354, + "FN": 29259, + "FP": 20330, + "IoU": 0.3215072447904552, + "TN": 119520233, + "TP": 23498, + "n_pred": 43828, + "n_ref": 52757 + }, + "14": { + "Dice": 0.3869716469062018, + "FN": 187528, + "FP": 2436, + "IoU": 0.2399038096038348, + "TN": 119343399, + "TP": 59957, + "n_pred": 62393, + "n_ref": 247485 + }, + "15": { + "Dice": 0.014383505348315662, + "FN": 31638, + "FP": 136246, + "IoU": 0.00724384864200013, + "TN": 119424211, + "TP": 1225, + "n_pred": 137471, + "n_ref": 32863 + }, + "2": { + "Dice": 0.9533912690440608, + "FN": 4597, + "FP": 8720, + "IoU": 0.9109338006126353, + "TN": 119443802, + "TP": 136201, + "n_pred": 144921, + "n_ref": 140798 + }, + "3": { + "Dice": 0.9520232677980314, + "FN": 6878, + "FP": 9601, + "IoU": 0.9084393179204241, + "TN": 119413341, + "TP": 163500, + "n_pred": 173101, + "n_ref": 170378 + }, + "4": { + "Dice": 0.8201209569831905, + "FN": 22377, + "FP": 1893, + "IoU": 0.6950890108923703, + "TN": 119513723, + "TP": 55327, + "n_pred": 57220, + "n_ref": 77704 + }, + "5": { + "Dice": 0.0839512316496641, + "FN": 60890, + "FP": 12742, + "IoU": 0.043814767680440486, + "TN": 119516314, + "TP": 3374, + "n_pred": 16116, + "n_ref": 64264 + }, + "6": { + "Dice": 0.966947571070824, + "FN": 27226, + "FP": 51715, + "IoU": 0.9360101617234724, + "TN": 118359671, + "TP": 1154708, + "n_pred": 1206423, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 142574, + "IoU": 0.0, + "TN": 119450746, + "TP": 0, + "n_pred": 142574, + "n_ref": 0 + }, + "8": { + "Dice": 0.8713515876371402, + "FN": 43315, + "FP": 28495, + "IoU": 0.7720310223207058, + "TN": 119278321, + "TP": 243189, + "n_pred": 271684, + "n_ref": 286504 + }, + "9": { + "Dice": 0.8323566915483473, + "FN": 18438, + "FP": 4964, + "IoU": 0.7128518491251319, + "TN": 119511822, + "TP": 58096, + "n_pred": 63060, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9462023800015973, + "FN": 10852, + "FP": 9356, + "IoU": 0.8978976247858973, + "TN": 72627741, + "TP": 177711, + "n_pred": 187067, + "n_ref": 188563 + }, + "10": { + "Dice": 0.6753455863936166, + "FN": 11828, + "FP": 42612, + "IoU": 0.509827755418096, + "TN": 72714597, + "TP": 56623, + "n_pred": 99235, + "n_ref": 68451 + }, + "11": { + "Dice": 0.5788359788359788, + "FN": 1153, + "FP": 439, + "IoU": 0.4072970960536113, + "TN": 72822974, + "TP": 1094, + "n_pred": 1533, + "n_ref": 2247 + }, + "12": { + "Dice": 0.6728093947606143, + "FN": 1012, + "FP": 799, + "IoU": 0.5069425537707596, + "TN": 72821987, + "TP": 1862, + "n_pred": 2661, + "n_ref": 2874 + }, + "13": { + "Dice": 0.7061488938552067, + "FN": 15742, + "FP": 12922, + "IoU": 0.5457729181522859, + "TN": 72762555, + "TP": 34441, + "n_pred": 47363, + "n_ref": 50183 + }, + "14": { + "Dice": 0.8680504862599194, + "FN": 3161, + "FP": 19253, + "IoU": 0.7668632529305915, + "TN": 72729519, + "TP": 73727, + "n_pred": 92980, + "n_ref": 76888 + }, + "15": { + "Dice": 0.786341867635052, + "FN": 10217, + "FP": 7316, + "IoU": 0.6479105166977931, + "TN": 72775863, + "TP": 32264, + "n_pred": 39580, + "n_ref": 42481 + }, + "2": { + "Dice": 0.9592825005036524, + "FN": 7279, + "FP": 3635, + "IoU": 0.9217511005319835, + "TN": 72686182, + "TP": 128564, + "n_pred": 132199, + "n_ref": 135843 + }, + "3": { + "Dice": 0.9613608559721926, + "FN": 3379, + "FP": 6570, + "IoU": 0.9255965957955982, + "TN": 72691943, + "TP": 123768, + "n_pred": 130338, + "n_ref": 127147 + }, + "4": { + "Dice": 0.8377975674832808, + "FN": 2832, + "FP": 6530, + "IoU": 0.7208706022659511, + "TN": 72792120, + "TP": 24178, + "n_pred": 30708, + "n_ref": 27010 + }, + "5": { + "Dice": 0.7645816218753667, + "FN": 2124, + "FP": 1888, + "IoU": 0.6188847724897881, + "TN": 72815133, + "TP": 6515, + "n_pred": 8403, + "n_ref": 8639 + }, + "6": { + "Dice": 0.9566024922373647, + "FN": 52028, + "FP": 52837, + "IoU": 0.9168150059018391, + "TN": 71565036, + "TP": 1155759, + "n_pred": 1208596, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.8888435102049409, + "FN": 27774, + "FP": 25027, + "IoU": 0.7999264895342316, + "TN": 72561752, + "TP": 211107, + "n_pred": 236134, + "n_ref": 238881 + }, + "8": { + "Dice": 0.9254244986374118, + "FN": 5219, + "FP": 3319, + "IoU": 0.8612000715295953, + "TN": 72764147, + "TP": 52975, + "n_pred": 56294, + "n_ref": 58194 + }, + "9": { + "Dice": 0.8600946414647918, + "FN": 14006, + "FP": 6808, + "IoU": 0.7545316240727419, + "TN": 72740867, + "TP": 63979, + "n_pred": 70787, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9643076851647651, + "FN": 10807, + "FP": 7643, + "IoU": 0.9310754471690501, + "TN": 71541804, + "TP": 249234, + "n_pred": 256877, + "n_ref": 260041 + }, + "10": { + "Dice": 0.8367753256394682, + "FN": 19327, + "FP": 9695, + "IoU": 0.7193583011807027, + "TN": 71706075, + "TP": 74391, + "n_pred": 84086, + "n_ref": 93718 + }, + "11": { + "Dice": 0.5907692307692308, + "FN": 1737, + "FP": 524, + "IoU": 0.4192139737991266, + "TN": 71805595, + "TP": 1632, + "n_pred": 2156, + "n_ref": 3369 + }, + "12": { + "Dice": 0.5616203879802206, + "FN": 3556, + "FP": 1054, + "IoU": 0.390453523733968, + "TN": 71801925, + "TP": 2953, + "n_pred": 4007, + "n_ref": 6509 + }, + "13": { + "Dice": 0.6708714332929382, + "FN": 27364, + "FP": 8486, + "IoU": 0.5047453271996353, + "TN": 71737101, + "TP": 36537, + "n_pred": 45023, + "n_ref": 63901 + }, + "14": { + "Dice": 0.7505426719017608, + "FN": 207527, + "FP": 1629, + "IoU": 0.6006949217258496, + "TN": 71285688, + "TP": 314644, + "n_pred": 316273, + "n_ref": 522171 + }, + "15": { + "Dice": 0.3555822208889555, + "FN": 141547, + "FP": 232, + "IoU": 0.2162359379750684, + "TN": 71628593, + "TP": 39116, + "n_pred": 39348, + "n_ref": 180663 + }, + "2": { + "Dice": 0.9212270469386616, + "FN": 14829, + "FP": 7753, + "IoU": 0.8539582349783673, + "TN": 71654861, + "TP": 132045, + "n_pred": 139798, + "n_ref": 146874 + }, + "3": { + "Dice": 0.9348246626597142, + "FN": 8853, + "FP": 15708, + "IoU": 0.8776251476061643, + "TN": 71608785, + "TP": 176142, + "n_pred": 191850, + "n_ref": 184995 + }, + "4": { + "Dice": 0.7343397926994142, + "FN": 939, + "FP": 8493, + "IoU": 0.5802029553142247, + "TN": 71787020, + "TP": 13036, + "n_pred": 21529, + "n_ref": 13975 + }, + "5": { + "Dice": 0.80039217433932, + "FN": 1363, + "FP": 3116, + "IoU": 0.6672115313173341, + "TN": 71796029, + "TP": 8980, + "n_pred": 12096, + "n_ref": 10343 + }, + "6": { + "Dice": 0.9686118693413854, + "FN": 38685, + "FP": 39704, + "IoU": 0.9391342022938134, + "TN": 70521589, + "TP": 1209510, + "n_pred": 1249214, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.9331880975702692, + "FN": 9825, + "FP": 22438, + "IoU": 0.8747447375164028, + "TN": 71551910, + "TP": 225315, + "n_pred": 247753, + "n_ref": 235140 + }, + "8": { + "Dice": 0.9279570710914903, + "FN": 8086, + "FP": 3272, + "IoU": 0.8655969327984664, + "TN": 71724981, + "TP": 73149, + "n_pred": 76421, + "n_ref": 81235 + }, + "9": { + "Dice": 0.8532826758512942, + "FN": 16063, + "FP": 8729, + "IoU": 0.7441089952004954, + "TN": 71712603, + "TP": 72093, + "n_pred": 80822, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9689286090282733, + "FN": 7117, + "FP": 6164, + "IoU": 0.9397298940814492, + "TN": 135225152, + "TP": 207077, + "n_pred": 213241, + "n_ref": 214194 + }, + "10": { + "Dice": 0.7996948497016505, + "FN": 17522, + "FP": 16349, + "IoU": 0.6662429545544125, + "TN": 135344026, + "TP": 67613, + "n_pred": 83962, + "n_ref": 85135 + }, + "11": { + "Dice": 0.5598986608758596, + "FN": 2000, + "FP": 432, + "IoU": 0.3887911535561699, + "TN": 135441531, + "TP": 1547, + "n_pred": 1979, + "n_ref": 3547 + }, + "12": { + "Dice": 0.5204769310523587, + "FN": 3500, + "FP": 200, + "IoU": 0.35178696566222845, + "TN": 135439802, + "TP": 2008, + "n_pred": 2208, + "n_ref": 5508 + }, + "13": { + "Dice": 0.7328258644422745, + "FN": 9429, + "FP": 13280, + "IoU": 0.5783150428017009, + "TN": 135391657, + "TP": 31144, + "n_pred": 44424, + "n_ref": 40573 + }, + "14": { + "Dice": 0.9067423695033542, + "FN": 10622, + "FP": 16611, + "IoU": 0.8293949607206846, + "TN": 135285884, + "TP": 132393, + "n_pred": 149004, + "n_ref": 143015 + }, + "15": { + "Dice": 0.668830144457215, + "FN": 21621, + "FP": 7769, + "IoU": 0.5024378682196791, + "TN": 135386442, + "TP": 29678, + "n_pred": 37447, + "n_ref": 51299 + }, + "2": { + "Dice": 0.9132191832334728, + "FN": 27402, + "FP": 7214, + "IoU": 0.8402974814650778, + "TN": 135228757, + "TP": 182137, + "n_pred": 189351, + "n_ref": 209539 + }, + "3": { + "Dice": 0.9019402131880695, + "FN": 25694, + "FP": 18049, + "IoU": 0.8213944486636126, + "TN": 135200596, + "TP": 201171, + "n_pred": 219220, + "n_ref": 226865 + }, + "4": { + "Dice": 0.8679862842892768, + "FN": 3427, + "FP": 6737, + "IoU": 0.7667630455734545, + "TN": 135401932, + "TP": 33414, + "n_pred": 40151, + "n_ref": 36841 + }, + "5": { + "Dice": 0.5563315872619938, + "FN": 14662, + "FP": 6682, + "IoU": 0.385359672867592, + "TN": 135410784, + "TP": 13382, + "n_pred": 20064, + "n_ref": 28044 + }, + "6": { + "Dice": 0.9637385235604771, + "FN": 41338, + "FP": 80648, + "IoU": 0.9300148133189063, + "TN": 133702484, + "TP": 1621040, + "n_pred": 1701688, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.8303362991158906, + "FN": 21841, + "FP": 50545, + "IoU": 0.7098931927940204, + "TN": 135195995, + "TP": 177129, + "n_pred": 227674, + "n_ref": 198970 + }, + "8": { + "Dice": 0.8952255943918641, + "FN": 43416, + "FP": 14216, + "IoU": 0.8103243430038342, + "TN": 135141665, + "TP": 246213, + "n_pred": 260429, + "n_ref": 289629 + }, + "9": { + "Dice": 0.8451022309927095, + "FN": 20948, + "FP": 7310, + "IoU": 0.7317550121506683, + "TN": 135340166, + "TP": 77086, + "n_pred": 84396, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9190144054108034, + "FN": 19242, + "FP": 22523, + "IoU": 0.8501634156929292, + "TN": 105475268, + "TP": 236972, + "n_pred": 259495, + "n_ref": 256214 + }, + "10": { + "Dice": 0.460534181720733, + "FN": 26974, + "FP": 51535, + "IoU": 0.2991519371540796, + "TN": 105641985, + "TP": 33511, + "n_pred": 85046, + "n_ref": 60485 + }, + "11": { + "Dice": 0.6978776529338327, + "FN": 792, + "FP": 660, + "IoU": 0.535953978906999, + "TN": 105750876, + "TP": 1677, + "n_pred": 2337, + "n_ref": 2469 + }, + "12": { + "Dice": 0.5825540823447314, + "FN": 2317, + "FP": 674, + "IoU": 0.410988578180386, + "TN": 105748927, + "TP": 2087, + "n_pred": 2761, + "n_ref": 4404 + }, + "13": { + "Dice": 0.49904106985503743, + "FN": 52019, + "FP": 5969, + "IoU": 0.3324814955508743, + "TN": 105667134, + "TP": 28883, + "n_pred": 34852, + "n_ref": 80902 + }, + "14": { + "Dice": 0.9380310189206941, + "FN": 19812, + "FP": 3586, + "IoU": 0.8832941786749265, + "TN": 105553518, + "TP": 177089, + "n_pred": 180675, + "n_ref": 196901 + }, + "15": { + "Dice": 0.8223054515189346, + "FN": 4220, + "FP": 6028, + "IoU": 0.6982332155477032, + "TN": 105720045, + "TP": 23712, + "n_pred": 29740, + "n_ref": 27932 + }, + "2": { + "Dice": 0.9319279379702637, + "FN": 10764, + "FP": 9999, + "IoU": 0.8725328291044822, + "TN": 105591116, + "TP": 142126, + "n_pred": 152125, + "n_ref": 152890 + }, + "3": { + "Dice": 0.9456394998190664, + "FN": 6827, + "FP": 12101, + "IoU": 0.8968844144453343, + "TN": 105570444, + "TP": 164633, + "n_pred": 176734, + "n_ref": 171460 + }, + "4": { + "Dice": 0.6161541816595791, + "FN": 18251, + "FP": 9911, + "IoU": 0.4452477100364424, + "TN": 105703240, + "TP": 22603, + "n_pred": 32514, + "n_ref": 40854 + }, + "5": { + "Dice": 0.7479141835518475, + "FN": 3580, + "FP": 2342, + "IoU": 0.5973346025702047, + "TN": 105739298, + "TP": 8785, + "n_pred": 11127, + "n_ref": 12365 + }, + "6": { + "Dice": 0.9589391193399653, + "FN": 62762, + "FP": 63455, + "IoU": 0.9211172345002494, + "TN": 104153947, + "TP": 1473841, + "n_pred": 1537296, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.8527211114876313, + "FN": 16744, + "FP": 70180, + "IoU": 0.7432552974049066, + "TN": 105415443, + "TP": 251638, + "n_pred": 321818, + "n_ref": 268382 + }, + "8": { + "Dice": 0.9017534866833259, + "FN": 4226, + "FP": 14174, + "IoU": 0.8210847708134809, + "TN": 105651163, + "TP": 84442, + "n_pred": 98616, + "n_ref": 88668 + }, + "9": { + "Dice": 0.8293482309124767, + "FN": 13570, + "FP": 11631, + "IoU": 0.7084499872741156, + "TN": 105667567, + "TP": 61237, + "n_pred": 72868, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9665499350204859, + "FN": 9680, + "FP": 7179, + "IoU": 0.9352652515819868, + "TN": 96877448, + "TP": 243573, + "n_pred": 250752, + "n_ref": 253253 + }, + "10": { + "Dice": 0.8283593743578784, + "FN": 11790, + "FP": 29976, + "IoU": 0.7070080673447913, + "TN": 96995330, + "TP": 100784, + "n_pred": 130760, + "n_ref": 112574 + }, + "11": { + "Dice": 0.7090589551046493, + "FN": 1342, + "FP": 479, + "IoU": 0.5492574257425743, + "TN": 97133840, + "TP": 2219, + "n_pred": 2698, + "n_ref": 3561 + }, + "12": { + "Dice": 0.7045454545454546, + "FN": 1821, + "FP": 441, + "IoU": 0.543859649122807, + "TN": 97132921, + "TP": 2697, + "n_pred": 3138, + "n_ref": 4518 + }, + "13": { + "Dice": 0.732254516266487, + "FN": 12950, + "FP": 14069, + "IoU": 0.5776037269799581, + "TN": 97073914, + "TP": 36947, + "n_pred": 51016, + "n_ref": 49897 + }, + "14": { + "Dice": 0.9292629814433313, + "FN": 27200, + "FP": 8922, + "IoU": 0.8678722836126078, + "TN": 96864493, + "TP": 237265, + "n_pred": 246187, + "n_ref": 264465 + }, + "15": { + "Dice": 0.7511474755537817, + "FN": 5434, + "FP": 5789, + "IoU": 0.6014701182486417, + "TN": 97109719, + "TP": 16938, + "n_pred": 22727, + "n_ref": 22372 + }, + "2": { + "Dice": 0.9381266529105757, + "FN": 8883, + "FP": 8149, + "IoU": 0.883463791121572, + "TN": 96991728, + "TP": 129120, + "n_pred": 137269, + "n_ref": 138003 + }, + "3": { + "Dice": 0.9394256207567017, + "FN": 11100, + "FP": 7904, + "IoU": 0.885770615566789, + "TN": 96971513, + "TP": 147363, + "n_pred": 155267, + "n_ref": 158463 + }, + "4": { + "Dice": 0.9044272284435497, + "FN": 2338, + "FP": 2979, + "IoU": 0.8255291222313371, + "TN": 97107405, + "TP": 25158, + "n_pred": 28137, + "n_ref": 27496 + }, + "5": { + "Dice": 0.7827546486753332, + "FN": 2741, + "FP": 3860, + "IoU": 0.6430541285891959, + "TN": 97119387, + "TP": 11892, + "n_pred": 15752, + "n_ref": 14633 + }, + "6": { + "Dice": 0.9744481229575245, + "FN": 39846, + "FP": 36748, + "IoU": 0.9501695085066532, + "TN": 95600789, + "TP": 1460497, + "n_pred": 1497245, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.9372812046166782, + "FN": 9001, + "FP": 23821, + "IoU": 0.8819653973265821, + "TN": 96859809, + "TP": 245249, + "n_pred": 269070, + "n_ref": 254250 + }, + "8": { + "Dice": 0.9221222317865247, + "FN": 10218, + "FP": 9686, + "IoU": 0.8554979599541171, + "TN": 97000138, + "TP": 117838, + "n_pred": 127524, + "n_ref": 128056 + }, + "9": { + "Dice": 0.8219501324034504, + "FN": 5880, + "FP": 21284, + "IoU": 0.6977210006231639, + "TN": 97048016, + "TP": 62700, + "n_pred": 83984, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9594248949283936, + "FN": 3213, + "FP": 11191, + "IoU": 0.9220140768814293, + "TN": 130582092, + "TP": 170296, + "n_pred": 181487, + "n_ref": 173509 + }, + "10": { + "Dice": 0.7829218537816836, + "FN": 11811, + "FP": 24476, + "IoU": 0.6432798552947191, + "TN": 130665068, + "TP": 65437, + "n_pred": 89913, + "n_ref": 77248 + }, + "11": { + "Dice": 0.7287969819756881, + "FN": 1441, + "FP": 500, + "IoU": 0.5733128160035172, + "TN": 130762243, + "TP": 2608, + "n_pred": 3108, + "n_ref": 4049 + }, + "12": { + "Dice": 0.71232, + "FN": 1102, + "FP": 696, + "IoU": 0.5531809145129225, + "TN": 130762768, + "TP": 2226, + "n_pred": 2922, + "n_ref": 3328 + }, + "13": { + "Dice": 0.7997856509096659, + "FN": 15846, + "FP": 6945, + "IoU": 0.6663690127649607, + "TN": 130698480, + "TP": 45521, + "n_pred": 52466, + "n_ref": 61367 + }, + "14": { + "Dice": 0.952268593012159, + "FN": 5259, + "FP": 10196, + "IoU": 0.908886176992507, + "TN": 130597169, + "TP": 154168, + "n_pred": 164364, + "n_ref": 159427 + }, + "15": { + "Dice": 0.8605179621502541, + "FN": 3986, + "FP": 4055, + "IoU": 0.7551834373572842, + "TN": 130733947, + "TP": 24804, + "n_pred": 28859, + "n_ref": 28790 + }, + "2": { + "Dice": 0.8895473134778729, + "FN": 27776, + "FP": 6632, + "IoU": 0.801067280285379, + "TN": 130593829, + "TP": 138555, + "n_pred": 145187, + "n_ref": 166331 + }, + "3": { + "Dice": 0.9026087449668235, + "FN": 6894, + "FP": 27452, + "IoU": 0.822504043864953, + "TN": 130573289, + "TP": 159157, + "n_pred": 186609, + "n_ref": 166051 + }, + "4": { + "Dice": 0.8242705218268364, + "FN": 6645, + "FP": 3286, + "IoU": 0.7010715790741076, + "TN": 130733570, + "TP": 23291, + "n_pred": 26577, + "n_ref": 29936 + }, + "5": { + "Dice": 0.6469672341517666, + "FN": 12403, + "FP": 8230, + "IoU": 0.4781608032575432, + "TN": 130727253, + "TP": 18906, + "n_pred": 27136, + "n_ref": 31309 + }, + "6": { + "Dice": 0.9636307042860537, + "FN": 29106, + "FP": 69627, + "IoU": 0.9298140231202203, + "TN": 129360058, + "TP": 1308001, + "n_pred": 1377628, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.9419750004161049, + "FN": 21092, + "FP": 31201, + "IoU": 0.8903145018185479, + "TN": 130290038, + "TP": 424461, + "n_pred": 455662, + "n_ref": 445553 + }, + "8": { + "Dice": 0.9049282759283198, + "FN": 13556, + "FP": 31969, + "IoU": 0.82636438877595, + "TN": 130504605, + "TP": 216662, + "n_pred": 248631, + "n_ref": 230218 + }, + "9": { + "Dice": 0.86694114105841, + "FN": 17064, + "FP": 9017, + "IoU": 0.7651333681537381, + "TN": 130655746, + "TP": 84965, + "n_pred": 93982, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8188146521184639, + "FN": 15936, + "FP": 65896, + "IoU": 0.6932143660493364, + "TN": 71969268, + "TP": 184908, + "n_pred": 250804, + "n_ref": 200844 + }, + "10": { + "Dice": 0.46063536561274115, + "FN": 38180, + "FP": 19155, + "IoU": 0.29923733163851474, + "TN": 72154190, + "TP": 24483, + "n_pred": 43638, + "n_ref": 62663 + }, + "11": { + "Dice": 0.5448383733055265, + "FN": 1642, + "FP": 104, + "IoU": 0.37441777140809746, + "TN": 72233217, + "TP": 1045, + "n_pred": 1149, + "n_ref": 2687 + }, + "12": { + "Dice": 0.46325004559547694, + "FN": 2801, + "FP": 142, + "IoU": 0.3014478993591265, + "TN": 72231795, + "TP": 1270, + "n_pred": 1412, + "n_ref": 4071 + }, + "13": { + "Dice": 0.33571099861942016, + "FN": 54389, + "FP": 9125, + "IoU": 0.20171436471726809, + "TN": 72156445, + "TP": 16049, + "n_pred": 25174, + "n_ref": 70438 + }, + "14": { + "Dice": 0.3846606750976833, + "FN": 34319, + "FP": 92140, + "IoU": 0.2381299515016417, + "TN": 72070023, + "TP": 39526, + "n_pred": 131666, + "n_ref": 73845 + }, + "15": { + "Dice": 0.6961616161616162, + "FN": 4194, + "FP": 16862, + "IoU": 0.5339324449953518, + "TN": 72190830, + "TP": 24122, + "n_pred": 40984, + "n_ref": 28316 + }, + "2": { + "Dice": 0.29590602867507343, + "FN": 105026, + "FP": 950, + "IoU": 0.17364419665484035, + "TN": 72107763, + "TP": 22269, + "n_pred": 23219, + "n_ref": 127295 + }, + "3": { + "Dice": 0.7094855809802371, + "FN": 7666, + "FP": 123840, + "IoU": 0.5497695884088932, + "TN": 71943922, + "TP": 160580, + "n_pred": 284420, + "n_ref": 168246 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 6581, + "IoU": 0.0, + "TN": 72229427, + "TP": 0, + "n_pred": 6581, + "n_ref": 0 + }, + "5": { + "Dice": 0.8214902864324239, + "FN": 383, + "FP": 3026, + "IoU": 0.6970585621612014, + "TN": 72224755, + "TP": 7844, + "n_pred": 10870, + "n_ref": 8227 + }, + "6": { + "Dice": 0.8938727147972431, + "FN": 140670, + "FP": 184911, + "IoU": 0.8081101757049534, + "TN": 70539300, + "TP": 1371127, + "n_pred": 1556038, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.5574312011033494, + "FN": 109084, + "FP": 256411, + "IoU": 0.3864156784270538, + "TN": 71640336, + "TP": 230177, + "n_pred": 486588, + "n_ref": 339261 + }, + "8": { + "Dice": 0.9304416076770429, + "FN": 4750, + "FP": 4644, + "IoU": 0.869930631516276, + "TN": 72163785, + "TP": 62829, + "n_pred": 67473, + "n_ref": 67579 + }, + "9": { + "Dice": 0.6279980657640232, + "FN": 23646, + "FP": 7126, + "IoU": 0.4577238924329468, + "TN": 72179262, + "TP": 25974, + "n_pred": 33100, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8383958016397293, + "FN": 6877, + "FP": 24779, + "IoU": 0.7217568624693463, + "TN": 52439349, + "TP": 82115, + "n_pred": 106894, + "n_ref": 88992 + }, + "10": { + "Dice": 0.26321146978140475, + "FN": 39556, + "FP": 3149, + "IoU": 0.15155067252101007, + "TN": 52502787, + "TP": 7628, + "n_pred": 10777, + "n_ref": 47184 + }, + "11": { + "Dice": 0.0, + "FN": 2042, + "FP": 0, + "IoU": 0.0, + "TN": 52551078, + "TP": 0, + "n_pred": 0, + "n_ref": 2042 + }, + "12": { + "Dice": 0.0, + "FN": 4066, + "FP": 631, + "IoU": 0.0, + "TN": 52548423, + "TP": 0, + "n_pred": 631, + "n_ref": 4066 + }, + "13": { + "Dice": 0.33667601075051296, + "FN": 15790, + "FP": 7163, + "IoU": 0.20241156438946417, + "TN": 52524342, + "TP": 5825, + "n_pred": 12988, + "n_ref": 21615 + }, + "14": { + "Dice": 0.3389542609005356, + "FN": 43465, + "FP": 4792, + "IoU": 0.20406076300120404, + "TN": 52492491, + "TP": 12372, + "n_pred": 17164, + "n_ref": 55837 + }, + "15": { + "Dice": 0.14078061911170928, + "FN": 21608, + "FP": 23080, + "IoU": 0.07572028377008831, + "TN": 52504771, + "TP": 3661, + "n_pred": 26741, + "n_ref": 25269 + }, + "2": { + "Dice": 0.6430006445815161, + "FN": 66744, + "FP": 9133, + "IoU": 0.47384005159178694, + "TN": 52408911, + "TP": 68332, + "n_pred": 77465, + "n_ref": 135076 + }, + "3": { + "Dice": 0.7914630554508688, + "FN": 18138, + "FP": 47709, + "IoU": 0.6548935545748996, + "TN": 52362318, + "TP": 124955, + "n_pred": 172664, + "n_ref": 143093 + }, + "4": { + "Dice": 0.0, + "FN": 1880, + "FP": 19, + "IoU": 0.0, + "TN": 52551221, + "TP": 0, + "n_pred": 19, + "n_ref": 1880 + }, + "5": { + "Dice": 0.7146312806690165, + "FN": 1112, + "FP": 3017, + "IoU": 0.5559737606194215, + "TN": 52543821, + "TP": 5170, + "n_pred": 8187, + "n_ref": 6282 + }, + "6": { + "Dice": 0.9284284538158095, + "FN": 58986, + "FP": 51072, + "IoU": 0.866417606105625, + "TN": 51729224, + "TP": 713838, + "n_pred": 764910, + "n_ref": 772824 + }, + "7": { + "Dice": 0.5611090410806255, + "FN": 112498, + "FP": 13537, + "IoU": 0.3899593903224089, + "TN": 52346519, + "TP": 80566, + "n_pred": 94103, + "n_ref": 193064 + }, + "8": { + "Dice": 0.8721675317701808, + "FN": 10804, + "FP": 3480, + "IoU": 0.7733130197422713, + "TN": 52490108, + "TP": 48728, + "n_pred": 52208, + "n_ref": 59532 + }, + "9": { + "Dice": 0.8454979402340941, + "FN": 13439, + "FP": 10189, + "IoU": 0.7323485766716886, + "TN": 52464841, + "TP": 64651, + "n_pred": 74840, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9674627916942075, + "FN": 13891, + "FP": 4864, + "IoU": 0.936976201837452, + "TN": 143839664, + "TP": 278831, + "n_pred": 283695, + "n_ref": 292722 + }, + "10": { + "Dice": 0.8411129310027018, + "FN": 18425, + "FP": 11744, + "IoU": 0.7257936976813939, + "TN": 144027227, + "TP": 79854, + "n_pred": 91598, + "n_ref": 98279 + }, + "11": { + "Dice": 0.5382922996333158, + "FN": 4050, + "FP": 357, + "IoU": 0.3682626146788991, + "TN": 144130274, + "TP": 2569, + "n_pred": 2926, + "n_ref": 6619 + }, + "12": { + "Dice": 0.4858526637777211, + "FN": 3740, + "FP": 294, + "IoU": 0.32087542087542087, + "TN": 144131310, + "TP": 1906, + "n_pred": 2200, + "n_ref": 5646 + }, + "13": { + "Dice": 0.8219578673867081, + "FN": 23632, + "FP": 11315, + "IoU": 0.6977321477996125, + "TN": 144021634, + "TP": 80669, + "n_pred": 91984, + "n_ref": 104301 + }, + "14": { + "Dice": 0.9512337873115857, + "FN": 30593, + "FP": 8318, + "IoU": 0.9070027007002701, + "TN": 143718840, + "TP": 379499, + "n_pred": 387817, + "n_ref": 410092 + }, + "15": { + "Dice": 0.8431507438300799, + "FN": 3056, + "FP": 4240, + "IoU": 0.7288337173864565, + "TN": 144110344, + "TP": 19610, + "n_pred": 23850, + "n_ref": 22666 + }, + "2": { + "Dice": 0.9607373634663955, + "FN": 6232, + "FP": 4541, + "IoU": 0.9244413584143416, + "TN": 143994672, + "TP": 131805, + "n_pred": 136346, + "n_ref": 138037 + }, + "3": { + "Dice": 0.9611377427623862, + "FN": 8283, + "FP": 5134, + "IoU": 0.925183041415037, + "TN": 143957919, + "TP": 165914, + "n_pred": 171048, + "n_ref": 174197 + }, + "4": { + "Dice": 0.9217005673037235, + "FN": 3160, + "FP": 4997, + "IoU": 0.8547723752381291, + "TN": 144081083, + "TP": 48010, + "n_pred": 53007, + "n_ref": 51170 + }, + "5": { + "Dice": 0.7077096467439158, + "FN": 12038, + "FP": 4560, + "IoU": 0.5476398124931865, + "TN": 144100558, + "TP": 20094, + "n_pred": 24654, + "n_ref": 32132 + }, + "6": { + "Dice": 0.965414098825841, + "FN": 37861, + "FP": 56769, + "IoU": 0.9331405905784967, + "TN": 142721892, + "TP": 1320728, + "n_pred": 1377497, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.9332983561385978, + "FN": 16029, + "FP": 17280, + "IoU": 0.8749385186659208, + "TN": 143870909, + "TP": 233032, + "n_pred": 250312, + "n_ref": 249061 + }, + "8": { + "Dice": 0.8996349739511927, + "FN": 19135, + "FP": 27717, + "IoU": 0.8175786694907995, + "TN": 143880416, + "TP": 209982, + "n_pred": 237699, + "n_ref": 229117 + }, + "9": { + "Dice": 0.8751307932971364, + "FN": 10405, + "FP": 13582, + "IoU": 0.7779844875141149, + "TN": 144029208, + "TP": 84055, + "n_pred": 97637, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9044122819358469, + "FN": 8298, + "FP": 35186, + "IoU": 0.8255042175298357, + "TN": 111529722, + "TP": 205714, + "n_pred": 240900, + "n_ref": 214012 + }, + "10": { + "Dice": 0.6382765040172448, + "FN": 19945, + "FP": 9589, + "IoU": 0.4687269522044935, + "TN": 111723329, + "TP": 26057, + "n_pred": 35646, + "n_ref": 46002 + }, + "11": { + "Dice": 0.5941466854724965, + "FN": 2110, + "FP": 192, + "IoU": 0.42262352646099827, + "TN": 111774933, + "TP": 1685, + "n_pred": 1877, + "n_ref": 3795 + }, + "12": { + "Dice": 0.5623127621330137, + "FN": 2783, + "FP": 139, + "IoU": 0.39112315065638675, + "TN": 111774121, + "TP": 1877, + "n_pred": 2016, + "n_ref": 4660 + }, + "13": { + "Dice": 0.5952334133008219, + "FN": 22673, + "FP": 18495, + "IoU": 0.42372406842296817, + "TN": 111707482, + "TP": 30270, + "n_pred": 48765, + "n_ref": 52943 + }, + "14": { + "Dice": 0.849089584850692, + "FN": 4541, + "FP": 26539, + "IoU": 0.7377547145930895, + "TN": 111660405, + "TP": 87435, + "n_pred": 113974, + "n_ref": 91976 + }, + "15": { + "Dice": 0.5895347539886199, + "FN": 5448, + "FP": 1910, + "IoU": 0.4179718398987502, + "TN": 111766278, + "TP": 5284, + "n_pred": 7194, + "n_ref": 10732 + }, + "2": { + "Dice": 0.8465851479559119, + "FN": 51847, + "FP": 4135, + "IoU": 0.7339814867613237, + "TN": 111568476, + "TP": 154462, + "n_pred": 158597, + "n_ref": 206309 + }, + "3": { + "Dice": 0.700930820835932, + "FN": 3310, + "FP": 48001, + "IoU": 0.5395638908829864, + "TN": 111667480, + "TP": 60129, + "n_pred": 108130, + "n_ref": 63439 + }, + "4": { + "Dice": 0.8682914046121594, + "FN": 2112, + "FP": 2914, + "IoU": 0.7672393831334229, + "TN": 111757327, + "TP": 16567, + "n_pred": 19481, + "n_ref": 18679 + }, + "5": { + "Dice": 0.561600249204548, + "FN": 13796, + "FP": 5907, + "IoU": 0.3904340562447793, + "TN": 111746597, + "TP": 12620, + "n_pred": 18527, + "n_ref": 26416 + }, + "6": { + "Dice": 0.9590614533127209, + "FN": 54188, + "FP": 46600, + "IoU": 0.9213430095031767, + "TN": 110497559, + "TP": 1180573, + "n_pred": 1227173, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.9039979295931172, + "FN": 30557, + "FP": 13586, + "IoU": 0.8248140710696965, + "TN": 111526942, + "TP": 207835, + "n_pred": 221421, + "n_ref": 238392 + }, + "8": { + "Dice": 0.8798749979098194, + "FN": 40458, + "FP": 24197, + "IoU": 0.7855150061537338, + "TN": 111477477, + "TP": 236788, + "n_pred": 260985, + "n_ref": 277246 + }, + "9": { + "Dice": 0.8191446948756113, + "FN": 18700, + "FP": 8518, + "IoU": 0.6936876104302419, + "TN": 111690063, + "TP": 61639, + "n_pred": 70157, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9105372158298569, + "FN": 11963, + "FP": 18189, + "IoU": 0.8357671588786065, + "TN": 198904282, + "TP": 153441, + "n_pred": 171630, + "n_ref": 165404 + }, + "10": { + "Dice": 0.748699060620396, + "FN": 18813, + "FP": 10935, + "IoU": 0.5983365288542032, + "TN": 199013813, + "TP": 44314, + "n_pred": 55249, + "n_ref": 63127 + }, + "11": { + "Dice": 0.7165621734587252, + "FN": 1692, + "FP": 478, + "IoU": 0.5583146753511093, + "TN": 199082962, + "TP": 2743, + "n_pred": 3221, + "n_ref": 4435 + }, + "12": { + "Dice": 0.6638951071314358, + "FN": 1259, + "FP": 843, + "IoU": 0.49688846337960746, + "TN": 199083697, + "TP": 2076, + "n_pred": 2919, + "n_ref": 3335 + }, + "13": { + "Dice": 0.36109820183748614, + "FN": 25493, + "FP": 10251, + "IoU": 0.22032937070563857, + "TN": 199042030, + "TP": 10101, + "n_pred": 20352, + "n_ref": 35594 + }, + "14": { + "Dice": 0.5950555891939244, + "FN": 23853, + "FP": 7580, + "IoU": 0.423543867370892, + "TN": 199033347, + "TP": 23095, + "n_pred": 30675, + "n_ref": 46948 + }, + "15": { + "Dice": 0.7540477543296096, + "FN": 54294, + "FP": 681, + "IoU": 0.6051979575861598, + "TN": 198948628, + "TP": 84272, + "n_pred": 84953, + "n_ref": 138566 + }, + "2": { + "Dice": 0.9281705016974726, + "FN": 6549, + "FP": 12493, + "IoU": 0.8659684242385849, + "TN": 198945804, + "TP": 123029, + "n_pred": 135522, + "n_ref": 129578 + }, + "3": { + "Dice": 0.9508186065994063, + "FN": 7174, + "FP": 6446, + "IoU": 0.9062480640431727, + "TN": 198942598, + "TP": 131657, + "n_pred": 138103, + "n_ref": 138831 + }, + "4": { + "Dice": 0.8041771315267681, + "FN": 1911, + "FP": 5496, + "IoU": 0.6724885037141847, + "TN": 199065259, + "TP": 15209, + "n_pred": 20705, + "n_ref": 17120 + }, + "5": { + "Dice": 0.6568646707258902, + "FN": 8363, + "FP": 3866, + "IoU": 0.4890532297150497, + "TN": 199063941, + "TP": 11705, + "n_pred": 15571, + "n_ref": 20068 + }, + "6": { + "Dice": 0.9609725132326901, + "FN": 47627, + "FP": 42320, + "IoU": 0.9248768925474056, + "TN": 197890547, + "TP": 1107381, + "n_pred": 1149701, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.8901581610598317, + "FN": 16147, + "FP": 18411, + "IoU": 0.8020585725168541, + "TN": 198913288, + "TP": 140029, + "n_pred": 158440, + "n_ref": 156176 + }, + "8": { + "Dice": 0.9001349974739736, + "FN": 9670, + "FP": 14446, + "IoU": 0.8184049818901966, + "TN": 198955074, + "TP": 108685, + "n_pred": 123131, + "n_ref": 118355 + }, + "9": { + "Dice": 0.906538674899303, + "FN": 9434, + "FP": 9941, + "IoU": 0.8290541732839245, + "TN": 198974535, + "TP": 93965, + "n_pred": 103906, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9008477890914177, + "FN": 10483, + "FP": 27796, + "IoU": 0.8195842033077093, + "TN": 130863021, + "TP": 173892, + "n_pred": 201688, + "n_ref": 184375 + }, + "10": { + "Dice": 0.8187124818878079, + "FN": 13505, + "FP": 17148, + "IoU": 0.6930679189738558, + "TN": 130975323, + "TP": 69216, + "n_pred": 86364, + "n_ref": 82721 + }, + "11": { + "Dice": 0.6619526113385436, + "FN": 1403, + "FP": 1322, + "IoU": 0.49471537177823105, + "TN": 131069799, + "TP": 2668, + "n_pred": 3990, + "n_ref": 4071 + }, + "12": { + "Dice": 0.707193515704154, + "FN": 1494, + "FP": 1107, + "IoU": 0.5470219435736677, + "TN": 131069450, + "TP": 3141, + "n_pred": 4248, + "n_ref": 4635 + }, + "13": { + "Dice": 0.4927430844117298, + "FN": 56955, + "FP": 11407, + "IoU": 0.3269137990449466, + "TN": 130973627, + "TP": 33203, + "n_pred": 44610, + "n_ref": 90158 + }, + "14": { + "Dice": 0.6761025751419423, + "FN": 6361, + "FP": 41787, + "IoU": 0.5106910569105692, + "TN": 130976792, + "TP": 50252, + "n_pred": 92039, + "n_ref": 56613 + }, + "15": { + "Dice": 0.7589728539985326, + "FN": 1717, + "FP": 14709, + "IoU": 0.611568293605751, + "TN": 131032904, + "TP": 25862, + "n_pred": 40571, + "n_ref": 27579 + }, + "2": { + "Dice": 0.9222242430033877, + "FN": 10668, + "FP": 14563, + "IoU": 0.85567358239093, + "TN": 130900373, + "TP": 149588, + "n_pred": 164151, + "n_ref": 160256 + }, + "3": { + "Dice": 0.8375610744916575, + "FN": 10334, + "FP": 59383, + "IoU": 0.7205204988514871, + "TN": 130825739, + "TP": 179736, + "n_pred": 239119, + "n_ref": 190070 + }, + "4": { + "Dice": 0.7743931810945193, + "FN": 25655, + "FP": 1978, + "IoU": 0.6318447067601055, + "TN": 131000134, + "TP": 47425, + "n_pred": 49403, + "n_ref": 73080 + }, + "5": { + "Dice": 0.7417276141529947, + "FN": 5318, + "FP": 1215, + "IoU": 0.5894809601608646, + "TN": 131059278, + "TP": 9381, + "n_pred": 10596, + "n_ref": 14699 + }, + "6": { + "Dice": 0.965876419277813, + "FN": 40868, + "FP": 59968, + "IoU": 0.9340048300642045, + "TN": 129547262, + "TP": 1427094, + "n_pred": 1487062, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.781754427929936, + "FN": 58168, + "FP": 343286, + "IoU": 0.6417051256763981, + "TN": 129954735, + "TP": 719003, + "n_pred": 1062289, + "n_ref": 777171 + }, + "8": { + "Dice": 0.9221506407529717, + "FN": 8952, + "FP": 11180, + "IoU": 0.855546865470305, + "TN": 130935825, + "TP": 119235, + "n_pred": 130415, + "n_ref": 128187 + }, + "9": { + "Dice": 0.7120706804751038, + "FN": 22948, + "FP": 11499, + "IoU": 0.5528802471379247, + "TN": 130998150, + "TP": 42595, + "n_pred": 54094, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8546702235453775, + "FN": 4246, + "FP": 67611, + "IoU": 0.7462219538123037, + "TN": 101334051, + "TP": 211292, + "n_pred": 278903, + "n_ref": 215538 + }, + "10": { + "Dice": 0.8232479784366576, + "FN": 9172, + "FP": 6566, + "IoU": 0.699593426100899, + "TN": 101564811, + "TP": 36651, + "n_pred": 43217, + "n_ref": 45823 + }, + "11": { + "Dice": 0.7528248587570622, + "FN": 1761, + "FP": 339, + "IoU": 0.6036240090600227, + "TN": 101611902, + "TP": 3198, + "n_pred": 3537, + "n_ref": 4959 + }, + "12": { + "Dice": 0.7816091954022989, + "FN": 1784, + "FP": 287, + "IoU": 0.6415094339622641, + "TN": 101611423, + "TP": 3706, + "n_pred": 3993, + "n_ref": 5490 + }, + "13": { + "Dice": 0.7976757434203031, + "FN": 7575, + "FP": 19062, + "IoU": 0.6634447729512546, + "TN": 101538054, + "TP": 52509, + "n_pred": 71571, + "n_ref": 60084 + }, + "14": { + "Dice": 0.8998072650767261, + "FN": 611, + "FP": 13009, + "IoU": 0.8178633038687332, + "TN": 101542421, + "TP": 61159, + "n_pred": 74168, + "n_ref": 61770 + }, + "15": { + "Dice": 0.8397925879876231, + "FN": 3547, + "FP": 7792, + "IoU": 0.723829704320717, + "TN": 101576142, + "TP": 29719, + "n_pred": 37511, + "n_ref": 33266 + }, + "2": { + "Dice": 0.7236072458818656, + "FN": 72758, + "FP": 3318, + "IoU": 0.5669158208139542, + "TN": 101441539, + "TP": 99585, + "n_pred": 102903, + "n_ref": 172343 + }, + "3": { + "Dice": 0.8158647155362388, + "FN": 6188, + "FP": 69097, + "IoU": 0.6889962035931607, + "TN": 101375129, + "TP": 166786, + "n_pred": 235883, + "n_ref": 172974 + }, + "4": { + "Dice": 0.3966512471171664, + "FN": 1336, + "FP": 43923, + "IoU": 0.2473892510309964, + "TN": 101557064, + "TP": 14877, + "n_pred": 58800, + "n_ref": 16213 + }, + "5": { + "Dice": 0.7231826702770257, + "FN": 9539, + "FP": 6409, + "IoU": 0.566394779771615, + "TN": 101580420, + "TP": 20832, + "n_pred": 27241, + "n_ref": 30371 + }, + "6": { + "Dice": 0.941892355978619, + "FN": 154149, + "FP": 16067, + "IoU": 0.8901668571251586, + "TN": 100067431, + "TP": 1379553, + "n_pred": 1395620, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.9502315278953961, + "FN": 25007, + "FP": 17189, + "IoU": 0.905182002647066, + "TN": 101172179, + "TP": 402825, + "n_pred": 420014, + "n_ref": 427832 + }, + "8": { + "Dice": 0.9295668684044758, + "FN": 23134, + "FP": 8509, + "IoU": 0.86840255684063, + "TN": 101376747, + "TP": 208810, + "n_pred": 217319, + "n_ref": 231944 + }, + "9": { + "Dice": 0.8939531427945019, + "FN": 7604, + "FP": 9809, + "IoU": 0.8082416553789906, + "TN": 101526393, + "TP": 73394, + "n_pred": 83203, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8801104348807529, + "FN": 8845, + "FP": 46391, + "IoU": 0.7858903790991549, + "TN": 118924232, + "TP": 202744, + "n_pred": 249135, + "n_ref": 211589 + }, + "10": { + "Dice": 0.841173948138432, + "FN": 14053, + "FP": 11133, + "IoU": 0.7258845680826286, + "TN": 119090331, + "TP": 66695, + "n_pred": 77828, + "n_ref": 80748 + }, + "11": { + "Dice": 0.5269400203320909, + "FN": 2483, + "FP": 309, + "IoU": 0.3577179664136186, + "TN": 119177865, + "TP": 1555, + "n_pred": 1864, + "n_ref": 4038 + }, + "12": { + "Dice": 0.4276374442793462, + "FN": 2696, + "FP": 1156, + "IoU": 0.27197127197127197, + "TN": 119176921, + "TP": 1439, + "n_pred": 2595, + "n_ref": 4135 + }, + "13": { + "Dice": 0.7128431593159316, + "FN": 7732, + "FP": 12686, + "IoU": 0.5538121981600053, + "TN": 119136451, + "TP": 25343, + "n_pred": 38029, + "n_ref": 33075 + }, + "14": { + "Dice": 0.12248779113448535, + "FN": 60650, + "FP": 14100, + "IoU": 0.06523941125714357, + "TN": 119102245, + "TP": 5217, + "n_pred": 19317, + "n_ref": 65867 + }, + "15": { + "Dice": 0.4227955475709814, + "FN": 9306, + "FP": 21859, + "IoU": 0.2680664177176542, + "TN": 119139633, + "TP": 11414, + "n_pred": 33273, + "n_ref": 20720 + }, + "2": { + "Dice": 0.8788252838766972, + "FN": 36142, + "FP": 7248, + "IoU": 0.7838432951069575, + "TN": 118981478, + "TP": 157344, + "n_pred": 164592, + "n_ref": 193486 + }, + "3": { + "Dice": 0.9028720332486769, + "FN": 12671, + "FP": 26988, + "IoU": 0.8229414075754058, + "TN": 118958224, + "TP": 184329, + "n_pred": 211317, + "n_ref": 197000 + }, + "4": { + "Dice": 0.8617314125590984, + "FN": 8433, + "FP": 2768, + "IoU": 0.757054549398113, + "TN": 119136107, + "TP": 34904, + "n_pred": 37672, + "n_ref": 43337 + }, + "5": { + "Dice": 0.862135570712863, + "FN": 3439, + "FP": 1129, + "IoU": 0.757678637738051, + "TN": 119163361, + "TP": 14283, + "n_pred": 15412, + "n_ref": 17722 + }, + "6": { + "Dice": 0.9501165266844375, + "FN": 94320, + "FP": 78370, + "IoU": 0.9049733144993146, + "TN": 117364933, + "TP": 1644589, + "n_pred": 1722959, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.909600122359499, + "FN": 30008, + "FP": 23186, + "IoU": 0.8341894941585726, + "TN": 118861400, + "TP": 267618, + "n_pred": 290804, + "n_ref": 297626 + }, + "8": { + "Dice": 0.9519002265902768, + "FN": 4656, + "FP": 3177, + "IoU": 0.908215277533659, + "TN": 119096871, + "TP": 77508, + "n_pred": 80685, + "n_ref": 82164 + }, + "9": { + "Dice": 0.9098000487533517, + "FN": 12742, + "FP": 1689, + "IoU": 0.8345258571264763, + "TN": 119095002, + "TP": 72779, + "n_pred": 74468, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 84458, + "IoU": 0.0, + "TN": 61248022, + "TP": 0, + "n_pred": 84458, + "n_ref": 0 + }, + "10": { + "Dice": 0.7558508714348868, + "FN": 6217, + "FP": 12008, + "IoU": 0.6075243345680076, + "TN": 61286044, + "TP": 28211, + "n_pred": 40219, + "n_ref": 34428 + }, + "11": { + "Dice": 0.7885110031437553, + "FN": 1105, + "FP": 375, + "IoU": 0.6508610521349375, + "TN": 61328241, + "TP": 2759, + "n_pred": 3134, + "n_ref": 3864 + }, + "12": { + "Dice": 0.5549064027661857, + "FN": 2523, + "FP": 1210, + "IoU": 0.383993399339934, + "TN": 61326420, + "TP": 2327, + "n_pred": 3537, + "n_ref": 4850 + }, + "13": { + "Dice": 0.5277081812622068, + "FN": 25947, + "FP": 21933, + "IoU": 0.3584263490064184, + "TN": 61257851, + "TP": 26749, + "n_pred": 48682, + "n_ref": 52696 + }, + "14": { + "Dice": 0.9294506698771378, + "FN": 29707, + "FP": 6859, + "IoU": 0.8681997585019915, + "TN": 61055045, + "TP": 240869, + "n_pred": 247728, + "n_ref": 270576 + }, + "15": { + "Dice": 0.6313347795405243, + "FN": 49917, + "FP": 6505, + "IoU": 0.46127772526328853, + "TN": 61227747, + "TP": 48311, + "n_pred": 54816, + "n_ref": 98228 + }, + "2": { + "Dice": 0.9239266401093086, + "FN": 16912, + "FP": 6806, + "IoU": 0.8586093425853065, + "TN": 61164732, + "TP": 144030, + "n_pred": 150836, + "n_ref": 160942 + }, + "3": { + "Dice": 0.916746552614114, + "FN": 4325, + "FP": 18255, + "IoU": 0.8462899931926481, + "TN": 61185580, + "TP": 124320, + "n_pred": 142575, + "n_ref": 128645 + }, + "4": { + "Dice": 0.9353502443565278, + "FN": 1997, + "FP": 3559, + "IoU": 0.8785520678499606, + "TN": 61286732, + "TP": 40192, + "n_pred": 43751, + "n_ref": 42189 + }, + "5": { + "Dice": 0.8103159406414553, + "FN": 1801, + "FP": 1369, + "IoU": 0.6811185997384569, + "TN": 61322539, + "TP": 6771, + "n_pred": 8140, + "n_ref": 8572 + }, + "6": { + "Dice": 0.9477422103895646, + "FN": 22813, + "FP": 107677, + "IoU": 0.9006749294205136, + "TN": 60018713, + "TP": 1183277, + "n_pred": 1290954, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.5413300067172057, + "FN": 119609, + "FP": 23785, + "IoU": 0.3711120467343824, + "TN": 61104468, + "TP": 84618, + "n_pred": 108403, + "n_ref": 204227 + }, + "8": { + "Dice": 0.9244810798022687, + "FN": 7967, + "FP": 4163, + "IoU": 0.8595674724460498, + "TN": 61246104, + "TP": 74246, + "n_pred": 78409, + "n_ref": 82213 + }, + "9": { + "Dice": 0.8449820394399238, + "FN": 5742, + "FP": 15404, + "IoU": 0.7315748051486456, + "TN": 61253702, + "TP": 57632, + "n_pred": 73036, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9756291323565455, + "FN": 3995, + "FP": 4656, + "IoU": 0.9524178822079951, + "TN": 148925688, + "TP": 173161, + "n_pred": 177817, + "n_ref": 177156 + }, + "10": { + "Dice": 0.8083526361279171, + "FN": 14348, + "FP": 13369, + "IoU": 0.6783488644671641, + "TN": 149021329, + "TP": 58454, + "n_pred": 71823, + "n_ref": 72802 + }, + "11": { + "Dice": 0.7389922832501135, + "FN": 976, + "FP": 174, + "IoU": 0.5860331173506119, + "TN": 149104722, + "TP": 1628, + "n_pred": 1802, + "n_ref": 2604 + }, + "12": { + "Dice": 0.416135881104034, + "FN": 1509, + "FP": 141, + "IoU": 0.26273458445040215, + "TN": 149105262, + "TP": 588, + "n_pred": 729, + "n_ref": 2097 + }, + "13": { + "Dice": 0.6332271643985121, + "FN": 41722, + "FP": 7679, + "IoU": 0.4633009582165439, + "TN": 149015454, + "TP": 42645, + "n_pred": 50324, + "n_ref": 84367 + }, + "14": { + "Dice": 0.8934041106845809, + "FN": 3697, + "FP": 17629, + "IoU": 0.8073445051718686, + "TN": 148996805, + "TP": 89369, + "n_pred": 106998, + "n_ref": 93066 + }, + "15": { + "Dice": 0.8026719818994774, + "FN": 8243, + "FP": 6409, + "IoU": 0.6703860343741564, + "TN": 149063048, + "TP": 29800, + "n_pred": 36209, + "n_ref": 38043 + }, + "2": { + "Dice": 0.951167531218198, + "FN": 3253, + "FP": 12534, + "IoU": 0.9068822328917411, + "TN": 148937962, + "TP": 153751, + "n_pred": 166285, + "n_ref": 157004 + }, + "3": { + "Dice": 0.7887857442739189, + "FN": 17813, + "FP": 4826, + "IoU": 0.6512355188562977, + "TN": 149042588, + "TP": 42273, + "n_pred": 47099, + "n_ref": 60086 + }, + "4": { + "Dice": 0.9203306298265358, + "FN": 2117, + "FP": 1989, + "IoU": 0.8524189490331392, + "TN": 149079678, + "TP": 23716, + "n_pred": 25705, + "n_ref": 25833 + }, + "5": { + "Dice": 0.31614135625596945, + "FN": 27096, + "FP": 1544, + "IoU": 0.18774815655133295, + "TN": 149072240, + "TP": 6620, + "n_pred": 8164, + "n_ref": 33716 + }, + "6": { + "Dice": 0.9714840249476505, + "FN": 27394, + "FP": 35930, + "IoU": 0.9445492812089805, + "TN": 147965513, + "TP": 1078663, + "n_pred": 1114593, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.9302543124728556, + "FN": 24529, + "FP": 13049, + "IoU": 0.8696032368433837, + "TN": 148819318, + "TP": 250604, + "n_pred": 263653, + "n_ref": 275133 + }, + "8": { + "Dice": 0.9489133779607273, + "FN": 16295, + "FP": 6615, + "IoU": 0.9027927461579586, + "TN": 148871818, + "TP": 212772, + "n_pred": 219387, + "n_ref": 229067 + }, + "9": { + "Dice": 0.8745086621051099, + "FN": 15403, + "FP": 5285, + "IoU": 0.7770016815418446, + "TN": 149014728, + "TP": 72084, + "n_pred": 77369, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8611562249977244, + "FN": 65729, + "FP": 79176, + "IoU": 0.7561671266069866, + "TN": 100118520, + "TP": 449375, + "n_pred": 528551, + "n_ref": 515104 + }, + "10": { + "Dice": 0.5231822365393465, + "FN": 20281, + "FP": 12875, + "IoU": 0.35426323374751684, + "TN": 100661454, + "TP": 18190, + "n_pred": 31065, + "n_ref": 38471 + }, + "11": { + "Dice": 0.37896253602305474, + "FN": 2429, + "FP": 1019, + "IoU": 0.23377777777777778, + "TN": 100708300, + "TP": 1052, + "n_pred": 2071, + "n_ref": 3481 + }, + "12": { + "Dice": 0.5526865179650587, + "FN": 3358, + "FP": 713, + "IoU": 0.38187063467962346, + "TN": 100706214, + "TP": 2515, + "n_pred": 3228, + "n_ref": 5873 + }, + "13": { + "Dice": 0.003431570448122729, + "FN": 39070, + "FP": 10300, + "IoU": 0.0017187342028106359, + "TN": 100663345, + "TP": 85, + "n_pred": 10385, + "n_ref": 39155 + }, + "14": { + "Dice": 0.5334661496953562, + "FN": 94182, + "FP": 10260, + "IoU": 0.3637598611068807, + "TN": 100548645, + "TP": 59713, + "n_pred": 69973, + "n_ref": 153895 + }, + "15": { + "Dice": 0.8692026893453774, + "FN": 6450, + "FP": 20280, + "IoU": 0.7686635625638274, + "TN": 100597254, + "TP": 88816, + "n_pred": 109096, + "n_ref": 95266 + }, + "2": { + "Dice": 0.2614612331931529, + "FN": 197842, + "FP": 1658, + "IoU": 0.15039137359782637, + "TN": 100477986, + "TP": 35314, + "n_pred": 36972, + "n_ref": 233156 + }, + "3": { + "Dice": 0.6581635586858984, + "FN": 12197, + "FP": 207758, + "IoU": 0.4904946224603489, + "TN": 100281097, + "TP": 211748, + "n_pred": 419506, + "n_ref": 223945 + }, + "4": { + "Dice": 0.6669629213833536, + "FN": 14877, + "FP": 27841, + "IoU": 0.5003333606260162, + "TN": 100627307, + "TP": 42775, + "n_pred": 70616, + "n_ref": 57652 + }, + "5": { + "Dice": 0.26232340685028965, + "FN": 13892, + "FP": 624, + "IoU": 0.15096215710358543, + "TN": 100695703, + "TP": 2581, + "n_pred": 3205, + "n_ref": 16473 + }, + "6": { + "Dice": 0.6946298912611204, + "FN": 864163, + "FP": 203155, + "IoU": 0.5321325244165453, + "TN": 98431560, + "TP": 1213922, + "n_pred": 1417077, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.6044801334121055, + "FN": 19334, + "FP": 180839, + "IoU": 0.43315766968626906, + "TN": 100359663, + "TP": 152964, + "n_pred": 333803, + "n_ref": 172298 + }, + "8": { + "Dice": 0.9214725395798903, + "FN": 9819, + "FP": 6574, + "IoU": 0.8543802298932258, + "TN": 100600226, + "TP": 96181, + "n_pred": 102755, + "n_ref": 106000 + }, + "9": { + "Dice": 0.7823298200962634, + "FN": 25624, + "FP": 16796, + "IoU": 0.6424808893308948, + "TN": 100594149, + "TP": 76231, + "n_pred": 93027, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9545718342903007, + "FN": 528, + "FP": 6830, + "IoU": 0.9130917509212889, + "TN": 78866036, + "TP": 77306, + "n_pred": 84136, + "n_ref": 77834 + }, + "10": { + "Dice": 0.5891986806045588, + "FN": 20992, + "FP": 4041, + "IoU": 0.4176340583924625, + "TN": 78907715, + "TP": 17952, + "n_pred": 21993, + "n_ref": 38944 + }, + "11": { + "Dice": 0.19506369426751594, + "FN": 1123, + "FP": 899, + "IoU": 0.10807234230260256, + "TN": 78948433, + "TP": 245, + "n_pred": 1144, + "n_ref": 1368 + }, + "12": { + "Dice": 0.0, + "FN": 2560, + "FP": 0, + "IoU": 0.0, + "TN": 78948140, + "TP": 0, + "n_pred": 0, + "n_ref": 2560 + }, + "13": { + "Dice": 0.35225356283069637, + "FN": 45724, + "FP": 4591, + "IoU": 0.21377898618663665, + "TN": 78886704, + "TP": 13681, + "n_pred": 18272, + "n_ref": 59405 + }, + "14": { + "Dice": 0.3564930048922839, + "FN": 18962, + "FP": 11028, + "IoU": 0.21690994072642766, + "TN": 78912403, + "TP": 8307, + "n_pred": 19335, + "n_ref": 27269 + }, + "15": { + "Dice": 0.9106325662912597, + "FN": 3004, + "FP": 8010, + "IoU": 0.8359278404266413, + "TN": 78883571, + "TP": 56115, + "n_pred": 64125, + "n_ref": 59119 + }, + "2": { + "Dice": 0.9017747189184291, + "FN": 15544, + "FP": 2881, + "IoU": 0.8211199782528494, + "TN": 78847698, + "TP": 84577, + "n_pred": 87458, + "n_ref": 100121 + }, + "3": { + "Dice": 0.9320781830633301, + "FN": 1654, + "FP": 10446, + "IoU": 0.8727962742974885, + "TN": 78855577, + "TP": 83023, + "n_pred": 93469, + "n_ref": 84677 + }, + "4": { + "Dice": 0.8670194560724535, + "FN": 662, + "FP": 4389, + "IoU": 0.7652553794673979, + "TN": 78929183, + "TP": 16466, + "n_pred": 20855, + "n_ref": 17128 + }, + "5": { + "Dice": 0.4303354642567103, + "FN": 24465, + "FP": 2892, + "IoU": 0.27415760148580526, + "TN": 78913010, + "TP": 10333, + "n_pred": 13225, + "n_ref": 34798 + }, + "6": { + "Dice": 0.9549291564285844, + "FN": 23480, + "FP": 41050, + "IoU": 0.9137458597210675, + "TN": 78202562, + "TP": 683608, + "n_pred": 724658, + "n_ref": 707088 + }, + "7": { + "Dice": 0.6151147522606337, + "FN": 386398, + "FP": 32473, + "IoU": 0.44416297542682587, + "TN": 78197114, + "TP": 334715, + "n_pred": 367188, + "n_ref": 721113 + }, + "8": { + "Dice": 0.8805550549041472, + "FN": 69728, + "FP": 1183, + "IoU": 0.7865996972533111, + "TN": 78618409, + "TP": 261380, + "n_pred": 262563, + "n_ref": 331108 + }, + "9": { + "Dice": 0.7043384315553107, + "FN": 23799, + "FP": 4115, + "IoU": 0.5436129686248222, + "TN": 78889537, + "TP": 33249, + "n_pred": 37364, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9790886455191401, + "FN": 3103, + "FP": 3095, + "IoU": 0.9590339467005076, + "TN": 104853144, + "TP": 145098, + "n_pred": 148193, + "n_ref": 148201 + }, + "10": { + "Dice": 0.8615924116125323, + "FN": 12297, + "FP": 11779, + "IoU": 0.7568400109076586, + "TN": 104905427, + "TP": 74937, + "n_pred": 86716, + "n_ref": 87234 + }, + "11": { + "Dice": 0.8154284235050479, + "FN": 1181, + "FP": 245, + "IoU": 0.6883741258741258, + "TN": 104999864, + "TP": 3150, + "n_pred": 3395, + "n_ref": 4331 + }, + "12": { + "Dice": 0.686046511627907, + "FN": 1883, + "FP": 817, + "IoU": 0.5221238938053098, + "TN": 104998790, + "TP": 2950, + "n_pred": 3767, + "n_ref": 4833 + }, + "13": { + "Dice": 0.8403278015058471, + "FN": 18498, + "FP": 4045, + "IoU": 0.7246252885919158, + "TN": 104922577, + "TP": 59320, + "n_pred": 63365, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9408258194764626, + "FN": 1111, + "FP": 7565, + "IoU": 0.8882635517148119, + "TN": 104926793, + "TP": 68971, + "n_pred": 76536, + "n_ref": 70082 + }, + "15": { + "Dice": 0.8928659637123587, + "FN": 862, + "FP": 4777, + "IoU": 0.8064660054226584, + "TN": 104975303, + "TP": 23498, + "n_pred": 28275, + "n_ref": 24360 + }, + "2": { + "Dice": 0.8621621978079952, + "FN": 40010, + "FP": 1794, + "IoU": 0.7577197700296736, + "TN": 104831896, + "TP": 130740, + "n_pred": 132534, + "n_ref": 170750 + }, + "3": { + "Dice": 0.8882945332837486, + "FN": 4254, + "FP": 33293, + "IoU": 0.7990376586953264, + "TN": 104817604, + "TP": 149289, + "n_pred": 182582, + "n_ref": 153543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 445, + "IoU": 0.0, + "TN": 105003995, + "TP": 0, + "n_pred": 445, + "n_ref": 0 + }, + "5": { + "Dice": 0.6132178397857638, + "FN": 11532, + "FP": 11866, + "IoU": 0.4421875745005483, + "TN": 104962494, + "TP": 18548, + "n_pred": 30414, + "n_ref": 30080 + }, + "6": { + "Dice": 0.9804239557160328, + "FN": 22540, + "FP": 25913, + "IoU": 0.9615996386072112, + "TN": 103742655, + "TP": 1213332, + "n_pred": 1239245, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.9243421467123086, + "FN": 10020, + "FP": 26006, + "IoU": 0.8593272887722668, + "TN": 104748342, + "TP": 220072, + "n_pred": 246078, + "n_ref": 230092 + }, + "8": { + "Dice": 0.9458616462719034, + "FN": 32452, + "FP": 5751, + "IoU": 0.8972841590733716, + "TN": 104632511, + "TP": 333726, + "n_pred": 339477, + "n_ref": 366178 + }, + "9": { + "Dice": 0.9248571767983844, + "FN": 7915, + "FP": 6001, + "IoU": 0.8602179699663502, + "TN": 104904885, + "TP": 85639, + "n_pred": 91640, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9768060864254902, + "FN": 16640, + "FP": 2426, + "IoU": 0.9546636990959372, + "TN": 177255742, + "TP": 401480, + "n_pred": 403906, + "n_ref": 418120 + }, + "10": { + "Dice": 0.4602675519968753, + "FN": 48393, + "FP": 6881, + "IoU": 0.2989269678597702, + "TN": 177597446, + "TP": 23568, + "n_pred": 30449, + "n_ref": 71961 + }, + "11": { + "Dice": 0.6916389670161084, + "FN": 2038, + "FP": 374, + "IoU": 0.5286300566738323, + "TN": 177671171, + "TP": 2705, + "n_pred": 3079, + "n_ref": 4743 + }, + "12": { + "Dice": 0.6930845225027442, + "FN": 2041, + "FP": 755, + "IoU": 0.5303208466319502, + "TN": 177670335, + "TP": 3157, + "n_pred": 3912, + "n_ref": 5198 + }, + "13": { + "Dice": 0.8595578148955055, + "FN": 13168, + "FP": 7718, + "IoU": 0.7537057346021863, + "TN": 177591487, + "TP": 63915, + "n_pred": 71633, + "n_ref": 77083 + }, + "14": { + "Dice": 0.9371755323151004, + "FN": 1509, + "FP": 8511, + "IoU": 0.881778281183633, + "TN": 177591532, + "TP": 74736, + "n_pred": 83247, + "n_ref": 76245 + }, + "15": { + "Dice": 0.7700825605509254, + "FN": 3488, + "FP": 8264, + "IoU": 0.6261254096013743, + "TN": 177644855, + "TP": 19681, + "n_pred": 27945, + "n_ref": 23169 + }, + "2": { + "Dice": 0.965361708430586, + "FN": 12324, + "FP": 2175, + "IoU": 0.9330427032294115, + "TN": 177459747, + "TP": 202042, + "n_pred": 204217, + "n_ref": 214366 + }, + "3": { + "Dice": 0.9684270742422131, + "FN": 8976, + "FP": 3939, + "IoU": 0.9387868274371516, + "TN": 177465304, + "TP": 198069, + "n_pred": 202008, + "n_ref": 207045 + }, + "4": { + "Dice": 0.8240042308013472, + "FN": 4829, + "FP": 7817, + "IoU": 0.7006863905325443, + "TN": 177634038, + "TP": 29604, + "n_pred": 37421, + "n_ref": 34433 + }, + "5": { + "Dice": 0.72660208900686, + "FN": 10103, + "FP": 5759, + "IoU": 0.5706009745533297, + "TN": 177639348, + "TP": 21078, + "n_pred": 26837, + "n_ref": 31181 + }, + "6": { + "Dice": 0.9558910408145777, + "FN": 121192, + "FP": 34256, + "IoU": 0.9155088962748972, + "TN": 175836473, + "TP": 1684367, + "n_pred": 1718623, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.8591851287757076, + "FN": 13356, + "FP": 102953, + "IoU": 0.7531328267606232, + "TN": 177205148, + "TP": 354831, + "n_pred": 457784, + "n_ref": 368187 + }, + "8": { + "Dice": 0.8935882367051261, + "FN": 13181, + "FP": 31181, + "IoU": 0.8076452785028574, + "TN": 177445662, + "TP": 186264, + "n_pred": 217445, + "n_ref": 199445 + }, + "9": { + "Dice": 0.9337439915077484, + "FN": 10318, + "FP": 7408, + "IoU": 0.8757221380896293, + "TN": 177533656, + "TP": 124906, + "n_pred": 132314, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9653207363251228, + "FN": 6826, + "FP": 6124, + "IoU": 0.9329661569678962, + "TN": 193812349, + "TP": 180236, + "n_pred": 186360, + "n_ref": 187062 + }, + "10": { + "Dice": 0.8808424014901187, + "FN": 10673, + "FP": 9990, + "IoU": 0.787058411311266, + "TN": 193908499, + "TP": 76373, + "n_pred": 86363, + "n_ref": 87046 + }, + "11": { + "Dice": 0.5600181529385069, + "FN": 1878, + "FP": 61, + "IoU": 0.38890639773085406, + "TN": 194002362, + "TP": 1234, + "n_pred": 1295, + "n_ref": 3112 + }, + "12": { + "Dice": 0.7432755528989838, + "FN": 1463, + "FP": 255, + "IoU": 0.5914387633769322, + "TN": 194001330, + "TP": 2487, + "n_pred": 2742, + "n_ref": 3950 + }, + "13": { + "Dice": 0.7508228686659945, + "FN": 21825, + "FP": 8078, + "IoU": 0.601053965712761, + "TN": 193930580, + "TP": 45052, + "n_pred": 53130, + "n_ref": 66877 + }, + "14": { + "Dice": 0.8562672632227726, + "FN": 881, + "FP": 24305, + "IoU": 0.7486602732344048, + "TN": 193905328, + "TP": 75021, + "n_pred": 99326, + "n_ref": 75902 + }, + "15": { + "Dice": 0.761584373304395, + "FN": 3421, + "FP": 7564, + "IoU": 0.6149667017174903, + "TN": 193977005, + "TP": 17545, + "n_pred": 25109, + "n_ref": 20966 + }, + "2": { + "Dice": 0.9576442746350365, + "FN": 4553, + "FP": 7331, + "IoU": 0.9187307666005607, + "TN": 193859305, + "TP": 134346, + "n_pred": 141677, + "n_ref": 138899 + }, + "3": { + "Dice": 0.9530673704869218, + "FN": 7808, + "FP": 4675, + "IoU": 0.9103425985778927, + "TN": 193866305, + "TP": 126747, + "n_pred": 131422, + "n_ref": 134555 + }, + "4": { + "Dice": 0.8849376569688618, + "FN": 1121, + "FP": 4056, + "IoU": 0.7936216862666933, + "TN": 193980450, + "TP": 19908, + "n_pred": 23964, + "n_ref": 21029 + }, + "5": { + "Dice": 0.5264901356479443, + "FN": 14714, + "FP": 7871, + "IoU": 0.3573034347343559, + "TN": 193970394, + "TP": 12556, + "n_pred": 20427, + "n_ref": 27270 + }, + "6": { + "Dice": 0.957848986484698, + "FN": 28183, + "FP": 91250, + "IoU": 0.919107666799418, + "TN": 192529091, + "TP": 1357011, + "n_pred": 1448261, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.9406192929589541, + "FN": 22468, + "FP": 15347, + "IoU": 0.8878954342921686, + "TN": 193668216, + "TP": 299504, + "n_pred": 314851, + "n_ref": 321972 + }, + "8": { + "Dice": 0.9424490222733451, + "FN": 16086, + "FP": 11432, + "IoU": 0.8911617899491366, + "TN": 193752701, + "TP": 225316, + "n_pred": 236748, + "n_ref": 241402 + }, + "9": { + "Dice": 0.8633807075899607, + "FN": 19899, + "FP": 4950, + "IoU": 0.7596041289773332, + "TN": 193902168, + "TP": 78518, + "n_pred": 83468, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9650689868204283, + "FN": 1980, + "FP": 6162, + "IoU": 0.9324959582141524, + "TN": 99535185, + "TP": 112473, + "n_pred": 118635, + "n_ref": 114453 + }, + "10": { + "Dice": 0.8640505442597546, + "FN": 13699, + "FP": 4548, + "IoU": 0.7606417168417877, + "TN": 99579567, + "TP": 57986, + "n_pred": 62534, + "n_ref": 71685 + }, + "11": { + "Dice": 0.5512060102807433, + "FN": 2248, + "FP": 22, + "IoU": 0.3804585152838428, + "TN": 99652136, + "TP": 1394, + "n_pred": 1416, + "n_ref": 3642 + }, + "12": { + "Dice": 0.3896279594137542, + "FN": 2704, + "FP": 3, + "IoU": 0.24194903388406608, + "TN": 99652229, + "TP": 864, + "n_pred": 867, + "n_ref": 3568 + }, + "13": { + "Dice": 0.6979515461886941, + "FN": 17083, + "FP": 7453, + "IoU": 0.5360411466606156, + "TN": 99602916, + "TP": 28348, + "n_pred": 35801, + "n_ref": 45431 + }, + "14": { + "Dice": 0.6720056245811774, + "FN": 23554, + "FP": 6303, + "IoU": 0.5060304749929686, + "TN": 99595357, + "TP": 30586, + "n_pred": 36889, + "n_ref": 54140 + }, + "15": { + "Dice": 0.7358560894579046, + "FN": 15244, + "FP": 1055, + "IoU": 0.5820983539305676, + "TN": 99616798, + "TP": 22703, + "n_pred": 23758, + "n_ref": 37947 + }, + "2": { + "Dice": 0.957852472587064, + "FN": 6564, + "FP": 2957, + "IoU": 0.9191140864334928, + "TN": 99538091, + "TP": 108188, + "n_pred": 111145, + "n_ref": 114752 + }, + "3": { + "Dice": 0.9625777275296777, + "FN": 4613, + "FP": 4655, + "IoU": 0.9278552746294682, + "TN": 99527336, + "TP": 119196, + "n_pred": 123851, + "n_ref": 123809 + }, + "4": { + "Dice": 0.8841608876560333, + "FN": 2969, + "FP": 1207, + "IoU": 0.7923730920300304, + "TN": 99635687, + "TP": 15937, + "n_pred": 17144, + "n_ref": 18906 + }, + "5": { + "Dice": 0.8204324253706969, + "FN": 686, + "FP": 2063, + "IoU": 0.6955366042751135, + "TN": 99646771, + "TP": 6280, + "n_pred": 8343, + "n_ref": 6966 + }, + "6": { + "Dice": 0.9690826714521507, + "FN": 41878, + "FP": 41852, + "IoU": 0.940019771340153, + "TN": 98259840, + "TP": 1312230, + "n_pred": 1354082, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.917724097616278, + "FN": 11550, + "FP": 16318, + "IoU": 0.8479576193048213, + "TN": 99472509, + "TP": 155423, + "n_pred": 171741, + "n_ref": 166973 + }, + "8": { + "Dice": 0.9585959683428318, + "FN": 5720, + "FP": 2504, + "IoU": 0.920484210933421, + "TN": 99552374, + "TP": 95202, + "n_pred": 97706, + "n_ref": 100922 + }, + "9": { + "Dice": 0.9218395072514416, + "FN": 11123, + "FP": 3191, + "IoU": 0.8550113952899469, + "TN": 99557075, + "TP": 84411, + "n_pred": 87602, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9547442324170731, + "FN": 38002, + "FP": 764, + "IoU": 0.9134072846350758, + "TN": 62635838, + "TP": 408916, + "n_pred": 409680, + "n_ref": 446918 + }, + "10": { + "Dice": 0.8785992331355426, + "FN": 10581, + "FP": 6073, + "IoU": 0.783483709924855, + "TN": 63006602, + "TP": 60264, + "n_pred": 66337, + "n_ref": 70845 + }, + "11": { + "Dice": 0.6753782668500687, + "FN": 1581, + "FP": 307, + "IoU": 0.509865005192108, + "TN": 63079668, + "TP": 1964, + "n_pred": 2271, + "n_ref": 3545 + }, + "12": { + "Dice": 0.6435595679509915, + "FN": 1506, + "FP": 705, + "IoU": 0.47444734965533636, + "TN": 63079313, + "TP": 1996, + "n_pred": 2701, + "n_ref": 3502 + }, + "13": { + "Dice": 0.7011277092598894, + "FN": 15781, + "FP": 9688, + "IoU": 0.5397972643333394, + "TN": 63028177, + "TP": 29874, + "n_pred": 39562, + "n_ref": 45655 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 63083520, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 63083520, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9783432463545664, + "FN": 1593, + "FP": 3825, + "IoU": 0.9576046386065401, + "TN": 62955723, + "TP": 122379, + "n_pred": 126204, + "n_ref": 123972 + }, + "3": { + "Dice": 0.9818126763898648, + "FN": 1133, + "FP": 3552, + "IoU": 0.9642750932202744, + "TN": 62952379, + "TP": 126456, + "n_pred": 130008, + "n_ref": 127589 + }, + "4": { + "Dice": 0.4844188095810302, + "FN": 11982, + "FP": 890, + "IoU": 0.3196257730324013, + "TN": 63064601, + "TP": 6047, + "n_pred": 6937, + "n_ref": 18029 + }, + "5": { + "Dice": 0.5839852398523985, + "FN": 9041, + "FP": 2233, + "IoU": 0.4124146557565018, + "TN": 63064333, + "TP": 7913, + "n_pred": 10146, + "n_ref": 16954 + }, + "6": { + "Dice": 0.9189534279778393, + "FN": 153020, + "FP": 19250, + "IoU": 0.8500590555121814, + "TN": 61934601, + "TP": 976649, + "n_pred": 995899, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.8343306998375077, + "FN": 7754, + "FP": 51380, + "IoU": 0.7157524863365652, + "TN": 62875483, + "TP": 148903, + "n_pred": 200283, + "n_ref": 156657 + }, + "8": { + "Dice": 0.9216041106037449, + "FN": 13668, + "FP": 3054, + "IoU": 0.8546064758459987, + "TN": 62968508, + "TP": 98290, + "n_pred": 101344, + "n_ref": 111958 + }, + "9": { + "Dice": 0.9072658301721622, + "FN": 4024, + "FP": 3921, + "IoU": 0.8302713095492417, + "TN": 63036710, + "TP": 38865, + "n_pred": 42786, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9747533965824681, + "FN": 12380, + "FP": 3166, + "IoU": 0.9507501837443293, + "TN": 109293162, + "TP": 300110, + "n_pred": 303276, + "n_ref": 312490 + }, + "10": { + "Dice": 0.6263636764079699, + "FN": 23939, + "FP": 52402, + "IoU": 0.4559894534311979, + "TN": 109468488, + "TP": 63989, + "n_pred": 116391, + "n_ref": 87928 + }, + "11": { + "Dice": 0.6747285969492923, + "FN": 2011, + "FP": 356, + "IoU": 0.5091248444628784, + "TN": 109603996, + "TP": 2455, + "n_pred": 2811, + "n_ref": 4466 + }, + "12": { + "Dice": 0.6305435145048349, + "FN": 2190, + "FP": 26, + "IoU": 0.4604334063793523, + "TN": 109604711, + "TP": 1891, + "n_pred": 1917, + "n_ref": 4081 + }, + "13": { + "Dice": 0.3571606047285029, + "FN": 62092, + "FP": 5176, + "IoU": 0.21740445581990575, + "TN": 109522863, + "TP": 18687, + "n_pred": 23863, + "n_ref": 80779 + }, + "14": { + "Dice": 0.5562629591522299, + "FN": 43663, + "FP": 41298, + "IoU": 0.3852938197288263, + "TN": 109470604, + "TP": 53253, + "n_pred": 94551, + "n_ref": 96916 + }, + "15": { + "Dice": 0.8456883131185207, + "FN": 19069, + "FP": 11758, + "IoU": 0.7326342813033938, + "TN": 109493519, + "TP": 84472, + "n_pred": 96230, + "n_ref": 103541 + }, + "2": { + "Dice": 0.7583653373854246, + "FN": 82055, + "FP": 2066, + "IoU": 0.6107797730038357, + "TN": 109392691, + "TP": 132006, + "n_pred": 134072, + "n_ref": 214061 + }, + "3": { + "Dice": 0.8516142865449471, + "FN": 11350, + "FP": 70312, + "IoU": 0.741575131566872, + "TN": 109292819, + "TP": 234337, + "n_pred": 304649, + "n_ref": 245687 + }, + "4": { + "Dice": 0.5140019113260549, + "FN": 32541, + "FP": 1023, + "IoU": 0.34589675131058406, + "TN": 109557505, + "TP": 17749, + "n_pred": 18772, + "n_ref": 50290 + }, + "5": { + "Dice": 0.5907649372066472, + "FN": 5895, + "FP": 557, + "IoU": 0.41920964983346837, + "TN": 109597709, + "TP": 4657, + "n_pred": 5214, + "n_ref": 10552 + }, + "6": { + "Dice": 0.9389741817262001, + "FN": 34756, + "FP": 123267, + "IoU": 0.88496826896619, + "TN": 108235084, + "TP": 1215711, + "n_pred": 1338978, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.8299236876303836, + "FN": 303253, + "FP": 63455, + "IoU": 0.7092902222331446, + "TN": 108347395, + "TP": 894715, + "n_pred": 958170, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.9517691309123589, + "FN": 3636, + "FP": 5058, + "IoU": 0.9079766289851391, + "TN": 109514342, + "TP": 85782, + "n_pred": 90840, + "n_ref": 89418 + }, + "9": { + "Dice": 0.7558381118590543, + "FN": 9726, + "FP": 19654, + "IoU": 0.6075078485071137, + "TN": 109533963, + "TP": 45475, + "n_pred": 65129, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9089981018008965, + "FN": 1790, + "FP": 9620, + "IoU": 0.8331773787940815, + "TN": 66998956, + "TP": 56986, + "n_pred": 66606, + "n_ref": 58776 + }, + "10": { + "Dice": 0.6323253607107365, + "FN": 36483, + "FP": 12724, + "IoU": 0.4623361013986014, + "TN": 66975832, + "TP": 42313, + "n_pred": 55037, + "n_ref": 78796 + }, + "11": { + "Dice": 0.1998426435877262, + "FN": 2745, + "FP": 306, + "IoU": 0.11101398601398602, + "TN": 67063920, + "TP": 381, + "n_pred": 687, + "n_ref": 3126 + }, + "12": { + "Dice": 0.20655270655270655, + "FN": 2876, + "FP": 466, + "IoU": 0.11517077045274027, + "TN": 67063575, + "TP": 435, + "n_pred": 901, + "n_ref": 3311 + }, + "13": { + "Dice": 0.503311652551833, + "FN": 21303, + "FP": 12068, + "IoU": 0.3362835378587482, + "TN": 67017073, + "TP": 16908, + "n_pred": 28976, + "n_ref": 38211 + }, + "14": { + "Dice": 0.8524372942152743, + "FN": 11787, + "FP": 10263, + "IoU": 0.7428241523694001, + "TN": 66981613, + "TP": 63689, + "n_pred": 73952, + "n_ref": 75476 + }, + "15": { + "Dice": 0.2514185117475794, + "FN": 22079, + "FP": 33200, + "IoU": 0.14378426938446764, + "TN": 67002790, + "TP": 9283, + "n_pred": 42483, + "n_ref": 31362 + }, + "2": { + "Dice": 0.9675779376498801, + "FN": 4820, + "FP": 4644, + "IoU": 0.9371922326488897, + "TN": 66916670, + "TP": 141218, + "n_pred": 145862, + "n_ref": 146038 + }, + "3": { + "Dice": 0.9676021602722192, + "FN": 5394, + "FP": 4984, + "IoU": 0.9372376839991775, + "TN": 66901998, + "TP": 154976, + "n_pred": 159960, + "n_ref": 160370 + }, + "4": { + "Dice": 0.0, + "FN": 13039, + "FP": 1415, + "IoU": 0.0, + "TN": 67052898, + "TP": 0, + "n_pred": 1415, + "n_ref": 13039 + }, + "5": { + "Dice": 0.6652405243815479, + "FN": 2857, + "FP": 3246, + "IoU": 0.498397304183447, + "TN": 67055185, + "TP": 6064, + "n_pred": 9310, + "n_ref": 8921 + }, + "6": { + "Dice": 0.9643795160357407, + "FN": 48637, + "FP": 27542, + "IoU": 0.9312093869987828, + "TN": 65959948, + "TP": 1031225, + "n_pred": 1058767, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.820151084077308, + "FN": 100816, + "FP": 9176, + "IoU": 0.6951322944903627, + "TN": 66706566, + "TP": 250794, + "n_pred": 259970, + "n_ref": 351610 + }, + "8": { + "Dice": 0.9028348793222566, + "FN": 6000, + "FP": 11158, + "IoU": 0.822879676273846, + "TN": 66970480, + "TP": 79714, + "n_pred": 90872, + "n_ref": 85714 + }, + "9": { + "Dice": 0.924788923328003, + "FN": 7079, + "FP": 4350, + "IoU": 0.8600998849364703, + "TN": 66985658, + "TP": 70265, + "n_pred": 74615, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7768328376607848, + "FN": 64895, + "FP": 1364, + "IoU": 0.6350994872811583, + "TN": 74337699, + "TP": 115322, + "n_pred": 116686, + "n_ref": 180217 + }, + "10": { + "Dice": 0.7335647909862529, + "FN": 16955, + "FP": 11516, + "IoU": 0.5792359417719648, + "TN": 74451615, + "TP": 39194, + "n_pred": 50710, + "n_ref": 56149 + }, + "11": { + "Dice": 0.4945314175423547, + "FN": 2234, + "FP": 123, + "IoU": 0.3284900284900285, + "TN": 74515770, + "TP": 1153, + "n_pred": 1276, + "n_ref": 3387 + }, + "12": { + "Dice": 0.5564935064935065, + "FN": 1344, + "FP": 22, + "IoU": 0.385515069725596, + "TN": 74517057, + "TP": 857, + "n_pred": 879, + "n_ref": 2201 + }, + "13": { + "Dice": 0.4674191706256151, + "FN": 23655, + "FP": 20178, + "IoU": 0.30498826663284073, + "TN": 74456212, + "TP": 19235, + "n_pred": 39413, + "n_ref": 42890 + }, + "14": { + "Dice": 0.6983648056049196, + "FN": 4613, + "FP": 18980, + "IoU": 0.5365288282094097, + "TN": 74468375, + "TP": 27312, + "n_pred": 46292, + "n_ref": 31925 + }, + "15": { + "Dice": 0.7971224459209671, + "FN": 6425, + "FP": 5758, + "IoU": 0.6626796245535344, + "TN": 74483163, + "TP": 23934, + "n_pred": 29692, + "n_ref": 30359 + }, + "2": { + "Dice": 0.9501953361546633, + "FN": 3610, + "FP": 10783, + "IoU": 0.9051163219966907, + "TN": 74367589, + "TP": 137298, + "n_pred": 148081, + "n_ref": 140908 + }, + "3": { + "Dice": 0.9627434459649225, + "FN": 6526, + "FP": 5015, + "IoU": 0.9281632805497461, + "TN": 74358624, + "TP": 149115, + "n_pred": 154130, + "n_ref": 155641 + }, + "4": { + "Dice": 0.5773195876288659, + "FN": 7482, + "FP": 1005, + "IoU": 0.4057971014492754, + "TN": 74504997, + "TP": 5796, + "n_pred": 6801, + "n_ref": 13278 + }, + "5": { + "Dice": 0.6365485940841984, + "FN": 4053, + "FP": 2914, + "IoU": 0.466865625956535, + "TN": 74506212, + "TP": 6101, + "n_pred": 9015, + "n_ref": 10154 + }, + "6": { + "Dice": 0.9498121596454566, + "FN": 81282, + "FP": 79843, + "IoU": 0.9044212122326611, + "TN": 72833498, + "TP": 1524657, + "n_pred": 1604500, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.6910713876300163, + "FN": 76765, + "FP": 4081, + "IoU": 0.5279672100518473, + "TN": 74348008, + "TP": 90426, + "n_pred": 94507, + "n_ref": 167191 + }, + "8": { + "Dice": 0.9595973760887517, + "FN": 2793, + "FP": 2393, + "IoU": 0.922332714311388, + "TN": 74452508, + "TP": 61586, + "n_pred": 63979, + "n_ref": 64379 + }, + "9": { + "Dice": 0.9061139988646861, + "FN": 11450, + "FP": 5420, + "IoU": 0.8283440851462178, + "TN": 74421002, + "TP": 81408, + "n_pred": 86828, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9396171292381026, + "FN": 7937, + "FP": 27406, + "IoU": 0.8861111916707752, + "TN": 65740851, + "TP": 274986, + "n_pred": 302392, + "n_ref": 282923 + }, + "10": { + "Dice": 0.6613361877188344, + "FN": 32252, + "FP": 20269, + "IoU": 0.49402709003680084, + "TN": 65947378, + "TP": 51281, + "n_pred": 71550, + "n_ref": 83533 + }, + "11": { + "Dice": 0.6136996472990532, + "FN": 1984, + "FP": 97, + "IoU": 0.44268880557043383, + "TN": 66047446, + "TP": 1653, + "n_pred": 1750, + "n_ref": 3637 + }, + "12": { + "Dice": 0.43100905835264375, + "FN": 2003, + "FP": 698, + "IoU": 0.27470461868958107, + "TN": 66047456, + "TP": 1023, + "n_pred": 1721, + "n_ref": 3026 + }, + "13": { + "Dice": 0.7694478121900143, + "FN": 12720, + "FP": 8198, + "IoU": 0.625286615075953, + "TN": 65995356, + "TP": 34906, + "n_pred": 43104, + "n_ref": 47626 + }, + "14": { + "Dice": 0.8853142913694532, + "FN": 522, + "FP": 14543, + "IoU": 0.7942277222313282, + "TN": 65977968, + "TP": 58147, + "n_pred": 72690, + "n_ref": 58669 + }, + "15": { + "Dice": 0.7811296007869497, + "FN": 5538, + "FP": 5142, + "IoU": 0.6408635415966104, + "TN": 66021442, + "TP": 19058, + "n_pred": 24200, + "n_ref": 24596 + }, + "2": { + "Dice": 0.9136334728528538, + "FN": 20402, + "FP": 2956, + "IoU": 0.840999285252374, + "TN": 65904275, + "TP": 123547, + "n_pred": 126503, + "n_ref": 143949 + }, + "3": { + "Dice": 0.9184274987936699, + "FN": 7414, + "FP": 19127, + "IoU": 0.8491594393989338, + "TN": 65875226, + "TP": 149413, + "n_pred": 168540, + "n_ref": 156827 + }, + "4": { + "Dice": 0.8972740416828296, + "FN": 4084, + "FP": 1742, + "IoU": 0.8136872401662936, + "TN": 66019910, + "TP": 25444, + "n_pred": 27186, + "n_ref": 29528 + }, + "5": { + "Dice": 0.8235897435897436, + "FN": 2752, + "FP": 344, + "IoU": 0.7000871839581517, + "TN": 66040857, + "TP": 7227, + "n_pred": 7571, + "n_ref": 9979 + }, + "6": { + "Dice": 0.9584977664301939, + "FN": 36899, + "FP": 48537, + "IoU": 0.9203031309351015, + "TN": 64979168, + "TP": 986576, + "n_pred": 1035113, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.8964754086937131, + "FN": 172472, + "FP": 13233, + "IoU": 0.8123746545897258, + "TN": 65061415, + "TP": 804060, + "n_pred": 817293, + "n_ref": 976532 + }, + "8": { + "Dice": 0.962045357560315, + "FN": 3520, + "FP": 2617, + "IoU": 0.9268664720252636, + "TN": 65967265, + "TP": 77778, + "n_pred": 80395, + "n_ref": 81298 + }, + "9": { + "Dice": 0.8965527504334174, + "FN": 9838, + "FP": 4065, + "IoU": 0.8125016857720836, + "TN": 65977030, + "TP": 60247, + "n_pred": 64312, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9811211568533744, + "FN": 2753, + "FP": 3054, + "IoU": 0.9629419272495213, + "TN": 113315840, + "TP": 150893, + "n_pred": 153947, + "n_ref": 153646 + }, + "10": { + "Dice": 0.8828801876406108, + "FN": 6789, + "FP": 12785, + "IoU": 0.7903182611862755, + "TN": 113379189, + "TP": 73777, + "n_pred": 86562, + "n_ref": 80566 + }, + "11": { + "Dice": 0.5852721451440769, + "FN": 1859, + "FP": 84, + "IoU": 0.4136994568497284, + "TN": 113469226, + "TP": 1371, + "n_pred": 1455, + "n_ref": 3230 + }, + "12": { + "Dice": 0.791289592760181, + "FN": 1285, + "FP": 191, + "IoU": 0.6546560598970519, + "TN": 113468266, + "TP": 2798, + "n_pred": 2989, + "n_ref": 4083 + }, + "13": { + "Dice": 0.6591513037701379, + "FN": 29251, + "FP": 20003, + "IoU": 0.49159260520855913, + "TN": 113375661, + "TP": 47625, + "n_pred": 67628, + "n_ref": 76876 + }, + "14": { + "Dice": 0.9680434284084537, + "FN": 12425, + "FP": 4158, + "IoU": 0.938066053414901, + "TN": 113204787, + "TP": 251170, + "n_pred": 255328, + "n_ref": 263595 + }, + "15": { + "Dice": 0.7555917889543877, + "FN": 3810, + "FP": 7882, + "IoU": 0.6071896522761633, + "TN": 113442775, + "TP": 18073, + "n_pred": 25955, + "n_ref": 21883 + }, + "2": { + "Dice": 0.9666512145740968, + "FN": 5100, + "FP": 3317, + "IoU": 0.9354549288754266, + "TN": 113342135, + "TP": 121988, + "n_pred": 125305, + "n_ref": 127088 + }, + "3": { + "Dice": 0.9691543027931209, + "FN": 2917, + "FP": 4555, + "IoU": 0.940154579312002, + "TN": 113347685, + "TP": 117383, + "n_pred": 121938, + "n_ref": 120300 + }, + "4": { + "Dice": 0.8312559646027936, + "FN": 2348, + "FP": 9322, + "IoU": 0.7112386796654625, + "TN": 113432126, + "TP": 28744, + "n_pred": 38066, + "n_ref": 31092 + }, + "5": { + "Dice": 0.6084477936329789, + "FN": 15749, + "FP": 6230, + "IoU": 0.43724395739451044, + "TN": 113433484, + "TP": 17077, + "n_pred": 23307, + "n_ref": 32826 + }, + "6": { + "Dice": 0.9616244683852496, + "FN": 39308, + "FP": 48832, + "IoU": 0.9260854470346125, + "TN": 112280082, + "TP": 1104318, + "n_pred": 1153150, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.8993980066067828, + "FN": 27983, + "FP": 14531, + "IoU": 0.8171873320289824, + "TN": 113239985, + "TP": 190041, + "n_pred": 204572, + "n_ref": 218024 + }, + "8": { + "Dice": 0.9456910368635186, + "FN": 15141, + "FP": 7765, + "IoU": 0.8969771385137111, + "TN": 113250201, + "TP": 199433, + "n_pred": 207198, + "n_ref": 214574 + }, + "9": { + "Dice": 0.9003286299900578, + "FN": 14324, + "FP": 6027, + "IoU": 0.8187251705770224, + "TN": 113360274, + "TP": 91915, + "n_pred": 97942, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8611374571636263, + "FN": 2801, + "FP": 37315, + "IoU": 0.7561381859297399, + "TN": 75032225, + "TP": 124387, + "n_pred": 161702, + "n_ref": 127188 + }, + "10": { + "Dice": 0.8641057636453605, + "FN": 19726, + "FP": 5540, + "IoU": 0.7607273071641649, + "TN": 75091133, + "TP": 80329, + "n_pred": 85869, + "n_ref": 100055 + }, + "11": { + "Dice": 0.5844155844155844, + "FN": 2014, + "FP": 162, + "IoU": 0.41284403669724773, + "TN": 75193022, + "TP": 1530, + "n_pred": 1692, + "n_ref": 3544 + }, + "12": { + "Dice": 0.47342770944534696, + "FN": 2086, + "FP": 183, + "IoU": 0.3101246579507449, + "TN": 75193439, + "TP": 1020, + "n_pred": 1203, + "n_ref": 3106 + }, + "13": { + "Dice": 0.6500576091267968, + "FN": 20844, + "FP": 16210, + "IoU": 0.48154470407163846, + "TN": 75125258, + "TP": 34416, + "n_pred": 50626, + "n_ref": 55260 + }, + "14": { + "Dice": 0.9448122636111669, + "FN": 5906, + "FP": 8948, + "IoU": 0.8953973127517535, + "TN": 75054724, + "TP": 127150, + "n_pred": 136098, + "n_ref": 133056 + }, + "15": { + "Dice": 0.6579542559843146, + "FN": 31194, + "FP": 13117, + "IoU": 0.49026216797616445, + "TN": 75109799, + "TP": 42618, + "n_pred": 55735, + "n_ref": 73812 + }, + "2": { + "Dice": 0.9495731029519584, + "FN": 5788, + "FP": 9137, + "IoU": 0.9039878030736769, + "TN": 75041279, + "TP": 140524, + "n_pred": 149661, + "n_ref": 146312 + }, + "3": { + "Dice": 0.9531378532572642, + "FN": 3839, + "FP": 10289, + "IoU": 0.9104712174596334, + "TN": 75038924, + "TP": 143676, + "n_pred": 153965, + "n_ref": 147515 + }, + "4": { + "Dice": 0.9108464883074151, + "FN": 1710, + "FP": 2842, + "IoU": 0.8362884373314152, + "TN": 75168923, + "TP": 23253, + "n_pred": 26095, + "n_ref": 24963 + }, + "5": { + "Dice": 0.8328611898016998, + "FN": 1527, + "FP": 951, + "IoU": 0.7135922330097088, + "TN": 75188076, + "TP": 6174, + "n_pred": 7125, + "n_ref": 7701 + }, + "6": { + "Dice": 0.9690010063842501, + "FN": 24081, + "FP": 54773, + "IoU": 0.9398661030559586, + "TN": 73885421, + "TP": 1232453, + "n_pred": 1287226, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.9176883321461408, + "FN": 5590, + "FP": 20641, + "IoU": 0.847896552723899, + "TN": 75024273, + "TP": 146224, + "n_pred": 166865, + "n_ref": 151814 + }, + "8": { + "Dice": 0.9400656010574499, + "FN": 7930, + "FP": 1864, + "IoU": 0.8869092294724201, + "TN": 75110125, + "TP": 76809, + "n_pred": 78673, + "n_ref": 84739 + }, + "9": { + "Dice": 0.8292210677081606, + "FN": 14706, + "FP": 11049, + "IoU": 0.7082644253641739, + "TN": 75108446, + "TP": 62527, + "n_pred": 73576, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9771789156262071, + "FN": 5864, + "FP": 3944, + "IoU": 0.9553761948742681, + "TN": 86708079, + "TP": 209985, + "n_pred": 213929, + "n_ref": 215849 + }, + "10": { + "Dice": 0.7079076151443433, + "FN": 13642, + "FP": 31899, + "IoU": 0.5478769346848412, + "TN": 86827145, + "TP": 55186, + "n_pred": 87085, + "n_ref": 68828 + }, + "11": { + "Dice": 0.4918197835388875, + "FN": 1613, + "FP": 406, + "IoU": 0.32610146862483314, + "TN": 86924876, + "TP": 977, + "n_pred": 1383, + "n_ref": 2590 + }, + "12": { + "Dice": 0.6320712694877506, + "FN": 2077, + "FP": 1227, + "IoU": 0.4620644741126669, + "TN": 86921730, + "TP": 2838, + "n_pred": 4065, + "n_ref": 4915 + }, + "13": { + "Dice": 0.5293837490544717, + "FN": 27017, + "FP": 23378, + "IoU": 0.3599740916191468, + "TN": 86849133, + "TP": 28344, + "n_pred": 51722, + "n_ref": 55361 + }, + "14": { + "Dice": 0.8699712152391373, + "FN": 13311, + "FP": 7604, + "IoU": 0.7698664201932176, + "TN": 86836990, + "TP": 69967, + "n_pred": 77571, + "n_ref": 83278 + }, + "15": { + "Dice": 0.7923424926363222, + "FN": 52227, + "FP": 5654, + "IoU": 0.6560986768227108, + "TN": 86759565, + "TP": 110426, + "n_pred": 116080, + "n_ref": 162653 + }, + "2": { + "Dice": 0.9387268244260143, + "FN": 6957, + "FP": 8351, + "IoU": 0.8845289281134495, + "TN": 86795302, + "TP": 117262, + "n_pred": 125613, + "n_ref": 124219 + }, + "3": { + "Dice": 0.943380182605105, + "FN": 16139, + "FP": 2372, + "IoU": 0.8928284015446698, + "TN": 86755149, + "TP": 154212, + "n_pred": 156584, + "n_ref": 170351 + }, + "4": { + "Dice": 0.7575153583617747, + "FN": 2650, + "FP": 6231, + "IoU": 0.6096778446798224, + "TN": 86905119, + "TP": 13872, + "n_pred": 20103, + "n_ref": 16522 + }, + "5": { + "Dice": 0.8722188022161639, + "FN": 514, + "FP": 939, + "IoU": 0.7733936369307548, + "TN": 86921460, + "TP": 4959, + "n_pred": 5898, + "n_ref": 5473 + }, + "6": { + "Dice": 0.9493318097689445, + "FN": 29478, + "FP": 92728, + "IoU": 0.9035505391670554, + "TN": 85660825, + "TP": 1144841, + "n_pred": 1237569, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.9054656593449756, + "FN": 158720, + "FP": 21792, + "IoU": 0.8272610787187357, + "TN": 85882873, + "TP": 864487, + "n_pred": 886279, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.9322120751816402, + "FN": 3451, + "FP": 3957, + "IoU": 0.8730311080641014, + "TN": 86869527, + "TP": 50937, + "n_pred": 54894, + "n_ref": 54388 + }, + "9": { + "Dice": 0.8189082625076667, + "FN": 4029, + "FP": 16639, + "IoU": 0.693348566002463, + "TN": 86860473, + "TP": 46731, + "n_pred": 63370, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8045848422453575, + "FN": 5036, + "FP": 35489, + "IoU": 0.6730589260358849, + "TN": 37625648, + "TP": 83427, + "n_pred": 118916, + "n_ref": 88463 + }, + "10": { + "Dice": 0.7701240852688515, + "FN": 20516, + "FP": 2604, + "IoU": 0.6261803130254818, + "TN": 37687752, + "TP": 38728, + "n_pred": 41332, + "n_ref": 59244 + }, + "11": { + "Dice": 0.8267879288962381, + "FN": 588, + "FP": 250, + "IoU": 0.704721634954193, + "TN": 37746762, + "TP": 2000, + "n_pred": 2250, + "n_ref": 2588 + }, + "12": { + "Dice": 0.6411791801013358, + "FN": 1525, + "FP": 33, + "IoU": 0.471864406779661, + "TN": 37746650, + "TP": 1392, + "n_pred": 1425, + "n_ref": 2917 + }, + "13": { + "Dice": 0.7324249251934242, + "FN": 14166, + "FP": 8279, + "IoU": 0.5778158152133023, + "TN": 37696436, + "TP": 30719, + "n_pred": 38998, + "n_ref": 44885 + }, + "14": { + "Dice": 0.35556257376040956, + "FN": 14710, + "FP": 295450, + "IoU": 0.2162214068391101, + "TN": 37353876, + "TP": 85564, + "n_pred": 381014, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 12310, + "IoU": 0.0, + "TN": 37737290, + "TP": 0, + "n_pred": 12310, + "n_ref": 0 + }, + "2": { + "Dice": 0.6443288324595821, + "FN": 51869, + "FP": 1524, + "IoU": 0.4752840127363497, + "TN": 37647844, + "TP": 48363, + "n_pred": 49887, + "n_ref": 100232 + }, + "3": { + "Dice": 0.8718282299988984, + "FN": 5602, + "FP": 18831, + "IoU": 0.7727796893890078, + "TN": 37642070, + "TP": 83097, + "n_pred": 101928, + "n_ref": 88699 + }, + "4": { + "Dice": 0.0, + "FN": 11694, + "FP": 0, + "IoU": 0.0, + "TN": 37737906, + "TP": 0, + "n_pred": 0, + "n_ref": 11694 + }, + "5": { + "Dice": 0.7900892155503166, + "FN": 1503, + "FP": 3038, + "IoU": 0.6530144418124857, + "TN": 37736513, + "TP": 8546, + "n_pred": 11584, + "n_ref": 10049 + }, + "6": { + "Dice": 0.9305898510606503, + "FN": 88656, + "FP": 8884, + "IoU": 0.8701898443582355, + "TN": 36998195, + "TP": 653865, + "n_pred": 662749, + "n_ref": 742521 + }, + "7": { + "Dice": 0.9198245359139292, + "FN": 31908, + "FP": 22723, + "IoU": 0.8515510363792484, + "TN": 37381588, + "TP": 313381, + "n_pred": 336104, + "n_ref": 345289 + }, + "8": { + "Dice": 0.9370761527039448, + "FN": 5196, + "FP": 4593, + "IoU": 0.8816023415861344, + "TN": 37666921, + "TP": 72890, + "n_pred": 77483, + "n_ref": 78086 + }, + "9": { + "Dice": 0.8568156399588422, + "FN": 6890, + "FP": 9113, + "IoU": 0.7494990921044393, + "TN": 37685716, + "TP": 47881, + "n_pred": 56994, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.970430073320388, + "FN": 7368, + "FP": 4251, + "IoU": 0.9425586821966027, + "TN": 75704412, + "TP": 190657, + "n_pred": 194908, + "n_ref": 198025 + }, + "10": { + "Dice": 0.9189494870333428, + "FN": 10924, + "FP": 7278, + "IoU": 0.8500523111649325, + "TN": 75785299, + "TP": 103187, + "n_pred": 110465, + "n_ref": 114111 + }, + "11": { + "Dice": 0.645267040021855, + "FN": 1980, + "FP": 617, + "IoU": 0.4763057067957249, + "TN": 75901729, + "TP": 2362, + "n_pred": 2979, + "n_ref": 4342 + }, + "12": { + "Dice": 0.7441417866063994, + "FN": 1456, + "FP": 695, + "IoU": 0.5925364652396287, + "TN": 75901409, + "TP": 3128, + "n_pred": 3823, + "n_ref": 4584 + }, + "13": { + "Dice": 0.7651084438829228, + "FN": 12433, + "FP": 5415, + "IoU": 0.6195754113735187, + "TN": 75859772, + "TP": 29068, + "n_pred": 34483, + "n_ref": 41501 + }, + "14": { + "Dice": 0.9206361348459002, + "FN": 3328, + "FP": 17422, + "IoU": 0.85294326090346, + "TN": 75765586, + "TP": 120352, + "n_pred": 137774, + "n_ref": 123680 + }, + "15": { + "Dice": 0.7266951700180373, + "FN": 78490, + "FP": 3332, + "IoU": 0.5707157884795987, + "TN": 75716087, + "TP": 108779, + "n_pred": 112111, + "n_ref": 187269 + }, + "2": { + "Dice": 0.9524813742996121, + "FN": 7082, + "FP": 11440, + "IoU": 0.9092739269077603, + "TN": 75702535, + "TP": 185631, + "n_pred": 197071, + "n_ref": 192713 + }, + "3": { + "Dice": 0.954886665305289, + "FN": 17432, + "FP": 4660, + "IoU": 0.9136680526463876, + "TN": 75650792, + "TP": 233804, + "n_pred": 238464, + "n_ref": 251236 + }, + "4": { + "Dice": 0.9218598378316146, + "FN": 2152, + "FP": 2599, + "IoU": 0.8550463753966316, + "TN": 75873912, + "TP": 28025, + "n_pred": 30624, + "n_ref": 30177 + }, + "5": { + "Dice": 0.8764351828435587, + "FN": 965, + "FP": 1478, + "IoU": 0.7800486179886558, + "TN": 75895581, + "TP": 8664, + "n_pred": 10142, + "n_ref": 9629 + }, + "6": { + "Dice": 0.9764131215608204, + "FN": 57527, + "FP": 22162, + "IoU": 0.9539132848690945, + "TN": 74177578, + "TP": 1649421, + "n_pred": 1671583, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.9234160959694528, + "FN": 23678, + "FP": 17799, + "IoU": 0.8577279416052385, + "TN": 75615155, + "TP": 250056, + "n_pred": 267855, + "n_ref": 273734 + }, + "8": { + "Dice": 0.936555721869972, + "FN": 8217, + "FP": 3100, + "IoU": 0.8806815186563623, + "TN": 75811841, + "TP": 83530, + "n_pred": 86630, + "n_ref": 91747 + }, + "9": { + "Dice": 0.8775353120695708, + "FN": 12761, + "FP": 5377, + "IoU": 0.7817932461532909, + "TN": 75823565, + "TP": 64985, + "n_pred": 70362, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9746417103923565, + "FN": 1709, + "FP": 3148, + "IoU": 0.9505377001099841, + "TN": 61289554, + "TP": 93339, + "n_pred": 96487, + "n_ref": 95048 + }, + "10": { + "Dice": 0.8951144125465854, + "FN": 7680, + "FP": 8812, + "IoU": 0.8101421746388073, + "TN": 61300885, + "TP": 70373, + "n_pred": 79185, + "n_ref": 78053 + }, + "11": { + "Dice": 0.7174381947901112, + "FN": 1180, + "FP": 523, + "IoU": 0.559379042690815, + "TN": 61383885, + "TP": 2162, + "n_pred": 2685, + "n_ref": 3342 + }, + "12": { + "Dice": 0.8018246325392803, + "FN": 996, + "FP": 177, + "IoU": 0.6692047377326565, + "TN": 61384204, + "TP": 2373, + "n_pred": 2550, + "n_ref": 3369 + }, + "13": { + "Dice": 0.6946315699387479, + "FN": 11047, + "FP": 13930, + "IoU": 0.5321344947082514, + "TN": 61334365, + "TP": 28408, + "n_pred": 42338, + "n_ref": 39455 + }, + "14": { + "Dice": 0.8803391380922799, + "FN": 1980, + "FP": 15549, + "IoU": 0.7862551671158043, + "TN": 61305741, + "TP": 64480, + "n_pred": 80029, + "n_ref": 66460 + }, + "15": { + "Dice": 0.9058317345351754, + "FN": 2835, + "FP": 5460, + "IoU": 0.8278724243115935, + "TN": 61339559, + "TP": 39896, + "n_pred": 45356, + "n_ref": 42731 + }, + "2": { + "Dice": 0.966573900189304, + "FN": 5005, + "FP": 3859, + "IoU": 0.9353101304160616, + "TN": 61250727, + "TP": 128159, + "n_pred": 132018, + "n_ref": 133164 + }, + "3": { + "Dice": 0.9729437025950731, + "FN": 4254, + "FP": 2941, + "IoU": 0.9473129224302692, + "TN": 61251189, + "TP": 129366, + "n_pred": 132307, + "n_ref": 133620 + }, + "4": { + "Dice": 0.747284162378502, + "FN": 5906, + "FP": 2934, + "IoU": 0.5965312642628936, + "TN": 61365840, + "TP": 13070, + "n_pred": 16004, + "n_ref": 18976 + }, + "5": { + "Dice": 0.5579495845655541, + "FN": 15809, + "FP": 3025, + "IoU": 0.3869140625, + "TN": 61357030, + "TP": 11886, + "n_pred": 14911, + "n_ref": 27695 + }, + "6": { + "Dice": 0.9709048263711011, + "FN": 34751, + "FP": 22782, + "IoU": 0.9434548438774608, + "TN": 60370280, + "TP": 959937, + "n_pred": 982719, + "n_ref": 994688 + }, + "7": { + "Dice": 0.8969934136192025, + "FN": 17389, + "FP": 19989, + "IoU": 0.8132258000039975, + "TN": 61187626, + "TP": 162746, + "n_pred": 182735, + "n_ref": 180135 + }, + "8": { + "Dice": 0.9442453527442566, + "FN": 18265, + "FP": 8666, + "IoU": 0.8943795371383526, + "TN": 61132771, + "TP": 228048, + "n_pred": 236714, + "n_ref": 246313 + }, + "9": { + "Dice": 0.9033375559060004, + "FN": 9833, + "FP": 5123, + "IoU": 0.8237152286657237, + "TN": 61302910, + "TP": 69884, + "n_pred": 75007, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9789835197979587, + "FN": 2937, + "FP": 4902, + "IoU": 0.9588322409881522, + "TN": 39558384, + "TP": 182577, + "n_pred": 187479, + "n_ref": 185514 + }, + "10": { + "Dice": 0.7580537849033117, + "FN": 16512, + "FP": 6034, + "IoU": 0.6103756955725297, + "TN": 39690934, + "TP": 35320, + "n_pred": 41354, + "n_ref": 51832 + }, + "11": { + "Dice": 0.7440664556962026, + "FN": 1150, + "FP": 144, + "IoU": 0.5924409448818898, + "TN": 39745625, + "TP": 1881, + "n_pred": 2025, + "n_ref": 3031 + }, + "12": { + "Dice": 0.8023569023569024, + "FN": 1077, + "FP": 97, + "IoU": 0.6699465842001687, + "TN": 39745243, + "TP": 2383, + "n_pred": 2480, + "n_ref": 3460 + }, + "13": { + "Dice": 0.8141244573082489, + "FN": 8651, + "FP": 7404, + "IoU": 0.686517621790491, + "TN": 39697585, + "TP": 35160, + "n_pred": 42564, + "n_ref": 43811 + }, + "14": { + "Dice": 0.4083892901876948, + "FN": 11651, + "FP": 51168, + "IoU": 0.25658867942391217, + "TN": 39664299, + "TP": 21682, + "n_pred": 72850, + "n_ref": 33333 + }, + "15": { + "Dice": 0.7854032724427663, + "FN": 5539, + "FP": 19695, + "IoU": 0.6466370727198891, + "TN": 39677389, + "TP": 46177, + "n_pred": 65872, + "n_ref": 51716 + }, + "2": { + "Dice": 0.92255070926687, + "FN": 13465, + "FP": 4061, + "IoU": 0.8562358499852347, + "TN": 39626892, + "TP": 104382, + "n_pred": 108443, + "n_ref": 117847 + }, + "3": { + "Dice": 0.9330800773969077, + "FN": 2867, + "FP": 15982, + "IoU": 0.8745549292212675, + "TN": 39598543, + "TP": 131408, + "n_pred": 147390, + "n_ref": 134275 + }, + "4": { + "Dice": 0.8833981841763943, + "FN": 3340, + "FP": 2054, + "IoU": 0.7911487977697759, + "TN": 39722973, + "TP": 20433, + "n_pred": 22487, + "n_ref": 23773 + }, + "5": { + "Dice": 0.784410594208865, + "FN": 808, + "FP": 2334, + "IoU": 0.6452923910589298, + "TN": 39739942, + "TP": 5716, + "n_pred": 8050, + "n_ref": 6524 + }, + "6": { + "Dice": 0.9756835528049944, + "FN": 19251, + "FP": 26044, + "IoU": 0.952521611340726, + "TN": 38794787, + "TP": 908718, + "n_pred": 934762, + "n_ref": 927969 + }, + "7": { + "Dice": 0.9239312736352248, + "FN": 96358, + "FP": 8322, + "IoU": 0.8586173457121942, + "TN": 39008398, + "TP": 635722, + "n_pred": 644044, + "n_ref": 732080 + }, + "8": { + "Dice": 0.9607888375078995, + "FN": 1643, + "FP": 2266, + "IoU": 0.9245366795366795, + "TN": 39697000, + "TP": 47891, + "n_pred": 50157, + "n_ref": 49534 + }, + "9": { + "Dice": 0.9020039589866773, + "FN": 1074, + "FP": 7738, + "IoU": 0.8215001924362428, + "TN": 39699433, + "TP": 40555, + "n_pred": 48293, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8824338112368808, + "FN": 4848, + "FP": 19695, + "IoU": 0.7896031752835381, + "TN": 101279957, + "TP": 92108, + "n_pred": 111803, + "n_ref": 96956 + }, + "10": { + "Dice": 0.8411656196385495, + "FN": 17183, + "FP": 7443, + "IoU": 0.7258721642139947, + "TN": 101306774, + "TP": 65208, + "n_pred": 72651, + "n_ref": 82391 + }, + "11": { + "Dice": 0.6309733474228014, + "FN": 2842, + "FP": 301, + "IoU": 0.4608919382504288, + "TN": 101390778, + "TP": 2687, + "n_pred": 2988, + "n_ref": 5529 + }, + "12": { + "Dice": 0.6335703096758646, + "FN": 2596, + "FP": 445, + "IoU": 0.463668430335097, + "TN": 101390938, + "TP": 2629, + "n_pred": 3074, + "n_ref": 5225 + }, + "13": { + "Dice": 0.9030107949782133, + "FN": 6321, + "FP": 3050, + "IoU": 0.8231719973582413, + "TN": 101343613, + "TP": 43624, + "n_pred": 46674, + "n_ref": 49945 + }, + "14": { + "Dice": 0.9775741046313792, + "FN": 4051, + "FP": 3818, + "IoU": 0.9561319886943288, + "TN": 101217229, + "TP": 171510, + "n_pred": 175328, + "n_ref": 175561 + }, + "15": { + "Dice": 0.9077108246622146, + "FN": 3495, + "FP": 1259, + "IoU": 0.8310169551771941, + "TN": 101368475, + "TP": 23379, + "n_pred": 24638, + "n_ref": 26874 + }, + "2": { + "Dice": 0.9753035374050835, + "FN": 7186, + "FP": 1654, + "IoU": 0.9517975059026245, + "TN": 101213215, + "TP": 174553, + "n_pred": 176207, + "n_ref": 181739 + }, + "3": { + "Dice": 0.9815039226358189, + "FN": 3973, + "FP": 2178, + "IoU": 0.9636796296514992, + "TN": 101227254, + "TP": 163203, + "n_pred": 165381, + "n_ref": 167176 + }, + "4": { + "Dice": 0.8981624758220503, + "FN": 859, + "FP": 1247, + "IoU": 0.8151496532958834, + "TN": 101385215, + "TP": 9287, + "n_pred": 10534, + "n_ref": 10146 + }, + "5": { + "Dice": 0.7594787863871911, + "FN": 10743, + "FP": 6848, + "IoU": 0.612225553302178, + "TN": 101351244, + "TP": 27773, + "n_pred": 34621, + "n_ref": 38516 + }, + "6": { + "Dice": 0.9752834027392038, + "FN": 50154, + "FP": 40086, + "IoU": 0.9517591550154121, + "TN": 99525994, + "TP": 1780374, + "n_pred": 1820460, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.914416027484002, + "FN": 58841, + "FP": 16442, + "IoU": 0.8423263889616115, + "TN": 100919147, + "TP": 402178, + "n_pred": 418620, + "n_ref": 461019 + }, + "8": { + "Dice": 0.9530621243599471, + "FN": 15798, + "FP": 7834, + "IoU": 0.9103330259947715, + "TN": 101133055, + "TP": 239921, + "n_pred": 247755, + "n_ref": 255719 + }, + "9": { + "Dice": 0.9312854231948083, + "FN": 5037, + "FP": 7002, + "IoU": 0.8714070561092062, + "TN": 101302987, + "TP": 81582, + "n_pred": 88584, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8363431175365438, + "FN": 21348, + "FP": 55221, + "IoU": 0.7187196931848239, + "TN": 73611288, + "TP": 195647, + "n_pred": 250868, + "n_ref": 216995 + }, + "10": { + "Dice": 0.23875285171102661, + "FN": 60143, + "FP": 39961, + "IoU": 0.1355589713476451, + "TN": 73767702, + "TP": 15698, + "n_pred": 55659, + "n_ref": 75841 + }, + "11": { + "Dice": 0.49455187984686366, + "FN": 3740, + "FP": 1409, + "IoU": 0.32850808555033906, + "TN": 73875836, + "TP": 2519, + "n_pred": 3928, + "n_ref": 6259 + }, + "12": { + "Dice": 0.13499170812603647, + "FN": 5134, + "FP": 82, + "IoU": 0.07238129112573359, + "TN": 73877881, + "TP": 407, + "n_pred": 489, + "n_ref": 5541 + }, + "13": { + "Dice": 0.013647127755670027, + "FN": 60680, + "FP": 20124, + "IoU": 0.006870444796774947, + "TN": 73802141, + "TP": 559, + "n_pred": 20683, + "n_ref": 61239 + }, + "14": { + "Dice": 0.738823675355487, + "FN": 29673, + "FP": 20856, + "IoU": 0.5858210790340825, + "TN": 73761506, + "TP": 71469, + "n_pred": 92325, + "n_ref": 101142 + }, + "15": { + "Dice": 0.7281497149665775, + "FN": 88952, + "FP": 10524, + "IoU": 0.5725121294032205, + "TN": 73650805, + "TP": 133223, + "n_pred": 143747, + "n_ref": 222175 + }, + "2": { + "Dice": 0.5342462632154575, + "FN": 120709, + "FP": 1937, + "IoU": 0.3644856907460088, + "TN": 73690517, + "TP": 70341, + "n_pred": 72278, + "n_ref": 191050 + }, + "3": { + "Dice": 0.6813813317561926, + "FN": 30846, + "FP": 115688, + "IoU": 0.5167387267948249, + "TN": 73580285, + "TP": 156685, + "n_pred": 272373, + "n_ref": 187531 + }, + "4": { + "Dice": 0.0, + "FN": 47888, + "FP": 6370, + "IoU": 0.0, + "TN": 73829246, + "TP": 0, + "n_pred": 6370, + "n_ref": 47888 + }, + "5": { + "Dice": 0.4122089692171467, + "FN": 11171, + "FP": 114, + "IoU": 0.25961159952762103, + "TN": 73868262, + "TP": 3957, + "n_pred": 4071, + "n_ref": 15128 + }, + "6": { + "Dice": 0.8199295690632096, + "FN": 254626, + "FP": 380815, + "IoU": 0.6948140954708224, + "TN": 71801360, + "TP": 1446703, + "n_pred": 1827518, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.4277263820740422, + "FN": 80153, + "FP": 167222, + "IoU": 0.2720432227555095, + "TN": 73543683, + "TP": 92446, + "n_pred": 259668, + "n_ref": 172599 + }, + "8": { + "Dice": 0.8051096432929116, + "FN": 20391, + "FP": 8200, + "IoU": 0.6737937408011683, + "TN": 73795857, + "TP": 59056, + "n_pred": 67256, + "n_ref": 79447 + }, + "9": { + "Dice": 0.791261586576546, + "FN": 13268, + "FP": 27312, + "IoU": 0.654617721906837, + "TN": 73766011, + "TP": 76913, + "n_pred": 104225, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9694420947912178, + "FN": 5115, + "FP": 6373, + "IoU": 0.9406963838628913, + "TN": 69302061, + "TP": 182227, + "n_pred": 188600, + "n_ref": 187342 + }, + "10": { + "Dice": 0.7801603979928807, + "FN": 12900, + "FP": 17856, + "IoU": 0.6395598213971804, + "TN": 69410447, + "TP": 54573, + "n_pred": 72429, + "n_ref": 67473 + }, + "11": { + "Dice": 0.779529901814936, + "FN": 841, + "FP": 641, + "IoU": 0.6387128230131643, + "TN": 69491674, + "TP": 2620, + "n_pred": 3261, + "n_ref": 3461 + }, + "12": { + "Dice": 0.5557132718239887, + "FN": 1586, + "FP": 918, + "IoU": 0.38476658476658476, + "TN": 69491706, + "TP": 1566, + "n_pred": 2484, + "n_ref": 3152 + }, + "13": { + "Dice": 0.743253270308893, + "FN": 23727, + "FP": 13643, + "IoU": 0.5914105465717628, + "TN": 69404315, + "TP": 54091, + "n_pred": 67734, + "n_ref": 77818 + }, + "14": { + "Dice": 0.954628610820198, + "FN": 7014, + "FP": 6676, + "IoU": 0.9131956553442689, + "TN": 69338065, + "TP": 144021, + "n_pred": 150697, + "n_ref": 151035 + }, + "15": { + "Dice": 0.912365000396641, + "FN": 13488, + "FP": 1978, + "IoU": 0.8388521891345573, + "TN": 69399802, + "TP": 80508, + "n_pred": 82486, + "n_ref": 93996 + }, + "2": { + "Dice": 0.9618315020753517, + "FN": 5668, + "FP": 5799, + "IoU": 0.9264695509429365, + "TN": 69339827, + "TP": 144482, + "n_pred": 150281, + "n_ref": 150150 + }, + "3": { + "Dice": 0.9609197855256489, + "FN": 10470, + "FP": 2715, + "IoU": 0.9247792154446498, + "TN": 69320492, + "TP": 162099, + "n_pred": 164814, + "n_ref": 172569 + }, + "4": { + "Dice": 0.6250394197414065, + "FN": 19281, + "FP": 2121, + "IoU": 0.45458715596330274, + "TN": 69456536, + "TP": 17838, + "n_pred": 19959, + "n_ref": 37119 + }, + "5": { + "Dice": 0.8460705322942809, + "FN": 3079, + "FP": 2748, + "IoU": 0.7332081864383498, + "TN": 69473935, + "TP": 16014, + "n_pred": 18762, + "n_ref": 19093 + }, + "6": { + "Dice": 0.9756817333999749, + "FN": 41234, + "FP": 28975, + "IoU": 0.9525181432510352, + "TN": 68017127, + "TP": 1408440, + "n_pred": 1437415, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.9420602064327595, + "FN": 11251, + "FP": 25865, + "IoU": 0.8904667469367519, + "TN": 69156920, + "TP": 301740, + "n_pred": 327605, + "n_ref": 312991 + }, + "8": { + "Dice": 0.8629923254515203, + "FN": 13738, + "FP": 10059, + "IoU": 0.7590030786680709, + "TN": 69397032, + "TP": 74947, + "n_pred": 85006, + "n_ref": 88685 + }, + "9": { + "Dice": 0.8704323633162633, + "FN": 12635, + "FP": 7530, + "IoU": 0.7705889714331221, + "TN": 69407877, + "TP": 67734, + "n_pred": 75264, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9272249557219832, + "FN": 4257, + "FP": 26848, + "IoU": 0.8643237561011782, + "TN": 50604293, + "TP": 198154, + "n_pred": 225002, + "n_ref": 202411 + }, + "10": { + "Dice": 0.8847537927820639, + "FN": 7491, + "FP": 10315, + "IoU": 0.7933259822413092, + "TN": 50747397, + "TP": 68349, + "n_pred": 78664, + "n_ref": 75840 + }, + "11": { + "Dice": 0.8243586591263011, + "FN": 1700, + "FP": 443, + "IoU": 0.7011991076408254, + "TN": 50826380, + "TP": 5029, + "n_pred": 5472, + "n_ref": 6729 + }, + "12": { + "Dice": 0.297022044604873, + "FN": 5147, + "FP": 306, + "IoU": 0.17441332323996972, + "TN": 50826947, + "TP": 1152, + "n_pred": 1458, + "n_ref": 6299 + }, + "13": { + "Dice": 0.8043099287916244, + "FN": 7431, + "FP": 12438, + "IoU": 0.6726742557783233, + "TN": 50772851, + "TP": 40832, + "n_pred": 53270, + "n_ref": 48263 + }, + "14": { + "Dice": 0.6584026432721887, + "FN": 21843, + "FP": 8139, + "IoU": 0.4907602418642571, + "TN": 50774676, + "TP": 28894, + "n_pred": 37033, + "n_ref": 50737 + }, + "15": { + "Dice": 0.6419319714624673, + "FN": 15006, + "FP": 7027, + "IoU": 0.4726802766675442, + "TN": 50791769, + "TP": 19750, + "n_pred": 26777, + "n_ref": 34756 + }, + "2": { + "Dice": 0.9387416288852592, + "FN": 19819, + "FP": 5272, + "IoU": 0.8845552171232436, + "TN": 50616210, + "TP": 192251, + "n_pred": 197523, + "n_ref": 212070 + }, + "3": { + "Dice": 0.9415126709006542, + "FN": 6115, + "FP": 18363, + "IoU": 0.8894888441430623, + "TN": 50612054, + "TP": 197020, + "n_pred": 215383, + "n_ref": 203135 + }, + "4": { + "Dice": 0.9172847468558529, + "FN": 898, + "FP": 2180, + "IoU": 0.8472077438570365, + "TN": 50813407, + "TP": 17067, + "n_pred": 19247, + "n_ref": 17965 + }, + "5": { + "Dice": 0.8560631825567774, + "FN": 1517, + "FP": 2292, + "IoU": 0.7483483086680761, + "TN": 50818416, + "TP": 11327, + "n_pred": 13619, + "n_ref": 12844 + }, + "6": { + "Dice": 0.9832847277713856, + "FN": 31266, + "FP": 42345, + "IoU": 0.9671190692513648, + "TN": 48594838, + "TP": 2165103, + "n_pred": 2207448, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.8320861325920821, + "FN": 8644, + "FP": 80034, + "IoU": 0.7124550498221448, + "TN": 50525155, + "TP": 219719, + "n_pred": 299753, + "n_ref": 228363 + }, + "8": { + "Dice": 0.9605344306133223, + "FN": 5582, + "FP": 2417, + "IoU": 0.9240656534492743, + "TN": 50728211, + "TP": 97342, + "n_pred": 99759, + "n_ref": 102924 + }, + "9": { + "Dice": 0.899987541823877, + "FN": 13981, + "FP": 8497, + "IoU": 0.8181612263883833, + "TN": 50709937, + "TP": 101137, + "n_pred": 109634, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.973897342693893, + "FN": 6989, + "FP": 3998, + "IoU": 0.9491227176535417, + "TN": 76668909, + "TP": 204964, + "n_pred": 208962, + "n_ref": 211953 + }, + "10": { + "Dice": 0.7629871985369756, + "FN": 11556, + "FP": 21622, + "IoU": 0.6167981427795937, + "TN": 76798279, + "TP": 53403, + "n_pred": 75025, + "n_ref": 64959 + }, + "11": { + "Dice": 0.6577323973622633, + "FN": 1328, + "FP": 281, + "IoU": 0.4900158478605388, + "TN": 76881705, + "TP": 1546, + "n_pred": 1827, + "n_ref": 2874 + }, + "12": { + "Dice": 0.589262099973552, + "FN": 1495, + "FP": 58, + "IoU": 0.41769778777652794, + "TN": 76882193, + "TP": 1114, + "n_pred": 1172, + "n_ref": 2609 + }, + "13": { + "Dice": 0.5689880688345219, + "FN": 17770, + "FP": 20125, + "IoU": 0.39761238634195967, + "TN": 76821952, + "TP": 25013, + "n_pred": 45138, + "n_ref": 42783 + }, + "14": { + "Dice": 0.8809879026625318, + "FN": 2676, + "FP": 18623, + "IoU": 0.7872907761754484, + "TN": 76784728, + "TP": 78833, + "n_pred": 97456, + "n_ref": 81509 + }, + "15": { + "Dice": 0.7335844261923129, + "FN": 15766, + "FP": 1847, + "IoU": 0.5792604271176723, + "TN": 76842998, + "TP": 24249, + "n_pred": 26096, + "n_ref": 40015 + }, + "2": { + "Dice": 0.9470832460433847, + "FN": 4440, + "FP": 6674, + "IoU": 0.8994853985222165, + "TN": 76774289, + "TP": 99457, + "n_pred": 106131, + "n_ref": 103897 + }, + "3": { + "Dice": 0.9472068473029088, + "FN": 4229, + "FP": 6158, + "IoU": 0.899708404140275, + "TN": 76781292, + "TP": 93181, + "n_pred": 99339, + "n_ref": 97410 + }, + "4": { + "Dice": 0.9379045792375929, + "FN": 1410, + "FP": 1698, + "IoU": 0.8830699774266366, + "TN": 76858280, + "TP": 23472, + "n_pred": 25170, + "n_ref": 24882 + }, + "5": { + "Dice": 0.8753740841388326, + "FN": 3031, + "FP": 592, + "IoU": 0.7783691197161559, + "TN": 76868513, + "TP": 12724, + "n_pred": 13316, + "n_ref": 15755 + }, + "6": { + "Dice": 0.9725597252804311, + "FN": 25938, + "FP": 36422, + "IoU": 0.9465851682190316, + "TN": 75717394, + "TP": 1105106, + "n_pred": 1141528, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.8955404357225225, + "FN": 9331, + "FP": 26088, + "IoU": 0.810840400760505, + "TN": 76697616, + "TP": 151825, + "n_pred": 177913, + "n_ref": 161156 + }, + "8": { + "Dice": 0.9525313111028907, + "FN": 5207, + "FP": 1979, + "IoU": 0.9093649492337769, + "TN": 76805575, + "TP": 72099, + "n_pred": 74078, + "n_ref": 77306 + }, + "9": { + "Dice": 0.9163156721663742, + "FN": 11599, + "FP": 3044, + "IoU": 0.8455558954129795, + "TN": 76790049, + "TP": 80168, + "n_pred": 83212, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8171551211066423, + "FN": 11301, + "FP": 39390, + "IoU": 0.6908387867994609, + "TN": 130835969, + "TP": 113272, + "n_pred": 152662, + "n_ref": 124573 + }, + "10": { + "Dice": 0.8113978899773926, + "FN": 14494, + "FP": 5528, + "IoU": 0.6826488722638728, + "TN": 130936841, + "TP": 43069, + "n_pred": 48597, + "n_ref": 57563 + }, + "11": { + "Dice": 0.6321519293576872, + "FN": 2955, + "FP": 86, + "IoU": 0.4621506897771489, + "TN": 130994278, + "TP": 2613, + "n_pred": 2699, + "n_ref": 5568 + }, + "12": { + "Dice": 0.6032342986084994, + "FN": 4094, + "FP": 126, + "IoU": 0.43187937533656434, + "TN": 130992504, + "TP": 3208, + "n_pred": 3334, + "n_ref": 7302 + }, + "13": { + "Dice": 0.5382907144396016, + "FN": 45936, + "FP": 9784, + "IoU": 0.3682611308261811, + "TN": 130911731, + "TP": 32481, + "n_pred": 42265, + "n_ref": 78417 + }, + "14": { + "Dice": 0.08374600566239727, + "FN": 904743, + "FP": 767, + "IoU": 0.04370297774191777, + "TN": 130053040, + "TP": 41382, + "n_pred": 42149, + "n_ref": 946125 + }, + "15": { + "Dice": 0.3038176158041336, + "FN": 18820, + "FP": 10923, + "IoU": 0.17911848315071896, + "TN": 130963699, + "TP": 6490, + "n_pred": 17413, + "n_ref": 25310 + }, + "2": { + "Dice": 0.8218580147968694, + "FN": 61447, + "FP": 6791, + "IoU": 0.6975882577134095, + "TN": 130774286, + "TP": 157408, + "n_pred": 164199, + "n_ref": 218855 + }, + "3": { + "Dice": 0.8881081839258752, + "FN": 13942, + "FP": 53865, + "IoU": 0.798736145987308, + "TN": 130663026, + "TP": 269099, + "n_pred": 322964, + "n_ref": 283041 + }, + "4": { + "Dice": 0.0, + "FN": 2280, + "FP": 1630, + "IoU": 0.0, + "TN": 130996022, + "TP": 0, + "n_pred": 1630, + "n_ref": 2280 + }, + "5": { + "Dice": 0.6113617424786644, + "FN": 13081, + "FP": 444, + "IoU": 0.4402599015022969, + "TN": 130975769, + "TP": 10638, + "n_pred": 11082, + "n_ref": 23719 + }, + "6": { + "Dice": 0.9337637971297978, + "FN": 69533, + "FP": 129577, + "IoU": 0.8757569801289791, + "TN": 129397347, + "TP": 1403475, + "n_pred": 1533052, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.5881886623369589, + "FN": 84610, + "FP": 82662, + "IoU": 0.41661987451565763, + "TN": 130713203, + "TP": 119457, + "n_pred": 202119, + "n_ref": 204067 + }, + "8": { + "Dice": 0.9511278345976022, + "FN": 7220, + "FP": 4989, + "IoU": 0.9068100632003175, + "TN": 130868920, + "TP": 118803, + "n_pred": 123792, + "n_ref": 126023 + }, + "9": { + "Dice": 0.7958655121304314, + "FN": 6208, + "FP": 19960, + "IoU": 0.6609440391816427, + "TN": 130922753, + "TP": 51011, + "n_pred": 70971, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9571619354175941, + "FN": 1513, + "FP": 3491, + "IoU": 0.9178433046562028, + "TN": 74365790, + "TP": 55904, + "n_pred": 59395, + "n_ref": 57417 + }, + "10": { + "Dice": 0.7159917242218639, + "FN": 31710, + "FP": 5628, + "IoU": 0.5576223593948082, + "TN": 74342295, + "TP": 47065, + "n_pred": 52693, + "n_ref": 78775 + }, + "11": { + "Dice": 0.6641771138970393, + "FN": 1143, + "FP": 116, + "IoU": 0.4972044728434505, + "TN": 74424194, + "TP": 1245, + "n_pred": 1361, + "n_ref": 2388 + }, + "12": { + "Dice": 0.6390563564875491, + "FN": 1238, + "FP": 139, + "IoU": 0.46956856702619415, + "TN": 74424102, + "TP": 1219, + "n_pred": 1358, + "n_ref": 2457 + }, + "13": { + "Dice": 0.48852436323366555, + "FN": 68036, + "FP": 5862, + "IoU": 0.3232102134830432, + "TN": 74317509, + "TP": 35291, + "n_pred": 41153, + "n_ref": 103327 + }, + "14": { + "Dice": 0.9247426902507779, + "FN": 16223, + "FP": 8952, + "IoU": 0.8600199058088264, + "TN": 74246851, + "TP": 154672, + "n_pred": 163624, + "n_ref": 170895 + }, + "15": { + "Dice": 0.69646853654992, + "FN": 10237, + "FP": 206, + "IoU": 0.5342936139850161, + "TN": 74404274, + "TP": 11981, + "n_pred": 12187, + "n_ref": 22218 + }, + "2": { + "Dice": 0.9148868856539034, + "FN": 10311, + "FP": 9866, + "IoU": 0.8431258212239249, + "TN": 74298079, + "TP": 108442, + "n_pred": 118308, + "n_ref": 118753 + }, + "3": { + "Dice": 0.9471623813725528, + "FN": 8284, + "FP": 5429, + "IoU": 0.8996281711583786, + "TN": 74290076, + "TP": 122909, + "n_pred": 128338, + "n_ref": 131193 + }, + "4": { + "Dice": 0.6949978412385123, + "FN": 13558, + "FP": 1277, + "IoU": 0.5325645146044049, + "TN": 74394961, + "TP": 16902, + "n_pred": 18179, + "n_ref": 30460 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 74426698, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9666743925800254, + "FN": 13813, + "FP": 46432, + "IoU": 0.9354983420895132, + "TN": 73492691, + "TP": 873762, + "n_pred": 920194, + "n_ref": 887575 + }, + "7": { + "Dice": 0.8568256429398646, + "FN": 16230, + "FP": 28647, + "IoU": 0.7495144005358338, + "TN": 74247538, + "TP": 134283, + "n_pred": 162930, + "n_ref": 150513 + }, + "8": { + "Dice": 0.9326883051133487, + "FN": 1781, + "FP": 4202, + "IoU": 0.8738668465657545, + "TN": 74379264, + "TP": 41451, + "n_pred": 45653, + "n_ref": 43232 + }, + "9": { + "Dice": 0.8768490001301349, + "FN": 3451, + "FP": 5066, + "IoU": 0.780704464699521, + "TN": 74387860, + "TP": 30321, + "n_pred": 35387, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9759237323209978, + "FN": 3637, + "FP": 3111, + "IoU": 0.9529795417804783, + "TN": 106503176, + "TP": 136764, + "n_pred": 139875, + "n_ref": 140401 + }, + "10": { + "Dice": 0.8509324171350268, + "FN": 13649, + "FP": 16375, + "IoU": 0.7405416616256763, + "TN": 106530970, + "TP": 85694, + "n_pred": 102069, + "n_ref": 99343 + }, + "11": { + "Dice": 0.5262230057293962, + "FN": 2860, + "FP": 365, + "IoU": 0.3570574162679426, + "TN": 106641672, + "TP": 1791, + "n_pred": 2156, + "n_ref": 4651 + }, + "12": { + "Dice": 0.7478966041561075, + "FN": 1781, + "FP": 706, + "IoU": 0.5973121761658031, + "TN": 106640512, + "TP": 3689, + "n_pred": 4395, + "n_ref": 5470 + }, + "13": { + "Dice": 0.7468746348872531, + "FN": 15373, + "FP": 1959, + "IoU": 0.5960095100461517, + "TN": 106603786, + "TP": 25570, + "n_pred": 27529, + "n_ref": 40943 + }, + "14": { + "Dice": 0.9425753980771604, + "FN": 1529, + "FP": 6845, + "IoU": 0.8913878080415045, + "TN": 106569588, + "TP": 68726, + "n_pred": 75571, + "n_ref": 70255 + }, + "15": { + "Dice": 0.8606210114227489, + "FN": 2489, + "FP": 5308, + "IoU": 0.7553421820577991, + "TN": 106614819, + "TP": 24072, + "n_pred": 29380, + "n_ref": 26561 + }, + "2": { + "Dice": 0.9223418509082636, + "FN": 22492, + "FP": 5155, + "IoU": 0.8558760973371979, + "TN": 106454860, + "TP": 164181, + "n_pred": 169336, + "n_ref": 186673 + }, + "3": { + "Dice": 0.9059271275655322, + "FN": 4457, + "FP": 25872, + "IoU": 0.8280317978725817, + "TN": 106470324, + "TP": 146035, + "n_pred": 171907, + "n_ref": 150492 + }, + "4": { + "Dice": 0.8702556335765753, + "FN": 602, + "FP": 2225, + "IoU": 0.770311992200195, + "TN": 106634380, + "TP": 9481, + "n_pred": 11706, + "n_ref": 10083 + }, + "5": { + "Dice": 0.7967232299590403, + "FN": 1038, + "FP": 699, + "IoU": 0.6621279906632951, + "TN": 106641547, + "TP": 3404, + "n_pred": 4103, + "n_ref": 4442 + }, + "6": { + "Dice": 0.9751305433593878, + "FN": 30094, + "FP": 33283, + "IoU": 0.9514680499463198, + "TN": 105340806, + "TP": 1242505, + "n_pred": 1275788, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.9365153855292859, + "FN": 21535, + "FP": 21213, + "IoU": 0.8806101872901853, + "TN": 106288634, + "TP": 315306, + "n_pred": 336519, + "n_ref": 336841 + }, + "8": { + "Dice": 0.9544700328994421, + "FN": 4304, + "FP": 2062, + "IoU": 0.9129054765846251, + "TN": 106573595, + "TP": 66727, + "n_pred": 68789, + "n_ref": 71031 + }, + "9": { + "Dice": 0.885281425949934, + "FN": 14408, + "FP": 3909, + "IoU": 0.7941748227388671, + "TN": 106557695, + "TP": 70676, + "n_pred": 74585, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9554224840400685, + "FN": 7479, + "FP": 6263, + "IoU": 0.914649673616675, + "TN": 107965921, + "TP": 147265, + "n_pred": 153528, + "n_ref": 154744 + }, + "10": { + "Dice": 0.8676411808370924, + "FN": 5166, + "FP": 18014, + "IoU": 0.7662245978518482, + "TN": 108027773, + "TP": 75975, + "n_pred": 93989, + "n_ref": 81141 + }, + "11": { + "Dice": 0.638645174454193, + "FN": 1472, + "FP": 299, + "IoU": 0.4691247002398082, + "TN": 108123592, + "TP": 1565, + "n_pred": 1864, + "n_ref": 3037 + }, + "12": { + "Dice": 0.7398508699254349, + "FN": 1295, + "FP": 589, + "IoU": 0.5871137409598948, + "TN": 108122365, + "TP": 2679, + "n_pred": 3268, + "n_ref": 3974 + }, + "13": { + "Dice": 0.7663990043260832, + "FN": 26312, + "FP": 4845, + "IoU": 0.6212697679506971, + "TN": 108044661, + "TP": 51110, + "n_pred": 55955, + "n_ref": 77422 + }, + "14": { + "Dice": 0.8058046983254026, + "FN": 2384, + "FP": 15695, + "IoU": 0.6747679355256531, + "TN": 108071340, + "TP": 37509, + "n_pred": 53204, + "n_ref": 39893 + }, + "15": { + "Dice": 0.7441967689879591, + "FN": 6248, + "FP": 8177, + "IoU": 0.5926061906913692, + "TN": 108091520, + "TP": 20983, + "n_pred": 29160, + "n_ref": 27231 + }, + "2": { + "Dice": 0.9536108769310903, + "FN": 12808, + "FP": 4470, + "IoU": 0.9113348523102819, + "TN": 107932060, + "TP": 177590, + "n_pred": 182060, + "n_ref": 190398 + }, + "3": { + "Dice": 0.9606740144344473, + "FN": 11355, + "FP": 4109, + "IoU": 0.924324059800827, + "TN": 107922583, + "TP": 188881, + "n_pred": 192990, + "n_ref": 200236 + }, + "4": { + "Dice": 0.9447455585666967, + "FN": 1934, + "FP": 1736, + "IoU": 0.8952775003566843, + "TN": 108091883, + "TP": 31375, + "n_pred": 33111, + "n_ref": 33309 + }, + "5": { + "Dice": 0.7979874980942216, + "FN": 1260, + "FP": 65, + "IoU": 0.6638762049720954, + "TN": 108122986, + "TP": 2617, + "n_pred": 2682, + "n_ref": 3877 + }, + "6": { + "Dice": 0.9724659171599246, + "FN": 52338, + "FP": 28472, + "IoU": 0.9464074558695474, + "TN": 106619069, + "TP": 1427049, + "n_pred": 1455521, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.9514821754266434, + "FN": 7805, + "FP": 17546, + "IoU": 0.9074544591684007, + "TN": 107852998, + "TP": 248579, + "n_pred": 266125, + "n_ref": 256384 + }, + "8": { + "Dice": 0.9551165288870207, + "FN": 2271, + "FP": 1573, + "IoU": 0.9140890398712677, + "TN": 108082184, + "TP": 40900, + "n_pred": 42473, + "n_ref": 43171 + }, + "9": { + "Dice": 0.9161936935133966, + "FN": 4513, + "FP": 5956, + "IoU": 0.8453481844772063, + "TN": 108059234, + "TP": 57225, + "n_pred": 63181, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7973377827215424, + "FN": 16972, + "FP": 37686, + "IoU": 0.6629773275208257, + "TN": 62407981, + "TP": 107521, + "n_pred": 145207, + "n_ref": 124493 + }, + "10": { + "Dice": 0.8567331660428008, + "FN": 7763, + "FP": 9422, + "IoU": 0.7493728853109323, + "TN": 62501592, + "TP": 51383, + "n_pred": 60805, + "n_ref": 59146 + }, + "11": { + "Dice": 0.6243291592128801, + "FN": 1005, + "FP": 255, + "IoU": 0.4538361508452536, + "TN": 62567853, + "TP": 1047, + "n_pred": 1302, + "n_ref": 2052 + }, + "12": { + "Dice": 0.6462224700306662, + "FN": 1949, + "FP": 589, + "IoU": 0.4773476112026359, + "TN": 62565304, + "TP": 2318, + "n_pred": 2907, + "n_ref": 4267 + }, + "13": { + "Dice": 0.823923376062221, + "FN": 7386, + "FP": 7284, + "IoU": 0.7005694691078317, + "TN": 62521167, + "TP": 34323, + "n_pred": 41607, + "n_ref": 41709 + }, + "14": { + "Dice": 0.9093807521385322, + "FN": 57515, + "FP": 1661, + "IoU": 0.8338205601282797, + "TN": 62214063, + "TP": 296921, + "n_pred": 298582, + "n_ref": 354436 + }, + "15": { + "Dice": 0.5664794118694997, + "FN": 43642, + "FP": 29362, + "IoU": 0.3951665686282632, + "TN": 62449459, + "TP": 47697, + "n_pred": 77059, + "n_ref": 91339 + }, + "2": { + "Dice": 0.906209131922935, + "FN": 22188, + "FP": 7790, + "IoU": 0.8285031063717806, + "TN": 62395358, + "TP": 144824, + "n_pred": 152614, + "n_ref": 167012 + }, + "3": { + "Dice": 0.9351752884547493, + "FN": 8119, + "FP": 18506, + "IoU": 0.8782434125684809, + "TN": 62351486, + "TP": 192049, + "n_pred": 210555, + "n_ref": 200168 + }, + "4": { + "Dice": 0.9066726873422138, + "FN": 1393, + "FP": 3154, + "IoU": 0.8292783659983479, + "TN": 62543526, + "TP": 22087, + "n_pred": 25241, + "n_ref": 23480 + }, + "5": { + "Dice": 0.48005124450951686, + "FN": 5552, + "FP": 130, + "IoU": 0.31583383503913304, + "TN": 62561855, + "TP": 2623, + "n_pred": 2753, + "n_ref": 8175 + }, + "6": { + "Dice": 0.9737911828778045, + "FN": 48347, + "FP": 27508, + "IoU": 0.9489210837309056, + "TN": 61085105, + "TP": 1409200, + "n_pred": 1436708, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.8749952799434096, + "FN": 13605, + "FP": 36052, + "IoU": 0.7777703189542132, + "TN": 62346711, + "TP": 173792, + "n_pred": 209844, + "n_ref": 187397 + }, + "8": { + "Dice": 0.941677620711228, + "FN": 3142, + "FP": 5155, + "IoU": 0.8897833393110961, + "TN": 62494881, + "TP": 66982, + "n_pred": 72137, + "n_ref": 70124 + }, + "9": { + "Dice": 0.8393244292176334, + "FN": 2559, + "FP": 15450, + "IoU": 0.7231343971958306, + "TN": 62505114, + "TP": 47037, + "n_pred": 62487, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9253705481619786, + "FN": 19022, + "FP": 23187, + "IoU": 0.8611066322249461, + "TN": 55077353, + "TP": 261686, + "n_pred": 284873, + "n_ref": 280708 + }, + "10": { + "Dice": 0.8659843264861642, + "FN": 9770, + "FP": 10905, + "IoU": 0.7636440542332579, + "TN": 55293774, + "TP": 66799, + "n_pred": 77704, + "n_ref": 76569 + }, + "11": { + "Dice": 0.6990464081373172, + "FN": 1578, + "FP": 789, + "IoU": 0.5373338545738858, + "TN": 55376132, + "TP": 2749, + "n_pred": 3538, + "n_ref": 4327 + }, + "12": { + "Dice": 0.5988811188811188, + "FN": 2587, + "FP": 281, + "IoU": 0.4274306248752246, + "TN": 55376239, + "TP": 2141, + "n_pred": 2422, + "n_ref": 4728 + }, + "13": { + "Dice": 0.8199007717750827, + "FN": 10252, + "FP": 9350, + "IoU": 0.6947727378894754, + "TN": 55317027, + "TP": 44619, + "n_pred": 53969, + "n_ref": 54871 + }, + "14": { + "Dice": 0.9448266488227176, + "FN": 4819, + "FP": 5735, + "IoU": 0.8954231527630523, + "TN": 55280327, + "TP": 90367, + "n_pred": 96102, + "n_ref": 95186 + }, + "15": { + "Dice": 0.8411650070744013, + "FN": 9086, + "FP": 20663, + "IoU": 0.7258712519120547, + "TN": 55272726, + "TP": 78773, + "n_pred": 99436, + "n_ref": 87859 + }, + "2": { + "Dice": 0.9569346753196285, + "FN": 10682, + "FP": 5941, + "IoU": 0.9174254504269556, + "TN": 55179939, + "TP": 184686, + "n_pred": 190627, + "n_ref": 195368 + }, + "3": { + "Dice": 0.9609769017690618, + "FN": 9735, + "FP": 4409, + "IoU": 0.9248850226768208, + "TN": 55192950, + "TP": 174154, + "n_pred": 178563, + "n_ref": 183889 + }, + "4": { + "Dice": 0.8724908114221092, + "FN": 1237, + "FP": 567, + "IoU": 0.7738214643931796, + "TN": 55373272, + "TP": 6172, + "n_pred": 6739, + "n_ref": 7409 + }, + "5": { + "Dice": 0.6865015049780042, + "FN": 2675, + "FP": 33, + "IoU": 0.5226511545919267, + "TN": 55375575, + "TP": 2965, + "n_pred": 2998, + "n_ref": 5640 + }, + "6": { + "Dice": 0.9688495778747104, + "FN": 58069, + "FP": 34576, + "IoU": 0.9395812260618854, + "TN": 53847867, + "TP": 1440736, + "n_pred": 1475312, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.9298968772271755, + "FN": 15420, + "FP": 8679, + "IoU": 0.8689787530174194, + "TN": 55197316, + "TP": 159833, + "n_pred": 168512, + "n_ref": 175253 + }, + "8": { + "Dice": 0.9462259080898237, + "FN": 2155, + "FP": 2948, + "IoU": 0.89794, + "TN": 55331248, + "TP": 44897, + "n_pred": 47845, + "n_ref": 47052 + }, + "9": { + "Dice": 0.8905106681666523, + "FN": 4609, + "FP": 6778, + "IoU": 0.8026311228203973, + "TN": 55323554, + "TP": 46307, + "n_pred": 53085, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9730904592807607, + "FN": 11832, + "FP": 3483, + "IoU": 0.9475912148982623, + "TN": 110854393, + "TP": 276907, + "n_pred": 280390, + "n_ref": 288739 + }, + "10": { + "Dice": 0.8600439803410279, + "FN": 10702, + "FP": 12592, + "IoU": 0.7544536504121603, + "TN": 111051749, + "TP": 71572, + "n_pred": 84164, + "n_ref": 82274 + }, + "11": { + "Dice": 0.7876306128212369, + "FN": 845, + "FP": 659, + "IoU": 0.6496622408572094, + "TN": 111142322, + "TP": 2789, + "n_pred": 3448, + "n_ref": 3634 + }, + "12": { + "Dice": 0.7534326049120093, + "FN": 1156, + "FP": 119, + "IoU": 0.604405833074775, + "TN": 111143392, + "TP": 1948, + "n_pred": 2067, + "n_ref": 3104 + }, + "13": { + "Dice": 0.8226790528415587, + "FN": 13311, + "FP": 7934, + "IoU": 0.6987721188747731, + "TN": 111076087, + "TP": 49283, + "n_pred": 57217, + "n_ref": 62594 + }, + "14": { + "Dice": 0.8939968328614617, + "FN": 3856, + "FP": 4980, + "IoU": 0.8083130857341201, + "TN": 111100519, + "TP": 37260, + "n_pred": 42240, + "n_ref": 41116 + }, + "15": { + "Dice": 0.8468471762619522, + "FN": 2204, + "FP": 6173, + "IoU": 0.7343754954497891, + "TN": 111115078, + "TP": 23160, + "n_pred": 29333, + "n_ref": 25364 + }, + "2": { + "Dice": 0.9364130469493464, + "FN": 9270, + "FP": 10642, + "IoU": 0.8804292345477365, + "TN": 110980086, + "TP": 146617, + "n_pred": 157259, + "n_ref": 155887 + }, + "3": { + "Dice": 0.9417966363795586, + "FN": 24093, + "FP": 3157, + "IoU": 0.8899958824146812, + "TN": 110898897, + "TP": 220468, + "n_pred": 223625, + "n_ref": 244561 + }, + "4": { + "Dice": 0.9088898034777241, + "FN": 1171, + "FP": 2371, + "IoU": 0.8329954264698949, + "TN": 111125406, + "TP": 17667, + "n_pred": 20038, + "n_ref": 18838 + }, + "5": { + "Dice": 0.8104450586105022, + "FN": 515, + "FP": 1474, + "IoU": 0.6813010735459061, + "TN": 111140374, + "TP": 4252, + "n_pred": 5726, + "n_ref": 4767 + }, + "6": { + "Dice": 0.9795265089600325, + "FN": 20652, + "FP": 45545, + "IoU": 0.9598745264434005, + "TN": 109496865, + "TP": 1583553, + "n_pred": 1629098, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.4920926969029567, + "FN": 252461, + "FP": 8131, + "IoU": 0.3263414772859466, + "TN": 110759784, + "TP": 126239, + "n_pred": 134370, + "n_ref": 378700 + }, + "8": { + "Dice": 0.9310340517025851, + "FN": 6070, + "FP": 4964, + "IoU": 0.8709669874755885, + "TN": 111061102, + "TP": 74479, + "n_pred": 79443, + "n_ref": 80549 + }, + "9": { + "Dice": 0.8992119081483867, + "FN": 5593, + "FP": 5674, + "IoU": 0.8168801196203355, + "TN": 111085087, + "TP": 50261, + "n_pred": 55935, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9738487013858845, + "FN": 6351, + "FP": 4167, + "IoU": 0.9490303259384177, + "TN": 96914667, + "TP": 195840, + "n_pred": 200007, + "n_ref": 202191 + }, + "10": { + "Dice": 0.8802915615363051, + "FN": 8461, + "FP": 9473, + "IoU": 0.786179268903355, + "TN": 97037151, + "TP": 65940, + "n_pred": 75413, + "n_ref": 74401 + }, + "11": { + "Dice": 0.6442261233693026, + "FN": 1912, + "FP": 297, + "IoU": 0.4751722499406035, + "TN": 97116816, + "TP": 2000, + "n_pred": 2297, + "n_ref": 3912 + }, + "12": { + "Dice": 0.6456271107488063, + "FN": 2511, + "FP": 532, + "IoU": 0.4766981943250215, + "TN": 97115210, + "TP": 2772, + "n_pred": 3304, + "n_ref": 5283 + }, + "13": { + "Dice": 0.8468591926805183, + "FN": 9349, + "FP": 5849, + "IoU": 0.7343935686822789, + "TN": 97063805, + "TP": 42022, + "n_pred": 47871, + "n_ref": 51371 + }, + "14": { + "Dice": 0.9296599120416301, + "FN": 11020, + "FP": 7485, + "IoU": 0.8685649752826865, + "TN": 96980233, + "TP": 122287, + "n_pred": 129772, + "n_ref": 133307 + }, + "15": { + "Dice": 0.9197242826953352, + "FN": 3652, + "FP": 7668, + "IoU": 0.8513792062179159, + "TN": 97044858, + "TP": 64847, + "n_pred": 72515, + "n_ref": 68499 + }, + "2": { + "Dice": 0.9368688770573956, + "FN": 5682, + "FP": 16112, + "IoU": 0.881235490937626, + "TN": 96937519, + "TP": 161712, + "n_pred": 177824, + "n_ref": 167394 + }, + "3": { + "Dice": 0.9397147725416054, + "FN": 18543, + "FP": 7285, + "IoU": 0.886284886562262, + "TN": 96893896, + "TP": 201301, + "n_pred": 208586, + "n_ref": 219844 + }, + "4": { + "Dice": 0.9069841361574248, + "FN": 1539, + "FP": 1680, + "IoU": 0.8297996087347327, + "TN": 97102112, + "TP": 15694, + "n_pred": 17374, + "n_ref": 17233 + }, + "5": { + "Dice": 0.5811242908715832, + "FN": 6824, + "FP": 1298, + "IoU": 0.40956673451584763, + "TN": 97107269, + "TP": 5634, + "n_pred": 6932, + "n_ref": 12458 + }, + "6": { + "Dice": 0.9813299347247701, + "FN": 31531, + "FP": 27681, + "IoU": 0.9633442349752654, + "TN": 95505672, + "TP": 1556141, + "n_pred": 1583822, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.9338979071065697, + "FN": 26479, + "FP": 16030, + "IoU": 0.8759929403871118, + "TN": 96778230, + "TP": 300286, + "n_pred": 316316, + "n_ref": 326765 + }, + "8": { + "Dice": 0.9463497470678799, + "FN": 7599, + "FP": 2890, + "IoU": 0.8981630711275947, + "TN": 97018027, + "TP": 92509, + "n_pred": 95399, + "n_ref": 100108 + }, + "9": { + "Dice": 0.9283282269881444, + "FN": 8333, + "FP": 5118, + "IoU": 0.8662430516193829, + "TN": 97020462, + "TP": 87112, + "n_pred": 92230, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9737280243812964, + "FN": 7353, + "FP": 2888, + "IoU": 0.9488011438627365, + "TN": 78856381, + "TP": 189783, + "n_pred": 192671, + "n_ref": 197136 + }, + "10": { + "Dice": 0.8423990534842095, + "FN": 9708, + "FP": 21462, + "IoU": 0.7277110959693904, + "TN": 78941931, + "TP": 83304, + "n_pred": 104766, + "n_ref": 93012 + }, + "11": { + "Dice": 0.5014195239135182, + "FN": 1861, + "FP": 422, + "IoU": 0.33459632760128244, + "TN": 79052974, + "TP": 1148, + "n_pred": 1570, + "n_ref": 3009 + }, + "12": { + "Dice": 0.5031991744066048, + "FN": 1785, + "FP": 622, + "IoU": 0.3361831218974076, + "TN": 79052779, + "TP": 1219, + "n_pred": 1841, + "n_ref": 3004 + }, + "13": { + "Dice": 0.7026741498844503, + "FN": 22907, + "FP": 13117, + "IoU": 0.5416327361563518, + "TN": 78977813, + "TP": 42568, + "n_pred": 55685, + "n_ref": 65475 + }, + "14": { + "Dice": 0.6459772273111328, + "FN": 13795, + "FP": 12602, + "IoU": 0.47708003169572105, + "TN": 79005925, + "TP": 24083, + "n_pred": 36685, + "n_ref": 37878 + }, + "15": { + "Dice": 0.6170154217962983, + "FN": 12746, + "FP": 19265, + "IoU": 0.4461477239303078, + "TN": 78998608, + "TP": 25786, + "n_pred": 45051, + "n_ref": 38532 + }, + "2": { + "Dice": 0.9333571727602568, + "FN": 5732, + "FP": 9550, + "IoU": 0.8750419061792194, + "TN": 78934108, + "TP": 107015, + "n_pred": 116565, + "n_ref": 112747 + }, + "3": { + "Dice": 0.9469208001246248, + "FN": 8927, + "FP": 3680, + "IoU": 0.8991923876539261, + "TN": 78931345, + "TP": 112453, + "n_pred": 116133, + "n_ref": 121380 + }, + "4": { + "Dice": 0.8447455860316633, + "FN": 1999, + "FP": 384, + "IoU": 0.7312203925107151, + "TN": 79047539, + "TP": 6483, + "n_pred": 6867, + "n_ref": 8482 + }, + "5": { + "Dice": 0.8293436293436294, + "FN": 1199, + "FP": 348, + "IoU": 0.7084432717678101, + "TN": 79051099, + "TP": 3759, + "n_pred": 4107, + "n_ref": 4958 + }, + "6": { + "Dice": 0.9778356266269989, + "FN": 30248, + "FP": 28160, + "IoU": 0.9566324674379684, + "TN": 77709591, + "TP": 1288406, + "n_pred": 1316566, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.9314624789848382, + "FN": 51232, + "FP": 10978, + "IoU": 0.8717171467220958, + "TN": 78571461, + "TP": 422734, + "n_pred": 433712, + "n_ref": 473966 + }, + "8": { + "Dice": 0.9395768512756689, + "FN": 1329, + "FP": 2555, + "IoU": 0.886039551669503, + "TN": 79022323, + "TP": 30198, + "n_pred": 32753, + "n_ref": 31527 + }, + "9": { + "Dice": 0.9244468429573665, + "FN": 6197, + "FP": 4443, + "IoU": 0.8595082789764175, + "TN": 78980671, + "TP": 65094, + "n_pred": 69537, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9673603785045235, + "FN": 6471, + "FP": 8844, + "IoU": 0.9367841000557241, + "TN": 122469675, + "TP": 226950, + "n_pred": 235794, + "n_ref": 233421 + }, + "10": { + "Dice": 0.8444249705970528, + "FN": 18854, + "FP": 14877, + "IoU": 0.7307400637008773, + "TN": 122586667, + "TP": 91542, + "n_pred": 106419, + "n_ref": 110396 + }, + "11": { + "Dice": 0.4203025014543339, + "FN": 2737, + "FP": 1249, + "IoU": 0.2660651813662309, + "TN": 122706509, + "TP": 1445, + "n_pred": 2694, + "n_ref": 4182 + }, + "12": { + "Dice": 0.1537842190016103, + "FN": 5717, + "FP": 589, + "IoU": 0.0832969908416921, + "TN": 122705061, + "TP": 573, + "n_pred": 1162, + "n_ref": 6290 + }, + "13": { + "Dice": 0.4623597392220665, + "FN": 33836, + "FP": 12593, + "IoU": 0.3006943503080144, + "TN": 122645547, + "TP": 19964, + "n_pred": 32557, + "n_ref": 53800 + }, + "14": { + "Dice": 0.8611058486021272, + "FN": 12244, + "FP": 18548, + "IoU": 0.7560894465435707, + "TN": 122585697, + "TP": 95451, + "n_pred": 113999, + "n_ref": 107695 + }, + "15": { + "Dice": 0.9293433911191609, + "FN": 4396, + "FP": 2704, + "IoU": 0.8680125666908334, + "TN": 122658147, + "TP": 46693, + "n_pred": 49397, + "n_ref": 51089 + }, + "2": { + "Dice": 0.6945053146509789, + "FN": 60560, + "FP": 6636, + "IoU": 0.5319863209288396, + "TN": 122568363, + "TP": 76381, + "n_pred": 83017, + "n_ref": 136941 + }, + "3": { + "Dice": 0.8054526696771357, + "FN": 3008, + "FP": 66010, + "IoU": 0.6742743876539714, + "TN": 122500050, + "TP": 142872, + "n_pred": 208882, + "n_ref": 145880 + }, + "4": { + "Dice": 0.8220440972774132, + "FN": 11172, + "FP": 12339, + "IoU": 0.6978564268640605, + "TN": 122634126, + "TP": 54303, + "n_pred": 66642, + "n_ref": 65475 + }, + "5": { + "Dice": 0.42553948832035593, + "FN": 12427, + "FP": 484, + "IoU": 0.2702763804894591, + "TN": 122694247, + "TP": 4782, + "n_pred": 5266, + "n_ref": 17209 + }, + "6": { + "Dice": 0.9790940276519515, + "FN": 39994, + "FP": 31358, + "IoU": 0.9590442745672935, + "TN": 120969766, + "TP": 1670822, + "n_pred": 1702180, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.7940562852264119, + "FN": 71438, + "FP": 185214, + "IoU": 0.6584521943260788, + "TN": 121960502, + "TP": 494786, + "n_pred": 680000, + "n_ref": 566224 + }, + "8": { + "Dice": 0.9363009952969484, + "FN": 8041, + "FP": 9431, + "IoU": 0.8802311473049952, + "TN": 122566059, + "TP": 128409, + "n_pred": 137840, + "n_ref": 136450 + }, + "9": { + "Dice": 0.8875629842336241, + "FN": 9219, + "FP": 7383, + "IoU": 0.7978545946011762, + "TN": 122629811, + "TP": 65527, + "n_pred": 72910, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/loop_005/summary_cross_val.json b/nnActive_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/loop_005/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..0f15afcca04e4f30bc4e1bb9af5ec0ea8ac034c5 --- /dev/null +++ b/nnActive_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/loop_005/summary_cross_val.json @@ -0,0 +1,24396 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": 0.605040815434609, + "FN": 4124.946666666667, + "FP": 4065.5199999999995, + "IoU": 0.5138465147780061, + "TN": 2261417.4133333336, + "TP": 20090.253333333334, + "n_pred": 24155.77333333333, + "n_ref": 24215.199999999997 + }, + "mean": { + "1": { + "Dice": 0.664562213121327, + "FN": 7104.3, + "FP": 2860.4, + "IoU": 0.5903154562299405, + "TN": 2258959.9, + "TP": 20773.533333333333, + "n_pred": 23633.933333333334, + "n_ref": 27877.833333333332 + }, + "10": { + "Dice": 0.5817646634730738, + "FN": 3944.6666666666665, + "FP": 1583.0333333333333, + "IoU": 0.47785846219866374, + "TN": 2276997.6333333333, + "TP": 7172.8, + "n_pred": 8755.833333333334, + "n_ref": 11117.466666666667 + }, + "11": { + "Dice": 0.554516875251131, + "FN": 270.56666666666666, + "FP": 328.46666666666664, + "IoU": 0.40769789542950885, + "TN": 2288613.8333333335, + "TP": 485.26666666666665, + "n_pred": 813.7333333333333, + "n_ref": 755.8333333333334 + }, + "12": { + "Dice": 0.360705912597253, + "FN": 242.63333333333333, + "FP": 295.53333333333336, + "IoU": 0.26224526762216677, + "TN": 2288842.1, + "TP": 317.8666666666667, + "n_pred": 613.4, + "n_ref": 560.5 + }, + "13": { + "Dice": 0.4009688548146809, + "FN": 4206.366666666667, + "FP": 2063.9333333333334, + "IoU": 0.30518890454841163, + "TN": 2278944.6666666665, + "TP": 4483.166666666667, + "n_pred": 6547.1, + "n_ref": 8689.533333333333 + }, + "14": { + "Dice": 0.6032229015931725, + "FN": 1259.1, + "FP": 5734.066666666667, + "IoU": 0.5294296763723187, + "TN": 2263964.8333333335, + "TP": 18740.133333333335, + "n_pred": 24474.2, + "n_ref": 19999.233333333334 + }, + "15": { + "Dice": 0.5139271633157741, + "FN": 3745.6, + "FP": 1882.0333333333333, + "IoU": 0.40957185843336635, + "TN": 2278336.0, + "TP": 5734.5, + "n_pred": 7616.533333333334, + "n_ref": 9480.1 + }, + "2": { + "Dice": 0.7269710897306708, + "FN": 3862.6, + "FP": 1189.5, + "IoU": 0.6628123548642908, + "TN": 2265629.933333333, + "TP": 19016.1, + "n_pred": 20205.6, + "n_ref": 22878.7 + }, + "3": { + "Dice": 0.6317498086982046, + "FN": 5834.633333333333, + "FP": 4249.6, + "IoU": 0.5710391827822157, + "TN": 2262423.1, + "TP": 17190.8, + "n_pred": 21440.4, + "n_ref": 23025.433333333334 + }, + "4": { + "Dice": 0.5339507346291588, + "FN": 1658.5, + "FP": 979.2333333333333, + "IoU": 0.4634643732824928, + "TN": 2283142.4, + "TP": 3918.0, + "n_pred": 4897.233333333334, + "n_ref": 5576.5 + }, + "5": { + "Dice": 0.4521367815928907, + "FN": 1016.5, + "FP": 1055.3, + "IoU": 0.339876504954768, + "TN": 2286025.7, + "TP": 1600.6333333333334, + "n_pred": 2655.9333333333334, + "n_ref": 2617.133333333333 + }, + "6": { + "Dice": 0.8565782109807067, + "FN": 11583.466666666667, + "FP": 20323.1, + "IoU": 0.7906821871327346, + "TN": 2116498.2333333334, + "TP": 141293.33333333334, + "n_pred": 161616.43333333332, + "n_ref": 152876.8 + }, + "7": { + "Dice": 0.6996220106942703, + "FN": 13571.8, + "FP": 15590.533333333333, + "IoU": 0.5978258112002698, + "TN": 2219852.7333333334, + "TP": 40683.066666666666, + "n_pred": 56273.6, + "n_ref": 54254.86666666667 + }, + "8": { + "Dice": 0.7590940185678252, + "FN": 1803.2, + "FP": 1024.1, + "IoU": 0.6854903673008332, + "TN": 2275265.7666666666, + "TP": 11605.066666666668, + "n_pred": 12629.166666666666, + "n_ref": 13408.266666666666 + }, + "9": { + "Dice": 0.7358409924589954, + "FN": 1770.2666666666667, + "FP": 1823.9666666666667, + "IoU": 0.6141994193181096, + "TN": 2277764.3666666667, + "TP": 8339.533333333333, + "n_pred": 10163.5, + "n_ref": 10109.8 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9345525076198393, + "FN": 688, + "FP": 493, + "IoU": 0.8771455320919588, + "TN": 2093171, + "TP": 8432, + "n_pred": 8925, + "n_ref": 9120 + }, + "10": { + "Dice": 0.7435823478511682, + "FN": 2109, + "FP": 6781, + "IoU": 0.5918273645546372, + "TN": 2081004, + "TP": 12890, + "n_pred": 19671, + "n_ref": 14999 + }, + "11": { + "Dice": 0.41237113402061853, + "FN": 79, + "FP": 35, + "IoU": 0.2597402597402597, + "TN": 2102630, + "TP": 40, + "n_pred": 75, + "n_ref": 119 + }, + "12": { + "Dice": 0.1864801864801865, + "FN": 1388, + "FP": 8, + "IoU": 0.10282776349614396, + "TN": 2101228, + "TP": 160, + "n_pred": 168, + "n_ref": 1548 + }, + "13": { + "Dice": 0.6792946927374302, + "FN": 5155, + "FP": 2193, + "IoU": 0.5143423661599471, + "TN": 2087654, + "TP": 7782, + "n_pred": 9975, + "n_ref": 12937 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 403, + "IoU": 0.0, + "TN": 2102381, + "TP": 0, + "n_pred": 403, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9202772146527745, + "FN": 2157, + "FP": 2916, + "IoU": 0.8523273076587198, + "TN": 2068431, + "TP": 29280, + "n_pred": 32196, + "n_ref": 31437 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6827649447622375, + "FN": 6536, + "FP": 729, + "IoU": 0.5183318968374991, + "TN": 2087701, + "TP": 7818, + "n_pred": 8547, + "n_ref": 14354 + }, + "7": { + "Dice": 0.7713665124185476, + "FN": 1464, + "FP": 957, + "IoU": 0.6278247501921599, + "TN": 2096279, + "TP": 4084, + "n_pred": 5041, + "n_ref": 5548 + }, + "8": { + "Dice": 0.9391695788663152, + "FN": 4121, + "FP": 1014, + "IoU": 0.8853154662199888, + "TN": 2058009, + "TP": 39640, + "n_pred": 40654, + "n_ref": 43761 + }, + "9": { + "Dice": 0.8665769589069454, + "FN": 2231, + "FP": 4214, + "IoU": 0.764566210045662, + "TN": 2075409, + "TP": 20930, + "n_pred": 25144, + "n_ref": 23161 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0001.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0001.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.44085326438267614, + "FN": 383, + "FP": 2212, + "IoU": 0.2827529021558872, + "TN": 2274398, + "TP": 1023, + "n_pred": 3235, + "n_ref": 1406 + }, + "10": { + "Dice": 0.3773778920308483, + "FN": 562, + "FP": 649, + "IoU": 0.23257287705956908, + "TN": 2276438, + "TP": 367, + "n_pred": 1016, + "n_ref": 929 + }, + "11": { + "Dice": 0.42254074219516985, + "FN": 1011, + "FP": 1930, + "IoU": 0.2678615882499378, + "TN": 2273999, + "TP": 1076, + "n_pred": 3006, + "n_ref": 2087 + }, + "12": { + "Dice": 0.0, + "FN": 113, + "FP": 1241, + "IoU": 0.0, + "TN": 2276662, + "TP": 0, + "n_pred": 1241, + "n_ref": 113 + }, + "13": { + "Dice": 0.0, + "FN": 2018, + "FP": 952, + "IoU": 0.0, + "TN": 2275046, + "TP": 0, + "n_pred": 952, + "n_ref": 2018 + }, + "14": { + "Dice": 0.0427807486631016, + "FN": 274, + "FP": 84, + "IoU": 0.02185792349726776, + "TN": 2277650, + "TP": 8, + "n_pred": 92, + "n_ref": 282 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 77, + "FP": 414, + "IoU": 0.0, + "TN": 2277525, + "TP": 0, + "n_pred": 414, + "n_ref": 77 + }, + "3": { + "Dice": 0.003753271766506988, + "FN": 141202, + "FP": 9, + "IoU": 0.001880164266983326, + "TN": 2136539, + "TP": 266, + "n_pred": 275, + "n_ref": 141468 + }, + "4": { + "Dice": 0.18774943605760888, + "FN": 9797, + "FP": 4246, + "IoU": 0.10360015319800843, + "TN": 2262350, + "TP": 1623, + "n_pred": 5869, + "n_ref": 11420 + }, + "5": { + "Dice": 0.0, + "FN": 20, + "FP": 10, + "IoU": 0.0, + "TN": 2277986, + "TP": 0, + "n_pred": 10, + "n_ref": 20 + }, + "6": { + "Dice": 0.7226941059629678, + "FN": 4855, + "FP": 117443, + "IoU": 0.5657956401334943, + "TN": 1996356, + "TP": 159362, + "n_pred": 276805, + "n_ref": 164217 + }, + "7": { + "Dice": 0.10505606925044265, + "FN": 14445, + "FP": 12849, + "IoU": 0.055440199335548175, + "TN": 2249120, + "TP": 1602, + "n_pred": 14451, + "n_ref": 16047 + }, + "8": { + "Dice": 0.9298594492568, + "FN": 904, + "FP": 3258, + "IoU": 0.8689133858267717, + "TN": 2246266, + "TP": 27588, + "n_pred": 30846, + "n_ref": 28492 + }, + "9": { + "Dice": 0.7556600398630346, + "FN": 3044, + "FP": 1737, + "IoU": 0.6072778051585346, + "TN": 2265842, + "TP": 7393, + "n_pred": 9130, + "n_ref": 10437 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0005.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0005.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.043076923076923075, + "FN": 13, + "FP": 2164, + "IoU": 0.0220125786163522, + "TN": 1750094, + "TP": 49, + "n_pred": 2213, + "n_ref": 62 + }, + "10": { + "Dice": 0.0, + "FN": 40, + "FP": 6, + "IoU": 0.0, + "TN": 1752274, + "TP": 0, + "n_pred": 6, + "n_ref": 40 + }, + "11": { + "Dice": 0.6276195593766792, + "FN": 674, + "FP": 19, + "IoU": 0.4573218480814409, + "TN": 1751043, + "TP": 584, + "n_pred": 603, + "n_ref": 1258 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 34, + "IoU": 0.0, + "TN": 1752286, + "TP": 0, + "n_pred": 34, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 17, + "FP": 56, + "IoU": 0.0, + "TN": 1752247, + "TP": 0, + "n_pred": 56, + "n_ref": 17 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 1752316, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.597157426494521, + "FN": 3693, + "FP": 20, + "IoU": 0.425676720804331, + "TN": 1745855, + "TP": 2752, + "n_pred": 2772, + "n_ref": 6445 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3338, + "IoU": 0.0, + "TN": 1748982, + "TP": 0, + "n_pred": 3338, + "n_ref": 0 + }, + "4": { + "Dice": 0.8893467705740749, + "FN": 5121, + "FP": 303, + "IoU": 0.8007420741339407, + "TN": 1725099, + "TP": 21797, + "n_pred": 22100, + "n_ref": 26918 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8558396505203649, + "FN": 22529, + "FP": 17863, + "IoU": 0.7480067377877597, + "TN": 1592030, + "TP": 119898, + "n_pred": 137761, + "n_ref": 142427 + }, + "7": { + "Dice": 0.5329185654350388, + "FN": 3402, + "FP": 71523, + "IoU": 0.36325084135023966, + "TN": 1634652, + "TP": 42743, + "n_pred": 114266, + "n_ref": 46145 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.6871628249141736, + "FN": 9585, + "FP": 621, + "IoU": 0.5234181648377305, + "TN": 1730905, + "TP": 11209, + "n_pred": 11830, + "n_ref": 20794 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0017.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0017.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3855091328509206, + "FN": 158864, + "FP": 699, + "IoU": 0.23878062161581948, + "TN": 3470257, + "TP": 50052, + "n_pred": 50751, + "n_ref": 208916 + }, + "10": { + "Dice": 0.22613148331681532, + "FN": 26676, + "FP": 1434, + "IoU": 0.12747928112487197, + "TN": 3647655, + "TP": 4107, + "n_pred": 5541, + "n_ref": 30783 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3679872, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 246, + "IoU": 0.0, + "TN": 3679626, + "TP": 0, + "n_pred": 246, + "n_ref": 0 + }, + "13": { + "Dice": 0.3396759524965785, + "FN": 29719, + "FP": 195, + "IoU": 0.2045841310359498, + "TN": 3642264, + "TP": 7694, + "n_pred": 7889, + "n_ref": 37413 + }, + "14": { + "Dice": 0.8144904003384753, + "FN": 7041, + "FP": 25405, + "IoU": 0.6870382159461389, + "TN": 3576198, + "TP": 71228, + "n_pred": 96633, + "n_ref": 78269 + }, + "15": { + "Dice": 0.6907155529272619, + "FN": 2662, + "FP": 476, + "IoU": 0.5275519421860885, + "TN": 3673230, + "TP": 3504, + "n_pred": 3980, + "n_ref": 6166 + }, + "2": { + "Dice": 0.9341010490775352, + "FN": 703, + "FP": 1483, + "IoU": 0.8763504723117823, + "TN": 3662193, + "TP": 15493, + "n_pred": 16976, + "n_ref": 16196 + }, + "3": { + "Dice": 0.9346325859668868, + "FN": 1128, + "FP": 1079, + "IoU": 0.8772866277453434, + "TN": 3661887, + "TP": 15778, + "n_pred": 16857, + "n_ref": 16906 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3679872, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.5998579977685363, + "FN": 8140, + "FP": 3695, + "IoU": 0.4284265430310055, + "TN": 3659166, + "TP": 8871, + "n_pred": 12566, + "n_ref": 17011 + }, + "6": { + "Dice": 0.3112144121354977, + "FN": 3198, + "FP": 164533, + "IoU": 0.18428296307823988, + "TN": 3474248, + "TP": 37893, + "n_pred": 202426, + "n_ref": 41091 + }, + "7": { + "Dice": 0.6934475229474487, + "FN": 23179, + "FP": 34665, + "IoU": 0.5307460168089042, + "TN": 3556604, + "TP": 65424, + "n_pred": 100089, + "n_ref": 88603 + }, + "8": { + "Dice": 0.899934965857075, + "FN": 10220, + "FP": 5782, + "IoU": 0.818074330085608, + "TN": 3591913, + "TP": 71957, + "n_pred": 77739, + "n_ref": 82177 + }, + "9": { + "Dice": 0.8284138087925838, + "FN": 551, + "FP": 2466, + "IoU": 0.7070873786407768, + "TN": 3669572, + "TP": 7283, + "n_pred": 9749, + "n_ref": 7834 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0021.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0021.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9318501967260893, + "FN": 3962, + "FP": 10068, + "IoU": 0.8723965438835835, + "TN": 2693762, + "TP": 95920, + "n_pred": 105988, + "n_ref": 99882 + }, + "10": { + "Dice": 0.8309877012805883, + "FN": 829, + "FP": 504, + "IoU": 0.7108459869848156, + "TN": 2799102, + "TP": 3277, + "n_pred": 3781, + "n_ref": 4106 + }, + "11": { + "Dice": 0.5516572979259546, + "FN": 1202, + "FP": 1111, + "IoU": 0.3808886509635974, + "TN": 2799976, + "TP": 1423, + "n_pred": 2534, + "n_ref": 2625 + }, + "12": { + "Dice": 0.6145936981757877, + "FN": 1373, + "FP": 951, + "IoU": 0.4436198228393584, + "TN": 2799535, + "TP": 1853, + "n_pred": 2804, + "n_ref": 3226 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 2803707, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "14": { + "Dice": 0.9104297985648309, + "FN": 3345, + "FP": 8563, + "IoU": 0.8355861764259185, + "TN": 2731285, + "TP": 60519, + "n_pred": 69082, + "n_ref": 63864 + }, + "15": { + "Dice": 0.6762512462612164, + "FN": 15338, + "FP": 898, + "IoU": 0.510860723646552, + "TN": 2770519, + "TP": 16957, + "n_pred": 17855, + "n_ref": 32295 + }, + "2": { + "Dice": 0.9508165554478222, + "FN": 1516, + "FP": 1071, + "IoU": 0.906244337331932, + "TN": 2776119, + "TP": 25006, + "n_pred": 26077, + "n_ref": 26522 + }, + "3": { + "Dice": 0.944214305440486, + "FN": 981, + "FP": 1443, + "IoU": 0.8943238294533089, + "TN": 2780774, + "TP": 20514, + "n_pred": 21957, + "n_ref": 21495 + }, + "4": { + "Dice": 0.8766269885415507, + "FN": 1593, + "FP": 1734, + "IoU": 0.7803525450584274, + "TN": 2788565, + "TP": 11820, + "n_pred": 13554, + "n_ref": 13413 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8804985453793936, + "FN": 2264, + "FP": 27804, + "IoU": 0.7865095143425164, + "TN": 2662872, + "TP": 110772, + "n_pred": 138576, + "n_ref": 113036 + }, + "7": { + "Dice": 0.7540820506818049, + "FN": 2935, + "FP": 5469, + "IoU": 0.6052421438301471, + "TN": 2782423, + "TP": 12885, + "n_pred": 18354, + "n_ref": 15820 + }, + "8": { + "Dice": 0.878695652173913, + "FN": 869, + "FP": 1363, + "IoU": 0.7836370686312524, + "TN": 2793396, + "TP": 8084, + "n_pred": 9447, + "n_ref": 8953 + }, + "9": { + "Dice": 0.6439873417721519, + "FN": 154, + "FP": 296, + "IoU": 0.4749124854142357, + "TN": 2802855, + "TP": 407, + "n_pred": 703, + "n_ref": 561 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0035.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0035.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6873065015479877, + "FN": 196, + "FP": 6, + "IoU": 0.5235849056603774, + "TN": 1576664, + "TP": 222, + "n_pred": 228, + "n_ref": 418 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9533649924435479, + "FN": 1198, + "FP": 6177, + "IoU": 0.910885825106635, + "TN": 1494329, + "TP": 75384, + "n_pred": 81561, + "n_ref": 76582 + }, + "15": { + "Dice": 0.8867731648891534, + "FN": 2851, + "FP": 4570, + "IoU": 0.7965790411447055, + "TN": 1540607, + "TP": 29060, + "n_pred": 33630, + "n_ref": 31911 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9750654314320136, + "FN": 968, + "FP": 2033, + "IoU": 0.9513440773047116, + "TN": 1515410, + "TP": 58677, + "n_pred": 60710, + "n_ref": 59645 + }, + "7": { + "Dice": 0.9241816218858854, + "FN": 3504, + "FP": 3940, + "IoU": 0.8590498551493003, + "TN": 1524275, + "TP": 45369, + "n_pred": 49309, + "n_ref": 48873 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0038.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0038.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6521739130434783, + "FN": 38, + "FP": 378, + "IoU": 0.4838709677419355, + "TN": 2452442, + "TP": 390, + "n_pred": 768, + "n_ref": 428 + }, + "10": { + "Dice": 0.6904631155043016, + "FN": 1795, + "FP": 1587, + "IoU": 0.5272574783337993, + "TN": 2446094, + "TP": 3772, + "n_pred": 5359, + "n_ref": 5567 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7451258419000355, + "FN": 395, + "FP": 324, + "IoU": 0.5937853107344633, + "TN": 2451478, + "TP": 1051, + "n_pred": 1375, + "n_ref": 1446 + }, + "13": { + "Dice": 0.029565217391304348, + "FN": 832, + "FP": 284, + "IoU": 0.01500441306266549, + "TN": 2452115, + "TP": 17, + "n_pred": 301, + "n_ref": 849 + }, + "14": { + "Dice": 0.9588539499494739, + "FN": 2742, + "FP": 719, + "IoU": 0.9209600803873207, + "TN": 2409460, + "TP": 40327, + "n_pred": 41046, + "n_ref": 43069 + }, + "15": { + "Dice": 0.6999571367338191, + "FN": 3826, + "FP": 374, + "IoU": 0.5384108143752061, + "TN": 2444149, + "TP": 4899, + "n_pred": 5273, + "n_ref": 8725 + }, + "2": { + "Dice": 0.6118101945350664, + "FN": 21896, + "FP": 593, + "IoU": 0.44072517470343936, + "TN": 2413037, + "TP": 17722, + "n_pred": 18315, + "n_ref": 39618 + }, + "3": { + "Dice": 0.7654302780030972, + "FN": 1834, + "FP": 23614, + "IoU": 0.6199976107991877, + "TN": 2386280, + "TP": 41520, + "n_pred": 65134, + "n_ref": 43354 + }, + "4": { + "Dice": 0.8865473862409153, + "FN": 2501, + "FP": 1386, + "IoU": 0.7962147425815246, + "TN": 2434174, + "TP": 15187, + "n_pred": 16573, + "n_ref": 17688 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.963019360452469, + "FN": 5491, + "FP": 1649, + "IoU": 0.9286763163415146, + "TN": 2353141, + "TP": 92967, + "n_pred": 94616, + "n_ref": 98458 + }, + "7": { + "Dice": 0.9358832972708871, + "FN": 11832, + "FP": 6540, + "IoU": 0.8794930996484231, + "TN": 2300792, + "TP": 134084, + "n_pred": 140624, + "n_ref": 145916 + }, + "8": { + "Dice": 0.918391660461653, + "FN": 239, + "FP": 857, + "IoU": 0.849098168800771, + "TN": 2445985, + "TP": 6167, + "n_pred": 7024, + "n_ref": 6406 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0042.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0042.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7508722958827634, + "FN": 197, + "FP": 160, + "IoU": 0.6011173184357542, + "TN": 2101889, + "TP": 538, + "n_pred": 698, + "n_ref": 735 + }, + "10": { + "Dice": 0.7159613181969756, + "FN": 14623, + "FP": 4968, + "IoU": 0.557585474910799, + "TN": 2058502, + "TP": 24691, + "n_pred": 29659, + "n_ref": 39314 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 27, + "IoU": 0.0, + "TN": 2102757, + "TP": 0, + "n_pred": 27, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 62, + "IoU": 0.0, + "TN": 2102722, + "TP": 0, + "n_pred": 62, + "n_ref": 0 + }, + "13": { + "Dice": 0.14213914116920906, + "FN": 4286, + "FP": 24901, + "IoU": 0.07650688182249644, + "TN": 2071179, + "TP": 2418, + "n_pred": 27319, + "n_ref": 6704 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9114941640256629, + "FN": 826, + "FP": 319, + "IoU": 0.8373810538275813, + "TN": 2095743, + "TP": 5896, + "n_pred": 6215, + "n_ref": 6722 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 170, + "IoU": 0.0, + "TN": 2102614, + "TP": 0, + "n_pred": 170, + "n_ref": 0 + }, + "4": { + "Dice": 0.9192965073074065, + "FN": 395, + "FP": 1234, + "IoU": 0.8506463738883286, + "TN": 2091877, + "TP": 9278, + "n_pred": 10512, + "n_ref": 9673 + }, + "5": { + "Dice": 0.6146400976006506, + "FN": 362, + "FP": 9114, + "IoU": 0.44366817354547056, + "TN": 2085751, + "TP": 7557, + "n_pred": 16671, + "n_ref": 7919 + }, + "6": { + "Dice": 0.973330039729101, + "FN": 5464, + "FP": 7492, + "IoU": 0.9480456986121192, + "TN": 1853411, + "TP": 236417, + "n_pred": 243909, + "n_ref": 241881 + }, + "7": { + "Dice": 0.3371000838126066, + "FN": 18005, + "FP": 4932, + "IoU": 0.2027182036219542, + "TN": 2074015, + "TP": 5832, + "n_pred": 10764, + "n_ref": 23837 + }, + "8": { + "Dice": 0.9258426966292135, + "FN": 781, + "FP": 176, + "IoU": 0.8619246861924686, + "TN": 2095853, + "TP": 5974, + "n_pred": 6150, + "n_ref": 6755 + }, + "9": { + "Dice": 0.7968713896205925, + "FN": 5440, + "FP": 12142, + "IoU": 0.6623326739518716, + "TN": 2050715, + "TP": 34487, + "n_pred": 46629, + "n_ref": 39927 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0044.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0044.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.886102506510015, + "FN": 1963, + "FP": 16495, + "IoU": 0.7954973520352766, + "TN": 2012526, + "TP": 71800, + "n_pred": 88295, + "n_ref": 73763 + }, + "10": { + "Dice": 0.49822138522703496, + "FN": 3029, + "FP": 1767, + "IoU": 0.33175421485300266, + "TN": 2095607, + "TP": 2381, + "n_pred": 4148, + "n_ref": 5410 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.3837243837243837, + "FN": 19599, + "FP": 11526, + "IoU": 0.23741271591326718, + "TN": 2061969, + "TP": 9690, + "n_pred": 21216, + "n_ref": 29289 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 20, + "FP": 0, + "IoU": 0.0, + "TN": 2102764, + "TP": 0, + "n_pred": 0, + "n_ref": 20 + }, + "2": { + "Dice": 0.4644791923171633, + "FN": 16082, + "FP": 1316, + "IoU": 0.3024896764623341, + "TN": 2077841, + "TP": 7545, + "n_pred": 8861, + "n_ref": 23627 + }, + "3": { + "Dice": 0.7929602455282213, + "FN": 1666, + "FP": 19921, + "IoU": 0.6569462543304834, + "TN": 2039858, + "TP": 41339, + "n_pred": 61260, + "n_ref": 43005 + }, + "4": { + "Dice": 0.8718874786987817, + "FN": 7403, + "FP": 2671, + "IoU": 0.7728727961401451, + "TN": 2058430, + "TP": 34280, + "n_pred": 36951, + "n_ref": 41683 + }, + "5": { + "Dice": 0.3323776758409786, + "FN": 3108, + "FP": 3878, + "IoU": 0.19931232091690546, + "TN": 2094059, + "TP": 1739, + "n_pred": 5617, + "n_ref": 4847 + }, + "6": { + "Dice": 0.8740281944578857, + "FN": 12108, + "FP": 19132, + "IoU": 0.7762434104973642, + "TN": 1963168, + "TP": 108376, + "n_pred": 127508, + "n_ref": 120484 + }, + "7": { + "Dice": 0.31411183513037094, + "FN": 211759, + "FP": 4970, + "IoU": 0.18631831083211942, + "TN": 1836428, + "TP": 49627, + "n_pred": 54597, + "n_ref": 261386 + }, + "8": { + "Dice": 0.861857252494244, + "FN": 363, + "FP": 717, + "IoU": 0.7572488199595415, + "TN": 2098335, + "TP": 3369, + "n_pred": 4086, + "n_ref": 3732 + }, + "9": { + "Dice": 0.4910637869405427, + "FN": 1700, + "FP": 8409, + "IoU": 0.3254370746029628, + "TN": 2087798, + "TP": 4877, + "n_pred": 13286, + "n_ref": 6577 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0050.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0050.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9451650667291033, + "FN": 283, + "FP": 888, + "IoU": 0.8960312527745716, + "TN": 2091521, + "TP": 10092, + "n_pred": 10980, + "n_ref": 10375 + }, + "10": { + "Dice": 0.0, + "FN": 3, + "FP": 3077, + "IoU": 0.0, + "TN": 2099704, + "TP": 0, + "n_pred": 3077, + "n_ref": 3 + }, + "11": { + "Dice": 0.6475735879077168, + "FN": 737, + "FP": 592, + "IoU": 0.4788235294117647, + "TN": 2100234, + "TP": 1221, + "n_pred": 1813, + "n_ref": 1958 + }, + "12": { + "Dice": 0.26487845766974016, + "FN": 70, + "FP": 807, + "IoU": 0.15265700483091788, + "TN": 2101749, + "TP": 158, + "n_pred": 965, + "n_ref": 228 + }, + "13": { + "Dice": 0.1665158371040724, + "FN": 457, + "FP": 464, + "IoU": 0.09081934846989141, + "TN": 2101771, + "TP": 92, + "n_pred": 556, + "n_ref": 549 + }, + "14": { + "Dice": 0.5454888382933434, + "FN": 1509, + "FP": 32228, + "IoU": 0.37503241821347855, + "TN": 2048802, + "TP": 20245, + "n_pred": 52473, + "n_ref": 21754 + }, + "15": { + "Dice": 0.4625540632824949, + "FN": 898, + "FP": 8546, + "IoU": 0.30085875037015103, + "TN": 2089276, + "TP": 4064, + "n_pred": 12610, + "n_ref": 4962 + }, + "2": { + "Dice": 0.9434169485568686, + "FN": 2225, + "FP": 5503, + "IoU": 0.8928942663506715, + "TN": 2030631, + "TP": 64425, + "n_pred": 69928, + "n_ref": 66650 + }, + "3": { + "Dice": 0.9581307350297985, + "FN": 1619, + "FP": 2807, + "IoU": 0.9196266434226774, + "TN": 2047716, + "TP": 50642, + "n_pred": 53449, + "n_ref": 52261 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9296453104073962, + "FN": 1896, + "FP": 4618, + "IoU": 0.8685394845714516, + "TN": 2053233, + "TP": 43037, + "n_pred": 47655, + "n_ref": 44933 + }, + "7": { + "Dice": 0.7465416806160027, + "FN": 9690, + "FP": 9237, + "IoU": 0.5955855644110168, + "TN": 2055983, + "TP": 27874, + "n_pred": 37111, + "n_ref": 37564 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0075.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0075.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7959174133229451, + "FN": 7907, + "FP": 5190, + "IoU": 0.6610156330883115, + "TN": 2414612, + "TP": 25539, + "n_pred": 30729, + "n_ref": 33446 + }, + "10": { + "Dice": 0.03614457831325301, + "FN": 160, + "FP": 0, + "IoU": 0.018404907975460124, + "TN": 2453085, + "TP": 3, + "n_pred": 3, + "n_ref": 163 + }, + "11": { + "Dice": 0.4676734308636149, + "FN": 2094, + "FP": 2418, + "IoU": 0.305204804434863, + "TN": 2446754, + "TP": 1982, + "n_pred": 4400, + "n_ref": 4076 + }, + "12": { + "Dice": 0.060085836909871244, + "FN": 0, + "FP": 219, + "IoU": 0.030973451327433628, + "TN": 2453022, + "TP": 7, + "n_pred": 226, + "n_ref": 7 + }, + "13": { + "Dice": 0.35062585919976846, + "FN": 8309, + "FP": 666, + "IoU": 0.2125811545885243, + "TN": 2441850, + "TP": 2423, + "n_pred": 3089, + "n_ref": 10732 + }, + "14": { + "Dice": 0.8907831646244007, + "FN": 1617, + "FP": 1253, + "IoU": 0.803073967339097, + "TN": 2438674, + "TP": 11704, + "n_pred": 12957, + "n_ref": 13321 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9218953750275195, + "FN": 6531, + "FP": 2693, + "IoU": 0.8551075226590849, + "TN": 2389587, + "TP": 54437, + "n_pred": 57130, + "n_ref": 60968 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 4774, + "IoU": 0.0, + "TN": 2448474, + "TP": 0, + "n_pred": 4774, + "n_ref": 0 + }, + "4": { + "Dice": 0.2445128994994224, + "FN": 10734, + "FP": 4962, + "IoU": 0.1392849309059004, + "TN": 2435012, + "TP": 2540, + "n_pred": 7502, + "n_ref": 13274 + }, + "5": { + "Dice": 0.7024886877828054, + "FN": 241, + "FP": 285, + "IoU": 0.5414123801220575, + "TN": 2452101, + "TP": 621, + "n_pred": 906, + "n_ref": 862 + }, + "6": { + "Dice": 0.8799241798219573, + "FN": 42005, + "FP": 75695, + "IoU": 0.7855934071338921, + "TN": 1904291, + "TP": 431257, + "n_pred": 506952, + "n_ref": 473262 + }, + "7": { + "Dice": 0.8155795015217571, + "FN": 2007, + "FP": 15929, + "IoU": 0.6885894853809292, + "TN": 2395652, + "TP": 39660, + "n_pred": 55589, + "n_ref": 41667 + }, + "8": { + "Dice": 0.9272682567002705, + "FN": 799, + "FP": 680, + "IoU": 0.8643990098102137, + "TN": 2442341, + "TP": 9428, + "n_pred": 10108, + "n_ref": 10227 + }, + "9": { + "Dice": 0.8751468228365344, + "FN": 1436, + "FP": 6111, + "IoU": 0.7780098243962703, + "TN": 2419251, + "TP": 26450, + "n_pred": 32561, + "n_ref": 27886 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0083.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0083.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9786870650653197, + "FN": 936, + "FP": 237, + "IoU": 0.9582636541540651, + "TN": 1899447, + "TP": 26932, + "n_pred": 27169, + "n_ref": 27868 + }, + "10": { + "Dice": 0.7299489336136978, + "FN": 682, + "FP": 217, + "IoU": 0.5747398297067171, + "TN": 1925438, + "TP": 1215, + "n_pred": 1432, + "n_ref": 1897 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8379734541922952, + "FN": 919, + "FP": 1083, + "IoU": 0.7211310767516367, + "TN": 1920373, + "TP": 5177, + "n_pred": 6260, + "n_ref": 6096 + }, + "14": { + "Dice": 0.9685920098459162, + "FN": 2560, + "FP": 5249, + "IoU": 0.9390968647636874, + "TN": 1799332, + "TP": 120411, + "n_pred": 125660, + "n_ref": 122971 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 1505, + "IoU": 0.0, + "TN": 1926047, + "TP": 0, + "n_pred": 1505, + "n_ref": 0 + }, + "2": { + "Dice": 0.922499965531029, + "FN": 5210, + "FP": 411, + "IoU": 0.8561484325015994, + "TN": 1888477, + "TP": 33454, + "n_pred": 33865, + "n_ref": 38664 + }, + "3": { + "Dice": 0.8316398713826366, + "FN": 130, + "FP": 2488, + "IoU": 0.7118009687362395, + "TN": 1918468, + "TP": 6466, + "n_pred": 8954, + "n_ref": 6596 + }, + "4": { + "Dice": 0.9561824460689778, + "FN": 228, + "FP": 749, + "IoU": 0.9160436538626794, + "TN": 1915915, + "TP": 10660, + "n_pred": 11409, + "n_ref": 10888 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9775566230879706, + "FN": 2110, + "FP": 11845, + "IoU": 0.9560985431196932, + "TN": 1609681, + "TP": 303916, + "n_pred": 315761, + "n_ref": 306026 + }, + "7": { + "Dice": 0.9830280319429539, + "FN": 6007, + "FP": 524, + "IoU": 0.9666225449862269, + "TN": 1731881, + "TP": 189140, + "n_pred": 189664, + "n_ref": 195147 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0104.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0104.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9544052171663988, + "FN": 4703, + "FP": 233, + "IoU": 0.9127868968319875, + "TN": 2046187, + "TP": 51661, + "n_pred": 51894, + "n_ref": 56364 + }, + "10": { + "Dice": 0.565753515963474, + "FN": 2506, + "FP": 4009, + "IoU": 0.3944604517148434, + "TN": 2092025, + "TP": 4244, + "n_pred": 8253, + "n_ref": 6750 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5948636273143539, + "FN": 678, + "FP": 1357, + "IoU": 0.4233493907622556, + "TN": 2099255, + "TP": 1494, + "n_pred": 2851, + "n_ref": 2172 + }, + "13": { + "Dice": 0.5714285714285714, + "FN": 46, + "FP": 275, + "IoU": 0.4, + "TN": 2102249, + "TP": 214, + "n_pred": 489, + "n_ref": 260 + }, + "14": { + "Dice": 0.8843760002845253, + "FN": 3225, + "FP": 26, + "IoU": 0.7927186942106605, + "TN": 2087100, + "TP": 12433, + "n_pred": 12459, + "n_ref": 15658 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9664661755761303, + "FN": 610, + "FP": 1871, + "IoU": 0.9351084141971595, + "TN": 2064551, + "TP": 35752, + "n_pred": 37623, + "n_ref": 36362 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9544428790001251, + "FN": 5716, + "FP": 5569, + "IoU": 0.9128557970007258, + "TN": 1973286, + "TP": 118213, + "n_pred": 123782, + "n_ref": 123929 + }, + "7": { + "Dice": 0.8897084774475895, + "FN": 5846, + "FP": 404, + "IoU": 0.8013287135636861, + "TN": 2071325, + "TP": 25209, + "n_pred": 25613, + "n_ref": 31055 + }, + "8": { + "Dice": 0.9659759869624506, + "FN": 261, + "FP": 762, + "IoU": 0.9341910582180766, + "TN": 2087239, + "TP": 14522, + "n_pred": 15284, + "n_ref": 14783 + }, + "9": { + "Dice": 0.7945205479452054, + "FN": 777, + "FP": 78, + "IoU": 0.6590909090909091, + "TN": 2100276, + "TP": 1653, + "n_pred": 1731, + "n_ref": 2430 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0119.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0119.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9340491814144628, + "FN": 495, + "FP": 500, + "IoU": 0.8762591717448078, + "TN": 1569047, + "TP": 7046, + "n_pred": 7546, + "n_ref": 7541 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.26034997865983783, + "FN": 8048, + "FP": 617, + "IoU": 0.14965652600588814, + "TN": 1566898, + "TP": 1525, + "n_pred": 2142, + "n_ref": 9573 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9527896995708155, + "FN": 14, + "FP": 52, + "IoU": 0.9098360655737705, + "TN": 1576356, + "TP": 666, + "n_pred": 718, + "n_ref": 680 + }, + "4": { + "Dice": 0.8906616611919287, + "FN": 229, + "FP": 4, + "IoU": 0.8028764805414551, + "TN": 1575906, + "TP": 949, + "n_pred": 953, + "n_ref": 1178 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.17186544342507645, + "FN": 13, + "FP": 2695, + "IoU": 0.09401137504182, + "TN": 1574099, + "TP": 281, + "n_pred": 2976, + "n_ref": 294 + }, + "8": { + "Dice": 0.8385291766586731, + "FN": 158, + "FP": 246, + "IoU": 0.7219545767377838, + "TN": 1575635, + "TP": 1049, + "n_pred": 1295, + "n_ref": 1207 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0134.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0134.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7089611613645543, + "FN": 23767, + "FP": 10, + "IoU": 0.5491400724349129, + "TN": 2225279, + "TP": 28960, + "n_pred": 28970, + "n_ref": 52727 + }, + "10": { + "Dice": 0.8658461538461538, + "FN": 1304, + "FP": 4, + "IoU": 0.7634291915355399, + "TN": 2272487, + "TP": 4221, + "n_pred": 4225, + "n_ref": 5525 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7523401979138807, + "FN": 9702, + "FP": 1410, + "IoU": 0.6030010718113612, + "TN": 2250026, + "TP": 16878, + "n_pred": 18288, + "n_ref": 26580 + }, + "14": { + "Dice": 0.9780674793259027, + "FN": 1244, + "FP": 647, + "IoU": 0.9570763817954829, + "TN": 2233961, + "TP": 42164, + "n_pred": 42811, + "n_ref": 43408 + }, + "15": { + "Dice": 0.8105065666041276, + "FN": 0, + "FP": 101, + "IoU": 0.6813880126182965, + "TN": 2277699, + "TP": 216, + "n_pred": 317, + "n_ref": 216 + }, + "2": { + "Dice": 0.8826994172567203, + "FN": 1666, + "FP": 2078, + "IoU": 0.7900286018731423, + "TN": 2260185, + "TP": 14087, + "n_pred": 16165, + "n_ref": 15753 + }, + "3": { + "Dice": 0.8100744495485506, + "FN": 1056, + "FP": 1342, + "IoU": 0.6807774227902024, + "TN": 2270504, + "TP": 5114, + "n_pred": 6456, + "n_ref": 6170 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 20486, + "IoU": 0.0, + "TN": 2257530, + "TP": 0, + "n_pred": 20486, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 2050, + "IoU": 0.0, + "TN": 2275966, + "TP": 0, + "n_pred": 2050, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0147.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0147.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 6701, + "IoU": 0.0, + "TN": 3497939, + "TP": 0, + "n_pred": 6701, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 165, + "IoU": 0.0, + "TN": 3504475, + "TP": 0, + "n_pred": 165, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3504640, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7323943661971831, + "FN": 75, + "FP": 1, + "IoU": 0.5777777777777777, + "TN": 3504460, + "TP": 104, + "n_pred": 105, + "n_ref": 179 + }, + "13": { + "Dice": 0.33182394493751133, + "FN": 7340, + "FP": 38, + "IoU": 0.198914223669924, + "TN": 3495430, + "TP": 1832, + "n_pred": 1870, + "n_ref": 9172 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 69661, + "IoU": 0.0, + "TN": 3434979, + "TP": 0, + "n_pred": 69661, + "n_ref": 0 + }, + "15": { + "Dice": 0.018108651911468814, + "FN": 783, + "FP": 8977, + "IoU": 0.009137055837563452, + "TN": 3494790, + "TP": 90, + "n_pred": 9067, + "n_ref": 873 + }, + "2": { + "Dice": 0.9251700680272109, + "FN": 94, + "FP": 16, + "IoU": 0.8607594936708861, + "TN": 3503850, + "TP": 680, + "n_pred": 696, + "n_ref": 774 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1083, + "IoU": 0.0, + "TN": 3503557, + "TP": 0, + "n_pred": 1083, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 5927, + "IoU": 0.0, + "TN": 3498713, + "TP": 0, + "n_pred": 5927, + "n_ref": 0 + }, + "5": { + "Dice": 0.3886549292201532, + "FN": 3321, + "FP": 8728, + "IoU": 0.24119906795138232, + "TN": 3488761, + "TP": 3830, + "n_pred": 12558, + "n_ref": 7151 + }, + "6": { + "Dice": 0.7551473595297337, + "FN": 4845, + "FP": 59218, + "IoU": 0.6066158635808193, + "TN": 3341789, + "TP": 98788, + "n_pred": 158006, + "n_ref": 103633 + }, + "7": { + "Dice": 0.6575395795484038, + "FN": 3312, + "FP": 60024, + "IoU": 0.4898018366360561, + "TN": 3380500, + "TP": 60804, + "n_pred": 120828, + "n_ref": 64116 + }, + "8": { + "Dice": 0.9524755141193497, + "FN": 435, + "FP": 2389, + "IoU": 0.9092632458310574, + "TN": 3473517, + "TP": 28299, + "n_pred": 30688, + "n_ref": 28734 + }, + "9": { + "Dice": 0.672674078408426, + "FN": 1692, + "FP": 1105, + "IoU": 0.5067889261153236, + "TN": 3498969, + "TP": 2874, + "n_pred": 3979, + "n_ref": 4566 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0171.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0171.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 207, + "IoU": 0.0, + "TN": 2978737, + "TP": 0, + "n_pred": 207, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9836110788526303, + "FN": 1415, + "FP": 843, + "IoU": 0.9677506891183569, + "TN": 2908927, + "TP": 67759, + "n_pred": 68602, + "n_ref": 69174 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 36, + "IoU": 0.0, + "TN": 2978908, + "TP": 0, + "n_pred": 36, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9501454508977831, + "FN": 137, + "FP": 360, + "IoU": 0.9050257978215173, + "TN": 2973711, + "TP": 4736, + "n_pred": 5096, + "n_ref": 4873 + }, + "5": { + "Dice": 0.3892857142857143, + "FN": 4209, + "FP": 1263, + "IoU": 0.24168514412416853, + "TN": 2971728, + "TP": 1744, + "n_pred": 3007, + "n_ref": 5953 + }, + "6": { + "Dice": 0.957745235636293, + "FN": 2118, + "FP": 2669, + "IoU": 0.9189166299671399, + "TN": 2919906, + "TP": 54251, + "n_pred": 56920, + "n_ref": 56369 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9660743134087237, + "FN": 1805, + "FP": 64, + "IoU": 0.934375, + "TN": 2950464, + "TP": 26611, + "n_pred": 26675, + "n_ref": 28416 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0179.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0179.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.20620972466315174, + "FN": 4064, + "FP": 1, + "IoU": 0.11495754408883083, + "TN": 3324815, + "TP": 528, + "n_pred": 529, + "n_ref": 4592 + }, + "10": { + "Dice": 1.0, + "FN": 0, + "FP": 0, + "IoU": 1.0, + "TN": 3329403, + "TP": 5, + "n_pred": 5, + "n_ref": 5 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 935, + "FP": 0, + "IoU": 0.0, + "TN": 3328473, + "TP": 0, + "n_pred": 0, + "n_ref": 935 + }, + "14": { + "Dice": 0.40539083557951483, + "FN": 1370, + "FP": 15175, + "IoU": 0.2542258282623394, + "TN": 3307223, + "TP": 5640, + "n_pred": 20815, + "n_ref": 7010 + }, + "15": { + "Dice": 0.3064123310286209, + "FN": 31029, + "FP": 11404, + "IoU": 0.1809249893834691, + "TN": 3277602, + "TP": 9373, + "n_pred": 20777, + "n_ref": 40402 + }, + "2": { + "Dice": 0.9556629544021853, + "FN": 131, + "FP": 80, + "IoU": 0.9150905432595573, + "TN": 3326923, + "TP": 2274, + "n_pred": 2354, + "n_ref": 2405 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.37746478873239436, + "FN": 218, + "FP": 3, + "IoU": 0.2326388888888889, + "TN": 3329120, + "TP": 67, + "n_pred": 70, + "n_ref": 285 + }, + "6": { + "Dice": 0.9441062233026462, + "FN": 10392, + "FP": 8071, + "IoU": 0.8941299249396478, + "TN": 3155015, + "TP": 155930, + "n_pred": 164001, + "n_ref": 166322 + }, + "7": { + "Dice": 0.9561989606533037, + "FN": 1588, + "FP": 2424, + "IoU": 0.9160739687055477, + "TN": 3281604, + "TP": 43792, + "n_pred": 46216, + "n_ref": 45380 + }, + "8": { + "Dice": 0.6825703254274683, + "FN": 2185, + "FP": 117, + "IoU": 0.5181075989114508, + "TN": 3324631, + "TP": 2475, + "n_pred": 2592, + "n_ref": 4660 + }, + "9": { + "Dice": 0.6264150943396226, + "FN": 30, + "FP": 69, + "IoU": 0.45604395604395603, + "TN": 3329226, + "TP": 83, + "n_pred": 152, + "n_ref": 113 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0185.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0185.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 5113, + "IoU": 0.0, + "TN": 1922439, + "TP": 0, + "n_pred": 5113, + "n_ref": 0 + }, + "10": { + "Dice": 0.8894793117972978, + "FN": 2186, + "FP": 1225, + "IoU": 0.8009569936394935, + "TN": 1910415, + "TP": 13726, + "n_pred": 14951, + "n_ref": 15912 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5649717514124294, + "FN": 845, + "FP": 79, + "IoU": 0.3937007874015748, + "TN": 1926028, + "TP": 600, + "n_pred": 679, + "n_ref": 1445 + }, + "13": { + "Dice": 0.8215330041704616, + "FN": 2581, + "FP": 1142, + "IoU": 0.697120078099577, + "TN": 1915260, + "TP": 8569, + "n_pred": 9711, + "n_ref": 11150 + }, + "14": { + "Dice": 0.9058639784182877, + "FN": 1122, + "FP": 1530, + "IoU": 0.8279262912016611, + "TN": 1912140, + "TP": 12760, + "n_pred": 14290, + "n_ref": 13882 + }, + "15": { + "Dice": 0.7437366096803812, + "FN": 3279, + "FP": 14304, + "IoU": 0.5920228316859251, + "TN": 1884454, + "TP": 25515, + "n_pred": 39819, + "n_ref": 28794 + }, + "2": { + "Dice": 0.9169769666642137, + "FN": 10677, + "FP": 605, + "IoU": 0.8466827929225668, + "TN": 1853966, + "TP": 62304, + "n_pred": 62909, + "n_ref": 72981 + }, + "3": { + "Dice": 0.8164287739861991, + "FN": 786, + "FP": 10866, + "IoU": 0.6898011340947209, + "TN": 1889989, + "TP": 25911, + "n_pred": 36777, + "n_ref": 26697 + }, + "4": { + "Dice": 0.0, + "FN": 6409, + "FP": 2606, + "IoU": 0.0, + "TN": 1918537, + "TP": 0, + "n_pred": 2606, + "n_ref": 6409 + }, + "5": { + "Dice": 0.30481571159537263, + "FN": 4585, + "FP": 583, + "IoU": 0.17981272813839072, + "TN": 1921251, + "TP": 1133, + "n_pred": 1716, + "n_ref": 5718 + }, + "6": { + "Dice": 0.8373998948285144, + "FN": 154727, + "FP": 1733, + "IoU": 0.7202819706480211, + "TN": 1368203, + "TP": 402889, + "n_pred": 404622, + "n_ref": 557616 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 124043, + "IoU": 0.0, + "TN": 1803509, + "TP": 0, + "n_pred": 124043, + "n_ref": 0 + }, + "8": { + "Dice": 0.7199389657345673, + "FN": 302, + "FP": 8141, + "IoU": 0.5624254988338948, + "TN": 1908257, + "TP": 10852, + "n_pred": 18993, + "n_ref": 11154 + }, + "9": { + "Dice": 0.7740159647674099, + "FN": 7745, + "FP": 2107, + "IoU": 0.6313426133812303, + "TN": 1900828, + "TP": 16872, + "n_pred": 18979, + "n_ref": 24617 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0197.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0197.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.975246093308022, + "FN": 1078, + "FP": 891, + "IoU": 0.9516880950044165, + "TN": 2938188, + "TP": 38787, + "n_pred": 39678, + "n_ref": 39865 + }, + "10": { + "Dice": 0.6925064599483204, + "FN": 72, + "FP": 47, + "IoU": 0.5296442687747036, + "TN": 2978691, + "TP": 134, + "n_pred": 181, + "n_ref": 206 + }, + "11": { + "Dice": 0.7332814257288692, + "FN": 1807, + "FP": 1276, + "IoU": 0.5788826663024177, + "TN": 2971623, + "TP": 4238, + "n_pred": 5514, + "n_ref": 6045 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 174, + "IoU": 0.0, + "TN": 2978770, + "TP": 0, + "n_pred": 174, + "n_ref": 0 + }, + "13": { + "Dice": 0.8628824559596168, + "FN": 2199, + "FP": 463, + "IoU": 0.7588331219423808, + "TN": 2967906, + "TP": 8376, + "n_pred": 8839, + "n_ref": 10575 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9111569443903957, + "FN": 2909, + "FP": 1657, + "IoU": 0.8368120085775554, + "TN": 2950964, + "TP": 23414, + "n_pred": 25071, + "n_ref": 26323 + }, + "3": { + "Dice": 0.8735353255217361, + "FN": 282, + "FP": 3366, + "IoU": 0.7754662399212162, + "TN": 2962697, + "TP": 12599, + "n_pred": 15965, + "n_ref": 12881 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.9191548001837391, + "FN": 449, + "FP": 255, + "IoU": 0.8504037399065023, + "TN": 2974238, + "TP": 4002, + "n_pred": 4257, + "n_ref": 4451 + }, + "6": { + "Dice": 0.9753702146611533, + "FN": 3357, + "FP": 9473, + "IoU": 0.9519245181210468, + "TN": 2712072, + "TP": 254042, + "n_pred": 263515, + "n_ref": 257399 + }, + "7": { + "Dice": 0.9648431598154411, + "FN": 2689, + "FP": 3361, + "IoU": 0.9320743701441595, + "TN": 2889876, + "TP": 83018, + "n_pred": 86379, + "n_ref": 85707 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 19, + "IoU": 0.0, + "TN": 2978925, + "TP": 0, + "n_pred": 19, + "n_ref": 0 + }, + "9": { + "Dice": 0.920812894183602, + "FN": 1164, + "FP": 644, + "IoU": 0.8532467532467533, + "TN": 2966624, + "TP": 10512, + "n_pred": 11156, + "n_ref": 11676 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0214.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0214.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.808586553937443, + "FN": 2795, + "FP": 7076, + "IoU": 0.6786783854166667, + "TN": 2597760, + "TP": 20849, + "n_pred": 27925, + "n_ref": 23644 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7923250564334086, + "FN": 7346, + "FP": 3510, + "IoU": 0.6560747663551402, + "TN": 2596915, + "TP": 20709, + "n_pred": 24219, + "n_ref": 28055 + }, + "14": { + "Dice": 0.7188264058679706, + "FN": 5, + "FP": 225, + "IoU": 0.5610687022900763, + "TN": 2627956, + "TP": 294, + "n_pred": 519, + "n_ref": 299 + }, + "15": { + "Dice": 0.8271212313954968, + "FN": 1036, + "FP": 323, + "IoU": 0.7052060737527115, + "TN": 2623870, + "TP": 3251, + "n_pred": 3574, + "n_ref": 4287 + }, + "2": { + "Dice": 0.9505151693152772, + "FN": 1812, + "FP": 1305, + "IoU": 0.9056969110216925, + "TN": 2595427, + "TP": 29936, + "n_pred": 31241, + "n_ref": 31748 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 1314, + "FP": 1741, + "IoU": 0.0, + "TN": 2625425, + "TP": 0, + "n_pred": 1741, + "n_ref": 1314 + }, + "5": { + "Dice": 0.12273524254821741, + "FN": 1500, + "FP": 1, + "IoU": 0.06537982565379825, + "TN": 2626874, + "TP": 105, + "n_pred": 106, + "n_ref": 1605 + }, + "6": { + "Dice": 0.9739941941150048, + "FN": 434, + "FP": 7324, + "IoU": 0.9493067081378481, + "TN": 2475442, + "TP": 145280, + "n_pred": 152604, + "n_ref": 145714 + }, + "7": { + "Dice": 0.8471552555448408, + "FN": 125, + "FP": 509, + "IoU": 0.7348389795064827, + "TN": 2626089, + "TP": 1757, + "n_pred": 2266, + "n_ref": 1882 + }, + "8": { + "Dice": 0.13043478260869565, + "FN": 10, + "FP": 630, + "IoU": 0.06976744186046512, + "TN": 2627792, + "TP": 48, + "n_pred": 678, + "n_ref": 58 + }, + "9": { + "Dice": 0.95613788675308, + "FN": 123, + "FP": 970, + "IoU": 0.91596186375519, + "TN": 2615474, + "TP": 11913, + "n_pred": 12883, + "n_ref": 12036 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0217.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0217.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9850928783555581, + "FN": 709, + "FP": 827, + "IoU": 0.9706236731883642, + "TN": 1524801, + "TP": 50751, + "n_pred": 51578, + "n_ref": 51460 + }, + "10": { + "Dice": 0.8607098021242253, + "FN": 8964, + "FP": 5016, + "IoU": 0.7554789848354992, + "TN": 1519915, + "TP": 43193, + "n_pred": 48209, + "n_ref": 52157 + }, + "11": { + "Dice": 0.759545923632611, + "FN": 23, + "FP": 443, + "IoU": 0.6123128119800333, + "TN": 1575886, + "TP": 736, + "n_pred": 1179, + "n_ref": 759 + }, + "12": { + "Dice": 0.15339233038348082, + "FN": 252, + "FP": 35, + "IoU": 0.08306709265175719, + "TN": 1576775, + "TP": 26, + "n_pred": 61, + "n_ref": 278 + }, + "13": { + "Dice": 0.8478900883218842, + "FN": 2662, + "FP": 6793, + "IoU": 0.7359454855195912, + "TN": 1541281, + "TP": 26352, + "n_pred": 33145, + "n_ref": 29014 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.969941072597766, + "FN": 1305, + "FP": 1725, + "IoU": 0.9416364897141536, + "TN": 1525172, + "TP": 48886, + "n_pred": 50611, + "n_ref": 50191 + }, + "3": { + "Dice": 0.9436764229398423, + "FN": 1298, + "FP": 788, + "IoU": 0.8933592352129237, + "TN": 1557527, + "TP": 17475, + "n_pred": 18263, + "n_ref": 18773 + }, + "4": { + "Dice": 0.7859066427289049, + "FN": 708, + "FP": 246, + "IoU": 0.6473197781885397, + "TN": 1574383, + "TP": 1751, + "n_pred": 1997, + "n_ref": 2459 + }, + "5": { + "Dice": 0.5539192399049881, + "FN": 2284, + "FP": 533, + "IoU": 0.38304862023653086, + "TN": 1572522, + "TP": 1749, + "n_pred": 2282, + "n_ref": 4033 + }, + "6": { + "Dice": 0.9782371504347535, + "FN": 4649, + "FP": 5723, + "IoU": 0.957401368478984, + "TN": 1333606, + "TP": 233110, + "n_pred": 238833, + "n_ref": 237759 + }, + "7": { + "Dice": 0.9402179193559581, + "FN": 2178, + "FP": 2129, + "IoU": 0.8871804274937133, + "TN": 1538912, + "TP": 33869, + "n_pred": 35998, + "n_ref": 36047 + }, + "8": { + "Dice": 0.6074232472888346, + "FN": 25008, + "FP": 694, + "IoU": 0.436186548501733, + "TN": 1531502, + "TP": 19884, + "n_pred": 20578, + "n_ref": 44892 + }, + "9": { + "Dice": 0.9112704195557645, + "FN": 427, + "FP": 328, + "IoU": 0.8370034542314335, + "TN": 1572456, + "TP": 3877, + "n_pred": 4205, + "n_ref": 4304 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0226.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0226.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9249720044792833, + "FN": 79, + "FP": 122, + "IoU": 0.8604166666666667, + "TN": 1400416, + "TP": 1239, + "n_pred": 1361, + "n_ref": 1318 + }, + "10": { + "Dice": 0.6895856843462841, + "FN": 7041, + "FP": 661, + "IoU": 0.5262348526788461, + "TN": 1385599, + "TP": 8555, + "n_pred": 9216, + "n_ref": 15596 + }, + "11": { + "Dice": 0.7321268589858448, + "FN": 106, + "FP": 1389, + "IoU": 0.5774448841153194, + "TN": 1398318, + "TP": 2043, + "n_pred": 3432, + "n_ref": 2149 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 30, + "IoU": 0.0, + "TN": 1401826, + "TP": 0, + "n_pred": 30, + "n_ref": 0 + }, + "14": { + "Dice": 0.4931506849315068, + "FN": 0, + "FP": 37, + "IoU": 0.32727272727272727, + "TN": 1401801, + "TP": 18, + "n_pred": 55, + "n_ref": 18 + }, + "15": { + "Dice": 0.8832851589753813, + "FN": 1785, + "FP": 2899, + "IoU": 0.7909675116029989, + "TN": 1379448, + "TP": 17724, + "n_pred": 20623, + "n_ref": 19509 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.981543007644376, + "FN": 2376, + "FP": 4807, + "IoU": 0.9637549891764516, + "TN": 1203677, + "TP": 190996, + "n_pred": 195803, + "n_ref": 193372 + }, + "7": { + "Dice": 0.4395716471188169, + "FN": 675, + "FP": 4820, + "IoU": 0.28169934640522876, + "TN": 1394206, + "TP": 2155, + "n_pred": 6975, + "n_ref": 2830 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 1401851, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "9": { + "Dice": 0.577570093457944, + "FN": 426, + "FP": 26, + "IoU": 0.4060446780551905, + "TN": 1401095, + "TP": 309, + "n_pred": 335, + "n_ref": 735 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0299.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0299.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.976312971168182, + "FN": 384, + "FP": 1872, + "IoU": 0.9537221276333874, + "TN": 1528339, + "TP": 46493, + "n_pred": 48365, + "n_ref": 46877 + }, + "10": { + "Dice": 0.8875064800414723, + "FN": 1645, + "FP": 1393, + "IoU": 0.7977632805219013, + "TN": 1562066, + "TP": 11984, + "n_pred": 13377, + "n_ref": 13629 + }, + "11": { + "Dice": 0.6239669421487604, + "FN": 61, + "FP": 121, + "IoU": 0.45345345345345345, + "TN": 1576755, + "TP": 151, + "n_pred": 272, + "n_ref": 212 + }, + "12": { + "Dice": 0.7810320781032078, + "FN": 25, + "FP": 132, + "IoU": 0.6407322654462243, + "TN": 1576651, + "TP": 280, + "n_pred": 412, + "n_ref": 305 + }, + "13": { + "Dice": 0.7270294857387488, + "FN": 3605, + "FP": 1496, + "IoU": 0.5711282999831848, + "TN": 1565194, + "TP": 6793, + "n_pred": 8289, + "n_ref": 10398 + }, + "14": { + "Dice": 0.8146477965896967, + "FN": 6526, + "FP": 2681, + "IoU": 0.6872622282608696, + "TN": 1547648, + "TP": 20233, + "n_pred": 22914, + "n_ref": 26759 + }, + "15": { + "Dice": 0.4374718581889708, + "FN": 22993, + "FP": 744, + "IoU": 0.27997694664361333, + "TN": 1544121, + "TP": 9230, + "n_pred": 9974, + "n_ref": 32223 + }, + "2": { + "Dice": 0.8275723067620679, + "FN": 9596, + "FP": 670, + "IoU": 0.7058621282447998, + "TN": 1542186, + "TP": 24636, + "n_pred": 25306, + "n_ref": 34232 + }, + "3": { + "Dice": 0.19614147909967847, + "FN": 389, + "FP": 9111, + "IoU": 0.10873440285204991, + "TN": 1566429, + "TP": 1159, + "n_pred": 10270, + "n_ref": 1548 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8119891008174387, + "FN": 1303, + "FP": 629, + "IoU": 0.6834862385321101, + "TN": 1570984, + "TP": 4172, + "n_pred": 4801, + "n_ref": 5475 + }, + "6": { + "Dice": 0.9425173069513665, + "FN": 8055, + "FP": 1195, + "IoU": 0.8912839076677166, + "TN": 1492004, + "TP": 75834, + "n_pred": 77029, + "n_ref": 83889 + }, + "7": { + "Dice": 0.8610953622859735, + "FN": 19, + "FP": 1206, + "IoU": 0.756073277578654, + "TN": 1572066, + "TP": 3797, + "n_pred": 5003, + "n_ref": 3816 + }, + "8": { + "Dice": 0.9567404041306595, + "FN": 1052, + "FP": 2337, + "IoU": 0.9170683959378442, + "TN": 1536223, + "TP": 37476, + "n_pred": 39813, + "n_ref": 38528 + }, + "9": { + "Dice": 0.9355116281811002, + "FN": 899, + "FP": 4572, + "IoU": 0.8788368693803428, + "TN": 1531934, + "TP": 39683, + "n_pred": 44255, + "n_ref": 40582 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0302.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0302.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8217075815285385, + "FN": 1115, + "FP": 11711, + "IoU": 0.6973715256476806, + "TN": 2060402, + "TP": 29556, + "n_pred": 41267, + "n_ref": 30671 + }, + "10": { + "Dice": 0.7661992263056093, + "FN": 4882, + "FP": 920, + "IoU": 0.6210072506368802, + "TN": 2087475, + "TP": 9507, + "n_pred": 10427, + "n_ref": 14389 + }, + "11": { + "Dice": 0.4539877300613497, + "FN": 169, + "FP": 98, + "IoU": 0.29365079365079366, + "TN": 2102406, + "TP": 111, + "n_pred": 209, + "n_ref": 280 + }, + "12": { + "Dice": 0.5853658536585366, + "FN": 14, + "FP": 3, + "IoU": 0.41379310344827586, + "TN": 2102755, + "TP": 12, + "n_pred": 15, + "n_ref": 26 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.931433177575979, + "FN": 1927, + "FP": 8961, + "IoU": 0.8716658219492934, + "TN": 2017943, + "TP": 73953, + "n_pred": 82914, + "n_ref": 75880 + }, + "3": { + "Dice": 0.9575733909128498, + "FN": 1150, + "FP": 2544, + "IoU": 0.9186002952777594, + "TN": 2057403, + "TP": 41687, + "n_pred": 44231, + "n_ref": 42837 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9078753937696885, + "FN": 6828, + "FP": 3700, + "IoU": 0.8312928658419332, + "TN": 2040380, + "TP": 51876, + "n_pred": 55576, + "n_ref": 58704 + }, + "7": { + "Dice": 0.7187224039501996, + "FN": 15599, + "FP": 7016, + "IoU": 0.5609419895938494, + "TN": 2051276, + "TP": 28893, + "n_pred": 35909, + "n_ref": 44492 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0358.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0358.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6700985276209455, + "FN": 418, + "FP": 5542, + "IoU": 0.503870806626155, + "TN": 2791699, + "TP": 6053, + "n_pred": 11595, + "n_ref": 6471 + }, + "10": { + "Dice": 0.03125, + "FN": 62, + "FP": 0, + "IoU": 0.015873015873015872, + "TN": 2803649, + "TP": 1, + "n_pred": 1, + "n_ref": 63 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7595953997505889, + "FN": 517, + "FP": 1218, + "IoU": 0.6123771224307417, + "TN": 2799236, + "TP": 2741, + "n_pred": 3959, + "n_ref": 3258 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.00237467018469657, + "FN": 7098, + "FP": 464, + "IoU": 0.0011887465328226125, + "TN": 2796141, + "TP": 9, + "n_pred": 473, + "n_ref": 7107 + }, + "3": { + "Dice": 0.31728350700682717, + "FN": 149, + "FP": 11251, + "IoU": 0.18855434550501815, + "TN": 2789663, + "TP": 2649, + "n_pred": 13900, + "n_ref": 2798 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 2803706, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "5": { + "Dice": 0.20930232558139536, + "FN": 102, + "FP": 34, + "IoU": 0.11688311688311688, + "TN": 2803558, + "TP": 18, + "n_pred": 52, + "n_ref": 120 + }, + "6": { + "Dice": 0.9366809712422948, + "FN": 20272, + "FP": 5018, + "IoU": 0.8809030459434514, + "TN": 2591364, + "TP": 187058, + "n_pred": 192076, + "n_ref": 207330 + }, + "7": { + "Dice": 0.7842924357582338, + "FN": 50821, + "FP": 11163, + "IoU": 0.6451324799047335, + "TN": 2629044, + "TP": 112684, + "n_pred": 123847, + "n_ref": 163505 + }, + "8": { + "Dice": 0.9200235802711731, + "FN": 201, + "FP": 613, + "IoU": 0.8518922852983989, + "TN": 2798216, + "TP": 4682, + "n_pred": 5295, + "n_ref": 4883 + }, + "9": { + "Dice": 0.6301369863013698, + "FN": 23, + "FP": 4, + "IoU": 0.46, + "TN": 2803662, + "TP": 23, + "n_pred": 27, + "n_ref": 46 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0362.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0362.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9817266700471388, + "FN": 1578, + "FP": 1341, + "IoU": 0.9641091848026558, + "TN": 2196686, + "TP": 78411, + "n_pred": 79752, + "n_ref": 79989 + }, + "10": { + "Dice": 0.8905305902786271, + "FN": 576, + "FP": 3899, + "IoU": 0.8026634916435155, + "TN": 2255339, + "TP": 18202, + "n_pred": 22101, + "n_ref": 18778 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5601637107776262, + "FN": 1790, + "FP": 1434, + "IoU": 0.38904680689785864, + "TN": 2272739, + "TP": 2053, + "n_pred": 3487, + "n_ref": 3843 + }, + "14": { + "Dice": 0.39896277088349696, + "FN": 2580, + "FP": 665, + "IoU": 0.24919018972697826, + "TN": 2273694, + "TP": 1077, + "n_pred": 1742, + "n_ref": 3657 + }, + "15": { + "Dice": 0.7799410411739933, + "FN": 25868, + "FP": 1304, + "IoU": 0.6392650416865806, + "TN": 2202692, + "TP": 48152, + "n_pred": 49456, + "n_ref": 74020 + }, + "2": { + "Dice": 0.9614118266824707, + "FN": 118, + "FP": 175, + "IoU": 0.9256910981486178, + "TN": 2274073, + "TP": 3650, + "n_pred": 3825, + "n_ref": 3768 + }, + "3": { + "Dice": 0.9559065552397034, + "FN": 1382, + "FP": 681, + "IoU": 0.9155373592630501, + "TN": 2253591, + "TP": 22362, + "n_pred": 23043, + "n_ref": 23744 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 12, + "IoU": 0.0, + "TN": 2278004, + "TP": 0, + "n_pred": 12, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7684803001876173, + "FN": 98, + "FP": 519, + "IoU": 0.6240097501523462, + "TN": 2276375, + "TP": 1024, + "n_pred": 1543, + "n_ref": 1122 + }, + "7": { + "Dice": 0.8864581553010882, + "FN": 1163, + "FP": 10795, + "IoU": 0.7960708073263072, + "TN": 2219378, + "TP": 46680, + "n_pred": 57475, + "n_ref": 47843 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0374.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0374.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8045148895292987, + "FN": 771, + "FP": 43, + "IoU": 0.6729610285255122, + "TN": 1749831, + "TP": 1675, + "n_pred": 1718, + "n_ref": 2446 + }, + "11": { + "Dice": 0.7763747454175153, + "FN": 154, + "FP": 395, + "IoU": 0.6344873501997337, + "TN": 1750818, + "TP": 953, + "n_pred": 1348, + "n_ref": 1107 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7179091928251121, + "FN": 3961, + "FP": 65, + "IoU": 0.5599519073122745, + "TN": 1743171, + "TP": 5123, + "n_pred": 5188, + "n_ref": 9084 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 18188, + "FP": 0, + "IoU": 0.0, + "TN": 1734132, + "TP": 0, + "n_pred": 0, + "n_ref": 18188 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 17976, + "IoU": 0.0, + "TN": 1734344, + "TP": 0, + "n_pred": 17976, + "n_ref": 0 + }, + "4": { + "Dice": 0.6901896797878849, + "FN": 329, + "FP": 1190, + "IoU": 0.5269386483961382, + "TN": 1749109, + "TP": 1692, + "n_pred": 2882, + "n_ref": 2021 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9612220474809056, + "FN": 5168, + "FP": 7210, + "IoU": 0.9253392846371916, + "TN": 1586530, + "TP": 153412, + "n_pred": 160622, + "n_ref": 158580 + }, + "7": { + "Dice": 0.9551499616294433, + "FN": 4667, + "FP": 1002, + "IoU": 0.9141502862161917, + "TN": 1686286, + "TP": 60365, + "n_pred": 61367, + "n_ref": 65032 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8305519094943434, + "FN": 1864, + "FP": 3558, + "IoU": 0.7102084446819883, + "TN": 1733610, + "TP": 13288, + "n_pred": 16846, + "n_ref": 15152 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0387.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0387.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7175989085948158, + "FN": 207, + "FP": 0, + "IoU": 0.5595744680851064, + "TN": 2102314, + "TP": 263, + "n_pred": 263, + "n_ref": 470 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.4810126582278481, + "FN": 858, + "FP": 3, + "IoU": 0.31666666666666665, + "TN": 2101524, + "TP": 399, + "n_pred": 402, + "n_ref": 1257 + }, + "13": { + "Dice": 0.25, + "FN": 4665, + "FP": 3, + "IoU": 0.14285714285714285, + "TN": 2097338, + "TP": 778, + "n_pred": 781, + "n_ref": 5443 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 447, + "IoU": 0.0, + "TN": 2102337, + "TP": 0, + "n_pred": 447, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9547207086639263, + "FN": 1598, + "FP": 4086, + "IoU": 0.9133642238751372, + "TN": 2037176, + "TP": 59924, + "n_pred": 64010, + "n_ref": 61522 + }, + "3": { + "Dice": 0.9189709064679009, + "FN": 846, + "FP": 2861, + "IoU": 0.8500889679715302, + "TN": 2078056, + "TP": 21021, + "n_pred": 23882, + "n_ref": 21867 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.9075021936238666, + "FN": 653, + "FP": 1877, + "IoU": 0.8306672913459607, + "TN": 2087843, + "TP": 12411, + "n_pred": 14288, + "n_ref": 13064 + }, + "6": { + "Dice": 0.9710098732179997, + "FN": 2003, + "FP": 5273, + "IoU": 0.9436532459788274, + "TN": 1973655, + "TP": 121853, + "n_pred": 127126, + "n_ref": 123856 + }, + "7": { + "Dice": 0.916492329149233, + "FN": 1696, + "FP": 2136, + "IoU": 0.8458567980691875, + "TN": 2077924, + "TP": 21028, + "n_pred": 23164, + "n_ref": 22724 + }, + "8": { + "Dice": 0.9197685808742501, + "FN": 4383, + "FP": 859, + "IoU": 0.8514551276601774, + "TN": 2067495, + "TP": 30047, + "n_pred": 30906, + "n_ref": 34430 + }, + "9": { + "Dice": 0.835267401404196, + "FN": 6527, + "FP": 1380, + "IoU": 0.7171323292669839, + "TN": 2074831, + "TP": 20046, + "n_pred": 21426, + "n_ref": 26573 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0402.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0402.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 12464, + "IoU": 0.0, + "TN": 2440784, + "TP": 0, + "n_pred": 12464, + "n_ref": 0 + }, + "10": { + "Dice": 0.512697889182058, + "FN": 34130, + "FP": 1330, + "IoU": 0.344716709169531, + "TN": 2399134, + "TP": 18654, + "n_pred": 19984, + "n_ref": 52784 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.32962025316455695, + "FN": 676, + "FP": 1972, + "IoU": 0.19733252500757806, + "TN": 2449949, + "TP": 651, + "n_pred": 2623, + "n_ref": 1327 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 2317, + "IoU": 0.0, + "TN": 2450931, + "TP": 0, + "n_pred": 2317, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 40, + "IoU": 0.0, + "TN": 2453208, + "TP": 0, + "n_pred": 40, + "n_ref": 0 + }, + "3": { + "Dice": 0.9338600238144739, + "FN": 16360, + "FP": 1137, + "IoU": 0.8759262804830487, + "TN": 2312227, + "TP": 123524, + "n_pred": 124661, + "n_ref": 139884 + }, + "4": { + "Dice": 0.46205987572961776, + "FN": 2857, + "FP": 0, + "IoU": 0.3004407443682664, + "TN": 2449164, + "TP": 1227, + "n_pred": 1227, + "n_ref": 4084 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 771, + "IoU": 0.0, + "TN": 2452477, + "TP": 0, + "n_pred": 771, + "n_ref": 0 + }, + "6": { + "Dice": 0.969415268288768, + "FN": 7042, + "FP": 10869, + "IoU": 0.940645866816894, + "TN": 2151483, + "TP": 283854, + "n_pred": 294723, + "n_ref": 290896 + }, + "7": { + "Dice": 0.6868084355422218, + "FN": 8534, + "FP": 62454, + "IoU": 0.5230070418749664, + "TN": 2304424, + "TP": 77836, + "n_pred": 140290, + "n_ref": 86370 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7787339556592765, + "FN": 7270, + "FP": 1832, + "IoU": 0.6376448107010629, + "TN": 2428129, + "TP": 16017, + "n_pred": 17849, + "n_ref": 23287 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0410.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0410.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": 0.5390579629332791, + "FN": 2747.902222222222, + "FP": 2708.0555555555557, + "IoU": 0.46919995458257446, + "TN": 2038264.7466666666, + "TP": 18175.82888888889, + "n_pred": 20883.884444444444, + "n_ref": 20923.73111111112 + }, + "mean": { + "1": { + "Dice": 0.7849113607666661, + "FN": 967.6666666666666, + "FP": 1647.8, + "IoU": 0.7242747865857109, + "TN": 2039362.3, + "TP": 19918.766666666666, + "n_pred": 21566.566666666666, + "n_ref": 20886.433333333334 + }, + "10": { + "Dice": 0.563242986904929, + "FN": 3162.7, + "FP": 2192.2, + "IoU": 0.4453144867595206, + "TN": 2049043.1666666667, + "TP": 7498.466666666666, + "n_pred": 9690.666666666666, + "n_ref": 10661.166666666666 + }, + "11": { + "Dice": 0.0, + "FN": 573.6333333333333, + "FP": 0.0, + "IoU": 0.0, + "TN": 2061322.9, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 573.6333333333333 + }, + "12": { + "Dice": 0.0, + "FN": 696.2333333333333, + "FP": 7.666666666666667, + "IoU": 0.0, + "TN": 2061192.6333333333, + "TP": 0.0, + "n_pred": 7.666666666666667, + "n_ref": 696.2333333333333 + }, + "13": { + "Dice": 0.4638800991489082, + "FN": 3729.3, + "FP": 2681.0, + "IoU": 0.35408990745923985, + "TN": 2049372.8666666667, + "TP": 6113.366666666667, + "n_pred": 8794.366666666667, + "n_ref": 9842.666666666666 + }, + "14": { + "Dice": 0.5435844098846032, + "FN": 1493.3, + "FP": 5262.933333333333, + "IoU": 0.4765175989853215, + "TN": 2044925.4666666666, + "TP": 10214.833333333334, + "n_pred": 15477.766666666666, + "n_ref": 11708.133333333333 + }, + "15": { + "Dice": 0.43429772798048955, + "FN": 1366.7333333333333, + "FP": 3327.3, + "IoU": 0.36019073917313055, + "TN": 2052220.5333333334, + "TP": 4981.966666666666, + "n_pred": 8309.266666666666, + "n_ref": 6348.7 + }, + "2": { + "Dice": 0.6814128490262674, + "FN": 2401.266666666667, + "FP": 3165.5333333333333, + "IoU": 0.596413325060593, + "TN": 2041839.4, + "TP": 14490.333333333334, + "n_pred": 17655.866666666665, + "n_ref": 16891.6 + }, + "3": { + "Dice": 0.7945478086758816, + "FN": 2664.133333333333, + "FP": 918.1666666666666, + "IoU": 0.7268390565288578, + "TN": 2042448.0333333334, + "TP": 15866.2, + "n_pred": 16784.366666666665, + "n_ref": 18530.333333333332 + }, + "4": { + "Dice": 0.33437938687049745, + "FN": 1487.3666666666666, + "FP": 2048.5, + "IoU": 0.267744216043156, + "TN": 2053649.6333333333, + "TP": 4711.033333333334, + "n_pred": 6759.533333333334, + "n_ref": 6198.4 + }, + "5": { + "Dice": 0.3829333541672734, + "FN": 495.03333333333336, + "FP": 246.8, + "IoU": 0.2996250350471969, + "TN": 2060364.2, + "TP": 790.5, + "n_pred": 1037.3, + "n_ref": 1285.5333333333333 + }, + "6": { + "Dice": 0.8900668200699073, + "FN": 4346.4, + "FP": 6577.933333333333, + "IoU": 0.835237829278181, + "TN": 1940490.0, + "TP": 110482.2, + "n_pred": 117060.13333333333, + "n_ref": 114828.6 + }, + "7": { + "Dice": 0.6764235449804159, + "FN": 13694.433333333332, + "FP": 8797.0, + "IoU": 0.5936108563947103, + "TN": 1983985.0, + "TP": 55420.1, + "n_pred": 64217.1, + "n_ref": 69114.53333333334 + }, + "8": { + "Dice": 0.8197694419577519, + "FN": 1760.6333333333334, + "FP": 1757.0333333333333, + "IoU": 0.7442858715778177, + "TN": 2044558.7333333334, + "TP": 13820.133333333333, + "n_pred": 15577.166666666666, + "n_ref": 15580.766666666666 + }, + "9": { + "Dice": 0.7164196535655952, + "FN": 2379.7, + "FP": 1990.9666666666667, + "IoU": 0.6138556098451814, + "TN": 2049196.3333333333, + "TP": 8329.533333333333, + "n_pred": 10320.5, + "n_ref": 10709.233333333334 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.827423731846241, + "FN": 8406, + "FP": 3168, + "IoU": 0.7056459816887081, + "TN": 2764392, + "TP": 27746, + "n_pred": 30914, + "n_ref": 36152 + }, + "10": { + "Dice": 0.0, + "FN": 1811, + "FP": 9269, + "IoU": 0.0, + "TN": 2792632, + "TP": 0, + "n_pred": 9269, + "n_ref": 1811 + }, + "11": { + "Dice": 0.0, + "FN": 2014, + "FP": 0, + "IoU": 0.0, + "TN": 2801698, + "TP": 0, + "n_pred": 0, + "n_ref": 2014 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 765, + "FP": 4661, + "IoU": 0.0, + "TN": 2798286, + "TP": 0, + "n_pred": 4661, + "n_ref": 765 + }, + "14": { + "Dice": 0.9307145757206658, + "FN": 6435, + "FP": 391, + "IoU": 0.8704079889127256, + "TN": 2751039, + "TP": 45847, + "n_pred": 46238, + "n_ref": 52282 + }, + "15": { + "Dice": 0.9221445582512053, + "FN": 2500, + "FP": 1521, + "IoU": 0.8555363943378602, + "TN": 2775878, + "TP": 23813, + "n_pred": 25334, + "n_ref": 26313 + }, + "2": { + "Dice": 0.9042571092041056, + "FN": 619, + "FP": 1657, + "IoU": 0.8252457002457002, + "TN": 2790688, + "TP": 10748, + "n_pred": 12405, + "n_ref": 11367 + }, + "3": { + "Dice": 0.9424569542332054, + "FN": 3357, + "FP": 1803, + "IoU": 0.8911759743546482, + "TN": 2756296, + "TP": 42256, + "n_pred": 44059, + "n_ref": 45613 + }, + "4": { + "Dice": 0.00010334849111202976, + "FN": 3990, + "FP": 15360, + "IoU": 5.16769159216578e-05, + "TN": 2784361, + "TP": 1, + "n_pred": 15361, + "n_ref": 3991 + }, + "5": { + "Dice": 0.7186275139754547, + "FN": 3984, + "FP": 395, + "IoU": 0.560826396549995, + "TN": 2793741, + "TP": 5592, + "n_pred": 5987, + "n_ref": 9576 + }, + "6": { + "Dice": 0.940753260082636, + "FN": 35119, + "FP": 12100, + "IoU": 0.8881342038928794, + "TN": 2381608, + "TP": 374885, + "n_pred": 386985, + "n_ref": 410004 + }, + "7": { + "Dice": 0.7434664218422343, + "FN": 9273, + "FP": 15316, + "IoU": 0.5916805048156758, + "TN": 2743492, + "TP": 35631, + "n_pred": 50947, + "n_ref": 44904 + }, + "8": { + "Dice": 0.9496791834325042, + "FN": 1287, + "FP": 1952, + "IoU": 0.9041801023577789, + "TN": 2769909, + "TP": 30564, + "n_pred": 32516, + "n_ref": 31851 + }, + "9": { + "Dice": 0.29638354346383544, + "FN": 29495, + "FP": 12919, + "IoU": 0.17397316298907434, + "TN": 2752365, + "TP": 8933, + "n_pred": 21852, + "n_ref": 38428 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0006.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0006.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7170795306388527, + "FN": 214, + "FP": 3, + "IoU": 0.5589430894308943, + "TN": 2978452, + "TP": 275, + "n_pred": 278, + "n_ref": 489 + }, + "10": { + "Dice": 0.024533333333333334, + "FN": 170, + "FP": 1659, + "IoU": 0.012419006479481642, + "TN": 2977092, + "TP": 23, + "n_pred": 1682, + "n_ref": 193 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8701130856219709, + "FN": 1265, + "FP": 343, + "IoU": 0.7700886474120675, + "TN": 2971950, + "TP": 5386, + "n_pred": 5729, + "n_ref": 6651 + }, + "14": { + "Dice": 0.8035398230088495, + "FN": 66, + "FP": 600, + "IoU": 0.6715976331360947, + "TN": 2976916, + "TP": 1362, + "n_pred": 1962, + "n_ref": 1428 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9292097859692027, + "FN": 870, + "FP": 6251, + "IoU": 0.8677794901312735, + "TN": 2925087, + "TP": 46736, + "n_pred": 52987, + "n_ref": 47606 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 4751, + "IoU": 0.0, + "TN": 2974193, + "TP": 0, + "n_pred": 4751, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 273, + "FP": 0, + "IoU": 0.0, + "TN": 2978671, + "TP": 0, + "n_pred": 0, + "n_ref": 273 + }, + "6": { + "Dice": 0.9320213446641445, + "FN": 4747, + "FP": 6196, + "IoU": 0.8726966030711959, + "TN": 2892984, + "TP": 75017, + "n_pred": 81213, + "n_ref": 79764 + }, + "7": { + "Dice": 0.9340180041774743, + "FN": 32932, + "FP": 4691, + "IoU": 0.8762042959804154, + "TN": 2675032, + "TP": 266289, + "n_pred": 270980, + "n_ref": 299221 + }, + "8": { + "Dice": 0.003432494279176201, + "FN": 3484, + "FP": 0, + "IoU": 0.0017191977077363897, + "TN": 2975454, + "TP": 6, + "n_pred": 6, + "n_ref": 3490 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 653, + "IoU": 0.0, + "TN": 2978291, + "TP": 0, + "n_pred": 653, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0015.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0015.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9779832137209585, + "FN": 566, + "FP": 339, + "IoU": 0.9569150202332778, + "TN": 1906547, + "TP": 20100, + "n_pred": 20439, + "n_ref": 20666 + }, + "10": { + "Dice": 0.7970183776665344, + "FN": 14120, + "FP": 9925, + "IoU": 0.6625357884690956, + "TN": 1856300, + "TP": 47207, + "n_pred": 57132, + "n_ref": 61327 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 3837, + "FP": 6, + "IoU": 0.0, + "TN": 1923709, + "TP": 0, + "n_pred": 6, + "n_ref": 3837 + }, + "13": { + "Dice": 0.6501400037334328, + "FN": 6956, + "FP": 11786, + "IoU": 0.4816351366301582, + "TN": 1891396, + "TP": 17414, + "n_pred": 29200, + "n_ref": 24370 + }, + "14": { + "Dice": 0.7700571088890305, + "FN": 4385, + "FP": 6446, + "IoU": 0.6260917595884973, + "TN": 1898585, + "TP": 18136, + "n_pred": 24582, + "n_ref": 22521 + }, + "15": { + "Dice": 0.46908146330904105, + "FN": 1587, + "FP": 13129, + "IoU": 0.30640524108026584, + "TN": 1906335, + "TP": 6501, + "n_pred": 19630, + "n_ref": 8088 + }, + "2": { + "Dice": 0.2903225806451613, + "FN": 30, + "FP": 14, + "IoU": 0.16981132075471697, + "TN": 1927499, + "TP": 9, + "n_pred": 23, + "n_ref": 39 + }, + "3": { + "Dice": 0.8860145513338723, + "FN": 116, + "FP": 25, + "IoU": 0.795355587808418, + "TN": 1926863, + "TP": 548, + "n_pred": 573, + "n_ref": 664 + }, + "4": { + "Dice": 0.0, + "FN": 24, + "FP": 0, + "IoU": 0.0, + "TN": 1927528, + "TP": 0, + "n_pred": 0, + "n_ref": 24 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9511782889420974, + "FN": 4524, + "FP": 8648, + "IoU": 0.9069017917093685, + "TN": 1786067, + "TP": 128313, + "n_pred": 136961, + "n_ref": 132837 + }, + "7": { + "Dice": 0.9190241218930768, + "FN": 13904, + "FP": 5526, + "IoU": 0.8501800461103101, + "TN": 1797863, + "TP": 110259, + "n_pred": 115785, + "n_ref": 124163 + }, + "8": { + "Dice": 0.8641535455694748, + "FN": 990, + "FP": 1374, + "IoU": 0.7608013761003743, + "TN": 1917669, + "TP": 7519, + "n_pred": 8893, + "n_ref": 8509 + }, + "9": { + "Dice": 0.7548454688318491, + "FN": 843, + "FP": 7581, + "IoU": 0.6062263357172907, + "TN": 1906159, + "TP": 12969, + "n_pred": 20550, + "n_ref": 13812 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0043.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0043.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6207141069491949, + "FN": 16256, + "FP": 1930, + "IoU": 0.4500257053860344, + "TN": 2244949, + "TP": 14881, + "n_pred": 16811, + "n_ref": 31137 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9232636255282263, + "FN": 625, + "FP": 2916, + "IoU": 0.8574648794429014, + "TN": 2253173, + "TP": 21302, + "n_pred": 24218, + "n_ref": 21927 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9716400700385781, + "FN": 6975, + "FP": 2986, + "IoU": 0.9448443504357745, + "TN": 2097418, + "TP": 170637, + "n_pred": 173623, + "n_ref": 177612 + }, + "7": { + "Dice": 0.8320068313937576, + "FN": 1812, + "FP": 13533, + "IoU": 0.7123387822435513, + "TN": 2224672, + "TP": 37999, + "n_pred": 51532, + "n_ref": 39811 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0045.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0045.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9408015803491113, + "FN": 7783, + "FP": 2286, + "IoU": 0.8882203399238446, + "TN": 2012705, + "TP": 80010, + "n_pred": 82296, + "n_ref": 87793 + }, + "10": { + "Dice": 0.4463667820069204, + "FN": 718, + "FP": 1202, + "IoU": 0.2873051224944321, + "TN": 2100090, + "TP": 774, + "n_pred": 1976, + "n_ref": 1492 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 471, + "FP": 0, + "IoU": 0.0, + "TN": 2102313, + "TP": 0, + "n_pred": 0, + "n_ref": 471 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 424, + "IoU": 0.0, + "TN": 2102360, + "TP": 0, + "n_pred": 424, + "n_ref": 0 + }, + "14": { + "Dice": 0.9379365502532658, + "FN": 1865, + "FP": 2791, + "IoU": 0.8831266629850896, + "TN": 2062946, + "TP": 35182, + "n_pred": 37973, + "n_ref": 37047 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 12859, + "IoU": 0.0, + "TN": 2089925, + "TP": 0, + "n_pred": 12859, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8833274783952786, + "FN": 1313, + "FP": 15293, + "IoU": 0.791035385312327, + "TN": 2023316, + "TP": 62862, + "n_pred": 78155, + "n_ref": 64175 + }, + "7": { + "Dice": 0.5947319893343965, + "FN": 79254, + "FP": 2061, + "IoU": 0.42321605901546316, + "TN": 1961804, + "TP": 59665, + "n_pred": 61726, + "n_ref": 138919 + }, + "8": { + "Dice": 0.9085602020769015, + "FN": 315, + "FP": 1314, + "IoU": 0.8324418843859288, + "TN": 2093062, + "TP": 8093, + "n_pred": 9407, + "n_ref": 8408 + }, + "9": { + "Dice": 0.7609131961866533, + "FN": 2822, + "FP": 990, + "IoU": 0.6140919214415874, + "TN": 2092906, + "TP": 6066, + "n_pred": 7056, + "n_ref": 8888 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0049.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0049.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.518243003896564, + "FN": 2252, + "FP": 468, + "IoU": 0.3497489839827875, + "TN": 2449065, + "TP": 1463, + "n_pred": 1931, + "n_ref": 3715 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.11781330036209485, + "FN": 7569, + "FP": 2420, + "IoU": 0.06259384384384384, + "TN": 2442592, + "TP": 667, + "n_pred": 3087, + "n_ref": 8236 + }, + "14": { + "Dice": 0.6635814889336016, + "FN": 2992, + "FP": 2024, + "IoU": 0.49653718759409815, + "TN": 2443285, + "TP": 4947, + "n_pred": 6971, + "n_ref": 7939 + }, + "15": { + "Dice": 0.3372157515252357, + "FN": 2339, + "FP": 51, + "IoU": 0.2028018679119413, + "TN": 2450250, + "TP": 608, + "n_pred": 659, + "n_ref": 2947 + }, + "2": { + "Dice": 0.3899201223380891, + "FN": 35455, + "FP": 2046, + "IoU": 0.24217439628170154, + "TN": 2403763, + "TP": 11984, + "n_pred": 14030, + "n_ref": 47439 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.6315470784135634, + "FN": 943, + "FP": 274, + "IoU": 0.4615044247787611, + "TN": 2450988, + "TP": 1043, + "n_pred": 1317, + "n_ref": 1986 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 1409, + "IoU": 0.0, + "TN": 2451839, + "TP": 0, + "n_pred": 1409, + "n_ref": 0 + }, + "6": { + "Dice": 0.9651375502844884, + "FN": 9022, + "FP": 6872, + "IoU": 0.932623993217465, + "TN": 2217348, + "TP": 220006, + "n_pred": 226878, + "n_ref": 229028 + }, + "7": { + "Dice": 0.20481683869662012, + "FN": 520, + "FP": 3409, + "IoU": 0.11409244644870349, + "TN": 2448813, + "TP": 506, + "n_pred": 3915, + "n_ref": 1026 + }, + "8": { + "Dice": 0.9084545383837598, + "FN": 740, + "FP": 2791, + "IoU": 0.8322645004987886, + "TN": 2432197, + "TP": 17520, + "n_pred": 20311, + "n_ref": 18260 + }, + "9": { + "Dice": 0.8931451872242446, + "FN": 6214, + "FP": 2093, + "IoU": 0.8069217181108219, + "TN": 2410224, + "TP": 34717, + "n_pred": 36810, + "n_ref": 40931 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0058.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0058.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 388, + "FP": 0, + "IoU": 0.0, + "TN": 2102396, + "TP": 0, + "n_pred": 0, + "n_ref": 388 + }, + "10": { + "Dice": 0.15229595508852742, + "FN": 1903, + "FP": 3986, + "IoU": 0.0824244312870053, + "TN": 2096366, + "TP": 529, + "n_pred": 4515, + "n_ref": 2432 + }, + "11": { + "Dice": 0.0, + "FN": 2143, + "FP": 0, + "IoU": 0.0, + "TN": 2100641, + "TP": 0, + "n_pred": 0, + "n_ref": 2143 + }, + "12": { + "Dice": 0.0, + "FN": 2833, + "FP": 0, + "IoU": 0.0, + "TN": 2099951, + "TP": 0, + "n_pred": 0, + "n_ref": 2833 + }, + "13": { + "Dice": 0.0, + "FN": 553, + "FP": 13751, + "IoU": 0.0, + "TN": 2088480, + "TP": 0, + "n_pred": 13751, + "n_ref": 553 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.879896215035164, + "FN": 3231, + "FP": 2046, + "IoU": 0.7855488275693908, + "TN": 2078177, + "TP": 19330, + "n_pred": 21376, + "n_ref": 22561 + }, + "2": { + "Dice": 0.6181015452538632, + "FN": 48, + "FP": 125, + "IoU": 0.4472843450479233, + "TN": 2102471, + "TP": 140, + "n_pred": 265, + "n_ref": 188 + }, + "3": { + "Dice": 0.808284023668639, + "FN": 192, + "FP": 132, + "IoU": 0.6782522343594836, + "TN": 2101777, + "TP": 683, + "n_pred": 815, + "n_ref": 875 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1552, + "IoU": 0.0, + "TN": 2101232, + "TP": 0, + "n_pred": 1552, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9521107078392175, + "FN": 4410, + "FP": 20264, + "IoU": 0.9085985656709341, + "TN": 1832832, + "TP": 245278, + "n_pred": 265542, + "n_ref": 249688 + }, + "7": { + "Dice": 0.7118056611231036, + "FN": 12293, + "FP": 6665, + "IoU": 0.552560774132641, + "TN": 2060414, + "TP": 23412, + "n_pred": 30077, + "n_ref": 35705 + }, + "8": { + "Dice": 0.9059639901330198, + "FN": 3829, + "FP": 250, + "IoU": 0.8280933917734322, + "TN": 2079056, + "TP": 19649, + "n_pred": 19899, + "n_ref": 23478 + }, + "9": { + "Dice": 0.29190226171243944, + "FN": 7792, + "FP": 6234, + "IoU": 0.17089318437075132, + "TN": 2085867, + "TP": 2891, + "n_pred": 9125, + "n_ref": 10683 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0067.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0067.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.932836839334802, + "FN": 250, + "FP": 3195, + "IoU": 0.8741276626840586, + "TN": 1549719, + "TP": 23924, + "n_pred": 27119, + "n_ref": 24174 + }, + "10": { + "Dice": 0.5531837916063675, + "FN": 1803, + "FP": 667, + "IoU": 0.38234558639659916, + "TN": 1573089, + "TP": 1529, + "n_pred": 2196, + "n_ref": 3332 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 488, + "FP": 0, + "IoU": 0.0, + "TN": 1576600, + "TP": 0, + "n_pred": 0, + "n_ref": 488 + }, + "13": { + "Dice": 0.5012127512127512, + "FN": 2985, + "FP": 2773, + "IoU": 0.3344122066813085, + "TN": 1568437, + "TP": 2893, + "n_pred": 5666, + "n_ref": 5878 + }, + "14": { + "Dice": 0.9317359163905174, + "FN": 2692, + "FP": 9359, + "IoU": 0.8721962393815024, + "TN": 1482795, + "TP": 82242, + "n_pred": 91601, + "n_ref": 84934 + }, + "15": { + "Dice": 0.5519797809604043, + "FN": 523, + "FP": 4795, + "IoU": 0.3811961833837561, + "TN": 1568494, + "TP": 3276, + "n_pred": 8071, + "n_ref": 3799 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9317261851218854, + "FN": 347, + "FP": 1171, + "IoU": 0.8721791849107443, + "TN": 1565212, + "TP": 10358, + "n_pred": 11529, + "n_ref": 10705 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 242, + "FP": 0, + "IoU": 0.0, + "TN": 1576846, + "TP": 0, + "n_pred": 0, + "n_ref": 242 + }, + "8": { + "Dice": 0.7586713403438491, + "FN": 6885, + "FP": 344, + "IoU": 0.6111768502581756, + "TN": 1558496, + "TP": 11363, + "n_pred": 11707, + "n_ref": 18248 + }, + "9": { + "Dice": 0.0358948432760364, + "FN": 2638, + "FP": 1176, + "IoU": 0.018275418275418277, + "TN": 1573203, + "TP": 71, + "n_pred": 1247, + "n_ref": 2709 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0076.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0076.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9182690807741506, + "FN": 1825, + "FP": 6034, + "IoU": 0.8488886325180741, + "TN": 2050776, + "TP": 44149, + "n_pred": 50183, + "n_ref": 45974 + }, + "10": { + "Dice": 0.6868686868686869, + "FN": 4992, + "FP": 1487, + "IoU": 0.5230769230769231, + "TN": 2089199, + "TP": 7106, + "n_pred": 8593, + "n_ref": 12098 + }, + "11": { + "Dice": 0.0, + "FN": 1716, + "FP": 0, + "IoU": 0.0, + "TN": 2101068, + "TP": 0, + "n_pred": 0, + "n_ref": 1716 + }, + "12": { + "Dice": 0.0, + "FN": 912, + "FP": 0, + "IoU": 0.0, + "TN": 2101872, + "TP": 0, + "n_pred": 0, + "n_ref": 912 + }, + "13": { + "Dice": 0.5611015490533563, + "FN": 1538, + "FP": 3817, + "IoU": 0.38995215311004783, + "TN": 2094006, + "TP": 3423, + "n_pred": 7240, + "n_ref": 4961 + }, + "14": { + "Dice": 0.042667012919561126, + "FN": 8750, + "FP": 64979, + "IoU": 0.0217985458791063, + "TN": 2027412, + "TP": 1643, + "n_pred": 66622, + "n_ref": 10393 + }, + "15": { + "Dice": 0.897380148340041, + "FN": 2818, + "FP": 3837, + "IoU": 0.8138617738371605, + "TN": 2067031, + "TP": 29098, + "n_pred": 32935, + "n_ref": 31916 + }, + "2": { + "Dice": 0.8862394564501337, + "FN": 7873, + "FP": 934, + "IoU": 0.7957181295231026, + "TN": 2059672, + "TP": 34305, + "n_pred": 35239, + "n_ref": 42178 + }, + "3": { + "Dice": 0.8677517296301827, + "FN": 1169, + "FP": 6802, + "IoU": 0.7663970458941446, + "TN": 2068662, + "TP": 26151, + "n_pred": 32953, + "n_ref": 27320 + }, + "4": { + "Dice": 0.6529677613739078, + "FN": 486, + "FP": 5273, + "IoU": 0.48474545942560615, + "TN": 2091607, + "TP": 5418, + "n_pred": 10691, + "n_ref": 5904 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9795521093599193, + "FN": 1262, + "FP": 6259, + "IoU": 0.9599236946293168, + "TN": 1915117, + "TP": 180146, + "n_pred": 186405, + "n_ref": 181408 + }, + "7": { + "Dice": 0.8951048951048951, + "FN": 1469, + "FP": 1171, + "IoU": 0.810126582278481, + "TN": 2088880, + "TP": 11264, + "n_pred": 12435, + "n_ref": 12733 + }, + "8": { + "Dice": 0.6645898234683282, + "FN": 0, + "FP": 323, + "IoU": 0.4976671850699845, + "TN": 2102141, + "TP": 320, + "n_pred": 643, + "n_ref": 320 + }, + "9": { + "Dice": 0.8503601213040182, + "FN": 1722, + "FP": 1436, + "IoU": 0.7396752122660951, + "TN": 2090653, + "TP": 8973, + "n_pred": 10409, + "n_ref": 10695 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0109.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0109.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9656184746428498, + "FN": 1312, + "FP": 351, + "IoU": 0.9335225455708347, + "TN": 2077768, + "TP": 23353, + "n_pred": 23704, + "n_ref": 24665 + }, + "10": { + "Dice": 0.7754589882446177, + "FN": 2005, + "FP": 8195, + "IoU": 0.6332650199546974, + "TN": 2074971, + "TP": 17613, + "n_pred": 25808, + "n_ref": 19618 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 18, + "IoU": 0.0, + "TN": 2102766, + "TP": 0, + "n_pred": 18, + "n_ref": 0 + }, + "13": { + "Dice": 0.6228645704382273, + "FN": 11324, + "FP": 862, + "IoU": 0.45228999056137353, + "TN": 2080535, + "TP": 10063, + "n_pred": 10925, + "n_ref": 21387 + }, + "14": { + "Dice": 0.9638915864747948, + "FN": 1104, + "FP": 123, + "IoU": 0.9302999318336742, + "TN": 2085180, + "TP": 16377, + "n_pred": 16500, + "n_ref": 17481 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0015323322096230463, + "FN": 6, + "FP": 19542, + "IoU": 0.0007667535654040791, + "TN": 2083221, + "TP": 15, + "n_pred": 19557, + "n_ref": 21 + }, + "3": { + "Dice": 0.7205765420100718, + "FN": 21478, + "FP": 661, + "IoU": 0.5632041037782382, + "TN": 2052099, + "TP": 28546, + "n_pred": 29207, + "n_ref": 50024 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6058804523424879, + "FN": 5112, + "FP": 987, + "IoU": 0.43459720033373506, + "TN": 2091997, + "TP": 4688, + "n_pred": 5675, + "n_ref": 9800 + }, + "6": { + "Dice": 0.9573935062540198, + "FN": 6497, + "FP": 2976, + "IoU": 0.9182692722488245, + "TN": 1986879, + "TP": 106432, + "n_pred": 109408, + "n_ref": 112929 + }, + "7": { + "Dice": 0.9710648841075614, + "FN": 2444, + "FP": 3839, + "IoU": 0.9437571612718418, + "TN": 1991072, + "TP": 105429, + "n_pred": 109268, + "n_ref": 107873 + }, + "8": { + "Dice": 0.916215011379367, + "FN": 9632, + "FP": 1081, + "IoU": 0.8453844821614133, + "TN": 2033496, + "TP": 58575, + "n_pred": 59656, + "n_ref": 68207 + }, + "9": { + "Dice": 0.935704448256699, + "FN": 2046, + "FP": 3276, + "IoU": 0.8791772611696331, + "TN": 2058736, + "TP": 38726, + "n_pred": 42002, + "n_ref": 40772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0159.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0159.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.965047324480826, + "FN": 2271, + "FP": 2238, + "IoU": 0.9324555096171131, + "TN": 3613116, + "TP": 62247, + "n_pred": 64485, + "n_ref": 64518 + }, + "10": { + "Dice": 0.5873192436040044, + "FN": 360, + "FP": 11, + "IoU": 0.415748031496063, + "TN": 3679237, + "TP": 264, + "n_pred": 275, + "n_ref": 624 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3679872, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3679872, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.2668380462724936, + "FN": 8032, + "FP": 524, + "IoU": 0.15396024918421833, + "TN": 3669759, + "TP": 1557, + "n_pred": 2081, + "n_ref": 9589 + }, + "14": { + "Dice": 0.5296282664703718, + "FN": 374, + "FP": 2182, + "IoU": 0.3602002503128911, + "TN": 3675877, + "TP": 1439, + "n_pred": 3621, + "n_ref": 1813 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3679872, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9548172757475083, + "FN": 1790, + "FP": 522, + "IoU": 0.9135410044500953, + "TN": 3653131, + "TP": 24429, + "n_pred": 24951, + "n_ref": 26219 + }, + "3": { + "Dice": 0.8571428571428571, + "FN": 17, + "FP": 10, + "IoU": 0.75, + "TN": 3679764, + "TP": 81, + "n_pred": 91, + "n_ref": 98 + }, + "4": { + "Dice": 0.8630045858574421, + "FN": 18568, + "FP": 790, + "IoU": 0.759022046283502, + "TN": 3599541, + "TP": 60973, + "n_pred": 61763, + "n_ref": 79541 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 440, + "IoU": 0.0, + "TN": 3679432, + "TP": 0, + "n_pred": 440, + "n_ref": 0 + }, + "6": { + "Dice": 0.9471739093832606, + "FN": 4637, + "FP": 7913, + "IoU": 0.8996489713020046, + "TN": 3554811, + "TP": 112511, + "n_pred": 120424, + "n_ref": 117148 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 42211, + "IoU": 0.0, + "TN": 3637661, + "TP": 0, + "n_pred": 42211, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3679872, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.725, + "FN": 11, + "FP": 11, + "IoU": 0.5686274509803921, + "TN": 3679821, + "TP": 29, + "n_pred": 40, + "n_ref": 40 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0175.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0175.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9812656421576005, + "FN": 1625, + "FP": 1736, + "IoU": 0.9632203278545008, + "TN": 1836170, + "TP": 88021, + "n_pred": 89757, + "n_ref": 89646 + }, + "10": { + "Dice": 0.7730589783466922, + "FN": 2287, + "FP": 1507, + "IoU": 0.6300702028081123, + "TN": 1917296, + "TP": 6462, + "n_pred": 7969, + "n_ref": 8749 + }, + "11": { + "Dice": 0.0, + "FN": 1385, + "FP": 0, + "IoU": 0.0, + "TN": 1926167, + "TP": 0, + "n_pred": 0, + "n_ref": 1385 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 206, + "IoU": 0.0, + "TN": 1927346, + "TP": 0, + "n_pred": 206, + "n_ref": 0 + }, + "13": { + "Dice": 0.6094013764446176, + "FN": 2864, + "FP": 3152, + "IoU": 0.43822952656643943, + "TN": 1916843, + "TP": 4693, + "n_pred": 7845, + "n_ref": 7557 + }, + "14": { + "Dice": 0.951187303982833, + "FN": 971, + "FP": 3169, + "IoU": 0.906918182431369, + "TN": 1883075, + "TP": 40337, + "n_pred": 43506, + "n_ref": 41308 + }, + "15": { + "Dice": 0.2066772655007949, + "FN": 194, + "FP": 20764, + "IoU": 0.11524822695035461, + "TN": 1903864, + "TP": 2730, + "n_pred": 23494, + "n_ref": 2924 + }, + "2": { + "Dice": 0.5644599303135889, + "FN": 68, + "FP": 432, + "IoU": 0.3932038834951456, + "TN": 1926728, + "TP": 324, + "n_pred": 756, + "n_ref": 392 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 274, + "IoU": 0.0, + "TN": 1927278, + "TP": 0, + "n_pred": 274, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 1927546, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "5": { + "Dice": 0.29749430523917997, + "FN": 2992, + "FP": 92, + "IoU": 0.17473909553117473, + "TN": 1923815, + "TP": 653, + "n_pred": 745, + "n_ref": 3645 + }, + "6": { + "Dice": 0.9710118765244479, + "FN": 6291, + "FP": 7519, + "IoU": 0.9436570300196649, + "TN": 1682446, + "TP": 231296, + "n_pred": 238815, + "n_ref": 237587 + }, + "7": { + "Dice": 0.9396766242496433, + "FN": 2231, + "FP": 2884, + "IoU": 0.8862170218445522, + "TN": 1882598, + "TP": 39839, + "n_pred": 42723, + "n_ref": 42070 + }, + "8": { + "Dice": 0.9317456393942977, + "FN": 5265, + "FP": 1086, + "IoU": 0.8722132796780684, + "TN": 1877852, + "TP": 43349, + "n_pred": 44435, + "n_ref": 48614 + }, + "9": { + "Dice": 0.7996152613016992, + "FN": 7128, + "FP": 2247, + "IoU": 0.6661324786324786, + "TN": 1899472, + "TP": 18705, + "n_pred": 20952, + "n_ref": 25833 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0180.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0180.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9712716181472669, + "FN": 782, + "FP": 2816, + "IoU": 0.9441477801924868, + "TN": 2564060, + "TP": 60822, + "n_pred": 63638, + "n_ref": 61604 + }, + "10": { + "Dice": 0.8145133943709733, + "FN": 202, + "FP": 345, + "IoU": 0.687070938215103, + "TN": 2626732, + "TP": 1201, + "n_pred": 1546, + "n_ref": 1403 + }, + "11": { + "Dice": 0.0, + "FN": 3340, + "FP": 0, + "IoU": 0.0, + "TN": 2625140, + "TP": 0, + "n_pred": 0, + "n_ref": 3340 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6209127744448284, + "FN": 1738, + "FP": 10331, + "IoU": 0.4502345920830866, + "TN": 2606527, + "TP": 9884, + "n_pred": 20215, + "n_ref": 11622 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 10577, + "IoU": 0.0, + "TN": 2617903, + "TP": 0, + "n_pred": 10577, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9705117085862967, + "FN": 456, + "FP": 1176, + "IoU": 0.9427127211457456, + "TN": 2599992, + "TP": 26856, + "n_pred": 28032, + "n_ref": 27312 + }, + "3": { + "Dice": 0.9736076357831094, + "FN": 1630, + "FP": 701, + "IoU": 0.9485725632087544, + "TN": 2583154, + "TP": 42995, + "n_pred": 43696, + "n_ref": 44625 + }, + "4": { + "Dice": 0.6108523521192362, + "FN": 447, + "FP": 12921, + "IoU": 0.43973176865046104, + "TN": 2604620, + "TP": 10492, + "n_pred": 23413, + "n_ref": 10939 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9513696935421159, + "FN": 7716, + "FP": 6042, + "IoU": 0.9072498550568312, + "TN": 2480146, + "TP": 134576, + "n_pred": 140618, + "n_ref": 142292 + }, + "7": { + "Dice": 0.34951428986880434, + "FN": 22749, + "FP": 115930, + "IoU": 0.21176450527464533, + "TN": 2452544, + "TP": 37257, + "n_pred": 153187, + "n_ref": 60006 + }, + "8": { + "Dice": 0.9388112983027495, + "FN": 461, + "FP": 516, + "IoU": 0.8846789423984891, + "TN": 2620008, + "TP": 7495, + "n_pred": 8011, + "n_ref": 7956 + }, + "9": { + "Dice": 0.8945996275605214, + "FN": 110, + "FP": 1305, + "IoU": 0.8092991913746631, + "TN": 2621060, + "TP": 6005, + "n_pred": 7310, + "n_ref": 6115 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0184.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0184.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.4489795918367347, + "FN": 27, + "FP": 0, + "IoU": 0.2894736842105263, + "TN": 1752282, + "TP": 11, + "n_pred": 11, + "n_ref": 38 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 1752314, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9414721398329069, + "FN": 8963, + "FP": 1377, + "IoU": 0.8894164955509924, + "TN": 1658816, + "TP": 83164, + "n_pred": 84541, + "n_ref": 92127 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3737, + "IoU": 0.0, + "TN": 1748583, + "TP": 0, + "n_pred": 3737, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 37, + "IoU": 0.0, + "TN": 1752283, + "TP": 0, + "n_pred": 37, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9013165297625746, + "FN": 858, + "FP": 7035, + "IoU": 0.8203605079885293, + "TN": 1708382, + "TP": 36045, + "n_pred": 43080, + "n_ref": 36903 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0188.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0188.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9169483158014659, + "FN": 1072, + "FP": 1115, + "IoU": 0.8466339410939692, + "TN": 1037132, + "TP": 12073, + "n_pred": 13188, + "n_ref": 13145 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 2753, + "FP": 0, + "IoU": 0.0, + "TN": 1048639, + "TP": 0, + "n_pred": 0, + "n_ref": 2753 + }, + "13": { + "Dice": 0.0, + "FN": 266, + "FP": 0, + "IoU": 0.0, + "TN": 1051126, + "TP": 0, + "n_pred": 0, + "n_ref": 266 + }, + "14": { + "Dice": 0.07964815453604691, + "FN": 13099, + "FP": 40263, + "IoU": 0.041475813260045624, + "TN": 995721, + "TP": 2309, + "n_pred": 42572, + "n_ref": 15408 + }, + "15": { + "Dice": 0.5176785714285714, + "FN": 16206, + "FP": 0, + "IoU": 0.34923503192386457, + "TN": 1026489, + "TP": 8697, + "n_pred": 8697, + "n_ref": 24903 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9426110303165902, + "FN": 231, + "FP": 795, + "IoU": 0.8914515446466357, + "TN": 1041940, + "TP": 8426, + "n_pred": 9221, + "n_ref": 8657 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6726746057289991, + "FN": 959, + "FP": 58, + "IoU": 0.5067895247332687, + "TN": 1049330, + "TP": 1045, + "n_pred": 1103, + "n_ref": 2004 + }, + "7": { + "Dice": 0.9690070885290009, + "FN": 420, + "FP": 1377, + "IoU": 0.9398775469236174, + "TN": 1021503, + "TP": 28092, + "n_pred": 29469, + "n_ref": 28512 + }, + "8": { + "Dice": 0.9443987304572705, + "FN": 898, + "FP": 994, + "IoU": 0.8946547884187083, + "TN": 1033432, + "TP": 16068, + "n_pred": 17062, + "n_ref": 16966 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0230.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0230.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 226, + "FP": 25, + "IoU": 0.0, + "TN": 1927301, + "TP": 0, + "n_pred": 25, + "n_ref": 226 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.7988748241912799, + "FN": 136, + "FP": 7, + "IoU": 0.6651053864168618, + "TN": 1927125, + "TP": 284, + "n_pred": 291, + "n_ref": 420 + }, + "15": { + "Dice": 0.0, + "FN": 184, + "FP": 0, + "IoU": 0.0, + "TN": 1927368, + "TP": 0, + "n_pred": 0, + "n_ref": 184 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.893301458750061, + "FN": 1137, + "FP": 1050, + "IoU": 0.8071768647504849, + "TN": 1916210, + "TP": 9155, + "n_pred": 10205, + "n_ref": 10292 + }, + "7": { + "Dice": 0.720242663450645, + "FN": 195, + "FP": 7460, + "IoU": 0.562796276200811, + "TN": 1910043, + "TP": 9854, + "n_pred": 17314, + "n_ref": 10049 + }, + "8": { + "Dice": 0.9027201475334256, + "FN": 393, + "FP": 29, + "IoU": 0.8226890756302521, + "TN": 1925172, + "TP": 1958, + "n_pred": 1987, + "n_ref": 2351 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0237.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0237.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6611168921262573, + "FN": 941, + "FP": 36, + "IoU": 0.4937823834196891, + "TN": 1925622, + "TP": 953, + "n_pred": 989, + "n_ref": 1894 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.4563293574451712, + "FN": 8482, + "FP": 1409, + "IoU": 0.29561316051844466, + "TN": 1913510, + "TP": 4151, + "n_pred": 5560, + "n_ref": 12633 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9301753003742368, + "FN": 58, + "FP": 1360, + "IoU": 0.8694651569548006, + "TN": 1916689, + "TP": 9445, + "n_pred": 10805, + "n_ref": 9503 + }, + "7": { + "Dice": 0.9672325305961311, + "FN": 205, + "FP": 210, + "IoU": 0.9365443425076453, + "TN": 1921012, + "TP": 6125, + "n_pred": 6335, + "n_ref": 6330 + }, + "8": { + "Dice": 0.8691697797954004, + "FN": 7684, + "FP": 8916, + "IoU": 0.7686120907152116, + "TN": 1855811, + "TP": 55141, + "n_pred": 64057, + "n_ref": 62825 + }, + "9": { + "Dice": 0.6011477761836442, + "FN": 58, + "FP": 498, + "IoU": 0.4297435897435897, + "TN": 1926577, + "TP": 419, + "n_pred": 917, + "n_ref": 477 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0239.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0239.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6809146941901602, + "FN": 278, + "FP": 8471, + "IoU": 0.5162021676620216, + "TN": 1734236, + "TP": 9335, + "n_pred": 17806, + "n_ref": 9613 + }, + "10": { + "Dice": 0.4716662647697131, + "FN": 2184, + "FP": 7, + "IoU": 0.30861470495424426, + "TN": 1749151, + "TP": 978, + "n_pred": 985, + "n_ref": 3162 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5461961677101119, + "FN": 8393, + "FP": 1175, + "IoU": 0.375701422419418, + "TN": 1736994, + "TP": 5758, + "n_pred": 6933, + "n_ref": 14151 + }, + "14": { + "Dice": 0.5961058412381428, + "FN": 809, + "FP": 0, + "IoU": 0.42460881934566147, + "TN": 1750914, + "TP": 597, + "n_pred": 597, + "n_ref": 1406 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 147, + "IoU": 0.0, + "TN": 1752173, + "TP": 0, + "n_pred": 147, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.7763220809027446, + "FN": 32, + "FP": 2307, + "IoU": 0.6344170053141607, + "TN": 1745922, + "TP": 4059, + "n_pred": 6366, + "n_ref": 4091 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9464838267868315, + "FN": 1869, + "FP": 1296, + "IoU": 0.8984046480274773, + "TN": 1721167, + "TP": 27988, + "n_pred": 29284, + "n_ref": 29857 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 379, + "IoU": 0.0, + "TN": 1751941, + "TP": 0, + "n_pred": 379, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 14, + "FP": 20284, + "IoU": 0.0, + "TN": 1732022, + "TP": 0, + "n_pred": 20284, + "n_ref": 14 + }, + "9": { + "Dice": 0.7458860211328598, + "FN": 1455, + "FP": 12, + "IoU": 0.5947513812154697, + "TN": 1748700, + "TP": 2153, + "n_pred": 2165, + "n_ref": 3608 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0248.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0248.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.1836971422545608, + "FN": 0, + "FP": 7741, + "IoU": 0.10113794705062704, + "TN": 1918940, + "TP": 871, + "n_pred": 8612, + "n_ref": 871 + }, + "10": { + "Dice": 0.6735186482908978, + "FN": 649, + "FP": 3544, + "IoU": 0.5077482977224701, + "TN": 1919034, + "TP": 4325, + "n_pred": 7869, + "n_ref": 4974 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6000300165090799, + "FN": 1910, + "FP": 755, + "IoU": 0.42860205831903947, + "TN": 1922888, + "TP": 1999, + "n_pred": 2754, + "n_ref": 3909 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 321, + "IoU": 0.0, + "TN": 1927231, + "TP": 0, + "n_pred": 321, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9694671184352379, + "FN": 1104, + "FP": 482, + "IoU": 0.9407435083130955, + "TN": 1900787, + "TP": 25179, + "n_pred": 25661, + "n_ref": 26283 + }, + "4": { + "Dice": 0.7864574731626754, + "FN": 1033, + "FP": 260, + "IoU": 0.6480675013609145, + "TN": 1923878, + "TP": 2381, + "n_pred": 2641, + "n_ref": 3414 + }, + "5": { + "Dice": 0.6760531395480868, + "FN": 1854, + "FP": 999, + "IoU": 0.5106346483704974, + "TN": 1921722, + "TP": 2977, + "n_pred": 3976, + "n_ref": 4831 + }, + "6": { + "Dice": 0.9803823742949159, + "FN": 1410, + "FP": 3859, + "IoU": 0.9615196418529581, + "TN": 1790625, + "TP": 131658, + "n_pred": 135517, + "n_ref": 133068 + }, + "7": { + "Dice": 0.9201617378894791, + "FN": 1548, + "FP": 466, + "IoU": 0.852129221732746, + "TN": 1913932, + "TP": 11606, + "n_pred": 12072, + "n_ref": 13154 + }, + "8": { + "Dice": 0.9531978837303947, + "FN": 417, + "FP": 1078, + "IoU": 0.9105807763622226, + "TN": 1910833, + "TP": 15224, + "n_pred": 16302, + "n_ref": 15641 + }, + "9": { + "Dice": 0.9044170890658942, + "FN": 408, + "FP": 384, + "IoU": 0.8255122273628552, + "TN": 1923013, + "TP": 3747, + "n_pred": 4131, + "n_ref": 4155 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0249.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0249.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 139, + "IoU": 0.0, + "TN": 1576949, + "TP": 0, + "n_pred": 139, + "n_ref": 0 + }, + "10": { + "Dice": 0.63348617068481, + "FN": 9666, + "FP": 246, + "IoU": 0.46357830934083777, + "TN": 1558610, + "TP": 8566, + "n_pred": 8812, + "n_ref": 18232 + }, + "11": { + "Dice": 0.0, + "FN": 1712, + "FP": 0, + "IoU": 0.0, + "TN": 1575376, + "TP": 0, + "n_pred": 0, + "n_ref": 1712 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8024668581820099, + "FN": 3976, + "FP": 3519, + "IoU": 0.6700999163695586, + "TN": 1554369, + "TP": 15224, + "n_pred": 18743, + "n_ref": 19200 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9503744990126313, + "FN": 2409, + "FP": 1838, + "IoU": 0.9054415104421784, + "TN": 1532174, + "TP": 40667, + "n_pred": 42505, + "n_ref": 43076 + }, + "3": { + "Dice": 0.9526926790213578, + "FN": 4407, + "FP": 1620, + "IoU": 0.9096591420091735, + "TN": 1510374, + "TP": 60687, + "n_pred": 62307, + "n_ref": 65094 + }, + "4": { + "Dice": 0.0, + "FN": 95, + "FP": 387, + "IoU": 0.0, + "TN": 1576606, + "TP": 0, + "n_pred": 387, + "n_ref": 95 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8844233435157582, + "FN": 2250, + "FP": 7171, + "IoU": 0.7927947742318605, + "TN": 1531621, + "TP": 36046, + "n_pred": 43217, + "n_ref": 38296 + }, + "7": { + "Dice": 0.8551466876303001, + "FN": 37512, + "FP": 77, + "IoU": 0.7469486949906761, + "TN": 1428545, + "TP": 110954, + "n_pred": 111031, + "n_ref": 148466 + }, + "8": { + "Dice": 0.8844611978699216, + "FN": 2149, + "FP": 1713, + "IoU": 0.7928556103840377, + "TN": 1558444, + "TP": 14782, + "n_pred": 16495, + "n_ref": 16931 + }, + "9": { + "Dice": 0.9143332848818003, + "FN": 1048, + "FP": 5435, + "IoU": 0.8421859785783836, + "TN": 1536008, + "TP": 34597, + "n_pred": 40032, + "n_ref": 35645 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0272.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0272.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9499490916885484, + "FN": 830, + "FP": 1038, + "IoU": 0.9046695585608574, + "TN": 2083189, + "TP": 17727, + "n_pred": 18765, + "n_ref": 18557 + }, + "10": { + "Dice": 0.8196856480288586, + "FN": 999, + "FP": 2500, + "IoU": 0.6944638491093259, + "TN": 2091332, + "TP": 7953, + "n_pred": 10453, + "n_ref": 8952 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 3876, + "FP": 0, + "IoU": 0.0, + "TN": 2098908, + "TP": 0, + "n_pred": 0, + "n_ref": 3876 + }, + "13": { + "Dice": 0.872155320717621, + "FN": 320, + "FP": 2281, + "IoU": 0.7732938202736861, + "TN": 2091311, + "TP": 8872, + "n_pred": 11153, + "n_ref": 9192 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9652806497759276, + "FN": 1818, + "FP": 3303, + "IoU": 0.9328912710165249, + "TN": 2026475, + "TP": 71188, + "n_pred": 74491, + "n_ref": 73006 + }, + "3": { + "Dice": 0.9621773532511417, + "FN": 3178, + "FP": 1344, + "IoU": 0.9271115409413282, + "TN": 2040744, + "TP": 57518, + "n_pred": 58862, + "n_ref": 60696 + }, + "4": { + "Dice": 0.8122217535967009, + "FN": 14308, + "FP": 1720, + "IoU": 0.6838159867434703, + "TN": 2052092, + "TP": 34664, + "n_pred": 36384, + "n_ref": 48972 + }, + "5": { + "Dice": 0.8338490099009901, + "FN": 291, + "FP": 783, + "IoU": 0.7150437781905015, + "TN": 2099015, + "TP": 2695, + "n_pred": 3478, + "n_ref": 2986 + }, + "6": { + "Dice": 0.9424759017365419, + "FN": 3923, + "FP": 5488, + "IoU": 0.8912098582757265, + "TN": 2016278, + "TP": 77095, + "n_pred": 82583, + "n_ref": 81018 + }, + "7": { + "Dice": 0.36614490317610393, + "FN": 2807, + "FP": 15294, + "IoU": 0.2240987611985083, + "TN": 2079455, + "TP": 5228, + "n_pred": 20522, + "n_ref": 8035 + }, + "8": { + "Dice": 0.948929889298893, + "FN": 521, + "FP": 171, + "IoU": 0.9028226372700463, + "TN": 2095663, + "TP": 6429, + "n_pred": 6600, + "n_ref": 6950 + }, + "9": { + "Dice": 0.5787893156314209, + "FN": 155, + "FP": 2510, + "IoU": 0.4072508896797153, + "TN": 2098288, + "TP": 1831, + "n_pred": 4341, + "n_ref": 1986 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0273.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0273.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9560507582791705, + "FN": 89, + "FP": 195, + "IoU": 0.9158019567150905, + "TN": 1748947, + "TP": 3089, + "n_pred": 3284, + "n_ref": 3178 + }, + "10": { + "Dice": 0.6401921989824759, + "FN": 11684, + "FP": 3592, + "IoU": 0.4707960922885055, + "TN": 1723454, + "TP": 13590, + "n_pred": 17182, + "n_ref": 25274 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 93, + "FP": 0, + "IoU": 0.0, + "TN": 1752227, + "TP": 0, + "n_pred": 0, + "n_ref": 93 + }, + "13": { + "Dice": 0.6564497114847676, + "FN": 17058, + "FP": 5090, + "IoU": 0.48859333148609957, + "TN": 1709012, + "TP": 21160, + "n_pred": 26250, + "n_ref": 38218 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9381335515250693, + "FN": 216, + "FP": 2506, + "IoU": 0.8834760273972603, + "TN": 1728960, + "TP": 20638, + "n_pred": 23144, + "n_ref": 20854 + }, + "3": { + "Dice": 0.9257950530035336, + "FN": 65, + "FP": 19, + "IoU": 0.8618421052631579, + "TN": 1751712, + "TP": 524, + "n_pred": 543, + "n_ref": 589 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2367, + "IoU": 0.0, + "TN": 1749953, + "TP": 0, + "n_pred": 2367, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9681705910073287, + "FN": 9636, + "FP": 6034, + "IoU": 0.938304900567343, + "TN": 1498329, + "TP": 238321, + "n_pred": 244355, + "n_ref": 247957 + }, + "7": { + "Dice": 0.5015494636471991, + "FN": 519, + "FP": 1572, + "IoU": 0.3347120585427935, + "TN": 1749177, + "TP": 1052, + "n_pred": 2624, + "n_ref": 1571 + }, + "8": { + "Dice": 0.9000852647081622, + "FN": 2845, + "FP": 1022, + "IoU": 0.818322762508809, + "TN": 1731035, + "TP": 17418, + "n_pred": 18440, + "n_ref": 20263 + }, + "9": { + "Dice": 0.8122972574461811, + "FN": 1654, + "FP": 3438, + "IoU": 0.6839230291744258, + "TN": 1736210, + "TP": 11018, + "n_pred": 14456, + "n_ref": 12672 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0279.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0279.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9490704591116064, + "FN": 147, + "FP": 5658, + "IoU": 0.9030771542584275, + "TN": 1166731, + "TP": 54088, + "n_pred": 59746, + "n_ref": 54235 + }, + "10": { + "Dice": 0.8569734832075515, + "FN": 2019, + "FP": 4254, + "IoU": 0.7497406845926753, + "TN": 1201558, + "TP": 18793, + "n_pred": 23047, + "n_ref": 20812 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6986896348645465, + "FN": 6026, + "FP": 2160, + "IoU": 0.536912372008825, + "TN": 1208947, + "TP": 9491, + "n_pred": 11651, + "n_ref": 15517 + }, + "14": { + "Dice": 0.9253988940157092, + "FN": 92, + "FP": 4144, + "IoU": 0.8611557245402995, + "TN": 1196115, + "TP": 26273, + "n_pred": 30417, + "n_ref": 26365 + }, + "15": { + "Dice": 0.8485919939386286, + "FN": 8330, + "FP": 3660, + "IoU": 0.737003728887914, + "TN": 1181034, + "TP": 33600, + "n_pred": 37260, + "n_ref": 41930 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9648884267775734, + "FN": 541, + "FP": 776, + "IoU": 0.9321588626178334, + "TN": 1207211, + "TP": 18096, + "n_pred": 18872, + "n_ref": 18637 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 610, + "IoU": 0.0, + "TN": 1226014, + "TP": 0, + "n_pred": 610, + "n_ref": 0 + }, + "7": { + "Dice": 0.9461394492142242, + "FN": 972, + "FP": 841, + "IoU": 0.8977842927214298, + "TN": 1208887, + "TP": 15924, + "n_pred": 16765, + "n_ref": 16896 + }, + "8": { + "Dice": 0.9572946022111424, + "FN": 556, + "FP": 429, + "IoU": 0.9180873180873181, + "TN": 1214599, + "TP": 11040, + "n_pred": 11469, + "n_ref": 11596 + }, + "9": { + "Dice": 0.9486542854305293, + "FN": 464, + "FP": 570, + "IoU": 0.9023238239183827, + "TN": 1216038, + "TP": 9552, + "n_pred": 10122, + "n_ref": 10016 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0321.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0321.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9017102048487127, + "FN": 900, + "FP": 669, + "IoU": 0.8210130047912388, + "TN": 1743554, + "TP": 7197, + "n_pred": 7866, + "n_ref": 8097 + }, + "11": { + "Dice": 0.0, + "FN": 639, + "FP": 0, + "IoU": 0.0, + "TN": 1751681, + "TP": 0, + "n_pred": 0, + "n_ref": 639 + }, + "12": { + "Dice": 0.0, + "FN": 1232, + "FP": 0, + "IoU": 0.0, + "TN": 1751088, + "TP": 0, + "n_pred": 0, + "n_ref": 1232 + }, + "13": { + "Dice": 0.5550906555090656, + "FN": 257, + "FP": 700, + "IoU": 0.3841698841698842, + "TN": 1750766, + "TP": 597, + "n_pred": 1297, + "n_ref": 854 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 1752315, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 518, + "IoU": 0.0, + "TN": 1751802, + "TP": 0, + "n_pred": 518, + "n_ref": 0 + }, + "3": { + "Dice": 0.41576354679802957, + "FN": 554, + "FP": 39, + "IoU": 0.26243781094527363, + "TN": 1751516, + "TP": 211, + "n_pred": 250, + "n_ref": 765 + }, + "4": { + "Dice": 0.0018882175226586104, + "FN": 585, + "FP": 9987, + "IoU": 0.000945000945000945, + "TN": 1741738, + "TP": 10, + "n_pred": 9997, + "n_ref": 595 + }, + "5": { + "Dice": 0.5796344647519582, + "FN": 30, + "FP": 775, + "IoU": 0.40808823529411764, + "TN": 1750960, + "TP": 555, + "n_pred": 1330, + "n_ref": 585 + }, + "6": { + "Dice": 0.9624677240870527, + "FN": 5527, + "FP": 12381, + "IoU": 0.9276508754777353, + "TN": 1504798, + "TP": 229614, + "n_pred": 241995, + "n_ref": 235141 + }, + "7": { + "Dice": 0.9171237024770988, + "FN": 35794, + "FP": 3344, + "IoU": 0.8469330288002753, + "TN": 1496628, + "TP": 216554, + "n_pred": 219898, + "n_ref": 252348 + }, + "8": { + "Dice": 0.9090357625389472, + "FN": 561, + "FP": 2738, + "IoU": 0.8332406611737351, + "TN": 1732537, + "TP": 16484, + "n_pred": 19222, + "n_ref": 17045 + }, + "9": { + "Dice": 0.8496464775534543, + "FN": 372, + "FP": 3158, + "IoU": 0.738595971563981, + "TN": 1738816, + "TP": 9974, + "n_pred": 13132, + "n_ref": 10346 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0336.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0336.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9660113655324035, + "FN": 624, + "FP": 2839, + "IoU": 0.9342572377788325, + "TN": 1349181, + "TP": 49212, + "n_pred": 52051, + "n_ref": 49836 + }, + "10": { + "Dice": 0.8862158192880621, + "FN": 774, + "FP": 853, + "IoU": 0.7956800200929298, + "TN": 1393893, + "TP": 6336, + "n_pred": 7189, + "n_ref": 7110 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 445, + "FP": 0, + "IoU": 0.0, + "TN": 1401411, + "TP": 0, + "n_pred": 0, + "n_ref": 445 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 818, + "IoU": 0.0, + "TN": 1401038, + "TP": 0, + "n_pred": 818, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9636708180906152, + "FN": 1833, + "FP": 1752, + "IoU": 0.929888721569241, + "TN": 1350723, + "TP": 47548, + "n_pred": 49300, + "n_ref": 49381 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 111, + "IoU": 0.0, + "TN": 1401745, + "TP": 0, + "n_pred": 111, + "n_ref": 0 + }, + "6": { + "Dice": 0.7922780255531855, + "FN": 954, + "FP": 8687, + "IoU": 0.6560102758054733, + "TN": 1373829, + "TP": 18386, + "n_pred": 27073, + "n_ref": 19340 + }, + "7": { + "Dice": 0.9285403996524761, + "FN": 11802, + "FP": 2016, + "IoU": 0.8666126089600649, + "TN": 1298263, + "TP": 89775, + "n_pred": 91791, + "n_ref": 101577 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0367.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0367.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7391304347826086, + "FN": 31, + "FP": 5, + "IoU": 0.5862068965517241, + "TN": 2453161, + "TP": 51, + "n_pred": 56, + "n_ref": 82 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 45, + "IoU": 0.0, + "TN": 2453203, + "TP": 0, + "n_pred": 45, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.008547008547008548, + "FN": 232, + "FP": 0, + "IoU": 0.004291845493562232, + "TN": 2453015, + "TP": 1, + "n_pred": 1, + "n_ref": 233 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 58, + "IoU": 0.0, + "TN": 2453190, + "TP": 0, + "n_pred": 58, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 31535, + "IoU": 0.0, + "TN": 2421713, + "TP": 0, + "n_pred": 31535, + "n_ref": 0 + }, + "2": { + "Dice": 0.5934065934065934, + "FN": 5, + "FP": 32, + "IoU": 0.421875, + "TN": 2453184, + "TP": 27, + "n_pred": 59, + "n_ref": 32 + }, + "3": { + "Dice": 0.9377115775220041, + "FN": 128, + "FP": 56, + "IoU": 0.882727852135118, + "TN": 2451679, + "TP": 1385, + "n_pred": 1441, + "n_ref": 1513 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 15, + "IoU": 0.0, + "TN": 2453233, + "TP": 0, + "n_pred": 15, + "n_ref": 0 + }, + "5": { + "Dice": 0.8836613642491238, + "FN": 315, + "FP": 1411, + "IoU": 0.791571066296341, + "TN": 2444967, + "TP": 6555, + "n_pred": 7966, + "n_ref": 6870 + }, + "6": { + "Dice": 0.6259347165862746, + "FN": 705, + "FP": 28609, + "IoU": 0.45553491827637443, + "TN": 2399408, + "TP": 24526, + "n_pred": 53135, + "n_ref": 25231 + }, + "7": { + "Dice": 0.9086426758103884, + "FN": 55441, + "FP": 590, + "IoU": 0.8325803617849011, + "TN": 2118574, + "TP": 278643, + "n_pred": 279233, + "n_ref": 334084 + }, + "8": { + "Dice": 0.9493358824713222, + "FN": 1070, + "FP": 2958, + "IoU": 0.90355791792367, + "TN": 2411482, + "TP": 37738, + "n_pred": 40696, + "n_ref": 38808 + }, + "9": { + "Dice": 0.779874213836478, + "FN": 991, + "FP": 94, + "IoU": 0.6391752577319587, + "TN": 2450241, + "TP": 1922, + "n_pred": 2016, + "n_ref": 2913 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0379.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0379.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8056598654996645, + "FN": 8693, + "FP": 4918, + "IoU": 0.6745648431522571, + "TN": 1710496, + "TP": 28213, + "n_pred": 33131, + "n_ref": 36906 + }, + "11": { + "Dice": 0.0, + "FN": 848, + "FP": 0, + "IoU": 0.0, + "TN": 1751472, + "TP": 0, + "n_pred": 0, + "n_ref": 848 + }, + "12": { + "Dice": 0.0, + "FN": 555, + "FP": 0, + "IoU": 0.0, + "TN": 1751765, + "TP": 0, + "n_pred": 0, + "n_ref": 555 + }, + "13": { + "Dice": 0.8634081512108683, + "FN": 6102, + "FP": 3148, + "IoU": 0.7596466155645056, + "TN": 1713835, + "TP": 29235, + "n_pred": 32383, + "n_ref": 35337 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.4030099263528658, + "FN": 4220, + "FP": 51712, + "IoU": 0.25235593696114206, + "TN": 1677509, + "TP": 18879, + "n_pred": 70591, + "n_ref": 23099 + }, + "3": { + "Dice": 0.5700537496800614, + "FN": 33375, + "FP": 221, + "IoU": 0.3986539700723133, + "TN": 1696452, + "TP": 22272, + "n_pred": 22493, + "n_ref": 55647 + }, + "4": { + "Dice": 0.4338561704646345, + "FN": 1466, + "FP": 447, + "IoU": 0.2770219198790627, + "TN": 1749674, + "TP": 733, + "n_pred": 1180, + "n_ref": 2199 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.963464209064512, + "FN": 1836, + "FP": 1058, + "IoU": 0.9295040436519536, + "TN": 1711268, + "TP": 38158, + "n_pred": 39216, + "n_ref": 39994 + }, + "7": { + "Dice": 0.744119844856421, + "FN": 496, + "FP": 6695, + "IoU": 0.5925086416954723, + "TN": 1734673, + "TP": 10456, + "n_pred": 17151, + "n_ref": 10952 + }, + "8": { + "Dice": 0.9367969384205033, + "FN": 365, + "FP": 725, + "IoU": 0.881108202443281, + "TN": 1743152, + "TP": 8078, + "n_pred": 8803, + "n_ref": 8443 + }, + "9": { + "Dice": 0.9222454672245467, + "FN": 264, + "FP": 182, + "IoU": 0.8557101261727597, + "TN": 1749229, + "TP": 2645, + "n_pred": 2827, + "n_ref": 2909 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0383.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0383.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9013157894736842, + "FN": 55, + "FP": 5, + "IoU": 0.8203592814371258, + "TN": 2978610, + "TP": 274, + "n_pred": 279, + "n_ref": 329 + }, + "10": { + "Dice": 0.7972174624689906, + "FN": 4878, + "FP": 3051, + "IoU": 0.6628109717201786, + "TN": 2955429, + "TP": 15586, + "n_pred": 18637, + "n_ref": 20464 + }, + "11": { + "Dice": 0.0, + "FN": 3120, + "FP": 0, + "IoU": 0.0, + "TN": 2975824, + "TP": 0, + "n_pred": 0, + "n_ref": 3120 + }, + "12": { + "Dice": 0.0, + "FN": 3392, + "FP": 0, + "IoU": 0.0, + "TN": 2975552, + "TP": 0, + "n_pred": 0, + "n_ref": 3392 + }, + "13": { + "Dice": 0.7642320819112628, + "FN": 999, + "FP": 728, + "IoU": 0.6184268669907202, + "TN": 2974418, + "TP": 2799, + "n_pred": 3527, + "n_ref": 3798 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 691, + "IoU": 0.0, + "TN": 2978253, + "TP": 0, + "n_pred": 691, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 4669, + "IoU": 0.0, + "TN": 2974275, + "TP": 0, + "n_pred": 4669, + "n_ref": 0 + }, + "2": { + "Dice": 0.9646198649234773, + "FN": 1876, + "FP": 979, + "IoU": 0.9316576900059844, + "TN": 2937169, + "TP": 38920, + "n_pred": 39899, + "n_ref": 40796 + }, + "3": { + "Dice": 0.9639760469992633, + "FN": 972, + "FP": 935, + "IoU": 0.9304572970607541, + "TN": 2951522, + "TP": 25515, + "n_pred": 26450, + "n_ref": 26487 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 2978942, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "6": { + "Dice": 0.9784007945721436, + "FN": 1943, + "FP": 4755, + "IoU": 0.9577149134159506, + "TN": 2820543, + "TP": 151703, + "n_pred": 156458, + "n_ref": 153646 + }, + "7": { + "Dice": 0.9520441515297647, + "FN": 4471, + "FP": 3584, + "IoU": 0.9084773494222314, + "TN": 2890933, + "TP": 79956, + "n_pred": 83540, + "n_ref": 84427 + }, + "8": { + "Dice": 0.6871609403254972, + "FN": 164, + "FP": 9, + "IoU": 0.5234159779614325, + "TN": 2978581, + "TP": 190, + "n_pred": 199, + "n_ref": 354 + }, + "9": { + "Dice": 0.9612873628118714, + "FN": 614, + "FP": 483, + "IoU": 0.9254603519739077, + "TN": 2964227, + "TP": 13620, + "n_pred": 14103, + "n_ref": 14234 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0391.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0391.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9594018046945845, + "FN": 1554, + "FP": 1177, + "IoU": 0.9219714285714286, + "TN": 1717320, + "TP": 32269, + "n_pred": 33446, + "n_ref": 33823 + }, + "10": { + "Dice": 0.6343443993312634, + "FN": 1290, + "FP": 241, + "IoU": 0.4644980762504372, + "TN": 1749461, + "TP": 1328, + "n_pred": 1569, + "n_ref": 2618 + }, + "11": { + "Dice": 0.0, + "FN": 292, + "FP": 0, + "IoU": 0.0, + "TN": 1752028, + "TP": 0, + "n_pred": 0, + "n_ref": 292 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.810488863810912, + "FN": 8507, + "FP": 3584, + "IoU": 0.6813629895114109, + "TN": 1714374, + "TP": 25855, + "n_pred": 29439, + "n_ref": 34362 + }, + "14": { + "Dice": 0.9467208506673949, + "FN": 1029, + "FP": 2288, + "IoU": 0.8988318540885107, + "TN": 1719533, + "TP": 29470, + "n_pred": 31758, + "n_ref": 30499 + }, + "15": { + "Dice": 0.9537519302745571, + "FN": 1348, + "FP": 419, + "IoU": 0.9115925351478461, + "TN": 1732333, + "TP": 18220, + "n_pred": 18639, + "n_ref": 19568 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.19510328997704668, + "FN": 2019, + "FP": 85, + "IoU": 0.10809665112335735, + "TN": 1749961, + "TP": 255, + "n_pred": 340, + "n_ref": 2274 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9767034810568992, + "FN": 4373, + "FP": 3959, + "IoU": 0.9544677060620468, + "TN": 1569329, + "TP": 174659, + "n_pred": 178618, + "n_ref": 179032 + }, + "7": { + "Dice": 0.8233802636705688, + "FN": 28199, + "FP": 2172, + "IoU": 0.6997845083231189, + "TN": 1651156, + "TP": 70793, + "n_pred": 72965, + "n_ref": 98992 + }, + "8": { + "Dice": 0.8716891356066614, + "FN": 2218, + "FP": 209, + "IoU": 0.7725611470340175, + "TN": 1741649, + "TP": 8244, + "n_pred": 8453, + "n_ref": 10462 + }, + "9": { + "Dice": 0.7019106635682933, + "FN": 2773, + "FP": 1845, + "IoU": 0.5407260069617106, + "TN": 1742265, + "TP": 5437, + "n_pred": 7282, + "n_ref": 8210 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0392.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0392.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 19, + "IoU": 0.0, + "TN": 2102765, + "TP": 0, + "n_pred": 19, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5341614906832298, + "FN": 3762, + "FP": 213, + "IoU": 0.3644067796610169, + "TN": 2096530, + "TP": 2279, + "n_pred": 2492, + "n_ref": 6041 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 7791, + "IoU": 0.0, + "TN": 2094993, + "TP": 0, + "n_pred": 7791, + "n_ref": 0 + }, + "15": { + "Dice": 0.7986636971046771, + "FN": 1742, + "FP": 66, + "IoU": 0.6648127549128662, + "TN": 2097390, + "TP": 3586, + "n_pred": 3652, + "n_ref": 5328 + }, + "2": { + "Dice": 0.6811750599520384, + "FN": 5316, + "FP": 2, + "IoU": 0.5165015001363761, + "TN": 2091785, + "TP": 5681, + "n_pred": 5683, + "n_ref": 10997 + }, + "3": { + "Dice": 0.9236839120501644, + "FN": 5230, + "FP": 4190, + "IoU": 0.8581901937465187, + "TN": 2036357, + "TP": 57007, + "n_pred": 61197, + "n_ref": 62237 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9906151038398003, + "FN": 441, + "FP": 860, + "IoU": 0.9814047224286776, + "TN": 2032820, + "TP": 68663, + "n_pred": 69523, + "n_ref": 69104 + }, + "7": { + "Dice": 0.001576680510690663, + "FN": 51329, + "FP": 597, + "IoU": 0.0007889622260280562, + "TN": 2050817, + "TP": 41, + "n_pred": 638, + "n_ref": 51370 + }, + "8": { + "Dice": 0.849452269170579, + "FN": 76, + "FP": 405, + "IoU": 0.7383025027203483, + "TN": 2100946, + "TP": 1357, + "n_pred": 1762, + "n_ref": 1433 + }, + "9": { + "Dice": 0.9516381652549145, + "FN": 314, + "FP": 1199, + "IoU": 0.9077382767241905, + "TN": 2086385, + "TP": 14886, + "n_pred": 16085, + "n_ref": 15200 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0404.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0404.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": 0.5575824964650355, + "FN": 2760.2399999999993, + "FP": 3214.8511111111115, + "IoU": 0.4794117009704315, + "TN": 1893167.7422222223, + "TP": 16727.033333333333, + "n_pred": 19941.884444444448, + "n_ref": 19487.273333333334 + }, + "mean": { + "1": { + "Dice": 0.5534866061188065, + "FN": 2093.133333333333, + "FP": 2143.8, + "IoU": 0.49587488065044366, + "TN": 1894493.9333333333, + "TP": 17139.0, + "n_pred": 19282.8, + "n_ref": 19232.133333333335 + }, + "10": { + "Dice": 0.5629754866828216, + "FN": 2670.4, + "FP": 3152.1666666666665, + "IoU": 0.4615598103404184, + "TN": 1901890.9, + "TP": 8156.4, + "n_pred": 11308.566666666668, + "n_ref": 10826.8 + }, + "11": { + "Dice": 0.2515198043726789, + "FN": 219.3, + "FP": 187.86666666666667, + "IoU": 0.18134356126546738, + "TN": 1915213.7666666666, + "TP": 248.93333333333334, + "n_pred": 436.8, + "n_ref": 468.23333333333335 + }, + "12": { + "Dice": 0.3469920459085336, + "FN": 313.1, + "FP": 159.53333333333333, + "IoU": 0.2590277064816597, + "TN": 1915068.5333333334, + "TP": 328.7, + "n_pred": 488.23333333333335, + "n_ref": 641.8 + }, + "13": { + "Dice": 0.4380884826034507, + "FN": 3772.0333333333333, + "FP": 1976.0333333333333, + "IoU": 0.33201735060991966, + "TN": 1905336.9, + "TP": 4784.9, + "n_pred": 6760.933333333333, + "n_ref": 8556.933333333332 + }, + "14": { + "Dice": 0.6467758569964144, + "FN": 2891.6666666666665, + "FP": 4520.9, + "IoU": 0.5633361102034444, + "TN": 1899631.5333333334, + "TP": 8825.766666666666, + "n_pred": 13346.666666666666, + "n_ref": 11717.433333333332 + }, + "15": { + "Dice": 0.5158228058909419, + "FN": 1539.7, + "FP": 2679.866666666667, + "IoU": 0.4144282187448416, + "TN": 1906403.5, + "TP": 5246.8, + "n_pred": 7926.666666666667, + "n_ref": 6786.5 + }, + "2": { + "Dice": 0.6183882126708335, + "FN": 1332.4333333333334, + "FP": 2156.366666666667, + "IoU": 0.5653994887515351, + "TN": 1901737.5666666667, + "TP": 10643.5, + "n_pred": 12799.866666666667, + "n_ref": 11975.933333333332 + }, + "3": { + "Dice": 0.60273312300192, + "FN": 1760.7, + "FP": 2178.766666666667, + "IoU": 0.5484315189975166, + "TN": 1899343.4666666666, + "TP": 12586.933333333332, + "n_pred": 14765.7, + "n_ref": 14347.633333333333 + }, + "4": { + "Dice": 0.4528748364724521, + "FN": 618.8333333333334, + "FP": 747.0666666666667, + "IoU": 0.4018034500001866, + "TN": 1910207.1, + "TP": 4296.866666666667, + "n_pred": 5043.933333333333, + "n_ref": 4915.7 + }, + "5": { + "Dice": 0.29895023735796583, + "FN": 964.0666666666667, + "FP": 272.2, + "IoU": 0.22406063728143627, + "TN": 1913768.1333333333, + "TP": 865.4666666666667, + "n_pred": 1137.6666666666667, + "n_ref": 1829.5333333333333 + }, + "6": { + "Dice": 0.8977294014724583, + "FN": 9205.0, + "FP": 15481.1, + "IoU": 0.8287340177038555, + "TN": 1781002.8666666667, + "TP": 110180.9, + "n_pred": 125662.0, + "n_ref": 119385.9 + }, + "7": { + "Dice": 0.7001944340427737, + "FN": 10851.933333333332, + "FP": 9333.166666666666, + "IoU": 0.6104525669859491, + "TN": 1848975.9, + "TP": 46708.86666666667, + "n_pred": 56042.03333333333, + "n_ref": 57560.8 + }, + "8": { + "Dice": 0.7204839482745014, + "FN": 849.6333333333333, + "FP": 1668.7666666666667, + "IoU": 0.667034005900667, + "TN": 1901206.5666666667, + "TP": 12144.9, + "n_pred": 13813.666666666666, + "n_ref": 12994.533333333333 + }, + "9": { + "Dice": 0.75672216510898, + "FN": 2321.6666666666665, + "FP": 1565.1666666666667, + "IoU": 0.637672190639133, + "TN": 1903235.4666666666, + "TP": 8747.566666666668, + "n_pred": 10312.733333333334, + "n_ref": 11069.233333333334 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9563989476942123, + "FN": 595, + "FP": 1659, + "IoU": 0.9164411492122335, + "TN": 2075809, + "TP": 24721, + "n_pred": 26380, + "n_ref": 25316 + }, + "10": { + "Dice": 0.613540197461213, + "FN": 9, + "FP": 539, + "IoU": 0.44252288911495424, + "TN": 2101801, + "TP": 435, + "n_pred": 974, + "n_ref": 444 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 27, + "IoU": 0.0, + "TN": 2102757, + "TP": 0, + "n_pred": 27, + "n_ref": 0 + }, + "12": { + "Dice": 0.8044444444444444, + "FN": 43, + "FP": 45, + "IoU": 0.6728624535315985, + "TN": 2102515, + "TP": 181, + "n_pred": 226, + "n_ref": 224 + }, + "13": { + "Dice": 0.26223043746149105, + "FN": 132, + "FP": 5855, + "IoU": 0.15090058147780458, + "TN": 2095733, + "TP": 1064, + "n_pred": 6919, + "n_ref": 1196 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.09433962264150944, + "FN": 383, + "FP": 1, + "IoU": 0.04950495049504951, + "TN": 2102380, + "TP": 20, + "n_pred": 21, + "n_ref": 403 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8890408357075024, + "FN": 683, + "FP": 2238, + "IoU": 0.8002461875128223, + "TN": 2088161, + "TP": 11702, + "n_pred": 13940, + "n_ref": 12385 + }, + "5": { + "Dice": 0.6119775421085465, + "FN": 958, + "FP": 286, + "IoU": 0.4408988764044944, + "TN": 2100559, + "TP": 981, + "n_pred": 1267, + "n_ref": 1939 + }, + "6": { + "Dice": 0.9717189013657884, + "FN": 11166, + "FP": 5416, + "IoU": 0.9449934484417243, + "TN": 1801329, + "TP": 284873, + "n_pred": 290289, + "n_ref": 296039 + }, + "7": { + "Dice": 0.948532867790237, + "FN": 3147, + "FP": 6051, + "IoU": 0.9021041540279063, + "TN": 2008827, + "TP": 84759, + "n_pred": 90810, + "n_ref": 87906 + }, + "8": { + "Dice": 0.78419452887538, + "FN": 29, + "FP": 42, + "IoU": 0.645, + "TN": 2102584, + "TP": 129, + "n_pred": 171, + "n_ref": 158 + }, + "9": { + "Dice": 0.8210883914941194, + "FN": 2421, + "FP": 5900, + "IoU": 0.6964800291811052, + "TN": 2075369, + "TP": 19094, + "n_pred": 24994, + "n_ref": 21515 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0007.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0007.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 3, + "FP": 0, + "IoU": 0.0, + "TN": 1401853, + "TP": 0, + "n_pred": 0, + "n_ref": 3 + }, + "10": { + "Dice": 0.856524977773506, + "FN": 8354, + "FP": 3588, + "IoU": 0.7490543834580147, + "TN": 1354268, + "TP": 35646, + "n_pred": 39234, + "n_ref": 44000 + }, + "11": { + "Dice": 0.1272430668841762, + "FN": 502, + "FP": 33, + "IoU": 0.06794425087108014, + "TN": 1401282, + "TP": 39, + "n_pred": 72, + "n_ref": 541 + }, + "12": { + "Dice": 0.5586776859504132, + "FN": 757, + "FP": 311, + "IoU": 0.3876146788990826, + "TN": 1400112, + "TP": 676, + "n_pred": 987, + "n_ref": 1433 + }, + "13": { + "Dice": 0.3141607803565422, + "FN": 78, + "FP": 1961, + "IoU": 0.18635275339185953, + "TN": 1399350, + "TP": 467, + "n_pred": 2428, + "n_ref": 545 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.6430277420540144, + "FN": 521, + "FP": 18909, + "IoU": 0.47386948280530733, + "TN": 1364926, + "TP": 17500, + "n_pred": 36409, + "n_ref": 18021 + }, + "3": { + "Dice": 0.8524836252543436, + "FN": 24177, + "FP": 980, + "IoU": 0.7428945189939395, + "TN": 1304009, + "TP": 72690, + "n_pred": 73670, + "n_ref": 96867 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 10, + "FP": 1277, + "IoU": 0.0, + "TN": 1400569, + "TP": 0, + "n_pred": 1277, + "n_ref": 10 + }, + "6": { + "Dice": 0.977550054530115, + "FN": 3863, + "FP": 4865, + "IoU": 0.9560859764933183, + "TN": 1203104, + "TP": 190024, + "n_pred": 194889, + "n_ref": 193887 + }, + "7": { + "Dice": 0.9108790428875596, + "FN": 8602, + "FP": 1946, + "IoU": 0.8363433252653137, + "TN": 1337404, + "TP": 53904, + "n_pred": 55850, + "n_ref": 62506 + }, + "8": { + "Dice": 0.43011262085746893, + "FN": 2071, + "FP": 24394, + "IoU": 0.2739767365302315, + "TN": 1365404, + "TP": 9987, + "n_pred": 34381, + "n_ref": 12058 + }, + "9": { + "Dice": 0.7610705961957748, + "FN": 773, + "FP": 5583, + "IoU": 0.6142969840402938, + "TN": 1385377, + "TP": 10123, + "n_pred": 15706, + "n_ref": 10896 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0009.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0009.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1113, + "IoU": 0.0, + "TN": 1575975, + "TP": 0, + "n_pred": 1113, + "n_ref": 0 + }, + "10": { + "Dice": 0.7963787647954998, + "FN": 2543, + "FP": 4407, + "IoU": 0.661652305145806, + "TN": 1556547, + "TP": 13591, + "n_pred": 17998, + "n_ref": 16134 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6505231295650458, + "FN": 4425, + "FP": 886, + "IoU": 0.48205578310903063, + "TN": 1566834, + "TP": 4943, + "n_pred": 5829, + "n_ref": 9368 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.8303471716436028, + "FN": 6419, + "FP": 569, + "IoU": 0.709909087135207, + "TN": 1552999, + "TP": 17101, + "n_pred": 17670, + "n_ref": 23520 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9501097503436109, + "FN": 561, + "FP": 4303, + "IoU": 0.9049610191680181, + "TN": 1525909, + "TP": 46315, + "n_pred": 50618, + "n_ref": 46876 + }, + "4": { + "Dice": 0.0, + "FN": 251, + "FP": 0, + "IoU": 0.0, + "TN": 1576837, + "TP": 0, + "n_pred": 0, + "n_ref": 251 + }, + "5": { + "Dice": 0.0, + "FN": 9, + "FP": 0, + "IoU": 0.0, + "TN": 1577079, + "TP": 0, + "n_pred": 0, + "n_ref": 9 + }, + "6": { + "Dice": 0.7915350359684847, + "FN": 9511, + "FP": 1443, + "IoU": 0.6549921259842519, + "TN": 1545338, + "TP": 20796, + "n_pred": 22239, + "n_ref": 30307 + }, + "7": { + "Dice": 0.9306461011763849, + "FN": 5800, + "FP": 9434, + "IoU": 0.8702882200178808, + "TN": 1459643, + "TP": 102211, + "n_pred": 111645, + "n_ref": 108011 + }, + "8": { + "Dice": 0.8666209105467856, + "FN": 325, + "FP": 841, + "IoU": 0.7646346386758175, + "TN": 1572134, + "TP": 3788, + "n_pred": 4629, + "n_ref": 4113 + }, + "9": { + "Dice": 0.6094182825484764, + "FN": 546, + "FP": 723, + "IoU": 0.43824701195219123, + "TN": 1574829, + "TP": 990, + "n_pred": 1713, + "n_ref": 1536 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0014.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0014.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6928384858290125, + "FN": 2352, + "FP": 5527, + "IoU": 0.5300328064419922, + "TN": 1385091, + "TP": 8886, + "n_pred": 14413, + "n_ref": 11238 + }, + "11": { + "Dice": 0.5539383561643836, + "FN": 697, + "FP": 345, + "IoU": 0.3830669034931912, + "TN": 1400167, + "TP": 647, + "n_pred": 992, + "n_ref": 1344 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5630712979890311, + "FN": 11605, + "FP": 3452, + "IoU": 0.39185750636132316, + "TN": 1377097, + "TP": 9702, + "n_pred": 13154, + "n_ref": 21307 + }, + "14": { + "Dice": 0.7998437805116189, + "FN": 877, + "FP": 148, + "IoU": 0.6664497233973316, + "TN": 1398783, + "TP": 2048, + "n_pred": 2196, + "n_ref": 2925 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 18867, + "IoU": 0.0, + "TN": 1382989, + "TP": 0, + "n_pred": 18867, + "n_ref": 0 + }, + "2": { + "Dice": 0.9554838078465904, + "FN": 234, + "FP": 221, + "IoU": 0.91476208317722, + "TN": 1396518, + "TP": 4883, + "n_pred": 5104, + "n_ref": 5117 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.7689170820117807, + "FN": 482, + "FP": 538, + "IoU": 0.624585940375414, + "TN": 1399139, + "TP": 1697, + "n_pred": 2235, + "n_ref": 2179 + }, + "5": { + "Dice": 0.5653061224489796, + "FN": 292, + "FP": 134, + "IoU": 0.3940256045519203, + "TN": 1401153, + "TP": 277, + "n_pred": 411, + "n_ref": 569 + }, + "6": { + "Dice": 0.9171677456529844, + "FN": 5137, + "FP": 7082, + "IoU": 0.8470081510511225, + "TN": 1321989, + "TP": 67648, + "n_pred": 74730, + "n_ref": 72785 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.8884892086330936, + "FN": 1043, + "FP": 259, + "IoU": 0.7993527508090615, + "TN": 1395367, + "TP": 5187, + "n_pred": 5446, + "n_ref": 6230 + }, + "9": { + "Dice": 0.8980943912687205, + "FN": 7497, + "FP": 4193, + "IoU": 0.8150374988133287, + "TN": 1338654, + "TP": 51512, + "n_pred": 55705, + "n_ref": 59009 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0025.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0025.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7072041743814172, + "FN": 13195, + "FP": 7679, + "IoU": 0.5470346982618319, + "TN": 1355773, + "TP": 25209, + "n_pred": 32888, + "n_ref": 38404 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.29592406476828587, + "FN": 1155, + "FP": 106, + "IoU": 0.17365661861074705, + "TN": 1400330, + "TP": 265, + "n_pred": 371, + "n_ref": 1420 + }, + "13": { + "Dice": 0.44837063211621514, + "FN": 362, + "FP": 1043, + "IoU": 0.2889676113360324, + "TN": 1399880, + "TP": 571, + "n_pred": 1614, + "n_ref": 933 + }, + "14": { + "Dice": 0.3774943735933983, + "FN": 41350, + "FP": 140, + "IoU": 0.23266136489735528, + "TN": 1347786, + "TP": 12580, + "n_pred": 12720, + "n_ref": 53930 + }, + "15": { + "Dice": 0.3211055108648486, + "FN": 6980, + "FP": 13359, + "IoU": 0.19126008986440812, + "TN": 1376707, + "TP": 4810, + "n_pred": 18169, + "n_ref": 11790 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.8981071284736206, + "FN": 13, + "FP": 240, + "IoU": 0.8150584795321637, + "TN": 1400488, + "TP": 1115, + "n_pred": 1355, + "n_ref": 1128 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 25, + "IoU": 0.0, + "TN": 1401831, + "TP": 0, + "n_pred": 25, + "n_ref": 0 + }, + "6": { + "Dice": 0.9758447090715461, + "FN": 1836, + "FP": 1158, + "IoU": 0.9528288509713098, + "TN": 1338385, + "TP": 60477, + "n_pred": 61635, + "n_ref": 62313 + }, + "7": { + "Dice": 0.9131518947463971, + "FN": 12897, + "FP": 3368, + "IoU": 0.8401835457341338, + "TN": 1300083, + "TP": 85508, + "n_pred": 88876, + "n_ref": 98405 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 335, + "IoU": 0.0, + "TN": 1401521, + "TP": 0, + "n_pred": 335, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0033.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0033.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.2871338016104163, + "FN": 122, + "FP": 4039, + "IoU": 0.16763352670534107, + "TN": 2973945, + "TP": 838, + "n_pred": 4877, + "n_ref": 960 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 10247, + "IoU": 0.0, + "TN": 2968697, + "TP": 0, + "n_pred": 10247, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 234, + "FP": 0, + "IoU": 0.0, + "TN": 2978710, + "TP": 0, + "n_pred": 0, + "n_ref": 234 + }, + "14": { + "Dice": 0.021639875260591652, + "FN": 1640, + "FP": 55145, + "IoU": 0.010938289237629108, + "TN": 2921531, + "TP": 628, + "n_pred": 55773, + "n_ref": 2268 + }, + "15": { + "Dice": 0.8022565179018677, + "FN": 6485, + "FP": 10095, + "IoU": 0.6698066237826857, + "TN": 2928731, + "TP": 33633, + "n_pred": 43728, + "n_ref": 40118 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 211, + "IoU": 0.0, + "TN": 2978733, + "TP": 0, + "n_pred": 211, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.18955042527339003, + "FN": 752, + "FP": 1916, + "IoU": 0.10469798657718121, + "TN": 2975964, + "TP": 312, + "n_pred": 2228, + "n_ref": 1064 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7706213404581889, + "FN": 3963, + "FP": 52527, + "IoU": 0.6268380652917784, + "TN": 2827562, + "TP": 94892, + "n_pred": 147419, + "n_ref": 98855 + }, + "7": { + "Dice": 0.7404118880256505, + "FN": 5250, + "FP": 22115, + "IoU": 0.587820638339534, + "TN": 2912553, + "TP": 39026, + "n_pred": 61141, + "n_ref": 44276 + }, + "8": { + "Dice": 0.016177957532861477, + "FN": 968, + "FP": 5, + "IoU": 0.00815494393476045, + "TN": 2977963, + "TP": 8, + "n_pred": 13, + "n_ref": 976 + }, + "9": { + "Dice": 0.6727233860624199, + "FN": 3387, + "FP": 2737, + "IoU": 0.5068449025607988, + "TN": 2966526, + "TP": 6294, + "n_pred": 9031, + "n_ref": 9681 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0052.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0052.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 5684, + "IoU": 0.0, + "TN": 2097100, + "TP": 0, + "n_pred": 5684, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 575, + "FP": 2, + "IoU": 0.0, + "TN": 2102207, + "TP": 0, + "n_pred": 2, + "n_ref": 575 + }, + "11": { + "Dice": 0.04844290657439446, + "FN": 275, + "FP": 0, + "IoU": 0.024822695035460994, + "TN": 2102502, + "TP": 7, + "n_pred": 7, + "n_ref": 282 + }, + "12": { + "Dice": 0.0, + "FN": 29, + "FP": 0, + "IoU": 0.0, + "TN": 2102755, + "TP": 0, + "n_pred": 0, + "n_ref": 29 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8706030150753769, + "FN": 1921, + "FP": 1581, + "IoU": 0.7708565072302559, + "TN": 2087501, + "TP": 11781, + "n_pred": 13362, + "n_ref": 13702 + }, + "15": { + "Dice": 0.5874466788543571, + "FN": 320, + "FP": 357, + "IoU": 0.4158757549611734, + "TN": 2101625, + "TP": 482, + "n_pred": 839, + "n_ref": 802 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9262027555621994, + "FN": 2349, + "FP": 3575, + "IoU": 0.862549015058354, + "TN": 2059685, + "TP": 37175, + "n_pred": 40750, + "n_ref": 39524 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 97, + "IoU": 0.0, + "TN": 2102687, + "TP": 0, + "n_pred": 97, + "n_ref": 0 + }, + "5": { + "Dice": 0.7394882805510825, + "FN": 2671, + "FP": 241, + "IoU": 0.5866572036905607, + "TN": 2095739, + "TP": 4133, + "n_pred": 4374, + "n_ref": 6804 + }, + "6": { + "Dice": 0.9542990787584354, + "FN": 4363, + "FP": 11328, + "IoU": 0.9125927493928118, + "TN": 1923268, + "TP": 163825, + "n_pred": 175153, + "n_ref": 168188 + }, + "7": { + "Dice": 0.1044689495066744, + "FN": 2164, + "FP": 922, + "IoU": 0.05511328842620943, + "TN": 2099518, + "TP": 180, + "n_pred": 1102, + "n_ref": 2344 + }, + "8": { + "Dice": 0.8968645600269716, + "FN": 2548, + "FP": 817, + "IoU": 0.8130140031118026, + "TN": 2084788, + "TP": 14631, + "n_pred": 15448, + "n_ref": 17179 + }, + "9": { + "Dice": 0.780936584860186, + "FN": 5908, + "FP": 2545, + "IoU": 0.6406037414965986, + "TN": 2079264, + "TP": 15067, + "n_pred": 17612, + "n_ref": 20975 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0057.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0057.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 2229, + "FP": 0, + "IoU": 0.0, + "TN": 1750091, + "TP": 0, + "n_pred": 0, + "n_ref": 2229 + }, + "10": { + "Dice": 0.5145816912509853, + "FN": 3882, + "FP": 429, + "IoU": 0.34642207398423286, + "TN": 1745724, + "TP": 2285, + "n_pred": 2714, + "n_ref": 6167 + }, + "11": { + "Dice": 0.5530492898913951, + "FN": 970, + "FP": 635, + "IoU": 0.38221709006928406, + "TN": 1749722, + "TP": 993, + "n_pred": 1628, + "n_ref": 1963 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.15462354724608388, + "FN": 10010, + "FP": 28, + "IoU": 0.08378970427163199, + "TN": 1741364, + "TP": 918, + "n_pred": 946, + "n_ref": 10928 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1098, + "IoU": 0.0, + "TN": 1751222, + "TP": 0, + "n_pred": 1098, + "n_ref": 0 + }, + "3": { + "Dice": 0.7804878048780488, + "FN": 16, + "FP": 2, + "IoU": 0.64, + "TN": 1752270, + "TP": 32, + "n_pred": 34, + "n_ref": 48 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9475345677230667, + "FN": 48614, + "FP": 3373, + "IoU": 0.9002999420827947, + "TN": 1230886, + "TP": 469447, + "n_pred": 472820, + "n_ref": 518061 + }, + "7": { + "Dice": 0.6819888935255032, + "FN": 18822, + "FP": 30713, + "IoU": 0.517437895762299, + "TN": 1649670, + "TP": 53115, + "n_pred": 83828, + "n_ref": 71937 + }, + "8": { + "Dice": 0.9203243526026681, + "FN": 327, + "FP": 1196, + "IoU": 0.8524081790871209, + "TN": 1742001, + "TP": 8796, + "n_pred": 9992, + "n_ref": 9123 + }, + "9": { + "Dice": 0.8809245552525646, + "FN": 857, + "FP": 2811, + "IoU": 0.7871896031561847, + "TN": 1735084, + "TP": 13568, + "n_pred": 16379, + "n_ref": 14425 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0064.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0064.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6031746031746031, + "FN": 484, + "FP": 166, + "IoU": 0.4318181818181818, + "TN": 1050248, + "TP": 494, + "n_pred": 660, + "n_ref": 978 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8680382741579334, + "FN": 726, + "FP": 3039, + "IoU": 0.7668441912311122, + "TN": 1035244, + "TP": 12383, + "n_pred": 15422, + "n_ref": 13109 + }, + "14": { + "Dice": 0.8920153029742071, + "FN": 1279, + "FP": 471, + "IoU": 0.8050790822009356, + "TN": 1042414, + "TP": 7228, + "n_pred": 7699, + "n_ref": 8507 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9280703898325797, + "FN": 1748, + "FP": 1195, + "IoU": 0.8657941538601851, + "TN": 1029463, + "TP": 18986, + "n_pred": 20181, + "n_ref": 20734 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8930348258706468, + "FN": 141, + "FP": 31, + "IoU": 0.8067415730337079, + "TN": 1050502, + "TP": 718, + "n_pred": 749, + "n_ref": 859 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 7120, + "IoU": 0.0, + "TN": 1044272, + "TP": 0, + "n_pred": 7120, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8692885117493473, + "FN": 911, + "FP": 691, + "IoU": 0.7687978063212585, + "TN": 1044463, + "TP": 5327, + "n_pred": 6018, + "n_ref": 6238 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0084.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0084.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1750, + "IoU": 0.0, + "TN": 1400106, + "TP": 0, + "n_pred": 1750, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.7076279246718661, + "FN": 128, + "FP": 1409, + "IoU": 0.5475419487783338, + "TN": 1398459, + "TP": 1860, + "n_pred": 3269, + "n_ref": 1988 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8727626880207769, + "FN": 1102, + "FP": 4777, + "IoU": 0.774249289609093, + "TN": 1375814, + "TP": 20163, + "n_pred": 24940, + "n_ref": 21265 + }, + "15": { + "Dice": 0.8625706214689266, + "FN": 2199, + "FP": 1693, + "IoU": 0.7583509251210729, + "TN": 1385750, + "TP": 12214, + "n_pred": 13907, + "n_ref": 14413 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9451134850245105, + "FN": 1326, + "FP": 611, + "IoU": 0.8959385408832062, + "TN": 1383242, + "TP": 16677, + "n_pred": 17288, + "n_ref": 18003 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9460720917049393, + "FN": 6796, + "FP": 9091, + "IoU": 0.8976630035686219, + "TN": 1246614, + "TP": 139355, + "n_pred": 148446, + "n_ref": 146151 + }, + "7": { + "Dice": 0.8350268977884041, + "FN": 9285, + "FP": 651, + "IoU": 0.7167778347870702, + "TN": 1366774, + "TP": 25146, + "n_pred": 25797, + "n_ref": 34431 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.817977275284059, + "FN": 803, + "FP": 2433, + "IoU": 0.692014847244694, + "TN": 1391349, + "TP": 7271, + "n_pred": 9704, + "n_ref": 8074 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0086.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0086.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9249140742046356, + "FN": 1249, + "FP": 455, + "IoU": 0.8603164193786376, + "TN": 1564889, + "TP": 10495, + "n_pred": 10950, + "n_ref": 11744 + }, + "10": { + "Dice": 0.8131782442004029, + "FN": 680, + "FP": 5070, + "IoU": 0.6851730179588261, + "TN": 1558824, + "TP": 12514, + "n_pred": 17584, + "n_ref": 13194 + }, + "11": { + "Dice": 0.6181007884813164, + "FN": 1641, + "FP": 587, + "IoU": 0.44728355246837015, + "TN": 1573057, + "TP": 1803, + "n_pred": 2390, + "n_ref": 3444 + }, + "12": { + "Dice": 0.8045444982116557, + "FN": 364, + "FP": 565, + "IoU": 0.6730024639211545, + "TN": 1574247, + "TP": 1912, + "n_pred": 2477, + "n_ref": 2276 + }, + "13": { + "Dice": 0.816405330319725, + "FN": 361, + "FP": 3538, + "IoU": 0.6897676639083387, + "TN": 1564520, + "TP": 8669, + "n_pred": 12207, + "n_ref": 9030 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9633521747206963, + "FN": 1008, + "FP": 373, + "IoU": 0.929295515052222, + "TN": 1557556, + "TP": 18151, + "n_pred": 18524, + "n_ref": 19159 + }, + "3": { + "Dice": 0.9578571187754964, + "FN": 1798, + "FP": 702, + "IoU": 0.9191226424250267, + "TN": 1546177, + "TP": 28411, + "n_pred": 29113, + "n_ref": 30209 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.769917144678139, + "FN": 165, + "FP": 557, + "IoU": 0.6259067357512953, + "TN": 1575158, + "TP": 1208, + "n_pred": 1765, + "n_ref": 1373 + }, + "6": { + "Dice": 0.9708797059631767, + "FN": 3551, + "FP": 3231, + "IoU": 0.9434074049349545, + "TN": 1457249, + "TP": 113057, + "n_pred": 116288, + "n_ref": 116608 + }, + "7": { + "Dice": 0.9336499056787875, + "FN": 2402, + "FP": 3718, + "IoU": 0.8755566400292808, + "TN": 1527909, + "TP": 43059, + "n_pred": 46777, + "n_ref": 45461 + }, + "8": { + "Dice": 0.9325037949244223, + "FN": 1701, + "FP": 1456, + "IoU": 0.8735429601442019, + "TN": 1552123, + "TP": 21808, + "n_pred": 23264, + "n_ref": 23509 + }, + "9": { + "Dice": 0.45408678102926336, + "FN": 479, + "FP": 62, + "IoU": 0.293733681462141, + "TN": 1576322, + "TP": 225, + "n_pred": 287, + "n_ref": 704 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0098.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0098.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 1752316, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "10": { + "Dice": 0.8821014050091631, + "FN": 142, + "FP": 244, + "IoU": 0.7890710382513662, + "TN": 1750490, + "TP": 1444, + "n_pred": 1688, + "n_ref": 1586 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.728051391862955, + "FN": 118, + "FP": 9, + "IoU": 0.5723905723905723, + "TN": 1752023, + "TP": 170, + "n_pred": 179, + "n_ref": 288 + }, + "15": { + "Dice": 0.7358784573432022, + "FN": 690, + "FP": 2022, + "IoU": 0.5821263482280431, + "TN": 1745830, + "TP": 3778, + "n_pred": 5800, + "n_ref": 4468 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 22, + "IoU": 0.0, + "TN": 1752298, + "TP": 0, + "n_pred": 22, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8988226098001857, + "FN": 2331, + "FP": 1811, + "IoU": 0.8162377994676131, + "TN": 1729780, + "TP": 18398, + "n_pred": 20209, + "n_ref": 20729 + }, + "7": { + "Dice": 0.8258508150633771, + "FN": 44867, + "FP": 1530, + "IoU": 0.7033610597855622, + "TN": 1595911, + "TP": 110012, + "n_pred": 111542, + "n_ref": 154879 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0103.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0103.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9792628603993906, + "FN": 1145, + "FP": 638, + "IoU": 0.9593683059113076, + "TN": 2058902, + "TP": 42099, + "n_pred": 42737, + "n_ref": 43244 + }, + "10": { + "Dice": 0.8365888285112841, + "FN": 4720, + "FP": 1956, + "IoU": 0.7190826846202398, + "TN": 2079019, + "TP": 17089, + "n_pred": 19045, + "n_ref": 21809 + }, + "11": { + "Dice": 0.0, + "FN": 68, + "FP": 33, + "IoU": 0.0, + "TN": 2102683, + "TP": 0, + "n_pred": 33, + "n_ref": 68 + }, + "12": { + "Dice": 0.7289537712895378, + "FN": 792, + "FP": 1436, + "IoU": 0.5735068912710567, + "TN": 2097560, + "TP": 2996, + "n_pred": 4432, + "n_ref": 3788 + }, + "13": { + "Dice": 0.7905410050182168, + "FN": 3193, + "FP": 2901, + "IoU": 0.653631919972718, + "TN": 2085190, + "TP": 11500, + "n_pred": 14401, + "n_ref": 14693 + }, + "14": { + "Dice": 0.9670235546038544, + "FN": 733, + "FP": 961, + "IoU": 0.9361525704809287, + "TN": 2076252, + "TP": 24838, + "n_pred": 25799, + "n_ref": 25571 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7579527110435856, + "FN": 1650, + "FP": 5997, + "IoU": 0.6102446483180428, + "TN": 2083164, + "TP": 11973, + "n_pred": 17970, + "n_ref": 13623 + }, + "3": { + "Dice": 0.9737582005623243, + "FN": 20, + "FP": 260, + "IoU": 0.9488584474885845, + "TN": 2097309, + "TP": 5195, + "n_pred": 5455, + "n_ref": 5215 + }, + "4": { + "Dice": 0.9342053334836782, + "FN": 870, + "FP": 1464, + "IoU": 0.8765340668641557, + "TN": 2083880, + "TP": 16570, + "n_pred": 18034, + "n_ref": 17440 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 105, + "IoU": 0.0, + "TN": 2102679, + "TP": 0, + "n_pred": 105, + "n_ref": 0 + }, + "6": { + "Dice": 0.9487047052660317, + "FN": 6754, + "FP": 7150, + "IoU": 0.9024150588499519, + "TN": 1960303, + "TP": 128577, + "n_pred": 135727, + "n_ref": 135331 + }, + "7": { + "Dice": 0.9370176517692388, + "FN": 3713, + "FP": 1714, + "IoU": 0.8814987881302269, + "TN": 2056987, + "TP": 40370, + "n_pred": 42084, + "n_ref": 44083 + }, + "8": { + "Dice": 0.9546923387639693, + "FN": 615, + "FP": 731, + "IoU": 0.9133122947124364, + "TN": 2087257, + "TP": 14181, + "n_pred": 14912, + "n_ref": 14796 + }, + "9": { + "Dice": 0.8429331850321761, + "FN": 1978, + "FP": 1976, + "IoU": 0.7285086514693766, + "TN": 2088220, + "TP": 10610, + "n_pred": 12586, + "n_ref": 12588 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0118.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0118.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.1479072156124283, + "FN": 9933, + "FP": 22, + "IoU": 0.07985950642388391, + "TN": 3493821, + "TP": 864, + "n_pred": 886, + "n_ref": 10797 + }, + "10": { + "Dice": 0.8425531914893617, + "FN": 15, + "FP": 96, + "IoU": 0.7279411764705882, + "TN": 3504232, + "TP": 297, + "n_pred": 393, + "n_ref": 312 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3504640, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 3504634, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "13": { + "Dice": 0.7906817403220281, + "FN": 301, + "FP": 310, + "IoU": 0.6538243626062323, + "TN": 3502875, + "TP": 1154, + "n_pred": 1464, + "n_ref": 1455 + }, + "14": { + "Dice": 0.4824561403508772, + "FN": 211, + "FP": 497, + "IoU": 0.3179190751445087, + "TN": 3503602, + "TP": 330, + "n_pred": 827, + "n_ref": 541 + }, + "15": { + "Dice": 0.4107990774657441, + "FN": 435, + "FP": 8251, + "IoU": 0.2584941096124296, + "TN": 3492926, + "TP": 3028, + "n_pred": 11279, + "n_ref": 3463 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3504640, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 23, + "IoU": 0.0, + "TN": 3504617, + "TP": 0, + "n_pred": 23, + "n_ref": 0 + }, + "4": { + "Dice": 0.878920041536864, + "FN": 1220, + "FP": 2278, + "IoU": 0.7839940718784735, + "TN": 3488446, + "TP": 12696, + "n_pred": 14974, + "n_ref": 13916 + }, + "5": { + "Dice": 0.7512484394506866, + "FN": 1566, + "FP": 1622, + "IoU": 0.601599600099975, + "TN": 3496638, + "TP": 4814, + "n_pred": 6436, + "n_ref": 6380 + }, + "6": { + "Dice": 0.9510628786195561, + "FN": 7446, + "FP": 10835, + "IoU": 0.9066919829931452, + "TN": 3308719, + "TP": 177640, + "n_pred": 188475, + "n_ref": 185086 + }, + "7": { + "Dice": 0.888863028046084, + "FN": 916, + "FP": 39, + "IoU": 0.7999581064097193, + "TN": 3499866, + "TP": 3819, + "n_pred": 3858, + "n_ref": 4735 + }, + "8": { + "Dice": 0.9663010384952246, + "FN": 1370, + "FP": 246, + "IoU": 0.9347992737542868, + "TN": 3479855, + "TP": 23169, + "n_pred": 23415, + "n_ref": 24539 + }, + "9": { + "Dice": 0.7535168195718654, + "FN": 280, + "FP": 123, + "IoU": 0.6045142296368989, + "TN": 3503621, + "TP": 616, + "n_pred": 739, + "n_ref": 896 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0124.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0124.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9473180076628352, + "FN": 83, + "FP": 27, + "IoU": 0.899909008189263, + "TN": 3153077, + "TP": 989, + "n_pred": 1016, + "n_ref": 1072 + }, + "10": { + "Dice": 0.0, + "FN": 8, + "FP": 0, + "IoU": 0.0, + "TN": 3154168, + "TP": 0, + "n_pred": 0, + "n_ref": 8 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 5983, + "IoU": 0.0, + "TN": 3148193, + "TP": 0, + "n_pred": 5983, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 20, + "IoU": 0.0, + "TN": 3154156, + "TP": 0, + "n_pred": 20, + "n_ref": 0 + }, + "2": { + "Dice": 0.9550684016966614, + "FN": 4217, + "FP": 3590, + "IoU": 0.9140008812513769, + "TN": 3063396, + "TP": 82973, + "n_pred": 86563, + "n_ref": 87190 + }, + "3": { + "Dice": 0.9601165844068356, + "FN": 1737, + "FP": 1164, + "IoU": 0.9232925249213358, + "TN": 3116357, + "TP": 34918, + "n_pred": 36082, + "n_ref": 36655 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9877904053102685, + "FN": 370, + "FP": 237, + "IoU": 0.975875362664441, + "TN": 3129015, + "TP": 24554, + "n_pred": 24791, + "n_ref": 24924 + }, + "7": { + "Dice": 0.696616070185211, + "FN": 33955, + "FP": 9617, + "IoU": 0.5344672849267063, + "TN": 3060580, + "TP": 50024, + "n_pred": 59641, + "n_ref": 83979 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0131.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0131.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7452823715089549, + "FN": 7233, + "FP": 191, + "IoU": 0.593984140005469, + "TN": 2084499, + "TP": 10861, + "n_pred": 11052, + "n_ref": 18094 + }, + "10": { + "Dice": 0.8020839951712307, + "FN": 9993, + "FP": 5582, + "IoU": 0.6695661398111806, + "TN": 2055649, + "TP": 31560, + "n_pred": 37142, + "n_ref": 41553 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7176591375770021, + "FN": 535, + "FP": 565, + "IoU": 0.5596477181745396, + "TN": 2100286, + "TP": 1398, + "n_pred": 1963, + "n_ref": 1933 + }, + "13": { + "Dice": 0.6425657562453864, + "FN": 11002, + "FP": 7398, + "IoU": 0.47336786971579037, + "TN": 2067845, + "TP": 16539, + "n_pred": 23937, + "n_ref": 27541 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.968803331285412, + "FN": 224, + "FP": 233, + "IoU": 0.93949424069906, + "TN": 2095231, + "TP": 7096, + "n_pred": 7329, + "n_ref": 7320 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3270, + "IoU": 0.0, + "TN": 2099514, + "TP": 0, + "n_pred": 3270, + "n_ref": 0 + }, + "4": { + "Dice": 0.784985563041386, + "FN": 677, + "FP": 440, + "IoU": 0.6460709759188846, + "TN": 2099628, + "TP": 2039, + "n_pred": 2479, + "n_ref": 2716 + }, + "5": { + "Dice": 0.261136712749616, + "FN": 1676, + "FP": 729, + "IoU": 0.1501766784452297, + "TN": 2099954, + "TP": 425, + "n_pred": 1154, + "n_ref": 2101 + }, + "6": { + "Dice": 0.6550615272477811, + "FN": 252, + "FP": 7793, + "IoU": 0.4870568732466208, + "TN": 2087100, + "TP": 7639, + "n_pred": 15432, + "n_ref": 7891 + }, + "7": { + "Dice": 0.8566642892649506, + "FN": 10176, + "FP": 3088, + "IoU": 0.7492674996691934, + "TN": 2049883, + "TP": 39637, + "n_pred": 42725, + "n_ref": 49813 + }, + "8": { + "Dice": 0.9678741475835848, + "FN": 2204, + "FP": 1480, + "IoU": 0.9377481877017185, + "TN": 2043605, + "TP": 55495, + "n_pred": 56975, + "n_ref": 57699 + }, + "9": { + "Dice": 0.9026830076184167, + "FN": 500, + "FP": 2438, + "IoU": 0.8226273846896884, + "TN": 2086220, + "TP": 13626, + "n_pred": 16064, + "n_ref": 14126 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0161.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0161.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8995535714285714, + "FN": 83, + "FP": 7, + "IoU": 0.8174442190669371, + "TN": 875667, + "TP": 403, + "n_pred": 410, + "n_ref": 486 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 345, + "IoU": 0.0, + "TN": 875815, + "TP": 0, + "n_pred": 345, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 876154, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 876158, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 539, + "IoU": 0.0, + "TN": 875621, + "TP": 0, + "n_pred": 539, + "n_ref": 0 + }, + "5": { + "Dice": 0.6856417693981146, + "FN": 3228, + "FP": 240, + "IoU": 0.5216551724137931, + "TN": 868910, + "TP": 3782, + "n_pred": 4022, + "n_ref": 7010 + }, + "6": { + "Dice": 0.8567668167890267, + "FN": 347, + "FP": 6618, + "IoU": 0.749424377608289, + "TN": 848364, + "TP": 20831, + "n_pred": 27449, + "n_ref": 21178 + }, + "7": { + "Dice": 0.8856688047193221, + "FN": 4151, + "FP": 733, + "IoU": 0.7947985378765599, + "TN": 852359, + "TP": 18917, + "n_pred": 19650, + "n_ref": 23068 + }, + "8": { + "Dice": 0.9710787524562906, + "FN": 571, + "FP": 577, + "IoU": 0.9437833602663924, + "TN": 855739, + "TP": 19273, + "n_pred": 19850, + "n_ref": 19844 + }, + "9": { + "Dice": 0.8601621213612943, + "FN": 4077, + "FP": 184, + "IoU": 0.754635494644708, + "TN": 858794, + "TP": 13105, + "n_pred": 13289, + "n_ref": 17182 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0166.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0166.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 45, + "IoU": 0.0, + "TN": 1226579, + "TP": 0, + "n_pred": 45, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1799, + "IoU": 0.0, + "TN": 1224825, + "TP": 0, + "n_pred": 1799, + "n_ref": 0 + }, + "14": { + "Dice": 0.9237562961429656, + "FN": 538, + "FP": 567, + "IoU": 0.8583151686113605, + "TN": 1218825, + "TP": 6694, + "n_pred": 7261, + "n_ref": 7232 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 72, + "IoU": 0.0, + "TN": 1226552, + "TP": 0, + "n_pred": 72, + "n_ref": 0 + }, + "8": { + "Dice": 0.9559451357979835, + "FN": 367, + "FP": 118, + "IoU": 0.9156081433791543, + "TN": 1220877, + "TP": 5262, + "n_pred": 5380, + "n_ref": 5629 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0199.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0199.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.894293632052458, + "FN": 2214, + "FP": 19452, + "IoU": 0.8087984821073997, + "TN": 1814237, + "TP": 91649, + "n_pred": 111101, + "n_ref": 93863 + }, + "10": { + "Dice": 0.32002476013618075, + "FN": 5913, + "FP": 13860, + "IoU": 0.19049373618275608, + "TN": 1903126, + "TP": 4653, + "n_pred": 18513, + "n_ref": 10566 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 1786, + "IoU": 0.0, + "TN": 1925766, + "TP": 0, + "n_pred": 1786, + "n_ref": 0 + }, + "12": { + "Dice": 0.3939601921757035, + "FN": 815, + "FP": 68, + "IoU": 0.2452991452991453, + "TN": 1926382, + "TP": 287, + "n_pred": 355, + "n_ref": 1102 + }, + "13": { + "Dice": 0.6393284537679624, + "FN": 16155, + "FP": 6660, + "IoU": 0.46986244074728134, + "TN": 1884516, + "TP": 20221, + "n_pred": 26881, + "n_ref": 36376 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 883, + "IoU": 0.0, + "TN": 1926669, + "TP": 0, + "n_pred": 883, + "n_ref": 0 + }, + "15": { + "Dice": 0.7892203651428688, + "FN": 10191, + "FP": 188, + "IoU": 0.6518282455551828, + "TN": 1897742, + "TP": 19431, + "n_pred": 19619, + "n_ref": 29622 + }, + "2": { + "Dice": 0.7956188920153702, + "FN": 3297, + "FP": 10213, + "IoU": 0.6606039290559212, + "TN": 1887746, + "TP": 26296, + "n_pred": 36509, + "n_ref": 29593 + }, + "3": { + "Dice": 0.024070021881838075, + "FN": 27, + "FP": 2649, + "IoU": 0.012181616832779624, + "TN": 1924843, + "TP": 33, + "n_pred": 2682, + "n_ref": 60 + }, + "4": { + "Dice": 0.07573900013622123, + "FN": 2325, + "FP": 4460, + "IoU": 0.039360045306526974, + "TN": 1920489, + "TP": 278, + "n_pred": 4738, + "n_ref": 2603 + }, + "5": { + "Dice": 0.1737142857142857, + "FN": 1438, + "FP": 8, + "IoU": 0.0951188986232791, + "TN": 1925954, + "TP": 152, + "n_pred": 160, + "n_ref": 1590 + }, + "6": { + "Dice": 0.9082174021984247, + "FN": 5687, + "FP": 19588, + "IoU": 0.8318665309625017, + "TN": 1777225, + "TP": 125052, + "n_pred": 144640, + "n_ref": 130739 + }, + "7": { + "Dice": 0.7682078994504994, + "FN": 72086, + "FP": 4264, + "IoU": 0.6236506136934983, + "TN": 1724682, + "TP": 126520, + "n_pred": 130784, + "n_ref": 198606 + }, + "8": { + "Dice": 0.9194586629440049, + "FN": 1078, + "FP": 3076, + "IoU": 0.8509240983312399, + "TN": 1899687, + "TP": 23711, + "n_pred": 26787, + "n_ref": 24789 + }, + "9": { + "Dice": 0.8393754961630061, + "FN": 895, + "FP": 926, + "IoU": 0.7232102143182855, + "TN": 1920973, + "TP": 4758, + "n_pred": 5684, + "n_ref": 5653 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0212.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0212.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 20, + "IoU": 0.0, + "TN": 2978924, + "TP": 0, + "n_pred": 20, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 9417, + "IoU": 0.0, + "TN": 2969527, + "TP": 0, + "n_pred": 9417, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 2056, + "IoU": 0.0, + "TN": 2976888, + "TP": 0, + "n_pred": 2056, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9122852488151659, + "FN": 3862, + "FP": 876, + "IoU": 0.8387173639241584, + "TN": 2949567, + "TP": 24639, + "n_pred": 25515, + "n_ref": 28501 + }, + "3": { + "Dice": 0.037588367147537216, + "FN": 7, + "FP": 16738, + "IoU": 0.019154170571696345, + "TN": 2961872, + "TP": 327, + "n_pred": 17065, + "n_ref": 334 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 15074, + "IoU": 0.0, + "TN": 2963870, + "TP": 0, + "n_pred": 15074, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0245.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0245.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5039226418536763, + "FN": 551, + "FP": 21201, + "IoU": 0.33682926829268295, + "TN": 1894752, + "TP": 11048, + "n_pred": 32249, + "n_ref": 11599 + }, + "10": { + "Dice": 0.6795436711534979, + "FN": 1367, + "FP": 3942, + "IoU": 0.5146279027244469, + "TN": 1916614, + "TP": 5629, + "n_pred": 9571, + "n_ref": 6996 + }, + "11": { + "Dice": 0.4025974025974026, + "FN": 275, + "FP": 1, + "IoU": 0.25203252032520324, + "TN": 1927183, + "TP": 93, + "n_pred": 94, + "n_ref": 368 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5191717091860005, + "FN": 15397, + "FP": 416, + "IoU": 0.3505954825462012, + "TN": 1903202, + "TP": 8537, + "n_pred": 8953, + "n_ref": 23934 + }, + "14": { + "Dice": 0.8718614718614719, + "FN": 117, + "FP": 179, + "IoU": 0.772831926323868, + "TN": 1926249, + "TP": 1007, + "n_pred": 1186, + "n_ref": 1124 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9615524308618274, + "FN": 278, + "FP": 463, + "IoU": 0.9259518337163986, + "TN": 1917545, + "TP": 9266, + "n_pred": 9729, + "n_ref": 9544 + }, + "3": { + "Dice": 0.7803846966814627, + "FN": 86, + "FP": 953, + "IoU": 0.6398613518197573, + "TN": 1924667, + "TP": 1846, + "n_pred": 2799, + "n_ref": 1932 + }, + "4": { + "Dice": 0.8447174986286341, + "FN": 5915, + "FP": 1162, + "IoU": 0.7311783028185064, + "TN": 1901226, + "TP": 19249, + "n_pred": 20411, + "n_ref": 25164 + }, + "5": { + "Dice": 0.06336, + "FN": 8781, + "FP": 0, + "IoU": 0.03271645736946464, + "TN": 1918474, + "TP": 297, + "n_pred": 297, + "n_ref": 9078 + }, + "6": { + "Dice": 0.8610579319763229, + "FN": 3438, + "FP": 29729, + "IoU": 0.7560155658052509, + "TN": 1791613, + "TP": 102772, + "n_pred": 132501, + "n_ref": 106210 + }, + "7": { + "Dice": 0.9074055067281046, + "FN": 8003, + "FP": 9138, + "IoU": 0.8305052902205082, + "TN": 1826422, + "TP": 83989, + "n_pred": 93127, + "n_ref": 91992 + }, + "8": { + "Dice": 0.9403478302819789, + "FN": 771, + "FP": 1702, + "IoU": 0.8874117914864558, + "TN": 1905587, + "TP": 19492, + "n_pred": 21194, + "n_ref": 20263 + }, + "9": { + "Dice": 0.6610156852022173, + "FN": 10054, + "FP": 3583, + "IoU": 0.49366947610737755, + "TN": 1900619, + "TP": 13296, + "n_pred": 16879, + "n_ref": 23350 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0281.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0281.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9604803873055782, + "FN": 1469, + "FP": 1486, + "IoU": 0.9239656237134624, + "TN": 2063920, + "TP": 35909, + "n_pred": 37395, + "n_ref": 37378 + }, + "10": { + "Dice": 0.8487748535599373, + "FN": 1413, + "FP": 420, + "IoU": 0.7372796330801203, + "TN": 2095807, + "TP": 5144, + "n_pred": 5564, + "n_ref": 6557 + }, + "11": { + "Dice": 0.0, + "FN": 1500, + "FP": 0, + "IoU": 0.0, + "TN": 2101284, + "TP": 0, + "n_pred": 0, + "n_ref": 1500 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.22871517027863777, + "FN": 3317, + "FP": 669, + "IoU": 0.1291238802709198, + "TN": 2098207, + "TP": 591, + "n_pred": 1260, + "n_ref": 3908 + }, + "14": { + "Dice": 0.9183377762834523, + "FN": 6398, + "FP": 3803, + "IoU": 0.8490060539676431, + "TN": 2035225, + "TP": 57358, + "n_pred": 61161, + "n_ref": 63756 + }, + "15": { + "Dice": 0.8516940784833695, + "FN": 1170, + "FP": 4087, + "IoU": 0.7416961477987422, + "TN": 2082432, + "TP": 15095, + "n_pred": 19182, + "n_ref": 16265 + }, + "2": { + "Dice": 0.00040450347198813457, + "FN": 14827, + "FP": 0, + "IoU": 0.00020229265003371543, + "TN": 2087954, + "TP": 3, + "n_pred": 3, + "n_ref": 14830 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 20676, + "IoU": 0.0, + "TN": 2082108, + "TP": 0, + "n_pred": 20676, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1736, + "IoU": 0.0, + "TN": 2101048, + "TP": 0, + "n_pred": 1736, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 218, + "FP": 0, + "IoU": 0.0, + "TN": 2102566, + "TP": 0, + "n_pred": 0, + "n_ref": 218 + }, + "6": { + "Dice": 0.9553968808280145, + "FN": 10769, + "FP": 7240, + "IoU": 0.9146027455722313, + "TN": 1891899, + "TP": 192876, + "n_pred": 200116, + "n_ref": 203645 + }, + "7": { + "Dice": 0.8937726277082316, + "FN": 24968, + "FP": 21831, + "IoU": 0.8079465850285419, + "TN": 1859107, + "TP": 196878, + "n_pred": 218709, + "n_ref": 221846 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 653, + "IoU": 0.0, + "TN": 2102131, + "TP": 0, + "n_pred": 653, + "n_ref": 0 + }, + "9": { + "Dice": 0.731171118674595, + "FN": 18632, + "FP": 1667, + "IoU": 0.5762566800267201, + "TN": 2054880, + "TP": 27605, + "n_pred": 29272, + "n_ref": 46237 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0294.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0294.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8223726171072213, + "FN": 4415, + "FP": 5611, + "IoU": 0.6983300737174666, + "TN": 1368621, + "TP": 23209, + "n_pred": 28820, + "n_ref": 27624 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 162, + "IoU": 0.0, + "TN": 1401694, + "TP": 0, + "n_pred": 162, + "n_ref": 0 + }, + "13": { + "Dice": 0.7234201786800131, + "FN": 5242, + "FP": 671, + "IoU": 0.5666862084127217, + "TN": 1388210, + "TP": 7733, + "n_pred": 8404, + "n_ref": 12975 + }, + "14": { + "Dice": 0.9286918062899587, + "FN": 7309, + "FP": 688, + "IoU": 0.8668764149687043, + "TN": 1341784, + "TP": 52075, + "n_pred": 52763, + "n_ref": 59384 + }, + "15": { + "Dice": 0.8900421667207266, + "FN": 111, + "FP": 228, + "IoU": 0.8018702513150204, + "TN": 1400145, + "TP": 1372, + "n_pred": 1600, + "n_ref": 1483 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9763322430439243, + "FN": 370, + "FP": 2329, + "IoU": 0.9537589089912281, + "TN": 1343488, + "TP": 55669, + "n_pred": 57998, + "n_ref": 56039 + }, + "7": { + "Dice": 0.8191666666666667, + "FN": 516, + "FP": 352, + "IoU": 0.6937191249117854, + "TN": 1399022, + "TP": 1966, + "n_pred": 2318, + "n_ref": 2482 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 5526, + "IoU": 0.0, + "TN": 1396330, + "TP": 0, + "n_pred": 5526, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0296.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0296.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8841704688353842, + "FN": 16408, + "FP": 1185, + "IoU": 0.7923884824168044, + "TN": 1141884, + "TP": 67147, + "n_pred": 68332, + "n_ref": 83555 + }, + "10": { + "Dice": 0.30140971134481986, + "FN": 6031, + "FP": 6457, + "IoU": 0.17744697668291398, + "TN": 1211442, + "TP": 2694, + "n_pred": 9151, + "n_ref": 8725 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 1226616, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "12": { + "Dice": 0.12836714333222482, + "FN": 2327, + "FP": 294, + "IoU": 0.06858564321250889, + "TN": 1223810, + "TP": 193, + "n_pred": 487, + "n_ref": 2520 + }, + "13": { + "Dice": 0.538987919236293, + "FN": 2579, + "FP": 8335, + "IoU": 0.368914074245403, + "TN": 1209330, + "TP": 6380, + "n_pred": 14715, + "n_ref": 8959 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 1226617, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 16136, + "IoU": 0.0, + "TN": 1210488, + "TP": 0, + "n_pred": 16136, + "n_ref": 0 + }, + "3": { + "Dice": 0.7790274484021695, + "FN": 17222, + "FP": 1600, + "IoU": 0.6380384615384616, + "TN": 1174624, + "TP": 33178, + "n_pred": 34778, + "n_ref": 50400 + }, + "4": { + "Dice": 0.0, + "FN": 40, + "FP": 0, + "IoU": 0.0, + "TN": 1226584, + "TP": 0, + "n_pred": 0, + "n_ref": 40 + }, + "5": { + "Dice": 0.0, + "FN": 194, + "FP": 775, + "IoU": 0.0, + "TN": 1225655, + "TP": 0, + "n_pred": 775, + "n_ref": 194 + }, + "6": { + "Dice": 0.6666182595210804, + "FN": 120291, + "FP": 8267, + "IoU": 0.4999455439382624, + "TN": 969536, + "TP": 128530, + "n_pred": 136797, + "n_ref": 248821 + }, + "7": { + "Dice": 0.11590881384859197, + "FN": 7273, + "FP": 65249, + "IoU": 0.06151974739893369, + "TN": 1149348, + "TP": 4754, + "n_pred": 70003, + "n_ref": 12027 + }, + "8": { + "Dice": 0.9501559425026758, + "FN": 4007, + "FP": 324, + "IoU": 0.9050448356756046, + "TN": 1181013, + "TP": 41280, + "n_pred": 41604, + "n_ref": 45287 + }, + "9": { + "Dice": 0.803668725027243, + "FN": 3331, + "FP": 993, + "IoU": 0.6717777440412934, + "TN": 1213450, + "TP": 8850, + "n_pred": 9843, + "n_ref": 12181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0330.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0330.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9831360576321138, + "FN": 731, + "FP": 1020, + "IoU": 0.9668314674849879, + "TN": 1524297, + "TP": 51040, + "n_pred": 52060, + "n_ref": 51771 + }, + "10": { + "Dice": 0.8452162829602485, + "FN": 406, + "FP": 1537, + "IoU": 0.7319260485651214, + "TN": 1569840, + "TP": 5305, + "n_pred": 6842, + "n_ref": 5711 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.15053285968028418, + "FN": 7250, + "FP": 402, + "IoU": 0.08139255702280912, + "TN": 1568758, + "TP": 678, + "n_pred": 1080, + "n_ref": 7928 + }, + "14": { + "Dice": 0.8785152074628316, + "FN": 3200, + "FP": 3051, + "IoU": 0.7833500849131806, + "TN": 1548235, + "TP": 22602, + "n_pred": 25653, + "n_ref": 25802 + }, + "15": { + "Dice": 0.43434343434343436, + "FN": 1119, + "FP": 1, + "IoU": 0.27741935483870966, + "TN": 1575538, + "TP": 430, + "n_pred": 431, + "n_ref": 1549 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 775, + "IoU": 0.0, + "TN": 1576313, + "TP": 0, + "n_pred": 775, + "n_ref": 0 + }, + "3": { + "Dice": 0.9602574328226849, + "FN": 2012, + "FP": 878, + "IoU": 0.9235530631679187, + "TN": 1539284, + "TP": 34914, + "n_pred": 35792, + "n_ref": 36926 + }, + "4": { + "Dice": 0.8936903238507727, + "FN": 982, + "FP": 3338, + "IoU": 0.8078120829255272, + "TN": 1554610, + "TP": 18158, + "n_pred": 21496, + "n_ref": 19140 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9426560605047795, + "FN": 1118, + "FP": 4887, + "IoU": 0.8915320978288357, + "TN": 1521726, + "TP": 49357, + "n_pred": 54244, + "n_ref": 50475 + }, + "7": { + "Dice": 0.820786173859954, + "FN": 14815, + "FP": 449, + "IoU": 0.6960452427416465, + "TN": 1526870, + "TP": 34954, + "n_pred": 35403, + "n_ref": 49769 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 1577083, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "9": { + "Dice": 0.8883736336535276, + "FN": 312, + "FP": 25, + "IoU": 0.799165673420739, + "TN": 1575410, + "TP": 1341, + "n_pred": 1366, + "n_ref": 1653 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0341.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0341.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9774143619404505, + "FN": 1231, + "FP": 3205, + "IoU": 0.9558264125390851, + "TN": 2177594, + "TP": 95986, + "n_pred": 99191, + "n_ref": 97217 + }, + "10": { + "Dice": 0.19007770472205618, + "FN": 932, + "FP": 423, + "IoU": 0.10501981505944517, + "TN": 2276502, + "TP": 159, + "n_pred": 582, + "n_ref": 1091 + }, + "11": { + "Dice": 0.7617973303252491, + "FN": 523, + "FP": 744, + "IoU": 0.6152444579410872, + "TN": 2274723, + "TP": 2026, + "n_pred": 2770, + "n_ref": 2549 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 365, + "IoU": 0.0, + "TN": 2277651, + "TP": 0, + "n_pred": 365, + "n_ref": 0 + }, + "13": { + "Dice": 0.2302130898021309, + "FN": 4046, + "FP": 0, + "IoU": 0.13007955278434746, + "TN": 2273365, + "TP": 605, + "n_pred": 605, + "n_ref": 4651 + }, + "14": { + "Dice": 0.7115684018141204, + "FN": 4290, + "FP": 4232, + "IoU": 0.5522748765367238, + "TN": 2258982, + "TP": 10512, + "n_pred": 14744, + "n_ref": 14802 + }, + "15": { + "Dice": 0.8245510163805013, + "FN": 38, + "FP": 851, + "IoU": 0.7014775016789792, + "TN": 2275038, + "TP": 2089, + "n_pred": 2940, + "n_ref": 2127 + }, + "2": { + "Dice": 0.9565250274160816, + "FN": 1496, + "FP": 1953, + "IoU": 0.9166727066270445, + "TN": 2236625, + "TP": 37942, + "n_pred": 39895, + "n_ref": 39438 + }, + "3": { + "Dice": 0.9656816936809203, + "FN": 1374, + "FP": 756, + "IoU": 0.9336407252788336, + "TN": 2245918, + "TP": 29968, + "n_pred": 30724, + "n_ref": 31342 + }, + "4": { + "Dice": 0.9187292925355681, + "FN": 264, + "FP": 153, + "IoU": 0.8496755587599135, + "TN": 2275242, + "TP": 2357, + "n_pred": 2510, + "n_ref": 2621 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 14, + "IoU": 0.0, + "TN": 2278002, + "TP": 0, + "n_pred": 14, + "n_ref": 0 + }, + "6": { + "Dice": 0.9941964170971804, + "FN": 1147, + "FP": 1111, + "IoU": 0.9884598086515659, + "TN": 2082352, + "TP": 193406, + "n_pred": 194517, + "n_ref": 194553 + }, + "7": { + "Dice": 0.8778851670417935, + "FN": 1582, + "FP": 3952, + "IoU": 0.7823487768426021, + "TN": 2252590, + "TP": 19892, + "n_pred": 23844, + "n_ref": 21474 + }, + "8": { + "Dice": 0.8873316292828628, + "FN": 179, + "FP": 3744, + "IoU": 0.79748077022353, + "TN": 2258645, + "TP": 15448, + "n_pred": 19192, + "n_ref": 15627 + }, + "9": { + "Dice": 0.8794808405438813, + "FN": 541, + "FP": 239, + "IoU": 0.7848869277440707, + "TN": 2274390, + "TP": 2846, + "n_pred": 3085, + "n_ref": 3387 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0348.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0348.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6442098125635686, + "FN": 14629, + "FP": 63, + "IoU": 0.4751545029114421, + "TN": 2950951, + "TP": 13301, + "n_pred": 13364, + "n_ref": 27930 + }, + "10": { + "Dice": 0.8422473426691413, + "FN": 2806, + "FP": 2804, + "IoU": 0.7274846983386768, + "TN": 2958358, + "TP": 14976, + "n_pred": 17780, + "n_ref": 17782 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 1261, + "FP": 8, + "IoU": 0.0, + "TN": 2977675, + "TP": 0, + "n_pred": 8, + "n_ref": 1261 + }, + "13": { + "Dice": 0.0, + "FN": 4, + "FP": 4764, + "IoU": 0.0, + "TN": 2974176, + "TP": 0, + "n_pred": 4764, + "n_ref": 4 + }, + "14": { + "Dice": 0.0, + "FN": 38, + "FP": 50544, + "IoU": 0.0, + "TN": 2928362, + "TP": 0, + "n_pred": 50544, + "n_ref": 38 + }, + "15": { + "Dice": 0.16765873015873015, + "FN": 5957, + "FP": 10823, + "IoU": 0.09149972929074174, + "TN": 2960474, + "TP": 1690, + "n_pred": 12513, + "n_ref": 7647 + }, + "2": { + "Dice": 0.6618181818181819, + "FN": 26, + "FP": 346, + "IoU": 0.4945652173913043, + "TN": 2978208, + "TP": 364, + "n_pred": 710, + "n_ref": 390 + }, + "3": { + "Dice": 0.9595923494031268, + "FN": 1214, + "FP": 2743, + "IoU": 0.9223234266420636, + "TN": 2928002, + "TP": 46985, + "n_pred": 49728, + "n_ref": 48199 + }, + "4": { + "Dice": 0.0, + "FN": 3, + "FP": 22, + "IoU": 0.0, + "TN": 2978919, + "TP": 0, + "n_pred": 22, + "n_ref": 3 + }, + "5": { + "Dice": 0.6231127012522362, + "FN": 4285, + "FP": 982, + "IoU": 0.45255170980147597, + "TN": 2969323, + "TP": 4354, + "n_pred": 5336, + "n_ref": 8639 + }, + "6": { + "Dice": 0.6016394949486509, + "FN": 3137, + "FP": 235224, + "IoU": 0.43024634404027173, + "TN": 2560586, + "TP": 179997, + "n_pred": 415221, + "n_ref": 183134 + }, + "7": { + "Dice": 0.5127322654462243, + "FN": 18499, + "FP": 8118, + "IoU": 0.3447477905516851, + "TN": 2938323, + "TP": 14004, + "n_pred": 22122, + "n_ref": 32503 + }, + "8": { + "Dice": 0.9762689945037181, + "FN": 844, + "FP": 257, + "IoU": 0.9536382011116725, + "TN": 2955196, + "TP": 22647, + "n_pred": 22904, + "n_ref": 23491 + }, + "9": { + "Dice": 0.6552609067579127, + "FN": 82, + "FP": 321, + "IoU": 0.4872773536895674, + "TN": 2978158, + "TP": 383, + "n_pred": 704, + "n_ref": 465 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0350.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0350.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5808080808080808, + "FN": 0, + "FP": 166, + "IoU": 0.4092526690391459, + "TN": 1226343, + "TP": 115, + "n_pred": 281, + "n_ref": 115 + }, + "10": { + "Dice": 0.7032109947479322, + "FN": 7850, + "FP": 1587, + "IoU": 0.5422709414560799, + "TN": 1206007, + "TP": 11180, + "n_pred": 12767, + "n_ref": 19030 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 22, + "IoU": 0.0, + "TN": 1226602, + "TP": 0, + "n_pred": 22, + "n_ref": 0 + }, + "12": { + "Dice": 0.6584538475272272, + "FN": 1207, + "FP": 706, + "IoU": 0.4908171413361725, + "TN": 1222867, + "TP": 1844, + "n_pred": 2550, + "n_ref": 3051 + }, + "13": { + "Dice": 0.0, + "FN": 4398, + "FP": 124, + "IoU": 0.0, + "TN": 1222102, + "TP": 0, + "n_pred": 124, + "n_ref": 4398 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 3340, + "FP": 0, + "IoU": 0.0, + "TN": 1223284, + "TP": 0, + "n_pred": 0, + "n_ref": 3340 + }, + "3": { + "Dice": 0.5299676375404531, + "FN": 107, + "FP": 3524, + "IoU": 0.3605142655864741, + "TN": 1220946, + "TP": 2047, + "n_pred": 5571, + "n_ref": 2154 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 323, + "IoU": 0.0, + "TN": 1226301, + "TP": 0, + "n_pred": 323, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 399, + "IoU": 0.0, + "TN": 1226225, + "TP": 0, + "n_pred": 399, + "n_ref": 0 + }, + "6": { + "Dice": 0.9656039507282319, + "FN": 3744, + "FP": 4217, + "IoU": 0.9334953970561208, + "TN": 1106918, + "TP": 111745, + "n_pred": 115962, + "n_ref": 115489 + }, + "7": { + "Dice": 0.9210734110381728, + "FN": 4801, + "FP": 8593, + "IoU": 0.8536942369030454, + "TN": 1135076, + "TP": 78154, + "n_pred": 86747, + "n_ref": 82955 + }, + "8": { + "Dice": 0.9507879535640177, + "FN": 1856, + "FP": 1654, + "IoU": 0.9061923724510249, + "TN": 1189207, + "TP": 33907, + "n_pred": 35561, + "n_ref": 35763 + }, + "9": { + "Dice": 0.0, + "FN": 31, + "FP": 5364, + "IoU": 0.0, + "TN": 1221229, + "TP": 0, + "n_pred": 5364, + "n_ref": 31 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0351.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0351.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9674722537386008, + "FN": 2886, + "FP": 927, + "IoU": 0.9369939522125649, + "TN": 2567962, + "TP": 56705, + "n_pred": 57632, + "n_ref": 59591 + }, + "10": { + "Dice": 0.8721859408591246, + "FN": 1281, + "FP": 1870, + "IoU": 0.7733419651848655, + "TN": 2614578, + "TP": 10751, + "n_pred": 12621, + "n_ref": 12032 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.4608879492600423, + "FN": 108, + "FP": 147, + "IoU": 0.29945054945054944, + "TN": 2628116, + "TP": 109, + "n_pred": 256, + "n_ref": 217 + }, + "13": { + "Dice": 0.718414026133598, + "FN": 9923, + "FP": 1994, + "IoU": 0.5605663925660975, + "TN": 2601361, + "TP": 15202, + "n_pred": 17196, + "n_ref": 25125 + }, + "14": { + "Dice": 0.7335977044846375, + "FN": 15169, + "FP": 1357, + "IoU": 0.5792769857433808, + "TN": 2589200, + "TP": 22754, + "n_pred": 24111, + "n_ref": 37923 + }, + "15": { + "Dice": 0.8777047570289727, + "FN": 2750, + "FP": 8955, + "IoU": 0.7820622626051985, + "TN": 2574772, + "TP": 42003, + "n_pred": 50958, + "n_ref": 44753 + }, + "2": { + "Dice": 0.9588798190100584, + "FN": 2203, + "FP": 1832, + "IoU": 0.9210078111235097, + "TN": 2577399, + "TP": 47046, + "n_pred": 48878, + "n_ref": 49249 + }, + "3": { + "Dice": 0.924436090225564, + "FN": 101, + "FP": 301, + "IoU": 0.859489688919958, + "TN": 2625619, + "TP": 2459, + "n_pred": 2760, + "n_ref": 2560 + }, + "4": { + "Dice": 0.9338878482187355, + "FN": 2775, + "FP": 1072, + "IoU": 0.8759752401831195, + "TN": 2597462, + "TP": 27171, + "n_pred": 28243, + "n_ref": 29946 + }, + "5": { + "Dice": 0.0, + "FN": 54, + "FP": 135, + "IoU": 0.0, + "TN": 2628291, + "TP": 0, + "n_pred": 135, + "n_ref": 54 + }, + "6": { + "Dice": 0.9508593518728125, + "FN": 7448, + "FP": 3840, + "IoU": 0.9063220966323092, + "TN": 2507982, + "TP": 109210, + "n_pred": 113050, + "n_ref": 116658 + }, + "7": { + "Dice": 0.9206651639518564, + "FN": 5076, + "FP": 4251, + "IoU": 0.8529930964915046, + "TN": 2565034, + "TP": 54119, + "n_pred": 58370, + "n_ref": 59195 + }, + "8": { + "Dice": 0.8931735278791036, + "FN": 40, + "FP": 165, + "IoU": 0.8069679849340866, + "TN": 2627418, + "TP": 857, + "n_pred": 1022, + "n_ref": 897 + }, + "9": { + "Dice": 0.8526645768025078, + "FN": 1543, + "FP": 337, + "IoU": 0.7431693989071039, + "TN": 2621160, + "TP": 5440, + "n_pred": 5777, + "n_ref": 6983 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0390.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0390.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9404766754939906, + "FN": 746, + "FP": 715, + "IoU": 0.8876413135430286, + "TN": 1739317, + "TP": 11542, + "n_pred": 12257, + "n_ref": 12288 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.902216727523648, + "FN": 2421, + "FP": 980, + "IoU": 0.8218532292703368, + "TN": 1733229, + "TP": 15690, + "n_pred": 16670, + "n_ref": 18111 + }, + "14": { + "Dice": 0.957298353335194, + "FN": 460, + "FP": 611, + "IoU": 0.9180942184154176, + "TN": 1739244, + "TP": 12005, + "n_pred": 12616, + "n_ref": 12465 + }, + "15": { + "Dice": 0.3206751054852321, + "FN": 944, + "FP": 22, + "IoU": 0.19095477386934673, + "TN": 1751126, + "TP": 228, + "n_pred": 250, + "n_ref": 1172 + }, + "2": { + "Dice": 0.9489215915284591, + "FN": 1042, + "FP": 270, + "IoU": 0.902807615378917, + "TN": 1738821, + "TP": 12187, + "n_pred": 12457, + "n_ref": 13229 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 1752316, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 25, + "IoU": 0.0, + "TN": 1752295, + "TP": 0, + "n_pred": 25, + "n_ref": 0 + }, + "5": { + "Dice": 0.7341017488076311, + "FN": 3377, + "FP": 637, + "IoU": 0.579905808477237, + "TN": 1742765, + "TP": 5541, + "n_pred": 6178, + "n_ref": 8918 + }, + "6": { + "Dice": 0.8993782484091902, + "FN": 2560, + "FP": 14012, + "IoU": 0.8171547101529227, + "TN": 1661686, + "TP": 74062, + "n_pred": 88074, + "n_ref": 76622 + }, + "7": { + "Dice": 0.6585977913265629, + "FN": 1792, + "FP": 35893, + "IoU": 0.49097711862117405, + "TN": 1678286, + "TP": 36349, + "n_pred": 72242, + "n_ref": 38141 + }, + "8": { + "Dice": 0.9433948188074678, + "FN": 2575, + "FP": 460, + "IoU": 0.8928546211960743, + "TN": 1723994, + "TP": 25291, + "n_pred": 25751, + "n_ref": 27866 + }, + "9": { + "Dice": 0.9254170904619495, + "FN": 3812, + "FP": 1101, + "IoU": 0.8611872404147712, + "TN": 1716927, + "TP": 30480, + "n_pred": 31581, + "n_ref": 34292 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0398.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0398.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": 0.6014231604887608, + "FN": 2930.868888888889, + "FP": 3542.646666666666, + "IoU": 0.5209380310371974, + "TN": 1810769.9755555557, + "TP": 16851.442222222224, + "n_pred": 20394.08888888889, + "n_ref": 19782.31111111111 + }, + "mean": { + "1": { + "Dice": 0.7874117782213997, + "FN": 7265.1, + "FP": 2523.266666666667, + "IoU": 0.7246969199418142, + "TN": 1800266.3666666667, + "TP": 24040.2, + "n_pred": 26563.466666666667, + "n_ref": 31305.3 + }, + "10": { + "Dice": 0.5967923992479643, + "FN": 2332.0, + "FP": 2507.9, + "IoU": 0.5033922192239249, + "TN": 1820446.5333333334, + "TP": 8808.5, + "n_pred": 11316.4, + "n_ref": 11140.5 + }, + "11": { + "Dice": 0.3522234921237571, + "FN": 142.13333333333333, + "FP": 48.1, + "IoU": 0.2688350474801291, + "TN": 1833710.9333333333, + "TP": 193.76666666666668, + "n_pred": 241.86666666666667, + "n_ref": 335.9 + }, + "12": { + "Dice": 0.2192748591264149, + "FN": 200.13333333333333, + "FP": 119.06666666666666, + "IoU": 0.1575579456474983, + "TN": 1833610.7666666666, + "TP": 164.96666666666667, + "n_pred": 284.03333333333336, + "n_ref": 365.1 + }, + "13": { + "Dice": 0.42294622812070215, + "FN": 2474.6666666666665, + "FP": 1651.1666666666667, + "IoU": 0.32223122193952297, + "TN": 1826750.5666666667, + "TP": 3218.5333333333333, + "n_pred": 4869.7, + "n_ref": 5693.2 + }, + "14": { + "Dice": 0.5563062741273569, + "FN": 11995.2, + "FP": 3110.0333333333333, + "IoU": 0.475476481340832, + "TN": 1805122.1, + "TP": 13867.6, + "n_pred": 16977.633333333335, + "n_ref": 25862.8 + }, + "15": { + "Dice": 0.6084389303570488, + "FN": 1827.8, + "FP": 2562.2, + "IoU": 0.49320599758125333, + "TN": 1823725.1666666667, + "TP": 5979.766666666666, + "n_pred": 8541.966666666667, + "n_ref": 7807.566666666667 + }, + "2": { + "Dice": 0.7048688813677749, + "FN": 1645.2666666666667, + "FP": 1351.9333333333334, + "IoU": 0.6480865992731003, + "TN": 1810925.6, + "TP": 20172.133333333335, + "n_pred": 21524.066666666666, + "n_ref": 21817.4 + }, + "3": { + "Dice": 0.6547316694130519, + "FN": 1529.7333333333333, + "FP": 4325.0, + "IoU": 0.6065723234115481, + "TN": 1810492.4, + "TP": 17747.8, + "n_pred": 22072.8, + "n_ref": 19277.533333333333 + }, + "4": { + "Dice": 0.4814772682156731, + "FN": 439.1666666666667, + "FP": 1862.2, + "IoU": 0.40402774150134035, + "TN": 1830054.0333333334, + "TP": 1739.5333333333333, + "n_pred": 3601.733333333333, + "n_ref": 2178.7 + }, + "5": { + "Dice": 0.5712938934402015, + "FN": 548.3, + "FP": 709.2666666666667, + "IoU": 0.4415220487068951, + "TN": 1831379.8333333333, + "TP": 1457.5333333333333, + "n_pred": 2166.8, + "n_ref": 2005.8333333333333 + }, + "6": { + "Dice": 0.8536303535408756, + "FN": 8475.233333333334, + "FP": 18161.933333333334, + "IoU": 0.8063375081438774, + "TN": 1695004.1333333333, + "TP": 112453.63333333333, + "n_pred": 130615.56666666667, + "n_ref": 120928.86666666667 + }, + "7": { + "Dice": 0.6444544178007879, + "FN": 3080.8333333333335, + "FP": 12639.166666666666, + "IoU": 0.5672824400587734, + "TN": 1790834.1666666667, + "TP": 27540.766666666666, + "n_pred": 40179.933333333334, + "n_ref": 30621.6 + }, + "8": { + "Dice": 0.8213151509231871, + "FN": 1156.0, + "FP": 853.3333333333334, + "IoU": 0.7560951382778527, + "TN": 1821001.8, + "TP": 11083.8, + "n_pred": 11937.133333333333, + "n_ref": 12239.8 + }, + "9": { + "Dice": 0.7461818113052144, + "FN": 851.4666666666667, + "FP": 715.1333333333333, + "IoU": 0.6387508330295978, + "TN": 1828225.2333333334, + "TP": 4303.1, + "n_pred": 5018.233333333334, + "n_ref": 5154.566666666667 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.908590276781873, + "FN": 1148, + "FP": 2039, + "IoU": 0.8324923788499947, + "TN": 1032366, + "TP": 15839, + "n_pred": 17878, + "n_ref": 16987 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9786768889820611, + "FN": 2289, + "FP": 1983, + "IoU": 0.9582441427440401, + "TN": 949083, + "TP": 98037, + "n_pred": 100020, + "n_ref": 100326 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 1051391, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0004.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0004.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9505298242679824, + "FN": 1531, + "FP": 2610, + "IoU": 0.9057235224478645, + "TN": 1883628, + "TP": 39783, + "n_pred": 42393, + "n_ref": 41314 + }, + "10": { + "Dice": 0.7410255924529732, + "FN": 5177, + "FP": 8494, + "IoU": 0.588594643394523, + "TN": 1894322, + "TP": 19559, + "n_pred": 28053, + "n_ref": 24736 + }, + "11": { + "Dice": 0.03875968992248062, + "FN": 159, + "FP": 89, + "IoU": 0.019762845849802372, + "TN": 1927299, + "TP": 5, + "n_pred": 94, + "n_ref": 164 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 18, + "IoU": 0.0, + "TN": 1927534, + "TP": 0, + "n_pred": 18, + "n_ref": 0 + }, + "13": { + "Dice": 0.45911634891022435, + "FN": 9028, + "FP": 2859, + "IoU": 0.2979565320103945, + "TN": 1910620, + "TP": 5045, + "n_pred": 7904, + "n_ref": 14073 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 91, + "IoU": 0.0, + "TN": 1927461, + "TP": 0, + "n_pred": 91, + "n_ref": 0 + }, + "15": { + "Dice": 0.8265060240963855, + "FN": 10098, + "FP": 1854, + "IoU": 0.704312114989733, + "TN": 1887131, + "TP": 28469, + "n_pred": 30323, + "n_ref": 38567 + }, + "2": { + "Dice": 0.9407971590112612, + "FN": 453, + "FP": 814, + "IoU": 0.8882124580907006, + "TN": 1916218, + "TP": 10067, + "n_pred": 10881, + "n_ref": 10520 + }, + "3": { + "Dice": 0.9593773537534521, + "FN": 2062, + "FP": 1983, + "IoU": 0.9219262690600271, + "TN": 1875742, + "TP": 47765, + "n_pred": 49748, + "n_ref": 49827 + }, + "4": { + "Dice": 0.09539207760711399, + "FN": 42, + "FP": 1077, + "IoU": 0.0500848896434635, + "TN": 1926374, + "TP": 59, + "n_pred": 1136, + "n_ref": 101 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9748795174018053, + "FN": 2109, + "FP": 6919, + "IoU": 0.9509901850082515, + "TN": 1743344, + "TP": 175180, + "n_pred": 182099, + "n_ref": 177289 + }, + "7": { + "Dice": 0.948233605265922, + "FN": 4726, + "FP": 1188, + "IoU": 0.9015629421262005, + "TN": 1867473, + "TP": 54165, + "n_pred": 55353, + "n_ref": 58891 + }, + "8": { + "Dice": 0.8985485103132161, + "FN": 778, + "FP": 550, + "IoU": 0.81578582327646, + "TN": 1920343, + "TP": 5881, + "n_pred": 6431, + "n_ref": 6659 + }, + "9": { + "Dice": 0.9445332115955262, + "FN": 424, + "FP": 791, + "IoU": 0.8948961937716263, + "TN": 1915992, + "TP": 10345, + "n_pred": 11136, + "n_ref": 10769 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0011.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0011.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9438775510204082, + "FN": 114, + "FP": 128, + "IoU": 0.893719806763285, + "TN": 1399579, + "TP": 2035, + "n_pred": 2163, + "n_ref": 2149 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 899, + "FP": 0, + "IoU": 0.0, + "TN": 1400957, + "TP": 0, + "n_pred": 0, + "n_ref": 899 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5366093366093366, + "FN": 474, + "FP": 469, + "IoU": 0.3666890530557421, + "TN": 1400367, + "TP": 546, + "n_pred": 1015, + "n_ref": 1020 + }, + "14": { + "Dice": 0.7714135354173245, + "FN": 264, + "FP": 21454, + "IoU": 0.6278870536632171, + "TN": 1343492, + "TP": 36646, + "n_pred": 58100, + "n_ref": 36910 + }, + "15": { + "Dice": 0.6714010420383985, + "FN": 5588, + "FP": 3620, + "IoU": 0.5053451517593339, + "TN": 1383241, + "TP": 9407, + "n_pred": 13027, + "n_ref": 14995 + }, + "2": { + "Dice": 0.9105066074931152, + "FN": 7572, + "FP": 5979, + "IoU": 0.8357155846517549, + "TN": 1319371, + "TP": 68934, + "n_pred": 74913, + "n_ref": 76506 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 50498, + "IoU": 0.0, + "TN": 1351358, + "TP": 0, + "n_pred": 50498, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9673844350207453, + "FN": 1217, + "FP": 2344, + "IoU": 0.9368292206985862, + "TN": 1345485, + "TP": 52810, + "n_pred": 55154, + "n_ref": 54027 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.625, + "FN": 4, + "FP": 14, + "IoU": 0.45454545454545453, + "TN": 1401823, + "TP": 15, + "n_pred": 29, + "n_ref": 19 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0016.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0016.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9708330536349601, + "FN": 1302, + "FP": 2174, + "IoU": 0.9433193099174901, + "TN": 2041458, + "TP": 57850, + "n_pred": 60024, + "n_ref": 59152 + }, + "10": { + "Dice": 0.8338138521469287, + "FN": 1911, + "FP": 5640, + "IoU": 0.714992073677059, + "TN": 2076290, + "TP": 18943, + "n_pred": 24583, + "n_ref": 20854 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 2102781, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1464, + "IoU": 0.0, + "TN": 2101320, + "TP": 0, + "n_pred": 1464, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9652607200505299, + "FN": 205, + "FP": 290, + "IoU": 0.9328540423223006, + "TN": 2095412, + "TP": 6877, + "n_pred": 7167, + "n_ref": 7082 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 2102782, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "5": { + "Dice": 0.5526395173453997, + "FN": 735, + "FP": 2231, + "IoU": 0.381825760733639, + "TN": 2097986, + "TP": 1832, + "n_pred": 4063, + "n_ref": 2567 + }, + "6": { + "Dice": 0.9639193763462919, + "FN": 4123, + "FP": 1505, + "IoU": 0.9303517065564438, + "TN": 2021978, + "TP": 75178, + "n_pred": 76683, + "n_ref": 79301 + }, + "7": { + "Dice": 0.9122400909681612, + "FN": 4572, + "FP": 4072, + "IoU": 0.8386410304274781, + "TN": 2049214, + "TP": 44926, + "n_pred": 48998, + "n_ref": 49498 + }, + "8": { + "Dice": 0.9327320731792799, + "FN": 837, + "FP": 2042, + "IoU": 0.8739436928061649, + "TN": 2079945, + "TP": 19960, + "n_pred": 22002, + "n_ref": 20797 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0030.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0030.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7583333333333333, + "FN": 171, + "FP": 409, + "IoU": 0.610738255033557, + "TN": 1225134, + "TP": 910, + "n_pred": 1319, + "n_ref": 1081 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 1226618, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "13": { + "Dice": 0.34370025713236196, + "FN": 328, + "FP": 10392, + "IoU": 0.20751090411769055, + "TN": 1213097, + "TP": 2807, + "n_pred": 13199, + "n_ref": 3135 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7863636363636364, + "FN": 9, + "FP": 85, + "IoU": 0.6479400749063671, + "TN": 1226357, + "TP": 173, + "n_pred": 258, + "n_ref": 182 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6331175075325342, + "FN": 2427, + "FP": 3296, + "IoU": 0.46318356626958074, + "TN": 1215963, + "TP": 4938, + "n_pred": 8234, + "n_ref": 7365 + }, + "6": { + "Dice": 0.9098738011964633, + "FN": 5444, + "FP": 5147, + "IoU": 0.834649971897833, + "TN": 1162572, + "TP": 53461, + "n_pred": 58608, + "n_ref": 58905 + }, + "7": { + "Dice": 0.9243243606365755, + "FN": 2172, + "FP": 9093, + "IoU": 0.8592965451774874, + "TN": 1146562, + "TP": 68797, + "n_pred": 77890, + "n_ref": 70969 + }, + "8": { + "Dice": 0.9126868187436791, + "FN": 1439, + "FP": 892, + "IoU": 0.8393964448119058, + "TN": 1212110, + "TP": 12183, + "n_pred": 13075, + "n_ref": 13622 + }, + "9": { + "Dice": 0.8386138876368746, + "FN": 2409, + "FP": 3678, + "IoU": 0.7220801753264542, + "TN": 1204722, + "TP": 15815, + "n_pred": 19493, + "n_ref": 18224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0072.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0072.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.2022719741529285, + "FN": 153236, + "FP": 834, + "IoU": 0.1125153367165314, + "TN": 1753949, + "TP": 19533, + "n_pred": 20367, + "n_ref": 172769 + }, + "10": { + "Dice": 0.45226130653266333, + "FN": 196, + "FP": 22, + "IoU": 0.2922077922077922, + "TN": 1927244, + "TP": 90, + "n_pred": 112, + "n_ref": 286 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8474085445632643, + "FN": 7078, + "FP": 1669, + "IoU": 0.7352202209777509, + "TN": 1894517, + "TP": 24288, + "n_pred": 25957, + "n_ref": 31366 + }, + "15": { + "Dice": 0.45867004700786984, + "FN": 2438, + "FP": 28309, + "IoU": 0.29758070043177304, + "TN": 1883779, + "TP": 13026, + "n_pred": 41335, + "n_ref": 15464 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 12362, + "IoU": 0.0, + "TN": 1915190, + "TP": 0, + "n_pred": 12362, + "n_ref": 0 + }, + "3": { + "Dice": 0.030398671096345514, + "FN": 11668, + "FP": 6, + "IoU": 0.015433920890613139, + "TN": 1915695, + "TP": 183, + "n_pred": 189, + "n_ref": 11851 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.466618041293179, + "FN": 2694, + "FP": 164038, + "IoU": 0.3043064636593884, + "TN": 1687889, + "TP": 72931, + "n_pred": 236969, + "n_ref": 75625 + }, + "7": { + "Dice": 0.8724658751312495, + "FN": 330, + "FP": 1249, + "IoU": 0.77378223495702, + "TN": 1920572, + "TP": 5401, + "n_pred": 6650, + "n_ref": 5731 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0077.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0077.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.8506224066390041, + "FN": 47, + "FP": 97, + "IoU": 0.740072202166065, + "TN": 1050838, + "TP": 410, + "n_pred": 507, + "n_ref": 457 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7475828018926147, + "FN": 420, + "FP": 4488, + "IoU": 0.5969119579500657, + "TN": 1039216, + "TP": 7268, + "n_pred": 11756, + "n_ref": 7688 + }, + "6": { + "Dice": 0.9489653322004717, + "FN": 1422, + "FP": 7708, + "IoU": 0.9028868040930075, + "TN": 957378, + "TP": 84884, + "n_pred": 92592, + "n_ref": 86306 + }, + "7": { + "Dice": 0.7873398879705433, + "FN": 2504, + "FP": 2925, + "IoU": 0.649266748497965, + "TN": 1035913, + "TP": 10050, + "n_pred": 12975, + "n_ref": 12554 + }, + "8": { + "Dice": 0.9351393749245807, + "FN": 1442, + "FP": 708, + "IoU": 0.8781800668593122, + "TN": 1033743, + "TP": 15499, + "n_pred": 16207, + "n_ref": 16941 + }, + "9": { + "Dice": 0.8212009392821201, + "FN": 323, + "FP": 210, + "IoU": 0.6966420034149118, + "TN": 1049635, + "TP": 1224, + "n_pred": 1434, + "n_ref": 1547 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0081.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0081.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9110480477541834, + "FN": 577, + "FP": 332, + "IoU": 0.836628324946082, + "TN": 1221060, + "TP": 4655, + "n_pred": 4987, + "n_ref": 5232 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.3037974683544304, + "FN": 91, + "FP": 19, + "IoU": 0.1791044776119403, + "TN": 1226490, + "TP": 24, + "n_pred": 43, + "n_ref": 115 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.940016456580212, + "FN": 3963, + "FP": 4712, + "IoU": 0.8868217458805725, + "TN": 1149975, + "TP": 67974, + "n_pred": 72686, + "n_ref": 71937 + }, + "15": { + "Dice": 0.9111692844677138, + "FN": 940, + "FP": 1096, + "IoU": 0.8368328257733612, + "TN": 1214146, + "TP": 10442, + "n_pred": 11538, + "n_ref": 11382 + }, + "2": { + "Dice": 0.8580697485806975, + "FN": 83, + "FP": 92, + "IoU": 0.7514204545454546, + "TN": 1225920, + "TP": 529, + "n_pred": 621, + "n_ref": 612 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6575371326240388, + "FN": 415, + "FP": 2836, + "IoU": 0.48979912115505336, + "TN": 1220252, + "TP": 3121, + "n_pred": 5957, + "n_ref": 3536 + }, + "6": { + "Dice": 0.9587314646870734, + "FN": 330, + "FP": 1877, + "IoU": 0.9207341162949395, + "TN": 1198781, + "TP": 25636, + "n_pred": 27513, + "n_ref": 25966 + }, + "7": { + "Dice": 0.9358866736621196, + "FN": 101, + "FP": 2343, + "IoU": 0.8794990632087565, + "TN": 1206342, + "TP": 17838, + "n_pred": 20181, + "n_ref": 17939 + }, + "8": { + "Dice": 0.9214682714222879, + "FN": 2005, + "FP": 1923, + "IoU": 0.8543728914099284, + "TN": 1199651, + "TP": 23045, + "n_pred": 24968, + "n_ref": 25050 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0094.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0094.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7450980392156863, + "FN": 1, + "FP": 12, + "IoU": 0.59375, + "TN": 1927520, + "TP": 19, + "n_pred": 31, + "n_ref": 20 + }, + "10": { + "Dice": 0.9057553956834532, + "FN": 119, + "FP": 143, + "IoU": 0.8277449046679816, + "TN": 1926031, + "TP": 1259, + "n_pred": 1402, + "n_ref": 1378 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.7371688352406334, + "FN": 5024, + "FP": 3359, + "IoU": 0.5837429862455932, + "TN": 1907413, + "TP": 11756, + "n_pred": 15115, + "n_ref": 16780 + }, + "15": { + "Dice": 0.4994813278008299, + "FN": 1251, + "FP": 2609, + "IoU": 0.3328724507431732, + "TN": 1921766, + "TP": 1926, + "n_pred": 4535, + "n_ref": 3177 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.5459911460895229, + "FN": 634, + "FP": 289, + "IoU": 0.37550744248985113, + "TN": 1926074, + "TP": 555, + "n_pred": 844, + "n_ref": 1189 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9797120101015007, + "FN": 1329, + "FP": 2013, + "IoU": 0.9602308561908729, + "TN": 1843517, + "TP": 80693, + "n_pred": 82706, + "n_ref": 82022 + }, + "7": { + "Dice": 0.5336186061254408, + "FN": 18484, + "FP": 63913, + "IoU": 0.3639016482031883, + "TN": 1798017, + "TP": 47138, + "n_pred": 111051, + "n_ref": 65622 + }, + "8": { + "Dice": 0.5376395534290271, + "FN": 5385, + "FP": 413, + "IoU": 0.3676518704329807, + "TN": 1918383, + "TP": 3371, + "n_pred": 3784, + "n_ref": 8756 + }, + "9": { + "Dice": 0.766512038877844, + "FN": 1060, + "FP": 1054, + "IoU": 0.6214183381088825, + "TN": 1921968, + "TP": 3470, + "n_pred": 4524, + "n_ref": 4530 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0105.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0105.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8403112263801408, + "FN": 25, + "FP": 406, + "IoU": 0.7246006389776358, + "TN": 1400291, + "TP": 1134, + "n_pred": 1540, + "n_ref": 1159 + }, + "10": { + "Dice": 0.8681715737130182, + "FN": 2583, + "FP": 1102, + "IoU": 0.7670522789051141, + "TN": 1386037, + "TP": 12134, + "n_pred": 13236, + "n_ref": 14717 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.3183643665571376, + "FN": 1731, + "FP": 136, + "IoU": 0.18931828050369084, + "TN": 1399553, + "TP": 436, + "n_pred": 572, + "n_ref": 2167 + }, + "13": { + "Dice": 0.09061677871967261, + "FN": 2490, + "FP": 621, + "IoU": 0.04745866503368034, + "TN": 1398590, + "TP": 155, + "n_pred": 776, + "n_ref": 2645 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 4796, + "IoU": 0.0, + "TN": 1397060, + "TP": 0, + "n_pred": 4796, + "n_ref": 0 + }, + "15": { + "Dice": 0.8702916204177538, + "FN": 16712, + "FP": 1284, + "IoU": 0.7703683854585359, + "TN": 1323487, + "TP": 60373, + "n_pred": 61657, + "n_ref": 77085 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 19, + "IoU": 0.0, + "TN": 1401837, + "TP": 0, + "n_pred": 19, + "n_ref": 0 + }, + "3": { + "Dice": 0.9403029615747317, + "FN": 2989, + "FP": 2012, + "IoU": 0.887331876450312, + "TN": 1357469, + "TP": 39386, + "n_pred": 41398, + "n_ref": 42375 + }, + "4": { + "Dice": 0.7272727272727273, + "FN": 2, + "FP": 4, + "IoU": 0.5714285714285714, + "TN": 1401842, + "TP": 8, + "n_pred": 12, + "n_ref": 10 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9793108248409306, + "FN": 1821, + "FP": 1746, + "IoU": 0.9594603809610401, + "TN": 1313868, + "TP": 84421, + "n_pred": 86167, + "n_ref": 86242 + }, + "7": { + "Dice": 0.8168297953476548, + "FN": 3218, + "FP": 2546, + "IoU": 0.6903738719381177, + "TN": 1383240, + "TP": 12852, + "n_pred": 15398, + "n_ref": 16070 + }, + "8": { + "Dice": 0.9300362899822769, + "FN": 233, + "FP": 1425, + "IoU": 0.8692222748067518, + "TN": 1389178, + "TP": 11020, + "n_pred": 12445, + "n_ref": 11253 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0133.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0133.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.40665196937872133, + "FN": 196, + "FP": 33985, + "IoU": 0.25521854708676517, + "TN": 1706426, + "TP": 11713, + "n_pred": 45698, + "n_ref": 11909 + }, + "10": { + "Dice": 0.0, + "FN": 348, + "FP": 0, + "IoU": 0.0, + "TN": 1751972, + "TP": 0, + "n_pred": 0, + "n_ref": 348 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6937206322084579, + "FN": 439, + "FP": 278, + "IoU": 0.5310660562459124, + "TN": 1750791, + "TP": 812, + "n_pred": 1090, + "n_ref": 1251 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 273, + "IoU": 0.0, + "TN": 1752047, + "TP": 0, + "n_pred": 273, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 1752319, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "3": { + "Dice": 0.9714342844129948, + "FN": 847, + "FP": 4296, + "IoU": 0.9444552445135649, + "TN": 1659728, + "TP": 87449, + "n_pred": 91745, + "n_ref": 88296 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.005761696243374049, + "FN": 34472, + "FP": 40, + "IoU": 0.0028891713856465965, + "TN": 1717708, + "TP": 100, + "n_pred": 140, + "n_ref": 34572 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0153.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0153.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.800696603473667, + "FN": 16535, + "FP": 517, + "IoU": 0.667634733456778, + "TN": 1701015, + "TP": 34253, + "n_pred": 34770, + "n_ref": 50788 + }, + "10": { + "Dice": 0.7815881376309612, + "FN": 3246, + "FP": 4384, + "IoU": 0.6414810638097923, + "TN": 1731038, + "TP": 13652, + "n_pred": 18036, + "n_ref": 16898 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.07490272373540856, + "FN": 5146, + "FP": 560, + "IoU": 0.03890853966649823, + "TN": 1746383, + "TP": 231, + "n_pred": 791, + "n_ref": 5377 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8924731182795699, + "FN": 10, + "FP": 110, + "IoU": 0.8058252427184466, + "TN": 1751702, + "TP": 498, + "n_pred": 608, + "n_ref": 508 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.7628076223307478, + "FN": 349, + "FP": 4605, + "IoU": 0.6165634674922601, + "TN": 1739400, + "TP": 7966, + "n_pred": 12571, + "n_ref": 8315 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 516, + "IoU": 0.0, + "TN": 1751804, + "TP": 0, + "n_pred": 516, + "n_ref": 0 + }, + "6": { + "Dice": 0.9697596116200767, + "FN": 3407, + "FP": 15903, + "IoU": 0.9412945003496185, + "TN": 1423390, + "TP": 309620, + "n_pred": 325523, + "n_ref": 313027 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 28969, + "IoU": 0.0, + "TN": 1723351, + "TP": 0, + "n_pred": 28969, + "n_ref": 0 + }, + "8": { + "Dice": 0.9680153868072375, + "FN": 642, + "FP": 256, + "IoU": 0.9380133913163526, + "TN": 1737833, + "TP": 13589, + "n_pred": 13845, + "n_ref": 14231 + }, + "9": { + "Dice": 0.9004448838358873, + "FN": 2393, + "FP": 628, + "IoU": 0.8189174608883294, + "TN": 1735637, + "TP": 13662, + "n_pred": 14290, + "n_ref": 16055 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0181.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0181.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9078848901285802, + "FN": 116, + "FP": 2592, + "IoU": 0.8313087896343363, + "TN": 2086731, + "TP": 13345, + "n_pred": 15937, + "n_ref": 13461 + }, + "10": { + "Dice": 0.9341527655838455, + "FN": 98, + "FP": 52, + "IoU": 0.8764415156507414, + "TN": 2101570, + "TP": 1064, + "n_pred": 1116, + "n_ref": 1162 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5747238072113634, + "FN": 3494, + "FP": 9, + "IoU": 0.40323679727427597, + "TN": 2096914, + "TP": 2367, + "n_pred": 2376, + "n_ref": 5861 + }, + "14": { + "Dice": 0.4411764705882353, + "FN": 42, + "FP": 34, + "IoU": 0.2830188679245283, + "TN": 2102678, + "TP": 30, + "n_pred": 64, + "n_ref": 72 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9561516740621219, + "FN": 2239, + "FP": 2109, + "IoU": 0.9159871700738107, + "TN": 2051030, + "TP": 47406, + "n_pred": 49515, + "n_ref": 49645 + }, + "3": { + "Dice": 0.9488158246458166, + "FN": 3011, + "FP": 1776, + "IoU": 0.9026161607942061, + "TN": 2053628, + "TP": 44369, + "n_pred": 46145, + "n_ref": 47380 + }, + "4": { + "Dice": 0.8992161254199328, + "FN": 772, + "FP": 128, + "IoU": 0.8168870803662258, + "TN": 2097869, + "TP": 4015, + "n_pred": 4143, + "n_ref": 4787 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9500019478748685, + "FN": 9121, + "FP": 3713, + "IoU": 0.9047654383283121, + "TN": 1968022, + "TP": 121928, + "n_pred": 125641, + "n_ref": 131049 + }, + "7": { + "Dice": 0.9166591665916659, + "FN": 514, + "FP": 1338, + "IoU": 0.8461410650494309, + "TN": 2090747, + "TP": 10185, + "n_pred": 11523, + "n_ref": 10699 + }, + "8": { + "Dice": 0.953526517222526, + "FN": 277, + "FP": 828, + "IoU": 0.9111807732497388, + "TN": 2090343, + "TP": 11336, + "n_pred": 12164, + "n_ref": 11613 + }, + "9": { + "Dice": 0.7426488456865128, + "FN": 1578, + "FP": 540, + "IoU": 0.5906455353691534, + "TN": 2097610, + "TP": 3056, + "n_pred": 3596, + "n_ref": 4634 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0186.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0186.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1453, + "IoU": 0.0, + "TN": 2802259, + "TP": 0, + "n_pred": 1453, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7238077869973557, + "FN": 3686, + "FP": 2372, + "IoU": 0.5671620462989425, + "TN": 2789716, + "TP": 7938, + "n_pred": 10310, + "n_ref": 11624 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8419605922055301, + "FN": 9693, + "FP": 1921, + "IoU": 0.7270569434325868, + "TN": 2761161, + "TP": 30937, + "n_pred": 32858, + "n_ref": 40630 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 8321, + "IoU": 0.0, + "TN": 2795391, + "TP": 0, + "n_pred": 8321, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9308260296609283, + "FN": 11526, + "FP": 8316, + "IoU": 0.8706029659193176, + "TN": 2650370, + "TP": 133500, + "n_pred": 141816, + "n_ref": 145026 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 44774, + "IoU": 0.0, + "TN": 2758938, + "TP": 0, + "n_pred": 44774, + "n_ref": 0 + }, + "8": { + "Dice": 0.9093125870877845, + "FN": 371, + "FP": 1191, + "IoU": 0.8337059512402853, + "TN": 2794319, + "TP": 7831, + "n_pred": 9022, + "n_ref": 8202 + }, + "9": { + "Dice": 0.8824561403508772, + "FN": 1637, + "FP": 775, + "IoU": 0.7896389324960753, + "TN": 2792246, + "TP": 9054, + "n_pred": 9829, + "n_ref": 10691 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0190.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0190.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9684249628528975, + "FN": 297, + "FP": 43, + "IoU": 0.9387828592005761, + "TN": 3148622, + "TP": 5214, + "n_pred": 5257, + "n_ref": 5511 + }, + "10": { + "Dice": 0.7848780487804878, + "FN": 405, + "FP": 477, + "IoU": 0.6459253311922922, + "TN": 3151685, + "TP": 1609, + "n_pred": 2086, + "n_ref": 2014 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6473354231974922, + "FN": 341, + "FP": 109, + "IoU": 0.47856315179606024, + "TN": 3153313, + "TP": 413, + "n_pred": 522, + "n_ref": 754 + }, + "13": { + "Dice": 0.8296007789678675, + "FN": 151, + "FP": 24, + "IoU": 0.7088186356073212, + "TN": 3153575, + "TP": 426, + "n_pred": 450, + "n_ref": 577 + }, + "14": { + "Dice": 0.9636336578603151, + "FN": 2050, + "FP": 2593, + "IoU": 0.9298195229601862, + "TN": 3088018, + "TP": 61515, + "n_pred": 64108, + "n_ref": 63565 + }, + "15": { + "Dice": 0.9072638530002871, + "FN": 65, + "FP": 258, + "IoU": 0.8302679978980557, + "TN": 3152273, + "TP": 1580, + "n_pred": 1838, + "n_ref": 1645 + }, + "2": { + "Dice": 0.9241149521032903, + "FN": 13519, + "FP": 1968, + "IoU": 0.858934654691855, + "TN": 3044390, + "TP": 94299, + "n_pred": 96267, + "n_ref": 107818 + }, + "3": { + "Dice": 0.9148974064497902, + "FN": 3144, + "FP": 10713, + "IoU": 0.8431436915623373, + "TN": 3065834, + "TP": 74485, + "n_pred": 85198, + "n_ref": 77629 + }, + "4": { + "Dice": 0.9348097874620468, + "FN": 123, + "FP": 242, + "IoU": 0.8775989268947015, + "TN": 3151194, + "TP": 2617, + "n_pred": 2859, + "n_ref": 2740 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9950565569920459, + "FN": 794, + "FP": 490, + "IoU": 0.9901617488181073, + "TN": 3023665, + "TP": 129227, + "n_pred": 129717, + "n_ref": 130021 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 16136, + "IoU": 0.0, + "TN": 3138040, + "TP": 0, + "n_pred": 16136, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7692307692307693, + "FN": 2, + "FP": 7, + "IoU": 0.625, + "TN": 3154152, + "TP": 15, + "n_pred": 22, + "n_ref": 17 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0195.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0195.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9407461123197164, + "FN": 3237, + "FP": 440, + "IoU": 0.8881214629099982, + "TN": 1894686, + "TP": 29189, + "n_pred": 29629, + "n_ref": 32426 + }, + "10": { + "Dice": 0.9203249984253953, + "FN": 2873, + "FP": 2187, + "IoU": 0.8524092871310233, + "TN": 1893268, + "TP": 29224, + "n_pred": 31411, + "n_ref": 32097 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7409895898137779, + "FN": 1604, + "FP": 4641, + "IoU": 0.5885492159704836, + "TN": 1912374, + "TP": 8933, + "n_pred": 13574, + "n_ref": 10537 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.7095755662153136, + "FN": 8057, + "FP": 1509, + "IoU": 0.5498776585733107, + "TN": 1906300, + "TP": 11686, + "n_pred": 13195, + "n_ref": 19743 + }, + "5": { + "Dice": 0.6272568839316836, + "FN": 4995, + "FP": 352, + "IoU": 0.45693682713792405, + "TN": 1917706, + "TP": 4499, + "n_pred": 4851, + "n_ref": 9494 + }, + "6": { + "Dice": 0.9531400812464865, + "FN": 2098, + "FP": 6738, + "IoU": 0.9104752834375222, + "TN": 1828853, + "TP": 89863, + "n_pred": 96601, + "n_ref": 91961 + }, + "7": { + "Dice": 0.7548988918800476, + "FN": 190, + "FP": 3725, + "IoU": 0.6062952534191473, + "TN": 1917608, + "TP": 6029, + "n_pred": 9754, + "n_ref": 6219 + }, + "8": { + "Dice": 0.9541214382632293, + "FN": 2982, + "FP": 264, + "IoU": 0.912267899132409, + "TN": 1890553, + "TP": 33753, + "n_pred": 34017, + "n_ref": 36735 + }, + "9": { + "Dice": 0.6427586206896552, + "FN": 391, + "FP": 127, + "IoU": 0.4735772357723577, + "TN": 1926568, + "TP": 466, + "n_pred": 593, + "n_ref": 857 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0215.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0215.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.974944448701249, + "FN": 2892, + "FP": 2340, + "IoU": 0.9511137688742712, + "TN": 944368, + "TP": 101792, + "n_pred": 104132, + "n_ref": 104684 + }, + "10": { + "Dice": 0.0, + "FN": 895, + "FP": 605, + "IoU": 0.0, + "TN": 1049892, + "TP": 0, + "n_pred": 605, + "n_ref": 895 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 1051386, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7301659698466996, + "FN": 9356, + "FP": 1293, + "IoU": 0.5750089795266792, + "TN": 1026335, + "TP": 14408, + "n_pred": 15701, + "n_ref": 23764 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.905841717975672, + "FN": 31, + "FP": 596, + "IoU": 0.8278891023881416, + "TN": 1047749, + "TP": 3016, + "n_pred": 3612, + "n_ref": 3047 + }, + "3": { + "Dice": 0.9530793385729585, + "FN": 1391, + "FP": 1194, + "IoU": 0.9103644370470544, + "TN": 1022553, + "TP": 26254, + "n_pred": 27448, + "n_ref": 27645 + }, + "4": { + "Dice": 0.3434343434343434, + "FN": 46, + "FP": 19, + "IoU": 0.2073170731707317, + "TN": 1051310, + "TP": 17, + "n_pred": 36, + "n_ref": 63 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6092572658772875, + "FN": 116, + "FP": 247, + "IoU": 0.43808049535603716, + "TN": 1050746, + "TP": 283, + "n_pred": 530, + "n_ref": 399 + }, + "7": { + "Dice": 0.7798390850455482, + "FN": 3309, + "FP": 2, + "IoU": 0.6391280653950954, + "TN": 1042217, + "TP": 5864, + "n_pred": 5866, + "n_ref": 9173 + }, + "8": { + "Dice": 0.10526315789473684, + "FN": 3, + "FP": 14, + "IoU": 0.05555555555555555, + "TN": 1051374, + "TP": 1, + "n_pred": 15, + "n_ref": 4 + }, + "9": { + "Dice": 0.45402766476810413, + "FN": 3732, + "FP": 2978, + "IoU": 0.29368421052631577, + "TN": 1041892, + "TP": 2790, + "n_pred": 5768, + "n_ref": 6522 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0235.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0235.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9705855375272155, + "FN": 1401, + "FP": 4692, + "IoU": 0.9428520512483821, + "TN": 1645702, + "TP": 100525, + "n_pred": 105217, + "n_ref": 101926 + }, + "10": { + "Dice": 0.8825027464296414, + "FN": 1361, + "FP": 3345, + "IoU": 0.7897135707583002, + "TN": 1729941, + "TP": 17673, + "n_pred": 21018, + "n_ref": 19034 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 184, + "IoU": 0.0, + "TN": 1752136, + "TP": 0, + "n_pred": 184, + "n_ref": 0 + }, + "13": { + "Dice": 0.37265400439609986, + "FN": 2722, + "FP": 8409, + "IoU": 0.22899494354782848, + "TN": 1737883, + "TP": 3306, + "n_pred": 11715, + "n_ref": 6028 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 28, + "IoU": 0.0, + "TN": 1752292, + "TP": 0, + "n_pred": 28, + "n_ref": 0 + }, + "15": { + "Dice": 0.504969110932044, + "FN": 1787, + "FP": 56, + "IoU": 0.33776500179662233, + "TN": 1749537, + "TP": 940, + "n_pred": 996, + "n_ref": 2727 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 23, + "IoU": 0.0, + "TN": 1752297, + "TP": 0, + "n_pred": 23, + "n_ref": 0 + }, + "3": { + "Dice": 0.8903704258586463, + "FN": 2574, + "FP": 3280, + "IoU": 0.8024032944035644, + "TN": 1722694, + "TP": 23772, + "n_pred": 27052, + "n_ref": 26346 + }, + "4": { + "Dice": 0.9402401372212693, + "FN": 234, + "FP": 637, + "IoU": 0.8872199922309983, + "TN": 1744597, + "TP": 6852, + "n_pred": 7489, + "n_ref": 7086 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9091586428243925, + "FN": 1544, + "FP": 1626, + "IoU": 0.8334471707035149, + "TN": 1733287, + "TP": 15863, + "n_pred": 17489, + "n_ref": 17407 + }, + "7": { + "Dice": 0.8576718851029645, + "FN": 14077, + "FP": 451, + "IoU": 0.7508104492204251, + "TN": 1694019, + "TP": 43773, + "n_pred": 44224, + "n_ref": 57850 + }, + "8": { + "Dice": 0.9309157899840016, + "FN": 191, + "FP": 1234, + "IoU": 0.8707600217667332, + "TN": 1741294, + "TP": 9601, + "n_pred": 10835, + "n_ref": 9792 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 512, + "IoU": 0.0, + "TN": 1751808, + "TP": 0, + "n_pred": 512, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0259.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0259.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8917246713070379, + "FN": 1120, + "FP": 0, + "IoU": 0.8046057222609909, + "TN": 2097052, + "TP": 4612, + "n_pred": 4612, + "n_ref": 5732 + }, + "10": { + "Dice": 0.7576414384925023, + "FN": 3713, + "FP": 1766, + "IoU": 0.6098412020223599, + "TN": 2088741, + "TP": 8564, + "n_pred": 10330, + "n_ref": 12277 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5662666846433868, + "FN": 6300, + "FP": 134, + "IoU": 0.39495956366372015, + "TN": 2092150, + "TP": 4200, + "n_pred": 4334, + "n_ref": 10500 + }, + "14": { + "Dice": 0.8371838388262345, + "FN": 5784, + "FP": 6112, + "IoU": 0.7199623352165725, + "TN": 2060304, + "TP": 30584, + "n_pred": 36696, + "n_ref": 36368 + }, + "15": { + "Dice": 0.8660914030041547, + "FN": 126, + "FP": 293, + "IoU": 0.7638105975197295, + "TN": 2101010, + "TP": 1355, + "n_pred": 1648, + "n_ref": 1481 + }, + "2": { + "Dice": 0.9846162574105767, + "FN": 2944, + "FP": 310, + "IoU": 0.9696986627928632, + "TN": 1995396, + "TP": 104134, + "n_pred": 104444, + "n_ref": 107078 + }, + "3": { + "Dice": 0.6716141001855288, + "FN": 175, + "FP": 2, + "IoU": 0.505586592178771, + "TN": 2102426, + "TP": 181, + "n_pred": 183, + "n_ref": 356 + }, + "4": { + "Dice": 0.8729752770673487, + "FN": 295, + "FP": 3, + "IoU": 0.7745839636913767, + "TN": 2101462, + "TP": 1024, + "n_pred": 1027, + "n_ref": 1319 + }, + "5": { + "Dice": 0.8405797101449275, + "FN": 11, + "FP": 0, + "IoU": 0.725, + "TN": 2102744, + "TP": 29, + "n_pred": 29, + "n_ref": 40 + }, + "6": { + "Dice": 0.9657842157842158, + "FN": 635, + "FP": 187, + "IoU": 0.933832407631007, + "TN": 2090361, + "TP": 11601, + "n_pred": 11788, + "n_ref": 12236 + }, + "7": { + "Dice": 0.9294006712157928, + "FN": 847, + "FP": 6116, + "IoU": 0.8681125106544181, + "TN": 2049989, + "TP": 45832, + "n_pred": 51948, + "n_ref": 46679 + }, + "8": { + "Dice": 0.6433400946585531, + "FN": 692, + "FP": 3528, + "IoU": 0.4742088213306753, + "TN": 2094758, + "TP": 3806, + "n_pred": 7334, + "n_ref": 4498 + }, + "9": { + "Dice": 0.867712340929269, + "FN": 1077, + "FP": 264, + "IoU": 0.7663355985363304, + "TN": 2097045, + "TP": 4398, + "n_pred": 4662, + "n_ref": 5475 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0263.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0263.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9678071539657854, + "FN": 190, + "FP": 224, + "IoU": 0.9376224197679675, + "TN": 2271379, + "TP": 6223, + "n_pred": 6447, + "n_ref": 6413 + }, + "10": { + "Dice": 0.0, + "FN": 6, + "FP": 0, + "IoU": 0.0, + "TN": 2278010, + "TP": 0, + "n_pred": 0, + "n_ref": 6 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 42, + "IoU": 0.0, + "TN": 2277974, + "TP": 0, + "n_pred": 42, + "n_ref": 0 + }, + "14": { + "Dice": 0.08062596691657742, + "FN": 3156, + "FP": 27746, + "IoU": 0.042006386210744956, + "TN": 2245759, + "TP": 1355, + "n_pred": 29101, + "n_ref": 4511 + }, + "15": { + "Dice": 0.3211503894547633, + "FN": 409, + "FP": 1857, + "IoU": 0.19129193433261957, + "TN": 2275214, + "TP": 536, + "n_pred": 2393, + "n_ref": 945 + }, + "2": { + "Dice": 0.9621962586434873, + "FN": 4131, + "FP": 2845, + "IoU": 0.927146646615285, + "TN": 2182262, + "TP": 88778, + "n_pred": 91623, + "n_ref": 92909 + }, + "3": { + "Dice": 0.016629445112523622, + "FN": 50, + "FP": 28571, + "IoU": 0.008384436822229151, + "TN": 2249153, + "TP": 242, + "n_pred": 28813, + "n_ref": 292 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 31904, + "IoU": 0.0, + "TN": 2246112, + "TP": 0, + "n_pred": 31904, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 2278013, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "6": { + "Dice": 0.9452655457583514, + "FN": 1440, + "FP": 11155, + "IoU": 0.8962118777450908, + "TN": 2156663, + "TP": 108758, + "n_pred": 119913, + "n_ref": 110198 + }, + "7": { + "Dice": 0.225, + "FN": 3392, + "FP": 47014, + "IoU": 0.1267605633802817, + "TN": 2220293, + "TP": 7317, + "n_pred": 54331, + "n_ref": 10709 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0264.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0264.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9764526394996444, + "FN": 2177, + "FP": 1234, + "IoU": 0.9539887231229935, + "TN": 1152490, + "TP": 70723, + "n_pred": 71957, + "n_ref": 72900 + }, + "10": { + "Dice": 0.8847612413899852, + "FN": 61, + "FP": 4406, + "IoU": 0.7933379597501735, + "TN": 1205009, + "TP": 17148, + "n_pred": 21554, + "n_ref": 17209 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 90, + "FP": 0, + "IoU": 0.0, + "TN": 1226534, + "TP": 0, + "n_pred": 0, + "n_ref": 90 + }, + "13": { + "Dice": 0.7646015329517689, + "FN": 4637, + "FP": 2396, + "IoU": 0.618910864264427, + "TN": 1208169, + "TP": 11422, + "n_pred": 13818, + "n_ref": 16059 + }, + "14": { + "Dice": 0.1122414055916502, + "FN": 308671, + "FP": 0, + "IoU": 0.059457499451527195, + "TN": 898440, + "TP": 19513, + "n_pred": 19513, + "n_ref": 328184 + }, + "15": { + "Dice": 0.45062775704105873, + "FN": 1556, + "FP": 63, + "IoU": 0.29084537888742884, + "TN": 1224341, + "TP": 664, + "n_pred": 727, + "n_ref": 2220 + }, + "2": { + "Dice": 0.9524898060051896, + "FN": 832, + "FP": 706, + "IoU": 0.9092892951931584, + "TN": 1209669, + "TP": 15417, + "n_pred": 16123, + "n_ref": 16249 + }, + "3": { + "Dice": 0.9550308008213553, + "FN": 583, + "FP": 293, + "IoU": 0.9139320102181175, + "TN": 1216446, + "TP": 9302, + "n_pred": 9595, + "n_ref": 9885 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 107821, + "IoU": 0.0, + "TN": 1118803, + "TP": 0, + "n_pred": 107821, + "n_ref": 0 + }, + "7": { + "Dice": 0.10541434068614167, + "FN": 164, + "FP": 32848, + "IoU": 0.05563978602282805, + "TN": 1191667, + "TP": 1945, + "n_pred": 34793, + "n_ref": 2109 + }, + "8": { + "Dice": 0.9586643870059338, + "FN": 60, + "FP": 351, + "IoU": 0.9206103921189879, + "TN": 1221447, + "TP": 4766, + "n_pred": 5117, + "n_ref": 4826 + }, + "9": { + "Dice": 0.9562145732358498, + "FN": 628, + "FP": 971, + "IoU": 0.9161026286793641, + "TN": 1207565, + "TP": 17460, + "n_pred": 18431, + "n_ref": 18088 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0268.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0268.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9614528364116095, + "FN": 553, + "FP": 1317, + "IoU": 0.9257671390575999, + "TN": 2252825, + "TP": 23321, + "n_pred": 24638, + "n_ref": 23874 + }, + "10": { + "Dice": 0.7368946580129805, + "FN": 9552, + "FP": 3096, + "IoU": 0.583399209486166, + "TN": 2247656, + "TP": 17712, + "n_pred": 20808, + "n_ref": 27264 + }, + "11": { + "Dice": 0.7408440878967562, + "FN": 1242, + "FP": 244, + "IoU": 0.5883656509695291, + "TN": 2274406, + "TP": 2124, + "n_pred": 2368, + "n_ref": 3366 + }, + "12": { + "Dice": 0.5672107877927608, + "FN": 1685, + "FP": 1364, + "IoU": 0.39587873984545274, + "TN": 2272969, + "TP": 1998, + "n_pred": 3362, + "n_ref": 3683 + }, + "13": { + "Dice": 0.8614206912079253, + "FN": 1163, + "FP": 68, + "IoU": 0.7565750444927822, + "TN": 2272959, + "TP": 3826, + "n_pred": 3894, + "n_ref": 4989 + }, + "14": { + "Dice": 0.9201865580823197, + "FN": 11785, + "FP": 348, + "IoU": 0.8521717940907706, + "TN": 2195941, + "TP": 69942, + "n_pred": 70290, + "n_ref": 81727 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9395397127530715, + "FN": 2712, + "FP": 2529, + "IoU": 0.8859735004242543, + "TN": 2232053, + "TP": 40722, + "n_pred": 43251, + "n_ref": 43434 + }, + "3": { + "Dice": 0.94874715261959, + "FN": 2126, + "FP": 1114, + "IoU": 0.9024918743228603, + "TN": 2244788, + "TP": 29988, + "n_pred": 31102, + "n_ref": 32114 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6018566654288897, + "FN": 910, + "FP": 4451, + "IoU": 0.43046850100924255, + "TN": 2268603, + "TP": 4052, + "n_pred": 8503, + "n_ref": 4962 + }, + "6": { + "Dice": 0.9491339015672258, + "FN": 2794, + "FP": 1831, + "IoU": 0.9031920460491889, + "TN": 2230241, + "TP": 43150, + "n_pred": 44981, + "n_ref": 45944 + }, + "7": { + "Dice": 0.7061204994655083, + "FN": 642, + "FP": 12279, + "IoU": 0.5457389959218113, + "TN": 2249572, + "TP": 15523, + "n_pred": 27802, + "n_ref": 16165 + }, + "8": { + "Dice": 0.9514003294892917, + "FN": 2554, + "FP": 1458, + "IoU": 0.9073055773762765, + "TN": 2234734, + "TP": 39270, + "n_pred": 40728, + "n_ref": 41824 + }, + "9": { + "Dice": 0.9472132528429033, + "FN": 509, + "FP": 243, + "IoU": 0.8997199626616882, + "TN": 2270517, + "TP": 6747, + "n_pred": 6990, + "n_ref": 7256 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0274.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0274.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9497182732805637, + "FN": 3534, + "FP": 919, + "IoU": 0.9042509729718107, + "TN": 2231509, + "TP": 42054, + "n_pred": 42973, + "n_ref": 45588 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 13018, + "IoU": 0.0, + "TN": 2264998, + "TP": 0, + "n_pred": 13018, + "n_ref": 0 + }, + "11": { + "Dice": 0.7336463223787167, + "FN": 1092, + "FP": 610, + "IoU": 0.5793376173999011, + "TN": 2273970, + "TP": 2344, + "n_pred": 2954, + "n_ref": 3436 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 77, + "IoU": 0.0, + "TN": 2277939, + "TP": 0, + "n_pred": 77, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 6779, + "IoU": 0.0, + "TN": 2271237, + "TP": 0, + "n_pred": 6779, + "n_ref": 0 + }, + "14": { + "Dice": 0.8702951757800172, + "FN": 1431, + "FP": 4734, + "IoU": 0.7703739570917759, + "TN": 2251168, + "TP": 20683, + "n_pred": 25417, + "n_ref": 22114 + }, + "15": { + "Dice": 0.7023273273273273, + "FN": 1489, + "FP": 97, + "IoU": 0.5412207115996529, + "TN": 2274559, + "TP": 1871, + "n_pred": 1968, + "n_ref": 3360 + }, + "2": { + "Dice": 0.9689876489941212, + "FN": 583, + "FP": 1142, + "IoU": 0.9398409709144172, + "TN": 2249342, + "TP": 26949, + "n_pred": 28091, + "n_ref": 27532 + }, + "3": { + "Dice": 0.9453268096851085, + "FN": 1451, + "FP": 728, + "IoU": 0.8963220250273588, + "TN": 2256999, + "TP": 18838, + "n_pred": 19566, + "n_ref": 20289 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9633392373759315, + "FN": 4145, + "FP": 4631, + "IoU": 0.9292714377820761, + "TN": 2153936, + "TP": 115304, + "n_pred": 119935, + "n_ref": 119449 + }, + "7": { + "Dice": 0.9066723633066911, + "FN": 2241, + "FP": 15671, + "IoU": 0.8292778238450614, + "TN": 2173097, + "TP": 87007, + "n_pred": 102678, + "n_ref": 89248 + }, + "8": { + "Dice": 0.9207977207977208, + "FN": 143, + "FP": 413, + "IoU": 0.853220696937698, + "TN": 2274228, + "TP": 3232, + "n_pred": 3645, + "n_ref": 3375 + }, + "9": { + "Dice": 0.9060922248401212, + "FN": 208, + "FP": 71, + "IoU": 0.8283076923076923, + "TN": 2276391, + "TP": 1346, + "n_pred": 1417, + "n_ref": 1554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0282.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0282.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 469, + "IoU": 0.0, + "TN": 1927083, + "TP": 0, + "n_pred": 469, + "n_ref": 0 + }, + "10": { + "Dice": 0.6113711184269063, + "FN": 17127, + "FP": 4712, + "IoU": 0.4402696260604352, + "TN": 1888535, + "TP": 17178, + "n_pred": 21890, + "n_ref": 34305 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 1927548, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 982, + "FP": 11, + "IoU": 0.0, + "TN": 1926559, + "TP": 0, + "n_pred": 11, + "n_ref": 982 + }, + "13": { + "Dice": 0.05098789037603569, + "FN": 10257, + "FP": 166, + "IoU": 0.026160889470241987, + "TN": 1916849, + "TP": 280, + "n_pred": 446, + "n_ref": 10537 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 160, + "IoU": 0.0, + "TN": 1927392, + "TP": 0, + "n_pred": 160, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 2142, + "IoU": 0.0, + "TN": 1925410, + "TP": 0, + "n_pred": 2142, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9699129910406616, + "FN": 2138, + "FP": 656, + "IoU": 0.9415835580923707, + "TN": 1879723, + "TP": 45035, + "n_pred": 45691, + "n_ref": 47173 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 11993, + "IoU": 0.0, + "TN": 1915559, + "TP": 0, + "n_pred": 11993, + "n_ref": 0 + }, + "5": { + "Dice": 0.8485838375589294, + "FN": 2570, + "FP": 1509, + "IoU": 0.7369914243342576, + "TN": 1912043, + "TP": 11430, + "n_pred": 12939, + "n_ref": 14000 + }, + "6": { + "Dice": 0.9848753441707842, + "FN": 2021, + "FP": 4395, + "IoU": 0.970201382180278, + "TN": 1712240, + "TP": 208896, + "n_pred": 213291, + "n_ref": 210917 + }, + "7": { + "Dice": 0.937735132839484, + "FN": 11981, + "FP": 4586, + "IoU": 0.8827696009057459, + "TN": 1786232, + "TP": 124753, + "n_pred": 129339, + "n_ref": 136734 + }, + "8": { + "Dice": 0.973003171856978, + "FN": 416, + "FP": 1082, + "IoU": 0.9474256835012108, + "TN": 1899059, + "TP": 26995, + "n_pred": 28077, + "n_ref": 27411 + }, + "9": { + "Dice": 0.8790858488021382, + "FN": 1786, + "FP": 3145, + "IoU": 0.7842579628981449, + "TN": 1904696, + "TP": 17925, + "n_pred": 21070, + "n_ref": 19711 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0307.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0307.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9440272523667024, + "FN": 3292, + "FP": 8604, + "IoU": 0.8939882724080774, + "TN": 1464874, + "TP": 100318, + "n_pred": 108922, + "n_ref": 103610 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 5387, + "IoU": 0.0, + "TN": 1571701, + "TP": 0, + "n_pred": 5387, + "n_ref": 0 + }, + "11": { + "Dice": 0.5527522935779816, + "FN": 387, + "FP": 3, + "IoU": 0.38193343898573695, + "TN": 1576457, + "TP": 241, + "n_pred": 244, + "n_ref": 628 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 186, + "IoU": 0.0, + "TN": 1576902, + "TP": 0, + "n_pred": 186, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9424831008813211, + "FN": 1955, + "FP": 1406, + "IoU": 0.8912227328629685, + "TN": 1546190, + "TP": 27537, + "n_pred": 28943, + "n_ref": 29492 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1359, + "IoU": 0.0, + "TN": 1575729, + "TP": 0, + "n_pred": 1359, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 7, + "FP": 0, + "IoU": 0.0, + "TN": 1577081, + "TP": 0, + "n_pred": 0, + "n_ref": 7 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8838293028055878, + "FN": 108024, + "FP": 1166, + "IoU": 0.7918406252978744, + "TN": 1052538, + "TP": 415360, + "n_pred": 416526, + "n_ref": 523384 + }, + "7": { + "Dice": 0.02557879014189694, + "FN": 289, + "FP": 20587, + "IoU": 0.012955082742316784, + "TN": 1555938, + "TP": 274, + "n_pred": 20861, + "n_ref": 563 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 3455, + "IoU": 0.0, + "TN": 1573633, + "TP": 0, + "n_pred": 3455, + "n_ref": 0 + }, + "9": { + "Dice": 0.2702702702702703, + "FN": 3275, + "FP": 1234, + "IoU": 0.15625, + "TN": 1571744, + "TP": 835, + "n_pred": 2069, + "n_ref": 4110 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0317.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0317.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9623648363993821, + "FN": 340, + "FP": 196, + "IoU": 0.9274597374475572, + "TN": 2095395, + "TP": 6853, + "n_pred": 7049, + "n_ref": 7193 + }, + "10": { + "Dice": 0.8617760418680794, + "FN": 3203, + "FP": 7520, + "IoU": 0.757123442808607, + "TN": 2058634, + "TP": 33427, + "n_pred": 40947, + "n_ref": 36630 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6239419588875453, + "FN": 736, + "FP": 819, + "IoU": 0.45342706502636204, + "TN": 2099939, + "TP": 1290, + "n_pred": 2109, + "n_ref": 2026 + }, + "13": { + "Dice": 0.81707045302601, + "FN": 10557, + "FP": 935, + "IoU": 0.6907177651586511, + "TN": 2065627, + "TP": 25665, + "n_pred": 26600, + "n_ref": 36222 + }, + "14": { + "Dice": 0.9570208032565735, + "FN": 1056, + "FP": 2576, + "IoU": 0.917583789058068, + "TN": 2058715, + "TP": 40437, + "n_pred": 43013, + "n_ref": 41493 + }, + "15": { + "Dice": 0.9343592799677493, + "FN": 1842, + "FP": 1903, + "IoU": 0.8768051580644101, + "TN": 2072385, + "TP": 26654, + "n_pred": 28557, + "n_ref": 28496 + }, + "2": { + "Dice": 0.4282277465918204, + "FN": 355, + "FP": 1071, + "IoU": 0.2724489795918367, + "TN": 2100824, + "TP": 534, + "n_pred": 1605, + "n_ref": 889 + }, + "3": { + "Dice": 0.5037078106590893, + "FN": 7111, + "FP": 50, + "IoU": 0.33663733209819363, + "TN": 2091989, + "TP": 3634, + "n_pred": 3684, + "n_ref": 10745 + }, + "4": { + "Dice": 0.15336463223787167, + "FN": 962, + "FP": 120, + "IoU": 0.08305084745762711, + "TN": 2101604, + "TP": 98, + "n_pred": 218, + "n_ref": 1060 + }, + "5": { + "Dice": 0.6357176693510185, + "FN": 601, + "FP": 168, + "IoU": 0.46597222222222223, + "TN": 2101344, + "TP": 671, + "n_pred": 839, + "n_ref": 1272 + }, + "6": { + "Dice": 0.9777263022394582, + "FN": 2875, + "FP": 10760, + "IoU": 0.9564232204949887, + "TN": 1789888, + "TP": 299261, + "n_pred": 310021, + "n_ref": 302136 + }, + "7": { + "Dice": 0.9346253616681632, + "FN": 7622, + "FP": 2862, + "IoU": 0.8772738978765248, + "TN": 2017358, + "TP": 74942, + "n_pred": 77804, + "n_ref": 82564 + }, + "8": { + "Dice": 0.9032706630855096, + "FN": 8727, + "FP": 1429, + "IoU": 0.8236039947894052, + "TN": 2045209, + "TP": 47419, + "n_pred": 48848, + "n_ref": 56146 + }, + "9": { + "Dice": 0.8308315682843724, + "FN": 1457, + "FP": 380, + "IoU": 0.7106175173282924, + "TN": 2096436, + "TP": 4511, + "n_pred": 4891, + "n_ref": 5968 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0320.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0320.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5450592064261478, + "FN": 22856, + "FP": 9993, + "IoU": 0.37462638262227044, + "TN": 2926417, + "TP": 19678, + "n_pred": 29671, + "n_ref": 42534 + }, + "10": { + "Dice": 0.7851675564417573, + "FN": 11896, + "FP": 8144, + "IoU": 0.646317572933764, + "TN": 2922283, + "TP": 36621, + "n_pred": 44765, + "n_ref": 48517 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 45, + "IoU": 0.0, + "TN": 2978899, + "TP": 0, + "n_pred": 45, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 567, + "IoU": 0.0, + "TN": 2978377, + "TP": 0, + "n_pred": 567, + "n_ref": 0 + }, + "13": { + "Dice": 0.7440088874781781, + "FN": 945, + "FP": 668, + "IoU": 0.59236795552186, + "TN": 2974987, + "TP": 2344, + "n_pred": 3012, + "n_ref": 3289 + }, + "14": { + "Dice": 0.7486537066035214, + "FN": 4228, + "FP": 2353, + "IoU": 0.5982785984617263, + "TN": 2962562, + "TP": 9801, + "n_pred": 12154, + "n_ref": 14029 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 25991, + "IoU": 0.0, + "TN": 2952953, + "TP": 0, + "n_pred": 25991, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1437, + "IoU": 0.0, + "TN": 2977507, + "TP": 0, + "n_pred": 1437, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 12011, + "IoU": 0.0, + "TN": 2966933, + "TP": 0, + "n_pred": 12011, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.5490316059522352, + "FN": 38618, + "FP": 160370, + "IoU": 0.37838977623806297, + "TN": 2658827, + "TP": 121129, + "n_pred": 281499, + "n_ref": 159747 + }, + "7": { + "Dice": 0.7206250833988168, + "FN": 6546, + "FP": 49983, + "IoU": 0.5632634140688376, + "TN": 2849509, + "TP": 72906, + "n_pred": 122889, + "n_ref": 79452 + }, + "8": { + "Dice": 0.9436595661615792, + "FN": 581, + "FP": 1728, + "IoU": 0.8933290215282269, + "TN": 2957298, + "TP": 19337, + "n_pred": 21065, + "n_ref": 19918 + }, + "9": { + "Dice": 0.8464069845533916, + "FN": 2574, + "FP": 2000, + "IoU": 0.7337136869069104, + "TN": 2961767, + "TP": 12603, + "n_pred": 14603, + "n_ref": 15177 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0349.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0349.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8676660379231609, + "FN": 5004, + "FP": 328, + "IoU": 0.7662633701560582, + "TN": 1904740, + "TP": 17480, + "n_pred": 17808, + "n_ref": 22484 + }, + "11": { + "Dice": 0.7885714285714286, + "FN": 51, + "FP": 23, + "IoU": 0.6509433962264151, + "TN": 1927340, + "TP": 138, + "n_pred": 161, + "n_ref": 189 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.1825711820534944, + "FN": 88, + "FP": 4649, + "IoU": 0.10045575389289783, + "TN": 1922286, + "TP": 529, + "n_pred": 5178, + "n_ref": 617 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9661583716057777, + "FN": 1122, + "FP": 1317, + "IoU": 0.934532277546638, + "TN": 1890297, + "TP": 34816, + "n_pred": 36133, + "n_ref": 35938 + }, + "3": { + "Dice": 0.9685682239090174, + "FN": 4320, + "FP": 500, + "IoU": 0.9390521470841131, + "TN": 1848468, + "TP": 74264, + "n_pred": 74764, + "n_ref": 78584 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 947, + "IoU": 0.0, + "TN": 1926605, + "TP": 0, + "n_pred": 947, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9730874528643009, + "FN": 1971, + "FP": 3760, + "IoU": 0.9475855130784708, + "TN": 1818212, + "TP": 103609, + "n_pred": 107369, + "n_ref": 105580 + }, + "7": { + "Dice": 0.9107572459617368, + "FN": 2814, + "FP": 2639, + "IoU": 0.8361379890618427, + "TN": 1894274, + "TP": 27825, + "n_pred": 30464, + "n_ref": 30639 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0361.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0361.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9527833450697868, + "FN": 2431, + "FP": 184, + "IoU": 0.9098244767060933, + "TN": 1197625, + "TP": 26384, + "n_pred": 26568, + "n_ref": 28815 + }, + "10": { + "Dice": 0.0, + "FN": 2, + "FP": 0, + "IoU": 0.0, + "TN": 1226622, + "TP": 0, + "n_pred": 0, + "n_ref": 2 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6868947708198838, + "FN": 1814, + "FP": 126, + "IoU": 0.5231071779744346, + "TN": 1222556, + "TP": 2128, + "n_pred": 2254, + "n_ref": 3942 + }, + "14": { + "Dice": 0.7710309256378013, + "FN": 463, + "FP": 10280, + "IoU": 0.6273802504248899, + "TN": 1197793, + "TP": 18088, + "n_pred": 28368, + "n_ref": 18551 + }, + "15": { + "Dice": 0.6556366381479618, + "FN": 5413, + "FP": 61, + "IoU": 0.4876930276087974, + "TN": 1215939, + "TP": 5211, + "n_pred": 5272, + "n_ref": 10624 + }, + "2": { + "Dice": 0.8832446193010877, + "FN": 1035, + "FP": 983, + "IoU": 0.7909024971505544, + "TN": 1216973, + "TP": 7633, + "n_pred": 8616, + "n_ref": 8668 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.7729211087420043, + "FN": 504, + "FP": 348, + "IoU": 0.629887054735013, + "TN": 1224322, + "TP": 1450, + "n_pred": 1798, + "n_ref": 1954 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9807085751202685, + "FN": 2761, + "FP": 5600, + "IoU": 0.9621473811927581, + "TN": 1005741, + "TP": 212522, + "n_pred": 218122, + "n_ref": 215283 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0400.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0400.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.5517241379310345, + "FN": 13, + "FP": 0, + "IoU": 0.38095238095238093, + "TN": 1577067, + "TP": 8, + "n_pred": 8, + "n_ref": 21 + }, + "11": { + "Dice": 0.7160871226595338, + "FN": 343, + "FP": 400, + "IoU": 0.5577380952380953, + "TN": 1575408, + "TP": 937, + "n_pred": 1337, + "n_ref": 1280 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.5717633274751025, + "FN": 4861, + "FP": 256, + "IoU": 0.4003281378178835, + "TN": 1568555, + "TP": 3416, + "n_pred": 3672, + "n_ref": 8277 + }, + "15": { + "Dice": 0.7635167113655316, + "FN": 5120, + "FP": 5373, + "IoU": 0.6174905220180811, + "TN": 1549656, + "TP": 16939, + "n_pred": 22312, + "n_ref": 22059 + }, + "2": { + "Dice": 0.8726304245652514, + "FN": 80, + "FP": 733, + "IoU": 0.774041133963313, + "TN": 1573490, + "TP": 2785, + "n_pred": 3518, + "n_ref": 2865 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7106549954723815, + "FN": 3365, + "FP": 1428, + "IoU": 0.5511752036707557, + "TN": 1566409, + "TP": 5886, + "n_pred": 7314, + "n_ref": 9251 + }, + "6": { + "Dice": 0.9850955981779312, + "FN": 3117, + "FP": 829, + "IoU": 0.9706289542240417, + "TN": 1442738, + "TP": 130404, + "n_pred": 131233, + "n_ref": 133521 + }, + "7": { + "Dice": 0.9583318682091494, + "FN": 1690, + "FP": 1865, + "IoU": 0.9199972994869026, + "TN": 1532652, + "TP": 40881, + "n_pred": 42746, + "n_ref": 42571 + }, + "8": { + "Dice": 0.885391618000687, + "FN": 4922, + "FP": 416, + "IoU": 0.794352197865701, + "TN": 1551131, + "TP": 20619, + "n_pred": 21035, + "n_ref": 25541 + }, + "9": { + "Dice": 0.7785639716970189, + "FN": 77, + "FP": 1832, + "IoU": 0.6374169040835708, + "TN": 1571823, + "TP": 3356, + "n_pred": 5188, + "n_ref": 3433 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0401.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0401.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": 0.600983389418732, + "FN": 3852.8222222222225, + "FP": 3062.453333333333, + "IoU": 0.5169518124204424, + "TN": 2095390.7355555554, + "TP": 18001.18888888889, + "n_pred": 21063.64222222222, + "n_ref": 21854.011111111107 + }, + "mean": { + "1": { + "Dice": 0.7064697625382153, + "FN": 1366.5333333333333, + "FP": 859.8666666666667, + "IoU": 0.6456532897570235, + "TN": 2097374.433333333, + "TP": 20706.366666666665, + "n_pred": 21566.233333333334, + "n_ref": 22072.9 + }, + "10": { + "Dice": 0.6099865416710403, + "FN": 3704.4333333333334, + "FP": 2644.1, + "IoU": 0.5003856747537536, + "TN": 2103673.533333333, + "TP": 10285.133333333333, + "n_pred": 12929.233333333334, + "n_ref": 13989.566666666668 + }, + "11": { + "Dice": 0.43544577473702123, + "FN": 237.03333333333333, + "FP": 152.5, + "IoU": 0.3396824733665999, + "TN": 2119513.066666667, + "TP": 404.6, + "n_pred": 557.1, + "n_ref": 641.6333333333333 + }, + "12": { + "Dice": 0.31631995876919383, + "FN": 403.93333333333334, + "FP": 308.3666666666667, + "IoU": 0.23348108075869875, + "TN": 2119075.2666666666, + "TP": 519.6333333333333, + "n_pred": 828.0, + "n_ref": 923.5666666666667 + }, + "13": { + "Dice": 0.5001339312509707, + "FN": 3354.6666666666665, + "FP": 3760.2, + "IoU": 0.382419390068172, + "TN": 2106602.466666667, + "TP": 6589.866666666667, + "n_pred": 10350.066666666668, + "n_ref": 9944.533333333333 + }, + "14": { + "Dice": 0.7081945163683077, + "FN": 3061.3, + "FP": 1618.9666666666667, + "IoU": 0.6262192029214252, + "TN": 2100084.7333333334, + "TP": 15542.2, + "n_pred": 17161.166666666668, + "n_ref": 18603.5 + }, + "15": { + "Dice": 0.5064225917792252, + "FN": 988.9333333333333, + "FP": 1807.3, + "IoU": 0.42391673253887074, + "TN": 2111802.033333333, + "TP": 5708.933333333333, + "n_pred": 7516.233333333334, + "n_ref": 6697.866666666667 + }, + "2": { + "Dice": 0.5789571046899175, + "FN": 3318.9, + "FP": 1940.5333333333333, + "IoU": 0.5098620336889854, + "TN": 2103056.9, + "TP": 11990.866666666667, + "n_pred": 13931.4, + "n_ref": 15309.766666666666 + }, + "3": { + "Dice": 0.7410607479241178, + "FN": 4507.133333333333, + "FP": 2389.4666666666667, + "IoU": 0.6768676560711201, + "TN": 2093752.4, + "TP": 19658.2, + "n_pred": 22047.666666666668, + "n_ref": 24165.333333333332 + }, + "4": { + "Dice": 0.4782944115531752, + "FN": 4434.2, + "FP": 1797.9333333333334, + "IoU": 0.387852227659128, + "TN": 2108268.1, + "TP": 5806.966666666666, + "n_pred": 7604.9, + "n_ref": 10241.166666666666 + }, + "5": { + "Dice": 0.4450847169907682, + "FN": 451.76666666666665, + "FP": 295.43333333333334, + "IoU": 0.3442601792647608, + "TN": 2118860.6333333333, + "TP": 699.3666666666667, + "n_pred": 994.8, + "n_ref": 1151.1333333333334 + }, + "6": { + "Dice": 0.9008915606892873, + "FN": 14623.7, + "FP": 16195.533333333333, + "IoU": 0.834268447546807, + "TN": 1976820.5666666667, + "TP": 112667.4, + "n_pred": 128862.93333333333, + "n_ref": 127291.1 + }, + "7": { + "Dice": 0.6203503169758228, + "FN": 15424.5, + "FP": 10035.533333333333, + "IoU": 0.5315527326551844, + "TN": 2053097.8333333333, + "TP": 41749.333333333336, + "n_pred": 51784.86666666667, + "n_ref": 57173.833333333336 + }, + "8": { + "Dice": 0.7206952762525184, + "FN": 774.0666666666667, + "FP": 676.6, + "IoU": 0.6632130770241712, + "TN": 2109696.1333333333, + "TP": 9160.4, + "n_pred": 9837.0, + "n_ref": 9934.466666666667 + }, + "9": { + "Dice": 0.7464436290913994, + "FN": 1141.2333333333333, + "FP": 1454.4666666666667, + "IoU": 0.654642988231935, + "TN": 2109182.933333333, + "TP": 8528.566666666668, + "n_pred": 9983.033333333333, + "n_ref": 9669.8 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9124320491609549, + "FN": 1091, + "FP": 391, + "IoU": 0.8389655547104206, + "TN": 1743117, + "TP": 7721, + "n_pred": 8112, + "n_ref": 8812 + }, + "10": { + "Dice": 0.4070594933105608, + "FN": 1461, + "FP": 2705, + "IoU": 0.2555396711937098, + "TN": 1746724, + "TP": 1430, + "n_pred": 4135, + "n_ref": 2891 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.47796024200518583, + "FN": 894, + "FP": 314, + "IoU": 0.3140261215218626, + "TN": 1750559, + "TP": 553, + "n_pred": 867, + "n_ref": 1447 + }, + "13": { + "Dice": 0.43702770780856426, + "FN": 649, + "FP": 8291, + "IoU": 0.27961321514907334, + "TN": 1739910, + "TP": 3470, + "n_pred": 11761, + "n_ref": 4119 + }, + "14": { + "Dice": 0.9449965849839245, + "FN": 16150, + "FP": 359, + "IoU": 0.8957284607173761, + "TN": 1593993, + "TP": 141818, + "n_pred": 142177, + "n_ref": 157968 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8660312893364502, + "FN": 580, + "FP": 165, + "IoU": 0.7637170948303204, + "TN": 1749167, + "TP": 2408, + "n_pred": 2573, + "n_ref": 2988 + }, + "3": { + "Dice": 0.9493263945847593, + "FN": 3885, + "FP": 1490, + "IoU": 0.9035407282450694, + "TN": 1696597, + "TP": 50348, + "n_pred": 51838, + "n_ref": 54233 + }, + "4": { + "Dice": 0.8600137917446558, + "FN": 781, + "FP": 6324, + "IoU": 0.7544071897684065, + "TN": 1723390, + "TP": 21825, + "n_pred": 28149, + "n_ref": 22606 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 1752315, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "6": { + "Dice": 0.9781045127617592, + "FN": 6761, + "FP": 4935, + "IoU": 0.9571473061351604, + "TN": 1479385, + "TP": 261239, + "n_pred": 266174, + "n_ref": 268000 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 717, + "IoU": 0.0, + "TN": 1751603, + "TP": 0, + "n_pred": 717, + "n_ref": 0 + }, + "8": { + "Dice": 0.5789473684210527, + "FN": 16, + "FP": 0, + "IoU": 0.4074074074074074, + "TN": 1752293, + "TP": 11, + "n_pred": 11, + "n_ref": 27 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0019.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0019.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7645618017802737, + "FN": 2827, + "FP": 1114, + "IoU": 0.6188588007736944, + "TN": 1917212, + "TP": 6399, + "n_pred": 7513, + "n_ref": 9226 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7356130108423686, + "FN": 590, + "FP": 678, + "IoU": 0.5817941952506597, + "TN": 1924520, + "TP": 1764, + "n_pred": 2442, + "n_ref": 2354 + }, + "13": { + "Dice": 0.6493774595187407, + "FN": 3113, + "FP": 2322, + "IoU": 0.48079862437906, + "TN": 1917084, + "TP": 5033, + "n_pred": 7355, + "n_ref": 8146 + }, + "14": { + "Dice": 0.8977471949509116, + "FN": 1088, + "FP": 3578, + "IoU": 0.8144657839277903, + "TN": 1902403, + "TP": 20483, + "n_pred": 24061, + "n_ref": 21571 + }, + "15": { + "Dice": 0.3081110506260207, + "FN": 4906, + "FP": 178, + "IoU": 0.1821106821106821, + "TN": 1921336, + "TP": 1132, + "n_pred": 1310, + "n_ref": 6038 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9016988869361453, + "FN": 408, + "FP": 431, + "IoU": 0.8209942393855345, + "TN": 1922865, + "TP": 3848, + "n_pred": 4279, + "n_ref": 4256 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.014234875444839857, + "FN": 34, + "FP": 3290, + "IoU": 0.007168458781362007, + "TN": 1924204, + "TP": 24, + "n_pred": 3314, + "n_ref": 58 + }, + "6": { + "Dice": 0.98445479926457, + "FN": 2815, + "FP": 381, + "IoU": 0.9693855069687246, + "TN": 1823157, + "TP": 101199, + "n_pred": 101580, + "n_ref": 104014 + }, + "7": { + "Dice": 0.840472959875945, + "FN": 2120, + "FP": 349, + "IoU": 0.7248411902373788, + "TN": 1918579, + "TP": 6504, + "n_pred": 6853, + "n_ref": 8624 + }, + "8": { + "Dice": 0.7741810428377592, + "FN": 3457, + "FP": 5863, + "IoU": 0.631562302340291, + "TN": 1902256, + "TP": 15976, + "n_pred": 21839, + "n_ref": 19433 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0027.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0027.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9200302343159485, + "FN": 491, + "FP": 38, + "IoU": 0.8519036954087346, + "TN": 3325836, + "TP": 3043, + "n_pred": 3081, + "n_ref": 3534 + }, + "10": { + "Dice": 0.7057546145494028, + "FN": 27, + "FP": 1057, + "IoU": 0.5453020134228188, + "TN": 3327024, + "TP": 1300, + "n_pred": 2357, + "n_ref": 1327 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6407942238267148, + "FN": 225, + "FP": 173, + "IoU": 0.4714475431606906, + "TN": 3328655, + "TP": 355, + "n_pred": 528, + "n_ref": 580 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 201, + "IoU": 0.0, + "TN": 3329207, + "TP": 0, + "n_pred": 201, + "n_ref": 0 + }, + "14": { + "Dice": 0.891762425584937, + "FN": 1185, + "FP": 2724, + "IoU": 0.8046671996801918, + "TN": 3309396, + "TP": 16103, + "n_pred": 18827, + "n_ref": 17288 + }, + "15": { + "Dice": 0.7892500531123858, + "FN": 226, + "FP": 1758, + "IoU": 0.6518687489033164, + "TN": 3323709, + "TP": 3715, + "n_pred": 5473, + "n_ref": 3941 + }, + "2": { + "Dice": 0.37453183520599254, + "FN": 629, + "FP": 39, + "IoU": 0.2304147465437788, + "TN": 3328540, + "TP": 200, + "n_pred": 239, + "n_ref": 829 + }, + "3": { + "Dice": 0.8498942917547568, + "FN": 945, + "FP": 475, + "IoU": 0.7389705882352942, + "TN": 3323968, + "TP": 4020, + "n_pred": 4495, + "n_ref": 4965 + }, + "4": { + "Dice": 0.7741808907200314, + "FN": 44, + "FP": 1107, + "IoU": 0.631562099871959, + "TN": 3326284, + "TP": 1973, + "n_pred": 3080, + "n_ref": 2017 + }, + "5": { + "Dice": 0.2903946388682055, + "FN": 792, + "FP": 161, + "IoU": 0.16986062717770034, + "TN": 3328260, + "TP": 195, + "n_pred": 356, + "n_ref": 987 + }, + "6": { + "Dice": 0.9604049373311273, + "FN": 4911, + "FP": 8395, + "IoU": 0.9238259893862456, + "TN": 3154729, + "TP": 161373, + "n_pred": 169768, + "n_ref": 166284 + }, + "7": { + "Dice": 0.919641604361683, + "FN": 17227, + "FP": 6827, + "IoU": 0.851237522728116, + "TN": 3167714, + "TP": 137640, + "n_pred": 144467, + "n_ref": 154867 + }, + "8": { + "Dice": 0.9040498442367602, + "FN": 238, + "FP": 378, + "IoU": 0.8249005116543491, + "TN": 3325890, + "TP": 2902, + "n_pred": 3280, + "n_ref": 3140 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0048.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0048.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1088, + "IoU": 0.0, + "TN": 1400768, + "TP": 0, + "n_pred": 1088, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 3038, + "FP": 1671, + "IoU": 0.0, + "TN": 1397147, + "TP": 0, + "n_pred": 1671, + "n_ref": 3038 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 147, + "FP": 0, + "IoU": 0.0, + "TN": 1401709, + "TP": 0, + "n_pred": 0, + "n_ref": 147 + }, + "13": { + "Dice": 0.7961165048543689, + "FN": 649, + "FP": 149, + "IoU": 0.6612903225806451, + "TN": 1399500, + "TP": 1558, + "n_pred": 1707, + "n_ref": 2207 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9080393290919607, + "FN": 403, + "FP": 233, + "IoU": 0.8315677966101694, + "TN": 1398080, + "TP": 3140, + "n_pred": 3373, + "n_ref": 3543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 426, + "IoU": 0.0, + "TN": 1401430, + "TP": 0, + "n_pred": 426, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9105198840264854, + "FN": 4546, + "FP": 6657, + "IoU": 0.8357379548986833, + "TN": 1333654, + "TP": 56999, + "n_pred": 63656, + "n_ref": 61545 + }, + "7": { + "Dice": 0.8888107173218421, + "FN": 3535, + "FP": 4051, + "IoU": 0.799873370970295, + "TN": 1363950, + "TP": 30320, + "n_pred": 34371, + "n_ref": 33855 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0054.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0054.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9125183429280957, + "FN": 322, + "FP": 453, + "IoU": 0.8391114801743824, + "TN": 1397039, + "TP": 4042, + "n_pred": 4495, + "n_ref": 4364 + }, + "11": { + "Dice": 0.761180679785331, + "FN": 495, + "FP": 1107, + "IoU": 0.6144404332129964, + "TN": 1397701, + "TP": 2553, + "n_pred": 3660, + "n_ref": 3048 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.84525702172761, + "FN": 447, + "FP": 137, + "IoU": 0.731987150068839, + "TN": 1399677, + "TP": 1595, + "n_pred": 1732, + "n_ref": 2042 + }, + "14": { + "Dice": 0.822970537991716, + "FN": 2102, + "FP": 5463, + "IoU": 0.6991928108473497, + "TN": 1376707, + "TP": 17584, + "n_pred": 23047, + "n_ref": 19686 + }, + "15": { + "Dice": 0.8971601556868963, + "FN": 928, + "FP": 6206, + "IoU": 0.8134999477151521, + "TN": 1363604, + "TP": 31118, + "n_pred": 37324, + "n_ref": 32046 + }, + "2": { + "Dice": 0.9319236719958741, + "FN": 159, + "FP": 105, + "IoU": 0.8725253500724288, + "TN": 1399785, + "TP": 1807, + "n_pred": 1912, + "n_ref": 1966 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 15, + "FP": 0, + "IoU": 0.0, + "TN": 1401841, + "TP": 0, + "n_pred": 0, + "n_ref": 15 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.977447099489972, + "FN": 3350, + "FP": 3840, + "IoU": 0.9558890293132432, + "TN": 1238858, + "TP": 155808, + "n_pred": 159648, + "n_ref": 159158 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 26, + "IoU": 0.0, + "TN": 1401830, + "TP": 0, + "n_pred": 26, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8094313453536754, + "FN": 130, + "FP": 557, + "IoU": 0.6798695246971109, + "TN": 1399710, + "TP": 1459, + "n_pred": 2016, + "n_ref": 1589 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0059.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0059.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8912408759124087, + "FN": 1159, + "FP": 331, + "IoU": 0.803818301514154, + "TN": 1569493, + "TP": 6105, + "n_pred": 6436, + "n_ref": 7264 + }, + "10": { + "Dice": 0.7665286765001407, + "FN": 6185, + "FP": 5433, + "IoU": 0.6214402085369828, + "TN": 1546398, + "TP": 19072, + "n_pred": 24505, + "n_ref": 25257 + }, + "11": { + "Dice": 0.019230769230769232, + "FN": 0, + "FP": 306, + "IoU": 0.009708737864077669, + "TN": 1576779, + "TP": 3, + "n_pred": 309, + "n_ref": 3 + }, + "12": { + "Dice": 0.648295059151009, + "FN": 1163, + "FP": 1364, + "IoU": 0.4796128500823723, + "TN": 1572232, + "TP": 2329, + "n_pred": 3693, + "n_ref": 3492 + }, + "13": { + "Dice": 0.8408374472134658, + "FN": 3258, + "FP": 2094, + "IoU": 0.7253835496946995, + "TN": 1557599, + "TP": 14137, + "n_pred": 16231, + "n_ref": 17395 + }, + "14": { + "Dice": 0.9471398732089853, + "FN": 1965, + "FP": 3805, + "IoU": 0.8995875606912274, + "TN": 1519625, + "TP": 51693, + "n_pred": 55498, + "n_ref": 53658 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 1635, + "IoU": 0.0, + "TN": 1575453, + "TP": 0, + "n_pred": 1635, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.7492753623188406, + "FN": 88, + "FP": 258, + "IoU": 0.5990730011587485, + "TN": 1576225, + "TP": 517, + "n_pred": 775, + "n_ref": 605 + }, + "4": { + "Dice": 0.7660780819698688, + "FN": 952, + "FP": 1936, + "IoU": 0.6208481029276618, + "TN": 1569471, + "TP": 4729, + "n_pred": 6665, + "n_ref": 5681 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9487926014728549, + "FN": 2858, + "FP": 2225, + "IoU": 0.90257412838058, + "TN": 1524915, + "TP": 47090, + "n_pred": 49315, + "n_ref": 49948 + }, + "7": { + "Dice": 0.8594932716568545, + "FN": 713, + "FP": 4633, + "IoU": 0.7536064893764115, + "TN": 1555391, + "TP": 16351, + "n_pred": 20984, + "n_ref": 17064 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.6337625178826896, + "FN": 114, + "FP": 910, + "IoU": 0.4638743455497382, + "TN": 1575178, + "TP": 886, + "n_pred": 1796, + "n_ref": 1000 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0066.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0066.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8472614536686187, + "FN": 3099, + "FP": 1335, + "IoU": 0.7349988046856323, + "TN": 1735588, + "TP": 12298, + "n_pred": 13633, + "n_ref": 15397 + }, + "10": { + "Dice": 0.6526833350768909, + "FN": 6117, + "FP": 523, + "IoU": 0.48443202111965217, + "TN": 1739441, + "TP": 6239, + "n_pred": 6762, + "n_ref": 12356 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 17, + "IoU": 0.0, + "TN": 1752303, + "TP": 0, + "n_pred": 17, + "n_ref": 0 + }, + "12": { + "Dice": 0.07202216066481995, + "FN": 863, + "FP": 142, + "IoU": 0.03735632183908046, + "TN": 1751276, + "TP": 39, + "n_pred": 181, + "n_ref": 902 + }, + "13": { + "Dice": 0.01812415043044857, + "FN": 54, + "FP": 4280, + "IoU": 0.009144947416552356, + "TN": 1747946, + "TP": 40, + "n_pred": 4320, + "n_ref": 94 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 1752312, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "3": { + "Dice": 0.9251779267663744, + "FN": 1462, + "FP": 2165, + "IoU": 0.8607730989213466, + "TN": 1726269, + "TP": 22424, + "n_pred": 24589, + "n_ref": 23886 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.43570551100804394, + "FN": 4758, + "FP": 306223, + "IoU": 0.27853164098840244, + "TN": 1321281, + "TP": 120058, + "n_pred": 426281, + "n_ref": 124816 + }, + "7": { + "Dice": 0.18704219622704124, + "FN": 303575, + "FP": 194, + "IoU": 0.10316963573988674, + "TN": 1413606, + "TP": 34945, + "n_pred": 35139, + "n_ref": 338520 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0069.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0069.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8482871125611745, + "FN": 404, + "FP": 247, + "IoU": 0.7365439093484419, + "TN": 1749849, + "TP": 1820, + "n_pred": 2067, + "n_ref": 2224 + }, + "10": { + "Dice": 0.8275645059786029, + "FN": 5248, + "FP": 780, + "IoU": 0.7058507783145465, + "TN": 1731827, + "TP": 14465, + "n_pred": 15245, + "n_ref": 19713 + }, + "11": { + "Dice": 0.7818574514038877, + "FN": 50, + "FP": 51, + "IoU": 0.6418439716312057, + "TN": 1752038, + "TP": 181, + "n_pred": 232, + "n_ref": 231 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 1752312, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "13": { + "Dice": 0.8257345244760351, + "FN": 426, + "FP": 6733, + "IoU": 0.7031923714759536, + "TN": 1728200, + "TP": 16961, + "n_pred": 23694, + "n_ref": 17387 + }, + "14": { + "Dice": 0.8963591123749556, + "FN": 1414, + "FP": 627, + "IoU": 0.812183675347382, + "TN": 1741453, + "TP": 8826, + "n_pred": 9453, + "n_ref": 10240 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7172670097198399, + "FN": 260, + "FP": 3696, + "IoU": 0.5591709382661021, + "TN": 1743346, + "TP": 5018, + "n_pred": 8714, + "n_ref": 5278 + }, + "3": { + "Dice": 0.9295279603528874, + "FN": 8168, + "FP": 1857, + "IoU": 0.8683346467034411, + "TN": 1676180, + "TP": 66115, + "n_pred": 67972, + "n_ref": 74283 + }, + "4": { + "Dice": 0.9367143010637154, + "FN": 1479, + "FP": 1466, + "IoU": 0.8809620048504446, + "TN": 1727580, + "TP": 21795, + "n_pred": 23261, + "n_ref": 23274 + }, + "5": { + "Dice": 0.7653631284916201, + "FN": 10, + "FP": 74, + "IoU": 0.6199095022624435, + "TN": 1752099, + "TP": 137, + "n_pred": 211, + "n_ref": 147 + }, + "6": { + "Dice": 0.9568023063098131, + "FN": 9936, + "FP": 4269, + "IoU": 0.917182152622711, + "TN": 1580799, + "TP": 157316, + "n_pred": 161585, + "n_ref": 167252 + }, + "7": { + "Dice": 0.9764794846110031, + "FN": 2176, + "FP": 2614, + "IoU": 0.9540399727502135, + "TN": 1648099, + "TP": 99431, + "n_pred": 102045, + "n_ref": 101607 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 1752319, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "9": { + "Dice": 0.8455060626206984, + "FN": 2225, + "FP": 7535, + "IoU": 0.7323607645268325, + "TN": 1715853, + "TP": 26707, + "n_pred": 34242, + "n_ref": 28932 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0078.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0078.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9263230716015219, + "FN": 213, + "FP": 0, + "IoU": 0.8627577319587629, + "TN": 2802160, + "TP": 1339, + "n_pred": 1339, + "n_ref": 1552 + }, + "10": { + "Dice": 0.8059923501912453, + "FN": 1035, + "FP": 791, + "IoU": 0.6750311443317316, + "TN": 2798093, + "TP": 3793, + "n_pred": 4584, + "n_ref": 4828 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.752, + "FN": 191, + "FP": 1018, + "IoU": 0.6025641025641025, + "TN": 2800670, + "TP": 1833, + "n_pred": 2851, + "n_ref": 2024 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1384, + "IoU": 0.0, + "TN": 2802328, + "TP": 0, + "n_pred": 1384, + "n_ref": 0 + }, + "14": { + "Dice": 0.8808924860549054, + "FN": 228, + "FP": 3039, + "IoU": 0.7871383893666928, + "TN": 2788364, + "TP": 12081, + "n_pred": 15120, + "n_ref": 12309 + }, + "15": { + "Dice": 0.6558761435608726, + "FN": 1648, + "FP": 1775, + "IoU": 0.48795811518324606, + "TN": 2797027, + "TP": 3262, + "n_pred": 5037, + "n_ref": 4910 + }, + "2": { + "Dice": 0.01818181818181818, + "FN": 540, + "FP": 0, + "IoU": 0.009174311926605505, + "TN": 2803167, + "TP": 5, + "n_pred": 5, + "n_ref": 545 + }, + "3": { + "Dice": 0.9816836542091355, + "FN": 435, + "FP": 778, + "IoU": 0.9640262166730923, + "TN": 2769993, + "TP": 32506, + "n_pred": 33284, + "n_ref": 32941 + }, + "4": { + "Dice": 0.7926074390689537, + "FN": 16824, + "FP": 1905, + "IoU": 0.6564620859165781, + "TN": 2749194, + "TP": 35789, + "n_pred": 37694, + "n_ref": 52613 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9000925126816881, + "FN": 11107, + "FP": 4984, + "IoU": 0.8183347445667514, + "TN": 2715137, + "TP": 72484, + "n_pred": 77468, + "n_ref": 83591 + }, + "7": { + "Dice": 0.5939960371039296, + "FN": 14440, + "FP": 31868, + "IoU": 0.42247109736477806, + "TN": 2723529, + "TP": 33875, + "n_pred": 65743, + "n_ref": 48315 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0102.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0102.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9640333090536842, + "FN": 1882, + "FP": 5426, + "IoU": 0.9305640012161751, + "TN": 3574624, + "TP": 97940, + "n_pred": 103366, + "n_ref": 99822 + }, + "10": { + "Dice": 0.8532657513152829, + "FN": 556, + "FP": 4018, + "IoU": 0.7440832540703854, + "TN": 3661999, + "TP": 13299, + "n_pred": 17317, + "n_ref": 13855 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 3679871, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 1149, + "IoU": 0.0, + "TN": 3678723, + "TP": 0, + "n_pred": 1149, + "n_ref": 0 + }, + "13": { + "Dice": 0.5094202703792298, + "FN": 12396, + "FP": 5857, + "IoU": 0.3417598269022719, + "TN": 3652142, + "TP": 9477, + "n_pred": 15334, + "n_ref": 21873 + }, + "14": { + "Dice": 0.04418167159365762, + "FN": 15570, + "FP": 2213, + "IoU": 0.022589864790590306, + "TN": 3661678, + "TP": 411, + "n_pred": 2624, + "n_ref": 15981 + }, + "15": { + "Dice": 0.7880114958259203, + "FN": 1533, + "FP": 16, + "IoU": 0.6501806684733514, + "TN": 3675444, + "TP": 2879, + "n_pred": 2895, + "n_ref": 4412 + }, + "2": { + "Dice": 0.7231663437586493, + "FN": 4777, + "FP": 224, + "IoU": 0.5663747507153386, + "TN": 3668339, + "TP": 6532, + "n_pred": 6756, + "n_ref": 11309 + }, + "3": { + "Dice": 0.38217583299879565, + "FN": 77, + "FP": 4540, + "IoU": 0.23622828784119107, + "TN": 3673827, + "TP": 1428, + "n_pred": 5968, + "n_ref": 1505 + }, + "4": { + "Dice": 0.790694400450498, + "FN": 5915, + "FP": 32, + "IoU": 0.6538416763678696, + "TN": 3662692, + "TP": 11233, + "n_pred": 11265, + "n_ref": 17148 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3679872, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.942792623259315, + "FN": 903, + "FP": 37401, + "IoU": 0.8917764328942684, + "TN": 3325938, + "TP": 315630, + "n_pred": 353031, + "n_ref": 316533 + }, + "7": { + "Dice": 0.8315563549785807, + "FN": 37961, + "FP": 20194, + "IoU": 0.7116786149864652, + "TN": 3478170, + "TP": 143547, + "n_pred": 163741, + "n_ref": 181508 + }, + "8": { + "Dice": 0.9593800106894709, + "FN": 231, + "FP": 985, + "IoU": 0.9219311761684643, + "TN": 3664296, + "TP": 14360, + "n_pred": 15345, + "n_ref": 14591 + }, + "9": { + "Dice": 0.8699988978287225, + "FN": 638, + "FP": 4080, + "IoU": 0.7699097781029017, + "TN": 3659367, + "TP": 15787, + "n_pred": 19867, + "n_ref": 16425 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0111.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0111.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 1927544, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 1927545, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 84, + "IoU": 0.0, + "TN": 1927468, + "TP": 0, + "n_pred": 84, + "n_ref": 0 + }, + "13": { + "Dice": 0.45686977299880527, + "FN": 1774, + "FP": 499, + "IoU": 0.2960668937751626, + "TN": 1924323, + "TP": 956, + "n_pred": 1455, + "n_ref": 2730 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9843329640765944, + "FN": 125, + "FP": 172, + "IoU": 0.9691492676846369, + "TN": 1917925, + "TP": 9330, + "n_pred": 9502, + "n_ref": 9455 + }, + "3": { + "Dice": 0.9578384798099763, + "FN": 185, + "FP": 241, + "IoU": 0.9190883190883191, + "TN": 1922287, + "TP": 4839, + "n_pred": 5080, + "n_ref": 5024 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9194919300926369, + "FN": 715, + "FP": 128, + "IoU": 0.850981085380944, + "TN": 1921895, + "TP": 4814, + "n_pred": 4942, + "n_ref": 5529 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9334104269056568, + "FN": 74, + "FP": 617, + "IoU": 0.8751355258402602, + "TN": 1922018, + "TP": 4843, + "n_pred": 5460, + "n_ref": 4917 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0116.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0116.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9131646655231561, + "FN": 700, + "FP": 110, + "IoU": 0.840205168672322, + "TN": 1572019, + "TP": 4259, + "n_pred": 4369, + "n_ref": 4959 + }, + "10": { + "Dice": 0.8488352760792862, + "FN": 4650, + "FP": 3533, + "IoU": 0.7373708196931767, + "TN": 1545930, + "TP": 22975, + "n_pred": 26508, + "n_ref": 27625 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5724615848147032, + "FN": 1102, + "FP": 317, + "IoU": 0.40101308569016464, + "TN": 1574719, + "TP": 950, + "n_pred": 1267, + "n_ref": 2052 + }, + "13": { + "Dice": 0.49711462998014866, + "FN": 8648, + "FP": 2245, + "IoU": 0.3307734840572587, + "TN": 1560811, + "TP": 5384, + "n_pred": 7629, + "n_ref": 14032 + }, + "14": { + "Dice": 0.8871459084701845, + "FN": 554, + "FP": 9115, + "IoU": 0.7971807941602165, + "TN": 1529415, + "TP": 38004, + "n_pred": 47119, + "n_ref": 38558 + }, + "15": { + "Dice": 0.42992689376263804, + "FN": 241, + "FP": 7089, + "IoU": 0.2738260352684763, + "TN": 1566994, + "TP": 2764, + "n_pred": 9853, + "n_ref": 3005 + }, + "2": { + "Dice": 0.6557118298778287, + "FN": 35265, + "FP": 21012, + "IoU": 0.4877762405796046, + "TN": 1467220, + "TP": 53591, + "n_pred": 74603, + "n_ref": 88856 + }, + "3": { + "Dice": 0.5683094519787272, + "FN": 74810, + "FP": 599, + "IoU": 0.3969499224285463, + "TN": 1452042, + "TP": 49637, + "n_pred": 50236, + "n_ref": 124447 + }, + "4": { + "Dice": 0.5946989191971178, + "FN": 802, + "FP": 5498, + "IoU": 0.42318256729536713, + "TN": 1566166, + "TP": 4622, + "n_pred": 10120, + "n_ref": 5424 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8748787584869059, + "FN": 106, + "FP": 23, + "IoU": 0.7775862068965518, + "TN": 1576508, + "TP": 451, + "n_pred": 474, + "n_ref": 557 + }, + "7": { + "Dice": 0.7663244353182751, + "FN": 473, + "FP": 1803, + "IoU": 0.6211717709720372, + "TN": 1571080, + "TP": 3732, + "n_pred": 5535, + "n_ref": 4205 + }, + "8": { + "Dice": 0.9604175728577642, + "FN": 804, + "FP": 652, + "IoU": 0.9238493723849373, + "TN": 1557968, + "TP": 17664, + "n_pred": 18316, + "n_ref": 18468 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0127.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0127.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9306498219205699, + "FN": 3387, + "FP": 741, + "IoU": 0.870294727581223, + "TN": 1194798, + "TP": 27698, + "n_pred": 28439, + "n_ref": 31085 + }, + "10": { + "Dice": 0.03192795742939009, + "FN": 2365, + "FP": 0, + "IoU": 0.01622296173044925, + "TN": 1224220, + "TP": 39, + "n_pred": 39, + "n_ref": 2404 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 6, + "FP": 0, + "IoU": 0.0, + "TN": 1226618, + "TP": 0, + "n_pred": 0, + "n_ref": 6 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.5470085470085471, + "FN": 1233, + "FP": 39, + "IoU": 0.3764705882352941, + "TN": 1224584, + "TP": 768, + "n_pred": 807, + "n_ref": 2001 + }, + "15": { + "Dice": 0.15746167051441426, + "FN": 569, + "FP": 13664, + "IoU": 0.08545910171560753, + "TN": 1211061, + "TP": 1330, + "n_pred": 14994, + "n_ref": 1899 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 4215, + "IoU": 0.0, + "TN": 1222409, + "TP": 0, + "n_pred": 4215, + "n_ref": 0 + }, + "3": { + "Dice": 0.9235686212406962, + "FN": 7030, + "FP": 3588, + "IoU": 0.8579911729303197, + "TN": 1151854, + "TP": 64152, + "n_pred": 67740, + "n_ref": 71182 + }, + "4": { + "Dice": 0.8435908141962422, + "FN": 267, + "FP": 5352, + "IoU": 0.7294916233391103, + "TN": 1205852, + "TP": 15153, + "n_pred": 20505, + "n_ref": 15420 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9592354484388964, + "FN": 4061, + "FP": 1595, + "IoU": 0.9216642198277056, + "TN": 1154422, + "TP": 66546, + "n_pred": 68141, + "n_ref": 70607 + }, + "7": { + "Dice": 0.0, + "FN": 858, + "FP": 0, + "IoU": 0.0, + "TN": 1225766, + "TP": 0, + "n_pred": 0, + "n_ref": 858 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0138.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0138.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9672504410355331, + "FN": 617, + "FP": 4748, + "IoU": 0.936577926990732, + "TN": 2018192, + "TP": 79227, + "n_pred": 83975, + "n_ref": 79844 + }, + "10": { + "Dice": 0.35572693205887146, + "FN": 11737, + "FP": 126, + "IoU": 0.2163429779363192, + "TN": 2087646, + "TP": 3275, + "n_pred": 3401, + "n_ref": 15012 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.4239945466939332, + "FN": 1615, + "FP": 75, + "IoU": 0.2690311418685121, + "TN": 2100472, + "TP": 622, + "n_pred": 697, + "n_ref": 2237 + }, + "13": { + "Dice": 0.3227814333985417, + "FN": 7443, + "FP": 173, + "IoU": 0.19245042943484253, + "TN": 2093353, + "TP": 1815, + "n_pred": 1988, + "n_ref": 9258 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9160313851366413, + "FN": 4594, + "FP": 2940, + "IoU": 0.8450718706944416, + "TN": 2054155, + "TP": 41095, + "n_pred": 44035, + "n_ref": 45689 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 20347, + "IoU": 0.0, + "TN": 2082437, + "TP": 0, + "n_pred": 20347, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7712946639721374, + "FN": 9550, + "FP": 1088, + "IoU": 0.6277295632698768, + "TN": 2074208, + "TP": 17938, + "n_pred": 19026, + "n_ref": 27488 + }, + "7": { + "Dice": 0.8917593088668632, + "FN": 314, + "FP": 12616, + "IoU": 0.8046621243938181, + "TN": 2036591, + "TP": 53263, + "n_pred": 65879, + "n_ref": 53577 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 30, + "IoU": 0.0, + "TN": 2102754, + "TP": 0, + "n_pred": 30, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0142.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0142.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8871445497630331, + "FN": 360, + "FP": 402, + "IoU": 0.797178599946766, + "TN": 1398099, + "TP": 2995, + "n_pred": 3397, + "n_ref": 3355 + }, + "10": { + "Dice": 0.5269983403450539, + "FN": 10772, + "FP": 1483, + "IoU": 0.3577717220417147, + "TN": 1382774, + "TP": 6827, + "n_pred": 8310, + "n_ref": 17599 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5121396054628224, + "FN": 6003, + "FP": 2999, + "IoU": 0.34421213666496686, + "TN": 1388129, + "TP": 4725, + "n_pred": 7724, + "n_ref": 10728 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7953488372093023, + "FN": 166, + "FP": 10, + "IoU": 0.6602316602316602, + "TN": 1401338, + "TP": 342, + "n_pred": 352, + "n_ref": 508 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1021, + "IoU": 0.0, + "TN": 1400835, + "TP": 0, + "n_pred": 1021, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8303750536087323, + "FN": 1045, + "FP": 11216, + "IoU": 0.7099498485995458, + "TN": 1359584, + "TP": 30011, + "n_pred": 41227, + "n_ref": 31056 + }, + "7": { + "Dice": 0.889092815941269, + "FN": 10114, + "FP": 7652, + "IoU": 0.8003304224687279, + "TN": 1312879, + "TP": 71211, + "n_pred": 78863, + "n_ref": 81325 + }, + "8": { + "Dice": 0.03558718861209965, + "FN": 271, + "FP": 0, + "IoU": 0.018115942028985508, + "TN": 1401580, + "TP": 5, + "n_pred": 5, + "n_ref": 276 + }, + "9": { + "Dice": 0.7045445633846998, + "FN": 1463, + "FP": 6072, + "IoU": 0.5438585870815424, + "TN": 1385337, + "TP": 8984, + "n_pred": 15056, + "n_ref": 10447 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0156.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0156.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.982435787785252, + "FN": 3899, + "FP": 2036, + "IoU": 0.9654779285593797, + "TN": 2281329, + "TP": 165984, + "n_pred": 168020, + "n_ref": 169883 + }, + "10": { + "Dice": 0.7204720334011939, + "FN": 5679, + "FP": 2422, + "IoU": 0.5630764252197832, + "TN": 2434707, + "TP": 10440, + "n_pred": 12862, + "n_ref": 16119 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.22304832713754646, + "FN": 326, + "FP": 92, + "IoU": 0.12552301255230125, + "TN": 2452770, + "TP": 60, + "n_pred": 152, + "n_ref": 386 + }, + "13": { + "Dice": 0.28203599952318514, + "FN": 841, + "FP": 5182, + "IoU": 0.16416874826533445, + "TN": 2446042, + "TP": 1183, + "n_pred": 6365, + "n_ref": 2024 + }, + "14": { + "Dice": 0.16722408026755853, + "FN": 2168, + "FP": 322, + "IoU": 0.09124087591240876, + "TN": 2450508, + "TP": 250, + "n_pred": 572, + "n_ref": 2418 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 161, + "IoU": 0.0, + "TN": 2453087, + "TP": 0, + "n_pred": 161, + "n_ref": 0 + }, + "2": { + "Dice": 0.920829201492185, + "FN": 7488, + "FP": 895, + "IoU": 0.8532747575874261, + "TN": 2396114, + "TP": 48751, + "n_pred": 49646, + "n_ref": 56239 + }, + "3": { + "Dice": 0.9183305842521052, + "FN": 3779, + "FP": 3747, + "IoU": 0.8489937599069002, + "TN": 2403409, + "TP": 42313, + "n_pred": 46060, + "n_ref": 46092 + }, + "4": { + "Dice": 0.8573494278888469, + "FN": 4003, + "FP": 535, + "IoU": 0.7503163686382394, + "TN": 2435073, + "TP": 13637, + "n_pred": 14172, + "n_ref": 17640 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9176542591665275, + "FN": 2210, + "FP": 750, + "IoU": 0.8478383796843675, + "TN": 2433795, + "TP": 16493, + "n_pred": 17243, + "n_ref": 18703 + }, + "7": { + "Dice": 0.854634240797778, + "FN": 2657, + "FP": 21366, + "IoU": 0.7461670945995922, + "TN": 2358607, + "TP": 70618, + "n_pred": 91984, + "n_ref": 73275 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 98, + "IoU": 0.0, + "TN": 2453150, + "TP": 0, + "n_pred": 98, + "n_ref": 0 + }, + "9": { + "Dice": 0.9651229273870783, + "FN": 117, + "FP": 859, + "IoU": 0.932596685082873, + "TN": 2438768, + "TP": 13504, + "n_pred": 14363, + "n_ref": 13621 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0158.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0158.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9045635355655088, + "FN": 2253, + "FP": 794, + "IoU": 0.8257562760908104, + "TN": 1910065, + "TP": 14440, + "n_pred": 15234, + "n_ref": 16693 + }, + "10": { + "Dice": 0.7376496427135212, + "FN": 6987, + "FP": 1494, + "IoU": 0.5843462066261518, + "TN": 1907148, + "TP": 11923, + "n_pred": 13417, + "n_ref": 18910 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.36939913276894487, + "FN": 1677, + "FP": 10539, + "IoU": 0.2265417247055844, + "TN": 1911758, + "TP": 3578, + "n_pred": 14117, + "n_ref": 5255 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 2702, + "IoU": 0.0, + "TN": 1924850, + "TP": 0, + "n_pred": 2702, + "n_ref": 0 + }, + "3": { + "Dice": 0.7189202889367634, + "FN": 4007, + "FP": 429, + "IoU": 0.5611831041646058, + "TN": 1917443, + "TP": 5673, + "n_pred": 6102, + "n_ref": 9680 + }, + "4": { + "Dice": 0.448513541739191, + "FN": 312, + "FP": 7609, + "IoU": 0.2890863399748699, + "TN": 1916410, + "TP": 3221, + "n_pred": 10830, + "n_ref": 3533 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8436901025028473, + "FN": 3164, + "FP": 2463, + "IoU": 0.7296401287656753, + "TN": 1906739, + "TP": 15186, + "n_pred": 17649, + "n_ref": 18350 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 2100, + "IoU": 0.0, + "TN": 1925452, + "TP": 0, + "n_pred": 2100, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.07516147974163241, + "FN": 0, + "FP": 1575, + "IoU": 0.039048200122025624, + "TN": 1925913, + "TP": 64, + "n_pred": 1639, + "n_ref": 64 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0160.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0160.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9836425575044343, + "FN": 152, + "FP": 429, + "IoU": 0.9678116343490305, + "TN": 2785662, + "TP": 17469, + "n_pred": 17898, + "n_ref": 17621 + }, + "10": { + "Dice": 0.88236492543395, + "FN": 1275, + "FP": 4499, + "IoU": 0.7894928725072005, + "TN": 2776283, + "TP": 21655, + "n_pred": 26154, + "n_ref": 22930 + }, + "11": { + "Dice": 0.7758176412289396, + "FN": 653, + "FP": 478, + "IoU": 0.6337435233160622, + "TN": 2800624, + "TP": 1957, + "n_pred": 2435, + "n_ref": 2610 + }, + "12": { + "Dice": 0.8055878928987195, + "FN": 79, + "FP": 88, + "IoU": 0.6744639376218323, + "TN": 2803199, + "TP": 346, + "n_pred": 434, + "n_ref": 425 + }, + "13": { + "Dice": 0.88786788836672, + "FN": 3063, + "FP": 1208, + "IoU": 0.7983474976392824, + "TN": 2782532, + "TP": 16909, + "n_pred": 18117, + "n_ref": 19972 + }, + "14": { + "Dice": 0.45226130653266333, + "FN": 63, + "FP": 591, + "IoU": 0.2922077922077922, + "TN": 2802788, + "TP": 270, + "n_pred": 861, + "n_ref": 333 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9597596894688591, + "FN": 3399, + "FP": 727, + "IoU": 0.9226326645415338, + "TN": 2750382, + "TP": 49204, + "n_pred": 49931, + "n_ref": 52603 + }, + "3": { + "Dice": 0.975963263256081, + "FN": 1304, + "FP": 706, + "IoU": 0.953054932735426, + "TN": 2760896, + "TP": 40806, + "n_pred": 41512, + "n_ref": 42110 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 2803710, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "6": { + "Dice": 0.9847383810593069, + "FN": 3002, + "FP": 3183, + "IoU": 0.9699355936322761, + "TN": 2597987, + "TP": 199540, + "n_pred": 202723, + "n_ref": 202542 + }, + "7": { + "Dice": 0.8877099154989838, + "FN": 1523, + "FP": 3726, + "IoU": 0.7980920875485633, + "TN": 2777715, + "TP": 20748, + "n_pred": 24474, + "n_ref": 22271 + }, + "8": { + "Dice": 0.9037813552976414, + "FN": 417, + "FP": 97, + "IoU": 0.8244535519125683, + "TN": 2800784, + "TP": 2414, + "n_pred": 2511, + "n_ref": 2831 + }, + "9": { + "Dice": 0.9380968622100955, + "FN": 1515, + "FP": 1389, + "IoU": 0.8834109523044805, + "TN": 2778804, + "TP": 22004, + "n_pred": 23393, + "n_ref": 23519 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0170.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0170.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9278449880350971, + "FN": 11789, + "FP": 1237, + "IoU": 0.865401903344803, + "TN": 2181239, + "TP": 83751, + "n_pred": 84988, + "n_ref": 95540 + }, + "10": { + "Dice": 0.693366398016119, + "FN": 2087, + "FP": 386, + "IoU": 0.5306509774150693, + "TN": 2272747, + "TP": 2796, + "n_pred": 3182, + "n_ref": 4883 + }, + "11": { + "Dice": 0.6885931140688593, + "FN": 2211, + "FP": 620, + "IoU": 0.5250796846166751, + "TN": 2272055, + "TP": 3130, + "n_pred": 3750, + "n_ref": 5341 + }, + "12": { + "Dice": 0.0, + "FN": 40, + "FP": 0, + "IoU": 0.0, + "TN": 2277976, + "TP": 0, + "n_pred": 0, + "n_ref": 40 + }, + "13": { + "Dice": 0.527798098024872, + "FN": 2076, + "FP": 3088, + "IoU": 0.3585093167701863, + "TN": 2269966, + "TP": 2886, + "n_pred": 5974, + "n_ref": 4962 + }, + "14": { + "Dice": 0.9057120242728052, + "FN": 2664, + "FP": 3054, + "IoU": 0.8276724631566258, + "TN": 2244835, + "TP": 27463, + "n_pred": 30517, + "n_ref": 30127 + }, + "15": { + "Dice": 0.8355109641622012, + "FN": 16089, + "FP": 5552, + "IoU": 0.7174914820568385, + "TN": 2201413, + "TP": 54962, + "n_pred": 60514, + "n_ref": 71051 + }, + "2": { + "Dice": 0.9281451420386727, + "FN": 413, + "FP": 189, + "IoU": 0.865924276169265, + "TN": 2273526, + "TP": 3888, + "n_pred": 4077, + "n_ref": 4301 + }, + "3": { + "Dice": 0.9419009641108476, + "FN": 1533, + "FP": 1920, + "IoU": 0.8901822345196069, + "TN": 2246573, + "TP": 27990, + "n_pred": 29910, + "n_ref": 29523 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1285, + "IoU": 0.0, + "TN": 2276731, + "TP": 0, + "n_pred": 1285, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 66, + "FP": 0, + "IoU": 0.0, + "TN": 2277950, + "TP": 0, + "n_pred": 0, + "n_ref": 66 + }, + "6": { + "Dice": 0.9477252824430128, + "FN": 6598, + "FP": 5460, + "IoU": 0.9006443532571975, + "TN": 2156654, + "TP": 109304, + "n_pred": 114764, + "n_ref": 115902 + }, + "7": { + "Dice": 0.48760571595217267, + "FN": 1709, + "FP": 5319, + "IoU": 0.3224064789818743, + "TN": 2267644, + "TP": 3344, + "n_pred": 8663, + "n_ref": 5053 + }, + "8": { + "Dice": 0.9420038876126524, + "FN": 415, + "FP": 1226, + "IoU": 0.8903661143773384, + "TN": 2263048, + "TP": 13327, + "n_pred": 14553, + "n_ref": 13742 + }, + "9": { + "Dice": 0.8508028799200527, + "FN": 1610, + "FP": 4959, + "IoU": 0.7403454682003241, + "TN": 2252717, + "TP": 18730, + "n_pred": 23689, + "n_ref": 20340 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0172.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0172.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.31139835487661577, + "FN": 4641, + "FP": 47, + "IoU": 0.18441196938065413, + "TN": 3849356, + "TP": 1060, + "n_pred": 1107, + "n_ref": 5701 + }, + "10": { + "Dice": 0.2987042770324504, + "FN": 10729, + "FP": 1503, + "IoU": 0.17557457707083643, + "TN": 3840267, + "TP": 2605, + "n_pred": 4108, + "n_ref": 13334 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 3855102, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 179, + "FP": 93, + "IoU": 0.0, + "TN": 3854832, + "TP": 0, + "n_pred": 93, + "n_ref": 179 + }, + "13": { + "Dice": 0.5695364238410596, + "FN": 2971, + "FP": 12109, + "IoU": 0.39814814814814814, + "TN": 3830048, + "TP": 9976, + "n_pred": 22085, + "n_ref": 12947 + }, + "14": { + "Dice": 0.9395030448504245, + "FN": 755, + "FP": 606, + "IoU": 0.8859082907200939, + "TN": 3843175, + "TP": 10568, + "n_pred": 11174, + "n_ref": 11323 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3855104, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.11381556393555023, + "FN": 803, + "FP": 17292, + "IoU": 0.06034169392948019, + "TN": 3835847, + "TP": 1162, + "n_pred": 18454, + "n_ref": 1965 + }, + "3": { + "Dice": 0.6888997741312216, + "FN": 20919, + "FP": 1945, + "IoU": 0.5254363934494282, + "TN": 3806925, + "TP": 25315, + "n_pred": 27260, + "n_ref": 46234 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 6029, + "IoU": 0.0, + "TN": 3849075, + "TP": 0, + "n_pred": 6029, + "n_ref": 0 + }, + "5": { + "Dice": 0.7065107997212975, + "FN": 3565, + "FP": 226, + "IoU": 0.5462054105817572, + "TN": 3846750, + "TP": 4563, + "n_pred": 4789, + "n_ref": 8128 + }, + "6": { + "Dice": 0.7671334714534213, + "FN": 255826, + "FP": 16065, + "IoU": 0.6222356221786569, + "TN": 3135367, + "TP": 447846, + "n_pred": 463911, + "n_ref": 703672 + }, + "7": { + "Dice": 0.7023818514099291, + "FN": 37579, + "FP": 1831, + "IoU": 0.5412854715180296, + "TN": 3769190, + "TP": 46504, + "n_pred": 48335, + "n_ref": 84083 + }, + "8": { + "Dice": 0.9016172809044212, + "FN": 7623, + "FP": 1149, + "IoU": 0.8208589458206548, + "TN": 3806137, + "TP": 40195, + "n_pred": 41344, + "n_ref": 47818 + }, + "9": { + "Dice": 0.6733568592853992, + "FN": 2871, + "FP": 3053, + "IoU": 0.5075644222776392, + "TN": 3843074, + "TP": 6106, + "n_pred": 9159, + "n_ref": 8977 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0173.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0173.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.47794753531277023, + "FN": 319, + "FP": 1492, + "IoU": 0.3140151515151515, + "TN": 1749680, + "TP": 829, + "n_pred": 2321, + "n_ref": 1148 + }, + "10": { + "Dice": 0.22692519420148022, + "FN": 6333, + "FP": 6306, + "IoU": 0.12798399337656963, + "TN": 1737826, + "TP": 1855, + "n_pred": 8161, + "n_ref": 8188 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.49670912043764426, + "FN": 5890, + "FP": 5886, + "IoU": 0.3304145107181441, + "TN": 1734733, + "TP": 5811, + "n_pred": 11697, + "n_ref": 11701 + }, + "14": { + "Dice": 0.0, + "FN": 1689, + "FP": 0, + "IoU": 0.0, + "TN": 1750631, + "TP": 0, + "n_pred": 0, + "n_ref": 1689 + }, + "15": { + "Dice": 0.014495592556317336, + "FN": 72, + "FP": 4959, + "IoU": 0.007300710339384372, + "TN": 1747252, + "TP": 37, + "n_pred": 4996, + "n_ref": 109 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 1752314, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "3": { + "Dice": 0.9644625633886845, + "FN": 466, + "FP": 1321, + "IoU": 0.9313642648640345, + "TN": 1726284, + "TP": 24249, + "n_pred": 25570, + "n_ref": 24715 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 1752312, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "5": { + "Dice": 0.6235052005117081, + "FN": 5986, + "FP": 783, + "IoU": 0.4529658962340391, + "TN": 1739946, + "TP": 5605, + "n_pred": 6388, + "n_ref": 11591 + }, + "6": { + "Dice": 0.8987972064148991, + "FN": 1107, + "FP": 5153, + "IoU": 0.8161959011098714, + "TN": 1718262, + "TP": 27798, + "n_pred": 32951, + "n_ref": 28905 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 407, + "IoU": 0.0, + "TN": 1751913, + "TP": 0, + "n_pred": 407, + "n_ref": 0 + }, + "8": { + "Dice": 0.964281545465157, + "FN": 1126, + "FP": 710, + "IoU": 0.9310267102445622, + "TN": 1725701, + "TP": 24783, + "n_pred": 25493, + "n_ref": 25909 + }, + "9": { + "Dice": 0.374904987429106, + "FN": 10424, + "FP": 267, + "IoU": 0.23069727279268906, + "TN": 1738423, + "TP": 3206, + "n_pred": 3473, + "n_ref": 13630 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0192.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7759456838021338, + "FN": 398, + "FP": 64, + "IoU": 0.6339144215530903, + "TN": 2276754, + "TP": 800, + "n_pred": 864, + "n_ref": 1198 + }, + "10": { + "Dice": 0.8103207510688122, + "FN": 5115, + "FP": 3714, + "IoU": 0.681125397284022, + "TN": 2250328, + "TP": 18859, + "n_pred": 22573, + "n_ref": 23974 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6558863533323258, + "FN": 1593, + "FP": 684, + "IoU": 0.4879694175848887, + "TN": 2273569, + "TP": 2170, + "n_pred": 2854, + "n_ref": 3763 + }, + "13": { + "Dice": 0.039905175819834056, + "FN": 4640, + "FP": 220, + "IoU": 0.020358798629308606, + "TN": 2273055, + "TP": 101, + "n_pred": 321, + "n_ref": 4741 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9562306139530303, + "FN": 260, + "FP": 629, + "IoU": 0.9161320754716981, + "TN": 2267416, + "TP": 9711, + "n_pred": 10340, + "n_ref": 9971 + }, + "4": { + "Dice": 0.4877323420074349, + "FN": 117, + "FP": 572, + "IoU": 0.3225172074729597, + "TN": 2276999, + "TP": 328, + "n_pred": 900, + "n_ref": 445 + }, + "5": { + "Dice": 0.7166502247067851, + "FN": 1689, + "FP": 896, + "IoU": 0.5584215920737957, + "TN": 2272162, + "TP": 3269, + "n_pred": 4165, + "n_ref": 4958 + }, + "6": { + "Dice": 0.7218792210278996, + "FN": 45537, + "FP": 8204, + "IoU": 0.5647973438069401, + "TN": 2154531, + "TP": 69744, + "n_pred": 77948, + "n_ref": 115281 + }, + "7": { + "Dice": 0.6578018302596739, + "FN": 8920, + "FP": 50012, + "IoU": 0.49009292747503763, + "TN": 2162442, + "TP": 56642, + "n_pred": 106654, + "n_ref": 65562 + }, + "8": { + "Dice": 0.9632608350989464, + "FN": 1908, + "FP": 641, + "IoU": 0.9291255387181983, + "TN": 2242051, + "TP": 33416, + "n_pred": 34057, + "n_ref": 35324 + }, + "9": { + "Dice": 0.8385864374403056, + "FN": 64, + "FP": 105, + "IoU": 0.7220394736842105, + "TN": 2277408, + "TP": 439, + "n_pred": 544, + "n_ref": 503 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0193.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0193.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 375, + "IoU": 0.0, + "TN": 1226249, + "TP": 0, + "n_pred": 375, + "n_ref": 0 + }, + "10": { + "Dice": 0.40887718638329884, + "FN": 1847, + "FP": 1296, + "IoU": 0.2569739952718676, + "TN": 1222394, + "TP": 1087, + "n_pred": 2383, + "n_ref": 2934 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.17786664348430845, + "FN": 3925, + "FP": 5532, + "IoU": 0.09761450381679389, + "TN": 1216144, + "TP": 1023, + "n_pred": 6555, + "n_ref": 4948 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9684819371599431, + "FN": 574, + "FP": 712, + "IoU": 0.9388899448773997, + "TN": 1205580, + "TP": 19758, + "n_pred": 20470, + "n_ref": 20332 + }, + "4": { + "Dice": 0.7428485345563497, + "FN": 3334, + "FP": 12029, + "IoU": 0.5908981972146033, + "TN": 1189071, + "TP": 22190, + "n_pred": 34219, + "n_ref": 25524 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8963058261349016, + "FN": 16180, + "FP": 3567, + "IoU": 0.8120961833077999, + "TN": 1121533, + "TP": 85344, + "n_pred": 88911, + "n_ref": 101524 + }, + "7": { + "Dice": 0.21700879765395895, + "FN": 7, + "FP": 794, + "IoU": 0.12171052631578948, + "TN": 1225712, + "TP": 111, + "n_pred": 905, + "n_ref": 118 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0224.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0224.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 610, + "IoU": 0.0, + "TN": 2627870, + "TP": 0, + "n_pred": 610, + "n_ref": 0 + }, + "10": { + "Dice": 0.9176980987622815, + "FN": 1430, + "FP": 1795, + "IoU": 0.8479132280122612, + "TN": 2607275, + "TP": 17980, + "n_pred": 19775, + "n_ref": 19410 + }, + "11": { + "Dice": 0.7417218543046358, + "FN": 37, + "FP": 2, + "IoU": 0.5894736842105263, + "TN": 2628385, + "TP": 56, + "n_pred": 58, + "n_ref": 93 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 66, + "IoU": 0.0, + "TN": 2628414, + "TP": 0, + "n_pred": 66, + "n_ref": 0 + }, + "13": { + "Dice": 0.7815382115142404, + "FN": 10952, + "FP": 5179, + "IoU": 0.6414138046015339, + "TN": 2583495, + "TP": 28854, + "n_pred": 34033, + "n_ref": 39806 + }, + "14": { + "Dice": 0.18895833333333334, + "FN": 32565, + "FP": 6365, + "IoU": 0.10433682273093293, + "TN": 2585015, + "TP": 4535, + "n_pred": 10900, + "n_ref": 37100 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 7627, + "FP": 0, + "IoU": 0.0, + "TN": 2620853, + "TP": 0, + "n_pred": 0, + "n_ref": 7627 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 6746, + "IoU": 0.0, + "TN": 2621734, + "TP": 0, + "n_pred": 6746, + "n_ref": 0 + }, + "4": { + "Dice": 0.04279223461379595, + "FN": 11498, + "FP": 89, + "IoU": 0.021863920310653383, + "TN": 2616634, + "TP": 259, + "n_pred": 348, + "n_ref": 11757 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9488550984870266, + "FN": 4126, + "FP": 14730, + "IoU": 0.9026872480866195, + "TN": 2434713, + "TP": 174911, + "n_pred": 189641, + "n_ref": 179037 + }, + "7": { + "Dice": 0.862809525221672, + "FN": 6752, + "FP": 16379, + "IoU": 0.7587203237785288, + "TN": 2532612, + "TP": 72737, + "n_pred": 89116, + "n_ref": 79489 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 101, + "IoU": 0.0, + "TN": 2628379, + "TP": 0, + "n_pred": 101, + "n_ref": 0 + }, + "9": { + "Dice": 0.9318274509803921, + "FN": 698, + "FP": 1475, + "IoU": 0.8723566729323309, + "TN": 2611456, + "TP": 14851, + "n_pred": 16326, + "n_ref": 15549 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0242.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0242.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9675151515151516, + "FN": 1400, + "FP": 744, + "IoU": 0.9370744306175158, + "TN": 3295336, + "TP": 31928, + "n_pred": 32672, + "n_ref": 33328 + }, + "10": { + "Dice": 0.5676289328576062, + "FN": 383, + "FP": 3616, + "IoU": 0.396286231884058, + "TN": 3322784, + "TP": 2625, + "n_pred": 6241, + "n_ref": 3008 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 46, + "FP": 62, + "IoU": 0.0, + "TN": 3329300, + "TP": 0, + "n_pred": 62, + "n_ref": 46 + }, + "13": { + "Dice": 0.1576923076923077, + "FN": 290, + "FP": 148, + "IoU": 0.08559498956158663, + "TN": 3328929, + "TP": 41, + "n_pred": 189, + "n_ref": 331 + }, + "14": { + "Dice": 0.9436682787032061, + "FN": 3642, + "FP": 1390, + "IoU": 0.8933446375582874, + "TN": 3282228, + "TP": 42148, + "n_pred": 43538, + "n_ref": 45790 + }, + "15": { + "Dice": 0.9184218470612823, + "FN": 527, + "FP": 2986, + "IoU": 0.8491497767090347, + "TN": 3306120, + "TP": 19775, + "n_pred": 22761, + "n_ref": 20302 + }, + "2": { + "Dice": 0.8869835997508823, + "FN": 5072, + "FP": 372, + "IoU": 0.7969187152609393, + "TN": 3302601, + "TP": 21363, + "n_pred": 21735, + "n_ref": 26435 + }, + "3": { + "Dice": 0.9483082766663905, + "FN": 3483, + "FP": 4628, + "IoU": 0.9016979554241252, + "TN": 3246897, + "TP": 74400, + "n_pred": 79028, + "n_ref": 77883 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7471578644409268, + "FN": 354, + "FP": 3160, + "IoU": 0.5963703193200092, + "TN": 3320702, + "TP": 5192, + "n_pred": 8352, + "n_ref": 5546 + }, + "6": { + "Dice": 0.9749817380271943, + "FN": 3943, + "FP": 5818, + "IoU": 0.9511847487972475, + "TN": 3129450, + "TP": 190197, + "n_pred": 196015, + "n_ref": 194140 + }, + "7": { + "Dice": 0.9734356471139792, + "FN": 2609, + "FP": 5097, + "IoU": 0.9482461030108061, + "TN": 3180511, + "TP": 141191, + "n_pred": 146288, + "n_ref": 143800 + }, + "8": { + "Dice": 0.9343441128490548, + "FN": 4280, + "FP": 2562, + "IoU": 0.876778446133343, + "TN": 3273882, + "TP": 48684, + "n_pred": 51246, + "n_ref": 52964 + }, + "9": { + "Dice": 0.872035582473739, + "FN": 4108, + "FP": 2653, + "IoU": 0.7731055775555407, + "TN": 3299610, + "TP": 23037, + "n_pred": 25690, + "n_ref": 27145 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0297.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0297.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9428315732951494, + "FN": 279, + "FP": 1318, + "IoU": 0.8918461330082622, + "TN": 2088018, + "TP": 13169, + "n_pred": 14487, + "n_ref": 13448 + }, + "10": { + "Dice": 0.8901650165016501, + "FN": 2803, + "FP": 5517, + "IoU": 0.8020697038182467, + "TN": 2060749, + "TP": 33715, + "n_pred": 39232, + "n_ref": 36518 + }, + "11": { + "Dice": 0.6521739130434783, + "FN": 38, + "FP": 474, + "IoU": 0.4838709677419355, + "TN": 2101792, + "TP": 480, + "n_pred": 954, + "n_ref": 518 + }, + "12": { + "Dice": 0.6171773845489857, + "FN": 2097, + "FP": 564, + "IoU": 0.4463171036204744, + "TN": 2097978, + "TP": 2145, + "n_pred": 2709, + "n_ref": 4242 + }, + "13": { + "Dice": 0.809230927375833, + "FN": 1963, + "FP": 9172, + "IoU": 0.6795867863720073, + "TN": 2068032, + "TP": 23617, + "n_pred": 32789, + "n_ref": 25580 + }, + "14": { + "Dice": 0.8846259249109345, + "FN": 117, + "FP": 304, + "IoU": 0.7931203931203932, + "TN": 2100749, + "TP": 1614, + "n_pred": 1918, + "n_ref": 1731 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.12896405919661733, + "FN": 33, + "FP": 791, + "IoU": 0.06892655367231638, + "TN": 2101899, + "TP": 61, + "n_pred": 852, + "n_ref": 94 + }, + "3": { + "Dice": 0.9595444799831289, + "FN": 687, + "FP": 464, + "IoU": 0.9222349841226944, + "TN": 2087983, + "TP": 13650, + "n_pred": 14114, + "n_ref": 14337 + }, + "4": { + "Dice": 0.7769657258064516, + "FN": 4903, + "FP": 407, + "IoU": 0.63527714815578, + "TN": 2088225, + "TP": 9249, + "n_pred": 9656, + "n_ref": 14152 + }, + "5": { + "Dice": 0.8062261753494282, + "FN": 399, + "FP": 211, + "IoU": 0.6753592336349122, + "TN": 2100905, + "TP": 1269, + "n_pred": 1480, + "n_ref": 1668 + }, + "6": { + "Dice": 0.9456698057946199, + "FN": 2698, + "FP": 6948, + "IoU": 0.8969389390458892, + "TN": 2009189, + "TP": 83949, + "n_pred": 90897, + "n_ref": 86647 + }, + "7": { + "Dice": 0.9712559188275085, + "FN": 1699, + "FP": 4675, + "IoU": 0.9441181112026793, + "TN": 1988722, + "TP": 107688, + "n_pred": 112363, + "n_ref": 109387 + }, + "8": { + "Dice": 0.957459556620731, + "FN": 472, + "FP": 806, + "IoU": 0.9183908045977012, + "TN": 2087124, + "TP": 14382, + "n_pred": 15188, + "n_ref": 14854 + }, + "9": { + "Dice": 0.9279908310838323, + "FN": 2857, + "FP": 1918, + "IoU": 0.8656556846636468, + "TN": 2067241, + "TP": 30768, + "n_pred": 32686, + "n_ref": 33625 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0332.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0332.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9178450498729089, + "FN": 3335, + "FP": 5618, + "IoU": 0.8481641651827355, + "TN": 817195, + "TP": 50012, + "n_pred": 55630, + "n_ref": 53347 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6129032258064516, + "FN": 49, + "FP": 23, + "IoU": 0.4418604651162791, + "TN": 876031, + "TP": 57, + "n_pred": 80, + "n_ref": 106 + }, + "13": { + "Dice": 0.6764394646747588, + "FN": 1973, + "FP": 8423, + "IoU": 0.5110755772938907, + "TN": 854897, + "TP": 10867, + "n_pred": 19290, + "n_ref": 12840 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8936170212765957, + "FN": 51, + "FP": 39, + "IoU": 0.8076923076923077, + "TN": 875692, + "TP": 378, + "n_pred": 417, + "n_ref": 429 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6709736963544071, + "FN": 658, + "FP": 55, + "IoU": 0.5048611111111111, + "TN": 874720, + "TP": 727, + "n_pred": 782, + "n_ref": 1385 + }, + "6": { + "Dice": 0.9790878787425821, + "FN": 1331, + "FP": 1467, + "IoU": 0.9590324753287065, + "TN": 807862, + "TP": 65500, + "n_pred": 66967, + "n_ref": 66831 + }, + "7": { + "Dice": 0.8624746251864895, + "FN": 2765, + "FP": 2858, + "IoU": 0.7582025370887981, + "TN": 852905, + "TP": 17632, + "n_pred": 20490, + "n_ref": 20397 + }, + "8": { + "Dice": 0.9058879978065666, + "FN": 176, + "FP": 1197, + "IoU": 0.8279664202480892, + "TN": 868179, + "TP": 6608, + "n_pred": 7805, + "n_ref": 6784 + }, + "9": { + "Dice": 0.9237520128824477, + "FN": 717, + "FP": 1177, + "IoU": 0.8583077728734945, + "TN": 862793, + "TP": 11473, + "n_pred": 12650, + "n_ref": 12190 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0371.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0371.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9754735965206478, + "FN": 2185, + "FP": 82, + "IoU": 0.9521214809182876, + "TN": 2931595, + "TP": 45082, + "n_pred": 45164, + "n_ref": 47267 + }, + "10": { + "Dice": 0.8382130823748112, + "FN": 3587, + "FP": 7553, + "IoU": 0.7214860743037151, + "TN": 2938946, + "TP": 28858, + "n_pred": 36411, + "n_ref": 32445 + }, + "11": { + "Dice": 0.0, + "FN": 27, + "FP": 0, + "IoU": 0.0, + "TN": 2978917, + "TP": 0, + "n_pred": 0, + "n_ref": 27 + }, + "12": { + "Dice": 0.6702549575070822, + "FN": 913, + "FP": 1415, + "IoU": 0.504047720494248, + "TN": 2974250, + "TP": 2366, + "n_pred": 3781, + "n_ref": 3279 + }, + "13": { + "Dice": 0.8642761692650334, + "FN": 2986, + "FP": 3108, + "IoU": 0.7609914891948072, + "TN": 2953447, + "TP": 19403, + "n_pred": 22511, + "n_ref": 22389 + }, + "14": { + "Dice": 0.9461800438811933, + "FN": 2912, + "FP": 3662, + "IoU": 0.8978573981137645, + "TN": 2914583, + "TP": 57787, + "n_pred": 61449, + "n_ref": 60699 + }, + "15": { + "Dice": 0.9049694483613212, + "FN": 1878, + "FP": 2570, + "IoU": 0.8264330588832092, + "TN": 2953317, + "TP": 21179, + "n_pred": 23749, + "n_ref": 23057 + }, + "2": { + "Dice": 0.9223187045294532, + "FN": 239, + "FP": 92, + "IoU": 0.855836236933798, + "TN": 2976648, + "TP": 1965, + "n_pred": 2057, + "n_ref": 2204 + }, + "3": { + "Dice": 0.9410812560699255, + "FN": 306, + "FP": 58, + "IoU": 0.8887190461632528, + "TN": 2975673, + "TP": 2907, + "n_pred": 2965, + "n_ref": 3213 + }, + "4": { + "Dice": 0.6595445600224908, + "FN": 1096, + "FP": 115, + "IoU": 0.49203020134228187, + "TN": 2976560, + "TP": 1173, + "n_pred": 1288, + "n_ref": 2269 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9630205297584353, + "FN": 2432, + "FP": 994, + "IoU": 0.9286784911316512, + "TN": 2930908, + "TP": 44610, + "n_pred": 45604, + "n_ref": 47042 + }, + "7": { + "Dice": 0.6088476740650653, + "FN": 920, + "FP": 4226, + "IoU": 0.43765708665719594, + "TN": 2969793, + "TP": 4005, + "n_pred": 8231, + "n_ref": 4925 + }, + "8": { + "Dice": 0.9654722679846238, + "FN": 619, + "FP": 1393, + "IoU": 0.9332492867095746, + "TN": 2948802, + "TP": 28130, + "n_pred": 29523, + "n_ref": 28749 + }, + "9": { + "Dice": 0.9661698895594696, + "FN": 343, + "FP": 1305, + "IoU": 0.9345538302688535, + "TN": 2953763, + "TP": 23533, + "n_pred": 24838, + "n_ref": 23876 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0378.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0378.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8172672398024511, + "FN": 278, + "FP": 721, + "IoU": 0.6909990720692855, + "TN": 1924319, + "TP": 2234, + "n_pred": 2955, + "n_ref": 2512 + }, + "10": { + "Dice": 0.0, + "FN": 3150, + "FP": 9814, + "IoU": 0.0, + "TN": 1914588, + "TP": 0, + "n_pred": 9814, + "n_ref": 3150 + }, + "11": { + "Dice": 0.7312562814070351, + "FN": 271, + "FP": 1066, + "IoU": 0.576362484157161, + "TN": 1924396, + "TP": 1819, + "n_pred": 2885, + "n_ref": 2090 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 101, + "IoU": 0.0, + "TN": 1927451, + "TP": 0, + "n_pred": 101, + "n_ref": 0 + }, + "13": { + "Dice": 0.29891972039822073, + "FN": 10947, + "FP": 5602, + "IoU": 0.17572346466105493, + "TN": 1907475, + "TP": 3528, + "n_pred": 9130, + "n_ref": 14475 + }, + "14": { + "Dice": 0.81504400440044, + "FN": 1869, + "FP": 821, + "IoU": 0.6878263896947894, + "TN": 1918935, + "TP": 5927, + "n_pred": 6748, + "n_ref": 7796 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 45, + "IoU": 0.0, + "TN": 1927507, + "TP": 0, + "n_pred": 45, + "n_ref": 0 + }, + "2": { + "Dice": 0.7917849487283471, + "FN": 20693, + "FP": 871, + "IoU": 0.6553344521697435, + "TN": 1864987, + "TP": 41001, + "n_pred": 41872, + "n_ref": 61694 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 9961, + "IoU": 0.0, + "TN": 1917591, + "TP": 0, + "n_pred": 9961, + "n_ref": 0 + }, + "4": { + "Dice": 0.14815204912421137, + "FN": 80684, + "FP": 193, + "IoU": 0.08000227505403254, + "TN": 1839642, + "TP": 7033, + "n_pred": 7226, + "n_ref": 87717 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9185480402295169, + "FN": 18321, + "FP": 17281, + "IoU": 0.8493655514984324, + "TN": 1691205, + "TP": 200745, + "n_pred": 218026, + "n_ref": 219066 + }, + "7": { + "Dice": 0.6391739470725418, + "FN": 2089, + "FP": 88732, + "IoU": 0.469695554180145, + "TN": 1756290, + "TP": 80441, + "n_pred": 169173, + "n_ref": 82530 + }, + "8": { + "Dice": 0.8298232308500088, + "FN": 1095, + "FP": 1822, + "IoU": 0.7091434838966996, + "TN": 1917523, + "TP": 7112, + "n_pred": 8934, + "n_ref": 8207 + }, + "9": { + "Dice": 0.7734688207041639, + "FN": 3885, + "FP": 1822, + "IoU": 0.6306148867313915, + "TN": 1912102, + "TP": 9743, + "n_pred": 11565, + "n_ref": 13628 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0388.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0388.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 982, + "IoU": 0.0, + "TN": 1576106, + "TP": 0, + "n_pred": 982, + "n_ref": 0 + }, + "10": { + "Dice": 0.9299482839680301, + "FN": 53, + "FP": 96, + "IoU": 0.8690685413005272, + "TN": 1575950, + "TP": 989, + "n_pred": 1085, + "n_ref": 1042 + }, + "11": { + "Dice": 0.5089633671083398, + "FN": 3329, + "FP": 451, + "IoU": 0.3413486670151594, + "TN": 1571349, + "TP": 1959, + "n_pred": 2410, + "n_ref": 5288 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 741, + "IoU": 0.0, + "TN": 1576347, + "TP": 0, + "n_pred": 741, + "n_ref": 0 + }, + "13": { + "Dice": 0.8538681948424068, + "FN": 1586, + "FP": 46, + "IoU": 0.745, + "TN": 1570688, + "TP": 4768, + "n_pred": 4814, + "n_ref": 6354 + }, + "14": { + "Dice": 0.8687034603591766, + "FN": 1906, + "FP": 492, + "IoU": 0.7678830703707289, + "TN": 1566757, + "TP": 7933, + "n_pred": 8425, + "n_ref": 9839 + }, + "15": { + "Dice": 0.8971435614581087, + "FN": 1051, + "FP": 5625, + "IoU": 0.8134726607247632, + "TN": 1541297, + "TP": 29115, + "n_pred": 34740, + "n_ref": 30166 + }, + "2": { + "Dice": 0.9451827023317806, + "FN": 6654, + "FP": 1654, + "IoU": 0.8960629527229055, + "TN": 1497155, + "TP": 71625, + "n_pred": 73279, + "n_ref": 78279 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1416, + "IoU": 0.0, + "TN": 1575672, + "TP": 0, + "n_pred": 1416, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9682673372314964, + "FN": 4814, + "FP": 423, + "IoU": 0.9384866566434881, + "TN": 1491952, + "TP": 79899, + "n_pred": 80322, + "n_ref": 84713 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9543521736597869, + "FN": 458, + "FP": 1893, + "IoU": 0.9126898651910722, + "TN": 1550161, + "TP": 24576, + "n_pred": 26469, + "n_ref": 25034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0403.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808499/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0403.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": 0.5808175649480832, + "FN": 3283.3559999999998, + "FP": 3318.705333333333, + "IoU": 0.5000696027577304, + "TN": 2019802.1226666667, + "TP": 17969.149333333335, + "n_pred": 21287.854666666666, + "n_ref": 21252.50533333333 + }, + "mean": { + "1": { + "Dice": 0.6993683441532829, + "FN": 3759.346666666667, + "FP": 2007.0266666666666, + "IoU": 0.6361630666329866, + "TN": 2018091.3866666667, + "TP": 20515.573333333334, + "n_pred": 22522.6, + "n_ref": 24274.920000000002 + }, + "10": { + "Dice": 0.5829524155959658, + "FN": 3162.84, + "FP": 2415.88, + "IoU": 0.47770213065525624, + "TN": 2030410.353333333, + "TP": 8384.259999999998, + "n_pred": 10800.14, + "n_ref": 11547.1 + }, + "11": { + "Dice": 0.31874118929691764, + "FN": 288.5333333333333, + "FP": 143.38666666666666, + "IoU": 0.23951179550834106, + "TN": 2043674.9, + "TP": 266.5133333333333, + "n_pred": 409.9, + "n_ref": 555.0466666666666 + }, + "12": { + "Dice": 0.24865855528027905, + "FN": 371.20666666666665, + "FP": 178.03333333333333, + "IoU": 0.1824624001020047, + "TN": 2043557.86, + "TP": 266.2333333333333, + "n_pred": 444.2666666666666, + "n_ref": 637.4399999999999 + }, + "13": { + "Dice": 0.44520351918774254, + "FN": 3507.4066666666668, + "FP": 2426.4666666666662, + "IoU": 0.3391893549250532, + "TN": 2033401.4933333334, + "TP": 5037.966666666667, + "n_pred": 7464.433333333334, + "n_ref": 8545.373333333333 + }, + "14": { + "Dice": 0.6116167917939709, + "FN": 4140.113333333333, + "FP": 4049.38, + "IoU": 0.5341958139646683, + "TN": 2022745.7333333336, + "TP": 13438.106666666668, + "n_pred": 17487.486666666668, + "n_ref": 17578.22 + }, + "15": { + "Dice": 0.5157818438646959, + "FN": 1893.7533333333329, + "FP": 2451.7400000000002, + "IoU": 0.4202627092942925, + "TN": 2034497.4466666668, + "TP": 5530.393333333333, + "n_pred": 7982.133333333334, + "n_ref": 7424.146666666666 + }, + "2": { + "Dice": 0.6621196274970929, + "FN": 2512.0933333333332, + "FP": 1960.7733333333333, + "IoU": 0.5965147603277009, + "TN": 2024637.8800000001, + "TP": 15262.586666666666, + "n_pred": 17223.359999999997, + "n_ref": 17774.68 + }, + "3": { + "Dice": 0.6849646315426352, + "FN": 3259.266666666667, + "FP": 2812.2000000000003, + "IoU": 0.6259499475582516, + "TN": 2021691.8800000001, + "TP": 16609.986666666668, + "n_pred": 19422.18666666667, + "n_ref": 19869.25333333333 + }, + "4": { + "Dice": 0.45619532754819125, + "FN": 1727.6133333333332, + "FP": 1486.9866666666667, + "IoU": 0.3849784016972608, + "TN": 2037064.2533333332, + "TP": 4094.4799999999996, + "n_pred": 5581.466666666667, + "n_ref": 5822.093333333333 + }, + "5": { + "Dice": 0.4300797967098199, + "FN": 695.1333333333332, + "FP": 515.8, + "IoU": 0.3298688810510114, + "TN": 2042079.7, + "TP": 1082.7, + "n_pred": 1598.5000000000002, + "n_ref": 1777.8333333333333 + }, + "6": { + "Dice": 0.8797792693506471, + "FN": 9646.76, + "FP": 15347.920000000002, + "IoU": 0.8190519979610912, + "TN": 1901963.1599999997, + "TP": 117415.49333333333, + "n_pred": 132763.41333333333, + "n_ref": 127062.25333333334 + }, + "7": { + "Dice": 0.6682089448988141, + "FN": 11324.7, + "FP": 11279.079999999998, + "IoU": 0.5801448814589774, + "TN": 1979349.1266666665, + "TP": 42420.426666666666, + "n_pred": 53699.50666666667, + "n_ref": 53745.12666666667 + }, + "8": { + "Dice": 0.7682715671951568, + "FN": 1268.7066666666667, + "FP": 1195.9666666666667, + "IoU": 0.7032236920162684, + "TN": 2030345.8, + "TP": 11562.859999999999, + "n_pred": 12758.826666666666, + "n_ref": 12831.566666666668 + }, + "9": { + "Dice": 0.7403216503060369, + "FN": 1692.8666666666668, + "FP": 1509.94, + "IoU": 0.6318242082127913, + "TN": 2033520.8666666667, + "TP": 7649.659999999999, + "n_pred": 9159.6, + "n_ref": 9342.526666666667 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/loop_006/summary.json b/nnActive_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/loop_006/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..49f138282fd4a71e316f91fa98624854ce8f541d --- /dev/null +++ b/nnActive_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/loop_006/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.7837687642274683, + "FN": 20922.45466666667, + "FP": 16477.029333333332, + "IoU": 0.6822717391731974, + "TN": 96253893.28, + "TP": 165668.076, + "n_pred": 182145.10533333334, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.9079491228043878, + "FN": 11640.84, + "FP": 18559.62, + "IoU": 0.8514141924116357, + "TN": 96244113.08, + "TP": 182647.3, + "n_pred": 201206.92, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.7535233018939617, + "FN": 17265.78, + "FP": 15619.72, + "IoU": 0.6269702554308865, + "TN": 96367118.56, + "TP": 56956.78, + "n_pred": 72576.5, + "n_ref": 74222.56 + }, + "11": { + "Dice": 0.6490054112671677, + "FN": 1408.82, + "FP": 862.38, + "IoU": 0.4971479244069468, + "TN": 96452398.08, + "TP": 2291.56, + "n_pred": 3153.94, + "n_ref": 3700.38 + }, + "12": { + "Dice": 0.6245027107397457, + "FN": 1776.18, + "FP": 955.2, + "IoU": 0.47264927565471404, + "TN": 96451768.98, + "TP": 2460.48, + "n_pred": 3415.68, + "n_ref": 4236.66 + }, + "13": { + "Dice": 0.6336010637493152, + "FN": 23169.98, + "FP": 12970.58, + "IoU": 0.49082440761604035, + "TN": 96386132.12, + "TP": 34688.16, + "n_pred": 47658.74, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.7662558290132121, + "FN": 39754.72, + "FP": 19637.46, + "IoU": 0.6695271463924617, + "TN": 96298965.24, + "TP": 98603.42, + "n_pred": 118240.88, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.7084838609465233, + "FN": 15633.8, + "FP": 13289.78, + "IoU": 0.5848680704620065, + "TN": 96389624.02, + "TP": 38413.24, + "n_pred": 51703.02, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.8737780997949062, + "FN": 27657.74, + "FP": 5821.28, + "IoU": 0.8025213242109973, + "TN": 96294297.86, + "TP": 129183.96, + "n_pred": 135005.24, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.9060870330424625, + "FN": 8275.06, + "FP": 26330.38, + "IoU": 0.8370917434811673, + "TN": 96267227.88, + "TP": 155127.52, + "n_pred": 181457.9, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.6915303843655234, + "FN": 6453.28, + "FP": 5180.48, + "IoU": 0.5949376045939991, + "TN": 96425202.86, + "TP": 20124.22, + "n_pred": 25304.7, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.678579212101407, + "FN": 7685.8, + "FP": 2881.78, + "IoU": 0.5379523330469256, + "TN": 96436926.9, + "TP": 9466.36, + "n_pred": 12348.14, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.9521042735827776, + "FN": 74033.84, + "FP": 60156.26, + "IoU": 0.912353656631646, + "TN": 95037580.96, + "TP": 1285189.78, + "n_pred": 1345346.04, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.8231189410112763, + "FN": 55942.36, + "FP": 47315.4, + "IoU": 0.7296959180997077, + "TN": 96070720.78, + "TP": 282982.3, + "n_pred": 330297.7, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.9264169317044941, + "FN": 12279.14, + "FP": 8044.96, + "IoU": 0.8643062303569, + "TN": 96316546.7, + "TP": 120090.04, + "n_pred": 128135.0, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.8615952873948598, + "FN": 10859.48, + "FP": 9530.16, + "IoU": 0.7618160048019266, + "TN": 96369775.18, + "TP": 66796.02, + "n_pred": 76326.18, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9349345798293024, + "FN": 3084, + "FP": 9388, + "IoU": 0.8778189227845373, + "TN": 119491242, + "TP": 89606, + "n_pred": 98994, + "n_ref": 92690 + }, + "10": { + "Dice": 0.7837566886803092, + "FN": 12792, + "FP": 21720, + "IoU": 0.6444078100046365, + "TN": 119496265, + "TP": 62543, + "n_pred": 84263, + "n_ref": 75335 + }, + "11": { + "Dice": 0.7221302843387994, + "FN": 1146, + "FP": 701, + "IoU": 0.5651047798445962, + "TN": 119589073, + "TP": 2400, + "n_pred": 3101, + "n_ref": 3546 + }, + "12": { + "Dice": 0.6800695500978048, + "FN": 1336, + "FP": 1608, + "IoU": 0.5152313518853944, + "TN": 119587247, + "TP": 3129, + "n_pred": 4737, + "n_ref": 4465 + }, + "13": { + "Dice": 0.5398466225443849, + "FN": 27063, + "FP": 16739, + "IoU": 0.3697191205249223, + "TN": 119523824, + "TP": 25694, + "n_pred": 42433, + "n_ref": 52757 + }, + "14": { + "Dice": 0.36529811903811027, + "FN": 191689, + "FP": 2201, + "IoU": 0.22346467162756423, + "TN": 119343634, + "TP": 55796, + "n_pred": 57997, + "n_ref": 247485 + }, + "15": { + "Dice": 0.010010729924890526, + "FN": 32000, + "FP": 138689, + "IoU": 0.005030544674501026, + "TN": 119421768, + "TP": 863, + "n_pred": 139552, + "n_ref": 32863 + }, + "2": { + "Dice": 0.952799321165054, + "FN": 4370, + "FP": 9147, + "IoU": 0.9098536129914302, + "TN": 119443375, + "TP": 136428, + "n_pred": 145575, + "n_ref": 140798 + }, + "3": { + "Dice": 0.9518067383312392, + "FN": 6751, + "FP": 9819, + "IoU": 0.9080450839914094, + "TN": 119413123, + "TP": 163627, + "n_pred": 173446, + "n_ref": 170378 + }, + "4": { + "Dice": 0.8425904452690167, + "FN": 19572, + "FP": 2148, + "IoU": 0.7279967940690277, + "TN": 119513468, + "TP": 58132, + "n_pred": 60280, + "n_ref": 77704 + }, + "5": { + "Dice": 0.055871676024669956, + "FN": 62040, + "FP": 13123, + "IoU": 0.028738677038779123, + "TN": 119515933, + "TP": 2224, + "n_pred": 15347, + "n_ref": 64264 + }, + "6": { + "Dice": 0.9673351378983801, + "FN": 27642, + "FP": 50314, + "IoU": 0.9367367607819205, + "TN": 118361072, + "TP": 1154292, + "n_pred": 1204606, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 152049, + "IoU": 0.0, + "TN": 119441271, + "TP": 0, + "n_pred": 152049, + "n_ref": 0 + }, + "8": { + "Dice": 0.8824730707744936, + "FN": 37820, + "FP": 28419, + "IoU": 0.7896660453507682, + "TN": 119278397, + "TP": 248684, + "n_pred": 277103, + "n_ref": 286504 + }, + "9": { + "Dice": 0.8399011114338134, + "FN": 17250, + "FP": 5351, + "IoU": 0.7239909629358247, + "TN": 119511435, + "TP": 59284, + "n_pred": 64635, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9538849339649343, + "FN": 9949, + "FP": 7321, + "IoU": 0.9118355761573176, + "TN": 72629776, + "TP": 178614, + "n_pred": 185935, + "n_ref": 188563 + }, + "10": { + "Dice": 0.6846809113474959, + "FN": 12871, + "FP": 38322, + "IoU": 0.5205435831155817, + "TN": 72718887, + "TP": 55580, + "n_pred": 93902, + "n_ref": 68451 + }, + "11": { + "Dice": 0.5826954302945953, + "FN": 991, + "FP": 808, + "IoU": 0.41112929623567923, + "TN": 72822605, + "TP": 1256, + "n_pred": 2064, + "n_ref": 2247 + }, + "12": { + "Dice": 0.677507647721784, + "FN": 770, + "FP": 1233, + "IoU": 0.5122960798636474, + "TN": 72821553, + "TP": 2104, + "n_pred": 3337, + "n_ref": 2874 + }, + "13": { + "Dice": 0.7161399603155398, + "FN": 13189, + "FP": 16138, + "IoU": 0.5578022044299694, + "TN": 72759339, + "TP": 36994, + "n_pred": 53132, + "n_ref": 50183 + }, + "14": { + "Dice": 0.8723478342982938, + "FN": 2984, + "FP": 18645, + "IoU": 0.7735965582573561, + "TN": 72730127, + "TP": 73904, + "n_pred": 92549, + "n_ref": 76888 + }, + "15": { + "Dice": 0.7159491807891263, + "FN": 9402, + "FP": 16846, + "IoU": 0.5575707519341953, + "TN": 72766333, + "TP": 33079, + "n_pred": 49925, + "n_ref": 42481 + }, + "2": { + "Dice": 0.9604563048675742, + "FN": 6689, + "FP": 3946, + "IoU": 0.9239210524433253, + "TN": 72685871, + "TP": 129154, + "n_pred": 133100, + "n_ref": 135843 + }, + "3": { + "Dice": 0.9604305233607846, + "FN": 3469, + "FP": 6722, + "IoU": 0.9238733388611254, + "TN": 72691791, + "TP": 123678, + "n_pred": 130400, + "n_ref": 127147 + }, + "4": { + "Dice": 0.8437881802632038, + "FN": 2838, + "FP": 6112, + "IoU": 0.7297868486202524, + "TN": 72792538, + "TP": 24172, + "n_pred": 30284, + "n_ref": 27010 + }, + "5": { + "Dice": 0.775654635527247, + "FN": 2063, + "FP": 1741, + "IoU": 0.6335260115606937, + "TN": 72815280, + "TP": 6576, + "n_pred": 8317, + "n_ref": 8639 + }, + "6": { + "Dice": 0.9576642311582181, + "FN": 51621, + "FP": 50601, + "IoU": 0.9187675025508826, + "TN": 71567272, + "TP": 1156166, + "n_pred": 1206767, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.8966624828487831, + "FN": 24207, + "FP": 25274, + "IoU": 0.8126819480986542, + "TN": 72561505, + "TP": 214674, + "n_pred": 239948, + "n_ref": 238881 + }, + "8": { + "Dice": 0.9265830715547473, + "FN": 4953, + "FP": 3484, + "IoU": 0.8632089237653621, + "TN": 72763982, + "TP": 53241, + "n_pred": 56725, + "n_ref": 58194 + }, + "9": { + "Dice": 0.8589245296714464, + "FN": 12903, + "FP": 8476, + "IoU": 0.7527324458426342, + "TN": 72739199, + "TP": 65082, + "n_pred": 73558, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.964572950911717, + "FN": 10941, + "FP": 7357, + "IoU": 0.931570168812033, + "TN": 71542090, + "TP": 249100, + "n_pred": 256457, + "n_ref": 260041 + }, + "10": { + "Dice": 0.8419861905215235, + "FN": 18540, + "FP": 9677, + "IoU": 0.7270951206538033, + "TN": 71706093, + "TP": 75178, + "n_pred": 84855, + "n_ref": 93718 + }, + "11": { + "Dice": 0.6146523882372938, + "FN": 1561, + "FP": 706, + "IoU": 0.443680981595092, + "TN": 71805413, + "TP": 1808, + "n_pred": 2514, + "n_ref": 3369 + }, + "12": { + "Dice": 0.5978739953331604, + "FN": 3050, + "FP": 1603, + "IoU": 0.426405325443787, + "TN": 71801376, + "TP": 3459, + "n_pred": 5062, + "n_ref": 6509 + }, + "13": { + "Dice": 0.6890119920113504, + "FN": 25779, + "FP": 8634, + "IoU": 0.5255669676707796, + "TN": 71736953, + "TP": 38122, + "n_pred": 46756, + "n_ref": 63901 + }, + "14": { + "Dice": 0.7450896756484097, + "FN": 211238, + "FP": 1515, + "IoU": 0.5937393781769992, + "TN": 71285802, + "TP": 310933, + "n_pred": 312448, + "n_ref": 522171 + }, + "15": { + "Dice": 0.6405730842808292, + "FN": 94774, + "FP": 1611, + "IoU": 0.47120818109000734, + "TN": 71627214, + "TP": 85889, + "n_pred": 87500, + "n_ref": 180663 + }, + "2": { + "Dice": 0.9123378909275244, + "FN": 17291, + "FP": 7611, + "IoU": 0.8388063566042011, + "TN": 71655003, + "TP": 129583, + "n_pred": 137194, + "n_ref": 146874 + }, + "3": { + "Dice": 0.9251817843924554, + "FN": 8264, + "FP": 20320, + "IoU": 0.8607797774151913, + "TN": 71604173, + "TP": 176731, + "n_pred": 197051, + "n_ref": 184995 + }, + "4": { + "Dice": 0.7315346941086545, + "FN": 1055, + "FP": 8428, + "IoU": 0.5767084765433201, + "TN": 71787085, + "TP": 12920, + "n_pred": 21348, + "n_ref": 13975 + }, + "5": { + "Dice": 0.7987095601599419, + "FN": 1554, + "FP": 2876, + "IoU": 0.6648763143959452, + "TN": 71796269, + "TP": 8789, + "n_pred": 11665, + "n_ref": 10343 + }, + "6": { + "Dice": 0.9689168531537816, + "FN": 40429, + "FP": 37062, + "IoU": 0.9397077782887002, + "TN": 70524231, + "TP": 1207766, + "n_pred": 1244828, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.9324927937584999, + "FN": 8527, + "FP": 24284, + "IoU": 0.8735236523991612, + "TN": 71550064, + "TP": 226613, + "n_pred": 250897, + "n_ref": 235140 + }, + "8": { + "Dice": 0.9311153710336478, + "FN": 7405, + "FP": 3519, + "IoU": 0.8711093281733016, + "TN": 71724734, + "TP": 73830, + "n_pred": 77349, + "n_ref": 81235 + }, + "9": { + "Dice": 0.8635104595236716, + "FN": 13648, + "FP": 9906, + "IoU": 0.7598050213130468, + "TN": 71711426, + "TP": 74508, + "n_pred": 84414, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.969428116052281, + "FN": 6479, + "FP": 6622, + "IoU": 0.9406700601405695, + "TN": 135224694, + "TP": 207715, + "n_pred": 214337, + "n_ref": 214194 + }, + "10": { + "Dice": 0.8042330573077038, + "FN": 17879, + "FP": 14864, + "IoU": 0.6725667256672567, + "TN": 135345511, + "TP": 67256, + "n_pred": 82120, + "n_ref": 85135 + }, + "11": { + "Dice": 0.6286614173228346, + "FN": 1551, + "FP": 807, + "IoU": 0.45842903077629765, + "TN": 135441156, + "TP": 1996, + "n_pred": 2803, + "n_ref": 3547 + }, + "12": { + "Dice": 0.6214006398862425, + "FN": 2886, + "FP": 309, + "IoU": 0.45074780814853016, + "TN": 135439693, + "TP": 2622, + "n_pred": 2931, + "n_ref": 5508 + }, + "13": { + "Dice": 0.715927240461402, + "FN": 8299, + "FP": 17313, + "IoU": 0.5575441384790796, + "TN": 135387624, + "TP": 32274, + "n_pred": 49587, + "n_ref": 40573 + }, + "14": { + "Dice": 0.9091762076090668, + "FN": 11234, + "FP": 15095, + "IoU": 0.8334766934412751, + "TN": 135287400, + "TP": 131781, + "n_pred": 146876, + "n_ref": 143015 + }, + "15": { + "Dice": 0.7185824201445559, + "FN": 18938, + "FP": 6409, + "IoU": 0.5607714701601164, + "TN": 135387802, + "TP": 32361, + "n_pred": 38770, + "n_ref": 51299 + }, + "2": { + "Dice": 0.9103162048265129, + "FN": 31437, + "FP": 3656, + "IoU": 0.8353948263327001, + "TN": 135232315, + "TP": 178102, + "n_pred": 181758, + "n_ref": 209539 + }, + "3": { + "Dice": 0.9030776277426913, + "FN": 21814, + "FP": 22200, + "IoU": 0.8232830787143919, + "TN": 135196445, + "TP": 205051, + "n_pred": 227251, + "n_ref": 226865 + }, + "4": { + "Dice": 0.8583032833554755, + "FN": 2923, + "FP": 8276, + "IoU": 0.7517787086907374, + "TN": 135400393, + "TP": 33918, + "n_pred": 42194, + "n_ref": 36841 + }, + "5": { + "Dice": 0.5983385297871895, + "FN": 13747, + "FP": 5448, + "IoU": 0.42687806043234205, + "TN": 135412018, + "TP": 14297, + "n_pred": 19745, + "n_ref": 28044 + }, + "6": { + "Dice": 0.963553595866549, + "FN": 44400, + "FP": 78000, + "IoU": 0.9296704509020454, + "TN": 133705132, + "TP": 1617978, + "n_pred": 1695978, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.8391049394506628, + "FN": 23248, + "FP": 44140, + "IoU": 0.7228086051581588, + "TN": 135202400, + "TP": 175722, + "n_pred": 219862, + "n_ref": 198970 + }, + "8": { + "Dice": 0.8927772407628888, + "FN": 44413, + "FP": 14488, + "IoU": 0.8063212513604961, + "TN": 135141393, + "TP": 245216, + "n_pred": 259704, + "n_ref": 289629 + }, + "9": { + "Dice": 0.8516487700860559, + "FN": 19753, + "FP": 7519, + "IoU": 0.7416274288745938, + "TN": 135339957, + "TP": 78281, + "n_pred": 85800, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9260158773268412, + "FN": 19247, + "FP": 18618, + "IoU": 0.8622249228619666, + "TN": 105479173, + "TP": 236967, + "n_pred": 255585, + "n_ref": 256214 + }, + "10": { + "Dice": 0.4513289181445471, + "FN": 26854, + "FP": 54915, + "IoU": 0.2914298093587522, + "TN": 105638605, + "TP": 33631, + "n_pred": 88546, + "n_ref": 60485 + }, + "11": { + "Dice": 0.7173371306514774, + "FN": 454, + "FP": 1134, + "IoU": 0.5592561754093811, + "TN": 105750402, + "TP": 2015, + "n_pred": 3149, + "n_ref": 2469 + }, + "12": { + "Dice": 0.6168051708217913, + "FN": 2066, + "FP": 839, + "IoU": 0.4459279038718291, + "TN": 105748762, + "TP": 2338, + "n_pred": 3177, + "n_ref": 4404 + }, + "13": { + "Dice": 0.47905978769399543, + "FN": 51207, + "FP": 13375, + "IoU": 0.3149760811226492, + "TN": 105659728, + "TP": 29695, + "n_pred": 43070, + "n_ref": 80902 + }, + "14": { + "Dice": 0.9292686581541458, + "FN": 23256, + "FP": 3178, + "IoU": 0.8678821865363181, + "TN": 105553926, + "TP": 173645, + "n_pred": 176823, + "n_ref": 196901 + }, + "15": { + "Dice": 0.8215643626824287, + "FN": 3191, + "FP": 7556, + "IoU": 0.6971652389540126, + "TN": 105718517, + "TP": 24741, + "n_pred": 32297, + "n_ref": 27932 + }, + "2": { + "Dice": 0.9362748482069185, + "FN": 10484, + "FP": 8901, + "IoU": 0.8801849299404788, + "TN": 105592214, + "TP": 142406, + "n_pred": 151307, + "n_ref": 152890 + }, + "3": { + "Dice": 0.9402374458527194, + "FN": 7366, + "FP": 13494, + "IoU": 0.8872151994549996, + "TN": 105569051, + "TP": 164094, + "n_pred": 177588, + "n_ref": 171460 + }, + "4": { + "Dice": 0.6129987712604281, + "FN": 17157, + "FP": 12764, + "IoU": 0.44195978962288784, + "TN": 105700387, + "TP": 23697, + "n_pred": 36461, + "n_ref": 40854 + }, + "5": { + "Dice": 0.758247569458569, + "FN": 3045, + "FP": 2898, + "IoU": 0.610627006486274, + "TN": 105738742, + "TP": 9320, + "n_pred": 12218, + "n_ref": 12365 + }, + "6": { + "Dice": 0.9619193734528505, + "FN": 58813, + "FP": 58193, + "IoU": 0.9266326226050229, + "TN": 104159209, + "TP": 1477790, + "n_pred": 1535983, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.8520279123624951, + "FN": 16733, + "FP": 70675, + "IoU": 0.7422026384944125, + "TN": 105414948, + "TP": 251649, + "n_pred": 322324, + "n_ref": 268382 + }, + "8": { + "Dice": 0.9028171433479344, + "FN": 4576, + "FP": 13528, + "IoU": 0.8228502094015422, + "TN": 105651809, + "TP": 84092, + "n_pred": 97620, + "n_ref": 88668 + }, + "9": { + "Dice": 0.83205637117334, + "FN": 13286, + "FP": 11549, + "IoU": 0.7124114132196953, + "TN": 105667649, + "TP": 61521, + "n_pred": 73070, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9656719232257872, + "FN": 9993, + "FP": 7302, + "IoU": 0.9336224597493812, + "TN": 96877325, + "TP": 243260, + "n_pred": 250562, + "n_ref": 253253 + }, + "10": { + "Dice": 0.8239983696759731, + "FN": 11490, + "FP": 31692, + "IoU": 0.7006779144081072, + "TN": 96993614, + "TP": 101084, + "n_pred": 132776, + "n_ref": 112574 + }, + "11": { + "Dice": 0.6437352864242741, + "FN": 1100, + "FP": 1624, + "IoU": 0.4746383799421408, + "TN": 97132695, + "TP": 2461, + "n_pred": 4085, + "n_ref": 3561 + }, + "12": { + "Dice": 0.7675131348511384, + "FN": 1012, + "FP": 1112, + "IoU": 0.6227353463587921, + "TN": 97132250, + "TP": 3506, + "n_pred": 4618, + "n_ref": 4518 + }, + "13": { + "Dice": 0.7362400740488138, + "FN": 12115, + "FP": 14956, + "IoU": 0.5825790634203506, + "TN": 97073027, + "TP": 37782, + "n_pred": 52738, + "n_ref": 49897 + }, + "14": { + "Dice": 0.9460619623399428, + "FN": 19057, + "FP": 8926, + "IoU": 0.8976447651897831, + "TN": 96864489, + "TP": 245408, + "n_pred": 254334, + "n_ref": 264465 + }, + "15": { + "Dice": 0.74529284164859, + "FN": 5193, + "FP": 6549, + "IoU": 0.5939974413056257, + "TN": 97108959, + "TP": 17179, + "n_pred": 23728, + "n_ref": 22372 + }, + "2": { + "Dice": 0.9378439260438847, + "FN": 8732, + "FP": 8403, + "IoU": 0.882962446894253, + "TN": 96991474, + "TP": 129271, + "n_pred": 137674, + "n_ref": 138003 + }, + "3": { + "Dice": 0.9389030847952284, + "FN": 11120, + "FP": 8056, + "IoU": 0.8848419699854071, + "TN": 96971361, + "TP": 147343, + "n_pred": 155399, + "n_ref": 158463 + }, + "4": { + "Dice": 0.9034169534825959, + "FN": 2035, + "FP": 3409, + "IoU": 0.823847273903899, + "TN": 97106975, + "TP": 25461, + "n_pred": 28870, + "n_ref": 27496 + }, + "5": { + "Dice": 0.8059474640674046, + "FN": 2437, + "FP": 3436, + "IoU": 0.674968177541646, + "TN": 97119811, + "TP": 12196, + "n_pred": 15632, + "n_ref": 14633 + }, + "6": { + "Dice": 0.9743942000401027, + "FN": 44924, + "FP": 31569, + "IoU": 0.9500669751265086, + "TN": 95605968, + "TP": 1455419, + "n_pred": 1486988, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.9367100698424342, + "FN": 9083, + "FP": 24047, + "IoU": 0.8809545198115682, + "TN": 96859583, + "TP": 245167, + "n_pred": 269214, + "n_ref": 254250 + }, + "8": { + "Dice": 0.9309828834425339, + "FN": 8913, + "FP": 8752, + "IoU": 0.8708774340681832, + "TN": 97001072, + "TP": 119143, + "n_pred": 127895, + "n_ref": 128056 + }, + "9": { + "Dice": 0.8316162586543876, + "FN": 5820, + "FP": 19595, + "IoU": 0.7117663736886872, + "TN": 97049705, + "TP": 62760, + "n_pred": 82355, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9617341671545708, + "FN": 3497, + "FP": 10032, + "IoU": 0.9262889490631521, + "TN": 130583251, + "TP": 170012, + "n_pred": 180044, + "n_ref": 173509 + }, + "10": { + "Dice": 0.8059098799909428, + "FN": 13183, + "FP": 17675, + "IoU": 0.6749154577921052, + "TN": 130671869, + "TP": 64065, + "n_pred": 81740, + "n_ref": 77248 + }, + "11": { + "Dice": 0.7355538733282867, + "FN": 1134, + "FP": 962, + "IoU": 0.5817202155258432, + "TN": 130761781, + "TP": 2915, + "n_pred": 3877, + "n_ref": 4049 + }, + "12": { + "Dice": 0.6955955173312484, + "FN": 659, + "FP": 1677, + "IoU": 0.5332667332667332, + "TN": 130761787, + "TP": 2669, + "n_pred": 4346, + "n_ref": 3328 + }, + "13": { + "Dice": 0.8014538924430401, + "FN": 14952, + "FP": 8045, + "IoU": 0.6686884112257246, + "TN": 130697380, + "TP": 46415, + "n_pred": 54460, + "n_ref": 61367 + }, + "14": { + "Dice": 0.9528442720487104, + "FN": 5283, + "FP": 9974, + "IoU": 0.9099355966021452, + "TN": 130597391, + "TP": 154144, + "n_pred": 164118, + "n_ref": 159427 + }, + "15": { + "Dice": 0.8558380008616976, + "FN": 3960, + "FP": 4405, + "IoU": 0.7480042175026359, + "TN": 130733597, + "TP": 24830, + "n_pred": 29235, + "n_ref": 28790 + }, + "2": { + "Dice": 0.8813325360677845, + "FN": 27782, + "FP": 9528, + "IoU": 0.7878413956635714, + "TN": 130590933, + "TP": 138549, + "n_pred": 148077, + "n_ref": 166331 + }, + "3": { + "Dice": 0.897445150730708, + "FN": 8137, + "FP": 27954, + "IoU": 0.8139687121465942, + "TN": 130572787, + "TP": 157914, + "n_pred": 185868, + "n_ref": 166051 + }, + "4": { + "Dice": 0.7436914956234454, + "FN": 10352, + "FP": 3147, + "IoU": 0.5919656621225403, + "TN": 130733709, + "TP": 19584, + "n_pred": 22731, + "n_ref": 29936 + }, + "5": { + "Dice": 0.6737365147649775, + "FN": 11106, + "FP": 8461, + "IoU": 0.5079959768669852, + "TN": 130727022, + "TP": 20203, + "n_pred": 28664, + "n_ref": 31309 + }, + "6": { + "Dice": 0.9621446531208127, + "FN": 29563, + "FP": 73327, + "IoU": 0.9270508226545872, + "TN": 129356358, + "TP": 1307544, + "n_pred": 1380871, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.9419186923926645, + "FN": 21764, + "FP": 30500, + "IoU": 0.8902139047543026, + "TN": 130290739, + "TP": 423789, + "n_pred": 454289, + "n_ref": 445553 + }, + "8": { + "Dice": 0.9069240953314128, + "FN": 14093, + "FP": 30268, + "IoU": 0.8296991009113733, + "TN": 130506306, + "TP": 216125, + "n_pred": 246393, + "n_ref": 230218 + }, + "9": { + "Dice": 0.8691179330746946, + "FN": 17124, + "FP": 8448, + "IoU": 0.768531006453832, + "TN": 130656315, + "TP": 84905, + "n_pred": 93353, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8377369911776265, + "FN": 15395, + "FP": 56445, + "IoU": 0.7207809117373848, + "TN": 71978719, + "TP": 185449, + "n_pred": 241894, + "n_ref": 200844 + }, + "10": { + "Dice": 0.46313943952718944, + "FN": 38096, + "FP": 18859, + "IoU": 0.30135423566644587, + "TN": 72154486, + "TP": 24567, + "n_pred": 43426, + "n_ref": 62663 + }, + "11": { + "Dice": 0.5473098330241187, + "FN": 1507, + "FP": 445, + "IoU": 0.3767560664112388, + "TN": 72232876, + "TP": 1180, + "n_pred": 1625, + "n_ref": 2687 + }, + "12": { + "Dice": 0.5473890980520544, + "FN": 2399, + "FP": 366, + "IoU": 0.3768311922470137, + "TN": 72231571, + "TP": 1672, + "n_pred": 2038, + "n_ref": 4071 + }, + "13": { + "Dice": 0.3817542363849515, + "FN": 50737, + "FP": 13074, + "IoU": 0.23590621707060064, + "TN": 72152496, + "TP": 19701, + "n_pred": 32775, + "n_ref": 70438 + }, + "14": { + "Dice": 0.3773294164664972, + "FN": 28054, + "FP": 123075, + "IoU": 0.2325360552508633, + "TN": 72039088, + "TP": 45791, + "n_pred": 168866, + "n_ref": 73845 + }, + "15": { + "Dice": 0.49949775310600053, + "FN": 4696, + "FP": 42639, + "IoU": 0.33288704108237616, + "TN": 72165053, + "TP": 23620, + "n_pred": 66259, + "n_ref": 28316 + }, + "2": { + "Dice": 0.3761967833491012, + "FN": 97472, + "FP": 1432, + "IoU": 0.2316763382973269, + "TN": 72107281, + "TP": 29823, + "n_pred": 31255, + "n_ref": 127295 + }, + "3": { + "Dice": 0.7225364665206663, + "FN": 6913, + "FP": 116995, + "IoU": 0.5656024204094082, + "TN": 71950767, + "TP": 161333, + "n_pred": 278328, + "n_ref": 168246 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 14731, + "IoU": 0.0, + "TN": 72221277, + "TP": 0, + "n_pred": 14731, + "n_ref": 0 + }, + "5": { + "Dice": 0.8030794165316045, + "FN": 299, + "FP": 3589, + "IoU": 0.6709546377792823, + "TN": 72224192, + "TP": 7928, + "n_pred": 11517, + "n_ref": 8227 + }, + "6": { + "Dice": 0.8676127961637295, + "FN": 213093, + "FP": 183240, + "IoU": 0.766180325267236, + "TN": 70540971, + "TP": 1298704, + "n_pred": 1481944, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.5293390159903385, + "FN": 120545, + "FP": 268397, + "IoU": 0.35993272531588494, + "TN": 71628350, + "TP": 218716, + "n_pred": 487113, + "n_ref": 339261 + }, + "8": { + "Dice": 0.9276524471585688, + "FN": 4994, + "FP": 4768, + "IoU": 0.8650669689137076, + "TN": 72163661, + "TP": 62585, + "n_pred": 67353, + "n_ref": 67579 + }, + "9": { + "Dice": 0.6697337764479084, + "FN": 21306, + "FP": 6619, + "IoU": 0.5034584540976902, + "TN": 72179769, + "TP": 28314, + "n_pred": 34933, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7976083153437193, + "FN": 7153, + "FP": 34380, + "IoU": 0.6633514898031968, + "TN": 52429748, + "TP": 81839, + "n_pred": 116219, + "n_ref": 88992 + }, + "10": { + "Dice": 0.19324618736383442, + "FN": 41862, + "FP": 2574, + "IoU": 0.10695767514771494, + "TN": 52503362, + "TP": 5322, + "n_pred": 7896, + "n_ref": 47184 + }, + "11": { + "Dice": 0.0, + "FN": 2042, + "FP": 31, + "IoU": 0.0, + "TN": 52551047, + "TP": 0, + "n_pred": 31, + "n_ref": 2042 + }, + "12": { + "Dice": 0.0, + "FN": 4066, + "FP": 917, + "IoU": 0.0, + "TN": 52548137, + "TP": 0, + "n_pred": 917, + "n_ref": 4066 + }, + "13": { + "Dice": 0.27222922098848623, + "FN": 16969, + "FP": 7872, + "IoU": 0.15756095906670736, + "TN": 52523633, + "TP": 4646, + "n_pred": 12518, + "n_ref": 21615 + }, + "14": { + "Dice": 0.36089492846798316, + "FN": 42505, + "FP": 4714, + "IoU": 0.22017803174183745, + "TN": 52492569, + "TP": 13332, + "n_pred": 18046, + "n_ref": 55837 + }, + "15": { + "Dice": 0.1119181354509652, + "FN": 21802, + "FP": 33220, + "IoU": 0.0592761031988921, + "TN": 52494631, + "TP": 3467, + "n_pred": 36687, + "n_ref": 25269 + }, + "2": { + "Dice": 0.6787245909476516, + "FN": 62670, + "FP": 5877, + "IoU": 0.5136889601498372, + "TN": 52412167, + "TP": 72406, + "n_pred": 78283, + "n_ref": 135076 + }, + "3": { + "Dice": 0.8299134660781083, + "FN": 17408, + "FP": 34109, + "IoU": 0.7092752903466101, + "TN": 52375918, + "TP": 125685, + "n_pred": 159794, + "n_ref": 143093 + }, + "4": { + "Dice": 0.0, + "FN": 1880, + "FP": 493, + "IoU": 0.0, + "TN": 52550747, + "TP": 0, + "n_pred": 493, + "n_ref": 1880 + }, + "5": { + "Dice": 0.7221418234442837, + "FN": 1292, + "FP": 2548, + "IoU": 0.565118912797282, + "TN": 52544290, + "TP": 4990, + "n_pred": 7538, + "n_ref": 6282 + }, + "6": { + "Dice": 0.93247122888873, + "FN": 55348, + "FP": 48570, + "IoU": 0.8734858058373935, + "TN": 51731726, + "TP": 717476, + "n_pred": 766046, + "n_ref": 772824 + }, + "7": { + "Dice": 0.5555049840004725, + "FN": 113121, + "FP": 14814, + "IoU": 0.38456690943726607, + "TN": 52345242, + "TP": 79943, + "n_pred": 94757, + "n_ref": 193064 + }, + "8": { + "Dice": 0.8756905092840087, + "FN": 10390, + "FP": 3562, + "IoU": 0.7788696231020382, + "TN": 52490026, + "TP": 49142, + "n_pred": 52704, + "n_ref": 59532 + }, + "9": { + "Dice": 0.8372931135094234, + "FN": 12805, + "FP": 12568, + "IoU": 0.7201239824394979, + "TN": 52462462, + "TP": 65285, + "n_pred": 77853, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9692123011413628, + "FN": 14576, + "FP": 3095, + "IoU": 0.9402637441391131, + "TN": 143841433, + "TP": 278146, + "n_pred": 281241, + "n_ref": 292722 + }, + "10": { + "Dice": 0.855145402310729, + "FN": 15530, + "FP": 12504, + "IoU": 0.7469467337046297, + "TN": 144026467, + "TP": 82749, + "n_pred": 95253, + "n_ref": 98279 + }, + "11": { + "Dice": 0.5957926371149511, + "FN": 3447, + "FP": 857, + "IoU": 0.42429106474050293, + "TN": 144129774, + "TP": 3172, + "n_pred": 4029, + "n_ref": 6619 + }, + "12": { + "Dice": 0.5778786159954623, + "FN": 3099, + "FP": 622, + "IoU": 0.40634971282705806, + "TN": 144130982, + "TP": 2547, + "n_pred": 3169, + "n_ref": 5646 + }, + "13": { + "Dice": 0.8365698243913277, + "FN": 21458, + "FP": 10910, + "IoU": 0.719054604161061, + "TN": 144022039, + "TP": 82843, + "n_pred": 93753, + "n_ref": 104301 + }, + "14": { + "Dice": 0.9555790981527351, + "FN": 25846, + "FP": 9878, + "IoU": 0.9149367811986571, + "TN": 143717280, + "TP": 384246, + "n_pred": 394124, + "n_ref": 410092 + }, + "15": { + "Dice": 0.8152154946780666, + "FN": 1642, + "FP": 7889, + "IoU": 0.6880706921944035, + "TN": 144106695, + "TP": 21024, + "n_pred": 28913, + "n_ref": 22666 + }, + "2": { + "Dice": 0.9611706350651527, + "FN": 6075, + "FP": 4587, + "IoU": 0.9252439982050706, + "TN": 143994626, + "TP": 131962, + "n_pred": 136549, + "n_ref": 138037 + }, + "3": { + "Dice": 0.9601582547948538, + "FN": 8442, + "FP": 5314, + "IoU": 0.9233695985204249, + "TN": 143957739, + "TP": 165755, + "n_pred": 171069, + "n_ref": 174197 + }, + "4": { + "Dice": 0.9210414081885856, + "FN": 3659, + "FP": 4487, + "IoU": 0.8536392547208796, + "TN": 144081593, + "TP": 47511, + "n_pred": 51998, + "n_ref": 51170 + }, + "5": { + "Dice": 0.7156547235929342, + "FN": 12118, + "FP": 3786, + "IoU": 0.5572136533214544, + "TN": 144101332, + "TP": 20014, + "n_pred": 23800, + "n_ref": 32132 + }, + "6": { + "Dice": 0.9650837459118983, + "FN": 35409, + "FP": 60335, + "IoU": 0.9325235178205457, + "TN": 142718326, + "TP": 1323180, + "n_pred": 1383515, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.9349263810782009, + "FN": 14818, + "FP": 17790, + "IoU": 0.8778044676617288, + "TN": 143870399, + "TP": 234243, + "n_pred": 252033, + "n_ref": 249061 + }, + "8": { + "Dice": 0.8910376239908221, + "FN": 20579, + "FP": 30424, + "IoU": 0.8034876955856686, + "TN": 143877709, + "TP": 208538, + "n_pred": 238962, + "n_ref": 229117 + }, + "9": { + "Dice": 0.8775504955689399, + "FN": 9152, + "FP": 14655, + "IoU": 0.7818173486688357, + "TN": 144028135, + "TP": 85308, + "n_pred": 99963, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9070867249169319, + "FN": 7628, + "FP": 34652, + "IoU": 0.8299713669851687, + "TN": 111530256, + "TP": 206384, + "n_pred": 241036, + "n_ref": 214012 + }, + "10": { + "Dice": 0.6269709751933313, + "FN": 21031, + "FP": 8683, + "IoU": 0.45663344610039314, + "TN": 111724235, + "TP": 24971, + "n_pred": 33654, + "n_ref": 46002 + }, + "11": { + "Dice": 0.6517460317460317, + "FN": 1742, + "FP": 452, + "IoU": 0.48340004709206497, + "TN": 111774673, + "TP": 2053, + "n_pred": 2505, + "n_ref": 3795 + }, + "12": { + "Dice": 0.6687713759536964, + "FN": 2118, + "FP": 400, + "IoU": 0.5023715415019763, + "TN": 111773860, + "TP": 2542, + "n_pred": 2942, + "n_ref": 4660 + }, + "13": { + "Dice": 0.6563684002186575, + "FN": 18122, + "FP": 18338, + "IoU": 0.4885032477097684, + "TN": 111707639, + "TP": 34821, + "n_pred": 53159, + "n_ref": 52943 + }, + "14": { + "Dice": 0.8594412053621608, + "FN": 4047, + "FP": 24714, + "IoU": 0.7535264375696289, + "TN": 111662230, + "TP": 87929, + "n_pred": 112643, + "n_ref": 91976 + }, + "15": { + "Dice": 0.6012758301074096, + "FN": 5218, + "FP": 2095, + "IoU": 0.4298744835113433, + "TN": 111766093, + "TP": 5514, + "n_pred": 7609, + "n_ref": 10732 + }, + "2": { + "Dice": 0.8670824007974357, + "FN": 44948, + "FP": 4523, + "IoU": 0.7653534567807544, + "TN": 111568088, + "TP": 161361, + "n_pred": 165884, + "n_ref": 206309 + }, + "3": { + "Dice": 0.7302375128694959, + "FN": 2087, + "FP": 43242, + "IoU": 0.5750977212437078, + "TN": 111672239, + "TP": 61352, + "n_pred": 104594, + "n_ref": 63439 + }, + "4": { + "Dice": 0.8550948625026646, + "FN": 2634, + "FP": 2804, + "IoU": 0.7468696178373597, + "TN": 111757437, + "TP": 16045, + "n_pred": 18849, + "n_ref": 18679 + }, + "5": { + "Dice": 0.5365565233211289, + "FN": 14619, + "FP": 5760, + "IoU": 0.3666397314768772, + "TN": 111746744, + "TP": 11797, + "n_pred": 17557, + "n_ref": 26416 + }, + "6": { + "Dice": 0.9589820988169956, + "FN": 52291, + "FP": 48863, + "IoU": 0.921196549768468, + "TN": 110495296, + "TP": 1182470, + "n_pred": 1231333, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.9051043374603543, + "FN": 28072, + "FP": 16030, + "IoU": 0.8266580720220735, + "TN": 111524498, + "TP": 210320, + "n_pred": 226350, + "n_ref": 238392 + }, + "8": { + "Dice": 0.8840020993728313, + "FN": 43126, + "FP": 18316, + "IoU": 0.7921180665985479, + "TN": 111483358, + "TP": 234120, + "n_pred": 252436, + "n_ref": 277246 + }, + "9": { + "Dice": 0.8198393488842195, + "FN": 18692, + "FP": 8402, + "IoU": 0.6946845313890986, + "TN": 111690179, + "TP": 61647, + "n_pred": 70049, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9147283574587255, + "FN": 12541, + "FP": 15959, + "IoU": 0.8428565914767621, + "TN": 198906512, + "TP": 152863, + "n_pred": 168822, + "n_ref": 165404 + }, + "10": { + "Dice": 0.7500210278408613, + "FN": 18542, + "FP": 11178, + "IoU": 0.6000269160890923, + "TN": 199013570, + "TP": 44585, + "n_pred": 55763, + "n_ref": 63127 + }, + "11": { + "Dice": 0.7475947262145148, + "FN": 1288, + "FP": 837, + "IoU": 0.5969271623672231, + "TN": 199082603, + "TP": 3147, + "n_pred": 3984, + "n_ref": 4435 + }, + "12": { + "Dice": 0.6556158017041054, + "FN": 1219, + "FP": 1004, + "IoU": 0.48766997003917956, + "TN": 199083536, + "TP": 2116, + "n_pred": 3120, + "n_ref": 3335 + }, + "13": { + "Dice": 0.3833990155838634, + "FN": 23871, + "FP": 13836, + "IoU": 0.23716366579000606, + "TN": 199038445, + "TP": 11723, + "n_pred": 25559, + "n_ref": 35594 + }, + "14": { + "Dice": 0.7074606629321726, + "FN": 17206, + "FP": 7391, + "IoU": 0.5473416882901784, + "TN": 199033536, + "TP": 29742, + "n_pred": 37133, + "n_ref": 46948 + }, + "15": { + "Dice": 0.8017472050303012, + "FN": 45231, + "FP": 928, + "IoU": 0.669096878718798, + "TN": 198948381, + "TP": 93335, + "n_pred": 94263, + "n_ref": 138566 + }, + "2": { + "Dice": 0.9321613113086915, + "FN": 4921, + "FP": 13223, + "IoU": 0.8729420662320292, + "TN": 198945074, + "TP": 124657, + "n_pred": 137880, + "n_ref": 129578 + }, + "3": { + "Dice": 0.9522132434495773, + "FN": 6620, + "FP": 6650, + "IoU": 0.9087853396663482, + "TN": 198942394, + "TP": 132211, + "n_pred": 138861, + "n_ref": 138831 + }, + "4": { + "Dice": 0.8195067562186413, + "FN": 1685, + "FP": 5114, + "IoU": 0.6942070702527661, + "TN": 199065641, + "TP": 15435, + "n_pred": 20549, + "n_ref": 17120 + }, + "5": { + "Dice": 0.6700361808490071, + "FN": 7938, + "FP": 4009, + "IoU": 0.5038003073472609, + "TN": 199063798, + "TP": 12130, + "n_pred": 16139, + "n_ref": 20068 + }, + "6": { + "Dice": 0.9619872648744214, + "FN": 43918, + "FP": 43891, + "IoU": 0.9267586343803773, + "TN": 197888976, + "TP": 1111090, + "n_pred": 1154981, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.8799912180281336, + "FN": 15890, + "FP": 22373, + "IoU": 0.7857002839556648, + "TN": 198909326, + "TP": 140286, + "n_pred": 162659, + "n_ref": 156176 + }, + "8": { + "Dice": 0.8991022122284316, + "FN": 9596, + "FP": 14814, + "IoU": 0.8166990816180943, + "TN": 198954706, + "TP": 108759, + "n_pred": 123573, + "n_ref": 118355 + }, + "9": { + "Dice": 0.8980424891316411, + "FN": 10338, + "FP": 10793, + "IoU": 0.8149520106487319, + "TN": 198973683, + "TP": 93061, + "n_pred": 103854, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9412777513748387, + "FN": 11074, + "FP": 10549, + "IoU": 0.8890695860950935, + "TN": 130880268, + "TP": 173301, + "n_pred": 183850, + "n_ref": 184375 + }, + "10": { + "Dice": 0.8147696865443425, + "FN": 14515, + "FP": 16497, + "IoU": 0.6874357475458083, + "TN": 130975974, + "TP": 68206, + "n_pred": 84703, + "n_ref": 82721 + }, + "11": { + "Dice": 0.6647963191560992, + "FN": 1109, + "FP": 1878, + "IoU": 0.49789880652210455, + "TN": 131069243, + "TP": 2962, + "n_pred": 4840, + "n_ref": 4071 + }, + "12": { + "Dice": 0.696584058941728, + "FN": 995, + "FP": 2176, + "IoU": 0.5344295991778006, + "TN": 131068381, + "TP": 3640, + "n_pred": 5816, + "n_ref": 4635 + }, + "13": { + "Dice": 0.4928294914657751, + "FN": 56549, + "FP": 12625, + "IoU": 0.32698987186597006, + "TN": 130972409, + "TP": 33609, + "n_pred": 46234, + "n_ref": 90158 + }, + "14": { + "Dice": 0.6498596044684161, + "FN": 8358, + "FP": 43641, + "IoU": 0.4813274283320366, + "TN": 130974938, + "TP": 48255, + "n_pred": 91896, + "n_ref": 56613 + }, + "15": { + "Dice": 0.7357845857305569, + "FN": 2385, + "FP": 15709, + "IoU": 0.5820088708187027, + "TN": 131031904, + "TP": 25194, + "n_pred": 40903, + "n_ref": 27579 + }, + "2": { + "Dice": 0.9250062906367367, + "FN": 11373, + "FP": 12768, + "IoU": 0.860476003329018, + "TN": 130902168, + "TP": 148883, + "n_pred": 161651, + "n_ref": 160256 + }, + "3": { + "Dice": 0.8698814687722775, + "FN": 10085, + "FP": 43760, + "IoU": 0.7697258692212291, + "TN": 130841362, + "TP": 179985, + "n_pred": 223745, + "n_ref": 190070 + }, + "4": { + "Dice": 0.8409617966556817, + "FN": 17960, + "FP": 2888, + "IoU": 0.7255686604886268, + "TN": 130999224, + "TP": 55120, + "n_pred": 58008, + "n_ref": 73080 + }, + "5": { + "Dice": 0.7637535545023697, + "FN": 4627, + "FP": 1604, + "IoU": 0.6178004048334662, + "TN": 131058889, + "TP": 10072, + "n_pred": 11676, + "n_ref": 14699 + }, + "6": { + "Dice": 0.9685079509024055, + "FN": 41128, + "FP": 51662, + "IoU": 0.9389388427663685, + "TN": 129555568, + "TP": 1426834, + "n_pred": 1478496, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.7724634239259506, + "FN": 66478, + "FP": 352205, + "IoU": 0.629279354262885, + "TN": 129945816, + "TP": 710693, + "n_pred": 1062898, + "n_ref": 777171 + }, + "8": { + "Dice": 0.9226679911682647, + "FN": 9298, + "FP": 10631, + "IoU": 0.8564379259173882, + "TN": 130936374, + "TP": 118889, + "n_pred": 129520, + "n_ref": 128187 + }, + "9": { + "Dice": 0.697724571234505, + "FN": 24454, + "FP": 11148, + "IoU": 0.5357734284335841, + "TN": 130998501, + "TP": 41089, + "n_pred": 52237, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8474556561802664, + "FN": 4194, + "FP": 71891, + "IoU": 0.735291150162301, + "TN": 101329771, + "TP": 211344, + "n_pred": 283235, + "n_ref": 215538 + }, + "10": { + "Dice": 0.8188596787637134, + "FN": 9473, + "FP": 6609, + "IoU": 0.6932789136405249, + "TN": 101564768, + "TP": 36350, + "n_pred": 42959, + "n_ref": 45823 + }, + "11": { + "Dice": 0.7895817572679131, + "FN": 1306, + "FP": 641, + "IoU": 0.6523214285714286, + "TN": 101611600, + "TP": 3653, + "n_pred": 4294, + "n_ref": 4959 + }, + "12": { + "Dice": 0.8015634395670475, + "FN": 1491, + "FP": 489, + "IoU": 0.6688409433015554, + "TN": 101611221, + "TP": 3999, + "n_pred": 4488, + "n_ref": 5490 + }, + "13": { + "Dice": 0.7708228615357322, + "FN": 7944, + "FP": 23060, + "IoU": 0.6271047820648513, + "TN": 101534056, + "TP": 52140, + "n_pred": 75200, + "n_ref": 60084 + }, + "14": { + "Dice": 0.9134504423644056, + "FN": 1216, + "FP": 10259, + "IoU": 0.8406891668633467, + "TN": 101545171, + "TP": 60554, + "n_pred": 70813, + "n_ref": 61770 + }, + "15": { + "Dice": 0.8112745098039216, + "FN": 3145, + "FP": 10869, + "IoU": 0.6824742268041237, + "TN": 101573065, + "TP": 30121, + "n_pred": 40990, + "n_ref": 33266 + }, + "2": { + "Dice": 0.7370388040712468, + "FN": 70384, + "FP": 2370, + "IoU": 0.5835799282251464, + "TN": 101442487, + "TP": 101959, + "n_pred": 104329, + "n_ref": 172343 + }, + "3": { + "Dice": 0.8240078598906068, + "FN": 4396, + "FP": 67614, + "IoU": 0.7006916388182287, + "TN": 101376612, + "TP": 168578, + "n_pred": 236192, + "n_ref": 172974 + }, + "4": { + "Dice": 0.36867203774816154, + "FN": 1524, + "FP": 48784, + "IoU": 0.22599504592519654, + "TN": 101552203, + "TP": 14689, + "n_pred": 63473, + "n_ref": 16213 + }, + "5": { + "Dice": 0.7344060934605091, + "FN": 8966, + "FP": 6516, + "IoU": 0.5802857375227045, + "TN": 101580313, + "TP": 21405, + "n_pred": 27921, + "n_ref": 30371 + }, + "6": { + "Dice": 0.9396102872781881, + "FN": 159389, + "FP": 17268, + "IoU": 0.8860990219024224, + "TN": 100066230, + "TP": 1374313, + "n_pred": 1391581, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.9584768087363952, + "FN": 22692, + "FP": 12411, + "IoU": 0.920264490292861, + "TN": 101176957, + "TP": 405140, + "n_pred": 417551, + "n_ref": 427832 + }, + "8": { + "Dice": 0.9332620985498953, + "FN": 23198, + "FP": 6657, + "IoU": 0.8748747909690237, + "TN": 101378599, + "TP": 208746, + "n_pred": 215403, + "n_ref": 231944 + }, + "9": { + "Dice": 0.9015849436344686, + "FN": 5740, + "FP": 10690, + "IoU": 0.8208053398481808, + "TN": 101525512, + "TP": 75258, + "n_pred": 85948, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8744094008637546, + "FN": 6996, + "FP": 51775, + "IoU": 0.7768449750155678, + "TN": 118918848, + "TP": 204593, + "n_pred": 256368, + "n_ref": 211589 + }, + "10": { + "Dice": 0.8302200446213746, + "FN": 14325, + "FP": 12842, + "IoU": 0.7097232610321615, + "TN": 119088622, + "TP": 66423, + "n_pred": 79265, + "n_ref": 80748 + }, + "11": { + "Dice": 0.5742434904996482, + "FN": 1998, + "FP": 1027, + "IoU": 0.4027640671273445, + "TN": 119177147, + "TP": 2040, + "n_pred": 3067, + "n_ref": 4038 + }, + "12": { + "Dice": 0.5111300328427199, + "FN": 2034, + "FP": 1985, + "IoU": 0.34330065359477124, + "TN": 119176092, + "TP": 2101, + "n_pred": 4086, + "n_ref": 4135 + }, + "13": { + "Dice": 0.7227096895933579, + "FN": 6265, + "FP": 14308, + "IoU": 0.5658147436844437, + "TN": 119134829, + "TP": 26810, + "n_pred": 41118, + "n_ref": 33075 + }, + "14": { + "Dice": 0.07569875321080473, + "FN": 62640, + "FP": 16165, + "IoU": 0.0393383070021455, + "TN": 119100180, + "TP": 3227, + "n_pred": 19392, + "n_ref": 65867 + }, + "15": { + "Dice": 0.543721194519856, + "FN": 7802, + "FP": 13879, + "IoU": 0.3733633920055493, + "TN": 119147613, + "TP": 12918, + "n_pred": 26797, + "n_ref": 20720 + }, + "2": { + "Dice": 0.8746065982392386, + "FN": 37168, + "FP": 7655, + "IoU": 0.7771563231762794, + "TN": 118981071, + "TP": 156318, + "n_pred": 163973, + "n_ref": 193486 + }, + "3": { + "Dice": 0.901287177414249, + "FN": 11936, + "FP": 28602, + "IoU": 0.8203118766677601, + "TN": 118956610, + "TP": 185064, + "n_pred": 213666, + "n_ref": 197000 + }, + "4": { + "Dice": 0.8606251372520314, + "FN": 8066, + "FP": 3358, + "IoU": 0.7553485383874077, + "TN": 119135517, + "TP": 35271, + "n_pred": 38629, + "n_ref": 43337 + }, + "5": { + "Dice": 0.861728100994462, + "FN": 3251, + "FP": 1393, + "IoU": 0.7570494376144389, + "TN": 119163097, + "TP": 14471, + "n_pred": 15864, + "n_ref": 17722 + }, + "6": { + "Dice": 0.9492584104352091, + "FN": 101396, + "FP": 73667, + "IoU": 0.903417567042706, + "TN": 117369636, + "TP": 1637513, + "n_pred": 1711180, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.9025562069984673, + "FN": 35002, + "FP": 21706, + "IoU": 0.8224167950596871, + "TN": 118862880, + "TP": 262624, + "n_pred": 284330, + "n_ref": 297626 + }, + "8": { + "Dice": 0.9546669275881681, + "FN": 4109, + "FP": 3304, + "IoU": 0.9132657836851219, + "TN": 119096744, + "TP": 78055, + "n_pred": 81359, + "n_ref": 82164 + }, + "9": { + "Dice": 0.9114656031904287, + "FN": 12385, + "FP": 1823, + "IoU": 0.8373328448433779, + "TN": 119094868, + "TP": 73136, + "n_pred": 74959, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 96924, + "IoU": 0.0, + "TN": 61235556, + "TP": 0, + "n_pred": 96924, + "n_ref": 0 + }, + "10": { + "Dice": 0.7673288107134636, + "FN": 6094, + "FP": 11089, + "IoU": 0.6224926950370191, + "TN": 61286963, + "TP": 28334, + "n_pred": 39423, + "n_ref": 34428 + }, + "11": { + "Dice": 0.7911052975801177, + "FN": 840, + "FP": 757, + "IoU": 0.6544038086994157, + "TN": 61327859, + "TP": 3024, + "n_pred": 3781, + "n_ref": 3864 + }, + "12": { + "Dice": 0.5735329630524028, + "FN": 2475, + "FP": 1057, + "IoU": 0.4020653461994244, + "TN": 61326573, + "TP": 2375, + "n_pred": 3432, + "n_ref": 4850 + }, + "13": { + "Dice": 0.5382417109670282, + "FN": 26422, + "FP": 18659, + "IoU": 0.36821526171957114, + "TN": 61261125, + "TP": 26274, + "n_pred": 44933, + "n_ref": 52696 + }, + "14": { + "Dice": 0.9254494684759712, + "FN": 34436, + "FP": 3609, + "IoU": 0.8612433211153053, + "TN": 61058295, + "TP": 236140, + "n_pred": 239749, + "n_ref": 270576 + }, + "15": { + "Dice": 0.7764658098581334, + "FN": 31318, + "FP": 7207, + "IoU": 0.6346090008061839, + "TN": 61227045, + "TP": 66910, + "n_pred": 74117, + "n_ref": 98228 + }, + "2": { + "Dice": 0.8768920316311881, + "FN": 29926, + "FP": 6861, + "IoU": 0.7807726917873935, + "TN": 61164677, + "TP": 131016, + "n_pred": 137877, + "n_ref": 160942 + }, + "3": { + "Dice": 0.8773659764910016, + "FN": 4256, + "FP": 30517, + "IoU": 0.7815244844875033, + "TN": 61173318, + "TP": 124389, + "n_pred": 154906, + "n_ref": 128645 + }, + "4": { + "Dice": 0.9364698796576207, + "FN": 1763, + "FP": 3722, + "IoU": 0.8805297205462743, + "TN": 61286569, + "TP": 40426, + "n_pred": 44148, + "n_ref": 42189 + }, + "5": { + "Dice": 0.7991423210935406, + "FN": 1118, + "FP": 2629, + "IoU": 0.6654762967592179, + "TN": 61321279, + "TP": 7454, + "n_pred": 10083, + "n_ref": 8572 + }, + "6": { + "Dice": 0.9517789183957122, + "FN": 24150, + "FP": 95614, + "IoU": 0.9079944442054415, + "TN": 60030776, + "TP": 1181940, + "n_pred": 1277554, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.5607248401815191, + "FN": 113532, + "FP": 28570, + "IoU": 0.38958835380181017, + "TN": 61099683, + "TP": 90695, + "n_pred": 119265, + "n_ref": 204227 + }, + "8": { + "Dice": 0.9262468993758544, + "FN": 7344, + "FP": 4579, + "IoU": 0.8626255876117614, + "TN": 61245688, + "TP": 74869, + "n_pred": 79448, + "n_ref": 82213 + }, + "9": { + "Dice": 0.8479966172868307, + "FN": 5215, + "FP": 15635, + "IoU": 0.736106013238998, + "TN": 61253471, + "TP": 58159, + "n_pred": 73794, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9750421215181185, + "FN": 3833, + "FP": 5040, + "IoU": 0.9512996992250105, + "TN": 148925304, + "TP": 173323, + "n_pred": 178363, + "n_ref": 177156 + }, + "10": { + "Dice": 0.8407676494607305, + "FN": 13089, + "FP": 9529, + "IoU": 0.72527966379614, + "TN": 149025169, + "TP": 59713, + "n_pred": 69242, + "n_ref": 72802 + }, + "11": { + "Dice": 0.7787646346386758, + "FN": 675, + "FP": 421, + "IoU": 0.6376859504132232, + "TN": 149104475, + "TP": 1929, + "n_pred": 2350, + "n_ref": 2604 + }, + "12": { + "Dice": 0.680516848239169, + "FN": 754, + "FP": 507, + "IoU": 0.5157450076804916, + "TN": 149104896, + "TP": 1343, + "n_pred": 1850, + "n_ref": 2097 + }, + "13": { + "Dice": 0.7122748969407681, + "FN": 31841, + "FP": 10595, + "IoU": 0.5531265137634, + "TN": 149012538, + "TP": 52526, + "n_pred": 63121, + "n_ref": 84367 + }, + "14": { + "Dice": 0.9015254911638354, + "FN": 3563, + "FP": 15990, + "IoU": 0.8207067928403756, + "TN": 148998444, + "TP": 89503, + "n_pred": 105493, + "n_ref": 93066 + }, + "15": { + "Dice": 0.8317795732338927, + "FN": 5923, + "FP": 7069, + "IoU": 0.7120056747650293, + "TN": 149062388, + "TP": 32120, + "n_pred": 39189, + "n_ref": 38043 + }, + "2": { + "Dice": 0.9483136116509632, + "FN": 2812, + "FP": 13996, + "IoU": 0.9017076023391812, + "TN": 148936500, + "TP": 154192, + "n_pred": 168188, + "n_ref": 157004 + }, + "3": { + "Dice": 0.7576698442534908, + "FN": 14941, + "FP": 13937, + "IoU": 0.6098780108885076, + "TN": 149033477, + "TP": 45145, + "n_pred": 59082, + "n_ref": 60086 + }, + "4": { + "Dice": 0.918992590317503, + "FN": 1896, + "FP": 2324, + "IoU": 0.8501260787725965, + "TN": 149079343, + "TP": 23937, + "n_pred": 26261, + "n_ref": 25833 + }, + "5": { + "Dice": 0.3232039017069968, + "FN": 26824, + "FP": 2040, + "IoU": 0.19275086698735877, + "TN": 149071744, + "TP": 6892, + "n_pred": 8932, + "n_ref": 33716 + }, + "6": { + "Dice": 0.9705784659755284, + "FN": 27821, + "FP": 37549, + "IoU": 0.942838704938589, + "TN": 147963894, + "TP": 1078236, + "n_pred": 1115785, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.9204244883163764, + "FN": 31371, + "FP": 10778, + "IoU": 0.852579998670915, + "TN": 148821589, + "TP": 243762, + "n_pred": 254540, + "n_ref": 275133 + }, + "8": { + "Dice": 0.9500816167897396, + "FN": 15168, + "FP": 7309, + "IoU": 0.9049099739398246, + "TN": 148871124, + "TP": 213899, + "n_pred": 221208, + "n_ref": 229067 + }, + "9": { + "Dice": 0.8790547024952016, + "FN": 14209, + "FP": 5955, + "IoU": 0.7842083859506431, + "TN": 149014058, + "TP": 73278, + "n_pred": 79233, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7845542595860069, + "FN": 140710, + "FP": 64914, + "IoU": 0.6454868642007662, + "TN": 100132782, + "TP": 374394, + "n_pred": 439308, + "n_ref": 515104 + }, + "10": { + "Dice": 0.49191334268484216, + "FN": 17956, + "FP": 24423, + "IoU": 0.3261837377174293, + "TN": 100649906, + "TP": 20515, + "n_pred": 44938, + "n_ref": 38471 + }, + "11": { + "Dice": 0.4081988661142608, + "FN": 2077, + "FP": 1994, + "IoU": 0.25643835616438354, + "TN": 100707325, + "TP": 1404, + "n_pred": 3398, + "n_ref": 3481 + }, + "12": { + "Dice": 0.6023653860280614, + "FN": 1773, + "FP": 3640, + "IoU": 0.430989172711027, + "TN": 100703287, + "TP": 4100, + "n_pred": 7740, + "n_ref": 5873 + }, + "13": { + "Dice": 0.0070692965613545124, + "FN": 38993, + "FP": 6515, + "IoU": 0.00354718633676374, + "TN": 100667130, + "TP": 162, + "n_pred": 6677, + "n_ref": 39155 + }, + "14": { + "Dice": 0.6010870776430968, + "FN": 81073, + "FP": 15584, + "IoU": 0.4296815534668012, + "TN": 100543321, + "TP": 72822, + "n_pred": 88406, + "n_ref": 153895 + }, + "15": { + "Dice": 0.8632379692409459, + "FN": 6526, + "FP": 21592, + "IoU": 0.7593831830084375, + "TN": 100595942, + "TP": 88740, + "n_pred": 110332, + "n_ref": 95266 + }, + "2": { + "Dice": 0.12594532748097384, + "FN": 217360, + "FP": 1887, + "IoU": 0.06720472424194722, + "TN": 100477757, + "TP": 15796, + "n_pred": 17683, + "n_ref": 233156 + }, + "3": { + "Dice": 0.6441437852414807, + "FN": 13748, + "FP": 218498, + "IoU": 0.47508266601573534, + "TN": 100270357, + "TP": 210197, + "n_pred": 428695, + "n_ref": 223945 + }, + "4": { + "Dice": 0.7355875158307454, + "FN": 15252, + "FP": 15230, + "IoU": 0.5817623007052496, + "TN": 100639918, + "TP": 42400, + "n_pred": 57630, + "n_ref": 57652 + }, + "5": { + "Dice": 0.2423658313888607, + "FN": 14084, + "FP": 852, + "IoU": 0.1378932178932179, + "TN": 100695475, + "TP": 2389, + "n_pred": 3241, + "n_ref": 16473 + }, + "6": { + "Dice": 0.6545819257666957, + "FN": 939209, + "FP": 262744, + "IoU": 0.48652678175125136, + "TN": 98371971, + "TP": 1138876, + "n_pred": 1401620, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.6323059833334016, + "FN": 18040, + "FP": 161366, + "IoU": 0.4623153831399252, + "TN": 100379136, + "TP": 154258, + "n_pred": 315624, + "n_ref": 172298 + }, + "8": { + "Dice": 0.9274167897038088, + "FN": 8324, + "FP": 6965, + "IoU": 0.864657194706325, + "TN": 100599835, + "TP": 97676, + "n_pred": 104641, + "n_ref": 106000 + }, + "9": { + "Dice": 0.7795797096963882, + "FN": 26288, + "FP": 16444, + "IoU": 0.6387797022798164, + "TN": 100594501, + "TP": 75567, + "n_pred": 92011, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.950102420057159, + "FN": 375, + "FP": 7761, + "IoU": 0.9049477189088148, + "TN": 78865105, + "TP": 77459, + "n_pred": 85220, + "n_ref": 77834 + }, + "10": { + "Dice": 0.6116604893653015, + "FN": 19058, + "FP": 6193, + "IoU": 0.4405698207678844, + "TN": 78905563, + "TP": 19886, + "n_pred": 26079, + "n_ref": 38944 + }, + "11": { + "Dice": 0.20762009939260076, + "FN": 992, + "FP": 1878, + "IoU": 0.11583487369069624, + "TN": 78947454, + "TP": 376, + "n_pred": 2254, + "n_ref": 1368 + }, + "12": { + "Dice": 0.04356132976690867, + "FN": 2503, + "FP": 0, + "IoU": 0.022265625, + "TN": 78948140, + "TP": 57, + "n_pred": 57, + "n_ref": 2560 + }, + "13": { + "Dice": 0.4037129433814125, + "FN": 43465, + "FP": 3622, + "IoU": 0.2529074840941184, + "TN": 78887673, + "TP": 15940, + "n_pred": 19562, + "n_ref": 59405 + }, + "14": { + "Dice": 0.3833098414782491, + "FN": 17343, + "FP": 14596, + "IoU": 0.237095425773319, + "TN": 78908835, + "TP": 9926, + "n_pred": 24522, + "n_ref": 27269 + }, + "15": { + "Dice": 0.9081898032288139, + "FN": 3595, + "FP": 7631, + "IoU": 0.8318202247191011, + "TN": 78883950, + "TP": 55524, + "n_pred": 63155, + "n_ref": 59119 + }, + "2": { + "Dice": 0.9053465765004226, + "FN": 14439, + "FP": 3477, + "IoU": 0.827062298499971, + "TN": 78847102, + "TP": 85682, + "n_pred": 89159, + "n_ref": 100121 + }, + "3": { + "Dice": 0.9328645142596039, + "FN": 972, + "FP": 11076, + "IoU": 0.8741762660177749, + "TN": 78854947, + "TP": 83705, + "n_pred": 94781, + "n_ref": 84677 + }, + "4": { + "Dice": 0.8788594791196538, + "FN": 576, + "FP": 3987, + "IoU": 0.7838977030547004, + "TN": 78929585, + "TP": 16552, + "n_pred": 20539, + "n_ref": 17128 + }, + "5": { + "Dice": 0.4325877795826565, + "FN": 24412, + "FP": 2834, + "IoU": 0.27598852040816324, + "TN": 78913068, + "TP": 10386, + "n_pred": 13220, + "n_ref": 34798 + }, + "6": { + "Dice": 0.9535698843745205, + "FN": 23407, + "FP": 43171, + "IoU": 0.9112599782208544, + "TN": 78200441, + "TP": 683681, + "n_pred": 726852, + "n_ref": 707088 + }, + "7": { + "Dice": 0.6216945444097789, + "FN": 383554, + "FP": 27260, + "IoU": 0.45105715999909135, + "TN": 78202327, + "TP": 337559, + "n_pred": 364819, + "n_ref": 721113 + }, + "8": { + "Dice": 0.8592226097488587, + "FN": 80688, + "FP": 1371, + "IoU": 0.7531904270645665, + "TN": 78618221, + "TP": 250420, + "n_pred": 251791, + "n_ref": 331108 + }, + "9": { + "Dice": 0.6997417338902528, + "FN": 24129, + "FP": 4122, + "IoU": 0.538155958803335, + "TN": 78889530, + "TP": 32919, + "n_pred": 37041, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9798663609874025, + "FN": 3097, + "FP": 2866, + "IoU": 0.9605274480859486, + "TN": 104853373, + "TP": 145104, + "n_pred": 147970, + "n_ref": 148201 + }, + "10": { + "Dice": 0.8609345236729167, + "FN": 12207, + "FP": 12031, + "IoU": 0.7558253160731375, + "TN": 104905175, + "TP": 75027, + "n_pred": 87058, + "n_ref": 87234 + }, + "11": { + "Dice": 0.8390583713668028, + "FN": 838, + "FP": 502, + "IoU": 0.7227394992758122, + "TN": 104999607, + "TP": 3493, + "n_pred": 3995, + "n_ref": 4331 + }, + "12": { + "Dice": 0.7027312032057366, + "FN": 1501, + "FP": 1318, + "IoU": 0.5417005364981304, + "TN": 104998289, + "TP": 3332, + "n_pred": 4650, + "n_ref": 4833 + }, + "13": { + "Dice": 0.8531993411588099, + "FN": 16435, + "FP": 4688, + "IoU": 0.7439822558359392, + "TN": 104921934, + "TP": 61383, + "n_pred": 66071, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9412714179289794, + "FN": 1853, + "FP": 6661, + "IoU": 0.8890582854462297, + "TN": 104927697, + "TP": 68229, + "n_pred": 74890, + "n_ref": 70082 + }, + "15": { + "Dice": 0.8930287544809702, + "FN": 943, + "FP": 4667, + "IoU": 0.8067316636235229, + "TN": 104975413, + "TP": 23417, + "n_pred": 28084, + "n_ref": 24360 + }, + "2": { + "Dice": 0.8587662176597624, + "FN": 40917, + "FP": 1788, + "IoU": 0.7524893067034508, + "TN": 104831902, + "TP": 129833, + "n_pred": 131621, + "n_ref": 170750 + }, + "3": { + "Dice": 0.8853537185646579, + "FN": 3445, + "FP": 35428, + "IoU": 0.794291187536712, + "TN": 104815469, + "TP": 150098, + "n_pred": 185526, + "n_ref": 153543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 589, + "IoU": 0.0, + "TN": 105003851, + "TP": 0, + "n_pred": 589, + "n_ref": 0 + }, + "5": { + "Dice": 0.6421963493829826, + "FN": 10747, + "FP": 10796, + "IoU": 0.4729670222135238, + "TN": 104963564, + "TP": 19333, + "n_pred": 30129, + "n_ref": 30080 + }, + "6": { + "Dice": 0.97909853524661, + "FN": 20048, + "FP": 31862, + "IoU": 0.9590529243516385, + "TN": 103736706, + "TP": 1215824, + "n_pred": 1247686, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.8979233197796671, + "FN": 7825, + "FP": 42710, + "IoU": 0.8147557569226032, + "TN": 104731638, + "TP": 222267, + "n_pred": 264977, + "n_ref": 230092 + }, + "8": { + "Dice": 0.9475907893359142, + "FN": 31325, + "FP": 5715, + "IoU": 0.9004014595596045, + "TN": 104632547, + "TP": 334853, + "n_pred": 340568, + "n_ref": 366178 + }, + "9": { + "Dice": 0.9302452901078847, + "FN": 6897, + "FP": 6099, + "IoU": 0.8695874685157496, + "TN": 104904787, + "TP": 86657, + "n_pred": 92756, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9756699973126817, + "FN": 18749, + "FP": 1169, + "IoU": 0.9524957726055299, + "TN": 177256999, + "TP": 399371, + "n_pred": 400540, + "n_ref": 418120 + }, + "10": { + "Dice": 0.4729436313904633, + "FN": 46803, + "FP": 9270, + "IoU": 0.30970934741662665, + "TN": 177595057, + "TP": 25158, + "n_pred": 34428, + "n_ref": 71961 + }, + "11": { + "Dice": 0.7385659141420049, + "FN": 1586, + "FP": 649, + "IoU": 0.5854970326409495, + "TN": 177670896, + "TP": 3157, + "n_pred": 3806, + "n_ref": 4743 + }, + "12": { + "Dice": 0.7397045876944146, + "FN": 1417, + "FP": 1244, + "IoU": 0.5869295249922384, + "TN": 177669846, + "TP": 3781, + "n_pred": 5025, + "n_ref": 5198 + }, + "13": { + "Dice": 0.8542237216830689, + "FN": 14544, + "FP": 6801, + "IoU": 0.7455414620189786, + "TN": 177592404, + "TP": 62539, + "n_pred": 69340, + "n_ref": 77083 + }, + "14": { + "Dice": 0.941595929605522, + "FN": 2035, + "FP": 7171, + "IoU": 0.8896374796202168, + "TN": 177592872, + "TP": 74210, + "n_pred": 81381, + "n_ref": 76245 + }, + "15": { + "Dice": 0.809075750357313, + "FN": 2790, + "FP": 6828, + "IoU": 0.6793679367936794, + "TN": 177646291, + "TP": 20379, + "n_pred": 27207, + "n_ref": 23169 + }, + "2": { + "Dice": 0.943549587856095, + "FN": 21086, + "FP": 2041, + "IoU": 0.8931319227196902, + "TN": 177459881, + "TP": 193280, + "n_pred": 195321, + "n_ref": 214366 + }, + "3": { + "Dice": 0.9480706168811754, + "FN": 8857, + "FP": 12854, + "IoU": 0.901268309542108, + "TN": 177456389, + "TP": 198188, + "n_pred": 211042, + "n_ref": 207045 + }, + "4": { + "Dice": 0.8305046570478424, + "FN": 3091, + "FP": 9702, + "IoU": 0.7101393451908916, + "TN": 177632153, + "TP": 31342, + "n_pred": 41044, + "n_ref": 34433 + }, + "5": { + "Dice": 0.7219675833665471, + "FN": 9444, + "FP": 7298, + "IoU": 0.5649055328880688, + "TN": 177637809, + "TP": 21737, + "n_pred": 29035, + "n_ref": 31181 + }, + "6": { + "Dice": 0.9587539205327662, + "FN": 107334, + "FP": 38783, + "IoU": 0.9207755394606857, + "TN": 175831946, + "TP": 1698225, + "n_pred": 1737008, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.8701511444245872, + "FN": 12025, + "FP": 94272, + "IoU": 0.7701482726036254, + "TN": 177213829, + "TP": 356162, + "n_pred": 450434, + "n_ref": 368187 + }, + "8": { + "Dice": 0.8910643804902975, + "FN": 12853, + "FP": 32770, + "IoU": 0.8035312103007989, + "TN": 177444073, + "TP": 186592, + "n_pred": 219362, + "n_ref": 199445 + }, + "9": { + "Dice": 0.9362647870699283, + "FN": 9897, + "FP": 7166, + "IoU": 0.8801671465692815, + "TN": 177533898, + "TP": 125327, + "n_pred": 132493, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9677338308324736, + "FN": 6029, + "FP": 6043, + "IoU": 0.9374847880686673, + "TN": 193812430, + "TP": 181033, + "n_pred": 187076, + "n_ref": 187062 + }, + "10": { + "Dice": 0.8754393494727807, + "FN": 11577, + "FP": 9899, + "IoU": 0.7784723296714632, + "TN": 193908590, + "TP": 75469, + "n_pred": 85368, + "n_ref": 87046 + }, + "11": { + "Dice": 0.6834170854271356, + "FN": 1412, + "FP": 163, + "IoU": 0.5190839694656488, + "TN": 194002260, + "TP": 1700, + "n_pred": 1863, + "n_ref": 3112 + }, + "12": { + "Dice": 0.7736794756458039, + "FN": 940, + "FP": 821, + "IoU": 0.6308949905680151, + "TN": 194000764, + "TP": 3010, + "n_pred": 3831, + "n_ref": 3950 + }, + "13": { + "Dice": 0.7613945411055408, + "FN": 20403, + "FP": 8725, + "IoU": 0.6147191873230867, + "TN": 193929933, + "TP": 46474, + "n_pred": 55199, + "n_ref": 66877 + }, + "14": { + "Dice": 0.8628035668205407, + "FN": 672, + "FP": 23253, + "IoU": 0.7587111088699511, + "TN": 193906380, + "TP": 75230, + "n_pred": 98483, + "n_ref": 75902 + }, + "15": { + "Dice": 0.7625852681011275, + "FN": 2129, + "FP": 9600, + "IoU": 0.6162729830530655, + "TN": 193974969, + "TP": 18837, + "n_pred": 28437, + "n_ref": 20966 + }, + "2": { + "Dice": 0.9656801763851793, + "FN": 4218, + "FP": 5355, + "IoU": 0.9336378887240562, + "TN": 193861281, + "TP": 134681, + "n_pred": 140036, + "n_ref": 138899 + }, + "3": { + "Dice": 0.9636492068951489, + "FN": 4273, + "FP": 5556, + "IoU": 0.929848477278729, + "TN": 193865424, + "TP": 130282, + "n_pred": 135838, + "n_ref": 134555 + }, + "4": { + "Dice": 0.8822366813972596, + "FN": 1165, + "FP": 4138, + "IoU": 0.7892875591051774, + "TN": 193980368, + "TP": 19864, + "n_pred": 24002, + "n_ref": 21029 + }, + "5": { + "Dice": 0.553545252753696, + "FN": 14053, + "FP": 7267, + "IoU": 0.3826910270145062, + "TN": 193970998, + "TP": 13217, + "n_pred": 20484, + "n_ref": 27270 + }, + "6": { + "Dice": 0.9569404202048363, + "FN": 31419, + "FP": 90413, + "IoU": 0.9174360110788307, + "TN": 192529928, + "TP": 1353775, + "n_pred": 1444188, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.945478702520016, + "FN": 20959, + "FP": 13757, + "IoU": 0.8965951705095478, + "TN": 193669806, + "TP": 301013, + "n_pred": 314770, + "n_ref": 321972 + }, + "8": { + "Dice": 0.9445777069529481, + "FN": 16158, + "FP": 10274, + "IoU": 0.8949760803572847, + "TN": 193753859, + "TP": 225244, + "n_pred": 235518, + "n_ref": 241402 + }, + "9": { + "Dice": 0.8479302638454953, + "FN": 22155, + "FP": 5199, + "IoU": 0.7360060222359481, + "TN": 193901919, + "TP": 76262, + "n_pred": 81461, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9644915316057552, + "FN": 2069, + "FP": 6206, + "IoU": 0.9314182945325256, + "TN": 99535141, + "TP": 112384, + "n_pred": 118590, + "n_ref": 114453 + }, + "10": { + "Dice": 0.8596416029357578, + "FN": 14527, + "FP": 4138, + "IoU": 0.7538345884494151, + "TN": 99579977, + "TP": 57158, + "n_pred": 61296, + "n_ref": 71685 + }, + "11": { + "Dice": 0.6901114206128134, + "FN": 1660, + "FP": 120, + "IoU": 0.5268474215842637, + "TN": 99652038, + "TP": 1982, + "n_pred": 2102, + "n_ref": 3642 + }, + "12": { + "Dice": 0.566052842273819, + "FN": 2154, + "FP": 14, + "IoU": 0.39475153545505304, + "TN": 99652218, + "TP": 1414, + "n_pred": 1428, + "n_ref": 3568 + }, + "13": { + "Dice": 0.7222188941472474, + "FN": 15291, + "FP": 7894, + "IoU": 0.5652133145804031, + "TN": 99602475, + "TP": 30140, + "n_pred": 38034, + "n_ref": 45431 + }, + "14": { + "Dice": 0.7384097950909363, + "FN": 22086, + "FP": 625, + "IoU": 0.5853008308226056, + "TN": 99601035, + "TP": 32054, + "n_pred": 32679, + "n_ref": 54140 + }, + "15": { + "Dice": 0.7416940842526288, + "FN": 14953, + "FP": 1063, + "IoU": 0.5894386054857729, + "TN": 99616790, + "TP": 22994, + "n_pred": 24057, + "n_ref": 37947 + }, + "2": { + "Dice": 0.9604566911845428, + "FN": 5392, + "FP": 3613, + "IoU": 0.923921767414354, + "TN": 99537435, + "TP": 109360, + "n_pred": 112973, + "n_ref": 114752 + }, + "3": { + "Dice": 0.962693069948974, + "FN": 5043, + "FP": 4162, + "IoU": 0.9280696407779888, + "TN": 99527829, + "TP": 118766, + "n_pred": 122928, + "n_ref": 123809 + }, + "4": { + "Dice": 0.879300323821649, + "FN": 3021, + "FP": 1340, + "IoU": 0.784599427047318, + "TN": 99635554, + "TP": 15885, + "n_pred": 17225, + "n_ref": 18906 + }, + "5": { + "Dice": 0.8221763085399449, + "FN": 997, + "FP": 1585, + "IoU": 0.6980470120453748, + "TN": 99647249, + "TP": 5969, + "n_pred": 7554, + "n_ref": 6966 + }, + "6": { + "Dice": 0.9686340409073665, + "FN": 43041, + "FP": 41868, + "IoU": 0.939175888410689, + "TN": 98259824, + "TP": 1311067, + "n_pred": 1352935, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.9121444062868762, + "FN": 11991, + "FP": 17864, + "IoU": 0.838479308796399, + "TN": 99470963, + "TP": 154982, + "n_pred": 172846, + "n_ref": 166973 + }, + "8": { + "Dice": 0.9579201259298753, + "FN": 6598, + "FP": 1689, + "IoU": 0.9192386781144322, + "TN": 99553189, + "TP": 94324, + "n_pred": 96013, + "n_ref": 100922 + }, + "9": { + "Dice": 0.9266998805591125, + "FN": 9413, + "FP": 4211, + "IoU": 0.8634116998345782, + "TN": 99556055, + "TP": 86121, + "n_pred": 90332, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9624332636753057, + "FN": 31040, + "FP": 1426, + "IoU": 0.9275868529521974, + "TN": 62635176, + "TP": 415878, + "n_pred": 417304, + "n_ref": 446918 + }, + "10": { + "Dice": 0.8707947201781144, + "FN": 10613, + "FP": 7261, + "IoU": 0.7711571454177656, + "TN": 63005414, + "TP": 60232, + "n_pred": 67493, + "n_ref": 70845 + }, + "11": { + "Dice": 0.7129704409626878, + "FN": 1338, + "FP": 439, + "IoU": 0.5539658634538153, + "TN": 63079536, + "TP": 2207, + "n_pred": 2646, + "n_ref": 3545 + }, + "12": { + "Dice": 0.6932631886599445, + "FN": 1130, + "FP": 969, + "IoU": 0.5305300827555357, + "TN": 63079049, + "TP": 2372, + "n_pred": 3341, + "n_ref": 3502 + }, + "13": { + "Dice": 0.6975761819783596, + "FN": 14774, + "FP": 12002, + "IoU": 0.5355984529198536, + "TN": 63025863, + "TP": 30881, + "n_pred": 42883, + "n_ref": 45655 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 63083520, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 63083520, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9771700832799487, + "FN": 1943, + "FP": 3759, + "IoU": 0.9553593097995006, + "TN": 62955789, + "TP": 122029, + "n_pred": 125788, + "n_ref": 123972 + }, + "3": { + "Dice": 0.9807914601127997, + "FN": 1164, + "FP": 3788, + "IoU": 0.9623069487048722, + "TN": 62952143, + "TP": 126425, + "n_pred": 130213, + "n_ref": 127589 + }, + "4": { + "Dice": 0.39010845986984816, + "FN": 13533, + "FP": 525, + "IoU": 0.24231971542524522, + "TN": 63064966, + "TP": 4496, + "n_pred": 5021, + "n_ref": 18029 + }, + "5": { + "Dice": 0.5838249570607125, + "FN": 9136, + "FP": 2010, + "IoU": 0.41225479856570346, + "TN": 63064556, + "TP": 7818, + "n_pred": 9828, + "n_ref": 16954 + }, + "6": { + "Dice": 0.9227825109097484, + "FN": 143322, + "FP": 21751, + "IoU": 0.856635285126192, + "TN": 61932100, + "TP": 986347, + "n_pred": 1008098, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.856843352627501, + "FN": 6257, + "FP": 43999, + "IoU": 0.7495415038673152, + "TN": 62882864, + "TP": 150400, + "n_pred": 194399, + "n_ref": 156657 + }, + "8": { + "Dice": 0.9179943679008146, + "FN": 14814, + "FP": 2542, + "IoU": 0.8484192139737992, + "TN": 62969020, + "TP": 97144, + "n_pred": 99686, + "n_ref": 111958 + }, + "9": { + "Dice": 0.9025014049615212, + "FN": 3544, + "FP": 4957, + "IoU": 0.8223257952597919, + "TN": 63035674, + "TP": 39345, + "n_pred": 44302, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9760416497721265, + "FN": 11591, + "FP": 3181, + "IoU": 0.9532044438671908, + "TN": 109293147, + "TP": 300899, + "n_pred": 304080, + "n_ref": 312490 + }, + "10": { + "Dice": 0.642137026960178, + "FN": 23024, + "FP": 49318, + "IoU": 0.47290267111609813, + "TN": 109471572, + "TP": 64904, + "n_pred": 114222, + "n_ref": 87928 + }, + "11": { + "Dice": 0.7233683194595246, + "FN": 1468, + "FP": 825, + "IoU": 0.5666225666225666, + "TN": 109603527, + "TP": 2998, + "n_pred": 3823, + "n_ref": 4466 + }, + "12": { + "Dice": 0.7524031459364987, + "FN": 1498, + "FP": 202, + "IoU": 0.6030819519028718, + "TN": 109604535, + "TP": 2583, + "n_pred": 2785, + "n_ref": 4081 + }, + "13": { + "Dice": 0.41482445877354257, + "FN": 57201, + "FP": 9320, + "IoU": 0.26168991886702403, + "TN": 109518719, + "TP": 23578, + "n_pred": 32898, + "n_ref": 80779 + }, + "14": { + "Dice": 0.5302638255967603, + "FN": 44146, + "FP": 49347, + "IoU": 0.360788442736714, + "TN": 109462555, + "TP": 52770, + "n_pred": 102117, + "n_ref": 96916 + }, + "15": { + "Dice": 0.8795550900294279, + "FN": 15370, + "FP": 8778, + "IoU": 0.7850052083797042, + "TN": 109496499, + "TP": 88171, + "n_pred": 96949, + "n_ref": 103541 + }, + "2": { + "Dice": 0.7573109581758882, + "FN": 82287, + "FP": 2170, + "IoU": 0.6094130813805606, + "TN": 109392587, + "TP": 131774, + "n_pred": 133944, + "n_ref": 214061 + }, + "3": { + "Dice": 0.8433378857840693, + "FN": 12273, + "FP": 74447, + "IoU": 0.7291134337496173, + "TN": 109288684, + "TP": 233414, + "n_pred": 307861, + "n_ref": 245687 + }, + "4": { + "Dice": 0.5297609901239052, + "FN": 31328, + "FP": 2335, + "IoU": 0.36032304038004753, + "TN": 109556193, + "TP": 18962, + "n_pred": 21297, + "n_ref": 50290 + }, + "5": { + "Dice": 0.5944587628865979, + "FN": 5939, + "FP": 355, + "IoU": 0.42293939671770425, + "TN": 109597911, + "TP": 4613, + "n_pred": 4968, + "n_ref": 10552 + }, + "6": { + "Dice": 0.9479183069532706, + "FN": 43503, + "FP": 89126, + "IoU": 0.9009930628183336, + "TN": 108269225, + "TP": 1206964, + "n_pred": 1296090, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.8533278895091407, + "FN": 288809, + "FP": 23728, + "IoU": 0.7441777659908848, + "TN": 108387122, + "TP": 909159, + "n_pred": 932887, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.9479601188657761, + "FN": 4085, + "FP": 5284, + "IoU": 0.9010686152351587, + "TN": 109514116, + "TP": 85333, + "n_pred": 90617, + "n_ref": 89418 + }, + "9": { + "Dice": 0.7380130293159609, + "FN": 9887, + "FP": 22285, + "IoU": 0.5848024159202952, + "TN": 109531332, + "TP": 45314, + "n_pred": 67599, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9085221212169455, + "FN": 1709, + "FP": 9783, + "IoU": 0.8323779518371038, + "TN": 66998793, + "TP": 57067, + "n_pred": 66850, + "n_ref": 58776 + }, + "10": { + "Dice": 0.6472545880951495, + "FN": 35328, + "FP": 12051, + "IoU": 0.47847479828723016, + "TN": 66976505, + "TP": 43468, + "n_pred": 55519, + "n_ref": 78796 + }, + "11": { + "Dice": 0.2755054066760696, + "FN": 2540, + "FP": 542, + "IoU": 0.15976008724100327, + "TN": 67063684, + "TP": 586, + "n_pred": 1128, + "n_ref": 3126 + }, + "12": { + "Dice": 0.3175836030204962, + "FN": 2575, + "FP": 588, + "IoU": 0.18876635034624262, + "TN": 67063453, + "TP": 736, + "n_pred": 1324, + "n_ref": 3311 + }, + "13": { + "Dice": 0.4895800933125972, + "FN": 21684, + "FP": 12777, + "IoU": 0.3241350906095552, + "TN": 67016364, + "TP": 16527, + "n_pred": 29304, + "n_ref": 38211 + }, + "14": { + "Dice": 0.8646022991560901, + "FN": 10419, + "FP": 9957, + "IoU": 0.7614973136844077, + "TN": 66981919, + "TP": 65057, + "n_pred": 75014, + "n_ref": 75476 + }, + "15": { + "Dice": 0.2246325222999288, + "FN": 23316, + "FP": 32229, + "IoU": 0.12652733877435487, + "TN": 67003761, + "TP": 8046, + "n_pred": 40275, + "n_ref": 31362 + }, + "2": { + "Dice": 0.9693809962784663, + "FN": 4077, + "FP": 4891, + "IoU": 0.9405813329446296, + "TN": 66916423, + "TP": 141961, + "n_pred": 146852, + "n_ref": 146038 + }, + "3": { + "Dice": 0.9664637208134572, + "FN": 6393, + "FP": 4293, + "IoU": 0.9351038181012128, + "TN": 66902689, + "TP": 153977, + "n_pred": 158270, + "n_ref": 160370 + }, + "4": { + "Dice": 0.0, + "FN": 13039, + "FP": 0, + "IoU": 0.0, + "TN": 67054313, + "TP": 0, + "n_pred": 0, + "n_ref": 13039 + }, + "5": { + "Dice": 0.6813440077632217, + "FN": 3304, + "FP": 1950, + "IoU": 0.5166957961549076, + "TN": 67056481, + "TP": 5617, + "n_pred": 7567, + "n_ref": 8921 + }, + "6": { + "Dice": 0.9661281665150815, + "FN": 43106, + "FP": 29590, + "IoU": 0.9344757592036429, + "TN": 65957900, + "TP": 1036756, + "n_pred": 1066346, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.8161908884036017, + "FN": 102693, + "FP": 9421, + "IoU": 0.6894615697820963, + "TN": 66706321, + "TP": 248917, + "n_pred": 258338, + "n_ref": 351610 + }, + "8": { + "Dice": 0.8968351170377153, + "FN": 7362, + "FP": 10664, + "IoU": 0.8129656145593392, + "TN": 66970974, + "TP": 78352, + "n_pred": 89016, + "n_ref": 85714 + }, + "9": { + "Dice": 0.9128952001091327, + "FN": 7078, + "FP": 6331, + "IoU": 0.8397490289811772, + "TN": 66983677, + "TP": 70266, + "n_pred": 76597, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7866044549465661, + "FN": 62375, + "FP": 1563, + "IoU": 0.6482671360985807, + "TN": 74337500, + "TP": 117842, + "n_pred": 119405, + "n_ref": 180217 + }, + "10": { + "Dice": 0.7329637788451121, + "FN": 15556, + "FP": 14022, + "IoU": 0.5784868392925853, + "TN": 74449109, + "TP": 40593, + "n_pred": 54615, + "n_ref": 56149 + }, + "11": { + "Dice": 0.5277267719427102, + "FN": 1950, + "FP": 622, + "IoU": 0.35844350212022946, + "TN": 74515271, + "TP": 1437, + "n_pred": 2059, + "n_ref": 3387 + }, + "12": { + "Dice": 0.46364242828552366, + "FN": 1506, + "FP": 102, + "IoU": 0.3017802865827182, + "TN": 74516977, + "TP": 695, + "n_pred": 797, + "n_ref": 2201 + }, + "13": { + "Dice": 0.5067053113426725, + "FN": 20862, + "FP": 22028, + "IoU": 0.33932037339412796, + "TN": 74454362, + "TP": 22028, + "n_pred": 44056, + "n_ref": 42890 + }, + "14": { + "Dice": 0.6923749658376606, + "FN": 6591, + "FP": 15921, + "IoU": 0.5294904485223425, + "TN": 74471434, + "TP": 25334, + "n_pred": 41255, + "n_ref": 31925 + }, + "15": { + "Dice": 0.8167920407668042, + "FN": 6797, + "FP": 3773, + "IoU": 0.6903199343724364, + "TN": 74485148, + "TP": 23562, + "n_pred": 27335, + "n_ref": 30359 + }, + "2": { + "Dice": 0.9580070283741932, + "FN": 3103, + "FP": 8978, + "IoU": 0.919398743044714, + "TN": 74369394, + "TP": 137805, + "n_pred": 146783, + "n_ref": 140908 + }, + "3": { + "Dice": 0.9645029019030935, + "FN": 6158, + "FP": 4845, + "IoU": 0.9314395025111225, + "TN": 74358794, + "TP": 149483, + "n_pred": 154328, + "n_ref": 155641 + }, + "4": { + "Dice": 0.4656769728764371, + "FN": 9106, + "FP": 468, + "IoU": 0.3035064746107959, + "TN": 74505534, + "TP": 4172, + "n_pred": 4640, + "n_ref": 13278 + }, + "5": { + "Dice": 0.6430623973727422, + "FN": 3888, + "FP": 3068, + "IoU": 0.47390712448948724, + "TN": 74506058, + "TP": 6266, + "n_pred": 9334, + "n_ref": 10154 + }, + "6": { + "Dice": 0.9560024722759655, + "FN": 63049, + "FP": 78966, + "IoU": 0.9157133488238209, + "TN": 72834375, + "TP": 1542890, + "n_pred": 1621856, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.7282276816557586, + "FN": 69165, + "FP": 4001, + "IoU": 0.5726085331090238, + "TN": 74348088, + "TP": 98026, + "n_pred": 102027, + "n_ref": 167191 + }, + "8": { + "Dice": 0.9575341188174216, + "FN": 2777, + "FP": 2687, + "IoU": 0.9185280171771091, + "TN": 74452214, + "TP": 61602, + "n_pred": 64289, + "n_ref": 64379 + }, + "9": { + "Dice": 0.9030738544768983, + "FN": 10229, + "FP": 7508, + "IoU": 0.8232768068867944, + "TN": 74418914, + "TP": 82629, + "n_pred": 90137, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9564073564978338, + "FN": 8085, + "FP": 16969, + "IoU": 0.9164565910394409, + "TN": 65751288, + "TP": 274838, + "n_pred": 291807, + "n_ref": 282923 + }, + "10": { + "Dice": 0.655098938506113, + "FN": 33112, + "FP": 19980, + "IoU": 0.4870982388685479, + "TN": 65947667, + "TP": 50421, + "n_pred": 70401, + "n_ref": 83533 + }, + "11": { + "Dice": 0.6983081299595748, + "FN": 1305, + "FP": 710, + "IoU": 0.5364619277662755, + "TN": 66046833, + "TP": 2332, + "n_pred": 3042, + "n_ref": 3637 + }, + "12": { + "Dice": 0.582392776523702, + "FN": 1478, + "FP": 742, + "IoU": 0.410828025477707, + "TN": 66047412, + "TP": 1548, + "n_pred": 2290, + "n_ref": 3026 + }, + "13": { + "Dice": 0.7488354837379941, + "FN": 11294, + "FP": 13078, + "IoU": 0.5985108065366368, + "TN": 65990476, + "TP": 36332, + "n_pred": 49410, + "n_ref": 47626 + }, + "14": { + "Dice": 0.8972569964342497, + "FN": 542, + "FP": 12770, + "IoU": 0.8136592057559596, + "TN": 65979741, + "TP": 58127, + "n_pred": 70897, + "n_ref": 58669 + }, + "15": { + "Dice": 0.8013876843018214, + "FN": 5192, + "FP": 4426, + "IoU": 0.6685962373371924, + "TN": 66022158, + "TP": 19404, + "n_pred": 23830, + "n_ref": 24596 + }, + "2": { + "Dice": 0.9134666430720226, + "FN": 20061, + "FP": 3411, + "IoU": 0.8407166123778501, + "TN": 65903820, + "TP": 123888, + "n_pred": 127299, + "n_ref": 143949 + }, + "3": { + "Dice": 0.9167473703827036, + "FN": 6788, + "FP": 20463, + "IoU": 0.8462913869930622, + "TN": 65873890, + "TP": 150039, + "n_pred": 170502, + "n_ref": 156827 + }, + "4": { + "Dice": 0.8921897289586306, + "FN": 4511, + "FP": 1535, + "IoU": 0.8053632939510028, + "TN": 66020117, + "TP": 25017, + "n_pred": 26552, + "n_ref": 29528 + }, + "5": { + "Dice": 0.8441182772659096, + "FN": 2100, + "FP": 810, + "IoU": 0.7302808415979238, + "TN": 66040391, + "TP": 7879, + "n_pred": 8689, + "n_ref": 9979 + }, + "6": { + "Dice": 0.9629533590696093, + "FN": 31946, + "FP": 44346, + "IoU": 0.9285535684351591, + "TN": 64983359, + "TP": 991529, + "n_pred": 1035875, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.909069078108288, + "FN": 155064, + "FP": 9273, + "IoU": 0.8332966458883856, + "TN": 65065375, + "TP": 821468, + "n_pred": 830741, + "n_ref": 976532 + }, + "8": { + "Dice": 0.9615326915864483, + "FN": 4385, + "FP": 1769, + "IoU": 0.9259152250592895, + "TN": 65968113, + "TP": 76913, + "n_pred": 78682, + "n_ref": 81298 + }, + "9": { + "Dice": 0.9030821307678604, + "FN": 9257, + "FP": 3799, + "IoU": 0.823290563586162, + "TN": 65977296, + "TP": 60828, + "n_pred": 64627, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9804888507718696, + "FN": 2737, + "FP": 3269, + "IoU": 0.9617245005257623, + "TN": 113315625, + "TP": 150909, + "n_pred": 154178, + "n_ref": 153646 + }, + "10": { + "Dice": 0.8829886655004673, + "FN": 6870, + "FP": 12662, + "IoU": 0.7904921268288497, + "TN": 113379312, + "TP": 73696, + "n_pred": 86358, + "n_ref": 80566 + }, + "11": { + "Dice": 0.6478269343207952, + "FN": 1568, + "FP": 239, + "IoU": 0.47910060536177573, + "TN": 113469071, + "TP": 1662, + "n_pred": 1901, + "n_ref": 3230 + }, + "12": { + "Dice": 0.8125082814363324, + "FN": 1017, + "FP": 398, + "IoU": 0.6842222718143272, + "TN": 113468059, + "TP": 3066, + "n_pred": 3464, + "n_ref": 4083 + }, + "13": { + "Dice": 0.6610720406595355, + "FN": 26539, + "FP": 25076, + "IoU": 0.4937323446327684, + "TN": 113370588, + "TP": 50337, + "n_pred": 75413, + "n_ref": 76876 + }, + "14": { + "Dice": 0.9656572726171501, + "FN": 12485, + "FP": 5376, + "IoU": 0.9335950715876433, + "TN": 113203569, + "TP": 251110, + "n_pred": 256486, + "n_ref": 263595 + }, + "15": { + "Dice": 0.717668346401541, + "FN": 3440, + "FP": 11071, + "IoU": 0.559658918492444, + "TN": 113439586, + "TP": 18443, + "n_pred": 29514, + "n_ref": 21883 + }, + "2": { + "Dice": 0.9655243363444639, + "FN": 5080, + "FP": 3633, + "IoU": 0.9333465931258176, + "TN": 113341819, + "TP": 122008, + "n_pred": 125641, + "n_ref": 127088 + }, + "3": { + "Dice": 0.9712361847147932, + "FN": 2457, + "FP": 4523, + "IoU": 0.9440808184389095, + "TN": 113347717, + "TP": 117843, + "n_pred": 122366, + "n_ref": 120300 + }, + "4": { + "Dice": 0.830472669659361, + "FN": 2787, + "FP": 8769, + "IoU": 0.710092571686611, + "TN": 113432679, + "TP": 28305, + "n_pred": 37074, + "n_ref": 31092 + }, + "5": { + "Dice": 0.6595640631549532, + "FN": 13944, + "FP": 5548, + "IoU": 0.4920519101474957, + "TN": 113434166, + "TP": 18882, + "n_pred": 24430, + "n_ref": 32826 + }, + "6": { + "Dice": 0.9606046007676642, + "FN": 38948, + "FP": 51660, + "IoU": 0.9241955481784276, + "TN": 112277254, + "TP": 1104678, + "n_pred": 1156338, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.90993634514245, + "FN": 23900, + "FP": 14528, + "IoU": 0.834755237538271, + "TN": 113239988, + "TP": 194124, + "n_pred": 208652, + "n_ref": 218024 + }, + "8": { + "Dice": 0.9483993777144586, + "FN": 15532, + "FP": 6127, + "IoU": 0.9018627011205205, + "TN": 113251839, + "TP": 199042, + "n_pred": 205169, + "n_ref": 214574 + }, + "9": { + "Dice": 0.9065707466824148, + "FN": 13364, + "FP": 5779, + "IoU": 0.8291078219571855, + "TN": 113360522, + "TP": 92875, + "n_pred": 98654, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8401171639822225, + "FN": 2996, + "FP": 44274, + "IoU": 0.7243120924753006, + "TN": 75025266, + "TP": 124192, + "n_pred": 168466, + "n_ref": 127188 + }, + "10": { + "Dice": 0.857421082528605, + "FN": 20810, + "FP": 5545, + "IoU": 0.7504261363636363, + "TN": 75091128, + "TP": 79245, + "n_pred": 84790, + "n_ref": 100055 + }, + "11": { + "Dice": 0.6457304163726182, + "FN": 1714, + "FP": 294, + "IoU": 0.4768108389786347, + "TN": 75192890, + "TP": 1830, + "n_pred": 2124, + "n_ref": 3544 + }, + "12": { + "Dice": 0.5402946273830156, + "FN": 1859, + "FP": 263, + "IoU": 0.3701395072721876, + "TN": 75193359, + "TP": 1247, + "n_pred": 1510, + "n_ref": 3106 + }, + "13": { + "Dice": 0.6255384506743874, + "FN": 19827, + "FP": 22595, + "IoU": 0.4551152784021579, + "TN": 75118873, + "TP": 35433, + "n_pred": 58028, + "n_ref": 55260 + }, + "14": { + "Dice": 0.9474473970056326, + "FN": 6144, + "FP": 7935, + "IoU": 0.90014256229121, + "TN": 75055737, + "TP": 126912, + "n_pred": 134847, + "n_ref": 133056 + }, + "15": { + "Dice": 0.7169273891140487, + "FN": 26493, + "FP": 10874, + "IoU": 0.5587582363082446, + "TN": 75112042, + "TP": 47319, + "n_pred": 58193, + "n_ref": 73812 + }, + "2": { + "Dice": 0.951312152362415, + "FN": 5553, + "FP": 8855, + "IoU": 0.9071452048438134, + "TN": 75041561, + "TP": 140759, + "n_pred": 149614, + "n_ref": 146312 + }, + "3": { + "Dice": 0.9526657694927645, + "FN": 4165, + "FP": 10080, + "IoU": 0.9096100764618167, + "TN": 75039133, + "TP": 143350, + "n_pred": 153430, + "n_ref": 147515 + }, + "4": { + "Dice": 0.9144037090427397, + "FN": 1493, + "FP": 2901, + "IoU": 0.842305483778352, + "TN": 75168864, + "TP": 23470, + "n_pred": 26371, + "n_ref": 24963 + }, + "5": { + "Dice": 0.818954018954019, + "FN": 1868, + "FP": 711, + "IoU": 0.6934141702330004, + "TN": 75188316, + "TP": 5833, + "n_pred": 6544, + "n_ref": 7701 + }, + "6": { + "Dice": 0.9697862044958014, + "FN": 25179, + "FP": 51547, + "IoU": 0.9413446109224123, + "TN": 73888647, + "TP": 1231355, + "n_pred": 1282902, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.910595152723062, + "FN": 5154, + "FP": 23645, + "IoU": 0.835864788925048, + "TN": 75021269, + "TP": 146660, + "n_pred": 170305, + "n_ref": 151814 + }, + "8": { + "Dice": 0.9431333349586757, + "FN": 7370, + "FP": 1960, + "IoU": 0.8923863020334721, + "TN": 75110029, + "TP": 77369, + "n_pred": 79329, + "n_ref": 84739 + }, + "9": { + "Dice": 0.8277155686920934, + "FN": 11704, + "FP": 15575, + "IoU": 0.7060705973622964, + "TN": 75103920, + "TP": 65529, + "n_pred": 81104, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9766443202546794, + "FN": 5702, + "FP": 4349, + "IoU": 0.95435471711823, + "TN": 86707674, + "TP": 210147, + "n_pred": 214496, + "n_ref": 215849 + }, + "10": { + "Dice": 0.7106129137987545, + "FN": 14626, + "FP": 29520, + "IoU": 0.5511245780290397, + "TN": 86829524, + "TP": 54202, + "n_pred": 83722, + "n_ref": 68828 + }, + "11": { + "Dice": 0.5770321361058601, + "FN": 1369, + "FP": 421, + "IoU": 0.40551311856526073, + "TN": 86924861, + "TP": 1221, + "n_pred": 1642, + "n_ref": 2590 + }, + "12": { + "Dice": 0.5820846905537459, + "FN": 1341, + "FP": 3791, + "IoU": 0.41052147943946704, + "TN": 86919166, + "TP": 3574, + "n_pred": 7365, + "n_ref": 4915 + }, + "13": { + "Dice": 0.5309652613600989, + "FN": 23806, + "FP": 31943, + "IoU": 0.3614381929808485, + "TN": 86840568, + "TP": 31555, + "n_pred": 63498, + "n_ref": 55361 + }, + "14": { + "Dice": 0.8896191623763099, + "FN": 10186, + "FP": 7952, + "IoU": 0.8011838211114765, + "TN": 86836642, + "TP": 73092, + "n_pred": 81044, + "n_ref": 83278 + }, + "15": { + "Dice": 0.7743140321896882, + "FN": 56716, + "FP": 5038, + "IoU": 0.6317393300773446, + "TN": 86760181, + "TP": 105937, + "n_pred": 110975, + "n_ref": 162653 + }, + "2": { + "Dice": 0.9215892434872677, + "FN": 6327, + "FP": 13734, + "IoU": 0.8545809079904025, + "TN": 86789919, + "TP": 117892, + "n_pred": 131626, + "n_ref": 124219 + }, + "3": { + "Dice": 0.9282339958586998, + "FN": 20625, + "FP": 2527, + "IoU": 0.8660789689839077, + "TN": 86754994, + "TP": 149726, + "n_pred": 152253, + "n_ref": 170351 + }, + "4": { + "Dice": 0.7507220961419435, + "FN": 1967, + "FP": 7699, + "IoU": 0.6009248173072953, + "TN": 86903651, + "TP": 14555, + "n_pred": 22254, + "n_ref": 16522 + }, + "5": { + "Dice": 0.8828342618384402, + "FN": 402, + "FP": 944, + "IoU": 0.7902446626149291, + "TN": 86921455, + "TP": 5071, + "n_pred": 6015, + "n_ref": 5473 + }, + "6": { + "Dice": 0.9483821119854834, + "FN": 29719, + "FP": 94876, + "IoU": 0.9018314758567438, + "TN": 85658677, + "TP": 1144600, + "n_pred": 1239476, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.902639069480673, + "FN": 169690, + "FP": 14435, + "IoU": 0.8225544070112814, + "TN": 85890230, + "TP": 853517, + "n_pred": 867952, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.9345670612781785, + "FN": 2877, + "FP": 4336, + "IoU": 0.8771711736257748, + "TN": 86869148, + "TP": 51511, + "n_pred": 55847, + "n_ref": 54388 + }, + "9": { + "Dice": 0.8140694844755872, + "FN": 3592, + "FP": 17954, + "IoU": 0.6864394446546556, + "TN": 86859158, + "TP": 47168, + "n_pred": 65122, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7652916848062691, + "FN": 4085, + "FP": 47671, + "IoU": 0.6198157697562695, + "TN": 37613466, + "TP": 84378, + "n_pred": 132049, + "n_ref": 88463 + }, + "10": { + "Dice": 0.7489411813317356, + "FN": 22993, + "FP": 1311, + "IoU": 0.5986458591363224, + "TN": 37689045, + "TP": 36251, + "n_pred": 37562, + "n_ref": 59244 + }, + "11": { + "Dice": 0.8298911002628614, + "FN": 378, + "FP": 528, + "IoU": 0.7092426187419769, + "TN": 37746484, + "TP": 2210, + "n_pred": 2738, + "n_ref": 2588 + }, + "12": { + "Dice": 0.757641490830211, + "FN": 996, + "FP": 233, + "IoU": 0.6098412698412699, + "TN": 37746450, + "TP": 1921, + "n_pred": 2154, + "n_ref": 2917 + }, + "13": { + "Dice": 0.7487128229564974, + "FN": 12675, + "FP": 8946, + "IoU": 0.5983541082276012, + "TN": 37695769, + "TP": 32210, + "n_pred": 41156, + "n_ref": 44885 + }, + "14": { + "Dice": 0.3825900357792654, + "FN": 12377, + "FP": 271313, + "IoU": 0.23654487374423755, + "TN": 37378013, + "TP": 87897, + "n_pred": 359210, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 21046, + "IoU": 0.0, + "TN": 37728554, + "TP": 0, + "n_pred": 21046, + "n_ref": 0 + }, + "2": { + "Dice": 0.7045737979932264, + "FN": 44583, + "FP": 2084, + "IoU": 0.5438934282028226, + "TN": 37647284, + "TP": 55649, + "n_pred": 57733, + "n_ref": 100232 + }, + "3": { + "Dice": 0.9132142996071109, + "FN": 6533, + "FP": 9084, + "IoU": 0.8402892118261865, + "TN": 37651817, + "TP": 82166, + "n_pred": 91250, + "n_ref": 88699 + }, + "4": { + "Dice": 0.0, + "FN": 11694, + "FP": 0, + "IoU": 0.0, + "TN": 37737906, + "TP": 0, + "n_pred": 0, + "n_ref": 11694 + }, + "5": { + "Dice": 0.7950979062090173, + "FN": 1258, + "FP": 3273, + "IoU": 0.6598859030175649, + "TN": 37736278, + "TP": 8791, + "n_pred": 12064, + "n_ref": 10049 + }, + "6": { + "Dice": 0.9316186965303674, + "FN": 88493, + "FP": 7519, + "IoU": 0.871990827155885, + "TN": 36999560, + "TP": 654028, + "n_pred": 661547, + "n_ref": 742521 + }, + "7": { + "Dice": 0.9371886848424293, + "FN": 27784, + "FP": 14775, + "IoU": 0.8818015686100249, + "TN": 37389536, + "TP": 317505, + "n_pred": 332280, + "n_ref": 345289 + }, + "8": { + "Dice": 0.9367746560917686, + "FN": 4915, + "FP": 4962, + "IoU": 0.8810687795010115, + "TN": 37666552, + "TP": 73171, + "n_pred": 78133, + "n_ref": 78086 + }, + "9": { + "Dice": 0.8733825754204859, + "FN": 5700, + "FP": 8528, + "IoU": 0.7752255169907898, + "TN": 37686301, + "TP": 49071, + "n_pred": 57599, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9681625650643474, + "FN": 7281, + "FP": 5264, + "IoU": 0.9382898238468388, + "TN": 75703399, + "TP": 190744, + "n_pred": 196008, + "n_ref": 198025 + }, + "10": { + "Dice": 0.9213748980966221, + "FN": 10132, + "FP": 7614, + "IoU": 0.8542123639350996, + "TN": 75784963, + "TP": 103979, + "n_pred": 111593, + "n_ref": 114111 + }, + "11": { + "Dice": 0.6628988578829624, + "FN": 1527, + "FP": 1336, + "IoU": 0.4957731595632265, + "TN": 75901010, + "TP": 2815, + "n_pred": 4151, + "n_ref": 4342 + }, + "12": { + "Dice": 0.7630960017104982, + "FN": 1015, + "FP": 1201, + "IoU": 0.6169403630077788, + "TN": 75900903, + "TP": 3569, + "n_pred": 4770, + "n_ref": 4584 + }, + "13": { + "Dice": 0.7803520828792327, + "FN": 11070, + "FP": 6061, + "IoU": 0.6398175013666373, + "TN": 75859126, + "TP": 30431, + "n_pred": 36492, + "n_ref": 41501 + }, + "14": { + "Dice": 0.9233460209059764, + "FN": 2266, + "FP": 17893, + "IoU": 0.8576070295889753, + "TN": 75765115, + "TP": 121414, + "n_pred": 139307, + "n_ref": 123680 + }, + "15": { + "Dice": 0.6931507317156469, + "FN": 85790, + "FP": 4057, + "IoU": 0.5303983776381673, + "TN": 75715362, + "TP": 101479, + "n_pred": 105536, + "n_ref": 187269 + }, + "2": { + "Dice": 0.962613526144079, + "FN": 7124, + "FP": 7292, + "IoU": 0.9279218019549511, + "TN": 75706683, + "TP": 185589, + "n_pred": 192881, + "n_ref": 192713 + }, + "3": { + "Dice": 0.9646322858115992, + "FN": 11917, + "FP": 5632, + "IoU": 0.9316808633227961, + "TN": 75649820, + "TP": 239319, + "n_pred": 244951, + "n_ref": 251236 + }, + "4": { + "Dice": 0.8900847484935391, + "FN": 2555, + "FP": 4267, + "IoU": 0.8019393798629659, + "TN": 75872244, + "TP": 27622, + "n_pred": 31889, + "n_ref": 30177 + }, + "5": { + "Dice": 0.8638874937217479, + "FN": 1029, + "FP": 1681, + "IoU": 0.7603890362511052, + "TN": 75895378, + "TP": 8600, + "n_pred": 10281, + "n_ref": 9629 + }, + "6": { + "Dice": 0.9754138899068859, + "FN": 62090, + "FP": 20830, + "IoU": 0.9520077232144407, + "TN": 74178910, + "TP": 1644858, + "n_pred": 1665688, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.8808739649458187, + "FN": 19379, + "FP": 49417, + "IoU": 0.7871088129078976, + "TN": 75583537, + "TP": 254355, + "n_pred": 303772, + "n_ref": 273734 + }, + "8": { + "Dice": 0.94652305784941, + "FN": 6240, + "FP": 3422, + "IoU": 0.8984753438619718, + "TN": 75811519, + "TP": 85507, + "n_pred": 88929, + "n_ref": 91747 + }, + "9": { + "Dice": 0.8623601979258456, + "FN": 14134, + "FP": 6172, + "IoU": 0.7580256917467051, + "TN": 75822770, + "TP": 63612, + "n_pred": 69784, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9731687208440738, + "FN": 1798, + "FP": 3344, + "IoU": 0.9477396536303765, + "TN": 61289358, + "TP": 93250, + "n_pred": 96594, + "n_ref": 95048 + }, + "10": { + "Dice": 0.902588276813905, + "FN": 6443, + "FP": 9014, + "IoU": 0.8224700517991891, + "TN": 61300683, + "TP": 71610, + "n_pred": 80624, + "n_ref": 78053 + }, + "11": { + "Dice": 0.7669719435964529, + "FN": 704, + "FP": 899, + "IoU": 0.6220231077576044, + "TN": 61383509, + "TP": 2638, + "n_pred": 3537, + "n_ref": 3342 + }, + "12": { + "Dice": 0.8029173933724433, + "FN": 837, + "FP": 406, + "IoU": 0.6707284768211921, + "TN": 61383975, + "TP": 2532, + "n_pred": 2938, + "n_ref": 3369 + }, + "13": { + "Dice": 0.6886486979522962, + "FN": 9255, + "FP": 18053, + "IoU": 0.525144327745705, + "TN": 61330242, + "TP": 30200, + "n_pred": 48253, + "n_ref": 39455 + }, + "14": { + "Dice": 0.8858176852167975, + "FN": 1596, + "FP": 15126, + "IoU": 0.7950383644252691, + "TN": 61306164, + "TP": 64864, + "n_pred": 79990, + "n_ref": 66460 + }, + "15": { + "Dice": 0.9073247981442655, + "FN": 2052, + "FP": 6258, + "IoU": 0.830370083079875, + "TN": 61338761, + "TP": 40679, + "n_pred": 46937, + "n_ref": 42731 + }, + "2": { + "Dice": 0.9681078210965125, + "FN": 4623, + "FP": 3846, + "IoU": 0.9381869936500985, + "TN": 61250740, + "TP": 128541, + "n_pred": 132387, + "n_ref": 133164 + }, + "3": { + "Dice": 0.9740406447617797, + "FN": 3851, + "FP": 3066, + "IoU": 0.9493949636392901, + "TN": 61251064, + "TP": 129769, + "n_pred": 132835, + "n_ref": 133620 + }, + "4": { + "Dice": 0.7365321517709414, + "FN": 5844, + "FP": 3551, + "IoU": 0.5829449105517823, + "TN": 61365223, + "TP": 13132, + "n_pred": 16683, + "n_ref": 18976 + }, + "5": { + "Dice": 0.5426674477641086, + "FN": 16579, + "FP": 2157, + "IoU": 0.3723703604448613, + "TN": 61357898, + "TP": 11116, + "n_pred": 13273, + "n_ref": 27695 + }, + "6": { + "Dice": 0.970602038775722, + "FN": 36119, + "FP": 21948, + "IoU": 0.9428831951652312, + "TN": 60371114, + "TP": 958569, + "n_pred": 980517, + "n_ref": 994688 + }, + "7": { + "Dice": 0.9193107419811136, + "FN": 15708, + "FP": 13156, + "IoU": 0.8506707503194665, + "TN": 61194459, + "TP": 164427, + "n_pred": 177583, + "n_ref": 180135 + }, + "8": { + "Dice": 0.9413707406204153, + "FN": 18851, + "FP": 9482, + "IoU": 0.8892355206317559, + "TN": 61131955, + "TP": 227462, + "n_pred": 236944, + "n_ref": 246313 + }, + "9": { + "Dice": 0.9018587784085516, + "FN": 8467, + "FP": 7040, + "IoU": 0.8212593796465991, + "TN": 61300993, + "TP": 71250, + "n_pred": 78290, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9784105340552102, + "FN": 2539, + "FP": 5536, + "IoU": 0.9577335775974876, + "TN": 39557750, + "TP": 182975, + "n_pred": 188511, + "n_ref": 185514 + }, + "10": { + "Dice": 0.7985059097719327, + "FN": 13459, + "FP": 5907, + "IoU": 0.6645941218240704, + "TN": 39691061, + "TP": 38373, + "n_pred": 44280, + "n_ref": 51832 + }, + "11": { + "Dice": 0.8283800034358357, + "FN": 620, + "FP": 379, + "IoU": 0.7070381231671554, + "TN": 39745390, + "TP": 2411, + "n_pred": 2790, + "n_ref": 3031 + }, + "12": { + "Dice": 0.8297400126823081, + "FN": 843, + "FP": 231, + "IoU": 0.7090219452722839, + "TN": 39745109, + "TP": 2617, + "n_pred": 2848, + "n_ref": 3460 + }, + "13": { + "Dice": 0.7230651124265136, + "FN": 8020, + "FP": 19396, + "IoU": 0.5662505735124275, + "TN": 39685593, + "TP": 35791, + "n_pred": 55187, + "n_ref": 43811 + }, + "14": { + "Dice": 0.41797331632998097, + "FN": 11701, + "FP": 48544, + "IoU": 0.26420117981850827, + "TN": 39666923, + "TP": 21632, + "n_pred": 70176, + "n_ref": 33333 + }, + "15": { + "Dice": 0.7934790089470062, + "FN": 5599, + "FP": 18407, + "IoU": 0.6576586854527046, + "TN": 39678677, + "TP": 46117, + "n_pred": 64524, + "n_ref": 51716 + }, + "2": { + "Dice": 0.9366914371836532, + "FN": 10327, + "FP": 4207, + "IoU": 0.8809215593098136, + "TN": 39626746, + "TP": 107520, + "n_pred": 111727, + "n_ref": 117847 + }, + "3": { + "Dice": 0.9435798505636256, + "FN": 3191, + "FP": 12485, + "IoU": 0.8931861542654674, + "TN": 39602040, + "TP": 131084, + "n_pred": 143569, + "n_ref": 134275 + }, + "4": { + "Dice": 0.8648145686561213, + "FN": 4255, + "FP": 1847, + "IoU": 0.7618266978922716, + "TN": 39723180, + "TP": 19518, + "n_pred": 21365, + "n_ref": 23773 + }, + "5": { + "Dice": 0.7895896447259708, + "FN": 790, + "FP": 2266, + "IoU": 0.6523321956769056, + "TN": 39740010, + "TP": 5734, + "n_pred": 8000, + "n_ref": 6524 + }, + "6": { + "Dice": 0.9747681170833943, + "FN": 18234, + "FP": 28863, + "IoU": 0.9507781930370222, + "TN": 38791968, + "TP": 909735, + "n_pred": 938598, + "n_ref": 927969 + }, + "7": { + "Dice": 0.9363037951437311, + "FN": 79480, + "FP": 9312, + "IoU": 0.880236096424024, + "TN": 39007408, + "TP": 652600, + "n_pred": 661912, + "n_ref": 732080 + }, + "8": { + "Dice": 0.9608055238230031, + "FN": 2014, + "FP": 1863, + "IoU": 0.9245675817654727, + "TN": 39697403, + "TP": 47520, + "n_pred": 49383, + "n_ref": 49534 + }, + "9": { + "Dice": 0.8975340888967593, + "FN": 1082, + "FP": 8176, + "IoU": 0.8141150486898906, + "TN": 39698995, + "TP": 40547, + "n_pred": 48723, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9332950000252193, + "FN": 4438, + "FP": 8787, + "IoU": 0.8749326196533104, + "TN": 101290865, + "TP": 92518, + "n_pred": 101305, + "n_ref": 96956 + }, + "10": { + "Dice": 0.8593879718119509, + "FN": 15623, + "FP": 6226, + "IoU": 0.7534445986661702, + "TN": 101307991, + "TP": 66768, + "n_pred": 72994, + "n_ref": 82391 + }, + "11": { + "Dice": 0.6588313560261669, + "FN": 2558, + "FP": 519, + "IoU": 0.4912367724867725, + "TN": 101390560, + "TP": 2971, + "n_pred": 3490, + "n_ref": 5529 + }, + "12": { + "Dice": 0.7067731563115859, + "FN": 1818, + "FP": 1009, + "IoU": 0.5465190888675008, + "TN": 101390374, + "TP": 3407, + "n_pred": 4416, + "n_ref": 5225 + }, + "13": { + "Dice": 0.914931211635294, + "FN": 5155, + "FP": 3174, + "IoU": 0.8432011144788117, + "TN": 101343489, + "TP": 44790, + "n_pred": 47964, + "n_ref": 49945 + }, + "14": { + "Dice": 0.9755527223038529, + "FN": 4930, + "FP": 3622, + "IoU": 0.9522722579709012, + "TN": 101217425, + "TP": 170631, + "n_pred": 174253, + "n_ref": 175561 + }, + "15": { + "Dice": 0.9031629031629032, + "FN": 3716, + "FP": 1250, + "IoU": 0.823424832882947, + "TN": 101368484, + "TP": 23158, + "n_pred": 24408, + "n_ref": 26874 + }, + "2": { + "Dice": 0.9686162143940671, + "FN": 9335, + "FP": 1837, + "IoU": 0.9391423715518369, + "TN": 101213032, + "TP": 172404, + "n_pred": 174241, + "n_ref": 181739 + }, + "3": { + "Dice": 0.9743954737107644, + "FN": 4945, + "FP": 3581, + "IoU": 0.9500693968622077, + "TN": 101225851, + "TP": 162231, + "n_pred": 165812, + "n_ref": 167176 + }, + "4": { + "Dice": 0.9018078020932445, + "FN": 668, + "FP": 1396, + "IoU": 0.8211748397158205, + "TN": 101385066, + "TP": 9478, + "n_pred": 10874, + "n_ref": 10146 + }, + "5": { + "Dice": 0.7721848288392451, + "FN": 10466, + "FP": 6085, + "IoU": 0.6289096657025627, + "TN": 101352007, + "TP": 28050, + "n_pred": 34135, + "n_ref": 38516 + }, + "6": { + "Dice": 0.9753747919422372, + "FN": 52311, + "FP": 37478, + "IoU": 0.9519332379018055, + "TN": 99528602, + "TP": 1778217, + "n_pred": 1815695, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.9384887389718105, + "FN": 34779, + "FP": 21095, + "IoU": 0.8841062487295536, + "TN": 100914494, + "TP": 426240, + "n_pred": 447335, + "n_ref": 461019 + }, + "8": { + "Dice": 0.9525865061684556, + "FN": 15621, + "FP": 8280, + "IoU": 0.9094655661574476, + "TN": 101132609, + "TP": 240098, + "n_pred": 248378, + "n_ref": 255719 + }, + "9": { + "Dice": 0.93412342758354, + "FN": 4489, + "FP": 7095, + "IoU": 0.8763898670422776, + "TN": 101302894, + "TP": 82130, + "n_pred": 89225, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8590319018966047, + "FN": 19766, + "FP": 44965, + "IoU": 0.7528973889143381, + "TN": 73621544, + "TP": 197229, + "n_pred": 242194, + "n_ref": 216995 + }, + "10": { + "Dice": 0.2309298284945634, + "FN": 59360, + "FP": 50414, + "IoU": 0.13053740445922934, + "TN": 73757249, + "TP": 16481, + "n_pred": 66895, + "n_ref": 75841 + }, + "11": { + "Dice": 0.5157183885740899, + "FN": 2937, + "FP": 3302, + "IoU": 0.34745319527246105, + "TN": 73873943, + "TP": 3322, + "n_pred": 6624, + "n_ref": 6259 + }, + "12": { + "Dice": 0.44284404871022653, + "FN": 3850, + "FP": 405, + "IoU": 0.284392869155735, + "TN": 73877558, + "TP": 1691, + "n_pred": 2096, + "n_ref": 5541 + }, + "13": { + "Dice": 0.01105579399141631, + "FN": 60756, + "FP": 25653, + "IoU": 0.005558624499378539, + "TN": 73796612, + "TP": 483, + "n_pred": 26136, + "n_ref": 61239 + }, + "14": { + "Dice": 0.7710339916800959, + "FN": 18848, + "FP": 30028, + "IoU": 0.6273843104368377, + "TN": 73752334, + "TP": 82294, + "n_pred": 112322, + "n_ref": 101142 + }, + "15": { + "Dice": 0.7451009544543415, + "FN": 81852, + "FP": 14157, + "IoU": 0.5937537024186315, + "TN": 73647172, + "TP": 140323, + "n_pred": 154480, + "n_ref": 222175 + }, + "2": { + "Dice": 0.4798700817064268, + "FN": 129588, + "FP": 3649, + "IoU": 0.31567701939917514, + "TN": 73688805, + "TP": 61462, + "n_pred": 65111, + "n_ref": 191050 + }, + "3": { + "Dice": 0.6907764081492895, + "FN": 26138, + "FP": 118356, + "IoU": 0.5276229457283245, + "TN": 73577617, + "TP": 161393, + "n_pred": 279749, + "n_ref": 187531 + }, + "4": { + "Dice": 0.0, + "FN": 47888, + "FP": 10683, + "IoU": 0.0, + "TN": 73824933, + "TP": 0, + "n_pred": 10683, + "n_ref": 47888 + }, + "5": { + "Dice": 0.5223838038209295, + "FN": 9632, + "FP": 418, + "IoU": 0.3535314550366654, + "TN": 73867958, + "TP": 5496, + "n_pred": 5914, + "n_ref": 15128 + }, + "6": { + "Dice": 0.811157893454767, + "FN": 302748, + "FP": 348447, + "IoU": 0.6823091889064952, + "TN": 71833728, + "TP": 1398581, + "n_pred": 1747028, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.3824312547763015, + "FN": 101288, + "FP": 129025, + "IoU": 0.23642349415165903, + "TN": 73581880, + "TP": 71311, + "n_pred": 200336, + "n_ref": 172599 + }, + "8": { + "Dice": 0.8289403506923639, + "FN": 16501, + "FP": 9478, + "IoU": 0.7078549339330897, + "TN": 73794579, + "TP": 62946, + "n_pred": 72424, + "n_ref": 79447 + }, + "9": { + "Dice": 0.7613725585227548, + "FN": 11634, + "FP": 37602, + "IoU": 0.614690530039207, + "TN": 73755721, + "TP": 78547, + "n_pred": 116149, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9661350090319021, + "FN": 5227, + "FP": 7540, + "IoU": 0.9344885623095001, + "TN": 69300894, + "TP": 182115, + "n_pred": 189655, + "n_ref": 187342 + }, + "10": { + "Dice": 0.7746500034146009, + "FN": 10757, + "FP": 22241, + "IoU": 0.6321867267093207, + "TN": 69406062, + "TP": 56716, + "n_pred": 78957, + "n_ref": 67473 + }, + "11": { + "Dice": 0.77079107505071, + "FN": 611, + "FP": 1084, + "IoU": 0.6270627062706271, + "TN": 69491231, + "TP": 2850, + "n_pred": 3934, + "n_ref": 3461 + }, + "12": { + "Dice": 0.6010514018691588, + "FN": 1094, + "FP": 1638, + "IoU": 0.42964509394572026, + "TN": 69490986, + "TP": 2058, + "n_pred": 3696, + "n_ref": 3152 + }, + "13": { + "Dice": 0.7708440681270629, + "FN": 22466, + "FP": 10444, + "IoU": 0.6271328544560513, + "TN": 69407514, + "TP": 55352, + "n_pred": 65796, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9540330673850493, + "FN": 7962, + "FP": 5825, + "IoU": 0.912106336860895, + "TN": 69338916, + "TP": 143073, + "n_pred": 148898, + "n_ref": 151035 + }, + "15": { + "Dice": 0.9067796610169492, + "FN": 13746, + "FP": 2754, + "IoU": 0.8294573643410853, + "TN": 69399026, + "TP": 80250, + "n_pred": 83004, + "n_ref": 93996 + }, + "2": { + "Dice": 0.9658452545349726, + "FN": 6071, + "FP": 4119, + "IoU": 0.933946547913061, + "TN": 69341507, + "TP": 144079, + "n_pred": 148198, + "n_ref": 150150 + }, + "3": { + "Dice": 0.9639981610062597, + "FN": 9019, + "FP": 3197, + "IoU": 0.9304985036924093, + "TN": 69320010, + "TP": 163550, + "n_pred": 166747, + "n_ref": 172569 + }, + "4": { + "Dice": 0.6993198976726773, + "FN": 14703, + "FP": 4573, + "IoU": 0.5376571044804759, + "TN": 69454084, + "TP": 22416, + "n_pred": 26989, + "n_ref": 37119 + }, + "5": { + "Dice": 0.8552957655425062, + "FN": 3217, + "FP": 2155, + "IoU": 0.7471762048192772, + "TN": 69474528, + "TP": 15876, + "n_pred": 18031, + "n_ref": 19093 + }, + "6": { + "Dice": 0.9747578106790845, + "FN": 40298, + "FP": 32696, + "IoU": 0.9507585825401216, + "TN": 68013406, + "TP": 1409376, + "n_pred": 1442072, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.9452567132754465, + "FN": 10843, + "FP": 24154, + "IoU": 0.8961959987542452, + "TN": 69158631, + "TP": 302148, + "n_pred": 326302, + "n_ref": 312991 + }, + "8": { + "Dice": 0.8692055989820032, + "FN": 12181, + "FP": 10843, + "IoU": 0.7686681134956997, + "TN": 69396248, + "TP": 76504, + "n_pred": 87347, + "n_ref": 88685 + }, + "9": { + "Dice": 0.8642718508383976, + "FN": 12461, + "FP": 8868, + "IoU": 0.7609847933032262, + "TN": 69406539, + "TP": 67908, + "n_pred": 76776, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9153782718068482, + "FN": 4276, + "FP": 32357, + "IoU": 0.8439608464526681, + "TN": 50598784, + "TP": 198135, + "n_pred": 230492, + "n_ref": 202411 + }, + "10": { + "Dice": 0.8858705880062558, + "FN": 7585, + "FP": 10002, + "IoU": 0.7951235991705692, + "TN": 50747710, + "TP": 68255, + "n_pred": 78257, + "n_ref": 75840 + }, + "11": { + "Dice": 0.8194412552621508, + "FN": 1376, + "FP": 983, + "IoU": 0.6941130705394191, + "TN": 50825840, + "TP": 5353, + "n_pred": 6336, + "n_ref": 6729 + }, + "12": { + "Dice": 0.44826820603907636, + "FN": 4280, + "FP": 690, + "IoU": 0.2888825296895121, + "TN": 50826563, + "TP": 2019, + "n_pred": 2709, + "n_ref": 6299 + }, + "13": { + "Dice": 0.7806479449228056, + "FN": 6649, + "FP": 16737, + "IoU": 0.6402153846153846, + "TN": 50768552, + "TP": 41614, + "n_pred": 58351, + "n_ref": 48263 + }, + "14": { + "Dice": 0.6374533448176859, + "FN": 24094, + "FP": 6212, + "IoU": 0.46783964599905176, + "TN": 50776603, + "TP": 26643, + "n_pred": 32855, + "n_ref": 50737 + }, + "15": { + "Dice": 0.6750352560196389, + "FN": 15370, + "FP": 3295, + "IoU": 0.5094741268297811, + "TN": 50795501, + "TP": 19386, + "n_pred": 22681, + "n_ref": 34756 + }, + "2": { + "Dice": 0.9315450141150655, + "FN": 23155, + "FP": 4610, + "IoU": 0.8718617315857485, + "TN": 50616872, + "TP": 188915, + "n_pred": 193525, + "n_ref": 212070 + }, + "3": { + "Dice": 0.9328780005889561, + "FN": 6725, + "FP": 21539, + "IoU": 0.8741999519303524, + "TN": 50608878, + "TP": 196410, + "n_pred": 217949, + "n_ref": 203135 + }, + "4": { + "Dice": 0.7739065640029805, + "FN": 828, + "FP": 9185, + "IoU": 0.6311970534069982, + "TN": 50806402, + "TP": 17137, + "n_pred": 26322, + "n_ref": 17965 + }, + "5": { + "Dice": 0.8636811217456378, + "FN": 1880, + "FP": 1581, + "IoU": 0.7600693240901213, + "TN": 50819127, + "TP": 10964, + "n_pred": 12545, + "n_ref": 12844 + }, + "6": { + "Dice": 0.9826208566968506, + "FN": 31613, + "FP": 44961, + "IoU": 0.9658354637648182, + "TN": 48592222, + "TP": 2164756, + "n_pred": 2209717, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.8154330146927683, + "FN": 6617, + "FP": 93764, + "IoU": 0.6883806697358495, + "TN": 50511425, + "TP": 221746, + "n_pred": 315510, + "n_ref": 228363 + }, + "8": { + "Dice": 0.961648517801648, + "FN": 5296, + "FP": 2491, + "IoU": 0.9261300573922118, + "TN": 50728137, + "TP": 97628, + "n_pred": 100119, + "n_ref": 102924 + }, + "9": { + "Dice": 0.898461212209572, + "FN": 13436, + "FP": 9547, + "IoU": 0.8156419203465287, + "TN": 50708887, + "TP": 101682, + "n_pred": 111229, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9739363531770037, + "FN": 6674, + "FP": 4313, + "IoU": 0.9491968224316352, + "TN": 76668594, + "TP": 205279, + "n_pred": 209592, + "n_ref": 211953 + }, + "10": { + "Dice": 0.7733127404126355, + "FN": 11885, + "FP": 19231, + "IoU": 0.6304074118066278, + "TN": 76800670, + "TP": 53074, + "n_pred": 72305, + "n_ref": 64959 + }, + "11": { + "Dice": 0.7287157287157288, + "FN": 854, + "FP": 650, + "IoU": 0.5732122587968218, + "TN": 76881336, + "TP": 2020, + "n_pred": 2670, + "n_ref": 2874 + }, + "12": { + "Dice": 0.6828087167070218, + "FN": 1199, + "FP": 111, + "IoU": 0.5183823529411765, + "TN": 76882140, + "TP": 1410, + "n_pred": 1521, + "n_ref": 2609 + }, + "13": { + "Dice": 0.5732218501186542, + "FN": 16937, + "FP": 21549, + "IoU": 0.4017596219610769, + "TN": 76820528, + "TP": 25846, + "n_pred": 47395, + "n_ref": 42783 + }, + "14": { + "Dice": 0.8963798965684734, + "FN": 3078, + "FP": 15055, + "IoU": 0.8122178037363821, + "TN": 76788296, + "TP": 78431, + "n_pred": 93486, + "n_ref": 81509 + }, + "15": { + "Dice": 0.7488944864259726, + "FN": 13257, + "FP": 4687, + "IoU": 0.5985861930114984, + "TN": 76840158, + "TP": 26758, + "n_pred": 31445, + "n_ref": 40015 + }, + "2": { + "Dice": 0.9484485103226604, + "FN": 4161, + "FP": 6681, + "IoU": 0.9019515636021632, + "TN": 76774282, + "TP": 99736, + "n_pred": 106417, + "n_ref": 103897 + }, + "3": { + "Dice": 0.9470907225560604, + "FN": 3711, + "FP": 6758, + "IoU": 0.8994988864142539, + "TN": 76780692, + "TP": 93699, + "n_pred": 100457, + "n_ref": 97410 + }, + "4": { + "Dice": 0.9389106229310864, + "FN": 1482, + "FP": 1563, + "IoU": 0.8848553601815088, + "TN": 76858415, + "TP": 23400, + "n_pred": 24963, + "n_ref": 24882 + }, + "5": { + "Dice": 0.8685421994884911, + "FN": 3020, + "FP": 835, + "IoU": 0.7676311030741411, + "TN": 76868270, + "TP": 12735, + "n_pred": 13570, + "n_ref": 15755 + }, + "6": { + "Dice": 0.9720494545505715, + "FN": 25781, + "FP": 37781, + "IoU": 0.945618890766368, + "TN": 75716035, + "TP": 1105263, + "n_pred": 1143044, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.8931976086605268, + "FN": 9136, + "FP": 27219, + "IoU": 0.807007299270073, + "TN": 76696485, + "TP": 152020, + "n_pred": 179239, + "n_ref": 161156 + }, + "8": { + "Dice": 0.9565263317730787, + "FN": 4863, + "FP": 1722, + "IoU": 0.9166751024953181, + "TN": 76805832, + "TP": 72443, + "n_pred": 74165, + "n_ref": 77306 + }, + "9": { + "Dice": 0.9142309425867076, + "FN": 11647, + "FP": 3386, + "IoU": 0.8420123380240244, + "TN": 76789707, + "TP": 80120, + "n_pred": 83506, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8099221535052163, + "FN": 10180, + "FP": 43513, + "IoU": 0.6805623311876063, + "TN": 130831846, + "TP": 114393, + "n_pred": 157906, + "n_ref": 124573 + }, + "10": { + "Dice": 0.8205052878965923, + "FN": 12875, + "FP": 6677, + "IoU": 0.6956413449564135, + "TN": 130935692, + "TP": 44688, + "n_pred": 51365, + "n_ref": 57563 + }, + "11": { + "Dice": 0.729642351990301, + "FN": 1957, + "FP": 719, + "IoU": 0.5743597900429458, + "TN": 130993645, + "TP": 3611, + "n_pred": 4330, + "n_ref": 5568 + }, + "12": { + "Dice": 0.7789678675754625, + "FN": 2102, + "FP": 849, + "IoU": 0.6379585326953748, + "TN": 130991781, + "TP": 5200, + "n_pred": 6049, + "n_ref": 7302 + }, + "13": { + "Dice": 0.5054403235780782, + "FN": 48176, + "FP": 11004, + "IoU": 0.3381867793918654, + "TN": 130910511, + "TP": 30241, + "n_pred": 41245, + "n_ref": 78417 + }, + "14": { + "Dice": 0.12647382969167056, + "FN": 882205, + "FP": 757, + "IoU": 0.06750577157449397, + "TN": 130053050, + "TP": 63920, + "n_pred": 64677, + "n_ref": 946125 + }, + "15": { + "Dice": 0.20919807934659498, + "FN": 18753, + "FP": 30820, + "IoU": 0.11681810083734188, + "TN": 130943802, + "TP": 6557, + "n_pred": 37377, + "n_ref": 25310 + }, + "2": { + "Dice": 0.8670187881988983, + "FN": 46496, + "FP": 6376, + "IoU": 0.7652543388787512, + "TN": 130774701, + "TP": 172359, + "n_pred": 178735, + "n_ref": 218855 + }, + "3": { + "Dice": 0.9141888685512847, + "FN": 13337, + "FP": 37295, + "IoU": 0.8419409619899106, + "TN": 130679596, + "TP": 269704, + "n_pred": 306999, + "n_ref": 283041 + }, + "4": { + "Dice": 0.0, + "FN": 2280, + "FP": 2981, + "IoU": 0.0, + "TN": 130994671, + "TP": 0, + "n_pred": 2981, + "n_ref": 2280 + }, + "5": { + "Dice": 0.6170447162509534, + "FN": 12797, + "FP": 760, + "IoU": 0.4461783569590261, + "TN": 130975453, + "TP": 10922, + "n_pred": 11682, + "n_ref": 23719 + }, + "6": { + "Dice": 0.932429492108242, + "FN": 75975, + "FP": 126503, + "IoU": 0.8734125617141739, + "TN": 129400421, + "TP": 1397033, + "n_pred": 1523536, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.6642245762166475, + "FN": 75053, + "FP": 55384, + "IoU": 0.4972576710053151, + "TN": 130740481, + "TP": 129014, + "n_pred": 184398, + "n_ref": 204067 + }, + "8": { + "Dice": 0.9522366216556638, + "FN": 6952, + "FP": 4993, + "IoU": 0.9088279294132015, + "TN": 130868916, + "TP": 119071, + "n_pred": 124064, + "n_ref": 126023 + }, + "9": { + "Dice": 0.7996666614254941, + "FN": 6361, + "FP": 19121, + "IoU": 0.6662038249934503, + "TN": 130923592, + "TP": 50858, + "n_pred": 69979, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9577603143418467, + "FN": 1842, + "FP": 3060, + "IoU": 0.9189443920829407, + "TN": 74366221, + "TP": 55575, + "n_pred": 58635, + "n_ref": 57417 + }, + "10": { + "Dice": 0.7306945919226685, + "FN": 28885, + "FP": 7890, + "IoU": 0.5756649166330122, + "TN": 74340033, + "TP": 49890, + "n_pred": 57780, + "n_ref": 78775 + }, + "11": { + "Dice": 0.7249575551782682, + "FN": 680, + "FP": 616, + "IoU": 0.5685752330226365, + "TN": 74423694, + "TP": 1708, + "n_pred": 2324, + "n_ref": 2388 + }, + "12": { + "Dice": 0.6705937794533459, + "FN": 1034, + "FP": 364, + "IoU": 0.5044310528181496, + "TN": 74423877, + "TP": 1423, + "n_pred": 1787, + "n_ref": 2457 + }, + "13": { + "Dice": 0.4885611098451106, + "FN": 67952, + "FP": 6111, + "IoU": 0.3232423838154937, + "TN": 74317260, + "TP": 35375, + "n_pred": 41486, + "n_ref": 103327 + }, + "14": { + "Dice": 0.9224324836339908, + "FN": 17518, + "FP": 8277, + "IoU": 0.8560321925300828, + "TN": 74247526, + "TP": 153377, + "n_pred": 161654, + "n_ref": 170895 + }, + "15": { + "Dice": 0.7273666467293785, + "FN": 8841, + "FP": 1187, + "IoU": 0.5715445417645802, + "TN": 74403293, + "TP": 13377, + "n_pred": 14564, + "n_ref": 22218 + }, + "2": { + "Dice": 0.9250672668505576, + "FN": 9423, + "FP": 8289, + "IoU": 0.8605815399631618, + "TN": 74299656, + "TP": 109330, + "n_pred": 117619, + "n_ref": 118753 + }, + "3": { + "Dice": 0.946024270277456, + "FN": 6656, + "FP": 7555, + "IoU": 0.8975769020093983, + "TN": 74287950, + "TP": 124537, + "n_pred": 132092, + "n_ref": 131193 + }, + "4": { + "Dice": 0.6895098828923725, + "FN": 13768, + "FP": 1265, + "IoU": 0.5261465721040189, + "TN": 74394973, + "TP": 16692, + "n_pred": 17957, + "n_ref": 30460 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 74426698, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9682477763912931, + "FN": 13865, + "FP": 43439, + "IoU": 0.9384499051571727, + "TN": 73495684, + "TP": 873710, + "n_pred": 917149, + "n_ref": 887575 + }, + "7": { + "Dice": 0.8861818252826578, + "FN": 14368, + "FP": 20604, + "IoU": 0.7956252154958303, + "TN": 74255581, + "TP": 136145, + "n_pred": 156749, + "n_ref": 150513 + }, + "8": { + "Dice": 0.9289577105236639, + "FN": 1748, + "FP": 4597, + "IoU": 0.8673398983880073, + "TN": 74378869, + "TP": 41484, + "n_pred": 46081, + "n_ref": 43232 + }, + "9": { + "Dice": 0.8578354241973208, + "FN": 3514, + "FP": 6515, + "IoU": 0.7510611363467123, + "TN": 74386411, + "TP": 30258, + "n_pred": 36773, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9764428360233818, + "FN": 4010, + "FP": 2571, + "IoU": 0.9539700081134768, + "TN": 106503716, + "TP": 136391, + "n_pred": 138962, + "n_ref": 140401 + }, + "10": { + "Dice": 0.8531844396866478, + "FN": 13467, + "FP": 16088, + "IoU": 0.743959594909513, + "TN": 106531257, + "TP": 85876, + "n_pred": 101964, + "n_ref": 99343 + }, + "11": { + "Dice": 0.58004158004158, + "FN": 2419, + "FP": 813, + "IoU": 0.4084919472913616, + "TN": 106641224, + "TP": 2232, + "n_pred": 3045, + "n_ref": 4651 + }, + "12": { + "Dice": 0.7660562751228227, + "FN": 1182, + "FP": 1437, + "IoU": 0.6208194585203417, + "TN": 106639781, + "TP": 4288, + "n_pred": 5725, + "n_ref": 5470 + }, + "13": { + "Dice": 0.7345287140616066, + "FN": 15893, + "FP": 2214, + "IoU": 0.5804388627569108, + "TN": 106603531, + "TP": 25050, + "n_pred": 27264, + "n_ref": 40943 + }, + "14": { + "Dice": 0.9406504065040651, + "FN": 1992, + "FP": 6622, + "IoU": 0.8879508825786646, + "TN": 106569811, + "TP": 68263, + "n_pred": 74885, + "n_ref": 70255 + }, + "15": { + "Dice": 0.8366318887610136, + "FN": 4389, + "FP": 4270, + "IoU": 0.7191463137750965, + "TN": 106615857, + "TP": 22172, + "n_pred": 26442, + "n_ref": 26561 + }, + "2": { + "Dice": 0.8048938670008616, + "FN": 58222, + "FP": 4051, + "IoU": 0.6734915375096999, + "TN": 106455964, + "TP": 128451, + "n_pred": 132502, + "n_ref": 186673 + }, + "3": { + "Dice": 0.819770302610096, + "FN": 3881, + "FP": 60585, + "IoU": 0.6945853882706311, + "TN": 106435611, + "TP": 146611, + "n_pred": 207196, + "n_ref": 150492 + }, + "4": { + "Dice": 0.8452779638312123, + "FN": 618, + "FP": 2847, + "IoU": 0.7320185614849188, + "TN": 106633758, + "TP": 9465, + "n_pred": 12312, + "n_ref": 10083 + }, + "5": { + "Dice": 0.7880770628862231, + "FN": 1190, + "FP": 559, + "IoU": 0.6502699460107978, + "TN": 106641687, + "TP": 3252, + "n_pred": 3811, + "n_ref": 4442 + }, + "6": { + "Dice": 0.974286863143952, + "FN": 36872, + "FP": 28354, + "IoU": 0.9498629081911492, + "TN": 105345735, + "TP": 1235727, + "n_pred": 1264081, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.9488230963164588, + "FN": 17887, + "FP": 16520, + "IoU": 0.9026293224209803, + "TN": 106293327, + "TP": 318954, + "n_pred": 335474, + "n_ref": 336841 + }, + "8": { + "Dice": 0.9534751044742059, + "FN": 4180, + "FP": 2344, + "IoU": 0.9110868824531516, + "TN": 106573313, + "TP": 66851, + "n_pred": 69195, + "n_ref": 71031 + }, + "9": { + "Dice": 0.8951135318055787, + "FN": 12608, + "FP": 4377, + "IoU": 0.8101407317154962, + "TN": 106557227, + "TP": 72476, + "n_pred": 76853, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9191776595645224, + "FN": 7267, + "FP": 18668, + "IoU": 0.8504428759255415, + "TN": 107953516, + "TP": 147477, + "n_pred": 166145, + "n_ref": 154744 + }, + "10": { + "Dice": 0.8636640119151162, + "FN": 5177, + "FP": 18806, + "IoU": 0.7600428226960289, + "TN": 108026981, + "TP": 75964, + "n_pred": 94770, + "n_ref": 81141 + }, + "11": { + "Dice": 0.7061068702290076, + "FN": 1002, + "FP": 692, + "IoU": 0.5457227138643068, + "TN": 108123199, + "TP": 2035, + "n_pred": 2727, + "n_ref": 3037 + }, + "12": { + "Dice": 0.7445290774996978, + "FN": 895, + "FP": 1218, + "IoU": 0.5930277349768875, + "TN": 108121736, + "TP": 3079, + "n_pred": 4297, + "n_ref": 3974 + }, + "13": { + "Dice": 0.7896428906853927, + "FN": 22772, + "FP": 6345, + "IoU": 0.6524048849785715, + "TN": 108043161, + "TP": 54650, + "n_pred": 60995, + "n_ref": 77422 + }, + "14": { + "Dice": 0.825219815569376, + "FN": 3337, + "FP": 12148, + "IoU": 0.7024461482292808, + "TN": 108074887, + "TP": 36556, + "n_pred": 48704, + "n_ref": 39893 + }, + "15": { + "Dice": 0.7984793432916162, + "FN": 3497, + "FP": 8483, + "IoU": 0.6645573164585317, + "TN": 108091214, + "TP": 23734, + "n_pred": 32217, + "n_ref": 27231 + }, + "2": { + "Dice": 0.9529266477560749, + "FN": 13693, + "FP": 3765, + "IoU": 0.9100858556985626, + "TN": 107932765, + "TP": 176705, + "n_pred": 180470, + "n_ref": 190398 + }, + "3": { + "Dice": 0.956480358828845, + "FN": 11301, + "FP": 5892, + "IoU": 0.9165906621128619, + "TN": 107920800, + "TP": 188935, + "n_pred": 194827, + "n_ref": 200236 + }, + "4": { + "Dice": 0.9479477668204711, + "FN": 1876, + "FP": 1576, + "IoU": 0.9010462949691844, + "TN": 108092043, + "TP": 31433, + "n_pred": 33009, + "n_ref": 33309 + }, + "5": { + "Dice": 0.8552539035026023, + "FN": 837, + "FP": 192, + "IoU": 0.7471123126075203, + "TN": 108122859, + "TP": 3040, + "n_pred": 3232, + "n_ref": 3877 + }, + "6": { + "Dice": 0.9730423374618552, + "FN": 54222, + "FP": 24745, + "IoU": 0.9474999534615313, + "TN": 106622796, + "TP": 1425165, + "n_pred": 1449910, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.9466463211355397, + "FN": 7922, + "FP": 20085, + "IoU": 0.8986975031558692, + "TN": 107850459, + "TP": 248462, + "n_pred": 268547, + "n_ref": 256384 + }, + "8": { + "Dice": 0.9485079741204074, + "FN": 2342, + "FP": 2091, + "IoU": 0.9020591224426672, + "TN": 108081666, + "TP": 40829, + "n_pred": 42920, + "n_ref": 43171 + }, + "9": { + "Dice": 0.9168630573248407, + "FN": 4159, + "FP": 6283, + "IoU": 0.8464885844077564, + "TN": 108058907, + "TP": 57579, + "n_pred": 63862, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8364345359728694, + "FN": 8449, + "FP": 36936, + "IoU": 0.71885472870426, + "TN": 62408731, + "TP": 116044, + "n_pred": 152980, + "n_ref": 124493 + }, + "10": { + "Dice": 0.8730746668901366, + "FN": 7054, + "FP": 8092, + "IoU": 0.7747404741366489, + "TN": 62502922, + "TP": 52092, + "n_pred": 60184, + "n_ref": 59146 + }, + "11": { + "Dice": 0.6763599899724242, + "FN": 703, + "FP": 588, + "IoU": 0.5109848484848485, + "TN": 62567520, + "TP": 1349, + "n_pred": 1937, + "n_ref": 2052 + }, + "12": { + "Dice": 0.6474787013585079, + "FN": 1455, + "FP": 1607, + "IoU": 0.4787197820905686, + "TN": 62564286, + "TP": 2812, + "n_pred": 4419, + "n_ref": 4267 + }, + "13": { + "Dice": 0.8323644220553652, + "FN": 6845, + "FP": 7198, + "IoU": 0.7128631893185025, + "TN": 62521253, + "TP": 34864, + "n_pred": 42062, + "n_ref": 41709 + }, + "14": { + "Dice": 0.9369819478685749, + "FN": 39559, + "FP": 2796, + "IoU": 0.8814355936758185, + "TN": 62212928, + "TP": 314877, + "n_pred": 317673, + "n_ref": 354436 + }, + "15": { + "Dice": 0.6616870084650678, + "FN": 28532, + "FP": 35693, + "IoU": 0.49441872913911455, + "TN": 62443128, + "TP": 62807, + "n_pred": 98500, + "n_ref": 91339 + }, + "2": { + "Dice": 0.9268639082232956, + "FN": 15606, + "FP": 8288, + "IoU": 0.8636965202509983, + "TN": 62394860, + "TP": 151406, + "n_pred": 159694, + "n_ref": 167012 + }, + "3": { + "Dice": 0.9461002432659125, + "FN": 7849, + "FP": 14064, + "IoU": 0.8977136935658538, + "TN": 62355928, + "TP": 192319, + "n_pred": 206383, + "n_ref": 200168 + }, + "4": { + "Dice": 0.9015579593154666, + "FN": 1143, + "FP": 3735, + "IoU": 0.8207606099577439, + "TN": 62542945, + "TP": 22337, + "n_pred": 26072, + "n_ref": 23480 + }, + "5": { + "Dice": 0.31346035648432696, + "FN": 6645, + "FP": 57, + "IoU": 0.1858600583090379, + "TN": 62561928, + "TP": 1530, + "n_pred": 1587, + "n_ref": 8175 + }, + "6": { + "Dice": 0.9719561616413672, + "FN": 47537, + "FP": 33829, + "IoU": 0.9454423297679458, + "TN": 61078784, + "TP": 1410010, + "n_pred": 1443839, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.8589229422283732, + "FN": 14242, + "FP": 42639, + "IoU": 0.7527300074770905, + "TN": 62340124, + "TP": 173155, + "n_pred": 215794, + "n_ref": 187397 + }, + "8": { + "Dice": 0.9367745727018953, + "FN": 3176, + "FP": 5861, + "IoU": 0.8810686319668356, + "TN": 62494175, + "TP": 66948, + "n_pred": 72809, + "n_ref": 70124 + }, + "9": { + "Dice": 0.8348801029987661, + "FN": 2907, + "FP": 15561, + "IoU": 0.7165615359823196, + "TN": 62505003, + "TP": 46689, + "n_pred": 62250, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9308962008307293, + "FN": 14683, + "FP": 24813, + "IoU": 0.8707257438932184, + "TN": 55075727, + "TP": 266025, + "n_pred": 290838, + "n_ref": 280708 + }, + "10": { + "Dice": 0.8754198992871953, + "FN": 7118, + "FP": 12649, + "IoU": 0.7784415700867537, + "TN": 55292030, + "TP": 69451, + "n_pred": 82100, + "n_ref": 76569 + }, + "11": { + "Dice": 0.7103235747303543, + "FN": 1100, + "FP": 1532, + "IoU": 0.5507765830346476, + "TN": 55375389, + "TP": 3227, + "n_pred": 4759, + "n_ref": 4327 + }, + "12": { + "Dice": 0.6754323619995262, + "FN": 1877, + "FP": 863, + "IoU": 0.5099266678590592, + "TN": 55375657, + "TP": 2851, + "n_pred": 3714, + "n_ref": 4728 + }, + "13": { + "Dice": 0.8037406461601431, + "FN": 9706, + "FP": 12351, + "IoU": 0.6718782541429889, + "TN": 55314026, + "TP": 45165, + "n_pred": 57516, + "n_ref": 54871 + }, + "14": { + "Dice": 0.9375973590550368, + "FN": 4300, + "FP": 7798, + "IoU": 0.8825254408451798, + "TN": 55278264, + "TP": 90886, + "n_pred": 98684, + "n_ref": 95186 + }, + "15": { + "Dice": 0.8398414846317417, + "FN": 9658, + "FP": 20168, + "IoU": 0.7239023577438973, + "TN": 55273221, + "TP": 78201, + "n_pred": 98369, + "n_ref": 87859 + }, + "2": { + "Dice": 0.9536808630398863, + "FN": 11536, + "FP": 6321, + "IoU": 0.9114626975194483, + "TN": 55179559, + "TP": 183832, + "n_pred": 190153, + "n_ref": 195368 + }, + "3": { + "Dice": 0.9557231987192842, + "FN": 9567, + "FP": 6585, + "IoU": 0.9152010248117853, + "TN": 55190774, + "TP": 174322, + "n_pred": 180907, + "n_ref": 183889 + }, + "4": { + "Dice": 0.8428177158627941, + "FN": 996, + "FP": 1396, + "IoU": 0.7283361726291879, + "TN": 55372443, + "TP": 6413, + "n_pred": 7809, + "n_ref": 7409 + }, + "5": { + "Dice": 0.621291025796294, + "FN": 3075, + "FP": 52, + "IoU": 0.45063246661981726, + "TN": 55375556, + "TP": 2565, + "n_pred": 2617, + "n_ref": 5640 + }, + "6": { + "Dice": 0.9704591873675065, + "FN": 57923, + "FP": 29798, + "IoU": 0.9426136151767333, + "TN": 53852645, + "TP": 1440882, + "n_pred": 1470680, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.9255671948202348, + "FN": 17006, + "FP": 8446, + "IoU": 0.8614472588310225, + "TN": 55197549, + "TP": 158247, + "n_pred": 166693, + "n_ref": 175253 + }, + "8": { + "Dice": 0.9381595041150984, + "FN": 1798, + "FP": 4168, + "IoU": 0.8835220616946505, + "TN": 55330028, + "TP": 45254, + "n_pred": 49422, + "n_ref": 47052 + }, + "9": { + "Dice": 0.8870903768061196, + "FN": 3949, + "FP": 8007, + "IoU": 0.7970911189179098, + "TN": 55322325, + "TP": 46967, + "n_pred": 54974, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9729130734280333, + "FN": 12618, + "FP": 2757, + "IoU": 0.9472548508384334, + "TN": 110855119, + "TP": 276121, + "n_pred": 278878, + "n_ref": 288739 + }, + "10": { + "Dice": 0.8561478797685421, + "FN": 9257, + "FP": 15280, + "IoU": 0.7484777661602805, + "TN": 111049061, + "TP": 73017, + "n_pred": 88297, + "n_ref": 82274 + }, + "11": { + "Dice": 0.7571529912508868, + "FN": 432, + "FP": 1622, + "IoU": 0.6092085235920852, + "TN": 111141359, + "TP": 3202, + "n_pred": 4824, + "n_ref": 3634 + }, + "12": { + "Dice": 0.8092957246762462, + "FN": 823, + "FP": 252, + "IoU": 0.679678188319428, + "TN": 111143259, + "TP": 2281, + "n_pred": 2533, + "n_ref": 3104 + }, + "13": { + "Dice": 0.8268589993934207, + "FN": 12839, + "FP": 7998, + "IoU": 0.7048249093381687, + "TN": 111076023, + "TP": 49755, + "n_pred": 57753, + "n_ref": 62594 + }, + "14": { + "Dice": 0.8849677467935042, + "FN": 5858, + "FP": 3308, + "IoU": 0.7936700882405907, + "TN": 111102191, + "TP": 35258, + "n_pred": 38566, + "n_ref": 41116 + }, + "15": { + "Dice": 0.8208891269416175, + "FN": 2375, + "FP": 7657, + "IoU": 0.6961933315163078, + "TN": 111113594, + "TP": 22989, + "n_pred": 30646, + "n_ref": 25364 + }, + "2": { + "Dice": 0.9619409617573076, + "FN": 9229, + "FP": 2376, + "IoU": 0.9266726903951018, + "TN": 110988352, + "TP": 146658, + "n_pred": 149034, + "n_ref": 155887 + }, + "3": { + "Dice": 0.9669592539025486, + "FN": 11899, + "FP": 4001, + "IoU": 0.9360320563883457, + "TN": 110898053, + "TP": 232662, + "n_pred": 236663, + "n_ref": 244561 + }, + "4": { + "Dice": 0.9062419329856988, + "FN": 1285, + "FP": 2347, + "IoU": 0.828557941940052, + "TN": 111125430, + "TP": 17553, + "n_pred": 19900, + "n_ref": 18838 + }, + "5": { + "Dice": 0.8155487804878049, + "FN": 487, + "FP": 1449, + "IoU": 0.6885456885456885, + "TN": 111140399, + "TP": 4280, + "n_pred": 5729, + "n_ref": 4767 + }, + "6": { + "Dice": 0.978815546581034, + "FN": 21172, + "FP": 47351, + "IoU": 0.9585100353848128, + "TN": 109495059, + "TP": 1583033, + "n_pred": 1630384, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.5205301231558667, + "FN": 242667, + "FP": 7938, + "IoU": 0.35183556711963127, + "TN": 110759977, + "TP": 136033, + "n_pred": 143971, + "n_ref": 378700 + }, + "8": { + "Dice": 0.9348285307741971, + "FN": 5981, + "FP": 4416, + "IoU": 0.8776319661036898, + "TN": 111061650, + "TP": 74568, + "n_pred": 78984, + "n_ref": 80549 + }, + "9": { + "Dice": 0.9056494673978841, + "FN": 5734, + "FP": 4709, + "IoU": 0.8275679870548024, + "TN": 111086052, + "TP": 50120, + "n_pred": 54829, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9731767752860754, + "FN": 6799, + "FP": 3972, + "IoU": 0.947754931777283, + "TN": 96914862, + "TP": 195392, + "n_pred": 199364, + "n_ref": 202191 + }, + "10": { + "Dice": 0.8774985288186248, + "FN": 8045, + "FP": 10482, + "IoU": 0.7817348585700317, + "TN": 97036142, + "TP": 66356, + "n_pred": 76838, + "n_ref": 74401 + }, + "11": { + "Dice": 0.7350210970464135, + "FN": 1299, + "FP": 585, + "IoU": 0.5810540360240161, + "TN": 97116528, + "TP": 2613, + "n_pred": 3198, + "n_ref": 3912 + }, + "12": { + "Dice": 0.6633266533066132, + "FN": 2304, + "FP": 720, + "IoU": 0.4962518740629685, + "TN": 97115022, + "TP": 2979, + "n_pred": 3699, + "n_ref": 5283 + }, + "13": { + "Dice": 0.8356016589296142, + "FN": 9161, + "FP": 7448, + "IoU": 0.7176252571448002, + "TN": 97062206, + "TP": 42210, + "n_pred": 49658, + "n_ref": 51371 + }, + "14": { + "Dice": 0.9432647307583873, + "FN": 7841, + "FP": 7252, + "IoU": 0.892621603739355, + "TN": 96980466, + "TP": 125466, + "n_pred": 132718, + "n_ref": 133307 + }, + "15": { + "Dice": 0.9177607151869075, + "FN": 4850, + "FP": 6557, + "IoU": 0.848020144958431, + "TN": 97045969, + "TP": 63649, + "n_pred": 70206, + "n_ref": 68499 + }, + "2": { + "Dice": 0.9605159722718503, + "FN": 6108, + "FP": 7152, + "IoU": 0.9240314874016019, + "TN": 96946479, + "TP": 161286, + "n_pred": 168438, + "n_ref": 167394 + }, + "3": { + "Dice": 0.9578056665198972, + "FN": 9927, + "FP": 8568, + "IoU": 0.9190278969581283, + "TN": 96892613, + "TP": 209917, + "n_pred": 218485, + "n_ref": 219844 + }, + "4": { + "Dice": 0.9041142468548113, + "FN": 1279, + "FP": 2105, + "IoU": 0.8250077567483711, + "TN": 97101687, + "TP": 15954, + "n_pred": 18059, + "n_ref": 17233 + }, + "5": { + "Dice": 0.5258574917702028, + "FN": 7506, + "FP": 1424, + "IoU": 0.3567209335830572, + "TN": 97107143, + "TP": 4952, + "n_pred": 6376, + "n_ref": 12458 + }, + "6": { + "Dice": 0.9814801505947383, + "FN": 30805, + "FP": 27949, + "IoU": 0.963633797778068, + "TN": 95505404, + "TP": 1556867, + "n_pred": 1584816, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.937499613374161, + "FN": 23662, + "FP": 16752, + "IoU": 0.8823522562202162, + "TN": 96777508, + "TP": 303103, + "n_pred": 319855, + "n_ref": 326765 + }, + "8": { + "Dice": 0.9503533091850199, + "FN": 6837, + "FP": 2908, + "IoU": 0.9054030441873107, + "TN": 97018009, + "TP": 93271, + "n_pred": 96179, + "n_ref": 100108 + }, + "9": { + "Dice": 0.935123890775996, + "FN": 6662, + "FP": 5657, + "IoU": 0.8781527566220253, + "TN": 97019923, + "TP": 88783, + "n_pred": 94440, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9726013692902418, + "FN": 7558, + "FP": 3123, + "IoU": 0.9466640700293121, + "TN": 78856146, + "TP": 189578, + "n_pred": 192701, + "n_ref": 197136 + }, + "10": { + "Dice": 0.8519666731253633, + "FN": 9469, + "FP": 19563, + "IoU": 0.7421097046413502, + "TN": 78943830, + "TP": 83543, + "n_pred": 103106, + "n_ref": 93012 + }, + "11": { + "Dice": 0.633350331463539, + "FN": 1146, + "FP": 1011, + "IoU": 0.4634328358208955, + "TN": 79052385, + "TP": 1863, + "n_pred": 2874, + "n_ref": 3009 + }, + "12": { + "Dice": 0.5494613124387855, + "FN": 1321, + "FP": 1439, + "IoU": 0.3787981093855503, + "TN": 79051962, + "TP": 1683, + "n_pred": 3122, + "n_ref": 3004 + }, + "13": { + "Dice": 0.7297642771510008, + "FN": 19517, + "FP": 14520, + "IoU": 0.5745109069316833, + "TN": 78976410, + "TP": 45958, + "n_pred": 60478, + "n_ref": 65475 + }, + "14": { + "Dice": 0.6033527718098245, + "FN": 17237, + "FP": 9902, + "IoU": 0.4320008371703642, + "TN": 79008625, + "TP": 20641, + "n_pred": 30543, + "n_ref": 37878 + }, + "15": { + "Dice": 0.6663522591331554, + "FN": 9567, + "FP": 19439, + "IoU": 0.49964637491159375, + "TN": 78998434, + "TP": 28965, + "n_pred": 48404, + "n_ref": 38532 + }, + "2": { + "Dice": 0.9350297803670815, + "FN": 4975, + "FP": 10002, + "IoU": 0.8779867860430635, + "TN": 78933656, + "TP": 107772, + "n_pred": 117774, + "n_ref": 112747 + }, + "3": { + "Dice": 0.9444200091350464, + "FN": 9725, + "FP": 3417, + "IoU": 0.8946929814017965, + "TN": 78931608, + "TP": 111655, + "n_pred": 115072, + "n_ref": 121380 + }, + "4": { + "Dice": 0.8540297053810567, + "FN": 1467, + "FP": 931, + "IoU": 0.7452459364708383, + "TN": 79046992, + "TP": 7015, + "n_pred": 7946, + "n_ref": 8482 + }, + "5": { + "Dice": 0.843209229155742, + "FN": 938, + "FP": 557, + "IoU": 0.728921124206709, + "TN": 79050890, + "TP": 4020, + "n_pred": 4577, + "n_ref": 4958 + }, + "6": { + "Dice": 0.978663549358956, + "FN": 31479, + "FP": 24646, + "IoU": 0.958218566217524, + "TN": 77713105, + "TP": 1287175, + "n_pred": 1311821, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.9353582699854551, + "FN": 47922, + "FP": 10965, + "IoU": 0.8785662290099003, + "TN": 78571474, + "TP": 426044, + "n_pred": 437009, + "n_ref": 473966 + }, + "8": { + "Dice": 0.9283172811483958, + "FN": 1262, + "FP": 3412, + "IoU": 0.8662239903832394, + "TN": 79021466, + "TP": 30265, + "n_pred": 33677, + "n_ref": 31527 + }, + "9": { + "Dice": 0.9258043613005015, + "FN": 5570, + "FP": 4964, + "IoU": 0.8618582388040128, + "TN": 78980150, + "TP": 65721, + "n_pred": 70685, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9648434313291914, + "FN": 8708, + "FP": 7668, + "IoU": 0.9320748769126754, + "TN": 122470851, + "TP": 224713, + "n_pred": 232381, + "n_ref": 233421 + }, + "10": { + "Dice": 0.8502801452903792, + "FN": 15472, + "FP": 17957, + "IoU": 0.7395541981878102, + "TN": 122583587, + "TP": 94924, + "n_pred": 112881, + "n_ref": 110396 + }, + "11": { + "Dice": 0.45453366195356076, + "FN": 2430, + "FP": 1775, + "IoU": 0.29410777236864194, + "TN": 122705983, + "TP": 1752, + "n_pred": 3527, + "n_ref": 4182 + }, + "12": { + "Dice": 0.3428378985181859, + "FN": 4763, + "FP": 1091, + "IoU": 0.20688253624170166, + "TN": 122704559, + "TP": 1527, + "n_pred": 2618, + "n_ref": 6290 + }, + "13": { + "Dice": 0.42027562313115824, + "FN": 34755, + "FP": 17786, + "IoU": 0.26604363981784146, + "TN": 122640354, + "TP": 19045, + "n_pred": 36831, + "n_ref": 53800 + }, + "14": { + "Dice": 0.8789391011829467, + "FN": 12850, + "FP": 13277, + "IoU": 0.7840244023410375, + "TN": 122590968, + "TP": 94845, + "n_pred": 108122, + "n_ref": 107695 + }, + "15": { + "Dice": 0.9189953873895415, + "FN": 4966, + "FP": 3165, + "IoU": 0.8501308659269362, + "TN": 122657686, + "TP": 46123, + "n_pred": 49288, + "n_ref": 51089 + }, + "2": { + "Dice": 0.6925951685445356, + "FN": 62255, + "FP": 4043, + "IoU": 0.5297480565170516, + "TN": 122570956, + "TP": 74686, + "n_pred": 78729, + "n_ref": 136941 + }, + "3": { + "Dice": 0.7891658069637321, + "FN": 3215, + "FP": 73014, + "IoU": 0.6517538169159501, + "TN": 122493046, + "TP": 142665, + "n_pred": 215679, + "n_ref": 145880 + }, + "4": { + "Dice": 0.8421341129179609, + "FN": 10167, + "FP": 10569, + "IoU": 0.7273157645573616, + "TN": 122635896, + "TP": 55308, + "n_pred": 65877, + "n_ref": 65475 + }, + "5": { + "Dice": 0.47810017417902206, + "FN": 11582, + "FP": 703, + "IoU": 0.31414694059848147, + "TN": 122694028, + "TP": 5627, + "n_pred": 6330, + "n_ref": 17209 + }, + "6": { + "Dice": 0.9795333925311155, + "FN": 39590, + "FP": 30248, + "IoU": 0.9598877468031043, + "TN": 120970876, + "TP": 1671226, + "n_pred": 1701474, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.7987524169819252, + "FN": 91166, + "FP": 148218, + "IoU": 0.6649357120662, + "TN": 121997498, + "TP": 475058, + "n_pred": 623276, + "n_ref": 566224 + }, + "8": { + "Dice": 0.9210228006485773, + "FN": 8076, + "FP": 13940, + "IoU": 0.8536072877185983, + "TN": 122561550, + "TP": 128374, + "n_pred": 142314, + "n_ref": 136450 + }, + "9": { + "Dice": 0.8986976836663684, + "FN": 6946, + "FP": 8339, + "IoU": 0.8160317746885719, + "TN": 122628855, + "TP": 67800, + "n_pred": 76139, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/loop_006/summary_cross_val.json b/nnActive_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/loop_006/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..e5200a7d9dee1b736acbfefc8429fd90e3f9a9cf --- /dev/null +++ b/nnActive_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/loop_006/summary_cross_val.json @@ -0,0 +1,24396 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": 0.6186960060143057, + "FN": 3028.3133333333335, + "FP": 2764.957777777778, + "IoU": 0.5282577909989641, + "TN": 2438373.8088888894, + "TP": 20763.05333333334, + "n_pred": 23528.011111111107, + "n_ref": 23791.366666666665 + }, + "mean": { + "1": { + "Dice": 0.7637676294594599, + "FN": 2751.133333333333, + "FP": 1844.3, + "IoU": 0.699695538676594, + "TN": 2433714.466666667, + "TP": 26620.233333333334, + "n_pred": 28464.533333333333, + "n_ref": 29371.366666666665 + }, + "10": { + "Dice": 0.683583205517754, + "FN": 3347.3, + "FP": 3161.133333333333, + "IoU": 0.5609822031223416, + "TN": 2445142.2, + "TP": 13279.5, + "n_pred": 16440.633333333335, + "n_ref": 16626.8 + }, + "11": { + "Dice": 0.44151648980202207, + "FN": 241.43333333333334, + "FP": 148.96666666666667, + "IoU": 0.34088610175923806, + "TN": 2464181.1, + "TP": 358.6333333333333, + "n_pred": 507.6, + "n_ref": 600.0666666666667 + }, + "12": { + "Dice": 0.3385721135976866, + "FN": 366.6, + "FP": 389.5, + "IoU": 0.24823194134642482, + "TN": 2463648.966666667, + "TP": 525.0666666666667, + "n_pred": 914.5666666666667, + "n_ref": 891.6666666666666 + }, + "13": { + "Dice": 0.46239029763526845, + "FN": 4030.133333333333, + "FP": 1973.5, + "IoU": 0.3545318957513262, + "TN": 2453040.1, + "TP": 5886.4, + "n_pred": 7859.9, + "n_ref": 9916.533333333333 + }, + "14": { + "Dice": 0.674003905239598, + "FN": 3778.366666666667, + "FP": 2254.4666666666667, + "IoU": 0.5858135949406962, + "TN": 2438375.9, + "TP": 20521.4, + "n_pred": 22775.866666666665, + "n_ref": 24299.766666666666 + }, + "15": { + "Dice": 0.5784723360689783, + "FN": 2446.8, + "FP": 3062.0666666666666, + "IoU": 0.46525174540326136, + "TN": 2452027.066666667, + "TP": 7394.2, + "n_pred": 10456.266666666666, + "n_ref": 9841.0 + }, + "2": { + "Dice": 0.6527278086556074, + "FN": 4464.1, + "FP": 1231.0333333333333, + "IoU": 0.5808493660140317, + "TN": 2441410.466666667, + "TP": 17824.533333333333, + "n_pred": 19055.566666666666, + "n_ref": 22288.633333333335 + }, + "3": { + "Dice": 0.6478964948187438, + "FN": 3210.266666666667, + "FP": 3190.0333333333333, + "IoU": 0.5868583218707746, + "TN": 2441914.6, + "TP": 16615.233333333334, + "n_pred": 19805.266666666666, + "n_ref": 19825.5 + }, + "4": { + "Dice": 0.5303227920389277, + "FN": 2049.3333333333335, + "FP": 1984.7666666666667, + "IoU": 0.42099271219051976, + "TN": 2455423.3333333335, + "TP": 5472.7, + "n_pred": 7457.466666666666, + "n_ref": 7522.033333333334 + }, + "5": { + "Dice": 0.48564650668583387, + "FN": 548.4333333333333, + "FP": 470.53333333333336, + "IoU": 0.3556027142112044, + "TN": 2462989.466666667, + "TP": 921.7, + "n_pred": 1392.2333333333333, + "n_ref": 1470.1333333333334 + }, + "6": { + "Dice": 0.8883591526947586, + "FN": 10053.766666666666, + "FP": 5906.966666666666, + "IoU": 0.8365750740958109, + "TN": 2318410.3333333335, + "TP": 130559.06666666667, + "n_pred": 136466.03333333333, + "n_ref": 140612.83333333334 + }, + "7": { + "Dice": 0.6166626553718365, + "FN": 5075.533333333334, + "FP": 13905.7, + "IoU": 0.5319114292933805, + "TN": 2399321.1333333333, + "TP": 46627.76666666667, + "n_pred": 60533.46666666667, + "n_ref": 51703.3 + }, + "8": { + "Dice": 0.8225464294292242, + "FN": 2292.366666666667, + "FP": 608.4666666666667, + "IoU": 0.7534093966277868, + "TN": 2450221.566666667, + "TP": 11807.733333333334, + "n_pred": 12416.2, + "n_ref": 14100.1 + }, + "9": { + "Dice": 0.6939722731988877, + "FN": 769.1333333333333, + "FP": 1342.9333333333334, + "IoU": 0.6022748296810717, + "TN": 2455786.433333333, + "TP": 7031.633333333333, + "n_pred": 8374.566666666668, + "n_ref": 7800.766666666666 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.4534412955465587, + "FN": 373, + "FP": 32, + "IoU": 0.2931937172774869, + "TN": 1226051, + "TP": 168, + "n_pred": 200, + "n_ref": 541 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8984451518119491, + "FN": 2310, + "FP": 1008, + "IoU": 0.81561544873576, + "TN": 1208629, + "TP": 14677, + "n_pred": 15685, + "n_ref": 16987 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9765246565552291, + "FN": 1947, + "FP": 2783, + "IoU": 0.9541262159462317, + "TN": 1123515, + "TP": 98379, + "n_pred": 101162, + "n_ref": 100326 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0004.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0004.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9473447344734474, + "FN": 1319, + "FP": 3127, + "IoU": 0.8999572466866183, + "TN": 1883111, + "TP": 39995, + "n_pred": 43122, + "n_ref": 41314 + }, + "10": { + "Dice": 0.7625775584959258, + "FN": 4334, + "FP": 8370, + "IoU": 0.6162629130671178, + "TN": 1894446, + "TP": 20402, + "n_pred": 28772, + "n_ref": 24736 + }, + "11": { + "Dice": 0.10714285714285714, + "FN": 149, + "FP": 101, + "IoU": 0.05660377358490566, + "TN": 1927287, + "TP": 15, + "n_pred": 116, + "n_ref": 164 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 1927546, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "13": { + "Dice": 0.4368707950694888, + "FN": 9625, + "FP": 1842, + "IoU": 0.2794847628023877, + "TN": 1911637, + "TP": 4448, + "n_pred": 6290, + "n_ref": 14073 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 126, + "IoU": 0.0, + "TN": 1927426, + "TP": 0, + "n_pred": 126, + "n_ref": 0 + }, + "15": { + "Dice": 0.8762611840852846, + "FN": 6346, + "FP": 2754, + "IoU": 0.7797729967812976, + "TN": 1886231, + "TP": 32221, + "n_pred": 34975, + "n_ref": 38567 + }, + "2": { + "Dice": 0.9239326665040254, + "FN": 1052, + "FP": 507, + "IoU": 0.8586197515189988, + "TN": 1916525, + "TP": 9468, + "n_pred": 9975, + "n_ref": 10520 + }, + "3": { + "Dice": 0.962077287429527, + "FN": 1790, + "FP": 1997, + "IoU": 0.9269257486878666, + "TN": 1875728, + "TP": 48037, + "n_pred": 50034, + "n_ref": 49827 + }, + "4": { + "Dice": 0.0026402640264026403, + "FN": 99, + "FP": 1412, + "IoU": 0.0013218770654329147, + "TN": 1926039, + "TP": 2, + "n_pred": 1414, + "n_ref": 101 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9737908522304884, + "FN": 3071, + "FP": 6307, + "IoU": 0.9489204557833504, + "TN": 1743956, + "TP": 174218, + "n_pred": 180525, + "n_ref": 177289 + }, + "7": { + "Dice": 0.9187836588152097, + "FN": 8221, + "FP": 737, + "IoU": 0.8497685651036426, + "TN": 1867924, + "TP": 50670, + "n_pred": 51407, + "n_ref": 58891 + }, + "8": { + "Dice": 0.9104928938615059, + "FN": 637, + "FP": 547, + "IoU": 0.835692478490147, + "TN": 1920346, + "TP": 6022, + "n_pred": 6569, + "n_ref": 6659 + }, + "9": { + "Dice": 0.9396622546782292, + "FN": 475, + "FP": 847, + "IoU": 0.8861914600550964, + "TN": 1915936, + "TP": 10294, + "n_pred": 11141, + "n_ref": 10769 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0011.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0011.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7426376440460948, + "FN": 199, + "FP": 2, + "IoU": 0.5906313645621182, + "TN": 3153685, + "TP": 290, + "n_pred": 292, + "n_ref": 489 + }, + "10": { + "Dice": 0.6476190476190476, + "FN": 91, + "FP": 20, + "IoU": 0.4788732394366197, + "TN": 3153963, + "TP": 102, + "n_pred": 122, + "n_ref": 193 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9259057265290223, + "FN": 709, + "FP": 242, + "IoU": 0.8620339474829537, + "TN": 3147283, + "TP": 5942, + "n_pred": 6184, + "n_ref": 6651 + }, + "14": { + "Dice": 0.721875, + "FN": 273, + "FP": 617, + "IoU": 0.5647921760391198, + "TN": 3152131, + "TP": 1155, + "n_pred": 1772, + "n_ref": 1428 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9273233277010238, + "FN": 957, + "FP": 6355, + "IoU": 0.8644947276736903, + "TN": 3100215, + "TP": 46649, + "n_pred": 53004, + "n_ref": 47606 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 348, + "IoU": 0.0, + "TN": 3153828, + "TP": 0, + "n_pred": 348, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 273, + "FP": 0, + "IoU": 0.0, + "TN": 3153903, + "TP": 0, + "n_pred": 0, + "n_ref": 273 + }, + "6": { + "Dice": 0.955782485119801, + "FN": 6834, + "FP": 5394, + "IoU": 0.9153097620944004, + "TN": 3009791, + "TP": 132157, + "n_pred": 137551, + "n_ref": 138991 + }, + "7": { + "Dice": 0.9623845393503527, + "FN": 16867, + "FP": 5205, + "IoU": 0.9274963373693442, + "TN": 2849750, + "TP": 282354, + "n_pred": 287559, + "n_ref": 299221 + }, + "8": { + "Dice": 0.05455051489006401, + "FN": 3392, + "FP": 5, + "IoU": 0.02804005722460658, + "TN": 3150681, + "TP": 98, + "n_pred": 103, + "n_ref": 3490 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 224, + "IoU": 0.0, + "TN": 3153952, + "TP": 0, + "n_pred": 224, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0015.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0015.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9704359445465175, + "FN": 1052, + "FP": 2488, + "IoU": 0.9425697598961713, + "TN": 2391608, + "TP": 58100, + "n_pred": 60588, + "n_ref": 59152 + }, + "10": { + "Dice": 0.8102167182662539, + "FN": 2545, + "FP": 6037, + "IoU": 0.6809784022898777, + "TN": 2426347, + "TP": 18319, + "n_pred": 24356, + "n_ref": 20864 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 2019, + "IoU": 0.0, + "TN": 2451229, + "TP": 0, + "n_pred": 2019, + "n_ref": 0 + }, + "14": { + "Dice": 0.5174138238971245, + "FN": 10272, + "FP": 536, + "IoU": 0.34899409709673535, + "TN": 2436646, + "TP": 5794, + "n_pred": 6330, + "n_ref": 16066 + }, + "15": { + "Dice": 0.47342995169082125, + "FN": 4360, + "FP": 0, + "IoU": 0.310126582278481, + "TN": 2446928, + "TP": 1960, + "n_pred": 1960, + "n_ref": 6320 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9639815719670529, + "FN": 177, + "FP": 339, + "IoU": 0.9304675919687374, + "TN": 2445827, + "TP": 6905, + "n_pred": 7244, + "n_ref": 7082 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.63058527375708, + "FN": 1064, + "FP": 697, + "IoU": 0.46047794117647056, + "TN": 2449984, + "TP": 1503, + "n_pred": 2200, + "n_ref": 2567 + }, + "6": { + "Dice": 0.8445330279866249, + "FN": 51797, + "FP": 2648, + "IoU": 0.7309019196931654, + "TN": 2250924, + "TP": 147879, + "n_pred": 150527, + "n_ref": 199676 + }, + "7": { + "Dice": 0.6535471057396512, + "FN": 5389, + "FP": 49908, + "IoU": 0.48538430755772294, + "TN": 2345795, + "TP": 52156, + "n_pred": 102064, + "n_ref": 57545 + }, + "8": { + "Dice": 0.9384800384800385, + "FN": 1286, + "FP": 1272, + "IoU": 0.8840908061081154, + "TN": 2431179, + "TP": 19511, + "n_pred": 20783, + "n_ref": 20797 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0030.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0030.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9310209295470178, + "FN": 5132, + "FP": 8908, + "IoU": 0.8709440205901278, + "TN": 3045386, + "TP": 94750, + "n_pred": 103658, + "n_ref": 99882 + }, + "10": { + "Dice": 0.840348692403487, + "FN": 732, + "FP": 550, + "IoU": 0.7246563573883161, + "TN": 3149520, + "TP": 3374, + "n_pred": 3924, + "n_ref": 4106 + }, + "11": { + "Dice": 0.6064869089488081, + "FN": 1073, + "FP": 941, + "IoU": 0.43522153673583847, + "TN": 3150610, + "TP": 1552, + "n_pred": 2493, + "n_ref": 2625 + }, + "12": { + "Dice": 0.628369180506398, + "FN": 918, + "FP": 1812, + "IoU": 0.4581183009130607, + "TN": 3149138, + "TP": 2308, + "n_pred": 4120, + "n_ref": 3226 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9147464107095418, + "FN": 5780, + "FP": 8982, + "IoU": 0.8428872474935609, + "TN": 3060218, + "TP": 79196, + "n_pred": 88178, + "n_ref": 84976 + }, + "15": { + "Dice": 0.6004062956845323, + "FN": 19730, + "FP": 1317, + "IoU": 0.42898613635747035, + "TN": 3117317, + "TP": 15812, + "n_pred": 17129, + "n_ref": 35542 + }, + "2": { + "Dice": 0.9295839136158117, + "FN": 2159, + "FP": 1532, + "IoU": 0.8684323091181293, + "TN": 3126122, + "TP": 24363, + "n_pred": 25895, + "n_ref": 26522 + }, + "3": { + "Dice": 0.9265264698246359, + "FN": 1867, + "FP": 1246, + "IoU": 0.8631106811485862, + "TN": 3131435, + "TP": 19628, + "n_pred": 20874, + "n_ref": 21495 + }, + "4": { + "Dice": 0.837465564738292, + "FN": 1861, + "FP": 2623, + "IoU": 0.7203791469194313, + "TN": 3138140, + "TP": 11552, + "n_pred": 14175, + "n_ref": 13413 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9210346231837208, + "FN": 3344, + "FP": 15465, + "IoU": 0.8536275982288075, + "TN": 3025675, + "TP": 109692, + "n_pred": 125157, + "n_ref": 113036 + }, + "7": { + "Dice": 0.8232934244342757, + "FN": 2686, + "FP": 2952, + "IoU": 0.6996590666950778, + "TN": 3135404, + "TP": 13134, + "n_pred": 16086, + "n_ref": 15820 + }, + "8": { + "Dice": 0.8792763157894737, + "FN": 934, + "FP": 1268, + "IoU": 0.7845611975344878, + "TN": 3143955, + "TP": 8019, + "n_pred": 9287, + "n_ref": 8953 + }, + "9": { + "Dice": 0.6048324240062354, + "FN": 173, + "FP": 334, + "IoU": 0.4335195530726257, + "TN": 3153281, + "TP": 388, + "n_pred": 722, + "n_ref": 561 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0035.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0035.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5814332247557004, + "FN": 71, + "FP": 443, + "IoU": 0.40987370838117104, + "TN": 2452377, + "TP": 357, + "n_pred": 800, + "n_ref": 428 + }, + "10": { + "Dice": 0.5419190309212624, + "FN": 3017, + "FP": 1294, + "IoU": 0.3716659379099257, + "TN": 2446387, + "TP": 2550, + "n_pred": 3844, + "n_ref": 5567 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7112411199331383, + "FN": 595, + "FP": 96, + "IoU": 0.5518806744487679, + "TN": 2451706, + "TP": 851, + "n_pred": 947, + "n_ref": 1446 + }, + "13": { + "Dice": 0.27408412483039346, + "FN": 647, + "FP": 423, + "IoU": 0.15880503144654087, + "TN": 2451976, + "TP": 202, + "n_pred": 625, + "n_ref": 849 + }, + "14": { + "Dice": 0.9051628236245954, + "FN": 7268, + "FP": 234, + "IoU": 0.8267556520333464, + "TN": 2409945, + "TP": 35801, + "n_pred": 36035, + "n_ref": 43069 + }, + "15": { + "Dice": 0.7762758620689655, + "FN": 3097, + "FP": 147, + "IoU": 0.6343552750225429, + "TN": 2444376, + "TP": 5628, + "n_pred": 5775, + "n_ref": 8725 + }, + "2": { + "Dice": 0.7463576882837021, + "FN": 15720, + "FP": 523, + "IoU": 0.5953513863630702, + "TN": 2413107, + "TP": 23898, + "n_pred": 24421, + "n_ref": 39618 + }, + "3": { + "Dice": 0.8129979286169535, + "FN": 2535, + "FP": 16243, + "IoU": 0.6849170260247999, + "TN": 2393651, + "TP": 40819, + "n_pred": 57062, + "n_ref": 43354 + }, + "4": { + "Dice": 0.8598495402619114, + "FN": 3801, + "FP": 726, + "IoU": 0.7541544477028348, + "TN": 2434834, + "TP": 13887, + "n_pred": 14613, + "n_ref": 17688 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9625425304737869, + "FN": 4253, + "FP": 3079, + "IoU": 0.92778986970267, + "TN": 2351711, + "TP": 94205, + "n_pred": 97284, + "n_ref": 98458 + }, + "7": { + "Dice": 0.9437032713527336, + "FN": 10102, + "FP": 6102, + "IoU": 0.8934073596547777, + "TN": 2301230, + "TP": 135814, + "n_pred": 141916, + "n_ref": 145916 + }, + "8": { + "Dice": 0.926936688950059, + "FN": 513, + "FP": 416, + "IoU": 0.8638229258282029, + "TN": 2446426, + "TP": 5893, + "n_pred": 6309, + "n_ref": 6406 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 132, + "IoU": 0.0, + "TN": 2453116, + "TP": 0, + "n_pred": 132, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0042.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0042.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9766406574859966, + "FN": 702, + "FP": 253, + "IoU": 0.9543477221664516, + "TN": 2432329, + "TP": 19964, + "n_pred": 20217, + "n_ref": 20666 + }, + "10": { + "Dice": 0.8465628620859325, + "FN": 7991, + "FP": 11343, + "IoU": 0.7339479840374294, + "TN": 2380578, + "TP": 53336, + "n_pred": 64679, + "n_ref": 61327 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6742968464629246, + "FN": 1068, + "FP": 1607, + "IoU": 0.5086333578251285, + "TN": 2447804, + "TP": 2769, + "n_pred": 4376, + "n_ref": 3837 + }, + "13": { + "Dice": 0.7534435261707989, + "FN": 5225, + "FP": 7305, + "IoU": 0.6044198895027625, + "TN": 2421573, + "TP": 19145, + "n_pred": 26450, + "n_ref": 24370 + }, + "14": { + "Dice": 0.7912427941675144, + "FN": 3854, + "FP": 5996, + "IoU": 0.6545919977557246, + "TN": 2424731, + "TP": 18667, + "n_pred": 24663, + "n_ref": 22521 + }, + "15": { + "Dice": 0.48194945848375453, + "FN": 1146, + "FP": 13778, + "IoU": 0.31747919143876335, + "TN": 2431382, + "TP": 6942, + "n_pred": 20720, + "n_ref": 8088 + }, + "2": { + "Dice": 0.47619047619047616, + "FN": 19, + "FP": 25, + "IoU": 0.3125, + "TN": 2453184, + "TP": 20, + "n_pred": 45, + "n_ref": 39 + }, + "3": { + "Dice": 0.8865306122448979, + "FN": 121, + "FP": 18, + "IoU": 0.7961876832844574, + "TN": 2452566, + "TP": 543, + "n_pred": 561, + "n_ref": 664 + }, + "4": { + "Dice": 0.0, + "FN": 24, + "FP": 290, + "IoU": 0.0, + "TN": 2452934, + "TP": 0, + "n_pred": 290, + "n_ref": 24 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9655988186366102, + "FN": 4675, + "FP": 4457, + "IoU": 0.933485804186636, + "TN": 2315954, + "TP": 128162, + "n_pred": 132619, + "n_ref": 132837 + }, + "7": { + "Dice": 0.9480388317496959, + "FN": 9173, + "FP": 3432, + "IoU": 0.9012108624946119, + "TN": 2325653, + "TP": 114990, + "n_pred": 118422, + "n_ref": 124163 + }, + "8": { + "Dice": 0.8729493891797556, + "FN": 1006, + "FP": 1178, + "IoU": 0.7745432022297926, + "TN": 2443561, + "TP": 7503, + "n_pred": 8681, + "n_ref": 8509 + }, + "9": { + "Dice": 0.8239456641920707, + "FN": 771, + "FP": 4802, + "IoU": 0.7006016976469324, + "TN": 2434634, + "TP": 13041, + "n_pred": 17843, + "n_ref": 13812 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0043.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0043.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9194120824010493, + "FN": 341, + "FP": 3837, + "IoU": 0.8508443111634715, + "TN": 1724309, + "TP": 23833, + "n_pred": 27670, + "n_ref": 24174 + }, + "10": { + "Dice": 0.5829596412556054, + "FN": 1707, + "FP": 618, + "IoU": 0.41139240506329117, + "TN": 1748370, + "TP": 1625, + "n_pred": 2243, + "n_ref": 3332 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 73, + "IoU": 0.0, + "TN": 1752247, + "TP": 0, + "n_pred": 73, + "n_ref": 0 + }, + "12": { + "Dice": 0.16914749661705006, + "FN": 363, + "FP": 865, + "IoU": 0.09238728750923873, + "TN": 1750967, + "TP": 125, + "n_pred": 990, + "n_ref": 488 + }, + "13": { + "Dice": 0.3720584592519197, + "FN": 4376, + "FP": 694, + "IoU": 0.2285453438831406, + "TN": 1745748, + "TP": 1502, + "n_pred": 2196, + "n_ref": 5878 + }, + "14": { + "Dice": 0.9369575762534554, + "FN": 4774, + "FP": 6013, + "IoU": 0.8813924593444533, + "TN": 1661373, + "TP": 80160, + "n_pred": 86173, + "n_ref": 84934 + }, + "15": { + "Dice": 0.5326961770623743, + "FN": 622, + "FP": 4952, + "IoU": 0.3630442235173123, + "TN": 1743569, + "TP": 3177, + "n_pred": 8129, + "n_ref": 3799 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 39, + "IoU": 0.0, + "TN": 1752281, + "TP": 0, + "n_pred": 39, + "n_ref": 0 + }, + "3": { + "Dice": 0.9232888888888889, + "FN": 318, + "FP": 1408, + "IoU": 0.8575084619829935, + "TN": 1740207, + "TP": 10387, + "n_pred": 11795, + "n_ref": 10705 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7444075624188194, + "FN": 76, + "FP": 1695, + "IoU": 0.5928735632183908, + "TN": 1747970, + "TP": 2579, + "n_pred": 4274, + "n_ref": 2655 + }, + "7": { + "Dice": 0.49656763139107035, + "FN": 9095, + "FP": 72, + "IoU": 0.3302893045002922, + "TN": 1738632, + "TP": 4521, + "n_pred": 4593, + "n_ref": 13616 + }, + "8": { + "Dice": 0.8314284004547903, + "FN": 4354, + "FP": 1280, + "IoU": 0.7114911921343712, + "TN": 1732792, + "TP": 13894, + "n_pred": 15174, + "n_ref": 18248 + }, + "9": { + "Dice": 0.09762805087658989, + "FN": 2567, + "FP": 58, + "IoU": 0.051319118178532706, + "TN": 1749553, + "TP": 142, + "n_pred": 200, + "n_ref": 2709 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0076.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0076.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9847884788478848, + "FN": 1353, + "FP": 1689, + "IoU": 0.9700328043266248, + "TN": 3928825, + "TP": 98469, + "n_pred": 100158, + "n_ref": 99822 + }, + "10": { + "Dice": 0.7525096640795901, + "FN": 1299, + "FP": 6960, + "IoU": 0.603218832572664, + "TN": 4009521, + "TP": 12556, + "n_pred": 19516, + "n_ref": 13855 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 252, + "IoU": 0.0, + "TN": 4030084, + "TP": 0, + "n_pred": 252, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 538, + "IoU": 0.0, + "TN": 4029798, + "TP": 0, + "n_pred": 538, + "n_ref": 0 + }, + "13": { + "Dice": 0.4822655264264685, + "FN": 13273, + "FP": 5192, + "IoU": 0.3177535562534639, + "TN": 4003271, + "TP": 8600, + "n_pred": 13792, + "n_ref": 21873 + }, + "14": { + "Dice": 0.06256437645443101, + "FN": 15161, + "FP": 9412, + "IoU": 0.03229236403733313, + "TN": 4004943, + "TP": 820, + "n_pred": 10232, + "n_ref": 15981 + }, + "15": { + "Dice": 0.789994441356309, + "FN": 859, + "FP": 1030, + "IoU": 0.6528849687614847, + "TN": 4024894, + "TP": 3553, + "n_pred": 4583, + "n_ref": 4412 + }, + "2": { + "Dice": 0.6638955564662491, + "FN": 5639, + "FP": 102, + "IoU": 0.4968889667864341, + "TN": 4018925, + "TP": 5670, + "n_pred": 5772, + "n_ref": 11309 + }, + "3": { + "Dice": 0.31758034026465026, + "FN": 161, + "FP": 5615, + "IoU": 0.18876404494382024, + "TN": 4023216, + "TP": 1344, + "n_pred": 6959, + "n_ref": 1505 + }, + "4": { + "Dice": 0.6867796610169492, + "FN": 7018, + "FP": 2222, + "IoU": 0.5229736706246774, + "TN": 4010966, + "TP": 10130, + "n_pred": 12352, + "n_ref": 17148 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4030336, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9736091891675321, + "FN": 627, + "FP": 16499, + "IoU": 0.9485755122630858, + "TN": 3697304, + "TP": 315906, + "n_pred": 332405, + "n_ref": 316533 + }, + "7": { + "Dice": 0.8171606434552666, + "FN": 33177, + "FP": 33201, + "IoU": 0.690846680856415, + "TN": 3815627, + "TP": 148331, + "n_pred": 181532, + "n_ref": 181508 + }, + "8": { + "Dice": 0.9468674048069133, + "FN": 566, + "FP": 1008, + "IoU": 0.8990960959035835, + "TN": 4014737, + "TP": 14025, + "n_pred": 15033, + "n_ref": 14591 + }, + "9": { + "Dice": 0.8320722292046067, + "FN": 205, + "FP": 6342, + "IoU": 0.7124346642069662, + "TN": 4007569, + "TP": 16220, + "n_pred": 22562, + "n_ref": 16425 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0111.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0111.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9395886952471996, + "FN": 11940, + "FP": 383, + "IoU": 0.8860606172679697, + "TN": 2695558, + "TP": 95831, + "n_pred": 96214, + "n_ref": 107771 + }, + "10": { + "Dice": 0.6410885917258671, + "FN": 3373, + "FP": 10369, + "IoU": 0.4717662886796079, + "TN": 2777697, + "TP": 12273, + "n_pred": 22642, + "n_ref": 15646 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6916533758639022, + "FN": 889, + "FP": 271, + "IoU": 0.5286468915075173, + "TN": 2801251, + "TP": 1301, + "n_pred": 1572, + "n_ref": 2190 + }, + "13": { + "Dice": 0.8792450729317448, + "FN": 1524, + "FP": 2814, + "IoU": 0.7845114500024837, + "TN": 2783581, + "TP": 15793, + "n_pred": 18607, + "n_ref": 17317 + }, + "14": { + "Dice": 0.8589126949424282, + "FN": 3872, + "FP": 0, + "IoU": 0.7527142674671095, + "TN": 2788054, + "TP": 11786, + "n_pred": 11786, + "n_ref": 15658 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9507545991255113, + "FN": 1233, + "FP": 3655, + "IoU": 0.9061317765444664, + "TN": 2751639, + "TP": 47185, + "n_pred": 50840, + "n_ref": 48418 + }, + "3": { + "Dice": 0.9589818374651995, + "FN": 1065, + "FP": 2029, + "IoU": 0.9211960674443482, + "TN": 2764450, + "TP": 36168, + "n_pred": 38197, + "n_ref": 37233 + }, + "4": { + "Dice": 0.7380593262946205, + "FN": 485, + "FP": 36, + "IoU": 0.5848605577689243, + "TN": 2802457, + "TP": 734, + "n_pred": 770, + "n_ref": 1219 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9587941918030072, + "FN": 6175, + "FP": 5020, + "IoU": 0.9208498303167421, + "TN": 2662272, + "TP": 130245, + "n_pred": 135265, + "n_ref": 136420 + }, + "7": { + "Dice": 0.9099415644200598, + "FN": 5903, + "FP": 3683, + "IoU": 0.8347640224773331, + "TN": 2745698, + "TP": 48428, + "n_pred": 52111, + "n_ref": 54331 + }, + "8": { + "Dice": 0.9647257383966245, + "FN": 493, + "FP": 552, + "IoU": 0.931855233126834, + "TN": 2788377, + "TP": 14290, + "n_pred": 14842, + "n_ref": 14783 + }, + "9": { + "Dice": 0.8983165438442297, + "FN": 2203, + "FP": 805, + "IoU": 0.8154034980055231, + "TN": 2787417, + "TP": 13287, + "n_pred": 14092, + "n_ref": 15490 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0119.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0119.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.18011126564673158, + "FN": 9502, + "FP": 2288, + "IoU": 0.09896828429499427, + "TN": 4192483, + "TP": 1295, + "n_pred": 3583, + "n_ref": 10797 + }, + "10": { + "Dice": 0.6966292134831461, + "FN": 2, + "FP": 268, + "IoU": 0.5344827586206896, + "TN": 4204988, + "TP": 310, + "n_pred": 578, + "n_ref": 312 + }, + "11": { + "Dice": 0.5385978233358644, + "FN": 1360, + "FP": 463, + "IoU": 0.36854866643574646, + "TN": 4202681, + "TP": 1064, + "n_pred": 1527, + "n_ref": 2424 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 10, + "IoU": 0.0, + "TN": 4205558, + "TP": 0, + "n_pred": 10, + "n_ref": 0 + }, + "13": { + "Dice": 0.41513724216339126, + "FN": 177, + "FP": 3424, + "IoU": 0.2619389219102275, + "TN": 4200689, + "TP": 1278, + "n_pred": 4702, + "n_ref": 1455 + }, + "14": { + "Dice": 0.5318352059925093, + "FN": 328, + "FP": 47, + "IoU": 0.3622448979591837, + "TN": 4204980, + "TP": 213, + "n_pred": 260, + "n_ref": 541 + }, + "15": { + "Dice": 0.37273809523809526, + "FN": 332, + "FP": 10206, + "IoU": 0.22905845343477943, + "TN": 4191899, + "TP": 3131, + "n_pred": 13337, + "n_ref": 3463 + }, + "2": { + "Dice": 0.7552033607026923, + "FN": 12240, + "FP": 580, + "IoU": 0.6066881423531216, + "TN": 4172973, + "TP": 19775, + "n_pred": 20355, + "n_ref": 32015 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 11160, + "IoU": 0.0, + "TN": 4194408, + "TP": 0, + "n_pred": 11160, + "n_ref": 0 + }, + "4": { + "Dice": 0.7221178200833401, + "FN": 659, + "FP": 9544, + "IoU": 0.5650895140664962, + "TN": 4182108, + "TP": 13257, + "n_pred": 22801, + "n_ref": 13916 + }, + "5": { + "Dice": 0.6890222379103423, + "FN": 2476, + "FP": 1048, + "IoU": 0.5255788906838987, + "TN": 4198140, + "TP": 3904, + "n_pred": 4952, + "n_ref": 6380 + }, + "6": { + "Dice": 0.8846907390465436, + "FN": 42513, + "FP": 11810, + "IoU": 0.7932245969967455, + "TN": 3942853, + "TP": 208392, + "n_pred": 220202, + "n_ref": 250905 + }, + "7": { + "Dice": 0.2648839858504706, + "FN": 317, + "FP": 24205, + "IoU": 0.15266067726330337, + "TN": 4176628, + "TP": 4418, + "n_pred": 28623, + "n_ref": 4735 + }, + "8": { + "Dice": 0.9604603439886606, + "FN": 1839, + "FP": 30, + "IoU": 0.9239285278196101, + "TN": 4180999, + "TP": 22700, + "n_pred": 22730, + "n_ref": 24539 + }, + "9": { + "Dice": 0.7795195669335739, + "FN": 1238, + "FP": 717, + "IoU": 0.638698946590279, + "TN": 4200157, + "TP": 3456, + "n_pred": 4173, + "n_ref": 4694 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0124.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0124.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9197511981237891, + "FN": 449, + "FP": 338, + "IoU": 0.851425335095337, + "TN": 1571791, + "TP": 4510, + "n_pred": 4848, + "n_ref": 4959 + }, + "10": { + "Dice": 0.820171188630491, + "FN": 7311, + "FP": 1597, + "IoU": 0.6951611799329273, + "TN": 1547866, + "TP": 20314, + "n_pred": 21911, + "n_ref": 27625 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6703736654804271, + "FN": 545, + "FP": 937, + "IoU": 0.5041820006691201, + "TN": 1574099, + "TP": 1507, + "n_pred": 2444, + "n_ref": 2052 + }, + "13": { + "Dice": 0.5819371624551583, + "FN": 6651, + "FP": 3954, + "IoU": 0.41037473590570445, + "TN": 1559102, + "TP": 7381, + "n_pred": 11335, + "n_ref": 14032 + }, + "14": { + "Dice": 0.9328259182293883, + "FN": 1300, + "FP": 4066, + "IoU": 0.8741084834834835, + "TN": 1534464, + "TP": 37258, + "n_pred": 41324, + "n_ref": 38558 + }, + "15": { + "Dice": 0.3391756315725855, + "FN": 199, + "FP": 10735, + "IoU": 0.2042212518195051, + "TN": 1563348, + "TP": 2806, + "n_pred": 13541, + "n_ref": 3005 + }, + "2": { + "Dice": 0.7149036408469136, + "FN": 36959, + "FP": 4433, + "IoU": 0.556303529890984, + "TN": 1483799, + "TP": 51897, + "n_pred": 56330, + "n_ref": 88856 + }, + "3": { + "Dice": 0.638285178556209, + "FN": 64535, + "FP": 3369, + "IoU": 0.4687363084433874, + "TN": 1449272, + "TP": 59912, + "n_pred": 63281, + "n_ref": 124447 + }, + "4": { + "Dice": 0.5519501278772379, + "FN": 1971, + "FP": 3635, + "IoU": 0.3811678993266365, + "TN": 1568029, + "TP": 3453, + "n_pred": 7088, + "n_ref": 5424 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8059701492537313, + "FN": 179, + "FP": 3, + "IoU": 0.675, + "TN": 1576528, + "TP": 378, + "n_pred": 381, + "n_ref": 557 + }, + "7": { + "Dice": 0.7844678146307639, + "FN": 811, + "FP": 1054, + "IoU": 0.6453698421753185, + "TN": 1571829, + "TP": 3394, + "n_pred": 4448, + "n_ref": 4205 + }, + "8": { + "Dice": 0.9539870803769989, + "FN": 451, + "FP": 1287, + "IoU": 0.9120222728423184, + "TN": 1557333, + "TP": 18017, + "n_pred": 19304, + "n_ref": 18468 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0127.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0127.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7122425838545667, + "FN": 23519, + "FP": 82, + "IoU": 0.5530875418962676, + "TN": 2225207, + "TP": 29208, + "n_pred": 29290, + "n_ref": 52727 + }, + "10": { + "Dice": 0.8388178578914274, + "FN": 1523, + "FP": 15, + "IoU": 0.7223826714801445, + "TN": 2272476, + "TP": 4002, + "n_pred": 4017, + "n_ref": 5525 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8575769238560171, + "FN": 5412, + "FP": 1619, + "IoU": 0.7506649171956452, + "TN": 2249817, + "TP": 21168, + "n_pred": 22787, + "n_ref": 26580 + }, + "14": { + "Dice": 0.9782407777181913, + "FN": 541, + "FP": 1366, + "IoU": 0.9574083173270201, + "TN": 2233242, + "TP": 42867, + "n_pred": 44233, + "n_ref": 43408 + }, + "15": { + "Dice": 0.7868852459016393, + "FN": 0, + "FP": 117, + "IoU": 0.6486486486486487, + "TN": 2277683, + "TP": 216, + "n_pred": 333, + "n_ref": 216 + }, + "2": { + "Dice": 0.779725170739735, + "FN": 1539, + "FP": 6492, + "IoU": 0.6389750505731625, + "TN": 2255771, + "TP": 14214, + "n_pred": 20706, + "n_ref": 15753 + }, + "3": { + "Dice": 0.0399002493765586, + "FN": 6026, + "FP": 904, + "IoU": 0.020356234096692113, + "TN": 2270942, + "TP": 144, + "n_pred": 1048, + "n_ref": 6170 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 21541, + "IoU": 0.0, + "TN": 2256475, + "TP": 0, + "n_pred": 21541, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 169, + "IoU": 0.0, + "TN": 2277847, + "TP": 0, + "n_pred": 169, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0147.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0147.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5212431566019275, + "FN": 618, + "FP": 22381, + "IoU": 0.35248740110926546, + "TN": 2242497, + "TP": 12520, + "n_pred": 34901, + "n_ref": 13138 + }, + "10": { + "Dice": 0.0, + "FN": 348, + "FP": 0, + "IoU": 0.0, + "TN": 2277668, + "TP": 0, + "n_pred": 0, + "n_ref": 348 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.4728823887873248, + "FN": 863, + "FP": 2, + "IoU": 0.30965682362330404, + "TN": 2276763, + "TP": 388, + "n_pred": 390, + "n_ref": 1251 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 86, + "IoU": 0.0, + "TN": 2277930, + "TP": 0, + "n_pred": 86, + "n_ref": 0 + }, + "3": { + "Dice": 0.973060756591517, + "FN": 1715, + "FP": 3079, + "IoU": 0.9475348837209302, + "TN": 2186641, + "TP": 86581, + "n_pred": 89660, + "n_ref": 88296 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.5019226502994898, + "FN": 26213, + "FP": 729, + "IoU": 0.33504454920156973, + "TN": 2237499, + "TP": 13575, + "n_pred": 14304, + "n_ref": 39788 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1282, + "IoU": 0.0, + "TN": 2276734, + "TP": 0, + "n_pred": 1282, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0153.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0153.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8087910777121727, + "FN": 4680, + "FP": 1732, + "IoU": 0.6789666049166374, + "TN": 2433275, + "TP": 13561, + "n_pred": 15293, + "n_ref": 18241 + }, + "10": { + "Dice": 0.8097331867692615, + "FN": 8300, + "FP": 3124, + "IoU": 0.6802955251448242, + "TN": 2417515, + "TP": 24309, + "n_pred": 27433, + "n_ref": 32609 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 123, + "FP": 0, + "IoU": 0.0, + "TN": 2453125, + "TP": 0, + "n_pred": 0, + "n_ref": 123 + }, + "13": { + "Dice": 0.30361748100648217, + "FN": 3077, + "FP": 6914, + "IoU": 0.1789793738187197, + "TN": 2441079, + "TP": 2178, + "n_pred": 9092, + "n_ref": 5255 + }, + "14": { + "Dice": 0.8278715973783668, + "FN": 6012, + "FP": 1184, + "IoU": 0.7062977021346067, + "TN": 2428747, + "TP": 17305, + "n_pred": 18489, + "n_ref": 23317 + }, + "15": { + "Dice": 0.8174921086149927, + "FN": 8923, + "FP": 964, + "IoU": 0.6913206369029036, + "TN": 2421218, + "TP": 22143, + "n_pred": 23107, + "n_ref": 31066 + }, + "2": { + "Dice": 0.8882447665056361, + "FN": 201, + "FP": 146, + "IoU": 0.7989571263035922, + "TN": 2451522, + "TP": 1379, + "n_pred": 1525, + "n_ref": 1580 + }, + "3": { + "Dice": 0.896941040239313, + "FN": 1916, + "FP": 220, + "IoU": 0.8131397078120899, + "TN": 2441817, + "TP": 9295, + "n_pred": 9515, + "n_ref": 11211 + }, + "4": { + "Dice": 0.5737473535638673, + "FN": 281, + "FP": 4551, + "IoU": 0.40227610094012867, + "TN": 2445164, + "TP": 3252, + "n_pred": 7803, + "n_ref": 3533 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9741555310539838, + "FN": 7115, + "FP": 2683, + "IoU": 0.9496132801250668, + "TN": 2258792, + "TP": 184658, + "n_pred": 187341, + "n_ref": 191773 + }, + "7": { + "Dice": 0.4299127544661404, + "FN": 524, + "FP": 20059, + "IoU": 0.2738145639288738, + "TN": 2424904, + "TP": 7761, + "n_pred": 27820, + "n_ref": 8285 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.06684073107049608, + "FN": 33, + "FP": 1754, + "IoU": 0.03457590491626148, + "TN": 2451397, + "TP": 64, + "n_pred": 1818, + "n_ref": 97 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0160.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0160.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9724706971005552, + "FN": 1463, + "FP": 2107, + "IoU": 0.9464165103189494, + "TN": 3963711, + "TP": 63055, + "n_pred": 65162, + "n_ref": 64518 + }, + "10": { + "Dice": 0.7573253193087904, + "FN": 120, + "FP": 203, + "IoU": 0.6094316807738815, + "TN": 4029509, + "TP": 504, + "n_pred": 707, + "n_ref": 624 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4030336, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4030336, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.26048450117218025, + "FN": 8089, + "FP": 428, + "IoU": 0.1497454327643007, + "TN": 4020319, + "TP": 1500, + "n_pred": 1928, + "n_ref": 9589 + }, + "14": { + "Dice": 0.6453488372093024, + "FN": 370, + "FP": 1216, + "IoU": 0.47639484978540775, + "TN": 4027307, + "TP": 1443, + "n_pred": 2659, + "n_ref": 1813 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4030336, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9653482406095647, + "FN": 1007, + "FP": 803, + "IoU": 0.9330175412626749, + "TN": 4003314, + "TP": 25212, + "n_pred": 26015, + "n_ref": 26219 + }, + "3": { + "Dice": 0.7164179104477612, + "FN": 2, + "FP": 74, + "IoU": 0.5581395348837209, + "TN": 4030164, + "TP": 96, + "n_pred": 170, + "n_ref": 98 + }, + "4": { + "Dice": 0.7990581083927658, + "FN": 26434, + "FP": 276, + "IoU": 0.6653595098788478, + "TN": 3950519, + "TP": 53107, + "n_pred": 53383, + "n_ref": 79541 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4030336, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9434387210155437, + "FN": 6560, + "FP": 6700, + "IoU": 0.892933273044377, + "TN": 3906488, + "TP": 110588, + "n_pred": 117288, + "n_ref": 117148 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 48874, + "IoU": 0.0, + "TN": 3981462, + "TP": 0, + "n_pred": 48874, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4030336, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.5853658536585366, + "FN": 4, + "FP": 47, + "IoU": 0.41379310344827586, + "TN": 4030249, + "TP": 36, + "n_pred": 83, + "n_ref": 40 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0175.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0175.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8619885520457918, + "FN": 12161, + "FP": 208, + "IoU": 0.757451564828614, + "TN": 1876556, + "TP": 38627, + "n_pred": 38835, + "n_ref": 50788 + }, + "10": { + "Dice": 0.8419914052679276, + "FN": 2497, + "FP": 2908, + "IoU": 0.7271028981116834, + "TN": 1907746, + "TP": 14401, + "n_pred": 17309, + "n_ref": 16898 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.20419275796351757, + "FN": 4627, + "FP": 1219, + "IoU": 0.11370527592480291, + "TN": 1920956, + "TP": 750, + "n_pred": 1969, + "n_ref": 5377 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.933074684772066, + "FN": 27, + "FP": 42, + "IoU": 0.8745454545454545, + "TN": 1927002, + "TP": 481, + "n_pred": 523, + "n_ref": 508 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.7917442738484772, + "FN": 451, + "FP": 3686, + "IoU": 0.6552787267727689, + "TN": 1915551, + "TP": 7864, + "n_pred": 11550, + "n_ref": 8315 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 178, + "IoU": 0.0, + "TN": 1927374, + "TP": 0, + "n_pred": 178, + "n_ref": 0 + }, + "6": { + "Dice": 0.9829460031088347, + "FN": 4437, + "FP": 6271, + "IoU": 0.9664639302469793, + "TN": 1608254, + "TP": 308590, + "n_pred": 314861, + "n_ref": 313027 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 26501, + "IoU": 0.0, + "TN": 1901051, + "TP": 0, + "n_pred": 26501, + "n_ref": 0 + }, + "8": { + "Dice": 0.9647754389714001, + "FN": 687, + "FP": 302, + "IoU": 0.9319479804582674, + "TN": 1913019, + "TP": 13544, + "n_pred": 13846, + "n_ref": 14231 + }, + "9": { + "Dice": 0.9035208889707462, + "FN": 1338, + "FP": 1805, + "IoU": 0.824020156774916, + "TN": 1909692, + "TP": 14717, + "n_pred": 16522, + "n_ref": 16055 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0181.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0181.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7356087620988283, + "FN": 476, + "FP": 43, + "IoU": 0.5817888799355359, + "TN": 2977703, + "TP": 722, + "n_pred": 765, + "n_ref": 1198 + }, + "10": { + "Dice": 0.7232358592873043, + "FN": 5150, + "FP": 9397, + "IoU": 0.566460034571139, + "TN": 2945390, + "TP": 19007, + "n_pred": 28404, + "n_ref": 24157 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6535764375876578, + "FN": 1899, + "FP": 77, + "IoU": 0.48541666666666666, + "TN": 2975104, + "TP": 1864, + "n_pred": 1941, + "n_ref": 3763 + }, + "13": { + "Dice": 0.12266355140186916, + "FN": 4426, + "FP": 80, + "IoU": 0.06533914125700062, + "TN": 2974123, + "TP": 315, + "n_pred": 395, + "n_ref": 4741 + }, + "14": { + "Dice": 0.8473915381857297, + "FN": 6456, + "FP": 354, + "IoU": 0.7351946183458413, + "TN": 2953227, + "TP": 18907, + "n_pred": 19261, + "n_ref": 25363 + }, + "15": { + "Dice": 0.7742185619936361, + "FN": 13853, + "FP": 3035, + "IoU": 0.6316122417817333, + "TN": 2933101, + "TP": 28955, + "n_pred": 31990, + "n_ref": 42808 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 2978942, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "3": { + "Dice": 0.9573, + "FN": 398, + "FP": 456, + "IoU": 0.9180972475304497, + "TN": 2968517, + "TP": 9573, + "n_pred": 10029, + "n_ref": 9971 + }, + "4": { + "Dice": 0.48693054518297235, + "FN": 119, + "FP": 568, + "IoU": 0.32181638696939785, + "TN": 2977931, + "TP": 326, + "n_pred": 894, + "n_ref": 445 + }, + "5": { + "Dice": 0.6726313374627209, + "FN": 2026, + "FP": 828, + "IoU": 0.5067404078810923, + "TN": 2973158, + "TP": 2932, + "n_pred": 3760, + "n_ref": 4958 + }, + "6": { + "Dice": 0.731046664880207, + "FN": 94506, + "FP": 3854, + "IoU": 0.5761020871671328, + "TN": 2746907, + "TP": 133677, + "n_pred": 137531, + "n_ref": 228183 + }, + "7": { + "Dice": 0.5454714016196246, + "FN": 7898, + "FP": 90157, + "IoU": 0.37501593452821047, + "TN": 2822052, + "TP": 58837, + "n_pred": 148994, + "n_ref": 66735 + }, + "8": { + "Dice": 0.9617607243191313, + "FN": 2288, + "FP": 339, + "IoU": 0.9263382216863416, + "TN": 2943281, + "TP": 33036, + "n_pred": 33375, + "n_ref": 35324 + }, + "9": { + "Dice": 0.8854489164086687, + "FN": 74, + "FP": 37, + "IoU": 0.7944444444444444, + "TN": 2978404, + "TP": 429, + "n_pred": 466, + "n_ref": 503 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0193.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0193.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9828926905132193, + "FN": 372, + "FP": 486, + "IoU": 0.9663608562691132, + "TN": 1902046, + "TP": 24648, + "n_pred": 25134, + "n_ref": 25020 + }, + "10": { + "Dice": 0.0, + "FN": 54, + "FP": 12, + "IoU": 0.0, + "TN": 1927486, + "TP": 0, + "n_pred": 12, + "n_ref": 54 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 443, + "IoU": 0.0, + "TN": 1927109, + "TP": 0, + "n_pred": 443, + "n_ref": 0 + }, + "14": { + "Dice": 0.9359784801613988, + "FN": 273, + "FP": 679, + "IoU": 0.8796612311970674, + "TN": 1919641, + "TP": 6959, + "n_pred": 7638, + "n_ref": 7232 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 3368, + "IoU": 0.0, + "TN": 1924184, + "TP": 0, + "n_pred": 3368, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 40, + "IoU": 0.0, + "TN": 1927512, + "TP": 0, + "n_pred": 40, + "n_ref": 0 + }, + "8": { + "Dice": 0.9405273985412381, + "FN": 600, + "FP": 36, + "IoU": 0.8877316857899382, + "TN": 1921887, + "TP": 5029, + "n_pred": 5065, + "n_ref": 5629 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0199.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0199.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9838783611130075, + "FN": 1020, + "FP": 633, + "IoU": 0.9682682894054864, + "TN": 1524995, + "TP": 50440, + "n_pred": 51073, + "n_ref": 51460 + }, + "10": { + "Dice": 0.8376914063673601, + "FN": 10334, + "FP": 5873, + "IoU": 0.7207134240909874, + "TN": 1519058, + "TP": 41823, + "n_pred": 47696, + "n_ref": 52157 + }, + "11": { + "Dice": 0.8281461434370772, + "FN": 147, + "FP": 107, + "IoU": 0.7066974595842956, + "TN": 1576222, + "TP": 612, + "n_pred": 719, + "n_ref": 759 + }, + "12": { + "Dice": 0.17011494252873563, + "FN": 241, + "FP": 120, + "IoU": 0.09296482412060302, + "TN": 1576690, + "TP": 37, + "n_pred": 157, + "n_ref": 278 + }, + "13": { + "Dice": 0.7812300262765428, + "FN": 7013, + "FP": 5309, + "IoU": 0.640998747195758, + "TN": 1542765, + "TP": 22001, + "n_pred": 27310, + "n_ref": 29014 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9690187957948391, + "FN": 1523, + "FP": 1589, + "IoU": 0.9398995751255311, + "TN": 1525308, + "TP": 48668, + "n_pred": 50257, + "n_ref": 50191 + }, + "3": { + "Dice": 0.9472855591748099, + "FN": 1324, + "FP": 618, + "IoU": 0.8998504460832345, + "TN": 1557697, + "TP": 17449, + "n_pred": 18067, + "n_ref": 18773 + }, + "4": { + "Dice": 0.7694198623402163, + "FN": 894, + "FP": 44, + "IoU": 0.6252497003595685, + "TN": 1574585, + "TP": 1565, + "n_pred": 1609, + "n_ref": 2459 + }, + "5": { + "Dice": 0.48671686319079416, + "FN": 2320, + "FP": 1293, + "IoU": 0.32162974089372887, + "TN": 1571762, + "TP": 1713, + "n_pred": 3006, + "n_ref": 4033 + }, + "6": { + "Dice": 0.9786621148084461, + "FN": 4696, + "FP": 5467, + "IoU": 0.9582158157433827, + "TN": 1333862, + "TP": 233063, + "n_pred": 238530, + "n_ref": 237759 + }, + "7": { + "Dice": 0.9307431523435398, + "FN": 1455, + "FP": 3693, + "IoU": 0.8704579768495219, + "TN": 1537348, + "TP": 34592, + "n_pred": 38285, + "n_ref": 36047 + }, + "8": { + "Dice": 0.5477236034872457, + "FN": 27929, + "FP": 85, + "IoU": 0.37714832025257355, + "TN": 1532111, + "TP": 16963, + "n_pred": 17048, + "n_ref": 44892 + }, + "9": { + "Dice": 0.869831199728107, + "FN": 465, + "FP": 684, + "IoU": 0.7696471531676022, + "TN": 1572100, + "TP": 3839, + "n_pred": 4523, + "n_ref": 4304 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0226.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0226.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9706023173417601, + "FN": 442, + "FP": 479, + "IoU": 0.9428837209302325, + "TN": 2962819, + "TP": 15204, + "n_pred": 15683, + "n_ref": 15646 + }, + "10": { + "Dice": 0.9216335253186, + "FN": 1728, + "FP": 1279, + "IoU": 0.8546570641403645, + "TN": 2958255, + "TP": 17682, + "n_pred": 18961, + "n_ref": 19410 + }, + "11": { + "Dice": 0.8, + "FN": 27, + "FP": 6, + "IoU": 0.6666666666666666, + "TN": 2978845, + "TP": 66, + "n_pred": 72, + "n_ref": 93 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 2978942, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "13": { + "Dice": 0.7512535761528286, + "FN": 15385, + "FP": 787, + "IoU": 0.6016061882590594, + "TN": 2938351, + "TP": 24421, + "n_pred": 25208, + "n_ref": 39806 + }, + "14": { + "Dice": 0.4372052982723875, + "FN": 25927, + "FP": 2838, + "IoU": 0.27975862587009864, + "TN": 2939006, + "TP": 11173, + "n_pred": 14011, + "n_ref": 37100 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.01250814332247557, + "FN": 7579, + "FP": 0, + "IoU": 0.006293431231152485, + "TN": 2971317, + "TP": 48, + "n_pred": 48, + "n_ref": 7627 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 5907, + "IoU": 0.0, + "TN": 2973037, + "TP": 0, + "n_pred": 5907, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 11759, + "FP": 18, + "IoU": 0.0, + "TN": 2967167, + "TP": 0, + "n_pred": 18, + "n_ref": 11759 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9633287026124288, + "FN": 5083, + "FP": 9541, + "IoU": 0.9292518323214243, + "TN": 2772239, + "TP": 192081, + "n_pred": 201622, + "n_ref": 197164 + }, + "7": { + "Dice": 0.7279024288294744, + "FN": 6349, + "FP": 48332, + "IoU": 0.5722064449503602, + "TN": 2851123, + "TP": 73140, + "n_pred": 121472, + "n_ref": 79489 + }, + "8": { + "Dice": 0.1458069953645175, + "FN": 86, + "FP": 3968, + "IoU": 0.07863636363636364, + "TN": 2974544, + "TP": 346, + "n_pred": 4314, + "n_ref": 432 + }, + "9": { + "Dice": 0.8360302677532014, + "FN": 1186, + "FP": 4448, + "IoU": 0.7182577386607991, + "TN": 2958947, + "TP": 14363, + "n_pred": 18811, + "n_ref": 15549 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0242.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0242.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9631736526946107, + "FN": 155, + "FP": 337, + "IoU": 0.9289633265954375, + "TN": 2796786, + "TP": 6434, + "n_pred": 6771, + "n_ref": 6589 + }, + "10": { + "Dice": 0.0, + "FN": 6, + "FP": 0, + "IoU": 0.0, + "TN": 2803706, + "TP": 0, + "n_pred": 0, + "n_ref": 6 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 2803710, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.09294502114571318, + "FN": 3544, + "FP": 15330, + "IoU": 0.04873746282949448, + "TN": 2783871, + "TP": 967, + "n_pred": 16297, + "n_ref": 4511 + }, + "15": { + "Dice": 0.038847523470378766, + "FN": 885, + "FP": 2084, + "IoU": 0.019808517662594914, + "TN": 2800683, + "TP": 60, + "n_pred": 2144, + "n_ref": 945 + }, + "2": { + "Dice": 0.9471600963632254, + "FN": 7003, + "FP": 2582, + "IoU": 0.899624048339634, + "TN": 2708221, + "TP": 85906, + "n_pred": 88488, + "n_ref": 92909 + }, + "3": { + "Dice": 0.04730484214800528, + "FN": 59, + "FP": 9326, + "IoU": 0.024225410688292783, + "TN": 2794094, + "TP": 233, + "n_pred": 9559, + "n_ref": 292 + }, + "4": { + "Dice": 0.6905048378202235, + "FN": 1852, + "FP": 22842, + "IoU": 0.5273061388564537, + "TN": 2751471, + "TP": 27547, + "n_pred": 50389, + "n_ref": 29399 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9563585318599311, + "FN": 3520, + "FP": 15942, + "IoU": 0.9163669335258501, + "TN": 2571005, + "TP": 213245, + "n_pred": 229187, + "n_ref": 216765 + }, + "7": { + "Dice": 0.26904204418202177, + "FN": 4102, + "FP": 31799, + "IoU": 0.15542956619930365, + "TN": 2761204, + "TP": 6607, + "n_pred": 38406, + "n_ref": 10709 + }, + "8": { + "Dice": 0.5559440559440559, + "FN": 508, + "FP": 0, + "IoU": 0.38498789346246975, + "TN": 2802886, + "TP": 318, + "n_pred": 318, + "n_ref": 826 + }, + "9": { + "Dice": 0.523953744493392, + "FN": 13, + "FP": 3445, + "IoU": 0.3549710874836784, + "TN": 2798351, + "TP": 1903, + "n_pred": 5348, + "n_ref": 1916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0264.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0264.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9578460817517627, + "FN": 1390, + "FP": 589, + "IoU": 0.9191023177860442, + "TN": 2253553, + "TP": 22484, + "n_pred": 23073, + "n_ref": 23874 + }, + "10": { + "Dice": 0.6079250961377696, + "FN": 14538, + "FP": 1877, + "IoU": 0.43670429978380976, + "TN": 2248875, + "TP": 12726, + "n_pred": 14603, + "n_ref": 27264 + }, + "11": { + "Dice": 0.77001312335958, + "FN": 1019, + "FP": 383, + "IoU": 0.62603360896239, + "TN": 2274267, + "TP": 2347, + "n_pred": 2730, + "n_ref": 3366 + }, + "12": { + "Dice": 0.5599057221422025, + "FN": 1545, + "FP": 1816, + "IoU": 0.3887979632660484, + "TN": 2272517, + "TP": 2138, + "n_pred": 3954, + "n_ref": 3683 + }, + "13": { + "Dice": 0.8001836547291092, + "FN": 632, + "FP": 1544, + "IoU": 0.6669217817235573, + "TN": 2271483, + "TP": 4357, + "n_pred": 5901, + "n_ref": 4989 + }, + "14": { + "Dice": 0.9691530638300523, + "FN": 3920, + "FP": 1033, + "IoU": 0.9401522474625423, + "TN": 2195256, + "TP": 77807, + "n_pred": 78840, + "n_ref": 81727 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9237742623134747, + "FN": 2266, + "FP": 4528, + "IoU": 0.8583461907343314, + "TN": 2230054, + "TP": 41168, + "n_pred": 45696, + "n_ref": 43434 + }, + "3": { + "Dice": 0.9064157342599212, + "FN": 4854, + "FP": 775, + "IoU": 0.828848551187327, + "TN": 2245127, + "TP": 27260, + "n_pred": 28035, + "n_ref": 32114 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.5185589519650655, + "FN": 1162, + "FP": 5894, + "IoU": 0.35003684598378776, + "TN": 2267160, + "TP": 3800, + "n_pred": 9694, + "n_ref": 4962 + }, + "6": { + "Dice": 0.9469283700431012, + "FN": 2114, + "FP": 2799, + "IoU": 0.8992060398416183, + "TN": 2229273, + "TP": 43830, + "n_pred": 46629, + "n_ref": 45944 + }, + "7": { + "Dice": 0.8511352197740745, + "FN": 945, + "FP": 4379, + "IoU": 0.7408489096573209, + "TN": 2257472, + "TP": 15220, + "n_pred": 19599, + "n_ref": 16165 + }, + "8": { + "Dice": 0.8999230277491488, + "FN": 7334, + "FP": 337, + "IoU": 0.8180546002229548, + "TN": 2235855, + "TP": 34490, + "n_pred": 34827, + "n_ref": 41824 + }, + "9": { + "Dice": 0.9402995569931791, + "FN": 570, + "FP": 279, + "IoU": 0.8873258128732582, + "TN": 2270481, + "TP": 6686, + "n_pred": 6965, + "n_ref": 7256 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0274.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0274.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9489810153069635, + "FN": 2488, + "FP": 1535, + "IoU": 0.9029151986099715, + "TN": 3988898, + "TP": 37415, + "n_pred": 38950, + "n_ref": 39903 + }, + "10": { + "Dice": 0.6895565092989986, + "FN": 357, + "FP": 2030, + "IoU": 0.5262008733624454, + "TN": 4025298, + "TP": 2651, + "n_pred": 4681, + "n_ref": 3008 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4030336, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 46, + "FP": 167, + "IoU": 0.0, + "TN": 4030123, + "TP": 0, + "n_pred": 167, + "n_ref": 46 + }, + "13": { + "Dice": 0.4460093896713615, + "FN": 236, + "FP": 0, + "IoU": 0.28700906344410876, + "TN": 4030005, + "TP": 95, + "n_pred": 95, + "n_ref": 331 + }, + "14": { + "Dice": 0.9497736339593886, + "FN": 3413, + "FP": 1069, + "IoU": 0.9043513519281248, + "TN": 3983477, + "TP": 42377, + "n_pred": 43446, + "n_ref": 45790 + }, + "15": { + "Dice": 0.9173258662933147, + "FN": 646, + "FP": 2897, + "IoU": 0.8472778999094789, + "TN": 4007137, + "TP": 19656, + "n_pred": 22553, + "n_ref": 20302 + }, + "2": { + "Dice": 0.8460872320202767, + "FN": 6406, + "FP": 881, + "IoU": 0.7332332698784595, + "TN": 4003020, + "TP": 20029, + "n_pred": 20910, + "n_ref": 26435 + }, + "3": { + "Dice": 0.9315433673469388, + "FN": 4850, + "FP": 5884, + "IoU": 0.8718588465624888, + "TN": 3946569, + "TP": 73033, + "n_pred": 78917, + "n_ref": 77883 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4030336, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7148655155809314, + "FN": 350, + "FP": 3795, + "IoU": 0.5562573600256931, + "TN": 4020995, + "TP": 5196, + "n_pred": 8991, + "n_ref": 5546 + }, + "6": { + "Dice": 0.9695183875944768, + "FN": 3127, + "FP": 9359, + "IoU": 0.9408400653857999, + "TN": 3819281, + "TP": 198569, + "n_pred": 207928, + "n_ref": 201696 + }, + "7": { + "Dice": 0.9835119624201898, + "FN": 2161, + "FP": 2588, + "IoU": 0.9675588162964177, + "TN": 3883948, + "TP": 141639, + "n_pred": 144227, + "n_ref": 143800 + }, + "8": { + "Dice": 0.8923007865500954, + "FN": 9231, + "FP": 1326, + "IoU": 0.8055442991342788, + "TN": 3976046, + "TP": 43733, + "n_pred": 45059, + "n_ref": 52964 + }, + "9": { + "Dice": 0.8615697628922451, + "FN": 5125, + "FP": 1951, + "IoU": 0.7568050591146549, + "TN": 4001240, + "TP": 22020, + "n_pred": 23971, + "n_ref": 27145 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0297.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0297.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8916083916083916, + "FN": 43, + "FP": 267, + "IoU": 0.804416403785489, + "TN": 1400271, + "TP": 1275, + "n_pred": 1542, + "n_ref": 1318 + }, + "10": { + "Dice": 0.7151187820437557, + "FN": 6460, + "FP": 819, + "IoU": 0.5565641181845873, + "TN": 1385441, + "TP": 9136, + "n_pred": 9955, + "n_ref": 15596 + }, + "11": { + "Dice": 0.7643360640121928, + "FN": 143, + "FP": 1094, + "IoU": 0.6185630588960839, + "TN": 1398613, + "TP": 2006, + "n_pred": 3100, + "n_ref": 2149 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 413, + "IoU": 0.0, + "TN": 1401443, + "TP": 0, + "n_pred": 413, + "n_ref": 0 + }, + "14": { + "Dice": 0.43373493975903615, + "FN": 0, + "FP": 47, + "IoU": 0.27692307692307694, + "TN": 1401791, + "TP": 18, + "n_pred": 65, + "n_ref": 18 + }, + "15": { + "Dice": 0.7960722426792916, + "FN": 1349, + "FP": 7955, + "IoU": 0.6612292455578211, + "TN": 1374392, + "TP": 18160, + "n_pred": 26115, + "n_ref": 19509 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9829130423560385, + "FN": 2967, + "FP": 3653, + "IoU": 0.9664002030199214, + "TN": 1204831, + "TP": 190405, + "n_pred": 194058, + "n_ref": 193372 + }, + "7": { + "Dice": 0.43416030534351147, + "FN": 1010, + "FP": 3734, + "IoU": 0.27726995734308346, + "TN": 1395292, + "TP": 1820, + "n_pred": 5554, + "n_ref": 2830 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7011564211807669, + "FN": 159, + "FP": 332, + "IoU": 0.5398313027179007, + "TN": 1400789, + "TP": 576, + "n_pred": 908, + "n_ref": 735 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0299.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0299.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 531, + "IoU": 0.0, + "TN": 1927021, + "TP": 0, + "n_pred": 531, + "n_ref": 0 + }, + "10": { + "Dice": 0.7934040940106141, + "FN": 7096, + "FP": 7074, + "IoU": 0.6575557650015709, + "TN": 1886173, + "TP": 27209, + "n_pred": 34283, + "n_ref": 34305 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 27, + "IoU": 0.0, + "TN": 1927525, + "TP": 0, + "n_pred": 27, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 982, + "FP": 0, + "IoU": 0.0, + "TN": 1926570, + "TP": 0, + "n_pred": 0, + "n_ref": 982 + }, + "13": { + "Dice": 0.002821371892082525, + "FN": 10521, + "FP": 789, + "IoU": 0.0014126787921596327, + "TN": 1916226, + "TP": 16, + "n_pred": 805, + "n_ref": 10537 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 130, + "IoU": 0.0, + "TN": 1927422, + "TP": 0, + "n_pred": 130, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 5281, + "IoU": 0.0, + "TN": 1922271, + "TP": 0, + "n_pred": 5281, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9704627714581179, + "FN": 2128, + "FP": 614, + "IoU": 0.9426203779270513, + "TN": 1879765, + "TP": 45045, + "n_pred": 45659, + "n_ref": 47173 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 3788, + "IoU": 0.0, + "TN": 1923764, + "TP": 0, + "n_pred": 3788, + "n_ref": 0 + }, + "5": { + "Dice": 0.7286478835861825, + "FN": 5763, + "FP": 372, + "IoU": 0.5731283050375731, + "TN": 1913180, + "TP": 8237, + "n_pred": 8609, + "n_ref": 14000 + }, + "6": { + "Dice": 0.9839562378683607, + "FN": 1814, + "FP": 5005, + "IoU": 0.9684191513602134, + "TN": 1711630, + "TP": 209103, + "n_pred": 214108, + "n_ref": 210917 + }, + "7": { + "Dice": 0.9199747854637425, + "FN": 17790, + "FP": 2903, + "IoU": 0.8518086180596833, + "TN": 1787915, + "TP": 118944, + "n_pred": 121847, + "n_ref": 136734 + }, + "8": { + "Dice": 0.9699501269332566, + "FN": 475, + "FP": 1194, + "IoU": 0.9416535570704422, + "TN": 1898947, + "TP": 26936, + "n_pred": 28130, + "n_ref": 27411 + }, + "9": { + "Dice": 0.8511750611128591, + "FN": 2127, + "FP": 4022, + "IoU": 0.7409092824337421, + "TN": 1903819, + "TP": 17584, + "n_pred": 21606, + "n_ref": 19711 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0307.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0307.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9051132353884648, + "FN": 3969, + "FP": 6384, + "IoU": 0.8266729169108168, + "TN": 816429, + "TP": 49378, + "n_pred": 55762, + "n_ref": 53347 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6490566037735849, + "FN": 20, + "FP": 73, + "IoU": 0.48044692737430167, + "TN": 875981, + "TP": 86, + "n_pred": 159, + "n_ref": 106 + }, + "13": { + "Dice": 0.6745533412200079, + "FN": 1721, + "FP": 9008, + "IoU": 0.5089253020871476, + "TN": 854312, + "TP": 11119, + "n_pred": 20127, + "n_ref": 12840 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.12340425531914893, + "FN": 400, + "FP": 12, + "IoU": 0.06575963718820861, + "TN": 875719, + "TP": 29, + "n_pred": 41, + "n_ref": 429 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 353, + "IoU": 0.0, + "TN": 875807, + "TP": 0, + "n_pred": 353, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.41543700340522133, + "FN": 1019, + "FP": 11, + "IoU": 0.2621776504297994, + "TN": 874764, + "TP": 366, + "n_pred": 377, + "n_ref": 1385 + }, + "6": { + "Dice": 0.9783095132259985, + "FN": 1905, + "FP": 974, + "IoU": 0.9575400044244525, + "TN": 808355, + "TP": 64926, + "n_pred": 65900, + "n_ref": 66831 + }, + "7": { + "Dice": 0.8982745038245534, + "FN": 2723, + "FP": 1280, + "IoU": 0.8153342252156663, + "TN": 854483, + "TP": 17674, + "n_pred": 18954, + "n_ref": 20397 + }, + "8": { + "Dice": 0.9174439649171655, + "FN": 194, + "FP": 992, + "IoU": 0.8474794238683128, + "TN": 868384, + "TP": 6590, + "n_pred": 7582, + "n_ref": 6784 + }, + "9": { + "Dice": 0.8949413318828192, + "FN": 673, + "FP": 2031, + "IoU": 0.8098586597285704, + "TN": 861939, + "TP": 11517, + "n_pred": 13548, + "n_ref": 12190 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0371.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0371.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9810014299998925, + "FN": 1647, + "FP": 120, + "IoU": 0.9627112921265326, + "TN": 3106789, + "TP": 45620, + "n_pred": 45740, + "n_ref": 47267 + }, + "10": { + "Dice": 0.8382865403636917, + "FN": 4901, + "FP": 5726, + "IoU": 0.7215949280867674, + "TN": 3116005, + "TP": 27544, + "n_pred": 33270, + "n_ref": 32445 + }, + "11": { + "Dice": 0.46511627906976744, + "FN": 17, + "FP": 6, + "IoU": 0.30303030303030304, + "TN": 3154143, + "TP": 10, + "n_pred": 16, + "n_ref": 27 + }, + "12": { + "Dice": 0.7208244922703849, + "FN": 901, + "FP": 941, + "IoU": 0.5635071090047393, + "TN": 3149956, + "TP": 2378, + "n_pred": 3319, + "n_ref": 3279 + }, + "13": { + "Dice": 0.8344996008077772, + "FN": 4620, + "FP": 2428, + "IoU": 0.7160011282588549, + "TN": 3129359, + "TP": 17769, + "n_pred": 20197, + "n_ref": 22389 + }, + "14": { + "Dice": 0.9540724880984242, + "FN": 1879, + "FP": 3784, + "IoU": 0.9121784036102538, + "TN": 3089693, + "TP": 58820, + "n_pred": 62604, + "n_ref": 60699 + }, + "15": { + "Dice": 0.9150291423813489, + "FN": 1078, + "FP": 3004, + "IoU": 0.8433674839798934, + "TN": 3128115, + "TP": 21979, + "n_pred": 24983, + "n_ref": 23057 + }, + "2": { + "Dice": 0.9339226519337016, + "FN": 91, + "FP": 208, + "IoU": 0.8760364842454395, + "TN": 3151764, + "TP": 2113, + "n_pred": 2321, + "n_ref": 2204 + }, + "3": { + "Dice": 0.9463914226276204, + "FN": 256, + "FP": 79, + "IoU": 0.8982381530984204, + "TN": 3150884, + "TP": 2957, + "n_pred": 3036, + "n_ref": 3213 + }, + "4": { + "Dice": 0.47589512263884975, + "FN": 1425, + "FP": 434, + "IoU": 0.3122456529781724, + "TN": 3151473, + "TP": 844, + "n_pred": 1278, + "n_ref": 2269 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.968476094550286, + "FN": 1850, + "FP": 1092, + "IoU": 0.9388789628952507, + "TN": 3106042, + "TP": 45192, + "n_pred": 46284, + "n_ref": 47042 + }, + "7": { + "Dice": 0.7896594920851839, + "FN": 1458, + "FP": 389, + "IoU": 0.6524275498682724, + "TN": 3148862, + "TP": 3467, + "n_pred": 3856, + "n_ref": 4925 + }, + "8": { + "Dice": 0.9663428721449199, + "FN": 1143, + "FP": 780, + "IoU": 0.9348775779741949, + "TN": 3124647, + "TP": 27606, + "n_pred": 28386, + "n_ref": 28749 + }, + "9": { + "Dice": 0.9684175323453796, + "FN": 710, + "FP": 801, + "IoU": 0.9387688941119261, + "TN": 3129499, + "TP": 23166, + "n_pred": 23967, + "n_ref": 23876 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0378.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0378.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 36, + "IoU": 0.0, + "TN": 2102748, + "TP": 0, + "n_pred": 36, + "n_ref": 0 + }, + "10": { + "Dice": 0.8440408626560727, + "FN": 587, + "FP": 100, + "IoU": 0.730164964650432, + "TN": 2100238, + "TP": 1859, + "n_pred": 1959, + "n_ref": 2446 + }, + "11": { + "Dice": 0.7778194080179842, + "FN": 69, + "FP": 524, + "IoU": 0.6364193746167995, + "TN": 2101153, + "TP": 1038, + "n_pred": 1562, + "n_ref": 1107 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.15878139816402703, + "FN": 8297, + "FP": 42, + "IoU": 0.08623712469866315, + "TN": 2093658, + "TP": 787, + "n_pred": 829, + "n_ref": 9084 + }, + "14": { + "Dice": 0.9329603956382504, + "FN": 6365, + "FP": 1904, + "IoU": 0.8743446745786922, + "TN": 2036977, + "TP": 57538, + "n_pred": 59442, + "n_ref": 63903 + }, + "15": { + "Dice": 0.3938418717926416, + "FN": 8448, + "FP": 12459, + "IoU": 0.24520740820968265, + "TN": 2075085, + "TP": 6792, + "n_pred": 19251, + "n_ref": 15240 + }, + "2": { + "Dice": 0.0, + "FN": 18188, + "FP": 0, + "IoU": 0.0, + "TN": 2084596, + "TP": 0, + "n_pred": 0, + "n_ref": 18188 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 17438, + "IoU": 0.0, + "TN": 2085346, + "TP": 0, + "n_pred": 17438, + "n_ref": 0 + }, + "4": { + "Dice": 0.7218482808804803, + "FN": 37, + "FP": 1492, + "IoU": 0.564759464844862, + "TN": 2099271, + "TP": 1984, + "n_pred": 3476, + "n_ref": 2021 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9631536006904959, + "FN": 5702, + "FP": 5995, + "IoU": 0.9289260215707125, + "TN": 1938209, + "TP": 152878, + "n_pred": 158873, + "n_ref": 158580 + }, + "7": { + "Dice": 0.9639938288698129, + "FN": 4110, + "FP": 441, + "IoU": 0.9304904311701007, + "TN": 2037311, + "TP": 60922, + "n_pred": 61363, + "n_ref": 65032 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8319552219819362, + "FN": 2072, + "FP": 3212, + "IoU": 0.7122631235025049, + "TN": 2084420, + "TP": 13080, + "n_pred": 16292, + "n_ref": 15152 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0387.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0387.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 1752313, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "10": { + "Dice": 0.7574370709382151, + "FN": 49, + "FP": 587, + "IoU": 0.6095764272559853, + "TN": 1750691, + "TP": 993, + "n_pred": 1580, + "n_ref": 1042 + }, + "11": { + "Dice": 0.5235722499041778, + "FN": 3239, + "FP": 490, + "IoU": 0.3546209761163032, + "TN": 1746542, + "TP": 2049, + "n_pred": 2539, + "n_ref": 5288 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 2345, + "IoU": 0.0, + "TN": 1749975, + "TP": 0, + "n_pred": 2345, + "n_ref": 0 + }, + "13": { + "Dice": 0.7033325283747887, + "FN": 4641, + "FP": 273, + "IoU": 0.5424154949250396, + "TN": 1741581, + "TP": 5825, + "n_pred": 6098, + "n_ref": 10466 + }, + "14": { + "Dice": 0.8924475450557582, + "FN": 1396, + "FP": 639, + "IoU": 0.8057835464783356, + "TN": 1741842, + "TP": 8443, + "n_pred": 9082, + "n_ref": 9839 + }, + "15": { + "Dice": 0.8868070610096005, + "FN": 1531, + "FP": 5779, + "IoU": 0.7966337460008346, + "TN": 1716375, + "TP": 28635, + "n_pred": 34414, + "n_ref": 30166 + }, + "2": { + "Dice": 0.907781687259635, + "FN": 11715, + "FP": 1809, + "IoU": 0.8311357506742583, + "TN": 1672232, + "TP": 66564, + "n_pred": 68373, + "n_ref": 78279 + }, + "3": { + "Dice": 0.47413860154001713, + "FN": 211, + "FP": 6550, + "IoU": 0.31073503924966867, + "TN": 1742511, + "TP": 3048, + "n_pred": 9598, + "n_ref": 3259 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9700224363044806, + "FN": 4513, + "FP": 444, + "IoU": 0.9417898704745352, + "TN": 1667163, + "TP": 80200, + "n_pred": 80644, + "n_ref": 84713 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9159140727750986, + "FN": 2825, + "FP": 52, + "IoU": 0.8448722096408929, + "TN": 1733774, + "TP": 15669, + "n_pred": 15721, + "n_ref": 18494 + }, + "9": { + "Dice": 0.9588513325654368, + "FN": 893, + "FP": 1179, + "IoU": 0.9209552512112311, + "TN": 1726107, + "TP": 24141, + "n_pred": 25320, + "n_ref": 25034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0403.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0403.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": 0.6068015078388116, + "FN": 3860.3844444444444, + "FP": 3025.4133333333334, + "IoU": 0.5189922905947253, + "TN": 2179223.211111111, + "TP": 21814.191111111115, + "n_pred": 24839.60444444445, + "n_ref": 25674.57555555556 + }, + "mean": { + "1": { + "Dice": 0.7351734440313494, + "FN": 2706.1, + "FP": 1715.9666666666667, + "IoU": 0.6797921878177549, + "TN": 2181428.8, + "TP": 22072.333333333332, + "n_pred": 23788.3, + "n_ref": 24778.433333333334 + }, + "10": { + "Dice": 0.6787075518013973, + "FN": 4069.4, + "FP": 2391.6666666666665, + "IoU": 0.5605086540004097, + "TN": 2189337.7333333334, + "TP": 12124.4, + "n_pred": 14516.066666666668, + "n_ref": 16193.8 + }, + "11": { + "Dice": 0.2625086867918365, + "FN": 230.1, + "FP": 212.96666666666667, + "IoU": 0.188311392138346, + "TN": 2207264.5, + "TP": 215.63333333333333, + "n_pred": 428.6, + "n_ref": 445.73333333333335 + }, + "12": { + "Dice": 0.3740666840565665, + "FN": 498.06666666666666, + "FP": 440.76666666666665, + "IoU": 0.2706747471898129, + "TN": 2206470.7, + "TP": 513.6666666666666, + "n_pred": 954.4333333333333, + "n_ref": 1011.7333333333333 + }, + "13": { + "Dice": 0.4485441749122604, + "FN": 3917.6, + "FP": 4893.433333333333, + "IoU": 0.3354176574639232, + "TN": 2193023.6666666665, + "TP": 6088.5, + "n_pred": 10981.933333333332, + "n_ref": 10006.1 + }, + "14": { + "Dice": 0.6790606924445213, + "FN": 1290.6666666666667, + "FP": 3566.4333333333334, + "IoU": 0.6089845721681107, + "TN": 2184850.566666667, + "TP": 18215.533333333333, + "n_pred": 21781.966666666667, + "n_ref": 19506.2 + }, + "15": { + "Dice": 0.5231480151739292, + "FN": 4455.066666666667, + "FP": 2655.7, + "IoU": 0.42225873785532153, + "TN": 2191175.8333333335, + "TP": 9636.6, + "n_pred": 12292.3, + "n_ref": 14091.666666666666 + }, + "2": { + "Dice": 0.561259651352354, + "FN": 1876.4, + "FP": 2453.9666666666667, + "IoU": 0.4915422349578287, + "TN": 2189874.533333333, + "TP": 13718.3, + "n_pred": 16172.266666666666, + "n_ref": 15594.7 + }, + "3": { + "Dice": 0.7030089868797116, + "FN": 2375.9666666666667, + "FP": 1825.8, + "IoU": 0.6288598901515485, + "TN": 2186455.1, + "TP": 17266.333333333332, + "n_pred": 19092.133333333335, + "n_ref": 19642.3 + }, + "4": { + "Dice": 0.5058498025491749, + "FN": 1278.2666666666667, + "FP": 1461.5333333333333, + "IoU": 0.4361826209042392, + "TN": 2198695.3, + "TP": 6488.1, + "n_pred": 7949.633333333333, + "n_ref": 7766.366666666667 + }, + "5": { + "Dice": 0.41801804521800145, + "FN": 635.2333333333333, + "FP": 653.3333333333334, + "IoU": 0.3085769703889209, + "TN": 2205688.533333333, + "TP": 946.1, + "n_pred": 1599.4333333333334, + "n_ref": 1581.3333333333333 + }, + "6": { + "Dice": 0.9084262734023039, + "FN": 12080.966666666667, + "FP": 8814.166666666666, + "IoU": 0.8482337629067972, + "TN": 2044240.0666666667, + "TP": 142788.0, + "n_pred": 151602.16666666666, + "n_ref": 154868.96666666667 + }, + "7": { + "Dice": 0.7425208657299882, + "FN": 18459.9, + "FP": 10562.066666666668, + "IoU": 0.6514139640234187, + "TN": 2124806.7, + "TP": 54094.53333333333, + "n_pred": 64656.6, + "n_ref": 72554.43333333333 + }, + "8": { + "Dice": 0.8626551040574638, + "FN": 1753.7333333333333, + "FP": 1771.6666666666667, + "IoU": 0.773523625398508, + "TN": 2189691.6333333333, + "TP": 14706.166666666666, + "n_pred": 16477.833333333332, + "n_ref": 16459.9 + }, + "9": { + "Dice": 0.6990746391813154, + "FN": 2278.3, + "FP": 1961.7333333333333, + "IoU": 0.5806033415559385, + "TN": 2195344.5, + "TP": 8338.666666666666, + "n_pred": 10300.4, + "n_ref": 10616.966666666667 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.030956609997462574, + "FN": 1, + "FP": 3818, + "IoU": 0.015721649484536082, + "TN": 1923672, + "TP": 61, + "n_pred": 3879, + "n_ref": 62 + }, + "10": { + "Dice": 0.0, + "FN": 40, + "FP": 0, + "IoU": 0.0, + "TN": 1927512, + "TP": 0, + "n_pred": 0, + "n_ref": 40 + }, + "11": { + "Dice": 0.42691131498470947, + "FN": 909, + "FP": 28, + "IoU": 0.2713841368584759, + "TN": 1926266, + "TP": 349, + "n_pred": 377, + "n_ref": 1258 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 334, + "IoU": 0.0, + "TN": 1927218, + "TP": 0, + "n_pred": 334, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 17, + "FP": 4907, + "IoU": 0.0, + "TN": 1922628, + "TP": 0, + "n_pred": 4907, + "n_ref": 17 + }, + "14": { + "Dice": 0.9495274223622452, + "FN": 5942, + "FP": 1908, + "IoU": 0.9039050067327702, + "TN": 1845862, + "TP": 73840, + "n_pred": 75748, + "n_ref": 79782 + }, + "15": { + "Dice": 0.8926280288866894, + "FN": 2131, + "FP": 798, + "IoU": 0.8060778601694916, + "TN": 1912448, + "TP": 12175, + "n_pred": 12973, + "n_ref": 14306 + }, + "2": { + "Dice": 0.8272355878347708, + "FN": 1889, + "FP": 14, + "IoU": 0.7053723486607834, + "TN": 1921093, + "TP": 4556, + "n_pred": 4570, + "n_ref": 6445 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1513, + "IoU": 0.0, + "TN": 1926039, + "TP": 0, + "n_pred": 1513, + "n_ref": 0 + }, + "4": { + "Dice": 0.8090546841882154, + "FN": 3061, + "FP": 8200, + "IoU": 0.679338231106555, + "TN": 1892434, + "TP": 23857, + "n_pred": 32057, + "n_ref": 26918 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8641115235694516, + "FN": 23476, + "FP": 13936, + "IoU": 0.760736235554447, + "TN": 1771189, + "TP": 118951, + "n_pred": 132887, + "n_ref": 142427 + }, + "7": { + "Dice": 0.6271177353634999, + "FN": 11054, + "FP": 30676, + "IoU": 0.4567891592142774, + "TN": 1850731, + "TP": 35091, + "n_pred": 65767, + "n_ref": 46145 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.6875861013317006, + "FN": 9564, + "FP": 641, + "IoU": 0.5239094938185211, + "TN": 1906117, + "TP": 11230, + "n_pred": 11871, + "n_ref": 20794 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0017.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0017.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7847684001136687, + "FN": 2322, + "FP": 1465, + "IoU": 0.6457768216256664, + "TN": 2442557, + "TP": 6904, + "n_pred": 8369, + "n_ref": 9226 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7437284800787014, + "FN": 842, + "FP": 200, + "IoU": 0.5920125293657008, + "TN": 2450694, + "TP": 1512, + "n_pred": 1712, + "n_ref": 2354 + }, + "13": { + "Dice": 0.6723356009070295, + "FN": 2216, + "FP": 3564, + "IoU": 0.5064047822374039, + "TN": 2441538, + "TP": 5930, + "n_pred": 9494, + "n_ref": 8146 + }, + "14": { + "Dice": 0.9140245261984392, + "FN": 1074, + "FP": 2782, + "IoU": 0.8416622182072024, + "TN": 2428895, + "TP": 20497, + "n_pred": 23279, + "n_ref": 21571 + }, + "15": { + "Dice": 0.48653453026397653, + "FN": 3301, + "FP": 2476, + "IoU": 0.32147051914493774, + "TN": 2444734, + "TP": 2737, + "n_pred": 5213, + "n_ref": 6038 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 13, + "IoU": 0.0, + "TN": 2453235, + "TP": 0, + "n_pred": 13, + "n_ref": 0 + }, + "3": { + "Dice": 0.8995477267317306, + "FN": 477, + "FP": 367, + "IoU": 0.8174345662989401, + "TN": 2448625, + "TP": 3779, + "n_pred": 4146, + "n_ref": 4256 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.020842379504993486, + "FN": 34, + "FP": 2221, + "IoU": 0.010530934620447565, + "TN": 2450969, + "TP": 24, + "n_pred": 2245, + "n_ref": 58 + }, + "6": { + "Dice": 0.974388166623608, + "FN": 3740, + "FP": 2109, + "IoU": 0.9500555033728972, + "TN": 2336138, + "TP": 111261, + "n_pred": 113370, + "n_ref": 115001 + }, + "7": { + "Dice": 0.9437903672264255, + "FN": 4995, + "FP": 1097, + "IoU": 0.8935634915088406, + "TN": 2396012, + "TP": 51144, + "n_pred": 52241, + "n_ref": 56139 + }, + "8": { + "Dice": 0.81785364220995, + "FN": 2328, + "FP": 5291, + "IoU": 0.6918378903090114, + "TN": 2428524, + "TP": 17105, + "n_pred": 22396, + "n_ref": 19433 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0027.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0027.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.5203539823008849, + "FN": 271, + "FP": 0, + "IoU": 0.35167464114832536, + "TN": 1927134, + "TP": 147, + "n_pred": 147, + "n_ref": 418 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9491627962667708, + "FN": 1274, + "FP": 6793, + "IoU": 0.9032443778110945, + "TN": 1844177, + "TP": 75308, + "n_pred": 82101, + "n_ref": 76582 + }, + "15": { + "Dice": 0.8766188491151033, + "FN": 2365, + "FP": 5952, + "IoU": 0.7803396455642712, + "TN": 1889689, + "TP": 29546, + "n_pred": 35498, + "n_ref": 31911 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9715104939403537, + "FN": 1367, + "FP": 2051, + "IoU": 0.944599325726141, + "TN": 1865856, + "TP": 58278, + "n_pred": 60329, + "n_ref": 59645 + }, + "7": { + "Dice": 0.9400351664342448, + "FN": 2361, + "FP": 3573, + "IoU": 0.8868550509095069, + "TN": 1875106, + "TP": 46512, + "n_pred": 50085, + "n_ref": 48873 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0038.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0038.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7247329498767461, + "FN": 294, + "FP": 41, + "IoU": 0.5682989690721649, + "TN": 2102008, + "TP": 441, + "n_pred": 482, + "n_ref": 735 + }, + "10": { + "Dice": 0.7419646055742638, + "FN": 13425, + "FP": 4582, + "IoU": 0.5897803900127574, + "TN": 2058888, + "TP": 25889, + "n_pred": 30471, + "n_ref": 39314 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 51, + "IoU": 0.0, + "TN": 2102733, + "TP": 0, + "n_pred": 51, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 2102783, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "13": { + "Dice": 0.15956023642156983, + "FN": 3424, + "FP": 31129, + "IoU": 0.08669679909074089, + "TN": 2064951, + "TP": 3280, + "n_pred": 34409, + "n_ref": 6704 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9043437352987298, + "FN": 955, + "FP": 265, + "IoU": 0.825390010018606, + "TN": 2095797, + "TP": 5767, + "n_pred": 6032, + "n_ref": 6722 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 192, + "IoU": 0.0, + "TN": 2102592, + "TP": 0, + "n_pred": 192, + "n_ref": 0 + }, + "4": { + "Dice": 0.9055224553146748, + "FN": 630, + "FP": 1257, + "IoU": 0.827355901189387, + "TN": 2091854, + "TP": 9043, + "n_pred": 10300, + "n_ref": 9673 + }, + "5": { + "Dice": 0.6673364998173182, + "FN": 613, + "FP": 6671, + "IoU": 0.5007539410555175, + "TN": 2088194, + "TP": 7306, + "n_pred": 13977, + "n_ref": 7919 + }, + "6": { + "Dice": 0.9758309964942254, + "FN": 5423, + "FP": 6290, + "IoU": 0.9528027045867568, + "TN": 1854613, + "TP": 236458, + "n_pred": 242748, + "n_ref": 241881 + }, + "7": { + "Dice": 0.4741829820218538, + "FN": 14355, + "FP": 6674, + "IoU": 0.3107731637769985, + "TN": 2072273, + "TP": 9482, + "n_pred": 16156, + "n_ref": 23837 + }, + "8": { + "Dice": 0.9155300311079205, + "FN": 1016, + "FP": 43, + "IoU": 0.8442188879082083, + "TN": 2095986, + "TP": 5739, + "n_pred": 5782, + "n_ref": 6755 + }, + "9": { + "Dice": 0.7907891744371162, + "FN": 5156, + "FP": 13242, + "IoU": 0.6539712990652448, + "TN": 2049615, + "TP": 34771, + "n_pred": 48013, + "n_ref": 39927 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0044.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0044.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7566311304393757, + "FN": 21071, + "FP": 6574, + "IoU": 0.6085331143176765, + "TN": 2733093, + "TP": 42974, + "n_pred": 49548, + "n_ref": 64045 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7429181169177612, + "FN": 4935, + "FP": 5184, + "IoU": 0.5909862570735651, + "TN": 2778972, + "TP": 14621, + "n_pred": 19805, + "n_ref": 19556 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9291447870642393, + "FN": 1844, + "FP": 1219, + "IoU": 0.8676661194158818, + "TN": 2780566, + "TP": 20083, + "n_pred": 21302, + "n_ref": 21927 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9716313271446352, + "FN": 7423, + "FP": 2515, + "IoU": 0.9448278159298718, + "TN": 2623585, + "TP": 170189, + "n_pred": 172704, + "n_ref": 177612 + }, + "7": { + "Dice": 0.9422292170198415, + "FN": 1857, + "FP": 3282, + "IoU": 0.8907688056624227, + "TN": 2756665, + "TP": 41908, + "n_pred": 45190, + "n_ref": 43765 + }, + "8": { + "Dice": 0.9182885768251622, + "FN": 811, + "FP": 184, + "IoU": 0.8489219556635287, + "TN": 2797126, + "TP": 5591, + "n_pred": 5775, + "n_ref": 6402 + }, + "9": { + "Dice": 0.18915801614763553, + "FN": 1813, + "FP": 296, + "IoU": 0.10445859872611465, + "TN": 2801357, + "TP": 246, + "n_pred": 542, + "n_ref": 2059 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0045.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0045.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.944517256443862, + "FN": 291, + "FP": 90, + "IoU": 0.8948675496688742, + "TN": 4026712, + "TP": 3243, + "n_pred": 3333, + "n_ref": 3534 + }, + "10": { + "Dice": 0.7582547169811321, + "FN": 41, + "FP": 779, + "IoU": 0.610636277302944, + "TN": 4028230, + "TP": 1286, + "n_pred": 2065, + "n_ref": 1327 + }, + "11": { + "Dice": 0.639753466872111, + "FN": 835, + "FP": 1503, + "IoU": 0.4703217036701405, + "TN": 4025922, + "TP": 2076, + "n_pred": 3579, + "n_ref": 2911 + }, + "12": { + "Dice": 0.43349753694581283, + "FN": 404, + "FP": 56, + "IoU": 0.27672955974842767, + "TN": 4029700, + "TP": 176, + "n_pred": 232, + "n_ref": 580 + }, + "13": { + "Dice": 0.42597402597402595, + "FN": 213, + "FP": 229, + "IoU": 0.2706270627062706, + "TN": 4029730, + "TP": 164, + "n_pred": 393, + "n_ref": 377 + }, + "14": { + "Dice": 0.9038780245276765, + "FN": 926, + "FP": 2554, + "IoU": 0.8246144541880859, + "TN": 4010494, + "TP": 16362, + "n_pred": 18916, + "n_ref": 17288 + }, + "15": { + "Dice": 0.8231962849699853, + "FN": 307, + "FP": 1254, + "IoU": 0.6995187680461983, + "TN": 4025141, + "TP": 3634, + "n_pred": 4888, + "n_ref": 3941 + }, + "2": { + "Dice": 0.16303317535545023, + "FN": 826, + "FP": 57, + "IoU": 0.08875128998968008, + "TN": 4029367, + "TP": 86, + "n_pred": 143, + "n_ref": 912 + }, + "3": { + "Dice": 0.9203246735619078, + "FN": 1495, + "FP": 1440, + "IoU": 0.8524087297596299, + "TN": 4010450, + "TP": 16951, + "n_pred": 18391, + "n_ref": 18446 + }, + "4": { + "Dice": 0.7554274735830931, + "FN": 51, + "FP": 1222, + "IoU": 0.6069774621796851, + "TN": 4027097, + "TP": 1966, + "n_pred": 3188, + "n_ref": 2017 + }, + "5": { + "Dice": 0.16554809843400448, + "FN": 876, + "FP": 243, + "IoU": 0.09024390243902439, + "TN": 4029106, + "TP": 111, + "n_pred": 354, + "n_ref": 987 + }, + "6": { + "Dice": 0.9591565343412402, + "FN": 10424, + "FP": 14884, + "IoU": 0.9215185241463574, + "TN": 3707865, + "TP": 297163, + "n_pred": 312047, + "n_ref": 307587 + }, + "7": { + "Dice": 0.9150669513547511, + "FN": 16653, + "FP": 9004, + "IoU": 0.8434317237339126, + "TN": 3866465, + "TP": 138214, + "n_pred": 147218, + "n_ref": 154867 + }, + "8": { + "Dice": 0.8790309379603863, + "FN": 455, + "FP": 284, + "IoU": 0.7841705607476636, + "TN": 4026912, + "TP": 2685, + "n_pred": 2969, + "n_ref": 3140 + }, + "9": { + "Dice": 0.7229782270606532, + "FN": 2344, + "FP": 506, + "IoU": 0.566144009742731, + "TN": 4023767, + "TP": 3719, + "n_pred": 4225, + "n_ref": 6063 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0048.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0048.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9452845350281248, + "FN": 2593, + "FP": 5646, + "IoU": 0.896246017453941, + "TN": 2198607, + "TP": 71170, + "n_pred": 76816, + "n_ref": 73763 + }, + "10": { + "Dice": 0.5185521388857369, + "FN": 3125, + "FP": 1118, + "IoU": 0.35003063725490197, + "TN": 2271488, + "TP": 2285, + "n_pred": 3403, + "n_ref": 5410 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 2278013, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.3401428478388294, + "FN": 21455, + "FP": 8940, + "IoU": 0.20492296424180595, + "TN": 2239787, + "TP": 7834, + "n_pred": 16774, + "n_ref": 29289 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 20, + "FP": 1666, + "IoU": 0.0, + "TN": 2276330, + "TP": 0, + "n_pred": 1666, + "n_ref": 20 + }, + "2": { + "Dice": 0.607955146514334, + "FN": 12133, + "FP": 2691, + "IoU": 0.4367353142336044, + "TN": 2251698, + "TP": 11494, + "n_pred": 14185, + "n_ref": 23627 + }, + "3": { + "Dice": 0.8136956477916423, + "FN": 2640, + "FP": 15844, + "IoU": 0.6859080018352054, + "TN": 2219167, + "TP": 40365, + "n_pred": 56209, + "n_ref": 43005 + }, + "4": { + "Dice": 0.8941547802621435, + "FN": 4572, + "FP": 4214, + "IoU": 0.8085713663202388, + "TN": 2232119, + "TP": 37111, + "n_pred": 41325, + "n_ref": 41683 + }, + "5": { + "Dice": 0.4317500681137045, + "FN": 2470, + "FP": 3787, + "IoU": 0.2753069261060922, + "TN": 2269382, + "TP": 2377, + "n_pred": 6164, + "n_ref": 4847 + }, + "6": { + "Dice": 0.9043559308095068, + "FN": 5019, + "FP": 19404, + "IoU": 0.8254103282626101, + "TN": 2138128, + "TP": 115465, + "n_pred": 134869, + "n_ref": 120484 + }, + "7": { + "Dice": 0.3302559772128606, + "FN": 208979, + "FP": 3579, + "IoU": 0.19778838714547203, + "TN": 2013051, + "TP": 52407, + "n_pred": 55986, + "n_ref": 261386 + }, + "8": { + "Dice": 0.8641606730899715, + "FN": 548, + "FP": 453, + "IoU": 0.7608124253285543, + "TN": 2273831, + "TP": 3184, + "n_pred": 3637, + "n_ref": 3732 + }, + "9": { + "Dice": 0.5580065800118656, + "FN": 1404, + "FP": 6791, + "IoU": 0.38696888090963494, + "TN": 2264648, + "TP": 5173, + "n_pred": 11964, + "n_ref": 6577 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0050.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0050.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8854113345521024, + "FN": 1210, + "FP": 357, + "IoU": 0.7943839391156017, + "TN": 1744699, + "TP": 6054, + "n_pred": 6411, + "n_ref": 7264 + }, + "10": { + "Dice": 0.7937706311076249, + "FN": 6419, + "FP": 6201, + "IoU": 0.6580594467174249, + "TN": 1715413, + "TP": 24287, + "n_pred": 30488, + "n_ref": 30706 + }, + "11": { + "Dice": 0.015267175572519083, + "FN": 0, + "FP": 387, + "IoU": 0.007692307692307693, + "TN": 1751930, + "TP": 3, + "n_pred": 390, + "n_ref": 3 + }, + "12": { + "Dice": 0.6614352974746754, + "FN": 1174, + "FP": 1199, + "IoU": 0.49413771050948624, + "TN": 1747629, + "TP": 2318, + "n_pred": 3517, + "n_ref": 3492 + }, + "13": { + "Dice": 0.8732009006184627, + "FN": 2076, + "FP": 2373, + "IoU": 0.7749392958316471, + "TN": 1732552, + "TP": 15319, + "n_pred": 17692, + "n_ref": 17395 + }, + "14": { + "Dice": 0.9484892397144992, + "FN": 968, + "FP": 4755, + "IoU": 0.9020252341088456, + "TN": 1693907, + "TP": 52690, + "n_pred": 57445, + "n_ref": 53658 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 1555, + "IoU": 0.0, + "TN": 1750765, + "TP": 0, + "n_pred": 1555, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.734982332155477, + "FN": 85, + "FP": 290, + "IoU": 0.5810055865921788, + "TN": 1751425, + "TP": 520, + "n_pred": 810, + "n_ref": 605 + }, + "4": { + "Dice": 0.8472153770330212, + "FN": 524, + "FP": 1336, + "IoU": 0.73492945703292, + "TN": 1745303, + "TP": 5157, + "n_pred": 6493, + "n_ref": 5681 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9476126193690315, + "FN": 2887, + "FP": 2352, + "IoU": 0.9004408802402037, + "TN": 1699698, + "TP": 47383, + "n_pred": 49735, + "n_ref": 50270 + }, + "7": { + "Dice": 0.9200234082627233, + "FN": 12905, + "FP": 3358, + "IoU": 0.8518919903465234, + "TN": 1642515, + "TP": 93542, + "n_pred": 96900, + "n_ref": 106447 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.6437735849056604, + "FN": 147, + "FP": 797, + "IoU": 0.4746800222593211, + "TN": 1750523, + "TP": 853, + "n_pred": 1650, + "n_ref": 1000 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0066.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0066.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 388, + "FP": 148, + "IoU": 0.0, + "TN": 2277480, + "TP": 0, + "n_pred": 148, + "n_ref": 388 + }, + "10": { + "Dice": 0.282795914279992, + "FN": 1726, + "FP": 1855, + "IoU": 0.16468392815488686, + "TN": 2273729, + "TP": 706, + "n_pred": 2561, + "n_ref": 2432 + }, + "11": { + "Dice": 0.4607165304839723, + "FN": 1410, + "FP": 306, + "IoU": 0.29930583911800734, + "TN": 2275567, + "TP": 733, + "n_pred": 1039, + "n_ref": 2143 + }, + "12": { + "Dice": 0.4420368364030336, + "FN": 2017, + "FP": 43, + "IoU": 0.28372739916550765, + "TN": 2275140, + "TP": 816, + "n_pred": 859, + "n_ref": 2833 + }, + "13": { + "Dice": 0.014894844495725599, + "FN": 411, + "FP": 18372, + "IoU": 0.00750330250990753, + "TN": 2259091, + "TP": 142, + "n_pred": 18514, + "n_ref": 553 + }, + "14": { + "Dice": 0.8054166273473624, + "FN": 606, + "FP": 15890, + "IoU": 0.674223872343787, + "TN": 2227380, + "TP": 34140, + "n_pred": 50030, + "n_ref": 34746 + }, + "15": { + "Dice": 0.8506405629736558, + "FN": 3704, + "FP": 2918, + "IoU": 0.7400996899407355, + "TN": 2252537, + "TP": 18857, + "n_pred": 21775, + "n_ref": 22561 + }, + "2": { + "Dice": 0.5824847250509165, + "FN": 45, + "FP": 160, + "IoU": 0.4109195402298851, + "TN": 2277668, + "TP": 143, + "n_pred": 303, + "n_ref": 188 + }, + "3": { + "Dice": 0.8075060532687651, + "FN": 208, + "FP": 110, + "IoU": 0.6771573604060914, + "TN": 2277031, + "TP": 667, + "n_pred": 777, + "n_ref": 875 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2951, + "IoU": 0.0, + "TN": 2275065, + "TP": 0, + "n_pred": 2951, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9613682320998964, + "FN": 4131, + "FP": 15604, + "IoU": 0.9256102709467304, + "TN": 2012724, + "TP": 245557, + "n_pred": 261161, + "n_ref": 249688 + }, + "7": { + "Dice": 0.7614418673363864, + "FN": 9934, + "FP": 6214, + "IoU": 0.6147808869486391, + "TN": 2236097, + "TP": 25771, + "n_pred": 31985, + "n_ref": 35705 + }, + "8": { + "Dice": 0.9295391746144933, + "FN": 2621, + "FP": 541, + "IoU": 0.8683542195761689, + "TN": 2253997, + "TP": 20857, + "n_pred": 21398, + "n_ref": 23478 + }, + "9": { + "Dice": 0.44596397598398935, + "FN": 6672, + "FP": 3294, + "IoU": 0.28697145310152394, + "TN": 2264039, + "TP": 4011, + "n_pred": 7305, + "n_ref": 10683 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0067.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0067.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8558791006266127, + "FN": 391, + "FP": 0, + "IoU": 0.7480670103092784, + "TN": 3152624, + "TP": 1161, + "n_pred": 1161, + "n_ref": 1552 + }, + "10": { + "Dice": 0.8433423180592992, + "FN": 917, + "FP": 536, + "IoU": 0.7291200596569725, + "TN": 3148812, + "TP": 3911, + "n_pred": 4447, + "n_ref": 4828 + }, + "11": { + "Dice": 0.6621866115275264, + "FN": 1059, + "FP": 248, + "IoU": 0.4949768160741886, + "TN": 3151588, + "TP": 1281, + "n_pred": 1529, + "n_ref": 2340 + }, + "12": { + "Dice": 0.6914534041525833, + "FN": 592, + "FP": 686, + "IoU": 0.5284132841328413, + "TN": 3151466, + "TP": 1432, + "n_pred": 2118, + "n_ref": 2024 + }, + "13": { + "Dice": 0.3165093287742511, + "FN": 1393, + "FP": 7802, + "IoU": 0.1880077711056164, + "TN": 3142852, + "TP": 2129, + "n_pred": 9931, + "n_ref": 3522 + }, + "14": { + "Dice": 0.9082989454378725, + "FN": 423, + "FP": 1977, + "IoU": 0.8320033599328014, + "TN": 3139890, + "TP": 11886, + "n_pred": 13863, + "n_ref": 12309 + }, + "15": { + "Dice": 0.6709332583163373, + "FN": 140, + "FP": 4539, + "IoU": 0.5048153243729495, + "TN": 3144727, + "TP": 4770, + "n_pred": 9309, + "n_ref": 4910 + }, + "2": { + "Dice": 0.1188707280832095, + "FN": 593, + "FP": 0, + "IoU": 0.0631911532385466, + "TN": 3153543, + "TP": 40, + "n_pred": 40, + "n_ref": 633 + }, + "3": { + "Dice": 0.9743330576740482, + "FN": 1130, + "FP": 546, + "IoU": 0.9499507271478485, + "TN": 3120689, + "TP": 31811, + "n_pred": 32357, + "n_ref": 32941 + }, + "4": { + "Dice": 0.875209661187521, + "FN": 14580, + "FP": 2532, + "IoU": 0.7781091559797196, + "TN": 3077057, + "TP": 60007, + "n_pred": 62539, + "n_ref": 74587 + }, + "5": { + "Dice": 0.7019640056754537, + "FN": 1924, + "FP": 2067, + "IoU": 0.5407893222874238, + "TN": 3145485, + "TP": 4700, + "n_pred": 6767, + "n_ref": 6624 + }, + "6": { + "Dice": 0.9338297586335175, + "FN": 11288, + "FP": 9879, + "IoU": 0.8758730289045137, + "TN": 2983649, + "TP": 149360, + "n_pred": 159239, + "n_ref": 160648 + }, + "7": { + "Dice": 0.8078625675181741, + "FN": 8531, + "FP": 10393, + "IoU": 0.6776589221230497, + "TN": 3095468, + "TP": 39784, + "n_pred": 50177, + "n_ref": 48315 + }, + "8": { + "Dice": 0.7980697847067557, + "FN": 514, + "FP": 30, + "IoU": 0.6639901173563928, + "TN": 3152557, + "TP": 1075, + "n_pred": 1105, + "n_ref": 1589 + }, + "9": { + "Dice": 0.9573340482131442, + "FN": 1412, + "FP": 657, + "IoU": 0.9181598829160239, + "TN": 3128895, + "TP": 23212, + "n_pred": 23869, + "n_ref": 24624 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0102.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0102.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9792683585799457, + "FN": 684, + "FP": 467, + "IoU": 0.9593788600670549, + "TN": 2249681, + "TP": 27184, + "n_pred": 27651, + "n_ref": 27868 + }, + "10": { + "Dice": 0.7659242906304785, + "FN": 2089, + "FP": 1516, + "IoU": 0.6206461117541829, + "TN": 2268513, + "TP": 5898, + "n_pred": 7414, + "n_ref": 7987 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 2278015, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "13": { + "Dice": 0.5605665300037271, + "FN": 2498, + "FP": 10471, + "IoU": 0.3894355256343863, + "TN": 2256775, + "TP": 8272, + "n_pred": 18743, + "n_ref": 10770 + }, + "14": { + "Dice": 0.9687252166552295, + "FN": 5097, + "FP": 2514, + "IoU": 0.9393473323504802, + "TN": 2152531, + "TP": 117874, + "n_pred": 120388, + "n_ref": 122971 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 1406, + "IoU": 0.0, + "TN": 2276610, + "TP": 0, + "n_pred": 1406, + "n_ref": 0 + }, + "2": { + "Dice": 0.8161786830227983, + "FN": 3401, + "FP": 12483, + "IoU": 0.6894441511721118, + "TN": 2226869, + "TP": 35263, + "n_pred": 47746, + "n_ref": 38664 + }, + "3": { + "Dice": 0.6284772539993749, + "FN": 12713, + "FP": 362, + "IoU": 0.4582331979779564, + "TN": 2253882, + "TP": 11059, + "n_pred": 11421, + "n_ref": 23772 + }, + "4": { + "Dice": 0.941269631780388, + "FN": 379, + "FP": 956, + "IoU": 0.8890550984791823, + "TN": 2265983, + "TP": 10698, + "n_pred": 11654, + "n_ref": 11077 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9777307840485036, + "FN": 3669, + "FP": 12169, + "IoU": 0.9564317978004082, + "TN": 1914494, + "TP": 347684, + "n_pred": 359853, + "n_ref": 351353 + }, + "7": { + "Dice": 0.9744419651979175, + "FN": 8897, + "FP": 3611, + "IoU": 0.9501577991010233, + "TN": 2027064, + "TP": 238444, + "n_pred": 242055, + "n_ref": 247341 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0104.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0104.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.918918918918919, + "FN": 154, + "FP": 8, + "IoU": 0.85, + "TN": 3328328, + "TP": 918, + "n_pred": 926, + "n_ref": 1072 + }, + "10": { + "Dice": 0.0, + "FN": 8, + "FP": 0, + "IoU": 0.0, + "TN": 3329400, + "TP": 0, + "n_pred": 0, + "n_ref": 8 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.15815085158150852, + "FN": 60, + "FP": 632, + "IoU": 0.08586525759577279, + "TN": 3328651, + "TP": 65, + "n_pred": 697, + "n_ref": 125 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9347691280290021, + "FN": 8804, + "FP": 2136, + "IoU": 0.8775272597004232, + "TN": 3240082, + "TP": 78386, + "n_pred": 80522, + "n_ref": 87190 + }, + "3": { + "Dice": 0.9533732234263638, + "FN": 2478, + "FP": 865, + "IoU": 0.9109008528784648, + "TN": 3291888, + "TP": 34177, + "n_pred": 35042, + "n_ref": 36655 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9835585675903277, + "FN": 397, + "FP": 423, + "IoU": 0.9676490314435633, + "TN": 3304061, + "TP": 24527, + "n_pred": 24950, + "n_ref": 24924 + }, + "7": { + "Dice": 0.5157054099333619, + "FN": 49657, + "FP": 14806, + "IoU": 0.3474414131700157, + "TN": 3230623, + "TP": 34322, + "n_pred": 49128, + "n_ref": 83979 + }, + "8": { + "Dice": 0.8457201435161456, + "FN": 47, + "FP": 3565, + "IoU": 0.7326820603907638, + "TN": 3315896, + "TP": 9900, + "n_pred": 13465, + "n_ref": 9947 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0131.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0131.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.877079107505071, + "FN": 78, + "FP": 225, + "IoU": 0.7810693641618497, + "TN": 1400472, + "TP": 1081, + "n_pred": 1306, + "n_ref": 1159 + }, + "10": { + "Dice": 0.8829798100166831, + "FN": 1750, + "FP": 1687, + "IoU": 0.7904779322116557, + "TN": 1385452, + "TP": 12967, + "n_pred": 14654, + "n_ref": 14717 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.368832936372916, + "FN": 1625, + "FP": 230, + "IoU": 0.2261159783062161, + "TN": 1399459, + "TP": 542, + "n_pred": 772, + "n_ref": 2167 + }, + "13": { + "Dice": 0.23165554881746514, + "FN": 2263, + "FP": 271, + "IoU": 0.1310013717421125, + "TN": 1398940, + "TP": 382, + "n_pred": 653, + "n_ref": 2645 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 32, + "IoU": 0.0, + "TN": 1401824, + "TP": 0, + "n_pred": 32, + "n_ref": 0 + }, + "15": { + "Dice": 0.8068495587541475, + "FN": 24925, + "FP": 48, + "IoU": 0.6762345558969572, + "TN": 1324723, + "TP": 52160, + "n_pred": 52208, + "n_ref": 77085 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 3214, + "IoU": 0.0, + "TN": 1398642, + "TP": 0, + "n_pred": 3214, + "n_ref": 0 + }, + "3": { + "Dice": 0.9021821010904331, + "FN": 5847, + "FP": 2074, + "IoU": 0.8217957659339917, + "TN": 1357407, + "TP": 36528, + "n_pred": 38602, + "n_ref": 42375 + }, + "4": { + "Dice": 0.0, + "FN": 10, + "FP": 46, + "IoU": 0.0, + "TN": 1401800, + "TP": 0, + "n_pred": 46, + "n_ref": 10 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9797081306462821, + "FN": 1654, + "FP": 1850, + "IoU": 0.9602234028061571, + "TN": 1313764, + "TP": 84588, + "n_pred": 86438, + "n_ref": 86242 + }, + "7": { + "Dice": 0.7268200230406184, + "FN": 6291, + "FP": 1060, + "IoU": 0.5708698190309399, + "TN": 1384726, + "TP": 9779, + "n_pred": 10839, + "n_ref": 16070 + }, + "8": { + "Dice": 0.9215694967856352, + "FN": 860, + "FP": 909, + "IoU": 0.8545469495148824, + "TN": 1389694, + "TP": 10393, + "n_pred": 11302, + "n_ref": 11253 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0133.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0133.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8978171355719036, + "FN": 5029, + "FP": 902, + "IoU": 0.814580923500172, + "TN": 1194637, + "TP": 26056, + "n_pred": 26958, + "n_ref": 31085 + }, + "10": { + "Dice": 0.546861053257959, + "FN": 1485, + "FP": 38, + "IoU": 0.3763308763308763, + "TN": 1224182, + "TP": 919, + "n_pred": 957, + "n_ref": 2404 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 43, + "IoU": 0.0, + "TN": 1226581, + "TP": 0, + "n_pred": 43, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 6, + "FP": 142, + "IoU": 0.0, + "TN": 1226476, + "TP": 0, + "n_pred": 142, + "n_ref": 6 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 60, + "IoU": 0.0, + "TN": 1226564, + "TP": 0, + "n_pred": 60, + "n_ref": 0 + }, + "14": { + "Dice": 0.7901020186672455, + "FN": 181, + "FP": 786, + "IoU": 0.6530319339791891, + "TN": 1223837, + "TP": 1820, + "n_pred": 2606, + "n_ref": 2001 + }, + "15": { + "Dice": 0.3912568306010929, + "FN": 288, + "FP": 4725, + "IoU": 0.24320652173913043, + "TN": 1220000, + "TP": 1611, + "n_pred": 6336, + "n_ref": 1899 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 14013, + "IoU": 0.0, + "TN": 1212611, + "TP": 0, + "n_pred": 14013, + "n_ref": 0 + }, + "3": { + "Dice": 0.8523164434972694, + "FN": 16791, + "FP": 2058, + "IoU": 0.7426406335335882, + "TN": 1153384, + "TP": 54391, + "n_pred": 56449, + "n_ref": 71182 + }, + "4": { + "Dice": 0.8154090505289795, + "FN": 275, + "FP": 6582, + "IoU": 0.688346513953277, + "TN": 1204622, + "TP": 15145, + "n_pred": 21727, + "n_ref": 15420 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9289089438508364, + "FN": 5144, + "FP": 4876, + "IoU": 0.8672548785819324, + "TN": 1151141, + "TP": 65463, + "n_pred": 70339, + "n_ref": 70607 + }, + "7": { + "Dice": 0.0, + "FN": 858, + "FP": 0, + "IoU": 0.0, + "TN": 1225766, + "TP": 0, + "n_pred": 0, + "n_ref": 858 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0138.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0138.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.88, + "FN": 407, + "FP": 397, + "IoU": 0.7857142857142857, + "TN": 1398104, + "TP": 2948, + "n_pred": 3345, + "n_ref": 3355 + }, + "10": { + "Dice": 0.5759508259700346, + "FN": 10103, + "FP": 935, + "IoU": 0.40444588324161, + "TN": 1383322, + "TP": 7496, + "n_pred": 8431, + "n_ref": 17599 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 2277, + "IoU": 0.0, + "TN": 1399579, + "TP": 0, + "n_pred": 2277, + "n_ref": 0 + }, + "13": { + "Dice": 0.3467353718896196, + "FN": 8171, + "FP": 1464, + "IoU": 0.2097276902887139, + "TN": 1389664, + "TP": 2557, + "n_pred": 4021, + "n_ref": 10728 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 1153, + "IoU": 0.0, + "TN": 1400703, + "TP": 0, + "n_pred": 1153, + "n_ref": 0 + }, + "2": { + "Dice": 0.8706140350877193, + "FN": 111, + "FP": 7, + "IoU": 0.7708737864077669, + "TN": 1401341, + "TP": 397, + "n_pred": 404, + "n_ref": 508 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1179, + "IoU": 0.0, + "TN": 1400677, + "TP": 0, + "n_pred": 1179, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8669451829345487, + "FN": 240, + "FP": 9219, + "IoU": 0.7651396648044693, + "TN": 1361581, + "TP": 30816, + "n_pred": 40035, + "n_ref": 31056 + }, + "7": { + "Dice": 0.8031063418880139, + "FN": 22275, + "FP": 6679, + "IoU": 0.670992227626017, + "TN": 1313852, + "TP": 59050, + "n_pred": 65729, + "n_ref": 81325 + }, + "8": { + "Dice": 0.35714285714285715, + "FN": 216, + "FP": 0, + "IoU": 0.21739130434782608, + "TN": 1401580, + "TP": 60, + "n_pred": 60, + "n_ref": 276 + }, + "9": { + "Dice": 0.7108639168561222, + "FN": 1692, + "FP": 5430, + "IoU": 0.5514265919254268, + "TN": 1385979, + "TP": 8755, + "n_pred": 14185, + "n_ref": 10447 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0156.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0156.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8206089791395879, + "FN": 24572, + "FP": 685, + "IoU": 0.6957904245709123, + "TN": 3071151, + "TP": 57768, + "n_pred": 58453, + "n_ref": 82340 + }, + "10": { + "Dice": 0.8148997992243325, + "FN": 8880, + "FP": 5963, + "IoU": 0.687621011869686, + "TN": 3106660, + "TP": 32673, + "n_pred": 38636, + "n_ref": 41553 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 18, + "IoU": 0.0, + "TN": 3154158, + "TP": 0, + "n_pred": 18, + "n_ref": 0 + }, + "12": { + "Dice": 0.6806465705548275, + "FN": 375, + "FP": 1087, + "IoU": 0.5158940397350993, + "TN": 3151156, + "TP": 1558, + "n_pred": 2645, + "n_ref": 1933 + }, + "13": { + "Dice": 0.7669715089693985, + "FN": 5736, + "FP": 7514, + "IoU": 0.6220225360148338, + "TN": 3119121, + "TP": 21805, + "n_pred": 29319, + "n_ref": 27541 + }, + "14": { + "Dice": 0.7866600049962528, + "FN": 112, + "FP": 1596, + "IoU": 0.648342598311715, + "TN": 3149319, + "TP": 3149, + "n_pred": 4745, + "n_ref": 3261 + }, + "15": { + "Dice": 0.7053605100116728, + "FN": 16043, + "FP": 364, + "IoU": 0.544831604061477, + "TN": 3118130, + "TP": 19639, + "n_pred": 20003, + "n_ref": 35682 + }, + "2": { + "Dice": 0.8594951923076923, + "FN": 169, + "FP": 2169, + "IoU": 0.7536094425123827, + "TN": 3144687, + "TP": 7151, + "n_pred": 9320, + "n_ref": 7320 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 16, + "IoU": 0.0, + "TN": 3154160, + "TP": 0, + "n_pred": 16, + "n_ref": 0 + }, + "4": { + "Dice": 0.6017285680915674, + "FN": 1428, + "FP": 277, + "IoU": 0.4303374540594721, + "TN": 3151183, + "TP": 1288, + "n_pred": 1565, + "n_ref": 2716 + }, + "5": { + "Dice": 0.25679347826086957, + "FN": 1723, + "FP": 465, + "IoU": 0.14731098986749805, + "TN": 3151610, + "TP": 378, + "n_pred": 843, + "n_ref": 2101 + }, + "6": { + "Dice": 0.3891234234470462, + "FN": 471, + "FP": 22826, + "IoU": 0.24156004818178858, + "TN": 3123459, + "TP": 7420, + "n_pred": 30246, + "n_ref": 7891 + }, + "7": { + "Dice": 0.9072809213820731, + "FN": 4517, + "FP": 4741, + "IoU": 0.8302965868680573, + "TN": 3099622, + "TP": 45296, + "n_pred": 50037, + "n_ref": 49813 + }, + "8": { + "Dice": 0.9641447541529987, + "FN": 2736, + "FP": 1352, + "IoU": 0.9307717058136188, + "TN": 3095125, + "TP": 54963, + "n_pred": 56315, + "n_ref": 57699 + }, + "9": { + "Dice": 0.9082691992795153, + "FN": 259, + "FP": 2542, + "IoU": 0.8319534437245021, + "TN": 3137508, + "TP": 13867, + "n_pred": 16409, + "n_ref": 14126 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0161.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0161.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9157894736842105, + "FN": 51, + "FP": 29, + "IoU": 0.8446601941747572, + "TN": 1050877, + "TP": 435, + "n_pred": 464, + "n_ref": 486 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8334901222953904, + "FN": 1251, + "FP": 1050, + "IoU": 0.714516129032258, + "TN": 1043332, + "TP": 5759, + "n_pred": 6809, + "n_ref": 7010 + }, + "6": { + "Dice": 0.8590901557838913, + "FN": 443, + "FP": 6359, + "IoU": 0.7529868903656898, + "TN": 1023855, + "TP": 20735, + "n_pred": 27094, + "n_ref": 21178 + }, + "7": { + "Dice": 0.9150269125562517, + "FN": 2328, + "FP": 1524, + "IoU": 0.8433636955107352, + "TN": 1026800, + "TP": 20740, + "n_pred": 22264, + "n_ref": 23068 + }, + "8": { + "Dice": 0.9588566478995236, + "FN": 1025, + "FP": 590, + "IoU": 0.9209650582362728, + "TN": 1030958, + "TP": 18819, + "n_pred": 19409, + "n_ref": 19844 + }, + "9": { + "Dice": 0.8329582479594236, + "FN": 4783, + "FP": 190, + "IoU": 0.71373474556758, + "TN": 1034020, + "TP": 12399, + "n_pred": 12589, + "n_ref": 17182 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0166.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0166.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9781667639132006, + "FN": 1633, + "FP": 2296, + "IoU": 0.9572665375997912, + "TN": 2010842, + "TP": 88013, + "n_pred": 90309, + "n_ref": 89646 + }, + "10": { + "Dice": 0.8171717759292653, + "FN": 1725, + "FP": 1418, + "IoU": 0.6908625946690272, + "TN": 2092617, + "TP": 7024, + "n_pred": 8442, + "n_ref": 8749 + }, + "11": { + "Dice": 0.6118097320940404, + "FN": 266, + "FP": 1154, + "IoU": 0.4407246947617172, + "TN": 2100245, + "TP": 1119, + "n_pred": 2273, + "n_ref": 1385 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 12, + "IoU": 0.0, + "TN": 2102772, + "TP": 0, + "n_pred": 12, + "n_ref": 0 + }, + "13": { + "Dice": 0.6565233370084528, + "FN": 3091, + "FP": 1582, + "IoU": 0.4886749097275413, + "TN": 2093645, + "TP": 4466, + "n_pred": 6048, + "n_ref": 7557 + }, + "14": { + "Dice": 0.9520509193776521, + "FN": 922, + "FP": 3146, + "IoU": 0.9084896747199352, + "TN": 2058330, + "TP": 40386, + "n_pred": 43532, + "n_ref": 41308 + }, + "15": { + "Dice": 0.3384111185288584, + "FN": 136, + "FP": 10765, + "IoU": 0.2036671780261524, + "TN": 2089095, + "TP": 2788, + "n_pred": 13553, + "n_ref": 2924 + }, + "2": { + "Dice": 0.7520759193357058, + "FN": 75, + "FP": 134, + "IoU": 0.6026615969581749, + "TN": 2102258, + "TP": 317, + "n_pred": 451, + "n_ref": 392 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.4054669703872437, + "FN": 2666, + "FP": 205, + "IoU": 0.2542857142857143, + "TN": 2098934, + "TP": 979, + "n_pred": 1184, + "n_ref": 3645 + }, + "6": { + "Dice": 0.9745660157339614, + "FN": 5249, + "FP": 6878, + "IoU": 0.9503937168919886, + "TN": 1858319, + "TP": 232338, + "n_pred": 239216, + "n_ref": 237587 + }, + "7": { + "Dice": 0.9432261440395776, + "FN": 2413, + "FP": 2361, + "IoU": 0.892552497130382, + "TN": 2058353, + "TP": 39657, + "n_pred": 42018, + "n_ref": 42070 + }, + "8": { + "Dice": 0.8327838849325997, + "FN": 13122, + "FP": 1131, + "IoU": 0.7134787415820686, + "TN": 2053039, + "TP": 35492, + "n_pred": 36623, + "n_ref": 48614 + }, + "9": { + "Dice": 0.7412814902310091, + "FN": 6692, + "FP": 6669, + "IoU": 0.5889176050704572, + "TN": 2070282, + "TP": 19141, + "n_pred": 25810, + "n_ref": 25833 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0180.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0180.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 106, + "IoU": 0.0, + "TN": 2453142, + "TP": 0, + "n_pred": 106, + "n_ref": 0 + }, + "10": { + "Dice": 0.7692307692307693, + "FN": 13, + "FP": 2, + "IoU": 0.625, + "TN": 2453208, + "TP": 25, + "n_pred": 27, + "n_ref": 38 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8759570300908066, + "FN": 214, + "FP": 3966, + "IoU": 0.7792914092613127, + "TN": 2434309, + "TP": 14759, + "n_pred": 18725, + "n_ref": 14973 + }, + "15": { + "Dice": 0.8113348247576435, + "FN": 144, + "FP": 109, + "IoU": 0.6825595984943539, + "TN": 2452451, + "TP": 544, + "n_pred": 653, + "n_ref": 688 + }, + "2": { + "Dice": 0.9121815994560385, + "FN": 13647, + "FP": 1464, + "IoU": 0.8385421675161073, + "TN": 2359657, + "TP": 78480, + "n_pred": 79944, + "n_ref": 92127 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 11135, + "IoU": 0.0, + "TN": 2442113, + "TP": 0, + "n_pred": 11135, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9604738883281092, + "FN": 745, + "FP": 2231, + "IoU": 0.9239535953390914, + "TN": 2414114, + "TP": 36158, + "n_pred": 38389, + "n_ref": 36903 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.843546730571722, + "FN": 1682, + "FP": 7915, + "IoU": 0.7294256956779159, + "TN": 2417779, + "TP": 25872, + "n_pred": 33787, + "n_ref": 27554 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0188.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0188.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 6470, + "IoU": 0.0, + "TN": 2446778, + "TP": 0, + "n_pred": 6470, + "n_ref": 0 + }, + "10": { + "Dice": 0.8998637160101239, + "FN": 2046, + "FP": 1040, + "IoU": 0.8179565832940066, + "TN": 2436296, + "TP": 13866, + "n_pred": 14906, + "n_ref": 15912 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5455373406193078, + "FN": 846, + "FP": 152, + "IoU": 0.37507827175954916, + "TN": 2451651, + "TP": 599, + "n_pred": 751, + "n_ref": 1445 + }, + "13": { + "Dice": 0.8523566654941963, + "FN": 1457, + "FP": 1901, + "IoU": 0.7427017086813271, + "TN": 2440197, + "TP": 9693, + "n_pred": 11594, + "n_ref": 11150 + }, + "14": { + "Dice": 0.8483250819777535, + "FN": 688, + "FP": 4030, + "IoU": 0.7366011612326931, + "TN": 2435336, + "TP": 13194, + "n_pred": 17224, + "n_ref": 13882 + }, + "15": { + "Dice": 0.7710389113081387, + "FN": 2618, + "FP": 12928, + "IoU": 0.6273908249844207, + "TN": 2411526, + "TP": 26176, + "n_pred": 39104, + "n_ref": 28794 + }, + "2": { + "Dice": 0.920960290075443, + "FN": 9991, + "FP": 821, + "IoU": 0.8534999051516219, + "TN": 2379446, + "TP": 62990, + "n_pred": 63811, + "n_ref": 72981 + }, + "3": { + "Dice": 0.847298951338119, + "FN": 1084, + "FP": 8148, + "IoU": 0.7350552446549002, + "TN": 2418403, + "TP": 25613, + "n_pred": 33761, + "n_ref": 26697 + }, + "4": { + "Dice": 0.0, + "FN": 6409, + "FP": 3879, + "IoU": 0.0, + "TN": 2442960, + "TP": 0, + "n_pred": 3879, + "n_ref": 6409 + }, + "5": { + "Dice": 0.2661921708185053, + "FN": 4596, + "FP": 1590, + "IoU": 0.1535303776683087, + "TN": 2445940, + "TP": 1122, + "n_pred": 2712, + "n_ref": 5718 + }, + "6": { + "Dice": 0.7840708003078274, + "FN": 196945, + "FP": 1709, + "IoU": 0.6448326107361552, + "TN": 1893923, + "TP": 360671, + "n_pred": 362380, + "n_ref": 557616 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 149179, + "IoU": 0.0, + "TN": 2304069, + "TP": 0, + "n_pred": 149179, + "n_ref": 0 + }, + "8": { + "Dice": 0.80578159171394, + "FN": 4742, + "FP": 12753, + "IoU": 0.6747355308903639, + "TN": 2399461, + "TP": 36292, + "n_pred": 49045, + "n_ref": 41034 + }, + "9": { + "Dice": 0.7500919793966152, + "FN": 8307, + "FP": 2561, + "IoU": 0.6001177422915593, + "TN": 2426070, + "TP": 16310, + "n_pred": 18871, + "n_ref": 24617 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0197.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0197.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9684509297332703, + "FN": 2848, + "FP": 3221, + "IoU": 0.9388316636094257, + "TN": 2003566, + "TP": 93149, + "n_pred": 96370, + "n_ref": 95997 + }, + "10": { + "Dice": 0.416268218215335, + "FN": 7025, + "FP": 3108, + "IoU": 0.26284009893787286, + "TN": 2089038, + "TP": 3613, + "n_pred": 6721, + "n_ref": 10638 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 1885, + "IoU": 0.0, + "TN": 2100899, + "TP": 0, + "n_pred": 1885, + "n_ref": 0 + }, + "12": { + "Dice": 0.01278600269179004, + "FN": 1083, + "FP": 1851, + "IoU": 0.006434134778191669, + "TN": 2099831, + "TP": 19, + "n_pred": 1870, + "n_ref": 1102 + }, + "13": { + "Dice": 0.5499009647945818, + "FN": 19163, + "FP": 9015, + "IoU": 0.379216144169549, + "TN": 2057393, + "TP": 17213, + "n_pred": 26228, + "n_ref": 36376 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1655, + "IoU": 0.0, + "TN": 2101129, + "TP": 0, + "n_pred": 1655, + "n_ref": 0 + }, + "15": { + "Dice": 0.7730762068323367, + "FN": 10941, + "FP": 26, + "IoU": 0.6300930922827847, + "TN": 2073136, + "TP": 18681, + "n_pred": 18707, + "n_ref": 29622 + }, + "2": { + "Dice": 0.6983924070478419, + "FN": 638, + "FP": 24371, + "IoU": 0.5365614113112446, + "TN": 2048820, + "TP": 28955, + "n_pred": 53326, + "n_ref": 29593 + }, + "3": { + "Dice": 0.18536585365853658, + "FN": 41, + "FP": 126, + "IoU": 0.10215053763440861, + "TN": 2102598, + "TP": 19, + "n_pred": 145, + "n_ref": 60 + }, + "4": { + "Dice": 0.04832332698784595, + "FN": 2438, + "FP": 4061, + "IoU": 0.024759903961584635, + "TN": 2096120, + "TP": 165, + "n_pred": 4226, + "n_ref": 2603 + }, + "5": { + "Dice": 0.6761786600496278, + "FN": 500, + "FP": 544, + "IoU": 0.5107778819119025, + "TN": 2100650, + "TP": 1090, + "n_pred": 1634, + "n_ref": 1590 + }, + "6": { + "Dice": 0.810477560103747, + "FN": 4878, + "FP": 54821, + "IoU": 0.68134701197771, + "TN": 1915436, + "TP": 127649, + "n_pred": 182470, + "n_ref": 132527 + }, + "7": { + "Dice": 0.8242691465252017, + "FN": 106814, + "FP": 4224, + "IoU": 0.7010695892594178, + "TN": 1731333, + "TP": 260413, + "n_pred": 264637, + "n_ref": 367227 + }, + "8": { + "Dice": 0.9148202480519728, + "FN": 780, + "FP": 3691, + "IoU": 0.8430126404494382, + "TN": 2074304, + "TP": 24009, + "n_pred": 27700, + "n_ref": 24789 + }, + "9": { + "Dice": 0.8115455613357946, + "FN": 817, + "FP": 1429, + "IoU": 0.6828579497317142, + "TN": 2095702, + "TP": 4836, + "n_pred": 6265, + "n_ref": 5653 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0212.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0212.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9197691940166857, + "FN": 632, + "FP": 1551, + "IoU": 0.851456178551987, + "TN": 1036696, + "TP": 12513, + "n_pred": 14064, + "n_ref": 13145 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6728908504498388, + "FN": 771, + "FP": 1156, + "IoU": 0.507035047326682, + "TN": 1047483, + "TP": 1982, + "n_pred": 3138, + "n_ref": 2753 + }, + "13": { + "Dice": 0.0, + "FN": 266, + "FP": 0, + "IoU": 0.0, + "TN": 1051126, + "TP": 0, + "n_pred": 0, + "n_ref": 266 + }, + "14": { + "Dice": 0.19296601699150426, + "FN": 9230, + "FP": 42446, + "IoU": 0.1067860476371556, + "TN": 993538, + "TP": 6178, + "n_pred": 48624, + "n_ref": 15408 + }, + "15": { + "Dice": 0.5516800372049762, + "FN": 15413, + "FP": 11, + "IoU": 0.3809103315404993, + "TN": 1026478, + "TP": 9490, + "n_pred": 9501, + "n_ref": 24903 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9334290130271583, + "FN": 202, + "FP": 1004, + "IoU": 0.8751682020494773, + "TN": 1041731, + "TP": 8455, + "n_pred": 9459, + "n_ref": 8657 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7505980861244019, + "FN": 749, + "FP": 85, + "IoU": 0.6007659167065582, + "TN": 1049303, + "TP": 1255, + "n_pred": 1340, + "n_ref": 2004 + }, + "7": { + "Dice": 0.9717383022200672, + "FN": 455, + "FP": 1177, + "IoU": 0.9450301458452626, + "TN": 1021703, + "TP": 28057, + "n_pred": 29234, + "n_ref": 28512 + }, + "8": { + "Dice": 0.9560079932810102, + "FN": 461, + "FP": 1058, + "IoU": 0.9157234798047048, + "TN": 1033368, + "TP": 16505, + "n_pred": 17563, + "n_ref": 16966 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0230.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0230.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9786214468708064, + "FN": 1654, + "FP": 2727, + "IoU": 0.9581378460244809, + "TN": 1998131, + "TP": 100272, + "n_pred": 102999, + "n_ref": 101926 + }, + "10": { + "Dice": 0.8886949148315335, + "FN": 1217, + "FP": 3246, + "IoU": 0.7996858168761221, + "TN": 2080504, + "TP": 17817, + "n_pred": 21063, + "n_ref": 19034 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 59, + "IoU": 0.0, + "TN": 2102725, + "TP": 0, + "n_pred": 59, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 275, + "IoU": 0.0, + "TN": 2102509, + "TP": 0, + "n_pred": 275, + "n_ref": 0 + }, + "13": { + "Dice": 0.42013492475350284, + "FN": 1980, + "FP": 9194, + "IoU": 0.2659308895020365, + "TN": 2087562, + "TP": 4048, + "n_pred": 13242, + "n_ref": 6028 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1282, + "IoU": 0.0, + "TN": 2101502, + "TP": 0, + "n_pred": 1282, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 2727, + "FP": 0, + "IoU": 0.0, + "TN": 2100057, + "TP": 0, + "n_pred": 0, + "n_ref": 2727 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 2102780, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "3": { + "Dice": 0.8910948798746835, + "FN": 1885, + "FP": 4094, + "IoU": 0.803580814717477, + "TN": 2072344, + "TP": 24461, + "n_pred": 28555, + "n_ref": 26346 + }, + "4": { + "Dice": 0.9449855947317877, + "FN": 198, + "FP": 604, + "IoU": 0.8957087126137842, + "TN": 2095094, + "TP": 6888, + "n_pred": 7492, + "n_ref": 7086 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.949755481937214, + "FN": 3970, + "FP": 1126, + "IoU": 0.9043184378520466, + "TN": 2049524, + "TP": 48164, + "n_pred": 49290, + "n_ref": 52134 + }, + "7": { + "Dice": 0.7328863866950485, + "FN": 26828, + "FP": 26, + "IoU": 0.5783904292398028, + "TN": 2039090, + "TP": 36840, + "n_pred": 36866, + "n_ref": 63668 + }, + "8": { + "Dice": 0.9197927659982731, + "FN": 205, + "FP": 1467, + "IoU": 0.8514965805133671, + "TN": 2091525, + "TP": 9587, + "n_pred": 11054, + "n_ref": 9792 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 1858, + "IoU": 0.0, + "TN": 2100926, + "TP": 0, + "n_pred": 1858, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0259.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0259.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9484471070471385, + "FN": 170, + "FP": 157, + "IoU": 0.9019490254872564, + "TN": 1748985, + "TP": 3008, + "n_pred": 3165, + "n_ref": 3178 + }, + "10": { + "Dice": 0.7347733105218135, + "FN": 8095, + "FP": 4307, + "IoU": 0.5807443967411514, + "TN": 1722739, + "TP": 17179, + "n_pred": 21486, + "n_ref": 25274 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6710526315789473, + "FN": 42, + "FP": 8, + "IoU": 0.504950495049505, + "TN": 1752219, + "TP": 51, + "n_pred": 59, + "n_ref": 93 + }, + "13": { + "Dice": 0.626261336058245, + "FN": 18606, + "FP": 4802, + "IoU": 0.4558809855880986, + "TN": 1709300, + "TP": 19612, + "n_pred": 24414, + "n_ref": 38218 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9387978891097252, + "FN": 307, + "FP": 2372, + "IoU": 0.8846551278739344, + "TN": 1729094, + "TP": 20547, + "n_pred": 22919, + "n_ref": 20854 + }, + "3": { + "Dice": 0.9321739130434783, + "FN": 53, + "FP": 25, + "IoU": 0.8729641693811075, + "TN": 1751706, + "TP": 536, + "n_pred": 561, + "n_ref": 589 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2082, + "IoU": 0.0, + "TN": 1750238, + "TP": 0, + "n_pred": 2082, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.970799773670159, + "FN": 10329, + "FP": 3966, + "IoU": 0.94325647122335, + "TN": 1500397, + "TP": 237628, + "n_pred": 241594, + "n_ref": 247957 + }, + "7": { + "Dice": 0.6664566929133858, + "FN": 513, + "FP": 546, + "IoU": 0.4997638167217761, + "TN": 1750203, + "TP": 1058, + "n_pred": 1604, + "n_ref": 1571 + }, + "8": { + "Dice": 0.893919284274689, + "FN": 2078, + "FP": 2238, + "IoU": 0.8081863028309852, + "TN": 1729819, + "TP": 18185, + "n_pred": 20423, + "n_ref": 20263 + }, + "9": { + "Dice": 0.839095889416972, + "FN": 1108, + "FP": 3327, + "IoU": 0.7227951746984187, + "TN": 1736321, + "TP": 11564, + "n_pred": 14891, + "n_ref": 12672 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0279.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0279.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9729853766401736, + "FN": 235, + "FP": 2355, + "IoU": 0.947391940201495, + "TN": 1527856, + "TP": 46642, + "n_pred": 48997, + "n_ref": 46877 + }, + "10": { + "Dice": 0.89707004425454, + "FN": 1872, + "FP": 826, + "IoU": 0.8133517813905223, + "TN": 1562633, + "TP": 11757, + "n_pred": 12583, + "n_ref": 13629 + }, + "11": { + "Dice": 0.7723785166240409, + "FN": 61, + "FP": 28, + "IoU": 0.6291666666666667, + "TN": 1576848, + "TP": 151, + "n_pred": 179, + "n_ref": 212 + }, + "12": { + "Dice": 0.6365914786967418, + "FN": 51, + "FP": 239, + "IoU": 0.46691176470588236, + "TN": 1576544, + "TP": 254, + "n_pred": 493, + "n_ref": 305 + }, + "13": { + "Dice": 0.7114033910437078, + "FN": 2447, + "FP": 4004, + "IoU": 0.5520761005415914, + "TN": 1562686, + "TP": 7951, + "n_pred": 11955, + "n_ref": 10398 + }, + "14": { + "Dice": 0.7990204141308916, + "FN": 4899, + "FP": 6098, + "IoU": 0.6653072404662629, + "TN": 1544231, + "TP": 21860, + "n_pred": 27958, + "n_ref": 26759 + }, + "15": { + "Dice": 0.676667210174466, + "FN": 15623, + "FP": 241, + "IoU": 0.5113356333169049, + "TN": 1544624, + "TP": 16600, + "n_pred": 16841, + "n_ref": 32223 + }, + "2": { + "Dice": 0.9781647846580814, + "FN": 925, + "FP": 562, + "IoU": 0.9572627464505374, + "TN": 1542294, + "TP": 33307, + "n_pred": 33869, + "n_ref": 34232 + }, + "3": { + "Dice": 0.7009626955475331, + "FN": 383, + "FP": 611, + "IoU": 0.539601667438629, + "TN": 1574929, + "TP": 1165, + "n_pred": 1776, + "n_ref": 1548 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7969909315746084, + "FN": 1608, + "FP": 362, + "IoU": 0.6624978584889498, + "TN": 1571251, + "TP": 3867, + "n_pred": 4229, + "n_ref": 5475 + }, + "6": { + "Dice": 0.9528998653227642, + "FN": 6413, + "FP": 1246, + "IoU": 0.9100370000587302, + "TN": 1491953, + "TP": 77476, + "n_pred": 78722, + "n_ref": 83889 + }, + "7": { + "Dice": 0.9043022285782386, + "FN": 22, + "FP": 781, + "IoU": 0.8253208614313683, + "TN": 1572491, + "TP": 3794, + "n_pred": 4575, + "n_ref": 3816 + }, + "8": { + "Dice": 0.9541800234060958, + "FN": 1023, + "FP": 2579, + "IoU": 0.9123750212859124, + "TN": 1535981, + "TP": 37505, + "n_pred": 40084, + "n_ref": 38528 + }, + "9": { + "Dice": 0.9431138080790052, + "FN": 950, + "FP": 3831, + "IoU": 0.8923513385720397, + "TN": 1532675, + "TP": 39632, + "n_pred": 43463, + "n_ref": 40582 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0302.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0302.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9625025896001658, + "FN": 224, + "FP": 319, + "IoU": 0.9277156549520766, + "TN": 2270504, + "TP": 6969, + "n_pred": 7288, + "n_ref": 7193 + }, + "10": { + "Dice": 0.8778598169717138, + "FN": 2864, + "FP": 6532, + "IoU": 0.78230851211714, + "TN": 2234854, + "TP": 33766, + "n_pred": 40298, + "n_ref": 36630 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7326471364476115, + "FN": 638, + "FP": 375, + "IoU": 0.5780924614743856, + "TN": 2275615, + "TP": 1388, + "n_pred": 1763, + "n_ref": 2026 + }, + "13": { + "Dice": 0.8388175009854159, + "FN": 9621, + "FP": 602, + "IoU": 0.7223821420812514, + "TN": 2241192, + "TP": 26601, + "n_pred": 27203, + "n_ref": 36222 + }, + "14": { + "Dice": 0.958658150778965, + "FN": 1342, + "FP": 2121, + "IoU": 0.920598890264594, + "TN": 2234402, + "TP": 40151, + "n_pred": 42272, + "n_ref": 41493 + }, + "15": { + "Dice": 0.8893880208333333, + "FN": 1174, + "FP": 5622, + "IoU": 0.8008089571487191, + "TN": 2243898, + "TP": 27322, + "n_pred": 32944, + "n_ref": 28496 + }, + "2": { + "Dice": 0.20977431401201493, + "FN": 243, + "FP": 4624, + "IoU": 0.11717758026482859, + "TN": 2272503, + "TP": 646, + "n_pred": 5270, + "n_ref": 889 + }, + "3": { + "Dice": 0.77347275729224, + "FN": 3718, + "FP": 398, + "IoU": 0.6306201202548686, + "TN": 2266873, + "TP": 7027, + "n_pred": 7425, + "n_ref": 10745 + }, + "4": { + "Dice": 0.5332795482049213, + "FN": 399, + "FP": 758, + "IoU": 0.3635863586358636, + "TN": 2276198, + "TP": 661, + "n_pred": 1419, + "n_ref": 1060 + }, + "5": { + "Dice": 0.6296992481203008, + "FN": 602, + "FP": 186, + "IoU": 0.45953360768175583, + "TN": 2276558, + "TP": 670, + "n_pred": 856, + "n_ref": 1272 + }, + "6": { + "Dice": 0.9811585004862481, + "FN": 2995, + "FP": 8494, + "IoU": 0.9630138750281686, + "TN": 1967386, + "TP": 299141, + "n_pred": 307635, + "n_ref": 302136 + }, + "7": { + "Dice": 0.9497463928694538, + "FN": 5418, + "FP": 2746, + "IoU": 0.9043019575665221, + "TN": 2192706, + "TP": 77146, + "n_pred": 79892, + "n_ref": 82564 + }, + "8": { + "Dice": 0.8611174292394894, + "FN": 8822, + "FP": 6443, + "IoU": 0.7561073032002429, + "TN": 2215427, + "TP": 47324, + "n_pred": 53767, + "n_ref": 56146 + }, + "9": { + "Dice": 0.8237132532473874, + "FN": 1751, + "FP": 54, + "IoU": 0.7002656924609765, + "TN": 2271994, + "TP": 4217, + "n_pred": 4271, + "n_ref": 5968 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0320.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0320.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7128758531636229, + "FN": 37181, + "FP": 175, + "IoU": 0.5538516660695091, + "TN": 1142894, + "TP": 46374, + "n_pred": 46549, + "n_ref": 83555 + }, + "10": { + "Dice": 0.2930720947967384, + "FN": 6227, + "FP": 5824, + "IoU": 0.17169564918551103, + "TN": 1212075, + "TP": 2498, + "n_pred": 8322, + "n_ref": 8725 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 210, + "IoU": 0.0, + "TN": 1226414, + "TP": 0, + "n_pred": 210, + "n_ref": 0 + }, + "12": { + "Dice": 0.5875135330205702, + "FN": 892, + "FP": 1394, + "IoU": 0.4159427695452223, + "TN": 1222710, + "TP": 1628, + "n_pred": 3022, + "n_ref": 2520 + }, + "13": { + "Dice": 0.42597825566358544, + "FN": 4512, + "FP": 7473, + "IoU": 0.2706304771178189, + "TN": 1210192, + "TP": 4447, + "n_pred": 11920, + "n_ref": 8959 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 980, + "IoU": 0.0, + "TN": 1225644, + "TP": 0, + "n_pred": 980, + "n_ref": 0 + }, + "3": { + "Dice": 0.963059365301832, + "FN": 2300, + "FP": 1390, + "IoU": 0.9287507240780073, + "TN": 1174834, + "TP": 48100, + "n_pred": 49490, + "n_ref": 50400 + }, + "4": { + "Dice": 0.0, + "FN": 40, + "FP": 0, + "IoU": 0.0, + "TN": 1226584, + "TP": 0, + "n_pred": 0, + "n_ref": 40 + }, + "5": { + "Dice": 0.0, + "FN": 194, + "FP": 0, + "IoU": 0.0, + "TN": 1226430, + "TP": 0, + "n_pred": 0, + "n_ref": 194 + }, + "6": { + "Dice": 0.8922431586101648, + "FN": 34837, + "FP": 16849, + "IoU": 0.8054503707607182, + "TN": 960954, + "TP": 213984, + "n_pred": 230833, + "n_ref": 248821 + }, + "7": { + "Dice": 0.2884404173531027, + "FN": 5724, + "FP": 25374, + "IoU": 0.16852490575118312, + "TN": 1189223, + "TP": 6303, + "n_pred": 31677, + "n_ref": 12027 + }, + "8": { + "Dice": 0.9198334078448904, + "FN": 6195, + "FP": 619, + "IoU": 0.8515662440639568, + "TN": 1180718, + "TP": 39092, + "n_pred": 39711, + "n_ref": 45287 + }, + "9": { + "Dice": 0.5376344086021505, + "FN": 6356, + "FP": 3663, + "IoU": 0.36764705882352944, + "TN": 1210780, + "TP": 5825, + "n_pred": 9488, + "n_ref": 12181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0330.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0330.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9789694405498964, + "FN": 1087, + "FP": 2303, + "IoU": 0.9588052301560297, + "TN": 2370956, + "TP": 78902, + "n_pred": 81205, + "n_ref": 79989 + }, + "10": { + "Dice": 0.9058251670089158, + "FN": 1354, + "FP": 2269, + "IoU": 0.8278614529386611, + "TN": 2432201, + "TP": 17424, + "n_pred": 19693, + "n_ref": 18778 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.635873388042204, + "FN": 1131, + "FP": 1975, + "IoU": 0.4661395668614644, + "TN": 2447430, + "TP": 2712, + "n_pred": 4687, + "n_ref": 3843 + }, + "14": { + "Dice": 0.7090121058137797, + "FN": 1285, + "FP": 662, + "IoU": 0.5492012039824034, + "TN": 2448929, + "TP": 2372, + "n_pred": 3034, + "n_ref": 3657 + }, + "15": { + "Dice": 0.716789605467957, + "FN": 31652, + "FP": 1828, + "IoU": 0.5585908659424111, + "TN": 2377400, + "TP": 42368, + "n_pred": 44196, + "n_ref": 74020 + }, + "2": { + "Dice": 0.9627329192546584, + "FN": 203, + "FP": 73, + "IoU": 0.9281437125748503, + "TN": 2449407, + "TP": 3565, + "n_pred": 3638, + "n_ref": 3768 + }, + "3": { + "Dice": 0.9546730674439039, + "FN": 1471, + "FP": 644, + "IoU": 0.9132770214859767, + "TN": 2428860, + "TP": 22273, + "n_pred": 22917, + "n_ref": 23744 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 20, + "IoU": 0.0, + "TN": 2453228, + "TP": 0, + "n_pred": 20, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8287474332648871, + "FN": 113, + "FP": 304, + "IoU": 0.7075736325385694, + "TN": 2451822, + "TP": 1009, + "n_pred": 1313, + "n_ref": 1122 + }, + "7": { + "Dice": 0.9102856001597763, + "FN": 2265, + "FP": 6719, + "IoU": 0.8353432792053077, + "TN": 2398686, + "TP": 45578, + "n_pred": 52297, + "n_ref": 47843 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0374.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0374.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9372262773722628, + "FN": 8, + "FP": 35, + "IoU": 0.8818681318681318, + "TN": 3329044, + "TP": 321, + "n_pred": 356, + "n_ref": 329 + }, + "10": { + "Dice": 0.857955622985018, + "FN": 2368, + "FP": 3624, + "IoU": 0.751245433410827, + "TN": 3305320, + "TP": 18096, + "n_pred": 21720, + "n_ref": 20464 + }, + "11": { + "Dice": 0.34860695371862765, + "FN": 2363, + "FP": 466, + "IoU": 0.21109871723368656, + "TN": 3325822, + "TP": 757, + "n_pred": 1223, + "n_ref": 3120 + }, + "12": { + "Dice": 0.24276587748966555, + "FN": 2746, + "FP": 1284, + "IoU": 0.13815226689478186, + "TN": 3324732, + "TP": 646, + "n_pred": 1930, + "n_ref": 3392 + }, + "13": { + "Dice": 0.7838272455777625, + "FN": 386, + "FP": 1496, + "IoU": 0.6445032111824707, + "TN": 3324114, + "TP": 3412, + "n_pred": 4908, + "n_ref": 3798 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 19287, + "IoU": 0.0, + "TN": 3310121, + "TP": 0, + "n_pred": 19287, + "n_ref": 0 + }, + "2": { + "Dice": 0.9734310242747187, + "FN": 1337, + "FP": 817, + "IoU": 0.9482373296806287, + "TN": 3287795, + "TP": 39459, + "n_pred": 40276, + "n_ref": 40796 + }, + "3": { + "Dice": 0.9677359124687255, + "FN": 572, + "FP": 1156, + "IoU": 0.9374886951488622, + "TN": 3301765, + "TP": 25915, + "n_pred": 27071, + "n_ref": 26487 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9779000846740051, + "FN": 3003, + "FP": 7437, + "IoU": 0.9567558611548339, + "TN": 3087988, + "TP": 230980, + "n_pred": 238417, + "n_ref": 233983 + }, + "7": { + "Dice": 0.9546254873425681, + "FN": 6765, + "FP": 3337, + "IoU": 0.9131899389012538, + "TN": 3213039, + "TP": 106267, + "n_pred": 109604, + "n_ref": 113032 + }, + "8": { + "Dice": 0.7474402730375427, + "FN": 135, + "FP": 13, + "IoU": 0.5967302452316077, + "TN": 3329041, + "TP": 219, + "n_pred": 232, + "n_ref": 354 + }, + "9": { + "Dice": 0.9549983812367351, + "FN": 960, + "FP": 291, + "IoU": 0.9138726333907057, + "TN": 3314883, + "TP": 13274, + "n_pred": 13565, + "n_ref": 14234 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0391.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0391.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 18502, + "IoU": 0.0, + "TN": 2785210, + "TP": 0, + "n_pred": 18502, + "n_ref": 0 + }, + "10": { + "Dice": 0.8179147406266051, + "FN": 12972, + "FP": 4754, + "IoU": 0.691925336299489, + "TN": 2746174, + "TP": 39812, + "n_pred": 44566, + "n_ref": 52784 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.4801178203240059, + "FN": 838, + "FP": 221, + "IoU": 0.31589147286821706, + "TN": 2802164, + "TP": 489, + "n_pred": 710, + "n_ref": 1327 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1847, + "IoU": 0.0, + "TN": 2801865, + "TP": 0, + "n_pred": 1847, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 3537, + "FP": 0, + "IoU": 0.0, + "TN": 2800175, + "TP": 0, + "n_pred": 0, + "n_ref": 3537 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 175, + "IoU": 0.0, + "TN": 2803537, + "TP": 0, + "n_pred": 175, + "n_ref": 0 + }, + "3": { + "Dice": 0.9392197497995673, + "FN": 15706, + "FP": 366, + "IoU": 0.8854046345811052, + "TN": 2663462, + "TP": 124178, + "n_pred": 124544, + "n_ref": 139884 + }, + "4": { + "Dice": 0.7221209145742741, + "FN": 1510, + "FP": 471, + "IoU": 0.565093304061471, + "TN": 2799157, + "TP": 2574, + "n_pred": 3045, + "n_ref": 4084 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 209, + "IoU": 0.0, + "TN": 2803503, + "TP": 0, + "n_pred": 209, + "n_ref": 0 + }, + "6": { + "Dice": 0.9702367821787219, + "FN": 5007, + "FP": 12533, + "IoU": 0.9421940552814662, + "TN": 2500283, + "TP": 285889, + "n_pred": 298422, + "n_ref": 290896 + }, + "7": { + "Dice": 0.8827404937242369, + "FN": 10133, + "FP": 10121, + "IoU": 0.7900944129504306, + "TN": 2707221, + "TP": 76237, + "n_pred": 86358, + "n_ref": 86370 + }, + "8": { + "Dice": 0.8845921450151057, + "FN": 190, + "FP": 1, + "IoU": 0.7930660888407367, + "TN": 2802789, + "TP": 732, + "n_pred": 733, + "n_ref": 922 + }, + "9": { + "Dice": 0.8314115790751305, + "FN": 6162, + "FP": 783, + "IoU": 0.7114665558786871, + "TN": 2779642, + "TP": 17125, + "n_pred": 17908, + "n_ref": 23287 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0410.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0410.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": 0.6204074576036048, + "FN": 4132.348888888889, + "FP": 4829.422222222222, + "IoU": 0.5347052961140852, + "TN": 2453525.9755555554, + "TP": 19965.586666666662, + "n_pred": 24795.00888888889, + "n_ref": 24097.935555555563 + }, + "mean": { + "1": { + "Dice": 0.7207227435985737, + "FN": 9699.2, + "FP": 1908.3, + "IoU": 0.6594537720520889, + "TN": 2446874.2, + "TP": 23971.633333333335, + "n_pred": 25879.933333333334, + "n_ref": 33670.833333333336 + }, + "10": { + "Dice": 0.5553247783445701, + "FN": 3585.866666666667, + "FP": 1971.8, + "IoU": 0.46016960970074694, + "TN": 2468550.6333333333, + "TP": 8345.033333333333, + "n_pred": 10316.833333333334, + "n_ref": 11930.9 + }, + "11": { + "Dice": 0.43854431098185087, + "FN": 165.83333333333334, + "FP": 103.66666666666667, + "IoU": 0.3365140260437672, + "TN": 2481913.2333333334, + "TP": 270.6, + "n_pred": 374.26666666666665, + "n_ref": 436.43333333333334 + }, + "12": { + "Dice": 0.401461996843259, + "FN": 216.3, + "FP": 218.56666666666666, + "IoU": 0.30722263758702845, + "TN": 2481545.8666666667, + "TP": 472.6, + "n_pred": 691.1666666666666, + "n_ref": 688.9 + }, + "13": { + "Dice": 0.5545415908942266, + "FN": 3211.5333333333333, + "FP": 2894.8333333333335, + "IoU": 0.431066656641393, + "TN": 2469677.933333333, + "TP": 6669.033333333334, + "n_pred": 9563.866666666667, + "n_ref": 9880.566666666668 + }, + "14": { + "Dice": 0.6057864049473586, + "FN": 11456.2, + "FP": 10015.066666666668, + "IoU": 0.5124138266641655, + "TN": 2447189.1333333333, + "TP": 13792.933333333332, + "n_pred": 23808.0, + "n_ref": 25249.133333333335 + }, + "15": { + "Dice": 0.42010773890099334, + "FN": 1889.8, + "FP": 6182.766666666666, + "IoU": 0.33493926574855487, + "TN": 2471047.4, + "TP": 3333.366666666667, + "n_pred": 9516.133333333333, + "n_ref": 5223.166666666667 + }, + "2": { + "Dice": 0.7847074344459508, + "FN": 2278.766666666667, + "FP": 1292.9333333333334, + "IoU": 0.7176882135947892, + "TN": 2459556.533333333, + "TP": 19325.1, + "n_pred": 20618.033333333333, + "n_ref": 21603.866666666665 + }, + "3": { + "Dice": 0.8169953077097761, + "FN": 1731.5333333333333, + "FP": 1726.0, + "IoU": 0.7675319766988155, + "TN": 2449574.7666666666, + "TP": 29421.033333333333, + "n_pred": 31147.033333333333, + "n_ref": 31152.566666666666 + }, + "4": { + "Dice": 0.46388429632307454, + "FN": 1510.6, + "FP": 1046.8, + "IoU": 0.4006967185592137, + "TN": 2476682.033333333, + "TP": 3213.9, + "n_pred": 4260.7, + "n_ref": 4724.5 + }, + "5": { + "Dice": 0.5172973345795416, + "FN": 1067.5333333333333, + "FP": 444.3, + "IoU": 0.40370976281156723, + "TN": 2479490.933333333, + "TP": 1450.5666666666666, + "n_pred": 1894.8666666666666, + "n_ref": 2518.1 + }, + "6": { + "Dice": 0.8557226839905204, + "FN": 12225.6, + "FP": 31986.466666666667, + "IoU": 0.7923205972658658, + "TN": 2318367.5, + "TP": 119873.76666666666, + "n_pred": 151860.23333333334, + "n_ref": 132099.36666666667 + }, + "7": { + "Dice": 0.6452586513244463, + "FN": 10108.733333333334, + "FP": 10204.533333333333, + "IoU": 0.5513321421173932, + "TN": 2416304.6333333333, + "TP": 45835.433333333334, + "n_pred": 56039.96666666667, + "n_ref": 55944.166666666664 + }, + "8": { + "Dice": 0.7608775082832833, + "FN": 928.6666666666666, + "FP": 1036.0, + "IoU": 0.7037869570048467, + "TN": 2467004.566666667, + "TP": 13484.1, + "n_pred": 14520.1, + "n_ref": 14412.766666666666 + }, + "9": { + "Dice": 0.7648790828866455, + "FN": 1909.0666666666666, + "FP": 1409.3, + "IoU": 0.6417332792210417, + "TN": 2469110.2666666666, + "TP": 10024.7, + "n_pred": 11434.0, + "n_ref": 11933.766666666666 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.24859994316187164, + "FN": 179174, + "FP": 618, + "IoU": 0.1419435509272958, + "TN": 3996034, + "TP": 29742, + "n_pred": 30360, + "n_ref": 208916 + }, + "10": { + "Dice": 0.04292610928323237, + "FN": 30085, + "FP": 1040, + "IoU": 0.021933821449894732, + "TN": 4173745, + "TP": 698, + "n_pred": 1738, + "n_ref": 30783 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4205568, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 50, + "IoU": 0.0, + "TN": 4205518, + "TP": 0, + "n_pred": 50, + "n_ref": 0 + }, + "13": { + "Dice": 0.5815518459307729, + "FN": 21771, + "FP": 739, + "IoU": 0.4099916124973789, + "TN": 4167416, + "TP": 15642, + "n_pred": 16381, + "n_ref": 37413 + }, + "14": { + "Dice": 0.7196394169604885, + "FN": 8976, + "FP": 45015, + "IoU": 0.5620599591187826, + "TN": 4082284, + "TP": 69293, + "n_pred": 114308, + "n_ref": 78269 + }, + "15": { + "Dice": 0.8094768015794669, + "FN": 1656, + "FP": 467, + "IoU": 0.6799336650082919, + "TN": 4198935, + "TP": 4510, + "n_pred": 4977, + "n_ref": 6166 + }, + "2": { + "Dice": 0.8603832616347282, + "FN": 796, + "FP": 4202, + "IoU": 0.7549759780370625, + "TN": 4185170, + "TP": 15400, + "n_pred": 19602, + "n_ref": 16196 + }, + "3": { + "Dice": 0.8400653747373337, + "FN": 4313, + "FP": 482, + "IoU": 0.7242351046698873, + "TN": 4188180, + "TP": 12593, + "n_pred": 13075, + "n_ref": 16906 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4205568, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6257131579891636, + "FN": 8292, + "FP": 2139, + "IoU": 0.45530026109660576, + "TN": 4186418, + "TP": 8719, + "n_pred": 10858, + "n_ref": 17011 + }, + "6": { + "Dice": 0.2703293472976487, + "FN": 5226, + "FP": 188387, + "IoU": 0.1562894918031358, + "TN": 3976090, + "TP": 35865, + "n_pred": 224252, + "n_ref": 41091 + }, + "7": { + "Dice": 0.7452390599675851, + "FN": 29747, + "FP": 10493, + "IoU": 0.5939291192379107, + "TN": 4106472, + "TP": 58856, + "n_pred": 69349, + "n_ref": 88603 + }, + "8": { + "Dice": 0.924409283092218, + "FN": 7512, + "FP": 4699, + "IoU": 0.8594433445370413, + "TN": 4118692, + "TP": 74665, + "n_pred": 79364, + "n_ref": 82177 + }, + "9": { + "Dice": 0.6913335971507717, + "FN": 846, + "FP": 5394, + "IoU": 0.5282733595403689, + "TN": 4192340, + "TP": 6988, + "n_pred": 12382, + "n_ref": 7834 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0021.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0021.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.953274019928237, + "FN": 1511, + "FP": 1992, + "IoU": 0.9107197471709655, + "TN": 1537852, + "TP": 35733, + "n_pred": 37725, + "n_ref": 37244 + }, + "10": { + "Dice": 0.7306758775205378, + "FN": 3530, + "FP": 2240, + "IoU": 0.5756416856659557, + "TN": 1563491, + "TP": 7827, + "n_pred": 10067, + "n_ref": 11357 + }, + "11": { + "Dice": 0.580441640378549, + "FN": 608, + "FP": 456, + "IoU": 0.4088888888888889, + "TN": 1575288, + "TP": 736, + "n_pred": 1192, + "n_ref": 1344 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 98, + "IoU": 0.0, + "TN": 1576990, + "TP": 0, + "n_pred": 98, + "n_ref": 0 + }, + "13": { + "Dice": 0.521348037705625, + "FN": 12845, + "FP": 2693, + "IoU": 0.35258333333333336, + "TN": 1553088, + "TP": 8462, + "n_pred": 11155, + "n_ref": 21307 + }, + "14": { + "Dice": 0.6027915779512657, + "FN": 1651, + "FP": 28, + "IoU": 0.4314256688113783, + "TN": 1574135, + "TP": 1274, + "n_pred": 1302, + "n_ref": 2925 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 3442, + "IoU": 0.0, + "TN": 1573646, + "TP": 0, + "n_pred": 3442, + "n_ref": 0 + }, + "2": { + "Dice": 0.9428961216137205, + "FN": 279, + "FP": 307, + "IoU": 0.8919616519174042, + "TN": 1571664, + "TP": 4838, + "n_pred": 5145, + "n_ref": 5117 + }, + "3": { + "Dice": 0.9499680228267822, + "FN": 1656, + "FP": 2412, + "IoU": 0.9047038980509745, + "TN": 1534400, + "TP": 38620, + "n_pred": 41032, + "n_ref": 40276 + }, + "4": { + "Dice": 0.4703004891684137, + "FN": 1506, + "FP": 10, + "IoU": 0.3074463225216994, + "TN": 1574899, + "TP": 673, + "n_pred": 683, + "n_ref": 2179 + }, + "5": { + "Dice": 0.6817800167926112, + "FN": 163, + "FP": 216, + "IoU": 0.5171974522292994, + "TN": 1576303, + "TP": 406, + "n_pred": 622, + "n_ref": 569 + }, + "6": { + "Dice": 0.9048149103397722, + "FN": 6130, + "FP": 7894, + "IoU": 0.8261753368286667, + "TN": 1496409, + "TP": 66655, + "n_pred": 74549, + "n_ref": 72785 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9083564756374652, + "FN": 833, + "FP": 256, + "IoU": 0.832099907493062, + "TN": 1570602, + "TP": 5397, + "n_pred": 5653, + "n_ref": 6230 + }, + "9": { + "Dice": 0.8986710099977475, + "FN": 7144, + "FP": 4552, + "IoU": 0.8159877912556441, + "TN": 1513527, + "TP": 51865, + "n_pred": 56417, + "n_ref": 59009 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0025.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0025.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9489389586168657, + "FN": 3076, + "FP": 6041, + "IoU": 0.9028390562056398, + "TN": 2359414, + "TP": 84717, + "n_pred": 90758, + "n_ref": 87793 + }, + "10": { + "Dice": 0.5298969072164949, + "FN": 464, + "FP": 1360, + "IoU": 0.36044880785413747, + "TN": 2450396, + "TP": 1028, + "n_pred": 2388, + "n_ref": 1492 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 69, + "IoU": 0.0, + "TN": 2453179, + "TP": 0, + "n_pred": 69, + "n_ref": 0 + }, + "12": { + "Dice": 0.49725776965265084, + "FN": 199, + "FP": 351, + "IoU": 0.3309002433090024, + "TN": 2452426, + "TP": 272, + "n_pred": 623, + "n_ref": 471 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 2310, + "IoU": 0.0, + "TN": 2450938, + "TP": 0, + "n_pred": 2310, + "n_ref": 0 + }, + "14": { + "Dice": 0.9349435547387765, + "FN": 1435, + "FP": 3521, + "IoU": 0.8778347465983041, + "TN": 2412680, + "TP": 35612, + "n_pred": 39133, + "n_ref": 37047 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 12302, + "IoU": 0.0, + "TN": 2440946, + "TP": 0, + "n_pred": 12302, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2840, + "IoU": 0.0, + "TN": 2450408, + "TP": 0, + "n_pred": 2840, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9430391215322449, + "FN": 6480, + "FP": 6094, + "IoU": 0.8922176219987829, + "TN": 2336587, + "TP": 104087, + "n_pred": 110181, + "n_ref": 110567 + }, + "7": { + "Dice": 0.8444216114393356, + "FN": 35368, + "FP": 2789, + "IoU": 0.7307350326022525, + "TN": 2311540, + "TP": 103551, + "n_pred": 106340, + "n_ref": 138919 + }, + "8": { + "Dice": 0.9114436817823788, + "FN": 308, + "FP": 1266, + "IoU": 0.8372958445317346, + "TN": 2443574, + "TP": 8100, + "n_pred": 9366, + "n_ref": 8408 + }, + "9": { + "Dice": 0.6640528270738754, + "FN": 4061, + "FP": 823, + "IoU": 0.49706518381217174, + "TN": 2443537, + "TP": 4827, + "n_pred": 5650, + "n_ref": 8888 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0049.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0049.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8174296745725317, + "FN": 14, + "FP": 317, + "IoU": 0.691231343283582, + "TN": 2802640, + "TP": 741, + "n_pred": 1058, + "n_ref": 755 + }, + "10": { + "Dice": 0.1592897581060216, + "FN": 5788, + "FP": 746, + "IoU": 0.08653711729344331, + "TN": 2796559, + "TP": 619, + "n_pred": 1365, + "n_ref": 6407 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 294, + "IoU": 0.0, + "TN": 2803418, + "TP": 0, + "n_pred": 294, + "n_ref": 0 + }, + "13": { + "Dice": 0.3499492729117349, + "FN": 5649, + "FP": 3962, + "IoU": 0.21208394818822757, + "TN": 2791514, + "TP": 2587, + "n_pred": 6549, + "n_ref": 8236 + }, + "14": { + "Dice": 0.6861160318866253, + "FN": 1742, + "FP": 3928, + "IoU": 0.5222044324597623, + "TN": 2791845, + "TP": 6197, + "n_pred": 10125, + "n_ref": 7939 + }, + "15": { + "Dice": 0.7700319166806652, + "FN": 655, + "FP": 714, + "IoU": 0.6260584539743239, + "TN": 2800051, + "TP": 2292, + "n_pred": 3006, + "n_ref": 2947 + }, + "2": { + "Dice": 0.4515619459041233, + "FN": 33771, + "FP": 253, + "IoU": 0.29162415939705605, + "TN": 2755681, + "TP": 14007, + "n_pred": 14260, + "n_ref": 47778 + }, + "3": { + "Dice": 0.9279306979666591, + "FN": 3690, + "FP": 1701, + "IoU": 0.8655510387310771, + "TN": 2763615, + "TP": 34706, + "n_pred": 36407, + "n_ref": 38396 + }, + "4": { + "Dice": 0.8223401566843568, + "FN": 359, + "FP": 344, + "IoU": 0.6982832618025752, + "TN": 2801382, + "TP": 1627, + "n_pred": 1971, + "n_ref": 1986 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 25, + "IoU": 0.0, + "TN": 2803687, + "TP": 0, + "n_pred": 25, + "n_ref": 0 + }, + "6": { + "Dice": 0.94636501802812, + "FN": 10060, + "FP": 15243, + "IoU": 0.8981905823371544, + "TN": 2555179, + "TP": 223230, + "n_pred": 238473, + "n_ref": 233290 + }, + "7": { + "Dice": 0.3061503416856492, + "FN": 3007, + "FP": 6131, + "IoU": 0.18074233458848843, + "TN": 2792558, + "TP": 2016, + "n_pred": 8147, + "n_ref": 5023 + }, + "8": { + "Dice": 0.9058863346437218, + "FN": 862, + "FP": 2753, + "IoU": 0.8279636415552277, + "TN": 2782699, + "TP": 17398, + "n_pred": 20151, + "n_ref": 18260 + }, + "9": { + "Dice": 0.8633802816901408, + "FN": 8442, + "FP": 1840, + "IoU": 0.7596034696406444, + "TN": 2760941, + "TP": 32489, + "n_pred": 34329, + "n_ref": 40931 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0058.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0058.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9267520246120436, + "FN": 133, + "FP": 1486, + "IoU": 0.8635022342129669, + "TN": 2090923, + "TP": 10242, + "n_pred": 11728, + "n_ref": 10375 + }, + "10": { + "Dice": 0.0, + "FN": 3, + "FP": 2191, + "IoU": 0.0, + "TN": 2100590, + "TP": 0, + "n_pred": 2191, + "n_ref": 3 + }, + "11": { + "Dice": 0.6906726681670418, + "FN": 577, + "FP": 660, + "IoU": 0.527501909854851, + "TN": 2100166, + "TP": 1381, + "n_pred": 2041, + "n_ref": 1958 + }, + "12": { + "Dice": 0.29017857142857145, + "FN": 98, + "FP": 538, + "IoU": 0.16971279373368145, + "TN": 2102018, + "TP": 130, + "n_pred": 668, + "n_ref": 228 + }, + "13": { + "Dice": 0.03290246768507638, + "FN": 535, + "FP": 288, + "IoU": 0.016726403823178016, + "TN": 2101947, + "TP": 14, + "n_pred": 302, + "n_ref": 549 + }, + "14": { + "Dice": 0.6369009379416677, + "FN": 1926, + "FP": 20682, + "IoU": 0.46724479215760206, + "TN": 2060348, + "TP": 19828, + "n_pred": 40510, + "n_ref": 21754 + }, + "15": { + "Dice": 0.5463853727144866, + "FN": 106, + "FP": 7957, + "IoU": 0.3758804861057357, + "TN": 2089865, + "TP": 4856, + "n_pred": 12813, + "n_ref": 4962 + }, + "2": { + "Dice": 0.9501635247859479, + "FN": 2008, + "FP": 4773, + "IoU": 0.9050585945703765, + "TN": 2031361, + "TP": 64642, + "n_pred": 69415, + "n_ref": 66650 + }, + "3": { + "Dice": 0.9577806626404018, + "FN": 1354, + "FP": 3134, + "IoU": 0.9189818575683726, + "TN": 2047389, + "TP": 50907, + "n_pred": 54041, + "n_ref": 52261 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9351676290614497, + "FN": 1530, + "FP": 4488, + "IoU": 0.8782299022682665, + "TN": 2053363, + "TP": 43403, + "n_pred": 47891, + "n_ref": 44933 + }, + "7": { + "Dice": 0.7652790329868956, + "FN": 10467, + "FP": 6155, + "IoU": 0.6197991719847206, + "TN": 2059065, + "TP": 27097, + "n_pred": 33252, + "n_ref": 37564 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 2102783, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0075.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0075.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9004040884240552, + "FN": 330, + "FP": 89, + "IoU": 0.8188499783830523, + "TN": 1925239, + "TP": 1894, + "n_pred": 1983, + "n_ref": 2224 + }, + "10": { + "Dice": 0.7856625196279744, + "FN": 6704, + "FP": 394, + "IoU": 0.6469886109315164, + "TN": 1907445, + "TP": 13009, + "n_pred": 13403, + "n_ref": 19713 + }, + "11": { + "Dice": 0.7975708502024291, + "FN": 34, + "FP": 66, + "IoU": 0.6632996632996633, + "TN": 1927255, + "TP": 197, + "n_pred": 263, + "n_ref": 231 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8210470214879236, + "FN": 441, + "FP": 6946, + "IoU": 0.6964204989109439, + "TN": 1903219, + "TP": 16946, + "n_pred": 23892, + "n_ref": 17387 + }, + "14": { + "Dice": 0.9222684822505259, + "FN": 8487, + "FP": 344, + "IoU": 0.855749754982032, + "TN": 1866332, + "TP": 52389, + "n_pred": 52733, + "n_ref": 60876 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8872233489110307, + "FN": 247, + "FP": 1032, + "IoU": 0.7973058637083994, + "TN": 1921242, + "TP": 5031, + "n_pred": 6063, + "n_ref": 5278 + }, + "3": { + "Dice": 0.9520115618593084, + "FN": 3470, + "FP": 3669, + "IoU": 0.9084180008210181, + "TN": 1849600, + "TP": 70813, + "n_pred": 74482, + "n_ref": 74283 + }, + "4": { + "Dice": 0.934301119867275, + "FN": 748, + "FP": 2420, + "IoU": 0.876702732155367, + "TN": 1901858, + "TP": 22526, + "n_pred": 24946, + "n_ref": 23274 + }, + "5": { + "Dice": 0.7058823529411765, + "FN": 3, + "FP": 117, + "IoU": 0.5454545454545454, + "TN": 1927288, + "TP": 144, + "n_pred": 261, + "n_ref": 147 + }, + "6": { + "Dice": 0.9529431566062275, + "FN": 11553, + "FP": 3824, + "IoU": 0.910115971848769, + "TN": 1756476, + "TP": 155699, + "n_pred": 159523, + "n_ref": 167252 + }, + "7": { + "Dice": 0.9771477790082441, + "FN": 2341, + "FP": 2302, + "IoU": 0.9553166713181727, + "TN": 1823643, + "TP": 99266, + "n_pred": 101568, + "n_ref": 101607 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 1927547, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "9": { + "Dice": 0.8395515415758331, + "FN": 1974, + "FP": 8330, + "IoU": 0.7234716332993398, + "TN": 1890290, + "TP": 26958, + "n_pred": 35288, + "n_ref": 28932 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0078.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0078.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.5094890510948905, + "FN": 629, + "FP": 43, + "IoU": 0.3418217433888345, + "TN": 1225603, + "TP": 349, + "n_pred": 392, + "n_ref": 978 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8261238337574215, + "FN": 447, + "FP": 4883, + "IoU": 0.703757225433526, + "TN": 1208632, + "TP": 12662, + "n_pred": 17545, + "n_ref": 13109 + }, + "14": { + "Dice": 0.6555826963990229, + "FN": 4347, + "FP": 24, + "IoU": 0.4876333372406517, + "TN": 1218093, + "TP": 4160, + "n_pred": 4184, + "n_ref": 8507 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9275768757687577, + "FN": 1881, + "FP": 1063, + "IoU": 0.864935541588292, + "TN": 1204827, + "TP": 18853, + "n_pred": 19916, + "n_ref": 20734 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8823159219634991, + "FN": 158, + "FP": 29, + "IoU": 0.7894144144144144, + "TN": 1225736, + "TP": 701, + "n_pred": 730, + "n_ref": 859 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 9039, + "IoU": 0.0, + "TN": 1217585, + "TP": 0, + "n_pred": 9039, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.840364213515997, + "FN": 1208, + "FP": 703, + "IoU": 0.7246794410027374, + "TN": 1219683, + "TP": 5030, + "n_pred": 5733, + "n_ref": 6238 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0084.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0084.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9251350880251002, + "FN": 1129, + "FP": 589, + "IoU": 0.86069893780913, + "TN": 1739987, + "TP": 10615, + "n_pred": 11204, + "n_ref": 11744 + }, + "10": { + "Dice": 0.8135175455665823, + "FN": 652, + "FP": 5098, + "IoU": 0.6856549311174284, + "TN": 1734028, + "TP": 12542, + "n_pred": 17640, + "n_ref": 13194 + }, + "11": { + "Dice": 0.6715399610136452, + "FN": 1377, + "FP": 645, + "IoU": 0.5055025678650037, + "TN": 1748231, + "TP": 2067, + "n_pred": 2712, + "n_ref": 3444 + }, + "12": { + "Dice": 0.8219842392402505, + "FN": 242, + "FP": 639, + "IoU": 0.697770154373928, + "TN": 1749405, + "TP": 2034, + "n_pred": 2673, + "n_ref": 2276 + }, + "13": { + "Dice": 0.8182303030303031, + "FN": 592, + "FP": 3157, + "IoU": 0.6923771231640272, + "TN": 1740133, + "TP": 8438, + "n_pred": 11595, + "n_ref": 9030 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.964027273439745, + "FN": 708, + "FP": 669, + "IoU": 0.9305527536816623, + "TN": 1732492, + "TP": 18451, + "n_pred": 19120, + "n_ref": 19159 + }, + "3": { + "Dice": 0.9632423191029316, + "FN": 1475, + "FP": 718, + "IoU": 0.9290910854593074, + "TN": 1721393, + "TP": 28734, + "n_pred": 29452, + "n_ref": 30209 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7851162790697674, + "FN": 107, + "FP": 586, + "IoU": 0.6462480857580398, + "TN": 1750361, + "TP": 1266, + "n_pred": 1852, + "n_ref": 1373 + }, + "6": { + "Dice": 0.9719230120601755, + "FN": 4226, + "FP": 2267, + "IoU": 0.9453796004206099, + "TN": 1633445, + "TP": 112382, + "n_pred": 114649, + "n_ref": 116608 + }, + "7": { + "Dice": 0.9346048458434918, + "FN": 2143, + "FP": 3919, + "IoU": 0.8772377480761442, + "TN": 1702940, + "TP": 43318, + "n_pred": 47237, + "n_ref": 45461 + }, + "8": { + "Dice": 0.9219836710009072, + "FN": 2166, + "FP": 1446, + "IoU": 0.8552594670406732, + "TN": 1727365, + "TP": 21343, + "n_pred": 22789, + "n_ref": 23509 + }, + "9": { + "Dice": 0.4191881918819188, + "FN": 420, + "FP": 367, + "IoU": 0.26517273576097106, + "TN": 1751249, + "TP": 284, + "n_pred": 651, + "n_ref": 704 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0098.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0098.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9830590624783622, + "FN": 651, + "FP": 817, + "IoU": 0.9666825537323256, + "TN": 2233955, + "TP": 42593, + "n_pred": 43410, + "n_ref": 43244 + }, + "10": { + "Dice": 0.8073487616727568, + "FN": 5901, + "FP": 1691, + "IoU": 0.676936170212766, + "TN": 2254516, + "TP": 15908, + "n_pred": 17599, + "n_ref": 21809 + }, + "11": { + "Dice": 0.0, + "FN": 68, + "FP": 0, + "IoU": 0.0, + "TN": 2277948, + "TP": 0, + "n_pred": 0, + "n_ref": 68 + }, + "12": { + "Dice": 0.7072994459166466, + "FN": 852, + "FP": 1578, + "IoU": 0.5471487141259784, + "TN": 2272650, + "TP": 2936, + "n_pred": 4514, + "n_ref": 3788 + }, + "13": { + "Dice": 0.7251550534315581, + "FN": 2241, + "FP": 7198, + "IoU": 0.5688182358046686, + "TN": 2256125, + "TP": 12452, + "n_pred": 19650, + "n_ref": 14693 + }, + "14": { + "Dice": 0.9583167923779278, + "FN": 1431, + "FP": 669, + "IoU": 0.9199695121951219, + "TN": 2251776, + "TP": 24140, + "n_pred": 24809, + "n_ref": 25571 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8199052132701422, + "FN": 821, + "FP": 4803, + "IoU": 0.6947791164658634, + "TN": 2259590, + "TP": 12802, + "n_pred": 17605, + "n_ref": 13623 + }, + "3": { + "Dice": 0.9762871988663203, + "FN": 48, + "FP": 203, + "IoU": 0.953672942045035, + "TN": 2272598, + "TP": 5167, + "n_pred": 5370, + "n_ref": 5215 + }, + "4": { + "Dice": 0.9366596288476498, + "FN": 582, + "FP": 1698, + "IoU": 0.8808652941791201, + "TN": 2258878, + "TP": 16858, + "n_pred": 18556, + "n_ref": 17440 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 11, + "IoU": 0.0, + "TN": 2278005, + "TP": 0, + "n_pred": 11, + "n_ref": 0 + }, + "6": { + "Dice": 0.9505223154454827, + "FN": 7786, + "FP": 8384, + "IoU": 0.9057098873416836, + "TN": 2106524, + "TP": 155322, + "n_pred": 163706, + "n_ref": 163108 + }, + "7": { + "Dice": 0.9385360877327212, + "FN": 9015, + "FP": 5445, + "IoU": 0.8841902931283037, + "TN": 2153156, + "TP": 110400, + "n_pred": 115845, + "n_ref": 119415 + }, + "8": { + "Dice": 0.9638088783463232, + "FN": 575, + "FP": 493, + "IoU": 0.930145856498136, + "TN": 2262727, + "TP": 14221, + "n_pred": 14714, + "n_ref": 14796 + }, + "9": { + "Dice": 0.8365321522309711, + "FN": 2389, + "FP": 1597, + "IoU": 0.7189989425449418, + "TN": 2263831, + "TP": 10199, + "n_pred": 11796, + "n_ref": 12588 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0118.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0118.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2840, + "IoU": 0.0, + "TN": 4202728, + "TP": 0, + "n_pred": 2840, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 151, + "IoU": 0.0, + "TN": 4205417, + "TP": 0, + "n_pred": 151, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4205568, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.9204545454545454, + "FN": 17, + "FP": 11, + "IoU": 0.8526315789473684, + "TN": 4205378, + "TP": 162, + "n_pred": 173, + "n_ref": 179 + }, + "13": { + "Dice": 0.42001007218398523, + "FN": 6670, + "FP": 240, + "IoU": 0.2658308542286443, + "TN": 4196156, + "TP": 2502, + "n_pred": 2742, + "n_ref": 9172 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 117207, + "IoU": 0.0, + "TN": 4088361, + "TP": 0, + "n_pred": 117207, + "n_ref": 0 + }, + "15": { + "Dice": 0.025612158739093723, + "FN": 691, + "FP": 13157, + "IoU": 0.012972202423378475, + "TN": 4191538, + "TP": 182, + "n_pred": 13339, + "n_ref": 873 + }, + "2": { + "Dice": 0.9601046435578809, + "FN": 40, + "FP": 21, + "IoU": 0.9232704402515723, + "TN": 4204773, + "TP": 734, + "n_pred": 755, + "n_ref": 774 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 289, + "IoU": 0.0, + "TN": 4205279, + "TP": 0, + "n_pred": 289, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 504, + "IoU": 0.0, + "TN": 4205064, + "TP": 0, + "n_pred": 504, + "n_ref": 0 + }, + "5": { + "Dice": 0.41017603086568605, + "FN": 3749, + "FP": 6035, + "IoU": 0.25800091005612014, + "TN": 4192382, + "TP": 3402, + "n_pred": 9437, + "n_ref": 7151 + }, + "6": { + "Dice": 0.7349898994359139, + "FN": 3760, + "FP": 68261, + "IoU": 0.5810150441551188, + "TN": 4033674, + "TP": 99873, + "n_pred": 168134, + "n_ref": 103633 + }, + "7": { + "Dice": 0.6011871609993026, + "FN": 4208, + "FP": 75275, + "IoU": 0.42978384544195825, + "TN": 4066177, + "TP": 59908, + "n_pred": 135183, + "n_ref": 64116 + }, + "8": { + "Dice": 0.966087477531456, + "FN": 517, + "FP": 1464, + "IoU": 0.9343996291145109, + "TN": 4175370, + "TP": 28217, + "n_pred": 29681, + "n_ref": 28734 + }, + "9": { + "Dice": 0.7514087759815242, + "FN": 499, + "FP": 2192, + "IoU": 0.6018052678307192, + "TN": 4198810, + "TP": 4067, + "n_pred": 6259, + "n_ref": 4566 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0171.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0171.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9507804557143712, + "FN": 8101, + "FP": 952, + "IoU": 0.9061787505699954, + "TN": 2356756, + "TP": 87439, + "n_pred": 88391, + "n_ref": 95540 + }, + "10": { + "Dice": 0.7636079132670168, + "FN": 1467, + "FP": 648, + "IoU": 0.6176098354727897, + "TN": 2447717, + "TP": 3416, + "n_pred": 4064, + "n_ref": 4883 + }, + "11": { + "Dice": 0.6826580226904376, + "FN": 2182, + "FP": 755, + "IoU": 0.5182086614173228, + "TN": 2447152, + "TP": 3159, + "n_pred": 3914, + "n_ref": 5341 + }, + "12": { + "Dice": 0.0, + "FN": 40, + "FP": 0, + "IoU": 0.0, + "TN": 2453208, + "TP": 0, + "n_pred": 0, + "n_ref": 40 + }, + "13": { + "Dice": 0.695293779353973, + "FN": 1335, + "FP": 1844, + "IoU": 0.5329121363502791, + "TN": 2446442, + "TP": 3627, + "n_pred": 5471, + "n_ref": 4962 + }, + "14": { + "Dice": 0.858256134201302, + "FN": 2704, + "FP": 6354, + "IoU": 0.7517063676982539, + "TN": 2416767, + "TP": 27423, + "n_pred": 33777, + "n_ref": 30127 + }, + "15": { + "Dice": 0.8421288810144603, + "FN": 16628, + "FP": 3777, + "IoU": 0.7273079595873203, + "TN": 2378420, + "TP": 54423, + "n_pred": 58200, + "n_ref": 71051 + }, + "2": { + "Dice": 0.9289772727272727, + "FN": 377, + "FP": 223, + "IoU": 0.8673740053050398, + "TN": 2448724, + "TP": 3924, + "n_pred": 4147, + "n_ref": 4301 + }, + "3": { + "Dice": 0.9184477494336649, + "FN": 1548, + "FP": 3420, + "IoU": 0.8491940624715417, + "TN": 2420305, + "TP": 27975, + "n_pred": 31395, + "n_ref": 29523 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 2453244, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "5": { + "Dice": 0.04938271604938271, + "FN": 64, + "FP": 13, + "IoU": 0.02531645569620253, + "TN": 2453169, + "TP": 2, + "n_pred": 15, + "n_ref": 66 + }, + "6": { + "Dice": 0.9733810853093653, + "FN": 7974, + "FP": 5910, + "IoU": 0.9481425594059776, + "TN": 2185514, + "TP": 253850, + "n_pred": 259760, + "n_ref": 261824 + }, + "7": { + "Dice": 0.4466707144302773, + "FN": 639, + "FP": 10297, + "IoU": 0.28755700325732897, + "TN": 2437898, + "TP": 4414, + "n_pred": 14711, + "n_ref": 5053 + }, + "8": { + "Dice": 0.9316680429397193, + "FN": 203, + "FP": 1783, + "IoU": 0.8720772946859904, + "TN": 2437723, + "TP": 13539, + "n_pred": 15322, + "n_ref": 13742 + }, + "9": { + "Dice": 0.87472647702407, + "FN": 1152, + "FP": 4344, + "IoU": 0.777345649003403, + "TN": 2428564, + "TP": 19188, + "n_pred": 23532, + "n_ref": 20340 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0172.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0172.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.413707337294459, + "FN": 4204, + "FP": 39, + "IoU": 0.260801393728223, + "TN": 4550292, + "TP": 1497, + "n_pred": 1536, + "n_ref": 5701 + }, + "10": { + "Dice": 0.17994719382573962, + "FN": 12005, + "FP": 108, + "IoU": 0.09886921589049248, + "TN": 4542590, + "TP": 1329, + "n_pred": 1437, + "n_ref": 13334 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 43, + "IoU": 0.0, + "TN": 4555989, + "TP": 0, + "n_pred": 43, + "n_ref": 0 + }, + "12": { + "Dice": 0.23048327137546468, + "FN": 148, + "FP": 59, + "IoU": 0.13025210084033614, + "TN": 4555794, + "TP": 31, + "n_pred": 90, + "n_ref": 179 + }, + "13": { + "Dice": 0.5423213380638622, + "FN": 4922, + "FP": 8623, + "IoU": 0.3720445062586926, + "TN": 4534462, + "TP": 8025, + "n_pred": 16648, + "n_ref": 12947 + }, + "14": { + "Dice": 0.9419633035596428, + "FN": 619, + "FP": 700, + "IoU": 0.8902936039258089, + "TN": 4544009, + "TP": 10704, + "n_pred": 11404, + "n_ref": 11323 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 3551, + "IoU": 0.0, + "TN": 4552481, + "TP": 0, + "n_pred": 3551, + "n_ref": 0 + }, + "2": { + "Dice": 0.3958695904397262, + "FN": 259, + "FP": 4948, + "IoU": 0.2467814262982786, + "TN": 4549119, + "TP": 1706, + "n_pred": 6654, + "n_ref": 1965 + }, + "3": { + "Dice": 0.9119339727860808, + "FN": 5352, + "FP": 2544, + "IoU": 0.8381237443109598, + "TN": 4507254, + "TP": 40882, + "n_pred": 43426, + "n_ref": 46234 + }, + "4": { + "Dice": 0.06664003196164603, + "FN": 1, + "FP": 11680, + "IoU": 0.034468507191271286, + "TN": 4543934, + "TP": 417, + "n_pred": 12097, + "n_ref": 418 + }, + "5": { + "Dice": 0.6068930648015505, + "FN": 4527, + "FP": 138, + "IoU": 0.4356399709654004, + "TN": 4547766, + "TP": 3601, + "n_pred": 3739, + "n_ref": 8128 + }, + "6": { + "Dice": 0.8020174741254379, + "FN": 222534, + "FP": 37717, + "IoU": 0.6694734328782816, + "TN": 3768649, + "TP": 527132, + "n_pred": 564849, + "n_ref": 749666 + }, + "7": { + "Dice": 0.6477791288176812, + "FN": 38800, + "FP": 10444, + "IoU": 0.47904831423825994, + "TN": 4461505, + "TP": 45283, + "n_pred": 55727, + "n_ref": 84083 + }, + "8": { + "Dice": 0.9256892778993435, + "FN": 5514, + "FP": 1278, + "IoU": 0.8616587909401988, + "TN": 4506936, + "TP": 42304, + "n_pred": 43582, + "n_ref": 47818 + }, + "9": { + "Dice": 0.765311510031679, + "FN": 3179, + "FP": 377, + "IoU": 0.6198417789181099, + "TN": 4546678, + "TP": 5798, + "n_pred": 6175, + "n_ref": 8977 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0173.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0173.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0017406440382941688, + "FN": 4588, + "FP": 0, + "IoU": 0.0008710801393728223, + "TN": 3850512, + "TP": 4, + "n_pred": 4, + "n_ref": 4592 + }, + "10": { + "Dice": 0.5263157894736842, + "FN": 0, + "FP": 9, + "IoU": 0.35714285714285715, + "TN": 3855090, + "TP": 5, + "n_pred": 14, + "n_ref": 5 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3855104, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3855104, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 935, + "FP": 0, + "IoU": 0.0, + "TN": 3854169, + "TP": 0, + "n_pred": 0, + "n_ref": 935 + }, + "14": { + "Dice": 0.43926899933140184, + "FN": 1097, + "FP": 13999, + "IoU": 0.28145080679708695, + "TN": 3834095, + "TP": 5913, + "n_pred": 19912, + "n_ref": 7010 + }, + "15": { + "Dice": 0.4118337347909332, + "FN": 27066, + "FP": 11026, + "IoU": 0.2593139923776931, + "TN": 3803676, + "TP": 13336, + "n_pred": 24362, + "n_ref": 40402 + }, + "2": { + "Dice": 0.9571397803144519, + "FN": 183, + "FP": 16, + "IoU": 0.9178025609252375, + "TN": 3852683, + "TP": 2222, + "n_pred": 2238, + "n_ref": 2405 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3855104, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3855104, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.35260115606936415, + "FN": 224, + "FP": 0, + "IoU": 0.21403508771929824, + "TN": 3854819, + "TP": 61, + "n_pred": 61, + "n_ref": 285 + }, + "6": { + "Dice": 0.9504510873325532, + "FN": 8348, + "FP": 8123, + "IoU": 0.905580555475938, + "TN": 3680659, + "TP": 157974, + "n_pred": 166097, + "n_ref": 166322 + }, + "7": { + "Dice": 0.9513126595814329, + "FN": 1788, + "FP": 2674, + "IoU": 0.907146127273484, + "TN": 3807050, + "TP": 43592, + "n_pred": 46266, + "n_ref": 45380 + }, + "8": { + "Dice": 0.5896975142258161, + "FN": 2691, + "FP": 49, + "IoU": 0.41813548524102784, + "TN": 3850395, + "TP": 1969, + "n_pred": 2018, + "n_ref": 4660 + }, + "9": { + "Dice": 0.5729442970822282, + "FN": 5, + "FP": 156, + "IoU": 0.40148698884758366, + "TN": 3854835, + "TP": 108, + "n_pred": 264, + "n_ref": 113 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0185.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0185.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8472094571039204, + "FN": 95, + "FP": 4726, + "IoU": 0.7349205476439215, + "TN": 2084597, + "TP": 13366, + "n_pred": 18092, + "n_ref": 13461 + }, + "10": { + "Dice": 0.9231398201144726, + "FN": 33, + "FP": 155, + "IoU": 0.8572513287775246, + "TN": 2101467, + "TP": 1129, + "n_pred": 1284, + "n_ref": 1162 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8075635217648217, + "FN": 1761, + "FP": 193, + "IoU": 0.6772381896266931, + "TN": 2096730, + "TP": 4100, + "n_pred": 4293, + "n_ref": 5861 + }, + "14": { + "Dice": 0.41201716738197425, + "FN": 24, + "FP": 113, + "IoU": 0.2594594594594595, + "TN": 2102599, + "TP": 48, + "n_pred": 161, + "n_ref": 72 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9334973298011017, + "FN": 5246, + "FP": 1080, + "IoU": 0.8752883193691474, + "TN": 2052059, + "TP": 44399, + "n_pred": 45479, + "n_ref": 49645 + }, + "3": { + "Dice": 0.9189897253264563, + "FN": 2480, + "FP": 5436, + "IoU": 0.8501211754013935, + "TN": 2049968, + "TP": 44900, + "n_pred": 50336, + "n_ref": 47380 + }, + "4": { + "Dice": 0.911928407726727, + "FN": 609, + "FP": 198, + "IoU": 0.8381143430290873, + "TN": 2097799, + "TP": 4178, + "n_pred": 4376, + "n_ref": 4787 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9430946621704817, + "FN": 12328, + "FP": 1999, + "IoU": 0.8923170585052012, + "TN": 1969736, + "TP": 118721, + "n_pred": 120720, + "n_ref": 131049 + }, + "7": { + "Dice": 0.8911020266156389, + "FN": 454, + "FP": 2050, + "IoU": 0.8035924386226371, + "TN": 2090035, + "TP": 10245, + "n_pred": 12295, + "n_ref": 10699 + }, + "8": { + "Dice": 0.9591462113127001, + "FN": 379, + "FP": 578, + "IoU": 0.9214994668197851, + "TN": 2090593, + "TP": 11234, + "n_pred": 11812, + "n_ref": 11613 + }, + "9": { + "Dice": 0.6733150684931507, + "FN": 1562, + "FP": 1419, + "IoU": 0.5075169337518586, + "TN": 2096731, + "TP": 3072, + "n_pred": 4491, + "n_ref": 4634 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0186.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0186.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 118, + "IoU": 0.0, + "TN": 3154058, + "TP": 0, + "n_pred": 118, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6939427448089446, + "FN": 3152, + "FP": 4321, + "IoU": 0.5313264346190029, + "TN": 3138231, + "TP": 8472, + "n_pred": 12793, + "n_ref": 11624 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.972678655882032, + "FN": 586, + "FP": 1667, + "IoU": 0.9468105198545729, + "TN": 3111818, + "TP": 40105, + "n_pred": 41772, + "n_ref": 40691 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 18, + "IoU": 0.0, + "TN": 3154158, + "TP": 0, + "n_pred": 18, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9103359327735562, + "FN": 8100, + "FP": 18874, + "IoU": 0.835428055447091, + "TN": 2990272, + "TP": 136930, + "n_pred": 155804, + "n_ref": 145030 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 7630, + "IoU": 0.0, + "TN": 3146546, + "TP": 0, + "n_pred": 7630, + "n_ref": 0 + }, + "8": { + "Dice": 0.9345850999394306, + "FN": 487, + "FP": 593, + "IoU": 0.8772029562251279, + "TN": 3145381, + "TP": 7715, + "n_pred": 8308, + "n_ref": 8202 + }, + "9": { + "Dice": 0.9086412707471346, + "FN": 1138, + "FP": 783, + "IoU": 0.8325780024402998, + "TN": 3142702, + "TP": 9553, + "n_pred": 10336, + "n_ref": 10691 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0190.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0190.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.21695951107715813, + "FN": 1006, + "FP": 19, + "IoU": 0.12167952013710369, + "TN": 1926385, + "TP": 142, + "n_pred": 161, + "n_ref": 1148 + }, + "10": { + "Dice": 0.3350676378772112, + "FN": 5934, + "FP": 3012, + "IoU": 0.20125, + "TN": 1916352, + "TP": 2254, + "n_pred": 5266, + "n_ref": 8188 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6977748256393225, + "FN": 3297, + "FP": 3983, + "IoU": 0.5358326957408824, + "TN": 1911868, + "TP": 8404, + "n_pred": 12387, + "n_ref": 11701 + }, + "14": { + "Dice": 0.0, + "FN": 1689, + "FP": 0, + "IoU": 0.0, + "TN": 1925863, + "TP": 0, + "n_pred": 0, + "n_ref": 1689 + }, + "15": { + "Dice": 0.0, + "FN": 109, + "FP": 4486, + "IoU": 0.0, + "TN": 1922957, + "TP": 0, + "n_pred": 4486, + "n_ref": 109 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 113, + "IoU": 0.0, + "TN": 1927439, + "TP": 0, + "n_pred": 113, + "n_ref": 0 + }, + "3": { + "Dice": 0.9632445619028258, + "FN": 1024, + "FP": 784, + "IoU": 0.9290952586375937, + "TN": 1902053, + "TP": 23691, + "n_pred": 24475, + "n_ref": 24715 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.5620384941290401, + "FN": 6948, + "FP": 288, + "IoU": 0.3908578163145046, + "TN": 1915673, + "TP": 4643, + "n_pred": 4931, + "n_ref": 11591 + }, + "6": { + "Dice": 0.940051196900512, + "FN": 1730, + "FP": 1736, + "IoU": 0.8868835873502823, + "TN": 1896911, + "TP": 27175, + "n_pred": 28911, + "n_ref": 28905 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 68, + "IoU": 0.0, + "TN": 1927484, + "TP": 0, + "n_pred": 68, + "n_ref": 0 + }, + "8": { + "Dice": 0.9669236023026637, + "FN": 1134, + "FP": 561, + "IoU": 0.9359652436720816, + "TN": 1901082, + "TP": 24775, + "n_pred": 25336, + "n_ref": 25909 + }, + "9": { + "Dice": 0.6240482547216454, + "FN": 7319, + "FP": 285, + "IoU": 0.4535393460294646, + "TN": 1913637, + "TP": 6311, + "n_pred": 6596, + "n_ref": 13630 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0192.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.95423232990469, + "FN": 455, + "FP": 30, + "IoU": 0.9124706731636889, + "TN": 3499099, + "TP": 5056, + "n_pred": 5086, + "n_ref": 5511 + }, + "10": { + "Dice": 0.8542740841248304, + "FN": 440, + "FP": 97, + "IoU": 0.7456181904310754, + "TN": 3502529, + "TP": 1574, + "n_pred": 1671, + "n_ref": 2014 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3504640, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5383304940374787, + "FN": 438, + "FP": 104, + "IoU": 0.3682983682983683, + "TN": 3503782, + "TP": 316, + "n_pred": 420, + "n_ref": 754 + }, + "13": { + "Dice": 0.866913123844732, + "FN": 108, + "FP": 36, + "IoU": 0.765089722675367, + "TN": 3504027, + "TP": 469, + "n_pred": 505, + "n_ref": 577 + }, + "14": { + "Dice": 0.9610513238354926, + "FN": 4000, + "FP": 828, + "IoU": 0.9250229062165142, + "TN": 3440247, + "TP": 59565, + "n_pred": 60393, + "n_ref": 63565 + }, + "15": { + "Dice": 0.8977142857142857, + "FN": 74, + "FP": 284, + "IoU": 0.8144116122343183, + "TN": 3502711, + "TP": 1571, + "n_pred": 1855, + "n_ref": 1645 + }, + "2": { + "Dice": 0.9659714392198859, + "FN": 5440, + "FP": 1773, + "IoU": 0.9341825514868922, + "TN": 3395049, + "TP": 102378, + "n_pred": 104151, + "n_ref": 107818 + }, + "3": { + "Dice": 0.9573766275518405, + "FN": 3181, + "FP": 3448, + "IoU": 0.9182382179903055, + "TN": 3423563, + "TP": 74448, + "n_pred": 77896, + "n_ref": 77629 + }, + "4": { + "Dice": 0.920274914089347, + "FN": 62, + "FP": 402, + "IoU": 0.8523233609166136, + "TN": 3501498, + "TP": 2678, + "n_pred": 3080, + "n_ref": 2740 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3504640, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9927470778833921, + "FN": 879, + "FP": 1008, + "IoU": 0.9855986079417534, + "TN": 3373611, + "TP": 129142, + "n_pred": 130150, + "n_ref": 130021 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 4702, + "IoU": 0.0, + "TN": 3499938, + "TP": 0, + "n_pred": 4702, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3504640, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7647058823529411, + "FN": 4, + "FP": 4, + "IoU": 0.6190476190476191, + "TN": 3504619, + "TP": 13, + "n_pred": 17, + "n_ref": 17 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0195.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0195.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9757077521478337, + "FN": 1961, + "FP": 3154, + "IoU": 0.9525677404996383, + "TN": 1118786, + "TP": 102723, + "n_pred": 105877, + "n_ref": 104684 + }, + "10": { + "Dice": 0.0, + "FN": 895, + "FP": 6, + "IoU": 0.0, + "TN": 1225723, + "TP": 0, + "n_pred": 6, + "n_ref": 895 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8243803475346212, + "FN": 5072, + "FP": 2892, + "IoU": 0.7012304921968787, + "TN": 1199968, + "TP": 18692, + "n_pred": 21584, + "n_ref": 23764 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9475828548283338, + "FN": 3157, + "FP": 1243, + "IoU": 0.9003871318285753, + "TN": 1182453, + "TP": 39771, + "n_pred": 41014, + "n_ref": 42928 + }, + "3": { + "Dice": 0.9626029624600211, + "FN": 708, + "FP": 1385, + "IoU": 0.927902170168791, + "TN": 1197594, + "TP": 26937, + "n_pred": 28322, + "n_ref": 27645 + }, + "4": { + "Dice": 0.0, + "FN": 63, + "FP": 0, + "IoU": 0.0, + "TN": 1226561, + "TP": 0, + "n_pred": 0, + "n_ref": 63 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9182566181731457, + "FN": 4448, + "FP": 1036, + "IoU": 0.8488673317532933, + "TN": 1190338, + "TP": 30802, + "n_pred": 31838, + "n_ref": 35250 + }, + "7": { + "Dice": 0.8030717167773005, + "FN": 3003, + "FP": 23, + "IoU": 0.670943888647238, + "TN": 1217428, + "TP": 6170, + "n_pred": 6193, + "n_ref": 9173 + }, + "8": { + "Dice": 0.0, + "FN": 4, + "FP": 5, + "IoU": 0.0, + "TN": 1226615, + "TP": 0, + "n_pred": 5, + "n_ref": 4 + }, + "9": { + "Dice": 0.5058640910658848, + "FN": 3589, + "FP": 2141, + "IoU": 0.3385663165185271, + "TN": 1217961, + "TP": 2933, + "n_pred": 5074, + "n_ref": 6522 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0235.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0235.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9762208386467632, + "FN": 1897, + "FP": 1590, + "IoU": 0.9535463071512309, + "TN": 1502024, + "TP": 71577, + "n_pred": 73167, + "n_ref": 73474 + }, + "10": { + "Dice": 0.8526156499093804, + "FN": 2601, + "FP": 14151, + "IoU": 0.7430950664805925, + "TN": 1511881, + "TP": 48455, + "n_pred": 62606, + "n_ref": 51056 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7540983606557377, + "FN": 512, + "FP": 823, + "IoU": 0.6052631578947368, + "TN": 1573706, + "TP": 2047, + "n_pred": 2870, + "n_ref": 2559 + }, + "13": { + "Dice": 0.631080585469943, + "FN": 8749, + "FP": 2316, + "IoU": 0.46100638121681525, + "TN": 1556559, + "TP": 9464, + "n_pred": 11780, + "n_ref": 18213 + }, + "14": { + "Dice": 0.17765663339513918, + "FN": 296182, + "FP": 82, + "IoU": 0.09748801277013154, + "TN": 1248822, + "TP": 32002, + "n_pred": 32084, + "n_ref": 328184 + }, + "15": { + "Dice": 0.6543427230046949, + "FN": 1105, + "FP": 73, + "IoU": 0.48626253815961623, + "TN": 1574795, + "TP": 1115, + "n_pred": 1188, + "n_ref": 2220 + }, + "2": { + "Dice": 0.8468593182211456, + "FN": 4014, + "FP": 411, + "IoU": 0.7343937575030012, + "TN": 1560428, + "TP": 12235, + "n_pred": 12646, + "n_ref": 16249 + }, + "3": { + "Dice": 0.9057868568614681, + "FN": 1184, + "FP": 4747, + "IoU": 0.8277974565936937, + "TN": 1542646, + "TP": 28511, + "n_pred": 33258, + "n_ref": 29695 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 116100, + "IoU": 0.0, + "TN": 1460988, + "TP": 0, + "n_pred": 116100, + "n_ref": 0 + }, + "7": { + "Dice": 0.5375090816342304, + "FN": 1328, + "FP": 28591, + "IoU": 0.367529859422894, + "TN": 1529783, + "TP": 17386, + "n_pred": 45977, + "n_ref": 18714 + }, + "8": { + "Dice": 0.9603230691569914, + "FN": 70, + "FP": 323, + "IoU": 0.9236744999028937, + "TN": 1571939, + "TP": 4756, + "n_pred": 5079, + "n_ref": 4826 + }, + "9": { + "Dice": 0.9487124232302554, + "FN": 478, + "FP": 1426, + "IoU": 0.9024290253151583, + "TN": 1557574, + "TP": 17610, + "n_pred": 19036, + "n_ref": 18088 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0268.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0268.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9551129528137949, + "FN": 694, + "FP": 985, + "IoU": 0.9140824889980554, + "TN": 2258474, + "TP": 17863, + "n_pred": 18848, + "n_ref": 18557 + }, + "10": { + "Dice": 0.8736740597878495, + "FN": 1418, + "FP": 2119, + "IoU": 0.7756849315068494, + "TN": 2262248, + "TP": 12231, + "n_pred": 14350, + "n_ref": 13649 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7270886075949367, + "FN": 1004, + "FP": 1152, + "IoU": 0.5712012728719172, + "TN": 2272988, + "TP": 2872, + "n_pred": 4024, + "n_ref": 3876 + }, + "13": { + "Dice": 0.8300190683737402, + "FN": 51, + "FP": 3693, + "IoU": 0.7094295692665891, + "TN": 2265131, + "TP": 9141, + "n_pred": 12834, + "n_ref": 9192 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9603668701053935, + "FN": 2432, + "FP": 3393, + "IoU": 0.9237555465385673, + "TN": 2201617, + "TP": 70574, + "n_pred": 73967, + "n_ref": 73006 + }, + "3": { + "Dice": 0.9613902833602962, + "FN": 3052, + "FP": 1578, + "IoU": 0.925651154574943, + "TN": 2215742, + "TP": 57644, + "n_pred": 59222, + "n_ref": 60696 + }, + "4": { + "Dice": 0.46509750341572476, + "FN": 33994, + "FP": 458, + "IoU": 0.30301436374671253, + "TN": 2228586, + "TP": 14978, + "n_pred": 15436, + "n_ref": 48972 + }, + "5": { + "Dice": 0.8877466423478694, + "FN": 309, + "FP": 368, + "IoU": 0.7981514609421586, + "TN": 2274662, + "TP": 2677, + "n_pred": 3045, + "n_ref": 2986 + }, + "6": { + "Dice": 0.9484818317570931, + "FN": 6201, + "FP": 5391, + "IoU": 0.9020118343195266, + "TN": 2159716, + "TP": 106708, + "n_pred": 112099, + "n_ref": 112909 + }, + "7": { + "Dice": 0.7027144644508513, + "FN": 4610, + "FP": 39110, + "IoU": 0.541680644079168, + "TN": 2182624, + "TP": 51672, + "n_pred": 90782, + "n_ref": 56282 + }, + "8": { + "Dice": 0.9575845762095307, + "FN": 369, + "FP": 214, + "IoU": 0.9186208821887214, + "TN": 2270852, + "TP": 6581, + "n_pred": 6795, + "n_ref": 6950 + }, + "9": { + "Dice": 0.6501042390548992, + "FN": 115, + "FP": 1899, + "IoU": 0.48159588159588157, + "TN": 2274131, + "TP": 1871, + "n_pred": 3770, + "n_ref": 1986 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0273.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0273.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9390195867798188, + "FN": 336, + "FP": 1367, + "IoU": 0.8850489368882889, + "TN": 2438433, + "TP": 13112, + "n_pred": 14479, + "n_ref": 13448 + }, + "10": { + "Dice": 0.8866080556123492, + "FN": 3995, + "FP": 4324, + "IoU": 0.796312619362421, + "TN": 2412406, + "TP": 32523, + "n_pred": 36847, + "n_ref": 36518 + }, + "11": { + "Dice": 0.7040358744394619, + "FN": 47, + "FP": 349, + "IoU": 0.5432525951557093, + "TN": 2452381, + "TP": 471, + "n_pred": 820, + "n_ref": 518 + }, + "12": { + "Dice": 0.7485988791032826, + "FN": 1437, + "FP": 447, + "IoU": 0.5982085732565579, + "TN": 2448559, + "TP": 2805, + "n_pred": 3252, + "n_ref": 4242 + }, + "13": { + "Dice": 0.826186324467995, + "FN": 1179, + "FP": 9088, + "IoU": 0.7038479289258105, + "TN": 2418580, + "TP": 24401, + "n_pred": 33489, + "n_ref": 25580 + }, + "14": { + "Dice": 0.5715463917525773, + "FN": 1038, + "FP": 1, + "IoU": 0.40011547344110854, + "TN": 2451516, + "TP": 693, + "n_pred": 694, + "n_ref": 1731 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9645101898292172, + "FN": 326, + "FP": 1910, + "IoU": 0.9314530962599632, + "TN": 2420628, + "TP": 30384, + "n_pred": 32294, + "n_ref": 30710 + }, + "3": { + "Dice": 0.952952523845247, + "FN": 999, + "FP": 318, + "IoU": 0.9101330603889457, + "TN": 2438593, + "TP": 13338, + "n_pred": 13656, + "n_ref": 14337 + }, + "4": { + "Dice": 0.7368421052631579, + "FN": 5668, + "FP": 392, + "IoU": 0.5833333333333334, + "TN": 2438704, + "TP": 8484, + "n_pred": 8876, + "n_ref": 14152 + }, + "5": { + "Dice": 0.8224543080939948, + "FN": 408, + "FP": 136, + "IoU": 0.6984478935698448, + "TN": 2451444, + "TP": 1260, + "n_pred": 1396, + "n_ref": 1668 + }, + "6": { + "Dice": 0.9428731573342302, + "FN": 2538, + "FP": 7654, + "IoU": 0.891920552274101, + "TN": 2358947, + "TP": 84109, + "n_pred": 91763, + "n_ref": 86647 + }, + "7": { + "Dice": 0.9666399595364598, + "FN": 1408, + "FP": 6045, + "IoU": 0.9354338484995495, + "TN": 2337816, + "TP": 107979, + "n_pred": 114024, + "n_ref": 109387 + }, + "8": { + "Dice": 0.9557095709570957, + "FN": 375, + "FP": 967, + "IoU": 0.9151760318563934, + "TN": 2437427, + "TP": 14479, + "n_pred": 15446, + "n_ref": 14854 + }, + "9": { + "Dice": 0.9300535218611499, + "FN": 3302, + "FP": 1259, + "IoU": 0.8692523793142988, + "TN": 2418364, + "TP": 30323, + "n_pred": 31582, + "n_ref": 33625 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0332.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0332.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.967429667706457, + "FN": 804, + "FP": 3644, + "IoU": 0.936914065270115, + "TN": 1857045, + "TP": 66059, + "n_pred": 69703, + "n_ref": 66863 + }, + "10": { + "Dice": 0.8568880240006487, + "FN": 427, + "FP": 1338, + "IoU": 0.7496098737409561, + "TN": 1920503, + "TP": 5284, + "n_pred": 6622, + "n_ref": 5711 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 369, + "FP": 0, + "IoU": 0.0, + "TN": 1927183, + "TP": 0, + "n_pred": 0, + "n_ref": 369 + }, + "13": { + "Dice": 0.5159561102269872, + "FN": 4848, + "FP": 931, + "IoU": 0.3476690371373744, + "TN": 1918693, + "TP": 3080, + "n_pred": 4011, + "n_ref": 7928 + }, + "14": { + "Dice": 0.8938585928092208, + "FN": 2420, + "FP": 3133, + "IoU": 0.8080870917573872, + "TN": 1898617, + "TP": 23382, + "n_pred": 26515, + "n_ref": 25802 + }, + "15": { + "Dice": 0.6357615894039735, + "FN": 781, + "FP": 99, + "IoU": 0.46601941747572817, + "TN": 1925904, + "TP": 768, + "n_pred": 867, + "n_ref": 1549 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9657147585013015, + "FN": 3377, + "FP": 2010, + "IoU": 0.9337025413820688, + "TN": 1846297, + "TP": 75868, + "n_pred": 77878, + "n_ref": 79245 + }, + "4": { + "Dice": 0.9276597904138438, + "FN": 860, + "FP": 1991, + "IoU": 0.8650797406653732, + "TN": 1906421, + "TP": 18280, + "n_pred": 20271, + "n_ref": 19140 + }, + "5": { + "Dice": 0.0, + "FN": 141, + "FP": 28, + "IoU": 0.0, + "TN": 1927383, + "TP": 0, + "n_pred": 28, + "n_ref": 141 + }, + "6": { + "Dice": 0.9540523108616756, + "FN": 922, + "FP": 3851, + "IoU": 0.9121415160328388, + "TN": 1873226, + "TP": 49553, + "n_pred": 53404, + "n_ref": 50475 + }, + "7": { + "Dice": 0.8385680279183712, + "FN": 13485, + "FP": 485, + "IoU": 0.7220121781350738, + "TN": 1877298, + "TP": 36284, + "n_pred": 36769, + "n_ref": 49769 + }, + "8": { + "Dice": 0.5676126878130217, + "FN": 5, + "FP": 254, + "IoU": 0.3962703962703963, + "TN": 1927123, + "TP": 170, + "n_pred": 424, + "n_ref": 175 + }, + "9": { + "Dice": 0.7772477064220183, + "FN": 594, + "FP": 13, + "IoU": 0.6356542617046819, + "TN": 1925886, + "TP": 1059, + "n_pred": 1072, + "n_ref": 1653 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0341.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0341.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.1731311938045547, + "FN": 52786, + "FP": 22808, + "IoU": 0.09476936341428366, + "TN": 3070668, + "TP": 7914, + "n_pred": 30722, + "n_ref": 60700 + }, + "10": { + "Dice": 0.7856249615613277, + "FN": 10195, + "FP": 10719, + "IoU": 0.6469376730366669, + "TN": 3094940, + "TP": 38322, + "n_pred": 49041, + "n_ref": 48517 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 340, + "IoU": 0.0, + "TN": 3153836, + "TP": 0, + "n_pred": 340, + "n_ref": 0 + }, + "13": { + "Dice": 0.5918070889018012, + "FN": 1252, + "FP": 1558, + "IoU": 0.42025995461109966, + "TN": 3149329, + "TP": 2037, + "n_pred": 3595, + "n_ref": 3289 + }, + "14": { + "Dice": 0.7888064881452527, + "FN": 3233, + "FP": 2548, + "IoU": 0.6512637992399107, + "TN": 3137599, + "TP": 10796, + "n_pred": 13344, + "n_ref": 14029 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 20145, + "IoU": 0.0, + "TN": 3134031, + "TP": 0, + "n_pred": 20145, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 63, + "IoU": 0.0, + "TN": 3154113, + "TP": 0, + "n_pred": 63, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1874, + "IoU": 0.0, + "TN": 3152302, + "TP": 0, + "n_pred": 1874, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 37, + "IoU": 0.0, + "TN": 3154139, + "TP": 0, + "n_pred": 37, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.5737153033303111, + "FN": 18640, + "FP": 191052, + "IoU": 0.4022445902069276, + "TN": 2803377, + "TP": 141107, + "n_pred": 332159, + "n_ref": 159747 + }, + "7": { + "Dice": 0.8426642831439284, + "FN": 6859, + "FP": 20249, + "IoU": 0.7281070400497488, + "TN": 3054475, + "TP": 72593, + "n_pred": 92842, + "n_ref": 79452 + }, + "8": { + "Dice": 0.8328776486671223, + "FN": 422, + "FP": 7402, + "IoU": 0.7136163982430453, + "TN": 3126856, + "TP": 19496, + "n_pred": 26898, + "n_ref": 19918 + }, + "9": { + "Dice": 0.9335239955357143, + "FN": 1794, + "FP": 112, + "IoU": 0.875335208319707, + "TN": 3138887, + "TP": 13383, + "n_pred": 13495, + "n_ref": 15177 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0349.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0349.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.749402467232074, + "FN": 25764, + "FP": 238, + "IoU": 0.5992355234968635, + "TN": 3439759, + "TP": 38879, + "n_pred": 39117, + "n_ref": 64643 + }, + "10": { + "Dice": 0.6680960548885078, + "FN": 6876, + "FP": 3960, + "IoU": 0.501609787508049, + "TN": 3482898, + "TP": 10906, + "n_pred": 14866, + "n_ref": 17782 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 56, + "IoU": 0.0, + "TN": 3504584, + "TP": 0, + "n_pred": 56, + "n_ref": 0 + }, + "12": { + "Dice": 0.4783861671469741, + "FN": 846, + "FP": 59, + "IoU": 0.3143939393939394, + "TN": 3503320, + "TP": 415, + "n_pred": 474, + "n_ref": 1261 + }, + "13": { + "Dice": 0.0, + "FN": 4, + "FP": 7380, + "IoU": 0.0, + "TN": 3497256, + "TP": 0, + "n_pred": 7380, + "n_ref": 4 + }, + "14": { + "Dice": 0.0014523218039365566, + "FN": 0, + "FP": 52254, + "IoU": 0.0007266885948137383, + "TN": 3452348, + "TP": 38, + "n_pred": 52292, + "n_ref": 38 + }, + "15": { + "Dice": 0.2564957621231069, + "FN": 3955, + "FP": 17449, + "IoU": 0.14711507810009564, + "TN": 3479544, + "TP": 3692, + "n_pred": 21141, + "n_ref": 7647 + }, + "2": { + "Dice": 0.23186528497409326, + "FN": 32, + "FP": 2340, + "IoU": 0.13113553113553114, + "TN": 3501910, + "TP": 358, + "n_pred": 2698, + "n_ref": 390 + }, + "3": { + "Dice": 0.918994525036966, + "FN": 2207, + "FP": 5901, + "IoU": 0.8501293900184843, + "TN": 3450540, + "TP": 45992, + "n_pred": 51893, + "n_ref": 48199 + }, + "4": { + "Dice": 0.0, + "FN": 3, + "FP": 489, + "IoU": 0.0, + "TN": 3504148, + "TP": 0, + "n_pred": 489, + "n_ref": 3 + }, + "5": { + "Dice": 0.7342623738587217, + "FN": 3291, + "FP": 580, + "IoU": 0.5801063022019742, + "TN": 3495421, + "TP": 5348, + "n_pred": 5928, + "n_ref": 8639 + }, + "6": { + "Dice": 0.6186946000279879, + "FN": 3441, + "FP": 219991, + "IoU": 0.4479057274665863, + "TN": 3099941, + "TP": 181267, + "n_pred": 401258, + "n_ref": 184708 + }, + "7": { + "Dice": 0.8544171898259012, + "FN": 8021, + "FP": 3226, + "IoU": 0.7458362522880839, + "TN": 3460389, + "TP": 33004, + "n_pred": 36230, + "n_ref": 41025 + }, + "8": { + "Dice": 0.979464495587324, + "FN": 573, + "FP": 388, + "IoU": 0.959755433644625, + "TN": 3480761, + "TP": 22918, + "n_pred": 23306, + "n_ref": 23491 + }, + "9": { + "Dice": 0.4987593052109181, + "FN": 264, + "FP": 140, + "IoU": 0.3322314049586777, + "TN": 3504035, + "TP": 201, + "n_pred": 341, + "n_ref": 465 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0350.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0350.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8651589180476502, + "FN": 5308, + "FP": 46, + "IoU": 0.7623612960497115, + "TN": 1905022, + "TP": 17176, + "n_pred": 17222, + "n_ref": 22484 + }, + "11": { + "Dice": 0.6970684039087948, + "FN": 82, + "FP": 11, + "IoU": 0.535, + "TN": 1927352, + "TP": 107, + "n_pred": 118, + "n_ref": 189 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.18747940691927512, + "FN": 48, + "FP": 4884, + "IoU": 0.10343573895655335, + "TN": 1922051, + "TP": 569, + "n_pred": 5453, + "n_ref": 617 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9687290033594624, + "FN": 1335, + "FP": 899, + "IoU": 0.9393544534028286, + "TN": 1890715, + "TP": 34603, + "n_pred": 35502, + "n_ref": 35938 + }, + "3": { + "Dice": 0.9686657550302793, + "FN": 4205, + "FP": 607, + "IoU": 0.9392355191877865, + "TN": 1848361, + "TP": 74379, + "n_pred": 74986, + "n_ref": 78584 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 6582, + "IoU": 0.0, + "TN": 1920970, + "TP": 0, + "n_pred": 6582, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9692088262438124, + "FN": 1612, + "FP": 4994, + "IoU": 0.940257203320853, + "TN": 1816978, + "TP": 103968, + "n_pred": 108962, + "n_ref": 105580 + }, + "7": { + "Dice": 0.776845896578338, + "FN": 7992, + "FP": 5019, + "IoU": 0.6351169443042235, + "TN": 1891894, + "TP": 22647, + "n_pred": 27666, + "n_ref": 30639 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0361.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0361.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9684715355694367, + "FN": 765, + "FP": 2430, + "IoU": 0.9388703937550223, + "TN": 1524822, + "TP": 49071, + "n_pred": 51501, + "n_ref": 49836 + }, + "10": { + "Dice": 0.8900196756903453, + "FN": 551, + "FP": 1070, + "IoU": 0.8018337408312959, + "TN": 1568908, + "TP": 6559, + "n_pred": 7629, + "n_ref": 7110 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5121555915721232, + "FN": 287, + "FP": 14, + "IoU": 0.3442265795206972, + "TN": 1576629, + "TP": 158, + "n_pred": 172, + "n_ref": 445 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9618664717348928, + "FN": 2011, + "FP": 1745, + "IoU": 0.9265344443140476, + "TN": 1525962, + "TP": 47370, + "n_pred": 49115, + "n_ref": 49381 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9489047283360748, + "FN": 1168, + "FP": 789, + "IoU": 0.9027770877837945, + "TN": 1556959, + "TP": 18172, + "n_pred": 18961, + "n_ref": 19340 + }, + "7": { + "Dice": 0.9647178816865705, + "FN": 4154, + "FP": 2972, + "IoU": 0.9318405723631982, + "TN": 1472539, + "TP": 97423, + "n_pred": 100395, + "n_ref": 101577 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0367.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0367.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7575757575757576, + "FN": 32, + "FP": 0, + "IoU": 0.6097560975609756, + "TN": 2978862, + "TP": 50, + "n_pred": 50, + "n_ref": 82 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 676, + "IoU": 0.0, + "TN": 2978268, + "TP": 0, + "n_pred": 676, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.2734375, + "FN": 163, + "FP": 209, + "IoU": 0.1583710407239819, + "TN": 2978502, + "TP": 70, + "n_pred": 279, + "n_ref": 233 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 84297, + "IoU": 0.0, + "TN": 2894647, + "TP": 0, + "n_pred": 84297, + "n_ref": 0 + }, + "2": { + "Dice": 0.5934065934065934, + "FN": 5, + "FP": 32, + "IoU": 0.421875, + "TN": 2978880, + "TP": 27, + "n_pred": 59, + "n_ref": 32 + }, + "3": { + "Dice": 0.9362843729040912, + "FN": 117, + "FP": 73, + "IoU": 0.880201765447667, + "TN": 2977358, + "TP": 1396, + "n_pred": 1469, + "n_ref": 1513 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8373306822418293, + "FN": 132, + "FP": 2486, + "IoU": 0.7201795639162035, + "TN": 2969588, + "TP": 6738, + "n_pred": 9224, + "n_ref": 6870 + }, + "6": { + "Dice": 0.9020766136338927, + "FN": 340, + "FP": 5064, + "IoU": 0.8216207294933158, + "TN": 2948649, + "TP": 24891, + "n_pred": 29955, + "n_ref": 25231 + }, + "7": { + "Dice": 0.8935293690458114, + "FN": 63400, + "FP": 1108, + "IoU": 0.8075491061839185, + "TN": 2643752, + "TP": 270684, + "n_pred": 271792, + "n_ref": 334084 + }, + "8": { + "Dice": 0.9474704497677522, + "FN": 1174, + "FP": 2999, + "IoU": 0.9001841796828283, + "TN": 2937137, + "TP": 37634, + "n_pred": 40633, + "n_ref": 38808 + }, + "9": { + "Dice": 0.782030620467365, + "FN": 972, + "FP": 110, + "IoU": 0.642077406549785, + "TN": 2975921, + "TP": 1941, + "n_pred": 2051, + "n_ref": 2913 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0379.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0379.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9399865138233311, + "FN": 78, + "FP": 11, + "IoU": 0.8867684478371501, + "TN": 2277230, + "TP": 697, + "n_pred": 708, + "n_ref": 775 + }, + "10": { + "Dice": 0.9092494253784577, + "FN": 1673, + "FP": 1762, + "IoU": 0.8335997674756576, + "TN": 2257373, + "TP": 17208, + "n_pred": 18970, + "n_ref": 18881 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8676519613290365, + "FN": 2495, + "FP": 2269, + "IoU": 0.7662414131501472, + "TN": 2257636, + "TP": 15616, + "n_pred": 17885, + "n_ref": 18111 + }, + "14": { + "Dice": 0.9355182115428484, + "FN": 162, + "FP": 1534, + "IoU": 0.8788484891777985, + "TN": 2264017, + "TP": 12303, + "n_pred": 13837, + "n_ref": 12465 + }, + "15": { + "Dice": 0.41831163376732466, + "FN": 674, + "FP": 711, + "IoU": 0.26447158789166225, + "TN": 2276133, + "TP": 498, + "n_pred": 1209, + "n_ref": 1172 + }, + "2": { + "Dice": 0.9592910970575984, + "FN": 1732, + "FP": 418, + "IoU": 0.9217669747471072, + "TN": 2250534, + "TP": 25332, + "n_pred": 25750, + "n_ref": 27064 + }, + "3": { + "Dice": 0.5333333333333333, + "FN": 10, + "FP": 4, + "IoU": 0.36363636363636365, + "TN": 2277994, + "TP": 8, + "n_pred": 12, + "n_ref": 18 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7326774126020515, + "FN": 3668, + "FP": 163, + "IoU": 0.5781301618764453, + "TN": 2268935, + "TP": 5250, + "n_pred": 5413, + "n_ref": 8918 + }, + "6": { + "Dice": 0.9238540434564221, + "FN": 3773, + "FP": 15025, + "IoU": 0.8584839610638922, + "TN": 2145183, + "TP": 114035, + "n_pred": 129060, + "n_ref": 117808 + }, + "7": { + "Dice": 0.6831173364751059, + "FN": 3965, + "FP": 39607, + "IoU": 0.518738195433911, + "TN": 2187479, + "TP": 46965, + "n_pred": 86572, + "n_ref": 50930 + }, + "8": { + "Dice": 0.9629817352424742, + "FN": 1267, + "FP": 778, + "IoU": 0.9286063398966625, + "TN": 2249372, + "TP": 26599, + "n_pred": 27377, + "n_ref": 27866 + }, + "9": { + "Dice": 0.9154458770429934, + "FN": 4578, + "FP": 911, + "IoU": 0.844075788995256, + "TN": 2242813, + "TP": 29714, + "n_pred": 30625, + "n_ref": 34292 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0398.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0398.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9692332161097071, + "FN": 1392, + "FP": 349, + "IoU": 0.9403031134275134, + "TN": 1197460, + "TP": 27423, + "n_pred": 27772, + "n_ref": 28815 + }, + "10": { + "Dice": 0.0, + "FN": 2, + "FP": 0, + "IoU": 0.0, + "TN": 1226622, + "TP": 0, + "n_pred": 0, + "n_ref": 2 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5034013605442177, + "FN": 2610, + "FP": 18, + "IoU": 0.33636363636363636, + "TN": 1222664, + "TP": 1332, + "n_pred": 1350, + "n_ref": 3942 + }, + "14": { + "Dice": 0.835132255524158, + "FN": 523, + "FP": 6595, + "IoU": 0.7169331106338981, + "TN": 1201478, + "TP": 18028, + "n_pred": 24623, + "n_ref": 18551 + }, + "15": { + "Dice": 0.8155185277294206, + "FN": 2426, + "FP": 1283, + "IoU": 0.6885025615184346, + "TN": 1214717, + "TP": 8198, + "n_pred": 9481, + "n_ref": 10624 + }, + "2": { + "Dice": 0.8912397072278133, + "FN": 875, + "FP": 1027, + "IoU": 0.8038164002062919, + "TN": 1216929, + "TP": 7793, + "n_pred": 8820, + "n_ref": 8668 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.7468608739326972, + "FN": 467, + "FP": 541, + "IoU": 0.5959919839679358, + "TN": 1224129, + "TP": 1487, + "n_pred": 2028, + "n_ref": 1954 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9817758302583026, + "FN": 2434, + "FP": 5468, + "IoU": 0.9642040126658543, + "TN": 1005873, + "TP": 212849, + "n_pred": 218317, + "n_ref": 215283 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 467, + "IoU": 0.0, + "TN": 1226157, + "TP": 0, + "n_pred": 467, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0400.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0400.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6301791405648972, + "FN": 3174, + "FP": 191, + "IoU": 0.46004492939666236, + "TN": 2271784, + "TP": 2867, + "n_pred": 3058, + "n_ref": 6041 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 20893, + "IoU": 0.0, + "TN": 2257123, + "TP": 0, + "n_pred": 20893, + "n_ref": 0 + }, + "15": { + "Dice": 0.8984336518569599, + "FN": 768, + "FP": 263, + "IoU": 0.8155964943659453, + "TN": 2272425, + "TP": 4560, + "n_pred": 4823, + "n_ref": 5328 + }, + "2": { + "Dice": 0.9052735337604731, + "FN": 1813, + "FP": 109, + "IoU": 0.826940392580587, + "TN": 2266910, + "TP": 9184, + "n_pred": 9293, + "n_ref": 10997 + }, + "3": { + "Dice": 0.9370076823856769, + "FN": 4485, + "FP": 3280, + "IoU": 0.8814811422989454, + "TN": 2212499, + "TP": 57752, + "n_pred": 61032, + "n_ref": 62237 + }, + "4": { + "Dice": 0.8748966087675765, + "FN": 396, + "FP": 814, + "IoU": 0.7776144091159714, + "TN": 2272575, + "TP": 4231, + "n_pred": 5045, + "n_ref": 4627 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9852978080368345, + "FN": 2449, + "FP": 2941, + "IoU": 0.9710216611738647, + "TN": 2092015, + "TP": 180611, + "n_pred": 183552, + "n_ref": 183060 + }, + "7": { + "Dice": 0.15401658090337336, + "FN": 47060, + "FP": 288, + "IoU": 0.08343335011034109, + "TN": 2226358, + "TP": 4310, + "n_pred": 4598, + "n_ref": 51370 + }, + "8": { + "Dice": 0.8091054313099042, + "FN": 420, + "FP": 58, + "IoU": 0.6794097920858484, + "TN": 2276525, + "TP": 1013, + "n_pred": 1071, + "n_ref": 1433 + }, + "9": { + "Dice": 0.9569390236099559, + "FN": 244, + "FP": 1102, + "IoU": 0.9174334437492332, + "TN": 2261714, + "TP": 14956, + "n_pred": 16058, + "n_ref": 15200 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0404.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0404.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": 0.5984736877788716, + "FN": 3422.1488888888885, + "FP": 4602.364444444444, + "IoU": 0.5105349934715273, + "TN": 2315230.9022222226, + "TP": 19012.31777777778, + "n_pred": 23614.682222222218, + "n_ref": 22434.466666666667 + }, + "mean": { + "1": { + "Dice": 0.62891042413568, + "FN": 1599.9333333333334, + "FP": 2976.3, + "IoU": 0.5568125239355418, + "TN": 2319139.0, + "TP": 18552.5, + "n_pred": 21528.8, + "n_ref": 20152.433333333334 + }, + "10": { + "Dice": 0.5675083081965849, + "FN": 1766.6666666666667, + "FP": 2145.9, + "IoU": 0.45971996628309647, + "TN": 2333045.033333333, + "TP": 5310.133333333333, + "n_pred": 7456.033333333334, + "n_ref": 7076.8 + }, + "11": { + "Dice": 0.3722551650223412, + "FN": 310.43333333333334, + "FP": 376.5, + "IoU": 0.2684798714344403, + "TN": 2341119.7333333334, + "TP": 461.06666666666666, + "n_pred": 837.5666666666667, + "n_ref": 771.5 + }, + "12": { + "Dice": 0.28360558703781846, + "FN": 170.36666666666667, + "FP": 104.46666666666667, + "IoU": 0.21535957675618395, + "TN": 2341788.6666666665, + "TP": 204.23333333333332, + "n_pred": 308.7, + "n_ref": 374.6 + }, + "13": { + "Dice": 0.39262120780461124, + "FN": 2726.1666666666665, + "FP": 1581.8333333333333, + "IoU": 0.2919224231168919, + "TN": 2333713.2333333334, + "TP": 4246.5, + "n_pred": 5828.333333333333, + "n_ref": 6972.666666666667 + }, + "14": { + "Dice": 0.5954323594874625, + "FN": 3076.7, + "FP": 5652.6, + "IoU": 0.5037573619012927, + "TN": 2321681.7333333334, + "TP": 11856.7, + "n_pred": 17509.3, + "n_ref": 14933.4 + }, + "15": { + "Dice": 0.6627785803619847, + "FN": 1404.8333333333333, + "FP": 2438.4, + "IoU": 0.5580240004151977, + "TN": 2331212.533333333, + "TP": 7211.966666666666, + "n_pred": 9650.366666666667, + "n_ref": 8616.8 + }, + "2": { + "Dice": 0.6774438934682497, + "FN": 2155.4, + "FP": 1942.2333333333333, + "IoU": 0.6155453628609996, + "TN": 2322043.2333333334, + "TP": 16126.866666666667, + "n_pred": 18069.1, + "n_ref": 18282.266666666666 + }, + "3": { + "Dice": 0.6558505113285391, + "FN": 5749.833333333333, + "FP": 5158.166666666667, + "IoU": 0.5968342781311273, + "TN": 2312358.5, + "TP": 19001.233333333334, + "n_pred": 24159.4, + "n_ref": 24751.066666666666 + }, + "4": { + "Dice": 0.49661550217671513, + "FN": 4172.466666666666, + "FP": 650.0, + "IoU": 0.4014291370605575, + "TN": 2333325.1666666665, + "TP": 4120.1, + "n_pred": 4770.1, + "n_ref": 8292.566666666668 + }, + "5": { + "Dice": 0.39851960994406554, + "FN": 870.7333333333333, + "FP": 597.6, + "IoU": 0.30604746942740313, + "TN": 2339562.0, + "TP": 1237.4, + "n_pred": 1835.0, + "n_ref": 2108.133333333333 + }, + "6": { + "Dice": 0.887615334928672, + "FN": 7073.5, + "FP": 26698.466666666667, + "IoU": 0.8205742272957711, + "TN": 2176556.0, + "TP": 131939.76666666666, + "n_pred": 158638.23333333334, + "n_ref": 139013.26666666666 + }, + "7": { + "Dice": 0.7268096384144264, + "FN": 17275.5, + "FP": 16256.566666666668, + "IoU": 0.6363346680759931, + "TN": 2261643.533333333, + "TP": 47092.13333333333, + "n_pred": 63348.7, + "n_ref": 64367.63333333333 + }, + "8": { + "Dice": 0.8746765505481183, + "FN": 1131.8333333333333, + "FP": 709.0666666666667, + "IoU": 0.7934912649228687, + "TN": 2329947.2, + "TP": 10479.633333333333, + "n_pred": 11188.7, + "n_ref": 11611.466666666667 + }, + "9": { + "Dice": 0.7564626438278038, + "FN": 1847.8666666666666, + "FP": 1747.3666666666666, + "IoU": 0.6336927704555443, + "TN": 2331327.966666667, + "TP": 7344.533333333334, + "n_pred": 9091.9, + "n_ref": 9192.4 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.8268244575936884, + "FN": 358, + "FP": 81, + "IoU": 0.7047747141896435, + "TN": 2276529, + "TP": 1048, + "n_pred": 1129, + "n_ref": 1406 + }, + "10": { + "Dice": 0.4876325088339223, + "FN": 239, + "FP": 1211, + "IoU": 0.32242990654205606, + "TN": 2275876, + "TP": 690, + "n_pred": 1901, + "n_ref": 929 + }, + "11": { + "Dice": 0.26830249396621075, + "FN": 1420, + "FP": 2218, + "IoU": 0.15493612078977934, + "TN": 2273711, + "TP": 667, + "n_pred": 2885, + "n_ref": 2087 + }, + "12": { + "Dice": 0.0, + "FN": 113, + "FP": 604, + "IoU": 0.0, + "TN": 2277299, + "TP": 0, + "n_pred": 604, + "n_ref": 113 + }, + "13": { + "Dice": 0.0, + "FN": 2018, + "FP": 19, + "IoU": 0.0, + "TN": 2275979, + "TP": 0, + "n_pred": 19, + "n_ref": 2018 + }, + "14": { + "Dice": 0.42896935933147634, + "FN": 205, + "FP": 0, + "IoU": 0.2730496453900709, + "TN": 2277734, + "TP": 77, + "n_pred": 77, + "n_ref": 282 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 77, + "FP": 3406, + "IoU": 0.0, + "TN": 2274533, + "TP": 0, + "n_pred": 3406, + "n_ref": 77 + }, + "3": { + "Dice": 0.039834128308261045, + "FN": 138591, + "FP": 104, + "IoU": 0.020321815048173368, + "TN": 2136444, + "TP": 2877, + "n_pred": 2981, + "n_ref": 141468 + }, + "4": { + "Dice": 0.597242206235012, + "FN": 6439, + "FP": 279, + "IoU": 0.42576288571672793, + "TN": 2266317, + "TP": 4981, + "n_pred": 5260, + "n_ref": 11420 + }, + "5": { + "Dice": 0.08, + "FN": 16, + "FP": 76, + "IoU": 0.041666666666666664, + "TN": 2277920, + "TP": 4, + "n_pred": 80, + "n_ref": 20 + }, + "6": { + "Dice": 0.7513790479251651, + "FN": 5256, + "FP": 99940, + "IoU": 0.6017671309107842, + "TN": 2013859, + "TP": 158961, + "n_pred": 258901, + "n_ref": 164217 + }, + "7": { + "Dice": 0.05784564465172258, + "FN": 14509, + "FP": 35591, + "IoU": 0.02978426739997676, + "TN": 2226378, + "TP": 1538, + "n_pred": 37129, + "n_ref": 16047 + }, + "8": { + "Dice": 0.9152176798513406, + "FN": 911, + "FP": 4199, + "IoU": 0.8436878651616653, + "TN": 2245325, + "TP": 27581, + "n_pred": 31780, + "n_ref": 28492 + }, + "9": { + "Dice": 0.7168677617870814, + "FN": 3040, + "FP": 2803, + "IoU": 0.5586858006042296, + "TN": 2264776, + "TP": 7397, + "n_pred": 10200, + "n_ref": 10437 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0005.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0005.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8651213794146563, + "FN": 12948, + "FP": 1320, + "IoU": 0.7623030020324526, + "TN": 2743686, + "TP": 45758, + "n_pred": 47078, + "n_ref": 58706 + }, + "10": { + "Dice": 0.6227371469949312, + "FN": 16, + "FP": 505, + "IoU": 0.45215562565720296, + "TN": 2802761, + "TP": 430, + "n_pred": 935, + "n_ref": 446 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.854586129753915, + "FN": 33, + "FP": 32, + "IoU": 0.74609375, + "TN": 2803456, + "TP": 191, + "n_pred": 223, + "n_ref": 224 + }, + "13": { + "Dice": 0.37101259610665793, + "FN": 62, + "FP": 3783, + "IoU": 0.22775657762602933, + "TN": 2798733, + "TP": 1134, + "n_pred": 4917, + "n_ref": 1196 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.014778325123152709, + "FN": 400, + "FP": 0, + "IoU": 0.007444168734491315, + "TN": 2803309, + "TP": 3, + "n_pred": 3, + "n_ref": 403 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 145, + "IoU": 0.0, + "TN": 2803567, + "TP": 0, + "n_pred": 145, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8893290218270008, + "FN": 1384, + "FP": 1354, + "IoU": 0.8007132979110562, + "TN": 2789973, + "TP": 11001, + "n_pred": 12355, + "n_ref": 12385 + }, + "5": { + "Dice": 0.5841455490578298, + "FN": 1040, + "FP": 240, + "IoU": 0.4125745754933456, + "TN": 2801533, + "TP": 899, + "n_pred": 1139, + "n_ref": 1939 + }, + "6": { + "Dice": 0.964652309507032, + "FN": 14716, + "FP": 5901, + "IoU": 0.9317182221633437, + "TN": 2501772, + "TP": 281323, + "n_pred": 287224, + "n_ref": 296039 + }, + "7": { + "Dice": 0.9339040910322406, + "FN": 1730, + "FP": 10468, + "IoU": 0.8760038221481286, + "TN": 2705338, + "TP": 86176, + "n_pred": 96644, + "n_ref": 87906 + }, + "8": { + "Dice": 0.7938461538461539, + "FN": 29, + "FP": 38, + "IoU": 0.6581632653061225, + "TN": 2803516, + "TP": 129, + "n_pred": 167, + "n_ref": 158 + }, + "9": { + "Dice": 0.7639747620755871, + "FN": 3413, + "FP": 7772, + "IoU": 0.6180899375149383, + "TN": 2774425, + "TP": 18102, + "n_pred": 25874, + "n_ref": 21515 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0007.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0007.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7773423385863977, + "FN": 2150, + "FP": 5861, + "IoU": 0.6357808592862014, + "TN": 1905557, + "TP": 13984, + "n_pred": 19845, + "n_ref": 16134 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6267304955362919, + "FN": 4524, + "FP": 1246, + "IoU": 0.4563783681929527, + "TN": 1916938, + "TP": 4844, + "n_pred": 6090, + "n_ref": 9368 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.7983822042467138, + "FN": 7728, + "FP": 248, + "IoU": 0.6644227532817233, + "TN": 1903784, + "TP": 15792, + "n_pred": 16040, + "n_ref": 23520 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9446831036097482, + "FN": 476, + "FP": 4958, + "IoU": 0.8951653354940773, + "TN": 1875718, + "TP": 46400, + "n_pred": 51358, + "n_ref": 46876 + }, + "4": { + "Dice": 0.0, + "FN": 251, + "FP": 0, + "IoU": 0.0, + "TN": 1927301, + "TP": 0, + "n_pred": 0, + "n_ref": 251 + }, + "5": { + "Dice": 0.0, + "FN": 9, + "FP": 0, + "IoU": 0.0, + "TN": 1927543, + "TP": 0, + "n_pred": 0, + "n_ref": 9 + }, + "6": { + "Dice": 0.763669846991752, + "FN": 10817, + "FP": 1246, + "IoU": 0.617690869330967, + "TN": 1895999, + "TP": 19490, + "n_pred": 20736, + "n_ref": 30307 + }, + "7": { + "Dice": 0.9331309130913091, + "FN": 1984, + "FP": 13212, + "IoU": 0.8746442506785016, + "TN": 1806329, + "TP": 106027, + "n_pred": 119239, + "n_ref": 108011 + }, + "8": { + "Dice": 0.863111599780099, + "FN": 188, + "FP": 1057, + "IoU": 0.7591876208897486, + "TN": 1922382, + "TP": 3925, + "n_pred": 4982, + "n_ref": 4113 + }, + "9": { + "Dice": 0.6105984708673873, + "FN": 378, + "FP": 1099, + "IoU": 0.4394686907020873, + "TN": 1924917, + "TP": 1158, + "n_pred": 2257, + "n_ref": 1536 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0014.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0014.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9335735194775951, + "FN": 76, + "FP": 219, + "IoU": 0.8754222972972973, + "TN": 1399488, + "TP": 2073, + "n_pred": 2292, + "n_ref": 2149 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0391304347826087, + "FN": 881, + "FP": 3, + "IoU": 0.019955654101995565, + "TN": 1400954, + "TP": 18, + "n_pred": 21, + "n_ref": 899 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.025336500395882817, + "FN": 1004, + "FP": 227, + "IoU": 0.012830793905372895, + "TN": 1400609, + "TP": 16, + "n_pred": 243, + "n_ref": 1020 + }, + "14": { + "Dice": 0.7946572536715039, + "FN": 440, + "FP": 18408, + "IoU": 0.659279077334683, + "TN": 1346538, + "TP": 36470, + "n_pred": 54878, + "n_ref": 36910 + }, + "15": { + "Dice": 0.6116504854368932, + "FN": 7687, + "FP": 1593, + "IoU": 0.4405594405594406, + "TN": 1385268, + "TP": 7308, + "n_pred": 8901, + "n_ref": 14995 + }, + "2": { + "Dice": 0.8963658494174926, + "FN": 9491, + "FP": 6005, + "IoU": 0.8121947376713408, + "TN": 1319345, + "TP": 67015, + "n_pred": 73020, + "n_ref": 76506 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 56076, + "IoU": 0.0, + "TN": 1345780, + "TP": 0, + "n_pred": 56076, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9656184486373166, + "FN": 1058, + "FP": 2714, + "IoU": 0.9335224969598703, + "TN": 1345115, + "TP": 52969, + "n_pred": 55683, + "n_ref": 54027 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8717948717948718, + "FN": 2, + "FP": 3, + "IoU": 0.7727272727272727, + "TN": 1401834, + "TP": 17, + "n_pred": 20, + "n_ref": 19 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0016.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0016.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3968974250738708, + "FN": 987, + "FP": 10443, + "IoU": 0.24758080442367192, + "TN": 3839913, + "TP": 3761, + "n_pred": 14204, + "n_ref": 4748 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 8461, + "IoU": 0.0, + "TN": 3846643, + "TP": 0, + "n_pred": 8461, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3855104, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3855104, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 234, + "FP": 1084, + "IoU": 0.0, + "TN": 3853786, + "TP": 0, + "n_pred": 1084, + "n_ref": 234 + }, + "14": { + "Dice": 0.01750505858547833, + "FN": 1710, + "FP": 60927, + "IoU": 0.008829812485164965, + "TN": 3791909, + "TP": 558, + "n_pred": 61485, + "n_ref": 2268 + }, + "15": { + "Dice": 0.7767016135637644, + "FN": 2187, + "FP": 19623, + "IoU": 0.6349240889841148, + "TN": 3795363, + "TP": 37931, + "n_pred": 57554, + "n_ref": 40118 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3855104, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 14815, + "IoU": 0.0, + "TN": 3840289, + "TP": 0, + "n_pred": 14815, + "n_ref": 0 + }, + "4": { + "Dice": 0.31170886075949367, + "FN": 867, + "FP": 3, + "IoU": 0.1846298031865042, + "TN": 3854037, + "TP": 197, + "n_pred": 200, + "n_ref": 1064 + }, + "5": { + "Dice": 0.14035087719298245, + "FN": 209, + "FP": 36, + "IoU": 0.07547169811320754, + "TN": 3854839, + "TP": 20, + "n_pred": 56, + "n_ref": 229 + }, + "6": { + "Dice": 0.6585365853658537, + "FN": 4391, + "FP": 93609, + "IoU": 0.4909090909090909, + "TN": 3662604, + "TP": 94500, + "n_pred": 188109, + "n_ref": 98891 + }, + "7": { + "Dice": 0.648405296488198, + "FN": 1395, + "FP": 90213, + "IoU": 0.4797335287001857, + "TN": 3679025, + "TP": 84471, + "n_pred": 174684, + "n_ref": 85866 + }, + "8": { + "Dice": 0.8307474730668442, + "FN": 2877, + "FP": 1192, + "IoU": 0.7104944859480612, + "TN": 3841049, + "TP": 9986, + "n_pred": 11178, + "n_ref": 12863 + }, + "9": { + "Dice": 0.5, + "FN": 5735, + "FP": 2157, + "IoU": 0.3333333333333333, + "TN": 3843266, + "TP": 3946, + "n_pred": 6103, + "n_ref": 9681 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0052.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0052.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9083130997803214, + "FN": 436, + "FP": 357, + "IoU": 0.8320271128998094, + "TN": 1397135, + "TP": 3928, + "n_pred": 4285, + "n_ref": 4364 + }, + "11": { + "Dice": 0.731733767114003, + "FN": 349, + "FP": 1630, + "IoU": 0.5769559640872167, + "TN": 1397178, + "TP": 2699, + "n_pred": 4329, + "n_ref": 3048 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5914529914529915, + "FN": 1177, + "FP": 18, + "IoU": 0.4199029126213592, + "TN": 1399796, + "TP": 865, + "n_pred": 883, + "n_ref": 2042 + }, + "14": { + "Dice": 0.7956819080992483, + "FN": 5608, + "FP": 1622, + "IoU": 0.6606908203491646, + "TN": 1380548, + "TP": 14078, + "n_pred": 15700, + "n_ref": 19686 + }, + "15": { + "Dice": 0.9169198500948474, + "FN": 2319, + "FP": 3068, + "IoU": 0.8465854075297602, + "TN": 1366742, + "TP": 29727, + "n_pred": 32795, + "n_ref": 32046 + }, + "2": { + "Dice": 0.918751612071189, + "FN": 185, + "FP": 130, + "IoU": 0.8497137404580153, + "TN": 1399760, + "TP": 1781, + "n_pred": 1911, + "n_ref": 1966 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 15, + "FP": 0, + "IoU": 0.0, + "TN": 1401841, + "TP": 0, + "n_pred": 0, + "n_ref": 15 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9767433091056497, + "FN": 3743, + "FP": 3658, + "IoU": 0.9545437794811321, + "TN": 1239040, + "TP": 155415, + "n_pred": 159073, + "n_ref": 159158 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1335, + "IoU": 0.0, + "TN": 1400521, + "TP": 0, + "n_pred": 1335, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.6196233894945491, + "FN": 26, + "FP": 1893, + "IoU": 0.4488799540493969, + "TN": 1398374, + "TP": 1563, + "n_pred": 3456, + "n_ref": 1589 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0059.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0059.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8673903788846318, + "FN": 3172, + "FP": 566, + "IoU": 0.7658334899454989, + "TN": 2086821, + "TP": 12225, + "n_pred": 12791, + "n_ref": 15397 + }, + "10": { + "Dice": 0.5705304518664047, + "FN": 7274, + "FP": 377, + "IoU": 0.39912039582188014, + "TN": 2090051, + "TP": 5082, + "n_pred": 5459, + "n_ref": 12356 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 401, + "IoU": 0.0, + "TN": 2102383, + "TP": 0, + "n_pred": 401, + "n_ref": 0 + }, + "12": { + "Dice": 0.021208907741251327, + "FN": 892, + "FP": 31, + "IoU": 0.010718113612004287, + "TN": 2101851, + "TP": 10, + "n_pred": 41, + "n_ref": 902 + }, + "13": { + "Dice": 0.029224686264397455, + "FN": 9, + "FP": 5638, + "IoU": 0.014829030006978368, + "TN": 2097052, + "TP": 85, + "n_pred": 5723, + "n_ref": 94 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9268945634266886, + "FN": 1381, + "FP": 2169, + "IoU": 0.8637497601228171, + "TN": 2076729, + "TP": 22505, + "n_pred": 24674, + "n_ref": 23886 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.435279455949921, + "FN": 3269, + "FP": 312115, + "IoU": 0.27818351181307804, + "TN": 1665853, + "TP": 121547, + "n_pred": 433662, + "n_ref": 124816 + }, + "7": { + "Dice": 0.15048129978256833, + "FN": 310975, + "FP": 27, + "IoU": 0.08136241053679401, + "TN": 1764237, + "TP": 27545, + "n_pred": 27572, + "n_ref": 338520 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0069.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0069.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 170, + "IoU": 0.0, + "TN": 1401686, + "TP": 0, + "n_pred": 170, + "n_ref": 0 + }, + "10": { + "Dice": 0.8224043715846995, + "FN": 178, + "FP": 212, + "IoU": 0.6983758700696056, + "TN": 1400563, + "TP": 903, + "n_pred": 1115, + "n_ref": 1081 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 14, + "IoU": 0.0, + "TN": 1401842, + "TP": 0, + "n_pred": 14, + "n_ref": 0 + }, + "13": { + "Dice": 0.5202928870292887, + "FN": 648, + "FP": 3938, + "IoU": 0.35161883217870776, + "TN": 1394783, + "TP": 2487, + "n_pred": 6425, + "n_ref": 3135 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7972350230414746, + "FN": 9, + "FP": 79, + "IoU": 0.6628352490421456, + "TN": 1401595, + "TP": 173, + "n_pred": 252, + "n_ref": 182 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.641285030758715, + "FN": 2674, + "FP": 2574, + "IoU": 0.47197907234128184, + "TN": 1391917, + "TP": 4691, + "n_pred": 7265, + "n_ref": 7365 + }, + "6": { + "Dice": 0.8931208039304792, + "FN": 6824, + "FP": 5641, + "IoU": 0.806881913673969, + "TN": 1337310, + "TP": 52081, + "n_pred": 57722, + "n_ref": 58905 + }, + "7": { + "Dice": 0.9223949453414904, + "FN": 1990, + "FP": 9617, + "IoU": 0.8559675377857197, + "TN": 1321270, + "TP": 68979, + "n_pred": 78596, + "n_ref": 70969 + }, + "8": { + "Dice": 0.9226771119731837, + "FN": 1373, + "FP": 680, + "IoU": 0.8564536428471542, + "TN": 1387554, + "TP": 12249, + "n_pred": 12929, + "n_ref": 13622 + }, + "9": { + "Dice": 0.8607094170163856, + "FN": 2124, + "FP": 3087, + "IoU": 0.7554783914410398, + "TN": 1380545, + "TP": 16100, + "n_pred": 19187, + "n_ref": 18224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0072.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0072.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9589213761752247, + "FN": 1495, + "FP": 2481, + "IoU": 0.9210844927852648, + "TN": 1701937, + "TP": 46407, + "n_pred": 48888, + "n_ref": 47902 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 1752318, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 115, + "IoU": 0.0, + "TN": 1752205, + "TP": 0, + "n_pred": 115, + "n_ref": 0 + }, + "3": { + "Dice": 0.8157377049180328, + "FN": 439, + "FP": 123, + "IoU": 0.6888150609080842, + "TN": 1750514, + "TP": 1244, + "n_pred": 1367, + "n_ref": 1683 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7712537569772434, + "FN": 503, + "FP": 3759, + "IoU": 0.6276753734602952, + "TN": 1740873, + "TP": 7185, + "n_pred": 10944, + "n_ref": 7688 + }, + "6": { + "Dice": 0.9510574336796582, + "FN": 2583, + "FP": 8553, + "IoU": 0.9066820855749409, + "TN": 1632986, + "TP": 108198, + "n_pred": 116751, + "n_ref": 110781 + }, + "7": { + "Dice": 0.8945926499889307, + "FN": 3219, + "FP": 4399, + "IoU": 0.8092877706846915, + "TN": 1712375, + "TP": 32327, + "n_pred": 36726, + "n_ref": 35546 + }, + "8": { + "Dice": 0.9279004588992578, + "FN": 1877, + "FP": 464, + "IoU": 0.8654984199942545, + "TN": 1734915, + "TP": 15064, + "n_pred": 15528, + "n_ref": 16941 + }, + "9": { + "Dice": 0.7448433919022154, + "FN": 572, + "FP": 96, + "IoU": 0.5934266585514303, + "TN": 1750677, + "TP": 975, + "n_pred": 1071, + "n_ref": 1547 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0081.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0081.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8939113703651009, + "FN": 13363, + "FP": 2296, + "IoU": 0.8081733655106516, + "TN": 2897313, + "TP": 65972, + "n_pred": 68268, + "n_ref": 79335 + }, + "10": { + "Dice": 0.4796747967479675, + "FN": 118, + "FP": 10, + "IoU": 0.3155080213903743, + "TN": 2978757, + "TP": 59, + "n_pred": 69, + "n_ref": 177 + }, + "11": { + "Dice": 0.4678106050832151, + "FN": 2263, + "FP": 1862, + "IoU": 0.30532165712361065, + "TN": 2973006, + "TP": 1813, + "n_pred": 3675, + "n_ref": 4076 + }, + "12": { + "Dice": 0.0, + "FN": 7, + "FP": 66, + "IoU": 0.0, + "TN": 2978871, + "TP": 0, + "n_pred": 66, + "n_ref": 7 + }, + "13": { + "Dice": 0.3094671033045549, + "FN": 8653, + "FP": 625, + "IoU": 0.18305890640133837, + "TN": 2967587, + "TP": 2079, + "n_pred": 2704, + "n_ref": 10732 + }, + "14": { + "Dice": 0.5734449037201331, + "FN": 16344, + "FP": 580, + "IoU": 0.40197879858657243, + "TN": 2950644, + "TP": 11376, + "n_pred": 11956, + "n_ref": 27720 + }, + "15": { + "Dice": 0.6724816567235823, + "FN": 10112, + "FP": 13769, + "IoU": 0.5065705194429522, + "TN": 2930546, + "TP": 24517, + "n_pred": 38286, + "n_ref": 34629 + }, + "2": { + "Dice": 0.9001617486338798, + "FN": 9490, + "FP": 1929, + "IoU": 0.8184492106141787, + "TN": 2916047, + "TP": 51478, + "n_pred": 53407, + "n_ref": 60968 + }, + "3": { + "Dice": 0.9144385359330783, + "FN": 2362, + "FP": 11395, + "IoU": 0.8423645884658134, + "TN": 2891673, + "TP": 73514, + "n_pred": 84909, + "n_ref": 75876 + }, + "4": { + "Dice": 0.4472078295912493, + "FN": 7448, + "FP": 6955, + "IoU": 0.2880023728310841, + "TN": 2958715, + "TP": 5826, + "n_pred": 12781, + "n_ref": 13274 + }, + "5": { + "Dice": 0.7596547024079964, + "FN": 26, + "FP": 503, + "IoU": 0.6124542124542125, + "TN": 2977579, + "TP": 836, + "n_pred": 1339, + "n_ref": 862 + }, + "6": { + "Dice": 0.9023526730420776, + "FN": 35773, + "FP": 58912, + "IoU": 0.8220788689413613, + "TN": 2446770, + "TP": 437489, + "n_pred": 496401, + "n_ref": 473262 + }, + "7": { + "Dice": 0.8780762106377349, + "FN": 1848, + "FP": 9210, + "IoU": 0.782652279025886, + "TN": 2928067, + "TP": 39819, + "n_pred": 49029, + "n_ref": 41667 + }, + "8": { + "Dice": 0.9203513473276761, + "FN": 954, + "FP": 651, + "IoU": 0.8524544953116382, + "TN": 2968066, + "TP": 9273, + "n_pred": 9924, + "n_ref": 10227 + }, + "9": { + "Dice": 0.8607083992061624, + "FN": 2298, + "FP": 5984, + "IoU": 0.755476823147328, + "TN": 2945074, + "TP": 25588, + "n_pred": 31572, + "n_ref": 27886 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0083.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0083.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9159559175850503, + "FN": 453, + "FP": 424, + "IoU": 0.8449434229137199, + "TN": 1571432, + "TP": 4779, + "n_pred": 5203, + "n_ref": 5232 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.11475409836065574, + "FN": 108, + "FP": 0, + "IoU": 0.06086956521739131, + "TN": 1576973, + "TP": 7, + "n_pred": 7, + "n_ref": 115 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.942859163896159, + "FN": 5291, + "FP": 2787, + "IoU": 0.8918955088057384, + "TN": 1502364, + "TP": 66646, + "n_pred": 69433, + "n_ref": 71937 + }, + "15": { + "Dice": 0.9014841118091597, + "FN": 1481, + "FP": 683, + "IoU": 0.820638209697472, + "TN": 1565023, + "TP": 9901, + "n_pred": 10584, + "n_ref": 11382 + }, + "2": { + "Dice": 0.8679245283018868, + "FN": 83, + "FP": 78, + "IoU": 0.7666666666666667, + "TN": 1576398, + "TP": 529, + "n_pred": 607, + "n_ref": 612 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.753359341135674, + "FN": 929, + "FP": 778, + "IoU": 0.6043115438108484, + "TN": 1572774, + "TP": 2607, + "n_pred": 3385, + "n_ref": 3536 + }, + "6": { + "Dice": 0.9502992364311756, + "FN": 353, + "FP": 2537, + "IoU": 0.9053048920344703, + "TN": 1546569, + "TP": 27629, + "n_pred": 30166, + "n_ref": 27982 + }, + "7": { + "Dice": 0.9314832235810598, + "FN": 116, + "FP": 2506, + "IoU": 0.8717534849596479, + "TN": 1556643, + "TP": 17823, + "n_pred": 20329, + "n_ref": 17939 + }, + "8": { + "Dice": 0.9352886681252833, + "FN": 1325, + "FP": 1958, + "IoU": 0.8784434241706162, + "TN": 1550080, + "TP": 23725, + "n_pred": 25683, + "n_ref": 25050 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0094.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0094.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8727868852459016, + "FN": 255, + "FP": 133, + "IoU": 0.7742873763816173, + "TN": 1750601, + "TP": 1331, + "n_pred": 1464, + "n_ref": 1586 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.7075664621676891, + "FN": 115, + "FP": 28, + "IoU": 0.5474683544303798, + "TN": 1752004, + "TP": 173, + "n_pred": 201, + "n_ref": 288 + }, + "15": { + "Dice": 0.8557830658550083, + "FN": 602, + "FP": 701, + "IoU": 0.7479202940607468, + "TN": 1747151, + "TP": 3866, + "n_pred": 4567, + "n_ref": 4468 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 96, + "IoU": 0.0, + "TN": 1752224, + "TP": 0, + "n_pred": 96, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9061134826131456, + "FN": 2580, + "FP": 1181, + "IoU": 0.8283432222729348, + "TN": 1730410, + "TP": 18149, + "n_pred": 19330, + "n_ref": 20729 + }, + "7": { + "Dice": 0.7897505242771851, + "FN": 51505, + "FP": 3536, + "IoU": 0.6525518416816589, + "TN": 1593905, + "TP": 103374, + "n_pred": 106910, + "n_ref": 154879 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0103.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0103.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.49382716049382713, + "FN": 0, + "FP": 41, + "IoU": 0.32786885245901637, + "TN": 2102723, + "TP": 20, + "n_pred": 61, + "n_ref": 20 + }, + "10": { + "Dice": 0.8981804103755323, + "FN": 218, + "FP": 45, + "IoU": 0.8151791988756149, + "TN": 2101361, + "TP": 1160, + "n_pred": 1205, + "n_ref": 1378 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 2102778, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "12": { + "Dice": 0.6217552533992583, + "FN": 584, + "FP": 28, + "IoU": 0.45112107623318387, + "TN": 2101669, + "TP": 503, + "n_pred": 531, + "n_ref": 1087 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8113946355152385, + "FN": 4347, + "FP": 1433, + "IoU": 0.6826442650853786, + "TN": 2084571, + "TP": 12433, + "n_pred": 13866, + "n_ref": 16780 + }, + "15": { + "Dice": 0.6803091324697943, + "FN": 52, + "FP": 2885, + "IoU": 0.5155064335202904, + "TN": 2096722, + "TP": 3125, + "n_pred": 6010, + "n_ref": 3177 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9558086922008335, + "FN": 2163, + "FP": 3404, + "IoU": 0.9153578324793602, + "TN": 2037013, + "TP": 60204, + "n_pred": 63608, + "n_ref": 62367 + }, + "4": { + "Dice": 0.5494028230184582, + "FN": 683, + "FP": 147, + "IoU": 0.3787425149700599, + "TN": 2101448, + "TP": 506, + "n_pred": 653, + "n_ref": 1189 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9825506456869088, + "FN": 1219, + "FP": 1651, + "IoU": 0.9656998075842864, + "TN": 2019111, + "TP": 80803, + "n_pred": 82454, + "n_ref": 82022 + }, + "7": { + "Dice": 0.43753164860586224, + "FN": 24580, + "FP": 80943, + "IoU": 0.28002592706307783, + "TN": 1956219, + "TP": 41042, + "n_pred": 121985, + "n_ref": 65622 + }, + "8": { + "Dice": 0.8486146095717884, + "FN": 2020, + "FP": 384, + "IoU": 0.7370378472981842, + "TN": 2093642, + "TP": 6738, + "n_pred": 7122, + "n_ref": 8758 + }, + "9": { + "Dice": 0.7893443682917367, + "FN": 1478, + "FP": 151, + "IoU": 0.651997436445204, + "TN": 2098103, + "TP": 3052, + "n_pred": 3203, + "n_ref": 4530 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0105.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0105.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9351989153921112, + "FN": 1827, + "FP": 4291, + "IoU": 0.8782850890281508, + "TN": 2227751, + "TP": 44147, + "n_pred": 48438, + "n_ref": 45974 + }, + "10": { + "Dice": 0.6730009501425214, + "FN": 5369, + "FP": 1170, + "IoU": 0.5071600844136268, + "TN": 2264748, + "TP": 6729, + "n_pred": 7899, + "n_ref": 12098 + }, + "11": { + "Dice": 0.48242887879512314, + "FN": 707, + "FP": 1458, + "IoU": 0.31789540012602396, + "TN": 2274842, + "TP": 1009, + "n_pred": 2467, + "n_ref": 1716 + }, + "12": { + "Dice": 0.49144634525660963, + "FN": 596, + "FP": 58, + "IoU": 0.32577319587628867, + "TN": 2277046, + "TP": 316, + "n_pred": 374, + "n_ref": 912 + }, + "13": { + "Dice": 0.47753683958308374, + "FN": 975, + "FP": 7747, + "IoU": 0.31366068618193266, + "TN": 2265308, + "TP": 3986, + "n_pred": 11733, + "n_ref": 4961 + }, + "14": { + "Dice": 0.10305196846726208, + "FN": 5968, + "FP": 71061, + "IoU": 0.054325140570137744, + "TN": 2196562, + "TP": 4425, + "n_pred": 75486, + "n_ref": 10393 + }, + "15": { + "Dice": 0.8792975893019166, + "FN": 420, + "FP": 8227, + "IoU": 0.7845950726154, + "TN": 2237873, + "TP": 31496, + "n_pred": 39723, + "n_ref": 31916 + }, + "2": { + "Dice": 0.9301177949916369, + "FN": 2974, + "FP": 2917, + "IoU": 0.8693646745758953, + "TN": 2232921, + "TP": 39204, + "n_pred": 42121, + "n_ref": 42178 + }, + "3": { + "Dice": 0.9204652955397499, + "FN": 1049, + "FP": 3491, + "IoU": 0.8526500275875499, + "TN": 2247205, + "TP": 26271, + "n_pred": 29762, + "n_ref": 27320 + }, + "4": { + "Dice": 0.749419594490017, + "FN": 1062, + "FP": 2176, + "IoU": 0.5992574257425742, + "TN": 2269936, + "TP": 4842, + "n_pred": 7018, + "n_ref": 5904 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 190, + "IoU": 0.0, + "TN": 2277826, + "TP": 0, + "n_pred": 190, + "n_ref": 0 + }, + "6": { + "Dice": 0.9860396606150872, + "FN": 1333, + "FP": 3766, + "IoU": 0.9724637368097033, + "TN": 2092842, + "TP": 180075, + "n_pred": 183841, + "n_ref": 181408 + }, + "7": { + "Dice": 0.8947388530164674, + "FN": 1024, + "FP": 1731, + "IoU": 0.8095271017699115, + "TN": 2263552, + "TP": 11709, + "n_pred": 13440, + "n_ref": 12733 + }, + "8": { + "Dice": 0.5509499136442142, + "FN": 1, + "FP": 519, + "IoU": 0.3802145411203814, + "TN": 2277177, + "TP": 319, + "n_pred": 838, + "n_ref": 320 + }, + "9": { + "Dice": 0.7961145703611457, + "FN": 2704, + "FP": 1389, + "IoU": 0.6612876530950017, + "TN": 2265932, + "TP": 7991, + "n_pred": 9380, + "n_ref": 10695 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0109.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0109.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9798369516528802, + "FN": 5824, + "FP": 928, + "IoU": 0.9604709298581473, + "TN": 2983365, + "TP": 164059, + "n_pred": 164987, + "n_ref": 169883 + }, + "10": { + "Dice": 0.7627296430605088, + "FN": 3394, + "FP": 4523, + "IoU": 0.6164615831799244, + "TN": 3133534, + "TP": 12725, + "n_pred": 17248, + "n_ref": 16119 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.27205882352941174, + "FN": 312, + "FP": 84, + "IoU": 0.1574468085106383, + "TN": 3153706, + "TP": 74, + "n_pred": 158, + "n_ref": 386 + }, + "13": { + "Dice": 0.4491017964071856, + "FN": 824, + "FP": 2120, + "IoU": 0.28957528957528955, + "TN": 3150032, + "TP": 1200, + "n_pred": 3320, + "n_ref": 2024 + }, + "14": { + "Dice": 0.40816326530612246, + "FN": 1778, + "FP": 78, + "IoU": 0.2564102564102564, + "TN": 3151680, + "TP": 640, + "n_pred": 718, + "n_ref": 2418 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 9054, + "IoU": 0.0, + "TN": 3145122, + "TP": 0, + "n_pred": 9054, + "n_ref": 0 + }, + "2": { + "Dice": 0.9037870364314213, + "FN": 7876, + "FP": 2421, + "IoU": 0.8244630071599045, + "TN": 3095516, + "TP": 48363, + "n_pred": 50784, + "n_ref": 56239 + }, + "3": { + "Dice": 0.8705824248189069, + "FN": 5622, + "FP": 8528, + "IoU": 0.7708242229888408, + "TN": 3092433, + "TP": 47593, + "n_pred": 56121, + "n_ref": 53215 + }, + "4": { + "Dice": 0.8825577522783009, + "FN": 3065, + "FP": 814, + "IoU": 0.7898016690148477, + "TN": 3135722, + "TP": 14575, + "n_pred": 15389, + "n_ref": 17640 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9399231150561672, + "FN": 4477, + "FP": 1946, + "IoU": 0.8866556081033388, + "TN": 3097508, + "TP": 50245, + "n_pred": 52191, + "n_ref": 54722 + }, + "7": { + "Dice": 0.7882833251802442, + "FN": 5701, + "FP": 40608, + "IoU": 0.6505508602475099, + "TN": 3021656, + "TP": 86211, + "n_pred": 126819, + "n_ref": 91912 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9758020761746301, + "FN": 132, + "FP": 537, + "IoU": 0.9527475632151434, + "TN": 3140018, + "TP": 13489, + "n_pred": 14026, + "n_ref": 13621 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0158.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0158.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9184430562229697, + "FN": 774, + "FP": 3469, + "IoU": 0.8491860382455392, + "TN": 2425114, + "TP": 23891, + "n_pred": 27360, + "n_ref": 24665 + }, + "10": { + "Dice": 0.8601725903173907, + "FN": 1975, + "FP": 3761, + "IoU": 0.7546516104196074, + "TN": 2429869, + "TP": 17643, + "n_pred": 21404, + "n_ref": 19618 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 30, + "IoU": 0.0, + "TN": 2453218, + "TP": 0, + "n_pred": 30, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 33, + "IoU": 0.0, + "TN": 2453215, + "TP": 0, + "n_pred": 33, + "n_ref": 0 + }, + "13": { + "Dice": 0.6287446937537902, + "FN": 11019, + "FP": 1225, + "IoU": 0.45851760127366, + "TN": 2430636, + "TP": 10368, + "n_pred": 11593, + "n_ref": 21387 + }, + "14": { + "Dice": 0.9565706171232471, + "FN": 1314, + "FP": 154, + "IoU": 0.916756450240998, + "TN": 2435613, + "TP": 16167, + "n_pred": 16321, + "n_ref": 17481 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.007027406886858749, + "FN": 6, + "FP": 4233, + "IoU": 0.003526093088857546, + "TN": 2448994, + "TP": 15, + "n_pred": 4248, + "n_ref": 21 + }, + "3": { + "Dice": 0.9309160026317713, + "FN": 5455, + "FP": 1160, + "IoU": 0.8707603938730853, + "TN": 2402064, + "TP": 44569, + "n_pred": 45729, + "n_ref": 50024 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7341016790499034, + "FN": 3526, + "FP": 1019, + "IoU": 0.5799057214160274, + "TN": 2442429, + "TP": 6274, + "n_pred": 7293, + "n_ref": 9800 + }, + "6": { + "Dice": 0.9583595641989803, + "FN": 8767, + "FP": 5917, + "IoU": 0.920048349949091, + "TN": 2269587, + "TP": 168977, + "n_pred": 174894, + "n_ref": 177744 + }, + "7": { + "Dice": 0.9012760641304024, + "FN": 1823, + "FP": 21410, + "IoU": 0.8202934647246738, + "TN": 2323965, + "TP": 106050, + "n_pred": 127460, + "n_ref": 107873 + }, + "8": { + "Dice": 0.9317024843773815, + "FN": 7078, + "FP": 1884, + "IoU": 0.8721376496269135, + "TN": 2383157, + "TP": 61129, + "n_pred": 63013, + "n_ref": 68207 + }, + "9": { + "Dice": 0.9342628263927109, + "FN": 2577, + "FP": 2798, + "IoU": 0.876635299518017, + "TN": 2409678, + "TP": 38195, + "n_pred": 40993, + "n_ref": 40772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0159.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0159.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9834691899903095, + "FN": 368, + "FP": 212, + "IoU": 0.9674760275893007, + "TN": 3311575, + "TP": 17253, + "n_pred": 17465, + "n_ref": 17621 + }, + "10": { + "Dice": 0.8805842970176506, + "FN": 1228, + "FP": 4658, + "IoU": 0.7866463679860809, + "TN": 3301820, + "TP": 21702, + "n_pred": 26360, + "n_ref": 22930 + }, + "11": { + "Dice": 0.7778464072472719, + "FN": 721, + "FP": 358, + "IoU": 0.636455525606469, + "TN": 3326440, + "TP": 1889, + "n_pred": 2247, + "n_ref": 2610 + }, + "12": { + "Dice": 0.6790697674418604, + "FN": 206, + "FP": 1, + "IoU": 0.5140845070422535, + "TN": 3328982, + "TP": 219, + "n_pred": 220, + "n_ref": 425 + }, + "13": { + "Dice": 0.88549537368435, + "FN": 3272, + "FP": 1047, + "IoU": 0.7945192444930776, + "TN": 3308389, + "TP": 16700, + "n_pred": 17747, + "n_ref": 19972 + }, + "14": { + "Dice": 0.2212534059945504, + "FN": 130, + "FP": 1299, + "IoU": 0.12438725490196079, + "TN": 3327776, + "TP": 203, + "n_pred": 1502, + "n_ref": 333 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9655002089745051, + "FN": 1781, + "FP": 1851, + "IoU": 0.9333015021853307, + "TN": 3274954, + "TP": 50822, + "n_pred": 52673, + "n_ref": 52603 + }, + "3": { + "Dice": 0.9722192979377946, + "FN": 552, + "FP": 1823, + "IoU": 0.9459404092595544, + "TN": 3285475, + "TP": 41558, + "n_pred": 43381, + "n_ref": 42110 + }, + "4": { + "Dice": 0.9204829857299671, + "FN": 3227, + "FP": 395, + "IoU": 0.8526803872122346, + "TN": 3304822, + "TP": 20964, + "n_pred": 21359, + "n_ref": 24191 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 298, + "IoU": 0.0, + "TN": 3329110, + "TP": 0, + "n_pred": 298, + "n_ref": 0 + }, + "6": { + "Dice": 0.9757099222272607, + "FN": 3134, + "FP": 8222, + "IoU": 0.9525718772448587, + "TN": 3089972, + "TP": 228080, + "n_pred": 236302, + "n_ref": 231214 + }, + "7": { + "Dice": 0.8661297026477494, + "FN": 7021, + "FP": 4896, + "IoU": 0.7638701751604977, + "TN": 3278940, + "TP": 38551, + "n_pred": 43447, + "n_ref": 45572 + }, + "8": { + "Dice": 0.8851627997660363, + "FN": 561, + "FP": 28, + "IoU": 0.7939839104582022, + "TN": 3326549, + "TP": 2270, + "n_pred": 2298, + "n_ref": 2831 + }, + "9": { + "Dice": 0.9502395718819356, + "FN": 613, + "FP": 1786, + "IoU": 0.9051966014621616, + "TN": 3304103, + "TP": 22906, + "n_pred": 24692, + "n_ref": 23519 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0170.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0170.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1908, + "IoU": 0.0, + "TN": 3502732, + "TP": 0, + "n_pred": 1908, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3504640, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3504640, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3504640, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3504640, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9829152139403736, + "FN": 1373, + "FP": 984, + "IoU": 0.9664044014937712, + "TN": 3434482, + "TP": 67801, + "n_pred": 68785, + "n_ref": 69174 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3504640, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3504640, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3504640, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9353665926075541, + "FN": 242, + "FP": 398, + "IoU": 0.8785809144374881, + "TN": 3499369, + "TP": 4631, + "n_pred": 5029, + "n_ref": 4873 + }, + "5": { + "Dice": 0.5041642825354441, + "FN": 1988, + "FP": 5811, + "IoU": 0.3370452227133628, + "TN": 3492876, + "TP": 3965, + "n_pred": 9776, + "n_ref": 5953 + }, + "6": { + "Dice": 0.9571508949607905, + "FN": 1932, + "FP": 2942, + "IoU": 0.9178230007924331, + "TN": 3445329, + "TP": 54437, + "n_pred": 57379, + "n_ref": 56369 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3504640, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9329484319643091, + "FN": 3531, + "FP": 46, + "IoU": 0.8743236596163305, + "TN": 3476178, + "TP": 24885, + "n_pred": 24931, + "n_ref": 28416 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3504640, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0179.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0179.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7032234160800297, + "FN": 506, + "FP": 295, + "IoU": 0.5422857142857143, + "TN": 2276266, + "TP": 949, + "n_pred": 1244, + "n_ref": 1455 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7849231868524473, + "FN": 1146, + "FP": 58, + "IoU": 0.645986474566304, + "TN": 2274615, + "TP": 2197, + "n_pred": 2255, + "n_ref": 3343 + }, + "13": { + "Dice": 0.5714285714285714, + "FN": 2, + "FP": 4, + "IoU": 0.4, + "TN": 2278006, + "TP": 4, + "n_pred": 8, + "n_ref": 6 + }, + "14": { + "Dice": 0.8978007761966365, + "FN": 73, + "FP": 6, + "IoU": 0.8145539906103286, + "TN": 2277590, + "TP": 347, + "n_pred": 353, + "n_ref": 420 + }, + "15": { + "Dice": 0.0, + "FN": 184, + "FP": 0, + "IoU": 0.0, + "TN": 2277832, + "TP": 0, + "n_pred": 0, + "n_ref": 184 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9620149602618046, + "FN": 289, + "FP": 1011, + "IoU": 0.9268100439139737, + "TN": 2260254, + "TP": 16462, + "n_pred": 17473, + "n_ref": 16751 + }, + "4": { + "Dice": 0.02729528535980149, + "FN": 1568, + "FP": 0, + "IoU": 0.013836477987421384, + "TN": 2276426, + "TP": 22, + "n_pred": 22, + "n_ref": 1590 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 134, + "IoU": 0.0, + "TN": 2277882, + "TP": 0, + "n_pred": 134, + "n_ref": 0 + }, + "6": { + "Dice": 0.9322069721668141, + "FN": 8432, + "FP": 1832, + "IoU": 0.8730221567923991, + "TN": 2197183, + "TP": 70569, + "n_pred": 72401, + "n_ref": 79001 + }, + "7": { + "Dice": 0.7360353721444363, + "FN": 61, + "FP": 7103, + "IoU": 0.5823227611940298, + "TN": 2260864, + "TP": 9988, + "n_pred": 17091, + "n_ref": 10049 + }, + "8": { + "Dice": 0.9611542192046557, + "FN": 1177, + "FP": 425, + "IoU": 0.9252135754633304, + "TN": 2256595, + "TP": 19819, + "n_pred": 20244, + "n_ref": 20996 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0237.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0237.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 419, + "IoU": 0.0, + "TN": 3328989, + "TP": 0, + "n_pred": 419, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 2574, + "IoU": 0.0, + "TN": 3326834, + "TP": 0, + "n_pred": 2574, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 916, + "IoU": 0.0, + "TN": 3328492, + "TP": 0, + "n_pred": 916, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9440754980775953, + "FN": 1491, + "FP": 1709, + "IoU": 0.8940748096656737, + "TN": 3299198, + "TP": 27010, + "n_pred": 28719, + "n_ref": 28501 + }, + "3": { + "Dice": 0.24090247452692867, + "FN": 3, + "FP": 2083, + "IoU": 0.13694662805130328, + "TN": 3326991, + "TP": 331, + "n_pred": 2414, + "n_ref": 334 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 310, + "IoU": 0.0, + "TN": 3329098, + "TP": 0, + "n_pred": 310, + "n_ref": 0 + }, + "5": { + "Dice": 0.8132553606237817, + "FN": 477, + "FP": 481, + "IoU": 0.6852825229960579, + "TN": 3326364, + "TP": 2086, + "n_pred": 2567, + "n_ref": 2563 + }, + "6": { + "Dice": 0.4676328502415459, + "FN": 58, + "FP": 493, + "IoU": 0.3051702395964691, + "TN": 3328615, + "TP": 242, + "n_pred": 735, + "n_ref": 300 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 13596, + "IoU": 0.0, + "TN": 3315812, + "TP": 0, + "n_pred": 13596, + "n_ref": 0 + }, + "8": { + "Dice": 0.4762338648443432, + "FN": 3419, + "FP": 30, + "IoU": 0.3125373729320311, + "TN": 3324391, + "TP": 1568, + "n_pred": 1598, + "n_ref": 4987 + }, + "9": { + "Dice": 0.48945022288261514, + "FN": 6829, + "FP": 43, + "IoU": 0.32402124729490456, + "TN": 3319242, + "TP": 3294, + "n_pred": 3337, + "n_ref": 10123 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0245.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0245.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.21326954551177138, + "FN": 24, + "FP": 6225, + "IoU": 0.1193630214205186, + "TN": 1920456, + "TP": 847, + "n_pred": 7072, + "n_ref": 871 + }, + "10": { + "Dice": 0.7089850249584027, + "FN": 713, + "FP": 2785, + "IoU": 0.5491687073076428, + "TN": 1919793, + "TP": 4261, + "n_pred": 7046, + "n_ref": 4974 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6120420335132065, + "FN": 1754, + "FP": 978, + "IoU": 0.4409658277061592, + "TN": 1922665, + "TP": 2155, + "n_pred": 3133, + "n_ref": 3909 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9703620298097292, + "FN": 860, + "FP": 693, + "IoU": 0.9424303084223014, + "TN": 1900576, + "TP": 25423, + "n_pred": 26116, + "n_ref": 26283 + }, + "4": { + "Dice": 0.7408071748878924, + "FN": 1349, + "FP": 96, + "IoU": 0.5883190883190883, + "TN": 1924042, + "TP": 2065, + "n_pred": 2161, + "n_ref": 3414 + }, + "5": { + "Dice": 0.6893414211438474, + "FN": 1649, + "FP": 1219, + "IoU": 0.5259504132231405, + "TN": 1921502, + "TP": 3182, + "n_pred": 4401, + "n_ref": 4831 + }, + "6": { + "Dice": 0.9791148184276214, + "FN": 1075, + "FP": 4556, + "IoU": 0.9590841713654595, + "TN": 1789928, + "TP": 131993, + "n_pred": 136549, + "n_ref": 133068 + }, + "7": { + "Dice": 0.9286960479405295, + "FN": 911, + "FP": 969, + "IoU": 0.8668838065566806, + "TN": 1913429, + "TP": 12243, + "n_pred": 13212, + "n_ref": 13154 + }, + "8": { + "Dice": 0.9587067861715749, + "FN": 666, + "FP": 624, + "IoU": 0.920688595142945, + "TN": 1911287, + "TP": 14975, + "n_pred": 15599, + "n_ref": 15641 + }, + "9": { + "Dice": 0.8905897114178168, + "FN": 606, + "FP": 266, + "IoU": 0.8027595566613889, + "TN": 1923131, + "TP": 3549, + "n_pred": 3815, + "n_ref": 4155 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0249.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0249.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.41010374379792514, + "FN": 234, + "FP": 32461, + "IoU": 0.2579437131184748, + "TN": 2058724, + "TP": 11365, + "n_pred": 43826, + "n_ref": 11599 + }, + "10": { + "Dice": 0.7165157664689353, + "FN": 2406, + "FP": 1226, + "IoU": 0.5582583313062515, + "TN": 2094562, + "TP": 4590, + "n_pred": 5816, + "n_ref": 6996 + }, + "11": { + "Dice": 0.2559241706161137, + "FN": 314, + "FP": 0, + "IoU": 0.14673913043478262, + "TN": 2102416, + "TP": 54, + "n_pred": 54, + "n_ref": 368 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.3685880486515071, + "FN": 18358, + "FP": 746, + "IoU": 0.2259319286871961, + "TN": 2078104, + "TP": 5576, + "n_pred": 6322, + "n_ref": 23934 + }, + "14": { + "Dice": 0.8660994178235557, + "FN": 157, + "FP": 142, + "IoU": 0.7638230647709321, + "TN": 2101518, + "TP": 967, + "n_pred": 1109, + "n_ref": 1124 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.953815986377006, + "FN": 302, + "FP": 593, + "IoU": 0.9117095787708395, + "TN": 2092647, + "TP": 9242, + "n_pred": 9835, + "n_ref": 9544 + }, + "3": { + "Dice": 0.620712844653665, + "FN": 86, + "FP": 2170, + "IoU": 0.4500243783520234, + "TN": 2098682, + "TP": 1846, + "n_pred": 4016, + "n_ref": 1932 + }, + "4": { + "Dice": 0.8905369127516779, + "FN": 5027, + "FP": 1497, + "IoU": 0.8026737644425624, + "TN": 2069722, + "TP": 26538, + "n_pred": 28035, + "n_ref": 31565 + }, + "5": { + "Dice": 0.010083296799649276, + "FN": 9032, + "FP": 0, + "IoU": 0.00506719541749284, + "TN": 2093706, + "TP": 46, + "n_pred": 46, + "n_ref": 9078 + }, + "6": { + "Dice": 0.9554729627151428, + "FN": 5906, + "FP": 9932, + "IoU": 0.9147422025559037, + "TN": 1917018, + "TP": 169928, + "n_pred": 179860, + "n_ref": 175834 + }, + "7": { + "Dice": 0.9395651828509387, + "FN": 3290, + "FP": 8121, + "IoU": 0.8860187987574041, + "TN": 2002671, + "TP": 88702, + "n_pred": 96823, + "n_ref": 91992 + }, + "8": { + "Dice": 0.9188014359325014, + "FN": 1451, + "FP": 1874, + "IoU": 0.8497989790847902, + "TN": 2080647, + "TP": 18812, + "n_pred": 20686, + "n_ref": 20263 + }, + "9": { + "Dice": 0.7193920360559058, + "FN": 8346, + "FP": 3359, + "IoU": 0.5617582088434611, + "TN": 2076075, + "TP": 15004, + "n_pred": 18363, + "n_ref": 23350 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0281.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0281.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9438308614704954, + "FN": 3714, + "FP": 1270, + "IoU": 0.8936360920227069, + "TN": 2581622, + "TP": 41874, + "n_pred": 43144, + "n_ref": 45588 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1293, + "IoU": 0.0, + "TN": 2627187, + "TP": 0, + "n_pred": 1293, + "n_ref": 0 + }, + "11": { + "Dice": 0.7093763258379295, + "FN": 928, + "FP": 1127, + "IoU": 0.5496383957922419, + "TN": 2623917, + "TP": 2508, + "n_pred": 3635, + "n_ref": 3436 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 172, + "IoU": 0.0, + "TN": 2628308, + "TP": 0, + "n_pred": 172, + "n_ref": 0 + }, + "14": { + "Dice": 0.8017068400599426, + "FN": 6332, + "FP": 1475, + "IoU": 0.6690406545423715, + "TN": 2604891, + "TP": 15782, + "n_pred": 17257, + "n_ref": 22114 + }, + "15": { + "Dice": 0.68558103381267, + "FN": 1596, + "FP": 22, + "IoU": 0.5215848610289769, + "TN": 2625098, + "TP": 1764, + "n_pred": 1786, + "n_ref": 3360 + }, + "2": { + "Dice": 0.9698013672821231, + "FN": 508, + "FP": 1175, + "IoU": 0.9413731842407775, + "TN": 2599773, + "TP": 27024, + "n_pred": 28199, + "n_ref": 27532 + }, + "3": { + "Dice": 0.9338677354709419, + "FN": 1882, + "FP": 725, + "IoU": 0.8759398496240601, + "TN": 2607466, + "TP": 18407, + "n_pred": 19132, + "n_ref": 20289 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9368043124285729, + "FN": 18315, + "FP": 12928, + "IoU": 0.881121249248518, + "TN": 2365666, + "TP": 231571, + "n_pred": 244499, + "n_ref": 249886 + }, + "7": { + "Dice": 0.9313505870390671, + "FN": 1315, + "FP": 11648, + "IoU": 0.8715211703139867, + "TN": 2527584, + "TP": 87933, + "n_pred": 99581, + "n_ref": 89248 + }, + "8": { + "Dice": 0.9491124260355029, + "FN": 167, + "FP": 177, + "IoU": 0.9031531531531531, + "TN": 2624928, + "TP": 3208, + "n_pred": 3385, + "n_ref": 3375 + }, + "9": { + "Dice": 0.6451720126308792, + "FN": 6595, + "FP": 12620, + "IoU": 0.47620215897939155, + "TN": 2591796, + "TP": 17469, + "n_pred": 30089, + "n_ref": 24064 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0282.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0282.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 3407, + "IoU": 0.0, + "TN": 1748913, + "TP": 0, + "n_pred": 3407, + "n_ref": 0 + }, + "10": { + "Dice": 0.8167385735472563, + "FN": 3393, + "FP": 7481, + "IoU": 0.6902435550491383, + "TN": 1717215, + "TP": 24231, + "n_pred": 31712, + "n_ref": 27624 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7553348050036792, + "FN": 4763, + "FP": 557, + "IoU": 0.6068578185042861, + "TN": 1738788, + "TP": 8212, + "n_pred": 8769, + "n_ref": 12975 + }, + "14": { + "Dice": 0.6696135811725735, + "FN": 29466, + "FP": 57, + "IoU": 0.5033226224323278, + "TN": 1692879, + "TP": 29918, + "n_pred": 29975, + "n_ref": 59384 + }, + "15": { + "Dice": 0.854006586169045, + "FN": 316, + "FP": 83, + "IoU": 0.7452107279693486, + "TN": 1750754, + "TP": 1167, + "n_pred": 1250, + "n_ref": 1483 + }, + "2": { + "Dice": 0.7944389275074478, + "FN": 0, + "FP": 207, + "IoU": 0.6589785831960461, + "TN": 1751713, + "TP": 400, + "n_pred": 607, + "n_ref": 400 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8235078498892601, + "FN": 2009, + "FP": 66363, + "IoU": 0.6999688436610014, + "TN": 1524437, + "TP": 159511, + "n_pred": 225874, + "n_ref": 161520 + }, + "7": { + "Dice": 0.8465346534653465, + "FN": 601, + "FP": 81, + "IoU": 0.7339055793991416, + "TN": 1749757, + "TP": 1881, + "n_pred": 1962, + "n_ref": 2482 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0296.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0296.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8882314958028622, + "FN": 1096, + "FP": 6347, + "IoU": 0.7989356529256038, + "TN": 2416230, + "TP": 29575, + "n_pred": 35922, + "n_ref": 30671 + }, + "10": { + "Dice": 0.7309093789607097, + "FN": 5162, + "FP": 1632, + "IoU": 0.5759315897884028, + "TN": 2437227, + "TP": 9227, + "n_pred": 10859, + "n_ref": 14389 + }, + "11": { + "Dice": 0.08022922636103152, + "FN": 266, + "FP": 55, + "IoU": 0.041791044776119404, + "TN": 2452913, + "TP": 14, + "n_pred": 69, + "n_ref": 280 + }, + "12": { + "Dice": 0.0, + "FN": 26, + "FP": 0, + "IoU": 0.0, + "TN": 2453222, + "TP": 0, + "n_pred": 0, + "n_ref": 26 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 47, + "IoU": 0.0, + "TN": 2453201, + "TP": 0, + "n_pred": 47, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 373, + "IoU": 0.0, + "TN": 2452875, + "TP": 0, + "n_pred": 373, + "n_ref": 0 + }, + "15": { + "Dice": 0.8248319750641254, + "FN": 228, + "FP": 5167, + "IoU": 0.7018842902138476, + "TN": 2435151, + "TP": 12702, + "n_pred": 17869, + "n_ref": 12930 + }, + "2": { + "Dice": 0.9044246136625105, + "FN": 3162, + "FP": 12207, + "IoU": 0.8255247652888621, + "TN": 2365161, + "TP": 72718, + "n_pred": 84925, + "n_ref": 75880 + }, + "3": { + "Dice": 0.9279576552733825, + "FN": 1638, + "FP": 4759, + "IoU": 0.8655979494075132, + "TN": 2405652, + "TP": 41199, + "n_pred": 45958, + "n_ref": 42837 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9140890058421463, + "FN": 3472, + "FP": 6910, + "IoU": 0.8417715731398787, + "TN": 2387634, + "TP": 55232, + "n_pred": 62142, + "n_ref": 58704 + }, + "7": { + "Dice": 0.8145714540270849, + "FN": 7921, + "FP": 8729, + "IoU": 0.6871535672009169, + "TN": 2400027, + "TP": 36571, + "n_pred": 45300, + "n_ref": 44492 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0358.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0358.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6196122911940606, + "FN": 462, + "FP": 6916, + "IoU": 0.44886830507208486, + "TN": 3666485, + "TP": 6009, + "n_pred": 12925, + "n_ref": 6471 + }, + "10": { + "Dice": 0.0, + "FN": 63, + "FP": 1, + "IoU": 0.0, + "TN": 3679808, + "TP": 0, + "n_pred": 1, + "n_ref": 63 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3679872, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6941224601118232, + "FN": 713, + "FP": 1530, + "IoU": 0.5315371762740184, + "TN": 3675084, + "TP": 2545, + "n_pred": 4075, + "n_ref": 3258 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3679872, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 60, + "IoU": 0.0, + "TN": 3679812, + "TP": 0, + "n_pred": 60, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3679872, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 7107, + "FP": 0, + "IoU": 0.0, + "TN": 3672765, + "TP": 0, + "n_pred": 0, + "n_ref": 7107 + }, + "3": { + "Dice": 0.3258097424126498, + "FN": 243, + "FP": 10331, + "IoU": 0.19460735775763577, + "TN": 3666743, + "TP": 2555, + "n_pred": 12886, + "n_ref": 2798 + }, + "4": { + "Dice": 0.2743165333829273, + "FN": 23387, + "FP": 25, + "IoU": 0.15896109494557603, + "TN": 3652035, + "TP": 4425, + "n_pred": 4450, + "n_ref": 27812 + }, + "5": { + "Dice": 0.0, + "FN": 120, + "FP": 0, + "IoU": 0.0, + "TN": 3679752, + "TP": 0, + "n_pred": 0, + "n_ref": 120 + }, + "6": { + "Dice": 0.8945465437843791, + "FN": 39368, + "FP": 30338, + "IoU": 0.8092123089892407, + "TN": 3314513, + "TP": 295653, + "n_pred": 325991, + "n_ref": 335021 + }, + "7": { + "Dice": 0.7374591151661215, + "FN": 34988, + "FP": 56518, + "IoU": 0.5841071160742286, + "TN": 3459849, + "TP": 128517, + "n_pred": 185035, + "n_ref": 163505 + }, + "8": { + "Dice": 0.9296875, + "FN": 242, + "FP": 460, + "IoU": 0.8686131386861314, + "TN": 3674529, + "TP": 4641, + "n_pred": 5101, + "n_ref": 4883 + }, + "9": { + "Dice": 0.35714285714285715, + "FN": 36, + "FP": 0, + "IoU": 0.21739130434782608, + "TN": 3679826, + "TP": 10, + "n_pred": 10, + "n_ref": 46 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0362.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0362.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 1927551, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "10": { + "Dice": 0.7828464035537331, + "FN": 9414, + "FP": 5838, + "IoU": 0.6431779898933183, + "TN": 1884808, + "TP": 27492, + "n_pred": 33330, + "n_ref": 36906 + }, + "11": { + "Dice": 0.6307808946171342, + "FN": 432, + "FP": 55, + "IoU": 0.46068660022148394, + "TN": 1926649, + "TP": 416, + "n_pred": 471, + "n_ref": 848 + }, + "12": { + "Dice": 0.11851851851851852, + "FN": 483, + "FP": 588, + "IoU": 0.06299212598425197, + "TN": 1926409, + "TP": 72, + "n_pred": 660, + "n_ref": 555 + }, + "13": { + "Dice": 0.864814210055517, + "FN": 4883, + "FP": 4638, + "IoU": 0.7618261413383365, + "TN": 1887577, + "TP": 30454, + "n_pred": 35092, + "n_ref": 35337 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.6769374260921703, + "FN": 2777, + "FP": 16620, + "IoU": 0.5116443012160427, + "TN": 1887833, + "TP": 20322, + "n_pred": 36942, + "n_ref": 23099 + }, + "3": { + "Dice": 0.8389195935104297, + "FN": 8592, + "FP": 9478, + "IoU": 0.7225335892514395, + "TN": 1862427, + "TP": 47055, + "n_pred": 56533, + "n_ref": 55647 + }, + "4": { + "Dice": 0.727319587628866, + "FN": 788, + "FP": 270, + "IoU": 0.5714864317537465, + "TN": 1925083, + "TP": 1411, + "n_pred": 1681, + "n_ref": 2199 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9586070300356014, + "FN": 1759, + "FP": 1543, + "IoU": 0.9205046103474012, + "TN": 1886015, + "TP": 38235, + "n_pred": 39778, + "n_ref": 39994 + }, + "7": { + "Dice": 0.8910982464971894, + "FN": 331, + "FP": 2265, + "IoU": 0.8035862903835969, + "TN": 1914335, + "TP": 10621, + "n_pred": 12886, + "n_ref": 10952 + }, + "8": { + "Dice": 0.9267937219730942, + "FN": 176, + "FP": 1130, + "IoU": 0.8635746369998956, + "TN": 1917979, + "TP": 8267, + "n_pred": 9397, + "n_ref": 8443 + }, + "9": { + "Dice": 0.9328408327736736, + "FN": 131, + "FP": 269, + "IoU": 0.8741346758967904, + "TN": 1924374, + "TP": 2778, + "n_pred": 3047, + "n_ref": 2909 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0383.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0383.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.711261393707733, + "FN": 93, + "FP": 1871, + "IoU": 0.5519050878393794, + "TN": 2273633, + "TP": 2419, + "n_pred": 4290, + "n_ref": 2512 + }, + "10": { + "Dice": 0.05284764382769586, + "FN": 7585, + "FP": 8796, + "IoU": 0.027140990616462763, + "TN": 2261178, + "TP": 457, + "n_pred": 9253, + "n_ref": 8042 + }, + "11": { + "Dice": 0.6737665724842425, + "FN": 540, + "FP": 961, + "IoU": 0.5080301540478531, + "TN": 2274965, + "TP": 1550, + "n_pred": 2511, + "n_ref": 2090 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 2278011, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "13": { + "Dice": 0.5071138211382114, + "FN": 12490, + "FP": 3030, + "IoU": 0.33968686181075564, + "TN": 2254512, + "TP": 7984, + "n_pred": 11014, + "n_ref": 20474 + }, + "14": { + "Dice": 0.9064777406197444, + "FN": 3621, + "FP": 6055, + "IoU": 0.8289522530007601, + "TN": 2221447, + "TP": 46893, + "n_pred": 52948, + "n_ref": 50514 + }, + "15": { + "Dice": 0.764620414093716, + "FN": 161, + "FP": 1135, + "IoU": 0.6189356071743605, + "TN": 2274615, + "TP": 2105, + "n_pred": 3240, + "n_ref": 2266 + }, + "2": { + "Dice": 0.8322966373916111, + "FN": 16869, + "FP": 1195, + "IoU": 0.712763758367918, + "TN": 2215127, + "TP": 44825, + "n_pred": 46020, + "n_ref": 61694 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 13329, + "IoU": 0.0, + "TN": 2264687, + "TP": 0, + "n_pred": 13329, + "n_ref": 0 + }, + "4": { + "Dice": 0.37708516242317824, + "FN": 66242, + "FP": 4708, + "IoU": 0.2323505545036516, + "TN": 2185591, + "TP": 21475, + "n_pred": 26183, + "n_ref": 87717 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8889733872793845, + "FN": 12142, + "FP": 39832, + "IoU": 0.8001368978034824, + "TN": 2017968, + "TP": 208074, + "n_pred": 247906, + "n_ref": 220216 + }, + "7": { + "Dice": 0.7687484697331215, + "FN": 2466, + "FP": 45703, + "IoU": 0.6243634633830605, + "TN": 2149783, + "TP": 80064, + "n_pred": 125767, + "n_ref": 82530 + }, + "8": { + "Dice": 0.88092621088884, + "FN": 1733, + "FP": 1517, + "IoU": 0.787192247249869, + "TN": 2262744, + "TP": 12022, + "n_pred": 13539, + "n_ref": 13755 + }, + "9": { + "Dice": 0.7025539665930318, + "FN": 4847, + "FP": 2828, + "IoU": 0.541489933687795, + "TN": 2261277, + "TP": 9064, + "n_pred": 11892, + "n_ref": 13911 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0388.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0388.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9670801735852365, + "FN": 730, + "FP": 1523, + "IoU": 0.9362586997114242, + "TN": 1716974, + "TP": 33093, + "n_pred": 34616, + "n_ref": 33823 + }, + "10": { + "Dice": 0.627060315160297, + "FN": 887, + "FP": 1172, + "IoU": 0.4567282321899736, + "TN": 1748530, + "TP": 1731, + "n_pred": 2903, + "n_ref": 2618 + }, + "11": { + "Dice": 0.397887323943662, + "FN": 66, + "FP": 618, + "IoU": 0.24835164835164836, + "TN": 1751410, + "TP": 226, + "n_pred": 844, + "n_ref": 292 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8291915340015027, + "FN": 5116, + "FP": 6933, + "IoU": 0.7082213343019736, + "TN": 1711025, + "TP": 29246, + "n_pred": 36179, + "n_ref": 34362 + }, + "14": { + "Dice": 0.9518706220342813, + "FN": 1011, + "FP": 1971, + "IoU": 0.9081613797351401, + "TN": 1719850, + "TP": 29488, + "n_pred": 31459, + "n_ref": 30499 + }, + "15": { + "Dice": 0.9331976759752604, + "FN": 2141, + "FP": 354, + "IoU": 0.8747615701234815, + "TN": 1732398, + "TP": 17427, + "n_pred": 17781, + "n_ref": 19568 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.11561621838619028, + "FN": 2130, + "FP": 73, + "IoU": 0.06135492117596932, + "TN": 1749973, + "TP": 144, + "n_pred": 217, + "n_ref": 2274 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9755835179688698, + "FN": 4005, + "FP": 4756, + "IoU": 0.9523309465253444, + "TN": 1568532, + "TP": 175027, + "n_pred": 179783, + "n_ref": 179032 + }, + "7": { + "Dice": 0.7845187776320264, + "FN": 34401, + "FP": 1081, + "IoU": 0.6454388296543523, + "TN": 1652247, + "TP": 64591, + "n_pred": 65672, + "n_ref": 98992 + }, + "8": { + "Dice": 0.8971197426775184, + "FN": 1258, + "FP": 853, + "IoU": 0.8134334953601414, + "TN": 1741005, + "TP": 9204, + "n_pred": 10057, + "n_ref": 10462 + }, + "9": { + "Dice": 0.7335524109717658, + "FN": 2741, + "FP": 1232, + "IoU": 0.5792205041304809, + "TN": 1742878, + "TP": 5469, + "n_pred": 6701, + "n_ref": 8210 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0392.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0392.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 21, + "FP": 0, + "IoU": 0.0, + "TN": 2102763, + "TP": 0, + "n_pred": 0, + "n_ref": 21 + }, + "11": { + "Dice": 0.6983666061705989, + "FN": 318, + "FP": 513, + "IoU": 0.5365309537088678, + "TN": 2100991, + "TP": 962, + "n_pred": 1475, + "n_ref": 1280 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 717, + "IoU": 0.0, + "TN": 2102067, + "TP": 0, + "n_pred": 717, + "n_ref": 0 + }, + "14": { + "Dice": 0.2619097149989599, + "FN": 7018, + "FP": 78, + "IoU": 0.150688210652304, + "TN": 2094429, + "TP": 1259, + "n_pred": 1337, + "n_ref": 8277 + }, + "15": { + "Dice": 0.7599887267760748, + "FN": 4531, + "FP": 6540, + "IoU": 0.6128885625371516, + "TN": 2074185, + "TP": 17528, + "n_pred": 24068, + "n_ref": 22059 + }, + "2": { + "Dice": 0.9636600976924372, + "FN": 474, + "FP": 1252, + "IoU": 0.929868757872496, + "TN": 2078173, + "TP": 22885, + "n_pred": 24137, + "n_ref": 23359 + }, + "3": { + "Dice": 0.9724349753120018, + "FN": 812, + "FP": 2024, + "IoU": 0.9463488460083239, + "TN": 2049924, + "TP": 50024, + "n_pred": 52048, + "n_ref": 50836 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6923576813101118, + "FN": 3924, + "FP": 810, + "IoU": 0.5294702315873173, + "TN": 2092723, + "TP": 5327, + "n_pred": 6137, + "n_ref": 9251 + }, + "6": { + "Dice": 0.9833643611563989, + "FN": 3439, + "FP": 1020, + "IoU": 0.9672731542983801, + "TN": 1966535, + "TP": 131790, + "n_pred": 132810, + "n_ref": 135229 + }, + "7": { + "Dice": 0.9440675766549084, + "FN": 2560, + "FP": 2181, + "IoU": 0.8940606006435466, + "TN": 2058032, + "TP": 40011, + "n_pred": 42192, + "n_ref": 42571 + }, + "8": { + "Dice": 0.9605060226851219, + "FN": 941, + "FP": 1082, + "IoU": 0.9240130714044248, + "TN": 2076161, + "TP": 24600, + "n_pred": 25682, + "n_ref": 25541 + }, + "9": { + "Dice": 0.9330628803245437, + "FN": 213, + "FP": 249, + "IoU": 0.8745247148288974, + "TN": 2099102, + "TP": 3220, + "n_pred": 3469, + "n_ref": 3433 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0401.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0401.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": 0.5918914832191596, + "FN": 2770.022222222222, + "FP": 3192.1533333333336, + "IoU": 0.5106067026306249, + "TN": 2157515.3711111112, + "TP": 21081.38666666667, + "n_pred": 24273.54, + "n_ref": 23851.40888888889 + }, + "mean": { + "1": { + "Dice": 0.6466529316976569, + "FN": 3395.7, + "FP": 2550.0666666666666, + "IoU": 0.6021346459142374, + "TN": 2152813.9, + "TP": 25799.266666666666, + "n_pred": 28349.333333333332, + "n_ref": 29194.966666666667 + }, + "10": { + "Dice": 0.5853721596357535, + "FN": 2801.633333333333, + "FP": 3428.7, + "IoU": 0.48372412835907175, + "TN": 2169805.1666666665, + "TP": 8523.433333333332, + "n_pred": 11952.133333333333, + "n_ref": 11325.066666666668 + }, + "11": { + "Dice": 0.3679918673479078, + "FN": 464.6, + "FP": 143.83333333333334, + "IoU": 0.267947687781709, + "TN": 2183490.8666666667, + "TP": 459.6333333333333, + "n_pred": 603.4666666666667, + "n_ref": 924.2333333333333 + }, + "12": { + "Dice": 0.2791761244203329, + "FN": 217.23333333333332, + "FP": 212.26666666666668, + "IoU": 0.2050145841563617, + "TN": 2183853.3333333335, + "TP": 276.1, + "n_pred": 488.3666666666667, + "n_ref": 493.3333333333333 + }, + "13": { + "Dice": 0.537962791962381, + "FN": 3824.4666666666667, + "FP": 2131.6, + "IoU": 0.4092933545931089, + "TN": 2172903.433333333, + "TP": 5699.433333333333, + "n_pred": 7831.033333333334, + "n_ref": 9523.9 + }, + "14": { + "Dice": 0.5116114656167127, + "FN": 3636.1, + "FP": 3491.9333333333334, + "IoU": 0.45068828903136776, + "TN": 2161762.8666666667, + "TP": 15668.033333333333, + "n_pred": 19159.966666666667, + "n_ref": 19304.133333333335 + }, + "15": { + "Dice": 0.5211791873137569, + "FN": 1011.8333333333334, + "FP": 2465.5, + "IoU": 0.4204201167039184, + "TN": 2175986.2666666666, + "TP": 5095.333333333333, + "n_pred": 7560.833333333333, + "n_ref": 6107.166666666667 + }, + "2": { + "Dice": 0.6696167283252744, + "FN": 1531.6666666666667, + "FP": 2148.6666666666665, + "IoU": 0.6198064200967087, + "TN": 2160589.1666666665, + "TP": 20289.433333333334, + "n_pred": 22438.1, + "n_ref": 21821.1 + }, + "3": { + "Dice": 0.6675386924415221, + "FN": 1974.4333333333334, + "FP": 1941.7333333333333, + "IoU": 0.6091213537844946, + "TN": 2165505.466666667, + "TP": 15137.3, + "n_pred": 17079.033333333333, + "n_ref": 17111.733333333334 + }, + "4": { + "Dice": 0.5292042305296591, + "FN": 659.9333333333333, + "FP": 1773.1666666666667, + "IoU": 0.45041839959491725, + "TN": 2177009.066666667, + "TP": 5116.766666666666, + "n_pred": 6889.933333333333, + "n_ref": 5776.7 + }, + "5": { + "Dice": 0.49372253632341473, + "FN": 404.3, + "FP": 193.36666666666667, + "IoU": 0.4039536191024599, + "TN": 2182772.566666667, + "TP": 1188.7, + "n_pred": 1382.0666666666666, + "n_ref": 1593.0 + }, + "6": { + "Dice": 0.8908803745446625, + "FN": 8754.466666666667, + "FP": 9135.933333333332, + "IoU": 0.8343567656655397, + "TN": 2025060.8333333333, + "TP": 141607.7, + "n_pred": 150743.63333333333, + "n_ref": 150362.16666666666 + }, + "7": { + "Dice": 0.7367771401000829, + "FN": 9160.866666666667, + "FP": 13118.9, + "IoU": 0.64723849159404, + "TN": 2111563.033333333, + "TP": 50716.13333333333, + "n_pred": 63835.03333333333, + "n_ref": 59877.0 + }, + "8": { + "Dice": 0.7435632736190773, + "FN": 1126.0666666666666, + "FP": 3043.3333333333335, + "IoU": 0.661251543166638, + "TN": 2168841.7, + "TP": 11547.833333333334, + "n_pred": 14591.166666666666, + "n_ref": 12673.9 + }, + "9": { + "Dice": 0.697122744409198, + "FN": 2587.0333333333333, + "FP": 2103.3, + "IoU": 0.5937311399148001, + "TN": 2170772.9, + "TP": 9095.7, + "n_pred": 11199.0, + "n_ref": 11682.733333333334 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.945575221238938, + "FN": 572, + "FP": 412, + "IoU": 0.8967687788501888, + "TN": 2093252, + "TP": 8548, + "n_pred": 8960, + "n_ref": 9120 + }, + "10": { + "Dice": 0.7396929639920294, + "FN": 1821, + "FP": 7454, + "IoU": 0.5869148888789917, + "TN": 2080331, + "TP": 13178, + "n_pred": 20632, + "n_ref": 14999 + }, + "11": { + "Dice": 0.2753623188405797, + "FN": 100, + "FP": 0, + "IoU": 0.15966386554621848, + "TN": 2102665, + "TP": 19, + "n_pred": 19, + "n_ref": 119 + }, + "12": { + "Dice": 0.580909768829232, + "FN": 769, + "FP": 355, + "IoU": 0.4093536521282186, + "TN": 2100881, + "TP": 779, + "n_pred": 1134, + "n_ref": 1548 + }, + "13": { + "Dice": 0.6650477444846888, + "FN": 4858, + "FP": 3280, + "IoU": 0.49818092125547264, + "TN": 2086567, + "TP": 8079, + "n_pred": 11359, + "n_ref": 12937 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 206, + "IoU": 0.0, + "TN": 2102578, + "TP": 0, + "n_pred": 206, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 10, + "IoU": 0.0, + "TN": 2102774, + "TP": 0, + "n_pred": 10, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 2102779, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "3": { + "Dice": 0.9238497652582159, + "FN": 1920, + "FP": 2946, + "IoU": 0.8584765727248931, + "TN": 2068401, + "TP": 29517, + "n_pred": 32463, + "n_ref": 31437 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7647840531561462, + "FN": 5146, + "FP": 518, + "IoU": 0.6191500806885423, + "TN": 2087912, + "TP": 9208, + "n_pred": 9726, + "n_ref": 14354 + }, + "7": { + "Dice": 0.8586977648202138, + "FN": 1130, + "FP": 324, + "IoU": 0.7523841961852861, + "TN": 2096912, + "TP": 4418, + "n_pred": 4742, + "n_ref": 5548 + }, + "8": { + "Dice": 0.9069850628445968, + "FN": 6995, + "FP": 546, + "IoU": 0.8298011600875708, + "TN": 2058477, + "TP": 36766, + "n_pred": 37312, + "n_ref": 43761 + }, + "9": { + "Dice": 0.8656899951237094, + "FN": 2745, + "FP": 3590, + "IoU": 0.7631864229374603, + "TN": 2076033, + "TP": 20416, + "n_pred": 24006, + "n_ref": 23161 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0001.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0001.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8121702339472374, + "FN": 3519, + "FP": 11575, + "IoU": 0.683742954721646, + "TN": 2931217, + "TP": 32633, + "n_pred": 44208, + "n_ref": 36152 + }, + "10": { + "Dice": 0.0, + "FN": 1811, + "FP": 31969, + "IoU": 0.0, + "TN": 2945164, + "TP": 0, + "n_pred": 31969, + "n_ref": 1811 + }, + "11": { + "Dice": 0.4850615114235501, + "FN": 1324, + "FP": 141, + "IoU": 0.32018561484918795, + "TN": 2976789, + "TP": 690, + "n_pred": 831, + "n_ref": 2014 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 14, + "IoU": 0.0, + "TN": 2978930, + "TP": 0, + "n_pred": 14, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 765, + "FP": 8381, + "IoU": 0.0, + "TN": 2969798, + "TP": 0, + "n_pred": 8381, + "n_ref": 765 + }, + "14": { + "Dice": 0.9075474419467167, + "FN": 8236, + "FP": 738, + "IoU": 0.8307431158053564, + "TN": 2925924, + "TP": 44046, + "n_pred": 44784, + "n_ref": 52282 + }, + "15": { + "Dice": 0.8985649918594525, + "FN": 2581, + "FP": 2777, + "IoU": 0.8158129941560673, + "TN": 2949854, + "TP": 23732, + "n_pred": 26509, + "n_ref": 26313 + }, + "2": { + "Dice": 0.8855775688381464, + "FN": 818, + "FP": 1908, + "IoU": 0.7946516007532957, + "TN": 2965669, + "TP": 10549, + "n_pred": 12457, + "n_ref": 11367 + }, + "3": { + "Dice": 0.9413132159821179, + "FN": 3501, + "FP": 1750, + "IoU": 0.8891328674281612, + "TN": 2931581, + "TP": 42112, + "n_pred": 43862, + "n_ref": 45613 + }, + "4": { + "Dice": 0.2009285530049007, + "FN": 3212, + "FP": 2984, + "IoU": 0.11168458781362008, + "TN": 2971969, + "TP": 779, + "n_pred": 3763, + "n_ref": 3991 + }, + "5": { + "Dice": 0.8317741112434087, + "FN": 2241, + "FP": 726, + "IoU": 0.7119976703552708, + "TN": 2968642, + "TP": 7335, + "n_pred": 8061, + "n_ref": 9576 + }, + "6": { + "Dice": 0.9369177074619978, + "FN": 36461, + "FP": 13840, + "IoU": 0.8813219014543087, + "TN": 2555100, + "TP": 373543, + "n_pred": 387383, + "n_ref": 410004 + }, + "7": { + "Dice": 0.7513013189307659, + "FN": 6511, + "FP": 18907, + "IoU": 0.6016674241118303, + "TN": 2915133, + "TP": 38393, + "n_pred": 57300, + "n_ref": 44904 + }, + "8": { + "Dice": 0.9507775628626692, + "FN": 1129, + "FP": 2052, + "IoU": 0.9061734949709466, + "TN": 2945041, + "TP": 30722, + "n_pred": 32774, + "n_ref": 31851 + }, + "9": { + "Dice": 0.2626055173614133, + "FN": 30884, + "FP": 11483, + "IoU": 0.15114904530063514, + "TN": 2929033, + "TP": 7544, + "n_pred": 19027, + "n_ref": 38428 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0006.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0006.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 3, + "FP": 152, + "IoU": 0.0, + "TN": 1576933, + "TP": 0, + "n_pred": 152, + "n_ref": 3 + }, + "10": { + "Dice": 0.8643760022639374, + "FN": 7347, + "FP": 4155, + "IoU": 0.7611462984113799, + "TN": 1528933, + "TP": 36653, + "n_pred": 40808, + "n_ref": 44000 + }, + "11": { + "Dice": 0.011029411764705883, + "FN": 538, + "FP": 0, + "IoU": 0.005545286506469501, + "TN": 1576547, + "TP": 3, + "n_pred": 3, + "n_ref": 541 + }, + "12": { + "Dice": 0.6623574144486692, + "FN": 562, + "FP": 326, + "IoU": 0.49516770892552586, + "TN": 1575329, + "TP": 871, + "n_pred": 1197, + "n_ref": 1433 + }, + "13": { + "Dice": 0.27138810198300284, + "FN": 66, + "FP": 2506, + "IoU": 0.15699770567027205, + "TN": 1574037, + "TP": 479, + "n_pred": 2985, + "n_ref": 545 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.6575065139557988, + "FN": 483, + "FP": 17788, + "IoU": 0.48976514284118516, + "TN": 1541279, + "TP": 17538, + "n_pred": 35326, + "n_ref": 18021 + }, + "3": { + "Dice": 0.8710742559084942, + "FN": 21550, + "FP": 745, + "IoU": 0.7715957054460517, + "TN": 1479476, + "TP": 75317, + "n_pred": 76062, + "n_ref": 96867 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 10, + "FP": 971, + "IoU": 0.0, + "TN": 1576107, + "TP": 0, + "n_pred": 971, + "n_ref": 10 + }, + "6": { + "Dice": 0.9753995636903748, + "FN": 4758, + "FP": 4782, + "IoU": 0.9519804297600531, + "TN": 1378419, + "TP": 189129, + "n_pred": 193911, + "n_ref": 193887 + }, + "7": { + "Dice": 0.9155432963595234, + "FN": 8071, + "FP": 1972, + "IoU": 0.8442414466949968, + "TN": 1512610, + "TP": 54435, + "n_pred": 56407, + "n_ref": 62506 + }, + "8": { + "Dice": 0.4535258189894503, + "FN": 1848, + "FP": 22757, + "IoU": 0.2932643975298004, + "TN": 1542273, + "TP": 10210, + "n_pred": 32967, + "n_ref": 12058 + }, + "9": { + "Dice": 0.8175200493522516, + "FN": 957, + "FP": 3480, + "IoU": 0.6913606010016694, + "TN": 1562712, + "TP": 9939, + "n_pred": 13419, + "n_ref": 10896 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0009.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0009.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9417309505030491, + "FN": 4905, + "FP": 1153, + "IoU": 0.8898785719479386, + "TN": 1872540, + "TP": 48954, + "n_pred": 50107, + "n_ref": 53859 + }, + "10": { + "Dice": 0.2941041523285157, + "FN": 1609, + "FP": 4545, + "IoU": 0.17240451855836472, + "TN": 1920116, + "TP": 1282, + "n_pred": 5827, + "n_ref": 2891 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 256, + "IoU": 0.0, + "TN": 1927296, + "TP": 0, + "n_pred": 256, + "n_ref": 0 + }, + "12": { + "Dice": 0.4391440035666518, + "FN": 1244, + "FP": 1272, + "IoU": 0.281348186232505, + "TN": 1924051, + "TP": 985, + "n_pred": 2257, + "n_ref": 2229 + }, + "13": { + "Dice": 0.593227910301081, + "FN": 799, + "FP": 3754, + "IoU": 0.4216943985774165, + "TN": 1919679, + "TP": 3320, + "n_pred": 7074, + "n_ref": 4119 + }, + "14": { + "Dice": 0.9833315693085344, + "FN": 4673, + "FP": 524, + "IoU": 0.9672097014360346, + "TN": 1769060, + "TP": 153295, + "n_pred": 153819, + "n_ref": 157968 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.4811115147112241, + "FN": 339, + "FP": 5375, + "IoU": 0.3167523615927299, + "TN": 1919189, + "TP": 2649, + "n_pred": 8024, + "n_ref": 2988 + }, + "3": { + "Dice": 0.9066246302350927, + "FN": 7647, + "FP": 1949, + "IoU": 0.829197963760635, + "TN": 1871370, + "TP": 46586, + "n_pred": 48535, + "n_ref": 54233 + }, + "4": { + "Dice": 0.8401912045889102, + "FN": 635, + "FP": 7723, + "IoU": 0.7244221702001384, + "TN": 1897223, + "TP": 21971, + "n_pred": 29694, + "n_ref": 22606 + }, + "5": { + "Dice": 0.7634086577729376, + "FN": 487, + "FP": 382, + "IoU": 0.6173491853808895, + "TN": 1925281, + "TP": 1402, + "n_pred": 1784, + "n_ref": 1889 + }, + "6": { + "Dice": 0.9763432222594802, + "FN": 6982, + "FP": 5858, + "IoU": 0.9537798640033693, + "TN": 1649751, + "TP": 264961, + "n_pred": 270819, + "n_ref": 271943 + }, + "7": { + "Dice": 0.8494526298460778, + "FN": 9266, + "FP": 3537, + "IoU": 0.7383030476463013, + "TN": 1878629, + "TP": 36120, + "n_pred": 39657, + "n_ref": 45386 + }, + "8": { + "Dice": 0.9332797831216426, + "FN": 993, + "FP": 336, + "IoU": 0.8749058734939759, + "TN": 1916928, + "TP": 9295, + "n_pred": 9631, + "n_ref": 10288 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0019.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0019.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9610561056105611, + "FN": 831, + "FP": 762, + "IoU": 0.9250317662007624, + "TN": 1906303, + "TP": 19656, + "n_pred": 20418, + "n_ref": 20487 + }, + "10": { + "Dice": 0.6467583725114632, + "FN": 16118, + "FP": 8226, + "IoU": 0.4779326613767961, + "TN": 1880922, + "TP": 22286, + "n_pred": 30512, + "n_ref": 38404 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5285285285285285, + "FN": 716, + "FP": 540, + "IoU": 0.35918367346938773, + "TN": 1925592, + "TP": 704, + "n_pred": 1244, + "n_ref": 1420 + }, + "13": { + "Dice": 0.5916473317865429, + "FN": 168, + "FP": 888, + "IoU": 0.4200988467874794, + "TN": 1925731, + "TP": 765, + "n_pred": 1653, + "n_ref": 933 + }, + "14": { + "Dice": 0.42760816090290843, + "FN": 39154, + "FP": 404, + "IoU": 0.27194758346523357, + "TN": 1873218, + "TP": 14776, + "n_pred": 15180, + "n_ref": 53930 + }, + "15": { + "Dice": 0.5409801584519386, + "FN": 4074, + "FP": 9020, + "IoU": 0.370783277270543, + "TN": 1906742, + "TP": 7716, + "n_pred": 16736, + "n_ref": 11790 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9273149684699635, + "FN": 87, + "FP": 351, + "IoU": 0.864480198019802, + "TN": 1924320, + "TP": 2794, + "n_pred": 3145, + "n_ref": 2881 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9634154914725195, + "FN": 2416, + "FP": 2788, + "IoU": 0.9294133604611733, + "TN": 1853827, + "TP": 68521, + "n_pred": 71309, + "n_ref": 70937 + }, + "7": { + "Dice": 0.9296055465939945, + "FN": 5622, + "FP": 8430, + "IoU": 0.8684700706697244, + "TN": 1820717, + "TP": 92783, + "n_pred": 101213, + "n_ref": 98405 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0033.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0033.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 3038, + "FP": 5890, + "IoU": 0.0, + "TN": 1743392, + "TP": 0, + "n_pred": 5890, + "n_ref": 3038 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 147, + "FP": 603, + "IoU": 0.0, + "TN": 1751570, + "TP": 0, + "n_pred": 603, + "n_ref": 147 + }, + "13": { + "Dice": 0.5519022206920297, + "FN": 604, + "FP": 1999, + "IoU": 0.38112220637184974, + "TN": 1748114, + "TP": 1603, + "n_pred": 3602, + "n_ref": 2207 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9113167259786477, + "FN": 342, + "FP": 281, + "IoU": 0.837081589958159, + "TN": 1748496, + "TP": 3201, + "n_pred": 3482, + "n_ref": 3543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 537, + "IoU": 0.0, + "TN": 1751783, + "TP": 0, + "n_pred": 537, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9242935388115402, + "FN": 2228, + "FP": 7489, + "IoU": 0.8592432714314685, + "TN": 1683286, + "TP": 59317, + "n_pred": 66806, + "n_ref": 61545 + }, + "7": { + "Dice": 0.8800442913385826, + "FN": 5243, + "FP": 2557, + "IoU": 0.7857849060749204, + "TN": 1715908, + "TP": 28612, + "n_pred": 31169, + "n_ref": 33855 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0054.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0054.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 12320, + "IoU": 0.0, + "TN": 2616160, + "TP": 0, + "n_pred": 12320, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 575, + "FP": 0, + "IoU": 0.0, + "TN": 2627905, + "TP": 0, + "n_pred": 0, + "n_ref": 575 + }, + "11": { + "Dice": 0.3652173913043478, + "FN": 219, + "FP": 0, + "IoU": 0.22340425531914893, + "TN": 2628198, + "TP": 63, + "n_pred": 63, + "n_ref": 282 + }, + "12": { + "Dice": 0.0, + "FN": 29, + "FP": 0, + "IoU": 0.0, + "TN": 2628451, + "TP": 0, + "n_pred": 0, + "n_ref": 29 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.7300469483568075, + "FN": 3439, + "FP": 4151, + "IoU": 0.5748613678373382, + "TN": 2610627, + "TP": 10263, + "n_pred": 14414, + "n_ref": 13702 + }, + "15": { + "Dice": 0.19086651053864168, + "FN": 476, + "FP": 2288, + "IoU": 0.10550161812297734, + "TN": 2625390, + "TP": 326, + "n_pred": 2614, + "n_ref": 802 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 2628473, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "3": { + "Dice": 0.897058259011401, + "FN": 4471, + "FP": 3574, + "IoU": 0.8133324052160193, + "TN": 2585382, + "TP": 35053, + "n_pred": 38627, + "n_ref": 39524 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 2628472, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "5": { + "Dice": 0.8575693298766596, + "FN": 1346, + "FP": 467, + "IoU": 0.7506532801540365, + "TN": 2621209, + "TP": 5458, + "n_pred": 5925, + "n_ref": 6804 + }, + "6": { + "Dice": 0.9476447281210674, + "FN": 5910, + "FP": 12021, + "IoU": 0.9004988652065102, + "TN": 2448271, + "TP": 162278, + "n_pred": 174299, + "n_ref": 168188 + }, + "7": { + "Dice": 0.4353665360940123, + "FN": 1566, + "FP": 452, + "IoU": 0.2782546494992847, + "TN": 2625684, + "TP": 778, + "n_pred": 1230, + "n_ref": 2344 + }, + "8": { + "Dice": 0.882616374416551, + "FN": 3186, + "FP": 536, + "IoU": 0.7898955687270675, + "TN": 2610765, + "TP": 13993, + "n_pred": 14529, + "n_ref": 17179 + }, + "9": { + "Dice": 0.7400976943129761, + "FN": 6354, + "FP": 3915, + "IoU": 0.5874246685415829, + "TN": 2603590, + "TP": 14621, + "n_pred": 18536, + "n_ref": 20975 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0057.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0057.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.03318494536624848, + "FN": 2188, + "FP": 201, + "IoU": 0.016872427983539096, + "TN": 1749890, + "TP": 41, + "n_pred": 242, + "n_ref": 2229 + }, + "10": { + "Dice": 0.51743359930047, + "FN": 3800, + "FP": 615, + "IoU": 0.34901209082866413, + "TN": 1745538, + "TP": 2367, + "n_pred": 2982, + "n_ref": 6167 + }, + "11": { + "Dice": 0.3306744017403916, + "FN": 1507, + "FP": 339, + "IoU": 0.19808861859252824, + "TN": 1750018, + "TP": 456, + "n_pred": 795, + "n_ref": 1963 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.1269191402251791, + "FN": 10184, + "FP": 52, + "IoU": 0.06775956284153005, + "TN": 1741340, + "TP": 744, + "n_pred": 796, + "n_ref": 10928 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 9868, + "IoU": 0.0, + "TN": 1742452, + "TP": 0, + "n_pred": 9868, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 330, + "IoU": 0.0, + "TN": 1751990, + "TP": 0, + "n_pred": 330, + "n_ref": 0 + }, + "3": { + "Dice": 0.7674418604651163, + "FN": 15, + "FP": 5, + "IoU": 0.6226415094339622, + "TN": 1752267, + "TP": 33, + "n_pred": 38, + "n_ref": 48 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9754748370181823, + "FN": 20244, + "FP": 4788, + "IoU": 0.9521238445516774, + "TN": 1229471, + "TP": 497817, + "n_pred": 502605, + "n_ref": 518061 + }, + "7": { + "Dice": 0.8825993232918576, + "FN": 7246, + "FP": 9964, + "IoU": 0.789868255576855, + "TN": 1670419, + "TP": 64691, + "n_pred": 74655, + "n_ref": 71937 + }, + "8": { + "Dice": 0.9296862599862441, + "FN": 337, + "FP": 992, + "IoU": 0.8686109738012853, + "TN": 1742205, + "TP": 8786, + "n_pred": 9778, + "n_ref": 9123 + }, + "9": { + "Dice": 0.8815741447390251, + "FN": 1141, + "FP": 2428, + "IoU": 0.7882276152613777, + "TN": 1735467, + "TP": 13284, + "n_pred": 15712, + "n_ref": 14425 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0064.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0064.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7078650858484387, + "FN": 76585, + "FP": 2805, + "IoU": 0.5478259879025368, + "TN": 2102442, + "TP": 96184, + "n_pred": 98989, + "n_ref": 172769 + }, + "10": { + "Dice": 0.23353293413173654, + "FN": 247, + "FP": 9, + "IoU": 0.13220338983050847, + "TN": 2277721, + "TP": 39, + "n_pred": 48, + "n_ref": 286 + }, + "11": { + "Dice": 0.6223766504517025, + "FN": 1995, + "FP": 722, + "IoU": 0.45177562550443906, + "TN": 2273060, + "TP": 2239, + "n_pred": 2961, + "n_ref": 4234 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 136, + "IoU": 0.0, + "TN": 2277880, + "TP": 0, + "n_pred": 136, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8989745602211264, + "FN": 5022, + "FP": 899, + "IoU": 0.8164884549821788, + "TN": 2245751, + "TP": 26344, + "n_pred": 27243, + "n_ref": 31366 + }, + "15": { + "Dice": 0.44556021481644964, + "FN": 3351, + "FP": 26795, + "IoU": 0.2866371660474692, + "TN": 2235757, + "TP": 12113, + "n_pred": 38908, + "n_ref": 15464 + }, + "2": { + "Dice": 0.8551269339851045, + "FN": 5113, + "FP": 13736, + "IoU": 0.7469185531297833, + "TN": 2203538, + "TP": 55629, + "n_pred": 69365, + "n_ref": 60742 + }, + "3": { + "Dice": 0.205417439703154, + "FN": 10467, + "FP": 240, + "IoU": 0.11446530477214457, + "TN": 2265925, + "TP": 1384, + "n_pred": 1624, + "n_ref": 11851 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7441583264353977, + "FN": 4986, + "FP": 80011, + "IoU": 0.5925574394447081, + "TN": 2069405, + "TP": 123614, + "n_pred": 203625, + "n_ref": 128600 + }, + "7": { + "Dice": 0.8815362873056779, + "FN": 429, + "FP": 996, + "IoU": 0.7881670878549131, + "TN": 2271289, + "TP": 5302, + "n_pred": 6298, + "n_ref": 5731 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.5827338129496403, + "FN": 96, + "FP": 20, + "IoU": 0.41116751269035534, + "TN": 2277819, + "TP": 81, + "n_pred": 101, + "n_ref": 177 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0077.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0077.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 8859, + "IoU": 0.0, + "TN": 1568229, + "TP": 0, + "n_pred": 8859, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.7396581620014863, + "FN": 495, + "FP": 556, + "IoU": 0.58687106918239, + "TN": 1574544, + "TP": 1493, + "n_pred": 2049, + "n_ref": 1988 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 1577082, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "13": { + "Dice": 0.8674298987887838, + "FN": 676, + "FP": 922, + "IoU": 0.7658951069440375, + "TN": 1570262, + "TP": 5228, + "n_pred": 6150, + "n_ref": 5904 + }, + "14": { + "Dice": 0.8643674243231153, + "FN": 977, + "FP": 5390, + "IoU": 0.7611329956856124, + "TN": 1550433, + "TP": 20288, + "n_pred": 25678, + "n_ref": 21265 + }, + "15": { + "Dice": 0.862835194026636, + "FN": 2395, + "FP": 1426, + "IoU": 0.7587600227287076, + "TN": 1561249, + "TP": 12018, + "n_pred": 13444, + "n_ref": 14413 + }, + "2": { + "Dice": 0.9391355870831825, + "FN": 2830, + "FP": 2717, + "IoU": 0.8852550577137892, + "TN": 1528746, + "TP": 42795, + "n_pred": 45512, + "n_ref": 45625 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 16, + "IoU": 0.0, + "TN": 1577072, + "TP": 0, + "n_pred": 16, + "n_ref": 0 + }, + "4": { + "Dice": 0.9503170353670565, + "FN": 1142, + "FP": 621, + "IoU": 0.9053371993127147, + "TN": 1558464, + "TP": 16861, + "n_pred": 17482, + "n_ref": 18003 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9451132756922404, + "FN": 8009, + "FP": 8039, + "IoU": 0.8959381646521761, + "TN": 1422872, + "TP": 138168, + "n_pred": 146207, + "n_ref": 146177 + }, + "7": { + "Dice": 0.9070492634295457, + "FN": 4907, + "FP": 1144, + "IoU": 0.8299086437104708, + "TN": 1541513, + "TP": 29524, + "n_pred": 30668, + "n_ref": 34431 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8591735935429466, + "FN": 1723, + "FP": 4122, + "IoU": 0.7531151003167899, + "TN": 1553413, + "TP": 17830, + "n_pred": 21952, + "n_ref": 19553 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0086.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0086.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8909315831071097, + "FN": 990, + "FP": 5358, + "IoU": 0.8033152594887684, + "TN": 2420973, + "TP": 25927, + "n_pred": 31285, + "n_ref": 26917 + }, + "11": { + "Dice": 0.0, + "FN": 173, + "FP": 55, + "IoU": 0.0, + "TN": 2453020, + "TP": 0, + "n_pred": 55, + "n_ref": 173 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5006435006435006, + "FN": 12168, + "FP": 8008, + "IoU": 0.3339055793991416, + "TN": 2422958, + "TP": 10114, + "n_pred": 18122, + "n_ref": 22282 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9395651087228193, + "FN": 223, + "FP": 986, + "IoU": 0.886018666918073, + "TN": 2442641, + "TP": 9398, + "n_pred": 10384, + "n_ref": 9621 + }, + "3": { + "Dice": 0.9411165444172779, + "FN": 405, + "FP": 173, + "IoU": 0.88878198960939, + "TN": 2448051, + "TP": 4619, + "n_pred": 4792, + "n_ref": 5024 + }, + "4": { + "Dice": 0.9393563332505999, + "FN": 608, + "FP": 2324, + "IoU": 0.8856474258970359, + "TN": 2427608, + "TP": 22708, + "n_pred": 25032, + "n_ref": 23316 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9214154344147724, + "FN": 4786, + "FP": 5896, + "IoU": 0.8542820505824898, + "TN": 2379942, + "TP": 62624, + "n_pred": 68520, + "n_ref": 67410 + }, + "7": { + "Dice": 0.7891968727789623, + "FN": 1794, + "FP": 1172, + "IoU": 0.651796196290209, + "TN": 2444730, + "TP": 5552, + "n_pred": 6724, + "n_ref": 7346 + }, + "8": { + "Dice": 0.9388274444553195, + "FN": 121, + "FP": 504, + "IoU": 0.8847076185205681, + "TN": 2447827, + "TP": 4796, + "n_pred": 5300, + "n_ref": 4917 + }, + "9": { + "Dice": 0.8508010815609992, + "FN": 439, + "FP": 3258, + "IoU": 0.7403427447675235, + "TN": 2439010, + "TP": 10541, + "n_pred": 13799, + "n_ref": 10980 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0116.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0116.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9320812115600821, + "FN": 494, + "FP": 533, + "IoU": 0.8728015853356453, + "TN": 1569014, + "TP": 7047, + "n_pred": 7580, + "n_ref": 7541 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.3591273223112323, + "FN": 7466, + "FP": 54, + "IoU": 0.218863612755791, + "TN": 1567461, + "TP": 2107, + "n_pred": 2161, + "n_ref": 9573 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 4829, + "IoU": 0.0, + "TN": 1572259, + "TP": 0, + "n_pred": 4829, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 669, + "IoU": 0.0, + "TN": 1576419, + "TP": 0, + "n_pred": 669, + "n_ref": 0 + }, + "3": { + "Dice": 0.04591104734576758, + "FN": 664, + "FP": 1, + "IoU": 0.023494860499265784, + "TN": 1576407, + "TP": 16, + "n_pred": 17, + "n_ref": 680 + }, + "4": { + "Dice": 0.9209302325581395, + "FN": 89, + "FP": 98, + "IoU": 0.853448275862069, + "TN": 1575812, + "TP": 1089, + "n_pred": 1187, + "n_ref": 1178 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.25382716049382714, + "FN": 37, + "FP": 1474, + "IoU": 0.14536199095022626, + "TN": 1575320, + "TP": 257, + "n_pred": 1731, + "n_ref": 294 + }, + "8": { + "Dice": 0.7753120665742025, + "FN": 89, + "FP": 559, + "IoU": 0.6330690826727067, + "TN": 1575322, + "TP": 1118, + "n_pred": 1677, + "n_ref": 1207 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0134.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0134.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9663813239164063, + "FN": 1441, + "FP": 4014, + "IoU": 0.9349495575854421, + "TN": 2194158, + "TP": 78403, + "n_pred": 82417, + "n_ref": 79844 + }, + "10": { + "Dice": 0.22297373464096495, + "FN": 13034, + "FP": 752, + "IoU": 0.1254757675716823, + "TN": 2262252, + "TP": 1978, + "n_pred": 2730, + "n_ref": 15012 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.09294465568229827, + "FN": 2127, + "FP": 20, + "IoU": 0.04873726185201595, + "TN": 2275759, + "TP": 110, + "n_pred": 130, + "n_ref": 2237 + }, + "13": { + "Dice": 0.4329470198675497, + "FN": 6643, + "FP": 207, + "IoU": 0.2762810353935552, + "TN": 2268551, + "TP": 2615, + "n_pred": 2822, + "n_ref": 9258 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9636958605568471, + "FN": 1956, + "FP": 1339, + "IoU": 0.9299353576592668, + "TN": 2230988, + "TP": 43733, + "n_pred": 45072, + "n_ref": 45689 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 16982, + "IoU": 0.0, + "TN": 2261034, + "TP": 0, + "n_pred": 16982, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7723344145652401, + "FN": 9035, + "FP": 1844, + "IoU": 0.629108141279149, + "TN": 2248684, + "TP": 18453, + "n_pred": 20297, + "n_ref": 27488 + }, + "7": { + "Dice": 0.8953533316528023, + "FN": 299, + "FP": 12155, + "IoU": 0.8105336822247916, + "TN": 2212284, + "TP": 53278, + "n_pred": 65433, + "n_ref": 53577 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 2278011, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0142.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0142.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9616870700803707, + "FN": 998, + "FP": 3831, + "IoU": 0.9262015740811492, + "TN": 2738277, + "TP": 60606, + "n_pred": 64437, + "n_ref": 61604 + }, + "10": { + "Dice": 0.8216255976461935, + "FN": 286, + "FP": 199, + "IoU": 0.6972534332084894, + "TN": 2802110, + "TP": 1117, + "n_pred": 1316, + "n_ref": 1403 + }, + "11": { + "Dice": 0.6614593255858259, + "FN": 1604, + "FP": 173, + "IoU": 0.4941645317392542, + "TN": 2800199, + "TP": 1736, + "n_pred": 1909, + "n_ref": 3340 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 2803707, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "13": { + "Dice": 0.6972177894955942, + "FN": 1573, + "FP": 7155, + "IoU": 0.5351760132076476, + "TN": 2784935, + "TP": 10049, + "n_pred": 17204, + "n_ref": 11622 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1734, + "IoU": 0.0, + "TN": 2801978, + "TP": 0, + "n_pred": 1734, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9737458042275242, + "FN": 478, + "FP": 969, + "IoU": 0.9488349068279056, + "TN": 2775431, + "TP": 26834, + "n_pred": 27803, + "n_ref": 27312 + }, + "3": { + "Dice": 0.9687620857689035, + "FN": 1827, + "FP": 1000, + "IoU": 0.9394166684525213, + "TN": 2757049, + "TP": 43836, + "n_pred": 44836, + "n_ref": 45663 + }, + "4": { + "Dice": 0.5966248714170536, + "FN": 209, + "FP": 14300, + "IoU": 0.4251357026823567, + "TN": 2778473, + "TP": 10730, + "n_pred": 25030, + "n_ref": 10939 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9177577686006364, + "FN": 6730, + "FP": 17566, + "IoU": 0.8480151134131542, + "TN": 2643854, + "TP": 135562, + "n_pred": 153128, + "n_ref": 142292 + }, + "7": { + "Dice": 0.22107272835749656, + "FN": 22952, + "FP": 238160, + "IoU": 0.12427305594869972, + "TN": 2505546, + "TP": 37054, + "n_pred": 275214, + "n_ref": 60006 + }, + "8": { + "Dice": 0.9406923263132414, + "FN": 184, + "FP": 796, + "IoU": 0.8880255941499086, + "TN": 2794960, + "TP": 7772, + "n_pred": 8568, + "n_ref": 7956 + }, + "9": { + "Dice": 0.8821376281112738, + "FN": 90, + "FP": 1520, + "IoU": 0.7891290111329404, + "TN": 2796077, + "TP": 6025, + "n_pred": 7545, + "n_ref": 6115 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0184.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0184.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9760815775661693, + "FN": 811, + "FP": 1103, + "IoU": 0.9532806092560047, + "TN": 3288440, + "TP": 39054, + "n_pred": 40157, + "n_ref": 39865 + }, + "10": { + "Dice": 0.558891454965358, + "FN": 85, + "FP": 106, + "IoU": 0.38782051282051283, + "TN": 3329096, + "TP": 121, + "n_pred": 227, + "n_ref": 206 + }, + "11": { + "Dice": 0.7222693431344831, + "FN": 2213, + "FP": 734, + "IoU": 0.5652751143236465, + "TN": 3322629, + "TP": 3832, + "n_pred": 4566, + "n_ref": 6045 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8931406472623652, + "FN": 1799, + "FP": 301, + "IoU": 0.8069143067304156, + "TN": 3318532, + "TP": 8776, + "n_pred": 9077, + "n_ref": 10575 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 3329406, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.964921870582248, + "FN": 727, + "FP": 1134, + "IoU": 0.9322212914739411, + "TN": 3301951, + "TP": 25596, + "n_pred": 26730, + "n_ref": 26323 + }, + "3": { + "Dice": 0.9603008775595487, + "FN": 242, + "FP": 803, + "IoU": 0.9236334405144695, + "TN": 3315724, + "TP": 12639, + "n_pred": 13442, + "n_ref": 12881 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8998440686098117, + "FN": 700, + "FP": 135, + "IoU": 0.8179241168774531, + "TN": 3324822, + "TP": 3751, + "n_pred": 3886, + "n_ref": 4451 + }, + "6": { + "Dice": 0.9716925087058096, + "FN": 3058, + "FP": 11761, + "IoU": 0.9449435280130777, + "TN": 3060248, + "TP": 254341, + "n_pred": 266102, + "n_ref": 257399 + }, + "7": { + "Dice": 0.916904047976012, + "FN": 12318, + "FP": 984, + "IoU": 0.8465584662767761, + "TN": 3242717, + "TP": 73389, + "n_pred": 74373, + "n_ref": 85707 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9127327274331598, + "FN": 1332, + "FP": 646, + "IoU": 0.8394741113455608, + "TN": 3317086, + "TP": 10344, + "n_pred": 10990, + "n_ref": 11676 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0214.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0214.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9635376984435495, + "FN": 1442, + "FP": 903, + "IoU": 0.9296408533109304, + "TN": 2069455, + "TP": 30984, + "n_pred": 31887, + "n_ref": 32426 + }, + "10": { + "Dice": 0.9252968208409793, + "FN": 2599, + "FP": 2164, + "IoU": 0.8609789556638744, + "TN": 2068523, + "TP": 29498, + "n_pred": 31662, + "n_ref": 32097 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8140394637209923, + "FN": 1399, + "FP": 2776, + "IoU": 0.6863967550514535, + "TN": 2089471, + "TP": 9138, + "n_pred": 11914, + "n_ref": 10537 + }, + "14": { + "Dice": 0.02540220152413209, + "FN": 27, + "FP": 2275, + "IoU": 0.012864493996569469, + "TN": 2100452, + "TP": 30, + "n_pred": 2305, + "n_ref": 57 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8128988535607387, + "FN": 5349, + "FP": 1277, + "IoU": 0.6847764034253092, + "TN": 2081764, + "TP": 14394, + "n_pred": 15671, + "n_ref": 19743 + }, + "5": { + "Dice": 0.6689678510998308, + "FN": 4552, + "FP": 339, + "IoU": 0.5025933082477372, + "TN": 2092951, + "TP": 4942, + "n_pred": 5281, + "n_ref": 9494 + }, + "6": { + "Dice": 0.9611375984033707, + "FN": 5276, + "FP": 1734, + "IoU": 0.9251827738940178, + "TN": 2009089, + "TP": 86685, + "n_pred": 88419, + "n_ref": 91961 + }, + "7": { + "Dice": 0.7138607249104487, + "FN": 340, + "FP": 4373, + "IoU": 0.5550415407854985, + "TN": 2092192, + "TP": 5879, + "n_pred": 10252, + "n_ref": 6219 + }, + "8": { + "Dice": 0.9581428748981536, + "FN": 2044, + "FP": 987, + "IoU": 0.9196490111871056, + "TN": 2065062, + "TP": 34691, + "n_pred": 35678, + "n_ref": 36735 + }, + "9": { + "Dice": 0.5919354838709677, + "FN": 490, + "FP": 16, + "IoU": 0.42038946162657503, + "TN": 2101911, + "TP": 367, + "n_pred": 383, + "n_ref": 857 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0215.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0215.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.767141425031682, + "FN": 3365, + "FP": 8946, + "IoU": 0.6222460877569806, + "TN": 2771122, + "TP": 20279, + "n_pred": 29225, + "n_ref": 23644 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7451937038973108, + "FN": 8810, + "FP": 4351, + "IoU": 0.5938715052768005, + "TN": 2771306, + "TP": 19245, + "n_pred": 23596, + "n_ref": 28055 + }, + "14": { + "Dice": 0.9353238717281344, + "FN": 1039, + "FP": 2912, + "IoU": 0.8785055350553506, + "TN": 2771192, + "TP": 28569, + "n_pred": 31481, + "n_ref": 29608 + }, + "15": { + "Dice": 0.6274696500833135, + "FN": 2918, + "FP": 1777, + "IoU": 0.4571626777662158, + "TN": 2795063, + "TP": 3954, + "n_pred": 5731, + "n_ref": 6872 + }, + "2": { + "Dice": 0.9536035612401643, + "FN": 1329, + "FP": 1631, + "IoU": 0.9113214895593037, + "TN": 2770333, + "TP": 30419, + "n_pred": 32050, + "n_ref": 31748 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.07165001722356183, + "FN": 1210, + "FP": 1485, + "IoU": 0.037156127188281526, + "TN": 2800913, + "TP": 104, + "n_pred": 1589, + "n_ref": 1314 + }, + "5": { + "Dice": 0.42451154529307283, + "FN": 1127, + "FP": 169, + "IoU": 0.26944757609921083, + "TN": 2801938, + "TP": 478, + "n_pred": 647, + "n_ref": 1605 + }, + "6": { + "Dice": 0.9733339134916943, + "FN": 313, + "FP": 7654, + "IoU": 0.9480530488759064, + "TN": 2650344, + "TP": 145401, + "n_pred": 153055, + "n_ref": 145714 + }, + "7": { + "Dice": 0.6907782616928612, + "FN": 58, + "FP": 1575, + "IoU": 0.5276251084755569, + "TN": 2800255, + "TP": 1824, + "n_pred": 3399, + "n_ref": 1882 + }, + "8": { + "Dice": 0.45, + "FN": 13, + "FP": 97, + "IoU": 0.2903225806451613, + "TN": 2803557, + "TP": 45, + "n_pred": 142, + "n_ref": 58 + }, + "9": { + "Dice": 0.9619059234866041, + "FN": 206, + "FP": 731, + "IoU": 0.9266076603744028, + "TN": 2790945, + "TP": 11830, + "n_pred": 12561, + "n_ref": 12036 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0217.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0217.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 483, + "IoU": 0.0, + "TN": 1751837, + "TP": 0, + "n_pred": 483, + "n_ref": 0 + }, + "10": { + "Dice": 0.37230081906180196, + "FN": 2184, + "FP": 345, + "IoU": 0.22872827081427263, + "TN": 1749041, + "TP": 750, + "n_pred": 1095, + "n_ref": 2934 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6570622607293976, + "FN": 1687, + "FP": 1717, + "IoU": 0.4892723180795199, + "TN": 1745655, + "TP": 3261, + "n_pred": 4978, + "n_ref": 4948 + }, + "14": { + "Dice": 0.0, + "FN": 2404, + "FP": 0, + "IoU": 0.0, + "TN": 1749916, + "TP": 0, + "n_pred": 0, + "n_ref": 2404 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9304428115261801, + "FN": 2987, + "FP": 629, + "IoU": 0.8699327362325097, + "TN": 1724519, + "TP": 24185, + "n_pred": 24814, + "n_ref": 27172 + }, + "3": { + "Dice": 0.9081474738279472, + "FN": 380, + "FP": 3656, + "IoU": 0.831749207937302, + "TN": 1728332, + "TP": 19952, + "n_pred": 23608, + "n_ref": 20332 + }, + "4": { + "Dice": 0.7495870877009371, + "FN": 2605, + "FP": 12708, + "IoU": 0.599471646788031, + "TN": 1714088, + "TP": 22919, + "n_pred": 35627, + "n_ref": 25524 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8980135596371016, + "FN": 15792, + "FP": 3959, + "IoU": 0.8149043642872539, + "TN": 1645613, + "TP": 86956, + "n_pred": 90915, + "n_ref": 102748 + }, + "7": { + "Dice": 0.26474442988204455, + "FN": 17, + "FP": 544, + "IoU": 0.15256797583081572, + "TN": 1751658, + "TP": 101, + "n_pred": 645, + "n_ref": 118 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0224.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0224.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 2102777, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "10": { + "Dice": 0.8162251655629139, + "FN": 415, + "FP": 251, + "IoU": 0.6895104895104895, + "TN": 2100639, + "TP": 1479, + "n_pred": 1730, + "n_ref": 1894 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.4441934691873312, + "FN": 8110, + "FP": 3209, + "IoU": 0.2855068804443883, + "TN": 2086942, + "TP": 4523, + "n_pred": 7732, + "n_ref": 12633 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 147, + "IoU": 0.0, + "TN": 2102637, + "TP": 0, + "n_pred": 147, + "n_ref": 0 + }, + "6": { + "Dice": 0.9407563870448602, + "FN": 150, + "FP": 1028, + "IoU": 0.8881397777988795, + "TN": 2092253, + "TP": 9353, + "n_pred": 10381, + "n_ref": 9503 + }, + "7": { + "Dice": 0.9627424157077331, + "FN": 348, + "FP": 115, + "IoU": 0.9281613653995345, + "TN": 2096339, + "TP": 5982, + "n_pred": 6097, + "n_ref": 6330 + }, + "8": { + "Dice": 0.8545681184924476, + "FN": 4552, + "FP": 15282, + "IoU": 0.7460662936740625, + "TN": 2024677, + "TP": 58273, + "n_pred": 73555, + "n_ref": 62825 + }, + "9": { + "Dice": 0.30214830214830213, + "FN": 41, + "FP": 1973, + "IoU": 0.17795918367346938, + "TN": 2100334, + "TP": 436, + "n_pred": 2409, + "n_ref": 477 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0239.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0239.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9528311477076344, + "FN": 240, + "FP": 688, + "IoU": 0.9099116590622269, + "TN": 1742019, + "TP": 9373, + "n_pred": 10061, + "n_ref": 9613 + }, + "10": { + "Dice": 0.19210977701543738, + "FN": 2826, + "FP": 0, + "IoU": 0.1062618595825427, + "TN": 1749158, + "TP": 336, + "n_pred": 336, + "n_ref": 3162 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.503165933587897, + "FN": 8946, + "FP": 1333, + "IoU": 0.3361534487212607, + "TN": 1736836, + "TP": 5205, + "n_pred": 6538, + "n_ref": 14151 + }, + "14": { + "Dice": 0.9171779141104295, + "FN": 210, + "FP": 6, + "IoU": 0.8470254957507082, + "TN": 1750908, + "TP": 1196, + "n_pred": 1202, + "n_ref": 1406 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.6963982482795603, + "FN": 195, + "FP": 3202, + "IoU": 0.5342108871520637, + "TN": 1745027, + "TP": 3896, + "n_pred": 7098, + "n_ref": 4091 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9508169023603156, + "FN": 1719, + "FP": 1192, + "IoU": 0.9062449676318078, + "TN": 1721271, + "TP": 28138, + "n_pred": 29330, + "n_ref": 29857 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 225, + "IoU": 0.0, + "TN": 1752095, + "TP": 0, + "n_pred": 225, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 14, + "FP": 22047, + "IoU": 0.0, + "TN": 1730259, + "TP": 0, + "n_pred": 22047, + "n_ref": 14 + }, + "9": { + "Dice": 0.753215571943063, + "FN": 1412, + "FP": 27, + "IoU": 0.6041265474552957, + "TN": 1748685, + "TP": 2196, + "n_pred": 2223, + "n_ref": 3608 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0248.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0248.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9129907675090926, + "FN": 837, + "FP": 96, + "IoU": 0.839910775566232, + "TN": 2797884, + "TP": 4895, + "n_pred": 4991, + "n_ref": 5732 + }, + "10": { + "Dice": 0.9371433297494004, + "FN": 946, + "FP": 574, + "IoU": 0.8817212668274842, + "TN": 2790861, + "TP": 11331, + "n_pred": 11905, + "n_ref": 12277 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7384506460558145, + "FN": 4242, + "FP": 191, + "IoU": 0.5853521653727435, + "TN": 2793021, + "TP": 6258, + "n_pred": 6449, + "n_ref": 10500 + }, + "14": { + "Dice": 0.8678245100090675, + "FN": 5263, + "FP": 4212, + "IoU": 0.7665105963528832, + "TN": 2763132, + "TP": 31105, + "n_pred": 35317, + "n_ref": 36368 + }, + "15": { + "Dice": 0.8762918885061071, + "FN": 82, + "FP": 313, + "IoU": 0.7798216276477146, + "TN": 2801918, + "TP": 1399, + "n_pred": 1712, + "n_ref": 1481 + }, + "2": { + "Dice": 0.9800714411085232, + "FN": 3777, + "FP": 424, + "IoU": 0.9609216572714926, + "TN": 2696210, + "TP": 103301, + "n_pred": 103725, + "n_ref": 107078 + }, + "3": { + "Dice": 0.35454545454545455, + "FN": 239, + "FP": 187, + "IoU": 0.2154696132596685, + "TN": 2803169, + "TP": 117, + "n_pred": 304, + "n_ref": 356 + }, + "4": { + "Dice": 0.596248766041461, + "FN": 413, + "FP": 814, + "IoU": 0.4247538677918425, + "TN": 2801579, + "TP": 906, + "n_pred": 1720, + "n_ref": 1319 + }, + "5": { + "Dice": 0.8235294117647058, + "FN": 12, + "FP": 0, + "IoU": 0.7, + "TN": 2803672, + "TP": 28, + "n_pred": 28, + "n_ref": 40 + }, + "6": { + "Dice": 0.9814623268809693, + "FN": 755, + "FP": 2005, + "IoU": 0.9635994355274785, + "TN": 2727889, + "TP": 73063, + "n_pred": 75068, + "n_ref": 73818 + }, + "7": { + "Dice": 0.9298837964787457, + "FN": 3027, + "FP": 3556, + "IoU": 0.8689559072359908, + "TN": 2753477, + "TP": 43652, + "n_pred": 47208, + "n_ref": 46679 + }, + "8": { + "Dice": 0.6440224211495023, + "FN": 649, + "FP": 3606, + "IoU": 0.47495064165844025, + "TN": 2795608, + "TP": 3849, + "n_pred": 7455, + "n_ref": 4498 + }, + "9": { + "Dice": 0.8915599227934725, + "FN": 394, + "FP": 842, + "IoU": 0.8043375019787874, + "TN": 2797395, + "TP": 5081, + "n_pred": 5923, + "n_ref": 5475 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0263.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0263.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 25, + "IoU": 0.0, + "TN": 1752295, + "TP": 0, + "n_pred": 25, + "n_ref": 0 + }, + "10": { + "Dice": 0.6767381505258845, + "FN": 10322, + "FP": 1511, + "IoU": 0.5114166563441925, + "TN": 1728101, + "TP": 12386, + "n_pred": 13897, + "n_ref": 22708 + }, + "11": { + "Dice": 0.7117761873780091, + "FN": 618, + "FP": 268, + "IoU": 0.5525252525252525, + "TN": 1750340, + "TP": 1094, + "n_pred": 1362, + "n_ref": 1712 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 46, + "IoU": 0.0, + "TN": 1752274, + "TP": 0, + "n_pred": 46, + "n_ref": 0 + }, + "13": { + "Dice": 0.8301981565662908, + "FN": 3023, + "FP": 3738, + "IoU": 0.7096912705569153, + "TN": 1729031, + "TP": 16528, + "n_pred": 20266, + "n_ref": 19551 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9661912741846648, + "FN": 1852, + "FP": 1033, + "IoU": 0.9345938470606906, + "TN": 1708211, + "TP": 41224, + "n_pred": 42257, + "n_ref": 43076 + }, + "3": { + "Dice": 0.9636253293693777, + "FN": 2375, + "FP": 2360, + "IoU": 0.929804014587719, + "TN": 1684866, + "TP": 62719, + "n_pred": 65079, + "n_ref": 65094 + }, + "4": { + "Dice": 0.2956521739130435, + "FN": 78, + "FP": 3, + "IoU": 0.17346938775510204, + "TN": 1752222, + "TP": 17, + "n_pred": 20, + "n_ref": 95 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7321076224108796, + "FN": 2120, + "FP": 24355, + "IoU": 0.5774209509824264, + "TN": 1689669, + "TP": 36176, + "n_pred": 60531, + "n_ref": 38296 + }, + "7": { + "Dice": 0.7016923898496166, + "FN": 134085, + "FP": 1656, + "IoU": 0.5404669774433036, + "TN": 1456931, + "TP": 159648, + "n_pred": 161304, + "n_ref": 293733 + }, + "8": { + "Dice": 0.8922273781902552, + "FN": 1549, + "FP": 2167, + "IoU": 0.8054246517959995, + "TN": 1733222, + "TP": 15382, + "n_pred": 17549, + "n_ref": 16931 + }, + "9": { + "Dice": 0.9127362495265213, + "FN": 705, + "FP": 5976, + "IoU": 0.839480070156892, + "TN": 1710699, + "TP": 34940, + "n_pred": 40916, + "n_ref": 35645 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0272.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0272.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9212099163245153, + "FN": 1928, + "FP": 4136, + "IoU": 0.8539287951052656, + "TN": 2411734, + "TP": 35450, + "n_pred": 39586, + "n_ref": 37378 + }, + "10": { + "Dice": 0.8675782325410664, + "FN": 2035, + "FP": 2294, + "IoU": 0.76612641815235, + "TN": 2434738, + "TP": 14181, + "n_pred": 16475, + "n_ref": 16216 + }, + "11": { + "Dice": 0.0, + "FN": 1500, + "FP": 0, + "IoU": 0.0, + "TN": 2451748, + "TP": 0, + "n_pred": 0, + "n_ref": 1500 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 40, + "IoU": 0.0, + "TN": 2453208, + "TP": 0, + "n_pred": 40, + "n_ref": 0 + }, + "13": { + "Dice": 0.794465229526694, + "FN": 6628, + "FP": 3755, + "IoU": 0.6590147783251231, + "TN": 2422798, + "TP": 20067, + "n_pred": 23822, + "n_ref": 26695 + }, + "14": { + "Dice": 0.8941672826330695, + "FN": 9924, + "FP": 2819, + "IoU": 0.8085918137438979, + "TN": 2386673, + "TP": 53832, + "n_pred": 56651, + "n_ref": 63756 + }, + "15": { + "Dice": 0.7177437124240612, + "FN": 4864, + "FP": 4103, + "IoU": 0.5597505891594659, + "TN": 2432880, + "TP": 11401, + "n_pred": 15504, + "n_ref": 16265 + }, + "2": { + "Dice": 0.0, + "FN": 14830, + "FP": 4123, + "IoU": 0.0, + "TN": 2434295, + "TP": 0, + "n_pred": 4123, + "n_ref": 14830 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 15217, + "IoU": 0.0, + "TN": 2438031, + "TP": 0, + "n_pred": 15217, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 829, + "IoU": 0.0, + "TN": 2452419, + "TP": 0, + "n_pred": 829, + "n_ref": 0 + }, + "5": { + "Dice": 0.22672064777327935, + "FN": 190, + "FP": 1, + "IoU": 0.1278538812785388, + "TN": 2453029, + "TP": 28, + "n_pred": 29, + "n_ref": 218 + }, + "6": { + "Dice": 0.9461794084971639, + "FN": 10315, + "FP": 11679, + "IoU": 0.8978562538314354, + "TN": 2237924, + "TP": 193330, + "n_pred": 205009, + "n_ref": 203645 + }, + "7": { + "Dice": 0.9221211921633046, + "FN": 14334, + "FP": 25870, + "IoU": 0.8554961703106523, + "TN": 2175027, + "TP": 238017, + "n_pred": 263887, + "n_ref": 252351 + }, + "8": { + "Dice": 0.21602564102564104, + "FN": 367, + "FP": 2079, + "IoU": 0.12109234638878907, + "TN": 2450465, + "TP": 337, + "n_pred": 2416, + "n_ref": 704 + }, + "9": { + "Dice": 0.8562188507768983, + "FN": 13638, + "FP": 2056, + "IoU": 0.7485862582701889, + "TN": 2390825, + "TP": 46729, + "n_pred": 48785, + "n_ref": 60367 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0294.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0294.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9311666735697882, + "FN": 2442, + "FP": 12515, + "IoU": 0.8711991388589881, + "TN": 1636195, + "TP": 101168, + "n_pred": 113683, + "n_ref": 103610 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 4637, + "IoU": 0.0, + "TN": 1747683, + "TP": 0, + "n_pred": 4637, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 628, + "FP": 0, + "IoU": 0.0, + "TN": 1751692, + "TP": 0, + "n_pred": 0, + "n_ref": 628 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 1752312, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "14": { + "Dice": 0.8301987336217165, + "FN": 8115, + "FP": 2719, + "IoU": 0.7096921139366007, + "TN": 1715001, + "TP": 26485, + "n_pred": 29204, + "n_ref": 34600 + }, + "15": { + "Dice": 0.31006925945657965, + "FN": 714, + "FP": 581, + "IoU": 0.18348045397225726, + "TN": 1750734, + "TP": 291, + "n_pred": 872, + "n_ref": 1005 + }, + "2": { + "Dice": 0.9450878242810377, + "FN": 2643, + "FP": 477, + "IoU": 0.8958924221695752, + "TN": 1722351, + "TP": 26849, + "n_pred": 27326, + "n_ref": 29492 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2090, + "IoU": 0.0, + "TN": 1750230, + "TP": 0, + "n_pred": 2090, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 7, + "FP": 0, + "IoU": 0.0, + "TN": 1752313, + "TP": 0, + "n_pred": 0, + "n_ref": 7 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9054303745830634, + "FN": 89466, + "FP": 1177, + "IoU": 0.8272021747709036, + "TN": 1227759, + "TP": 433918, + "n_pred": 435095, + "n_ref": 523384 + }, + "7": { + "Dice": 0.03633540372670808, + "FN": 446, + "FP": 5760, + "IoU": 0.01850387474300174, + "TN": 1745997, + "TP": 117, + "n_pred": 5877, + "n_ref": 563 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 1957, + "IoU": 0.0, + "TN": 1750363, + "TP": 0, + "n_pred": 1957, + "n_ref": 0 + }, + "9": { + "Dice": 0.5230606114154445, + "FN": 2630, + "FP": 69, + "IoU": 0.3541517109356305, + "TN": 1748141, + "TP": 1480, + "n_pred": 1549, + "n_ref": 4110 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0317.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0317.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9616706033927421, + "FN": 493, + "FP": 3791, + "IoU": 0.9261710267810981, + "TN": 1519062, + "TP": 53742, + "n_pred": 57533, + "n_ref": 54235 + }, + "10": { + "Dice": 0.905537157546143, + "FN": 1261, + "FP": 2818, + "IoU": 0.8273804485823106, + "TN": 1553458, + "TP": 19551, + "n_pred": 22369, + "n_ref": 20812 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7736865407319953, + "FN": 5032, + "FP": 1102, + "IoU": 0.6309043865455202, + "TN": 1560469, + "TP": 10485, + "n_pred": 11587, + "n_ref": 15517 + }, + "14": { + "Dice": 0.9560826146164322, + "FN": 1090, + "FP": 1232, + "IoU": 0.9158604196108273, + "TN": 1549491, + "TP": 25275, + "n_pred": 26507, + "n_ref": 26365 + }, + "15": { + "Dice": 0.867488978055184, + "FN": 6906, + "FP": 3794, + "IoU": 0.7659872277141108, + "TN": 1531364, + "TP": 35024, + "n_pred": 38818, + "n_ref": 41930 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9713950886912055, + "FN": 401, + "FP": 673, + "IoU": 0.9443811496633868, + "TN": 1557778, + "TP": 18236, + "n_pred": 18909, + "n_ref": 18637 + }, + "4": { + "Dice": 0.9248189042830016, + "FN": 523, + "FP": 546, + "IoU": 0.8601517530088959, + "TN": 1569444, + "TP": 6575, + "n_pred": 7121, + "n_ref": 7098 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 80, + "IoU": 0.0, + "TN": 1577008, + "TP": 0, + "n_pred": 80, + "n_ref": 0 + }, + "7": { + "Dice": 0.9451326399439056, + "FN": 721, + "FP": 1157, + "IoU": 0.8959729684816928, + "TN": 1559035, + "TP": 16175, + "n_pred": 17332, + "n_ref": 16896 + }, + "8": { + "Dice": 0.9452024744439083, + "FN": 824, + "FP": 425, + "IoU": 0.8960984943016388, + "TN": 1565067, + "TP": 10772, + "n_pred": 11197, + "n_ref": 11596 + }, + "9": { + "Dice": 0.9359194952812973, + "FN": 1041, + "FP": 188, + "IoU": 0.8795570364562917, + "TN": 1566884, + "TP": 8975, + "n_pred": 9163, + "n_ref": 10016 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0321.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0321.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9004711074005606, + "FN": 547, + "FP": 1122, + "IoU": 0.818960841739885, + "TN": 2093565, + "TP": 7550, + "n_pred": 8672, + "n_ref": 8097 + }, + "11": { + "Dice": 0.6530612244897959, + "FN": 303, + "FP": 54, + "IoU": 0.48484848484848486, + "TN": 2102091, + "TP": 336, + "n_pred": 390, + "n_ref": 639 + }, + "12": { + "Dice": 0.792436613665664, + "FN": 310, + "FP": 173, + "IoU": 0.6562277580071174, + "TN": 2101379, + "TP": 922, + "n_pred": 1095, + "n_ref": 1232 + }, + "13": { + "Dice": 0.5351696999508117, + "FN": 310, + "FP": 635, + "IoU": 0.3653458697112156, + "TN": 2101295, + "TP": 544, + "n_pred": 1179, + "n_ref": 854 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 26, + "IoU": 0.0, + "TN": 2102758, + "TP": 0, + "n_pred": 26, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 727, + "IoU": 0.0, + "TN": 2102057, + "TP": 0, + "n_pred": 727, + "n_ref": 0 + }, + "3": { + "Dice": 0.23847019122609675, + "FN": 659, + "FP": 18, + "IoU": 0.13537675606641125, + "TN": 2102001, + "TP": 106, + "n_pred": 124, + "n_ref": 765 + }, + "4": { + "Dice": 0.14473684210526316, + "FN": 353, + "FP": 2507, + "IoU": 0.07801418439716312, + "TN": 2099682, + "TP": 242, + "n_pred": 2749, + "n_ref": 595 + }, + "5": { + "Dice": 0.4734420744458386, + "FN": 19, + "FP": 1240, + "IoU": 0.3101369863013699, + "TN": 2100959, + "TP": 566, + "n_pred": 1806, + "n_ref": 585 + }, + "6": { + "Dice": 0.9607270568848543, + "FN": 3686, + "FP": 15237, + "IoU": 0.9244222735224341, + "TN": 1852406, + "TP": 231455, + "n_pred": 246692, + "n_ref": 235141 + }, + "7": { + "Dice": 0.9573208393608894, + "FN": 16759, + "FP": 4247, + "IoU": 0.9181355833122236, + "TN": 1846189, + "TP": 235589, + "n_pred": 239836, + "n_ref": 252348 + }, + "8": { + "Dice": 0.8404509600828619, + "FN": 702, + "FP": 7308, + "IoU": 0.7248084653176212, + "TN": 2073677, + "TP": 21097, + "n_pred": 28405, + "n_ref": 21799 + }, + "9": { + "Dice": 0.875432386774998, + "FN": 2766, + "FP": 3428, + "IoU": 0.7784613183590258, + "TN": 2074825, + "TP": 21765, + "n_pred": 25193, + "n_ref": 24531 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0336.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0336.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9708114301796142, + "FN": 630, + "FP": 5178, + "IoU": 0.9432784803945505, + "TN": 2701317, + "TP": 96587, + "n_pred": 101765, + "n_ref": 97217 + }, + "10": { + "Dice": 0.4839890210430009, + "FN": 600, + "FP": 528, + "IoU": 0.3192516596258298, + "TN": 2802055, + "TP": 529, + "n_pred": 1057, + "n_ref": 1129 + }, + "11": { + "Dice": 0.6779158167995549, + "FN": 721, + "FP": 1016, + "IoU": 0.5127629733520337, + "TN": 2800147, + "TP": 1828, + "n_pred": 2844, + "n_ref": 2549 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 137, + "IoU": 0.0, + "TN": 2803575, + "TP": 0, + "n_pred": 137, + "n_ref": 0 + }, + "13": { + "Dice": 0.34545454545454546, + "FN": 4465, + "FP": 71, + "IoU": 0.2087912087912088, + "TN": 2797979, + "TP": 1197, + "n_pred": 1268, + "n_ref": 5662 + }, + "14": { + "Dice": 0.2684200394629193, + "FN": 4969, + "FP": 55837, + "IoU": 0.15501452175483943, + "TN": 2731751, + "TP": 11155, + "n_pred": 66992, + "n_ref": 16124 + }, + "15": { + "Dice": 0.5857519788918206, + "FN": 18, + "FP": 2965, + "IoU": 0.4141791044776119, + "TN": 2798620, + "TP": 2109, + "n_pred": 5074, + "n_ref": 2127 + }, + "2": { + "Dice": 0.9541412728544311, + "FN": 1238, + "FP": 2434, + "IoU": 0.9123041650745128, + "TN": 2761840, + "TP": 38200, + "n_pred": 40634, + "n_ref": 39438 + }, + "3": { + "Dice": 0.9787608918503332, + "FN": 789, + "FP": 537, + "IoU": 0.958405219737131, + "TN": 2771833, + "TP": 30553, + "n_pred": 31090, + "n_ref": 31342 + }, + "4": { + "Dice": 0.9087325651910249, + "FN": 539, + "FP": 63, + "IoU": 0.8327313142539594, + "TN": 2800113, + "TP": 2997, + "n_pred": 3060, + "n_ref": 3536 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9865462641040929, + "FN": 1607, + "FP": 4418, + "IoU": 0.973449728548262, + "TN": 2576784, + "TP": 220903, + "n_pred": 225321, + "n_ref": 222510 + }, + "7": { + "Dice": 0.8908875859408107, + "FN": 5000, + "FP": 12251, + "IoU": 0.8032437241237724, + "TN": 2716035, + "TP": 70426, + "n_pred": 82677, + "n_ref": 75426 + }, + "8": { + "Dice": 0.8801305169156792, + "FN": 252, + "FP": 3936, + "IoU": 0.785922404539181, + "TN": 2784149, + "TP": 15375, + "n_pred": 19311, + "n_ref": 15627 + }, + "9": { + "Dice": 0.45735981308411217, + "FN": 255, + "FP": 7177, + "IoU": 0.29647860658841346, + "TN": 2793148, + "TP": 3132, + "n_pred": 10309, + "n_ref": 3387 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0348.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0348.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.628099173553719, + "FN": 1, + "FP": 134, + "IoU": 0.4578313253012048, + "TN": 1576839, + "TP": 114, + "n_pred": 248, + "n_ref": 115 + }, + "10": { + "Dice": 0.7270776932114216, + "FN": 4796, + "FP": 5890, + "IoU": 0.5711878009630819, + "TN": 1552168, + "TP": 14234, + "n_pred": 20124, + "n_ref": 19030 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 1577087, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "12": { + "Dice": 0.7193846893402235, + "FN": 58, + "FP": 2277, + "IoU": 0.5617492492492493, + "TN": 1571760, + "TP": 2993, + "n_pred": 5270, + "n_ref": 3051 + }, + "13": { + "Dice": 0.0, + "FN": 4398, + "FP": 468, + "IoU": 0.0, + "TN": 1572222, + "TP": 0, + "n_pred": 468, + "n_ref": 4398 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7611754229741763, + "FN": 1203, + "FP": 138, + "IoU": 0.6144335825186888, + "TN": 1573610, + "TP": 2137, + "n_pred": 2275, + "n_ref": 3340 + }, + "3": { + "Dice": 0.7628169014084507, + "FN": 123, + "FP": 1140, + "IoU": 0.6165755919854281, + "TN": 1573794, + "TP": 2031, + "n_pred": 3171, + "n_ref": 2154 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 211, + "IoU": 0.0, + "TN": 1576877, + "TP": 0, + "n_pred": 211, + "n_ref": 0 + }, + "6": { + "Dice": 0.9392017595356413, + "FN": 1901, + "FP": 12805, + "IoU": 0.8853726596723152, + "TN": 1448794, + "TP": 113588, + "n_pred": 126393, + "n_ref": 115489 + }, + "7": { + "Dice": 0.9089417746260929, + "FN": 4831, + "FP": 10822, + "IoU": 0.8330827388378813, + "TN": 1483311, + "TP": 78124, + "n_pred": 88946, + "n_ref": 82955 + }, + "8": { + "Dice": 0.9465576997133199, + "FN": 2580, + "FP": 1167, + "IoU": 0.8985377741673436, + "TN": 1540158, + "TP": 33183, + "n_pred": 34350, + "n_ref": 35763 + }, + "9": { + "Dice": 0.0, + "FN": 31, + "FP": 4558, + "IoU": 0.0, + "TN": 1572499, + "TP": 0, + "n_pred": 4558, + "n_ref": 31 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0351.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0351.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9716204359856921, + "FN": 2005, + "FP": 1359, + "IoU": 0.9448072190319934, + "TN": 2742762, + "TP": 57586, + "n_pred": 58945, + "n_ref": 59591 + }, + "10": { + "Dice": 0.8931225296442687, + "FN": 734, + "FP": 1970, + "IoU": 0.8068847307527496, + "TN": 2789710, + "TP": 11298, + "n_pred": 13268, + "n_ref": 12032 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5159235668789809, + "FN": 55, + "FP": 249, + "IoU": 0.34763948497854075, + "TN": 2803246, + "TP": 162, + "n_pred": 411, + "n_ref": 217 + }, + "13": { + "Dice": 0.7970751106454854, + "FN": 6485, + "FP": 3006, + "IoU": 0.6626141978600121, + "TN": 2775581, + "TP": 18640, + "n_pred": 21646, + "n_ref": 25125 + }, + "14": { + "Dice": 0.748978970802569, + "FN": 14541, + "FP": 1132, + "IoU": 0.5986941492766611, + "TN": 2764657, + "TP": 23382, + "n_pred": 24514, + "n_ref": 37923 + }, + "15": { + "Dice": 0.894065272596169, + "FN": 1976, + "FP": 8161, + "IoU": 0.8084249914956344, + "TN": 2750798, + "TP": 42777, + "n_pred": 50938, + "n_ref": 44753 + }, + "2": { + "Dice": 0.9598331892386717, + "FN": 2066, + "FP": 1883, + "IoU": 0.9227685206915435, + "TN": 2752580, + "TP": 47183, + "n_pred": 49066, + "n_ref": 49249 + }, + "3": { + "Dice": 0.9678916827852998, + "FN": 58, + "FP": 108, + "IoU": 0.9377811094452774, + "TN": 2801044, + "TP": 2502, + "n_pred": 2610, + "n_ref": 2560 + }, + "4": { + "Dice": 0.9350129221079295, + "FN": 2631, + "FP": 1166, + "IoU": 0.8779570583697609, + "TN": 2772600, + "TP": 27315, + "n_pred": 28481, + "n_ref": 29946 + }, + "5": { + "Dice": 0.03571428571428571, + "FN": 53, + "FP": 1, + "IoU": 0.01818181818181818, + "TN": 2803657, + "TP": 1, + "n_pred": 2, + "n_ref": 54 + }, + "6": { + "Dice": 0.952410308060987, + "FN": 6967, + "FP": 3995, + "IoU": 0.9091444058581221, + "TN": 2683059, + "TP": 109691, + "n_pred": 113686, + "n_ref": 116658 + }, + "7": { + "Dice": 0.8509687374109742, + "FN": 3217, + "FP": 16390, + "IoU": 0.740596679235298, + "TN": 2728127, + "TP": 55978, + "n_pred": 72368, + "n_ref": 59195 + }, + "8": { + "Dice": 0.8596406022340942, + "FN": 12, + "FP": 277, + "IoU": 0.7538330494037478, + "TN": 2802538, + "TP": 885, + "n_pred": 1162, + "n_ref": 897 + }, + "9": { + "Dice": 0.8881940207443563, + "FN": 1160, + "FP": 306, + "IoU": 0.7988750171491288, + "TN": 2796423, + "TP": 5823, + "n_pred": 6129, + "n_ref": 6983 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0390.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0390.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.788659793814433, + "FN": 164, + "FP": 0, + "IoU": 0.6510638297872341, + "TN": 2452778, + "TP": 306, + "n_pred": 306, + "n_ref": 470 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6935409986257444, + "FN": 500, + "FP": 169, + "IoU": 0.5308555399719496, + "TN": 2451822, + "TP": 757, + "n_pred": 926, + "n_ref": 1257 + }, + "13": { + "Dice": 0.5341647870505506, + "FN": 3430, + "FP": 81, + "IoU": 0.36440984793627806, + "TN": 2447724, + "TP": 2013, + "n_pred": 2094, + "n_ref": 5443 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 12711, + "IoU": 0.0, + "TN": 2440537, + "TP": 0, + "n_pred": 12711, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 87, + "IoU": 0.0, + "TN": 2453161, + "TP": 0, + "n_pred": 87, + "n_ref": 0 + }, + "2": { + "Dice": 0.9598679197358395, + "FN": 1058, + "FP": 3998, + "IoU": 0.9228327228327229, + "TN": 2387728, + "TP": 60464, + "n_pred": 64462, + "n_ref": 61522 + }, + "3": { + "Dice": 0.9428513136717067, + "FN": 1071, + "FP": 1450, + "IoU": 0.8918814598790582, + "TN": 2429931, + "TP": 20796, + "n_pred": 22246, + "n_ref": 21867 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.9066335249339754, + "FN": 1392, + "FP": 1012, + "IoU": 0.8292128445581131, + "TN": 2439172, + "TP": 11672, + "n_pred": 12684, + "n_ref": 13064 + }, + "6": { + "Dice": 0.9706625094948161, + "FN": 1818, + "FP": 5559, + "IoU": 0.9429973341575552, + "TN": 2323833, + "TP": 122038, + "n_pred": 127597, + "n_ref": 123856 + }, + "7": { + "Dice": 0.9603536120390053, + "FN": 4252, + "FP": 2798, + "IoU": 0.9237310138906919, + "TN": 2360812, + "TP": 85386, + "n_pred": 88184, + "n_ref": 89638 + }, + "8": { + "Dice": 0.9032839065289961, + "FN": 5342, + "FP": 887, + "IoU": 0.8236260157997565, + "TN": 2417931, + "TP": 29088, + "n_pred": 29975, + "n_ref": 34430 + }, + "9": { + "Dice": 0.8233157338965154, + "FN": 7081, + "FP": 1285, + "IoU": 0.6996912915500035, + "TN": 2425390, + "TP": 19492, + "n_pred": 20777, + "n_ref": 26573 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0402.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808929/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0402.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": 0.6072540284909507, + "FN": 3442.6435555555554, + "FP": 3682.862222222223, + "IoU": 0.5206194147619854, + "TN": 2308773.853777778, + "TP": 20527.307111111113, + "n_pred": 24210.169333333335, + "n_ref": 23969.95066666667 + }, + "mean": { + "1": { + "Dice": 0.699045434584544, + "FN": 4030.413333333334, + "FP": 2198.9866666666667, + "IoU": 0.6395777336792434, + "TN": 2306794.0733333332, + "TP": 23403.193333333333, + "n_pred": 25602.18, + "n_ref": 27433.606666666667 + }, + "10": { + "Dice": 0.614099200699212, + "FN": 3114.173333333333, + "FP": 2619.84, + "IoU": 0.5050209122931333, + "TN": 2321176.1533333333, + "TP": 9516.5, + "n_pred": 12136.34, + "n_ref": 12630.673333333334 + }, + "11": { + "Dice": 0.3765633039891917, + "FN": 282.48, + "FP": 197.18666666666667, + "IoU": 0.2804278158315001, + "TN": 2335593.8866666667, + "TP": 353.11333333333334, + "n_pred": 550.3, + "n_ref": 635.5933333333335 + }, + "12": { + "Dice": 0.3353765011911327, + "FN": 293.71333333333337, + "FP": 273.11333333333334, + "IoU": 0.24930069740716237, + "TN": 2335461.506666667, + "TP": 398.33333333333337, + "n_pred": 671.4466666666666, + "n_ref": 692.0466666666667 + }, + "13": { + "Dice": 0.4792120126417495, + "FN": 3541.9799999999996, + "FP": 2695.04, + "IoU": 0.36444639751332863, + "TN": 2324471.6733333333, + "TP": 5717.973333333333, + "n_pred": 8413.013333333332, + "n_ref": 9259.953333333333 + }, + "14": { + "Dice": 0.6131789655471306, + "FN": 4647.606666666667, + "FP": 4996.1, + "IoU": 0.5323315289411266, + "TN": 2310772.04, + "TP": 16010.920000000002, + "n_pred": 21007.02, + "n_ref": 20658.526666666665 + }, + "15": { + "Dice": 0.5411371715639285, + "FN": 2241.666666666667, + "FP": 3360.8866666666668, + "IoU": 0.4401787732252508, + "TN": 2324289.8200000003, + "TP": 6534.293333333333, + "n_pred": 9895.18, + "n_ref": 8775.96 + }, + "2": { + "Dice": 0.6691511032494872, + "FN": 2461.2666666666664, + "FP": 1813.7666666666669, + "IoU": 0.6050863195048716, + "TN": 2314694.786666666, + "TP": 17456.846666666668, + "n_pred": 19270.61333333333, + "n_ref": 19918.11333333333 + }, + "3": { + "Dice": 0.6982579986356585, + "FN": 3008.4066666666668, + "FP": 2768.346666666667, + "IoU": 0.6378411641273521, + "TN": 2311161.6866666665, + "TP": 19488.226666666666, + "n_pred": 22256.573333333334, + "n_ref": 22496.633333333335 + }, + "4": { + "Dice": 0.5051753247235103, + "FN": 1934.1200000000001, + "FP": 1383.2533333333336, + "IoU": 0.42194391766188943, + "TN": 2328226.9799999995, + "TP": 4882.3133333333335, + "n_pred": 6265.5666666666675, + "n_ref": 6816.4333333333325 + }, + "5": { + "Dice": 0.4626408065501715, + "FN": 705.2466666666667, + "FP": 471.8266666666667, + "IoU": 0.3555781071883112, + "TN": 2334100.7, + "TP": 1148.8933333333332, + "n_pred": 1620.72, + "n_ref": 1854.14 + }, + "6": { + "Dice": 0.8862007639121835, + "FN": 10037.66, + "FP": 16508.4, + "IoU": 0.826412085445957, + "TN": 2176526.946666667, + "TP": 133353.66, + "n_pred": 149862.06, + "n_ref": 143391.32 + }, + "7": { + "Dice": 0.6936057901881559, + "FN": 12016.106666666668, + "FP": 12809.553333333333, + "IoU": 0.6036461390208452, + "TN": 2262727.8066666666, + "TP": 48873.2, + "n_pred": 61682.753333333334, + "n_ref": 60889.306666666664 + }, + "8": { + "Dice": 0.8128637731874333, + "FN": 1446.5333333333333, + "FP": 1433.7066666666665, + "IoU": 0.7370925574241296, + "TN": 2321141.3333333335, + "TP": 12405.093333333334, + "n_pred": 13838.8, + "n_ref": 13851.626666666667 + }, + "9": { + "Dice": 0.7223022767007701, + "FN": 1878.28, + "FP": 1712.926666666667, + "IoU": 0.6104070721656794, + "TN": 2324468.4133333336, + "TP": 8367.046666666667, + "n_pred": 10079.973333333333, + "n_ref": 10245.326666666666 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/loop_007/summary.json b/nnActive_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/loop_007/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8fed7e9151f6c7dfd7d4dff9868886de889e1bbe --- /dev/null +++ b/nnActive_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/loop_007/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.7951917751975608, + "FN": 19508.596, + "FP": 16158.726666666666, + "IoU": 0.6955108873508634, + "TN": 96254211.58266667, + "TP": 167081.9346666667, + "n_pred": 183240.66133333335, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.9097928151322446, + "FN": 9650.22, + "FP": 18745.64, + "IoU": 0.8549632793200282, + "TN": 96243927.06, + "TP": 184637.92, + "n_pred": 203383.56, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.7615619061909921, + "FN": 16689.38, + "FP": 15510.84, + "IoU": 0.6335759362358919, + "TN": 96367227.44, + "TP": 57533.18, + "n_pred": 73044.02, + "n_ref": 74222.56 + }, + "11": { + "Dice": 0.6836137219019186, + "FN": 1161.96, + "FP": 995.68, + "IoU": 0.5341095159762639, + "TN": 96452264.78, + "TP": 2538.42, + "n_pred": 3534.1, + "n_ref": 3700.38 + }, + "12": { + "Dice": 0.6439321961999913, + "FN": 1693.0, + "FP": 880.88, + "IoU": 0.49380030395110813, + "TN": 96451843.3, + "TP": 2543.66, + "n_pred": 3424.54, + "n_ref": 4236.66 + }, + "13": { + "Dice": 0.6488272207576649, + "FN": 22055.56, + "FP": 12785.0, + "IoU": 0.5066320551293375, + "TN": 96386317.7, + "TP": 35802.58, + "n_pred": 48587.58, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.7721400121400982, + "FN": 37154.52, + "FP": 21203.9, + "IoU": 0.674883028096085, + "TN": 96297398.8, + "TP": 101203.62, + "n_pred": 122407.52, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.716596536460444, + "FN": 15463.34, + "FP": 11729.34, + "IoU": 0.5980789015522228, + "TN": 96391184.46, + "TP": 38583.7, + "n_pred": 50313.04, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.8974840402687809, + "FN": 22148.3, + "FP": 6581.0, + "IoU": 0.8310982548129675, + "TN": 96293538.14, + "TP": 134693.4, + "n_pred": 141274.4, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.9184783472756269, + "FN": 8266.34, + "FP": 21440.38, + "IoU": 0.8564186817138802, + "TN": 96272117.88, + "TP": 155136.24, + "n_pred": 176576.62, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.7083232476684561, + "FN": 6104.54, + "FP": 4544.58, + "IoU": 0.615272663355825, + "TN": 96425838.76, + "TP": 20472.96, + "n_pred": 25017.54, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.6883005034303341, + "FN": 7601.02, + "FP": 2929.82, + "IoU": 0.5444320804375694, + "TN": 96436878.86, + "TP": 9551.14, + "n_pred": 12480.96, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.9541704699481832, + "FN": 69955.26, + "FP": 55873.48, + "IoU": 0.9152542294464378, + "TN": 95041863.74, + "TP": 1289268.36, + "n_pred": 1345141.84, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.828490540252428, + "FN": 52048.18, + "FP": 52694.14, + "IoU": 0.7360081152104055, + "TN": 96065342.04, + "TP": 286876.48, + "n_pred": 339570.62, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.928113049779455, + "FN": 11834.5, + "FP": 8033.72, + "IoU": 0.8669693724516301, + "TN": 96316557.94, + "TP": 120534.68, + "n_pred": 128568.4, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.8680520205567942, + "FN": 10802.82, + "FP": 8432.5, + "IoU": 0.7711668925732983, + "TN": 96370872.84, + "TP": 66852.68, + "n_pred": 75285.18, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9381292243701848, + "FN": 3374, + "FP": 8407, + "IoU": 0.8834683521766225, + "TN": 119492223, + "TP": 89316, + "n_pred": 97723, + "n_ref": 92690 + }, + "10": { + "Dice": 0.7931891050583657, + "FN": 11632, + "FP": 21587, + "IoU": 0.657260477497369, + "TN": 119496398, + "TP": 63703, + "n_pred": 85290, + "n_ref": 75335 + }, + "11": { + "Dice": 0.7318574989004545, + "FN": 1050, + "FP": 779, + "IoU": 0.5771098265895954, + "TN": 119588995, + "TP": 2496, + "n_pred": 3275, + "n_ref": 3546 + }, + "12": { + "Dice": 0.7069826761611223, + "FN": 1139, + "FP": 1618, + "IoU": 0.5467696860101924, + "TN": 119587237, + "TP": 3326, + "n_pred": 4944, + "n_ref": 4465 + }, + "13": { + "Dice": 0.5695919344281514, + "FN": 23605, + "FP": 20452, + "IoU": 0.39820240680790614, + "TN": 119520111, + "TP": 29152, + "n_pred": 49604, + "n_ref": 52757 + }, + "14": { + "Dice": 0.3827897866793155, + "FN": 188170, + "FP": 3109, + "IoU": 0.23669760648698693, + "TN": 119342726, + "TP": 59315, + "n_pred": 62424, + "n_ref": 247485 + }, + "15": { + "Dice": 0.02454433389099234, + "FN": 30633, + "FP": 146619, + "IoU": 0.012424644254019901, + "TN": 119413838, + "TP": 2230, + "n_pred": 148849, + "n_ref": 32863 + }, + "2": { + "Dice": 0.9526662505100244, + "FN": 4209, + "FP": 9364, + "IoU": 0.9096109535035495, + "TN": 119443158, + "TP": 136589, + "n_pred": 145953, + "n_ref": 140798 + }, + "3": { + "Dice": 0.9528154661387062, + "FN": 6751, + "FP": 9455, + "IoU": 0.9098830581706361, + "TN": 119413487, + "TP": 163627, + "n_pred": 173082, + "n_ref": 170378 + }, + "4": { + "Dice": 0.8542558216090111, + "FN": 18018, + "FP": 2348, + "IoU": 0.7455903662619298, + "TN": 119513268, + "TP": 59686, + "n_pred": 62034, + "n_ref": 77704 + }, + "5": { + "Dice": 0.07388748950461797, + "FN": 61272, + "FP": 13732, + "IoU": 0.03836094158674804, + "TN": 119515324, + "TP": 2992, + "n_pred": 16724, + "n_ref": 64264 + }, + "6": { + "Dice": 0.9672890302962234, + "FN": 27875, + "FP": 50179, + "IoU": 0.936650291004153, + "TN": 118361207, + "TP": 1154059, + "n_pred": 1204238, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 175758, + "IoU": 0.0, + "TN": 119417562, + "TP": 0, + "n_pred": 175758, + "n_ref": 0 + }, + "8": { + "Dice": 0.8817744297970287, + "FN": 37878, + "FP": 28792, + "IoU": 0.7885479041916168, + "TN": 119278024, + "TP": 248626, + "n_pred": 277418, + "n_ref": 286504 + }, + "9": { + "Dice": 0.8537471665213601, + "FN": 15331, + "FP": 5638, + "IoU": 0.7448157523243928, + "TN": 119511148, + "TP": 61203, + "n_pred": 66841, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9417587507443922, + "FN": 10653, + "FP": 11352, + "IoU": 0.8899282194932846, + "TN": 72625745, + "TP": 177910, + "n_pred": 189262, + "n_ref": 188563 + }, + "10": { + "Dice": 0.682336649539011, + "FN": 12279, + "FP": 40023, + "IoU": 0.5178383760163726, + "TN": 72717186, + "TP": 56172, + "n_pred": 96195, + "n_ref": 68451 + }, + "11": { + "Dice": 0.6064874093043107, + "FN": 826, + "FP": 1018, + "IoU": 0.4352220520673813, + "TN": 72822395, + "TP": 1421, + "n_pred": 2439, + "n_ref": 2247 + }, + "12": { + "Dice": 0.6752708731676227, + "FN": 755, + "FP": 1283, + "IoU": 0.5097426028385855, + "TN": 72821503, + "TP": 2119, + "n_pred": 3402, + "n_ref": 2874 + }, + "13": { + "Dice": 0.7037112304640247, + "FN": 13824, + "FP": 16793, + "IoU": 0.5428661012900143, + "TN": 72758684, + "TP": 36359, + "n_pred": 53152, + "n_ref": 50183 + }, + "14": { + "Dice": 0.8726194211426779, + "FN": 3187, + "FP": 18330, + "IoU": 0.7740238190258144, + "TN": 72730442, + "TP": 73701, + "n_pred": 92031, + "n_ref": 76888 + }, + "15": { + "Dice": 0.7499319016332713, + "FN": 8067, + "FP": 14884, + "IoU": 0.5999128388390134, + "TN": 72768295, + "TP": 34414, + "n_pred": 49298, + "n_ref": 42481 + }, + "2": { + "Dice": 0.9603569806995214, + "FN": 6820, + "FP": 3832, + "IoU": 0.9237372471809558, + "TN": 72685985, + "TP": 129023, + "n_pred": 132855, + "n_ref": 135843 + }, + "3": { + "Dice": 0.9618137498447398, + "FN": 3250, + "FP": 6588, + "IoU": 0.9264366097132388, + "TN": 72691925, + "TP": 123897, + "n_pred": 130485, + "n_ref": 127147 + }, + "4": { + "Dice": 0.8577504556989171, + "FN": 3011, + "FP": 4949, + "IoU": 0.7509308801902438, + "TN": 72793701, + "TP": 23999, + "n_pred": 28948, + "n_ref": 27010 + }, + "5": { + "Dice": 0.7769541372868077, + "FN": 2193, + "FP": 1508, + "IoU": 0.635261653690746, + "TN": 72815513, + "TP": 6446, + "n_pred": 7954, + "n_ref": 8639 + }, + "6": { + "Dice": 0.958211625922643, + "FN": 51101, + "FP": 49787, + "IoU": 0.9197756951082003, + "TN": 71568086, + "TP": 1156686, + "n_pred": 1206473, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.899444247861291, + "FN": 22821, + "FP": 25489, + "IoU": 0.8172636834739191, + "TN": 72561290, + "TP": 216060, + "n_pred": 241549, + "n_ref": 238881 + }, + "8": { + "Dice": 0.9258285931637822, + "FN": 4645, + "FP": 3935, + "IoU": 0.8619002398235929, + "TN": 72763531, + "TP": 53549, + "n_pred": 57484, + "n_ref": 58194 + }, + "9": { + "Dice": 0.8585824879871863, + "FN": 13660, + "FP": 7530, + "IoU": 0.7522072151084606, + "TN": 72740145, + "TP": 64325, + "n_pred": 71855, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9645431472571825, + "FN": 10546, + "FP": 7797, + "IoU": 0.9315145722414295, + "TN": 71541650, + "TP": 249495, + "n_pred": 257292, + "n_ref": 260041 + }, + "10": { + "Dice": 0.825357086241862, + "FN": 18223, + "FP": 13726, + "IoU": 0.7026450988421875, + "TN": 71702044, + "TP": 75495, + "n_pred": 89221, + "n_ref": 93718 + }, + "11": { + "Dice": 0.6509079524107702, + "FN": 1290, + "FP": 940, + "IoU": 0.4824785333023903, + "TN": 71805179, + "TP": 2079, + "n_pred": 3019, + "n_ref": 3369 + }, + "12": { + "Dice": 0.6016483516483516, + "FN": 3005, + "FP": 1635, + "IoU": 0.4302554027504912, + "TN": 71801344, + "TP": 3504, + "n_pred": 5139, + "n_ref": 6509 + }, + "13": { + "Dice": 0.7063187058718384, + "FN": 24386, + "FP": 8474, + "IoU": 0.5459758203799655, + "TN": 71737113, + "TP": 39515, + "n_pred": 47989, + "n_ref": 63901 + }, + "14": { + "Dice": 0.8021469330098937, + "FN": 170665, + "FP": 2736, + "IoU": 0.669653862493737, + "TN": 71284581, + "TP": 351506, + "n_pred": 354242, + "n_ref": 522171 + }, + "15": { + "Dice": 0.5823710239427896, + "FN": 104032, + "FP": 5875, + "IoU": 0.41080637725289215, + "TN": 71622950, + "TP": 76631, + "n_pred": 82506, + "n_ref": 180663 + }, + "2": { + "Dice": 0.9398001079389803, + "FN": 9307, + "FP": 8317, + "IoU": 0.8864367134692089, + "TN": 71654297, + "TP": 137567, + "n_pred": 145884, + "n_ref": 146874 + }, + "3": { + "Dice": 0.9465379930666167, + "FN": 8203, + "FP": 11768, + "IoU": 0.8985022590629336, + "TN": 71612725, + "TP": 176792, + "n_pred": 188560, + "n_ref": 184995 + }, + "4": { + "Dice": 0.7168213645985996, + "FN": 769, + "FP": 9665, + "IoU": 0.5586294416243655, + "TN": 71785848, + "TP": 13206, + "n_pred": 22871, + "n_ref": 13975 + }, + "5": { + "Dice": 0.8163302836651188, + "FN": 1465, + "FP": 2530, + "IoU": 0.6896605297910355, + "TN": 71796615, + "TP": 8878, + "n_pred": 11408, + "n_ref": 10343 + }, + "6": { + "Dice": 0.9689839383684561, + "FN": 38717, + "FP": 38711, + "IoU": 0.9398339894289094, + "TN": 70522582, + "TP": 1209478, + "n_pred": 1248189, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.9316851920986574, + "FN": 9286, + "FP": 23835, + "IoU": 0.8721073462689449, + "TN": 71550513, + "TP": 225854, + "n_pred": 249689, + "n_ref": 235140 + }, + "8": { + "Dice": 0.9276691129445883, + "FN": 7983, + "FP": 3440, + "IoU": 0.8650959551225273, + "TN": 71724813, + "TP": 73252, + "n_pred": 76692, + "n_ref": 81235 + }, + "9": { + "Dice": 0.8599799644984973, + "FN": 14758, + "FP": 9143, + "IoU": 0.7543551321185212, + "TN": 71712189, + "TP": 73398, + "n_pred": 82541, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9704675906644734, + "FN": 5641, + "FP": 7052, + "IoU": 0.9426294712672771, + "TN": 135224264, + "TP": 208553, + "n_pred": 215605, + "n_ref": 214194 + }, + "10": { + "Dice": 0.7944325994777568, + "FN": 18811, + "FP": 15513, + "IoU": 0.6589698752086479, + "TN": 135344862, + "TP": 66324, + "n_pred": 81837, + "n_ref": 85135 + }, + "11": { + "Dice": 0.6561679790026247, + "FN": 1172, + "FP": 1317, + "IoU": 0.48828125, + "TN": 135440646, + "TP": 2375, + "n_pred": 3692, + "n_ref": 3547 + }, + "12": { + "Dice": 0.6778862335913833, + "FN": 2487, + "FP": 384, + "IoU": 0.5127291242362525, + "TN": 135439618, + "TP": 3021, + "n_pred": 3405, + "n_ref": 5508 + }, + "13": { + "Dice": 0.7327184280594533, + "FN": 7963, + "FP": 15828, + "IoU": 0.5781812379213135, + "TN": 135389109, + "TP": 32610, + "n_pred": 48438, + "n_ref": 40573 + }, + "14": { + "Dice": 0.906210969713353, + "FN": 10599, + "FP": 16810, + "IoU": 0.8285061786328797, + "TN": 135285685, + "TP": 132416, + "n_pred": 149226, + "n_ref": 143015 + }, + "15": { + "Dice": 0.740755785744107, + "FN": 18475, + "FP": 4500, + "IoU": 0.5882542697897811, + "TN": 135389711, + "TP": 32824, + "n_pred": 37324, + "n_ref": 51299 + }, + "2": { + "Dice": 0.9250894588489295, + "FN": 24436, + "FP": 5542, + "IoU": 0.860619952483018, + "TN": 135230429, + "TP": 185103, + "n_pred": 190645, + "n_ref": 209539 + }, + "3": { + "Dice": 0.9167532767804832, + "FN": 22666, + "FP": 14419, + "IoU": 0.846301453888364, + "TN": 135204226, + "TP": 204199, + "n_pred": 218618, + "n_ref": 226865 + }, + "4": { + "Dice": 0.8641114982578397, + "FN": 3113, + "FP": 7495, + "IoU": 0.7607361963190185, + "TN": 135401174, + "TP": 33728, + "n_pred": 41223, + "n_ref": 36841 + }, + "5": { + "Dice": 0.5571723724257437, + "FN": 15504, + "FP": 4429, + "IoU": 0.3861669694823392, + "TN": 135413037, + "TP": 12540, + "n_pred": 16969, + "n_ref": 28044 + }, + "6": { + "Dice": 0.9655957027116767, + "FN": 42569, + "FP": 72859, + "IoU": 0.9334799799681542, + "TN": 133710273, + "TP": 1619809, + "n_pred": 1692668, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.865025754617452, + "FN": 17767, + "FP": 38781, + "IoU": 0.7621545230093669, + "TN": 135207759, + "TP": 181203, + "n_pred": 219984, + "n_ref": 198970 + }, + "8": { + "Dice": 0.8930960324394724, + "FN": 44822, + "FP": 13785, + "IoU": 0.8068414773214156, + "TN": 135142096, + "TP": 244807, + "n_pred": 258592, + "n_ref": 289629 + }, + "9": { + "Dice": 0.8614724053730723, + "FN": 19183, + "FP": 6176, + "IoU": 0.7566548315900585, + "TN": 135341300, + "TP": 78851, + "n_pred": 85027, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8955404824749862, + "FN": 22786, + "FP": 31670, + "IoU": 0.8108404774145141, + "TN": 105466121, + "TP": 233428, + "n_pred": 265098, + "n_ref": 256214 + }, + "10": { + "Dice": 0.4359806417321733, + "FN": 29315, + "FP": 51333, + "IoU": 0.27875655082365985, + "TN": 105642187, + "TP": 31170, + "n_pred": 82503, + "n_ref": 60485 + }, + "11": { + "Dice": 0.6768483165567512, + "FN": 519, + "FP": 1343, + "IoU": 0.5115424973767051, + "TN": 105750193, + "TP": 1950, + "n_pred": 3293, + "n_ref": 2469 + }, + "12": { + "Dice": 0.606473594548552, + "FN": 2090, + "FP": 913, + "IoU": 0.4352078239608802, + "TN": 105748688, + "TP": 2314, + "n_pred": 3227, + "n_ref": 4404 + }, + "13": { + "Dice": 0.48297923903384765, + "FN": 51008, + "FP": 12994, + "IoU": 0.31837351963874927, + "TN": 105660109, + "TP": 29894, + "n_pred": 42888, + "n_ref": 80902 + }, + "14": { + "Dice": 0.9378825244102721, + "FN": 19297, + "FP": 4229, + "IoU": 0.8830308755531249, + "TN": 105552875, + "TP": 177604, + "n_pred": 181833, + "n_ref": 196901 + }, + "15": { + "Dice": 0.8350951021157924, + "FN": 2928, + "FP": 6947, + "IoU": 0.7168783508701511, + "TN": 105719126, + "TP": 25004, + "n_pred": 31951, + "n_ref": 27932 + }, + "2": { + "Dice": 0.9363965322030691, + "FN": 9398, + "FP": 10095, + "IoU": 0.8804000368132037, + "TN": 105591020, + "TP": 143492, + "n_pred": 153587, + "n_ref": 152890 + }, + "3": { + "Dice": 0.9146534432805884, + "FN": 7298, + "FP": 23338, + "IoU": 0.8427293914721917, + "TN": 105559207, + "TP": 164162, + "n_pred": 187500, + "n_ref": 171460 + }, + "4": { + "Dice": 0.6765389369592089, + "FN": 13488, + "FP": 12680, + "IoU": 0.5111891508200396, + "TN": 105700471, + "TP": 27366, + "n_pred": 40046, + "n_ref": 40854 + }, + "5": { + "Dice": 0.7619729581736236, + "FN": 3320, + "FP": 2331, + "IoU": 0.6154735982580294, + "TN": 105739309, + "TP": 9045, + "n_pred": 11376, + "n_ref": 12365 + }, + "6": { + "Dice": 0.9579207281531339, + "FN": 71503, + "FP": 57214, + "IoU": 0.9192397872528653, + "TN": 104160188, + "TP": 1465100, + "n_pred": 1522314, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.844759791753619, + "FN": 18418, + "FP": 73453, + "IoU": 0.7312416809279331, + "TN": 105412170, + "TP": 249964, + "n_pred": 323417, + "n_ref": 268382 + }, + "8": { + "Dice": 0.9006986697885732, + "FN": 4808, + "FP": 13683, + "IoU": 0.8193373782376332, + "TN": 105651654, + "TP": 83860, + "n_pred": 97543, + "n_ref": 88668 + }, + "9": { + "Dice": 0.8355329324110753, + "FN": 13745, + "FP": 10294, + "IoU": 0.7175238833856241, + "TN": 105668904, + "TP": 61062, + "n_pred": 71356, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9664652261783871, + "FN": 10086, + "FP": 6789, + "IoU": 0.9351066366202383, + "TN": 96877838, + "TP": 243167, + "n_pred": 249956, + "n_ref": 253253 + }, + "10": { + "Dice": 0.829603001975858, + "FN": 12645, + "FP": 28405, + "IoU": 0.7088218812730974, + "TN": 96996901, + "TP": 99929, + "n_pred": 128334, + "n_ref": 112574 + }, + "11": { + "Dice": 0.6576339229707691, + "FN": 940, + "FP": 1789, + "IoU": 0.48990654205607476, + "TN": 97132530, + "TP": 2621, + "n_pred": 4410, + "n_ref": 3561 + }, + "12": { + "Dice": 0.7815438443035206, + "FN": 944, + "FP": 1054, + "IoU": 0.6414213926776741, + "TN": 97132308, + "TP": 3574, + "n_pred": 4628, + "n_ref": 4518 + }, + "13": { + "Dice": 0.7263330849620756, + "FN": 11880, + "FP": 16768, + "IoU": 0.5702692567314183, + "TN": 97071215, + "TP": 38017, + "n_pred": 54785, + "n_ref": 49897 + }, + "14": { + "Dice": 0.9285841398475038, + "FN": 27046, + "FP": 9473, + "IoU": 0.8666888127970562, + "TN": 96863942, + "TP": 237419, + "n_pred": 246892, + "n_ref": 264465 + }, + "15": { + "Dice": 0.760453822682539, + "FN": 4677, + "FP": 6471, + "IoU": 0.6134937419824568, + "TN": 97109037, + "TP": 17695, + "n_pred": 24166, + "n_ref": 22372 + }, + "2": { + "Dice": 0.9386983955291148, + "FN": 7829, + "FP": 9173, + "IoU": 0.8844784475729739, + "TN": 96990704, + "TP": 130174, + "n_pred": 139347, + "n_ref": 138003 + }, + "3": { + "Dice": 0.9403662425449847, + "FN": 10723, + "FP": 8015, + "IoU": 0.8874445872727929, + "TN": 96971402, + "TP": 147740, + "n_pred": 155755, + "n_ref": 158463 + }, + "4": { + "Dice": 0.906780696395846, + "FN": 1519, + "FP": 3822, + "IoU": 0.8294590970049173, + "TN": 97106562, + "TP": 25977, + "n_pred": 29799, + "n_ref": 27496 + }, + "5": { + "Dice": 0.8021718130641884, + "FN": 2592, + "FP": 3347, + "IoU": 0.6696885428253615, + "TN": 97119900, + "TP": 12041, + "n_pred": 15388, + "n_ref": 14633 + }, + "6": { + "Dice": 0.9741213551451526, + "FN": 42811, + "FP": 34631, + "IoU": 0.9495483311117974, + "TN": 95602906, + "TP": 1457532, + "n_pred": 1492163, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.9326929465701024, + "FN": 8595, + "FP": 26860, + "IoU": 0.8738749955533421, + "TN": 96856770, + "TP": 245655, + "n_pred": 272515, + "n_ref": 254250 + }, + "8": { + "Dice": 0.928435718809373, + "FN": 8577, + "FP": 9842, + "IoU": 0.8664302600472813, + "TN": 96999982, + "TP": 119479, + "n_pred": 129321, + "n_ref": 128056 + }, + "9": { + "Dice": 0.8331098443063143, + "FN": 5519, + "FP": 19746, + "IoU": 0.7139573851414079, + "TN": 97049554, + "TP": 63061, + "n_pred": 82807, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9631661242574271, + "FN": 3188, + "FP": 9839, + "IoU": 0.9289493204180029, + "TN": 130583444, + "TP": 170321, + "n_pred": 180160, + "n_ref": 173509 + }, + "10": { + "Dice": 0.8225710137093074, + "FN": 11817, + "FP": 16410, + "IoU": 0.6986162420722202, + "TN": 130673134, + "TP": 65431, + "n_pred": 81841, + "n_ref": 77248 + }, + "11": { + "Dice": 0.7482733984281972, + "FN": 907, + "FP": 1207, + "IoU": 0.59779299847793, + "TN": 130761536, + "TP": 3142, + "n_pred": 4349, + "n_ref": 4049 + }, + "12": { + "Dice": 0.7474142623843223, + "FN": 582, + "FP": 1274, + "IoU": 0.596697088222512, + "TN": 130762190, + "TP": 2746, + "n_pred": 4020, + "n_ref": 3328 + }, + "13": { + "Dice": 0.8067024801252606, + "FN": 14740, + "FP": 7605, + "IoU": 0.676027953372383, + "TN": 130697820, + "TP": 46627, + "n_pred": 54232, + "n_ref": 61367 + }, + "14": { + "Dice": 0.9527585718595502, + "FN": 4679, + "FP": 10667, + "IoU": 0.9097792985055322, + "TN": 130596698, + "TP": 154748, + "n_pred": 165415, + "n_ref": 159427 + }, + "15": { + "Dice": 0.8767725586937186, + "FN": 2667, + "FP": 4676, + "IoU": 0.7805832785513656, + "TN": 130733326, + "TP": 26123, + "n_pred": 30799, + "n_ref": 28790 + }, + "2": { + "Dice": 0.930761275182804, + "FN": 12438, + "FP": 10458, + "IoU": 0.8704896797877696, + "TN": 130590003, + "TP": 153893, + "n_pred": 164351, + "n_ref": 166331 + }, + "3": { + "Dice": 0.9415745544777803, + "FN": 7439, + "FP": 12245, + "IoU": 0.8895993179880648, + "TN": 130588496, + "TP": 158612, + "n_pred": 170857, + "n_ref": 166051 + }, + "4": { + "Dice": 0.7512851220635651, + "FN": 9548, + "FP": 3951, + "IoU": 0.601646649157494, + "TN": 130732905, + "TP": 20388, + "n_pred": 24339, + "n_ref": 29936 + }, + "5": { + "Dice": 0.6665240993584471, + "FN": 11050, + "FP": 9222, + "IoU": 0.49983962892600725, + "TN": 130726261, + "TP": 20259, + "n_pred": 29481, + "n_ref": 31309 + }, + "6": { + "Dice": 0.9628942882127957, + "FN": 28992, + "FP": 71826, + "IoU": 0.9284437230159277, + "TN": 129357859, + "TP": 1308115, + "n_pred": 1379941, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.9454700192044629, + "FN": 21175, + "FP": 27777, + "IoU": 0.8965795533771365, + "TN": 130293462, + "TP": 424378, + "n_pred": 452155, + "n_ref": 445553 + }, + "8": { + "Dice": 0.9044173457557281, + "FN": 13355, + "FP": 32483, + "IoU": 0.8255126550717355, + "TN": 130504091, + "TP": 216863, + "n_pred": 249346, + "n_ref": 230218 + }, + "9": { + "Dice": 0.866768035835371, + "FN": 17663, + "FP": 8273, + "IoU": 0.7648637377382096, + "TN": 130656490, + "TP": 84366, + "n_pred": 92639, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8336270849334286, + "FN": 13072, + "FP": 61878, + "IoU": 0.7147174579974269, + "TN": 71973286, + "TP": 187772, + "n_pred": 249650, + "n_ref": 200844 + }, + "10": { + "Dice": 0.48122494324494036, + "FN": 37756, + "FP": 15945, + "IoU": 0.31685070221860373, + "TN": 72157400, + "TP": 24907, + "n_pred": 40852, + "n_ref": 62663 + }, + "11": { + "Dice": 0.687461268332989, + "FN": 1023, + "FP": 490, + "IoU": 0.5237645577588921, + "TN": 72232831, + "TP": 1664, + "n_pred": 2154, + "n_ref": 2687 + }, + "12": { + "Dice": 0.508527671423599, + "FN": 2610, + "FP": 214, + "IoU": 0.34095682613768963, + "TN": 72231723, + "TP": 1461, + "n_pred": 1675, + "n_ref": 4071 + }, + "13": { + "Dice": 0.35929222604114647, + "FN": 52092, + "FP": 13339, + "IoU": 0.21898611790825645, + "TN": 72152231, + "TP": 18346, + "n_pred": 31685, + "n_ref": 70438 + }, + "14": { + "Dice": 0.3718048129700298, + "FN": 18943, + "FP": 166580, + "IoU": 0.22835395653530208, + "TN": 71995583, + "TP": 54902, + "n_pred": 221482, + "n_ref": 73845 + }, + "15": { + "Dice": 0.5672436750998668, + "FN": 3821, + "FP": 33554, + "IoU": 0.395910780669145, + "TN": 72174138, + "TP": 24495, + "n_pred": 58049, + "n_ref": 28316 + }, + "2": { + "Dice": 0.6827451890571864, + "FN": 59637, + "FP": 3241, + "IoU": 0.5183091254519826, + "TN": 72105472, + "TP": 67658, + "n_pred": 70899, + "n_ref": 127295 + }, + "3": { + "Dice": 0.7992241986527644, + "FN": 7124, + "FP": 73828, + "IoU": 0.6655898609516099, + "TN": 71993934, + "TP": 161122, + "n_pred": 234950, + "n_ref": 168246 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 16403, + "IoU": 0.0, + "TN": 72219605, + "TP": 0, + "n_pred": 16403, + "n_ref": 0 + }, + "5": { + "Dice": 0.8231178866033204, + "FN": 344, + "FP": 3044, + "IoU": 0.6994055540768344, + "TN": 72224737, + "TP": 7883, + "n_pred": 10927, + "n_ref": 8227 + }, + "6": { + "Dice": 0.8665147350998359, + "FN": 215812, + "FP": 183477, + "IoU": 0.7644693424189836, + "TN": 70540734, + "TP": 1295985, + "n_pred": 1479462, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.5693406784772277, + "FN": 71171, + "FP": 334405, + "IoU": 0.39795685102112915, + "TN": 71562342, + "TP": 268090, + "n_pred": 602495, + "n_ref": 339261 + }, + "8": { + "Dice": 0.9295533668580951, + "FN": 5100, + "FP": 4370, + "IoU": 0.8683789906739496, + "TN": 72164059, + "TP": 62479, + "n_pred": 66849, + "n_ref": 67579 + }, + "9": { + "Dice": 0.6599663784822286, + "FN": 22139, + "FP": 6179, + "IoU": 0.49249986558898906, + "TN": 72180209, + "TP": 27481, + "n_pred": 33660, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8695170229612035, + "FN": 6627, + "FP": 18093, + "IoU": 0.7691553438856983, + "TN": 52446035, + "TP": 82365, + "n_pred": 100458, + "n_ref": 88992 + }, + "10": { + "Dice": 0.36625003975447634, + "FN": 35668, + "FP": 4186, + "IoU": 0.22417753552657194, + "TN": 52501750, + "TP": 11516, + "n_pred": 15702, + "n_ref": 47184 + }, + "11": { + "Dice": 0.0, + "FN": 2042, + "FP": 0, + "IoU": 0.0, + "TN": 52551078, + "TP": 0, + "n_pred": 0, + "n_ref": 2042 + }, + "12": { + "Dice": 0.0, + "FN": 4066, + "FP": 1322, + "IoU": 0.0, + "TN": 52547732, + "TP": 0, + "n_pred": 1322, + "n_ref": 4066 + }, + "13": { + "Dice": 0.36884582088301826, + "FN": 15011, + "FP": 7590, + "IoU": 0.226125663413799, + "TN": 52523915, + "TP": 6604, + "n_pred": 14194, + "n_ref": 21615 + }, + "14": { + "Dice": 0.3420812729633415, + "FN": 43454, + "FP": 4178, + "IoU": 0.2063317503957344, + "TN": 52493105, + "TP": 12383, + "n_pred": 16561, + "n_ref": 55837 + }, + "15": { + "Dice": 0.30571561338289965, + "FN": 18690, + "FP": 11192, + "IoU": 0.18043937357724693, + "TN": 52516659, + "TP": 6579, + "n_pred": 17771, + "n_ref": 25269 + }, + "2": { + "Dice": 0.6685851992232282, + "FN": 63636, + "FP": 7189, + "IoU": 0.5021614592485854, + "TN": 52410855, + "TP": 71440, + "n_pred": 78629, + "n_ref": 135076 + }, + "3": { + "Dice": 0.7917201432817621, + "FN": 13241, + "FP": 55080, + "IoU": 0.6552456691880327, + "TN": 52354947, + "TP": 129852, + "n_pred": 184932, + "n_ref": 143093 + }, + "4": { + "Dice": 0.0, + "FN": 1880, + "FP": 0, + "IoU": 0.0, + "TN": 52551240, + "TP": 0, + "n_pred": 0, + "n_ref": 1880 + }, + "5": { + "Dice": 0.694153577661431, + "FN": 1509, + "FP": 2697, + "IoU": 0.5315736719011026, + "TN": 52544141, + "TP": 4773, + "n_pred": 7470, + "n_ref": 6282 + }, + "6": { + "Dice": 0.9309729441035862, + "FN": 58144, + "FP": 47836, + "IoU": 0.8708600394804182, + "TN": 51732460, + "TP": 714680, + "n_pred": 762516, + "n_ref": 772824 + }, + "7": { + "Dice": 0.5736667895094516, + "FN": 108227, + "FP": 17870, + "IoU": 0.4021968957114548, + "TN": 52342186, + "TP": 84837, + "n_pred": 102707, + "n_ref": 193064 + }, + "8": { + "Dice": 0.8985786996148558, + "FN": 10187, + "FP": 952, + "IoU": 0.8158355928840685, + "TN": 52492636, + "TP": 49345, + "n_pred": 50297, + "n_ref": 59532 + }, + "9": { + "Dice": 0.8402760692503917, + "FN": 13198, + "FP": 11472, + "IoU": 0.724548357562359, + "TN": 52463558, + "TP": 64892, + "n_pred": 76364, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9722362355397061, + "FN": 13277, + "FP": 2683, + "IoU": 0.9459724784617728, + "TN": 143841845, + "TP": 279445, + "n_pred": 282128, + "n_ref": 292722 + }, + "10": { + "Dice": 0.8535588267296722, + "FN": 15911, + "FP": 12352, + "IoU": 0.7445291102855438, + "TN": 144026619, + "TP": 82368, + "n_pred": 94720, + "n_ref": 98279 + }, + "11": { + "Dice": 0.6581413681352369, + "FN": 2862, + "FP": 1041, + "IoU": 0.4904699738903394, + "TN": 144129590, + "TP": 3757, + "n_pred": 4798, + "n_ref": 6619 + }, + "12": { + "Dice": 0.6178173719376392, + "FN": 2872, + "FP": 560, + "IoU": 0.4469867869803416, + "TN": 144131044, + "TP": 2774, + "n_pred": 3334, + "n_ref": 5646 + }, + "13": { + "Dice": 0.8402681309133525, + "FN": 21130, + "FP": 10491, + "IoU": 0.7245365530699004, + "TN": 144022458, + "TP": 83171, + "n_pred": 93662, + "n_ref": 104301 + }, + "14": { + "Dice": 0.9547197641958562, + "FN": 27563, + "FP": 8722, + "IoU": 0.9133624950455334, + "TN": 143718436, + "TP": 382529, + "n_pred": 391251, + "n_ref": 410092 + }, + "15": { + "Dice": 0.8266901477350552, + "FN": 1542, + "FP": 7315, + "IoU": 0.7045795670591375, + "TN": 144107269, + "TP": 21124, + "n_pred": 28439, + "n_ref": 22666 + }, + "2": { + "Dice": 0.9563058015543106, + "FN": 5756, + "FP": 6332, + "IoU": 0.9162701133899936, + "TN": 143992881, + "TP": 132281, + "n_pred": 138613, + "n_ref": 138037 + }, + "3": { + "Dice": 0.957968932803577, + "FN": 8796, + "FP": 5718, + "IoU": 0.9193285718255843, + "TN": 143957335, + "TP": 165401, + "n_pred": 171119, + "n_ref": 174197 + }, + "4": { + "Dice": 0.9265455932122599, + "FN": 2575, + "FP": 5130, + "IoU": 0.8631438721136767, + "TN": 144080950, + "TP": 48595, + "n_pred": 53725, + "n_ref": 51170 + }, + "5": { + "Dice": 0.7261842243461821, + "FN": 11390, + "FP": 4252, + "IoU": 0.5700857519788918, + "TN": 144100866, + "TP": 20742, + "n_pred": 24994, + "n_ref": 32132 + }, + "6": { + "Dice": 0.9699526292227291, + "FN": 33705, + "FP": 48380, + "IoU": 0.9416582739207474, + "TN": 142730281, + "TP": 1324884, + "n_pred": 1373264, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.9388206878694862, + "FN": 11568, + "FP": 19385, + "IoU": 0.8846956184856545, + "TN": 143868804, + "TP": 237493, + "n_pred": 256878, + "n_ref": 249061 + }, + "8": { + "Dice": 0.8985251497391641, + "FN": 19846, + "FP": 27422, + "IoU": 0.8157473132740051, + "TN": 143880711, + "TP": 209271, + "n_pred": 236693, + "n_ref": 229117 + }, + "9": { + "Dice": 0.8799499921862791, + "FN": 9998, + "FP": 13048, + "IoU": 0.7856345574282844, + "TN": 144029742, + "TP": 84462, + "n_pred": 97510, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9259992992102639, + "FN": 7879, + "FP": 25067, + "IoU": 0.862196177832432, + "TN": 111539841, + "TP": 206133, + "n_pred": 231200, + "n_ref": 214012 + }, + "10": { + "Dice": 0.6108810760621346, + "FN": 21659, + "FP": 9353, + "IoU": 0.43976153915635446, + "TN": 111723565, + "TP": 24343, + "n_pred": 33696, + "n_ref": 46002 + }, + "11": { + "Dice": 0.6755640292341913, + "FN": 1669, + "FP": 373, + "IoU": 0.5100767754318618, + "TN": 111774752, + "TP": 2126, + "n_pred": 2499, + "n_ref": 3795 + }, + "12": { + "Dice": 0.6306966998428497, + "FN": 2252, + "FP": 568, + "IoU": 0.46059678653404745, + "TN": 111773692, + "TP": 2408, + "n_pred": 2976, + "n_ref": 4660 + }, + "13": { + "Dice": 0.6699043387253731, + "FN": 16458, + "FP": 19498, + "IoU": 0.5036512472218772, + "TN": 111706479, + "TP": 36485, + "n_pred": 55983, + "n_ref": 52943 + }, + "14": { + "Dice": 0.8577022345655992, + "FN": 4577, + "FP": 24423, + "IoU": 0.7508569661251385, + "TN": 111662521, + "TP": 87399, + "n_pred": 111822, + "n_ref": 91976 + }, + "15": { + "Dice": 0.6786037621969621, + "FN": 3986, + "FP": 2404, + "IoU": 0.5135505481120585, + "TN": 111765784, + "TP": 6746, + "n_pred": 9150, + "n_ref": 10732 + }, + "2": { + "Dice": 0.9066411507075233, + "FN": 31490, + "FP": 4513, + "IoU": 0.8292256026410906, + "TN": 111568098, + "TP": 174819, + "n_pred": 179332, + "n_ref": 206309 + }, + "3": { + "Dice": 0.7970050135181248, + "FN": 2712, + "FP": 28222, + "IoU": 0.6625173192524629, + "TN": 111687259, + "TP": 60727, + "n_pred": 88949, + "n_ref": 63439 + }, + "4": { + "Dice": 0.8622096672944131, + "FN": 2197, + "FP": 3071, + "IoU": 0.7577931034482759, + "TN": 111757170, + "TP": 16482, + "n_pred": 19553, + "n_ref": 18679 + }, + "5": { + "Dice": 0.5877501673179473, + "FN": 12804, + "FP": 6291, + "IoU": 0.4161800226251261, + "TN": 111746213, + "TP": 13612, + "n_pred": 19903, + "n_ref": 26416 + }, + "6": { + "Dice": 0.9634408584752098, + "FN": 43898, + "FP": 46480, + "IoU": 0.9294605776743017, + "TN": 110497679, + "TP": 1190863, + "n_pred": 1237343, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.9035660757436061, + "FN": 31610, + "FP": 12528, + "IoU": 0.824095329188586, + "TN": 111528000, + "TP": 206782, + "n_pred": 219310, + "n_ref": 238392 + }, + "8": { + "Dice": 0.8828970005858015, + "FN": 38361, + "FP": 25008, + "IoU": 0.7903452063496265, + "TN": 111476666, + "TP": 238885, + "n_pred": 263893, + "n_ref": 277246 + }, + "9": { + "Dice": 0.8288505002709525, + "FN": 17629, + "FP": 8269, + "IoU": 0.7077239075478512, + "TN": 111690312, + "TP": 62710, + "n_pred": 70979, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8658598351825165, + "FN": 10690, + "FP": 37247, + "IoU": 0.763450464098376, + "TN": 198885224, + "TP": 154714, + "n_pred": 191961, + "n_ref": 165404 + }, + "10": { + "Dice": 0.7656185849185713, + "FN": 18372, + "FP": 9030, + "IoU": 0.6202447440996716, + "TN": 199015718, + "TP": 44755, + "n_pred": 53785, + "n_ref": 63127 + }, + "11": { + "Dice": 0.7510739317205517, + "FN": 1113, + "FP": 1089, + "IoU": 0.6013758146270818, + "TN": 199082351, + "TP": 3322, + "n_pred": 4411, + "n_ref": 4435 + }, + "12": { + "Dice": 0.6618786086466695, + "FN": 985, + "FP": 1416, + "IoU": 0.4946327089033888, + "TN": 199083124, + "TP": 2350, + "n_pred": 3766, + "n_ref": 3335 + }, + "13": { + "Dice": 0.37697748150556865, + "FN": 24001, + "FP": 14318, + "IoU": 0.23226879307581344, + "TN": 199037963, + "TP": 11593, + "n_pred": 25911, + "n_ref": 35594 + }, + "14": { + "Dice": 0.6875278574612281, + "FN": 16869, + "FP": 10472, + "IoU": 0.5238418669453152, + "TN": 199030455, + "TP": 30079, + "n_pred": 40551, + "n_ref": 46948 + }, + "15": { + "Dice": 0.7954666666666667, + "FN": 46093, + "FP": 1461, + "IoU": 0.6603940668585344, + "TN": 198947848, + "TP": 92473, + "n_pred": 93934, + "n_ref": 138566 + }, + "2": { + "Dice": 0.9327350242285322, + "FN": 4654, + "FP": 13364, + "IoU": 0.873948874368625, + "TN": 198944933, + "TP": 124924, + "n_pred": 138288, + "n_ref": 129578 + }, + "3": { + "Dice": 0.954026388117412, + "FN": 6581, + "FP": 6165, + "IoU": 0.9120941267345306, + "TN": 198942879, + "TP": 132250, + "n_pred": 138415, + "n_ref": 138831 + }, + "4": { + "Dice": 0.8186637246723892, + "FN": 1908, + "FP": 4831, + "IoU": 0.6929980410915221, + "TN": 199065924, + "TP": 15212, + "n_pred": 20043, + "n_ref": 17120 + }, + "5": { + "Dice": 0.6350461133069829, + "FN": 9223, + "FP": 3242, + "IoU": 0.46525096525096526, + "TN": 199064565, + "TP": 10845, + "n_pred": 14087, + "n_ref": 20068 + }, + "6": { + "Dice": 0.9534367469984857, + "FN": 64509, + "FP": 42005, + "IoU": 0.9110168394161132, + "TN": 197890862, + "TP": 1090499, + "n_pred": 1132504, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.8840125992091986, + "FN": 17672, + "FP": 18673, + "IoU": 0.7921349278520323, + "TN": 198913026, + "TP": 138504, + "n_pred": 157177, + "n_ref": 156176 + }, + "8": { + "Dice": 0.9017154489709789, + "FN": 9389, + "FP": 14365, + "IoU": 0.8210216998191682, + "TN": 198955155, + "TP": 108966, + "n_pred": 123331, + "n_ref": 118355 + }, + "9": { + "Dice": 0.9005274144101821, + "FN": 10429, + "FP": 10110, + "IoU": 0.8190539957184012, + "TN": 198974366, + "TP": 92970, + "n_pred": 103080, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9415269250699273, + "FN": 10853, + "FP": 10700, + "IoU": 0.8895142893758811, + "TN": 130880117, + "TP": 173522, + "n_pred": 184222, + "n_ref": 184375 + }, + "10": { + "Dice": 0.811592506540098, + "FN": 13383, + "FP": 18810, + "IoU": 0.6829244270222887, + "TN": 130973661, + "TP": 69338, + "n_pred": 88148, + "n_ref": 82721 + }, + "11": { + "Dice": 0.6537007023230686, + "FN": 1046, + "FP": 2159, + "IoU": 0.485553772070626, + "TN": 131068962, + "TP": 3025, + "n_pred": 5184, + "n_ref": 4071 + }, + "12": { + "Dice": 0.7235107304398036, + "FN": 876, + "FP": 1997, + "IoU": 0.5667973462002412, + "TN": 131068560, + "TP": 3759, + "n_pred": 5756, + "n_ref": 4635 + }, + "13": { + "Dice": 0.5502046798046911, + "FN": 51113, + "FP": 12726, + "IoU": 0.379505073675207, + "TN": 130972308, + "TP": 39045, + "n_pred": 51771, + "n_ref": 90158 + }, + "14": { + "Dice": 0.7156155243460253, + "FN": 5990, + "FP": 34245, + "IoU": 0.5571661273635783, + "TN": 130984334, + "TP": 50623, + "n_pred": 84868, + "n_ref": 56613 + }, + "15": { + "Dice": 0.7747739709731144, + "FN": 1528, + "FP": 13618, + "IoU": 0.6323518702818166, + "TN": 131033995, + "TP": 26051, + "n_pred": 39669, + "n_ref": 27579 + }, + "2": { + "Dice": 0.9304191535955931, + "FN": 8580, + "FP": 14106, + "IoU": 0.8698913754143678, + "TN": 130900830, + "TP": 151676, + "n_pred": 165782, + "n_ref": 160256 + }, + "3": { + "Dice": 0.8815579471410792, + "FN": 9452, + "FP": 39082, + "IoU": 0.7882017176372015, + "TN": 130846040, + "TP": 180618, + "n_pred": 219700, + "n_ref": 190070 + }, + "4": { + "Dice": 0.8240990448359745, + "FN": 20062, + "FP": 2571, + "IoU": 0.7008235185258622, + "TN": 130999541, + "TP": 53018, + "n_pred": 55589, + "n_ref": 73080 + }, + "5": { + "Dice": 0.767935383091401, + "FN": 4621, + "FP": 1470, + "IoU": 0.623291483703383, + "TN": 131059023, + "TP": 10078, + "n_pred": 11548, + "n_ref": 14699 + }, + "6": { + "Dice": 0.9690962735646127, + "FN": 38686, + "FP": 52471, + "IoU": 0.9400453686548503, + "TN": 129554759, + "TP": 1429276, + "n_pred": 1481747, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.7302706014863631, + "FN": 59116, + "FP": 471319, + "IoU": 0.5751387676312986, + "TN": 129826702, + "TP": 718055, + "n_pred": 1189374, + "n_ref": 777171 + }, + "8": { + "Dice": 0.9224157623109177, + "FN": 9063, + "FP": 10976, + "IoU": 0.8560033917061288, + "TN": 130936029, + "TP": 119124, + "n_pred": 130100, + "n_ref": 128187 + }, + "9": { + "Dice": 0.7294742520436532, + "FN": 21594, + "FP": 11003, + "IoU": 0.5741514906069553, + "TN": 130998646, + "TP": 43949, + "n_pred": 54952, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8443942919342114, + "FN": 4146, + "FP": 73765, + "IoU": 0.7306941165490852, + "TN": 101327897, + "TP": 211392, + "n_pred": 285157, + "n_ref": 215538 + }, + "10": { + "Dice": 0.8257089099431091, + "FN": 8740, + "FP": 6915, + "IoU": 0.7031552201448671, + "TN": 101564462, + "TP": 37083, + "n_pred": 43998, + "n_ref": 45823 + }, + "11": { + "Dice": 0.8102687525070197, + "FN": 919, + "FP": 973, + "IoU": 0.6810519217801754, + "TN": 101611268, + "TP": 4040, + "n_pred": 5013, + "n_ref": 4959 + }, + "12": { + "Dice": 0.8163623938299326, + "FN": 1309, + "FP": 572, + "IoU": 0.6897063675354669, + "TN": 101611138, + "TP": 4181, + "n_pred": 4753, + "n_ref": 5490 + }, + "13": { + "Dice": 0.7747728871395004, + "FN": 8316, + "FP": 21782, + "IoU": 0.6323504263064031, + "TN": 101535334, + "TP": 51768, + "n_pred": 73550, + "n_ref": 60084 + }, + "14": { + "Dice": 0.9097710117443275, + "FN": 844, + "FP": 11241, + "IoU": 0.8344769966169482, + "TN": 101544189, + "TP": 60926, + "n_pred": 72167, + "n_ref": 61770 + }, + "15": { + "Dice": 0.853370161074393, + "FN": 2988, + "FP": 7417, + "IoU": 0.7442420667109112, + "TN": 101576517, + "TP": 30278, + "n_pred": 37695, + "n_ref": 33266 + }, + "2": { + "Dice": 0.7726934239005616, + "FN": 61317, + "FP": 4005, + "IoU": 0.629584684827727, + "TN": 101440852, + "TP": 111026, + "n_pred": 115031, + "n_ref": 172343 + }, + "3": { + "Dice": 0.8401030992644748, + "FN": 5930, + "FP": 57657, + "IoU": 0.724291183752401, + "TN": 101386569, + "TP": 167044, + "n_pred": 224701, + "n_ref": 172974 + }, + "4": { + "Dice": 0.4878627368147402, + "FN": 1200, + "FP": 30320, + "IoU": 0.32263125094019296, + "TN": 101570667, + "TP": 15013, + "n_pred": 45333, + "n_ref": 16213 + }, + "5": { + "Dice": 0.7055132227700582, + "FN": 9909, + "FP": 7173, + "IoU": 0.5450138504155124, + "TN": 101579656, + "TP": 20462, + "n_pred": 27635, + "n_ref": 30371 + }, + "6": { + "Dice": 0.9467581937321375, + "FN": 140224, + "FP": 16503, + "IoU": 0.8988991778506714, + "TN": 100066995, + "TP": 1393478, + "n_pred": 1409981, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.9574557461378341, + "FN": 19840, + "FP": 16418, + "IoU": 0.9183837929093979, + "TN": 101172950, + "TP": 407992, + "n_pred": 424410, + "n_ref": 427832 + }, + "8": { + "Dice": 0.9348164277777155, + "FN": 23730, + "FP": 5307, + "IoU": 0.877610631778159, + "TN": 101379949, + "TP": 208214, + "n_pred": 213521, + "n_ref": 231944 + }, + "9": { + "Dice": 0.9188429911500157, + "FN": 4791, + "FP": 8671, + "IoU": 0.8498700777303193, + "TN": 101527531, + "TP": 76207, + "n_pred": 84878, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9107948800157841, + "FN": 8474, + "FP": 31313, + "IoU": 0.836201431029798, + "TN": 118939310, + "TP": 203115, + "n_pred": 234428, + "n_ref": 211589 + }, + "10": { + "Dice": 0.8384119819967473, + "FN": 14246, + "FP": 11388, + "IoU": 0.7217808457063472, + "TN": 119090076, + "TP": 66502, + "n_pred": 77890, + "n_ref": 80748 + }, + "11": { + "Dice": 0.6527173913043478, + "FN": 1636, + "FP": 920, + "IoU": 0.4844695441710367, + "TN": 119177254, + "TP": 2402, + "n_pred": 3322, + "n_ref": 4038 + }, + "12": { + "Dice": 0.46255049047893826, + "FN": 2131, + "FP": 2526, + "IoU": 0.30085572736826305, + "TN": 119175551, + "TP": 2004, + "n_pred": 4530, + "n_ref": 4135 + }, + "13": { + "Dice": 0.7209004647021175, + "FN": 7168, + "FP": 12892, + "IoU": 0.5635999738943155, + "TN": 119136245, + "TP": 25907, + "n_pred": 38799, + "n_ref": 33075 + }, + "14": { + "Dice": 0.09529366931834421, + "FN": 61866, + "FP": 14104, + "IoU": 0.05003063610558828, + "TN": 119102241, + "TP": 4001, + "n_pred": 18105, + "n_ref": 65867 + }, + "15": { + "Dice": 0.4051448446509022, + "FN": 12042, + "FP": 13441, + "IoU": 0.25403237610140217, + "TN": 119148051, + "TP": 8678, + "n_pred": 22119, + "n_ref": 20720 + }, + "2": { + "Dice": 0.8856390902770881, + "FN": 32971, + "FP": 8483, + "IoU": 0.7947506795597344, + "TN": 118980243, + "TP": 160515, + "n_pred": 168998, + "n_ref": 193486 + }, + "3": { + "Dice": 0.9124404681327607, + "FN": 11640, + "FP": 23935, + "IoU": 0.8389797904361012, + "TN": 118961277, + "TP": 185360, + "n_pred": 209295, + "n_ref": 197000 + }, + "4": { + "Dice": 0.8639857144580785, + "FN": 7533, + "FP": 3740, + "IoU": 0.7605412409456848, + "TN": 119135135, + "TP": 35804, + "n_pred": 39544, + "n_ref": 43337 + }, + "5": { + "Dice": 0.8552458428041632, + "FN": 3424, + "FP": 1416, + "IoU": 0.7471000104504127, + "TN": 119163074, + "TP": 14298, + "n_pred": 15714, + "n_ref": 17722 + }, + "6": { + "Dice": 0.9561322933997336, + "FN": 76052, + "FP": 76533, + "IoU": 0.9159515974622158, + "TN": 117366770, + "TP": 1662857, + "n_pred": 1739390, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.9048013504341924, + "FN": 37663, + "FP": 17041, + "IoU": 0.8261527265331287, + "TN": 118867545, + "TP": 259963, + "n_pred": 277004, + "n_ref": 297626 + }, + "8": { + "Dice": 0.9540870439511259, + "FN": 4352, + "FP": 3137, + "IoU": 0.9122050151815336, + "TN": 119096911, + "TP": 77812, + "n_pred": 80949, + "n_ref": 82164 + }, + "9": { + "Dice": 0.9006320313487549, + "FN": 14272, + "FP": 1450, + "IoU": 0.8192270986880684, + "TN": 119095241, + "TP": 71249, + "n_pred": 72699, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 78903, + "IoU": 0.0, + "TN": 61253577, + "TP": 0, + "n_pred": 78903, + "n_ref": 0 + }, + "10": { + "Dice": 0.7635477763508056, + "FN": 5593, + "FP": 12266, + "IoU": 0.6175311603203838, + "TN": 61285786, + "TP": 28835, + "n_pred": 41101, + "n_ref": 34428 + }, + "11": { + "Dice": 0.8204212781149589, + "FN": 417, + "FP": 1092, + "IoU": 0.6955205811138014, + "TN": 61327524, + "TP": 3447, + "n_pred": 4539, + "n_ref": 3864 + }, + "12": { + "Dice": 0.6565884476534296, + "FN": 1940, + "FP": 1104, + "IoU": 0.48874706079946256, + "TN": 61326526, + "TP": 2910, + "n_pred": 4014, + "n_ref": 4850 + }, + "13": { + "Dice": 0.5474458030155277, + "FN": 23504, + "FP": 24760, + "IoU": 0.37688494112786614, + "TN": 61255024, + "TP": 29192, + "n_pred": 53952, + "n_ref": 52696 + }, + "14": { + "Dice": 0.9438933734665025, + "FN": 22215, + "FP": 7311, + "IoU": 0.8937481782163254, + "TN": 61054593, + "TP": 248361, + "n_pred": 255672, + "n_ref": 270576 + }, + "15": { + "Dice": 0.7823871281742965, + "FN": 29908, + "FP": 8097, + "IoU": 0.6425581942158476, + "TN": 61226155, + "TP": 68320, + "n_pred": 76417, + "n_ref": 98228 + }, + "2": { + "Dice": 0.9519221193108256, + "FN": 8010, + "FP": 7438, + "IoU": 0.90825513718969, + "TN": 61164100, + "TP": 152932, + "n_pred": 160370, + "n_ref": 160942 + }, + "3": { + "Dice": 0.9556770025241415, + "FN": 4838, + "FP": 6646, + "IoU": 0.9151163048539814, + "TN": 61197189, + "TP": 123807, + "n_pred": 130453, + "n_ref": 128645 + }, + "4": { + "Dice": 0.93786353983935, + "FN": 1557, + "FP": 3827, + "IoU": 0.8829972183588317, + "TN": 61286464, + "TP": 40632, + "n_pred": 44459, + "n_ref": 42189 + }, + "5": { + "Dice": 0.8027240533914465, + "FN": 1205, + "FP": 2416, + "IoU": 0.6704586821987623, + "TN": 61321492, + "TP": 7367, + "n_pred": 9783, + "n_ref": 8572 + }, + "6": { + "Dice": 0.9590546566585965, + "FN": 21271, + "FP": 79897, + "IoU": 0.9213304644603717, + "TN": 60046493, + "TP": 1184819, + "n_pred": 1264716, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.5565849360879679, + "FN": 112939, + "FP": 32514, + "IoU": 0.385602831786636, + "TN": 61095739, + "TP": 91288, + "n_pred": 123802, + "n_ref": 204227 + }, + "8": { + "Dice": 0.927146846852401, + "FN": 7020, + "FP": 4797, + "IoU": 0.8641880243650155, + "TN": 61245470, + "TP": 75193, + "n_pred": 79990, + "n_ref": 82213 + }, + "9": { + "Dice": 0.8468277260185748, + "FN": 5520, + "FP": 15409, + "IoU": 0.7343462422096138, + "TN": 61253697, + "TP": 57854, + "n_pred": 73263, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9759590505118686, + "FN": 3650, + "FP": 4898, + "IoU": 0.9530468981730695, + "TN": 148925446, + "TP": 173506, + "n_pred": 178404, + "n_ref": 177156 + }, + "10": { + "Dice": 0.8228640982507966, + "FN": 12635, + "FP": 13269, + "IoU": 0.6990391653402424, + "TN": 149021429, + "TP": 60167, + "n_pred": 73436, + "n_ref": 72802 + }, + "11": { + "Dice": 0.8107462686567164, + "FN": 567, + "FP": 384, + "IoU": 0.6817269076305221, + "TN": 149104512, + "TP": 2037, + "n_pred": 2421, + "n_ref": 2604 + }, + "12": { + "Dice": 0.6435793731041456, + "FN": 824, + "FP": 586, + "IoU": 0.4744688781215058, + "TN": 149104817, + "TP": 1273, + "n_pred": 1859, + "n_ref": 2097 + }, + "13": { + "Dice": 0.685314401073069, + "FN": 33786, + "FP": 12666, + "IoU": 0.5212762668370554, + "TN": 149010467, + "TP": 50581, + "n_pred": 63247, + "n_ref": 84367 + }, + "14": { + "Dice": 0.8947292861987198, + "FN": 2697, + "FP": 18568, + "IoU": 0.8095114391672787, + "TN": 148995866, + "TP": 90369, + "n_pred": 108937, + "n_ref": 93066 + }, + "15": { + "Dice": 0.8596560660802512, + "FN": 4375, + "FP": 6618, + "IoU": 0.7538568325832382, + "TN": 149062839, + "TP": 33668, + "n_pred": 40286, + "n_ref": 38043 + }, + "2": { + "Dice": 0.9533428287798351, + "FN": 2388, + "FP": 12746, + "IoU": 0.9108453608247423, + "TN": 148937750, + "TP": 154616, + "n_pred": 167362, + "n_ref": 157004 + }, + "3": { + "Dice": 0.8151698471898889, + "FN": 9488, + "FP": 13457, + "IoU": 0.6880056565546687, + "TN": 149033957, + "TP": 50598, + "n_pred": 64055, + "n_ref": 60086 + }, + "4": { + "Dice": 0.9234231678486997, + "FN": 1420, + "FP": 2629, + "IoU": 0.8577401447544094, + "TN": 149079038, + "TP": 24413, + "n_pred": 27042, + "n_ref": 25833 + }, + "5": { + "Dice": 0.31126669384036254, + "FN": 27225, + "FP": 1500, + "IoU": 0.18431962744207178, + "TN": 149072284, + "TP": 6491, + "n_pred": 7991, + "n_ref": 33716 + }, + "6": { + "Dice": 0.9715447648333808, + "FN": 26475, + "FP": 36764, + "IoU": 0.9446641250029533, + "TN": 147964679, + "TP": 1079582, + "n_pred": 1116346, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.9180764811333791, + "FN": 32641, + "FP": 10636, + "IoU": 0.8485595008555862, + "TN": 148821731, + "TP": 242492, + "n_pred": 253128, + "n_ref": 275133 + }, + "8": { + "Dice": 0.949078185499627, + "FN": 15327, + "FP": 7609, + "IoU": 0.9030911457012963, + "TN": 148870824, + "TP": 213740, + "n_pred": 221349, + "n_ref": 229067 + }, + "9": { + "Dice": 0.8844265952699688, + "FN": 13162, + "FP": 6263, + "IoU": 0.7928, + "TN": 149013750, + "TP": 74325, + "n_pred": 80588, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8880923161138236, + "FN": 62458, + "FP": 51617, + "IoU": 0.7987104765837157, + "TN": 100146079, + "TP": 452646, + "n_pred": 504263, + "n_ref": 515104 + }, + "10": { + "Dice": 0.5063823857302118, + "FN": 20302, + "FP": 15120, + "IoU": 0.3390308074116923, + "TN": 100659209, + "TP": 18169, + "n_pred": 33289, + "n_ref": 38471 + }, + "11": { + "Dice": 0.41594594594594597, + "FN": 1942, + "FP": 2380, + "IoU": 0.26258317693226413, + "TN": 100706939, + "TP": 1539, + "n_pred": 3919, + "n_ref": 3481 + }, + "12": { + "Dice": 0.6517408550022036, + "FN": 2176, + "FP": 1775, + "IoU": 0.48339435146443516, + "TN": 100705152, + "TP": 3697, + "n_pred": 5472, + "n_ref": 5873 + }, + "13": { + "Dice": 0.015473042376029898, + "FN": 38801, + "FP": 6248, + "IoU": 0.00779684161839526, + "TN": 100667397, + "TP": 354, + "n_pred": 6602, + "n_ref": 39155 + }, + "14": { + "Dice": 0.6400340234811092, + "FN": 75639, + "FP": 12386, + "IoU": 0.4706250263108834, + "TN": 100546519, + "TP": 78256, + "n_pred": 90642, + "n_ref": 153895 + }, + "15": { + "Dice": 0.8756809512901973, + "FN": 7338, + "FP": 17628, + "IoU": 0.7788545006820558, + "TN": 100599906, + "TP": 87928, + "n_pred": 105556, + "n_ref": 95266 + }, + "2": { + "Dice": 0.38321328421399903, + "FN": 177400, + "FP": 2080, + "IoU": 0.2370215443214474, + "TN": 100477564, + "TP": 55756, + "n_pred": 57836, + "n_ref": 233156 + }, + "3": { + "Dice": 0.6836900564573726, + "FN": 12386, + "FP": 183370, + "IoU": 0.519398990952948, + "TN": 100305485, + "TP": 211559, + "n_pred": 394929, + "n_ref": 223945 + }, + "4": { + "Dice": 0.7578069857499857, + "FN": 17927, + "FP": 7465, + "IoU": 0.6100557458113857, + "TN": 100647683, + "TP": 39725, + "n_pred": 47190, + "n_ref": 57652 + }, + "5": { + "Dice": 0.4256906077348066, + "FN": 11850, + "FP": 624, + "IoU": 0.27039831549394633, + "TN": 100695703, + "TP": 4623, + "n_pred": 5247, + "n_ref": 16473 + }, + "6": { + "Dice": 0.7164336662320767, + "FN": 829325, + "FP": 159200, + "IoU": 0.5581586610556992, + "TN": 98475515, + "TP": 1248760, + "n_pred": 1407960, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.6363740922086031, + "FN": 17374, + "FP": 159674, + "IoU": 0.46667791259503816, + "TN": 100380828, + "TP": 154924, + "n_pred": 314598, + "n_ref": 172298 + }, + "8": { + "Dice": 0.9300838228183808, + "FN": 8856, + "FP": 5749, + "IoU": 0.8693053181683953, + "TN": 100601051, + "TP": 97144, + "n_pred": 102893, + "n_ref": 106000 + }, + "9": { + "Dice": 0.799557791619537, + "FN": 23745, + "FP": 15418, + "IoU": 0.6660527146060901, + "TN": 100595527, + "TP": 78110, + "n_pred": 93528, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9392037868673383, + "FN": 453, + "FP": 9565, + "IoU": 0.885376262886303, + "TN": 78863301, + "TP": 77381, + "n_pred": 86946, + "n_ref": 77834 + }, + "10": { + "Dice": 0.598789996441166, + "FN": 20436, + "FP": 4366, + "IoU": 0.427337797275456, + "TN": 78907390, + "TP": 18508, + "n_pred": 22874, + "n_ref": 38944 + }, + "11": { + "Dice": 0.3053606511366826, + "FN": 824, + "FP": 1651, + "IoU": 0.18019211659489898, + "TN": 78947681, + "TP": 544, + "n_pred": 2195, + "n_ref": 1368 + }, + "12": { + "Dice": 0.08101077666295058, + "FN": 2451, + "FP": 22, + "IoU": 0.04221533694810225, + "TN": 78948118, + "TP": 109, + "n_pred": 131, + "n_ref": 2560 + }, + "13": { + "Dice": 0.4530649812848991, + "FN": 40946, + "FP": 3621, + "IoU": 0.2928791292482468, + "TN": 78887674, + "TP": 18459, + "n_pred": 22080, + "n_ref": 59405 + }, + "14": { + "Dice": 0.4643126663224371, + "FN": 15579, + "FP": 11395, + "IoU": 0.3023484378232982, + "TN": 78912036, + "TP": 11690, + "n_pred": 23085, + "n_ref": 27269 + }, + "15": { + "Dice": 0.922999819248402, + "FN": 2948, + "FP": 6424, + "IoU": 0.8570099018964649, + "TN": 78885157, + "TP": 56171, + "n_pred": 62595, + "n_ref": 59119 + }, + "2": { + "Dice": 0.9162140746921063, + "FN": 12820, + "FP": 3147, + "IoU": 0.8453828872448387, + "TN": 78847432, + "TP": 87301, + "n_pred": 90448, + "n_ref": 100121 + }, + "3": { + "Dice": 0.9374651127387135, + "FN": 1544, + "FP": 9547, + "IoU": 0.8822911360163016, + "TN": 78856476, + "TP": 83133, + "n_pred": 92680, + "n_ref": 84677 + }, + "4": { + "Dice": 0.8742268041237113, + "FN": 380, + "FP": 4439, + "IoU": 0.7765567765567766, + "TN": 78929133, + "TP": 16748, + "n_pred": 21187, + "n_ref": 17128 + }, + "5": { + "Dice": 0.46397758876190087, + "FN": 23370, + "FP": 3035, + "IoU": 0.30206433536859356, + "TN": 78912867, + "TP": 11428, + "n_pred": 14463, + "n_ref": 34798 + }, + "6": { + "Dice": 0.9520533324345352, + "FN": 29167, + "FP": 39115, + "IoU": 0.9084940693082177, + "TN": 78204497, + "TP": 677921, + "n_pred": 717036, + "n_ref": 707088 + }, + "7": { + "Dice": 0.5779486293480764, + "FN": 420048, + "FP": 19662, + "IoU": 0.406418953123418, + "TN": 78209925, + "TP": 301065, + "n_pred": 320727, + "n_ref": 721113 + }, + "8": { + "Dice": 0.882539490975407, + "FN": 67850, + "FP": 2226, + "IoU": 0.789772420455159, + "TN": 78617366, + "TP": 263258, + "n_pred": 265484, + "n_ref": 331108 + }, + "9": { + "Dice": 0.7466227209270592, + "FN": 21483, + "FP": 2656, + "IoU": 0.5956887310732949, + "TN": 78890996, + "TP": 35565, + "n_pred": 38221, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9800431608927134, + "FN": 3332, + "FP": 2568, + "IoU": 0.9608672870417658, + "TN": 104853671, + "TP": 144869, + "n_pred": 147437, + "n_ref": 148201 + }, + "10": { + "Dice": 0.8607727978840746, + "FN": 12707, + "FP": 11402, + "IoU": 0.7555760574232532, + "TN": 104905804, + "TP": 74527, + "n_pred": 85929, + "n_ref": 87234 + }, + "11": { + "Dice": 0.8612263715998156, + "FN": 595, + "FP": 609, + "IoU": 0.7562753036437248, + "TN": 104999500, + "TP": 3736, + "n_pred": 4345, + "n_ref": 4331 + }, + "12": { + "Dice": 0.7111713779075832, + "FN": 1424, + "FP": 1345, + "IoU": 0.551796697960505, + "TN": 104998262, + "TP": 3409, + "n_pred": 4754, + "n_ref": 4833 + }, + "13": { + "Dice": 0.8667598813218292, + "FN": 14278, + "FP": 5257, + "IoU": 0.7648510382184773, + "TN": 104921365, + "TP": 63540, + "n_pred": 68797, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9425102880658436, + "FN": 1373, + "FP": 7009, + "IoU": 0.8912713546328365, + "TN": 104927349, + "TP": 68709, + "n_pred": 75718, + "n_ref": 70082 + }, + "15": { + "Dice": 0.9043004356086047, + "FN": 798, + "FP": 4189, + "IoU": 0.8253178745315072, + "TN": 104975891, + "TP": 23562, + "n_pred": 27751, + "n_ref": 24360 + }, + "2": { + "Dice": 0.8857176964796752, + "FN": 33489, + "FP": 1932, + "IoU": 0.7948772888894037, + "TN": 104831758, + "TP": 137261, + "n_pred": 139193, + "n_ref": 170750 + }, + "3": { + "Dice": 0.9044842657078999, + "FN": 3608, + "FP": 28059, + "IoU": 0.8256241671347232, + "TN": 104822838, + "TP": 149935, + "n_pred": 177994, + "n_ref": 153543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 946, + "IoU": 0.0, + "TN": 105003494, + "TP": 0, + "n_pred": 946, + "n_ref": 0 + }, + "5": { + "Dice": 0.6484068201024009, + "FN": 10514, + "FP": 10705, + "IoU": 0.479735196763516, + "TN": 104963655, + "TP": 19566, + "n_pred": 30271, + "n_ref": 30080 + }, + "6": { + "Dice": 0.9803994018693398, + "FN": 20639, + "FP": 27952, + "IoU": 0.9615523997012242, + "TN": 103740616, + "TP": 1215233, + "n_pred": 1243185, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.9316085130662057, + "FN": 8031, + "FP": 24573, + "IoU": 0.8719729841163882, + "TN": 104749775, + "TP": 222061, + "n_pred": 246634, + "n_ref": 230092 + }, + "8": { + "Dice": 0.9487920186669349, + "FN": 31327, + "FP": 4818, + "IoU": 0.9025730735641354, + "TN": 104633444, + "TP": 334851, + "n_pred": 339669, + "n_ref": 366178 + }, + "9": { + "Dice": 0.9328118754118906, + "FN": 7212, + "FP": 5226, + "IoU": 0.8740838226361611, + "TN": 104905660, + "TP": 86342, + "n_pred": 91568, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9800888208455598, + "FN": 14811, + "FP": 1576, + "IoU": 0.9609550722427662, + "TN": 177256592, + "TP": 403309, + "n_pred": 404885, + "n_ref": 418120 + }, + "10": { + "Dice": 0.5100418486504267, + "FN": 44051, + "FP": 9571, + "IoU": 0.34231958004219204, + "TN": 177594756, + "TP": 27910, + "n_pred": 37481, + "n_ref": 71961 + }, + "11": { + "Dice": 0.7738209817131858, + "FN": 1125, + "FP": 990, + "IoU": 0.631083202511774, + "TN": 177670555, + "TP": 3618, + "n_pred": 4608, + "n_ref": 4743 + }, + "12": { + "Dice": 0.7612574341546304, + "FN": 1166, + "FP": 1363, + "IoU": 0.6145404663923183, + "TN": 177669727, + "TP": 4032, + "n_pred": 5395, + "n_ref": 5198 + }, + "13": { + "Dice": 0.8646217696788528, + "FN": 12293, + "FP": 7996, + "IoU": 0.7615275214800362, + "TN": 177591209, + "TP": 64790, + "n_pred": 72786, + "n_ref": 77083 + }, + "14": { + "Dice": 0.9428808839666863, + "FN": 1921, + "FP": 7084, + "IoU": 0.8919343805877906, + "TN": 177592959, + "TP": 74324, + "n_pred": 81408, + "n_ref": 76245 + }, + "15": { + "Dice": 0.6611593835225471, + "FN": 2320, + "FP": 19050, + "IoU": 0.4938297922736209, + "TN": 177634069, + "TP": 20849, + "n_pred": 39899, + "n_ref": 23169 + }, + "2": { + "Dice": 0.9714631713919362, + "FN": 9805, + "FP": 2213, + "IoU": 0.9445098555261591, + "TN": 177459709, + "TP": 204561, + "n_pred": 206774, + "n_ref": 214366 + }, + "3": { + "Dice": 0.9765844474841519, + "FN": 7854, + "FP": 1698, + "IoU": 0.9542403817133988, + "TN": 177467545, + "TP": 199191, + "n_pred": 200889, + "n_ref": 207045 + }, + "4": { + "Dice": 0.8899559823929571, + "FN": 3297, + "FP": 4403, + "IoU": 0.8017303532804614, + "TN": 177637452, + "TP": 31136, + "n_pred": 35539, + "n_ref": 34433 + }, + "5": { + "Dice": 0.7098515977858525, + "FN": 10278, + "FP": 6810, + "IoU": 0.5502092600879156, + "TN": 177638297, + "TP": 20903, + "n_pred": 27713, + "n_ref": 31181 + }, + "6": { + "Dice": 0.9550895672368489, + "FN": 122291, + "FP": 36011, + "IoU": 0.9140396509500046, + "TN": 175834718, + "TP": 1683268, + "n_pred": 1719279, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.8604358397636643, + "FN": 9356, + "FP": 107050, + "IoU": 0.7550569505320504, + "TN": 177201051, + "TP": 358831, + "n_pred": 465881, + "n_ref": 368187 + }, + "8": { + "Dice": 0.8978586199782167, + "FN": 12316, + "FP": 30260, + "IoU": 0.8146492240047016, + "TN": 177446583, + "TP": 187129, + "n_pred": 217389, + "n_ref": 199445 + }, + "9": { + "Dice": 0.9502819682964009, + "FN": 8674, + "FP": 4568, + "IoU": 0.9052735492732059, + "TN": 177536496, + "TP": 126550, + "n_pred": 131118, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.968989355748269, + "FN": 5267, + "FP": 6369, + "IoU": 0.9398441821631486, + "TN": 193812104, + "TP": 181795, + "n_pred": 188164, + "n_ref": 187062 + }, + "10": { + "Dice": 0.8937783663259878, + "FN": 8078, + "FP": 10692, + "IoU": 0.8079559639034971, + "TN": 193907797, + "TP": 78968, + "n_pred": 89660, + "n_ref": 87046 + }, + "11": { + "Dice": 0.7509157509157509, + "FN": 1062, + "FP": 298, + "IoU": 0.6011730205278593, + "TN": 194002125, + "TP": 2050, + "n_pred": 2348, + "n_ref": 3112 + }, + "12": { + "Dice": 0.776739070662634, + "FN": 1125, + "FP": 499, + "IoU": 0.6349741514947179, + "TN": 194001086, + "TP": 2825, + "n_pred": 3324, + "n_ref": 3950 + }, + "13": { + "Dice": 0.7668737461981492, + "FN": 19475, + "FP": 9345, + "IoU": 0.6218939413817532, + "TN": 193929313, + "TP": 47402, + "n_pred": 56747, + "n_ref": 66877 + }, + "14": { + "Dice": 0.8632208056880177, + "FN": 507, + "FP": 23386, + "IoU": 0.7593566191281927, + "TN": 193906247, + "TP": 75395, + "n_pred": 98781, + "n_ref": 75902 + }, + "15": { + "Dice": 0.7636400901824144, + "FN": 2337, + "FP": 9195, + "IoU": 0.6176519346175525, + "TN": 193975374, + "TP": 18629, + "n_pred": 27824, + "n_ref": 20966 + }, + "2": { + "Dice": 0.9509653433975018, + "FN": 3841, + "FP": 10087, + "IoU": 0.9065147060797659, + "TN": 193856549, + "TP": 135058, + "n_pred": 145145, + "n_ref": 138899 + }, + "3": { + "Dice": 0.9470861190552852, + "FN": 9542, + "FP": 4427, + "IoU": 0.899490581514153, + "TN": 193866553, + "TP": 125013, + "n_pred": 129440, + "n_ref": 134555 + }, + "4": { + "Dice": 0.8816516174278951, + "FN": 915, + "FP": 4485, + "IoU": 0.7883514932977973, + "TN": 193980021, + "TP": 20114, + "n_pred": 24599, + "n_ref": 21029 + }, + "5": { + "Dice": 0.5294269045984901, + "FN": 14928, + "FP": 7012, + "IoU": 0.360014001516831, + "TN": 193971253, + "TP": 12342, + "n_pred": 19354, + "n_ref": 27270 + }, + "6": { + "Dice": 0.9588004739768481, + "FN": 28243, + "FP": 88373, + "IoU": 0.9208614199422218, + "TN": 192531968, + "TP": 1356951, + "n_pred": 1445324, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.9416002938507954, + "FN": 22045, + "FP": 15159, + "IoU": 0.8896452714226813, + "TN": 193668404, + "TP": 299927, + "n_pred": 315086, + "n_ref": 321972 + }, + "8": { + "Dice": 0.9392935154152702, + "FN": 16073, + "FP": 13053, + "IoU": 0.885535752883614, + "TN": 193751080, + "TP": 225329, + "n_pred": 238382, + "n_ref": 241402 + }, + "9": { + "Dice": 0.8584903566593426, + "FN": 21055, + "FP": 4449, + "IoU": 0.7520657943343768, + "TN": 193902669, + "TP": 77362, + "n_pred": 81811, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.966354213803952, + "FN": 2339, + "FP": 5468, + "IoU": 0.934898808382185, + "TN": 99535879, + "TP": 112114, + "n_pred": 117582, + "n_ref": 114453 + }, + "10": { + "Dice": 0.8587746703683251, + "FN": 14923, + "FP": 3746, + "IoU": 0.7525022868581883, + "TN": 99580369, + "TP": 56762, + "n_pred": 60508, + "n_ref": 71685 + }, + "11": { + "Dice": 0.737857618097139, + "FN": 1424, + "FP": 152, + "IoU": 0.5846072746441751, + "TN": 99652006, + "TP": 2218, + "n_pred": 2370, + "n_ref": 3642 + }, + "12": { + "Dice": 0.541853817884851, + "FN": 2241, + "FP": 3, + "IoU": 0.3716045925511061, + "TN": 99652229, + "TP": 1327, + "n_pred": 1330, + "n_ref": 3568 + }, + "13": { + "Dice": 0.7457516568247202, + "FN": 13417, + "FP": 8412, + "IoU": 0.5945805397173263, + "TN": 99601957, + "TP": 32014, + "n_pred": 40426, + "n_ref": 45431 + }, + "14": { + "Dice": 0.6207448023760567, + "FN": 29687, + "FP": 193, + "IoU": 0.45005797581580254, + "TN": 99601467, + "TP": 24453, + "n_pred": 24646, + "n_ref": 54140 + }, + "15": { + "Dice": 0.7672025418504291, + "FN": 13680, + "FP": 1047, + "IoU": 0.6223265117710417, + "TN": 99616806, + "TP": 24267, + "n_pred": 25314, + "n_ref": 37947 + }, + "2": { + "Dice": 0.9578793625880148, + "FN": 4900, + "FP": 4761, + "IoU": 0.91916360563286, + "TN": 99536287, + "TP": 109852, + "n_pred": 114613, + "n_ref": 114752 + }, + "3": { + "Dice": 0.9592889091478876, + "FN": 5957, + "FP": 4046, + "IoU": 0.9217629345743225, + "TN": 99527945, + "TP": 117852, + "n_pred": 121898, + "n_ref": 123809 + }, + "4": { + "Dice": 0.8902051113304815, + "FN": 2674, + "FP": 1330, + "IoU": 0.8021348092508401, + "TN": 99635564, + "TP": 16232, + "n_pred": 17562, + "n_ref": 18906 + }, + "5": { + "Dice": 0.7735034216995549, + "FN": 1145, + "FP": 2264, + "IoU": 0.6306608884073672, + "TN": 99646570, + "TP": 5821, + "n_pred": 8085, + "n_ref": 6966 + }, + "6": { + "Dice": 0.9689999090819719, + "FN": 43180, + "FP": 40698, + "IoU": 0.9398640384397543, + "TN": 98260994, + "TP": 1310928, + "n_pred": 1351626, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.9027853837617313, + "FN": 11187, + "FP": 22364, + "IoU": 0.8227974458241125, + "TN": 99466463, + "TP": 155786, + "n_pred": 178150, + "n_ref": 166973 + }, + "8": { + "Dice": 0.9594300856796867, + "FN": 6244, + "FP": 1763, + "IoU": 0.9220236646053465, + "TN": 99553115, + "TP": 94678, + "n_pred": 96441, + "n_ref": 100922 + }, + "9": { + "Dice": 0.9269218464474919, + "FN": 10063, + "FP": 3414, + "IoU": 0.863797145975664, + "TN": 99556852, + "TP": 85471, + "n_pred": 88885, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9634923955493246, + "FN": 30103, + "FP": 1484, + "IoU": 0.9295565140209009, + "TN": 62635118, + "TP": 416815, + "n_pred": 418299, + "n_ref": 446918 + }, + "10": { + "Dice": 0.8458742375635077, + "FN": 9410, + "FP": 12978, + "IoU": 0.7329134008565669, + "TN": 62999697, + "TP": 61435, + "n_pred": 74413, + "n_ref": 70845 + }, + "11": { + "Dice": 0.7444356748224151, + "FN": 1187, + "FP": 432, + "IoU": 0.5929092280613528, + "TN": 63079543, + "TP": 2358, + "n_pred": 2790, + "n_ref": 3545 + }, + "12": { + "Dice": 0.7134880987364091, + "FN": 1074, + "FP": 876, + "IoU": 0.5545911375057103, + "TN": 63079142, + "TP": 2428, + "n_pred": 3304, + "n_ref": 3502 + }, + "13": { + "Dice": 0.708910479315165, + "FN": 14973, + "FP": 10224, + "IoU": 0.5490792605451064, + "TN": 63027641, + "TP": 30682, + "n_pred": 40906, + "n_ref": 45655 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 63083520, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 63083520, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9784431041929962, + "FN": 1649, + "FP": 3741, + "IoU": 0.9577959957091291, + "TN": 62955807, + "TP": 122323, + "n_pred": 126064, + "n_ref": 123972 + }, + "3": { + "Dice": 0.9835267879770896, + "FN": 1463, + "FP": 2762, + "IoU": 0.967587513712975, + "TN": 62953169, + "TP": 126126, + "n_pred": 128888, + "n_ref": 127589 + }, + "4": { + "Dice": 0.515733490914463, + "FN": 11047, + "FP": 2065, + "IoU": 0.34746690554394344, + "TN": 63063426, + "TP": 6982, + "n_pred": 9047, + "n_ref": 18029 + }, + "5": { + "Dice": 0.5739243210253281, + "FN": 9431, + "FP": 1739, + "IoU": 0.4024501150163163, + "TN": 63064827, + "TP": 7523, + "n_pred": 9262, + "n_ref": 16954 + }, + "6": { + "Dice": 0.9241550696289212, + "FN": 140099, + "FP": 22328, + "IoU": 0.8590039731006244, + "TN": 61931523, + "TP": 989570, + "n_pred": 1011898, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.8611103905648794, + "FN": 7272, + "FP": 40917, + "IoU": 0.7560964499377448, + "TN": 62885946, + "TP": 149385, + "n_pred": 190302, + "n_ref": 156657 + }, + "8": { + "Dice": 0.9224561205485637, + "FN": 13888, + "FP": 2600, + "IoU": 0.8560729063007385, + "TN": 62968962, + "TP": 98070, + "n_pred": 100670, + "n_ref": 111958 + }, + "9": { + "Dice": 0.9012672811059907, + "FN": 3774, + "FP": 4796, + "IoU": 0.8202789137045192, + "TN": 63035835, + "TP": 39115, + "n_pred": 43911, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9782955226339309, + "FN": 9619, + "FP": 3820, + "IoU": 0.957513199076855, + "TN": 109292508, + "TP": 302871, + "n_pred": 306691, + "n_ref": 312490 + }, + "10": { + "Dice": 0.634508852777104, + "FN": 22526, + "FP": 52820, + "IoU": 0.4646744536334442, + "TN": 109468070, + "TP": 65402, + "n_pred": 118222, + "n_ref": 87928 + }, + "11": { + "Dice": 0.7456296824830538, + "FN": 1331, + "FP": 808, + "IoU": 0.5944254835039818, + "TN": 109603544, + "TP": 3135, + "n_pred": 3943, + "n_ref": 4466 + }, + "12": { + "Dice": 0.753168202764977, + "FN": 1466, + "FP": 248, + "IoU": 0.6040656040656041, + "TN": 109604489, + "TP": 2615, + "n_pred": 2863, + "n_ref": 4081 + }, + "13": { + "Dice": 0.5407321495662969, + "FN": 47677, + "FP": 8553, + "IoU": 0.3705503067209958, + "TN": 109519486, + "TP": 33102, + "n_pred": 41655, + "n_ref": 80779 + }, + "14": { + "Dice": 0.6063757718719387, + "FN": 34707, + "FP": 46058, + "IoU": 0.4351070824065914, + "TN": 109465844, + "TP": 62209, + "n_pred": 108267, + "n_ref": 96916 + }, + "15": { + "Dice": 0.8759736309821123, + "FN": 14977, + "FP": 10102, + "IoU": 0.7793176878470297, + "TN": 109495175, + "TP": 88564, + "n_pred": 98666, + "n_ref": 103541 + }, + "2": { + "Dice": 0.7627703721075225, + "FN": 80707, + "FP": 2242, + "IoU": 0.6165147963736055, + "TN": 109392515, + "TP": 133354, + "n_pred": 135596, + "n_ref": 214061 + }, + "3": { + "Dice": 0.8535869880917805, + "FN": 10575, + "FP": 70081, + "IoU": 0.7445719642269008, + "TN": 109293050, + "TP": 235112, + "n_pred": 305193, + "n_ref": 245687 + }, + "4": { + "Dice": 0.546793834624883, + "FN": 31027, + "FP": 905, + "IoU": 0.37626721359507764, + "TN": 109557623, + "TP": 19263, + "n_pred": 20168, + "n_ref": 50290 + }, + "5": { + "Dice": 0.602381393053242, + "FN": 5670, + "FP": 775, + "IoU": 0.43100556193166767, + "TN": 109597491, + "TP": 4882, + "n_pred": 5657, + "n_ref": 10552 + }, + "6": { + "Dice": 0.9517375083992193, + "FN": 34481, + "FP": 88844, + "IoU": 0.9079190718212573, + "TN": 108269507, + "TP": 1215986, + "n_pred": 1304830, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.875183945872128, + "FN": 247888, + "FP": 23107, + "IoU": 0.7780685052105727, + "TN": 108387743, + "TP": 950080, + "n_pred": 973187, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.9533021158321845, + "FN": 4015, + "FP": 4352, + "IoU": 0.910771035512424, + "TN": 109515048, + "TP": 85403, + "n_pred": 89755, + "n_ref": 89418 + }, + "9": { + "Dice": 0.7577288070290056, + "FN": 9968, + "FP": 18957, + "IoU": 0.6099544216402816, + "TN": 109534660, + "TP": 45233, + "n_pred": 64190, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8886997826137409, + "FN": 1338, + "FP": 13049, + "IoU": 0.7996936999651931, + "TN": 66995527, + "TP": 57438, + "n_pred": 70487, + "n_ref": 58776 + }, + "10": { + "Dice": 0.6585114222549742, + "FN": 34116, + "FP": 12224, + "IoU": 0.4908811250274665, + "TN": 66976332, + "TP": 44680, + "n_pred": 56904, + "n_ref": 78796 + }, + "11": { + "Dice": 0.3489527099978406, + "FN": 2318, + "FP": 697, + "IoU": 0.21135234109338216, + "TN": 67063529, + "TP": 808, + "n_pred": 1505, + "n_ref": 3126 + }, + "12": { + "Dice": 0.381269592476489, + "FN": 2338, + "FP": 820, + "IoU": 0.2355361897845558, + "TN": 67063221, + "TP": 973, + "n_pred": 1793, + "n_ref": 3311 + }, + "13": { + "Dice": 0.4617042614019069, + "FN": 22788, + "FP": 13175, + "IoU": 0.3001401159848986, + "TN": 67015966, + "TP": 15423, + "n_pred": 28598, + "n_ref": 38211 + }, + "14": { + "Dice": 0.8498877777335087, + "FN": 11482, + "FP": 11124, + "IoU": 0.7389607390300231, + "TN": 66980752, + "TP": 63994, + "n_pred": 75118, + "n_ref": 75476 + }, + "15": { + "Dice": 0.2631150700184146, + "FN": 22146, + "FP": 29475, + "IoU": 0.15148675970215494, + "TN": 67006515, + "TP": 9216, + "n_pred": 38691, + "n_ref": 31362 + }, + "2": { + "Dice": 0.9702596541345713, + "FN": 3388, + "FP": 5357, + "IoU": 0.9422371940949172, + "TN": 66915957, + "TP": 142650, + "n_pred": 148007, + "n_ref": 146038 + }, + "3": { + "Dice": 0.966243300877374, + "FN": 5859, + "FP": 4937, + "IoU": 0.93469121089851, + "TN": 66902045, + "TP": 154511, + "n_pred": 159448, + "n_ref": 160370 + }, + "4": { + "Dice": 0.0, + "FN": 13039, + "FP": 0, + "IoU": 0.0, + "TN": 67054313, + "TP": 0, + "n_pred": 0, + "n_ref": 13039 + }, + "5": { + "Dice": 0.6225055102162388, + "FN": 3696, + "FP": 2641, + "IoU": 0.4519114340079571, + "TN": 67055790, + "TP": 5225, + "n_pred": 7866, + "n_ref": 8921 + }, + "6": { + "Dice": 0.9673566085138234, + "FN": 46596, + "FP": 23139, + "IoU": 0.9367770292139355, + "TN": 65964351, + "TP": 1033266, + "n_pred": 1056405, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.8601574070289187, + "FN": 78055, + "FP": 10893, + "IoU": 0.7546282375594133, + "TN": 66704849, + "TP": 273555, + "n_pred": 284448, + "n_ref": 351610 + }, + "8": { + "Dice": 0.901332129148792, + "FN": 5874, + "FP": 11606, + "IoU": 0.8203863542951089, + "TN": 66970032, + "TP": 79840, + "n_pred": 91446, + "n_ref": 85714 + }, + "9": { + "Dice": 0.9235173770663251, + "FN": 6700, + "FP": 5001, + "IoU": 0.8579027263343251, + "TN": 66985007, + "TP": 70644, + "n_pred": 75645, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8293737192622951, + "FN": 50702, + "FP": 2588, + "IoU": 0.7084871857990755, + "TN": 74336475, + "TP": 129515, + "n_pred": 132103, + "n_ref": 180217 + }, + "10": { + "Dice": 0.7474229980369891, + "FN": 13695, + "FP": 14998, + "IoU": 0.5967082238182917, + "TN": 74448133, + "TP": 42454, + "n_pred": 57452, + "n_ref": 56149 + }, + "11": { + "Dice": 0.628514720476348, + "FN": 1487, + "FP": 759, + "IoU": 0.4582730342498794, + "TN": 74515134, + "TP": 1900, + "n_pred": 2659, + "n_ref": 3387 + }, + "12": { + "Dice": 0.43946815955213436, + "FN": 1573, + "FP": 29, + "IoU": 0.28161434977578476, + "TN": 74517050, + "TP": 628, + "n_pred": 657, + "n_ref": 2201 + }, + "13": { + "Dice": 0.43314112442213054, + "FN": 25463, + "FP": 20151, + "IoU": 0.2764391427800955, + "TN": 74456239, + "TP": 17427, + "n_pred": 37578, + "n_ref": 42890 + }, + "14": { + "Dice": 0.6885923264468112, + "FN": 5094, + "FP": 19174, + "IoU": 0.5250787686647488, + "TN": 74468181, + "TP": 26831, + "n_pred": 46005, + "n_ref": 31925 + }, + "15": { + "Dice": 0.8032731477363693, + "FN": 7781, + "FP": 3278, + "IoU": 0.671225138983857, + "TN": 74485643, + "TP": 22578, + "n_pred": 25856, + "n_ref": 30359 + }, + "2": { + "Dice": 0.9539157085997199, + "FN": 3340, + "FP": 9952, + "IoU": 0.9118918202306775, + "TN": 74368420, + "TP": 137568, + "n_pred": 147520, + "n_ref": 140908 + }, + "3": { + "Dice": 0.9655489534891305, + "FN": 7604, + "FP": 2960, + "IoU": 0.9333926015598892, + "TN": 74360679, + "TP": 148037, + "n_pred": 150997, + "n_ref": 155641 + }, + "4": { + "Dice": 0.5388471177944862, + "FN": 8333, + "FP": 131, + "IoU": 0.3687821612349914, + "TN": 74505871, + "TP": 4945, + "n_pred": 5076, + "n_ref": 13278 + }, + "5": { + "Dice": 0.6609238829278122, + "FN": 3594, + "FP": 3137, + "IoU": 0.4935670754646001, + "TN": 74505989, + "TP": 6560, + "n_pred": 9697, + "n_ref": 10154 + }, + "6": { + "Dice": 0.9598549696873329, + "FN": 63609, + "FP": 65404, + "IoU": 0.9228087831163322, + "TN": 72847937, + "TP": 1542330, + "n_pred": 1607734, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.7177128548830863, + "FN": 71456, + "FP": 3852, + "IoU": 0.5597130546119982, + "TN": 74348237, + "TP": 95735, + "n_pred": 99587, + "n_ref": 167191 + }, + "8": { + "Dice": 0.9572237544518352, + "FN": 2427, + "FP": 3110, + "IoU": 0.9179570004000652, + "TN": 74451791, + "TP": 61952, + "n_pred": 65062, + "n_ref": 64379 + }, + "9": { + "Dice": 0.9114996414979869, + "FN": 10226, + "FP": 5820, + "IoU": 0.837390299762865, + "TN": 74420602, + "TP": 82632, + "n_pred": 88452, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9428421336298792, + "FN": 6526, + "FP": 26986, + "IoU": 0.8918650313479118, + "TN": 65741271, + "TP": 276397, + "n_pred": 303383, + "n_ref": 282923 + }, + "10": { + "Dice": 0.7018994413407821, + "FN": 30136, + "FP": 15220, + "IoU": 0.5407126872095025, + "TN": 65952427, + "TP": 53397, + "n_pred": 68617, + "n_ref": 83533 + }, + "11": { + "Dice": 0.7043899657924744, + "FN": 1166, + "FP": 908, + "IoU": 0.5436743674367437, + "TN": 66046635, + "TP": 2471, + "n_pred": 3379, + "n_ref": 3637 + }, + "12": { + "Dice": 0.610338384886859, + "FN": 1556, + "FP": 321, + "IoU": 0.4391992829399462, + "TN": 66047833, + "TP": 1470, + "n_pred": 1791, + "n_ref": 3026 + }, + "13": { + "Dice": 0.7619758404145298, + "FN": 11892, + "FP": 10433, + "IoU": 0.6154773592380165, + "TN": 65993121, + "TP": 35734, + "n_pred": 46167, + "n_ref": 47626 + }, + "14": { + "Dice": 0.907998591934916, + "FN": 632, + "FP": 11129, + "IoU": 0.8314994698988509, + "TN": 65981382, + "TP": 58037, + "n_pred": 69166, + "n_ref": 58669 + }, + "15": { + "Dice": 0.8154326992734875, + "FN": 4898, + "FP": 4019, + "IoU": 0.6883802201642495, + "TN": 66022565, + "TP": 19698, + "n_pred": 23717, + "n_ref": 24596 + }, + "2": { + "Dice": 0.957687880803793, + "FN": 7908, + "FP": 4113, + "IoU": 0.918811038618957, + "TN": 65903118, + "TP": 136041, + "n_pred": 140154, + "n_ref": 143949 + }, + "3": { + "Dice": 0.9545374758644901, + "FN": 7282, + "FP": 6963, + "IoU": 0.9130288784419073, + "TN": 65887390, + "TP": 149545, + "n_pred": 156508, + "n_ref": 156827 + }, + "4": { + "Dice": 0.9164630158675524, + "FN": 2902, + "FP": 1952, + "IoU": 0.8458068614993647, + "TN": 66019700, + "TP": 26626, + "n_pred": 28578, + "n_ref": 29528 + }, + "5": { + "Dice": 0.774222271690133, + "FN": 3023, + "FP": 1034, + "IoU": 0.631617179696722, + "TN": 66040167, + "TP": 6956, + "n_pred": 7990, + "n_ref": 9979 + }, + "6": { + "Dice": 0.9607983881123284, + "FN": 31614, + "FP": 49324, + "IoU": 0.9245543666614157, + "TN": 64978381, + "TP": 991861, + "n_pred": 1041185, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.9040144492231547, + "FN": 161186, + "FP": 11956, + "IoU": 0.824841576225508, + "TN": 65062692, + "TP": 815346, + "n_pred": 827302, + "n_ref": 976532 + }, + "8": { + "Dice": 0.960918998673329, + "FN": 3797, + "FP": 2507, + "IoU": 0.9247777578903407, + "TN": 65967375, + "TP": 77501, + "n_pred": 80008, + "n_ref": 81298 + }, + "9": { + "Dice": 0.8971877063449186, + "FN": 10300, + "FP": 3402, + "IoU": 0.8135452529018738, + "TN": 65977693, + "TP": 59785, + "n_pred": 63187, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9827096455477338, + "FN": 2463, + "FP": 2857, + "IoU": 0.9660070413985674, + "TN": 113316037, + "TP": 151183, + "n_pred": 154040, + "n_ref": 153646 + }, + "10": { + "Dice": 0.8823871087504566, + "FN": 6888, + "FP": 12753, + "IoU": 0.7895283918601785, + "TN": 113379221, + "TP": 73678, + "n_pred": 86431, + "n_ref": 80566 + }, + "11": { + "Dice": 0.685601294265684, + "FN": 1323, + "FP": 426, + "IoU": 0.5216083150984683, + "TN": 113468884, + "TP": 1907, + "n_pred": 2333, + "n_ref": 3230 + }, + "12": { + "Dice": 0.8435251798561151, + "FN": 800, + "FP": 418, + "IoU": 0.7293934681181959, + "TN": 113468039, + "TP": 3283, + "n_pred": 3701, + "n_ref": 4083 + }, + "13": { + "Dice": 0.6684784053156146, + "FN": 26573, + "FP": 23321, + "IoU": 0.5020409792708365, + "TN": 113372343, + "TP": 50303, + "n_pred": 73624, + "n_ref": 76876 + }, + "14": { + "Dice": 0.9702764474152683, + "FN": 10152, + "FP": 5376, + "IoU": 0.9422688691345907, + "TN": 113203569, + "TP": 253443, + "n_pred": 258819, + "n_ref": 263595 + }, + "15": { + "Dice": 0.8274979197337259, + "FN": 2491, + "FP": 5594, + "IoU": 0.7057539032645486, + "TN": 113445063, + "TP": 19392, + "n_pred": 24986, + "n_ref": 21883 + }, + "2": { + "Dice": 0.9686934491494752, + "FN": 3969, + "FP": 3989, + "IoU": 0.939287594314792, + "TN": 113341463, + "TP": 123119, + "n_pred": 127108, + "n_ref": 127088 + }, + "3": { + "Dice": 0.9716634879572913, + "FN": 2359, + "FP": 4520, + "IoU": 0.9448886396410832, + "TN": 113347720, + "TP": 117941, + "n_pred": 122461, + "n_ref": 120300 + }, + "4": { + "Dice": 0.8361229828047054, + "FN": 1844, + "FP": 9621, + "IoU": 0.7183946159703289, + "TN": 113431827, + "TP": 29248, + "n_pred": 38869, + "n_ref": 31092 + }, + "5": { + "Dice": 0.6237854779731847, + "FN": 14914, + "FP": 6692, + "IoU": 0.4532618047472038, + "TN": 113433022, + "TP": 17912, + "n_pred": 24604, + "n_ref": 32826 + }, + "6": { + "Dice": 0.9626706411353156, + "FN": 36871, + "FP": 48962, + "IoU": 0.9280279526542277, + "TN": 112279952, + "TP": 1106755, + "n_pred": 1155717, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.9060280852904937, + "FN": 25368, + "FP": 14596, + "IoU": 0.8282004986673545, + "TN": 113239920, + "TP": 192656, + "n_pred": 207252, + "n_ref": 218024 + }, + "8": { + "Dice": 0.9494812928623126, + "FN": 15830, + "FP": 5319, + "IoU": 0.9038214040465136, + "TN": 113252647, + "TP": 198744, + "n_pred": 204063, + "n_ref": 214574 + }, + "9": { + "Dice": 0.9109331302985489, + "FN": 12918, + "FP": 5331, + "IoU": 0.8364345254100565, + "TN": 113360970, + "TP": 93321, + "n_pred": 98652, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8348202615474332, + "FN": 2642, + "FP": 46644, + "IoU": 0.7164733765934925, + "TN": 75022896, + "TP": 124546, + "n_pred": 171190, + "n_ref": 127188 + }, + "10": { + "Dice": 0.8636337053203537, + "FN": 18835, + "FP": 6814, + "IoU": 0.7599958828097951, + "TN": 75089859, + "TP": 81220, + "n_pred": 88034, + "n_ref": 100055 + }, + "11": { + "Dice": 0.7144836078189933, + "FN": 1223, + "FP": 632, + "IoU": 0.5557950191570882, + "TN": 75192552, + "TP": 2321, + "n_pred": 2953, + "n_ref": 3544 + }, + "12": { + "Dice": 0.5736531986531986, + "FN": 1743, + "FP": 283, + "IoU": 0.4021835349660667, + "TN": 75193339, + "TP": 1363, + "n_pred": 1646, + "n_ref": 3106 + }, + "13": { + "Dice": 0.6470546861262528, + "FN": 18462, + "FP": 21682, + "IoU": 0.4782563489381612, + "TN": 75119786, + "TP": 36798, + "n_pred": 58480, + "n_ref": 55260 + }, + "14": { + "Dice": 0.9396872890478188, + "FN": 4293, + "FP": 12236, + "IoU": 0.8862359937229854, + "TN": 75051436, + "TP": 128763, + "n_pred": 140999, + "n_ref": 133056 + }, + "15": { + "Dice": 0.7590383444917833, + "FN": 23928, + "FP": 7744, + "IoU": 0.6116533424885968, + "TN": 75115172, + "TP": 49884, + "n_pred": 57628, + "n_ref": 73812 + }, + "2": { + "Dice": 0.9556458916101507, + "FN": 3851, + "FP": 9373, + "IoU": 0.9150592542634165, + "TN": 75041043, + "TP": 142461, + "n_pred": 151834, + "n_ref": 146312 + }, + "3": { + "Dice": 0.957758829723275, + "FN": 3345, + "FP": 9372, + "IoU": 0.9189416586460318, + "TN": 75039841, + "TP": 144170, + "n_pred": 153542, + "n_ref": 147515 + }, + "4": { + "Dice": 0.9134842329270652, + "FN": 1354, + "FP": 3118, + "IoU": 0.8407464121648089, + "TN": 75168647, + "TP": 23609, + "n_pred": 26727, + "n_ref": 24963 + }, + "5": { + "Dice": 0.8410153640614563, + "FN": 1406, + "FP": 974, + "IoU": 0.7256484149855907, + "TN": 75188053, + "TP": 6295, + "n_pred": 7269, + "n_ref": 7701 + }, + "6": { + "Dice": 0.972000409339232, + "FN": 21763, + "FP": 49375, + "IoU": 0.9455260665176517, + "TN": 73890819, + "TP": 1234771, + "n_pred": 1284146, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.9194126208157629, + "FN": 3989, + "FP": 21925, + "IoU": 0.8508452333672923, + "TN": 75022989, + "TP": 147825, + "n_pred": 169750, + "n_ref": 151814 + }, + "8": { + "Dice": 0.9381917248424996, + "FN": 7599, + "FP": 2565, + "IoU": 0.8835792174470815, + "TN": 75109424, + "TP": 77140, + "n_pred": 79705, + "n_ref": 84739 + }, + "9": { + "Dice": 0.8427502928719474, + "FN": 11769, + "FP": 12661, + "IoU": 0.7282354773399782, + "TN": 75106834, + "TP": 65464, + "n_pred": 78125, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9764770430663879, + "FN": 4949, + "FP": 5212, + "IoU": 0.9540353115203496, + "TN": 86706811, + "TP": 210900, + "n_pred": 216112, + "n_ref": 215849 + }, + "10": { + "Dice": 0.6977473534394266, + "FN": 13430, + "FP": 34565, + "IoU": 0.5358002959581403, + "TN": 86824479, + "TP": 55398, + "n_pred": 89963, + "n_ref": 68828 + }, + "11": { + "Dice": 0.7038588754134509, + "FN": 994, + "FP": 349, + "IoU": 0.5430418509697176, + "TN": 86924933, + "TP": 1596, + "n_pred": 1945, + "n_ref": 2590 + }, + "12": { + "Dice": 0.6241493631128948, + "FN": 1338, + "FP": 2970, + "IoU": 0.4536461636017755, + "TN": 86919987, + "TP": 3577, + "n_pred": 6547, + "n_ref": 4915 + }, + "13": { + "Dice": 0.5547105487445093, + "FN": 21517, + "FP": 32819, + "IoU": 0.3838058516670447, + "TN": 86839692, + "TP": 33844, + "n_pred": 66663, + "n_ref": 55361 + }, + "14": { + "Dice": 0.8412634393113542, + "FN": 10274, + "FP": 17276, + "IoU": 0.7260178610497842, + "TN": 86827318, + "TP": 73004, + "n_pred": 90280, + "n_ref": 83278 + }, + "15": { + "Dice": 0.8485762905703794, + "FN": 39483, + "FP": 4475, + "IoU": 0.7369800392513522, + "TN": 86760744, + "TP": 123170, + "n_pred": 127645, + "n_ref": 162653 + }, + "2": { + "Dice": 0.938163856053176, + "FN": 6084, + "FP": 9489, + "IoU": 0.8835297813145062, + "TN": 86794164, + "TP": 118135, + "n_pred": 127624, + "n_ref": 124219 + }, + "3": { + "Dice": 0.9464799352967289, + "FN": 14709, + "FP": 2893, + "IoU": 0.8983976357045554, + "TN": 86754628, + "TP": 155642, + "n_pred": 158535, + "n_ref": 170351 + }, + "4": { + "Dice": 0.8109832578938758, + "FN": 1651, + "FP": 5281, + "IoU": 0.6820621015456588, + "TN": 86906069, + "TP": 14871, + "n_pred": 20152, + "n_ref": 16522 + }, + "5": { + "Dice": 0.8652458466185602, + "FN": 317, + "FP": 1289, + "IoU": 0.7624963028689736, + "TN": 86921110, + "TP": 5156, + "n_pred": 6445, + "n_ref": 5473 + }, + "6": { + "Dice": 0.9495710250990284, + "FN": 24972, + "FP": 97105, + "IoU": 0.9039840367965368, + "TN": 85656448, + "TP": 1149347, + "n_pred": 1246452, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.9102650365659978, + "FN": 156033, + "FP": 14941, + "IoU": 0.8353086457807557, + "TN": 85889724, + "TP": 867174, + "n_pred": 882115, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.9282636248415717, + "FN": 3120, + "FP": 4804, + "IoU": 0.8661305581835383, + "TN": 86868680, + "TP": 51268, + "n_pred": 56072, + "n_ref": 54388 + }, + "9": { + "Dice": 0.818981706892954, + "FN": 3662, + "FP": 17158, + "IoU": 0.6934538708442534, + "TN": 86859954, + "TP": 47098, + "n_pred": 64256, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6243048442068798, + "FN": 4661, + "FP": 96200, + "IoU": 0.4538104547202201, + "TN": 37564937, + "TP": 83802, + "n_pred": 180002, + "n_ref": 88463 + }, + "10": { + "Dice": 0.8019270582925322, + "FN": 18379, + "FP": 1808, + "IoU": 0.6693474415252572, + "TN": 37688548, + "TP": 40865, + "n_pred": 42673, + "n_ref": 59244 + }, + "11": { + "Dice": 0.8298800436205016, + "FN": 305, + "FP": 631, + "IoU": 0.7092264678471575, + "TN": 37746381, + "TP": 2283, + "n_pred": 2914, + "n_ref": 2588 + }, + "12": { + "Dice": 0.7188538205980066, + "FN": 1186, + "FP": 168, + "IoU": 0.5611021069692058, + "TN": 37746515, + "TP": 1731, + "n_pred": 1899, + "n_ref": 2917 + }, + "13": { + "Dice": 0.753192246131958, + "FN": 13121, + "FP": 7696, + "IoU": 0.6040965367718377, + "TN": 37697019, + "TP": 31764, + "n_pred": 39460, + "n_ref": 44885 + }, + "14": { + "Dice": 0.3755184832553711, + "FN": 9560, + "FP": 292152, + "IoU": 0.23116205348269483, + "TN": 37357174, + "TP": 90714, + "n_pred": 382866, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 12209, + "IoU": 0.0, + "TN": 37737391, + "TP": 0, + "n_pred": 12209, + "n_ref": 0 + }, + "2": { + "Dice": 0.7942444226343188, + "FN": 31041, + "FP": 4808, + "IoU": 0.6587109672505712, + "TN": 37644560, + "TP": 69191, + "n_pred": 73999, + "n_ref": 100232 + }, + "3": { + "Dice": 0.9286837183150309, + "FN": 7767, + "FP": 4663, + "IoU": 0.8668623208585934, + "TN": 37656238, + "TP": 80932, + "n_pred": 85595, + "n_ref": 88699 + }, + "4": { + "Dice": 0.0, + "FN": 11694, + "FP": 0, + "IoU": 0.0, + "TN": 37737906, + "TP": 0, + "n_pred": 0, + "n_ref": 11694 + }, + "5": { + "Dice": 0.8031575565652394, + "FN": 1299, + "FP": 2990, + "IoU": 0.6710637318812792, + "TN": 37736561, + "TP": 8750, + "n_pred": 11740, + "n_ref": 10049 + }, + "6": { + "Dice": 0.8850938872995927, + "FN": 146628, + "FP": 8094, + "IoU": 0.7938730241202214, + "TN": 36998985, + "TP": 595893, + "n_pred": 603987, + "n_ref": 742521 + }, + "7": { + "Dice": 0.9344035557802742, + "FN": 27425, + "FP": 17204, + "IoU": 0.876883139812355, + "TN": 37387107, + "TP": 317864, + "n_pred": 335068, + "n_ref": 345289 + }, + "8": { + "Dice": 0.9356787356103492, + "FN": 4202, + "FP": 5956, + "IoU": 0.8791318626401086, + "TN": 37665558, + "TP": 73884, + "n_pred": 79840, + "n_ref": 78086 + }, + "9": { + "Dice": 0.8605150214592274, + "FN": 6651, + "FP": 8949, + "IoU": 0.7551789077212806, + "TN": 37685880, + "TP": 48120, + "n_pred": 57069, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9564498180396402, + "FN": 7219, + "FP": 10157, + "IoU": 0.9165345707121653, + "TN": 75698506, + "TP": 190806, + "n_pred": 200963, + "n_ref": 198025 + }, + "10": { + "Dice": 0.9209336883165129, + "FN": 9993, + "FP": 7885, + "IoU": 0.8534542116134956, + "TN": 75784692, + "TP": 104118, + "n_pred": 112003, + "n_ref": 114111 + }, + "11": { + "Dice": 0.6843549862763038, + "FN": 1350, + "FP": 1410, + "IoU": 0.5201668984700973, + "TN": 75900936, + "TP": 2992, + "n_pred": 4402, + "n_ref": 4342 + }, + "12": { + "Dice": 0.784460876282971, + "FN": 1030, + "FP": 923, + "IoU": 0.645360450335936, + "TN": 75901181, + "TP": 3554, + "n_pred": 4477, + "n_ref": 4584 + }, + "13": { + "Dice": 0.7893197061641648, + "FN": 10609, + "FP": 5882, + "IoU": 0.6519637844796657, + "TN": 75859305, + "TP": 30892, + "n_pred": 36774, + "n_ref": 41501 + }, + "14": { + "Dice": 0.9100451231173798, + "FN": 1865, + "FP": 22217, + "IoU": 0.834938346915975, + "TN": 75760791, + "TP": 121815, + "n_pred": 144032, + "n_ref": 123680 + }, + "15": { + "Dice": 0.7233334563275492, + "FN": 79450, + "FP": 3029, + "IoU": 0.5665797853892316, + "TN": 75716390, + "TP": 107819, + "n_pred": 110848, + "n_ref": 187269 + }, + "2": { + "Dice": 0.9650932620796229, + "FN": 5980, + "FP": 7528, + "IoU": 0.9325412877482634, + "TN": 75706447, + "TP": 186733, + "n_pred": 194261, + "n_ref": 192713 + }, + "3": { + "Dice": 0.9663864699445183, + "FN": 11476, + "FP": 5203, + "IoU": 0.9349591910746805, + "TN": 75650249, + "TP": 239760, + "n_pred": 244963, + "n_ref": 251236 + }, + "4": { + "Dice": 0.9020629398915946, + "FN": 2301, + "FP": 3752, + "IoU": 0.8215980429720888, + "TN": 75872759, + "TP": 27876, + "n_pred": 31628, + "n_ref": 30177 + }, + "5": { + "Dice": 0.8582785506803241, + "FN": 1208, + "FP": 1573, + "IoU": 0.7517407605784682, + "TN": 75895486, + "TP": 8421, + "n_pred": 9994, + "n_ref": 9629 + }, + "6": { + "Dice": 0.9735216072670072, + "FN": 64435, + "FP": 24913, + "IoU": 0.9484092545533389, + "TN": 74174827, + "TP": 1642513, + "n_pred": 1667426, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.8518141234982174, + "FN": 17855, + "FP": 71173, + "IoU": 0.7418782454400752, + "TN": 75561781, + "TP": 255879, + "n_pred": 327052, + "n_ref": 273734 + }, + "8": { + "Dice": 0.9452674828386752, + "FN": 6853, + "FP": 2978, + "IoU": 0.896215360253365, + "TN": 75811963, + "TP": 84894, + "n_pred": 87872, + "n_ref": 91747 + }, + "9": { + "Dice": 0.8758933051272663, + "FN": 13155, + "FP": 5149, + "IoU": 0.7791905422522468, + "TN": 75823793, + "TP": 64591, + "n_pred": 69740, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9747249355174561, + "FN": 1895, + "FP": 2936, + "IoU": 0.9506960320052253, + "TN": 61289766, + "TP": 93153, + "n_pred": 96089, + "n_ref": 95048 + }, + "10": { + "Dice": 0.8987298888413032, + "FN": 7753, + "FP": 8090, + "IoU": 0.8160848821146234, + "TN": 61301607, + "TP": 70300, + "n_pred": 78390, + "n_ref": 78053 + }, + "11": { + "Dice": 0.7839662447257384, + "FN": 555, + "FP": 981, + "IoU": 0.6446911866759195, + "TN": 61383427, + "TP": 2787, + "n_pred": 3768, + "n_ref": 3342 + }, + "12": { + "Dice": 0.8244552058111381, + "FN": 645, + "FP": 515, + "IoU": 0.7013388259526262, + "TN": 61383866, + "TP": 2724, + "n_pred": 3239, + "n_ref": 3369 + }, + "13": { + "Dice": 0.6680161943319838, + "FN": 9425, + "FP": 20423, + "IoU": 0.5015197568389058, + "TN": 61327872, + "TP": 30030, + "n_pred": 50453, + "n_ref": 39455 + }, + "14": { + "Dice": 0.889124041447929, + "FN": 1762, + "FP": 14374, + "IoU": 0.8003810277853378, + "TN": 61306916, + "TP": 64698, + "n_pred": 79072, + "n_ref": 66460 + }, + "15": { + "Dice": 0.9055797791106881, + "FN": 1816, + "FP": 6716, + "IoU": 0.8274516148603556, + "TN": 61338303, + "TP": 40915, + "n_pred": 47631, + "n_ref": 42731 + }, + "2": { + "Dice": 0.9607732641674908, + "FN": 4442, + "FP": 6069, + "IoU": 0.9245078393771592, + "TN": 61248517, + "TP": 128722, + "n_pred": 134791, + "n_ref": 133164 + }, + "3": { + "Dice": 0.9665922585151777, + "FN": 6314, + "FP": 2486, + "IoU": 0.9353445108959194, + "TN": 61251644, + "TP": 127306, + "n_pred": 129792, + "n_ref": 133620 + }, + "4": { + "Dice": 0.751843163538874, + "FN": 5515, + "FP": 3371, + "IoU": 0.6023627332527856, + "TN": 61365403, + "TP": 13461, + "n_pred": 16832, + "n_ref": 18976 + }, + "5": { + "Dice": 0.5554800504805358, + "FN": 16251, + "FP": 2065, + "IoU": 0.38454301075268815, + "TN": 61357990, + "TP": 11444, + "n_pred": 13509, + "n_ref": 27695 + }, + "6": { + "Dice": 0.9708491003606667, + "FN": 37074, + "FP": 20433, + "IoU": 0.9433496105390392, + "TN": 60372629, + "TP": 957614, + "n_pred": 978047, + "n_ref": 994688 + }, + "7": { + "Dice": 0.9289289688084255, + "FN": 16918, + "FP": 8057, + "IoU": 0.8672897891515049, + "TN": 61199558, + "TP": 163217, + "n_pred": 171274, + "n_ref": 180135 + }, + "8": { + "Dice": 0.9454504857460062, + "FN": 17661, + "FP": 8724, + "IoU": 0.8965444229660794, + "TN": 61132713, + "TP": 228652, + "n_pred": 237376, + "n_ref": 246313 + }, + "9": { + "Dice": 0.8908829406748381, + "FN": 9723, + "FP": 7423, + "IoU": 0.80323617167776, + "TN": 61300610, + "TP": 69994, + "n_pred": 77417, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9782566289624802, + "FN": 2468, + "FP": 5669, + "IoU": 0.9574386844018559, + "TN": 39557617, + "TP": 183046, + "n_pred": 188715, + "n_ref": 185514 + }, + "10": { + "Dice": 0.7730509706218208, + "FN": 14598, + "FP": 7264, + "IoU": 0.630059564099093, + "TN": 39689704, + "TP": 37234, + "n_pred": 44498, + "n_ref": 51832 + }, + "11": { + "Dice": 0.8098693759071117, + "FN": 520, + "FP": 659, + "IoU": 0.6804878048780488, + "TN": 39745110, + "TP": 2511, + "n_pred": 3170, + "n_ref": 3031 + }, + "12": { + "Dice": 0.8469530159714684, + "FN": 729, + "FP": 258, + "IoU": 0.7345346960731576, + "TN": 39745082, + "TP": 2731, + "n_pred": 2989, + "n_ref": 3460 + }, + "13": { + "Dice": 0.8457018549826797, + "FN": 8045, + "FP": 5006, + "IoU": 0.7326546080258927, + "TN": 39699983, + "TP": 35766, + "n_pred": 40772, + "n_ref": 43811 + }, + "14": { + "Dice": 0.4289154036332366, + "FN": 13382, + "FP": 39746, + "IoU": 0.27300592509476046, + "TN": 39675721, + "TP": 19951, + "n_pred": 59697, + "n_ref": 33333 + }, + "15": { + "Dice": 0.7863955911965238, + "FN": 7195, + "FP": 16991, + "IoU": 0.6479834660223849, + "TN": 39680093, + "TP": 44521, + "n_pred": 61512, + "n_ref": 51716 + }, + "2": { + "Dice": 0.965214485999095, + "FN": 3735, + "FP": 4490, + "IoU": 0.9327676827125072, + "TN": 39626463, + "TP": 114112, + "n_pred": 118602, + "n_ref": 117847 + }, + "3": { + "Dice": 0.9670687704322892, + "FN": 3081, + "FP": 5854, + "IoU": 0.9362373241798628, + "TN": 39608671, + "TP": 131194, + "n_pred": 137048, + "n_ref": 134275 + }, + "4": { + "Dice": 0.8935462828525135, + "FN": 2541, + "FP": 2518, + "IoU": 0.8075767372865239, + "TN": 39722509, + "TP": 21232, + "n_pred": 23750, + "n_ref": 23773 + }, + "5": { + "Dice": 0.790955048503894, + "FN": 735, + "FP": 2325, + "IoU": 0.6541982144875127, + "TN": 39739951, + "TP": 5789, + "n_pred": 8114, + "n_ref": 6524 + }, + "6": { + "Dice": 0.9749893991156751, + "FN": 16292, + "FP": 30481, + "IoU": 0.9511993322552037, + "TN": 38790350, + "TP": 911677, + "n_pred": 942158, + "n_ref": 927969 + }, + "7": { + "Dice": 0.9501018567721841, + "FN": 60710, + "FP": 9809, + "IoU": 0.9049466968778348, + "TN": 39006911, + "TP": 671370, + "n_pred": 681179, + "n_ref": 732080 + }, + "8": { + "Dice": 0.9607299328751155, + "FN": 1730, + "FP": 2178, + "IoU": 0.924427599009901, + "TN": 39697088, + "TP": 47804, + "n_pred": 49982, + "n_ref": 49534 + }, + "9": { + "Dice": 0.9031201612993061, + "FN": 1092, + "FP": 7605, + "IoU": 0.8233537799081935, + "TN": 39699566, + "TP": 40537, + "n_pred": 48142, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9448038526724815, + "FN": 5533, + "FP": 5149, + "IoU": 0.8953822045933109, + "TN": 101294503, + "TP": 91423, + "n_pred": 96572, + "n_ref": 96956 + }, + "10": { + "Dice": 0.8664675438370626, + "FN": 15089, + "FP": 5655, + "IoU": 0.7643958839697431, + "TN": 101308562, + "TP": 67302, + "n_pred": 72957, + "n_ref": 82391 + }, + "11": { + "Dice": 0.715311510031679, + "FN": 2142, + "FP": 554, + "IoU": 0.5567976327469998, + "TN": 101390525, + "TP": 3387, + "n_pred": 3941, + "n_ref": 5529 + }, + "12": { + "Dice": 0.7450324611449931, + "FN": 1438, + "FP": 1154, + "IoU": 0.5936667189214611, + "TN": 101390229, + "TP": 3787, + "n_pred": 4941, + "n_ref": 5225 + }, + "13": { + "Dice": 0.9142600383971243, + "FN": 5181, + "FP": 3215, + "IoU": 0.8420617005267118, + "TN": 101343448, + "TP": 44764, + "n_pred": 47979, + "n_ref": 49945 + }, + "14": { + "Dice": 0.9772235573492559, + "FN": 4370, + "FP": 3610, + "IoU": 0.955461542325488, + "TN": 101217437, + "TP": 171191, + "n_pred": 174801, + "n_ref": 175561 + }, + "15": { + "Dice": 0.918878023869418, + "FN": 2583, + "FP": 1706, + "IoU": 0.8499300209937019, + "TN": 101368028, + "TP": 24291, + "n_pred": 25997, + "n_ref": 26874 + }, + "2": { + "Dice": 0.9735059877978164, + "FN": 7736, + "FP": 1735, + "IoU": 0.9483796069197815, + "TN": 101213134, + "TP": 174003, + "n_pred": 175738, + "n_ref": 181739 + }, + "3": { + "Dice": 0.9814146685260995, + "FN": 3557, + "FP": 2640, + "IoU": 0.9635075611249824, + "TN": 101226792, + "TP": 163619, + "n_pred": 166259, + "n_ref": 167176 + }, + "4": { + "Dice": 0.9056496908481616, + "FN": 552, + "FP": 1447, + "IoU": 0.8275683602173726, + "TN": 101385015, + "TP": 9594, + "n_pred": 11041, + "n_ref": 10146 + }, + "5": { + "Dice": 0.7676100150696106, + "FN": 10755, + "FP": 6054, + "IoU": 0.6228629122728293, + "TN": 101352038, + "TP": 27761, + "n_pred": 33815, + "n_ref": 38516 + }, + "6": { + "Dice": 0.9764996068676958, + "FN": 45849, + "FP": 40051, + "IoU": 0.954078389632301, + "TN": 99526029, + "TP": 1784679, + "n_pred": 1824730, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.9283910275895364, + "FN": 45642, + "FP": 18436, + "IoU": 0.8663524209779854, + "TN": 100917153, + "TP": 415377, + "n_pred": 433813, + "n_ref": 461019 + }, + "8": { + "Dice": 0.9564518082696092, + "FN": 14883, + "FP": 7048, + "IoU": 0.9165382258807232, + "TN": 101133841, + "TP": 240836, + "n_pred": 247884, + "n_ref": 255719 + }, + "9": { + "Dice": 0.9382590920220247, + "FN": 4230, + "FP": 6613, + "IoU": 0.8836987300497683, + "TN": 101303376, + "TP": 82389, + "n_pred": 89002, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8642198374725356, + "FN": 19933, + "FP": 41989, + "IoU": 0.7609041485188274, + "TN": 73624520, + "TP": 197062, + "n_pred": 239051, + "n_ref": 216995 + }, + "10": { + "Dice": 0.33462079130897626, + "FN": 51323, + "FP": 46183, + "IoU": 0.20092768635678226, + "TN": 73761480, + "TP": 24518, + "n_pred": 70701, + "n_ref": 75841 + }, + "11": { + "Dice": 0.5963322861109082, + "FN": 2178, + "FP": 3347, + "IoU": 0.42483864251509473, + "TN": 73873898, + "TP": 4081, + "n_pred": 7428, + "n_ref": 6259 + }, + "12": { + "Dice": 0.42757715036112937, + "FN": 3913, + "FP": 446, + "IoU": 0.2719224987472858, + "TN": 73877517, + "TP": 1628, + "n_pred": 2074, + "n_ref": 5541 + }, + "13": { + "Dice": 0.02034607339798441, + "FN": 60490, + "FP": 11638, + "IoU": 0.010277591009509174, + "TN": 73810627, + "TP": 749, + "n_pred": 12387, + "n_ref": 61239 + }, + "14": { + "Dice": 0.7684739530887692, + "FN": 17957, + "FP": 32167, + "IoU": 0.624001380251896, + "TN": 73750195, + "TP": 83185, + "n_pred": 115352, + "n_ref": 101142 + }, + "15": { + "Dice": 0.7117487385484277, + "FN": 92120, + "FP": 13222, + "IoU": 0.5524921727974443, + "TN": 73648107, + "TP": 130055, + "n_pred": 143277, + "n_ref": 222175 + }, + "2": { + "Dice": 0.500524316640645, + "FN": 126613, + "FP": 1991, + "IoU": 0.3337995555348346, + "TN": 73690463, + "TP": 64437, + "n_pred": 66428, + "n_ref": 191050 + }, + "3": { + "Dice": 0.6859959135868962, + "FN": 27045, + "FP": 119875, + "IoU": 0.5220652817446634, + "TN": 73576098, + "TP": 160486, + "n_pred": 280361, + "n_ref": 187531 + }, + "4": { + "Dice": 0.0, + "FN": 47888, + "FP": 10868, + "IoU": 0.0, + "TN": 73824748, + "TP": 0, + "n_pred": 10868, + "n_ref": 47888 + }, + "5": { + "Dice": 0.49743341404358354, + "FN": 9992, + "FP": 386, + "IoU": 0.33105582054918137, + "TN": 73867990, + "TP": 5136, + "n_pred": 5522, + "n_ref": 15128 + }, + "6": { + "Dice": 0.837223897938897, + "FN": 229944, + "FP": 342200, + "IoU": 0.7200215901022202, + "TN": 71839975, + "TP": 1471385, + "n_pred": 1813585, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.42860281039406456, + "FN": 81873, + "FP": 160032, + "IoU": 0.2727526899176565, + "TN": 73550873, + "TP": 90726, + "n_pred": 250758, + "n_ref": 172599 + }, + "8": { + "Dice": 0.8434570654358283, + "FN": 14392, + "FP": 9756, + "IoU": 0.7292916157528334, + "TN": 73794301, + "TP": 65055, + "n_pred": 74811, + "n_ref": 79447 + }, + "9": { + "Dice": 0.8000568323091678, + "FN": 11347, + "FP": 28056, + "IoU": 0.6667456041679001, + "TN": 73765267, + "TP": 78834, + "n_pred": 106890, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9667532619165766, + "FN": 5182, + "FP": 7347, + "IoU": 0.935646081699531, + "TN": 69301087, + "TP": 182160, + "n_pred": 189507, + "n_ref": 187342 + }, + "10": { + "Dice": 0.7677750520521965, + "FN": 11607, + "FP": 22188, + "IoU": 0.6230802690132834, + "TN": 69406115, + "TP": 55866, + "n_pred": 78054, + "n_ref": 67473 + }, + "11": { + "Dice": 0.7569721115537849, + "FN": 421, + "FP": 1531, + "IoU": 0.6089743589743589, + "TN": 69490784, + "TP": 3040, + "n_pred": 4571, + "n_ref": 3461 + }, + "12": { + "Dice": 0.5739306163691479, + "FN": 1448, + "FP": 1082, + "IoU": 0.40245630609352856, + "TN": 69491542, + "TP": 1704, + "n_pred": 2786, + "n_ref": 3152 + }, + "13": { + "Dice": 0.7336922857006718, + "FN": 23925, + "FP": 15198, + "IoU": 0.5793949428055388, + "TN": 69402760, + "TP": 53893, + "n_pred": 69091, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9547769208175335, + "FN": 6382, + "FP": 7321, + "IoU": 0.9134671247063578, + "TN": 69337420, + "TP": 144653, + "n_pred": 151974, + "n_ref": 151035 + }, + "15": { + "Dice": 0.9199752034268417, + "FN": 11632, + "FP": 2697, + "IoU": 0.8518093346984786, + "TN": 69399083, + "TP": 82364, + "n_pred": 85061, + "n_ref": 93996 + }, + "2": { + "Dice": 0.9661030041477053, + "FN": 6319, + "FP": 3774, + "IoU": 0.9344286790883812, + "TN": 69341852, + "TP": 143831, + "n_pred": 147605, + "n_ref": 150150 + }, + "3": { + "Dice": 0.9668681244456975, + "FN": 7951, + "FP": 3331, + "IoU": 0.935861284820921, + "TN": 69319876, + "TP": 164618, + "n_pred": 167949, + "n_ref": 172569 + }, + "4": { + "Dice": 0.6677672169418042, + "FN": 17096, + "FP": 2828, + "IoU": 0.5012391418629685, + "TN": 69455829, + "TP": 20023, + "n_pred": 22851, + "n_ref": 37119 + }, + "5": { + "Dice": 0.8529458810983738, + "FN": 3096, + "FP": 2420, + "IoU": 0.7435968949007576, + "TN": 69474263, + "TP": 15997, + "n_pred": 18417, + "n_ref": 19093 + }, + "6": { + "Dice": 0.9755073293981231, + "FN": 39664, + "FP": 31140, + "IoU": 0.9521857572929483, + "TN": 68014962, + "TP": 1410010, + "n_pred": 1441150, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.9436834141755033, + "FN": 9878, + "FP": 26300, + "IoU": 0.8933717664187969, + "TN": 69156485, + "TP": 303113, + "n_pred": 329413, + "n_ref": 312991 + }, + "8": { + "Dice": 0.8822469088877755, + "FN": 12087, + "FP": 8360, + "IoU": 0.789303931165954, + "TN": 69398731, + "TP": 76598, + "n_pred": 84958, + "n_ref": 88685 + }, + "9": { + "Dice": 0.8862674354927037, + "FN": 11588, + "FP": 6065, + "IoU": 0.7957632413170743, + "TN": 69409342, + "TP": 68781, + "n_pred": 74846, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9136691976574479, + "FN": 4587, + "FP": 32797, + "IoU": 0.8410598278970103, + "TN": 50598344, + "TP": 197824, + "n_pred": 230621, + "n_ref": 202411 + }, + "10": { + "Dice": 0.8912594051962697, + "FN": 7078, + "FP": 9701, + "IoU": 0.8038484469435709, + "TN": 50748011, + "TP": 68762, + "n_pred": 78463, + "n_ref": 75840 + }, + "11": { + "Dice": 0.8404635230668319, + "FN": 963, + "FP": 1226, + "IoU": 0.7248271527341295, + "TN": 50825597, + "TP": 5766, + "n_pred": 6992, + "n_ref": 6729 + }, + "12": { + "Dice": 0.5130176864769856, + "FN": 3964, + "FP": 469, + "IoU": 0.34500591016548465, + "TN": 50826784, + "TP": 2335, + "n_pred": 2804, + "n_ref": 6299 + }, + "13": { + "Dice": 0.7825742647194239, + "FN": 5770, + "FP": 17842, + "IoU": 0.6428106799788216, + "TN": 50767447, + "TP": 42493, + "n_pred": 60335, + "n_ref": 48263 + }, + "14": { + "Dice": 0.6420977864719787, + "FN": 23165, + "FP": 7572, + "IoU": 0.4728601073590698, + "TN": 50775243, + "TP": 27572, + "n_pred": 35144, + "n_ref": 50737 + }, + "15": { + "Dice": 0.2699520486160566, + "FN": 29070, + "FP": 1684, + "IoU": 0.15603732162458836, + "TN": 50797112, + "TP": 5686, + "n_pred": 7370, + "n_ref": 34756 + }, + "2": { + "Dice": 0.9558599329578846, + "FN": 13319, + "FP": 5037, + "IoU": 0.9154518279005283, + "TN": 50616445, + "TP": 198751, + "n_pred": 203788, + "n_ref": 212070 + }, + "3": { + "Dice": 0.9572923136882361, + "FN": 6634, + "FP": 10899, + "IoU": 0.9180831082912061, + "TN": 50619518, + "TP": 196501, + "n_pred": 207400, + "n_ref": 203135 + }, + "4": { + "Dice": 0.819339733083587, + "FN": 468, + "FP": 7248, + "IoU": 0.6939673977709911, + "TN": 50808339, + "TP": 17497, + "n_pred": 24745, + "n_ref": 17965 + }, + "5": { + "Dice": 0.860226828314431, + "FN": 1846, + "FP": 1728, + "IoU": 0.7547351084271205, + "TN": 50818980, + "TP": 10998, + "n_pred": 12726, + "n_ref": 12844 + }, + "6": { + "Dice": 0.9837690302908082, + "FN": 27994, + "FP": 43557, + "IoU": 0.9680565340104985, + "TN": 48593626, + "TP": 2168375, + "n_pred": 2211932, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.8164511474445578, + "FN": 6274, + "FP": 93583, + "IoU": 0.6898330775968641, + "TN": 50511606, + "TP": 222089, + "n_pred": 315672, + "n_ref": 228363 + }, + "8": { + "Dice": 0.9611843595222388, + "FN": 5309, + "FP": 2575, + "IoU": 0.925269433833496, + "TN": 50728053, + "TP": 97615, + "n_pred": 100190, + "n_ref": 102924 + }, + "9": { + "Dice": 0.9096594548430716, + "FN": 12865, + "FP": 7445, + "IoU": 0.8342893042761682, + "TN": 50710989, + "TP": 102253, + "n_pred": 109698, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.975266510351898, + "FN": 6478, + "FP": 3944, + "IoU": 0.9517269809214579, + "TN": 76668963, + "TP": 205475, + "n_pred": 209419, + "n_ref": 211953 + }, + "10": { + "Dice": 0.7816408078044565, + "FN": 10676, + "FP": 19653, + "IoU": 0.6415520257173923, + "TN": 76800248, + "TP": 54283, + "n_pred": 73936, + "n_ref": 64959 + }, + "11": { + "Dice": 0.7637425004053835, + "FN": 519, + "FP": 938, + "IoU": 0.6177859391395593, + "TN": 76881048, + "TP": 2355, + "n_pred": 3293, + "n_ref": 2874 + }, + "12": { + "Dice": 0.7290938737479618, + "FN": 1044, + "FP": 119, + "IoU": 0.5736803519061584, + "TN": 76882132, + "TP": 1565, + "n_pred": 1684, + "n_ref": 2609 + }, + "13": { + "Dice": 0.5723439920218973, + "FN": 15809, + "FP": 24501, + "IoU": 0.40089768741454135, + "TN": 76817576, + "TP": 26974, + "n_pred": 51475, + "n_ref": 42783 + }, + "14": { + "Dice": 0.8872414568345324, + "FN": 2580, + "FP": 17482, + "IoU": 0.7973351112727419, + "TN": 76785869, + "TP": 78929, + "n_pred": 96411, + "n_ref": 81509 + }, + "15": { + "Dice": 0.8092759237587936, + "FN": 9933, + "FP": 4246, + "IoU": 0.679650256433429, + "TN": 76840599, + "TP": 30082, + "n_pred": 34328, + "n_ref": 40015 + }, + "2": { + "Dice": 0.9468046821728919, + "FN": 3922, + "FP": 7312, + "IoU": 0.8989829959805411, + "TN": 76773651, + "TP": 99975, + "n_pred": 107287, + "n_ref": 103897 + }, + "3": { + "Dice": 0.9575406234476542, + "FN": 3921, + "FP": 4370, + "IoU": 0.9185399882098644, + "TN": 76783080, + "TP": 93489, + "n_pred": 97859, + "n_ref": 97410 + }, + "4": { + "Dice": 0.9439353630899596, + "FN": 932, + "FP": 1913, + "IoU": 0.89382347452883, + "TN": 76858065, + "TP": 23950, + "n_pred": 25863, + "n_ref": 24882 + }, + "5": { + "Dice": 0.8410625844214318, + "FN": 3613, + "FP": 976, + "IoU": 0.7257187257187258, + "TN": 76868129, + "TP": 12142, + "n_pred": 13118, + "n_ref": 15755 + }, + "6": { + "Dice": 0.9721199456728877, + "FN": 26637, + "FP": 36711, + "IoU": 0.9457523196218385, + "TN": 75717105, + "TP": 1104407, + "n_pred": 1141118, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.8956350790061047, + "FN": 9675, + "FP": 25628, + "IoU": 0.8109955884872366, + "TN": 76698076, + "TP": 151481, + "n_pred": 177109, + "n_ref": 161156 + }, + "8": { + "Dice": 0.9550204033199069, + "FN": 4872, + "FP": 1951, + "IoU": 0.9139129666780221, + "TN": 76805603, + "TP": 72434, + "n_pred": 74385, + "n_ref": 77306 + }, + "9": { + "Dice": 0.9087277604139685, + "FN": 12829, + "FP": 3028, + "IoU": 0.8327232448968828, + "TN": 76790065, + "TP": 78938, + "n_pred": 81966, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8513353729732925, + "FN": 9372, + "FP": 30862, + "IoU": 0.741152250136713, + "TN": 130844497, + "TP": 115201, + "n_pred": 146063, + "n_ref": 124573 + }, + "10": { + "Dice": 0.8231468944869277, + "FN": 14398, + "FP": 4150, + "IoU": 0.6994474421920827, + "TN": 130938219, + "TP": 43165, + "n_pred": 47315, + "n_ref": 57563 + }, + "11": { + "Dice": 0.7305185036606158, + "FN": 1926, + "FP": 761, + "IoU": 0.5754463580344447, + "TN": 130993603, + "TP": 3642, + "n_pred": 4403, + "n_ref": 5568 + }, + "12": { + "Dice": 0.7780199252801993, + "FN": 2304, + "FP": 548, + "IoU": 0.6366878980891719, + "TN": 130992082, + "TP": 4998, + "n_pred": 5546, + "n_ref": 7302 + }, + "13": { + "Dice": 0.5946683159680923, + "FN": 40919, + "FP": 10199, + "IoU": 0.4231515753362824, + "TN": 130911316, + "TP": 37498, + "n_pred": 47697, + "n_ref": 78417 + }, + "14": { + "Dice": 0.17294347159196763, + "FN": 856544, + "FP": 251, + "IoU": 0.0946568805633279, + "TN": 130053556, + "TP": 89581, + "n_pred": 89832, + "n_ref": 946125 + }, + "15": { + "Dice": 0.2080584023585568, + "FN": 20123, + "FP": 19364, + "IoU": 0.11610780319649013, + "TN": 130955258, + "TP": 5187, + "n_pred": 24551, + "n_ref": 25310 + }, + "2": { + "Dice": 0.9075230520949521, + "FN": 31314, + "FP": 6907, + "IoU": 0.8307022439560244, + "TN": 130774170, + "TP": 187541, + "n_pred": 194448, + "n_ref": 218855 + }, + "3": { + "Dice": 0.9367210502615262, + "FN": 12619, + "FP": 23917, + "IoU": 0.8809739443181152, + "TN": 130692974, + "TP": 270422, + "n_pred": 294339, + "n_ref": 283041 + }, + "4": { + "Dice": 0.0, + "FN": 2280, + "FP": 709, + "IoU": 0.0, + "TN": 130996943, + "TP": 0, + "n_pred": 709, + "n_ref": 2280 + }, + "5": { + "Dice": 0.6611656056176398, + "FN": 11620, + "FP": 781, + "IoU": 0.49383673469387757, + "TN": 130975432, + "TP": 12099, + "n_pred": 12880, + "n_ref": 23719 + }, + "6": { + "Dice": 0.9534192898742123, + "FN": 61271, + "FP": 76674, + "IoU": 0.9109849633666778, + "TN": 129450250, + "TP": 1411737, + "n_pred": 1488411, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.7367983408186648, + "FN": 51661, + "FP": 57225, + "IoU": 0.5832784777184147, + "TN": 130738640, + "TP": 152406, + "n_pred": 209631, + "n_ref": 204067 + }, + "8": { + "Dice": 0.9449912488833737, + "FN": 9129, + "FP": 4480, + "IoU": 0.8957188723630874, + "TN": 130869429, + "TP": 116894, + "n_pred": 121374, + "n_ref": 126023 + }, + "9": { + "Dice": 0.8002782241623294, + "FN": 7170, + "FP": 17811, + "IoU": 0.6670531787285086, + "TN": 130924902, + "TP": 50049, + "n_pred": 67860, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9582680284528341, + "FN": 1779, + "FP": 3067, + "IoU": 0.9198796375901065, + "TN": 74366214, + "TP": 55638, + "n_pred": 58705, + "n_ref": 57417 + }, + "10": { + "Dice": 0.7373172638628686, + "FN": 28793, + "FP": 6821, + "IoU": 0.5839291555680172, + "TN": 74341102, + "TP": 49982, + "n_pred": 56803, + "n_ref": 78775 + }, + "11": { + "Dice": 0.7352566822231651, + "FN": 655, + "FP": 593, + "IoU": 0.5813485407581348, + "TN": 74423717, + "TP": 1733, + "n_pred": 2326, + "n_ref": 2388 + }, + "12": { + "Dice": 0.7202687569988802, + "FN": 849, + "FP": 400, + "IoU": 0.5628281414070704, + "TN": 74423841, + "TP": 1608, + "n_pred": 2008, + "n_ref": 2457 + }, + "13": { + "Dice": 0.5412936903320564, + "FN": 62419, + "FP": 6914, + "IoU": 0.37107791112199634, + "TN": 74316457, + "TP": 40908, + "n_pred": 47822, + "n_ref": 103327 + }, + "14": { + "Dice": 0.930820954609376, + "FN": 13361, + "FP": 10055, + "IoU": 0.8705940867642995, + "TN": 74245748, + "TP": 157534, + "n_pred": 167589, + "n_ref": 170895 + }, + "15": { + "Dice": 0.7972350230414746, + "FN": 6475, + "FP": 1533, + "IoU": 0.6628352490421456, + "TN": 74402947, + "TP": 15743, + "n_pred": 17276, + "n_ref": 22218 + }, + "2": { + "Dice": 0.9176590297109153, + "FN": 7825, + "FP": 12082, + "IoU": 0.8478465242480987, + "TN": 74295863, + "TP": 110928, + "n_pred": 123010, + "n_ref": 118753 + }, + "3": { + "Dice": 0.9437340745888348, + "FN": 8970, + "FP": 5604, + "IoU": 0.8934625759336827, + "TN": 74289901, + "TP": 122223, + "n_pred": 127827, + "n_ref": 131193 + }, + "4": { + "Dice": 0.7372683319903304, + "FN": 12161, + "FP": 881, + "IoU": 0.5838677770332791, + "TN": 74395357, + "TP": 18299, + "n_pred": 19180, + "n_ref": 30460 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 74426698, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9694315537198794, + "FN": 13853, + "FP": 41248, + "IoU": 0.940676533634503, + "TN": 73497875, + "TP": 873722, + "n_pred": 914970, + "n_ref": 887575 + }, + "7": { + "Dice": 0.8739557849992616, + "FN": 14404, + "FP": 24856, + "IoU": 0.7761291904498514, + "TN": 74251329, + "TP": 136109, + "n_pred": 160965, + "n_ref": 150513 + }, + "8": { + "Dice": 0.930073624459057, + "FN": 1860, + "FP": 4361, + "IoU": 0.8692875002626437, + "TN": 74379105, + "TP": 41372, + "n_pred": 45733, + "n_ref": 43232 + }, + "9": { + "Dice": 0.8640052580442361, + "FN": 3537, + "FP": 5981, + "IoU": 0.7605715291927653, + "TN": 74386945, + "TP": 30235, + "n_pred": 36216, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.975983063697092, + "FN": 3941, + "FP": 2775, + "IoU": 0.9530926971000726, + "TN": 106503512, + "TP": 136460, + "n_pred": 139235, + "n_ref": 140401 + }, + "10": { + "Dice": 0.8556513754142213, + "FN": 13617, + "FP": 15307, + "IoU": 0.7477191452245966, + "TN": 106532038, + "TP": 85726, + "n_pred": 101033, + "n_ref": 99343 + }, + "11": { + "Dice": 0.617542070372259, + "FN": 2229, + "FP": 771, + "IoU": 0.4466986351899668, + "TN": 106641266, + "TP": 2422, + "n_pred": 3193, + "n_ref": 4651 + }, + "12": { + "Dice": 0.787540511343176, + "FN": 1096, + "FP": 1264, + "IoU": 0.6495396495396495, + "TN": 106639954, + "TP": 4374, + "n_pred": 5638, + "n_ref": 5470 + }, + "13": { + "Dice": 0.7685264744411421, + "FN": 13663, + "FP": 2770, + "IoU": 0.6240706426005994, + "TN": 106602975, + "TP": 27280, + "n_pred": 30050, + "n_ref": 40943 + }, + "14": { + "Dice": 0.9445105551695913, + "FN": 1599, + "FP": 6468, + "IoU": 0.8948555192054534, + "TN": 106569965, + "TP": 68656, + "n_pred": 75124, + "n_ref": 70255 + }, + "15": { + "Dice": 0.8622291308129314, + "FN": 3264, + "FP": 4181, + "IoU": 0.7578231735085551, + "TN": 106615946, + "TP": 23297, + "n_pred": 27478, + "n_ref": 26561 + }, + "2": { + "Dice": 0.8363263712668358, + "FN": 49569, + "FP": 4095, + "IoU": 0.7186949593223182, + "TN": 106455920, + "TP": 137104, + "n_pred": 141199, + "n_ref": 186673 + }, + "3": { + "Dice": 0.8351996709990832, + "FN": 4269, + "FP": 53436, + "IoU": 0.7170324820524892, + "TN": 106442760, + "TP": 146223, + "n_pred": 199659, + "n_ref": 150492 + }, + "4": { + "Dice": 0.8734945471787577, + "FN": 872, + "FP": 1796, + "IoU": 0.7754019698627831, + "TN": 106634809, + "TP": 9211, + "n_pred": 11007, + "n_ref": 10083 + }, + "5": { + "Dice": 0.7923104139639109, + "FN": 1083, + "FP": 678, + "IoU": 0.6560546875, + "TN": 106641568, + "TP": 3359, + "n_pred": 4037, + "n_ref": 4442 + }, + "6": { + "Dice": 0.9749317153872973, + "FN": 32422, + "FP": 31355, + "IoU": 0.9510895322994523, + "TN": 105342734, + "TP": 1240177, + "n_pred": 1271532, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.9509605790092779, + "FN": 17100, + "FP": 15877, + "IoU": 0.9065060473239245, + "TN": 106293970, + "TP": 319741, + "n_pred": 335618, + "n_ref": 336841 + }, + "8": { + "Dice": 0.9548336706074484, + "FN": 3794, + "FP": 2567, + "IoU": 0.9135710209516563, + "TN": 106573090, + "TP": 67237, + "n_pred": 69804, + "n_ref": 71031 + }, + "9": { + "Dice": 0.8925904938632925, + "FN": 13413, + "FP": 3836, + "IoU": 0.8060166441745389, + "TN": 106557768, + "TP": 71671, + "n_pred": 75507, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9630541550197236, + "FN": 7285, + "FP": 4029, + "IoU": 0.9287410327952486, + "TN": 107968155, + "TP": 147459, + "n_pred": 151488, + "n_ref": 154744 + }, + "10": { + "Dice": 0.8620968660968661, + "FN": 5492, + "FP": 18710, + "IoU": 0.7576188520896135, + "TN": 108027077, + "TP": 75649, + "n_pred": 94359, + "n_ref": 81141 + }, + "11": { + "Dice": 0.7389292795769994, + "FN": 801, + "FP": 779, + "IoU": 0.5859538784067087, + "TN": 108123112, + "TP": 2236, + "n_pred": 3015, + "n_ref": 3037 + }, + "12": { + "Dice": 0.7591276057356308, + "FN": 824, + "FP": 1175, + "IoU": 0.6117692755874927, + "TN": 108121779, + "TP": 3150, + "n_pred": 4325, + "n_ref": 3974 + }, + "13": { + "Dice": 0.7717415701862994, + "FN": 24129, + "FP": 7396, + "IoU": 0.628321818481926, + "TN": 108042110, + "TP": 53293, + "n_pred": 60689, + "n_ref": 77422 + }, + "14": { + "Dice": 0.8221885166622703, + "FN": 2490, + "FP": 13688, + "IoU": 0.6980646124559079, + "TN": 108073347, + "TP": 37403, + "n_pred": 51091, + "n_ref": 39893 + }, + "15": { + "Dice": 0.7846382709505326, + "FN": 4287, + "FP": 8308, + "IoU": 0.645600607782999, + "TN": 108091389, + "TP": 22944, + "n_pred": 31252, + "n_ref": 27231 + }, + "2": { + "Dice": 0.9549168689352902, + "FN": 12179, + "FP": 4649, + "IoU": 0.9137233589852702, + "TN": 107931881, + "TP": 178219, + "n_pred": 182868, + "n_ref": 190398 + }, + "3": { + "Dice": 0.9627821594381982, + "FN": 10902, + "FP": 3736, + "IoU": 0.9282352479752123, + "TN": 107922956, + "TP": 189334, + "n_pred": 193070, + "n_ref": 200236 + }, + "4": { + "Dice": 0.9458599681882296, + "FN": 1792, + "FP": 1816, + "IoU": 0.8972811387900356, + "TN": 108091803, + "TP": 31517, + "n_pred": 33333, + "n_ref": 33309 + }, + "5": { + "Dice": 0.8629219625529588, + "FN": 720, + "FP": 283, + "IoU": 0.7588942307692308, + "TN": 108122768, + "TP": 3157, + "n_pred": 3440, + "n_ref": 3877 + }, + "6": { + "Dice": 0.9752738034897133, + "FN": 44946, + "FP": 27789, + "IoU": 0.951740871669931, + "TN": 106619752, + "TP": 1434441, + "n_pred": 1462230, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.9488631583777541, + "FN": 8243, + "FP": 18503, + "IoU": 0.9027018374823109, + "TN": 107852041, + "TP": 248141, + "n_pred": 266644, + "n_ref": 256384 + }, + "8": { + "Dice": 0.9496822342720541, + "FN": 2451, + "FP": 1864, + "IoU": 0.9041856333962474, + "TN": 108081893, + "TP": 40720, + "n_pred": 42584, + "n_ref": 43171 + }, + "9": { + "Dice": 0.916500946016666, + "FN": 4821, + "FP": 5550, + "IoU": 0.8458714778266556, + "TN": 108059640, + "TP": 56917, + "n_pred": 62467, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8395296494655445, + "FN": 11473, + "FP": 31733, + "IoU": 0.7234391202488702, + "TN": 62413934, + "TP": 113020, + "n_pred": 144753, + "n_ref": 124493 + }, + "10": { + "Dice": 0.874941973818587, + "FN": 7314, + "FP": 7503, + "IoU": 0.7776860868130054, + "TN": 62503511, + "TP": 51832, + "n_pred": 59335, + "n_ref": 59146 + }, + "11": { + "Dice": 0.6709554443650226, + "FN": 644, + "FP": 737, + "IoU": 0.5048404446038006, + "TN": 62567371, + "TP": 1408, + "n_pred": 2145, + "n_ref": 2052 + }, + "12": { + "Dice": 0.675465472543012, + "FN": 1401, + "FP": 1353, + "IoU": 0.5099644128113879, + "TN": 62564540, + "TP": 2866, + "n_pred": 4219, + "n_ref": 4267 + }, + "13": { + "Dice": 0.8361956156705616, + "FN": 5605, + "FP": 8540, + "IoU": 0.7185018607335469, + "TN": 62519911, + "TP": 36104, + "n_pred": 44644, + "n_ref": 41709 + }, + "14": { + "Dice": 0.9472299032990286, + "FN": 31235, + "FP": 4776, + "IoU": 0.8997500083516141, + "TN": 62210948, + "TP": 323201, + "n_pred": 327977, + "n_ref": 354436 + }, + "15": { + "Dice": 0.6458388451141658, + "FN": 35193, + "FP": 26385, + "IoU": 0.47692908837620196, + "TN": 62452436, + "TP": 56146, + "n_pred": 82531, + "n_ref": 91339 + }, + "2": { + "Dice": 0.9355457962507949, + "FN": 10331, + "FP": 11258, + "IoU": 0.8788971784372019, + "TN": 62391890, + "TP": 156681, + "n_pred": 167939, + "n_ref": 167012 + }, + "3": { + "Dice": 0.9556985856196664, + "FN": 11073, + "FP": 6458, + "IoU": 0.9151558855129558, + "TN": 62363534, + "TP": 189095, + "n_pred": 195553, + "n_ref": 200168 + }, + "4": { + "Dice": 0.9154807929587891, + "FN": 1221, + "FP": 2889, + "IoU": 0.8441351587090902, + "TN": 62543791, + "TP": 22259, + "n_pred": 25148, + "n_ref": 23480 + }, + "5": { + "Dice": 0.5793253173012692, + "FN": 4706, + "FP": 332, + "IoU": 0.4077818267309275, + "TN": 62561653, + "TP": 3469, + "n_pred": 3801, + "n_ref": 8175 + }, + "6": { + "Dice": 0.975001231797394, + "FN": 42692, + "FP": 29861, + "IoU": 0.9512218570829255, + "TN": 61082752, + "TP": 1414855, + "n_pred": 1444716, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.8717725836273766, + "FN": 9881, + "FP": 42340, + "IoU": 0.7726922524451874, + "TN": 62340423, + "TP": 177516, + "n_pred": 219856, + "n_ref": 187397 + }, + "8": { + "Dice": 0.932765849855671, + "FN": 3719, + "FP": 5854, + "IoU": 0.8740030008686726, + "TN": 62494182, + "TP": 66405, + "n_pred": 72259, + "n_ref": 70124 + }, + "9": { + "Dice": 0.852806535028006, + "FN": 2930, + "FP": 13179, + "IoU": 0.7433851055356432, + "TN": 62507385, + "TP": 46666, + "n_pred": 59845, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.912812556152985, + "FN": 16551, + "FP": 33911, + "IoU": 0.8396091780852396, + "TN": 55066629, + "TP": 264157, + "n_pred": 298068, + "n_ref": 280708 + }, + "10": { + "Dice": 0.8742255961507298, + "FN": 6436, + "FP": 13744, + "IoU": 0.7765548702844551, + "TN": 55290935, + "TP": 70133, + "n_pred": 83877, + "n_ref": 76569 + }, + "11": { + "Dice": 0.6984343090537781, + "FN": 1249, + "FP": 1409, + "IoU": 0.5366108786610879, + "TN": 55375512, + "TP": 3078, + "n_pred": 4487, + "n_ref": 4327 + }, + "12": { + "Dice": 0.7161828652015513, + "FN": 1681, + "FP": 734, + "IoU": 0.5578542658366898, + "TN": 55375786, + "TP": 3047, + "n_pred": 3781, + "n_ref": 4728 + }, + "13": { + "Dice": 0.8098713085528564, + "FN": 8648, + "FP": 13055, + "IoU": 0.6804905338162117, + "TN": 55313322, + "TP": 46223, + "n_pred": 59278, + "n_ref": 54871 + }, + "14": { + "Dice": 0.9387163582356478, + "FN": 3855, + "FP": 8070, + "IoU": 0.8845103432246068, + "TN": 55277992, + "TP": 91331, + "n_pred": 99401, + "n_ref": 95186 + }, + "15": { + "Dice": 0.866128225287685, + "FN": 9092, + "FP": 15257, + "IoU": 0.76386787695411, + "TN": 55278132, + "TP": 78767, + "n_pred": 94024, + "n_ref": 87859 + }, + "2": { + "Dice": 0.948157507058968, + "FN": 10007, + "FP": 10263, + "IoU": 0.9014253687430397, + "TN": 55175617, + "TP": 185361, + "n_pred": 195624, + "n_ref": 195368 + }, + "3": { + "Dice": 0.9501954945804172, + "FN": 13165, + "FP": 4732, + "IoU": 0.9051166094973518, + "TN": 55192627, + "TP": 170724, + "n_pred": 175456, + "n_ref": 183889 + }, + "4": { + "Dice": 0.8913857677902621, + "FN": 983, + "FP": 583, + "IoU": 0.8040540540540541, + "TN": 55373256, + "TP": 6426, + "n_pred": 7009, + "n_ref": 7409 + }, + "5": { + "Dice": 0.6098698747851706, + "FN": 3156, + "FP": 22, + "IoU": 0.4387142352525609, + "TN": 55375586, + "TP": 2484, + "n_pred": 2506, + "n_ref": 5640 + }, + "6": { + "Dice": 0.9675533124942075, + "FN": 63355, + "FP": 32920, + "IoU": 0.9371460281708531, + "TN": 53849523, + "TP": 1435450, + "n_pred": 1468370, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.9301239394564323, + "FN": 15141, + "FP": 8916, + "IoU": 0.8693754106282816, + "TN": 55197079, + "TP": 160112, + "n_pred": 169028, + "n_ref": 175253 + }, + "8": { + "Dice": 0.9393099815643929, + "FN": 2470, + "FP": 3291, + "IoU": 0.8855650239358004, + "TN": 55330905, + "TP": 44582, + "n_pred": 47873, + "n_ref": 47052 + }, + "9": { + "Dice": 0.8901290747259666, + "FN": 4263, + "FP": 7254, + "IoU": 0.8020113460546674, + "TN": 55323078, + "TP": 46653, + "n_pred": 53907, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9764430864057014, + "FN": 9923, + "FP": 3530, + "IoU": 0.9539704860932907, + "TN": 110854346, + "TP": 278816, + "n_pred": 282346, + "n_ref": 288739 + }, + "10": { + "Dice": 0.8612655926709961, + "FN": 10261, + "FP": 12939, + "IoU": 0.756335794481846, + "TN": 111051402, + "TP": 72013, + "n_pred": 84952, + "n_ref": 82274 + }, + "11": { + "Dice": 0.7551791232688566, + "FN": 335, + "FP": 1804, + "IoU": 0.6066568591393895, + "TN": 111141177, + "TP": 3299, + "n_pred": 5103, + "n_ref": 3634 + }, + "12": { + "Dice": 0.8258417364553068, + "FN": 688, + "FP": 331, + "IoU": 0.7033478893740902, + "TN": 111143180, + "TP": 2416, + "n_pred": 2747, + "n_ref": 3104 + }, + "13": { + "Dice": 0.8388513620651381, + "FN": 9691, + "FP": 10635, + "IoU": 0.7224323696896039, + "TN": 111073386, + "TP": 52903, + "n_pred": 63538, + "n_ref": 62594 + }, + "14": { + "Dice": 0.9071897027275513, + "FN": 4114, + "FP": 3457, + "IoU": 0.8301438090323738, + "TN": 111102042, + "TP": 37002, + "n_pred": 40459, + "n_ref": 41116 + }, + "15": { + "Dice": 0.8506948263850694, + "FN": 2163, + "FP": 5981, + "IoU": 0.7401818471845589, + "TN": 111115270, + "TP": 23201, + "n_pred": 29182, + "n_ref": 25364 + }, + "2": { + "Dice": 0.9635192362319644, + "FN": 8338, + "FP": 2835, + "IoU": 0.9296064817731632, + "TN": 110987893, + "TP": 147549, + "n_pred": 150384, + "n_ref": 155887 + }, + "3": { + "Dice": 0.9668536673135766, + "FN": 12155, + "FP": 3780, + "IoU": 0.9358341957228166, + "TN": 110898274, + "TP": 232406, + "n_pred": 236186, + "n_ref": 244561 + }, + "4": { + "Dice": 0.9149805793201493, + "FN": 817, + "FP": 2532, + "IoU": 0.8432849789424427, + "TN": 111125245, + "TP": 18021, + "n_pred": 20553, + "n_ref": 18838 + }, + "5": { + "Dice": 0.8359726295210166, + "FN": 491, + "FP": 1187, + "IoU": 0.7181726570372858, + "TN": 111140661, + "TP": 4276, + "n_pred": 5463, + "n_ref": 4767 + }, + "6": { + "Dice": 0.9795234562160616, + "FN": 17975, + "FP": 48344, + "IoU": 0.959868663501052, + "TN": 109494066, + "TP": 1586230, + "n_pred": 1634574, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.6092746857209042, + "FN": 207736, + "FP": 11541, + "IoU": 0.4380985083576559, + "TN": 110756374, + "TP": 170964, + "n_pred": 182505, + "n_ref": 378700 + }, + "8": { + "Dice": 0.9367607257417803, + "FN": 5788, + "FP": 4306, + "IoU": 0.8810441341111308, + "TN": 111061760, + "TP": 74761, + "n_pred": 79067, + "n_ref": 80549 + }, + "9": { + "Dice": 0.9077664199271531, + "FN": 5635, + "FP": 4570, + "IoU": 0.8311101549053356, + "TN": 111086191, + "TP": 50219, + "n_pred": 54789, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9739783252410246, + "FN": 6809, + "FP": 3631, + "IoU": 0.9492765593571144, + "TN": 96915203, + "TP": 195382, + "n_pred": 199013, + "n_ref": 202191 + }, + "10": { + "Dice": 0.8767419924807036, + "FN": 8406, + "FP": 10150, + "IoU": 0.7805348251351255, + "TN": 97036474, + "TP": 65995, + "n_pred": 76145, + "n_ref": 74401 + }, + "11": { + "Dice": 0.7682291666666666, + "FN": 962, + "FP": 818, + "IoU": 0.6236786469344608, + "TN": 97116295, + "TP": 2950, + "n_pred": 3768, + "n_ref": 3912 + }, + "12": { + "Dice": 0.7149646213961347, + "FN": 1898, + "FP": 801, + "IoU": 0.5563773833004603, + "TN": 97114941, + "TP": 3385, + "n_pred": 4186, + "n_ref": 5283 + }, + "13": { + "Dice": 0.8676095660013378, + "FN": 6621, + "FP": 7036, + "IoU": 0.766175287208725, + "TN": 97062618, + "TP": 44750, + "n_pred": 51786, + "n_ref": 51371 + }, + "14": { + "Dice": 0.9438762464842751, + "FN": 7796, + "FP": 7130, + "IoU": 0.8937174676189323, + "TN": 96980588, + "TP": 125511, + "n_pred": 132641, + "n_ref": 133307 + }, + "15": { + "Dice": 0.9374828229644309, + "FN": 3688, + "FP": 4956, + "IoU": 0.882322510380505, + "TN": 97047570, + "TP": 64811, + "n_pred": 69767, + "n_ref": 68499 + }, + "2": { + "Dice": 0.9528972270997089, + "FN": 5674, + "FP": 10314, + "IoU": 0.9100321876336462, + "TN": 96943317, + "TP": 161720, + "n_pred": 172034, + "n_ref": 167394 + }, + "3": { + "Dice": 0.9465719516926406, + "FN": 11238, + "FP": 12311, + "IoU": 0.8985634597574896, + "TN": 96888870, + "TP": 208606, + "n_pred": 220917, + "n_ref": 219844 + }, + "4": { + "Dice": 0.9096147327985539, + "FN": 1131, + "FP": 2069, + "IoU": 0.834214071080717, + "TN": 97101723, + "TP": 16102, + "n_pred": 18171, + "n_ref": 17233 + }, + "5": { + "Dice": 0.6691597206578058, + "FN": 5032, + "FP": 2311, + "IoU": 0.5028099397386417, + "TN": 97106256, + "TP": 7426, + "n_pred": 9737, + "n_ref": 12458 + }, + "6": { + "Dice": 0.9823948349203042, + "FN": 26820, + "FP": 29123, + "IoU": 0.9653988291651076, + "TN": 95504230, + "TP": 1560852, + "n_pred": 1589975, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.9432770811931388, + "FN": 20540, + "FP": 16289, + "IoU": 0.8926437237286258, + "TN": 96777971, + "TP": 306225, + "n_pred": 322514, + "n_ref": 326765 + }, + "8": { + "Dice": 0.9466673492372274, + "FN": 7647, + "FP": 2771, + "IoU": 0.8987354076147708, + "TN": 97018146, + "TP": 92461, + "n_pred": 95232, + "n_ref": 100108 + }, + "9": { + "Dice": 0.940140545144804, + "FN": 7147, + "FP": 4097, + "IoU": 0.8870426553615559, + "TN": 97021483, + "TP": 88298, + "n_pred": 92395, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9732862980756906, + "FN": 7315, + "FP": 3105, + "IoU": 0.9479627049405467, + "TN": 78856164, + "TP": 189821, + "n_pred": 192926, + "n_ref": 197136 + }, + "10": { + "Dice": 0.8551206737914927, + "FN": 8438, + "FP": 20220, + "IoU": 0.7469090009891197, + "TN": 78943173, + "TP": 84574, + "n_pred": 104794, + "n_ref": 93012 + }, + "11": { + "Dice": 0.7007003891050584, + "FN": 758, + "FP": 1165, + "IoU": 0.5392908481073311, + "TN": 79052231, + "TP": 2251, + "n_pred": 3416, + "n_ref": 3009 + }, + "12": { + "Dice": 0.5847605732261447, + "FN": 1331, + "FP": 1045, + "IoU": 0.41318844159051615, + "TN": 79052356, + "TP": 1673, + "n_pred": 2718, + "n_ref": 3004 + }, + "13": { + "Dice": 0.7369196640785929, + "FN": 18968, + "FP": 14238, + "IoU": 0.5834305571236812, + "TN": 78976692, + "TP": 46507, + "n_pred": 60745, + "n_ref": 65475 + }, + "14": { + "Dice": 0.6550352723337115, + "FN": 12761, + "FP": 13694, + "IoU": 0.4870278445668192, + "TN": 79004833, + "TP": 25117, + "n_pred": 38811, + "n_ref": 37878 + }, + "15": { + "Dice": 0.67704234033474, + "FN": 9973, + "FP": 17273, + "IoU": 0.5117641788370217, + "TN": 79000600, + "TP": 28559, + "n_pred": 45832, + "n_ref": 38532 + }, + "2": { + "Dice": 0.9420090850994006, + "FN": 3668, + "FP": 9762, + "IoU": 0.8903754009909476, + "TN": 78933896, + "TP": 109079, + "n_pred": 118841, + "n_ref": 112747 + }, + "3": { + "Dice": 0.9493084857008908, + "FN": 7987, + "FP": 4123, + "IoU": 0.9035082826705337, + "TN": 78930902, + "TP": 113393, + "n_pred": 117516, + "n_ref": 121380 + }, + "4": { + "Dice": 0.8649071123669813, + "FN": 1289, + "FP": 958, + "IoU": 0.7619703389830509, + "TN": 79046965, + "TP": 7193, + "n_pred": 8151, + "n_ref": 8482 + }, + "5": { + "Dice": 0.8521111818374708, + "FN": 942, + "FP": 452, + "IoU": 0.7423290203327172, + "TN": 79050995, + "TP": 4016, + "n_pred": 4468, + "n_ref": 4958 + }, + "6": { + "Dice": 0.9795421164734491, + "FN": 26827, + "FP": 27133, + "IoU": 0.9599045019754241, + "TN": 77710618, + "TP": 1291827, + "n_pred": 1318960, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.9365712708725257, + "FN": 48056, + "FP": 9633, + "IoU": 0.8807090171815906, + "TN": 78572806, + "TP": 425910, + "n_pred": 435543, + "n_ref": 473966 + }, + "8": { + "Dice": 0.9380989787902593, + "FN": 1672, + "FP": 2268, + "IoU": 0.8834147063175026, + "TN": 79022610, + "TP": 29855, + "n_pred": 32123, + "n_ref": 31527 + }, + "9": { + "Dice": 0.9243124296863392, + "FN": 5974, + "FP": 4723, + "IoU": 0.8592759228563159, + "TN": 78980391, + "TP": 65317, + "n_pred": 70040, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9670340049026132, + "FN": 8163, + "FP": 7195, + "IoU": 0.9361721581274728, + "TN": 122471324, + "TP": 225258, + "n_pred": 232453, + "n_ref": 233421 + }, + "10": { + "Dice": 0.8375278480956144, + "FN": 16600, + "FP": 19791, + "IoU": 0.7204713220214, + "TN": 122581753, + "TP": 93796, + "n_pred": 113587, + "n_ref": 110396 + }, + "11": { + "Dice": 0.6147832267235253, + "FN": 1587, + "FP": 1665, + "IoU": 0.443817342226783, + "TN": 122706093, + "TP": 2595, + "n_pred": 4260, + "n_ref": 4182 + }, + "12": { + "Dice": 0.48949789957991596, + "FN": 3843, + "FP": 1261, + "IoU": 0.32406303800821085, + "TN": 122704389, + "TP": 2447, + "n_pred": 3708, + "n_ref": 6290 + }, + "13": { + "Dice": 0.48470290500037533, + "FN": 31200, + "FP": 16853, + "IoU": 0.3198731830212447, + "TN": 122641287, + "TP": 22600, + "n_pred": 39453, + "n_ref": 53800 + }, + "14": { + "Dice": 0.9050166201811026, + "FN": 12947, + "FP": 6941, + "IoU": 0.8265117415122649, + "TN": 122597304, + "TP": 94748, + "n_pred": 101689, + "n_ref": 107695 + }, + "15": { + "Dice": 0.9318767452113849, + "FN": 3533, + "FP": 3420, + "IoU": 0.8724430827936671, + "TN": 122657431, + "TP": 47556, + "n_pred": 50976, + "n_ref": 51089 + }, + "2": { + "Dice": 0.7116936501309795, + "FN": 59376, + "FP": 3467, + "IoU": 0.5524257877044043, + "TN": 122571532, + "TP": 77565, + "n_pred": 81032, + "n_ref": 136941 + }, + "3": { + "Dice": 0.811656926056558, + "FN": 2974, + "FP": 63348, + "IoU": 0.6830156575601736, + "TN": 122502712, + "TP": 142906, + "n_pred": 206254, + "n_ref": 145880 + }, + "4": { + "Dice": 0.8345546421733059, + "FN": 7506, + "FP": 15478, + "IoU": 0.7160821711363383, + "TN": 122630987, + "TP": 57969, + "n_pred": 73447, + "n_ref": 65475 + }, + "5": { + "Dice": 0.5579267058108929, + "FN": 10320, + "FP": 597, + "IoU": 0.3868920588565652, + "TN": 122694134, + "TP": 6889, + "n_pred": 7486, + "n_ref": 17209 + }, + "6": { + "Dice": 0.9800366431800773, + "FN": 37891, + "FP": 30264, + "IoU": 0.9608547568176075, + "TN": 120970860, + "TP": 1672925, + "n_pred": 1703189, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.7846061646393999, + "FN": 93600, + "FP": 165894, + "IoU": 0.6455571369642599, + "TN": 121979822, + "TP": 472624, + "n_pred": 638518, + "n_ref": 566224 + }, + "8": { + "Dice": 0.9170804934617738, + "FN": 7547, + "FP": 15763, + "IoU": 0.8468593352735969, + "TN": 122559727, + "TP": 128903, + "n_pred": 144666, + "n_ref": 136450 + }, + "9": { + "Dice": 0.9031698077660627, + "FN": 7631, + "FP": 6760, + "IoU": 0.8234363114371948, + "TN": 122630434, + "TP": 67115, + "n_pred": 73875, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/loop_007/summary_cross_val.json b/nnActive_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/loop_007/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..ad1ea4451494a6b110a0e6a1347b56eea042fba4 --- /dev/null +++ b/nnActive_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/loop_007/summary_cross_val.json @@ -0,0 +1,24396 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": 0.5962446432691096, + "FN": 4786.908888888889, + "FP": 4176.32, + "IoU": 0.5081326545810099, + "TN": 2384293.364444444, + "TP": 19103.940000000002, + "n_pred": 23280.260000000002, + "n_ref": 23890.848888888893 + }, + "mean": { + "1": { + "Dice": 0.6051002745042208, + "FN": 6583.733333333334, + "FP": 2209.3333333333335, + "IoU": 0.5345075797528477, + "TN": 2386659.6, + "TP": 16907.866666666665, + "n_pred": 19117.2, + "n_ref": 23491.6 + }, + "10": { + "Dice": 0.5585023957291083, + "FN": 2607.1666666666665, + "FP": 2414.733333333333, + "IoU": 0.456424078199364, + "TN": 2400078.9, + "TP": 7259.733333333334, + "n_pred": 9674.466666666667, + "n_ref": 9866.9 + }, + "11": { + "Dice": 0.6404541781847205, + "FN": 205.46666666666667, + "FP": 300.8666666666667, + "IoU": 0.4833233302460178, + "TN": 2411382.8333333335, + "TP": 471.3666666666667, + "n_pred": 772.2333333333333, + "n_ref": 676.8333333333334 + }, + "12": { + "Dice": 0.28944271972239244, + "FN": 257.8333333333333, + "FP": 143.03333333333333, + "IoU": 0.2248585949965939, + "TN": 2411618.966666667, + "TP": 340.7, + "n_pred": 483.73333333333335, + "n_ref": 598.5333333333333 + }, + "13": { + "Dice": 0.5273093125355763, + "FN": 3783.0666666666666, + "FP": 1524.3666666666666, + "IoU": 0.41846269312971224, + "TN": 2401739.0, + "TP": 5314.1, + "n_pred": 6838.466666666666, + "n_ref": 9097.166666666666 + }, + "14": { + "Dice": 0.6601633592930588, + "FN": 11147.866666666667, + "FP": 2322.5, + "IoU": 0.576666386390901, + "TN": 2383982.0, + "TP": 14908.166666666666, + "n_pred": 17230.666666666668, + "n_ref": 26056.033333333333 + }, + "15": { + "Dice": 0.5856087566783913, + "FN": 1193.0666666666666, + "FP": 3182.7, + "IoU": 0.4678366583660781, + "TN": 2403139.6333333333, + "TP": 4845.133333333333, + "n_pred": 8027.833333333333, + "n_ref": 6038.2 + }, + "2": { + "Dice": 0.728846872004862, + "FN": 2293.7, + "FP": 1661.5333333333333, + "IoU": 0.6504302655439147, + "TN": 2388358.5, + "TP": 20046.8, + "n_pred": 21708.333333333332, + "n_ref": 22340.5 + }, + "3": { + "Dice": 0.6949815268505067, + "FN": 6468.533333333334, + "FP": 2655.0, + "IoU": 0.6405993379637288, + "TN": 2385935.2, + "TP": 17301.8, + "n_pred": 19956.8, + "n_ref": 23770.333333333332 + }, + "4": { + "Dice": 0.3847386941382568, + "FN": 5107.266666666666, + "FP": 846.6, + "IoU": 0.32347124597256544, + "TN": 2403047.1333333333, + "TP": 3359.5333333333333, + "n_pred": 4206.133333333333, + "n_ref": 8466.8 + }, + "5": { + "Dice": 0.3615452067677715, + "FN": 1004.1, + "FP": 474.7, + "IoU": 0.2798557620445277, + "TN": 2409653.066666667, + "TP": 1228.6666666666667, + "n_pred": 1703.3666666666666, + "n_ref": 2232.766666666667 + }, + "6": { + "Dice": 0.8545765628783014, + "FN": 15181.133333333333, + "FP": 21843.966666666667, + "IoU": 0.7880705010990332, + "TN": 2253851.8666666667, + "TP": 121483.56666666667, + "n_pred": 143327.53333333333, + "n_ref": 136664.7 + }, + "7": { + "Dice": 0.6338375029359286, + "FN": 12860.266666666666, + "FP": 20205.5, + "IoU": 0.5411511344202402, + "TN": 2327806.9, + "TP": 51487.86666666667, + "n_pred": 71693.36666666667, + "n_ref": 64348.13333333333 + }, + "8": { + "Dice": 0.6988981494920429, + "FN": 1756.8333333333333, + "FP": 1484.7666666666667, + "IoU": 0.6308611613743541, + "TN": 2395667.1666666665, + "TP": 13451.766666666666, + "n_pred": 14936.533333333333, + "n_ref": 15208.6 + }, + "9": { + "Dice": 0.7196641373215079, + "FN": 1353.6, + "FP": 1375.2, + "IoU": 0.6054710892152703, + "TN": 2401479.7, + "TP": 8152.033333333334, + "n_pred": 9527.233333333334, + "n_ref": 9505.633333333333 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.6441888139627132, + "FN": 594, + "FP": 303, + "IoU": 0.4751316559391457, + "TN": 2802003, + "TP": 812, + "n_pred": 1115, + "n_ref": 1406 + }, + "10": { + "Dice": 0.10460772104607721, + "FN": 6514, + "FP": 7147, + "IoU": 0.05519053876478318, + "TN": 2789253, + "TP": 798, + "n_pred": 7945, + "n_ref": 7312 + }, + "11": { + "Dice": 0.3317914213624895, + "FN": 1298, + "FP": 1880, + "IoU": 0.19889084950844466, + "TN": 2799745, + "TP": 789, + "n_pred": 2669, + "n_ref": 2087 + }, + "12": { + "Dice": 0.0, + "FN": 113, + "FP": 390, + "IoU": 0.0, + "TN": 2803209, + "TP": 0, + "n_pred": 390, + "n_ref": 113 + }, + "13": { + "Dice": 0.0, + "FN": 2018, + "FP": 6, + "IoU": 0.0, + "TN": 2801688, + "TP": 0, + "n_pred": 6, + "n_ref": 2018 + }, + "14": { + "Dice": 0.19528619528619529, + "FN": 224, + "FP": 254, + "IoU": 0.10820895522388059, + "TN": 2803176, + "TP": 58, + "n_pred": 312, + "n_ref": 282 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.07849829351535836, + "FN": 54, + "FP": 486, + "IoU": 0.04085257548845471, + "TN": 2803149, + "TP": 23, + "n_pred": 509, + "n_ref": 77 + }, + "3": { + "Dice": 0.05988303254278641, + "FN": 157085, + "FP": 127, + "IoU": 0.0308656815786067, + "TN": 2641493, + "TP": 5007, + "n_pred": 5134, + "n_ref": 162092 + }, + "4": { + "Dice": 0.7346546289865912, + "FN": 4544, + "FP": 423, + "IoU": 0.5805961327366377, + "TN": 2791869, + "TP": 6876, + "n_pred": 7299, + "n_ref": 11420 + }, + "5": { + "Dice": 0.0, + "FN": 20, + "FP": 0, + "IoU": 0.0, + "TN": 2803692, + "TP": 0, + "n_pred": 0, + "n_ref": 20 + }, + "6": { + "Dice": 0.8050161199993946, + "FN": 4662, + "FP": 72630, + "IoU": 0.6736627443032844, + "TN": 2566865, + "TP": 159555, + "n_pred": 232185, + "n_ref": 164217 + }, + "7": { + "Dice": 0.44993461464319395, + "FN": 46351, + "FP": 59228, + "IoU": 0.2902681518429137, + "TN": 2654953, + "TP": 43180, + "n_pred": 102408, + "n_ref": 89531 + }, + "8": { + "Dice": 0.9218841183826595, + "FN": 847, + "FP": 3838, + "IoU": 0.8550881534178781, + "TN": 2771382, + "TP": 27645, + "n_pred": 31483, + "n_ref": 28492 + }, + "9": { + "Dice": 0.7459839822230452, + "FN": 2380, + "FP": 3107, + "IoU": 0.5948759598346132, + "TN": 2790168, + "TP": 8057, + "n_pred": 11164, + "n_ref": 10437 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0005.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0005.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6898395721925134, + "FN": 231, + "FP": 1, + "IoU": 0.5265306122448979, + "TN": 3328918, + "TP": 258, + "n_pred": 259, + "n_ref": 489 + }, + "10": { + "Dice": 0.46923076923076923, + "FN": 132, + "FP": 6, + "IoU": 0.3065326633165829, + "TN": 3329209, + "TP": 61, + "n_pred": 67, + "n_ref": 193 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9174595807225188, + "FN": 721, + "FP": 346, + "IoU": 0.8475060740317278, + "TN": 3322411, + "TP": 5930, + "n_pred": 6276, + "n_ref": 6651 + }, + "14": { + "Dice": 0.7835255354200988, + "FN": 239, + "FP": 418, + "IoU": 0.6440953412784398, + "TN": 3327562, + "TP": 1189, + "n_pred": 1607, + "n_ref": 1428 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9310079763604237, + "FN": 976, + "FP": 5935, + "IoU": 0.8709213499934629, + "TN": 3275867, + "TP": 46630, + "n_pred": 52565, + "n_ref": 47606 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 219, + "IoU": 0.0, + "TN": 3329189, + "TP": 0, + "n_pred": 219, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 273, + "FP": 0, + "IoU": 0.0, + "TN": 3329135, + "TP": 0, + "n_pred": 0, + "n_ref": 273 + }, + "6": { + "Dice": 0.9567174277206731, + "FN": 6776, + "FP": 5187, + "IoU": 0.9170261759769174, + "TN": 3185230, + "TP": 132215, + "n_pred": 137402, + "n_ref": 138991 + }, + "7": { + "Dice": 0.9671562236692871, + "FN": 13981, + "FP": 5392, + "IoU": 0.9364012698079203, + "TN": 3024795, + "TP": 285240, + "n_pred": 290632, + "n_ref": 299221 + }, + "8": { + "Dice": 0.05187637969094923, + "FN": 3396, + "FP": 40, + "IoU": 0.026628895184135977, + "TN": 3325878, + "TP": 94, + "n_pred": 134, + "n_ref": 3490 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0015.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0015.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 594, + "IoU": 0.0, + "TN": 2978350, + "TP": 0, + "n_pred": 594, + "n_ref": 0 + }, + "10": { + "Dice": 0.7398678414096916, + "FN": 3714, + "FP": 1010, + "IoU": 0.5871351162384199, + "TN": 2967502, + "TP": 6718, + "n_pred": 7728, + "n_ref": 10432 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7802670287395338, + "FN": 630, + "FP": 341, + "IoU": 0.6397031539888682, + "TN": 2976249, + "TP": 1724, + "n_pred": 2065, + "n_ref": 2354 + }, + "13": { + "Dice": 0.73720766837298, + "FN": 7506, + "FP": 5585, + "IoU": 0.5837916891870409, + "TN": 2947491, + "TP": 18362, + "n_pred": 23947, + "n_ref": 25868 + }, + "14": { + "Dice": 0.9160079715174992, + "FN": 1117, + "FP": 2634, + "IoU": 0.8450320181780624, + "TN": 2954739, + "TP": 20454, + "n_pred": 23088, + "n_ref": 21571 + }, + "15": { + "Dice": 0.2447305135096902, + "FN": 5173, + "FP": 166, + "IoU": 0.13942617666021923, + "TN": 2972740, + "TP": 865, + "n_pred": 1031, + "n_ref": 6038 + }, + "2": { + "Dice": 0.9554494828957836, + "FN": 1193, + "FP": 3623, + "IoU": 0.9146991622239147, + "TN": 2922485, + "TP": 51643, + "n_pred": 55266, + "n_ref": 52836 + }, + "3": { + "Dice": 0.8953660480473642, + "FN": 324, + "FP": 595, + "IoU": 0.8105545248402392, + "TN": 2974093, + "TP": 3932, + "n_pred": 4527, + "n_ref": 4256 + }, + "4": { + "Dice": 0.8087398982340617, + "FN": 587, + "FP": 52, + "IoU": 0.678894472361809, + "TN": 2976954, + "TP": 1351, + "n_pred": 1403, + "n_ref": 1938 + }, + "5": { + "Dice": 0.018691588785046728, + "FN": 41, + "FP": 1744, + "IoU": 0.009433962264150943, + "TN": 2977142, + "TP": 17, + "n_pred": 1761, + "n_ref": 58 + }, + "6": { + "Dice": 0.9711384741513867, + "FN": 6569, + "FP": 2584, + "IoU": 0.9438961898690728, + "TN": 2815800, + "TP": 153991, + "n_pred": 156575, + "n_ref": 160560 + }, + "7": { + "Dice": 0.8958778744110903, + "FN": 9836, + "FP": 927, + "IoU": 0.8113938246942137, + "TN": 2921878, + "TP": 46303, + "n_pred": 47230, + "n_ref": 56139 + }, + "8": { + "Dice": 0.8508659477666339, + "FN": 2508, + "FP": 3425, + "IoU": 0.7404409834631202, + "TN": 2956086, + "TP": 16925, + "n_pred": 20350, + "n_ref": 19433 + }, + "9": { + "Dice": 0.6367713004484304, + "FN": 8, + "FP": 73, + "IoU": 0.46710526315789475, + "TN": 2978792, + "TP": 71, + "n_pred": 144, + "n_ref": 79 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0027.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0027.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9704927904720484, + "FN": 1134, + "FP": 2394, + "IoU": 0.9426770220647971, + "TN": 2566934, + "TP": 58018, + "n_pred": 60412, + "n_ref": 59152 + }, + "10": { + "Dice": 0.8368929334200018, + "FN": 2839, + "FP": 4187, + "IoU": 0.7195321544050137, + "TN": 2603429, + "TP": 18025, + "n_pred": 22212, + "n_ref": 20864 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1168, + "IoU": 0.0, + "TN": 2627312, + "TP": 0, + "n_pred": 1168, + "n_ref": 0 + }, + "14": { + "Dice": 0.43313135168662625, + "FN": 11527, + "FP": 354, + "IoU": 0.2764311814859927, + "TN": 2612060, + "TP": 4539, + "n_pred": 4893, + "n_ref": 16066 + }, + "15": { + "Dice": 0.6832762379321083, + "FN": 3029, + "FP": 22, + "IoU": 0.5189214758751183, + "TN": 2622138, + "TP": 3291, + "n_pred": 3313, + "n_ref": 6320 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9658047195139183, + "FN": 247, + "FP": 237, + "IoU": 0.9338707473698593, + "TN": 2621161, + "TP": 6835, + "n_pred": 7072, + "n_ref": 7082 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.606489945155393, + "FN": 1240, + "FP": 482, + "IoU": 0.43522466382420466, + "TN": 2625431, + "TP": 1327, + "n_pred": 1809, + "n_ref": 2567 + }, + "6": { + "Dice": 0.8309915626525347, + "FN": 56669, + "FP": 1501, + "IoU": 0.7108516381097243, + "TN": 2427303, + "TP": 143007, + "n_pred": 144508, + "n_ref": 199676 + }, + "7": { + "Dice": 0.6279786496185278, + "FN": 5484, + "FP": 56199, + "IoU": 0.4577032634688423, + "TN": 2514736, + "TP": 52061, + "n_pred": 108260, + "n_ref": 57545 + }, + "8": { + "Dice": 0.9384666953981707, + "FN": 1199, + "FP": 1371, + "IoU": 0.8840671237820281, + "TN": 2606312, + "TP": 19598, + "n_pred": 20969, + "n_ref": 20797 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 2628478, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0030.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0030.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6450567260940032, + "FN": 219, + "FP": 0, + "IoU": 0.47607655502392343, + "TN": 2102366, + "TP": 199, + "n_pred": 199, + "n_ref": 418 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9499048185227582, + "FN": 1483, + "FP": 6438, + "IoU": 0.90458925560106, + "TN": 2019764, + "TP": 75099, + "n_pred": 81537, + "n_ref": 76582 + }, + "15": { + "Dice": 0.8696319244670649, + "FN": 2437, + "FP": 6400, + "IoU": 0.7693351778862467, + "TN": 2064473, + "TP": 29474, + "n_pred": 35874, + "n_ref": 31911 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9766874722875951, + "FN": 2374, + "FP": 360, + "IoU": 0.9544371302391468, + "TN": 2042779, + "TP": 57271, + "n_pred": 57631, + "n_ref": 59645 + }, + "7": { + "Dice": 0.912446221592347, + "FN": 3805, + "FP": 4844, + "IoU": 0.8389895191466389, + "TN": 2049067, + "TP": 45068, + "n_pred": 49912, + "n_ref": 48873 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0038.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0038.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 3038, + "FP": 2013, + "IoU": 0.0, + "TN": 1747269, + "TP": 0, + "n_pred": 2013, + "n_ref": 3038 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 147, + "FP": 0, + "IoU": 0.0, + "TN": 1752173, + "TP": 0, + "n_pred": 0, + "n_ref": 147 + }, + "13": { + "Dice": 0.6109033654792364, + "FN": 655, + "FP": 1322, + "IoU": 0.4397846415415132, + "TN": 1748791, + "TP": 1552, + "n_pred": 2874, + "n_ref": 2207 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9096418732782369, + "FN": 241, + "FP": 415, + "IoU": 0.8342597271349166, + "TN": 1748362, + "TP": 3302, + "n_pred": 3717, + "n_ref": 3543 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9227474279549763, + "FN": 3381, + "FP": 6358, + "IoU": 0.8565748199637718, + "TN": 1684417, + "TP": 58164, + "n_pred": 64522, + "n_ref": 61545 + }, + "7": { + "Dice": 0.8629120508477117, + "FN": 5073, + "FP": 4072, + "IoU": 0.7588788989374324, + "TN": 1714393, + "TP": 28782, + "n_pred": 32854, + "n_ref": 33855 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0054.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0054.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9105747126436782, + "FN": 403, + "FP": 375, + "IoU": 0.8358303439544208, + "TN": 1397117, + "TP": 3961, + "n_pred": 4336, + "n_ref": 4364 + }, + "11": { + "Dice": 0.6926428482509648, + "FN": 266, + "FP": 2203, + "IoU": 0.5298038468863073, + "TN": 1396605, + "TP": 2782, + "n_pred": 4985, + "n_ref": 3048 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.827892400104466, + "FN": 457, + "FP": 202, + "IoU": 0.7063279857397504, + "TN": 1399612, + "TP": 1585, + "n_pred": 1787, + "n_ref": 2042 + }, + "14": { + "Dice": 0.8356671740233385, + "FN": 3215, + "FP": 3263, + "IoU": 0.7177219050939039, + "TN": 1378907, + "TP": 16471, + "n_pred": 19734, + "n_ref": 19686 + }, + "15": { + "Dice": 0.8959374715986549, + "FN": 2472, + "FP": 4398, + "IoU": 0.8114916035561409, + "TN": 1365412, + "TP": 29574, + "n_pred": 33972, + "n_ref": 32046 + }, + "2": { + "Dice": 0.9174072138003136, + "FN": 211, + "FP": 105, + "IoU": 0.8474167069048769, + "TN": 1399785, + "TP": 1755, + "n_pred": 1860, + "n_ref": 1966 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 15, + "FP": 0, + "IoU": 0.0, + "TN": 1401841, + "TP": 0, + "n_pred": 0, + "n_ref": 15 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9747310260926867, + "FN": 5324, + "FP": 2652, + "IoU": 0.9507076200482046, + "TN": 1240046, + "TP": 153834, + "n_pred": 156486, + "n_ref": 159158 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 206, + "IoU": 0.0, + "TN": 1401650, + "TP": 0, + "n_pred": 206, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7947089947089947, + "FN": 87, + "FP": 689, + "IoU": 0.659350307287094, + "TN": 1399578, + "TP": 1502, + "n_pred": 2191, + "n_ref": 1589 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0059.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0059.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 137, + "IoU": 0.0, + "TN": 1752183, + "TP": 0, + "n_pred": 137, + "n_ref": 0 + }, + "10": { + "Dice": 0.7584355828220859, + "FN": 92, + "FP": 538, + "IoU": 0.6108709079678815, + "TN": 1750701, + "TP": 989, + "n_pred": 1527, + "n_ref": 1081 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 20, + "IoU": 0.0, + "TN": 1752300, + "TP": 0, + "n_pred": 20, + "n_ref": 0 + }, + "13": { + "Dice": 0.5842618652889694, + "FN": 3204, + "FP": 7579, + "IoU": 0.41269063180827886, + "TN": 1733960, + "TP": 7577, + "n_pred": 15156, + "n_ref": 10781 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.5709624796084829, + "FN": 7, + "FP": 256, + "IoU": 0.3995433789954338, + "TN": 1751882, + "TP": 175, + "n_pred": 431, + "n_ref": 182 + }, + "3": { + "Dice": 0.8860893039997517, + "FN": 2329, + "FP": 1342, + "IoU": 0.7954760710903115, + "TN": 1734371, + "TP": 14278, + "n_pred": 15620, + "n_ref": 16607 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 108, + "IoU": 0.0, + "TN": 1752212, + "TP": 0, + "n_pred": 108, + "n_ref": 0 + }, + "5": { + "Dice": 0.5529271838245011, + "FN": 3181, + "FP": 3585, + "IoU": 0.38210045662100456, + "TN": 1741370, + "TP": 4184, + "n_pred": 7769, + "n_ref": 7365 + }, + "6": { + "Dice": 0.9083841831282105, + "FN": 6206, + "FP": 4424, + "IoU": 0.8321464100175275, + "TN": 1688991, + "TP": 52699, + "n_pred": 57123, + "n_ref": 58905 + }, + "7": { + "Dice": 0.9270332398824019, + "FN": 3017, + "FP": 7680, + "IoU": 0.8639906419662042, + "TN": 1673671, + "TP": 67952, + "n_pred": 75632, + "n_ref": 70969 + }, + "8": { + "Dice": 0.8950266047427183, + "FN": 2061, + "FP": 1352, + "IoU": 0.8099983299003507, + "TN": 1734357, + "TP": 14550, + "n_pred": 15902, + "n_ref": 16611 + }, + "9": { + "Dice": 0.8487339254938353, + "FN": 2219, + "FP": 3486, + "IoU": 0.7372178719484108, + "TN": 1730610, + "TP": 16005, + "n_pred": 19491, + "n_ref": 18224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0072.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0072.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.26099401901260977, + "FN": 146783, + "FP": 376, + "IoU": 0.15008230096162176, + "TN": 3156263, + "TP": 25986, + "n_pred": 26362, + "n_ref": 172769 + }, + "10": { + "Dice": 0.10526315789473684, + "FN": 270, + "FP": 2, + "IoU": 0.05555555555555555, + "TN": 3329120, + "TP": 16, + "n_pred": 18, + "n_ref": 286 + }, + "11": { + "Dice": 0.6465816917728853, + "FN": 1444, + "FP": 1606, + "IoU": 0.4777397260273973, + "TN": 3323568, + "TP": 2790, + "n_pred": 4396, + "n_ref": 4234 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 211, + "IoU": 0.0, + "TN": 3329197, + "TP": 0, + "n_pred": 211, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8290475060682934, + "FN": 8653, + "FP": 714, + "IoU": 0.7080112219451371, + "TN": 3297328, + "TP": 22713, + "n_pred": 23427, + "n_ref": 31366 + }, + "15": { + "Dice": 0.4448404400400036, + "FN": 3232, + "FP": 27299, + "IoU": 0.28604167153847954, + "TN": 3286645, + "TP": 12232, + "n_pred": 39531, + "n_ref": 15464 + }, + "2": { + "Dice": 0.8749015909144056, + "FN": 4621, + "FP": 11428, + "IoU": 0.7776222807260634, + "TN": 3257238, + "TP": 56121, + "n_pred": 67549, + "n_ref": 60742 + }, + "3": { + "Dice": 0.47796964296687766, + "FN": 7962, + "FP": 533, + "IoU": 0.3140342377260982, + "TN": 3317024, + "TP": 3889, + "n_pred": 4422, + "n_ref": 11851 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7680852738133562, + "FN": 7484, + "FP": 154607, + "IoU": 0.6234889943973166, + "TN": 2898900, + "TP": 268417, + "n_pred": 423024, + "n_ref": 275901 + }, + "7": { + "Dice": 0.8241930429332498, + "FN": 471, + "FP": 1773, + "IoU": 0.7009594882729211, + "TN": 3321904, + "TP": 5260, + "n_pred": 7033, + "n_ref": 5731 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.5789473684210527, + "FN": 100, + "FP": 12, + "IoU": 0.4074074074074074, + "TN": 3329219, + "TP": 77, + "n_pred": 89, + "n_ref": 177 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0077.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0077.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6666666666666666, + "FN": 0, + "FP": 20, + "IoU": 0.5, + "TN": 2453208, + "TP": 20, + "n_pred": 40, + "n_ref": 20 + }, + "10": { + "Dice": 0.7745309135650569, + "FN": 119, + "FP": 614, + "IoU": 0.6320281124497992, + "TN": 2451256, + "TP": 1259, + "n_pred": 1873, + "n_ref": 1378 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7776, + "FN": 358, + "FP": 59, + "IoU": 0.6361256544502618, + "TN": 2452102, + "TP": 729, + "n_pred": 788, + "n_ref": 1087 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8123908076871388, + "FN": 4690, + "FP": 894, + "IoU": 0.684055675002829, + "TN": 2435574, + "TP": 12090, + "n_pred": 12984, + "n_ref": 16780 + }, + "15": { + "Dice": 0.7322611163670766, + "FN": 468, + "FP": 1513, + "IoU": 0.5776119402985075, + "TN": 2448558, + "TP": 2709, + "n_pred": 4222, + "n_ref": 3177 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 241, + "IoU": 0.0, + "TN": 2453007, + "TP": 0, + "n_pred": 241, + "n_ref": 0 + }, + "3": { + "Dice": 0.9524106822332173, + "FN": 1347, + "FP": 4751, + "IoU": 0.9091450877558926, + "TN": 2386130, + "TP": 61020, + "n_pred": 65771, + "n_ref": 62367 + }, + "4": { + "Dice": 0.7292682926829268, + "FN": 292, + "FP": 374, + "IoU": 0.5738963531669866, + "TN": 2451685, + "TP": 897, + "n_pred": 1271, + "n_ref": 1189 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9855023129433648, + "FN": 960, + "FP": 1425, + "IoU": 0.971418984505135, + "TN": 2369801, + "TP": 81062, + "n_pred": 82487, + "n_ref": 82022 + }, + "7": { + "Dice": 0.5115105310991697, + "FN": 36637, + "FP": 18724, + "IoU": 0.3436440376544235, + "TN": 2368902, + "TP": 28985, + "n_pred": 47709, + "n_ref": 65622 + }, + "8": { + "Dice": 0.6431172050507398, + "FN": 4607, + "FP": 0, + "IoU": 0.4739666590545787, + "TN": 2444490, + "TP": 4151, + "n_pred": 4151, + "n_ref": 8758 + }, + "9": { + "Dice": 0.776600081532817, + "FN": 720, + "FP": 1472, + "IoU": 0.6347884038653782, + "TN": 2447246, + "TP": 3810, + "n_pred": 5282, + "n_ref": 4530 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0105.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0105.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9845105638204775, + "FN": 1093, + "FP": 1385, + "IoU": 0.9694936537443524, + "TN": 2547251, + "TP": 78751, + "n_pred": 80136, + "n_ref": 79844 + }, + "10": { + "Dice": 0.7956259661572619, + "FN": 13993, + "FP": 5706, + "IoU": 0.6606136829591854, + "TN": 2570437, + "TP": 38344, + "n_pred": 44050, + "n_ref": 52337 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.3575624082232012, + "FN": 1750, + "FP": 0, + "IoU": 0.21770227983907017, + "TN": 2626243, + "TP": 487, + "n_pred": 487, + "n_ref": 2237 + }, + "13": { + "Dice": 0.6483231762945663, + "FN": 7860, + "FP": 1777, + "IoU": 0.4796436285097192, + "TN": 2609960, + "TP": 8883, + "n_pred": 10660, + "n_ref": 16743 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9624961842047883, + "FN": 1547, + "FP": 1893, + "IoU": 0.9277037535202387, + "TN": 2580898, + "TP": 44142, + "n_pred": 46035, + "n_ref": 45689 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 25297, + "IoU": 0.0, + "TN": 2603183, + "TP": 0, + "n_pred": 25297, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8954768160193141, + "FN": 9436, + "FP": 2340, + "IoU": 0.8107360977177757, + "TN": 2566260, + "TP": 50444, + "n_pred": 52784, + "n_ref": 59880 + }, + "7": { + "Dice": 0.8847528768459628, + "FN": 2779, + "FP": 15178, + "IoU": 0.7933245094089889, + "TN": 2541595, + "TP": 68928, + "n_pred": 84106, + "n_ref": 71707 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 2628474, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0142.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0142.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.48030870502780615, + "FN": 442, + "FP": 27032, + "IoU": 0.3160567587752054, + "TN": 2588310, + "TP": 12696, + "n_pred": 39728, + "n_ref": 13138 + }, + "10": { + "Dice": 0.0, + "FN": 348, + "FP": 778, + "IoU": 0.0, + "TN": 2627354, + "TP": 0, + "n_pred": 778, + "n_ref": 348 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6728875064800415, + "FN": 602, + "FP": 29, + "IoU": 0.50703125, + "TN": 2627200, + "TP": 649, + "n_pred": 678, + "n_ref": 1251 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 49, + "IoU": 0.0, + "TN": 2628431, + "TP": 0, + "n_pred": 49, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9746642793196061, + "FN": 1200, + "FP": 3328, + "IoU": 0.9505806338950493, + "TN": 2536856, + "TP": 87096, + "n_pred": 90424, + "n_ref": 88296 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.48771929824561405, + "FN": 292, + "FP": 0, + "IoU": 0.3225058004640371, + "TN": 2628049, + "TP": 139, + "n_pred": 139, + "n_ref": 431 + }, + "6": { + "Dice": 0.2658758322349522, + "FN": 36939, + "FP": 6505, + "IoU": 0.15331995088772388, + "TN": 2577169, + "TP": 7867, + "n_pred": 14372, + "n_ref": 44806 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 8370, + "IoU": 0.0, + "TN": 2620110, + "TP": 0, + "n_pred": 8370, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 2223, + "IoU": 0.0, + "TN": 2626257, + "TP": 0, + "n_pred": 2223, + "n_ref": 0 + }, + "9": { + "Dice": 0.911688706490348, + "FN": 326, + "FP": 1417, + "IoU": 0.837709497206704, + "TN": 2617740, + "TP": 8997, + "n_pred": 10414, + "n_ref": 9323 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0153.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0153.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8869670763161888, + "FN": 432, + "FP": 313, + "IoU": 0.7968920392584514, + "TN": 1398188, + "TP": 2923, + "n_pred": 3236, + "n_ref": 3355 + }, + "10": { + "Dice": 0.45441227163047226, + "FN": 12326, + "FP": 336, + "IoU": 0.2940061332589908, + "TN": 1383921, + "TP": 5273, + "n_pred": 5609, + "n_ref": 17599 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 47, + "IoU": 0.0, + "TN": 1401809, + "TP": 0, + "n_pred": 47, + "n_ref": 0 + }, + "13": { + "Dice": 0.17962777048420728, + "FN": 9565, + "FP": 1058, + "IoU": 0.09867639572374003, + "TN": 1390070, + "TP": 1163, + "n_pred": 2221, + "n_ref": 10728 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7277227722772277, + "FN": 214, + "FP": 6, + "IoU": 0.5719844357976653, + "TN": 1401342, + "TP": 294, + "n_pred": 300, + "n_ref": 508 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1532, + "IoU": 0.0, + "TN": 1400324, + "TP": 0, + "n_pred": 1532, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 14, + "IoU": 0.0, + "TN": 1401842, + "TP": 0, + "n_pred": 14, + "n_ref": 0 + }, + "6": { + "Dice": 0.8161643835616438, + "FN": 1266, + "FP": 12154, + "IoU": 0.6894237445035871, + "TN": 1358646, + "TP": 29790, + "n_pred": 41944, + "n_ref": 31056 + }, + "7": { + "Dice": 0.8299277290736181, + "FN": 18797, + "FP": 6830, + "IoU": 0.7092961261414554, + "TN": 1313701, + "TP": 62528, + "n_pred": 69358, + "n_ref": 81325 + }, + "8": { + "Dice": 0.0, + "FN": 276, + "FP": 0, + "IoU": 0.0, + "TN": 1401580, + "TP": 0, + "n_pred": 0, + "n_ref": 276 + }, + "9": { + "Dice": 0.7495248653785239, + "FN": 982, + "FP": 5344, + "IoU": 0.5993920587676524, + "TN": 1386065, + "TP": 9465, + "n_pred": 14809, + "n_ref": 10447 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0156.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0156.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8581477139507621, + "FN": 120, + "FP": 1, + "IoU": 0.7515400410677618, + "TN": 1401369, + "TP": 366, + "n_pred": 367, + "n_ref": 486 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 1401855, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 636, + "FP": 55, + "IoU": 0.0, + "TN": 1401165, + "TP": 0, + "n_pred": 55, + "n_ref": 636 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7142857142857143, + "FN": 4, + "FP": 0, + "IoU": 0.5555555555555556, + "TN": 1401847, + "TP": 5, + "n_pred": 5, + "n_ref": 9 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 109, + "IoU": 0.0, + "TN": 1401747, + "TP": 0, + "n_pred": 109, + "n_ref": 0 + }, + "5": { + "Dice": 0.8242407199100112, + "FN": 1148, + "FP": 1352, + "IoU": 0.701028462090409, + "TN": 1393494, + "TP": 5862, + "n_pred": 7214, + "n_ref": 7010 + }, + "6": { + "Dice": 0.9209509562297534, + "FN": 7740, + "FP": 6950, + "IoU": 0.8534838722546927, + "TN": 1301594, + "TP": 85572, + "n_pred": 92522, + "n_ref": 93312 + }, + "7": { + "Dice": 0.8619065228226441, + "FN": 6810, + "FP": 1779, + "IoU": 0.7573248947531998, + "TN": 1366463, + "TP": 26804, + "n_pred": 28583, + "n_ref": 33614 + }, + "8": { + "Dice": 0.9677632079539402, + "FN": 766, + "FP": 505, + "IoU": 0.9375399282520026, + "TN": 1381507, + "TP": 19078, + "n_pred": 19583, + "n_ref": 19844 + }, + "9": { + "Dice": 0.8692718041005206, + "FN": 3657, + "FP": 411, + "IoU": 0.7687716705507872, + "TN": 1384263, + "TP": 13525, + "n_pred": 13936, + "n_ref": 17182 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0166.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0166.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 37, + "IoU": 0.0, + "TN": 4380763, + "TP": 0, + "n_pred": 37, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 4380797, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4380800, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4380800, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4380800, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9861729790023395, + "FN": 1097, + "FP": 812, + "IoU": 0.9727231160517817, + "TN": 4310814, + "TP": 68077, + "n_pred": 68889, + "n_ref": 69174 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 2374, + "IoU": 0.0, + "TN": 4378426, + "TP": 0, + "n_pred": 2374, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4380800, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4380800, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9509164969450102, + "FN": 204, + "FP": 278, + "IoU": 0.9064259367113182, + "TN": 4375649, + "TP": 4669, + "n_pred": 4947, + "n_ref": 4873 + }, + "5": { + "Dice": 0.4158730158730159, + "FN": 4023, + "FP": 1497, + "IoU": 0.2625250501002004, + "TN": 4373315, + "TP": 1965, + "n_pred": 3462, + "n_ref": 5988 + }, + "6": { + "Dice": 0.9277607693972848, + "FN": 5634, + "FP": 3710, + "IoU": 0.8652553860352435, + "TN": 4311454, + "TP": 60002, + "n_pred": 63712, + "n_ref": 65636 + }, + "7": { + "Dice": 0.9629263347879298, + "FN": 2942, + "FP": 3056, + "IoU": 0.9285033137843894, + "TN": 4296908, + "TP": 77894, + "n_pred": 80950, + "n_ref": 80836 + }, + "8": { + "Dice": 0.9279564616139537, + "FN": 4733, + "FP": 1727, + "IoU": 0.8655958721704394, + "TN": 4332736, + "TP": 41604, + "n_pred": 43331, + "n_ref": 46337 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 461, + "IoU": 0.0, + "TN": 4380339, + "TP": 0, + "n_pred": 461, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0179.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0179.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9790907518289315, + "FN": 1918, + "FP": 1829, + "IoU": 0.9590379885214539, + "TN": 2011309, + "TP": 87728, + "n_pred": 89557, + "n_ref": 89646 + }, + "10": { + "Dice": 0.8165072424159606, + "FN": 1280, + "FP": 2077, + "IoU": 0.6899131719933493, + "TN": 2091958, + "TP": 7469, + "n_pred": 9546, + "n_ref": 8749 + }, + "11": { + "Dice": 0.7735537190082644, + "FN": 215, + "FP": 470, + "IoU": 0.6307277628032345, + "TN": 2100929, + "TP": 1170, + "n_pred": 1640, + "n_ref": 1385 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 35, + "IoU": 0.0, + "TN": 2102749, + "TP": 0, + "n_pred": 35, + "n_ref": 0 + }, + "13": { + "Dice": 0.7085680403201897, + "FN": 1582, + "FP": 3333, + "IoU": 0.5486685032139578, + "TN": 2091894, + "TP": 5975, + "n_pred": 9308, + "n_ref": 7557 + }, + "14": { + "Dice": 0.9520235484514079, + "FN": 718, + "FP": 3373, + "IoU": 0.9084398290100938, + "TN": 2058103, + "TP": 40590, + "n_pred": 43963, + "n_ref": 41308 + }, + "15": { + "Dice": 0.36054113534856624, + "FN": 139, + "FP": 9740, + "IoU": 0.21991471888818698, + "TN": 2090120, + "TP": 2785, + "n_pred": 12525, + "n_ref": 2924 + }, + "2": { + "Dice": 0.49396735273243436, + "FN": 44, + "FP": 669, + "IoU": 0.32799245994344955, + "TN": 2101723, + "TP": 348, + "n_pred": 1017, + "n_ref": 392 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 970, + "IoU": 0.0, + "TN": 2101814, + "TP": 0, + "n_pred": 970, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.4095812182741117, + "FN": 2354, + "FP": 1368, + "IoU": 0.2575304209056453, + "TN": 2097771, + "TP": 1291, + "n_pred": 2659, + "n_ref": 3645 + }, + "6": { + "Dice": 0.9752803272781229, + "FN": 7533, + "FP": 4129, + "IoU": 0.9517532972579391, + "TN": 1861068, + "TP": 230054, + "n_pred": 234183, + "n_ref": 237587 + }, + "7": { + "Dice": 0.9458440785558421, + "FN": 1542, + "FP": 3099, + "IoU": 0.8972525404591645, + "TN": 2057615, + "TP": 40528, + "n_pred": 43627, + "n_ref": 42070 + }, + "8": { + "Dice": 0.9211325116394629, + "FN": 5978, + "FP": 1323, + "IoU": 0.8537957826861846, + "TN": 2052847, + "TP": 42636, + "n_pred": 43959, + "n_ref": 48614 + }, + "9": { + "Dice": 0.8471163759121875, + "FN": 4880, + "FP": 2683, + "IoU": 0.7347804741197924, + "TN": 2074268, + "TP": 20953, + "n_pred": 23636, + "n_ref": 25833 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0180.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0180.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 5419, + "IoU": 0.0, + "TN": 2798293, + "TP": 0, + "n_pred": 5419, + "n_ref": 0 + }, + "10": { + "Dice": 0.8664957102605503, + "FN": 2227, + "FP": 1990, + "IoU": 0.7644397274047593, + "TN": 2785810, + "TP": 13685, + "n_pred": 15675, + "n_ref": 15912 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6547085201793722, + "FN": 569, + "FP": 355, + "IoU": 0.4866666666666667, + "TN": 2801912, + "TP": 876, + "n_pred": 1231, + "n_ref": 1445 + }, + "13": { + "Dice": 0.8150572831423896, + "FN": 3182, + "FP": 434, + "IoU": 0.6878453038674033, + "TN": 2792128, + "TP": 7968, + "n_pred": 8402, + "n_ref": 11150 + }, + "14": { + "Dice": 0.8862044934125377, + "FN": 530, + "FP": 2899, + "IoU": 0.7956617603241761, + "TN": 2786931, + "TP": 13352, + "n_pred": 16251, + "n_ref": 13882 + }, + "15": { + "Dice": 0.7339715528253412, + "FN": 3225, + "FP": 15310, + "IoU": 0.5797433339379648, + "TN": 2759608, + "TP": 25569, + "n_pred": 40879, + "n_ref": 28794 + }, + "2": { + "Dice": 0.8719500924214417, + "FN": 16374, + "FP": 252, + "IoU": 0.7729712015075171, + "TN": 2730479, + "TP": 56607, + "n_pred": 56859, + "n_ref": 72981 + }, + "3": { + "Dice": 0.7747107313015201, + "FN": 1087, + "FP": 13808, + "IoU": 0.6322676212813233, + "TN": 2763207, + "TP": 25610, + "n_pred": 39418, + "n_ref": 26697 + }, + "4": { + "Dice": 0.0, + "FN": 6409, + "FP": 83, + "IoU": 0.0, + "TN": 2797220, + "TP": 0, + "n_pred": 83, + "n_ref": 6409 + }, + "5": { + "Dice": 0.2644495105270216, + "FN": 4732, + "FP": 753, + "IoU": 0.15237212177406892, + "TN": 2797241, + "TP": 986, + "n_pred": 1739, + "n_ref": 5718 + }, + "6": { + "Dice": 0.8011150154251527, + "FN": 203317, + "FP": 2593, + "IoU": 0.6682167394975315, + "TN": 2183096, + "TP": 414706, + "n_pred": 417299, + "n_ref": 618023 + }, + "7": { + "Dice": 0.0019482280533770209, + "FN": 80, + "FP": 180245, + "IoU": 0.0009750638500617725, + "TN": 2623211, + "TP": 176, + "n_pred": 180421, + "n_ref": 256 + }, + "8": { + "Dice": 0.7994157293032457, + "FN": 6281, + "FP": 11159, + "IoU": 0.6658555745023279, + "TN": 2751519, + "TP": 34753, + "n_pred": 45912, + "n_ref": 41034 + }, + "9": { + "Dice": 0.7826652318177741, + "FN": 7162, + "FP": 2532, + "IoU": 0.6429334413790563, + "TN": 2776563, + "TP": 17455, + "n_pred": 19987, + "n_ref": 24617 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0197.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0197.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 440, + "IoU": 0.0, + "TN": 1927112, + "TP": 0, + "n_pred": 440, + "n_ref": 0 + }, + "10": { + "Dice": 0.5125172481766214, + "FN": 1634, + "FP": 839, + "IoU": 0.34455340577789556, + "TN": 1923779, + "TP": 1300, + "n_pred": 2139, + "n_ref": 2934 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.543982058310491, + "FN": 2765, + "FP": 895, + "IoU": 0.3736094472017799, + "TN": 1921709, + "TP": 2183, + "n_pred": 3078, + "n_ref": 4948 + }, + "14": { + "Dice": 0.0, + "FN": 2404, + "FP": 0, + "IoU": 0.0, + "TN": 1925148, + "TP": 0, + "n_pred": 0, + "n_ref": 2404 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9526968776940665, + "FN": 1755, + "FP": 769, + "IoU": 0.9096667978955657, + "TN": 1899611, + "TP": 25417, + "n_pred": 26186, + "n_ref": 27172 + }, + "3": { + "Dice": 0.932764593594608, + "FN": 542, + "FP": 2311, + "IoU": 0.8740007949476659, + "TN": 1904909, + "TP": 19790, + "n_pred": 22101, + "n_ref": 20332 + }, + "4": { + "Dice": 0.759559539396381, + "FN": 2899, + "FP": 11425, + "IoU": 0.61233050962137, + "TN": 1890603, + "TP": 22625, + "n_pred": 34050, + "n_ref": 25524 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9087035643319914, + "FN": 17210, + "FP": 5717, + "IoU": 0.8326826099965701, + "TN": 1790525, + "TP": 114100, + "n_pred": 119817, + "n_ref": 131310 + }, + "7": { + "Dice": 0.16145454545454546, + "FN": 7, + "FP": 1146, + "IoU": 0.08781645569620253, + "TN": 1926288, + "TP": 111, + "n_pred": 1257, + "n_ref": 118 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0224.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0224.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8612779901693064, + "FN": 317, + "FP": 191, + "IoU": 0.7563549160671463, + "TN": 2275931, + "TP": 1577, + "n_pred": 1768, + "n_ref": 1894 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.4948292885724679, + "FN": 7872, + "FP": 1849, + "IoU": 0.32875293467753075, + "TN": 2263534, + "TP": 4761, + "n_pred": 6610, + "n_ref": 12633 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8296296296296296, + "FN": 367, + "FP": 70, + "IoU": 0.7088607594936709, + "TN": 2276515, + "TP": 1064, + "n_pred": 1134, + "n_ref": 1431 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9600481313297712, + "FN": 629, + "FP": 2160, + "IoU": 0.9231659274360176, + "TN": 2241717, + "TP": 33510, + "n_pred": 35670, + "n_ref": 34139 + }, + "7": { + "Dice": 0.6477632780194404, + "FN": 311, + "FP": 6248, + "IoU": 0.4790309769658459, + "TN": 2265426, + "TP": 6031, + "n_pred": 12279, + "n_ref": 6342 + }, + "8": { + "Dice": 0.8960293463079213, + "FN": 4446, + "FP": 9102, + "IoU": 0.8116423596146093, + "TN": 2206089, + "TP": 58379, + "n_pred": 67481, + "n_ref": 62825 + }, + "9": { + "Dice": 0.6141502552881108, + "FN": 56, + "FP": 473, + "IoU": 0.4431578947368421, + "TN": 2277066, + "TP": 421, + "n_pred": 894, + "n_ref": 477 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0239.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0239.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9753533540591648, + "FN": 430, + "FP": 339, + "IoU": 0.9518923991241789, + "TN": 3138191, + "TP": 15216, + "n_pred": 15555, + "n_ref": 15646 + }, + "10": { + "Dice": 0.8365701969060824, + "FN": 780, + "FP": 6499, + "IoU": 0.7190551545794898, + "TN": 3128267, + "TP": 18630, + "n_pred": 25129, + "n_ref": 19410 + }, + "11": { + "Dice": 0.5157894736842106, + "FN": 44, + "FP": 48, + "IoU": 0.3475177304964539, + "TN": 3154035, + "TP": 49, + "n_pred": 97, + "n_ref": 93 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 3154174, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "13": { + "Dice": 0.7779692118054097, + "FN": 12036, + "FP": 3815, + "IoU": 0.6366199766167672, + "TN": 3110555, + "TP": 27770, + "n_pred": 31585, + "n_ref": 39806 + }, + "14": { + "Dice": 0.5297112006170195, + "FN": 21647, + "FP": 5792, + "IoU": 0.36027697472722187, + "TN": 3111284, + "TP": 15453, + "n_pred": 21245, + "n_ref": 37100 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 7627, + "FP": 0, + "IoU": 0.0, + "TN": 3146549, + "TP": 0, + "n_pred": 0, + "n_ref": 7627 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 6280, + "IoU": 0.0, + "TN": 3147896, + "TP": 0, + "n_pred": 6280, + "n_ref": 0 + }, + "4": { + "Dice": 0.1340254105980787, + "FN": 10894, + "FP": 284, + "IoU": 0.0718259569874616, + "TN": 3142133, + "TP": 865, + "n_pred": 1149, + "n_ref": 11759 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 294, + "IoU": 0.0, + "TN": 3153882, + "TP": 0, + "n_pred": 294, + "n_ref": 0 + }, + "6": { + "Dice": 0.9524612936630212, + "FN": 8610, + "FP": 10212, + "IoU": 0.9092373273667156, + "TN": 2946800, + "TP": 188554, + "n_pred": 198766, + "n_ref": 197164 + }, + "7": { + "Dice": 0.8411168466546551, + "FN": 3394, + "FP": 25354, + "IoU": 0.7257995288192821, + "TN": 3049333, + "TP": 76095, + "n_pred": 101449, + "n_ref": 79489 + }, + "8": { + "Dice": 0.3869541182974019, + "FN": 82, + "FP": 1027, + "IoU": 0.23989033584647018, + "TN": 3152717, + "TP": 350, + "n_pred": 1377, + "n_ref": 432 + }, + "9": { + "Dice": 0.9365744621402626, + "FN": 465, + "FP": 1578, + "IoU": 0.8807146610614819, + "TN": 3137049, + "TP": 15084, + "n_pred": 16662, + "n_ref": 15549 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0242.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0242.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9773310083085445, + "FN": 2014, + "FP": 1301, + "IoU": 0.955667001003009, + "TN": 1502313, + "TP": 71460, + "n_pred": 72761, + "n_ref": 73474 + }, + "10": { + "Dice": 0.8676187006247168, + "FN": 2239, + "FP": 12658, + "IoU": 0.7661895344822174, + "TN": 1513374, + "TP": 48817, + "n_pred": 61475, + "n_ref": 51056 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7589949748743718, + "FN": 671, + "FP": 528, + "IoU": 0.611597019760285, + "TN": 1574001, + "TP": 1888, + "n_pred": 2416, + "n_ref": 2559 + }, + "13": { + "Dice": 0.7390488669187933, + "FN": 5804, + "FP": 2959, + "IoU": 0.5861042886831664, + "TN": 1555916, + "TP": 12409, + "n_pred": 15368, + "n_ref": 18213 + }, + "14": { + "Dice": 0.31144559874687167, + "FN": 267641, + "FP": 60, + "IoU": 0.1844451079075322, + "TN": 1248844, + "TP": 60543, + "n_pred": 60603, + "n_ref": 328184 + }, + "15": { + "Dice": 0.8263337116912599, + "FN": 400, + "FP": 365, + "IoU": 0.7040618955512572, + "TN": 1574503, + "TP": 1820, + "n_pred": 2185, + "n_ref": 2220 + }, + "2": { + "Dice": 0.9261538461538461, + "FN": 1801, + "FP": 503, + "IoU": 0.8624641833810889, + "TN": 1560336, + "TP": 14448, + "n_pred": 14951, + "n_ref": 16249 + }, + "3": { + "Dice": 0.9549809730905138, + "FN": 1588, + "FP": 1062, + "IoU": 0.9138407516988003, + "TN": 1546331, + "TP": 28107, + "n_pred": 29169, + "n_ref": 29695 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 40001, + "IoU": 0.0, + "TN": 1537087, + "TP": 0, + "n_pred": 40001, + "n_ref": 0 + }, + "7": { + "Dice": 0.431692346235751, + "FN": 1483, + "FP": 43885, + "IoU": 0.2752599881787249, + "TN": 1514489, + "TP": 17231, + "n_pred": 61116, + "n_ref": 18714 + }, + "8": { + "Dice": 0.9594238182187056, + "FN": 97, + "FP": 303, + "IoU": 0.9220120881263404, + "TN": 1571959, + "TP": 4729, + "n_pred": 5032, + "n_ref": 4826 + }, + "9": { + "Dice": 0.9372994582084057, + "FN": 269, + "FP": 2115, + "IoU": 0.8819977231104291, + "TN": 1556885, + "TP": 17819, + "n_pred": 19934, + "n_ref": 18088 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0268.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0268.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8132474701011959, + "FN": 124, + "FP": 891, + "IoU": 0.6852713178294574, + "TN": 2099559, + "TP": 2210, + "n_pred": 3101, + "n_ref": 2334 + }, + "10": { + "Dice": 0.7829534192269574, + "FN": 7698, + "FP": 624, + "IoU": 0.6433224755700325, + "TN": 2079452, + "TP": 15010, + "n_pred": 15634, + "n_ref": 22708 + }, + "11": { + "Dice": 0.7594869053981828, + "FN": 291, + "FP": 609, + "IoU": 0.6122361051271004, + "TN": 2100463, + "TP": 1421, + "n_pred": 2030, + "n_ref": 1712 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 20, + "IoU": 0.0, + "TN": 2102764, + "TP": 0, + "n_pred": 20, + "n_ref": 0 + }, + "13": { + "Dice": 0.8124428179322964, + "FN": 3567, + "FP": 3813, + "IoU": 0.6841294298921418, + "TN": 2079420, + "TP": 15984, + "n_pred": 19797, + "n_ref": 19551 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9683436103611305, + "FN": 2010, + "FP": 675, + "IoU": 0.9386299741720189, + "TN": 2059033, + "TP": 41066, + "n_pred": 41741, + "n_ref": 43076 + }, + "3": { + "Dice": 0.9641637964026024, + "FN": 2110, + "FP": 2572, + "IoU": 0.9308072000709366, + "TN": 2035118, + "TP": 62984, + "n_pred": 65556, + "n_ref": 65094 + }, + "4": { + "Dice": 0.0, + "FN": 95, + "FP": 0, + "IoU": 0.0, + "TN": 2102689, + "TP": 0, + "n_pred": 0, + "n_ref": 95 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8466061164494757, + "FN": 2017, + "FP": 11967, + "IoU": 0.7340130102331951, + "TN": 2050210, + "TP": 38590, + "n_pred": 50557, + "n_ref": 40607 + }, + "7": { + "Dice": 0.662384746393125, + "FN": 171606, + "FP": 858, + "IoU": 0.49519826019253793, + "TN": 1761137, + "TP": 169183, + "n_pred": 170041, + "n_ref": 340789 + }, + "8": { + "Dice": 0.9003335406184635, + "FN": 1005, + "FP": 2521, + "IoU": 0.818733292206457, + "TN": 2083332, + "TP": 15926, + "n_pred": 18447, + "n_ref": 16931 + }, + "9": { + "Dice": 0.9297684911639899, + "FN": 1026, + "FP": 4204, + "IoU": 0.8687545484202865, + "TN": 2062935, + "TP": 34619, + "n_pred": 38823, + "n_ref": 35645 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0272.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0272.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9533888036190322, + "FN": 854, + "FP": 877, + "IoU": 0.9109292991664094, + "TN": 2433814, + "TP": 17703, + "n_pred": 18580, + "n_ref": 18557 + }, + "10": { + "Dice": 0.8347728989457782, + "FN": 940, + "FP": 4091, + "IoU": 0.7164036076662909, + "TN": 2435508, + "TP": 12709, + "n_pred": 16800, + "n_ref": 13649 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7098202656941912, + "FN": 1151, + "FP": 1077, + "IoU": 0.5501716131637392, + "TN": 2448295, + "TP": 2725, + "n_pred": 3802, + "n_ref": 3876 + }, + "13": { + "Dice": 0.8416695412211107, + "FN": 652, + "FP": 2561, + "IoU": 0.7266229898749256, + "TN": 2441495, + "TP": 8540, + "n_pred": 11101, + "n_ref": 9192 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9161258974637658, + "FN": 1359, + "FP": 11760, + "IoU": 0.84523275841729, + "TN": 2368482, + "TP": 71647, + "n_pred": 83407, + "n_ref": 73006 + }, + "3": { + "Dice": 0.892484865852348, + "FN": 10865, + "FP": 1141, + "IoU": 0.805844397367272, + "TN": 2391411, + "TP": 49831, + "n_pred": 50972, + "n_ref": 60696 + }, + "4": { + "Dice": 0.34229787805533174, + "FN": 38777, + "FP": 401, + "IoU": 0.20648937678488244, + "TN": 2403875, + "TP": 10195, + "n_pred": 10596, + "n_ref": 48972 + }, + "5": { + "Dice": 0.847725321888412, + "FN": 517, + "FP": 370, + "IoU": 0.7356972586412396, + "TN": 2449892, + "TP": 2469, + "n_pred": 2839, + "n_ref": 2986 + }, + "6": { + "Dice": 0.9520747477618303, + "FN": 5713, + "FP": 5079, + "IoU": 0.908533071159779, + "TN": 2335260, + "TP": 107196, + "n_pred": 112275, + "n_ref": 112909 + }, + "7": { + "Dice": 0.7000629954328311, + "FN": 2940, + "FP": 42768, + "IoU": 0.5385360928823827, + "TN": 2354198, + "TP": 53342, + "n_pred": 96110, + "n_ref": 56282 + }, + "8": { + "Dice": 0.9536893419011744, + "FN": 494, + "FP": 133, + "IoU": 0.9114781872088098, + "TN": 2446165, + "TP": 6456, + "n_pred": 6589, + "n_ref": 6950 + }, + "9": { + "Dice": 0.6365740740740741, + "FN": 61, + "FP": 2137, + "IoU": 0.466893039049236, + "TN": 2449125, + "TP": 1925, + "n_pred": 4062, + "n_ref": 1986 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0273.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0273.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6771135730789739, + "FN": 170, + "FP": 10730, + "IoU": 0.5118455819785929, + "TN": 2255687, + "TP": 11429, + "n_pred": 22159, + "n_ref": 11599 + }, + "10": { + "Dice": 0.7625723864675403, + "FN": 1992, + "FP": 1124, + "IoU": 0.6162561576354679, + "TN": 2269896, + "TP": 5004, + "n_pred": 6128, + "n_ref": 6996 + }, + "11": { + "Dice": 0.6602564102564102, + "FN": 162, + "FP": 50, + "IoU": 0.49282296650717705, + "TN": 2277598, + "TP": 206, + "n_pred": 256, + "n_ref": 368 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.26920887877063177, + "FN": 20150, + "FP": 394, + "IoU": 0.15554094048010522, + "TN": 2253688, + "TP": 3784, + "n_pred": 4178, + "n_ref": 23934 + }, + "14": { + "Dice": 0.8502127659574468, + "FN": 125, + "FP": 227, + "IoU": 0.7394522575869726, + "TN": 2276665, + "TP": 999, + "n_pred": 1226, + "n_ref": 1124 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9574720346409609, + "FN": 257, + "FP": 568, + "IoU": 0.9184137658227848, + "TN": 2267904, + "TP": 9287, + "n_pred": 9855, + "n_ref": 9544 + }, + "3": { + "Dice": 0.8467852257181943, + "FN": 75, + "FP": 597, + "IoU": 0.734282325029656, + "TN": 2275487, + "TP": 1857, + "n_pred": 2454, + "n_ref": 1932 + }, + "4": { + "Dice": 0.878144939565285, + "FN": 6173, + "FP": 874, + "IoU": 0.7827614907981134, + "TN": 2245577, + "TP": 25392, + "n_pred": 26266, + "n_ref": 31565 + }, + "5": { + "Dice": 0.01220708446866485, + "FN": 9022, + "FP": 41, + "IoU": 0.006141024235113499, + "TN": 2268897, + "TP": 56, + "n_pred": 97, + "n_ref": 9078 + }, + "6": { + "Dice": 0.9337666042392747, + "FN": 5424, + "FP": 21277, + "IoU": 0.8757619184991485, + "TN": 2063098, + "TP": 188217, + "n_pred": 209494, + "n_ref": 193641 + }, + "7": { + "Dice": 0.924182062132315, + "FN": 2448, + "FP": 12244, + "IoU": 0.8590506159100503, + "TN": 2173780, + "TP": 89544, + "n_pred": 101788, + "n_ref": 91992 + }, + "8": { + "Dice": 0.9312308149321715, + "FN": 1454, + "FP": 1324, + "IoU": 0.8713114374391995, + "TN": 2256429, + "TP": 18809, + "n_pred": 20133, + "n_ref": 20263 + }, + "9": { + "Dice": 0.849958259523955, + "FN": 2478, + "FP": 4891, + "IoU": 0.7390673134804009, + "TN": 2249775, + "TP": 20872, + "n_pred": 25763, + "n_ref": 23350 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0281.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0281.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9707889547796893, + "FN": 645, + "FP": 3340, + "IoU": 0.9432360440437019, + "TN": 2032581, + "TP": 66218, + "n_pred": 69558, + "n_ref": 66863 + }, + "10": { + "Dice": 0.8129447898719006, + "FN": 285, + "FP": 2212, + "IoU": 0.6848416004038874, + "TN": 2094861, + "TP": 5426, + "n_pred": 7638, + "n_ref": 5711 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 369, + "FP": 0, + "IoU": 0.0, + "TN": 2102415, + "TP": 0, + "n_pred": 0, + "n_ref": 369 + }, + "13": { + "Dice": 0.23976880768155123, + "FN": 6642, + "FP": 1513, + "IoU": 0.13621438406948416, + "TN": 2093343, + "TP": 1286, + "n_pred": 2799, + "n_ref": 7928 + }, + "14": { + "Dice": 0.9277092651159309, + "FN": 1015, + "FP": 2848, + "IoU": 0.8651657940663177, + "TN": 2074134, + "TP": 24787, + "n_pred": 27635, + "n_ref": 25802 + }, + "15": { + "Dice": 0.6480099502487562, + "FN": 507, + "FP": 625, + "IoU": 0.47930082796688134, + "TN": 2100610, + "TP": 1042, + "n_pred": 1667, + "n_ref": 1549 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.963858179113397, + "FN": 3439, + "FP": 2246, + "IoU": 0.9302376949601796, + "TN": 2021293, + "TP": 75806, + "n_pred": 78052, + "n_ref": 79245 + }, + "4": { + "Dice": 0.9296025210938295, + "FN": 851, + "FP": 1919, + "IoU": 0.8684647894012061, + "TN": 2081725, + "TP": 18289, + "n_pred": 20208, + "n_ref": 19140 + }, + "5": { + "Dice": 0.0, + "FN": 141, + "FP": 0, + "IoU": 0.0, + "TN": 2102643, + "TP": 0, + "n_pred": 0, + "n_ref": 141 + }, + "6": { + "Dice": 0.9638754298218193, + "FN": 1140, + "FP": 2558, + "IoU": 0.9302698319914016, + "TN": 2049751, + "TP": 49335, + "n_pred": 51893, + "n_ref": 50475 + }, + "7": { + "Dice": 0.7782385418424669, + "FN": 17490, + "FP": 906, + "IoU": 0.6369807597434632, + "TN": 2052109, + "TP": 32279, + "n_pred": 33185, + "n_ref": 49769 + }, + "8": { + "Dice": 0.19311875693673697, + "FN": 1, + "FP": 1453, + "IoU": 0.10687960687960688, + "TN": 2101156, + "TP": 174, + "n_pred": 1627, + "n_ref": 175 + }, + "9": { + "Dice": 0.6796812749003984, + "FN": 800, + "FP": 4, + "IoU": 0.5147857573928787, + "TN": 2101127, + "TP": 853, + "n_pred": 857, + "n_ref": 1653 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0341.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0341.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5377848415213144, + "FN": 38081, + "FP": 7578, + "IoU": 0.3677877625621357, + "TN": 3607651, + "TP": 26562, + "n_pred": 34140, + "n_ref": 64643 + }, + "10": { + "Dice": 0.6436959830016941, + "FN": 6573, + "FP": 5836, + "IoU": 0.47459564738758575, + "TN": 3656254, + "TP": 11209, + "n_pred": 17045, + "n_ref": 17782 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3679872, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.24966622162883845, + "FN": 1074, + "FP": 50, + "IoU": 0.14263920671243327, + "TN": 3678561, + "TP": 187, + "n_pred": 237, + "n_ref": 1261 + }, + "13": { + "Dice": 0.0, + "FN": 4, + "FP": 2098, + "IoU": 0.0, + "TN": 3677770, + "TP": 0, + "n_pred": 2098, + "n_ref": 4 + }, + "14": { + "Dice": 0.0024556312088402726, + "FN": 16, + "FP": 17858, + "IoU": 0.0012293249888243184, + "TN": 3661976, + "TP": 22, + "n_pred": 17880, + "n_ref": 38 + }, + "15": { + "Dice": 0.03011688721962863, + "FN": 7218, + "FP": 20413, + "IoU": 0.015288667141838916, + "TN": 3651812, + "TP": 429, + "n_pred": 20842, + "n_ref": 7647 + }, + "2": { + "Dice": 0.3896384241770103, + "FN": 29, + "FP": 1102, + "IoU": 0.24195710455764075, + "TN": 3678380, + "TP": 361, + "n_pred": 1463, + "n_ref": 390 + }, + "3": { + "Dice": 0.9336494350195511, + "FN": 2713, + "FP": 3752, + "IoU": 0.8755558122076572, + "TN": 3627921, + "TP": 45486, + "n_pred": 49238, + "n_ref": 48199 + }, + "4": { + "Dice": 0.0, + "FN": 3, + "FP": 3261, + "IoU": 0.0, + "TN": 3676608, + "TP": 0, + "n_pred": 3261, + "n_ref": 3 + }, + "5": { + "Dice": 0.8094575799721836, + "FN": 1946, + "FP": 1205, + "IoU": 0.6799065420560748, + "TN": 3670028, + "TP": 6693, + "n_pred": 7898, + "n_ref": 8639 + }, + "6": { + "Dice": 0.579813705516871, + "FN": 13093, + "FP": 235643, + "IoU": 0.4082659491710499, + "TN": 3259521, + "TP": 171615, + "n_pred": 407258, + "n_ref": 184708 + }, + "7": { + "Dice": 0.8267374658960894, + "FN": 21125, + "FP": 2499, + "IoU": 0.7046483134548546, + "TN": 3599886, + "TP": 56362, + "n_pred": 58861, + "n_ref": 77487 + }, + "8": { + "Dice": 0.9735787250549546, + "FN": 903, + "FP": 323, + "IoU": 0.9485176786764088, + "TN": 3656058, + "TP": 22588, + "n_pred": 22911, + "n_ref": 23491 + }, + "9": { + "Dice": 0.616871704745167, + "FN": 114, + "FP": 322, + "IoU": 0.44599745870393903, + "TN": 3679085, + "TP": 351, + "n_pred": 673, + "n_ref": 465 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0350.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0350.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8427558625704418, + "FN": 194, + "FP": 671, + "IoU": 0.728243795161797, + "TN": 2625297, + "TP": 2318, + "n_pred": 2989, + "n_ref": 2512 + }, + "10": { + "Dice": 0.0, + "FN": 8042, + "FP": 11102, + "IoU": 0.0, + "TN": 2609336, + "TP": 0, + "n_pred": 11102, + "n_ref": 8042 + }, + "11": { + "Dice": 0.7261296660117879, + "FN": 242, + "FP": 1152, + "IoU": 0.5700185070943862, + "TN": 2625238, + "TP": 1848, + "n_pred": 3000, + "n_ref": 2090 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 2628479, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "13": { + "Dice": 0.5340854766230041, + "FN": 12095, + "FP": 2524, + "IoU": 0.3643360292199322, + "TN": 2605482, + "TP": 8379, + "n_pred": 10903, + "n_ref": 20474 + }, + "14": { + "Dice": 0.900430861035048, + "FN": 4642, + "FP": 5503, + "IoU": 0.8188942642412125, + "TN": 2572463, + "TP": 45872, + "n_pred": 51375, + "n_ref": 50514 + }, + "15": { + "Dice": 0.7938642571968901, + "FN": 377, + "FP": 604, + "IoU": 0.6581881533101045, + "TN": 2625610, + "TP": 1889, + "n_pred": 2493, + "n_ref": 2266 + }, + "2": { + "Dice": 0.75817664259019, + "FN": 22541, + "FP": 2435, + "IoU": 0.6105350153596657, + "TN": 2564351, + "TP": 39153, + "n_pred": 41588, + "n_ref": 61694 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 6540, + "IoU": 0.0, + "TN": 2621940, + "TP": 0, + "n_pred": 6540, + "n_ref": 0 + }, + "4": { + "Dice": 0.1411376550375756, + "FN": 80787, + "FP": 3555, + "IoU": 0.07592689981593478, + "TN": 2537208, + "TP": 6930, + "n_pred": 10485, + "n_ref": 87717 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9065182786628754, + "FN": 20326, + "FP": 20900, + "IoU": 0.8290200567361767, + "TN": 2387364, + "TP": 199890, + "n_pred": 220790, + "n_ref": 220216 + }, + "7": { + "Dice": 0.6482576070128714, + "FN": 3181, + "FP": 82928, + "IoU": 0.47957185509313544, + "TN": 2463022, + "TP": 79349, + "n_pred": 162277, + "n_ref": 82530 + }, + "8": { + "Dice": 0.9048205817557223, + "FN": 1639, + "FP": 910, + "IoU": 0.8261847937265598, + "TN": 2613815, + "TP": 12116, + "n_pred": 13026, + "n_ref": 13755 + }, + "9": { + "Dice": 0.7527783783783784, + "FN": 5207, + "FP": 510, + "IoU": 0.6035642465848415, + "TN": 2614059, + "TP": 8704, + "n_pred": 9214, + "n_ref": 13911 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0388.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0388.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9585363213164447, + "FN": 2253, + "FP": 45, + "IoU": 0.9203742203742203, + "TN": 1548228, + "TP": 26562, + "n_pred": 26607, + "n_ref": 28815 + }, + "10": { + "Dice": 0.0, + "FN": 2, + "FP": 0, + "IoU": 0.0, + "TN": 1577086, + "TP": 0, + "n_pred": 0, + "n_ref": 2 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6663363065741659, + "FN": 1925, + "FP": 95, + "IoU": 0.49962843695813725, + "TN": 1573051, + "TP": 2017, + "n_pred": 2112, + "n_ref": 3942 + }, + "14": { + "Dice": 0.8645707376058042, + "FN": 2106, + "FP": 3046, + "IoU": 0.7614483493077743, + "TN": 1555491, + "TP": 16445, + "n_pred": 19491, + "n_ref": 18551 + }, + "15": { + "Dice": 0.6381906381906381, + "FN": 5559, + "FP": 184, + "IoU": 0.4686343449296817, + "TN": 1566280, + "TP": 5065, + "n_pred": 5249, + "n_ref": 10624 + }, + "2": { + "Dice": 0.8769653398795956, + "FN": 1166, + "FP": 939, + "IoU": 0.7808889351514521, + "TN": 1567481, + "TP": 7502, + "n_pred": 8441, + "n_ref": 8668 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.841535686678691, + "FN": 321, + "FP": 294, + "IoU": 0.7264234875444839, + "TN": 1574840, + "TP": 1633, + "n_pred": 1927, + "n_ref": 1954 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9805007244170058, + "FN": 2783, + "FP": 5669, + "IoU": 0.961747347840255, + "TN": 1356136, + "TP": 212500, + "n_pred": 218169, + "n_ref": 215283 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 415, + "IoU": 0.0, + "TN": 1576673, + "TP": 0, + "n_pred": 415, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0400.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0400.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7582562747688243, + "FN": 183, + "FP": 0, + "IoU": 0.6106382978723405, + "TN": 2452778, + "TP": 287, + "n_pred": 287, + "n_ref": 470 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8273474686282994, + "FN": 301, + "FP": 98, + "IoU": 0.7055350553505535, + "TN": 2451893, + "TP": 956, + "n_pred": 1054, + "n_ref": 1257 + }, + "13": { + "Dice": 0.8219439728353141, + "FN": 1570, + "FP": 108, + "IoU": 0.6977121239416322, + "TN": 2447697, + "TP": 3873, + "n_pred": 3981, + "n_ref": 5443 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 11696, + "IoU": 0.0, + "TN": 2441552, + "TP": 0, + "n_pred": 11696, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9553278656297426, + "FN": 777, + "FP": 4904, + "IoU": 0.9144762592960588, + "TN": 2386822, + "TP": 60745, + "n_pred": 65649, + "n_ref": 61522 + }, + "3": { + "Dice": 0.9467867652013747, + "FN": 792, + "FP": 1577, + "IoU": 0.8989506910083603, + "TN": 2429804, + "TP": 21075, + "n_pred": 22652, + "n_ref": 21867 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 137, + "IoU": 0.0, + "TN": 2453111, + "TP": 0, + "n_pred": 137, + "n_ref": 0 + }, + "5": { + "Dice": 0.8969060481281402, + "FN": 1193, + "FP": 1536, + "IoU": 0.813082191780822, + "TN": 2438648, + "TP": 11871, + "n_pred": 13407, + "n_ref": 13064 + }, + "6": { + "Dice": 0.9759635208227219, + "FN": 3142, + "FP": 2804, + "IoU": 0.9530554239696826, + "TN": 2326588, + "TP": 120714, + "n_pred": 123518, + "n_ref": 123856 + }, + "7": { + "Dice": 0.9268864341674081, + "FN": 4218, + "FP": 9258, + "IoU": 0.8637356414819608, + "TN": 2354352, + "TP": 85420, + "n_pred": 94678, + "n_ref": 89638 + }, + "8": { + "Dice": 0.918658950928526, + "FN": 4823, + "FP": 420, + "IoU": 0.8495552367288379, + "TN": 2418398, + "TP": 29607, + "n_pred": 30027, + "n_ref": 34430 + }, + "9": { + "Dice": 0.8489163569549422, + "FN": 6244, + "FP": 992, + "IoU": 0.7374931978958824, + "TN": 2425683, + "TP": 20329, + "n_pred": 21321, + "n_ref": 26573 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0402.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0402.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 227, + "IoU": 0.0, + "TN": 2277789, + "TP": 0, + "n_pred": 227, + "n_ref": 0 + }, + "10": { + "Dice": 0.804390435123481, + "FN": 16, + "FP": 483, + "IoU": 0.6727868852459017, + "TN": 2276491, + "TP": 1026, + "n_pred": 1509, + "n_ref": 1042 + }, + "11": { + "Dice": 0.6578554679172884, + "FN": 2202, + "FP": 1008, + "IoU": 0.49015247776365944, + "TN": 2271720, + "TP": 3086, + "n_pred": 4094, + "n_ref": 5288 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 1028, + "IoU": 0.0, + "TN": 2276988, + "TP": 0, + "n_pred": 1028, + "n_ref": 0 + }, + "13": { + "Dice": 0.9394557484702254, + "FN": 1024, + "FP": 193, + "IoU": 0.8858241861337837, + "TN": 2267357, + "TP": 9442, + "n_pred": 9635, + "n_ref": 10466 + }, + "14": { + "Dice": 0.8975321037890398, + "FN": 1347, + "FP": 592, + "IoU": 0.8141117821877097, + "TN": 2267585, + "TP": 8492, + "n_pred": 9084, + "n_ref": 9839 + }, + "15": { + "Dice": 0.8824255135401887, + "FN": 1556, + "FP": 6068, + "IoU": 0.7895898879505436, + "TN": 2241782, + "TP": 28610, + "n_pred": 34678, + "n_ref": 30166 + }, + "2": { + "Dice": 0.9639283645051461, + "FN": 4244, + "FP": 1297, + "IoU": 0.9303684527998392, + "TN": 2198440, + "TP": 74035, + "n_pred": 75332, + "n_ref": 78279 + }, + "3": { + "Dice": 0.9575794435152806, + "FN": 110, + "FP": 169, + "IoU": 0.9186114352392065, + "TN": 2274588, + "TP": 3149, + "n_pred": 3318, + "n_ref": 3259 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9743393884419832, + "FN": 3077, + "FP": 1223, + "IoU": 0.9499627629864085, + "TN": 2192080, + "TP": 81636, + "n_pred": 82859, + "n_ref": 84713 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 54, + "IoU": 0.0, + "TN": 2277962, + "TP": 0, + "n_pred": 54, + "n_ref": 0 + }, + "8": { + "Dice": 0.8382127313147759, + "FN": 5109, + "FP": 58, + "IoU": 0.7214855541181544, + "TN": 2259464, + "TP": 13385, + "n_pred": 13443, + "n_ref": 18494 + }, + "9": { + "Dice": 0.9273539438109792, + "FN": 1367, + "FP": 2341, + "IoU": 0.8645479452054795, + "TN": 2250641, + "TP": 23667, + "n_pred": 26008, + "n_ref": 25034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0403.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0403.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": 0.6181692024200064, + "FN": 2452.6622222222218, + "FP": 3470.8622222222216, + "IoU": 0.53587257848103, + "TN": 2535299.464444444, + "TP": 23005.277777777785, + "n_pred": 26476.140000000003, + "n_ref": 25457.93999999999 + }, + "mean": { + "1": { + "Dice": 0.8508387751157451, + "FN": 2102.0666666666666, + "FP": 1102.5666666666666, + "IoU": 0.7912531695000514, + "TN": 2530073.6666666665, + "TP": 30949.966666666667, + "n_pred": 32052.533333333333, + "n_ref": 33052.03333333333 + }, + "10": { + "Dice": 0.6226188551888239, + "FN": 1589.6666666666667, + "FP": 2475.5333333333333, + "IoU": 0.5231864264297077, + "TN": 2551375.7333333334, + "TP": 8787.333333333334, + "n_pred": 11262.866666666667, + "n_ref": 10377.0 + }, + "11": { + "Dice": 0.3172399380175229, + "FN": 205.56666666666666, + "FP": 280.5, + "IoU": 0.2328561534829434, + "TN": 2563311.2666666666, + "TP": 430.93333333333334, + "n_pred": 711.4333333333333, + "n_ref": 636.5 + }, + "12": { + "Dice": 0.3951864512276507, + "FN": 187.43333333333334, + "FP": 289.06666666666666, + "IoU": 0.2972009763414838, + "TN": 2563331.3333333335, + "TP": 420.43333333333334, + "n_pred": 709.5, + "n_ref": 607.8666666666667 + }, + "13": { + "Dice": 0.4398697138528992, + "FN": 3807.366666666667, + "FP": 2051.3333333333335, + "IoU": 0.32755313517886847, + "TN": 2553610.566666667, + "TP": 4759.0, + "n_pred": 6810.333333333333, + "n_ref": 8566.366666666667 + }, + "14": { + "Dice": 0.6655663146465455, + "FN": 1431.6666666666667, + "FP": 9653.6, + "IoU": 0.5876006476337173, + "TN": 2531612.6, + "TP": 21530.4, + "n_pred": 31184.0, + "n_ref": 22962.066666666666 + }, + "15": { + "Dice": 0.5711002792574258, + "FN": 3466.133333333333, + "FP": 2470.9666666666667, + "IoU": 0.46349610084989107, + "TN": 2551057.933333333, + "TP": 7233.233333333334, + "n_pred": 9704.2, + "n_ref": 10699.366666666667 + }, + "2": { + "Dice": 0.7832684100824608, + "FN": 1421.1333333333334, + "FP": 1316.1333333333334, + "IoU": 0.7240283601343681, + "TN": 2540324.8666666667, + "TP": 21166.133333333335, + "n_pred": 22482.266666666666, + "n_ref": 22587.266666666666 + }, + "3": { + "Dice": 0.5994091927297053, + "FN": 2193.766666666667, + "FP": 2398.5333333333333, + "IoU": 0.5384123161609025, + "TN": 2544737.1333333333, + "TP": 14898.833333333334, + "n_pred": 17297.366666666665, + "n_ref": 17092.6 + }, + "4": { + "Dice": 0.5729573187447898, + "FN": 350.8666666666667, + "FP": 1193.8333333333333, + "IoU": 0.504517232251293, + "TN": 2559072.466666667, + "TP": 3611.1, + "n_pred": 4804.933333333333, + "n_ref": 3961.9666666666667 + }, + "5": { + "Dice": 0.504159691088435, + "FN": 363.0, + "FP": 551.2333333333333, + "IoU": 0.40422246299888975, + "TN": 2562404.6666666665, + "TP": 909.3666666666667, + "n_pred": 1460.6, + "n_ref": 1272.3666666666666 + }, + "6": { + "Dice": 0.8925778150190651, + "FN": 7307.166666666667, + "FP": 9222.1, + "IoU": 0.8387666746295518, + "TN": 2384591.1333333333, + "TP": 163107.86666666667, + "n_pred": 172329.96666666667, + "n_ref": 170415.03333333333 + }, + "7": { + "Dice": 0.6480319229632097, + "FN": 10923.766666666666, + "FP": 15820.666666666666, + "IoU": 0.5634783208965917, + "TN": 2485550.6333333333, + "TP": 51933.2, + "n_pred": 67753.86666666667, + "n_ref": 62856.96666666667 + }, + "8": { + "Dice": 0.7732144651781008, + "FN": 639.3666666666667, + "FP": 2161.7, + "IoU": 0.708374709980181, + "TN": 2550430.7333333334, + "TP": 10996.466666666667, + "n_pred": 13158.166666666666, + "n_ref": 11635.833333333334 + }, + "9": { + "Dice": 0.6364988931877176, + "FN": 800.9666666666667, + "FP": 1075.1666666666667, + "IoU": 0.5331419907470102, + "TN": 2558007.2333333334, + "TP": 4344.9, + "n_pred": 5420.066666666667, + "n_ref": 5145.866666666667 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9206972747360668, + "FN": 274, + "FP": 49, + "IoU": 0.8530482256596906, + "TN": 1750122, + "TP": 1875, + "n_pred": 1924, + "n_ref": 2149 + }, + "10": { + "Dice": 0.769708552317248, + "FN": 324, + "FP": 1604, + "IoU": 0.6256310679611651, + "TN": 1747170, + "TP": 3222, + "n_pred": 4826, + "n_ref": 3546 + }, + "11": { + "Dice": 0.04343105320304017, + "FN": 879, + "FP": 2, + "IoU": 0.022197558268590455, + "TN": 1751419, + "TP": 20, + "n_pred": 22, + "n_ref": 899 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5477837765780177, + "FN": 31434, + "FP": 2489, + "IoU": 0.37720538287833444, + "TN": 1697851, + "TP": 20546, + "n_pred": 23035, + "n_ref": 51980 + }, + "14": { + "Dice": 0.8093190680931907, + "FN": 487, + "FP": 16676, + "IoU": 0.6797111185757474, + "TN": 1698734, + "TP": 36423, + "n_pred": 53099, + "n_ref": 36910 + }, + "15": { + "Dice": 0.3285727797219332, + "FN": 11521, + "FP": 2677, + "IoU": 0.1965821638750566, + "TN": 1734648, + "TP": 3474, + "n_pred": 6151, + "n_ref": 14995 + }, + "2": { + "Dice": 0.9052098877570882, + "FN": 6746, + "FP": 7864, + "IoU": 0.8268341827663862, + "TN": 1667950, + "TP": 69760, + "n_pred": 77624, + "n_ref": 76506 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 45917, + "IoU": 0.0, + "TN": 1706403, + "TP": 0, + "n_pred": 45917, + "n_ref": 0 + }, + "4": { + "Dice": 0.5012831479897348, + "FN": 3049, + "FP": 5696, + "IoU": 0.3344748858447489, + "TN": 1739180, + "TP": 4395, + "n_pred": 10091, + "n_ref": 7444 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.935239752450055, + "FN": 4806, + "FP": 7029, + "IoU": 0.8783571274397952, + "TN": 1655027, + "TP": 85458, + "n_pred": 92487, + "n_ref": 90264 + }, + "7": { + "Dice": 0.671984937072639, + "FN": 31494, + "FP": 47946, + "IoU": 0.5060070144019103, + "TN": 1591508, + "TP": 81372, + "n_pred": 129318, + "n_ref": 112866 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.5159914712153518, + "FN": 61, + "FP": 166, + "IoU": 0.34770114942528735, + "TN": 1751972, + "TP": 121, + "n_pred": 287, + "n_ref": 182 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0016.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0016.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.900898021156939, + "FN": 8765, + "FP": 1156, + "IoU": 0.8196673634463328, + "TN": 2223001, + "TP": 45094, + "n_pred": 46250, + "n_ref": 53859 + }, + "10": { + "Dice": 0.26487735122648776, + "FN": 1779, + "FP": 4904, + "IoU": 0.15265626981108152, + "TN": 2270129, + "TP": 1204, + "n_pred": 6108, + "n_ref": 2983 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 212, + "IoU": 0.0, + "TN": 2277804, + "TP": 0, + "n_pred": 212, + "n_ref": 0 + }, + "12": { + "Dice": 0.5552182163187855, + "FN": 766, + "FP": 1578, + "IoU": 0.38429209351195165, + "TN": 2274209, + "TP": 1463, + "n_pred": 3041, + "n_ref": 2229 + }, + "13": { + "Dice": 0.7160642570281125, + "FN": 553, + "FP": 2275, + "IoU": 0.5577103534563653, + "TN": 2271622, + "TP": 3566, + "n_pred": 5841, + "n_ref": 4119 + }, + "14": { + "Dice": 0.9796102548234672, + "FN": 6004, + "FP": 322, + "IoU": 0.9600353781034809, + "TN": 2119726, + "TP": 151964, + "n_pred": 152286, + "n_ref": 157968 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.3593479014915019, + "FN": 398, + "FP": 8837, + "IoU": 0.21902748414376322, + "TN": 2266191, + "TP": 2590, + "n_pred": 11427, + "n_ref": 2988 + }, + "3": { + "Dice": 0.8659829512470847, + "FN": 11718, + "FP": 1441, + "IoU": 0.7636419154362898, + "TN": 2222342, + "TP": 42515, + "n_pred": 43956, + "n_ref": 54233 + }, + "4": { + "Dice": 0.8662068424971587, + "FN": 503, + "FP": 6325, + "IoU": 0.7639901835401472, + "TN": 2249085, + "TP": 22103, + "n_pred": 28428, + "n_ref": 22606 + }, + "5": { + "Dice": 0.7487575924903368, + "FN": 533, + "FP": 377, + "IoU": 0.5984112974404237, + "TN": 2275750, + "TP": 1356, + "n_pred": 1733, + "n_ref": 1889 + }, + "6": { + "Dice": 0.9670457775342827, + "FN": 7164, + "FP": 24836, + "IoU": 0.9361942247797704, + "TN": 1776494, + "TP": 469522, + "n_pred": 494358, + "n_ref": 476686 + }, + "7": { + "Dice": 0.7742999009591672, + "FN": 13421, + "FP": 20534, + "IoU": 0.6317205175761126, + "TN": 2185817, + "TP": 58244, + "n_pred": 78778, + "n_ref": 71665 + }, + "8": { + "Dice": 0.9358246138515197, + "FN": 897, + "FP": 391, + "IoU": 0.8793894559415676, + "TN": 2267337, + "TP": 9391, + "n_pred": 9782, + "n_ref": 10288 + }, + "9": { + "Dice": 0.0, + "FN": 32, + "FP": 0, + "IoU": 0.0, + "TN": 2277984, + "TP": 0, + "n_pred": 0, + "n_ref": 32 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0019.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0019.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9225700164744646, + "FN": 454, + "FP": 63, + "IoU": 0.8562691131498471, + "TN": 4201971, + "TP": 3080, + "n_pred": 3143, + "n_ref": 3534 + }, + "10": { + "Dice": 0.7315700619020822, + "FN": 27, + "FP": 927, + "IoU": 0.5767524401064774, + "TN": 4203314, + "TP": 1300, + "n_pred": 2227, + "n_ref": 1327 + }, + "11": { + "Dice": 0.628309104820199, + "FN": 858, + "FP": 1571, + "IoU": 0.45805443998215084, + "TN": 4201086, + "TP": 2053, + "n_pred": 3624, + "n_ref": 2911 + }, + "12": { + "Dice": 0.4563671622495152, + "FN": 227, + "FP": 614, + "IoU": 0.29564489112227804, + "TN": 4204374, + "TP": 353, + "n_pred": 967, + "n_ref": 580 + }, + "13": { + "Dice": 0.2746858168761221, + "FN": 224, + "FP": 584, + "IoU": 0.15920915712799166, + "TN": 4204607, + "TP": 153, + "n_pred": 737, + "n_ref": 377 + }, + "14": { + "Dice": 0.8768187288042883, + "FN": 1258, + "FP": 3246, + "IoU": 0.7806564721924613, + "TN": 4185034, + "TP": 16030, + "n_pred": 19276, + "n_ref": 17288 + }, + "15": { + "Dice": 0.8017802865827182, + "FN": 248, + "FP": 1578, + "IoU": 0.6691429606812829, + "TN": 4200049, + "TP": 3693, + "n_pred": 5271, + "n_ref": 3941 + }, + "2": { + "Dice": 0.10376134889753567, + "FN": 832, + "FP": 550, + "IoU": 0.05471956224350205, + "TN": 4204106, + "TP": 80, + "n_pred": 630, + "n_ref": 912 + }, + "3": { + "Dice": 0.9010982868960121, + "FN": 2324, + "FP": 1215, + "IoU": 0.8199989827577437, + "TN": 4185907, + "TP": 16122, + "n_pred": 17337, + "n_ref": 18446 + }, + "4": { + "Dice": 0.8546235586705856, + "FN": 127, + "FP": 516, + "IoU": 0.7461508093170154, + "TN": 4203035, + "TP": 1890, + "n_pred": 2406, + "n_ref": 2017 + }, + "5": { + "Dice": 0.13702848344880678, + "FN": 898, + "FP": 223, + "IoU": 0.07355371900826446, + "TN": 4204358, + "TP": 89, + "n_pred": 312, + "n_ref": 987 + }, + "6": { + "Dice": 0.9591443218362016, + "FN": 8885, + "FP": 16562, + "IoU": 0.9214959787011529, + "TN": 3881419, + "TP": 298702, + "n_pred": 315264, + "n_ref": 307587 + }, + "7": { + "Dice": 0.9451045612348786, + "FN": 5411, + "FP": 11951, + "IoU": 0.89592250236785, + "TN": 4038750, + "TP": 149456, + "n_pred": 161407, + "n_ref": 154867 + }, + "8": { + "Dice": 0.902286251174444, + "FN": 259, + "FP": 365, + "IoU": 0.8219686162624822, + "TN": 4202063, + "TP": 2881, + "n_pred": 3246, + "n_ref": 3140 + }, + "9": { + "Dice": 0.796386630532972, + "FN": 1655, + "FP": 599, + "IoU": 0.6616631642149504, + "TN": 4198906, + "TP": 4408, + "n_pred": 5007, + "n_ref": 6063 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0048.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0048.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9388396534500184, + "FN": 7441, + "FP": 3028, + "IoU": 0.8847293026943108, + "TN": 3238587, + "TP": 80352, + "n_pred": 83380, + "n_ref": 87793 + }, + "10": { + "Dice": 0.33095998035845814, + "FN": 818, + "FP": 1907, + "IoU": 0.19829361576934393, + "TN": 3326009, + "TP": 674, + "n_pred": 2581, + "n_ref": 1492 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 283, + "IoU": 0.0, + "TN": 3329125, + "TP": 0, + "n_pred": 283, + "n_ref": 0 + }, + "12": { + "Dice": 0.4768339768339768, + "FN": 224, + "FP": 318, + "IoU": 0.31305449936628643, + "TN": 3328619, + "TP": 247, + "n_pred": 565, + "n_ref": 471 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1934, + "IoU": 0.0, + "TN": 3327474, + "TP": 0, + "n_pred": 1934, + "n_ref": 0 + }, + "14": { + "Dice": 0.9254344065477266, + "FN": 1204, + "FP": 4572, + "IoU": 0.861217232513996, + "TN": 3287789, + "TP": 35843, + "n_pred": 40415, + "n_ref": 37047 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 3068, + "IoU": 0.0, + "TN": 3326340, + "TP": 0, + "n_pred": 3068, + "n_ref": 0 + }, + "2": { + "Dice": 0.9658443397780047, + "FN": 2348, + "FP": 1800, + "IoU": 0.9339448372507803, + "TN": 3266612, + "TP": 58648, + "n_pred": 60448, + "n_ref": 60996 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 4643, + "IoU": 0.0, + "TN": 3324765, + "TP": 0, + "n_pred": 4643, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9624306069421777, + "FN": 10879, + "FP": 11359, + "IoU": 0.9275819172978852, + "TN": 3022330, + "TP": 284840, + "n_pred": 296199, + "n_ref": 295719 + }, + "7": { + "Dice": 0.6465089240087951, + "FN": 146148, + "FP": 4652, + "IoU": 0.47766027828098967, + "TN": 3040707, + "TP": 137901, + "n_pred": 142553, + "n_ref": 284049 + }, + "8": { + "Dice": 0.9069870939029817, + "FN": 256, + "FP": 1416, + "IoU": 0.8298045602605864, + "TN": 3319584, + "TP": 8152, + "n_pred": 9568, + "n_ref": 8408 + }, + "9": { + "Dice": 0.7006352740847469, + "FN": 3539, + "FP": 1032, + "IoU": 0.5392137096774193, + "TN": 3319488, + "TP": 5349, + "n_pred": 6381, + "n_ref": 8888 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0049.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0049.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.11056511056511056, + "FN": 2094, + "FP": 78, + "IoU": 0.05851755526657997, + "TN": 1925245, + "TP": 135, + "n_pred": 213, + "n_ref": 2229 + }, + "10": { + "Dice": 0.7020269666934548, + "FN": 2236, + "FP": 1101, + "IoU": 0.5408640616400661, + "TN": 1920284, + "TP": 3931, + "n_pred": 5032, + "n_ref": 6167 + }, + "11": { + "Dice": 0.43998272884283246, + "FN": 944, + "FP": 1650, + "IoU": 0.28203708829227786, + "TN": 1923939, + "TP": 1019, + "n_pred": 2669, + "n_ref": 1963 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 157, + "IoU": 0.0, + "TN": 1927395, + "TP": 0, + "n_pred": 157, + "n_ref": 0 + }, + "13": { + "Dice": 0.31638160395286963, + "FN": 8847, + "FP": 146, + "IoU": 0.18791764493407984, + "TN": 1916478, + "TP": 2081, + "n_pred": 2227, + "n_ref": 10928 + }, + "14": { + "Dice": 0.8801872615882557, + "FN": 1522, + "FP": 2624, + "IoU": 0.7860129032258064, + "TN": 1908177, + "TP": 15229, + "n_pred": 17853, + "n_ref": 16751 + }, + "15": { + "Dice": 0.4607129168263703, + "FN": 49, + "FP": 1358, + "IoU": 0.2993027888446215, + "TN": 1925544, + "TP": 601, + "n_pred": 1959, + "n_ref": 650 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.75, + "FN": 18, + "FP": 2, + "IoU": 0.6, + "TN": 1927502, + "TP": 30, + "n_pred": 32, + "n_ref": 48 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 129, + "IoU": 0.0, + "TN": 1927423, + "TP": 0, + "n_pred": 129, + "n_ref": 0 + }, + "6": { + "Dice": 0.9503946350167002, + "FN": 45856, + "FP": 3437, + "IoU": 0.9054780651124261, + "TN": 1406054, + "TP": 472205, + "n_pred": 475642, + "n_ref": 518061 + }, + "7": { + "Dice": 0.7660338074505225, + "FN": 5343, + "FP": 35336, + "IoU": 0.6207899471442022, + "TN": 1820279, + "TP": 66594, + "n_pred": 101930, + "n_ref": 71937 + }, + "8": { + "Dice": 0.9260894406066587, + "FN": 208, + "FP": 1215, + "IoU": 0.8623524859740762, + "TN": 1917214, + "TP": 8915, + "n_pred": 10130, + "n_ref": 9123 + }, + "9": { + "Dice": 0.8676955202453588, + "FN": 1128, + "FP": 2927, + "IoU": 0.7663093591516829, + "TN": 1910200, + "TP": 13297, + "n_pred": 16224, + "n_ref": 14425 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0064.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0064.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8737590754185806, + "FN": 1367, + "FP": 337, + "IoU": 0.7758189711880016, + "TN": 2095183, + "TP": 5897, + "n_pred": 6234, + "n_ref": 7264 + }, + "10": { + "Dice": 0.8158843652725984, + "FN": 4233, + "FP": 7715, + "IoU": 0.6890242315400432, + "TN": 2064363, + "TP": 26473, + "n_pred": 34188, + "n_ref": 30706 + }, + "11": { + "Dice": 0.02040816326530612, + "FN": 0, + "FP": 288, + "IoU": 0.010309278350515464, + "TN": 2102493, + "TP": 3, + "n_pred": 291, + "n_ref": 3 + }, + "12": { + "Dice": 0.7447292583042621, + "FN": 1037, + "FP": 646, + "IoU": 0.5932817786370227, + "TN": 2098646, + "TP": 2455, + "n_pred": 3101, + "n_ref": 3492 + }, + "13": { + "Dice": 0.8522573057088573, + "FN": 3265, + "FP": 1634, + "IoU": 0.7425508434494719, + "TN": 2083755, + "TP": 14130, + "n_pred": 15764, + "n_ref": 17395 + }, + "14": { + "Dice": 0.9484657892823384, + "FN": 1481, + "FP": 4189, + "IoU": 0.9019828167407126, + "TN": 2044937, + "TP": 52177, + "n_pred": 56366, + "n_ref": 53658 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 2008, + "IoU": 0.0, + "TN": 2100776, + "TP": 0, + "n_pred": 2008, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.735519888346127, + "FN": 78, + "FP": 301, + "IoU": 0.5816777041942605, + "TN": 2101878, + "TP": 527, + "n_pred": 828, + "n_ref": 605 + }, + "4": { + "Dice": 0.8686951613730822, + "FN": 2985, + "FP": 2133, + "IoU": 0.7678701015965167, + "TN": 2080736, + "TP": 16930, + "n_pred": 19063, + "n_ref": 19915 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9594738476553836, + "FN": 6077, + "FP": 4885, + "IoU": 0.9221045002025198, + "TN": 1962057, + "TP": 129765, + "n_pred": 134650, + "n_ref": 135842 + }, + "7": { + "Dice": 0.9188472589135926, + "FN": 11146, + "FP": 5688, + "IoU": 0.8498773799438177, + "TN": 1990649, + "TP": 95301, + "n_pred": 100989, + "n_ref": 106447 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.6614408361328854, + "FN": 114, + "FP": 793, + "IoU": 0.49414389291689903, + "TN": 2100991, + "TP": 886, + "n_pred": 1679, + "n_ref": 1000 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0066.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0066.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9347836323397843, + "FN": 449, + "FP": 936, + "IoU": 0.877552824683936, + "TN": 2266705, + "TP": 9926, + "n_pred": 10862, + "n_ref": 10375 + }, + "10": { + "Dice": 0.0, + "FN": 3, + "FP": 6779, + "IoU": 0.0, + "TN": 2271234, + "TP": 0, + "n_pred": 6779, + "n_ref": 3 + }, + "11": { + "Dice": 0.6083971481383681, + "FN": 806, + "FP": 677, + "IoU": 0.43719165085388995, + "TN": 2275381, + "TP": 1152, + "n_pred": 1829, + "n_ref": 1958 + }, + "12": { + "Dice": 0.1940700808625337, + "FN": 84, + "FP": 1112, + "IoU": 0.10746268656716418, + "TN": 2276676, + "TP": 144, + "n_pred": 1256, + "n_ref": 228 + }, + "13": { + "Dice": 0.4135429262394196, + "FN": 207, + "FP": 763, + "IoU": 0.2606707317073171, + "TN": 2276704, + "TP": 342, + "n_pred": 1105, + "n_ref": 549 + }, + "14": { + "Dice": 0.8258846918489066, + "FN": 983, + "FP": 7775, + "IoU": 0.7034102069152359, + "TN": 2248487, + "TP": 20771, + "n_pred": 28546, + "n_ref": 21754 + }, + "15": { + "Dice": 0.6540122078308769, + "FN": 569, + "FP": 4079, + "IoU": 0.4858975777015817, + "TN": 2268975, + "TP": 4393, + "n_pred": 8472, + "n_ref": 4962 + }, + "2": { + "Dice": 0.9462132898575094, + "FN": 1938, + "FP": 5419, + "IoU": 0.8979172737237925, + "TN": 2205947, + "TP": 64712, + "n_pred": 70131, + "n_ref": 66650 + }, + "3": { + "Dice": 0.9564917656070471, + "FN": 2313, + "FP": 2231, + "IoU": 0.9166116127137929, + "TN": 2223524, + "TP": 49948, + "n_pred": 52179, + "n_ref": 52261 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9366258162444098, + "FN": 1844, + "FP": 4377, + "IoU": 0.8808054874310239, + "TN": 2225824, + "TP": 45971, + "n_pred": 50348, + "n_ref": 47815 + }, + "7": { + "Dice": 0.8043065231158961, + "FN": 7084, + "FP": 7748, + "IoU": 0.6726694915254238, + "TN": 2232704, + "TP": 30480, + "n_pred": 38228, + "n_ref": 37564 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0075.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0075.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9600591407925699, + "FN": 1799, + "FP": 2037, + "IoU": 0.9231862872704699, + "TN": 1877613, + "TP": 46103, + "n_pred": 48140, + "n_ref": 47902 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 28, + "IoU": 0.0, + "TN": 1927524, + "TP": 0, + "n_pred": 28, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.8228092783505154, + "FN": 406, + "FP": 144, + "IoU": 0.69896004378763, + "TN": 1925725, + "TP": 1277, + "n_pred": 1421, + "n_ref": 1683 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7781131661269963, + "FN": 599, + "FP": 3444, + "IoU": 0.6368127919511318, + "TN": 1916420, + "TP": 7089, + "n_pred": 10533, + "n_ref": 7688 + }, + "6": { + "Dice": 0.9505860461880913, + "FN": 1456, + "FP": 9910, + "IoU": 0.9058256208002253, + "TN": 1806861, + "TP": 109325, + "n_pred": 119235, + "n_ref": 110781 + }, + "7": { + "Dice": 0.8997947586669087, + "FN": 3323, + "FP": 3854, + "IoU": 0.8178426395939087, + "TN": 1888152, + "TP": 32223, + "n_pred": 36077, + "n_ref": 35546 + }, + "8": { + "Dice": 0.9287190082644629, + "FN": 1658, + "FP": 688, + "IoU": 0.866923818707811, + "TN": 1909923, + "TP": 15283, + "n_pred": 15971, + "n_ref": 16941 + }, + "9": { + "Dice": 0.8252072968490879, + "FN": 303, + "FP": 224, + "IoU": 0.7024280067758328, + "TN": 1925781, + "TP": 1244, + "n_pred": 1468, + "n_ref": 1547 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0081.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0081.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9135309768148993, + "FN": 425, + "FP": 485, + "IoU": 0.8408256078362778, + "TN": 1921835, + "TP": 4807, + "n_pred": 5292, + "n_ref": 5232 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.2463768115942029, + "FN": 98, + "FP": 6, + "IoU": 0.14049586776859505, + "TN": 1927431, + "TP": 17, + "n_pred": 23, + "n_ref": 115 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9462349345877828, + "FN": 3044, + "FP": 4785, + "IoU": 0.8979562576575167, + "TN": 1850830, + "TP": 68893, + "n_pred": 73678, + "n_ref": 71937 + }, + "15": { + "Dice": 0.9041414819789568, + "FN": 1285, + "FP": 856, + "IoU": 0.8250531132537996, + "TN": 1915314, + "TP": 10097, + "n_pred": 10953, + "n_ref": 11382 + }, + "2": { + "Dice": 0.8599033816425121, + "FN": 78, + "FP": 96, + "IoU": 0.7542372881355932, + "TN": 1926844, + "TP": 534, + "n_pred": 630, + "n_ref": 612 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 1927546, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7276946879834967, + "FN": 714, + "FP": 1398, + "IoU": 0.5719497365220916, + "TN": 1922618, + "TP": 2822, + "n_pred": 4220, + "n_ref": 3536 + }, + "6": { + "Dice": 0.9505458552880808, + "FN": 381, + "FP": 2491, + "IoU": 0.9057526334788173, + "TN": 1897079, + "TP": 27601, + "n_pred": 30092, + "n_ref": 27982 + }, + "7": { + "Dice": 0.9381386429903597, + "FN": 82, + "FP": 2273, + "IoU": 0.8834850583811598, + "TN": 1907340, + "TP": 17857, + "n_pred": 20130, + "n_ref": 17939 + }, + "8": { + "Dice": 0.9277693592881844, + "FN": 1172, + "FP": 2546, + "IoU": 0.8652703290331932, + "TN": 1899956, + "TP": 23878, + "n_pred": 26424, + "n_ref": 25050 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0094.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0094.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9798875702685821, + "FN": 414, + "FP": 713, + "IoU": 0.9605682096497673, + "TN": 2249435, + "TP": 27454, + "n_pred": 28167, + "n_ref": 27868 + }, + "10": { + "Dice": 0.7200580942994969, + "FN": 1046, + "FP": 4351, + "IoU": 0.5625709191116874, + "TN": 2265678, + "TP": 6941, + "n_pred": 11292, + "n_ref": 7987 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7623402951298854, + "FN": 2685, + "FP": 2356, + "IoU": 0.6159530702422673, + "TN": 2264890, + "TP": 8085, + "n_pred": 10441, + "n_ref": 10770 + }, + "14": { + "Dice": 0.975739442917771, + "FN": 2957, + "FP": 3011, + "IoU": 0.9526281532282389, + "TN": 2152034, + "TP": 120014, + "n_pred": 123025, + "n_ref": 122971 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 3013, + "IoU": 0.0, + "TN": 2275003, + "TP": 0, + "n_pred": 3013, + "n_ref": 0 + }, + "2": { + "Dice": 0.9488444420612365, + "FN": 3274, + "FP": 542, + "IoU": 0.9026679589858695, + "TN": 2238810, + "TP": 35390, + "n_pred": 35932, + "n_ref": 38664 + }, + "3": { + "Dice": 0.9642170886886716, + "FN": 1191, + "FP": 485, + "IoU": 0.9309065424413572, + "TN": 2253759, + "TP": 22581, + "n_pred": 23066, + "n_ref": 23772 + }, + "4": { + "Dice": 0.9492237043516292, + "FN": 225, + "FP": 936, + "IoU": 0.903354699076001, + "TN": 2266003, + "TP": 10852, + "n_pred": 11788, + "n_ref": 11077 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9786892492054249, + "FN": 2624, + "FP": 12563, + "IoU": 0.9582678420294793, + "TN": 1914100, + "TP": 348729, + "n_pred": 361292, + "n_ref": 351353 + }, + "7": { + "Dice": 0.9809914666698998, + "FN": 4603, + "FP": 4804, + "IoU": 0.9626921017668405, + "TN": 2025871, + "TP": 242738, + "n_pred": 247542, + "n_ref": 247341 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 68, + "IoU": 0.0, + "TN": 2277948, + "TP": 0, + "n_pred": 68, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0104.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0104.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9725717453198619, + "FN": 3321, + "FP": 2122, + "IoU": 0.9466079416150043, + "TN": 4103624, + "TP": 96501, + "n_pred": 98623, + "n_ref": 99822 + }, + "10": { + "Dice": 0.778673648507929, + "FN": 769, + "FP": 6670, + "IoU": 0.6375639464068209, + "TN": 4185043, + "TP": 13086, + "n_pred": 19756, + "n_ref": 13855 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 63, + "IoU": 0.0, + "TN": 4205505, + "TP": 0, + "n_pred": 63, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 4205563, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "13": { + "Dice": 0.5817510274150757, + "FN": 10690, + "FP": 5390, + "IoU": 0.4101896343029014, + "TN": 4178305, + "TP": 11183, + "n_pred": 16573, + "n_ref": 21873 + }, + "14": { + "Dice": 0.12867842425579273, + "FN": 9564, + "FP": 77339, + "IoU": 0.06876339477068152, + "TN": 4112248, + "TP": 6417, + "n_pred": 83756, + "n_ref": 15981 + }, + "15": { + "Dice": 0.7716206395348837, + "FN": 165, + "FP": 2349, + "IoU": 0.6281615145688507, + "TN": 4198807, + "TP": 4247, + "n_pred": 6596, + "n_ref": 4412 + }, + "2": { + "Dice": 0.7745676929565584, + "FN": 3963, + "FP": 313, + "IoU": 0.6320770951643435, + "TN": 4193946, + "TP": 7346, + "n_pred": 7659, + "n_ref": 11309 + }, + "3": { + "Dice": 0.40220775544862725, + "FN": 84, + "FP": 4140, + "IoU": 0.2517271922054916, + "TN": 4199923, + "TP": 1421, + "n_pred": 5561, + "n_ref": 1505 + }, + "4": { + "Dice": 0.8723404255319149, + "FN": 1240, + "FP": 3416, + "IoU": 0.7735849056603774, + "TN": 4185004, + "TP": 15908, + "n_pred": 19324, + "n_ref": 17148 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4205568, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8942551843130139, + "FN": 1152, + "FP": 73435, + "IoU": 0.8087355885611127, + "TN": 3815600, + "TP": 315381, + "n_pred": 388816, + "n_ref": 316533 + }, + "7": { + "Dice": 0.8376996039278318, + "FN": 33400, + "FP": 24829, + "IoU": 0.7207255600692563, + "TN": 3997067, + "TP": 150272, + "n_pred": 175101, + "n_ref": 183672 + }, + "8": { + "Dice": 0.9641025641025641, + "FN": 303, + "FP": 761, + "IoU": 0.9306930693069307, + "TN": 4190216, + "TP": 14288, + "n_pred": 15049, + "n_ref": 14591 + }, + "9": { + "Dice": 0.8375447406378546, + "FN": 747, + "FP": 5335, + "IoU": 0.7204963235294117, + "TN": 4183808, + "TP": 15678, + "n_pred": 21013, + "n_ref": 16425 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0111.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0111.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6236332007952287, + "FN": 5778, + "FP": 280, + "IoU": 0.45310102013180464, + "TN": 4194491, + "TP": 5019, + "n_pred": 5299, + "n_ref": 10797 + }, + "10": { + "Dice": 0.7852998065764023, + "FN": 109, + "FP": 2, + "IoU": 0.6464968152866242, + "TN": 4205254, + "TP": 203, + "n_pred": 205, + "n_ref": 312 + }, + "11": { + "Dice": 0.6564768819258693, + "FN": 706, + "FP": 1092, + "IoU": 0.48862343572241185, + "TN": 4202052, + "TP": 1718, + "n_pred": 2810, + "n_ref": 2424 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 30, + "IoU": 0.0, + "TN": 4205538, + "TP": 0, + "n_pred": 30, + "n_ref": 0 + }, + "13": { + "Dice": 0.21784615384615386, + "FN": 216, + "FP": 8681, + "IoU": 0.12223756906077347, + "TN": 4195432, + "TP": 1239, + "n_pred": 9920, + "n_ref": 1455 + }, + "14": { + "Dice": 0.6180758017492711, + "FN": 223, + "FP": 170, + "IoU": 0.4472573839662447, + "TN": 4204857, + "TP": 318, + "n_pred": 488, + "n_ref": 541 + }, + "15": { + "Dice": 0.4609386076846732, + "FN": 212, + "FP": 7392, + "IoU": 0.29949332105020726, + "TN": 4194713, + "TP": 3251, + "n_pred": 10643, + "n_ref": 3463 + }, + "2": { + "Dice": 0.9795260811761946, + "FN": 702, + "FP": 607, + "IoU": 0.9598737048617497, + "TN": 4172946, + "TP": 31313, + "n_pred": 31920, + "n_ref": 32015 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 4205560, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "4": { + "Dice": 0.8957015197964908, + "FN": 184, + "FP": 3014, + "IoU": 0.8111045481393975, + "TN": 4188638, + "TP": 13732, + "n_pred": 16746, + "n_ref": 13916 + }, + "5": { + "Dice": 0.787945034353529, + "FN": 1334, + "FP": 1382, + "IoU": 0.6500901829425406, + "TN": 4197806, + "TP": 5046, + "n_pred": 6428, + "n_ref": 6380 + }, + "6": { + "Dice": 0.9401864144003178, + "FN": 21374, + "FP": 7831, + "IoU": 0.8871243274998454, + "TN": 3946832, + "TP": 229531, + "n_pred": 237362, + "n_ref": 250905 + }, + "7": { + "Dice": 0.396019990094998, + "FN": 337, + "FP": 13078, + "IoU": 0.24689833267838096, + "TN": 4187755, + "TP": 4398, + "n_pred": 17476, + "n_ref": 4735 + }, + "8": { + "Dice": 0.9684972592822422, + "FN": 1128, + "FP": 395, + "IoU": 0.9389187454880885, + "TN": 4180634, + "TP": 23411, + "n_pred": 23806, + "n_ref": 24539 + }, + "9": { + "Dice": 0.7891944042450555, + "FN": 1422, + "FP": 326, + "IoU": 0.651792828685259, + "TN": 4200548, + "TP": 3272, + "n_pred": 3598, + "n_ref": 4694 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0124.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0124.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9271457085828343, + "FN": 143, + "FP": 3, + "IoU": 0.8641860465116279, + "TN": 4204493, + "TP": 929, + "n_pred": 932, + "n_ref": 1072 + }, + "10": { + "Dice": 0.0, + "FN": 8, + "FP": 0, + "IoU": 0.0, + "TN": 4205560, + "TP": 0, + "n_pred": 0, + "n_ref": 8 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4205568, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4205568, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.10885805763073639, + "FN": 74, + "FP": 761, + "IoU": 0.05756207674943566, + "TN": 4204682, + "TP": 51, + "n_pred": 812, + "n_ref": 125 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4205568, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4205568, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9452892025155747, + "FN": 7150, + "FP": 2115, + "IoU": 0.8962544090476458, + "TN": 4116263, + "TP": 80040, + "n_pred": 82155, + "n_ref": 87190 + }, + "3": { + "Dice": 0.9560778594267123, + "FN": 2567, + "FP": 565, + "IoU": 0.9158516926383665, + "TN": 4168348, + "TP": 34088, + "n_pred": 34653, + "n_ref": 36655 + }, + "4": { + "Dice": 0.0, + "FN": 2, + "FP": 0, + "IoU": 0.0, + "TN": 4205566, + "TP": 0, + "n_pred": 0, + "n_ref": 2 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4205568, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.965105290686686, + "FN": 451, + "FP": 7488, + "IoU": 0.9325637497239352, + "TN": 4087842, + "TP": 109787, + "n_pred": 117275, + "n_ref": 110238 + }, + "7": { + "Dice": 0.3858960598438358, + "FN": 36880, + "FP": 113024, + "IoU": 0.2390775774988198, + "TN": 4008565, + "TP": 47099, + "n_pred": 160123, + "n_ref": 83979 + }, + "8": { + "Dice": 0.8800859406472405, + "FN": 116, + "FP": 2563, + "IoU": 0.7858513189448442, + "TN": 4193058, + "TP": 9831, + "n_pred": 12394, + "n_ref": 9947 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 38, + "IoU": 0.0, + "TN": 4205530, + "TP": 0, + "n_pred": 38, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0131.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0131.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8874493927125506, + "FN": 63, + "FP": 215, + "IoU": 0.7976710334788938, + "TN": 1400482, + "TP": 1096, + "n_pred": 1311, + "n_ref": 1159 + }, + "10": { + "Dice": 0.9088754279694495, + "FN": 913, + "FP": 1855, + "IoU": 0.8329712768525224, + "TN": 1385284, + "TP": 13804, + "n_pred": 15659, + "n_ref": 14717 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.10789814415192059, + "FN": 2042, + "FP": 25, + "IoU": 0.057025547445255474, + "TN": 1399664, + "TP": 125, + "n_pred": 150, + "n_ref": 2167 + }, + "13": { + "Dice": 0.38264866417696064, + "FN": 1979, + "FP": 170, + "IoU": 0.23658969804618118, + "TN": 1399041, + "TP": 666, + "n_pred": 836, + "n_ref": 2645 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1743, + "IoU": 0.0, + "TN": 1400113, + "TP": 0, + "n_pred": 1743, + "n_ref": 0 + }, + "15": { + "Dice": 0.8180823301624716, + "FN": 23636, + "FP": 135, + "IoU": 0.6921652421652421, + "TN": 1324636, + "TP": 53449, + "n_pred": 53584, + "n_ref": 77085 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 1401850, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "3": { + "Dice": 0.9462352871591648, + "FN": 2380, + "FP": 2165, + "IoU": 0.8979568926807364, + "TN": 1357316, + "TP": 39995, + "n_pred": 42160, + "n_ref": 42375 + }, + "4": { + "Dice": 0.0, + "FN": 10, + "FP": 0, + "IoU": 0.0, + "TN": 1401846, + "TP": 0, + "n_pred": 0, + "n_ref": 10 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9790472665444472, + "FN": 1597, + "FP": 2026, + "IoU": 0.958954547514388, + "TN": 1313588, + "TP": 84645, + "n_pred": 86671, + "n_ref": 86242 + }, + "7": { + "Dice": 0.8307733404567917, + "FN": 3630, + "FP": 1438, + "IoU": 0.7105323280785927, + "TN": 1384348, + "TP": 12440, + "n_pred": 13878, + "n_ref": 16070 + }, + "8": { + "Dice": 0.9311424100156495, + "FN": 543, + "FP": 1041, + "IoU": 0.8711566617862372, + "TN": 1389562, + "TP": 10710, + "n_pred": 11751, + "n_ref": 11253 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0133.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0133.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9327703799935044, + "FN": 361, + "FP": 674, + "IoU": 0.8740109555690809, + "TN": 1919337, + "TP": 7180, + "n_pred": 7854, + "n_ref": 7541 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.2930038225620055, + "FN": 7925, + "FP": 28, + "IoU": 0.17164878658473076, + "TN": 1917951, + "TP": 1648, + "n_pred": 1676, + "n_ref": 9573 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 2496, + "IoU": 0.0, + "TN": 1925056, + "TP": 0, + "n_pred": 2496, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 259, + "IoU": 0.0, + "TN": 1927293, + "TP": 0, + "n_pred": 259, + "n_ref": 0 + }, + "3": { + "Dice": 0.7762803234501348, + "FN": 248, + "FP": 1, + "IoU": 0.6343612334801763, + "TN": 1926871, + "TP": 432, + "n_pred": 433, + "n_ref": 680 + }, + "4": { + "Dice": 0.9421915444348576, + "FN": 86, + "FP": 48, + "IoU": 0.8907014681892332, + "TN": 1926326, + "TP": 1092, + "n_pred": 1140, + "n_ref": 1178 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 1927549, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "7": { + "Dice": 0.14050091631032377, + "FN": 64, + "FP": 2750, + "IoU": 0.07555847568988174, + "TN": 1924508, + "TP": 230, + "n_pred": 2980, + "n_ref": 294 + }, + "8": { + "Dice": 0.76738768718802, + "FN": 54, + "FP": 645, + "IoU": 0.6225701943844493, + "TN": 1925700, + "TP": 1153, + "n_pred": 1798, + "n_ref": 1207 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0134.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0134.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9222885643406411, + "FN": 11517, + "FP": 418, + "IoU": 0.8557843350491795, + "TN": 3246650, + "TP": 70823, + "n_pred": 71241, + "n_ref": 82340 + }, + "10": { + "Dice": 0.8169222437954855, + "FN": 10628, + "FP": 3233, + "IoU": 0.690505961684455, + "TN": 3284622, + "TP": 30925, + "n_pred": 34158, + "n_ref": 41553 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7822280586561611, + "FN": 146, + "FP": 849, + "IoU": 0.6423436376707404, + "TN": 3326626, + "TP": 1787, + "n_pred": 2636, + "n_ref": 1933 + }, + "13": { + "Dice": 0.7554108806316445, + "FN": 5727, + "FP": 8399, + "IoU": 0.6069560378408458, + "TN": 3293468, + "TP": 21814, + "n_pred": 30213, + "n_ref": 27541 + }, + "14": { + "Dice": 0.7651695233329163, + "FN": 203, + "FP": 1674, + "IoU": 0.6196555217831814, + "TN": 3324473, + "TP": 3058, + "n_pred": 4732, + "n_ref": 3261 + }, + "15": { + "Dice": 0.6644413537320353, + "FN": 17767, + "FP": 328, + "IoU": 0.49750069425159676, + "TN": 3293398, + "TP": 17915, + "n_pred": 18243, + "n_ref": 35682 + }, + "2": { + "Dice": 0.913856234341877, + "FN": 207, + "FP": 1134, + "IoU": 0.8413768630234209, + "TN": 3320954, + "TP": 7113, + "n_pred": 8247, + "n_ref": 7320 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 573, + "IoU": 0.0, + "TN": 3328835, + "TP": 0, + "n_pred": 573, + "n_ref": 0 + }, + "4": { + "Dice": 0.6777942108599198, + "FN": 1112, + "FP": 413, + "IoU": 0.5126238414829019, + "TN": 3326279, + "TP": 1604, + "n_pred": 2017, + "n_ref": 2716 + }, + "5": { + "Dice": 0.233630494927759, + "FN": 1721, + "FP": 772, + "IoU": 0.13226592412112775, + "TN": 3326535, + "TP": 380, + "n_pred": 1152, + "n_ref": 2101 + }, + "6": { + "Dice": 0.6469677533507321, + "FN": 578, + "FP": 7403, + "IoU": 0.47816137047208057, + "TN": 3314114, + "TP": 7313, + "n_pred": 14716, + "n_ref": 7891 + }, + "7": { + "Dice": 0.8999472306022681, + "FN": 4619, + "FP": 5430, + "IoU": 0.8180946002208425, + "TN": 3274165, + "TP": 45194, + "n_pred": 50624, + "n_ref": 49813 + }, + "8": { + "Dice": 0.9709240424150617, + "FN": 1616, + "FP": 1743, + "IoU": 0.9434911342148649, + "TN": 3269966, + "TP": 56083, + "n_pred": 57826, + "n_ref": 57699 + }, + "9": { + "Dice": 0.8799420800805843, + "FN": 149, + "FP": 3665, + "IoU": 0.7856219436793884, + "TN": 3311617, + "TP": 13977, + "n_pred": 17642, + "n_ref": 14126 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0161.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0161.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 11414, + "IoU": 0.0, + "TN": 4544618, + "TP": 0, + "n_pred": 11414, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1875, + "IoU": 0.0, + "TN": 4554157, + "TP": 0, + "n_pred": 1875, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 46, + "IoU": 0.0, + "TN": 4555986, + "TP": 0, + "n_pred": 46, + "n_ref": 0 + }, + "12": { + "Dice": 0.8194070080862533, + "FN": 27, + "FP": 40, + "IoU": 0.6940639269406392, + "TN": 4555813, + "TP": 152, + "n_pred": 192, + "n_ref": 179 + }, + "13": { + "Dice": 0.5366226227755289, + "FN": 5659, + "FP": 408, + "IoU": 0.3667014613778706, + "TN": 4546452, + "TP": 3513, + "n_pred": 3921, + "n_ref": 9172 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 95970, + "IoU": 0.0, + "TN": 4460062, + "TP": 0, + "n_pred": 95970, + "n_ref": 0 + }, + "15": { + "Dice": 0.0011087920688755545, + "FN": 856, + "FP": 29774, + "IoU": 0.0005547035598916696, + "TN": 4525385, + "TP": 17, + "n_pred": 29791, + "n_ref": 873 + }, + "2": { + "Dice": 0.9601567602873938, + "FN": 39, + "FP": 22, + "IoU": 0.9233668341708543, + "TN": 4555236, + "TP": 735, + "n_pred": 757, + "n_ref": 774 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4556032, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1382, + "IoU": 0.0, + "TN": 4554650, + "TP": 0, + "n_pred": 1382, + "n_ref": 0 + }, + "5": { + "Dice": 0.39664898073163923, + "FN": 3600, + "FP": 7203, + "IoU": 0.24738748780827644, + "TN": 4541678, + "TP": 3551, + "n_pred": 10754, + "n_ref": 7151 + }, + "6": { + "Dice": 0.8207581922606788, + "FN": 5600, + "FP": 37218, + "IoU": 0.6960049981895762, + "TN": 4415181, + "TP": 98033, + "n_pred": 135251, + "n_ref": 103633 + }, + "7": { + "Dice": 0.5942037645652823, + "FN": 4452, + "FP": 77040, + "IoU": 0.4226812887868741, + "TN": 4414876, + "TP": 59664, + "n_pred": 136704, + "n_ref": 64116 + }, + "8": { + "Dice": 0.9636669099054763, + "FN": 341, + "FP": 1800, + "IoU": 0.9298814436366019, + "TN": 4525498, + "TP": 28393, + "n_pred": 30193, + "n_ref": 28734 + }, + "9": { + "Dice": 0.5896234912628355, + "FN": 1293, + "FP": 3263, + "IoU": 0.41806105505173075, + "TN": 4548203, + "TP": 3273, + "n_pred": 6536, + "n_ref": 4566 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0171.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0171.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.91783985573729, + "FN": 7270, + "FP": 521, + "IoU": 0.8481552943927966, + "TN": 2051475, + "TP": 43518, + "n_pred": 44039, + "n_ref": 50788 + }, + "10": { + "Dice": 0.8118794326241134, + "FN": 3161, + "FP": 3205, + "IoU": 0.6833308461423668, + "TN": 2082681, + "TP": 13737, + "n_pred": 16942, + "n_ref": 16898 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.05908632367776337, + "FN": 5172, + "FP": 1357, + "IoU": 0.030442530442530442, + "TN": 2096050, + "TP": 205, + "n_pred": 1562, + "n_ref": 5377 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.946257197696737, + "FN": 15, + "FP": 41, + "IoU": 0.8979963570127505, + "TN": 2102235, + "TP": 493, + "n_pred": 534, + "n_ref": 508 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.7227043482211822, + "FN": 362, + "FP": 5741, + "IoU": 0.5658081957882755, + "TN": 2088728, + "TP": 7953, + "n_pred": 13694, + "n_ref": 8315 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9852881643305853, + "FN": 2710, + "FP": 6557, + "IoU": 0.9710029288074497, + "TN": 1783200, + "TP": 310317, + "n_pred": 316874, + "n_ref": 313027 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 20401, + "IoU": 0.0, + "TN": 2082383, + "TP": 0, + "n_pred": 20401, + "n_ref": 0 + }, + "8": { + "Dice": 0.9667034330621812, + "FN": 208, + "FP": 758, + "IoU": 0.9355527386750283, + "TN": 2087795, + "TP": 14023, + "n_pred": 14781, + "n_ref": 14231 + }, + "9": { + "Dice": 0.9059996330499663, + "FN": 1241, + "FP": 1833, + "IoU": 0.8281529516994633, + "TN": 2084896, + "TP": 14814, + "n_pred": 16647, + "n_ref": 16055 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0181.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0181.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8704512372634643, + "FN": 78, + "FP": 100, + "IoU": 0.770618556701031, + "TN": 2802936, + "TP": 598, + "n_pred": 698, + "n_ref": 676 + }, + "10": { + "Dice": 0.8274697938877044, + "FN": 1205, + "FP": 737, + "IoU": 0.7057129868161842, + "TN": 2797113, + "TP": 4657, + "n_pred": 5394, + "n_ref": 5862 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 2803711, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "12": { + "Dice": 0.683089770354906, + "FN": 229, + "FP": 530, + "IoU": 0.518706404565631, + "TN": 2802135, + "TP": 818, + "n_pred": 1348, + "n_ref": 1047 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8817120622568093, + "FN": 244, + "FP": 3708, + "IoU": 0.7884481558803061, + "TN": 2785031, + "TP": 14729, + "n_pred": 18437, + "n_ref": 14973 + }, + "15": { + "Dice": 0.8503350707371556, + "FN": 117, + "FP": 84, + "IoU": 0.7396373056994818, + "TN": 2802940, + "TP": 571, + "n_pred": 655, + "n_ref": 688 + }, + "2": { + "Dice": 0.9520067825537645, + "FN": 6226, + "FP": 2435, + "IoU": 0.9084092976036886, + "TN": 2709150, + "TP": 85901, + "n_pred": 88336, + "n_ref": 92127 + }, + "3": { + "Dice": 0.946441672780631, + "FN": 3054, + "FP": 7823, + "IoU": 0.8983286908077994, + "TN": 2696730, + "TP": 96105, + "n_pred": 103928, + "n_ref": 99159 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9740570476113665, + "FN": 671, + "FP": 1259, + "IoU": 0.9494261307059378, + "TN": 2765550, + "TP": 36232, + "n_pred": 37491, + "n_ref": 36903 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 2803705, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "8": { + "Dice": 0.8523691964641236, + "FN": 796, + "FP": 8473, + "IoU": 0.7427207372248591, + "TN": 2767685, + "TP": 26758, + "n_pred": 35231, + "n_ref": 27554 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0188.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0188.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9754999937147238, + "FN": 1064, + "FP": 885, + "IoU": 0.9521717791411043, + "TN": 3288658, + "TP": 38801, + "n_pred": 39686, + "n_ref": 39865 + }, + "10": { + "Dice": 0.6724137931034483, + "FN": 50, + "FP": 102, + "IoU": 0.5064935064935064, + "TN": 3329100, + "TP": 156, + "n_pred": 258, + "n_ref": 206 + }, + "11": { + "Dice": 0.7714071731713406, + "FN": 1410, + "FP": 1337, + "IoU": 0.6278786236792198, + "TN": 3322026, + "TP": 4635, + "n_pred": 5972, + "n_ref": 6045 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 43, + "IoU": 0.0, + "TN": 3329365, + "TP": 0, + "n_pred": 43, + "n_ref": 0 + }, + "13": { + "Dice": 0.8631667132086009, + "FN": 1302, + "FP": 1638, + "IoU": 0.7592729059199214, + "TN": 3317195, + "TP": 9273, + "n_pred": 10911, + "n_ref": 10575 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9662896347116633, + "FN": 267, + "FP": 1551, + "IoU": 0.9347779292530674, + "TN": 3301534, + "TP": 26056, + "n_pred": 27607, + "n_ref": 26323 + }, + "3": { + "Dice": 0.963334232949069, + "FN": 388, + "FP": 563, + "IoU": 0.9292621243677477, + "TN": 3315964, + "TP": 12493, + "n_pred": 13056, + "n_ref": 12881 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.9026612323183889, + "FN": 686, + "FP": 126, + "IoU": 0.8225912169543369, + "TN": 3324831, + "TP": 3765, + "n_pred": 3891, + "n_ref": 4451 + }, + "6": { + "Dice": 0.9730035883712443, + "FN": 1429, + "FP": 12775, + "IoU": 0.9474264733097929, + "TN": 3059234, + "TP": 255970, + "n_pred": 268745, + "n_ref": 257399 + }, + "7": { + "Dice": 0.9470427704324096, + "FN": 5197, + "FP": 3807, + "IoU": 0.8994123824206269, + "TN": 3239894, + "TP": 80510, + "n_pred": 84317, + "n_ref": 85707 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 3329400, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "9": { + "Dice": 0.9289333506560998, + "FN": 951, + "FP": 690, + "IoU": 0.8672974284327997, + "TN": 3317042, + "TP": 10725, + "n_pred": 11415, + "n_ref": 11676 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0214.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0214.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9235634063897067, + "FN": 440, + "FP": 1663, + "IoU": 0.8579821717990276, + "TN": 1562280, + "TP": 12705, + "n_pred": 14368, + "n_ref": 13145 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6893868658574541, + "FN": 538, + "FP": 1458, + "IoU": 0.5260033246259795, + "TN": 1572877, + "TP": 2215, + "n_pred": 3673, + "n_ref": 2753 + }, + "13": { + "Dice": 0.0, + "FN": 266, + "FP": 0, + "IoU": 0.0, + "TN": 1576822, + "TP": 0, + "n_pred": 0, + "n_ref": 266 + }, + "14": { + "Dice": 0.2787469010592743, + "FN": 6132, + "FP": 41871, + "IoU": 0.16194416801969308, + "TN": 1519809, + "TP": 9276, + "n_pred": 51147, + "n_ref": 15408 + }, + "15": { + "Dice": 0.561518022181146, + "FN": 15182, + "FP": 0, + "IoU": 0.39035457575392524, + "TN": 1552185, + "TP": 9721, + "n_pred": 9721, + "n_ref": 24903 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.940926856504746, + "FN": 231, + "FP": 827, + "IoU": 0.8884436946436103, + "TN": 1567604, + "TP": 8426, + "n_pred": 9253, + "n_ref": 8657 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7856315179606026, + "FN": 648, + "FP": 92, + "IoU": 0.6469465648854962, + "TN": 1574992, + "TP": 1356, + "n_pred": 1448, + "n_ref": 2004 + }, + "7": { + "Dice": 0.9599949119124849, + "FN": 928, + "FP": 2217, + "IoU": 0.9230675146771037, + "TN": 1536208, + "TP": 37735, + "n_pred": 39952, + "n_ref": 38663 + }, + "8": { + "Dice": 0.8826984928630286, + "FN": 362, + "FP": 4051, + "IoU": 0.7900271209021269, + "TN": 1556071, + "TP": 16604, + "n_pred": 20655, + "n_ref": 16966 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0230.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0230.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3504640, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 6233, + "IoU": 0.0, + "TN": 3498407, + "TP": 0, + "n_pred": 6233, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3504640, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3504640, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.272397653108313, + "FN": 8956, + "FP": 2081, + "IoU": 0.15767381515683432, + "TN": 3491537, + "TP": 2066, + "n_pred": 4147, + "n_ref": 11022 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3504640, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3504640, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9494766075624866, + "FN": 1834, + "FP": 1004, + "IoU": 0.9038129130655821, + "TN": 3475135, + "TP": 26667, + "n_pred": 27671, + "n_ref": 28501 + }, + "3": { + "Dice": 0.3188264058679707, + "FN": 8, + "FP": 1385, + "IoU": 0.18964514252472367, + "TN": 3502921, + "TP": 326, + "n_pred": 1711, + "n_ref": 334 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3504640, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7690798508926819, + "FN": 603, + "FP": 574, + "IoU": 0.6248007650621613, + "TN": 3501503, + "TP": 1960, + "n_pred": 2534, + "n_ref": 2563 + }, + "6": { + "Dice": 0.6885245901639344, + "FN": 69, + "FP": 140, + "IoU": 0.525, + "TN": 3504200, + "TP": 231, + "n_pred": 371, + "n_ref": 300 + }, + "7": { + "Dice": 0.006016847172081829, + "FN": 160, + "FP": 11404, + "IoU": 0.0030175015087507543, + "TN": 3493041, + "TP": 35, + "n_pred": 11439, + "n_ref": 195 + }, + "8": { + "Dice": 0.49805186080881364, + "FN": 7042, + "FP": 430, + "IoU": 0.33160390016996155, + "TN": 3493461, + "TP": 3707, + "n_pred": 4137, + "n_ref": 10749 + }, + "9": { + "Dice": 0.7607711651299246, + "FN": 4918, + "FP": 3644, + "IoU": 0.6139069264069265, + "TN": 3482464, + "TP": 13614, + "n_pred": 17258, + "n_ref": 18532 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0245.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0245.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9549513191746961, + "FN": 148, + "FP": 745, + "IoU": 0.9137864452597027, + "TN": 1741962, + "TP": 9465, + "n_pred": 10210, + "n_ref": 9613 + }, + "10": { + "Dice": 0.4896894998814885, + "FN": 2129, + "FP": 24, + "IoU": 0.32423101067168864, + "TN": 1749134, + "TP": 1033, + "n_pred": 1057, + "n_ref": 3162 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7902235246438258, + "FN": 1477, + "FP": 5252, + "IoU": 0.653197959078493, + "TN": 1732917, + "TP": 12674, + "n_pred": 17926, + "n_ref": 14151 + }, + "14": { + "Dice": 0.9394166043380703, + "FN": 150, + "FP": 12, + "IoU": 0.8857545839210155, + "TN": 1750902, + "TP": 1256, + "n_pred": 1268, + "n_ref": 1406 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8870529651425985, + "FN": 172, + "FP": 826, + "IoU": 0.7970307097823877, + "TN": 1747403, + "TP": 3919, + "n_pred": 4745, + "n_ref": 4091 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9473928541822101, + "FN": 1286, + "FP": 1887, + "IoU": 0.9000441028225806, + "TN": 1720576, + "TP": 28571, + "n_pred": 30458, + "n_ref": 29857 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 180, + "IoU": 0.0, + "TN": 1752140, + "TP": 0, + "n_pred": 180, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 14, + "FP": 23417, + "IoU": 0.0, + "TN": 1728889, + "TP": 0, + "n_pred": 23417, + "n_ref": 14 + }, + "9": { + "Dice": 0.6260472201066261, + "FN": 1964, + "FP": 0, + "IoU": 0.4556541019955654, + "TN": 1748712, + "TP": 1644, + "n_pred": 1644, + "n_ref": 3608 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0248.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0248.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9859382251480225, + "FN": 4566, + "FP": 191, + "IoU": 0.9722664334645096, + "TN": 3157883, + "TP": 166768, + "n_pred": 166959, + "n_ref": 171334 + }, + "10": { + "Dice": 0.9151853293542667, + "FN": 1697, + "FP": 264, + "IoU": 0.8436328841400207, + "TN": 3316867, + "TP": 10580, + "n_pred": 10844, + "n_ref": 12277 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5847669074195666, + "FN": 6047, + "FP": 277, + "IoU": 0.4131947666326436, + "TN": 3318631, + "TP": 4453, + "n_pred": 4730, + "n_ref": 10500 + }, + "14": { + "Dice": 0.8484180236388817, + "FN": 4820, + "FP": 6453, + "IoU": 0.736741318511945, + "TN": 3286587, + "TP": 31548, + "n_pred": 38001, + "n_ref": 36368 + }, + "15": { + "Dice": 0.8505680163122633, + "FN": 21, + "FP": 492, + "IoU": 0.7399898631525595, + "TN": 3327435, + "TP": 1460, + "n_pred": 1952, + "n_ref": 1481 + }, + "2": { + "Dice": 0.9722307250813086, + "FN": 5441, + "FP": 365, + "IoU": 0.9459620449912977, + "TN": 3221965, + "TP": 101637, + "n_pred": 102002, + "n_ref": 107078 + }, + "3": { + "Dice": 0.0, + "FN": 356, + "FP": 2, + "IoU": 0.0, + "TN": 3329050, + "TP": 0, + "n_pred": 2, + "n_ref": 356 + }, + "4": { + "Dice": 0.9063794531897266, + "FN": 225, + "FP": 1, + "IoU": 0.8287878787878787, + "TN": 3328088, + "TP": 1094, + "n_pred": 1095, + "n_ref": 1319 + }, + "5": { + "Dice": 0.7878787878787878, + "FN": 14, + "FP": 0, + "IoU": 0.65, + "TN": 3329368, + "TP": 26, + "n_pred": 26, + "n_ref": 40 + }, + "6": { + "Dice": 0.9876606642094361, + "FN": 1324, + "FP": 3239, + "IoU": 0.9756221350799773, + "TN": 3142230, + "TP": 182615, + "n_pred": 185854, + "n_ref": 183939 + }, + "7": { + "Dice": 0.9201897669949556, + "FN": 791, + "FP": 7183, + "IoU": 0.8521772982592737, + "TN": 3275465, + "TP": 45969, + "n_pred": 53152, + "n_ref": 46760 + }, + "8": { + "Dice": 0.5657509412913122, + "FN": 441, + "FP": 5787, + "IoU": 0.3944579484686437, + "TN": 3319123, + "TP": 4057, + "n_pred": 9844, + "n_ref": 4498 + }, + "9": { + "Dice": 0.9109679696461661, + "FN": 313, + "FP": 696, + "IoU": 0.8364932749959488, + "TN": 3323237, + "TP": 5162, + "n_pred": 5858, + "n_ref": 5475 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0263.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0263.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8978128361419864, + "FN": 66, + "FP": 219, + "IoU": 0.8145738451528952, + "TN": 1575551, + "TP": 1252, + "n_pred": 1471, + "n_ref": 1318 + }, + "10": { + "Dice": 0.7842599117308905, + "FN": 5023, + "FP": 794, + "IoU": 0.6450884685784015, + "TN": 1560698, + "TP": 10573, + "n_pred": 11367, + "n_ref": 15596 + }, + "11": { + "Dice": 0.7629519194931047, + "FN": 102, + "FP": 1170, + "IoU": 0.6167520337451039, + "TN": 1573769, + "TP": 2047, + "n_pred": 3217, + "n_ref": 2149 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1636, + "IoU": 0.0, + "TN": 1575452, + "TP": 0, + "n_pred": 1636, + "n_ref": 0 + }, + "14": { + "Dice": 0.2553191489361702, + "FN": 0, + "FP": 105, + "IoU": 0.14634146341463414, + "TN": 1576965, + "TP": 18, + "n_pred": 123, + "n_ref": 18 + }, + "15": { + "Dice": 0.8071212689448256, + "FN": 1216, + "FP": 7527, + "IoU": 0.6766163633673621, + "TN": 1550052, + "TP": 18293, + "n_pred": 25820, + "n_ref": 19509 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9817983936588284, + "FN": 2127, + "FP": 4964, + "IoU": 0.9642475395288803, + "TN": 1378752, + "TP": 191245, + "n_pred": 196209, + "n_ref": 193372 + }, + "7": { + "Dice": 0.5399927614911328, + "FN": 592, + "FP": 3221, + "IoU": 0.3698562221120476, + "TN": 1571037, + "TP": 2238, + "n_pred": 5459, + "n_ref": 2830 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.5998209489704566, + "FN": 400, + "FP": 47, + "IoU": 0.42838874680306904, + "TN": 1576306, + "TP": 335, + "n_pred": 382, + "n_ref": 735 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0299.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0299.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9828362834233733, + "FN": 2914, + "FP": 603, + "IoU": 0.9662518111943807, + "TN": 1648107, + "TP": 100696, + "n_pred": 101299, + "n_ref": 103610 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1799, + "IoU": 0.0, + "TN": 1750521, + "TP": 0, + "n_pred": 1799, + "n_ref": 0 + }, + "11": { + "Dice": 0.5808580858085809, + "FN": 364, + "FP": 17, + "IoU": 0.40930232558139534, + "TN": 1751675, + "TP": 264, + "n_pred": 281, + "n_ref": 628 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9054757642428632, + "FN": 1470, + "FP": 5447, + "IoU": 0.8272779484106175, + "TN": 1712273, + "TP": 33130, + "n_pred": 38577, + "n_ref": 34600 + }, + "15": { + "Dice": 0.837517764092847, + "FN": 121, + "FP": 222, + "IoU": 0.7204563977180114, + "TN": 1751093, + "TP": 884, + "n_pred": 1106, + "n_ref": 1005 + }, + "2": { + "Dice": 0.9731646084950468, + "FN": 807, + "FP": 775, + "IoU": 0.9477318531734232, + "TN": 1722053, + "TP": 28685, + "n_pred": 29460, + "n_ref": 29492 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 107, + "IoU": 0.0, + "TN": 1752213, + "TP": 0, + "n_pred": 107, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 7, + "FP": 0, + "IoU": 0.0, + "TN": 1752313, + "TP": 0, + "n_pred": 0, + "n_ref": 7 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 15, + "IoU": 0.0, + "TN": 1752305, + "TP": 0, + "n_pred": 15, + "n_ref": 0 + }, + "6": { + "Dice": 0.9115061834712729, + "FN": 83070, + "FP": 2426, + "IoU": 0.8374013426903254, + "TN": 1226510, + "TP": 440314, + "n_pred": 442740, + "n_ref": 523384 + }, + "7": { + "Dice": 0.02926607071684792, + "FN": 306, + "FP": 16743, + "IoU": 0.014850340922223506, + "TN": 1735014, + "TP": 257, + "n_pred": 17000, + "n_ref": 563 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 1995, + "IoU": 0.0, + "TN": 1750325, + "TP": 0, + "n_pred": 1995, + "n_ref": 0 + }, + "9": { + "Dice": 0.5910368288714687, + "FN": 2112, + "FP": 653, + "IoU": 0.41948351879067813, + "TN": 1747557, + "TP": 1998, + "n_pred": 2651, + "n_ref": 4110 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0317.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0317.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9586759247749108, + "FN": 251, + "FP": 4403, + "IoU": 0.9206316722944166, + "TN": 1868914, + "TP": 53984, + "n_pred": 58387, + "n_ref": 54235 + }, + "10": { + "Dice": 0.8742605293549224, + "FN": 2265, + "FP": 3070, + "IoU": 0.7766099991625492, + "TN": 1903670, + "TP": 18547, + "n_pred": 21617, + "n_ref": 20812 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7589736590691961, + "FN": 4395, + "FP": 2669, + "IoU": 0.611569339052018, + "TN": 1909366, + "TP": 11122, + "n_pred": 13791, + "n_ref": 15517 + }, + "14": { + "Dice": 0.9573971671596274, + "FN": 308, + "FP": 2011, + "IoU": 0.9182760078939949, + "TN": 1899176, + "TP": 26057, + "n_pred": 28068, + "n_ref": 26365 + }, + "15": { + "Dice": 0.871683798908844, + "FN": 4703, + "FP": 6257, + "IoU": 0.7725527631933924, + "TN": 1879365, + "TP": 37227, + "n_pred": 43484, + "n_ref": 41930 + }, + "2": { + "Dice": 0.8959276018099548, + "FN": 17, + "FP": 6, + "IoU": 0.8114754098360656, + "TN": 1927430, + "TP": 99, + "n_pred": 105, + "n_ref": 116 + }, + "3": { + "Dice": 0.9708794563457301, + "FN": 350, + "FP": 747, + "IoU": 0.9434069335534462, + "TN": 1908168, + "TP": 18287, + "n_pred": 19034, + "n_ref": 18637 + }, + "4": { + "Dice": 0.941992174092126, + "FN": 237, + "FP": 608, + "IoU": 0.890345185569686, + "TN": 1919846, + "TP": 6861, + "n_pred": 7469, + "n_ref": 7098 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9504555612858862, + "FN": 162, + "FP": 2720, + "IoU": 0.9055886785035707, + "TN": 1897026, + "TP": 27644, + "n_pred": 30364, + "n_ref": 27806 + }, + "7": { + "Dice": 0.9378558449424591, + "FN": 1412, + "FP": 640, + "IoU": 0.8829835766423357, + "TN": 1910016, + "TP": 15484, + "n_pred": 16124, + "n_ref": 16896 + }, + "8": { + "Dice": 0.9546878970102481, + "FN": 324, + "FP": 746, + "IoU": 0.913304164641063, + "TN": 1915210, + "TP": 11272, + "n_pred": 12018, + "n_ref": 11596 + }, + "9": { + "Dice": 0.9403454498582109, + "FN": 897, + "FP": 260, + "IoU": 0.8874075515764889, + "TN": 1917276, + "TP": 9119, + "n_pred": 9379, + "n_ref": 10016 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0321.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0321.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6784660766961652, + "FN": 0, + "FP": 109, + "IoU": 0.5133928571428571, + "TN": 1752096, + "TP": 115, + "n_pred": 224, + "n_ref": 115 + }, + "10": { + "Dice": 0.7583162451583504, + "FN": 5717, + "FP": 2769, + "IoU": 0.61071608789394, + "TN": 1730521, + "TP": 13313, + "n_pred": 16082, + "n_ref": 19030 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7946554149085795, + "FN": 226, + "FP": 1234, + "IoU": 0.6592765460910152, + "TN": 1748035, + "TP": 2825, + "n_pred": 4059, + "n_ref": 3051 + }, + "13": { + "Dice": 0.0, + "FN": 4398, + "FP": 416, + "IoU": 0.0, + "TN": 1747506, + "TP": 0, + "n_pred": 416, + "n_ref": 4398 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.6345570239843368, + "FN": 99, + "FP": 3634, + "IoU": 0.46472612560940635, + "TN": 1745346, + "TP": 3241, + "n_pred": 6875, + "n_ref": 3340 + }, + "3": { + "Dice": 0.8108143658651341, + "FN": 36613, + "FP": 782, + "IoU": 0.6818232095908244, + "TN": 1634791, + "TP": 80134, + "n_pred": 80916, + "n_ref": 116747 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 117, + "IoU": 0.0, + "TN": 1752203, + "TP": 0, + "n_pred": 117, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 441, + "IoU": 0.0, + "TN": 1751879, + "TP": 0, + "n_pred": 441, + "n_ref": 0 + }, + "6": { + "Dice": 0.9637876077341193, + "FN": 3161, + "FP": 5280, + "IoU": 0.9301062358717883, + "TN": 1631551, + "TP": 112328, + "n_pred": 117608, + "n_ref": 115489 + }, + "7": { + "Dice": 0.9184532880425299, + "FN": 4002, + "FP": 10018, + "IoU": 0.8492035322082755, + "TN": 1659347, + "TP": 78953, + "n_pred": 88971, + "n_ref": 82955 + }, + "8": { + "Dice": 0.9471500027483097, + "FN": 1300, + "FP": 2546, + "IoU": 0.8996058367485448, + "TN": 1714011, + "TP": 34463, + "n_pred": 37009, + "n_ref": 35763 + }, + "9": { + "Dice": 0.0, + "FN": 31, + "FP": 4546, + "IoU": 0.0, + "TN": 1747743, + "TP": 0, + "n_pred": 4546, + "n_ref": 31 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0351.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0351.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9794554592146684, + "FN": 1153, + "FP": 335, + "IoU": 0.9597380810649927, + "TN": 1189666, + "TP": 35470, + "n_pred": 35805, + "n_ref": 36623 + }, + "10": { + "Dice": 0.9233353806134614, + "FN": 2233, + "FP": 6255, + "IoU": 0.8575886715210899, + "TN": 1167022, + "TP": 51114, + "n_pred": 57369, + "n_ref": 53347 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.4142857142857143, + "FN": 77, + "FP": 5, + "IoU": 0.26126126126126126, + "TN": 1226513, + "TP": 29, + "n_pred": 34, + "n_ref": 106 + }, + "13": { + "Dice": 0.6901421479448676, + "FN": 1649, + "FP": 8400, + "IoU": 0.5268832391713748, + "TN": 1205384, + "TP": 11191, + "n_pred": 19591, + "n_ref": 12840 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8817733990147784, + "FN": 71, + "FP": 25, + "IoU": 0.788546255506608, + "TN": 1226170, + "TP": 358, + "n_pred": 383, + "n_ref": 429 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 16, + "IoU": 0.0, + "TN": 1226608, + "TP": 0, + "n_pred": 16, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7887973640856673, + "FN": 188, + "FP": 453, + "IoU": 0.6512513601741022, + "TN": 1224786, + "TP": 1197, + "n_pred": 1650, + "n_ref": 1385 + }, + "6": { + "Dice": 0.989713392008985, + "FN": 1738, + "FP": 2182, + "IoU": 0.9796362578506901, + "TN": 1034125, + "TP": 188579, + "n_pred": 190761, + "n_ref": 190317 + }, + "7": { + "Dice": 0.8851853628123352, + "FN": 1940, + "FP": 2848, + "IoU": 0.7940202194020219, + "TN": 1203379, + "TP": 18457, + "n_pred": 21305, + "n_ref": 20397 + }, + "8": { + "Dice": 0.9162527593818984, + "FN": 143, + "FP": 1071, + "IoU": 0.845448758752387, + "TN": 1218769, + "TP": 6641, + "n_pred": 7712, + "n_ref": 6784 + }, + "9": { + "Dice": 0.9118902317418531, + "FN": 759, + "FP": 1450, + "IoU": 0.838049853372434, + "TN": 1212984, + "TP": 11431, + "n_pred": 12881, + "n_ref": 12190 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0371.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0371.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9820406330676844, + "FN": 1248, + "FP": 1632, + "IoU": 0.9647149630609769, + "TN": 2371627, + "TP": 78741, + "n_pred": 80373, + "n_ref": 79989 + }, + "10": { + "Dice": 0.895327744276119, + "FN": 516, + "FP": 3754, + "IoU": 0.810491745073673, + "TN": 2430716, + "TP": 18262, + "n_pred": 22016, + "n_ref": 18778 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6586584205518554, + "FN": 1074, + "FP": 1796, + "IoU": 0.4910445114381983, + "TN": 2447609, + "TP": 2769, + "n_pred": 4565, + "n_ref": 3843 + }, + "14": { + "Dice": 0.5619212374071436, + "FN": 896, + "FP": 3409, + "IoU": 0.3907444098499859, + "TN": 2446182, + "TP": 2761, + "n_pred": 6170, + "n_ref": 3657 + }, + "15": { + "Dice": 0.7778502478476389, + "FN": 26316, + "FP": 932, + "IoU": 0.6364606681609564, + "TN": 2378296, + "TP": 47704, + "n_pred": 48636, + "n_ref": 74020 + }, + "2": { + "Dice": 0.9642376983059963, + "FN": 182, + "FP": 84, + "IoU": 0.930944963655244, + "TN": 2449396, + "TP": 3586, + "n_pred": 3670, + "n_ref": 3768 + }, + "3": { + "Dice": 0.9570863433092536, + "FN": 1486, + "FP": 510, + "IoU": 0.9177042961985652, + "TN": 2428994, + "TP": 22258, + "n_pred": 22768, + "n_ref": 23744 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8420188756668034, + "FN": 96, + "FP": 289, + "IoU": 0.7271438695960312, + "TN": 2451837, + "TP": 1026, + "n_pred": 1315, + "n_ref": 1122 + }, + "7": { + "Dice": 0.8659083774950607, + "FN": 948, + "FP": 13576, + "IoU": 0.763525944740227, + "TN": 2391829, + "TP": 46895, + "n_pred": 60471, + "n_ref": 47843 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0374.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0374.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": 0.6165872255338595, + "FN": 4326.951111111111, + "FP": 6005.308888888888, + "IoU": 0.532177924458624, + "TN": 2781750.58, + "TP": 23311.293333333335, + "n_pred": 29316.60222222222, + "n_ref": 27638.244444444437 + }, + "mean": { + "1": { + "Dice": 0.79315260520277, + "FN": 8007.3, + "FP": 3350.5333333333333, + "IoU": 0.7247485838446978, + "TN": 2777407.8, + "TP": 26628.5, + "n_pred": 29979.033333333333, + "n_ref": 34635.8 + }, + "10": { + "Dice": 0.6005483040811319, + "FN": 6347.4, + "FP": 3366.5666666666666, + "IoU": 0.49496263417304465, + "TN": 2792086.466666667, + "TP": 13593.7, + "n_pred": 16960.266666666666, + "n_ref": 19941.1 + }, + "11": { + "Dice": 0.307287320750389, + "FN": 207.53333333333333, + "FP": 177.46666666666667, + "IoU": 0.22831572697526387, + "TN": 2814700.066666667, + "TP": 309.06666666666666, + "n_pred": 486.53333333333336, + "n_ref": 516.6 + }, + "12": { + "Dice": 0.3477418397295372, + "FN": 249.4, + "FP": 295.6666666666667, + "IoU": 0.2616869305582193, + "TN": 2814352.1, + "TP": 496.96666666666664, + "n_pred": 792.6333333333333, + "n_ref": 746.3666666666667 + }, + "13": { + "Dice": 0.5401861715508948, + "FN": 3893.733333333333, + "FP": 4187.666666666667, + "IoU": 0.4246660540489692, + "TN": 2798687.7, + "TP": 8625.033333333333, + "n_pred": 12812.7, + "n_ref": 12518.766666666666 + }, + "14": { + "Dice": 0.6633737978163186, + "FN": 6359.733333333334, + "FP": 5509.466666666666, + "IoU": 0.5732223721101479, + "TN": 2785937.6, + "TP": 17587.333333333332, + "n_pred": 23096.8, + "n_ref": 23947.066666666666 + }, + "15": { + "Dice": 0.44737371260643694, + "FN": 1367.3, + "FP": 3969.0, + "IoU": 0.3585682146693254, + "TN": 2804573.566666667, + "TP": 5484.266666666666, + "n_pred": 9453.266666666666, + "n_ref": 6851.566666666667 + }, + "2": { + "Dice": 0.6973968010713749, + "FN": 2806.6666666666665, + "FP": 2258.6, + "IoU": 0.6283508465851851, + "TN": 2790617.9, + "TP": 19710.966666666667, + "n_pred": 21969.566666666666, + "n_ref": 22517.633333333335 + }, + "3": { + "Dice": 0.6979087490526658, + "FN": 2675.8, + "FP": 1690.7333333333333, + "IoU": 0.6483843755070805, + "TN": 2789713.7, + "TP": 21313.9, + "n_pred": 23004.633333333335, + "n_ref": 23989.7 + }, + "4": { + "Dice": 0.5015100418000262, + "FN": 580.4333333333333, + "FP": 2534.0333333333333, + "IoU": 0.4208656978791633, + "TN": 2808226.6, + "TP": 4053.0666666666666, + "n_pred": 6587.1, + "n_ref": 4633.5 + }, + "5": { + "Dice": 0.4863165798769851, + "FN": 773.2333333333333, + "FP": 895.6333333333333, + "IoU": 0.38205097441381664, + "TN": 2811779.433333333, + "TP": 1945.8333333333333, + "n_pred": 2841.4666666666667, + "n_ref": 2719.0666666666666 + }, + "6": { + "Dice": 0.8197885448757865, + "FN": 4701.933333333333, + "FP": 42024.7, + "IoU": 0.7545326659830283, + "TN": 2625033.566666667, + "TP": 143633.93333333332, + "n_pred": 185658.63333333333, + "n_ref": 148335.86666666667 + }, + "7": { + "Dice": 0.6966457021900199, + "FN": 22715.7, + "FP": 16524.966666666667, + "IoU": 0.5991595781276059, + "TN": 2717486.6333333333, + "TP": 58666.833333333336, + "n_pred": 75191.8, + "n_ref": 81382.53333333334 + }, + "8": { + "Dice": 0.8696836403730379, + "FN": 1046.8666666666666, + "FP": 1172.7666666666667, + "IoU": 0.801087635218633, + "TN": 2798391.9, + "TP": 14782.6, + "n_pred": 15955.366666666667, + "n_ref": 15829.466666666667 + }, + "9": { + "Dice": 0.7798945720305178, + "FN": 3171.233333333333, + "FP": 2121.8333333333335, + "IoU": 0.6820665767851779, + "TN": 2797263.6666666665, + "TP": 12837.4, + "n_pred": 14959.233333333334, + "n_ref": 16008.633333333333 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.8677032269706174, + "FN": 7300, + "FP": 1498, + "IoU": 0.7663213811420982, + "TN": 3291758, + "TP": 28852, + "n_pred": 30350, + "n_ref": 36152 + }, + "10": { + "Dice": 0.0, + "FN": 1811, + "FP": 10769, + "IoU": 0.0, + "TN": 3316828, + "TP": 0, + "n_pred": 10769, + "n_ref": 1811 + }, + "11": { + "Dice": 0.6243822075782537, + "FN": 877, + "FP": 491, + "IoU": 0.4538922155688623, + "TN": 3326903, + "TP": 1137, + "n_pred": 1628, + "n_ref": 2014 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 765, + "FP": 5968, + "IoU": 0.0, + "TN": 3322675, + "TP": 0, + "n_pred": 5968, + "n_ref": 765 + }, + "14": { + "Dice": 0.9075190322244239, + "FN": 8771, + "FP": 97, + "IoU": 0.8306955077416522, + "TN": 3277029, + "TP": 43511, + "n_pred": 43608, + "n_ref": 52282 + }, + "15": { + "Dice": 0.9163337561769884, + "FN": 2114, + "FP": 2305, + "IoU": 0.8455866936892865, + "TN": 3300790, + "TP": 24199, + "n_pred": 26504, + "n_ref": 26313 + }, + "2": { + "Dice": 0.7436509805240674, + "FN": 313, + "FP": 7308, + "IoU": 0.5919143239625168, + "TN": 3310733, + "TP": 11054, + "n_pred": 18362, + "n_ref": 11367 + }, + "3": { + "Dice": 0.9005592530966907, + "FN": 6644, + "FP": 1962, + "IoU": 0.8191066736731477, + "TN": 3281833, + "TP": 38969, + "n_pred": 40931, + "n_ref": 45613 + }, + "4": { + "Dice": 0.0, + "FN": 3991, + "FP": 640, + "IoU": 0.0, + "TN": 3324777, + "TP": 0, + "n_pred": 640, + "n_ref": 3991 + }, + "5": { + "Dice": 0.8161806422330647, + "FN": 2383, + "FP": 857, + "IoU": 0.6894469471868111, + "TN": 3318975, + "TP": 7193, + "n_pred": 8050, + "n_ref": 9576 + }, + "6": { + "Dice": 0.9552390094229782, + "FN": 13880, + "FP": 28601, + "IoU": 0.9143134344012974, + "TN": 2833636, + "TP": 453291, + "n_pred": 481892, + "n_ref": 467171 + }, + "7": { + "Dice": 0.8843191293901491, + "FN": 7362, + "FP": 2460, + "IoU": 0.7926273118824424, + "TN": 3282044, + "TP": 37542, + "n_pred": 40002, + "n_ref": 44904 + }, + "8": { + "Dice": 0.9516647777743744, + "FN": 782, + "FP": 2374, + "IoU": 0.9077867056245434, + "TN": 3295183, + "TP": 31069, + "n_pred": 33443, + "n_ref": 31851 + }, + "9": { + "Dice": 0.2505990353197448, + "FN": 30375, + "FP": 17789, + "IoU": 0.14324848355479658, + "TN": 3273191, + "TP": 8053, + "n_pred": 25842, + "n_ref": 38428 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0006.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0006.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5623562085340557, + "FN": 126909, + "FP": 732, + "IoU": 0.3911651911775929, + "TN": 4521616, + "TP": 82007, + "n_pred": 82739, + "n_ref": 208916 + }, + "10": { + "Dice": 0.2384710096261473, + "FN": 26522, + "FP": 692, + "IoU": 0.13537728355837966, + "TN": 4699789, + "TP": 4261, + "n_pred": 4953, + "n_ref": 30783 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 15, + "IoU": 0.0, + "TN": 4731249, + "TP": 0, + "n_pred": 15, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 562, + "IoU": 0.0, + "TN": 4730702, + "TP": 0, + "n_pred": 562, + "n_ref": 0 + }, + "13": { + "Dice": 0.6944131983502062, + "FN": 17041, + "FP": 889, + "IoU": 0.5318782309017805, + "TN": 4692962, + "TP": 20372, + "n_pred": 21261, + "n_ref": 37413 + }, + "14": { + "Dice": 0.7279425363771325, + "FN": 5454, + "FP": 48973, + "IoU": 0.5722560160953144, + "TN": 4604022, + "TP": 72815, + "n_pred": 121788, + "n_ref": 78269 + }, + "15": { + "Dice": 0.7904514044691735, + "FN": 1762, + "FP": 573, + "IoU": 0.6535094227630213, + "TN": 4724525, + "TP": 4404, + "n_pred": 4977, + "n_ref": 6166 + }, + "2": { + "Dice": 0.903610915078805, + "FN": 831, + "FP": 2447, + "IoU": 0.8241699297323393, + "TN": 4712621, + "TP": 15365, + "n_pred": 17812, + "n_ref": 16196 + }, + "3": { + "Dice": 0.9055360141965333, + "FN": 2618, + "FP": 363, + "IoU": 0.8273785395795935, + "TN": 4713995, + "TP": 14288, + "n_pred": 14651, + "n_ref": 16906 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 474, + "IoU": 0.0, + "TN": 4730790, + "TP": 0, + "n_pred": 474, + "n_ref": 0 + }, + "5": { + "Dice": 0.6535819430814525, + "FN": 5356, + "FP": 6999, + "IoU": 0.48542274052478135, + "TN": 4707254, + "TP": 11655, + "n_pred": 18654, + "n_ref": 17011 + }, + "6": { + "Dice": 0.34774992587186093, + "FN": 2975, + "FP": 140008, + "IoU": 0.21047051612653853, + "TN": 4550165, + "TP": 38116, + "n_pred": 178124, + "n_ref": 41091 + }, + "7": { + "Dice": 0.7267806858215596, + "FN": 28983, + "FP": 15843, + "IoU": 0.5708212856404267, + "TN": 4626818, + "TP": 59620, + "n_pred": 75463, + "n_ref": 88603 + }, + "8": { + "Dice": 0.8942743746344041, + "FN": 11088, + "FP": 5721, + "IoU": 0.8087669799085303, + "TN": 4643366, + "TP": 71089, + "n_pred": 76810, + "n_ref": 82177 + }, + "9": { + "Dice": 0.7795777530849757, + "FN": 1169, + "FP": 2600, + "IoU": 0.6387770749472877, + "TN": 4720830, + "TP": 6665, + "n_pred": 9265, + "n_ref": 7834 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0021.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0021.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.97552763206051, + "FN": 675, + "FP": 328, + "IoU": 0.9522244450795465, + "TN": 2607486, + "TP": 19991, + "n_pred": 20319, + "n_ref": 20666 + }, + "10": { + "Dice": 0.8126545854281512, + "FN": 11057, + "FP": 12121, + "IoU": 0.6844298006753077, + "TN": 2555032, + "TP": 50270, + "n_pred": 62391, + "n_ref": 61327 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7111111111111111, + "FN": 925, + "FP": 1441, + "IoU": 0.5517241379310345, + "TN": 2623202, + "TP": 2912, + "n_pred": 4353, + "n_ref": 3837 + }, + "13": { + "Dice": 0.7072935287808366, + "FN": 4587, + "FP": 11787, + "IoU": 0.5471416323256907, + "TN": 2592323, + "TP": 19783, + "n_pred": 31570, + "n_ref": 24370 + }, + "14": { + "Dice": 0.6888510681535296, + "FN": 8962, + "FP": 3287, + "IoU": 0.525379727216367, + "TN": 2602672, + "TP": 13559, + "n_pred": 16846, + "n_ref": 22521 + }, + "15": { + "Dice": 0.4516346477923829, + "FN": 718, + "FP": 17179, + "IoU": 0.2916848062690466, + "TN": 2603213, + "TP": 7370, + "n_pred": 24549, + "n_ref": 8088 + }, + "2": { + "Dice": 0.46153846153846156, + "FN": 18, + "FP": 31, + "IoU": 0.3, + "TN": 2628410, + "TP": 21, + "n_pred": 52, + "n_ref": 39 + }, + "3": { + "Dice": 0.8922345483359746, + "FN": 101, + "FP": 35, + "IoU": 0.8054363376251789, + "TN": 2627781, + "TP": 563, + "n_pred": 598, + "n_ref": 664 + }, + "4": { + "Dice": 0.0, + "FN": 24, + "FP": 54, + "IoU": 0.0, + "TN": 2628402, + "TP": 0, + "n_pred": 54, + "n_ref": 24 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9471053911812835, + "FN": 4347, + "FP": 10005, + "IoU": 0.8995253496870669, + "TN": 2485638, + "TP": 128490, + "n_pred": 138495, + "n_ref": 132837 + }, + "7": { + "Dice": 0.9283814107234297, + "FN": 12663, + "FP": 4540, + "IoU": 0.8663356720511566, + "TN": 2499777, + "TP": 111500, + "n_pred": 116040, + "n_ref": 124163 + }, + "8": { + "Dice": 0.866689474284411, + "FN": 909, + "FP": 1429, + "IoU": 0.7647413966592875, + "TN": 2618542, + "TP": 7600, + "n_pred": 9029, + "n_ref": 8509 + }, + "9": { + "Dice": 0.8134723038381839, + "FN": 661, + "FP": 5370, + "IoU": 0.6855906579084559, + "TN": 2609298, + "TP": 13151, + "n_pred": 18521, + "n_ref": 13812 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0043.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0043.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6571682991985752, + "FN": 366, + "FP": 19, + "IoU": 0.48938992042440316, + "TN": 2277262, + "TP": 369, + "n_pred": 388, + "n_ref": 735 + }, + "10": { + "Dice": 0.7461737869623164, + "FN": 13840, + "FP": 3491, + "IoU": 0.5951173928279406, + "TN": 2235211, + "TP": 25474, + "n_pred": 28965, + "n_ref": 39314 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 2278011, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 87, + "IoU": 0.0, + "TN": 2277929, + "TP": 0, + "n_pred": 87, + "n_ref": 0 + }, + "13": { + "Dice": 0.15193910837259877, + "FN": 3560, + "FP": 31537, + "IoU": 0.08221542323684004, + "TN": 2239775, + "TP": 3144, + "n_pred": 34681, + "n_ref": 6704 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9166789341969674, + "FN": 495, + "FP": 637, + "IoU": 0.8461747520043484, + "TN": 2270657, + "TP": 6227, + "n_pred": 6864, + "n_ref": 6722 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 97, + "IoU": 0.0, + "TN": 2277919, + "TP": 0, + "n_pred": 97, + "n_ref": 0 + }, + "4": { + "Dice": 0.9124014336917563, + "FN": 615, + "FP": 1218, + "IoU": 0.8389137885578698, + "TN": 2266637, + "TP": 9546, + "n_pred": 10764, + "n_ref": 10161 + }, + "5": { + "Dice": 0.5648736629979848, + "FN": 631, + "FP": 10597, + "IoU": 0.39360553035212786, + "TN": 2259500, + "TP": 7288, + "n_pred": 17885, + "n_ref": 7919 + }, + "6": { + "Dice": 0.97399176371673, + "FN": 7021, + "FP": 6930, + "IoU": 0.9493020906391839, + "TN": 2002837, + "TP": 261228, + "n_pred": 268158, + "n_ref": 268249 + }, + "7": { + "Dice": 0.3257001558888351, + "FN": 17778, + "FP": 7310, + "IoU": 0.19452916813818344, + "TN": 2246869, + "TP": 6059, + "n_pred": 13369, + "n_ref": 23837 + }, + "8": { + "Dice": 0.9256820319849483, + "FN": 851, + "FP": 97, + "IoU": 0.861646234676007, + "TN": 2271164, + "TP": 5904, + "n_pred": 6001, + "n_ref": 6755 + }, + "9": { + "Dice": 0.8081061027638657, + "FN": 5075, + "FP": 11477, + "IoU": 0.6780017119290328, + "TN": 2226612, + "TP": 34852, + "n_pred": 46329, + "n_ref": 39927 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0044.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0044.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7432734823937989, + "FN": 22525, + "FP": 6157, + "IoU": 0.5914361414204724, + "TN": 2733510, + "TP": 41520, + "n_pred": 47677, + "n_ref": 64045 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6755346103172191, + "FN": 6225, + "FP": 6581, + "IoU": 0.5100432337299614, + "TN": 2777575, + "TP": 13331, + "n_pred": 19912, + "n_ref": 19556 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 679, + "IoU": 0.0, + "TN": 2803033, + "TP": 0, + "n_pred": 679, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9288001082202282, + "FN": 1329, + "FP": 1829, + "IoU": 0.8670651624852669, + "TN": 2779956, + "TP": 20598, + "n_pred": 22427, + "n_ref": 21927 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9731187216294914, + "FN": 6003, + "FP": 3478, + "IoU": 0.9476448174940637, + "TN": 2622622, + "TP": 171609, + "n_pred": 175087, + "n_ref": 177612 + }, + "7": { + "Dice": 0.8941272824637483, + "FN": 1188, + "FP": 8895, + "IoU": 0.808526395746297, + "TN": 2751052, + "TP": 42577, + "n_pred": 51472, + "n_ref": 43765 + }, + "8": { + "Dice": 0.9069456066945607, + "FN": 983, + "FP": 129, + "IoU": 0.8297351094778748, + "TN": 2797181, + "TP": 5419, + "n_pred": 5548, + "n_ref": 6402 + }, + "9": { + "Dice": 0.42401628222523746, + "FN": 1434, + "FP": 264, + "IoU": 0.26904864399483425, + "TN": 2801389, + "TP": 625, + "n_pred": 889, + "n_ref": 2059 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0045.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0045.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8190899001109878, + "FN": 17, + "FP": 309, + "IoU": 0.693609022556391, + "TN": 3328344, + "TP": 738, + "n_pred": 1047, + "n_ref": 755 + }, + "10": { + "Dice": 0.08944752996199941, + "FN": 6101, + "FP": 129, + "IoU": 0.04681762545899633, + "TN": 3322872, + "TP": 306, + "n_pred": 435, + "n_ref": 6407 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 129, + "IoU": 0.0, + "TN": 3329279, + "TP": 0, + "n_pred": 129, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 778, + "IoU": 0.0, + "TN": 3328630, + "TP": 0, + "n_pred": 778, + "n_ref": 0 + }, + "13": { + "Dice": 0.46043428015327537, + "FN": 4451, + "FP": 4420, + "IoU": 0.2990676359039191, + "TN": 3316752, + "TP": 3785, + "n_pred": 8205, + "n_ref": 8236 + }, + "14": { + "Dice": 0.5882940222139024, + "FN": 3225, + "FP": 3373, + "IoU": 0.4167256011315417, + "TN": 3318096, + "TP": 4714, + "n_pred": 8087, + "n_ref": 7939 + }, + "15": { + "Dice": 0.5077815879715115, + "FN": 1022, + "FP": 2710, + "IoU": 0.3402863708679512, + "TN": 3323751, + "TP": 1925, + "n_pred": 4635, + "n_ref": 2947 + }, + "2": { + "Dice": 0.6962848757793376, + "FN": 22036, + "FP": 421, + "IoU": 0.5340774704869395, + "TN": 3281209, + "TP": 25742, + "n_pred": 26163, + "n_ref": 47778 + }, + "3": { + "Dice": 0.924182239876303, + "FN": 3729, + "FP": 1959, + "IoU": 0.8590509230578615, + "TN": 3289053, + "TP": 34667, + "n_pred": 36626, + "n_ref": 38396 + }, + "4": { + "Dice": 0.7865752777121248, + "FN": 322, + "FP": 581, + "IoU": 0.6482275029216985, + "TN": 3326841, + "TP": 1664, + "n_pred": 2245, + "n_ref": 1986 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 377, + "IoU": 0.0, + "TN": 3329031, + "TP": 0, + "n_pred": 377, + "n_ref": 0 + }, + "6": { + "Dice": 0.9606491488145822, + "FN": 5510, + "FP": 13151, + "IoU": 0.9242780219200539, + "TN": 3082967, + "TP": 227780, + "n_pred": 240931, + "n_ref": 233290 + }, + "7": { + "Dice": 0.3902934308051579, + "FN": 3101, + "FP": 2904, + "IoU": 0.24246247003910684, + "TN": 3321481, + "TP": 1922, + "n_pred": 4826, + "n_ref": 5023 + }, + "8": { + "Dice": 0.9228866422886642, + "FN": 1098, + "FP": 1770, + "IoU": 0.8568147778332501, + "TN": 3309378, + "TP": 17162, + "n_pred": 18932, + "n_ref": 18260 + }, + "9": { + "Dice": 0.8726303238166692, + "FN": 8364, + "FP": 1143, + "IoU": 0.7740409754242525, + "TN": 3287334, + "TP": 32567, + "n_pred": 33710, + "n_ref": 40931 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0058.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0058.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8377005617410609, + "FN": 2945, + "FP": 1880, + "IoU": 0.7207269780633212, + "TN": 2961667, + "TP": 12452, + "n_pred": 14332, + "n_ref": 15397 + }, + "10": { + "Dice": 0.5193095573913628, + "FN": 4624, + "FP": 9690, + "IoU": 0.3507212192688016, + "TN": 2956898, + "TP": 7732, + "n_pred": 17422, + "n_ref": 12356 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 107, + "IoU": 0.0, + "TN": 2978837, + "TP": 0, + "n_pred": 107, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 902, + "FP": 44, + "IoU": 0.0, + "TN": 2977998, + "TP": 0, + "n_pred": 44, + "n_ref": 902 + }, + "13": { + "Dice": 0.20888509184109355, + "FN": 1153, + "FP": 6255, + "IoU": 0.1166229430002385, + "TN": 2970558, + "TP": 978, + "n_pred": 7233, + "n_ref": 2131 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9263218132395921, + "FN": 1224, + "FP": 2381, + "IoU": 0.862755548787452, + "TN": 2952677, + "TP": 22662, + "n_pred": 25043, + "n_ref": 23886 + }, + "4": { + "Dice": 0.936716312474245, + "FN": 637, + "FP": 438, + "IoU": 0.8809655630605692, + "TN": 2969913, + "TP": 7956, + "n_pred": 8394, + "n_ref": 8593 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6113495585420119, + "FN": 3599, + "FP": 316771, + "IoU": 0.4402472647473014, + "TN": 2406602, + "TP": 251972, + "n_pred": 568743, + "n_ref": 255571 + }, + "7": { + "Dice": 0.32585391146542225, + "FN": 303701, + "FP": 8341, + "IoU": 0.19463887512388503, + "TN": 2591488, + "TP": 75414, + "n_pred": 83755, + "n_ref": 379115 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0069.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0069.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9504093046658797, + "FN": 9550, + "FP": 700, + "IoU": 0.9055046971079828, + "TN": 3045705, + "TP": 98221, + "n_pred": 98921, + "n_ref": 107771 + }, + "10": { + "Dice": 0.6149150743099787, + "FN": 4061, + "FP": 10449, + "IoU": 0.44395478060931215, + "TN": 3128081, + "TP": 11585, + "n_pred": 22034, + "n_ref": 15646 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7522510933882172, + "FN": 728, + "FP": 235, + "IoU": 0.6028865979381444, + "TN": 3151751, + "TP": 1462, + "n_pred": 1697, + "n_ref": 2190 + }, + "13": { + "Dice": 0.9119324535898009, + "FN": 1008, + "FP": 2142, + "IoU": 0.8381211778611439, + "TN": 3134717, + "TP": 16309, + "n_pred": 18451, + "n_ref": 17317 + }, + "14": { + "Dice": 0.9214241443426762, + "FN": 2278, + "FP": 4, + "IoU": 0.8542970246456392, + "TN": 3138514, + "TP": 13380, + "n_pred": 13384, + "n_ref": 15658 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9550855991943605, + "FN": 998, + "FP": 3462, + "IoU": 0.9140323824209715, + "TN": 3102296, + "TP": 47420, + "n_pred": 50882, + "n_ref": 48418 + }, + "3": { + "Dice": 0.9569326771190977, + "FN": 582, + "FP": 2717, + "IoU": 0.917421777221527, + "TN": 3114226, + "TP": 36651, + "n_pred": 39368, + "n_ref": 37233 + }, + "4": { + "Dice": 0.8544131028207461, + "FN": 280, + "FP": 40, + "IoU": 0.7458300238284352, + "TN": 3152917, + "TP": 939, + "n_pred": 979, + "n_ref": 1219 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 15, + "IoU": 0.0, + "TN": 3154161, + "TP": 0, + "n_pred": 15, + "n_ref": 0 + }, + "6": { + "Dice": 0.9645127196394756, + "FN": 5009, + "FP": 4661, + "IoU": 0.9314578150140699, + "TN": 3013095, + "TP": 131411, + "n_pred": 136072, + "n_ref": 136420 + }, + "7": { + "Dice": 0.9251785043216836, + "FN": 5093, + "FP": 2871, + "IoU": 0.860774098807734, + "TN": 3096974, + "TP": 49238, + "n_pred": 52109, + "n_ref": 54331 + }, + "8": { + "Dice": 0.9490338477499676, + "FN": 147, + "FP": 1425, + "IoU": 0.9030108588351431, + "TN": 3137968, + "TP": 14636, + "n_pred": 16061, + "n_ref": 14783 + }, + "9": { + "Dice": 0.8775675580453088, + "FN": 3036, + "FP": 439, + "IoU": 0.7818444346788875, + "TN": 3138247, + "TP": 12454, + "n_pred": 12893, + "n_ref": 15490 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0119.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0119.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.903613251926734, + "FN": 445, + "FP": 518, + "IoU": 0.8241738177834581, + "TN": 1746843, + "TP": 4514, + "n_pred": 5032, + "n_ref": 4959 + }, + "10": { + "Dice": 0.8194309120916268, + "FN": 7020, + "FP": 2061, + "IoU": 0.6940982281209997, + "TN": 1722634, + "TP": 20605, + "n_pred": 22666, + "n_ref": 27625 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6943777030273907, + "FN": 607, + "FP": 665, + "IoU": 0.5318365844681634, + "TN": 1749603, + "TP": 1445, + "n_pred": 2110, + "n_ref": 2052 + }, + "13": { + "Dice": 0.7707441945511062, + "FN": 3494, + "FP": 2775, + "IoU": 0.627000654489201, + "TN": 1735513, + "TP": 10538, + "n_pred": 13313, + "n_ref": 14032 + }, + "14": { + "Dice": 0.9219308847833058, + "FN": 1182, + "FP": 5148, + "IoU": 0.8551686267331716, + "TN": 1708614, + "TP": 37376, + "n_pred": 42524, + "n_ref": 38558 + }, + "15": { + "Dice": 0.42928504527005934, + "FN": 255, + "FP": 7057, + "IoU": 0.2733055058636454, + "TN": 1742258, + "TP": 2750, + "n_pred": 9807, + "n_ref": 3005 + }, + "2": { + "Dice": 0.7573860075092345, + "FN": 26625, + "FP": 13244, + "IoU": 0.6095102840352595, + "TN": 1650220, + "TP": 62231, + "n_pred": 75475, + "n_ref": 88856 + }, + "3": { + "Dice": 0.8267116714036007, + "FN": 35294, + "FP": 2081, + "IoU": 0.70461083712696, + "TN": 1625792, + "TP": 89153, + "n_pred": 91234, + "n_ref": 124447 + }, + "4": { + "Dice": 0.5885803432137285, + "FN": 708, + "FP": 5885, + "IoU": 0.4170129984967725, + "TN": 1741011, + "TP": 4716, + "n_pred": 10601, + "n_ref": 5424 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9769831500033644, + "FN": 4929, + "FP": 886, + "IoU": 0.955002011947875, + "TN": 1623092, + "TP": 123413, + "n_pred": 124299, + "n_ref": 128342 + }, + "7": { + "Dice": 0.7369813817219545, + "FN": 306, + "FP": 2477, + "IoU": 0.583507931756959, + "TN": 1745638, + "TP": 3899, + "n_pred": 6376, + "n_ref": 4205 + }, + "8": { + "Dice": 0.9450816913078377, + "FN": 218, + "FP": 1903, + "IoU": 0.8958814000294536, + "TN": 1731949, + "TP": 18250, + "n_pred": 20153, + "n_ref": 18468 + }, + "9": { + "Dice": 0.9596919127086008, + "FN": 630, + "FP": 783, + "IoU": 0.922507403751234, + "TN": 1734086, + "TP": 16821, + "n_pred": 17604, + "n_ref": 17451 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0127.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0127.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.41921174883860335, + "FN": 38740, + "FP": 16, + "IoU": 0.26519158940522913, + "TN": 2575737, + "TP": 13987, + "n_pred": 14003, + "n_ref": 52727 + }, + "10": { + "Dice": 0.9121868916288125, + "FN": 2645, + "FP": 738, + "IoU": 0.8385511119595304, + "TN": 2607526, + "TP": 17571, + "n_pred": 18309, + "n_ref": 20216 + }, + "11": { + "Dice": 0.7478527607361963, + "FN": 498, + "FP": 324, + "IoU": 0.5972562469377756, + "TN": 2626439, + "TP": 1219, + "n_pred": 1543, + "n_ref": 1717 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 58, + "IoU": 0.0, + "TN": 2628422, + "TP": 0, + "n_pred": 58, + "n_ref": 0 + }, + "13": { + "Dice": 0.8661497096987881, + "FN": 5759, + "FP": 1111, + "IoU": 0.7639012990583546, + "TN": 2599382, + "TP": 22228, + "n_pred": 23339, + "n_ref": 27987 + }, + "14": { + "Dice": 0.9752794397291406, + "FN": 1352, + "FP": 780, + "IoU": 0.9517516067710691, + "TN": 2584292, + "TP": 42056, + "n_pred": 42836, + "n_ref": 43408 + }, + "15": { + "Dice": 0.6079545454545454, + "FN": 2, + "FP": 274, + "IoU": 0.43673469387755104, + "TN": 2627990, + "TP": 214, + "n_pred": 488, + "n_ref": 216 + }, + "2": { + "Dice": 0.7941353265556804, + "FN": 560, + "FP": 7317, + "IoU": 0.6585609016038145, + "TN": 2605410, + "TP": 15193, + "n_pred": 22510, + "n_ref": 15753 + }, + "3": { + "Dice": 0.08546214584300975, + "FN": 5894, + "FP": 13, + "IoU": 0.044638524987869965, + "TN": 2622297, + "TP": 276, + "n_pred": 289, + "n_ref": 6170 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.12057134855062317, + "FN": 556, + "FP": 37124, + "IoU": 0.06415319275761866, + "TN": 2588217, + "TP": 2583, + "n_pred": 39707, + "n_ref": 3139 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 450, + "IoU": 0.0, + "TN": 2628030, + "TP": 0, + "n_pred": 450, + "n_ref": 0 + }, + "8": { + "Dice": 0.9716715734380111, + "FN": 300, + "FP": 133, + "IoU": 0.9449039317979386, + "TN": 2620621, + "TP": 7426, + "n_pred": 7559, + "n_ref": 7726 + }, + "9": { + "Dice": 0.9425735085563014, + "FN": 242, + "FP": 2795, + "IoU": 0.8913844283108615, + "TN": 2600519, + "TP": 24924, + "n_pred": 27719, + "n_ref": 25166 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0147.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0147.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9609394783489491, + "FN": 888, + "FP": 4048, + "IoU": 0.9248156948760129, + "TN": 3263756, + "TP": 60716, + "n_pred": 64764, + "n_ref": 61604 + }, + "10": { + "Dice": 0.8314238952536824, + "FN": 133, + "FP": 382, + "IoU": 0.711484593837535, + "TN": 3327623, + "TP": 1270, + "n_pred": 1652, + "n_ref": 1403 + }, + "11": { + "Dice": 0.7187408061194469, + "FN": 897, + "FP": 1015, + "IoU": 0.5609644087256027, + "TN": 3325053, + "TP": 2443, + "n_pred": 3458, + "n_ref": 3340 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 3329406, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "13": { + "Dice": 0.5776470588235294, + "FN": 2293, + "FP": 11349, + "IoU": 0.40612076095947064, + "TN": 3306437, + "TP": 9329, + "n_pred": 20678, + "n_ref": 11622 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1445, + "IoU": 0.0, + "TN": 3327963, + "TP": 0, + "n_pred": 1445, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9715923429107033, + "FN": 361, + "FP": 1215, + "IoU": 0.9447540926140148, + "TN": 3300881, + "TP": 26951, + "n_pred": 28166, + "n_ref": 27312 + }, + "3": { + "Dice": 0.9733488596915235, + "FN": 1362, + "FP": 1064, + "IoU": 0.9480814090354613, + "TN": 3282681, + "TP": 44301, + "n_pred": 45365, + "n_ref": 45663 + }, + "4": { + "Dice": 0.6292531244393949, + "FN": 416, + "FP": 11984, + "IoU": 0.45905858744492434, + "TN": 3306485, + "TP": 10523, + "n_pred": 22507, + "n_ref": 10939 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6704180744820443, + "FN": 7663, + "FP": 124706, + "IoU": 0.5042322414400108, + "TN": 3062410, + "TP": 134629, + "n_pred": 259335, + "n_ref": 142292 + }, + "7": { + "Dice": 0.3040424386601608, + "FN": 24987, + "FP": 135331, + "IoU": 0.17927479177012035, + "TN": 3134071, + "TP": 35019, + "n_pred": 170350, + "n_ref": 60006 + }, + "8": { + "Dice": 0.9346853563972561, + "FN": 121, + "FP": 974, + "IoU": 0.8773796192609182, + "TN": 3320478, + "TP": 7835, + "n_pred": 8809, + "n_ref": 7956 + }, + "9": { + "Dice": 0.8639533228973958, + "FN": 44, + "FP": 1868, + "IoU": 0.7604910434673682, + "TN": 3321425, + "TP": 6071, + "n_pred": 7939, + "n_ref": 6115 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0184.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0184.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8691834942932397, + "FN": 158, + "FP": 140, + "IoU": 0.7686335403726708, + "TN": 2101496, + "TP": 990, + "n_pred": 1130, + "n_ref": 1148 + }, + "10": { + "Dice": 0.11119061247853464, + "FN": 7411, + "FP": 5011, + "IoU": 0.05886809606788393, + "TN": 2089585, + "TP": 777, + "n_pred": 5788, + "n_ref": 8188 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.4879286288106211, + "FN": 5931, + "FP": 6180, + "IoU": 0.3226888876461048, + "TN": 2084903, + "TP": 5770, + "n_pred": 11950, + "n_ref": 11701 + }, + "14": { + "Dice": 0.0, + "FN": 1689, + "FP": 0, + "IoU": 0.0, + "TN": 2101095, + "TP": 0, + "n_pred": 0, + "n_ref": 1689 + }, + "15": { + "Dice": 0.0, + "FN": 109, + "FP": 1839, + "IoU": 0.0, + "TN": 2100836, + "TP": 0, + "n_pred": 1839, + "n_ref": 109 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 95, + "IoU": 0.0, + "TN": 2102689, + "TP": 0, + "n_pred": 95, + "n_ref": 0 + }, + "3": { + "Dice": 0.9396095109220955, + "FN": 412, + "FP": 2712, + "IoU": 0.8860976410106829, + "TN": 2075357, + "TP": 24303, + "n_pred": 27015, + "n_ref": 24715 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6724355858045697, + "FN": 4675, + "FP": 2063, + "IoU": 0.5065182364142375, + "TN": 2089130, + "TP": 6916, + "n_pred": 8979, + "n_ref": 11591 + }, + "6": { + "Dice": 0.8983220848987641, + "FN": 2484, + "FP": 3497, + "IoU": 0.8154126288500709, + "TN": 2070382, + "TP": 26421, + "n_pred": 29918, + "n_ref": 28905 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 739, + "IoU": 0.0, + "TN": 2102045, + "TP": 0, + "n_pred": 739, + "n_ref": 0 + }, + "8": { + "Dice": 0.9670798817147446, + "FN": 1218, + "FP": 463, + "IoU": 0.9362581525860761, + "TN": 2076412, + "TP": 24691, + "n_pred": 25154, + "n_ref": 25909 + }, + "9": { + "Dice": 0.6770135746606335, + "FN": 6149, + "FP": 989, + "IoU": 0.5117313085710377, + "TN": 2088165, + "TP": 7481, + "n_pred": 8470, + "n_ref": 13630 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0192.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9816180163529341, + "FN": 589, + "FP": 326, + "IoU": 0.963899629132802, + "TN": 2252670, + "TP": 24431, + "n_pred": 24757, + "n_ref": 25020 + }, + "10": { + "Dice": 0.0, + "FN": 54, + "FP": 0, + "IoU": 0.0, + "TN": 2277962, + "TP": 0, + "n_pred": 0, + "n_ref": 54 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1357, + "IoU": 0.0, + "TN": 2276659, + "TP": 0, + "n_pred": 1357, + "n_ref": 0 + }, + "14": { + "Dice": 0.9280785562632696, + "FN": 238, + "FP": 846, + "IoU": 0.8658083684080218, + "TN": 2269938, + "TP": 6994, + "n_pred": 7840, + "n_ref": 7232 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.003044561306393579, + "FN": 136, + "FP": 7068, + "IoU": 0.0015246015246015245, + "TN": 2270801, + "TP": 11, + "n_pred": 7079, + "n_ref": 147 + }, + "7": { + "Dice": 0.9085849056603773, + "FN": 767, + "FP": 1171, + "IoU": 0.8324833607053332, + "TN": 2266447, + "TP": 9631, + "n_pred": 10802, + "n_ref": 10398 + }, + "8": { + "Dice": 0.9659286037053774, + "FN": 285, + "FP": 92, + "IoU": 0.9341024296451669, + "TN": 2272295, + "TP": 5344, + "n_pred": 5436, + "n_ref": 5629 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0199.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0199.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9619379305007353, + "FN": 2778, + "FP": 4599, + "IoU": 0.9266670642967911, + "TN": 2002188, + "TP": 93219, + "n_pred": 97818, + "n_ref": 95997 + }, + "10": { + "Dice": 0.3649515490651017, + "FN": 7964, + "FP": 1342, + "IoU": 0.22320534223706176, + "TN": 2090804, + "TP": 2674, + "n_pred": 4016, + "n_ref": 10638 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 1265, + "IoU": 0.0, + "TN": 2101519, + "TP": 0, + "n_pred": 1265, + "n_ref": 0 + }, + "12": { + "Dice": 0.5259704756697648, + "FN": 621, + "FP": 246, + "IoU": 0.35682492581602376, + "TN": 2101436, + "TP": 481, + "n_pred": 727, + "n_ref": 1102 + }, + "13": { + "Dice": 0.6180868260016165, + "FN": 14963, + "FP": 11499, + "IoU": 0.44726892950391645, + "TN": 2054909, + "TP": 21413, + "n_pred": 32912, + "n_ref": 36376 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 10792, + "IoU": 0.0, + "TN": 2091992, + "TP": 0, + "n_pred": 10792, + "n_ref": 0 + }, + "15": { + "Dice": 0.7886031206670963, + "FN": 9431, + "FP": 1394, + "IoU": 0.650986587567707, + "TN": 2071768, + "TP": 20191, + "n_pred": 21585, + "n_ref": 29622 + }, + "2": { + "Dice": 0.8100510830170372, + "FN": 1208, + "FP": 12104, + "IoU": 0.6807444180636497, + "TN": 2061087, + "TP": 28385, + "n_pred": 40489, + "n_ref": 29593 + }, + "3": { + "Dice": 0.016895969104513638, + "FN": 25, + "FP": 4048, + "IoU": 0.008519961051606621, + "TN": 2098676, + "TP": 35, + "n_pred": 4083, + "n_ref": 60 + }, + "4": { + "Dice": 0.1986473645967246, + "FN": 826, + "FP": 13511, + "IoU": 0.11027677795705598, + "TN": 2086670, + "TP": 1777, + "n_pred": 15288, + "n_ref": 2603 + }, + "5": { + "Dice": 0.7221006564551422, + "FN": 600, + "FP": 162, + "IoU": 0.565068493150685, + "TN": 2101032, + "TP": 990, + "n_pred": 1152, + "n_ref": 1590 + }, + "6": { + "Dice": 0.6845805804086583, + "FN": 4978, + "FP": 112558, + "IoU": 0.520427606748679, + "TN": 1857699, + "TP": 127549, + "n_pred": 240107, + "n_ref": 132527 + }, + "7": { + "Dice": 0.7022936424306288, + "FN": 167284, + "FP": 2230, + "IoU": 0.5411807057384215, + "TN": 1733327, + "TP": 199943, + "n_pred": 202173, + "n_ref": 367227 + }, + "8": { + "Dice": 0.9267357715626834, + "FN": 1097, + "FP": 2649, + "IoU": 0.8634740141409724, + "TN": 2075346, + "TP": 23692, + "n_pred": 26341, + "n_ref": 24789 + }, + "9": { + "Dice": 0.8282553500181357, + "FN": 1086, + "FP": 808, + "IoU": 0.7068565237579322, + "TN": 2096323, + "TP": 4567, + "n_pred": 5375, + "n_ref": 5653 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0212.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0212.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.758034443352914, + "FN": 4739, + "FP": 7330, + "IoU": 0.6103506166462194, + "TN": 2772738, + "TP": 18905, + "n_pred": 26235, + "n_ref": 23644 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7441948130277443, + "FN": 8313, + "FP": 5259, + "IoU": 0.5926037101518881, + "TN": 2770398, + "TP": 19742, + "n_pred": 25001, + "n_ref": 28055 + }, + "14": { + "Dice": 0.927886578573412, + "FN": 1204, + "FP": 3211, + "IoU": 0.8654742679545385, + "TN": 2770893, + "TP": 28404, + "n_pred": 31615, + "n_ref": 29608 + }, + "15": { + "Dice": 0.7896810737593892, + "FN": 459, + "FP": 2957, + "IoU": 0.6524570149557433, + "TN": 2793883, + "TP": 6413, + "n_pred": 9370, + "n_ref": 6872 + }, + "2": { + "Dice": 0.9548036706411137, + "FN": 1158, + "FP": 1738, + "IoU": 0.913516096279042, + "TN": 2770226, + "TP": 30590, + "n_pred": 32328, + "n_ref": 31748 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.08027006751687922, + "FN": 1207, + "FP": 1245, + "IoU": 0.04181320828448613, + "TN": 2801153, + "TP": 107, + "n_pred": 1352, + "n_ref": 1314 + }, + "5": { + "Dice": 0.5872602415344542, + "FN": 365, + "FP": 1378, + "IoU": 0.4156889037881328, + "TN": 2800729, + "TP": 1240, + "n_pred": 2618, + "n_ref": 1605 + }, + "6": { + "Dice": 0.9756844519515234, + "FN": 438, + "FP": 6803, + "IoU": 0.9525233252686586, + "TN": 2651195, + "TP": 145276, + "n_pred": 152079, + "n_ref": 145714 + }, + "7": { + "Dice": 0.8124044551212055, + "FN": 22, + "FP": 837, + "IoU": 0.6840750275836704, + "TN": 2800993, + "TP": 1860, + "n_pred": 2697, + "n_ref": 1882 + }, + "8": { + "Dice": 0.8076923076923077, + "FN": 16, + "FP": 4, + "IoU": 0.6774193548387096, + "TN": 2803650, + "TP": 42, + "n_pred": 46, + "n_ref": 58 + }, + "9": { + "Dice": 0.9570216700840268, + "FN": 134, + "FP": 935, + "IoU": 0.917585382776964, + "TN": 2790741, + "TP": 11902, + "n_pred": 12837, + "n_ref": 12036 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0217.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0217.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6770941953423705, + "FN": 481, + "FP": 448, + "IoU": 0.511823436678928, + "TN": 2626577, + "TP": 974, + "n_pred": 1422, + "n_ref": 1455 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.883410211547638, + "FN": 566, + "FP": 167, + "IoU": 0.7911680911680912, + "TN": 2624970, + "TP": 2777, + "n_pred": 2944, + "n_ref": 3343 + }, + "13": { + "Dice": 0.0, + "FN": 6, + "FP": 0, + "IoU": 0.0, + "TN": 2628474, + "TP": 0, + "n_pred": 0, + "n_ref": 6 + }, + "14": { + "Dice": 0.8818297331639136, + "FN": 73, + "FP": 20, + "IoU": 0.7886363636363637, + "TN": 2628040, + "TP": 347, + "n_pred": 367, + "n_ref": 420 + }, + "15": { + "Dice": 0.0, + "FN": 184, + "FP": 0, + "IoU": 0.0, + "TN": 2628296, + "TP": 0, + "n_pred": 0, + "n_ref": 184 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 27, + "IoU": 0.0, + "TN": 2628453, + "TP": 0, + "n_pred": 27, + "n_ref": 0 + }, + "3": { + "Dice": 0.9623298697497439, + "FN": 312, + "FP": 975, + "IoU": 0.9273947873180639, + "TN": 2610754, + "TP": 16439, + "n_pred": 17414, + "n_ref": 16751 + }, + "4": { + "Dice": 0.32189973614775724, + "FN": 1285, + "FP": 0, + "IoU": 0.1918238993710692, + "TN": 2626890, + "TP": 305, + "n_pred": 305, + "n_ref": 1590 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9601193169867361, + "FN": 3683, + "FP": 2574, + "IoU": 0.9232975789151088, + "TN": 2546905, + "TP": 75318, + "n_pred": 77892, + "n_ref": 79001 + }, + "7": { + "Dice": 0.8364875094625284, + "FN": 104, + "FP": 3784, + "IoU": 0.7189329863370202, + "TN": 2614647, + "TP": 9945, + "n_pred": 13729, + "n_ref": 10049 + }, + "8": { + "Dice": 0.944796458640743, + "FN": 1831, + "FP": 713, + "IoU": 0.8953689232540923, + "TN": 2604166, + "TP": 21770, + "n_pred": 22483, + "n_ref": 23601 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 2628479, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0237.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0237.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9472383720930233, + "FN": 72, + "FP": 654, + "IoU": 0.8997652906254314, + "TN": 3146933, + "TP": 6517, + "n_pred": 7171, + "n_ref": 6589 + }, + "10": { + "Dice": 0.0, + "FN": 6, + "FP": 0, + "IoU": 0.0, + "TN": 3154170, + "TP": 0, + "n_pred": 0, + "n_ref": 6 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.19187046436511598, + "FN": 2224, + "FP": 17041, + "IoU": 0.10611544172234595, + "TN": 3132624, + "TP": 2287, + "n_pred": 19328, + "n_ref": 4511 + }, + "15": { + "Dice": 0.1136032624526653, + "FN": 555, + "FP": 5531, + "IoU": 0.06022235948116121, + "TN": 3147700, + "TP": 390, + "n_pred": 5921, + "n_ref": 945 + }, + "2": { + "Dice": 0.9580361004505713, + "FN": 5413, + "FP": 2252, + "IoU": 0.9194522966341253, + "TN": 3059015, + "TP": 87496, + "n_pred": 89748, + "n_ref": 92909 + }, + "3": { + "Dice": 0.05939159826170932, + "FN": 46, + "FP": 7746, + "IoU": 0.03060462801691963, + "TN": 3146138, + "TP": 246, + "n_pred": 7992, + "n_ref": 292 + }, + "4": { + "Dice": 0.6064692639946574, + "FN": 1247, + "FP": 35288, + "IoU": 0.4352033638907354, + "TN": 3089489, + "TP": 28152, + "n_pred": 63440, + "n_ref": 29399 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9741220384769832, + "FN": 3292, + "FP": 8050, + "IoU": 0.9495496296955275, + "TN": 2929361, + "TP": 213473, + "n_pred": 221523, + "n_ref": 216765 + }, + "7": { + "Dice": 0.11673118031082096, + "FN": 2627, + "FP": 119681, + "IoU": 0.06198328092645142, + "TN": 3023786, + "TP": 8082, + "n_pred": 127763, + "n_ref": 10709 + }, + "8": { + "Dice": 0.07459207459207459, + "FN": 794, + "FP": 0, + "IoU": 0.0387409200968523, + "TN": 3153350, + "TP": 32, + "n_pred": 32, + "n_ref": 826 + }, + "9": { + "Dice": 0.7147385103011094, + "FN": 112, + "FP": 1328, + "IoU": 0.5561035758323057, + "TN": 3150932, + "TP": 1804, + "n_pred": 3132, + "n_ref": 1916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0264.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0264.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8898677336074099, + "FN": 1014, + "FP": 7987, + "IoU": 0.8015871266394797, + "TN": 2758347, + "TP": 36364, + "n_pred": 44351, + "n_ref": 37378 + }, + "10": { + "Dice": 0.794712060847519, + "FN": 5245, + "FP": 423, + "IoU": 0.6593545285173388, + "TN": 2787073, + "TP": 10971, + "n_pred": 11394, + "n_ref": 16216 + }, + "11": { + "Dice": 0.0, + "FN": 1500, + "FP": 0, + "IoU": 0.0, + "TN": 2802212, + "TP": 0, + "n_pred": 0, + "n_ref": 1500 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 105, + "IoU": 0.0, + "TN": 2803607, + "TP": 0, + "n_pred": 105, + "n_ref": 0 + }, + "13": { + "Dice": 0.8089654588554013, + "FN": 7584, + "FP": 1442, + "IoU": 0.6792124249209226, + "TN": 2775575, + "TP": 19111, + "n_pred": 20553, + "n_ref": 26695 + }, + "14": { + "Dice": 0.9221706960817962, + "FN": 5988, + "FP": 3763, + "IoU": 0.855581391904501, + "TN": 2736193, + "TP": 57768, + "n_pred": 61531, + "n_ref": 63756 + }, + "15": { + "Dice": 0.7332976681247443, + "FN": 4614, + "FP": 3861, + "IoU": 0.5789029116565636, + "TN": 2783586, + "TP": 11651, + "n_pred": 15512, + "n_ref": 16265 + }, + "2": { + "Dice": 0.0018846335060914048, + "FN": 14816, + "FP": 13, + "IoU": 0.0009432055514383885, + "TN": 2788869, + "TP": 14, + "n_pred": 27, + "n_ref": 14830 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 15130, + "IoU": 0.0, + "TN": 2788582, + "TP": 0, + "n_pred": 15130, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.1444866920152091, + "FN": 199, + "FP": 26, + "IoU": 0.0778688524590164, + "TN": 2803468, + "TP": 19, + "n_pred": 45, + "n_ref": 218 + }, + "6": { + "Dice": 0.926708421123522, + "FN": 10999, + "FP": 19473, + "IoU": 0.8634265276669745, + "TN": 2580594, + "TP": 192646, + "n_pred": 212119, + "n_ref": 203645 + }, + "7": { + "Dice": 0.8569379532334769, + "FN": 22333, + "FP": 54468, + "IoU": 0.7496862971328373, + "TN": 2496893, + "TP": 230018, + "n_pred": 284486, + "n_ref": 252351 + }, + "8": { + "Dice": 0.4729673957903425, + "FN": 131, + "FP": 1146, + "IoU": 0.30972972972972973, + "TN": 2801862, + "TP": 573, + "n_pred": 1719, + "n_ref": 704 + }, + "9": { + "Dice": 0.8409681008902077, + "FN": 15022, + "FP": 2128, + "IoU": 0.7255780462436995, + "TN": 2741217, + "TP": 45345, + "n_pred": 47473, + "n_ref": 60367 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0294.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0294.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 30322, + "IoU": 0.0, + "TN": 2422926, + "TP": 0, + "n_pred": 30322, + "n_ref": 0 + }, + "10": { + "Dice": 0.8274955209651703, + "FN": 2452, + "FP": 8043, + "IoU": 0.705750413547537, + "TN": 2417581, + "TP": 25172, + "n_pred": 33215, + "n_ref": 27624 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7015351308797481, + "FN": 5846, + "FP": 220, + "IoU": 0.5402804092459265, + "TN": 2440053, + "TP": 7129, + "n_pred": 7349, + "n_ref": 12975 + }, + "14": { + "Dice": 0.6326140964298859, + "FN": 31883, + "FP": 59, + "IoU": 0.46264488669818143, + "TN": 2393805, + "TP": 27501, + "n_pred": 27560, + "n_ref": 59384 + }, + "15": { + "Dice": 0.24385918240666843, + "FN": 108, + "FP": 8419, + "IoU": 0.13886083619470813, + "TN": 2443346, + "TP": 1375, + "n_pred": 9794, + "n_ref": 1483 + }, + "2": { + "Dice": 0.8104166666666667, + "FN": 11, + "FP": 171, + "IoU": 0.681260945709282, + "TN": 2452677, + "TP": 389, + "n_pred": 560, + "n_ref": 400 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.662923279665387, + "FN": 4960, + "FP": 923, + "IoU": 0.49580047994514914, + "TN": 2441580, + "TP": 5785, + "n_pred": 6708, + "n_ref": 10745 + }, + "6": { + "Dice": 0.805215599459783, + "FN": 539, + "FP": 83401, + "IoU": 0.67394217659329, + "TN": 2195809, + "TP": 173499, + "n_pred": 256900, + "n_ref": 174038 + }, + "7": { + "Dice": 0.5582845031791547, + "FN": 258, + "FP": 3285, + "IoU": 0.38723625043237636, + "TN": 2447466, + "TP": 2239, + "n_pred": 5524, + "n_ref": 2497 + }, + "8": { + "Dice": 0.8597385652499577, + "FN": 1021, + "FP": 4784, + "IoU": 0.7539837260552636, + "TN": 2429652, + "TP": 17791, + "n_pred": 22575, + "n_ref": 18812 + }, + "9": { + "Dice": 0.7228579958204796, + "FN": 3817, + "FP": 4538, + "IoU": 0.5659965716066698, + "TN": 2433997, + "TP": 10896, + "n_pred": 15434, + "n_ref": 14713 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0296.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0296.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9720295740914298, + "FN": 205, + "FP": 2481, + "IoU": 0.9455812634223428, + "TN": 1878194, + "TP": 46672, + "n_pred": 49153, + "n_ref": 46877 + }, + "10": { + "Dice": 0.9027639537554552, + "FN": 1838, + "FP": 702, + "IoU": 0.8227618449515037, + "TN": 1913221, + "TP": 11791, + "n_pred": 12493, + "n_ref": 13629 + }, + "11": { + "Dice": 0.7103274559193955, + "FN": 71, + "FP": 44, + "IoU": 0.55078125, + "TN": 1927296, + "TP": 141, + "n_pred": 185, + "n_ref": 212 + }, + "12": { + "Dice": 0.6697142857142857, + "FN": 12, + "FP": 277, + "IoU": 0.5034364261168385, + "TN": 1926970, + "TP": 293, + "n_pred": 570, + "n_ref": 305 + }, + "13": { + "Dice": 0.7008763487158706, + "FN": 3480, + "FP": 2425, + "IoU": 0.5394993371285971, + "TN": 1914729, + "TP": 6918, + "n_pred": 9343, + "n_ref": 10398 + }, + "14": { + "Dice": 0.8258263749212734, + "FN": 6435, + "FP": 2138, + "IoU": 0.7033256047340555, + "TN": 1898655, + "TP": 20324, + "n_pred": 22462, + "n_ref": 26759 + }, + "15": { + "Dice": 0.6463595315366163, + "FN": 13900, + "FP": 6150, + "IoU": 0.47749719855106454, + "TN": 1889179, + "TP": 18323, + "n_pred": 24473, + "n_ref": 32223 + }, + "2": { + "Dice": 0.9802038727165246, + "FN": 240, + "FP": 1133, + "IoU": 0.96117630425562, + "TN": 1892187, + "TP": 33992, + "n_pred": 35125, + "n_ref": 34232 + }, + "3": { + "Dice": 0.793222683264177, + "FN": 401, + "FP": 197, + "IoU": 0.6573065902578796, + "TN": 1925807, + "TP": 1147, + "n_pred": 1344, + "n_ref": 1548 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8159378036929057, + "FN": 1277, + "FP": 617, + "IoU": 0.6891004596191727, + "TN": 1921460, + "TP": 4198, + "n_pred": 4815, + "n_ref": 5475 + }, + "6": { + "Dice": 0.9493488500969798, + "FN": 7699, + "FP": 1441, + "IoU": 0.9035814125217575, + "TN": 1832757, + "TP": 85655, + "n_pred": 87096, + "n_ref": 93354 + }, + "7": { + "Dice": 0.8697247706422019, + "FN": 24, + "FP": 1112, + "IoU": 0.7694805194805194, + "TN": 1922624, + "TP": 3792, + "n_pred": 4904, + "n_ref": 3816 + }, + "8": { + "Dice": 0.9531311440059871, + "FN": 957, + "FP": 2738, + "IoU": 0.9104589734890709, + "TN": 1886286, + "TP": 37571, + "n_pred": 40309, + "n_ref": 38528 + }, + "9": { + "Dice": 0.9331175710443904, + "FN": 506, + "FP": 5239, + "IoU": 0.8746208070535344, + "TN": 1881731, + "TP": 40076, + "n_pred": 45315, + "n_ref": 40582 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0302.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0302.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9754427080702676, + "FN": 655, + "FP": 4207, + "IoU": 0.9520626281747909, + "TN": 2702288, + "TP": 96562, + "n_pred": 100769, + "n_ref": 97217 + }, + "10": { + "Dice": 0.6779069767441861, + "FN": 546, + "FP": 8, + "IoU": 0.5127528583992964, + "TN": 2802575, + "TP": 583, + "n_pred": 591, + "n_ref": 1129 + }, + "11": { + "Dice": 0.7214844460614881, + "FN": 566, + "FP": 965, + "IoU": 0.564314171883893, + "TN": 2800198, + "TP": 1983, + "n_pred": 2948, + "n_ref": 2549 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 36, + "IoU": 0.0, + "TN": 2803676, + "TP": 0, + "n_pred": 36, + "n_ref": 0 + }, + "13": { + "Dice": 0.42887643448091806, + "FN": 4055, + "FP": 225, + "IoU": 0.272974350263292, + "TN": 2797825, + "TP": 1607, + "n_pred": 1832, + "n_ref": 5662 + }, + "14": { + "Dice": 0.2825494780994624, + "FN": 4403, + "FP": 55121, + "IoU": 0.16451680819706646, + "TN": 2732467, + "TP": 11721, + "n_pred": 66842, + "n_ref": 16124 + }, + "15": { + "Dice": 0.8830188679245283, + "FN": 21, + "FP": 537, + "IoU": 0.7905405405405406, + "TN": 2801048, + "TP": 2106, + "n_pred": 2643, + "n_ref": 2127 + }, + "2": { + "Dice": 0.9552775982460809, + "FN": 1748, + "FP": 1781, + "IoU": 0.9143841432349159, + "TN": 2762493, + "TP": 37690, + "n_pred": 39471, + "n_ref": 39438 + }, + "3": { + "Dice": 0.9810034408257982, + "FN": 693, + "FP": 494, + "IoU": 0.9627151652217615, + "TN": 2771876, + "TP": 30649, + "n_pred": 31143, + "n_ref": 31342 + }, + "4": { + "Dice": 0.8987108655616943, + "FN": 608, + "FP": 52, + "IoU": 0.8160535117056856, + "TN": 2800124, + "TP": 2928, + "n_pred": 2980, + "n_ref": 3536 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9885586492228559, + "FN": 1493, + "FP": 3623, + "IoU": 0.9773761458964415, + "TN": 2577579, + "TP": 221017, + "n_pred": 224640, + "n_ref": 222510 + }, + "7": { + "Dice": 0.8970455670809898, + "FN": 4772, + "FP": 11446, + "IoU": 0.8133115388157289, + "TN": 2716840, + "TP": 70654, + "n_pred": 82100, + "n_ref": 75426 + }, + "8": { + "Dice": 0.9008667869715705, + "FN": 401, + "FP": 2950, + "IoU": 0.8196156537654088, + "TN": 2785135, + "TP": 15226, + "n_pred": 18176, + "n_ref": 15627 + }, + "9": { + "Dice": 0.8569046957488191, + "FN": 303, + "FP": 727, + "IoU": 0.7496353913466213, + "TN": 2799598, + "TP": 3084, + "n_pred": 3811, + "n_ref": 3387 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0348.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0348.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.38275100401606427, + "FN": 41639, + "FP": 19839, + "IoU": 0.23666794968897056, + "TN": 3248869, + "TP": 19061, + "n_pred": 38900, + "n_ref": 60700 + }, + "10": { + "Dice": 0.8352856315591632, + "FN": 7408, + "FP": 8805, + "IoU": 0.7171592058895363, + "TN": 3272086, + "TP": 41109, + "n_pred": 49914, + "n_ref": 48517 + }, + "11": { + "Dice": 0.47555555555555556, + "FN": 509, + "FP": 199, + "IoU": 0.3119533527696793, + "TN": 3328379, + "TP": 321, + "n_pred": 520, + "n_ref": 830 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 73, + "IoU": 0.0, + "TN": 3329335, + "TP": 0, + "n_pred": 73, + "n_ref": 0 + }, + "13": { + "Dice": 0.6777631771061469, + "FN": 968, + "FP": 1239, + "IoU": 0.5125883392226148, + "TN": 3324880, + "TP": 2321, + "n_pred": 3560, + "n_ref": 3289 + }, + "14": { + "Dice": 0.7942601427567587, + "FN": 3291, + "FP": 2272, + "IoU": 0.6587325930924484, + "TN": 3313107, + "TP": 10738, + "n_pred": 13010, + "n_ref": 14029 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 1753, + "IoU": 0.0, + "TN": 3327655, + "TP": 0, + "n_pred": 1753, + "n_ref": 0 + }, + "2": { + "Dice": 0.8618120475152878, + "FN": 2394, + "FP": 1538, + "IoU": 0.757179027975051, + "TN": 3313215, + "TP": 12261, + "n_pred": 13799, + "n_ref": 14655 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1296, + "IoU": 0.0, + "TN": 3328112, + "TP": 0, + "n_pred": 1296, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.49755030790353116, + "FN": 20199, + "FP": 265618, + "IoU": 0.331159379592448, + "TN": 2902076, + "TP": 141515, + "n_pred": 407133, + "n_ref": 161714 + }, + "7": { + "Dice": 0.7814780247751569, + "FN": 5768, + "FP": 35440, + "IoU": 0.64133272986805, + "TN": 3214516, + "TP": 73684, + "n_pred": 109124, + "n_ref": 79452 + }, + "8": { + "Dice": 0.9395167575993765, + "FN": 1837, + "FP": 491, + "IoU": 0.8859326767602528, + "TN": 3308999, + "TP": 18081, + "n_pred": 18572, + "n_ref": 19918 + }, + "9": { + "Dice": 0.9510446327489794, + "FN": 1316, + "FP": 111, + "IoU": 0.906658817373103, + "TN": 3314120, + "TP": 13861, + "n_pred": 13972, + "n_ref": 15177 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0349.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0349.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7993813993174061, + "FN": 7494, + "FP": 30, + "IoU": 0.6658079417251488, + "TN": 2080270, + "TP": 14990, + "n_pred": 15020, + "n_ref": 22484 + }, + "11": { + "Dice": 0.33480176211453744, + "FN": 151, + "FP": 0, + "IoU": 0.20105820105820105, + "TN": 2102595, + "TP": 38, + "n_pred": 38, + "n_ref": 189 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.24339776749251293, + "FN": 170, + "FP": 2609, + "IoU": 0.13856168629882207, + "TN": 2099558, + "TP": 447, + "n_pred": 3056, + "n_ref": 617 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9434511770892323, + "FN": 952, + "FP": 3242, + "IoU": 0.8929555895865238, + "TN": 2063604, + "TP": 34986, + "n_pred": 38228, + "n_ref": 35938 + }, + "3": { + "Dice": 0.9591990413640917, + "FN": 5341, + "FP": 890, + "IoU": 0.9215970002768201, + "TN": 2023310, + "TP": 73243, + "n_pred": 74133, + "n_ref": 78584 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 13, + "IoU": 0.0, + "TN": 2102771, + "TP": 0, + "n_pred": 13, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9759288178446834, + "FN": 3861, + "FP": 3584, + "IoU": 0.9529892402505556, + "TN": 1944416, + "TP": 150923, + "n_pred": 154507, + "n_ref": 154784 + }, + "7": { + "Dice": 0.8923326205122891, + "FN": 2243, + "FP": 9186, + "IoU": 0.805596189828202, + "TN": 2043994, + "TP": 47361, + "n_pred": 56547, + "n_ref": 49604 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0361.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0361.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9677719489260616, + "FN": 949, + "FP": 2307, + "IoU": 0.9375563354620946, + "TN": 1700177, + "TP": 48887, + "n_pred": 51194, + "n_ref": 49836 + }, + "10": { + "Dice": 0.8883227760947398, + "FN": 659, + "FP": 963, + "IoU": 0.7990833643007555, + "TN": 1744247, + "TP": 6451, + "n_pred": 7414, + "n_ref": 7110 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5073170731707317, + "FN": 289, + "FP": 14, + "IoU": 0.33986928104575165, + "TN": 1751861, + "TP": 156, + "n_pred": 170, + "n_ref": 445 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9666764607544149, + "FN": 1676, + "FP": 1613, + "IoU": 0.9355022159469741, + "TN": 1701326, + "TP": 47705, + "n_pred": 49318, + "n_ref": 49381 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8580183861082737, + "FN": 860, + "FP": 5256, + "IoU": 0.7513416815742398, + "TN": 1727724, + "TP": 18480, + "n_pred": 23736, + "n_ref": 19340 + }, + "7": { + "Dice": 0.9707996919484262, + "FN": 3883, + "FP": 1994, + "IoU": 0.9432563169226907, + "TN": 1648749, + "TP": 97694, + "n_pred": 99688, + "n_ref": 101577 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0367.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0367.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9763173539426039, + "FN": 2105, + "FP": 86, + "IoU": 0.9537304922602581, + "TN": 3632519, + "TP": 45162, + "n_pred": 45248, + "n_ref": 47267 + }, + "10": { + "Dice": 0.8096052222567609, + "FN": 6400, + "FP": 5850, + "IoU": 0.6801148975062018, + "TN": 3641577, + "TP": 26045, + "n_pred": 31895, + "n_ref": 32445 + }, + "11": { + "Dice": 0.5, + "FN": 18, + "FP": 0, + "IoU": 0.3333333333333333, + "TN": 3679845, + "TP": 9, + "n_pred": 9, + "n_ref": 27 + }, + "12": { + "Dice": 0.711531190926276, + "FN": 456, + "FP": 1833, + "IoU": 0.5522300469483568, + "TN": 3674760, + "TP": 2823, + "n_pred": 4656, + "n_ref": 3279 + }, + "13": { + "Dice": 0.8723309410243837, + "FN": 2820, + "FP": 2908, + "IoU": 0.7735699885361901, + "TN": 3654575, + "TP": 19569, + "n_pred": 22477, + "n_ref": 22389 + }, + "14": { + "Dice": 0.9168917145687123, + "FN": 6546, + "FP": 3271, + "IoU": 0.8465374394247304, + "TN": 3615902, + "TP": 54153, + "n_pred": 57424, + "n_ref": 60699 + }, + "15": { + "Dice": 0.9276221673957664, + "FN": 686, + "FP": 2805, + "IoU": 0.8650143067048178, + "TN": 3654010, + "TP": 22371, + "n_pred": 25176, + "n_ref": 23057 + }, + "2": { + "Dice": 0.9277970011534026, + "FN": 193, + "FP": 120, + "IoU": 0.8653184165232358, + "TN": 3677548, + "TP": 2011, + "n_pred": 2131, + "n_ref": 2204 + }, + "3": { + "Dice": 0.9512884978001257, + "FN": 186, + "FP": 124, + "IoU": 0.907102187593647, + "TN": 3676535, + "TP": 3027, + "n_pred": 3151, + "n_ref": 3213 + }, + "4": { + "Dice": 0.48401553630116523, + "FN": 1459, + "FP": 268, + "IoU": 0.3192747339377217, + "TN": 3677335, + "TP": 810, + "n_pred": 1078, + "n_ref": 2269 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3679872, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.968168436267789, + "FN": 1495, + "FP": 1500, + "IoU": 0.9383008528696799, + "TN": 3631330, + "TP": 45547, + "n_pred": 47047, + "n_ref": 47042 + }, + "7": { + "Dice": 0.8274766726225928, + "FN": 757, + "FP": 981, + "IoU": 0.7057229935658652, + "TN": 3673966, + "TP": 4168, + "n_pred": 5149, + "n_ref": 4925 + }, + "8": { + "Dice": 0.9618196011638634, + "FN": 1643, + "FP": 509, + "IoU": 0.9264474673593547, + "TN": 3650614, + "TP": 27106, + "n_pred": 27615, + "n_ref": 28749 + }, + "9": { + "Dice": 0.9719895561357702, + "FN": 609, + "FP": 732, + "IoU": 0.9455055266579974, + "TN": 3655264, + "TP": 23267, + "n_pred": 23999, + "n_ref": 23876 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0378.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0378.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8940397350993378, + "FN": 128, + "FP": 0, + "IoU": 0.8083832335329342, + "TN": 3153508, + "TP": 540, + "n_pred": 540, + "n_ref": 668 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 400, + "IoU": 0.0, + "TN": 3153776, + "TP": 0, + "n_pred": 400, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 3154172, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.3176895306859206, + "FN": 189, + "FP": 0, + "IoU": 0.1888412017167382, + "TN": 3153943, + "TP": 44, + "n_pred": 44, + "n_ref": 233 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 31486, + "IoU": 0.0, + "TN": 3122690, + "TP": 0, + "n_pred": 31486, + "n_ref": 0 + }, + "2": { + "Dice": 0.5346534653465347, + "FN": 5, + "FP": 42, + "IoU": 0.36486486486486486, + "TN": 3154102, + "TP": 27, + "n_pred": 69, + "n_ref": 32 + }, + "3": { + "Dice": 0.9627579265223956, + "FN": 139, + "FP": 305, + "IoU": 0.928190198932557, + "TN": 3147993, + "TP": 5739, + "n_pred": 6044, + "n_ref": 5878 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8451704545454546, + "FN": 325, + "FP": 2073, + "IoU": 0.7318573185731857, + "TN": 3145233, + "TP": 6545, + "n_pred": 8618, + "n_ref": 6870 + }, + "6": { + "Dice": 0.7921278029063613, + "FN": 538, + "FP": 12422, + "IoU": 0.6558043183810055, + "TN": 3116523, + "TP": 24693, + "n_pred": 37115, + "n_ref": 25231 + }, + "7": { + "Dice": 0.9155882172187487, + "FN": 51018, + "FP": 1176, + "IoU": 0.8443178428682216, + "TN": 2818916, + "TP": 283066, + "n_pred": 284242, + "n_ref": 334084 + }, + "8": { + "Dice": 0.9568630449465407, + "FN": 1265, + "FP": 2120, + "IoU": 0.9172937842064113, + "TN": 3113248, + "TP": 37543, + "n_pred": 39663, + "n_ref": 38808 + }, + "9": { + "Dice": 0.6988005330964016, + "FN": 1340, + "FP": 16, + "IoU": 0.5370433595083647, + "TN": 3151247, + "TP": 1573, + "n_pred": 1589, + "n_ref": 2913 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0379.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0379.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9732810227618629, + "FN": 2037, + "FP": 1123, + "IoU": 0.9479526962479824, + "TN": 3093462, + "TP": 57554, + "n_pred": 58677, + "n_ref": 59591 + }, + "10": { + "Dice": 0.8922245322245322, + "FN": 1303, + "FP": 1289, + "IoU": 0.805420013512499, + "TN": 3140855, + "TP": 10729, + "n_pred": 12018, + "n_ref": 12032 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.46866485013623976, + "FN": 45, + "FP": 345, + "IoU": 0.30604982206405695, + "TN": 3153614, + "TP": 172, + "n_pred": 517, + "n_ref": 217 + }, + "13": { + "Dice": 0.7288254934472028, + "FN": 9081, + "FP": 2858, + "IoU": 0.5733481042061251, + "TN": 3126193, + "TP": 16044, + "n_pred": 18902, + "n_ref": 25125 + }, + "14": { + "Dice": 0.7939491937799404, + "FN": 11654, + "FP": 1981, + "IoU": 0.6583049318364074, + "TN": 3114272, + "TP": 26269, + "n_pred": 28250, + "n_ref": 37923 + }, + "15": { + "Dice": 0.8556038556038557, + "FN": 4010, + "FP": 9742, + "IoU": 0.7476465730800991, + "TN": 3099681, + "TP": 40743, + "n_pred": 50485, + "n_ref": 44753 + }, + "2": { + "Dice": 0.9583404013291158, + "FN": 1228, + "FP": 2947, + "IoU": 0.9200130278182236, + "TN": 3101980, + "TP": 48021, + "n_pred": 50968, + "n_ref": 49249 + }, + "3": { + "Dice": 0.9401197604790419, + "FN": 48, + "FP": 272, + "IoU": 0.8870056497175142, + "TN": 3151344, + "TP": 2512, + "n_pred": 2784, + "n_ref": 2560 + }, + "4": { + "Dice": 0.9368185262048292, + "FN": 1507, + "FP": 2329, + "IoU": 0.881146398140976, + "TN": 3121901, + "TP": 28439, + "n_pred": 30768, + "n_ref": 29946 + }, + "5": { + "Dice": 0.0, + "FN": 54, + "FP": 0, + "IoU": 0.0, + "TN": 3154122, + "TP": 0, + "n_pred": 0, + "n_ref": 54 + }, + "6": { + "Dice": 0.9564719900546735, + "FN": 5482, + "FP": 4637, + "IoU": 0.9165752916443382, + "TN": 3032881, + "TP": 111176, + "n_pred": 115813, + "n_ref": 116658 + }, + "7": { + "Dice": 0.9106907659837822, + "FN": 1806, + "FP": 9450, + "IoU": 0.8360259305120548, + "TN": 3085531, + "TP": 57389, + "n_pred": 66839, + "n_ref": 59195 + }, + "8": { + "Dice": 0.878494623655914, + "FN": 80, + "FP": 146, + "IoU": 0.7833173537871524, + "TN": 3153133, + "TP": 817, + "n_pred": 963, + "n_ref": 897 + }, + "9": { + "Dice": 0.844541555393704, + "FN": 1765, + "FP": 156, + "IoU": 0.7309146939347247, + "TN": 3147037, + "TP": 5218, + "n_pred": 5374, + "n_ref": 6983 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0390.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0390.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9366306027820711, + "FN": 26, + "FP": 15, + "IoU": 0.8808139534883721, + "TN": 3679528, + "TP": 303, + "n_pred": 318, + "n_ref": 329 + }, + "10": { + "Dice": 0.8322351748606184, + "FN": 4044, + "FP": 2576, + "IoU": 0.7126736111111112, + "TN": 3656832, + "TP": 16420, + "n_pred": 18996, + "n_ref": 20464 + }, + "11": { + "Dice": 0.6980267794221282, + "FN": 1139, + "FP": 575, + "IoU": 0.5361299052774019, + "TN": 3676177, + "TP": 1981, + "n_pred": 2556, + "n_ref": 3120 + }, + "12": { + "Dice": 0.5699825479930192, + "FN": 1759, + "FP": 705, + "IoU": 0.3985843299975592, + "TN": 3675775, + "TP": 1633, + "n_pred": 2338, + "n_ref": 3392 + }, + "13": { + "Dice": 0.8879298343310594, + "FN": 609, + "FP": 196, + "IoU": 0.7984476715072609, + "TN": 3675878, + "TP": 3189, + "n_pred": 3385, + "n_ref": 3798 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3679872, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 11304, + "IoU": 0.0, + "TN": 3668568, + "TP": 0, + "n_pred": 11304, + "n_ref": 0 + }, + "2": { + "Dice": 0.9713493417097142, + "FN": 1214, + "FP": 1121, + "IoU": 0.9442946775771167, + "TN": 3637955, + "TP": 39582, + "n_pred": 40703, + "n_ref": 40796 + }, + "3": { + "Dice": 0.9661428862957535, + "FN": 448, + "FP": 1377, + "IoU": 0.9345033017513638, + "TN": 3652008, + "TP": 26039, + "n_pred": 27416, + "n_ref": 26487 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 160, + "IoU": 0.0, + "TN": 3679712, + "TP": 0, + "n_pred": 160, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3679872, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.975839302384881, + "FN": 2450, + "FP": 9015, + "IoU": 0.9528185417163927, + "TN": 3436874, + "TP": 231533, + "n_pred": 240548, + "n_ref": 233983 + }, + "7": { + "Dice": 0.9597221794301861, + "FN": 4009, + "FP": 5142, + "IoU": 0.9225633388054902, + "TN": 3561698, + "TP": 109023, + "n_pred": 114165, + "n_ref": 113032 + }, + "8": { + "Dice": 0.7545304777594728, + "FN": 125, + "FP": 24, + "IoU": 0.6058201058201058, + "TN": 3679494, + "TP": 229, + "n_pred": 253, + "n_ref": 354 + }, + "9": { + "Dice": 0.9616556807711389, + "FN": 666, + "FP": 416, + "IoU": 0.9261433447098976, + "TN": 3665222, + "TP": 13568, + "n_pred": 13984, + "n_ref": 14234 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0391.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0391.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9401386263390044, + "FN": 29, + "FP": 66, + "IoU": 0.8870392390011891, + "TN": 2452407, + "TP": 746, + "n_pred": 812, + "n_ref": 775 + }, + "10": { + "Dice": 0.9102510980359658, + "FN": 2405, + "FP": 844, + "IoU": 0.8352851711026616, + "TN": 2433523, + "TP": 16476, + "n_pred": 17320, + "n_ref": 18881 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 157, + "IoU": 0.0, + "TN": 2453091, + "TP": 0, + "n_pred": 157, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8818391840874514, + "FN": 2461, + "FP": 1733, + "IoU": 0.7886514815561378, + "TN": 2433404, + "TP": 15650, + "n_pred": 17383, + "n_ref": 18111 + }, + "14": { + "Dice": 0.9312345913142424, + "FN": 189, + "FP": 1624, + "IoU": 0.871318049542196, + "TN": 2439159, + "TP": 12276, + "n_pred": 13900, + "n_ref": 12465 + }, + "15": { + "Dice": 0.15713196033562166, + "FN": 1069, + "FP": 36, + "IoU": 0.08526490066225166, + "TN": 2452040, + "TP": 103, + "n_pred": 139, + "n_ref": 1172 + }, + "2": { + "Dice": 0.9616731262521298, + "FN": 1383, + "FP": 664, + "IoU": 0.9261757068667051, + "TN": 2425520, + "TP": 25681, + "n_pred": 26345, + "n_ref": 27064 + }, + "3": { + "Dice": 0.3076923076923077, + "FN": 4, + "FP": 59, + "IoU": 0.18181818181818182, + "TN": 2453171, + "TP": 14, + "n_pred": 73, + "n_ref": 18 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.809797736129152, + "FN": 2372, + "FP": 703, + "IoU": 0.6803866541939507, + "TN": 2443627, + "TP": 6546, + "n_pred": 7249, + "n_ref": 8918 + }, + "6": { + "Dice": 0.9279202753945385, + "FN": 3652, + "FP": 14083, + "IoU": 0.8655329021692155, + "TN": 2321357, + "TP": 114156, + "n_pred": 128239, + "n_ref": 117808 + }, + "7": { + "Dice": 0.70539511478257, + "FN": 3410, + "FP": 36283, + "IoU": 0.5448728973891507, + "TN": 2366035, + "TP": 47520, + "n_pred": 83803, + "n_ref": 50930 + }, + "8": { + "Dice": 0.955148241996042, + "FN": 2045, + "FP": 380, + "IoU": 0.9141471358776464, + "TN": 2425002, + "TP": 25821, + "n_pred": 26201, + "n_ref": 27866 + }, + "9": { + "Dice": 0.9399168966667678, + "FN": 3302, + "FP": 660, + "IoU": 0.8866445410849164, + "TN": 2418296, + "TP": 30990, + "n_pred": 31650, + "n_ref": 34292 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0398.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0398.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 16316, + "IoU": 0.0, + "TN": 3137860, + "TP": 0, + "n_pred": 16316, + "n_ref": 0 + }, + "10": { + "Dice": 0.6077072504856408, + "FN": 29634, + "FP": 254, + "IoU": 0.4364795052603794, + "TN": 3101138, + "TP": 23150, + "n_pred": 23404, + "n_ref": 52784 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 29, + "IoU": 0.0, + "TN": 3154147, + "TP": 0, + "n_pred": 29, + "n_ref": 0 + }, + "12": { + "Dice": 0.4605062519060689, + "FN": 572, + "FP": 1197, + "IoU": 0.2991283676703645, + "TN": 3151652, + "TP": 755, + "n_pred": 1952, + "n_ref": 1327 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 666, + "IoU": 0.0, + "TN": 3153510, + "TP": 0, + "n_pred": 666, + "n_ref": 0 + }, + "14": { + "Dice": 0.49719460163343193, + "FN": 83751, + "FP": 38, + "IoU": 0.33084430104778945, + "TN": 3028960, + "TP": 41427, + "n_pred": 41465, + "n_ref": 125178 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 1158, + "IoU": 0.0, + "TN": 3153018, + "TP": 0, + "n_pred": 1158, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 2009, + "IoU": 0.0, + "TN": 3152167, + "TP": 0, + "n_pred": 2009, + "n_ref": 0 + }, + "3": { + "Dice": 0.9480082995308148, + "FN": 13095, + "FP": 812, + "IoU": 0.9011556831750724, + "TN": 3013480, + "TP": 126789, + "n_pred": 127601, + "n_ref": 139884 + }, + "4": { + "Dice": 0.8666297731045932, + "FN": 952, + "FP": 12, + "IoU": 0.7646484375, + "TN": 3150080, + "TP": 3132, + "n_pred": 3144, + "n_ref": 4084 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 79, + "IoU": 0.0, + "TN": 3154097, + "TP": 0, + "n_pred": 79, + "n_ref": 0 + }, + "6": { + "Dice": 0.9742376616222171, + "FN": 5288, + "FP": 9817, + "IoU": 0.9497693814367852, + "TN": 2853463, + "TP": 285608, + "n_pred": 295425, + "n_ref": 290896 + }, + "7": { + "Dice": 0.9357349600433584, + "FN": 5224, + "FP": 5922, + "IoU": 0.8792311359597799, + "TN": 3061884, + "TP": 81146, + "n_pred": 87068, + "n_ref": 86370 + }, + "8": { + "Dice": 0.8929411764705882, + "FN": 163, + "FP": 19, + "IoU": 0.8065887353878852, + "TN": 3153235, + "TP": 759, + "n_pred": 778, + "n_ref": 922 + }, + "9": { + "Dice": 0.7862444461566119, + "FN": 7980, + "FP": 343, + "IoU": 0.6477782479898434, + "TN": 3130546, + "TP": 15307, + "n_pred": 15650, + "n_ref": 23287 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0410.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0410.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": 0.6551096085734716, + "FN": 3978.7088888888898, + "FP": 3231.799999999999, + "IoU": 0.5616472043299034, + "TN": 2533346.1199999996, + "TP": 23671.63777777778, + "n_pred": 26903.43777777778, + "n_ref": 27650.346666666668 + }, + "mean": { + "1": { + "Dice": 0.7214232338144483, + "FN": 3757.133333333333, + "FP": 2195.9666666666667, + "IoU": 0.6624016759248132, + "TN": 2537338.566666667, + "TP": 20936.6, + "n_pred": 23132.566666666666, + "n_ref": 24693.733333333334 + }, + "10": { + "Dice": 0.6369035181574476, + "FN": 3786.6, + "FP": 4773.966666666666, + "IoU": 0.5124465027933129, + "TN": 2542608.933333333, + "TP": 13058.766666666666, + "n_pred": 17832.733333333334, + "n_ref": 16845.366666666665 + }, + "11": { + "Dice": 0.42744284117072284, + "FN": 344.93333333333334, + "FP": 192.16666666666666, + "IoU": 0.3200806382446316, + "TN": 2563292.6333333333, + "TP": 398.53333333333336, + "n_pred": 590.7, + "n_ref": 743.4666666666667 + }, + "12": { + "Dice": 0.4889326802751699, + "FN": 356.53333333333336, + "FP": 364.5, + "IoU": 0.35228253022146067, + "TN": 2562957.566666667, + "TP": 549.6666666666666, + "n_pred": 914.1666666666666, + "n_ref": 906.2 + }, + "13": { + "Dice": 0.583843588368768, + "FN": 3737.3, + "FP": 5146.333333333333, + "IoU": 0.4522368231585764, + "TN": 2545549.3, + "TP": 9795.333333333334, + "n_pred": 14941.666666666666, + "n_ref": 13532.633333333333 + }, + "14": { + "Dice": 0.6811909753749442, + "FN": 1480.7666666666667, + "FP": 5299.266666666666, + "IoU": 0.6052427285309636, + "TN": 2540485.3, + "TP": 16962.933333333334, + "n_pred": 22262.2, + "n_ref": 18443.7 + }, + "15": { + "Dice": 0.5987864658598568, + "FN": 1514.3333333333333, + "FP": 1535.7, + "IoU": 0.5132272506332556, + "TN": 2553846.566666667, + "TP": 7331.666666666667, + "n_pred": 8867.366666666667, + "n_ref": 8846.0 + }, + "2": { + "Dice": 0.6486700769482905, + "FN": 4250.233333333334, + "FP": 2028.6, + "IoU": 0.5793130228973794, + "TN": 2540425.5, + "TP": 17523.933333333334, + "n_pred": 19552.533333333333, + "n_ref": 21774.166666666668 + }, + "3": { + "Dice": 0.7964615320776287, + "FN": 2891.766666666667, + "FP": 3187.0666666666666, + "IoU": 0.7252411012349532, + "TN": 2532604.2, + "TP": 25545.233333333334, + "n_pred": 28732.3, + "n_ref": 28437.0 + }, + "4": { + "Dice": 0.5199089016630769, + "FN": 2748.0666666666666, + "FP": 1543.9333333333334, + "IoU": 0.4432475755894338, + "TN": 2551459.2666666666, + "TP": 8477.0, + "n_pred": 10020.933333333332, + "n_ref": 11225.066666666668 + }, + "5": { + "Dice": 0.4642992972505337, + "FN": 853.3, + "FP": 428.1666666666667, + "IoU": 0.3431926263880542, + "TN": 2561867.9, + "TP": 1078.9, + "n_pred": 1507.0666666666666, + "n_ref": 1932.2 + }, + "6": { + "Dice": 0.9162451818614977, + "FN": 22109.733333333334, + "FP": 9669.766666666666, + "IoU": 0.859601204442744, + "TN": 2371555.466666667, + "TP": 160893.3, + "n_pred": 170563.06666666668, + "n_ref": 183003.03333333333 + }, + "7": { + "Dice": 0.7473980943703219, + "FN": 6065.733333333334, + "FP": 8692.266666666666, + "IoU": 0.6539933388696132, + "TN": 2502488.7666666666, + "TP": 46981.5, + "n_pred": 55673.76666666667, + "n_ref": 53047.23333333333 + }, + "8": { + "Dice": 0.8391487253846597, + "FN": 3245.266666666667, + "FP": 737.9666666666667, + "IoU": 0.7595135552286209, + "TN": 2544782.5, + "TP": 15462.533333333333, + "n_pred": 16200.5, + "n_ref": 18707.8 + }, + "9": { + "Dice": 0.7559890160247077, + "FN": 2538.9333333333334, + "FP": 2681.3333333333335, + "IoU": 0.6426874907907422, + "TN": 2548929.3333333335, + "TP": 10078.666666666666, + "n_pred": 12760.0, + "n_ref": 12617.6 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9451863440800135, + "FN": 662, + "FP": 319, + "IoU": 0.896069498887594, + "TN": 2268577, + "TP": 8458, + "n_pred": 8777, + "n_ref": 9120 + }, + "10": { + "Dice": 0.5327825098057418, + "FN": 3521, + "FP": 16610, + "IoU": 0.3631244265873644, + "TN": 2246407, + "TP": 11478, + "n_pred": 28088, + "n_ref": 14999 + }, + "11": { + "Dice": 0.39766081871345027, + "FN": 85, + "FP": 18, + "IoU": 0.24817518248175183, + "TN": 2277879, + "TP": 34, + "n_pred": 52, + "n_ref": 119 + }, + "12": { + "Dice": 0.5489199491740788, + "FN": 900, + "FP": 165, + "IoU": 0.37828371278458844, + "TN": 2276303, + "TP": 648, + "n_pred": 813, + "n_ref": 1548 + }, + "13": { + "Dice": 0.6719260264924962, + "FN": 3781, + "FP": 5160, + "IoU": 0.5059402110847102, + "TN": 2259919, + "TP": 9156, + "n_pred": 14316, + "n_ref": 12937 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 2225, + "IoU": 0.0, + "TN": 2275791, + "TP": 0, + "n_pred": 2225, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9425725422260719, + "FN": 2769, + "FP": 3198, + "IoU": 0.8913826998689384, + "TN": 2223080, + "TP": 48969, + "n_pred": 52167, + "n_ref": 51738 + }, + "3": { + "Dice": 0.9099275315846854, + "FN": 3060, + "FP": 2558, + "IoU": 0.8347404030004413, + "TN": 2244021, + "TP": 28377, + "n_pred": 30935, + "n_ref": 31437 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7708411878201858, + "FN": 9867, + "FP": 466, + "IoU": 0.6271290415704388, + "TN": 2250304, + "TP": 17379, + "n_pred": 17845, + "n_ref": 27246 + }, + "7": { + "Dice": 0.7994347787688775, + "FN": 1022, + "FP": 1249, + "IoU": 0.6658820067676916, + "TN": 2271219, + "TP": 4526, + "n_pred": 5775, + "n_ref": 5548 + }, + "8": { + "Dice": 0.9243338909496448, + "FN": 5635, + "FP": 607, + "IoU": 0.8593130183916337, + "TN": 2233648, + "TP": 38126, + "n_pred": 38733, + "n_ref": 43761 + }, + "9": { + "Dice": 0.8569807780420221, + "FN": 3522, + "FP": 3033, + "IoU": 0.7497518515690617, + "TN": 2251822, + "TP": 19639, + "n_pred": 22672, + "n_ref": 23161 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0001.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0001.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.951186521120076, + "FN": 1231, + "FP": 2883, + "IoU": 0.9069167590560445, + "TN": 2058587, + "TP": 40083, + "n_pred": 42966, + "n_ref": 41314 + }, + "10": { + "Dice": 0.7395446014377279, + "FN": 3852, + "FP": 10858, + "IoU": 0.5867281002416137, + "TN": 2067190, + "TP": 20884, + "n_pred": 31742, + "n_ref": 24736 + }, + "11": { + "Dice": 0.20327868852459016, + "FN": 133, + "FP": 110, + "IoU": 0.11313868613138686, + "TN": 2102510, + "TP": 31, + "n_pred": 141, + "n_ref": 164 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.39217683610064175, + "FN": 10223, + "FP": 1711, + "IoU": 0.2439178915357324, + "TN": 2087000, + "TP": 3850, + "n_pred": 5561, + "n_ref": 14073 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 65, + "IoU": 0.0, + "TN": 2102719, + "TP": 0, + "n_pred": 65, + "n_ref": 0 + }, + "15": { + "Dice": 0.8744934045793644, + "FN": 4690, + "FP": 5034, + "IoU": 0.7769775922570583, + "TN": 2059183, + "TP": 33877, + "n_pred": 38911, + "n_ref": 38567 + }, + "2": { + "Dice": 0.9405572456419914, + "FN": 781, + "FP": 450, + "IoU": 0.8877848678213309, + "TN": 2091814, + "TP": 9739, + "n_pred": 10189, + "n_ref": 10520 + }, + "3": { + "Dice": 0.9616045387350673, + "FN": 1691, + "FP": 2153, + "IoU": 0.9260484801846864, + "TN": 2050804, + "TP": 48136, + "n_pred": 50289, + "n_ref": 49827 + }, + "4": { + "Dice": 0.0, + "FN": 101, + "FP": 3469, + "IoU": 0.0, + "TN": 2099214, + "TP": 0, + "n_pred": 3469, + "n_ref": 101 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9742181131991201, + "FN": 2789, + "FP": 6447, + "IoU": 0.949732224496016, + "TN": 1919048, + "TP": 174500, + "n_pred": 180947, + "n_ref": 177289 + }, + "7": { + "Dice": 0.9267700170051195, + "FN": 7389, + "FP": 750, + "IoU": 0.8635334752938415, + "TN": 2043143, + "TP": 51502, + "n_pred": 52252, + "n_ref": 58891 + }, + "8": { + "Dice": 0.9095124139994017, + "FN": 578, + "FP": 632, + "IoU": 0.8340419695515019, + "TN": 2095493, + "TP": 6081, + "n_pred": 6713, + "n_ref": 6659 + }, + "9": { + "Dice": 0.9452594901888869, + "FN": 460, + "FP": 734, + "IoU": 0.8962009910458142, + "TN": 2091281, + "TP": 10309, + "n_pred": 11043, + "n_ref": 10769 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0011.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0011.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 1927551, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "10": { + "Dice": 0.7578453476326854, + "FN": 3697, + "FP": 4251, + "IoU": 0.6101054697081187, + "TN": 1907167, + "TP": 12437, + "n_pred": 16688, + "n_ref": 16134 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6274490738489961, + "FN": 2915, + "FP": 4748, + "IoU": 0.45714083309719467, + "TN": 1913436, + "TP": 6453, + "n_pred": 11201, + "n_ref": 9368 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.9280030555732383, + "FN": 1653, + "FP": 1740, + "IoU": 0.8656769596199525, + "TN": 1902292, + "TP": 21867, + "n_pred": 23607, + "n_ref": 23520 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 11, + "IoU": 0.0, + "TN": 1927541, + "TP": 0, + "n_pred": 11, + "n_ref": 0 + }, + "3": { + "Dice": 0.9492656875834445, + "FN": 661, + "FP": 4279, + "IoU": 0.9034307496823379, + "TN": 1876397, + "TP": 46215, + "n_pred": 50494, + "n_ref": 46876 + }, + "4": { + "Dice": 0.0, + "FN": 251, + "FP": 0, + "IoU": 0.0, + "TN": 1927301, + "TP": 0, + "n_pred": 0, + "n_ref": 251 + }, + "5": { + "Dice": 0.0, + "FN": 9, + "FP": 0, + "IoU": 0.0, + "TN": 1927543, + "TP": 0, + "n_pred": 0, + "n_ref": 9 + }, + "6": { + "Dice": 0.7345096763701415, + "FN": 12241, + "FP": 819, + "IoU": 0.5804150870654758, + "TN": 1896426, + "TP": 18066, + "n_pred": 18885, + "n_ref": 30307 + }, + "7": { + "Dice": 0.9171681661539884, + "FN": 8872, + "FP": 9035, + "IoU": 0.8470088683081866, + "TN": 1810506, + "TP": 99139, + "n_pred": 108174, + "n_ref": 108011 + }, + "8": { + "Dice": 0.8340512355474949, + "FN": 434, + "FP": 1030, + "IoU": 0.7153412405210966, + "TN": 1922409, + "TP": 3679, + "n_pred": 4709, + "n_ref": 4113 + }, + "9": { + "Dice": 0.6460361613351877, + "FN": 607, + "FP": 411, + "IoU": 0.4771443246019517, + "TN": 1925605, + "TP": 929, + "n_pred": 1340, + "n_ref": 1536 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0014.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0014.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4381669805398619, + "FN": 79, + "FP": 816, + "IoU": 0.2805466237942122, + "TN": 2802468, + "TP": 349, + "n_pred": 1165, + "n_ref": 428 + }, + "10": { + "Dice": 0.482454852444575, + "FN": 3921, + "FP": 3129, + "IoU": 0.31791795665634676, + "TN": 2793376, + "TP": 3286, + "n_pred": 6415, + "n_ref": 7207 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8307059629883482, + "FN": 234, + "FP": 260, + "IoU": 0.7104337631887456, + "TN": 2802006, + "TP": 1212, + "n_pred": 1472, + "n_ref": 1446 + }, + "13": { + "Dice": 0.4397573752412462, + "FN": 1046, + "FP": 3018, + "IoU": 0.2818519172998763, + "TN": 2798053, + "TP": 1595, + "n_pred": 4613, + "n_ref": 2641 + }, + "14": { + "Dice": 0.9587991890257639, + "FN": 2635, + "FP": 840, + "IoU": 0.9208590493976178, + "TN": 2759803, + "TP": 40434, + "n_pred": 41274, + "n_ref": 43069 + }, + "15": { + "Dice": 0.7671855167345848, + "FN": 2983, + "FP": 502, + "IoU": 0.6223041075105669, + "TN": 2794485, + "TP": 5742, + "n_pred": 6244, + "n_ref": 8725 + }, + "2": { + "Dice": 0.6924426517126601, + "FN": 18503, + "FP": 254, + "IoU": 0.5295696227929374, + "TN": 2763840, + "TP": 21115, + "n_pred": 21369, + "n_ref": 39618 + }, + "3": { + "Dice": 0.7837569049893164, + "FN": 3556, + "FP": 18405, + "IoU": 0.6444081024627989, + "TN": 2741953, + "TP": 39798, + "n_pred": 58203, + "n_ref": 43354 + }, + "4": { + "Dice": 0.876069262871504, + "FN": 3618, + "FP": 1757, + "IoU": 0.7794690846428425, + "TN": 2779339, + "TP": 18998, + "n_pred": 20755, + "n_ref": 22616 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9534672951588038, + "FN": 10275, + "FP": 10673, + "IoU": 0.9110726217614821, + "TN": 2568149, + "TP": 214615, + "n_pred": 225288, + "n_ref": 224890 + }, + "7": { + "Dice": 0.9321720294237105, + "FN": 11652, + "FP": 7887, + "IoU": 0.8729608655227792, + "TN": 2649909, + "TP": 134264, + "n_pred": 142151, + "n_ref": 145916 + }, + "8": { + "Dice": 0.91549720838992, + "FN": 339, + "FP": 781, + "IoU": 0.8441630722137192, + "TN": 2796525, + "TP": 6067, + "n_pred": 6848, + "n_ref": 6406 + }, + "9": { + "Dice": 0.5582433941198363, + "FN": 2578, + "FP": 3357, + "IoU": 0.3871966959215281, + "TN": 2794027, + "TP": 3750, + "n_pred": 7107, + "n_ref": 6328 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0042.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0042.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 12136, + "IoU": 0.0, + "TN": 2616344, + "TP": 0, + "n_pred": 12136, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 575, + "FP": 0, + "IoU": 0.0, + "TN": 2627905, + "TP": 0, + "n_pred": 0, + "n_ref": 575 + }, + "11": { + "Dice": 0.4462809917355372, + "FN": 201, + "FP": 0, + "IoU": 0.2872340425531915, + "TN": 2628198, + "TP": 81, + "n_pred": 81, + "n_ref": 282 + }, + "12": { + "Dice": 0.0, + "FN": 29, + "FP": 0, + "IoU": 0.0, + "TN": 2628451, + "TP": 0, + "n_pred": 0, + "n_ref": 29 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.647736577377471, + "FN": 2627, + "FP": 9419, + "IoU": 0.47900177327970245, + "TN": 2605359, + "TP": 11075, + "n_pred": 20494, + "n_ref": 13702 + }, + "15": { + "Dice": 0.21922428330522767, + "FN": 152, + "FP": 4478, + "IoU": 0.12310606060606061, + "TN": 2623200, + "TP": 650, + "n_pred": 5128, + "n_ref": 802 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 156, + "IoU": 0.0, + "TN": 2628324, + "TP": 0, + "n_pred": 156, + "n_ref": 0 + }, + "3": { + "Dice": 0.8793614110584267, + "FN": 6420, + "FP": 2663, + "IoU": 0.7846967075165335, + "TN": 2586293, + "TP": 33104, + "n_pred": 35767, + "n_ref": 39524 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 66, + "IoU": 0.0, + "TN": 2628414, + "TP": 0, + "n_pred": 66, + "n_ref": 0 + }, + "5": { + "Dice": 0.8202425642506497, + "FN": 1123, + "FP": 1367, + "IoU": 0.6952637376086158, + "TN": 2620309, + "TP": 5681, + "n_pred": 7048, + "n_ref": 6804 + }, + "6": { + "Dice": 0.9491348583452581, + "FN": 5353, + "FP": 12100, + "IoU": 0.9031937788427405, + "TN": 2448192, + "TP": 162835, + "n_pred": 174935, + "n_ref": 168188 + }, + "7": { + "Dice": 0.25871619420006514, + "FN": 1947, + "FP": 328, + "IoU": 0.14857784431137724, + "TN": 2625808, + "TP": 397, + "n_pred": 725, + "n_ref": 2344 + }, + "8": { + "Dice": 0.8590972155002743, + "FN": 3866, + "FP": 501, + "IoU": 0.7529977375565611, + "TN": 2610800, + "TP": 13313, + "n_pred": 13814, + "n_ref": 17179 + }, + "9": { + "Dice": 0.7419635099913119, + "FN": 6884, + "FP": 2917, + "IoU": 0.5897790055248618, + "TN": 2604588, + "TP": 14091, + "n_pred": 17008, + "n_ref": 20975 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0057.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0057.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 388, + "FP": 0, + "IoU": 0.0, + "TN": 2628092, + "TP": 0, + "n_pred": 0, + "n_ref": 388 + }, + "10": { + "Dice": 0.23905218956208757, + "FN": 1635, + "FP": 3439, + "IoU": 0.13575200136262988, + "TN": 2622609, + "TP": 797, + "n_pred": 4236, + "n_ref": 2432 + }, + "11": { + "Dice": 0.4035273368606702, + "FN": 1571, + "FP": 120, + "IoU": 0.2527618205921343, + "TN": 2626217, + "TP": 572, + "n_pred": 692, + "n_ref": 2143 + }, + "12": { + "Dice": 0.6651490066225165, + "FN": 1226, + "FP": 392, + "IoU": 0.49829457364341084, + "TN": 2625255, + "TP": 1607, + "n_pred": 1999, + "n_ref": 2833 + }, + "13": { + "Dice": 0.010201818585052118, + "FN": 438, + "FP": 21877, + "IoU": 0.0051270619705751225, + "TN": 2606050, + "TP": 115, + "n_pred": 21992, + "n_ref": 553 + }, + "14": { + "Dice": 0.7901139799953477, + "FN": 779, + "FP": 17267, + "IoU": 0.6530482763924403, + "TN": 2576467, + "TP": 33967, + "n_pred": 51234, + "n_ref": 34746 + }, + "15": { + "Dice": 0.7892569174546087, + "FN": 2152, + "FP": 8747, + "IoU": 0.6518781142200076, + "TN": 2597172, + "TP": 20409, + "n_pred": 29156, + "n_ref": 22561 + }, + "2": { + "Dice": 0.5278810408921933, + "FN": 46, + "FP": 208, + "IoU": 0.35858585858585856, + "TN": 2628084, + "TP": 142, + "n_pred": 350, + "n_ref": 188 + }, + "3": { + "Dice": 0.782983970406905, + "FN": 240, + "FP": 112, + "IoU": 0.6433637284701115, + "TN": 2627493, + "TP": 635, + "n_pred": 747, + "n_ref": 875 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 5008, + "IoU": 0.0, + "TN": 2623472, + "TP": 0, + "n_pred": 5008, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9608427044696438, + "FN": 5277, + "FP": 14644, + "IoU": 0.924636442050149, + "TN": 2364148, + "TP": 244411, + "n_pred": 259055, + "n_ref": 249688 + }, + "7": { + "Dice": 0.7280023993487482, + "FN": 10218, + "FP": 8827, + "IoU": 0.5723300098805354, + "TN": 2583948, + "TP": 25487, + "n_pred": 34314, + "n_ref": 35705 + }, + "8": { + "Dice": 0.8857472941748753, + "FN": 6800, + "FP": 716, + "IoU": 0.794924965893588, + "TN": 2591830, + "TP": 29134, + "n_pred": 29850, + "n_ref": 35934 + }, + "9": { + "Dice": 0.4321445113478462, + "FN": 6951, + "FP": 2857, + "IoU": 0.2756277695716396, + "TN": 2614940, + "TP": 3732, + "n_pred": 6589, + "n_ref": 10683 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0067.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0067.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8862470862470863, + "FN": 323, + "FP": 165, + "IoU": 0.7957304311427376, + "TN": 2450859, + "TP": 1901, + "n_pred": 2066, + "n_ref": 2224 + }, + "10": { + "Dice": 0.8182709498817694, + "FN": 5525, + "FP": 777, + "IoU": 0.6924353343094193, + "TN": 2432758, + "TP": 14188, + "n_pred": 14965, + "n_ref": 19713 + }, + "11": { + "Dice": 0.7906976744186046, + "FN": 61, + "FP": 29, + "IoU": 0.6538461538461539, + "TN": 2452988, + "TP": 170, + "n_pred": 199, + "n_ref": 231 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8300308234258036, + "FN": 422, + "FP": 6526, + "IoU": 0.7094467444486263, + "TN": 2429335, + "TP": 16965, + "n_pred": 23491, + "n_ref": 17387 + }, + "14": { + "Dice": 0.9322033898305084, + "FN": 7416, + "FP": 360, + "IoU": 0.873015873015873, + "TN": 2392012, + "TP": 53460, + "n_pred": 53820, + "n_ref": 60876 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9300190588677422, + "FN": 851, + "FP": 1756, + "IoU": 0.8691921726041144, + "TN": 2433318, + "TP": 17323, + "n_pred": 19079, + "n_ref": 18174 + }, + "3": { + "Dice": 0.9555421767342297, + "FN": 2861, + "FP": 3785, + "IoU": 0.9148690884869601, + "TN": 2375180, + "TP": 71422, + "n_pred": 75207, + "n_ref": 74283 + }, + "4": { + "Dice": 0.9489275877773199, + "FN": 1396, + "FP": 959, + "IoU": 0.902818470680477, + "TN": 2429015, + "TP": 21878, + "n_pred": 22837, + "n_ref": 23274 + }, + "5": { + "Dice": 0.5833333333333334, + "FN": 0, + "FP": 210, + "IoU": 0.4117647058823529, + "TN": 2452891, + "TP": 147, + "n_pred": 357, + "n_ref": 147 + }, + "6": { + "Dice": 0.9589264423193907, + "FN": 9616, + "FP": 3888, + "IoU": 0.9210938412995209, + "TN": 2282108, + "TP": 157636, + "n_pred": 161524, + "n_ref": 167252 + }, + "7": { + "Dice": 0.9793235294117647, + "FN": 1716, + "FP": 2502, + "IoU": 0.9594847707690978, + "TN": 2349139, + "TP": 99891, + "n_pred": 102393, + "n_ref": 101607 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 2453247, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "9": { + "Dice": 0.8591231310882711, + "FN": 1724, + "FP": 7199, + "IoU": 0.7530375577758711, + "TN": 2417117, + "TP": 27208, + "n_pred": 34407, + "n_ref": 28932 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0078.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0078.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.46508058326937834, + "FN": 675, + "FP": 22, + "IoU": 0.303, + "TN": 1400856, + "TP": 303, + "n_pred": 325, + "n_ref": 978 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.868194342715636, + "FN": 663, + "FP": 3116, + "IoU": 0.7670878274268105, + "TN": 1385631, + "TP": 12446, + "n_pred": 15562, + "n_ref": 13109 + }, + "14": { + "Dice": 0.8376191332494156, + "FN": 1520, + "FP": 1189, + "IoU": 0.7206064356435643, + "TN": 1392160, + "TP": 6987, + "n_pred": 8176, + "n_ref": 8507 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.923511356660528, + "FN": 1929, + "FP": 1186, + "IoU": 0.8578923357664233, + "TN": 1379936, + "TP": 18805, + "n_pred": 19991, + "n_ref": 20734 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 1401848, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9008782936010038, + "FN": 141, + "FP": 17, + "IoU": 0.819634703196347, + "TN": 1400980, + "TP": 718, + "n_pred": 735, + "n_ref": 859 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 20, + "IoU": 0.0, + "TN": 1401836, + "TP": 0, + "n_pred": 20, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8635331120041936, + "FN": 1296, + "FP": 266, + "IoU": 0.759840098400984, + "TN": 1395352, + "TP": 4942, + "n_pred": 5208, + "n_ref": 6238 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0084.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0084.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 9254, + "IoU": 0.0, + "TN": 1567834, + "TP": 0, + "n_pred": 9254, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.7175097276264591, + "FN": 144, + "FP": 1308, + "IoU": 0.5594660194174758, + "TN": 1573792, + "TP": 1844, + "n_pred": 3152, + "n_ref": 1988 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8083929733246584, + "FN": 934, + "FP": 1422, + "IoU": 0.6784056784056784, + "TN": 1569762, + "TP": 4970, + "n_pred": 6392, + "n_ref": 5904 + }, + "14": { + "Dice": 0.8564753556070129, + "FN": 552, + "FP": 6390, + "IoU": 0.7489784849032725, + "TN": 1549433, + "TP": 20713, + "n_pred": 27103, + "n_ref": 21265 + }, + "15": { + "Dice": 0.8765654213849791, + "FN": 1989, + "FP": 1510, + "IoU": 0.7802549770771839, + "TN": 1561165, + "TP": 12424, + "n_pred": 13934, + "n_ref": 14413 + }, + "2": { + "Dice": 0.9335015033953085, + "FN": 4178, + "FP": 1727, + "IoU": 0.8752956580503464, + "TN": 1529736, + "TP": 41447, + "n_pred": 43174, + "n_ref": 45625 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 730, + "IoU": 0.0, + "TN": 1576358, + "TP": 0, + "n_pred": 730, + "n_ref": 0 + }, + "4": { + "Dice": 0.953166652636305, + "FN": 1019, + "FP": 650, + "IoU": 0.9105237763362461, + "TN": 1558435, + "TP": 16984, + "n_pred": 17634, + "n_ref": 18003 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9450863308862123, + "FN": 7530, + "FP": 8582, + "IoU": 0.8958897382381639, + "TN": 1422329, + "TP": 138647, + "n_pred": 147229, + "n_ref": 146177 + }, + "7": { + "Dice": 0.9270339507081653, + "FN": 2948, + "FP": 2008, + "IoU": 0.8639918768352589, + "TN": 1540649, + "TP": 31483, + "n_pred": 33491, + "n_ref": 34431 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.855438531083978, + "FN": 1197, + "FP": 5007, + "IoU": 0.7473941368078176, + "TN": 1552528, + "TP": 18356, + "n_pred": 23363, + "n_ref": 19553 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0086.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0086.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8773960216998191, + "FN": 339, + "FP": 0, + "IoU": 0.7815721649484536, + "TN": 3853552, + "TP": 1213, + "n_pred": 1213, + "n_ref": 1552 + }, + "10": { + "Dice": 0.797930811509861, + "FN": 1126, + "FP": 749, + "IoU": 0.6637977407208177, + "TN": 3849527, + "TP": 3702, + "n_pred": 4451, + "n_ref": 4828 + }, + "11": { + "Dice": 0.4921135646687697, + "FN": 1560, + "FP": 50, + "IoU": 0.3263598326359833, + "TN": 3852714, + "TP": 780, + "n_pred": 830, + "n_ref": 2340 + }, + "12": { + "Dice": 0.7240646258503401, + "FN": 321, + "FP": 977, + "IoU": 0.5674775074975008, + "TN": 3852103, + "TP": 1703, + "n_pred": 2680, + "n_ref": 2024 + }, + "13": { + "Dice": 0.3262638559620683, + "FN": 976, + "FP": 9539, + "IoU": 0.19493147538473318, + "TN": 3842043, + "TP": 2546, + "n_pred": 12085, + "n_ref": 3522 + }, + "14": { + "Dice": 0.8973622553095004, + "FN": 436, + "FP": 2280, + "IoU": 0.81383233943382, + "TN": 3840515, + "TP": 11873, + "n_pred": 14153, + "n_ref": 12309 + }, + "15": { + "Dice": 0.7089795918367346, + "FN": 1436, + "FP": 1416, + "IoU": 0.5491621877963958, + "TN": 3848778, + "TP": 3474, + "n_pred": 4890, + "n_ref": 4910 + }, + "2": { + "Dice": 0.14305364511691884, + "FN": 623, + "FP": 0, + "IoU": 0.07703703703703704, + "TN": 3854429, + "TP": 52, + "n_pred": 52, + "n_ref": 675 + }, + "3": { + "Dice": 0.9814907151383285, + "FN": 462, + "FP": 763, + "IoU": 0.9636541656776644, + "TN": 3821400, + "TP": 32479, + "n_pred": 33242, + "n_ref": 32941 + }, + "4": { + "Dice": 0.8094486199709467, + "FN": 23323, + "FP": 813, + "IoU": 0.679893899204244, + "TN": 3779704, + "TP": 51264, + "n_pred": 52077, + "n_ref": 74587 + }, + "5": { + "Dice": 0.4040790312300829, + "FN": 4722, + "FP": 888, + "IoU": 0.2531948881789137, + "TN": 3847592, + "TP": 1902, + "n_pred": 2790, + "n_ref": 6624 + }, + "6": { + "Dice": 0.8792737057854565, + "FN": 15415, + "FP": 32590, + "IoU": 0.7845570415582084, + "TN": 3632284, + "TP": 174815, + "n_pred": 207405, + "n_ref": 190230 + }, + "7": { + "Dice": 0.7945429849792266, + "FN": 8537, + "FP": 12035, + "IoU": 0.6591217895608947, + "TN": 3794754, + "TP": 39778, + "n_pred": 51813, + "n_ref": 48315 + }, + "8": { + "Dice": 0.7733026467203682, + "FN": 581, + "FP": 10, + "IoU": 0.6303939962476548, + "TN": 3853505, + "TP": 1008, + "n_pred": 1018, + "n_ref": 1589 + }, + "9": { + "Dice": 0.9461579114258535, + "FN": 2245, + "FP": 302, + "IoU": 0.8978175399181577, + "TN": 3830178, + "TP": 22379, + "n_pred": 22681, + "n_ref": 24624 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0102.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0102.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9149561389241295, + "FN": 3784, + "FP": 4059, + "IoU": 0.8432434593168509, + "TN": 2403215, + "TP": 42190, + "n_pred": 46249, + "n_ref": 45974 + }, + "10": { + "Dice": 0.5820932663116508, + "FN": 6250, + "FP": 2147, + "IoU": 0.41053001053001054, + "TN": 2439003, + "TP": 5848, + "n_pred": 7995, + "n_ref": 12098 + }, + "11": { + "Dice": 0.6405919661733616, + "FN": 504, + "FP": 856, + "IoU": 0.4712286158631415, + "TN": 2450676, + "TP": 1212, + "n_pred": 2068, + "n_ref": 1716 + }, + "12": { + "Dice": 0.48661800486618007, + "FN": 612, + "FP": 21, + "IoU": 0.3215434083601286, + "TN": 2452315, + "TP": 300, + "n_pred": 321, + "n_ref": 912 + }, + "13": { + "Dice": 0.5661063940391613, + "FN": 1694, + "FP": 3314, + "IoU": 0.3948036253776435, + "TN": 2444973, + "TP": 3267, + "n_pred": 6581, + "n_ref": 4961 + }, + "14": { + "Dice": 0.10083239860676545, + "FN": 5269, + "FP": 86117, + "IoU": 0.053092943736400375, + "TN": 2356738, + "TP": 5124, + "n_pred": 91241, + "n_ref": 10393 + }, + "15": { + "Dice": 0.8539946464231591, + "FN": 1767, + "FP": 8542, + "IoU": 0.7451925453556775, + "TN": 2412790, + "TP": 30149, + "n_pred": 38691, + "n_ref": 31916 + }, + "2": { + "Dice": 0.9461601267950627, + "FN": 2778, + "FP": 1706, + "IoU": 0.8978215294868289, + "TN": 2409364, + "TP": 39400, + "n_pred": 41106, + "n_ref": 42178 + }, + "3": { + "Dice": 0.9076605713086955, + "FN": 1360, + "FP": 3922, + "IoU": 0.8309327187760066, + "TN": 2422006, + "TP": 25960, + "n_pred": 29882, + "n_ref": 27320 + }, + "4": { + "Dice": 0.7463532665053577, + "FN": 506, + "FP": 3163, + "IoU": 0.5953457593470828, + "TN": 2444181, + "TP": 5398, + "n_pred": 8561, + "n_ref": 5904 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9800053522957526, + "FN": 1970, + "FP": 5352, + "IoU": 0.9607946026986507, + "TN": 2266488, + "TP": 179438, + "n_pred": 184790, + "n_ref": 181408 + }, + "7": { + "Dice": 0.9240880454227269, + "FN": 852, + "FP": 1100, + "IoU": 0.8588881659799031, + "TN": 2439415, + "TP": 11881, + "n_pred": 12981, + "n_ref": 12733 + }, + "8": { + "Dice": 0.4972462627852085, + "FN": 4, + "FP": 635, + "IoU": 0.3308900523560209, + "TN": 2452293, + "TP": 316, + "n_pred": 951, + "n_ref": 320 + }, + "9": { + "Dice": 0.83004449097095, + "FN": 2766, + "FP": 481, + "IoU": 0.7094667143879743, + "TN": 2442072, + "TP": 7929, + "n_pred": 8410, + "n_ref": 10695 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0109.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0109.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7864554122265844, + "FN": 4815, + "FP": 10415, + "IoU": 0.6480647024841132, + "TN": 2585205, + "TP": 28045, + "n_pred": 38460, + "n_ref": 32860 + }, + "11": { + "Dice": 0.0, + "FN": 173, + "FP": 71, + "IoU": 0.0, + "TN": 2628236, + "TP": 0, + "n_pred": 71, + "n_ref": 173 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.4822179239200516, + "FN": 12933, + "FP": 7144, + "IoU": 0.3177122272819955, + "TN": 2599054, + "TP": 9349, + "n_pred": 16493, + "n_ref": 22282 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9777173344492102, + "FN": 275, + "FP": 151, + "IoU": 0.9564060581252558, + "TN": 2618708, + "TP": 9346, + "n_pred": 9497, + "n_ref": 9621 + }, + "3": { + "Dice": 0.9597541633624108, + "FN": 183, + "FP": 223, + "IoU": 0.9226224509243377, + "TN": 2623233, + "TP": 4841, + "n_pred": 5064, + "n_ref": 5024 + }, + "4": { + "Dice": 0.9340465783808468, + "FN": 1839, + "FP": 1194, + "IoU": 0.8762545899632803, + "TN": 2603970, + "TP": 21477, + "n_pred": 22671, + "n_ref": 23316 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9244120899643335, + "FN": 10749, + "FP": 9893, + "IoU": 0.8594481969713477, + "TN": 2481616, + "TP": 126222, + "n_pred": 136115, + "n_ref": 136971 + }, + "7": { + "Dice": 0.7447842869008648, + "FN": 2608, + "FP": 18286, + "IoU": 0.593351628033709, + "TN": 2577099, + "TP": 30487, + "n_pred": 48773, + "n_ref": 33095 + }, + "8": { + "Dice": 0.9372093023255814, + "FN": 81, + "FP": 567, + "IoU": 0.8818380743982495, + "TN": 2622996, + "TP": 4836, + "n_pred": 5403, + "n_ref": 4917 + }, + "9": { + "Dice": 0.828078044404575, + "FN": 1749, + "FP": 2084, + "IoU": 0.7065982853643601, + "TN": 2615416, + "TP": 9231, + "n_pred": 11315, + "n_ref": 10980 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0116.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0116.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9786564236294651, + "FN": 1587, + "FP": 230, + "IoU": 0.9582049040805999, + "TN": 2585006, + "TP": 41657, + "n_pred": 41887, + "n_ref": 43244 + }, + "10": { + "Dice": 0.7861242188496366, + "FN": 6399, + "FP": 1986, + "IoU": 0.6476150451775583, + "TN": 2604685, + "TP": 15410, + "n_pred": 17396, + "n_ref": 21809 + }, + "11": { + "Dice": 0.0, + "FN": 68, + "FP": 2, + "IoU": 0.0, + "TN": 2628410, + "TP": 0, + "n_pred": 2, + "n_ref": 68 + }, + "12": { + "Dice": 0.6316407396536542, + "FN": 560, + "FP": 3205, + "IoU": 0.4616044616044616, + "TN": 2621487, + "TP": 3228, + "n_pred": 6433, + "n_ref": 3788 + }, + "13": { + "Dice": 0.721748304446119, + "FN": 2721, + "FP": 6510, + "IoU": 0.5646370796585389, + "TN": 2607277, + "TP": 11972, + "n_pred": 18482, + "n_ref": 14693 + }, + "14": { + "Dice": 0.9590390767600243, + "FN": 1139, + "FP": 948, + "IoU": 0.9213017082092085, + "TN": 2601961, + "TP": 24432, + "n_pred": 25380, + "n_ref": 25571 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.553520194217612, + "FN": 2337, + "FP": 15870, + "IoU": 0.3826670735428746, + "TN": 2598987, + "TP": 11286, + "n_pred": 27156, + "n_ref": 13623 + }, + "3": { + "Dice": 0.7815899581589958, + "FN": 78, + "FP": 2793, + "IoU": 0.6414835164835165, + "TN": 2620472, + "TP": 5137, + "n_pred": 7930, + "n_ref": 5215 + }, + "4": { + "Dice": 0.9255874313167849, + "FN": 679, + "FP": 2016, + "IoU": 0.8614823190789473, + "TN": 2609024, + "TP": 16761, + "n_pred": 18777, + "n_ref": 17440 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 104, + "IoU": 0.0, + "TN": 2628376, + "TP": 0, + "n_pred": 104, + "n_ref": 0 + }, + "6": { + "Dice": 0.9433472834431182, + "FN": 10731, + "FP": 7571, + "IoU": 0.8927694678314263, + "TN": 2457801, + "TP": 152377, + "n_pred": 159948, + "n_ref": 163108 + }, + "7": { + "Dice": 0.9316881622152263, + "FN": 9323, + "FP": 6821, + "IoU": 0.8721125510947748, + "TN": 2502244, + "TP": 110092, + "n_pred": 116913, + "n_ref": 119415 + }, + "8": { + "Dice": 0.9481069721723214, + "FN": 810, + "FP": 721, + "IoU": 0.9013340207514339, + "TN": 2612963, + "TP": 13986, + "n_pred": 14707, + "n_ref": 14796 + }, + "9": { + "Dice": 0.796914940502424, + "FN": 3547, + "FP": 1061, + "IoU": 0.6623928492929885, + "TN": 2614831, + "TP": 9041, + "n_pred": 10102, + "n_ref": 12588 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0118.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0118.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9796122725714882, + "FN": 5531, + "FP": 1310, + "IoU": 0.9600392539414578, + "TN": 3158215, + "TP": 164352, + "n_pred": 165662, + "n_ref": 169883 + }, + "10": { + "Dice": 0.6981568088033012, + "FN": 3430, + "FP": 7542, + "IoU": 0.5362833354465154, + "TN": 3305747, + "TP": 12689, + "n_pred": 20231, + "n_ref": 16119 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.623342175066313, + "FN": 151, + "FP": 133, + "IoU": 0.4527938342967245, + "TN": 3328889, + "TP": 235, + "n_pred": 368, + "n_ref": 386 + }, + "13": { + "Dice": 0.3428067856356026, + "FN": 468, + "FP": 5498, + "IoU": 0.20685987769210318, + "TN": 3321886, + "TP": 1556, + "n_pred": 7054, + "n_ref": 2024 + }, + "14": { + "Dice": 0.15970598062145006, + "FN": 1940, + "FP": 3090, + "IoU": 0.08678286129266521, + "TN": 3323900, + "TP": 478, + "n_pred": 3568, + "n_ref": 2418 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 46, + "IoU": 0.0, + "TN": 3329362, + "TP": 0, + "n_pred": 46, + "n_ref": 0 + }, + "2": { + "Dice": 0.8463343050933969, + "FN": 14283, + "FP": 1372, + "IoU": 0.7336044651669332, + "TN": 3270642, + "TP": 43111, + "n_pred": 44483, + "n_ref": 57394 + }, + "3": { + "Dice": 0.8424460120309862, + "FN": 4549, + "FP": 13654, + "IoU": 0.7277811841062376, + "TN": 3262539, + "TP": 48666, + "n_pred": 62320, + "n_ref": 53215 + }, + "4": { + "Dice": 0.798817747077577, + "FN": 5613, + "FP": 445, + "IoU": 0.6650262648603815, + "TN": 3311323, + "TP": 12027, + "n_pred": 12472, + "n_ref": 17640 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.970303275040308, + "FN": 7074, + "FP": 3001, + "IoU": 0.9423194728314698, + "TN": 3154739, + "TP": 164594, + "n_pred": 167595, + "n_ref": 171668 + }, + "7": { + "Dice": 0.7397545757600146, + "FN": 4591, + "FP": 56848, + "IoU": 0.5869924710943802, + "TN": 3180648, + "TP": 87321, + "n_pred": 144169, + "n_ref": 91912 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.966475406878135, + "FN": 230, + "FP": 699, + "IoU": 0.9351256983240224, + "TN": 3315088, + "TP": 13391, + "n_pred": 14090, + "n_ref": 13621 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0158.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0158.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.812603201347936, + "FN": 551, + "FP": 10571, + "IoU": 0.6843569077080259, + "TN": 2768476, + "TP": 24114, + "n_pred": 34685, + "n_ref": 24665 + }, + "10": { + "Dice": 0.8821813507366756, + "FN": 1775, + "FP": 2991, + "IoU": 0.7891989915520368, + "TN": 2781103, + "TP": 17843, + "n_pred": 20834, + "n_ref": 19618 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 2803710, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6961726429081324, + "FN": 8709, + "FP": 2357, + "IoU": 0.5339454177897575, + "TN": 2779968, + "TP": 12678, + "n_pred": 15035, + "n_ref": 21387 + }, + "14": { + "Dice": 0.9366928459509698, + "FN": 5121, + "FP": 1384, + "IoU": 0.8809240513280492, + "TN": 2749083, + "TP": 48124, + "n_pred": 49508, + "n_ref": 53245 + }, + "15": { + "Dice": 0.7272331154684096, + "FN": 23, + "FP": 1229, + "IoU": 0.5713796644984594, + "TN": 2800791, + "TP": 1669, + "n_pred": 2898, + "n_ref": 1692 + }, + "2": { + "Dice": 0.0015643739896751318, + "FN": 6, + "FP": 19141, + "IoU": 0.0007827992902619768, + "TN": 2784550, + "TP": 15, + "n_pred": 19156, + "n_ref": 21 + }, + "3": { + "Dice": 0.7234691818823766, + "FN": 21337, + "FP": 593, + "IoU": 0.5667463500405002, + "TN": 2753095, + "TP": 28687, + "n_pred": 29280, + "n_ref": 50024 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6905615292712067, + "FN": 3731, + "FP": 1708, + "IoU": 0.5273722627737226, + "TN": 2792204, + "TP": 6069, + "n_pred": 7777, + "n_ref": 9800 + }, + "6": { + "Dice": 0.9577935076107974, + "FN": 9078, + "FP": 5787, + "IoU": 0.9190055086061755, + "TN": 2620181, + "TP": 168666, + "n_pred": 174453, + "n_ref": 177744 + }, + "7": { + "Dice": 0.9578147993386988, + "FN": 2431, + "FP": 6857, + "IoU": 0.9190447136755862, + "TN": 2688982, + "TP": 105442, + "n_pred": 112299, + "n_ref": 107873 + }, + "8": { + "Dice": 0.9203748132723734, + "FN": 7211, + "FP": 3343, + "IoU": 0.8524947589098533, + "TN": 2732162, + "TP": 60996, + "n_pred": 64339, + "n_ref": 68207 + }, + "9": { + "Dice": 0.9040653324957373, + "FN": 5513, + "FP": 1970, + "IoU": 0.8249263019980347, + "TN": 2760970, + "TP": 35259, + "n_pred": 37229, + "n_ref": 40772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0159.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0159.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8933417301196542, + "FN": 2637, + "FP": 1089, + "IoU": 0.8072426280393171, + "TN": 2784382, + "TP": 15604, + "n_pred": 16693, + "n_ref": 18241 + }, + "10": { + "Dice": 0.699728547975488, + "FN": 11085, + "FP": 7388, + "IoU": 0.5381403605270395, + "TN": 2763715, + "TP": 21524, + "n_pred": 28912, + "n_ref": 32609 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 123, + "FP": 0, + "IoU": 0.0, + "TN": 2803589, + "TP": 0, + "n_pred": 0, + "n_ref": 123 + }, + "13": { + "Dice": 0.3952291861552853, + "FN": 1875, + "FP": 8469, + "IoU": 0.24628388225007286, + "TN": 2789988, + "TP": 3380, + "n_pred": 11849, + "n_ref": 5255 + }, + "14": { + "Dice": 0.7799830925864667, + "FN": 2096, + "FP": 9876, + "IoU": 0.6393215436989726, + "TN": 2770519, + "TP": 21221, + "n_pred": 31097, + "n_ref": 23317 + }, + "15": { + "Dice": 0.4459006552948827, + "FN": 22152, + "FP": 2, + "IoU": 0.28691901635122957, + "TN": 2772644, + "TP": 8914, + "n_pred": 8916, + "n_ref": 31066 + }, + "2": { + "Dice": 0.7877838684416602, + "FN": 71, + "FP": 742, + "IoU": 0.6498708010335917, + "TN": 2801390, + "TP": 1509, + "n_pred": 2251, + "n_ref": 1580 + }, + "3": { + "Dice": 0.9018666922597054, + "FN": 1814, + "FP": 231, + "IoU": 0.821272504806852, + "TN": 2792270, + "TP": 9397, + "n_pred": 9628, + "n_ref": 11211 + }, + "4": { + "Dice": 0.6050691244239631, + "FN": 907, + "FP": 2521, + "IoU": 0.4337628014535844, + "TN": 2797658, + "TP": 2626, + "n_pred": 5147, + "n_ref": 3533 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9761277667343279, + "FN": 5909, + "FP": 3182, + "IoU": 0.9533687261162832, + "TN": 2608757, + "TP": 185864, + "n_pred": 189046, + "n_ref": 191773 + }, + "7": { + "Dice": 0.35538121858411237, + "FN": 720, + "FP": 26724, + "IoU": 0.21608729183924133, + "TN": 2768703, + "TP": 7565, + "n_pred": 34289, + "n_ref": 8285 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.16216216216216217, + "FN": 7, + "FP": 923, + "IoU": 0.08823529411764706, + "TN": 2802692, + "TP": 90, + "n_pred": 1013, + "n_ref": 97 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0160.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0160.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.21362892051895704, + "FN": 4005, + "FP": 8481, + "IoU": 0.11958821040755888, + "TN": 5067546, + "TP": 1696, + "n_pred": 10177, + "n_ref": 5701 + }, + "10": { + "Dice": 0.14071167636314436, + "FN": 12294, + "FP": 408, + "IoU": 0.07568039586668607, + "TN": 5067986, + "TP": 1040, + "n_pred": 1448, + "n_ref": 13334 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 26, + "IoU": 0.0, + "TN": 5081702, + "TP": 0, + "n_pred": 26, + "n_ref": 0 + }, + "12": { + "Dice": 0.21904761904761905, + "FN": 156, + "FP": 8, + "IoU": 0.12299465240641712, + "TN": 5081541, + "TP": 23, + "n_pred": 31, + "n_ref": 179 + }, + "13": { + "Dice": 0.5450720329293391, + "FN": 6988, + "FP": 2959, + "IoU": 0.3746385011945178, + "TN": 5065822, + "TP": 5959, + "n_pred": 8918, + "n_ref": 12947 + }, + "14": { + "Dice": 0.9431208791208792, + "FN": 595, + "FP": 699, + "IoU": 0.8923639993345533, + "TN": 5069706, + "TP": 10728, + "n_pred": 11427, + "n_ref": 11323 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 502, + "IoU": 0.0, + "TN": 5081226, + "TP": 0, + "n_pred": 502, + "n_ref": 0 + }, + "2": { + "Dice": 0.5586136595310908, + "FN": 1143, + "FP": 156, + "IoU": 0.38755304101838756, + "TN": 5079607, + "TP": 822, + "n_pred": 978, + "n_ref": 1965 + }, + "3": { + "Dice": 0.8293381037567084, + "FN": 12623, + "FP": 1210, + "IoU": 0.7084352078239609, + "TN": 5034284, + "TP": 33611, + "n_pred": 34821, + "n_ref": 46234 + }, + "4": { + "Dice": 0.05815423514538559, + "FN": 4, + "FP": 13406, + "IoU": 0.029947916666666668, + "TN": 5067904, + "TP": 414, + "n_pred": 13820, + "n_ref": 418 + }, + "5": { + "Dice": 0.6004301786896096, + "FN": 4499, + "FP": 331, + "IoU": 0.42901052133821965, + "TN": 5073269, + "TP": 3629, + "n_pred": 3960, + "n_ref": 8128 + }, + "6": { + "Dice": 0.7385269046415013, + "FN": 291824, + "FP": 32371, + "IoU": 0.5854480030995975, + "TN": 4299691, + "TP": 457842, + "n_pred": 490213, + "n_ref": 749666 + }, + "7": { + "Dice": 0.684097653088751, + "FN": 33364, + "FP": 13478, + "IoU": 0.519869620032595, + "TN": 4984167, + "TP": 50719, + "n_pred": 64197, + "n_ref": 84083 + }, + "8": { + "Dice": 0.8799496596304559, + "FN": 9362, + "FP": 1131, + "IoU": 0.785634027252855, + "TN": 5032779, + "TP": 38456, + "n_pred": 39587, + "n_ref": 47818 + }, + "9": { + "Dice": 0.6162828767870785, + "FN": 3330, + "FP": 3702, + "IoU": 0.44538212792807, + "TN": 5069049, + "TP": 5647, + "n_pred": 9349, + "n_ref": 8977 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0173.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0173.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9581593898113563, + "FN": 3466, + "FP": 1866, + "IoU": 0.9196794408291155, + "TN": 4489648, + "TP": 61052, + "n_pred": 62918, + "n_ref": 64518 + }, + "10": { + "Dice": 0.787676935886761, + "FN": 151, + "FP": 104, + "IoU": 0.6497252747252747, + "TN": 4555304, + "TP": 473, + "n_pred": 577, + "n_ref": 624 + }, + "11": { + "Dice": 0.1076213485613881, + "FN": 3616, + "FP": 447, + "IoU": 0.056870937790157845, + "TN": 4551724, + "TP": 245, + "n_pred": 692, + "n_ref": 3861 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4556032, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.05812574139976275, + "FN": 9295, + "FP": 233, + "IoU": 0.029932803909590716, + "TN": 4546210, + "TP": 294, + "n_pred": 527, + "n_ref": 9589 + }, + "14": { + "Dice": 0.6062018282846389, + "FN": 122, + "FP": 2075, + "IoU": 0.4349279835390947, + "TN": 4552144, + "TP": 1691, + "n_pred": 3766, + "n_ref": 1813 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4556032, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9603328284668035, + "FN": 1174, + "FP": 895, + "IoU": 0.9236925573504463, + "TN": 4528918, + "TP": 25045, + "n_pred": 25940, + "n_ref": 26219 + }, + "3": { + "Dice": 0.8205128205128205, + "FN": 2, + "FP": 40, + "IoU": 0.6956521739130435, + "TN": 4555894, + "TP": 96, + "n_pred": 136, + "n_ref": 98 + }, + "4": { + "Dice": 0.8568408271133173, + "FN": 19560, + "FP": 483, + "IoU": 0.7495376387083875, + "TN": 4476008, + "TP": 59981, + "n_pred": 60464, + "n_ref": 79541 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4556032, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9476796491359598, + "FN": 7018, + "FP": 15314, + "IoU": 0.9005619328352228, + "TN": 4331450, + "TP": 202250, + "n_pred": 217564, + "n_ref": 209268 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 36300, + "IoU": 0.0, + "TN": 4519732, + "TP": 0, + "n_pred": 36300, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4556032, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8784319483188959, + "FN": 1151, + "FP": 505, + "IoU": 0.783217698651656, + "TN": 4548393, + "TP": 5983, + "n_pred": 6488, + "n_ref": 7134 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0175.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0175.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8161474057704877, + "FN": 350, + "FP": 5557, + "IoU": 0.6893995162477653, + "TN": 2434230, + "TP": 13111, + "n_pred": 18668, + "n_ref": 13461 + }, + "10": { + "Dice": 0.7309925352502074, + "FN": 165, + "FP": 808, + "IoU": 0.5760348583877996, + "TN": 2450953, + "TP": 1322, + "n_pred": 2130, + "n_ref": 1487 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8018906364599462, + "FN": 941, + "FP": 1490, + "IoU": 0.6692966943273024, + "TN": 2445897, + "TP": 4920, + "n_pred": 6410, + "n_ref": 5861 + }, + "14": { + "Dice": 0.5611510791366906, + "FN": 33, + "FP": 28, + "IoU": 0.39, + "TN": 2453148, + "TP": 39, + "n_pred": 67, + "n_ref": 72 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9492415704196954, + "FN": 3743, + "FP": 1166, + "IoU": 0.9033870618566846, + "TN": 2402437, + "TP": 45902, + "n_pred": 47068, + "n_ref": 49645 + }, + "3": { + "Dice": 0.9406971383233084, + "FN": 3512, + "FP": 2019, + "IoU": 0.888034170732201, + "TN": 2403849, + "TP": 43868, + "n_pred": 45887, + "n_ref": 47380 + }, + "4": { + "Dice": 0.9225451010046452, + "FN": 517, + "FP": 200, + "IoU": 0.8562261880890315, + "TN": 2448261, + "TP": 4270, + "n_pred": 4470, + "n_ref": 4787 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9512257235611944, + "FN": 16465, + "FP": 4794, + "IoU": 0.906988038256578, + "TN": 2224686, + "TP": 207303, + "n_pred": 212097, + "n_ref": 223768 + }, + "7": { + "Dice": 0.7887110011391893, + "FN": 1694, + "FP": 15555, + "IoU": 0.6511336286228586, + "TN": 2403805, + "TP": 32194, + "n_pred": 47749, + "n_ref": 33888 + }, + "8": { + "Dice": 0.944442125474809, + "FN": 300, + "FP": 1031, + "IoU": 0.8947326795317937, + "TN": 2440604, + "TP": 11313, + "n_pred": 12344, + "n_ref": 11613 + }, + "9": { + "Dice": 0.6136250621581303, + "FN": 2196, + "FP": 912, + "IoU": 0.44261119081779055, + "TN": 2447672, + "TP": 2468, + "n_pred": 3380, + "n_ref": 4664 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0186.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0186.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.954996282645491, + "FN": 2240, + "FP": 605, + "IoU": 0.9138687899246163, + "TN": 2069753, + "TP": 30186, + "n_pred": 30791, + "n_ref": 32426 + }, + "10": { + "Dice": 0.9179957342501512, + "FN": 3260, + "FP": 1892, + "IoU": 0.8484215481479302, + "TN": 2068795, + "TP": 28837, + "n_pred": 30729, + "n_ref": 32097 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6343166688421877, + "FN": 818, + "FP": 10388, + "IoU": 0.464468339307049, + "TN": 2081859, + "TP": 9719, + "n_pred": 20107, + "n_ref": 10537 + }, + "14": { + "Dice": 0.022922636103151862, + "FN": 45, + "FP": 978, + "IoU": 0.011594202898550725, + "TN": 2101749, + "TP": 12, + "n_pred": 990, + "n_ref": 57 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 257, + "IoU": 0.0, + "TN": 2102527, + "TP": 0, + "n_pred": 257, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.4619869925992375, + "FN": 13563, + "FP": 831, + "IoU": 0.3003791192767571, + "TN": 2082210, + "TP": 6180, + "n_pred": 7011, + "n_ref": 19743 + }, + "5": { + "Dice": 0.6417959290529485, + "FN": 4591, + "FP": 882, + "IoU": 0.47253276792598303, + "TN": 2092408, + "TP": 4903, + "n_pred": 5785, + "n_ref": 9494 + }, + "6": { + "Dice": 0.9300849375615731, + "FN": 4633, + "FP": 8496, + "IoU": 0.8693072657953154, + "TN": 2002327, + "TP": 87328, + "n_pred": 95824, + "n_ref": 91961 + }, + "7": { + "Dice": 0.6579556928193859, + "FN": 680, + "FP": 5079, + "IoU": 0.49026376349796424, + "TN": 2091486, + "TP": 5539, + "n_pred": 10618, + "n_ref": 6219 + }, + "8": { + "Dice": 0.9627688190583918, + "FN": 1838, + "FP": 861, + "IoU": 0.9282104479199915, + "TN": 2065188, + "TP": 34897, + "n_pred": 35758, + "n_ref": 36735 + }, + "9": { + "Dice": 0.7867036011080333, + "FN": 5, + "FP": 457, + "IoU": 0.6484018264840182, + "TN": 2101470, + "TP": 852, + "n_pred": 1309, + "n_ref": 857 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0215.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0215.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.984466360021829, + "FN": 949, + "FP": 645, + "IoU": 0.969407926302658, + "TN": 1524983, + "TP": 50511, + "n_pred": 51156, + "n_ref": 51460 + }, + "10": { + "Dice": 0.8608935278684812, + "FN": 6546, + "FP": 8194, + "IoU": 0.7557621249026528, + "TN": 1516737, + "TP": 45611, + "n_pred": 53805, + "n_ref": 52157 + }, + "11": { + "Dice": 0.793141592920354, + "FN": 42, + "FP": 332, + "IoU": 0.6571952337305225, + "TN": 1575997, + "TP": 717, + "n_pred": 1049, + "n_ref": 759 + }, + "12": { + "Dice": 0.5247933884297521, + "FN": 151, + "FP": 79, + "IoU": 0.3557422969187675, + "TN": 1576731, + "TP": 127, + "n_pred": 206, + "n_ref": 278 + }, + "13": { + "Dice": 0.8584654429768905, + "FN": 4998, + "FP": 2921, + "IoU": 0.7520275559730702, + "TN": 1545153, + "TP": 24016, + "n_pred": 26937, + "n_ref": 29014 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9717298031094244, + "FN": 1158, + "FP": 1695, + "IoU": 0.9450140693057858, + "TN": 1525202, + "TP": 49033, + "n_pred": 50728, + "n_ref": 50191 + }, + "3": { + "Dice": 0.9508995810170605, + "FN": 1411, + "FP": 382, + "IoU": 0.9063951970764813, + "TN": 1557933, + "TP": 17362, + "n_pred": 17744, + "n_ref": 18773 + }, + "4": { + "Dice": 0.7883646358222629, + "FN": 738, + "FP": 186, + "IoU": 0.6506616257088846, + "TN": 1574443, + "TP": 1721, + "n_pred": 1907, + "n_ref": 2459 + }, + "5": { + "Dice": 0.4320443791809431, + "FN": 2709, + "FP": 772, + "IoU": 0.27554630593132157, + "TN": 1572283, + "TP": 1324, + "n_pred": 2096, + "n_ref": 4033 + }, + "6": { + "Dice": 0.9787196449417876, + "FN": 5110, + "FP": 5007, + "IoU": 0.9583261247456398, + "TN": 1334322, + "TP": 232649, + "n_pred": 237656, + "n_ref": 237759 + }, + "7": { + "Dice": 0.8352014446727691, + "FN": 9222, + "FP": 1364, + "IoU": 0.7170350966293336, + "TN": 1539677, + "TP": 26825, + "n_pred": 28189, + "n_ref": 36047 + }, + "8": { + "Dice": 0.8047431459154033, + "FN": 14556, + "FP": 165, + "IoU": 0.6732805113522871, + "TN": 1532031, + "TP": 30336, + "n_pred": 30501, + "n_ref": 44892 + }, + "9": { + "Dice": 0.897806070251222, + "FN": 355, + "FP": 544, + "IoU": 0.8145627062706271, + "TN": 1572240, + "TP": 3949, + "n_pred": 4493, + "n_ref": 4304 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0226.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0226.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9248801278636122, + "FN": 3, + "FP": 138, + "IoU": 0.8602576808721506, + "TN": 1926543, + "TP": 868, + "n_pred": 1006, + "n_ref": 871 + }, + "10": { + "Dice": 0.5698199672667758, + "FN": 622, + "FP": 5949, + "IoU": 0.39842534102352833, + "TN": 1916629, + "TP": 4352, + "n_pred": 10301, + "n_ref": 4974 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5449566408032862, + "FN": 2118, + "FP": 873, + "IoU": 0.37452948557089083, + "TN": 1922770, + "TP": 1791, + "n_pred": 2664, + "n_ref": 3909 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 1862, + "IoU": 0.0, + "TN": 1925690, + "TP": 0, + "n_pred": 1862, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9723716847929784, + "FN": 802, + "FP": 646, + "IoU": 0.9462289724831966, + "TN": 1900623, + "TP": 25481, + "n_pred": 26127, + "n_ref": 26283 + }, + "4": { + "Dice": 0.8001979871308365, + "FN": 989, + "FP": 222, + "IoU": 0.666941694169417, + "TN": 1923916, + "TP": 2425, + "n_pred": 2647, + "n_ref": 3414 + }, + "5": { + "Dice": 0.6860764933390632, + "FN": 1638, + "FP": 1284, + "IoU": 0.5221586263286999, + "TN": 1921437, + "TP": 3193, + "n_pred": 4477, + "n_ref": 4831 + }, + "6": { + "Dice": 0.9775773129066542, + "FN": 1076, + "FP": 4979, + "IoU": 0.9561381268698342, + "TN": 1789505, + "TP": 131992, + "n_pred": 136971, + "n_ref": 133068 + }, + "7": { + "Dice": 0.9241880044799753, + "FN": 1189, + "FP": 774, + "IoU": 0.8590608845491097, + "TN": 1913624, + "TP": 11965, + "n_pred": 12739, + "n_ref": 13154 + }, + "8": { + "Dice": 0.9532734524465774, + "FN": 942, + "FP": 499, + "IoU": 0.9107187112763321, + "TN": 1911412, + "TP": 14699, + "n_pred": 15198, + "n_ref": 15641 + }, + "9": { + "Dice": 0.8641214133270098, + "FN": 511, + "FP": 635, + "IoU": 0.7607515657620042, + "TN": 1922762, + "TP": 3644, + "n_pred": 4279, + "n_ref": 4155 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0249.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0249.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9688916614680807, + "FN": 577, + "FP": 919, + "IoU": 0.9396603880127455, + "TN": 2778919, + "TP": 23297, + "n_pred": 24216, + "n_ref": 23874 + }, + "10": { + "Dice": 0.8087512852736205, + "FN": 6065, + "FP": 3979, + "IoU": 0.6789105207634027, + "TN": 2772431, + "TP": 21237, + "n_pred": 25216, + "n_ref": 27302 + }, + "11": { + "Dice": 0.778937072057385, + "FN": 977, + "FP": 379, + "IoU": 0.6379172229639519, + "TN": 2799967, + "TP": 2389, + "n_pred": 2768, + "n_ref": 3366 + }, + "12": { + "Dice": 0.5625449834460918, + "FN": 1729, + "FP": 1310, + "IoU": 0.3913478870418586, + "TN": 2798719, + "TP": 1954, + "n_pred": 3264, + "n_ref": 3683 + }, + "13": { + "Dice": 0.763455248290217, + "FN": 213, + "FP": 2969, + "IoU": 0.6174101238427318, + "TN": 2795395, + "TP": 5135, + "n_pred": 8104, + "n_ref": 5348 + }, + "14": { + "Dice": 0.9561864347560937, + "FN": 6467, + "FP": 430, + "IoU": 0.9160509755711626, + "TN": 2721555, + "TP": 75260, + "n_pred": 75690, + "n_ref": 81727 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7896517974154377, + "FN": 24275, + "FP": 1085, + "IoU": 0.652417044722523, + "TN": 2730751, + "TP": 47601, + "n_pred": 48686, + "n_ref": 71876 + }, + "3": { + "Dice": 0.9520982946070214, + "FN": 1157, + "FP": 1958, + "IoU": 0.9085759567973702, + "TN": 2769640, + "TP": 30957, + "n_pred": 32915, + "n_ref": 32114 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 5503, + "IoU": 0.0, + "TN": 2798209, + "TP": 0, + "n_pred": 5503, + "n_ref": 0 + }, + "5": { + "Dice": 0.5891245013646861, + "FN": 753, + "FP": 5118, + "IoU": 0.4175595238095238, + "TN": 2793632, + "TP": 4209, + "n_pred": 9327, + "n_ref": 4962 + }, + "6": { + "Dice": 0.9597245074770302, + "FN": 3177, + "FP": 2355, + "IoU": 0.9225676413364501, + "TN": 2732269, + "TP": 65911, + "n_pred": 68266, + "n_ref": 69088 + }, + "7": { + "Dice": 0.8731347227850108, + "FN": 1073, + "FP": 6128, + "IoU": 0.7748350583158751, + "TN": 2771731, + "TP": 24780, + "n_pred": 30908, + "n_ref": 25853 + }, + "8": { + "Dice": 0.93442561998835, + "FN": 4126, + "FP": 1165, + "IoU": 0.8769220033031706, + "TN": 2760723, + "TP": 37698, + "n_pred": 38863, + "n_ref": 41824 + }, + "9": { + "Dice": 0.9279059767808514, + "FN": 782, + "FP": 224, + "IoU": 0.8655080213903743, + "TN": 2796232, + "TP": 6474, + "n_pred": 6698, + "n_ref": 7256 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0274.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0274.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9298323690847056, + "FN": 44, + "FP": 429, + "IoU": 0.8688660937066814, + "TN": 2274409, + "TP": 3134, + "n_pred": 3563, + "n_ref": 3178 + }, + "10": { + "Dice": 0.7815601409159537, + "FN": 5862, + "FP": 4989, + "IoU": 0.641443346660939, + "TN": 2247753, + "TP": 19412, + "n_pred": 24401, + "n_ref": 25274 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5, + "FN": 0, + "FP": 186, + "IoU": 0.3333333333333333, + "TN": 2277737, + "TP": 93, + "n_pred": 279, + "n_ref": 93 + }, + "13": { + "Dice": 0.7844138982189731, + "FN": 10427, + "FP": 4849, + "IoU": 0.645296863027376, + "TN": 2234949, + "TP": 27791, + "n_pred": 32640, + "n_ref": 38218 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9091516366065464, + "FN": 1800, + "FP": 2008, + "IoU": 0.833435394978567, + "TN": 2255154, + "TP": 19054, + "n_pred": 21062, + "n_ref": 20854 + }, + "3": { + "Dice": 0.7895910780669145, + "FN": 58, + "FP": 225, + "IoU": 0.6523341523341524, + "TN": 2277202, + "TP": 531, + "n_pred": 756, + "n_ref": 589 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2048, + "IoU": 0.0, + "TN": 2275968, + "TP": 0, + "n_pred": 2048, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9715706036339672, + "FN": 9126, + "FP": 4851, + "IoU": 0.9447129837663365, + "TN": 2025208, + "TP": 238831, + "n_pred": 243682, + "n_ref": 247957 + }, + "7": { + "Dice": 0.7510687273923051, + "FN": 547, + "FP": 967, + "IoU": 0.6013691416535019, + "TN": 2274218, + "TP": 2284, + "n_pred": 3251, + "n_ref": 2831 + }, + "8": { + "Dice": 0.9343487901282175, + "FN": 879, + "FP": 1845, + "IoU": 0.8767866835534648, + "TN": 2255908, + "TP": 19384, + "n_pred": 21229, + "n_ref": 20263 + }, + "9": { + "Dice": 0.8503456036007073, + "FN": 2092, + "FP": 1632, + "IoU": 0.7396532438478747, + "TN": 2263712, + "TP": 10580, + "n_pred": 12212, + "n_ref": 12672 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0279.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0279.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9235292058936758, + "FN": 6006, + "FP": 549, + "IoU": 0.8579231419468106, + "TN": 2582343, + "TP": 39582, + "n_pred": 40131, + "n_ref": 45588 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 17223, + "IoU": 0.0, + "TN": 2611257, + "TP": 0, + "n_pred": 17223, + "n_ref": 0 + }, + "11": { + "Dice": 0.7231114855377703, + "FN": 861, + "FP": 1111, + "IoU": 0.5663074554651418, + "TN": 2623933, + "TP": 2575, + "n_pred": 3686, + "n_ref": 3436 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 2299, + "IoU": 0.0, + "TN": 2626181, + "TP": 0, + "n_pred": 2299, + "n_ref": 0 + }, + "14": { + "Dice": 0.8777414617971674, + "FN": 3584, + "FP": 1578, + "IoU": 0.7821205470200912, + "TN": 2604788, + "TP": 18530, + "n_pred": 20108, + "n_ref": 22114 + }, + "15": { + "Dice": 0.8254865034526051, + "FN": 730, + "FP": 382, + "IoU": 0.7028327097808659, + "TN": 2624738, + "TP": 2630, + "n_pred": 3012, + "n_ref": 3360 + }, + "2": { + "Dice": 0.9648657486465865, + "FN": 976, + "FP": 958, + "IoU": 0.9321165321165321, + "TN": 2599990, + "TP": 26556, + "n_pred": 27514, + "n_ref": 27532 + }, + "3": { + "Dice": 0.9420944352451202, + "FN": 1514, + "FP": 794, + "IoU": 0.8905279134847982, + "TN": 2607397, + "TP": 18775, + "n_pred": 19569, + "n_ref": 20289 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9389814177015604, + "FN": 14058, + "FP": 16592, + "IoU": 0.8849811241453328, + "TN": 2362002, + "TP": 235828, + "n_pred": 252420, + "n_ref": 249886 + }, + "7": { + "Dice": 0.9566324570550464, + "FN": 2094, + "FP": 5808, + "IoU": 0.9168700555462044, + "TN": 2533424, + "TP": 87154, + "n_pred": 92962, + "n_ref": 89248 + }, + "8": { + "Dice": 0.9195068890500363, + "FN": 205, + "FP": 350, + "IoU": 0.851006711409396, + "TN": 2624755, + "TP": 3170, + "n_pred": 3520, + "n_ref": 3375 + }, + "9": { + "Dice": 0.6453294412010009, + "FN": 8589, + "FP": 8421, + "IoU": 0.4763737109435124, + "TN": 2595995, + "TP": 15475, + "n_pred": 23896, + "n_ref": 24064 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0282.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0282.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9629013244573885, + "FN": 250, + "FP": 285, + "IoU": 0.9284568066327895, + "TN": 2796234, + "TP": 6943, + "n_pred": 7228, + "n_ref": 7193 + }, + "10": { + "Dice": 0.8791077989960151, + "FN": 2656, + "FP": 6688, + "IoU": 0.7842929036428274, + "TN": 2760394, + "TP": 33974, + "n_pred": 40662, + "n_ref": 36630 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 107, + "IoU": 0.0, + "TN": 2803605, + "TP": 0, + "n_pred": 107, + "n_ref": 0 + }, + "12": { + "Dice": 0.6261823685206205, + "FN": 371, + "FP": 1605, + "IoU": 0.455797301019003, + "TN": 2800081, + "TP": 1655, + "n_pred": 3260, + "n_ref": 2026 + }, + "13": { + "Dice": 0.7986502052272101, + "FN": 11608, + "FP": 803, + "IoU": 0.6647940580688724, + "TN": 2766687, + "TP": 24614, + "n_pred": 25417, + "n_ref": 36222 + }, + "14": { + "Dice": 0.957310996155854, + "FN": 1150, + "FP": 2448, + "IoU": 0.9181174757060604, + "TN": 2759771, + "TP": 40343, + "n_pred": 42791, + "n_ref": 41493 + }, + "15": { + "Dice": 0.9166203539972044, + "FN": 1282, + "FP": 3669, + "IoU": 0.8460749261619773, + "TN": 2771547, + "TP": 27214, + "n_pred": 30883, + "n_ref": 28496 + }, + "2": { + "Dice": 0.1601866600857021, + "FN": 35875, + "FP": 1558, + "IoU": 0.08706679999024462, + "TN": 2762709, + "TP": 3570, + "n_pred": 5128, + "n_ref": 39445 + }, + "3": { + "Dice": 0.012205628948879953, + "FN": 10660, + "FP": 3098, + "IoU": 0.006140287509932818, + "TN": 2789869, + "TP": 85, + "n_pred": 3183, + "n_ref": 10745 + }, + "4": { + "Dice": 0.03877703206562267, + "FN": 1034, + "FP": 255, + "IoU": 0.01977186311787072, + "TN": 2802397, + "TP": 26, + "n_pred": 281, + "n_ref": 1060 + }, + "5": { + "Dice": 0.2677925211097708, + "FN": 1050, + "FP": 164, + "IoU": 0.15459610027855153, + "TN": 2802276, + "TP": 222, + "n_pred": 386, + "n_ref": 1272 + }, + "6": { + "Dice": 0.9688645490344849, + "FN": 3328, + "FP": 15877, + "IoU": 0.9396093870376369, + "TN": 2485699, + "TP": 298808, + "n_pred": 314685, + "n_ref": 302136 + }, + "7": { + "Dice": 0.9431103409695597, + "FN": 12565, + "FP": 4113, + "IoU": 0.8923451307440566, + "TN": 2648791, + "TP": 138243, + "n_pred": 142356, + "n_ref": 150808 + }, + "8": { + "Dice": 0.8820741248358175, + "FN": 9808, + "FP": 2582, + "IoU": 0.7890273804658766, + "TN": 2744984, + "TP": 46338, + "n_pred": 48920, + "n_ref": 56146 + }, + "9": { + "Dice": 0.7683668694431446, + "FN": 1863, + "FP": 612, + "IoU": 0.6238601823708206, + "TN": 2797132, + "TP": 4105, + "n_pred": 4717, + "n_ref": 5968 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0320.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0320.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.21667160837158894, + "FN": 75237, + "FP": 1378, + "IoU": 0.12149843483046863, + "TN": 1314645, + "TP": 10596, + "n_pred": 11974, + "n_ref": 85833 + }, + "10": { + "Dice": 0.3255359565807327, + "FN": 5726, + "FP": 6701, + "IoU": 0.19441203163490212, + "TN": 1386430, + "TP": 2999, + "n_pred": 9700, + "n_ref": 8725 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.34392935982339956, + "FN": 1741, + "FP": 1231, + "IoU": 0.20767795254598773, + "TN": 1398105, + "TP": 779, + "n_pred": 2010, + "n_ref": 2520 + }, + "13": { + "Dice": 0.526036400404449, + "FN": 2716, + "FP": 8534, + "IoU": 0.3568856113874121, + "TN": 1384363, + "TP": 6243, + "n_pred": 14777, + "n_ref": 8959 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 1097, + "IoU": 0.0, + "TN": 1400759, + "TP": 0, + "n_pred": 1097, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 435, + "IoU": 0.0, + "TN": 1401421, + "TP": 0, + "n_pred": 435, + "n_ref": 0 + }, + "3": { + "Dice": 0.9621011291114384, + "FN": 1405, + "FP": 2455, + "IoU": 0.9269700122977959, + "TN": 1349001, + "TP": 48995, + "n_pred": 51450, + "n_ref": 50400 + }, + "4": { + "Dice": 0.0, + "FN": 40, + "FP": 0, + "IoU": 0.0, + "TN": 1401816, + "TP": 0, + "n_pred": 0, + "n_ref": 40 + }, + "5": { + "Dice": 0.0, + "FN": 194, + "FP": 0, + "IoU": 0.0, + "TN": 1401662, + "TP": 0, + "n_pred": 0, + "n_ref": 194 + }, + "6": { + "Dice": 0.464117743060192, + "FN": 171217, + "FP": 45497, + "IoU": 0.30218315301391035, + "TN": 1091296, + "TP": 93846, + "n_pred": 139343, + "n_ref": 265063 + }, + "7": { + "Dice": 0.4136766182780973, + "FN": 11343, + "FP": 1501, + "IoU": 0.2607769784172662, + "TN": 1384481, + "TP": 4531, + "n_pred": 6032, + "n_ref": 15874 + }, + "8": { + "Dice": 0.5709975011394176, + "FN": 27121, + "FP": 176, + "IoU": 0.3995776785517894, + "TN": 1356393, + "TP": 18166, + "n_pred": 18342, + "n_ref": 45287 + }, + "9": { + "Dice": 0.23931418113516506, + "FN": 7212, + "FP": 24377, + "IoU": 0.1359210022430111, + "TN": 1365298, + "TP": 4969, + "n_pred": 29346, + "n_ref": 12181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0330.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0330.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9536675226080161, + "FN": 635, + "FP": 610, + "IoU": 0.9114383269312847, + "TN": 2614422, + "TP": 12813, + "n_pred": 13423, + "n_ref": 13448 + }, + "10": { + "Dice": 0.889359921154599, + "FN": 3581, + "FP": 4614, + "IoU": 0.8007633958961392, + "TN": 2587348, + "TP": 32937, + "n_pred": 37551, + "n_ref": 36518 + }, + "11": { + "Dice": 0.6556016597510373, + "FN": 44, + "FP": 454, + "IoU": 0.4876543209876543, + "TN": 2627508, + "TP": 474, + "n_pred": 928, + "n_ref": 518 + }, + "12": { + "Dice": 0.6979608594498427, + "FN": 1692, + "FP": 515, + "IoU": 0.5360521336977087, + "TN": 2623723, + "TP": 2550, + "n_pred": 3065, + "n_ref": 4242 + }, + "13": { + "Dice": 0.7678419949102898, + "FN": 1593, + "FP": 12912, + "IoU": 0.623168450587135, + "TN": 2589988, + "TP": 23987, + "n_pred": 36899, + "n_ref": 25580 + }, + "14": { + "Dice": 0.9430130947525535, + "FN": 460, + "FP": 6107, + "IoU": 0.892171028866047, + "TN": 2567578, + "TP": 54335, + "n_pred": 60442, + "n_ref": 54795 + }, + "15": { + "Dice": 0.8887592700608282, + "FN": 3786, + "FP": 4224, + "IoU": 0.7997900419916016, + "TN": 2588472, + "TP": 31998, + "n_pred": 36222, + "n_ref": 35784 + }, + "2": { + "Dice": 0.9770167477392184, + "FN": 783, + "FP": 625, + "IoU": 0.9550662198819212, + "TN": 2597145, + "TP": 29927, + "n_pred": 30552, + "n_ref": 30710 + }, + "3": { + "Dice": 0.9246874892386101, + "FN": 911, + "FP": 1276, + "IoU": 0.8599244219560622, + "TN": 2612867, + "TP": 13426, + "n_pred": 14702, + "n_ref": 14337 + }, + "4": { + "Dice": 0.7975342579865884, + "FN": 4578, + "FP": 283, + "IoU": 0.6632490474541046, + "TN": 2614045, + "TP": 9574, + "n_pred": 9857, + "n_ref": 14152 + }, + "5": { + "Dice": 0.7847097006851785, + "FN": 580, + "FP": 17, + "IoU": 0.6456973293768546, + "TN": 2626795, + "TP": 1088, + "n_pred": 1105, + "n_ref": 1668 + }, + "6": { + "Dice": 0.9450936725135458, + "FN": 4318, + "FP": 5248, + "IoU": 0.8959029326949236, + "TN": 2536585, + "TP": 82329, + "n_pred": 87577, + "n_ref": 86647 + }, + "7": { + "Dice": 0.9681362203522259, + "FN": 1586, + "FP": 5510, + "IoU": 0.9382403369974847, + "TN": 2513583, + "TP": 107801, + "n_pred": 113311, + "n_ref": 109387 + }, + "8": { + "Dice": 0.9461998863142408, + "FN": 705, + "FP": 904, + "IoU": 0.8978931336464018, + "TN": 2612722, + "TP": 14149, + "n_pred": 15053, + "n_ref": 14854 + }, + "9": { + "Dice": 0.9300475754528673, + "FN": 2640, + "FP": 2021, + "IoU": 0.869241990686192, + "TN": 2592834, + "TP": 30985, + "n_pred": 33006, + "n_ref": 33625 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0332.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0332.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7475971583786043, + "FN": 616, + "FP": 592, + "IoU": 0.5969302635969302, + "TN": 2275019, + "TP": 1789, + "n_pred": 2381, + "n_ref": 2405 + }, + "10": { + "Dice": 0.7811149696471649, + "FN": 7440, + "FP": 9074, + "IoU": 0.6408438451500652, + "TN": 2232036, + "TP": 29466, + "n_pred": 38540, + "n_ref": 36906 + }, + "11": { + "Dice": 0.7655310621242485, + "FN": 275, + "FP": 76, + "IoU": 0.6201298701298701, + "TN": 2277092, + "TP": 573, + "n_pred": 649, + "n_ref": 848 + }, + "12": { + "Dice": 0.3269565217391304, + "FN": 700, + "FP": 848, + "IoU": 0.19542619542619544, + "TN": 2276092, + "TP": 376, + "n_pred": 1224, + "n_ref": 1076 + }, + "13": { + "Dice": 0.8590728179830708, + "FN": 4687, + "FP": 5369, + "IoU": 0.7529602515599666, + "TN": 2237310, + "TP": 30650, + "n_pred": 36019, + "n_ref": 35337 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7753524550315994, + "FN": 7150, + "FP": 2092, + "IoU": 0.6331229407328014, + "TN": 2252825, + "TP": 15949, + "n_pred": 18041, + "n_ref": 23099 + }, + "3": { + "Dice": 0.8836059993191694, + "FN": 4426, + "FP": 24637, + "IoU": 0.791482217550707, + "TN": 2138637, + "TP": 110316, + "n_pred": 134953, + "n_ref": 114742 + }, + "4": { + "Dice": 0.7417020214624407, + "FN": 713, + "FP": 322, + "IoU": 0.5894486314954384, + "TN": 2275495, + "TP": 1486, + "n_pred": 1808, + "n_ref": 2199 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9598787446504993, + "FN": 2313, + "FP": 837, + "IoU": 0.9228527344419681, + "TN": 2237185, + "TP": 37681, + "n_pred": 38518, + "n_ref": 39994 + }, + "7": { + "Dice": 0.9027604859829134, + "FN": 438, + "FP": 1827, + "IoU": 0.8227560842006417, + "TN": 2265237, + "TP": 10514, + "n_pred": 12341, + "n_ref": 10952 + }, + "8": { + "Dice": 0.9234590722661892, + "FN": 450, + "FP": 875, + "IoU": 0.8578021034556772, + "TN": 2268698, + "TP": 7993, + "n_pred": 8868, + "n_ref": 8443 + }, + "9": { + "Dice": 0.8985507246376812, + "FN": 398, + "FP": 169, + "IoU": 0.8157894736842105, + "TN": 2274938, + "TP": 2511, + "n_pred": 2680, + "n_ref": 2909 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0383.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0383.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9671284896312339, + "FN": 1224, + "FP": 992, + "IoU": 0.9363492747379003, + "TN": 2067969, + "TP": 32599, + "n_pred": 33591, + "n_ref": 33823 + }, + "10": { + "Dice": 0.7289801266652107, + "FN": 949, + "FP": 292, + "IoU": 0.5735395189003436, + "TN": 2099874, + "TP": 1669, + "n_pred": 1961, + "n_ref": 2618 + }, + "11": { + "Dice": 0.6332518337408313, + "FN": 33, + "FP": 267, + "IoU": 0.46332737030411447, + "TN": 2102225, + "TP": 259, + "n_pred": 526, + "n_ref": 292 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.810491971447704, + "FN": 5919, + "FP": 7382, + "IoU": 0.6813673821387505, + "TN": 2061040, + "TP": 28443, + "n_pred": 35825, + "n_ref": 34362 + }, + "14": { + "Dice": 0.9431807485959903, + "FN": 437, + "FP": 3185, + "IoU": 0.8924712029450184, + "TN": 2069100, + "TP": 30062, + "n_pred": 33247, + "n_ref": 30499 + }, + "15": { + "Dice": 0.9564536499115939, + "FN": 635, + "FP": 1089, + "IoU": 0.9165416081715642, + "TN": 2082127, + "TP": 18933, + "n_pred": 20022, + "n_ref": 19568 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.4540420819490587, + "FN": 1454, + "FP": 518, + "IoU": 0.29369627507163326, + "TN": 2099992, + "TP": 820, + "n_pred": 1338, + "n_ref": 2274 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9761421619811265, + "FN": 5614, + "FP": 2863, + "IoU": 0.9533961901096787, + "TN": 1920889, + "TP": 173418, + "n_pred": 176281, + "n_ref": 179032 + }, + "7": { + "Dice": 0.8065943238731219, + "FN": 31351, + "FP": 1087, + "IoU": 0.6758760579142478, + "TN": 2002705, + "TP": 67641, + "n_pred": 68728, + "n_ref": 98992 + }, + "8": { + "Dice": 0.9180497925311203, + "FN": 727, + "FP": 1011, + "IoU": 0.8485139022051774, + "TN": 2091311, + "TP": 9735, + "n_pred": 10746, + "n_ref": 10462 + }, + "9": { + "Dice": 0.5702182284980745, + "FN": 3768, + "FP": 2928, + "IoU": 0.3988148680193931, + "TN": 2091646, + "TP": 4442, + "n_pred": 7370, + "n_ref": 8210 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0392.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0392.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": 0.6610519207728947, + "FN": 3322.657777777778, + "FP": 3888.917777777778, + "IoU": 0.5683827343571892, + "TN": 2753475.526666667, + "TP": 25501.697777777776, + "n_pred": 29390.615555555556, + "n_ref": 28824.355555555554 + }, + "mean": { + "1": { + "Dice": 0.8375858058461629, + "FN": 2692.0, + "FP": 3157.9333333333334, + "IoU": 0.7763949176515289, + "TN": 2746067.033333333, + "TP": 34271.833333333336, + "n_pred": 37429.76666666667, + "n_ref": 36963.833333333336 + }, + "10": { + "Dice": 0.646032776547634, + "FN": 1925.4666666666667, + "FP": 2014.8666666666666, + "IoU": 0.5325178820274582, + "TN": 2774528.6333333333, + "TP": 7719.833333333333, + "n_pred": 9734.7, + "n_ref": 9645.3 + }, + "11": { + "Dice": 0.6210743683762245, + "FN": 314.8, + "FP": 263.1333333333333, + "IoU": 0.4700539081989821, + "TN": 2785045.6, + "TP": 565.2666666666667, + "n_pred": 828.4, + "n_ref": 880.0666666666667 + }, + "12": { + "Dice": 0.40573386014166574, + "FN": 246.0, + "FP": 133.06666666666666, + "IoU": 0.3093579261672821, + "TN": 2785402.2, + "TP": 407.53333333333336, + "n_pred": 540.6, + "n_ref": 653.5333333333333 + }, + "13": { + "Dice": 0.44968986048810244, + "FN": 3829.633333333333, + "FP": 1790.5, + "IoU": 0.3439172225363985, + "TN": 2776067.7333333334, + "TP": 4500.933333333333, + "n_pred": 6291.433333333333, + "n_ref": 8330.566666666668 + }, + "14": { + "Dice": 0.6345673310161769, + "FN": 3453.3333333333335, + "FP": 4839.9, + "IoU": 0.5426063594828833, + "TN": 2759625.2, + "TP": 18270.366666666665, + "n_pred": 23110.266666666666, + "n_ref": 21723.7 + }, + "15": { + "Dice": 0.5606581200337807, + "FN": 3874.766666666667, + "FP": 4676.133333333333, + "IoU": 0.4545529925166236, + "TN": 2767887.566666667, + "TP": 9750.333333333334, + "n_pred": 14426.466666666667, + "n_ref": 13625.1 + }, + "2": { + "Dice": 0.6915612714558568, + "FN": 2199.1, + "FP": 2809.5, + "IoU": 0.6277501284354418, + "TN": 2761197.966666667, + "TP": 19982.233333333334, + "n_pred": 22791.733333333334, + "n_ref": 22181.333333333332 + }, + "3": { + "Dice": 0.7776100039273158, + "FN": 2896.133333333333, + "FP": 3389.233333333333, + "IoU": 0.719408067696167, + "TN": 2749835.3, + "TP": 30068.133333333335, + "n_pred": 33457.36666666667, + "n_ref": 32964.26666666667 + }, + "4": { + "Dice": 0.6764905749483545, + "FN": 1655.3, + "FP": 1888.7666666666667, + "IoU": 0.5740234657311251, + "TN": 2775962.8, + "TP": 6681.933333333333, + "n_pred": 8570.7, + "n_ref": 8337.233333333334 + }, + "5": { + "Dice": 0.38869663619972855, + "FN": 571.9666666666667, + "FP": 394.9, + "IoU": 0.2888681100303393, + "TN": 2784305.7, + "TP": 916.2333333333333, + "n_pred": 1311.1333333333334, + "n_ref": 1488.2 + }, + "6": { + "Dice": 0.9376074663359467, + "FN": 10061.033333333333, + "FP": 12349.633333333333, + "IoU": 0.8872499023644288, + "TN": 2593365.566666667, + "TP": 170412.56666666668, + "n_pred": 182762.2, + "n_ref": 180473.6 + }, + "7": { + "Dice": 0.7177741759371354, + "FN": 13270.333333333334, + "FP": 17604.766666666666, + "IoU": 0.6232309028187947, + "TN": 2697094.1666666665, + "TP": 58219.53333333333, + "n_pred": 75824.3, + "n_ref": 71489.86666666667 + }, + "8": { + "Dice": 0.8489623945429247, + "FN": 1110.3333333333333, + "FP": 1082.4333333333334, + "IoU": 0.762645091236673, + "TN": 2773347.1333333333, + "TP": 10648.9, + "n_pred": 11731.333333333334, + "n_ref": 11759.233333333334 + }, + "9": { + "Dice": 0.7217341657964087, + "FN": 1739.6666666666667, + "FP": 1939.0, + "IoU": 0.6131641384637132, + "TN": 2772400.3, + "TP": 10109.833333333334, + "n_pred": 12048.833333333334, + "n_ref": 11849.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.5852713178294574, + "FN": 239, + "FP": 189, + "IoU": 0.4136986301369863, + "TN": 1576358, + "TP": 302, + "n_pred": 491, + "n_ref": 541 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9701706729537184, + "FN": 793, + "FP": 371, + "IoU": 0.9420693773951128, + "TN": 1556995, + "TP": 18929, + "n_pred": 19300, + "n_ref": 19722 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 100, + "IoU": 0.0, + "TN": 1576988, + "TP": 0, + "n_pred": 100, + "n_ref": 0 + }, + "4": { + "Dice": 0.8967475332415034, + "FN": 1037, + "FP": 2636, + "IoU": 0.8128216888345309, + "TN": 1557465, + "TP": 15950, + "n_pred": 18586, + "n_ref": 16987 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9776413415195089, + "FN": 2583, + "FP": 1889, + "IoU": 0.9562606365290194, + "TN": 1474846, + "TP": 97770, + "n_pred": 99659, + "n_ref": 100353 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0004.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0004.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9044125001136539, + "FN": 8971, + "FP": 1542, + "IoU": 0.8255045810649316, + "TN": 2743464, + "TP": 49735, + "n_pred": 51277, + "n_ref": 58706 + }, + "10": { + "Dice": 0.6341107871720116, + "FN": 11, + "FP": 491, + "IoU": 0.464247598719317, + "TN": 2802775, + "TP": 435, + "n_pred": 926, + "n_ref": 446 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8023032629558541, + "FN": 15, + "FP": 88, + "IoU": 0.6698717948717948, + "TN": 2803400, + "TP": 209, + "n_pred": 297, + "n_ref": 224 + }, + "13": { + "Dice": 0.26621160409556316, + "FN": 26, + "FP": 6424, + "IoU": 0.15354330708661418, + "TN": 2796092, + "TP": 1170, + "n_pred": 7594, + "n_ref": 1196 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 403, + "FP": 0, + "IoU": 0.0, + "TN": 2803309, + "TP": 0, + "n_pred": 0, + "n_ref": 403 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8720130206406747, + "FN": 598, + "FP": 2862, + "IoU": 0.7730701121532104, + "TN": 2788465, + "TP": 11787, + "n_pred": 14649, + "n_ref": 12385 + }, + "5": { + "Dice": 0.577762139338494, + "FN": 1118, + "FP": 82, + "IoU": 0.4062345373577437, + "TN": 2801691, + "TP": 821, + "n_pred": 903, + "n_ref": 1939 + }, + "6": { + "Dice": 0.9713287820221507, + "FN": 10700, + "FP": 6145, + "IoU": 0.944255817647526, + "TN": 2501528, + "TP": 285339, + "n_pred": 291484, + "n_ref": 296039 + }, + "7": { + "Dice": 0.9374539131200404, + "FN": 2728, + "FP": 8638, + "IoU": 0.8822712959893935, + "TN": 2707168, + "TP": 85178, + "n_pred": 93816, + "n_ref": 87906 + }, + "8": { + "Dice": 0.8023952095808383, + "FN": 24, + "FP": 42, + "IoU": 0.67, + "TN": 2803512, + "TP": 134, + "n_pred": 176, + "n_ref": 158 + }, + "9": { + "Dice": 0.8202239889088664, + "FN": 2583, + "FP": 5716, + "IoU": 0.6952370460137344, + "TN": 2776481, + "TP": 18932, + "n_pred": 24648, + "n_ref": 21515 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0007.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0007.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 3, + "FP": 0, + "IoU": 0.0, + "TN": 1927549, + "TP": 0, + "n_pred": 0, + "n_ref": 3 + }, + "10": { + "Dice": 0.8477861281090765, + "FN": 7563, + "FP": 5521, + "IoU": 0.7357888572524788, + "TN": 1878031, + "TP": 36437, + "n_pred": 41958, + "n_ref": 44000 + }, + "11": { + "Dice": 0.23622047244094488, + "FN": 451, + "FP": 131, + "IoU": 0.13392857142857142, + "TN": 1926880, + "TP": 90, + "n_pred": 221, + "n_ref": 541 + }, + "12": { + "Dice": 0.669374492282697, + "FN": 609, + "FP": 205, + "IoU": 0.503052503052503, + "TN": 1925914, + "TP": 824, + "n_pred": 1029, + "n_ref": 1433 + }, + "13": { + "Dice": 0.2051751774673689, + "FN": 97, + "FP": 3374, + "IoU": 0.11431487624393978, + "TN": 1923633, + "TP": 448, + "n_pred": 3822, + "n_ref": 545 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.6578101644245142, + "FN": 418, + "FP": 17896, + "IoU": 0.49010218002617145, + "TN": 1891635, + "TP": 17603, + "n_pred": 35499, + "n_ref": 18021 + }, + "3": { + "Dice": 0.8519009335335866, + "FN": 24547, + "FP": 598, + "IoU": 0.7420099522905659, + "TN": 1830087, + "TP": 72320, + "n_pred": 72918, + "n_ref": 96867 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 10, + "FP": 682, + "IoU": 0.0, + "TN": 1926860, + "TP": 0, + "n_pred": 682, + "n_ref": 10 + }, + "6": { + "Dice": 0.9791483905796613, + "FN": 4867, + "FP": 6257, + "IoU": 0.9591485986250661, + "TN": 1655248, + "TP": 261180, + "n_pred": 267437, + "n_ref": 266047 + }, + "7": { + "Dice": 0.9134149838200959, + "FN": 6758, + "FP": 3811, + "IoU": 0.8406290996275465, + "TN": 1861235, + "TP": 55748, + "n_pred": 59559, + "n_ref": 62506 + }, + "8": { + "Dice": 0.7981721555680812, + "FN": 7541, + "FP": 12511, + "IoU": 0.6641318548792335, + "TN": 1867850, + "TP": 39650, + "n_pred": 52161, + "n_ref": 47191 + }, + "9": { + "Dice": 0.812385264961449, + "FN": 939, + "FP": 3660, + "IoU": 0.6840478153338829, + "TN": 1912996, + "TP": 9957, + "n_pred": 13617, + "n_ref": 10896 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0009.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0009.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9111459353574927, + "FN": 613, + "FP": 3923, + "IoU": 0.8367934371964164, + "TN": 2600687, + "TP": 23257, + "n_pred": 27180, + "n_ref": 23870 + }, + "10": { + "Dice": 0.81666335255518, + "FN": 2436, + "FP": 1252, + "IoU": 0.6901361115778861, + "TN": 2616578, + "TP": 8214, + "n_pred": 9466, + "n_ref": 10650 + }, + "11": { + "Dice": 0.7621335896203748, + "FN": 465, + "FP": 30, + "IoU": 0.6156832298136646, + "TN": 2627192, + "TP": 793, + "n_pred": 823, + "n_ref": 1258 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 17, + "FP": 504, + "IoU": 0.0, + "TN": 2627959, + "TP": 0, + "n_pred": 504, + "n_ref": 17 + }, + "14": { + "Dice": 0.9448188085100885, + "FN": 6662, + "FP": 1879, + "IoU": 0.89540906920072, + "TN": 2546819, + "TP": 73120, + "n_pred": 74999, + "n_ref": 79782 + }, + "15": { + "Dice": 0.9044792991380528, + "FN": 1504, + "FP": 1200, + "IoU": 0.8256158906229847, + "TN": 2612974, + "TP": 12802, + "n_pred": 14002, + "n_ref": 14306 + }, + "2": { + "Dice": 0.9251893151368894, + "FN": 886, + "FP": 13, + "IoU": 0.8607928151130381, + "TN": 2622022, + "TP": 5559, + "n_pred": 5572, + "n_ref": 6445 + }, + "3": { + "Dice": 0.9326532019025298, + "FN": 672, + "FP": 3236, + "IoU": 0.8738052182898476, + "TN": 2597512, + "TP": 27060, + "n_pred": 30296, + "n_ref": 27732 + }, + "4": { + "Dice": 0.8418768085985945, + "FN": 2480, + "FP": 6700, + "IoU": 0.7269320007139033, + "TN": 2594862, + "TP": 24438, + "n_pred": 31138, + "n_ref": 26918 + }, + "5": { + "Dice": 0.0, + "FN": 6, + "FP": 0, + "IoU": 0.0, + "TN": 2628474, + "TP": 0, + "n_pred": 0, + "n_ref": 6 + }, + "6": { + "Dice": 0.8613114546465236, + "FN": 20688, + "FP": 18732, + "IoU": 0.7564065329024204, + "TN": 2466653, + "TP": 122407, + "n_pred": 141139, + "n_ref": 143095 + }, + "7": { + "Dice": 0.8030947262059733, + "FN": 9723, + "FP": 43672, + "IoU": 0.6709760110424382, + "TN": 2466197, + "TP": 108888, + "n_pred": 152560, + "n_ref": 118611 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.6391865366669884, + "FN": 10862, + "FP": 351, + "IoU": 0.46970915109955075, + "TN": 2607335, + "TP": 9932, + "n_pred": 10283, + "n_ref": 20794 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0017.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0017.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9497119396066486, + "FN": 1390, + "FP": 2407, + "IoU": 0.9042394895462914, + "TN": 1537437, + "TP": 35854, + "n_pred": 38261, + "n_ref": 37244 + }, + "10": { + "Dice": 0.759915646037797, + "FN": 1988, + "FP": 3932, + "IoU": 0.6127935116750605, + "TN": 1561799, + "TP": 9369, + "n_pred": 13301, + "n_ref": 11357 + }, + "11": { + "Dice": 0.5817134629229662, + "FN": 536, + "FP": 626, + "IoU": 0.4101522842639594, + "TN": 1575118, + "TP": 808, + "n_pred": 1434, + "n_ref": 1344 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.651712429484266, + "FN": 9119, + "FP": 3908, + "IoU": 0.48336307753321434, + "TN": 1551873, + "TP": 12188, + "n_pred": 16096, + "n_ref": 21307 + }, + "14": { + "Dice": 0.8033376963350786, + "FN": 470, + "FP": 732, + "IoU": 0.6713152857533498, + "TN": 1573431, + "TP": 2455, + "n_pred": 3187, + "n_ref": 2925 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 25498, + "IoU": 0.0, + "TN": 1551590, + "TP": 0, + "n_pred": 25498, + "n_ref": 0 + }, + "2": { + "Dice": 0.9484515682200455, + "FN": 324, + "FP": 197, + "IoU": 0.9019570944674444, + "TN": 1571774, + "TP": 4793, + "n_pred": 4990, + "n_ref": 5117 + }, + "3": { + "Dice": 0.9610930870975792, + "FN": 1765, + "FP": 1353, + "IoU": 0.9251002906627591, + "TN": 1535459, + "TP": 38511, + "n_pred": 39864, + "n_ref": 40276 + }, + "4": { + "Dice": 0.8232931726907631, + "FN": 539, + "FP": 165, + "IoU": 0.6996587030716723, + "TN": 1574744, + "TP": 1640, + "n_pred": 1805, + "n_ref": 2179 + }, + "5": { + "Dice": 0.10855263157894737, + "FN": 536, + "FP": 6, + "IoU": 0.057391304347826085, + "TN": 1576513, + "TP": 33, + "n_pred": 39, + "n_ref": 569 + }, + "6": { + "Dice": 0.9167185650052354, + "FN": 5810, + "FP": 6359, + "IoU": 0.8462422925300718, + "TN": 1497944, + "TP": 66975, + "n_pred": 73334, + "n_ref": 72785 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9111019397441189, + "FN": 711, + "FP": 366, + "IoU": 0.836719223771983, + "TN": 1570492, + "TP": 5519, + "n_pred": 5885, + "n_ref": 6230 + }, + "9": { + "Dice": 0.9054327689457585, + "FN": 6469, + "FP": 4506, + "IoU": 0.827206171770448, + "TN": 1513573, + "TP": 52540, + "n_pred": 57046, + "n_ref": 59009 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0025.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0025.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9589651877802003, + "FN": 915, + "FP": 760, + "IoU": 0.9211653409893161, + "TN": 2432001, + "TP": 19572, + "n_pred": 20332, + "n_ref": 20487 + }, + "10": { + "Dice": 0.7219779233599569, + "FN": 14269, + "FP": 4319, + "IoU": 0.5649181939470542, + "TN": 2410525, + "TP": 24135, + "n_pred": 28454, + "n_ref": 38404 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.336046511627907, + "FN": 1131, + "FP": 11, + "IoU": 0.20195667365478687, + "TN": 2451817, + "TP": 289, + "n_pred": 300, + "n_ref": 1420 + }, + "13": { + "Dice": 0.5138667516735734, + "FN": 127, + "FP": 1398, + "IoU": 0.3457743457743458, + "TN": 2450917, + "TP": 806, + "n_pred": 2204, + "n_ref": 933 + }, + "14": { + "Dice": 0.4168683834465864, + "FN": 39636, + "FP": 354, + "IoU": 0.263318841647631, + "TN": 2398964, + "TP": 14294, + "n_pred": 14648, + "n_ref": 53930 + }, + "15": { + "Dice": 0.3497130457128173, + "FN": 5666, + "FP": 17109, + "IoU": 0.21191044672826048, + "TN": 2424349, + "TP": 6124, + "n_pred": 23233, + "n_ref": 11790 + }, + "2": { + "Dice": 0.8733382570162481, + "FN": 216, + "FP": 2528, + "IoU": 0.7751556866601115, + "TN": 2441044, + "TP": 9460, + "n_pred": 11988, + "n_ref": 9676 + }, + "3": { + "Dice": 0.3990603644646925, + "FN": 78, + "FP": 8364, + "IoU": 0.24926634059582037, + "TN": 2442003, + "TP": 2803, + "n_pred": 11167, + "n_ref": 2881 + }, + "4": { + "Dice": 0.9152590692039057, + "FN": 152, + "FP": 1037, + "IoU": 0.8437582128777924, + "TN": 2445638, + "TP": 6421, + "n_pred": 7458, + "n_ref": 6573 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9589220068911631, + "FN": 4372, + "FP": 5249, + "IoU": 0.9210856566352519, + "TN": 2331331, + "TP": 112296, + "n_pred": 117545, + "n_ref": 116668 + }, + "7": { + "Dice": 0.9366234615856401, + "FN": 6777, + "FP": 5623, + "IoU": 0.8808013227208059, + "TN": 2349220, + "TP": 91628, + "n_pred": 97251, + "n_ref": 98405 + }, + "8": { + "Dice": 0.76, + "FN": 306, + "FP": 6, + "IoU": 0.6129032258064516, + "TN": 2452442, + "TP": 494, + "n_pred": 500, + "n_ref": 800 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0033.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0033.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9458199595081724, + "FN": 4113, + "FP": 6859, + "IoU": 0.8972091323858686, + "TN": 3573131, + "TP": 95769, + "n_pred": 102628, + "n_ref": 99882 + }, + "10": { + "Dice": 0.8441399559579154, + "FN": 656, + "FP": 618, + "IoU": 0.7303132938187976, + "TN": 3675148, + "TP": 3450, + "n_pred": 4068, + "n_ref": 4106 + }, + "11": { + "Dice": 0.5933163963259722, + "FN": 1107, + "FP": 974, + "IoU": 0.4217838288413448, + "TN": 3676273, + "TP": 1518, + "n_pred": 2492, + "n_ref": 2625 + }, + "12": { + "Dice": 0.638109713969877, + "FN": 917, + "FP": 1702, + "IoU": 0.46854707792207795, + "TN": 3674944, + "TP": 2309, + "n_pred": 4011, + "n_ref": 3226 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 3679865, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "14": { + "Dice": 0.9153581777747827, + "FN": 3478, + "FP": 11594, + "IoU": 0.8439266853059957, + "TN": 3583302, + "TP": 81498, + "n_pred": 93092, + "n_ref": 84976 + }, + "15": { + "Dice": 0.6140226745429714, + "FN": 22610, + "FP": 847, + "IoU": 0.4430250504570818, + "TN": 3637757, + "TP": 18658, + "n_pred": 19505, + "n_ref": 41268 + }, + "2": { + "Dice": 0.9521685254027261, + "FN": 1549, + "FP": 960, + "IoU": 0.9087038789025544, + "TN": 3652390, + "TP": 24973, + "n_pred": 25933, + "n_ref": 26522 + }, + "3": { + "Dice": 0.942156303479749, + "FN": 850, + "FP": 1685, + "IoU": 0.8906384814495254, + "TN": 3656692, + "TP": 20645, + "n_pred": 22330, + "n_ref": 21495 + }, + "4": { + "Dice": 0.86428103109148, + "FN": 890, + "FP": 3043, + "IoU": 0.7609990277102576, + "TN": 3663416, + "TP": 12523, + "n_pred": 15566, + "n_ref": 13413 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3679872, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9082296111209338, + "FN": 4249, + "FP": 23260, + "IoU": 0.8318870161457887, + "TN": 3516238, + "TP": 136125, + "n_pred": 159385, + "n_ref": 140374 + }, + "7": { + "Dice": 0.85180966843837, + "FN": 2358, + "FP": 2326, + "IoU": 0.7418714868290532, + "TN": 3661726, + "TP": 13462, + "n_pred": 15788, + "n_ref": 15820 + }, + "8": { + "Dice": 0.8648706780663548, + "FN": 911, + "FP": 1602, + "IoU": 0.7619137849360492, + "TN": 3669317, + "TP": 8042, + "n_pred": 9644, + "n_ref": 8953 + }, + "9": { + "Dice": 0.6077586206896551, + "FN": 138, + "FP": 408, + "IoU": 0.43653250773993807, + "TN": 3678903, + "TP": 423, + "n_pred": 831, + "n_ref": 561 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0035.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0035.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8926129357695326, + "FN": 2096, + "FP": 15148, + "IoU": 0.8060532442554914, + "TN": 2539569, + "TP": 71667, + "n_pred": 86815, + "n_ref": 73763 + }, + "10": { + "Dice": 0.5119494370926329, + "FN": 2818, + "FP": 2124, + "IoU": 0.344040350411468, + "TN": 2620946, + "TP": 2592, + "n_pred": 4716, + "n_ref": 5410 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 2628474, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "13": { + "Dice": 0.35648271679805943, + "FN": 21941, + "FP": 4588, + "IoU": 0.21690232311007468, + "TN": 2594603, + "TP": 7348, + "n_pred": 11936, + "n_ref": 29289 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 20, + "FP": 0, + "IoU": 0.0, + "TN": 2628460, + "TP": 0, + "n_pred": 0, + "n_ref": 20 + }, + "2": { + "Dice": 0.5456487227594169, + "FN": 14175, + "FP": 1566, + "IoU": 0.37518358274123764, + "TN": 2603287, + "TP": 9452, + "n_pred": 11018, + "n_ref": 23627 + }, + "3": { + "Dice": 0.8146566774074481, + "FN": 2174, + "FP": 16405, + "IoU": 0.6872748695505807, + "TN": 2569070, + "TP": 40831, + "n_pred": 57236, + "n_ref": 43005 + }, + "4": { + "Dice": 0.8921286132455177, + "FN": 2672, + "FP": 6762, + "IoU": 0.8052637011043451, + "TN": 2580035, + "TP": 39011, + "n_pred": 45773, + "n_ref": 41683 + }, + "5": { + "Dice": 0.3544950250946553, + "FN": 2834, + "FP": 4497, + "IoU": 0.21543236301369864, + "TN": 2619136, + "TP": 2013, + "n_pred": 6510, + "n_ref": 4847 + }, + "6": { + "Dice": 0.9347066892697332, + "FN": 14040, + "FP": 7760, + "IoU": 0.8774172144467749, + "TN": 2450641, + "TP": 156039, + "n_pred": 163799, + "n_ref": 170079 + }, + "7": { + "Dice": 0.3882387254365817, + "FN": 197492, + "FP": 3868, + "IoU": 0.24087855414055961, + "TN": 2363226, + "TP": 63894, + "n_pred": 67762, + "n_ref": 261386 + }, + "8": { + "Dice": 0.8403851765392472, + "FN": 852, + "FP": 242, + "IoU": 0.7247106190236537, + "TN": 2624506, + "TP": 2880, + "n_pred": 3122, + "n_ref": 3732 + }, + "9": { + "Dice": 0.5860658167803142, + "FN": 1635, + "FP": 5346, + "IoU": 0.41449299672901113, + "TN": 2616557, + "TP": 4942, + "n_pred": 10288, + "n_ref": 6577 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0050.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0050.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7591547871802649, + "FN": 1269, + "FP": 22553, + "IoU": 0.6118045823420135, + "TN": 4319434, + "TP": 37544, + "n_pred": 60097, + "n_ref": 38813 + }, + "10": { + "Dice": 0.22199661590524536, + "FN": 1141, + "FP": 3457, + "IoU": 0.124857251617815, + "TN": 4375546, + "TP": 656, + "n_pred": 4113, + "n_ref": 1797 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4380800, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 17, + "IoU": 0.0, + "TN": 4380783, + "TP": 0, + "n_pred": 17, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 234, + "FP": 0, + "IoU": 0.0, + "TN": 4380566, + "TP": 0, + "n_pred": 0, + "n_ref": 234 + }, + "14": { + "Dice": 0.01971167990585466, + "FN": 1598, + "FP": 65042, + "IoU": 0.00995394443619076, + "TN": 4313490, + "TP": 670, + "n_pred": 65712, + "n_ref": 2268 + }, + "15": { + "Dice": 0.7981111808310379, + "FN": 2596, + "FP": 16387, + "IoU": 0.6640474294310238, + "TN": 4324295, + "TP": 37522, + "n_pred": 53909, + "n_ref": 40118 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 46, + "IoU": 0.0, + "TN": 4380754, + "TP": 0, + "n_pred": 46, + "n_ref": 0 + }, + "3": { + "Dice": 0.14004995836802664, + "FN": 13, + "FP": 10315, + "IoU": 0.07529769898827111, + "TN": 4369631, + "TP": 841, + "n_pred": 11156, + "n_ref": 854 + }, + "4": { + "Dice": 0.48480662983425415, + "FN": 713, + "FP": 33, + "IoU": 0.31996353691886964, + "TN": 4379703, + "TP": 351, + "n_pred": 384, + "n_ref": 1064 + }, + "5": { + "Dice": 0.32432432432432434, + "FN": 151, + "FP": 174, + "IoU": 0.1935483870967742, + "TN": 4380397, + "TP": 78, + "n_pred": 252, + "n_ref": 229 + }, + "6": { + "Dice": 0.6893991396257336, + "FN": 2978, + "FP": 83447, + "IoU": 0.5260176156368941, + "TN": 4198462, + "TP": 95913, + "n_pred": 179360, + "n_ref": 98891 + }, + "7": { + "Dice": 0.5848634343392024, + "FN": 2162, + "FP": 116741, + "IoU": 0.41329116110154396, + "TN": 4178139, + "TP": 83758, + "n_pred": 200499, + "n_ref": 85920 + }, + "8": { + "Dice": 0.824720485958271, + "FN": 3495, + "FP": 487, + "IoU": 0.7017228464419476, + "TN": 4367450, + "TP": 9368, + "n_pred": 9855, + "n_ref": 12863 + }, + "9": { + "Dice": 0.5362412493268713, + "FN": 4702, + "FP": 3910, + "IoU": 0.3663453756162166, + "TN": 4367209, + "TP": 4979, + "n_pred": 8889, + "n_ref": 9681 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0052.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0052.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8704961986263635, + "FN": 473, + "FP": 6579, + "IoU": 0.7706890384677918, + "TN": 2072031, + "TP": 23701, + "n_pred": 30280, + "n_ref": 24174 + }, + "10": { + "Dice": 0.6743097045050864, + "FN": 1244, + "FP": 773, + "IoU": 0.5086479902557857, + "TN": 2098679, + "TP": 2088, + "n_pred": 2861, + "n_ref": 3332 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.20555555555555555, + "FN": 414, + "FP": 158, + "IoU": 0.11455108359133127, + "TN": 2102138, + "TP": 74, + "n_pred": 232, + "n_ref": 488 + }, + "13": { + "Dice": 0.4781991039230685, + "FN": 3690, + "FP": 1085, + "IoU": 0.314232371104409, + "TN": 2095821, + "TP": 2188, + "n_pred": 3273, + "n_ref": 5878 + }, + "14": { + "Dice": 0.9419957129303176, + "FN": 4513, + "FP": 5391, + "IoU": 0.8903515084417382, + "TN": 2012459, + "TP": 80421, + "n_pred": 85812, + "n_ref": 84934 + }, + "15": { + "Dice": 0.5477891684788236, + "FN": 1154, + "FP": 3213, + "IoU": 0.37721049629207076, + "TN": 2095772, + "TP": 2645, + "n_pred": 5858, + "n_ref": 3799 + }, + "2": { + "Dice": 0.6203208556149733, + "FN": 68, + "FP": 3, + "IoU": 0.4496124031007752, + "TN": 2102655, + "TP": 58, + "n_pred": 61, + "n_ref": 126 + }, + "3": { + "Dice": 0.9282711743135676, + "FN": 326, + "FP": 1278, + "IoU": 0.8661437035800718, + "TN": 2090801, + "TP": 10379, + "n_pred": 11657, + "n_ref": 10705 + }, + "4": { + "Dice": 0.8859466943579093, + "FN": 1208, + "FP": 110, + "IoU": 0.7952462327171043, + "TN": 2096347, + "TP": 5119, + "n_pred": 5229, + "n_ref": 6327 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9490286394483008, + "FN": 3582, + "FP": 4297, + "IoU": 0.9030014280789875, + "TN": 2021556, + "TP": 73349, + "n_pred": 77646, + "n_ref": 76931 + }, + "7": { + "Dice": 0.6321106316202433, + "FN": 7171, + "FP": 331, + "IoU": 0.4621065462106546, + "TN": 2088837, + "TP": 6445, + "n_pred": 6776, + "n_ref": 13616 + }, + "8": { + "Dice": 0.8567136039592294, + "FN": 3707, + "FP": 1157, + "IoU": 0.7493429528472043, + "TN": 2083379, + "TP": 14541, + "n_pred": 15698, + "n_ref": 18248 + }, + "9": { + "Dice": 0.21633839199225058, + "FN": 2374, + "FP": 53, + "IoU": 0.12128892107168718, + "TN": 2100022, + "TP": 335, + "n_pred": 388, + "n_ref": 2709 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0076.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0076.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9039091952138993, + "FN": 13158, + "FP": 912, + "IoU": 0.8246663426670156, + "TN": 2898697, + "TP": 66177, + "n_pred": 67089, + "n_ref": 79335 + }, + "10": { + "Dice": 0.24509803921568626, + "FN": 152, + "FP": 2, + "IoU": 0.13966480446927373, + "TN": 2978765, + "TP": 25, + "n_pred": 27, + "n_ref": 177 + }, + "11": { + "Dice": 0.5190002550369803, + "FN": 2041, + "FP": 1731, + "IoU": 0.3504391251937317, + "TN": 2973137, + "TP": 2035, + "n_pred": 3766, + "n_ref": 4076 + }, + "12": { + "Dice": 0.5, + "FN": 3, + "FP": 5, + "IoU": 0.3333333333333333, + "TN": 2978932, + "TP": 4, + "n_pred": 9, + "n_ref": 7 + }, + "13": { + "Dice": 0.4838565879131376, + "FN": 6933, + "FP": 1172, + "IoU": 0.3191364247311828, + "TN": 2967040, + "TP": 3799, + "n_pred": 4971, + "n_ref": 10732 + }, + "14": { + "Dice": 0.6051840117547123, + "FN": 14540, + "FP": 2657, + "IoU": 0.43388089673107944, + "TN": 2948567, + "TP": 13180, + "n_pred": 15837, + "n_ref": 27720 + }, + "15": { + "Dice": 0.6997954334650521, + "FN": 7091, + "FP": 16536, + "IoU": 0.538219485976742, + "TN": 2927779, + "TP": 27538, + "n_pred": 44074, + "n_ref": 34629 + }, + "2": { + "Dice": 0.9552336793730253, + "FN": 2768, + "FP": 2687, + "IoU": 0.9143036682114524, + "TN": 2915289, + "TP": 58200, + "n_pred": 60887, + "n_ref": 60968 + }, + "3": { + "Dice": 0.954988727858293, + "FN": 1745, + "FP": 5243, + "IoU": 0.9138549538332573, + "TN": 2897825, + "TP": 74131, + "n_pred": 79374, + "n_ref": 75876 + }, + "4": { + "Dice": 0.6170673958715444, + "FN": 4022, + "FP": 7461, + "IoU": 0.4462020737882807, + "TN": 2958209, + "TP": 9252, + "n_pred": 16713, + "n_ref": 13274 + }, + "5": { + "Dice": 0.6247191011235955, + "FN": 306, + "FP": 362, + "IoU": 0.4542483660130719, + "TN": 2977720, + "TP": 556, + "n_pred": 918, + "n_ref": 862 + }, + "6": { + "Dice": 0.9102392399620639, + "FN": 30812, + "FP": 56450, + "IoU": 0.8352652007128402, + "TN": 2449232, + "TP": 442450, + "n_pred": 498900, + "n_ref": 473262 + }, + "7": { + "Dice": 0.8233166445284561, + "FN": 1378, + "FP": 15914, + "IoU": 0.6996926069363159, + "TN": 2921363, + "TP": 40289, + "n_pred": 56203, + "n_ref": 41667 + }, + "8": { + "Dice": 0.9296482412060302, + "FN": 977, + "FP": 423, + "IoU": 0.8685446009389671, + "TN": 2968294, + "TP": 9250, + "n_pred": 9673, + "n_ref": 10227 + }, + "9": { + "Dice": 0.8689446072085576, + "FN": 2379, + "FP": 5315, + "IoU": 0.7682599921689106, + "TN": 2945743, + "TP": 25507, + "n_pred": 30822, + "n_ref": 27886 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0083.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0083.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9236476043276661, + "FN": 1286, + "FP": 443, + "IoU": 0.8581275129236071, + "TN": 1915365, + "TP": 10458, + "n_pred": 10901, + "n_ref": 11744 + }, + "10": { + "Dice": 0.8253241800152555, + "FN": 751, + "FP": 4516, + "IoU": 0.7025974025974026, + "TN": 1909842, + "TP": 12443, + "n_pred": 16959, + "n_ref": 13194 + }, + "11": { + "Dice": 0.6506838294448913, + "FN": 1422, + "FP": 749, + "IoU": 0.4822322919150966, + "TN": 1923359, + "TP": 2022, + "n_pred": 2771, + "n_ref": 3444 + }, + "12": { + "Dice": 0.8182536546819439, + "FN": 205, + "FP": 715, + "IoU": 0.6924105650284186, + "TN": 1924561, + "TP": 2071, + "n_pred": 2786, + "n_ref": 2276 + }, + "13": { + "Dice": 0.817939393939394, + "FN": 595, + "FP": 3160, + "IoU": 0.6919606234618539, + "TN": 1915362, + "TP": 8435, + "n_pred": 11595, + "n_ref": 9030 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9659004930992199, + "FN": 648, + "FP": 659, + "IoU": 0.9340498536683822, + "TN": 1907734, + "TP": 18511, + "n_pred": 19170, + "n_ref": 19159 + }, + "3": { + "Dice": 0.9653525296017222, + "FN": 1511, + "FP": 549, + "IoU": 0.9330255543273295, + "TN": 1896794, + "TP": 28698, + "n_pred": 29247, + "n_ref": 30209 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7994714238519987, + "FN": 163, + "FP": 444, + "IoU": 0.6659328563566318, + "TN": 1925735, + "TP": 1210, + "n_pred": 1654, + "n_ref": 1373 + }, + "6": { + "Dice": 0.9703684905522412, + "FN": 3808, + "FP": 3081, + "IoU": 0.9424424968042175, + "TN": 1807863, + "TP": 112800, + "n_pred": 115881, + "n_ref": 116608 + }, + "7": { + "Dice": 0.9290363415791972, + "FN": 1427, + "FP": 5300, + "IoU": 0.8674770000591004, + "TN": 1876791, + "TP": 44034, + "n_pred": 49334, + "n_ref": 45461 + }, + "8": { + "Dice": 0.9225777143227983, + "FN": 2185, + "FP": 1394, + "IoU": 0.8562823756173955, + "TN": 1902649, + "TP": 21324, + "n_pred": 22718, + "n_ref": 23509 + }, + "9": { + "Dice": 0.44938271604938274, + "FN": 431, + "FP": 238, + "IoU": 0.2898089171974522, + "TN": 1926610, + "TP": 273, + "n_pred": 511, + "n_ref": 704 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0098.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0098.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8863361547762999, + "FN": 120, + "FP": 256, + "IoU": 0.7958740499457112, + "TN": 2451406, + "TP": 1466, + "n_pred": 1722, + "n_ref": 1586 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6417582417582418, + "FN": 163, + "FP": 0, + "IoU": 0.47249190938511326, + "TN": 2452939, + "TP": 146, + "n_pred": 146, + "n_ref": 309 + }, + "14": { + "Dice": 0.9001362663032899, + "FN": 315, + "FP": 198, + "IoU": 0.8184070796460177, + "TN": 2450423, + "TP": 2312, + "n_pred": 2510, + "n_ref": 2627 + }, + "15": { + "Dice": 0.7883908160222642, + "FN": 502, + "FP": 1627, + "IoU": 0.6506972928630025, + "TN": 2447153, + "TP": 3966, + "n_pred": 5593, + "n_ref": 4468 + }, + "2": { + "Dice": 0.8747326393840011, + "FN": 1376, + "FP": 5652, + "IoU": 0.7773553823734398, + "TN": 2421682, + "TP": 24538, + "n_pred": 30190, + "n_ref": 25914 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9713509831185435, + "FN": 3852, + "FP": 2288, + "IoU": 0.9442977800760235, + "TN": 2343019, + "TP": 104089, + "n_pred": 106377, + "n_ref": 107941 + }, + "7": { + "Dice": 0.8088205909298266, + "FN": 47612, + "FP": 3097, + "IoU": 0.679008203777789, + "TN": 2295272, + "TP": 107267, + "n_pred": 110364, + "n_ref": 154879 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0103.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0103.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9370415342903242, + "FN": 2918, + "FP": 867, + "IoU": 0.8815410615923885, + "TN": 1369904, + "TP": 28167, + "n_pred": 29034, + "n_ref": 31085 + }, + "10": { + "Dice": 0.7430915371329879, + "FN": 683, + "FP": 507, + "IoU": 0.5912057712126417, + "TN": 1398945, + "TP": 1721, + "n_pred": 2228, + "n_ref": 2404 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 6, + "FP": 21, + "IoU": 0.0, + "TN": 1401829, + "TP": 0, + "n_pred": 21, + "n_ref": 6 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 44, + "IoU": 0.0, + "TN": 1401812, + "TP": 0, + "n_pred": 44, + "n_ref": 0 + }, + "14": { + "Dice": 0.5243472124206069, + "FN": 1258, + "FP": 90, + "IoU": 0.3553323768531803, + "TN": 1399765, + "TP": 743, + "n_pred": 833, + "n_ref": 2001 + }, + "15": { + "Dice": 0.19774665683900178, + "FN": 960, + "FP": 6659, + "IoU": 0.10972189763963543, + "TN": 1393298, + "TP": 939, + "n_pred": 7598, + "n_ref": 1899 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1617, + "IoU": 0.0, + "TN": 1400239, + "TP": 0, + "n_pred": 1617, + "n_ref": 0 + }, + "3": { + "Dice": 0.9438099588853358, + "FN": 4037, + "FP": 3958, + "IoU": 0.893598615916955, + "TN": 1326716, + "TP": 67145, + "n_pred": 71103, + "n_ref": 71182 + }, + "4": { + "Dice": 0.8155282817502668, + "FN": 137, + "FP": 6777, + "IoU": 0.6885164661891247, + "TN": 1379659, + "TP": 15283, + "n_pred": 22060, + "n_ref": 15420 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9541331158903272, + "FN": 5080, + "FP": 1220, + "IoU": 0.9122892505603742, + "TN": 1330029, + "TP": 65527, + "n_pred": 66747, + "n_ref": 70607 + }, + "7": { + "Dice": 0.0, + "FN": 858, + "FP": 0, + "IoU": 0.0, + "TN": 1400998, + "TP": 0, + "n_pred": 0, + "n_ref": 858 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0138.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0138.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9846871975863836, + "FN": 323, + "FP": 215, + "IoU": 0.9698362861628168, + "TN": 3837268, + "TP": 17298, + "n_pred": 17513, + "n_ref": 17621 + }, + "10": { + "Dice": 0.9047658932908954, + "FN": 1326, + "FP": 3222, + "IoU": 0.8260936066075253, + "TN": 3828952, + "TP": 21604, + "n_pred": 24826, + "n_ref": 22930 + }, + "11": { + "Dice": 0.8079224262430369, + "FN": 652, + "FP": 279, + "IoU": 0.6777431637244722, + "TN": 3852215, + "TP": 1958, + "n_pred": 2237, + "n_ref": 2610 + }, + "12": { + "Dice": 0.5833333333333334, + "FN": 250, + "FP": 0, + "IoU": 0.4117647058823529, + "TN": 3854679, + "TP": 175, + "n_pred": 175, + "n_ref": 425 + }, + "13": { + "Dice": 0.9203556002468176, + "FN": 1922, + "FP": 1563, + "IoU": 0.8524617924727996, + "TN": 3831483, + "TP": 20136, + "n_pred": 21699, + "n_ref": 22058 + }, + "14": { + "Dice": 0.802158273381295, + "FN": 110, + "FP": 0, + "IoU": 0.6696696696696697, + "TN": 3854771, + "TP": 223, + "n_pred": 223, + "n_ref": 333 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3855104, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9566085539638137, + "FN": 1820, + "FP": 2787, + "IoU": 0.9168261419028706, + "TN": 3799714, + "TP": 50783, + "n_pred": 53570, + "n_ref": 52603 + }, + "3": { + "Dice": 0.9646937144468996, + "FN": 2642, + "FP": 1113, + "IoU": 0.9317954772500227, + "TN": 3800049, + "TP": 51300, + "n_pred": 52413, + "n_ref": 53942 + }, + "4": { + "Dice": 0.9301108105749935, + "FN": 2871, + "FP": 333, + "IoU": 0.8693524710487686, + "TN": 3830580, + "TP": 21320, + "n_pred": 21653, + "n_ref": 24191 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 240, + "IoU": 0.0, + "TN": 3854864, + "TP": 0, + "n_pred": 240, + "n_ref": 0 + }, + "6": { + "Dice": 0.9759566323784591, + "FN": 4551, + "FP": 6617, + "IoU": 0.9530422863293684, + "TN": 3617273, + "TP": 226663, + "n_pred": 233280, + "n_ref": 231214 + }, + "7": { + "Dice": 0.7436302899725248, + "FN": 7951, + "FP": 17989, + "IoU": 0.5918881074872957, + "TN": 3791543, + "TP": 37621, + "n_pred": 55610, + "n_ref": 45572 + }, + "8": { + "Dice": 0.8992218637312583, + "FN": 462, + "FP": 69, + "IoU": 0.8168965517241379, + "TN": 3852204, + "TP": 2369, + "n_pred": 2438, + "n_ref": 2831 + }, + "9": { + "Dice": 0.9508687338930917, + "FN": 643, + "FP": 1721, + "IoU": 0.9063391442155309, + "TN": 3829864, + "TP": 22876, + "n_pred": 24597, + "n_ref": 23519 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0170.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0170.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9576368735915436, + "FN": 6938, + "FP": 901, + "IoU": 0.9187171431237752, + "TN": 2532039, + "TP": 88602, + "n_pred": 89503, + "n_ref": 95540 + }, + "10": { + "Dice": 0.7612582781456954, + "FN": 285, + "FP": 2599, + "IoU": 0.6145415664260893, + "TN": 2620998, + "TP": 4598, + "n_pred": 7197, + "n_ref": 4883 + }, + "11": { + "Dice": 0.7245298199738509, + "FN": 1739, + "FP": 1000, + "IoU": 0.5680492035956474, + "TN": 2622139, + "TP": 3602, + "n_pred": 4602, + "n_ref": 5341 + }, + "12": { + "Dice": 0.0, + "FN": 40, + "FP": 4, + "IoU": 0.0, + "TN": 2628436, + "TP": 0, + "n_pred": 4, + "n_ref": 40 + }, + "13": { + "Dice": 0.7391231593038822, + "FN": 545, + "FP": 2573, + "IoU": 0.5861977438619774, + "TN": 2620945, + "TP": 4417, + "n_pred": 6990, + "n_ref": 4962 + }, + "14": { + "Dice": 0.8622600257569858, + "FN": 1337, + "FP": 7861, + "IoU": 0.7578709066020849, + "TN": 2590492, + "TP": 28790, + "n_pred": 36651, + "n_ref": 30127 + }, + "15": { + "Dice": 0.8885665091401985, + "FN": 10413, + "FP": 4796, + "IoU": 0.7994778962912178, + "TN": 2552633, + "TP": 60638, + "n_pred": 65434, + "n_ref": 71051 + }, + "2": { + "Dice": 0.926923076923077, + "FN": 445, + "FP": 163, + "IoU": 0.8637992831541219, + "TN": 2624016, + "TP": 3856, + "n_pred": 4019, + "n_ref": 4301 + }, + "3": { + "Dice": 0.9368257832168998, + "FN": 1429, + "FP": 2360, + "IoU": 0.88115923846564, + "TN": 2596597, + "TP": 28094, + "n_pred": 30454, + "n_ref": 29523 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2181, + "IoU": 0.0, + "TN": 2626299, + "TP": 0, + "n_pred": 2181, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 66, + "FP": 0, + "IoU": 0.0, + "TN": 2628414, + "TP": 0, + "n_pred": 0, + "n_ref": 66 + }, + "6": { + "Dice": 0.9616621585017378, + "FN": 9756, + "FP": 10342, + "IoU": 0.9261553610664081, + "TN": 2356314, + "TP": 252068, + "n_pred": 262410, + "n_ref": 261824 + }, + "7": { + "Dice": 0.5564516129032258, + "FN": 568, + "FP": 6582, + "IoU": 0.3854748603351955, + "TN": 2616845, + "TP": 4485, + "n_pred": 11067, + "n_ref": 5053 + }, + "8": { + "Dice": 0.9344076025204008, + "FN": 173, + "FP": 1732, + "IoU": 0.8768902675455603, + "TN": 2613006, + "TP": 13569, + "n_pred": 15301, + "n_ref": 13742 + }, + "9": { + "Dice": 0.903713115911337, + "FN": 1137, + "FP": 2955, + "IoU": 0.8243399871217, + "TN": 2605185, + "TP": 19203, + "n_pred": 22158, + "n_ref": 20340 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0172.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0172.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9013260840737303, + "FN": 29320, + "FP": 444, + "IoU": 0.8203763382457665, + "TN": 4039866, + "TP": 135938, + "n_pred": 136382, + "n_ref": 165258 + }, + "10": { + "Dice": 0.08264462809917356, + "FN": 0, + "FP": 111, + "IoU": 0.04310344827586207, + "TN": 4205452, + "TP": 5, + "n_pred": 116, + "n_ref": 5 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4205568, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4205568, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 935, + "FP": 0, + "IoU": 0.0, + "TN": 4204633, + "TP": 0, + "n_pred": 0, + "n_ref": 935 + }, + "14": { + "Dice": 0.4192729170290485, + "FN": 984, + "FP": 15709, + "IoU": 0.2652405475593116, + "TN": 4182849, + "TP": 6026, + "n_pred": 21735, + "n_ref": 7010 + }, + "15": { + "Dice": 0.30504947117024905, + "FN": 31461, + "FP": 9277, + "IoU": 0.17997544233982166, + "TN": 4155889, + "TP": 8941, + "n_pred": 18218, + "n_ref": 40402 + }, + "2": { + "Dice": 0.785453337761541, + "FN": 40, + "FP": 1252, + "IoU": 0.6467049494120864, + "TN": 4201911, + "TP": 2365, + "n_pred": 3617, + "n_ref": 2405 + }, + "3": { + "Dice": 0.9250173183957193, + "FN": 1532, + "FP": 1607, + "IoU": 0.8604950891071508, + "TN": 4183067, + "TP": 19362, + "n_pred": 20969, + "n_ref": 20894 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 79, + "IoU": 0.0, + "TN": 4205489, + "TP": 0, + "n_pred": 79, + "n_ref": 0 + }, + "5": { + "Dice": 0.2236024844720497, + "FN": 249, + "FP": 1, + "IoU": 0.1258741258741259, + "TN": 4205282, + "TP": 36, + "n_pred": 37, + "n_ref": 285 + }, + "6": { + "Dice": 0.9016962318155337, + "FN": 6187, + "FP": 28742, + "IoU": 0.8209898371796251, + "TN": 4010445, + "TP": 160194, + "n_pred": 188936, + "n_ref": 166381 + }, + "7": { + "Dice": 0.9541676287231586, + "FN": 1936, + "FP": 2828, + "IoU": 0.9123523567722707, + "TN": 4151214, + "TP": 49590, + "n_pred": 52418, + "n_ref": 51526 + }, + "8": { + "Dice": 0.6512666213724158, + "FN": 1305, + "FP": 2288, + "IoU": 0.4828727691421992, + "TN": 4198620, + "TP": 3355, + "n_pred": 5643, + "n_ref": 4660 + }, + "9": { + "Dice": 0.5195402298850574, + "FN": 0, + "FP": 209, + "IoU": 0.35093167701863354, + "TN": 4205246, + "TP": 113, + "n_pred": 322, + "n_ref": 113 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0185.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0185.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 3632, + "IoU": 0.0, + "TN": 3851472, + "TP": 0, + "n_pred": 3632, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 84, + "IoU": 0.0, + "TN": 3855020, + "TP": 0, + "n_pred": 84, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3855104, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3855104, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6904813956538848, + "FN": 3728, + "FP": 3351, + "IoU": 0.5272787979966611, + "TN": 3840129, + "TP": 7896, + "n_pred": 11247, + "n_ref": 11624 + }, + "14": { + "Dice": 0.9062246881581079, + "FN": 3458, + "FP": 5804, + "IoU": 0.8285291122836249, + "TN": 3801089, + "TP": 44753, + "n_pred": 50557, + "n_ref": 48211 + }, + "15": { + "Dice": 0.8064024390243902, + "FN": 890, + "FP": 126, + "IoU": 0.6756066411238825, + "TN": 3851972, + "TP": 2116, + "n_pred": 2242, + "n_ref": 3006 + }, + "2": { + "Dice": 0.9684799685781619, + "FN": 1239, + "FP": 1329, + "IoU": 0.9388862446454069, + "TN": 3813084, + "TP": 39452, + "n_pred": 40781, + "n_ref": 40691 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 87, + "IoU": 0.0, + "TN": 3855017, + "TP": 0, + "n_pred": 87, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3855104, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3855104, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9408896666512223, + "FN": 13034, + "FP": 3551, + "IoU": 0.8883773833801092, + "TN": 3706523, + "TP": 131996, + "n_pred": 135547, + "n_ref": 145030 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 34631, + "IoU": 0.0, + "TN": 3820473, + "TP": 0, + "n_pred": 34631, + "n_ref": 0 + }, + "8": { + "Dice": 0.9255741252855597, + "FN": 504, + "FP": 734, + "IoU": 0.8614592658907789, + "TN": 3846168, + "TP": 7698, + "n_pred": 8432, + "n_ref": 8202 + }, + "9": { + "Dice": 0.9021649767059469, + "FN": 815, + "FP": 1327, + "IoU": 0.8217673489765353, + "TN": 3843086, + "TP": 9876, + "n_pred": 11203, + "n_ref": 10691 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0190.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0190.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8053259871441689, + "FN": 321, + "FP": 103, + "IoU": 0.6740968485780169, + "TN": 4204267, + "TP": 877, + "n_pred": 980, + "n_ref": 1198 + }, + "10": { + "Dice": 0.7045663148233134, + "FN": 6234, + "FP": 9216, + "IoU": 0.5438845097865557, + "TN": 4171695, + "TP": 18423, + "n_pred": 27639, + "n_ref": 24657 + }, + "11": { + "Dice": 0.796131730266597, + "FN": 334, + "FP": 446, + "IoU": 0.6613113330438558, + "TN": 4203265, + "TP": 1523, + "n_pred": 1969, + "n_ref": 1857 + }, + "12": { + "Dice": 0.7808343409915357, + "FN": 1180, + "FP": 270, + "IoU": 0.6404661542276221, + "TN": 4201535, + "TP": 2583, + "n_pred": 2853, + "n_ref": 3763 + }, + "13": { + "Dice": 0.6525421762235166, + "FN": 10006, + "FP": 4967, + "IoU": 0.4842765129335584, + "TN": 4176535, + "TP": 14060, + "n_pred": 19027, + "n_ref": 24066 + }, + "14": { + "Dice": 0.7795207488934489, + "FN": 12060, + "FP": 941, + "IoU": 0.6387005335704757, + "TN": 4169584, + "TP": 22983, + "n_pred": 23924, + "n_ref": 35043 + }, + "15": { + "Dice": 0.7158835423707244, + "FN": 17494, + "FP": 2599, + "IoU": 0.5574911357279715, + "TN": 4160161, + "TP": 25314, + "n_pred": 27913, + "n_ref": 42808 + }, + "2": { + "Dice": 0.9432125754736623, + "FN": 1189, + "FP": 3175, + "IoU": 0.8925281978032803, + "TN": 4164962, + "TP": 36242, + "n_pred": 39417, + "n_ref": 37431 + }, + "3": { + "Dice": 0.9323134651464858, + "FN": 281, + "FP": 1126, + "IoU": 0.8732089753987564, + "TN": 4194471, + "TP": 9690, + "n_pred": 10816, + "n_ref": 9971 + }, + "4": { + "Dice": 0.28532035685320356, + "FN": 6906, + "FP": 1906, + "IoU": 0.1663986377826128, + "TN": 4194997, + "TP": 1759, + "n_pred": 3665, + "n_ref": 8665 + }, + "5": { + "Dice": 0.7221279003961517, + "FN": 1768, + "FP": 687, + "IoU": 0.5651018600531443, + "TN": 4199923, + "TP": 3190, + "n_pred": 3877, + "n_ref": 4958 + }, + "6": { + "Dice": 0.8831652533322558, + "FN": 94791, + "FP": 6406, + "IoU": 0.7907752296992201, + "TN": 3721892, + "TP": 382479, + "n_pred": 388885, + "n_ref": 477270 + }, + "7": { + "Dice": 0.5344052170002249, + "FN": 9873, + "FP": 89511, + "IoU": 0.3646336785577292, + "TN": 4049148, + "TP": 57036, + "n_pred": 146547, + "n_ref": 66909 + }, + "8": { + "Dice": 0.9555378933096451, + "FN": 1973, + "FP": 1831, + "IoU": 0.9148612354521038, + "TN": 4160888, + "TP": 40876, + "n_pred": 42707, + "n_ref": 42849 + }, + "9": { + "Dice": 0.8931666464376745, + "FN": 375, + "FP": 4026, + "IoU": 0.8069567505921572, + "TN": 4182770, + "TP": 18397, + "n_pred": 22423, + "n_ref": 18772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0193.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0193.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.972972972972973, + "FN": 201, + "FP": 94, + "IoU": 0.9473684210526315, + "TN": 3849499, + "TP": 5310, + "n_pred": 5404, + "n_ref": 5511 + }, + "10": { + "Dice": 0.8375, + "FN": 473, + "FP": 125, + "IoU": 0.7204301075268817, + "TN": 3852965, + "TP": 1541, + "n_pred": 1666, + "n_ref": 2014 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3855104, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7214339058999253, + "FN": 271, + "FP": 102, + "IoU": 0.5642523364485982, + "TN": 3854248, + "TP": 483, + "n_pred": 585, + "n_ref": 754 + }, + "13": { + "Dice": 0.8491834774255523, + "FN": 135, + "FP": 22, + "IoU": 0.7378964941569283, + "TN": 3854505, + "TP": 442, + "n_pred": 464, + "n_ref": 577 + }, + "14": { + "Dice": 0.967903902377018, + "FN": 2649, + "FP": 1391, + "IoU": 0.9378040519736437, + "TN": 3790148, + "TP": 60916, + "n_pred": 62307, + "n_ref": 63565 + }, + "15": { + "Dice": 0.7913000977517106, + "FN": 26, + "FP": 828, + "IoU": 0.6546704407602103, + "TN": 3852631, + "TP": 1619, + "n_pred": 2447, + "n_ref": 1645 + }, + "2": { + "Dice": 0.9712801093733116, + "FN": 4450, + "FP": 1663, + "IoU": 0.9441638275134498, + "TN": 3745623, + "TP": 103368, + "n_pred": 105031, + "n_ref": 107818 + }, + "3": { + "Dice": 0.9589316183226145, + "FN": 4568, + "FP": 1690, + "IoU": 0.9211033926297608, + "TN": 3775785, + "TP": 73061, + "n_pred": 74751, + "n_ref": 77629 + }, + "4": { + "Dice": 0.9449573863636364, + "FN": 79, + "FP": 231, + "IoU": 0.8956580276001347, + "TN": 3852133, + "TP": 2661, + "n_pred": 2892, + "n_ref": 2740 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3855104, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9927138713425095, + "FN": 995, + "FP": 899, + "IoU": 0.9855331500152765, + "TN": 3724184, + "TP": 129026, + "n_pred": 129925, + "n_ref": 130021 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 22083, + "IoU": 0.0, + "TN": 3833021, + "TP": 0, + "n_pred": 22083, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3855104, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8108108108108109, + "FN": 2, + "FP": 5, + "IoU": 0.6818181818181818, + "TN": 3855082, + "TP": 15, + "n_pred": 20, + "n_ref": 17 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0195.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0195.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9794417674678645, + "FN": 1324, + "FP": 3015, + "IoU": 0.9597117893388054, + "TN": 1469389, + "TP": 103360, + "n_pred": 106375, + "n_ref": 104684 + }, + "10": { + "Dice": 0.23626373626373626, + "FN": 680, + "FP": 710, + "IoU": 0.13395638629283488, + "TN": 1575483, + "TP": 215, + "n_pred": 925, + "n_ref": 895 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7444195081927653, + "FN": 8340, + "FP": 2251, + "IoU": 0.5928887180472804, + "TN": 1551073, + "TP": 15424, + "n_pred": 17675, + "n_ref": 23764 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 36, + "IoU": 0.0, + "TN": 1577052, + "TP": 0, + "n_pred": 36, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.949267060996423, + "FN": 2325, + "FP": 2015, + "IoU": 0.9034332376565872, + "TN": 1532145, + "TP": 40603, + "n_pred": 42618, + "n_ref": 42928 + }, + "3": { + "Dice": 0.9732653320507468, + "FN": 833, + "FP": 640, + "IoU": 0.9479229273466502, + "TN": 1548803, + "TP": 26812, + "n_pred": 27452, + "n_ref": 27645 + }, + "4": { + "Dice": 0.5104166666666666, + "FN": 14, + "FP": 80, + "IoU": 0.34265734265734266, + "TN": 1576945, + "TP": 49, + "n_pred": 129, + "n_ref": 63 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9102261981597947, + "FN": 4929, + "FP": 1052, + "IoU": 0.8352432372872018, + "TN": 1540786, + "TP": 30321, + "n_pred": 31373, + "n_ref": 35250 + }, + "7": { + "Dice": 0.8016593207155821, + "FN": 2989, + "FP": 71, + "IoU": 0.6689744699264387, + "TN": 1567844, + "TP": 6184, + "n_pred": 6255, + "n_ref": 9173 + }, + "8": { + "Dice": 0.1875, + "FN": 1, + "FP": 25, + "IoU": 0.10344827586206896, + "TN": 1577059, + "TP": 3, + "n_pred": 28, + "n_ref": 4 + }, + "9": { + "Dice": 0.40258438231034865, + "FN": 4715, + "FP": 648, + "IoU": 0.2520223152022315, + "TN": 1569918, + "TP": 1807, + "n_pred": 2455, + "n_ref": 6522 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0235.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0235.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9537674047289206, + "FN": 376, + "FP": 9469, + "IoU": 0.9116208088334306, + "TN": 1991389, + "TP": 101550, + "n_pred": 111019, + "n_ref": 101926 + }, + "10": { + "Dice": 0.8828411214953271, + "FN": 1322, + "FP": 3379, + "IoU": 0.7902556552001071, + "TN": 2080371, + "TP": 17712, + "n_pred": 21091, + "n_ref": 19034 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 2102783, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "13": { + "Dice": 0.4010448824507243, + "FN": 1806, + "FP": 10805, + "IoU": 0.25081684785837344, + "TN": 2085951, + "TP": 4222, + "n_pred": 15027, + "n_ref": 6028 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.5249399839957322, + "FN": 1743, + "FP": 38, + "IoU": 0.355877034358047, + "TN": 2100019, + "TP": 984, + "n_pred": 1022, + "n_ref": 2727 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.8960379889078189, + "FN": 1627, + "FP": 4109, + "IoU": 0.8116565424396651, + "TN": 2072329, + "TP": 24719, + "n_pred": 28828, + "n_ref": 26346 + }, + "4": { + "Dice": 0.939045582141425, + "FN": 61, + "FP": 851, + "IoU": 0.8850951241023056, + "TN": 2094847, + "TP": 7025, + "n_pred": 7876, + "n_ref": 7086 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9269037142743886, + "FN": 5368, + "FP": 2008, + "IoU": 0.86376565328211, + "TN": 2048642, + "TP": 46766, + "n_pred": 48774, + "n_ref": 52134 + }, + "7": { + "Dice": 0.8408163265306122, + "FN": 17421, + "FP": 90, + "IoU": 0.7253521126760564, + "TN": 2039026, + "TP": 46247, + "n_pred": 46337, + "n_ref": 63668 + }, + "8": { + "Dice": 0.9403043308622708, + "FN": 152, + "FP": 1072, + "IoU": 0.8873343151693667, + "TN": 2091920, + "TP": 9640, + "n_pred": 10712, + "n_ref": 9792 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 533, + "IoU": 0.0, + "TN": 2102251, + "TP": 0, + "n_pred": 533, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0259.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0259.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9514237003486093, + "FN": 2513, + "FP": 1305, + "IoU": 0.9073480877499515, + "TN": 4339592, + "TP": 37390, + "n_pred": 38695, + "n_ref": 39903 + }, + "10": { + "Dice": 0.7950505402579295, + "FN": 727, + "FP": 449, + "IoU": 0.6598206537460226, + "TN": 4377343, + "TP": 2281, + "n_pred": 2730, + "n_ref": 3008 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4380800, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 46, + "FP": 0, + "IoU": 0.0, + "TN": 4380754, + "TP": 0, + "n_pred": 0, + "n_ref": 46 + }, + "13": { + "Dice": 0.16393442622950818, + "FN": 301, + "FP": 5, + "IoU": 0.08928571428571429, + "TN": 4380464, + "TP": 30, + "n_pred": 35, + "n_ref": 331 + }, + "14": { + "Dice": 0.9544521146452289, + "FN": 2099, + "FP": 2071, + "IoU": 0.9128726938425858, + "TN": 4332939, + "TP": 43691, + "n_pred": 45762, + "n_ref": 45790 + }, + "15": { + "Dice": 0.9257204140632286, + "FN": 449, + "FP": 2737, + "IoU": 0.8617127479491298, + "TN": 4357761, + "TP": 19853, + "n_pred": 22590, + "n_ref": 20302 + }, + "2": { + "Dice": 0.6423992059872851, + "FN": 2487, + "FP": 24175, + "IoU": 0.47318711717051964, + "TN": 4330190, + "TP": 23948, + "n_pred": 48123, + "n_ref": 26435 + }, + "3": { + "Dice": 0.7729757194106145, + "FN": 27679, + "FP": 1811, + "IoU": 0.6299595954526063, + "TN": 4301106, + "TP": 50204, + "n_pred": 52015, + "n_ref": 77883 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4380800, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7078005663777568, + "FN": 1422, + "FP": 1983, + "IoU": 0.5477487050073051, + "TN": 4373271, + "TP": 4124, + "n_pred": 6107, + "n_ref": 5546 + }, + "6": { + "Dice": 0.9670057238688979, + "FN": 2766, + "FP": 10809, + "IoU": 0.9361191501376438, + "TN": 4168295, + "TP": 198930, + "n_pred": 209739, + "n_ref": 201696 + }, + "7": { + "Dice": 0.9785251495434263, + "FN": 2135, + "FP": 4083, + "IoU": 0.9579532468235024, + "TN": 4232917, + "TP": 141665, + "n_pred": 145748, + "n_ref": 143800 + }, + "8": { + "Dice": 0.9425781138127559, + "FN": 3596, + "FP": 2419, + "IoU": 0.8913926656194139, + "TN": 4325417, + "TP": 49368, + "n_pred": 51787, + "n_ref": 52964 + }, + "9": { + "Dice": 0.8699515033947623, + "FN": 4722, + "FP": 1982, + "IoU": 0.7698355477735435, + "TN": 4351673, + "TP": 22423, + "n_pred": 24405, + "n_ref": 27145 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0297.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0297.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8734760147601476, + "FN": 4716, + "FP": 3856, + "IoU": 0.7753727627682713, + "TN": 2415087, + "TP": 29589, + "n_pred": 33445, + "n_ref": 34305 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 982, + "FP": 0, + "IoU": 0.0, + "TN": 2452266, + "TP": 0, + "n_pred": 0, + "n_ref": 982 + }, + "13": { + "Dice": 0.06790217689982597, + "FN": 30416, + "FP": 113, + "IoU": 0.03514427483328593, + "TN": 2421607, + "TP": 1112, + "n_pred": 1225, + "n_ref": 31528 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 8116, + "IoU": 0.0, + "TN": 2445132, + "TP": 0, + "n_pred": 8116, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 1583, + "IoU": 0.0, + "TN": 2451665, + "TP": 0, + "n_pred": 1583, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 445, + "IoU": 0.0, + "TN": 2452803, + "TP": 0, + "n_pred": 445, + "n_ref": 0 + }, + "3": { + "Dice": 0.9727096560067664, + "FN": 1746, + "FP": 803, + "IoU": 0.946869267967317, + "TN": 2405272, + "TP": 45427, + "n_pred": 46230, + "n_ref": 47173 + }, + "4": { + "Dice": 0.7283341673219434, + "FN": 811, + "FP": 10590, + "IoU": 0.5727402188577425, + "TN": 2426564, + "TP": 15283, + "n_pred": 25873, + "n_ref": 16094 + }, + "5": { + "Dice": 0.7745626399137716, + "FN": 4658, + "FP": 780, + "IoU": 0.6320703653585927, + "TN": 2438468, + "TP": 9342, + "n_pred": 10122, + "n_ref": 14000 + }, + "6": { + "Dice": 0.9825875148287619, + "FN": 5468, + "FP": 6656, + "IoU": 0.9657710409002747, + "TN": 2099045, + "TP": 342079, + "n_pred": 348735, + "n_ref": 347547 + }, + "7": { + "Dice": 0.9061646915754071, + "FN": 5817, + "FP": 23813, + "IoU": 0.8284288179365135, + "TN": 2280550, + "TP": 143068, + "n_pred": 166881, + "n_ref": 148885 + }, + "8": { + "Dice": 0.9757512430640628, + "FN": 330, + "FP": 1016, + "IoU": 0.952650649030851, + "TN": 2424821, + "TP": 27081, + "n_pred": 28097, + "n_ref": 27411 + }, + "9": { + "Dice": 0.8327193728157174, + "FN": 2079, + "FP": 5005, + "IoU": 0.71338404272536, + "TN": 2428532, + "TP": 17632, + "n_pred": 22637, + "n_ref": 19711 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0307.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0307.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9104389086595492, + "FN": 422, + "FP": 1088, + "IoU": 0.8356015242242787, + "TN": 2093599, + "TP": 7675, + "n_pred": 8763, + "n_ref": 8097 + }, + "11": { + "Dice": 0.724812030075188, + "FN": 157, + "FP": 209, + "IoU": 0.5683962264150944, + "TN": 2101936, + "TP": 482, + "n_pred": 691, + "n_ref": 639 + }, + "12": { + "Dice": 0.6180210060807075, + "FN": 673, + "FP": 18, + "IoU": 0.4472, + "TN": 2101534, + "TP": 559, + "n_pred": 577, + "n_ref": 1232 + }, + "13": { + "Dice": 0.6380196170014012, + "FN": 171, + "FP": 604, + "IoU": 0.46844993141289437, + "TN": 2101326, + "TP": 683, + "n_pred": 1287, + "n_ref": 854 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 162, + "IoU": 0.0, + "TN": 2102622, + "TP": 0, + "n_pred": 162, + "n_ref": 0 + }, + "3": { + "Dice": 0.8306394940267041, + "FN": 174, + "FP": 67, + "IoU": 0.7103365384615384, + "TN": 2101952, + "TP": 591, + "n_pred": 658, + "n_ref": 765 + }, + "4": { + "Dice": 0.4602821083890126, + "FN": 285, + "FP": 442, + "IoU": 0.29893924783027964, + "TN": 2101747, + "TP": 310, + "n_pred": 752, + "n_ref": 595 + }, + "5": { + "Dice": 0.6463730569948186, + "FN": 86, + "FP": 460, + "IoU": 0.47751196172248805, + "TN": 2101739, + "TP": 499, + "n_pred": 959, + "n_ref": 585 + }, + "6": { + "Dice": 0.9526957796099, + "FN": 5014, + "FP": 17839, + "IoU": 0.9096647956360187, + "TN": 1849804, + "TP": 230127, + "n_pred": 247966, + "n_ref": 235141 + }, + "7": { + "Dice": 0.9606850504214633, + "FN": 15518, + "FP": 3866, + "IoU": 0.9243444932751528, + "TN": 1846570, + "TP": 236830, + "n_pred": 240696, + "n_ref": 252348 + }, + "8": { + "Dice": 0.9278003456247055, + "FN": 1129, + "FP": 2088, + "IoU": 0.8653242349395068, + "TN": 2078897, + "TP": 20670, + "n_pred": 22758, + "n_ref": 21799 + }, + "9": { + "Dice": 0.8619594621084408, + "FN": 2545, + "FP": 4497, + "IoU": 0.7574066418630288, + "TN": 2073756, + "TP": 21986, + "n_pred": 26483, + "n_ref": 24531 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0336.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0336.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8779672150727061, + "FN": 1267, + "FP": 6907, + "IoU": 0.7824791101176221, + "TN": 2590902, + "TP": 29404, + "n_pred": 36311, + "n_ref": 30671 + }, + "10": { + "Dice": 0.7744733581164808, + "FN": 4389, + "FP": 1435, + "IoU": 0.6319514661274014, + "TN": 2612656, + "TP": 10000, + "n_pred": 11435, + "n_ref": 14389 + }, + "11": { + "Dice": 0.3146997929606625, + "FN": 204, + "FP": 127, + "IoU": 0.18673218673218672, + "TN": 2628073, + "TP": 76, + "n_pred": 203, + "n_ref": 280 + }, + "12": { + "Dice": 0.6382978723404256, + "FN": 11, + "FP": 6, + "IoU": 0.46875, + "TN": 2628448, + "TP": 15, + "n_pred": 21, + "n_ref": 26 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 701, + "IoU": 0.0, + "TN": 2627779, + "TP": 0, + "n_pred": 701, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 469, + "IoU": 0.0, + "TN": 2628011, + "TP": 0, + "n_pred": 469, + "n_ref": 0 + }, + "15": { + "Dice": 0.8617914503710413, + "FN": 562, + "FP": 3405, + "IoU": 0.7571472298745026, + "TN": 2612145, + "TP": 12368, + "n_pred": 15773, + "n_ref": 12930 + }, + "2": { + "Dice": 0.9197955597356632, + "FN": 1555, + "FP": 11407, + "IoU": 0.8515013690469371, + "TN": 2541193, + "TP": 74325, + "n_pred": 85732, + "n_ref": 75880 + }, + "3": { + "Dice": 0.9562819555351295, + "FN": 1222, + "FP": 2583, + "IoU": 0.9162263320123294, + "TN": 2583060, + "TP": 41615, + "n_pred": 44198, + "n_ref": 42837 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9152258864583483, + "FN": 5660, + "FP": 6098, + "IoU": 0.8437018131546764, + "TN": 2553252, + "TP": 63470, + "n_pred": 69568, + "n_ref": 69130 + }, + "7": { + "Dice": 0.7252724184652964, + "FN": 6487, + "FP": 22305, + "IoU": 0.5689626779645792, + "TN": 2561683, + "TP": 38005, + "n_pred": 60310, + "n_ref": 44492 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0358.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0358.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.775192740669987, + "FN": 600, + "FP": 5990, + "IoU": 0.6329099821746881, + "TN": 4362848, + "TP": 11362, + "n_pred": 17352, + "n_ref": 11962 + }, + "10": { + "Dice": 0.7418951910520638, + "FN": 2745, + "FP": 6347, + "IoU": 0.5896926756622591, + "TN": 4358641, + "TP": 13067, + "n_pred": 19414, + "n_ref": 15812 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4380800, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8031135531135531, + "FN": 627, + "FP": 663, + "IoU": 0.6710022953328233, + "TN": 4376879, + "TP": 2631, + "n_pred": 3294, + "n_ref": 3258 + }, + "13": { + "Dice": 0.8406078113252344, + "FN": 7352, + "FP": 704, + "IoU": 0.7250418103006928, + "TN": 4351501, + "TP": 21243, + "n_pred": 21947, + "n_ref": 28595 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4380800, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4380800, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.14511288007307843, + "FN": 6551, + "FP": 0, + "IoU": 0.07823272829604615, + "TN": 4373693, + "TP": 556, + "n_pred": 556, + "n_ref": 7107 + }, + "3": { + "Dice": 0.9063400410960477, + "FN": 688, + "FP": 7471, + "IoU": 0.8287219749769082, + "TN": 4333164, + "TP": 39477, + "n_pred": 46948, + "n_ref": 40165 + }, + "4": { + "Dice": 0.24834260219310647, + "FN": 23860, + "FP": 63, + "IoU": 0.14177578475336322, + "TN": 4352925, + "TP": 3952, + "n_pred": 4015, + "n_ref": 27812 + }, + "5": { + "Dice": 0.031209362808842653, + "FN": 108, + "FP": 637, + "IoU": 0.015852047556142668, + "TN": 4380043, + "TP": 12, + "n_pred": 649, + "n_ref": 120 + }, + "6": { + "Dice": 0.930385321951587, + "FN": 13932, + "FP": 34118, + "IoU": 0.8698322312191342, + "TN": 4011661, + "TP": 321089, + "n_pred": 355207, + "n_ref": 335021 + }, + "7": { + "Dice": 0.7204315080562983, + "FN": 22460, + "FP": 87007, + "IoU": 0.5630269208660663, + "TN": 4130288, + "TP": 141045, + "n_pred": 228052, + "n_ref": 163505 + }, + "8": { + "Dice": 0.9433942504058229, + "FN": 630, + "FP": 451, + "IoU": 0.8928536029338884, + "TN": 4370711, + "TP": 9008, + "n_pred": 9459, + "n_ref": 9638 + }, + "9": { + "Dice": 0.929251957362513, + "FN": 156, + "FP": 1344, + "IoU": 0.8678530525944851, + "TN": 4369449, + "TP": 9851, + "n_pred": 11195, + "n_ref": 10007 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0362.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0362.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9853996188768075, + "FN": 372, + "FP": 670, + "IoU": 0.9712194448280624, + "TN": 2241811, + "TP": 35163, + "n_pred": 35833, + "n_ref": 35535 + }, + "10": { + "Dice": 0.8510442965343126, + "FN": 592, + "FP": 57, + "IoU": 0.7407111466240511, + "TN": 2275513, + "TP": 1854, + "n_pred": 1911, + "n_ref": 2446 + }, + "11": { + "Dice": 0.7017913593256059, + "FN": 108, + "FP": 741, + "IoU": 0.5405844155844156, + "TN": 2276168, + "TP": 999, + "n_pred": 1740, + "n_ref": 1107 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6704759149428613, + "FN": 4449, + "FP": 107, + "IoU": 0.5042976825155043, + "TN": 2268825, + "TP": 4635, + "n_pred": 4742, + "n_ref": 9084 + }, + "14": { + "Dice": 0.934432912106864, + "FN": 4303, + "FP": 4061, + "IoU": 0.8769348478606321, + "TN": 2210052, + "TP": 59600, + "n_pred": 63661, + "n_ref": 63903 + }, + "15": { + "Dice": 0.47781345960010313, + "FN": 5048, + "FP": 17229, + "IoU": 0.31389941174658903, + "TN": 2245547, + "TP": 10192, + "n_pred": 27421, + "n_ref": 15240 + }, + "2": { + "Dice": 0.010936132983377077, + "FN": 18088, + "FP": 0, + "IoU": 0.005498130635583902, + "TN": 2259828, + "TP": 100, + "n_pred": 100, + "n_ref": 18188 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 17748, + "IoU": 0.0, + "TN": 2260268, + "TP": 0, + "n_pred": 17748, + "n_ref": 0 + }, + "4": { + "Dice": 0.711022480058013, + "FN": 60, + "FP": 1534, + "IoU": 0.5516174402250351, + "TN": 2274461, + "TP": 1961, + "n_pred": 3495, + "n_ref": 2021 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9642547306217388, + "FN": 5196, + "FP": 6176, + "IoU": 0.9309767170846586, + "TN": 2113260, + "TP": 153384, + "n_pred": 159560, + "n_ref": 158580 + }, + "7": { + "Dice": 0.9629738100293603, + "FN": 3028, + "FP": 2029, + "IoU": 0.9285916010053941, + "TN": 2207198, + "TP": 65761, + "n_pred": 67790, + "n_ref": 68789 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8494226028285974, + "FN": 2059, + "FP": 2583, + "IoU": 0.7382576825486327, + "TN": 2260281, + "TP": 13093, + "n_pred": 15676, + "n_ref": 15152 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0387.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0387.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 21, + "FP": 0, + "IoU": 0.0, + "TN": 2102763, + "TP": 0, + "n_pred": 0, + "n_ref": 21 + }, + "11": { + "Dice": 0.6610116242538485, + "FN": 228, + "FP": 851, + "IoU": 0.4936649460347255, + "TN": 2100653, + "TP": 1052, + "n_pred": 1903, + "n_ref": 1280 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.7677892067070593, + "FN": 2828, + "FP": 468, + "IoU": 0.6230989136649514, + "TN": 2094039, + "TP": 5449, + "n_pred": 5917, + "n_ref": 8277 + }, + "15": { + "Dice": 0.8110333470564018, + "FN": 3344, + "FP": 5377, + "IoU": 0.6821329639889196, + "TN": 2075348, + "TP": 18715, + "n_pred": 24092, + "n_ref": 22059 + }, + "2": { + "Dice": 0.9573332212367061, + "FN": 585, + "FP": 1445, + "IoU": 0.918158361554588, + "TN": 2077980, + "TP": 22774, + "n_pred": 24219, + "n_ref": 23359 + }, + "3": { + "Dice": 0.9695831114123856, + "FN": 774, + "FP": 2367, + "IoU": 0.9409619758284308, + "TN": 2049581, + "TP": 50062, + "n_pred": 52429, + "n_ref": 50836 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7128421591199795, + "FN": 3678, + "FP": 812, + "IoU": 0.5538109907582232, + "TN": 2092721, + "TP": 5573, + "n_pred": 6385, + "n_ref": 9251 + }, + "6": { + "Dice": 0.9864603338202472, + "FN": 2192, + "FP": 1460, + "IoU": 0.9732824148248944, + "TN": 1966095, + "TP": 133037, + "n_pred": 134497, + "n_ref": 135229 + }, + "7": { + "Dice": 0.9562866797083407, + "FN": 2242, + "FP": 1445, + "IoU": 0.9162350054525628, + "TN": 2058768, + "TP": 40329, + "n_pred": 41774, + "n_ref": 42571 + }, + "8": { + "Dice": 0.9531532981848916, + "FN": 1858, + "FP": 470, + "IoU": 0.9104994040982661, + "TN": 2076773, + "TP": 23683, + "n_pred": 24153, + "n_ref": 25541 + }, + "9": { + "Dice": 0.9313685359530631, + "FN": 20, + "FP": 483, + "IoU": 0.8715526046986721, + "TN": 2098868, + "TP": 3413, + "n_pred": 3896, + "n_ref": 3433 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0401.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0401.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7980239407182216, + "FN": 1841, + "FP": 285, + "IoU": 0.663926651912741, + "TN": 2446922, + "TP": 4200, + "n_pred": 4485, + "n_ref": 6041 + }, + "14": { + "Dice": 0.5440045571062375, + "FN": 1063, + "FP": 10144, + "IoU": 0.3736306729264476, + "TN": 2435356, + "TP": 6685, + "n_pred": 16829, + "n_ref": 7748 + }, + "15": { + "Dice": 0.8865877712031558, + "FN": 2307, + "FP": 3213, + "IoU": 0.7962798937112489, + "TN": 2426152, + "TP": 21576, + "n_pred": 24789, + "n_ref": 23883 + }, + "2": { + "Dice": 0.8979490242931103, + "FN": 1978, + "FP": 72, + "IoU": 0.814798084741169, + "TN": 2442179, + "TP": 9019, + "n_pred": 9091, + "n_ref": 10997 + }, + "3": { + "Dice": 0.9434719950774811, + "FN": 3971, + "FP": 3011, + "IoU": 0.8929928886709171, + "TN": 2388000, + "TP": 58266, + "n_pred": 61277, + "n_ref": 62237 + }, + "4": { + "Dice": 0.8925028127237394, + "FN": 264, + "FP": 787, + "IoU": 0.8058736608792021, + "TN": 2447834, + "TP": 4363, + "n_pred": 5150, + "n_ref": 4627 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9838685228108954, + "FN": 4571, + "FP": 1282, + "IoU": 0.9682492324049864, + "TN": 2268906, + "TP": 178489, + "n_pred": 179771, + "n_ref": 183060 + }, + "7": { + "Dice": 0.8474241009912433, + "FN": 13241, + "FP": 489, + "IoU": 0.735243641412291, + "TN": 2401389, + "TP": 38129, + "n_pred": 38618, + "n_ref": 51370 + }, + "8": { + "Dice": 0.7790601813685079, + "FN": 488, + "FP": 48, + "IoU": 0.638082376772451, + "TN": 2451767, + "TP": 945, + "n_pred": 993, + "n_ref": 1433 + }, + "9": { + "Dice": 0.9438718529627621, + "FN": 410, + "FP": 1349, + "IoU": 0.8937095897033054, + "TN": 2436699, + "TP": 14790, + "n_pred": 16139, + "n_ref": 15200 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0404.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2810987/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0404.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": 0.6294325201138683, + "FN": 3773.577777777778, + "FP": 4154.641777777777, + "IoU": 0.5412426192415513, + "TN": 2597633.011111111, + "TP": 22918.769333333337, + "n_pred": 27073.411111111112, + "n_ref": 26692.34711111111 + }, + "mean": { + "1": { + "Dice": 0.7616201388966694, + "FN": 4628.446666666666, + "FP": 2403.2666666666664, + "IoU": 0.6978611853347878, + "TN": 2595509.333333333, + "TP": 25938.95333333333, + "n_pred": 28342.22, + "n_ref": 30567.4 + }, + "10": { + "Dice": 0.6129211699408292, + "FN": 3251.26, + "FP": 3009.133333333333, + "IoU": 0.5039075047245775, + "TN": 2612135.7333333334, + "TP": 10083.873333333335, + "n_pred": 13093.006666666668, + "n_ref": 13335.133333333335 + }, + "11": { + "Dice": 0.46269972929991604, + "FN": 255.66, + "FP": 242.82666666666665, + "IoU": 0.3469259514295678, + "TN": 2627546.4799999995, + "TP": 435.0333333333333, + "n_pred": 677.8599999999999, + "n_ref": 690.6933333333334 + }, + "12": { + "Dice": 0.3854075102192832, + "FN": 259.44, + "FP": 245.06666666666666, + "IoU": 0.28907739165700796, + "TN": 2627532.4333333336, + "TP": 443.05999999999995, + "n_pred": 688.1266666666667, + "n_ref": 702.5000000000001 + }, + "13": { + "Dice": 0.5081797293592482, + "FN": 3810.22, + "FP": 2940.04, + "IoU": 0.39336718561050493, + "TN": 2615130.8600000003, + "TP": 6598.88, + "n_pred": 9538.92, + "n_ref": 10409.1 + }, + "14": { + "Dice": 0.6609723556294088, + "FN": 4774.673333333333, + "FP": 5524.946666666666, + "IoU": 0.5770676988297226, + "TN": 2600328.54, + "TP": 17851.84, + "n_pred": 23376.786666666667, + "n_ref": 22626.51333333333 + }, + "15": { + "Dice": 0.5527054668871784, + "FN": 2283.12, + "FP": 3166.9, + "IoU": 0.45153624340703474, + "TN": 2616101.053333333, + "TP": 6928.926666666666, + "n_pred": 10095.826666666666, + "n_ref": 9212.046666666665 + }, + "2": { + "Dice": 0.709948686312569, + "FN": 2594.166666666667, + "FP": 2014.8733333333334, + "IoU": 0.6419745247192579, + "TN": 2604184.946666667, + "TP": 19686.013333333336, + "n_pred": 21700.886666666665, + "n_ref": 22280.18 + }, + "3": { + "Dice": 0.7132742009275644, + "FN": 3425.2, + "FP": 2664.1133333333332, + "IoU": 0.6544090397125665, + "TN": 2600565.106666667, + "TP": 21825.579999999998, + "n_pred": 24489.693333333336, + "n_ref": 25250.78 + }, + "4": { + "Dice": 0.5311211062589007, + "FN": 2088.3866666666663, + "FP": 1601.4333333333334, + "IoU": 0.45322504348471615, + "TN": 2619553.6533333333, + "TP": 5236.526666666667, + "n_pred": 6837.960000000001, + "n_ref": 7324.913333333333 + }, + "5": { + "Dice": 0.4410034822366907, + "FN": 713.12, + "FP": 548.9266666666666, + "IoU": 0.3396379871751255, + "TN": 2626002.1533333333, + "TP": 1215.8, + "n_pred": 1764.7266666666667, + "n_ref": 1928.92 + }, + "6": { + "Dice": 0.8841591141941196, + "FN": 11872.2, + "FP": 19022.033333333333, + "IoU": 0.8256441897037574, + "TN": 2445679.52, + "TP": 151906.24666666667, + "n_pred": 170928.27999999997, + "n_ref": 163778.44666666666 + }, + "7": { + "Dice": 0.6887374796793231, + "FN": 13167.16, + "FP": 15769.633333333331, + "IoU": 0.5962026550265691, + "TN": 2546085.42, + "TP": 53457.78666666667, + "n_pred": 69227.42, + "n_ref": 66624.94666666668 + }, + "8": { + "Dice": 0.8059814749941532, + "FN": 1559.7333333333333, + "FP": 1327.9266666666665, + "IoU": 0.7324964306076924, + "TN": 2612523.8866666667, + "TP": 13068.453333333335, + "n_pred": 14396.38, + "n_ref": 14628.186666666666 + }, + "9": { + "Dice": 0.7227561568721719, + "FN": 1920.8799999999999, + "FP": 1838.506666666667, + "IoU": 0.6153062572003828, + "TN": 2615616.046666667, + "TP": 9104.566666666668, + "n_pred": 10943.073333333334, + "n_ref": 11025.446666666667 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/loop_008/summary.json b/nnActive_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/loop_008/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..28aa10dfe40da6b8b32cbc65cfe206df52e59274 --- /dev/null +++ b/nnActive_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/loop_008/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.8051240438219573, + "FN": 17765.613333333335, + "FP": 15365.052, + "IoU": 0.7081870141798494, + "TN": 96255005.25733332, + "TP": 168824.91733333335, + "n_pred": 184189.96933333337, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.9169196195921934, + "FN": 8960.36, + "FP": 16554.5, + "IoU": 0.8660190910957152, + "TN": 96246118.2, + "TP": 185327.78, + "n_pred": 201882.28, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.7690606716370096, + "FN": 16090.48, + "FP": 15293.72, + "IoU": 0.6438969620899315, + "TN": 96367444.56, + "TP": 58132.08, + "n_pred": 73425.8, + "n_ref": 74222.56 + }, + "11": { + "Dice": 0.699743820436362, + "FN": 1090.7, + "FP": 997.92, + "IoU": 0.5511451642094071, + "TN": 96452262.54, + "TP": 2609.68, + "n_pred": 3607.6, + "n_ref": 3700.38 + }, + "12": { + "Dice": 0.6661952586997663, + "FN": 1600.72, + "FP": 797.6, + "IoU": 0.518301489293697, + "TN": 96451926.58, + "TP": 2635.94, + "n_pred": 3433.54, + "n_ref": 4236.66 + }, + "13": { + "Dice": 0.6661189599872399, + "FN": 20071.0, + "FP": 14413.0, + "IoU": 0.5246119209850642, + "TN": 96384689.7, + "TP": 37787.14, + "n_pred": 52200.14, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.78123519604081, + "FN": 33833.04, + "FP": 22710.92, + "IoU": 0.6863405922600837, + "TN": 96295891.78, + "TP": 104525.1, + "n_pred": 127236.02, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.7083696175816194, + "FN": 14811.32, + "FP": 13358.28, + "IoU": 0.5900267538628274, + "TN": 96389555.52, + "TP": 39235.72, + "n_pred": 52594.0, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.9109784126722463, + "FN": 18796.76, + "FP": 6207.6, + "IoU": 0.8496038741589719, + "TN": 96293911.54, + "TP": 138044.94, + "n_pred": 144252.54, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.9259998791353442, + "FN": 7320.94, + "FP": 18837.32, + "IoU": 0.869002026390236, + "TN": 96274720.94, + "TP": 156081.64, + "n_pred": 174918.96, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.7126992737203933, + "FN": 5417.9, + "FP": 5626.18, + "IoU": 0.6206617537812591, + "TN": 96424757.16, + "TP": 21159.6, + "n_pred": 26785.78, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.7164903887112015, + "FN": 7068.24, + "FP": 2870.92, + "IoU": 0.576266953681415, + "TN": 96436937.76, + "TP": 10083.92, + "n_pred": 12954.84, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.9591335701995951, + "FN": 61893.12, + "FP": 51135.96, + "IoU": 0.9231799714868196, + "TN": 95046601.26, + "TP": 1297330.5, + "n_pred": 1348466.46, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.8400341068006447, + "FN": 49207.12, + "FP": 44371.56, + "IoU": 0.7525192836513881, + "TN": 96073664.62, + "TP": 289717.54, + "n_pred": 334089.1, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.9326987826245936, + "FN": 10231.46, + "FP": 8398.52, + "IoU": 0.8750627885933505, + "TN": 96316193.14, + "TP": 122137.72, + "n_pred": 130536.24, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.8711830994903417, + "FN": 10091.04, + "FP": 8901.78, + "IoU": 0.7761665871575751, + "TN": 96370403.56, + "TP": 67564.46, + "n_pred": 76466.24, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9393379458052054, + "FN": 3219, + "FP": 8337, + "IoU": 0.8856147366545577, + "TN": 119492293, + "TP": 89471, + "n_pred": 97808, + "n_ref": 92690 + }, + "10": { + "Dice": 0.7982088270217013, + "FN": 12144, + "FP": 19806, + "IoU": 0.6641826341955623, + "TN": 119498179, + "TP": 63191, + "n_pred": 82997, + "n_ref": 75335 + }, + "11": { + "Dice": 0.7345852432352507, + "FN": 1062, + "FP": 733, + "IoU": 0.5805094648282308, + "TN": 119589041, + "TP": 2484, + "n_pred": 3217, + "n_ref": 3546 + }, + "12": { + "Dice": 0.7010514665190924, + "FN": 1298, + "FP": 1403, + "IoU": 0.5397068847989094, + "TN": 119587452, + "TP": 3167, + "n_pred": 4570, + "n_ref": 4465 + }, + "13": { + "Dice": 0.5915363471767499, + "FN": 21229, + "FP": 22312, + "IoU": 0.4199869453436172, + "TN": 119518251, + "TP": 31528, + "n_pred": 53840, + "n_ref": 52757 + }, + "14": { + "Dice": 0.38190052289827636, + "FN": 188582, + "FP": 2085, + "IoU": 0.23601795087550587, + "TN": 119343750, + "TP": 58903, + "n_pred": 60988, + "n_ref": 247485 + }, + "15": { + "Dice": 0.02192353875353449, + "FN": 30882, + "FP": 145875, + "IoU": 0.01108326153364142, + "TN": 119414582, + "TP": 1981, + "n_pred": 147856, + "n_ref": 32863 + }, + "2": { + "Dice": 0.9561453803017802, + "FN": 4052, + "FP": 8492, + "IoU": 0.9159756179248443, + "TN": 119444030, + "TP": 136746, + "n_pred": 145238, + "n_ref": 140798 + }, + "3": { + "Dice": 0.9535994045092144, + "FN": 6398, + "FP": 9560, + "IoU": 0.9113138970089698, + "TN": 119413382, + "TP": 163980, + "n_pred": 173540, + "n_ref": 170378 + }, + "4": { + "Dice": 0.865517338516578, + "FN": 16254, + "FP": 2842, + "IoU": 0.7629180840761801, + "TN": 119512774, + "TP": 61450, + "n_pred": 64292, + "n_ref": 77704 + }, + "5": { + "Dice": 0.09082889304492042, + "FN": 60403, + "FP": 16892, + "IoU": 0.04757504066242792, + "TN": 119512164, + "TP": 3861, + "n_pred": 20753, + "n_ref": 64264 + }, + "6": { + "Dice": 0.9688367943037138, + "FN": 27144, + "FP": 47145, + "IoU": 0.939557180620611, + "TN": 118364241, + "TP": 1154790, + "n_pred": 1201935, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 145824, + "IoU": 0.0, + "TN": 119447496, + "TP": 0, + "n_pred": 145824, + "n_ref": 0 + }, + "8": { + "Dice": 0.8911515800749866, + "FN": 36937, + "FP": 24029, + "IoU": 0.8036730395803344, + "TN": 119282787, + "TP": 249567, + "n_pred": 273596, + "n_ref": 286504 + }, + "9": { + "Dice": 0.8591659132787214, + "FN": 14287, + "FP": 6120, + "IoU": 0.7531032980859971, + "TN": 119510666, + "TP": 62247, + "n_pred": 68367, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9576278724981467, + "FN": 10935, + "FP": 4784, + "IoU": 0.9187005746145531, + "TN": 72632313, + "TP": 177628, + "n_pred": 182412, + "n_ref": 188563 + }, + "10": { + "Dice": 0.716189457465029, + "FN": 12209, + "FP": 32366, + "IoU": 0.5578622652925598, + "TN": 72724843, + "TP": 56242, + "n_pred": 88608, + "n_ref": 68451 + }, + "11": { + "Dice": 0.6233326275672242, + "FN": 775, + "FP": 1004, + "IoU": 0.4527837588434328, + "TN": 72822409, + "TP": 1472, + "n_pred": 2476, + "n_ref": 2247 + }, + "12": { + "Dice": 0.6736703873933026, + "FN": 822, + "FP": 1166, + "IoU": 0.5079207920792079, + "TN": 72821620, + "TP": 2052, + "n_pred": 3218, + "n_ref": 2874 + }, + "13": { + "Dice": 0.734811369312008, + "FN": 11637, + "FP": 16185, + "IoU": 0.5807919479267116, + "TN": 72759292, + "TP": 38546, + "n_pred": 54731, + "n_ref": 50183 + }, + "14": { + "Dice": 0.8869645313569953, + "FN": 3705, + "FP": 14948, + "IoU": 0.7968879306590009, + "TN": 72733824, + "TP": 73183, + "n_pred": 88131, + "n_ref": 76888 + }, + "15": { + "Dice": 0.7794595214871766, + "FN": 8518, + "FP": 10701, + "IoU": 0.6386183295099845, + "TN": 72772478, + "TP": 33963, + "n_pred": 44664, + "n_ref": 42481 + }, + "2": { + "Dice": 0.9617605743717809, + "FN": 6441, + "FP": 3849, + "IoU": 0.9263379434756465, + "TN": 72685968, + "TP": 129402, + "n_pred": 133251, + "n_ref": 135843 + }, + "3": { + "Dice": 0.9620409932503561, + "FN": 2859, + "FP": 6949, + "IoU": 0.9268583701228971, + "TN": 72691564, + "TP": 124288, + "n_pred": 131237, + "n_ref": 127147 + }, + "4": { + "Dice": 0.8596401028277635, + "FN": 2766, + "FP": 5151, + "IoU": 0.7538322813345356, + "TN": 72793499, + "TP": 24244, + "n_pred": 29395, + "n_ref": 27010 + }, + "5": { + "Dice": 0.7803972526452571, + "FN": 2333, + "FP": 1216, + "IoU": 0.6398782343987823, + "TN": 72815805, + "TP": 6306, + "n_pred": 7522, + "n_ref": 8639 + }, + "6": { + "Dice": 0.9617155402693045, + "FN": 43463, + "FP": 49237, + "IoU": 0.9262543913242707, + "TN": 71568636, + "TP": 1164324, + "n_pred": 1213561, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.9039528425486922, + "FN": 22580, + "FP": 23385, + "IoU": 0.8247390054372279, + "TN": 72563394, + "TP": 216301, + "n_pred": 239686, + "n_ref": 238881 + }, + "8": { + "Dice": 0.9278212601092801, + "FN": 4790, + "FP": 3519, + "IoU": 0.8653606209388621, + "TN": 72763947, + "TP": 53404, + "n_pred": 56923, + "n_ref": 58194 + }, + "9": { + "Dice": 0.862179529645578, + "FN": 12912, + "FP": 7892, + "IoU": 0.7577465444764023, + "TN": 72739783, + "TP": 65073, + "n_pred": 72965, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9650569388149006, + "FN": 10043, + "FP": 8061, + "IoU": 0.9324734615929758, + "TN": 71541386, + "TP": 249998, + "n_pred": 258059, + "n_ref": 260041 + }, + "10": { + "Dice": 0.8452067674401785, + "FN": 17758, + "FP": 10065, + "IoU": 0.731911777458736, + "TN": 71705705, + "TP": 75960, + "n_pred": 86025, + "n_ref": 93718 + }, + "11": { + "Dice": 0.6911163062536528, + "FN": 1004, + "FP": 1110, + "IoU": 0.5280196472426881, + "TN": 71805009, + "TP": 2365, + "n_pred": 3475, + "n_ref": 3369 + }, + "12": { + "Dice": 0.6348329159830757, + "FN": 2833, + "FP": 1396, + "IoU": 0.46502213788741303, + "TN": 71801583, + "TP": 3676, + "n_pred": 5072, + "n_ref": 6509 + }, + "13": { + "Dice": 0.7742883624612764, + "FN": 17537, + "FP": 9494, + "IoU": 0.6317051570270454, + "TN": 71736093, + "TP": 46364, + "n_pred": 55858, + "n_ref": 63901 + }, + "14": { + "Dice": 0.8092128977848511, + "FN": 165228, + "FP": 3084, + "IoU": 0.6795613559128423, + "TN": 71284233, + "TP": 356943, + "n_pred": 360027, + "n_ref": 522171 + }, + "15": { + "Dice": 0.5046809795179101, + "FN": 118804, + "FP": 2619, + "IoU": 0.3375072292969304, + "TN": 71626206, + "TP": 61859, + "n_pred": 64478, + "n_ref": 180663 + }, + "2": { + "Dice": 0.9302777436904324, + "FN": 10419, + "FP": 10035, + "IoU": 0.8696441886698659, + "TN": 71652579, + "TP": 136455, + "n_pred": 146490, + "n_ref": 146874 + }, + "3": { + "Dice": 0.942138271264026, + "FN": 7580, + "FP": 14212, + "IoU": 0.8906062537963023, + "TN": 71610281, + "TP": 177415, + "n_pred": 191627, + "n_ref": 184995 + }, + "4": { + "Dice": 0.721590751956636, + "FN": 929, + "FP": 9138, + "IoU": 0.5644442521524683, + "TN": 71786375, + "TP": 13046, + "n_pred": 22184, + "n_ref": 13975 + }, + "5": { + "Dice": 0.8291069459757442, + "FN": 1319, + "FP": 2401, + "IoU": 0.7080979284369114, + "TN": 71796744, + "TP": 9024, + "n_pred": 11425, + "n_ref": 10343 + }, + "6": { + "Dice": 0.9701520735999077, + "FN": 36347, + "FP": 38221, + "IoU": 0.9420343030559322, + "TN": 70523072, + "TP": 1211848, + "n_pred": 1250069, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.9368724624806851, + "FN": 10500, + "FP": 19773, + "IoU": 0.8812418354497417, + "TN": 71554575, + "TP": 224640, + "n_pred": 244413, + "n_ref": 235140 + }, + "8": { + "Dice": 0.9326496114643253, + "FN": 7302, + "FP": 3376, + "IoU": 0.8737989150346882, + "TN": 71724877, + "TP": 73933, + "n_pred": 77309, + "n_ref": 81235 + }, + "9": { + "Dice": 0.8610703638858657, + "FN": 15368, + "FP": 8120, + "IoU": 0.7560347334745938, + "TN": 71713212, + "TP": 72788, + "n_pred": 80908, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9702676124118594, + "FN": 5520, + "FP": 7269, + "IoU": 0.9422522046572114, + "TN": 135224047, + "TP": 208674, + "n_pred": 215943, + "n_ref": 214194 + }, + "10": { + "Dice": 0.813552121501779, + "FN": 16195, + "FP": 15404, + "IoU": 0.6857040551427804, + "TN": 135344971, + "TP": 68940, + "n_pred": 84344, + "n_ref": 85135 + }, + "11": { + "Dice": 0.6677009873060649, + "FN": 1180, + "FP": 1176, + "IoU": 0.5011645140800339, + "TN": 135440787, + "TP": 2367, + "n_pred": 3543, + "n_ref": 3547 + }, + "12": { + "Dice": 0.7084756971233329, + "FN": 2294, + "FP": 351, + "IoU": 0.5485577743642259, + "TN": 135439651, + "TP": 3214, + "n_pred": 3565, + "n_ref": 5508 + }, + "13": { + "Dice": 0.734936643392811, + "FN": 7890, + "FP": 15685, + "IoU": 0.5809484873262469, + "TN": 135389252, + "TP": 32683, + "n_pred": 48368, + "n_ref": 40573 + }, + "14": { + "Dice": 0.908110733697976, + "FN": 10276, + "FP": 16587, + "IoU": 0.8316875728374331, + "TN": 135285908, + "TP": 132739, + "n_pred": 149326, + "n_ref": 143015 + }, + "15": { + "Dice": 0.702000198585629, + "FN": 19484, + "FP": 7527, + "IoU": 0.5408322850440281, + "TN": 135386684, + "TP": 31815, + "n_pred": 39342, + "n_ref": 51299 + }, + "2": { + "Dice": 0.9513100185660366, + "FN": 15086, + "FP": 4819, + "IoU": 0.9071413243265938, + "TN": 135231152, + "TP": 194453, + "n_pred": 199272, + "n_ref": 209539 + }, + "3": { + "Dice": 0.9410311079962409, + "FN": 20088, + "FP": 5827, + "IoU": 0.8886296047994774, + "TN": 135212818, + "TP": 206777, + "n_pred": 212604, + "n_ref": 226865 + }, + "4": { + "Dice": 0.8561133675405203, + "FN": 3221, + "FP": 8080, + "IoU": 0.7484250128002493, + "TN": 135400589, + "TP": 33620, + "n_pred": 41700, + "n_ref": 36841 + }, + "5": { + "Dice": 0.6148256112331411, + "FN": 13069, + "FP": 5694, + "IoU": 0.44386152113344, + "TN": 135411772, + "TP": 14975, + "n_pred": 20669, + "n_ref": 28044 + }, + "6": { + "Dice": 0.9651242791036271, + "FN": 44960, + "FP": 71934, + "IoU": 0.932599209369479, + "TN": 133711198, + "TP": 1617418, + "n_pred": 1689352, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.8798377927319042, + "FN": 18671, + "FP": 30577, + "IoU": 0.7854557018824032, + "TN": 135215963, + "TP": 180299, + "n_pred": 210876, + "n_ref": 198970 + }, + "8": { + "Dice": 0.9024364693770658, + "FN": 39803, + "FP": 14215, + "IoU": 0.8222179802793539, + "TN": 135141666, + "TP": 249826, + "n_pred": 264041, + "n_ref": 289629 + }, + "9": { + "Dice": 0.8534465796550141, + "FN": 19959, + "FP": 6855, + "IoU": 0.7443583216543203, + "TN": 135340621, + "TP": 78075, + "n_pred": 84930, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9051882460973371, + "FN": 15691, + "FP": 34695, + "IoU": 0.8267980708743972, + "TN": 105463096, + "TP": 240523, + "n_pred": 275218, + "n_ref": 256214 + }, + "10": { + "Dice": 0.43247600609062914, + "FN": 29100, + "FP": 53271, + "IoU": 0.275897535075073, + "TN": 105640249, + "TP": 31385, + "n_pred": 84656, + "n_ref": 60485 + }, + "11": { + "Dice": 0.6751054852320675, + "FN": 469, + "FP": 1456, + "IoU": 0.5095541401273885, + "TN": 105750080, + "TP": 2000, + "n_pred": 3456, + "n_ref": 2469 + }, + "12": { + "Dice": 0.6376569037656904, + "FN": 1737, + "FP": 1294, + "IoU": 0.4680589680589681, + "TN": 105748307, + "TP": 2667, + "n_pred": 3961, + "n_ref": 4404 + }, + "13": { + "Dice": 0.5246136873857263, + "FN": 46901, + "FP": 14720, + "IoU": 0.35557716843404236, + "TN": 105658383, + "TP": 34001, + "n_pred": 48721, + "n_ref": 80902 + }, + "14": { + "Dice": 0.9454709705044555, + "FN": 15840, + "FP": 5045, + "IoU": 0.8965812642983768, + "TN": 105552059, + "TP": 181061, + "n_pred": 186106, + "n_ref": 196901 + }, + "15": { + "Dice": 0.8231801331889906, + "FN": 2839, + "FP": 7941, + "IoU": 0.6994954422546205, + "TN": 105718132, + "TP": 25093, + "n_pred": 33034, + "n_ref": 27932 + }, + "2": { + "Dice": 0.9372699256595193, + "FN": 9035, + "FP": 10221, + "IoU": 0.8819454236685448, + "TN": 105590894, + "TP": 143855, + "n_pred": 154076, + "n_ref": 152890 + }, + "3": { + "Dice": 0.9512416515139651, + "FN": 7455, + "FP": 9358, + "IoU": 0.9070170005198598, + "TN": 105573187, + "TP": 164005, + "n_pred": 173363, + "n_ref": 171460 + }, + "4": { + "Dice": 0.6769015695494695, + "FN": 14223, + "FP": 11200, + "IoU": 0.511603334998271, + "TN": 105701951, + "TP": 26631, + "n_pred": 37831, + "n_ref": 40854 + }, + "5": { + "Dice": 0.7638638277396849, + "FN": 2840, + "FP": 3049, + "IoU": 0.6179447255741534, + "TN": 105738591, + "TP": 9525, + "n_pred": 12574, + "n_ref": 12365 + }, + "6": { + "Dice": 0.9576199110996999, + "FN": 74541, + "FP": 54868, + "IoU": 0.918685920133009, + "TN": 104162534, + "TP": 1462062, + "n_pred": 1516930, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.8404418517892722, + "FN": 17192, + "FP": 78185, + "IoU": 0.7247949170001761, + "TN": 105407438, + "TP": 251190, + "n_pred": 329375, + "n_ref": 268382 + }, + "8": { + "Dice": 0.9017149766139553, + "FN": 3648, + "FP": 14886, + "IoU": 0.8210209166232111, + "TN": 105650451, + "TP": 85020, + "n_pred": 99906, + "n_ref": 88668 + }, + "9": { + "Dice": 0.8403684065138153, + "FN": 12442, + "FP": 11251, + "IoU": 0.7246856771014897, + "TN": 105667947, + "TP": 62365, + "n_pred": 73616, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.965998909649601, + "FN": 9616, + "FP": 7535, + "IoU": 0.9342339371443471, + "TN": 96877092, + "TP": 243637, + "n_pred": 251172, + "n_ref": 253253 + }, + "10": { + "Dice": 0.8243285220236493, + "FN": 13059, + "FP": 29356, + "IoU": 0.7011554991897414, + "TN": 96995950, + "TP": 99515, + "n_pred": 128871, + "n_ref": 112574 + }, + "11": { + "Dice": 0.6819434009516654, + "FN": 838, + "FP": 1702, + "IoU": 0.517385521565647, + "TN": 97132617, + "TP": 2723, + "n_pred": 4425, + "n_ref": 3561 + }, + "12": { + "Dice": 0.787847149718104, + "FN": 745, + "FP": 1287, + "IoU": 0.6499569336778639, + "TN": 97132075, + "TP": 3773, + "n_pred": 5060, + "n_ref": 4518 + }, + "13": { + "Dice": 0.7356138955184301, + "FN": 11061, + "FP": 16855, + "IoU": 0.5817953020134228, + "TN": 97071128, + "TP": 38836, + "n_pred": 55691, + "n_ref": 49897 + }, + "14": { + "Dice": 0.932956811019709, + "FN": 25107, + "FP": 9294, + "IoU": 0.8743383779163425, + "TN": 96864121, + "TP": 239358, + "n_pred": 248652, + "n_ref": 264465 + }, + "15": { + "Dice": 0.7435391202111848, + "FN": 5613, + "FP": 5948, + "IoU": 0.5917725988700565, + "TN": 97109560, + "TP": 16759, + "n_pred": 22707, + "n_ref": 22372 + }, + "2": { + "Dice": 0.9373649015000903, + "FN": 8342, + "FP": 8986, + "IoU": 0.8821136275503609, + "TN": 96990891, + "TP": 129661, + "n_pred": 138647, + "n_ref": 138003 + }, + "3": { + "Dice": 0.9411328762134, + "FN": 9884, + "FP": 8703, + "IoU": 0.8888111218788509, + "TN": 96970714, + "TP": 148579, + "n_pred": 157282, + "n_ref": 158463 + }, + "4": { + "Dice": 0.9055773762765121, + "FN": 1558, + "FP": 3851, + "IoU": 0.827447602641401, + "TN": 97106533, + "TP": 25938, + "n_pred": 29789, + "n_ref": 27496 + }, + "5": { + "Dice": 0.8192362657449567, + "FN": 2308, + "FP": 3131, + "IoU": 0.6938189596937626, + "TN": 97120116, + "TP": 12325, + "n_pred": 15456, + "n_ref": 14633 + }, + "6": { + "Dice": 0.974497228788493, + "FN": 43456, + "FP": 32798, + "IoU": 0.9502628916714119, + "TN": 95604739, + "TP": 1456887, + "n_pred": 1489685, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.9383560075122532, + "FN": 8427, + "FP": 23871, + "IoU": 0.8838706893762067, + "TN": 96859759, + "TP": 245823, + "n_pred": 269694, + "n_ref": 254250 + }, + "8": { + "Dice": 0.932438194320622, + "FN": 7778, + "FP": 9652, + "IoU": 0.8734278328056467, + "TN": 97000172, + "TP": 120278, + "n_pred": 129930, + "n_ref": 128056 + }, + "9": { + "Dice": 0.8268305613917961, + "FN": 5418, + "FP": 21039, + "IoU": 0.7047835838382486, + "TN": 97048261, + "TP": 63162, + "n_pred": 84201, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9632299316497346, + "FN": 3130, + "FP": 9878, + "IoU": 0.9290680364475127, + "TN": 130583405, + "TP": 170379, + "n_pred": 180257, + "n_ref": 173509 + }, + "10": { + "Dice": 0.8181628906176064, + "FN": 12409, + "FP": 16412, + "IoU": 0.6922805893657912, + "TN": 130673132, + "TP": 64839, + "n_pred": 81251, + "n_ref": 77248 + }, + "11": { + "Dice": 0.7527657527657527, + "FN": 919, + "FP": 1137, + "IoU": 0.6035480138835326, + "TN": 130761606, + "TP": 3130, + "n_pred": 4267, + "n_ref": 4049 + }, + "12": { + "Dice": 0.7712193020249892, + "FN": 643, + "FP": 950, + "IoU": 0.6276297335203366, + "TN": 130762514, + "TP": 2685, + "n_pred": 3635, + "n_ref": 3328 + }, + "13": { + "Dice": 0.7999965837660563, + "FN": 14532, + "FP": 8886, + "IoU": 0.6666619219108081, + "TN": 130696539, + "TP": 46835, + "n_pred": 55721, + "n_ref": 61367 + }, + "14": { + "Dice": 0.9540022937194017, + "FN": 4705, + "FP": 10215, + "IoU": 0.9120500819372561, + "TN": 130597150, + "TP": 154722, + "n_pred": 164937, + "n_ref": 159427 + }, + "15": { + "Dice": 0.8589256184257633, + "FN": 3599, + "FP": 4676, + "IoU": 0.7527341182095261, + "TN": 130733326, + "TP": 25191, + "n_pred": 29867, + "n_ref": 28790 + }, + "2": { + "Dice": 0.952889231824417, + "FN": 10728, + "FP": 4658, + "IoU": 0.9100176034715683, + "TN": 130595803, + "TP": 155603, + "n_pred": 160261, + "n_ref": 166331 + }, + "3": { + "Dice": 0.9518482920472436, + "FN": 4628, + "FP": 11704, + "IoU": 0.9081207279682709, + "TN": 130589037, + "TP": 161423, + "n_pred": 173127, + "n_ref": 166051 + }, + "4": { + "Dice": 0.8858868457798489, + "FN": 3607, + "FP": 3176, + "IoU": 0.7951497946363856, + "TN": 130733680, + "TP": 26329, + "n_pred": 29505, + "n_ref": 29936 + }, + "5": { + "Dice": 0.7029099623416638, + "FN": 10777, + "FP": 6579, + "IoU": 0.5419130067567568, + "TN": 130728904, + "TP": 20532, + "n_pred": 27111, + "n_ref": 31309 + }, + "6": { + "Dice": 0.9623712224200506, + "FN": 29590, + "FP": 72658, + "IoU": 0.9274715998765751, + "TN": 129357027, + "TP": 1307517, + "n_pred": 1380175, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.9482670939113137, + "FN": 24145, + "FP": 21835, + "IoU": 0.901623490547468, + "TN": 130299404, + "TP": 421408, + "n_pred": 443243, + "n_ref": 445553 + }, + "8": { + "Dice": 0.9033311709979005, + "FN": 12288, + "FP": 34355, + "IoU": 0.8237046108257456, + "TN": 130502219, + "TP": 217930, + "n_pred": 252285, + "n_ref": 230218 + }, + "9": { + "Dice": 0.876673506287711, + "FN": 15724, + "FP": 8558, + "IoU": 0.7804262707189814, + "TN": 130656205, + "TP": 86305, + "n_pred": 94863, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8633541091971993, + "FN": 14467, + "FP": 44530, + "IoU": 0.7595629528800932, + "TN": 71990634, + "TP": 186377, + "n_pred": 230907, + "n_ref": 200844 + }, + "10": { + "Dice": 0.49364644514309397, + "FN": 38247, + "FP": 11842, + "IoU": 0.3277095496946514, + "TN": 72161503, + "TP": 24416, + "n_pred": 36258, + "n_ref": 62663 + }, + "11": { + "Dice": 0.6903001304915181, + "FN": 1100, + "FP": 324, + "IoU": 0.5270674194619728, + "TN": 72232997, + "TP": 1587, + "n_pred": 1911, + "n_ref": 2687 + }, + "12": { + "Dice": 0.5293217746047935, + "FN": 2514, + "FP": 255, + "IoU": 0.35991678224687934, + "TN": 72231682, + "TP": 1557, + "n_pred": 1812, + "n_ref": 4071 + }, + "13": { + "Dice": 0.44084240199892, + "FN": 46355, + "FP": 14738, + "IoU": 0.2827439654362731, + "TN": 72150832, + "TP": 24083, + "n_pred": 38821, + "n_ref": 70438 + }, + "14": { + "Dice": 0.29424700362154027, + "FN": 15305, + "FP": 265512, + "IoU": 0.1725027036424768, + "TN": 71896651, + "TP": 58540, + "n_pred": 324052, + "n_ref": 73845 + }, + "15": { + "Dice": 0.6209321424905041, + "FN": 4122, + "FP": 25418, + "IoU": 0.4502549596158857, + "TN": 72182274, + "TP": 24194, + "n_pred": 49612, + "n_ref": 28316 + }, + "2": { + "Dice": 0.5437107538084645, + "FN": 79023, + "FP": 1998, + "IoU": 0.37335354582227964, + "TN": 72106715, + "TP": 48272, + "n_pred": 50270, + "n_ref": 127295 + }, + "3": { + "Dice": 0.761448533399005, + "FN": 7465, + "FP": 93276, + "IoU": 0.6147895779322581, + "TN": 71974486, + "TP": 160781, + "n_pred": 254057, + "n_ref": 168246 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 17437, + "IoU": 0.0, + "TN": 72218571, + "TP": 0, + "n_pred": 17437, + "n_ref": 0 + }, + "5": { + "Dice": 0.8339604642535375, + "FN": 359, + "FP": 2774, + "IoU": 0.7152077083901464, + "TN": 72225007, + "TP": 7868, + "n_pred": 10642, + "n_ref": 8227 + }, + "6": { + "Dice": 0.8925891466427135, + "FN": 179734, + "FP": 140857, + "IoU": 0.8060144470651449, + "TN": 70583354, + "TP": 1332063, + "n_pred": 1472920, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.6319719175681809, + "FN": 64260, + "FP": 256033, + "IoU": 0.46195829287713297, + "TN": 71640714, + "TP": 275001, + "n_pred": 531034, + "n_ref": 339261 + }, + "8": { + "Dice": 0.931652318965774, + "FN": 5026, + "FP": 4152, + "IoU": 0.8720497413949339, + "TN": 72164277, + "TP": 62553, + "n_pred": 66705, + "n_ref": 67579 + }, + "9": { + "Dice": 0.6591733486063382, + "FN": 21998, + "FP": 6566, + "IoU": 0.4916171288221265, + "TN": 72179822, + "TP": 27622, + "n_pred": 34188, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8512411146886669, + "FN": 6242, + "FP": 22680, + "IoU": 0.7410093846264059, + "TN": 52441448, + "TP": 82750, + "n_pred": 105430, + "n_ref": 88992 + }, + "10": { + "Dice": 0.2938556899560691, + "FN": 37418, + "FP": 9518, + "IoU": 0.17223378364078867, + "TN": 52496418, + "TP": 9766, + "n_pred": 19284, + "n_ref": 47184 + }, + "11": { + "Dice": 0.0, + "FN": 2042, + "FP": 18, + "IoU": 0.0, + "TN": 52551060, + "TP": 0, + "n_pred": 18, + "n_ref": 2042 + }, + "12": { + "Dice": 0.0, + "FN": 4066, + "FP": 632, + "IoU": 0.0, + "TN": 52548422, + "TP": 0, + "n_pred": 632, + "n_ref": 4066 + }, + "13": { + "Dice": 0.37103817439075926, + "FN": 13713, + "FP": 13077, + "IoU": 0.2277758561051539, + "TN": 52518428, + "TP": 7902, + "n_pred": 20979, + "n_ref": 21615 + }, + "14": { + "Dice": 0.35372425605391783, + "FN": 43136, + "FP": 3275, + "IoU": 0.21486331032616052, + "TN": 52494008, + "TP": 12701, + "n_pred": 15976, + "n_ref": 55837 + }, + "15": { + "Dice": 0.08974548902254748, + "FN": 22240, + "FP": 39204, + "IoU": 0.04698090673615312, + "TN": 52488647, + "TP": 3029, + "n_pred": 42233, + "n_ref": 25269 + }, + "2": { + "Dice": 0.6294538255502504, + "FN": 67512, + "FP": 12035, + "IoU": 0.45927225020562706, + "TN": 52406009, + "TP": 67564, + "n_pred": 79599, + "n_ref": 135076 + }, + "3": { + "Dice": 0.7916842305758777, + "FN": 16321, + "FP": 50394, + "IoU": 0.6551964731480668, + "TN": 52359633, + "TP": 126772, + "n_pred": 177166, + "n_ref": 143093 + }, + "4": { + "Dice": 0.0, + "FN": 1880, + "FP": 12, + "IoU": 0.0, + "TN": 52551228, + "TP": 0, + "n_pred": 12, + "n_ref": 1880 + }, + "5": { + "Dice": 0.7016834043782963, + "FN": 1426, + "FP": 2703, + "IoU": 0.5404563160823594, + "TN": 52544135, + "TP": 4856, + "n_pred": 7559, + "n_ref": 6282 + }, + "6": { + "Dice": 0.9367974123122598, + "FN": 50230, + "FP": 47272, + "IoU": 0.8811090408927735, + "TN": 51733024, + "TP": 722594, + "n_pred": 769866, + "n_ref": 772824 + }, + "7": { + "Dice": 0.535977560714336, + "FN": 117012, + "FP": 14672, + "IoU": 0.36609927985520085, + "TN": 52345384, + "TP": 76052, + "n_pred": 90724, + "n_ref": 193064 + }, + "8": { + "Dice": 0.8998836067362601, + "FN": 10051, + "FP": 959, + "IoU": 0.8179894529764759, + "TN": 52492629, + "TP": 49481, + "n_pred": 50440, + "n_ref": 59532 + }, + "9": { + "Dice": 0.8490359562272016, + "FN": 12918, + "FP": 10258, + "IoU": 0.737673744736723, + "TN": 52464772, + "TP": 65172, + "n_pred": 75430, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9723845970777737, + "FN": 12842, + "FP": 3055, + "IoU": 0.94625342741322, + "TN": 143841473, + "TP": 279880, + "n_pred": 282935, + "n_ref": 292722 + }, + "10": { + "Dice": 0.85997918252575, + "FN": 15245, + "FP": 11794, + "IoU": 0.7543539287563708, + "TN": 144027177, + "TP": 83034, + "n_pred": 94828, + "n_ref": 98279 + }, + "11": { + "Dice": 0.6735696735696736, + "FN": 2781, + "FP": 939, + "IoU": 0.5078062979624239, + "TN": 144129692, + "TP": 3838, + "n_pred": 4777, + "n_ref": 6619 + }, + "12": { + "Dice": 0.639193336256028, + "FN": 2730, + "FP": 562, + "IoU": 0.4697164948453608, + "TN": 144131042, + "TP": 2916, + "n_pred": 3478, + "n_ref": 5646 + }, + "13": { + "Dice": 0.8401293989242977, + "FN": 18859, + "FP": 13659, + "IoU": 0.7243302814513395, + "TN": 144019290, + "TP": 85442, + "n_pred": 99101, + "n_ref": 104301 + }, + "14": { + "Dice": 0.9598161704136657, + "FN": 19753, + "FP": 12931, + "IoU": 0.9227370615782121, + "TN": 143714227, + "TP": 390339, + "n_pred": 403270, + "n_ref": 410092 + }, + "15": { + "Dice": 0.845793448846884, + "FN": 1725, + "FP": 5911, + "IoU": 0.7327921055394198, + "TN": 144108673, + "TP": 20941, + "n_pred": 26852, + "n_ref": 22666 + }, + "2": { + "Dice": 0.9621483766198381, + "FN": 5617, + "FP": 4802, + "IoU": 0.9270577363325142, + "TN": 143994411, + "TP": 132420, + "n_pred": 137222, + "n_ref": 138037 + }, + "3": { + "Dice": 0.9626698233577862, + "FN": 7078, + "FP": 5883, + "IoU": 0.9280264326965793, + "TN": 143957170, + "TP": 167119, + "n_pred": 173002, + "n_ref": 174197 + }, + "4": { + "Dice": 0.924909087447404, + "FN": 2591, + "FP": 5297, + "IoU": 0.8603077903908477, + "TN": 144080783, + "TP": 48579, + "n_pred": 53876, + "n_ref": 51170 + }, + "5": { + "Dice": 0.7327262419389129, + "FN": 11453, + "FP": 3633, + "IoU": 0.5781909688242696, + "TN": 144101485, + "TP": 20679, + "n_pred": 24312, + "n_ref": 32132 + }, + "6": { + "Dice": 0.971177993617785, + "FN": 35628, + "FP": 42896, + "IoU": 0.9439708594811932, + "TN": 142735765, + "TP": 1322961, + "n_pred": 1365857, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.9357801460902886, + "FN": 14620, + "FP": 17558, + "IoU": 0.8793109268281706, + "TN": 143870631, + "TP": 234441, + "n_pred": 251999, + "n_ref": 249061 + }, + "8": { + "Dice": 0.90053552242102, + "FN": 17067, + "FP": 29775, + "IoU": 0.8190674103487169, + "TN": 143878358, + "TP": 212050, + "n_pred": 241825, + "n_ref": 229117 + }, + "9": { + "Dice": 0.8814074378574142, + "FN": 9766, + "FP": 13025, + "IoU": 0.7879611108526772, + "TN": 144029765, + "TP": 84694, + "n_pred": 97719, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9596522167464793, + "FN": 7503, + "FP": 9862, + "IoU": 0.9224340477232729, + "TN": 111555046, + "TP": 206509, + "n_pred": 216371, + "n_ref": 214012 + }, + "10": { + "Dice": 0.6369304556354916, + "FN": 20106, + "FP": 9417, + "IoU": 0.4672765657987333, + "TN": 111723501, + "TP": 25896, + "n_pred": 35313, + "n_ref": 46002 + }, + "11": { + "Dice": 0.7265796803987685, + "FN": 1317, + "FP": 548, + "IoU": 0.5705733364034078, + "TN": 111774577, + "TP": 2478, + "n_pred": 3026, + "n_ref": 3795 + }, + "12": { + "Dice": 0.7110415035238841, + "FN": 1936, + "FP": 278, + "IoU": 0.551640340218712, + "TN": 111773982, + "TP": 2724, + "n_pred": 3002, + "n_ref": 4660 + }, + "13": { + "Dice": 0.712885105195213, + "FN": 12079, + "FP": 20837, + "IoU": 0.5538628354567634, + "TN": 111705140, + "TP": 40864, + "n_pred": 61701, + "n_ref": 52943 + }, + "14": { + "Dice": 0.870413900367945, + "FN": 5513, + "FP": 20232, + "IoU": 0.7705600313703123, + "TN": 111666712, + "TP": 86463, + "n_pred": 106695, + "n_ref": 91976 + }, + "15": { + "Dice": 0.5781714159973594, + "FN": 5477, + "FP": 2191, + "IoU": 0.40663932523407875, + "TN": 111765997, + "TP": 5255, + "n_pred": 7446, + "n_ref": 10732 + }, + "2": { + "Dice": 0.9075906053123366, + "FN": 30987, + "FP": 4715, + "IoU": 0.8308154522708318, + "TN": 111567896, + "TP": 175322, + "n_pred": 180037, + "n_ref": 206309 + }, + "3": { + "Dice": 0.7962300088667039, + "FN": 2824, + "FP": 28201, + "IoU": 0.6614469663902226, + "TN": 111687280, + "TP": 60615, + "n_pred": 88816, + "n_ref": 63439 + }, + "4": { + "Dice": 0.861514467032376, + "FN": 2660, + "FP": 2490, + "IoU": 0.7567197316831216, + "TN": 111757751, + "TP": 16019, + "n_pred": 18509, + "n_ref": 18679 + }, + "5": { + "Dice": 0.6260150659924041, + "FN": 11499, + "FP": 6324, + "IoU": 0.45562003665241296, + "TN": 111746180, + "TP": 14917, + "n_pred": 21241, + "n_ref": 26416 + }, + "6": { + "Dice": 0.9695123445457383, + "FN": 28088, + "FP": 47803, + "IoU": 0.9408286837927776, + "TN": 110496356, + "TP": 1206673, + "n_pred": 1254476, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.9168580813668843, + "FN": 25840, + "FP": 12709, + "IoU": 0.8464801016324108, + "TN": 111527819, + "TP": 212552, + "n_pred": 225261, + "n_ref": 238392 + }, + "8": { + "Dice": 0.8920844371198541, + "FN": 36637, + "FP": 21576, + "IoU": 0.8051917194851784, + "TN": 111480098, + "TP": 240609, + "n_pred": 262185, + "n_ref": 277246 + }, + "9": { + "Dice": 0.8358156121351968, + "FN": 16588, + "FP": 8458, + "IoU": 0.7179409214275257, + "TN": 111690123, + "TP": 63751, + "n_pred": 72209, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8829790542317011, + "FN": 9239, + "FP": 32154, + "IoU": 0.7904767207604855, + "TN": 198890317, + "TP": 156165, + "n_pred": 188319, + "n_ref": 165404 + }, + "10": { + "Dice": 0.741925325752998, + "FN": 19540, + "FP": 10783, + "IoU": 0.5897307536192666, + "TN": 199013965, + "TP": 43587, + "n_pred": 54370, + "n_ref": 63127 + }, + "11": { + "Dice": 0.7483451138786043, + "FN": 1100, + "FP": 1143, + "IoU": 0.5978845464324131, + "TN": 199082297, + "TP": 3335, + "n_pred": 4478, + "n_ref": 4435 + }, + "12": { + "Dice": 0.6885197270839514, + "FN": 1014, + "FP": 1086, + "IoU": 0.5249943451707758, + "TN": 199083454, + "TP": 2321, + "n_pred": 3407, + "n_ref": 3335 + }, + "13": { + "Dice": 0.40734010448778274, + "FN": 23041, + "FP": 13487, + "IoU": 0.2557608850675414, + "TN": 199038794, + "TP": 12553, + "n_pred": 26040, + "n_ref": 35594 + }, + "14": { + "Dice": 0.6245659163987138, + "FN": 17812, + "FP": 17216, + "IoU": 0.4540864035907986, + "TN": 199023711, + "TP": 29136, + "n_pred": 46352, + "n_ref": 46948 + }, + "15": { + "Dice": 0.7574205393611219, + "FN": 53171, + "FP": 1528, + "IoU": 0.6095550130626579, + "TN": 198947781, + "TP": 85395, + "n_pred": 86923, + "n_ref": 138566 + }, + "2": { + "Dice": 0.9339516781425796, + "FN": 4315, + "FP": 13402, + "IoU": 0.8760875646943629, + "TN": 198944895, + "TP": 125263, + "n_pred": 138665, + "n_ref": 129578 + }, + "3": { + "Dice": 0.9558725609403046, + "FN": 6760, + "FP": 5434, + "IoU": 0.9154749939347728, + "TN": 198943610, + "TP": 132071, + "n_pred": 137505, + "n_ref": 138831 + }, + "4": { + "Dice": 0.8041151191561401, + "FN": 1683, + "FP": 5838, + "IoU": 0.6724017771582891, + "TN": 199064917, + "TP": 15437, + "n_pred": 21275, + "n_ref": 17120 + }, + "5": { + "Dice": 0.6787038791586584, + "FN": 7532, + "FP": 4337, + "IoU": 0.5136652325343167, + "TN": 199063470, + "TP": 12536, + "n_pred": 16873, + "n_ref": 20068 + }, + "6": { + "Dice": 0.9569626980911308, + "FN": 60291, + "FP": 38174, + "IoU": 0.917476964955891, + "TN": 197894693, + "TP": 1094717, + "n_pred": 1132891, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.8827586646726254, + "FN": 17759, + "FP": 19008, + "IoU": 0.7901235272627637, + "TN": 198912691, + "TP": 138417, + "n_pred": 157425, + "n_ref": 156176 + }, + "8": { + "Dice": 0.8937857943544278, + "FN": 8721, + "FP": 17336, + "IoU": 0.8079681040010023, + "TN": 198952184, + "TP": 109634, + "n_pred": 126970, + "n_ref": 118355 + }, + "9": { + "Dice": 0.9109981844205997, + "FN": 8565, + "FP": 9965, + "IoU": 0.8365442292085671, + "TN": 198974511, + "TP": 94834, + "n_pred": 104799, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.939182273028767, + "FN": 12337, + "FP": 9944, + "IoU": 0.8853380266469053, + "TN": 130880873, + "TP": 172038, + "n_pred": 181982, + "n_ref": 184375 + }, + "10": { + "Dice": 0.8048781930340255, + "FN": 14677, + "FP": 18314, + "IoU": 0.6734695897461276, + "TN": 130974157, + "TP": 68044, + "n_pred": 86358, + "n_ref": 82721 + }, + "11": { + "Dice": 0.6356385884409483, + "FN": 1162, + "FP": 2173, + "IoU": 0.4658872517616912, + "TN": 131068948, + "TP": 2909, + "n_pred": 5082, + "n_ref": 4071 + }, + "12": { + "Dice": 0.7537150782643154, + "FN": 831, + "FP": 1655, + "IoU": 0.6047694753577106, + "TN": 131068902, + "TP": 3804, + "n_pred": 5459, + "n_ref": 4635 + }, + "13": { + "Dice": 0.5830469802347638, + "FN": 47739, + "FP": 12931, + "IoU": 0.4114794012940275, + "TN": 130972103, + "TP": 42419, + "n_pred": 55350, + "n_ref": 90158 + }, + "14": { + "Dice": 0.6935555237881295, + "FN": 5671, + "FP": 39346, + "IoU": 0.5308725601558999, + "TN": 130979233, + "TP": 50942, + "n_pred": 90288, + "n_ref": 56613 + }, + "15": { + "Dice": 0.7740979188501272, + "FN": 1728, + "FP": 13360, + "IoU": 0.6314516719998046, + "TN": 131034253, + "TP": 25851, + "n_pred": 39211, + "n_ref": 27579 + }, + "2": { + "Dice": 0.9340676776614897, + "FN": 7195, + "FP": 14413, + "IoU": 0.8762917289272854, + "TN": 130900523, + "TP": 153061, + "n_pred": 167474, + "n_ref": 160256 + }, + "3": { + "Dice": 0.8338984302691923, + "FN": 9423, + "FP": 62542, + "IoU": 0.7151164631925641, + "TN": 130822580, + "TP": 180647, + "n_pred": 243189, + "n_ref": 190070 + }, + "4": { + "Dice": 0.8471486242996055, + "FN": 17366, + "FP": 2739, + "IoU": 0.734829000646276, + "TN": 130999373, + "TP": 55714, + "n_pred": 58453, + "n_ref": 73080 + }, + "5": { + "Dice": 0.772833549823715, + "FN": 4287, + "FP": 1834, + "IoU": 0.6297707615072885, + "TN": 131058659, + "TP": 10412, + "n_pred": 12246, + "n_ref": 14699 + }, + "6": { + "Dice": 0.9650169619337111, + "FN": 39803, + "FP": 63742, + "IoU": 0.9323988185706898, + "TN": 129543488, + "TP": 1428159, + "n_pred": 1491901, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.7802777215269378, + "FN": 56629, + "FP": 349173, + "IoU": 0.6397175285703125, + "TN": 129948848, + "TP": 720542, + "n_pred": 1069715, + "n_ref": 777171 + }, + "8": { + "Dice": 0.9234656206737425, + "FN": 8118, + "FP": 11784, + "IoU": 0.8578134042051568, + "TN": 130935221, + "TP": 120069, + "n_pred": 131853, + "n_ref": 128187 + }, + "9": { + "Dice": 0.7289205211563885, + "FN": 21709, + "FP": 10894, + "IoU": 0.5734657299475385, + "TN": 130998755, + "TP": 43834, + "n_pred": 54728, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8665672204509504, + "FN": 4080, + "FP": 61040, + "IoU": 0.7645510488903673, + "TN": 101340622, + "TP": 211458, + "n_pred": 272498, + "n_ref": 215538 + }, + "10": { + "Dice": 0.8335022779677631, + "FN": 8410, + "FP": 6537, + "IoU": 0.7145339954163483, + "TN": 101564840, + "TP": 37413, + "n_pred": 43950, + "n_ref": 45823 + }, + "11": { + "Dice": 0.8203125, + "FN": 864, + "FP": 930, + "IoU": 0.695364238410596, + "TN": 101611311, + "TP": 4095, + "n_pred": 5025, + "n_ref": 4959 + }, + "12": { + "Dice": 0.8262892210234584, + "FN": 1316, + "FP": 439, + "IoU": 0.7039973013998988, + "TN": 101611271, + "TP": 4174, + "n_pred": 4613, + "n_ref": 5490 + }, + "13": { + "Dice": 0.783371069364371, + "FN": 5937, + "FP": 24010, + "IoU": 0.6438866030870216, + "TN": 101533106, + "TP": 54147, + "n_pred": 78157, + "n_ref": 60084 + }, + "14": { + "Dice": 0.9174900186518251, + "FN": 528, + "FP": 10487, + "IoU": 0.8475580220601464, + "TN": 101544943, + "TP": 61242, + "n_pred": 71729, + "n_ref": 61770 + }, + "15": { + "Dice": 0.8309123649459784, + "FN": 5580, + "FP": 5688, + "IoU": 0.710735739590286, + "TN": 101578246, + "TP": 27686, + "n_pred": 33374, + "n_ref": 33266 + }, + "2": { + "Dice": 0.8379520745136895, + "FN": 46752, + "FP": 1823, + "IoU": 0.721099410906836, + "TN": 101443034, + "TP": 125591, + "n_pred": 127414, + "n_ref": 172343 + }, + "3": { + "Dice": 0.878413982677247, + "FN": 3607, + "FP": 43279, + "IoU": 0.7831891349484169, + "TN": 101400947, + "TP": 169367, + "n_pred": 212646, + "n_ref": 172974 + }, + "4": { + "Dice": 0.5435442772871654, + "FN": 641, + "FP": 25513, + "IoU": 0.37319656808704404, + "TN": 101575474, + "TP": 15572, + "n_pred": 41085, + "n_ref": 16213 + }, + "5": { + "Dice": 0.731866021903001, + "FN": 9788, + "FP": 5294, + "IoU": 0.5771204261881396, + "TN": 101581535, + "TP": 20583, + "n_pred": 25877, + "n_ref": 30371 + }, + "6": { + "Dice": 0.9522977791392043, + "FN": 125405, + "FP": 15683, + "IoU": 0.9089393533563317, + "TN": 100067815, + "TP": 1408297, + "n_pred": 1423980, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.9601363836864129, + "FN": 25146, + "FP": 8292, + "IoU": 0.9233291449220864, + "TN": 101181076, + "TP": 402686, + "n_pred": 410978, + "n_ref": 427832 + }, + "8": { + "Dice": 0.9422814464089325, + "FN": 18603, + "FP": 7533, + "IoU": 0.8908621704798373, + "TN": 101377723, + "TP": 213341, + "n_pred": 220874, + "n_ref": 231944 + }, + "9": { + "Dice": 0.9269365773909699, + "FN": 3888, + "FP": 8268, + "IoU": 0.8638227320592387, + "TN": 101527934, + "TP": 77110, + "n_pred": 85378, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9099854970781207, + "FN": 8609, + "FP": 31548, + "IoU": 0.8348379720075513, + "TN": 118939075, + "TP": 202980, + "n_pred": 234528, + "n_ref": 211589 + }, + "10": { + "Dice": 0.850929284897878, + "FN": 12255, + "FP": 11743, + "IoU": 0.7405369171054481, + "TN": 119089721, + "TP": 68493, + "n_pred": 80236, + "n_ref": 80748 + }, + "11": { + "Dice": 0.6703131409818132, + "FN": 1587, + "FP": 824, + "IoU": 0.5041135335252982, + "TN": 119177350, + "TP": 2451, + "n_pred": 3275, + "n_ref": 4038 + }, + "12": { + "Dice": 0.5586183992029227, + "FN": 1612, + "FP": 2375, + "IoU": 0.38755760368663594, + "TN": 119175702, + "TP": 2523, + "n_pred": 4898, + "n_ref": 4135 + }, + "13": { + "Dice": 0.7197327252479185, + "FN": 5931, + "FP": 15209, + "IoU": 0.5621738049871593, + "TN": 119133928, + "TP": 27144, + "n_pred": 42353, + "n_ref": 33075 + }, + "14": { + "Dice": 0.15870051416845357, + "FN": 58984, + "FP": 13992, + "IoU": 0.08618940883306828, + "TN": 119102353, + "TP": 6883, + "n_pred": 20875, + "n_ref": 65867 + }, + "15": { + "Dice": 0.3953818306345091, + "FN": 8597, + "FP": 28480, + "IoU": 0.24640243902439024, + "TN": 119133012, + "TP": 12123, + "n_pred": 40603, + "n_ref": 20720 + }, + "2": { + "Dice": 0.899119234154689, + "FN": 29029, + "FP": 7875, + "IoU": 0.8167271715972805, + "TN": 118980851, + "TP": 164457, + "n_pred": 172332, + "n_ref": 193486 + }, + "3": { + "Dice": 0.9186988236579322, + "FN": 11986, + "FP": 20760, + "IoU": 0.8496234386480529, + "TN": 118964452, + "TP": 185014, + "n_pred": 205774, + "n_ref": 197000 + }, + "4": { + "Dice": 0.8657421625835715, + "FN": 6691, + "FP": 4675, + "IoU": 0.7632675164542198, + "TN": 119134200, + "TP": 36646, + "n_pred": 41321, + "n_ref": 43337 + }, + "5": { + "Dice": 0.8395396908647765, + "FN": 4116, + "FP": 1085, + "IoU": 0.723454033072792, + "TN": 119163405, + "TP": 13606, + "n_pred": 14691, + "n_ref": 17722 + }, + "6": { + "Dice": 0.9596561820316023, + "FN": 76820, + "FP": 62928, + "IoU": 0.9224413751077373, + "TN": 117380375, + "TP": 1662089, + "n_pred": 1725017, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.9313730781426037, + "FN": 21513, + "FP": 19177, + "IoU": 0.8715605597169219, + "TN": 118865409, + "TP": 276113, + "n_pred": 295290, + "n_ref": 297626 + }, + "8": { + "Dice": 0.960571557237879, + "FN": 3242, + "FP": 3237, + "IoU": 0.92413437781759, + "TN": 119096811, + "TP": 78922, + "n_pred": 82159, + "n_ref": 82164 + }, + "9": { + "Dice": 0.9150271664971344, + "FN": 11757, + "FP": 1943, + "IoU": 0.8433641269550901, + "TN": 119094748, + "TP": 73764, + "n_pred": 75707, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 76818, + "IoU": 0.0, + "TN": 61255662, + "TP": 0, + "n_pred": 76818, + "n_ref": 0 + }, + "10": { + "Dice": 0.7592118098458737, + "FN": 5242, + "FP": 13271, + "IoU": 0.6118786557370175, + "TN": 61284781, + "TP": 29186, + "n_pred": 42457, + "n_ref": 34428 + }, + "11": { + "Dice": 0.8085204908543644, + "FN": 372, + "FP": 1282, + "IoU": 0.6785853089778469, + "TN": 61327334, + "TP": 3492, + "n_pred": 4774, + "n_ref": 3864 + }, + "12": { + "Dice": 0.6688162137263933, + "FN": 1946, + "FP": 930, + "IoU": 0.5024221453287198, + "TN": 61326700, + "TP": 2904, + "n_pred": 3834, + "n_ref": 4850 + }, + "13": { + "Dice": 0.5465176175027336, + "FN": 22458, + "FP": 27723, + "IoU": 0.3760056703017943, + "TN": 61252061, + "TP": 30238, + "n_pred": 57961, + "n_ref": 52696 + }, + "14": { + "Dice": 0.9442071522654424, + "FN": 22546, + "FP": 6766, + "IoU": 0.8943109950890957, + "TN": 61055138, + "TP": 248030, + "n_pred": 254796, + "n_ref": 270576 + }, + "15": { + "Dice": 0.7638753936385666, + "FN": 32977, + "FP": 7363, + "IoU": 0.617959864003561, + "TN": 61226889, + "TP": 65251, + "n_pred": 72614, + "n_ref": 98228 + }, + "2": { + "Dice": 0.957630063542494, + "FN": 6618, + "FP": 7038, + "IoU": 0.9187046076913918, + "TN": 61164500, + "TP": 154324, + "n_pred": 161362, + "n_ref": 160942 + }, + "3": { + "Dice": 0.9632984147947282, + "FN": 5377, + "FP": 4016, + "IoU": 0.929195468148137, + "TN": 61199819, + "TP": 123268, + "n_pred": 127284, + "n_ref": 128645 + }, + "4": { + "Dice": 0.9380730255750362, + "FN": 1365, + "FP": 4025, + "IoU": 0.8833686761587398, + "TN": 61286266, + "TP": 40824, + "n_pred": 44849, + "n_ref": 42189 + }, + "5": { + "Dice": 0.796157500263908, + "FN": 1030, + "FP": 2832, + "IoU": 0.6613468958260259, + "TN": 61321076, + "TP": 7542, + "n_pred": 10374, + "n_ref": 8572 + }, + "6": { + "Dice": 0.9606443796384802, + "FN": 22689, + "FP": 74274, + "IoU": 0.9242691921984686, + "TN": 60052116, + "TP": 1183401, + "n_pred": 1257675, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.5357009110401898, + "FN": 123405, + "FP": 16694, + "IoU": 0.36584118304733365, + "TN": 61111559, + "TP": 80822, + "n_pred": 97516, + "n_ref": 204227 + }, + "8": { + "Dice": 0.9412372826728127, + "FN": 4824, + "FP": 4839, + "IoU": 0.8889973808757984, + "TN": 61245428, + "TP": 77389, + "n_pred": 82228, + "n_ref": 82213 + }, + "9": { + "Dice": 0.8381312909000206, + "FN": 6252, + "FP": 15812, + "IoU": 0.72136488773268, + "TN": 61253294, + "TP": 57122, + "n_pred": 72934, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9779557759821048, + "FN": 4028, + "FP": 3777, + "IoU": 0.9568624850082628, + "TN": 148926567, + "TP": 173128, + "n_pred": 176905, + "n_ref": 177156 + }, + "10": { + "Dice": 0.8390283042359516, + "FN": 12152, + "FP": 11120, + "IoU": 0.7226948833440576, + "TN": 149023578, + "TP": 60650, + "n_pred": 71770, + "n_ref": 72802 + }, + "11": { + "Dice": 0.8161668839634941, + "FN": 413, + "FP": 574, + "IoU": 0.6894273127753304, + "TN": 149104322, + "TP": 2191, + "n_pred": 2765, + "n_ref": 2604 + }, + "12": { + "Dice": 0.6379549874965268, + "FN": 949, + "FP": 354, + "IoU": 0.46838025295797636, + "TN": 149105049, + "TP": 1148, + "n_pred": 1502, + "n_ref": 2097 + }, + "13": { + "Dice": 0.688008696060604, + "FN": 33099, + "FP": 13398, + "IoU": 0.5244003477727203, + "TN": 149009735, + "TP": 51268, + "n_pred": 64666, + "n_ref": 84367 + }, + "14": { + "Dice": 0.9119042915824609, + "FN": 3046, + "FP": 14347, + "IoU": 0.8380736037537356, + "TN": 149000087, + "TP": 90020, + "n_pred": 104367, + "n_ref": 93066 + }, + "15": { + "Dice": 0.8455940307918659, + "FN": 5858, + "FP": 5896, + "IoU": 0.7324927740731468, + "TN": 149063561, + "TP": 32185, + "n_pred": 38081, + "n_ref": 38043 + }, + "2": { + "Dice": 0.9588424138091471, + "FN": 2441, + "FP": 10828, + "IoU": 0.9209387959387959, + "TN": 148939668, + "TP": 154563, + "n_pred": 165391, + "n_ref": 157004 + }, + "3": { + "Dice": 0.7664715986840189, + "FN": 7434, + "FP": 24650, + "IoU": 0.6213651812688822, + "TN": 149022764, + "TP": 52652, + "n_pred": 77302, + "n_ref": 60086 + }, + "4": { + "Dice": 0.913906529261893, + "FN": 1800, + "FP": 2728, + "IoU": 0.8414621336787927, + "TN": 149078939, + "TP": 24033, + "n_pred": 26761, + "n_ref": 25833 + }, + "5": { + "Dice": 0.3973260435092233, + "FN": 25068, + "FP": 1167, + "IoU": 0.24791445689877592, + "TN": 149072617, + "TP": 8648, + "n_pred": 9815, + "n_ref": 33716 + }, + "6": { + "Dice": 0.9721595760050011, + "FN": 26030, + "FP": 35829, + "IoU": 0.9458273417836807, + "TN": 147965614, + "TP": 1080027, + "n_pred": 1115856, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.933841602354822, + "FN": 25138, + "FP": 10284, + "IoU": 0.8758938675692057, + "TN": 148822083, + "TP": 249995, + "n_pred": 260279, + "n_ref": 275133 + }, + "8": { + "Dice": 0.9563743577973552, + "FN": 12387, + "FP": 7381, + "IoU": 0.9163959940452023, + "TN": 148871052, + "TP": 216680, + "n_pred": 224061, + "n_ref": 229067 + }, + "9": { + "Dice": 0.8984345737438837, + "FN": 11930, + "FP": 5153, + "IoU": 0.8155980138169258, + "TN": 149014860, + "TP": 75557, + "n_pred": 80710, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9025557729459682, + "FN": 38342, + "FP": 64605, + "IoU": 0.8224160742717467, + "TN": 100133091, + "TP": 476762, + "n_pred": 541367, + "n_ref": 515104 + }, + "10": { + "Dice": 0.551131703526771, + "FN": 19320, + "FP": 11875, + "IoU": 0.38038771699837126, + "TN": 100662454, + "TP": 19151, + "n_pred": 31026, + "n_ref": 38471 + }, + "11": { + "Dice": 0.43072223434431595, + "FN": 1507, + "FP": 3711, + "IoU": 0.27447163515016687, + "TN": 100705608, + "TP": 1974, + "n_pred": 5685, + "n_ref": 3481 + }, + "12": { + "Dice": 0.6559929234851836, + "FN": 2165, + "FP": 1724, + "IoU": 0.48808740292220615, + "TN": 100705203, + "TP": 3708, + "n_pred": 5432, + "n_ref": 5873 + }, + "13": { + "Dice": 0.02798229772370954, + "FN": 38450, + "FP": 10529, + "IoU": 0.014189678769825296, + "TN": 100663116, + "TP": 705, + "n_pred": 11234, + "n_ref": 39155 + }, + "14": { + "Dice": 0.6596953276436848, + "FN": 70684, + "FP": 15165, + "IoU": 0.4921980362001656, + "TN": 100543740, + "TP": 83211, + "n_pred": 98376, + "n_ref": 153895 + }, + "15": { + "Dice": 0.8669543894065719, + "FN": 6880, + "FP": 20248, + "IoU": 0.7651540073064736, + "TN": 100597286, + "TP": 88386, + "n_pred": 108634, + "n_ref": 95266 + }, + "2": { + "Dice": 0.6071350455965168, + "FN": 129063, + "FP": 5650, + "IoU": 0.4358893830138271, + "TN": 100473994, + "TP": 104093, + "n_pred": 109743, + "n_ref": 233156 + }, + "3": { + "Dice": 0.7454147102646382, + "FN": 12324, + "FP": 132228, + "IoU": 0.5941522799313816, + "TN": 100356627, + "TP": 211621, + "n_pred": 343849, + "n_ref": 223945 + }, + "4": { + "Dice": 0.6239844704867352, + "FN": 5578, + "FP": 57182, + "IoU": 0.45347196823240504, + "TN": 100597966, + "TP": 52074, + "n_pred": 109256, + "n_ref": 57652 + }, + "5": { + "Dice": 0.457554342964487, + "FN": 11358, + "FP": 770, + "IoU": 0.29664211564112974, + "TN": 100695557, + "TP": 5115, + "n_pred": 5885, + "n_ref": 16473 + }, + "6": { + "Dice": 0.8119010620902231, + "FN": 549555, + "FP": 158696, + "IoU": 0.6833614913574463, + "TN": 98476019, + "TP": 1528530, + "n_pred": 1687226, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.6312418405587078, + "FN": 22890, + "FP": 151672, + "IoU": 0.461178504182486, + "TN": 100388830, + "TP": 149408, + "n_pred": 301080, + "n_ref": 172298 + }, + "8": { + "Dice": 0.9351979405830376, + "FN": 5188, + "FP": 8783, + "IoU": 0.8782833694885132, + "TN": 100598017, + "TP": 100812, + "n_pred": 109595, + "n_ref": 106000 + }, + "9": { + "Dice": 0.7876439152815434, + "FN": 21676, + "FP": 21558, + "IoU": 0.6496803416171716, + "TN": 100589387, + "TP": 80179, + "n_pred": 101737, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9580813838223632, + "FN": 513, + "FP": 6253, + "IoU": 0.9195357189577461, + "TN": 78866613, + "TP": 77321, + "n_pred": 83574, + "n_ref": 77834 + }, + "10": { + "Dice": 0.7065029401591145, + "FN": 14434, + "FP": 5930, + "IoU": 0.5461960155100949, + "TN": 78905826, + "TP": 24510, + "n_pred": 30440, + "n_ref": 38944 + }, + "11": { + "Dice": 0.46605818596691384, + "FN": 551, + "FP": 1321, + "IoU": 0.303830420230569, + "TN": 78948011, + "TP": 817, + "n_pred": 2138, + "n_ref": 1368 + }, + "12": { + "Dice": 0.08559732043170823, + "FN": 2445, + "FP": 12, + "IoU": 0.04471228615863142, + "TN": 78948128, + "TP": 115, + "n_pred": 127, + "n_ref": 2560 + }, + "13": { + "Dice": 0.46134347275031684, + "FN": 39931, + "FP": 5544, + "IoU": 0.29983525535420097, + "TN": 78885751, + "TP": 19474, + "n_pred": 25018, + "n_ref": 59405 + }, + "14": { + "Dice": 0.3645902148991567, + "FN": 17887, + "FP": 14815, + "IoU": 0.22293508221651934, + "TN": 78908616, + "TP": 9382, + "n_pred": 24197, + "n_ref": 27269 + }, + "15": { + "Dice": 0.8864060784329441, + "FN": 3821, + "FP": 10352, + "IoU": 0.7959868146420809, + "TN": 78881229, + "TP": 55298, + "n_pred": 65650, + "n_ref": 59119 + }, + "2": { + "Dice": 0.9095248152059134, + "FN": 13989, + "FP": 3147, + "IoU": 0.8340628268195375, + "TN": 78847432, + "TP": 86132, + "n_pred": 89279, + "n_ref": 100121 + }, + "3": { + "Dice": 0.9371189668578641, + "FN": 1518, + "FP": 9642, + "IoU": 0.8816781348402761, + "TN": 78856381, + "TP": 83159, + "n_pred": 92801, + "n_ref": 84677 + }, + "4": { + "Dice": 0.8469234617308654, + "FN": 198, + "FP": 5922, + "IoU": 0.7344902386117137, + "TN": 78927650, + "TP": 16930, + "n_pred": 22852, + "n_ref": 17128 + }, + "5": { + "Dice": 0.4973880378000822, + "FN": 22087, + "FP": 3602, + "IoU": 0.331015625, + "TN": 78912300, + "TP": 12711, + "n_pred": 16313, + "n_ref": 34798 + }, + "6": { + "Dice": 0.9594768370104092, + "FN": 21395, + "FP": 36525, + "IoU": 0.9221100222830961, + "TN": 78207087, + "TP": 685693, + "n_pred": 722218, + "n_ref": 707088 + }, + "7": { + "Dice": 0.6348284084942536, + "FN": 372902, + "FP": 27700, + "IoU": 0.4650173007145976, + "TN": 78201887, + "TP": 348211, + "n_pred": 375911, + "n_ref": 721113 + }, + "8": { + "Dice": 0.8810681869526505, + "FN": 65910, + "FP": 5686, + "IoU": 0.7874190157781908, + "TN": 78613906, + "TP": 265198, + "n_pred": 270884, + "n_ref": 331108 + }, + "9": { + "Dice": 0.7636148615354292, + "FN": 18306, + "FP": 5680, + "IoU": 0.6176189261573779, + "TN": 78887972, + "TP": 38742, + "n_pred": 44422, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9804938580504677, + "FN": 3209, + "FP": 2560, + "IoU": 0.9617341354859679, + "TN": 104853679, + "TP": 144992, + "n_pred": 147552, + "n_ref": 148201 + }, + "10": { + "Dice": 0.8785422351036489, + "FN": 9635, + "FP": 11821, + "IoU": 0.7833930644591388, + "TN": 104905385, + "TP": 77599, + "n_pred": 89420, + "n_ref": 87234 + }, + "11": { + "Dice": 0.8793668739400792, + "FN": 442, + "FP": 625, + "IoU": 0.7847054075867635, + "TN": 104999484, + "TP": 3889, + "n_pred": 4514, + "n_ref": 4331 + }, + "12": { + "Dice": 0.7024987251402346, + "FN": 1389, + "FP": 1528, + "IoU": 0.5414243043546613, + "TN": 104998079, + "TP": 3444, + "n_pred": 4972, + "n_ref": 4833 + }, + "13": { + "Dice": 0.8711852261993942, + "FN": 10948, + "FP": 8827, + "IoU": 0.771769865543309, + "TN": 104917795, + "TP": 66870, + "n_pred": 75697, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9498773124534752, + "FN": 1176, + "FP": 6096, + "IoU": 0.9045393683215627, + "TN": 104928262, + "TP": 68906, + "n_pred": 75002, + "n_ref": 70082 + }, + "15": { + "Dice": 0.8767862266857963, + "FN": 1443, + "FP": 4998, + "IoU": 0.7806049458409974, + "TN": 104975082, + "TP": 22917, + "n_pred": 27915, + "n_ref": 24360 + }, + "2": { + "Dice": 0.8866522113144812, + "FN": 33150, + "FP": 2031, + "IoU": 0.7963838616514547, + "TN": 104831659, + "TP": 137600, + "n_pred": 139631, + "n_ref": 170750 + }, + "3": { + "Dice": 0.9052394664548373, + "FN": 3118, + "FP": 28375, + "IoU": 0.8268835409360261, + "TN": 104822522, + "TP": 150425, + "n_pred": 178800, + "n_ref": 153543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1143, + "IoU": 0.0, + "TN": 105003297, + "TP": 0, + "n_pred": 1143, + "n_ref": 0 + }, + "5": { + "Dice": 0.6535447666874505, + "FN": 10689, + "FP": 9870, + "IoU": 0.4853817271589487, + "TN": 104964490, + "TP": 19391, + "n_pred": 29261, + "n_ref": 30080 + }, + "6": { + "Dice": 0.9812631042595379, + "FN": 20690, + "FP": 25717, + "IoU": 0.9632154370401137, + "TN": 103742851, + "TP": 1215182, + "n_pred": 1240899, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.9154164264352702, + "FN": 9397, + "FP": 31387, + "IoU": 0.8440257152582042, + "TN": 104742961, + "TP": 220695, + "n_pred": 252082, + "n_ref": 230092 + }, + "8": { + "Dice": 0.9585177337209739, + "FN": 21484, + "FP": 8351, + "IoU": 0.9203399469733986, + "TN": 104629911, + "TP": 344694, + "n_pred": 353045, + "n_ref": 366178 + }, + "9": { + "Dice": 0.9316998704065719, + "FN": 8719, + "FP": 3719, + "IoU": 0.8721330687857884, + "TN": 104907167, + "TP": 84835, + "n_pred": 88554, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9799201278926285, + "FN": 15096, + "FP": 1421, + "IoU": 0.9606307845955461, + "TN": 177256747, + "TP": 403024, + "n_pred": 404445, + "n_ref": 418120 + }, + "10": { + "Dice": 0.5200969666155201, + "FN": 43319, + "FP": 9538, + "IoU": 0.3514398949680364, + "TN": 177594789, + "TP": 28642, + "n_pred": 38180, + "n_ref": 71961 + }, + "11": { + "Dice": 0.8028124001278364, + "FN": 975, + "FP": 876, + "IoU": 0.6705819540843566, + "TN": 177670669, + "TP": 3768, + "n_pred": 4644, + "n_ref": 4743 + }, + "12": { + "Dice": 0.7494561993276646, + "FN": 1408, + "FP": 1126, + "IoU": 0.599304237824162, + "TN": 177669964, + "TP": 3790, + "n_pred": 4916, + "n_ref": 5198 + }, + "13": { + "Dice": 0.8522413584153616, + "FN": 13793, + "FP": 8153, + "IoU": 0.742526631939556, + "TN": 177591052, + "TP": 63290, + "n_pred": 71443, + "n_ref": 77083 + }, + "14": { + "Dice": 0.9484677084331959, + "FN": 2044, + "FP": 6019, + "IoU": 0.901986288048235, + "TN": 177594024, + "TP": 74201, + "n_pred": 80220, + "n_ref": 76245 + }, + "15": { + "Dice": 0.6998893728825278, + "FN": 2924, + "FP": 14438, + "IoU": 0.5383306299359162, + "TN": 177638681, + "TP": 20245, + "n_pred": 34683, + "n_ref": 23169 + }, + "2": { + "Dice": 0.9752128281124707, + "FN": 8226, + "FP": 2253, + "IoU": 0.9516247420586376, + "TN": 177459669, + "TP": 206140, + "n_pred": 208393, + "n_ref": 214366 + }, + "3": { + "Dice": 0.9801579242286695, + "FN": 6761, + "FP": 1348, + "IoU": 0.9610879444127202, + "TN": 177467895, + "TP": 200284, + "n_pred": 201632, + "n_ref": 207045 + }, + "4": { + "Dice": 0.8591390701523518, + "FN": 2769, + "FP": 7614, + "IoU": 0.7530620496111494, + "TN": 177634241, + "TP": 31664, + "n_pred": 39278, + "n_ref": 34433 + }, + "5": { + "Dice": 0.7163101332338881, + "FN": 10052, + "FP": 6684, + "IoU": 0.5580087151723228, + "TN": 177638423, + "TP": 21129, + "n_pred": 27813, + "n_ref": 31181 + }, + "6": { + "Dice": 0.9551604912465258, + "FN": 123998, + "FP": 33882, + "IoU": 0.9141695765180835, + "TN": 175836847, + "TP": 1681561, + "n_pred": 1715443, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.8617317409555472, + "FN": 10480, + "FP": 104311, + "IoU": 0.7570550563176986, + "TN": 177203790, + "TP": 357707, + "n_pred": 462018, + "n_ref": 368187 + }, + "8": { + "Dice": 0.8988156748082079, + "FN": 10700, + "FP": 31796, + "IoU": 0.8162263612421673, + "TN": 177445047, + "TP": 188745, + "n_pred": 220541, + "n_ref": 199445 + }, + "9": { + "Dice": 0.9423003781014386, + "FN": 8870, + "FP": 6604, + "IoU": 0.8908960148912768, + "TN": 177534460, + "TP": 126354, + "n_pred": 132958, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.969492120860491, + "FN": 4924, + "FP": 6539, + "IoU": 0.9407905950899014, + "TN": 193811934, + "TP": 182138, + "n_pred": 188677, + "n_ref": 187062 + }, + "10": { + "Dice": 0.8995576020223908, + "FN": 7338, + "FP": 10462, + "IoU": 0.8174508758255733, + "TN": 193908027, + "TP": 79708, + "n_pred": 90170, + "n_ref": 87046 + }, + "11": { + "Dice": 0.7808664259927798, + "FN": 949, + "FP": 265, + "IoU": 0.6405093278057448, + "TN": 194002158, + "TP": 2163, + "n_pred": 2428, + "n_ref": 3112 + }, + "12": { + "Dice": 0.789727582292849, + "FN": 1167, + "FP": 315, + "IoU": 0.6525205158264947, + "TN": 194001270, + "TP": 2783, + "n_pred": 3098, + "n_ref": 3950 + }, + "13": { + "Dice": 0.8091984130041215, + "FN": 14358, + "FP": 10409, + "IoU": 0.6795409259115494, + "TN": 193928249, + "TP": 52519, + "n_pred": 62928, + "n_ref": 66877 + }, + "14": { + "Dice": 0.8802289044534555, + "FN": 686, + "FP": 19783, + "IoU": 0.7860793227778649, + "TN": 193909850, + "TP": 75216, + "n_pred": 94999, + "n_ref": 75902 + }, + "15": { + "Dice": 0.7524880242447942, + "FN": 1723, + "FP": 10936, + "IoU": 0.603191022506426, + "TN": 193973633, + "TP": 19243, + "n_pred": 30179, + "n_ref": 20966 + }, + "2": { + "Dice": 0.9684353936612649, + "FN": 3841, + "FP": 4963, + "IoU": 0.9388024634719384, + "TN": 193861673, + "TP": 135058, + "n_pred": 140021, + "n_ref": 138899 + }, + "3": { + "Dice": 0.9677166431818097, + "FN": 3726, + "FP": 5003, + "IoU": 0.9374525286977458, + "TN": 193865977, + "TP": 130829, + "n_pred": 135832, + "n_ref": 134555 + }, + "4": { + "Dice": 0.8945703859338715, + "FN": 805, + "FP": 3962, + "IoU": 0.8092513304789725, + "TN": 193980544, + "TP": 20224, + "n_pred": 24186, + "n_ref": 21029 + }, + "5": { + "Dice": 0.5665579473798652, + "FN": 14242, + "FP": 5692, + "IoU": 0.3952430070990838, + "TN": 193972573, + "TP": 13028, + "n_pred": 18720, + "n_ref": 27270 + }, + "6": { + "Dice": 0.9645469777362111, + "FN": 24877, + "FP": 75123, + "IoU": 0.9315217175448892, + "TN": 192545218, + "TP": 1360317, + "n_pred": 1435440, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.9452295033273717, + "FN": 22839, + "FP": 11827, + "IoU": 0.8961470825257116, + "TN": 193671736, + "TP": 299133, + "n_pred": 310960, + "n_ref": 321972 + }, + "8": { + "Dice": 0.9486715988644764, + "FN": 12322, + "FP": 12467, + "IoU": 0.9023551516727131, + "TN": 193751666, + "TP": 229080, + "n_pred": 241547, + "n_ref": 241402 + }, + "9": { + "Dice": 0.8924287455365734, + "FN": 14941, + "FP": 5183, + "IoU": 0.8057528957528958, + "TN": 193901935, + "TP": 83476, + "n_pred": 88659, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9644524790733141, + "FN": 1885, + "FP": 6413, + "IoU": 0.9313454569523274, + "TN": 99534934, + "TP": 112568, + "n_pred": 118981, + "n_ref": 114453 + }, + "10": { + "Dice": 0.8645880695582173, + "FN": 13688, + "FP": 4479, + "IoU": 0.7614752376450816, + "TN": 99579636, + "TP": 57997, + "n_pred": 62476, + "n_ref": 71685 + }, + "11": { + "Dice": 0.7558120362737015, + "FN": 1350, + "FP": 131, + "IoU": 0.6074741584945667, + "TN": 99652027, + "TP": 2292, + "n_pred": 2423, + "n_ref": 3642 + }, + "12": { + "Dice": 0.629325176830434, + "FN": 1922, + "FP": 17, + "IoU": 0.4591352859135286, + "TN": 99652215, + "TP": 1646, + "n_pred": 1663, + "n_ref": 3568 + }, + "13": { + "Dice": 0.772187064126062, + "FN": 11937, + "FP": 7826, + "IoU": 0.6289126312034099, + "TN": 99602543, + "TP": 33494, + "n_pred": 41320, + "n_ref": 45431 + }, + "14": { + "Dice": 0.7489401046364784, + "FN": 20929, + "FP": 1337, + "IoU": 0.5986444832993854, + "TN": 99600323, + "TP": 33211, + "n_pred": 34548, + "n_ref": 54140 + }, + "15": { + "Dice": 0.7903531179564237, + "FN": 11648, + "FP": 2304, + "IoU": 0.6533750714267968, + "TN": 99615549, + "TP": 26299, + "n_pred": 28603, + "n_ref": 37947 + }, + "2": { + "Dice": 0.960378766799606, + "FN": 6028, + "FP": 2943, + "IoU": 0.9237775606440376, + "TN": 99538105, + "TP": 108724, + "n_pred": 111667, + "n_ref": 114752 + }, + "3": { + "Dice": 0.963548933726437, + "FN": 4684, + "FP": 4329, + "IoU": 0.929661770903245, + "TN": 99527662, + "TP": 119125, + "n_pred": 123454, + "n_ref": 123809 + }, + "4": { + "Dice": 0.8972804718217562, + "FN": 2475, + "FP": 1287, + "IoU": 0.8136978160748775, + "TN": 99635607, + "TP": 16431, + "n_pred": 17718, + "n_ref": 18906 + }, + "5": { + "Dice": 0.8485013253585265, + "FN": 724, + "FP": 1505, + "IoU": 0.7368669578562154, + "TN": 99647329, + "TP": 6242, + "n_pred": 7747, + "n_ref": 6966 + }, + "6": { + "Dice": 0.9700407718645313, + "FN": 41508, + "FP": 39570, + "IoU": 0.9418244386436465, + "TN": 98262122, + "TP": 1312600, + "n_pred": 1352170, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.9117411988582302, + "FN": 11259, + "FP": 18888, + "IoU": 0.8377981394698188, + "TN": 99469939, + "TP": 155714, + "n_pred": 174602, + "n_ref": 166973 + }, + "8": { + "Dice": 0.9651295274646198, + "FN": 4355, + "FP": 2623, + "IoU": 0.9326090105751123, + "TN": 99552255, + "TP": 96567, + "n_pred": 99190, + "n_ref": 100922 + }, + "9": { + "Dice": 0.9271935485620387, + "FN": 10050, + "FP": 3375, + "IoU": 0.8642691767179933, + "TN": 99556891, + "TP": 85484, + "n_pred": 88859, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9571207805023366, + "FN": 35670, + "FP": 1178, + "IoU": 0.9177676212240234, + "TN": 62635424, + "TP": 411248, + "n_pred": 412426, + "n_ref": 446918 + }, + "10": { + "Dice": 0.8707878719087414, + "FN": 9471, + "FP": 8743, + "IoU": 0.7711464039804996, + "TN": 63003932, + "TP": 61374, + "n_pred": 70117, + "n_ref": 70845 + }, + "11": { + "Dice": 0.7805389221556887, + "FN": 938, + "FP": 528, + "IoU": 0.6400687453965136, + "TN": 63079447, + "TP": 2607, + "n_pred": 3135, + "n_ref": 3545 + }, + "12": { + "Dice": 0.7363042861197843, + "FN": 908, + "FP": 950, + "IoU": 0.582659478885894, + "TN": 63079068, + "TP": 2594, + "n_pred": 3544, + "n_ref": 3502 + }, + "13": { + "Dice": 0.720432177763684, + "FN": 13849, + "FP": 10836, + "IoU": 0.5630277389318653, + "TN": 63027029, + "TP": 31806, + "n_pred": 42642, + "n_ref": 45655 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 63083520, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 63083520, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9791240245618523, + "FN": 1511, + "FP": 3711, + "IoU": 0.9591018381460336, + "TN": 62955837, + "TP": 122461, + "n_pred": 126172, + "n_ref": 123972 + }, + "3": { + "Dice": 0.9838827554035142, + "FN": 1042, + "FP": 3104, + "IoU": 0.9682768013589098, + "TN": 62952827, + "TP": 126547, + "n_pred": 129651, + "n_ref": 127589 + }, + "4": { + "Dice": 0.46119697467938175, + "FN": 12419, + "FP": 689, + "IoU": 0.2997115076397051, + "TN": 63064802, + "TP": 5610, + "n_pred": 6299, + "n_ref": 18029 + }, + "5": { + "Dice": 0.6097968069666183, + "FN": 8551, + "FP": 2203, + "IoU": 0.43863861773764157, + "TN": 63064363, + "TP": 8403, + "n_pred": 10606, + "n_ref": 16954 + }, + "6": { + "Dice": 0.9245098494039561, + "FN": 143223, + "FP": 17872, + "IoU": 0.8596172162911826, + "TN": 61935979, + "TP": 986446, + "n_pred": 1004318, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.8784132189268892, + "FN": 5042, + "FP": 36930, + "IoU": 0.7831879206764917, + "TN": 62889933, + "TP": 151615, + "n_pred": 188545, + "n_ref": 156657 + }, + "8": { + "Dice": 0.9340875028420559, + "FN": 11304, + "FP": 2901, + "IoU": 0.8763266265595208, + "TN": 62968661, + "TP": 100654, + "n_pred": 103555, + "n_ref": 111958 + }, + "9": { + "Dice": 0.9078057705201196, + "FN": 2946, + "FP": 5167, + "IoU": 0.8311761278508407, + "TN": 63035464, + "TP": 39943, + "n_pred": 45110, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9779012758776205, + "FN": 10009, + "FP": 3662, + "IoU": 0.9567581416533819, + "TN": 109292666, + "TP": 302481, + "n_pred": 306143, + "n_ref": 312490 + }, + "10": { + "Dice": 0.6191761335957443, + "FN": 24377, + "FP": 53797, + "IoU": 0.44841065443640854, + "TN": 109467093, + "TP": 63551, + "n_pred": 117348, + "n_ref": 87928 + }, + "11": { + "Dice": 0.7469990766389658, + "FN": 1230, + "FP": 962, + "IoU": 0.5961680176860722, + "TN": 109603390, + "TP": 3236, + "n_pred": 4198, + "n_ref": 4466 + }, + "12": { + "Dice": 0.7910847792354352, + "FN": 1277, + "FP": 204, + "IoU": 0.6543757292882147, + "TN": 109604533, + "TP": 2804, + "n_pred": 3008, + "n_ref": 4081 + }, + "13": { + "Dice": 0.5588468468468468, + "FN": 45886, + "FP": 9203, + "IoU": 0.3877775555111022, + "TN": 109518836, + "TP": 34893, + "n_pred": 44096, + "n_ref": 80779 + }, + "14": { + "Dice": 0.6643447816850685, + "FN": 24050, + "FP": 49580, + "IoU": 0.4973924202708606, + "TN": 109462322, + "TP": 72866, + "n_pred": 122446, + "n_ref": 96916 + }, + "15": { + "Dice": 0.8958670812318971, + "FN": 10907, + "FP": 10628, + "IoU": 0.8113761178603649, + "TN": 109494649, + "TP": 92634, + "n_pred": 103262, + "n_ref": 103541 + }, + "2": { + "Dice": 0.78787302102603, + "FN": 73300, + "FP": 2497, + "IoU": 0.6499921499090313, + "TN": 109392260, + "TP": 140761, + "n_pred": 143258, + "n_ref": 214061 + }, + "3": { + "Dice": 0.8614556108757906, + "FN": 11499, + "FP": 63828, + "IoU": 0.7566289194384763, + "TN": 109299303, + "TP": 234188, + "n_pred": 298016, + "n_ref": 245687 + }, + "4": { + "Dice": 0.6332426047658176, + "FN": 25629, + "FP": 2937, + "IoU": 0.4633174892441806, + "TN": 109555591, + "TP": 24661, + "n_pred": 27598, + "n_ref": 50290 + }, + "5": { + "Dice": 0.6415700267618198, + "FN": 5158, + "FP": 869, + "IoU": 0.472287890727607, + "TN": 109597397, + "TP": 5394, + "n_pred": 6263, + "n_ref": 10552 + }, + "6": { + "Dice": 0.9503027317436306, + "FN": 39013, + "FP": 87696, + "IoU": 0.9053112363740441, + "TN": 108270655, + "TP": 1211454, + "n_pred": 1299150, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.86810513875962, + "FN": 264327, + "FP": 19377, + "IoU": 0.7669485642936061, + "TN": 108391473, + "TP": 933641, + "n_pred": 953018, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.9531219585444393, + "FN": 3729, + "FP": 4700, + "IoU": 0.9104422108417094, + "TN": 109514700, + "TP": 85689, + "n_pred": 90389, + "n_ref": 89418 + }, + "9": { + "Dice": 0.7742899603698811, + "FN": 8310, + "FP": 19028, + "IoU": 0.6317072842150642, + "TN": 109534589, + "TP": 46891, + "n_pred": 65919, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9160424369072496, + "FN": 1789, + "FP": 8657, + "IoU": 0.8450906826034731, + "TN": 66999919, + "TP": 56987, + "n_pred": 65644, + "n_ref": 58776 + }, + "10": { + "Dice": 0.7003691694389467, + "FN": 28901, + "FP": 13791, + "IoU": 0.5388985494723881, + "TN": 66974765, + "TP": 49895, + "n_pred": 63686, + "n_ref": 78796 + }, + "11": { + "Dice": 0.5199427285743505, + "FN": 1855, + "FP": 492, + "IoU": 0.35129906025428415, + "TN": 67063734, + "TP": 1271, + "n_pred": 1763, + "n_ref": 3126 + }, + "12": { + "Dice": 0.3475856200808339, + "FN": 2494, + "FP": 573, + "IoU": 0.21035015447991762, + "TN": 67063468, + "TP": 817, + "n_pred": 1390, + "n_ref": 3311 + }, + "13": { + "Dice": 0.4917216200152832, + "FN": 20837, + "FP": 15081, + "IoU": 0.32601516175035655, + "TN": 67014060, + "TP": 17374, + "n_pred": 32455, + "n_ref": 38211 + }, + "14": { + "Dice": 0.8533013628112385, + "FN": 12487, + "FP": 9171, + "IoU": 0.7441374177466419, + "TN": 66982705, + "TP": 62989, + "n_pred": 72160, + "n_ref": 75476 + }, + "15": { + "Dice": 0.1422849772588419, + "FN": 26122, + "FP": 37053, + "IoU": 0.07659139077687642, + "TN": 66998937, + "TP": 5240, + "n_pred": 42293, + "n_ref": 31362 + }, + "2": { + "Dice": 0.9711810364482133, + "FN": 3338, + "FP": 5131, + "IoU": 0.9439766089608319, + "TN": 66916183, + "TP": 142700, + "n_pred": 147831, + "n_ref": 146038 + }, + "3": { + "Dice": 0.9708291099489463, + "FN": 4250, + "FP": 5132, + "IoU": 0.9433118633007456, + "TN": 66901850, + "TP": 156120, + "n_pred": 161252, + "n_ref": 160370 + }, + "4": { + "Dice": 0.0, + "FN": 13039, + "FP": 7247, + "IoU": 0.0, + "TN": 67047066, + "TP": 0, + "n_pred": 7247, + "n_ref": 13039 + }, + "5": { + "Dice": 0.5929180996051459, + "FN": 4266, + "FP": 2126, + "IoU": 0.4213813705078302, + "TN": 67056305, + "TP": 4655, + "n_pred": 6781, + "n_ref": 8921 + }, + "6": { + "Dice": 0.9684799604202547, + "FN": 42373, + "FP": 25159, + "IoU": 0.9388862293114791, + "TN": 65962331, + "TP": 1037489, + "n_pred": 1062648, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.8580248777007907, + "FN": 81590, + "FP": 7769, + "IoU": 0.7513516371296042, + "TN": 66707973, + "TP": 270020, + "n_pred": 277789, + "n_ref": 351610 + }, + "8": { + "Dice": 0.8989305143770148, + "FN": 5822, + "FP": 12143, + "IoU": 0.8164157903880152, + "TN": 66969495, + "TP": 79892, + "n_pred": 92035, + "n_ref": 85714 + }, + "9": { + "Dice": 0.9214540008670407, + "FN": 7202, + "FP": 4756, + "IoU": 0.8543483556638246, + "TN": 66985252, + "TP": 70142, + "n_pred": 74898, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8483183193628048, + "FN": 46072, + "FP": 1899, + "IoU": 0.7365909640009665, + "TN": 74337164, + "TP": 134145, + "n_pred": 136044, + "n_ref": 180217 + }, + "10": { + "Dice": 0.7582658600332645, + "FN": 14662, + "FP": 11790, + "IoU": 0.6106507308026318, + "TN": 74451341, + "TP": 41487, + "n_pred": 53277, + "n_ref": 56149 + }, + "11": { + "Dice": 0.7358429858429858, + "FN": 1100, + "FP": 542, + "IoU": 0.5820819546958513, + "TN": 74515351, + "TP": 2287, + "n_pred": 2829, + "n_ref": 3387 + }, + "12": { + "Dice": 0.6660671462829736, + "FN": 1090, + "FP": 24, + "IoU": 0.4993258426966292, + "TN": 74517055, + "TP": 1111, + "n_pred": 1135, + "n_ref": 2201 + }, + "13": { + "Dice": 0.5590717061905031, + "FN": 18077, + "FP": 21062, + "IoU": 0.38799412059044286, + "TN": 74455328, + "TP": 24813, + "n_pred": 45875, + "n_ref": 42890 + }, + "14": { + "Dice": 0.6962846323998051, + "FN": 4067, + "FP": 20236, + "IoU": 0.5340771841030655, + "TN": 74467119, + "TP": 27858, + "n_pred": 48094, + "n_ref": 31925 + }, + "15": { + "Dice": 0.8011704356621632, + "FN": 8181, + "FP": 2827, + "IoU": 0.6682938588561441, + "TN": 74486094, + "TP": 22178, + "n_pred": 25005, + "n_ref": 30359 + }, + "2": { + "Dice": 0.9587095028839184, + "FN": 2699, + "FP": 9206, + "IoU": 0.920693606192627, + "TN": 74369166, + "TP": 138209, + "n_pred": 147415, + "n_ref": 140908 + }, + "3": { + "Dice": 0.9557531707254926, + "FN": 5604, + "FP": 8288, + "IoU": 0.9152559949734336, + "TN": 74355351, + "TP": 150037, + "n_pred": 158325, + "n_ref": 155641 + }, + "4": { + "Dice": 0.6223669482039279, + "FN": 7162, + "FP": 260, + "IoU": 0.4517654010932191, + "TN": 74505742, + "TP": 6116, + "n_pred": 6376, + "n_ref": 13278 + }, + "5": { + "Dice": 0.6638879124190228, + "FN": 3544, + "FP": 3149, + "IoU": 0.4968804029166353, + "TN": 74505977, + "TP": 6610, + "n_pred": 9759, + "n_ref": 10154 + }, + "6": { + "Dice": 0.9640998488411413, + "FN": 56390, + "FP": 59011, + "IoU": 0.9306880086489083, + "TN": 72854330, + "TP": 1549549, + "n_pred": 1608560, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.7579534534209063, + "FN": 62291, + "FP": 4707, + "IoU": 0.610245610769177, + "TN": 74347382, + "TP": 104900, + "n_pred": 109607, + "n_ref": 167191 + }, + "8": { + "Dice": 0.9626751790719402, + "FN": 2556, + "FP": 2238, + "IoU": 0.9280363871083958, + "TN": 74452663, + "TP": 61823, + "n_pred": 64061, + "n_ref": 64379 + }, + "9": { + "Dice": 0.911698351173423, + "FN": 9005, + "FP": 7238, + "IoU": 0.8377257832480819, + "TN": 74419184, + "TP": 83853, + "n_pred": 91091, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9471369718756754, + "FN": 6807, + "FP": 24015, + "IoU": 0.8995823260723664, + "TN": 65744242, + "TP": 276116, + "n_pred": 300131, + "n_ref": 282923 + }, + "10": { + "Dice": 0.7102745137382275, + "FN": 26895, + "FP": 19311, + "IoU": 0.5507175916922717, + "TN": 65948336, + "TP": 56638, + "n_pred": 75949, + "n_ref": 83533 + }, + "11": { + "Dice": 0.60832410191486, + "FN": 1715, + "FP": 760, + "IoU": 0.4371162156015465, + "TN": 66046783, + "TP": 1922, + "n_pred": 2682, + "n_ref": 3637 + }, + "12": { + "Dice": 0.5987787356321839, + "FN": 1359, + "FP": 875, + "IoU": 0.42732632658292746, + "TN": 66047279, + "TP": 1667, + "n_pred": 2542, + "n_ref": 3026 + }, + "13": { + "Dice": 0.7662868377440838, + "FN": 10404, + "FP": 12301, + "IoU": 0.6211223655447461, + "TN": 65991253, + "TP": 37222, + "n_pred": 49523, + "n_ref": 47626 + }, + "14": { + "Dice": 0.9162610856602965, + "FN": 967, + "FP": 9580, + "IoU": 0.8454629371858928, + "TN": 65982931, + "TP": 57702, + "n_pred": 67282, + "n_ref": 58669 + }, + "15": { + "Dice": 0.7978460195022559, + "FN": 5409, + "FP": 4314, + "IoU": 0.663680387409201, + "TN": 66022270, + "TP": 19187, + "n_pred": 23501, + "n_ref": 24596 + }, + "2": { + "Dice": 0.9660753471582235, + "FN": 5052, + "FP": 4703, + "IoU": 0.9343769340473052, + "TN": 65902528, + "TP": 138897, + "n_pred": 143600, + "n_ref": 143949 + }, + "3": { + "Dice": 0.9639417621581883, + "FN": 6040, + "FP": 5241, + "IoU": 0.9303934151097071, + "TN": 65889112, + "TP": 150787, + "n_pred": 156028, + "n_ref": 156827 + }, + "4": { + "Dice": 0.9140171318608334, + "FN": 2692, + "FP": 2357, + "IoU": 0.8416496785322252, + "TN": 66019295, + "TP": 26836, + "n_pred": 29193, + "n_ref": 29528 + }, + "5": { + "Dice": 0.8262765663814519, + "FN": 2495, + "FP": 652, + "IoU": 0.7039789295456683, + "TN": 66040549, + "TP": 7484, + "n_pred": 8136, + "n_ref": 9979 + }, + "6": { + "Dice": 0.9683827804323625, + "FN": 25757, + "FP": 39393, + "IoU": 0.9387035831354411, + "TN": 64988312, + "TP": 997718, + "n_pred": 1037111, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.9187640865354078, + "FN": 137603, + "FP": 10751, + "IoU": 0.8497350810254, + "TN": 65063897, + "TP": 838929, + "n_pred": 849680, + "n_ref": 976532 + }, + "8": { + "Dice": 0.9642751770259638, + "FN": 2860, + "FP": 2952, + "IoU": 0.9310148367952522, + "TN": 65966930, + "TP": 78438, + "n_pred": 81390, + "n_ref": 81298 + }, + "9": { + "Dice": 0.8956367303321744, + "FN": 10578, + "FP": 3290, + "IoU": 0.8109982964224872, + "TN": 65977805, + "TP": 59507, + "n_pred": 62797, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9814859840048757, + "FN": 2267, + "FP": 3444, + "IoU": 0.9636450442421541, + "TN": 113315450, + "TP": 151379, + "n_pred": 154823, + "n_ref": 153646 + }, + "10": { + "Dice": 0.8934028553993391, + "FN": 6632, + "FP": 11011, + "IoU": 0.8073424549832382, + "TN": 113380963, + "TP": 73934, + "n_pred": 84945, + "n_ref": 80566 + }, + "11": { + "Dice": 0.696671839972409, + "FN": 1210, + "FP": 549, + "IoU": 0.5345329452236042, + "TN": 113468761, + "TP": 2020, + "n_pred": 2569, + "n_ref": 3230 + }, + "12": { + "Dice": 0.8495183545951576, + "FN": 820, + "FP": 336, + "IoU": 0.7384023534736366, + "TN": 113468121, + "TP": 3263, + "n_pred": 3599, + "n_ref": 4083 + }, + "13": { + "Dice": 0.6791715315498249, + "FN": 23360, + "FP": 27200, + "IoU": 0.5142011606902648, + "TN": 113368464, + "TP": 53516, + "n_pred": 80716, + "n_ref": 76876 + }, + "14": { + "Dice": 0.9677608985457228, + "FN": 8425, + "FP": 8576, + "IoU": 0.9375355934320703, + "TN": 113200369, + "TP": 255170, + "n_pred": 263746, + "n_ref": 263595 + }, + "15": { + "Dice": 0.7003982377498605, + "FN": 3680, + "FP": 11893, + "IoU": 0.538932970156324, + "TN": 113438764, + "TP": 18203, + "n_pred": 30096, + "n_ref": 21883 + }, + "2": { + "Dice": 0.9699632718044106, + "FN": 4021, + "FP": 3601, + "IoU": 0.9416783355906005, + "TN": 113341851, + "TP": 123067, + "n_pred": 126668, + "n_ref": 127088 + }, + "3": { + "Dice": 0.974806352858992, + "FN": 1688, + "FP": 4443, + "IoU": 0.9508509495522794, + "TN": 113347797, + "TP": 118612, + "n_pred": 123055, + "n_ref": 120300 + }, + "4": { + "Dice": 0.8052427342541586, + "FN": 1418, + "FP": 12936, + "IoU": 0.6739801944217316, + "TN": 113428512, + "TP": 29674, + "n_pred": 42610, + "n_ref": 31092 + }, + "5": { + "Dice": 0.6696304981516765, + "FN": 12266, + "FP": 8021, + "IoU": 0.5033417386833794, + "TN": 113431693, + "TP": 20560, + "n_pred": 28581, + "n_ref": 32826 + }, + "6": { + "Dice": 0.9627385519609721, + "FN": 35835, + "FP": 49916, + "IoU": 0.9281541830953581, + "TN": 112278998, + "TP": 1107791, + "n_pred": 1157707, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.8947231313557115, + "FN": 29122, + "FP": 15332, + "IoU": 0.8095013627247639, + "TN": 113239184, + "TP": 188902, + "n_pred": 204234, + "n_ref": 218024 + }, + "8": { + "Dice": 0.9545863287959311, + "FN": 13940, + "FP": 5150, + "IoU": 0.9131182756549125, + "TN": 113252816, + "TP": 200634, + "n_pred": 205784, + "n_ref": 214574 + }, + "9": { + "Dice": 0.9143964931062919, + "FN": 11433, + "FP": 6318, + "IoU": 0.8422932380926997, + "TN": 113359983, + "TP": 94806, + "n_pred": 101124, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8729199780569113, + "FN": 3071, + "FP": 33067, + "IoU": 0.7744968955726811, + "TN": 75036473, + "TP": 124117, + "n_pred": 157184, + "n_ref": 127188 + }, + "10": { + "Dice": 0.8831846695428919, + "FN": 16636, + "FP": 5431, + "IoU": 0.7908063629296779, + "TN": 75091242, + "TP": 83419, + "n_pred": 88850, + "n_ref": 100055 + }, + "11": { + "Dice": 0.6950766747376916, + "FN": 1391, + "FP": 498, + "IoU": 0.5326571004453241, + "TN": 75192686, + "TP": 2153, + "n_pred": 2651, + "n_ref": 3544 + }, + "12": { + "Dice": 0.5784235668789809, + "FN": 1653, + "FP": 465, + "IoU": 0.4068888266591991, + "TN": 75193157, + "TP": 1453, + "n_pred": 1918, + "n_ref": 3106 + }, + "13": { + "Dice": 0.6863011681979961, + "FN": 15634, + "FP": 20591, + "IoU": 0.5224189529472255, + "TN": 75120877, + "TP": 39626, + "n_pred": 60217, + "n_ref": 55260 + }, + "14": { + "Dice": 0.9436594946356335, + "FN": 4288, + "FP": 11088, + "IoU": 0.8933288933288933, + "TN": 75052584, + "TP": 128768, + "n_pred": 139856, + "n_ref": 133056 + }, + "15": { + "Dice": 0.7642908195075959, + "FN": 23553, + "FP": 7447, + "IoU": 0.6185037965025413, + "TN": 75115469, + "TP": 50259, + "n_pred": 57706, + "n_ref": 73812 + }, + "2": { + "Dice": 0.9454609127731415, + "FN": 3225, + "FP": 13283, + "IoU": 0.8965631755380807, + "TN": 75037133, + "TP": 143087, + "n_pred": 156370, + "n_ref": 146312 + }, + "3": { + "Dice": 0.9578409485538523, + "FN": 2711, + "FP": 10036, + "IoU": 0.9190928651674696, + "TN": 75039177, + "TP": 144804, + "n_pred": 154840, + "n_ref": 147515 + }, + "4": { + "Dice": 0.9112920218369888, + "FN": 1176, + "FP": 3455, + "IoU": 0.8370399042860159, + "TN": 75168310, + "TP": 23787, + "n_pred": 27242, + "n_ref": 24963 + }, + "5": { + "Dice": 0.8530722484807562, + "FN": 1384, + "FP": 792, + "IoU": 0.7437890027081125, + "TN": 75188235, + "TP": 6317, + "n_pred": 7109, + "n_ref": 7701 + }, + "6": { + "Dice": 0.9792039716451724, + "FN": 23396, + "FP": 28982, + "IoU": 0.9592552718130307, + "TN": 73911212, + "TP": 1233138, + "n_pred": 1262120, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.9334254912689955, + "FN": 5963, + "FP": 14842, + "IoU": 0.8751620103686636, + "TN": 75030072, + "TP": 145851, + "n_pred": 160693, + "n_ref": 151814 + }, + "8": { + "Dice": 0.9403477637248765, + "FN": 7378, + "FP": 2437, + "IoU": 0.8874116729375058, + "TN": 75109552, + "TP": 77361, + "n_pred": 79798, + "n_ref": 84739 + }, + "9": { + "Dice": 0.8579329962073325, + "FN": 12085, + "FP": 9491, + "IoU": 0.7512107375121074, + "TN": 75110004, + "TP": 65148, + "n_pred": 74639, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9769671031559989, + "FN": 5380, + "FP": 4544, + "IoU": 0.954971346639866, + "TN": 86707479, + "TP": 210469, + "n_pred": 215013, + "n_ref": 215849 + }, + "10": { + "Dice": 0.691917339202739, + "FN": 12243, + "FP": 38147, + "IoU": 0.5289553634026641, + "TN": 86820897, + "TP": 56585, + "n_pred": 94732, + "n_ref": 68828 + }, + "11": { + "Dice": 0.660621174336885, + "FN": 1133, + "FP": 364, + "IoU": 0.49322951929587, + "TN": 86924918, + "TP": 1457, + "n_pred": 1821, + "n_ref": 2590 + }, + "12": { + "Dice": 0.6420508896116319, + "FN": 1559, + "FP": 2183, + "IoU": 0.4728092420400113, + "TN": 86920774, + "TP": 3356, + "n_pred": 5539, + "n_ref": 4915 + }, + "13": { + "Dice": 0.5863298443480898, + "FN": 19594, + "FP": 30875, + "IoU": 0.4147571779767151, + "TN": 86841636, + "TP": 35767, + "n_pred": 66642, + "n_ref": 55361 + }, + "14": { + "Dice": 0.8845774180232245, + "FN": 9349, + "FP": 9944, + "IoU": 0.7930424148806076, + "TN": 86834650, + "TP": 73929, + "n_pred": 83873, + "n_ref": 83278 + }, + "15": { + "Dice": 0.8773415920314723, + "FN": 31633, + "FP": 5002, + "IoU": 0.7814857892696311, + "TN": 86760217, + "TP": 131020, + "n_pred": 136022, + "n_ref": 162653 + }, + "2": { + "Dice": 0.9404839869020046, + "FN": 6461, + "FP": 8443, + "IoU": 0.8876543395998854, + "TN": 86795210, + "TP": 117758, + "n_pred": 126201, + "n_ref": 124219 + }, + "3": { + "Dice": 0.9476269510989614, + "FN": 15052, + "FP": 2114, + "IoU": 0.9004667613718725, + "TN": 86755407, + "TP": 155299, + "n_pred": 157413, + "n_ref": 170351 + }, + "4": { + "Dice": 0.8164117210886221, + "FN": 1658, + "FP": 5027, + "IoU": 0.6897767877859762, + "TN": 86906323, + "TP": 14864, + "n_pred": 19891, + "n_ref": 16522 + }, + "5": { + "Dice": 0.8425765907305577, + "FN": 110, + "FP": 1894, + "IoU": 0.7279761096782951, + "TN": 86920505, + "TP": 5363, + "n_pred": 7257, + "n_ref": 5473 + }, + "6": { + "Dice": 0.9593253852379006, + "FN": 24462, + "FP": 73044, + "IoU": 0.9218302931865062, + "TN": 85680509, + "TP": 1149857, + "n_pred": 1222901, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.9163392355307098, + "FN": 145272, + "FP": 15037, + "IoU": 0.8455960255970658, + "TN": 85889628, + "TP": 877935, + "n_pred": 892972, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.9366066893999855, + "FN": 2751, + "FP": 4239, + "IoU": 0.8807716581097447, + "TN": 86869245, + "TP": 51637, + "n_pred": 55876, + "n_ref": 54388 + }, + "9": { + "Dice": 0.8219367904919256, + "FN": 4494, + "FP": 15552, + "IoU": 0.6977017734346724, + "TN": 86861560, + "TP": 46266, + "n_pred": 61818, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7115486406621848, + "FN": 3101, + "FP": 66108, + "IoU": 0.5522510690879919, + "TN": 37595029, + "TP": 85362, + "n_pred": 151470, + "n_ref": 88463 + }, + "10": { + "Dice": 0.8023850403105405, + "FN": 16249, + "FP": 4929, + "IoU": 0.6699858195814439, + "TN": 37685427, + "TP": 42995, + "n_pred": 47924, + "n_ref": 59244 + }, + "11": { + "Dice": 0.8137432188065099, + "FN": 338, + "FP": 692, + "IoU": 0.6859756097560976, + "TN": 37746320, + "TP": 2250, + "n_pred": 2942, + "n_ref": 2588 + }, + "12": { + "Dice": 0.6968983117393012, + "FN": 1142, + "FP": 402, + "IoU": 0.5347996384453149, + "TN": 37746281, + "TP": 1775, + "n_pred": 2177, + "n_ref": 2917 + }, + "13": { + "Dice": 0.759496251330721, + "FN": 11354, + "FP": 9882, + "IoU": 0.6122482516844084, + "TN": 37694833, + "TP": 33531, + "n_pred": 43413, + "n_ref": 44885 + }, + "14": { + "Dice": 0.3908675488669413, + "FN": 8280, + "FP": 278449, + "IoU": 0.24290576489941196, + "TN": 37370877, + "TP": 91994, + "n_pred": 370443, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 11588, + "IoU": 0.0, + "TN": 37738012, + "TP": 0, + "n_pred": 11588, + "n_ref": 0 + }, + "2": { + "Dice": 0.8103821615377024, + "FN": 30435, + "FP": 2228, + "IoU": 0.6812121803630685, + "TN": 37647140, + "TP": 69797, + "n_pred": 72025, + "n_ref": 100232 + }, + "3": { + "Dice": 0.9490318649575735, + "FN": 4592, + "FP": 4442, + "IoU": 0.903007268549833, + "TN": 37656459, + "TP": 84107, + "n_pred": 88549, + "n_ref": 88699 + }, + "4": { + "Dice": 0.0, + "FN": 11694, + "FP": 1996, + "IoU": 0.0, + "TN": 37735910, + "TP": 0, + "n_pred": 1996, + "n_ref": 11694 + }, + "5": { + "Dice": 0.803713648568698, + "FN": 1219, + "FP": 3094, + "IoU": 0.671840523472571, + "TN": 37736457, + "TP": 8830, + "n_pred": 11924, + "n_ref": 10049 + }, + "6": { + "Dice": 0.9152346585011117, + "FN": 109466, + "FP": 7796, + "IoU": 0.8437167223986661, + "TN": 36999283, + "TP": 633055, + "n_pred": 640851, + "n_ref": 742521 + }, + "7": { + "Dice": 0.9382516929939222, + "FN": 27665, + "FP": 14142, + "IoU": 0.8836856030781985, + "TN": 37390169, + "TP": 317624, + "n_pred": 331766, + "n_ref": 345289 + }, + "8": { + "Dice": 0.9365641888898733, + "FN": 4089, + "FP": 5935, + "IoU": 0.8806964925435308, + "TN": 37665579, + "TP": 73997, + "n_pred": 79932, + "n_ref": 78086 + }, + "9": { + "Dice": 0.8842454571266326, + "FN": 4942, + "FP": 8104, + "IoU": 0.7925089463220676, + "TN": 37686725, + "TP": 49829, + "n_pred": 57933, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9624264759413464, + "FN": 6339, + "FP": 8628, + "IoU": 0.9275742428128312, + "TN": 75700035, + "TP": 191686, + "n_pred": 200314, + "n_ref": 198025 + }, + "10": { + "Dice": 0.9204795975851561, + "FN": 10355, + "FP": 7572, + "IoU": 0.8526745724546567, + "TN": 75785005, + "TP": 103756, + "n_pred": 111328, + "n_ref": 114111 + }, + "11": { + "Dice": 0.6929406669553919, + "FN": 1142, + "FP": 1694, + "IoU": 0.5301524188204109, + "TN": 75900652, + "TP": 3200, + "n_pred": 4894, + "n_ref": 4342 + }, + "12": { + "Dice": 0.8171348616941125, + "FN": 788, + "FP": 911, + "IoU": 0.6908098271155596, + "TN": 75901193, + "TP": 3796, + "n_pred": 4707, + "n_ref": 4584 + }, + "13": { + "Dice": 0.7879180419754624, + "FN": 9872, + "FP": 7155, + "IoU": 0.6500534363696152, + "TN": 75858032, + "TP": 31629, + "n_pred": 38784, + "n_ref": 41501 + }, + "14": { + "Dice": 0.9152968645012594, + "FN": 1762, + "FP": 20803, + "IoU": 0.8438224566211942, + "TN": 75762205, + "TP": 121918, + "n_pred": 142721, + "n_ref": 123680 + }, + "15": { + "Dice": 0.7893221851245819, + "FN": 62090, + "FP": 4733, + "IoU": 0.651967167008677, + "TN": 75714686, + "TP": 125179, + "n_pred": 129912, + "n_ref": 187269 + }, + "2": { + "Dice": 0.9656479227033267, + "FN": 4922, + "FP": 8439, + "IoU": 0.9335775930639516, + "TN": 75705536, + "TP": 187791, + "n_pred": 196230, + "n_ref": 192713 + }, + "3": { + "Dice": 0.9692293800728382, + "FN": 9721, + "FP": 5614, + "IoU": 0.9402958925442866, + "TN": 75649838, + "TP": 241515, + "n_pred": 247129, + "n_ref": 251236 + }, + "4": { + "Dice": 0.8905731880625296, + "FN": 1977, + "FP": 4953, + "IoU": 0.802732707087959, + "TN": 75871558, + "TP": 28200, + "n_pred": 33153, + "n_ref": 30177 + }, + "5": { + "Dice": 0.8681910217788533, + "FN": 839, + "FP": 1830, + "IoU": 0.7670826424644385, + "TN": 75895229, + "TP": 8790, + "n_pred": 10620, + "n_ref": 9629 + }, + "6": { + "Dice": 0.9758964559184223, + "FN": 58715, + "FP": 22704, + "IoU": 0.9529275253056684, + "TN": 74177036, + "TP": 1648233, + "n_pred": 1670937, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.941827804814649, + "FN": 12859, + "FP": 19367, + "IoU": 0.8900515521953183, + "TN": 75613587, + "TP": 260875, + "n_pred": 280242, + "n_ref": 273734 + }, + "8": { + "Dice": 0.9511363011060364, + "FN": 5322, + "FP": 3558, + "IoU": 0.9068254551177798, + "TN": 75811383, + "TP": 86425, + "n_pred": 89983, + "n_ref": 91747 + }, + "9": { + "Dice": 0.8844773653635218, + "FN": 12430, + "FP": 4632, + "IoU": 0.7928815946005001, + "TN": 75824310, + "TP": 65316, + "n_pred": 69948, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9742771643362841, + "FN": 1608, + "FP": 3326, + "IoU": 0.9498444711000874, + "TN": 61289376, + "TP": 93440, + "n_pred": 96766, + "n_ref": 95048 + }, + "10": { + "Dice": 0.9079617753669108, + "FN": 6413, + "FP": 8111, + "IoU": 0.8314377234111694, + "TN": 61301586, + "TP": 71640, + "n_pred": 79751, + "n_ref": 78053 + }, + "11": { + "Dice": 0.8326601269474899, + "FN": 456, + "FP": 704, + "IoU": 0.7132970835392981, + "TN": 61383704, + "TP": 2886, + "n_pred": 3590, + "n_ref": 3342 + }, + "12": { + "Dice": 0.8033690658499234, + "FN": 746, + "FP": 538, + "IoU": 0.6713590990529819, + "TN": 61383843, + "TP": 2623, + "n_pred": 3161, + "n_ref": 3369 + }, + "13": { + "Dice": 0.6955672636356808, + "FN": 7044, + "FP": 21327, + "IoU": 0.5332335230824915, + "TN": 61326968, + "TP": 32411, + "n_pred": 53738, + "n_ref": 39455 + }, + "14": { + "Dice": 0.9167880100863018, + "FN": 1925, + "FP": 9790, + "IoU": 0.8463606557377049, + "TN": 61311500, + "TP": 64535, + "n_pred": 74325, + "n_ref": 66460 + }, + "15": { + "Dice": 0.9071878743101499, + "FN": 2211, + "FP": 6080, + "IoU": 0.8301407469627747, + "TN": 61338939, + "TP": 40520, + "n_pred": 46600, + "n_ref": 42731 + }, + "2": { + "Dice": 0.9700431715278509, + "FN": 4189, + "FP": 3777, + "IoU": 0.9418289628380105, + "TN": 61250809, + "TP": 128975, + "n_pred": 132752, + "n_ref": 133164 + }, + "3": { + "Dice": 0.9739254852495435, + "FN": 4290, + "FP": 2635, + "IoU": 0.9491761770210267, + "TN": 61251495, + "TP": 129330, + "n_pred": 131965, + "n_ref": 133620 + }, + "4": { + "Dice": 0.7970328961513653, + "FN": 4148, + "FP": 3404, + "IoU": 0.6625558534405719, + "TN": 61365370, + "TP": 14828, + "n_pred": 18232, + "n_ref": 18976 + }, + "5": { + "Dice": 0.5824538412936139, + "FN": 15250, + "FP": 2593, + "IoU": 0.4108888008452192, + "TN": 61357462, + "TP": 12445, + "n_pred": 15038, + "n_ref": 27695 + }, + "6": { + "Dice": 0.9730993856600113, + "FN": 31631, + "FP": 21615, + "IoU": 0.9476081444214963, + "TN": 60371447, + "TP": 963057, + "n_pred": 984672, + "n_ref": 994688 + }, + "7": { + "Dice": 0.9363515523357707, + "FN": 14243, + "FP": 8310, + "IoU": 0.8803205179230014, + "TN": 61199305, + "TP": 165892, + "n_pred": 174202, + "n_ref": 180135 + }, + "8": { + "Dice": 0.9492097496636034, + "FN": 14581, + "FP": 10218, + "IoU": 0.9033294221750977, + "TN": 61131219, + "TP": 231732, + "n_pred": 241950, + "n_ref": 246313 + }, + "9": { + "Dice": 0.9200828313726971, + "FN": 6627, + "FP": 6070, + "IoU": 0.8519938918484152, + "TN": 61301963, + "TP": 73090, + "n_pred": 79160, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.978040423154845, + "FN": 2551, + "FP": 5665, + "IoU": 0.9570245685980154, + "TN": 39557621, + "TP": 182963, + "n_pred": 188628, + "n_ref": 185514 + }, + "10": { + "Dice": 0.7801751988729649, + "FN": 15005, + "FP": 5748, + "IoU": 0.6395797151788816, + "TN": 39691220, + "TP": 36827, + "n_pred": 42575, + "n_ref": 51832 + }, + "11": { + "Dice": 0.7639034627492131, + "FN": 847, + "FP": 503, + "IoU": 0.6179966044142614, + "TN": 39745266, + "TP": 2184, + "n_pred": 2687, + "n_ref": 3031 + }, + "12": { + "Dice": 0.8547879514461262, + "FN": 608, + "FP": 361, + "IoU": 0.7464014655849254, + "TN": 39744979, + "TP": 2852, + "n_pred": 3213, + "n_ref": 3460 + }, + "13": { + "Dice": 0.8084877018524222, + "FN": 7062, + "FP": 10348, + "IoU": 0.6785391163056925, + "TN": 39694641, + "TP": 36749, + "n_pred": 47097, + "n_ref": 43811 + }, + "14": { + "Dice": 0.4395440104653336, + "FN": 9813, + "FP": 50167, + "IoU": 0.2816766467065868, + "TN": 39665300, + "TP": 23520, + "n_pred": 73687, + "n_ref": 33333 + }, + "15": { + "Dice": 0.8207454013195263, + "FN": 4755, + "FP": 15758, + "IoU": 0.6959866022467913, + "TN": 39681326, + "TP": 46961, + "n_pred": 62719, + "n_ref": 51716 + }, + "2": { + "Dice": 0.9634522423943793, + "FN": 4440, + "FP": 4164, + "IoU": 0.9294817680373081, + "TN": 39626789, + "TP": 113407, + "n_pred": 117571, + "n_ref": 117847 + }, + "3": { + "Dice": 0.9669938478127608, + "FN": 3345, + "FP": 5593, + "IoU": 0.9360968913547059, + "TN": 39608932, + "TP": 130930, + "n_pred": 136523, + "n_ref": 134275 + }, + "4": { + "Dice": 0.9121933878421614, + "FN": 1962, + "FP": 2237, + "IoU": 0.838562091503268, + "TN": 39722790, + "TP": 21811, + "n_pred": 24048, + "n_ref": 23773 + }, + "5": { + "Dice": 0.8142613151152861, + "FN": 803, + "FP": 1807, + "IoU": 0.6867122794382428, + "TN": 39740469, + "TP": 5721, + "n_pred": 7528, + "n_ref": 6524 + }, + "6": { + "Dice": 0.9754478848534266, + "FN": 18179, + "FP": 27620, + "IoU": 0.9520724914162888, + "TN": 38793211, + "TP": 909790, + "n_pred": 937410, + "n_ref": 927969 + }, + "7": { + "Dice": 0.9550951753525273, + "FN": 50696, + "FP": 13376, + "IoU": 0.9140499238050267, + "TN": 39003344, + "TP": 681384, + "n_pred": 694760, + "n_ref": 732080 + }, + "8": { + "Dice": 0.9634614022483734, + "FN": 1926, + "FP": 1685, + "IoU": 0.9294988187977118, + "TN": 39697581, + "TP": 47608, + "n_pred": 49293, + "n_ref": 49534 + }, + "9": { + "Dice": 0.9124160691931262, + "FN": 1542, + "FP": 6154, + "IoU": 0.8389385346252851, + "TN": 39701017, + "TP": 40087, + "n_pred": 46241, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9617834394904459, + "FN": 4091, + "FP": 3289, + "IoU": 0.9263803680981595, + "TN": 101296363, + "TP": 92865, + "n_pred": 96154, + "n_ref": 96956 + }, + "10": { + "Dice": 0.8651300037532194, + "FN": 15545, + "FP": 5297, + "IoU": 0.7623163944895539, + "TN": 101308920, + "TP": 66846, + "n_pred": 72143, + "n_ref": 82391 + }, + "11": { + "Dice": 0.7356416315627248, + "FN": 1949, + "FP": 624, + "IoU": 0.5818300016252235, + "TN": 101390455, + "TP": 3580, + "n_pred": 4204, + "n_ref": 5529 + }, + "12": { + "Dice": 0.7628056757572708, + "FN": 1435, + "FP": 922, + "IoU": 0.6165609240279811, + "TN": 101390461, + "TP": 3790, + "n_pred": 4712, + "n_ref": 5225 + }, + "13": { + "Dice": 0.9174304509948564, + "FN": 4551, + "FP": 3620, + "IoU": 0.8474563614300382, + "TN": 101343043, + "TP": 45394, + "n_pred": 49014, + "n_ref": 49945 + }, + "14": { + "Dice": 0.9780191937049658, + "FN": 3791, + "FP": 3930, + "IoU": 0.9569839156280816, + "TN": 101217117, + "TP": 171770, + "n_pred": 175700, + "n_ref": 175561 + }, + "15": { + "Dice": 0.9133447210333379, + "FN": 3080, + "FP": 1435, + "IoU": 0.8405100851319368, + "TN": 101368299, + "TP": 23794, + "n_pred": 25229, + "n_ref": 26874 + }, + "2": { + "Dice": 0.9758503865330064, + "FN": 6467, + "FP": 2208, + "IoU": 0.9528396766459905, + "TN": 101212661, + "TP": 175272, + "n_pred": 177480, + "n_ref": 181739 + }, + "3": { + "Dice": 0.983530495041809, + "FN": 2682, + "FP": 2827, + "IoU": 0.9675946895054793, + "TN": 101226605, + "TP": 164494, + "n_pred": 167321, + "n_ref": 167176 + }, + "4": { + "Dice": 0.9195666762534752, + "FN": 554, + "FP": 1124, + "IoU": 0.8511091393078971, + "TN": 101385338, + "TP": 9592, + "n_pred": 10716, + "n_ref": 10146 + }, + "5": { + "Dice": 0.7877807114669392, + "FN": 10768, + "FP": 4182, + "IoU": 0.6498665042859151, + "TN": 101353910, + "TP": 27748, + "n_pred": 31930, + "n_ref": 38516 + }, + "6": { + "Dice": 0.9781549894585823, + "FN": 41506, + "FP": 38402, + "IoU": 0.9572439845259052, + "TN": 99527678, + "TP": 1789022, + "n_pred": 1827424, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.941833815644591, + "FN": 35482, + "FP": 17079, + "IoU": 0.8900622884847876, + "TN": 100918510, + "TP": 425537, + "n_pred": 442616, + "n_ref": 461019 + }, + "8": { + "Dice": 0.9606296742827457, + "FN": 10708, + "FP": 9375, + "IoU": 0.9242419670003847, + "TN": 101131514, + "TP": 245011, + "n_pred": 254386, + "n_ref": 255719 + }, + "9": { + "Dice": 0.9268949964763918, + "FN": 4415, + "FP": 8552, + "IoU": 0.8637505122358702, + "TN": 101301437, + "TP": 82204, + "n_pred": 90756, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8600160161737098, + "FN": 20465, + "FP": 43513, + "IoU": 0.7544106131097701, + "TN": 73622996, + "TP": 196530, + "n_pred": 240043, + "n_ref": 216995 + }, + "10": { + "Dice": 0.3427832515777194, + "FN": 51453, + "FP": 42065, + "IoU": 0.2068427391311723, + "TN": 73765598, + "TP": 24388, + "n_pred": 66453, + "n_ref": 75841 + }, + "11": { + "Dice": 0.6402452063582579, + "FN": 1768, + "FP": 3279, + "IoU": 0.47085342839169636, + "TN": 73873966, + "TP": 4491, + "n_pred": 7770, + "n_ref": 6259 + }, + "12": { + "Dice": 0.4633132126089873, + "FN": 3814, + "FP": 187, + "IoU": 0.3015013966480447, + "TN": 73877776, + "TP": 1727, + "n_pred": 1914, + "n_ref": 5541 + }, + "13": { + "Dice": 0.019887127116366567, + "FN": 60314, + "FP": 30861, + "IoU": 0.01004343105320304, + "TN": 73791404, + "TP": 925, + "n_pred": 31786, + "n_ref": 61239 + }, + "14": { + "Dice": 0.766950984992777, + "FN": 17789, + "FP": 32867, + "IoU": 0.6219955376131454, + "TN": 73749495, + "TP": 83353, + "n_pred": 116220, + "n_ref": 101142 + }, + "15": { + "Dice": 0.771150325310053, + "FN": 73070, + "FP": 15428, + "IoU": 0.6275383728319929, + "TN": 73645901, + "TP": 149105, + "n_pred": 164533, + "n_ref": 222175 + }, + "2": { + "Dice": 0.6825182832852326, + "FN": 88532, + "FP": 6843, + "IoU": 0.5180476318010238, + "TN": 73685611, + "TP": 102518, + "n_pred": 109361, + "n_ref": 191050 + }, + "3": { + "Dice": 0.7404540345103311, + "FN": 27791, + "FP": 84194, + "IoU": 0.5878737694360107, + "TN": 73611779, + "TP": 159740, + "n_pred": 243934, + "n_ref": 187531 + }, + "4": { + "Dice": 0.0, + "FN": 47888, + "FP": 3432, + "IoU": 0.0, + "TN": 73832184, + "TP": 0, + "n_pred": 3432, + "n_ref": 47888 + }, + "5": { + "Dice": 0.651424728923258, + "FN": 7378, + "FP": 916, + "IoU": 0.4830466217900773, + "TN": 73867460, + "TP": 7750, + "n_pred": 8666, + "n_ref": 15128 + }, + "6": { + "Dice": 0.8359755593733909, + "FN": 239367, + "FP": 334328, + "IoU": 0.718176981682081, + "TN": 71847847, + "TP": 1461962, + "n_pred": 1796290, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.4897199520335106, + "FN": 68665, + "FP": 147930, + "IoU": 0.32425771147072496, + "TN": 73562975, + "TP": 103934, + "n_pred": 251864, + "n_ref": 172599 + }, + "8": { + "Dice": 0.8558660372362753, + "FN": 13182, + "FP": 9137, + "IoU": 0.7480470513862548, + "TN": 73794920, + "TP": 66265, + "n_pred": 75402, + "n_ref": 79447 + }, + "9": { + "Dice": 0.7780040132200189, + "FN": 11086, + "FP": 34052, + "IoU": 0.6366665861727561, + "TN": 73759271, + "TP": 79095, + "n_pred": 113147, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9676890465363688, + "FN": 4966, + "FP": 7213, + "IoU": 0.9374007350106653, + "TN": 69301221, + "TP": 182376, + "n_pred": 189589, + "n_ref": 187342 + }, + "10": { + "Dice": 0.7882532833413628, + "FN": 11025, + "FP": 19302, + "IoU": 0.6505099394987035, + "TN": 69409001, + "TP": 56448, + "n_pred": 75750, + "n_ref": 67473 + }, + "11": { + "Dice": 0.7903671535728385, + "FN": 458, + "FP": 1135, + "IoU": 0.6533942558746736, + "TN": 69491180, + "TP": 3003, + "n_pred": 4138, + "n_ref": 3461 + }, + "12": { + "Dice": 0.5604415823367065, + "FN": 1629, + "FP": 760, + "IoU": 0.38931492842535786, + "TN": 69491864, + "TP": 1523, + "n_pred": 2283, + "n_ref": 3152 + }, + "13": { + "Dice": 0.7712343587335933, + "FN": 21145, + "FP": 12476, + "IoU": 0.6276496777194498, + "TN": 69405482, + "TP": 56673, + "n_pred": 69149, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9593611192999076, + "FN": 6218, + "FP": 6051, + "IoU": 0.9218962861107928, + "TN": 69338690, + "TP": 144817, + "n_pred": 150868, + "n_ref": 151035 + }, + "15": { + "Dice": 0.9252541359378115, + "FN": 10440, + "FP": 3060, + "IoU": 0.8609050445103857, + "TN": 69398720, + "TP": 83556, + "n_pred": 86616, + "n_ref": 93996 + }, + "2": { + "Dice": 0.9601023204339341, + "FN": 5272, + "FP": 6769, + "IoU": 0.923266143679223, + "TN": 69338857, + "TP": 144878, + "n_pred": 151647, + "n_ref": 150150 + }, + "3": { + "Dice": 0.9678192590938867, + "FN": 7836, + "FP": 3119, + "IoU": 0.9376451436637676, + "TN": 69320088, + "TP": 164733, + "n_pred": 167852, + "n_ref": 172569 + }, + "4": { + "Dice": 0.736981860285604, + "FN": 13250, + "FP": 3787, + "IoU": 0.5835085317557327, + "TN": 69454870, + "TP": 23869, + "n_pred": 27656, + "n_ref": 37119 + }, + "5": { + "Dice": 0.8712974666153762, + "FN": 3238, + "FP": 1446, + "IoU": 0.7719460538487755, + "TN": 69475237, + "TP": 15855, + "n_pred": 17301, + "n_ref": 19093 + }, + "6": { + "Dice": 0.9730771244858304, + "FN": 46724, + "FP": 30909, + "IoU": 0.9475659250443913, + "TN": 68015193, + "TP": 1402950, + "n_pred": 1433859, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.9434067239288348, + "FN": 11165, + "FP": 25047, + "IoU": 0.8928759488578207, + "TN": 69157738, + "TP": 301826, + "n_pred": 326873, + "n_ref": 312991 + }, + "8": { + "Dice": 0.8781575621401488, + "FN": 10518, + "FP": 11173, + "IoU": 0.782781549800717, + "TN": 69395918, + "TP": 78167, + "n_pred": 89340, + "n_ref": 88685 + }, + "9": { + "Dice": 0.8669896120695345, + "FN": 14685, + "FP": 5469, + "IoU": 0.7652088818472006, + "TN": 69409938, + "TP": 65684, + "n_pred": 71153, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9523357848742733, + "FN": 4618, + "FP": 15181, + "IoU": 0.9090086032574727, + "TN": 50615960, + "TP": 197793, + "n_pred": 212974, + "n_ref": 202411 + }, + "10": { + "Dice": 0.8981252970938524, + "FN": 6877, + "FP": 8768, + "IoU": 0.8150884077155824, + "TN": 50748944, + "TP": 68963, + "n_pred": 77731, + "n_ref": 75840 + }, + "11": { + "Dice": 0.8490985807441503, + "FN": 1195, + "FP": 772, + "IoU": 0.7377682975603252, + "TN": 50826051, + "TP": 5534, + "n_pred": 6306, + "n_ref": 6729 + }, + "12": { + "Dice": 0.6189512046973071, + "FN": 3242, + "FP": 522, + "IoU": 0.4481747544348336, + "TN": 50826731, + "TP": 3057, + "n_pred": 3579, + "n_ref": 6299 + }, + "13": { + "Dice": 0.7386827416834115, + "FN": 6906, + "FP": 22355, + "IoU": 0.585643886827721, + "TN": 50762934, + "TP": 41357, + "n_pred": 63712, + "n_ref": 48263 + }, + "14": { + "Dice": 0.643023643023643, + "FN": 23703, + "FP": 6313, + "IoU": 0.47386503067484664, + "TN": 50776502, + "TP": 27034, + "n_pred": 33347, + "n_ref": 50737 + }, + "15": { + "Dice": 0.48119202684033946, + "FN": 22565, + "FP": 3723, + "IoU": 0.3168221627381169, + "TN": 50795073, + "TP": 12191, + "n_pred": 15914, + "n_ref": 34756 + }, + "2": { + "Dice": 0.9508115953929493, + "FN": 15223, + "FP": 5144, + "IoU": 0.9062353255315035, + "TN": 50616338, + "TP": 196847, + "n_pred": 201991, + "n_ref": 212070 + }, + "3": { + "Dice": 0.9508519098686589, + "FN": 5857, + "FP": 14537, + "IoU": 0.906308574368775, + "TN": 50615880, + "TP": 197278, + "n_pred": 211815, + "n_ref": 203135 + }, + "4": { + "Dice": 0.8320778331404822, + "FN": 347, + "FP": 6764, + "IoU": 0.7124428808281774, + "TN": 50808823, + "TP": 17618, + "n_pred": 24382, + "n_ref": 17965 + }, + "5": { + "Dice": 0.886897039745253, + "FN": 1564, + "FP": 1313, + "IoU": 0.7967789785971604, + "TN": 50819395, + "TP": 11280, + "n_pred": 12593, + "n_ref": 12844 + }, + "6": { + "Dice": 0.9852582137210034, + "FN": 29498, + "FP": 35345, + "IoU": 0.9709447536736338, + "TN": 48601838, + "TP": 2166871, + "n_pred": 2202216, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.8449950521428028, + "FN": 6349, + "FP": 75103, + "IoU": 0.7315943136957682, + "TN": 50530086, + "TP": 222014, + "n_pred": 297117, + "n_ref": 228363 + }, + "8": { + "Dice": 0.9618867980281011, + "FN": 5267, + "FP": 2472, + "IoU": 0.9265721659266006, + "TN": 50728156, + "TP": 97657, + "n_pred": 100129, + "n_ref": 102924 + }, + "9": { + "Dice": 0.9126111334840928, + "FN": 12008, + "FP": 7739, + "IoU": 0.8392684177539741, + "TN": 50710695, + "TP": 103110, + "n_pred": 110849, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9757574607031665, + "FN": 6357, + "FP": 3859, + "IoU": 0.9526625025485145, + "TN": 76669048, + "TP": 205596, + "n_pred": 209455, + "n_ref": 211953 + }, + "10": { + "Dice": 0.7583592873616075, + "FN": 10538, + "FP": 24143, + "IoU": 0.6107719243114633, + "TN": 76795758, + "TP": 54421, + "n_pred": 78564, + "n_ref": 64959 + }, + "11": { + "Dice": 0.7749212141316968, + "FN": 538, + "FP": 819, + "IoU": 0.6325480639046845, + "TN": 76881167, + "TP": 2336, + "n_pred": 3155, + "n_ref": 2874 + }, + "12": { + "Dice": 0.7866952789699571, + "FN": 776, + "FP": 218, + "IoU": 0.6483905199858507, + "TN": 76882033, + "TP": 1833, + "n_pred": 2051, + "n_ref": 2609 + }, + "13": { + "Dice": 0.5691518919655683, + "FN": 15641, + "FP": 25452, + "IoU": 0.39777240419139737, + "TN": 76816625, + "TP": 27142, + "n_pred": 52594, + "n_ref": 42783 + }, + "14": { + "Dice": 0.8915366634627963, + "FN": 3130, + "FP": 15941, + "IoU": 0.8042996408414571, + "TN": 76787410, + "TP": 78379, + "n_pred": 94320, + "n_ref": 81509 + }, + "15": { + "Dice": 0.8320353863682058, + "FN": 8978, + "FP": 3553, + "IoU": 0.712380646345942, + "TN": 76841292, + "TP": 31037, + "n_pred": 34590, + "n_ref": 40015 + }, + "2": { + "Dice": 0.9523442040376902, + "FN": 3938, + "FP": 6066, + "IoU": 0.9090239444176678, + "TN": 76774897, + "TP": 99959, + "n_pred": 106025, + "n_ref": 103897 + }, + "3": { + "Dice": 0.9589013026796371, + "FN": 3815, + "FP": 4208, + "IoU": 0.9210474522230313, + "TN": 76783242, + "TP": 93595, + "n_pred": 97803, + "n_ref": 97410 + }, + "4": { + "Dice": 0.9469627381285195, + "FN": 1171, + "FP": 1485, + "IoU": 0.89926802442447, + "TN": 76858493, + "TP": 23711, + "n_pred": 25196, + "n_ref": 24882 + }, + "5": { + "Dice": 0.8828026776309083, + "FN": 2765, + "FP": 684, + "IoU": 0.790194050733013, + "TN": 76868421, + "TP": 12990, + "n_pred": 13674, + "n_ref": 15755 + }, + "6": { + "Dice": 0.9734807524999384, + "FN": 25532, + "FP": 34700, + "IoU": 0.9483317091917265, + "TN": 75719116, + "TP": 1105512, + "n_pred": 1140212, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.9060730430644778, + "FN": 8827, + "FP": 22755, + "IoU": 0.8282756333226398, + "TN": 76700949, + "TP": 152329, + "n_pred": 175084, + "n_ref": 161156 + }, + "8": { + "Dice": 0.955853753403345, + "FN": 3581, + "FP": 3229, + "IoU": 0.9154404917116782, + "TN": 76804325, + "TP": 73725, + "n_pred": 76954, + "n_ref": 77306 + }, + "9": { + "Dice": 0.9192057202714397, + "FN": 11035, + "FP": 3157, + "IoU": 0.8504909190510302, + "TN": 76789936, + "TP": 80732, + "n_pred": 83889, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.842360239273318, + "FN": 10509, + "FP": 32183, + "IoU": 0.7276531679808109, + "TN": 130843176, + "TP": 114064, + "n_pred": 146247, + "n_ref": 124573 + }, + "10": { + "Dice": 0.825658278383349, + "FN": 11547, + "FP": 7886, + "IoU": 0.7030817888737796, + "TN": 130934483, + "TP": 46016, + "n_pred": 53902, + "n_ref": 57563 + }, + "11": { + "Dice": 0.6943111020324788, + "FN": 2169, + "FP": 824, + "IoU": 0.5317584480600751, + "TN": 130993540, + "TP": 3399, + "n_pred": 4223, + "n_ref": 5568 + }, + "12": { + "Dice": 0.8348287990811858, + "FN": 1487, + "FP": 814, + "IoU": 0.7164859536717595, + "TN": 130991816, + "TP": 5815, + "n_pred": 6629, + "n_ref": 7302 + }, + "13": { + "Dice": 0.6323178038958815, + "FN": 35942, + "FP": 13455, + "IoU": 0.462328021595263, + "TN": 130908060, + "TP": 42475, + "n_pred": 55930, + "n_ref": 78417 + }, + "14": { + "Dice": 0.35368299475212167, + "FN": 742793, + "FP": 341, + "IoU": 0.2148328624588733, + "TN": 130053466, + "TP": 203332, + "n_pred": 203673, + "n_ref": 946125 + }, + "15": { + "Dice": 0.17864014445135126, + "FN": 19275, + "FP": 36221, + "IoU": 0.09808064227787619, + "TN": 130938401, + "TP": 6035, + "n_pred": 42256, + "n_ref": 25310 + }, + "2": { + "Dice": 0.919461932282629, + "FN": 26510, + "FP": 7186, + "IoU": 0.8509296985945027, + "TN": 130773891, + "TP": 192345, + "n_pred": 199531, + "n_ref": 218855 + }, + "3": { + "Dice": 0.9402981148157696, + "FN": 14970, + "FP": 19071, + "IoU": 0.8873232443597077, + "TN": 130697820, + "TP": 268071, + "n_pred": 287142, + "n_ref": 283041 + }, + "4": { + "Dice": 0.0, + "FN": 2280, + "FP": 2663, + "IoU": 0.0, + "TN": 130994989, + "TP": 0, + "n_pred": 2663, + "n_ref": 2280 + }, + "5": { + "Dice": 0.6935086708230733, + "FN": 10482, + "FP": 1218, + "IoU": 0.5308176605044713, + "TN": 130974995, + "TP": 13237, + "n_pred": 14455, + "n_ref": 23719 + }, + "6": { + "Dice": 0.9590703345583101, + "FN": 65040, + "FP": 55134, + "IoU": 0.9213594024639071, + "TN": 129471790, + "TP": 1407968, + "n_pred": 1463102, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.8090566223777947, + "FN": 39962, + "FP": 37498, + "IoU": 0.6793409641297373, + "TN": 130758367, + "TP": 164105, + "n_pred": 201603, + "n_ref": 204067 + }, + "8": { + "Dice": 0.9503002569106592, + "FN": 5992, + "FP": 6563, + "IoU": 0.9053067443018117, + "TN": 130867346, + "TP": 120031, + "n_pred": 126594, + "n_ref": 126023 + }, + "9": { + "Dice": 0.797719653313146, + "FN": 5585, + "FP": 20601, + "IoU": 0.6635055255718324, + "TN": 130922112, + "TP": 51634, + "n_pred": 72235, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9607905532668806, + "FN": 1560, + "FP": 2999, + "IoU": 0.9245398569915254, + "TN": 74366282, + "TP": 55857, + "n_pred": 58856, + "n_ref": 57417 + }, + "10": { + "Dice": 0.7333525844643373, + "FN": 27983, + "FP": 8953, + "IoU": 0.5789713660404888, + "TN": 74338970, + "TP": 50792, + "n_pred": 59745, + "n_ref": 78775 + }, + "11": { + "Dice": 0.7643738239598579, + "FN": 560, + "FP": 567, + "IoU": 0.6186125211505922, + "TN": 74423743, + "TP": 1828, + "n_pred": 2395, + "n_ref": 2388 + }, + "12": { + "Dice": 0.7309479553903345, + "FN": 884, + "FP": 274, + "IoU": 0.5759794946905895, + "TN": 74423967, + "TP": 1573, + "n_pred": 1847, + "n_ref": 2457 + }, + "13": { + "Dice": 0.5609752910585253, + "FN": 60395, + "FP": 6803, + "IoU": 0.3898302006719332, + "TN": 74316568, + "TP": 42932, + "n_pred": 49735, + "n_ref": 103327 + }, + "14": { + "Dice": 0.9307993538888856, + "FN": 14732, + "FP": 8488, + "IoU": 0.8705562957470886, + "TN": 74247315, + "TP": 156163, + "n_pred": 164651, + "n_ref": 170895 + }, + "15": { + "Dice": 0.7646757241732889, + "FN": 7303, + "FP": 1877, + "IoU": 0.6190080929653455, + "TN": 74402603, + "TP": 14915, + "n_pred": 16792, + "n_ref": 22218 + }, + "2": { + "Dice": 0.9312497622378805, + "FN": 8595, + "FP": 7670, + "IoU": 0.8713446129264454, + "TN": 74300275, + "TP": 110158, + "n_pred": 117828, + "n_ref": 118753 + }, + "3": { + "Dice": 0.9534729743693764, + "FN": 6627, + "FP": 5530, + "IoU": 0.9110829926201152, + "TN": 74289975, + "TP": 124566, + "n_pred": 130096, + "n_ref": 131193 + }, + "4": { + "Dice": 0.6793640068413607, + "FN": 14373, + "FP": 812, + "IoU": 0.5144218470196982, + "TN": 74395426, + "TP": 16087, + "n_pred": 16899, + "n_ref": 30460 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 74426698, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9727988507027195, + "FN": 14060, + "FP": 34790, + "IoU": 0.9470383199709442, + "TN": 73504333, + "TP": 873515, + "n_pred": 908305, + "n_ref": 887575 + }, + "7": { + "Dice": 0.8566067142545432, + "FN": 13109, + "FP": 32893, + "IoU": 0.7491794161586862, + "TN": 74243292, + "TP": 137404, + "n_pred": 170297, + "n_ref": 150513 + }, + "8": { + "Dice": 0.9227140341745939, + "FN": 1571, + "FP": 5408, + "IoU": 0.8565172697368421, + "TN": 74378058, + "TP": 41661, + "n_pred": 47069, + "n_ref": 43232 + }, + "9": { + "Dice": 0.8598012085615858, + "FN": 3323, + "FP": 6607, + "IoU": 0.7540800911364819, + "TN": 74386319, + "TP": 30449, + "n_pred": 37056, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9771479628305932, + "FN": 3698, + "FP": 2696, + "IoU": 0.955317022718855, + "TN": 106503591, + "TP": 136703, + "n_pred": 139399, + "n_ref": 140401 + }, + "10": { + "Dice": 0.8502904463004974, + "FN": 15762, + "FP": 13670, + "IoU": 0.7395697840071496, + "TN": 106533675, + "TP": 83581, + "n_pred": 97251, + "n_ref": 99343 + }, + "11": { + "Dice": 0.6257008811076782, + "FN": 1917, + "FP": 1354, + "IoU": 0.4552872606161532, + "TN": 106640683, + "TP": 2734, + "n_pred": 4088, + "n_ref": 4651 + }, + "12": { + "Dice": 0.8092599213442975, + "FN": 943, + "FP": 1191, + "IoU": 0.6796276835310013, + "TN": 106640027, + "TP": 4527, + "n_pred": 5718, + "n_ref": 5470 + }, + "13": { + "Dice": 0.7915466700057042, + "FN": 12496, + "FP": 2487, + "IoU": 0.6550080589454295, + "TN": 106603258, + "TP": 28447, + "n_pred": 30934, + "n_ref": 40943 + }, + "14": { + "Dice": 0.9485824056607033, + "FN": 1617, + "FP": 5824, + "IoU": 0.9021937722630423, + "TN": 106570609, + "TP": 68638, + "n_pred": 74462, + "n_ref": 70255 + }, + "15": { + "Dice": 0.8488017429193899, + "FN": 3185, + "FP": 5143, + "IoU": 0.7373202119606359, + "TN": 106614984, + "TP": 23376, + "n_pred": 28519, + "n_ref": 26561 + }, + "2": { + "Dice": 0.9673092459725098, + "FN": 5880, + "FP": 6340, + "IoU": 0.9366882023490646, + "TN": 106453675, + "TP": 180793, + "n_pred": 187133, + "n_ref": 186673 + }, + "3": { + "Dice": 0.9674781529246017, + "FN": 3192, + "FP": 6711, + "IoU": 0.9370050189881872, + "TN": 106489485, + "TP": 147300, + "n_pred": 154011, + "n_ref": 150492 + }, + "4": { + "Dice": 0.8431425004458712, + "FN": 628, + "FP": 2890, + "IoU": 0.7288213982887536, + "TN": 106633715, + "TP": 9455, + "n_pred": 12345, + "n_ref": 10083 + }, + "5": { + "Dice": 0.7735387625336269, + "FN": 1279, + "FP": 573, + "IoU": 0.6307078763708873, + "TN": 106641673, + "TP": 3163, + "n_pred": 3736, + "n_ref": 4442 + }, + "6": { + "Dice": 0.9776194642009501, + "FN": 26579, + "FP": 30471, + "IoU": 0.9562187756605555, + "TN": 105343618, + "TP": 1246020, + "n_pred": 1276491, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.9577456849749909, + "FN": 14006, + "FP": 14480, + "IoU": 0.918917457254192, + "TN": 106295367, + "TP": 322835, + "n_pred": 337315, + "n_ref": 336841 + }, + "8": { + "Dice": 0.9600113042249541, + "FN": 3091, + "FP": 2569, + "IoU": 0.9230978260869566, + "TN": 106573088, + "TP": 67940, + "n_pred": 70509, + "n_ref": 71031 + }, + "9": { + "Dice": 0.8933215424471901, + "FN": 13361, + "FP": 3769, + "IoU": 0.8072096609005887, + "TN": 106557835, + "TP": 71723, + "n_pred": 75492, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9623672408953529, + "FN": 7318, + "FP": 4212, + "IoU": 0.9274642039306474, + "TN": 107967972, + "TP": 147426, + "n_pred": 151638, + "n_ref": 154744 + }, + "10": { + "Dice": 0.8671217435586402, + "FN": 5368, + "FP": 17855, + "IoU": 0.7654147642328983, + "TN": 108027932, + "TP": 75773, + "n_pred": 93628, + "n_ref": 81141 + }, + "11": { + "Dice": 0.7486859395532195, + "FN": 758, + "FP": 772, + "IoU": 0.5983197689682331, + "TN": 108123119, + "TP": 2279, + "n_pred": 3051, + "n_ref": 3037 + }, + "12": { + "Dice": 0.7771443050804511, + "FN": 907, + "FP": 852, + "IoU": 0.6355159552424368, + "TN": 108122102, + "TP": 3067, + "n_pred": 3919, + "n_ref": 3974 + }, + "13": { + "Dice": 0.8111832048102728, + "FN": 17725, + "FP": 10066, + "IoU": 0.6823450073152889, + "TN": 108039440, + "TP": 59697, + "n_pred": 69763, + "n_ref": 77422 + }, + "14": { + "Dice": 0.8216195697075932, + "FN": 3098, + "FP": 12879, + "IoU": 0.6972447510043205, + "TN": 108074156, + "TP": 36795, + "n_pred": 49674, + "n_ref": 39893 + }, + "15": { + "Dice": 0.7798531368587058, + "FN": 3495, + "FP": 9906, + "IoU": 0.6391469424024557, + "TN": 108089791, + "TP": 23736, + "n_pred": 33642, + "n_ref": 27231 + }, + "2": { + "Dice": 0.9650511774408881, + "FN": 9324, + "FP": 3791, + "IoU": 0.9324627038606719, + "TN": 107932739, + "TP": 181074, + "n_pred": 184865, + "n_ref": 190398 + }, + "3": { + "Dice": 0.9688394880429416, + "FN": 8912, + "FP": 3395, + "IoU": 0.9395622473984806, + "TN": 107923297, + "TP": 191324, + "n_pred": 194719, + "n_ref": 200236 + }, + "4": { + "Dice": 0.9444344703770198, + "FN": 1746, + "FP": 1968, + "IoU": 0.8947189386852623, + "TN": 108091651, + "TP": 31563, + "n_pred": 33531, + "n_ref": 33309 + }, + "5": { + "Dice": 0.9075785582255084, + "FN": 440, + "FP": 260, + "IoU": 0.8307952622673435, + "TN": 108122791, + "TP": 3437, + "n_pred": 3697, + "n_ref": 3877 + }, + "6": { + "Dice": 0.9783003850812476, + "FN": 37270, + "FP": 26705, + "IoU": 0.9575225152248336, + "TN": 106620836, + "TP": 1442117, + "n_pred": 1468822, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.9522952984174975, + "FN": 7554, + "FP": 17376, + "IoU": 0.9089348334307422, + "TN": 107853168, + "TP": 248830, + "n_pred": 266206, + "n_ref": 256384 + }, + "8": { + "Dice": 0.9542762928732322, + "FN": 2077, + "FP": 1861, + "IoU": 0.9125510747912595, + "TN": 108081896, + "TP": 41094, + "n_pred": 42955, + "n_ref": 43171 + }, + "9": { + "Dice": 0.9126187417733163, + "FN": 4191, + "FP": 6829, + "IoU": 0.8392812869164467, + "TN": 108058361, + "TP": 57547, + "n_pred": 64376, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8234186317675056, + "FN": 12562, + "FP": 35445, + "IoU": 0.6998399379759657, + "TN": 62410222, + "TP": 111931, + "n_pred": 147376, + "n_ref": 124493 + }, + "10": { + "Dice": 0.89056391169993, + "FN": 6983, + "FP": 5837, + "IoU": 0.8027176338426973, + "TN": 62505177, + "TP": 52163, + "n_pred": 58000, + "n_ref": 59146 + }, + "11": { + "Dice": 0.6782877316857899, + "FN": 515, + "FP": 943, + "IoU": 0.5131886477462437, + "TN": 62567165, + "TP": 1537, + "n_pred": 2480, + "n_ref": 2052 + }, + "12": { + "Dice": 0.6742628920474568, + "FN": 1397, + "FP": 1376, + "IoU": 0.5085947191210349, + "TN": 62564517, + "TP": 2870, + "n_pred": 4246, + "n_ref": 4267 + }, + "13": { + "Dice": 0.8495363866254566, + "FN": 5427, + "FP": 7425, + "IoU": 0.7384296006838442, + "TN": 62521026, + "TP": 36282, + "n_pred": 43707, + "n_ref": 41709 + }, + "14": { + "Dice": 0.9557997338260116, + "FN": 25152, + "FP": 5303, + "IoU": 0.9153414002929902, + "TN": 62210421, + "TP": 329284, + "n_pred": 334587, + "n_ref": 354436 + }, + "15": { + "Dice": 0.7183770883054893, + "FN": 24517, + "FP": 27875, + "IoU": 0.5605214152700186, + "TN": 62450946, + "TP": 66822, + "n_pred": 94697, + "n_ref": 91339 + }, + "2": { + "Dice": 0.9490656400223756, + "FN": 8379, + "FP": 8648, + "IoU": 0.9030684276443128, + "TN": 62394500, + "TP": 158633, + "n_pred": 167281, + "n_ref": 167012 + }, + "3": { + "Dice": 0.965499455412697, + "FN": 7365, + "FP": 6414, + "IoU": 0.9333000939094404, + "TN": 62363578, + "TP": 192803, + "n_pred": 199217, + "n_ref": 200168 + }, + "4": { + "Dice": 0.9123286536629809, + "FN": 1450, + "FP": 2784, + "IoU": 0.8387907401766677, + "TN": 62543896, + "TP": 22030, + "n_pred": 24814, + "n_ref": 23480 + }, + "5": { + "Dice": 0.6245484466564983, + "FN": 4285, + "FP": 392, + "IoU": 0.4540679350998016, + "TN": 62561593, + "TP": 3890, + "n_pred": 4282, + "n_ref": 8175 + }, + "6": { + "Dice": 0.9732674465496299, + "FN": 54126, + "FP": 22969, + "IoU": 0.9479269389861372, + "TN": 61089644, + "TP": 1403421, + "n_pred": 1426390, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.8837299389882024, + "FN": 9454, + "FP": 37369, + "IoU": 0.7916811261489727, + "TN": 62345394, + "TP": 177943, + "n_pred": 215312, + "n_ref": 187397 + }, + "8": { + "Dice": 0.9407223523653019, + "FN": 2860, + "FP": 5617, + "IoU": 0.888079111709642, + "TN": 62494419, + "TP": 67264, + "n_pred": 72881, + "n_ref": 70124 + }, + "9": { + "Dice": 0.8478770302665721, + "FN": 2379, + "FP": 14564, + "IoU": 0.7359258104738154, + "TN": 62506000, + "TP": 47217, + "n_pred": 61781, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9199792001708066, + "FN": 13558, + "FP": 32916, + "IoU": 0.8518161875366681, + "TN": 55067624, + "TP": 267150, + "n_pred": 300066, + "n_ref": 280708 + }, + "10": { + "Dice": 0.876900630180362, + "FN": 5950, + "FP": 13877, + "IoU": 0.7807863255423125, + "TN": 55290802, + "TP": 70619, + "n_pred": 84496, + "n_ref": 76569 + }, + "11": { + "Dice": 0.7150491663103891, + "FN": 982, + "FP": 1684, + "IoU": 0.556479787057062, + "TN": 55375237, + "TP": 3345, + "n_pred": 5029, + "n_ref": 4327 + }, + "12": { + "Dice": 0.7344519015659955, + "FN": 1445, + "FP": 929, + "IoU": 0.5803429379529786, + "TN": 55375591, + "TP": 3283, + "n_pred": 4212, + "n_ref": 4728 + }, + "13": { + "Dice": 0.8025233316019638, + "FN": 6974, + "FP": 16598, + "IoU": 0.6701786788677608, + "TN": 55309779, + "TP": 47897, + "n_pred": 64495, + "n_ref": 54871 + }, + "14": { + "Dice": 0.9360327730138583, + "FN": 4476, + "FP": 7922, + "IoU": 0.879757147844978, + "TN": 55278140, + "TP": 90710, + "n_pred": 98632, + "n_ref": 95186 + }, + "15": { + "Dice": 0.8477292192937759, + "FN": 9667, + "FP": 18423, + "IoU": 0.7357031294104364, + "TN": 55274966, + "TP": 78192, + "n_pred": 96615, + "n_ref": 87859 + }, + "2": { + "Dice": 0.9623661575366566, + "FN": 8016, + "FP": 6637, + "IoU": 0.9274621915299126, + "TN": 55179243, + "TP": 187352, + "n_pred": 193989, + "n_ref": 195368 + }, + "3": { + "Dice": 0.9676856955271971, + "FN": 8495, + "FP": 3219, + "IoU": 0.9373944459884131, + "TN": 55194140, + "TP": 175394, + "n_pred": 178613, + "n_ref": 183889 + }, + "4": { + "Dice": 0.8778801843317973, + "FN": 1313, + "FP": 383, + "IoU": 0.7823408624229979, + "TN": 55373456, + "TP": 6096, + "n_pred": 6479, + "n_ref": 7409 + }, + "5": { + "Dice": 0.7393469839513005, + "FN": 2300, + "FP": 55, + "IoU": 0.5864793678665496, + "TN": 55375553, + "TP": 3340, + "n_pred": 3395, + "n_ref": 5640 + }, + "6": { + "Dice": 0.9686284023684634, + "FN": 65450, + "FP": 27396, + "IoU": 0.939165286878989, + "TN": 53855047, + "TP": 1433355, + "n_pred": 1460751, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.9305128907593394, + "FN": 15617, + "FP": 8225, + "IoU": 0.8700552654814201, + "TN": 55197770, + "TP": 159636, + "n_pred": 167861, + "n_ref": 175253 + }, + "8": { + "Dice": 0.945512687403962, + "FN": 1518, + "FP": 3730, + "IoU": 0.896656295537789, + "TN": 55330466, + "TP": 45534, + "n_pred": 49264, + "n_ref": 47052 + }, + "9": { + "Dice": 0.8960778754371043, + "FN": 3509, + "FP": 7487, + "IoU": 0.8117220005821619, + "TN": 55322845, + "TP": 47407, + "n_pred": 54894, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9775096859545784, + "FN": 9442, + "FP": 3410, + "IoU": 0.9560087489602908, + "TN": 110854466, + "TP": 279297, + "n_pred": 282707, + "n_ref": 288739 + }, + "10": { + "Dice": 0.8607412738395106, + "FN": 11710, + "FP": 11123, + "IoU": 0.7555274794693619, + "TN": 111053218, + "TP": 70564, + "n_pred": 81687, + "n_ref": 82274 + }, + "11": { + "Dice": 0.7702749338548257, + "FN": 286, + "FP": 1711, + "IoU": 0.6263797942001871, + "TN": 111141270, + "TP": 3348, + "n_pred": 5059, + "n_ref": 3634 + }, + "12": { + "Dice": 0.8146096589925567, + "FN": 751, + "FP": 320, + "IoU": 0.6872079439252337, + "TN": 111143191, + "TP": 2353, + "n_pred": 2673, + "n_ref": 3104 + }, + "13": { + "Dice": 0.8537766430017849, + "FN": 9259, + "FP": 9010, + "IoU": 0.7448606223116027, + "TN": 111075011, + "TP": 53335, + "n_pred": 62345, + "n_ref": 62594 + }, + "14": { + "Dice": 0.9146230475956217, + "FN": 3932, + "FP": 3010, + "IoU": 0.8426777863391198, + "TN": 111102489, + "TP": 37184, + "n_pred": 40194, + "n_ref": 41116 + }, + "15": { + "Dice": 0.808430880220674, + "FN": 2504, + "FP": 8330, + "IoU": 0.6784590728319582, + "TN": 111112921, + "TP": 22860, + "n_pred": 31190, + "n_ref": 25364 + }, + "2": { + "Dice": 0.9657452373274966, + "FN": 7634, + "FP": 2883, + "IoU": 0.9337595263588839, + "TN": 110987845, + "TP": 148253, + "n_pred": 151136, + "n_ref": 155887 + }, + "3": { + "Dice": 0.9701222656953901, + "FN": 10373, + "FP": 4052, + "IoU": 0.9419780944681091, + "TN": 110898002, + "TP": 234188, + "n_pred": 238240, + "n_ref": 244561 + }, + "4": { + "Dice": 0.9175888622571269, + "FN": 845, + "FP": 2387, + "IoU": 0.8477267373380447, + "TN": 111125390, + "TP": 17993, + "n_pred": 20380, + "n_ref": 18838 + }, + "5": { + "Dice": 0.8329324699352452, + "FN": 265, + "FP": 1541, + "IoU": 0.7136968928344959, + "TN": 111140307, + "TP": 4502, + "n_pred": 6043, + "n_ref": 4767 + }, + "6": { + "Dice": 0.9808347867448867, + "FN": 20557, + "FP": 41331, + "IoU": 0.9623903700678684, + "TN": 109501079, + "TP": 1583648, + "n_pred": 1624979, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.5959346838480064, + "FN": 214270, + "FP": 8709, + "IoU": 0.42443515767573803, + "TN": 110759206, + "TP": 164430, + "n_pred": 173139, + "n_ref": 378700 + }, + "8": { + "Dice": 0.94360785386538, + "FN": 4665, + "FP": 4405, + "IoU": 0.8932363396661723, + "TN": 111061661, + "TP": 75884, + "n_pred": 80289, + "n_ref": 80549 + }, + "9": { + "Dice": 0.9088988597687037, + "FN": 5516, + "FP": 4575, + "IoU": 0.8330106405864733, + "TN": 111086186, + "TP": 50338, + "n_pred": 54913, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.973745125643166, + "FN": 6792, + "FP": 3745, + "IoU": 0.9488336182114832, + "TN": 96915089, + "TP": 195399, + "n_pred": 199144, + "n_ref": 202191 + }, + "10": { + "Dice": 0.8946008852772209, + "FN": 7908, + "FP": 7760, + "IoU": 0.8093012499847859, + "TN": 97038864, + "TP": 66493, + "n_pred": 74253, + "n_ref": 74401 + }, + "11": { + "Dice": 0.7864782780932259, + "FN": 934, + "FP": 683, + "IoU": 0.6480957562568008, + "TN": 97116430, + "TP": 2978, + "n_pred": 3661, + "n_ref": 3912 + }, + "12": { + "Dice": 0.7329299913569577, + "FN": 1891, + "FP": 581, + "IoU": 0.5784447476125512, + "TN": 97115161, + "TP": 3392, + "n_pred": 3973, + "n_ref": 5283 + }, + "13": { + "Dice": 0.8705994472505479, + "FN": 5695, + "FP": 7883, + "IoU": 0.7708509130185304, + "TN": 97061771, + "TP": 45676, + "n_pred": 53559, + "n_ref": 51371 + }, + "14": { + "Dice": 0.9387204676952748, + "FN": 8705, + "FP": 7563, + "IoU": 0.8845176403776531, + "TN": 96980155, + "TP": 124602, + "n_pred": 132165, + "n_ref": 133307 + }, + "15": { + "Dice": 0.935850288943475, + "FN": 2588, + "FP": 6448, + "IoU": 0.8794348005924186, + "TN": 97046078, + "TP": 65911, + "n_pred": 72359, + "n_ref": 68499 + }, + "2": { + "Dice": 0.9646877894686839, + "FN": 4929, + "FP": 6965, + "IoU": 0.9317844217964085, + "TN": 96946666, + "TP": 162465, + "n_pred": 169430, + "n_ref": 167394 + }, + "3": { + "Dice": 0.9518333101769891, + "FN": 7470, + "FP": 14024, + "IoU": 0.9080934544272837, + "TN": 96887157, + "TP": 212374, + "n_pred": 226398, + "n_ref": 219844 + }, + "4": { + "Dice": 0.917211144109744, + "FN": 1019, + "FP": 1908, + "IoU": 0.8470821796144402, + "TN": 97101884, + "TP": 16214, + "n_pred": 18122, + "n_ref": 17233 + }, + "5": { + "Dice": 0.7356551786850959, + "FN": 4368, + "FP": 1446, + "IoU": 0.5818469505178366, + "TN": 97107121, + "TP": 8090, + "n_pred": 9536, + "n_ref": 12458 + }, + "6": { + "Dice": 0.9825054208710389, + "FN": 28739, + "FP": 26778, + "IoU": 0.9656124376722723, + "TN": 95506575, + "TP": 1558933, + "n_pred": 1585711, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.9488261801850995, + "FN": 17460, + "FP": 15904, + "IoU": 0.9026349042370334, + "TN": 96778356, + "TP": 309305, + "n_pred": 325209, + "n_ref": 326765 + }, + "8": { + "Dice": 0.9556051084532738, + "FN": 5828, + "FP": 2932, + "IoU": 0.9149844720496895, + "TN": 97017985, + "TP": 94280, + "n_pred": 97212, + "n_ref": 100108 + }, + "9": { + "Dice": 0.9384345641535603, + "FN": 5794, + "FP": 5969, + "IoU": 0.8840100972252352, + "TN": 97019611, + "TP": 89651, + "n_pred": 95620, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9742612547862096, + "FN": 6684, + "FP": 3379, + "IoU": 0.9498142283619679, + "TN": 78855890, + "TP": 190452, + "n_pred": 193831, + "n_ref": 197136 + }, + "10": { + "Dice": 0.8578655589048355, + "FN": 7207, + "FP": 21226, + "IoU": 0.7511073373133283, + "TN": 78942167, + "TP": 85805, + "n_pred": 107031, + "n_ref": 93012 + }, + "11": { + "Dice": 0.7245000719320961, + "FN": 491, + "FP": 1424, + "IoU": 0.5680126325287616, + "TN": 79051972, + "TP": 2518, + "n_pred": 3942, + "n_ref": 3009 + }, + "12": { + "Dice": 0.5857268722466961, + "FN": 1342, + "FP": 1009, + "IoU": 0.41415399950161974, + "TN": 79052392, + "TP": 1662, + "n_pred": 2671, + "n_ref": 3004 + }, + "13": { + "Dice": 0.7508382526564344, + "FN": 17778, + "FP": 13878, + "IoU": 0.6010736834146158, + "TN": 78977052, + "TP": 47697, + "n_pred": 61575, + "n_ref": 65475 + }, + "14": { + "Dice": 0.6287096447141637, + "FN": 16174, + "FP": 9461, + "IoU": 0.45848032277825895, + "TN": 79009066, + "TP": 21704, + "n_pred": 31165, + "n_ref": 37878 + }, + "15": { + "Dice": 0.6668198127242496, + "FN": 8053, + "FP": 22405, + "IoU": 0.500172309106126, + "TN": 78995468, + "TP": 30479, + "n_pred": 52884, + "n_ref": 38532 + }, + "2": { + "Dice": 0.9420320688442451, + "FN": 4264, + "FP": 9087, + "IoU": 0.890416468309339, + "TN": 78934571, + "TP": 108483, + "n_pred": 117570, + "n_ref": 112747 + }, + "3": { + "Dice": 0.9499955740835192, + "FN": 8692, + "FP": 3171, + "IoU": 0.9047538759223129, + "TN": 78931854, + "TP": 112688, + "n_pred": 115859, + "n_ref": 121380 + }, + "4": { + "Dice": 0.8715694427943448, + "FN": 1146, + "FP": 1016, + "IoU": 0.7723731311855128, + "TN": 79046907, + "TP": 7336, + "n_pred": 8352, + "n_ref": 8482 + }, + "5": { + "Dice": 0.8753026634382567, + "FN": 620, + "FP": 616, + "IoU": 0.7782561894510226, + "TN": 79050831, + "TP": 4338, + "n_pred": 4954, + "n_ref": 4958 + }, + "6": { + "Dice": 0.9806878139381824, + "FN": 25293, + "FP": 25646, + "IoU": 0.9621074164992933, + "TN": 77712105, + "TP": 1293361, + "n_pred": 1319007, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.9442436994008142, + "FN": 40442, + "FP": 10756, + "IoU": 0.894376570487826, + "TN": 78571683, + "TP": 433524, + "n_pred": 444280, + "n_ref": 473966 + }, + "8": { + "Dice": 0.9351917030362757, + "FN": 1635, + "FP": 2508, + "IoU": 0.8782723666813574, + "TN": 79022370, + "TP": 29892, + "n_pred": 32400, + "n_ref": 31527 + }, + "9": { + "Dice": 0.922847709912985, + "FN": 5324, + "FP": 5706, + "IoU": 0.8567476654934608, + "TN": 78979408, + "TP": 65967, + "n_pred": 71673, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9676287253513831, + "FN": 9264, + "FP": 5734, + "IoU": 0.9372875331897723, + "TN": 122472785, + "TP": 224157, + "n_pred": 229891, + "n_ref": 233421 + }, + "10": { + "Dice": 0.8224760429774465, + "FN": 16929, + "FP": 23419, + "IoU": 0.6984792437320181, + "TN": 122578125, + "TP": 93467, + "n_pred": 116886, + "n_ref": 110396 + }, + "11": { + "Dice": 0.6100561647499332, + "FN": 1901, + "FP": 1015, + "IoU": 0.4389070617664037, + "TN": 122706743, + "TP": 2281, + "n_pred": 3296, + "n_ref": 4182 + }, + "12": { + "Dice": 0.5005681231277761, + "FN": 3867, + "FP": 968, + "IoU": 0.3338385230090934, + "TN": 122704682, + "TP": 2423, + "n_pred": 3391, + "n_ref": 6290 + }, + "13": { + "Dice": 0.4837864118716442, + "FN": 30914, + "FP": 17926, + "IoU": 0.31907537015865933, + "TN": 122640214, + "TP": 22886, + "n_pred": 40812, + "n_ref": 53800 + }, + "14": { + "Dice": 0.9253338221673356, + "FN": 11786, + "FP": 3692, + "IoU": 0.8610430301561224, + "TN": 122600553, + "TP": 95909, + "n_pred": 99601, + "n_ref": 107695 + }, + "15": { + "Dice": 0.9329911100621509, + "FN": 3652, + "FP": 3162, + "IoU": 0.8743986285967079, + "TN": 122657689, + "TP": 47437, + "n_pred": 50599, + "n_ref": 51089 + }, + "2": { + "Dice": 0.733104691355805, + "FN": 55393, + "FP": 3984, + "IoU": 0.5786624090828455, + "TN": 122571015, + "TP": 81548, + "n_pred": 85532, + "n_ref": 136941 + }, + "3": { + "Dice": 0.8169790360764536, + "FN": 2838, + "FP": 61251, + "IoU": 0.6905871163659713, + "TN": 122504809, + "TP": 143042, + "n_pred": 204293, + "n_ref": 145880 + }, + "4": { + "Dice": 0.8802071994294508, + "FN": 6851, + "FP": 9106, + "IoU": 0.7860447030745096, + "TN": 122637359, + "TP": 58624, + "n_pred": 67730, + "n_ref": 65475 + }, + "5": { + "Dice": 0.6252289377289377, + "FN": 9016, + "FP": 806, + "IoU": 0.4547876769358868, + "TN": 122693925, + "TP": 8193, + "n_pred": 8999, + "n_ref": 17209 + }, + "6": { + "Dice": 0.9807767330573439, + "FN": 40233, + "FP": 25254, + "IoU": 0.9622785947571239, + "TN": 120975870, + "TP": 1670583, + "n_pred": 1695837, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.8068569442490545, + "FN": 78717, + "FP": 154679, + "IoU": 0.6762449317037105, + "TN": 121991037, + "TP": 487507, + "n_pred": 642186, + "n_ref": 566224 + }, + "8": { + "Dice": 0.9487850874011751, + "FN": 5641, + "FP": 8481, + "IoU": 0.9025605288033616, + "TN": 122567009, + "TP": 130809, + "n_pred": 139290, + "n_ref": 136450 + }, + "9": { + "Dice": 0.9029826482200325, + "FN": 6704, + "FP": 7917, + "IoU": 0.8231252192637577, + "TN": 122629277, + "TP": 68042, + "n_pred": 75959, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/loop_008/summary_cross_val.json b/nnActive_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/loop_008/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..051de41e95deb5770b810b87b83a49d9338aaa6c --- /dev/null +++ b/nnActive_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/loop_008/summary_cross_val.json @@ -0,0 +1,24396 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": 0.689375029433645, + "FN": 2400.1400000000003, + "FP": 3857.395555555556, + "IoU": 0.6029832811675502, + "TN": 2534612.9622222227, + "TP": 23357.76888888889, + "n_pred": 27215.164444444454, + "n_ref": 25757.90888888889 + }, + "mean": { + "1": { + "Dice": 0.7917794532118074, + "FN": 1883.0333333333333, + "FP": 1892.0666666666666, + "IoU": 0.7371819158799241, + "TN": 2537956.2666666666, + "TP": 22496.9, + "n_pred": 24388.966666666667, + "n_ref": 24379.933333333334 + }, + "10": { + "Dice": 0.695146578913047, + "FN": 2219.4666666666667, + "FP": 2773.866666666667, + "IoU": 0.5817704088705525, + "TN": 2549820.033333333, + "TP": 9414.9, + "n_pred": 12188.766666666666, + "n_ref": 11634.366666666667 + }, + "11": { + "Dice": 0.5776129795044651, + "FN": 285.53333333333336, + "FP": 396.53333333333336, + "IoU": 0.43607945537099946, + "TN": 2562833.066666667, + "TP": 713.1333333333333, + "n_pred": 1109.6666666666667, + "n_ref": 998.6666666666666 + }, + "12": { + "Dice": 0.34086000220978024, + "FN": 154.7, + "FP": 139.43333333333334, + "IoU": 0.2604492091938194, + "TN": 2563640.1666666665, + "TP": 293.96666666666664, + "n_pred": 433.4, + "n_ref": 448.6666666666667 + }, + "13": { + "Dice": 0.580466296219165, + "FN": 2638.0, + "FP": 2722.1, + "IoU": 0.46571716634287286, + "TN": 2552188.066666667, + "TP": 6680.1, + "n_pred": 9402.2, + "n_ref": 9318.1 + }, + "14": { + "Dice": 0.6653428245665388, + "FN": 2005.7, + "FP": 11402.466666666667, + "IoU": 0.5947138278516226, + "TN": 2526672.1333333333, + "TP": 24147.966666666667, + "n_pred": 35550.433333333334, + "n_ref": 26153.666666666668 + }, + "15": { + "Dice": 0.6207939666024452, + "FN": 1588.2666666666667, + "FP": 2145.8, + "IoU": 0.5156201011611491, + "TN": 2552333.6, + "TP": 8160.6, + "n_pred": 10306.4, + "n_ref": 9748.866666666667 + }, + "2": { + "Dice": 0.8310290333499913, + "FN": 2531.5333333333333, + "FP": 2618.1666666666665, + "IoU": 0.766280963344045, + "TN": 2534666.3333333335, + "TP": 24412.233333333334, + "n_pred": 27030.4, + "n_ref": 26943.766666666666 + }, + "3": { + "Dice": 0.7430134258139337, + "FN": 3393.6, + "FP": 1439.1333333333334, + "IoU": 0.6803439658532503, + "TN": 2535122.2333333334, + "TP": 24273.3, + "n_pred": 25712.433333333334, + "n_ref": 27666.9 + }, + "4": { + "Dice": 0.5806086994049839, + "FN": 2488.4, + "FP": 1381.0, + "IoU": 0.4965125208355496, + "TN": 2555498.1666666665, + "TP": 4860.7, + "n_pred": 6241.7, + "n_ref": 7349.1 + }, + "5": { + "Dice": 0.5931295398384575, + "FN": 627.6, + "FP": 547.2666666666667, + "IoU": 0.48225517332526024, + "TN": 2561012.6333333333, + "TP": 2040.7666666666667, + "n_pred": 2588.0333333333333, + "n_ref": 2668.366666666667 + }, + "6": { + "Dice": 0.9164294961367709, + "FN": 5655.8, + "FP": 19920.8, + "IoU": 0.8686603897900392, + "TN": 2393007.1, + "TP": 145644.56666666668, + "n_pred": 165565.36666666667, + "n_ref": 151300.36666666667 + }, + "7": { + "Dice": 0.8031402051356593, + "FN": 6829.7, + "FP": 8031.766666666666, + "IoU": 0.7196448673119012, + "TN": 2495060.1, + "TP": 54306.7, + "n_pred": 62338.46666666667, + "n_ref": 61136.4 + }, + "8": { + "Dice": 0.8434124258361634, + "FN": 961.7333333333333, + "FP": 919.0, + "IoU": 0.774829647054442, + "TN": 2549769.5, + "TP": 12578.033333333333, + "n_pred": 13497.033333333333, + "n_ref": 13539.766666666666 + }, + "9": { + "Dice": 0.7578605147614678, + "FN": 2739.0333333333333, + "FP": 1531.5333333333333, + "IoU": 0.6646896053278263, + "TN": 2549615.033333333, + "TP": 10342.666666666666, + "n_pred": 11874.2, + "n_ref": 13081.7 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 1927548, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "14": { + "Dice": 0.45226130653266333, + "FN": 361, + "FP": 75, + "IoU": 0.2922077922077922, + "TN": 1926936, + "TP": 180, + "n_pred": 255, + "n_ref": 541 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.966332470063335, + "FN": 879, + "FP": 434, + "IoU": 0.9348581067672157, + "TN": 1907396, + "TP": 18843, + "n_pred": 19277, + "n_ref": 19722 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 362, + "IoU": 0.0, + "TN": 1927190, + "TP": 0, + "n_pred": 362, + "n_ref": 0 + }, + "4": { + "Dice": 0.9062831883808375, + "FN": 1200, + "FP": 2065, + "IoU": 0.8286269158093639, + "TN": 1908500, + "TP": 15787, + "n_pred": 17852, + "n_ref": 16987 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9783801033127905, + "FN": 2243, + "FP": 2093, + "IoU": 0.9576752630654198, + "TN": 1825106, + "TP": 98110, + "n_pred": 100203, + "n_ref": 100353 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0004.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0004.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9220361914425841, + "FN": 3440, + "FP": 2092, + "IoU": 0.8553498588013806, + "TN": 3466396, + "TP": 32712, + "n_pred": 34804, + "n_ref": 36152 + }, + "10": { + "Dice": 0.002965630461261452, + "FN": 1783, + "FP": 17044, + "IoU": 0.0014850172368072129, + "TN": 3485785, + "TP": 28, + "n_pred": 17072, + "n_ref": 1811 + }, + "11": { + "Dice": 0.7082096933728981, + "FN": 582, + "FP": 598, + "IoU": 0.5482388973966309, + "TN": 3502028, + "TP": 1432, + "n_pred": 2030, + "n_ref": 2014 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 22, + "IoU": 0.0, + "TN": 3504618, + "TP": 0, + "n_pred": 22, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 765, + "FP": 6768, + "IoU": 0.0, + "TN": 3497107, + "TP": 0, + "n_pred": 6768, + "n_ref": 765 + }, + "14": { + "Dice": 0.9062932474961302, + "FN": 8078, + "FP": 1063, + "IoU": 0.8286437341831474, + "TN": 3451295, + "TP": 44204, + "n_pred": 45267, + "n_ref": 52282 + }, + "15": { + "Dice": 0.8084843704453094, + "FN": 2738, + "FP": 8431, + "IoU": 0.6785344232097629, + "TN": 3469896, + "TP": 23575, + "n_pred": 32006, + "n_ref": 26313 + }, + "2": { + "Dice": 0.9502187946796066, + "FN": 401, + "FP": 748, + "IoU": 0.9051588939331408, + "TN": 3492525, + "TP": 10966, + "n_pred": 11714, + "n_ref": 11367 + }, + "3": { + "Dice": 0.9572672118174624, + "FN": 2065, + "FP": 1823, + "IoU": 0.9180369339741968, + "TN": 3457204, + "TP": 43548, + "n_pred": 45371, + "n_ref": 45613 + }, + "4": { + "Dice": 0.014152135456153651, + "FN": 3935, + "FP": 3867, + "IoU": 0.007126495291422754, + "TN": 3496782, + "TP": 56, + "n_pred": 3923, + "n_ref": 3991 + }, + "5": { + "Dice": 0.8429144385026738, + "FN": 2010, + "FP": 810, + "IoU": 0.7284806470248412, + "TN": 3494254, + "TP": 7566, + "n_pred": 8376, + "n_ref": 9576 + }, + "6": { + "Dice": 0.9399820088760638, + "FN": 42403, + "FP": 11840, + "IoU": 0.886760429301206, + "TN": 3025629, + "TP": 424768, + "n_pred": 436608, + "n_ref": 467171 + }, + "7": { + "Dice": 0.8444388490855403, + "FN": 8013, + "FP": 5579, + "IoU": 0.7307608501871917, + "TN": 3454157, + "TP": 36891, + "n_pred": 42470, + "n_ref": 44904 + }, + "8": { + "Dice": 0.9531873121050372, + "FN": 779, + "FP": 2273, + "IoU": 0.9105614816551401, + "TN": 3470516, + "TP": 31072, + "n_pred": 33345, + "n_ref": 31851 + }, + "9": { + "Dice": 0.3265497546186959, + "FN": 28680, + "FP": 11527, + "IoU": 0.19513562205985388, + "TN": 3454685, + "TP": 9748, + "n_pred": 21275, + "n_ref": 38428 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0006.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0006.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9613549325196092, + "FN": 399, + "FP": 1488, + "IoU": 0.9255856140074138, + "TN": 2603122, + "TP": 23471, + "n_pred": 24959, + "n_ref": 23870 + }, + "10": { + "Dice": 0.8462207616470133, + "FN": 1895, + "FP": 1287, + "IoU": 0.73343386110413, + "TN": 2616543, + "TP": 8755, + "n_pred": 10042, + "n_ref": 10650 + }, + "11": { + "Dice": 0.7735758736237435, + "FN": 450, + "FP": 23, + "IoU": 0.6307572209211554, + "TN": 2627199, + "TP": 808, + "n_pred": 831, + "n_ref": 1258 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 17, + "FP": 1868, + "IoU": 0.0, + "TN": 2626595, + "TP": 0, + "n_pred": 1868, + "n_ref": 17 + }, + "14": { + "Dice": 0.9476643515708362, + "FN": 5623, + "FP": 2568, + "IoU": 0.9005343047965999, + "TN": 2546130, + "TP": 74159, + "n_pred": 76727, + "n_ref": 79782 + }, + "15": { + "Dice": 0.9029680365296804, + "FN": 1650, + "FP": 1070, + "IoU": 0.8231009365244537, + "TN": 2613104, + "TP": 12656, + "n_pred": 13726, + "n_ref": 14306 + }, + "2": { + "Dice": 0.960500277052165, + "FN": 378, + "FP": 121, + "IoU": 0.9240024367956138, + "TN": 2621914, + "TP": 6067, + "n_pred": 6188, + "n_ref": 6445 + }, + "3": { + "Dice": 0.943712991988854, + "FN": 638, + "FP": 2594, + "IoU": 0.8934247840137176, + "TN": 2598154, + "TP": 27094, + "n_pred": 29688, + "n_ref": 27732 + }, + "4": { + "Dice": 0.7689240486139909, + "FN": 2813, + "FP": 11675, + "IoU": 0.6245951338325603, + "TN": 2589887, + "TP": 24105, + "n_pred": 35780, + "n_ref": 26918 + }, + "5": { + "Dice": 0.0, + "FN": 6, + "FP": 0, + "IoU": 0.0, + "TN": 2628474, + "TP": 0, + "n_pred": 0, + "n_ref": 6 + }, + "6": { + "Dice": 0.8516878462710852, + "FN": 19039, + "FP": 24167, + "IoU": 0.7416866951250135, + "TN": 2461218, + "TP": 124056, + "n_pred": 148223, + "n_ref": 143095 + }, + "7": { + "Dice": 0.8366909806645826, + "FN": 17440, + "FP": 22054, + "IoU": 0.7192336402090073, + "TN": 2487815, + "TP": 101171, + "n_pred": 123225, + "n_ref": 118611 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.6186951395257435, + "FN": 11349, + "FP": 293, + "IoU": 0.4479062929767155, + "TN": 2607393, + "TP": 9445, + "n_pred": 9738, + "n_ref": 20794 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0017.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0017.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9532834668725211, + "FN": 1432, + "FP": 2078, + "IoU": 0.9107369920146483, + "TN": 2063462, + "TP": 35812, + "n_pred": 37890, + "n_ref": 37244 + }, + "10": { + "Dice": 0.771405420005402, + "FN": 2789, + "FP": 2289, + "IoU": 0.6278763007474718, + "TN": 2089138, + "TP": 8568, + "n_pred": 10857, + "n_ref": 11357 + }, + "11": { + "Dice": 0.6337504227257356, + "FN": 407, + "FP": 676, + "IoU": 0.4638613861386139, + "TN": 2100764, + "TP": 937, + "n_pred": 1613, + "n_ref": 1344 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6722697904081525, + "FN": 8509, + "FP": 3969, + "IoU": 0.5063301155246083, + "TN": 2077508, + "TP": 12798, + "n_pred": 16767, + "n_ref": 21307 + }, + "14": { + "Dice": 0.8352452202826268, + "FN": 413, + "FP": 578, + "IoU": 0.7170996288895233, + "TN": 2099281, + "TP": 2512, + "n_pred": 3090, + "n_ref": 2925 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 5286, + "IoU": 0.0, + "TN": 2097498, + "TP": 0, + "n_pred": 5286, + "n_ref": 0 + }, + "2": { + "Dice": 0.9515985350885875, + "FN": 310, + "FP": 179, + "IoU": 0.907666163141994, + "TN": 2097488, + "TP": 4807, + "n_pred": 4986, + "n_ref": 5117 + }, + "3": { + "Dice": 0.9569896528746904, + "FN": 2217, + "FP": 1204, + "IoU": 0.917526518804243, + "TN": 2061304, + "TP": 38059, + "n_pred": 39263, + "n_ref": 40276 + }, + "4": { + "Dice": 0.7863025574338969, + "FN": 365, + "FP": 621, + "IoU": 0.6478571428571429, + "TN": 2099984, + "TP": 1814, + "n_pred": 2435, + "n_ref": 2179 + }, + "5": { + "Dice": 0.6432616081540203, + "FN": 285, + "FP": 30, + "IoU": 0.4741235392320534, + "TN": 2102185, + "TP": 284, + "n_pred": 314, + "n_ref": 569 + }, + "6": { + "Dice": 0.9352942545319154, + "FN": 6729, + "FP": 7174, + "IoU": 0.878453280179046, + "TN": 1988400, + "TP": 100481, + "n_pred": 107655, + "n_ref": 107210 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9362361382909328, + "FN": 489, + "FP": 293, + "IoU": 0.8801165108079104, + "TN": 2096261, + "TP": 5741, + "n_pred": 6034, + "n_ref": 6230 + }, + "9": { + "Dice": 0.9065925906513972, + "FN": 7117, + "FP": 3576, + "IoU": 0.829144363665415, + "TN": 2040199, + "TP": 51892, + "n_pred": 55468, + "n_ref": 59009 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0025.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0025.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 15417, + "IoU": 0.0, + "TN": 3138759, + "TP": 0, + "n_pred": 15417, + "n_ref": 0 + }, + "10": { + "Dice": 0.5605419136325148, + "FN": 709, + "FP": 329, + "IoU": 0.38941176470588235, + "TN": 3152476, + "TP": 662, + "n_pred": 991, + "n_ref": 1371 + }, + "11": { + "Dice": 0.12, + "FN": 264, + "FP": 0, + "IoU": 0.06382978723404255, + "TN": 3153894, + "TP": 18, + "n_pred": 18, + "n_ref": 282 + }, + "12": { + "Dice": 0.0, + "FN": 29, + "FP": 0, + "IoU": 0.0, + "TN": 3154147, + "TP": 0, + "n_pred": 0, + "n_ref": 29 + }, + "13": { + "Dice": 0.6359113523292628, + "FN": 8507, + "FP": 1153, + "IoU": 0.4661803713527852, + "TN": 3136080, + "TP": 8436, + "n_pred": 9589, + "n_ref": 16943 + }, + "14": { + "Dice": 0.7895359776638038, + "FN": 694, + "FP": 6241, + "IoU": 0.6522589379732237, + "TN": 3134233, + "TP": 13008, + "n_pred": 19249, + "n_ref": 13702 + }, + "15": { + "Dice": 0.3756243756243756, + "FN": 614, + "FP": 11, + "IoU": 0.23124231242312424, + "TN": 3153363, + "TP": 188, + "n_pred": 199, + "n_ref": 802 + }, + "2": { + "Dice": 0.8770346494762289, + "FN": 298, + "FP": 465, + "IoU": 0.7809988518943742, + "TN": 3150692, + "TP": 2721, + "n_pred": 3186, + "n_ref": 3019 + }, + "3": { + "Dice": 0.9212564384441507, + "FN": 2232, + "FP": 4143, + "IoU": 0.8540087480248243, + "TN": 3110509, + "TP": 37292, + "n_pred": 41435, + "n_ref": 39524 + }, + "4": { + "Dice": 0.4993847415914684, + "FN": 8225, + "FP": 1539, + "IoU": 0.3327866611999453, + "TN": 3139542, + "TP": 4870, + "n_pred": 6409, + "n_ref": 13095 + }, + "5": { + "Dice": 0.8234974163720424, + "FN": 748, + "FP": 1848, + "IoU": 0.6999537679149329, + "TN": 3145524, + "TP": 6056, + "n_pred": 7904, + "n_ref": 6804 + }, + "6": { + "Dice": 0.9345100436104137, + "FN": 8198, + "FP": 23518, + "IoU": 0.8770707203820125, + "TN": 2896174, + "TP": 226286, + "n_pred": 249804, + "n_ref": 234484 + }, + "7": { + "Dice": 0.5733410483680071, + "FN": 60706, + "FP": 4182, + "IoU": 0.40187673985583394, + "TN": 3045690, + "TP": 43598, + "n_pred": 47780, + "n_ref": 104304 + }, + "8": { + "Dice": 0.8999848691178696, + "FN": 2309, + "FP": 996, + "IoU": 0.8181568088033012, + "TN": 3136001, + "TP": 14870, + "n_pred": 15866, + "n_ref": 17179 + }, + "9": { + "Dice": 0.7595784311413953, + "FN": 6941, + "FP": 3256, + "IoU": 0.6123550655768866, + "TN": 3127871, + "TP": 16108, + "n_pred": 19364, + "n_ref": 23049 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0057.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0057.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.34146341463414637, + "FN": 81, + "FP": 0, + "IoU": 0.20588235294117646, + "TN": 1752218, + "TP": 21, + "n_pred": 21, + "n_ref": 102 + }, + "10": { + "Dice": 0.919360568383659, + "FN": 1018, + "FP": 571, + "IoU": 0.8507560815253123, + "TN": 1741673, + "TP": 9058, + "n_pred": 9629, + "n_ref": 10076 + }, + "11": { + "Dice": 0.7148722023573036, + "FN": 349, + "FP": 1804, + "IoU": 0.5562654575432812, + "TN": 1747468, + "TP": 2699, + "n_pred": 4503, + "n_ref": 3048 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6673095467695275, + "FN": 1004, + "FP": 31, + "IoU": 0.5007235890014472, + "TN": 1750247, + "TP": 1038, + "n_pred": 1069, + "n_ref": 2042 + }, + "14": { + "Dice": 0.8869990273586552, + "FN": 1903, + "FP": 2628, + "IoU": 0.7969436228376804, + "TN": 1730006, + "TP": 17783, + "n_pred": 20411, + "n_ref": 19686 + }, + "15": { + "Dice": 0.9178088320830413, + "FN": 1276, + "FP": 4235, + "IoU": 0.848102312505168, + "TN": 1716039, + "TP": 30770, + "n_pred": 35005, + "n_ref": 32046 + }, + "2": { + "Dice": 0.917831739023792, + "FN": 95, + "FP": 240, + "IoU": 0.8481414324569356, + "TN": 1750114, + "TP": 1871, + "n_pred": 2111, + "n_ref": 1966 + }, + "3": { + "Dice": 0.52, + "FN": 21, + "FP": 3, + "IoU": 0.35135135135135137, + "TN": 1752283, + "TP": 13, + "n_pred": 16, + "n_ref": 34 + }, + "4": { + "Dice": 0.0, + "FN": 15, + "FP": 7, + "IoU": 0.0, + "TN": 1752298, + "TP": 0, + "n_pred": 7, + "n_ref": 15 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9785296923815641, + "FN": 2240, + "FP": 4646, + "IoU": 0.9579619545310248, + "TN": 1588516, + "TP": 156918, + "n_pred": 161564, + "n_ref": 159158 + }, + "7": { + "Dice": 0.9474900619395397, + "FN": 667, + "FP": 469, + "IoU": 0.900219587176109, + "TN": 1740935, + "TP": 10249, + "n_pred": 10718, + "n_ref": 10916 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8167657887284056, + "FN": 147, + "FP": 500, + "IoU": 0.6902824317855433, + "TN": 1750231, + "TP": 1442, + "n_pred": 1942, + "n_ref": 1589 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0059.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0059.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 285, + "IoU": 0.0, + "TN": 2277731, + "TP": 0, + "n_pred": 285, + "n_ref": 0 + }, + "10": { + "Dice": 0.812760055478502, + "FN": 202, + "FP": 203, + "IoU": 0.6845794392523364, + "TN": 2276732, + "TP": 879, + "n_pred": 1082, + "n_ref": 1081 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 13, + "IoU": 0.0, + "TN": 2278003, + "TP": 0, + "n_pred": 13, + "n_ref": 0 + }, + "13": { + "Dice": 0.582010228298292, + "FN": 2075, + "FP": 10430, + "IoU": 0.41044740936306634, + "TN": 2256805, + "TP": 8706, + "n_pred": 19136, + "n_ref": 10781 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.2548877624909486, + "FN": 6, + "FP": 1023, + "IoU": 0.14605809128630706, + "TN": 2276811, + "TP": 176, + "n_pred": 1199, + "n_ref": 182 + }, + "3": { + "Dice": 0.855145707534786, + "FN": 3578, + "FP": 836, + "IoU": 0.746947199449636, + "TN": 2260573, + "TP": 13029, + "n_pred": 13865, + "n_ref": 16607 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6317999160319079, + "FN": 2098, + "FP": 4041, + "IoU": 0.4617745046466772, + "TN": 2266610, + "TP": 5267, + "n_pred": 9308, + "n_ref": 7365 + }, + "6": { + "Dice": 0.9055294494130328, + "FN": 5141, + "FP": 6077, + "IoU": 0.8273675787141055, + "TN": 2213034, + "TP": 53764, + "n_pred": 59841, + "n_ref": 58905 + }, + "7": { + "Dice": 0.9250695796914907, + "FN": 2333, + "FP": 8786, + "IoU": 0.86058554322613, + "TN": 2198261, + "TP": 68636, + "n_pred": 77422, + "n_ref": 70969 + }, + "8": { + "Dice": 0.9053128975586116, + "FN": 1667, + "FP": 1459, + "IoU": 0.8270060874377421, + "TN": 2259946, + "TP": 14944, + "n_pred": 16403, + "n_ref": 16611 + }, + "9": { + "Dice": 0.8631284916201117, + "FN": 2774, + "FP": 2126, + "IoU": 0.7592137592137592, + "TN": 2257666, + "TP": 15450, + "n_pred": 17576, + "n_ref": 18224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0072.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0072.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9441392793967042, + "FN": 234, + "FP": 966, + "IoU": 0.8941892249360727, + "TN": 2266675, + "TP": 10141, + "n_pred": 11107, + "n_ref": 10375 + }, + "10": { + "Dice": 0.0, + "FN": 3, + "FP": 1488, + "IoU": 0.0, + "TN": 2276525, + "TP": 0, + "n_pred": 1488, + "n_ref": 3 + }, + "11": { + "Dice": 0.7147208121827411, + "FN": 550, + "FP": 574, + "IoU": 0.5560821484992101, + "TN": 2275484, + "TP": 1408, + "n_pred": 1982, + "n_ref": 1958 + }, + "12": { + "Dice": 0.2904841402337229, + "FN": 141, + "FP": 284, + "IoU": 0.169921875, + "TN": 2277504, + "TP": 87, + "n_pred": 371, + "n_ref": 228 + }, + "13": { + "Dice": 0.6833333333333333, + "FN": 180, + "FP": 162, + "IoU": 0.5189873417721519, + "TN": 2277305, + "TP": 369, + "n_pred": 531, + "n_ref": 549 + }, + "14": { + "Dice": 0.4753219761101316, + "FN": 1400, + "FP": 43535, + "IoU": 0.311752362572562, + "TN": 2212727, + "TP": 20354, + "n_pred": 63889, + "n_ref": 21754 + }, + "15": { + "Dice": 0.5422029843945779, + "FN": 202, + "FP": 7836, + "IoU": 0.3719331145491483, + "TN": 2265218, + "TP": 4760, + "n_pred": 12596, + "n_ref": 4962 + }, + "2": { + "Dice": 0.9547837532072849, + "FN": 2088, + "FP": 4027, + "IoU": 0.9134796326952191, + "TN": 2207339, + "TP": 64562, + "n_pred": 68589, + "n_ref": 66650 + }, + "3": { + "Dice": 0.9613325060850475, + "FN": 1904, + "FP": 2147, + "IoU": 0.9255440376415233, + "TN": 2223608, + "TP": 50357, + "n_pred": 52504, + "n_ref": 52261 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9363847224369878, + "FN": 2398, + "FP": 3773, + "IoU": 0.8803791579437078, + "TN": 2226428, + "TP": 45417, + "n_pred": 49190, + "n_ref": 47815 + }, + "7": { + "Dice": 0.7033489214059436, + "FN": 9589, + "FP": 14009, + "IoU": 0.5424349950555524, + "TN": 2226443, + "TP": 27975, + "n_pred": 41984, + "n_ref": 37564 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0075.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0075.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9643721680839178, + "FN": 1291, + "FP": 2153, + "IoU": 0.9311956847467785, + "TN": 2753657, + "TP": 46611, + "n_pred": 48764, + "n_ref": 47902 + }, + "10": { + "Dice": 0.6314001081164569, + "FN": 3136, + "FP": 1637, + "IoU": 0.4613474777113193, + "TN": 2794851, + "TP": 4088, + "n_pred": 5725, + "n_ref": 7224 + }, + "11": { + "Dice": 0.7704576976421637, + "FN": 384, + "FP": 278, + "IoU": 0.6266215454032713, + "TN": 2801939, + "TP": 1111, + "n_pred": 1389, + "n_ref": 1495 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8550460978693225, + "FN": 440, + "FP": 4261, + "IoU": 0.7467952170634493, + "TN": 2785146, + "TP": 13865, + "n_pred": 18126, + "n_ref": 14305 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9197633854087669, + "FN": 1670, + "FP": 1504, + "IoU": 0.8514462229710755, + "TN": 2782346, + "TP": 18192, + "n_pred": 19696, + "n_ref": 19862 + }, + "3": { + "Dice": 0.7648065730914071, + "FN": 566, + "FP": 121, + "IoU": 0.6191796008869179, + "TN": 2801908, + "TP": 1117, + "n_pred": 1238, + "n_ref": 1683 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.779858464888405, + "FN": 525, + "FP": 3519, + "IoU": 0.6391541001159989, + "TN": 2792505, + "TP": 7163, + "n_pred": 10682, + "n_ref": 7688 + }, + "6": { + "Dice": 0.9469840927384222, + "FN": 2935, + "FP": 9843, + "IoU": 0.8993065405831363, + "TN": 2676812, + "TP": 114122, + "n_pred": 123965, + "n_ref": 117057 + }, + "7": { + "Dice": 0.9010444227823423, + "FN": 3194, + "FP": 3912, + "IoU": 0.8199097774849207, + "TN": 2764254, + "TP": 32352, + "n_pred": 36264, + "n_ref": 35546 + }, + "8": { + "Dice": 0.9370524612757288, + "FN": 1303, + "FP": 798, + "IoU": 0.8815604036304189, + "TN": 2785973, + "TP": 15638, + "n_pred": 16436, + "n_ref": 16941 + }, + "9": { + "Dice": 0.9143543699566495, + "FN": 3149, + "FP": 2126, + "IoU": 0.8422217569467293, + "TN": 2770279, + "TP": 28158, + "n_pred": 30284, + "n_ref": 31307 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0081.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0081.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.5524475524475524, + "FN": 583, + "FP": 57, + "IoU": 0.38164251207729466, + "TN": 1751285, + "TP": 395, + "n_pred": 452, + "n_ref": 978 + }, + "11": { + "Dice": 0.6350235849056604, + "FN": 295, + "FP": 943, + "IoU": 0.4652267818574514, + "TN": 1750005, + "TP": 1077, + "n_pred": 2020, + "n_ref": 1372 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 93, + "IoU": 0.0, + "TN": 1752227, + "TP": 0, + "n_pred": 93, + "n_ref": 0 + }, + "13": { + "Dice": 0.8641086307993004, + "FN": 509, + "FP": 3454, + "IoU": 0.7607317514942945, + "TN": 1735757, + "TP": 12600, + "n_pred": 16054, + "n_ref": 13109 + }, + "14": { + "Dice": 0.8394548994159636, + "FN": 2039, + "FP": 435, + "IoU": 0.7233281145157683, + "TN": 1743378, + "TP": 6468, + "n_pred": 6903, + "n_ref": 8507 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.938821268417681, + "FN": 1767, + "FP": 3581, + "IoU": 0.8846966495623302, + "TN": 1705938, + "TP": 41034, + "n_pred": 44615, + "n_ref": 42801 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9770603633848337, + "FN": 3402, + "FP": 445, + "IoU": 0.9551495791265419, + "TN": 1666546, + "TP": 81927, + "n_pred": 82372, + "n_ref": 85329 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 3482, + "IoU": 0.0, + "TN": 1748838, + "TP": 0, + "n_pred": 3482, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.862610474034037, + "FN": 1112, + "FP": 769, + "IoU": 0.7584125353198048, + "TN": 1744534, + "TP": 5905, + "n_pred": 6674, + "n_ref": 7017 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0084.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0084.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.10013479684190256, + "FN": 2, + "FP": 4671, + "IoU": 0.052706263936752484, + "TN": 2273083, + "TP": 260, + "n_pred": 4931, + "n_ref": 262 + }, + "10": { + "Dice": 0.8763151141904029, + "FN": 146, + "FP": 818, + "IoU": 0.7798584151632793, + "TN": 2273637, + "TP": 3415, + "n_pred": 4233, + "n_ref": 3561 + }, + "11": { + "Dice": 0.6896948762233737, + "FN": 191, + "FP": 1426, + "IoU": 0.5263620386643234, + "TN": 2274602, + "TP": 1797, + "n_pred": 3223, + "n_ref": 1988 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8472739586860819, + "FN": 900, + "FP": 904, + "IoU": 0.7350176263219741, + "TN": 2271208, + "TP": 5004, + "n_pred": 5908, + "n_ref": 5904 + }, + "14": { + "Dice": 0.8693308821993357, + "FN": 458, + "FP": 5797, + "IoU": 0.7688640898677112, + "TN": 2250954, + "TP": 20807, + "n_pred": 26604, + "n_ref": 21265 + }, + "15": { + "Dice": 0.8581626766657052, + "FN": 2512, + "FP": 1422, + "IoU": 0.751562993369119, + "TN": 2262181, + "TP": 11901, + "n_pred": 13323, + "n_ref": 14413 + }, + "2": { + "Dice": 0.9471725922996729, + "FN": 3000, + "FP": 2878, + "IoU": 0.8996465948474553, + "TN": 2219443, + "TP": 52695, + "n_pred": 55573, + "n_ref": 55695 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9469950848972297, + "FN": 1048, + "FP": 850, + "IoU": 0.8993263671564208, + "TN": 2259163, + "TP": 16955, + "n_pred": 17805, + "n_ref": 18003 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9611749850989741, + "FN": 7077, + "FP": 12725, + "IoU": 0.9252520600791946, + "TN": 2013099, + "TP": 245115, + "n_pred": 257840, + "n_ref": 252192 + }, + "7": { + "Dice": 0.9563307109989609, + "FN": 7812, + "FP": 2485, + "IoU": 0.9163158493571509, + "TN": 2154970, + "TP": 112749, + "n_pred": 115234, + "n_ref": 120561 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8821388939069396, + "FN": 2462, + "FP": 2105, + "IoU": 0.7891310370301967, + "TN": 2256358, + "TP": 17091, + "n_pred": 19196, + "n_ref": 19553 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0086.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0086.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9507973127874751, + "FN": 1429, + "FP": 1962, + "IoU": 0.9062093762965012, + "TN": 2066629, + "TP": 32764, + "n_pred": 34726, + "n_ref": 34193 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.30601092896174864, + "FN": 87, + "FP": 40, + "IoU": 0.18064516129032257, + "TN": 2102629, + "TP": 28, + "n_pred": 68, + "n_ref": 115 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9486698096151974, + "FN": 3721, + "FP": 3661, + "IoU": 0.9023519140718008, + "TN": 2027186, + "TP": 68216, + "n_pred": 71877, + "n_ref": 71937 + }, + "15": { + "Dice": 0.90011530084981, + "FN": 843, + "FP": 1496, + "IoU": 0.8183724180773412, + "TN": 2089906, + "TP": 10539, + "n_pred": 12035, + "n_ref": 11382 + }, + "2": { + "Dice": 0.8197932053175776, + "FN": 57, + "FP": 187, + "IoU": 0.6946182728410513, + "TN": 2101985, + "TP": 555, + "n_pred": 742, + "n_ref": 612 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8057610993657506, + "FN": 487, + "FP": 983, + "IoU": 0.6747067935383935, + "TN": 2098265, + "TP": 3049, + "n_pred": 4032, + "n_ref": 3536 + }, + "6": { + "Dice": 0.9515898319689788, + "FN": 374, + "FP": 2435, + "IoU": 0.9076503271197028, + "TN": 2072367, + "TP": 27608, + "n_pred": 30043, + "n_ref": 27982 + }, + "7": { + "Dice": 0.9403837006500714, + "FN": 146, + "FP": 2110, + "IoU": 0.8874756845727967, + "TN": 2082735, + "TP": 17793, + "n_pred": 19903, + "n_ref": 17939 + }, + "8": { + "Dice": 0.9334992611029012, + "FN": 1046, + "FP": 2374, + "IoU": 0.875291715285881, + "TN": 2075360, + "TP": 24004, + "n_pred": 26378, + "n_ref": 25050 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0094.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0094.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9240429057294846, + "FN": 1148, + "FP": 594, + "IoU": 0.8588101799319177, + "TN": 1915214, + "TP": 10596, + "n_pred": 11190, + "n_ref": 11744 + }, + "10": { + "Dice": 0.8142177589852009, + "FN": 870, + "FP": 4754, + "IoU": 0.6866503231557833, + "TN": 1909604, + "TP": 12324, + "n_pred": 17078, + "n_ref": 13194 + }, + "11": { + "Dice": 0.6371546328804762, + "FN": 1357, + "FP": 1020, + "IoU": 0.4675179211469534, + "TN": 1923088, + "TP": 2087, + "n_pred": 3107, + "n_ref": 3444 + }, + "12": { + "Dice": 0.8219010787706086, + "FN": 257, + "FP": 618, + "IoU": 0.6976503109882516, + "TN": 1924658, + "TP": 2019, + "n_pred": 2637, + "n_ref": 2276 + }, + "13": { + "Dice": 0.8050736802835292, + "FN": 398, + "FP": 3782, + "IoU": 0.6737433655947549, + "TN": 1914740, + "TP": 8632, + "n_pred": 12414, + "n_ref": 9030 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9669584417632678, + "FN": 766, + "FP": 491, + "IoU": 0.936030534351145, + "TN": 1907902, + "TP": 18393, + "n_pred": 18884, + "n_ref": 19159 + }, + "3": { + "Dice": 0.968788177999431, + "FN": 1265, + "FP": 600, + "IoU": 0.9394657405303645, + "TN": 1896743, + "TP": 28944, + "n_pred": 29544, + "n_ref": 30209 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8009383378016086, + "FN": 178, + "FP": 416, + "IoU": 0.6679709334823924, + "TN": 1925763, + "TP": 1195, + "n_pred": 1611, + "n_ref": 1373 + }, + "6": { + "Dice": 0.9698987472112579, + "FN": 3576, + "FP": 3440, + "IoU": 0.9415567106490738, + "TN": 1807504, + "TP": 113032, + "n_pred": 116472, + "n_ref": 116608 + }, + "7": { + "Dice": 0.940891021544394, + "FN": 2029, + "FP": 3428, + "IoU": 0.8883797991368202, + "TN": 1878663, + "TP": 43432, + "n_pred": 46860, + "n_ref": 45461 + }, + "8": { + "Dice": 0.9208475087205547, + "FN": 2126, + "FP": 1550, + "IoU": 0.8533061973741969, + "TN": 1902493, + "TP": 21383, + "n_pred": 22933, + "n_ref": 23509 + }, + "9": { + "Dice": 0.508695652173913, + "FN": 353, + "FP": 325, + "IoU": 0.34110787172011664, + "TN": 1926523, + "TP": 351, + "n_pred": 676, + "n_ref": 704 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0098.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0098.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9602081904661427, + "FN": 564, + "FP": 1699, + "IoU": 0.9234619677342983, + "TN": 2774145, + "TP": 27304, + "n_pred": 29003, + "n_ref": 27868 + }, + "10": { + "Dice": 0.8063906545267137, + "FN": 1828, + "FP": 2680, + "IoU": 0.6755900978698907, + "TN": 2789816, + "TP": 9388, + "n_pred": 12068, + "n_ref": 11216 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 9, + "IoU": 0.0, + "TN": 2803703, + "TP": 0, + "n_pred": 9, + "n_ref": 0 + }, + "13": { + "Dice": 0.7927097428958051, + "FN": 1397, + "FP": 3505, + "IoU": 0.6566024518388791, + "TN": 2789437, + "TP": 9373, + "n_pred": 12878, + "n_ref": 10770 + }, + "14": { + "Dice": 0.9742525707454686, + "FN": 2560, + "FP": 4203, + "IoU": 0.9497977211149463, + "TN": 2668997, + "TP": 127952, + "n_pred": 132155, + "n_ref": 130512 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 1354, + "IoU": 0.0, + "TN": 2802358, + "TP": 0, + "n_pred": 1354, + "n_ref": 0 + }, + "2": { + "Dice": 0.9455259400285578, + "FN": 3781, + "FP": 797, + "IoU": 0.8966801327044167, + "TN": 2759403, + "TP": 39731, + "n_pred": 40528, + "n_ref": 43512 + }, + "3": { + "Dice": 0.9510866187408067, + "FN": 818, + "FP": 1543, + "IoU": 0.906735137270393, + "TN": 2778397, + "TP": 22954, + "n_pred": 24497, + "n_ref": 23772 + }, + "4": { + "Dice": 0.9101199526947119, + "FN": 303, + "FP": 1825, + "IoU": 0.8350643311114556, + "TN": 2790810, + "TP": 10774, + "n_pred": 12599, + "n_ref": 11077 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9742659829059829, + "FN": 4972, + "FP": 13846, + "IoU": 0.9498232160284135, + "TN": 2428678, + "TP": 356216, + "n_pred": 370062, + "n_ref": 361188 + }, + "7": { + "Dice": 0.9770445590358945, + "FN": 13355, + "FP": 2573, + "IoU": 0.9551193726630544, + "TN": 2448815, + "TP": 338969, + "n_pred": 341542, + "n_ref": 352324 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 14, + "IoU": 0.0, + "TN": 2803698, + "TP": 0, + "n_pred": 14, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0104.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0104.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9239994517543859, + "FN": 2915, + "FP": 5957, + "IoU": 0.8587351124132221, + "TN": 3091372, + "TP": 53932, + "n_pred": 59889, + "n_ref": 56847 + }, + "10": { + "Dice": 0.6246019953300785, + "FN": 6213, + "FP": 861, + "IoU": 0.4541245466471178, + "TN": 3141217, + "TP": 5885, + "n_pred": 6746, + "n_ref": 12098 + }, + "11": { + "Dice": 0.650049850448654, + "FN": 412, + "FP": 992, + "IoU": 0.4815361890694239, + "TN": 3151468, + "TP": 1304, + "n_pred": 2296, + "n_ref": 1716 + }, + "12": { + "Dice": 0.6357388316151202, + "FN": 357, + "FP": 279, + "IoU": 0.4659949622166247, + "TN": 3152985, + "TP": 555, + "n_pred": 834, + "n_ref": 912 + }, + "13": { + "Dice": 0.4892430278884462, + "FN": 1584, + "FP": 5467, + "IoU": 0.32383966244725737, + "TN": 3143748, + "TP": 3377, + "n_pred": 8844, + "n_ref": 4961 + }, + "14": { + "Dice": 0.1390426009226557, + "FN": 4350, + "FP": 70487, + "IoU": 0.074715628090999, + "TN": 3073296, + "TP": 6043, + "n_pred": 76530, + "n_ref": 10393 + }, + "15": { + "Dice": 0.9062833267592877, + "FN": 898, + "FP": 5517, + "IoU": 0.8286271471696097, + "TN": 3116743, + "TP": 31018, + "n_pred": 36535, + "n_ref": 31916 + }, + "2": { + "Dice": 0.9588091938643857, + "FN": 2048, + "FP": 1400, + "IoU": 0.9208775069989444, + "TN": 3110598, + "TP": 40130, + "n_pred": 41530, + "n_ref": 42178 + }, + "3": { + "Dice": 0.9522257260626675, + "FN": 931, + "FP": 3114, + "IoU": 0.9088080798971977, + "TN": 3109819, + "TP": 40312, + "n_pred": 43426, + "n_ref": 41243 + }, + "4": { + "Dice": 0.7503304255881575, + "FN": 227, + "FP": 3551, + "IoU": 0.6004230565838181, + "TN": 3144721, + "TP": 5677, + "n_pred": 9228, + "n_ref": 5904 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9854920152715628, + "FN": 1366, + "FP": 3935, + "IoU": 0.9713989737945323, + "TN": 2968833, + "TP": 180042, + "n_pred": 183977, + "n_ref": 181408 + }, + "7": { + "Dice": 0.9108597285067873, + "FN": 655, + "FP": 1709, + "IoU": 0.8363107602825094, + "TN": 3139734, + "TP": 12078, + "n_pred": 13787, + "n_ref": 12733 + }, + "8": { + "Dice": 0.6553552492046659, + "FN": 11, + "FP": 314, + "IoU": 0.48738170347003157, + "TN": 3153542, + "TP": 309, + "n_pred": 623, + "n_ref": 320 + }, + "9": { + "Dice": 0.791649441918148, + "FN": 1120, + "FP": 3920, + "IoU": 0.6551488197057818, + "TN": 3139561, + "TP": 9575, + "n_pred": 13495, + "n_ref": 10695 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0109.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0109.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.865759784259844, + "FN": 1277, + "FP": 6588, + "IoU": 0.7632949107653414, + "TN": 2420021, + "TP": 25362, + "n_pred": 31950, + "n_ref": 26639 + }, + "11": { + "Dice": 0.3719711853307138, + "FN": 766, + "FP": 193, + "IoU": 0.22847948511665325, + "TN": 2452005, + "TP": 284, + "n_pred": 477, + "n_ref": 1050 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.13569427055386632, + "FN": 8435, + "FP": 6062, + "IoU": 0.07278541733290694, + "TN": 2437613, + "TP": 1138, + "n_pred": 7200, + "n_ref": 9573 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9695382642154767, + "FN": 210, + "FP": 360, + "IoU": 0.9408775023337828, + "TN": 2443607, + "TP": 9071, + "n_pred": 9431, + "n_ref": 9281 + }, + "3": { + "Dice": 0.9475890985324947, + "FN": 2, + "FP": 73, + "IoU": 0.900398406374502, + "TN": 2452495, + "TP": 678, + "n_pred": 751, + "n_ref": 680 + }, + "4": { + "Dice": 0.8819875776397516, + "FN": 228, + "FP": 209, + "IoU": 0.7888888888888889, + "TN": 2451178, + "TP": 1633, + "n_pred": 1842, + "n_ref": 1861 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9359707191432638, + "FN": 743, + "FP": 4925, + "IoU": 0.8796475209682556, + "TN": 2406153, + "TP": 41427, + "n_pred": 46352, + "n_ref": 42170 + }, + "7": { + "Dice": 0.8369879680951737, + "FN": 10786, + "FP": 1272, + "IoU": 0.7196726647138141, + "TN": 2410234, + "TP": 30956, + "n_pred": 32228, + "n_ref": 41742 + }, + "8": { + "Dice": 0.7669491525423728, + "FN": 30, + "FP": 740, + "IoU": 0.6219931271477663, + "TN": 2451211, + "TP": 1267, + "n_pred": 2007, + "n_ref": 1297 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0134.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0134.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8318932178294403, + "FN": 15083, + "FP": 131, + "IoU": 0.7121722350448371, + "TN": 2575622, + "TP": 37644, + "n_pred": 37775, + "n_ref": 52727 + }, + "10": { + "Dice": 0.9267841069821268, + "FN": 2197, + "FP": 650, + "IoU": 0.8635579411482796, + "TN": 2607614, + "TP": 18019, + "n_pred": 18669, + "n_ref": 20216 + }, + "11": { + "Dice": 0.31627906976744186, + "FN": 1343, + "FP": 274, + "IoU": 0.1878453038674033, + "TN": 2626489, + "TP": 374, + "n_pred": 648, + "n_ref": 1717 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 1101, + "IoU": 0.0, + "TN": 2627379, + "TP": 0, + "n_pred": 1101, + "n_ref": 0 + }, + "13": { + "Dice": 0.9232769830949284, + "FN": 2782, + "FP": 1407, + "IoU": 0.857487922705314, + "TN": 2599086, + "TP": 25205, + "n_pred": 26612, + "n_ref": 27987 + }, + "14": { + "Dice": 0.980350381529127, + "FN": 1075, + "FP": 622, + "IoU": 0.9614580967522144, + "TN": 2584450, + "TP": 42333, + "n_pred": 42955, + "n_ref": 43408 + }, + "15": { + "Dice": 0.6555386949924128, + "FN": 0, + "FP": 227, + "IoU": 0.48758465011286684, + "TN": 2628037, + "TP": 216, + "n_pred": 443, + "n_ref": 216 + }, + "2": { + "Dice": 0.8230895851351728, + "FN": 1002, + "FP": 5339, + "IoU": 0.6993646880333776, + "TN": 2607388, + "TP": 14751, + "n_pred": 20090, + "n_ref": 15753 + }, + "3": { + "Dice": 0.22629708599857853, + "FN": 5374, + "FP": 69, + "IoU": 0.12758454880589837, + "TN": 2622241, + "TP": 796, + "n_pred": 865, + "n_ref": 6170 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.280999528524281, + "FN": 457, + "FP": 13268, + "IoU": 0.1634668129456939, + "TN": 2612073, + "TP": 2682, + "n_pred": 15950, + "n_ref": 3139 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9686962065667836, + "FN": 129, + "FP": 362, + "IoU": 0.9392927794263106, + "TN": 2620392, + "TP": 7597, + "n_pred": 7959, + "n_ref": 7726 + }, + "9": { + "Dice": 0.9519059902550874, + "FN": 257, + "FP": 2260, + "IoU": 0.9082257711660469, + "TN": 2601054, + "TP": 24909, + "n_pred": 27169, + "n_ref": 25166 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0147.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0147.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9765646539840088, + "FN": 198, + "FP": 57, + "IoU": 0.9542025862068966, + "TN": 4024768, + "TP": 5313, + "n_pred": 5370, + "n_ref": 5511 + }, + "10": { + "Dice": 0.8636121470431539, + "FN": 393, + "FP": 119, + "IoU": 0.7599624941397093, + "TN": 4028203, + "TP": 1621, + "n_pred": 1740, + "n_ref": 2014 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4030336, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6964143426294821, + "FN": 317, + "FP": 64, + "IoU": 0.5342298288508558, + "TN": 4029518, + "TP": 437, + "n_pred": 501, + "n_ref": 754 + }, + "13": { + "Dice": 0.889090909090909, + "FN": 88, + "FP": 34, + "IoU": 0.8003273322422259, + "TN": 4029725, + "TP": 489, + "n_pred": 523, + "n_ref": 577 + }, + "14": { + "Dice": 0.9560416633231155, + "FN": 3995, + "FP": 1483, + "IoU": 0.9157852662649121, + "TN": 3965288, + "TP": 59570, + "n_pred": 61053, + "n_ref": 63565 + }, + "15": { + "Dice": 0.6129643669446551, + "FN": 28, + "FP": 2014, + "IoU": 0.4419240229570921, + "TN": 4026677, + "TP": 1617, + "n_pred": 3631, + "n_ref": 1645 + }, + "2": { + "Dice": 0.9680557668898356, + "FN": 6025, + "FP": 693, + "IoU": 0.9380892259770899, + "TN": 3921825, + "TP": 101793, + "n_pred": 102486, + "n_ref": 107818 + }, + "3": { + "Dice": 0.9667073497066252, + "FN": 3571, + "FP": 1530, + "IoU": 0.9355600752915019, + "TN": 3951177, + "TP": 74058, + "n_pred": 75588, + "n_ref": 77629 + }, + "4": { + "Dice": 0.94854666907384, + "FN": 113, + "FP": 172, + "IoU": 0.9021291208791209, + "TN": 4027424, + "TP": 2627, + "n_pred": 2799, + "n_ref": 2740 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4030336, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9944108668167381, + "FN": 1030, + "FP": 420, + "IoU": 0.9888838632025206, + "TN": 3899895, + "TP": 128991, + "n_pred": 129411, + "n_ref": 130021 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 7916, + "IoU": 0.0, + "TN": 4022420, + "TP": 0, + "n_pred": 7916, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4030336, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7741935483870968, + "FN": 5, + "FP": 2, + "IoU": 0.631578947368421, + "TN": 4030317, + "TP": 12, + "n_pred": 14, + "n_ref": 17 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0195.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0195.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9644712237689591, + "FN": 230, + "FP": 283, + "IoU": 0.9313804173354735, + "TN": 2796236, + "TP": 6963, + "n_pred": 7246, + "n_ref": 7193 + }, + "10": { + "Dice": 0.8511666728955662, + "FN": 2468, + "FP": 9479, + "IoU": 0.7408965711683185, + "TN": 2757603, + "TP": 34162, + "n_pred": 43641, + "n_ref": 36630 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 2803708, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "12": { + "Dice": 0.737669376693767, + "FN": 665, + "FP": 303, + "IoU": 0.5843709746672392, + "TN": 2801383, + "TP": 1361, + "n_pred": 1664, + "n_ref": 2026 + }, + "13": { + "Dice": 0.8379375873604197, + "FN": 9545, + "FP": 774, + "IoU": 0.7210779543734458, + "TN": 2766716, + "TP": 26677, + "n_pred": 27451, + "n_ref": 36222 + }, + "14": { + "Dice": 0.9570735985577509, + "FN": 2208, + "FP": 1316, + "IoU": 0.9176808615010862, + "TN": 2760903, + "TP": 39285, + "n_pred": 40601, + "n_ref": 41493 + }, + "15": { + "Dice": 0.9108854954221433, + "FN": 1087, + "FP": 4276, + "IoU": 0.8363542048089833, + "TN": 2770940, + "TP": 27409, + "n_pred": 31685, + "n_ref": 28496 + }, + "2": { + "Dice": 0.24125339673913043, + "FN": 33763, + "FP": 1977, + "IoU": 0.13717348269035778, + "TN": 2762290, + "TP": 5682, + "n_pred": 7659, + "n_ref": 39445 + }, + "3": { + "Dice": 0.4358990417736582, + "FN": 7265, + "FP": 1742, + "IoU": 0.2786898374309282, + "TN": 2791225, + "TP": 3480, + "n_pred": 5222, + "n_ref": 10745 + }, + "4": { + "Dice": 0.6303630363036303, + "FN": 487, + "FP": 185, + "IoU": 0.4602409638554217, + "TN": 2802467, + "TP": 573, + "n_pred": 758, + "n_ref": 1060 + }, + "5": { + "Dice": 0.14847161572052403, + "FN": 1170, + "FP": 0, + "IoU": 0.08018867924528301, + "TN": 2802440, + "TP": 102, + "n_pred": 102, + "n_ref": 1272 + }, + "6": { + "Dice": 0.9771512562312897, + "FN": 3308, + "FP": 10667, + "IoU": 0.9553233185103723, + "TN": 2490909, + "TP": 298828, + "n_pred": 309495, + "n_ref": 302136 + }, + "7": { + "Dice": 0.9578987817950153, + "FN": 8720, + "FP": 3770, + "IoU": 0.9191993686035529, + "TN": 2649134, + "TP": 142088, + "n_pred": 145858, + "n_ref": 150808 + }, + "8": { + "Dice": 0.9027431895519267, + "FN": 8659, + "FP": 1573, + "IoU": 0.8227273514787159, + "TN": 2745993, + "TP": 47487, + "n_pred": 49060, + "n_ref": 56146 + }, + "9": { + "Dice": 0.8908304975627702, + "FN": 1125, + "FP": 62, + "IoU": 0.803150912106136, + "TN": 2797682, + "TP": 4843, + "n_pred": 4905, + "n_ref": 5968 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0320.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0320.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.969940084758147, + "FN": 490, + "FP": 3624, + "IoU": 0.9416346276618384, + "TN": 2207529, + "TP": 66373, + "n_pred": 69997, + "n_ref": 66863 + }, + "10": { + "Dice": 0.8420255847399895, + "FN": 419, + "FP": 1668, + "IoU": 0.7271538763237024, + "TN": 2270367, + "TP": 5562, + "n_pred": 7230, + "n_ref": 5981 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 369, + "FP": 232, + "IoU": 0.0, + "TN": 2277415, + "TP": 0, + "n_pred": 232, + "n_ref": 369 + }, + "13": { + "Dice": 0.4310298225065321, + "FN": 5536, + "FP": 779, + "IoU": 0.2747214884575629, + "TN": 2269309, + "TP": 2392, + "n_pred": 3171, + "n_ref": 7928 + }, + "14": { + "Dice": 0.9211494591213482, + "FN": 767, + "FP": 3519, + "IoU": 0.8538249036526722, + "TN": 2248695, + "TP": 25035, + "n_pred": 28554, + "n_ref": 25802 + }, + "15": { + "Dice": 0.609254498714653, + "FN": 838, + "FP": 74, + "IoU": 0.43807763401109057, + "TN": 2276393, + "TP": 711, + "n_pred": 785, + "n_ref": 1549 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9693552215443634, + "FN": 3692, + "FP": 1085, + "IoU": 0.9405328021909622, + "TN": 2197686, + "TP": 75553, + "n_pred": 76638, + "n_ref": 79245 + }, + "4": { + "Dice": 0.895073190729978, + "FN": 582, + "FP": 3769, + "IoU": 0.8100746431533459, + "TN": 2255107, + "TP": 18558, + "n_pred": 22327, + "n_ref": 19140 + }, + "5": { + "Dice": 0.0, + "FN": 141, + "FP": 146, + "IoU": 0.0, + "TN": 2277729, + "TP": 0, + "n_pred": 146, + "n_ref": 141 + }, + "6": { + "Dice": 0.9721495423755107, + "FN": 2919, + "FP": 5160, + "IoU": 0.9458083470841551, + "TN": 2128934, + "TP": 141003, + "n_pred": 146163, + "n_ref": 143922 + }, + "7": { + "Dice": 0.8273243189375741, + "FN": 15590, + "FP": 871, + "IoU": 0.7055013865283121, + "TN": 2222121, + "TP": 39434, + "n_pred": 40305, + "n_ref": 55024 + }, + "8": { + "Dice": 0.37244348762109797, + "FN": 2, + "FP": 581, + "IoU": 0.22883597883597884, + "TN": 2277260, + "TP": 173, + "n_pred": 754, + "n_ref": 175 + }, + "9": { + "Dice": 0.8501718213058419, + "FN": 416, + "FP": 20, + "IoU": 0.7393903167961745, + "TN": 2276343, + "TP": 1237, + "n_pred": 1257, + "n_ref": 1653 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0341.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0341.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9682137890324065, + "FN": 445, + "FP": 5909, + "IoU": 0.9383860520140411, + "TN": 2700586, + "TP": 96772, + "n_pred": 102681, + "n_ref": 97217 + }, + "10": { + "Dice": 0.7927927927927928, + "FN": 381, + "FP": 10, + "IoU": 0.6567164179104478, + "TN": 2802573, + "TP": 748, + "n_pred": 758, + "n_ref": 1129 + }, + "11": { + "Dice": 0.8023520485584219, + "FN": 434, + "FP": 608, + "IoU": 0.6699398162812797, + "TN": 2800555, + "TP": 2115, + "n_pred": 2723, + "n_ref": 2549 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 10, + "IoU": 0.0, + "TN": 2803702, + "TP": 0, + "n_pred": 10, + "n_ref": 0 + }, + "13": { + "Dice": 0.49171342816129454, + "FN": 3778, + "FP": 117, + "IoU": 0.32600795985464615, + "TN": 2797933, + "TP": 1884, + "n_pred": 2001, + "n_ref": 5662 + }, + "14": { + "Dice": 0.27118211840310097, + "FN": 5490, + "FP": 51669, + "IoU": 0.1568598527871609, + "TN": 2735919, + "TP": 10634, + "n_pred": 62303, + "n_ref": 16124 + }, + "15": { + "Dice": 0.6983449012279765, + "FN": 819, + "FP": 311, + "IoU": 0.5365053322395406, + "TN": 2801274, + "TP": 1308, + "n_pred": 1619, + "n_ref": 2127 + }, + "2": { + "Dice": 0.9617192746809939, + "FN": 1490, + "FP": 1531, + "IoU": 0.926261319534282, + "TN": 2762743, + "TP": 37948, + "n_pred": 39479, + "n_ref": 39438 + }, + "3": { + "Dice": 0.9775105767089735, + "FN": 612, + "FP": 802, + "IoU": 0.9560104529616724, + "TN": 2771568, + "TP": 30730, + "n_pred": 31532, + "n_ref": 31342 + }, + "4": { + "Dice": 0.9367932734125833, + "FN": 305, + "FP": 131, + "IoU": 0.8811017180256341, + "TN": 2800045, + "TP": 3231, + "n_pred": 3362, + "n_ref": 3536 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9894331125649939, + "FN": 1484, + "FP": 3237, + "IoU": 0.9790872082463997, + "TN": 2577965, + "TP": 221026, + "n_pred": 224263, + "n_ref": 222510 + }, + "7": { + "Dice": 0.7626277137373435, + "FN": 9069, + "FP": 32239, + "IoU": 0.6163284261366275, + "TN": 2696047, + "TP": 66357, + "n_pred": 98596, + "n_ref": 75426 + }, + "8": { + "Dice": 0.8899447577067292, + "FN": 81, + "FP": 3764, + "IoU": 0.8017121344953845, + "TN": 2784321, + "TP": 15546, + "n_pred": 19310, + "n_ref": 15627 + }, + "9": { + "Dice": 0.9200961249624512, + "FN": 324, + "FP": 208, + "IoU": 0.8520166898470097, + "TN": 2800117, + "TP": 3063, + "n_pred": 3271, + "n_ref": 3387 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0348.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0348.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7724606884827879, + "FN": 23747, + "FP": 346, + "IoU": 0.6292757235839911, + "TN": 3790115, + "TP": 40896, + "n_pred": 41242, + "n_ref": 64643 + }, + "10": { + "Dice": 0.7820797251842839, + "FN": 8381, + "FP": 6844, + "IoU": 0.6421436126454343, + "TN": 3812559, + "TP": 27320, + "n_pred": 34164, + "n_ref": 35701 + }, + "11": { + "Dice": 0.7124631992149166, + "FN": 234, + "FP": 352, + "IoU": 0.5533536585365854, + "TN": 3853792, + "TP": 726, + "n_pred": 1078, + "n_ref": 960 + }, + "12": { + "Dice": 0.7653188828678616, + "FN": 343, + "FP": 220, + "IoU": 0.6198514517218096, + "TN": 3853623, + "TP": 918, + "n_pred": 1138, + "n_ref": 1261 + }, + "13": { + "Dice": 0.6844243087017653, + "FN": 2504, + "FP": 9616, + "IoU": 0.5202470015437597, + "TN": 3829841, + "TP": 13143, + "n_pred": 22759, + "n_ref": 15647 + }, + "14": { + "Dice": 0.0006054040275299516, + "FN": 0, + "FP": 125460, + "IoU": 0.0003027936700186457, + "TN": 3729606, + "TP": 38, + "n_pred": 125498, + "n_ref": 38 + }, + "15": { + "Dice": 0.008761091766820174, + "FN": 7569, + "FP": 10081, + "IoU": 0.004399819494584838, + "TN": 3837376, + "TP": 78, + "n_pred": 10159, + "n_ref": 7647 + }, + "2": { + "Dice": 0.5133505598621878, + "FN": 43, + "FP": 2217, + "IoU": 0.34530706836616454, + "TN": 3851652, + "TP": 1192, + "n_pred": 3409, + "n_ref": 1235 + }, + "3": { + "Dice": 0.9460480336114084, + "FN": 1363, + "FP": 3979, + "IoU": 0.8976196864578941, + "TN": 3802926, + "TP": 46836, + "n_pred": 50815, + "n_ref": 48199 + }, + "4": { + "Dice": 0.6183569650395064, + "FN": 537, + "FP": 6515, + "IoU": 0.4475518997258128, + "TN": 3842339, + "TP": 5713, + "n_pred": 12228, + "n_ref": 6250 + }, + "5": { + "Dice": 0.7544277028813111, + "FN": 2931, + "FP": 785, + "IoU": 0.6056876061120543, + "TN": 3845680, + "TP": 5708, + "n_pred": 6493, + "n_ref": 8639 + }, + "6": { + "Dice": 0.5225631551823906, + "FN": 5860, + "FP": 371201, + "IoU": 0.3536957650781353, + "TN": 3271693, + "TP": 206350, + "n_pred": 577551, + "n_ref": 212210 + }, + "7": { + "Dice": 0.9057795715771926, + "FN": 5223, + "FP": 9811, + "IoU": 0.827785287177255, + "TN": 3767806, + "TP": 72264, + "n_pred": 82075, + "n_ref": 77487 + }, + "8": { + "Dice": 0.9797482910624161, + "FN": 487, + "FP": 464, + "IoU": 0.9603005635566687, + "TN": 3831149, + "TP": 23004, + "n_pred": 23468, + "n_ref": 23491 + }, + "9": { + "Dice": 0.9230769230769231, + "FN": 467, + "FP": 2303, + "IoU": 0.8571428571428571, + "TN": 3835714, + "TP": 16620, + "n_pred": 18923, + "n_ref": 17087 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0350.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0350.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.583756345177665, + "FN": 0, + "FP": 164, + "IoU": 0.4121863799283154, + "TN": 1752041, + "TP": 115, + "n_pred": 279, + "n_ref": 115 + }, + "10": { + "Dice": 0.6172425828970332, + "FN": 10188, + "FP": 778, + "IoU": 0.4463852988691438, + "TN": 1732512, + "TP": 8842, + "n_pred": 9620, + "n_ref": 19030 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8053956242803093, + "FN": 603, + "FP": 580, + "IoU": 0.6741944367942716, + "TN": 1748689, + "TP": 2448, + "n_pred": 3028, + "n_ref": 3051 + }, + "13": { + "Dice": 0.36389736228243313, + "FN": 3384, + "FP": 161, + "IoU": 0.22241719675367405, + "TN": 1747761, + "TP": 1014, + "n_pred": 1175, + "n_ref": 4398 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 188, + "IoU": 0.0, + "TN": 1752132, + "TP": 0, + "n_pred": 188, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.10446724789753876, + "FN": 1309, + "FP": 33512, + "IoU": 0.05511234125691957, + "TN": 1715468, + "TP": 2031, + "n_pred": 35543, + "n_ref": 3340 + }, + "3": { + "Dice": 0.6579226540650015, + "FN": 58760, + "FP": 1539, + "IoU": 0.4902270767461914, + "TN": 1634034, + "TP": 57987, + "n_pred": 59526, + "n_ref": 116747 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 128, + "IoU": 0.0, + "TN": 1752192, + "TP": 0, + "n_pred": 128, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 152, + "IoU": 0.0, + "TN": 1752168, + "TP": 0, + "n_pred": 152, + "n_ref": 0 + }, + "6": { + "Dice": 0.9339443841697017, + "FN": 11760, + "FP": 2913, + "IoU": 0.8760747284674245, + "TN": 1633918, + "TP": 103729, + "n_pred": 106642, + "n_ref": 115489 + }, + "7": { + "Dice": 0.9298515654830087, + "FN": 5026, + "FP": 6732, + "IoU": 0.8688996175588435, + "TN": 1662633, + "TP": 77929, + "n_pred": 84661, + "n_ref": 82955 + }, + "8": { + "Dice": 0.9547291393621669, + "FN": 797, + "FP": 2519, + "IoU": 0.9133796562353064, + "TN": 1714038, + "TP": 34966, + "n_pred": 37485, + "n_ref": 35763 + }, + "9": { + "Dice": 0.0, + "FN": 31, + "FP": 3352, + "IoU": 0.0, + "TN": 1748937, + "TP": 0, + "n_pred": 3352, + "n_ref": 31 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0351.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0351.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9095362969709342, + "FN": 1710, + "FP": 4051, + "IoU": 0.834082138125684, + "TN": 2593758, + "TP": 28961, + "n_pred": 33012, + "n_ref": 30671 + }, + "10": { + "Dice": 0.8034501183115793, + "FN": 3863, + "FP": 1287, + "IoU": 0.6714723143659097, + "TN": 2612804, + "TP": 10526, + "n_pred": 11813, + "n_ref": 14389 + }, + "11": { + "Dice": 0.5375, + "FN": 65, + "FP": 305, + "IoU": 0.36752136752136755, + "TN": 2627895, + "TP": 215, + "n_pred": 520, + "n_ref": 280 + }, + "12": { + "Dice": 0.6268656716417911, + "FN": 5, + "FP": 20, + "IoU": 0.45652173913043476, + "TN": 2628434, + "TP": 21, + "n_pred": 41, + "n_ref": 26 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 299, + "IoU": 0.0, + "TN": 2628181, + "TP": 0, + "n_pred": 299, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 425, + "IoU": 0.0, + "TN": 2628055, + "TP": 0, + "n_pred": 425, + "n_ref": 0 + }, + "15": { + "Dice": 0.8699152240507231, + "FN": 719, + "FP": 2933, + "IoU": 0.769778730378869, + "TN": 2612617, + "TP": 12211, + "n_pred": 15144, + "n_ref": 12930 + }, + "2": { + "Dice": 0.9388155616269673, + "FN": 2689, + "FP": 6851, + "IoU": 0.8846865141240889, + "TN": 2545749, + "TP": 73191, + "n_pred": 80042, + "n_ref": 75880 + }, + "3": { + "Dice": 0.9496450805173324, + "FN": 1498, + "FP": 2886, + "IoU": 0.9041182774533605, + "TN": 2582757, + "TP": 41339, + "n_pred": 44225, + "n_ref": 42837 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9264646778026131, + "FN": 3433, + "FP": 6996, + "IoU": 0.8630034416625069, + "TN": 2552354, + "TP": 65697, + "n_pred": 72693, + "n_ref": 69130 + }, + "7": { + "Dice": 0.8381677679471385, + "FN": 7072, + "FP": 7378, + "IoU": 0.7214189319452478, + "TN": 2576610, + "TP": 37420, + "n_pred": 44798, + "n_ref": 44492 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 2628476, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0358.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0358.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9843826924128877, + "FN": 632, + "FP": 510, + "IoU": 0.9692456844316376, + "TN": 1364723, + "TP": 35991, + "n_pred": 36501, + "n_ref": 36623 + }, + "10": { + "Dice": 0.9201285033787526, + "FN": 3511, + "FP": 5141, + "IoU": 0.8520722199425523, + "TN": 1343368, + "TP": 49836, + "n_pred": 54977, + "n_ref": 53347 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.4583333333333333, + "FN": 62, + "FP": 42, + "IoU": 0.2972972972972973, + "TN": 1401708, + "TP": 44, + "n_pred": 86, + "n_ref": 106 + }, + "13": { + "Dice": 0.6828117913832199, + "FN": 1548, + "FP": 8943, + "IoU": 0.5183858972593307, + "TN": 1380073, + "TP": 11292, + "n_pred": 20235, + "n_ref": 12840 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.5086505190311419, + "FN": 282, + "FP": 2, + "IoU": 0.34106728538283065, + "TN": 1401425, + "TP": 147, + "n_pred": 149, + "n_ref": 429 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 249, + "IoU": 0.0, + "TN": 1401607, + "TP": 0, + "n_pred": 249, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8115482233502538, + "FN": 106, + "FP": 488, + "IoU": 0.6828617191671116, + "TN": 1399983, + "TP": 1279, + "n_pred": 1767, + "n_ref": 1385 + }, + "6": { + "Dice": 0.9900874512917865, + "FN": 2039, + "FP": 1731, + "IoU": 0.9803694909605932, + "TN": 1209808, + "TP": 188278, + "n_pred": 190009, + "n_ref": 190317 + }, + "7": { + "Dice": 0.865579701288225, + "FN": 2692, + "FP": 2807, + "IoU": 0.763014997414239, + "TN": 1378652, + "TP": 17705, + "n_pred": 20512, + "n_ref": 20397 + }, + "8": { + "Dice": 0.9288021345316669, + "FN": 170, + "FP": 844, + "IoU": 0.8670686942842161, + "TN": 1394228, + "TP": 6614, + "n_pred": 7458, + "n_ref": 6784 + }, + "9": { + "Dice": 0.9226924495063297, + "FN": 929, + "FP": 958, + "IoU": 0.8564800730149073, + "TN": 1388708, + "TP": 11261, + "n_pred": 12219, + "n_ref": 12190 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0371.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0371.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9812906304419229, + "FN": 817, + "FP": 2202, + "IoU": 0.963268484383935, + "TN": 3071985, + "TP": 79172, + "n_pred": 81374, + "n_ref": 79989 + }, + "10": { + "Dice": 0.8445930679199241, + "FN": 3231, + "FP": 3647, + "IoU": 0.7309918648310388, + "TN": 3128608, + "TP": 18690, + "n_pred": 22337, + "n_ref": 21921 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.26334026334026334, + "FN": 975, + "FP": 88, + "IoU": 0.1516360734237829, + "TN": 3152923, + "TP": 190, + "n_pred": 278, + "n_ref": 1165 + }, + "13": { + "Dice": 0.565922673496768, + "FN": 1878, + "FP": 1681, + "IoU": 0.39462493621364175, + "TN": 3148297, + "TP": 2320, + "n_pred": 4001, + "n_ref": 4198 + }, + "14": { + "Dice": 0.945917212524435, + "FN": 6892, + "FP": 2570, + "IoU": 0.8973841749089017, + "TN": 3061968, + "TP": 82746, + "n_pred": 85316, + "n_ref": 89638 + }, + "15": { + "Dice": 0.8277270348172885, + "FN": 20078, + "FP": 3291, + "IoU": 0.706087284618287, + "TN": 3074666, + "TP": 56141, + "n_pred": 59432, + "n_ref": 76219 + }, + "2": { + "Dice": 0.9638841116549808, + "FN": 125, + "FP": 148, + "IoU": 0.9302860061287027, + "TN": 3150260, + "TP": 3643, + "n_pred": 3791, + "n_ref": 3768 + }, + "3": { + "Dice": 0.9514022959872123, + "FN": 1823, + "FP": 518, + "IoU": 0.9073091542603737, + "TN": 3128920, + "TP": 22915, + "n_pred": 23433, + "n_ref": 24738 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 21, + "IoU": 0.0, + "TN": 3154155, + "TP": 0, + "n_pred": 21, + "n_ref": 0 + }, + "5": { + "Dice": 0.6790266512166859, + "FN": 171, + "FP": 106, + "IoU": 0.5140350877192983, + "TN": 3153606, + "TP": 293, + "n_pred": 399, + "n_ref": 464 + }, + "6": { + "Dice": 0.9325176340781022, + "FN": 3574, + "FP": 3276, + "IoU": 0.8735672493032356, + "TN": 3099997, + "TP": 47329, + "n_pred": 50605, + "n_ref": 50903 + }, + "7": { + "Dice": 0.879624595839652, + "FN": 2147, + "FP": 10474, + "IoU": 0.7851159464705282, + "TN": 3095442, + "TP": 46113, + "n_pred": 56587, + "n_ref": 48260 + }, + "8": { + "Dice": 0.9357881234437486, + "FN": 1298, + "FP": 1255, + "IoU": 0.8793250141803743, + "TN": 3133020, + "TP": 18603, + "n_pred": 19858, + "n_ref": 19901 + }, + "9": { + "Dice": 0.9012063906097163, + "FN": 1790, + "FP": 1846, + "IoU": 0.8201780415430268, + "TN": 3133956, + "TP": 16584, + "n_pred": 18430, + "n_ref": 18374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0374.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0374.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9465618068158903, + "FN": 165, + "FP": 100, + "IoU": 0.8985451761102603, + "TN": 2801100, + "TP": 2347, + "n_pred": 2447, + "n_ref": 2512 + }, + "10": { + "Dice": 0.051990087493046074, + "FN": 7528, + "FP": 11217, + "IoU": 0.02668882081104938, + "TN": 2784453, + "TP": 514, + "n_pred": 11731, + "n_ref": 8042 + }, + "11": { + "Dice": 0.7382007320362165, + "FN": 174, + "FP": 1185, + "IoU": 0.5850381679389313, + "TN": 2800437, + "TP": 1916, + "n_pred": 3101, + "n_ref": 2090 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5336401288541187, + "FN": 11777, + "FP": 3424, + "IoU": 0.3639216670851117, + "TN": 2779814, + "TP": 8697, + "n_pred": 12121, + "n_ref": 20474 + }, + "14": { + "Dice": 0.900240804753952, + "FN": 4157, + "FP": 6117, + "IoU": 0.8185799297204711, + "TN": 2747081, + "TP": 46357, + "n_pred": 52474, + "n_ref": 50514 + }, + "15": { + "Dice": 0.6224978855370736, + "FN": 1162, + "FP": 177, + "IoU": 0.4519033974621367, + "TN": 2801269, + "TP": 1104, + "n_pred": 1281, + "n_ref": 2266 + }, + "2": { + "Dice": 0.9216830913084727, + "FN": 7776, + "FP": 1387, + "IoU": 0.8547423154357097, + "TN": 2740631, + "TP": 53918, + "n_pred": 55305, + "n_ref": 61694 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 5139, + "IoU": 0.0, + "TN": 2798573, + "TP": 0, + "n_pred": 5139, + "n_ref": 0 + }, + "4": { + "Dice": 0.5379524418389584, + "FN": 54269, + "FP": 3188, + "IoU": 0.36794455750508775, + "TN": 2712807, + "TP": 33448, + "n_pred": 36636, + "n_ref": 87717 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9141993533584561, + "FN": 11827, + "FP": 27289, + "IoU": 0.841958748308115, + "TN": 2556207, + "TP": 208389, + "n_pred": 235678, + "n_ref": 220216 + }, + "7": { + "Dice": 0.7500731377729897, + "FN": 1767, + "FP": 52054, + "IoU": 0.6000936218272603, + "TN": 2669128, + "TP": 80763, + "n_pred": 132817, + "n_ref": 82530 + }, + "8": { + "Dice": 0.8578794288736118, + "FN": 777, + "FP": 3523, + "IoU": 0.7511286028475518, + "TN": 2786434, + "TP": 12978, + "n_pred": 16501, + "n_ref": 13755 + }, + "9": { + "Dice": 0.8114089192927367, + "FN": 3058, + "FP": 1987, + "IoU": 0.6826644860988803, + "TN": 2787814, + "TP": 10853, + "n_pred": 12840, + "n_ref": 13911 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0388.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0388.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9595827900912647, + "FN": 39, + "FP": 23, + "IoU": 0.9223057644110275, + "TN": 2978146, + "TP": 736, + "n_pred": 759, + "n_ref": 775 + }, + "10": { + "Dice": 0.9190787751897409, + "FN": 1322, + "FP": 1770, + "IoU": 0.8502735944990557, + "TN": 2958293, + "TP": 17559, + "n_pred": 19329, + "n_ref": 18881 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 136, + "IoU": 0.0, + "TN": 2978808, + "TP": 0, + "n_pred": 136, + "n_ref": 0 + }, + "13": { + "Dice": 0.9148714106029384, + "FN": 1018, + "FP": 2163, + "IoU": 0.8430995363519779, + "TN": 2958670, + "TP": 17093, + "n_pred": 19256, + "n_ref": 18111 + }, + "14": { + "Dice": 0.9493141129969774, + "FN": 216, + "FP": 1092, + "IoU": 0.9035184775392786, + "TN": 2965387, + "TP": 12249, + "n_pred": 13341, + "n_ref": 12465 + }, + "15": { + "Dice": 0.1836587129428778, + "FN": 1045, + "FP": 84, + "IoU": 0.10111464968152867, + "TN": 2977688, + "TP": 127, + "n_pred": 211, + "n_ref": 1172 + }, + "2": { + "Dice": 0.9614236722587821, + "FN": 1132, + "FP": 949, + "IoU": 0.925713061792739, + "TN": 2950931, + "TP": 25932, + "n_pred": 26881, + "n_ref": 27064 + }, + "3": { + "Dice": 0.375, + "FN": 9, + "FP": 21, + "IoU": 0.23076923076923078, + "TN": 2978905, + "TP": 9, + "n_pred": 30, + "n_ref": 18 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1112, + "IoU": 0.0, + "TN": 2977832, + "TP": 0, + "n_pred": 1112, + "n_ref": 0 + }, + "5": { + "Dice": 0.7641485598787267, + "FN": 2869, + "FP": 865, + "IoU": 0.6183174895226413, + "TN": 2969161, + "TP": 6049, + "n_pred": 6914, + "n_ref": 8918 + }, + "6": { + "Dice": 0.9393899390269057, + "FN": 3953, + "FP": 10739, + "IoU": 0.8857071732518067, + "TN": 2850397, + "TP": 113855, + "n_pred": 124594, + "n_ref": 117808 + }, + "7": { + "Dice": 0.7659371431253227, + "FN": 1969, + "FP": 27955, + "IoU": 0.6206629904291057, + "TN": 2900059, + "TP": 48961, + "n_pred": 76916, + "n_ref": 50930 + }, + "8": { + "Dice": 0.9655650397607062, + "FN": 1396, + "FP": 492, + "IoU": 0.9334226673249171, + "TN": 2950586, + "TP": 26470, + "n_pred": 26962, + "n_ref": 27866 + }, + "9": { + "Dice": 0.9436382754994742, + "FN": 2883, + "FP": 869, + "IoU": 0.8932908620346407, + "TN": 2943783, + "TP": 31409, + "n_pred": 32278, + "n_ref": 34292 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0398.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0398.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.5, + "FN": 14, + "FP": 0, + "IoU": 0.3333333333333333, + "TN": 2453227, + "TP": 7, + "n_pred": 7, + "n_ref": 21 + }, + "11": { + "Dice": 0.7199727798570943, + "FN": 222, + "FP": 601, + "IoU": 0.5624667729930888, + "TN": 2451367, + "TP": 1058, + "n_pred": 1659, + "n_ref": 1280 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.687623989012666, + "FN": 3771, + "FP": 323, + "IoU": 0.523953488372093, + "TN": 2444648, + "TP": 4506, + "n_pred": 4829, + "n_ref": 8277 + }, + "15": { + "Dice": 0.825475488882936, + "FN": 3570, + "FP": 4248, + "IoU": 0.7028167407914243, + "TN": 2426941, + "TP": 18489, + "n_pred": 22737, + "n_ref": 22059 + }, + "2": { + "Dice": 0.9331065515533834, + "FN": 1689, + "FP": 1418, + "IoU": 0.8746014448884045, + "TN": 2428471, + "TP": 21670, + "n_pred": 23088, + "n_ref": 23359 + }, + "3": { + "Dice": 0.9590504904018624, + "FN": 576, + "FP": 3716, + "IoU": 0.9213227746003813, + "TN": 2398696, + "TP": 50260, + "n_pred": 53976, + "n_ref": 50836 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7033398821218074, + "FN": 3881, + "FP": 649, + "IoU": 0.5424242424242425, + "TN": 2443348, + "TP": 5370, + "n_pred": 6019, + "n_ref": 9251 + }, + "6": { + "Dice": 0.9861424332344214, + "FN": 2297, + "FP": 1439, + "IoU": 0.9726636813299382, + "TN": 2316580, + "TP": 132932, + "n_pred": 134371, + "n_ref": 135229 + }, + "7": { + "Dice": 0.9528815691113827, + "FN": 2418, + "FP": 1553, + "IoU": 0.9100036261445018, + "TN": 2409124, + "TP": 40153, + "n_pred": 41706, + "n_ref": 42571 + }, + "8": { + "Dice": 0.96722471115303, + "FN": 929, + "FP": 739, + "IoU": 0.9365296803652968, + "TN": 2426968, + "TP": 24612, + "n_pred": 25351, + "n_ref": 25541 + }, + "9": { + "Dice": 0.9472210555788885, + "FN": 50, + "FP": 327, + "IoU": 0.8997340425531914, + "TN": 2449488, + "TP": 3383, + "n_pred": 3710, + "n_ref": 3433 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0401.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0401.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6647727272727273, + "FN": 236, + "FP": 0, + "IoU": 0.4978723404255319, + "TN": 2452778, + "TP": 234, + "n_pred": 234, + "n_ref": 470 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7157384987893463, + "FN": 518, + "FP": 69, + "IoU": 0.557315233785822, + "TN": 2451922, + "TP": 739, + "n_pred": 808, + "n_ref": 1257 + }, + "13": { + "Dice": 0.9044562284863709, + "FN": 582, + "FP": 445, + "IoU": 0.825577445652174, + "TN": 2447360, + "TP": 4861, + "n_pred": 5306, + "n_ref": 5443 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 6019, + "IoU": 0.0, + "TN": 2447229, + "TP": 0, + "n_pred": 6019, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9607723561138259, + "FN": 867, + "FP": 4086, + "IoU": 0.9245061577856359, + "TN": 2387640, + "TP": 60655, + "n_pred": 64741, + "n_ref": 61522 + }, + "3": { + "Dice": 0.9463239634893965, + "FN": 1028, + "FP": 1336, + "IoU": 0.8981166228504934, + "TN": 2430045, + "TP": 20839, + "n_pred": 22175, + "n_ref": 21867 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8942082609680586, + "FN": 1222, + "FP": 1580, + "IoU": 0.8086588363835018, + "TN": 2438604, + "TP": 11842, + "n_pred": 13422, + "n_ref": 13064 + }, + "6": { + "Dice": 0.9706966908888095, + "FN": 2897, + "FP": 4406, + "IoU": 0.9430618577598977, + "TN": 2324986, + "TP": 120959, + "n_pred": 125365, + "n_ref": 123856 + }, + "7": { + "Dice": 0.9551181192792255, + "FN": 6473, + "FP": 1343, + "IoU": 0.9140919532649674, + "TN": 2362267, + "TP": 83165, + "n_pred": 84508, + "n_ref": 89638 + }, + "8": { + "Dice": 0.9230840088430361, + "FN": 4367, + "FP": 643, + "IoU": 0.8571550765546146, + "TN": 2418175, + "TP": 30063, + "n_pred": 30706, + "n_ref": 34430 + }, + "9": { + "Dice": 0.8593118447239377, + "FN": 5632, + "FP": 1225, + "IoU": 0.7533275775235628, + "TN": 2425450, + "TP": 20941, + "n_pred": 22166, + "n_ref": 26573 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0402.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0402.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": 0.6697027739622948, + "FN": 5219.631111111112, + "FP": 3476.322222222222, + "IoU": 0.5807269760706297, + "TN": 2996214.6199999996, + "TP": 26603.026666666665, + "n_pred": 30079.348888888893, + "n_ref": 31822.65777777778 + }, + "mean": { + "1": { + "Dice": 0.8092921883547659, + "FN": 4140.033333333334, + "FP": 2319.266666666667, + "IoU": 0.7474962288953136, + "TN": 2987852.2, + "TP": 37202.1, + "n_pred": 39521.36666666667, + "n_ref": 41342.13333333333 + }, + "10": { + "Dice": 0.6553277973161958, + "FN": 2723.3, + "FP": 2679.0333333333333, + "IoU": 0.5449534534615101, + "TN": 3016361.6, + "TP": 9749.666666666666, + "n_pred": 12428.7, + "n_ref": 12472.966666666667 + }, + "11": { + "Dice": 0.5092488032068851, + "FN": 370.26666666666665, + "FP": 197.43333333333334, + "IoU": 0.38317577625627375, + "TN": 3030426.433333333, + "TP": 519.4666666666667, + "n_pred": 716.9, + "n_ref": 889.7333333333333 + }, + "12": { + "Dice": 0.4734490004068482, + "FN": 213.0, + "FP": 221.56666666666666, + "IoU": 0.3682206148164911, + "TN": 3030572.966666667, + "TP": 506.06666666666666, + "n_pred": 727.6333333333333, + "n_ref": 719.0666666666667 + }, + "13": { + "Dice": 0.5943375653737459, + "FN": 3234.9, + "FP": 5412.7, + "IoU": 0.4614607686014943, + "TN": 3014944.1333333333, + "TP": 7921.866666666667, + "n_pred": 13334.566666666668, + "n_ref": 11156.766666666666 + }, + "14": { + "Dice": 0.6360402070609783, + "FN": 10228.666666666666, + "FP": 1560.0666666666666, + "IoU": 0.5658247799016859, + "TN": 3000195.5, + "TP": 19529.366666666665, + "n_pred": 21089.433333333334, + "n_ref": 29758.033333333333 + }, + "15": { + "Dice": 0.5045939134447901, + "FN": 2372.3333333333335, + "FP": 1631.6, + "IoU": 0.4157048584027253, + "TN": 3021204.5, + "TP": 6305.166666666667, + "n_pred": 7936.766666666666, + "n_ref": 8677.5 + }, + "2": { + "Dice": 0.7019525125340967, + "FN": 4361.733333333334, + "FP": 1651.8, + "IoU": 0.6354401085863418, + "TN": 3003715.1333333333, + "TP": 21784.933333333334, + "n_pred": 23436.733333333334, + "n_ref": 26146.666666666668 + }, + "3": { + "Dice": 0.8333986188744382, + "FN": 1598.9666666666667, + "FP": 6049.333333333333, + "IoU": 0.7658995993233151, + "TN": 2993593.8666666667, + "TP": 30271.433333333334, + "n_pred": 36320.76666666667, + "n_ref": 31870.4 + }, + "4": { + "Dice": 0.6106460617152971, + "FN": 5000.633333333333, + "FP": 1905.2666666666667, + "IoU": 0.5268601318063285, + "TN": 3015057.1333333333, + "TP": 9550.566666666668, + "n_pred": 11455.833333333334, + "n_ref": 14551.2 + }, + "5": { + "Dice": 0.5102566998225511, + "FN": 1067.5666666666666, + "FP": 655.8333333333334, + "IoU": 0.39318255793322077, + "TN": 3028508.466666667, + "TP": 1281.7333333333333, + "n_pred": 1937.5666666666666, + "n_ref": 2349.3 + }, + "6": { + "Dice": 0.8862655284349537, + "FN": 26107.033333333333, + "FP": 10090.333333333334, + "IoU": 0.8331144853672633, + "TN": 2814776.0, + "TP": 180540.23333333334, + "n_pred": 190630.56666666668, + "n_ref": 206647.26666666666 + }, + "7": { + "Dice": 0.6729044129970432, + "FN": 13769.466666666667, + "FP": 14777.2, + "IoU": 0.5797527656846044, + "TN": 2952630.033333333, + "TP": 50336.9, + "n_pred": 65114.1, + "n_ref": 64106.36666666667 + }, + "8": { + "Dice": 0.9035199263098274, + "FN": 1116.9666666666667, + "FP": 959.4, + "IoU": 0.8367805187685604, + "TN": 3017124.2, + "TP": 12313.033333333333, + "n_pred": 13272.433333333332, + "n_ref": 13430.0 + }, + "9": { + "Dice": 0.7443083735820081, + "FN": 1989.6, + "FP": 2034.0, + "IoU": 0.653037993254319, + "TN": 3016257.1333333333, + "TP": 11232.866666666667, + "n_pred": 13266.866666666667, + "n_ref": 13222.466666666667 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9393531635212896, + "FN": 7385, + "FP": 1584, + "IoU": 0.8856417906641676, + "TN": 2550051, + "TP": 69460, + "n_pred": 71044, + "n_ref": 76845 + }, + "10": { + "Dice": 0.27119021134593996, + "FN": 1764, + "FP": 4788, + "IoU": 0.15686526830523742, + "TN": 2620709, + "TP": 1219, + "n_pred": 6007, + "n_ref": 2983 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 470, + "IoU": 0.0, + "TN": 2628010, + "TP": 0, + "n_pred": 470, + "n_ref": 0 + }, + "12": { + "Dice": 0.49645054424988166, + "FN": 1180, + "FP": 948, + "IoU": 0.3301857097891092, + "TN": 2625303, + "TP": 1049, + "n_pred": 1997, + "n_ref": 2229 + }, + "13": { + "Dice": 0.7668179128033142, + "FN": 232, + "FP": 2132, + "IoU": 0.6218205087186051, + "TN": 2622229, + "TP": 3887, + "n_pred": 6019, + "n_ref": 4119 + }, + "14": { + "Dice": 0.9103395545391613, + "FN": 25809, + "FP": 224, + "IoU": 0.8354341559623748, + "TN": 2470288, + "TP": 132159, + "n_pred": 132383, + "n_ref": 157968 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.856451891518397, + "FN": 509, + "FP": 322, + "IoU": 0.7489425981873111, + "TN": 2625170, + "TP": 2479, + "n_pred": 2801, + "n_ref": 2988 + }, + "3": { + "Dice": 0.9515565511583101, + "FN": 2622, + "FP": 2633, + "IoU": 0.9075897724475082, + "TN": 2571614, + "TP": 51611, + "n_pred": 54244, + "n_ref": 54233 + }, + "4": { + "Dice": 0.8609867247870022, + "FN": 879, + "FP": 6137, + "IoU": 0.755905785756532, + "TN": 2599737, + "TP": 21727, + "n_pred": 27864, + "n_ref": 22606 + }, + "5": { + "Dice": 0.7161094224924012, + "FN": 711, + "FP": 223, + "IoU": 0.5577651515151515, + "TN": 2626368, + "TP": 1178, + "n_pred": 1401, + "n_ref": 1889 + }, + "6": { + "Dice": 0.9706764121092248, + "FN": 9481, + "FP": 18747, + "IoU": 0.9430235773555657, + "TN": 2133047, + "TP": 467205, + "n_pred": 485952, + "n_ref": 476686 + }, + "7": { + "Dice": 0.7602030373736133, + "FN": 15952, + "FP": 19196, + "IoU": 0.6131673655363687, + "TN": 2537619, + "TP": 55713, + "n_pred": 74909, + "n_ref": 71665 + }, + "8": { + "Dice": 0.9365540743710534, + "FN": 944, + "FP": 322, + "IoU": 0.8806786050895382, + "TN": 2617870, + "TP": 9344, + "n_pred": 9666, + "n_ref": 10288 + }, + "9": { + "Dice": 0.0, + "FN": 32, + "FP": 0, + "IoU": 0.0, + "TN": 2628448, + "TP": 0, + "n_pred": 0, + "n_ref": 32 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0019.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0019.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7618343195266272, + "FN": 220, + "FP": 102, + "IoU": 0.6152927120669056, + "TN": 2277179, + "TP": 515, + "n_pred": 617, + "n_ref": 735 + }, + "10": { + "Dice": 0.6800299222936355, + "FN": 17042, + "FP": 3917, + "IoU": 0.515185861997178, + "TN": 2234785, + "TP": 22272, + "n_pred": 26189, + "n_ref": 39314 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.14243228036331484, + "FN": 3160, + "FP": 39516, + "IoU": 0.07667676330592817, + "TN": 2231796, + "TP": 3544, + "n_pred": 43060, + "n_ref": 6704 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9143076332949751, + "FN": 763, + "FP": 354, + "IoU": 0.8421424533634821, + "TN": 2270940, + "TP": 5959, + "n_pred": 6313, + "n_ref": 6722 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 103, + "IoU": 0.0, + "TN": 2277913, + "TP": 0, + "n_pred": 103, + "n_ref": 0 + }, + "4": { + "Dice": 0.9051101734646039, + "FN": 508, + "FP": 1516, + "IoU": 0.8266678085124604, + "TN": 2266339, + "TP": 9653, + "n_pred": 11169, + "n_ref": 10161 + }, + "5": { + "Dice": 0.613769467702052, + "FN": 845, + "FP": 8058, + "IoU": 0.44276146961256807, + "TN": 2262039, + "TP": 7074, + "n_pred": 15132, + "n_ref": 7919 + }, + "6": { + "Dice": 0.9656515351108789, + "FN": 7652, + "FP": 10887, + "IoU": 0.933584345981887, + "TN": 1998880, + "TP": 260597, + "n_pred": 271484, + "n_ref": 268249 + }, + "7": { + "Dice": 0.36588684077146744, + "FN": 16979, + "FP": 6792, + "IoU": 0.22390544908420124, + "TN": 2247387, + "TP": 6858, + "n_pred": 13650, + "n_ref": 23837 + }, + "8": { + "Dice": 0.9315467075038285, + "FN": 672, + "FP": 222, + "IoU": 0.8718646982943958, + "TN": 2271039, + "TP": 6083, + "n_pred": 6305, + "n_ref": 6755 + }, + "9": { + "Dice": 0.7984527966043677, + "FN": 4938, + "FP": 12726, + "IoU": 0.6645205401401629, + "TN": 2225363, + "TP": 34989, + "n_pred": 47715, + "n_ref": 39927 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0044.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0044.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9443233028056404, + "FN": 286, + "FP": 97, + "IoU": 0.8945194161388047, + "TN": 4552401, + "TP": 3248, + "n_pred": 3345, + "n_ref": 3534 + }, + "10": { + "Dice": 0.798887859128823, + "FN": 34, + "FP": 617, + "IoU": 0.6651234567901234, + "TN": 4554088, + "TP": 1293, + "n_pred": 1910, + "n_ref": 1327 + }, + "11": { + "Dice": 0.6780658209229637, + "FN": 1067, + "FP": 684, + "IoU": 0.5129346314325453, + "TN": 4552437, + "TP": 1844, + "n_pred": 2528, + "n_ref": 2911 + }, + "12": { + "Dice": 0.5936222403924775, + "FN": 217, + "FP": 280, + "IoU": 0.42209302325581394, + "TN": 4555172, + "TP": 363, + "n_pred": 643, + "n_ref": 580 + }, + "13": { + "Dice": 0.4231274638633377, + "FN": 216, + "FP": 223, + "IoU": 0.2683333333333333, + "TN": 4555432, + "TP": 161, + "n_pred": 384, + "n_ref": 377 + }, + "14": { + "Dice": 0.9147338747941611, + "FN": 901, + "FP": 2154, + "IoU": 0.842865960292151, + "TN": 4536590, + "TP": 16387, + "n_pred": 18541, + "n_ref": 17288 + }, + "15": { + "Dice": 0.8095971259943546, + "FN": 786, + "FP": 698, + "IoU": 0.6801034705755551, + "TN": 4551393, + "TP": 3155, + "n_pred": 3853, + "n_ref": 3941 + }, + "2": { + "Dice": 0.5071477195371, + "FN": 167, + "FP": 1281, + "IoU": 0.3397172822617419, + "TN": 4553839, + "TP": 745, + "n_pred": 2026, + "n_ref": 912 + }, + "3": { + "Dice": 0.9108013341315316, + "FN": 2471, + "FP": 658, + "IoU": 0.836212311557789, + "TN": 4536928, + "TP": 15975, + "n_pred": 16633, + "n_ref": 18446 + }, + "4": { + "Dice": 0.7138527366732038, + "FN": 15, + "FP": 1590, + "IoU": 0.5550318824507902, + "TN": 4552425, + "TP": 2002, + "n_pred": 3592, + "n_ref": 2017 + }, + "5": { + "Dice": 0.23575949367088608, + "FN": 838, + "FP": 128, + "IoU": 0.1336322869955157, + "TN": 4554917, + "TP": 149, + "n_pred": 277, + "n_ref": 987 + }, + "6": { + "Dice": 0.9680586678840917, + "FN": 6483, + "FP": 13387, + "IoU": 0.9380946743349928, + "TN": 4235058, + "TP": 301104, + "n_pred": 314491, + "n_ref": 307587 + }, + "7": { + "Dice": 0.9586991659662507, + "FN": 6585, + "FP": 6191, + "IoU": 0.9206745396068498, + "TN": 4394974, + "TP": 148282, + "n_pred": 154473, + "n_ref": 154867 + }, + "8": { + "Dice": 0.8775510204081632, + "FN": 216, + "FP": 600, + "IoU": 0.7818181818181819, + "TN": 4552292, + "TP": 2924, + "n_pred": 3524, + "n_ref": 3140 + }, + "9": { + "Dice": 0.7737564628275985, + "FN": 1723, + "FP": 815, + "IoU": 0.6309973829601628, + "TN": 4549154, + "TP": 4340, + "n_pred": 5155, + "n_ref": 6063 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0048.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0048.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8425932081492539, + "FN": 4054, + "FP": 21991, + "IoU": 0.7280009190216596, + "TN": 2883190, + "TP": 69709, + "n_pred": 91700, + "n_ref": 73763 + }, + "10": { + "Dice": 0.535651453999793, + "FN": 2822, + "FP": 1665, + "IoU": 0.36579505300353354, + "TN": 2971869, + "TP": 2588, + "n_pred": 4253, + "n_ref": 5410 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5238548562066905, + "FN": 17458, + "FP": 4049, + "IoU": 0.35488031675565423, + "TN": 2945606, + "TP": 11831, + "n_pred": 15880, + "n_ref": 29289 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 20, + "FP": 5, + "IoU": 0.0, + "TN": 2978919, + "TP": 0, + "n_pred": 5, + "n_ref": 20 + }, + "2": { + "Dice": 0.5582964127483208, + "FN": 13861, + "FP": 1592, + "IoU": 0.3872477100598755, + "TN": 2953725, + "TP": 9766, + "n_pred": 11358, + "n_ref": 23627 + }, + "3": { + "Dice": 0.8094053764825953, + "FN": 2162, + "FP": 17073, + "IoU": 0.6798328839175738, + "TN": 2918866, + "TP": 40843, + "n_pred": 57916, + "n_ref": 43005 + }, + "4": { + "Dice": 0.8884765040407063, + "FN": 4578, + "FP": 4737, + "IoU": 0.7993321844032745, + "TN": 2932524, + "TP": 37105, + "n_pred": 41842, + "n_ref": 41683 + }, + "5": { + "Dice": 0.41424585590021334, + "FN": 2323, + "FP": 4815, + "IoU": 0.26122955909749535, + "TN": 2969282, + "TP": 2524, + "n_pred": 7339, + "n_ref": 4847 + }, + "6": { + "Dice": 0.914458509316002, + "FN": 22201, + "FP": 5465, + "IoU": 0.842398486989017, + "TN": 2803400, + "TP": 147878, + "n_pred": 153343, + "n_ref": 170079 + }, + "7": { + "Dice": 0.5673303164981713, + "FN": 156138, + "FP": 4395, + "IoU": 0.39599519905486097, + "TN": 2713163, + "TP": 105248, + "n_pred": 109643, + "n_ref": 261386 + }, + "8": { + "Dice": 0.8738427525217631, + "FN": 570, + "FP": 343, + "IoU": 0.7759509202453988, + "TN": 2974869, + "TP": 3162, + "n_pred": 3505, + "n_ref": 3732 + }, + "9": { + "Dice": 0.5940176094560367, + "FN": 1652, + "FP": 5080, + "IoU": 0.42249292270738614, + "TN": 2967287, + "TP": 4925, + "n_pred": 10005, + "n_ref": 6577 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0050.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0050.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8929704544138184, + "FN": 9957, + "FP": 6674, + "IoU": 0.8066365147833366, + "TN": 3243399, + "TP": 69378, + "n_pred": 76052, + "n_ref": 79335 + }, + "10": { + "Dice": 0.1134020618556701, + "FN": 166, + "FP": 6, + "IoU": 0.060109289617486336, + "TN": 3329225, + "TP": 11, + "n_pred": 17, + "n_ref": 177 + }, + "11": { + "Dice": 0.5390319536200621, + "FN": 2077, + "FP": 1342, + "IoU": 0.36895533407161313, + "TN": 3323990, + "TP": 1999, + "n_pred": 3341, + "n_ref": 4076 + }, + "12": { + "Dice": 0.14583333333333334, + "FN": 0, + "FP": 82, + "IoU": 0.07865168539325842, + "TN": 3329319, + "TP": 7, + "n_pred": 89, + "n_ref": 7 + }, + "13": { + "Dice": 0.30175695461200586, + "FN": 8671, + "FP": 867, + "IoU": 0.1776877317010087, + "TN": 3317809, + "TP": 2061, + "n_pred": 2928, + "n_ref": 10732 + }, + "14": { + "Dice": 0.6590291181537057, + "FN": 11843, + "FP": 4586, + "IoU": 0.49145669535070885, + "TN": 3297102, + "TP": 15877, + "n_pred": 20463, + "n_ref": 27720 + }, + "15": { + "Dice": 0.7040901390270794, + "FN": 8446, + "FP": 13562, + "IoU": 0.5433172169077214, + "TN": 3281217, + "TP": 26183, + "n_pred": 39745, + "n_ref": 34629 + }, + "2": { + "Dice": 0.9067332959979322, + "FN": 8348, + "FP": 2477, + "IoU": 0.8293797777602648, + "TN": 3265963, + "TP": 52620, + "n_pred": 55097, + "n_ref": 60968 + }, + "3": { + "Dice": 0.9222330223314615, + "FN": 1396, + "FP": 11165, + "IoU": 0.8556886984294758, + "TN": 3242367, + "TP": 74480, + "n_pred": 85645, + "n_ref": 75876 + }, + "4": { + "Dice": 0.5942137708340128, + "FN": 4165, + "FP": 8276, + "IoU": 0.42269141531322507, + "TN": 3307858, + "TP": 9109, + "n_pred": 17385, + "n_ref": 13274 + }, + "5": { + "Dice": 0.6198473282442748, + "FN": 456, + "FP": 42, + "IoU": 0.4491150442477876, + "TN": 3328504, + "TP": 406, + "n_pred": 448, + "n_ref": 862 + }, + "6": { + "Dice": 0.8963931802474525, + "FN": 44043, + "FP": 55648, + "IoU": 0.8122396166856265, + "TN": 2798460, + "TP": 431257, + "n_pred": 486905, + "n_ref": 475300 + }, + "7": { + "Dice": 0.8796560327927285, + "FN": 2181, + "FP": 8623, + "IoU": 0.7851660369854842, + "TN": 3279118, + "TP": 39486, + "n_pred": 48109, + "n_ref": 41667 + }, + "8": { + "Dice": 0.9335299901671583, + "FN": 733, + "FP": 619, + "IoU": 0.8753457495851005, + "TN": 3318562, + "TP": 9494, + "n_pred": 10113, + "n_ref": 10227 + }, + "9": { + "Dice": 0.87556073006198, + "FN": 2317, + "FP": 4951, + "IoU": 0.7786643115997198, + "TN": 3296571, + "TP": 25569, + "n_pred": 30520, + "n_ref": 27886 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0083.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0083.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9154437456324249, + "FN": 242, + "FP": 0, + "IoU": 0.8440721649484536, + "TN": 4379248, + "TP": 1310, + "n_pred": 1310, + "n_ref": 1552 + }, + "10": { + "Dice": 0.7566840122016867, + "FN": 611, + "FP": 2101, + "IoU": 0.6086015298022802, + "TN": 4373871, + "TP": 4217, + "n_pred": 6318, + "n_ref": 4828 + }, + "11": { + "Dice": 0.6613333333333333, + "FN": 1100, + "FP": 170, + "IoU": 0.4940239043824701, + "TN": 4378290, + "TP": 1240, + "n_pred": 1410, + "n_ref": 2340 + }, + "12": { + "Dice": 0.8164695575996496, + "FN": 160, + "FP": 678, + "IoU": 0.689859363434493, + "TN": 4378098, + "TP": 1864, + "n_pred": 2542, + "n_ref": 2024 + }, + "13": { + "Dice": 0.1672316384180791, + "FN": 2042, + "FP": 12698, + "IoU": 0.09124537607891492, + "TN": 4364580, + "TP": 1480, + "n_pred": 14178, + "n_ref": 3522 + }, + "14": { + "Dice": 0.9067365383154857, + "FN": 370, + "FP": 2086, + "IoU": 0.829385203195554, + "TN": 4366405, + "TP": 11939, + "n_pred": 14025, + "n_ref": 12309 + }, + "15": { + "Dice": 0.628438980147133, + "FN": 1792, + "FP": 1895, + "IoU": 0.45819250551065394, + "TN": 4373995, + "TP": 3118, + "n_pred": 5013, + "n_ref": 4910 + }, + "2": { + "Dice": 0.3793517406962785, + "FN": 517, + "FP": 0, + "IoU": 0.23407407407407407, + "TN": 4380125, + "TP": 158, + "n_pred": 158, + "n_ref": 675 + }, + "3": { + "Dice": 0.9845104018841149, + "FN": 335, + "FP": 691, + "IoU": 0.9694933396764985, + "TN": 4347168, + "TP": 32606, + "n_pred": 33297, + "n_ref": 32941 + }, + "4": { + "Dice": 0.8199547939766029, + "FN": 20898, + "FP": 2680, + "IoU": 0.6948503242004995, + "TN": 4303533, + "TP": 53689, + "n_pred": 56369, + "n_ref": 74587 + }, + "5": { + "Dice": 0.5287452790600083, + "FN": 4104, + "FP": 388, + "IoU": 0.35938391329150027, + "TN": 4373788, + "TP": 2520, + "n_pred": 2908, + "n_ref": 6624 + }, + "6": { + "Dice": 0.952497094860001, + "FN": 17139, + "FP": 15114, + "IoU": 0.9093025806288332, + "TN": 4025189, + "TP": 323358, + "n_pred": 338472, + "n_ref": 340497 + }, + "7": { + "Dice": 0.7551139474558167, + "FN": 6251, + "FP": 21032, + "IoU": 0.6065727428727992, + "TN": 4311453, + "TP": 42064, + "n_pred": 63096, + "n_ref": 48315 + }, + "8": { + "Dice": 0.901453957996769, + "FN": 194, + "FP": 111, + "IoU": 0.8205882352941176, + "TN": 4379100, + "TP": 1395, + "n_pred": 1506, + "n_ref": 1589 + }, + "9": { + "Dice": 0.936849554574973, + "FN": 2119, + "FP": 915, + "IoU": 0.8812012999725909, + "TN": 4355261, + "TP": 22505, + "n_pred": 23420, + "n_ref": 24624 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0102.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0102.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 233, + "IoU": 0.0, + "TN": 2628247, + "TP": 0, + "n_pred": 233, + "n_ref": 0 + }, + "10": { + "Dice": 0.8728755948334467, + "FN": 302, + "FP": 72, + "IoU": 0.7744270205066345, + "TN": 2626822, + "TP": 1284, + "n_pred": 1356, + "n_ref": 1586 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.4020356234096692, + "FN": 230, + "FP": 5, + "IoU": 0.2515923566878981, + "TN": 2628166, + "TP": 79, + "n_pred": 84, + "n_ref": 309 + }, + "14": { + "Dice": 0.8127046496398166, + "FN": 145, + "FP": 999, + "IoU": 0.6845008273579702, + "TN": 2624854, + "TP": 2482, + "n_pred": 3481, + "n_ref": 2627 + }, + "15": { + "Dice": 0.8522565320665083, + "FN": 880, + "FP": 364, + "IoU": 0.7425496688741722, + "TN": 2623648, + "TP": 3588, + "n_pred": 3952, + "n_ref": 4468 + }, + "2": { + "Dice": 0.8822282017926831, + "FN": 1160, + "FP": 5449, + "IoU": 0.7892739852692663, + "TN": 2597117, + "TP": 24754, + "n_pred": 30203, + "n_ref": 25914 + }, + "3": { + "Dice": 0.9416144863767135, + "FN": 295, + "FP": 50, + "IoU": 0.8896706108090822, + "TN": 2625353, + "TP": 2782, + "n_pred": 2832, + "n_ref": 3077 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 124, + "IoU": 0.0, + "TN": 2628356, + "TP": 0, + "n_pred": 124, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9717293837688233, + "FN": 4016, + "FP": 2031, + "IoU": 0.9450132761066453, + "TN": 2518508, + "TP": 103925, + "n_pred": 105956, + "n_ref": 107941 + }, + "7": { + "Dice": 0.7746884129785251, + "FN": 57547, + "FP": 3610, + "IoU": 0.6322378904958057, + "TN": 2462185, + "TP": 105138, + "n_pred": 108748, + "n_ref": 162685 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0103.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0103.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9227683049147443, + "FN": 152, + "FP": 2, + "IoU": 0.8566108007448789, + "TN": 4554958, + "TP": 920, + "n_pred": 922, + "n_ref": 1072 + }, + "10": { + "Dice": 0.0, + "FN": 8, + "FP": 0, + "IoU": 0.0, + "TN": 4556024, + "TP": 0, + "n_pred": 0, + "n_ref": 8 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4556032, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4556032, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.18588640275387264, + "FN": 71, + "FP": 402, + "IoU": 0.10246679316888045, + "TN": 4555505, + "TP": 54, + "n_pred": 456, + "n_ref": 125 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 189, + "IoU": 0.0, + "TN": 4555843, + "TP": 0, + "n_pred": 189, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4556032, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9500151716733188, + "FN": 5787, + "FP": 2779, + "IoU": 0.9047894274694617, + "TN": 4466063, + "TP": 81403, + "n_pred": 84182, + "n_ref": 87190 + }, + "3": { + "Dice": 0.9548647625457451, + "FN": 2605, + "FP": 614, + "IoU": 0.9136279481606697, + "TN": 4518763, + "TP": 34050, + "n_pred": 34664, + "n_ref": 36655 + }, + "4": { + "Dice": 0.0, + "FN": 2, + "FP": 0, + "IoU": 0.0, + "TN": 4556030, + "TP": 0, + "n_pred": 0, + "n_ref": 2 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4556032, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9698907493434775, + "FN": 732, + "FP": 6067, + "IoU": 0.941541636215124, + "TN": 4439727, + "TP": 109506, + "n_pred": 115573, + "n_ref": 110238 + }, + "7": { + "Dice": 0.759657986376352, + "FN": 11881, + "FP": 33740, + "IoU": 0.612458481638478, + "TN": 4438313, + "TP": 72098, + "n_pred": 105838, + "n_ref": 83979 + }, + "8": { + "Dice": 0.8721252796420582, + "FN": 201, + "FP": 2657, + "IoU": 0.7732465883846398, + "TN": 4543428, + "TP": 9746, + "n_pred": 12403, + "n_ref": 9947 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 148, + "IoU": 0.0, + "TN": 4555884, + "TP": 0, + "n_pred": 148, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0131.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0131.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9786880064878145, + "FN": 5758, + "FP": 1390, + "IoU": 0.9582654592375914, + "TN": 3158135, + "TP": 164125, + "n_pred": 165515, + "n_ref": 169883 + }, + "10": { + "Dice": 0.7533337116268513, + "FN": 2843, + "FP": 5851, + "IoU": 0.6042785616750114, + "TN": 3307438, + "TP": 13276, + "n_pred": 19127, + "n_ref": 16119 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.73006993006993, + "FN": 125, + "FP": 68, + "IoU": 0.5748898678414097, + "TN": 3328954, + "TP": 261, + "n_pred": 329, + "n_ref": 386 + }, + "13": { + "Dice": 0.32171648269874736, + "FN": 727, + "FP": 4742, + "IoU": 0.1916937629323086, + "TN": 3322642, + "TP": 1297, + "n_pred": 6039, + "n_ref": 2024 + }, + "14": { + "Dice": 0.465702860658259, + "FN": 1661, + "FP": 76, + "IoU": 0.30352846832397756, + "TN": 3326914, + "TP": 757, + "n_pred": 833, + "n_ref": 2418 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 6379, + "IoU": 0.0, + "TN": 3323029, + "TP": 0, + "n_pred": 6379, + "n_ref": 0 + }, + "2": { + "Dice": 0.857923126833945, + "FN": 13099, + "FP": 1572, + "IoU": 0.751195604246515, + "TN": 3270442, + "TP": 44295, + "n_pred": 45867, + "n_ref": 57394 + }, + "3": { + "Dice": 0.8446162248456077, + "FN": 2954, + "FP": 15539, + "IoU": 0.7310265584547808, + "TN": 3260654, + "TP": 50261, + "n_pred": 65800, + "n_ref": 53215 + }, + "4": { + "Dice": 0.8384555785123967, + "FN": 4654, + "FP": 350, + "IoU": 0.7218454697053919, + "TN": 3311418, + "TP": 12986, + "n_pred": 13336, + "n_ref": 17640 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9631448310468732, + "FN": 10439, + "FP": 1900, + "IoU": 0.9289097068584071, + "TN": 3155840, + "TP": 161229, + "n_pred": 163129, + "n_ref": 171668 + }, + "7": { + "Dice": 0.9203287934994742, + "FN": 3964, + "FP": 11263, + "IoU": 0.8524157984007754, + "TN": 3226233, + "TP": 87948, + "n_pred": 99211, + "n_ref": 91912 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9795829079772496, + "FN": 187, + "FP": 373, + "IoU": 0.9599828497927684, + "TN": 3315414, + "TP": 13434, + "n_pred": 13807, + "n_ref": 13621 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0158.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0158.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9426633581472291, + "FN": 10064, + "FP": 334, + "IoU": 0.89154515301333, + "TN": 2707838, + "TP": 85476, + "n_pred": 85810, + "n_ref": 95540 + }, + "10": { + "Dice": 0.7660487469962238, + "FN": 420, + "FP": 2306, + "IoU": 0.6208095701766588, + "TN": 2796523, + "TP": 4463, + "n_pred": 6769, + "n_ref": 4883 + }, + "11": { + "Dice": 0.6992489156881413, + "FN": 2036, + "FP": 807, + "IoU": 0.5375731945348081, + "TN": 2797564, + "TP": 3305, + "n_pred": 4112, + "n_ref": 5341 + }, + "12": { + "Dice": 0.0, + "FN": 40, + "FP": 50, + "IoU": 0.0, + "TN": 2803622, + "TP": 0, + "n_pred": 50, + "n_ref": 40 + }, + "13": { + "Dice": 0.7020193728451815, + "FN": 686, + "FP": 2944, + "IoU": 0.5408550467998988, + "TN": 2795806, + "TP": 4276, + "n_pred": 7220, + "n_ref": 4962 + }, + "14": { + "Dice": 0.9027664703159172, + "FN": 1851, + "FP": 4240, + "IoU": 0.8227660255477638, + "TN": 2769345, + "TP": 28276, + "n_pred": 32516, + "n_ref": 30127 + }, + "15": { + "Dice": 0.8409281095473564, + "FN": 15781, + "FP": 5129, + "IoU": 0.7255185087949593, + "TN": 2727532, + "TP": 55270, + "n_pred": 60399, + "n_ref": 71051 + }, + "2": { + "Dice": 0.9342527642373083, + "FN": 372, + "FP": 181, + "IoU": 0.8766175814368585, + "TN": 2799230, + "TP": 3929, + "n_pred": 4110, + "n_ref": 4301 + }, + "3": { + "Dice": 0.8960091325609737, + "FN": 482, + "FP": 6259, + "IoU": 0.8116091889776983, + "TN": 2767930, + "TP": 29041, + "n_pred": 35300, + "n_ref": 29523 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 442, + "IoU": 0.0, + "TN": 2803270, + "TP": 0, + "n_pred": 442, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 66, + "FP": 0, + "IoU": 0.0, + "TN": 2803646, + "TP": 0, + "n_pred": 0, + "n_ref": 66 + }, + "6": { + "Dice": 0.97674028622063, + "FN": 5542, + "FP": 6664, + "IoU": 0.9545380054229612, + "TN": 2535224, + "TP": 256282, + "n_pred": 262946, + "n_ref": 261824 + }, + "7": { + "Dice": 0.14143717268160605, + "FN": 1083, + "FP": 47115, + "IoU": 0.07610029136635485, + "TN": 2751544, + "TP": 3970, + "n_pred": 51085, + "n_ref": 5053 + }, + "8": { + "Dice": 0.9328753005839917, + "FN": 164, + "FP": 1790, + "IoU": 0.8741952098892609, + "TN": 2788180, + "TP": 13578, + "n_pred": 15368, + "n_ref": 13742 + }, + "9": { + "Dice": 0.9001308963979251, + "FN": 1773, + "FP": 2347, + "IoU": 0.8183982016132587, + "TN": 2781025, + "TP": 18567, + "n_pred": 20914, + "n_ref": 20340 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0172.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0172.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.21918234105394063, + "FN": 4996, + "FP": 27, + "IoU": 0.12307960893854748, + "TN": 5776928, + "TP": 705, + "n_pred": 732, + "n_ref": 5701 + }, + "10": { + "Dice": 0.47562844010667876, + "FN": 9143, + "FP": 98, + "IoU": 0.3120160810005956, + "TN": 5769224, + "TP": 4191, + "n_pred": 4289, + "n_ref": 13334 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 5782652, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "12": { + "Dice": 0.03296703296703297, + "FN": 176, + "FP": 0, + "IoU": 0.01675977653631285, + "TN": 5782477, + "TP": 3, + "n_pred": 3, + "n_ref": 179 + }, + "13": { + "Dice": 0.5489870741563412, + "FN": 2690, + "FP": 14163, + "IoU": 0.3783474732571007, + "TN": 5755546, + "TP": 10257, + "n_pred": 24420, + "n_ref": 12947 + }, + "14": { + "Dice": 0.9326754877775286, + "FN": 926, + "FP": 575, + "IoU": 0.8738443435871575, + "TN": 5770758, + "TP": 10397, + "n_pred": 10972, + "n_ref": 11323 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 5782656, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.12025143481825636, + "FN": 1305, + "FP": 8352, + "IoU": 0.0639720849084036, + "TN": 5772339, + "TP": 660, + "n_pred": 9012, + "n_ref": 1965 + }, + "3": { + "Dice": 0.8281582755821204, + "FN": 11041, + "FP": 3564, + "IoU": 0.7067151291216515, + "TN": 5732858, + "TP": 35193, + "n_pred": 38757, + "n_ref": 46234 + }, + "4": { + "Dice": 0.05473684210526316, + "FN": 171, + "FP": 8360, + "IoU": 0.02813852813852814, + "TN": 5773878, + "TP": 247, + "n_pred": 8607, + "n_ref": 418 + }, + "5": { + "Dice": 0.6566205533596838, + "FN": 4141, + "FP": 29, + "IoU": 0.4887826406767194, + "TN": 5774499, + "TP": 3987, + "n_pred": 4016, + "n_ref": 8128 + }, + "6": { + "Dice": 0.7825165005275548, + "FN": 321845, + "FP": 17023, + "IoU": 0.6427327358987875, + "TN": 4834156, + "TP": 609632, + "n_pred": 626655, + "n_ref": 931477 + }, + "7": { + "Dice": 0.6689190721298837, + "FN": 39833, + "FP": 3970, + "IoU": 0.5025382440121291, + "TN": 5694603, + "TP": 44250, + "n_pred": 48220, + "n_ref": 84083 + }, + "8": { + "Dice": 0.9317062224169436, + "FN": 4223, + "FP": 2168, + "IoU": 0.8721442003761053, + "TN": 5732670, + "TP": 43595, + "n_pred": 45763, + "n_ref": 47818 + }, + "9": { + "Dice": 0.7065618087982305, + "FN": 3227, + "FP": 1549, + "IoU": 0.5462663879916397, + "TN": 5772130, + "TP": 5750, + "n_pred": 7299, + "n_ref": 8977 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0173.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0173.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4731264, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.915808871433092, + "FN": 3280, + "FP": 1243, + "IoU": 0.844693197816159, + "TN": 4702141, + "TP": 24600, + "n_pred": 25843, + "n_ref": 27880 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4731264, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4731264, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8930662275887303, + "FN": 995, + "FP": 1343, + "IoU": 0.8067928270390877, + "TN": 4719163, + "TP": 9763, + "n_pred": 11106, + "n_ref": 10758 + }, + "14": { + "Dice": 0.9734351145038168, + "FN": 632, + "FP": 3109, + "IoU": 0.9482450922070196, + "TN": 4658981, + "TP": 68542, + "n_pred": 71651, + "n_ref": 69174 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 43, + "IoU": 0.0, + "TN": 4731221, + "TP": 0, + "n_pred": 43, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4731264, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4731264, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9302101407364566, + "FN": 48, + "FP": 676, + "IoU": 0.8695260407280591, + "TN": 4725715, + "TP": 4825, + "n_pred": 5501, + "n_ref": 4873 + }, + "5": { + "Dice": 0.5597515776820595, + "FN": 3194, + "FP": 1201, + "IoU": 0.38864932535818614, + "TN": 4724075, + "TP": 2794, + "n_pred": 3995, + "n_ref": 5988 + }, + "6": { + "Dice": 0.9507370193254885, + "FN": 6922, + "FP": 4080, + "IoU": 0.9060998403987471, + "TN": 4614097, + "TP": 106165, + "n_pred": 110245, + "n_ref": 113087 + }, + "7": { + "Dice": 0.9659693636940562, + "FN": 3276, + "FP": 2569, + "IoU": 0.9341786691591311, + "TN": 4642463, + "TP": 82956, + "n_pred": 85525, + "n_ref": 86232 + }, + "8": { + "Dice": 0.9517524595924104, + "FN": 3339, + "FP": 1055, + "IoU": 0.9079462845410932, + "TN": 4683531, + "TP": 43339, + "n_pred": 44394, + "n_ref": 46678 + }, + "9": { + "Dice": 0.9468001213224143, + "FN": 113, + "FP": 764, + "IoU": 0.8989747724916485, + "TN": 4722583, + "TP": 7804, + "n_pred": 8568, + "n_ref": 7917 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0179.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0179.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9753388100252399, + "FN": 935, + "FP": 2133, + "IoU": 0.951864693976811, + "TN": 3616135, + "TP": 60669, + "n_pred": 62802, + "n_ref": 61604 + }, + "10": { + "Dice": 0.8612408272181454, + "FN": 112, + "FP": 304, + "IoU": 0.7562975981253661, + "TN": 3678165, + "TP": 1291, + "n_pred": 1595, + "n_ref": 1403 + }, + "11": { + "Dice": 0.7690537819959735, + "FN": 666, + "FP": 940, + "IoU": 0.624766355140187, + "TN": 3675592, + "TP": 2674, + "n_pred": 3614, + "n_ref": 3340 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3679872, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6769376629533065, + "FN": 1626, + "FP": 7915, + "IoU": 0.5116445718380509, + "TN": 3660335, + "TP": 9996, + "n_pred": 17911, + "n_ref": 11622 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 2004, + "IoU": 0.0, + "TN": 3677868, + "TP": 0, + "n_pred": 2004, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3679872, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9757959921816488, + "FN": 603, + "FP": 722, + "IoU": 0.9527359634729258, + "TN": 3651838, + "TP": 26709, + "n_pred": 27431, + "n_ref": 27312 + }, + "3": { + "Dice": 0.9754929948614344, + "FN": 1241, + "FP": 991, + "IoU": 0.9521584430059588, + "TN": 3633218, + "TP": 44422, + "n_pred": 45413, + "n_ref": 45663 + }, + "4": { + "Dice": 0.6351614617155676, + "FN": 180, + "FP": 12180, + "IoU": 0.46537479994809466, + "TN": 3656753, + "TP": 10759, + "n_pred": 22939, + "n_ref": 10939 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3679872, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9661316788021741, + "FN": 7612, + "FP": 5598, + "IoU": 0.9344823310601363, + "TN": 3478247, + "TP": 188415, + "n_pred": 194013, + "n_ref": 196027 + }, + "7": { + "Dice": 0.5672578344973854, + "FN": 21907, + "FP": 37264, + "IoU": 0.3959245760721979, + "TN": 3581919, + "TP": 38782, + "n_pred": 76046, + "n_ref": 60689 + }, + "8": { + "Dice": 0.9453125, + "FN": 212, + "FP": 684, + "IoU": 0.8962962962962963, + "TN": 3671232, + "TP": 7744, + "n_pred": 8428, + "n_ref": 7956 + }, + "9": { + "Dice": 0.8770407412854831, + "FN": 152, + "FP": 1520, + "IoU": 0.7810085134250164, + "TN": 3672237, + "TP": 5963, + "n_pred": 7483, + "n_ref": 6115 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0184.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0184.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9313599164199895, + "FN": 89, + "FP": 1882, + "IoU": 0.8715375089617415, + "TN": 2788369, + "TP": 13372, + "n_pred": 15254, + "n_ref": 13461 + }, + "10": { + "Dice": 0.8541982418914823, + "FN": 78, + "FP": 403, + "IoU": 0.7455026455026456, + "TN": 2801822, + "TP": 1409, + "n_pred": 1812, + "n_ref": 1487 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7607516466485859, + "FN": 1934, + "FP": 536, + "IoU": 0.6138815069563858, + "TN": 2797315, + "TP": 3927, + "n_pred": 4463, + "n_ref": 5861 + }, + "14": { + "Dice": 0.779360165118679, + "FN": 668, + "FP": 6815, + "IoU": 0.6384849509638146, + "TN": 2783013, + "TP": 13216, + "n_pred": 20031, + "n_ref": 13884 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9615149414978189, + "FN": 2475, + "FP": 1301, + "IoU": 0.9258823067561732, + "TN": 2752766, + "TP": 47170, + "n_pred": 48471, + "n_ref": 49645 + }, + "3": { + "Dice": 0.9514827908147744, + "FN": 2029, + "FP": 2596, + "IoU": 0.9074555786777653, + "TN": 2753736, + "TP": 45351, + "n_pred": 47947, + "n_ref": 47380 + }, + "4": { + "Dice": 0.9272576978714611, + "FN": 300, + "FP": 404, + "IoU": 0.8643806588325949, + "TN": 2798521, + "TP": 4487, + "n_pred": 4891, + "n_ref": 4787 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9529570936881511, + "FN": 15281, + "FP": 5303, + "IoU": 0.9101413972087257, + "TN": 2574641, + "TP": 208487, + "n_pred": 213790, + "n_ref": 223768 + }, + "7": { + "Dice": 0.576631848032086, + "FN": 1180, + "FP": 46849, + "IoU": 0.4051178517903811, + "TN": 2722975, + "TP": 32708, + "n_pred": 79557, + "n_ref": 33888 + }, + "8": { + "Dice": 0.9494309417601201, + "FN": 226, + "FP": 987, + "IoU": 0.9037301587301587, + "TN": 2791112, + "TP": 11387, + "n_pred": 12374, + "n_ref": 11613 + }, + "9": { + "Dice": 0.7690808704124715, + "FN": 1112, + "FP": 1021, + "IoU": 0.6248021108179419, + "TN": 2798027, + "TP": 3552, + "n_pred": 4573, + "n_ref": 4664 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0186.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0186.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8649602824360106, + "FN": 168, + "FP": 138, + "IoU": 0.7620528771384136, + "TN": 2101498, + "TP": 980, + "n_pred": 1118, + "n_ref": 1148 + }, + "10": { + "Dice": 0.4091084523350058, + "FN": 5008, + "FP": 4178, + "IoU": 0.2571567200388161, + "TN": 2090418, + "TP": 3180, + "n_pred": 7358, + "n_ref": 8188 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6767885744794447, + "FN": 1560, + "FP": 8126, + "IoU": 0.5114742522822414, + "TN": 2082957, + "TP": 10141, + "n_pred": 18267, + "n_ref": 11701 + }, + "14": { + "Dice": 0.0, + "FN": 1689, + "FP": 0, + "IoU": 0.0, + "TN": 2101095, + "TP": 0, + "n_pred": 0, + "n_ref": 1689 + }, + "15": { + "Dice": 0.0, + "FN": 109, + "FP": 1101, + "IoU": 0.0, + "TN": 2101574, + "TP": 0, + "n_pred": 1101, + "n_ref": 109 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 808, + "IoU": 0.0, + "TN": 2101976, + "TP": 0, + "n_pred": 808, + "n_ref": 0 + }, + "3": { + "Dice": 0.9479494623216257, + "FN": 1531, + "FP": 1015, + "IoU": 0.9010493587252235, + "TN": 2077054, + "TP": 23184, + "n_pred": 24199, + "n_ref": 24715 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 794, + "IoU": 0.0, + "TN": 2101990, + "TP": 0, + "n_pred": 794, + "n_ref": 0 + }, + "5": { + "Dice": 0.7402557454849057, + "FN": 3168, + "FP": 2743, + "IoU": 0.5876238314497, + "TN": 2088450, + "TP": 8423, + "n_pred": 11166, + "n_ref": 11591 + }, + "6": { + "Dice": 0.9290961297937181, + "FN": 2534, + "FP": 1491, + "IoU": 0.8675812606921963, + "TN": 2072388, + "TP": 26371, + "n_pred": 27862, + "n_ref": 28905 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9692389027040786, + "FN": 1159, + "FP": 412, + "IoU": 0.9403138178640629, + "TN": 2076463, + "TP": 24750, + "n_pred": 25162, + "n_ref": 25909 + }, + "9": { + "Dice": 0.7095537190082645, + "FN": 2898, + "FP": 5888, + "IoU": 0.5498514192027871, + "TN": 2083266, + "TP": 10732, + "n_pred": 16620, + "n_ref": 13630 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0192.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9784918475562528, + "FN": 385, + "FP": 698, + "IoU": 0.9578894159732483, + "TN": 2602762, + "TP": 24635, + "n_pred": 25333, + "n_ref": 25020 + }, + "10": { + "Dice": 0.9140308191403081, + "FN": 176, + "FP": 36, + "IoU": 0.8416728902165795, + "TN": 2627141, + "TP": 1127, + "n_pred": 1163, + "n_ref": 1303 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.3902890173410405, + "FN": 74, + "FP": 5200, + "IoU": 0.2424590634875036, + "TN": 2621518, + "TP": 1688, + "n_pred": 6888, + "n_ref": 1762 + }, + "14": { + "Dice": 0.9307244843997885, + "FN": 192, + "FP": 856, + "IoU": 0.8704253214638972, + "TN": 2620392, + "TP": 7040, + "n_pred": 7896, + "n_ref": 7232 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.950038930703348, + "FN": 488, + "FP": 282, + "IoU": 0.9048325299715734, + "TN": 2620389, + "TP": 7321, + "n_pred": 7603, + "n_ref": 7809 + }, + "7": { + "Dice": 0.9231601199547711, + "FN": 1009, + "FP": 554, + "IoU": 0.8572863403944485, + "TN": 2617528, + "TP": 9389, + "n_pred": 9943, + "n_ref": 10398 + }, + "8": { + "Dice": 0.9684078262430443, + "FN": 234, + "FP": 118, + "IoU": 0.9387506525143553, + "TN": 2622733, + "TP": 5395, + "n_pred": 5513, + "n_ref": 5629 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0199.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0199.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9411384913375659, + "FN": 368, + "FP": 726, + "IoU": 0.8888211382113821, + "TN": 3845264, + "TP": 8746, + "n_pred": 9472, + "n_ref": 9114 + }, + "10": { + "Dice": 0.24059092507914176, + "FN": 2528, + "FP": 3949, + "IoU": 0.1367453018792483, + "TN": 3847601, + "TP": 1026, + "n_pred": 4975, + "n_ref": 3554 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3855104, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 16, + "IoU": 0.0, + "TN": 3855088, + "TP": 0, + "n_pred": 16, + "n_ref": 0 + }, + "13": { + "Dice": 0.3730463517013486, + "FN": 6845, + "FP": 7195, + "IoU": 0.22929132129329746, + "TN": 3836887, + "TP": 4177, + "n_pred": 11372, + "n_ref": 11022 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 27, + "IoU": 0.0, + "TN": 3855077, + "TP": 0, + "n_pred": 27, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3855104, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9451565680008569, + "FN": 2030, + "FP": 1042, + "IoU": 0.8960159767119115, + "TN": 3825561, + "TP": 26471, + "n_pred": 27513, + "n_ref": 28501 + }, + "3": { + "Dice": 0.8727748039337732, + "FN": 495, + "FP": 1549, + "IoU": 0.7742683600220872, + "TN": 3846049, + "TP": 7011, + "n_pred": 8560, + "n_ref": 7506 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3855104, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7988351254480287, + "FN": 780, + "FP": 118, + "IoU": 0.6650503543453935, + "TN": 3852423, + "TP": 1783, + "n_pred": 1901, + "n_ref": 2563 + }, + "6": { + "Dice": 0.68, + "FN": 96, + "FP": 96, + "IoU": 0.5151515151515151, + "TN": 3854708, + "TP": 204, + "n_pred": 300, + "n_ref": 300 + }, + "7": { + "Dice": 0.10542812366433965, + "FN": 3096, + "FP": 9462, + "IoU": 0.05564746578432847, + "TN": 3841806, + "TP": 740, + "n_pred": 10202, + "n_ref": 3836 + }, + "8": { + "Dice": 0.7483303092305911, + "FN": 5882, + "FP": 637, + "IoU": 0.5978656467830485, + "TN": 3838893, + "TP": 9692, + "n_pred": 10329, + "n_ref": 15574 + }, + "9": { + "Dice": 0.756716085163304, + "FN": 4955, + "FP": 3775, + "IoU": 0.6086430268525574, + "TN": 3832797, + "TP": 13577, + "n_pred": 17352, + "n_ref": 18532 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0245.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0245.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9341963322545846, + "FN": 5, + "FP": 117, + "IoU": 0.8765182186234818, + "TN": 2277028, + "TP": 866, + "n_pred": 983, + "n_ref": 871 + }, + "10": { + "Dice": 0.7153981411705601, + "FN": 702, + "FP": 2697, + "IoU": 0.556902620258115, + "TN": 2270345, + "TP": 4272, + "n_pred": 6969, + "n_ref": 4974 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6484353741496599, + "FN": 1526, + "FP": 1058, + "IoU": 0.4797664586269378, + "TN": 2273049, + "TP": 2383, + "n_pred": 3441, + "n_ref": 3909 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 2278014, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 20, + "IoU": 0.0, + "TN": 2277996, + "TP": 0, + "n_pred": 20, + "n_ref": 0 + }, + "3": { + "Dice": 0.9723508450999447, + "FN": 769, + "FP": 682, + "IoU": 0.9461895049137771, + "TN": 2251051, + "TP": 25514, + "n_pred": 26196, + "n_ref": 26283 + }, + "4": { + "Dice": 0.8421386641281929, + "FN": 760, + "FP": 235, + "IoU": 0.7273225541244176, + "TN": 2274367, + "TP": 2654, + "n_pred": 2889, + "n_ref": 3414 + }, + "5": { + "Dice": 0.717068339385936, + "FN": 1573, + "FP": 998, + "IoU": 0.5589294904786413, + "TN": 2272187, + "TP": 3258, + "n_pred": 4256, + "n_ref": 4831 + }, + "6": { + "Dice": 0.9835012486648033, + "FN": 941, + "FP": 3492, + "IoU": 0.9675380785002929, + "TN": 2141456, + "TP": 132127, + "n_pred": 135619, + "n_ref": 133068 + }, + "7": { + "Dice": 0.9272278168345051, + "FN": 954, + "FP": 961, + "IoU": 0.8643287283032235, + "TN": 2263901, + "TP": 12200, + "n_pred": 13161, + "n_ref": 13154 + }, + "8": { + "Dice": 0.9397486975176218, + "FN": 309, + "FP": 1657, + "IoU": 0.8863452422245346, + "TN": 2260718, + "TP": 15332, + "n_pred": 16989, + "n_ref": 15641 + }, + "9": { + "Dice": 0.9076244486452426, + "FN": 554, + "FP": 179, + "IoU": 0.8308721735117675, + "TN": 2273682, + "TP": 3601, + "n_pred": 3780, + "n_ref": 4155 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0249.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0249.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9671691001026719, + "FN": 1603, + "FP": 5208, + "IoU": 0.9364254111673231, + "TN": 2170882, + "TP": 100323, + "n_pred": 105531, + "n_ref": 101926 + }, + "10": { + "Dice": 0.8818854480679639, + "FN": 1335, + "FP": 3406, + "IoU": 0.7887254901960784, + "TN": 2255576, + "TP": 17699, + "n_pred": 21105, + "n_ref": 19034 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.3238174044959316, + "FN": 2506, + "FP": 12203, + "IoU": 0.19318742800724042, + "TN": 2259785, + "TP": 3522, + "n_pred": 15725, + "n_ref": 6028 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 123, + "IoU": 0.0, + "TN": 2277893, + "TP": 0, + "n_pred": 123, + "n_ref": 0 + }, + "15": { + "Dice": 0.047261009667024706, + "FN": 2661, + "FP": 0, + "IoU": 0.0242024202420242, + "TN": 2275289, + "TP": 66, + "n_pred": 66, + "n_ref": 2727 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9035215898297655, + "FN": 1613, + "FP": 3669, + "IoU": 0.8240213226719973, + "TN": 2248001, + "TP": 24733, + "n_pred": 28402, + "n_ref": 26346 + }, + "4": { + "Dice": 0.9382303839732888, + "FN": 61, + "FP": 864, + "IoU": 0.8836477987421384, + "TN": 2270066, + "TP": 7025, + "n_pred": 7889, + "n_ref": 7086 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.906205493387589, + "FN": 7206, + "FP": 2475, + "IoU": 0.8284970238095238, + "TN": 2221568, + "TP": 46767, + "n_pred": 49242, + "n_ref": 53973 + }, + "7": { + "Dice": 0.8324071792906481, + "FN": 18055, + "FP": 312, + "IoU": 0.7129259143482338, + "TN": 2214036, + "TP": 45613, + "n_pred": 45925, + "n_ref": 63668 + }, + "8": { + "Dice": 0.9189806009889692, + "FN": 128, + "FP": 1576, + "IoU": 0.8501055594651654, + "TN": 2266648, + "TP": 9664, + "n_pred": 11240, + "n_ref": 9792 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 631, + "IoU": 0.0, + "TN": 2277385, + "TP": 0, + "n_pred": 631, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0259.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0259.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9862885026643193, + "FN": 4381, + "FP": 261, + "IoU": 0.9729479297182319, + "TN": 3508277, + "TP": 166953, + "n_pred": 167214, + "n_ref": 171334 + }, + "10": { + "Dice": 0.8641274535524339, + "FN": 5290, + "FP": 407, + "IoU": 0.76076092890438, + "TN": 3656059, + "TP": 18116, + "n_pred": 18523, + "n_ref": 23406 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3679872, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.848955223880597, + "FN": 432, + "FP": 74, + "IoU": 0.7375518672199171, + "TN": 3677944, + "TP": 1422, + "n_pred": 1496, + "n_ref": 1854 + }, + "13": { + "Dice": 0.8325074331020813, + "FN": 3289, + "FP": 1443, + "IoU": 0.7130730050933786, + "TN": 3663380, + "TP": 11760, + "n_pred": 13203, + "n_ref": 15049 + }, + "14": { + "Dice": 0.8656571705592152, + "FN": 6012, + "FP": 3410, + "IoU": 0.763135401478204, + "TN": 3640094, + "TP": 30356, + "n_pred": 33766, + "n_ref": 36368 + }, + "15": { + "Dice": 0.8969002695417789, + "FN": 150, + "FP": 156, + "IoU": 0.8130726939523518, + "TN": 3678235, + "TP": 1331, + "n_pred": 1487, + "n_ref": 1481 + }, + "2": { + "Dice": 0.970736251704731, + "FN": 6003, + "FP": 91, + "IoU": 0.9431365413505771, + "TN": 3572703, + "TP": 101075, + "n_pred": 101166, + "n_ref": 107078 + }, + "3": { + "Dice": 0.7442489851150202, + "FN": 81, + "FP": 108, + "IoU": 0.5926724137931034, + "TN": 3679408, + "TP": 275, + "n_pred": 383, + "n_ref": 356 + }, + "4": { + "Dice": 0.9181987192728776, + "FN": 1063, + "FP": 2105, + "IoU": 0.848768378842849, + "TN": 3658924, + "TP": 17780, + "n_pred": 19885, + "n_ref": 18843 + }, + "5": { + "Dice": 0.8235294117647058, + "FN": 12, + "FP": 0, + "IoU": 0.7, + "TN": 3679832, + "TP": 28, + "n_pred": 28, + "n_ref": 40 + }, + "6": { + "Dice": 0.9837851814220605, + "FN": 6359, + "FP": 2546, + "IoU": 0.9680878131640906, + "TN": 3400825, + "TP": 270142, + "n_pred": 272688, + "n_ref": 276501 + }, + "7": { + "Dice": 0.9551810759891145, + "FN": 1131, + "FP": 3151, + "IoU": 0.9142072889743744, + "TN": 3629961, + "TP": 45629, + "n_pred": 48780, + "n_ref": 46760 + }, + "8": { + "Dice": 0.8683623382418563, + "FN": 1128, + "FP": 6247, + "IoU": 0.7673501577287066, + "TN": 3648172, + "TP": 24325, + "n_pred": 30572, + "n_ref": 25453 + }, + "9": { + "Dice": 0.9081022294725394, + "FN": 465, + "FP": 549, + "IoU": 0.8316733067729084, + "TN": 3673848, + "TP": 5010, + "n_pred": 5559, + "n_ref": 5475 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0263.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0263.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9758881166263479, + "FN": 3378, + "FP": 1177, + "IoU": 0.9529116227140686, + "TN": 2006051, + "TP": 92178, + "n_pred": 93355, + "n_ref": 95556 + }, + "10": { + "Dice": 0.8800432111763145, + "FN": 2992, + "FP": 10111, + "IoU": 0.7857831837428679, + "TN": 2041617, + "TP": 48064, + "n_pred": 58175, + "n_ref": 51056 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7927825261158594, + "FN": 472, + "FP": 619, + "IoU": 0.6567023285084959, + "TN": 2099606, + "TP": 2087, + "n_pred": 2706, + "n_ref": 2559 + }, + "13": { + "Dice": 0.8184692131442327, + "FN": 4103, + "FP": 2156, + "IoU": 0.6927193283911827, + "TN": 2082415, + "TP": 14110, + "n_pred": 16266, + "n_ref": 18213 + }, + "14": { + "Dice": 0.4150515259850769, + "FN": 242215, + "FP": 104, + "IoU": 0.26187067452968127, + "TN": 1774496, + "TP": 85969, + "n_pred": 86073, + "n_ref": 328184 + }, + "15": { + "Dice": 0.8043522063268185, + "FN": 224, + "FP": 747, + "IoU": 0.6727334007414897, + "TN": 2099817, + "TP": 1996, + "n_pred": 2743, + "n_ref": 2220 + }, + "2": { + "Dice": 0.939059147532584, + "FN": 1587, + "FP": 316, + "IoU": 0.8851192272864473, + "TN": 2086219, + "TP": 14662, + "n_pred": 14978, + "n_ref": 16249 + }, + "3": { + "Dice": 0.9671817476227831, + "FN": 4142, + "FP": 3765, + "IoU": 0.9364491239350586, + "TN": 1978364, + "TP": 116513, + "n_pred": 120278, + "n_ref": 120655 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 101, + "IoU": 0.0, + "TN": 2102683, + "TP": 0, + "n_pred": 101, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 34931, + "IoU": 0.0, + "TN": 2067853, + "TP": 0, + "n_pred": 34931, + "n_ref": 0 + }, + "7": { + "Dice": 0.30572994691767474, + "FN": 1061, + "FP": 79114, + "IoU": 0.18044936010140247, + "TN": 2004956, + "TP": 17653, + "n_pred": 96767, + "n_ref": 18714 + }, + "8": { + "Dice": 0.9628720466400736, + "FN": 119, + "FP": 244, + "IoU": 0.9284023668639053, + "TN": 2097714, + "TP": 4707, + "n_pred": 4951, + "n_ref": 4826 + }, + "9": { + "Dice": 0.9471921341941061, + "FN": 555, + "FP": 1400, + "IoU": 0.899681855500821, + "TN": 2083296, + "TP": 17533, + "n_pred": 18933, + "n_ref": 18088 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0268.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0268.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9503243199957291, + "FN": 756, + "FP": 1105, + "IoU": 0.9053504221340657, + "TN": 2433586, + "TP": 17801, + "n_pred": 18906, + "n_ref": 18557 + }, + "10": { + "Dice": 0.8791574680612355, + "FN": 1503, + "FP": 1836, + "IoU": 0.7843719728769777, + "TN": 2437763, + "TP": 12146, + "n_pred": 13982, + "n_ref": 13649 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7587881886744215, + "FN": 908, + "FP": 979, + "IoU": 0.6113285272914522, + "TN": 2448393, + "TP": 2968, + "n_pred": 3947, + "n_ref": 3876 + }, + "13": { + "Dice": 0.8021274677724691, + "FN": 294, + "FP": 4096, + "IoU": 0.669626730885009, + "TN": 2439960, + "TP": 8898, + "n_pred": 12994, + "n_ref": 9192 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.964788879380518, + "FN": 3670, + "FP": 1391, + "IoU": 0.931973063429977, + "TN": 2378851, + "TP": 69336, + "n_pred": 70727, + "n_ref": 73006 + }, + "3": { + "Dice": 0.9732536832677343, + "FN": 1474, + "FP": 1781, + "IoU": 0.9479008275045216, + "TN": 2390771, + "TP": 59222, + "n_pred": 61003, + "n_ref": 60696 + }, + "4": { + "Dice": 0.802609141535196, + "FN": 15319, + "FP": 1234, + "IoU": 0.6702983707126638, + "TN": 2403042, + "TP": 33653, + "n_pred": 34887, + "n_ref": 48972 + }, + "5": { + "Dice": 0.8520499108734403, + "FN": 118, + "FP": 878, + "IoU": 0.7422360248447205, + "TN": 2449384, + "TP": 2868, + "n_pred": 3746, + "n_ref": 2986 + }, + "6": { + "Dice": 0.9443955550954205, + "FN": 3446, + "FP": 9444, + "IoU": 0.8946490891110148, + "TN": 2330895, + "TP": 109463, + "n_pred": 118907, + "n_ref": 112909 + }, + "7": { + "Dice": 0.865490477380252, + "FN": 2590, + "FP": 14099, + "IoU": 0.7628763444679673, + "TN": 2382867, + "TP": 53692, + "n_pred": 67791, + "n_ref": 56282 + }, + "8": { + "Dice": 0.9555653321601408, + "FN": 434, + "FP": 172, + "IoU": 0.9149115417017691, + "TN": 2446126, + "TP": 6516, + "n_pred": 6688, + "n_ref": 6950 + }, + "9": { + "Dice": 0.6294902497434143, + "FN": 146, + "FP": 2020, + "IoU": 0.45931103344982527, + "TN": 2449242, + "TP": 1840, + "n_pred": 3860, + "n_ref": 1986 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0273.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0273.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5815213165737981, + "FN": 380, + "FP": 15767, + "IoU": 0.40996126580428266, + "TN": 2250650, + "TP": 11219, + "n_pred": 26986, + "n_ref": 11599 + }, + "10": { + "Dice": 0.6907587678357114, + "FN": 1816, + "FP": 2822, + "IoU": 0.5276023630067224, + "TN": 2268198, + "TP": 5180, + "n_pred": 8002, + "n_ref": 6996 + }, + "11": { + "Dice": 0.5916030534351145, + "FN": 213, + "FP": 1, + "IoU": 0.42005420054200543, + "TN": 2277647, + "TP": 155, + "n_pred": 156, + "n_ref": 368 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5762746605175506, + "FN": 12688, + "FP": 3850, + "IoU": 0.40476533256550534, + "TN": 2250232, + "TP": 11246, + "n_pred": 15096, + "n_ref": 23934 + }, + "14": { + "Dice": 0.858085808580858, + "FN": 84, + "FP": 260, + "IoU": 0.7514450867052023, + "TN": 2276632, + "TP": 1040, + "n_pred": 1300, + "n_ref": 1124 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9608529765326922, + "FN": 352, + "FP": 397, + "IoU": 0.9246554672568152, + "TN": 2268075, + "TP": 9192, + "n_pred": 9589, + "n_ref": 9544 + }, + "3": { + "Dice": 0.9165432098765433, + "FN": 76, + "FP": 262, + "IoU": 0.845943482224248, + "TN": 2275822, + "TP": 1856, + "n_pred": 2118, + "n_ref": 1932 + }, + "4": { + "Dice": 0.884733161936889, + "FN": 4551, + "FP": 2488, + "IoU": 0.7932928082694624, + "TN": 2243963, + "TP": 27014, + "n_pred": 29502, + "n_ref": 31565 + }, + "5": { + "Dice": 0.058622894905137495, + "FN": 8803, + "FP": 29, + "IoU": 0.030196552102778083, + "TN": 2268909, + "TP": 275, + "n_pred": 304, + "n_ref": 9078 + }, + "6": { + "Dice": 0.9226149647913388, + "FN": 6674, + "FP": 24690, + "IoU": 0.8563465563754117, + "TN": 2059685, + "TP": 186967, + "n_pred": 211657, + "n_ref": 193641 + }, + "7": { + "Dice": 0.9287123947051745, + "FN": 5169, + "FP": 8160, + "IoU": 0.8669122933141624, + "TN": 2177864, + "TP": 86823, + "n_pred": 94983, + "n_ref": 91992 + }, + "8": { + "Dice": 0.9396483294445914, + "FN": 731, + "FP": 1778, + "IoU": 0.8861666893516628, + "TN": 2255975, + "TP": 19532, + "n_pred": 21310, + "n_ref": 20263 + }, + "9": { + "Dice": 0.8027352708168286, + "FN": 4098, + "FP": 5364, + "IoU": 0.670474333077941, + "TN": 2249302, + "TP": 19252, + "n_pred": 24616, + "n_ref": 23350 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0281.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0281.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.956870397348338, + "FN": 1581, + "FP": 1646, + "IoU": 0.9173072980729807, + "TN": 2764688, + "TP": 35797, + "n_pred": 37443, + "n_ref": 37378 + }, + "10": { + "Dice": 0.6692585992764188, + "FN": 3822, + "FP": 8428, + "IoU": 0.5029216036357734, + "TN": 2779068, + "TP": 12394, + "n_pred": 20822, + "n_ref": 16216 + }, + "11": { + "Dice": 0.0, + "FN": 1500, + "FP": 0, + "IoU": 0.0, + "TN": 2802212, + "TP": 0, + "n_pred": 0, + "n_ref": 1500 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8061512848036102, + "FN": 8295, + "FP": 554, + "IoU": 0.6752541377665235, + "TN": 2776463, + "TP": 18400, + "n_pred": 18954, + "n_ref": 26695 + }, + "14": { + "Dice": 0.8940762927940193, + "FN": 9579, + "FP": 3258, + "IoU": 0.8084430119079595, + "TN": 2736698, + "TP": 54177, + "n_pred": 57435, + "n_ref": 63756 + }, + "15": { + "Dice": 0.7396618455897331, + "FN": 1741, + "FP": 8483, + "IoU": 0.5868757071278488, + "TN": 2778964, + "TP": 14524, + "n_pred": 23007, + "n_ref": 16265 + }, + "2": { + "Dice": 0.0, + "FN": 14830, + "FP": 0, + "IoU": 0.0, + "TN": 2788882, + "TP": 0, + "n_pred": 0, + "n_ref": 14830 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 20066, + "IoU": 0.0, + "TN": 2783646, + "TP": 0, + "n_pred": 20066, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.027149321266968326, + "FN": 215, + "FP": 0, + "IoU": 0.013761467889908258, + "TN": 2803494, + "TP": 3, + "n_pred": 3, + "n_ref": 218 + }, + "6": { + "Dice": 0.8615932013192287, + "FN": 46247, + "FP": 4322, + "IoU": 0.7568412296181606, + "TN": 2595745, + "TP": 157398, + "n_pred": 161720, + "n_ref": 203645 + }, + "7": { + "Dice": 0.8881575194788898, + "FN": 18786, + "FP": 40038, + "IoU": 0.7988159609287627, + "TN": 2511323, + "TP": 233565, + "n_pred": 273603, + "n_ref": 252351 + }, + "8": { + "Dice": 0.4133045888512473, + "FN": 33, + "FP": 1872, + "IoU": 0.26048136645962733, + "TN": 2801136, + "TP": 671, + "n_pred": 2543, + "n_ref": 704 + }, + "9": { + "Dice": 0.8155888274980199, + "FN": 17633, + "FP": 1692, + "IoU": 0.6886027812243188, + "TN": 2741653, + "TP": 42734, + "n_pred": 44426, + "n_ref": 60367 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0294.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0294.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9636116428430864, + "FN": 372, + "FP": 3696, + "IoU": 0.9297785296300771, + "TN": 1869621, + "TP": 53863, + "n_pred": 57559, + "n_ref": 54235 + }, + "10": { + "Dice": 0.9015374700791751, + "FN": 1227, + "FP": 3051, + "IoU": 0.8207266479487072, + "TN": 1903689, + "TP": 19585, + "n_pred": 22636, + "n_ref": 20812 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8308301910909439, + "FN": 2517, + "FP": 2777, + "IoU": 0.7106155023504974, + "TN": 1909258, + "TP": 13000, + "n_pred": 15777, + "n_ref": 15517 + }, + "14": { + "Dice": 0.9642910170749814, + "FN": 387, + "FP": 1537, + "IoU": 0.9310443695792416, + "TN": 1899650, + "TP": 25978, + "n_pred": 27515, + "n_ref": 26365 + }, + "15": { + "Dice": 0.8774349375037739, + "FN": 5602, + "FP": 4547, + "IoU": 0.7816339264582481, + "TN": 1881075, + "TP": 36328, + "n_pred": 40875, + "n_ref": 41930 + }, + "2": { + "Dice": 0.8472906403940886, + "FN": 30, + "FP": 1, + "IoU": 0.7350427350427351, + "TN": 1927435, + "TP": 86, + "n_pred": 87, + "n_ref": 116 + }, + "3": { + "Dice": 0.9716713128899509, + "FN": 338, + "FP": 729, + "IoU": 0.9449034390168336, + "TN": 1908186, + "TP": 18299, + "n_pred": 19028, + "n_ref": 18637 + }, + "4": { + "Dice": 0.9491641545628939, + "FN": 171, + "FP": 571, + "IoU": 0.9032468379188943, + "TN": 1919883, + "TP": 6927, + "n_pred": 7498, + "n_ref": 7098 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9638811936739489, + "FN": 319, + "FP": 1741, + "IoU": 0.9302805699394185, + "TN": 1898005, + "TP": 27487, + "n_pred": 29228, + "n_ref": 27806 + }, + "7": { + "Dice": 0.9543177304123559, + "FN": 800, + "FP": 741, + "IoU": 0.9126268639791347, + "TN": 1909915, + "TP": 16096, + "n_pred": 16837, + "n_ref": 16896 + }, + "8": { + "Dice": 0.9524181305573628, + "FN": 617, + "FP": 480, + "IoU": 0.9091586618085459, + "TN": 1915476, + "TP": 10979, + "n_pred": 11459, + "n_ref": 11596 + }, + "9": { + "Dice": 0.9587513935340022, + "FN": 556, + "FP": 258, + "IoU": 0.9207708779443254, + "TN": 1917278, + "TP": 9460, + "n_pred": 9718, + "n_ref": 10016 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0321.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0321.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3993361181560495, + "FN": 64419, + "FP": 1, + "IoU": 0.2494815574247967, + "TN": 2016950, + "TP": 21414, + "n_pred": 21415, + "n_ref": 85833 + }, + "10": { + "Dice": 0.3174063434367122, + "FN": 7087, + "FP": 4556, + "IoU": 0.1886411149825784, + "TN": 2088434, + "TP": 2707, + "n_pred": 7263, + "n_ref": 9794 + }, + "11": { + "Dice": 0.6051282051282051, + "FN": 44, + "FP": 110, + "IoU": 0.4338235294117647, + "TN": 2102512, + "TP": 118, + "n_pred": 228, + "n_ref": 162 + }, + "12": { + "Dice": 0.6766580534022395, + "FN": 556, + "FP": 1321, + "IoU": 0.5113251757354855, + "TN": 2098943, + "TP": 1964, + "n_pred": 3285, + "n_ref": 2520 + }, + "13": { + "Dice": 0.5292627079835139, + "FN": 4337, + "FP": 11082, + "IoU": 0.3598621663137792, + "TN": 2078697, + "TP": 8668, + "n_pred": 19750, + "n_ref": 13005 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 304, + "IoU": 0.0, + "TN": 2102480, + "TP": 0, + "n_pred": 304, + "n_ref": 0 + }, + "2": { + "Dice": 0.019130704337621506, + "FN": 44275, + "FP": 24, + "IoU": 0.009657731774384655, + "TN": 2058053, + "TP": 432, + "n_pred": 456, + "n_ref": 44707 + }, + "3": { + "Dice": 0.646131995327599, + "FN": 1723, + "FP": 51595, + "IoU": 0.4772488847492524, + "TN": 2000789, + "TP": 48677, + "n_pred": 100272, + "n_ref": 50400 + }, + "4": { + "Dice": 0.04371509532586866, + "FN": 69510, + "FP": 10, + "IoU": 0.022345975896159418, + "TN": 2031675, + "TP": 1589, + "n_pred": 1599, + "n_ref": 71099 + }, + "5": { + "Dice": 0.0, + "FN": 194, + "FP": 0, + "IoU": 0.0, + "TN": 2102590, + "TP": 0, + "n_pred": 0, + "n_ref": 194 + }, + "6": { + "Dice": 0.4211690557942117, + "FN": 212074, + "FP": 13486, + "IoU": 0.2667600716466041, + "TN": 1795163, + "TP": 82061, + "n_pred": 95547, + "n_ref": 294135 + }, + "7": { + "Dice": 0.22354658816208325, + "FN": 11204, + "FP": 21237, + "IoU": 0.12583870011586862, + "TN": 2065673, + "TP": 4670, + "n_pred": 25907, + "n_ref": 15874 + }, + "8": { + "Dice": 0.9028500649095434, + "FN": 7384, + "FP": 773, + "IoU": 0.8229049066435085, + "TN": 2056724, + "TP": 37903, + "n_pred": 38676, + "n_ref": 45287 + }, + "9": { + "Dice": 0.7106281737154221, + "FN": 2758, + "FP": 5391, + "IoU": 0.5511429358303498, + "TN": 2084629, + "TP": 10006, + "n_pred": 15397, + "n_ref": 12764 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0330.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0330.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9486965664769225, + "FN": 365, + "FP": 1050, + "IoU": 0.9024003310801489, + "TN": 2789214, + "TP": 13083, + "n_pred": 14133, + "n_ref": 13448 + }, + "10": { + "Dice": 0.8925201441899915, + "FN": 2845, + "FP": 5265, + "IoU": 0.8059019218342388, + "TN": 2761929, + "TP": 33673, + "n_pred": 38938, + "n_ref": 36518 + }, + "11": { + "Dice": 0.6686217008797654, + "FN": 62, + "FP": 390, + "IoU": 0.5022026431718062, + "TN": 2802804, + "TP": 456, + "n_pred": 846, + "n_ref": 518 + }, + "12": { + "Dice": 0.7405071967100754, + "FN": 1541, + "FP": 352, + "IoU": 0.5879407923378319, + "TN": 2799118, + "TP": 2701, + "n_pred": 3053, + "n_ref": 4242 + }, + "13": { + "Dice": 0.8810030841533265, + "FN": 1585, + "FP": 4897, + "IoU": 0.7873150244446632, + "TN": 2773235, + "TP": 23995, + "n_pred": 28892, + "n_ref": 25580 + }, + "14": { + "Dice": 0.962997799389508, + "FN": 532, + "FP": 3638, + "IoU": 0.9286362158369414, + "TN": 2745279, + "TP": 54263, + "n_pred": 57901, + "n_ref": 54795 + }, + "15": { + "Dice": 0.5066761245097221, + "FN": 23641, + "FP": 5, + "IoU": 0.3392941965408366, + "TN": 2767923, + "TP": 12143, + "n_pred": 12148, + "n_ref": 35784 + }, + "2": { + "Dice": 0.9803127934462326, + "FN": 435, + "FP": 781, + "IoU": 0.9613857927661872, + "TN": 2772221, + "TP": 30275, + "n_pred": 31056, + "n_ref": 30710 + }, + "3": { + "Dice": 0.935724859710125, + "FN": 747, + "FP": 1120, + "IoU": 0.8792133014168338, + "TN": 2788255, + "TP": 13590, + "n_pred": 14710, + "n_ref": 14337 + }, + "4": { + "Dice": 0.8148507251646265, + "FN": 4067, + "FP": 516, + "IoU": 0.6875511317152986, + "TN": 2789044, + "TP": 10085, + "n_pred": 10601, + "n_ref": 14152 + }, + "5": { + "Dice": 0.8222608695652174, + "FN": 486, + "FP": 25, + "IoU": 0.6981689308919079, + "TN": 2802019, + "TP": 1182, + "n_pred": 1207, + "n_ref": 1668 + }, + "6": { + "Dice": 0.9322823282459439, + "FN": 1373, + "FP": 11015, + "IoU": 0.8731543486719502, + "TN": 2706050, + "TP": 85274, + "n_pred": 96289, + "n_ref": 86647 + }, + "7": { + "Dice": 0.9712508800750997, + "FN": 1786, + "FP": 4584, + "IoU": 0.9441085890270332, + "TN": 2689741, + "TP": 107601, + "n_pred": 112185, + "n_ref": 109387 + }, + "8": { + "Dice": 0.9509611070849294, + "FN": 1076, + "FP": 345, + "IoU": 0.9065070070399368, + "TN": 2788513, + "TP": 13778, + "n_pred": 14123, + "n_ref": 14854 + }, + "9": { + "Dice": 0.9219739965727043, + "FN": 4303, + "FP": 660, + "IoU": 0.8552428175586991, + "TN": 2769427, + "TP": 29322, + "n_pred": 29982, + "n_ref": 33625 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0332.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0332.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7819218955682317, + "FN": 623, + "FP": 371, + "IoU": 0.6419308357348703, + "TN": 2976168, + "TP": 1782, + "n_pred": 2153, + "n_ref": 2405 + }, + "10": { + "Dice": 0.8247535297812492, + "FN": 6706, + "FP": 6128, + "IoU": 0.7017706929404657, + "TN": 2935910, + "TP": 30200, + "n_pred": 36328, + "n_ref": 36906 + }, + "11": { + "Dice": 0.7179846046186145, + "FN": 335, + "FP": 68, + "IoU": 0.5600436681222707, + "TN": 2978028, + "TP": 513, + "n_pred": 581, + "n_ref": 848 + }, + "12": { + "Dice": 0.4686311787072243, + "FN": 583, + "FP": 535, + "IoU": 0.3060211049037865, + "TN": 2977333, + "TP": 493, + "n_pred": 1028, + "n_ref": 1076 + }, + "13": { + "Dice": 0.8798117620051937, + "FN": 4676, + "FP": 3701, + "IoU": 0.785414211793637, + "TN": 2939906, + "TP": 30661, + "n_pred": 34362, + "n_ref": 35337 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.6850274748078423, + "FN": 2467, + "FP": 16506, + "IoU": 0.5209443252114632, + "TN": 2939339, + "TP": 20632, + "n_pred": 37138, + "n_ref": 23099 + }, + "3": { + "Dice": 0.8547600928798611, + "FN": 5228, + "FP": 31989, + "IoU": 0.7463589834458976, + "TN": 2832213, + "TP": 109514, + "n_pred": 141503, + "n_ref": 114742 + }, + "4": { + "Dice": 0.7733838503433578, + "FN": 566, + "FP": 391, + "IoU": 0.6305019305019305, + "TN": 2976354, + "TP": 1633, + "n_pred": 2024, + "n_ref": 2199 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9665908124734301, + "FN": 1341, + "FP": 1331, + "IoU": 0.9353418027828191, + "TN": 2937619, + "TP": 38653, + "n_pred": 39984, + "n_ref": 39994 + }, + "7": { + "Dice": 0.9043767029972752, + "FN": 331, + "FP": 1915, + "IoU": 0.825444936659672, + "TN": 2966077, + "TP": 10621, + "n_pred": 12536, + "n_ref": 10952 + }, + "8": { + "Dice": 0.9341109892013628, + "FN": 355, + "FP": 786, + "IoU": 0.8763679705276844, + "TN": 2969715, + "TP": 8088, + "n_pred": 8874, + "n_ref": 8443 + }, + "9": { + "Dice": 0.9084769859605474, + "FN": 353, + "FP": 162, + "IoU": 0.8323021816997721, + "TN": 2975873, + "TP": 2556, + "n_pred": 2718, + "n_ref": 2909 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0383.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0383.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9725396012502869, + "FN": 1279, + "FP": 276, + "IoU": 0.9465470420404937, + "TN": 1547997, + "TP": 27536, + "n_pred": 27812, + "n_ref": 28815 + }, + "10": { + "Dice": 0.0, + "FN": 2, + "FP": 0, + "IoU": 0.0, + "TN": 1577086, + "TP": 0, + "n_pred": 0, + "n_ref": 2 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7795133673775909, + "FN": 1347, + "FP": 121, + "IoU": 0.6386906226925917, + "TN": 1573025, + "TP": 2595, + "n_pred": 2716, + "n_ref": 3942 + }, + "14": { + "Dice": 0.8647132017468954, + "FN": 830, + "FP": 4715, + "IoU": 0.7616693888077022, + "TN": 1553822, + "TP": 17721, + "n_pred": 22436, + "n_ref": 18551 + }, + "15": { + "Dice": 0.49440066362505186, + "FN": 7048, + "FP": 266, + "IoU": 0.32837465564738294, + "TN": 1566198, + "TP": 3576, + "n_pred": 3842, + "n_ref": 10624 + }, + "2": { + "Dice": 0.8746166548714319, + "FN": 1253, + "FP": 873, + "IoU": 0.7771722041714705, + "TN": 1567547, + "TP": 7415, + "n_pred": 8288, + "n_ref": 8668 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8143493061010736, + "FN": 399, + "FP": 310, + "IoU": 0.6868374558303887, + "TN": 1574824, + "TP": 1555, + "n_pred": 1865, + "n_ref": 1954 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9817817503555005, + "FN": 2633, + "FP": 5259, + "IoU": 0.9642154328880667, + "TN": 1356546, + "TP": 212650, + "n_pred": 217909, + "n_ref": 215283 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 53, + "IoU": 0.0, + "TN": 1577035, + "TP": 0, + "n_pred": 53, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0400.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0400.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 892, + "IoU": 0.0, + "TN": 2627588, + "TP": 0, + "n_pred": 892, + "n_ref": 0 + }, + "10": { + "Dice": 0.9242771913721891, + "FN": 35, + "FP": 130, + "IoU": 0.8592150170648464, + "TN": 2627308, + "TP": 1007, + "n_pred": 1137, + "n_ref": 1042 + }, + "11": { + "Dice": 0.690163072067333, + "FN": 2008, + "FP": 937, + "IoU": 0.5269076305220883, + "TN": 2622255, + "TP": 3280, + "n_pred": 4217, + "n_ref": 5288 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 645, + "IoU": 0.0, + "TN": 2627835, + "TP": 0, + "n_pred": 645, + "n_ref": 0 + }, + "13": { + "Dice": 0.8651774677732651, + "FN": 667, + "FP": 2387, + "IoU": 0.7623901034777872, + "TN": 2615627, + "TP": 9799, + "n_pred": 12186, + "n_ref": 10466 + }, + "14": { + "Dice": 0.8879240421775848, + "FN": 534, + "FP": 1815, + "IoU": 0.7984383044448258, + "TN": 2616826, + "TP": 9305, + "n_pred": 11120, + "n_ref": 9839 + }, + "15": { + "Dice": 0.880692498459886, + "FN": 2289, + "FP": 5264, + "IoU": 0.7868190798758115, + "TN": 2593050, + "TP": 27877, + "n_pred": 33141, + "n_ref": 30166 + }, + "2": { + "Dice": 0.9614754205840316, + "FN": 4954, + "FP": 922, + "IoU": 0.9258090175629096, + "TN": 2549279, + "TP": 73325, + "n_pred": 74247, + "n_ref": 78279 + }, + "3": { + "Dice": 0.8249047681597268, + "FN": 119, + "FP": 1214, + "IoU": 0.7019897160742231, + "TN": 2624007, + "TP": 3140, + "n_pred": 4354, + "n_ref": 3259 + }, + "4": { + "Dice": 0.5376540392514834, + "FN": 17154, + "FP": 67, + "IoU": 0.367665418227216, + "TN": 2601246, + "TP": 10013, + "n_pred": 10080, + "n_ref": 27167 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9594470650772376, + "FN": 12092, + "FP": 18195, + "IoU": 0.9220550275498045, + "TN": 2239911, + "TP": 358282, + "n_pred": 376477, + "n_ref": 370374 + }, + "7": { + "Dice": 0.06746159630465141, + "FN": 2355, + "FP": 6326, + "IoU": 0.0349082823790995, + "TN": 2619485, + "TP": 314, + "n_pred": 6640, + "n_ref": 2669 + }, + "8": { + "Dice": 0.93255753962567, + "FN": 2226, + "FP": 127, + "IoU": 0.8736372912303313, + "TN": 2609859, + "TP": 16268, + "n_pred": 16395, + "n_ref": 18494 + }, + "9": { + "Dice": 0.961658072671094, + "FN": 1069, + "FP": 842, + "IoU": 0.9261477817282424, + "TN": 2602604, + "TP": 23965, + "n_pred": 24807, + "n_ref": 25034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0403.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0403.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": 0.6196413253975208, + "FN": 3684.233333333333, + "FP": 4329.562222222224, + "IoU": 0.5342627709676748, + "TN": 3069030.38, + "TP": 24562.224444444444, + "n_pred": 28891.786666666667, + "n_ref": 28246.457777777785 + }, + "mean": { + "1": { + "Dice": 0.7787213254396741, + "FN": 1536.4666666666667, + "FP": 2890.6666666666665, + "IoU": 0.7092195999666762, + "TN": 3068033.3, + "TP": 29145.966666666667, + "n_pred": 32036.633333333335, + "n_ref": 30682.433333333334 + }, + "10": { + "Dice": 0.5841076590362727, + "FN": 2876.2, + "FP": 2172.3, + "IoU": 0.4847376072181025, + "TN": 3088367.1333333333, + "TP": 8190.766666666666, + "n_pred": 10363.066666666668, + "n_ref": 11066.966666666667 + }, + "11": { + "Dice": 0.3607926528912585, + "FN": 270.76666666666665, + "FP": 109.0, + "IoU": 0.267890216925758, + "TN": 3100926.6333333333, + "TP": 300.0, + "n_pred": 409.0, + "n_ref": 570.7666666666667 + }, + "12": { + "Dice": 0.41108185571439887, + "FN": 219.36666666666667, + "FP": 148.53333333333333, + "IoU": 0.3180868199038247, + "TN": 3100854.6, + "TP": 383.9, + "n_pred": 532.4333333333333, + "n_ref": 603.2666666666667 + }, + "13": { + "Dice": 0.582866593720091, + "FN": 5875.033333333334, + "FP": 3257.8, + "IoU": 0.455164943140248, + "TN": 3084004.7, + "TP": 8468.866666666667, + "n_pred": 11726.666666666666, + "n_ref": 14343.9 + }, + "14": { + "Dice": 0.5597822911278969, + "FN": 2054.9333333333334, + "FP": 9963.533333333333, + "IoU": 0.47368577333979694, + "TN": 3077005.933333333, + "TP": 12582.0, + "n_pred": 22545.533333333333, + "n_ref": 14636.933333333332 + }, + "15": { + "Dice": 0.5462778633252086, + "FN": 1227.7, + "FP": 3017.8333333333335, + "IoU": 0.4523433484731602, + "TN": 3090691.4, + "TP": 6669.466666666666, + "n_pred": 9687.3, + "n_ref": 7897.166666666667 + }, + "2": { + "Dice": 0.8383169884636845, + "FN": 2304.9666666666667, + "FP": 2776.5333333333333, + "IoU": 0.7644754363553788, + "TN": 3073642.0, + "TP": 22882.9, + "n_pred": 25659.433333333334, + "n_ref": 25187.866666666665 + }, + "3": { + "Dice": 0.7039810650753086, + "FN": 561.9, + "FP": 2914.1666666666665, + "IoU": 0.6523953755123925, + "TN": 3083058.433333333, + "TP": 15071.9, + "n_pred": 17986.066666666666, + "n_ref": 15633.8 + }, + "4": { + "Dice": 0.46486804658454395, + "FN": 2435.1, + "FP": 1660.9333333333334, + "IoU": 0.39851385084800983, + "TN": 3090696.3, + "TP": 6814.066666666667, + "n_pred": 8475.0, + "n_ref": 9249.166666666666 + }, + "5": { + "Dice": 0.3467546352120324, + "FN": 812.8, + "FP": 318.1666666666667, + "IoU": 0.24784942221427445, + "TN": 3099775.6666666665, + "TP": 699.7666666666667, + "n_pred": 1017.9333333333333, + "n_ref": 1512.5666666666666 + }, + "6": { + "Dice": 0.9193095381765736, + "FN": 15829.233333333334, + "FP": 8470.566666666668, + "IoU": 0.8667436981612382, + "TN": 2907864.6333333333, + "TP": 169441.96666666667, + "n_pred": 177912.53333333333, + "n_ref": 185271.2 + }, + "7": { + "Dice": 0.6902759646480006, + "FN": 16116.1, + "FP": 23128.233333333334, + "IoU": 0.5957741586461875, + "TN": 2997009.933333333, + "TP": 65352.13333333333, + "n_pred": 88480.36666666667, + "n_ref": 81468.23333333334 + }, + "8": { + "Dice": 0.8189653172534712, + "FN": 1147.5666666666666, + "FP": 1955.2, + "IoU": 0.7461430575931641, + "TN": 3084570.7666666666, + "TP": 13932.866666666667, + "n_pred": 15888.066666666668, + "n_ref": 15080.433333333332 + }, + "9": { + "Dice": 0.6885180842943966, + "FN": 1995.3666666666666, + "FP": 2159.9666666666667, + "IoU": 0.5809182562169093, + "TN": 3088954.2666666666, + "TP": 8496.8, + "n_pred": 10656.766666666666, + "n_ref": 10492.166666666666 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.7430025445292621, + "FN": 197, + "FP": 5, + "IoU": 0.5910931174089069, + "TN": 3328914, + "TP": 292, + "n_pred": 297, + "n_ref": 489 + }, + "10": { + "Dice": 0.56, + "FN": 116, + "FP": 5, + "IoU": 0.3888888888888889, + "TN": 3329210, + "TP": 77, + "n_pred": 82, + "n_ref": 193 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9315258414850188, + "FN": 604, + "FP": 285, + "IoU": 0.8718281430219147, + "TN": 3322472, + "TP": 6047, + "n_pred": 6332, + "n_ref": 6651 + }, + "14": { + "Dice": 0.5199628597957289, + "FN": 308, + "FP": 1760, + "IoU": 0.35131744040150564, + "TN": 3326220, + "TP": 1120, + "n_pred": 2880, + "n_ref": 1428 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9261867630844417, + "FN": 985, + "FP": 6446, + "IoU": 0.8625212758084807, + "TN": 3275356, + "TP": 46621, + "n_pred": 53067, + "n_ref": 47606 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 3329404, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 273, + "FP": 0, + "IoU": 0.0, + "TN": 3329135, + "TP": 0, + "n_pred": 0, + "n_ref": 273 + }, + "6": { + "Dice": 0.9588295388207823, + "FN": 7593, + "FP": 3691, + "IoU": 0.9209150418412975, + "TN": 3186726, + "TP": 131398, + "n_pred": 135089, + "n_ref": 138991 + }, + "7": { + "Dice": 0.9604242388130847, + "FN": 17142, + "FP": 6105, + "IoU": 0.9238617084689807, + "TN": 3024082, + "TP": 282079, + "n_pred": 288184, + "n_ref": 299221 + }, + "8": { + "Dice": 0.0757370841222613, + "FN": 3350, + "FP": 67, + "IoU": 0.03935901040202418, + "TN": 3325851, + "TP": 140, + "n_pred": 207, + "n_ref": 3490 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 217, + "IoU": 0.0, + "TN": 3329191, + "TP": 0, + "n_pred": 217, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0015.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0015.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9330002271178742, + "FN": 95, + "FP": 200, + "IoU": 0.8744146445295871, + "TN": 1749971, + "TP": 2054, + "n_pred": 2254, + "n_ref": 2149 + }, + "10": { + "Dice": 0.7511760336717009, + "FN": 512, + "FP": 1498, + "IoU": 0.6015067406819984, + "TN": 1747276, + "TP": 3034, + "n_pred": 4532, + "n_ref": 3546 + }, + "11": { + "Dice": 0.17997977755308392, + "FN": 810, + "FP": 1, + "IoU": 0.09888888888888889, + "TN": 1751420, + "TP": 89, + "n_pred": 90, + "n_ref": 899 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.45916968498823935, + "FN": 36070, + "FP": 1409, + "IoU": 0.2980014609751072, + "TN": 1698931, + "TP": 15910, + "n_pred": 17319, + "n_ref": 51980 + }, + "14": { + "Dice": 0.8190255483988231, + "FN": 861, + "FP": 15070, + "IoU": 0.6935167372066179, + "TN": 1700340, + "TP": 36049, + "n_pred": 51119, + "n_ref": 36910 + }, + "15": { + "Dice": 0.6650755767700876, + "FN": 2037, + "FP": 11014, + "IoU": 0.49821215733015495, + "TN": 1726311, + "TP": 12958, + "n_pred": 23972, + "n_ref": 14995 + }, + "2": { + "Dice": 0.7911583578531269, + "FN": 5655, + "FP": 31750, + "IoU": 0.6544764262488915, + "TN": 1644064, + "TP": 70851, + "n_pred": 102601, + "n_ref": 76506 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 23801, + "IoU": 0.0, + "TN": 1728519, + "TP": 0, + "n_pred": 23801, + "n_ref": 0 + }, + "4": { + "Dice": 0.36081614077669905, + "FN": 2687, + "FP": 14167, + "IoU": 0.2201193836472167, + "TN": 1730709, + "TP": 4757, + "n_pred": 18924, + "n_ref": 7444 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9346102083263818, + "FN": 6236, + "FP": 5522, + "IoU": 0.8772471968763702, + "TN": 1656534, + "TP": 84028, + "n_pred": 89550, + "n_ref": 90264 + }, + "7": { + "Dice": 0.7451795581783028, + "FN": 20558, + "FP": 42573, + "IoU": 0.5938535374005237, + "TN": 1596881, + "TP": 92308, + "n_pred": 134881, + "n_ref": 112866 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.47101449275362317, + "FN": 52, + "FP": 240, + "IoU": 0.3080568720379147, + "TN": 1751898, + "TP": 130, + "n_pred": 370, + "n_ref": 182 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0016.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0016.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9494041132815636, + "FN": 5023, + "FP": 3799, + "IoU": 0.9036815442396716, + "TN": 3413048, + "TP": 82770, + "n_pred": 86569, + "n_ref": 87793 + }, + "10": { + "Dice": 0.44922059518186114, + "FN": 541, + "FP": 1791, + "IoU": 0.28967407858665856, + "TN": 3501357, + "TP": 951, + "n_pred": 2742, + "n_ref": 1492 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 14, + "IoU": 0.0, + "TN": 3504626, + "TP": 0, + "n_pred": 14, + "n_ref": 0 + }, + "12": { + "Dice": 0.5681581685744017, + "FN": 198, + "FP": 217, + "IoU": 0.39680232558139533, + "TN": 3503952, + "TP": 273, + "n_pred": 490, + "n_ref": 471 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1623, + "IoU": 0.0, + "TN": 3503017, + "TP": 0, + "n_pred": 1623, + "n_ref": 0 + }, + "14": { + "Dice": 0.9419167997401684, + "FN": 2246, + "FP": 2046, + "IoU": 0.890210523623155, + "TN": 3465547, + "TP": 34801, + "n_pred": 36847, + "n_ref": 37047 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 15293, + "IoU": 0.0, + "TN": 3489347, + "TP": 0, + "n_pred": 15293, + "n_ref": 0 + }, + "2": { + "Dice": 0.9556157326376276, + "FN": 3122, + "FP": 2254, + "IoU": 0.91500395256917, + "TN": 3441390, + "TP": 57874, + "n_pred": 60128, + "n_ref": 60996 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1270, + "IoU": 0.0, + "TN": 3503370, + "TP": 0, + "n_pred": 1270, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 514, + "IoU": 0.0, + "TN": 3504126, + "TP": 0, + "n_pred": 514, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3504640, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9593567641297548, + "FN": 15087, + "FP": 8691, + "IoU": 0.9218882428303932, + "TN": 3200230, + "TP": 280632, + "n_pred": 289323, + "n_ref": 295719 + }, + "7": { + "Dice": 0.6134826795548537, + "FN": 152545, + "FP": 13160, + "IoU": 0.4424630478888594, + "TN": 3207431, + "TP": 131504, + "n_pred": 144664, + "n_ref": 284049 + }, + "8": { + "Dice": 0.919566327978657, + "FN": 308, + "FP": 1109, + "IoU": 0.8511085426079646, + "TN": 3495123, + "TP": 8100, + "n_pred": 9209, + "n_ref": 8408 + }, + "9": { + "Dice": 0.7599856493661803, + "FN": 2533, + "FP": 1481, + "IoU": 0.6128845597453949, + "TN": 3494271, + "TP": 6355, + "n_pred": 7836, + "n_ref": 8888 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0049.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0049.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 3038, + "FP": 1920, + "IoU": 0.0, + "TN": 1747362, + "TP": 0, + "n_pred": 1920, + "n_ref": 3038 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 147, + "FP": 730, + "IoU": 0.0, + "TN": 1751443, + "TP": 0, + "n_pred": 730, + "n_ref": 147 + }, + "13": { + "Dice": 0.6862119013062409, + "FN": 1025, + "FP": 56, + "IoU": 0.5223155103844455, + "TN": 1750057, + "TP": 1182, + "n_pred": 1238, + "n_ref": 2207 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9054132712456344, + "FN": 432, + "FP": 218, + "IoU": 0.8271736240361606, + "TN": 1748559, + "TP": 3111, + "n_pred": 3329, + "n_ref": 3543 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9209004245774253, + "FN": 4067, + "FP": 5807, + "IoU": 0.8533970780377718, + "TN": 1684968, + "TP": 57478, + "n_pred": 63285, + "n_ref": 61545 + }, + "7": { + "Dice": 0.9011314036296807, + "FN": 2474, + "FP": 4412, + "IoU": 0.8200538322836909, + "TN": 1714053, + "TP": 31381, + "n_pred": 35793, + "n_ref": 33855 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0054.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0054.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8725314183123878, + "FN": 26, + "FP": 187, + "IoU": 0.7738853503184714, + "TN": 3678930, + "TP": 729, + "n_pred": 916, + "n_ref": 755 + }, + "10": { + "Dice": 0.1851106639839034, + "FN": 5771, + "FP": 709, + "IoU": 0.10199556541019955, + "TN": 3672656, + "TP": 736, + "n_pred": 1445, + "n_ref": 6507 + }, + "11": { + "Dice": 0.038834951456310676, + "FN": 394, + "FP": 2, + "IoU": 0.019801980198019802, + "TN": 3679468, + "TP": 8, + "n_pred": 10, + "n_ref": 402 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3679872, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.3254534513882919, + "FN": 6357, + "FP": 1490, + "IoU": 0.19435318275154004, + "TN": 3670132, + "TP": 1893, + "n_pred": 3383, + "n_ref": 8250 + }, + "14": { + "Dice": 0.49806474313863475, + "FN": 5108, + "FP": 598, + "IoU": 0.3316153215415251, + "TN": 3671335, + "TP": 2831, + "n_pred": 3429, + "n_ref": 7939 + }, + "15": { + "Dice": 0.4348717948717949, + "FN": 2099, + "FP": 105, + "IoU": 0.2778505897771953, + "TN": 3676820, + "TP": 848, + "n_pred": 953, + "n_ref": 2947 + }, + "2": { + "Dice": 0.6708729687564716, + "FN": 23482, + "FP": 357, + "IoU": 0.5047470655448218, + "TN": 3631737, + "TP": 24296, + "n_pred": 24653, + "n_ref": 47778 + }, + "3": { + "Dice": 0.9306604089842441, + "FN": 3694, + "FP": 1477, + "IoU": 0.8703132445514509, + "TN": 3639999, + "TP": 34702, + "n_pred": 36179, + "n_ref": 38396 + }, + "4": { + "Dice": 0.8037037037037037, + "FN": 665, + "FP": 289, + "IoU": 0.6718266253869969, + "TN": 3676965, + "TP": 1953, + "n_pred": 2242, + "n_ref": 2618 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 1285, + "IoU": 0.0, + "TN": 3678587, + "TP": 0, + "n_pred": 1285, + "n_ref": 0 + }, + "6": { + "Dice": 0.9726368127161599, + "FN": 10602, + "FP": 10641, + "IoU": 0.9467312287951773, + "TN": 3281083, + "TP": 377546, + "n_pred": 388187, + "n_ref": 388148 + }, + "7": { + "Dice": 0.7417705561002942, + "FN": 8375, + "FP": 6373, + "IoU": 0.5895352073476203, + "TN": 3643942, + "TP": 21182, + "n_pred": 27555, + "n_ref": 29557 + }, + "8": { + "Dice": 0.9030126235898495, + "FN": 770, + "FP": 2987, + "IoU": 0.8231750364757378, + "TN": 3658625, + "TP": 17490, + "n_pred": 20477, + "n_ref": 18260 + }, + "9": { + "Dice": 0.8863358345419005, + "FN": 6460, + "FP": 2553, + "IoU": 0.795873533541695, + "TN": 3635718, + "TP": 35141, + "n_pred": 37694, + "n_ref": 41601 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0058.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0058.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 388, + "FP": 0, + "IoU": 0.0, + "TN": 2628092, + "TP": 0, + "n_pred": 0, + "n_ref": 388 + }, + "10": { + "Dice": 0.29860205032618825, + "FN": 1631, + "FP": 2132, + "IoU": 0.17550394390885188, + "TN": 2623916, + "TP": 801, + "n_pred": 2933, + "n_ref": 2432 + }, + "11": { + "Dice": 0.4287253141831239, + "FN": 1546, + "FP": 45, + "IoU": 0.27285191956124316, + "TN": 2626292, + "TP": 597, + "n_pred": 642, + "n_ref": 2143 + }, + "12": { + "Dice": 0.5730413185820727, + "FN": 1564, + "FP": 327, + "IoU": 0.40158227848101263, + "TN": 2625320, + "TP": 1269, + "n_pred": 1596, + "n_ref": 2833 + }, + "13": { + "Dice": 0.015749031561567282, + "FN": 429, + "FP": 15070, + "IoU": 0.00793701593804007, + "TN": 2612857, + "TP": 124, + "n_pred": 15194, + "n_ref": 553 + }, + "14": { + "Dice": 0.8358306516492358, + "FN": 1500, + "FP": 11560, + "IoU": 0.7179631149311104, + "TN": 2582174, + "TP": 33246, + "n_pred": 44806, + "n_ref": 34746 + }, + "15": { + "Dice": 0.8622480146609652, + "FN": 2800, + "FP": 3514, + "IoU": 0.7578523489932886, + "TN": 2602405, + "TP": 19761, + "n_pred": 23275, + "n_ref": 22561 + }, + "2": { + "Dice": 0.050793650793650794, + "FN": 180, + "FP": 119, + "IoU": 0.026058631921824105, + "TN": 2628173, + "TP": 8, + "n_pred": 127, + "n_ref": 188 + }, + "3": { + "Dice": 0.7299270072992701, + "FN": 175, + "FP": 343, + "IoU": 0.5747126436781609, + "TN": 2627262, + "TP": 700, + "n_pred": 1043, + "n_ref": 875 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 4010, + "IoU": 0.0, + "TN": 2624470, + "TP": 0, + "n_pred": 4010, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9646662350185431, + "FN": 6090, + "FP": 11755, + "IoU": 0.9317442042816216, + "TN": 2367037, + "TP": 243598, + "n_pred": 255353, + "n_ref": 249688 + }, + "7": { + "Dice": 0.7202482876712328, + "FN": 8785, + "FP": 12127, + "IoU": 0.5628031443385182, + "TN": 2580648, + "TP": 26920, + "n_pred": 39047, + "n_ref": 35705 + }, + "8": { + "Dice": 0.9160175485719402, + "FN": 5241, + "FP": 387, + "IoU": 0.8450483191542083, + "TN": 2592159, + "TP": 30693, + "n_pred": 31080, + "n_ref": 35934 + }, + "9": { + "Dice": 0.34574632239481534, + "FN": 7322, + "FP": 5398, + "IoU": 0.20900441514831167, + "TN": 2612399, + "TP": 3361, + "n_pred": 8759, + "n_ref": 10683 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0067.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0067.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9855591693770328, + "FN": 1340, + "FP": 1546, + "IoU": 0.9715294767579512, + "TN": 4104200, + "TP": 98482, + "n_pred": 100028, + "n_ref": 99822 + }, + "10": { + "Dice": 0.7531612977055558, + "FN": 692, + "FP": 7936, + "IoU": 0.6040567206644946, + "TN": 4183777, + "TP": 13163, + "n_pred": 21099, + "n_ref": 13855 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 9, + "IoU": 0.0, + "TN": 4205559, + "TP": 0, + "n_pred": 9, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 26, + "IoU": 0.0, + "TN": 4205542, + "TP": 0, + "n_pred": 26, + "n_ref": 0 + }, + "13": { + "Dice": 0.5512396694214876, + "FN": 11201, + "FP": 6175, + "IoU": 0.3804905875641757, + "TN": 4177520, + "TP": 10672, + "n_pred": 16847, + "n_ref": 21873 + }, + "14": { + "Dice": 0.13995954294461757, + "FN": 10861, + "FP": 52063, + "IoU": 0.07524542942801717, + "TN": 4137524, + "TP": 5120, + "n_pred": 57183, + "n_ref": 15981 + }, + "15": { + "Dice": 0.8060429764474054, + "FN": 117, + "FP": 1950, + "IoU": 0.6751021691292046, + "TN": 4199206, + "TP": 4295, + "n_pred": 6245, + "n_ref": 4412 + }, + "2": { + "Dice": 0.9715943535117346, + "FN": 90, + "FP": 566, + "IoU": 0.9447578947368421, + "TN": 4193693, + "TP": 11219, + "n_pred": 11785, + "n_ref": 11309 + }, + "3": { + "Dice": 0.9259259259259259, + "FN": 180, + "FP": 32, + "IoU": 0.8620689655172413, + "TN": 4204031, + "TP": 1325, + "n_pred": 1357, + "n_ref": 1505 + }, + "4": { + "Dice": 0.8435315226133763, + "FN": 3514, + "FP": 1544, + "IoU": 0.729402953135031, + "TN": 4186876, + "TP": 13634, + "n_pred": 15178, + "n_ref": 17148 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4205568, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9902663483887179, + "FN": 1252, + "FP": 4946, + "IoU": 0.98072035809493, + "TN": 3884089, + "TP": 315281, + "n_pred": 320227, + "n_ref": 316533 + }, + "7": { + "Dice": 0.8652172725534646, + "FN": 25281, + "FP": 24067, + "IoU": 0.7624519228454937, + "TN": 3997829, + "TP": 158391, + "n_pred": 182458, + "n_ref": 183672 + }, + "8": { + "Dice": 0.9561814289537062, + "FN": 298, + "FP": 1012, + "IoU": 0.9160417868358649, + "TN": 4189965, + "TP": 14293, + "n_pred": 15305, + "n_ref": 14591 + }, + "9": { + "Dice": 0.8288498419115742, + "FN": 434, + "FP": 6170, + "IoU": 0.7077229475547687, + "TN": 4182973, + "TP": 15991, + "n_pred": 22161, + "n_ref": 16425 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0111.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0111.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8870503065671862, + "FN": 2840, + "FP": 4805, + "IoU": 0.7970264170981017, + "TN": 2766047, + "TP": 30020, + "n_pred": 34825, + "n_ref": 32860 + }, + "11": { + "Dice": 0.05181347150259067, + "FN": 168, + "FP": 15, + "IoU": 0.026595744680851064, + "TN": 2803524, + "TP": 5, + "n_pred": 20, + "n_ref": 173 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.3959607772580065, + "FN": 13479, + "FP": 13379, + "IoU": 0.24685230363702645, + "TN": 2768051, + "TP": 8803, + "n_pred": 22182, + "n_ref": 22282 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9813394153016795, + "FN": 155, + "FP": 205, + "IoU": 0.963362507632811, + "TN": 2793886, + "TP": 9466, + "n_pred": 9671, + "n_ref": 9621 + }, + "3": { + "Dice": 0.9555016965584101, + "FN": 96, + "FP": 363, + "IoU": 0.9147948765546686, + "TN": 2798325, + "TP": 4928, + "n_pred": 5291, + "n_ref": 5024 + }, + "4": { + "Dice": 0.9326486013986014, + "FN": 1977, + "FP": 1105, + "IoU": 0.8737971418041849, + "TN": 2779291, + "TP": 21339, + "n_pred": 22444, + "n_ref": 23316 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9443236586996795, + "FN": 7754, + "FP": 7483, + "IoU": 0.8945200548271423, + "TN": 2659258, + "TP": 129217, + "n_pred": 136700, + "n_ref": 136971 + }, + "7": { + "Dice": 0.8677180656252336, + "FN": 4072, + "FP": 4777, + "IoU": 0.7663445289395859, + "TN": 2765840, + "TP": 29023, + "n_pred": 33800, + "n_ref": 33095 + }, + "8": { + "Dice": 0.9290211791642816, + "FN": 48, + "FP": 696, + "IoU": 0.8674505611972207, + "TN": 2798099, + "TP": 4869, + "n_pred": 5565, + "n_ref": 4917 + }, + "9": { + "Dice": 0.8647266313932981, + "FN": 1174, + "FP": 1894, + "IoU": 0.7616902283672519, + "TN": 2790838, + "TP": 9806, + "n_pred": 11700, + "n_ref": 10980 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0116.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0116.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9765642402429159, + "FN": 1595, + "FP": 404, + "IoU": 0.9542017961876833, + "TN": 2584832, + "TP": 41649, + "n_pred": 42053, + "n_ref": 43244 + }, + "10": { + "Dice": 0.785956138980049, + "FN": 6721, + "FP": 1497, + "IoU": 0.6473869389856689, + "TN": 2605174, + "TP": 15088, + "n_pred": 16585, + "n_ref": 21809 + }, + "11": { + "Dice": 0.0, + "FN": 68, + "FP": 0, + "IoU": 0.0, + "TN": 2628412, + "TP": 0, + "n_pred": 0, + "n_ref": 68 + }, + "12": { + "Dice": 0.7673981191222571, + "FN": 728, + "FP": 1127, + "IoU": 0.6225839267548321, + "TN": 2623565, + "TP": 3060, + "n_pred": 4187, + "n_ref": 3788 + }, + "13": { + "Dice": 0.7439714097359564, + "FN": 3972, + "FP": 3407, + "IoU": 0.5923204419889503, + "TN": 2610380, + "TP": 10721, + "n_pred": 14128, + "n_ref": 14693 + }, + "14": { + "Dice": 0.9700306045849133, + "FN": 373, + "FP": 1184, + "IoU": 0.9418052700429826, + "TN": 2601725, + "TP": 25198, + "n_pred": 26382, + "n_ref": 25571 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 1455, + "IoU": 0.0, + "TN": 2627025, + "TP": 0, + "n_pred": 1455, + "n_ref": 0 + }, + "2": { + "Dice": 0.5616649419340002, + "FN": 1411, + "FP": 17650, + "IoU": 0.39049659450644325, + "TN": 2597207, + "TP": 12212, + "n_pred": 29862, + "n_ref": 13623 + }, + "3": { + "Dice": 0.9164377492246345, + "FN": 44, + "FP": 899, + "IoU": 0.8457638207392869, + "TN": 2622366, + "TP": 5171, + "n_pred": 6070, + "n_ref": 5215 + }, + "4": { + "Dice": 0.9352154861611848, + "FN": 579, + "FP": 1757, + "IoU": 0.8783143199458249, + "TN": 2609283, + "TP": 16861, + "n_pred": 18618, + "n_ref": 17440 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 99, + "IoU": 0.0, + "TN": 2628381, + "TP": 0, + "n_pred": 99, + "n_ref": 0 + }, + "6": { + "Dice": 0.9457317393467292, + "FN": 10073, + "FP": 7490, + "IoU": 0.897050375737113, + "TN": 2457882, + "TP": 153035, + "n_pred": 160525, + "n_ref": 163108 + }, + "7": { + "Dice": 0.9446133133756737, + "FN": 6452, + "FP": 6795, + "IoU": 0.895040012677284, + "TN": 2502270, + "TP": 112963, + "n_pred": 119758, + "n_ref": 119415 + }, + "8": { + "Dice": 0.9588524969428562, + "FN": 290, + "FP": 955, + "IoU": 0.9209573995301885, + "TN": 2612729, + "TP": 14506, + "n_pred": 15461, + "n_ref": 14796 + }, + "9": { + "Dice": 0.8102660355802187, + "FN": 2659, + "FP": 1991, + "IoU": 0.6810480828589066, + "TN": 2613901, + "TP": 9929, + "n_pred": 11920, + "n_ref": 12588 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0118.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0118.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6783518958067069, + "FN": 5224, + "FP": 61, + "IoU": 0.5132621108859827, + "TN": 4720406, + "TP": 5573, + "n_pred": 5634, + "n_ref": 10797 + }, + "10": { + "Dice": 0.8088426527958388, + "FN": 1, + "FP": 146, + "IoU": 0.6790393013100436, + "TN": 4730806, + "TP": 311, + "n_pred": 457, + "n_ref": 312 + }, + "11": { + "Dice": 0.5042658284687921, + "FN": 1301, + "FP": 907, + "IoU": 0.33713599519663767, + "TN": 4727933, + "TP": 1123, + "n_pred": 2030, + "n_ref": 2424 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 67, + "IoU": 0.0, + "TN": 4731197, + "TP": 0, + "n_pred": 67, + "n_ref": 0 + }, + "13": { + "Dice": 0.8096862210095498, + "FN": 268, + "FP": 290, + "IoU": 0.6802292263610316, + "TN": 4729519, + "TP": 1187, + "n_pred": 1477, + "n_ref": 1455 + }, + "14": { + "Dice": 0.7013610888710968, + "FN": 103, + "FP": 270, + "IoU": 0.5400739827373613, + "TN": 4730453, + "TP": 438, + "n_pred": 708, + "n_ref": 541 + }, + "15": { + "Dice": 0.41390061708346865, + "FN": 277, + "FP": 8746, + "IoU": 0.26095503317225, + "TN": 4719055, + "TP": 3186, + "n_pred": 11932, + "n_ref": 3463 + }, + "2": { + "Dice": 0.9761284040581714, + "FN": 938, + "FP": 582, + "IoU": 0.9533699420192042, + "TN": 4698667, + "TP": 31077, + "n_pred": 31659, + "n_ref": 32015 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4731264, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8960197675971684, + "FN": 499, + "FP": 2615, + "IoU": 0.8116266408565725, + "TN": 4714733, + "TP": 13417, + "n_pred": 16032, + "n_ref": 13916 + }, + "5": { + "Dice": 0.8448180160177623, + "FN": 1053, + "FP": 904, + "IoU": 0.7313289401427787, + "TN": 4723980, + "TP": 5327, + "n_pred": 6231, + "n_ref": 6380 + }, + "6": { + "Dice": 0.9341469163933817, + "FN": 25018, + "FP": 6830, + "IoU": 0.8764312181116263, + "TN": 4473529, + "TP": 225887, + "n_pred": 232717, + "n_ref": 250905 + }, + "7": { + "Dice": 0.360810642794977, + "FN": 382, + "FP": 15041, + "IoU": 0.22011529126213591, + "TN": 4711488, + "TP": 4353, + "n_pred": 19394, + "n_ref": 4735 + }, + "8": { + "Dice": 0.960025167785235, + "FN": 1652, + "FP": 254, + "IoU": 0.9231234622675756, + "TN": 4706471, + "TP": 22887, + "n_pred": 23141, + "n_ref": 24539 + }, + "9": { + "Dice": 0.8644622503103487, + "FN": 864, + "FP": 337, + "IoU": 0.761280063605645, + "TN": 4726233, + "TP": 3830, + "n_pred": 4167, + "n_ref": 4694 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0124.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0124.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9783699666893737, + "FN": 1570, + "FP": 1891, + "IoU": 0.9576558389918639, + "TN": 3072441, + "TP": 78274, + "n_pred": 80165, + "n_ref": 79844 + }, + "10": { + "Dice": 0.7921749372663491, + "FN": 13665, + "FP": 6626, + "IoU": 0.6558689347556943, + "TN": 3095213, + "TP": 38672, + "n_pred": 45298, + "n_ref": 52337 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.486050836949783, + "FN": 1453, + "FP": 205, + "IoU": 0.32104832104832104, + "TN": 3151734, + "TP": 784, + "n_pred": 989, + "n_ref": 2237 + }, + "13": { + "Dice": 0.654134234101924, + "FN": 7835, + "FP": 1585, + "IoU": 0.48603230030554345, + "TN": 3135848, + "TP": 8908, + "n_pred": 10493, + "n_ref": 16743 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 29, + "IoU": 0.0, + "TN": 3154147, + "TP": 0, + "n_pred": 29, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9633600841994474, + "FN": 1754, + "FP": 1588, + "IoU": 0.9293102354210293, + "TN": 3106899, + "TP": 43935, + "n_pred": 45523, + "n_ref": 45689 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 22948, + "IoU": 0.0, + "TN": 3131228, + "TP": 0, + "n_pred": 22948, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.909070066839497, + "FN": 8333, + "FP": 1979, + "IoU": 0.8332983074411161, + "TN": 3092317, + "TP": 51547, + "n_pred": 53526, + "n_ref": 59880 + }, + "7": { + "Dice": 0.9024755801333402, + "FN": 1859, + "FP": 13237, + "IoU": 0.8222829158033528, + "TN": 3069232, + "TP": 69848, + "n_pred": 83085, + "n_ref": 71707 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 22, + "IoU": 0.0, + "TN": 3154154, + "TP": 0, + "n_pred": 22, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0142.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0142.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4141449160517062, + "FN": 595, + "FP": 34892, + "IoU": 0.26114928169893814, + "TN": 2580450, + "TP": 12543, + "n_pred": 47435, + "n_ref": 13138 + }, + "10": { + "Dice": 0.0, + "FN": 348, + "FP": 0, + "IoU": 0.0, + "TN": 2628132, + "TP": 0, + "n_pred": 0, + "n_ref": 348 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7572641931157801, + "FN": 404, + "FP": 139, + "IoU": 0.6093525179856115, + "TN": 2627090, + "TP": 847, + "n_pred": 986, + "n_ref": 1251 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 294, + "IoU": 0.0, + "TN": 2628186, + "TP": 0, + "n_pred": 294, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 19, + "IoU": 0.0, + "TN": 2628461, + "TP": 0, + "n_pred": 19, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9693431785672865, + "FN": 537, + "FP": 5014, + "IoU": 0.940510127531883, + "TN": 2535170, + "TP": 87759, + "n_pred": 92773, + "n_ref": 88296 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6858877086494689, + "FN": 205, + "FP": 2, + "IoU": 0.5219399538106235, + "TN": 2628047, + "TP": 226, + "n_pred": 228, + "n_ref": 431 + }, + "6": { + "Dice": 0.3013173825830818, + "FN": 36469, + "FP": 2194, + "IoU": 0.17738297872340425, + "TN": 2581480, + "TP": 8337, + "n_pred": 10531, + "n_ref": 44806 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 277, + "IoU": 0.0, + "TN": 2628203, + "TP": 0, + "n_pred": 277, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 2408, + "IoU": 0.0, + "TN": 2626072, + "TP": 0, + "n_pred": 2408, + "n_ref": 0 + }, + "9": { + "Dice": 0.9310926197857182, + "FN": 763, + "FP": 504, + "IoU": 0.8710695023913707, + "TN": 2618653, + "TP": 8560, + "n_pred": 9064, + "n_ref": 9323 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0153.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0153.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8985879332477535, + "FN": 205, + "FP": 506, + "IoU": 0.8158508158508159, + "TN": 1397995, + "TP": 3150, + "n_pred": 3656, + "n_ref": 3355 + }, + "10": { + "Dice": 0.20820600170332149, + "FN": 15521, + "FP": 284, + "IoU": 0.11619974277246548, + "TN": 1383973, + "TP": 2078, + "n_pred": 2362, + "n_ref": 17599 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.37980854985433143, + "FN": 7534, + "FP": 2897, + "IoU": 0.23442201834862386, + "TN": 1388231, + "TP": 3194, + "n_pred": 6091, + "n_ref": 10728 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8516949152542372, + "FN": 106, + "FP": 34, + "IoU": 0.7416974169741697, + "TN": 1401314, + "TP": 402, + "n_pred": 436, + "n_ref": 508 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2949, + "IoU": 0.0, + "TN": 1398907, + "TP": 0, + "n_pred": 2949, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.886562867983776, + "FN": 564, + "FP": 7239, + "IoU": 0.7962397179788484, + "TN": 1363561, + "TP": 30492, + "n_pred": 37731, + "n_ref": 31056 + }, + "7": { + "Dice": 0.8576377533098344, + "FN": 10521, + "FP": 12985, + "IoU": 0.7507581380553494, + "TN": 1307546, + "TP": 70804, + "n_pred": 83789, + "n_ref": 81325 + }, + "8": { + "Dice": 0.7891682785299806, + "FN": 72, + "FP": 37, + "IoU": 0.6517571884984026, + "TN": 1401543, + "TP": 204, + "n_pred": 241, + "n_ref": 276 + }, + "9": { + "Dice": 0.7297238530115242, + "FN": 2057, + "FP": 4158, + "IoU": 0.5744608010955152, + "TN": 1387251, + "TP": 8390, + "n_pred": 12548, + "n_ref": 10447 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0156.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0156.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8238722531148711, + "FN": 4388, + "FP": 1535, + "IoU": 0.7004955501618123, + "TN": 3134400, + "TP": 13853, + "n_pred": 15388, + "n_ref": 18241 + }, + "10": { + "Dice": 0.795599739243807, + "FN": 8200, + "FP": 4342, + "IoU": 0.6605775215826365, + "TN": 3117225, + "TP": 24409, + "n_pred": 28751, + "n_ref": 32609 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 123, + "FP": 0, + "IoU": 0.0, + "TN": 3154053, + "TP": 0, + "n_pred": 0, + "n_ref": 123 + }, + "13": { + "Dice": 0.3538901025037809, + "FN": 2096, + "FP": 9439, + "IoU": 0.21498570845242956, + "TN": 3139482, + "TP": 3159, + "n_pred": 12598, + "n_ref": 5255 + }, + "14": { + "Dice": 0.8558602563207964, + "FN": 4919, + "FP": 1278, + "IoU": 0.7480382191502338, + "TN": 3129581, + "TP": 18398, + "n_pred": 19676, + "n_ref": 23317 + }, + "15": { + "Dice": 0.7990099758162031, + "FN": 9921, + "FP": 717, + "IoU": 0.6652927665733254, + "TN": 3122393, + "TP": 21145, + "n_pred": 21862, + "n_ref": 31066 + }, + "2": { + "Dice": 0.9043371270378345, + "FN": 110, + "FP": 201, + "IoU": 0.8253790005614823, + "TN": 3152395, + "TP": 1470, + "n_pred": 1671, + "n_ref": 1580 + }, + "3": { + "Dice": 0.9194477461826827, + "FN": 1155, + "FP": 607, + "IoU": 0.850905398544593, + "TN": 3142358, + "TP": 10056, + "n_pred": 10663, + "n_ref": 11211 + }, + "4": { + "Dice": 0.48096632503660325, + "FN": 248, + "FP": 6842, + "IoU": 0.31662650602409637, + "TN": 3143801, + "TP": 3285, + "n_pred": 10127, + "n_ref": 3533 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9703389164111033, + "FN": 6676, + "FP": 4640, + "IoU": 0.9423867055642956, + "TN": 2957763, + "TP": 185097, + "n_pred": 189737, + "n_ref": 191773 + }, + "7": { + "Dice": 0.5406968830815299, + "FN": 340, + "FP": 13158, + "IoU": 0.37051718509536913, + "TN": 3132733, + "TP": 7945, + "n_pred": 21103, + "n_ref": 8285 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0497335701598579, + "FN": 27, + "FP": 2648, + "IoU": 0.025500910746812388, + "TN": 3151431, + "TP": 70, + "n_pred": 2718, + "n_ref": 97 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0160.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0160.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5270462072228355, + "FN": 2968, + "FP": 31, + "IoU": 0.3578158458244111, + "TN": 5777986, + "TP": 1671, + "n_pred": 1702, + "n_ref": 4639 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 633, + "IoU": 0.0, + "TN": 5782023, + "TP": 0, + "n_pred": 633, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 5782656, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8617886178861789, + "FN": 20, + "FP": 31, + "IoU": 0.7571428571428571, + "TN": 5782446, + "TP": 159, + "n_pred": 190, + "n_ref": 179 + }, + "13": { + "Dice": 0.7717773146769872, + "FN": 2691, + "FP": 1142, + "IoU": 0.6283692069032383, + "TN": 5772342, + "TP": 6481, + "n_pred": 7623, + "n_ref": 9172 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 113603, + "IoU": 0.0, + "TN": 5669053, + "TP": 0, + "n_pred": 113603, + "n_ref": 0 + }, + "15": { + "Dice": 0.0018156142828323583, + "FN": 864, + "FP": 9032, + "IoU": 0.0009086320040383645, + "TN": 5772751, + "TP": 9, + "n_pred": 9041, + "n_ref": 873 + }, + "2": { + "Dice": 0.9559193954659949, + "FN": 15, + "FP": 55, + "IoU": 0.9155609167671894, + "TN": 5781827, + "TP": 759, + "n_pred": 814, + "n_ref": 774 + }, + "3": { + "Dice": 0.9478802821724539, + "FN": 2, + "FP": 759, + "IoU": 0.9009243588074469, + "TN": 5774975, + "TP": 6920, + "n_pred": 7679, + "n_ref": 6922 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 5782656, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.548531077210046, + "FN": 3034, + "FP": 3743, + "IoU": 0.37791444832017623, + "TN": 5771762, + "TP": 4117, + "n_pred": 7860, + "n_ref": 7151 + }, + "6": { + "Dice": 0.9058235939555912, + "FN": 4155, + "FP": 16530, + "IoU": 0.8278588250959114, + "TN": 5662493, + "TP": 99478, + "n_pred": 116008, + "n_ref": 103633 + }, + "7": { + "Dice": 0.6614238410596026, + "FN": 2593, + "FP": 60393, + "IoU": 0.4941249226963513, + "TN": 5658147, + "TP": 61523, + "n_pred": 121916, + "n_ref": 64116 + }, + "8": { + "Dice": 0.938550263498061, + "FN": 417, + "FP": 3291, + "IoU": 0.8842154566744731, + "TN": 5750631, + "TP": 28317, + "n_pred": 31608, + "n_ref": 28734 + }, + "9": { + "Dice": 0.7796004206098843, + "FN": 859, + "FP": 1237, + "IoU": 0.6388075133551612, + "TN": 5776853, + "TP": 3707, + "n_pred": 4944, + "n_ref": 4566 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0171.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0171.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9714689709347997, + "FN": 2684, + "FP": 948, + "IoU": 0.9445208199676168, + "TN": 4665798, + "TP": 61834, + "n_pred": 62782, + "n_ref": 64518 + }, + "10": { + "Dice": 0.8306306306306306, + "FN": 163, + "FP": 25, + "IoU": 0.7103235747303543, + "TN": 4730615, + "TP": 461, + "n_pred": 486, + "n_ref": 624 + }, + "11": { + "Dice": 0.5983701979045402, + "FN": 2062, + "FP": 353, + "IoU": 0.4269102990033223, + "TN": 4727050, + "TP": 1799, + "n_pred": 2152, + "n_ref": 3861 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 31, + "IoU": 0.0, + "TN": 4731233, + "TP": 0, + "n_pred": 31, + "n_ref": 0 + }, + "13": { + "Dice": 0.3567504577992342, + "FN": 7446, + "FP": 282, + "IoU": 0.217100597710465, + "TN": 4721393, + "TP": 2143, + "n_pred": 2425, + "n_ref": 9589 + }, + "14": { + "Dice": 0.5924119241192412, + "FN": 720, + "FP": 784, + "IoU": 0.4208702348864074, + "TN": 4728667, + "TP": 1093, + "n_pred": 1877, + "n_ref": 1813 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 1514, + "IoU": 0.0, + "TN": 4729750, + "TP": 0, + "n_pred": 1514, + "n_ref": 0 + }, + "2": { + "Dice": 0.9551803444213833, + "FN": 677, + "FP": 1720, + "IoU": 0.9142059486738967, + "TN": 4703325, + "TP": 25542, + "n_pred": 27262, + "n_ref": 26219 + }, + "3": { + "Dice": 0.759825327510917, + "FN": 11, + "FP": 44, + "IoU": 0.6126760563380281, + "TN": 4731122, + "TP": 87, + "n_pred": 131, + "n_ref": 98 + }, + "4": { + "Dice": 0.935820365425343, + "FN": 8399, + "FP": 1359, + "IoU": 0.8793819530284301, + "TN": 4650364, + "TP": 71142, + "n_pred": 72501, + "n_ref": 79541 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4731264, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.964419453393407, + "FN": 6453, + "FP": 8512, + "IoU": 0.9312838644503627, + "TN": 4513484, + "TP": 202815, + "n_pred": 211327, + "n_ref": 209268 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 39536, + "IoU": 0.0, + "TN": 4691728, + "TP": 0, + "n_pred": 39536, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4731264, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9148495031100308, + "FN": 736, + "FP": 455, + "IoU": 0.8430623270523125, + "TN": 4723675, + "TP": 6398, + "n_pred": 6853, + "n_ref": 7134 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0175.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0175.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9777205796326319, + "FN": 1899, + "FP": 2100, + "IoU": 0.9564122686547643, + "TN": 2186270, + "TP": 87747, + "n_pred": 89847, + "n_ref": 89646 + }, + "10": { + "Dice": 0.7746214214656792, + "FN": 1741, + "FP": 2337, + "IoU": 0.6321486559624752, + "TN": 2266930, + "TP": 7008, + "n_pred": 9345, + "n_ref": 8749 + }, + "11": { + "Dice": 0.7778116427918318, + "FN": 109, + "FP": 620, + "IoU": 0.6364089775561097, + "TN": 2276011, + "TP": 1276, + "n_pred": 1896, + "n_ref": 1385 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 10, + "IoU": 0.0, + "TN": 2278006, + "TP": 0, + "n_pred": 10, + "n_ref": 0 + }, + "13": { + "Dice": 0.6479155610590247, + "FN": 2063, + "FP": 3908, + "IoU": 0.4791975577845617, + "TN": 2266551, + "TP": 5494, + "n_pred": 9402, + "n_ref": 7557 + }, + "14": { + "Dice": 0.9638153168255185, + "FN": 1061, + "FP": 1961, + "IoU": 0.9301578497307541, + "TN": 2234747, + "TP": 40247, + "n_pred": 42208, + "n_ref": 41308 + }, + "15": { + "Dice": 0.3363141767244075, + "FN": 235, + "FP": 10378, + "IoU": 0.20215005262366562, + "TN": 2264714, + "TP": 2689, + "n_pred": 13067, + "n_ref": 2924 + }, + "2": { + "Dice": 0.6322350845948352, + "FN": 37, + "FP": 376, + "IoU": 0.4622395833333333, + "TN": 2277248, + "TP": 355, + "n_pred": 731, + "n_ref": 392 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 135, + "IoU": 0.0, + "TN": 2277881, + "TP": 0, + "n_pred": 135, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.4805560773999624, + "FN": 2366, + "FP": 399, + "IoU": 0.31627101879327396, + "TN": 2273972, + "TP": 1279, + "n_pred": 1678, + "n_ref": 3645 + }, + "6": { + "Dice": 0.9724203197350187, + "FN": 7419, + "FP": 5637, + "IoU": 0.9463210867348617, + "TN": 2034792, + "TP": 230168, + "n_pred": 235805, + "n_ref": 237587 + }, + "7": { + "Dice": 0.9421954478329153, + "FN": 1875, + "FP": 3057, + "IoU": 0.8907084450550669, + "TN": 2232889, + "TP": 40195, + "n_pred": 43252, + "n_ref": 42070 + }, + "8": { + "Dice": 0.9458762337191703, + "FN": 4242, + "FP": 836, + "IoU": 0.8973104145601618, + "TN": 2228566, + "TP": 44372, + "n_pred": 45208, + "n_ref": 48614 + }, + "9": { + "Dice": 0.821671826625387, + "FN": 5928, + "FP": 2712, + "IoU": 0.697320021019443, + "TN": 2249471, + "TP": 19905, + "n_pred": 22617, + "n_ref": 25833 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0180.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0180.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8130434782608695, + "FN": 115, + "FP": 143, + "IoU": 0.684981684981685, + "TN": 2802893, + "TP": 561, + "n_pred": 704, + "n_ref": 676 + }, + "10": { + "Dice": 0.848998863338288, + "FN": 1007, + "FP": 720, + "IoU": 0.7376177453661501, + "TN": 2797130, + "TP": 4855, + "n_pred": 5575, + "n_ref": 5862 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6713517982637454, + "FN": 235, + "FP": 560, + "IoU": 0.5052893590541382, + "TN": 2802105, + "TP": 812, + "n_pred": 1372, + "n_ref": 1047 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 81, + "IoU": 0.0, + "TN": 2803631, + "TP": 0, + "n_pred": 81, + "n_ref": 0 + }, + "14": { + "Dice": 0.9099330287287977, + "FN": 435, + "FP": 2443, + "IoU": 0.8347496554892053, + "TN": 2786296, + "TP": 14538, + "n_pred": 16981, + "n_ref": 14973 + }, + "15": { + "Dice": 0.7681660899653979, + "FN": 244, + "FP": 24, + "IoU": 0.6235955056179775, + "TN": 2803000, + "TP": 444, + "n_pred": 468, + "n_ref": 688 + }, + "2": { + "Dice": 0.9459337273747133, + "FN": 7386, + "FP": 2301, + "IoU": 0.8974139026559919, + "TN": 2709284, + "TP": 84741, + "n_pred": 87042, + "n_ref": 92127 + }, + "3": { + "Dice": 0.9447538939286501, + "FN": 2565, + "FP": 8732, + "IoU": 0.8952924711050968, + "TN": 2695821, + "TP": 96594, + "n_pred": 105326, + "n_ref": 99159 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 204, + "IoU": 0.0, + "TN": 2803508, + "TP": 0, + "n_pred": 204, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.94490961734095, + "FN": 678, + "FP": 3546, + "IoU": 0.8955722020321887, + "TN": 2763263, + "TP": 36225, + "n_pred": 39771, + "n_ref": 36903 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.839519264757865, + "FN": 1429, + "FP": 8559, + "IoU": 0.7234236978373438, + "TN": 2767599, + "TP": 26125, + "n_pred": 34684, + "n_ref": 27554 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0188.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0188.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.2507890961262554, + "FN": 825, + "FP": 1786, + "IoU": 0.1433727034120735, + "TN": 4728216, + "TP": 437, + "n_pred": 2223, + "n_ref": 1262 + }, + "10": { + "Dice": 0.9174950298210736, + "FN": 84, + "FP": 248, + "IoU": 0.8475665748393021, + "TN": 4729086, + "TP": 1846, + "n_pred": 2094, + "n_ref": 1930 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4731264, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4731264, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.710839445802771, + "FN": 2902, + "FP": 4194, + "IoU": 0.5513971424958908, + "TN": 4715446, + "TP": 8722, + "n_pred": 12916, + "n_ref": 11624 + }, + "14": { + "Dice": 0.8868994917199541, + "FN": 7642, + "FP": 2705, + "IoU": 0.7967829366014613, + "TN": 4680348, + "TP": 40569, + "n_pred": 43274, + "n_ref": 48211 + }, + "15": { + "Dice": 0.6804165815805595, + "FN": 1340, + "FP": 225, + "IoU": 0.5156298359640978, + "TN": 4728033, + "TP": 1666, + "n_pred": 1891, + "n_ref": 3006 + }, + "2": { + "Dice": 0.8915337974399281, + "FN": 6946, + "FP": 1265, + "IoU": 0.8042949756888168, + "TN": 4689308, + "TP": 33745, + "n_pred": 35010, + "n_ref": 40691 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 6767, + "IoU": 0.0, + "TN": 4724497, + "TP": 0, + "n_pred": 6767, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4731264, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.38628379410416985, + "FN": 7992, + "FP": 44, + "IoU": 0.23937529578797917, + "TN": 4720699, + "TP": 2529, + "n_pred": 2573, + "n_ref": 10521 + }, + "6": { + "Dice": 0.8918364255738737, + "FN": 10781, + "FP": 25638, + "IoU": 0.8047877101859445, + "TN": 4544703, + "TP": 150142, + "n_pred": 175780, + "n_ref": 160923 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 77835, + "IoU": 0.0, + "TN": 4653429, + "TP": 0, + "n_pred": 77835, + "n_ref": 0 + }, + "8": { + "Dice": 0.9065785350009972, + "FN": 1750, + "FP": 1529, + "IoU": 0.8291208504872584, + "TN": 4712075, + "TP": 15910, + "n_pred": 17439, + "n_ref": 17660 + }, + "9": { + "Dice": 0.7975618015577379, + "FN": 5144, + "FP": 834, + "IoU": 0.6632871465585221, + "TN": 4713510, + "TP": 11776, + "n_pred": 12610, + "n_ref": 16920 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0190.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0190.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 13580, + "IoU": 0.0, + "TN": 2790132, + "TP": 0, + "n_pred": 13580, + "n_ref": 0 + }, + "10": { + "Dice": 0.9034609575096867, + "FN": 2155, + "FP": 785, + "IoU": 0.8239204647541475, + "TN": 2787015, + "TP": 13757, + "n_pred": 14542, + "n_ref": 15912 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7733428367783322, + "FN": 360, + "FP": 276, + "IoU": 0.6304474142940151, + "TN": 2801991, + "TP": 1085, + "n_pred": 1361, + "n_ref": 1445 + }, + "13": { + "Dice": 0.8060518434369514, + "FN": 3345, + "FP": 411, + "IoU": 0.6751146094628492, + "TN": 2792151, + "TP": 7805, + "n_pred": 8216, + "n_ref": 11150 + }, + "14": { + "Dice": 0.8801136547092442, + "FN": 253, + "FP": 3460, + "IoU": 0.7858955137815707, + "TN": 2786370, + "TP": 13629, + "n_pred": 17089, + "n_ref": 13882 + }, + "15": { + "Dice": 0.7066188887515961, + "FN": 3060, + "FP": 18309, + "IoU": 0.5463346283676199, + "TN": 2756609, + "TP": 25734, + "n_pred": 44043, + "n_ref": 28794 + }, + "2": { + "Dice": 0.9683837671052814, + "FN": 2993, + "FP": 1577, + "IoU": 0.938705437377612, + "TN": 2729154, + "TP": 69988, + "n_pred": 71565, + "n_ref": 72981 + }, + "3": { + "Dice": 0.9422206187426716, + "FN": 581, + "FP": 2622, + "IoU": 0.8907534363382107, + "TN": 2774393, + "TP": 26116, + "n_pred": 28738, + "n_ref": 26697 + }, + "4": { + "Dice": 0.0, + "FN": 6409, + "FP": 3116, + "IoU": 0.0, + "TN": 2794187, + "TP": 0, + "n_pred": 3116, + "n_ref": 6409 + }, + "5": { + "Dice": 0.30561613958560524, + "FN": 4597, + "FP": 497, + "IoU": 0.18037007240547062, + "TN": 2797497, + "TP": 1121, + "n_pred": 1618, + "n_ref": 5718 + }, + "6": { + "Dice": 0.7815660398302895, + "FN": 220218, + "FP": 2141, + "IoU": 0.6414512935288085, + "TN": 2183548, + "TP": 397805, + "n_pred": 399946, + "n_ref": 618023 + }, + "7": { + "Dice": 0.002247214608995159, + "FN": 42, + "FP": 189988, + "IoU": 0.00112487121801476, + "TN": 2613468, + "TP": 214, + "n_pred": 190202, + "n_ref": 256 + }, + "8": { + "Dice": 0.8246986919517907, + "FN": 4939, + "FP": 10406, + "IoU": 0.7016912908242613, + "TN": 2752272, + "TP": 36095, + "n_pred": 46501, + "n_ref": 41034 + }, + "9": { + "Dice": 0.7771381008531595, + "FN": 7811, + "FP": 1828, + "IoU": 0.6355076574021554, + "TN": 2777267, + "TP": 16806, + "n_pred": 18634, + "n_ref": 24617 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0197.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0197.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9692766274551552, + "FN": 4948, + "FP": 824, + "IoU": 0.9403848338686855, + "TN": 2005963, + "TP": 91049, + "n_pred": 91873, + "n_ref": 95997 + }, + "10": { + "Dice": 0.3305423798721386, + "FN": 6631, + "FP": 9600, + "IoU": 0.1979938729123431, + "TN": 2082546, + "TP": 4007, + "n_pred": 13607, + "n_ref": 10638 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 131, + "IoU": 0.0, + "TN": 2102653, + "TP": 0, + "n_pred": 131, + "n_ref": 0 + }, + "12": { + "Dice": 0.6251468860164512, + "FN": 570, + "FP": 68, + "IoU": 0.4547008547008547, + "TN": 2101614, + "TP": 532, + "n_pred": 600, + "n_ref": 1102 + }, + "13": { + "Dice": 0.598407889265134, + "FN": 16230, + "FP": 10810, + "IoU": 0.42694867121603863, + "TN": 2055598, + "TP": 20146, + "n_pred": 30956, + "n_ref": 36376 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 2898, + "IoU": 0.0, + "TN": 2099886, + "TP": 0, + "n_pred": 2898, + "n_ref": 0 + }, + "15": { + "Dice": 0.9080549349682202, + "FN": 3406, + "FP": 1903, + "IoU": 0.831593973037272, + "TN": 2071259, + "TP": 26216, + "n_pred": 28119, + "n_ref": 29622 + }, + "2": { + "Dice": 0.8515110912609796, + "FN": 995, + "FP": 8979, + "IoU": 0.7414186456496941, + "TN": 2064212, + "TP": 28598, + "n_pred": 37577, + "n_ref": 29593 + }, + "3": { + "Dice": 0.32160804020100503, + "FN": 28, + "FP": 107, + "IoU": 0.19161676646706588, + "TN": 2102617, + "TP": 32, + "n_pred": 139, + "n_ref": 60 + }, + "4": { + "Dice": 0.2347257743677181, + "FN": 1777, + "FP": 3609, + "IoU": 0.13296844816484224, + "TN": 2096572, + "TP": 826, + "n_pred": 4435, + "n_ref": 2603 + }, + "5": { + "Dice": 0.5587699777463079, + "FN": 209, + "FP": 1972, + "IoU": 0.3877035373385738, + "TN": 2099222, + "TP": 1381, + "n_pred": 3353, + "n_ref": 1590 + }, + "6": { + "Dice": 0.9033484375500557, + "FN": 5635, + "FP": 21518, + "IoU": 0.8237333246778539, + "TN": 1948739, + "TP": 126892, + "n_pred": 148410, + "n_ref": 132527 + }, + "7": { + "Dice": 0.816435479907972, + "FN": 111370, + "FP": 3682, + "IoU": 0.6898107082869384, + "TN": 1731875, + "TP": 255857, + "n_pred": 259539, + "n_ref": 367227 + }, + "8": { + "Dice": 0.9120018124492608, + "FN": 636, + "FP": 4025, + "IoU": 0.8382383563545499, + "TN": 2073970, + "TP": 24153, + "n_pred": 28178, + "n_ref": 24789 + }, + "9": { + "Dice": 0.8773813647384828, + "FN": 587, + "FP": 829, + "IoU": 0.7815489046590558, + "TN": 2096302, + "TP": 5066, + "n_pred": 5895, + "n_ref": 5653 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0212.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0212.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9613809062197067, + "FN": 1682, + "FP": 788, + "IoU": 0.9256337688926356, + "TN": 2244802, + "TP": 30744, + "n_pred": 31532, + "n_ref": 32426 + }, + "10": { + "Dice": 0.931720725673447, + "FN": 2438, + "FP": 1909, + "IoU": 0.8721696171263894, + "TN": 2244010, + "TP": 29659, + "n_pred": 31568, + "n_ref": 32097 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7404707894834703, + "FN": 581, + "FP": 6398, + "IoU": 0.5878948922350162, + "TN": 2261081, + "TP": 9956, + "n_pred": 16354, + "n_ref": 10537 + }, + "14": { + "Dice": 0.4293785310734463, + "FN": 19, + "FP": 82, + "IoU": 0.2733812949640288, + "TN": 2277877, + "TP": 38, + "n_pred": 120, + "n_ref": 57 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.878387958771882, + "FN": 3636, + "FP": 824, + "IoU": 0.7831477609763213, + "TN": 2257449, + "TP": 16107, + "n_pred": 16931, + "n_ref": 19743 + }, + "5": { + "Dice": 0.6703835561227917, + "FN": 4504, + "FP": 403, + "IoU": 0.5041931898555118, + "TN": 2268119, + "TP": 4990, + "n_pred": 5393, + "n_ref": 9494 + }, + "6": { + "Dice": 0.9756974811964317, + "FN": 2712, + "FP": 1734, + "IoU": 0.9525481615881317, + "TN": 2184321, + "TP": 89249, + "n_pred": 90983, + "n_ref": 91961 + }, + "7": { + "Dice": 0.9119961841163845, + "FN": 483, + "FP": 624, + "IoU": 0.8382288469969311, + "TN": 2271173, + "TP": 5736, + "n_pred": 6360, + "n_ref": 6219 + }, + "8": { + "Dice": 0.9481913233242635, + "FN": 2410, + "FP": 1341, + "IoU": 0.9014865006828449, + "TN": 2239940, + "TP": 34325, + "n_pred": 35666, + "n_ref": 36735 + }, + "9": { + "Dice": 0.823247453565009, + "FN": 170, + "FP": 125, + "IoU": 0.6995926680244399, + "TN": 2277034, + "TP": 687, + "n_pred": 812, + "n_ref": 857 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0215.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0215.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9781924683816815, + "FN": 1314, + "FP": 3295, + "IoU": 0.9573157743635337, + "TN": 1819573, + "TP": 103370, + "n_pred": 106665, + "n_ref": 104684 + }, + "10": { + "Dice": 0.025662482566248257, + "FN": 3107, + "FP": 386, + "IoU": 0.012998022040124329, + "TN": 1924013, + "TP": 46, + "n_pred": 432, + "n_ref": 3153 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 1927551, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "13": { + "Dice": 0.7354975788121356, + "FN": 8879, + "FP": 1827, + "IoU": 0.5816497987573757, + "TN": 1901961, + "TP": 14885, + "n_pred": 16712, + "n_ref": 23764 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 107, + "IoU": 0.0, + "TN": 1927445, + "TP": 0, + "n_pred": 107, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9578173014247137, + "FN": 1784, + "FP": 1840, + "IoU": 0.9190493209435311, + "TN": 1882784, + "TP": 41144, + "n_pred": 42984, + "n_ref": 42928 + }, + "3": { + "Dice": 0.9643424439940844, + "FN": 980, + "FP": 1624, + "IoU": 0.931140258091813, + "TN": 1889736, + "TP": 35212, + "n_pred": 36836, + "n_ref": 36192 + }, + "4": { + "Dice": 0.3283582089552239, + "FN": 19, + "FP": 161, + "IoU": 0.19642857142857142, + "TN": 1927328, + "TP": 44, + "n_pred": 205, + "n_ref": 63 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 188, + "IoU": 0.0, + "TN": 1927364, + "TP": 0, + "n_pred": 188, + "n_ref": 0 + }, + "6": { + "Dice": 0.9329643793832538, + "FN": 8845, + "FP": 2759, + "IoU": 0.8743516723874698, + "TN": 1835199, + "TP": 80749, + "n_pred": 83508, + "n_ref": 89594 + }, + "7": { + "Dice": 0.9190506998248466, + "FN": 8165, + "FP": 2095, + "IoU": 0.8502255375676978, + "TN": 1859049, + "TP": 58243, + "n_pred": 60338, + "n_ref": 66408 + }, + "8": { + "Dice": 0.4375, + "FN": 14, + "FP": 58, + "IoU": 0.28, + "TN": 1927452, + "TP": 28, + "n_pred": 86, + "n_ref": 42 + }, + "9": { + "Dice": 0.5689428759028233, + "FN": 3056, + "FP": 2196, + "IoU": 0.39756824959853176, + "TN": 1918834, + "TP": 3466, + "n_pred": 5662, + "n_ref": 6522 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0235.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0235.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.828774062816616, + "FN": 258, + "FP": 418, + "IoU": 0.7076124567474048, + "TN": 2275704, + "TP": 1636, + "n_pred": 2054, + "n_ref": 1894 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5281487743026204, + "FN": 7947, + "FP": 426, + "IoU": 0.35883298874339536, + "TN": 2264957, + "TP": 4686, + "n_pred": 5112, + "n_ref": 12633 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8486125746399719, + "FN": 223, + "FP": 208, + "IoU": 0.7370347773032336, + "TN": 2276377, + "TP": 1208, + "n_pred": 1416, + "n_ref": 1431 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9590879367696813, + "FN": 405, + "FP": 2473, + "IoU": 0.9213918933682945, + "TN": 2241404, + "TP": 33734, + "n_pred": 36207, + "n_ref": 34139 + }, + "7": { + "Dice": 0.9499486044121136, + "FN": 335, + "FP": 298, + "IoU": 0.9046686746987952, + "TN": 2271376, + "TP": 6007, + "n_pred": 6305, + "n_ref": 6342 + }, + "8": { + "Dice": 0.8545357108773373, + "FN": 4623, + "FP": 15192, + "IoU": 0.7460168937539254, + "TN": 2199999, + "TP": 58202, + "n_pred": 73394, + "n_ref": 62825 + }, + "9": { + "Dice": 0.34928848641655885, + "FN": 72, + "FP": 1437, + "IoU": 0.2115987460815047, + "TN": 2276102, + "TP": 405, + "n_pred": 1842, + "n_ref": 477 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0239.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0239.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9776312386863202, + "FN": 524, + "FP": 168, + "IoU": 0.9562413051726318, + "TN": 3664058, + "TP": 15122, + "n_pred": 15290, + "n_ref": 15646 + }, + "10": { + "Dice": 0.8650114155251142, + "FN": 1224, + "FP": 4452, + "IoU": 0.7621322604978628, + "TN": 3656010, + "TP": 18186, + "n_pred": 22638, + "n_ref": 19410 + }, + "11": { + "Dice": 0.676056338028169, + "FN": 45, + "FP": 1, + "IoU": 0.5106382978723404, + "TN": 3679778, + "TP": 48, + "n_pred": 49, + "n_ref": 93 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3679872, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.817947071441258, + "FN": 9872, + "FP": 3453, + "IoU": 0.6919716128435701, + "TN": 3636613, + "TP": 29934, + "n_pred": 33387, + "n_ref": 39806 + }, + "14": { + "Dice": 0.45708134351542123, + "FN": 5467, + "FP": 69680, + "IoU": 0.29624461509646, + "TN": 3573092, + "TP": 31633, + "n_pred": 101313, + "n_ref": 37100 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3679872, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8954971460785005, + "FN": 1273, + "FP": 210, + "IoU": 0.8107694270766875, + "TN": 3672035, + "TP": 6354, + "n_pred": 6564, + "n_ref": 7627 + }, + "3": { + "Dice": 0.9642762635617889, + "FN": 528, + "FP": 957, + "IoU": 0.9310168625447113, + "TN": 3658345, + "TP": 20042, + "n_pred": 20999, + "n_ref": 20570 + }, + "4": { + "Dice": 0.01903157894736842, + "FN": 11646, + "FP": 3, + "IoU": 0.00960720965822139, + "TN": 3668110, + "TP": 113, + "n_pred": 116, + "n_ref": 11759 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3679872, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9699223592353363, + "FN": 3906, + "FP": 8080, + "IoU": 0.9416012161135039, + "TN": 3474628, + "TP": 193258, + "n_pred": 201338, + "n_ref": 197164 + }, + "7": { + "Dice": 0.8052812058525171, + "FN": 2217, + "FP": 60359, + "IoU": 0.6740340989003547, + "TN": 3487901, + "TP": 129395, + "n_pred": 189754, + "n_ref": 131612 + }, + "8": { + "Dice": 0.9191176470588235, + "FN": 57, + "FP": 9, + "IoU": 0.8503401360544217, + "TN": 3679431, + "TP": 375, + "n_pred": 384, + "n_ref": 432 + }, + "9": { + "Dice": 0.8053771309320541, + "FN": 691, + "FP": 6490, + "IoU": 0.674168519442806, + "TN": 3657833, + "TP": 14858, + "n_pred": 21348, + "n_ref": 15549 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0242.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0242.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9507728626833792, + "FN": 3300, + "FP": 1079, + "IoU": 0.9061649559646002, + "TN": 2757045, + "TP": 42288, + "n_pred": 43367, + "n_ref": 45588 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 2803710, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "11": { + "Dice": 0.7429799426934097, + "FN": 843, + "FP": 951, + "IoU": 0.5910645087759289, + "TN": 2799325, + "TP": 2593, + "n_pred": 3544, + "n_ref": 3436 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8506588205193808, + "FN": 5490, + "FP": 347, + "IoU": 0.7401273318195984, + "TN": 2781251, + "TP": 16624, + "n_pred": 16971, + "n_ref": 22114 + }, + "15": { + "Dice": 0.8115845539280959, + "FN": 922, + "FP": 210, + "IoU": 0.6829131652661065, + "TN": 2800142, + "TP": 2438, + "n_pred": 2648, + "n_ref": 3360 + }, + "2": { + "Dice": 0.9686153624285688, + "FN": 666, + "FP": 1075, + "IoU": 0.9391407697416716, + "TN": 2775105, + "TP": 26866, + "n_pred": 27941, + "n_ref": 27532 + }, + "3": { + "Dice": 0.9483481591002739, + "FN": 726, + "FP": 1405, + "IoU": 0.9017700746750253, + "TN": 2782018, + "TP": 19563, + "n_pred": 20968, + "n_ref": 20289 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9524893699322411, + "FN": 16075, + "FP": 16228, + "IoU": 0.9092885003664629, + "TN": 2447605, + "TP": 323804, + "n_pred": 340032, + "n_ref": 339879 + }, + "7": { + "Dice": 0.9622385007752287, + "FN": 3603, + "FP": 3119, + "IoU": 0.9272250912122295, + "TN": 2711345, + "TP": 85645, + "n_pred": 88764, + "n_ref": 89248 + }, + "8": { + "Dice": 0.9215940152496044, + "FN": 172, + "FP": 373, + "IoU": 0.8545891141942369, + "TN": 2799964, + "TP": 3203, + "n_pred": 3576, + "n_ref": 3375 + }, + "9": { + "Dice": 0.6761236319191096, + "FN": 5809, + "FP": 11680, + "IoU": 0.510715085049239, + "TN": 2767968, + "TP": 18255, + "n_pred": 29935, + "n_ref": 24064 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0282.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0282.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7543632611661012, + "FN": 1178, + "FP": 5845, + "IoU": 0.6056045375414163, + "TN": 5063921, + "TP": 10784, + "n_pred": 16629, + "n_ref": 11962 + }, + "10": { + "Dice": 0.7497792322476754, + "FN": 6502, + "FP": 7949, + "IoU": 0.5997174671763337, + "TN": 5045626, + "TP": 21651, + "n_pred": 29600, + "n_ref": 28153 + }, + "11": { + "Dice": 0.7615637123246792, + "FN": 671, + "FP": 128, + "IoU": 0.6149397590361446, + "TN": 5079653, + "TP": 1276, + "n_pred": 1404, + "n_ref": 1947 + }, + "12": { + "Dice": 0.8235294117647058, + "FN": 724, + "FP": 362, + "IoU": 0.7, + "TN": 5078108, + "TP": 2534, + "n_pred": 2896, + "n_ref": 3258 + }, + "13": { + "Dice": 0.8212558582444872, + "FN": 7919, + "FP": 1654, + "IoU": 0.6967210517978774, + "TN": 5050163, + "TP": 21992, + "n_pred": 23646, + "n_ref": 29911 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 3100, + "IoU": 0.0, + "TN": 5078628, + "TP": 0, + "n_pred": 3100, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 5081728, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.4601884952876178, + "FN": 4983, + "FP": 0, + "IoU": 0.2988602785985648, + "TN": 5074621, + "TP": 2124, + "n_pred": 2124, + "n_ref": 7107 + }, + "3": { + "Dice": 0.9216419247351638, + "FN": 1580, + "FP": 4981, + "IoU": 0.8546715102113144, + "TN": 5036582, + "TP": 38585, + "n_pred": 43566, + "n_ref": 40165 + }, + "4": { + "Dice": 0.3225838070966477, + "FN": 27082, + "FP": 562, + "IoU": 0.19230993981183894, + "TN": 5047502, + "TP": 6582, + "n_pred": 7144, + "n_ref": 33664 + }, + "5": { + "Dice": 0.2702702702702703, + "FN": 100, + "FP": 8, + "IoU": 0.15625, + "TN": 5081600, + "TP": 20, + "n_pred": 28, + "n_ref": 120 + }, + "6": { + "Dice": 0.9191746096737095, + "FN": 26759, + "FP": 40358, + "IoU": 0.8504376543154855, + "TN": 4632972, + "TP": 381639, + "n_pred": 421997, + "n_ref": 408398 + }, + "7": { + "Dice": 0.7353349502383542, + "FN": 31619, + "FP": 63319, + "IoU": 0.5814464077875358, + "TN": 4854904, + "TP": 131886, + "n_pred": 195205, + "n_ref": 163505 + }, + "8": { + "Dice": 0.9518841345307273, + "FN": 993, + "FP": 1193, + "IoU": 0.908185980091562, + "TN": 5057919, + "TP": 21623, + "n_pred": 22816, + "n_ref": 22616 + }, + "9": { + "Dice": 0.8943089430894309, + "FN": 1797, + "FP": 3988, + "IoU": 0.8088235294117647, + "TN": 5051468, + "TP": 24475, + "n_pred": 28463, + "n_ref": 26272 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0362.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0362.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9016718168132477, + "FN": 2691, + "FP": 9719, + "IoU": 0.8209493579570047, + "TN": 3610562, + "TP": 56900, + "n_pred": 66619, + "n_ref": 59591 + }, + "10": { + "Dice": 0.919291097983296, + "FN": 750, + "FP": 1231, + "IoU": 0.8506371107592551, + "TN": 3666609, + "TP": 11282, + "n_pred": 12513, + "n_ref": 12032 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3679872, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.49240121580547114, + "FN": 55, + "FP": 279, + "IoU": 0.32661290322580644, + "TN": 3679376, + "TP": 162, + "n_pred": 441, + "n_ref": 217 + }, + "13": { + "Dice": 0.7583087235738059, + "FN": 8948, + "FP": 1364, + "IoU": 0.61070633092982, + "TN": 3653383, + "TP": 16177, + "n_pred": 17541, + "n_ref": 25125 + }, + "14": { + "Dice": 0.7936277621595478, + "FN": 11669, + "FP": 1985, + "IoU": 0.6578630850957201, + "TN": 3639964, + "TP": 26254, + "n_pred": 28239, + "n_ref": 37923 + }, + "15": { + "Dice": 0.9098200444833862, + "FN": 4256, + "FP": 3772, + "IoU": 0.8345595054095827, + "TN": 3631347, + "TP": 40497, + "n_pred": 44269, + "n_ref": 44753 + }, + "2": { + "Dice": 0.9628491733031491, + "FN": 1613, + "FP": 2063, + "IoU": 0.9283598378546929, + "TN": 3628560, + "TP": 47636, + "n_pred": 49699, + "n_ref": 49249 + }, + "3": { + "Dice": 0.9744908048249951, + "FN": 96, + "FP": 33, + "IoU": 0.9502506748939452, + "TN": 3677279, + "TP": 2464, + "n_pred": 2497, + "n_ref": 2560 + }, + "4": { + "Dice": 0.9375163057657188, + "FN": 1198, + "FP": 2634, + "IoU": 0.8823818293431553, + "TN": 3647292, + "TP": 28748, + "n_pred": 31382, + "n_ref": 29946 + }, + "5": { + "Dice": 0.10344827586206896, + "FN": 51, + "FP": 1, + "IoU": 0.05454545454545454, + "TN": 3679817, + "TP": 3, + "n_pred": 4, + "n_ref": 54 + }, + "6": { + "Dice": 0.9518101761252447, + "FN": 7710, + "FP": 3322, + "IoU": 0.908051341890315, + "TN": 3559892, + "TP": 108948, + "n_pred": 112270, + "n_ref": 116658 + }, + "7": { + "Dice": 0.8999576091564222, + "FN": 1874, + "FP": 10870, + "IoU": 0.818111753371869, + "TN": 3609807, + "TP": 57321, + "n_pred": 68191, + "n_ref": 59195 + }, + "8": { + "Dice": 0.8932893289328933, + "FN": 85, + "FP": 109, + "IoU": 0.8071570576540755, + "TN": 3678866, + "TP": 812, + "n_pred": 921, + "n_ref": 897 + }, + "9": { + "Dice": 0.9191836734693878, + "FN": 790, + "FP": 299, + "IoU": 0.850453172205438, + "TN": 3672590, + "TP": 6193, + "n_pred": 6492, + "n_ref": 6983 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0390.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0390.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9600082700770889, + "FN": 1320, + "FP": 1388, + "IoU": 0.9230922155008378, + "TN": 2242805, + "TP": 32503, + "n_pred": 33891, + "n_ref": 33823 + }, + "10": { + "Dice": 0.7380333951762523, + "FN": 629, + "FP": 783, + "IoU": 0.5848279917671273, + "TN": 2274615, + "TP": 1989, + "n_pred": 2772, + "n_ref": 2618 + }, + "11": { + "Dice": 0.6514886164623468, + "FN": 106, + "FP": 93, + "IoU": 0.4831168831168831, + "TN": 2277631, + "TP": 186, + "n_pred": 279, + "n_ref": 292 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8566117975940878, + "FN": 5558, + "FP": 4085, + "IoU": 0.7491871927588628, + "TN": 2239569, + "TP": 28804, + "n_pred": 32889, + "n_ref": 34362 + }, + "14": { + "Dice": 0.9474633097165992, + "FN": 544, + "FP": 2778, + "IoU": 0.9001712894792199, + "TN": 2244739, + "TP": 29955, + "n_pred": 32733, + "n_ref": 30499 + }, + "15": { + "Dice": 0.9325742750400284, + "FN": 1221, + "FP": 1432, + "IoU": 0.8736666666666667, + "TN": 2257016, + "TP": 18347, + "n_pred": 19779, + "n_ref": 19568 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.02077922077922078, + "FN": 2242, + "FP": 774, + "IoU": 0.010498687664041995, + "TN": 2274968, + "TP": 32, + "n_pred": 806, + "n_ref": 2274 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9760467631745605, + "FN": 4875, + "FP": 3673, + "IoU": 0.9532141977504721, + "TN": 2095311, + "TP": 174157, + "n_pred": 177830, + "n_ref": 179032 + }, + "7": { + "Dice": 0.8052650666159343, + "FN": 31268, + "FP": 1487, + "IoU": 0.6740114849869127, + "TN": 2177537, + "TP": 67724, + "n_pred": 69211, + "n_ref": 98992 + }, + "8": { + "Dice": 0.9065914056809905, + "FN": 504, + "FP": 1548, + "IoU": 0.829142381348876, + "TN": 2266006, + "TP": 9958, + "n_pred": 11506, + "n_ref": 10462 + }, + "9": { + "Dice": 0.7862786905807099, + "FN": 1941, + "FP": 1467, + "IoU": 0.6478247390720264, + "TN": 2268339, + "TP": 6269, + "n_pred": 7736, + "n_ref": 8210 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0392.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0392.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8634806440561836, + "FN": 1000, + "FP": 594, + "IoU": 0.759758854559156, + "TN": 2446613, + "TP": 5041, + "n_pred": 5635, + "n_ref": 6041 + }, + "14": { + "Dice": 0.5609442907941525, + "FN": 2069, + "FP": 6821, + "IoU": 0.389800260827785, + "TN": 2438679, + "TP": 5679, + "n_pred": 12500, + "n_ref": 7748 + }, + "15": { + "Dice": 0.8890431511297221, + "FN": 4032, + "FP": 923, + "IoU": 0.8002499395307587, + "TN": 2428442, + "TP": 19851, + "n_pred": 20774, + "n_ref": 23883 + }, + "2": { + "Dice": 0.9075133109840268, + "FN": 1793, + "FP": 83, + "IoU": 0.8306859205776174, + "TN": 2442168, + "TP": 9204, + "n_pred": 9287, + "n_ref": 10997 + }, + "3": { + "Dice": 0.9535008190473101, + "FN": 3447, + "FP": 2287, + "IoU": 0.9111338416713161, + "TN": 2388724, + "TP": 58790, + "n_pred": 61077, + "n_ref": 62237 + }, + "4": { + "Dice": 0.9132477294080802, + "FN": 253, + "FP": 578, + "IoU": 0.8403458213256484, + "TN": 2448043, + "TP": 4374, + "n_pred": 4952, + "n_ref": 4627 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9850113021925435, + "FN": 2437, + "FP": 3060, + "IoU": 0.970465291209972, + "TN": 2267128, + "TP": 180623, + "n_pred": 183683, + "n_ref": 183060 + }, + "7": { + "Dice": 0.5852219355692267, + "FN": 29253, + "FP": 2098, + "IoU": 0.41364928555397623, + "TN": 2399780, + "TP": 22117, + "n_pred": 24215, + "n_ref": 51370 + }, + "8": { + "Dice": 0.8666224286662243, + "FN": 127, + "FP": 275, + "IoU": 0.7646370023419203, + "TN": 2451540, + "TP": 1306, + "n_pred": 1581, + "n_ref": 1433 + }, + "9": { + "Dice": 0.945615355664283, + "FN": 125, + "FP": 1609, + "IoU": 0.8968409780474745, + "TN": 2436439, + "TP": 15075, + "n_pred": 16684, + "n_ref": 15200 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0404.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0404.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": 0.6316919746866716, + "FN": 4391.713333333332, + "FP": 6201.382222222222, + "IoU": 0.5381829147673454, + "TN": 2996135.962222222, + "TP": 24784.54222222222, + "n_pred": 30985.924444444445, + "n_ref": 29176.25555555556 + }, + "mean": { + "1": { + "Dice": 0.7334480439050723, + "FN": 16211.733333333334, + "FP": 2387.1666666666665, + "IoU": 0.6697899446283548, + "TN": 2990656.466666667, + "TP": 22258.233333333334, + "n_pred": 24645.4, + "n_ref": 38469.96666666667 + }, + "10": { + "Dice": 0.6472567202147791, + "FN": 4675.366666666667, + "FP": 3922.233333333333, + "IoU": 0.5337243776962814, + "TN": 3008021.7666666666, + "TP": 14894.233333333334, + "n_pred": 18816.466666666667, + "n_ref": 19569.6 + }, + "11": { + "Dice": 0.5167998302293624, + "FN": 221.2, + "FP": 277.3, + "IoU": 0.38527842776353327, + "TN": 3030566.3666666667, + "TP": 448.73333333333335, + "n_pred": 726.0333333333333, + "n_ref": 669.9333333333333 + }, + "12": { + "Dice": 0.3839596914215881, + "FN": 347.2, + "FP": 384.26666666666665, + "IoU": 0.2845221517443437, + "TN": 3030213.7666666666, + "TP": 568.3666666666667, + "n_pred": 952.6333333333333, + "n_ref": 915.5666666666667 + }, + "13": { + "Dice": 0.49776388094188884, + "FN": 3045.133333333333, + "FP": 2474.866666666667, + "IoU": 0.39068599733969417, + "TN": 3019630.5, + "TP": 6363.1, + "n_pred": 8837.966666666667, + "n_ref": 9408.233333333334 + }, + "14": { + "Dice": 0.5850872360273539, + "FN": 3203.1666666666665, + "FP": 8260.666666666666, + "IoU": 0.5040442827935436, + "TN": 2996132.2333333334, + "TP": 23917.533333333333, + "n_pred": 32178.2, + "n_ref": 27120.7 + }, + "15": { + "Dice": 0.5682697751625421, + "FN": 3170.4, + "FP": 5370.766666666666, + "IoU": 0.46560315817808673, + "TN": 3012190.033333333, + "TP": 10782.4, + "n_pred": 16153.166666666666, + "n_ref": 13952.8 + }, + "2": { + "Dice": 0.7416243005645736, + "FN": 1866.7333333333333, + "FP": 2945.633333333333, + "IoU": 0.6642758395044107, + "TN": 3007762.2, + "TP": 18939.033333333333, + "n_pred": 21884.666666666668, + "n_ref": 20805.766666666666 + }, + "3": { + "Dice": 0.754541465307415, + "FN": 9735.233333333334, + "FP": 2258.3, + "IoU": 0.700817255423903, + "TN": 3001037.9, + "TP": 18482.166666666668, + "n_pred": 20740.466666666667, + "n_ref": 28217.4 + }, + "4": { + "Dice": 0.42386766692923444, + "FN": 938.9333333333333, + "FP": 2710.4333333333334, + "IoU": 0.3482762483792116, + "TN": 3022413.1, + "TP": 5451.133333333333, + "n_pred": 8161.566666666667, + "n_ref": 6390.066666666667 + }, + "5": { + "Dice": 0.5265426150810634, + "FN": 523.9333333333333, + "FP": 697.5333333333333, + "IoU": 0.3931500393290518, + "TN": 3028838.5, + "TP": 1453.6333333333334, + "n_pred": 2151.1666666666665, + "n_ref": 1977.5666666666666 + }, + "6": { + "Dice": 0.8746511993502089, + "FN": 11207.766666666666, + "FP": 40061.13333333333, + "IoU": 0.8062758955649237, + "TN": 2813285.7, + "TP": 166959.0, + "n_pred": 207020.13333333333, + "n_ref": 178166.76666666666 + }, + "7": { + "Dice": 0.7167496540176885, + "FN": 7948.933333333333, + "FP": 17629.2, + "IoU": 0.6159062898168842, + "TN": 2947399.566666667, + "TP": 58535.9, + "n_pred": 76165.1, + "n_ref": 66484.83333333333 + }, + "8": { + "Dice": 0.7858399105756709, + "FN": 1660.2666666666667, + "FP": 1482.5333333333333, + "IoU": 0.7070614708313967, + "TN": 3013201.566666667, + "TP": 15169.233333333334, + "n_pred": 16651.766666666666, + "n_ref": 16829.5 + }, + "9": { + "Dice": 0.7189776305716326, + "FN": 1119.7, + "FP": 2158.7, + "IoU": 0.6033323425165606, + "TN": 3020689.7666666666, + "TP": 7545.433333333333, + "n_pred": 9704.133333333333, + "n_ref": 8665.133333333333 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9501966650047089, + "FN": 544, + "FP": 355, + "IoU": 0.9051187335092348, + "TN": 2443773, + "TP": 8576, + "n_pred": 8931, + "n_ref": 9120 + }, + "10": { + "Dice": 0.5659746030004662, + "FN": 4681, + "FP": 11144, + "IoU": 0.39467543893202767, + "TN": 2427105, + "TP": 10318, + "n_pred": 21462, + "n_ref": 14999 + }, + "11": { + "Dice": 0.5296442687747036, + "FN": 52, + "FP": 67, + "IoU": 0.3602150537634409, + "TN": 2453062, + "TP": 67, + "n_pred": 134, + "n_ref": 119 + }, + "12": { + "Dice": 0.5110246433203631, + "FN": 957, + "FP": 174, + "IoU": 0.343205574912892, + "TN": 2451526, + "TP": 591, + "n_pred": 765, + "n_ref": 1548 + }, + "13": { + "Dice": 0.6348405692667988, + "FN": 4127, + "FP": 6008, + "IoU": 0.46503035101609924, + "TN": 2434303, + "TP": 8810, + "n_pred": 14818, + "n_ref": 12937 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 17, + "IoU": 0.0, + "TN": 2453231, + "TP": 0, + "n_pred": 17, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9418123340723754, + "FN": 2250, + "FP": 3865, + "IoU": 0.8900239195726849, + "TN": 2397645, + "TP": 49488, + "n_pred": 53353, + "n_ref": 51738 + }, + "3": { + "Dice": 0.9306943397436925, + "FN": 2424, + "FP": 1897, + "IoU": 0.870372592548149, + "TN": 2419914, + "TP": 29013, + "n_pred": 30910, + "n_ref": 31437 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.780530470338705, + "FN": 9398, + "FP": 639, + "IoU": 0.640057378518917, + "TN": 2425363, + "TP": 17848, + "n_pred": 18487, + "n_ref": 27246 + }, + "7": { + "Dice": 0.7772455089820359, + "FN": 356, + "FP": 2620, + "IoU": 0.6356513222331048, + "TN": 2445080, + "TP": 5192, + "n_pred": 7812, + "n_ref": 5548 + }, + "8": { + "Dice": 0.9239812573025452, + "FN": 5407, + "FP": 904, + "IoU": 0.8587036829732453, + "TN": 2408583, + "TP": 38354, + "n_pred": 39258, + "n_ref": 43761 + }, + "9": { + "Dice": 0.8594433318347161, + "FN": 2133, + "FP": 4745, + "IoU": 0.7535297068730739, + "TN": 2425342, + "TP": 21028, + "n_pred": 25773, + "n_ref": 23161 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0001.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0001.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8272794662713121, + "FN": 290, + "FP": 176, + "IoU": 0.7054361567635904, + "TN": 3327826, + "TP": 1116, + "n_pred": 1292, + "n_ref": 1406 + }, + "10": { + "Dice": 0.17279858579162524, + "FN": 6530, + "FP": 957, + "IoU": 0.09457008102551699, + "TN": 3321139, + "TP": 782, + "n_pred": 1739, + "n_ref": 7312 + }, + "11": { + "Dice": 0.3916415338216286, + "FN": 1375, + "FP": 1449, + "IoU": 0.24350388427538172, + "TN": 3325675, + "TP": 909, + "n_pred": 2358, + "n_ref": 2284 + }, + "12": { + "Dice": 0.0, + "FN": 113, + "FP": 1165, + "IoU": 0.0, + "TN": 3328130, + "TP": 0, + "n_pred": 1165, + "n_ref": 113 + }, + "13": { + "Dice": 0.0, + "FN": 2018, + "FP": 12, + "IoU": 0.0, + "TN": 3327378, + "TP": 0, + "n_pred": 12, + "n_ref": 2018 + }, + "14": { + "Dice": 0.43781094527363185, + "FN": 194, + "FP": 32, + "IoU": 0.2802547770700637, + "TN": 3329094, + "TP": 88, + "n_pred": 120, + "n_ref": 282 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8011392903675424, + "FN": 1839, + "FP": 4724, + "IoU": 0.6682505181216196, + "TN": 3309625, + "TP": 13220, + "n_pred": 17944, + "n_ref": 15059 + }, + "3": { + "Dice": 0.05626718825830551, + "FN": 256614, + "FP": 70, + "IoU": 0.028948005568670176, + "TN": 3065072, + "TP": 7652, + "n_pred": 7722, + "n_ref": 264266 + }, + "4": { + "Dice": 0.6030743750323482, + "FN": 5594, + "FP": 2075, + "IoU": 0.4317154501667284, + "TN": 3315913, + "TP": 5826, + "n_pred": 7901, + "n_ref": 11420 + }, + "5": { + "Dice": 0.2302158273381295, + "FN": 4, + "FP": 103, + "IoU": 0.13008130081300814, + "TN": 3329285, + "TP": 16, + "n_pred": 119, + "n_ref": 20 + }, + "6": { + "Dice": 0.61128414636335, + "FN": 6766, + "FP": 231483, + "IoU": 0.44017942530329124, + "TN": 2903827, + "TP": 187332, + "n_pred": 418815, + "n_ref": 194098 + }, + "7": { + "Dice": 0.6475233746908344, + "FN": 25782, + "FP": 43621, + "IoU": 0.4787686253304494, + "TN": 3196256, + "TP": 63749, + "n_pred": 107370, + "n_ref": 89531 + }, + "8": { + "Dice": 0.9285329018338727, + "FN": 948, + "FP": 3292, + "IoU": 0.8665995469418576, + "TN": 3297624, + "TP": 27544, + "n_pred": 30836, + "n_ref": 28492 + }, + "9": { + "Dice": 0.7269626105300956, + "FN": 2339, + "FP": 3744, + "IoU": 0.5710457654608279, + "TN": 3315227, + "TP": 8098, + "n_pred": 11842, + "n_ref": 10437 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0005.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0005.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9544641049520185, + "FN": 1322, + "FP": 4301, + "IoU": 0.9128946308516901, + "TN": 2563926, + "TP": 58931, + "n_pred": 63232, + "n_ref": 60253 + }, + "10": { + "Dice": 0.7377333652465294, + "FN": 5310, + "FP": 12222, + "IoU": 0.5844512917753022, + "TN": 2586290, + "TP": 24658, + "n_pred": 36880, + "n_ref": 29968 + }, + "11": { + "Dice": 0.12993039443155452, + "FN": 136, + "FP": 239, + "IoU": 0.06947890818858561, + "TN": 2628077, + "TP": 28, + "n_pred": 267, + "n_ref": 164 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.43373265779629716, + "FN": 9493, + "FP": 2466, + "IoU": 0.27692121651853197, + "TN": 2611941, + "TP": 4580, + "n_pred": 7046, + "n_ref": 14073 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.8887562505802926, + "FN": 5064, + "FP": 3323, + "IoU": 0.7997851515874911, + "TN": 2586590, + "TP": 33503, + "n_pred": 36826, + "n_ref": 38567 + }, + "2": { + "Dice": 0.9442978322337418, + "FN": 501, + "FP": 681, + "IoU": 0.8944737077046693, + "TN": 2617279, + "TP": 10019, + "n_pred": 10700, + "n_ref": 10520 + }, + "3": { + "Dice": 0.9640778871978514, + "FN": 1624, + "FP": 2228, + "IoU": 0.9306470778870044, + "TN": 2572938, + "TP": 51690, + "n_pred": 53918, + "n_ref": 53314 + }, + "4": { + "Dice": 0.08106001558846454, + "FN": 49, + "FP": 1130, + "IoU": 0.04224207961007311, + "TN": 2627249, + "TP": 52, + "n_pred": 1182, + "n_ref": 101 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.978548931364416, + "FN": 4256, + "FP": 8337, + "IoU": 0.9579988326523805, + "TN": 2328655, + "TP": 287232, + "n_pred": 295569, + "n_ref": 291488 + }, + "7": { + "Dice": 0.9359803945837563, + "FN": 11562, + "FP": 1369, + "IoU": 0.8796646131511846, + "TN": 2521022, + "TP": 94527, + "n_pred": 95896, + "n_ref": 106089 + }, + "8": { + "Dice": 0.9004651162790698, + "FN": 851, + "FP": 433, + "IoU": 0.8189509306260575, + "TN": 2621388, + "TP": 5808, + "n_pred": 6241, + "n_ref": 6659 + }, + "9": { + "Dice": 0.9456759143082857, + "FN": 634, + "FP": 535, + "IoU": 0.8969499294781382, + "TN": 2617136, + "TP": 10175, + "n_pred": 10710, + "n_ref": 10809 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0011.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0011.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4608677143045881, + "FN": 146126, + "FP": 780, + "IoU": 0.29943346558828016, + "TN": 4696800, + "TP": 62790, + "n_pred": 63570, + "n_ref": 208916 + }, + "10": { + "Dice": 0.658120716703823, + "FN": 14842, + "FP": 1720, + "IoU": 0.49044703565824693, + "TN": 4873993, + "TP": 15941, + "n_pred": 17661, + "n_ref": 30783 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4906496, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 104, + "IoU": 0.0, + "TN": 4906392, + "TP": 0, + "n_pred": 104, + "n_ref": 0 + }, + "13": { + "Dice": 0.4985237644970186, + "FN": 24496, + "FP": 1491, + "IoU": 0.3320224141476455, + "TN": 4867592, + "TP": 12917, + "n_pred": 14408, + "n_ref": 37413 + }, + "14": { + "Dice": 0.7336881687587937, + "FN": 5004, + "FP": 48183, + "IoU": 0.5793898079903838, + "TN": 4780044, + "TP": 73265, + "n_pred": 121448, + "n_ref": 78269 + }, + "15": { + "Dice": 0.5096534356637487, + "FN": 4041, + "FP": 48, + "IoU": 0.3419697457354361, + "TN": 4900282, + "TP": 2125, + "n_pred": 2173, + "n_ref": 6166 + }, + "2": { + "Dice": 0.9326789068654184, + "FN": 804, + "FP": 1418, + "IoU": 0.8738503463154309, + "TN": 4888882, + "TP": 15392, + "n_pred": 16810, + "n_ref": 16196 + }, + "3": { + "Dice": 0.935300316122234, + "FN": 1373, + "FP": 776, + "IoU": 0.8784639746634996, + "TN": 4888814, + "TP": 15533, + "n_pred": 16309, + "n_ref": 16906 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 4906495, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "5": { + "Dice": 0.6557474884784987, + "FN": 7122, + "FP": 3261, + "IoU": 0.48781570639305444, + "TN": 4886224, + "TP": 9889, + "n_pred": 13150, + "n_ref": 17011 + }, + "6": { + "Dice": 0.35126377187297475, + "FN": 4540, + "FP": 151616, + "IoU": 0.2130503144654088, + "TN": 4708064, + "TP": 42276, + "n_pred": 193892, + "n_ref": 46816 + }, + "7": { + "Dice": 0.8060640502390833, + "FN": 18392, + "FP": 15393, + "IoU": 0.6751317358359937, + "TN": 4802500, + "TP": 70211, + "n_pred": 85604, + "n_ref": 88603 + }, + "8": { + "Dice": 0.921758551210157, + "FN": 6237, + "FP": 6655, + "IoU": 0.8548721181556196, + "TN": 4817664, + "TP": 75940, + "n_pred": 82595, + "n_ref": 82177 + }, + "9": { + "Dice": 0.8691620879120879, + "FN": 241, + "FP": 2045, + "IoU": 0.7686000607348922, + "TN": 4896617, + "TP": 7593, + "n_pred": 9638, + "n_ref": 7834 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0021.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0021.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.972431161572637, + "FN": 1040, + "FP": 2255, + "IoU": 0.9463416222906184, + "TN": 2917537, + "TP": 58112, + "n_pred": 60367, + "n_ref": 59152 + }, + "10": { + "Dice": 0.8242043013134289, + "FN": 2258, + "FP": 5679, + "IoU": 0.7009757751572919, + "TN": 2952401, + "TP": 18606, + "n_pred": 24285, + "n_ref": 20864 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1924, + "IoU": 0.0, + "TN": 2977020, + "TP": 0, + "n_pred": 1924, + "n_ref": 0 + }, + "14": { + "Dice": 0.5821417771825996, + "FN": 9328, + "FP": 345, + "IoU": 0.41057827067211017, + "TN": 2962533, + "TP": 6738, + "n_pred": 7083, + "n_ref": 16066 + }, + "15": { + "Dice": 0.7325045117304994, + "FN": 2667, + "FP": 1, + "IoU": 0.5779148868849866, + "TN": 2972623, + "TP": 3653, + "n_pred": 3654, + "n_ref": 6320 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9233335557483152, + "FN": 163, + "FP": 986, + "IoU": 0.8575855230540407, + "TN": 2970876, + "TP": 6919, + "n_pred": 7905, + "n_ref": 7082 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.5014119091467157, + "FN": 525, + "FP": 3536, + "IoU": 0.33458954612485664, + "TN": 2972841, + "TP": 2042, + "n_pred": 5578, + "n_ref": 2567 + }, + "6": { + "Dice": 0.8835122611491041, + "FN": 37798, + "FP": 4888, + "IoU": 0.7913318081382843, + "TN": 2774380, + "TP": 161878, + "n_pred": 166766, + "n_ref": 199676 + }, + "7": { + "Dice": 0.7178974967226419, + "FN": 5795, + "FP": 34876, + "IoU": 0.5599376765020937, + "TN": 2886523, + "TP": 51750, + "n_pred": 86626, + "n_ref": 57545 + }, + "8": { + "Dice": 0.9344423157796364, + "FN": 799, + "FP": 2007, + "IoU": 0.8769514120329767, + "TN": 2956140, + "TP": 19998, + "n_pred": 22005, + "n_ref": 20797 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0030.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0030.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9512392853965022, + "FN": 3667, + "FP": 6197, + "IoU": 0.9070126980835038, + "TN": 3749025, + "TP": 96215, + "n_pred": 102412, + "n_ref": 99882 + }, + "10": { + "Dice": 0.8387870070717968, + "FN": 607, + "FP": 738, + "IoU": 0.7223369116432701, + "TN": 3850260, + "TP": 3499, + "n_pred": 4237, + "n_ref": 4106 + }, + "11": { + "Dice": 0.5232468927420593, + "FN": 920, + "FP": 2187, + "IoU": 0.35432252701579386, + "TN": 3850292, + "TP": 1705, + "n_pred": 3892, + "n_ref": 2625 + }, + "12": { + "Dice": 0.6513545347467609, + "FN": 1014, + "FP": 1354, + "IoU": 0.4829694323144105, + "TN": 3850524, + "TP": 2212, + "n_pred": 3566, + "n_ref": 3226 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 51, + "IoU": 0.0, + "TN": 3855053, + "TP": 0, + "n_pred": 51, + "n_ref": 0 + }, + "14": { + "Dice": 0.916419874958868, + "FN": 4211, + "FP": 10521, + "IoU": 0.8457333738232614, + "TN": 3759607, + "TP": 80765, + "n_pred": 91286, + "n_ref": 84976 + }, + "15": { + "Dice": 0.7884169022029746, + "FN": 33954, + "FP": 2053, + "IoU": 0.6507328334610497, + "TN": 3752011, + "TP": 67086, + "n_pred": 69139, + "n_ref": 101040 + }, + "2": { + "Dice": 0.9429036887630425, + "FN": 2213, + "FP": 731, + "IoU": 0.8919751953913331, + "TN": 3827851, + "TP": 24309, + "n_pred": 25040, + "n_ref": 26522 + }, + "3": { + "Dice": 0.9499895180638699, + "FN": 1103, + "FP": 1044, + "IoU": 0.9047428901016017, + "TN": 3832565, + "TP": 20392, + "n_pred": 21436, + "n_ref": 21495 + }, + "4": { + "Dice": 0.8500146756677429, + "FN": 1829, + "FP": 2259, + "IoU": 0.7391526288922919, + "TN": 3839432, + "TP": 11584, + "n_pred": 13843, + "n_ref": 13413 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3855104, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8236048710015363, + "FN": 5547, + "FP": 52206, + "IoU": 0.7001090455914425, + "TN": 3662524, + "TP": 134827, + "n_pred": 187033, + "n_ref": 140374 + }, + "7": { + "Dice": 0.8449543983524566, + "FN": 2896, + "FP": 1847, + "IoU": 0.7315333672949567, + "TN": 3837437, + "TP": 12924, + "n_pred": 14771, + "n_ref": 15820 + }, + "8": { + "Dice": 0.864882226980728, + "FN": 875, + "FP": 1649, + "IoU": 0.7619317109979249, + "TN": 3844502, + "TP": 8078, + "n_pred": 9727, + "n_ref": 8953 + }, + "9": { + "Dice": 0.5830065359477125, + "FN": 115, + "FP": 523, + "IoU": 0.4114391143911439, + "TN": 3854020, + "TP": 446, + "n_pred": 969, + "n_ref": 561 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0035.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0035.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7994389901823282, + "FN": 133, + "FP": 10, + "IoU": 0.6658878504672897, + "TN": 2277588, + "TP": 285, + "n_pred": 295, + "n_ref": 418 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9529921264806188, + "FN": 994, + "FP": 6463, + "IoU": 0.9102053103738936, + "TN": 2194971, + "TP": 75588, + "n_pred": 82051, + "n_ref": 76582 + }, + "15": { + "Dice": 0.8715924214555949, + "FN": 2768, + "FP": 5819, + "IoU": 0.7724092234296316, + "TN": 2240286, + "TP": 29143, + "n_pred": 34962, + "n_ref": 31911 + }, + "2": { + "Dice": 0.8686868686868687, + "FN": 12, + "FP": 1, + "IoU": 0.7678571428571429, + "TN": 2277960, + "TP": 43, + "n_pred": 44, + "n_ref": 55 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9831661770168507, + "FN": 1416, + "FP": 578, + "IoU": 0.9668897265164472, + "TN": 2217793, + "TP": 58229, + "n_pred": 58807, + "n_ref": 59645 + }, + "7": { + "Dice": 0.9014619291296848, + "FN": 2102, + "FP": 8123, + "IoU": 0.8206014457154888, + "TN": 2221020, + "TP": 46771, + "n_pred": 54894, + "n_ref": 48873 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0038.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0038.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9771358060535675, + "FN": 473, + "FP": 472, + "IoU": 0.9552937837070679, + "TN": 2957806, + "TP": 20193, + "n_pred": 20665, + "n_ref": 20666 + }, + "10": { + "Dice": 0.795913483359328, + "FN": 13103, + "FP": 11628, + "IoU": 0.6610102117743815, + "TN": 2905989, + "TP": 48224, + "n_pred": 59852, + "n_ref": 61327 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7038907849829351, + "FN": 1259, + "FP": 910, + "IoU": 0.5430798398988835, + "TN": 2974197, + "TP": 2578, + "n_pred": 3488, + "n_ref": 3837 + }, + "13": { + "Dice": 0.6734097550011239, + "FN": 4896, + "FP": 13993, + "IoU": 0.5076245340562521, + "TN": 2940581, + "TP": 19474, + "n_pred": 33467, + "n_ref": 24370 + }, + "14": { + "Dice": 0.8209687713197914, + "FN": 3869, + "FP": 4266, + "IoU": 0.6963079105536267, + "TN": 2952157, + "TP": 18652, + "n_pred": 22918, + "n_ref": 22521 + }, + "15": { + "Dice": 0.5638477238441743, + "FN": 1734, + "FP": 8096, + "IoU": 0.3926099851705388, + "TN": 2962760, + "TP": 6354, + "n_pred": 14450, + "n_ref": 8088 + }, + "2": { + "Dice": 0.44155844155844154, + "FN": 22, + "FP": 21, + "IoU": 0.2833333333333333, + "TN": 2978884, + "TP": 17, + "n_pred": 38, + "n_ref": 39 + }, + "3": { + "Dice": 0.8954248366013072, + "FN": 116, + "FP": 12, + "IoU": 0.8106508875739645, + "TN": 2978268, + "TP": 548, + "n_pred": 560, + "n_ref": 664 + }, + "4": { + "Dice": 0.0, + "FN": 24, + "FP": 59, + "IoU": 0.0, + "TN": 2978861, + "TP": 0, + "n_pred": 59, + "n_ref": 24 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9555139232522254, + "FN": 5585, + "FP": 6264, + "IoU": 0.9148172910331343, + "TN": 2839843, + "TP": 127252, + "n_pred": 133516, + "n_ref": 132837 + }, + "7": { + "Dice": 0.9380945928745344, + "FN": 9927, + "FP": 5150, + "IoU": 0.8834069273777578, + "TN": 2849631, + "TP": 114236, + "n_pred": 119386, + "n_ref": 124163 + }, + "8": { + "Dice": 0.8856157577882986, + "FN": 933, + "FP": 1024, + "IoU": 0.7947131018567083, + "TN": 2969411, + "TP": 7576, + "n_pred": 8600, + "n_ref": 8509 + }, + "9": { + "Dice": 0.7485959505774603, + "FN": 816, + "FP": 7913, + "IoU": 0.598204833141542, + "TN": 2957219, + "TP": 12996, + "n_pred": 20909, + "n_ref": 13812 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0043.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0043.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 222, + "FP": 0, + "IoU": 0.0, + "TN": 2978722, + "TP": 0, + "n_pred": 0, + "n_ref": 222 + }, + "10": { + "Dice": 0.7436440115120655, + "FN": 22057, + "FP": 6892, + "IoU": 0.5919054936070034, + "TN": 2908007, + "TP": 41988, + "n_pred": 48880, + "n_ref": 64045 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6766161802733653, + "FN": 5819, + "FP": 7312, + "IoU": 0.5112773559624832, + "TN": 2952076, + "TP": 13737, + "n_pred": 21049, + "n_ref": 19556 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 391, + "IoU": 0.0, + "TN": 2978553, + "TP": 0, + "n_pred": 391, + "n_ref": 0 + }, + "3": { + "Dice": 0.9419468941946895, + "FN": 904, + "FP": 1525, + "IoU": 0.8902642873277614, + "TN": 2956809, + "TP": 19706, + "n_pred": 21231, + "n_ref": 20610 + }, + "4": { + "Dice": 0.9356382858050318, + "FN": 1306, + "FP": 1531, + "IoU": 0.8790604484610793, + "TN": 2955486, + "TP": 20621, + "n_pred": 22152, + "n_ref": 21927 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9733080372149201, + "FN": 6776, + "FP": 2594, + "IoU": 0.9480039510338168, + "TN": 2798738, + "TP": 170836, + "n_pred": 173430, + "n_ref": 177612 + }, + "7": { + "Dice": 0.8857834644847523, + "FN": 1328, + "FP": 9616, + "IoU": 0.7949832337348495, + "TN": 2925563, + "TP": 42437, + "n_pred": 52053, + "n_ref": 43765 + }, + "8": { + "Dice": 0.8735672108370962, + "FN": 1372, + "FP": 84, + "IoU": 0.7755164970706137, + "TN": 2972458, + "TP": 5030, + "n_pred": 5114, + "n_ref": 6402 + }, + "9": { + "Dice": 0.40459631085576053, + "FN": 1390, + "FP": 579, + "IoU": 0.25360121304018196, + "TN": 2976306, + "TP": 669, + "n_pred": 1248, + "n_ref": 2059 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0045.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0045.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6667634489579269, + "FN": 2070, + "FP": 34657, + "IoU": 0.500108887981489, + "TN": 4833026, + "TP": 36743, + "n_pred": 71400, + "n_ref": 38813 + }, + "10": { + "Dice": 0.13345320147837378, + "FN": 1129, + "FP": 7546, + "IoU": 0.07149737771593706, + "TN": 4897153, + "TP": 668, + "n_pred": 8214, + "n_ref": 1797 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4906496, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 209, + "IoU": 0.0, + "TN": 4906287, + "TP": 0, + "n_pred": 209, + "n_ref": 0 + }, + "13": { + "Dice": 0.028237192416296894, + "FN": 199, + "FP": 2210, + "IoU": 0.014320785597381341, + "TN": 4904052, + "TP": 35, + "n_pred": 2245, + "n_ref": 234 + }, + "14": { + "Dice": 0.018145039185047906, + "FN": 1519, + "FP": 79540, + "IoU": 0.009155583805984744, + "TN": 4824688, + "TP": 749, + "n_pred": 80289, + "n_ref": 2268 + }, + "15": { + "Dice": 0.7880294379436859, + "FN": 3819, + "FP": 15709, + "IoU": 0.6502050978917011, + "TN": 4850669, + "TP": 36299, + "n_pred": 52008, + "n_ref": 40118 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 12807, + "IoU": 0.0, + "TN": 4893689, + "TP": 0, + "n_pred": 12807, + "n_ref": 0 + }, + "3": { + "Dice": 0.09330673758865249, + "FN": 12, + "FP": 16352, + "IoU": 0.04893641752876903, + "TN": 4889290, + "TP": 842, + "n_pred": 17194, + "n_ref": 854 + }, + "4": { + "Dice": 0.5513608428446005, + "FN": 436, + "FP": 586, + "IoU": 0.3806060606060606, + "TN": 4904846, + "TP": 628, + "n_pred": 1214, + "n_ref": 1064 + }, + "5": { + "Dice": 0.2826086956521739, + "FN": 177, + "FP": 87, + "IoU": 0.16455696202531644, + "TN": 4906180, + "TP": 52, + "n_pred": 139, + "n_ref": 229 + }, + "6": { + "Dice": 0.669009140537954, + "FN": 3120, + "FP": 91645, + "IoU": 0.5026399210647856, + "TN": 4715960, + "TP": 95771, + "n_pred": 187416, + "n_ref": 98891 + }, + "7": { + "Dice": 0.5692042278861578, + "FN": 1291, + "FP": 126810, + "IoU": 0.3978235321769379, + "TN": 4693766, + "TP": 84629, + "n_pred": 211439, + "n_ref": 85920 + }, + "8": { + "Dice": 0.8017258599336823, + "FN": 2829, + "FP": 2134, + "IoU": 0.6690671467626859, + "TN": 4891499, + "TP": 10034, + "n_pred": 12168, + "n_ref": 12863 + }, + "9": { + "Dice": 0.2899922075030613, + "FN": 7076, + "FP": 5680, + "IoU": 0.16958531345615518, + "TN": 4891135, + "TP": 2605, + "n_pred": 8285, + "n_ref": 9681 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0052.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0052.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6545393672228113, + "FN": 1399, + "FP": 4792, + "IoU": 0.4864797611147976, + "TN": 2616424, + "TP": 5865, + "n_pred": 10657, + "n_ref": 7264 + }, + "10": { + "Dice": 0.7676371134020619, + "FN": 7437, + "FP": 6650, + "IoU": 0.6228985972802227, + "TN": 2591124, + "TP": 23269, + "n_pred": 29919, + "n_ref": 30706 + }, + "11": { + "Dice": 0.05357142857142857, + "FN": 0, + "FP": 106, + "IoU": 0.027522935779816515, + "TN": 2628371, + "TP": 3, + "n_pred": 109, + "n_ref": 3 + }, + "12": { + "Dice": 0.7533251062662827, + "FN": 745, + "FP": 1054, + "IoU": 0.6042674879014518, + "TN": 2623934, + "TP": 2747, + "n_pred": 3801, + "n_ref": 3492 + }, + "13": { + "Dice": 0.8699336251941816, + "FN": 1995, + "FP": 2610, + "IoU": 0.7698075481129718, + "TN": 2608475, + "TP": 15400, + "n_pred": 18010, + "n_ref": 17395 + }, + "14": { + "Dice": 0.9480308382445084, + "FN": 1458, + "FP": 4265, + "IoU": 0.9011964159314952, + "TN": 2570557, + "TP": 52200, + "n_pred": 56465, + "n_ref": 53658 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 691, + "IoU": 0.0, + "TN": 2627789, + "TP": 0, + "n_pred": 691, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.7234342012667135, + "FN": 91, + "FP": 302, + "IoU": 0.5667034178610805, + "TN": 2627573, + "TP": 514, + "n_pred": 816, + "n_ref": 605 + }, + "4": { + "Dice": 0.8780405568132557, + "FN": 1686, + "FP": 3378, + "IoU": 0.7825956295882883, + "TN": 2605187, + "TP": 18229, + "n_pred": 21607, + "n_ref": 19915 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9491842731293393, + "FN": 14206, + "FP": 4143, + "IoU": 0.9032832768462832, + "TN": 2438761, + "TP": 171370, + "n_pred": 175513, + "n_ref": 185576 + }, + "7": { + "Dice": 0.9283345030814049, + "FN": 9890, + "FP": 5018, + "IoU": 0.8662539810702912, + "TN": 2517015, + "TP": 96557, + "n_pred": 101575, + "n_ref": 106447 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.5688129386634116, + "FN": 68, + "FP": 1345, + "IoU": 0.3974413646055437, + "TN": 2626135, + "TP": 932, + "n_pred": 2277, + "n_ref": 1000 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0066.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0066.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9232230427787792, + "FN": 359, + "FP": 3602, + "IoU": 0.8573948732718893, + "TN": 2075008, + "TP": 23815, + "n_pred": 27417, + "n_ref": 24174 + }, + "10": { + "Dice": 0.6297655128409635, + "FN": 1358, + "FP": 963, + "IoU": 0.459604190919674, + "TN": 2098489, + "TP": 1974, + "n_pred": 2937, + "n_ref": 3332 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.07977437550362611, + "FN": 389, + "FP": 1895, + "IoU": 0.04154427192614352, + "TN": 2100401, + "TP": 99, + "n_pred": 1994, + "n_ref": 488 + }, + "13": { + "Dice": 0.39719898852363356, + "FN": 3836, + "FP": 2362, + "IoU": 0.24781553398058254, + "TN": 2094544, + "TP": 2042, + "n_pred": 4404, + "n_ref": 5878 + }, + "14": { + "Dice": 0.9396995099825861, + "FN": 3720, + "FP": 6703, + "IoU": 0.8862577343212894, + "TN": 2011147, + "TP": 81214, + "n_pred": 87917, + "n_ref": 84934 + }, + "15": { + "Dice": 0.4984132286621012, + "FN": 815, + "FP": 5191, + "IoU": 0.33192436040044493, + "TN": 2093794, + "TP": 2984, + "n_pred": 8175, + "n_ref": 3799 + }, + "2": { + "Dice": 0.6041666666666666, + "FN": 68, + "FP": 8, + "IoU": 0.43283582089552236, + "TN": 2102650, + "TP": 58, + "n_pred": 66, + "n_ref": 126 + }, + "3": { + "Dice": 0.9222614840989399, + "FN": 265, + "FP": 1495, + "IoU": 0.8557377049180328, + "TN": 2090584, + "TP": 10440, + "n_pred": 11935, + "n_ref": 10705 + }, + "4": { + "Dice": 0.8877374784110535, + "FN": 1187, + "FP": 113, + "IoU": 0.7981366459627329, + "TN": 2096344, + "TP": 5140, + "n_pred": 5253, + "n_ref": 6327 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9556348406111843, + "FN": 3005, + "FP": 3859, + "IoU": 0.9150389899740067, + "TN": 2021994, + "TP": 73926, + "n_pred": 77785, + "n_ref": 76931 + }, + "7": { + "Dice": 0.501727636702682, + "FN": 9042, + "FP": 43, + "IoU": 0.3348707811699246, + "TN": 2089125, + "TP": 4574, + "n_pred": 4617, + "n_ref": 13616 + }, + "8": { + "Dice": 0.7033558900704323, + "FN": 8062, + "FP": 530, + "IoU": 0.5424432846948557, + "TN": 2084006, + "TP": 10186, + "n_pred": 10716, + "n_ref": 18248 + }, + "9": { + "Dice": 0.03698384201077199, + "FN": 2606, + "FP": 2758, + "IoU": 0.0188403146149625, + "TN": 2097317, + "TP": 103, + "n_pred": 2861, + "n_ref": 2709 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0076.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0076.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.26956448228956126, + "FN": 188524, + "FP": 1566, + "IoU": 0.15577840348898148, + "TN": 3805170, + "TP": 35076, + "n_pred": 36642, + "n_ref": 223600 + }, + "10": { + "Dice": 0.45549738219895286, + "FN": 199, + "FP": 9, + "IoU": 0.29491525423728815, + "TN": 4030041, + "TP": 87, + "n_pred": 96, + "n_ref": 286 + }, + "11": { + "Dice": 0.6874659103305334, + "FN": 1083, + "FP": 1782, + "IoU": 0.5237699468085106, + "TN": 4024320, + "TP": 3151, + "n_pred": 4933, + "n_ref": 4234 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 4030333, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4030336, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8673256001000912, + "FN": 7103, + "FP": 320, + "IoU": 0.7657325001577984, + "TN": 3998650, + "TP": 24263, + "n_pred": 24583, + "n_ref": 31366 + }, + "15": { + "Dice": 0.43840067390715726, + "FN": 892, + "FP": 36442, + "IoU": 0.280738257619543, + "TN": 3978430, + "TP": 14572, + "n_pred": 51014, + "n_ref": 15464 + }, + "2": { + "Dice": 0.8403438863390622, + "FN": 5173, + "FP": 15942, + "IoU": 0.724649209743884, + "TN": 3953652, + "TP": 55569, + "n_pred": 71511, + "n_ref": 60742 + }, + "3": { + "Dice": 0.6619794218520333, + "FN": 12741, + "FP": 1057, + "IoU": 0.49474532205500016, + "TN": 4003027, + "TP": 13511, + "n_pred": 14568, + "n_ref": 26252 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 133, + "IoU": 0.0, + "TN": 4030203, + "TP": 0, + "n_pred": 133, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4030336, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7200153775792244, + "FN": 4331, + "FP": 206874, + "IoU": 0.5625187716845321, + "TN": 3547561, + "TP": 271570, + "n_pred": 478444, + "n_ref": 275901 + }, + "7": { + "Dice": 0.8849821709926197, + "FN": 395, + "FP": 992, + "IoU": 0.7936932916852596, + "TN": 4023613, + "TP": 5336, + "n_pred": 6328, + "n_ref": 5731 + }, + "8": { + "Dice": 0.8275862068965517, + "FN": 831, + "FP": 124, + "IoU": 0.7058823529411765, + "TN": 4027089, + "TP": 2292, + "n_pred": 2416, + "n_ref": 3123 + }, + "9": { + "Dice": 0.8080143540669856, + "FN": 1021, + "FP": 2189, + "IoU": 0.6778725539387858, + "TN": 4020371, + "TP": 6755, + "n_pred": 8944, + "n_ref": 7776 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0077.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0077.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9134900707601005, + "FN": 223, + "FP": 156, + "IoU": 0.8407563025210084, + "TN": 2626100, + "TP": 2001, + "n_pred": 2157, + "n_ref": 2224 + }, + "10": { + "Dice": 0.8611576145127205, + "FN": 4024, + "FP": 1035, + "IoU": 0.7561692693271641, + "TN": 2607732, + "TP": 15689, + "n_pred": 16724, + "n_ref": 19713 + }, + "11": { + "Dice": 0.8009049773755657, + "FN": 54, + "FP": 34, + "IoU": 0.6679245283018868, + "TN": 2628215, + "TP": 177, + "n_pred": 211, + "n_ref": 231 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 42, + "IoU": 0.0, + "TN": 2628438, + "TP": 0, + "n_pred": 42, + "n_ref": 0 + }, + "13": { + "Dice": 0.8518183189980383, + "FN": 452, + "FP": 5440, + "IoU": 0.7418846103298725, + "TN": 2605653, + "TP": 16935, + "n_pred": 22375, + "n_ref": 17387 + }, + "14": { + "Dice": 0.9588287727677896, + "FN": 3865, + "FP": 1031, + "IoU": 0.9209136285072771, + "TN": 2566573, + "TP": 57011, + "n_pred": 58042, + "n_ref": 60876 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9294477711244178, + "FN": 712, + "FP": 1939, + "IoU": 0.868194699945309, + "TN": 2608367, + "TP": 17462, + "n_pred": 19401, + "n_ref": 18174 + }, + "3": { + "Dice": 0.954189318835945, + "FN": 2673, + "FP": 4203, + "IoU": 0.9123920189587952, + "TN": 2549994, + "TP": 71610, + "n_pred": 75813, + "n_ref": 74283 + }, + "4": { + "Dice": 0.9416032375081252, + "FN": 821, + "FP": 1964, + "IoU": 0.8896505269831206, + "TN": 2603242, + "TP": 22453, + "n_pred": 24417, + "n_ref": 23274 + }, + "5": { + "Dice": 0.6024590163934426, + "FN": 0, + "FP": 194, + "IoU": 0.4310850439882698, + "TN": 2628139, + "TP": 147, + "n_pred": 341, + "n_ref": 147 + }, + "6": { + "Dice": 0.9576070426716591, + "FN": 9198, + "FP": 4796, + "IoU": 0.9186622337952199, + "TN": 2456432, + "TP": 158054, + "n_pred": 162850, + "n_ref": 167252 + }, + "7": { + "Dice": 0.9761618013467193, + "FN": 1506, + "FP": 3383, + "IoU": 0.9534336603486047, + "TN": 2523490, + "TP": 100101, + "n_pred": 103484, + "n_ref": 101607 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 2628479, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "9": { + "Dice": 0.8645096215977683, + "FN": 1505, + "FP": 7092, + "IoU": 0.7613535420830557, + "TN": 2592456, + "TP": 27427, + "n_pred": 34519, + "n_ref": 28932 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0078.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0078.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5555555555555556, + "FN": 0, + "FP": 32, + "IoU": 0.38461538461538464, + "TN": 2978892, + "TP": 20, + "n_pred": 52, + "n_ref": 20 + }, + "10": { + "Dice": 0.8408231835363292, + "FN": 377, + "FP": 2, + "IoU": 0.7253623188405797, + "TN": 2977564, + "TP": 1001, + "n_pred": 1003, + "n_ref": 1378 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 57, + "IoU": 0.0, + "TN": 2978887, + "TP": 0, + "n_pred": 57, + "n_ref": 0 + }, + "12": { + "Dice": 0.7012401352874859, + "FN": 465, + "FP": 65, + "IoU": 0.5399305555555556, + "TN": 2977792, + "TP": 622, + "n_pred": 687, + "n_ref": 1087 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.6943599981850356, + "FN": 11334, + "FP": 2138, + "IoU": 0.5318158123370982, + "TN": 2950169, + "TP": 15303, + "n_pred": 17441, + "n_ref": 26637 + }, + "15": { + "Dice": 0.4366152593731627, + "FN": 528, + "FP": 11929, + "IoU": 0.2792756306410553, + "TN": 2961660, + "TP": 4827, + "n_pred": 16756, + "n_ref": 5355 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9510139481214087, + "FN": 1378, + "FP": 4905, + "IoU": 0.9066030443572363, + "TN": 2911672, + "TP": 60989, + "n_pred": 65894, + "n_ref": 62367 + }, + "4": { + "Dice": 0.539214163690014, + "FN": 2021, + "FP": 3913, + "IoU": 0.3691260897299596, + "TN": 2969538, + "TP": 3472, + "n_pred": 7385, + "n_ref": 5493 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9470196447793326, + "FN": 1084, + "FP": 8366, + "IoU": 0.8993706673481775, + "TN": 2885035, + "TP": 84459, + "n_pred": 92825, + "n_ref": 85543 + }, + "7": { + "Dice": 0.6125028697989116, + "FN": 20268, + "FP": 37118, + "IoU": 0.4414444228148725, + "TN": 2876204, + "TP": 45354, + "n_pred": 82472, + "n_ref": 65622 + }, + "8": { + "Dice": 0.557188603333607, + "FN": 5365, + "FP": 28, + "IoU": 0.38618256316867744, + "TN": 2970158, + "TP": 3393, + "n_pred": 3421, + "n_ref": 8758 + }, + "9": { + "Dice": 0.8866846361185984, + "FN": 418, + "FP": 633, + "IoU": 0.7964361805152044, + "TN": 2973781, + "TP": 4112, + "n_pred": 4745, + "n_ref": 4530 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0105.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0105.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9728577518829047, + "FN": 1583, + "FP": 709, + "IoU": 0.9471499723298284, + "TN": 1708952, + "TP": 41076, + "n_pred": 41785, + "n_ref": 42659 + }, + "10": { + "Dice": 0.8893291433255909, + "FN": 2784, + "FP": 2076, + "IoU": 0.800713494894821, + "TN": 1727933, + "TP": 19527, + "n_pred": 21603, + "n_ref": 22311 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.4536266349583829, + "FN": 1404, + "FP": 434, + "IoU": 0.2933487120338331, + "TN": 1749719, + "TP": 763, + "n_pred": 1197, + "n_ref": 2167 + }, + "13": { + "Dice": 0.34449093444909346, + "FN": 1904, + "FP": 916, + "IoU": 0.2080876158382477, + "TN": 1748759, + "TP": 741, + "n_pred": 1657, + "n_ref": 2645 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 6481, + "IoU": 0.0, + "TN": 1745839, + "TP": 0, + "n_pred": 6481, + "n_ref": 0 + }, + "15": { + "Dice": 0.8428675512772393, + "FN": 19821, + "FP": 1530, + "IoU": 0.728410608662469, + "TN": 1673705, + "TP": 57264, + "n_pred": 58794, + "n_ref": 77085 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 42, + "IoU": 0.0, + "TN": 1752278, + "TP": 0, + "n_pred": 42, + "n_ref": 0 + }, + "3": { + "Dice": 0.945113867948794, + "FN": 3119, + "FP": 2429, + "IoU": 0.8959392291100066, + "TN": 1699005, + "TP": 47767, + "n_pred": 50196, + "n_ref": 50886 + }, + "4": { + "Dice": 0.0, + "FN": 10, + "FP": 0, + "IoU": 0.0, + "TN": 1752310, + "TP": 0, + "n_pred": 0, + "n_ref": 10 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9745455390766656, + "FN": 3032, + "FP": 1348, + "IoU": 0.950354770702514, + "TN": 1664094, + "TP": 83846, + "n_pred": 85194, + "n_ref": 86878 + }, + "7": { + "Dice": 0.9243122152583755, + "FN": 3699, + "FP": 2315, + "IoU": 0.8592755522276301, + "TN": 1709584, + "TP": 36722, + "n_pred": 39037, + "n_ref": 40421 + }, + "8": { + "Dice": 0.9374759933421536, + "FN": 270, + "FP": 1195, + "IoU": 0.882310411311054, + "TN": 1739872, + "TP": 10983, + "n_pred": 12178, + "n_ref": 11253 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0133.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0133.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9834511340089132, + "FN": 298, + "FP": 285, + "IoU": 0.9674410812018318, + "TN": 4362894, + "TP": 17323, + "n_pred": 17608, + "n_ref": 17621 + }, + "10": { + "Dice": 0.8644438149961559, + "FN": 1567, + "FP": 5133, + "IoU": 0.761251469906995, + "TN": 4352737, + "TP": 21363, + "n_pred": 26496, + "n_ref": 22930 + }, + "11": { + "Dice": 0.7996131528046422, + "FN": 543, + "FP": 493, + "IoU": 0.6661295520464067, + "TN": 4377697, + "TP": 2067, + "n_pred": 2560, + "n_ref": 2610 + }, + "12": { + "Dice": 0.48297213622291024, + "FN": 269, + "FP": 65, + "IoU": 0.3183673469387755, + "TN": 4380310, + "TP": 156, + "n_pred": 221, + "n_ref": 425 + }, + "13": { + "Dice": 0.9055478934021444, + "FN": 1704, + "FP": 2542, + "IoU": 0.8273983739837398, + "TN": 4356200, + "TP": 20354, + "n_pred": 22896, + "n_ref": 22058 + }, + "14": { + "Dice": 0.06034921173080183, + "FN": 155, + "FP": 5388, + "IoU": 0.031113441705995455, + "TN": 4375079, + "TP": 178, + "n_pred": 5566, + "n_ref": 333 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4380800, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9664494834346113, + "FN": 1948, + "FP": 1569, + "IoU": 0.9350771616333161, + "TN": 4326628, + "TP": 50655, + "n_pred": 52224, + "n_ref": 52603 + }, + "3": { + "Dice": 0.9645286862880634, + "FN": 918, + "FP": 2982, + "IoU": 0.9314875974984189, + "TN": 4323876, + "TP": 53024, + "n_pred": 56006, + "n_ref": 53942 + }, + "4": { + "Dice": 0.9107150852997806, + "FN": 3852, + "FP": 136, + "IoU": 0.8360669215275208, + "TN": 4356473, + "TP": 20339, + "n_pred": 20475, + "n_ref": 24191 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 31, + "IoU": 0.0, + "TN": 4380769, + "TP": 0, + "n_pred": 31, + "n_ref": 0 + }, + "6": { + "Dice": 0.9820564199361633, + "FN": 3071, + "FP": 5266, + "IoU": 0.9647454330175913, + "TN": 4144320, + "TP": 228143, + "n_pred": 233409, + "n_ref": 231214 + }, + "7": { + "Dice": 0.8212729807440969, + "FN": 7869, + "FP": 8541, + "IoU": 0.6967456988154418, + "TN": 4326687, + "TP": 37703, + "n_pred": 46244, + "n_ref": 45572 + }, + "8": { + "Dice": 0.908761110103392, + "FN": 326, + "FP": 177, + "IoU": 0.832779255319149, + "TN": 4377792, + "TP": 2505, + "n_pred": 2682, + "n_ref": 2831 + }, + "9": { + "Dice": 0.9435521820078974, + "FN": 460, + "FP": 2299, + "IoU": 0.8931365713843056, + "TN": 4354982, + "TP": 23059, + "n_pred": 25358, + "n_ref": 23519 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0170.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0170.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 482, + "IoU": 0.0, + "TN": 2102302, + "TP": 0, + "n_pred": 482, + "n_ref": 0 + }, + "10": { + "Dice": 0.3904095904095904, + "FN": 1957, + "FP": 1094, + "IoU": 0.24255213505461767, + "TN": 2098756, + "TP": 977, + "n_pred": 2071, + "n_ref": 2934 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5641714221774645, + "FN": 2427, + "FP": 1468, + "IoU": 0.39292394014962595, + "TN": 2096368, + "TP": 2521, + "n_pred": 3989, + "n_ref": 4948 + }, + "14": { + "Dice": 0.5701006971340047, + "FN": 2637, + "FP": 138, + "IoU": 0.39869989165763814, + "TN": 2098169, + "TP": 1840, + "n_pred": 1978, + "n_ref": 4477 + }, + "15": { + "Dice": 0.9210640765439257, + "FN": 1062, + "FP": 1116, + "IoU": 0.8536781995297279, + "TN": 2087899, + "TP": 12707, + "n_pred": 13823, + "n_ref": 13769 + }, + "2": { + "Dice": 0.9778857215901828, + "FN": 397, + "FP": 814, + "IoU": 0.9567283641820911, + "TN": 2074798, + "TP": 26775, + "n_pred": 27589, + "n_ref": 27172 + }, + "3": { + "Dice": 0.9681263321061809, + "FN": 346, + "FP": 970, + "IoU": 0.9382217632147216, + "TN": 2081482, + "TP": 19986, + "n_pred": 20956, + "n_ref": 20332 + }, + "4": { + "Dice": 0.7430775188794939, + "FN": 2499, + "FP": 13423, + "IoU": 0.5911880247515855, + "TN": 2063837, + "TP": 23025, + "n_pred": 36448, + "n_ref": 25524 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9156840793057177, + "FN": 15986, + "FP": 5252, + "IoU": 0.8444808951245588, + "TN": 1966222, + "TP": 115324, + "n_pred": 120576, + "n_ref": 131310 + }, + "7": { + "Dice": 0.19382504288164665, + "FN": 5, + "FP": 935, + "IoU": 0.10731244064577398, + "TN": 2101731, + "TP": 113, + "n_pred": 1048, + "n_ref": 118 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0224.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0224.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9272449853001377, + "FN": 687, + "FP": 1268, + "IoU": 0.8643585651842087, + "TN": 1737907, + "TP": 12458, + "n_pred": 13726, + "n_ref": 13145 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.695409320998429, + "FN": 761, + "FP": 984, + "IoU": 0.533047899384533, + "TN": 1748583, + "TP": 1992, + "n_pred": 2976, + "n_ref": 2753 + }, + "13": { + "Dice": 0.0, + "FN": 266, + "FP": 0, + "IoU": 0.0, + "TN": 1752054, + "TP": 0, + "n_pred": 0, + "n_ref": 266 + }, + "14": { + "Dice": 0.22689518378478893, + "FN": 8087, + "FP": 41803, + "IoU": 0.12796490185453846, + "TN": 1695109, + "TP": 7321, + "n_pred": 49124, + "n_ref": 15408 + }, + "15": { + "Dice": 0.671662888385118, + "FN": 12311, + "FP": 0, + "IoU": 0.5056418905352769, + "TN": 1727417, + "TP": 12592, + "n_pred": 12592, + "n_ref": 24903 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9417870036101083, + "FN": 309, + "FP": 723, + "IoU": 0.8899786780383795, + "TN": 1742940, + "TP": 8348, + "n_pred": 9071, + "n_ref": 8657 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7383773928896992, + "FN": 789, + "FP": 72, + "IoU": 0.5852601156069365, + "TN": 1750244, + "TP": 1215, + "n_pred": 1287, + "n_ref": 2004 + }, + "7": { + "Dice": 0.9638143563722098, + "FN": 1054, + "FP": 1770, + "IoU": 0.9301560606435337, + "TN": 1711887, + "TP": 37609, + "n_pred": 39379, + "n_ref": 38663 + }, + "8": { + "Dice": 0.9523052932003413, + "FN": 783, + "FP": 838, + "IoU": 0.9089530442597169, + "TN": 1734516, + "TP": 16183, + "n_pred": 17021, + "n_ref": 16966 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0230.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0230.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9652710641778836, + "FN": 99, + "FP": 368, + "IoU": 0.9328733649561592, + "TN": 3322451, + "TP": 6490, + "n_pred": 6858, + "n_ref": 6589 + }, + "10": { + "Dice": 0.0, + "FN": 6, + "FP": 0, + "IoU": 0.0, + "TN": 3329402, + "TP": 0, + "n_pred": 0, + "n_ref": 6 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.15267340261047788, + "FN": 2388, + "FP": 21177, + "IoU": 0.08264559327312364, + "TN": 3303720, + "TP": 2123, + "n_pred": 23300, + "n_ref": 4511 + }, + "15": { + "Dice": 0.11927181418706842, + "FN": 850, + "FP": 553, + "IoU": 0.06341789052069426, + "TN": 3327910, + "TP": 95, + "n_pred": 648, + "n_ref": 945 + }, + "2": { + "Dice": 0.9493348335429215, + "FN": 6848, + "FP": 2338, + "IoU": 0.9035560175123626, + "TN": 3234161, + "TP": 86061, + "n_pred": 88399, + "n_ref": 92909 + }, + "3": { + "Dice": 0.02912230215827338, + "FN": 39, + "FP": 16830, + "IoU": 0.014776311178600631, + "TN": 3312286, + "TP": 253, + "n_pred": 17083, + "n_ref": 292 + }, + "4": { + "Dice": 0.6969768354927366, + "FN": 2771, + "FP": 20383, + "IoU": 0.5348921296854284, + "TN": 3279626, + "TP": 26628, + "n_pred": 47011, + "n_ref": 29399 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9726143004351594, + "FN": 2980, + "FP": 9059, + "IoU": 0.9466885716310047, + "TN": 3103584, + "TP": 213785, + "n_pred": 222844, + "n_ref": 216765 + }, + "7": { + "Dice": 0.11314432781100527, + "FN": 3719, + "FP": 105860, + "IoU": 0.05996448455421253, + "TN": 3212839, + "TP": 6990, + "n_pred": 112850, + "n_ref": 10709 + }, + "8": { + "Dice": 0.12698412698412698, + "FN": 770, + "FP": 0, + "IoU": 0.06779661016949153, + "TN": 3328582, + "TP": 56, + "n_pred": 56, + "n_ref": 826 + }, + "9": { + "Dice": 0.6117143797301744, + "FN": 57, + "FP": 2303, + "IoU": 0.44062574069684757, + "TN": 3325189, + "TP": 1859, + "n_pred": 4162, + "n_ref": 1916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0264.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0264.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9665555302449833, + "FN": 537, + "FP": 1078, + "IoU": 0.9352757294004489, + "TN": 2953992, + "TP": 23337, + "n_pred": 24415, + "n_ref": 23874 + }, + "10": { + "Dice": 0.744370688533125, + "FN": 10145, + "FP": 1639, + "IoU": 0.5928267855291801, + "TN": 2950003, + "TP": 17157, + "n_pred": 18796, + "n_ref": 27302 + }, + "11": { + "Dice": 0.7564819522114896, + "FN": 1134, + "FP": 303, + "IoU": 0.6083401471790678, + "TN": 2975275, + "TP": 2232, + "n_pred": 2535, + "n_ref": 3366 + }, + "12": { + "Dice": 0.5537132506618364, + "FN": 1696, + "FP": 1507, + "IoU": 0.3828516377649326, + "TN": 2973754, + "TP": 1987, + "n_pred": 3494, + "n_ref": 3683 + }, + "13": { + "Dice": 0.8325310362300481, + "FN": 419, + "FP": 1564, + "IoU": 0.7131076388888888, + "TN": 2972032, + "TP": 4929, + "n_pred": 6493, + "n_ref": 5348 + }, + "14": { + "Dice": 0.9763688832191824, + "FN": 2894, + "FP": 922, + "IoU": 0.9538288424542342, + "TN": 2896295, + "TP": 78833, + "n_pred": 79755, + "n_ref": 81727 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8082883794569626, + "FN": 22355, + "FP": 1136, + "IoU": 0.678258368487372, + "TN": 2905932, + "TP": 49521, + "n_pred": 50657, + "n_ref": 71876 + }, + "3": { + "Dice": 0.9565581915290026, + "FN": 1309, + "FP": 1489, + "IoU": 0.9167336249739606, + "TN": 2945341, + "TP": 30805, + "n_pred": 32294, + "n_ref": 32114 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 4634, + "IoU": 0.0, + "TN": 2974310, + "TP": 0, + "n_pred": 4634, + "n_ref": 0 + }, + "5": { + "Dice": 0.5973542511467128, + "FN": 469, + "FP": 5588, + "IoU": 0.42587677725118483, + "TN": 2968394, + "TP": 4493, + "n_pred": 10081, + "n_ref": 4962 + }, + "6": { + "Dice": 0.9642400650708808, + "FN": 2702, + "FP": 2222, + "IoU": 0.9309493759641004, + "TN": 2907634, + "TP": 66386, + "n_pred": 68608, + "n_ref": 69088 + }, + "7": { + "Dice": 0.8174785198370589, + "FN": 1972, + "FP": 8692, + "IoU": 0.6913012013315964, + "TN": 2944399, + "TP": 23881, + "n_pred": 32573, + "n_ref": 25853 + }, + "8": { + "Dice": 0.9558760326631967, + "FN": 1790, + "FP": 1906, + "IoU": 0.9154813629087583, + "TN": 2935214, + "TP": 40034, + "n_pred": 41940, + "n_ref": 41824 + }, + "9": { + "Dice": 0.9409141583054627, + "FN": 504, + "FP": 344, + "IoU": 0.888421052631579, + "TN": 2971344, + "TP": 6752, + "n_pred": 7096, + "n_ref": 7256 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0274.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0274.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9480438184663537, + "FN": 149, + "FP": 183, + "IoU": 0.9012198750371914, + "TN": 2274655, + "TP": 3029, + "n_pred": 3212, + "n_ref": 3178 + }, + "10": { + "Dice": 0.7095214883418637, + "FN": 7807, + "FP": 6495, + "IoU": 0.5498127105039504, + "TN": 2246247, + "TP": 17467, + "n_pred": 23962, + "n_ref": 25274 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6790123456790124, + "FN": 38, + "FP": 14, + "IoU": 0.514018691588785, + "TN": 2277909, + "TP": 55, + "n_pred": 69, + "n_ref": 93 + }, + "13": { + "Dice": 0.6502358042897399, + "FN": 15951, + "FP": 8004, + "IoU": 0.4817402968283501, + "TN": 2231794, + "TP": 22267, + "n_pred": 30271, + "n_ref": 38218 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9279726651480638, + "FN": 485, + "FP": 2677, + "IoU": 0.8656240703752497, + "TN": 2254485, + "TP": 20369, + "n_pred": 23046, + "n_ref": 20854 + }, + "3": { + "Dice": 0.922943722943723, + "FN": 56, + "FP": 33, + "IoU": 0.8569131832797428, + "TN": 2277394, + "TP": 533, + "n_pred": 566, + "n_ref": 589 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 571, + "IoU": 0.0, + "TN": 2277445, + "TP": 0, + "n_pred": 571, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9738234435271271, + "FN": 9510, + "FP": 3309, + "IoU": 0.948982353362572, + "TN": 2026750, + "TP": 238447, + "n_pred": 241756, + "n_ref": 247957 + }, + "7": { + "Dice": 0.47414399036047794, + "FN": 470, + "FP": 4767, + "IoU": 0.31073966833377203, + "TN": 2270418, + "TP": 2361, + "n_pred": 7128, + "n_ref": 2831 + }, + "8": { + "Dice": 0.8387872166074843, + "FN": 4909, + "FP": 993, + "IoU": 0.7223372224313135, + "TN": 2256760, + "TP": 15354, + "n_pred": 16347, + "n_ref": 20263 + }, + "9": { + "Dice": 0.7688071590126856, + "FN": 945, + "FP": 6108, + "IoU": 0.6244408945686901, + "TN": 2259236, + "TP": 11727, + "n_pred": 17835, + "n_ref": 12672 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0279.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0279.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 541, + "IoU": 0.0, + "TN": 2803171, + "TP": 0, + "n_pred": 541, + "n_ref": 0 + }, + "10": { + "Dice": 0.8220995994705448, + "FN": 3712, + "FP": 6637, + "IoU": 0.697936429176031, + "TN": 2769451, + "TP": 23912, + "n_pred": 30549, + "n_ref": 27624 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6826848998459168, + "FN": 5886, + "FP": 704, + "IoU": 0.5182396374003948, + "TN": 2790033, + "TP": 7089, + "n_pred": 7793, + "n_ref": 12975 + }, + "14": { + "Dice": 0.8933635900523318, + "FN": 11158, + "FP": 355, + "IoU": 0.8072783273908167, + "TN": 2743973, + "TP": 48226, + "n_pred": 48581, + "n_ref": 59384 + }, + "15": { + "Dice": 0.8323769254001813, + "FN": 105, + "FP": 450, + "IoU": 0.7128815312984997, + "TN": 2801779, + "TP": 1378, + "n_pred": 1828, + "n_ref": 1483 + }, + "2": { + "Dice": 0.7774538386783285, + "FN": 0, + "FP": 229, + "IoU": 0.6359300476947536, + "TN": 2803083, + "TP": 400, + "n_pred": 629, + "n_ref": 400 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.752105530187722, + "FN": 3333, + "FP": 1553, + "IoU": 0.6026996259554399, + "TN": 2791414, + "TP": 7412, + "n_pred": 8965, + "n_ref": 10745 + }, + "6": { + "Dice": 0.9157234167411221, + "FN": 828, + "FP": 31054, + "IoU": 0.8445478126889396, + "TN": 2598620, + "TP": 173210, + "n_pred": 204264, + "n_ref": 174038 + }, + "7": { + "Dice": 0.5358064119886992, + "FN": 316, + "FP": 3463, + "IoU": 0.36593959731543624, + "TN": 2797752, + "TP": 2181, + "n_pred": 5644, + "n_ref": 2497 + }, + "8": { + "Dice": 0.9374326065802278, + "FN": 990, + "FP": 1389, + "IoU": 0.8822335527944161, + "TN": 2783511, + "TP": 17822, + "n_pred": 19211, + "n_ref": 18812 + }, + "9": { + "Dice": 0.706183050458057, + "FN": 2418, + "FP": 7813, + "IoU": 0.54581372636065, + "TN": 2781186, + "TP": 12295, + "n_pred": 20108, + "n_ref": 14713 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0296.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0296.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8893693693693694, + "FN": 84, + "FP": 223, + "IoU": 0.8007787151200519, + "TN": 1926011, + "TP": 1234, + "n_pred": 1457, + "n_ref": 1318 + }, + "10": { + "Dice": 0.7968399701078254, + "FN": 4400, + "FP": 1309, + "IoU": 0.6622892635314995, + "TN": 1910647, + "TP": 11196, + "n_pred": 12505, + "n_ref": 15596 + }, + "11": { + "Dice": 0.7658660417887131, + "FN": 188, + "FP": 1011, + "IoU": 0.6205696202531645, + "TN": 1924392, + "TP": 1961, + "n_pred": 2972, + "n_ref": 2149 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 269, + "IoU": 0.0, + "TN": 1927283, + "TP": 0, + "n_pred": 269, + "n_ref": 0 + }, + "14": { + "Dice": 0.288, + "FN": 0, + "FP": 89, + "IoU": 0.16822429906542055, + "TN": 1927445, + "TP": 18, + "n_pred": 107, + "n_ref": 18 + }, + "15": { + "Dice": 0.8626696590787646, + "FN": 3365, + "FP": 1775, + "IoU": 0.7585040405938733, + "TN": 1906268, + "TP": 16144, + "n_pred": 17919, + "n_ref": 19509 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9825429213297884, + "FN": 2684, + "FP": 4092, + "IoU": 0.9656848843333469, + "TN": 1730088, + "TP": 190688, + "n_pred": 194780, + "n_ref": 193372 + }, + "7": { + "Dice": 0.9149147227288726, + "FN": 1414, + "FP": 1245, + "IoU": 0.8431731052786788, + "TN": 1910597, + "TP": 14296, + "n_pred": 15541, + "n_ref": 15710 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7444108761329306, + "FN": 119, + "FP": 304, + "IoU": 0.5928777670837344, + "TN": 1926513, + "TP": 616, + "n_pred": 920, + "n_ref": 735 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0299.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0299.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9495285792878417, + "FN": 3505, + "FP": 7137, + "IoU": 0.9039071035784265, + "TN": 2342501, + "TP": 100105, + "n_pred": 107242, + "n_ref": 103610 + }, + "10": { + "Dice": 0.03923954372623574, + "FN": 189, + "FP": 6128, + "IoU": 0.020012410797393732, + "TN": 2446802, + "TP": 129, + "n_pred": 6257, + "n_ref": 318 + }, + "11": { + "Dice": 0.6352459016393442, + "FN": 318, + "FP": 38, + "IoU": 0.46546546546546547, + "TN": 2452582, + "TP": 310, + "n_pred": 348, + "n_ref": 628 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8891219843277596, + "FN": 797, + "FP": 1000, + "IoU": 0.800377693845812, + "TN": 2444246, + "TP": 7205, + "n_pred": 8205, + "n_ref": 8002 + }, + "14": { + "Dice": 0.884329178310151, + "FN": 6435, + "FP": 933, + "IoU": 0.7926434581937917, + "TN": 2417715, + "TP": 28165, + "n_pred": 29098, + "n_ref": 34600 + }, + "15": { + "Dice": 0.807977207977208, + "FN": 296, + "FP": 41, + "IoU": 0.6778202676864244, + "TN": 2452202, + "TP": 709, + "n_pred": 750, + "n_ref": 1005 + }, + "2": { + "Dice": 0.9645361209315733, + "FN": 3561, + "FP": 622, + "IoU": 0.9315014656033537, + "TN": 2392181, + "TP": 56884, + "n_pred": 57506, + "n_ref": 60445 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 976, + "IoU": 0.0, + "TN": 2452272, + "TP": 0, + "n_pred": 976, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 7, + "FP": 0, + "IoU": 0.0, + "TN": 2453241, + "TP": 0, + "n_pred": 0, + "n_ref": 7 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8750961361566179, + "FN": 137969, + "FP": 1212, + "IoU": 0.7779297096257956, + "TN": 1826505, + "TP": 487562, + "n_pred": 488774, + "n_ref": 625531 + }, + "7": { + "Dice": 0.015335663241354129, + "FN": 416, + "FP": 18461, + "IoU": 0.007727081581160639, + "TN": 2434224, + "TP": 147, + "n_pred": 18608, + "n_ref": 563 + }, + "8": { + "Dice": 0.15274081958488558, + "FN": 161, + "FP": 3023, + "IoU": 0.08268510515701527, + "TN": 2449777, + "TP": 287, + "n_pred": 3310, + "n_ref": 448 + }, + "9": { + "Dice": 0.6550230946882217, + "FN": 1841, + "FP": 549, + "IoU": 0.48701438076840525, + "TN": 2448589, + "TP": 2269, + "n_pred": 2818, + "n_ref": 4110 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0317.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0317.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9343523344896029, + "FN": 1126, + "FP": 2413, + "IoU": 0.8767929257763543, + "TN": 2774988, + "TP": 25185, + "n_pred": 27598, + "n_ref": 26311 + }, + "11": { + "Dice": 0.7380330722367275, + "FN": 215, + "FP": 86, + "IoU": 0.5848275862068966, + "TN": 2802987, + "TP": 424, + "n_pred": 510, + "n_ref": 639 + }, + "12": { + "Dice": 0.6920481927710843, + "FN": 514, + "FP": 125, + "IoU": 0.529108327192336, + "TN": 2802355, + "TP": 718, + "n_pred": 843, + "n_ref": 1232 + }, + "13": { + "Dice": 0.8057834383356751, + "FN": 1109, + "FP": 3176, + "IoU": 0.6747381205404585, + "TN": 2790538, + "TP": 8889, + "n_pred": 12065, + "n_ref": 9998 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.8784176847004073, + "FN": 10, + "FP": 199, + "IoU": 0.783195020746888, + "TN": 2802748, + "TP": 755, + "n_pred": 954, + "n_ref": 765 + }, + "4": { + "Dice": 0.3320013101867016, + "FN": 788, + "FP": 9409, + "IoU": 0.19904170921373027, + "TN": 2790981, + "TP": 2534, + "n_pred": 11943, + "n_ref": 3322 + }, + "5": { + "Dice": 0.5455445544554456, + "FN": 34, + "FP": 884, + "IoU": 0.3750850918992512, + "TN": 2802243, + "TP": 551, + "n_pred": 1435, + "n_ref": 585 + }, + "6": { + "Dice": 0.9627377617025216, + "FN": 3834, + "FP": 17100, + "IoU": 0.9281527140935175, + "TN": 2512344, + "TP": 270434, + "n_pred": 287534, + "n_ref": 274268 + }, + "7": { + "Dice": 0.9438890148626085, + "FN": 27676, + "FP": 4988, + "IoU": 0.8937403626568813, + "TN": 2496314, + "TP": 274734, + "n_pred": 279722, + "n_ref": 302410 + }, + "8": { + "Dice": 0.8857600539583509, + "FN": 787, + "FP": 4633, + "IoU": 0.7949455205811138, + "TN": 2777280, + "TP": 21012, + "n_pred": 25645, + "n_ref": 21799 + }, + "9": { + "Dice": 0.907359448602133, + "FN": 2283, + "FP": 2260, + "IoU": 0.8304281288492404, + "TN": 2776921, + "TP": 22248, + "n_pred": 24508, + "n_ref": 24531 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0336.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0336.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.19313134759377837, + "FN": 131452, + "FP": 985, + "IoU": 0.10688731985946172, + "TN": 4057281, + "TP": 15850, + "n_pred": 16835, + "n_ref": 147302 + }, + "10": { + "Dice": 0.8360365642964095, + "FN": 8595, + "FP": 7064, + "IoU": 0.718267033698566, + "TN": 4149987, + "TP": 39922, + "n_pred": 46986, + "n_ref": 48517 + }, + "11": { + "Dice": 0.4077170418006431, + "FN": 513, + "FP": 408, + "IoU": 0.2560581583198708, + "TN": 4204330, + "TP": 317, + "n_pred": 725, + "n_ref": 830 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 221, + "IoU": 0.0, + "TN": 4205347, + "TP": 0, + "n_pred": 221, + "n_ref": 0 + }, + "13": { + "Dice": 0.6766239256023672, + "FN": 888, + "FP": 1407, + "IoU": 0.5112862010221465, + "TN": 4200872, + "TP": 2401, + "n_pred": 3808, + "n_ref": 3289 + }, + "14": { + "Dice": 0.7752478314745973, + "FN": 4019, + "FP": 1785, + "IoU": 0.6329834324016694, + "TN": 4189754, + "TP": 10010, + "n_pred": 11795, + "n_ref": 14029 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 15729, + "IoU": 0.0, + "TN": 4189839, + "TP": 0, + "n_pred": 15729, + "n_ref": 0 + }, + "2": { + "Dice": 0.732979710913672, + "FN": 5295, + "FP": 34977, + "IoU": 0.5785066878780901, + "TN": 4110022, + "TP": 55274, + "n_pred": 90251, + "n_ref": 60569 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2653, + "IoU": 0.0, + "TN": 4202915, + "TP": 0, + "n_pred": 2653, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 5655, + "IoU": 0.0, + "TN": 4199913, + "TP": 0, + "n_pred": 5655, + "n_ref": 0 + }, + "5": { + "Dice": 0.765994361309911, + "FN": 3829, + "FP": 3724, + "IoU": 0.6207381370826011, + "TN": 4185653, + "TP": 12362, + "n_pred": 16086, + "n_ref": 16191 + }, + "6": { + "Dice": 0.49515567679428085, + "FN": 27207, + "FP": 327015, + "IoU": 0.3290411301412677, + "TN": 3677634, + "TP": 173712, + "n_pred": 500727, + "n_ref": 200919 + }, + "7": { + "Dice": 0.7622485550330426, + "FN": 5863, + "FP": 40043, + "IoU": 0.6158332984643708, + "TN": 4086073, + "TP": 73589, + "n_pred": 113632, + "n_ref": 79452 + }, + "8": { + "Dice": 0.9113117836993933, + "FN": 2197, + "FP": 7801, + "IoU": 0.8370732502240691, + "TN": 4144203, + "TP": 51367, + "n_pred": 59168, + "n_ref": 53564 + }, + "9": { + "Dice": 0.9000521467060664, + "FN": 2289, + "FP": 1736, + "IoU": 0.81826801517067, + "TN": 4183420, + "TP": 18123, + "n_pred": 19859, + "n_ref": 20412 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0349.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0349.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9634132086499123, + "FN": 180, + "FP": 133, + "IoU": 0.9294091114118178, + "TN": 2448814, + "TP": 4121, + "n_pred": 4254, + "n_ref": 4301 + }, + "10": { + "Dice": 0.8173774553176429, + "FN": 8246, + "FP": 2074, + "IoU": 0.6911566661678886, + "TN": 2419833, + "TP": 23095, + "n_pred": 25169, + "n_ref": 31341 + }, + "11": { + "Dice": 0.5878962536023055, + "FN": 87, + "FP": 56, + "IoU": 0.4163265306122449, + "TN": 2453003, + "TP": 102, + "n_pred": 158, + "n_ref": 189 + }, + "12": { + "Dice": 0.0, + "FN": 44, + "FP": 0, + "IoU": 0.0, + "TN": 2453204, + "TP": 0, + "n_pred": 0, + "n_ref": 44 + }, + "13": { + "Dice": 0.2380844815902417, + "FN": 90, + "FP": 3283, + "IoU": 0.13512820512820511, + "TN": 2449348, + "TP": 527, + "n_pred": 3810, + "n_ref": 617 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 18, + "IoU": 0.0, + "TN": 2453230, + "TP": 0, + "n_pred": 18, + "n_ref": 0 + }, + "2": { + "Dice": 0.9651640481874202, + "FN": 1167, + "FP": 1343, + "IoU": 0.9326734797886322, + "TN": 2415967, + "TP": 34771, + "n_pred": 36114, + "n_ref": 35938 + }, + "3": { + "Dice": 0.9669109339187139, + "FN": 4134, + "FP": 991, + "IoU": 0.9359415036560215, + "TN": 2373243, + "TP": 74880, + "n_pred": 75871, + "n_ref": 79014 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 9178, + "IoU": 0.0, + "TN": 2444070, + "TP": 0, + "n_pred": 9178, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9832148996173211, + "FN": 4930, + "FP": 6075, + "IoU": 0.9669839765032716, + "TN": 2119925, + "TP": 322318, + "n_pred": 328393, + "n_ref": 327248 + }, + "7": { + "Dice": 0.9192976056902027, + "FN": 13460, + "FP": 6895, + "IoU": 0.8506482548114668, + "TN": 2316959, + "TP": 115934, + "n_pred": 122829, + "n_ref": 129394 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0361.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0361.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9756313595022575, + "FN": 2106, + "FP": 150, + "IoU": 0.9524221270852226, + "TN": 4158151, + "TP": 45161, + "n_pred": 45311, + "n_ref": 47267 + }, + "10": { + "Dice": 0.8214873559778543, + "FN": 4995, + "FP": 6935, + "IoU": 0.6970543423057389, + "TN": 4166188, + "TP": 27450, + "n_pred": 34385, + "n_ref": 32445 + }, + "11": { + "Dice": 0.46153846153846156, + "FN": 18, + "FP": 3, + "IoU": 0.3, + "TN": 4205538, + "TP": 9, + "n_pred": 12, + "n_ref": 27 + }, + "12": { + "Dice": 0.7218023670326537, + "FN": 748, + "FP": 1203, + "IoU": 0.5647032574743418, + "TN": 4201086, + "TP": 2531, + "n_pred": 3734, + "n_ref": 3279 + }, + "13": { + "Dice": 0.8616812344879681, + "FN": 2426, + "FP": 3983, + "IoU": 0.7569770969209768, + "TN": 4179196, + "TP": 19963, + "n_pred": 23946, + "n_ref": 22389 + }, + "14": { + "Dice": 0.9294414999281482, + "FN": 5723, + "FP": 2624, + "IoU": 0.86818375629708, + "TN": 4142245, + "TP": 54976, + "n_pred": 57600, + "n_ref": 60699 + }, + "15": { + "Dice": 0.9278150853630297, + "FN": 1020, + "FP": 2409, + "IoU": 0.8653498782690646, + "TN": 4180102, + "TP": 22037, + "n_pred": 24446, + "n_ref": 23057 + }, + "2": { + "Dice": 0.9012375636981316, + "FN": 347, + "FP": 60, + "IoU": 0.8202296819787986, + "TN": 4203304, + "TP": 1857, + "n_pred": 1917, + "n_ref": 2204 + }, + "3": { + "Dice": 0.9473852550775628, + "FN": 251, + "FP": 78, + "IoU": 0.900030385900942, + "TN": 4202277, + "TP": 2962, + "n_pred": 3040, + "n_ref": 3213 + }, + "4": { + "Dice": 0.6693461950696677, + "FN": 1020, + "FP": 214, + "IoU": 0.5030205396697544, + "TN": 4203085, + "TP": 1249, + "n_pred": 1463, + "n_ref": 2269 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4205568, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.990289673103587, + "FN": 2376, + "FP": 1777, + "IoU": 0.9807661135322641, + "TN": 3989647, + "TP": 211768, + "n_pred": 213545, + "n_ref": 214144 + }, + "7": { + "Dice": 0.2556632344033919, + "FN": 704, + "FP": 23874, + "IoU": 0.14656758915240112, + "TN": 4176769, + "TP": 4221, + "n_pred": 28095, + "n_ref": 4925 + }, + "8": { + "Dice": 0.9676606612825291, + "FN": 712, + "FP": 1162, + "IoU": 0.9373474641436261, + "TN": 4175657, + "TP": 28037, + "n_pred": 29199, + "n_ref": 28749 + }, + "9": { + "Dice": 0.9653412365193051, + "FN": 424, + "FP": 1260, + "IoU": 0.933004455760662, + "TN": 4180432, + "TP": 23452, + "n_pred": 24712, + "n_ref": 23876 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0378.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0378.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.919093851132686, + "FN": 100, + "FP": 0, + "IoU": 0.8502994011976048, + "TN": 3854436, + "TP": 568, + "n_pred": 568, + "n_ref": 668 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 207, + "IoU": 0.0, + "TN": 3854897, + "TP": 0, + "n_pred": 207, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3855104, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3855104, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.4265927977839335, + "FN": 156, + "FP": 51, + "IoU": 0.2711267605633803, + "TN": 3854820, + "TP": 77, + "n_pred": 128, + "n_ref": 233 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 2301, + "IoU": 0.0, + "TN": 3852803, + "TP": 0, + "n_pred": 2301, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 48200, + "IoU": 0.0, + "TN": 3806904, + "TP": 0, + "n_pred": 48200, + "n_ref": 0 + }, + "2": { + "Dice": 0.5806451612903226, + "FN": 5, + "FP": 34, + "IoU": 0.4090909090909091, + "TN": 3855038, + "TP": 27, + "n_pred": 61, + "n_ref": 32 + }, + "3": { + "Dice": 0.9485059353254196, + "FN": 85, + "FP": 544, + "IoU": 0.9020554344440984, + "TN": 3848682, + "TP": 5793, + "n_pred": 6337, + "n_ref": 5878 + }, + "4": { + "Dice": 0.5529634300126104, + "FN": 2268, + "FP": 568, + "IoU": 0.3821350762527233, + "TN": 3850514, + "TP": 1754, + "n_pred": 2322, + "n_ref": 4022 + }, + "5": { + "Dice": 0.8585271317829457, + "FN": 225, + "FP": 1965, + "IoU": 0.7521222410865874, + "TN": 3846269, + "TP": 6645, + "n_pred": 8610, + "n_ref": 6870 + }, + "6": { + "Dice": 0.9742313459368382, + "FN": 1309, + "FP": 8693, + "IoU": 0.9497573766539076, + "TN": 3656030, + "TP": 189072, + "n_pred": 197765, + "n_ref": 190381 + }, + "7": { + "Dice": 0.9194245594493337, + "FN": 49299, + "FP": 1048, + "IoU": 0.850865682252403, + "TN": 3517509, + "TP": 287248, + "n_pred": 288296, + "n_ref": 336547 + }, + "8": { + "Dice": 0.9478001681400148, + "FN": 1604, + "FP": 2494, + "IoU": 0.900779623262796, + "TN": 3813802, + "TP": 37204, + "n_pred": 39698, + "n_ref": 38808 + }, + "9": { + "Dice": 0.5196650596295357, + "FN": 1889, + "FP": 4, + "IoU": 0.35104559478916697, + "TN": 3852187, + "TP": 1024, + "n_pred": 1028, + "n_ref": 2913 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0379.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0379.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": 0.6871312081878452, + "FN": 4428.804444444444, + "FP": 3288.8111111111116, + "IoU": 0.5967286893415148, + "TN": 2837638.791111111, + "TP": 28448.39333333333, + "n_pred": 31737.204444444447, + "n_ref": 32877.19777777777 + }, + "mean": { + "1": { + "Dice": 0.7523372142185026, + "FN": 5897.8, + "FP": 598.9333333333333, + "IoU": 0.6832409310451677, + "TN": 2844103.566666667, + "TP": 23204.5, + "n_pred": 23803.433333333334, + "n_ref": 29102.3 + }, + "10": { + "Dice": 0.704004745273799, + "FN": 4813.933333333333, + "FP": 2824.8333333333335, + "IoU": 0.5731501327657494, + "TN": 2852447.1, + "TP": 13718.933333333332, + "n_pred": 16543.766666666666, + "n_ref": 18532.866666666665 + }, + "11": { + "Dice": 0.49587349464930125, + "FN": 237.7, + "FP": 205.83333333333334, + "IoU": 0.3921543255409434, + "TN": 2872824.3, + "TP": 536.9666666666667, + "n_pred": 742.8, + "n_ref": 774.6666666666666 + }, + "12": { + "Dice": 0.4895119485266127, + "FN": 411.8333333333333, + "FP": 110.7, + "IoU": 0.37976594848822764, + "TN": 2872763.7333333334, + "TP": 518.5333333333333, + "n_pred": 629.2333333333333, + "n_ref": 930.3666666666667 + }, + "13": { + "Dice": 0.581995687845249, + "FN": 3894.6, + "FP": 2226.9333333333334, + "IoU": 0.4676105060614834, + "TN": 2859821.533333333, + "TP": 7861.733333333334, + "n_pred": 10088.666666666666, + "n_ref": 11756.333333333334 + }, + "14": { + "Dice": 0.7158390893268893, + "FN": 3525.233333333333, + "FP": 2587.7, + "IoU": 0.6303160833301948, + "TN": 2843352.6666666665, + "TP": 24339.2, + "n_pred": 26926.9, + "n_ref": 27864.433333333334 + }, + "15": { + "Dice": 0.5263530123118929, + "FN": 6065.7, + "FP": 1676.9333333333334, + "IoU": 0.4136471464481286, + "TN": 2859092.066666667, + "TP": 6970.1, + "n_pred": 8647.033333333333, + "n_ref": 13035.8 + }, + "2": { + "Dice": 0.7444214291363671, + "FN": 4203.933333333333, + "FP": 2519.266666666667, + "IoU": 0.6751281606460092, + "TN": 2848582.6, + "TP": 18499.0, + "n_pred": 21018.266666666666, + "n_ref": 22702.933333333334 + }, + "3": { + "Dice": 0.8120824631210114, + "FN": 5021.8, + "FP": 2972.233333333333, + "IoU": 0.7395891183498102, + "TN": 2837906.7666666666, + "TP": 27904.0, + "n_pred": 30876.233333333334, + "n_ref": 32925.8 + }, + "4": { + "Dice": 0.5780741337844509, + "FN": 710.3333333333334, + "FP": 1246.8666666666666, + "IoU": 0.48877066514429623, + "TN": 2868202.2666666666, + "TP": 3645.3333333333335, + "n_pred": 4892.2, + "n_ref": 4355.666666666667 + }, + "5": { + "Dice": 0.492711832366794, + "FN": 800.8, + "FP": 420.23333333333335, + "IoU": 0.3838368670947187, + "TN": 2871074.2, + "TP": 1509.5666666666666, + "n_pred": 1929.8, + "n_ref": 2310.366666666667 + }, + "6": { + "Dice": 0.9303605459805115, + "FN": 9203.533333333333, + "FP": 19532.666666666668, + "IoU": 0.8801483184367044, + "TN": 2645253.6333333333, + "TP": 199814.96666666667, + "n_pred": 219347.63333333333, + "n_ref": 209018.5 + }, + "7": { + "Dice": 0.7805900452260242, + "FN": 18534.7, + "FP": 7905.366666666667, + "IoU": 0.7088519658872193, + "TN": 2780850.566666667, + "TP": 66514.16666666667, + "n_pred": 74419.53333333334, + "n_ref": 85048.86666666667 + }, + "8": { + "Dice": 0.8360512494233319, + "FN": 1578.2333333333333, + "FP": 2665.4, + "IoU": 0.7607849174721774, + "TN": 2851435.3333333335, + "TP": 18125.833333333332, + "n_pred": 20791.233333333334, + "n_ref": 19704.066666666666 + }, + "9": { + "Dice": 0.8667612316269409, + "FN": 1531.9333333333334, + "FP": 1838.2666666666667, + "IoU": 0.7739352534118925, + "TN": 2856871.533333333, + "TP": 13563.066666666668, + "n_pred": 15401.333333333334, + "n_ref": 15095.0 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9059575233981282, + "FN": 8371, + "FP": 2079, + "IoU": 0.8280825861643497, + "TN": 2918159, + "TP": 50335, + "n_pred": 52414, + "n_ref": 58706 + }, + "10": { + "Dice": 0.662557781201849, + "FN": 16, + "FP": 422, + "IoU": 0.49539170506912444, + "TN": 2978076, + "TP": 430, + "n_pred": 852, + "n_ref": 446 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 15, + "IoU": 0.0, + "TN": 2978929, + "TP": 0, + "n_pred": 15, + "n_ref": 0 + }, + "12": { + "Dice": 0.8803611738148984, + "FN": 29, + "FP": 24, + "IoU": 0.7862903225806451, + "TN": 2978696, + "TP": 195, + "n_pred": 219, + "n_ref": 224 + }, + "13": { + "Dice": 0.21551724137931033, + "FN": 46, + "FP": 8326, + "IoU": 0.12077294685990338, + "TN": 2969422, + "TP": 1150, + "n_pred": 9476, + "n_ref": 1196 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.05783132530120482, + "FN": 391, + "FP": 0, + "IoU": 0.02977667493796526, + "TN": 2978541, + "TP": 12, + "n_pred": 12, + "n_ref": 403 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.888276397515528, + "FN": 944, + "FP": 1934, + "IoU": 0.7990083106362176, + "TN": 2964625, + "TP": 11441, + "n_pred": 13375, + "n_ref": 12385 + }, + "5": { + "Dice": 0.6236559139784946, + "FN": 982, + "FP": 173, + "IoU": 0.453125, + "TN": 2976832, + "TP": 957, + "n_pred": 1130, + "n_ref": 1939 + }, + "6": { + "Dice": 0.9700987397355472, + "FN": 11267, + "FP": 6288, + "IoU": 0.9419337340032481, + "TN": 2676617, + "TP": 284772, + "n_pred": 291060, + "n_ref": 296039 + }, + "7": { + "Dice": 0.9332623377470131, + "FN": 2023, + "FP": 10260, + "IoU": 0.8748752113766477, + "TN": 2880778, + "TP": 85883, + "n_pred": 96143, + "n_ref": 87906 + }, + "8": { + "Dice": 0.7845659163987139, + "FN": 36, + "FP": 31, + "IoU": 0.6455026455026455, + "TN": 2978755, + "TP": 122, + "n_pred": 153, + "n_ref": 158 + }, + "9": { + "Dice": 0.8229932809088789, + "FN": 2101, + "FP": 6250, + "IoU": 0.6992256437961463, + "TN": 2951179, + "TP": 19414, + "n_pred": 25664, + "n_ref": 21515 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0007.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0007.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 3, + "FP": 0, + "IoU": 0.0, + "TN": 2278013, + "TP": 0, + "n_pred": 0, + "n_ref": 3 + }, + "10": { + "Dice": 0.8464272940283364, + "FN": 15298, + "FP": 5741, + "IoU": 0.7337442101799589, + "TN": 2198998, + "TP": 57979, + "n_pred": 63720, + "n_ref": 73277 + }, + "11": { + "Dice": 0.1640530759951749, + "FN": 473, + "FP": 220, + "IoU": 0.08935611038107753, + "TN": 2277255, + "TP": 68, + "n_pred": 288, + "n_ref": 541 + }, + "12": { + "Dice": 0.674061433447099, + "FN": 643, + "FP": 121, + "IoU": 0.5083655083655083, + "TN": 2276462, + "TP": 790, + "n_pred": 911, + "n_ref": 1433 + }, + "13": { + "Dice": 0.7371666627438981, + "FN": 3687, + "FP": 7480, + "IoU": 0.583740261676669, + "TN": 2251189, + "TP": 15660, + "n_pred": 23140, + "n_ref": 19347 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.91421457131228, + "FN": 469, + "FP": 3114, + "IoU": 0.8419845644983462, + "TN": 2255341, + "TP": 19092, + "n_pred": 22206, + "n_ref": 19561 + }, + "3": { + "Dice": 0.9695943814790672, + "FN": 4645, + "FP": 1139, + "IoU": 0.9409832051098912, + "TN": 2180010, + "TP": 92222, + "n_pred": 93361, + "n_ref": 96867 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 10, + "FP": 788, + "IoU": 0.0, + "TN": 2277218, + "TP": 0, + "n_pred": 788, + "n_ref": 10 + }, + "6": { + "Dice": 0.9800183812174655, + "FN": 4264, + "FP": 6411, + "IoU": 0.960819649267043, + "TN": 2005558, + "TP": 261783, + "n_pred": 268194, + "n_ref": 266047 + }, + "7": { + "Dice": 0.9031119447523233, + "FN": 9543, + "FP": 1821, + "IoU": 0.8233401215663718, + "TN": 2213689, + "TP": 52963, + "n_pred": 54784, + "n_ref": 62506 + }, + "8": { + "Dice": 0.7863803718010622, + "FN": 6169, + "FP": 22145, + "IoU": 0.6479627994877469, + "TN": 2197587, + "TP": 52115, + "n_pred": 74260, + "n_ref": 58284 + }, + "9": { + "Dice": 0.837169417863616, + "FN": 3330, + "FP": 5025, + "IoU": 0.7199410049274294, + "TN": 2248183, + "TP": 21478, + "n_pred": 26503, + "n_ref": 24808 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0009.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0009.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7802836001297132, + "FN": 2900, + "FP": 4553, + "IoU": 0.6397254314303669, + "TN": 2432561, + "TP": 13234, + "n_pred": 17787, + "n_ref": 16134 + }, + "11": { + "Dice": 0.7121081392004601, + "FN": 61, + "FP": 940, + "IoU": 0.552925413130862, + "TN": 2451009, + "TP": 1238, + "n_pred": 2178, + "n_ref": 1299 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7082941729323309, + "FN": 3339, + "FP": 1627, + "IoU": 0.5483401546157344, + "TN": 2442253, + "TP": 6029, + "n_pred": 7656, + "n_ref": 9368 + }, + "14": { + "Dice": 0.7000816269820594, + "FN": 1737, + "FP": 15532, + "IoU": 0.5385581445061992, + "TN": 2415824, + "TP": 20155, + "n_pred": 35687, + "n_ref": 21892 + }, + "15": { + "Dice": 0.5579270864718289, + "FN": 71969, + "FP": 1393, + "IoU": 0.3868924249515277, + "TN": 2333592, + "TP": 46294, + "n_pred": 47687, + "n_ref": 118263 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9483072145148438, + "FN": 463, + "FP": 4597, + "IoU": 0.9016960348143687, + "TN": 2401775, + "TP": 46413, + "n_pred": 51010, + "n_ref": 46876 + }, + "4": { + "Dice": 0.0, + "FN": 251, + "FP": 0, + "IoU": 0.0, + "TN": 2452997, + "TP": 0, + "n_pred": 0, + "n_ref": 251 + }, + "5": { + "Dice": 0.5666666666666667, + "FN": 47, + "FP": 5, + "IoU": 0.3953488372093023, + "TN": 2453162, + "TP": 34, + "n_pred": 39, + "n_ref": 81 + }, + "6": { + "Dice": 0.9057022971502904, + "FN": 11178, + "FP": 5205, + "IoU": 0.8276562171260257, + "TN": 2358188, + "TP": 78677, + "n_pred": 83882, + "n_ref": 89855 + }, + "7": { + "Dice": 0.9409936629328866, + "FN": 3548, + "FP": 9553, + "IoU": 0.8885628253547004, + "TN": 2335684, + "TP": 104463, + "n_pred": 114016, + "n_ref": 108011 + }, + "8": { + "Dice": 0.8863691981401419, + "FN": 289, + "FP": 1104, + "IoU": 0.7959273366539701, + "TN": 2446422, + "TP": 5433, + "n_pred": 6537, + "n_ref": 5722 + }, + "9": { + "Dice": 0.8203828975892601, + "FN": 2428, + "FP": 4449, + "IoU": 0.6954654149322469, + "TN": 2430666, + "TP": 15705, + "n_pred": 20154, + "n_ref": 18133 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0014.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0014.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 43, + "IoU": 0.0, + "TN": 3154133, + "TP": 0, + "n_pred": 43, + "n_ref": 0 + }, + "10": { + "Dice": 0.7430888315517877, + "FN": 3376, + "FP": 1503, + "IoU": 0.5912023460410557, + "TN": 3142241, + "TP": 7056, + "n_pred": 8559, + "n_ref": 10432 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.721004810261892, + "FN": 1005, + "FP": 39, + "IoU": 0.5637275386544087, + "TN": 3151783, + "TP": 1349, + "n_pred": 1388, + "n_ref": 2354 + }, + "13": { + "Dice": 0.7843519638051406, + "FN": 5758, + "FP": 5300, + "IoU": 0.6452130390143738, + "TN": 3123008, + "TP": 20110, + "n_pred": 25410, + "n_ref": 25868 + }, + "14": { + "Dice": 0.9146379595300844, + "FN": 1095, + "FP": 2727, + "IoU": 0.8427031031360606, + "TN": 3129878, + "TP": 20476, + "n_pred": 23203, + "n_ref": 21571 + }, + "15": { + "Dice": 0.04056466006814863, + "FN": 5913, + "FP": 0, + "IoU": 0.02070221927790659, + "TN": 3148138, + "TP": 125, + "n_pred": 125, + "n_ref": 6038 + }, + "2": { + "Dice": 0.9557549847049718, + "FN": 971, + "FP": 3831, + "IoU": 0.9152593220039882, + "TN": 3097509, + "TP": 51865, + "n_pred": 55696, + "n_ref": 52836 + }, + "3": { + "Dice": 0.9045919581251487, + "FN": 454, + "FP": 348, + "IoU": 0.8258036490008688, + "TN": 3149572, + "TP": 3802, + "n_pred": 4150, + "n_ref": 4256 + }, + "4": { + "Dice": 0.8739310344827587, + "FN": 354, + "FP": 103, + "IoU": 0.7760901518863302, + "TN": 3152135, + "TP": 1584, + "n_pred": 1687, + "n_ref": 1938 + }, + "5": { + "Dice": 0.02467343976777939, + "FN": 24, + "FP": 2664, + "IoU": 0.012490815576781777, + "TN": 3151454, + "TP": 34, + "n_pred": 2698, + "n_ref": 58 + }, + "6": { + "Dice": 0.9753970775605044, + "FN": 10683, + "FP": 4649, + "IoU": 0.951975693411223, + "TN": 2834921, + "TP": 303923, + "n_pred": 308572, + "n_ref": 314606 + }, + "7": { + "Dice": 0.9447813303932378, + "FN": 4724, + "FP": 1286, + "IoU": 0.8953417501088377, + "TN": 3096751, + "TP": 51415, + "n_pred": 52701, + "n_ref": 56139 + }, + "8": { + "Dice": 0.8967292788650991, + "FN": 2366, + "FP": 1565, + "IoU": 0.8127916944470902, + "TN": 3133178, + "TP": 17067, + "n_pred": 18632, + "n_ref": 19433 + }, + "9": { + "Dice": 0.8169829527179158, + "FN": 309, + "FP": 1967, + "IoU": 0.6905927134312126, + "TN": 3146820, + "TP": 5080, + "n_pred": 7047, + "n_ref": 5389 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0027.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0027.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9648298660303731, + "FN": 1078, + "FP": 337, + "IoU": 0.9320495582020746, + "TN": 2607656, + "TP": 19409, + "n_pred": 19746, + "n_ref": 20487 + }, + "10": { + "Dice": 0.7968965085721437, + "FN": 9748, + "FP": 4859, + "IoU": 0.66236738090285, + "TN": 2585217, + "TP": 28656, + "n_pred": 33515, + "n_ref": 38404 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.40131578947368424, + "FN": 1054, + "FP": 38, + "IoU": 0.25102880658436216, + "TN": 2627022, + "TP": 366, + "n_pred": 404, + "n_ref": 1420 + }, + "13": { + "Dice": 0.5635528330781011, + "FN": 197, + "FP": 943, + "IoU": 0.39232409381663114, + "TN": 2626604, + "TP": 736, + "n_pred": 1679, + "n_ref": 933 + }, + "14": { + "Dice": 0.6040815280749177, + "FN": 30353, + "FP": 552, + "IoU": 0.43274843067435115, + "TN": 2573998, + "TP": 23577, + "n_pred": 24129, + "n_ref": 53930 + }, + "15": { + "Dice": 0.7081308411214954, + "FN": 4213, + "FP": 2033, + "IoU": 0.5481443970194603, + "TN": 2614657, + "TP": 7577, + "n_pred": 9610, + "n_ref": 11790 + }, + "2": { + "Dice": 0.8168856342881757, + "FN": 194, + "FP": 4057, + "IoU": 0.6904536517876647, + "TN": 2614747, + "TP": 9482, + "n_pred": 13539, + "n_ref": 9676 + }, + "3": { + "Dice": 0.7264469244744355, + "FN": 82, + "FP": 2026, + "IoU": 0.5704096189117587, + "TN": 2623573, + "TP": 2799, + "n_pred": 4825, + "n_ref": 2881 + }, + "4": { + "Dice": 0.9239419946729802, + "FN": 329, + "FP": 699, + "IoU": 0.8586358635863587, + "TN": 2621208, + "TP": 6244, + "n_pred": 6943, + "n_ref": 6573 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9607239664482531, + "FN": 4136, + "FP": 5065, + "IoU": 0.924416550976317, + "TN": 2506747, + "TP": 112532, + "n_pred": 117597, + "n_ref": 116668 + }, + "7": { + "Dice": 0.9447669463911531, + "FN": 4173, + "FP": 6845, + "IoU": 0.8953159144893111, + "TN": 2523230, + "TP": 94232, + "n_pred": 101077, + "n_ref": 98405 + }, + "8": { + "Dice": 0.76793893129771, + "FN": 297, + "FP": 7, + "IoU": 0.6232961586121437, + "TN": 2627673, + "TP": 503, + "n_pred": 510, + "n_ref": 800 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0033.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0033.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6100079428117554, + "FN": 44, + "FP": 447, + "IoU": 0.43885714285714283, + "TN": 2978069, + "TP": 384, + "n_pred": 831, + "n_ref": 428 + }, + "10": { + "Dice": 0.5580184718723762, + "FN": 3884, + "FP": 1380, + "IoU": 0.386980319086992, + "TN": 2970357, + "TP": 3323, + "n_pred": 4703, + "n_ref": 7207 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.792332268370607, + "FN": 454, + "FP": 66, + "IoU": 0.656084656084656, + "TN": 2977432, + "TP": 992, + "n_pred": 1058, + "n_ref": 1446 + }, + "13": { + "Dice": 0.54937106918239, + "FN": 894, + "FP": 1972, + "IoU": 0.3787123347062649, + "TN": 2974331, + "TP": 1747, + "n_pred": 3719, + "n_ref": 2641 + }, + "14": { + "Dice": 0.9554299056862925, + "FN": 1332, + "FP": 2562, + "IoU": 0.9146632771580724, + "TN": 2933313, + "TP": 41737, + "n_pred": 44299, + "n_ref": 43069 + }, + "15": { + "Dice": 0.8223171651168635, + "FN": 2181, + "FP": 647, + "IoU": 0.6982501067008109, + "TN": 2969572, + "TP": 6544, + "n_pred": 7191, + "n_ref": 8725 + }, + "2": { + "Dice": 0.9210540381634508, + "FN": 5154, + "FP": 754, + "IoU": 0.8536609531358367, + "TN": 2938572, + "TP": 34464, + "n_pred": 35218, + "n_ref": 39618 + }, + "3": { + "Dice": 0.9112997170910301, + "FN": 2284, + "FP": 5711, + "IoU": 0.837052889024763, + "TN": 2929879, + "TP": 41070, + "n_pred": 46781, + "n_ref": 43354 + }, + "4": { + "Dice": 0.8603053975596516, + "FN": 4390, + "FP": 1529, + "IoU": 0.7548560778629115, + "TN": 2954799, + "TP": 18226, + "n_pred": 19755, + "n_ref": 22616 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9625258266752977, + "FN": 7800, + "FP": 9104, + "IoU": 0.927758831423028, + "TN": 2744950, + "TP": 217090, + "n_pred": 226194, + "n_ref": 224890 + }, + "7": { + "Dice": 0.9338992480518981, + "FN": 12466, + "FP": 6425, + "IoU": 0.8759953000177234, + "TN": 2826603, + "TP": 133450, + "n_pred": 139875, + "n_ref": 145916 + }, + "8": { + "Dice": 0.9297404277993454, + "FN": 299, + "FP": 624, + "IoU": 0.8687055476529161, + "TN": 2971914, + "TP": 6107, + "n_pred": 6731, + "n_ref": 6406 + }, + "9": { + "Dice": 0.5960003433181701, + "FN": 2856, + "FP": 1851, + "IoU": 0.42450177283286467, + "TN": 2970765, + "TP": 3472, + "n_pred": 5323, + "n_ref": 6328 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0042.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0042.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.14481897627965043, + "FN": 2055, + "FP": 0, + "IoU": 0.07806191117092867, + "TN": 1925323, + "TP": 174, + "n_pred": 174, + "n_ref": 2229 + }, + "10": { + "Dice": 0.5445852790749388, + "FN": 3718, + "FP": 378, + "IoU": 0.3741787624140565, + "TN": 1921007, + "TP": 2449, + "n_pred": 2827, + "n_ref": 6167 + }, + "11": { + "Dice": 0.6226285714285714, + "FN": 601, + "FP": 1050, + "IoU": 0.45204115499502157, + "TN": 1924539, + "TP": 1362, + "n_pred": 2412, + "n_ref": 1963 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.3057101471373027, + "FN": 8923, + "FP": 184, + "IoU": 0.18043556515478762, + "TN": 1916440, + "TP": 2005, + "n_pred": 2189, + "n_ref": 10928 + }, + "14": { + "Dice": 0.9007066714576596, + "FN": 1711, + "FP": 1605, + "IoU": 0.8193506210503377, + "TN": 1909196, + "TP": 15040, + "n_pred": 16645, + "n_ref": 16751 + }, + "15": { + "Dice": 0.24579339723109692, + "FN": 73, + "FP": 3468, + "IoU": 0.14011656143759108, + "TN": 1923434, + "TP": 577, + "n_pred": 4045, + "n_ref": 650 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.8936170212765957, + "FN": 6, + "FP": 4, + "IoU": 0.8076923076923077, + "TN": 1927500, + "TP": 42, + "n_pred": 46, + "n_ref": 48 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 17, + "IoU": 0.0, + "TN": 1927535, + "TP": 0, + "n_pred": 17, + "n_ref": 0 + }, + "6": { + "Dice": 0.9683532302538537, + "FN": 27807, + "FP": 4237, + "IoU": 0.9386480514955063, + "TN": 1405254, + "TP": 490254, + "n_pred": 494491, + "n_ref": 518061 + }, + "7": { + "Dice": 0.803695002681239, + "FN": 8990, + "FP": 21760, + "IoU": 0.6718144657779865, + "TN": 1833855, + "TP": 62947, + "n_pred": 84707, + "n_ref": 71937 + }, + "8": { + "Dice": 0.9193515076414704, + "FN": 220, + "FP": 1342, + "IoU": 0.8507405637840421, + "TN": 1917087, + "TP": 8903, + "n_pred": 10245, + "n_ref": 9123 + }, + "9": { + "Dice": 0.8838519313304721, + "FN": 1245, + "FP": 2219, + "IoU": 0.7918769526556116, + "TN": 1910908, + "TP": 13180, + "n_pred": 15399, + "n_ref": 14425 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0064.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0064.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8140725099316417, + "FN": 4024, + "FP": 1171, + "IoU": 0.6864437469821343, + "TN": 3488072, + "TP": 11373, + "n_pred": 12544, + "n_ref": 15397 + }, + "10": { + "Dice": 0.6814274017467249, + "FN": 2369, + "FP": 6969, + "IoU": 0.5167917205692109, + "TN": 3485315, + "TP": 9987, + "n_pred": 16956, + "n_ref": 12356 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 25, + "IoU": 0.0, + "TN": 3504615, + "TP": 0, + "n_pred": 25, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 902, + "FP": 0, + "IoU": 0.0, + "TN": 3503738, + "TP": 0, + "n_pred": 0, + "n_ref": 902 + }, + "13": { + "Dice": 0.2175542182354945, + "FN": 1173, + "FP": 5718, + "IoU": 0.12205376481080392, + "TN": 3496791, + "TP": 958, + "n_pred": 6676, + "n_ref": 2131 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 777, + "IoU": 0.0, + "TN": 3503863, + "TP": 0, + "n_pred": 777, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3504640, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3504640, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.92794691484256, + "FN": 1651, + "FP": 1802, + "IoU": 0.8655792587978823, + "TN": 3478952, + "TP": 22235, + "n_pred": 24037, + "n_ref": 23886 + }, + "4": { + "Dice": 0.9428900402993667, + "FN": 404, + "FP": 588, + "IoU": 0.891950767890208, + "TN": 3495459, + "TP": 8189, + "n_pred": 8777, + "n_ref": 8593 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3504640, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6229323792628418, + "FN": 4153, + "FP": 300219, + "IoU": 0.452361503445546, + "TN": 2948850, + "TP": 251418, + "n_pred": 551637, + "n_ref": 255571 + }, + "7": { + "Dice": 0.32533778460988166, + "FN": 302713, + "FP": 14161, + "IoU": 0.19427069030401042, + "TN": 3111364, + "TP": 76402, + "n_pred": 90563, + "n_ref": 379115 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3504640, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3504640, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0069.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0069.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8989809053305317, + "FN": 19425, + "FP": 430, + "IoU": 0.8164989233001544, + "TN": 3571671, + "TP": 88346, + "n_pred": 88776, + "n_ref": 107771 + }, + "10": { + "Dice": 0.6739922869670876, + "FN": 2888, + "FP": 9454, + "IoU": 0.5082868525896415, + "TN": 3654772, + "TP": 12758, + "n_pred": 22212, + "n_ref": 15646 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3679872, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7728026533996684, + "FN": 792, + "FP": 30, + "IoU": 0.6297297297297297, + "TN": 3677652, + "TP": 1398, + "n_pred": 1428, + "n_ref": 2190 + }, + "13": { + "Dice": 0.9219080012069013, + "FN": 512, + "FP": 2335, + "IoU": 0.8551292489314065, + "TN": 3660220, + "TP": 16805, + "n_pred": 19140, + "n_ref": 17317 + }, + "14": { + "Dice": 0.9299256290701707, + "FN": 7138, + "FP": 136, + "IoU": 0.8690289706332487, + "TN": 3624333, + "TP": 48265, + "n_pred": 48401, + "n_ref": 55403 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3679872, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8616105620190379, + "FN": 1169, + "FP": 14009, + "IoU": 0.7568680218495203, + "TN": 3617445, + "TP": 47249, + "n_pred": 61258, + "n_ref": 48418 + }, + "3": { + "Dice": 0.7931575546872597, + "FN": 11453, + "FP": 1993, + "IoU": 0.6572171518890532, + "TN": 3640646, + "TP": 25780, + "n_pred": 27773, + "n_ref": 37233 + }, + "4": { + "Dice": 0.6831318970047294, + "FN": 569, + "FP": 34, + "IoU": 0.518754988028731, + "TN": 3678619, + "TP": 650, + "n_pred": 684, + "n_ref": 1219 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3679872, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9464774638295507, + "FN": 8686, + "FP": 10569, + "IoU": 0.8983931822379356, + "TN": 3490367, + "TP": 170250, + "n_pred": 180819, + "n_ref": 178936 + }, + "7": { + "Dice": 0.9035300736018002, + "FN": 6148, + "FP": 4141, + "IoU": 0.8240354357641264, + "TN": 3621400, + "TP": 48183, + "n_pred": 52324, + "n_ref": 54331 + }, + "8": { + "Dice": 0.9686959989365944, + "FN": 208, + "FP": 734, + "IoU": 0.9392923889927177, + "TN": 3664355, + "TP": 14575, + "n_pred": 15309, + "n_ref": 14783 + }, + "9": { + "Dice": 0.9217610396499138, + "FN": 1588, + "FP": 772, + "IoU": 0.8548763989669167, + "TN": 3663610, + "TP": 13902, + "n_pred": 14674, + "n_ref": 15490 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0119.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0119.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9075907590759076, + "FN": 559, + "FP": 337, + "IoU": 0.8308157099697885, + "TN": 1922256, + "TP": 4400, + "n_pred": 4737, + "n_ref": 4959 + }, + "10": { + "Dice": 0.8349522092324395, + "FN": 6092, + "FP": 2421, + "IoU": 0.7166677760766824, + "TN": 1897506, + "TP": 21533, + "n_pred": 23954, + "n_ref": 27625 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 43, + "IoU": 0.0, + "TN": 1927509, + "TP": 0, + "n_pred": 43, + "n_ref": 0 + }, + "12": { + "Dice": 0.7422635793118373, + "FN": 337, + "FP": 854, + "IoU": 0.5901582931865107, + "TN": 1924646, + "TP": 1715, + "n_pred": 2569, + "n_ref": 2052 + }, + "13": { + "Dice": 0.7745074191194357, + "FN": 2888, + "FP": 3601, + "IoU": 0.6319968241365621, + "TN": 1909919, + "TP": 11144, + "n_pred": 14745, + "n_ref": 14032 + }, + "14": { + "Dice": 0.9301935849568099, + "FN": 814, + "FP": 4851, + "IoU": 0.8694971088944689, + "TN": 1884143, + "TP": 37744, + "n_pred": 42595, + "n_ref": 38558 + }, + "15": { + "Dice": 0.5776634071024189, + "FN": 199, + "FP": 3904, + "IoU": 0.4061369228542481, + "TN": 1920643, + "TP": 2806, + "n_pred": 6710, + "n_ref": 3005 + }, + "2": { + "Dice": 0.581098824147288, + "FN": 49024, + "FP": 8404, + "IoU": 0.4095414353279868, + "TN": 1830292, + "TP": 39832, + "n_pred": 48236, + "n_ref": 88856 + }, + "3": { + "Dice": 0.6429020304678528, + "FN": 65111, + "FP": 805, + "IoU": 0.47373295436400215, + "TN": 1802300, + "TP": 59336, + "n_pred": 60141, + "n_ref": 124447 + }, + "4": { + "Dice": 0.5385356896947441, + "FN": 534, + "FP": 9519, + "IoU": 0.3684904830705446, + "TN": 1911633, + "TP": 5866, + "n_pred": 15385, + "n_ref": 6400 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9506364238529154, + "FN": 7401, + "FP": 6386, + "IoU": 0.9059171153465583, + "TN": 1781011, + "TP": 132754, + "n_pred": 139140, + "n_ref": 140155 + }, + "7": { + "Dice": 0.8339367608013517, + "FN": 750, + "FP": 626, + "IoU": 0.715172842061685, + "TN": 1922721, + "TP": 3455, + "n_pred": 4081, + "n_ref": 4205 + }, + "8": { + "Dice": 0.9515681672711755, + "FN": 628, + "FP": 1188, + "IoU": 0.9076109076109076, + "TN": 1907896, + "TP": 17840, + "n_pred": 19028, + "n_ref": 18468 + }, + "9": { + "Dice": 0.9549497349132312, + "FN": 970, + "FP": 585, + "IoU": 0.9137835440230649, + "TN": 1909516, + "TP": 16481, + "n_pred": 17066, + "n_ref": 17451 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0127.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0127.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9351164942383716, + "FN": 3291, + "FP": 566, + "IoU": 0.8781397112255537, + "TN": 1370205, + "TP": 27794, + "n_pred": 28360, + "n_ref": 31085 + }, + "10": { + "Dice": 0.6989761092150171, + "FN": 356, + "FP": 1408, + "IoU": 0.5372507869884575, + "TN": 1398044, + "TP": 2048, + "n_pred": 3456, + "n_ref": 2404 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 6, + "FP": 7, + "IoU": 0.0, + "TN": 1401843, + "TP": 0, + "n_pred": 7, + "n_ref": 6 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 49, + "IoU": 0.0, + "TN": 1401807, + "TP": 0, + "n_pred": 49, + "n_ref": 0 + }, + "14": { + "Dice": 0.6467143786597267, + "FN": 1007, + "FP": 79, + "IoU": 0.4778846153846154, + "TN": 1399776, + "TP": 994, + "n_pred": 1073, + "n_ref": 2001 + }, + "15": { + "Dice": 0.23138224787029404, + "FN": 636, + "FP": 7755, + "IoU": 0.13082660037290242, + "TN": 1392202, + "TP": 1263, + "n_pred": 9018, + "n_ref": 1899 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 31, + "IoU": 0.0, + "TN": 1401825, + "TP": 0, + "n_pred": 31, + "n_ref": 0 + }, + "3": { + "Dice": 0.9581465394027707, + "FN": 2469, + "FP": 3534, + "IoU": 0.9196557631564859, + "TN": 1327140, + "TP": 68713, + "n_pred": 72247, + "n_ref": 71182 + }, + "4": { + "Dice": 0.8346682079652107, + "FN": 257, + "FP": 5750, + "IoU": 0.7162494095418045, + "TN": 1380686, + "TP": 15163, + "n_pred": 20913, + "n_ref": 15420 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9591811459585473, + "FN": 4776, + "FP": 827, + "IoU": 0.9215639611389534, + "TN": 1330422, + "TP": 65831, + "n_pred": 66658, + "n_ref": 70607 + }, + "7": { + "Dice": 0.0, + "FN": 858, + "FP": 0, + "IoU": 0.0, + "TN": 1400998, + "TP": 0, + "n_pred": 0, + "n_ref": 858 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0138.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0138.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8675070592981041, + "FN": 12894, + "FP": 244, + "IoU": 0.7660154232488557, + "TN": 3448491, + "TP": 43011, + "n_pred": 43255, + "n_ref": 55905 + }, + "10": { + "Dice": 0.8460516538695368, + "FN": 1595, + "FP": 5242, + "IoU": 0.733179831408055, + "TN": 3479016, + "TP": 18787, + "n_pred": 24029, + "n_ref": 20382 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3504640, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7304347826086957, + "FN": 28, + "FP": 3, + "IoU": 0.5753424657534246, + "TN": 3504567, + "TP": 42, + "n_pred": 45, + "n_ref": 70 + }, + "13": { + "Dice": 0.6511429442243218, + "FN": 10705, + "FP": 741, + "IoU": 0.48273680404916847, + "TN": 3482512, + "TP": 10682, + "n_pred": 11423, + "n_ref": 21387 + }, + "14": { + "Dice": 0.97388144747056, + "FN": 5783, + "FP": 2124, + "IoU": 0.9490925245137489, + "TN": 3349319, + "TP": 147414, + "n_pred": 149538, + "n_ref": 153197 + }, + "15": { + "Dice": 0.7610576923076923, + "FN": 109, + "FP": 885, + "IoU": 0.6142801707411719, + "TN": 3502063, + "TP": 1583, + "n_pred": 2468, + "n_ref": 1692 + }, + "2": { + "Dice": 0.002233264474345374, + "FN": 1, + "FP": 17870, + "IoU": 0.0011178804985747023, + "TN": 3486749, + "TP": 20, + "n_pred": 17890, + "n_ref": 21 + }, + "3": { + "Dice": 0.7550945429607132, + "FN": 19195, + "FP": 803, + "IoU": 0.6065477010250457, + "TN": 3453813, + "TP": 30829, + "n_pred": 31632, + "n_ref": 50024 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3504640, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7264507855081757, + "FN": 6430, + "FP": 2102, + "IoU": 0.5704143799405871, + "TN": 3484779, + "TP": 11329, + "n_pred": 13431, + "n_ref": 17759 + }, + "6": { + "Dice": 0.9584396612300751, + "FN": 10787, + "FP": 16183, + "IoU": 0.9201960035862975, + "TN": 3166687, + "TP": 310983, + "n_pred": 327166, + "n_ref": 321770 + }, + "7": { + "Dice": 0.9586771165274309, + "FN": 2584, + "FP": 7012, + "IoU": 0.9206338703807854, + "TN": 3383732, + "TP": 111312, + "n_pred": 118324, + "n_ref": 113896 + }, + "8": { + "Dice": 0.9270093760103459, + "FN": 6611, + "FP": 4677, + "IoU": 0.8639491858404946, + "TN": 3421671, + "TP": 71681, + "n_pred": 76358, + "n_ref": 78292 + }, + "9": { + "Dice": 0.9240480474638915, + "FN": 5001, + "FP": 2808, + "IoU": 0.8588190627711889, + "TN": 3449328, + "TP": 47503, + "n_pred": 50311, + "n_ref": 52504 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0159.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0159.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7792011945859237, + "FN": 29636, + "FP": 233, + "IoU": 0.6382715899870418, + "TN": 3772531, + "TP": 52704, + "n_pred": 52937, + "n_ref": 82340 + }, + "10": { + "Dice": 0.832420810520263, + "FN": 8257, + "FP": 5149, + "IoU": 0.7129459123806261, + "TN": 3808402, + "TP": 33296, + "n_pred": 38445, + "n_ref": 41553 + }, + "11": { + "Dice": 0.5423831989042763, + "FN": 2843, + "FP": 164, + "IoU": 0.37210273543537276, + "TN": 3850315, + "TP": 1782, + "n_pred": 1946, + "n_ref": 4625 + }, + "12": { + "Dice": 0.7756494358436106, + "FN": 455, + "FP": 400, + "IoU": 0.6335190741534505, + "TN": 3852771, + "TP": 1478, + "n_pred": 1878, + "n_ref": 1933 + }, + "13": { + "Dice": 0.779970215934475, + "FN": 6591, + "FP": 5229, + "IoU": 0.6393042416844675, + "TN": 3822334, + "TP": 20950, + "n_pred": 26179, + "n_ref": 27541 + }, + "14": { + "Dice": 0.8553637135578828, + "FN": 239, + "FP": 783, + "IoU": 0.7472799208704253, + "TN": 3851060, + "TP": 3022, + "n_pred": 3805, + "n_ref": 3261 + }, + "15": { + "Dice": 0.6405597050203271, + "FN": 18744, + "FP": 265, + "IoU": 0.47119370183881826, + "TN": 3819157, + "TP": 16938, + "n_pred": 17203, + "n_ref": 35682 + }, + "2": { + "Dice": 0.9665103817816477, + "FN": 360, + "FP": 840, + "IoU": 0.9351911860012961, + "TN": 3836588, + "TP": 17316, + "n_pred": 18156, + "n_ref": 17676 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 21, + "IoU": 0.0, + "TN": 3855083, + "TP": 0, + "n_pred": 21, + "n_ref": 0 + }, + "4": { + "Dice": 0.7265039400345954, + "FN": 826, + "FP": 597, + "IoU": 0.5704799275581044, + "TN": 3851791, + "TP": 1890, + "n_pred": 2487, + "n_ref": 2716 + }, + "5": { + "Dice": 0.2889403590040533, + "FN": 1602, + "FP": 854, + "IoU": 0.1688663282571912, + "TN": 3852149, + "TP": 499, + "n_pred": 1353, + "n_ref": 2101 + }, + "6": { + "Dice": 0.656706165206938, + "FN": 1340, + "FP": 28645, + "IoU": 0.4888775249296855, + "TN": 3796439, + "TP": 28680, + "n_pred": 57325, + "n_ref": 30020 + }, + "7": { + "Dice": 0.9127959431291417, + "FN": 5803, + "FP": 2606, + "IoU": 0.8395810679333829, + "TN": 3802685, + "TP": 44010, + "n_pred": 46616, + "n_ref": 49813 + }, + "8": { + "Dice": 0.9503344580595513, + "FN": 2501, + "FP": 3372, + "IoU": 0.9053688247236634, + "TN": 3793042, + "TP": 56189, + "n_pred": 59561, + "n_ref": 58690 + }, + "9": { + "Dice": 0.8750918892428327, + "FN": 339, + "FP": 3739, + "IoU": 0.7779229973315906, + "TN": 3836741, + "TP": 14285, + "n_pred": 18024, + "n_ref": 14624 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0161.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0161.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9371671991480298, + "FN": 46, + "FP": 13, + "IoU": 0.8817635270541082, + "TN": 1401357, + "TP": 440, + "n_pred": 453, + "n_ref": 486 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 275, + "IoU": 0.0, + "TN": 1401581, + "TP": 0, + "n_pred": 275, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 1401855, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 636, + "FP": 0, + "IoU": 0.0, + "TN": 1401220, + "TP": 0, + "n_pred": 0, + "n_ref": 636 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8888888888888888, + "FN": 1, + "FP": 1, + "IoU": 0.8, + "TN": 1401846, + "TP": 8, + "n_pred": 9, + "n_ref": 9 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 19, + "IoU": 0.0, + "TN": 1401837, + "TP": 0, + "n_pred": 19, + "n_ref": 0 + }, + "5": { + "Dice": 0.8541781198460693, + "FN": 795, + "FP": 1327, + "IoU": 0.7454719923233777, + "TN": 1393519, + "TP": 6215, + "n_pred": 7542, + "n_ref": 7010 + }, + "6": { + "Dice": 0.9359167327053893, + "FN": 5326, + "FP": 6723, + "IoU": 0.8795521567451392, + "TN": 1301821, + "TP": 87986, + "n_pred": 94709, + "n_ref": 93312 + }, + "7": { + "Dice": 0.9101193289224953, + "FN": 2801, + "FP": 3285, + "IoU": 0.8350632808477194, + "TN": 1364957, + "TP": 30813, + "n_pred": 34098, + "n_ref": 33614 + }, + "8": { + "Dice": 0.9683230131518346, + "FN": 922, + "FP": 316, + "IoU": 0.9385912698412698, + "TN": 1381696, + "TP": 18922, + "n_pred": 19238, + "n_ref": 19844 + }, + "9": { + "Dice": 0.8849422808575416, + "FN": 3230, + "FP": 398, + "IoU": 0.7936291240045507, + "TN": 1384276, + "TP": 13952, + "n_pred": 14350, + "n_ref": 17182 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0166.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0166.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8180086419179482, + "FN": 15576, + "FP": 92, + "IoU": 0.6920597484276729, + "TN": 2051904, + "TP": 35212, + "n_pred": 35304, + "n_ref": 50788 + }, + "10": { + "Dice": 0.8130626756121337, + "FN": 2719, + "FP": 3801, + "IoU": 0.6850089376298372, + "TN": 2082085, + "TP": 14179, + "n_pred": 17980, + "n_ref": 16898 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.3083850553730072, + "FN": 4110, + "FP": 1573, + "IoU": 0.18230215827338128, + "TN": 2095834, + "TP": 1267, + "n_pred": 2840, + "n_ref": 5377 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9278996865203761, + "FN": 64, + "FP": 5, + "IoU": 0.8654970760233918, + "TN": 2102271, + "TP": 444, + "n_pred": 449, + "n_ref": 508 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.7090877885523041, + "FN": 52, + "FP": 6728, + "IoU": 0.5492920295153892, + "TN": 2087741, + "TP": 8263, + "n_pred": 14991, + "n_ref": 8315 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9751713450209338, + "FN": 4062, + "FP": 11671, + "IoU": 0.9515457440452358, + "TN": 1778086, + "TP": 308965, + "n_pred": 320636, + "n_ref": 313027 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 4114, + "IoU": 0.0, + "TN": 2098670, + "TP": 0, + "n_pred": 4114, + "n_ref": 0 + }, + "8": { + "Dice": 0.9556724267468069, + "FN": 239, + "FP": 1059, + "IoU": 0.9151079136690647, + "TN": 2087494, + "TP": 13992, + "n_pred": 15051, + "n_ref": 14231 + }, + "9": { + "Dice": 0.9224404703736278, + "FN": 1896, + "FP": 485, + "IoU": 0.8560459492140265, + "TN": 2086244, + "TP": 14159, + "n_pred": 14644, + "n_ref": 16055 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0181.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0181.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7109972829370788, + "FN": 74063, + "FP": 74, + "IoU": 0.5515871095734644, + "TN": 4565932, + "TP": 91195, + "n_pred": 91269, + "n_ref": 165258 + }, + "10": { + "Dice": 0.2702702702702703, + "FN": 0, + "FP": 27, + "IoU": 0.15625, + "TN": 4731232, + "TP": 5, + "n_pred": 32, + "n_ref": 5 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4731264, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4731264, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 935, + "FP": 0, + "IoU": 0.0, + "TN": 4730329, + "TP": 0, + "n_pred": 0, + "n_ref": 935 + }, + "14": { + "Dice": 0.5355106387699408, + "FN": 1723, + "FP": 19212, + "IoU": 0.3656637275399206, + "TN": 4698261, + "TP": 12068, + "n_pred": 31280, + "n_ref": 13791 + }, + "15": { + "Dice": 0.21442777746798267, + "FN": 34829, + "FP": 7434, + "IoU": 0.12008910911702858, + "TN": 4683233, + "TP": 5768, + "n_pred": 13202, + "n_ref": 40597 + }, + "2": { + "Dice": 0.4937407171652875, + "FN": 78, + "FP": 4694, + "IoU": 0.32779264685166926, + "TN": 4724165, + "TP": 2327, + "n_pred": 7021, + "n_ref": 2405 + }, + "3": { + "Dice": 0.8339263290079532, + "FN": 4956, + "FP": 1392, + "IoU": 0.7151574979807951, + "TN": 4708978, + "TP": 15938, + "n_pred": 17330, + "n_ref": 20894 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 54, + "IoU": 0.0, + "TN": 4731210, + "TP": 0, + "n_pred": 54, + "n_ref": 0 + }, + "5": { + "Dice": 0.20189274447949526, + "FN": 253, + "FP": 0, + "IoU": 0.11228070175438597, + "TN": 4730979, + "TP": 32, + "n_pred": 32, + "n_ref": 285 + }, + "6": { + "Dice": 0.7937317091473023, + "FN": 7718, + "FP": 74746, + "IoU": 0.6580059470735339, + "TN": 4490137, + "TP": 158663, + "n_pred": 233409, + "n_ref": 166381 + }, + "7": { + "Dice": 0.9478187806032277, + "FN": 2456, + "FP": 2947, + "IoU": 0.9008132469296716, + "TN": 4676791, + "TP": 49070, + "n_pred": 52017, + "n_ref": 51526 + }, + "8": { + "Dice": 0.703681496582324, + "FN": 1726, + "FP": 745, + "IoU": 0.5428307123034227, + "TN": 4725859, + "TP": 2934, + "n_pred": 3679, + "n_ref": 4660 + }, + "9": { + "Dice": 0.7737226277372263, + "FN": 7, + "FP": 55, + "IoU": 0.6309523809523809, + "TN": 4731096, + "TP": 106, + "n_pred": 161, + "n_ref": 113 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0185.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0185.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7938638542665388, + "FN": 370, + "FP": 60, + "IoU": 0.6581875993640699, + "TN": 4730006, + "TP": 828, + "n_pred": 888, + "n_ref": 1198 + }, + "10": { + "Dice": 0.7825702278257023, + "FN": 5198, + "FP": 5615, + "IoU": 0.6428052325581395, + "TN": 4700992, + "TP": 19459, + "n_pred": 25074, + "n_ref": 24657 + }, + "11": { + "Dice": 0.7702547624512279, + "FN": 179, + "FP": 822, + "IoU": 0.6263531168346398, + "TN": 4728585, + "TP": 1678, + "n_pred": 2500, + "n_ref": 1857 + }, + "12": { + "Dice": 0.7023910462947262, + "FN": 1692, + "FP": 63, + "IoU": 0.5412963930998432, + "TN": 4727438, + "TP": 2071, + "n_pred": 2134, + "n_ref": 3763 + }, + "13": { + "Dice": 0.6261486144273207, + "FN": 11085, + "FP": 4416, + "IoU": 0.4557615336001685, + "TN": 4702782, + "TP": 12981, + "n_pred": 17397, + "n_ref": 24066 + }, + "14": { + "Dice": 0.7962511401075889, + "FN": 20869, + "FP": 1023, + "IoU": 0.6614761323045045, + "TN": 4666595, + "TP": 42777, + "n_pred": 43800, + "n_ref": 63646 + }, + "15": { + "Dice": 0.7325413165655779, + "FN": 16479, + "FP": 2747, + "IoU": 0.5779607068378882, + "TN": 4685709, + "TP": 26329, + "n_pred": 29076, + "n_ref": 42808 + }, + "2": { + "Dice": 0.9536062173445008, + "FN": 1111, + "FP": 2423, + "IoU": 0.9113263411451799, + "TN": 4691410, + "TP": 36320, + "n_pred": 38743, + "n_ref": 37431 + }, + "3": { + "Dice": 0.9519282599108149, + "FN": 258, + "FP": 723, + "IoU": 0.9082663175612493, + "TN": 4720570, + "TP": 9713, + "n_pred": 10436, + "n_ref": 9971 + }, + "4": { + "Dice": 0.2167251562098776, + "FN": 7399, + "FP": 1752, + "IoU": 0.12153211097244888, + "TN": 4720847, + "TP": 1266, + "n_pred": 3018, + "n_ref": 8665 + }, + "5": { + "Dice": 0.718655462184874, + "FN": 1751, + "FP": 760, + "IoU": 0.5608604407135362, + "TN": 4725546, + "TP": 3207, + "n_pred": 3967, + "n_ref": 4958 + }, + "6": { + "Dice": 0.8988569416881373, + "FN": 89189, + "FP": 8206, + "IoU": 0.8162944268714316, + "TN": 4201095, + "TP": 432774, + "n_pred": 440980, + "n_ref": 521963 + }, + "7": { + "Dice": 0.5638203732899354, + "FN": 11477, + "FP": 74289, + "IoU": 0.3925834643550192, + "TN": 4590066, + "TP": 55432, + "n_pred": 129721, + "n_ref": 66909 + }, + "8": { + "Dice": 0.9557297724840645, + "FN": 1766, + "FP": 2040, + "IoU": 0.9152130811557397, + "TN": 4686375, + "TP": 41083, + "n_pred": 43123, + "n_ref": 42849 + }, + "9": { + "Dice": 0.8815718215887183, + "FN": 1105, + "FP": 4362, + "IoU": 0.7882239008328491, + "TN": 4705449, + "TP": 20348, + "n_pred": 24710, + "n_ref": 21453 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0193.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0193.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9766561199830589, + "FN": 663, + "FP": 1211, + "IoU": 0.9543772519232642, + "TN": 3638796, + "TP": 39202, + "n_pred": 40413, + "n_ref": 39865 + }, + "10": { + "Dice": 0.5, + "FN": 68, + "FP": 208, + "IoU": 0.3333333333333333, + "TN": 3679458, + "TP": 138, + "n_pred": 346, + "n_ref": 206 + }, + "11": { + "Dice": 0.7768075445337059, + "FN": 1597, + "FP": 959, + "IoU": 0.6350656767561393, + "TN": 3672868, + "TP": 4448, + "n_pred": 5407, + "n_ref": 6045 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3679872, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9297623098235551, + "FN": 1011, + "FP": 434, + "IoU": 0.8687437551094559, + "TN": 3668863, + "TP": 9564, + "n_pred": 9998, + "n_ref": 10575 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3679872, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3679872, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9484143685838198, + "FN": 409, + "FP": 2410, + "IoU": 0.9018898131068805, + "TN": 3651139, + "TP": 25914, + "n_pred": 28324, + "n_ref": 26323 + }, + "3": { + "Dice": 0.9143394529173652, + "FN": 1700, + "FP": 395, + "IoU": 0.8421964447122627, + "TN": 3666596, + "TP": 11181, + "n_pred": 11576, + "n_ref": 12881 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 10, + "IoU": 0.0, + "TN": 3679862, + "TP": 0, + "n_pred": 10, + "n_ref": 0 + }, + "5": { + "Dice": 0.8768436578171092, + "FN": 884, + "FP": 118, + "IoU": 0.7806959947472094, + "TN": 3675303, + "TP": 3567, + "n_pred": 3685, + "n_ref": 4451 + }, + "6": { + "Dice": 0.9742113891269125, + "FN": 2160, + "FP": 11353, + "IoU": 0.9497194439483241, + "TN": 3411120, + "TP": 255239, + "n_pred": 266592, + "n_ref": 257399 + }, + "7": { + "Dice": 0.9495889393857743, + "FN": 6413, + "FP": 2006, + "IoU": 0.9040165083853021, + "TN": 3592159, + "TP": 79294, + "n_pred": 81300, + "n_ref": 85707 + }, + "8": { + "Dice": 0.9219229457892942, + "FN": 154, + "FP": 75, + "IoU": 0.8551549652118912, + "TN": 3678291, + "TP": 1352, + "n_pred": 1427, + "n_ref": 1506 + }, + "9": { + "Dice": 0.9236885316740127, + "FN": 988, + "FP": 778, + "IoU": 0.8581981692628874, + "TN": 3667418, + "TP": 10688, + "n_pred": 11466, + "n_ref": 11676 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0214.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0214.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8098676988849731, + "FN": 2617, + "FP": 7256, + "IoU": 0.6804854368932038, + "TN": 2772812, + "TP": 21027, + "n_pred": 28283, + "n_ref": 23644 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 142, + "IoU": 0.0, + "TN": 2803570, + "TP": 0, + "n_pred": 142, + "n_ref": 0 + }, + "13": { + "Dice": 0.8235015305618644, + "FN": 7206, + "FP": 1731, + "IoU": 0.6999597126166656, + "TN": 2773926, + "TP": 20849, + "n_pred": 22580, + "n_ref": 28055 + }, + "14": { + "Dice": 0.9542969389425437, + "FN": 459, + "FP": 2333, + "IoU": 0.9125888356657588, + "TN": 2771771, + "TP": 29149, + "n_pred": 31482, + "n_ref": 29608 + }, + "15": { + "Dice": 0.7992368030527878, + "FN": 1217, + "FP": 1624, + "IoU": 0.6656073446327684, + "TN": 2795216, + "TP": 5655, + "n_pred": 7279, + "n_ref": 6872 + }, + "2": { + "Dice": 0.9572104794488447, + "FN": 1112, + "FP": 1627, + "IoU": 0.917932584269663, + "TN": 2770337, + "TP": 30636, + "n_pred": 32263, + "n_ref": 31748 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 1314, + "FP": 0, + "IoU": 0.0, + "TN": 2802398, + "TP": 0, + "n_pred": 0, + "n_ref": 1314 + }, + "5": { + "Dice": 0.39351557533375714, + "FN": 986, + "FP": 922, + "IoU": 0.2449544914918876, + "TN": 2801185, + "TP": 619, + "n_pred": 1541, + "n_ref": 1605 + }, + "6": { + "Dice": 0.9764980952572915, + "FN": 373, + "FP": 6623, + "IoU": 0.9540755036530849, + "TN": 2651375, + "TP": 145341, + "n_pred": 151964, + "n_ref": 145714 + }, + "7": { + "Dice": 0.7648033126293996, + "FN": 35, + "FP": 1101, + "IoU": 0.6191753268521623, + "TN": 2800729, + "TP": 1847, + "n_pred": 2948, + "n_ref": 1882 + }, + "8": { + "Dice": 0.2506265664160401, + "FN": 8, + "FP": 291, + "IoU": 0.14326647564469913, + "TN": 2803363, + "TP": 50, + "n_pred": 341, + "n_ref": 58 + }, + "9": { + "Dice": 0.9664984696831831, + "FN": 352, + "FP": 458, + "IoU": 0.9351688810629102, + "TN": 2791218, + "TP": 11684, + "n_pred": 12142, + "n_ref": 12036 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0217.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0217.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9843197153960673, + "FN": 827, + "FP": 795, + "IoU": 0.9691235818167974, + "TN": 1699788, + "TP": 50910, + "n_pred": 51705, + "n_ref": 51737 + }, + "10": { + "Dice": 0.8652237496343961, + "FN": 8254, + "FP": 5570, + "IoU": 0.7624619825764215, + "TN": 1694123, + "TP": 44373, + "n_pred": 49943, + "n_ref": 52627 + }, + "11": { + "Dice": 0.8296639629200464, + "FN": 43, + "FP": 251, + "IoU": 0.7089108910891089, + "TN": 1751310, + "TP": 716, + "n_pred": 967, + "n_ref": 759 + }, + "12": { + "Dice": 0.5335968379446641, + "FN": 143, + "FP": 93, + "IoU": 0.3638814016172507, + "TN": 1751949, + "TP": 135, + "n_pred": 228, + "n_ref": 278 + }, + "13": { + "Dice": 0.8674174862831031, + "FN": 3482, + "FP": 4323, + "IoU": 0.7658757536670966, + "TN": 1718983, + "TP": 25532, + "n_pred": 29855, + "n_ref": 29014 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.973749273549315, + "FN": 763, + "FP": 1902, + "IoU": 0.9488414950185245, + "TN": 1700227, + "TP": 49428, + "n_pred": 51330, + "n_ref": 50191 + }, + "3": { + "Dice": 0.9540831547828917, + "FN": 1184, + "FP": 509, + "IoU": 0.9121979047816616, + "TN": 1733038, + "TP": 17589, + "n_pred": 18098, + "n_ref": 18773 + }, + "4": { + "Dice": 0.8127581459385039, + "FN": 688, + "FP": 128, + "IoU": 0.6845767298028604, + "TN": 1749733, + "TP": 1771, + "n_pred": 1899, + "n_ref": 2459 + }, + "5": { + "Dice": 0.28475289169295476, + "FN": 3356, + "FP": 45, + "IoU": 0.16601275134870033, + "TN": 1748242, + "TP": 677, + "n_pred": 722, + "n_ref": 4033 + }, + "6": { + "Dice": 0.9801485022481532, + "FN": 4837, + "FP": 4598, + "IoU": 0.9610698267431929, + "TN": 1509963, + "TP": 232922, + "n_pred": 237520, + "n_ref": 237759 + }, + "7": { + "Dice": 0.9179737294241535, + "FN": 2921, + "FP": 2999, + "IoU": 0.8483839573835988, + "TN": 1713274, + "TP": 33126, + "n_pred": 36125, + "n_ref": 36047 + }, + "8": { + "Dice": 0.8351827159935817, + "FN": 7936, + "FP": 6650, + "IoU": 0.717007489038066, + "TN": 1700778, + "TP": 36956, + "n_pred": 43606, + "n_ref": 44892 + }, + "9": { + "Dice": 0.9235947492426793, + "FN": 188, + "FP": 493, + "IoU": 0.858036272670419, + "TN": 1747523, + "TP": 4116, + "n_pred": 4609, + "n_ref": 4304 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0226.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0226.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7970762269404803, + "FN": 310, + "FP": 273, + "IoU": 0.6626157407407407, + "TN": 3152448, + "TP": 1145, + "n_pred": 1418, + "n_ref": 1455 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8334189351138503, + "FN": 909, + "FP": 64, + "IoU": 0.7144115057235104, + "TN": 3150769, + "TP": 2434, + "n_pred": 2498, + "n_ref": 3343 + }, + "13": { + "Dice": 0.625, + "FN": 1, + "FP": 5, + "IoU": 0.45454545454545453, + "TN": 3154165, + "TP": 5, + "n_pred": 10, + "n_ref": 6 + }, + "14": { + "Dice": 0.6964551683050343, + "FN": 3838, + "FP": 238, + "IoU": 0.5342778793418648, + "TN": 3145424, + "TP": 4676, + "n_pred": 4914, + "n_ref": 8514 + }, + "15": { + "Dice": 0.910026267052401, + "FN": 7295, + "FP": 138, + "IoU": 0.8349066032916509, + "TN": 3109153, + "TP": 37590, + "n_pred": 37728, + "n_ref": 44885 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9672300386396484, + "FN": 355, + "FP": 756, + "IoU": 0.9365396698463472, + "TN": 3136669, + "TP": 16396, + "n_pred": 17152, + "n_ref": 16751 + }, + "4": { + "Dice": 0.701948051948052, + "FN": 509, + "FP": 409, + "IoU": 0.5407703851925963, + "TN": 3152177, + "TP": 1081, + "n_pred": 1490, + "n_ref": 1590 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.958349539189989, + "FN": 4570, + "FP": 2819, + "IoU": 0.920029871099711, + "TN": 3061779, + "TP": 85008, + "n_pred": 87827, + "n_ref": 89578 + }, + "7": { + "Dice": 0.7269925759910352, + "FN": 162, + "FP": 7634, + "IoU": 0.5710827464788732, + "TN": 3136000, + "TP": 10380, + "n_pred": 18014, + "n_ref": 10542 + }, + "8": { + "Dice": 0.8390177952189066, + "FN": 8014, + "FP": 10323, + "IoU": 0.7226792897976467, + "TN": 3088054, + "TP": 47785, + "n_pred": 58108, + "n_ref": 55799 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0237.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0237.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9530248751198345, + "FN": 169, + "FP": 762, + "IoU": 0.9102650602409639, + "TN": 1917177, + "TP": 9444, + "n_pred": 10206, + "n_ref": 9613 + }, + "10": { + "Dice": 0.5164758121056322, + "FN": 2057, + "FP": 12, + "IoU": 0.3481411468178954, + "TN": 1924378, + "TP": 1105, + "n_pred": 1117, + "n_ref": 3162 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 36, + "IoU": 0.0, + "TN": 1927516, + "TP": 0, + "n_pred": 36, + "n_ref": 0 + }, + "13": { + "Dice": 0.8255374311331966, + "FN": 2688, + "FP": 2157, + "IoU": 0.7029065489330389, + "TN": 1911244, + "TP": 11463, + "n_pred": 13620, + "n_ref": 14151 + }, + "14": { + "Dice": 0.6577565632458234, + "FN": 717, + "FP": 0, + "IoU": 0.4900426742532006, + "TN": 1926146, + "TP": 689, + "n_pred": 689, + "n_ref": 1406 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.7495813953488372, + "FN": 62, + "FP": 2630, + "IoU": 0.5994643654218123, + "TN": 1920831, + "TP": 4029, + "n_pred": 6659, + "n_ref": 4091 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9661012475585508, + "FN": 5868, + "FP": 1838, + "IoU": 0.9344253925030848, + "TN": 1810037, + "TP": 109809, + "n_pred": 111647, + "n_ref": 115677 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 3172, + "IoU": 0.0, + "TN": 1924380, + "TP": 0, + "n_pred": 3172, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 14, + "FP": 14755, + "IoU": 0.0, + "TN": 1912783, + "TP": 0, + "n_pred": 14755, + "n_ref": 14 + }, + "9": { + "Dice": 0.688953488372093, + "FN": 1712, + "FP": 0, + "IoU": 0.5254988913525499, + "TN": 1923944, + "TP": 1896, + "n_pred": 1896, + "n_ref": 3608 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0248.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0248.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7167058823529412, + "FN": 811, + "FP": 393, + "IoU": 0.5584891822515585, + "TN": 2100057, + "TP": 1523, + "n_pred": 1916, + "n_ref": 2334 + }, + "10": { + "Dice": 0.7655794080867028, + "FN": 8015, + "FP": 983, + "IoU": 0.6201933223587016, + "TN": 2079093, + "TP": 14693, + "n_pred": 15676, + "n_ref": 22708 + }, + "11": { + "Dice": 0.8604992657856094, + "FN": 247, + "FP": 228, + "IoU": 0.7551546391752577, + "TN": 2100844, + "TP": 1465, + "n_pred": 1693, + "n_ref": 1712 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8413678818921362, + "FN": 2796, + "FP": 3522, + "IoU": 0.7261734494864127, + "TN": 2079711, + "TP": 16755, + "n_pred": 20277, + "n_ref": 19551 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 91, + "IoU": 0.0, + "TN": 2102693, + "TP": 0, + "n_pred": 91, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9671196742932507, + "FN": 912, + "FP": 1955, + "IoU": 0.9363327485509982, + "TN": 2057753, + "TP": 42164, + "n_pred": 44119, + "n_ref": 43076 + }, + "3": { + "Dice": 0.9660272706263, + "FN": 2394, + "FP": 2016, + "IoU": 0.9342869915064819, + "TN": 2035674, + "TP": 62700, + "n_pred": 64716, + "n_ref": 65094 + }, + "4": { + "Dice": 0.0, + "FN": 95, + "FP": 0, + "IoU": 0.0, + "TN": 2102689, + "TP": 0, + "n_pred": 0, + "n_ref": 95 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8595890036019663, + "FN": 1350, + "FP": 11475, + "IoU": 0.7537536960946201, + "TN": 2050702, + "TP": 39257, + "n_pred": 50732, + "n_ref": 40607 + }, + "7": { + "Dice": 0.7403607193800273, + "FN": 139402, + "FP": 1848, + "IoU": 0.5877561384205442, + "TN": 1760147, + "TP": 201387, + "n_pred": 203235, + "n_ref": 340789 + }, + "8": { + "Dice": 0.9122125040492387, + "FN": 1443, + "FP": 1538, + "IoU": 0.8385944014294223, + "TN": 2084315, + "TP": 15488, + "n_pred": 17026, + "n_ref": 16931 + }, + "9": { + "Dice": 0.9431548313588755, + "FN": 1292, + "FP": 2849, + "IoU": 0.8924247934743077, + "TN": 2064290, + "TP": 34353, + "n_pred": 37202, + "n_ref": 35645 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0272.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0272.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9675395595743059, + "FN": 1810, + "FP": 746, + "IoU": 0.9371202243597628, + "TN": 4515383, + "TP": 38093, + "n_pred": 38839, + "n_ref": 39903 + }, + "10": { + "Dice": 0.8218844984802431, + "FN": 304, + "FP": 868, + "IoU": 0.6976264189886481, + "TN": 4552156, + "TP": 2704, + "n_pred": 3572, + "n_ref": 3008 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4556032, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 46, + "FP": 0, + "IoU": 0.0, + "TN": 4555986, + "TP": 0, + "n_pred": 0, + "n_ref": 46 + }, + "13": { + "Dice": 0.70703125, + "FN": 150, + "FP": 0, + "IoU": 0.5468277945619335, + "TN": 4555701, + "TP": 181, + "n_pred": 181, + "n_ref": 331 + }, + "14": { + "Dice": 0.9390880217785844, + "FN": 4395, + "FP": 975, + "IoU": 0.8851705335186572, + "TN": 4509267, + "TP": 41395, + "n_pred": 42370, + "n_ref": 45790 + }, + "15": { + "Dice": 0.9081149352699716, + "FN": 170, + "FP": 3904, + "IoU": 0.8316946211683054, + "TN": 4531826, + "TP": 20132, + "n_pred": 24036, + "n_ref": 20302 + }, + "2": { + "Dice": 0.885053405956002, + "FN": 1411, + "FP": 5089, + "IoU": 0.7938078923994417, + "TN": 4524508, + "TP": 25024, + "n_pred": 30113, + "n_ref": 26435 + }, + "3": { + "Dice": 0.9402295005185507, + "FN": 7622, + "FP": 1311, + "IoU": 0.8872010505846403, + "TN": 4476838, + "TP": 70261, + "n_pred": 71572, + "n_ref": 77883 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4556032, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6263443331188528, + "FN": 2139, + "FP": 1926, + "IoU": 0.45596895074946464, + "TN": 4548560, + "TP": 3407, + "n_pred": 5333, + "n_ref": 5546 + }, + "6": { + "Dice": 0.9719360118929947, + "FN": 6440, + "FP": 7756, + "IoU": 0.9454041996769479, + "TN": 4296012, + "TP": 245824, + "n_pred": 253580, + "n_ref": 252264 + }, + "7": { + "Dice": 0.9785677272256192, + "FN": 2167, + "FP": 4037, + "IoU": 0.9580348627204286, + "TN": 4408195, + "TP": 141633, + "n_pred": 145670, + "n_ref": 143800 + }, + "8": { + "Dice": 0.9471454721447533, + "FN": 3550, + "FP": 1965, + "IoU": 0.899597662436964, + "TN": 4501103, + "TP": 49414, + "n_pred": 51379, + "n_ref": 52964 + }, + "9": { + "Dice": 0.8938963938396337, + "FN": 3522, + "FP": 2086, + "IoU": 0.8081488830351339, + "TN": 4526801, + "TP": 23623, + "n_pred": 25709, + "n_ref": 27145 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0297.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0297.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9748050076743967, + "FN": 197, + "FP": 2216, + "IoU": 0.9508483897908052, + "TN": 1878459, + "TP": 46680, + "n_pred": 48896, + "n_ref": 46877 + }, + "10": { + "Dice": 0.9044137147186967, + "FN": 1693, + "FP": 830, + "IoU": 0.8255066048827719, + "TN": 1913093, + "TP": 11936, + "n_pred": 12766, + "n_ref": 13629 + }, + "11": { + "Dice": 0.6858789625360231, + "FN": 93, + "FP": 16, + "IoU": 0.5219298245614035, + "TN": 1927324, + "TP": 119, + "n_pred": 135, + "n_ref": 212 + }, + "12": { + "Dice": 0.6637744034707158, + "FN": 152, + "FP": 3, + "IoU": 0.4967532467532468, + "TN": 1927244, + "TP": 153, + "n_pred": 156, + "n_ref": 305 + }, + "13": { + "Dice": 0.6375997303067761, + "FN": 4724, + "FP": 1726, + "IoU": 0.4679973606070604, + "TN": 1915428, + "TP": 5674, + "n_pred": 7400, + "n_ref": 10398 + }, + "14": { + "Dice": 0.8748961681534183, + "FN": 2534, + "FP": 4394, + "IoU": 0.7776137129650434, + "TN": 1896399, + "TP": 24225, + "n_pred": 28619, + "n_ref": 26759 + }, + "15": { + "Dice": 0.7961619123624283, + "FN": 10774, + "FP": 209, + "IoU": 0.6613529847064628, + "TN": 1895120, + "TP": 21449, + "n_pred": 21658, + "n_ref": 32223 + }, + "2": { + "Dice": 0.9772352456119684, + "FN": 1049, + "FP": 497, + "IoU": 0.9554838895447608, + "TN": 1892823, + "TP": 33183, + "n_pred": 33680, + "n_ref": 34232 + }, + "3": { + "Dice": 0.6479031804109203, + "FN": 397, + "FP": 854, + "IoU": 0.4791840133222315, + "TN": 1925150, + "TP": 1151, + "n_pred": 2005, + "n_ref": 1548 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.871866295264624, + "FN": 1093, + "FP": 195, + "IoU": 0.7728395061728395, + "TN": 1921882, + "TP": 4382, + "n_pred": 4577, + "n_ref": 5475 + }, + "6": { + "Dice": 0.9544194299656205, + "FN": 7294, + "FP": 926, + "IoU": 0.9128128977513789, + "TN": 1833272, + "TP": 86060, + "n_pred": 86986, + "n_ref": 93354 + }, + "7": { + "Dice": 0.8595321505254832, + "FN": 13, + "FP": 1230, + "IoU": 0.7536662703131193, + "TN": 1922506, + "TP": 3803, + "n_pred": 5033, + "n_ref": 3816 + }, + "8": { + "Dice": 0.951399380329296, + "FN": 1373, + "FP": 2423, + "IoU": 0.9073038509438109, + "TN": 1886601, + "TP": 37155, + "n_pred": 39578, + "n_ref": 38528 + }, + "9": { + "Dice": 0.9344812559624059, + "FN": 910, + "FP": 4653, + "IoU": 0.8770200066320327, + "TN": 1882317, + "TP": 39672, + "n_pred": 44325, + "n_ref": 40582 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0302.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0302.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7981491265991002, + "FN": 9380, + "FP": 3227, + "IoU": 0.6640999680272834, + "TN": 2415716, + "TP": 24925, + "n_pred": 28152, + "n_ref": 34305 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 982, + "FP": 19, + "IoU": 0.0, + "TN": 2452247, + "TP": 0, + "n_pred": 19, + "n_ref": 982 + }, + "13": { + "Dice": 0.13785557986870897, + "FN": 29071, + "FP": 1661, + "IoU": 0.07403055229142186, + "TN": 2420059, + "TP": 2457, + "n_pred": 4118, + "n_ref": 31528 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 11524, + "IoU": 0.0, + "TN": 2441724, + "TP": 0, + "n_pred": 11524, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 1646, + "IoU": 0.0, + "TN": 2451602, + "TP": 0, + "n_pred": 1646, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 2453242, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "3": { + "Dice": 0.9692834233807607, + "FN": 2143, + "FP": 711, + "IoU": 0.9403976276000334, + "TN": 2405364, + "TP": 45030, + "n_pred": 45741, + "n_ref": 47173 + }, + "4": { + "Dice": 0.8761688219411681, + "FN": 680, + "FP": 3677, + "IoU": 0.7796267260128471, + "TN": 2433477, + "TP": 15414, + "n_pred": 19091, + "n_ref": 16094 + }, + "5": { + "Dice": 0.8249530732057989, + "FN": 3672, + "FP": 711, + "IoU": 0.7020596832302359, + "TN": 2438537, + "TP": 10328, + "n_pred": 11039, + "n_ref": 14000 + }, + "6": { + "Dice": 0.9841755439701728, + "FN": 5577, + "FP": 5420, + "IoU": 0.968844112905739, + "TN": 2100281, + "TP": 341970, + "n_pred": 347390, + "n_ref": 347547 + }, + "7": { + "Dice": 0.9043049741883825, + "FN": 9972, + "FP": 19428, + "IoU": 0.8253254353496164, + "TN": 2284935, + "TP": 138913, + "n_pred": 158341, + "n_ref": 148885 + }, + "8": { + "Dice": 0.9757297355951822, + "FN": 435, + "FP": 907, + "IoU": 0.9526096475739813, + "TN": 2424930, + "TP": 26976, + "n_pred": 27883, + "n_ref": 27411 + }, + "9": { + "Dice": 0.829128523905495, + "FN": 2638, + "FP": 4399, + "IoU": 0.70812940688511, + "TN": 2429138, + "TP": 17073, + "n_pred": 21472, + "n_ref": 19711 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0307.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0307.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9722505874071797, + "FN": 802, + "FP": 1997, + "IoU": 0.9459996527308857, + "TN": 2226183, + "TP": 49034, + "n_pred": 51031, + "n_ref": 49836 + }, + "10": { + "Dice": 0.9032740116831952, + "FN": 461, + "FP": 963, + "IoU": 0.8236095627399975, + "TN": 2269943, + "TP": 6649, + "n_pred": 7612, + "n_ref": 7110 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.46258503401360546, + "FN": 309, + "FP": 7, + "IoU": 0.3008849557522124, + "TN": 2277564, + "TP": 136, + "n_pred": 143, + "n_ref": 445 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9657397857587795, + "FN": 2095, + "FP": 1260, + "IoU": 0.9337493335439664, + "TN": 2227375, + "TP": 47286, + "n_pred": 48546, + "n_ref": 49381 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9534108937070334, + "FN": 1311, + "FP": 451, + "IoU": 0.9109696326613107, + "TN": 2258225, + "TP": 18029, + "n_pred": 18480, + "n_ref": 19340 + }, + "7": { + "Dice": 0.9743584697732998, + "FN": 2551, + "FP": 2661, + "IoU": 0.9499990406569581, + "TN": 2173778, + "TP": 99026, + "n_pred": 101687, + "n_ref": 101577 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0367.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0367.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9835586306747783, + "FN": 210, + "FP": 971, + "IoU": 0.9676491535637978, + "TN": 2591974, + "TP": 35325, + "n_pred": 36296, + "n_ref": 35535 + }, + "10": { + "Dice": 0.8013698630136986, + "FN": 808, + "FP": 4, + "IoU": 0.6685714285714286, + "TN": 2626030, + "TP": 1638, + "n_pred": 1642, + "n_ref": 2446 + }, + "11": { + "Dice": 0.7655807365439093, + "FN": 26, + "FP": 636, + "IoU": 0.6201950659781985, + "TN": 2626737, + "TP": 1081, + "n_pred": 1717, + "n_ref": 1107 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8870177952943986, + "FN": 1657, + "FP": 235, + "IoU": 0.7969739242407984, + "TN": 2619161, + "TP": 7427, + "n_pred": 7662, + "n_ref": 9084 + }, + "14": { + "Dice": 0.9379838995182169, + "FN": 2965, + "FP": 5093, + "IoU": 0.8832106209055598, + "TN": 2559484, + "TP": 60938, + "n_pred": 66031, + "n_ref": 63903 + }, + "15": { + "Dice": 0.47061768223155437, + "FN": 6779, + "FP": 12256, + "IoU": 0.307717486179808, + "TN": 2600984, + "TP": 8461, + "n_pred": 20717, + "n_ref": 15240 + }, + "2": { + "Dice": 0.517934119560797, + "FN": 11820, + "FP": 34, + "IoU": 0.3494676764350785, + "TN": 2610258, + "TP": 6368, + "n_pred": 6402, + "n_ref": 18188 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 11140, + "IoU": 0.0, + "TN": 2617340, + "TP": 0, + "n_pred": 11140, + "n_ref": 0 + }, + "4": { + "Dice": 0.7986960065199674, + "FN": 61, + "FP": 927, + "IoU": 0.6648575305291723, + "TN": 2625532, + "TP": 1960, + "n_pred": 2887, + "n_ref": 2021 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9644431698931373, + "FN": 5560, + "FP": 5723, + "IoU": 0.9313280950439128, + "TN": 2464177, + "TP": 153020, + "n_pred": 158743, + "n_ref": 158580 + }, + "7": { + "Dice": 0.969453959000688, + "FN": 3267, + "FP": 862, + "IoU": 0.940718726220729, + "TN": 2558829, + "TP": 65522, + "n_pred": 66384, + "n_ref": 68789 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.823751117925131, + "FN": 2257, + "FP": 3261, + "IoU": 0.7003204257861294, + "TN": 2610067, + "TP": 12895, + "n_pred": 16156, + "n_ref": 15152 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0387.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0387.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9437869822485208, + "FN": 10, + "FP": 28, + "IoU": 0.8935574229691877, + "TN": 3854747, + "TP": 319, + "n_pred": 347, + "n_ref": 329 + }, + "10": { + "Dice": 0.8624590419722266, + "FN": 3199, + "FP": 3853, + "IoU": 0.7581784514093683, + "TN": 3825942, + "TP": 22110, + "n_pred": 25963, + "n_ref": 25309 + }, + "11": { + "Dice": 0.7082441994405134, + "FN": 968, + "FP": 805, + "IoU": 0.5482802547770701, + "TN": 3851179, + "TP": 2152, + "n_pred": 2957, + "n_ref": 3120 + }, + "12": { + "Dice": 0.5628172588832487, + "FN": 1618, + "FP": 1138, + "IoU": 0.3916114790286976, + "TN": 3850574, + "TP": 1774, + "n_pred": 2912, + "n_ref": 3392 + }, + "13": { + "Dice": 0.8702077057237989, + "FN": 2573, + "FP": 1520, + "IoU": 0.7702368923318738, + "TN": 3837290, + "TP": 13721, + "n_pred": 15241, + "n_ref": 16294 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3855104, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3855104, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9719367443683624, + "FN": 1123, + "FP": 1168, + "IoU": 0.9454055857401582, + "TN": 3813140, + "TP": 39673, + "n_pred": 40841, + "n_ref": 40796 + }, + "3": { + "Dice": 0.968397249355897, + "FN": 364, + "FP": 1341, + "IoU": 0.9387307747592353, + "TN": 3827276, + "TP": 26123, + "n_pred": 27464, + "n_ref": 26487 + }, + "4": { + "Dice": 0.8465415849901988, + "FN": 808, + "FP": 288, + "IoU": 0.7339159990288905, + "TN": 3850985, + "TP": 3023, + "n_pred": 3311, + "n_ref": 3831 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3855104, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9726687215197685, + "FN": 4458, + "FP": 12372, + "IoU": 0.9467916940664677, + "TN": 3538800, + "TP": 299474, + "n_pred": 311846, + "n_ref": 303932 + }, + "7": { + "Dice": 0.96005096393732, + "FN": 3296, + "FP": 7929, + "IoU": 0.9231711657449488, + "TN": 3709000, + "TP": 134879, + "n_pred": 142808, + "n_ref": 138175 + }, + "8": { + "Dice": 0.8093023255813954, + "FN": 93, + "FP": 30, + "IoU": 0.6796875, + "TN": 3854720, + "TP": 261, + "n_pred": 291, + "n_ref": 354 + }, + "9": { + "Dice": 0.968920105355575, + "FN": 439, + "FP": 446, + "IoU": 0.9397138964577657, + "TN": 3840424, + "TP": 13795, + "n_pred": 14241, + "n_ref": 14234 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0391.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0391.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2723, + "IoU": 0.0, + "TN": 3852381, + "TP": 0, + "n_pred": 2723, + "n_ref": 0 + }, + "10": { + "Dice": 0.408787794404303, + "FN": 38838, + "FP": 1501, + "IoU": 0.25690338030763565, + "TN": 3800819, + "TP": 13946, + "n_pred": 15447, + "n_ref": 52784 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3855104, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5204534253326762, + "FN": 799, + "FP": 174, + "IoU": 0.351765489673551, + "TN": 3853603, + "TP": 528, + "n_pred": 702, + "n_ref": 1327 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3855104, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.945204980924249, + "FN": 17048, + "FP": 1020, + "IoU": 0.896102999948247, + "TN": 3681201, + "TP": 155835, + "n_pred": 156855, + "n_ref": 172883 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3855104, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.6395417879538312, + "FN": 48923, + "FP": 857, + "IoU": 0.47009293066924984, + "TN": 3761163, + "TP": 44161, + "n_pred": 45018, + "n_ref": 93084 + }, + "3": { + "Dice": 0.7918691333931288, + "FN": 19373, + "FP": 43976, + "IoU": 0.655449798759926, + "TN": 3671244, + "TP": 120511, + "n_pred": 164487, + "n_ref": 139884 + }, + "4": { + "Dice": 0.890087660148348, + "FN": 784, + "FP": 31, + "IoU": 0.8019441069258809, + "TN": 3850989, + "TP": 3300, + "n_pred": 3331, + "n_ref": 4084 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3855104, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9739953445399104, + "FN": 5735, + "FP": 9492, + "IoU": 0.9493088938306457, + "TN": 3554716, + "TP": 285161, + "n_pred": 294653, + "n_ref": 290896 + }, + "7": { + "Dice": 0.9111672008845307, + "FN": 4785, + "FP": 11123, + "IoU": 0.8368293108223155, + "TN": 3757611, + "TP": 81585, + "n_pred": 92708, + "n_ref": 86370 + }, + "8": { + "Dice": 0.9427027027027027, + "FN": 50, + "FP": 56, + "IoU": 0.8916155419222904, + "TN": 3854126, + "TP": 872, + "n_pred": 928, + "n_ref": 922 + }, + "9": { + "Dice": 0.8570545877991397, + "FN": 5255, + "FP": 760, + "IoU": 0.7498648480059883, + "TN": 3831057, + "TP": 18032, + "n_pred": 18792, + "n_ref": 23287 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0410.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2811782/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset255_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-250__unc-power_pe__seed-12348/gt_segmentations/amos_0410.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": 0.6595084623335954, + "FN": 4024.9044444444444, + "FP": 4230.694666666667, + "IoU": 0.570576926462943, + "TN": 2886726.543111111, + "TP": 25551.191111111108, + "n_pred": 29781.88577777778, + "n_ref": 29576.09555555556 + }, + "mean": { + "1": { + "Dice": 0.7731156450259646, + "FN": 5933.8133333333335, + "FP": 2017.6199999999997, + "IoU": 0.7093857240830873, + "TN": 2885720.36, + "TP": 26861.54, + "n_pred": 28879.159999999996, + "n_ref": 32795.35333333333 + }, + "10": { + "Dice": 0.6571687001508187, + "FN": 3461.653333333333, + "FP": 2874.4533333333334, + "IoU": 0.5436671960024393, + "TN": 2903003.5266666664, + "TP": 11193.7, + "n_pred": 14068.153333333332, + "n_ref": 14655.353333333333 + }, + "11": { + "Dice": 0.4920655520962544, + "FN": 277.09333333333336, + "FP": 237.21999999999997, + "IoU": 0.3729156403715016, + "TN": 2919515.3600000003, + "TP": 503.66, + "n_pred": 740.8799999999999, + "n_ref": 780.7533333333333 + }, + "12": { + "Dice": 0.4197724996558456, + "FN": 269.21999999999997, + "FP": 200.9, + "IoU": 0.3222089488293413, + "TN": 2919609.046666667, + "TP": 454.1666666666667, + "n_pred": 655.0666666666666, + "n_ref": 723.3866666666667 + }, + "13": { + "Dice": 0.567486004820028, + "FN": 3737.5333333333338, + "FP": 3218.8799999999997, + "IoU": 0.4481278762971585, + "TN": 2906117.7866666666, + "TP": 7459.133333333334, + "n_pred": 10678.013333333332, + "n_ref": 11196.666666666668 + }, + "14": { + "Dice": 0.6324183296219315, + "FN": 4203.54, + "FP": 6754.886666666665, + "IoU": 0.5537169494433687, + "TN": 2888671.6933333334, + "TP": 20903.213333333333, + "n_pred": 27658.1, + "n_ref": 25106.753333333334 + }, + "15": { + "Dice": 0.5532577061693758, + "FN": 2884.88, + "FP": 2768.586666666667, + "IoU": 0.45258372253265, + "TN": 2907102.32, + "TP": 7777.546666666666, + "n_pred": 10546.133333333333, + "n_ref": 10662.426666666666 + }, + "2": { + "Dice": 0.7714688528097426, + "FN": 3053.78, + "FP": 2502.2799999999997, + "IoU": 0.7011201016872372, + "TN": 2893673.6533333333, + "TP": 21303.620000000003, + "n_pred": 23805.9, + "n_ref": 24357.4 + }, + "3": { + "Dice": 0.7694034076384214, + "FN": 4062.3, + "FP": 3126.6333333333337, + "IoU": 0.7078090628925343, + "TN": 2890143.84, + "TP": 23200.56, + "n_pred": 26327.193333333336, + "n_ref": 27262.859999999997 + }, + "4": { + "Dice": 0.5316129216837021, + "FN": 2314.68, + "FP": 1780.9, + "IoU": 0.45178668340267913, + "TN": 2910373.393333333, + "TP": 6064.36, + "n_pred": 7845.259999999999, + "n_ref": 8379.039999999999 + }, + "5": { + "Dice": 0.4938790644641797, + "FN": 766.54, + "FP": 527.8066666666667, + "IoU": 0.3800548119793052, + "TN": 2917841.893333333, + "TP": 1397.0933333333332, + "n_pred": 1924.9, + "n_ref": 2163.633333333333 + }, + "6": { + "Dice": 0.9054032616158038, + "FN": 13600.673333333334, + "FP": 19615.1, + "IoU": 0.8509885574640338, + "TN": 2714837.413333333, + "TP": 172480.14666666667, + "n_pred": 192095.24666666664, + "n_ref": 186080.81999999998 + }, + "7": { + "Dice": 0.7327320564048831, + "FN": 12639.780000000002, + "FP": 14294.353333333333, + "IoU": 0.6439860094693594, + "TN": 2834590.04, + "TP": 59009.159999999996, + "n_pred": 73303.51333333334, + "n_ref": 71648.93999999999 + }, + "8": { + "Dice": 0.837557765879693, + "FN": 1292.9533333333334, + "FP": 1596.3066666666666, + "IoU": 0.7651199223439482, + "TN": 2903220.2733333334, + "TP": 14423.8, + "n_pred": 16020.106666666668, + "n_ref": 15716.753333333332 + }, + "9": { + "Dice": 0.7552851669672892, + "FN": 1875.1266666666666, + "FP": 1944.4933333333333, + "IoU": 0.6551826901455016, + "TN": 2906477.5466666664, + "TP": 10236.166666666666, + "n_pred": 12180.66, + "n_ref": 12111.293333333333 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/loop_000/summary.json b/nnActive_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/loop_000/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0070e14e1907ae63114e97d0a5f95afc83ca141b --- /dev/null +++ b/nnActive_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/loop_000/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.806475239914909, + "FN": 24047.72266666667, + "FP": 17764.658666666663, + "IoU": 0.7086989981314552, + "TN": 96252605.65066665, + "TP": 162542.80800000002, + "n_pred": 180307.4666666667, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.9154784835297698, + "FN": 16298.24, + "FP": 11638.14, + "IoU": 0.8681441400160105, + "TN": 96251034.56, + "TP": 177989.9, + "n_pred": 189628.04, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.7743869727428231, + "FN": 13285.9, + "FP": 20449.78, + "IoU": 0.6537596651071645, + "TN": 96362288.5, + "TP": 60936.66, + "n_pred": 81386.44, + "n_ref": 74222.56 + }, + "11": { + "Dice": 0.7661438140230026, + "FN": 977.5, + "FP": 598.86, + "IoU": 0.6310520625392042, + "TN": 96452661.6, + "TP": 2722.88, + "n_pred": 3321.74, + "n_ref": 3700.38 + }, + "12": { + "Dice": 0.7451782513725809, + "FN": 1268.32, + "FP": 676.84, + "IoU": 0.6077921911029347, + "TN": 96452047.34, + "TP": 2968.34, + "n_pred": 3645.18, + "n_ref": 4236.66 + }, + "13": { + "Dice": 0.6658752394405469, + "FN": 21532.02, + "FP": 11894.22, + "IoU": 0.5257094900713319, + "TN": 96387208.48, + "TP": 36326.12, + "n_pred": 48220.34, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.7563887390102897, + "FN": 50441.16, + "FP": 18174.12, + "IoU": 0.6531023234236671, + "TN": 96300428.58, + "TP": 87916.98, + "n_pred": 106091.1, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.6700431312832322, + "FN": 16063.04, + "FP": 19696.94, + "IoU": 0.5411563732991835, + "TN": 96383216.86, + "TP": 37984.0, + "n_pred": 57680.94, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.9212002398933516, + "FN": 12158.66, + "FP": 12280.22, + "IoU": 0.8604515399267588, + "TN": 96287838.92, + "TP": 144683.04, + "n_pred": 156963.26, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.9238057527483649, + "FN": 14077.36, + "FP": 9815.74, + "IoU": 0.8658663976198991, + "TN": 96283742.52, + "TP": 149325.22, + "n_pred": 159140.96, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.6965528008048838, + "FN": 7059.0, + "FP": 5739.58, + "IoU": 0.6069573287956584, + "TN": 96424643.76, + "TP": 19518.5, + "n_pred": 25258.08, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.7472772612706843, + "FN": 6378.5, + "FP": 2607.14, + "IoU": 0.6167192512508772, + "TN": 96437201.54, + "TP": 10773.66, + "n_pred": 13380.8, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.9411897100038664, + "FN": 75475.32, + "FP": 96148.5, + "IoU": 0.8948052210363331, + "TN": 95001588.72, + "TP": 1283748.3, + "n_pred": 1379896.8, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.7733096398366561, + "FN": 102112.28, + "FP": 39989.5, + "IoU": 0.6592995707144922, + "TN": 96078046.68, + "TP": 236812.38, + "n_pred": 276801.88, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.9288659008885977, + "FN": 12959.08, + "FP": 8374.78, + "IoU": 0.8688296894410276, + "TN": 96316216.88, + "TP": 119410.1, + "n_pred": 127784.88, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.8714326618749834, + "FN": 10629.46, + "FP": 8385.52, + "IoU": 0.7768397276272857, + "TN": 96370919.82, + "TP": 67026.04, + "n_pred": 75411.56, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9499434013402988, + "FN": 3316, + "FP": 6103, + "IoU": 0.904659236990475, + "TN": 119494527, + "TP": 89374, + "n_pred": 95477, + "n_ref": 92690 + }, + "10": { + "Dice": 0.7760437491926208, + "FN": 12257, + "FP": 24150, + "IoU": 0.6340453334673569, + "TN": 119493835, + "TP": 63078, + "n_pred": 87228, + "n_ref": 75335 + }, + "11": { + "Dice": 0.7488385598141696, + "FN": 967, + "FP": 763, + "IoU": 0.5985147365978185, + "TN": 119589011, + "TP": 2579, + "n_pred": 3342, + "n_ref": 3546 + }, + "12": { + "Dice": 0.8137867221836688, + "FN": 947, + "FP": 663, + "IoU": 0.6860374414976599, + "TN": 119588192, + "TP": 3518, + "n_pred": 4181, + "n_ref": 4465 + }, + "13": { + "Dice": 0.5425714139186625, + "FN": 26308, + "FP": 18289, + "IoU": 0.3722799313121076, + "TN": 119522274, + "TP": 26449, + "n_pred": 44738, + "n_ref": 52757 + }, + "14": { + "Dice": 0.38353462041401204, + "FN": 187798, + "FP": 4075, + "IoU": 0.23726745110510414, + "TN": 119341760, + "TP": 59687, + "n_pred": 63762, + "n_ref": 247485 + }, + "15": { + "Dice": 0.02021742199632924, + "FN": 31073, + "FP": 142422, + "IoU": 0.010211940553954987, + "TN": 119418035, + "TP": 1790, + "n_pred": 144212, + "n_ref": 32863 + }, + "2": { + "Dice": 0.9593280904883161, + "FN": 4418, + "FP": 7146, + "IoU": 0.9218352890282809, + "TN": 119445376, + "TP": 136380, + "n_pred": 143526, + "n_ref": 140798 + }, + "3": { + "Dice": 0.9597671318524461, + "FN": 7661, + "FP": 5981, + "IoU": 0.9226464200863013, + "TN": 119416961, + "TP": 162717, + "n_pred": 168698, + "n_ref": 170378 + }, + "4": { + "Dice": 0.8411025152132781, + "FN": 20136, + "FP": 1615, + "IoU": 0.725778186815265, + "TN": 119514001, + "TP": 57568, + "n_pred": 59183, + "n_ref": 77704 + }, + "5": { + "Dice": 0.07165358776040197, + "FN": 61091, + "FP": 21128, + "IoU": 0.03715804759228031, + "TN": 119507928, + "TP": 3173, + "n_pred": 24301, + "n_ref": 64264 + }, + "6": { + "Dice": 0.9699355928526174, + "FN": 32974, + "FP": 38253, + "IoU": 0.9416261605803045, + "TN": 118373133, + "TP": 1148960, + "n_pred": 1187213, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 109300, + "IoU": 0.0, + "TN": 119484020, + "TP": 0, + "n_pred": 109300, + "n_ref": 0 + }, + "8": { + "Dice": 0.8485759828988952, + "FN": 56262, + "FP": 25909, + "IoU": 0.7369795751137117, + "TN": 119280907, + "TP": 230242, + "n_pred": 256151, + "n_ref": 286504 + }, + "9": { + "Dice": 0.8658855066255821, + "FN": 13869, + "FP": 5543, + "IoU": 0.7634903809837105, + "TN": 119511243, + "TP": 62665, + "n_pred": 68208, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9622751946375452, + "FN": 8542, + "FP": 5573, + "IoU": 0.927293237730251, + "TN": 72631524, + "TP": 180021, + "n_pred": 185594, + "n_ref": 188563 + }, + "10": { + "Dice": 0.6620345809160348, + "FN": 10424, + "FP": 48821, + "IoU": 0.49480694453919094, + "TN": 72708388, + "TP": 58027, + "n_pred": 106848, + "n_ref": 68451 + }, + "11": { + "Dice": 0.7310012062726177, + "FN": 429, + "FP": 909, + "IoU": 0.5760456273764258, + "TN": 72822504, + "TP": 1818, + "n_pred": 2727, + "n_ref": 2247 + }, + "12": { + "Dice": 0.6856476856476856, + "FN": 815, + "FP": 1073, + "IoU": 0.5216620217887002, + "TN": 72821713, + "TP": 2059, + "n_pred": 3132, + "n_ref": 2874 + }, + "13": { + "Dice": 0.6760239464169284, + "FN": 21670, + "FP": 5659, + "IoU": 0.5106013394935711, + "TN": 72769818, + "TP": 28513, + "n_pred": 34172, + "n_ref": 50183 + }, + "14": { + "Dice": 0.8480280063179235, + "FN": 4943, + "FP": 20843, + "IoU": 0.736153318803655, + "TN": 72727929, + "TP": 71945, + "n_pred": 92788, + "n_ref": 76888 + }, + "15": { + "Dice": 0.6424918542174655, + "FN": 12706, + "FP": 20430, + "IoU": 0.4732876603455676, + "TN": 72762749, + "TP": 29775, + "n_pred": 50205, + "n_ref": 42481 + }, + "2": { + "Dice": 0.9620067139127191, + "FN": 6886, + "FP": 3300, + "IoU": 0.9267947363503733, + "TN": 72686517, + "TP": 128957, + "n_pred": 132257, + "n_ref": 135843 + }, + "3": { + "Dice": 0.9658353890480901, + "FN": 3621, + "FP": 5118, + "IoU": 0.9339280988923752, + "TN": 72693395, + "TP": 123526, + "n_pred": 128644, + "n_ref": 127147 + }, + "4": { + "Dice": 0.7908062360801782, + "FN": 4818, + "FP": 6923, + "IoU": 0.6539946364895529, + "TN": 72791727, + "TP": 22192, + "n_pred": 29115, + "n_ref": 27010 + }, + "5": { + "Dice": 0.7234132581100141, + "FN": 3510, + "FP": 412, + "IoU": 0.5666777151695945, + "TN": 72816609, + "TP": 5129, + "n_pred": 5541, + "n_ref": 8639 + }, + "6": { + "Dice": 0.9628894874781596, + "FN": 43877, + "FP": 45839, + "IoU": 0.9284347963427689, + "TN": 71572034, + "TP": 1163910, + "n_pred": 1209749, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.8517665114639179, + "FN": 33535, + "FP": 37938, + "IoU": 0.7418060176505226, + "TN": 72548841, + "TP": 205346, + "n_pred": 243284, + "n_ref": 238881 + }, + "8": { + "Dice": 0.9256546996334193, + "FN": 3778, + "FP": 4963, + "IoU": 0.8615988726506959, + "TN": 72762503, + "TP": 54416, + "n_pred": 59379, + "n_ref": 58194 + }, + "9": { + "Dice": 0.8490477593549942, + "FN": 14590, + "FP": 7952, + "IoU": 0.7376915647509222, + "TN": 72739723, + "TP": 63395, + "n_pred": 71347, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9672312017544707, + "FN": 9753, + "FP": 7206, + "IoU": 0.9365418507972025, + "TN": 71542241, + "TP": 250288, + "n_pred": 257494, + "n_ref": 260041 + }, + "10": { + "Dice": 0.86502474689456, + "FN": 13147, + "FP": 11997, + "IoU": 0.7621529584259565, + "TN": 71703773, + "TP": 80571, + "n_pred": 92568, + "n_ref": 93718 + }, + "11": { + "Dice": 0.7181102362204724, + "FN": 1089, + "FP": 701, + "IoU": 0.5601965601965602, + "TN": 71805418, + "TP": 2280, + "n_pred": 2981, + "n_ref": 3369 + }, + "12": { + "Dice": 0.669315513816146, + "FN": 2803, + "FP": 859, + "IoU": 0.502985884907709, + "TN": 71802120, + "TP": 3706, + "n_pred": 4565, + "n_ref": 6509 + }, + "13": { + "Dice": 0.7840900128815164, + "FN": 19162, + "FP": 5477, + "IoU": 0.6448586007091586, + "TN": 71740110, + "TP": 44739, + "n_pred": 50216, + "n_ref": 63901 + }, + "14": { + "Dice": 0.630482224016852, + "FN": 280934, + "FP": 1838, + "IoU": 0.4603680471136946, + "TN": 71285479, + "TP": 241237, + "n_pred": 243075, + "n_ref": 522171 + }, + "15": { + "Dice": 0.5796292576544521, + "FN": 99865, + "FP": 17331, + "IoU": 0.40808307322444115, + "TN": 71611494, + "TP": 80798, + "n_pred": 98129, + "n_ref": 180663 + }, + "2": { + "Dice": 0.8781328330780035, + "FN": 9019, + "FP": 29244, + "IoU": 0.7827422523535357, + "TN": 71633370, + "TP": 137855, + "n_pred": 167099, + "n_ref": 146874 + }, + "3": { + "Dice": 0.8806249305924917, + "FN": 34328, + "FP": 6520, + "IoU": 0.7867112236639427, + "TN": 71617973, + "TP": 150667, + "n_pred": 157187, + "n_ref": 184995 + }, + "4": { + "Dice": 0.77227783203125, + "FN": 1322, + "FP": 6140, + "IoU": 0.6290330599055431, + "TN": 71789373, + "TP": 12653, + "n_pred": 18793, + "n_ref": 13975 + }, + "5": { + "Dice": 0.8622947615324472, + "FN": 1520, + "FP": 1298, + "IoU": 0.7579245769263809, + "TN": 71797847, + "TP": 8823, + "n_pred": 10121, + "n_ref": 10343 + }, + "6": { + "Dice": 0.9693968013711944, + "FN": 33899, + "FP": 42770, + "IoU": 0.9406110932519471, + "TN": 70518523, + "TP": 1214296, + "n_pred": 1257066, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.9358269364968598, + "FN": 17221, + "FP": 12666, + "IoU": 0.8793935578638128, + "TN": 71561682, + "TP": 217919, + "n_pred": 230585, + "n_ref": 235140 + }, + "8": { + "Dice": 0.9358840930737159, + "FN": 7047, + "FP": 3118, + "IoU": 0.8794945052339573, + "TN": 71725135, + "TP": 74188, + "n_pred": 77306, + "n_ref": 81235 + }, + "9": { + "Dice": 0.862594269385885, + "FN": 16612, + "FP": 6181, + "IoU": 0.7583874831720322, + "TN": 71715151, + "TP": 71544, + "n_pred": 77725, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9710939481917862, + "FN": 7485, + "FP": 4821, + "IoU": 0.9438120676665982, + "TN": 135226495, + "TP": 206709, + "n_pred": 211530, + "n_ref": 214194 + }, + "10": { + "Dice": 0.8273626290180318, + "FN": 14314, + "FP": 15241, + "IoU": 0.7055571052841316, + "TN": 135345134, + "TP": 70821, + "n_pred": 86062, + "n_ref": 85135 + }, + "11": { + "Dice": 0.717591935254863, + "FN": 1020, + "FP": 969, + "IoU": 0.5595659875996457, + "TN": 135440994, + "TP": 2527, + "n_pred": 3496, + "n_ref": 3547 + }, + "12": { + "Dice": 0.7409713574097135, + "FN": 1938, + "FP": 558, + "IoU": 0.5885262116716122, + "TN": 135439444, + "TP": 3570, + "n_pred": 4128, + "n_ref": 5508 + }, + "13": { + "Dice": 0.6557688201380816, + "FN": 12933, + "FP": 16085, + "IoU": 0.48783931660136254, + "TN": 135388852, + "TP": 27640, + "n_pred": 43725, + "n_ref": 40573 + }, + "14": { + "Dice": 0.9120764546421667, + "FN": 13984, + "FP": 10893, + "IoU": 0.838364477480053, + "TN": 135291602, + "TP": 129031, + "n_pred": 139924, + "n_ref": 143015 + }, + "15": { + "Dice": 0.5643907283164192, + "FN": 16346, + "FP": 37609, + "IoU": 0.39313672560399515, + "TN": 135356602, + "TP": 34953, + "n_pred": 72562, + "n_ref": 51299 + }, + "2": { + "Dice": 0.9511141829161888, + "FN": 15506, + "FP": 4440, + "IoU": 0.906785245281079, + "TN": 135231531, + "TP": 194033, + "n_pred": 198473, + "n_ref": 209539 + }, + "3": { + "Dice": 0.9483508721414142, + "FN": 16076, + "FP": 6884, + "IoU": 0.9017749808555331, + "TN": 135211761, + "TP": 210789, + "n_pred": 217673, + "n_ref": 226865 + }, + "4": { + "Dice": 0.8727935714768047, + "FN": 4528, + "FP": 4891, + "IoU": 0.7742979008914023, + "TN": 135403778, + "TP": 32313, + "n_pred": 37204, + "n_ref": 36841 + }, + "5": { + "Dice": 0.6508120405283003, + "FN": 12596, + "FP": 3981, + "IoU": 0.4823731459797034, + "TN": 135413485, + "TP": 15448, + "n_pred": 19429, + "n_ref": 28044 + }, + "6": { + "Dice": 0.9657161554299581, + "FN": 43506, + "FP": 71437, + "IoU": 0.9337051530872671, + "TN": 133711695, + "TP": 1618872, + "n_pred": 1690309, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.7056685160965386, + "FN": 25233, + "FP": 119697, + "IoU": 0.5451992205029075, + "TN": 135126843, + "TP": 173737, + "n_pred": 293434, + "n_ref": 198970 + }, + "8": { + "Dice": 0.8431918734624775, + "FN": 64267, + "FP": 19554, + "IoU": 0.7288951850522183, + "TN": 135136327, + "TP": 225362, + "n_pred": 244916, + "n_ref": 289629 + }, + "9": { + "Dice": 0.8497051840788257, + "FN": 21801, + "FP": 5167, + "IoU": 0.7386847026676098, + "TN": 135342309, + "TP": 76233, + "n_pred": 81400, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8909424586692027, + "FN": 22947, + "FP": 34160, + "IoU": 0.8033329430320897, + "TN": 105463631, + "TP": 233267, + "n_pred": 267427, + "n_ref": 256214 + }, + "10": { + "Dice": 0.3794048054458734, + "FN": 35070, + "FP": 48073, + "IoU": 0.23411448258074025, + "TN": 105645447, + "TP": 25415, + "n_pred": 73488, + "n_ref": 60485 + }, + "11": { + "Dice": 0.7305251009809579, + "FN": 570, + "FP": 831, + "IoU": 0.5754545454545454, + "TN": 105750705, + "TP": 1899, + "n_pred": 2730, + "n_ref": 2469 + }, + "12": { + "Dice": 0.6804098560624543, + "FN": 1615, + "FP": 1005, + "IoU": 0.5156221112959881, + "TN": 105748596, + "TP": 2789, + "n_pred": 3794, + "n_ref": 4404 + }, + "13": { + "Dice": 0.5744346561818481, + "FN": 44158, + "FP": 10285, + "IoU": 0.4029521752004123, + "TN": 105662818, + "TP": 36744, + "n_pred": 47029, + "n_ref": 80902 + }, + "14": { + "Dice": 0.9374039048281412, + "FN": 21007, + "FP": 2484, + "IoU": 0.8821827118389046, + "TN": 105554620, + "TP": 175894, + "n_pred": 178378, + "n_ref": 196901 + }, + "15": { + "Dice": 0.8560238245645699, + "FN": 4218, + "FP": 3759, + "IoU": 0.7482881575210628, + "TN": 105722314, + "TP": 23714, + "n_pred": 27473, + "n_ref": 27932 + }, + "2": { + "Dice": 0.9420010342438799, + "FN": 8071, + "FP": 9762, + "IoU": 0.8903610161571945, + "TN": 105591353, + "TP": 144819, + "n_pred": 154581, + "n_ref": 152890 + }, + "3": { + "Dice": 0.9525708911029053, + "FN": 7393, + "FP": 8945, + "IoU": 0.9094370998586514, + "TN": 105573600, + "TP": 164067, + "n_pred": 173012, + "n_ref": 171460 + }, + "4": { + "Dice": 0.6989483447683221, + "FN": 15233, + "FP": 6838, + "IoU": 0.5372179820514971, + "TN": 105706313, + "TP": 25621, + "n_pred": 32459, + "n_ref": 40854 + }, + "5": { + "Dice": 0.7868040578320952, + "FN": 2515, + "FP": 2823, + "IoU": 0.6485383197260995, + "TN": 105738817, + "TP": 9850, + "n_pred": 12673, + "n_ref": 12365 + }, + "6": { + "Dice": 0.955797311244911, + "FN": 75760, + "FP": 59359, + "IoU": 0.9153369566443311, + "TN": 104158043, + "TP": 1460843, + "n_pred": 1520202, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.8911062524761919, + "FN": 25470, + "FP": 33898, + "IoU": 0.8035993118962551, + "TN": 105451725, + "TP": 242912, + "n_pred": 276810, + "n_ref": 268382 + }, + "8": { + "Dice": 0.9092255010038717, + "FN": 3304, + "FP": 13741, + "IoU": 0.833559550430138, + "TN": 105651596, + "TP": 85364, + "n_pred": 99105, + "n_ref": 88668 + }, + "9": { + "Dice": 0.8265328187352157, + "FN": 11738, + "FP": 14735, + "IoU": 0.7043510308011882, + "TN": 105664463, + "TP": 63069, + "n_pred": 77804, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9707618068190808, + "FN": 7825, + "FP": 6959, + "IoU": 0.9431847877884186, + "TN": 96877668, + "TP": 245428, + "n_pred": 252387, + "n_ref": 253253 + }, + "10": { + "Dice": 0.8431061029949315, + "FN": 9358, + "FP": 29057, + "IoU": 0.7287670072229949, + "TN": 96996249, + "TP": 103216, + "n_pred": 132273, + "n_ref": 112574 + }, + "11": { + "Dice": 0.8424077000430973, + "FN": 629, + "FP": 468, + "IoU": 0.7277240009928022, + "TN": 97133851, + "TP": 2932, + "n_pred": 3400, + "n_ref": 3561 + }, + "12": { + "Dice": 0.8270006368074718, + "FN": 622, + "FP": 1008, + "IoU": 0.7050307636626855, + "TN": 97132354, + "TP": 3896, + "n_pred": 4904, + "n_ref": 4518 + }, + "13": { + "Dice": 0.7803061976149237, + "FN": 10703, + "FP": 11367, + "IoU": 0.6397558109166884, + "TN": 97076616, + "TP": 39194, + "n_pred": 50561, + "n_ref": 49897 + }, + "14": { + "Dice": 0.773979943176895, + "FN": 94749, + "FP": 4373, + "IoU": 0.6312946830433198, + "TN": 96869042, + "TP": 169716, + "n_pred": 174089, + "n_ref": 264465 + }, + "15": { + "Dice": 0.48597294070831676, + "FN": 7717, + "FP": 23285, + "IoU": 0.32098035350548654, + "TN": 97092223, + "TP": 14655, + "n_pred": 37940, + "n_ref": 22372 + }, + "2": { + "Dice": 0.9416927263569459, + "FN": 8064, + "FP": 8027, + "IoU": 0.889810312949394, + "TN": 96991850, + "TP": 129939, + "n_pred": 137966, + "n_ref": 138003 + }, + "3": { + "Dice": 0.943335781396409, + "FN": 9465, + "FP": 8435, + "IoU": 0.8927488645759686, + "TN": 96970982, + "TP": 148998, + "n_pred": 157433, + "n_ref": 158463 + }, + "4": { + "Dice": 0.9216465065896371, + "FN": 1971, + "FP": 2369, + "IoU": 0.8546793905909928, + "TN": 97108015, + "TP": 25525, + "n_pred": 27894, + "n_ref": 27496 + }, + "5": { + "Dice": 0.8199195505468568, + "FN": 2301, + "FP": 3116, + "IoU": 0.6947997070257479, + "TN": 97120131, + "TP": 12332, + "n_pred": 15448, + "n_ref": 14633 + }, + "6": { + "Dice": 0.9576902522480447, + "FN": 36252, + "FP": 93112, + "IoU": 0.9188154042630636, + "TN": 95544425, + "TP": 1464091, + "n_pred": 1557203, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.9476714495002573, + "FN": 13939, + "FP": 12600, + "IoU": 0.9005471238523515, + "TN": 96871030, + "TP": 240311, + "n_pred": 252911, + "n_ref": 254250 + }, + "8": { + "Dice": 0.930195247700563, + "FN": 8618, + "FP": 9308, + "IoU": 0.8695000145598556, + "TN": 97000516, + "TP": 119438, + "n_pred": 128746, + "n_ref": 128056 + }, + "9": { + "Dice": 0.8279890028833903, + "FN": 6841, + "FP": 18811, + "IoU": 0.7064686294927395, + "TN": 97050489, + "TP": 61739, + "n_pred": 80550, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.97156533788349, + "FN": 3829, + "FP": 6103, + "IoU": 0.9447030265238403, + "TN": 130587180, + "TP": 169680, + "n_pred": 175783, + "n_ref": 173509 + }, + "10": { + "Dice": 0.8456793609558053, + "FN": 9863, + "FP": 14730, + "IoU": 0.732620844114897, + "TN": 130674814, + "TP": 67385, + "n_pred": 82115, + "n_ref": 77248 + }, + "11": { + "Dice": 0.7905024583283368, + "FN": 753, + "FP": 994, + "IoU": 0.6535792187190165, + "TN": 130761749, + "TP": 3296, + "n_pred": 4290, + "n_ref": 4049 + }, + "12": { + "Dice": 0.7773237997957099, + "FN": 1045, + "FP": 263, + "IoU": 0.6357560568086884, + "TN": 130763201, + "TP": 2283, + "n_pred": 2546, + "n_ref": 3328 + }, + "13": { + "Dice": 0.7327663705994463, + "FN": 20612, + "FP": 9114, + "IoU": 0.5782409443679857, + "TN": 130696311, + "TP": 40755, + "n_pred": 49869, + "n_ref": 61367 + }, + "14": { + "Dice": 0.9487001766316066, + "FN": 10917, + "FP": 5144, + "IoU": 0.9024068639067636, + "TN": 130602221, + "TP": 148510, + "n_pred": 153654, + "n_ref": 159427 + }, + "15": { + "Dice": 0.58856158441971, + "FN": 4704, + "FP": 28971, + "IoU": 0.41699416561347624, + "TN": 130709031, + "TP": 24086, + "n_pred": 53057, + "n_ref": 28790 + }, + "2": { + "Dice": 0.9132811430499798, + "FN": 22897, + "FP": 4342, + "IoU": 0.8404024069419299, + "TN": 130596119, + "TP": 143434, + "n_pred": 147776, + "n_ref": 166331 + }, + "3": { + "Dice": 0.9165447474354349, + "FN": 4735, + "FP": 24642, + "IoU": 0.8459461018495698, + "TN": 130576099, + "TP": 161316, + "n_pred": 185958, + "n_ref": 166051 + }, + "4": { + "Dice": 0.7455307964362329, + "FN": 10648, + "FP": 2519, + "IoU": 0.594299799722693, + "TN": 130734337, + "TP": 19288, + "n_pred": 21807, + "n_ref": 29936 + }, + "5": { + "Dice": 0.7185085289400788, + "FN": 11596, + "FP": 3850, + "IoU": 0.5606814755823545, + "TN": 130731633, + "TP": 19713, + "n_pred": 23563, + "n_ref": 31309 + }, + "6": { + "Dice": 0.965574497815564, + "FN": 26946, + "FP": 66476, + "IoU": 0.9334403451737446, + "TN": 129363209, + "TP": 1310161, + "n_pred": 1376637, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.9268702513980771, + "FN": 37915, + "FP": 26410, + "IoU": 0.8637075363958615, + "TN": 130294829, + "TP": 407638, + "n_pred": 434048, + "n_ref": 445553 + }, + "8": { + "Dice": 0.9069232773766193, + "FN": 14441, + "FP": 29849, + "IoU": 0.8296977317383597, + "TN": 130506725, + "TP": 215777, + "n_pred": 245626, + "n_ref": 230218 + }, + "9": { + "Dice": 0.8806962137790618, + "FN": 15302, + "FP": 8195, + "IoU": 0.7868250108869211, + "TN": 130656568, + "TP": 86727, + "n_pred": 94922, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8419019980402263, + "FN": 10535, + "FP": 60940, + "IoU": 0.7269695626929071, + "TN": 71974224, + "TP": 190309, + "n_pred": 251249, + "n_ref": 200844 + }, + "10": { + "Dice": 0.5587022662003469, + "FN": 23365, + "FP": 38715, + "IoU": 0.38763834362484956, + "TN": 72134630, + "TP": 39298, + "n_pred": 78013, + "n_ref": 62663 + }, + "11": { + "Dice": 0.7016877637130802, + "FN": 1024, + "FP": 390, + "IoU": 0.5404614884627884, + "TN": 72232931, + "TP": 1663, + "n_pred": 2053, + "n_ref": 2687 + }, + "12": { + "Dice": 0.7276320990907893, + "FN": 1310, + "FP": 757, + "IoU": 0.5718724109362054, + "TN": 72231180, + "TP": 2761, + "n_pred": 3518, + "n_ref": 4071 + }, + "13": { + "Dice": 0.41142385559516076, + "FN": 47007, + "FP": 20033, + "IoU": 0.2589890683202352, + "TN": 72145537, + "TP": 23431, + "n_pred": 43464, + "n_ref": 70438 + }, + "14": { + "Dice": 0.3696124785259285, + "FN": 25221, + "FP": 140639, + "IoU": 0.22670222487458272, + "TN": 72021524, + "TP": 48624, + "n_pred": 189263, + "n_ref": 73845 + }, + "15": { + "Dice": 0.5499408297112268, + "FN": 3454, + "FP": 37239, + "IoU": 0.37925406147509727, + "TN": 72170453, + "TP": 24862, + "n_pred": 62101, + "n_ref": 28316 + }, + "2": { + "Dice": 0.7758024256850314, + "FN": 43532, + "FP": 4881, + "IoU": 0.6337232175281443, + "TN": 72103832, + "TP": 83763, + "n_pred": 88644, + "n_ref": 127295 + }, + "3": { + "Dice": 0.8431838614070049, + "FN": 10211, + "FP": 48572, + "IoU": 0.728883210803531, + "TN": 72019190, + "TP": 158035, + "n_pred": 206607, + "n_ref": 168246 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 55334, + "IoU": 0.0, + "TN": 72180674, + "TP": 0, + "n_pred": 55334, + "n_ref": 0 + }, + "5": { + "Dice": 0.8052025122397507, + "FN": 86, + "FP": 3853, + "IoU": 0.6739238410596027, + "TN": 72223928, + "TP": 8141, + "n_pred": 11994, + "n_ref": 8227 + }, + "6": { + "Dice": 0.7306655564556868, + "FN": 409645, + "FP": 402895, + "IoU": 0.5756288739912215, + "TN": 70321316, + "TP": 1102152, + "n_pred": 1505047, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.7414601241388137, + "FN": 61166, + "FP": 132772, + "IoU": 0.5891431319420464, + "TN": 71763975, + "TP": 278095, + "n_pred": 410867, + "n_ref": 339261 + }, + "8": { + "Dice": 0.9300969005159638, + "FN": 4757, + "FP": 4686, + "IoU": 0.8693281671625268, + "TN": 72163743, + "TP": 62822, + "n_pred": 67508, + "n_ref": 67579 + }, + "9": { + "Dice": 0.6565391918852006, + "FN": 22306, + "FP": 6272, + "IoU": 0.4886924783511057, + "TN": 72180116, + "TP": 27314, + "n_pred": 33586, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8814147095110538, + "FN": 9692, + "FP": 11646, + "IoU": 0.7879727339573521, + "TN": 52452482, + "TP": 79300, + "n_pred": 90946, + "n_ref": 88992 + }, + "10": { + "Dice": 0.41791718601250355, + "FN": 25893, + "FP": 33416, + "IoU": 0.26415632754342433, + "TN": 52472520, + "TP": 21291, + "n_pred": 54707, + "n_ref": 47184 + }, + "11": { + "Dice": 0.21191664220722042, + "FN": 1681, + "FP": 1004, + "IoU": 0.11851608667104399, + "TN": 52550074, + "TP": 361, + "n_pred": 1365, + "n_ref": 2042 + }, + "12": { + "Dice": 0.17487361917243963, + "FN": 3599, + "FP": 808, + "IoU": 0.095814526056627, + "TN": 52548246, + "TP": 467, + "n_pred": 1275, + "n_ref": 4066 + }, + "13": { + "Dice": 0.37873109053962517, + "FN": 13228, + "FP": 14288, + "IoU": 0.2336016488872796, + "TN": 52517217, + "TP": 8387, + "n_pred": 22675, + "n_ref": 21615 + }, + "14": { + "Dice": 0.4187721165029324, + "FN": 38914, + "FP": 8062, + "IoU": 0.2648398253493795, + "TN": 52489221, + "TP": 16923, + "n_pred": 24985, + "n_ref": 55837 + }, + "15": { + "Dice": 0.26728453524556894, + "FN": 13416, + "FP": 51570, + "IoU": 0.15425760356069185, + "TN": 52476281, + "TP": 11853, + "n_pred": 63423, + "n_ref": 25269 + }, + "2": { + "Dice": 0.7027541207770396, + "FN": 16871, + "FP": 83124, + "IoU": 0.5417277726856096, + "TN": 52334920, + "TP": 118205, + "n_pred": 201329, + "n_ref": 135076 + }, + "3": { + "Dice": 0.5117621799481605, + "FN": 93634, + "FP": 737, + "IoU": 0.34387123687686855, + "TN": 52409290, + "TP": 49459, + "n_pred": 50196, + "n_ref": 143093 + }, + "4": { + "Dice": 0.0, + "FN": 1880, + "FP": 32, + "IoU": 0.0, + "TN": 52551208, + "TP": 0, + "n_pred": 32, + "n_ref": 1880 + }, + "5": { + "Dice": 0.7745947456679709, + "FN": 739, + "FP": 2487, + "IoU": 0.6321131257840119, + "TN": 52544351, + "TP": 5543, + "n_pred": 8030, + "n_ref": 6282 + }, + "6": { + "Dice": 0.9334179717798284, + "FN": 53779, + "FP": 48802, + "IoU": 0.8751487903255253, + "TN": 51731494, + "TP": 719045, + "n_pred": 767847, + "n_ref": 772824 + }, + "7": { + "Dice": 0.5701767931595448, + "FN": 113678, + "FP": 6011, + "IoU": 0.3987743312821801, + "TN": 52354045, + "TP": 79386, + "n_pred": 85397, + "n_ref": 193064 + }, + "8": { + "Dice": 0.866735484744386, + "FN": 8314, + "FP": 7436, + "IoU": 0.7648130450364353, + "TN": 52486152, + "TP": 51218, + "n_pred": 58654, + "n_ref": 59532 + }, + "9": { + "Dice": 0.8113085761005207, + "FN": 21528, + "FP": 4782, + "IoU": 0.6825224442513756, + "TN": 52470248, + "TP": 56562, + "n_pred": 61344, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.972946025801588, + "FN": 12659, + "FP": 2916, + "IoU": 0.9473173272718662, + "TN": 143841612, + "TP": 280063, + "n_pred": 282979, + "n_ref": 292722 + }, + "10": { + "Dice": 0.8912517976806096, + "FN": 10898, + "FP": 10426, + "IoU": 0.8038360700979715, + "TN": 144028545, + "TP": 87381, + "n_pred": 97807, + "n_ref": 98279 + }, + "11": { + "Dice": 0.6927424419126222, + "FN": 2758, + "FP": 667, + "IoU": 0.5299203952786166, + "TN": 144129964, + "TP": 3861, + "n_pred": 4528, + "n_ref": 6619 + }, + "12": { + "Dice": 0.6603931799124196, + "FN": 2102, + "FP": 1543, + "IoU": 0.49297537905132843, + "TN": 144130061, + "TP": 3544, + "n_pred": 5087, + "n_ref": 5646 + }, + "13": { + "Dice": 0.7539756883341906, + "FN": 34677, + "FP": 10760, + "IoU": 0.6051051181547179, + "TN": 144022189, + "TP": 69624, + "n_pred": 80384, + "n_ref": 104301 + }, + "14": { + "Dice": 0.687981915487242, + "FN": 193097, + "FP": 3729, + "IoU": 0.5243692321076021, + "TN": 143723429, + "TP": 216995, + "n_pred": 220724, + "n_ref": 410092 + }, + "15": { + "Dice": 0.8106233353133923, + "FN": 1514, + "FP": 8369, + "IoU": 0.6815530852263574, + "TN": 144106215, + "TP": 21152, + "n_pred": 29521, + "n_ref": 22666 + }, + "2": { + "Dice": 0.9287673253245591, + "FN": 5794, + "FP": 14491, + "IoU": 0.8670080247561104, + "TN": 143984722, + "TP": 132243, + "n_pred": 146734, + "n_ref": 138037 + }, + "3": { + "Dice": 0.9322333564896944, + "FN": 17861, + "FP": 4868, + "IoU": 0.8730684388350599, + "TN": 143958185, + "TP": 156336, + "n_pred": 161204, + "n_ref": 174197 + }, + "4": { + "Dice": 0.9306472268741995, + "FN": 3935, + "FP": 3105, + "IoU": 0.8702901888530631, + "TN": 144082975, + "TP": 47235, + "n_pred": 50340, + "n_ref": 51170 + }, + "5": { + "Dice": 0.827081776406799, + "FN": 6124, + "FP": 4751, + "IoU": 0.7051487134994442, + "TN": 144100367, + "TP": 26008, + "n_pred": 30759, + "n_ref": 32132 + }, + "6": { + "Dice": 0.9169514255938417, + "FN": 33519, + "FP": 206505, + "IoU": 0.8466392433936876, + "TN": 142572156, + "TP": 1325070, + "n_pred": 1531575, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.9031020462402719, + "FN": 38384, + "FP": 6825, + "IoU": 0.8233236675707151, + "TN": 143881364, + "TP": 210677, + "n_pred": 217502, + "n_ref": 249061 + }, + "8": { + "Dice": 0.8866531325849029, + "FN": 21442, + "FP": 31655, + "IoU": 0.7963853481201969, + "TN": 143876478, + "TP": 207675, + "n_pred": 239330, + "n_ref": 229117 + }, + "9": { + "Dice": 0.8721508419488477, + "FN": 11409, + "FP": 12940, + "IoU": 0.7732867783985102, + "TN": 144029850, + "TP": 83051, + "n_pred": 95991, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9693405676520361, + "FN": 8379, + "FP": 4629, + "IoU": 0.9405052117397926, + "TN": 111560279, + "TP": 205633, + "n_pred": 210262, + "n_ref": 214012 + }, + "10": { + "Dice": 0.6336805953062392, + "FN": 18326, + "FP": 13672, + "IoU": 0.4637865737171968, + "TN": 111719246, + "TP": 27676, + "n_pred": 41348, + "n_ref": 46002 + }, + "11": { + "Dice": 0.728125, + "FN": 1465, + "FP": 275, + "IoU": 0.5724815724815725, + "TN": 111774850, + "TP": 2330, + "n_pred": 2605, + "n_ref": 3795 + }, + "12": { + "Dice": 0.7531339208141988, + "FN": 1626, + "FP": 363, + "IoU": 0.6040215010949632, + "TN": 111773897, + "TP": 3034, + "n_pred": 3397, + "n_ref": 4660 + }, + "13": { + "Dice": 0.6871272506957987, + "FN": 16651, + "FP": 16399, + "IoU": 0.52337688558161, + "TN": 111709578, + "TP": 36292, + "n_pred": 52691, + "n_ref": 52943 + }, + "14": { + "Dice": 0.8522764015645372, + "FN": 10264, + "FP": 18062, + "IoU": 0.742579836056635, + "TN": 111668882, + "TP": 81712, + "n_pred": 99774, + "n_ref": 91976 + }, + "15": { + "Dice": 0.7661611488796815, + "FN": 1209, + "FP": 4604, + "IoU": 0.6209572248304642, + "TN": 111763584, + "TP": 9523, + "n_pred": 14127, + "n_ref": 10732 + }, + "2": { + "Dice": 0.9638528786636756, + "FN": 9950, + "FP": 4778, + "IoU": 0.9302278207563706, + "TN": 111567833, + "TP": 196359, + "n_pred": 201137, + "n_ref": 206309 + }, + "3": { + "Dice": 0.9386044141828204, + "FN": 2647, + "FP": 5306, + "IoU": 0.8843115862971852, + "TN": 111710175, + "TP": 60792, + "n_pred": 66098, + "n_ref": 63439 + }, + "4": { + "Dice": 0.8759706414211255, + "FN": 2209, + "FP": 2455, + "IoU": 0.7793129554272736, + "TN": 111757786, + "TP": 16470, + "n_pred": 18925, + "n_ref": 18679 + }, + "5": { + "Dice": 0.6599949848405408, + "FN": 11940, + "FP": 2975, + "IoU": 0.4925317273995441, + "TN": 111749529, + "TP": 14476, + "n_pred": 17451, + "n_ref": 26416 + }, + "6": { + "Dice": 0.9721318260422406, + "FN": 28656, + "FP": 40495, + "IoU": 0.9457748091363617, + "TN": 110503664, + "TP": 1206105, + "n_pred": 1246600, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.7897057876063335, + "FN": 60662, + "FP": 33995, + "IoU": 0.6524907576352763, + "TN": 111506533, + "TP": 177730, + "n_pred": 211725, + "n_ref": 238392 + }, + "8": { + "Dice": 0.8781405198088987, + "FN": 40044, + "FP": 25789, + "IoU": 0.7827544673057567, + "TN": 111475885, + "TP": 237202, + "n_pred": 262991, + "n_ref": 277246 + }, + "9": { + "Dice": 0.8404959497437593, + "FN": 16787, + "FP": 7334, + "IoU": 0.7248753892304358, + "TN": 111691247, + "TP": 63552, + "n_pred": 70886, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8888515734619008, + "FN": 9251, + "FP": 29802, + "IoU": 0.7999395510383902, + "TN": 198892669, + "TP": 156153, + "n_pred": 185955, + "n_ref": 165404 + }, + "10": { + "Dice": 0.7087727762742275, + "FN": 16118, + "FP": 22513, + "IoU": 0.5489140588510042, + "TN": 199002235, + "TP": 47009, + "n_pred": 69522, + "n_ref": 63127 + }, + "11": { + "Dice": 0.7372066179299731, + "FN": 1561, + "FP": 488, + "IoU": 0.5837903717245582, + "TN": 199082952, + "TP": 2874, + "n_pred": 3362, + "n_ref": 4435 + }, + "12": { + "Dice": 0.7398653702318624, + "FN": 862, + "FP": 877, + "IoU": 0.5871320037986705, + "TN": 199083663, + "TP": 2473, + "n_pred": 3350, + "n_ref": 3335 + }, + "13": { + "Dice": 0.4318420706871633, + "FN": 22447, + "FP": 12147, + "IoU": 0.27538174734504933, + "TN": 199040134, + "TP": 13147, + "n_pred": 25294, + "n_ref": 35594 + }, + "14": { + "Dice": 0.6078002037852017, + "FN": 18912, + "FP": 17270, + "IoU": 0.43657541499268115, + "TN": 199023657, + "TP": 28036, + "n_pred": 45306, + "n_ref": 46948 + }, + "15": { + "Dice": 0.7597985162183858, + "FN": 52436, + "FP": 2022, + "IoU": 0.612641192704925, + "TN": 198947287, + "TP": 86130, + "n_pred": 88152, + "n_ref": 138566 + }, + "2": { + "Dice": 0.9424081004406349, + "FN": 4675, + "FP": 10591, + "IoU": 0.8910886144582612, + "TN": 198947706, + "TP": 124903, + "n_pred": 135494, + "n_ref": 129578 + }, + "3": { + "Dice": 0.9565628225443021, + "FN": 7229, + "FP": 4723, + "IoU": 0.916742131880686, + "TN": 198944321, + "TP": 131602, + "n_pred": 136325, + "n_ref": 138831 + }, + "4": { + "Dice": 0.8210942805681046, + "FN": 3216, + "FP": 2843, + "IoU": 0.6964885037319041, + "TN": 199067912, + "TP": 13904, + "n_pred": 16747, + "n_ref": 17120 + }, + "5": { + "Dice": 0.7188956895429093, + "FN": 6267, + "FP": 4526, + "IoU": 0.5611531267788892, + "TN": 199063281, + "TP": 13801, + "n_pred": 18327, + "n_ref": 20068 + }, + "6": { + "Dice": 0.9407068869870484, + "FN": 59568, + "FP": 78524, + "IoU": 0.8880515462914622, + "TN": 197854343, + "TP": 1095440, + "n_pred": 1173964, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.883720190374386, + "FN": 17287, + "FP": 19263, + "IoU": 0.7916654791693979, + "TN": 198912436, + "TP": 138889, + "n_pred": 158152, + "n_ref": 156176 + }, + "8": { + "Dice": 0.9105754740274667, + "FN": 11407, + "FP": 9599, + "IoU": 0.8358316269909499, + "TN": 198959921, + "TP": 106948, + "n_pred": 116547, + "n_ref": 118355 + }, + "9": { + "Dice": 0.889918400093928, + "FN": 12444, + "FP": 10058, + "IoU": 0.8016693549097896, + "TN": 198974418, + "TP": 90955, + "n_pred": 101013, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9486306786881132, + "FN": 10454, + "FP": 8382, + "IoU": 0.9022811104136296, + "TN": 130882435, + "TP": 173921, + "n_pred": 182303, + "n_ref": 184375 + }, + "10": { + "Dice": 0.7760230066031522, + "FN": 10268, + "FP": 31555, + "IoU": 0.6340176414995274, + "TN": 130960916, + "TP": 72453, + "n_pred": 104008, + "n_ref": 82721 + }, + "11": { + "Dice": 0.7347949956645609, + "FN": 1105, + "FP": 1036, + "IoU": 0.5807714901116116, + "TN": 131070085, + "TP": 2966, + "n_pred": 4002, + "n_ref": 4071 + }, + "12": { + "Dice": 0.7964547677261614, + "FN": 726, + "FP": 1272, + "IoU": 0.6617572371762316, + "TN": 131069285, + "TP": 3909, + "n_pred": 5181, + "n_ref": 4635 + }, + "13": { + "Dice": 0.4788469019361619, + "FN": 55076, + "FP": 21287, + "IoU": 0.3147920498900803, + "TN": 130963747, + "TP": 35082, + "n_pred": 56369, + "n_ref": 90158 + }, + "14": { + "Dice": 0.8320830384524652, + "FN": 12523, + "FP": 5272, + "IoU": 0.7124505130483962, + "TN": 131013307, + "TP": 44090, + "n_pred": 49362, + "n_ref": 56613 + }, + "15": { + "Dice": 0.6683300892238958, + "FN": 1999, + "FP": 23390, + "IoU": 0.5018736879279562, + "TN": 131024223, + "TP": 25580, + "n_pred": 48970, + "n_ref": 27579 + }, + "2": { + "Dice": 0.8997559019627356, + "FN": 6548, + "FP": 27702, + "IoU": 0.8177784398642249, + "TN": 130887234, + "TP": 153708, + "n_pred": 181410, + "n_ref": 160256 + }, + "3": { + "Dice": 0.8545158197994778, + "FN": 22041, + "FP": 35174, + "IoU": 0.7459865745591447, + "TN": 130849948, + "TP": 168029, + "n_pred": 203203, + "n_ref": 190070 + }, + "4": { + "Dice": 0.7698097837155309, + "FN": 25831, + "FP": 2426, + "IoU": 0.6257648398802744, + "TN": 130999686, + "TP": 47249, + "n_pred": 49675, + "n_ref": 73080 + }, + "5": { + "Dice": 0.7864341229407609, + "FN": 4125, + "FP": 1618, + "IoU": 0.6480357908929337, + "TN": 131058875, + "TP": 10574, + "n_pred": 12192, + "n_ref": 14699 + }, + "6": { + "Dice": 0.8579849581672743, + "FN": 43447, + "FP": 428129, + "IoU": 0.7512904180231856, + "TN": 129179101, + "TP": 1424515, + "n_pred": 1852644, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.6648070242177754, + "FN": 301826, + "FP": 177508, + "IoU": 0.49791081609630045, + "TN": 130120513, + "TP": 475345, + "n_pred": 652853, + "n_ref": 777171 + }, + "8": { + "Dice": 0.919633007775715, + "FN": 8557, + "FP": 12352, + "IoU": 0.8512227922498381, + "TN": 130934653, + "TP": 119630, + "n_pred": 131982, + "n_ref": 128187 + }, + "9": { + "Dice": 0.7131904396813227, + "FN": 22753, + "FP": 11663, + "IoU": 0.5542315364090874, + "TN": 130997986, + "TP": 42790, + "n_pred": 54453, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.981724211920777, + "FN": 5074, + "FP": 2762, + "IoU": 0.9641044434264773, + "TN": 101398900, + "TP": 210464, + "n_pred": 213226, + "n_ref": 215538 + }, + "10": { + "Dice": 0.8601154821650208, + "FN": 5976, + "FP": 6985, + "IoU": 0.7545637024693228, + "TN": 101564392, + "TP": 39847, + "n_pred": 46832, + "n_ref": 45823 + }, + "11": { + "Dice": 0.8801644398766701, + "FN": 677, + "FP": 489, + "IoU": 0.7859765051395007, + "TN": 101611752, + "TP": 4282, + "n_pred": 4771, + "n_ref": 4959 + }, + "12": { + "Dice": 0.8544753399634666, + "FN": 1280, + "FP": 154, + "IoU": 0.7459248759744862, + "TN": 101611556, + "TP": 4210, + "n_pred": 4364, + "n_ref": 5490 + }, + "13": { + "Dice": 0.7934582936453939, + "FN": 13435, + "FP": 10851, + "IoU": 0.6576302248537393, + "TN": 101546265, + "TP": 46649, + "n_pred": 57500, + "n_ref": 60084 + }, + "14": { + "Dice": 0.944946850706013, + "FN": 2210, + "FP": 4730, + "IoU": 0.8956390977443609, + "TN": 101550700, + "TP": 59560, + "n_pred": 64290, + "n_ref": 61770 + }, + "15": { + "Dice": 0.7931585765870063, + "FN": 4491, + "FP": 10517, + "IoU": 0.6572185551469748, + "TN": 101573417, + "TP": 28775, + "n_pred": 39292, + "n_ref": 33266 + }, + "2": { + "Dice": 0.9313842176297401, + "FN": 8791, + "FP": 15307, + "IoU": 0.871580069277911, + "TN": 101429550, + "TP": 163552, + "n_pred": 178859, + "n_ref": 172343 + }, + "3": { + "Dice": 0.9278131442011679, + "FN": 19722, + "FP": 4125, + "IoU": 0.8653465011095489, + "TN": 101440101, + "TP": 153252, + "n_pred": 157377, + "n_ref": 172974 + }, + "4": { + "Dice": 0.3657755603544568, + "FN": 1477, + "FP": 49625, + "IoU": 0.22382210881253986, + "TN": 101551362, + "TP": 14736, + "n_pred": 64361, + "n_ref": 16213 + }, + "5": { + "Dice": 0.8084901908801697, + "FN": 5974, + "FP": 5584, + "IoU": 0.678542622722848, + "TN": 101581245, + "TP": 24397, + "n_pred": 29981, + "n_ref": 30371 + }, + "6": { + "Dice": 0.9338712590277904, + "FN": 124600, + "FP": 74961, + "IoU": 0.8759460496076555, + "TN": 100008537, + "TP": 1409102, + "n_pred": 1484063, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.9235640690106837, + "FN": 56242, + "FP": 5265, + "IoU": 0.8579833155159237, + "TN": 101184103, + "TP": 371590, + "n_pred": 376855, + "n_ref": 427832 + }, + "8": { + "Dice": 0.9248795103447012, + "FN": 30065, + "FP": 2729, + "IoU": 0.8602566123925632, + "TN": 101382527, + "TP": 201879, + "n_pred": 204608, + "n_ref": 231944 + }, + "9": { + "Dice": 0.9193747479315107, + "FN": 5772, + "FP": 7422, + "IoU": 0.8507803664329338, + "TN": 101528780, + "TP": 75226, + "n_pred": 82648, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9756398176436437, + "FN": 6570, + "FP": 3668, + "IoU": 0.952438248233507, + "TN": 118966955, + "TP": 205019, + "n_pred": 208687, + "n_ref": 211589 + }, + "10": { + "Dice": 0.8103486773295101, + "FN": 11793, + "FP": 20483, + "IoU": 0.6811648605664273, + "TN": 119080981, + "TP": 68955, + "n_pred": 89438, + "n_ref": 80748 + }, + "11": { + "Dice": 0.6968465311843027, + "FN": 1552, + "FP": 611, + "IoU": 0.5347386534738654, + "TN": 119177563, + "TP": 2486, + "n_pred": 3097, + "n_ref": 4038 + }, + "12": { + "Dice": 0.7253360385493279, + "FN": 1275, + "FP": 891, + "IoU": 0.569040986868285, + "TN": 119177186, + "TP": 2860, + "n_pred": 3751, + "n_ref": 4135 + }, + "13": { + "Dice": 0.659022711631108, + "FN": 9136, + "FP": 15636, + "IoU": 0.4914495699123401, + "TN": 119133501, + "TP": 23939, + "n_pred": 39575, + "n_ref": 33075 + }, + "14": { + "Dice": 0.12791591406940547, + "FN": 59210, + "FP": 31560, + "IoU": 0.06832808153797203, + "TN": 119084785, + "TP": 6657, + "n_pred": 38217, + "n_ref": 65867 + }, + "15": { + "Dice": 0.3378636050144022, + "FN": 8228, + "FP": 40735, + "IoU": 0.20327068586770808, + "TN": 119120757, + "TP": 12492, + "n_pred": 53227, + "n_ref": 20720 + }, + "2": { + "Dice": 0.951732657208181, + "FN": 10119, + "FP": 8480, + "IoU": 0.9079102423180139, + "TN": 118980246, + "TP": 183367, + "n_pred": 191847, + "n_ref": 193486 + }, + "3": { + "Dice": 0.9600915768585904, + "FN": 12901, + "FP": 2404, + "IoU": 0.9232462738962107, + "TN": 118982808, + "TP": 184099, + "n_pred": 186503, + "n_ref": 197000 + }, + "4": { + "Dice": 0.8374560578941269, + "FN": 10819, + "FP": 1804, + "IoU": 0.7203650783101836, + "TN": 119137071, + "TP": 32518, + "n_pred": 34322, + "n_ref": 43337 + }, + "5": { + "Dice": 0.8770823953174246, + "FN": 2138, + "FP": 2230, + "IoU": 0.781074578989575, + "TN": 119162260, + "TP": 15584, + "n_pred": 17814, + "n_ref": 17722 + }, + "6": { + "Dice": 0.9682635947959737, + "FN": 57741, + "FP": 52465, + "IoU": 0.9384796251369061, + "TN": 117390838, + "TP": 1681168, + "n_pred": 1733633, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.8190377293181031, + "FN": 49175, + "FP": 60613, + "IoU": 0.6935342048185709, + "TN": 118823973, + "TP": 248451, + "n_pred": 309064, + "n_ref": 297626 + }, + "8": { + "Dice": 0.9617901009363979, + "FN": 3076, + "FP": 3208, + "IoU": 0.9263927282949913, + "TN": 119096840, + "TP": 79088, + "n_pred": 82296, + "n_ref": 82164 + }, + "9": { + "Dice": 0.9134369732599592, + "FN": 7756, + "FP": 6983, + "IoU": 0.8406663495632621, + "TN": 119089708, + "TP": 77765, + "n_pred": 84748, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 64022, + "IoU": 0.0, + "TN": 61268458, + "TP": 0, + "n_pred": 64022, + "n_ref": 0 + }, + "10": { + "Dice": 0.660644418872267, + "FN": 11464, + "FP": 12128, + "IoU": 0.4932554343156629, + "TN": 61285924, + "TP": 22964, + "n_pred": 35092, + "n_ref": 34428 + }, + "11": { + "Dice": 0.8847099311701082, + "FN": 265, + "FP": 673, + "IoU": 0.7932554551465726, + "TN": 61327943, + "TP": 3599, + "n_pred": 4272, + "n_ref": 3864 + }, + "12": { + "Dice": 0.7612960105796782, + "FN": 1396, + "FP": 770, + "IoU": 0.6145907473309609, + "TN": 61326860, + "TP": 3454, + "n_pred": 4224, + "n_ref": 4850 + }, + "13": { + "Dice": 0.4996868405584837, + "FN": 26767, + "FP": 25156, + "IoU": 0.33305502748805427, + "TN": 61254628, + "TP": 25929, + "n_pred": 51085, + "n_ref": 52696 + }, + "14": { + "Dice": 0.9402831147202848, + "FN": 24408, + "FP": 6860, + "IoU": 0.8872965296500814, + "TN": 61055044, + "TP": 246168, + "n_pred": 253028, + "n_ref": 270576 + }, + "15": { + "Dice": 0.7145565620391826, + "FN": 25300, + "FP": 32965, + "IoU": 0.5558833169452638, + "TN": 61201287, + "TP": 72928, + "n_pred": 105893, + "n_ref": 98228 + }, + "2": { + "Dice": 0.9446861598440546, + "FN": 9497, + "FP": 8238, + "IoU": 0.895170823974465, + "TN": 61163300, + "TP": 151445, + "n_pred": 159683, + "n_ref": 160942 + }, + "3": { + "Dice": 0.9451343582455913, + "FN": 11592, + "FP": 1998, + "IoU": 0.8959760568878546, + "TN": 61201837, + "TP": 117053, + "n_pred": 119051, + "n_ref": 128645 + }, + "4": { + "Dice": 0.9370731886094043, + "FN": 3836, + "FP": 1315, + "IoU": 0.8815970945200441, + "TN": 61288976, + "TP": 38353, + "n_pred": 39668, + "n_ref": 42189 + }, + "5": { + "Dice": 0.8253392670732377, + "FN": 1061, + "FP": 2118, + "IoU": 0.7026192703461178, + "TN": 61321790, + "TP": 7511, + "n_pred": 9629, + "n_ref": 8572 + }, + "6": { + "Dice": 0.9522566309112579, + "FN": 27601, + "FP": 90571, + "IoU": 0.9088643832119575, + "TN": 60035819, + "TP": 1178489, + "n_pred": 1269060, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.497817773082155, + "FN": 130486, + "FP": 18289, + "IoU": 0.3313963939671754, + "TN": 61109964, + "TP": 73741, + "n_pred": 92030, + "n_ref": 204227 + }, + "8": { + "Dice": 0.920082675184716, + "FN": 6314, + "FP": 6871, + "IoU": 0.8519936239953303, + "TN": 61243396, + "TP": 75899, + "n_pred": 82770, + "n_ref": 82213 + }, + "9": { + "Dice": 0.8777257454693055, + "FN": 4989, + "FP": 11278, + "IoU": 0.7820955902052189, + "TN": 61257828, + "TP": 58385, + "n_pred": 69663, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.979777252593295, + "FN": 4071, + "FP": 3074, + "IoU": 0.9603562115075182, + "TN": 148927270, + "TP": 173085, + "n_pred": 176159, + "n_ref": 177156 + }, + "10": { + "Dice": 0.8697778457007099, + "FN": 10198, + "FP": 8548, + "IoU": 0.7695636140135218, + "TN": 149026150, + "TP": 62604, + "n_pred": 71152, + "n_ref": 72802 + }, + "11": { + "Dice": 0.8339008702232312, + "FN": 400, + "FP": 478, + "IoU": 0.7151200519143414, + "TN": 149104418, + "TP": 2204, + "n_pred": 2682, + "n_ref": 2604 + }, + "12": { + "Dice": 0.6899945325314379, + "FN": 835, + "FP": 299, + "IoU": 0.5267111853088481, + "TN": 149105104, + "TP": 1262, + "n_pred": 1561, + "n_ref": 2097 + }, + "13": { + "Dice": 0.7067872820184392, + "FN": 31394, + "FP": 12558, + "IoU": 0.5465359814289399, + "TN": 149010575, + "TP": 52973, + "n_pred": 65531, + "n_ref": 84367 + }, + "14": { + "Dice": 0.9279909220335065, + "FN": 4744, + "FP": 8963, + "IoU": 0.8656558429466132, + "TN": 149005471, + "TP": 88322, + "n_pred": 97285, + "n_ref": 93066 + }, + "15": { + "Dice": 0.8002795115653832, + "FN": 4258, + "FP": 12605, + "IoU": 0.6670549676196493, + "TN": 149056852, + "TP": 33785, + "n_pred": 46390, + "n_ref": 38043 + }, + "2": { + "Dice": 0.9547690350210251, + "FN": 3174, + "FP": 11401, + "IoU": 0.9134526884593688, + "TN": 148939095, + "TP": 153830, + "n_pred": 165231, + "n_ref": 157004 + }, + "3": { + "Dice": 0.8216934221166916, + "FN": 12330, + "FP": 8396, + "IoU": 0.6973511287637627, + "TN": 149039018, + "TP": 47756, + "n_pred": 56152, + "n_ref": 60086 + }, + "4": { + "Dice": 0.9405934776221722, + "FN": 1822, + "FP": 1211, + "IoU": 0.8878494305576098, + "TN": 149080456, + "TP": 24011, + "n_pred": 25222, + "n_ref": 25833 + }, + "5": { + "Dice": 0.40153345724907064, + "FN": 25075, + "FP": 683, + "IoU": 0.2511991627663595, + "TN": 149073101, + "TP": 8641, + "n_pred": 9324, + "n_ref": 33716 + }, + "6": { + "Dice": 0.9746061301781566, + "FN": 27821, + "FP": 28367, + "IoU": 0.9504700182647757, + "TN": 147973076, + "TP": 1078236, + "n_pred": 1106603, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.8477283037906699, + "FN": 66783, + "FP": 8066, + "IoU": 0.735701750359288, + "TN": 148824301, + "TP": 208350, + "n_pred": 216416, + "n_ref": 275133 + }, + "8": { + "Dice": 0.9121334120321021, + "FN": 21989, + "FP": 17907, + "IoU": 0.838460728659697, + "TN": 148860526, + "TP": 207078, + "n_pred": 224985, + "n_ref": 229067 + }, + "9": { + "Dice": 0.903293735537485, + "FN": 11562, + "FP": 4695, + "IoU": 0.823642359679764, + "TN": 149015318, + "TP": 75925, + "n_pred": 80620, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5731018878426891, + "FN": 300947, + "FP": 18100, + "IoU": 0.401641773129984, + "TN": 100179596, + "TP": 214157, + "n_pred": 232257, + "n_ref": 515104 + }, + "10": { + "Dice": 0.3877925448606077, + "FN": 16806, + "FP": 51599, + "IoU": 0.24053513933607196, + "TN": 100622730, + "TP": 21665, + "n_pred": 73264, + "n_ref": 38471 + }, + "11": { + "Dice": 0.5598208573256558, + "FN": 1731, + "FP": 1021, + "IoU": 0.38871612616614837, + "TN": 100708298, + "TP": 1750, + "n_pred": 2771, + "n_ref": 3481 + }, + "12": { + "Dice": 0.6931923576330922, + "FN": 2136, + "FP": 1172, + "IoU": 0.5304471256210078, + "TN": 100705755, + "TP": 3737, + "n_pred": 4909, + "n_ref": 5873 + }, + "13": { + "Dice": 0.0, + "FN": 39155, + "FP": 5558, + "IoU": 0.0, + "TN": 100668087, + "TP": 0, + "n_pred": 5558, + "n_ref": 39155 + }, + "14": { + "Dice": 0.5898952502879689, + "FN": 66579, + "FP": 54828, + "IoU": 0.4183343474365547, + "TN": 100504077, + "TP": 87316, + "n_pred": 142144, + "n_ref": 153895 + }, + "15": { + "Dice": 0.8941357380354696, + "FN": 7465, + "FP": 13326, + "IoU": 0.808540223957566, + "TN": 100604208, + "TP": 87801, + "n_pred": 101127, + "n_ref": 95266 + }, + "2": { + "Dice": 0.7918897649945222, + "FN": 53536, + "FP": 40873, + "IoU": 0.6554780698393236, + "TN": 100438771, + "TP": 179620, + "n_pred": 220493, + "n_ref": 233156 + }, + "3": { + "Dice": 0.7849958816589123, + "FN": 47631, + "FP": 48951, + "IoU": 0.6460849554409006, + "TN": 100439904, + "TP": 176314, + "n_pred": 225265, + "n_ref": 223945 + }, + "4": { + "Dice": 0.4568859772351929, + "FN": 24316, + "FP": 54939, + "IoU": 0.2960805037702836, + "TN": 100600209, + "TP": 33336, + "n_pred": 88275, + "n_ref": 57652 + }, + "5": { + "Dice": 0.4976936535708605, + "FN": 10215, + "FP": 2417, + "IoU": 0.331286394917946, + "TN": 100693910, + "TP": 6258, + "n_pred": 8675, + "n_ref": 16473 + }, + "6": { + "Dice": 0.6389191367916709, + "FN": 898731, + "FP": 434277, + "IoU": 0.46942040995684536, + "TN": 98200438, + "TP": 1179354, + "n_pred": 1613631, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.506942937453567, + "FN": 73015, + "FP": 120112, + "IoU": 0.3395335316849629, + "TN": 100420390, + "TP": 99283, + "n_pred": 219395, + "n_ref": 172298 + }, + "8": { + "Dice": 0.934921823586811, + "FN": 3002, + "FP": 11337, + "IoU": 0.8777964324978481, + "TN": 100595463, + "TP": 102998, + "n_pred": 114335, + "n_ref": 106000 + }, + "9": { + "Dice": 0.759703077258333, + "FN": 19929, + "FP": 31898, + "IoU": 0.6125171024201327, + "TN": 100579047, + "TP": 81926, + "n_pred": 113824, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9733186467348545, + "FN": 516, + "FP": 3723, + "IoU": 0.9480240813173608, + "TN": 78869143, + "TP": 77318, + "n_pred": 81041, + "n_ref": 77834 + }, + "10": { + "Dice": 0.6098873275098113, + "FN": 19674, + "FP": 4978, + "IoU": 0.43873229816492876, + "TN": 78906778, + "TP": 19270, + "n_pred": 24248, + "n_ref": 38944 + }, + "11": { + "Dice": 0.6878980891719745, + "FN": 342, + "FP": 589, + "IoU": 0.5242718446601942, + "TN": 78948743, + "TP": 1026, + "n_pred": 1615, + "n_ref": 1368 + }, + "12": { + "Dice": 0.33774038461538464, + "FN": 1998, + "FP": 206, + "IoU": 0.2031814895155459, + "TN": 78947934, + "TP": 562, + "n_pred": 768, + "n_ref": 2560 + }, + "13": { + "Dice": 0.38890590256048363, + "FN": 44801, + "FP": 1094, + "IoU": 0.2413924197094167, + "TN": 78890201, + "TP": 14604, + "n_pred": 15698, + "n_ref": 59405 + }, + "14": { + "Dice": 0.6580109757729888, + "FN": 7605, + "FP": 12835, + "IoU": 0.4903251545980451, + "TN": 78910596, + "TP": 19664, + "n_pred": 32499, + "n_ref": 27269 + }, + "15": { + "Dice": 0.8532384531417954, + "FN": 7920, + "FP": 9693, + "IoU": 0.7440417369063536, + "TN": 78881888, + "TP": 51199, + "n_pred": 60892, + "n_ref": 59119 + }, + "2": { + "Dice": 0.9143271146531425, + "FN": 14305, + "FP": 1777, + "IoU": 0.8421755088421755, + "TN": 78848802, + "TP": 85816, + "n_pred": 87593, + "n_ref": 100121 + }, + "3": { + "Dice": 0.9500203775880972, + "FN": 1925, + "FP": 6782, + "IoU": 0.9047988716255371, + "TN": 78859241, + "TP": 82752, + "n_pred": 89534, + "n_ref": 84677 + }, + "4": { + "Dice": 0.8859476950824889, + "FN": 427, + "FP": 3873, + "IoU": 0.795247845340698, + "TN": 78929699, + "TP": 16701, + "n_pred": 20574, + "n_ref": 17128 + }, + "5": { + "Dice": 0.5087886854565036, + "FN": 22279, + "FP": 1894, + "IoU": 0.3411915403902758, + "TN": 78914008, + "TP": 12519, + "n_pred": 14413, + "n_ref": 34798 + }, + "6": { + "Dice": 0.9554863872403827, + "FN": 41103, + "FP": 20950, + "IoU": 0.9147668116224703, + "TN": 78222662, + "TP": 665985, + "n_pred": 686935, + "n_ref": 707088 + }, + "7": { + "Dice": 0.5017464520894561, + "FN": 465708, + "FP": 41546, + "IoU": 0.334887544761158, + "TN": 78188041, + "TP": 255405, + "n_pred": 296951, + "n_ref": 721113 + }, + "8": { + "Dice": 0.8688084872141321, + "FN": 70687, + "FP": 7961, + "IoU": 0.7680472116294913, + "TN": 78611631, + "TP": 260421, + "n_pred": 268382, + "n_ref": 331108 + }, + "9": { + "Dice": 0.7678367594322946, + "FN": 19042, + "FP": 3941, + "IoU": 0.6231615537228025, + "TN": 78889711, + "TP": 38006, + "n_pred": 41947, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9825121519350803, + "FN": 4486, + "FP": 630, + "IoU": 0.965625440936364, + "TN": 104855609, + "TP": 143715, + "n_pred": 144345, + "n_ref": 148201 + }, + "10": { + "Dice": 0.8117880343292677, + "FN": 8631, + "FP": 27817, + "IoU": 0.6832013628738559, + "TN": 104889389, + "TP": 78603, + "n_pred": 106420, + "n_ref": 87234 + }, + "11": { + "Dice": 0.8953308779850303, + "FN": 563, + "FP": 318, + "IoU": 0.8104968810496881, + "TN": 104999791, + "TP": 3768, + "n_pred": 4086, + "n_ref": 4331 + }, + "12": { + "Dice": 0.8055130168453293, + "FN": 1151, + "FP": 627, + "IoU": 0.6743589743589744, + "TN": 104998980, + "TP": 3682, + "n_pred": 4309, + "n_ref": 4833 + }, + "13": { + "Dice": 0.8702528895454941, + "FN": 12727, + "FP": 6682, + "IoU": 0.7703076923076924, + "TN": 104919940, + "TP": 65091, + "n_pred": 71773, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9607868550280094, + "FN": 3364, + "FP": 2082, + "IoU": 0.9245330081481071, + "TN": 104932276, + "TP": 66718, + "n_pred": 68800, + "n_ref": 70082 + }, + "15": { + "Dice": 0.9205784732100522, + "FN": 1062, + "FP": 2958, + "IoU": 0.8528442784976938, + "TN": 104977122, + "TP": 23298, + "n_pred": 26256, + "n_ref": 24360 + }, + "2": { + "Dice": 0.9335961086369502, + "FN": 18452, + "FP": 3213, + "IoU": 0.8754620235337399, + "TN": 104830477, + "TP": 152298, + "n_pred": 155511, + "n_ref": 170750 + }, + "3": { + "Dice": 0.9442916594142127, + "FN": 4352, + "FP": 13251, + "IoU": 0.8944626305502597, + "TN": 104837646, + "TP": 149191, + "n_pred": 162442, + "n_ref": 153543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1001, + "IoU": 0.0, + "TN": 105003439, + "TP": 0, + "n_pred": 1001, + "n_ref": 0 + }, + "5": { + "Dice": 0.7638648458036802, + "FN": 6252, + "FP": 8480, + "IoU": 0.6179460580912863, + "TN": 104965880, + "TP": 23828, + "n_pred": 32308, + "n_ref": 30080 + }, + "6": { + "Dice": 0.9561959676879389, + "FN": 21986, + "FP": 89232, + "IoU": 0.9160684746253879, + "TN": 103679336, + "TP": 1213886, + "n_pred": 1303118, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.8534632297372965, + "FN": 12132, + "FP": 62714, + "IoU": 0.744383653340437, + "TN": 104711634, + "TP": 217960, + "n_pred": 280674, + "n_ref": 230092 + }, + "8": { + "Dice": 0.9166059044715597, + "FN": 53790, + "FP": 3053, + "IoU": 0.846050304551893, + "TN": 104635209, + "TP": 312388, + "n_pred": 315441, + "n_ref": 366178 + }, + "9": { + "Dice": 0.9351108752846499, + "FN": 8962, + "FP": 2778, + "IoU": 0.8781298011045136, + "TN": 104908108, + "TP": 84592, + "n_pred": 87370, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9018026136126643, + "FN": 74356, + "FP": 509, + "IoU": 0.8211662354973019, + "TN": 177257659, + "TP": 343764, + "n_pred": 344273, + "n_ref": 418120 + }, + "10": { + "Dice": 0.7752441544155902, + "FN": 19808, + "FP": 10432, + "IoU": 0.6329785297294673, + "TN": 177593895, + "TP": 52153, + "n_pred": 62585, + "n_ref": 71961 + }, + "11": { + "Dice": 0.8352463768115942, + "FN": 1141, + "FP": 280, + "IoU": 0.7171013338642246, + "TN": 177671265, + "TP": 3602, + "n_pred": 3882, + "n_ref": 4743 + }, + "12": { + "Dice": 0.8197467352592006, + "FN": 1055, + "FP": 767, + "IoU": 0.6945515507124895, + "TN": 177670323, + "TP": 4143, + "n_pred": 4910, + "n_ref": 5198 + }, + "13": { + "Dice": 0.8751518208547099, + "FN": 11153, + "FP": 7658, + "IoU": 0.7780177245961223, + "TN": 177591547, + "TP": 65930, + "n_pred": 73588, + "n_ref": 77083 + }, + "14": { + "Dice": 0.9363578145539115, + "FN": 6793, + "FP": 2648, + "IoU": 0.8803315883538464, + "TN": 177597395, + "TP": 69452, + "n_pred": 72100, + "n_ref": 76245 + }, + "15": { + "Dice": 0.5368317350260011, + "FN": 1645, + "FP": 35496, + "IoU": 0.3668967868405352, + "TN": 177617623, + "TP": 21524, + "n_pred": 57020, + "n_ref": 23169 + }, + "2": { + "Dice": 0.9420770511621541, + "FN": 7858, + "FP": 17536, + "IoU": 0.8904968478064009, + "TN": 177444386, + "TP": 206508, + "n_pred": 224044, + "n_ref": 214366 + }, + "3": { + "Dice": 0.9333083532660582, + "FN": 25216, + "FP": 770, + "IoU": 0.8749560907537954, + "TN": 177468473, + "TP": 181829, + "n_pred": 182599, + "n_ref": 207045 + }, + "4": { + "Dice": 0.8221137639420187, + "FN": 6387, + "FP": 5750, + "IoU": 0.6979568474230395, + "TN": 177636105, + "TP": 28046, + "n_pred": 33796, + "n_ref": 34433 + }, + "5": { + "Dice": 0.7398049806068075, + "FN": 10772, + "FP": 3584, + "IoU": 0.5870559470732059, + "TN": 177641523, + "TP": 20409, + "n_pred": 23993, + "n_ref": 31181 + }, + "6": { + "Dice": 0.923829438774018, + "FN": 99780, + "FP": 181506, + "IoU": 0.858441470208574, + "TN": 175689223, + "TP": 1705779, + "n_pred": 1887285, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.8594403393336231, + "FN": 24141, + "FP": 88395, + "IoU": 0.7535251061145644, + "TN": 177219706, + "TP": 344046, + "n_pred": 432441, + "n_ref": 368187 + }, + "8": { + "Dice": 0.8898766916719159, + "FN": 12966, + "FP": 33188, + "IoU": 0.8016016644242219, + "TN": 177443655, + "TP": 186479, + "n_pred": 219667, + "n_ref": 199445 + }, + "9": { + "Dice": 0.9368439592725419, + "FN": 10227, + "FP": 6626, + "IoU": 0.8811913993655269, + "TN": 177534438, + "TP": 124997, + "n_pred": 131623, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9783230951436719, + "FN": 5744, + "FP": 2291, + "IoU": 0.9575660274724984, + "TN": 193816182, + "TP": 181318, + "n_pred": 183609, + "n_ref": 187062 + }, + "10": { + "Dice": 0.8900156537126522, + "FN": 8584, + "FP": 10808, + "IoU": 0.8018272119688515, + "TN": 193907681, + "TP": 78462, + "n_pred": 89270, + "n_ref": 87046 + }, + "11": { + "Dice": 0.8175568482284505, + "FN": 793, + "FP": 242, + "IoU": 0.6914132379248659, + "TN": 194002181, + "TP": 2319, + "n_pred": 2561, + "n_ref": 3112 + }, + "12": { + "Dice": 0.8177339901477833, + "FN": 1045, + "FP": 250, + "IoU": 0.6916666666666667, + "TN": 194001335, + "TP": 2905, + "n_pred": 3155, + "n_ref": 3950 + }, + "13": { + "Dice": 0.7935718856130334, + "FN": 18508, + "FP": 6656, + "IoU": 0.6577863000285586, + "TN": 193932002, + "TP": 48369, + "n_pred": 55025, + "n_ref": 66877 + }, + "14": { + "Dice": 0.9217274462527627, + "FN": 2503, + "FP": 9963, + "IoU": 0.854818610609678, + "TN": 193919670, + "TP": 73399, + "n_pred": 83362, + "n_ref": 75902 + }, + "15": { + "Dice": 0.7513299893600851, + "FN": 1194, + "FP": 11894, + "IoU": 0.6017041996348144, + "TN": 193972675, + "TP": 19772, + "n_pred": 31666, + "n_ref": 20966 + }, + "2": { + "Dice": 0.9216978914338863, + "FN": 3632, + "FP": 19351, + "IoU": 0.8547677725118483, + "TN": 193847285, + "TP": 135267, + "n_pred": 154618, + "n_ref": 138899 + }, + "3": { + "Dice": 0.9074702048453889, + "FN": 19618, + "FP": 3821, + "IoU": 0.830613690235301, + "TN": 193867159, + "TP": 114937, + "n_pred": 118758, + "n_ref": 134555 + }, + "4": { + "Dice": 0.9338893658775911, + "FN": 1994, + "FP": 701, + "IoU": 0.8759779107225034, + "TN": 193983805, + "TP": 19035, + "n_pred": 19736, + "n_ref": 21029 + }, + "5": { + "Dice": 0.6757873552144218, + "FN": 11488, + "FP": 3655, + "IoU": 0.5103314470493129, + "TN": 193974610, + "TP": 15782, + "n_pred": 19437, + "n_ref": 27270 + }, + "6": { + "Dice": 0.9476431870685845, + "FN": 25779, + "FP": 124435, + "IoU": 0.9004960821499852, + "TN": 192495906, + "TP": 1359415, + "n_pred": 1483850, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.8918764247188927, + "FN": 43010, + "FP": 24628, + "IoU": 0.8048528563185228, + "TN": 193658935, + "TP": 278962, + "n_pred": 303590, + "n_ref": 321972 + }, + "8": { + "Dice": 0.9519966157635056, + "FN": 14109, + "FP": 8813, + "IoU": 0.9083907839258238, + "TN": 193755320, + "TP": 227293, + "n_pred": 236106, + "n_ref": 241402 + }, + "9": { + "Dice": 0.8835369489930462, + "FN": 17671, + "FP": 3616, + "IoU": 0.7913714190506993, + "TN": 193903502, + "TP": 80746, + "n_pred": 84362, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9777238134472366, + "FN": 1719, + "FP": 3418, + "IoU": 0.956418457466213, + "TN": 99537929, + "TP": 112734, + "n_pred": 116152, + "n_ref": 114453 + }, + "10": { + "Dice": 0.8778690344062153, + "FN": 12363, + "FP": 4143, + "IoU": 0.7823231523975313, + "TN": 99579972, + "TP": 59322, + "n_pred": 63465, + "n_ref": 71685 + }, + "11": { + "Dice": 0.8599943772842282, + "FN": 583, + "FP": 413, + "IoU": 0.7543773119605426, + "TN": 99651745, + "TP": 3059, + "n_pred": 3472, + "n_ref": 3642 + }, + "12": { + "Dice": 0.7119370979270908, + "FN": 1576, + "FP": 36, + "IoU": 0.5527192008879024, + "TN": 99652196, + "TP": 1992, + "n_pred": 2028, + "n_ref": 3568 + }, + "13": { + "Dice": 0.7037157107231921, + "FN": 17212, + "FP": 6550, + "IoU": 0.5428714337931168, + "TN": 99603819, + "TP": 28219, + "n_pred": 34769, + "n_ref": 45431 + }, + "14": { + "Dice": 0.6483162518301611, + "FN": 27572, + "FP": 1252, + "IoU": 0.4796360485268631, + "TN": 99600408, + "TP": 26568, + "n_pred": 27820, + "n_ref": 54140 + }, + "15": { + "Dice": 0.8039233466328134, + "FN": 11350, + "FP": 1624, + "IoU": 0.6721336332162442, + "TN": 99616229, + "TP": 26597, + "n_pred": 28221, + "n_ref": 37947 + }, + "2": { + "Dice": 0.9653456221198157, + "FN": 4775, + "FP": 3121, + "IoU": 0.9330126492071976, + "TN": 99537927, + "TP": 109977, + "n_pred": 113098, + "n_ref": 114752 + }, + "3": { + "Dice": 0.9698811420169097, + "FN": 5081, + "FP": 2293, + "IoU": 0.9415235285721083, + "TN": 99529698, + "TP": 118728, + "n_pred": 121021, + "n_ref": 123809 + }, + "4": { + "Dice": 0.8799620183050668, + "FN": 2225, + "FP": 2326, + "IoU": 0.785653730218538, + "TN": 99634568, + "TP": 16681, + "n_pred": 19007, + "n_ref": 18906 + }, + "5": { + "Dice": 0.8657383750638733, + "FN": 189, + "FP": 1913, + "IoU": 0.7632616285617749, + "TN": 99646921, + "TP": 6777, + "n_pred": 8690, + "n_ref": 6966 + }, + "6": { + "Dice": 0.968763056555101, + "FN": 49856, + "FP": 34253, + "IoU": 0.9394184941812684, + "TN": 98267439, + "TP": 1304252, + "n_pred": 1338505, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.8321159583511563, + "FN": 13292, + "FP": 48720, + "IoU": 0.7124987829924939, + "TN": 99440107, + "TP": 153681, + "n_pred": 202401, + "n_ref": 166973 + }, + "8": { + "Dice": 0.96188333010437, + "FN": 4107, + "FP": 3566, + "IoU": 0.926565730035985, + "TN": 99551312, + "TP": 96815, + "n_pred": 100381, + "n_ref": 100922 + }, + "9": { + "Dice": 0.9203910226875316, + "FN": 12633, + "FP": 1708, + "IoU": 0.8525225725509553, + "TN": 99558558, + "TP": 82901, + "n_pred": 84609, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.957615940340247, + "FN": 36005, + "FP": 369, + "IoU": 0.9186786112719574, + "TN": 62636233, + "TP": 410913, + "n_pred": 411282, + "n_ref": 446918 + }, + "10": { + "Dice": 0.9136823107320374, + "FN": 8070, + "FP": 3791, + "IoU": 0.8410820515568894, + "TN": 63008884, + "TP": 62775, + "n_pred": 66566, + "n_ref": 70845 + }, + "11": { + "Dice": 0.811960542540074, + "FN": 911, + "FP": 309, + "IoU": 0.683445770627919, + "TN": 63079666, + "TP": 2634, + "n_pred": 2943, + "n_ref": 3545 + }, + "12": { + "Dice": 0.8561832061068703, + "FN": 698, + "FP": 244, + "IoU": 0.7485317672183662, + "TN": 63079774, + "TP": 2804, + "n_pred": 3048, + "n_ref": 3502 + }, + "13": { + "Dice": 0.7669306648961396, + "FN": 13312, + "FP": 6346, + "IoU": 0.6219688082921482, + "TN": 63031519, + "TP": 32343, + "n_pred": 38689, + "n_ref": 45655 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 63083520, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 63083520, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.982820185680011, + "FN": 1490, + "FP": 2792, + "IoU": 0.9662206935723076, + "TN": 62956756, + "TP": 122482, + "n_pred": 125274, + "n_ref": 123972 + }, + "3": { + "Dice": 0.9858585227583299, + "FN": 1337, + "FP": 2285, + "IoU": 0.9721114310793538, + "TN": 62953646, + "TP": 126252, + "n_pred": 128537, + "n_ref": 127589 + }, + "4": { + "Dice": 0.13965446318387495, + "FN": 16671, + "FP": 61, + "IoU": 0.07506909894969596, + "TN": 63065430, + "TP": 1358, + "n_pred": 1419, + "n_ref": 18029 + }, + "5": { + "Dice": 0.6493550120935232, + "FN": 7289, + "FP": 3149, + "IoU": 0.48077401382878177, + "TN": 63063417, + "TP": 9665, + "n_pred": 12814, + "n_ref": 16954 + }, + "6": { + "Dice": 0.9232827344170118, + "FN": 151017, + "FP": 11619, + "IoU": 0.8574978445405542, + "TN": 61942232, + "TP": 978652, + "n_pred": 990271, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.8354345936994374, + "FN": 13890, + "FP": 42355, + "IoU": 0.7173788515265411, + "TN": 62884508, + "TP": 142767, + "n_pred": 185122, + "n_ref": 156657 + }, + "8": { + "Dice": 0.9456036488447629, + "FN": 9334, + "FP": 2473, + "IoU": 0.8968199176796497, + "TN": 62969089, + "TP": 102624, + "n_pred": 105097, + "n_ref": 111958 + }, + "9": { + "Dice": 0.9213676374086394, + "FN": 2171, + "FP": 4779, + "IoU": 0.8541998825207686, + "TN": 63035852, + "TP": 40718, + "n_pred": 45497, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9767578737674752, + "FN": 10454, + "FP": 3920, + "IoU": 0.9545716001390601, + "TN": 109292408, + "TP": 302036, + "n_pred": 305956, + "n_ref": 312490 + }, + "10": { + "Dice": 0.639796088092102, + "FN": 16767, + "FP": 63360, + "IoU": 0.47036777536883295, + "TN": 109457530, + "TP": 71161, + "n_pred": 134521, + "n_ref": 87928 + }, + "11": { + "Dice": 0.7668667466986795, + "FN": 1272, + "FP": 670, + "IoU": 0.6218847352024922, + "TN": 109603682, + "TP": 3194, + "n_pred": 3864, + "n_ref": 4466 + }, + "12": { + "Dice": 0.7642720568150778, + "FN": 1283, + "FP": 443, + "IoU": 0.6184792219274978, + "TN": 109604294, + "TP": 2798, + "n_pred": 3241, + "n_ref": 4081 + }, + "13": { + "Dice": 0.7545597988874626, + "FN": 24350, + "FP": 12360, + "IoU": 0.6058579112938726, + "TN": 109515679, + "TP": 56429, + "n_pred": 68789, + "n_ref": 80779 + }, + "14": { + "Dice": 0.5131815601407024, + "FN": 48553, + "FP": 43204, + "IoU": 0.34515415358264345, + "TN": 109468698, + "TP": 48363, + "n_pred": 91567, + "n_ref": 96916 + }, + "15": { + "Dice": 0.898673745164445, + "FN": 10269, + "FP": 10764, + "IoU": 0.8159923012991558, + "TN": 109494513, + "TP": 93272, + "n_pred": 104036, + "n_ref": 103541 + }, + "2": { + "Dice": 0.8287111236247077, + "FN": 61008, + "FP": 2262, + "IoU": 0.7075206982151689, + "TN": 109392495, + "TP": 153053, + "n_pred": 155315, + "n_ref": 214061 + }, + "3": { + "Dice": 0.877908620943202, + "FN": 12863, + "FP": 51895, + "IoU": 0.7823860314131903, + "TN": 109311236, + "TP": 232824, + "n_pred": 284719, + "n_ref": 245687 + }, + "4": { + "Dice": 0.6446396756158997, + "FN": 24058, + "FP": 4863, + "IoU": 0.47562235961779054, + "TN": 109553665, + "TP": 26232, + "n_pred": 31095, + "n_ref": 50290 + }, + "5": { + "Dice": 0.7684964200477327, + "FN": 2985, + "FP": 1574, + "IoU": 0.624031007751938, + "TN": 109596692, + "TP": 7567, + "n_pred": 9141, + "n_ref": 10552 + }, + "6": { + "Dice": 0.8986719370864602, + "FN": 35964, + "FP": 237914, + "IoU": 0.8159893199389134, + "TN": 108120437, + "TP": 1214503, + "n_pred": 1452417, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.6650030987317022, + "FN": 588490, + "FP": 25562, + "IoU": 0.4981308182063374, + "TN": 108385288, + "TP": 609478, + "n_pred": 635040, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.959084569757868, + "FN": 3801, + "FP": 3504, + "IoU": 0.9213856783108414, + "TN": 109515896, + "TP": 85617, + "n_pred": 89121, + "n_ref": 89418 + }, + "9": { + "Dice": 0.7852343637785474, + "FN": 5999, + "FP": 20915, + "IoU": 0.6464081139313679, + "TN": 109532702, + "TP": 49202, + "n_pred": 70117, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8847501783332816, + "FN": 1722, + "FP": 13142, + "IoU": 0.7933201701938318, + "TN": 66995434, + "TP": 57054, + "n_pred": 70196, + "n_ref": 58776 + }, + "10": { + "Dice": 0.7458712841557401, + "FN": 22906, + "FP": 15179, + "IoU": 0.5947326416600159, + "TN": 66973377, + "TP": 55890, + "n_pred": 71069, + "n_ref": 78796 + }, + "11": { + "Dice": 0.7747808496291302, + "FN": 828, + "FP": 508, + "IoU": 0.6323610346725371, + "TN": 67063718, + "TP": 2298, + "n_pred": 2806, + "n_ref": 3126 + }, + "12": { + "Dice": 0.7698067994608357, + "FN": 741, + "FP": 796, + "IoU": 0.6257608960311662, + "TN": 67063245, + "TP": 2570, + "n_pred": 3366, + "n_ref": 3311 + }, + "13": { + "Dice": 0.48062261249980187, + "FN": 23050, + "FP": 9717, + "IoU": 0.31632865965615087, + "TN": 67019424, + "TP": 15161, + "n_pred": 24878, + "n_ref": 38211 + }, + "14": { + "Dice": 0.8925438318077368, + "FN": 5173, + "FP": 11755, + "IoU": 0.8059405486581606, + "TN": 66980121, + "TP": 70303, + "n_pred": 82058, + "n_ref": 75476 + }, + "15": { + "Dice": 0.36504370601450126, + "FN": 14219, + "FP": 45418, + "IoU": 0.2232742901797343, + "TN": 66990572, + "TP": 17143, + "n_pred": 62561, + "n_ref": 31362 + }, + "2": { + "Dice": 0.8933951332560834, + "FN": 2632, + "FP": 31592, + "IoU": 0.8073298429319372, + "TN": 66889722, + "TP": 143406, + "n_pred": 174998, + "n_ref": 146038 + }, + "3": { + "Dice": 0.8810173944742109, + "FN": 32278, + "FP": 2320, + "IoU": 0.7873378818612085, + "TN": 66904662, + "TP": 128092, + "n_pred": 130412, + "n_ref": 160370 + }, + "4": { + "Dice": 0.0, + "FN": 13039, + "FP": 0, + "IoU": 0.0, + "TN": 67054313, + "TP": 0, + "n_pred": 0, + "n_ref": 13039 + }, + "5": { + "Dice": 0.7933239934214533, + "FN": 2409, + "FP": 984, + "IoU": 0.6574457344775366, + "TN": 67057447, + "TP": 6512, + "n_pred": 7496, + "n_ref": 8921 + }, + "6": { + "Dice": 0.9705770804452533, + "FN": 40867, + "FP": 22127, + "IoU": 0.9428360900154176, + "TN": 65965363, + "TP": 1038995, + "n_pred": 1061122, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.7981564266574759, + "FN": 115398, + "FP": 4072, + "IoU": 0.6641100758542743, + "TN": 66711670, + "TP": 236212, + "n_pred": 240284, + "n_ref": 351610 + }, + "8": { + "Dice": 0.9099095058142794, + "FN": 4571, + "FP": 11497, + "IoU": 0.8347100636759215, + "TN": 66970141, + "TP": 81143, + "n_pred": 92640, + "n_ref": 85714 + }, + "9": { + "Dice": 0.9281040573107524, + "FN": 7061, + "FP": 3828, + "IoU": 0.8658527571083625, + "TN": 66986180, + "TP": 70283, + "n_pred": 74111, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5866515660392095, + "FN": 105108, + "FP": 734, + "IoU": 0.4150792203414184, + "TN": 74338329, + "TP": 75109, + "n_pred": 75843, + "n_ref": 180217 + }, + "10": { + "Dice": 0.784696436216221, + "FN": 11242, + "FP": 13401, + "IoU": 0.6456793673616104, + "TN": 74449730, + "TP": 44907, + "n_pred": 58308, + "n_ref": 56149 + }, + "11": { + "Dice": 0.7777962993832306, + "FN": 1054, + "FP": 279, + "IoU": 0.6363884342607747, + "TN": 74515614, + "TP": 2333, + "n_pred": 2612, + "n_ref": 3387 + }, + "12": { + "Dice": 0.7014542343883661, + "FN": 971, + "FP": 76, + "IoU": 0.5401844532279315, + "TN": 74517003, + "TP": 1230, + "n_pred": 1306, + "n_ref": 2201 + }, + "13": { + "Dice": 0.5930373848313613, + "FN": 17755, + "FP": 16742, + "IoU": 0.42150187818620877, + "TN": 74459648, + "TP": 25135, + "n_pred": 41877, + "n_ref": 42890 + }, + "14": { + "Dice": 0.5948752133644416, + "FN": 2476, + "FP": 37635, + "IoU": 0.42336112708453133, + "TN": 74449720, + "TP": 29449, + "n_pred": 67084, + "n_ref": 31925 + }, + "15": { + "Dice": 0.7813140712235435, + "FN": 5589, + "FP": 8277, + "IoU": 0.641111916347448, + "TN": 74480644, + "TP": 24770, + "n_pred": 33047, + "n_ref": 30359 + }, + "2": { + "Dice": 0.9234040150022755, + "FN": 1926, + "FP": 21131, + "IoU": 0.8577070952054753, + "TN": 74357241, + "TP": 138982, + "n_pred": 160113, + "n_ref": 140908 + }, + "3": { + "Dice": 0.9272677651553918, + "FN": 19736, + "FP": 1584, + "IoU": 0.86439815550962, + "TN": 74362055, + "TP": 135905, + "n_pred": 137489, + "n_ref": 155641 + }, + "4": { + "Dice": 0.6303473868673333, + "FN": 7163, + "FP": 9, + "IoU": 0.46022427937081356, + "TN": 74505993, + "TP": 6115, + "n_pred": 6124, + "n_ref": 13278 + }, + "5": { + "Dice": 0.6034840978104523, + "FN": 4490, + "FP": 2953, + "IoU": 0.4321355001144427, + "TN": 74506173, + "TP": 5664, + "n_pred": 8617, + "n_ref": 10154 + }, + "6": { + "Dice": 0.9476511766394075, + "FN": 63903, + "FP": 106463, + "IoU": 0.900510510966467, + "TN": 72806878, + "TP": 1542036, + "n_pred": 1648499, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.7644142229777589, + "FN": 53875, + "FP": 15971, + "IoU": 0.6186654437055721, + "TN": 74336118, + "TP": 113316, + "n_pred": 129287, + "n_ref": 167191 + }, + "8": { + "Dice": 0.9632724027572624, + "FN": 1774, + "FP": 3000, + "IoU": 0.9291470636251651, + "TN": 74451901, + "TP": 62605, + "n_pred": 65605, + "n_ref": 64379 + }, + "9": { + "Dice": 0.9230769230769231, + "FN": 11198, + "FP": 2412, + "IoU": 0.8571428571428571, + "TN": 74424010, + "TP": 81660, + "n_pred": 84072, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9298789873777441, + "FN": 8061, + "FP": 33393, + "IoU": 0.8689475081880145, + "TN": 65734864, + "TP": 274862, + "n_pred": 308255, + "n_ref": 282923 + }, + "10": { + "Dice": 0.7654281824550273, + "FN": 25623, + "FP": 9871, + "IoU": 0.6199948610337888, + "TN": 65957776, + "TP": 57910, + "n_pred": 67781, + "n_ref": 83533 + }, + "11": { + "Dice": 0.7786160249739854, + "FN": 644, + "FP": 1058, + "IoU": 0.6374866879659212, + "TN": 66046485, + "TP": 2993, + "n_pred": 4051, + "n_ref": 3637 + }, + "12": { + "Dice": 0.8274743104380746, + "FN": 731, + "FP": 226, + "IoU": 0.705719557195572, + "TN": 66047928, + "TP": 2295, + "n_pred": 2521, + "n_ref": 3026 + }, + "13": { + "Dice": 0.835419703335334, + "FN": 8652, + "FP": 6704, + "IoU": 0.717356893060924, + "TN": 65996850, + "TP": 38974, + "n_pred": 45678, + "n_ref": 47626 + }, + "14": { + "Dice": 0.9386725287901876, + "FN": 2305, + "FP": 5060, + "IoU": 0.8844325189474179, + "TN": 65987451, + "TP": 56364, + "n_pred": 61424, + "n_ref": 58669 + }, + "15": { + "Dice": 0.8659573154417667, + "FN": 3558, + "FP": 2955, + "IoU": 0.7636020471126275, + "TN": 66023629, + "TP": 21038, + "n_pred": 23993, + "n_ref": 24596 + }, + "2": { + "Dice": 0.9695911608321982, + "FN": 3718, + "FP": 5078, + "IoU": 0.9409771383708992, + "TN": 65902153, + "TP": 140231, + "n_pred": 145309, + "n_ref": 143949 + }, + "3": { + "Dice": 0.9701426197193986, + "FN": 6224, + "FP": 3046, + "IoU": 0.9420164755774897, + "TN": 65891307, + "TP": 150603, + "n_pred": 153649, + "n_ref": 156827 + }, + "4": { + "Dice": 0.9203654462398582, + "FN": 2530, + "FP": 2142, + "IoU": 0.8524786864540574, + "TN": 66019510, + "TP": 26998, + "n_pred": 29140, + "n_ref": 29528 + }, + "5": { + "Dice": 0.9239743149845596, + "FN": 554, + "FP": 997, + "IoU": 0.8586916909620991, + "TN": 66040204, + "TP": 9425, + "n_pred": 10422, + "n_ref": 9979 + }, + "6": { + "Dice": 0.909101679808518, + "FN": 18289, + "FP": 182722, + "IoU": 0.833351434301362, + "TN": 64844983, + "TP": 1005186, + "n_pred": 1187908, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.6307761878974313, + "FN": 524596, + "FP": 4484, + "IoU": 0.4606815790975886, + "TN": 65070164, + "TP": 451936, + "n_pred": 456420, + "n_ref": 976532 + }, + "8": { + "Dice": 0.95647107884021, + "FN": 3315, + "FP": 3783, + "IoU": 0.9165736180815929, + "TN": 65966099, + "TP": 77983, + "n_pred": 81766, + "n_ref": 81298 + }, + "9": { + "Dice": 0.8831406392908234, + "FN": 13598, + "FP": 1351, + "IoU": 0.790735763480598, + "TN": 65979744, + "TP": 56487, + "n_pred": 57838, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9853712628481256, + "FN": 3470, + "FP": 989, + "IoU": 0.9711643547709121, + "TN": 113317905, + "TP": 150176, + "n_pred": 151165, + "n_ref": 153646 + }, + "10": { + "Dice": 0.9142784188319979, + "FN": 5373, + "FP": 8727, + "IoU": 0.842092885220566, + "TN": 113383247, + "TP": 75193, + "n_pred": 83920, + "n_ref": 80566 + }, + "11": { + "Dice": 0.6959001782531195, + "FN": 1278, + "FP": 428, + "IoU": 0.5336249316566429, + "TN": 113468882, + "TP": 1952, + "n_pred": 2380, + "n_ref": 3230 + }, + "12": { + "Dice": 0.8739729490582733, + "FN": 626, + "FP": 371, + "IoU": 0.7761562640323305, + "TN": 113468086, + "TP": 3457, + "n_pred": 3828, + "n_ref": 4083 + }, + "13": { + "Dice": 0.6988297501690817, + "FN": 25729, + "FP": 18356, + "IoU": 0.537077872983871, + "TN": 113377308, + "TP": 51147, + "n_pred": 69503, + "n_ref": 76876 + }, + "14": { + "Dice": 0.8631075867981141, + "FN": 62232, + "FP": 1642, + "IoU": 0.7591814113415549, + "TN": 113207303, + "TP": 201363, + "n_pred": 203005, + "n_ref": 263595 + }, + "15": { + "Dice": 0.487017720246324, + "FN": 2507, + "FP": 38311, + "IoU": 0.3218925474299764, + "TN": 113412346, + "TP": 19376, + "n_pred": 57687, + "n_ref": 21883 + }, + "2": { + "Dice": 0.97311229802549, + "FN": 4199, + "FP": 2592, + "IoU": 0.9476326341764343, + "TN": 113342860, + "TP": 122889, + "n_pred": 125481, + "n_ref": 127088 + }, + "3": { + "Dice": 0.9750244335121018, + "FN": 1582, + "FP": 4500, + "IoU": 0.9512660256410257, + "TN": 113347740, + "TP": 118718, + "n_pred": 123218, + "n_ref": 120300 + }, + "4": { + "Dice": 0.8103852785708229, + "FN": 2423, + "FP": 10993, + "IoU": 0.6812165854817631, + "TN": 113430455, + "TP": 28669, + "n_pred": 39662, + "n_ref": 31092 + }, + "5": { + "Dice": 0.7087394464908563, + "FN": 11084, + "FP": 6786, + "IoU": 0.548874078562052, + "TN": 113432928, + "TP": 21742, + "n_pred": 28528, + "n_ref": 32826 + }, + "6": { + "Dice": 0.9686218191089909, + "FN": 32440, + "FP": 39553, + "IoU": 0.9391529092385852, + "TN": 112289361, + "TP": 1111186, + "n_pred": 1150739, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.8888873527304065, + "FN": 25143, + "FP": 23078, + "IoU": 0.7999975114266991, + "TN": 113231438, + "TP": 192881, + "n_pred": 215959, + "n_ref": 218024 + }, + "8": { + "Dice": 0.9351111502700745, + "FN": 23535, + "FP": 2978, + "IoU": 0.8781302860925204, + "TN": 113254988, + "TP": 191039, + "n_pred": 194017, + "n_ref": 214574 + }, + "9": { + "Dice": 0.9082441664014104, + "FN": 13505, + "FP": 5232, + "IoU": 0.8319114388495663, + "TN": 113361069, + "TP": 92734, + "n_pred": 97966, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8589555711438156, + "FN": 3513, + "FP": 37103, + "IoU": 0.7527801279437096, + "TN": 75032437, + "TP": 123675, + "n_pred": 160778, + "n_ref": 127188 + }, + "10": { + "Dice": 0.9109878297902689, + "FN": 10642, + "FP": 6831, + "IoU": 0.8365267668356942, + "TN": 75089842, + "TP": 89413, + "n_pred": 96244, + "n_ref": 100055 + }, + "11": { + "Dice": 0.7592870231550891, + "FN": 1265, + "FP": 180, + "IoU": 0.6119763694951665, + "TN": 75193004, + "TP": 2279, + "n_pred": 2459, + "n_ref": 3544 + }, + "12": { + "Dice": 0.663918264922029, + "FN": 1254, + "FP": 621, + "IoU": 0.49691440837134426, + "TN": 75193001, + "TP": 1852, + "n_pred": 2473, + "n_ref": 3106 + }, + "13": { + "Dice": 0.7318757192174914, + "FN": 15828, + "FP": 13064, + "IoU": 0.5771324863883848, + "TN": 75128404, + "TP": 39432, + "n_pred": 52496, + "n_ref": 55260 + }, + "14": { + "Dice": 0.9490413915210834, + "FN": 8165, + "FP": 5247, + "IoU": 0.9030245186293862, + "TN": 75058425, + "TP": 124891, + "n_pred": 130138, + "n_ref": 133056 + }, + "15": { + "Dice": 0.7636761327353734, + "FN": 21790, + "FP": 10407, + "IoU": 0.6176990940286634, + "TN": 75112509, + "TP": 52022, + "n_pred": 62429, + "n_ref": 73812 + }, + "2": { + "Dice": 0.9576624196685916, + "FN": 5267, + "FP": 7204, + "IoU": 0.9187641679043227, + "TN": 75043212, + "TP": 141045, + "n_pred": 148249, + "n_ref": 146312 + }, + "3": { + "Dice": 0.9638743931120106, + "FN": 4277, + "FP": 6460, + "IoU": 0.9302679006332196, + "TN": 75042753, + "TP": 143238, + "n_pred": 149698, + "n_ref": 147515 + }, + "4": { + "Dice": 0.9329000347456414, + "FN": 2141, + "FP": 1142, + "IoU": 0.8742386515993105, + "TN": 75170623, + "TP": 22822, + "n_pred": 23964, + "n_ref": 24963 + }, + "5": { + "Dice": 0.9066871048093504, + "FN": 603, + "FP": 858, + "IoU": 0.8293024886084823, + "TN": 75188169, + "TP": 7098, + "n_pred": 7956, + "n_ref": 7701 + }, + "6": { + "Dice": 0.9676706528131739, + "FN": 22512, + "FP": 59944, + "IoU": 0.9373662150070111, + "TN": 73880250, + "TP": 1234022, + "n_pred": 1293966, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.9130552883616736, + "FN": 8956, + "FP": 18251, + "IoU": 0.8400199923558639, + "TN": 75026663, + "TP": 142858, + "n_pred": 161109, + "n_ref": 151814 + }, + "8": { + "Dice": 0.944545194234991, + "FN": 5571, + "FP": 3725, + "IoU": 0.8949177066377283, + "TN": 75108264, + "TP": 79168, + "n_pred": 82893, + "n_ref": 84739 + }, + "9": { + "Dice": 0.8729226370737723, + "FN": 12810, + "FP": 5947, + "IoU": 0.7745010819908632, + "TN": 75113548, + "TP": 64423, + "n_pred": 70370, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9822070193262156, + "FN": 5088, + "FP": 2548, + "IoU": 0.965036149763962, + "TN": 86709475, + "TP": 210761, + "n_pred": 213309, + "n_ref": 215849 + }, + "10": { + "Dice": 0.6922528294827425, + "FN": 9621, + "FP": 43021, + "IoU": 0.5293476025713238, + "TN": 86816023, + "TP": 59207, + "n_pred": 102228, + "n_ref": 68828 + }, + "11": { + "Dice": 0.6674612634088201, + "FN": 1190, + "FP": 205, + "IoU": 0.5008944543828264, + "TN": 86925077, + "TP": 1400, + "n_pred": 1605, + "n_ref": 2590 + }, + "12": { + "Dice": 0.7633343340338237, + "FN": 1101, + "FP": 1264, + "IoU": 0.6172519825214436, + "TN": 86921693, + "TP": 3814, + "n_pred": 5078, + "n_ref": 4915 + }, + "13": { + "Dice": 0.6100896043674712, + "FN": 19377, + "FP": 26618, + "IoU": 0.4389416801863892, + "TN": 86845893, + "TP": 35984, + "n_pred": 62602, + "n_ref": 55361 + }, + "14": { + "Dice": 0.8130345222426177, + "FN": 14403, + "FP": 17274, + "IoU": 0.6849689712785424, + "TN": 86827320, + "TP": 68875, + "n_pred": 86149, + "n_ref": 83278 + }, + "15": { + "Dice": 0.8473092104119212, + "FN": 40829, + "FP": 3078, + "IoU": 0.7350706868358967, + "TN": 86762141, + "TP": 121824, + "n_pred": 124902, + "n_ref": 162653 + }, + "2": { + "Dice": 0.940714860324621, + "FN": 4942, + "FP": 10092, + "IoU": 0.8880657578307063, + "TN": 86793561, + "TP": 119277, + "n_pred": 129369, + "n_ref": 124219 + }, + "3": { + "Dice": 0.9359990829127435, + "FN": 19299, + "FP": 1358, + "IoU": 0.8796976279635895, + "TN": 86756163, + "TP": 151052, + "n_pred": 152410, + "n_ref": 170351 + }, + "4": { + "Dice": 0.8087019257450468, + "FN": 1950, + "FP": 4944, + "IoU": 0.6788409577937203, + "TN": 86906406, + "TP": 14572, + "n_pred": 19516, + "n_ref": 16522 + }, + "5": { + "Dice": 0.856233083903837, + "FN": 95, + "FP": 1711, + "IoU": 0.748608017817372, + "TN": 86920688, + "TP": 5378, + "n_pred": 7089, + "n_ref": 5473 + }, + "6": { + "Dice": 0.947464694259374, + "FN": 28053, + "FP": 99064, + "IoU": 0.9001737890328362, + "TN": 85654489, + "TP": 1146266, + "n_pred": 1245330, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.6173938206601097, + "FN": 559163, + "FP": 15984, + "IoU": 0.4465435131751526, + "TN": 85888681, + "TP": 464044, + "n_pred": 480028, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.9545353818880189, + "FN": 2698, + "FP": 2226, + "IoU": 0.91302504680821, + "TN": 86871258, + "TP": 51690, + "n_pred": 53916, + "n_ref": 54388 + }, + "9": { + "Dice": 0.8390560259412718, + "FN": 4184, + "FP": 13684, + "IoU": 0.7227360188690957, + "TN": 86863428, + "TP": 46576, + "n_pred": 60260, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8928079563494149, + "FN": 3540, + "FP": 16852, + "IoU": 0.8063713621041637, + "TN": 37644285, + "TP": 84923, + "n_pred": 101775, + "n_ref": 88463 + }, + "10": { + "Dice": 0.8509106852518314, + "FN": 12666, + "FP": 3656, + "IoU": 0.7405087440381558, + "TN": 37686700, + "TP": 46578, + "n_pred": 50234, + "n_ref": 59244 + }, + "11": { + "Dice": 0.8494390867939382, + "FN": 430, + "FP": 335, + "IoU": 0.7382825863838522, + "TN": 37746677, + "TP": 2158, + "n_pred": 2493, + "n_ref": 2588 + }, + "12": { + "Dice": 0.8116721059704358, + "FN": 803, + "FP": 178, + "IoU": 0.6830371567043618, + "TN": 37746505, + "TP": 2114, + "n_pred": 2292, + "n_ref": 2917 + }, + "13": { + "Dice": 0.7853679080681066, + "FN": 12251, + "FP": 5586, + "IoU": 0.6465891303917101, + "TN": 37699129, + "TP": 32634, + "n_pred": 38220, + "n_ref": 44885 + }, + "14": { + "Dice": 0.3942192297126002, + "FN": 18481, + "FP": 232895, + "IoU": 0.24550003151553715, + "TN": 37416431, + "TP": 81793, + "n_pred": 314688, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 30113, + "IoU": 0.0, + "TN": 37719487, + "TP": 0, + "n_pred": 30113, + "n_ref": 0 + }, + "2": { + "Dice": 0.7076819137699708, + "FN": 25861, + "FP": 35579, + "IoU": 0.5476066003490144, + "TN": 37613789, + "TP": 74371, + "n_pred": 109950, + "n_ref": 100232 + }, + "3": { + "Dice": 0.9455674409415483, + "FN": 4943, + "FP": 4700, + "IoU": 0.8967547832417906, + "TN": 37656201, + "TP": 83756, + "n_pred": 88456, + "n_ref": 88699 + }, + "4": { + "Dice": 0.004012371478726072, + "FN": 11670, + "FP": 245, + "IoU": 0.002010218611273976, + "TN": 37737661, + "TP": 24, + "n_pred": 269, + "n_ref": 11694 + }, + "5": { + "Dice": 0.8152859375842182, + "FN": 2486, + "FP": 941, + "IoU": 0.6881710646041856, + "TN": 37738610, + "TP": 7563, + "n_pred": 8504, + "n_ref": 10049 + }, + "6": { + "Dice": 0.9289093445346764, + "FN": 90925, + "FP": 8810, + "IoU": 0.8672555771025021, + "TN": 36998269, + "TP": 651596, + "n_pred": 660406, + "n_ref": 742521 + }, + "7": { + "Dice": 0.8571342322398873, + "FN": 47152, + "FP": 52234, + "IoU": 0.7499867932169962, + "TN": 37352077, + "TP": 298137, + "n_pred": 350371, + "n_ref": 345289 + }, + "8": { + "Dice": 0.9363575498035649, + "FN": 3963, + "FP": 6113, + "IoU": 0.880331120322094, + "TN": 37665401, + "TP": 74123, + "n_pred": 80236, + "n_ref": 78086 + }, + "9": { + "Dice": 0.9146106184840278, + "FN": 5468, + "FP": 3738, + "IoU": 0.8426566852962792, + "TN": 37691091, + "TP": 49303, + "n_pred": 53041, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9721828319330721, + "FN": 6749, + "FP": 4197, + "IoU": 0.9458713690894166, + "TN": 75704466, + "TP": 191276, + "n_pred": 195473, + "n_ref": 198025 + }, + "10": { + "Dice": 0.9189108226099905, + "FN": 9816, + "FP": 8591, + "IoU": 0.8499861452951052, + "TN": 75783986, + "TP": 104295, + "n_pred": 112886, + "n_ref": 114111 + }, + "11": { + "Dice": 0.7483839492621052, + "FN": 1274, + "FP": 789, + "IoU": 0.5979341259013837, + "TN": 75901557, + "TP": 3068, + "n_pred": 3857, + "n_ref": 4342 + }, + "12": { + "Dice": 0.8591245025582718, + "FN": 806, + "FP": 433, + "IoU": 0.753039665138529, + "TN": 75901671, + "TP": 3778, + "n_pred": 4211, + "n_ref": 4584 + }, + "13": { + "Dice": 0.7938867832253331, + "FN": 9035, + "FP": 7823, + "IoU": 0.6582191225366961, + "TN": 75857364, + "TP": 32466, + "n_pred": 40289, + "n_ref": 41501 + }, + "14": { + "Dice": 0.9141265629108991, + "FN": 8969, + "FP": 12583, + "IoU": 0.8418352744325313, + "TN": 75770425, + "TP": 114711, + "n_pred": 127294, + "n_ref": 123680 + }, + "15": { + "Dice": 0.6302976192568482, + "FN": 97612, + "FP": 7565, + "IoU": 0.46017122268187277, + "TN": 75711854, + "TP": 89657, + "n_pred": 97222, + "n_ref": 187269 + }, + "2": { + "Dice": 0.9666180013328942, + "FN": 6336, + "FP": 6537, + "IoU": 0.9353927227101632, + "TN": 75707438, + "TP": 186377, + "n_pred": 192914, + "n_ref": 192713 + }, + "3": { + "Dice": 0.9719392012676121, + "FN": 9557, + "FP": 4398, + "IoU": 0.9454102349452733, + "TN": 75651054, + "TP": 241679, + "n_pred": 246077, + "n_ref": 251236 + }, + "4": { + "Dice": 0.9256922657209112, + "FN": 3032, + "FP": 1326, + "IoU": 0.8616639685109355, + "TN": 75875185, + "TP": 27145, + "n_pred": 28471, + "n_ref": 30177 + }, + "5": { + "Dice": 0.908235294117647, + "FN": 365, + "FP": 1507, + "IoU": 0.8318965517241379, + "TN": 75895552, + "TP": 9264, + "n_pred": 10771, + "n_ref": 9629 + }, + "6": { + "Dice": 0.9731685236272393, + "FN": 68720, + "FP": 21616, + "IoU": 0.9477392795407055, + "TN": 74178124, + "TP": 1638228, + "n_pred": 1659844, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.9336349752249936, + "FN": 28596, + "FP": 6254, + "IoU": 0.8755303798734232, + "TN": 75626700, + "TP": 245138, + "n_pred": 251392, + "n_ref": 273734 + }, + "8": { + "Dice": 0.9654615295843844, + "FN": 3904, + "FP": 2381, + "IoU": 0.9332292197858235, + "TN": 75812560, + "TP": 87843, + "n_pred": 90224, + "n_ref": 91747 + }, + "9": { + "Dice": 0.8964692864119781, + "FN": 12124, + "FP": 3033, + "IoU": 0.8123645997103207, + "TN": 75825909, + "TP": 65622, + "n_pred": 68655, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9812875082617316, + "FN": 2255, + "FP": 1284, + "IoU": 0.9632624673005855, + "TN": 61291418, + "TP": 92793, + "n_pred": 94077, + "n_ref": 95048 + }, + "10": { + "Dice": 0.9219620673789684, + "FN": 5915, + "FP": 6297, + "IoU": 0.8552222880853586, + "TN": 61303400, + "TP": 72138, + "n_pred": 78435, + "n_ref": 78053 + }, + "11": { + "Dice": 0.8960843373493976, + "FN": 367, + "FP": 323, + "IoU": 0.8117326057298773, + "TN": 61384085, + "TP": 2975, + "n_pred": 3298, + "n_ref": 3342 + }, + "12": { + "Dice": 0.862453531598513, + "FN": 585, + "FP": 303, + "IoU": 0.7581699346405228, + "TN": 61384078, + "TP": 2784, + "n_pred": 3087, + "n_ref": 3369 + }, + "13": { + "Dice": 0.7190329427848465, + "FN": 9476, + "FP": 13953, + "IoU": 0.5613204014379868, + "TN": 61334342, + "TP": 29979, + "n_pred": 43932, + "n_ref": 39455 + }, + "14": { + "Dice": 0.9130288327157795, + "FN": 2763, + "FP": 9372, + "IoU": 0.8399752083553117, + "TN": 61311918, + "TP": 63697, + "n_pred": 73069, + "n_ref": 66460 + }, + "15": { + "Dice": 0.9038411961845837, + "FN": 4165, + "FP": 4041, + "IoU": 0.8245531514581373, + "TN": 61340978, + "TP": 38566, + "n_pred": 42607, + "n_ref": 42731 + }, + "2": { + "Dice": 0.96489656387401, + "FN": 4455, + "FP": 4910, + "IoU": 0.9321740515955212, + "TN": 61249676, + "TP": 128709, + "n_pred": 133619, + "n_ref": 133164 + }, + "3": { + "Dice": 0.9709586010425506, + "FN": 5469, + "FP": 2197, + "IoU": 0.9435564031012318, + "TN": 61251933, + "TP": 128151, + "n_pred": 130348, + "n_ref": 133620 + }, + "4": { + "Dice": 0.7842860214393218, + "FN": 6209, + "FP": 814, + "IoU": 0.6451237998989389, + "TN": 61367960, + "TP": 12767, + "n_pred": 13581, + "n_ref": 18976 + }, + "5": { + "Dice": 0.6548558544048961, + "FN": 13464, + "FP": 1537, + "IoU": 0.48682950191570884, + "TN": 61358518, + "TP": 14231, + "n_pred": 15768, + "n_ref": 27695 + }, + "6": { + "Dice": 0.9754323103444446, + "FN": 28812, + "FP": 19842, + "IoU": 0.9520428178565444, + "TN": 60373220, + "TP": 965876, + "n_pred": 985718, + "n_ref": 994688 + }, + "7": { + "Dice": 0.8721880739301676, + "FN": 15820, + "FP": 32338, + "IoU": 0.7733453191699651, + "TN": 61175277, + "TP": 164315, + "n_pred": 196653, + "n_ref": 180135 + }, + "8": { + "Dice": 0.9423910987898827, + "FN": 19577, + "FP": 8144, + "IoU": 0.8910582141579914, + "TN": 61133293, + "TP": 226736, + "n_pred": 234880, + "n_ref": 246313 + }, + "9": { + "Dice": 0.9201280008224952, + "FN": 8120, + "FP": 4310, + "IoU": 0.8520713580158759, + "TN": 61303723, + "TP": 71597, + "n_pred": 75907, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9801806558675442, + "FN": 3591, + "FP": 3766, + "IoU": 0.9611316568047338, + "TN": 39559520, + "TP": 181923, + "n_pred": 185689, + "n_ref": 185514 + }, + "10": { + "Dice": 0.8380306705503852, + "FN": 10546, + "FP": 5413, + "IoU": 0.7212158267097563, + "TN": 39691555, + "TP": 41286, + "n_pred": 46699, + "n_ref": 51832 + }, + "11": { + "Dice": 0.8561464690496948, + "FN": 576, + "FP": 249, + "IoU": 0.7484756097560976, + "TN": 39745520, + "TP": 2455, + "n_pred": 2704, + "n_ref": 3031 + }, + "12": { + "Dice": 0.8884875846501129, + "FN": 508, + "FP": 233, + "IoU": 0.7993501218521527, + "TN": 39745107, + "TP": 2952, + "n_pred": 3185, + "n_ref": 3460 + }, + "13": { + "Dice": 0.804483667842566, + "FN": 10402, + "FP": 5837, + "IoU": 0.672917338059942, + "TN": 39699152, + "TP": 33409, + "n_pred": 39246, + "n_ref": 43811 + }, + "14": { + "Dice": 0.4053363070144423, + "FN": 18430, + "FP": 25298, + "IoU": 0.25418294076512427, + "TN": 39690169, + "TP": 14903, + "n_pred": 40201, + "n_ref": 33333 + }, + "15": { + "Dice": 0.7809295103278925, + "FN": 8465, + "FP": 15801, + "IoU": 0.6405942207147829, + "TN": 39681283, + "TP": 43251, + "n_pred": 59052, + "n_ref": 51716 + }, + "2": { + "Dice": 0.9585860804622949, + "FN": 4383, + "FP": 5421, + "IoU": 0.920465976571373, + "TN": 39625532, + "TP": 113464, + "n_pred": 118885, + "n_ref": 117847 + }, + "3": { + "Dice": 0.9619071283893168, + "FN": 6527, + "FP": 3591, + "IoU": 0.9266098965662309, + "TN": 39610934, + "TP": 127748, + "n_pred": 131339, + "n_ref": 134275 + }, + "4": { + "Dice": 0.8237969834809672, + "FN": 6568, + "FP": 792, + "IoU": 0.7003867290860981, + "TN": 39724235, + "TP": 17205, + "n_pred": 17997, + "n_ref": 23773 + }, + "5": { + "Dice": 0.868317918168992, + "FN": 985, + "FP": 695, + "IoU": 0.7672807868125779, + "TN": 39741581, + "TP": 5539, + "n_pred": 6234, + "n_ref": 6524 + }, + "6": { + "Dice": 0.9751693488074293, + "FN": 21749, + "FP": 24401, + "IoU": 0.9515419427323414, + "TN": 38796430, + "TP": 906220, + "n_pred": 930621, + "n_ref": 927969 + }, + "7": { + "Dice": 0.7386641046506062, + "FN": 299994, + "FP": 5746, + "IoU": 0.5856204579399479, + "TN": 39010974, + "TP": 432086, + "n_pred": 437832, + "n_ref": 732080 + }, + "8": { + "Dice": 0.9672759823817225, + "FN": 1989, + "FP": 1228, + "IoU": 0.9366258224656239, + "TN": 39698038, + "TP": 47545, + "n_pred": 48773, + "n_ref": 49534 + }, + "9": { + "Dice": 0.93149813219576, + "FN": 2106, + "FP": 3707, + "IoU": 0.8717796011999294, + "TN": 39703464, + "TP": 39523, + "n_pred": 43230, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9703536790513178, + "FN": 3509, + "FP": 2201, + "IoU": 0.942414554696088, + "TN": 101297451, + "TP": 93447, + "n_pred": 95648, + "n_ref": 96956 + }, + "10": { + "Dice": 0.8677857634517956, + "FN": 12421, + "FP": 8900, + "IoU": 0.7664501429494692, + "TN": 101305317, + "TP": 69970, + "n_pred": 78870, + "n_ref": 82391 + }, + "11": { + "Dice": 0.7535892800170159, + "FN": 1986, + "FP": 331, + "IoU": 0.6046075085324232, + "TN": 101390748, + "TP": 3543, + "n_pred": 3874, + "n_ref": 5529 + }, + "12": { + "Dice": 0.8505194305502116, + "FN": 804, + "FP": 750, + "IoU": 0.7399163179916318, + "TN": 101390633, + "TP": 4421, + "n_pred": 5171, + "n_ref": 5225 + }, + "13": { + "Dice": 0.9083214348080657, + "FN": 5732, + "FP": 3193, + "IoU": 0.8320411005306937, + "TN": 101343470, + "TP": 44213, + "n_pred": 47406, + "n_ref": 49945 + }, + "14": { + "Dice": 0.9300282625356311, + "FN": 22051, + "FP": 1048, + "IoU": 0.8692082509951361, + "TN": 101219999, + "TP": 153510, + "n_pred": 154558, + "n_ref": 175561 + }, + "15": { + "Dice": 0.9369464839906139, + "FN": 2118, + "FP": 1214, + "IoU": 0.8813728282540587, + "TN": 101368520, + "TP": 24756, + "n_pred": 25970, + "n_ref": 26874 + }, + "2": { + "Dice": 0.978876996432263, + "FN": 5594, + "FP": 2008, + "IoU": 0.9586278959656485, + "TN": 101212861, + "TP": 176145, + "n_pred": 178153, + "n_ref": 181739 + }, + "3": { + "Dice": 0.9824812772413128, + "FN": 3978, + "FP": 1842, + "IoU": 0.9655657977256861, + "TN": 101227590, + "TP": 163198, + "n_pred": 165040, + "n_ref": 167176 + }, + "4": { + "Dice": 0.8790479351382106, + "FN": 876, + "FP": 1675, + "IoU": 0.7841976144150241, + "TN": 101384787, + "TP": 9270, + "n_pred": 10945, + "n_ref": 10146 + }, + "5": { + "Dice": 0.8095062638172439, + "FN": 9955, + "FP": 3487, + "IoU": 0.6799752398638192, + "TN": 101354605, + "TP": 28561, + "n_pred": 32048, + "n_ref": 38516 + }, + "6": { + "Dice": 0.9680131572185936, + "FN": 50361, + "FP": 67286, + "IoU": 0.9380092042739699, + "TN": 99498794, + "TP": 1780167, + "n_pred": 1847453, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.8332890762640244, + "FN": 117401, + "FP": 20090, + "IoU": 0.7142206859568206, + "TN": 100915499, + "TP": 343618, + "n_pred": 363708, + "n_ref": 461019 + }, + "8": { + "Dice": 0.9227487032498147, + "FN": 29079, + "FP": 8869, + "IoU": 0.8565770178541733, + "TN": 101132020, + "TP": 226640, + "n_pred": 235509, + "n_ref": 255719 + }, + "9": { + "Dice": 0.9254132539946929, + "FN": 6059, + "FP": 6927, + "IoU": 0.8611805956427854, + "TN": 101303062, + "TP": 80560, + "n_pred": 87487, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9422259381346272, + "FN": 10762, + "FP": 14529, + "IoU": 0.8907629446623244, + "TN": 73651980, + "TP": 206233, + "n_pred": 220762, + "n_ref": 216995 + }, + "10": { + "Dice": 0.25977743827502614, + "FN": 48890, + "FP": 104701, + "IoU": 0.14927828427734266, + "TN": 73702962, + "TP": 26951, + "n_pred": 131652, + "n_ref": 75841 + }, + "11": { + "Dice": 0.7313492380116492, + "FN": 1676, + "FP": 1691, + "IoU": 0.5764779874213837, + "TN": 73875554, + "TP": 4583, + "n_pred": 6274, + "n_ref": 6259 + }, + "12": { + "Dice": 0.5202797202797202, + "FN": 3309, + "FP": 807, + "IoU": 0.3516068052930057, + "TN": 73877156, + "TP": 2232, + "n_pred": 3039, + "n_ref": 5541 + }, + "13": { + "Dice": 0.026231751824817517, + "FN": 59974, + "FP": 33944, + "IoU": 0.013290188373974344, + "TN": 73788321, + "TP": 1265, + "n_pred": 35209, + "n_ref": 61239 + }, + "14": { + "Dice": 0.7891420653036697, + "FN": 13157, + "FP": 33862, + "IoU": 0.6517214304761341, + "TN": 73748500, + "TP": 87985, + "n_pred": 121847, + "n_ref": 101142 + }, + "15": { + "Dice": 0.6709086817947484, + "FN": 104400, + "FP": 11141, + "IoU": 0.5047874984998886, + "TN": 73650188, + "TP": 117775, + "n_pred": 128916, + "n_ref": 222175 + }, + "2": { + "Dice": 0.7852292740891633, + "FN": 43028, + "FP": 37944, + "IoU": 0.6464012157523777, + "TN": 73654510, + "TP": 148022, + "n_pred": 185966, + "n_ref": 191050 + }, + "3": { + "Dice": 0.8182112434770938, + "FN": 32068, + "FP": 37013, + "IoU": 0.6923498289867465, + "TN": 73658960, + "TP": 155463, + "n_pred": 192476, + "n_ref": 187531 + }, + "4": { + "Dice": 0.061884408102583166, + "FN": 46223, + "FP": 4257, + "IoU": 0.03193019464953495, + "TN": 73831359, + "TP": 1665, + "n_pred": 5922, + "n_ref": 47888 + }, + "5": { + "Dice": 0.7304035737467068, + "FN": 5563, + "FP": 1498, + "IoU": 0.5753037411283531, + "TN": 73866878, + "TP": 9565, + "n_pred": 11063, + "n_ref": 15128 + }, + "6": { + "Dice": 0.7660269404009703, + "FN": 333306, + "FP": 502384, + "IoU": 0.6207809274619699, + "TN": 71679791, + "TP": 1368023, + "n_pred": 1870407, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.45972538811184094, + "FN": 104430, + "FP": 55796, + "IoU": 0.2984697563431774, + "TN": 73655109, + "TP": 68169, + "n_pred": 123965, + "n_ref": 172599 + }, + "8": { + "Dice": 0.9081094465766992, + "FN": 6099, + "FP": 8745, + "IoU": 0.8316854136429608, + "TN": 73795312, + "TP": 73348, + "n_pred": 82093, + "n_ref": 79447 + }, + "9": { + "Dice": 0.7818890896984686, + "FN": 7981, + "FP": 37879, + "IoU": 0.6418866156489146, + "TN": 73755444, + "TP": 82200, + "n_pred": 120079, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9725585685690209, + "FN": 4412, + "FP": 5911, + "IoU": 0.946582976719637, + "TN": 69302523, + "TP": 182930, + "n_pred": 188841, + "n_ref": 187342 + }, + "10": { + "Dice": 0.8094917391491252, + "FN": 10981, + "FP": 15609, + "IoU": 0.6799547435064154, + "TN": 69412694, + "TP": 56492, + "n_pred": 72101, + "n_ref": 67473 + }, + "11": { + "Dice": 0.7776194793420541, + "FN": 459, + "FP": 1258, + "IoU": 0.636151727060818, + "TN": 69491057, + "TP": 3002, + "n_pred": 4260, + "n_ref": 3461 + }, + "12": { + "Dice": 0.8270042194092827, + "FN": 506, + "FP": 601, + "IoU": 0.7050359712230215, + "TN": 69492023, + "TP": 2646, + "n_pred": 3247, + "n_ref": 3152 + }, + "13": { + "Dice": 0.7829937654165129, + "FN": 17347, + "FP": 16172, + "IoU": 0.6433769549952123, + "TN": 69401786, + "TP": 60471, + "n_pred": 76643, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9478126461795033, + "FN": 11226, + "FP": 4170, + "IoU": 0.9008021648787088, + "TN": 69340571, + "TP": 139809, + "n_pred": 143979, + "n_ref": 151035 + }, + "15": { + "Dice": 0.815522233712513, + "FN": 15135, + "FP": 20543, + "IoU": 0.6885078444896499, + "TN": 69381237, + "TP": 78861, + "n_pred": 99404, + "n_ref": 93996 + }, + "2": { + "Dice": 0.9106440394519298, + "FN": 6393, + "FP": 21819, + "IoU": 0.8359471765260018, + "TN": 69323807, + "TP": 143757, + "n_pred": 165576, + "n_ref": 150150 + }, + "3": { + "Dice": 0.9128175483742642, + "FN": 25714, + "FP": 2338, + "IoU": 0.8396176253666234, + "TN": 69320869, + "TP": 146855, + "n_pred": 149193, + "n_ref": 172569 + }, + "4": { + "Dice": 0.7200950969313629, + "FN": 12585, + "FP": 6488, + "IoU": 0.5626160937464169, + "TN": 69452169, + "TP": 24534, + "n_pred": 31022, + "n_ref": 37119 + }, + "5": { + "Dice": 0.8996361266496498, + "FN": 2528, + "FP": 1168, + "IoU": 0.8175805735156212, + "TN": 69475515, + "TP": 16565, + "n_pred": 17733, + "n_ref": 19093 + }, + "6": { + "Dice": 0.9556425966626966, + "FN": 87642, + "FP": 38799, + "IoU": 0.9150532122517506, + "TN": 68007303, + "TP": 1362032, + "n_pred": 1400831, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.9056407733315812, + "FN": 16635, + "FP": 45120, + "IoU": 0.8275534680587863, + "TN": 69137665, + "TP": 296356, + "n_pred": 341476, + "n_ref": 312991 + }, + "8": { + "Dice": 0.8616165642733199, + "FN": 15196, + "FP": 8410, + "IoU": 0.756877285133117, + "TN": 69398681, + "TP": 73489, + "n_pred": 81899, + "n_ref": 88685 + }, + "9": { + "Dice": 0.8916840093161016, + "FN": 12029, + "FP": 4574, + "IoU": 0.8045395147334095, + "TN": 69410833, + "TP": 68340, + "n_pred": 72914, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9072842813360106, + "FN": 4956, + "FP": 35400, + "IoU": 0.8303022147840091, + "TN": 50595741, + "TP": 197455, + "n_pred": 232855, + "n_ref": 202411 + }, + "10": { + "Dice": 0.903736505640914, + "FN": 5227, + "FP": 9816, + "IoU": 0.8243789109928085, + "TN": 50747896, + "TP": 70613, + "n_pred": 80429, + "n_ref": 75840 + }, + "11": { + "Dice": 0.8546040732877251, + "FN": 1295, + "FP": 554, + "IoU": 0.7461211039406838, + "TN": 50826269, + "TP": 5434, + "n_pred": 5988, + "n_ref": 6729 + }, + "12": { + "Dice": 0.8502073255010366, + "FN": 1378, + "FP": 356, + "IoU": 0.7394440270473328, + "TN": 50826897, + "TP": 4921, + "n_pred": 5277, + "n_ref": 6299 + }, + "13": { + "Dice": 0.7250561249389946, + "FN": 11122, + "FP": 17046, + "IoU": 0.5686965043102788, + "TN": 50768243, + "TP": 37141, + "n_pred": 54187, + "n_ref": 48263 + }, + "14": { + "Dice": 0.5716696236926017, + "FN": 27699, + "FP": 6824, + "IoU": 0.4002362710863258, + "TN": 50775991, + "TP": 23038, + "n_pred": 29862, + "n_ref": 50737 + }, + "15": { + "Dice": 0.5742628446329616, + "FN": 17968, + "FP": 6924, + "IoU": 0.4027831094049904, + "TN": 50791872, + "TP": 16788, + "n_pred": 23712, + "n_ref": 34756 + }, + "2": { + "Dice": 0.9697949661438082, + "FN": 7548, + "FP": 5192, + "IoU": 0.9413611215951248, + "TN": 50616290, + "TP": 204522, + "n_pred": 209714, + "n_ref": 212070 + }, + "3": { + "Dice": 0.9685883039662831, + "FN": 7331, + "FP": 5369, + "IoU": 0.9390898975559222, + "TN": 50625048, + "TP": 195804, + "n_pred": 201173, + "n_ref": 203135 + }, + "4": { + "Dice": 0.9450782404953837, + "FN": 1024, + "FP": 945, + "IoU": 0.8958751983077736, + "TN": 50814642, + "TP": 16941, + "n_pred": 17886, + "n_ref": 17965 + }, + "5": { + "Dice": 0.8987620688273708, + "FN": 1627, + "FP": 900, + "IoU": 0.8161379511059371, + "TN": 50819808, + "TP": 11217, + "n_pred": 12117, + "n_ref": 12844 + }, + "6": { + "Dice": 0.9621493886822607, + "FN": 31517, + "FP": 138812, + "IoU": 0.9270596155073204, + "TN": 48498371, + "TP": 2164852, + "n_pred": 2303664, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.8880433811908228, + "FN": 14567, + "FP": 39340, + "IoU": 0.7986313190363948, + "TN": 50565849, + "TP": 213796, + "n_pred": 253136, + "n_ref": 228363 + }, + "8": { + "Dice": 0.9634817849433945, + "FN": 4500, + "FP": 2961, + "IoU": 0.9295367615809604, + "TN": 50727667, + "TP": 98424, + "n_pred": 101385, + "n_ref": 102924 + }, + "9": { + "Dice": 0.9181359537328387, + "FN": 10658, + "FP": 7970, + "IoU": 0.8486611204991551, + "TN": 50710464, + "TP": 104460, + "n_pred": 112430, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9802557763620804, + "FN": 5766, + "FP": 2540, + "IoU": 0.9612761255612071, + "TN": 76670367, + "TP": 206187, + "n_pred": 208727, + "n_ref": 211953 + }, + "10": { + "Dice": 0.8360928007794911, + "FN": 8325, + "FP": 13880, + "IoU": 0.7183500551757379, + "TN": 76806021, + "TP": 56634, + "n_pred": 70514, + "n_ref": 64959 + }, + "11": { + "Dice": 0.8257345491388045, + "FN": 429, + "FP": 603, + "IoU": 0.7031924072476272, + "TN": 76881383, + "TP": 2445, + "n_pred": 3048, + "n_ref": 2874 + }, + "12": { + "Dice": 0.8335225122966327, + "FN": 406, + "FP": 474, + "IoU": 0.7145637366201751, + "TN": 76881777, + "TP": 2203, + "n_pred": 2677, + "n_ref": 2609 + }, + "13": { + "Dice": 0.5638679490512087, + "FN": 15668, + "FP": 26277, + "IoU": 0.39262959745149145, + "TN": 76815800, + "TP": 27115, + "n_pred": 53392, + "n_ref": 42783 + }, + "14": { + "Dice": 0.9467713155864198, + "FN": 2980, + "FP": 5850, + "IoU": 0.8989228356551701, + "TN": 76797501, + "TP": 78529, + "n_pred": 84379, + "n_ref": 81509 + }, + "15": { + "Dice": 0.7057346278317153, + "FN": 12756, + "FP": 9976, + "IoU": 0.5452781500670121, + "TN": 76834869, + "TP": 27259, + "n_pred": 37235, + "n_ref": 40015 + }, + "2": { + "Dice": 0.9538232444480506, + "FN": 3974, + "FP": 5701, + "IoU": 0.9117228416576945, + "TN": 76775262, + "TP": 99923, + "n_pred": 105624, + "n_ref": 103897 + }, + "3": { + "Dice": 0.9557732202410651, + "FN": 6418, + "FP": 2003, + "IoU": 0.9152927685513967, + "TN": 76785447, + "TP": 90992, + "n_pred": 92995, + "n_ref": 97410 + }, + "4": { + "Dice": 0.8998131815614546, + "FN": 4171, + "FP": 441, + "IoU": 0.8178730798088694, + "TN": 76859537, + "TP": 20711, + "n_pred": 21152, + "n_ref": 24882 + }, + "5": { + "Dice": 0.9096211802067469, + "FN": 1720, + "FP": 1069, + "IoU": 0.8342249167855444, + "TN": 76868036, + "TP": 14035, + "n_pred": 15104, + "n_ref": 15755 + }, + "6": { + "Dice": 0.973878840214681, + "FN": 27519, + "FP": 31678, + "IoU": 0.9490875720937593, + "TN": 75722138, + "TP": 1103525, + "n_pred": 1135203, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.7494520000977843, + "FN": 23198, + "FP": 69043, + "IoU": 0.5992988675015964, + "TN": 76654661, + "TP": 137958, + "n_pred": 207001, + "n_ref": 161156 + }, + "8": { + "Dice": 0.9617155002673135, + "FN": 3553, + "FP": 2319, + "IoU": 0.92625431711146, + "TN": 76805235, + "TP": 73753, + "n_pred": 76072, + "n_ref": 77306 + }, + "9": { + "Dice": 0.9241018985713166, + "FN": 9168, + "FP": 4400, + "IoU": 0.8589121008246072, + "TN": 76788693, + "TP": 82599, + "n_pred": 86999, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9477849668240188, + "FN": 9728, + "FP": 2926, + "IoU": 0.9007521627620608, + "TN": 130872433, + "TP": 114845, + "n_pred": 117771, + "n_ref": 124573 + }, + "10": { + "Dice": 0.6051412011779476, + "FN": 5985, + "FP": 61325, + "IoU": 0.43383688850010094, + "TN": 130881044, + "TP": 51578, + "n_pred": 112903, + "n_ref": 57563 + }, + "11": { + "Dice": 0.7825816485225505, + "FN": 1794, + "FP": 303, + "IoU": 0.6428206438426163, + "TN": 130994061, + "TP": 3774, + "n_pred": 4077, + "n_ref": 5568 + }, + "12": { + "Dice": 0.5768099963248806, + "FN": 4163, + "FP": 443, + "IoU": 0.4052937378954164, + "TN": 130992187, + "TP": 3139, + "n_pred": 3582, + "n_ref": 7302 + }, + "13": { + "Dice": 0.6905647273306035, + "FN": 30690, + "FP": 12082, + "IoU": 0.5273759931048961, + "TN": 130909433, + "TP": 47727, + "n_pred": 59809, + "n_ref": 78417 + }, + "14": { + "Dice": 0.062473825142456196, + "FN": 914873, + "FP": 23106, + "IoU": 0.03224411930695572, + "TN": 130030701, + "TP": 31252, + "n_pred": 54358, + "n_ref": 946125 + }, + "15": { + "Dice": 0.0830869960380139, + "FN": 20602, + "FP": 83309, + "IoU": 0.04334416630607905, + "TN": 130891313, + "TP": 4708, + "n_pred": 88017, + "n_ref": 25310 + }, + "2": { + "Dice": 0.9412631723947931, + "FN": 13862, + "FP": 11722, + "IoU": 0.889043573296556, + "TN": 130769355, + "TP": 204993, + "n_pred": 216715, + "n_ref": 218855 + }, + "3": { + "Dice": 0.9490427974430551, + "FN": 24489, + "FP": 3276, + "IoU": 0.9030270644076321, + "TN": 130713615, + "TP": 258552, + "n_pred": 261828, + "n_ref": 283041 + }, + "4": { + "Dice": 0.0, + "FN": 2280, + "FP": 7075, + "IoU": 0.0, + "TN": 130990577, + "TP": 0, + "n_pred": 7075, + "n_ref": 2280 + }, + "5": { + "Dice": 0.7878016591251885, + "FN": 7005, + "FP": 1999, + "IoU": 0.6498950151644762, + "TN": 130974214, + "TP": 16714, + "n_pred": 18713, + "n_ref": 23719 + }, + "6": { + "Dice": 0.9242431188260933, + "FN": 51639, + "FP": 181370, + "IoU": 0.8591561299775504, + "TN": 129345554, + "TP": 1421369, + "n_pred": 1602739, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.6529432408466589, + "FN": 82202, + "FP": 47347, + "IoU": 0.48471843254552255, + "TN": 130748518, + "TP": 121865, + "n_pred": 169212, + "n_ref": 204067 + }, + "8": { + "Dice": 0.9571608284488609, + "FN": 5426, + "FP": 5369, + "IoU": 0.9178412688748173, + "TN": 130868540, + "TP": 120597, + "n_pred": 125966, + "n_ref": 126023 + }, + "9": { + "Dice": 0.7986857226597148, + "FN": 5443, + "FP": 20658, + "IoU": 0.6648432785032808, + "TN": 130922055, + "TP": 51776, + "n_pred": 72434, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9639527226092683, + "FN": 1795, + "FP": 2365, + "IoU": 0.9304138369408852, + "TN": 74366916, + "TP": 55622, + "n_pred": 57987, + "n_ref": 57417 + }, + "10": { + "Dice": 0.8127670447286612, + "FN": 21518, + "FP": 4862, + "IoU": 0.6845893563853318, + "TN": 74343061, + "TP": 57257, + "n_pred": 62119, + "n_ref": 78775 + }, + "11": { + "Dice": 0.8430342508930447, + "FN": 382, + "FP": 365, + "IoU": 0.7286596440247003, + "TN": 74423945, + "TP": 2006, + "n_pred": 2371, + "n_ref": 2388 + }, + "12": { + "Dice": 0.709760117194653, + "FN": 519, + "FP": 1066, + "IoU": 0.5500993471473177, + "TN": 74423175, + "TP": 1938, + "n_pred": 3004, + "n_ref": 2457 + }, + "13": { + "Dice": 0.4437161684278341, + "FN": 71645, + "FP": 7794, + "IoU": 0.2851126249763771, + "TN": 74315577, + "TP": 31682, + "n_pred": 39476, + "n_ref": 103327 + }, + "14": { + "Dice": 0.9164890384493284, + "FN": 19332, + "FP": 8289, + "IoU": 0.8458511920707206, + "TN": 74247514, + "TP": 151563, + "n_pred": 159852, + "n_ref": 170895 + }, + "15": { + "Dice": 0.6245640976421282, + "FN": 2696, + "FP": 20774, + "IoU": 0.45408448083364344, + "TN": 74383706, + "TP": 19522, + "n_pred": 40296, + "n_ref": 22218 + }, + "2": { + "Dice": 0.9390431197101982, + "FN": 6250, + "FP": 8356, + "IoU": 0.8850907488848154, + "TN": 74299589, + "TP": 112503, + "n_pred": 120859, + "n_ref": 118753 + }, + "3": { + "Dice": 0.9421723190459976, + "FN": 12207, + "FP": 2399, + "IoU": 0.8906671058147194, + "TN": 74293106, + "TP": 118986, + "n_pred": 121385, + "n_ref": 131193 + }, + "4": { + "Dice": 0.5076900613258055, + "FN": 20029, + "FP": 201, + "IoU": 0.3402041681615081, + "TN": 74396037, + "TP": 10431, + "n_pred": 10632, + "n_ref": 30460 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 74426698, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9751727945778715, + "FN": 15084, + "FP": 29342, + "IoU": 0.9515485043902556, + "TN": 73509781, + "TP": 872491, + "n_pred": 901833, + "n_ref": 887575 + }, + "7": { + "Dice": 0.7892034694039946, + "FN": 26539, + "FP": 39688, + "IoU": 0.6518051955562799, + "TN": 74236497, + "TP": 123974, + "n_pred": 163662, + "n_ref": 150513 + }, + "8": { + "Dice": 0.9365338497393576, + "FN": 1641, + "FP": 3996, + "IoU": 0.8806428389938172, + "TN": 74379470, + "TP": 41591, + "n_pred": 45587, + "n_ref": 43232 + }, + "9": { + "Dice": 0.86782354627746, + "FN": 1991, + "FP": 7690, + "IoU": 0.7665090926631615, + "TN": 74385236, + "TP": 31781, + "n_pred": 39471, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9806081073813954, + "FN": 3640, + "FP": 1769, + "IoU": 0.9619539987339101, + "TN": 106504518, + "TP": 136761, + "n_pred": 138530, + "n_ref": 140401 + }, + "10": { + "Dice": 0.8699035043169121, + "FN": 13701, + "FP": 11915, + "IoU": 0.7697603767818944, + "TN": 106535430, + "TP": 85642, + "n_pred": 97557, + "n_ref": 99343 + }, + "11": { + "Dice": 0.6371249127704117, + "FN": 1912, + "FP": 1208, + "IoU": 0.4674859190988223, + "TN": 106640829, + "TP": 2739, + "n_pred": 3947, + "n_ref": 4651 + }, + "12": { + "Dice": 0.8543953551664701, + "FN": 761, + "FP": 844, + "IoU": 0.7458029775102946, + "TN": 106640374, + "TP": 4709, + "n_pred": 5553, + "n_ref": 5470 + }, + "13": { + "Dice": 0.8293630307053126, + "FN": 7207, + "FP": 6675, + "IoU": 0.7084715863749003, + "TN": 106599070, + "TP": 33736, + "n_pred": 40411, + "n_ref": 40943 + }, + "14": { + "Dice": 0.9524605760083028, + "FN": 4179, + "FP": 2417, + "IoU": 0.9092360193747248, + "TN": 106574016, + "TP": 66076, + "n_pred": 68493, + "n_ref": 70255 + }, + "15": { + "Dice": 0.6767972984981783, + "FN": 7521, + "FP": 10664, + "IoU": 0.5114842175957018, + "TN": 106609463, + "TP": 19040, + "n_pred": 29704, + "n_ref": 26561 + }, + "2": { + "Dice": 0.9443107918094736, + "FN": 14748, + "FP": 5530, + "IoU": 0.8944969641472817, + "TN": 106454485, + "TP": 171925, + "n_pred": 177455, + "n_ref": 186673 + }, + "3": { + "Dice": 0.944695350294926, + "FN": 3547, + "FP": 13658, + "IoU": 0.8951873286628084, + "TN": 106482538, + "TP": 146945, + "n_pred": 160603, + "n_ref": 150492 + }, + "4": { + "Dice": 0.8961133973479652, + "FN": 284, + "FP": 1988, + "IoU": 0.8117802998923038, + "TN": 106634617, + "TP": 9799, + "n_pred": 11787, + "n_ref": 10083 + }, + "5": { + "Dice": 0.745735819119397, + "FN": 1622, + "FP": 301, + "IoU": 0.5945604048070842, + "TN": 106641945, + "TP": 2820, + "n_pred": 3121, + "n_ref": 4442 + }, + "6": { + "Dice": 0.9822970185541426, + "FN": 14666, + "FP": 30675, + "IoU": 0.9652099251577182, + "TN": 105343414, + "TP": 1257933, + "n_pred": 1288608, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.950176697243523, + "FN": 24278, + "FP": 8501, + "IoU": 0.9050824979295886, + "TN": 106301346, + "TP": 312563, + "n_pred": 321064, + "n_ref": 336841 + }, + "8": { + "Dice": 0.959211141492994, + "FN": 3327, + "FP": 2431, + "IoU": 0.9216193406114725, + "TN": 106573226, + "TP": 67704, + "n_pred": 70135, + "n_ref": 71031 + }, + "9": { + "Dice": 0.8790966571781242, + "FN": 15289, + "FP": 3909, + "IoU": 0.7842751677098199, + "TN": 106557695, + "TP": 69795, + "n_pred": 73704, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9761128250330542, + "FN": 5245, + "FP": 2072, + "IoU": 0.9533402203856749, + "TN": 107970112, + "TP": 149499, + "n_pred": 151571, + "n_ref": 154744 + }, + "10": { + "Dice": 0.872833385273536, + "FN": 4120, + "FP": 18323, + "IoU": 0.7743605726695085, + "TN": 108027464, + "TP": 77021, + "n_pred": 95344, + "n_ref": 81141 + }, + "11": { + "Dice": 0.8410651482163791, + "FN": 526, + "FP": 423, + "IoU": 0.7257225433526011, + "TN": 108123468, + "TP": 2511, + "n_pred": 2934, + "n_ref": 3037 + }, + "12": { + "Dice": 0.7956276099238516, + "FN": 735, + "FP": 929, + "IoU": 0.6606159494187233, + "TN": 108122025, + "TP": 3239, + "n_pred": 4168, + "n_ref": 3974 + }, + "13": { + "Dice": 0.8184307068937196, + "FN": 17634, + "FP": 8894, + "IoU": 0.6926641642337458, + "TN": 108040612, + "TP": 59788, + "n_pred": 68682, + "n_ref": 77422 + }, + "14": { + "Dice": 0.8503783198597333, + "FN": 3760, + "FP": 8955, + "IoU": 0.7397027513920734, + "TN": 108078080, + "TP": 36133, + "n_pred": 45088, + "n_ref": 39893 + }, + "15": { + "Dice": 0.6112653816835457, + "FN": 4778, + "FP": 23780, + "IoU": 0.44015996549763775, + "TN": 108075917, + "TP": 22453, + "n_pred": 46233, + "n_ref": 27231 + }, + "2": { + "Dice": 0.9674085598171196, + "FN": 7581, + "FP": 4737, + "IoU": 0.9368744715197171, + "TN": 107931793, + "TP": 182817, + "n_pred": 187554, + "n_ref": 190398 + }, + "3": { + "Dice": 0.96931072321229, + "FN": 9433, + "FP": 2649, + "IoU": 0.9404490228454543, + "TN": 107924043, + "TP": 190803, + "n_pred": 193452, + "n_ref": 200236 + }, + "4": { + "Dice": 0.8916238001378138, + "FN": 5489, + "FP": 1274, + "IoU": 0.8044414885926612, + "TN": 108092345, + "TP": 27820, + "n_pred": 29094, + "n_ref": 33309 + }, + "5": { + "Dice": 0.8553323446137252, + "FN": 705, + "FP": 368, + "IoU": 0.7472320376914017, + "TN": 108122683, + "TP": 3172, + "n_pred": 3540, + "n_ref": 3877 + }, + "6": { + "Dice": 0.9799001669744886, + "FN": 30439, + "FP": 29003, + "IoU": 0.9605924197322974, + "TN": 106618538, + "TP": 1448948, + "n_pred": 1477951, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.9311927930008951, + "FN": 14509, + "FP": 21236, + "IoU": 0.871244867084504, + "TN": 107849308, + "TP": 241875, + "n_pred": 263111, + "n_ref": 256384 + }, + "8": { + "Dice": 0.9560062696663642, + "FN": 2611, + "FP": 1122, + "IoU": 0.9157203169801097, + "TN": 108082635, + "TP": 40560, + "n_pred": 41682, + "n_ref": 43171 + }, + "9": { + "Dice": 0.9134002408671217, + "FN": 4856, + "FP": 5930, + "IoU": 0.8406041260270734, + "TN": 108059260, + "TP": 56882, + "n_pred": 62812, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8279081893431853, + "FN": 3820, + "FP": 46347, + "IoU": 0.7063509716693983, + "TN": 62399320, + "TP": 120673, + "n_pred": 167020, + "n_ref": 124493 + }, + "10": { + "Dice": 0.8918505162530406, + "FN": 6715, + "FP": 6001, + "IoU": 0.8048106589712496, + "TN": 62505013, + "TP": 52431, + "n_pred": 58432, + "n_ref": 59146 + }, + "11": { + "Dice": 0.7021217966381923, + "FN": 778, + "FP": 303, + "IoU": 0.5409766454352442, + "TN": 62567805, + "TP": 1274, + "n_pred": 1577, + "n_ref": 2052 + }, + "12": { + "Dice": 0.7685831394704774, + "FN": 798, + "FP": 1291, + "IoU": 0.6241453760345448, + "TN": 62564602, + "TP": 3469, + "n_pred": 4760, + "n_ref": 4267 + }, + "13": { + "Dice": 0.8489501650242269, + "FN": 5441, + "FP": 7465, + "IoU": 0.7375442306910156, + "TN": 62520986, + "TP": 36268, + "n_pred": 43733, + "n_ref": 41709 + }, + "14": { + "Dice": 0.7836154431342716, + "FN": 123702, + "FP": 3726, + "IoU": 0.6442168627604269, + "TN": 62211998, + "TP": 230734, + "n_pred": 234460, + "n_ref": 354436 + }, + "15": { + "Dice": 0.5986297615785147, + "FN": 47651, + "FP": 10933, + "IoU": 0.42717459324155194, + "TN": 62467888, + "TP": 43688, + "n_pred": 54621, + "n_ref": 91339 + }, + "2": { + "Dice": 0.9594382658994007, + "FN": 6119, + "FP": 7485, + "IoU": 0.9220387743055755, + "TN": 62395663, + "TP": 160893, + "n_pred": 168378, + "n_ref": 167012 + }, + "3": { + "Dice": 0.9706181268897489, + "FN": 8683, + "FP": 2910, + "IoU": 0.9429135603068771, + "TN": 62367082, + "TP": 191485, + "n_pred": 194395, + "n_ref": 200168 + }, + "4": { + "Dice": 0.9342654920889158, + "FN": 1898, + "FP": 1139, + "IoU": 0.8766399935009546, + "TN": 62545541, + "TP": 21582, + "n_pred": 22721, + "n_ref": 23480 + }, + "5": { + "Dice": 0.5372913411726009, + "FN": 4908, + "FP": 719, + "IoU": 0.36732628738475376, + "TN": 62561266, + "TP": 3267, + "n_pred": 3986, + "n_ref": 8175 + }, + "6": { + "Dice": 0.9773059077913387, + "FN": 43745, + "FP": 21915, + "IoU": 0.9556190020426344, + "TN": 61090698, + "TP": 1413802, + "n_pred": 1435717, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.8820713708563889, + "FN": 14915, + "FP": 31205, + "IoU": 0.7890229732573353, + "TN": 62351558, + "TP": 172482, + "n_pred": 203687, + "n_ref": 187397 + }, + "8": { + "Dice": 0.9472888587493996, + "FN": 3073, + "FP": 4389, + "IoU": 0.8998564008964879, + "TN": 62495647, + "TP": 67051, + "n_pred": 71440, + "n_ref": 70124 + }, + "9": { + "Dice": 0.8500915219429439, + "FN": 1993, + "FP": 14796, + "IoU": 0.7392688532736986, + "TN": 62505768, + "TP": 47603, + "n_pred": 62399, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9105044545177103, + "FN": 16674, + "FP": 35231, + "IoU": 0.8357119570550011, + "TN": 55065309, + "TP": 264034, + "n_pred": 299265, + "n_ref": 280708 + }, + "10": { + "Dice": 0.8674655092621546, + "FN": 7216, + "FP": 13976, + "IoU": 0.7659506322822905, + "TN": 55290703, + "TP": 69353, + "n_pred": 83329, + "n_ref": 76569 + }, + "11": { + "Dice": 0.8264672036823936, + "FN": 736, + "FP": 772, + "IoU": 0.7042557364189057, + "TN": 55376149, + "TP": 3591, + "n_pred": 4363, + "n_ref": 4327 + }, + "12": { + "Dice": 0.8368992581442856, + "FN": 836, + "FP": 681, + "IoU": 0.719541504899242, + "TN": 55375839, + "TP": 3892, + "n_pred": 4573, + "n_ref": 4728 + }, + "13": { + "Dice": 0.7799230635047419, + "FN": 12396, + "FP": 11575, + "IoU": 0.6392408873370857, + "TN": 55314802, + "TP": 42475, + "n_pred": 54050, + "n_ref": 54871 + }, + "14": { + "Dice": 0.9333246805219808, + "FN": 8895, + "FP": 3434, + "IoU": 0.8749847901034273, + "TN": 55282628, + "TP": 86291, + "n_pred": 89725, + "n_ref": 95186 + }, + "15": { + "Dice": 0.889349454359567, + "FN": 7830, + "FP": 12084, + "IoU": 0.8007464254625136, + "TN": 55281305, + "TP": 80029, + "n_pred": 92113, + "n_ref": 87859 + }, + "2": { + "Dice": 0.95746906713977, + "FN": 7289, + "FP": 9420, + "IoU": 0.9184083051741313, + "TN": 55176460, + "TP": 188079, + "n_pred": 197499, + "n_ref": 195368 + }, + "3": { + "Dice": 0.954659475554432, + "FN": 13962, + "FP": 2179, + "IoU": 0.9132521443773244, + "TN": 55195180, + "TP": 169927, + "n_pred": 172106, + "n_ref": 183889 + }, + "4": { + "Dice": 0.9061562633909441, + "FN": 1065, + "FP": 249, + "IoU": 0.8284147296944372, + "TN": 55373590, + "TP": 6344, + "n_pred": 6593, + "n_ref": 7409 + }, + "5": { + "Dice": 0.8065383819573764, + "FN": 1742, + "FP": 128, + "IoU": 0.6757975034674064, + "TN": 55375480, + "TP": 3898, + "n_pred": 4026, + "n_ref": 5640 + }, + "6": { + "Dice": 0.9688930894444282, + "FN": 72824, + "FP": 18740, + "IoU": 0.9396630742416205, + "TN": 53863703, + "TP": 1425981, + "n_pred": 1444721, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.9119390749563379, + "FN": 21739, + "FP": 7909, + "IoU": 0.8381323636998941, + "TN": 55198086, + "TP": 153514, + "n_pred": 161423, + "n_ref": 175253 + }, + "8": { + "Dice": 0.9588867135827293, + "FN": 1747, + "FP": 2138, + "IoU": 0.9210205326285831, + "TN": 55332058, + "TP": 45305, + "n_pred": 47443, + "n_ref": 47052 + }, + "9": { + "Dice": 0.8822719124445703, + "FN": 4160, + "FP": 8318, + "IoU": 0.7893439578620387, + "TN": 55322014, + "TP": 46756, + "n_pred": 55074, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9780952833191757, + "FN": 10667, + "FP": 1788, + "IoU": 0.9571296299483353, + "TN": 110856088, + "TP": 278072, + "n_pred": 279860, + "n_ref": 288739 + }, + "10": { + "Dice": 0.8723199576724666, + "FN": 9731, + "FP": 11505, + "IoU": 0.7735527143603579, + "TN": 111052836, + "TP": 72543, + "n_pred": 84048, + "n_ref": 82274 + }, + "11": { + "Dice": 0.8453397934463853, + "FN": 319, + "FP": 894, + "IoU": 0.7321113074204947, + "TN": 111142087, + "TP": 3315, + "n_pred": 4209, + "n_ref": 3634 + }, + "12": { + "Dice": 0.8290050590219225, + "FN": 646, + "FP": 368, + "IoU": 0.7079493087557603, + "TN": 111143143, + "TP": 2458, + "n_pred": 2826, + "n_ref": 3104 + }, + "13": { + "Dice": 0.8459382321618744, + "FN": 12948, + "FP": 5135, + "IoU": 0.7330094937176099, + "TN": 111078886, + "TP": 49646, + "n_pred": 54781, + "n_ref": 62594 + }, + "14": { + "Dice": 0.8583996761570638, + "FN": 9308, + "FP": 1186, + "IoU": 0.7519266228547113, + "TN": 111104313, + "TP": 31808, + "n_pred": 32994, + "n_ref": 41116 + }, + "15": { + "Dice": 0.7705106138841079, + "FN": 3876, + "FP": 8924, + "IoU": 0.626691553896407, + "TN": 111112327, + "TP": 21488, + "n_pred": 30412, + "n_ref": 25364 + }, + "2": { + "Dice": 0.9716845947856082, + "FN": 6027, + "FP": 2707, + "IoU": 0.9449285597185265, + "TN": 110988021, + "TP": 149860, + "n_pred": 152567, + "n_ref": 155887 + }, + "3": { + "Dice": 0.9745817398385717, + "FN": 8203, + "FP": 4126, + "IoU": 0.9504236248778585, + "TN": 110897928, + "TP": 236358, + "n_pred": 240484, + "n_ref": 244561 + }, + "4": { + "Dice": 0.9468262144385451, + "FN": 916, + "FP": 1097, + "IoU": 0.8990218209179834, + "TN": 111126680, + "TP": 17922, + "n_pred": 19019, + "n_ref": 18838 + }, + "5": { + "Dice": 0.8291341376863024, + "FN": 94, + "FP": 1832, + "IoU": 0.7081375966055463, + "TN": 111140016, + "TP": 4673, + "n_pred": 6505, + "n_ref": 4767 + }, + "6": { + "Dice": 0.9823437922598126, + "FN": 16984, + "FP": 40072, + "IoU": 0.9653002505052373, + "TN": 109502338, + "TP": 1587221, + "n_pred": 1627293, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.4960405544941472, + "FN": 248753, + "FP": 15290, + "IoU": 0.32982309195664866, + "TN": 110752625, + "TP": 129947, + "n_pred": 145237, + "n_ref": 378700 + }, + "8": { + "Dice": 0.9425703008163966, + "FN": 3656, + "FP": 5714, + "IoU": 0.8913786907480612, + "TN": 111060352, + "TP": 76893, + "n_pred": 82607, + "n_ref": 80549 + }, + "9": { + "Dice": 0.8884735202492212, + "FN": 7370, + "FP": 4802, + "IoU": 0.7993273542600897, + "TN": 111085959, + "TP": 48484, + "n_pred": 53286, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9702634902425155, + "FN": 5130, + "FP": 6949, + "IoU": 0.9422444295687099, + "TN": 96911885, + "TP": 197061, + "n_pred": 204010, + "n_ref": 202191 + }, + "10": { + "Dice": 0.917870670995671, + "FN": 6552, + "FP": 5590, + "IoU": 0.8482079233913815, + "TN": 97041034, + "TP": 67849, + "n_pred": 73439, + "n_ref": 74401 + }, + "11": { + "Dice": 0.8321610812301752, + "FN": 895, + "FP": 322, + "IoU": 0.7125649504015116, + "TN": 97116791, + "TP": 3017, + "n_pred": 3339, + "n_ref": 3912 + }, + "12": { + "Dice": 0.8013341671878257, + "FN": 1439, + "FP": 467, + "IoU": 0.6685217391304348, + "TN": 97115275, + "TP": 3844, + "n_pred": 4311, + "n_ref": 5283 + }, + "13": { + "Dice": 0.8717148539085208, + "FN": 8633, + "FP": 3946, + "IoU": 0.7726015510602527, + "TN": 97065708, + "TP": 42738, + "n_pred": 46684, + "n_ref": 51371 + }, + "14": { + "Dice": 0.8809251503657323, + "FN": 26242, + "FP": 2702, + "IoU": 0.7871905535663081, + "TN": 96985016, + "TP": 107065, + "n_pred": 109767, + "n_ref": 133307 + }, + "15": { + "Dice": 0.9246523482889164, + "FN": 6827, + "FP": 3224, + "IoU": 0.8598636420673982, + "TN": 97049302, + "TP": 61672, + "n_pred": 64896, + "n_ref": 68499 + }, + "2": { + "Dice": 0.9646781929594123, + "FN": 5084, + "FP": 6802, + "IoU": 0.9317665158786654, + "TN": 96946829, + "TP": 162310, + "n_pred": 169112, + "n_ref": 167394 + }, + "3": { + "Dice": 0.9585668367961317, + "FN": 12876, + "FP": 5016, + "IoU": 0.9204304900827182, + "TN": 96896165, + "TP": 206968, + "n_pred": 211984, + "n_ref": 219844 + }, + "4": { + "Dice": 0.9337590243621825, + "FN": 1001, + "FP": 1302, + "IoU": 0.8757485837604532, + "TN": 97102490, + "TP": 16232, + "n_pred": 17534, + "n_ref": 17233 + }, + "5": { + "Dice": 0.7051315000428339, + "FN": 4227, + "FP": 2657, + "IoU": 0.54455838570956, + "TN": 97105910, + "TP": 8231, + "n_pred": 10888, + "n_ref": 12458 + }, + "6": { + "Dice": 0.9823251980546517, + "FN": 31079, + "FP": 24936, + "IoU": 0.965264341985157, + "TN": 95508417, + "TP": 1556593, + "n_pred": 1581529, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.9175038798999382, + "FN": 42698, + "FP": 8385, + "IoU": 0.8475816798448456, + "TN": 96785875, + "TP": 284067, + "n_pred": 292452, + "n_ref": 326765 + }, + "8": { + "Dice": 0.9616839035946968, + "FN": 5122, + "FP": 2447, + "IoU": 0.9261956998683634, + "TN": 97018470, + "TP": 94986, + "n_pred": 97433, + "n_ref": 100108 + }, + "9": { + "Dice": 0.9323305896469697, + "FN": 6868, + "FP": 5990, + "IoU": 0.8732390200621087, + "TN": 97019590, + "TP": 88577, + "n_pred": 94567, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9760048767478188, + "FN": 5007, + "FP": 4440, + "IoU": 0.9531343017025836, + "TN": 78854829, + "TP": 192129, + "n_pred": 196569, + "n_ref": 197136 + }, + "10": { + "Dice": 0.8718564912860411, + "FN": 5941, + "FP": 19654, + "IoU": 0.7728240995508849, + "TN": 78943739, + "TP": 87071, + "n_pred": 106725, + "n_ref": 93012 + }, + "11": { + "Dice": 0.787475016655563, + "FN": 645, + "FP": 631, + "IoU": 0.6494505494505495, + "TN": 79052765, + "TP": 2364, + "n_pred": 2995, + "n_ref": 3009 + }, + "12": { + "Dice": 0.6601825527457729, + "FN": 798, + "FP": 1473, + "IoU": 0.4927406745588564, + "TN": 79051928, + "TP": 2206, + "n_pred": 3679, + "n_ref": 3004 + }, + "13": { + "Dice": 0.7878318930291597, + "FN": 20166, + "FP": 4238, + "IoU": 0.6499361668555362, + "TN": 78986692, + "TP": 45309, + "n_pred": 49547, + "n_ref": 65475 + }, + "14": { + "Dice": 0.6824432717094272, + "FN": 7036, + "FP": 21667, + "IoU": 0.5179612058107314, + "TN": 78996860, + "TP": 30842, + "n_pred": 52509, + "n_ref": 37878 + }, + "15": { + "Dice": 0.7509690910945629, + "FN": 9085, + "FP": 10445, + "IoU": 0.6012413990240317, + "TN": 79007428, + "TP": 29447, + "n_pred": 39892, + "n_ref": 38532 + }, + "2": { + "Dice": 0.9563200176075712, + "FN": 4121, + "FP": 5802, + "IoU": 0.9162962150671874, + "TN": 78937856, + "TP": 108626, + "n_pred": 114428, + "n_ref": 112747 + }, + "3": { + "Dice": 0.9479305401209694, + "FN": 9637, + "FP": 2639, + "IoU": 0.9010151670308582, + "TN": 78932386, + "TP": 111743, + "n_pred": 114382, + "n_ref": 121380 + }, + "4": { + "Dice": 0.9201401473963997, + "FN": 866, + "FP": 456, + "IoU": 0.8520921906466771, + "TN": 79047467, + "TP": 7616, + "n_pred": 8072, + "n_ref": 8482 + }, + "5": { + "Dice": 0.910481867858917, + "FN": 376, + "FP": 525, + "IoU": 0.835673901149006, + "TN": 79050922, + "TP": 4582, + "n_pred": 5107, + "n_ref": 4958 + }, + "6": { + "Dice": 0.9797223580181116, + "FN": 30034, + "FP": 23308, + "IoU": 0.9602507373532186, + "TN": 77714443, + "TP": 1288620, + "n_pred": 1311928, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.8963988510312088, + "FN": 85750, + "FP": 3986, + "IoU": 0.8122489287627209, + "TN": 78578453, + "TP": 388216, + "n_pred": 392202, + "n_ref": 473966 + }, + "8": { + "Dice": 0.9470760929937316, + "FN": 1687, + "FP": 1648, + "IoU": 0.8994724943481537, + "TN": 79023230, + "TP": 29840, + "n_pred": 31488, + "n_ref": 31527 + }, + "9": { + "Dice": 0.9360294117647059, + "FN": 3822, + "FP": 5400, + "IoU": 0.8797512093987561, + "TN": 78979714, + "TP": 67469, + "n_pred": 72869, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9705412721047194, + "FN": 6095, + "FP": 7705, + "IoU": 0.9427685110689017, + "TN": 122470814, + "TP": 227326, + "n_pred": 235031, + "n_ref": 233421 + }, + "10": { + "Dice": 0.825161706534472, + "FN": 13187, + "FP": 28007, + "IoU": 0.7023619430214663, + "TN": 122573537, + "TP": 97209, + "n_pred": 125216, + "n_ref": 110396 + }, + "11": { + "Dice": 0.8472806011972998, + "FN": 856, + "FP": 343, + "IoU": 0.7350276243093923, + "TN": 122707415, + "TP": 3326, + "n_pred": 3669, + "n_ref": 4182 + }, + "12": { + "Dice": 0.6388541926888167, + "FN": 2454, + "FP": 1883, + "IoU": 0.46935029976752723, + "TN": 122703767, + "TP": 3836, + "n_pred": 5719, + "n_ref": 6290 + }, + "13": { + "Dice": 0.6182599521869162, + "FN": 21861, + "FP": 17580, + "IoU": 0.4474502661810031, + "TN": 122640560, + "TP": 31939, + "n_pred": 49519, + "n_ref": 53800 + }, + "14": { + "Dice": 0.9069838702385558, + "FN": 17417, + "FP": 1100, + "IoU": 0.829799163564502, + "TN": 122603145, + "TP": 90278, + "n_pred": 91378, + "n_ref": 107695 + }, + "15": { + "Dice": 0.9095312337594844, + "FN": 7336, + "FP": 1368, + "IoU": 0.8340736222048535, + "TN": 122659483, + "TP": 43753, + "n_pred": 45121, + "n_ref": 51089 + }, + "2": { + "Dice": 0.78043083652269, + "FN": 47728, + "FP": 2471, + "IoU": 0.6399233925343586, + "TN": 122572528, + "TP": 89213, + "n_pred": 91684, + "n_ref": 136941 + }, + "3": { + "Dice": 0.8247806125414076, + "FN": 3960, + "FP": 56340, + "IoU": 0.7018099099990109, + "TN": 122509720, + "TP": 141920, + "n_pred": 198260, + "n_ref": 145880 + }, + "4": { + "Dice": 0.8600400843410299, + "FN": 7759, + "FP": 11026, + "IoU": 0.754447654279029, + "TN": 122635439, + "TP": 57716, + "n_pred": 68742, + "n_ref": 65475 + }, + "5": { + "Dice": 0.5644882364769757, + "FN": 10191, + "FP": 638, + "IoU": 0.3932313554098728, + "TN": 122694093, + "TP": 7018, + "n_pred": 7656, + "n_ref": 17209 + }, + "6": { + "Dice": 0.9771563181239619, + "FN": 36850, + "FP": 41417, + "IoU": 0.9553329950982546, + "TN": 120959707, + "TP": 1673966, + "n_pred": 1715383, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.5415039632874427, + "FN": 306627, + "FP": 132979, + "IoU": 0.3712755809114091, + "TN": 122012737, + "TP": 259597, + "n_pred": 392576, + "n_ref": 566224 + }, + "8": { + "Dice": 0.9447222471506775, + "FN": 4862, + "FP": 10537, + "IoU": 0.8952356330831979, + "TN": 122564953, + "TP": 131588, + "n_pred": 142125, + "n_ref": 136450 + }, + "9": { + "Dice": 0.8950452777853316, + "FN": 8919, + "FP": 6519, + "IoU": 0.8100289177382637, + "TN": 122630675, + "TP": 65827, + "n_pred": 72346, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/loop_000/summary_cross_val.json b/nnActive_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/loop_000/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..d36a76884d210a384d614ae68bde75991026b3a5 --- /dev/null +++ b/nnActive_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/loop_000/summary_cross_val.json @@ -0,0 +1,24396 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": 0.6330621423684583, + "FN": 811.7444444444444, + "FP": 598.56, + "IoU": 0.5587465552676886, + "TN": 576607.1866666668, + "TP": 6089.175555555556, + "n_pred": 6687.735555555555, + "n_ref": 6900.919999999999 + }, + "mean": { + "1": { + "Dice": 0.7855812103013218, + "FN": 393.3666666666667, + "FP": 60.233333333333334, + "IoU": 0.7287365572565104, + "TN": 580231.6, + "TP": 3421.4666666666667, + "n_pred": 3481.7, + "n_ref": 3814.8333333333335 + }, + "10": { + "Dice": 0.7481192643052417, + "FN": 1488.1, + "FP": 755.5666666666667, + "IoU": 0.6318292548734542, + "TN": 578889.3666666667, + "TP": 2973.633333333333, + "n_pred": 3729.2, + "n_ref": 4461.733333333334 + }, + "11": { + "Dice": 0.5630042477334937, + "FN": 181.9, + "FP": 120.46666666666667, + "IoU": 0.4519206475992817, + "TN": 583358.0, + "TP": 446.3, + "n_pred": 566.7666666666667, + "n_ref": 628.2 + }, + "12": { + "Dice": 0.40747460087082726, + "FN": 14.4, + "FP": 19.933333333333334, + "IoU": 0.3438456827924066, + "TN": 583997.4666666667, + "TP": 74.86666666666666, + "n_pred": 94.8, + "n_ref": 89.26666666666667 + }, + "13": { + "Dice": 0.4537446529310407, + "FN": 829.9, + "FP": 671.7, + "IoU": 0.3640467087601565, + "TN": 581226.8666666667, + "TP": 1378.2, + "n_pred": 2049.9, + "n_ref": 2208.1 + }, + "14": { + "Dice": 0.4054009753798734, + "FN": 1059.1666666666667, + "FP": 1252.2666666666667, + "IoU": 0.33562297963077087, + "TN": 577720.6333333333, + "TP": 4074.6, + "n_pred": 5326.866666666667, + "n_ref": 5133.766666666666 + }, + "15": { + "Dice": 0.5699118556544173, + "FN": 247.0, + "FP": 472.8333333333333, + "IoU": 0.5035312665413486, + "TN": 582345.4666666667, + "TP": 1041.3666666666666, + "n_pred": 1514.2, + "n_ref": 1288.3666666666666 + }, + "2": { + "Dice": 0.7515475121622589, + "FN": 399.6666666666667, + "FP": 327.23333333333335, + "IoU": 0.7045949299876471, + "TN": 577348.3666666667, + "TP": 6031.4, + "n_pred": 6358.633333333333, + "n_ref": 6431.066666666667 + }, + "3": { + "Dice": 0.8462036626547517, + "FN": 238.43333333333334, + "FP": 300.6333333333333, + "IoU": 0.8194217849324468, + "TN": 576051.4, + "TP": 7516.2, + "n_pred": 7816.833333333333, + "n_ref": 7754.633333333333 + }, + "4": { + "Dice": 0.6480710430357159, + "FN": 232.3, + "FP": 300.9, + "IoU": 0.5752578732609109, + "TN": 580323.9, + "TP": 3249.5666666666666, + "n_pred": 3550.4666666666667, + "n_ref": 3481.866666666667 + }, + "5": { + "Dice": 0.35158120032733897, + "FN": 103.03333333333333, + "FP": 46.1, + "IoU": 0.25720695409744126, + "TN": 583804.4333333333, + "TP": 153.1, + "n_pred": 199.2, + "n_ref": 256.1333333333333 + }, + "6": { + "Dice": 0.8714440075637504, + "FN": 1623.8333333333333, + "FP": 2924.233333333333, + "IoU": 0.8355946475454674, + "TN": 531969.9, + "TP": 47588.7, + "n_pred": 50512.933333333334, + "n_ref": 49212.53333333333 + }, + "7": { + "Dice": 0.5211341583586633, + "FN": 3597.4, + "FP": 1079.2333333333333, + "IoU": 0.44624930085180364, + "TN": 572419.4666666667, + "TP": 7010.566666666667, + "n_pred": 8089.8, + "n_ref": 10607.966666666667 + }, + "8": { + "Dice": 0.8665983595324257, + "FN": 1221.0333333333333, + "FP": 215.93333333333334, + "IoU": 0.7739994598428256, + "TN": 578591.6, + "TP": 4078.1, + "n_pred": 4294.033333333334, + "n_ref": 5299.133333333333 + }, + "9": { + "Dice": 0.7061153847157512, + "FN": 546.6333333333333, + "FP": 431.1333333333333, + "IoU": 0.6093402810428572, + "TN": 580829.3333333334, + "TP": 2299.5666666666666, + "n_pred": 2730.7, + "n_ref": 2846.2 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.774785617571837, + "FN": 959, + "FP": 538, + "IoU": 0.6323673870333988, + "TN": 696856, + "TP": 2575, + "n_pred": 3113, + "n_ref": 3534 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7510755992624463, + "FN": 325, + "FP": 80, + "IoU": 0.6013779527559056, + "TN": 699912, + "TP": 611, + "n_pred": 691, + "n_ref": 936 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 31, + "IoU": 0.0, + "TN": 700897, + "TP": 0, + "n_pred": 31, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9733546970506202, + "FN": 534, + "FP": 364, + "IoU": 0.948092485549133, + "TN": 683628, + "TP": 16402, + "n_pred": 16766, + "n_ref": 16936 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9780456062920839, + "FN": 1080, + "FP": 1248, + "IoU": 0.9570344942140524, + "TN": 646745, + "TP": 51855, + "n_pred": 53103, + "n_ref": 52935 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9033523537803139, + "FN": 277, + "FP": 265, + "IoU": 0.823739837398374, + "TN": 697853, + "TP": 2533, + "n_pred": 2798, + "n_ref": 2810 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0017.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0017.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 25, + "IoU": 0.0, + "TN": 525671, + "TP": 0, + "n_pred": 25, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 310, + "IoU": 0.0, + "TN": 525386, + "TP": 0, + "n_pred": 310, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 285, + "FP": 0, + "IoU": 0.0, + "TN": 525411, + "TP": 0, + "n_pred": 0, + "n_ref": 285 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9664715201708042, + "FN": 531, + "FP": 4400, + "IoU": 0.9351184210526315, + "TN": 449696, + "TP": 71069, + "n_pred": 75469, + "n_ref": 71600 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 5916, + "IoU": 0.0, + "TN": 519780, + "TP": 0, + "n_pred": 5916, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0019.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0019.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0025.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0025.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7080934274850624, + "FN": 2386, + "FP": 301, + "IoU": 0.5480995627312479, + "TN": 694982, + "TP": 3259, + "n_pred": 3560, + "n_ref": 5645 + }, + "11": { + "Dice": 0.5783365570599613, + "FN": 2782, + "FP": 706, + "IoU": 0.40680272108843535, + "TN": 695048, + "TP": 2392, + "n_pred": 3098, + "n_ref": 5174 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.847669340916015, + "FN": 2021, + "FP": 979, + "IoU": 0.7356129373402661, + "TN": 689581, + "TP": 8347, + "n_pred": 9326, + "n_ref": 10368 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9598599940422997, + "FN": 569, + "FP": 509, + "IoU": 0.9228180711677526, + "TN": 686961, + "TP": 12889, + "n_pred": 13398, + "n_ref": 13458 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.5240174672489083, + "FN": 536, + "FP": 9, + "IoU": 0.35502958579881655, + "TN": 700083, + "TP": 300, + "n_pred": 309, + "n_ref": 836 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9320144530148886, + "FN": 3155, + "FP": 7457, + "IoU": 0.8726845186678184, + "TN": 617576, + "TP": 72740, + "n_pred": 80197, + "n_ref": 75895 + }, + "7": { + "Dice": 0.29826963774430476, + "FN": 56114, + "FP": 256, + "IoU": 0.17527432333577175, + "TN": 632578, + "TP": 11980, + "n_pred": 12236, + "n_ref": 68094 + }, + "8": { + "Dice": 0.8809459822628326, + "FN": 59, + "FP": 384, + "IoU": 0.787223823246878, + "TN": 698846, + "TP": 1639, + "n_pred": 2023, + "n_ref": 1698 + }, + "9": { + "Dice": 0.768362175363042, + "FN": 6672, + "FP": 2149, + "IoU": 0.6238539934331159, + "TN": 677477, + "TP": 14630, + "n_pred": 16779, + "n_ref": 21302 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0042.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0042.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0048.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0048.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.531122675380209, + "FN": 18411, + "FP": 4835, + "IoU": 0.3615840931561024, + "TN": 664516, + "TP": 13166, + "n_pred": 18001, + "n_ref": 31577 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.30044082739911837, + "FN": 2860, + "FP": 5392, + "IoU": 0.17677573822825218, + "TN": 690904, + "TP": 1772, + "n_pred": 7164, + "n_ref": 4632 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.710308502633559, + "FN": 435, + "FP": 335, + "IoU": 0.5507584597432905, + "TN": 699214, + "TP": 944, + "n_pred": 1279, + "n_ref": 1379 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9474381146441556, + "FN": 12207, + "FP": 6211, + "IoU": 0.9001258052621305, + "TN": 516516, + "TP": 165994, + "n_pred": 172205, + "n_ref": 178201 + }, + "7": { + "Dice": 0.41549684978445894, + "FN": 10452, + "FP": 124, + "IoU": 0.2622253226369027, + "TN": 686593, + "TP": 3759, + "n_pred": 3883, + "n_ref": 14211 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0049.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0049.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9752283115962167, + "FN": 1522, + "FP": 1063, + "IoU": 0.9516542295535731, + "TN": 472227, + "TP": 50884, + "n_pred": 51947, + "n_ref": 52406 + }, + "7": { + "Dice": 0.0, + "FN": 1700, + "FP": 647, + "IoU": 0.0, + "TN": 523349, + "TP": 0, + "n_pred": 647, + "n_ref": 1700 + }, + "8": { + "Dice": 0.8265004919645785, + "FN": 167, + "FP": 1420, + "IoU": 0.704304080491895, + "TN": 520329, + "TP": 3780, + "n_pred": 5200, + "n_ref": 3947 + }, + "9": { + "Dice": 0.7211138223051529, + "FN": 1774, + "FP": 169, + "IoU": 0.5638608305274972, + "TN": 521241, + "TP": 2512, + "n_pred": 2681, + "n_ref": 4286 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0054.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0054.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 287, + "IoU": 0.0, + "TN": 525409, + "TP": 0, + "n_pred": 287, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9807750477656402, + "FN": 580, + "FP": 4441, + "IoU": 0.9622753501232193, + "TN": 392600, + "TP": 128075, + "n_pred": 132516, + "n_ref": 128655 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0058.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0058.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8532551177769042, + "FN": 3457, + "FP": 1396, + "IoU": 0.744067081531484, + "TN": 506734, + "TP": 14109, + "n_pred": 15505, + "n_ref": 17566 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9503769646888444, + "FN": 4696, + "FP": 4624, + "IoU": 0.9054459865270676, + "TN": 427128, + "TP": 89248, + "n_pred": 93872, + "n_ref": 93944 + }, + "7": { + "Dice": 0.7718558915881673, + "FN": 9841, + "FP": 1203, + "IoU": 0.6284733902980556, + "TN": 495970, + "TP": 18682, + "n_pred": 19885, + "n_ref": 28523 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0075.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0075.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 6, + "FP": 0, + "IoU": 0.0, + "TN": 525690, + "TP": 0, + "n_pred": 0, + "n_ref": 6 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8980817748588362, + "FN": 1344, + "FP": 1201, + "IoU": 0.815016717546155, + "TN": 511938, + "TP": 11213, + "n_pred": 12414, + "n_ref": 12557 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9422180801491147, + "FN": 2415, + "FP": 4529, + "IoU": 0.8907488986784141, + "TN": 462136, + "TP": 56616, + "n_pred": 61145, + "n_ref": 59031 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9752071787656779, + "FN": 2392, + "FP": 1943, + "IoU": 0.9516139833913743, + "TN": 436104, + "TP": 85257, + "n_pred": 87200, + "n_ref": 87649 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 929, + "IoU": 0.0, + "TN": 524767, + "TP": 0, + "n_pred": 929, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0083.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0083.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0104.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0104.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7256637168141593, + "FN": 38, + "FP": 24, + "IoU": 0.5694444444444444, + "TN": 525552, + "TP": 82, + "n_pred": 106, + "n_ref": 120 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 96, + "FP": 0, + "IoU": 0.0, + "TN": 525600, + "TP": 0, + "n_pred": 0, + "n_ref": 96 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.9354987202857722, + "FN": 3350, + "FP": 153, + "IoU": 0.8788140870407528, + "TN": 496790, + "TP": 25403, + "n_pred": 25556, + "n_ref": 28753 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0127.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0127.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9569085833914864, + "FN": 352, + "FP": 142, + "IoU": 0.9173774878742265, + "TN": 694949, + "TP": 5485, + "n_pred": 5627, + "n_ref": 5837 + }, + "10": { + "Dice": 0.9196486075688487, + "FN": 910, + "FP": 2209, + "IoU": 0.8512495230827928, + "TN": 679960, + "TP": 17849, + "n_pred": 20058, + "n_ref": 18759 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9811603813582354, + "FN": 1044, + "FP": 689, + "IoU": 0.9630174989329919, + "TN": 654068, + "TP": 45127, + "n_pred": 45816, + "n_ref": 46171 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.8646431501230517, + "FN": 572, + "FP": 88, + "IoU": 0.7615606936416185, + "TN": 698160, + "TP": 2108, + "n_pred": 2196, + "n_ref": 2680 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0134.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0134.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.16666666666666666, + "FN": 2, + "FP": 8, + "IoU": 0.09090909090909091, + "TN": 525685, + "TP": 1, + "n_pred": 9, + "n_ref": 3 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8720324261725536, + "FN": 449, + "FP": 214, + "IoU": 0.7731006160164271, + "TN": 522774, + "TP": 2259, + "n_pred": 2473, + "n_ref": 2708 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9573116346721188, + "FN": 2810, + "FP": 301, + "IoU": 0.9181186503132074, + "TN": 487702, + "TP": 34883, + "n_pred": 35184, + "n_ref": 37693 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.984733588107005, + "FN": 1795, + "FP": 2020, + "IoU": 0.9699262938000078, + "TN": 398841, + "TP": 123040, + "n_pred": 125060, + "n_ref": 124835 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0147.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0147.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.5018910413719433, + "FN": 16922, + "FP": 331, + "IoU": 0.3350163808055502, + "TN": 499751, + "TP": 8692, + "n_pred": 9023, + "n_ref": 25614 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.04095222240719161, + "FN": 4894, + "FP": 867, + "IoU": 0.020904146838885113, + "TN": 519812, + "TP": 123, + "n_pred": 990, + "n_ref": 5017 + }, + "14": { + "Dice": 0.6916677908179325, + "FN": 1729, + "FP": 11985, + "IoU": 0.5286637338465768, + "TN": 496600, + "TP": 15382, + "n_pred": 27367, + "n_ref": 17111 + }, + "15": { + "Dice": 0.7697948667129125, + "FN": 4482, + "FP": 164, + "IoU": 0.6257451264701144, + "TN": 513282, + "TP": 7768, + "n_pred": 7932, + "n_ref": 12250 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 525694, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "6": { + "Dice": 0.7836475850744579, + "FN": 74, + "FP": 11389, + "IoU": 0.6442603109580114, + "TN": 493473, + "TP": 20760, + "n_pred": 32149, + "n_ref": 20834 + }, + "7": { + "Dice": 0.4157439195396741, + "FN": 11217, + "FP": 866, + "IoU": 0.26242217067513124, + "TN": 509314, + "TP": 4299, + "n_pred": 5165, + "n_ref": 15516 + }, + "8": { + "Dice": 0.9210135393234583, + "FN": 382, + "FP": 1479, + "IoU": 0.8535913775470065, + "TN": 512985, + "TP": 10850, + "n_pred": 12329, + "n_ref": 11232 + }, + "9": { + "Dice": 0.47667804323094426, + "FN": 1, + "FP": 919, + "IoU": 0.31292008961911877, + "TN": 524357, + "TP": 419, + "n_pred": 1338, + "n_ref": 420 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0156.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0156.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5210404624277457, + "FN": 8264, + "FP": 22, + "IoU": 0.3523020401782225, + "TN": 688135, + "TP": 4507, + "n_pred": 4529, + "n_ref": 12771 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9557012039232092, + "FN": 6338, + "FP": 2239, + "IoU": 0.9151606872607496, + "TN": 599831, + "TP": 92520, + "n_pred": 94759, + "n_ref": 98858 + }, + "15": { + "Dice": 0.0014394702749388226, + "FN": 2263, + "FP": 11611, + "IoU": 0.0007202535292422932, + "TN": 687044, + "TP": 10, + "n_pred": 11621, + "n_ref": 2273 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.013832702596894167, + "FN": 556, + "FP": 7001, + "IoU": 0.006964520367936925, + "TN": 693318, + "TP": 53, + "n_pred": 7054, + "n_ref": 609 + }, + "7": { + "Dice": 0.9653318755409777, + "FN": 1519, + "FP": 2286, + "IoU": 0.9329869672419866, + "TN": 644148, + "TP": 52975, + "n_pred": 55261, + "n_ref": 54494 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0161.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0161.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.3779936055981179, + "FN": 546, + "FP": 9765, + "IoU": 0.233040761678072, + "TN": 687484, + "TP": 3133, + "n_pred": 12898, + "n_ref": 3679 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5658103580036447, + "FN": 7916, + "FP": 6856, + "IoU": 0.39451571914579664, + "TN": 676531, + "TP": 9625, + "n_pred": 16481, + "n_ref": 17541 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8324873096446701, + "FN": 227, + "FP": 763, + "IoU": 0.7130434782608696, + "TN": 697478, + "TP": 2460, + "n_pred": 3223, + "n_ref": 2687 + }, + "5": { + "Dice": 0.0967741935483871, + "FN": 6, + "FP": 106, + "IoU": 0.05084745762711865, + "TN": 700810, + "TP": 6, + "n_pred": 112, + "n_ref": 12 + }, + "6": { + "Dice": 0.11824798876261014, + "FN": 57, + "FP": 6848, + "IoU": 0.06283930510314875, + "TN": 693560, + "TP": 463, + "n_pred": 7311, + "n_ref": 520 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 2202, + "IoU": 0.0, + "TN": 698726, + "TP": 0, + "n_pred": 2202, + "n_ref": 0 + }, + "8": { + "Dice": 0.8917574460046597, + "FN": 10135, + "FP": 1898, + "IoU": 0.8046590909090909, + "TN": 639328, + "TP": 49567, + "n_pred": 51465, + "n_ref": 59702 + }, + "9": { + "Dice": 0.5300567695777276, + "FN": 4970, + "FP": 1073, + "IoU": 0.36059676224738124, + "TN": 691477, + "TP": 3408, + "n_pred": 4481, + "n_ref": 8378 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0192.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 82, + "FP": 0, + "IoU": 0.0, + "TN": 525614, + "TP": 0, + "n_pred": 0, + "n_ref": 82 + }, + "10": { + "Dice": 0.8135467063639747, + "FN": 425, + "FP": 1579, + "IoU": 0.6856963613550816, + "TN": 519320, + "TP": 4372, + "n_pred": 5951, + "n_ref": 4797 + }, + "11": { + "Dice": 0.792863050927567, + "FN": 272, + "FP": 1481, + "IoU": 0.6568128425998434, + "TN": 520588, + "TP": 3355, + "n_pred": 4836, + "n_ref": 3627 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.47979041916167664, + "FN": 1184, + "FP": 206, + "IoU": 0.3156080748399803, + "TN": 523665, + "TP": 641, + "n_pred": 847, + "n_ref": 1825 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9673951988534576, + "FN": 773, + "FP": 46, + "IoU": 0.9368494101318529, + "TN": 512727, + "TP": 12150, + "n_pred": 12196, + "n_ref": 12923 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9273458293221587, + "FN": 1946, + "FP": 1903, + "IoU": 0.8645338401435962, + "TN": 497283, + "TP": 24564, + "n_pred": 26467, + "n_ref": 26510 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9617425549381908, + "FN": 8115, + "FP": 4747, + "IoU": 0.9263045109981722, + "TN": 351167, + "TP": 161667, + "n_pred": 166414, + "n_ref": 169782 + }, + "7": { + "Dice": 0.8094555505008455, + "FN": 9992, + "FP": 12207, + "IoU": 0.679903678389641, + "TN": 456345, + "TP": 47152, + "n_pred": 59359, + "n_ref": 57144 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9407166123778502, + "FN": 128, + "FP": 236, + "IoU": 0.8880688806888068, + "TN": 522444, + "TP": 2888, + "n_pred": 3124, + "n_ref": 3016 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0195.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0195.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0217.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0217.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9820574717979667, + "FN": 704, + "FP": 842, + "IoU": 0.9647474632311025, + "TN": 481841, + "TP": 42309, + "n_pred": 43151, + "n_ref": 43013 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9801868391335592, + "FN": 176, + "FP": 210, + "IoU": 0.9611435474129253, + "TN": 515762, + "TP": 9548, + "n_pred": 9758, + "n_ref": 9724 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9798398232532449, + "FN": 284, + "FP": 154, + "IoU": 0.9604764482945317, + "TN": 514614, + "TP": 10644, + "n_pred": 10798, + "n_ref": 10928 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0226.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0226.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9286538144669633, + "FN": 267, + "FP": 599, + "IoU": 0.866810212242387, + "TN": 519194, + "TP": 5636, + "n_pred": 6235, + "n_ref": 5903 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8149492017416545, + "FN": 432, + "FP": 588, + "IoU": 0.6876913655848133, + "TN": 522430, + "TP": 2246, + "n_pred": 2834, + "n_ref": 2678 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 116, + "IoU": 0.0, + "TN": 525580, + "TP": 0, + "n_pred": 116, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.95167157457128, + "FN": 198, + "FP": 81, + "IoU": 0.9077990746860541, + "TN": 522670, + "TP": 2747, + "n_pred": 2828, + "n_ref": 2945 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2268, + "IoU": 0.0, + "TN": 523428, + "TP": 0, + "n_pred": 2268, + "n_ref": 0 + }, + "5": { + "Dice": 0.6024861147844486, + "FN": 587, + "FP": 916, + "IoU": 0.43111279333838004, + "TN": 523054, + "TP": 1139, + "n_pred": 2055, + "n_ref": 1726 + }, + "6": { + "Dice": 0.8694187722461294, + "FN": 4894, + "FP": 20383, + "IoU": 0.7690015992689057, + "TN": 416271, + "TP": 84148, + "n_pred": 104531, + "n_ref": 89042 + }, + "7": { + "Dice": 0.660604494962542, + "FN": 1586, + "FP": 4983, + "IoU": 0.4932109242400864, + "TN": 512734, + "TP": 6393, + "n_pred": 11376, + "n_ref": 7979 + }, + "8": { + "Dice": 0.9740771030259229, + "FN": 822, + "FP": 541, + "IoU": 0.9494642393682103, + "TN": 498725, + "TP": 25608, + "n_pred": 26149, + "n_ref": 26430 + }, + "9": { + "Dice": 0.8449467588268261, + "FN": 624, + "FP": 1036, + "IoU": 0.7315219149280284, + "TN": 519513, + "TP": 4523, + "n_pred": 5559, + "n_ref": 5147 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0239.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0239.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9584512285927029, + "FN": 160, + "FP": 119, + "IoU": 0.9202173291392622, + "TN": 697431, + "TP": 3218, + "n_pred": 3337, + "n_ref": 3378 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.7769279796048438, + "FN": 742, + "FP": 658, + "IoU": 0.6352266805627931, + "TN": 697090, + "TP": 2438, + "n_pred": 3096, + "n_ref": 3180 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 10, + "IoU": 0.0, + "TN": 700918, + "TP": 0, + "n_pred": 10, + "n_ref": 0 + }, + "13": { + "Dice": 0.8938547486033519, + "FN": 44, + "FP": 51, + "IoU": 0.8080808080808081, + "TN": 700433, + "TP": 400, + "n_pred": 451, + "n_ref": 444 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9342544438407203, + "FN": 161, + "FP": 2380, + "IoU": 0.8766205389657684, + "TN": 680333, + "TP": 18054, + "n_pred": 20434, + "n_ref": 18215 + }, + "3": { + "Dice": 0.9726441367595646, + "FN": 1873, + "FP": 897, + "IoU": 0.9467451070865536, + "TN": 648914, + "TP": 49244, + "n_pred": 50141, + "n_ref": 51117 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9819888326417103, + "FN": 1063, + "FP": 595, + "IoU": 0.964614990609527, + "TN": 654072, + "TP": 45198, + "n_pred": 45793, + "n_ref": 46261 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9694665730405094, + "FN": 799, + "FP": 462, + "IoU": 0.9407424812030075, + "TN": 679648, + "TP": 20019, + "n_pred": 20481, + "n_ref": 20818 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0248.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0248.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.8514498623035801, + "FN": 694, + "FP": 223, + "IoU": 0.7413258110014105, + "TN": 522151, + "TP": 2628, + "n_pred": 2851, + "n_ref": 3322 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.978978978978979, + "FN": 317, + "FP": 61, + "IoU": 0.9588235294117647, + "TN": 516516, + "TP": 8802, + "n_pred": 8863, + "n_ref": 9119 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9859848584077752, + "FN": 1411, + "FP": 194, + "IoU": 0.9723571354758707, + "TN": 467634, + "TP": 56457, + "n_pred": 56651, + "n_ref": 57868 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9790699239518137, + "FN": 269, + "FP": 353, + "IoU": 0.9589980224126565, + "TN": 510526, + "TP": 14548, + "n_pred": 14901, + "n_ref": 14817 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0263.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0263.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7608695652173914, + "FN": 15, + "FP": 161, + "IoU": 0.6140350877192983, + "TN": 525240, + "TP": 280, + "n_pred": 441, + "n_ref": 295 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.37963588215822575, + "FN": 23708, + "FP": 23145, + "IoU": 0.23429047704652797, + "TN": 464507, + "TP": 14336, + "n_pred": 37481, + "n_ref": 38044 + }, + "15": { + "Dice": 0.9385012299754005, + "FN": 665, + "FP": 2410, + "IoU": 0.8841284196246891, + "TN": 499158, + "TP": 23463, + "n_pred": 25873, + "n_ref": 24128 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.8172549019607843, + "FN": 137, + "FP": 96, + "IoU": 0.6909814323607427, + "TN": 524942, + "TP": 521, + "n_pred": 617, + "n_ref": 658 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0348.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0348.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.95134955014995, + "FN": 26, + "FP": 266, + "IoU": 0.9072132189386718, + "TN": 697781, + "TP": 2855, + "n_pred": 3121, + "n_ref": 2881 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0351.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0351.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9334628837932375, + "FN": 421, + "FP": 1291, + "IoU": 0.8752277530792216, + "TN": 511975, + "TP": 12009, + "n_pred": 13300, + "n_ref": 12430 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9905611753497259, + "FN": 1525, + "FP": 288, + "IoU": 0.9812988674107235, + "TN": 428750, + "TP": 95133, + "n_pred": 95421, + "n_ref": 96658 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 5057, + "IoU": 0.0, + "TN": 520639, + "TP": 0, + "n_pred": 5057, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0361.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0361.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9650484191624447, + "FN": 490, + "FP": 55, + "IoU": 0.9324575536001983, + "TN": 692859, + "TP": 7524, + "n_pred": 7579, + "n_ref": 8014 + }, + "10": { + "Dice": 0.9429933269780744, + "FN": 80, + "FP": 219, + "IoU": 0.8921356421356421, + "TN": 698156, + "TP": 2473, + "n_pred": 2692, + "n_ref": 2553 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6672605445602076, + "FN": 4213, + "FP": 4378, + "IoU": 0.5006684103458297, + "TN": 683723, + "TP": 8614, + "n_pred": 12992, + "n_ref": 12827 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.6699986671997867, + "FN": 4925, + "FP": 27, + "IoU": 0.5037578915723019, + "TN": 690949, + "TP": 5027, + "n_pred": 5054, + "n_ref": 9952 + }, + "3": { + "Dice": 0.9553745521606747, + "FN": 2604, + "FP": 6688, + "IoU": 0.9145618213080537, + "TN": 592171, + "TP": 99465, + "n_pred": 106153, + "n_ref": 102069 + }, + "4": { + "Dice": 0.9477057600067914, + "FN": 594, + "FP": 1870, + "IoU": 0.9006090920091969, + "TN": 676137, + "TP": 22327, + "n_pred": 24197, + "n_ref": 22921 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9802926772046101, + "FN": 1373, + "FP": 1315, + "IoU": 0.9613470995944896, + "TN": 631386, + "TP": 66854, + "n_pred": 68169, + "n_ref": 68227 + }, + "7": { + "Dice": 0.9315314161275859, + "FN": 902, + "FP": 167, + "IoU": 0.8718379091236063, + "TN": 692587, + "TP": 7272, + "n_pred": 7439, + "n_ref": 8174 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9092418372993912, + "FN": 300, + "FP": 356, + "IoU": 0.8335870116692035, + "TN": 696986, + "TP": 3286, + "n_pred": 3642, + "n_ref": 3586 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0387.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0387.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 98, + "IoU": 0.0, + "TN": 525598, + "TP": 0, + "n_pred": 98, + "n_ref": 0 + }, + "3": { + "Dice": 0.9640321266441625, + "FN": 239, + "FP": 70, + "IoU": 0.930561797752809, + "TN": 521246, + "TP": 4141, + "n_pred": 4211, + "n_ref": 4380 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7070644929765201, + "FN": 2498, + "FP": 359, + "IoU": 0.5468675654242664, + "TN": 519391, + "TP": 3448, + "n_pred": 3807, + "n_ref": 5946 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 38, + "FP": 0, + "IoU": 0.0, + "TN": 525658, + "TP": 0, + "n_pred": 0, + "n_ref": 38 + }, + "8": { + "Dice": 0.705295594613102, + "FN": 25066, + "FP": 756, + "IoU": 0.5447541474938735, + "TN": 468975, + "TP": 30899, + "n_pred": 31655, + "n_ref": 55965 + }, + "9": { + "Dice": 0.43037974683544306, + "FN": 585, + "FP": 0, + "IoU": 0.27419354838709675, + "TN": 524890, + "TP": 221, + "n_pred": 221, + "n_ref": 806 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0388.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0388.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9745056119722074, + "FN": 1708, + "FP": 200, + "IoU": 0.9502788346276124, + "TN": 662554, + "TP": 36466, + "n_pred": 36666, + "n_ref": 38174 + }, + "10": { + "Dice": 0.9264498675534013, + "FN": 1201, + "FP": 1409, + "IoU": 0.862977740445191, + "TN": 681880, + "TP": 16438, + "n_pred": 17847, + "n_ref": 17639 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 168, + "IoU": 0.0, + "TN": 700760, + "TP": 0, + "n_pred": 168, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9689301474973164, + "FN": 1847, + "FP": 1279, + "IoU": 0.9397327883707031, + "TN": 649059, + "TP": 48743, + "n_pred": 50022, + "n_ref": 50590 + }, + "3": { + "Dice": 0.964559690610537, + "FN": 734, + "FP": 384, + "IoU": 0.9315454322801862, + "TN": 684596, + "TP": 15214, + "n_pred": 15598, + "n_ref": 15948 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9650323636634179, + "FN": 550, + "FP": 1330, + "IoU": 0.9324275753001222, + "TN": 673106, + "TP": 25942, + "n_pred": 27272, + "n_ref": 26492 + }, + "7": { + "Dice": 0.9735942839391115, + "FN": 502, + "FP": 1113, + "IoU": 0.948547215496368, + "TN": 669540, + "TP": 29773, + "n_pred": 30886, + "n_ref": 30275 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0400.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0400.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9794440396546775, + "FN": 855, + "FP": 76, + "IoU": 0.9597161524815023, + "TN": 502585, + "TP": 22180, + "n_pred": 22256, + "n_ref": 23035 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0403.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0403.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": 0.6134964080791956, + "FN": 587.4822222222223, + "FP": 590.6688888888888, + "IoU": 0.5346265793508399, + "TN": 577462.6666666666, + "TP": 5465.848888888888, + "n_pred": 6056.517777777776, + "n_ref": 6053.331111111111 + }, + "mean": { + "1": { + "Dice": 0.8165552826279161, + "FN": 404.26666666666665, + "FP": 183.33333333333334, + "IoU": 0.7744295093796605, + "TN": 569592.3333333334, + "TP": 13926.733333333334, + "n_pred": 14110.066666666668, + "n_ref": 14331.0 + }, + "10": { + "Dice": 0.7356117558814204, + "FN": 1220.9, + "FP": 392.26666666666665, + "IoU": 0.6058452243022128, + "TN": 579032.5, + "TP": 3461.0, + "n_pred": 3853.266666666667, + "n_ref": 4681.9 + }, + "11": { + "Dice": 0.7924205090459638, + "FN": 83.16666666666667, + "FP": 14.833333333333334, + "IoU": 0.6575712627371522, + "TN": 583858.2, + "TP": 150.46666666666667, + "n_pred": 165.3, + "n_ref": 233.63333333333333 + }, + "12": { + "Dice": 0.4703531386926514, + "FN": 29.633333333333333, + "FP": 27.766666666666666, + "IoU": 0.3474831487310728, + "TN": 583984.1666666666, + "TP": 65.1, + "n_pred": 92.86666666666666, + "n_ref": 94.73333333333333 + }, + "13": { + "Dice": 0.638258789592189, + "FN": 988.8, + "FP": 453.06666666666666, + "IoU": 0.521901275682225, + "TN": 580904.1666666666, + "TP": 1760.6333333333334, + "n_pred": 2213.7, + "n_ref": 2749.4333333333334 + }, + "14": { + "Dice": 0.4754087655167789, + "FN": 53.13333333333333, + "FP": 122.3, + "IoU": 0.45324680410969137, + "TN": 582444.1666666666, + "TP": 1487.0666666666666, + "n_pred": 1609.3666666666666, + "n_ref": 1540.2 + }, + "15": { + "Dice": 0.4208637618217207, + "FN": 390.46666666666664, + "FP": 283.1666666666667, + "IoU": 0.3662481727193241, + "TN": 581640.5, + "TP": 1792.5333333333333, + "n_pred": 2075.7, + "n_ref": 2183.0 + }, + "2": { + "Dice": 0.36588296058862485, + "FN": 103.76666666666667, + "FP": 734.8, + "IoU": 0.3262588165662699, + "TN": 580556.0333333333, + "TP": 2712.0666666666666, + "n_pred": 3446.866666666667, + "n_ref": 2815.8333333333335 + }, + "3": { + "Dice": 0.7445549932109458, + "FN": 1131.2, + "FP": 657.9, + "IoU": 0.6744359211614146, + "TN": 571044.0333333333, + "TP": 11273.533333333333, + "n_pred": 11931.433333333332, + "n_ref": 12404.733333333334 + }, + "4": { + "Dice": 0.4076221646425709, + "FN": 396.8666666666667, + "FP": 351.8666666666667, + "IoU": 0.33856360621874143, + "TN": 582237.6333333333, + "TP": 1120.3, + "n_pred": 1472.1666666666667, + "n_ref": 1517.1666666666667 + }, + "5": { + "Dice": 0.6874723500540305, + "FN": 105.06666666666666, + "FP": 182.33333333333334, + "IoU": 0.5422059263630332, + "TN": 583446.5333333333, + "TP": 372.73333333333335, + "n_pred": 555.0666666666667, + "n_ref": 477.8 + }, + "6": { + "Dice": 0.882045693974085, + "FN": 1183.6, + "FP": 2242.6, + "IoU": 0.8277894860192786, + "TN": 551036.1, + "TP": 29644.366666666665, + "n_pred": 31886.966666666667, + "n_ref": 30827.966666666667 + }, + "7": { + "Dice": 0.5071661009707955, + "FN": 2028.2333333333333, + "FP": 2586.7, + "IoU": 0.4489173112797095, + "TN": 573167.6333333333, + "TP": 6324.1, + "n_pred": 8910.8, + "n_ref": 8352.333333333334 + }, + "8": { + "Dice": 0.6445965854885725, + "FN": 199.7, + "FP": 241.1, + "IoU": 0.6052855728810353, + "TN": 578365.6666666666, + "TP": 5300.2, + "n_pred": 5541.3, + "n_ref": 5499.9 + }, + "9": { + "Dice": 0.613633269079671, + "FN": 493.43333333333334, + "FP": 386.0, + "IoU": 0.5292166521117753, + "TN": 580630.3333333334, + "TP": 2596.9, + "n_pred": 2982.9, + "n_ref": 3090.3333333333335 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8844326780450252, + "FN": 3915, + "FP": 2240, + "IoU": 0.792809775473794, + "TN": 495989, + "TP": 23552, + "n_pred": 25792, + "n_ref": 27467 + }, + "11": { + "Dice": 0.819000819000819, + "FN": 170, + "FP": 51, + "IoU": 0.6934812760055479, + "TN": 524975, + "TP": 500, + "n_pred": 551, + "n_ref": 670 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8252733182310648, + "FN": 2575, + "FP": 4521, + "IoU": 0.7025236857550097, + "TN": 501842, + "TP": 16758, + "n_pred": 21279, + "n_ref": 19333 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.6644863409003463, + "FN": 26, + "FP": 1718, + "IoU": 0.4975511380005762, + "TN": 522225, + "TP": 1727, + "n_pred": 3445, + "n_ref": 1753 + }, + "3": { + "Dice": 0.375918795939797, + "FN": 1782, + "FP": 1, + "IoU": 0.23146551724137931, + "TN": 523376, + "TP": 537, + "n_pred": 538, + "n_ref": 2319 + }, + "4": { + "Dice": 0.6149897330595483, + "FN": 1973, + "FP": 277, + "IoU": 0.4440326167531505, + "TN": 521649, + "TP": 1797, + "n_pred": 2074, + "n_ref": 3770 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8923161663453594, + "FN": 412, + "FP": 3889, + "IoU": 0.8055693684733963, + "TN": 503575, + "TP": 17820, + "n_pred": 21709, + "n_ref": 18232 + }, + "7": { + "Dice": 0.11492816989381636, + "FN": 90, + "FP": 1327, + "IoU": 0.06096752816434725, + "TN": 524187, + "TP": 92, + "n_pred": 1419, + "n_ref": 182 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9003038515233637, + "FN": 1379, + "FP": 1049, + "IoU": 0.818684190874468, + "TN": 512305, + "TP": 10963, + "n_pred": 12012, + "n_ref": 12342 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0007.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0007.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0011.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0011.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 661, + "IoU": 0.0, + "TN": 525035, + "TP": 0, + "n_pred": 661, + "n_ref": 0 + }, + "3": { + "Dice": 0.9564035783037028, + "FN": 1906, + "FP": 4254, + "IoU": 0.9164496527777778, + "TN": 451968, + "TP": 67568, + "n_pred": 71822, + "n_ref": 69474 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9492934330839568, + "FN": 1119, + "FP": 528, + "IoU": 0.9034810126582279, + "TN": 508632, + "TP": 15417, + "n_pred": 15945, + "n_ref": 16536 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0014.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0014.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9127382146439318, + "FN": 60, + "FP": 27, + "IoU": 0.8394833948339483, + "TN": 525154, + "TP": 455, + "n_pred": 482, + "n_ref": 515 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0027.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0027.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9799652723696127, + "FN": 2301, + "FP": 1172, + "IoU": 0.9607175577699607, + "TN": 437285, + "TP": 84938, + "n_pred": 86110, + "n_ref": 87239 + }, + "10": { + "Dice": 0.6318634904544687, + "FN": 2148, + "FP": 31, + "IoU": 0.46184243022968635, + "TN": 521647, + "TP": 1870, + "n_pred": 1901, + "n_ref": 4018 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 9, + "FP": 0, + "IoU": 0.0, + "TN": 525687, + "TP": 0, + "n_pred": 0, + "n_ref": 9 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9724946418133402, + "FN": 1064, + "FP": 630, + "IoU": 0.9464618690938972, + "TN": 494055, + "TP": 29947, + "n_pred": 30577, + "n_ref": 31011 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.9528169909703675, + "FN": 572, + "FP": 170, + "IoU": 0.9098858392033033, + "TN": 517462, + "TP": 7492, + "n_pred": 7662, + "n_ref": 8064 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0033.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0033.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.42256542256542257, + "FN": 2518, + "FP": 174, + "IoU": 0.26788142507478924, + "TN": 697251, + "TP": 985, + "n_pred": 1159, + "n_ref": 3503 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7267432454295422, + "FN": 2464, + "FP": 4292, + "IoU": 0.5707750952986023, + "TN": 685188, + "TP": 8984, + "n_pred": 13276, + "n_ref": 11448 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.47410817031070196, + "FN": 161, + "FP": 296, + "IoU": 0.31070889894419307, + "TN": 700265, + "TP": 206, + "n_pred": 502, + "n_ref": 367 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.7040704070407041, + "FN": 24, + "FP": 245, + "IoU": 0.5432937181663837, + "TN": 700339, + "TP": 320, + "n_pred": 565, + "n_ref": 344 + }, + "9": { + "Dice": 0.8805423087533992, + "FN": 780, + "FP": 2251, + "IoU": 0.7865793550204196, + "TN": 686726, + "TP": 11171, + "n_pred": 13422, + "n_ref": 11951 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0043.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0043.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.06160225085147342, + "FN": 148, + "FP": 6189, + "IoU": 0.03177998472116119, + "TN": 519151, + "TP": 208, + "n_pred": 6397, + "n_ref": 356 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8910583593203081, + "FN": 464, + "FP": 16654, + "IoU": 0.8035214177494147, + "TN": 438572, + "TP": 70006, + "n_pred": 86660, + "n_ref": 70470 + }, + "7": { + "Dice": 0.6747147784558238, + "FN": 627, + "FP": 9181, + "IoU": 0.5091091091091091, + "TN": 505716, + "TP": 10172, + "n_pred": 19353, + "n_ref": 10799 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0052.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0052.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.93365545437651, + "FN": 283, + "FP": 431, + "IoU": 0.8755663994423144, + "TN": 519958, + "TP": 5024, + "n_pred": 5455, + "n_ref": 5307 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 4770, + "IoU": 0.0, + "TN": 520926, + "TP": 0, + "n_pred": 4770, + "n_ref": 0 + }, + "3": { + "Dice": 0.9231077269167123, + "FN": 6811, + "FP": 6246, + "IoU": 0.8571959795697396, + "TN": 434263, + "TP": 78376, + "n_pred": 84622, + "n_ref": 85187 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 99, + "IoU": 0.0, + "TN": 525597, + "TP": 0, + "n_pred": 99, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0076.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0076.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 21, + "FP": 0, + "IoU": 0.0, + "TN": 525675, + "TP": 0, + "n_pred": 0, + "n_ref": 21 + }, + "10": { + "Dice": 0.8563496751329002, + "FN": 6032, + "FP": 1264, + "IoU": 0.748786282408842, + "TN": 496653, + "TP": 21747, + "n_pred": 23011, + "n_ref": 27779 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6059880239520958, + "FN": 315, + "FP": 14, + "IoU": 0.43470790378006874, + "TN": 525114, + "TP": 253, + "n_pred": 267, + "n_ref": 568 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 38, + "IoU": 0.0, + "TN": 525658, + "TP": 0, + "n_pred": 38, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.9608108773831223, + "FN": 1469, + "FP": 1713, + "IoU": 0.924577496503828, + "TN": 483507, + "TP": 39007, + "n_pred": 40720, + "n_ref": 40476 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0084.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0084.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7023104831010121, + "FN": 2750, + "FP": 368, + "IoU": 0.5412007062978222, + "TN": 518900, + "TP": 3678, + "n_pred": 4046, + "n_ref": 6428 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9450308037633125, + "FN": 7598, + "FP": 459, + "IoU": 0.8957899502037121, + "TN": 448381, + "TP": 69258, + "n_pred": 69717, + "n_ref": 76856 + }, + "7": { + "Dice": 0.9304274937133278, + "FN": 83, + "FP": 166, + "IoU": 0.8699059561128527, + "TN": 523782, + "TP": 1665, + "n_pred": 1831, + "n_ref": 1748 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 329, + "IoU": 0.0, + "TN": 525367, + "TP": 0, + "n_pred": 329, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0124.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0124.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9490570248856155, + "FN": 1358, + "FP": 468, + "IoU": 0.903052827183435, + "TN": 506861, + "TP": 17009, + "n_pred": 17477, + "n_ref": 18367 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9684347244771273, + "FN": 1487, + "FP": 6776, + "IoU": 0.9388012057562269, + "TN": 390677, + "TP": 126756, + "n_pred": 133532, + "n_ref": 128243 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1633, + "IoU": 0.0, + "TN": 524063, + "TP": 0, + "n_pred": 1633, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0159.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0159.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0172.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0172.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3485653560042508, + "FN": 1837, + "FP": 2, + "IoU": 0.21106821106821108, + "TN": 523365, + "TP": 492, + "n_pred": 494, + "n_ref": 2329 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6775865643790172, + "FN": 2303, + "FP": 2362, + "IoU": 0.5123863280025086, + "TN": 516129, + "TP": 4902, + "n_pred": 7264, + "n_ref": 7205 + }, + "6": { + "Dice": 0.8287311441332622, + "FN": 3739, + "FP": 2358, + "IoU": 0.7075498848810438, + "TN": 504848, + "TP": 14751, + "n_pred": 17109, + "n_ref": 18490 + }, + "7": { + "Dice": 0.0, + "FN": 480, + "FP": 20352, + "IoU": 0.0, + "TN": 504864, + "TP": 0, + "n_pred": 20352, + "n_ref": 480 + }, + "8": { + "Dice": 0.9781641312221877, + "FN": 836, + "FP": 219, + "IoU": 0.95726149483492, + "TN": 501011, + "TP": 23630, + "n_pred": 23849, + "n_ref": 24466 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0190.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0190.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6451612903225806, + "FN": 0, + "FP": 11, + "IoU": 0.47619047619047616, + "TN": 525675, + "TP": 10, + "n_pred": 21, + "n_ref": 10 + }, + "11": { + "Dice": 0.7429528878375714, + "FN": 2215, + "FP": 393, + "IoU": 0.5910302650148973, + "TN": 519319, + "TP": 3769, + "n_pred": 4162, + "n_ref": 5984 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.934475374732334, + "FN": 138, + "FP": 168, + "IoU": 0.8770096463022508, + "TN": 523208, + "TP": 2182, + "n_pred": 2350, + "n_ref": 2320 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9648262630569175, + "FN": 95, + "FP": 235, + "IoU": 0.9320428336079077, + "TN": 520840, + "TP": 4526, + "n_pred": 4761, + "n_ref": 4621 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9342784126524905, + "FN": 1145, + "FP": 4307, + "IoU": 0.8766627454529002, + "TN": 481492, + "TP": 38752, + "n_pred": 43059, + "n_ref": 39897 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 38, + "IoU": 0.0, + "TN": 525658, + "TP": 0, + "n_pred": 38, + "n_ref": 0 + }, + "9": { + "Dice": 0.904735639429517, + "FN": 2796, + "FP": 831, + "IoU": 0.8260431654676259, + "TN": 504846, + "TP": 17223, + "n_pred": 18054, + "n_ref": 20019 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0214.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0214.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8425521236328656, + "FN": 6188, + "FP": 1341, + "IoU": 0.7279395822793958, + "TN": 673254, + "TP": 20145, + "n_pred": 21486, + "n_ref": 26333 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 4389, + "FP": 0, + "IoU": 0.0, + "TN": 696539, + "TP": 0, + "n_pred": 0, + "n_ref": 4389 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 2488, + "IoU": 0.0, + "TN": 698440, + "TP": 0, + "n_pred": 2488, + "n_ref": 0 + }, + "3": { + "Dice": 0.8223448432789123, + "FN": 2956, + "FP": 167, + "IoU": 0.6982900202878949, + "TN": 690577, + "TP": 7228, + "n_pred": 7395, + "n_ref": 10184 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9302913198573127, + "FN": 905, + "FP": 2847, + "IoU": 0.8696679171877171, + "TN": 672140, + "TP": 25036, + "n_pred": 27883, + "n_ref": 25941 + }, + "7": { + "Dice": 0.9007231656780694, + "FN": 2204, + "FP": 3905, + "IoU": 0.8193779196972385, + "TN": 667106, + "TP": 27713, + "n_pred": 31618, + "n_ref": 29917 + }, + "8": { + "Dice": 0.9200507614213198, + "FN": 107, + "FP": 19, + "IoU": 0.8519388954171563, + "TN": 700077, + "TP": 725, + "n_pred": 744, + "n_ref": 832 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0224.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0224.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9834396170944055, + "FN": 1907, + "FP": 425, + "IoU": 0.9674187914774712, + "TN": 804585, + "TP": 69243, + "n_pred": 69668, + "n_ref": 71150 + }, + "10": { + "Dice": 0.39329421626152555, + "FN": 8898, + "FP": 1959, + "IoU": 0.2447829716193656, + "TN": 861784, + "TP": 3519, + "n_pred": 5478, + "n_ref": 12417 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5682678311499272, + "FN": 11460, + "FP": 3370, + "IoU": 0.3969093127287515, + "TN": 851570, + "TP": 9760, + "n_pred": 13130, + "n_ref": 21220 + }, + "14": { + "Dice": 0.9388633587342214, + "FN": 429, + "FP": 622, + "IoU": 0.8847714066440083, + "TN": 867039, + "TP": 8070, + "n_pred": 8692, + "n_ref": 8499 + }, + "15": { + "Dice": 0.0, + "FN": 49, + "FP": 0, + "IoU": 0.0, + "TN": 876111, + "TP": 0, + "n_pred": 0, + "n_ref": 49 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.6826666666666666, + "FN": 31, + "FP": 207, + "IoU": 0.5182186234817814, + "TN": 875666, + "TP": 256, + "n_pred": 463, + "n_ref": 287 + }, + "4": { + "Dice": 0.8749225153247469, + "FN": 1081, + "FP": 2551, + "IoU": 0.7776553412917049, + "TN": 859825, + "TP": 12703, + "n_pred": 15254, + "n_ref": 13784 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8655332859341391, + "FN": 8569, + "FP": 6372, + "IoU": 0.7629428657559458, + "TN": 813133, + "TP": 48086, + "n_pred": 54458, + "n_ref": 56655 + }, + "7": { + "Dice": 0.6094373809962533, + "FN": 45678, + "FP": 5192, + "IoU": 0.43826676531322123, + "TN": 785601, + "TP": 39689, + "n_pred": 44881, + "n_ref": 85367 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.395, + "FN": 156, + "FP": 1054, + "IoU": 0.24610591900311526, + "TN": 874555, + "TP": 395, + "n_pred": 1449, + "n_ref": 551 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0235.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0235.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9409487666034155, + "FN": 134, + "FP": 4534, + "IoU": 0.8884827635633914, + "TN": 483837, + "TP": 37191, + "n_pred": 41725, + "n_ref": 37325 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 17939, + "IoU": 0.0, + "TN": 507757, + "TP": 0, + "n_pred": 17939, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0242.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0242.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8893136207768846, + "FN": 680, + "FP": 3258, + "IoU": 0.8006883287782164, + "TN": 505938, + "TP": 15820, + "n_pred": 19078, + "n_ref": 16500 + }, + "11": { + "Dice": 0.8153078202995009, + "FN": 110, + "FP": 1, + "IoU": 0.6882022471910112, + "TN": 525340, + "TP": 245, + "n_pred": 246, + "n_ref": 355 + }, + "12": { + "Dice": 0.5294748124330118, + "FN": 112, + "FP": 327, + "IoU": 0.36005830903790087, + "TN": 525010, + "TP": 247, + "n_pred": 574, + "n_ref": 359 + }, + "13": { + "Dice": 0.4714038128249567, + "FN": 284, + "FP": 21, + "IoU": 0.30839002267573695, + "TN": 525255, + "TP": 136, + "n_pred": 157, + "n_ref": 420 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1063, + "IoU": 0.0, + "TN": 524633, + "TP": 0, + "n_pred": 1063, + "n_ref": 0 + }, + "3": { + "Dice": 0.9207573695736416, + "FN": 6462, + "FP": 2331, + "IoU": 0.8531514078626541, + "TN": 465818, + "TP": 51085, + "n_pred": 53416, + "n_ref": 57547 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7580246913580246, + "FN": 446, + "FP": 730, + "IoU": 0.610337972166998, + "TN": 522678, + "TP": 1842, + "n_pred": 2572, + "n_ref": 2288 + }, + "6": { + "Dice": 0.9148183028610398, + "FN": 1102, + "FP": 1521, + "IoU": 0.8430093368446253, + "TN": 508988, + "TP": 14085, + "n_pred": 15606, + "n_ref": 15187 + }, + "7": { + "Dice": 0.7929617915439706, + "FN": 5616, + "FP": 79, + "IoU": 0.656948376603819, + "TN": 509095, + "TP": 10906, + "n_pred": 10985, + "n_ref": 16522 + }, + "8": { + "Dice": 0.9681652769420327, + "FN": 539, + "FP": 572, + "IoU": 0.9382949180783116, + "TN": 507691, + "TP": 16894, + "n_pred": 17466, + "n_ref": 17433 + }, + "9": { + "Dice": 0.9255056146308045, + "FN": 1225, + "FP": 1276, + "IoU": 0.8613405777013916, + "TN": 507659, + "TP": 15536, + "n_pred": 16812, + "n_ref": 16761 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0259.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0259.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9608232709770397, + "FN": 2526, + "FP": 3074, + "IoU": 0.9246004497044606, + "TN": 451425, + "TP": 68671, + "n_pred": 71745, + "n_ref": 71197 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 128, + "IoU": 0.0, + "TN": 525568, + "TP": 0, + "n_pred": 128, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9770161258463896, + "FN": 697, + "FP": 2212, + "IoU": 0.9550650313571627, + "TN": 460958, + "TP": 61829, + "n_pred": 64041, + "n_ref": 62526 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0264.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0264.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 19, + "IoU": 0.0, + "TN": 525677, + "TP": 0, + "n_pred": 19, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 525691, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.991723106000945, + "FN": 121, + "FP": 1981, + "IoU": 0.9835821012098632, + "TN": 397665, + "TP": 125929, + "n_pred": 127910, + "n_ref": 126050 + }, + "7": { + "Dice": 0.0, + "FN": 79, + "FP": 0, + "IoU": 0.0, + "TN": 525617, + "TP": 0, + "n_pred": 0, + "n_ref": 79 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 1319, + "IoU": 0.0, + "TN": 524377, + "TP": 0, + "n_pred": 1319, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0272.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0272.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9802322238195289, + "FN": 2698, + "FP": 1771, + "IoU": 0.9612308279547505, + "TN": 410424, + "TP": 110803, + "n_pred": 112574, + "n_ref": 113501 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 117, + "IoU": 0.0, + "TN": 525579, + "TP": 0, + "n_pred": 117, + "n_ref": 0 + }, + "3": { + "Dice": 0.976004084411164, + "FN": 479, + "FP": 367, + "IoU": 0.9531327904271232, + "TN": 507645, + "TP": 17205, + "n_pred": 17572, + "n_ref": 17684 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 1, + "FP": 650, + "IoU": 0.0, + "TN": 525045, + "TP": 0, + "n_pred": 650, + "n_ref": 1 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0274.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0274.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9682832490330259, + "FN": 248, + "FP": 818, + "IoU": 0.9385165532356673, + "TN": 508358, + "TP": 16272, + "n_pred": 17090, + "n_ref": 16520 + }, + "10": { + "Dice": 0.9017034990791897, + "FN": 593, + "FP": 261, + "IoU": 0.8210018863969818, + "TN": 520925, + "TP": 3917, + "n_pred": 4178, + "n_ref": 4510 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6, + "FN": 44, + "FP": 60, + "IoU": 0.42857142857142855, + "TN": 525514, + "TP": 78, + "n_pred": 138, + "n_ref": 122 + }, + "13": { + "Dice": 0.9108589951377634, + "FN": 588, + "FP": 237, + "IoU": 0.8363095238095238, + "TN": 520656, + "TP": 4215, + "n_pred": 4452, + "n_ref": 4803 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9644661764596767, + "FN": 2391, + "FP": 2398, + "IoU": 0.9313710035683066, + "TN": 455915, + "TP": 64992, + "n_pred": 67390, + "n_ref": 67383 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.870635518713891, + "FN": 109, + "FP": 406, + "IoU": 0.7709074733096085, + "TN": 523448, + "TP": 1733, + "n_pred": 2139, + "n_ref": 1842 + }, + "6": { + "Dice": 0.9345937659683189, + "FN": 200, + "FP": 312, + "IoU": 0.8772182254196643, + "TN": 521526, + "TP": 3658, + "n_pred": 3970, + "n_ref": 3858 + }, + "7": { + "Dice": 0.8195488721804511, + "FN": 680, + "FP": 136, + "IoU": 0.6942675159235668, + "TN": 523027, + "TP": 1853, + "n_pred": 1989, + "n_ref": 2533 + }, + "8": { + "Dice": 0.968202872257588, + "FN": 1345, + "FP": 2616, + "IoU": 0.9383655432110292, + "TN": 461430, + "TP": 60305, + "n_pred": 62921, + "n_ref": 61650 + }, + "9": { + "Dice": 0.7217727752374252, + "FN": 247, + "FP": 544, + "IoU": 0.5646670335718217, + "TN": 523879, + "TP": 1026, + "n_pred": 1570, + "n_ref": 1273 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0282.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0282.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0031720856463124504, + "FN": 1257, + "FP": 0, + "IoU": 0.0015885623510722795, + "TN": 524437, + "TP": 2, + "n_pred": 2, + "n_ref": 1259 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9519190215099115, + "FN": 273, + "FP": 411, + "IoU": 0.9082494969818914, + "TN": 518241, + "TP": 6771, + "n_pred": 7182, + "n_ref": 7044 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 10440, + "IoU": 0.0, + "TN": 515256, + "TP": 0, + "n_pred": 10440, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 525689, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0296.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0296.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9658722813512263, + "FN": 393, + "FP": 197, + "IoU": 0.9339970913972481, + "TN": 691989, + "TP": 8349, + "n_pred": 8546, + "n_ref": 8742 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.2505800464037123, + "FN": 30, + "FP": 293, + "IoU": 0.14323607427055704, + "TN": 700551, + "TP": 54, + "n_pred": 347, + "n_ref": 84 + }, + "13": { + "Dice": 0.63668715626011, + "FN": 1074, + "FP": 49, + "IoU": 0.46701471286188895, + "TN": 698821, + "TP": 984, + "n_pred": 1033, + "n_ref": 2058 + }, + "14": { + "Dice": 0.9627717033328942, + "FN": 1165, + "FP": 1661, + "IoU": 0.9282158097947572, + "TN": 661560, + "TP": 36542, + "n_pred": 38203, + "n_ref": 37707 + }, + "15": { + "Dice": 0.9086694771557021, + "FN": 1272, + "FP": 4599, + "IoU": 0.8326253670496336, + "TN": 665851, + "TP": 29206, + "n_pred": 33805, + "n_ref": 30478 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.7983125392693654, + "FN": 1799, + "FP": 2695, + "IoU": 0.6643262623244697, + "TN": 687540, + "TP": 8894, + "n_pred": 11589, + "n_ref": 10693 + }, + "4": { + "Dice": 0.34961154273029965, + "FN": 6089, + "FP": 943, + "IoU": 0.21183591123066578, + "TN": 692006, + "TP": 1890, + "n_pred": 2833, + "n_ref": 7979 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9569603281645291, + "FN": 2743, + "FP": 2650, + "IoU": 0.9174726081899982, + "TN": 635580, + "TP": 59955, + "n_pred": 62605, + "n_ref": 62698 + }, + "7": { + "Dice": 0.9214582320152632, + "FN": 3060, + "FP": 5338, + "IoU": 0.8543556303220547, + "TN": 643267, + "TP": 49263, + "n_pred": 54601, + "n_ref": 52323 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0320.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0320.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7781871775976419, + "FN": 94, + "FP": 508, + "IoU": 0.6369119420989143, + "TN": 874502, + "TP": 1056, + "n_pred": 1564, + "n_ref": 1150 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8817658130382707, + "FN": 1455, + "FP": 618, + "IoU": 0.7885341222074875, + "TN": 866357, + "TP": 7730, + "n_pred": 8348, + "n_ref": 9185 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 7414, + "IoU": 0.0, + "TN": 868746, + "TP": 0, + "n_pred": 7414, + "n_ref": 0 + }, + "3": { + "Dice": 0.13850854362340162, + "FN": 7555, + "FP": 58, + "IoU": 0.07440729483282675, + "TN": 867935, + "TP": 612, + "n_pred": 670, + "n_ref": 8167 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7107328102141243, + "FN": 252, + "FP": 1923, + "IoU": 0.5512688260779863, + "TN": 871313, + "TP": 2672, + "n_pred": 4595, + "n_ref": 2924 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.937910690896283, + "FN": 2866, + "FP": 2775, + "IoU": 0.8830808133148175, + "TN": 827913, + "TP": 42606, + "n_pred": 45381, + "n_ref": 45472 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0336.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0336.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9202603742880391, + "FN": 368, + "FP": 24, + "IoU": 0.8522984174830445, + "TN": 523042, + "TP": 2262, + "n_pred": 2286, + "n_ref": 2630 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0358.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0358.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.42038216560509556, + "FN": 42, + "FP": 49, + "IoU": 0.2661290322580645, + "TN": 525572, + "TP": 33, + "n_pred": 82, + "n_ref": 75 + }, + "6": { + "Dice": 0.8982568645803408, + "FN": 3202, + "FP": 7777, + "IoU": 0.8153051611600834, + "TN": 466252, + "TP": 48465, + "n_pred": 56242, + "n_ref": 51667 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7948392321425285, + "FN": 8220, + "FP": 2927, + "IoU": 0.659529627367135, + "TN": 492956, + "TP": 21593, + "n_pred": 24520, + "n_ref": 29813 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0362.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0362.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.831491034143945, + "FN": 2474, + "FP": 270, + "IoU": 0.7115829304183309, + "TN": 516182, + "TP": 6770, + "n_pred": 7040, + "n_ref": 9244 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8360759493670886, + "FN": 379, + "FP": 139, + "IoU": 0.7183251767264818, + "TN": 523857, + "TP": 1321, + "n_pred": 1460, + "n_ref": 1700 + }, + "13": { + "Dice": 0.4271123491179202, + "FN": 5237, + "FP": 316, + "IoU": 0.2715466351829988, + "TN": 518073, + "TP": 2070, + "n_pred": 2386, + "n_ref": 7307 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9647461616647943, + "FN": 544, + "FP": 115, + "IoU": 0.9318933443571724, + "TN": 516020, + "TP": 9017, + "n_pred": 9132, + "n_ref": 9561 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 17, + "IoU": 0.0, + "TN": 525679, + "TP": 0, + "n_pred": 17, + "n_ref": 0 + }, + "8": { + "Dice": 0.9694017151056091, + "FN": 274, + "FP": 643, + "IoU": 0.9406203457877356, + "TN": 510253, + "TP": 14526, + "n_pred": 15169, + "n_ref": 14800 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0371.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0371.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9890960659265459, + "FN": 2012, + "FP": 633, + "IoU": 0.978427358513649, + "TN": 753551, + "TP": 119964, + "n_pred": 120597, + "n_ref": 121976 + }, + "10": { + "Dice": 0.7837281153450052, + "FN": 337, + "FP": 83, + "IoU": 0.6443691786621507, + "TN": 874979, + "TP": 761, + "n_pred": 844, + "n_ref": 1098 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9604685212298683, + "FN": 305, + "FP": 208, + "IoU": 0.923943661971831, + "TN": 869415, + "TP": 6232, + "n_pred": 6440, + "n_ref": 6537 + }, + "3": { + "Dice": 0.9280387770320656, + "FN": 156, + "FP": 230, + "IoU": 0.8657391304347826, + "TN": 873285, + "TP": 2489, + "n_pred": 2719, + "n_ref": 2645 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9876642544054564, + "FN": 1597, + "FP": 1040, + "IoU": 0.9756291415210299, + "TN": 767957, + "TP": 105566, + "n_pred": 106606, + "n_ref": 107163 + }, + "7": { + "Dice": 0.9439959636730575, + "FN": 209, + "FP": 13, + "IoU": 0.8939321548017201, + "TN": 874067, + "TP": 1871, + "n_pred": 1884, + "n_ref": 2080 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0374.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0374.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1367, + "IoU": 0.0, + "TN": 524329, + "TP": 0, + "n_pred": 1367, + "n_ref": 0 + }, + "15": { + "Dice": 0.7747855701311807, + "FN": 10393, + "FP": 3891, + "IoU": 0.6323673238276626, + "TN": 486842, + "TP": 24570, + "n_pred": 28461, + "n_ref": 34963 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0401.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0401.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": 0.6798753058890779, + "FN": 873.7044444444443, + "FP": 816.9777777777778, + "IoU": 0.590198326283568, + "TN": 575903.9444444445, + "TP": 6512.040000000002, + "n_pred": 7329.017777777776, + "n_ref": 7385.7444444444445 + }, + "mean": { + "1": { + "Dice": 0.7119704109546835, + "FN": 1080.0666666666666, + "FP": 277.6333333333333, + "IoU": 0.6563597988889462, + "TN": 574734.0333333333, + "TP": 8014.933333333333, + "n_pred": 8292.566666666668, + "n_ref": 9095.0 + }, + "10": { + "Dice": 0.6659069562879282, + "FN": 1680.5333333333333, + "FP": 1049.5666666666666, + "IoU": 0.5725226479308382, + "TN": 574283.4, + "TP": 7093.166666666667, + "n_pred": 8142.733333333334, + "n_ref": 8773.7 + }, + "11": { + "Dice": 0.7470273469165352, + "FN": 165.26666666666668, + "FP": 187.93333333333334, + "IoU": 0.6005613456288549, + "TN": 583255.4333333333, + "TP": 498.03333333333336, + "n_pred": 685.9666666666667, + "n_ref": 663.3 + }, + "12": { + "Dice": 0.6581343742363603, + "FN": 82.16666666666667, + "FP": 79.5, + "IoU": 0.5062952568226626, + "TN": 583750.2333333333, + "TP": 194.76666666666668, + "n_pred": 274.26666666666665, + "n_ref": 276.93333333333334 + }, + "13": { + "Dice": 0.5710362634470186, + "FN": 1251.5666666666666, + "FP": 1824.9666666666667, + "IoU": 0.4534873874436691, + "TN": 576743.6, + "TP": 4286.533333333334, + "n_pred": 6111.5, + "n_ref": 5538.1 + }, + "14": { + "Dice": 0.6190896210842164, + "FN": 1350.1, + "FP": 199.83333333333334, + "IoU": 0.4996077785069983, + "TN": 580190.1333333333, + "TP": 2366.6, + "n_pred": 2566.4333333333334, + "n_ref": 3716.7 + }, + "15": { + "Dice": 0.7618361047004201, + "FN": 841.1666666666666, + "FP": 1376.2666666666667, + "IoU": 0.6232451182152173, + "TN": 578821.8666666667, + "TP": 3067.366666666667, + "n_pred": 4443.633333333333, + "n_ref": 3908.5333333333333 + }, + "2": { + "Dice": 0.7444650507075428, + "FN": 1338.2333333333333, + "FP": 384.73333333333335, + "IoU": 0.7015772151039167, + "TN": 571834.6333333333, + "TP": 10549.066666666668, + "n_pred": 10933.8, + "n_ref": 11887.3 + }, + "3": { + "Dice": 0.6917314839666079, + "FN": 342.9, + "FP": 1342.9, + "IoU": 0.6603836526059438, + "TN": 575692.2333333333, + "TP": 6728.633333333333, + "n_pred": 8071.533333333334, + "n_ref": 7071.533333333334 + }, + "4": { + "Dice": 0.3721054810365657, + "FN": 58.733333333333334, + "FP": 720.1, + "IoU": 0.30604811196546533, + "TN": 582143.1333333333, + "TP": 1184.7, + "n_pred": 1904.8, + "n_ref": 1243.4333333333334 + }, + "5": { + "Dice": 0.6849853984481094, + "FN": 214.83333333333334, + "FP": 122.46666666666667, + "IoU": 0.5582176529421128, + "TN": 583072.2, + "TP": 697.1666666666666, + "n_pred": 819.6333333333333, + "n_ref": 912.0 + }, + "6": { + "Dice": 0.7599887604590588, + "FN": 1677.3333333333333, + "FP": 1470.2666666666667, + "IoU": 0.720054323177703, + "TN": 549910.2666666667, + "TP": 31048.8, + "n_pred": 32519.066666666666, + "n_ref": 32726.133333333335 + }, + "7": { + "Dice": 0.5881780051665614, + "FN": 1605.2333333333333, + "FP": 2090.1666666666665, + "IoU": 0.5130235670778224, + "TN": 571817.3666666667, + "TP": 8593.9, + "n_pred": 10684.066666666668, + "n_ref": 10199.133333333333 + }, + "8": { + "Dice": 0.7358475340547729, + "FN": 439.23333333333335, + "FP": 311.56666666666666, + "IoU": 0.6829621577756572, + "TN": 576917.7333333333, + "TP": 6438.133333333333, + "n_pred": 6749.7, + "n_ref": 6877.366666666667 + }, + "9": { + "Dice": 0.8858267968697886, + "FN": 978.2, + "FP": 816.7666666666667, + "IoU": 0.7986288801677127, + "TN": 575392.9, + "TP": 6918.8, + "n_pred": 7735.566666666667, + "n_ref": 7897.0 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.6392847164012294, + "FN": 11616, + "FP": 3, + "IoU": 0.4698151950718686, + "TN": 503781, + "TP": 10296, + "n_pred": 10299, + "n_ref": 21912 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1317, + "IoU": 0.0, + "TN": 524379, + "TP": 0, + "n_pred": 1317, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.971696861985729, + "FN": 1658, + "FP": 1543, + "IoU": 0.9449517618531703, + "TN": 467547, + "TP": 54948, + "n_pred": 56491, + "n_ref": 56606 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 3237, + "IoU": 0.0, + "TN": 522459, + "TP": 0, + "n_pred": 3237, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 82, + "IoU": 0.0, + "TN": 525614, + "TP": 0, + "n_pred": 82, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0006.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0006.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7697204741694716, + "FN": 5078, + "FP": 1216, + "IoU": 0.6256468209123892, + "TN": 508883, + "TP": 10519, + "n_pred": 11735, + "n_ref": 15597 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 18, + "IoU": 0.0, + "TN": 525678, + "TP": 0, + "n_pred": 18, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 277, + "IoU": 0.0, + "TN": 525419, + "TP": 0, + "n_pred": 277, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8214438097859749, + "FN": 435, + "FP": 12538, + "IoU": 0.6969916382491709, + "TN": 482882, + "TP": 29841, + "n_pred": 42379, + "n_ref": 30276 + }, + "7": { + "Dice": 0.878627048386472, + "FN": 14966, + "FP": 699, + "IoU": 0.7835279485939335, + "TN": 453331, + "TP": 56700, + "n_pred": 57399, + "n_ref": 71666 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0015.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0015.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 89, + "IoU": 0.0, + "TN": 525607, + "TP": 0, + "n_pred": 89, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.6420765027322405, + "FN": 98, + "FP": 164, + "IoU": 0.47283702213279677, + "TN": 525199, + "TP": 235, + "n_pred": 399, + "n_ref": 333 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0044.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0044.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.016867469879518072, + "FN": 815, + "FP": 1, + "IoU": 0.00850546780072904, + "TN": 700105, + "TP": 7, + "n_pred": 8, + "n_ref": 822 + }, + "11": { + "Dice": 0.6360283687943262, + "FN": 383, + "FP": 2183, + "IoU": 0.46630615640599, + "TN": 696120, + "TP": 2242, + "n_pred": 4425, + "n_ref": 2625 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6705747783814698, + "FN": 355, + "FP": 1949, + "IoU": 0.504409550440955, + "TN": 696279, + "TP": 2345, + "n_pred": 4294, + "n_ref": 2700 + }, + "14": { + "Dice": 0.851581508515815, + "FN": 1336, + "FP": 1592, + "IoU": 0.7415254237288136, + "TN": 689600, + "TP": 8400, + "n_pred": 9992, + "n_ref": 9736 + }, + "15": { + "Dice": 0.6410410515038282, + "FN": 6611, + "FP": 20863, + "IoU": 0.4717148021382148, + "TN": 648922, + "TP": 24532, + "n_pred": 45395, + "n_ref": 31143 + }, + "2": { + "Dice": 0.932288752098489, + "FN": 287, + "FP": 1286, + "IoU": 0.8731656184486373, + "TN": 688526, + "TP": 10829, + "n_pred": 12115, + "n_ref": 11116 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.964661731178113, + "FN": 4449, + "FP": 1069, + "IoU": 0.9317358009723752, + "TN": 620095, + "TP": 75315, + "n_pred": 76384, + "n_ref": 79764 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 34, + "FP": 0, + "IoU": 0.0, + "TN": 700894, + "TP": 0, + "n_pred": 0, + "n_ref": 34 + }, + "9": { + "Dice": 0.7565023532325985, + "FN": 1046, + "FP": 4852, + "IoU": 0.6083665338645419, + "TN": 685868, + "TP": 9162, + "n_pred": 14014, + "n_ref": 10208 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0045.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0045.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 422, + "IoU": 0.0, + "TN": 700506, + "TP": 0, + "n_pred": 422, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 1761, + "FP": 0, + "IoU": 0.0, + "TN": 699167, + "TP": 0, + "n_pred": 0, + "n_ref": 1761 + }, + "14": { + "Dice": 0.5811363697943479, + "FN": 15379, + "FP": 80, + "IoU": 0.4095787342932437, + "TN": 674745, + "TP": 10724, + "n_pred": 10804, + "n_ref": 26103 + }, + "15": { + "Dice": 0.7247929641286636, + "FN": 1486, + "FP": 10843, + "IoU": 0.5683727769219997, + "TN": 672364, + "TP": 16235, + "n_pred": 27078, + "n_ref": 17721 + }, + "2": { + "Dice": 0.008111858255950476, + "FN": 27879, + "FP": 0, + "IoU": 0.004072446683099347, + "TN": 672935, + "TP": 114, + "n_pred": 114, + "n_ref": 27993 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 28999, + "IoU": 0.0, + "TN": 671929, + "TP": 0, + "n_pred": 28999, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0050.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0050.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 12, + "IoU": 0.0, + "TN": 525684, + "TP": 0, + "n_pred": 12, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 2415, + "IoU": 0.0, + "TN": 523281, + "TP": 0, + "n_pred": 2415, + "n_ref": 0 + }, + "7": { + "Dice": 0.9607107057921735, + "FN": 684, + "FP": 1315, + "IoU": 0.9243919966715837, + "TN": 499257, + "TP": 24440, + "n_pred": 25755, + "n_ref": 25124 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0059.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0059.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9038572885935647, + "FN": 1950, + "FP": 1537, + "IoU": 0.8245799376194788, + "TN": 505818, + "TP": 16391, + "n_pred": 17928, + "n_ref": 18341 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.870370876492935, + "FN": 2775, + "FP": 1968, + "IoU": 0.770492596535372, + "TN": 505030, + "TP": 15923, + "n_pred": 17891, + "n_ref": 18698 + }, + "14": { + "Dice": 0.5072463768115942, + "FN": 133, + "FP": 3, + "IoU": 0.33980582524271846, + "TN": 525490, + "TP": 70, + "n_pred": 73, + "n_ref": 203 + }, + "15": { + "Dice": 0.7090368013200153, + "FN": 9605, + "FP": 270, + "IoU": 0.5492308394577076, + "TN": 503789, + "TP": 12032, + "n_pred": 12302, + "n_ref": 21637 + }, + "2": { + "Dice": 0.8909952606635071, + "FN": 28, + "FP": 41, + "IoU": 0.8034188034188035, + "TN": 525345, + "TP": 282, + "n_pred": 323, + "n_ref": 310 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9341490786663288, + "FN": 1365, + "FP": 454, + "IoU": 0.8764350247945113, + "TN": 510975, + "TP": 12902, + "n_pred": 13356, + "n_ref": 14267 + }, + "9": { + "Dice": 0.896583916825801, + "FN": 1283, + "FP": 1154, + "IoU": 0.8125528805476502, + "TN": 512695, + "TP": 10564, + "n_pred": 11718, + "n_ref": 11847 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0066.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0066.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.837588267246062, + "FN": 1019, + "FP": 4363, + "IoU": 0.7205607476635514, + "TN": 506436, + "TP": 13878, + "n_pred": 18241, + "n_ref": 14897 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7037293703960371, + "FN": 4180, + "FP": 7363, + "IoU": 0.5428876920639949, + "TN": 500444, + "TP": 13709, + "n_pred": 21072, + "n_ref": 17889 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.32653061224489793, + "FN": 82, + "FP": 116, + "IoU": 0.1951219512195122, + "TN": 525450, + "TP": 48, + "n_pred": 164, + "n_ref": 130 + }, + "3": { + "Dice": 0.9473644112185134, + "FN": 3091, + "FP": 2436, + "IoU": 0.8999927622769877, + "TN": 470430, + "TP": 49739, + "n_pred": 52175, + "n_ref": 52830 + }, + "4": { + "Dice": 0.5217391304347826, + "FN": 10, + "FP": 1, + "IoU": 0.35294117647058826, + "TN": 525679, + "TP": 6, + "n_pred": 7, + "n_ref": 16 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9363632897395814, + "FN": 195, + "FP": 1474, + "IoU": 0.8803412675652423, + "TN": 511748, + "TP": 12279, + "n_pred": 13753, + "n_ref": 12474 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 219, + "IoU": 0.0, + "TN": 525477, + "TP": 0, + "n_pred": 219, + "n_ref": 0 + }, + "8": { + "Dice": 0.717173866780166, + "FN": 1284, + "FP": 1374, + "IoU": 0.5590577305905773, + "TN": 519668, + "TP": 3370, + "n_pred": 4744, + "n_ref": 4654 + }, + "9": { + "Dice": 0.883870499770304, + "FN": 3840, + "FP": 963, + "IoU": 0.7919067631385122, + "TN": 502615, + "TP": 18278, + "n_pred": 19241, + "n_ref": 22118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0072.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0072.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9149339197456945, + "FN": 3417, + "FP": 490, + "IoU": 0.8432057147443615, + "TN": 500778, + "TP": 21011, + "n_pred": 21501, + "n_ref": 24428 + }, + "10": { + "Dice": 0.5139353400222966, + "FN": 243, + "FP": 629, + "IoU": 0.34583645911477867, + "TN": 524363, + "TP": 461, + "n_pred": 1090, + "n_ref": 704 + }, + "11": { + "Dice": 0.6606108777109118, + "FN": 1597, + "FP": 1392, + "IoU": 0.4932180400135639, + "TN": 519798, + "TP": 2909, + "n_pred": 4301, + "n_ref": 4506 + }, + "12": { + "Dice": 0.7115470352206866, + "FN": 1327, + "FP": 614, + "IoU": 0.5522491349480969, + "TN": 521361, + "TP": 2394, + "n_pred": 3008, + "n_ref": 3721 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9323960998995822, + "FN": 1400, + "FP": 687, + "IoU": 0.8733539656532556, + "TN": 509217, + "TP": 14392, + "n_pred": 15079, + "n_ref": 15792 + }, + "3": { + "Dice": 0.9346828440309298, + "FN": 919, + "FP": 2198, + "IoU": 0.8773751917856721, + "TN": 500277, + "TP": 22302, + "n_pred": 24500, + "n_ref": 23221 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6887361005008064, + "FN": 1925, + "FP": 1742, + "IoU": 0.5252459865354738, + "TN": 517972, + "TP": 4057, + "n_pred": 5799, + "n_ref": 5982 + }, + "6": { + "Dice": 0.9427318821242042, + "FN": 5654, + "FP": 1857, + "IoU": 0.8916677484026365, + "TN": 456363, + "TP": 61822, + "n_pred": 63679, + "n_ref": 67476 + }, + "7": { + "Dice": 0.821241682279217, + "FN": 134, + "FP": 2633, + "IoU": 0.6967006467170886, + "TN": 516573, + "TP": 6356, + "n_pred": 8989, + "n_ref": 6490 + }, + "8": { + "Dice": 0.9141745778051645, + "FN": 2161, + "FP": 2296, + "IoU": 0.8419167198694758, + "TN": 497502, + "TP": 23737, + "n_pred": 26033, + "n_ref": 25898 + }, + "9": { + "Dice": 0.8302792537782854, + "FN": 6414, + "FP": 3839, + "IoU": 0.7098098041435525, + "TN": 490364, + "TP": 25079, + "n_pred": 28918, + "n_ref": 31493 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0077.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0077.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.968653003554814, + "FN": 1643, + "FP": 2528, + "IoU": 0.9392115426655979, + "TN": 632313, + "TP": 64444, + "n_pred": 66972, + "n_ref": 66087 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8653895130026317, + "FN": 2948, + "FP": 1809, + "IoU": 0.762719473264166, + "TN": 680880, + "TP": 15291, + "n_pred": 17100, + "n_ref": 18239 + }, + "15": { + "Dice": 0.8484806373911432, + "FN": 5999, + "FP": 543, + "IoU": 0.7368357536505893, + "TN": 676069, + "TP": 18317, + "n_pred": 18860, + "n_ref": 24316 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.9203819558775107, + "FN": 5807, + "FP": 238, + "IoU": 0.8525070147614981, + "TN": 659943, + "TP": 34940, + "n_pred": 35178, + "n_ref": 40747 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0086.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0086.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9682087161954954, + "FN": 1643, + "FP": 1156, + "IoU": 0.9383765218731424, + "TN": 480275, + "TP": 42622, + "n_pred": 43778, + "n_ref": 44265 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9556550725613657, + "FN": 581, + "FP": 736, + "IoU": 0.9150760897601238, + "TN": 510188, + "TP": 14191, + "n_pred": 14927, + "n_ref": 14772 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0094.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0094.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.5349487418452936, + "FN": 675, + "FP": 323, + "IoU": 0.3651399491094148, + "TN": 524124, + "TP": 574, + "n_pred": 897, + "n_ref": 1249 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 155, + "IoU": 0.0, + "TN": 525541, + "TP": 0, + "n_pred": 155, + "n_ref": 0 + }, + "5": { + "Dice": 0.8832155611275739, + "FN": 1235, + "FP": 302, + "IoU": 0.7908558987617363, + "TN": 518347, + "TP": 5812, + "n_pred": 6114, + "n_ref": 7047 + }, + "6": { + "Dice": 0.965287991998588, + "FN": 3010, + "FP": 4070, + "IoU": 0.9329049866378575, + "TN": 420174, + "TP": 98442, + "n_pred": 102512, + "n_ref": 101452 + }, + "7": { + "Dice": 0.92306427411564, + "FN": 4117, + "FP": 3369, + "IoU": 0.8571210443943963, + "TN": 473302, + "TP": 44908, + "n_pred": 48277, + "n_ref": 49025 + }, + "8": { + "Dice": 0.9575253924284395, + "FN": 705, + "FP": 675, + "IoU": 0.9185119574844995, + "TN": 508761, + "TP": 15555, + "n_pred": 16230, + "n_ref": 16260 + }, + "9": { + "Dice": 0.9208688906128782, + "FN": 59, + "FP": 145, + "IoU": 0.8533429187634796, + "TN": 524305, + "TP": 1187, + "n_pred": 1332, + "n_ref": 1246 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0098.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0098.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 333, + "IoU": 0.0, + "TN": 525363, + "TP": 0, + "n_pred": 333, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0102.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0102.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.43515850144092216, + "FN": 392, + "FP": 0, + "IoU": 0.27808471454880296, + "TN": 700385, + "TP": 151, + "n_pred": 151, + "n_ref": 543 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.763265306122449, + "FN": 73, + "FP": 275, + "IoU": 0.6171617161716172, + "TN": 700019, + "TP": 561, + "n_pred": 836, + "n_ref": 634 + }, + "12": { + "Dice": 0.7965616045845272, + "FN": 101, + "FP": 41, + "IoU": 0.6619047619047619, + "TN": 700508, + "TP": 278, + "n_pred": 319, + "n_ref": 379 + }, + "13": { + "Dice": 0.609271523178808, + "FN": 118, + "FP": 0, + "IoU": 0.4380952380952381, + "TN": 700718, + "TP": 92, + "n_pred": 92, + "n_ref": 210 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.969147005444646, + "FN": 0, + "FP": 17, + "IoU": 0.9401408450704225, + "TN": 700644, + "TP": 267, + "n_pred": 284, + "n_ref": 267 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8982768801331258, + "FN": 1156, + "FP": 739, + "IoU": 0.8153381407133112, + "TN": 690666, + "TP": 8367, + "n_pred": 9106, + "n_ref": 9523 + }, + "6": { + "Dice": 0.9737797012694241, + "FN": 3860, + "FP": 490, + "IoU": 0.9488992787162559, + "TN": 615802, + "TP": 80776, + "n_pred": 81266, + "n_ref": 84636 + }, + "7": { + "Dice": 0.8610320284697509, + "FN": 595, + "FP": 967, + "IoU": 0.7559756288079987, + "TN": 694527, + "TP": 4839, + "n_pred": 5806, + "n_ref": 5434 + }, + "8": { + "Dice": 0.9738715182029937, + "FN": 3101, + "FP": 926, + "IoU": 0.9490736642428075, + "TN": 621853, + "TP": 75048, + "n_pred": 75974, + "n_ref": 78149 + }, + "9": { + "Dice": 0.8253667080201416, + "FN": 1120, + "FP": 1273, + "IoU": 0.7026590457256461, + "TN": 692880, + "TP": 5655, + "n_pred": 6928, + "n_ref": 6775 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0105.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0105.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.874960563676517, + "FN": 5920, + "FP": 1214, + "IoU": 0.7777154608338007, + "TN": 668834, + "TP": 24960, + "n_pred": 26174, + "n_ref": 30880 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6361210366818942, + "FN": 1269, + "FP": 14821, + "IoU": 0.466405783643961, + "TN": 670774, + "TP": 14064, + "n_pred": 28885, + "n_ref": 15333 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9217657342657343, + "FN": 253, + "FP": 105, + "IoU": 0.8548844750709363, + "TN": 698461, + "TP": 2109, + "n_pred": 2214, + "n_ref": 2362 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.7597354886113152, + "FN": 83, + "FP": 244, + "IoU": 0.6125592417061612, + "TN": 700084, + "TP": 517, + "n_pred": 761, + "n_ref": 600 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.8355555555555556, + "FN": 5, + "FP": 32, + "IoU": 0.7175572519083969, + "TN": 700797, + "TP": 94, + "n_pred": 126, + "n_ref": 99 + }, + "8": { + "Dice": 0.9619778067885117, + "FN": 206, + "FP": 260, + "IoU": 0.9267410784467851, + "TN": 694567, + "TP": 5895, + "n_pred": 6155, + "n_ref": 6101 + }, + "9": { + "Dice": 0.8593276801938219, + "FN": 1402, + "FP": 2314, + "IoU": 0.7533519182264702, + "TN": 685862, + "TP": 11350, + "n_pred": 13664, + "n_ref": 12752 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0109.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0109.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.7066392057945525, + "FN": 12209, + "FP": 468, + "IoU": 0.5463589193057792, + "TN": 497751, + "TP": 15268, + "n_pred": 15736, + "n_ref": 27477 + }, + "15": { + "Dice": 0.7528268551236749, + "FN": 974, + "FP": 7420, + "IoU": 0.6036265760022667, + "TN": 504519, + "TP": 12783, + "n_pred": 20203, + "n_ref": 13757 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0166.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0166.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.04708114167457101, + "FN": 11051, + "FP": 0, + "IoU": 0.024108089014482515, + "TN": 514372, + "TP": 273, + "n_pred": 273, + "n_ref": 11324 + }, + "10": { + "Dice": 0.748729792147806, + "FN": 10972, + "FP": 4260, + "IoU": 0.598375784422296, + "TN": 487770, + "TP": 22694, + "n_pred": 26954, + "n_ref": 33666 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.3757396449704142, + "FN": 168, + "FP": 254, + "IoU": 0.23132969034608378, + "TN": 525147, + "TP": 127, + "n_pred": 381, + "n_ref": 295 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 367, + "IoU": 0.0, + "TN": 525329, + "TP": 0, + "n_pred": 367, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 631, + "IoU": 0.0, + "TN": 525065, + "TP": 0, + "n_pred": 631, + "n_ref": 0 + }, + "3": { + "Dice": 0.8902221204488207, + "FN": 1449, + "FP": 948, + "IoU": 0.8021624298448333, + "TN": 513580, + "TP": 9719, + "n_pred": 10667, + "n_ref": 11168 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 477, + "IoU": 0.0, + "TN": 525219, + "TP": 0, + "n_pred": 477, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7882966869297559, + "FN": 16914, + "FP": 2275, + "IoU": 0.6505690612765183, + "TN": 470781, + "TP": 35726, + "n_pred": 38001, + "n_ref": 52640 + }, + "7": { + "Dice": 0.057694517871509025, + "FN": 1137, + "FP": 7062, + "IoU": 0.02970414201183432, + "TN": 517246, + "TP": 251, + "n_pred": 7313, + "n_ref": 1388 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0173.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0173.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.931501962183375, + "FN": 1497, + "FP": 423, + "IoU": 0.8717863105175292, + "TN": 510721, + "TP": 13055, + "n_pred": 13478, + "n_ref": 14552 + }, + "11": { + "Dice": 0.7307359307359307, + "FN": 520, + "FP": 102, + "IoU": 0.5757162346521146, + "TN": 524230, + "TP": 844, + "n_pred": 946, + "n_ref": 1364 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7093768437328342, + "FN": 6001, + "FP": 8284, + "IoU": 0.5496390176235064, + "TN": 493977, + "TP": 17434, + "n_pred": 25718, + "n_ref": 23435 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9678134721409432, + "FN": 501, + "FP": 544, + "IoU": 0.9376342802578181, + "TN": 508940, + "TP": 15711, + "n_pred": 16255, + "n_ref": 16212 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.722088177231849, + "FN": 317, + "FP": 950, + "IoU": 0.5650532097493992, + "TN": 522783, + "TP": 1646, + "n_pred": 2596, + "n_ref": 1963 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9583466156625225, + "FN": 1357, + "FP": 995, + "IoU": 0.9200244823013364, + "TN": 496287, + "TP": 27057, + "n_pred": 28052, + "n_ref": 28414 + }, + "7": { + "Dice": 0.5788754392815306, + "FN": 8390, + "FP": 238, + "IoU": 0.4073361725511746, + "TN": 511138, + "TP": 5930, + "n_pred": 6168, + "n_ref": 14320 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9294548332838627, + "FN": 558, + "FP": 868, + "IoU": 0.8682070240295748, + "TN": 514876, + "TP": 9394, + "n_pred": 10262, + "n_ref": 9952 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0184.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0184.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.7563291139240507, + "FN": 1299, + "FP": 549, + "IoU": 0.6081424936386769, + "TN": 696212, + "TP": 2868, + "n_pred": 3417, + "n_ref": 4167 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9774290031143043, + "FN": 1427, + "FP": 1501, + "IoU": 0.9558544160660978, + "TN": 634602, + "TP": 63398, + "n_pred": 64899, + "n_ref": 64825 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6460564751703992, + "FN": 2109, + "FP": 799, + "IoU": 0.4771664868752247, + "TN": 695366, + "TP": 2654, + "n_pred": 3453, + "n_ref": 4763 + }, + "6": { + "Dice": 0.962118485169207, + "FN": 4531, + "FP": 2520, + "IoU": 0.9270022362100381, + "TN": 604336, + "TP": 89541, + "n_pred": 92061, + "n_ref": 94072 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.8640712323576774, + "FN": 1287, + "FP": 148, + "IoU": 0.7606737825216812, + "TN": 694932, + "TP": 4561, + "n_pred": 4709, + "n_ref": 5848 + }, + "9": { + "Dice": 0.847096716471325, + "FN": 1669, + "FP": 1749, + "IoU": 0.7347508924414092, + "TN": 688042, + "TP": 9468, + "n_pred": 11217, + "n_ref": 11137 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0185.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0185.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9485318745115552, + "FN": 151, + "FP": 310, + "IoU": 0.9021023571883627, + "TN": 520987, + "TP": 4248, + "n_pred": 4558, + "n_ref": 4399 + }, + "10": { + "Dice": 0.8703637094555995, + "FN": 2145, + "FP": 3982, + "IoU": 0.7704813635512269, + "TN": 499001, + "TP": 20568, + "n_pred": 24550, + "n_ref": 22713 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7264361772052057, + "FN": 782, + "FP": 1299, + "IoU": 0.5703963666391412, + "TN": 520852, + "TP": 2763, + "n_pred": 4062, + "n_ref": 3545 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9815854480125757, + "FN": 100, + "FP": 64, + "IoU": 0.9638368246968027, + "TN": 521161, + "TP": 4371, + "n_pred": 4435, + "n_ref": 4471 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.30864197530864196, + "FN": 20, + "FP": 92, + "IoU": 0.18248175182481752, + "TN": 525559, + "TP": 25, + "n_pred": 117, + "n_ref": 45 + }, + "6": { + "Dice": 0.868788386376326, + "FN": 130, + "FP": 105, + "IoU": 0.7680157946692991, + "TN": 524683, + "TP": 778, + "n_pred": 883, + "n_ref": 908 + }, + "7": { + "Dice": 0.9570433315629979, + "FN": 1936, + "FP": 2189, + "IoU": 0.9176252096812845, + "TN": 475620, + "TP": 45951, + "n_pred": 48140, + "n_ref": 47887 + }, + "8": { + "Dice": 0.9711109085938212, + "FN": 493, + "FP": 141, + "IoU": 0.9438441098317095, + "TN": 514406, + "TP": 10656, + "n_pred": 10797, + "n_ref": 11149 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0188.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0188.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7421427331133877, + "FN": 9929, + "FP": 4921, + "IoU": 0.5900055218111541, + "TN": 664708, + "TP": 21370, + "n_pred": 26291, + "n_ref": 31299 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7233914612146722, + "FN": 3976, + "FP": 8904, + "IoU": 0.5666509656146962, + "TN": 671206, + "TP": 16842, + "n_pred": 25746, + "n_ref": 20818 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9041482789055605, + "FN": 643, + "FP": 2072, + "IoU": 0.8250644329896907, + "TN": 685408, + "TP": 12805, + "n_pred": 14877, + "n_ref": 13448 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 736, + "IoU": 0.0, + "TN": 700192, + "TP": 0, + "n_pred": 736, + "n_ref": 0 + }, + "7": { + "Dice": 0.6448482112628372, + "FN": 3093, + "FP": 54, + "IoU": 0.4758494337108594, + "TN": 694924, + "TP": 2857, + "n_pred": 2911, + "n_ref": 5950 + }, + "8": { + "Dice": 0.9542217700915565, + "FN": 373, + "FP": 122, + "IoU": 0.9124513618677043, + "TN": 695274, + "TP": 5159, + "n_pred": 5281, + "n_ref": 5532 + }, + "9": { + "Dice": 0.8661268351748146, + "FN": 2714, + "FP": 824, + "IoU": 0.7638657144764066, + "TN": 685945, + "TP": 11445, + "n_pred": 12269, + "n_ref": 14159 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0212.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0212.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1990, + "IoU": 0.0, + "TN": 523706, + "TP": 0, + "n_pred": 1990, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 1599, + "FP": 17, + "IoU": 0.0, + "TN": 524080, + "TP": 0, + "n_pred": 17, + "n_ref": 1599 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9437278620597473, + "FN": 2969, + "FP": 399, + "IoU": 0.8934514394179057, + "TN": 494086, + "TP": 28242, + "n_pred": 28641, + "n_ref": 31211 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1045, + "IoU": 0.0, + "TN": 524651, + "TP": 0, + "n_pred": 1045, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9610325873576757, + "FN": 508, + "FP": 286, + "IoU": 0.9249881908360889, + "TN": 515111, + "TP": 9791, + "n_pred": 10077, + "n_ref": 10299 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.007263922518159807, + "FN": 12, + "FP": 1628, + "IoU": 0.0036452004860267314, + "TN": 524050, + "TP": 6, + "n_pred": 1634, + "n_ref": 18 + }, + "9": { + "Dice": 0.8792599380372649, + "FN": 1715, + "FP": 1052, + "IoU": 0.7845351191403208, + "TN": 512854, + "TP": 10075, + "n_pred": 11127, + "n_ref": 11790 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0268.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0268.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9163715814058615, + "FN": 1523, + "FP": 697, + "IoU": 0.8456511159007162, + "TN": 511313, + "TP": 12163, + "n_pred": 12860, + "n_ref": 13686 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8155299705715319, + "FN": 1806, + "FP": 5340, + "IoU": 0.6885188736814576, + "TN": 502754, + "TP": 15796, + "n_pred": 21136, + "n_ref": 17602 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 369, + "IoU": 0.0, + "TN": 525327, + "TP": 0, + "n_pred": 369, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9466713140467061, + "FN": 1009, + "FP": 674, + "IoU": 0.898742554599603, + "TN": 509075, + "TP": 14938, + "n_pred": 15612, + "n_ref": 15947 + }, + "9": { + "Dice": 0.8874670681219421, + "FN": 1147, + "FP": 647, + "IoU": 0.7976995940460081, + "TN": 516828, + "TP": 7074, + "n_pred": 7721, + "n_ref": 8221 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0273.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0273.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.96505786310218, + "FN": 1913, + "FP": 1203, + "IoU": 0.932475187448533, + "TN": 830014, + "TP": 43030, + "n_pred": 44233, + "n_ref": 44943 + }, + "10": { + "Dice": 0.8898109076784547, + "FN": 5224, + "FP": 1017, + "IoU": 0.8014949109414758, + "TN": 844720, + "TP": 25199, + "n_pred": 26216, + "n_ref": 30423 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6803874092009685, + "FN": 87, + "FP": 177, + "IoU": 0.5155963302752293, + "TN": 875615, + "TP": 281, + "n_pred": 458, + "n_ref": 368 + }, + "13": { + "Dice": 0.6598441062622621, + "FN": 4891, + "FP": 1524, + "IoU": 0.4923636939146949, + "TN": 863523, + "TP": 6222, + "n_pred": 7746, + "n_ref": 11113 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9721480830219487, + "FN": 756, + "FP": 1018, + "IoU": 0.9458055844076495, + "TN": 843426, + "TP": 30960, + "n_pred": 31978, + "n_ref": 31716 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9491525423728814, + "FN": 3, + "FP": 0, + "IoU": 0.9032258064516129, + "TN": 876129, + "TP": 28, + "n_pred": 28, + "n_ref": 31 + }, + "7": { + "Dice": 0.8850077707849262, + "FN": 6480, + "FP": 993, + "IoU": 0.793734474192658, + "TN": 839930, + "TP": 28757, + "n_pred": 29750, + "n_ref": 35237 + }, + "8": { + "Dice": 0.969563954426621, + "FN": 739, + "FP": 204, + "IoU": 0.9409258911232224, + "TN": 860197, + "TP": 15020, + "n_pred": 15224, + "n_ref": 15759 + }, + "9": { + "Dice": 0.9323519102698914, + "FN": 906, + "FP": 252, + "IoU": 0.8732764281024294, + "TN": 867022, + "TP": 7980, + "n_pred": 8232, + "n_ref": 8886 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0302.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0302.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 17419, + "IoU": 0.0, + "TN": 508277, + "TP": 0, + "n_pred": 17419, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9774331843473502, + "FN": 552, + "FP": 685, + "IoU": 0.9558624134732034, + "TN": 497670, + "TP": 26789, + "n_pred": 27474, + "n_ref": 27341 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 22135, + "IoU": 0.0, + "TN": 503561, + "TP": 0, + "n_pred": 22135, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0307.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0307.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.894544751407923, + "FN": 2472, + "FP": 1891, + "IoU": 0.8092093755466153, + "TN": 502828, + "TP": 18505, + "n_pred": 20396, + "n_ref": 20977 + }, + "11": { + "Dice": 0.7756410256410257, + "FN": 51, + "FP": 19, + "IoU": 0.6335078534031413, + "TN": 525505, + "TP": 121, + "n_pred": 140, + "n_ref": 172 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7757073844030365, + "FN": 4040, + "FP": 2460, + "IoU": 0.6335963923337091, + "TN": 507956, + "TP": 11240, + "n_pred": 13700, + "n_ref": 15280 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9526748971193416, + "FN": 122, + "FP": 62, + "IoU": 0.9096267190569745, + "TN": 523660, + "TP": 1852, + "n_pred": 1914, + "n_ref": 1974 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9548108546674201, + "FN": 1289, + "FP": 1830, + "IoU": 0.9135292486831161, + "TN": 489626, + "TP": 32951, + "n_pred": 34781, + "n_ref": 34240 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9798717473104033, + "FN": 2157, + "FP": 1641, + "IoU": 0.960537799758946, + "TN": 429452, + "TP": 92446, + "n_pred": 94087, + "n_ref": 94603 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9597086994379799, + "FN": 310, + "FP": 199, + "IoU": 0.9225384264191143, + "TN": 519125, + "TP": 6062, + "n_pred": 6261, + "n_ref": 6372 + }, + "9": { + "Dice": 0.9585955996997171, + "FN": 1797, + "FP": 354, + "IoU": 0.9204835311079073, + "TN": 498645, + "TP": 24900, + "n_pred": 25254, + "n_ref": 26697 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0332.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0332.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9677248365628129, + "FN": 316, + "FP": 1876, + "IoU": 0.9374679066582986, + "TN": 665874, + "TP": 32862, + "n_pred": 34738, + "n_ref": 33178 + }, + "10": { + "Dice": 0.8750746740696489, + "FN": 954, + "FP": 2601, + "IoU": 0.7778957890790953, + "TN": 684922, + "TP": 12451, + "n_pred": 15052, + "n_ref": 13405 + }, + "11": { + "Dice": 0.8072432690016679, + "FN": 273, + "FP": 536, + "IoU": 0.6767878545745106, + "TN": 698425, + "TP": 1694, + "n_pred": 2230, + "n_ref": 1967 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8205903369427802, + "FN": 4776, + "FP": 1752, + "IoU": 0.6957636202637834, + "TN": 679471, + "TP": 14929, + "n_pred": 16681, + "n_ref": 19705 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9779009757558451, + "FN": 1731, + "FP": 1442, + "IoU": 0.9567575670850539, + "TN": 627551, + "TP": 70204, + "n_pred": 71646, + "n_ref": 71935 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.7626811594202898, + "FN": 63, + "FP": 199, + "IoU": 0.616398243045388, + "TN": 700245, + "TP": 421, + "n_pred": 620, + "n_ref": 484 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9413701827883032, + "FN": 1844, + "FP": 3782, + "IoU": 0.8892345251220665, + "TN": 650136, + "TP": 45166, + "n_pred": 48948, + "n_ref": 47010 + }, + "7": { + "Dice": 0.6749435665914221, + "FN": 813, + "FP": 915, + "IoU": 0.5093696763202725, + "TN": 697406, + "TP": 1794, + "n_pred": 2709, + "n_ref": 2607 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9152169015494755, + "FN": 1211, + "FP": 2176, + "IoU": 0.8436865423666235, + "TN": 679260, + "TP": 18281, + "n_pred": 20457, + "n_ref": 19492 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0367.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0367.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.8463648834019204, + "FN": 762, + "FP": 582, + "IoU": 0.7336504161712247, + "TN": 520650, + "TP": 3702, + "n_pred": 4284, + "n_ref": 4464 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8216343736705728, + "FN": 8498, + "FP": 726, + "IoU": 0.697266073714267, + "TN": 495227, + "TP": 21245, + "n_pred": 21971, + "n_ref": 29743 + }, + "15": { + "Dice": 0.8948383187351953, + "FN": 560, + "FP": 1349, + "IoU": 0.8096899611205264, + "TN": 515665, + "TP": 8122, + "n_pred": 9471, + "n_ref": 8682 + }, + "2": { + "Dice": 0.972620431357355, + "FN": 819, + "FP": 877, + "IoU": 0.9467001885606536, + "TN": 493876, + "TP": 30124, + "n_pred": 31001, + "n_ref": 30943 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9872636680090097, + "FN": 1288, + "FP": 578, + "IoU": 0.9748476842616056, + "TN": 451508, + "TP": 72322, + "n_pred": 72900, + "n_ref": 73610 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9536970852196013, + "FN": 466, + "FP": 117, + "IoU": 0.9114923333839381, + "TN": 519109, + "TP": 6004, + "n_pred": 6121, + "n_ref": 6470 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0378.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0378.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9770399473122431, + "FN": 260, + "FP": 751, + "IoU": 0.9551105585649587, + "TN": 503174, + "TP": 21511, + "n_pred": 22262, + "n_ref": 21771 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9758057621612379, + "FN": 348, + "FP": 218, + "IoU": 0.952754590984975, + "TN": 513716, + "TP": 11414, + "n_pred": 11632, + "n_ref": 11762 + }, + "3": { + "Dice": 0.9582413388938861, + "FN": 3391, + "FP": 2737, + "IoU": 0.9198304508228892, + "TN": 449258, + "TP": 70310, + "n_pred": 73047, + "n_ref": 73701 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 51, + "IoU": 0.0, + "TN": 525645, + "TP": 0, + "n_pred": 51, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9818214772209148, + "FN": 3433, + "FP": 2986, + "IoU": 0.9642920718275072, + "TN": 345932, + "TP": 173345, + "n_pred": 176331, + "n_ref": 176778 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 19314, + "IoU": 0.0, + "TN": 506382, + "TP": 0, + "n_pred": 19314, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9169893565246832, + "FN": 1999, + "FP": 1924, + "IoU": 0.8467039193466454, + "TN": 500105, + "TP": 21668, + "n_pred": 23592, + "n_ref": 23667 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0383.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0383.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0402.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0402.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": 0.6347041472325821, + "FN": 893.0555555555554, + "FP": 774.5088888888888, + "IoU": 0.5503264129472202, + "TN": 565541.5266666667, + "TP": 5215.442222222224, + "n_pred": 5989.951111111111, + "n_ref": 6108.497777777779 + }, + "mean": { + "1": { + "Dice": 0.64518334123405, + "FN": 86.4, + "FP": 337.3, + "IoU": 0.6072968860389796, + "TN": 566912.4666666667, + "TP": 5088.366666666667, + "n_pred": 5425.666666666667, + "n_ref": 5174.766666666666 + }, + "10": { + "Dice": 0.6310321739003226, + "FN": 837.9333333333333, + "FP": 823.5666666666667, + "IoU": 0.5309305315452526, + "TN": 568036.3, + "TP": 2726.733333333333, + "n_pred": 3550.3, + "n_ref": 3564.6666666666665 + }, + "11": { + "Dice": 0.3571750400032956, + "FN": 61.96666666666667, + "FP": 35.8, + "IoU": 0.28183599807183124, + "TN": 572227.6666666666, + "TP": 99.1, + "n_pred": 134.9, + "n_ref": 161.06666666666666 + }, + "12": { + "Dice": 0.6584922473741112, + "FN": 284.76666666666665, + "FP": 135.3, + "IoU": 0.5264105812287215, + "TN": 571465.9333333333, + "TP": 538.5333333333333, + "n_pred": 673.8333333333334, + "n_ref": 823.3 + }, + "13": { + "Dice": 0.499583855877132, + "FN": 1972.1666666666667, + "FP": 526.7666666666667, + "IoU": 0.39871927782784383, + "TN": 567305.5333333333, + "TP": 2620.0666666666666, + "n_pred": 3146.8333333333335, + "n_ref": 4592.233333333334 + }, + "14": { + "Dice": 0.6895424269653184, + "FN": 378.2, + "FP": 781.5, + "IoU": 0.5713899467357841, + "TN": 568547.7333333333, + "TP": 2717.1, + "n_pred": 3498.6, + "n_ref": 3095.3 + }, + "15": { + "Dice": 0.7702255166030424, + "FN": 674.6333333333333, + "FP": 588.3, + "IoU": 0.6417276216680163, + "TN": 569254.8, + "TP": 1906.8, + "n_pred": 2495.1, + "n_ref": 2581.4333333333334 + }, + "2": { + "Dice": 0.7980055789683487, + "FN": 2680.9666666666667, + "FP": 795.3, + "IoU": 0.7352086354267775, + "TN": 556399.1333333333, + "TP": 12549.133333333333, + "n_pred": 13344.433333333332, + "n_ref": 15230.1 + }, + "3": { + "Dice": 0.5929380486940709, + "FN": 710.4333333333333, + "FP": 2356.5666666666666, + "IoU": 0.5557281058978986, + "TN": 563063.0, + "TP": 6294.533333333334, + "n_pred": 8651.1, + "n_ref": 7004.966666666666 + }, + "4": { + "Dice": 0.516483416156783, + "FN": 1081.1, + "FP": 80.5, + "IoU": 0.4250608776851153, + "TN": 569526.9666666667, + "TP": 1735.9666666666667, + "n_pred": 1816.4666666666667, + "n_ref": 2817.0666666666666 + }, + "5": { + "Dice": 0.47809588486144144, + "FN": 922.1333333333333, + "FP": 225.76666666666668, + "IoU": 0.3877249658028563, + "TN": 570308.0, + "TP": 968.6333333333333, + "n_pred": 1194.4, + "n_ref": 1890.7666666666667 + }, + "6": { + "Dice": 0.8058247744094892, + "FN": 757.5, + "FP": 2146.5666666666666, + "IoU": 0.7530874590814599, + "TN": 544498.8666666667, + "TP": 25021.6, + "n_pred": 27168.166666666668, + "n_ref": 25779.1 + }, + "7": { + "Dice": 0.5128457822897524, + "FN": 1675.3333333333333, + "FP": 1943.6333333333334, + "IoU": 0.42682418963610547, + "TN": 563346.9, + "TP": 5458.666666666667, + "n_pred": 7402.3, + "n_ref": 7134.0 + }, + "8": { + "Dice": 0.8399457212371207, + "FN": 851.8, + "FP": 532.3333333333334, + "IoU": 0.7788575597609861, + "TN": 563476.5, + "TP": 7563.9, + "n_pred": 8096.233333333334, + "n_ref": 8415.7 + }, + "9": { + "Dice": 0.7251883999144518, + "FN": 420.5, + "FP": 308.43333333333334, + "IoU": 0.6340935578006752, + "TN": 568753.1, + "TP": 2942.5, + "n_pred": 3250.9333333333334, + "n_ref": 3363.0 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8438796680497925, + "FN": 371, + "FP": 2037, + "IoU": 0.7299237326155227, + "TN": 516780, + "TP": 6508, + "n_pred": 8545, + "n_ref": 6879 + }, + "15": { + "Dice": 0.793594147298925, + "FN": 12348, + "FP": 1533, + "IoU": 0.6578168909924568, + "TN": 485130, + "TP": 26685, + "n_pred": 28218, + "n_ref": 39033 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8769990128331688, + "FN": 294, + "FP": 952, + "IoU": 0.7809423347398031, + "TN": 520008, + "TP": 4442, + "n_pred": 5394, + "n_ref": 4736 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0001.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0001.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0009.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0009.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6519003272086584, + "FN": 1182, + "FP": 201, + "IoU": 0.4835698282300224, + "TN": 523018, + "TP": 1295, + "n_pred": 1496, + "n_ref": 2477 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6437084042717846, + "FN": 15224, + "FP": 3192, + "IoU": 0.47460915211685495, + "TN": 490644, + "TP": 16636, + "n_pred": 19828, + "n_ref": 31860 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.7292817679558011, + "FN": 49, + "FP": 0, + "IoU": 0.5739130434782609, + "TN": 525581, + "TP": 66, + "n_pred": 66, + "n_ref": 115 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 201, + "IoU": 0.0, + "TN": 525495, + "TP": 0, + "n_pred": 201, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.8180808339741946, + "FN": 968, + "FP": 5419, + "IoU": 0.6921631000578369, + "TN": 504948, + "TP": 14361, + "n_pred": 19780, + "n_ref": 15329 + }, + "9": { + "Dice": 0.6387013578092998, + "FN": 4215, + "FP": 548, + "IoU": 0.46918533377911514, + "TN": 516723, + "TP": 4210, + "n_pred": 4758, + "n_ref": 8425 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0021.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0021.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.026936026936026935, + "FN": 0, + "FP": 578, + "IoU": 0.013651877133105802, + "TN": 525110, + "TP": 8, + "n_pred": 586, + "n_ref": 8 + }, + "10": { + "Dice": 0.42492917847025496, + "FN": 203, + "FP": 0, + "IoU": 0.2697841726618705, + "TN": 525418, + "TP": 75, + "n_pred": 75, + "n_ref": 278 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.5245187840169919, + "FN": 366, + "FP": 17543, + "IoU": 0.35548997732752724, + "TN": 497909, + "TP": 9878, + "n_pred": 27421, + "n_ref": 10244 + }, + "7": { + "Dice": 0.9178970542487257, + "FN": 8365, + "FP": 1928, + "IoU": 0.8482529854046882, + "TN": 457866, + "TP": 57537, + "n_pred": 59465, + "n_ref": 65902 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0035.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0035.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 12, + "FP": 0, + "IoU": 0.0, + "TN": 525684, + "TP": 0, + "n_pred": 0, + "n_ref": 12 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7341383095499451, + "FN": 3493, + "FP": 140, + "IoU": 0.5799514394727714, + "TN": 517047, + "TP": 5016, + "n_pred": 5156, + "n_ref": 8509 + }, + "14": { + "Dice": 0.7307560019261196, + "FN": 7388, + "FP": 440, + "IoU": 0.5757411522410709, + "TN": 507245, + "TP": 10623, + "n_pred": 11063, + "n_ref": 18011 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.749655935450792, + "FN": 35877, + "FP": 1231, + "IoU": 0.5995597185652005, + "TN": 433028, + "TP": 55560, + "n_pred": 56791, + "n_ref": 91437 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 35398, + "IoU": 0.0, + "TN": 490298, + "TP": 0, + "n_pred": 35398, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9890606626174576, + "FN": 1254, + "FP": 774, + "IoU": 0.978358073569744, + "TN": 431989, + "TP": 91679, + "n_pred": 92453, + "n_ref": 92933 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 40, + "IoU": 0.0, + "TN": 525656, + "TP": 0, + "n_pred": 40, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 437, + "IoU": 0.0, + "TN": 525259, + "TP": 0, + "n_pred": 437, + "n_ref": 0 + }, + "9": { + "Dice": 0.836510428347163, + "FN": 603, + "FP": 126, + "IoU": 0.7189668465690054, + "TN": 523102, + "TP": 1865, + "n_pred": 1991, + "n_ref": 2468 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0038.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0038.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7693441414885778, + "FN": 286, + "FP": 27, + "IoU": 0.6251497005988024, + "TN": 524861, + "TP": 522, + "n_pred": 549, + "n_ref": 808 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.31320926009986383, + "FN": 1171, + "FP": 342, + "IoU": 0.18568353067814855, + "TN": 523838, + "TP": 345, + "n_pred": 687, + "n_ref": 1516 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.5855086315034944, + "FN": 6550, + "FP": 389, + "IoU": 0.4139358108108108, + "TN": 513856, + "TP": 4901, + "n_pred": 5290, + "n_ref": 11451 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9085354448531704, + "FN": 667, + "FP": 800, + "IoU": 0.8324003198903234, + "TN": 516943, + "TP": 7286, + "n_pred": 8086, + "n_ref": 7953 + }, + "7": { + "Dice": 0.12081641610885548, + "FN": 15098, + "FP": 926, + "IoU": 0.0642919708029197, + "TN": 508571, + "TP": 1101, + "n_pred": 2027, + "n_ref": 16199 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0057.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0057.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8732857926494789, + "FN": 48, + "FP": 414, + "IoU": 0.7750730282375852, + "TN": 523642, + "TP": 1592, + "n_pred": 2006, + "n_ref": 1640 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7391920623671155, + "FN": 130, + "FP": 606, + "IoU": 0.5862844294547499, + "TN": 523917, + "TP": 1043, + "n_pred": 1649, + "n_ref": 1173 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7574750830564784, + "FN": 316, + "FP": 633, + "IoU": 0.6096256684491979, + "TN": 523265, + "TP": 1482, + "n_pred": 2115, + "n_ref": 1798 + }, + "6": { + "Dice": 0.9449386221616976, + "FN": 4924, + "FP": 777, + "IoU": 0.895624313438301, + "TN": 471076, + "TP": 48919, + "n_pred": 49696, + "n_ref": 53843 + }, + "7": { + "Dice": 0.2716380325738191, + "FN": 3050, + "FP": 14883, + "IoU": 0.15716501386473658, + "TN": 504419, + "TP": 3344, + "n_pred": 18227, + "n_ref": 6394 + }, + "8": { + "Dice": 0.9417672187663944, + "FN": 445, + "FP": 1886, + "IoU": 0.889943342776204, + "TN": 504516, + "TP": 18849, + "n_pred": 20735, + "n_ref": 19294 + }, + "9": { + "Dice": 0.6994413407821229, + "FN": 160, + "FP": 109, + "IoU": 0.5378006872852233, + "TN": 525114, + "TP": 313, + "n_pred": 422, + "n_ref": 473 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0064.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0064.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.7997486384583159, + "FN": 1422, + "FP": 11962, + "IoU": 0.6663176265270506, + "TN": 485586, + "TP": 26726, + "n_pred": 38688, + "n_ref": 28148 + }, + "15": { + "Dice": 0.6096547257057522, + "FN": 6138, + "FP": 15557, + "IoU": 0.43849160131480186, + "TN": 487059, + "TP": 16942, + "n_pred": 32499, + "n_ref": 23080 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0067.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0067.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8793577981651376, + "FN": 408, + "FP": 118, + "IoU": 0.784690953745395, + "TN": 523253, + "TP": 1917, + "n_pred": 2035, + "n_ref": 2325 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9146071319984364, + "FN": 2802, + "FP": 1130, + "IoU": 0.8426507663371884, + "TN": 500707, + "TP": 21057, + "n_pred": 22187, + "n_ref": 23859 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9898458765711949, + "FN": 754, + "FP": 1432, + "IoU": 0.9798958927290452, + "TN": 416962, + "TP": 106548, + "n_pred": 107980, + "n_ref": 107302 + }, + "7": { + "Dice": 0.563041385948027, + "FN": 876, + "FP": 32, + "IoU": 0.39182853315472205, + "TN": 524203, + "TP": 585, + "n_pred": 617, + "n_ref": 1461 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0069.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0069.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2664, + "IoU": 0.0, + "TN": 523032, + "TP": 0, + "n_pred": 2664, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0078.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0078.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.8338028169014085, + "FN": 138, + "FP": 39, + "IoU": 0.714975845410628, + "TN": 525075, + "TP": 444, + "n_pred": 483, + "n_ref": 582 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9824226010302162, + "FN": 1676, + "FP": 1303, + "IoU": 0.9654524579897714, + "TN": 439467, + "TP": 83250, + "n_pred": 84553, + "n_ref": 84926 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 47, + "IoU": 0.0, + "TN": 525649, + "TP": 0, + "n_pred": 47, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9707465480926749, + "FN": 111, + "FP": 514, + "IoU": 0.943155979990905, + "TN": 514701, + "TP": 10370, + "n_pred": 10884, + "n_ref": 10481 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.896551724137931, + "FN": 3, + "FP": 6, + "IoU": 0.8125, + "TN": 525648, + "TP": 39, + "n_pred": 45, + "n_ref": 42 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0111.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0111.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9878398265045311, + "FN": 892, + "FP": 364, + "IoU": 0.9759718396082032, + "TN": 648656, + "TP": 51016, + "n_pred": 51380, + "n_ref": 51908 + }, + "10": { + "Dice": 0.6486833654463712, + "FN": 4578, + "FP": 345, + "IoU": 0.48003802281368824, + "TN": 691460, + "TP": 4545, + "n_pred": 4890, + "n_ref": 9123 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6656298600311042, + "FN": 1725, + "FP": 1070, + "IoU": 0.4988344988344988, + "TN": 695351, + "TP": 2782, + "n_pred": 3852, + "n_ref": 4507 + }, + "13": { + "Dice": 0.0, + "FN": 49, + "FP": 0, + "IoU": 0.0, + "TN": 700879, + "TP": 0, + "n_pred": 0, + "n_ref": 49 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.978808636782438, + "FN": 236, + "FP": 293, + "IoU": 0.9584967833045661, + "TN": 688182, + "TP": 12217, + "n_pred": 12510, + "n_ref": 12453 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.972972972972973, + "FN": 9, + "FP": 5, + "IoU": 0.9473684210526315, + "TN": 700662, + "TP": 252, + "n_pred": 257, + "n_ref": 261 + }, + "7": { + "Dice": 0.7277644230769231, + "FN": 291, + "FP": 615, + "IoU": 0.5720358998582901, + "TN": 698811, + "TP": 1211, + "n_pred": 1826, + "n_ref": 1502 + }, + "8": { + "Dice": 0.9716767371601208, + "FN": 224, + "FP": 1126, + "IoU": 0.9449136981270657, + "TN": 676421, + "TP": 23157, + "n_pred": 24283, + "n_ref": 23381 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0118.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0118.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9021503824505701, + "FN": 952, + "FP": 404, + "IoU": 0.8217431313264099, + "TN": 518089, + "TP": 6251, + "n_pred": 6655, + "n_ref": 7203 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6287460336114702, + "FN": 2504, + "FP": 655, + "IoU": 0.4585190263969832, + "TN": 519862, + "TP": 2675, + "n_pred": 3330, + "n_ref": 5179 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9821230178769821, + "FN": 58, + "FP": 119, + "IoU": 0.9648739829331217, + "TN": 520657, + "TP": 4862, + "n_pred": 4981, + "n_ref": 4920 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 525689, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "6": { + "Dice": 0.9557043523049189, + "FN": 245, + "FP": 99, + "IoU": 0.9151664611590629, + "TN": 521641, + "TP": 3711, + "n_pred": 3810, + "n_ref": 3956 + }, + "7": { + "Dice": 0.9632760658121989, + "FN": 353, + "FP": 455, + "IoU": 0.9291538798772468, + "TN": 514291, + "TP": 10597, + "n_pred": 11052, + "n_ref": 10950 + }, + "8": { + "Dice": 0.9415624014299232, + "FN": 154, + "FP": 2625, + "IoU": 0.8895776214884571, + "TN": 500529, + "TP": 22388, + "n_pred": 25013, + "n_ref": 22542 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0131.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0131.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9562390597649413, + "FN": 39, + "FP": 136, + "IoU": 0.9161475802587447, + "TN": 523609, + "TP": 1912, + "n_pred": 2048, + "n_ref": 1951 + }, + "10": { + "Dice": 0.9045352042094713, + "FN": 118, + "FP": 263, + "IoU": 0.8257090576395243, + "TN": 523510, + "TP": 1805, + "n_pred": 2068, + "n_ref": 1923 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.772020725388601, + "FN": 1895, + "FP": 1185, + "IoU": 0.6286919831223629, + "TN": 517401, + "TP": 5215, + "n_pred": 6400, + "n_ref": 7110 + }, + "13": { + "Dice": 0.7037560011296244, + "FN": 1955, + "FP": 143, + "IoU": 0.5429193899782135, + "TN": 521106, + "TP": 2492, + "n_pred": 2635, + "n_ref": 4447 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9829067900651619, + "FN": 77, + "FP": 285, + "IoU": 0.9663881151346332, + "TN": 514926, + "TP": 10408, + "n_pred": 10693, + "n_ref": 10485 + }, + "3": { + "Dice": 0.9621977298897845, + "FN": 369, + "FP": 780, + "IoU": 0.9271493786457012, + "TN": 509924, + "TP": 14623, + "n_pred": 15403, + "n_ref": 14992 + }, + "4": { + "Dice": 0.6110488208129834, + "FN": 20085, + "FP": 382, + "IoU": 0.4399354203152364, + "TN": 489152, + "TP": 16077, + "n_pred": 16459, + "n_ref": 36162 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9709272191608925, + "FN": 4730, + "FP": 3796, + "IoU": 0.9434971337685145, + "TN": 374801, + "TP": 142369, + "n_pred": 146165, + "n_ref": 147099 + }, + "7": { + "Dice": 0.6667921403297448, + "FN": 3723, + "FP": 22833, + "IoU": 0.5001411711559094, + "TN": 472569, + "TP": 26571, + "n_pred": 49404, + "n_ref": 30294 + }, + "8": { + "Dice": 0.9778702946497163, + "FN": 589, + "FP": 304, + "IoU": 0.9566988314018329, + "TN": 505073, + "TP": 19730, + "n_pred": 20034, + "n_ref": 20319 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0153.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0153.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.6126679462571977, + "FN": 300, + "FP": 709, + "IoU": 0.4416159380188157, + "TN": 523889, + "TP": 798, + "n_pred": 1507, + "n_ref": 1098 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9605971794293731, + "FN": 1000, + "FP": 573, + "IoU": 0.9241818094182291, + "TN": 504949, + "TP": 19174, + "n_pred": 19747, + "n_ref": 20174 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9681622113324921, + "FN": 2122, + "FP": 1133, + "IoU": 0.938289159367535, + "TN": 472950, + "TP": 49491, + "n_pred": 50624, + "n_ref": 51613 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9649671674631278, + "FN": 1097, + "FP": 941, + "IoU": 0.932305852653956, + "TN": 495590, + "TP": 28068, + "n_pred": 29009, + "n_ref": 29165 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0160.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0160.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9119206430648196, + "FN": 1566, + "FP": 494, + "IoU": 0.8381012260295505, + "TN": 512972, + "TP": 10664, + "n_pred": 11158, + "n_ref": 12230 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8970923221224708, + "FN": 2377, + "FP": 2231, + "IoU": 0.8133884096707569, + "TN": 501003, + "TP": 20085, + "n_pred": 22316, + "n_ref": 22462 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9503854516702905, + "FN": 241, + "FP": 10, + "IoU": 0.9054613935969869, + "TN": 523041, + "TP": 2404, + "n_pred": 2414, + "n_ref": 2645 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1091, + "IoU": 0.0, + "TN": 524605, + "TP": 0, + "n_pred": 1091, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9517521584560691, + "FN": 528, + "FP": 1277, + "IoU": 0.9079457364341085, + "TN": 506088, + "TP": 17803, + "n_pred": 19080, + "n_ref": 18331 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0170.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0170.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8719855445131698, + "FN": 2162, + "FP": 8890, + "IoU": 0.7730269237878135, + "TN": 477003, + "TP": 37641, + "n_pred": 46531, + "n_ref": 39803 + }, + "15": { + "Dice": 0.9389636458255892, + "FN": 1083, + "FP": 559, + "IoU": 0.8849495515695067, + "TN": 511424, + "TP": 12630, + "n_pred": 13189, + "n_ref": 13713 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0175.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0175.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.638715060492282, + "FN": 157, + "FP": 1575, + "IoU": 0.4692001225865768, + "TN": 522433, + "TP": 1531, + "n_pred": 3106, + "n_ref": 1688 + }, + "10": { + "Dice": 0.8425589836660617, + "FN": 962, + "FP": 426, + "IoU": 0.7279498235985888, + "TN": 520594, + "TP": 3714, + "n_pred": 4140, + "n_ref": 4676 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8410306271268838, + "FN": 271, + "FP": 56, + "IoU": 0.7256711409395973, + "TN": 524504, + "TP": 865, + "n_pred": 921, + "n_ref": 1136 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 10222, + "IoU": 0.0, + "TN": 515474, + "TP": 0, + "n_pred": 10222, + "n_ref": 0 + }, + "3": { + "Dice": 0.8787163820849926, + "FN": 17071, + "FP": 715, + "IoU": 0.7836700439081942, + "TN": 443479, + "TP": 64431, + "n_pred": 65146, + "n_ref": 81502 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.8622754491017964, + "FN": 23, + "FP": 0, + "IoU": 0.7578947368421053, + "TN": 525601, + "TP": 72, + "n_pred": 72, + "n_ref": 95 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0181.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0181.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9213092678265025, + "FN": 557, + "FP": 3066, + "IoU": 0.8540995489690721, + "TN": 676096, + "TP": 21209, + "n_pred": 24275, + "n_ref": 21766 + }, + "11": { + "Dice": 0.0, + "FN": 146, + "FP": 0, + "IoU": 0.0, + "TN": 700782, + "TP": 0, + "n_pred": 0, + "n_ref": 146 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8381587452794883, + "FN": 3551, + "FP": 1206, + "IoU": 0.7214055636896047, + "TN": 683853, + "TP": 12318, + "n_pred": 13524, + "n_ref": 15869 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9465930018416207, + "FN": 10, + "FP": 19, + "IoU": 0.8986013986013986, + "TN": 700642, + "TP": 257, + "n_pred": 276, + "n_ref": 267 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9620415491151577, + "FN": 149, + "FP": 147, + "IoU": 0.9268594020261922, + "TN": 696881, + "TP": 3751, + "n_pred": 3898, + "n_ref": 3900 + }, + "9": { + "Dice": 0.8386105658444994, + "FN": 1170, + "FP": 721, + "IoU": 0.7220752498530276, + "TN": 694124, + "TP": 4913, + "n_pred": 5634, + "n_ref": 6083 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0199.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0199.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 32, + "IoU": 0.0, + "TN": 525664, + "TP": 0, + "n_pred": 32, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9559404873140228, + "FN": 444, + "FP": 169, + "IoU": 0.9155996144843729, + "TN": 518433, + "TP": 6650, + "n_pred": 6819, + "n_ref": 7094 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0237.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0237.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 93, + "IoU": 0.0, + "TN": 700835, + "TP": 0, + "n_pred": 93, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1136, + "IoU": 0.0, + "TN": 699792, + "TP": 0, + "n_pred": 1136, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 81, + "IoU": 0.0, + "TN": 700847, + "TP": 0, + "n_pred": 81, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 863, + "IoU": 0.0, + "TN": 700065, + "TP": 0, + "n_pred": 863, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.5447180816591056, + "FN": 9336, + "FP": 1904, + "IoU": 0.3743041638833222, + "TN": 682964, + "TP": 6724, + "n_pred": 8628, + "n_ref": 16060 + }, + "6": { + "Dice": 0.003272888102609465, + "FN": 0, + "FP": 22536, + "IoU": 0.0016391263899348779, + "TN": 678355, + "TP": 37, + "n_pred": 22573, + "n_ref": 37 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.7421335284706115, + "FN": 19817, + "FP": 974, + "IoU": 0.5899938866867814, + "TN": 650219, + "TP": 29918, + "n_pred": 30892, + "n_ref": 49735 + }, + "9": { + "Dice": 0.5693015108386249, + "FN": 1755, + "FP": 212, + "IoU": 0.39791857973676154, + "TN": 697661, + "TP": 1300, + "n_pred": 1512, + "n_ref": 3055 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0245.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0245.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9701463233166618, + "FN": 3451, + "FP": 2327, + "IoU": 0.9420234595277992, + "TN": 426035, + "TP": 93883, + "n_pred": 96210, + "n_ref": 97334 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9472811823748791, + "FN": 694, + "FP": 451, + "IoU": 0.8998425472358292, + "TN": 514264, + "TP": 10287, + "n_pred": 10738, + "n_ref": 10981 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0249.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0249.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9755706848217861, + "FN": 588, + "FP": 1486, + "IoU": 0.9523064894448788, + "TN": 482210, + "TP": 41412, + "n_pred": 42898, + "n_ref": 42000 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 661, + "IoU": 0.0, + "TN": 525035, + "TP": 0, + "n_pred": 661, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.4937339138383085, + "FN": 19745, + "FP": 1302, + "IoU": 0.3277866496327052, + "TN": 494386, + "TP": 10263, + "n_pred": 11565, + "n_ref": 30008 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8973019271948608, + "FN": 1772, + "FP": 626, + "IoU": 0.8137331054839211, + "TN": 512822, + "TP": 10476, + "n_pred": 11102, + "n_ref": 12248 + }, + "3": { + "Dice": 0.9693846923461731, + "FN": 118, + "FP": 494, + "IoU": 0.9405882923987963, + "TN": 515395, + "TP": 9689, + "n_pred": 10183, + "n_ref": 9807 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9421397379912664, + "FN": 165, + "FP": 47, + "IoU": 0.890608875128999, + "TN": 523758, + "TP": 1726, + "n_pred": 1773, + "n_ref": 1891 + }, + "9": { + "Dice": 0.9381239985208923, + "FN": 393, + "FP": 611, + "IoU": 0.8834590829947766, + "TN": 517081, + "TP": 7611, + "n_pred": 8222, + "n_ref": 8004 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0279.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0279.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9680881213747237, + "FN": 818, + "FP": 2560, + "IoU": 0.9381499926761389, + "TN": 821544, + "TP": 51238, + "n_pred": 53798, + "n_ref": 52056 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 876158, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "11": { + "Dice": 0.6965794768611671, + "FN": 1263, + "FP": 245, + "IoU": 0.5344242050015436, + "TN": 872921, + "TP": 1731, + "n_pred": 1976, + "n_ref": 2994 + }, + "12": { + "Dice": 0.7714285714285715, + "FN": 6, + "FP": 10, + "IoU": 0.627906976744186, + "TN": 876117, + "TP": 27, + "n_pred": 37, + "n_ref": 33 + }, + "13": { + "Dice": 0.5313904820957991, + "FN": 2635, + "FP": 388, + "IoU": 0.36183238336499896, + "TN": 871423, + "TP": 1714, + "n_pred": 2102, + "n_ref": 4349 + }, + "14": { + "Dice": 0.20134228187919462, + "FN": 3, + "FP": 116, + "IoU": 0.11194029850746269, + "TN": 876026, + "TP": 15, + "n_pred": 131, + "n_ref": 18 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9336610926027752, + "FN": 1239, + "FP": 812, + "IoU": 0.8755763164280514, + "TN": 859676, + "TP": 14433, + "n_pred": 15245, + "n_ref": 15672 + }, + "3": { + "Dice": 0.8901408450704226, + "FN": 39, + "FP": 78, + "IoU": 0.8020304568527918, + "TN": 875569, + "TP": 474, + "n_pred": 552, + "n_ref": 513 + }, + "4": { + "Dice": 0.5652830188679245, + "FN": 1051, + "FP": 101, + "IoU": 0.3940031562335613, + "TN": 874259, + "TP": 749, + "n_pred": 850, + "n_ref": 1800 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9768597868291103, + "FN": 3487, + "FP": 2872, + "IoU": 0.9547662913195951, + "TN": 735579, + "TP": 134222, + "n_pred": 137094, + "n_ref": 137709 + }, + "7": { + "Dice": 0.9658967651374976, + "FN": 999, + "FP": 1139, + "IoU": 0.9340428813820763, + "TN": 843745, + "TP": 30277, + "n_pred": 31416, + "n_ref": 31276 + }, + "8": { + "Dice": 0.5724381625441696, + "FN": 121, + "FP": 0, + "IoU": 0.400990099009901, + "TN": 875958, + "TP": 81, + "n_pred": 81, + "n_ref": 202 + }, + "9": { + "Dice": 0.9203618898693176, + "FN": 1491, + "FP": 1361, + "IoU": 0.8524725843161597, + "TN": 856828, + "TP": 16480, + "n_pred": 17841, + "n_ref": 17971 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0281.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0281.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.5093293227428679, + "FN": 6497, + "FP": 14383, + "IoU": 0.3416779644985339, + "TN": 669211, + "TP": 10837, + "n_pred": 25220, + "n_ref": 17334 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 33, + "IoU": 0.0, + "TN": 700895, + "TP": 0, + "n_pred": 33, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 5014, + "IoU": 0.0, + "TN": 695914, + "TP": 0, + "n_pred": 5014, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6269129827192474, + "FN": 17854, + "FP": 4038, + "IoU": 0.4565719250341318, + "TN": 660643, + "TP": 18393, + "n_pred": 22431, + "n_ref": 36247 + }, + "6": { + "Dice": 0.7314566055367364, + "FN": 932, + "FP": 8264, + "IoU": 0.5766114180478822, + "TN": 679208, + "TP": 12524, + "n_pred": 20788, + "n_ref": 13456 + }, + "7": { + "Dice": 0.37536381560416865, + "FN": 1017, + "FP": 12289, + "IoU": 0.23104484512251502, + "TN": 683624, + "TP": 3998, + "n_pred": 16287, + "n_ref": 5015 + }, + "8": { + "Dice": 0.9701138131499222, + "FN": 2112, + "FP": 808, + "IoU": 0.9419621561456512, + "TN": 650616, + "TP": 47392, + "n_pred": 48200, + "n_ref": 49504 + }, + "9": { + "Dice": 0.9309458218549128, + "FN": 483, + "FP": 269, + "IoU": 0.8708125751589074, + "TN": 695107, + "TP": 5069, + "n_pred": 5338, + "n_ref": 5552 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0294.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0294.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9422689317592859, + "FN": 678, + "FP": 124, + "IoU": 0.8908397985572343, + "TN": 518349, + "TP": 6545, + "n_pred": 6669, + "n_ref": 7223 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.851537607847349, + "FN": 3235, + "FP": 5059, + "IoU": 0.7414588528678304, + "TN": 493616, + "TP": 23786, + "n_pred": 28845, + "n_ref": 27021 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1158, + "IoU": 0.0, + "TN": 524538, + "TP": 0, + "n_pred": 1158, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 17, + "FP": 17, + "IoU": 0.0, + "TN": 525662, + "TP": 0, + "n_pred": 17, + "n_ref": 17 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.624922504649721, + "FN": 593, + "FP": 12, + "IoU": 0.454463480613165, + "TN": 524587, + "TP": 504, + "n_pred": 516, + "n_ref": 1097 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0299.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0299.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.669904299385802, + "FN": 6732, + "FP": 201, + "IoU": 0.5036512027491409, + "TN": 686960, + "TP": 7035, + "n_pred": 7236, + "n_ref": 13767 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.22500467202392077, + "FN": 7554, + "FP": 740, + "IoU": 0.12676352916403452, + "TN": 691430, + "TP": 1204, + "n_pred": 1944, + "n_ref": 8758 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.28645200486026734, + "FN": 14080, + "FP": 14, + "IoU": 0.16716894167700763, + "TN": 684005, + "TP": 2829, + "n_pred": 2843, + "n_ref": 16909 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 13163, + "IoU": 0.0, + "TN": 687765, + "TP": 0, + "n_pred": 13163, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 1115, + "FP": 0, + "IoU": 0.0, + "TN": 699813, + "TP": 0, + "n_pred": 0, + "n_ref": 1115 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 2058, + "IoU": 0.0, + "TN": 698870, + "TP": 0, + "n_pred": 2058, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.2421812349639134, + "FN": 708, + "FP": 3072, + "IoU": 0.13777372262773724, + "TN": 696544, + "TP": 604, + "n_pred": 3676, + "n_ref": 1312 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0330.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0330.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9336467184957512, + "FN": 88, + "FP": 646, + "IoU": 0.8755510342488979, + "TN": 519798, + "TP": 5164, + "n_pred": 5810, + "n_ref": 5252 + }, + "10": { + "Dice": 0.8902116402116402, + "FN": 1095, + "FP": 731, + "IoU": 0.8021454112038141, + "TN": 516467, + "TP": 7403, + "n_pred": 8134, + "n_ref": 8498 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7319716548561901, + "FN": 1501, + "FP": 428, + "IoU": 0.5772518080210388, + "TN": 521133, + "TP": 2634, + "n_pred": 3062, + "n_ref": 4135 + }, + "13": { + "Dice": 0.29193899782135074, + "FN": 325, + "FP": 0, + "IoU": 0.17091836734693877, + "TN": 525304, + "TP": 67, + "n_pred": 67, + "n_ref": 392 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.7386895475819033, + "FN": 670, + "FP": 0, + "IoU": 0.5856524427952999, + "TN": 524079, + "TP": 947, + "n_pred": 947, + "n_ref": 1617 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9397505571411815, + "FN": 1417, + "FP": 124, + "IoU": 0.886348550778081, + "TN": 512137, + "TP": 12018, + "n_pred": 12142, + "n_ref": 13435 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9700759267530147, + "FN": 63, + "FP": 4, + "IoU": 0.9418907198612315, + "TN": 524543, + "TP": 1086, + "n_pred": 1090, + "n_ref": 1149 + }, + "7": { + "Dice": 0.7623152709359606, + "FN": 14656, + "FP": 12, + "IoU": 0.6159203980099502, + "TN": 487506, + "TP": 23522, + "n_pred": 23534, + "n_ref": 38178 + }, + "8": { + "Dice": 0.971311337571049, + "FN": 107, + "FP": 746, + "IoU": 0.9442228470542078, + "TN": 510403, + "TP": 14440, + "n_pred": 15186, + "n_ref": 14547 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0341.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0341.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8624126112791625, + "FN": 17771, + "FP": 1378, + "IoU": 0.7581066912572793, + "TN": 446533, + "TP": 60014, + "n_pred": 61392, + "n_ref": 77785 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 16035, + "IoU": 0.0, + "TN": 509661, + "TP": 0, + "n_pred": 16035, + "n_ref": 0 + }, + "4": { + "Dice": 0.9389363099146422, + "FN": 813, + "FP": 396, + "IoU": 0.8849009900990099, + "TN": 515192, + "TP": 9295, + "n_pred": 9691, + "n_ref": 10108 + }, + "5": { + "Dice": 0.9394691617338171, + "FN": 158, + "FP": 159, + "IoU": 0.8858480374504861, + "TN": 522919, + "TP": 2460, + "n_pred": 2619, + "n_ref": 2618 + }, + "6": { + "Dice": 0.9843901126165906, + "FN": 1480, + "FP": 2232, + "IoU": 0.9692600720467062, + "TN": 404941, + "TP": 117043, + "n_pred": 119275, + "n_ref": 118523 + }, + "7": { + "Dice": 0.8450395822806132, + "FN": 1832, + "FP": 8, + "IoU": 0.7316610762724224, + "TN": 518839, + "TP": 5017, + "n_pred": 5025, + "n_ref": 6849 + }, + "8": { + "Dice": 0.9698342673184691, + "FN": 236, + "FP": 1282, + "IoU": 0.9414351851851852, + "TN": 499776, + "TP": 24402, + "n_pred": 25684, + "n_ref": 24638 + }, + "9": { + "Dice": 0.0, + "FN": 9, + "FP": 0, + "IoU": 0.0, + "TN": 525687, + "TP": 0, + "n_pred": 0, + "n_ref": 9 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0379.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0379.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9647979139504563, + "FN": 10, + "FP": 17, + "IoU": 0.9319899244332494, + "TN": 700531, + "TP": 370, + "n_pred": 387, + "n_ref": 380 + }, + "10": { + "Dice": 0.8074844074844075, + "FN": 362, + "FP": 1953, + "IoU": 0.6771269177126917, + "TN": 693758, + "TP": 4855, + "n_pred": 6808, + "n_ref": 5217 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7764106915570641, + "FN": 511, + "FP": 16, + "IoU": 0.6345353675450763, + "TN": 699486, + "TP": 915, + "n_pred": 931, + "n_ref": 1426 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9707290525692163, + "FN": 1956, + "FP": 2293, + "IoU": 0.9431229502710662, + "TN": 626223, + "TP": 70456, + "n_pred": 72749, + "n_ref": 72412 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0391.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0391.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": 0.6039539038179967, + "FN": 1196.1711111111113, + "FP": 1029.888888888889, + "IoU": 0.5264303764179512, + "TN": 587492.1044444444, + "TP": 6070.635555555555, + "n_pred": 7100.524444444444, + "n_ref": 7266.806666666667 + }, + "mean": { + "1": { + "Dice": 0.7962713920370685, + "FN": 770.1666666666666, + "FP": 710.1666666666666, + "IoU": 0.7632762436379856, + "TN": 581279.8, + "TP": 13028.666666666666, + "n_pred": 13738.833333333334, + "n_ref": 13798.833333333334 + }, + "10": { + "Dice": 0.7174328411152329, + "FN": 1106.3666666666666, + "FP": 1745.6, + "IoU": 0.6078377129954299, + "TN": 586570.5, + "TP": 6366.333333333333, + "n_pred": 8111.933333333333, + "n_ref": 7472.7 + }, + "11": { + "Dice": 0.7192192602105594, + "FN": 123.5, + "FP": 65.23333333333333, + "IoU": 0.574462997429207, + "TN": 595356.6, + "TP": 243.46666666666667, + "n_pred": 308.7, + "n_ref": 366.96666666666664 + }, + "12": { + "Dice": 0.6127733637769566, + "FN": 218.16666666666666, + "FP": 67.76666666666667, + "IoU": 0.4808381651902287, + "TN": 595070.0333333333, + "TP": 432.8333333333333, + "n_pred": 500.6, + "n_ref": 651.0 + }, + "13": { + "Dice": 0.5155639135882668, + "FN": 1434.6, + "FP": 1244.4, + "IoU": 0.4030729336346312, + "TN": 590198.6333333333, + "TP": 2911.1666666666665, + "n_pred": 4155.566666666667, + "n_ref": 4345.766666666666 + }, + "14": { + "Dice": 0.46950386480623035, + "FN": 1314.3666666666666, + "FP": 129.73333333333332, + "IoU": 0.39426233361157725, + "TN": 591805.1333333333, + "TP": 2539.5666666666666, + "n_pred": 2669.3, + "n_ref": 3853.9333333333334 + }, + "15": { + "Dice": 0.34682272992404833, + "FN": 1936.8, + "FP": 489.06666666666666, + "IoU": 0.260748834150958, + "TN": 592110.0666666667, + "TP": 1252.8666666666666, + "n_pred": 1741.9333333333334, + "n_ref": 3189.6666666666665 + }, + "2": { + "Dice": 0.8075415328298343, + "FN": 347.6333333333333, + "FP": 392.6, + "IoU": 0.7475791587004276, + "TN": 586554.3, + "TP": 8494.266666666666, + "n_pred": 8886.866666666667, + "n_ref": 8841.9 + }, + "3": { + "Dice": 0.6127069755581916, + "FN": 324.8, + "FP": 2065.766666666667, + "IoU": 0.5856888870362228, + "TN": 588491.9, + "TP": 4906.333333333333, + "n_pred": 6972.1, + "n_ref": 5231.133333333333 + }, + "4": { + "Dice": 0.26119569330923437, + "FN": 570.6, + "FP": 150.33333333333334, + "IoU": 0.2199737525851, + "TN": 593821.1666666666, + "TP": 1246.7, + "n_pred": 1397.0333333333333, + "n_ref": 1817.3 + }, + "5": { + "Dice": 0.5321404028399461, + "FN": 417.1, + "FP": 57.96666666666667, + "IoU": 0.4408843934124221, + "TN": 594609.1333333333, + "TP": 704.6, + "n_pred": 762.5666666666667, + "n_ref": 1121.7 + }, + "6": { + "Dice": 0.612217939701937, + "FN": 2300.9333333333334, + "FP": 6342.233333333334, + "IoU": 0.5635714130794356, + "TN": 556897.9333333333, + "TP": 30247.7, + "n_pred": 36589.933333333334, + "n_ref": 32548.633333333335 + }, + "7": { + "Dice": 0.4830804348761005, + "FN": 6219.1, + "FP": 1393.0, + "IoU": 0.407381010336805, + "TN": 579793.9333333333, + "TP": 8382.766666666666, + "n_pred": 9775.766666666666, + "n_ref": 14601.866666666667 + }, + "8": { + "Dice": 0.8980258287444904, + "FN": 295.6, + "FP": 258.0, + "IoU": 0.8355101278750031, + "TN": 589107.6333333333, + "TP": 6127.566666666667, + "n_pred": 6385.566666666667, + "n_ref": 6423.166666666667 + }, + "9": { + "Dice": 0.6748123839518526, + "FN": 562.8333333333334, + "FP": 336.46666666666664, + "IoU": 0.6113676825938357, + "TN": 590714.8, + "TP": 4174.7, + "n_pred": 4511.166666666667, + "n_ref": 4737.533333333334 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9651406134773683, + "FN": 725, + "FP": 1024, + "IoU": 0.9326297138014714, + "TN": 499735, + "TP": 24212, + "n_pred": 25236, + "n_ref": 24937 + }, + "10": { + "Dice": 0.8454199842192095, + "FN": 2446, + "FP": 1864, + "IoU": 0.7322316103379721, + "TN": 509600, + "TP": 11786, + "n_pred": 13650, + "n_ref": 14232 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7488454706927176, + "FN": 974, + "FP": 440, + "IoU": 0.5985235661555934, + "TN": 522174, + "TP": 2108, + "n_pred": 2548, + "n_ref": 3082 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 556, + "IoU": 0.0, + "TN": 525140, + "TP": 0, + "n_pred": 556, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9380313295645795, + "FN": 1951, + "FP": 921, + "IoU": 0.8832947295704824, + "TN": 501087, + "TP": 21737, + "n_pred": 22658, + "n_ref": 23688 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9182785747339195, + "FN": 1228, + "FP": 538, + "IoU": 0.8489048596851472, + "TN": 514008, + "TP": 9922, + "n_pred": 10460, + "n_ref": 11150 + }, + "7": { + "Dice": 0.7734629823373746, + "FN": 3021, + "FP": 660, + "IoU": 0.6306071249372804, + "TN": 515731, + "TP": 6284, + "n_pred": 6944, + "n_ref": 9305 + }, + "8": { + "Dice": 0.9512609942174061, + "FN": 379, + "FP": 624, + "IoU": 0.907052173107219, + "TN": 514905, + "TP": 9788, + "n_pred": 10412, + "n_ref": 10167 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0004.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0004.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.60712719984969, + "FN": 3009, + "FP": 3264, + "IoU": 0.4358812949640288, + "TN": 689808, + "TP": 4847, + "n_pred": 8111, + "n_ref": 7856 + }, + "11": { + "Dice": 0.484593837535014, + "FN": 1559, + "FP": 281, + "IoU": 0.3197781885397412, + "TN": 698223, + "TP": 865, + "n_pred": 1146, + "n_ref": 2424 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5031537450722733, + "FN": 11095, + "FP": 4029, + "IoU": 0.3361425686945834, + "TN": 678146, + "TP": 7658, + "n_pred": 11687, + "n_ref": 18753 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.855380882575949, + "FN": 1083, + "FP": 1778, + "IoU": 0.7473061296590708, + "TN": 689606, + "TP": 8461, + "n_pred": 10239, + "n_ref": 9544 + }, + "3": { + "Dice": 0.0, + "FN": 591, + "FP": 0, + "IoU": 0.0, + "TN": 700337, + "TP": 0, + "n_pred": 0, + "n_ref": 591 + }, + "4": { + "Dice": 0.731054153626748, + "FN": 11302, + "FP": 2276, + "IoU": 0.5761113886113887, + "TN": 668896, + "TP": 18454, + "n_pred": 20730, + "n_ref": 29756 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9317981218044037, + "FN": 4038, + "FP": 4539, + "IoU": 0.8723052644116246, + "TN": 633760, + "TP": 58591, + "n_pred": 63130, + "n_ref": 62629 + }, + "7": { + "Dice": 0.0, + "FN": 1939, + "FP": 0, + "IoU": 0.0, + "TN": 698989, + "TP": 0, + "n_pred": 0, + "n_ref": 1939 + }, + "8": { + "Dice": 0.45054945054945056, + "FN": 2, + "FP": 198, + "IoU": 0.2907801418439716, + "TN": 700646, + "TP": 82, + "n_pred": 280, + "n_ref": 84 + }, + "9": { + "Dice": 0.6993901008679334, + "FN": 2610, + "FP": 2516, + "IoU": 0.5377401028045811, + "TN": 689839, + "TP": 5963, + "n_pred": 8479, + "n_ref": 8573 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0005.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0005.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0818048422597212, + "FN": 385, + "FP": 4621, + "IoU": 0.04264677758653662, + "TN": 695699, + "TP": 223, + "n_pred": 4844, + "n_ref": 608 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.6990993651262365, + "FN": 562, + "FP": 3514, + "IoU": 0.5373964362728407, + "TN": 692117, + "TP": 4735, + "n_pred": 8249, + "n_ref": 5297 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 39800, + "IoU": 0.0, + "TN": 661128, + "TP": 0, + "n_pred": 39800, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 87, + "IoU": 0.0, + "TN": 700841, + "TP": 0, + "n_pred": 87, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 688, + "IoU": 0.0, + "TN": 700240, + "TP": 0, + "n_pred": 688, + "n_ref": 0 + }, + "8": { + "Dice": 0.7999251123315028, + "FN": 2331, + "FP": 875, + "IoU": 0.6665626625065003, + "TN": 691313, + "TP": 6409, + "n_pred": 7284, + "n_ref": 8740 + }, + "9": { + "Dice": 0.7542468856172141, + "FN": 1360, + "FP": 2112, + "IoU": 0.6054545454545455, + "TN": 692128, + "TP": 5328, + "n_pred": 7440, + "n_ref": 6688 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0016.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0016.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.39744272775705913, + "FN": 1119, + "FP": 12, + "IoU": 0.24800531914893617, + "TN": 524192, + "TP": 373, + "n_pred": 385, + "n_ref": 1492 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0030.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0030.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0081.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0081.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8271118614393798, + "FN": 2391, + "FP": 3139, + "IoU": 0.7051924512208124, + "TN": 682170, + "TP": 13228, + "n_pred": 16367, + "n_ref": 15619 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.3933524928151943, + "FN": 2496, + "FP": 2359, + "IoU": 0.24482812256960648, + "TN": 694499, + "TP": 1574, + "n_pred": 3933, + "n_ref": 4070 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.16450603486812695, + "FN": 1869, + "FP": 0, + "IoU": 0.08962493911349245, + "TN": 698875, + "TP": 184, + "n_pred": 184, + "n_ref": 2053 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9796063395527937, + "FN": 2230, + "FP": 2706, + "IoU": 0.960027857408937, + "TN": 577442, + "TP": 118550, + "n_pred": 121256, + "n_ref": 120780 + }, + "7": { + "Dice": 0.36071420380266506, + "FN": 110729, + "FP": 765, + "IoU": 0.22004351202177, + "TN": 557979, + "TP": 31455, + "n_pred": 32220, + "n_ref": 142184 + }, + "8": { + "Dice": 0.8651162790697674, + "FN": 4, + "FP": 25, + "IoU": 0.7622950819672131, + "TN": 700806, + "TP": 93, + "n_pred": 118, + "n_ref": 97 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0103.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0103.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.47905452843435525, + "FN": 4308, + "FP": 144, + "IoU": 0.3149715340821665, + "TN": 519197, + "TP": 2047, + "n_pred": 2191, + "n_ref": 6355 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 77, + "IoU": 0.0, + "TN": 525619, + "TP": 0, + "n_pred": 77, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9715979777124858, + "FN": 594, + "FP": 479, + "IoU": 0.944764748275507, + "TN": 506270, + "TP": 18353, + "n_pred": 18832, + "n_ref": 18947 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0116.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0116.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 14, + "FP": 0, + "IoU": 0.0, + "TN": 525682, + "TP": 0, + "n_pred": 0, + "n_ref": 14 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9850236562199851, + "FN": 254, + "FP": 167, + "IoU": 0.9704892751997757, + "TN": 511430, + "TP": 13845, + "n_pred": 14012, + "n_ref": 14099 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0119.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0119.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8373995866271761, + "FN": 3904, + "FP": 3727, + "IoU": 0.7202815146072358, + "TN": 498415, + "TP": 19650, + "n_pred": 23377, + "n_ref": 23554 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 75, + "FP": 0, + "IoU": 0.0, + "TN": 525621, + "TP": 0, + "n_pred": 0, + "n_ref": 75 + }, + "13": { + "Dice": 0.2815418239618518, + "FN": 6605, + "FP": 627, + "IoU": 0.16383396924499943, + "TN": 517047, + "TP": 1417, + "n_pred": 2044, + "n_ref": 8022 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9733737456679507, + "FN": 5392, + "FP": 3428, + "IoU": 0.9481286315838999, + "TN": 355660, + "TP": 161216, + "n_pred": 164644, + "n_ref": 166608 + }, + "7": { + "Dice": 0.37458550450023687, + "FN": 4245, + "FP": 6317, + "IoU": 0.23045537340619307, + "TN": 511971, + "TP": 3163, + "n_pred": 9480, + "n_ref": 7408 + }, + "8": { + "Dice": 0.9133910726182545, + "FN": 306, + "FP": 214, + "IoU": 0.8405885959534029, + "TN": 522434, + "TP": 2742, + "n_pred": 2956, + "n_ref": 3048 + }, + "9": { + "Dice": 0.9468694449930871, + "FN": 504, + "FP": 303, + "IoU": 0.8990997749437359, + "TN": 517698, + "TP": 7191, + "n_pred": 7494, + "n_ref": 7695 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0133.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0133.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9100109397983308, + "FN": 13913, + "FP": 8050, + "IoU": 0.8348808011247021, + "TN": 567915, + "TP": 111050, + "n_pred": 119100, + "n_ref": 124963 + }, + "10": { + "Dice": 0.1969622733953944, + "FN": 320, + "FP": 2958, + "IoU": 0.1092391304347826, + "TN": 697248, + "TP": 402, + "n_pred": 3360, + "n_ref": 722 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3623, + "IoU": 0.0, + "TN": 697305, + "TP": 0, + "n_pred": 3623, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 12390, + "IoU": 0.0, + "TN": 688538, + "TP": 0, + "n_pred": 12390, + "n_ref": 0 + }, + "7": { + "Dice": 0.1755997675641274, + "FN": 29714, + "FP": 79, + "IoU": 0.09625068252138567, + "TN": 667962, + "TP": 3173, + "n_pred": 3252, + "n_ref": 32887 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0138.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0138.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9039692701664532, + "FN": 63, + "FP": 162, + "IoU": 0.8247663551401869, + "TN": 524412, + "TP": 1059, + "n_pred": 1221, + "n_ref": 1122 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0142.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0142.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9734311560652468, + "FN": 184, + "FP": 189, + "IoU": 0.9482375797946156, + "TN": 693722, + "TP": 6833, + "n_pred": 7022, + "n_ref": 7017 + }, + "10": { + "Dice": 0.7832334388986312, + "FN": 6333, + "FP": 10231, + "IoU": 0.6437006603712706, + "TN": 654439, + "TP": 29925, + "n_pred": 40156, + "n_ref": 36258 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8375279642058165, + "FN": 947, + "FP": 215, + "IoU": 0.7204714938657686, + "TN": 696771, + "TP": 2995, + "n_pred": 3210, + "n_ref": 3942 + }, + "13": { + "Dice": 0.6893779976871599, + "FN": 13162, + "FP": 3223, + "IoU": 0.5259929991031909, + "TN": 666361, + "TP": 18182, + "n_pred": 21405, + "n_ref": 31344 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9728111443758783, + "FN": 304, + "FP": 141, + "IoU": 0.9470616226504878, + "TN": 692522, + "TP": 7961, + "n_pred": 8102, + "n_ref": 8265 + }, + "3": { + "Dice": 0.9728632084179435, + "FN": 1323, + "FP": 588, + "IoU": 0.9471603163191948, + "TN": 664762, + "TP": 34255, + "n_pred": 34843, + "n_ref": 35578 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 82, + "FP": 0, + "IoU": 0.0, + "TN": 700846, + "TP": 0, + "n_pred": 0, + "n_ref": 82 + }, + "6": { + "Dice": 0.9380486738104908, + "FN": 2439, + "FP": 1527, + "IoU": 0.8833254883502001, + "TN": 666936, + "TP": 30026, + "n_pred": 31553, + "n_ref": 32465 + }, + "7": { + "Dice": 0.721882482119165, + "FN": 12485, + "FP": 5752, + "IoU": 0.5648013363560435, + "TN": 659023, + "TP": 23668, + "n_pred": 29420, + "n_ref": 36153 + }, + "8": { + "Dice": 0.9723295275703208, + "FN": 850, + "FP": 117, + "IoU": 0.9461491340424347, + "TN": 682971, + "TP": 16990, + "n_pred": 17107, + "n_ref": 17840 + }, + "9": { + "Dice": 0.967603479372617, + "FN": 428, + "FP": 991, + "IoU": 0.9372401592215833, + "TN": 678318, + "TP": 21191, + "n_pred": 22182, + "n_ref": 21619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0158.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0158.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 3417, + "IoU": 0.0, + "TN": 522279, + "TP": 0, + "n_pred": 3417, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 3036, + "IoU": 0.0, + "TN": 522660, + "TP": 0, + "n_pred": 3036, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1382, + "IoU": 0.0, + "TN": 524314, + "TP": 0, + "n_pred": 1382, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 13583, + "IoU": 0.0, + "TN": 512113, + "TP": 0, + "n_pred": 13583, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 370, + "IoU": 0.0, + "TN": 525326, + "TP": 0, + "n_pred": 370, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1292, + "IoU": 0.0, + "TN": 524404, + "TP": 0, + "n_pred": 1292, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0171.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0171.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8781375269811903, + "FN": 3856, + "FP": 4048, + "IoU": 0.7827497113957451, + "TN": 489314, + "TP": 28478, + "n_pred": 32526, + "n_ref": 32334 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9168515396219717, + "FN": 1715, + "FP": 1096, + "IoU": 0.8464689496968704, + "TN": 507387, + "TP": 15498, + "n_pred": 16594, + "n_ref": 17213 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 8, + "FP": 6, + "IoU": 0.0, + "TN": 525682, + "TP": 0, + "n_pred": 6, + "n_ref": 8 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9330677290836653, + "FN": 1022, + "FP": 1330, + "IoU": 0.8745332337565347, + "TN": 506950, + "TP": 16394, + "n_pred": 17724, + "n_ref": 17416 + }, + "7": { + "Dice": 0.6498046026921407, + "FN": 53, + "FP": 3173, + "IoU": 0.48126708474031193, + "TN": 519477, + "TP": 2993, + "n_pred": 6166, + "n_ref": 3046 + }, + "8": { + "Dice": 0.7555555555555555, + "FN": 44, + "FP": 0, + "IoU": 0.6071428571428571, + "TN": 525584, + "TP": 68, + "n_pred": 68, + "n_ref": 112 + }, + "9": { + "Dice": 0.9518877695132285, + "FN": 302, + "FP": 209, + "IoU": 0.9081925979159181, + "TN": 520130, + "TP": 5055, + "n_pred": 5264, + "n_ref": 5357 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0179.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0179.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9716981132075472, + "FN": 846, + "FP": 354, + "IoU": 0.944954128440367, + "TN": 679128, + "TP": 20600, + "n_pred": 20954, + "n_ref": 21446 + }, + "10": { + "Dice": 0.7898726968571665, + "FN": 1725, + "FP": 15986, + "IoU": 0.6527186807584462, + "TN": 649929, + "TP": 33288, + "n_pred": 49274, + "n_ref": 35013 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6386779812416258, + "FN": 678, + "FP": 131, + "IoU": 0.46916010498687666, + "TN": 699404, + "TP": 715, + "n_pred": 846, + "n_ref": 1393 + }, + "13": { + "Dice": 0.8441259889535752, + "FN": 1967, + "FP": 3254, + "IoU": 0.7302923855770225, + "TN": 681570, + "TP": 14137, + "n_pred": 17391, + "n_ref": 16104 + }, + "14": { + "Dice": 0.9376897250796443, + "FN": 2186, + "FP": 3623, + "IoU": 0.8826891231471384, + "TN": 651410, + "TP": 43709, + "n_pred": 47332, + "n_ref": 45895 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 7558, + "IoU": 0.0, + "TN": 693370, + "TP": 0, + "n_pred": 7558, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9631971465629053, + "FN": 410, + "FP": 44, + "IoU": 0.929007036747459, + "TN": 694533, + "TP": 5941, + "n_pred": 5985, + "n_ref": 6351 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9786021870361866, + "FN": 1968, + "FP": 1247, + "IoU": 0.9581009226919669, + "TN": 624196, + "TP": 73517, + "n_pred": 74764, + "n_ref": 75485 + }, + "7": { + "Dice": 0.8231661394788372, + "FN": 10739, + "FP": 8045, + "IoU": 0.6994752335850506, + "TN": 638424, + "TP": 43720, + "n_pred": 51765, + "n_ref": 54459 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0180.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0180.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8929659953385526, + "FN": 219, + "FP": 1572, + "IoU": 0.8066292377456273, + "TN": 516434, + "TP": 7471, + "n_pred": 9043, + "n_ref": 7690 + }, + "11": { + "Dice": 0.8256704980842912, + "FN": 69, + "FP": 113, + "IoU": 0.7030995106035889, + "TN": 525083, + "TP": 431, + "n_pred": 544, + "n_ref": 500 + }, + "12": { + "Dice": 0.6835106382978723, + "FN": 198, + "FP": 40, + "IoU": 0.5191919191919192, + "TN": 525201, + "TP": 257, + "n_pred": 297, + "n_ref": 455 + }, + "13": { + "Dice": 0.7753149277970417, + "FN": 1352, + "FP": 3767, + "IoU": 0.6330728980001433, + "TN": 511745, + "TP": 8832, + "n_pred": 12599, + "n_ref": 10184 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 20, + "FP": 0, + "IoU": 0.0, + "TN": 525676, + "TP": 0, + "n_pred": 0, + "n_ref": 20 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8307324439969797, + "FN": 2397, + "FP": 293, + "IoU": 0.7104725002690776, + "TN": 516405, + "TP": 6601, + "n_pred": 6894, + "n_ref": 8998 + }, + "6": { + "Dice": 0.8310826725288529, + "FN": 1548, + "FP": 7058, + "IoU": 0.7109849884138765, + "TN": 495919, + "TP": 21171, + "n_pred": 28229, + "n_ref": 22719 + }, + "7": { + "Dice": 0.710376492194674, + "FN": 172, + "FP": 1405, + "IoU": 0.5508402164625463, + "TN": 522185, + "TP": 1934, + "n_pred": 3339, + "n_ref": 2106 + }, + "8": { + "Dice": 0.9649033857247479, + "FN": 1507, + "FP": 1608, + "IoU": 0.9321867856754109, + "TN": 479761, + "TP": 42820, + "n_pred": 44428, + "n_ref": 44327 + }, + "9": { + "Dice": 0.7531045409007245, + "FN": 9236, + "FP": 1361, + "IoU": 0.6039837064165328, + "TN": 498937, + "TP": 16162, + "n_pred": 17523, + "n_ref": 25398 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0186.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0186.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 19, + "IoU": 0.0, + "TN": 525677, + "TP": 0, + "n_pred": 19, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.7084227657617285, + "FN": 24724, + "FP": 0, + "IoU": 0.5484943114373892, + "TN": 470937, + "TP": 30035, + "n_pred": 30035, + "n_ref": 54759 + }, + "15": { + "Dice": 0.5032111474345599, + "FN": 39019, + "FP": 3835, + "IoU": 0.33619381021716904, + "TN": 461138, + "TP": 21704, + "n_pred": 25539, + "n_ref": 60723 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0193.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0193.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6524417731029302, + "FN": 4443, + "FP": 183, + "IoU": 0.48416592328278324, + "TN": 516728, + "TP": 4342, + "n_pred": 4525, + "n_ref": 8785 + }, + "6": { + "Dice": 0.2772626931567329, + "FN": 232, + "FP": 1405, + "IoU": 0.16094310609943618, + "TN": 523745, + "TP": 314, + "n_pred": 1719, + "n_ref": 546 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9437181780652264, + "FN": 405, + "FP": 4, + "IoU": 0.8934340802501303, + "TN": 521858, + "TP": 3429, + "n_pred": 3433, + "n_ref": 3834 + }, + "9": { + "Dice": 0.845096241979835, + "FN": 95, + "FP": 243, + "IoU": 0.7317460317460317, + "TN": 524436, + "TP": 922, + "n_pred": 1165, + "n_ref": 1017 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0197.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0197.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9704992944022579, + "FN": 2452, + "FP": 1060, + "IoU": 0.9426892950391645, + "TN": 464416, + "TP": 57768, + "n_pred": 58828, + "n_ref": 60220 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9510900628725402, + "FN": 533, + "FP": 66, + "IoU": 0.9067413981005761, + "TN": 519273, + "TP": 5824, + "n_pred": 5890, + "n_ref": 6357 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0215.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0215.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9561558745971286, + "FN": 519, + "FP": 3222, + "IoU": 0.9159948802011991, + "TN": 481163, + "TP": 40792, + "n_pred": 44014, + "n_ref": 41311 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 20, + "IoU": 0.0, + "TN": 525676, + "TP": 0, + "n_pred": 20, + "n_ref": 0 + }, + "15": { + "Dice": 0.8166089965397924, + "FN": 237, + "FP": 28, + "IoU": 0.6900584795321637, + "TN": 524841, + "TP": 590, + "n_pred": 618, + "n_ref": 827 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9376731301939059, + "FN": 101, + "FP": 79, + "IoU": 0.8826597131681877, + "TN": 524162, + "TP": 1354, + "n_pred": 1433, + "n_ref": 1455 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8976377952755905, + "FN": 260, + "FP": 156, + "IoU": 0.8142857142857143, + "TN": 523456, + "TP": 1824, + "n_pred": 1980, + "n_ref": 2084 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 131, + "IoU": 0.0, + "TN": 525565, + "TP": 0, + "n_pred": 131, + "n_ref": 0 + }, + "7": { + "Dice": 0.9311509730218395, + "FN": 645, + "FP": 802, + "IoU": 0.8711716524216524, + "TN": 514464, + "TP": 9785, + "n_pred": 10587, + "n_ref": 10430 + }, + "8": { + "Dice": 0.9697797277936963, + "FN": 322, + "FP": 1028, + "IoU": 0.9413324062404936, + "TN": 502685, + "TP": 21661, + "n_pred": 22689, + "n_ref": 21983 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0230.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0230.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9546400587659157, + "FN": 2629, + "FP": 1817, + "IoU": 0.9132166071324003, + "TN": 649697, + "TP": 46785, + "n_pred": 48602, + "n_ref": 49414 + }, + "10": { + "Dice": 0.7031082529474812, + "FN": 5650, + "FP": 444, + "IoU": 0.5421487603305785, + "TN": 687618, + "TP": 7216, + "n_pred": 7660, + "n_ref": 12866 + }, + "11": { + "Dice": 0.7833636745553844, + "FN": 754, + "FP": 793, + "IoU": 0.6438766114180479, + "TN": 696584, + "TP": 2797, + "n_pred": 3590, + "n_ref": 3551 + }, + "12": { + "Dice": 0.46721929163526754, + "FN": 702, + "FP": 5, + "IoU": 0.3048180924287119, + "TN": 699911, + "TP": 310, + "n_pred": 315, + "n_ref": 1012 + }, + "13": { + "Dice": 0.7806557550717729, + "FN": 3321, + "FP": 820, + "IoU": 0.6402258905299739, + "TN": 689418, + "TP": 7369, + "n_pred": 8189, + "n_ref": 10690 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9644280608521547, + "FN": 1520, + "FP": 381, + "IoU": 0.9312999168804886, + "TN": 673257, + "TP": 25770, + "n_pred": 26151, + "n_ref": 27290 + }, + "3": { + "Dice": 0.9581682078379569, + "FN": 383, + "FP": 92, + "IoU": 0.9196956889264581, + "TN": 695013, + "TP": 5440, + "n_pred": 5532, + "n_ref": 5823 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 12, + "IoU": 0.0, + "TN": 700916, + "TP": 0, + "n_pred": 12, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9322436411877426, + "FN": 696, + "FP": 3441, + "IoU": 0.8730864803509525, + "TN": 668331, + "TP": 28460, + "n_pred": 31901, + "n_ref": 29156 + }, + "7": { + "Dice": 0.935448893195372, + "FN": 9073, + "FP": 2119, + "IoU": 0.878726147778127, + "TN": 608641, + "TP": 81095, + "n_pred": 83214, + "n_ref": 90168 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9766671827916007, + "FN": 1064, + "FP": 895, + "IoU": 0.9543983798505552, + "TN": 657969, + "TP": 41000, + "n_pred": 41895, + "n_ref": 42064 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0297.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0297.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9711523938982027, + "FN": 775, + "FP": 371, + "IoU": 0.9439224897240165, + "TN": 680492, + "TP": 19290, + "n_pred": 19661, + "n_ref": 20065 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8783897890254051, + "FN": 39373, + "FP": 377, + "IoU": 0.7831506707327053, + "TN": 517621, + "TP": 143557, + "n_pred": 143934, + "n_ref": 182930 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0317.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0317.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7257617728531855, + "FN": 29, + "FP": 70, + "IoU": 0.5695652173913044, + "TN": 525466, + "TP": 131, + "n_pred": 201, + "n_ref": 160 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5338717339667458, + "FN": 570, + "FP": 9242, + "IoU": 0.3641371265634113, + "TN": 510265, + "TP": 5619, + "n_pred": 14861, + "n_ref": 6189 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7, + "FN": 0, + "FP": 12, + "IoU": 0.5384615384615384, + "TN": 525670, + "TP": 14, + "n_pred": 26, + "n_ref": 14 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9328096646697656, + "FN": 1693, + "FP": 1010, + "IoU": 0.8740799403708189, + "TN": 504230, + "TP": 18763, + "n_pred": 19773, + "n_ref": 20456 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9738020119984773, + "FN": 1810, + "FP": 4177, + "IoU": 0.9489416500366713, + "TN": 408438, + "TP": 111271, + "n_pred": 115448, + "n_ref": 113081 + }, + "7": { + "Dice": 0.8046526655896608, + "FN": 2877, + "FP": 146, + "IoU": 0.6731538544707536, + "TN": 516447, + "TP": 6226, + "n_pred": 6372, + "n_ref": 9103 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 525691, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0321.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0321.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8674204603718596, + "FN": 1281, + "FP": 3632, + "IoU": 0.7658803907553015, + "TN": 679943, + "TP": 16072, + "n_pred": 19704, + "n_ref": 17353 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.749793407400606, + "FN": 2011, + "FP": 714, + "IoU": 0.5997356051703878, + "TN": 694120, + "TP": 4083, + "n_pred": 4797, + "n_ref": 6094 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9764856292076645, + "FN": 1707, + "FP": 1199, + "IoU": 0.9540517036919914, + "TN": 637683, + "TP": 60339, + "n_pred": 61538, + "n_ref": 62046 + }, + "3": { + "Dice": 0.9138340435221026, + "FN": 2620, + "FP": 29, + "IoU": 0.8413392429324389, + "TN": 684232, + "TP": 14047, + "n_pred": 14076, + "n_ref": 16667 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.32109585094122167, + "FN": 4, + "FP": 56546, + "IoU": 0.1912532357021295, + "TN": 631005, + "TP": 13373, + "n_pred": 69919, + "n_ref": 13377 + }, + "7": { + "Dice": 0.0, + "FN": 22, + "FP": 700, + "IoU": 0.0, + "TN": 700206, + "TP": 0, + "n_pred": 700, + "n_ref": 22 + }, + "8": { + "Dice": 0.9640410149789728, + "FN": 520, + "FP": 241, + "IoU": 0.9305783616128444, + "TN": 689966, + "TP": 10201, + "n_pred": 10442, + "n_ref": 10721 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 28, + "IoU": 0.0, + "TN": 700900, + "TP": 0, + "n_pred": 28, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0349.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0349.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.7170781893004116, + "FN": 630, + "FP": 470, + "IoU": 0.5589414595028067, + "TN": 698434, + "TP": 1394, + "n_pred": 1864, + "n_ref": 2024 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6130091984231275, + "FN": 52, + "FP": 1126, + "IoU": 0.4419706300331596, + "TN": 698817, + "TP": 933, + "n_pred": 2059, + "n_ref": 985 + }, + "14": { + "Dice": 0.0, + "FN": 10535, + "FP": 155, + "IoU": 0.0, + "TN": 690238, + "TP": 0, + "n_pred": 155, + "n_ref": 10535 + }, + "15": { + "Dice": 0.0, + "FN": 5774, + "FP": 0, + "IoU": 0.0, + "TN": 695154, + "TP": 0, + "n_pred": 0, + "n_ref": 5774 + }, + "2": { + "Dice": 0.9756986883865203, + "FN": 2503, + "FP": 2229, + "IoU": 0.9525504627633439, + "TN": 601201, + "TP": 94995, + "n_pred": 97224, + "n_ref": 97498 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1206, + "IoU": 0.0, + "TN": 699722, + "TP": 0, + "n_pred": 1206, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.3559854459987796, + "FN": 525, + "FP": 84966, + "IoU": 0.2165342424325736, + "TN": 591809, + "TP": 23628, + "n_pred": 108594, + "n_ref": 24153 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 6337, + "IoU": 0.0, + "TN": 694591, + "TP": 0, + "n_pred": 6337, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 236, + "IoU": 0.0, + "TN": 700692, + "TP": 0, + "n_pred": 236, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0350.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0350.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 114, + "IoU": 0.0, + "TN": 525582, + "TP": 0, + "n_pred": 114, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9456930975470622, + "FN": 835, + "FP": 2973, + "IoU": 0.8969808462287632, + "TN": 488732, + "TP": 33156, + "n_pred": 36129, + "n_ref": 33991 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8651162790697674, + "FN": 1009, + "FP": 963, + "IoU": 0.7622950819672131, + "TN": 517400, + "TP": 6324, + "n_pred": 7287, + "n_ref": 7333 + }, + "6": { + "Dice": 0.9222506151807685, + "FN": 5260, + "FP": 1312, + "IoU": 0.8557189901207465, + "TN": 480146, + "TP": 38978, + "n_pred": 40290, + "n_ref": 44238 + }, + "7": { + "Dice": 0.9377872510490908, + "FN": 428, + "FP": 1440, + "IoU": 0.8828619803097761, + "TN": 509749, + "TP": 14079, + "n_pred": 15519, + "n_ref": 14507 + }, + "8": { + "Dice": 0.9596201976417164, + "FN": 726, + "FP": 839, + "IoU": 0.9223748821983037, + "TN": 505535, + "TP": 18596, + "n_pred": 19435, + "n_ref": 19322 + }, + "9": { + "Dice": 0.9274164570607258, + "FN": 300, + "FP": 104, + "IoU": 0.8646566164154104, + "TN": 522711, + "TP": 2581, + "n_pred": 2685, + "n_ref": 2881 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0390.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0390.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0392.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0392.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9709762532981531, + "FN": 362, + "FP": 67, + "IoU": 0.9435897435897436, + "TN": 518091, + "TP": 7176, + "n_pred": 7243, + "n_ref": 7538 + }, + "10": { + "Dice": 0.9370613873088572, + "FN": 606, + "FP": 1098, + "IoU": 0.8815762040447565, + "TN": 511307, + "TP": 12685, + "n_pred": 13783, + "n_ref": 13291 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7766121567417463, + "FN": 960, + "FP": 488, + "IoU": 0.6348045397225726, + "TN": 521731, + "TP": 2517, + "n_pred": 3005, + "n_ref": 3477 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 72, + "IoU": 0.0, + "TN": 525624, + "TP": 0, + "n_pred": 72, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9775035063113604, + "FN": 173, + "FP": 228, + "IoU": 0.955996927466257, + "TN": 516583, + "TP": 8712, + "n_pred": 8940, + "n_ref": 8885 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9681601624534638, + "FN": 256, + "FP": 967, + "IoU": 0.938285310591916, + "TN": 505879, + "TP": 18594, + "n_pred": 19561, + "n_ref": 18850 + }, + "7": { + "Dice": 0.9798963051007235, + "FN": 431, + "FP": 550, + "IoU": 0.9605849973884045, + "TN": 500807, + "TP": 23908, + "n_pred": 24458, + "n_ref": 24339 + }, + "8": { + "Dice": 0.9505110669902199, + "FN": 91, + "FP": 1255, + "IoU": 0.905689461883408, + "TN": 511424, + "TP": 12926, + "n_pred": 14181, + "n_ref": 13017 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0398.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0398.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9787351306664217, + "FN": 1412, + "FP": 1829, + "IoU": 0.958355819391977, + "TN": 623102, + "TP": 74585, + "n_pred": 76414, + "n_ref": 75997 + }, + "10": { + "Dice": 0.8699101796407186, + "FN": 1422, + "FP": 316, + "IoU": 0.7697708305735859, + "TN": 693379, + "TP": 5811, + "n_pred": 6127, + "n_ref": 7233 + }, + "11": { + "Dice": 0.7853901015776962, + "FN": 693, + "FP": 300, + "IoU": 0.6466192170818506, + "TN": 698118, + "TP": 1817, + "n_pred": 2117, + "n_ref": 2510 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8048347446052991, + "FN": 318, + "FP": 2540, + "IoU": 0.6734087532853388, + "TN": 692177, + "TP": 5893, + "n_pred": 8433, + "n_ref": 6211 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9603591638757363, + "FN": 1975, + "FP": 771, + "IoU": 0.9237412869004971, + "TN": 664919, + "TP": 33263, + "n_pred": 34034, + "n_ref": 35238 + }, + "3": { + "Dice": 0.970933987856866, + "FN": 1337, + "FP": 13, + "IoU": 0.9435099171478785, + "TN": 677030, + "TP": 22548, + "n_pred": 22561, + "n_ref": 23885 + }, + "4": { + "Dice": 0.0, + "FN": 2246, + "FP": 0, + "IoU": 0.0, + "TN": 698682, + "TP": 0, + "n_pred": 0, + "n_ref": 2246 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9679643589836969, + "FN": 1007, + "FP": 1632, + "IoU": 0.9379175684577021, + "TN": 658420, + "TP": 39869, + "n_pred": 41501, + "n_ref": 40876 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1520, + "IoU": 0.0, + "TN": 699408, + "TP": 0, + "n_pred": 1520, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9502788882771168, + "FN": 986, + "FP": 1091, + "IoU": 0.9052679589509692, + "TN": 679003, + "TP": 19848, + "n_pred": 20939, + "n_ref": 20834 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0404.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0404.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.7014068331897789, + "FN": 1986, + "FP": 94, + "IoU": 0.5401282334733584, + "TN": 521173, + "TP": 2443, + "n_pred": 2537, + "n_ref": 4429 + }, + "15": { + "Dice": 0.7104962377369273, + "FN": 11955, + "FP": 203, + "IoU": 0.550984230158437, + "TN": 498619, + "TP": 14919, + "n_pred": 15122, + "n_ref": 26874 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 16, + "IoU": 0.0, + "TN": 525680, + "TP": 0, + "n_pred": 16, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0410.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848644/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0410.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": 0.6330183814774621, + "FN": 872.4315555555556, + "FP": 762.1208888888889, + "IoU": 0.5520656500534535, + "TN": 576601.4857777779, + "TP": 5870.6284444444445, + "n_pred": 6632.749333333331, + "n_ref": 6743.06 + }, + "mean": { + "1": { + "Dice": 0.751112327431008, + "FN": 546.8533333333332, + "FP": 313.7333333333333, + "IoU": 0.7060197990404165, + "TN": 574550.0466666666, + "TP": 8696.033333333333, + "n_pred": 9009.766666666666, + "n_ref": 9242.886666666667 + }, + "10": { + "Dice": 0.6996205982980293, + "FN": 1266.7666666666667, + "FP": 953.3133333333333, + "IoU": 0.5897930743294374, + "TN": 577362.4133333333, + "TP": 4524.173333333333, + "n_pred": 5477.486666666667, + "n_ref": 5790.9400000000005 + }, + "11": { + "Dice": 0.6357692807819696, + "FN": 123.16000000000001, + "FP": 84.85333333333334, + "IoU": 0.5132704502932655, + "TN": 583611.1799999999, + "TP": 287.4733333333333, + "n_pred": 372.3266666666667, + "n_ref": 410.6333333333333 + }, + "12": { + "Dice": 0.5614455449901813, + "FN": 125.82666666666667, + "FP": 66.05333333333333, + "IoU": 0.4409745669530185, + "TN": 583653.5666666667, + "TP": 261.21999999999997, + "n_pred": 327.27333333333337, + "n_ref": 387.0466666666667 + }, + "13": { + "Dice": 0.5356374950871295, + "FN": 1295.4066666666665, + "FP": 944.18, + "IoU": 0.4282455166697051, + "TN": 579275.76, + "TP": 2591.32, + "n_pred": 3535.5, + "n_ref": 3886.7266666666665 + }, + "14": { + "Dice": 0.5317891307504834, + "FN": 830.9933333333332, + "FP": 497.12666666666655, + "IoU": 0.45082596851896434, + "TN": 580141.5599999999, + "TP": 2636.9866666666667, + "n_pred": 3134.1133333333337, + "n_ref": 3467.9800000000005 + }, + "15": { + "Dice": 0.5739319937407298, + "FN": 818.0133333333333, + "FP": 641.9266666666666, + "IoU": 0.4791002026589729, + "TN": 580834.54, + "TP": 1812.1866666666665, + "n_pred": 2454.1133333333332, + "n_ref": 2630.2 + }, + "2": { + "Dice": 0.6934885270513218, + "FN": 974.0533333333333, + "FP": 526.9333333333333, + "IoU": 0.6430437511570077, + "TN": 574538.4933333334, + "TP": 8067.1866666666665, + "n_pred": 8594.119999999999, + "n_ref": 9041.24 + }, + "3": { + "Dice": 0.6976270328169136, + "FN": 549.5533333333334, + "FP": 1344.7533333333333, + "IoU": 0.6591316703267853, + "TN": 574868.5133333333, + "TP": 7343.846666666667, + "n_pred": 8688.6, + "n_ref": 7893.4 + }, + "4": { + "Dice": 0.4410955596361739, + "FN": 467.91999999999996, + "FP": 320.74, + "IoU": 0.3729808443430666, + "TN": 581610.5599999999, + "TP": 1707.4466666666667, + "n_pred": 2028.1866666666665, + "n_ref": 2175.3666666666663 + }, + "5": { + "Dice": 0.5468550473061733, + "FN": 352.4333333333333, + "FP": 126.92666666666666, + "IoU": 0.43724797852357317, + "TN": 583048.06, + "TP": 579.2466666666667, + "n_pred": 706.1733333333334, + "n_ref": 931.68 + }, + "6": { + "Dice": 0.786304235221664, + "FN": 1508.6399999999999, + "FP": 3025.18, + "IoU": 0.7400194657806689, + "TN": 546862.6133333333, + "TP": 32710.233333333337, + "n_pred": 35735.41333333333, + "n_ref": 34218.87333333334 + }, + "7": { + "Dice": 0.5224808963323746, + "FN": 3025.0600000000004, + "FP": 1818.5466666666666, + "IoU": 0.44847907583644925, + "TN": 572109.0599999999, + "TP": 7154.0, + "n_pred": 8972.546666666667, + "n_ref": 10179.060000000001 + }, + "8": { + "Dice": 0.7970028058114764, + "FN": 601.4733333333332, + "FP": 311.7866666666667, + "IoU": 0.7353229756271015, + "TN": 577291.8266666667, + "TP": 5901.58, + "n_pred": 6213.366666666667, + "n_ref": 6503.053333333334 + }, + "9": { + "Dice": 0.721115246906303, + "FN": 600.3199999999999, + "FP": 455.76000000000005, + "IoU": 0.6365294107433713, + "TN": 579264.0933333334, + "TP": 3786.4933333333333, + "n_pred": 4242.253333333334, + "n_ref": 4386.8133333333335 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/loop_001/summary.json b/nnActive_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/loop_001/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9a853e01ec2f646e36aed78e2cea3fc761d37de3 --- /dev/null +++ b/nnActive_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/loop_001/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.8317994961923567, + "FN": 14637.100000000002, + "FP": 10629.744, + "IoU": 0.7425313892744917, + "TN": 96259740.56533332, + "TP": 171953.43066666668, + "n_pred": 182583.1746666666, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.9394775557505709, + "FN": 7251.26, + "FP": 8646.92, + "IoU": 0.9037514408074009, + "TN": 96254025.78, + "TP": 187036.88, + "n_pred": 195683.8, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.8139160769352329, + "FN": 12756.74, + "FP": 12504.96, + "IoU": 0.7014738734384468, + "TN": 96370233.32, + "TP": 61465.82, + "n_pred": 73970.78, + "n_ref": 74222.56 + }, + "11": { + "Dice": 0.7477116092818687, + "FN": 1042.14, + "FP": 654.94, + "IoU": 0.6070954614214362, + "TN": 96452605.52, + "TP": 2658.24, + "n_pred": 3313.18, + "n_ref": 3700.38 + }, + "12": { + "Dice": 0.7202251916623859, + "FN": 1396.44, + "FP": 635.56, + "IoU": 0.5775973512346958, + "TN": 96452088.62, + "TP": 2840.22, + "n_pred": 3475.78, + "n_ref": 4236.66 + }, + "13": { + "Dice": 0.6913499832373629, + "FN": 19650.04, + "FP": 10763.32, + "IoU": 0.5555988616106962, + "TN": 96388339.38, + "TP": 38208.1, + "n_pred": 48971.42, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.8073694654225094, + "FN": 23424.66, + "FP": 11167.9, + "IoU": 0.7167662122760073, + "TN": 96307434.8, + "TP": 114933.48, + "n_pred": 126101.38, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.7406890750803735, + "FN": 10925.38, + "FP": 12691.22, + "IoU": 0.6265663271138449, + "TN": 96390222.58, + "TP": 43121.66, + "n_pred": 55812.88, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.9388704884600491, + "FN": 10512.82, + "FP": 8623.86, + "IoU": 0.888509214655517, + "TN": 96291495.28, + "TP": 146328.88, + "n_pred": 154952.74, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.9426647075006861, + "FN": 8755.54, + "FP": 10144.18, + "IoU": 0.8944138821875929, + "TN": 96283414.08, + "TP": 154647.04, + "n_pred": 164791.22, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.7605473041022467, + "FN": 5166.72, + "FP": 4818.04, + "IoU": 0.67492587965426, + "TN": 96425565.3, + "TP": 21410.78, + "n_pred": 26228.82, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.7205429120805092, + "FN": 7412.34, + "FP": 2396.64, + "IoU": 0.588331257610847, + "TN": 96437412.04, + "TP": 9739.82, + "n_pred": 12136.46, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.9680962880592563, + "FN": 48135.98, + "FP": 38633.26, + "IoU": 0.93908504263433, + "TN": 95059103.96, + "TP": 1311087.64, + "n_pred": 1349720.9, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.8756571556550737, + "FN": 39128.56, + "FP": 22973.46, + "IoU": 0.8039628839603664, + "TN": 96095062.72, + "TP": 299796.1, + "n_pred": 322769.56, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.9276570124642212, + "FN": 14329.98, + "FP": 7111.62, + "IoU": 0.866341969917583, + "TN": 96317480.04, + "TP": 118039.2, + "n_pred": 125150.82, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.8822176171930048, + "FN": 9667.9, + "FP": 7680.28, + "IoU": 0.7935511805943505, + "TN": 96371625.06, + "TP": 67987.6, + "n_pred": 75667.88, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9450670586073856, + "FN": 2670, + "FP": 7795, + "IoU": 0.8958551027516545, + "TN": 119492835, + "TP": 90020, + "n_pred": 97815, + "n_ref": 92690 + }, + "10": { + "Dice": 0.7932736947932609, + "FN": 13395, + "FP": 18888, + "IoU": 0.6573766490135105, + "TN": 119499097, + "TP": 61940, + "n_pred": 80828, + "n_ref": 75335 + }, + "11": { + "Dice": 0.7542706964520368, + "FN": 963, + "FP": 720, + "IoU": 0.6054852320675106, + "TN": 119589054, + "TP": 2583, + "n_pred": 3303, + "n_ref": 3546 + }, + "12": { + "Dice": 0.7364148816234498, + "FN": 1199, + "FP": 1139, + "IoU": 0.5827980014275518, + "TN": 119587716, + "TP": 3266, + "n_pred": 4405, + "n_ref": 4465 + }, + "13": { + "Dice": 0.6097660117775809, + "FN": 23505, + "FP": 13936, + "IoU": 0.43860675033361823, + "TN": 119526627, + "TP": 29252, + "n_pred": 43188, + "n_ref": 52757 + }, + "14": { + "Dice": 0.3189900534546814, + "FN": 200133, + "FP": 2050, + "IoU": 0.18976095537700122, + "TN": 119343785, + "TP": 47352, + "n_pred": 49402, + "n_ref": 247485 + }, + "15": { + "Dice": 0.005878712871287129, + "FN": 32255, + "FP": 173377, + "IoU": 0.002948021722265322, + "TN": 119387080, + "TP": 608, + "n_pred": 173985, + "n_ref": 32863 + }, + "2": { + "Dice": 0.958206034324975, + "FN": 4681, + "FP": 7193, + "IoU": 0.9197653911386503, + "TN": 119445329, + "TP": 136117, + "n_pred": 143310, + "n_ref": 140798 + }, + "3": { + "Dice": 0.950903413348417, + "FN": 7309, + "FP": 9530, + "IoU": 0.9064021611045645, + "TN": 119413412, + "TP": 163069, + "n_pred": 172599, + "n_ref": 170378 + }, + "4": { + "Dice": 0.8769181317606284, + "FN": 14957, + "FP": 2657, + "IoU": 0.7808140764798845, + "TN": 119512959, + "TP": 62747, + "n_pred": 65404, + "n_ref": 77704 + }, + "5": { + "Dice": 0.04418516345058511, + "FN": 62344, + "FP": 20723, + "IoU": 0.022591690493840234, + "TN": 119508333, + "TP": 1920, + "n_pred": 22643, + "n_ref": 64264 + }, + "6": { + "Dice": 0.969910616708645, + "FN": 25528, + "FP": 46222, + "IoU": 0.9415790827875287, + "TN": 118365164, + "TP": 1156406, + "n_pred": 1202628, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 83562, + "IoU": 0.0, + "TN": 119509758, + "TP": 0, + "n_pred": 83562, + "n_ref": 0 + }, + "8": { + "Dice": 0.8674065111354785, + "FN": 57101, + "FP": 13033, + "IoU": 0.7658586418372355, + "TN": 119293783, + "TP": 229403, + "n_pred": 242436, + "n_ref": 286504 + }, + "9": { + "Dice": 0.8691124064200668, + "FN": 13612, + "FP": 5340, + "IoU": 0.7685223636319222, + "TN": 119511446, + "TP": 62922, + "n_pred": 68262, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9599055779452449, + "FN": 10046, + "FP": 4867, + "IoU": 0.922902341932482, + "TN": 72632230, + "TP": 178517, + "n_pred": 183384, + "n_ref": 188563 + }, + "10": { + "Dice": 0.8026821291363773, + "FN": 12248, + "FP": 15384, + "IoU": 0.6704001908510765, + "TN": 72741825, + "TP": 56203, + "n_pred": 71587, + "n_ref": 68451 + }, + "11": { + "Dice": 0.6888254486133768, + "FN": 558, + "FP": 968, + "IoU": 0.5253499222395024, + "TN": 72822445, + "TP": 1689, + "n_pred": 2657, + "n_ref": 2247 + }, + "12": { + "Dice": 0.6496995404736656, + "FN": 1036, + "FP": 946, + "IoU": 0.481151832460733, + "TN": 72821840, + "TP": 1838, + "n_pred": 2784, + "n_ref": 2874 + }, + "13": { + "Dice": 0.681306095736724, + "FN": 21034, + "FP": 6236, + "IoU": 0.5166521916375689, + "TN": 72769241, + "TP": 29149, + "n_pred": 35385, + "n_ref": 50183 + }, + "14": { + "Dice": 0.8838111480765304, + "FN": 3301, + "FP": 16047, + "IoU": 0.7918114811427341, + "TN": 72732725, + "TP": 73587, + "n_pred": 89634, + "n_ref": 76888 + }, + "15": { + "Dice": 0.8548504741064916, + "FN": 9079, + "FP": 2264, + "IoU": 0.7464968152866241, + "TN": 72780915, + "TP": 33402, + "n_pred": 35666, + "n_ref": 42481 + }, + "2": { + "Dice": 0.9651152416356877, + "FN": 6035, + "FP": 3349, + "IoU": 0.9325823323179493, + "TN": 72686468, + "TP": 129808, + "n_pred": 133157, + "n_ref": 135843 + }, + "3": { + "Dice": 0.9648061567761222, + "FN": 3537, + "FP": 5481, + "IoU": 0.9320053080797418, + "TN": 72693032, + "TP": 123610, + "n_pred": 129091, + "n_ref": 127147 + }, + "4": { + "Dice": 0.8698876528861587, + "FN": 3433, + "FP": 3620, + "IoU": 0.7697355533790402, + "TN": 72795030, + "TP": 23577, + "n_pred": 27197, + "n_ref": 27010 + }, + "5": { + "Dice": 0.7641669494401085, + "FN": 3009, + "FP": 466, + "IoU": 0.6183415705656233, + "TN": 72816555, + "TP": 5630, + "n_pred": 6096, + "n_ref": 8639 + }, + "6": { + "Dice": 0.963458655653252, + "FN": 37415, + "FP": 51363, + "IoU": 0.9294937060715562, + "TN": 71566510, + "TP": 1170372, + "n_pred": 1221735, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.9110357021740383, + "FN": 25311, + "FP": 16400, + "IoU": 0.8366075031044222, + "TN": 72570379, + "TP": 213570, + "n_pred": 229970, + "n_ref": 238881 + }, + "8": { + "Dice": 0.9296200790785628, + "FN": 4118, + "FP": 4070, + "IoU": 0.8684954387768212, + "TN": 72763396, + "TP": 54076, + "n_pred": 58146, + "n_ref": 58194 + }, + "9": { + "Dice": 0.8443844682842147, + "FN": 15726, + "FP": 7222, + "IoU": 0.7306794042742967, + "TN": 72740453, + "TP": 62259, + "n_pred": 69481, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9653382818906672, + "FN": 9305, + "FP": 8701, + "IoU": 0.9329989357822744, + "TN": 71540746, + "TP": 250736, + "n_pred": 259437, + "n_ref": 260041 + }, + "10": { + "Dice": 0.8649748075119419, + "FN": 14405, + "FP": 10357, + "IoU": 0.7620754263752102, + "TN": 71705413, + "TP": 79313, + "n_pred": 89670, + "n_ref": 93718 + }, + "11": { + "Dice": 0.6920348274750081, + "FN": 1223, + "FP": 687, + "IoU": 0.5290927021696252, + "TN": 71805432, + "TP": 2146, + "n_pred": 2833, + "n_ref": 3369 + }, + "12": { + "Dice": 0.6670325649469447, + "FN": 2863, + "FP": 777, + "IoU": 0.50041174855888, + "TN": 71802202, + "TP": 3646, + "n_pred": 4423, + "n_ref": 6509 + }, + "13": { + "Dice": 0.7998682659640851, + "FN": 17755, + "FP": 5337, + "IoU": 0.6664837228111731, + "TN": 71740250, + "TP": 46146, + "n_pred": 51483, + "n_ref": 63901 + }, + "14": { + "Dice": 0.8471781575124268, + "FN": 132048, + "FP": 8700, + "IoU": 0.7348734438309872, + "TN": 71278617, + "TP": 390123, + "n_pred": 398823, + "n_ref": 522171 + }, + "15": { + "Dice": 0.8358054962901633, + "FN": 49429, + "FP": 2133, + "IoU": 0.7179259940042452, + "TN": 71626692, + "TP": 131234, + "n_pred": 133367, + "n_ref": 180663 + }, + "2": { + "Dice": 0.943947810184111, + "FN": 8546, + "FP": 7882, + "IoU": 0.8938457959626768, + "TN": 71654732, + "TP": 138328, + "n_pred": 146210, + "n_ref": 146874 + }, + "3": { + "Dice": 0.9462300241473804, + "FN": 10619, + "FP": 9199, + "IoU": 0.8979474134113309, + "TN": 71615294, + "TP": 174376, + "n_pred": 183575, + "n_ref": 184995 + }, + "4": { + "Dice": 0.7839192869522159, + "FN": 1310, + "FP": 5672, + "IoU": 0.6446276785259836, + "TN": 71789841, + "TP": 12665, + "n_pred": 18337, + "n_ref": 13975 + }, + "5": { + "Dice": 0.8708046419800646, + "FN": 1301, + "FP": 1382, + "IoU": 0.7711727078891258, + "TN": 71797763, + "TP": 9042, + "n_pred": 10424, + "n_ref": 10343 + }, + "6": { + "Dice": 0.9722475773554073, + "FN": 34463, + "FP": 34828, + "IoU": 0.9459939533430032, + "TN": 70526465, + "TP": 1213732, + "n_pred": 1248560, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.9450484349074768, + "FN": 14999, + "FP": 10602, + "IoU": 0.8958216340715058, + "TN": 71563746, + "TP": 220141, + "n_pred": 230743, + "n_ref": 235140 + }, + "8": { + "Dice": 0.9292942149812258, + "FN": 8225, + "FP": 2885, + "IoU": 0.8679267712791251, + "TN": 71725368, + "TP": 73010, + "n_pred": 75895, + "n_ref": 81235 + }, + "9": { + "Dice": 0.8602980403314721, + "FN": 15589, + "FP": 7979, + "IoU": 0.7548447495709159, + "TN": 71713353, + "TP": 72567, + "n_pred": 80546, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9715596523152896, + "FN": 6237, + "FP": 5938, + "IoU": 0.9446922755437647, + "TN": 135225378, + "TP": 207957, + "n_pred": 213895, + "n_ref": 214194 + }, + "10": { + "Dice": 0.8325738524642772, + "FN": 13788, + "FP": 14907, + "IoU": 0.7131704684032706, + "TN": 135345468, + "TP": 71347, + "n_pred": 86254, + "n_ref": 85135 + }, + "11": { + "Dice": 0.6991624330632981, + "FN": 1001, + "FP": 1190, + "IoU": 0.5374709731897825, + "TN": 135440773, + "TP": 2546, + "n_pred": 3736, + "n_ref": 3547 + }, + "12": { + "Dice": 0.749948035751403, + "FN": 1900, + "FP": 506, + "IoU": 0.5999334885267709, + "TN": 135439496, + "TP": 3608, + "n_pred": 4114, + "n_ref": 5508 + }, + "13": { + "Dice": 0.7105153756031192, + "FN": 12373, + "FP": 10606, + "IoU": 0.5510072490670002, + "TN": 135394331, + "TP": 28200, + "n_pred": 38806, + "n_ref": 40573 + }, + "14": { + "Dice": 0.905495535511309, + "FN": 13564, + "FP": 13457, + "IoU": 0.8273109565928728, + "TN": 135289038, + "TP": 129451, + "n_pred": 142908, + "n_ref": 143015 + }, + "15": { + "Dice": 0.785548936356954, + "FN": 15498, + "FP": 4049, + "IoU": 0.6468345739683458, + "TN": 135390162, + "TP": 35801, + "n_pred": 39850, + "n_ref": 51299 + }, + "2": { + "Dice": 0.9508707786837383, + "FN": 10062, + "FP": 10551, + "IoU": 0.9063428597391976, + "TN": 135225420, + "TP": 199477, + "n_pred": 210028, + "n_ref": 209539 + }, + "3": { + "Dice": 0.9538885220993226, + "FN": 15924, + "FP": 4470, + "IoU": 0.9118421337022068, + "TN": 135214175, + "TP": 210941, + "n_pred": 215411, + "n_ref": 226865 + }, + "4": { + "Dice": 0.8646131418389936, + "FN": 4814, + "FP": 5216, + "IoU": 0.7615141355779061, + "TN": 135403453, + "TP": 32027, + "n_pred": 37243, + "n_ref": 36841 + }, + "5": { + "Dice": 0.551593288529237, + "FN": 15979, + "FP": 3637, + "IoU": 0.38082762539061266, + "TN": 135413829, + "TP": 12065, + "n_pred": 15702, + "n_ref": 28044 + }, + "6": { + "Dice": 0.9657030787109364, + "FN": 38204, + "FP": 77161, + "IoU": 0.9336807050603637, + "TN": 133705971, + "TP": 1624174, + "n_pred": 1701335, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.8796007329588325, + "FN": 23520, + "FP": 24511, + "IoU": 0.7850779260876763, + "TN": 135222029, + "TP": 175450, + "n_pred": 199961, + "n_ref": 198970 + }, + "8": { + "Dice": 0.8700463220586244, + "FN": 58228, + "FP": 10898, + "IoU": 0.7699840613322597, + "TN": 135144983, + "TP": 231401, + "n_pred": 242299, + "n_ref": 289629 + }, + "9": { + "Dice": 0.8492652999816116, + "FN": 21829, + "FP": 5222, + "IoU": 0.7380200666305106, + "TN": 135342254, + "TP": 76205, + "n_pred": 81427, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.927028488594798, + "FN": 9363, + "FP": 29499, + "IoU": 0.8639823879207457, + "TN": 105468292, + "TP": 246851, + "n_pred": 276350, + "n_ref": 256214 + }, + "10": { + "Dice": 0.44134300592215897, + "FN": 33321, + "FP": 35448, + "IoU": 0.2831559525919131, + "TN": 105658072, + "TP": 27164, + "n_pred": 62612, + "n_ref": 60485 + }, + "11": { + "Dice": 0.7263275157816561, + "FN": 513, + "FP": 961, + "IoU": 0.570262390670554, + "TN": 105750575, + "TP": 1956, + "n_pred": 2917, + "n_ref": 2469 + }, + "12": { + "Dice": 0.6774873002106306, + "FN": 1670, + "FP": 933, + "IoU": 0.5122728124414465, + "TN": 105748668, + "TP": 2734, + "n_pred": 3667, + "n_ref": 4404 + }, + "13": { + "Dice": 0.4902657640200209, + "FN": 51174, + "FP": 10643, + "IoU": 0.3247364684035174, + "TN": 105662460, + "TP": 29728, + "n_pred": 40371, + "n_ref": 80902 + }, + "14": { + "Dice": 0.9520690666299917, + "FN": 13453, + "FP": 5018, + "IoU": 0.9085227244588177, + "TN": 105552086, + "TP": 183448, + "n_pred": 188466, + "n_ref": 196901 + }, + "15": { + "Dice": 0.841515038989974, + "FN": 5270, + "FP": 3266, + "IoU": 0.7263927174818898, + "TN": 105722807, + "TP": 22662, + "n_pred": 25928, + "n_ref": 27932 + }, + "2": { + "Dice": 0.9404763837171175, + "FN": 8043, + "FP": 10292, + "IoU": 0.887640793714993, + "TN": 105590823, + "TP": 144847, + "n_pred": 155139, + "n_ref": 152890 + }, + "3": { + "Dice": 0.9521470760081683, + "FN": 6869, + "FP": 9675, + "IoU": 0.9086648080161206, + "TN": 105572870, + "TP": 164591, + "n_pred": 174266, + "n_ref": 171460 + }, + "4": { + "Dice": 0.5962868117797695, + "FN": 22226, + "FP": 2998, + "IoU": 0.42479248380917634, + "TN": 105710153, + "TP": 18628, + "n_pred": 21626, + "n_ref": 40854 + }, + "5": { + "Dice": 0.7992167879793981, + "FN": 2977, + "FP": 1740, + "IoU": 0.665579581708614, + "TN": 105739900, + "TP": 9388, + "n_pred": 11128, + "n_ref": 12365 + }, + "6": { + "Dice": 0.9594651627456877, + "FN": 73682, + "FP": 49927, + "IoU": 0.9220884571990444, + "TN": 104167475, + "TP": 1462921, + "n_pred": 1512848, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.8748577988561573, + "FN": 15755, + "FP": 56518, + "IoU": 0.7775530932594644, + "TN": 105429105, + "TP": 252627, + "n_pred": 309145, + "n_ref": 268382 + }, + "8": { + "Dice": 0.9046662867308297, + "FN": 3742, + "FP": 14157, + "IoU": 0.8259275468028203, + "TN": 105651180, + "TP": 84926, + "n_pred": 99083, + "n_ref": 88668 + }, + "9": { + "Dice": 0.8414851205527496, + "FN": 10746, + "FP": 13389, + "IoU": 0.7263481337022087, + "TN": 105665809, + "TP": 64061, + "n_pred": 77450, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9697518622662917, + "FN": 7530, + "FP": 7799, + "IoU": 0.9412798982578183, + "TN": 96876828, + "TP": 245723, + "n_pred": 253522, + "n_ref": 253253 + }, + "10": { + "Dice": 0.8475539259406072, + "FN": 9942, + "FP": 26978, + "IoU": 0.7354391194680119, + "TN": 96998328, + "TP": 102632, + "n_pred": 129610, + "n_ref": 112574 + }, + "11": { + "Dice": 0.8128058157416469, + "FN": 654, + "FP": 685, + "IoU": 0.6846443711728686, + "TN": 97133634, + "TP": 2907, + "n_pred": 3592, + "n_ref": 3561 + }, + "12": { + "Dice": 0.8293324564288063, + "FN": 735, + "FP": 822, + "IoU": 0.7084269662921349, + "TN": 97132540, + "TP": 3783, + "n_pred": 4605, + "n_ref": 4518 + }, + "13": { + "Dice": 0.7800282896546304, + "FN": 10192, + "FP": 12202, + "IoU": 0.6393822766872252, + "TN": 97075781, + "TP": 39705, + "n_pred": 51907, + "n_ref": 49897 + }, + "14": { + "Dice": 0.9493682209123732, + "FN": 15056, + "FP": 11547, + "IoU": 0.9036165094271263, + "TN": 96861868, + "TP": 249409, + "n_pred": 260956, + "n_ref": 264465 + }, + "15": { + "Dice": 0.6908759319851955, + "FN": 9492, + "FP": 2034, + "IoU": 0.5277390805539621, + "TN": 97113474, + "TP": 12880, + "n_pred": 14914, + "n_ref": 22372 + }, + "2": { + "Dice": 0.9437065057836765, + "FN": 6531, + "FP": 9154, + "IoU": 0.8934131573761357, + "TN": 96990723, + "TP": 131472, + "n_pred": 140626, + "n_ref": 138003 + }, + "3": { + "Dice": 0.9438857005764216, + "FN": 8960, + "FP": 8816, + "IoU": 0.8937344197418684, + "TN": 96970601, + "TP": 149503, + "n_pred": 158319, + "n_ref": 158463 + }, + "4": { + "Dice": 0.9138155199743531, + "FN": 1842, + "FP": 2997, + "IoU": 0.8413078411438691, + "TN": 97107387, + "TP": 25654, + "n_pred": 28651, + "n_ref": 27496 + }, + "5": { + "Dice": 0.8033671487157349, + "FN": 3467, + "FP": 1999, + "IoU": 0.6713564213564214, + "TN": 97121248, + "TP": 11166, + "n_pred": 13165, + "n_ref": 14633 + }, + "6": { + "Dice": 0.9751925436335924, + "FN": 40608, + "FP": 33659, + "IoU": 0.9515861126647814, + "TN": 95603878, + "TP": 1459735, + "n_pred": 1493394, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.9483627351266674, + "FN": 10884, + "FP": 15618, + "IoU": 0.901796433812086, + "TN": 96868012, + "TP": 243366, + "n_pred": 258984, + "n_ref": 254250 + }, + "8": { + "Dice": 0.9312861954967135, + "FN": 8897, + "FP": 8687, + "IoU": 0.8714084084742912, + "TN": 97001137, + "TP": 119159, + "n_pred": 127846, + "n_ref": 128056 + }, + "9": { + "Dice": 0.8365403330268395, + "FN": 6259, + "FP": 18096, + "IoU": 0.7190110295814297, + "TN": 97051204, + "TP": 62321, + "n_pred": 80417, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9712521606026469, + "FN": 4093, + "FP": 5936, + "IoU": 0.9441110089442447, + "TN": 130587347, + "TP": 169416, + "n_pred": 175352, + "n_ref": 173509 + }, + "10": { + "Dice": 0.8608757601200926, + "FN": 9578, + "FP": 12294, + "IoU": 0.7557347390051596, + "TN": 130677250, + "TP": 67670, + "n_pred": 79964, + "n_ref": 77248 + }, + "11": { + "Dice": 0.7763765763516044, + "FN": 940, + "FP": 851, + "IoU": 0.6344897959183673, + "TN": 130761892, + "TP": 3109, + "n_pred": 3960, + "n_ref": 4049 + }, + "12": { + "Dice": 0.7828880622252282, + "FN": 1013, + "FP": 271, + "IoU": 0.6432342317310364, + "TN": 130763193, + "TP": 2315, + "n_pred": 2586, + "n_ref": 3328 + }, + "13": { + "Dice": 0.7904733449997866, + "FN": 15067, + "FP": 9478, + "IoU": 0.6535394170371939, + "TN": 130695947, + "TP": 46300, + "n_pred": 55778, + "n_ref": 61367 + }, + "14": { + "Dice": 0.9526658141307823, + "FN": 4474, + "FP": 10924, + "IoU": 0.9096101578505557, + "TN": 130596441, + "TP": 154953, + "n_pred": 165877, + "n_ref": 159427 + }, + "15": { + "Dice": 0.7453069118482248, + "FN": 4512, + "FP": 12081, + "IoU": 0.5940153164835703, + "TN": 130725921, + "TP": 24278, + "n_pred": 36359, + "n_ref": 28790 + }, + "2": { + "Dice": 0.91544177056764, + "FN": 21872, + "FP": 4815, + "IoU": 0.8440688067497926, + "TN": 130595646, + "TP": 144459, + "n_pred": 149274, + "n_ref": 166331 + }, + "3": { + "Dice": 0.917820236752458, + "FN": 4935, + "FP": 23917, + "IoU": 0.8481217889328729, + "TN": 130576824, + "TP": 161116, + "n_pred": 185033, + "n_ref": 166051 + }, + "4": { + "Dice": 0.8982017468744649, + "FN": 3713, + "FP": 2231, + "IoU": 0.8152143501103616, + "TN": 130734625, + "TP": 26223, + "n_pred": 28454, + "n_ref": 29936 + }, + "5": { + "Dice": 0.6457500565653518, + "FN": 14185, + "FP": 4603, + "IoU": 0.4768322566273112, + "TN": 130730880, + "TP": 17124, + "n_pred": 21727, + "n_ref": 31309 + }, + "6": { + "Dice": 0.9661810290355832, + "FN": 24395, + "FP": 67502, + "IoU": 0.9345746752299038, + "TN": 129362183, + "TP": 1312712, + "n_pred": 1380214, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.9274518412397655, + "FN": 24111, + "FP": 41822, + "IoU": 0.8647181328545781, + "TN": 130279417, + "TP": 421442, + "n_pred": 463264, + "n_ref": 445553 + }, + "8": { + "Dice": 0.8744101368439584, + "FN": 26574, + "FP": 31924, + "IoU": 0.7768461368266054, + "TN": 130504650, + "TP": 203644, + "n_pred": 235568, + "n_ref": 230218 + }, + "9": { + "Dice": 0.8822153731782489, + "FN": 16586, + "FP": 6229, + "IoU": 0.7892534500914482, + "TN": 130658534, + "TP": 85443, + "n_pred": 91672, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9162421278371323, + "FN": 12001, + "FP": 22525, + "IoU": 0.8454306551043341, + "TN": 72012639, + "TP": 188843, + "n_pred": 211368, + "n_ref": 200844 + }, + "10": { + "Dice": 0.5972949214847965, + "FN": 32766, + "FP": 7548, + "IoU": 0.4258164675050918, + "TN": 72165797, + "TP": 29897, + "n_pred": 37445, + "n_ref": 62663 + }, + "11": { + "Dice": 0.6876916338151555, + "FN": 1117, + "FP": 309, + "IoU": 0.5240320427236315, + "TN": 72233012, + "TP": 1570, + "n_pred": 1879, + "n_ref": 2687 + }, + "12": { + "Dice": 0.6737244522864285, + "FN": 1780, + "FP": 439, + "IoU": 0.5079822616407982, + "TN": 72231498, + "TP": 2291, + "n_pred": 2730, + "n_ref": 4071 + }, + "13": { + "Dice": 0.6010286420471067, + "FN": 37367, + "FP": 6539, + "IoU": 0.4296218350935994, + "TN": 72159031, + "TP": 33071, + "n_pred": 39610, + "n_ref": 70438 + }, + "14": { + "Dice": 0.5032583423388021, + "FN": 20057, + "FP": 86126, + "IoU": 0.3362359427646261, + "TN": 72076037, + "TP": 53788, + "n_pred": 139914, + "n_ref": 73845 + }, + "15": { + "Dice": 0.6794446288306228, + "FN": 3750, + "FP": 19430, + "IoU": 0.5145143048632346, + "TN": 72188262, + "TP": 24566, + "n_pred": 43996, + "n_ref": 28316 + }, + "2": { + "Dice": 0.9447019108626658, + "FN": 5701, + "FP": 8534, + "IoU": 0.8951991106464746, + "TN": 72100179, + "TP": 121594, + "n_pred": 130128, + "n_ref": 127295 + }, + "3": { + "Dice": 0.9439897030736563, + "FN": 9095, + "FP": 9791, + "IoU": 0.8939209265489758, + "TN": 72057971, + "TP": 159151, + "n_pred": 168942, + "n_ref": 168246 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 68988, + "IoU": 0.0, + "TN": 72167020, + "TP": 0, + "n_pred": 68988, + "n_ref": 0 + }, + "5": { + "Dice": 0.8217816762155858, + "FN": 123, + "FP": 3392, + "IoU": 0.6974782683535589, + "TN": 72224389, + "TP": 8104, + "n_pred": 11496, + "n_ref": 8227 + }, + "6": { + "Dice": 0.928129288188016, + "FN": 148234, + "FP": 62944, + "IoU": 0.865896677612382, + "TN": 70661267, + "TP": 1363563, + "n_pred": 1426507, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.6537092331784148, + "FN": 144522, + "FP": 61797, + "IoU": 0.48556318537468396, + "TN": 71834950, + "TP": 194739, + "n_pred": 256536, + "n_ref": 339261 + }, + "8": { + "Dice": 0.9274818153488337, + "FN": 6566, + "FP": 2975, + "IoU": 0.8647702469030814, + "TN": 72165454, + "TP": 61013, + "n_pred": 63988, + "n_ref": 67579 + }, + "9": { + "Dice": 0.7072087779250064, + "FN": 19198, + "FP": 5992, + "IoU": 0.547040207149536, + "TN": 72180396, + "TP": 30422, + "n_pred": 36414, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8678209296823851, + "FN": 10124, + "FP": 13901, + "IoU": 0.7665050100589933, + "TN": 52450227, + "TP": 78868, + "n_pred": 92769, + "n_ref": 88992 + }, + "10": { + "Dice": 0.45490648503538705, + "FN": 26680, + "FP": 22458, + "IoU": 0.2944200338875966, + "TN": 52483478, + "TP": 20504, + "n_pred": 42962, + "n_ref": 47184 + }, + "11": { + "Dice": 0.1603658536585366, + "FN": 1779, + "FP": 975, + "IoU": 0.08717268810076234, + "TN": 52550103, + "TP": 263, + "n_pred": 1238, + "n_ref": 2042 + }, + "12": { + "Dice": 0.1042242400315831, + "FN": 3802, + "FP": 736, + "IoU": 0.054977092877967516, + "TN": 52548318, + "TP": 264, + "n_pred": 1000, + "n_ref": 4066 + }, + "13": { + "Dice": 0.2885405217793718, + "FN": 16627, + "FP": 7971, + "IoU": 0.16859325356587576, + "TN": 52523534, + "TP": 4988, + "n_pred": 12959, + "n_ref": 21615 + }, + "14": { + "Dice": 0.40790590517764036, + "FN": 40699, + "FP": 3248, + "IoU": 0.25620715917745623, + "TN": 52494035, + "TP": 15138, + "n_pred": 18386, + "n_ref": 55837 + }, + "15": { + "Dice": 0.25121152072828584, + "FN": 18867, + "FP": 19298, + "IoU": 0.14364888819081384, + "TN": 52508553, + "TP": 6402, + "n_pred": 25700, + "n_ref": 25269 + }, + "2": { + "Dice": 0.806831286770148, + "FN": 17889, + "FP": 38224, + "IoU": 0.6762088863242931, + "TN": 52379820, + "TP": 117187, + "n_pred": 155411, + "n_ref": 135076 + }, + "3": { + "Dice": 0.8324077413150619, + "FN": 39221, + "FP": 2605, + "IoU": 0.7129267388708149, + "TN": 52407422, + "TP": 103872, + "n_pred": 106477, + "n_ref": 143093 + }, + "4": { + "Dice": 0.0, + "FN": 1880, + "FP": 2324, + "IoU": 0.0, + "TN": 52548916, + "TP": 0, + "n_pred": 2324, + "n_ref": 1880 + }, + "5": { + "Dice": 0.7951909476661951, + "FN": 660, + "FP": 2236, + "IoU": 0.6600140878140408, + "TN": 52544602, + "TP": 5622, + "n_pred": 7858, + "n_ref": 6282 + }, + "6": { + "Dice": 0.9383684740007965, + "FN": 56466, + "FP": 37634, + "IoU": 0.8838928112252579, + "TN": 51742662, + "TP": 716358, + "n_pred": 753992, + "n_ref": 772824 + }, + "7": { + "Dice": 0.5813078040858193, + "FN": 108055, + "FP": 14402, + "IoU": 0.40974906731705435, + "TN": 52345654, + "TP": 85009, + "n_pred": 99411, + "n_ref": 193064 + }, + "8": { + "Dice": 0.9012297570391583, + "FN": 9808, + "FP": 1091, + "IoU": 0.8202167494185375, + "TN": 52492497, + "TP": 49724, + "n_pred": 50815, + "n_ref": 59532 + }, + "9": { + "Dice": 0.8377028369577216, + "FN": 17380, + "FP": 6144, + "IoU": 0.7207303464159366, + "TN": 52468886, + "TP": 60710, + "n_pred": 66854, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.974180958586937, + "FN": 11663, + "FP": 3235, + "IoU": 0.9496616062468535, + "TN": 143841293, + "TP": 281059, + "n_pred": 284294, + "n_ref": 292722 + }, + "10": { + "Dice": 0.8824572240720373, + "FN": 10422, + "FP": 12983, + "IoU": 0.7896406679728928, + "TN": 144025988, + "TP": 87857, + "n_pred": 100840, + "n_ref": 98279 + }, + "11": { + "Dice": 0.690987510108725, + "FN": 2774, + "FP": 665, + "IoU": 0.5278693025809994, + "TN": 144129966, + "TP": 3845, + "n_pred": 4510, + "n_ref": 6619 + }, + "12": { + "Dice": 0.6684711779448621, + "FN": 2312, + "FP": 995, + "IoU": 0.502032826381569, + "TN": 144130609, + "TP": 3334, + "n_pred": 4329, + "n_ref": 5646 + }, + "13": { + "Dice": 0.8172240722230834, + "FN": 27855, + "FP": 6340, + "IoU": 0.6909373559530373, + "TN": 144026609, + "TP": 76446, + "n_pred": 82786, + "n_ref": 104301 + }, + "14": { + "Dice": 0.9612324655436447, + "FN": 17789, + "FP": 13855, + "IoU": 0.9253585943525959, + "TN": 143713303, + "TP": 392303, + "n_pred": 406158, + "n_ref": 410092 + }, + "15": { + "Dice": 0.8230355134179657, + "FN": 2179, + "FP": 6631, + "IoU": 0.6992866163771034, + "TN": 144107953, + "TP": 20487, + "n_pred": 27118, + "n_ref": 22666 + }, + "2": { + "Dice": 0.9555226813808593, + "FN": 5302, + "FP": 7055, + "IoU": 0.9148333471176908, + "TN": 143992158, + "TP": 132735, + "n_pred": 139790, + "n_ref": 138037 + }, + "3": { + "Dice": 0.9579190222693101, + "FN": 8739, + "FP": 5798, + "IoU": 0.9192366454623739, + "TN": 143957255, + "TP": 165458, + "n_pred": 171256, + "n_ref": 174197 + }, + "4": { + "Dice": 0.9327936163619461, + "FN": 3008, + "FP": 3932, + "IoU": 0.8740517585568582, + "TN": 144082148, + "TP": 48162, + "n_pred": 52094, + "n_ref": 51170 + }, + "5": { + "Dice": 0.7617035775127768, + "FN": 9776, + "FP": 4212, + "IoU": 0.6151221659696235, + "TN": 144100906, + "TP": 22356, + "n_pred": 26568, + "n_ref": 32132 + }, + "6": { + "Dice": 0.9764958680118625, + "FN": 31619, + "FP": 32261, + "IoU": 0.9540712513930331, + "TN": 142746400, + "TP": 1326970, + "n_pred": 1359231, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.9395161620210912, + "FN": 19385, + "FP": 10187, + "IoU": 0.8859316176016787, + "TN": 143878002, + "TP": 229676, + "n_pred": 239863, + "n_ref": 249061 + }, + "8": { + "Dice": 0.8834688231357186, + "FN": 21872, + "FP": 32800, + "IoU": 0.791262117388333, + "TN": 143875333, + "TP": 207245, + "n_pred": 240045, + "n_ref": 229117 + }, + "9": { + "Dice": 0.8794622756801955, + "FN": 12422, + "FP": 10066, + "IoU": 0.7848573560645198, + "TN": 144032724, + "TP": 82038, + "n_pred": 92104, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9603460874884143, + "FN": 8339, + "FP": 8646, + "IoU": 0.9237170907849707, + "TN": 111556262, + "TP": 205673, + "n_pred": 214319, + "n_ref": 214012 + }, + "10": { + "Dice": 0.6834146341463415, + "FN": 17982, + "FP": 7978, + "IoU": 0.5190811411633939, + "TN": 111724940, + "TP": 28020, + "n_pred": 35998, + "n_ref": 46002 + }, + "11": { + "Dice": 0.7238539238539239, + "FN": 1466, + "FP": 311, + "IoU": 0.5672187043351193, + "TN": 111774814, + "TP": 2329, + "n_pred": 2640, + "n_ref": 3795 + }, + "12": { + "Dice": 0.697156652360515, + "FN": 2061, + "FP": 197, + "IoU": 0.5351039736462837, + "TN": 111774063, + "TP": 2599, + "n_pred": 2796, + "n_ref": 4660 + }, + "13": { + "Dice": 0.7290901211538824, + "FN": 14248, + "FP": 14508, + "IoU": 0.5736757053268299, + "TN": 111711469, + "TP": 38695, + "n_pred": 53203, + "n_ref": 52943 + }, + "14": { + "Dice": 0.8773201571640258, + "FN": 7015, + "FP": 16746, + "IoU": 0.7814517760894759, + "TN": 111670198, + "TP": 84961, + "n_pred": 101707, + "n_ref": 91976 + }, + "15": { + "Dice": 0.6337172290063082, + "FN": 5257, + "FP": 1072, + "IoU": 0.46382582175533715, + "TN": 111767116, + "TP": 5475, + "n_pred": 6547, + "n_ref": 10732 + }, + "2": { + "Dice": 0.9652589750082786, + "FN": 8095, + "FP": 6173, + "IoU": 0.9328507826545307, + "TN": 111566438, + "TP": 198214, + "n_pred": 204387, + "n_ref": 206309 + }, + "3": { + "Dice": 0.9386046073988114, + "FN": 3587, + "FP": 4243, + "IoU": 0.8843119293165096, + "TN": 111711238, + "TP": 59852, + "n_pred": 64095, + "n_ref": 63439 + }, + "4": { + "Dice": 0.8588079039384166, + "FN": 2837, + "FP": 2372, + "IoU": 0.7525533228825234, + "TN": 111757869, + "TP": 15842, + "n_pred": 18214, + "n_ref": 18679 + }, + "5": { + "Dice": 0.6228577965907791, + "FN": 12805, + "FP": 3678, + "IoU": 0.452282847079152, + "TN": 111748826, + "TP": 13611, + "n_pred": 17289, + "n_ref": 26416 + }, + "6": { + "Dice": 0.9695863339879238, + "FN": 32265, + "FP": 43174, + "IoU": 0.9409680461056313, + "TN": 110500985, + "TP": 1202496, + "n_pred": 1245670, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.926369830048023, + "FN": 21860, + "FP": 12561, + "IoU": 0.8628388582722661, + "TN": 111527967, + "TP": 216532, + "n_pred": 229093, + "n_ref": 238392 + }, + "8": { + "Dice": 0.8694228407695457, + "FN": 51040, + "FP": 16907, + "IoU": 0.7690079652425779, + "TN": 111484767, + "TP": 226206, + "n_pred": 243113, + "n_ref": 277246 + }, + "9": { + "Dice": 0.8561404868971934, + "FN": 14084, + "FP": 8182, + "IoU": 0.7484664655844376, + "TN": 111690399, + "TP": 66255, + "n_pred": 74437, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.897989277671723, + "FN": 8290, + "FP": 27406, + "IoU": 0.8148643742544474, + "TN": 198895065, + "TP": 157114, + "n_pred": 184520, + "n_ref": 165404 + }, + "10": { + "Dice": 0.739692682184695, + "FN": 16938, + "FP": 15571, + "IoU": 0.5869145340415258, + "TN": 199009177, + "TP": 46189, + "n_pred": 61760, + "n_ref": 63127 + }, + "11": { + "Dice": 0.7240348368646822, + "FN": 1650, + "FP": 473, + "IoU": 0.5674409127954361, + "TN": 199082967, + "TP": 2785, + "n_pred": 3258, + "n_ref": 4435 + }, + "12": { + "Dice": 0.7155380894800484, + "FN": 968, + "FP": 914, + "IoU": 0.5570722522946576, + "TN": 199083626, + "TP": 2367, + "n_pred": 3281, + "n_ref": 3335 + }, + "13": { + "Dice": 0.47403373621994954, + "FN": 21318, + "FP": 10362, + "IoU": 0.31064496474889025, + "TN": 199041919, + "TP": 14276, + "n_pred": 24638, + "n_ref": 35594 + }, + "14": { + "Dice": 0.5900641574558341, + "FN": 24553, + "FP": 6564, + "IoU": 0.418504260726566, + "TN": 199034363, + "TP": 22395, + "n_pred": 28959, + "n_ref": 46948 + }, + "15": { + "Dice": 0.7772983969974394, + "FN": 49926, + "FP": 866, + "IoU": 0.6357220724080556, + "TN": 198948443, + "TP": 88640, + "n_pred": 89506, + "n_ref": 138566 + }, + "2": { + "Dice": 0.9430373794862342, + "FN": 4229, + "FP": 10914, + "IoU": 0.8922145033169149, + "TN": 198947383, + "TP": 125349, + "n_pred": 136263, + "n_ref": 129578 + }, + "3": { + "Dice": 0.9569053100902679, + "FN": 7912, + "FP": 3880, + "IoU": 0.9173714710148482, + "TN": 198945164, + "TP": 130919, + "n_pred": 134799, + "n_ref": 138831 + }, + "4": { + "Dice": 0.869552292050657, + "FN": 2495, + "FP": 1893, + "IoU": 0.7692105401567348, + "TN": 199068862, + "TP": 14625, + "n_pred": 16518, + "n_ref": 17120 + }, + "5": { + "Dice": 0.685311070330068, + "FN": 6811, + "FP": 5364, + "IoU": 0.5212724127083989, + "TN": 199062443, + "TP": 13257, + "n_pred": 18621, + "n_ref": 20068 + }, + "6": { + "Dice": 0.9597003017246862, + "FN": 61001, + "FP": 30878, + "IoU": 0.9225229069235997, + "TN": 197901989, + "TP": 1094007, + "n_pred": 1124885, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.9043974533440141, + "FN": 15615, + "FP": 14102, + "IoU": 0.8254795099778011, + "TN": 198917597, + "TP": 140561, + "n_pred": 154663, + "n_ref": 156176 + }, + "8": { + "Dice": 0.9111336631570045, + "FN": 10618, + "FP": 10398, + "IoU": 0.8367727353925734, + "TN": 198959122, + "TP": 107737, + "n_pred": 118135, + "n_ref": 118355 + }, + "9": { + "Dice": 0.9143823994723284, + "FN": 7745, + "FP": 10168, + "IoU": 0.8422693211936566, + "TN": 198974308, + "TP": 95654, + "n_pred": 105822, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9442611210577055, + "FN": 12968, + "FP": 7268, + "IoU": 0.8944078312278559, + "TN": 130883549, + "TP": 171407, + "n_pred": 178675, + "n_ref": 184375 + }, + "10": { + "Dice": 0.8420435147327111, + "FN": 10949, + "FP": 15978, + "IoU": 0.7271806198644363, + "TN": 130976493, + "TP": 71772, + "n_pred": 87750, + "n_ref": 82721 + }, + "11": { + "Dice": 0.7273167190902492, + "FN": 1065, + "FP": 1189, + "IoU": 0.5714828897338403, + "TN": 131069932, + "TP": 3006, + "n_pred": 4195, + "n_ref": 4071 + }, + "12": { + "Dice": 0.7920834220046818, + "FN": 913, + "FP": 1041, + "IoU": 0.6557434813248767, + "TN": 131069516, + "TP": 3722, + "n_pred": 4763, + "n_ref": 4635 + }, + "13": { + "Dice": 0.6062379463988827, + "FN": 44578, + "FP": 14632, + "IoU": 0.4349651684321023, + "TN": 130970402, + "TP": 45580, + "n_pred": 60212, + "n_ref": 90158 + }, + "14": { + "Dice": 0.8757735929241148, + "FN": 7155, + "FP": 6876, + "IoU": 0.7790010868024382, + "TN": 131011703, + "TP": 49458, + "n_pred": 56334, + "n_ref": 56613 + }, + "15": { + "Dice": 0.7861906869553273, + "FN": 1823, + "FP": 12186, + "IoU": 0.6477052684521564, + "TN": 131035427, + "TP": 25756, + "n_pred": 37942, + "n_ref": 27579 + }, + "2": { + "Dice": 0.9348890897542386, + "FN": 7181, + "FP": 14141, + "IoU": 0.8777387225697689, + "TN": 130900795, + "TP": 153075, + "n_pred": 167216, + "n_ref": 160256 + }, + "3": { + "Dice": 0.8807621268611014, + "FN": 10295, + "FP": 38381, + "IoU": 0.7869302388696044, + "TN": 130846741, + "TP": 179775, + "n_pred": 218156, + "n_ref": 190070 + }, + "4": { + "Dice": 0.8464240077740625, + "FN": 17770, + "FP": 2301, + "IoU": 0.7337392711691275, + "TN": 130999811, + "TP": 55310, + "n_pred": 57611, + "n_ref": 73080 + }, + "5": { + "Dice": 0.7803027428961645, + "FN": 4415, + "FP": 1376, + "IoU": 0.639751166407465, + "TN": 131059117, + "TP": 10284, + "n_pred": 11660, + "n_ref": 14699 + }, + "6": { + "Dice": 0.9725302306997772, + "FN": 39159, + "FP": 41556, + "IoU": 0.9465292894818081, + "TN": 129565674, + "TP": 1428803, + "n_pred": 1470359, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.9143504123795626, + "FN": 39047, + "FP": 99237, + "IoU": 0.8422150413962447, + "TN": 130198784, + "TP": 738124, + "n_pred": 837361, + "n_ref": 777171 + }, + "8": { + "Dice": 0.9151492610355291, + "FN": 11311, + "FP": 10362, + "IoU": 0.8435715883911107, + "TN": 130936643, + "TP": 116876, + "n_pred": 127238, + "n_ref": 128187 + }, + "9": { + "Dice": 0.7495240110006347, + "FN": 19484, + "FP": 11300, + "IoU": 0.5993909659956014, + "TN": 130998349, + "TP": 46059, + "n_pred": 57359, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9780199666835797, + "FN": 4472, + "FP": 5015, + "IoU": 0.9569853958005559, + "TN": 101396647, + "TP": 211066, + "n_pred": 216081, + "n_ref": 215538 + }, + "10": { + "Dice": 0.872973677352098, + "FN": 3953, + "FP": 8232, + "IoU": 0.7745814448247156, + "TN": 101563145, + "TP": 41870, + "n_pred": 50102, + "n_ref": 45823 + }, + "11": { + "Dice": 0.8638173056777708, + "FN": 836, + "FP": 464, + "IoU": 0.7602802876636549, + "TN": 101611777, + "TP": 4123, + "n_pred": 4587, + "n_ref": 4959 + }, + "12": { + "Dice": 0.7797473728903513, + "FN": 1817, + "FP": 258, + "IoU": 0.6390048712595685, + "TN": 101611452, + "TP": 3673, + "n_pred": 3931, + "n_ref": 5490 + }, + "13": { + "Dice": 0.8619460726846424, + "FN": 4941, + "FP": 12723, + "IoU": 0.7573859656351725, + "TN": 101544393, + "TP": 55143, + "n_pred": 67866, + "n_ref": 60084 + }, + "14": { + "Dice": 0.931793365424542, + "FN": 1182, + "FP": 7688, + "IoU": 0.8722969276397248, + "TN": 101547742, + "TP": 60588, + "n_pred": 68276, + "n_ref": 61770 + }, + "15": { + "Dice": 0.8618040641004461, + "FN": 1967, + "FP": 8071, + "IoU": 0.7571667029537702, + "TN": 101575863, + "TP": 31299, + "n_pred": 39370, + "n_ref": 33266 + }, + "2": { + "Dice": 0.9452905002190201, + "FN": 6177, + "FP": 13057, + "IoU": 0.8962567421790723, + "TN": 101431800, + "TP": 166166, + "n_pred": 179223, + "n_ref": 172343 + }, + "3": { + "Dice": 0.9426551173435765, + "FN": 14196, + "FP": 5122, + "IoU": 0.8915304105650885, + "TN": 101439104, + "TP": 158778, + "n_pred": 163900, + "n_ref": 172974 + }, + "4": { + "Dice": 0.9133923303834808, + "FN": 731, + "FP": 2205, + "IoU": 0.8405907264632425, + "TN": 101598782, + "TP": 15482, + "n_pred": 17687, + "n_ref": 16213 + }, + "5": { + "Dice": 0.7651192181312664, + "FN": 7668, + "FP": 6271, + "IoU": 0.6195895420555646, + "TN": 101580558, + "TP": 22703, + "n_pred": 28974, + "n_ref": 30371 + }, + "6": { + "Dice": 0.9865514429341424, + "FN": 28151, + "FP": 12896, + "IoU": 0.9734598130865293, + "TN": 100070602, + "TP": 1505551, + "n_pred": 1518447, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.969041758513814, + "FN": 20755, + "FP": 5255, + "IoU": 0.9399427828588713, + "TN": 101184113, + "TP": 407077, + "n_pred": 412332, + "n_ref": 427832 + }, + "8": { + "Dice": 0.922445858581671, + "FN": 31687, + "FP": 1986, + "IoU": 0.8560552301970675, + "TN": 101383270, + "TP": 200257, + "n_pred": 202243, + "n_ref": 231944 + }, + "9": { + "Dice": 0.9357449128807594, + "FN": 5489, + "FP": 4881, + "IoU": 0.8792487103948579, + "TN": 101531321, + "TP": 75509, + "n_pred": 80390, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9372628723203292, + "FN": 5685, + "FP": 21880, + "IoU": 0.8819329332802214, + "TN": 118948743, + "TP": 205904, + "n_pred": 227784, + "n_ref": 211589 + }, + "10": { + "Dice": 0.8773147571218504, + "FN": 10347, + "FP": 9343, + "IoU": 0.7814432074236051, + "TN": 119092121, + "TP": 70401, + "n_pred": 79744, + "n_ref": 80748 + }, + "11": { + "Dice": 0.7026520225020091, + "FN": 1415, + "FP": 805, + "IoU": 0.5416064422878382, + "TN": 119177369, + "TP": 2623, + "n_pred": 3428, + "n_ref": 4038 + }, + "12": { + "Dice": 0.7427996478430386, + "FN": 1182, + "FP": 863, + "IoU": 0.5908363345338136, + "TN": 119177214, + "TP": 2953, + "n_pred": 3816, + "n_ref": 4135 + }, + "13": { + "Dice": 0.7092052396528805, + "FN": 9334, + "FP": 10135, + "IoU": 0.5494330016199954, + "TN": 119139002, + "TP": 23741, + "n_pred": 33876, + "n_ref": 33075 + }, + "14": { + "Dice": 0.00022940383677917014, + "FN": 65859, + "FP": 3871, + "IoU": 0.00011471507642891967, + "TN": 119112474, + "TP": 8, + "n_pred": 3879, + "n_ref": 65867 + }, + "15": { + "Dice": 0.5230100613204739, + "FN": 11935, + "FP": 4089, + "IoU": 0.35410536498851225, + "TN": 119157403, + "TP": 8785, + "n_pred": 12874, + "n_ref": 20720 + }, + "2": { + "Dice": 0.9504436291728463, + "FN": 10844, + "FP": 8202, + "IoU": 0.9055670143984769, + "TN": 118980524, + "TP": 182642, + "n_pred": 190844, + "n_ref": 193486 + }, + "3": { + "Dice": 0.9637953588018994, + "FN": 9856, + "FP": 4204, + "IoU": 0.9301206735452575, + "TN": 118981008, + "TP": 187144, + "n_pred": 191348, + "n_ref": 197000 + }, + "4": { + "Dice": 0.873206964168994, + "FN": 6599, + "FP": 4070, + "IoU": 0.7749488472166558, + "TN": 119134805, + "TP": 36738, + "n_pred": 40808, + "n_ref": 43337 + }, + "5": { + "Dice": 0.8590105906197368, + "FN": 2676, + "FP": 2263, + "IoU": 0.7528646484863648, + "TN": 119162227, + "TP": 15046, + "n_pred": 17309, + "n_ref": 17722 + }, + "6": { + "Dice": 0.9630862982994759, + "FN": 77106, + "FP": 50283, + "IoU": 0.9288008218234823, + "TN": 117393020, + "TP": 1661803, + "n_pred": 1712086, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.9542099844115487, + "FN": 16354, + "FP": 10641, + "IoU": 0.9124298092238222, + "TN": 118873945, + "TP": 281272, + "n_pred": 291913, + "n_ref": 297626 + }, + "8": { + "Dice": 0.929922161983393, + "FN": 3434, + "FP": 8432, + "IoU": 0.869022914918981, + "TN": 119091616, + "TP": 78730, + "n_pred": 87162, + "n_ref": 82164 + }, + "9": { + "Dice": 0.9336932660931474, + "FN": 6834, + "FP": 4342, + "IoU": 0.8756329078708701, + "TN": 119092349, + "TP": 78687, + "n_pred": 83029, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 53217, + "IoU": 0.0, + "TN": 61279263, + "TP": 0, + "n_pred": 53217, + "n_ref": 0 + }, + "10": { + "Dice": 0.7113479047591694, + "FN": 9661, + "FP": 10439, + "IoU": 0.552009271847906, + "TN": 61287613, + "TP": 24767, + "n_pred": 35206, + "n_ref": 34428 + }, + "11": { + "Dice": 0.8558920965451964, + "FN": 247, + "FP": 971, + "IoU": 0.7480868665977249, + "TN": 61327645, + "TP": 3617, + "n_pred": 4588, + "n_ref": 3864 + }, + "12": { + "Dice": 0.7873002252493833, + "FN": 1180, + "FP": 803, + "IoU": 0.6492128073589245, + "TN": 61326827, + "TP": 3670, + "n_pred": 4473, + "n_ref": 4850 + }, + "13": { + "Dice": 0.6078711394790787, + "FN": 21411, + "FP": 18952, + "IoU": 0.4366486154533274, + "TN": 61260832, + "TP": 31285, + "n_pred": 50237, + "n_ref": 52696 + }, + "14": { + "Dice": 0.9567511140544849, + "FN": 14868, + "FP": 8250, + "IoU": 0.9170880764347658, + "TN": 61053654, + "TP": 255708, + "n_pred": 263958, + "n_ref": 270576 + }, + "15": { + "Dice": 0.7281001665421852, + "FN": 19753, + "FP": 38858, + "IoU": 0.5724508702566272, + "TN": 61195394, + "TP": 78475, + "n_pred": 117333, + "n_ref": 98228 + }, + "2": { + "Dice": 0.9635952721775128, + "FN": 5106, + "FP": 6669, + "IoU": 0.9297480475625108, + "TN": 61164869, + "TP": 155836, + "n_pred": 162505, + "n_ref": 160942 + }, + "3": { + "Dice": 0.960861460357752, + "FN": 7514, + "FP": 2354, + "IoU": 0.9246711806960358, + "TN": 61201481, + "TP": 121131, + "n_pred": 123485, + "n_ref": 128645 + }, + "4": { + "Dice": 0.9513724659677856, + "FN": 1759, + "FP": 2374, + "IoU": 0.9072548975607567, + "TN": 61287917, + "TP": 40430, + "n_pred": 42804, + "n_ref": 42189 + }, + "5": { + "Dice": 0.7837033422786045, + "FN": 541, + "FP": 3892, + "IoU": 0.6443356867779204, + "TN": 61320016, + "TP": 8031, + "n_pred": 11923, + "n_ref": 8572 + }, + "6": { + "Dice": 0.9778062502512176, + "FN": 26246, + "FP": 27313, + "IoU": 0.956576236639606, + "TN": 60099077, + "TP": 1179844, + "n_pred": 1207157, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.5488074878362433, + "FN": 121435, + "FP": 14697, + "IoU": 0.37817690157314865, + "TN": 61113556, + "TP": 82792, + "n_pred": 97489, + "n_ref": 204227 + }, + "8": { + "Dice": 0.9262638266751988, + "FN": 6220, + "FP": 5879, + "IoU": 0.8626549516414658, + "TN": 61244388, + "TP": 75993, + "n_pred": 81872, + "n_ref": 82213 + }, + "9": { + "Dice": 0.8761878613157614, + "FN": 5932, + "FP": 10302, + "IoU": 0.7796568760519029, + "TN": 61258804, + "TP": 57442, + "n_pred": 67744, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9810853500310261, + "FN": 3239, + "FP": 3467, + "IoU": 0.9628729453059688, + "TN": 148926877, + "TP": 173917, + "n_pred": 177384, + "n_ref": 177156 + }, + "10": { + "Dice": 0.8888904270782861, + "FN": 8593, + "FP": 7459, + "IoU": 0.8000024918702733, + "TN": 149027239, + "TP": 64209, + "n_pred": 71668, + "n_ref": 72802 + }, + "11": { + "Dice": 0.8288252714708786, + "FN": 505, + "FP": 362, + "IoU": 0.7076871207012811, + "TN": 149104534, + "TP": 2099, + "n_pred": 2461, + "n_ref": 2604 + }, + "12": { + "Dice": 0.68554476806904, + "FN": 826, + "FP": 340, + "IoU": 0.5215428805908905, + "TN": 149105063, + "TP": 1271, + "n_pred": 1611, + "n_ref": 2097 + }, + "13": { + "Dice": 0.7450269146862535, + "FN": 26652, + "FP": 12852, + "IoU": 0.5936596755778192, + "TN": 149010281, + "TP": 57715, + "n_pred": 70567, + "n_ref": 84367 + }, + "14": { + "Dice": 0.9165404313640626, + "FN": 4124, + "FP": 12074, + "IoU": 0.8459387483355526, + "TN": 149002360, + "TP": 88942, + "n_pred": 101016, + "n_ref": 93066 + }, + "15": { + "Dice": 0.8581225889412774, + "FN": 6011, + "FP": 4581, + "IoU": 0.7515015015015015, + "TN": 149064876, + "TP": 32032, + "n_pred": 36613, + "n_ref": 38043 + }, + "2": { + "Dice": 0.948719996559626, + "FN": 2578, + "FP": 14116, + "IoU": 0.9024427302477793, + "TN": 148936380, + "TP": 154426, + "n_pred": 168542, + "n_ref": 157004 + }, + "3": { + "Dice": 0.8004829076121489, + "FN": 9694, + "FP": 15426, + "IoU": 0.6673376416993325, + "TN": 149031988, + "TP": 50392, + "n_pred": 65818, + "n_ref": 60086 + }, + "4": { + "Dice": 0.9336089261449542, + "FN": 1442, + "FP": 2027, + "IoU": 0.8754845656855708, + "TN": 149079640, + "TP": 24391, + "n_pred": 26418, + "n_ref": 25833 + }, + "5": { + "Dice": 0.3327123878621501, + "FN": 26929, + "FP": 295, + "IoU": 0.1995530857663697, + "TN": 149073489, + "TP": 6787, + "n_pred": 7082, + "n_ref": 33716 + }, + "6": { + "Dice": 0.9745815602581577, + "FN": 23120, + "FP": 33369, + "IoU": 0.9504232833022943, + "TN": 147968074, + "TP": 1082937, + "n_pred": 1116306, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.9380077401860177, + "FN": 23307, + "FP": 9979, + "IoU": 0.8832528971071018, + "TN": 148822388, + "TP": 251826, + "n_pred": 261805, + "n_ref": 275133 + }, + "8": { + "Dice": 0.9341453292274957, + "FN": 25364, + "FP": 3357, + "IoU": 0.8764284239149142, + "TN": 148875076, + "TP": 203703, + "n_pred": 207060, + "n_ref": 229067 + }, + "9": { + "Dice": 0.9042919942359958, + "FN": 13123, + "FP": 2618, + "IoU": 0.8253038122190778, + "TN": 149017395, + "TP": 74364, + "n_pred": 76982, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9779290549249963, + "FN": 20068, + "FP": 2277, + "IoU": 0.9568113247297446, + "TN": 100195419, + "TP": 495036, + "n_pred": 497313, + "n_ref": 515104 + }, + "10": { + "Dice": 0.5414054054054054, + "FN": 19691, + "FP": 12124, + "IoU": 0.3711829232137563, + "TN": 100662205, + "TP": 18780, + "n_pred": 30904, + "n_ref": 38471 + }, + "11": { + "Dice": 0.5971312753352043, + "FN": 1566, + "FP": 1018, + "IoU": 0.42565014447655036, + "TN": 100708301, + "TP": 1915, + "n_pred": 2933, + "n_ref": 3481 + }, + "12": { + "Dice": 0.6473988439306358, + "FN": 2065, + "FP": 2083, + "IoU": 0.47863247863247865, + "TN": 100704844, + "TP": 3808, + "n_pred": 5891, + "n_ref": 5873 + }, + "13": { + "Dice": 0.0, + "FN": 39155, + "FP": 1530, + "IoU": 0.0, + "TN": 100672115, + "TP": 0, + "n_pred": 1530, + "n_ref": 39155 + }, + "14": { + "Dice": 0.7187457154148285, + "FN": 64777, + "FP": 4969, + "IoU": 0.5609703897673481, + "TN": 100553936, + "TP": 89118, + "n_pred": 94087, + "n_ref": 153895 + }, + "15": { + "Dice": 0.8907145513670217, + "FN": 1863, + "FP": 21057, + "IoU": 0.8029624407898696, + "TN": 100596477, + "TP": 93403, + "n_pred": 114460, + "n_ref": 95266 + }, + "2": { + "Dice": 0.8327296032754019, + "FN": 55800, + "FP": 15451, + "IoU": 0.7133990595598676, + "TN": 100464193, + "TP": 177356, + "n_pred": 192807, + "n_ref": 233156 + }, + "3": { + "Dice": 0.8622959049362384, + "FN": 12670, + "FP": 54809, + "IoU": 0.7579263436578488, + "TN": 100434046, + "TP": 211275, + "n_pred": 266084, + "n_ref": 223945 + }, + "4": { + "Dice": 0.6529290792643516, + "FN": 2091, + "FP": 56977, + "IoU": 0.4847028238927322, + "TN": 100598171, + "TP": 55561, + "n_pred": 112538, + "n_ref": 57652 + }, + "5": { + "Dice": 0.5810844268383263, + "FN": 9432, + "FP": 720, + "IoU": 0.4095271331355784, + "TN": 100695607, + "TP": 7041, + "n_pred": 7761, + "n_ref": 16473 + }, + "6": { + "Dice": 0.9541424631167778, + "FN": 106102, + "FP": 83451, + "IoU": 0.9123063414164743, + "TN": 98551264, + "TP": 1971983, + "n_pred": 2055434, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.6539955493773133, + "FN": 57975, + "FP": 62993, + "IoU": 0.4858791878992397, + "TN": 100477509, + "TP": 114323, + "n_pred": 177316, + "n_ref": 172298 + }, + "8": { + "Dice": 0.9360196098789731, + "FN": 2326, + "FP": 11847, + "IoU": 0.8797338922501209, + "TN": 100594953, + "TP": 103674, + "n_pred": 115521, + "n_ref": 106000 + }, + "9": { + "Dice": 0.7509884908794262, + "FN": 25217, + "FP": 25606, + "IoU": 0.6012662696824911, + "TN": 100585339, + "TP": 76638, + "n_pred": 102244, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9722049944941588, + "FN": 1023, + "FP": 3369, + "IoU": 0.9459133283253082, + "TN": 78869497, + "TP": 76811, + "n_pred": 80180, + "n_ref": 77834 + }, + "10": { + "Dice": 0.7552877554661872, + "FN": 11430, + "FP": 6399, + "IoU": 0.6067970800344045, + "TN": 78905357, + "TP": 27514, + "n_pred": 33913, + "n_ref": 38944 + }, + "11": { + "Dice": 0.6492693110647182, + "FN": 435, + "FP": 573, + "IoU": 0.4806800618238022, + "TN": 78948759, + "TP": 933, + "n_pred": 1506, + "n_ref": 1368 + }, + "12": { + "Dice": 0.33801169590643276, + "FN": 1982, + "FP": 282, + "IoU": 0.20337790288529206, + "TN": 78947858, + "TP": 578, + "n_pred": 860, + "n_ref": 2560 + }, + "13": { + "Dice": 0.5339105339105339, + "FN": 37205, + "FP": 1555, + "IoU": 0.3641732283464567, + "TN": 78889740, + "TP": 22200, + "n_pred": 23755, + "n_ref": 59405 + }, + "14": { + "Dice": 0.58168874252367, + "FN": 15258, + "FP": 2017, + "IoU": 0.4101277060711603, + "TN": 78921414, + "TP": 12011, + "n_pred": 14028, + "n_ref": 27269 + }, + "15": { + "Dice": 0.9195596811255174, + "FN": 3693, + "FP": 6004, + "IoU": 0.8510971546151129, + "TN": 78885577, + "TP": 55426, + "n_pred": 61430, + "n_ref": 59119 + }, + "2": { + "Dice": 0.9380266124181504, + "FN": 4212, + "FP": 8461, + "IoU": 0.883286364222431, + "TN": 78842118, + "TP": 95909, + "n_pred": 104370, + "n_ref": 100121 + }, + "3": { + "Dice": 0.9500336019575294, + "FN": 1978, + "FP": 6721, + "IoU": 0.9048228626446968, + "TN": 78859302, + "TP": 82699, + "n_pred": 89420, + "n_ref": 84677 + }, + "4": { + "Dice": 0.8750551876379691, + "FN": 281, + "FP": 4530, + "IoU": 0.7778649921507065, + "TN": 78929042, + "TP": 16847, + "n_pred": 21377, + "n_ref": 17128 + }, + "5": { + "Dice": 0.26090571205007823, + "FN": 29463, + "FP": 763, + "IoU": 0.1500239025899159, + "TN": 78915139, + "TP": 5335, + "n_pred": 6098, + "n_ref": 34798 + }, + "6": { + "Dice": 0.9669243549316787, + "FN": 22668, + "FP": 24156, + "IoU": 0.9359666540853668, + "TN": 78219456, + "TP": 684420, + "n_pred": 708576, + "n_ref": 707088 + }, + "7": { + "Dice": 0.8765785620850948, + "FN": 131070, + "FP": 35085, + "IoU": 0.7802758007823348, + "TN": 78194502, + "TP": 590043, + "n_pred": 625128, + "n_ref": 721113 + }, + "8": { + "Dice": 0.8787751273796548, + "FN": 71107, + "FP": 626, + "IoU": 0.7837634972598527, + "TN": 78618966, + "TP": 260001, + "n_pred": 260627, + "n_ref": 331108 + }, + "9": { + "Dice": 0.7542715002242792, + "FN": 20054, + "FP": 4050, + "IoU": 0.6054862679629448, + "TN": 78889602, + "TP": 36994, + "n_pred": 41044, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9829999864217144, + "FN": 3411, + "FP": 1597, + "IoU": 0.9665683119934846, + "TN": 104854642, + "TP": 144790, + "n_pred": 146387, + "n_ref": 148201 + }, + "10": { + "Dice": 0.8890213940648724, + "FN": 6722, + "FP": 13379, + "IoU": 0.8002146839871587, + "TN": 104903827, + "TP": 80512, + "n_pred": 93891, + "n_ref": 87234 + }, + "11": { + "Dice": 0.8826279822563242, + "FN": 650, + "FP": 329, + "IoU": 0.7899141630901287, + "TN": 104999780, + "TP": 3681, + "n_pred": 4010, + "n_ref": 4331 + }, + "12": { + "Dice": 0.7578437565803327, + "FN": 1234, + "FP": 1066, + "IoU": 0.6101034073571792, + "TN": 104998541, + "TP": 3599, + "n_pred": 4665, + "n_ref": 4833 + }, + "13": { + "Dice": 0.8813095974224623, + "FN": 10118, + "FP": 8117, + "IoU": 0.7878047361377786, + "TN": 104918505, + "TP": 67700, + "n_pred": 75817, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9520882650165428, + "FN": 1306, + "FP": 5616, + "IoU": 0.908557689767233, + "TN": 104928742, + "TP": 68776, + "n_pred": 74392, + "n_ref": 70082 + }, + "15": { + "Dice": 0.8784984302985772, + "FN": 4632, + "FP": 825, + "IoU": 0.7833234067897558, + "TN": 104979255, + "TP": 19728, + "n_pred": 20553, + "n_ref": 24360 + }, + "2": { + "Dice": 0.9382703154376436, + "FN": 18039, + "FP": 2055, + "IoU": 0.8837186424003936, + "TN": 104831635, + "TP": 152711, + "n_pred": 154766, + "n_ref": 170750 + }, + "3": { + "Dice": 0.945373241793986, + "FN": 3863, + "FP": 13435, + "IoU": 0.896405514498916, + "TN": 104837462, + "TP": 149680, + "n_pred": 163115, + "n_ref": 153543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 88, + "IoU": 0.0, + "TN": 105004352, + "TP": 0, + "n_pred": 88, + "n_ref": 0 + }, + "5": { + "Dice": 0.6568432690148387, + "FN": 11068, + "FP": 8797, + "IoU": 0.4890295033052962, + "TN": 104965563, + "TP": 19012, + "n_pred": 27809, + "n_ref": 30080 + }, + "6": { + "Dice": 0.9835977141452227, + "FN": 19679, + "FP": 20883, + "IoU": 0.9677248150992039, + "TN": 103747685, + "TP": 1216193, + "n_pred": 1237076, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.9416213292953328, + "FN": 12448, + "FP": 14539, + "IoU": 0.889682828423217, + "TN": 104759809, + "TP": 217644, + "n_pred": 232183, + "n_ref": 230092 + }, + "8": { + "Dice": 0.9218256573464984, + "FN": 48144, + "FP": 5797, + "IoU": 0.8549875663687075, + "TN": 104632465, + "TP": 318034, + "n_pred": 323831, + "n_ref": 366178 + }, + "9": { + "Dice": 0.9402794446340684, + "FN": 8155, + "FP": 2693, + "IoU": 0.8872899934543415, + "TN": 104908193, + "TP": 85399, + "n_pred": 88092, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9869489209015265, + "FN": 9383, + "FP": 1427, + "IoU": 0.9742341144138797, + "TN": 177256741, + "TP": 408737, + "n_pred": 410164, + "n_ref": 418120 + }, + "10": { + "Dice": 0.8509060892560972, + "FN": 16296, + "FP": 3211, + "IoU": 0.7405017825786196, + "TN": 177601116, + "TP": 55665, + "n_pred": 58876, + "n_ref": 71961 + }, + "11": { + "Dice": 0.8200163303394378, + "FN": 1228, + "FP": 315, + "IoU": 0.6949387109529458, + "TN": 177671230, + "TP": 3515, + "n_pred": 3830, + "n_ref": 4743 + }, + "12": { + "Dice": 0.7986125280554989, + "FN": 1284, + "FP": 690, + "IoU": 0.6647418478260869, + "TN": 177670400, + "TP": 3914, + "n_pred": 4604, + "n_ref": 5198 + }, + "13": { + "Dice": 0.9104964521001789, + "FN": 5355, + "FP": 8747, + "IoU": 0.835698473727135, + "TN": 177590458, + "TP": 71728, + "n_pred": 80475, + "n_ref": 77083 + }, + "14": { + "Dice": 0.9496390768135177, + "FN": 2902, + "FP": 4877, + "IoU": 0.904107393801928, + "TN": 177595166, + "TP": 73343, + "n_pred": 78220, + "n_ref": 76245 + }, + "15": { + "Dice": 0.407717170370864, + "FN": 4815, + "FP": 48510, + "IoU": 0.2560582597413468, + "TN": 177604609, + "TP": 18354, + "n_pred": 66864, + "n_ref": 23169 + }, + "2": { + "Dice": 0.9663780296970361, + "FN": 7176, + "FP": 7241, + "IoU": 0.9349433907773671, + "TN": 177454681, + "TP": 207190, + "n_pred": 214431, + "n_ref": 214366 + }, + "3": { + "Dice": 0.9677280337629658, + "FN": 11682, + "FP": 1348, + "IoU": 0.9374739074728997, + "TN": 177467895, + "TP": 195363, + "n_pred": 196711, + "n_ref": 207045 + }, + "4": { + "Dice": 0.9167527610843531, + "FN": 2932, + "FP": 2789, + "IoU": 0.8463005749288055, + "TN": 177639066, + "TP": 31501, + "n_pred": 34290, + "n_ref": 34433 + }, + "5": { + "Dice": 0.6716525568505372, + "FN": 13489, + "FP": 3809, + "IoU": 0.5056301800514432, + "TN": 177641298, + "TP": 17692, + "n_pred": 21501, + "n_ref": 31181 + }, + "6": { + "Dice": 0.9624507920299883, + "FN": 86337, + "FP": 47811, + "IoU": 0.9276194176014503, + "TN": 175822918, + "TP": 1719222, + "n_pred": 1767033, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.8890973135637131, + "FN": 11282, + "FP": 77756, + "IoU": 0.8003377113218505, + "TN": 177230345, + "TP": 356905, + "n_pred": 434661, + "n_ref": 368187 + }, + "8": { + "Dice": 0.8999435823020885, + "FN": 16801, + "FP": 23812, + "IoU": 0.8180885705711355, + "TN": 177453031, + "TP": 182644, + "n_pred": 206456, + "n_ref": 199445 + }, + "9": { + "Dice": 0.9394801078869456, + "FN": 6868, + "FP": 9669, + "IoU": 0.8858675022257804, + "TN": 177531395, + "TP": 128356, + "n_pred": 138025, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9770940097209605, + "FN": 5835, + "FP": 2662, + "IoU": 0.9552138896502288, + "TN": 193815811, + "TP": 181227, + "n_pred": 183889, + "n_ref": 187062 + }, + "10": { + "Dice": 0.9103121432607267, + "FN": 8101, + "FP": 7455, + "IoU": 0.8353879853123247, + "TN": 193911034, + "TP": 78945, + "n_pred": 86400, + "n_ref": 87046 + }, + "11": { + "Dice": 0.8067641359873172, + "FN": 822, + "FP": 275, + "IoU": 0.676114555653971, + "TN": 194002148, + "TP": 2290, + "n_pred": 2565, + "n_ref": 3112 + }, + "12": { + "Dice": 0.7432369763487402, + "FN": 1546, + "FP": 115, + "IoU": 0.591389913899139, + "TN": 194001470, + "TP": 2404, + "n_pred": 2519, + "n_ref": 3950 + }, + "13": { + "Dice": 0.7879761283589878, + "FN": 18552, + "FP": 7454, + "IoU": 0.6501325153704376, + "TN": 193931204, + "TP": 48325, + "n_pred": 55779, + "n_ref": 66877 + }, + "14": { + "Dice": 0.8879871282209024, + "FN": 844, + "FP": 18092, + "IoU": 0.7985403323616401, + "TN": 193911541, + "TP": 75058, + "n_pred": 93150, + "n_ref": 75902 + }, + "15": { + "Dice": 0.8272083323049584, + "FN": 4208, + "FP": 2793, + "IoU": 0.7053327160234016, + "TN": 193981776, + "TP": 16758, + "n_pred": 19551, + "n_ref": 20966 + }, + "2": { + "Dice": 0.9675487554758349, + "FN": 3507, + "FP": 5575, + "IoU": 0.9371374780237275, + "TN": 193861061, + "TP": 135392, + "n_pred": 140967, + "n_ref": 138899 + }, + "3": { + "Dice": 0.9588684778961892, + "FN": 7375, + "FP": 3536, + "IoU": 0.9209868854595883, + "TN": 193867444, + "TP": 127180, + "n_pred": 130716, + "n_ref": 134555 + }, + "4": { + "Dice": 0.9301268699110017, + "FN": 1381, + "FP": 1571, + "IoU": 0.8693805309734514, + "TN": 193982935, + "TP": 19648, + "n_pred": 21219, + "n_ref": 21029 + }, + "5": { + "Dice": 0.5872259294566253, + "FN": 14642, + "FP": 3111, + "IoU": 0.4156545209176788, + "TN": 193975154, + "TP": 12628, + "n_pred": 15739, + "n_ref": 27270 + }, + "6": { + "Dice": 0.9689928386951144, + "FN": 24386, + "FP": 62704, + "IoU": 0.9398507353418541, + "TN": 192557637, + "TP": 1360808, + "n_pred": 1423512, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.9536145998288291, + "FN": 20574, + "FP": 8747, + "IoU": 0.9113416525811943, + "TN": 193674816, + "TP": 301398, + "n_pred": 310145, + "n_ref": 321972 + }, + "8": { + "Dice": 0.939663132970995, + "FN": 23130, + "FP": 4901, + "IoU": 0.8861930224154801, + "TN": 193759232, + "TP": 218272, + "n_pred": 223173, + "n_ref": 241402 + }, + "9": { + "Dice": 0.8983170195496644, + "FN": 14856, + "FP": 4061, + "IoU": 0.8154042818946505, + "TN": 193903057, + "TP": 83561, + "n_pred": 87622, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9725375604458121, + "FN": 1626, + "FP": 4746, + "IoU": 0.9465431756977827, + "TN": 99536601, + "TP": 112827, + "n_pred": 117573, + "n_ref": 114453 + }, + "10": { + "Dice": 0.8885810292990627, + "FN": 11393, + "FP": 3727, + "IoU": 0.7995014056118389, + "TN": 99580388, + "TP": 60292, + "n_pred": 64019, + "n_ref": 71685 + }, + "11": { + "Dice": 0.8385492834162036, + "FN": 775, + "FP": 329, + "IoU": 0.7219843868043314, + "TN": 99651829, + "TP": 2867, + "n_pred": 3196, + "n_ref": 3642 + }, + "12": { + "Dice": 0.5004173622704507, + "FN": 2369, + "FP": 25, + "IoU": 0.33370442527136096, + "TN": 99652207, + "TP": 1199, + "n_pred": 1224, + "n_ref": 3568 + }, + "13": { + "Dice": 0.6927592483215005, + "FN": 16695, + "FP": 8794, + "IoU": 0.5299400645458737, + "TN": 99601575, + "TP": 28736, + "n_pred": 37530, + "n_ref": 45431 + }, + "14": { + "Dice": 0.7317458500286205, + "FN": 22181, + "FP": 1251, + "IoU": 0.5769709880666535, + "TN": 99600409, + "TP": 31959, + "n_pred": 33210, + "n_ref": 54140 + }, + "15": { + "Dice": 0.6531036792835357, + "FN": 19424, + "FP": 253, + "IoU": 0.4848952879581152, + "TN": 99617600, + "TP": 18523, + "n_pred": 18776, + "n_ref": 37947 + }, + "2": { + "Dice": 0.9662777088755743, + "FN": 4119, + "FP": 3603, + "IoU": 0.9347556081280892, + "TN": 99537445, + "TP": 110633, + "n_pred": 114236, + "n_ref": 114752 + }, + "3": { + "Dice": 0.9687069731064093, + "FN": 4907, + "FP": 2775, + "IoU": 0.9393130253428553, + "TN": 99529216, + "TP": 118902, + "n_pred": 121677, + "n_ref": 123809 + }, + "4": { + "Dice": 0.9355778569116219, + "FN": 1566, + "FP": 822, + "IoU": 0.8789537712895377, + "TN": 99636072, + "TP": 17340, + "n_pred": 18162, + "n_ref": 18906 + }, + "5": { + "Dice": 0.8999197021680415, + "FN": 802, + "FP": 569, + "IoU": 0.818049104180491, + "TN": 99648265, + "TP": 6164, + "n_pred": 6733, + "n_ref": 6966 + }, + "6": { + "Dice": 0.9725474851806812, + "FN": 41732, + "FP": 32358, + "IoU": 0.9465619784401492, + "TN": 98269334, + "TP": 1312376, + "n_pred": 1344734, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.9098706798578794, + "FN": 14859, + "FP": 15277, + "IoU": 0.834644718792867, + "TN": 99473550, + "TP": 152114, + "n_pred": 167391, + "n_ref": 166973 + }, + "8": { + "Dice": 0.9622023421925247, + "FN": 4874, + "FP": 2672, + "IoU": 0.9271579435102419, + "TN": 99552206, + "TP": 96048, + "n_pred": 98720, + "n_ref": 100922 + }, + "9": { + "Dice": 0.9359224997542622, + "FN": 9840, + "FP": 1894, + "IoU": 0.8795623434741553, + "TN": 99558372, + "TP": 85694, + "n_pred": 87588, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9642131991434293, + "FN": 29971, + "FP": 979, + "IoU": 0.9308992915781976, + "TN": 62635623, + "TP": 416947, + "n_pred": 417926, + "n_ref": 446918 + }, + "10": { + "Dice": 0.9158542072896355, + "FN": 6732, + "FP": 5049, + "IoU": 0.844770337576093, + "TN": 63007626, + "TP": 64113, + "n_pred": 69162, + "n_ref": 70845 + }, + "11": { + "Dice": 0.790434642106964, + "FN": 1099, + "FP": 198, + "IoU": 0.6534865081485439, + "TN": 63079777, + "TP": 2446, + "n_pred": 2644, + "n_ref": 3545 + }, + "12": { + "Dice": 0.814921503672764, + "FN": 673, + "FP": 612, + "IoU": 0.6876519202722411, + "TN": 63079406, + "TP": 2829, + "n_pred": 3441, + "n_ref": 3502 + }, + "13": { + "Dice": 0.780640429092076, + "FN": 11598, + "FP": 7542, + "IoU": 0.6402052747335376, + "TN": 63030323, + "TP": 34057, + "n_pred": 41599, + "n_ref": 45655 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 63083520, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 63083520, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9826117671614473, + "FN": 1571, + "FP": 2761, + "IoU": 0.9658179006257249, + "TN": 62956787, + "TP": 122401, + "n_pred": 125162, + "n_ref": 123972 + }, + "3": { + "Dice": 0.986538807499472, + "FN": 1461, + "FP": 1981, + "IoU": 0.9734352087674616, + "TN": 62953950, + "TP": 126128, + "n_pred": 128109, + "n_ref": 127589 + }, + "4": { + "Dice": 0.5428074062351638, + "FN": 11169, + "FP": 387, + "IoU": 0.37250217202432667, + "TN": 63065104, + "TP": 6860, + "n_pred": 7247, + "n_ref": 18029 + }, + "5": { + "Dice": 0.5927723245468917, + "FN": 8892, + "FP": 2185, + "IoU": 0.4212341292648519, + "TN": 63064381, + "TP": 8062, + "n_pred": 10247, + "n_ref": 16954 + }, + "6": { + "Dice": 0.9333432831644194, + "FN": 129083, + "FP": 13835, + "IoU": 0.875017490100603, + "TN": 61940016, + "TP": 1000586, + "n_pred": 1014421, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.9027890293960867, + "FN": 6771, + "FP": 25508, + "IoU": 0.8228035023193259, + "TN": 62901355, + "TP": 149886, + "n_pred": 175394, + "n_ref": 156657 + }, + "8": { + "Dice": 0.9419157498833325, + "FN": 10030, + "FP": 2541, + "IoU": 0.8902086481104639, + "TN": 62969021, + "TP": 101928, + "n_pred": 104469, + "n_ref": 111958 + }, + "9": { + "Dice": 0.9217140217140217, + "FN": 2988, + "FP": 3790, + "IoU": 0.8547955183272992, + "TN": 63036841, + "TP": 39901, + "n_pred": 43691, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9796800357839895, + "FN": 8051, + "FP": 4578, + "IoU": 0.9601694273783542, + "TN": 109291750, + "TP": 304439, + "n_pred": 309017, + "n_ref": 312490 + }, + "10": { + "Dice": 0.6738708274962563, + "FN": 18179, + "FP": 49333, + "IoU": 0.5081487093930541, + "TN": 109471557, + "TP": 69749, + "n_pred": 119082, + "n_ref": 87928 + }, + "11": { + "Dice": 0.7418586179507546, + "FN": 1197, + "FP": 1078, + "IoU": 0.5896464646464646, + "TN": 109603274, + "TP": 3269, + "n_pred": 4347, + "n_ref": 4466 + }, + "12": { + "Dice": 0.8214332503602777, + "FN": 946, + "FP": 417, + "IoU": 0.6969764339706537, + "TN": 109604320, + "TP": 3135, + "n_pred": 3552, + "n_ref": 4081 + }, + "13": { + "Dice": 0.696073270870618, + "FN": 31189, + "FP": 12116, + "IoU": 0.5338285160665267, + "TN": 109515923, + "TP": 49590, + "n_pred": 61706, + "n_ref": 80779 + }, + "14": { + "Dice": 0.5917728593784932, + "FN": 54564, + "FP": 3868, + "IoU": 0.42022543260835055, + "TN": 109508034, + "TP": 42352, + "n_pred": 46220, + "n_ref": 96916 + }, + "15": { + "Dice": 0.8919259956990776, + "FN": 3169, + "FP": 21155, + "IoU": 0.8049335985115802, + "TN": 109484122, + "TP": 100372, + "n_pred": 121527, + "n_ref": 103541 + }, + "2": { + "Dice": 0.8108945092905312, + "FN": 66642, + "FP": 2116, + "IoU": 0.6819365612437956, + "TN": 109392641, + "TP": 147419, + "n_pred": 149535, + "n_ref": 214061 + }, + "3": { + "Dice": 0.8717237046344889, + "FN": 9816, + "FP": 59602, + "IoU": 0.7726154561743135, + "TN": 109303529, + "TP": 235871, + "n_pred": 295473, + "n_ref": 245687 + }, + "4": { + "Dice": 0.4851792551340063, + "FN": 32866, + "FP": 4111, + "IoU": 0.3202882299957721, + "TN": 109554417, + "TP": 17424, + "n_pred": 21535, + "n_ref": 50290 + }, + "5": { + "Dice": 0.7917737789203085, + "FN": 3006, + "FP": 963, + "IoU": 0.6553191489361702, + "TN": 109597303, + "TP": 7546, + "n_pred": 8509, + "n_ref": 10552 + }, + "6": { + "Dice": 0.9671436034327971, + "FN": 36916, + "FP": 45539, + "IoU": 0.9363776093629196, + "TN": 108312812, + "TP": 1213551, + "n_pred": 1259090, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.8506170369516044, + "FN": 294500, + "FP": 22829, + "IoU": 0.7400640728966404, + "TN": 108388021, + "TP": 903468, + "n_pred": 926297, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.9548178498759651, + "FN": 3778, + "FP": 4327, + "IoU": 0.9135420555762974, + "TN": 109515073, + "TP": 85640, + "n_pred": 89967, + "n_ref": 89418 + }, + "9": { + "Dice": 0.8078799838173006, + "FN": 6277, + "FP": 16992, + "IoU": 0.6776834319116812, + "TN": 109536625, + "TP": 48924, + "n_pred": 65916, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.946719910630174, + "FN": 1996, + "FP": 4395, + "IoU": 0.8988301594085893, + "TN": 67004181, + "TP": 56780, + "n_pred": 61175, + "n_ref": 58776 + }, + "10": { + "Dice": 0.8051278526257905, + "FN": 20231, + "FP": 8119, + "IoU": 0.6738192486912501, + "TN": 66980437, + "TP": 58565, + "n_pred": 66684, + "n_ref": 78796 + }, + "11": { + "Dice": 0.6189237847569514, + "FN": 1579, + "FP": 326, + "IoU": 0.4481460023174971, + "TN": 67063900, + "TP": 1547, + "n_pred": 1873, + "n_ref": 3126 + }, + "12": { + "Dice": 0.5985235661555934, + "FN": 1730, + "FP": 391, + "IoU": 0.42706645056726095, + "TN": 67063650, + "TP": 1581, + "n_pred": 1972, + "n_ref": 3311 + }, + "13": { + "Dice": 0.47850755473327167, + "FN": 22693, + "FP": 11131, + "IoU": 0.31449880426411575, + "TN": 67018010, + "TP": 15518, + "n_pred": 26649, + "n_ref": 38211 + }, + "14": { + "Dice": 0.8894270315800556, + "FN": 7896, + "FP": 8907, + "IoU": 0.8008722135975256, + "TN": 66982969, + "TP": 67580, + "n_pred": 76487, + "n_ref": 75476 + }, + "15": { + "Dice": 0.38740487328073725, + "FN": 17490, + "FP": 26381, + "IoU": 0.24023691183346899, + "TN": 67009609, + "TP": 13872, + "n_pred": 40253, + "n_ref": 31362 + }, + "2": { + "Dice": 0.9053212371341571, + "FN": 2139, + "FP": 27959, + "IoU": 0.8270200060920591, + "TN": 66893355, + "TP": 143899, + "n_pred": 171858, + "n_ref": 146038 + }, + "3": { + "Dice": 0.8991674626238815, + "FN": 27634, + "FP": 2136, + "IoU": 0.8168067640579425, + "TN": 66904846, + "TP": 132736, + "n_pred": 134872, + "n_ref": 160370 + }, + "4": { + "Dice": 0.5093905925884398, + "FN": 8496, + "FP": 255, + "IoU": 0.34173311268241313, + "TN": 67054058, + "TP": 4543, + "n_pred": 4798, + "n_ref": 13039 + }, + "5": { + "Dice": 0.5405664906385022, + "FN": 4980, + "FP": 1719, + "IoU": 0.3703947368421053, + "TN": 67056712, + "TP": 3941, + "n_pred": 5660, + "n_ref": 8921 + }, + "6": { + "Dice": 0.9754041647200036, + "FN": 38065, + "FP": 14475, + "IoU": 0.9519891952844508, + "TN": 65973015, + "TP": 1041797, + "n_pred": 1056272, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.9453684935920125, + "FN": 24426, + "FP": 13389, + "IoU": 0.8963969764300724, + "TN": 66702353, + "TP": 327184, + "n_pred": 340573, + "n_ref": 351610 + }, + "8": { + "Dice": 0.9209760697324088, + "FN": 5625, + "FP": 8119, + "IoU": 0.8535270107531465, + "TN": 66973519, + "TP": 80089, + "n_pred": 88208, + "n_ref": 85714 + }, + "9": { + "Dice": 0.9340411259320416, + "FN": 4939, + "FP": 5287, + "IoU": 0.8762449927993126, + "TN": 66984721, + "TP": 72405, + "n_pred": 77692, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8768518547114396, + "FN": 38256, + "FP": 1619, + "IoU": 0.7807089905189292, + "TN": 74337444, + "TP": 141961, + "n_pred": 143580, + "n_ref": 180217 + }, + "10": { + "Dice": 0.8184034907597536, + "FN": 11510, + "FP": 8300, + "IoU": 0.6926251764961442, + "TN": 74454831, + "TP": 44639, + "n_pred": 52939, + "n_ref": 56149 + }, + "11": { + "Dice": 0.7660634235430849, + "FN": 1080, + "FP": 329, + "IoU": 0.6208288482238966, + "TN": 74515564, + "TP": 2307, + "n_pred": 2636, + "n_ref": 3387 + }, + "12": { + "Dice": 0.5018701122067324, + "FN": 1463, + "FP": 2, + "IoU": 0.33499773036768044, + "TN": 74517077, + "TP": 738, + "n_pred": 740, + "n_ref": 2201 + }, + "13": { + "Dice": 0.5707232353306041, + "FN": 19887, + "FP": 14717, + "IoU": 0.3993091117398927, + "TN": 74461673, + "TP": 23003, + "n_pred": 37720, + "n_ref": 42890 + }, + "14": { + "Dice": 0.6982992007668493, + "FN": 4971, + "FP": 18320, + "IoU": 0.5364513881978307, + "TN": 74469035, + "TP": 26954, + "n_pred": 45274, + "n_ref": 31925 + }, + "15": { + "Dice": 0.817901397775545, + "FN": 7158, + "FP": 3173, + "IoU": 0.6919062388166527, + "TN": 74485748, + "TP": 23201, + "n_pred": 26374, + "n_ref": 30359 + }, + "2": { + "Dice": 0.9713738389957597, + "FN": 1969, + "FP": 6220, + "IoU": 0.9443409820020662, + "TN": 74372152, + "TP": 138939, + "n_pred": 145159, + "n_ref": 140908 + }, + "3": { + "Dice": 0.9784354143077881, + "FN": 3984, + "FP": 2701, + "IoU": 0.9577812582890199, + "TN": 74360938, + "TP": 151657, + "n_pred": 154358, + "n_ref": 155641 + }, + "4": { + "Dice": 0.7771103382864369, + "FN": 4675, + "FP": 260, + "IoU": 0.6354705274043433, + "TN": 74505742, + "TP": 8603, + "n_pred": 8863, + "n_ref": 13278 + }, + "5": { + "Dice": 0.6354757403906742, + "FN": 4103, + "FP": 2839, + "IoU": 0.4657123066266451, + "TN": 74506287, + "TP": 6051, + "n_pred": 8890, + "n_ref": 10154 + }, + "6": { + "Dice": 0.9692064281904219, + "FN": 49676, + "FP": 49215, + "IoU": 0.9402526894778371, + "TN": 72864126, + "TP": 1556263, + "n_pred": 1605478, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.8053513459435404, + "FN": 50467, + "FP": 5956, + "IoU": 0.6741323846211601, + "TN": 74346133, + "TP": 116724, + "n_pred": 122680, + "n_ref": 167191 + }, + "8": { + "Dice": 0.963670596950429, + "FN": 1937, + "FP": 2771, + "IoU": 0.9298883097542815, + "TN": 74452130, + "TP": 62442, + "n_pred": 65213, + "n_ref": 64379 + }, + "9": { + "Dice": 0.9407762519975081, + "FN": 6022, + "FP": 4911, + "IoU": 0.8881751884544181, + "TN": 74421511, + "TP": 86836, + "n_pred": 91747, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9816383432103215, + "FN": 5138, + "FP": 5254, + "IoU": 0.9639388292611832, + "TN": 65763003, + "TP": 277785, + "n_pred": 283039, + "n_ref": 282923 + }, + "10": { + "Dice": 0.8138530325611943, + "FN": 19097, + "FP": 10379, + "IoU": 0.6861316977596047, + "TN": 65957268, + "TP": 64436, + "n_pred": 74815, + "n_ref": 83533 + }, + "11": { + "Dice": 0.7271992455880372, + "FN": 938, + "FP": 1087, + "IoU": 0.571337849280271, + "TN": 66046456, + "TP": 2699, + "n_pred": 3786, + "n_ref": 3637 + }, + "12": { + "Dice": 0.658859920459567, + "FN": 1535, + "FP": 9, + "IoU": 0.4912685337726524, + "TN": 66048145, + "TP": 1491, + "n_pred": 1500, + "n_ref": 3026 + }, + "13": { + "Dice": 0.7600059162845733, + "FN": 9088, + "FP": 15251, + "IoU": 0.6129109213225822, + "TN": 65988303, + "TP": 38538, + "n_pred": 53789, + "n_ref": 47626 + }, + "14": { + "Dice": 0.9432840246433631, + "FN": 1406, + "FP": 5480, + "IoU": 0.8926561598777846, + "TN": 65987031, + "TP": 57263, + "n_pred": 62743, + "n_ref": 58669 + }, + "15": { + "Dice": 0.8176519222819347, + "FN": 4817, + "FP": 4005, + "IoU": 0.6915492465298416, + "TN": 66022579, + "TP": 19779, + "n_pred": 23784, + "n_ref": 24596 + }, + "2": { + "Dice": 0.9679534645042861, + "FN": 3422, + "FP": 5883, + "IoU": 0.9378971114314699, + "TN": 65901348, + "TP": 140527, + "n_pred": 146410, + "n_ref": 143949 + }, + "3": { + "Dice": 0.9704469633664818, + "FN": 4691, + "FP": 4575, + "IoU": 0.9425905503029702, + "TN": 65889778, + "TP": 152136, + "n_pred": 156711, + "n_ref": 156827 + }, + "4": { + "Dice": 0.9199071100350807, + "FN": 1601, + "FP": 3262, + "IoU": 0.8516925892040256, + "TN": 66018390, + "TP": 27927, + "n_pred": 31189, + "n_ref": 29528 + }, + "5": { + "Dice": 0.8766009577903998, + "FN": 2108, + "FP": 108, + "IoU": 0.7803112917616735, + "TN": 66041093, + "TP": 7871, + "n_pred": 7979, + "n_ref": 9979 + }, + "6": { + "Dice": 0.9776444945097997, + "FN": 22806, + "FP": 22958, + "IoU": 0.9562666697246742, + "TN": 65004747, + "TP": 1000669, + "n_pred": 1023627, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.9591596430996556, + "FN": 68274, + "FP": 9072, + "IoU": 0.921524263294386, + "TN": 65065576, + "TP": 908258, + "n_pred": 917330, + "n_ref": 976532 + }, + "8": { + "Dice": 0.9575149879910844, + "FN": 3757, + "FP": 3124, + "IoU": 0.9184928099310606, + "TN": 65966758, + "TP": 77541, + "n_pred": 80665, + "n_ref": 81298 + }, + "9": { + "Dice": 0.9007413761411678, + "FN": 11281, + "FP": 1679, + "IoU": 0.8194080597514074, + "TN": 65979416, + "TP": 58804, + "n_pred": 60483, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9855975495217182, + "FN": 3060, + "FP": 1341, + "IoU": 0.9716040700187758, + "TN": 113317553, + "TP": 150586, + "n_pred": 151927, + "n_ref": 153646 + }, + "10": { + "Dice": 0.9056963733989262, + "FN": 5083, + "FP": 10636, + "IoU": 0.8276463235455362, + "TN": 113381338, + "TP": 75483, + "n_pred": 86119, + "n_ref": 80566 + }, + "11": { + "Dice": 0.6880294659300185, + "FN": 1362, + "FP": 332, + "IoU": 0.5244244806288602, + "TN": 113468978, + "TP": 1868, + "n_pred": 2200, + "n_ref": 3230 + }, + "12": { + "Dice": 0.8620317973592023, + "FN": 884, + "FP": 140, + "IoU": 0.7575183518825479, + "TN": 113468317, + "TP": 3199, + "n_pred": 3339, + "n_ref": 4083 + }, + "13": { + "Dice": 0.6918944658561629, + "FN": 30380, + "FP": 11030, + "IoU": 0.5289286283075103, + "TN": 113384634, + "TP": 46496, + "n_pred": 57526, + "n_ref": 76876 + }, + "14": { + "Dice": 0.9688024885702019, + "FN": 6345, + "FP": 10223, + "IoU": 0.9394926557056147, + "TN": 113198722, + "TP": 257250, + "n_pred": 267473, + "n_ref": 263595 + }, + "15": { + "Dice": 0.8288164827635092, + "FN": 4344, + "FP": 2901, + "IoU": 0.7076743060038735, + "TN": 113447756, + "TP": 17539, + "n_pred": 20440, + "n_ref": 21883 + }, + "2": { + "Dice": 0.9640193580062189, + "FN": 3386, + "FP": 5848, + "IoU": 0.930538003249684, + "TN": 113339604, + "TP": 123702, + "n_pred": 129550, + "n_ref": 127088 + }, + "3": { + "Dice": 0.9714805425693027, + "FN": 2269, + "FP": 4661, + "IoU": 0.9445426973215644, + "TN": 113347579, + "TP": 118031, + "n_pred": 122692, + "n_ref": 120300 + }, + "4": { + "Dice": 0.850928732527905, + "FN": 1475, + "FP": 8902, + "IoU": 0.7405360804120618, + "TN": 113432546, + "TP": 29617, + "n_pred": 38519, + "n_ref": 31092 + }, + "5": { + "Dice": 0.6696696696696697, + "FN": 13871, + "FP": 4829, + "IoU": 0.5033860045146726, + "TN": 113434885, + "TP": 18955, + "n_pred": 23784, + "n_ref": 32826 + }, + "6": { + "Dice": 0.9681107797047374, + "FN": 28207, + "FP": 45276, + "IoU": 0.9381925507737391, + "TN": 112283638, + "TP": 1115419, + "n_pred": 1160695, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.9306181657929287, + "FN": 15300, + "FP": 14928, + "IoU": 0.8702393626154744, + "TN": 113239588, + "TP": 202724, + "n_pred": 217652, + "n_ref": 218024 + }, + "8": { + "Dice": 0.9315650389016581, + "FN": 25096, + "FP": 2743, + "IoU": 0.8718968143311384, + "TN": 113255223, + "TP": 189478, + "n_pred": 192221, + "n_ref": 214574 + }, + "9": { + "Dice": 0.9152785573098416, + "FN": 12471, + "FP": 4888, + "IoU": 0.8437913378386891, + "TN": 113361413, + "TP": 93768, + "n_pred": 98656, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8490307475123093, + "FN": 3896, + "FP": 39950, + "IoU": 0.7376658808888463, + "TN": 75029590, + "TP": 123292, + "n_pred": 163242, + "n_ref": 127188 + }, + "10": { + "Dice": 0.9098430652641913, + "FN": 11091, + "FP": 6540, + "IoU": 0.8345982456963272, + "TN": 75090133, + "TP": 88964, + "n_pred": 95504, + "n_ref": 100055 + }, + "11": { + "Dice": 0.7434956637758505, + "FN": 1315, + "FP": 223, + "IoU": 0.5917175471197239, + "TN": 75192961, + "TP": 2229, + "n_pred": 2452, + "n_ref": 3544 + }, + "12": { + "Dice": 0.62, + "FN": 1494, + "FP": 482, + "IoU": 0.4492753623188406, + "TN": 75193140, + "TP": 1612, + "n_pred": 2094, + "n_ref": 3106 + }, + "13": { + "Dice": 0.7811827004652117, + "FN": 13364, + "FP": 10107, + "IoU": 0.6409350283782337, + "TN": 75131361, + "TP": 41896, + "n_pred": 52003, + "n_ref": 55260 + }, + "14": { + "Dice": 0.9451982874002647, + "FN": 5234, + "FP": 9588, + "IoU": 0.896090967723844, + "TN": 75054084, + "TP": 127822, + "n_pred": 137410, + "n_ref": 133056 + }, + "15": { + "Dice": 0.8900962258552232, + "FN": 10819, + "FP": 4737, + "IoU": 0.8019580134692994, + "TN": 75118179, + "TP": 62993, + "n_pred": 67730, + "n_ref": 73812 + }, + "2": { + "Dice": 0.9569128803808434, + "FN": 4098, + "FP": 8709, + "IoU": 0.9173853864960231, + "TN": 75041707, + "TP": 142214, + "n_pred": 150923, + "n_ref": 146312 + }, + "3": { + "Dice": 0.9617020417502254, + "FN": 4608, + "FP": 6774, + "IoU": 0.9262293488194233, + "TN": 75042439, + "TP": 142907, + "n_pred": 149681, + "n_ref": 147515 + }, + "4": { + "Dice": 0.9312830181268289, + "FN": 1253, + "FP": 2246, + "IoU": 0.8714028446469918, + "TN": 75169519, + "TP": 23710, + "n_pred": 25956, + "n_ref": 24963 + }, + "5": { + "Dice": 0.8926307448494454, + "FN": 942, + "FP": 684, + "IoU": 0.80608228980322, + "TN": 75188343, + "TP": 6759, + "n_pred": 7443, + "n_ref": 7701 + }, + "6": { + "Dice": 0.981598741170031, + "FN": 25432, + "FP": 20725, + "IoU": 0.9638624585929714, + "TN": 73919469, + "TP": 1231102, + "n_pred": 1251827, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.9546438594146732, + "FN": 8942, + "FP": 4634, + "IoU": 0.9132235631008386, + "TN": 75040280, + "TP": 142872, + "n_pred": 147506, + "n_ref": 151814 + }, + "8": { + "Dice": 0.9444694980694981, + "FN": 8296, + "FP": 693, + "IoU": 0.8947818147766645, + "TN": 75111296, + "TP": 76443, + "n_pred": 77136, + "n_ref": 84739 + }, + "9": { + "Dice": 0.857441288453115, + "FN": 13613, + "FP": 7542, + "IoU": 0.7504570923031554, + "TN": 75111953, + "TP": 63620, + "n_pred": 71162, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9811872060865607, + "FN": 5637, + "FP": 2424, + "IoU": 0.9630691840035185, + "TN": 86709599, + "TP": 210212, + "n_pred": 212636, + "n_ref": 215849 + }, + "10": { + "Dice": 0.7014791379022122, + "FN": 12179, + "FP": 36036, + "IoU": 0.5402139914555997, + "TN": 86823008, + "TP": 56649, + "n_pred": 92685, + "n_ref": 68828 + }, + "11": { + "Dice": 0.67238581034083, + "FN": 1140, + "FP": 273, + "IoU": 0.5064617534055187, + "TN": 86925009, + "TP": 1450, + "n_pred": 1723, + "n_ref": 2590 + }, + "12": { + "Dice": 0.75, + "FN": 1405, + "FP": 935, + "IoU": 0.6, + "TN": 86922022, + "TP": 3510, + "n_pred": 4445, + "n_ref": 4915 + }, + "13": { + "Dice": 0.621503321363069, + "FN": 15036, + "FP": 34080, + "IoU": 0.4508558714683423, + "TN": 86838431, + "TP": 40325, + "n_pred": 74405, + "n_ref": 55361 + }, + "14": { + "Dice": 0.894217015189701, + "FN": 11074, + "FP": 6009, + "IoU": 0.8086731551065665, + "TN": 86838585, + "TP": 72204, + "n_pred": 78213, + "n_ref": 83278 + }, + "15": { + "Dice": 0.9369161948259143, + "FN": 12901, + "FP": 7265, + "IoU": 0.8813192245671442, + "TN": 86757954, + "TP": 149752, + "n_pred": 157017, + "n_ref": 162653 + }, + "2": { + "Dice": 0.9526541978820989, + "FN": 5514, + "FP": 6285, + "IoU": 0.9095889781156133, + "TN": 86797368, + "TP": 118705, + "n_pred": 124990, + "n_ref": 124219 + }, + "3": { + "Dice": 0.9588717103085524, + "FN": 11022, + "FP": 2646, + "IoU": 0.920992849586987, + "TN": 86754875, + "TP": 159329, + "n_pred": 161975, + "n_ref": 170351 + }, + "4": { + "Dice": 0.8469229190488756, + "FN": 2079, + "FP": 3142, + "IoU": 0.7344894222945484, + "TN": 86908208, + "TP": 14443, + "n_pred": 17585, + "n_ref": 16522 + }, + "5": { + "Dice": 0.892828649942381, + "FN": 437, + "FP": 772, + "IoU": 0.8064051240992794, + "TN": 86921627, + "TP": 5036, + "n_pred": 5808, + "n_ref": 5473 + }, + "6": { + "Dice": 0.9684525759758871, + "FN": 25972, + "FP": 48843, + "IoU": 0.9388347577835152, + "TN": 85704710, + "TP": 1148347, + "n_pred": 1197190, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.9500191622717502, + "FN": 78754, + "FP": 20622, + "IoU": 0.9047966668870092, + "TN": 85884043, + "TP": 944453, + "n_pred": 965075, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.9539895165987187, + "FN": 2791, + "FP": 2186, + "IoU": 0.9120267260579065, + "TN": 86871298, + "TP": 51597, + "n_pred": 53783, + "n_ref": 54388 + }, + "9": { + "Dice": 0.838258961886694, + "FN": 4144, + "FP": 13845, + "IoU": 0.7215540592833372, + "TN": 86863267, + "TP": 46616, + "n_pred": 60461, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9661005318236404, + "FN": 3992, + "FP": 1936, + "IoU": 0.9344240533634222, + "TN": 37659201, + "TP": 84471, + "n_pred": 86407, + "n_ref": 88463 + }, + "10": { + "Dice": 0.8779956621473264, + "FN": 10060, + "FP": 3609, + "IoU": 0.782524302738135, + "TN": 37686747, + "TP": 49184, + "n_pred": 52793, + "n_ref": 59244 + }, + "11": { + "Dice": 0.8332034294621979, + "FN": 450, + "FP": 406, + "IoU": 0.7140948563794255, + "TN": 37746606, + "TP": 2138, + "n_pred": 2544, + "n_ref": 2588 + }, + "12": { + "Dice": 0.8047913157402209, + "FN": 767, + "FP": 276, + "IoU": 0.6733479486376448, + "TN": 37746407, + "TP": 2150, + "n_pred": 2426, + "n_ref": 2917 + }, + "13": { + "Dice": 0.7955751691674022, + "FN": 11083, + "FP": 6288, + "IoU": 0.6605436460633537, + "TN": 37698427, + "TP": 33802, + "n_pred": 40090, + "n_ref": 44885 + }, + "14": { + "Dice": 0.6552405455540472, + "FN": 8081, + "FP": 88935, + "IoU": 0.4872548346008911, + "TN": 37560391, + "TP": 92193, + "n_pred": 181128, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 27029, + "IoU": 0.0, + "TN": 37722571, + "TP": 0, + "n_pred": 27029, + "n_ref": 0 + }, + "2": { + "Dice": 0.8469706561025914, + "FN": 17278, + "FP": 12698, + "IoU": 0.7345612326219783, + "TN": 37636670, + "TP": 82954, + "n_pred": 95652, + "n_ref": 100232 + }, + "3": { + "Dice": 0.9540883656334099, + "FN": 5918, + "FP": 2049, + "IoU": 0.9122074315687398, + "TN": 37658852, + "TP": 82781, + "n_pred": 84830, + "n_ref": 88699 + }, + "4": { + "Dice": 0.44151391269945933, + "FN": 8346, + "FP": 124, + "IoU": 0.28329666610255544, + "TN": 37737782, + "TP": 3348, + "n_pred": 3472, + "n_ref": 11694 + }, + "5": { + "Dice": 0.8452599388379205, + "FN": 1757, + "FP": 1279, + "IoU": 0.7319915254237288, + "TN": 37738272, + "TP": 8292, + "n_pred": 9571, + "n_ref": 10049 + }, + "6": { + "Dice": 0.9716679727530291, + "FN": 33285, + "FP": 8075, + "IoU": 0.9448971217539129, + "TN": 36999004, + "TP": 709236, + "n_pred": 717311, + "n_ref": 742521 + }, + "7": { + "Dice": 0.9325102332856334, + "FN": 37058, + "FP": 7558, + "IoU": 0.8735542600617264, + "TN": 37396753, + "TP": 308231, + "n_pred": 315789, + "n_ref": 345289 + }, + "8": { + "Dice": 0.9400348250486152, + "FN": 4125, + "FP": 5311, + "IoU": 0.8868544432053911, + "TN": 37666203, + "TP": 73961, + "n_pred": 79272, + "n_ref": 78086 + }, + "9": { + "Dice": 0.9233242214815689, + "FN": 3936, + "FP": 4507, + "IoU": 0.8575694186713452, + "TN": 37690322, + "TP": 50835, + "n_pred": 55342, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9785534308154273, + "FN": 5591, + "FP": 2844, + "IoU": 0.9580074575967421, + "TN": 75705819, + "TP": 192434, + "n_pred": 195278, + "n_ref": 198025 + }, + "10": { + "Dice": 0.9233263017652936, + "FN": 10156, + "FP": 7109, + "IoU": 0.857573007754496, + "TN": 75785468, + "TP": 103955, + "n_pred": 111064, + "n_ref": 114111 + }, + "11": { + "Dice": 0.739077962828868, + "FN": 1280, + "FP": 882, + "IoU": 0.5861408882082695, + "TN": 75901464, + "TP": 3062, + "n_pred": 3944, + "n_ref": 4342 + }, + "12": { + "Dice": 0.8706302021403092, + "FN": 923, + "FP": 165, + "IoU": 0.7708991366603496, + "TN": 75901939, + "TP": 3661, + "n_pred": 3826, + "n_ref": 4584 + }, + "13": { + "Dice": 0.8286801228498123, + "FN": 8718, + "FP": 4837, + "IoU": 0.7074755060641374, + "TN": 75860350, + "TP": 32783, + "n_pred": 37620, + "n_ref": 41501 + }, + "14": { + "Dice": 0.9311240490547306, + "FN": 2693, + "FP": 15206, + "IoU": 0.8711245193900033, + "TN": 75767802, + "TP": 120987, + "n_pred": 136193, + "n_ref": 123680 + }, + "15": { + "Dice": 0.848151066782715, + "FN": 43046, + "FP": 8596, + "IoU": 0.7363388047890128, + "TN": 75710823, + "TP": 144223, + "n_pred": 152819, + "n_ref": 187269 + }, + "2": { + "Dice": 0.9653179491718691, + "FN": 7315, + "FP": 6007, + "IoU": 0.9329609500805153, + "TN": 75707968, + "TP": 185398, + "n_pred": 191405, + "n_ref": 192713 + }, + "3": { + "Dice": 0.9701460091303074, + "FN": 8017, + "FP": 6952, + "IoU": 0.9420228670581127, + "TN": 75648500, + "TP": 243219, + "n_pred": 250171, + "n_ref": 251236 + }, + "4": { + "Dice": 0.9294017963057108, + "FN": 2755, + "FP": 1411, + "IoU": 0.8681144738508294, + "TN": 75875100, + "TP": 27422, + "n_pred": 28833, + "n_ref": 30177 + }, + "5": { + "Dice": 0.9086691209844168, + "FN": 620, + "FP": 1191, + "IoU": 0.8326247689463956, + "TN": 75895868, + "TP": 9009, + "n_pred": 10200, + "n_ref": 9629 + }, + "6": { + "Dice": 0.9803438289481792, + "FN": 44353, + "FP": 22318, + "IoU": 0.9614454919023447, + "TN": 74177422, + "TP": 1662595, + "n_pred": 1684913, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.957685477614739, + "FN": 13256, + "FP": 9762, + "IoU": 0.9188066145554082, + "TN": 75623192, + "TP": 260478, + "n_pred": 270240, + "n_ref": 273734 + }, + "8": { + "Dice": 0.9544951529370103, + "FN": 5495, + "FP": 2729, + "IoU": 0.9129514374020915, + "TN": 75812212, + "TP": 86252, + "n_pred": 88981, + "n_ref": 91747 + }, + "9": { + "Dice": 0.8999507877333369, + "FN": 10998, + "FP": 3843, + "IoU": 0.8181004792312689, + "TN": 75825099, + "TP": 66748, + "n_pred": 70591, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9770806928601605, + "FN": 2538, + "FP": 1802, + "IoU": 0.9551884357253485, + "TN": 61290900, + "TP": 92510, + "n_pred": 94312, + "n_ref": 95048 + }, + "10": { + "Dice": 0.9203483201422968, + "FN": 6131, + "FP": 6318, + "IoU": 0.8524493013002098, + "TN": 61303379, + "TP": 71922, + "n_pred": 78240, + "n_ref": 78053 + }, + "11": { + "Dice": 0.8655475127059911, + "FN": 532, + "FP": 341, + "IoU": 0.7629649742058104, + "TN": 61384067, + "TP": 2810, + "n_pred": 3151, + "n_ref": 3342 + }, + "12": { + "Dice": 0.8331658291457287, + "FN": 882, + "FP": 114, + "IoU": 0.7140396210163652, + "TN": 61384267, + "TP": 2487, + "n_pred": 2601, + "n_ref": 3369 + }, + "13": { + "Dice": 0.8011239463003434, + "FN": 9946, + "FP": 4705, + "IoU": 0.6682291666666667, + "TN": 61343590, + "TP": 29509, + "n_pred": 34214, + "n_ref": 39455 + }, + "14": { + "Dice": 0.9245430379111942, + "FN": 1944, + "FP": 8587, + "IoU": 0.85967460391488, + "TN": 61312703, + "TP": 64516, + "n_pred": 73103, + "n_ref": 66460 + }, + "15": { + "Dice": 0.901388640562608, + "FN": 4920, + "FP": 3353, + "IoU": 0.8204799930561584, + "TN": 61341666, + "TP": 37811, + "n_pred": 41164, + "n_ref": 42731 + }, + "2": { + "Dice": 0.9603230871451851, + "FN": 3808, + "FP": 6881, + "IoU": 0.9236745331857618, + "TN": 61247705, + "TP": 129356, + "n_pred": 136237, + "n_ref": 133164 + }, + "3": { + "Dice": 0.9690634817051887, + "FN": 5911, + "FP": 2243, + "IoU": 0.9399836600104517, + "TN": 61251887, + "TP": 127709, + "n_pred": 129952, + "n_ref": 133620 + }, + "4": { + "Dice": 0.8254589307249095, + "FN": 3575, + "FP": 2938, + "IoU": 0.7027927352377475, + "TN": 61365836, + "TP": 15401, + "n_pred": 18339, + "n_ref": 18976 + }, + "5": { + "Dice": 0.5331958231274977, + "FN": 17355, + "FP": 750, + "IoU": 0.3635085252241167, + "TN": 61359305, + "TP": 10340, + "n_pred": 11090, + "n_ref": 27695 + }, + "6": { + "Dice": 0.9750638859329621, + "FN": 30284, + "FP": 19043, + "IoU": 0.9513411348770039, + "TN": 60374019, + "TP": 964404, + "n_pred": 983447, + "n_ref": 994688 + }, + "7": { + "Dice": 0.9462652085564203, + "FN": 11793, + "FP": 7326, + "IoU": 0.8980107862435387, + "TN": 61200289, + "TP": 168342, + "n_pred": 175668, + "n_ref": 180135 + }, + "8": { + "Dice": 0.907885180292114, + "FN": 35685, + "FP": 7056, + "IoU": 0.8313092761940095, + "TN": 61134381, + "TP": 210628, + "n_pred": 217684, + "n_ref": 246313 + }, + "9": { + "Dice": 0.932275355914619, + "FN": 6931, + "FP": 3644, + "IoU": 0.8731421168172167, + "TN": 61304389, + "TP": 72786, + "n_pred": 76430, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9802150178283145, + "FN": 3665, + "FP": 3676, + "IoU": 0.9611977377239812, + "TN": 39559610, + "TP": 181849, + "n_pred": 185525, + "n_ref": 185514 + }, + "10": { + "Dice": 0.8631261327083471, + "FN": 6350, + "FP": 8075, + "IoU": 0.7592101090022869, + "TN": 39688893, + "TP": 45482, + "n_pred": 53557, + "n_ref": 51832 + }, + "11": { + "Dice": 0.8315587362541456, + "FN": 649, + "FP": 316, + "IoU": 0.7116821033761578, + "TN": 39745453, + "TP": 2382, + "n_pred": 2698, + "n_ref": 3031 + }, + "12": { + "Dice": 0.8860541780134729, + "FN": 369, + "FP": 426, + "IoU": 0.7954194544518786, + "TN": 39744914, + "TP": 3091, + "n_pred": 3517, + "n_ref": 3460 + }, + "13": { + "Dice": 0.8642183085892889, + "FN": 7866, + "FP": 3429, + "IoU": 0.7609017781541066, + "TN": 39701560, + "TP": 35945, + "n_pred": 39374, + "n_ref": 43811 + }, + "14": { + "Dice": 0.5110659471581751, + "FN": 15102, + "FP": 19781, + "IoU": 0.3432428361637233, + "TN": 39695686, + "TP": 18231, + "n_pred": 38012, + "n_ref": 33333 + }, + "15": { + "Dice": 0.9405619326281042, + "FN": 1569, + "FP": 4769, + "IoU": 0.8877932194387891, + "TN": 39692315, + "TP": 50147, + "n_pred": 54916, + "n_ref": 51716 + }, + "2": { + "Dice": 0.9675019610158484, + "FN": 3139, + "FP": 4567, + "IoU": 0.9370496838596892, + "TN": 39626386, + "TP": 114708, + "n_pred": 119275, + "n_ref": 117847 + }, + "3": { + "Dice": 0.970003155218174, + "FN": 3618, + "FP": 4463, + "IoU": 0.9417535210252418, + "TN": 39610062, + "TP": 130657, + "n_pred": 135120, + "n_ref": 134275 + }, + "4": { + "Dice": 0.9157476655258376, + "FN": 2100, + "FP": 1888, + "IoU": 0.8445890651182729, + "TN": 39723139, + "TP": 21673, + "n_pred": 23561, + "n_ref": 23773 + }, + "5": { + "Dice": 0.8572987296391552, + "FN": 1024, + "FP": 807, + "IoU": 0.7502387123175556, + "TN": 39741469, + "TP": 5500, + "n_pred": 6307, + "n_ref": 6524 + }, + "6": { + "Dice": 0.9808247142152663, + "FN": 16033, + "FP": 19624, + "IoU": 0.9623709757248101, + "TN": 38801207, + "TP": 911936, + "n_pred": 931560, + "n_ref": 927969 + }, + "7": { + "Dice": 0.9766747122105556, + "FN": 12825, + "FP": 21530, + "IoU": 0.9544127599156063, + "TN": 38995190, + "TP": 719255, + "n_pred": 740785, + "n_ref": 732080 + }, + "8": { + "Dice": 0.961306332526577, + "FN": 2467, + "FP": 1322, + "IoU": 0.9254955167531854, + "TN": 39697944, + "TP": 47067, + "n_pred": 48389, + "n_ref": 49534 + }, + "9": { + "Dice": 0.9298833126687447, + "FN": 1505, + "FP": 4546, + "IoU": 0.8689550622631294, + "TN": 39702625, + "TP": 40124, + "n_pred": 44670, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9672019344038688, + "FN": 3356, + "FP": 2992, + "IoU": 0.9364869732260775, + "TN": 101296660, + "TP": 93600, + "n_pred": 96592, + "n_ref": 96956 + }, + "10": { + "Dice": 0.9022471218370991, + "FN": 9115, + "FP": 6763, + "IoU": 0.821903672297373, + "TN": 101307454, + "TP": 73276, + "n_pred": 80039, + "n_ref": 82391 + }, + "11": { + "Dice": 0.7407802174376465, + "FN": 2054, + "FP": 378, + "IoU": 0.5882850854917894, + "TN": 101390701, + "TP": 3475, + "n_pred": 3853, + "n_ref": 5529 + }, + "12": { + "Dice": 0.8499259990133202, + "FN": 918, + "FP": 603, + "IoU": 0.7390185312285518, + "TN": 101390780, + "TP": 4307, + "n_pred": 4910, + "n_ref": 5225 + }, + "13": { + "Dice": 0.9210463511564443, + "FN": 5563, + "FP": 2046, + "IoU": 0.8536477467253948, + "TN": 101344617, + "TP": 44382, + "n_pred": 46428, + "n_ref": 49945 + }, + "14": { + "Dice": 0.9791134604343609, + "FN": 2465, + "FP": 4920, + "IoU": 0.9590815653725323, + "TN": 101216127, + "TP": 173096, + "n_pred": 178016, + "n_ref": 175561 + }, + "15": { + "Dice": 0.923774683638807, + "FN": 2127, + "FP": 1957, + "IoU": 0.8583469182477195, + "TN": 101367777, + "TP": 24747, + "n_pred": 26704, + "n_ref": 26874 + }, + "2": { + "Dice": 0.9777655411775503, + "FN": 5948, + "FP": 2047, + "IoU": 0.9564983186967452, + "TN": 101212822, + "TP": 175791, + "n_pred": 177838, + "n_ref": 181739 + }, + "3": { + "Dice": 0.9511182906233938, + "FN": 5260, + "FP": 11383, + "IoU": 0.906792712772809, + "TN": 101218049, + "TP": 161916, + "n_pred": 173299, + "n_ref": 167176 + }, + "4": { + "Dice": 0.9366486700678587, + "FN": 691, + "FP": 588, + "IoU": 0.8808459101919135, + "TN": 101385874, + "TP": 9455, + "n_pred": 10043, + "n_ref": 10146 + }, + "5": { + "Dice": 0.7637605639970224, + "FN": 12353, + "FP": 3832, + "IoU": 0.6178095777840749, + "TN": 101354260, + "TP": 26163, + "n_pred": 29995, + "n_ref": 38516 + }, + "6": { + "Dice": 0.9802718842414423, + "FN": 38715, + "FP": 33406, + "IoU": 0.9613071063675002, + "TN": 99532674, + "TP": 1791813, + "n_pred": 1825219, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.9630307928273177, + "FN": 17734, + "FP": 16300, + "IoU": 0.9286975796060916, + "TN": 100919289, + "TP": 443285, + "n_pred": 459585, + "n_ref": 461019 + }, + "8": { + "Dice": 0.9196921883136957, + "FN": 34081, + "FP": 4626, + "IoU": 0.8513242044210567, + "TN": 101136263, + "TP": 221638, + "n_pred": 226264, + "n_ref": 255719 + }, + "9": { + "Dice": 0.9369531204728516, + "FN": 5774, + "FP": 5106, + "IoU": 0.881384573453257, + "TN": 101304883, + "TP": 80845, + "n_pred": 85951, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9700306864164878, + "FN": 8678, + "FP": 4194, + "IoU": 0.9418054243203776, + "TN": 73662315, + "TP": 208317, + "n_pred": 212511, + "n_ref": 216995 + }, + "10": { + "Dice": 0.4791201123119481, + "FN": 47003, + "FP": 15700, + "IoU": 0.31502823871270796, + "TN": 73791963, + "TP": 28838, + "n_pred": 44538, + "n_ref": 75841 + }, + "11": { + "Dice": 0.6871779327068809, + "FN": 1725, + "FP": 2403, + "IoU": 0.5234356961440776, + "TN": 73874842, + "TP": 4534, + "n_pred": 6937, + "n_ref": 6259 + }, + "12": { + "Dice": 0.6597176981541802, + "FN": 2503, + "FP": 631, + "IoU": 0.49222294232015557, + "TN": 73877332, + "TP": 3038, + "n_pred": 3669, + "n_ref": 5541 + }, + "13": { + "Dice": 0.02822995846493816, + "FN": 60019, + "FP": 23974, + "IoU": 0.014317064297701056, + "TN": 73798291, + "TP": 1220, + "n_pred": 25194, + "n_ref": 61239 + }, + "14": { + "Dice": 0.8634474274758173, + "FN": 11299, + "FP": 17118, + "IoU": 0.7597074243192965, + "TN": 73765244, + "TP": 89843, + "n_pred": 106961, + "n_ref": 101142 + }, + "15": { + "Dice": 0.8791828074901367, + "FN": 37773, + "FP": 12908, + "IoU": 0.7844123139486905, + "TN": 73648421, + "TP": 184402, + "n_pred": 197310, + "n_ref": 222175 + }, + "2": { + "Dice": 0.7259325107987495, + "FN": 69375, + "FP": 22499, + "IoU": 0.5697755550248421, + "TN": 73669955, + "TP": 121675, + "n_pred": 144174, + "n_ref": 191050 + }, + "3": { + "Dice": 0.7929379467032707, + "FN": 20007, + "FP": 67485, + "IoU": 0.6569156445085799, + "TN": 73628488, + "TP": 167524, + "n_pred": 235009, + "n_ref": 187531 + }, + "4": { + "Dice": 0.026457861116834947, + "FN": 47246, + "FP": 0, + "IoU": 0.013406281323087204, + "TN": 73835616, + "TP": 642, + "n_pred": 642, + "n_ref": 47888 + }, + "5": { + "Dice": 0.7111234089651356, + "FN": 6133, + "FP": 1175, + "IoU": 0.5517389437526835, + "TN": 73867201, + "TP": 8995, + "n_pred": 10170, + "n_ref": 15128 + }, + "6": { + "Dice": 0.8264058513331566, + "FN": 365427, + "FP": 195810, + "IoU": 0.704166642507481, + "TN": 71986365, + "TP": 1335902, + "n_pred": 1531712, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.669605298487425, + "FN": 82821, + "FP": 5775, + "IoU": 0.5033132631437317, + "TN": 73705130, + "TP": 89778, + "n_pred": 95553, + "n_ref": 172599 + }, + "8": { + "Dice": 0.9126397152866597, + "FN": 5593, + "FP": 8546, + "IoU": 0.8393167638334867, + "TN": 73795511, + "TP": 73854, + "n_pred": 82400, + "n_ref": 79447 + }, + "9": { + "Dice": 0.8255786086876712, + "FN": 9226, + "FP": 24981, + "IoU": 0.7029662562303538, + "TN": 73768342, + "TP": 80955, + "n_pred": 105936, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9722168335959736, + "FN": 4416, + "FP": 6039, + "IoU": 0.9459357434287753, + "TN": 69302395, + "TP": 182926, + "n_pred": 188965, + "n_ref": 187342 + }, + "10": { + "Dice": 0.8238713455303712, + "FN": 9788, + "FP": 14876, + "IoU": 0.7004942379385299, + "TN": 69413427, + "TP": 57685, + "n_pred": 72561, + "n_ref": 67473 + }, + "11": { + "Dice": 0.7843920628579039, + "FN": 516, + "FP": 1103, + "IoU": 0.6452673093777388, + "TN": 69491212, + "TP": 2945, + "n_pred": 4048, + "n_ref": 3461 + }, + "12": { + "Dice": 0.7518847378120288, + "FN": 908, + "FP": 573, + "IoU": 0.6024161073825504, + "TN": 69492051, + "TP": 2244, + "n_pred": 2817, + "n_ref": 3152 + }, + "13": { + "Dice": 0.7897628760836308, + "FN": 15869, + "FP": 17113, + "IoU": 0.6525687077982956, + "TN": 69400845, + "TP": 61949, + "n_pred": 79062, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9586526710528519, + "FN": 7877, + "FP": 4472, + "IoU": 0.9205887837846528, + "TN": 69340269, + "TP": 143158, + "n_pred": 147630, + "n_ref": 151035 + }, + "15": { + "Dice": 0.939159645942199, + "FN": 5931, + "FP": 5479, + "IoU": 0.8852978135209851, + "TN": 69396301, + "TP": 88065, + "n_pred": 93544, + "n_ref": 93996 + }, + "2": { + "Dice": 0.9382442500809848, + "FN": 5332, + "FP": 13732, + "IoU": 0.8836723984330189, + "TN": 69331894, + "TP": 144818, + "n_pred": 158550, + "n_ref": 150150 + }, + "3": { + "Dice": 0.9403836466034998, + "FN": 16699, + "FP": 3064, + "IoU": 0.8874755883006041, + "TN": 69320143, + "TP": 155870, + "n_pred": 158934, + "n_ref": 172569 + }, + "4": { + "Dice": 0.9049832450545887, + "FN": 3631, + "FP": 3401, + "IoU": 0.8264560710760118, + "TN": 69455256, + "TP": 33488, + "n_pred": 36889, + "n_ref": 37119 + }, + "5": { + "Dice": 0.8663633299629255, + "FN": 3670, + "FP": 1088, + "IoU": 0.7642336851493979, + "TN": 69475595, + "TP": 15423, + "n_pred": 16511, + "n_ref": 19093 + }, + "6": { + "Dice": 0.9814562967212652, + "FN": 22930, + "FP": 30984, + "IoU": 0.9635878102843466, + "TN": 68015118, + "TP": 1426744, + "n_pred": 1457728, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.9668079686605472, + "FN": 12393, + "FP": 8247, + "IoU": 0.9357485727093308, + "TN": 69174538, + "TP": 300598, + "n_pred": 308845, + "n_ref": 312991 + }, + "8": { + "Dice": 0.9062014143895076, + "FN": 13787, + "FP": 1718, + "IoU": 0.828490204971074, + "TN": 69405373, + "TP": 74898, + "n_pred": 76616, + "n_ref": 88685 + }, + "9": { + "Dice": 0.9030065225601208, + "FN": 9832, + "FP": 5321, + "IoU": 0.8231648967207376, + "TN": 69410086, + "TP": 70537, + "n_pred": 75858, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9745679303964411, + "FN": 4371, + "FP": 5965, + "IoU": 0.9503973586209544, + "TN": 50625176, + "TP": 198040, + "n_pred": 204005, + "n_ref": 202411 + }, + "10": { + "Dice": 0.8990848848217103, + "FN": 4610, + "FP": 11380, + "IoU": 0.8166704884200872, + "TN": 50746332, + "TP": 71230, + "n_pred": 82610, + "n_ref": 75840 + }, + "11": { + "Dice": 0.8564086590873695, + "FN": 1230, + "FP": 614, + "IoU": 0.7488764810023151, + "TN": 50826209, + "TP": 5499, + "n_pred": 6113, + "n_ref": 6729 + }, + "12": { + "Dice": 0.8420518029456577, + "FN": 1325, + "FP": 541, + "IoU": 0.7271929824561404, + "TN": 50826712, + "TP": 4974, + "n_pred": 5515, + "n_ref": 6299 + }, + "13": { + "Dice": 0.7481287494660204, + "FN": 7983, + "FP": 19139, + "IoU": 0.5976083795733065, + "TN": 50766150, + "TP": 40280, + "n_pred": 59419, + "n_ref": 48263 + }, + "14": { + "Dice": 0.4756174887561749, + "FN": 34610, + "FP": 951, + "IoU": 0.31200665531651445, + "TN": 50781864, + "TP": 16127, + "n_pred": 17078, + "n_ref": 50737 + }, + "15": { + "Dice": 0.681704537098316, + "FN": 16215, + "FP": 1099, + "IoU": 0.5171105842978664, + "TN": 50797697, + "TP": 18541, + "n_pred": 19640, + "n_ref": 34756 + }, + "2": { + "Dice": 0.9691768119480348, + "FN": 5646, + "FP": 7484, + "IoU": 0.9401969447151953, + "TN": 50613998, + "TP": 206424, + "n_pred": 213908, + "n_ref": 212070 + }, + "3": { + "Dice": 0.9720781633107958, + "FN": 6887, + "FP": 4387, + "IoU": 0.9456732298262353, + "TN": 50626030, + "TP": 196248, + "n_pred": 200635, + "n_ref": 203135 + }, + "4": { + "Dice": 0.7742897853771484, + "FN": 576, + "FP": 9562, + "IoU": 0.6317070512587641, + "TN": 50806025, + "TP": 17389, + "n_pred": 26951, + "n_ref": 17965 + }, + "5": { + "Dice": 0.8516990291262136, + "FN": 2317, + "FP": 1349, + "IoU": 0.741703656732192, + "TN": 50819359, + "TP": 10527, + "n_pred": 11876, + "n_ref": 12844 + }, + "6": { + "Dice": 0.9863282714980259, + "FN": 26649, + "FP": 33501, + "IoU": 0.9730253333153951, + "TN": 48603682, + "TP": 2169720, + "n_pred": 2203221, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.9566886975450053, + "FN": 10370, + "FP": 9368, + "IoU": 0.916973385885728, + "TN": 50595821, + "TP": 217993, + "n_pred": 227361, + "n_ref": 228363 + }, + "8": { + "Dice": 0.961181547486338, + "FN": 5923, + "FP": 1912, + "IoU": 0.9252642222137434, + "TN": 50728716, + "TP": 97001, + "n_pred": 98913, + "n_ref": 102924 + }, + "9": { + "Dice": 0.9414044727539985, + "FN": 7523, + "FP": 5871, + "IoU": 0.8892957210986123, + "TN": 50712563, + "TP": 107595, + "n_pred": 113466, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.97916429411988, + "FN": 5600, + "FP": 3182, + "IoU": 0.959179120087387, + "TN": 76669725, + "TP": 206353, + "n_pred": 209535, + "n_ref": 211953 + }, + "10": { + "Dice": 0.8319751467465968, + "FN": 11666, + "FP": 9860, + "IoU": 0.7122923321616167, + "TN": 76810041, + "TP": 53293, + "n_pred": 63153, + "n_ref": 64959 + }, + "11": { + "Dice": 0.7927043142756928, + "FN": 614, + "FP": 568, + "IoU": 0.6565950029052876, + "TN": 76881418, + "TP": 2260, + "n_pred": 2828, + "n_ref": 2874 + }, + "12": { + "Dice": 0.8274091627172195, + "FN": 514, + "FP": 360, + "IoU": 0.7056247894914113, + "TN": 76881891, + "TP": 2095, + "n_pred": 2455, + "n_ref": 2609 + }, + "13": { + "Dice": 0.5823154731892036, + "FN": 14488, + "FP": 26103, + "IoU": 0.4107510960137038, + "TN": 76815974, + "TP": 28295, + "n_pred": 54398, + "n_ref": 42783 + }, + "14": { + "Dice": 0.9406425473150136, + "FN": 4199, + "FP": 5558, + "IoU": 0.8879368761987895, + "TN": 76797793, + "TP": 77310, + "n_pred": 82868, + "n_ref": 81509 + }, + "15": { + "Dice": 0.8007550811854207, + "FN": 11806, + "FP": 2232, + "IoU": 0.6677160508438469, + "TN": 76842613, + "TP": 28209, + "n_pred": 30441, + "n_ref": 40015 + }, + "2": { + "Dice": 0.960794618963813, + "FN": 4265, + "FP": 3866, + "IoU": 0.924547386394217, + "TN": 76777097, + "TP": 99632, + "n_pred": 103498, + "n_ref": 103897 + }, + "3": { + "Dice": 0.9642108337592706, + "FN": 4974, + "FP": 1888, + "IoU": 0.9308948820721464, + "TN": 76785562, + "TP": 92436, + "n_pred": 94324, + "n_ref": 97410 + }, + "4": { + "Dice": 0.9524881783382121, + "FN": 1617, + "FP": 704, + "IoU": 0.9092863284608771, + "TN": 76859274, + "TP": 23265, + "n_pred": 23969, + "n_ref": 24882 + }, + "5": { + "Dice": 0.9152152481104173, + "FN": 1830, + "FP": 750, + "IoU": 0.8436837322023629, + "TN": 76868355, + "TP": 13925, + "n_pred": 14675, + "n_ref": 15755 + }, + "6": { + "Dice": 0.9751214021914629, + "FN": 22506, + "FP": 34059, + "IoU": 0.951450644277802, + "TN": 75719757, + "TP": 1108538, + "n_pred": 1142597, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.9296512516428768, + "FN": 9079, + "FP": 13937, + "IoU": 0.8685498563620476, + "TN": 76709767, + "TP": 152077, + "n_pred": 166014, + "n_ref": 161156 + }, + "8": { + "Dice": 0.9633945933205444, + "FN": 3733, + "FP": 1858, + "IoU": 0.929374463139811, + "TN": 76805696, + "TP": 73573, + "n_pred": 75431, + "n_ref": 77306 + }, + "9": { + "Dice": 0.9380831401089452, + "FN": 7211, + "FP": 3951, + "IoU": 0.883386614847782, + "TN": 76789142, + "TP": 84556, + "n_pred": 88507, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9417767131090258, + "FN": 8006, + "FP": 6407, + "IoU": 0.8899602992823332, + "TN": 130868952, + "TP": 116567, + "n_pred": 122974, + "n_ref": 124573 + }, + "10": { + "Dice": 0.854051059342859, + "FN": 9775, + "FP": 6558, + "IoU": 0.7452784579155035, + "TN": 130935811, + "TP": 47788, + "n_pred": 54346, + "n_ref": 57563 + }, + "11": { + "Dice": 0.7731590235930957, + "FN": 1783, + "FP": 438, + "IoU": 0.6302031302031302, + "TN": 130993926, + "TP": 3785, + "n_pred": 4223, + "n_ref": 5568 + }, + "12": { + "Dice": 0.7506434755479292, + "FN": 2490, + "FP": 707, + "IoU": 0.6008240729179672, + "TN": 130991923, + "TP": 4812, + "n_pred": 5519, + "n_ref": 7302 + }, + "13": { + "Dice": 0.6692529276377691, + "FN": 32183, + "FP": 13515, + "IoU": 0.5029151981899666, + "TN": 130908000, + "TP": 46234, + "n_pred": 59749, + "n_ref": 78417 + }, + "14": { + "Dice": 0.897902788631656, + "FN": 173437, + "FP": 2282, + "IoU": 0.8147219495427596, + "TN": 130051525, + "TP": 772688, + "n_pred": 774970, + "n_ref": 946125 + }, + "15": { + "Dice": 0.2664832014677216, + "FN": 18338, + "FP": 20044, + "IoU": 0.15372403757110728, + "TN": 130954578, + "TP": 6972, + "n_pred": 27016, + "n_ref": 25310 + }, + "2": { + "Dice": 0.9529897289652454, + "FN": 13338, + "FP": 6938, + "IoU": 0.9102009362557741, + "TN": 130774139, + "TP": 205517, + "n_pred": 212455, + "n_ref": 218855 + }, + "3": { + "Dice": 0.9639787542250121, + "FN": 13527, + "FP": 6615, + "IoU": 0.930462341536167, + "TN": 130710276, + "TP": 269514, + "n_pred": 276129, + "n_ref": 283041 + }, + "4": { + "Dice": 0.0, + "FN": 2280, + "FP": 2245, + "IoU": 0.0, + "TN": 130995407, + "TP": 0, + "n_pred": 2245, + "n_ref": 2280 + }, + "5": { + "Dice": 0.7535459305092813, + "FN": 7887, + "FP": 2469, + "IoU": 0.6045517030701084, + "TN": 130973744, + "TP": 15832, + "n_pred": 18301, + "n_ref": 23719 + }, + "6": { + "Dice": 0.9705515073086469, + "FN": 59638, + "FP": 26131, + "IoU": 0.9427878268792954, + "TN": 129500793, + "TP": 1413370, + "n_pred": 1439501, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.9040655406215311, + "FN": 30594, + "FP": 6222, + "IoU": 0.8249266485645944, + "TN": 130789643, + "TP": 173473, + "n_pred": 179695, + "n_ref": 204067 + }, + "8": { + "Dice": 0.9581192046687308, + "FN": 5025, + "FP": 5553, + "IoU": 0.9196053991609412, + "TN": 130868356, + "TP": 120998, + "n_pred": 126551, + "n_ref": 126023 + }, + "9": { + "Dice": 0.8305012877693323, + "FN": 4336, + "FP": 17250, + "IoU": 0.7101344183485746, + "TN": 130925463, + "TP": 52883, + "n_pred": 70133, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9605706496111935, + "FN": 1397, + "FP": 3202, + "IoU": 0.9241326976690477, + "TN": 74366079, + "TP": 56020, + "n_pred": 59222, + "n_ref": 57417 + }, + "10": { + "Dice": 0.8656815408287791, + "FN": 13513, + "FP": 6739, + "IoU": 0.7631732815679304, + "TN": 74341184, + "TP": 65262, + "n_pred": 72001, + "n_ref": 78775 + }, + "11": { + "Dice": 0.7973114891829448, + "FN": 490, + "FP": 475, + "IoU": 0.6629409710094306, + "TN": 74423835, + "TP": 1898, + "n_pred": 2373, + "n_ref": 2388 + }, + "12": { + "Dice": 0.7525773195876289, + "FN": 486, + "FP": 810, + "IoU": 0.6033057851239669, + "TN": 74423431, + "TP": 1971, + "n_pred": 2781, + "n_ref": 2457 + }, + "13": { + "Dice": 0.4752127704029753, + "FN": 69211, + "FP": 6139, + "IoU": 0.31165841448486287, + "TN": 74317232, + "TP": 34116, + "n_pred": 40255, + "n_ref": 103327 + }, + "14": { + "Dice": 0.9269258524811856, + "FN": 18044, + "FP": 6056, + "IoU": 0.8638041039609835, + "TN": 74249747, + "TP": 152851, + "n_pred": 158907, + "n_ref": 170895 + }, + "15": { + "Dice": 0.6866391184573003, + "FN": 10254, + "FP": 666, + "IoU": 0.5228106974305191, + "TN": 74403814, + "TP": 11964, + "n_pred": 12630, + "n_ref": 22218 + }, + "2": { + "Dice": 0.9521169440165225, + "FN": 6268, + "FP": 5046, + "IoU": 0.9086099241512452, + "TN": 74302899, + "TP": 112485, + "n_pred": 117531, + "n_ref": 118753 + }, + "3": { + "Dice": 0.9610961528804144, + "FN": 6794, + "FP": 3277, + "IoU": 0.9251059715921767, + "TN": 74292228, + "TP": 124399, + "n_pred": 127676, + "n_ref": 131193 + }, + "4": { + "Dice": 0.8120224338465013, + "FN": 8887, + "FP": 1101, + "IoU": 0.683533474858211, + "TN": 74395137, + "TP": 21573, + "n_pred": 22674, + "n_ref": 30460 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 74426698, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9738877414523106, + "FN": 15012, + "FP": 31779, + "IoU": 0.9491044798847886, + "TN": 73507344, + "TP": 872563, + "n_pred": 904342, + "n_ref": 887575 + }, + "7": { + "Dice": 0.8688244259674601, + "FN": 10283, + "FP": 32061, + "IoU": 0.7680721241797847, + "TN": 74244124, + "TP": 140230, + "n_pred": 172291, + "n_ref": 150513 + }, + "8": { + "Dice": 0.9391711679404712, + "FN": 1329, + "FP": 4099, + "IoU": 0.8853182903382562, + "TN": 74379367, + "TP": 41903, + "n_pred": 46002, + "n_ref": 43232 + }, + "9": { + "Dice": 0.8851681278437465, + "FN": 1867, + "FP": 6411, + "IoU": 0.7939924843839434, + "TN": 74386515, + "TP": 31905, + "n_pred": 38316, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9778009774863513, + "FN": 3657, + "FP": 2552, + "IoU": 0.9565661441172973, + "TN": 106503735, + "TP": 136744, + "n_pred": 139296, + "n_ref": 140401 + }, + "10": { + "Dice": 0.8769527890668384, + "FN": 10117, + "FP": 14922, + "IoU": 0.7808690325121428, + "TN": 106532423, + "TP": 89226, + "n_pred": 104148, + "n_ref": 99343 + }, + "11": { + "Dice": 0.6123342939481268, + "FN": 1995, + "FP": 1368, + "IoU": 0.44126931383950824, + "TN": 106640669, + "TP": 2656, + "n_pred": 4024, + "n_ref": 4651 + }, + "12": { + "Dice": 0.8491704374057315, + "FN": 966, + "FP": 634, + "IoU": 0.7378768020969856, + "TN": 106640584, + "TP": 4504, + "n_pred": 5138, + "n_ref": 5470 + }, + "13": { + "Dice": 0.8104957785323083, + "FN": 9792, + "FP": 4775, + "IoU": 0.6813727634629686, + "TN": 106600970, + "TP": 31151, + "n_pred": 35926, + "n_ref": 40943 + }, + "14": { + "Dice": 0.9483253063296697, + "FN": 1142, + "FP": 6390, + "IoU": 0.9017287494291865, + "TN": 106570043, + "TP": 69113, + "n_pred": 75503, + "n_ref": 70255 + }, + "15": { + "Dice": 0.8123139291822385, + "FN": 7325, + "FP": 1564, + "IoU": 0.6839466666666667, + "TN": 106618563, + "TP": 19236, + "n_pred": 20800, + "n_ref": 26561 + }, + "2": { + "Dice": 0.955431596554048, + "FN": 10168, + "FP": 6299, + "IoU": 0.9146663764691251, + "TN": 106453716, + "TP": 176505, + "n_pred": 182804, + "n_ref": 186673 + }, + "3": { + "Dice": 0.9553453864485358, + "FN": 3568, + "FP": 10167, + "IoU": 0.9145083686565957, + "TN": 106486029, + "TP": 146924, + "n_pred": 157091, + "n_ref": 150492 + }, + "4": { + "Dice": 0.8805210292161629, + "FN": 484, + "FP": 2121, + "IoU": 0.7865453949524746, + "TN": 106634484, + "TP": 9599, + "n_pred": 11720, + "n_ref": 10083 + }, + "5": { + "Dice": 0.722177742193755, + "FN": 1736, + "FP": 346, + "IoU": 0.5651629072681704, + "TN": 106641900, + "TP": 2706, + "n_pred": 3052, + "n_ref": 4442 + }, + "6": { + "Dice": 0.9790573465096227, + "FN": 17844, + "FP": 35836, + "IoU": 0.9589738886532384, + "TN": 105338253, + "TP": 1254755, + "n_pred": 1290591, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.9726559896932406, + "FN": 8431, + "FP": 10034, + "IoU": 0.9467675675675675, + "TN": 106299813, + "TP": 328410, + "n_pred": 338444, + "n_ref": 336841 + }, + "8": { + "Dice": 0.954728763771631, + "FN": 3915, + "FP": 2450, + "IoU": 0.9133789687130006, + "TN": 106573207, + "TP": 67116, + "n_pred": 69566, + "n_ref": 71031 + }, + "9": { + "Dice": 0.8798858006119653, + "FN": 16357, + "FP": 2407, + "IoU": 0.7855322261718348, + "TN": 106559197, + "TP": 68727, + "n_pred": 71134, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.948220064724919, + "FN": 4435, + "FP": 11981, + "IoU": 0.9015384615384615, + "TN": 107960203, + "TP": 150309, + "n_pred": 162290, + "n_ref": 154744 + }, + "10": { + "Dice": 0.8839318600368324, + "FN": 4345, + "FP": 15823, + "IoU": 0.7920052803102182, + "TN": 108029964, + "TP": 76796, + "n_pred": 92619, + "n_ref": 81141 + }, + "11": { + "Dice": 0.8156212199758078, + "FN": 677, + "FP": 390, + "IoU": 0.6886489641085497, + "TN": 108123501, + "TP": 2360, + "n_pred": 2750, + "n_ref": 3037 + }, + "12": { + "Dice": 0.7752681388012618, + "FN": 902, + "FP": 879, + "IoU": 0.6330105089635277, + "TN": 108122075, + "TP": 3072, + "n_pred": 3951, + "n_ref": 3974 + }, + "13": { + "Dice": 0.847007981040672, + "FN": 16664, + "FP": 5285, + "IoU": 0.7346173842600989, + "TN": 108044221, + "TP": 60758, + "n_pred": 66043, + "n_ref": 77422 + }, + "14": { + "Dice": 0.823937302817137, + "FN": 2939, + "FP": 12854, + "IoU": 0.7005896069918668, + "TN": 108074181, + "TP": 36954, + "n_pred": 49808, + "n_ref": 39893 + }, + "15": { + "Dice": 0.707244486118472, + "FN": 9883, + "FP": 4479, + "IoU": 0.5470829391359193, + "TN": 108095218, + "TP": 17348, + "n_pred": 21827, + "n_ref": 27231 + }, + "2": { + "Dice": 0.9691523364239111, + "FN": 6952, + "FP": 4726, + "IoU": 0.9401508784157766, + "TN": 107931804, + "TP": 183446, + "n_pred": 188172, + "n_ref": 190398 + }, + "3": { + "Dice": 0.9710304883605545, + "FN": 8440, + "FP": 3004, + "IoU": 0.9436921865774454, + "TN": 107923688, + "TP": 191796, + "n_pred": 194800, + "n_ref": 200236 + }, + "4": { + "Dice": 0.9572504508327145, + "FN": 1725, + "FP": 1096, + "IoU": 0.9180061037639878, + "TN": 108092523, + "TP": 31584, + "n_pred": 32680, + "n_ref": 33309 + }, + "5": { + "Dice": 0.882367758186398, + "FN": 374, + "FP": 560, + "IoU": 0.7894974081586658, + "TN": 108122491, + "TP": 3503, + "n_pred": 4063, + "n_ref": 3877 + }, + "6": { + "Dice": 0.9783277827466806, + "FN": 37167, + "FP": 26730, + "IoU": 0.9575750091128379, + "TN": 106620811, + "TP": 1442220, + "n_pred": 1468950, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.9725346840759501, + "FN": 6304, + "FP": 7821, + "IoU": 0.9465377263867073, + "TN": 107862723, + "TP": 250080, + "n_pred": 257901, + "n_ref": 256384 + }, + "8": { + "Dice": 0.9517459493267563, + "FN": 2846, + "FP": 1243, + "IoU": 0.9079344350880353, + "TN": 108082514, + "TP": 40325, + "n_pred": 41568, + "n_ref": 43171 + }, + "9": { + "Dice": 0.9178129491781295, + "FN": 4589, + "FP": 5646, + "IoU": 0.8481093434643239, + "TN": 108059544, + "TP": 57149, + "n_pred": 62795, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9505191260087494, + "FN": 4883, + "FP": 7570, + "IoU": 0.9057040957724722, + "TN": 62438097, + "TP": 119610, + "n_pred": 127180, + "n_ref": 124493 + }, + "10": { + "Dice": 0.9107195917011868, + "FN": 7041, + "FP": 3175, + "IoU": 0.8360745174178849, + "TN": 62507839, + "TP": 52105, + "n_pred": 55280, + "n_ref": 59146 + }, + "11": { + "Dice": 0.7201834862385321, + "FN": 639, + "FP": 459, + "IoU": 0.5627240143369175, + "TN": 62567649, + "TP": 1413, + "n_pred": 1872, + "n_ref": 2052 + }, + "12": { + "Dice": 0.7484782608695653, + "FN": 824, + "FP": 1490, + "IoU": 0.5980545422963349, + "TN": 62564403, + "TP": 3443, + "n_pred": 4933, + "n_ref": 4267 + }, + "13": { + "Dice": 0.8702568937072825, + "FN": 4784, + "FP": 6226, + "IoU": 0.7703139668300824, + "TN": 62522225, + "TP": 36925, + "n_pred": 43151, + "n_ref": 41709 + }, + "14": { + "Dice": 0.9308025238567034, + "FN": 42061, + "FP": 4384, + "IoU": 0.8705618415918845, + "TN": 62211340, + "TP": 312375, + "n_pred": 316759, + "n_ref": 354436 + }, + "15": { + "Dice": 0.8558171650964863, + "FN": 9537, + "FP": 18026, + "IoU": 0.7479723860467242, + "TN": 62460795, + "TP": 81802, + "n_pred": 99828, + "n_ref": 91339 + }, + "2": { + "Dice": 0.9591607806882988, + "FN": 4123, + "FP": 9748, + "IoU": 0.9215263634306404, + "TN": 62393400, + "TP": 162889, + "n_pred": 172637, + "n_ref": 167012 + }, + "3": { + "Dice": 0.9714018100120245, + "FN": 8304, + "FP": 2993, + "IoU": 0.9443938551198311, + "TN": 62366999, + "TP": 191864, + "n_pred": 194857, + "n_ref": 200168 + }, + "4": { + "Dice": 0.9305943790764697, + "FN": 2007, + "FP": 1196, + "IoU": 0.8701977630085913, + "TN": 62545484, + "TP": 21473, + "n_pred": 22669, + "n_ref": 23480 + }, + "5": { + "Dice": 0.5341769895731219, + "FN": 5178, + "FP": 49, + "IoU": 0.3644212062256809, + "TN": 62561936, + "TP": 2997, + "n_pred": 3046, + "n_ref": 8175 + }, + "6": { + "Dice": 0.9755058698560922, + "FN": 51546, + "FP": 19061, + "IoU": 0.9521829761182385, + "TN": 61093552, + "TP": 1406001, + "n_pred": 1425062, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.9037145799557472, + "FN": 10137, + "FP": 27635, + "IoU": 0.8243424234532535, + "TN": 62355128, + "TP": 177260, + "n_pred": 204895, + "n_ref": 187397 + }, + "8": { + "Dice": 0.9499471664534787, + "FN": 1800, + "FP": 5400, + "IoU": 0.9046660664159737, + "TN": 62494636, + "TP": 68324, + "n_pred": 73724, + "n_ref": 70124 + }, + "9": { + "Dice": 0.8618885504389894, + "FN": 1494, + "FP": 13922, + "IoU": 0.7572971441166284, + "TN": 62506642, + "TP": 48102, + "n_pred": 62024, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9180010776136805, + "FN": 10661, + "FP": 37582, + "IoU": 0.8484306764271576, + "TN": 55062958, + "TP": 270047, + "n_pred": 307629, + "n_ref": 280708 + }, + "10": { + "Dice": 0.8744235160906598, + "FN": 7838, + "FP": 11903, + "IoU": 0.7768672574373813, + "TN": 55292776, + "TP": 68731, + "n_pred": 80634, + "n_ref": 76569 + }, + "11": { + "Dice": 0.8118744313011829, + "FN": 758, + "FP": 896, + "IoU": 0.6833237602910205, + "TN": 55376025, + "TP": 3569, + "n_pred": 4465, + "n_ref": 4327 + }, + "12": { + "Dice": 0.8092485549132948, + "FN": 948, + "FP": 834, + "IoU": 0.6796116504854369, + "TN": 55375686, + "TP": 3780, + "n_pred": 4614, + "n_ref": 4728 + }, + "13": { + "Dice": 0.7964303699239679, + "FN": 6634, + "FP": 18025, + "IoU": 0.6617235513608428, + "TN": 55308352, + "TP": 48237, + "n_pred": 66262, + "n_ref": 54871 + }, + "14": { + "Dice": 0.9386988385321586, + "FN": 6486, + "FP": 5099, + "IoU": 0.8844792341825797, + "TN": 55280963, + "TP": 88700, + "n_pred": 93799, + "n_ref": 95186 + }, + "15": { + "Dice": 0.8584208742799051, + "FN": 5530, + "FP": 21627, + "IoU": 0.7519591545951081, + "TN": 55271762, + "TP": 82329, + "n_pred": 103956, + "n_ref": 87859 + }, + "2": { + "Dice": 0.9680094028234077, + "FN": 6354, + "FP": 6139, + "IoU": 0.938002153771333, + "TN": 55179741, + "TP": 189014, + "n_pred": 195153, + "n_ref": 195368 + }, + "3": { + "Dice": 0.9679034777695299, + "FN": 9165, + "FP": 2423, + "IoU": 0.937803254755464, + "TN": 55194936, + "TP": 174724, + "n_pred": 177147, + "n_ref": 183889 + }, + "4": { + "Dice": 0.87820606771215, + "FN": 1417, + "FP": 245, + "IoU": 0.7828586360073164, + "TN": 55373594, + "TP": 5992, + "n_pred": 6237, + "n_ref": 7409 + }, + "5": { + "Dice": 0.8306821508734263, + "FN": 1384, + "FP": 351, + "IoU": 0.7103989317309297, + "TN": 55375257, + "TP": 4256, + "n_pred": 4607, + "n_ref": 5640 + }, + "6": { + "Dice": 0.9677236404981917, + "FN": 72331, + "FP": 22823, + "IoU": 0.937465661778043, + "TN": 53859620, + "TP": 1426474, + "n_pred": 1449297, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.9361958172683724, + "FN": 14995, + "FP": 6849, + "IoU": 0.8800452493657401, + "TN": 55199146, + "TP": 160258, + "n_pred": 167107, + "n_ref": 175253 + }, + "8": { + "Dice": 0.9524334213425917, + "FN": 1239, + "FP": 3337, + "IoU": 0.9091865288058901, + "TN": 55330859, + "TP": 45813, + "n_pred": 49150, + "n_ref": 47052 + }, + "9": { + "Dice": 0.8925580016307167, + "FN": 2750, + "FP": 8846, + "IoU": 0.8059636558348114, + "TN": 55321486, + "TP": 48166, + "n_pred": 57012, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.982231270471086, + "FN": 5049, + "FP": 5215, + "IoU": 0.965082972165713, + "TN": 110852661, + "TP": 283690, + "n_pred": 288905, + "n_ref": 288739 + }, + "10": { + "Dice": 0.8733202385800177, + "FN": 9357, + "FP": 11797, + "IoU": 0.775127297466807, + "TN": 111052544, + "TP": 72917, + "n_pred": 84714, + "n_ref": 82274 + }, + "11": { + "Dice": 0.8287531806615777, + "FN": 377, + "FP": 969, + "IoU": 0.7075820117314795, + "TN": 111142012, + "TP": 3257, + "n_pred": 4226, + "n_ref": 3634 + }, + "12": { + "Dice": 0.8078175895765473, + "FN": 872, + "FP": 190, + "IoU": 0.6775956284153005, + "TN": 111143321, + "TP": 2232, + "n_pred": 2422, + "n_ref": 3104 + }, + "13": { + "Dice": 0.8714894905503268, + "FN": 10787, + "FP": 4492, + "IoU": 0.7722475628298006, + "TN": 111079529, + "TP": 51807, + "n_pred": 56299, + "n_ref": 62594 + }, + "14": { + "Dice": 0.8070107645597571, + "FN": 11878, + "FP": 2106, + "IoU": 0.6764610614964601, + "TN": 111103393, + "TP": 29238, + "n_pred": 31344, + "n_ref": 41116 + }, + "15": { + "Dice": 0.7793849658314351, + "FN": 4835, + "FP": 6787, + "IoU": 0.6385182420453485, + "TN": 111114464, + "TP": 20529, + "n_pred": 27316, + "n_ref": 25364 + }, + "2": { + "Dice": 0.9709793738229453, + "FN": 4823, + "FP": 4207, + "IoU": 0.9435956375629317, + "TN": 110986521, + "TP": 151064, + "n_pred": 155271, + "n_ref": 155887 + }, + "3": { + "Dice": 0.9749106139544387, + "FN": 5976, + "FP": 6304, + "IoU": 0.9510493691826281, + "TN": 110895750, + "TP": 238585, + "n_pred": 244889, + "n_ref": 244561 + }, + "4": { + "Dice": 0.9396728834814163, + "FN": 1229, + "FP": 1032, + "IoU": 0.8862103673880222, + "TN": 111126745, + "TP": 17609, + "n_pred": 18641, + "n_ref": 18838 + }, + "5": { + "Dice": 0.8475377067054334, + "FN": 103, + "FP": 1575, + "IoU": 0.7354146956795964, + "TN": 111140273, + "TP": 4664, + "n_pred": 6239, + "n_ref": 4767 + }, + "6": { + "Dice": 0.983345448491392, + "FN": 15370, + "FP": 38449, + "IoU": 0.9672365574247529, + "TN": 109503961, + "TP": 1588835, + "n_pred": 1627284, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.8131474182798116, + "FN": 112863, + "FP": 9310, + "IoU": 0.6851292492461535, + "TN": 110758605, + "TP": 265837, + "n_pred": 275147, + "n_ref": 378700 + }, + "8": { + "Dice": 0.947720524673958, + "FN": 4901, + "FP": 3445, + "IoU": 0.9006357596971212, + "TN": 111062621, + "TP": 75648, + "n_pred": 79093, + "n_ref": 80549 + }, + "9": { + "Dice": 0.9139953159051245, + "FN": 5316, + "FP": 4195, + "IoU": 0.8416126829755699, + "TN": 111086566, + "TP": 50538, + "n_pred": 54733, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9776392035174509, + "FN": 4965, + "FP": 4057, + "IoU": 0.9562565455180172, + "TN": 96914777, + "TP": 197226, + "n_pred": 201283, + "n_ref": 202191 + }, + "10": { + "Dice": 0.9244803146936146, + "FN": 6246, + "FP": 4889, + "IoU": 0.8595661495775003, + "TN": 97041735, + "TP": 68155, + "n_pred": 73044, + "n_ref": 74401 + }, + "11": { + "Dice": 0.810488346281909, + "FN": 991, + "FP": 375, + "IoU": 0.6813622579892699, + "TN": 97116738, + "TP": 2921, + "n_pred": 3296, + "n_ref": 3912 + }, + "12": { + "Dice": 0.7864233109189882, + "FN": 1599, + "FP": 402, + "IoU": 0.6480211081794195, + "TN": 97115340, + "TP": 3684, + "n_pred": 4086, + "n_ref": 5283 + }, + "13": { + "Dice": 0.8964399159228225, + "FN": 3818, + "FP": 7169, + "IoU": 0.8123163648787154, + "TN": 97062485, + "TP": 47553, + "n_pred": 54722, + "n_ref": 51371 + }, + "14": { + "Dice": 0.9279294843001985, + "FN": 12453, + "FP": 6320, + "IoU": 0.8655489267835017, + "TN": 96981398, + "TP": 120854, + "n_pred": 127174, + "n_ref": 133307 + }, + "15": { + "Dice": 0.9252108664694928, + "FN": 929, + "FP": 9995, + "IoU": 0.860830127143476, + "TN": 97042531, + "TP": 67570, + "n_pred": 77565, + "n_ref": 68499 + }, + "2": { + "Dice": 0.9671732254505333, + "FN": 3035, + "FP": 8122, + "IoU": 0.9364331456961189, + "TN": 96945509, + "TP": 164359, + "n_pred": 172481, + "n_ref": 167394 + }, + "3": { + "Dice": 0.9643328570456555, + "FN": 7252, + "FP": 8474, + "IoU": 0.9311223819409771, + "TN": 96892707, + "TP": 212592, + "n_pred": 221066, + "n_ref": 219844 + }, + "4": { + "Dice": 0.9263366099256773, + "FN": 1778, + "FP": 680, + "IoU": 0.8627812203427678, + "TN": 97103112, + "TP": 15455, + "n_pred": 16135, + "n_ref": 17233 + }, + "5": { + "Dice": 0.7802958221607127, + "FN": 3437, + "FP": 1643, + "IoU": 0.639741862279271, + "TN": 97106924, + "TP": 9021, + "n_pred": 10664, + "n_ref": 12458 + }, + "6": { + "Dice": 0.9843426529199216, + "FN": 27388, + "FP": 22249, + "IoU": 0.9691680523454257, + "TN": 95511104, + "TP": 1560284, + "n_pred": 1582533, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.9553904854684202, + "FN": 20784, + "FP": 7790, + "IoU": 0.914591023897416, + "TN": 96786470, + "TP": 305981, + "n_pred": 313771, + "n_ref": 326765 + }, + "8": { + "Dice": 0.9615170388374095, + "FN": 5163, + "FP": 2437, + "IoU": 0.9258861963040617, + "TN": 97018480, + "TP": 94945, + "n_pred": 97382, + "n_ref": 100108 + }, + "9": { + "Dice": 0.9443369935945429, + "FN": 4630, + "FP": 6076, + "IoU": 0.8945439859733454, + "TN": 97019504, + "TP": 90815, + "n_pred": 96891, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.976581452714411, + "FN": 5519, + "FP": 3671, + "IoU": 0.9542346631342533, + "TN": 78855598, + "TP": 191617, + "n_pred": 195288, + "n_ref": 197136 + }, + "10": { + "Dice": 0.8743006754882029, + "FN": 6357, + "FP": 18560, + "IoU": 0.7766733589072528, + "TN": 78944833, + "TP": 86655, + "n_pred": 105215, + "n_ref": 93012 + }, + "11": { + "Dice": 0.7775958074025549, + "FN": 635, + "FP": 723, + "IoU": 0.6361200428724545, + "TN": 79052673, + "TP": 2374, + "n_pred": 3097, + "n_ref": 3009 + }, + "12": { + "Dice": 0.6381322957198443, + "FN": 872, + "FP": 1546, + "IoU": 0.4685714285714286, + "TN": 79051855, + "TP": 2132, + "n_pred": 3678, + "n_ref": 3004 + }, + "13": { + "Dice": 0.7851879174718746, + "FN": 16515, + "FP": 10274, + "IoU": 0.6463451662728221, + "TN": 78980656, + "TP": 48960, + "n_pred": 59234, + "n_ref": 65475 + }, + "14": { + "Dice": 0.6263061099380152, + "FN": 14891, + "FP": 12540, + "IoU": 0.45592843825617835, + "TN": 79005987, + "TP": 22987, + "n_pred": 35527, + "n_ref": 37878 + }, + "15": { + "Dice": 0.7504774337031934, + "FN": 7487, + "FP": 13157, + "IoU": 0.6006113486428447, + "TN": 79004716, + "TP": 31045, + "n_pred": 44202, + "n_ref": 38532 + }, + "2": { + "Dice": 0.955578209565145, + "FN": 3544, + "FP": 6609, + "IoU": 0.914935151982305, + "TN": 78937049, + "TP": 109203, + "n_pred": 115812, + "n_ref": 112747 + }, + "3": { + "Dice": 0.9541610848867234, + "FN": 8487, + "FP": 2360, + "IoU": 0.9123403911427186, + "TN": 78932665, + "TP": 112893, + "n_pred": 115253, + "n_ref": 121380 + }, + "4": { + "Dice": 0.8913186813186813, + "FN": 371, + "FP": 1607, + "IoU": 0.8039448904747745, + "TN": 79046316, + "TP": 8111, + "n_pred": 9718, + "n_ref": 8482 + }, + "5": { + "Dice": 0.9035070722728153, + "FN": 295, + "FP": 701, + "IoU": 0.8239971726453437, + "TN": 79050746, + "TP": 4663, + "n_pred": 5364, + "n_ref": 4958 + }, + "6": { + "Dice": 0.9822835316341171, + "FN": 21249, + "FP": 25551, + "IoU": 0.9651838819227722, + "TN": 77712200, + "TP": 1297405, + "n_pred": 1322956, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.9681890718619603, + "FN": 14082, + "FP": 16138, + "IoU": 0.9383396177137914, + "TN": 78566301, + "TP": 459884, + "n_pred": 476022, + "n_ref": 473966 + }, + "8": { + "Dice": 0.9367979677409481, + "FN": 919, + "FP": 3211, + "IoU": 0.8811100236052738, + "TN": 79021667, + "TP": 30608, + "n_pred": 33819, + "n_ref": 31527 + }, + "9": { + "Dice": 0.9304585653000874, + "FN": 4271, + "FP": 5747, + "IoU": 0.8699602793426621, + "TN": 78979367, + "TP": 67020, + "n_pred": 72767, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9736607529208136, + "FN": 8408, + "FP": 3766, + "IoU": 0.9486734095882152, + "TN": 122474753, + "TP": 225013, + "n_pred": 228779, + "n_ref": 233421 + }, + "10": { + "Dice": 0.8635920250152699, + "FN": 15666, + "FP": 14260, + "IoU": 0.7599313310229753, + "TN": 122587284, + "TP": 94730, + "n_pred": 108990, + "n_ref": 110396 + }, + "11": { + "Dice": 0.8494188984335523, + "FN": 820, + "FP": 372, + "IoU": 0.738252086078173, + "TN": 122707386, + "TP": 3362, + "n_pred": 3734, + "n_ref": 4182 + }, + "12": { + "Dice": 0.615315070970075, + "FN": 2887, + "FP": 1368, + "IoU": 0.44437189866805954, + "TN": 122704282, + "TP": 3403, + "n_pred": 4771, + "n_ref": 6290 + }, + "13": { + "Dice": 0.6972337532207271, + "FN": 14833, + "FP": 19009, + "IoU": 0.5351948248156134, + "TN": 122639131, + "TP": 38967, + "n_pred": 57976, + "n_ref": 53800 + }, + "14": { + "Dice": 0.9104750424850808, + "FN": 15544, + "FP": 2578, + "IoU": 0.8356624014944728, + "TN": 122601667, + "TP": 92151, + "n_pred": 94729, + "n_ref": 107695 + }, + "15": { + "Dice": 0.9078629464827097, + "FN": 2428, + "FP": 7449, + "IoU": 0.8312719942601388, + "TN": 122653402, + "TP": 48661, + "n_pred": 56110, + "n_ref": 51089 + }, + "2": { + "Dice": 0.8838779134644098, + "FN": 24464, + "FP": 5090, + "IoU": 0.7919186656434158, + "TN": 122569909, + "TP": 112477, + "n_pred": 117567, + "n_ref": 136941 + }, + "3": { + "Dice": 0.9056074914187191, + "FN": 2751, + "FP": 27086, + "IoU": 0.8274978897586809, + "TN": 122538974, + "TP": 143129, + "n_pred": 170215, + "n_ref": 145880 + }, + "4": { + "Dice": 0.947680698843089, + "FN": 4940, + "FP": 1744, + "IoU": 0.9005638286793912, + "TN": 122644721, + "TP": 60535, + "n_pred": 62279, + "n_ref": 65475 + }, + "5": { + "Dice": 0.562998986828774, + "FN": 10263, + "FP": 520, + "IoU": 0.39178746686220317, + "TN": 122694211, + "TP": 6946, + "n_pred": 7466, + "n_ref": 17209 + }, + "6": { + "Dice": 0.9837503425443284, + "FN": 34349, + "FP": 21035, + "IoU": 0.9680203435514949, + "TN": 120980089, + "TP": 1676467, + "n_pred": 1697502, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.8498002469927799, + "FN": 80069, + "FP": 91784, + "IoU": 0.7388284033020875, + "TN": 122053932, + "TP": 486155, + "n_pred": 577939, + "n_ref": 566224 + }, + "8": { + "Dice": 0.8690966255012457, + "FN": 5976, + "FP": 33328, + "IoU": 0.7684976852124539, + "TN": 122542162, + "TP": 130474, + "n_pred": 163802, + "n_ref": 136450 + }, + "9": { + "Dice": 0.9107852305814779, + "FN": 6086, + "FP": 7365, + "IoU": 0.8361851639853369, + "TN": 122629829, + "TP": 68660, + "n_pred": 76025, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/loop_001/summary_cross_val.json b/nnActive_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/loop_001/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..0119776557f7d8a6eb6c35a153e33c68dec3fc93 --- /dev/null +++ b/nnActive_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/loop_001/summary_cross_val.json @@ -0,0 +1,24396 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": 0.6132143278432544, + "FN": 7384.064444444445, + "FP": 3767.1755555555555, + "IoU": 0.5296639858674438, + "TN": 1212961.8177777778, + "TP": 20034.142222222225, + "n_pred": 23801.317777777775, + "n_ref": 27418.206666666665 + }, + "mean": { + "1": { + "Dice": 0.6937682872326818, + "FN": 1092.6, + "FP": 1130.2666666666667, + "IoU": 0.6421598636928545, + "TN": 1227848.8666666667, + "TP": 14075.466666666667, + "n_pred": 15205.733333333334, + "n_ref": 15168.066666666668 + }, + "10": { + "Dice": 0.6504503337762455, + "FN": 4310.533333333334, + "FP": 1872.3333333333333, + "IoU": 0.5553556913728074, + "TN": 1226142.9, + "TP": 11821.433333333332, + "n_pred": 13693.766666666666, + "n_ref": 16131.966666666667 + }, + "11": { + "Dice": 0.48144357868678195, + "FN": 81.43333333333334, + "FP": 75.63333333333334, + "IoU": 0.3787737281490658, + "TN": 1243812.7, + "TP": 177.43333333333334, + "n_pred": 253.06666666666666, + "n_ref": 258.8666666666667 + }, + "12": { + "Dice": 0.2648063319520923, + "FN": 153.53333333333333, + "FP": 121.9, + "IoU": 0.19541817775148698, + "TN": 1243632.1666666667, + "TP": 239.6, + "n_pred": 361.5, + "n_ref": 393.1333333333333 + }, + "13": { + "Dice": 0.4389159477830609, + "FN": 4773.0, + "FP": 1666.4, + "IoU": 0.33136360363537914, + "TN": 1233264.4666666666, + "TP": 4443.333333333333, + "n_pred": 6109.733333333334, + "n_ref": 9216.333333333334 + }, + "14": { + "Dice": 0.5592001439299688, + "FN": 26673.8, + "FP": 5926.766666666666, + "IoU": 0.46883610892358507, + "TN": 1187186.6, + "TP": 24360.033333333333, + "n_pred": 30286.8, + "n_ref": 51033.833333333336 + }, + "15": { + "Dice": 0.47114610613092334, + "FN": 11856.066666666668, + "FP": 7245.566666666667, + "IoU": 0.3692177435852589, + "TN": 1208547.8333333333, + "TP": 16497.733333333334, + "n_pred": 23743.3, + "n_ref": 28353.8 + }, + "2": { + "Dice": 0.8311015526658153, + "FN": 5445.433333333333, + "FP": 6847.633333333333, + "IoU": 0.7593787892251224, + "TN": 1205545.8666666667, + "TP": 26308.266666666666, + "n_pred": 33155.9, + "n_ref": 31753.7 + }, + "3": { + "Dice": 0.6998774459767937, + "FN": 6129.8, + "FP": 3280.1, + "IoU": 0.6517542092193707, + "TN": 1218569.0333333334, + "TP": 16168.266666666666, + "n_pred": 19448.366666666665, + "n_ref": 22298.066666666666 + }, + "4": { + "Dice": 0.5367731994614549, + "FN": 2354.733333333333, + "FP": 821.6666666666666, + "IoU": 0.42344601078203564, + "TN": 1238039.3, + "TP": 2931.5, + "n_pred": 3753.1666666666665, + "n_ref": 5286.233333333334 + }, + "5": { + "Dice": 0.5374640191383181, + "FN": 345.7, + "FP": 76.4, + "IoU": 0.44185122895217377, + "TN": 1243083.9666666666, + "TP": 641.1333333333333, + "n_pred": 717.5333333333333, + "n_ref": 986.8333333333334 + }, + "6": { + "Dice": 0.8995159501553304, + "FN": 41790.0, + "FP": 6374.2, + "IoU": 0.8285391594290681, + "TN": 1076073.4, + "TP": 119909.6, + "n_pred": 126283.8, + "n_ref": 161699.6 + }, + "7": { + "Dice": 0.6899746350925013, + "FN": 4386.066666666667, + "FP": 19074.666666666668, + "IoU": 0.6154942281712862, + "TN": 1171796.6, + "TP": 48889.86666666667, + "n_pred": 67964.53333333334, + "n_ref": 53275.933333333334 + }, + "8": { + "Dice": 0.6894608730772135, + "FN": 487.56666666666666, + "FP": 837.1, + "IoU": 0.617865079667708, + "TN": 1236760.1333333333, + "TP": 6062.4, + "n_pred": 6899.5, + "n_ref": 6549.966666666666 + }, + "9": { + "Dice": 0.7543165125896328, + "FN": 880.7, + "FP": 1157.0, + "IoU": 0.6655061654544532, + "TN": 1234123.4333333333, + "TP": 7986.066666666667, + "n_pred": 9143.066666666668, + "n_ref": 8866.766666666666 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9817309962764508, + "FN": 3838, + "FP": 1191, + "IoU": 0.9641175295393573, + "TN": 1086472, + "TP": 135123, + "n_pred": 136314, + "n_ref": 138961 + }, + "10": { + "Dice": 0.8840077630457258, + "FN": 3392, + "FP": 3003, + "IoU": 0.792127161617475, + "TN": 1195860, + "TP": 24369, + "n_pred": 27372, + "n_ref": 27761 + }, + "11": { + "Dice": 0.7664835164835165, + "FN": 112, + "FP": 228, + "IoU": 0.621380846325167, + "TN": 1225726, + "TP": 558, + "n_pred": 786, + "n_ref": 670 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8299222365345165, + "FN": 1937, + "FP": 5193, + "IoU": 0.7092881024219196, + "TN": 1202098, + "TP": 17396, + "n_pred": 22589, + "n_ref": 19333 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9324324324324325, + "FN": 28, + "FP": 222, + "IoU": 0.8734177215189873, + "TN": 1224649, + "TP": 1725, + "n_pred": 1947, + "n_ref": 1753 + }, + "3": { + "Dice": 0.9453328026596118, + "FN": 1005, + "FP": 1330, + "IoU": 0.8963328005682827, + "TN": 1204100, + "TP": 20189, + "n_pred": 21519, + "n_ref": 21194 + }, + "4": { + "Dice": 0.5447897623400365, + "FN": 2280, + "FP": 210, + "IoU": 0.3743718592964824, + "TN": 1222644, + "TP": 1490, + "n_pred": 1700, + "n_ref": 3770 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.889999878062164, + "FN": 4094, + "FP": 4927, + "IoU": 0.8018016038668571, + "TN": 1181109, + "TP": 36494, + "n_pred": 41421, + "n_ref": 40588 + }, + "7": { + "Dice": 0.0, + "FN": 182, + "FP": 196, + "IoU": 0.0, + "TN": 1226246, + "TP": 0, + "n_pred": 196, + "n_ref": 182 + }, + "8": { + "Dice": 0.0, + "FN": 7160, + "FP": 0, + "IoU": 0.0, + "TN": 1219464, + "TP": 0, + "n_pred": 0, + "n_ref": 7160 + }, + "9": { + "Dice": 0.9060851505711319, + "FN": 1438, + "FP": 823, + "IoU": 0.8282958687727825, + "TN": 1213456, + "TP": 10907, + "n_pred": 11730, + "n_ref": 12345 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0007.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0007.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9559594547361062, + "FN": 1099, + "FP": 5201, + "IoU": 0.9156344158018078, + "TN": 626253, + "TP": 68375, + "n_pred": 73576, + "n_ref": 69474 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9160069330585094, + "FN": 3597, + "FP": 1782, + "IoU": 0.8450302506482282, + "TN": 666218, + "TP": 29331, + "n_pred": 31113, + "n_ref": 32928 + }, + "7": { + "Dice": 0.9632180309907654, + "FN": 2233, + "FP": 3172, + "IoU": 0.9290458937198067, + "TN": 624752, + "TP": 70771, + "n_pred": 73943, + "n_ref": 73004 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0014.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0014.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7846432785564221, + "FN": 4049, + "FP": 3434, + "IoU": 0.6456073881127161, + "TN": 855045, + "TP": 13632, + "n_pred": 17066, + "n_ref": 17681 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.4832731148137558, + "FN": 17368, + "FP": 2511, + "IoU": 0.31862896315338474, + "TN": 846985, + "TP": 9296, + "n_pred": 11807, + "n_ref": 26664 + }, + "14": { + "Dice": 0.8848557974293232, + "FN": 4831, + "FP": 2040, + "IoU": 0.7934900216398173, + "TN": 842888, + "TP": 26401, + "n_pred": 28441, + "n_ref": 31232 + }, + "15": { + "Dice": 0.8541943371585762, + "FN": 5371, + "FP": 20866, + "IoU": 0.7454966970928597, + "TN": 773069, + "TP": 76854, + "n_pred": 97720, + "n_ref": 82225 + }, + "2": { + "Dice": 0.9546652609383237, + "FN": 154, + "FP": 362, + "IoU": 0.9132627332324761, + "TN": 870211, + "TP": 5433, + "n_pred": 5795, + "n_ref": 5587 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8561143110323438, + "FN": 2108, + "FP": 490, + "IoU": 0.7484264549239856, + "TN": 865833, + "TP": 7729, + "n_pred": 8219, + "n_ref": 9837 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8691780821917808, + "FN": 405, + "FP": 1505, + "IoU": 0.7686250757116899, + "TN": 867905, + "TP": 6345, + "n_pred": 7850, + "n_ref": 6750 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.5679747070857355, + "FN": 378, + "FP": 1945, + "IoU": 0.3966233766233766, + "TN": 872310, + "TP": 1527, + "n_pred": 3472, + "n_ref": 1905 + }, + "9": { + "Dice": 0.883130134937809, + "FN": 6294, + "FP": 349, + "IoU": 0.7907189213030055, + "TN": 844418, + "TP": 25099, + "n_pred": 25448, + "n_ref": 31393 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0025.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0025.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6956521739130435, + "FN": 0, + "FP": 7, + "IoU": 0.5333333333333333, + "TN": 876145, + "TP": 8, + "n_pred": 15, + "n_ref": 8 + }, + "10": { + "Dice": 0.24605678233438485, + "FN": 239, + "FP": 0, + "IoU": 0.14028776978417265, + "TN": 875882, + "TP": 39, + "n_pred": 39, + "n_ref": 278 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.5921468728039353, + "FN": 1017, + "FP": 8269, + "IoU": 0.42060273288825106, + "TN": 860133, + "TP": 6741, + "n_pred": 15010, + "n_ref": 7758 + }, + "15": { + "Dice": 0.8832874067220468, + "FN": 25454, + "FP": 3559, + "IoU": 0.7909711165066031, + "TN": 737361, + "TP": 109786, + "n_pred": 113345, + "n_ref": 135240 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8311926605504587, + "FN": 15, + "FP": 169, + "IoU": 0.7111459968602826, + "TN": 875523, + "TP": 453, + "n_pred": 622, + "n_ref": 468 + }, + "6": { + "Dice": 0.868848917755152, + "FN": 2164, + "FP": 6943, + "IoU": 0.7681104066406946, + "TN": 836887, + "TP": 30166, + "n_pred": 37109, + "n_ref": 32330 + }, + "7": { + "Dice": 0.9446355958711292, + "FN": 5502, + "FP": 1578, + "IoU": 0.8950800237107291, + "TN": 808680, + "TP": 60400, + "n_pred": 61978, + "n_ref": 65902 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.794213475824319, + "FN": 2432, + "FP": 726, + "IoU": 0.6586683960224816, + "TN": 866908, + "TP": 6094, + "n_pred": 6820, + "n_ref": 8526 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0035.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0035.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 12, + "FP": 1, + "IoU": 0.0, + "TN": 1051379, + "TP": 0, + "n_pred": 1, + "n_ref": 12 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8306106052490627, + "FN": 2306, + "FP": 224, + "IoU": 0.710294286041452, + "TN": 1042659, + "TP": 6203, + "n_pred": 6427, + "n_ref": 8509 + }, + "14": { + "Dice": 0.930981941309255, + "FN": 1514, + "FP": 932, + "IoU": 0.8708757852504883, + "TN": 1032449, + "TP": 16497, + "n_pred": 17429, + "n_ref": 18011 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9293983863107164, + "FN": 5621, + "FP": 7417, + "IoU": 0.8681085236813887, + "TN": 952538, + "TP": 85816, + "n_pred": 93233, + "n_ref": 91437 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2422, + "IoU": 0.0, + "TN": 1048970, + "TP": 0, + "n_pred": 2422, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9881515447884434, + "FN": 1433, + "FP": 784, + "IoU": 0.976580573601648, + "TN": 956727, + "TP": 92448, + "n_pred": 93232, + "n_ref": 93881 + }, + "7": { + "Dice": 0.8915449313855688, + "FN": 13, + "FP": 232, + "IoU": 0.8043130990415336, + "TN": 1050140, + "TP": 1007, + "n_pred": 1239, + "n_ref": 1020 + }, + "8": { + "Dice": 0.8070711821887739, + "FN": 912, + "FP": 4010, + "IoU": 0.6765459683248998, + "TN": 1036175, + "TP": 10295, + "n_pred": 14305, + "n_ref": 11207 + }, + "9": { + "Dice": 0.7639142137709473, + "FN": 724, + "FP": 1995, + "IoU": 0.6180106771565046, + "TN": 1044274, + "TP": 4399, + "n_pred": 6394, + "n_ref": 5123 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0038.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0038.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9632214280068204, + "FN": 1615, + "FP": 1642, + "IoU": 0.9290522142592633, + "TN": 830253, + "TP": 42650, + "n_pred": 44292, + "n_ref": 44265 + }, + "10": { + "Dice": 0.8690763052208835, + "FN": 175, + "FP": 151, + "IoU": 0.7684659090909091, + "TN": 874752, + "TP": 1082, + "n_pred": 1233, + "n_ref": 1257 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.18385650224215247, + "FN": 364, + "FP": 0, + "IoU": 0.10123456790123457, + "TN": 875755, + "TP": 41, + "n_pred": 41, + "n_ref": 405 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9528170416086005, + "FN": 414, + "FP": 1008, + "IoU": 0.9098859315589354, + "TN": 860380, + "TP": 14358, + "n_pred": 15366, + "n_ref": 14772 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9494441432875081, + "FN": 2937, + "FP": 2752, + "IoU": 0.9037540814427583, + "TN": 817051, + "TP": 53420, + "n_pred": 56172, + "n_ref": 56357 + }, + "7": { + "Dice": 0.9248982611912689, + "FN": 2052, + "FP": 2211, + "IoU": 0.8602890571231934, + "TN": 845647, + "TP": 26250, + "n_pred": 28461, + "n_ref": 28302 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0094.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0094.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7952318064919719, + "FN": 4178, + "FP": 1714, + "IoU": 0.660070385968961, + "TN": 1034059, + "TP": 11441, + "n_pred": 13155, + "n_ref": 15619 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 10, + "IoU": 0.0, + "TN": 1051382, + "TP": 0, + "n_pred": 10, + "n_ref": 0 + }, + "13": { + "Dice": 0.40949898638864757, + "FN": 3090, + "FP": 3027, + "IoU": 0.2574654042243263, + "TN": 1043154, + "TP": 2121, + "n_pred": 5148, + "n_ref": 5211 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7762336596744608, + "FN": 1364, + "FP": 50725, + "IoU": 0.6342989131961021, + "TN": 908956, + "TP": 90347, + "n_pred": 141072, + "n_ref": 91711 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 22, + "IoU": 0.0, + "TN": 1051370, + "TP": 0, + "n_pred": 22, + "n_ref": 0 + }, + "4": { + "Dice": 0.1130514705882353, + "FN": 1930, + "FP": 0, + "IoU": 0.059912323429128105, + "TN": 1049339, + "TP": 123, + "n_pred": 123, + "n_ref": 2053 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.979937526678821, + "FN": 2384, + "FP": 2645, + "IoU": 0.9606642262686941, + "TN": 923544, + "TP": 122819, + "n_pred": 125464, + "n_ref": 125203 + }, + "7": { + "Dice": 0.9761450144182392, + "FN": 4918, + "FP": 1791, + "IoU": 0.9534016322278174, + "TN": 907417, + "TP": 137266, + "n_pred": 139057, + "n_ref": 142184 + }, + "8": { + "Dice": 0.8347826086956521, + "FN": 1, + "FP": 37, + "IoU": 0.7164179104477612, + "TN": 1051258, + "TP": 96, + "n_pred": 133, + "n_ref": 97 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0103.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0103.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8555223880597015, + "FN": 961, + "FP": 7, + "IoU": 0.7475221700573813, + "TN": 1047558, + "TP": 2866, + "n_pred": 2873, + "n_ref": 3827 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9729723833245459, + "FN": 1612, + "FP": 5821, + "IoU": 0.9473673030079873, + "TN": 910168, + "TP": 133791, + "n_pred": 139612, + "n_ref": 135403 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8766883116883117, + "FN": 928, + "FP": 2870, + "IoU": 0.7804497369790161, + "TN": 1034093, + "TP": 13501, + "n_pred": 16371, + "n_ref": 14429 + }, + "7": { + "Dice": 0.9916993251088665, + "FN": 1735, + "FP": 2876, + "IoU": 0.983535318188635, + "TN": 771338, + "TP": 275443, + "n_pred": 278319, + "n_ref": 277178 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0104.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0104.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7030716723549488, + "FN": 28, + "FP": 407, + "IoU": 0.5421052631578948, + "TN": 875210, + "TP": 515, + "n_pred": 922, + "n_ref": 543 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 26, + "IoU": 0.0, + "TN": 876134, + "TP": 0, + "n_pred": 26, + "n_ref": 0 + }, + "11": { + "Dice": 0.6511210762331838, + "FN": 271, + "FP": 118, + "IoU": 0.48271276595744683, + "TN": 875408, + "TP": 363, + "n_pred": 481, + "n_ref": 634 + }, + "12": { + "Dice": 0.6341463414634146, + "FN": 197, + "FP": 13, + "IoU": 0.4642857142857143, + "TN": 875768, + "TP": 182, + "n_pred": 195, + "n_ref": 379 + }, + "13": { + "Dice": 0.6833333333333333, + "FN": 87, + "FP": 27, + "IoU": 0.5189873417721519, + "TN": 875923, + "TP": 123, + "n_pred": 150, + "n_ref": 210 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9744525547445255, + "FN": 0, + "FP": 14, + "IoU": 0.9501779359430605, + "TN": 875879, + "TP": 267, + "n_pred": 281, + "n_ref": 267 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8400469299960892, + "FN": 2302, + "FP": 561, + "IoU": 0.7242076871207013, + "TN": 865779, + "TP": 7518, + "n_pred": 8079, + "n_ref": 9820 + }, + "6": { + "Dice": 0.9718337055257988, + "FN": 2480, + "FP": 4230, + "IoU": 0.9452106247295234, + "TN": 753691, + "TP": 115759, + "n_pred": 119989, + "n_ref": 118239 + }, + "7": { + "Dice": 0.9021900519673348, + "FN": 573, + "FP": 481, + "IoU": 0.8218089602704988, + "TN": 870245, + "TP": 4861, + "n_pred": 5342, + "n_ref": 5434 + }, + "8": { + "Dice": 0.9733768968641916, + "FN": 1882, + "FP": 2290, + "IoU": 0.9481346113203795, + "TN": 795721, + "TP": 76267, + "n_pred": 78557, + "n_ref": 78149 + }, + "9": { + "Dice": 0.893058690744921, + "FN": 2068, + "FP": 1722, + "IoU": 0.8067805251083354, + "TN": 856545, + "TP": 15825, + "n_pred": 17547, + "n_ref": 17893 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0105.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0105.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8988821934992496, + "FN": 3856, + "FP": 5172, + "IoU": 0.8163360797477367, + "TN": 1177469, + "TP": 40127, + "n_pred": 45299, + "n_ref": 43983 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5856605730584727, + "FN": 12624, + "FP": 3355, + "IoU": 0.41408770900557346, + "TN": 1199352, + "TP": 11293, + "n_pred": 14648, + "n_ref": 23917 + }, + "14": { + "Dice": 0.8038433471174896, + "FN": 1554, + "FP": 6510, + "IoU": 0.6720218001382845, + "TN": 1202037, + "TP": 16523, + "n_pred": 23033, + "n_ref": 18077 + }, + "15": { + "Dice": 0.17314371049524208, + "FN": 93866, + "FP": 1368, + "IoU": 0.09477686421748016, + "TN": 1121419, + "TP": 9971, + "n_pred": 11339, + "n_ref": 103837 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9187812086008357, + "FN": 1976, + "FP": 1212, + "IoU": 0.8497643732327993, + "TN": 1205404, + "TP": 18032, + "n_pred": 19244, + "n_ref": 20008 + }, + "5": { + "Dice": 0.6025070764253943, + "FN": 3375, + "FP": 557, + "IoU": 0.43113425925925924, + "TN": 1219712, + "TP": 2980, + "n_pred": 3537, + "n_ref": 6355 + }, + "6": { + "Dice": 0.9473948903641118, + "FN": 8215, + "FP": 4337, + "IoU": 0.9000477783086479, + "TN": 1101044, + "TP": 113028, + "n_pred": 117365, + "n_ref": 121243 + }, + "7": { + "Dice": 0.8781640744129308, + "FN": 4643, + "FP": 3347, + "IoU": 0.7827918988718228, + "TN": 1189839, + "TP": 28795, + "n_pred": 32142, + "n_ref": 33438 + }, + "8": { + "Dice": 0.9735113260104062, + "FN": 424, + "FP": 584, + "IoU": 0.9483897393886642, + "TN": 1207093, + "TP": 18523, + "n_pred": 19107, + "n_ref": 18947 + }, + "9": { + "Dice": 0.7537662995315862, + "FN": 1116, + "FP": 2774, + "IoU": 0.6048354327509142, + "TN": 1216780, + "TP": 5954, + "n_pred": 8728, + "n_ref": 7070 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0116.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0116.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9129872780461256, + "FN": 520, + "FP": 759, + "IoU": 0.8399048691951433, + "TN": 1218635, + "TP": 6710, + "n_pred": 7469, + "n_ref": 7230 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7669737291026953, + "FN": 1807, + "FP": 242, + "IoU": 0.6220254565578307, + "TN": 1221203, + "TP": 3372, + "n_pred": 3614, + "n_ref": 5179 + }, + "13": { + "Dice": 0.8645499935987709, + "FN": 2042, + "FP": 74, + "IoU": 0.7614161686774157, + "TN": 1217755, + "TP": 6753, + "n_pred": 6827, + "n_ref": 8795 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9807419420231097, + "FN": 82, + "FP": 108, + "IoU": 0.9622116149562451, + "TN": 1221596, + "TP": 4838, + "n_pred": 4946, + "n_ref": 4920 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9437877809730618, + "FN": 2711, + "FP": 2078, + "IoU": 0.8935588549075392, + "TN": 1181632, + "TP": 40203, + "n_pred": 42281, + "n_ref": 42914 + }, + "7": { + "Dice": 0.7036759564479073, + "FN": 543, + "FP": 23189, + "IoU": 0.5428241186669235, + "TN": 1174714, + "TP": 28178, + "n_pred": 51367, + "n_ref": 28721 + }, + "8": { + "Dice": 0.793476302036403, + "FN": 527, + "FP": 10933, + "IoU": 0.6576549663928305, + "TN": 1193149, + "TP": 22015, + "n_pred": 32948, + "n_ref": 22542 + }, + "9": { + "Dice": 0.8495468277945619, + "FN": 1593, + "FP": 150, + "IoU": 0.7384453781512605, + "TN": 1219960, + "TP": 4921, + "n_pred": 5071, + "n_ref": 6514 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0131.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0131.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8489729989304345, + "FN": 4107, + "FP": 2812, + "IoU": 0.7375786998407039, + "TN": 849794, + "TP": 19447, + "n_pred": 22259, + "n_ref": 23554 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 75, + "FP": 0, + "IoU": 0.0, + "TN": 876085, + "TP": 0, + "n_pred": 0, + "n_ref": 75 + }, + "13": { + "Dice": 0.45254648342764753, + "FN": 5305, + "FP": 1467, + "IoU": 0.2924459304147947, + "TN": 866589, + "TP": 2799, + "n_pred": 4266, + "n_ref": 8104 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 2298, + "IoU": 0.0, + "TN": 873862, + "TP": 0, + "n_pred": 2298, + "n_ref": 0 + }, + "15": { + "Dice": 0.901057280942271, + "FN": 11512, + "FP": 7036, + "IoU": 0.8199310713072181, + "TN": 773155, + "TP": 84457, + "n_pred": 91493, + "n_ref": 95969 + }, + "2": { + "Dice": 0.9545944452121045, + "FN": 2940, + "FP": 3632, + "IoU": 0.913133128899228, + "TN": 800504, + "TP": 69084, + "n_pred": 72716, + "n_ref": 72024 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.7582829155862864, + "FN": 826, + "FP": 13, + "IoU": 0.6106728538283063, + "TN": 874005, + "TP": 1316, + "n_pred": 1329, + "n_ref": 2142 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9559141263585278, + "FN": 14878, + "FP": 4037, + "IoU": 0.91555124965399, + "TN": 652178, + "TP": 205067, + "n_pred": 209104, + "n_ref": 219945 + }, + "7": { + "Dice": 0.44068445920061294, + "FN": 3957, + "FP": 4803, + "IoU": 0.28261403652444517, + "TN": 863949, + "TP": 3451, + "n_pred": 8254, + "n_ref": 7408 + }, + "8": { + "Dice": 0.8550333664631549, + "FN": 37, + "FP": 984, + "IoU": 0.7467757936507936, + "TN": 872128, + "TP": 3011, + "n_pred": 3995, + "n_ref": 3048 + }, + "9": { + "Dice": 0.9223845461469223, + "FN": 1034, + "FP": 87, + "IoU": 0.8559496273451555, + "TN": 868378, + "TP": 6661, + "n_pred": 6748, + "n_ref": 7695 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0133.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0133.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5749172906146613, + "FN": 19165, + "FP": 365, + "IoU": 0.4034273146592541, + "TN": 843423, + "TP": 13207, + "n_pred": 13572, + "n_ref": 32372 + }, + "10": { + "Dice": 0.6222634745871207, + "FN": 22225, + "FP": 1379, + "IoU": 0.45165636760674627, + "TN": 833114, + "TP": 19442, + "n_pred": 20821, + "n_ref": 41667 + }, + "11": { + "Dice": 0.0, + "FN": 417, + "FP": 77, + "IoU": 0.0, + "TN": 875666, + "TP": 0, + "n_pred": 77, + "n_ref": 417 + }, + "12": { + "Dice": 0.0, + "FN": 16, + "FP": 30, + "IoU": 0.0, + "TN": 876114, + "TP": 0, + "n_pred": 30, + "n_ref": 16 + }, + "13": { + "Dice": 0.0246689642662797, + "FN": 4949, + "FP": 428, + "IoU": 0.01248852157943067, + "TN": 870715, + "TP": 68, + "n_pred": 496, + "n_ref": 5017 + }, + "14": { + "Dice": 0.6498241795043537, + "FN": 1588, + "FP": 15142, + "IoU": 0.4812885623042818, + "TN": 843907, + "TP": 15523, + "n_pred": 30665, + "n_ref": 17111 + }, + "15": { + "Dice": 0.62474758806372, + "FN": 6681, + "FP": 9, + "IoU": 0.45427848927318704, + "TN": 863901, + "TP": 5569, + "n_pred": 5578, + "n_ref": 12250 + }, + "2": { + "Dice": 0.9467992379759388, + "FN": 5788, + "FP": 4405, + "IoU": 0.8989731797728309, + "TN": 775266, + "TP": 90701, + "n_pred": 95106, + "n_ref": 96489 + }, + "3": { + "Dice": 0.9556906432901111, + "FN": 3018, + "FP": 2077, + "IoU": 0.915141320097933, + "TN": 816119, + "TP": 54946, + "n_pred": 57023, + "n_ref": 57964 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 71, + "IoU": 0.0, + "TN": 876089, + "TP": 0, + "n_pred": 71, + "n_ref": 0 + }, + "6": { + "Dice": 0.9003981610705196, + "FN": 3452, + "FP": 6254, + "IoU": 0.818840173955242, + "TN": 822583, + "TP": 43871, + "n_pred": 50125, + "n_ref": 47323 + }, + "7": { + "Dice": 0.7545210221837562, + "FN": 11428, + "FP": 4739, + "IoU": 0.6058079145636749, + "TN": 835147, + "TP": 24846, + "n_pred": 29585, + "n_ref": 36274 + }, + "8": { + "Dice": 0.9392093087177608, + "FN": 981, + "FP": 346, + "IoU": 0.8853860770426671, + "TN": 864582, + "TP": 10251, + "n_pred": 10597, + "n_ref": 11232 + }, + "9": { + "Dice": 0.45471014492753625, + "FN": 169, + "FP": 433, + "IoU": 0.29425556858147717, + "TN": 875307, + "TP": 251, + "n_pred": 684, + "n_ref": 420 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0156.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0156.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.972041473006793, + "FN": 220, + "FP": 171, + "IoU": 0.9456037840845855, + "TN": 1044204, + "TP": 6797, + "n_pred": 6968, + "n_ref": 7017 + }, + "10": { + "Dice": 0.8084124791752695, + "FN": 7871, + "FP": 5584, + "IoU": 0.6784331532909517, + "TN": 1009550, + "TP": 28387, + "n_pred": 33971, + "n_ref": 36258 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7566848869847835, + "FN": 1381, + "FP": 266, + "IoU": 0.6086026615969582, + "TN": 1047184, + "TP": 2561, + "n_pred": 2827, + "n_ref": 3942 + }, + "13": { + "Dice": 0.8088944609866096, + "FN": 8117, + "FP": 2858, + "IoU": 0.679112332612128, + "TN": 1017190, + "TP": 23227, + "n_pred": 26085, + "n_ref": 31344 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 2772, + "IoU": 0.0, + "TN": 1048620, + "TP": 0, + "n_pred": 2772, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 22550, + "IoU": 0.0, + "TN": 1028842, + "TP": 0, + "n_pred": 22550, + "n_ref": 0 + }, + "2": { + "Dice": 0.9740658282688489, + "FN": 171, + "FP": 260, + "IoU": 0.9494428152492669, + "TN": 1042867, + "TP": 8094, + "n_pred": 8354, + "n_ref": 8265 + }, + "3": { + "Dice": 0.9738638115391622, + "FN": 832, + "FP": 1033, + "IoU": 0.9490590259757996, + "TN": 1014781, + "TP": 34746, + "n_pred": 35779, + "n_ref": 35578 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 82, + "FP": 0, + "IoU": 0.0, + "TN": 1051310, + "TP": 0, + "n_pred": 0, + "n_ref": 82 + }, + "6": { + "Dice": 0.9640597014925373, + "FN": 3798, + "FP": 1921, + "IoU": 0.9306131857999078, + "TN": 968970, + "TP": 76703, + "n_pred": 78624, + "n_ref": 80501 + }, + "7": { + "Dice": 0.7652632561613144, + "FN": 7130, + "FP": 12986, + "IoU": 0.6197784750311874, + "TN": 998486, + "TP": 32790, + "n_pred": 45776, + "n_ref": 39920 + }, + "8": { + "Dice": 0.9698532783127006, + "FN": 918, + "FP": 134, + "IoU": 0.9414710136864359, + "TN": 1033418, + "TP": 16922, + "n_pred": 17056, + "n_ref": 17840 + }, + "9": { + "Dice": 0.960355821816779, + "FN": 459, + "FP": 1288, + "IoU": 0.9237351028070022, + "TN": 1028485, + "TP": 21160, + "n_pred": 22448, + "n_ref": 21619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0158.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0158.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9132410514541387, + "FN": 2047, + "FP": 435, + "IoU": 0.8403345127050499, + "TN": 1386311, + "TP": 13063, + "n_pred": 13498, + "n_ref": 15110 + }, + "10": { + "Dice": 0.7646806261972389, + "FN": 12424, + "FP": 1826, + "IoU": 0.619014517552068, + "TN": 1364453, + "TP": 23153, + "n_pred": 24979, + "n_ref": 35577 + }, + "11": { + "Dice": 0.6359130766298132, + "FN": 264, + "FP": 691, + "IoU": 0.46618222470653997, + "TN": 1400067, + "TP": 834, + "n_pred": 1525, + "n_ref": 1098 + }, + "12": { + "Dice": 0.0, + "FN": 128, + "FP": 91, + "IoU": 0.0, + "TN": 1401637, + "TP": 0, + "n_pred": 91, + "n_ref": 128 + }, + "13": { + "Dice": 0.6161891768985903, + "FN": 5782, + "FP": 9410, + "IoU": 0.44528425895497864, + "TN": 1374469, + "TP": 12195, + "n_pred": 21605, + "n_ref": 17977 + }, + "14": { + "Dice": 0.7934985198991339, + "FN": 5708, + "FP": 1826, + "IoU": 0.6576854922986051, + "TN": 1379847, + "TP": 14475, + "n_pred": 16301, + "n_ref": 20183 + }, + "15": { + "Dice": 0.40457627624936526, + "FN": 52074, + "FP": 7725, + "IoU": 0.25358547088560196, + "TN": 1321741, + "TP": 20316, + "n_pred": 28041, + "n_ref": 72390 + }, + "2": { + "Dice": 0.9385994322626791, + "FN": 731, + "FP": 2016, + "IoU": 0.884302741860759, + "TN": 1378113, + "TP": 20996, + "n_pred": 23012, + "n_ref": 21727 + }, + "3": { + "Dice": 0.9584144721276867, + "FN": 1043, + "FP": 1242, + "IoU": 0.9201495666759855, + "TN": 1373240, + "TP": 26331, + "n_pred": 27573, + "n_ref": 27374 + }, + "4": { + "Dice": 0.5506709506709506, + "FN": 3144, + "FP": 8743, + "IoU": 0.37994888112252884, + "TN": 1382685, + "TP": 7284, + "n_pred": 16027, + "n_ref": 10428 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9497254559316081, + "FN": 15710, + "FP": 7766, + "IoU": 0.9042639958240898, + "TN": 1156640, + "TP": 221740, + "n_pred": 229506, + "n_ref": 237450 + }, + "7": { + "Dice": 0.8362269063749967, + "FN": 6643, + "FP": 12478, + "IoU": 0.7185480665911065, + "TN": 1333919, + "TP": 48816, + "n_pred": 61294, + "n_ref": 55459 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9271341837650013, + "FN": 2718, + "FP": 4999, + "IoU": 0.8641660212631135, + "TN": 1345044, + "TP": 49095, + "n_pred": 54094, + "n_ref": 51813 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0160.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0160.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9760006315623273, + "FN": 408, + "FP": 200, + "IoU": 0.9531262046102845, + "TN": 687957, + "TP": 12363, + "n_pred": 12563, + "n_ref": 12771 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 700926, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9730629140752615, + "FN": 2950, + "FP": 2360, + "IoU": 0.9475389752810764, + "TN": 599710, + "TP": 95908, + "n_pred": 98268, + "n_ref": 98858 + }, + "15": { + "Dice": 0.37660818713450295, + "FN": 1146, + "FP": 2585, + "IoU": 0.23198847262247838, + "TN": 696070, + "TP": 1127, + "n_pred": 3712, + "n_ref": 2273 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8798751950078003, + "FN": 45, + "FP": 109, + "IoU": 0.7855153203342619, + "TN": 700210, + "TP": 564, + "n_pred": 673, + "n_ref": 609 + }, + "7": { + "Dice": 0.9657083794488095, + "FN": 1705, + "FP": 2044, + "IoU": 0.9336906151614843, + "TN": 644390, + "TP": 52789, + "n_pred": 54833, + "n_ref": 54494 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0161.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0161.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 13209, + "IoU": 0.0, + "TN": 2264807, + "TP": 0, + "n_pred": 13209, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 2169, + "FP": 0, + "IoU": 0.0, + "TN": 2275847, + "TP": 0, + "n_pred": 0, + "n_ref": 2169 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.2836080447603206, + "FN": 11654, + "FP": 7296, + "IoU": 0.16523501167349455, + "TN": 2255315, + "TP": 3751, + "n_pred": 11047, + "n_ref": 15405 + }, + "14": { + "Dice": 0.0, + "FN": 38, + "FP": 92959, + "IoU": 0.0, + "TN": 2185019, + "TP": 0, + "n_pred": 92959, + "n_ref": 38 + }, + "15": { + "Dice": 0.17607628398791542, + "FN": 4560, + "FP": 65256, + "IoU": 0.09653708784098555, + "TN": 2200740, + "TP": 7460, + "n_pred": 72716, + "n_ref": 12020 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.7314006049689019, + "FN": 6535, + "FP": 9271, + "IoU": 0.5765418207147832, + "TN": 2240690, + "TP": 21520, + "n_pred": 30791, + "n_ref": 28055 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8223160027008778, + "FN": 19355, + "FP": 64853, + "IoU": 0.698248430467563, + "TN": 1998952, + "TP": 194856, + "n_pred": 259709, + "n_ref": 214211 + }, + "7": { + "Dice": 0.6416388774759453, + "FN": 9698, + "FP": 27807, + "IoU": 0.47236251600287, + "TN": 2206935, + "TP": 33576, + "n_pred": 61383, + "n_ref": 43274 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 32, + "FP": 0, + "IoU": 0.0, + "TN": 2277984, + "TP": 0, + "n_pred": 0, + "n_ref": 32 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0171.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0171.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8214067278287461, + "FN": 583, + "FP": 5257, + "IoU": 0.6969382459782044, + "TN": 1382586, + "TP": 13430, + "n_pred": 18687, + "n_ref": 14013 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.4280754305943223, + "FN": 7695, + "FP": 706, + "IoU": 0.272325682113469, + "TN": 1390311, + "TP": 3144, + "n_pred": 3850, + "n_ref": 10839 + }, + "14": { + "Dice": 0.5176633009393357, + "FN": 35636, + "FP": 0, + "IoU": 0.34922113259920745, + "TN": 1347097, + "TP": 19123, + "n_pred": 19123, + "n_ref": 54759 + }, + "15": { + "Dice": 0.9053244508583222, + "FN": 6772, + "FP": 4512, + "IoU": 0.8270253698168162, + "TN": 1336621, + "TP": 53951, + "n_pred": 58463, + "n_ref": 60723 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.6719745222929936, + "FN": 386, + "FP": 26, + "IoU": 0.5059952038369304, + "TN": 1401022, + "TP": 422, + "n_pred": 448, + "n_ref": 808 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9505714030420123, + "FN": 48818, + "FP": 5394, + "IoU": 0.9057990279638501, + "TN": 826363, + "TP": 521281, + "n_pred": 526675, + "n_ref": 570099 + }, + "7": { + "Dice": 0.46728426751295093, + "FN": 6022, + "FP": 39636, + "IoU": 0.3048734071220864, + "TN": 1336173, + "TP": 20025, + "n_pred": 59661, + "n_ref": 26047 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 2737, + "IoU": 0.0, + "TN": 1399119, + "TP": 0, + "n_pred": 2737, + "n_ref": 0 + }, + "9": { + "Dice": 0.9403758911211925, + "FN": 99, + "FP": 85, + "IoU": 0.8874617737003058, + "TN": 1400221, + "TP": 1451, + "n_pred": 1536, + "n_ref": 1550 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0193.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0193.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8222212416714468, + "FN": 314, + "FP": 3715, + "IoU": 0.6981117937958939, + "TN": 2439902, + "TP": 9317, + "n_pred": 13032, + "n_ref": 9631 + }, + "11": { + "Dice": 0.7748220307231173, + "FN": 253, + "FP": 348, + "IoU": 0.6324159021406728, + "TN": 2451613, + "TP": 1034, + "n_pred": 1382, + "n_ref": 1287 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6588290206832171, + "FN": 9134, + "FP": 2561, + "IoU": 0.4912341758385174, + "TN": 2430261, + "TP": 11292, + "n_pred": 13853, + "n_ref": 20426 + }, + "14": { + "Dice": 0.028232189973614777, + "FN": 0, + "FP": 14732, + "IoU": 0.014318212230697177, + "TN": 2438302, + "TP": 214, + "n_pred": 14946, + "n_ref": 214 + }, + "15": { + "Dice": 0.2418348432237684, + "FN": 14842, + "FP": 43238, + "IoU": 0.13754955971667435, + "TN": 2385905, + "TP": 9263, + "n_pred": 52501, + "n_ref": 24105 + }, + "2": { + "Dice": 0.028544243577545196, + "FN": 0, + "FP": 1021, + "IoU": 0.01447876447876448, + "TN": 2452212, + "TP": 15, + "n_pred": 1036, + "n_ref": 15 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.7485030852441533, + "FN": 13375, + "FP": 3132, + "IoU": 0.598086240899905, + "TN": 2412177, + "TP": 24564, + "n_pred": 27696, + "n_ref": 37939 + }, + "5": { + "Dice": 0.718180533973725, + "FN": 3701, + "FP": 289, + "IoU": 0.5602821247520388, + "TN": 2444174, + "TP": 5084, + "n_pred": 5373, + "n_ref": 8785 + }, + "6": { + "Dice": 0.644851551090258, + "FN": 467362, + "FP": 8294, + "IoU": 0.4758530710115638, + "TN": 1545762, + "TP": 431830, + "n_pred": 440124, + "n_ref": 899192 + }, + "7": { + "Dice": 0.010040788667787378, + "FN": 432, + "FP": 303434, + "IoU": 0.005045725867449011, + "TN": 2147841, + "TP": 1541, + "n_pred": 304975, + "n_ref": 1973 + }, + "8": { + "Dice": 0.9434585224927775, + "FN": 405, + "FP": 6, + "IoU": 0.89296875, + "TN": 2449408, + "TP": 3429, + "n_pred": 3435, + "n_ref": 3834 + }, + "9": { + "Dice": 0.821087765843639, + "FN": 495, + "FP": 3686, + "IoU": 0.6964791288566243, + "TN": 2439473, + "TP": 9594, + "n_pred": 13280, + "n_ref": 10089 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0197.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0197.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9768955608983757, + "FN": 1048, + "FP": 1316, + "IoU": 0.9548346420588066, + "TN": 2576139, + "TP": 49977, + "n_pred": 51293, + "n_ref": 51025 + }, + "10": { + "Dice": 0.9023100256669518, + "FN": 489, + "FP": 2023, + "IoU": 0.822008077658896, + "TN": 2614367, + "TP": 11601, + "n_pred": 13624, + "n_ref": 12090 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.6785194090583312, + "FN": 6453, + "FP": 7452, + "IoU": 0.5134539347073026, + "TN": 2599901, + "TP": 14674, + "n_pred": 22126, + "n_ref": 21127 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 10, + "IoU": 0.0, + "TN": 2628470, + "TP": 0, + "n_pred": 10, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6888157666862942, + "FN": 1671, + "FP": 43250, + "IoU": 0.5253386588896638, + "TN": 2533842, + "TP": 49717, + "n_pred": 92967, + "n_ref": 51388 + }, + "7": { + "Dice": 0.946431714914776, + "FN": 3725, + "FP": 17272, + "IoU": 0.898310748636685, + "TN": 2421998, + "TP": 185485, + "n_pred": 202757, + "n_ref": 189210 + }, + "8": { + "Dice": 0.6946107784431138, + "FN": 156, + "FP": 354, + "IoU": 0.5321100917431193, + "TN": 2627390, + "TP": 580, + "n_pred": 934, + "n_ref": 736 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 18, + "IoU": 0.0, + "TN": 2628462, + "TP": 0, + "n_pred": 18, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0242.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0242.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9602491842183328, + "FN": 141, + "FP": 127, + "IoU": 0.9235378031383737, + "TN": 872655, + "TP": 3237, + "n_pred": 3364, + "n_ref": 3378 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.7401473886574815, + "FN": 870, + "FP": 752, + "IoU": 0.5874872838250255, + "TN": 872228, + "TP": 2310, + "n_pred": 3062, + "n_ref": 3180 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 39, + "IoU": 0.0, + "TN": 876121, + "TP": 0, + "n_pred": 39, + "n_ref": 0 + }, + "13": { + "Dice": 0.8927038626609443, + "FN": 28, + "FP": 72, + "IoU": 0.8062015503875969, + "TN": 875644, + "TP": 416, + "n_pred": 488, + "n_ref": 444 + }, + "14": { + "Dice": 0.9836400648770316, + "FN": 1699, + "FP": 2255, + "IoU": 0.9678068082819713, + "TN": 753339, + "TP": 118867, + "n_pred": 121122, + "n_ref": 120566 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9202780049059689, + "FN": 207, + "FP": 2913, + "IoU": 0.8523286633850814, + "TN": 855032, + "TP": 18008, + "n_pred": 20921, + "n_ref": 18215 + }, + "3": { + "Dice": 0.9657323324249073, + "FN": 2038, + "FP": 1445, + "IoU": 0.9337353981964157, + "TN": 823598, + "TP": 49079, + "n_pred": 50524, + "n_ref": 51117 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9799040355133882, + "FN": 1230, + "FP": 617, + "IoU": 0.960599854942617, + "TN": 829282, + "TP": 45031, + "n_pred": 45648, + "n_ref": 46261 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1001, + "IoU": 0.0, + "TN": 875159, + "TP": 0, + "n_pred": 1001, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9706724407554432, + "FN": 645, + "FP": 574, + "IoU": 0.9430160807778609, + "TN": 854768, + "TP": 20173, + "n_pred": 20747, + "n_ref": 20818 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0248.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0248.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 1051386, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "10": { + "Dice": 0.8705882352941177, + "FN": 2901, + "FP": 1345, + "IoU": 0.7708333333333334, + "TN": 1032864, + "TP": 14282, + "n_pred": 15627, + "n_ref": 17183 + }, + "11": { + "Dice": 0.764505119453925, + "FN": 131, + "FP": 7, + "IoU": 0.6187845303867403, + "TN": 1051030, + "TP": 224, + "n_pred": 231, + "n_ref": 355 + }, + "12": { + "Dice": 0.6120218579234973, + "FN": 135, + "FP": 149, + "IoU": 0.4409448818897638, + "TN": 1050884, + "TP": 224, + "n_pred": 373, + "n_ref": 359 + }, + "13": { + "Dice": 0.12307692307692308, + "FN": 160, + "FP": 3545, + "IoU": 0.06557377049180328, + "TN": 1047427, + "TP": 260, + "n_pred": 3805, + "n_ref": 420 + }, + "14": { + "Dice": 0.5026039075198195, + "FN": 3864, + "FP": 11131, + "IoU": 0.3356519427584068, + "TN": 1028821, + "TP": 7576, + "n_pred": 18707, + "n_ref": 11440 + }, + "15": { + "Dice": 0.7396320515990551, + "FN": 45756, + "FP": 3735, + "IoU": 0.5868381947806922, + "TN": 931606, + "TP": 70295, + "n_pred": 74030, + "n_ref": 116051 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9516215422361214, + "FN": 2470, + "FP": 3130, + "IoU": 0.9077080277535146, + "TN": 990715, + "TP": 55077, + "n_pred": 58207, + "n_ref": 57547 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8333333333333334, + "FN": 323, + "FP": 463, + "IoU": 0.7142857142857143, + "TN": 1048641, + "TP": 1965, + "n_pred": 2428, + "n_ref": 2288 + }, + "6": { + "Dice": 0.9250012495626531, + "FN": 4640, + "FP": 1362, + "IoU": 0.860467278856213, + "TN": 1008377, + "TP": 37013, + "n_pred": 38375, + "n_ref": 41653 + }, + "7": { + "Dice": 0.9786756105951152, + "FN": 10464, + "FP": 1934, + "IoU": 0.9582416916190354, + "TN": 754493, + "TP": 284501, + "n_pred": 286435, + "n_ref": 294965 + }, + "8": { + "Dice": 0.9686588504432371, + "FN": 496, + "FP": 600, + "IoU": 0.9392225364609328, + "TN": 1033359, + "TP": 16937, + "n_pred": 17537, + "n_ref": 17433 + }, + "9": { + "Dice": 0.9289010425568279, + "FN": 456, + "FP": 2040, + "IoU": 0.8672411041965853, + "TN": 1032591, + "TP": 16305, + "n_pred": 18345, + "n_ref": 16761 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0259.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0259.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2454, + "IoU": 0.0, + "TN": 1399402, + "TP": 0, + "n_pred": 2454, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1187, + "IoU": 0.0, + "TN": 1400669, + "TP": 0, + "n_pred": 1187, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.07572115384615384, + "FN": 1536, + "FP": 2, + "IoU": 0.03935040599625234, + "TN": 1400255, + "TP": 63, + "n_pred": 65, + "n_ref": 1599 + }, + "14": { + "Dice": 0.4365873021481895, + "FN": 478308, + "FP": 26, + "IoU": 0.2792527544058439, + "TN": 738192, + "TP": 185330, + "n_pred": 185356, + "n_ref": 663638 + }, + "15": { + "Dice": 0.49307544376651585, + "FN": 71018, + "FP": 2262, + "IoU": 0.32720645617385397, + "TN": 1292937, + "TP": 35639, + "n_pred": 37901, + "n_ref": 106657 + }, + "2": { + "Dice": 0.9529359327797678, + "FN": 2348, + "FP": 503, + "IoU": 0.9101027937188624, + "TN": 1370142, + "TP": 28863, + "n_pred": 29366, + "n_ref": 31211 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 987, + "IoU": 0.0, + "TN": 1400869, + "TP": 0, + "n_pred": 987, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9640469037697451, + "FN": 351, + "FP": 391, + "IoU": 0.9305893358278765, + "TN": 1391166, + "TP": 9948, + "n_pred": 10339, + "n_ref": 10299 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 78902, + "IoU": 0.0, + "TN": 1322954, + "TP": 0, + "n_pred": 78902, + "n_ref": 0 + }, + "8": { + "Dice": 0.2553191489361702, + "FN": 12, + "FP": 23, + "IoU": 0.14634146341463414, + "TN": 1401815, + "TP": 6, + "n_pred": 29, + "n_ref": 18 + }, + "9": { + "Dice": 0.917818437102365, + "FN": 1331, + "FP": 542, + "IoU": 0.8481187155368148, + "TN": 1389524, + "TP": 10459, + "n_pred": 11001, + "n_ref": 11790 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0268.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0268.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9771114725502675, + "FN": 548, + "FP": 1394, + "IoU": 0.9552472692077246, + "TN": 1007998, + "TP": 41452, + "n_pred": 42846, + "n_ref": 42000 + }, + "10": { + "Dice": 0.7660547076605471, + "FN": 1423, + "FP": 1750, + "IoU": 0.6208173996175909, + "TN": 1043024, + "TP": 5195, + "n_pred": 6945, + "n_ref": 6618 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6160213299375223, + "FN": 17654, + "FP": 1644, + "IoU": 0.44510897693944446, + "TN": 1016614, + "TP": 15480, + "n_pred": 17124, + "n_ref": 33134 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9358221646353808, + "FN": 692, + "FP": 893, + "IoU": 0.8793851305075717, + "TN": 1038251, + "TP": 11556, + "n_pred": 12449, + "n_ref": 12248 + }, + "3": { + "Dice": 0.9677001295982455, + "FN": 100, + "FP": 548, + "IoU": 0.9374215354901014, + "TN": 1041037, + "TP": 9707, + "n_pred": 10255, + "n_ref": 9807 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 453, + "IoU": 0.0, + "TN": 1050939, + "TP": 0, + "n_pred": 453, + "n_ref": 0 + }, + "5": { + "Dice": 0.8517915309446255, + "FN": 241, + "FP": 123, + "IoU": 0.7418439716312056, + "TN": 1049982, + "TP": 1046, + "n_pred": 1169, + "n_ref": 1287 + }, + "6": { + "Dice": 0.9475114294161774, + "FN": 17706, + "FP": 3775, + "IoU": 0.9002581651699897, + "TN": 836026, + "TP": 193885, + "n_pred": 197660, + "n_ref": 211591 + }, + "7": { + "Dice": 0.856129794778124, + "FN": 493, + "FP": 846, + "IoU": 0.7484501221115912, + "TN": 1046069, + "TP": 3984, + "n_pred": 4830, + "n_ref": 4477 + }, + "8": { + "Dice": 0.9099828305126318, + "FN": 332, + "FP": 35, + "IoU": 0.8348334833483348, + "TN": 1049170, + "TP": 1855, + "n_pred": 1890, + "n_ref": 2187 + }, + "9": { + "Dice": 0.9250415725067156, + "FN": 987, + "FP": 2529, + "IoU": 0.8605370671532268, + "TN": 1026181, + "TP": 21695, + "n_pred": 24224, + "n_ref": 22682 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0279.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0279.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 164, + "IoU": 0.0, + "TN": 1401692, + "TP": 0, + "n_pred": 164, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 62, + "IoU": 0.0, + "TN": 1401794, + "TP": 0, + "n_pred": 62, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9694032262073422, + "FN": 564, + "FP": 667, + "IoU": 0.9406231912020065, + "TN": 1381124, + "TP": 19501, + "n_pred": 20168, + "n_ref": 20065 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 9, + "IoU": 0.0, + "TN": 1401847, + "TP": 0, + "n_pred": 9, + "n_ref": 0 + }, + "4": { + "Dice": 0.06904400606980274, + "FN": 4908, + "FP": 0, + "IoU": 0.03575638506876228, + "TN": 1396766, + "TP": 182, + "n_pred": 182, + "n_ref": 5090 + }, + "5": { + "Dice": 0.0, + "FN": 228, + "FP": 0, + "IoU": 0.0, + "TN": 1401628, + "TP": 0, + "n_pred": 0, + "n_ref": 228 + }, + "6": { + "Dice": 0.7209743812591634, + "FN": 362710, + "FP": 1359, + "IoU": 0.5636903363741389, + "TN": 567428, + "TP": 470359, + "n_pred": 471718, + "n_ref": 833069 + }, + "7": { + "Dice": 0.0, + "FN": 54, + "FP": 7894, + "IoU": 0.0, + "TN": 1393908, + "TP": 0, + "n_pred": 7894, + "n_ref": 54 + }, + "8": { + "Dice": 0.9239766081871345, + "FN": 6, + "FP": 20, + "IoU": 0.8586956521739131, + "TN": 1401672, + "TP": 158, + "n_pred": 178, + "n_ref": 164 + }, + "9": { + "Dice": 0.5739309634209171, + "FN": 404, + "FP": 7039, + "IoU": 0.4024566473988439, + "TN": 1389400, + "TP": 5013, + "n_pred": 12052, + "n_ref": 5417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0317.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0317.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9386774317570166, + "FN": 2559, + "FP": 3183, + "IoU": 0.8844412244158667, + "TN": 1877863, + "TP": 43947, + "n_pred": 47130, + "n_ref": 46506 + }, + "10": { + "Dice": 0.10817931419903397, + "FN": 16700, + "FP": 5641, + "IoU": 0.05718264686022957, + "TN": 1903856, + "TP": 1355, + "n_pred": 6996, + "n_ref": 18055 + }, + "11": { + "Dice": 0.0, + "FN": 113, + "FP": 47, + "IoU": 0.0, + "TN": 1927392, + "TP": 0, + "n_pred": 47, + "n_ref": 113 + }, + "12": { + "Dice": 0.31909901454716094, + "FN": 176, + "FP": 2726, + "IoU": 0.18983807928531546, + "TN": 1923970, + "TP": 680, + "n_pred": 3406, + "n_ref": 856 + }, + "13": { + "Dice": 0.026639779240076416, + "FN": 15495, + "FP": 2847, + "IoU": 0.01349970418974883, + "TN": 1908959, + "TP": 251, + "n_pred": 3098, + "n_ref": 15746 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7140454086689277, + "FN": 14807, + "FP": 48091, + "IoU": 0.5552648697570495, + "TN": 1786124, + "TP": 78530, + "n_pred": 126621, + "n_ref": 93337 + }, + "3": { + "Dice": 0.8061769656753922, + "FN": 168, + "FP": 7777, + "IoU": 0.6752901749223476, + "TN": 1903084, + "TP": 16523, + "n_pred": 24300, + "n_ref": 16691 + }, + "4": { + "Dice": 0.15927716976329856, + "FN": 33024, + "FP": 8, + "IoU": 0.08652968667901884, + "TN": 1891391, + "TP": 3129, + "n_pred": 3137, + "n_ref": 36153 + }, + "5": { + "Dice": 0.6975881261595547, + "FN": 104, + "FP": 59, + "IoU": 0.5356125356125356, + "TN": 1927201, + "TP": 188, + "n_pred": 247, + "n_ref": 292 + }, + "6": { + "Dice": 0.7228524006501492, + "FN": 253291, + "FP": 4525, + "IoU": 0.5659897109920005, + "TN": 1333520, + "TP": 336216, + "n_pred": 340741, + "n_ref": 589507 + }, + "7": { + "Dice": 0.5036227631171769, + "FN": 40021, + "FP": 6496, + "IoU": 0.3365613634742922, + "TN": 1857437, + "TP": 23598, + "n_pred": 30094, + "n_ref": 63619 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 75, + "IoU": 0.0, + "TN": 1927477, + "TP": 0, + "n_pred": 75, + "n_ref": 0 + }, + "9": { + "Dice": 0.6545191612436732, + "FN": 1927, + "FP": 2851, + "IoU": 0.48645743766122096, + "TN": 1918248, + "TP": 4526, + "n_pred": 7377, + "n_ref": 6453 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0330.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0330.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9225414956273424, + "FN": 101, + "FP": 767, + "IoU": 0.8562199768096737, + "TN": 1395819, + "TP": 5169, + "n_pred": 5936, + "n_ref": 5270 + }, + "10": { + "Dice": 0.7950506186726659, + "FN": 286, + "FP": 625, + "IoU": 0.6598207617625094, + "TN": 1399178, + "TP": 1767, + "n_pred": 2392, + "n_ref": 2053 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.35355648535564854, + "FN": 527, + "FP": 91, + "IoU": 0.21473951715374842, + "TN": 1401069, + "TP": 169, + "n_pred": 260, + "n_ref": 696 + }, + "13": { + "Dice": 0.1114012184508268, + "FN": 5094, + "FP": 11, + "IoU": 0.05898617511520737, + "TN": 1396431, + "TP": 320, + "n_pred": 331, + "n_ref": 5414 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7585934643130215, + "FN": 56389, + "FP": 1705, + "IoU": 0.6110757777614129, + "TN": 1252485, + "TP": 91277, + "n_pred": 92982, + "n_ref": 147666 + }, + "3": { + "Dice": 0.5237663577538405, + "FN": 93521, + "FP": 5247, + "IoU": 0.3547990932904802, + "TN": 1248775, + "TP": 54313, + "n_pred": 59560, + "n_ref": 147834 + }, + "4": { + "Dice": 0.5606986899563319, + "FN": 0, + "FP": 503, + "IoU": 0.3895631067961165, + "TN": 1401032, + "TP": 321, + "n_pred": 824, + "n_ref": 321 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9762714303704103, + "FN": 1879, + "FP": 759, + "IoU": 0.9536428496116403, + "TN": 1344950, + "TP": 54268, + "n_pred": 55027, + "n_ref": 56147 + }, + "7": { + "Dice": 0.9068068945369558, + "FN": 220, + "FP": 418, + "IoU": 0.8295029396044896, + "TN": 1398114, + "TP": 3104, + "n_pred": 3522, + "n_ref": 3324 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0351.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0351.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.932477307947753, + "FN": 1060, + "FP": 6870, + "IoU": 0.873496474491912, + "TN": 813474, + "TP": 54756, + "n_pred": 61626, + "n_ref": 55816 + }, + "10": { + "Dice": 0.8940952649379932, + "FN": 1705, + "FP": 1301, + "IoU": 0.8084740363172985, + "TN": 860465, + "TP": 12689, + "n_pred": 13990, + "n_ref": 14394 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 18, + "FP": 0, + "IoU": 0.0, + "TN": 876142, + "TP": 0, + "n_pred": 0, + "n_ref": 18 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9272652183099944, + "FN": 3790, + "FP": 11356, + "IoU": 0.8643937291276826, + "TN": 764469, + "TP": 96545, + "n_pred": 107901, + "n_ref": 100335 + }, + "3": { + "Dice": 0.9207598938295906, + "FN": 338, + "FP": 2319, + "IoU": 0.853155742234995, + "TN": 858066, + "TP": 15437, + "n_pred": 17756, + "n_ref": 15775 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9331008469148103, + "FN": 1041, + "FP": 839, + "IoU": 0.8745914215195784, + "TN": 861169, + "TP": 13111, + "n_pred": 13950, + "n_ref": 14152 + }, + "7": { + "Dice": 0.9614746834887741, + "FN": 2520, + "FP": 1871, + "IoU": 0.9258076507164098, + "TN": 816976, + "TP": 54793, + "n_pred": 56664, + "n_ref": 57313 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0358.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0358.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9030867855411302, + "FN": 2841, + "FP": 6154, + "IoU": 0.8232983007563108, + "TN": 650023, + "TP": 41910, + "n_pred": 48064, + "n_ref": 44751 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5449015527453177, + "FN": 10769, + "FP": 603, + "IoU": 0.3744774477447745, + "TN": 682748, + "TP": 6808, + "n_pred": 7411, + "n_ref": 17577 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8322360953461975, + "FN": 150, + "FP": 589, + "IoU": 0.7126749611197511, + "TN": 698356, + "TP": 1833, + "n_pred": 2422, + "n_ref": 1983 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.977375955225487, + "FN": 360, + "FP": 691, + "IoU": 0.9557529575211552, + "TN": 677175, + "TP": 22702, + "n_pred": 23393, + "n_ref": 23062 + }, + "7": { + "Dice": 0.8697302254973276, + "FN": 3145, + "FP": 5093, + "IoU": 0.7694890592646483, + "TN": 665190, + "TP": 27500, + "n_pred": 32593, + "n_ref": 30645 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0403.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0403.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.737978382565222, + "FN": 35908, + "FP": 1303, + "IoU": 0.5847589077477598, + "TN": 1837939, + "TP": 52402, + "n_pred": 53705, + "n_ref": 88310 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 146, + "FP": 0, + "IoU": 0.0, + "TN": 1927406, + "TP": 0, + "n_pred": 0, + "n_ref": 146 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 2069, + "IoU": 0.0, + "TN": 1925483, + "TP": 0, + "n_pred": 2069, + "n_ref": 0 + }, + "14": { + "Dice": 0.3171704607598194, + "FN": 253442, + "FP": 1278, + "IoU": 0.18847450283231065, + "TN": 1613674, + "TP": 59158, + "n_pred": 60436, + "n_ref": 312600 + }, + "15": { + "Dice": 0.29363373176254765, + "FN": 16630, + "FP": 32656, + "IoU": 0.17208130354443138, + "TN": 1868022, + "TP": 10244, + "n_pred": 42900, + "n_ref": 26874 + }, + "2": { + "Dice": 0.5150500488454078, + "FN": 67769, + "FP": 69241, + "IoU": 0.34684673947761085, + "TN": 1717785, + "TP": 72757, + "n_pred": 141998, + "n_ref": 140526 + }, + "3": { + "Dice": 0.46464152931206915, + "FN": 77766, + "FP": 62484, + "IoU": 0.30262739170213615, + "TN": 1726440, + "TP": 60862, + "n_pred": 123346, + "n_ref": 138628 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8806407942238267, + "FN": 4055, + "FP": 177, + "IoU": 0.7867365450514009, + "TN": 1907708, + "TP": 15612, + "n_pred": 15789, + "n_ref": 19667 + }, + "7": { + "Dice": 0.9288535319341007, + "FN": 1531, + "FP": 3513, + "IoU": 0.8671582828548854, + "TN": 1889582, + "TP": 32926, + "n_pred": 36439, + "n_ref": 34457 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0410.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0410.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": 0.6549206188828004, + "FN": 3260.24, + "FP": 3958.606666666667, + "IoU": 0.5710137682838657, + "TN": 1289766.7777777778, + "TP": 23095.442222222224, + "n_pred": 27054.048888888894, + "n_ref": 26355.68222222222 + }, + "mean": { + "1": { + "Dice": 0.8642427274417396, + "FN": 2239.0666666666666, + "FP": 1972.3333333333333, + "IoU": 0.8050976954513462, + "TN": 1287425.8333333333, + "TP": 28443.833333333332, + "n_pred": 30416.166666666668, + "n_ref": 30682.9 + }, + "10": { + "Dice": 0.6575415883191444, + "FN": 4000.766666666667, + "FP": 2433.4333333333334, + "IoU": 0.5505742541237488, + "TN": 1302080.5666666667, + "TP": 11566.3, + "n_pred": 13999.733333333334, + "n_ref": 15567.066666666668 + }, + "11": { + "Dice": 0.23609158782355014, + "FN": 128.4, + "FP": 126.56666666666666, + "IoU": 0.17513705460178014, + "TN": 1319625.2666666666, + "TP": 200.83333333333334, + "n_pred": 327.4, + "n_ref": 329.23333333333335 + }, + "12": { + "Dice": 0.43275207595224885, + "FN": 270.23333333333335, + "FP": 54.3, + "IoU": 0.3388570991262679, + "TN": 1319421.7666666666, + "TP": 334.76666666666665, + "n_pred": 389.06666666666666, + "n_ref": 605.0 + }, + "13": { + "Dice": 0.5922492919004602, + "FN": 5614.333333333333, + "FP": 1713.3333333333333, + "IoU": 0.4688666690313805, + "TN": 1306784.0, + "TP": 5969.4, + "n_pred": 7682.733333333334, + "n_ref": 11583.733333333334 + }, + "14": { + "Dice": 0.49417019141207097, + "FN": 796.1, + "FP": 19206.4, + "IoU": 0.4333805605227274, + "TN": 1292826.0333333334, + "TP": 7252.533333333334, + "n_pred": 26458.933333333334, + "n_ref": 8048.633333333333 + }, + "15": { + "Dice": 0.6836214052944536, + "FN": 1581.4666666666667, + "FP": 3620.1666666666665, + "IoU": 0.5739905886414183, + "TN": 1302296.3, + "TP": 12583.133333333333, + "n_pred": 16203.3, + "n_ref": 14164.6 + }, + "2": { + "Dice": 0.6174716336014767, + "FN": 2457.4, + "FP": 1922.4333333333334, + "IoU": 0.5709064341060799, + "TN": 1298254.5, + "TP": 17446.733333333334, + "n_pred": 19369.166666666668, + "n_ref": 19904.133333333335 + }, + "3": { + "Dice": 0.7875706835447382, + "FN": 2421.866666666667, + "FP": 1175.0333333333333, + "IoU": 0.7202604229416213, + "TN": 1297380.7333333334, + "TP": 19103.433333333334, + "n_pred": 20278.466666666667, + "n_ref": 21525.3 + }, + "4": { + "Dice": 0.5105063389648448, + "FN": 843.8, + "FP": 2566.5333333333333, + "IoU": 0.43535648437558433, + "TN": 1311944.6666666667, + "TP": 4726.066666666667, + "n_pred": 7292.6, + "n_ref": 5569.866666666667 + }, + "5": { + "Dice": 0.6873619450495853, + "FN": 190.43333333333334, + "FP": 288.06666666666666, + "IoU": 0.5632915361735044, + "TN": 1318768.2, + "TP": 834.3666666666667, + "n_pred": 1122.4333333333334, + "n_ref": 1024.8 + }, + "6": { + "Dice": 0.9069263226646014, + "FN": 10781.666666666666, + "FP": 13307.066666666668, + "IoU": 0.8379676355324799, + "TN": 1176071.4333333333, + "TP": 119920.9, + "n_pred": 133227.96666666667, + "n_ref": 130702.56666666667 + }, + "7": { + "Dice": 0.8258691669105164, + "FN": 15974.466666666667, + "FP": 8873.7, + "IoU": 0.7430698423764841, + "TN": 1189024.8666666667, + "TP": 106208.03333333334, + "n_pred": 115081.73333333334, + "n_ref": 122182.5 + }, + "8": { + "Dice": 0.698847162188596, + "FN": 728.4666666666667, + "FP": 1087.7666666666667, + "IoU": 0.632262622097195, + "TN": 1311352.2333333334, + "TP": 6912.6, + "n_pred": 8000.366666666667, + "n_ref": 7641.066666666667 + }, + "9": { + "Dice": 0.8285871621739808, + "FN": 875.1333333333333, + "FP": 1031.9666666666667, + "IoU": 0.7161876251563672, + "TN": 1313245.2666666666, + "TP": 4928.7, + "n_pred": 5960.666666666667, + "n_ref": 5803.833333333333 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.889908110776679, + "FN": 5688, + "FP": 1225, + "IoU": 0.8016526554385562, + "TN": 666075, + "TP": 27940, + "n_pred": 29165, + "n_ref": 33628 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 5247, + "FP": 0, + "IoU": 0.0, + "TN": 695681, + "TP": 0, + "n_pred": 0, + "n_ref": 5247 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8111888111888111, + "FN": 172, + "FP": 44, + "IoU": 0.6823529411764706, + "TN": 700248, + "TP": 464, + "n_pred": 508, + "n_ref": 636 + }, + "7": { + "Dice": 0.8526593816355068, + "FN": 2638, + "FP": 207, + "IoU": 0.7431615058228762, + "TN": 689851, + "TP": 8232, + "n_pred": 8439, + "n_ref": 10870 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0009.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0009.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9541033717422218, + "FN": 12481, + "FP": 4786, + "IoU": 0.9122348671603784, + "TN": 1555579, + "TP": 179474, + "n_pred": 184260, + "n_ref": 191955 + }, + "10": { + "Dice": 0.21047430830039526, + "FN": 2412, + "FP": 2382, + "IoU": 0.11761457758144671, + "TN": 1746887, + "TP": 639, + "n_pred": 3021, + "n_ref": 3051 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 1752312, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "12": { + "Dice": 0.2699180155560227, + "FN": 3112, + "FP": 361, + "IoU": 0.1560145808019441, + "TN": 1748205, + "TP": 642, + "n_pred": 1003, + "n_ref": 3754 + }, + "13": { + "Dice": 0.0426552317544503, + "FN": 31975, + "FP": 1960, + "IoU": 0.021792395722233432, + "TN": 1717629, + "TP": 756, + "n_pred": 2716, + "n_ref": 32731 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 1752318, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "3": { + "Dice": 0.654054054054054, + "FN": 128, + "FP": 0, + "IoU": 0.4859437751004016, + "TN": 1752071, + "TP": 121, + "n_pred": 121, + "n_ref": 249 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8689932142362554, + "FN": 1334, + "FP": 558, + "IoU": 0.768335986286274, + "TN": 1744153, + "TP": 6275, + "n_pred": 6833, + "n_ref": 7609 + }, + "6": { + "Dice": 0.8944678185803957, + "FN": 16049, + "FP": 22704, + "IoU": 0.8090834745595712, + "TN": 1549336, + "TP": 164231, + "n_pred": 186935, + "n_ref": 180280 + }, + "7": { + "Dice": 0.7051597752403046, + "FN": 37060, + "FP": 55973, + "IoU": 0.5445921139584404, + "TN": 1548035, + "TP": 111252, + "n_pred": 167225, + "n_ref": 148312 + }, + "8": { + "Dice": 0.8575896982806772, + "FN": 4692, + "FP": 9331, + "IoU": 0.7506844931195107, + "TN": 1696074, + "TP": 42223, + "n_pred": 51554, + "n_ref": 46915 + }, + "9": { + "Dice": 0.7592638590945016, + "FN": 8047, + "FP": 2614, + "IoU": 0.6119462745240782, + "TN": 1724847, + "TP": 16812, + "n_pred": 19426, + "n_ref": 24859 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0021.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0021.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8081395348837209, + "FN": 379, + "FP": 83, + "IoU": 0.6780487804878049, + "TN": 874725, + "TP": 973, + "n_pred": 1056, + "n_ref": 1352 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.4789446981227803, + "FN": 1020, + "FP": 7, + "IoU": 0.31487658438959304, + "TN": 874661, + "TP": 472, + "n_pred": 479, + "n_ref": 1492 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 8, + "FP": 1615, + "IoU": 0.0, + "TN": 874537, + "TP": 0, + "n_pred": 1615, + "n_ref": 8 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9719865479814731, + "FN": 5133, + "FP": 4538, + "IoU": 0.9454998337550508, + "TN": 698711, + "TP": 167778, + "n_pred": 172316, + "n_ref": 172911 + }, + "7": { + "Dice": 0.660436137071651, + "FN": 87, + "FP": 22, + "IoU": 0.4930232558139535, + "TN": 875945, + "TP": 106, + "n_pred": 128, + "n_ref": 193 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0030.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0030.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.17456896551724138, + "FN": 741, + "FP": 25, + "IoU": 0.09563164108618655, + "TN": 875313, + "TP": 81, + "n_pred": 106, + "n_ref": 822 + }, + "11": { + "Dice": 0.6351546689794738, + "FN": 428, + "FP": 2096, + "IoU": 0.4653675068841347, + "TN": 871439, + "TP": 2197, + "n_pred": 4293, + "n_ref": 2625 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6592440668033988, + "FN": 450, + "FP": 1876, + "IoU": 0.4916958041958042, + "TN": 871584, + "TP": 2250, + "n_pred": 4126, + "n_ref": 2700 + }, + "14": { + "Dice": 0.828538102643857, + "FN": 1212, + "FP": 2316, + "IoU": 0.7072685031530036, + "TN": 864108, + "TP": 8524, + "n_pred": 10840, + "n_ref": 9736 + }, + "15": { + "Dice": 0.6366676600112579, + "FN": 2301, + "FP": 30618, + "IoU": 0.46699373390974885, + "TN": 814399, + "TP": 28842, + "n_pred": 59460, + "n_ref": 31143 + }, + "2": { + "Dice": 0.945612249413639, + "FN": 432, + "FP": 797, + "IoU": 0.8968353899101822, + "TN": 864247, + "TP": 10684, + "n_pred": 11481, + "n_ref": 11116 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9555285403296486, + "FN": 5056, + "FP": 2809, + "IoU": 0.914844088349935, + "TN": 783800, + "TP": 84495, + "n_pred": 87304, + "n_ref": 89551 + }, + "7": { + "Dice": 0.8352459016393443, + "FN": 114, + "FP": 690, + "IoU": 0.717100633356791, + "TN": 873318, + "TP": 2038, + "n_pred": 2728, + "n_ref": 2152 + }, + "8": { + "Dice": 0.0, + "FN": 34, + "FP": 0, + "IoU": 0.0, + "TN": 876126, + "TP": 0, + "n_pred": 0, + "n_ref": 34 + }, + "9": { + "Dice": 0.7595040307730081, + "FN": 928, + "FP": 4949, + "IoU": 0.6122583624727849, + "TN": 861003, + "TP": 9280, + "n_pred": 14229, + "n_ref": 10208 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0045.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0045.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.782608695652174, + "FN": 42, + "FP": 803, + "IoU": 0.6428571428571429, + "TN": 1049026, + "TP": 1521, + "n_pred": 2324, + "n_ref": 1563 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 106, + "IoU": 0.0, + "TN": 1051286, + "TP": 0, + "n_pred": 106, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 1051391, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9553320105209727, + "FN": 1371, + "FP": 565, + "IoU": 0.9144838552939617, + "TN": 1028753, + "TP": 20703, + "n_pred": 21268, + "n_ref": 22074 + }, + "7": { + "Dice": 0.9585379782981154, + "FN": 2146, + "FP": 9470, + "IoU": 0.9203772757183593, + "TN": 905504, + "TP": 134272, + "n_pred": 143742, + "n_ref": 136418 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0048.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0048.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.673783185840708, + "FN": 76, + "FP": 11720, + "IoU": 0.5080490449578781, + "TN": 2954966, + "TP": 12182, + "n_pred": 23902, + "n_ref": 12258 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1768, + "IoU": 0.0, + "TN": 2977176, + "TP": 0, + "n_pred": 1768, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 2978940, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 2978940, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "14": { + "Dice": 0.01814134610873339, + "FN": 2894, + "FP": 185453, + "IoU": 0.009153703304276463, + "TN": 2788857, + "TP": 1740, + "n_pred": 187193, + "n_ref": 4634 + }, + "15": { + "Dice": 0.8794933671832499, + "FN": 2145, + "FP": 6494, + "IoU": 0.7849068817846828, + "TN": 2938780, + "TP": 31525, + "n_pred": 38019, + "n_ref": 33670 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 225, + "IoU": 0.0, + "TN": 2978719, + "TP": 0, + "n_pred": 225, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 746, + "IoU": 0.0, + "TN": 2978198, + "TP": 0, + "n_pred": 746, + "n_ref": 0 + }, + "4": { + "Dice": 0.32914572864321606, + "FN": 225, + "FP": 309, + "IoU": 0.19699248120300752, + "TN": 2978279, + "TP": 131, + "n_pred": 440, + "n_ref": 356 + }, + "5": { + "Dice": 0.7066929133858267, + "FN": 128, + "FP": 170, + "IoU": 0.5464231354642314, + "TN": 2978287, + "TP": 359, + "n_pred": 529, + "n_ref": 487 + }, + "6": { + "Dice": 0.8478023454361072, + "FN": 6074, + "FP": 64164, + "IoU": 0.7358132886991519, + "TN": 2713079, + "TP": 195627, + "n_pred": 259791, + "n_ref": 201701 + }, + "7": { + "Dice": 0.7889780428631666, + "FN": 3409, + "FP": 31122, + "IoU": 0.6514977191070203, + "TN": 2879860, + "TP": 64553, + "n_pred": 95675, + "n_ref": 67962 + }, + "8": { + "Dice": 0.03369391736123426, + "FN": 5436, + "FP": 13, + "IoU": 0.017135642135642136, + "TN": 2973400, + "TP": 95, + "n_pred": 108, + "n_ref": 5531 + }, + "9": { + "Dice": 0.7575603855308854, + "FN": 4245, + "FP": 1968, + "IoU": 0.6097361809045226, + "TN": 2963024, + "TP": 9707, + "n_pred": 11675, + "n_ref": 13952 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0052.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0052.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.951085365178098, + "FN": 5024, + "FP": 1157, + "IoU": 0.9067328585224529, + "TN": 1335584, + "TP": 60091, + "n_pred": 61248, + "n_ref": 65115 + }, + "10": { + "Dice": 0.7209329176769426, + "FN": 663, + "FP": 1754, + "IoU": 0.5636396461455137, + "TN": 1396317, + "TP": 3122, + "n_pred": 4876, + "n_ref": 3785 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8904783191774698, + "FN": 333, + "FP": 157, + "IoU": 0.8025785656728445, + "TN": 1399374, + "TP": 1992, + "n_pred": 2149, + "n_ref": 2325 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9247311827956989, + "FN": 47, + "FP": 2, + "IoU": 0.86, + "TN": 1401506, + "TP": 301, + "n_pred": 303, + "n_ref": 348 + }, + "4": { + "Dice": 0.9141429242663706, + "FN": 2458, + "FP": 1562, + "IoU": 0.8418630266315251, + "TN": 1376435, + "TP": 21401, + "n_pred": 22963, + "n_ref": 23859 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7344828989675616, + "FN": 1107, + "FP": 77177, + "IoU": 0.5803816466552315, + "TN": 1215296, + "TP": 108276, + "n_pred": 185453, + "n_ref": 109383 + }, + "7": { + "Dice": 0.9079287073677899, + "FN": 86201, + "FP": 4702, + "IoU": 0.8313822673421046, + "TN": 862749, + "TP": 448204, + "n_pred": 452906, + "n_ref": 534405 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0069.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0069.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9627026574758806, + "FN": 5545, + "FP": 6045, + "IoU": 0.928087461530825, + "TN": 714992, + "TP": 149578, + "n_pred": 155623, + "n_ref": 155123 + }, + "10": { + "Dice": 0.41383495145631066, + "FN": 363, + "FP": 603, + "IoU": 0.260902830910482, + "TN": 874853, + "TP": 341, + "n_pred": 944, + "n_ref": 704 + }, + "11": { + "Dice": 0.6415136092055764, + "FN": 1607, + "FP": 1633, + "IoU": 0.47222674702720313, + "TN": 870021, + "TP": 2899, + "n_pred": 4532, + "n_ref": 4506 + }, + "12": { + "Dice": 0.7177491768931458, + "FN": 1323, + "FP": 563, + "IoU": 0.5597572362278245, + "TN": 871876, + "TP": 2398, + "n_pred": 2961, + "n_ref": 3721 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9337761155532628, + "FN": 1311, + "FP": 743, + "IoU": 0.8757786513456305, + "TN": 859625, + "TP": 14481, + "n_pred": 15224, + "n_ref": 15792 + }, + "3": { + "Dice": 0.9162936108379446, + "FN": 974, + "FP": 4729, + "IoU": 0.8455183248909717, + "TN": 839243, + "TP": 31214, + "n_pred": 35943, + "n_ref": 32188 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6274440414049367, + "FN": 2436, + "FP": 1775, + "IoU": 0.4571354905246874, + "TN": 868403, + "TP": 3546, + "n_pred": 5321, + "n_ref": 5982 + }, + "6": { + "Dice": 0.9380814837336576, + "FN": 5784, + "FP": 2362, + "IoU": 0.8833836771505876, + "TN": 806307, + "TP": 61707, + "n_pred": 64069, + "n_ref": 67491 + }, + "7": { + "Dice": 0.8628327575695997, + "FN": 145, + "FP": 1880, + "IoU": 0.7587562544674767, + "TN": 867766, + "TP": 6369, + "n_pred": 8249, + "n_ref": 6514 + }, + "8": { + "Dice": 0.9023732259451851, + "FN": 2818, + "FP": 2176, + "IoU": 0.8221129871055068, + "TN": 848086, + "TP": 23080, + "n_pred": 25256, + "n_ref": 25898 + }, + "9": { + "Dice": 0.8515913543372836, + "FN": 4977, + "FP": 4265, + "IoU": 0.7415403546059623, + "TN": 840402, + "TP": 26516, + "n_pred": 30781, + "n_ref": 31493 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0077.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0077.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 126, + "IoU": 0.0, + "TN": 1576962, + "TP": 0, + "n_pred": 126, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 419, + "IoU": 0.0, + "TN": 1576669, + "TP": 0, + "n_pred": 419, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 6, + "FP": 0, + "IoU": 0.0, + "TN": 1577082, + "TP": 0, + "n_pred": 0, + "n_ref": 6 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8118622214035734, + "FN": 3715, + "FP": 1392, + "IoU": 0.6833064616147836, + "TN": 1560962, + "TP": 11019, + "n_pred": 12411, + "n_ref": 14734 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.939560937435644, + "FN": 2002, + "FP": 5335, + "IoU": 0.886011248174502, + "TN": 1512722, + "TP": 57029, + "n_pred": 62364, + "n_ref": 59031 + }, + "3": { + "Dice": 0.8322981366459627, + "FN": 54, + "FP": 0, + "IoU": 0.7127659574468085, + "TN": 1576900, + "TP": 134, + "n_pred": 134, + "n_ref": 188 + }, + "4": { + "Dice": 0.8266675373012504, + "FN": 1919, + "FP": 3390, + "IoU": 0.7045467193499917, + "TN": 1559119, + "TP": 12660, + "n_pred": 16050, + "n_ref": 14579 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9784106543342741, + "FN": 13900, + "FP": 9591, + "IoU": 0.9577338080955474, + "TN": 1021301, + "TP": 532296, + "n_pred": 541887, + "n_ref": 546196 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 2525, + "IoU": 0.0, + "TN": 1574563, + "TP": 0, + "n_pred": 2525, + "n_ref": 0 + }, + "9": { + "Dice": 0.6106228505922813, + "FN": 936, + "FP": 83, + "IoU": 0.4394939493949395, + "TN": 1575270, + "TP": 799, + "n_pred": 882, + "n_ref": 1735 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0083.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0083.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9620566968897051, + "FN": 3219, + "FP": 1740, + "IoU": 0.926887522667964, + "TN": 808333, + "TP": 62868, + "n_pred": 64608, + "n_ref": 66087 + }, + "10": { + "Dice": 0.7534201954397394, + "FN": 201, + "FP": 1313, + "IoU": 0.6043898615103214, + "TN": 872333, + "TP": 2313, + "n_pred": 3626, + "n_ref": 2514 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8738655859171038, + "FN": 666, + "FP": 4407, + "IoU": 0.7759869292590303, + "TN": 853514, + "TP": 17573, + "n_pred": 21980, + "n_ref": 18239 + }, + "15": { + "Dice": 0.8471423806627558, + "FN": 2727, + "FP": 5064, + "IoU": 0.7348196051735875, + "TN": 846780, + "TP": 21589, + "n_pred": 26653, + "n_ref": 24316 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8791173520561685, + "FN": 1077, + "FP": 1936, + "IoU": 0.7843081108168086, + "TN": 862191, + "TP": 10956, + "n_pred": 12892, + "n_ref": 12033 + }, + "7": { + "Dice": 0.9723454338740413, + "FN": 8362, + "FP": 2000, + "IoU": 0.9461792570431314, + "TN": 683632, + "TP": 182166, + "n_pred": 184166, + "n_ref": 190528 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 26, + "IoU": 0.0, + "TN": 876134, + "TP": 0, + "n_pred": 26, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0086.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0086.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.4927536231884058, + "FN": 35, + "FP": 0, + "IoU": 0.3269230769230769, + "TN": 1051340, + "TP": 17, + "n_pred": 17, + "n_ref": 52 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9452467586602172, + "FN": 9260, + "FP": 3350, + "IoU": 0.8961781027186353, + "TN": 929934, + "TP": 108848, + "n_pred": 112198, + "n_ref": 118108 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 6751, + "IoU": 0.0, + "TN": 1044641, + "TP": 0, + "n_pred": 6751, + "n_ref": 0 + }, + "4": { + "Dice": 0.8694620950488385, + "FN": 15549, + "FP": 742, + "IoU": 0.7690693883336878, + "TN": 980847, + "TP": 54254, + "n_pred": 54996, + "n_ref": 69803 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 919, + "IoU": 0.0, + "TN": 1050473, + "TP": 0, + "n_pred": 919, + "n_ref": 0 + }, + "6": { + "Dice": 0.9618868308569103, + "FN": 1289, + "FP": 1707, + "IoU": 0.9265722268516249, + "TN": 1010590, + "TP": 37806, + "n_pred": 39513, + "n_ref": 39095 + }, + "7": { + "Dice": 0.403579418344519, + "FN": 1326, + "FP": 7, + "IoU": 0.2528026905829596, + "TN": 1049608, + "TP": 451, + "n_pred": 458, + "n_ref": 1777 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0102.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0102.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9037935614939835, + "FN": 2438, + "FP": 7412, + "IoU": 0.8244738670990965, + "TN": 1170507, + "TP": 46267, + "n_pred": 53679, + "n_ref": 48705 + }, + "10": { + "Dice": 0.8588943190485607, + "FN": 7627, + "FP": 2363, + "IoU": 0.7526860424815567, + "TN": 1186230, + "TP": 30404, + "n_pred": 32767, + "n_ref": 38031 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7103103531235799, + "FN": 2047, + "FP": 8790, + "IoU": 0.5507606848236123, + "TN": 1202501, + "TP": 13286, + "n_pred": 22076, + "n_ref": 15333 + }, + "14": { + "Dice": 0.11647920213607227, + "FN": 9565, + "FP": 85402, + "IoU": 0.0618412083732601, + "TN": 1125397, + "TP": 6260, + "n_pred": 91662, + "n_ref": 15825 + }, + "15": { + "Dice": 0.885003170577045, + "FN": 157, + "FP": 7097, + "IoU": 0.7937270736770268, + "TN": 1191457, + "TP": 27913, + "n_pred": 35010, + "n_ref": 28070 + }, + "2": { + "Dice": 0.9146588606169782, + "FN": 331, + "FP": 48, + "IoU": 0.8427385892116183, + "TN": 1224214, + "TP": 2031, + "n_pred": 2079, + "n_ref": 2362 + }, + "3": { + "Dice": 0.959558499494905, + "FN": 3692, + "FP": 2273, + "IoU": 0.922260885430921, + "TN": 1149893, + "TP": 70766, + "n_pred": 73039, + "n_ref": 74458 + }, + "4": { + "Dice": 0.6513409961685823, + "FN": 5, + "FP": 632, + "IoU": 0.48295454545454547, + "TN": 1225392, + "TP": 595, + "n_pred": 1227, + "n_ref": 600 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.719661003648919, + "FN": 6918, + "FP": 227, + "IoU": 0.5620862956607011, + "TN": 1210308, + "TP": 9171, + "n_pred": 9398, + "n_ref": 16089 + }, + "7": { + "Dice": 0.8586768164376779, + "FN": 697, + "FP": 8437, + "IoU": 0.7523520321015101, + "TN": 1189741, + "TP": 27749, + "n_pred": 36186, + "n_ref": 28446 + }, + "8": { + "Dice": 0.9348876447580335, + "FN": 6, + "FP": 843, + "IoU": 0.8777361751152074, + "TN": 1219680, + "TP": 6095, + "n_pred": 6938, + "n_ref": 6101 + }, + "9": { + "Dice": 0.8951459269983998, + "FN": 1005, + "FP": 1747, + "IoU": 0.8101938064694116, + "TN": 1212125, + "TP": 11747, + "n_pred": 13494, + "n_ref": 12752 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0109.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0109.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9783120376597175, + "FN": 490, + "FP": 26, + "IoU": 0.9575448412045418, + "TN": 3317254, + "TP": 11638, + "n_pred": 11664, + "n_ref": 12128 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 7681, + "IoU": 0.0, + "TN": 3321727, + "TP": 0, + "n_pred": 7681, + "n_ref": 0 + }, + "11": { + "Dice": 0.7057613168724279, + "FN": 239, + "FP": 47, + "IoU": 0.5453100158982512, + "TN": 3328779, + "TP": 343, + "n_pred": 390, + "n_ref": 582 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 45, + "IoU": 0.0, + "TN": 3329363, + "TP": 0, + "n_pred": 45, + "n_ref": 0 + }, + "13": { + "Dice": 0.8112895961567332, + "FN": 2033, + "FP": 481, + "IoU": 0.6824955796918414, + "TN": 3321490, + "TP": 5404, + "n_pred": 5885, + "n_ref": 7437 + }, + "14": { + "Dice": 0.00016520904106477228, + "FN": 0, + "FP": 290493, + "IoU": 8.26113446028976e-05, + "TN": 3038891, + "TP": 24, + "n_pred": 290517, + "n_ref": 24 + }, + "15": { + "Dice": 0.5348094528422397, + "FN": 0, + "FP": 6555, + "IoU": 0.3650101714617844, + "TN": 3319085, + "TP": 3768, + "n_pred": 10323, + "n_ref": 3768 + }, + "2": { + "Dice": 0.984235228992574, + "FN": 1445, + "FP": 1232, + "IoU": 0.9689597996359125, + "TN": 3243165, + "TP": 83566, + "n_pred": 84798, + "n_ref": 85011 + }, + "3": { + "Dice": 0.5714285714285714, + "FN": 2, + "FP": 1, + "IoU": 0.4, + "TN": 3329403, + "TP": 2, + "n_pred": 3, + "n_ref": 4 + }, + "4": { + "Dice": 0.901378746737669, + "FN": 1802, + "FP": 1939, + "IoU": 0.8204635984066804, + "TN": 3308571, + "TP": 17096, + "n_pred": 19035, + "n_ref": 18898 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9554575652207696, + "FN": 839, + "FP": 1454, + "IoU": 0.9147139775347765, + "TN": 3302522, + "TP": 24593, + "n_pred": 26047, + "n_ref": 25432 + }, + "7": { + "Dice": 0.9067631403655653, + "FN": 25414, + "FP": 35614, + "IoU": 0.829429718157121, + "TN": 2971620, + "TP": 296760, + "n_pred": 332374, + "n_ref": 322174 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.813953488372093, + "FN": 7, + "FP": 9, + "IoU": 0.6862745098039216, + "TN": 3329357, + "TP": 35, + "n_pred": 44, + "n_ref": 42 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0111.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0111.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.5351996706463565, + "FN": 2204, + "FP": 54, + "IoU": 0.36537380550871273, + "TN": 1223066, + "TP": 1300, + "n_pred": 1354, + "n_ref": 3504 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7479229667356359, + "FN": 5551, + "FP": 2368, + "IoU": 0.5973458076981746, + "TN": 1206957, + "TP": 11748, + "n_pred": 14116, + "n_ref": 17299 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.5952939225103101, + "FN": 52283, + "FP": 1396, + "IoU": 0.4237853968526589, + "TN": 1133466, + "TP": 39479, + "n_pred": 40875, + "n_ref": 91762 + }, + "3": { + "Dice": 0.7383172629620232, + "FN": 49007, + "FP": 495, + "IoU": 0.5851845644613902, + "TN": 1107289, + "TP": 69833, + "n_pred": 70328, + "n_ref": 118840 + }, + "4": { + "Dice": 0.11369617224880382, + "FN": 315, + "FP": 29323, + "IoU": 0.06027458067789086, + "TN": 1195085, + "TP": 1901, + "n_pred": 31224, + "n_ref": 2216 + }, + "5": { + "Dice": 0.7771639042357275, + "FN": 918, + "FP": 171, + "IoU": 0.6355421686746988, + "TN": 1223636, + "TP": 1899, + "n_pred": 2070, + "n_ref": 2817 + }, + "6": { + "Dice": 0.9713156727216941, + "FN": 9917, + "FP": 3919, + "IoU": 0.9442310405288297, + "TN": 978529, + "TP": 234259, + "n_pred": 238178, + "n_ref": 244176 + }, + "7": { + "Dice": 0.9403844450349899, + "FN": 5166, + "FP": 2237, + "IoU": 0.8874770105333556, + "TN": 1160833, + "TP": 58388, + "n_pred": 60625, + "n_ref": 63554 + }, + "8": { + "Dice": 0.8072348860257681, + "FN": 754, + "FP": 24, + "IoU": 0.6767760697964271, + "TN": 1224217, + "TP": 1629, + "n_pred": 1653, + "n_ref": 2383 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0127.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0127.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9419160616256419, + "FN": 518, + "FP": 138, + "IoU": 0.8902092050209205, + "TN": 870185, + "TP": 5319, + "n_pred": 5457, + "n_ref": 5837 + }, + "10": { + "Dice": 0.9088829980768232, + "FN": 1273, + "FP": 2233, + "IoU": 0.832983993902439, + "TN": 855168, + "TP": 17486, + "n_pred": 19719, + "n_ref": 18759 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9789068012810075, + "FN": 1085, + "FP": 858, + "IoU": 0.9586850666609964, + "TN": 829131, + "TP": 45086, + "n_pred": 45944, + "n_ref": 46171 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.8973899183104204, + "FN": 428, + "FP": 87, + "IoU": 0.8138778460426455, + "TN": 873393, + "TP": 2252, + "n_pred": 2339, + "n_ref": 2680 + }, + "8": { + "Dice": 0.7611077297626293, + "FN": 987, + "FP": 583, + "IoU": 0.6143453696880373, + "TN": 872089, + "TP": 2501, + "n_pred": 3084, + "n_ref": 3488 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0134.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0134.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9294222662286031, + "FN": 1058, + "FP": 17760, + "IoU": 0.8681501930312564, + "TN": 733437, + "TP": 123905, + "n_pred": 141665, + "n_ref": 124963 + }, + "10": { + "Dice": 0.6542021473528323, + "FN": 6126, + "FP": 10686, + "IoU": 0.4861072902338377, + "TN": 843445, + "TP": 15903, + "n_pred": 26589, + "n_ref": 22029 + }, + "11": { + "Dice": 0.0, + "FN": 39, + "FP": 0, + "IoU": 0.0, + "TN": 876121, + "TP": 0, + "n_pred": 0, + "n_ref": 39 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7466216216216216, + "FN": 8060, + "FP": 790, + "IoU": 0.5956873315363881, + "TN": 854271, + "TP": 13039, + "n_pred": 13829, + "n_ref": 21099 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8280669144981413, + "FN": 23, + "FP": 347, + "IoU": 0.7065820777160984, + "TN": 874899, + "TP": 891, + "n_pred": 1238, + "n_ref": 914 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9327091866588648, + "FN": 2039, + "FP": 491, + "IoU": 0.8739035087719298, + "TN": 856096, + "TP": 17534, + "n_pred": 18025, + "n_ref": 19573 + }, + "7": { + "Dice": 0.4114884556725005, + "FN": 38231, + "FP": 742, + "IoU": 0.2590402676907867, + "TN": 823562, + "TP": 13625, + "n_pred": 14367, + "n_ref": 51856 + }, + "8": { + "Dice": 0.9616386179019784, + "FN": 65, + "FP": 922, + "IoU": 0.9261116933672705, + "TN": 862802, + "TP": 12371, + "n_pred": 13293, + "n_ref": 12436 + }, + "9": { + "Dice": 0.874471870135646, + "FN": 117, + "FP": 2141, + "IoU": 0.7769435937963054, + "TN": 866037, + "TP": 7865, + "n_pred": 10006, + "n_ref": 7982 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0138.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0138.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7967112338600365, + "FN": 31160, + "FP": 785, + "IoU": 0.6621114202003321, + "TN": 2709169, + "TP": 62598, + "n_pred": 63383, + "n_ref": 93758 + }, + "10": { + "Dice": 0.7843608978705101, + "FN": 20877, + "FP": 8702, + "IoU": 0.6452251301364934, + "TN": 2720338, + "TP": 53795, + "n_pred": 62497, + "n_ref": 74672 + }, + "11": { + "Dice": 0.0, + "FN": 798, + "FP": 0, + "IoU": 0.0, + "TN": 2802914, + "TP": 0, + "n_pred": 0, + "n_ref": 798 + }, + "12": { + "Dice": 0.33070866141732286, + "FN": 232, + "FP": 23, + "IoU": 0.19811320754716982, + "TN": 2803394, + "TP": 63, + "n_pred": 86, + "n_ref": 295 + }, + "13": { + "Dice": 0.21044950379451255, + "FN": 12596, + "FP": 14454, + "IoU": 0.11759908660903605, + "TN": 2773057, + "TP": 3605, + "n_pred": 18059, + "n_ref": 16201 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.963737516952287, + "FN": 2185, + "FP": 7227, + "IoU": 0.930012938534525, + "TN": 2669230, + "TP": 125070, + "n_pred": 132297, + "n_ref": 127255 + }, + "3": { + "Dice": 0.9421688842508045, + "FN": 360, + "FP": 970, + "IoU": 0.890660966787241, + "TN": 2791548, + "TP": 10834, + "n_pred": 11804, + "n_ref": 11194 + }, + "4": { + "Dice": 0.06626567438067081, + "FN": 415, + "FP": 8744, + "IoU": 0.03426824124841839, + "TN": 2794228, + "TP": 325, + "n_pred": 9069, + "n_ref": 740 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8964044020994166, + "FN": 198960, + "FP": 77273, + "IoU": 0.8122580443458498, + "TN": 1332368, + "TP": 1195111, + "n_pred": 1272384, + "n_ref": 1394071 + }, + "7": { + "Dice": 0.663481275766305, + "FN": 67764, + "FP": 10272, + "IoU": 0.49642497612348674, + "TN": 2648748, + "TP": 76928, + "n_pred": 87200, + "n_ref": 144692 + }, + "8": { + "Dice": 0.7621097954790097, + "FN": 5, + "FP": 216, + "IoU": 0.6156521739130435, + "TN": 2803137, + "TP": 354, + "n_pred": 570, + "n_ref": 359 + }, + "9": { + "Dice": 0.7337021579475234, + "FN": 1136, + "FP": 7095, + "IoU": 0.5794072560040879, + "TN": 2784142, + "TP": 11339, + "n_pred": 18434, + "n_ref": 12475 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0173.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0173.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.939070872231122, + "FN": 1678, + "FP": 528, + "IoU": 0.8851400603977924, + "TN": 1557882, + "TP": 17000, + "n_pred": 17528, + "n_ref": 18678 + }, + "10": { + "Dice": 0.6297918704971982, + "FN": 26025, + "FP": 7273, + "IoU": 0.4596322682202496, + "TN": 1515467, + "TP": 28323, + "n_pred": 35596, + "n_ref": 54348 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 1577086, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "12": { + "Dice": 0.5356156819436775, + "FN": 647, + "FP": 194, + "IoU": 0.36576168929110103, + "TN": 1575762, + "TP": 485, + "n_pred": 679, + "n_ref": 1132 + }, + "13": { + "Dice": 0.7566452469589547, + "FN": 5831, + "FP": 4432, + "IoU": 0.6085513769166222, + "TN": 1550870, + "TP": 15955, + "n_pred": 20387, + "n_ref": 21786 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9046347097892001, + "FN": 917, + "FP": 1725, + "IoU": 0.8258749093785013, + "TN": 1561915, + "TP": 12531, + "n_pred": 14256, + "n_ref": 13448 + }, + "3": { + "Dice": 0.9284256150772535, + "FN": 4004, + "FP": 10792, + "IoU": 0.8664126617250065, + "TN": 1466329, + "TP": 95963, + "n_pred": 106755, + "n_ref": 99967 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.817976257772753, + "FN": 143, + "FP": 501, + "IoU": 0.6920133907221425, + "TN": 1574997, + "TP": 1447, + "n_pred": 1948, + "n_ref": 1590 + }, + "6": { + "Dice": 0.8780930861079728, + "FN": 3213, + "FP": 2290, + "IoU": 0.782679093278572, + "TN": 1551766, + "TP": 19819, + "n_pred": 22109, + "n_ref": 23032 + }, + "7": { + "Dice": 0.9418860119430584, + "FN": 42286, + "FP": 6490, + "IoU": 0.8901555244276493, + "TN": 1133042, + "TP": 395270, + "n_pred": 401760, + "n_ref": 437556 + }, + "8": { + "Dice": 0.9463644524236984, + "FN": 592, + "FP": 1320, + "IoU": 0.8981895633652822, + "TN": 1558308, + "TP": 16868, + "n_pred": 18188, + "n_ref": 17460 + }, + "9": { + "Dice": 0.9374866195675444, + "FN": 1042, + "FP": 710, + "IoU": 0.8823292363489824, + "TN": 1562199, + "TP": 13137, + "n_pred": 13847, + "n_ref": 14179 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0212.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0212.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9733600640216485, + "FN": 1230, + "FP": 1999, + "IoU": 0.948102669602533, + "TN": 813941, + "TP": 58990, + "n_pred": 60989, + "n_ref": 60220 + }, + "10": { + "Dice": 0.9379659586439725, + "FN": 591, + "FP": 732, + "IoU": 0.8831788079470199, + "TN": 864835, + "TP": 10002, + "n_pred": 10734, + "n_ref": 10593 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6099366693426099, + "FN": 949, + "FP": 3424, + "IoU": 0.4387833675564682, + "TN": 868368, + "TP": 3419, + "n_pred": 6843, + "n_ref": 4368 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.7329842931937173, + "FN": 2, + "FP": 49, + "IoU": 0.5785123966942148, + "TN": 876039, + "TP": 70, + "n_pred": 119, + "n_ref": 72 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9606194752056306, + "FN": 2484, + "FP": 3156, + "IoU": 0.9242230850878018, + "TN": 801731, + "TP": 68789, + "n_pred": 71945, + "n_ref": 71273 + }, + "7": { + "Dice": 0.9164712958303158, + "FN": 4974, + "FP": 1831, + "IoU": 0.8458209665360129, + "TN": 832023, + "TP": 37332, + "n_pred": 39163, + "n_ref": 42306 + }, + "8": { + "Dice": 0.9573367808661927, + "FN": 433, + "FP": 95, + "IoU": 0.9181649101053937, + "TN": 869708, + "TP": 5924, + "n_pred": 6019, + "n_ref": 6357 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0215.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0215.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9130006695285731, + "FN": 3151, + "FP": 1267, + "IoU": 0.8399275362318841, + "TN": 848560, + "TP": 23182, + "n_pred": 24449, + "n_ref": 26333 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.38102243471864655, + "FN": 3353, + "FP": 13, + "IoU": 0.23534756928668787, + "TN": 871758, + "TP": 1036, + "n_pred": 1049, + "n_ref": 4389 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 85, + "IoU": 0.0, + "TN": 876075, + "TP": 0, + "n_pred": 85, + "n_ref": 0 + }, + "3": { + "Dice": 0.9626697399408729, + "FN": 578, + "FP": 167, + "IoU": 0.9280262776543329, + "TN": 865809, + "TP": 9606, + "n_pred": 9773, + "n_ref": 10184 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.949084277577549, + "FN": 2768, + "FP": 3123, + "IoU": 0.9031021777748536, + "TN": 815364, + "TP": 54905, + "n_pred": 58028, + "n_ref": 57673 + }, + "7": { + "Dice": 0.9322001840947205, + "FN": 2188, + "FP": 3189, + "IoU": 0.8730102498701053, + "TN": 833818, + "TP": 36965, + "n_pred": 40154, + "n_ref": 39153 + }, + "8": { + "Dice": 0.8887443070917371, + "FN": 149, + "FP": 22, + "IoU": 0.7997658079625293, + "TN": 875306, + "TP": 683, + "n_pred": 705, + "n_ref": 832 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0224.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0224.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7899159663865546, + "FN": 20, + "FP": 5, + "IoU": 0.6527777777777778, + "TN": 1051320, + "TP": 47, + "n_pred": 52, + "n_ref": 67 + }, + "10": { + "Dice": 0.8885721606559477, + "FN": 4472, + "FP": 2486, + "IoU": 0.7994870464828103, + "TN": 1016691, + "TP": 27743, + "n_pred": 30229, + "n_ref": 32215 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 15, + "FP": 0, + "IoU": 0.0, + "TN": 1051377, + "TP": 0, + "n_pred": 0, + "n_ref": 15 + }, + "13": { + "Dice": 0.7263983706106438, + "FN": 10206, + "FP": 4302, + "IoU": 0.5703497497556786, + "TN": 1017625, + "TP": 19259, + "n_pred": 23561, + "n_ref": 29465 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1018, + "IoU": 0.0, + "TN": 1050374, + "TP": 0, + "n_pred": 1018, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9418706293706294, + "FN": 184, + "FP": 82, + "IoU": 0.8901280462618752, + "TN": 1048971, + "TP": 2155, + "n_pred": 2237, + "n_ref": 2339 + }, + "4": { + "Dice": 0.9085709407546525, + "FN": 599, + "FP": 1543, + "IoU": 0.8324599139616738, + "TN": 1038607, + "TP": 10643, + "n_pred": 12186, + "n_ref": 11242 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9757305311645315, + "FN": 996, + "FP": 6591, + "IoU": 0.9526111642025971, + "TN": 891291, + "TP": 152514, + "n_pred": 159105, + "n_ref": 153510 + }, + "7": { + "Dice": 0.9657555965357014, + "FN": 13045, + "FP": 6286, + "IoU": 0.9337788952986475, + "TN": 759476, + "TP": 272585, + "n_pred": 278871, + "n_ref": 285630 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8528494471222001, + "FN": 290, + "FP": 229, + "IoU": 0.7434503213049926, + "TN": 1049369, + "TP": 1504, + "n_pred": 1733, + "n_ref": 1794 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0272.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0272.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7270223339919766, + "FN": 26685, + "FP": 5228, + "IoU": 0.5711194731890875, + "TN": 1152214, + "TP": 42497, + "n_pred": 47725, + "n_ref": 69182 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5104056878472284, + "FN": 52883, + "FP": 1931, + "IoU": 0.3426474468136138, + "TN": 1143238, + "TP": 28572, + "n_pred": 30503, + "n_ref": 81455 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 43, + "FP": 25390, + "IoU": 0.0, + "TN": 1201191, + "TP": 0, + "n_pred": 25390, + "n_ref": 43 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9521380788705326, + "FN": 997, + "FP": 2888, + "IoU": 0.9086484198645598, + "TN": 1184096, + "TP": 38643, + "n_pred": 41531, + "n_ref": 39640 + }, + "7": { + "Dice": 0.8817902895599732, + "FN": 2919, + "FP": 39693, + "IoU": 0.7885732714778337, + "TN": 1025079, + "TP": 158933, + "n_pred": 198626, + "n_ref": 161852 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9236499068901304, + "FN": 19, + "FP": 1908, + "IoU": 0.8581314878892734, + "TN": 1213041, + "TP": 11656, + "n_pred": 13564, + "n_ref": 11675 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0307.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0307.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9346806959058235, + "FN": 118, + "FP": 1136, + "IoU": 0.8773714062194407, + "TN": 1566862, + "TP": 8972, + "n_pred": 10108, + "n_ref": 9090 + }, + "10": { + "Dice": 0.7878343715646757, + "FN": 390, + "FP": 768, + "IoU": 0.6499395405078597, + "TN": 1573780, + "TP": 2150, + "n_pred": 2918, + "n_ref": 2540 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 1577081, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 13, + "FP": 0, + "IoU": 0.0, + "TN": 1577075, + "TP": 0, + "n_pred": 0, + "n_ref": 13 + }, + "13": { + "Dice": 0.8827146690518783, + "FN": 1290, + "FP": 808, + "IoU": 0.7900530371259882, + "TN": 1567095, + "TP": 7895, + "n_pred": 8703, + "n_ref": 9185 + }, + "14": { + "Dice": 0.9587893210880022, + "FN": 618, + "FP": 1841, + "IoU": 0.9208408447077002, + "TN": 1546024, + "TP": 28605, + "n_pred": 30446, + "n_ref": 29223 + }, + "15": { + "Dice": 0.9670349251603706, + "FN": 4052, + "FP": 3718, + "IoU": 0.9361738830429532, + "TN": 1455351, + "TP": 113967, + "n_pred": 117685, + "n_ref": 118019 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 3890, + "IoU": 0.0, + "TN": 1573198, + "TP": 0, + "n_pred": 3890, + "n_ref": 0 + }, + "3": { + "Dice": 0.584877315973961, + "FN": 4663, + "FP": 311, + "IoU": 0.4133050247699929, + "TN": 1568610, + "TP": 3504, + "n_pred": 3815, + "n_ref": 8167 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6831275720164609, + "FN": 268, + "FP": 2196, + "IoU": 0.51875, + "TN": 1571968, + "TP": 2656, + "n_pred": 4852, + "n_ref": 2924 + }, + "6": { + "Dice": 0.9076455459434183, + "FN": 286, + "FP": 899, + "IoU": 0.8309075342465754, + "TN": 1570080, + "TP": 5823, + "n_pred": 6722, + "n_ref": 6109 + }, + "7": { + "Dice": 0.9893516319291542, + "FN": 3395, + "FP": 2747, + "IoU": 0.9789276499972553, + "TN": 1285616, + "TP": 285330, + "n_pred": 288077, + "n_ref": 288725 + }, + "8": { + "Dice": 0.9271546274903003, + "FN": 3157, + "FP": 3527, + "IoU": 0.8642015440877692, + "TN": 1527868, + "TP": 42536, + "n_pred": 46063, + "n_ref": 45693 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0336.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0336.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9435152207855824, + "FN": 1881, + "FP": 3654, + "IoU": 0.8930703398180168, + "TN": 2401485, + "TP": 46228, + "n_pred": 49882, + "n_ref": 48109 + }, + "10": { + "Dice": 0.8490076710982501, + "FN": 3926, + "FP": 7136, + "IoU": 0.737631042170675, + "TN": 2411086, + "TP": 31100, + "n_pred": 38236, + "n_ref": 35026 + }, + "11": { + "Dice": 0.6145778710015731, + "FN": 735, + "FP": 0, + "IoU": 0.4436033308099924, + "TN": 2451927, + "TP": 586, + "n_pred": 586, + "n_ref": 1321 + }, + "12": { + "Dice": 0.7740937651039149, + "FN": 2090, + "FP": 247, + "IoU": 0.6314461441413026, + "TN": 2446907, + "TP": 4004, + "n_pred": 4251, + "n_ref": 6094 + }, + "13": { + "Dice": 0.6916401996370236, + "FN": 10138, + "FP": 736, + "IoU": 0.5286314968139061, + "TN": 2430179, + "TP": 12195, + "n_pred": 12931, + "n_ref": 22333 + }, + "14": { + "Dice": 0.2222222222222222, + "FN": 240, + "FP": 33, + "IoU": 0.125, + "TN": 2452936, + "TP": 39, + "n_pred": 72, + "n_ref": 279 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 10966, + "IoU": 0.0, + "TN": 2442282, + "TP": 0, + "n_pred": 10966, + "n_ref": 0 + }, + "2": { + "Dice": 0.7765082768731956, + "FN": 3174, + "FP": 31429, + "IoU": 0.6346657375733773, + "TN": 2358532, + "TP": 60113, + "n_pred": 91542, + "n_ref": 63287 + }, + "3": { + "Dice": 0.9377401666594707, + "FN": 1710, + "FP": 1174, + "IoU": 0.8827785229443563, + "TN": 2428645, + "TP": 21719, + "n_pred": 22893, + "n_ref": 23429 + }, + "4": { + "Dice": 0.08172531214528944, + "FN": 809, + "FP": 0, + "IoU": 0.04260355029585799, + "TN": 2452403, + "TP": 36, + "n_pred": 36, + "n_ref": 845 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7534212715202687, + "FN": 27158, + "FP": 98536, + "IoU": 0.6043912464631142, + "TN": 2135525, + "TP": 192029, + "n_pred": 290565, + "n_ref": 219187 + }, + "7": { + "Dice": 0.12416267066876532, + "FN": 89100, + "FP": 30535, + "IoU": 0.0661905319439566, + "TN": 2325133, + "TP": 8480, + "n_pred": 39015, + "n_ref": 97580 + }, + "8": { + "Dice": 0.6991615650785201, + "FN": 214, + "FP": 8828, + "IoU": 0.5374699473118829, + "TN": 2433699, + "TP": 10507, + "n_pred": 19335, + "n_ref": 10721 + }, + "9": { + "Dice": 0.9459518313662297, + "FN": 712, + "FP": 529, + "IoU": 0.8974464920254525, + "TN": 2441147, + "TP": 10860, + "n_pred": 11389, + "n_ref": 11572 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0349.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0349.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8383226275602957, + "FN": 2327, + "FP": 341, + "IoU": 0.7216484089723526, + "TN": 691343, + "TP": 6917, + "n_pred": 7258, + "n_ref": 9244 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8445273631840796, + "FN": 342, + "FP": 158, + "IoU": 0.7308934337997847, + "TN": 699070, + "TP": 1358, + "n_pred": 1516, + "n_ref": 1700 + }, + "13": { + "Dice": 0.7626417407293902, + "FN": 2330, + "FP": 768, + "IoU": 0.6163467492260062, + "TN": 692853, + "TP": 4977, + "n_pred": 5745, + "n_ref": 7307 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9662387066096053, + "FN": 417, + "FP": 222, + "IoU": 0.9346826126954921, + "TN": 691145, + "TP": 9144, + "n_pred": 9366, + "n_ref": 9561 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.909700259617654, + "FN": 958, + "FP": 955, + "IoU": 0.8343579530695299, + "TN": 689379, + "TP": 9636, + "n_pred": 10591, + "n_ref": 10594 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9616962615288673, + "FN": 150, + "FP": 1017, + "IoU": 0.9262186255294936, + "TN": 685111, + "TP": 14650, + "n_pred": 15667, + "n_ref": 14800 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0371.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0371.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9782963241751349, + "FN": 216, + "FP": 130, + "IoU": 0.9575147347740668, + "TN": 1218480, + "TP": 7798, + "n_pred": 7928, + "n_ref": 8014 + }, + "10": { + "Dice": 0.8990228013029316, + "FN": 69, + "FP": 489, + "IoU": 0.8165680473372781, + "TN": 1223582, + "TP": 2484, + "n_pred": 2973, + "n_ref": 2553 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8236346662517504, + "FN": 2240, + "FP": 2294, + "IoU": 0.7001521063421732, + "TN": 1211503, + "TP": 10587, + "n_pred": 12881, + "n_ref": 12827 + }, + "14": { + "Dice": 0.9277785391256681, + "FN": 1470, + "FP": 1692, + "IoU": 0.8652862985685071, + "TN": 1203152, + "TP": 20310, + "n_pred": 22002, + "n_ref": 21780 + }, + "15": { + "Dice": 0.8115340937145115, + "FN": 32720, + "FP": 1633, + "IoU": 0.6828417116742833, + "TN": 1118309, + "TP": 73962, + "n_pred": 75595, + "n_ref": 106682 + }, + "2": { + "Dice": 0.9762815608263198, + "FN": 382, + "FP": 83, + "IoU": 0.953662182361734, + "TN": 1216589, + "TP": 9570, + "n_pred": 9653, + "n_ref": 9952 + }, + "3": { + "Dice": 0.977887265543062, + "FN": 1838, + "FP": 2695, + "IoU": 0.9567313199190561, + "TN": 1121860, + "TP": 100231, + "n_pred": 102926, + "n_ref": 102069 + }, + "4": { + "Dice": 0.9446540880503145, + "FN": 1142, + "FP": 1410, + "IoU": 0.8951132300357568, + "TN": 1202293, + "TP": 21779, + "n_pred": 23189, + "n_ref": 22921 + }, + "5": { + "Dice": 0.6732673267326733, + "FN": 9, + "FP": 24, + "IoU": 0.5074626865671642, + "TN": 1226557, + "TP": 34, + "n_pred": 58, + "n_ref": 43 + }, + "6": { + "Dice": 0.9524328392579321, + "FN": 3568, + "FP": 4901, + "IoU": 0.9091854679591662, + "TN": 1133368, + "TP": 84787, + "n_pred": 89688, + "n_ref": 88355 + }, + "7": { + "Dice": 0.9762253501767528, + "FN": 3954, + "FP": 1581, + "IoU": 0.9535549159625083, + "TN": 1107451, + "TP": 113638, + "n_pred": 115219, + "n_ref": 117592 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8839008591606315, + "FN": 1309, + "FP": 1272, + "IoU": 0.7919555054006127, + "TN": 1214218, + "TP": 9825, + "n_pred": 11097, + "n_ref": 11134 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0387.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0387.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.5111132679802, + "FN": 2575, + "FP": 2462, + "IoU": 0.34328552803129075, + "TN": 693258, + "TP": 2633, + "n_pred": 5095, + "n_ref": 5208 + }, + "15": { + "Dice": 0.7955843046703254, + "FN": 2322, + "FP": 36453, + "IoU": 0.6605562413005226, + "TN": 586697, + "TP": 75456, + "n_pred": 111909, + "n_ref": 77778 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9656337697065868, + "FN": 1130, + "FP": 1209, + "IoU": 0.9335511363636364, + "TN": 665728, + "TP": 32861, + "n_pred": 34070, + "n_ref": 33991 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8652296157450796, + "FN": 409, + "FP": 1748, + "IoU": 0.7624710934919062, + "TN": 691847, + "TP": 6924, + "n_pred": 8672, + "n_ref": 7333 + }, + "6": { + "Dice": 0.949569773481786, + "FN": 2192, + "FP": 2274, + "IoU": 0.9039817681458548, + "TN": 654416, + "TP": 42046, + "n_pred": 44320, + "n_ref": 44238 + }, + "7": { + "Dice": 0.8926142653803574, + "FN": 397, + "FP": 2998, + "IoU": 0.8060554127392173, + "TN": 683423, + "TP": 14110, + "n_pred": 17108, + "n_ref": 14507 + }, + "8": { + "Dice": 0.9455841584158415, + "FN": 1415, + "FP": 646, + "IoU": 0.8967848557692307, + "TN": 680960, + "TP": 17907, + "n_pred": 18553, + "n_ref": 19322 + }, + "9": { + "Dice": 0.859838685131639, + "FN": 56, + "FP": 865, + "IoU": 0.7541377469300587, + "TN": 697182, + "TP": 2825, + "n_pred": 3690, + "n_ref": 2881 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0390.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0390.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9436435124508519, + "FN": 20, + "FP": 23, + "IoU": 0.8933002481389578, + "TN": 1050989, + "TP": 360, + "n_pred": 383, + "n_ref": 380 + }, + "10": { + "Dice": 0.8356978019899368, + "FN": 1161, + "FP": 3182, + "IoU": 0.7177670912399272, + "TN": 1036004, + "TP": 11045, + "n_pred": 14227, + "n_ref": 12206 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8549080954243253, + "FN": 333, + "FP": 38, + "IoU": 0.7465846994535519, + "TN": 1049928, + "TP": 1093, + "n_pred": 1131, + "n_ref": 1426 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9787793092698568, + "FN": 4643, + "FP": 1075, + "IoU": 0.9584405390083294, + "TN": 913806, + "TP": 131868, + "n_pred": 132943, + "n_ref": 136511 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9683134582623509, + "FN": 2783, + "FP": 1774, + "IoU": 0.9385733157199472, + "TN": 977206, + "TP": 69629, + "n_pred": 71403, + "n_ref": 72412 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.772988154841861, + "FN": 728, + "FP": 1131, + "IoU": 0.6299761146496815, + "TN": 1046368, + "TP": 3165, + "n_pred": 4296, + "n_ref": 3893 + }, + "7": { + "Dice": 0.9836074838317728, + "FN": 825, + "FP": 3816, + "IoU": 0.9677437291057068, + "TN": 907513, + "TP": 139238, + "n_pred": 143054, + "n_ref": 140063 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0391.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0391.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7008333880175864, + "FN": 2562, + "FP": 1997, + "IoU": 0.539448429134256, + "TN": 1041493, + "TP": 5340, + "n_pred": 7337, + "n_ref": 7902 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7608572329026159, + "FN": 7168, + "FP": 420, + "IoU": 0.6140190243654305, + "TN": 1031733, + "TP": 12071, + "n_pred": 12491, + "n_ref": 19239 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.85372460496614, + "FN": 68, + "FP": 580, + "IoU": 0.7447814100039386, + "TN": 1048853, + "TP": 1891, + "n_pred": 2471, + "n_ref": 1959 + }, + "6": { + "Dice": 0.9734648101908672, + "FN": 1425, + "FP": 456, + "IoU": 0.9483014511873351, + "TN": 1015008, + "TP": 34503, + "n_pred": 34959, + "n_ref": 35928 + }, + "7": { + "Dice": 0.9078763269898733, + "FN": 34618, + "FP": 3044, + "IoU": 0.831294430682536, + "TN": 828151, + "TP": 185579, + "n_pred": 188623, + "n_ref": 220197 + }, + "8": { + "Dice": 0.9314184131736527, + "FN": 947, + "FP": 519, + "IoU": 0.8716399614744769, + "TN": 1039971, + "TP": 9955, + "n_pred": 10474, + "n_ref": 10902 + }, + "9": { + "Dice": 0.7979013217636969, + "FN": 1428, + "FP": 575, + "IoU": 0.6637569246264898, + "TN": 1045435, + "TP": 3954, + "n_pred": 4529, + "n_ref": 5382 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0392.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0392.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9086651053864169, + "FN": 68, + "FP": 10, + "IoU": 0.8326180257510729, + "TN": 875694, + "TP": 388, + "n_pred": 398, + "n_ref": 456 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9621421291577874, + "FN": 992, + "FP": 1051, + "IoU": 0.9270461362662477, + "TN": 848156, + "TP": 25961, + "n_pred": 27012, + "n_ref": 26953 + }, + "7": { + "Dice": 0.9865079810625199, + "FN": 2345, + "FP": 539, + "IoU": 0.9733751846381093, + "TN": 767840, + "TP": 105436, + "n_pred": 105975, + "n_ref": 107781 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0402.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0402.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": 0.6476062280006494, + "FN": 1487.151111111111, + "FP": 3000.1111111111113, + "IoU": 0.5745641939615688, + "TN": 1138562.7244444445, + "TP": 19322.279999999995, + "n_pred": 22322.39111111111, + "n_ref": 20809.431111111116 + }, + "mean": { + "1": { + "Dice": 0.8543555392997558, + "FN": 2113.8333333333335, + "FP": 743.8, + "IoU": 0.8098528816859779, + "TN": 1115355.8333333333, + "TP": 44158.8, + "n_pred": 44902.6, + "n_ref": 46272.63333333333 + }, + "10": { + "Dice": 0.6835025624648738, + "FN": 2431.5, + "FP": 2285.4, + "IoU": 0.5788296395207891, + "TN": 1149558.9333333333, + "TP": 8096.433333333333, + "n_pred": 10381.833333333334, + "n_ref": 10527.933333333332 + }, + "11": { + "Dice": 0.6008278620790541, + "FN": 179.53333333333333, + "FP": 141.5, + "IoU": 0.47458810097268583, + "TN": 1161585.6666666667, + "TP": 465.56666666666666, + "n_pred": 607.0666666666667, + "n_ref": 645.1 + }, + "12": { + "Dice": 0.5058488636295407, + "FN": 128.8, + "FP": 94.3, + "IoU": 0.39052000522061453, + "TN": 1161847.3666666667, + "TP": 301.8, + "n_pred": 396.1, + "n_ref": 430.6 + }, + "13": { + "Dice": 0.5196293362528001, + "FN": 1312.2666666666667, + "FP": 1240.2333333333333, + "IoU": 0.4279205896223402, + "TN": 1157420.4, + "TP": 2399.366666666667, + "n_pred": 3639.6, + "n_ref": 3711.633333333333 + }, + "14": { + "Dice": 0.3986858102402836, + "FN": 2619.9666666666667, + "FP": 6869.2, + "IoU": 0.3469700323934522, + "TN": 1141353.1666666667, + "TP": 11529.933333333332, + "n_pred": 18399.133333333335, + "n_ref": 14149.9 + }, + "15": { + "Dice": 0.37457352438480646, + "FN": 780.9333333333333, + "FP": 8220.833333333334, + "IoU": 0.3425179544849165, + "TN": 1145632.1666666667, + "TP": 7738.333333333333, + "n_pred": 15959.166666666666, + "n_ref": 8519.266666666666 + }, + "2": { + "Dice": 0.7635779024806014, + "FN": 680.6, + "FP": 441.5, + "IoU": 0.7099871825145534, + "TN": 1150171.1666666667, + "TP": 11079.0, + "n_pred": 11520.5, + "n_ref": 11759.6 + }, + "3": { + "Dice": 0.7798968603728819, + "FN": 538.0666666666667, + "FP": 1237.6666666666667, + "IoU": 0.7300650806463506, + "TN": 1148469.4333333333, + "TP": 12127.1, + "n_pred": 13364.766666666666, + "n_ref": 12665.166666666666 + }, + "4": { + "Dice": 0.47039986375228343, + "FN": 219.53333333333333, + "FP": 242.4, + "IoU": 0.4250298593214399, + "TN": 1159332.3666666667, + "TP": 2577.9666666666667, + "n_pred": 2820.366666666667, + "n_ref": 2797.5 + }, + "5": { + "Dice": 0.5315568529783967, + "FN": 331.3333333333333, + "FP": 130.9, + "IoU": 0.4270237123118556, + "TN": 1161378.8, + "TP": 531.2333333333333, + "n_pred": 662.1333333333333, + "n_ref": 862.5666666666667 + }, + "6": { + "Dice": 0.8849824266492813, + "FN": 4687.3, + "FP": 14471.933333333332, + "IoU": 0.8372394564275399, + "TN": 1047562.7666666667, + "TP": 95650.26666666666, + "n_pred": 110122.2, + "n_ref": 100337.56666666667 + }, + "7": { + "Dice": 0.8515875326941093, + "FN": 4360.6, + "FP": 7165.3, + "IoU": 0.7823988236153392, + "TN": 1071673.4, + "TP": 79172.96666666666, + "n_pred": 86338.26666666666, + "n_ref": 83533.56666666667 + }, + "8": { + "Dice": 0.8435530544865615, + "FN": 829.7666666666667, + "FP": 671.9666666666667, + "IoU": 0.7744705604198169, + "TN": 1151602.5, + "TP": 9268.033333333333, + "n_pred": 9940.0, + "n_ref": 10097.8 + }, + "9": { + "Dice": 0.6511154282445114, + "FN": 1093.2333333333333, + "FP": 1044.7333333333333, + "IoU": 0.5610490302658586, + "TN": 1155496.9, + "TP": 4737.4, + "n_pred": 5782.133333333333, + "n_ref": 5830.633333333333 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9749755688321993, + "FN": 9671, + "FP": 4080, + "IoU": 0.9511730054291669, + "TN": 1996389, + "TP": 267876, + "n_pred": 271956, + "n_ref": 277547 + }, + "10": { + "Dice": 0.00978631382179379, + "FN": 22541, + "FP": 31491, + "IoU": 0.00491721762831728, + "TN": 2223717, + "TP": 267, + "n_pred": 31758, + "n_ref": 22808 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 56, + "FP": 0, + "IoU": 0.0, + "TN": 2277960, + "TP": 0, + "n_pred": 0, + "n_ref": 56 + }, + "13": { + "Dice": 0.0, + "FN": 15262, + "FP": 5828, + "IoU": 0.0, + "TN": 2256926, + "TP": 0, + "n_pred": 5828, + "n_ref": 15262 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 8284, + "IoU": 0.0, + "TN": 2269732, + "TP": 0, + "n_pred": 8284, + "n_ref": 0 + }, + "2": { + "Dice": 0.9351666506411658, + "FN": 3114, + "FP": 4303, + "IoU": 0.8782281764599649, + "TN": 2217107, + "TP": 53492, + "n_pred": 57795, + "n_ref": 56606 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 210, + "IoU": 0.0, + "TN": 2277806, + "TP": 0, + "n_pred": 210, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 2278014, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 59, + "IoU": 0.0, + "TN": 2277957, + "TP": 0, + "n_pred": 59, + "n_ref": 0 + }, + "6": { + "Dice": 0.9302060344188947, + "FN": 61324, + "FP": 19698, + "IoU": 0.8695188647036467, + "TN": 1657068, + "TP": 539926, + "n_pred": 559624, + "n_ref": 601250 + }, + "7": { + "Dice": 0.8064070611020272, + "FN": 4748, + "FP": 7447, + "IoU": 0.6756131297547481, + "TN": 2240422, + "TP": 25399, + "n_pred": 32846, + "n_ref": 30147 + }, + "8": { + "Dice": 0.8996364437589512, + "FN": 2369, + "FP": 3097, + "IoU": 0.8175810973167801, + "TN": 2248052, + "TP": 24498, + "n_pred": 27595, + "n_ref": 26867 + }, + "9": { + "Dice": 0.26330908585460777, + "FN": 16734, + "FP": 15066, + "IoU": 0.15161539898087134, + "TN": 2240533, + "TP": 5683, + "n_pred": 20749, + "n_ref": 22417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0006.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0006.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9476482144920837, + "FN": 1363, + "FP": 449, + "IoU": 0.9005051614320229, + "TN": 1033180, + "TP": 16400, + "n_pred": 16849, + "n_ref": 17763 + }, + "10": { + "Dice": 0.7821763364580694, + "FN": 5357, + "FP": 1521, + "IoU": 0.6422738856815936, + "TN": 1032165, + "TP": 12349, + "n_pred": 13870, + "n_ref": 17706 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7277591973244147, + "FN": 20, + "FP": 387, + "IoU": 0.5720294426919033, + "TN": 1050441, + "TP": 544, + "n_pred": 931, + "n_ref": 564 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 18, + "FP": 0, + "IoU": 0.0, + "TN": 1051374, + "TP": 0, + "n_pred": 0, + "n_ref": 18 + }, + "6": { + "Dice": 0.9557636132124935, + "FN": 1829, + "FP": 1124, + "IoU": 0.9152751477592241, + "TN": 1016538, + "TP": 31901, + "n_pred": 33025, + "n_ref": 33730 + }, + "7": { + "Dice": 0.9807572319469062, + "FN": 6154, + "FP": 6244, + "IoU": 0.9622410505990632, + "TN": 723046, + "TP": 315948, + "n_pred": 322192, + "n_ref": 322102 + }, + "8": { + "Dice": 0.7739790783494465, + "FN": 6856, + "FP": 555, + "IoU": 0.6312935323383084, + "TN": 1031292, + "TP": 12689, + "n_pred": 13244, + "n_ref": 19545 + }, + "9": { + "Dice": 0.7661290322580645, + "FN": 368, + "FP": 1314, + "IoU": 0.6209150326797386, + "TN": 1046955, + "TP": 2755, + "n_pred": 4069, + "n_ref": 3123 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0015.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0015.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9787424387356947, + "FN": 4736, + "FP": 1442, + "IoU": 0.9583698332906565, + "TN": 1078222, + "TP": 142224, + "n_pred": 143666, + "n_ref": 146960 + }, + "10": { + "Dice": 0.0, + "FN": 36, + "FP": 2190, + "IoU": 0.0, + "TN": 1224398, + "TP": 0, + "n_pred": 2190, + "n_ref": 36 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.982734748613086, + "FN": 5015, + "FP": 534, + "IoU": 0.9660555565750919, + "TN": 1063151, + "TP": 157924, + "n_pred": 158458, + "n_ref": 162939 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.7339642481598317, + "FN": 200, + "FP": 53, + "IoU": 0.579734219269103, + "TN": 1226022, + "TP": 349, + "n_pred": 402, + "n_ref": 549 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9541798706473194, + "FN": 2416, + "FP": 7474, + "IoU": 0.912374741952918, + "TN": 1113757, + "TP": 102977, + "n_pred": 110451, + "n_ref": 105393 + }, + "7": { + "Dice": 0.8830964552553228, + "FN": 3168, + "FP": 994, + "IoU": 0.7906649230459712, + "TN": 1206742, + "TP": 15720, + "n_pred": 16714, + "n_ref": 18888 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 441, + "IoU": 0.0, + "TN": 1226183, + "TP": 0, + "n_pred": 441, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0019.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0019.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9796482383006279, + "FN": 2520, + "FP": 1000, + "IoU": 0.9601083421162978, + "TN": 612689, + "TP": 84719, + "n_pred": 85719, + "n_ref": 87239 + }, + "10": { + "Dice": 0.7384569556151326, + "FN": 1539, + "FP": 217, + "IoU": 0.5853600944510036, + "TN": 696693, + "TP": 2479, + "n_pred": 2696, + "n_ref": 4018 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 9, + "FP": 0, + "IoU": 0.0, + "TN": 700919, + "TP": 0, + "n_pred": 0, + "n_ref": 9 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9638432281549436, + "FN": 1488, + "FP": 727, + "IoU": 0.9302098430903019, + "TN": 669190, + "TP": 29523, + "n_pred": 30250, + "n_ref": 31011 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 700926, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "5": { + "Dice": 0.7203513909224012, + "FN": 191, + "FP": 0, + "IoU": 0.562929061784897, + "TN": 700491, + "TP": 246, + "n_pred": 246, + "n_ref": 437 + }, + "6": { + "Dice": 0.9309147047472018, + "FN": 5217, + "FP": 332, + "IoU": 0.8707581227436824, + "TN": 657993, + "TP": 37386, + "n_pred": 37718, + "n_ref": 42603 + }, + "7": { + "Dice": 0.9365503749592435, + "FN": 883, + "FP": 90, + "IoU": 0.8806720627912681, + "TN": 692774, + "TP": 7181, + "n_pred": 7271, + "n_ref": 8064 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7340310815096733, + "FN": 1529, + "FP": 2664, + "IoU": 0.5798176169956909, + "TN": 690949, + "TP": 5786, + "n_pred": 8450, + "n_ref": 7315 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0033.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0033.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.816276537833424, + "FN": 837, + "FP": 513, + "IoU": 0.6895838123706599, + "TN": 871811, + "TP": 2999, + "n_pred": 3512, + "n_ref": 3836 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.812284776167214, + "FN": 1305, + "FP": 3383, + "IoU": 0.6839053334232351, + "TN": 861329, + "TP": 10143, + "n_pred": 13526, + "n_ref": 11448 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.45865490628445427, + "FN": 159, + "FP": 332, + "IoU": 0.29756795422031473, + "TN": 875461, + "TP": 208, + "n_pred": 540, + "n_ref": 367 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9070796460176991, + "FN": 359, + "FP": 19, + "IoU": 0.8299595141700404, + "TN": 873937, + "TP": 1845, + "n_pred": 1864, + "n_ref": 2204 + }, + "7": { + "Dice": 0.9909040999328991, + "FN": 1625, + "FP": 1059, + "IoU": 0.9819721791229237, + "TN": 727279, + "TP": 146197, + "n_pred": 147256, + "n_ref": 147822 + }, + "8": { + "Dice": 0.6571428571428571, + "FN": 22, + "FP": 314, + "IoU": 0.48936170212765956, + "TN": 875502, + "TP": 322, + "n_pred": 636, + "n_ref": 344 + }, + "9": { + "Dice": 0.8843704260453341, + "FN": 773, + "FP": 2150, + "IoU": 0.7927097368980923, + "TN": 862059, + "TP": 11178, + "n_pred": 13328, + "n_ref": 11951 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0043.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0043.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 2010, + "IoU": 0.0, + "TN": 523686, + "TP": 0, + "n_pred": 2010, + "n_ref": 0 + }, + "7": { + "Dice": 0.969787242607838, + "FN": 1034, + "FP": 467, + "IoU": 0.9413465671525145, + "TN": 500105, + "TP": 24090, + "n_pred": 24557, + "n_ref": 25124 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0059.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0059.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7047691143073429, + "FN": 3248, + "FP": 1432, + "IoU": 0.5441262419637639, + "TN": 865894, + "TP": 5586, + "n_pred": 7018, + "n_ref": 8834 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6893424036281179, + "FN": 109, + "FP": 850, + "IoU": 0.5259515570934256, + "TN": 874137, + "TP": 1064, + "n_pred": 1914, + "n_ref": 1173 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 428, + "IoU": 0.0, + "TN": 875732, + "TP": 0, + "n_pred": 428, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8166233766233766, + "FN": 226, + "FP": 480, + "IoU": 0.6900790166812993, + "TN": 873882, + "TP": 1572, + "n_pred": 2052, + "n_ref": 1798 + }, + "6": { + "Dice": 0.9711242644573667, + "FN": 9354, + "FP": 3974, + "IoU": 0.9438693429242859, + "TN": 638714, + "TP": 224118, + "n_pred": 228092, + "n_ref": 233472 + }, + "7": { + "Dice": 0.8655133285193298, + "FN": 19447, + "FP": 2716, + "IoU": 0.7629118528027385, + "TN": 782680, + "TP": 71317, + "n_pred": 74033, + "n_ref": 90764 + }, + "8": { + "Dice": 0.9438168170445068, + "FN": 622, + "FP": 1601, + "IoU": 0.893610911701364, + "TN": 855265, + "TP": 18672, + "n_pred": 20273, + "n_ref": 19294 + }, + "9": { + "Dice": 0.5504807692307693, + "FN": 244, + "FP": 130, + "IoU": 0.37976782752902155, + "TN": 875557, + "TP": 229, + "n_pred": 359, + "n_ref": 473 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0064.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0064.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8693168003890105, + "FN": 3264, + "FP": 1036, + "IoU": 0.768842059993549, + "TN": 857558, + "TP": 14302, + "n_pred": 15338, + "n_ref": 17566 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 576, + "IoU": 0.0, + "TN": 875584, + "TP": 0, + "n_pred": 576, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 66, + "FP": 27674, + "IoU": 0.0, + "TN": 848420, + "TP": 0, + "n_pred": 27674, + "n_ref": 66 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 32007, + "IoU": 0.0, + "TN": 844153, + "TP": 0, + "n_pred": 32007, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9234023602761078, + "FN": 642, + "FP": 46, + "IoU": 0.85770423991727, + "TN": 871325, + "TP": 4147, + "n_pred": 4193, + "n_ref": 4789 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9558991529394423, + "FN": 3157, + "FP": 5220, + "IoU": 0.9155237787906901, + "TN": 776996, + "TP": 90787, + "n_pred": 96007, + "n_ref": 93944 + }, + "7": { + "Dice": 0.8300785967780895, + "FN": 6186, + "FP": 2959, + "IoU": 0.7095165491391906, + "TN": 844678, + "TP": 22337, + "n_pred": 25296, + "n_ref": 28523 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0075.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0075.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9836319312773285, + "FN": 1068, + "FP": 624, + "IoU": 0.9677910606868194, + "TN": 648396, + "TP": 50840, + "n_pred": 51464, + "n_ref": 51908 + }, + "10": { + "Dice": 0.7127953153395705, + "FN": 3828, + "FP": 439, + "IoU": 0.5537544446768459, + "TN": 691366, + "TP": 5295, + "n_pred": 5734, + "n_ref": 9123 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.812298095132004, + "FN": 861, + "FP": 824, + "IoU": 0.6839242168448696, + "TN": 695597, + "TP": 3646, + "n_pred": 4470, + "n_ref": 4507 + }, + "13": { + "Dice": 0.0, + "FN": 49, + "FP": 0, + "IoU": 0.0, + "TN": 700879, + "TP": 0, + "n_pred": 0, + "n_ref": 49 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9806665588092541, + "FN": 330, + "FP": 148, + "IoU": 0.9620665026585191, + "TN": 688327, + "TP": 12123, + "n_pred": 12271, + "n_ref": 12453 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9010526315789473, + "FN": 47, + "FP": 0, + "IoU": 0.8199233716475096, + "TN": 700667, + "TP": 214, + "n_pred": 214, + "n_ref": 261 + }, + "7": { + "Dice": 0.8898678414096917, + "FN": 290, + "FP": 10, + "IoU": 0.8015873015873016, + "TN": 699416, + "TP": 1212, + "n_pred": 1222, + "n_ref": 1502 + }, + "8": { + "Dice": 0.972220461795213, + "FN": 370, + "FP": 945, + "IoU": 0.9459426128422265, + "TN": 676602, + "TP": 23011, + "n_pred": 23956, + "n_ref": 23381 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0118.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0118.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9606201038012904, + "FN": 9608, + "FP": 878, + "IoU": 0.924224248818488, + "TN": 1263474, + "TP": 127896, + "n_pred": 128774, + "n_ref": 137504 + }, + "10": { + "Dice": 0.8745920745920746, + "FN": 496, + "FP": 1118, + "IoU": 0.7771333885666943, + "TN": 1394614, + "TP": 5628, + "n_pred": 6746, + "n_ref": 6124 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9731469940520399, + "FN": 8233, + "FP": 83, + "IoU": 0.9476984421481626, + "TN": 1242855, + "TP": 150685, + "n_pred": 150768, + "n_ref": 158918 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9526561835954102, + "FN": 180, + "FP": 377, + "IoU": 0.9095925986041227, + "TN": 1395695, + "TP": 5604, + "n_pred": 5981, + "n_ref": 5784 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.5384615384615384, + "FN": 7, + "FP": 5, + "IoU": 0.3684210526315789, + "TN": 1401837, + "TP": 7, + "n_pred": 12, + "n_ref": 14 + }, + "6": { + "Dice": 0.9636422755595665, + "FN": 948, + "FP": 4531, + "IoU": 0.9298355701260117, + "TN": 1323768, + "TP": 72609, + "n_pred": 77140, + "n_ref": 73557 + }, + "7": { + "Dice": 0.8712351836258825, + "FN": 7031, + "FP": 8873, + "IoU": 0.7718482814024216, + "TN": 1332148, + "TP": 53804, + "n_pred": 62677, + "n_ref": 60835 + }, + "8": { + "Dice": 0.9498223416240575, + "FN": 914, + "FP": 823, + "IoU": 0.9044396765142763, + "TN": 1383679, + "TP": 16440, + "n_pred": 17263, + "n_ref": 17354 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0119.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0119.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8575432811211872, + "FN": 1381, + "FP": 347, + "IoU": 0.7506133641218069, + "TN": 1219695, + "TP": 5201, + "n_pred": 5548, + "n_ref": 6582 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9026451138868479, + "FN": 179, + "FP": 881, + "IoU": 0.8225644459323737, + "TN": 1220650, + "TP": 4914, + "n_pred": 5795, + "n_ref": 5093 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8856910127613359, + "FN": 416, + "FP": 5, + "IoU": 0.7948343079922028, + "TN": 1224572, + "TP": 1631, + "n_pred": 1636, + "n_ref": 2047 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9495327102803738, + "FN": 813, + "FP": 348, + "IoU": 0.9039145907473309, + "TN": 1214541, + "TP": 10922, + "n_pred": 11270, + "n_ref": 11735 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9925703810244666, + "FN": 4935, + "FP": 2741, + "IoU": 0.9852503463555328, + "TN": 706205, + "TP": 512743, + "n_pred": 515484, + "n_ref": 517678 + }, + "7": { + "Dice": 0.887123064384678, + "FN": 282, + "FP": 272, + "IoU": 0.7971439033321128, + "TN": 1223893, + "TP": 2177, + "n_pred": 2449, + "n_ref": 2459 + }, + "8": { + "Dice": 0.859679096716684, + "FN": 3730, + "FP": 48, + "IoU": 0.7538922545762491, + "TN": 1211273, + "TP": 11573, + "n_pred": 11621, + "n_ref": 15303 + }, + "9": { + "Dice": 0.0, + "FN": 66, + "FP": 51, + "IoU": 0.0, + "TN": 1226507, + "TP": 0, + "n_pred": 51, + "n_ref": 66 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0124.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0124.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8914488258750554, + "FN": 116, + "FP": 129, + "IoU": 0.8041566746602717, + "TN": 524445, + "TP": 1006, + "n_pred": 1135, + "n_ref": 1122 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0142.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0142.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.958306327818523, + "FN": 2764, + "FP": 7014, + "IoU": 0.9199502247255401, + "TN": 1630171, + "TP": 112371, + "n_pred": 119385, + "n_ref": 115135 + }, + "10": { + "Dice": 0.8869305098241763, + "FN": 3618, + "FP": 6890, + "IoU": 0.796833007869144, + "TN": 1700599, + "TP": 41213, + "n_pred": 48103, + "n_ref": 44831 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 18, + "IoU": 0.0, + "TN": 1752302, + "TP": 0, + "n_pred": 18, + "n_ref": 0 + }, + "12": { + "Dice": 0.33071988595866003, + "FN": 915, + "FP": 24, + "IoU": 0.1981212638770282, + "TN": 1751149, + "TP": 232, + "n_pred": 256, + "n_ref": 1147 + }, + "13": { + "Dice": 0.6, + "FN": 1, + "FP": 3, + "IoU": 0.42857142857142855, + "TN": 1752313, + "TP": 3, + "n_pred": 6, + "n_ref": 4 + }, + "14": { + "Dice": 0.474425213123224, + "FN": 3244, + "FP": 4894, + "IoU": 0.3109812886292439, + "TN": 1740509, + "TP": 3673, + "n_pred": 8567, + "n_ref": 6917 + }, + "15": { + "Dice": 0.9395424295599775, + "FN": 9434, + "FP": 5174, + "IoU": 0.8859783321365013, + "TN": 1624204, + "TP": 113508, + "n_pred": 118682, + "n_ref": 122942 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 209, + "IoU": 0.0, + "TN": 1752111, + "TP": 0, + "n_pred": 209, + "n_ref": 0 + }, + "3": { + "Dice": 0.9425775010747695, + "FN": 5362, + "FP": 12937, + "IoU": 0.891391569625963, + "TN": 1583834, + "TP": 150187, + "n_pred": 163124, + "n_ref": 155549 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.4404347826086957, + "FN": 4982, + "FP": 166, + "IoU": 0.28240869807638697, + "TN": 1745146, + "TP": 2026, + "n_pred": 2192, + "n_ref": 7008 + }, + "6": { + "Dice": 0.9641198453329877, + "FN": 4717, + "FP": 1927, + "IoU": 0.9307252783917921, + "TN": 1656412, + "TP": 89264, + "n_pred": 91191, + "n_ref": 93981 + }, + "7": { + "Dice": 0.8972463634645119, + "FN": 9120, + "FP": 12079, + "IoU": 0.8136417180934297, + "TN": 1638566, + "TP": 92555, + "n_pred": 104634, + "n_ref": 101675 + }, + "8": { + "Dice": 0.880187940485513, + "FN": 114, + "FP": 39, + "IoU": 0.786013986013986, + "TN": 1751605, + "TP": 562, + "n_pred": 601, + "n_ref": 676 + }, + "9": { + "Dice": 0.8748300407902103, + "FN": 1717, + "FP": 2978, + "IoU": 0.7775092408302531, + "TN": 1731218, + "TP": 16407, + "n_pred": 19385, + "n_ref": 18124 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0172.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0172.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9341424465027148, + "FN": 3086, + "FP": 1038, + "IoU": 0.8764233489152583, + "TN": 667556, + "TP": 29248, + "n_pred": 30286, + "n_ref": 32334 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8943210284361495, + "FN": 969, + "FP": 2870, + "IoU": 0.8088433003037395, + "TN": 680845, + "TP": 16244, + "n_pred": 19114, + "n_ref": 17213 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 700923, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 8, + "FP": 6, + "IoU": 0.0, + "TN": 700914, + "TP": 0, + "n_pred": 6, + "n_ref": 8 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9427799053840955, + "FN": 676, + "FP": 1356, + "IoU": 0.8917536756871937, + "TN": 682156, + "TP": 16740, + "n_pred": 18096, + "n_ref": 17416 + }, + "7": { + "Dice": 0.9599866622207403, + "FN": 167, + "FP": 73, + "IoU": 0.9230522603398525, + "TN": 697809, + "TP": 2879, + "n_pred": 2952, + "n_ref": 3046 + }, + "8": { + "Dice": 0.9230769230769231, + "FN": 10, + "FP": 7, + "IoU": 0.8571428571428571, + "TN": 700809, + "TP": 102, + "n_pred": 109, + "n_ref": 112 + }, + "9": { + "Dice": 0.9416051574324955, + "FN": 318, + "FP": 307, + "IoU": 0.8896539548022598, + "TN": 695264, + "TP": 5039, + "n_pred": 5346, + "n_ref": 5357 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0179.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0179.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.976609447991818, + "FN": 3910, + "FP": 321, + "IoU": 0.954288122042395, + "TN": 1134066, + "TP": 88327, + "n_pred": 88648, + "n_ref": 92237 + }, + "10": { + "Dice": 0.8038808038808039, + "FN": 519, + "FP": 1462, + "IoU": 0.6720741599073001, + "TN": 1220583, + "TP": 4060, + "n_pred": 5522, + "n_ref": 4579 + }, + "11": { + "Dice": 0.744254639301954, + "FN": 1139, + "FP": 942, + "IoU": 0.5926795850459973, + "TN": 1221515, + "TP": 3028, + "n_pred": 3970, + "n_ref": 4167 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9688451445613324, + "FN": 2614, + "FP": 1387, + "IoU": 0.9395728870899535, + "TN": 1160412, + "TP": 62211, + "n_pred": 63598, + "n_ref": 64825 + }, + "3": { + "Dice": 0.9637102903176774, + "FN": 1203, + "FP": 707, + "IoU": 0.9299622309412929, + "TN": 1199353, + "TP": 25361, + "n_pred": 26068, + "n_ref": 26564 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 109, + "IoU": 0.0, + "TN": 1226515, + "TP": 0, + "n_pred": 109, + "n_ref": 0 + }, + "5": { + "Dice": 0.6224221972253469, + "FN": 2273, + "FP": 748, + "IoU": 0.4518236254763201, + "TN": 1221113, + "TP": 2490, + "n_pred": 3238, + "n_ref": 4763 + }, + "6": { + "Dice": 0.9733052257849772, + "FN": 5957, + "FP": 4870, + "IoU": 0.9479986167545604, + "TN": 1018418, + "TP": 197379, + "n_pred": 202249, + "n_ref": 203336 + }, + "7": { + "Dice": 0.9667698279479647, + "FN": 791, + "FP": 1743, + "IoU": 0.9356771163853281, + "TN": 1187229, + "TP": 36861, + "n_pred": 38604, + "n_ref": 37652 + }, + "8": { + "Dice": 0.5780330624824881, + "FN": 5002, + "FP": 1022, + "IoU": 0.4065024630541872, + "TN": 1216474, + "TP": 4126, + "n_pred": 5148, + "n_ref": 9128 + }, + "9": { + "Dice": 0.8816777883698761, + "FN": 1402, + "FP": 1701, + "IoU": 0.7883933442444081, + "TN": 1211960, + "TP": 11561, + "n_pred": 13262, + "n_ref": 12963 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0185.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0185.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8562623816861105, + "FN": 384, + "FP": 269, + "IoU": 0.7486528098537336, + "TN": 1048794, + "TP": 1945, + "n_pred": 2214, + "n_ref": 2329 + }, + "10": { + "Dice": 0.852165256346441, + "FN": 59, + "FP": 535, + "IoU": 0.7424111014744146, + "TN": 1049086, + "TP": 1712, + "n_pred": 2247, + "n_ref": 1771 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8244174597965211, + "FN": 228, + "FP": 307, + "IoU": 0.701284198771636, + "TN": 1049601, + "TP": 1256, + "n_pred": 1563, + "n_ref": 1484 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.967797709098768, + "FN": 36, + "FP": 113, + "IoU": 0.9376046901172529, + "TN": 1049004, + "TP": 2239, + "n_pred": 2352, + "n_ref": 2275 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7473527016019549, + "FN": 1700, + "FP": 2022, + "IoU": 0.5966186192695351, + "TN": 1042165, + "TP": 5505, + "n_pred": 7527, + "n_ref": 7205 + }, + "6": { + "Dice": 0.9211355169776564, + "FN": 8050, + "FP": 11130, + "IoU": 0.8538009467112836, + "TN": 920201, + "TP": 112011, + "n_pred": 123141, + "n_ref": 120061 + }, + "7": { + "Dice": 0.0, + "FN": 480, + "FP": 44346, + "IoU": 0.0, + "TN": 1006566, + "TP": 0, + "n_pred": 44346, + "n_ref": 480 + }, + "8": { + "Dice": 0.9708432826442126, + "FN": 1291, + "FP": 101, + "IoU": 0.9433386249847356, + "TN": 1026825, + "TP": 23175, + "n_pred": 23276, + "n_ref": 24466 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0190.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0190.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.07058823529411765, + "FN": 79, + "FP": 0, + "IoU": 0.036585365853658534, + "TN": 876078, + "TP": 3, + "n_pred": 3, + "n_ref": 82 + }, + "10": { + "Dice": 0.752524252623243, + "FN": 996, + "FP": 1504, + "IoU": 0.6032375813362958, + "TN": 869859, + "TP": 3801, + "n_pred": 5305, + "n_ref": 4797 + }, + "11": { + "Dice": 0.796058166085807, + "FN": 315, + "FP": 1382, + "IoU": 0.6612098223198243, + "TN": 871151, + "TP": 3312, + "n_pred": 4694, + "n_ref": 3627 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.31697819314641745, + "FN": 1418, + "FP": 336, + "IoU": 0.1883387320684868, + "TN": 873999, + "TP": 407, + "n_pred": 743, + "n_ref": 1825 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9656467204601742, + "FN": 836, + "FP": 24, + "IoU": 0.9335753456399166, + "TN": 863213, + "TP": 12087, + "n_pred": 12111, + "n_ref": 12923 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9384863241917176, + "FN": 879, + "FP": 2481, + "IoU": 0.8841019626780725, + "TN": 847169, + "TP": 25631, + "n_pred": 28112, + "n_ref": 26510 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9679076574841642, + "FN": 6435, + "FP": 4397, + "IoU": 0.9378111023716981, + "TN": 701981, + "TP": 163347, + "n_pred": 167744, + "n_ref": 169782 + }, + "7": { + "Dice": 0.8430965480766954, + "FN": 3741, + "FP": 16136, + "IoU": 0.7287527292576419, + "TN": 802880, + "TP": 53403, + "n_pred": 69539, + "n_ref": 57144 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8844072798819479, + "FN": 319, + "FP": 386, + "IoU": 0.7927689594356261, + "TN": 872758, + "TP": 2697, + "n_pred": 3083, + "n_ref": 3016 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0195.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0195.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.5555555555555556, + "FN": 0, + "FP": 16, + "IoU": 0.38461538461538464, + "TN": 876134, + "TP": 10, + "n_pred": 26, + "n_ref": 10 + }, + "11": { + "Dice": 0.7637935896230849, + "FN": 1921, + "FP": 592, + "IoU": 0.617852798053528, + "TN": 869584, + "TP": 4063, + "n_pred": 4655, + "n_ref": 5984 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9282786885245902, + "FN": 55, + "FP": 295, + "IoU": 0.8661567877629063, + "TN": 873545, + "TP": 2265, + "n_pred": 2560, + "n_ref": 2320 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9642060541688795, + "FN": 82, + "FP": 255, + "IoU": 0.9308859721082855, + "TN": 871284, + "TP": 4539, + "n_pred": 4794, + "n_ref": 4621 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9517234637895431, + "FN": 952, + "FP": 2999, + "IoU": 0.9078935098843715, + "TN": 833264, + "TP": 38945, + "n_pred": 41944, + "n_ref": 39897 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.892811321488278, + "FN": 164, + "FP": 2593, + "IoU": 0.806376852307044, + "TN": 861921, + "TP": 11482, + "n_pred": 14075, + "n_ref": 11646 + }, + "9": { + "Dice": 0.9409264553343284, + "FN": 1524, + "FP": 811, + "IoU": 0.8884429793129808, + "TN": 855229, + "TP": 18596, + "n_pred": 19407, + "n_ref": 20120 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0214.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0214.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9784082493021136, + "FN": 2485, + "FP": 547, + "IoU": 0.9577291991969663, + "TN": 1154896, + "TP": 68696, + "n_pred": 69243, + "n_ref": 71181 + }, + "10": { + "Dice": 0.5156186198448346, + "FN": 7366, + "FP": 2124, + "IoU": 0.3473626298053779, + "TN": 1212083, + "TP": 5051, + "n_pred": 7175, + "n_ref": 12417 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5232760139983383, + "FN": 11283, + "FP": 7652, + "IoU": 0.35434923449381117, + "TN": 1197297, + "TP": 10392, + "n_pred": 18044, + "n_ref": 21675 + }, + "14": { + "Dice": 0.9341640208470616, + "FN": 702, + "FP": 397, + "IoU": 0.8764613309352518, + "TN": 1217728, + "TP": 7797, + "n_pred": 8194, + "n_ref": 8499 + }, + "15": { + "Dice": 0.02347762289068232, + "FN": 33, + "FP": 1298, + "IoU": 0.011878247958426132, + "TN": 1225277, + "TP": 16, + "n_pred": 1314, + "n_ref": 49 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9182858663827522, + "FN": 78, + "FP": 229, + "IoU": 0.8489173228346457, + "TN": 1224592, + "TP": 1725, + "n_pred": 1954, + "n_ref": 1803 + }, + "4": { + "Dice": 0.8951069440375037, + "FN": 1564, + "FP": 1300, + "IoU": 0.8101299390082206, + "TN": 1211540, + "TP": 12220, + "n_pred": 13520, + "n_ref": 13784 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 55, + "IoU": 0.0, + "TN": 1226569, + "TP": 0, + "n_pred": 55, + "n_ref": 0 + }, + "6": { + "Dice": 0.9045294501595006, + "FN": 7459, + "FP": 2926, + "IoU": 0.8256994679511925, + "TN": 1167043, + "TP": 49196, + "n_pred": 52122, + "n_ref": 56655 + }, + "7": { + "Dice": 0.8829574789342944, + "FN": 32570, + "FP": 3475, + "IoU": 0.7904421383099328, + "TN": 1054619, + "TP": 135960, + "n_pred": 139435, + "n_ref": 168530 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.4607329842931937, + "FN": 111, + "FP": 919, + "IoU": 0.29931972789115646, + "TN": 1225154, + "TP": 440, + "n_pred": 1359, + "n_ref": 551 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0235.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0235.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9683171848065149, + "FN": 230, + "FP": 836, + "IoU": 0.9385803180456327, + "TN": 1034036, + "TP": 16290, + "n_pred": 17126, + "n_ref": 16520 + }, + "10": { + "Dice": 0.8979365431550921, + "FN": 463, + "FP": 457, + "IoU": 0.8147775317092812, + "TN": 1046425, + "TP": 4047, + "n_pred": 4504, + "n_ref": 4510 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7093596059113301, + "FN": 50, + "FP": 9, + "IoU": 0.549618320610687, + "TN": 1051261, + "TP": 72, + "n_pred": 81, + "n_ref": 122 + }, + "13": { + "Dice": 0.8186602870813398, + "FN": 1381, + "FP": 135, + "IoU": 0.6929931146213042, + "TN": 1046454, + "TP": 3422, + "n_pred": 3557, + "n_ref": 4803 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9250674463607215, + "FN": 1891, + "FP": 8719, + "IoU": 0.8605818506740953, + "TN": 975290, + "TP": 65492, + "n_pred": 74211, + "n_ref": 67383 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8731547293603061, + "FN": 245, + "FP": 219, + "IoU": 0.774866569626395, + "TN": 1049331, + "TP": 1597, + "n_pred": 1816, + "n_ref": 1842 + }, + "6": { + "Dice": 0.9450022457934562, + "FN": 1900, + "FP": 6059, + "IoU": 0.8957386326421002, + "TN": 975055, + "TP": 68378, + "n_pred": 74437, + "n_ref": 70278 + }, + "7": { + "Dice": 0.8911226607268643, + "FN": 2873, + "FP": 2846, + "IoU": 0.8036260000686742, + "TN": 1022269, + "TP": 23404, + "n_pred": 26250, + "n_ref": 26277 + }, + "8": { + "Dice": 0.9611195025853733, + "FN": 1519, + "FP": 3346, + "IoU": 0.9251492399532278, + "TN": 986396, + "TP": 60131, + "n_pred": 63477, + "n_ref": 61650 + }, + "9": { + "Dice": 0.7349081364829396, + "FN": 4238, + "FP": 105, + "IoU": 0.5809128630705395, + "TN": 1041029, + "TP": 6020, + "n_pred": 6125, + "n_ref": 10258 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0282.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0282.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 876153, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 315, + "IoU": 0.0, + "TN": 875845, + "TP": 0, + "n_pred": 315, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 1259, + "FP": 0, + "IoU": 0.0, + "TN": 874901, + "TP": 0, + "n_pred": 0, + "n_ref": 1259 + }, + "5": { + "Dice": 0.6875, + "FN": 31, + "FP": 99, + "IoU": 0.5238095238095238, + "TN": 875887, + "TP": 143, + "n_pred": 242, + "n_ref": 174 + }, + "6": { + "Dice": 0.9473711064057757, + "FN": 1014, + "FP": 1049, + "IoU": 0.9000048470747903, + "TN": 855529, + "TP": 18568, + "n_pred": 19617, + "n_ref": 19582 + }, + "7": { + "Dice": 0.21789223991867163, + "FN": 116, + "FP": 4500, + "IoU": 0.1222665906065792, + "TN": 870901, + "TP": 643, + "n_pred": 5143, + "n_ref": 759 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 970, + "IoU": 0.0, + "TN": 875190, + "TP": 0, + "n_pred": 970, + "n_ref": 0 + }, + "9": { + "Dice": 0.8857257956223983, + "FN": 183, + "FP": 1519, + "IoU": 0.7948903350204869, + "TN": 867862, + "TP": 6596, + "n_pred": 8115, + "n_ref": 6779 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0296.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0296.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9079344852965409, + "FN": 8198, + "FP": 183, + "IoU": 0.831391956867242, + "TN": 1352149, + "TP": 41326, + "n_pred": 41509, + "n_ref": 49524 + }, + "10": { + "Dice": 0.870116156282999, + "FN": 2864, + "FP": 580, + "IoU": 0.7700934579439253, + "TN": 1386876, + "TP": 11536, + "n_pred": 12116, + "n_ref": 14400 + }, + "11": { + "Dice": 0.7356963438459392, + "FN": 915, + "FP": 979, + "IoU": 0.5818984547461369, + "TN": 1397326, + "TP": 2636, + "n_pred": 3615, + "n_ref": 3551 + }, + "12": { + "Dice": 0.37825059101654845, + "FN": 772, + "FP": 17, + "IoU": 0.23323615160349853, + "TN": 1400827, + "TP": 240, + "n_pred": 257, + "n_ref": 1012 + }, + "13": { + "Dice": 0.8632273816521228, + "FN": 1144, + "FP": 1881, + "IoU": 0.7593667965953385, + "TN": 1389285, + "TP": 9546, + "n_pred": 11427, + "n_ref": 10690 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.96972937099034, + "FN": 989, + "FP": 653, + "IoU": 0.9412375192355867, + "TN": 1373913, + "TP": 26301, + "n_pred": 26954, + "n_ref": 27290 + }, + "3": { + "Dice": 0.9686857504349201, + "FN": 240, + "FP": 156, + "IoU": 0.9392731176199969, + "TN": 1395335, + "TP": 6125, + "n_pred": 6281, + "n_ref": 6365 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9051019695488197, + "FN": 2140, + "FP": 8730, + "IoU": 0.8266541215494283, + "TN": 1339149, + "TP": 51837, + "n_pred": 60567, + "n_ref": 53977 + }, + "7": { + "Dice": 0.9754541812343814, + "FN": 5427, + "FP": 11605, + "IoU": 0.9520844879437572, + "TN": 1046397, + "TP": 338427, + "n_pred": 350032, + "n_ref": 343854 + }, + "8": { + "Dice": 0.9216843126161804, + "FN": 724, + "FP": 2183, + "IoU": 0.8547444161295158, + "TN": 1381843, + "TP": 17106, + "n_pred": 19289, + "n_ref": 17830 + }, + "9": { + "Dice": 0.9614830218105342, + "FN": 2800, + "FP": 460, + "IoU": 0.9258231131538829, + "TN": 1357907, + "TP": 40689, + "n_pred": 41149, + "n_ref": 43489 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0297.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0297.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9707670172542634, + "FN": 1424, + "FP": 1197, + "IoU": 0.943194625054183, + "TN": 830020, + "TP": 43519, + "n_pred": 44716, + "n_ref": 44943 + }, + "10": { + "Dice": 0.9052353012866271, + "FN": 4426, + "FP": 1017, + "IoU": 0.8268765903307888, + "TN": 844720, + "TP": 25997, + "n_pred": 27014, + "n_ref": 30423 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7774086378737541, + "FN": 134, + "FP": 0, + "IoU": 0.6358695652173914, + "TN": 875792, + "TP": 234, + "n_pred": 234, + "n_ref": 368 + }, + "13": { + "Dice": 0.67235512746689, + "FN": 4691, + "FP": 1568, + "IoU": 0.5064269379386483, + "TN": 863479, + "TP": 6422, + "n_pred": 7990, + "n_ref": 11113 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 9, + "IoU": 0.0, + "TN": 876151, + "TP": 0, + "n_pred": 9, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9755683692868478, + "FN": 670, + "FP": 885, + "IoU": 0.9523020766234165, + "TN": 843559, + "TP": 31046, + "n_pred": 31931, + "n_ref": 31716 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9836065573770492, + "FN": 1, + "FP": 0, + "IoU": 0.967741935483871, + "TN": 876129, + "TP": 30, + "n_pred": 30, + "n_ref": 31 + }, + "7": { + "Dice": 0.9285650291175153, + "FN": 4144, + "FP": 640, + "IoU": 0.8666555174624411, + "TN": 840283, + "TP": 31093, + "n_pred": 31733, + "n_ref": 35237 + }, + "8": { + "Dice": 0.96661247967988, + "FN": 299, + "FP": 769, + "IoU": 0.9353823814133592, + "TN": 859632, + "TP": 15460, + "n_pred": 16229, + "n_ref": 15759 + }, + "9": { + "Dice": 0.9554132910316696, + "FN": 454, + "FP": 333, + "IoU": 0.9146328235166504, + "TN": 866941, + "TP": 8432, + "n_pred": 8765, + "n_ref": 8886 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0302.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0302.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.2122905027932961, + "FN": 141, + "FP": 0, + "IoU": 0.11875, + "TN": 525536, + "TP": 19, + "n_pred": 19, + "n_ref": 160 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7906384783992081, + "FN": 598, + "FP": 2363, + "IoU": 0.6537652011225444, + "TN": 517144, + "TP": 5591, + "n_pred": 7954, + "n_ref": 6189 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.717948717948718, + "FN": 0, + "FP": 11, + "IoU": 0.56, + "TN": 525671, + "TP": 14, + "n_pred": 25, + "n_ref": 14 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9278779808739862, + "FN": 1293, + "FP": 1686, + "IoU": 0.8654593081022491, + "TN": 503554, + "TP": 19163, + "n_pred": 20849, + "n_ref": 20456 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9707431804966109, + "FN": 1231, + "FP": 5511, + "IoU": 0.9431496222342148, + "TN": 407104, + "TP": 111850, + "n_pred": 117361, + "n_ref": 113081 + }, + "7": { + "Dice": 0.8779534553206608, + "FN": 1690, + "FP": 371, + "IoU": 0.7824572514249525, + "TN": 516222, + "TP": 7413, + "n_pred": 7784, + "n_ref": 9103 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0321.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0321.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7371900826446282, + "FN": 72, + "FP": 87, + "IoU": 0.5837696335078534, + "TN": 1051010, + "TP": 223, + "n_pred": 310, + "n_ref": 295 + }, + "10": { + "Dice": 0.41939711664482304, + "FN": 880, + "FP": 6, + "IoU": 0.26533996683250416, + "TN": 1050186, + "TP": 320, + "n_pred": 326, + "n_ref": 1200 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.32600181292650804, + "FN": 18983, + "FP": 59833, + "IoU": 0.19474442412415582, + "TN": 953515, + "TP": 19061, + "n_pred": 78894, + "n_ref": 38044 + }, + "15": { + "Dice": 0.9344371640444148, + "FN": 312, + "FP": 3030, + "IoU": 0.8769423374328007, + "TN": 1024234, + "TP": 23816, + "n_pred": 26846, + "n_ref": 24128 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 1051384, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3401, + "IoU": 0.0, + "TN": 1047991, + "TP": 0, + "n_pred": 3401, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7542857142857143, + "FN": 23, + "FP": 63, + "IoU": 0.6055045871559633, + "TN": 1051174, + "TP": 132, + "n_pred": 195, + "n_ref": 155 + }, + "7": { + "Dice": 0.8551283799501079, + "FN": 298, + "FP": 53885, + "IoU": 0.7469207594759336, + "TN": 837297, + "TP": 159912, + "n_pred": 213797, + "n_ref": 160210 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0348.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0348.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9510900183939438, + "FN": 11411, + "FP": 1698, + "IoU": 0.9067413172459912, + "TN": 3889770, + "TP": 127457, + "n_pred": 129155, + "n_ref": 138868 + }, + "10": { + "Dice": 0.8270905923344948, + "FN": 142, + "FP": 1446, + "IoU": 0.7051615298923134, + "TN": 4024950, + "TP": 3798, + "n_pred": 5244, + "n_ref": 3940 + }, + "11": { + "Dice": 0.5651644336175395, + "FN": 1096, + "FP": 332, + "IoU": 0.3938879456706282, + "TN": 4027980, + "TP": 928, + "n_pred": 1260, + "n_ref": 2024 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4030336, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.32281284606866, + "FN": 46, + "FP": 4846, + "IoU": 0.19247276328821394, + "TN": 4024278, + "TP": 1166, + "n_pred": 6012, + "n_ref": 1212 + }, + "14": { + "Dice": 0.0011419622173643512, + "FN": 10503, + "FP": 111953, + "IoU": 0.0005713073143659305, + "TN": 3907810, + "TP": 70, + "n_pred": 112023, + "n_ref": 10573 + }, + "15": { + "Dice": 0.05786563196969234, + "FN": 1878, + "FP": 183144, + "IoU": 0.0297948653410521, + "TN": 3839632, + "TP": 5682, + "n_pred": 188826, + "n_ref": 7560 + }, + "2": { + "Dice": 0.9554474478784866, + "FN": 4307, + "FP": 4384, + "IoU": 0.9146954319703186, + "TN": 3928454, + "TP": 93191, + "n_pred": 97575, + "n_ref": 97498 + }, + "3": { + "Dice": 0.8899387809422411, + "FN": 3297, + "FP": 1665, + "IoU": 0.80170243376094, + "TN": 4005313, + "TP": 20061, + "n_pred": 21726, + "n_ref": 23358 + }, + "4": { + "Dice": 0.5614035087719298, + "FN": 17, + "FP": 58, + "IoU": 0.3902439024390244, + "TN": 4030213, + "TP": 48, + "n_pred": 106, + "n_ref": 65 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4030336, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.2059996824037226, + "FN": 4527, + "FP": 325477, + "IoU": 0.11482700442312903, + "TN": 3657523, + "TP": 42809, + "n_pred": 368286, + "n_ref": 47336 + }, + "7": { + "Dice": 0.9557855207471231, + "FN": 7897, + "FP": 12778, + "IoU": 0.915315330075653, + "TN": 3786195, + "TP": 223466, + "n_pred": 236244, + "n_ref": 231363 + }, + "8": { + "Dice": 0.9464142895227939, + "FN": 149, + "FP": 52, + "IoU": 0.8982793522267206, + "TN": 4028360, + "TP": 1775, + "n_pred": 1827, + "n_ref": 1924 + }, + "9": { + "Dice": 0.6511627906976745, + "FN": 8, + "FP": 7, + "IoU": 0.4827586206896552, + "TN": 4030307, + "TP": 14, + "n_pred": 21, + "n_ref": 22 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0350.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0350.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9878735365498097, + "FN": 1694, + "FP": 1259, + "IoU": 0.9760376516411734, + "TN": 1278621, + "TP": 120282, + "n_pred": 121541, + "n_ref": 121976 + }, + "10": { + "Dice": 0.86689821628304, + "FN": 2783, + "FP": 1739, + "IoU": 0.7650665004156276, + "TN": 1382608, + "TP": 14726, + "n_pred": 16465, + "n_ref": 17509 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.08343265792610251, + "FN": 759, + "FP": 3855, + "IoU": 0.043532338308457715, + "TN": 1397032, + "TP": 210, + "n_pred": 4065, + "n_ref": 969 + }, + "14": { + "Dice": 0.2952433506235515, + "FN": 31853, + "FP": 76, + "IoU": 0.17318797420825024, + "TN": 1363239, + "TP": 6688, + "n_pred": 6764, + "n_ref": 38541 + }, + "15": { + "Dice": 0.8956718396631054, + "FN": 8510, + "FP": 4868, + "IoU": 0.8110558725495735, + "TN": 1331052, + "TP": 57426, + "n_pred": 62294, + "n_ref": 65936 + }, + "2": { + "Dice": 0.9606469002695418, + "FN": 300, + "FP": 211, + "IoU": 0.9242738589211619, + "TN": 1395108, + "TP": 6237, + "n_pred": 6448, + "n_ref": 6537 + }, + "3": { + "Dice": 0.9333582228859436, + "FN": 145, + "FP": 212, + "IoU": 0.8750437521876093, + "TN": 1398999, + "TP": 2500, + "n_pred": 2712, + "n_ref": 2645 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9757748098695999, + "FN": 2582, + "FP": 4327, + "IoU": 0.9526955783477344, + "TN": 1255802, + "TP": 139145, + "n_pred": 143472, + "n_ref": 141727 + }, + "7": { + "Dice": 0.9498248277472848, + "FN": 2229, + "FP": 14957, + "IoU": 0.9044441849732837, + "TN": 1222003, + "TP": 162667, + "n_pred": 177624, + "n_ref": 164896 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0374.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0374.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9009978062415965, + "FN": 1142, + "FP": 257, + "IoU": 0.8198325820991629, + "TN": 1919787, + "TP": 6366, + "n_pred": 6623, + "n_ref": 7508 + }, + "10": { + "Dice": 0.8561053109396278, + "FN": 1914, + "FP": 8547, + "IoU": 0.7484126984126984, + "TN": 1885972, + "TP": 31119, + "n_pred": 39666, + "n_ref": 33033 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.30311231393775373, + "FN": 371, + "FP": 144, + "IoU": 0.17862838915470494, + "TN": 1926925, + "TP": 112, + "n_pred": 256, + "n_ref": 483 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 4613, + "IoU": 0.0, + "TN": 1922939, + "TP": 0, + "n_pred": 4613, + "n_ref": 0 + }, + "2": { + "Dice": 0.9403099996652271, + "FN": 7565, + "FP": 1350, + "IoU": 0.8873444114487901, + "TN": 1848417, + "TP": 70220, + "n_pred": 71570, + "n_ref": 77785 + }, + "3": { + "Dice": 0.20907905653668366, + "FN": 219, + "FP": 6454, + "IoU": 0.11674387822634018, + "TN": 1919997, + "TP": 882, + "n_pred": 7336, + "n_ref": 1101 + }, + "4": { + "Dice": 0.9019910331196066, + "FN": 753, + "FP": 1280, + "IoU": 0.8214787495609414, + "TN": 1916164, + "TP": 9355, + "n_pred": 10635, + "n_ref": 10108 + }, + "5": { + "Dice": 0.9323815189371406, + "FN": 267, + "FP": 74, + "IoU": 0.8733283803863299, + "TN": 1924860, + "TP": 2351, + "n_pred": 2425, + "n_ref": 2618 + }, + "6": { + "Dice": 0.9740917359028562, + "FN": 2310, + "FP": 4014, + "IoU": 0.949492045236726, + "TN": 1802344, + "TP": 118884, + "n_pred": 122898, + "n_ref": 121194 + }, + "7": { + "Dice": 0.9875529968592142, + "FN": 7224, + "FP": 2743, + "IoU": 0.9754120401321291, + "TN": 1522191, + "TP": 395394, + "n_pred": 398137, + "n_ref": 402618 + }, + "8": { + "Dice": 0.9751364955651627, + "FN": 616, + "FP": 609, + "IoU": 0.9514793836891512, + "TN": 1902305, + "TP": 24022, + "n_pred": 24631, + "n_ref": 24638 + }, + "9": { + "Dice": 0.0, + "FN": 9, + "FP": 0, + "IoU": 0.0, + "TN": 1927543, + "TP": 0, + "n_pred": 0, + "n_ref": 9 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0379.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0379.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9604062307006107, + "FN": 540, + "FP": 37, + "IoU": 0.9238283828382838, + "TN": 1043817, + "TP": 6998, + "n_pred": 7035, + "n_ref": 7538 + }, + "10": { + "Dice": 0.9329692727762181, + "FN": 1161, + "FP": 582, + "IoU": 0.8743602681467599, + "TN": 1037519, + "TP": 12130, + "n_pred": 12712, + "n_ref": 13291 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8360867691423646, + "FN": 567, + "FP": 574, + "IoU": 0.7183411503332511, + "TN": 1047341, + "TP": 2910, + "n_pred": 3484, + "n_ref": 3477 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9774427631208865, + "FN": 197, + "FP": 204, + "IoU": 0.9558807349543404, + "TN": 1042303, + "TP": 8688, + "n_pred": 8892, + "n_ref": 8885 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9558560857361572, + "FN": 120, + "FP": 1610, + "IoU": 0.9154447702834799, + "TN": 1030932, + "TP": 18730, + "n_pred": 20340, + "n_ref": 18850 + }, + "7": { + "Dice": 0.9665240269445753, + "FN": 736, + "FP": 899, + "IoU": 0.9352167366669308, + "TN": 1026154, + "TP": 23603, + "n_pred": 24502, + "n_ref": 24339 + }, + "8": { + "Dice": 0.9552913286661481, + "FN": 122, + "FP": 1085, + "IoU": 0.914409303644873, + "TN": 1037290, + "TP": 12895, + "n_pred": 13980, + "n_ref": 13017 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0398.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0398.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 627, + "IoU": 0.0, + "TN": 700301, + "TP": 0, + "n_pred": 627, + "n_ref": 0 + }, + "15": { + "Dice": 0.8947405557201925, + "FN": 3261, + "FP": 4198, + "IoU": 0.8095298894308113, + "TN": 661767, + "TP": 31702, + "n_pred": 35900, + "n_ref": 34963 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9587236454930756, + "FN": 939, + "FP": 590, + "IoU": 0.9207196930415845, + "TN": 681642, + "TP": 17757, + "n_pred": 18347, + "n_ref": 18696 + }, + "7": { + "Dice": 0.7772702357025397, + "FN": 467, + "FP": 752, + "IoU": 0.6356843992827257, + "TN": 697582, + "TP": 2127, + "n_pred": 2879, + "n_ref": 2594 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0401.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0401.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": 0.642884041434528, + "FN": 2328.7177777777774, + "FP": 3195.431111111111, + "IoU": 0.5601898051436439, + "TN": 1047451.6822222221, + "TP": 15939.368888888888, + "n_pred": 19134.8, + "n_ref": 18268.08666666667 + }, + "mean": { + "1": { + "Dice": 0.8418398521800879, + "FN": 418.3333333333333, + "FP": 966.3666666666667, + "IoU": 0.7752610646725635, + "TN": 1058960.0333333334, + "TP": 8570.466666666667, + "n_pred": 9536.833333333334, + "n_ref": 8988.8 + }, + "10": { + "Dice": 0.6930938411221413, + "FN": 3063.766666666667, + "FP": 3417.0666666666666, + "IoU": 0.5899678615148202, + "TN": 1052334.9333333333, + "TP": 10099.433333333332, + "n_pred": 13516.5, + "n_ref": 13163.2 + }, + "11": { + "Dice": 0.5102116575235095, + "FN": 125.33333333333333, + "FP": 45.833333333333336, + "IoU": 0.41422551826721965, + "TN": 1068484.2, + "TP": 259.8333333333333, + "n_pred": 305.6666666666667, + "n_ref": 385.1666666666667 + }, + "12": { + "Dice": 0.4390262520892079, + "FN": 285.53333333333336, + "FP": 101.46666666666667, + "IoU": 0.32150653868538054, + "TN": 1068207.2, + "TP": 321.0, + "n_pred": 422.46666666666664, + "n_ref": 606.5333333333333 + }, + "13": { + "Dice": 0.41011109413408503, + "FN": 3659.233333333333, + "FP": 4301.2, + "IoU": 0.3223863693334555, + "TN": 1056180.2, + "TP": 4774.566666666667, + "n_pred": 9075.766666666666, + "n_ref": 8433.8 + }, + "14": { + "Dice": 0.6889660489293357, + "FN": 360.43333333333334, + "FP": 7955.4, + "IoU": 0.6171378305994449, + "TN": 1052195.6333333333, + "TP": 8403.733333333334, + "n_pred": 16359.133333333333, + "n_ref": 8764.166666666666 + }, + "15": { + "Dice": 0.6506220618167463, + "FN": 501.0, + "FP": 1082.4333333333334, + "IoU": 0.5461218111098017, + "TN": 1064590.8333333333, + "TP": 2740.9333333333334, + "n_pred": 3823.366666666667, + "n_ref": 3241.9333333333334 + }, + "2": { + "Dice": 0.6506296236714108, + "FN": 8484.933333333332, + "FP": 1690.5666666666666, + "IoU": 0.6120847095673072, + "TN": 1038537.4333333333, + "TP": 20202.266666666666, + "n_pred": 21892.833333333332, + "n_ref": 28687.2 + }, + "3": { + "Dice": 0.6764090599841959, + "FN": 2028.4666666666667, + "FP": 6037.433333333333, + "IoU": 0.6192890860298258, + "TN": 1045825.7333333333, + "TP": 15023.566666666668, + "n_pred": 21061.0, + "n_ref": 17052.033333333333 + }, + "4": { + "Dice": 0.5038883177354554, + "FN": 3803.4, + "FP": 1488.6, + "IoU": 0.4098383393106914, + "TN": 1058372.9, + "TP": 5250.3, + "n_pred": 6738.9, + "n_ref": 9053.7 + }, + "5": { + "Dice": 0.4918811351345745, + "FN": 635.1333333333333, + "FP": 211.43333333333334, + "IoU": 0.37402509263119826, + "TN": 1066747.9333333333, + "TP": 1320.7, + "n_pred": 1532.1333333333334, + "n_ref": 1955.8333333333333 + }, + "6": { + "Dice": 0.9102769783292348, + "FN": 2964.0333333333333, + "FP": 5047.2, + "IoU": 0.8490285582831008, + "TN": 986149.5666666667, + "TP": 74754.4, + "n_pred": 79801.6, + "n_ref": 77718.43333333333 + }, + "7": { + "Dice": 0.6302506677020063, + "FN": 5892.766666666666, + "FP": 13075.233333333334, + "IoU": 0.5692759427748958, + "TN": 981439.4333333333, + "TP": 68507.76666666666, + "n_pred": 81583.0, + "n_ref": 74400.53333333334 + }, + "8": { + "Dice": 0.7581582932704631, + "FN": 1578.8666666666666, + "FP": 1432.2333333333333, + "IoU": 0.6969897758201877, + "TN": 1053881.1, + "TP": 12023.0, + "n_pred": 13455.233333333334, + "n_ref": 13601.866666666667 + }, + "9": { + "Dice": 0.7878957378954677, + "FN": 1129.5333333333333, + "FP": 1079.0, + "IoU": 0.6857085785547676, + "TN": 1059868.1, + "TP": 6838.566666666667, + "n_pred": 7917.566666666667, + "n_ref": 7968.1 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9351049639328127, + "FN": 1585, + "FP": 3426, + "IoU": 0.8781193753952425, + "TN": 1185510, + "TP": 36103, + "n_pred": 39529, + "n_ref": 37688 + }, + "10": { + "Dice": 0.7376481018779721, + "FN": 2112, + "FP": 7653, + "IoU": 0.5843442727620993, + "TN": 1203131, + "TP": 13728, + "n_pred": 21381, + "n_ref": 15840 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6353446219890293, + "FN": 1280, + "FP": 249, + "IoU": 0.4655714785040196, + "TN": 1223763, + "TP": 1332, + "n_pred": 1581, + "n_ref": 2612 + }, + "13": { + "Dice": 0.5851207729468599, + "FN": 802, + "FP": 1345, + "IoU": 0.41354821087134663, + "TN": 1222963, + "TP": 1514, + "n_pred": 2859, + "n_ref": 2316 + }, + "14": { + "Dice": 0.8207024029574861, + "FN": 663, + "FP": 2053, + "IoU": 0.6959247648902821, + "TN": 1217692, + "TP": 6216, + "n_pred": 8269, + "n_ref": 6879 + }, + "15": { + "Dice": 0.8544425871158544, + "FN": 5808, + "FP": 5512, + "IoU": 0.7458749579077337, + "TN": 1182079, + "TP": 33225, + "n_pred": 38737, + "n_ref": 39033 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.878581173260573, + "FN": 230, + "FP": 37, + "IoU": 0.7834549878345499, + "TN": 1225391, + "TP": 966, + "n_pred": 1003, + "n_ref": 1196 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7121013543031892, + "FN": 487, + "FP": 172, + "IoU": 0.5529172320217096, + "TN": 1225150, + "TP": 815, + "n_pred": 987, + "n_ref": 1302 + }, + "6": { + "Dice": 0.9384848537034804, + "FN": 5016, + "FP": 2128, + "IoU": 0.8840993526825549, + "TN": 1164985, + "TP": 54495, + "n_pred": 56623, + "n_ref": 59511 + }, + "7": { + "Dice": 0.9269512715954764, + "FN": 19276, + "FP": 5696, + "IoU": 0.8638482550309956, + "TN": 1043211, + "TP": 158441, + "n_pred": 164137, + "n_ref": 177717 + }, + "8": { + "Dice": 0.9016332128163571, + "FN": 665, + "FP": 124, + "IoU": 0.8208853575482407, + "TN": 1222219, + "TP": 3616, + "n_pred": 3740, + "n_ref": 4281 + }, + "9": { + "Dice": 0.698361139819873, + "FN": 1493, + "FP": 550, + "IoU": 0.536524500907441, + "TN": 1222216, + "TP": 2365, + "n_pred": 2915, + "n_ref": 3858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0001.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0001.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9571411468933317, + "FN": 952, + "FP": 1196, + "IoU": 0.9178050740443118, + "TN": 499563, + "TP": 23985, + "n_pred": 25181, + "n_ref": 24937 + }, + "10": { + "Dice": 0.8531354307222498, + "FN": 2219, + "FP": 1917, + "IoU": 0.7438850702829897, + "TN": 509547, + "TP": 12013, + "n_pred": 13930, + "n_ref": 14232 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7278195488721805, + "FN": 1146, + "FP": 302, + "IoU": 0.5721040189125296, + "TN": 522312, + "TP": 1936, + "n_pred": 2238, + "n_ref": 3082 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1490, + "IoU": 0.0, + "TN": 524206, + "TP": 0, + "n_pred": 1490, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9391022836643625, + "FN": 2222, + "FP": 562, + "IoU": 0.8851958762886598, + "TN": 501446, + "TP": 21466, + "n_pred": 22028, + "n_ref": 23688 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9285122063565178, + "FN": 1071, + "FP": 481, + "IoU": 0.8665634941105665, + "TN": 514065, + "TP": 10079, + "n_pred": 10560, + "n_ref": 11150 + }, + "7": { + "Dice": 0.7191095547773887, + "FN": 3555, + "FP": 937, + "IoU": 0.5614137863698496, + "TN": 515454, + "TP": 5750, + "n_pred": 6687, + "n_ref": 9305 + }, + "8": { + "Dice": 0.9399533421239477, + "FN": 900, + "FP": 284, + "IoU": 0.8867094057984882, + "TN": 515245, + "TP": 9267, + "n_pred": 9551, + "n_ref": 10167 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0004.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0004.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8259440287209654, + "FN": 4960, + "FP": 3088, + "IoU": 0.7034962973879085, + "TN": 1024249, + "TP": 19095, + "n_pred": 22183, + "n_ref": 24055 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.16711893912242076, + "FN": 12680, + "FP": 3587, + "IoU": 0.09117827811609587, + "TN": 1033493, + "TP": 1632, + "n_pred": 5219, + "n_ref": 14312 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1788, + "IoU": 0.0, + "TN": 1049604, + "TP": 0, + "n_pred": 1788, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.890662777756457, + "FN": 806, + "FP": 2043, + "IoU": 0.8028782951636338, + "TN": 1036939, + "TP": 11604, + "n_pred": 13647, + "n_ref": 12410 + }, + "7": { + "Dice": 0.9607201560075377, + "FN": 11970, + "FP": 5977, + "IoU": 0.924409495249006, + "TN": 813968, + "TP": 219477, + "n_pred": 225454, + "n_ref": 231447 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.6509090909090909, + "FN": 149, + "FP": 43, + "IoU": 0.48247978436657685, + "TN": 1051021, + "TP": 179, + "n_pred": 222, + "n_ref": 328 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0011.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0011.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.7872179312433742, + "FN": 935, + "FP": 470, + "IoU": 0.6491008991008991, + "TN": 872156, + "TP": 2599, + "n_pred": 3069, + "n_ref": 3534 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 876153, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "13": { + "Dice": 0.5358255451713395, + "FN": 592, + "FP": 4, + "IoU": 0.3659574468085106, + "TN": 875220, + "TP": 344, + "n_pred": 348, + "n_ref": 936 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9739750445632799, + "FN": 544, + "FP": 332, + "IoU": 0.9492703266157053, + "TN": 858892, + "TP": 16392, + "n_pred": 16724, + "n_ref": 16936 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.22518610421836227, + "FN": 2457, + "FP": 41, + "IoU": 0.1268787137364558, + "TN": 873299, + "TP": 363, + "n_pred": 404, + "n_ref": 2820 + }, + "6": { + "Dice": 0.8902616039323062, + "FN": 1541, + "FP": 11765, + "IoU": 0.8022265491460931, + "TN": 808881, + "TP": 53973, + "n_pred": 65738, + "n_ref": 55514 + }, + "7": { + "Dice": 0.8966488730723606, + "FN": 12096, + "FP": 450, + "IoU": 0.8126595887649509, + "TN": 809191, + "TP": 54423, + "n_pred": 54873, + "n_ref": 66519 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9009474590869939, + "FN": 195, + "FP": 380, + "IoU": 0.8197492163009404, + "TN": 872970, + "TP": 2615, + "n_pred": 2995, + "n_ref": 2810 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0017.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0017.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7300585849481749, + "FN": 16863, + "FP": 4102, + "IoU": 0.5748757984386089, + "TN": 1352541, + "TP": 28350, + "n_pred": 32452, + "n_ref": 45213 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.3726778007130794, + "FN": 7409, + "FP": 36050, + "IoU": 0.22901291512915128, + "TN": 1345488, + "TP": 12909, + "n_pred": 48959, + "n_ref": 20318 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.5282669138090825, + "FN": 475, + "FP": 34, + "IoU": 0.3589420654911839, + "TN": 1401062, + "TP": 285, + "n_pred": 319, + "n_ref": 760 + }, + "5": { + "Dice": 0.0, + "FN": 6, + "FP": 0, + "IoU": 0.0, + "TN": 1401850, + "TP": 0, + "n_pred": 0, + "n_ref": 6 + }, + "6": { + "Dice": 0.7079575065143315, + "FN": 519, + "FP": 938, + "IoU": 0.5479367049332919, + "TN": 1398633, + "TP": 1766, + "n_pred": 2704, + "n_ref": 2285 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 310, + "IoU": 0.0, + "TN": 1401546, + "TP": 0, + "n_pred": 310, + "n_ref": 0 + }, + "8": { + "Dice": 0.8246351899937827, + "FN": 1064, + "FP": 3731, + "IoU": 0.7015993527910884, + "TN": 1385787, + "TP": 11274, + "n_pred": 15005, + "n_ref": 12338 + }, + "9": { + "Dice": 0.780980423730763, + "FN": 3116, + "FP": 6405, + "IoU": 0.6406627415458938, + "TN": 1375360, + "TP": 16975, + "n_pred": 23380, + "n_ref": 20091 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0044.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0044.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 9120, + "IoU": 0.0, + "TN": 691808, + "TP": 0, + "n_pred": 9120, + "n_ref": 0 + }, + "10": { + "Dice": 0.2967772681241437, + "FN": 3984, + "FP": 7821, + "IoU": 0.17424454392837158, + "TN": 686632, + "TP": 2491, + "n_pred": 10312, + "n_ref": 6475 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 122, + "FP": 0, + "IoU": 0.0, + "TN": 700806, + "TP": 0, + "n_pred": 0, + "n_ref": 122 + }, + "13": { + "Dice": 0.05536239636266382, + "FN": 6837, + "FP": 227, + "IoU": 0.028469261449594278, + "TN": 693657, + "TP": 207, + "n_pred": 434, + "n_ref": 7044 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.5253374076903489, + "FN": 7325, + "FP": 131, + "IoU": 0.35624244517354514, + "TN": 689346, + "TP": 4126, + "n_pred": 4257, + "n_ref": 11451 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8860415013040027, + "FN": 806, + "FP": 1204, + "IoU": 0.7953990228013029, + "TN": 691104, + "TP": 7814, + "n_pred": 9018, + "n_ref": 8620 + }, + "7": { + "Dice": 0.8413096611304257, + "FN": 20250, + "FP": 19096, + "IoU": 0.7260867143772103, + "TN": 557284, + "TP": 104298, + "n_pred": 123394, + "n_ref": 124548 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0057.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0057.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7840696950840075, + "FN": 376, + "FP": 318, + "IoU": 0.6448311156601843, + "TN": 1399902, + "TP": 1260, + "n_pred": 1578, + "n_ref": 1636 + }, + "10": { + "Dice": 0.6571122421644789, + "FN": 23968, + "FP": 9312, + "IoU": 0.4893277478555755, + "TN": 1336687, + "TP": 31889, + "n_pred": 41201, + "n_ref": 55857 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 524, + "IoU": 0.0, + "TN": 1401332, + "TP": 0, + "n_pred": 524, + "n_ref": 0 + }, + "13": { + "Dice": 0.21520198042083943, + "FN": 6444, + "FP": 21454, + "IoU": 0.12057497714591936, + "TN": 1370133, + "TP": 3825, + "n_pred": 25279, + "n_ref": 10269 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9360852571492844, + "FN": 10395, + "FP": 3243, + "IoU": 0.8798498784226663, + "TN": 1288348, + "TP": 99870, + "n_pred": 103113, + "n_ref": 110265 + }, + "3": { + "Dice": 0.9596773544999075, + "FN": 6838, + "FP": 3190, + "IoU": 0.922480500305347, + "TN": 1272495, + "TP": 119333, + "n_pred": 122523, + "n_ref": 126171 + }, + "4": { + "Dice": 0.8813707491913629, + "FN": 2265, + "FP": 1806, + "IoU": 0.7879024695217255, + "TN": 1382662, + "TP": 15123, + "n_pred": 16929, + "n_ref": 17388 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9719497668496648, + "FN": 4523, + "FP": 12573, + "IoU": 0.9454302285125141, + "TN": 1088569, + "TP": 296191, + "n_pred": 308764, + "n_ref": 300714 + }, + "7": { + "Dice": 0.7230616958099637, + "FN": 33317, + "FP": 4456, + "IoU": 0.566246382802811, + "TN": 1314772, + "TP": 49311, + "n_pred": 53767, + "n_ref": 82628 + }, + "8": { + "Dice": 0.937325503032637, + "FN": 151, + "FP": 500, + "IoU": 0.8820438485232832, + "TN": 1396337, + "TP": 4868, + "n_pred": 5368, + "n_ref": 5019 + }, + "9": { + "Dice": 0.8514876771804367, + "FN": 2837, + "FP": 5304, + "IoU": 0.7413831443184346, + "TN": 1370377, + "TP": 23338, + "n_pred": 28642, + "n_ref": 26175 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0058.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0058.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.09633062371799742, + "FN": 90, + "FP": 11805, + "IoU": 0.05060260196344481, + "TN": 863631, + "TP": 634, + "n_pred": 12439, + "n_ref": 724 + }, + "11": { + "Dice": 0.0, + "FN": 367, + "FP": 0, + "IoU": 0.0, + "TN": 875793, + "TP": 0, + "n_pred": 0, + "n_ref": 367 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.08218891417510267, + "FN": 31814, + "FP": 3273, + "IoU": 0.04285558404713841, + "TN": 839502, + "TP": 1571, + "n_pred": 4844, + "n_ref": 33385 + }, + "14": { + "Dice": 0.8645982874225202, + "FN": 2552, + "FP": 5465, + "IoU": 0.7614910897569392, + "TN": 842547, + "TP": 25596, + "n_pred": 31061, + "n_ref": 28148 + }, + "15": { + "Dice": 0.584740158028473, + "FN": 6281, + "FP": 17579, + "IoU": 0.4131680562729039, + "TN": 835501, + "TP": 16799, + "n_pred": 34378, + "n_ref": 23080 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9504102096627165, + "FN": 1050, + "FP": 38, + "IoU": 0.9055063401076949, + "TN": 864646, + "TP": 10426, + "n_pred": 10464, + "n_ref": 11476 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 9269, + "IoU": 0.0, + "TN": 866891, + "TP": 0, + "n_pred": 9269, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6939853908718852, + "FN": 3198, + "FP": 20430, + "IoU": 0.5313764379214597, + "TN": 825740, + "TP": 26792, + "n_pred": 47222, + "n_ref": 29990 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 4042, + "IoU": 0.0, + "TN": 872118, + "TP": 0, + "n_pred": 4042, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.6433620499226861, + "FN": 4040, + "FP": 2418, + "IoU": 0.47423267931287144, + "TN": 863877, + "TP": 5825, + "n_pred": 8243, + "n_ref": 9865 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0067.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0067.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9288595526219289, + "FN": 241, + "FP": 535, + "IoU": 0.8671687778158165, + "TN": 695086, + "TP": 5066, + "n_pred": 5601, + "n_ref": 5307 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.952610849955533, + "FN": 2709, + "FP": 5497, + "IoU": 0.9095099466278506, + "TN": 610244, + "TP": 82478, + "n_pred": 87975, + "n_ref": 85187 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7380546075085325, + "FN": 258, + "FP": 1584, + "IoU": 0.5848546315077755, + "TN": 696491, + "TP": 2595, + "n_pred": 4179, + "n_ref": 2853 + }, + "6": { + "Dice": 0.8982084920299055, + "FN": 6671, + "FP": 545, + "IoU": 0.8152254628325609, + "TN": 661875, + "TP": 31837, + "n_pred": 32382, + "n_ref": 38508 + }, + "7": { + "Dice": 0.6581749843391105, + "FN": 1222, + "FP": 415, + "IoU": 0.4905073140367258, + "TN": 697715, + "TP": 1576, + "n_pred": 1991, + "n_ref": 2798 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 216, + "IoU": 0.0, + "TN": 700712, + "TP": 0, + "n_pred": 216, + "n_ref": 0 + }, + "9": { + "Dice": 0.7984696748058963, + "FN": 196, + "FP": 1595, + "IoU": 0.664543922082787, + "TN": 695589, + "TP": 3548, + "n_pred": 5143, + "n_ref": 3744 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0076.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0076.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8648648648648649, + "FN": 5, + "FP": 0, + "IoU": 0.7619047619047619, + "TN": 1051371, + "TP": 16, + "n_pred": 16, + "n_ref": 21 + }, + "10": { + "Dice": 0.8751503573197481, + "FN": 3042, + "FP": 4016, + "IoU": 0.7780154112281805, + "TN": 1019597, + "TP": 24737, + "n_pred": 28753, + "n_ref": 27779 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5893958076448829, + "FN": 329, + "FP": 4, + "IoU": 0.4178321678321678, + "TN": 1050820, + "TP": 239, + "n_pred": 243, + "n_ref": 568 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9741280475170937, + "FN": 141, + "FP": 7351, + "IoU": 0.9495610491732644, + "TN": 902856, + "TP": 141044, + "n_pred": 148395, + "n_ref": 141185 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 38, + "IoU": 0.0, + "TN": 1051354, + "TP": 0, + "n_pred": 38, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9747977598008711, + "FN": 1860, + "FP": 1218, + "IoU": 0.950834597875569, + "TN": 988787, + "TP": 59527, + "n_pred": 60745, + "n_ref": 61387 + }, + "7": { + "Dice": 0.9583801218492415, + "FN": 1910, + "FP": 1574, + "IoU": 0.9200862444663623, + "TN": 1007795, + "TP": 40113, + "n_pred": 41687, + "n_ref": 42023 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0084.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0084.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7679924242424242, + "FN": 438, + "FP": 52, + "IoU": 0.6233666410453498, + "TN": 699627, + "TP": 811, + "n_pred": 863, + "n_ref": 1249 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 700925, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8803184188855339, + "FN": 633, + "FP": 1111, + "IoU": 0.7862221132630547, + "TN": 692770, + "TP": 6414, + "n_pred": 7525, + "n_ref": 7047 + }, + "6": { + "Dice": 0.9631065502311016, + "FN": 2579, + "FP": 4996, + "IoU": 0.9288384939125207, + "TN": 594480, + "TP": 98873, + "n_pred": 103869, + "n_ref": 101452 + }, + "7": { + "Dice": 0.9289528482774262, + "FN": 3968, + "FP": 2924, + "IoU": 0.867331421201563, + "TN": 648979, + "TP": 45057, + "n_pred": 47981, + "n_ref": 49025 + }, + "8": { + "Dice": 0.9448149281125726, + "FN": 817, + "FP": 987, + "IoU": 0.8954020989157535, + "TN": 683681, + "TP": 15443, + "n_pred": 16430, + "n_ref": 16260 + }, + "9": { + "Dice": 0.9197023110066588, + "FN": 72, + "FP": 133, + "IoU": 0.851341551849166, + "TN": 699549, + "TP": 1174, + "n_pred": 1307, + "n_ref": 1246 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0098.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0098.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9036082474226804, + "FN": 1712, + "FP": 532, + "IoU": 0.8241654913023038, + "TN": 688166, + "TP": 10518, + "n_pred": 11050, + "n_ref": 12230 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8873850346315431, + "FN": 2924, + "FP": 2035, + "IoU": 0.7975670490264114, + "TN": 676431, + "TP": 19538, + "n_pred": 21573, + "n_ref": 22462 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8978162340337865, + "FN": 466, + "FP": 30, + "IoU": 0.8145794392523364, + "TN": 698253, + "TP": 2179, + "n_pred": 2209, + "n_ref": 2645 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 296, + "IoU": 0.0, + "TN": 700632, + "TP": 0, + "n_pred": 296, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 51, + "IoU": 0.0, + "TN": 700877, + "TP": 0, + "n_pred": 51, + "n_ref": 0 + }, + "8": { + "Dice": 0.8780134786738433, + "FN": 2570, + "FP": 127, + "IoU": 0.782552608239942, + "TN": 688525, + "TP": 9706, + "n_pred": 9833, + "n_ref": 12276 + }, + "9": { + "Dice": 0.9286629834254143, + "FN": 1311, + "FP": 1917, + "IoU": 0.8668261891992244, + "TN": 676689, + "TP": 21011, + "n_pred": 22928, + "n_ref": 22322 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0170.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0170.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9697717458359038, + "FN": 1010, + "FP": 264, + "IoU": 0.9413173652694611, + "TN": 1029682, + "TP": 20436, + "n_pred": 20700, + "n_ref": 21446 + }, + "10": { + "Dice": 0.8284377829192234, + "FN": 2071, + "FP": 11573, + "IoU": 0.7071223114240329, + "TN": 1004806, + "TP": 32942, + "n_pred": 44515, + "n_ref": 35013 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6091566265060241, + "FN": 761, + "FP": 50, + "IoU": 0.437976437976438, + "TN": 1049949, + "TP": 632, + "n_pred": 682, + "n_ref": 1393 + }, + "13": { + "Dice": 0.7948878872596565, + "FN": 2172, + "FP": 5018, + "IoU": 0.6595966291070922, + "TN": 1030270, + "TP": 13932, + "n_pred": 18950, + "n_ref": 16104 + }, + "14": { + "Dice": 0.8859788775029711, + "FN": 6383, + "FP": 3787, + "IoU": 0.7952980958898596, + "TN": 1001710, + "TP": 39512, + "n_pred": 43299, + "n_ref": 45895 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 2670, + "IoU": 0.0, + "TN": 1048722, + "TP": 0, + "n_pred": 2670, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 1051391, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "3": { + "Dice": 0.9740103958416634, + "FN": 261, + "FP": 64, + "IoU": 0.9493374902572097, + "TN": 1044977, + "TP": 6090, + "n_pred": 6154, + "n_ref": 6351 + }, + "4": { + "Dice": 0.9264902106135263, + "FN": 8315, + "FP": 114, + "IoU": 0.8630477521243928, + "TN": 989845, + "TP": 53118, + "n_pred": 53232, + "n_ref": 61433 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9668765565348721, + "FN": 6583, + "FP": 2102, + "IoU": 0.9358770848253509, + "TN": 915949, + "TP": 126758, + "n_pred": 128860, + "n_ref": 133341 + }, + "7": { + "Dice": 0.9128060622215453, + "FN": 6251, + "FP": 5198, + "IoU": 0.8395981898931029, + "TN": 980015, + "TP": 59928, + "n_pred": 65126, + "n_ref": 66179 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0180.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0180.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8701342852286249, + "FN": 318, + "FP": 1210, + "IoU": 0.7701218594854822, + "TN": 1219977, + "TP": 5119, + "n_pred": 6329, + "n_ref": 5437 + }, + "10": { + "Dice": 0.8469691193290125, + "FN": 1565, + "FP": 442, + "IoU": 0.7345589207776749, + "TN": 1219063, + "TP": 5554, + "n_pred": 5996, + "n_ref": 7119 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7610160705028512, + "FN": 402, + "FP": 59, + "IoU": 0.6142259414225941, + "TN": 1225429, + "TP": 734, + "n_pred": 793, + "n_ref": 1136 + }, + "13": { + "Dice": 0.0, + "FN": 14, + "FP": 827, + "IoU": 0.0, + "TN": 1225783, + "TP": 0, + "n_pred": 827, + "n_ref": 14 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 3343, + "IoU": 0.0, + "TN": 1223281, + "TP": 0, + "n_pred": 3343, + "n_ref": 0 + }, + "3": { + "Dice": 0.9284151867090256, + "FN": 10196, + "FP": 800, + "IoU": 0.8663944983110982, + "TN": 1144322, + "TP": 71306, + "n_pred": 72106, + "n_ref": 81502 + }, + "4": { + "Dice": 0.7768486329042563, + "FN": 636, + "FP": 8864, + "IoU": 0.6351206022430481, + "TN": 1200588, + "TP": 16536, + "n_pred": 25400, + "n_ref": 17172 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9693727314956972, + "FN": 5999, + "FP": 1781, + "IoU": 0.9405657710789069, + "TN": 1095723, + "TP": 123121, + "n_pred": 124902, + "n_ref": 129120 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 2186, + "IoU": 0.0, + "TN": 1224438, + "TP": 0, + "n_pred": 2186, + "n_ref": 0 + }, + "8": { + "Dice": 0.9045743192336669, + "FN": 4095, + "FP": 338, + "IoU": 0.825774249331866, + "TN": 1201180, + "TP": 21011, + "n_pred": 21349, + "n_ref": 25106 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0181.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0181.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.935723951285521, + "FN": 1149, + "FP": 1131, + "IoU": 0.8792116973935156, + "TN": 1207748, + "TP": 16596, + "n_pred": 17727, + "n_ref": 17745 + }, + "11": { + "Dice": 0.7068239258635215, + "FN": 525, + "FP": 171, + "IoU": 0.5465798045602606, + "TN": 1225089, + "TP": 839, + "n_pred": 1010, + "n_ref": 1364 + }, + "12": { + "Dice": 0.3322475570032573, + "FN": 203, + "FP": 2, + "IoU": 0.19921875, + "TN": 1226368, + "TP": 51, + "n_pred": 53, + "n_ref": 254 + }, + "13": { + "Dice": 0.6499507810033246, + "FN": 5938, + "FP": 12909, + "IoU": 0.48142747083425047, + "TN": 1190280, + "TP": 17497, + "n_pred": 30406, + "n_ref": 23435 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 207004, + "IoU": 0.0, + "TN": 1019620, + "TP": 0, + "n_pred": 207004, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.958584134399425, + "FN": 207, + "FP": 1176, + "IoU": 0.9204623878536922, + "TN": 1209236, + "TP": 16005, + "n_pred": 17181, + "n_ref": 16212 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.6317962835512733, + "FN": 127, + "FP": 2013, + "IoU": 0.46177062374245476, + "TN": 1222648, + "TP": 1836, + "n_pred": 3849, + "n_ref": 1963 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9484435628403891, + "FN": 1160, + "FP": 1803, + "IoU": 0.9019426150842241, + "TN": 1196407, + "TP": 27254, + "n_pred": 29057, + "n_ref": 28414 + }, + "7": { + "Dice": 0.0004569281734296267, + "FN": 14334, + "FP": 221919, + "IoU": 0.0002285162944813315, + "TN": 990317, + "TP": 54, + "n_pred": 221973, + "n_ref": 14388 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9299661287108986, + "FN": 617, + "FP": 789, + "IoU": 0.8690997113862768, + "TN": 1215883, + "TP": 9335, + "n_pred": 10124, + "n_ref": 9952 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0184.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0184.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5147099257629915, + "FN": 3406, + "FP": 124, + "IoU": 0.34653831914105887, + "TN": 1045990, + "TP": 1872, + "n_pred": 1996, + "n_ref": 5278 + }, + "10": { + "Dice": 0.3024417095899029, + "FN": 7146, + "FP": 10595, + "IoU": 0.1781627831565294, + "TN": 1029805, + "TP": 3846, + "n_pred": 14441, + "n_ref": 10992 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 1051389, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "12": { + "Dice": 0.23479674796747968, + "FN": 1771, + "FP": 582, + "IoU": 0.13301400147383935, + "TN": 1048678, + "TP": 361, + "n_pred": 943, + "n_ref": 2132 + }, + "13": { + "Dice": 0.38176810425903535, + "FN": 11858, + "FP": 6548, + "IoU": 0.2359168085018058, + "TN": 1027303, + "TP": 5683, + "n_pred": 12231, + "n_ref": 17541 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 13353, + "IoU": 0.0, + "TN": 1038039, + "TP": 0, + "n_pred": 13353, + "n_ref": 0 + }, + "3": { + "Dice": 0.6842996191282268, + "FN": 31106, + "FP": 3210, + "IoU": 0.5201029269861692, + "TN": 979885, + "TP": 37191, + "n_pred": 40401, + "n_ref": 68297 + }, + "4": { + "Dice": 0.8757909962032182, + "FN": 265, + "FP": 422, + "IoU": 0.7790286265680283, + "TN": 1048283, + "TP": 2422, + "n_pred": 2844, + "n_ref": 2687 + }, + "5": { + "Dice": 0.4827586206896552, + "FN": 5, + "FP": 10, + "IoU": 0.3181818181818182, + "TN": 1051370, + "TP": 7, + "n_pred": 17, + "n_ref": 12 + }, + "6": { + "Dice": 0.5299055613850997, + "FN": 15, + "FP": 881, + "IoU": 0.36045681655960027, + "TN": 1049991, + "TP": 505, + "n_pred": 1386, + "n_ref": 520 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 735, + "IoU": 0.0, + "TN": 1050657, + "TP": 0, + "n_pred": 735, + "n_ref": 0 + }, + "8": { + "Dice": 0.9541196806321508, + "FN": 1744, + "FP": 3830, + "IoU": 0.9122646855128125, + "TN": 987860, + "TP": 57958, + "n_pred": 61788, + "n_ref": 59702 + }, + "9": { + "Dice": 0.5090565713795175, + "FN": 5413, + "FP": 306, + "IoU": 0.34143251957623216, + "TN": 1042708, + "TP": 2965, + "n_pred": 3271, + "n_ref": 8378 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0192.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9597146454049518, + "FN": 207, + "FP": 177, + "IoU": 0.9225494150867285, + "TN": 1046434, + "TP": 4574, + "n_pred": 4751, + "n_ref": 4781 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9501157651020837, + "FN": 323, + "FP": 388, + "IoU": 0.904971932638332, + "TN": 1043910, + "TP": 6771, + "n_pred": 7159, + "n_ref": 7094 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0237.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0237.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9125220162710728, + "FN": 463, + "FP": 580, + "IoU": 0.8391176924263458, + "TN": 694445, + "TP": 5440, + "n_pred": 6020, + "n_ref": 5903 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6884284597341673, + "FN": 917, + "FP": 677, + "IoU": 0.5248882265275708, + "TN": 697573, + "TP": 1761, + "n_pred": 2438, + "n_ref": 2678 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 402, + "IoU": 0.0, + "TN": 700526, + "TP": 0, + "n_pred": 402, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9493781748117008, + "FN": 235, + "FP": 54, + "IoU": 0.9036345448482828, + "TN": 697929, + "TP": 2710, + "n_pred": 2764, + "n_ref": 2945 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 12, + "IoU": 0.0, + "TN": 700916, + "TP": 0, + "n_pred": 12, + "n_ref": 0 + }, + "5": { + "Dice": 0.4820160366552119, + "FN": 674, + "FP": 1587, + "IoU": 0.31753697555086025, + "TN": 697615, + "TP": 1052, + "n_pred": 2639, + "n_ref": 1726 + }, + "6": { + "Dice": 0.9806825751342032, + "FN": 1444, + "FP": 2007, + "IoU": 0.9620973322057353, + "TN": 609879, + "TP": 87598, + "n_pred": 89605, + "n_ref": 89042 + }, + "7": { + "Dice": 0.7649055929477634, + "FN": 1558, + "FP": 2389, + "IoU": 0.6193094135802469, + "TN": 690560, + "TP": 6421, + "n_pred": 8810, + "n_ref": 7979 + }, + "8": { + "Dice": 0.9261444253603166, + "FN": 1778, + "FP": 6134, + "IoU": 0.8624478442280946, + "TN": 643408, + "TP": 49608, + "n_pred": 55742, + "n_ref": 51386 + }, + "9": { + "Dice": 0.8699401619148187, + "FN": 204, + "FP": 1274, + "IoU": 0.7698177853916836, + "TN": 694507, + "TP": 4943, + "n_pred": 6217, + "n_ref": 5147 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0239.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0239.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.924864446165763, + "FN": 54, + "FP": 43, + "IoU": 0.8602305475504323, + "TN": 1050698, + "TP": 597, + "n_pred": 640, + "n_ref": 651 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9650806447445259, + "FN": 3961, + "FP": 2796, + "IoU": 0.9325177269549586, + "TN": 951262, + "TP": 93373, + "n_pred": 96169, + "n_ref": 97334 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8120733534714459, + "FN": 1370, + "FP": 6531, + "IoU": 0.6836056383149127, + "TN": 1026420, + "TP": 17071, + "n_pred": 23602, + "n_ref": 18441 + }, + "7": { + "Dice": 0.9815554339588014, + "FN": 1847, + "FP": 3580, + "IoU": 0.9637789494760729, + "TN": 901562, + "TP": 144403, + "n_pred": 147983, + "n_ref": 146250 + }, + "8": { + "Dice": 0.9694606887589343, + "FN": 1567, + "FP": 1676, + "IoU": 0.9407313997477932, + "TN": 996675, + "TP": 51474, + "n_pred": 53150, + "n_ref": 53041 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 44, + "IoU": 0.0, + "TN": 1051348, + "TP": 0, + "n_pred": 44, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0249.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0249.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8782481751824818, + "FN": 414, + "FP": 3, + "IoU": 0.7829255596043727, + "TN": 1224703, + "TP": 1504, + "n_pred": 1507, + "n_ref": 1918 + }, + "10": { + "Dice": 0.8600299401197605, + "FN": 316, + "FP": 58, + "IoU": 0.7544320420223244, + "TN": 1225101, + "TP": 1149, + "n_pred": 1207, + "n_ref": 1465 + }, + "11": { + "Dice": 0.7494908350305499, + "FN": 1298, + "FP": 55, + "IoU": 0.5993485342019544, + "TN": 1223247, + "TP": 2024, + "n_pred": 2079, + "n_ref": 3322 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9777753145264091, + "FN": 298, + "FP": 103, + "IoU": 0.9565170245066146, + "TN": 1217402, + "TP": 8821, + "n_pred": 8924, + "n_ref": 9119 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9724388559071752, + "FN": 3501, + "FP": 2005, + "IoU": 0.9463561964146532, + "TN": 1123984, + "TP": 97134, + "n_pred": 99139, + "n_ref": 100635 + }, + "7": { + "Dice": 0.9916281990163134, + "FN": 4016, + "FP": 3184, + "IoU": 0.9833954083691754, + "TN": 793009, + "TP": 426415, + "n_pred": 429599, + "n_ref": 430431 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 19598, + "IoU": 0.0, + "TN": 1207026, + "TP": 0, + "n_pred": 19598, + "n_ref": 0 + }, + "9": { + "Dice": 0.9759227366359369, + "FN": 367, + "FP": 346, + "IoU": 0.9529776429466464, + "TN": 1211461, + "TP": 14450, + "n_pred": 14796, + "n_ref": 14817 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0263.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0263.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9703900709219858, + "FN": 1142, + "FP": 1864, + "IoU": 0.9424832099190632, + "TN": 1875289, + "TP": 49257, + "n_pred": 51121, + "n_ref": 50399 + }, + "10": { + "Dice": 0.6666666666666666, + "FN": 3, + "FP": 0, + "IoU": 0.5, + "TN": 1927546, + "TP": 3, + "n_pred": 3, + "n_ref": 6 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.3121491942784718, + "FN": 525, + "FP": 10872, + "IoU": 0.18493885432310664, + "TN": 1913569, + "TP": 2586, + "n_pred": 13458, + "n_ref": 3111 + }, + "15": { + "Dice": 0.6988027725267801, + "FN": 832, + "FP": 1080, + "IoU": 0.537046004842615, + "TN": 1923422, + "TP": 2218, + "n_pred": 3298, + "n_ref": 3050 + }, + "2": { + "Dice": 0.959851991463178, + "FN": 1936, + "FP": 3858, + "IoU": 0.9228032775964293, + "TN": 1852497, + "TP": 69261, + "n_pred": 73119, + "n_ref": 71197 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 12456, + "IoU": 0.0, + "TN": 1915096, + "TP": 0, + "n_pred": 12456, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9781190141236876, + "FN": 994, + "FP": 1759, + "IoU": 0.957175079723108, + "TN": 1863267, + "TP": 61532, + "n_pred": 63291, + "n_ref": 62526 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 15126, + "IoU": 0.0, + "TN": 1912426, + "TP": 0, + "n_pred": 15126, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 1927551, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0264.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0264.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8350467877974067, + "FN": 3736, + "FP": 195, + "IoU": 0.7168071464591889, + "TN": 687047, + "TP": 9950, + "n_pred": 10145, + "n_ref": 13686 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7654268919524475, + "FN": 3083, + "FP": 5816, + "IoU": 0.6199931676488172, + "TN": 677510, + "TP": 14519, + "n_pred": 20335, + "n_ref": 17602 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9147367508023245, + "FN": 758, + "FP": 225, + "IoU": 0.8428708439897699, + "TN": 694672, + "TP": 5273, + "n_pred": 5498, + "n_ref": 6031 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9466160375251285, + "FN": 1114, + "FP": 559, + "IoU": 0.8986429177268872, + "TN": 684422, + "TP": 14833, + "n_pred": 15392, + "n_ref": 15947 + }, + "9": { + "Dice": 0.7161042036708112, + "FN": 964, + "FP": 4790, + "IoU": 0.5577588194604566, + "TN": 687917, + "TP": 7257, + "n_pred": 12047, + "n_ref": 8221 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0273.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0273.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9341317365269461, + "FN": 772, + "FP": 229, + "IoU": 0.8764044943820225, + "TN": 2269917, + "TP": 7098, + "n_pred": 7327, + "n_ref": 7870 + }, + "10": { + "Dice": 0.9113480356360449, + "FN": 1734, + "FP": 1301, + "IoU": 0.8371344244700831, + "TN": 2259381, + "TP": 15600, + "n_pred": 16901, + "n_ref": 17334 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 3025, + "IoU": 0.0, + "TN": 2274991, + "TP": 0, + "n_pred": 3025, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.060299360617578596, + "FN": 127570, + "FP": 0, + "IoU": 0.031086941661666527, + "TN": 2146353, + "TP": 4093, + "n_pred": 4093, + "n_ref": 131663 + }, + "3": { + "Dice": 0.00015182570409170274, + "FN": 14, + "FP": 118525, + "IoU": 7.591861524445795e-05, + "TN": 2159468, + "TP": 9, + "n_pred": 118534, + "n_ref": 23 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8153861141780866, + "FN": 11138, + "FP": 232, + "IoU": 0.688313824392116, + "TN": 2241537, + "TP": 25109, + "n_pred": 25341, + "n_ref": 36247 + }, + "6": { + "Dice": 0.9616812286587935, + "FN": 11952, + "FP": 3512, + "IoU": 0.9261907375675973, + "TN": 2068503, + "TP": 194049, + "n_pred": 197561, + "n_ref": 206001 + }, + "7": { + "Dice": 0.9276667271387686, + "FN": 3211, + "FP": 16326, + "IoU": 0.8650918055200701, + "TN": 2133199, + "TP": 125280, + "n_pred": 141606, + "n_ref": 128491 + }, + "8": { + "Dice": 0.9560882149957253, + "FN": 3095, + "FP": 1168, + "IoU": 0.9158706978212819, + "TN": 2227344, + "TP": 46409, + "n_pred": 47577, + "n_ref": 49504 + }, + "9": { + "Dice": 0.9302239496575976, + "FN": 526, + "FP": 228, + "IoU": 0.8695501730103806, + "TN": 2272236, + "TP": 5026, + "n_pred": 5254, + "n_ref": 5552 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0294.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0294.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9490903962769708, + "FN": 493, + "FP": 229, + "IoU": 0.903113258185722, + "TN": 693476, + "TP": 6730, + "n_pred": 6959, + "n_ref": 7223 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8634010083117591, + "FN": 1675, + "FP": 6345, + "IoU": 0.7596355571539891, + "TN": 667562, + "TP": 25346, + "n_pred": 31691, + "n_ref": 27021 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 17, + "FP": 0, + "IoU": 0.0, + "TN": 700911, + "TP": 0, + "n_pred": 0, + "n_ref": 17 + }, + "5": { + "Dice": 0.4784982935153584, + "FN": 15, + "FP": 1513, + "IoU": 0.3144908030506954, + "TN": 698699, + "TP": 701, + "n_pred": 2214, + "n_ref": 716 + }, + "6": { + "Dice": 0.9550921071368468, + "FN": 1514, + "FP": 1955, + "IoU": 0.9140443034838198, + "TN": 660570, + "TP": 36889, + "n_pred": 38844, + "n_ref": 38403 + }, + "7": { + "Dice": 0.814323835757941, + "FN": 1606, + "FP": 551, + "IoU": 0.6868012196892697, + "TN": 694041, + "TP": 4730, + "n_pred": 5281, + "n_ref": 6336 + }, + "8": { + "Dice": 0.5112474437627812, + "FN": 0, + "FP": 239, + "IoU": 0.3434065934065934, + "TN": 700564, + "TP": 125, + "n_pred": 364, + "n_ref": 125 + }, + "9": { + "Dice": 0.8921633311340811, + "FN": 2102, + "FP": 840, + "IoU": 0.8053202752779248, + "TN": 685816, + "TP": 12170, + "n_pred": 13010, + "n_ref": 14272 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0299.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0299.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9589749617961678, + "FN": 584, + "FP": 114, + "IoU": 0.9211833785004516, + "TN": 1393000, + "TP": 8158, + "n_pred": 8272, + "n_ref": 8742 + }, + "10": { + "Dice": 0.5336597307221542, + "FN": 381, + "FP": 0, + "IoU": 0.3639398998330551, + "TN": 1401257, + "TP": 218, + "n_pred": 218, + "n_ref": 599 + }, + "11": { + "Dice": 0.8274428274428275, + "FN": 232, + "FP": 17, + "IoU": 0.7056737588652482, + "TN": 1401010, + "TP": 597, + "n_pred": 614, + "n_ref": 829 + }, + "12": { + "Dice": 0.42105263157894735, + "FN": 36, + "FP": 96, + "IoU": 0.26666666666666666, + "TN": 1401676, + "TP": 48, + "n_pred": 144, + "n_ref": 84 + }, + "13": { + "Dice": 0.6490023942537909, + "FN": 1469, + "FP": 730, + "IoU": 0.4803875236294896, + "TN": 1397624, + "TP": 2033, + "n_pred": 2763, + "n_ref": 3502 + }, + "14": { + "Dice": 0.965205532826807, + "FN": 549, + "FP": 2130, + "IoU": 0.9327509601626629, + "TN": 1362019, + "TP": 37158, + "n_pred": 39288, + "n_ref": 37707 + }, + "15": { + "Dice": 0.8859408262117052, + "FN": 1762, + "FP": 5632, + "IoU": 0.7952367765162005, + "TN": 1365746, + "TP": 28716, + "n_pred": 34348, + "n_ref": 30478 + }, + "2": { + "Dice": 0.28305771875200386, + "FN": 100539, + "FP": 86, + "IoU": 0.1648615226286217, + "TN": 1281367, + "TP": 19864, + "n_pred": 19950, + "n_ref": 120403 + }, + "3": { + "Dice": 0.5758780926863984, + "FN": 3815, + "FP": 6316, + "IoU": 0.4043741548591922, + "TN": 1384847, + "TP": 6878, + "n_pred": 13194, + "n_ref": 10693 + }, + "4": { + "Dice": 0.5055452116894682, + "FN": 1734, + "FP": 10482, + "IoU": 0.33828069985374576, + "TN": 1383395, + "TP": 6245, + "n_pred": 16727, + "n_ref": 7979 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9836255666045891, + "FN": 2721, + "FP": 4735, + "IoU": 0.9677787381158167, + "TN": 1170456, + "TP": 223944, + "n_pred": 228679, + "n_ref": 226665 + }, + "7": { + "Dice": 0.9401038827024396, + "FN": 20323, + "FP": 2198, + "IoU": 0.886977381424363, + "TN": 1202595, + "TP": 176740, + "n_pred": 178938, + "n_ref": 197063 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8134743534878034, + "FN": 2858, + "FP": 193, + "IoU": 0.685593569661995, + "TN": 1392152, + "TP": 6653, + "n_pred": 6846, + "n_ref": 9511 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0320.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0320.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8898955212975816, + "FN": 2707, + "FP": 1814, + "IoU": 0.8016322232460181, + "TN": 502905, + "TP": 18270, + "n_pred": 20084, + "n_ref": 20977 + }, + "11": { + "Dice": 0.7482993197278912, + "FN": 62, + "FP": 12, + "IoU": 0.5978260869565217, + "TN": 525512, + "TP": 110, + "n_pred": 122, + "n_ref": 172 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8060829259000571, + "FN": 2585, + "FP": 3523, + "IoU": 0.6751582194330692, + "TN": 506893, + "TP": 12695, + "n_pred": 16218, + "n_ref": 15280 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9511316872427984, + "FN": 125, + "FP": 65, + "IoU": 0.9068170671897989, + "TN": 523657, + "TP": 1849, + "n_pred": 1914, + "n_ref": 1974 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9593840564038237, + "FN": 970, + "FP": 1847, + "IoU": 0.9219386482666888, + "TN": 489609, + "TP": 33270, + "n_pred": 35117, + "n_ref": 34240 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9781234293574584, + "FN": 2163, + "FP": 1972, + "IoU": 0.9571835361118302, + "TN": 429121, + "TP": 92440, + "n_pred": 94412, + "n_ref": 94603 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9584748379129361, + "FN": 163, + "FP": 375, + "IoU": 0.9202608566770416, + "TN": 518949, + "TP": 6209, + "n_pred": 6584, + "n_ref": 6372 + }, + "9": { + "Dice": 0.9566379845982942, + "FN": 1293, + "FP": 1010, + "IoU": 0.91688021077706, + "TN": 497989, + "TP": 25404, + "n_pred": 26414, + "n_ref": 26697 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0332.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0332.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8944866333271594, + "FN": 96, + "FP": 1613, + "IoU": 0.8091142633754049, + "TN": 1217671, + "TP": 7244, + "n_pred": 8857, + "n_ref": 7340 + }, + "10": { + "Dice": 0.8612078830260649, + "FN": 3466, + "FP": 7450, + "IoU": 0.7562467900765916, + "TN": 1181841, + "TP": 33867, + "n_pred": 41317, + "n_ref": 37333 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7080832053608823, + "FN": 1599, + "FP": 492, + "IoU": 0.5480873135941214, + "TN": 1221997, + "TP": 2536, + "n_pred": 3028, + "n_ref": 4135 + }, + "13": { + "Dice": 0.0016440608302507192, + "FN": 390, + "FP": 2039, + "IoU": 0.0008227067050596463, + "TN": 1224193, + "TP": 2, + "n_pred": 2041, + "n_ref": 392 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.8798060270176654, + "FN": 347, + "FP": 0, + "IoU": 0.7854050711193569, + "TN": 1225007, + "TP": 1270, + "n_pred": 1270, + "n_ref": 1617 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 121, + "IoU": 0.0, + "TN": 1226503, + "TP": 0, + "n_pred": 121, + "n_ref": 0 + }, + "3": { + "Dice": 0.9104304230863292, + "FN": 783, + "FP": 2147, + "IoU": 0.8355872285505864, + "TN": 1208803, + "TP": 14891, + "n_pred": 17038, + "n_ref": 15674 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9719527687201073, + "FN": 1281, + "FP": 3510, + "IoU": 0.9454359091167929, + "TN": 1138819, + "TP": 83014, + "n_pred": 86524, + "n_ref": 84295 + }, + "7": { + "Dice": 0.972195069150132, + "FN": 12217, + "FP": 4480, + "IoU": 0.9458945369587266, + "TN": 918023, + "TP": 291904, + "n_pred": 296384, + "n_ref": 304121 + }, + "8": { + "Dice": 0.9344978165938864, + "FN": 934, + "FP": 1211, + "IoU": 0.8770491803278688, + "TN": 1209178, + "TP": 15301, + "n_pred": 16512, + "n_ref": 16235 + }, + "9": { + "Dice": 0.8513174404015057, + "FN": 101, + "FP": 373, + "IoU": 0.7411250682687056, + "TN": 1224793, + "TP": 1357, + "n_pred": 1730, + "n_ref": 1458 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0341.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0341.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9659203282511476, + "FN": 456, + "FP": 1853, + "IoU": 0.9340869515571922, + "TN": 1016361, + "TP": 32722, + "n_pred": 34575, + "n_ref": 33178 + }, + "10": { + "Dice": 0.9096399233741356, + "FN": 946, + "FP": 1837, + "IoU": 0.8342564469060806, + "TN": 1034601, + "TP": 14008, + "n_pred": 15845, + "n_ref": 14954 + }, + "11": { + "Dice": 0.7726300784034212, + "FN": 341, + "FP": 616, + "IoU": 0.629500580720093, + "TN": 1048809, + "TP": 1626, + "n_pred": 2242, + "n_ref": 1967 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9015235596811624, + "FN": 1835, + "FP": 2069, + "IoU": 0.8207035914393314, + "TN": 1029618, + "TP": 17870, + "n_pred": 19939, + "n_ref": 19705 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9785373608903021, + "FN": 1768, + "FP": 1310, + "IoU": 0.9579766536964981, + "TN": 978147, + "TP": 70167, + "n_pred": 71477, + "n_ref": 71935 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.6206405693950178, + "FN": 48, + "FP": 485, + "IoU": 0.4499484004127967, + "TN": 1050423, + "TP": 436, + "n_pred": 921, + "n_ref": 484 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9437570408438771, + "FN": 2274, + "FP": 3767, + "IoU": 0.8935037461436757, + "TN": 994667, + "TP": 50684, + "n_pred": 54451, + "n_ref": 52958 + }, + "7": { + "Dice": 0.9745422865687996, + "FN": 2828, + "FP": 2841, + "IoU": 0.9503485846412556, + "TN": 937216, + "TP": 108507, + "n_pred": 111348, + "n_ref": 111335 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.939921681780709, + "FN": 1250, + "FP": 1082, + "IoU": 0.8866530572567318, + "TN": 1030818, + "TP": 18242, + "n_pred": 19324, + "n_ref": 19492 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0367.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0367.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.976083603802684, + "FN": 569, + "FP": 470, + "IoU": 0.9532844746189469, + "TN": 1029151, + "TP": 21202, + "n_pred": 21672, + "n_ref": 21771 + }, + "10": { + "Dice": 0.0, + "FN": 84, + "FP": 0, + "IoU": 0.0, + "TN": 1051308, + "TP": 0, + "n_pred": 0, + "n_ref": 84 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7495785727664357, + "FN": 3897, + "FP": 114, + "IoU": 0.5994607549430797, + "TN": 1041378, + "TP": 6003, + "n_pred": 6117, + "n_ref": 9900 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9344166712108691, + "FN": 2516, + "FP": 13119, + "IoU": 0.8769062408968878, + "TN": 924375, + "TP": 111382, + "n_pred": 124501, + "n_ref": 113898 + }, + "3": { + "Dice": 0.8334925476204178, + "FN": 1283, + "FP": 27651, + "IoU": 0.7145196937406267, + "TN": 950040, + "TP": 72418, + "n_pred": 100069, + "n_ref": 73701 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 1051390, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "6": { + "Dice": 0.9731398512803401, + "FN": 4240, + "FP": 5661, + "IoU": 0.9476848940858198, + "TN": 862135, + "TP": 179356, + "n_pred": 185017, + "n_ref": 183596 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8593078388797802, + "FN": 4275, + "FP": 2075, + "IoU": 0.753321420247067, + "TN": 1025650, + "TP": 19392, + "n_pred": 21467, + "n_ref": 23667 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0383.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0383.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9083857970284563, + "FN": 624, + "FP": 6652, + "IoU": 0.8321491187598044, + "TN": 1358508, + "TP": 36072, + "n_pred": 42724, + "n_ref": 36696 + }, + "10": { + "Dice": 0.058229045714531455, + "FN": 6704, + "FP": 15195, + "IoU": 0.029987597448618, + "TN": 1379280, + "TP": 677, + "n_pred": 15872, + "n_ref": 7381 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 31, + "IoU": 0.0, + "TN": 1401825, + "TP": 0, + "n_pred": 31, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.29282930149105985, + "FN": 6541, + "FP": 16319, + "IoU": 0.17152901098104592, + "TN": 1374263, + "TP": 4733, + "n_pred": 21052, + "n_ref": 11274 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9713207981801952, + "FN": 2548, + "FP": 1436, + "IoU": 0.9442407277816655, + "TN": 1330406, + "TP": 67466, + "n_pred": 68902, + "n_ref": 70014 + }, + "3": { + "Dice": 0.9625158831003812, + "FN": 112, + "FP": 242, + "IoU": 0.9277403551745255, + "TN": 1396957, + "TP": 4545, + "n_pred": 4787, + "n_ref": 4657 + }, + "4": { + "Dice": 0.32685373458045275, + "FN": 91925, + "FP": 7391, + "IoU": 0.19535275626276047, + "TN": 1278428, + "TP": 24112, + "n_pred": 31503, + "n_ref": 116037 + }, + "5": { + "Dice": 0.5963729365263892, + "FN": 3381, + "FP": 91, + "IoU": 0.42487990723869473, + "TN": 1395819, + "TP": 2565, + "n_pred": 2656, + "n_ref": 5946 + }, + "6": { + "Dice": 0.8543283624954229, + "FN": 12155, + "FP": 48712, + "IoU": 0.7457008924095057, + "TN": 1162504, + "TP": 178485, + "n_pred": 227197, + "n_ref": 190640 + }, + "7": { + "Dice": 0.4930241757572991, + "FN": 1028, + "FP": 65616, + "IoU": 0.32716130400105, + "TN": 1302807, + "TP": 32405, + "n_pred": 98021, + "n_ref": 33433 + }, + "8": { + "Dice": 0.7254509807785144, + "FN": 26386, + "FP": 1481, + "IoU": 0.5691824871683878, + "TN": 1337172, + "TP": 36817, + "n_pred": 38298, + "n_ref": 63203 + }, + "9": { + "Dice": 0.7046827794561934, + "FN": 507, + "FP": 275, + "IoU": 0.5440233236151604, + "TN": 1400141, + "TP": 933, + "n_pred": 1208, + "n_ref": 1440 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0388.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0388.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": 0.675723842062213, + "FN": 2213.06, + "FP": 1601.786666666667, + "IoU": 0.5884218833297548, + "TN": 1025741.4377777779, + "TP": 15994.648888888889, + "n_pred": 17596.43555555556, + "n_ref": 18207.70888888889 + }, + "mean": { + "1": { + "Dice": 0.8499882338546331, + "FN": 581.0, + "FP": 1283.7, + "IoU": 0.7918362022398121, + "TN": 1016786.3333333334, + "TP": 26899.9, + "n_pred": 28183.6, + "n_ref": 27480.9 + }, + "10": { + "Dice": 0.7006292604779129, + "FN": 1517.1666666666667, + "FP": 1380.2, + "IoU": 0.5958747894037106, + "TN": 1036701.3, + "TP": 5952.266666666666, + "n_pred": 7332.466666666666, + "n_ref": 7469.433333333333 + }, + "11": { + "Dice": 0.46105300949662376, + "FN": 271.26666666666665, + "FP": 85.6, + "IoU": 0.3522234743859588, + "TN": 1044852.9666666667, + "TP": 341.1, + "n_pred": 426.7, + "n_ref": 612.3666666666667 + }, + "12": { + "Dice": 0.513551571769381, + "FN": 178.0, + "FP": 83.4, + "IoU": 0.39949129155582846, + "TN": 1044971.3666666667, + "TP": 318.1666666666667, + "n_pred": 401.56666666666666, + "n_ref": 496.1666666666667 + }, + "13": { + "Dice": 0.5034088542805946, + "FN": 3728.366666666667, + "FP": 1990.6333333333334, + "IoU": 0.38820679415714643, + "TN": 1035263.6, + "TP": 4568.333333333333, + "n_pred": 6558.966666666666, + "n_ref": 8296.7 + }, + "14": { + "Dice": 0.5675226403832705, + "FN": 3242.2, + "FP": 1160.7333333333333, + "IoU": 0.4936768205009726, + "TN": 1019838.4666666667, + "TP": 21309.533333333333, + "n_pred": 22470.266666666666, + "n_ref": 24551.733333333334 + }, + "15": { + "Dice": 0.7184420383032825, + "FN": 750.3, + "FP": 891.7333333333333, + "IoU": 0.618973482317867, + "TN": 1036523.0666666667, + "TP": 7385.833333333333, + "n_pred": 8277.566666666668, + "n_ref": 8136.133333333333 + }, + "2": { + "Dice": 0.7346816210668936, + "FN": 1502.0333333333333, + "FP": 1378.2, + "IoU": 0.6768019920217695, + "TN": 1034127.5666666667, + "TP": 8543.133333333333, + "n_pred": 9921.333333333334, + "n_ref": 10045.166666666666 + }, + "3": { + "Dice": 0.6762122030362349, + "FN": 4883.1, + "FP": 1894.4333333333334, + "IoU": 0.6421695316310867, + "TN": 1031720.9, + "TP": 7052.5, + "n_pred": 8946.933333333332, + "n_ref": 11935.6 + }, + "4": { + "Dice": 0.6664458000228773, + "FN": 3244.9333333333334, + "FP": 1062.9, + "IoU": 0.5647345316040123, + "TN": 1034014.4, + "TP": 7228.7, + "n_pred": 8291.6, + "n_ref": 10473.633333333333 + }, + "5": { + "Dice": 0.585939107565358, + "FN": 533.5333333333333, + "FP": 118.53333333333333, + "IoU": 0.470749761528843, + "TN": 1044205.9333333333, + "TP": 692.9333333333333, + "n_pred": 811.4666666666667, + "n_ref": 1226.4666666666667 + }, + "6": { + "Dice": 0.8836010342337219, + "FN": 3928.4666666666667, + "FP": 7374.0, + "IoU": 0.825059212474501, + "TN": 960407.5, + "TP": 73840.96666666666, + "n_pred": 81214.96666666666, + "n_ref": 77769.43333333333 + }, + "7": { + "Dice": 0.8013297231251094, + "FN": 5844.066666666667, + "FP": 3607.3333333333335, + "IoU": 0.7285118998894603, + "TN": 973855.5333333333, + "TP": 62244.0, + "n_pred": 65851.33333333333, + "n_ref": 68088.06666666667 + }, + "8": { + "Dice": 0.7050703984488692, + "FN": 1443.4333333333334, + "FP": 1112.7333333333333, + "IoU": 0.6258494874297841, + "TN": 1034952.9333333333, + "TP": 8041.833333333333, + "n_pred": 9154.566666666668, + "n_ref": 9485.266666666666 + }, + "9": { + "Dice": 0.767982134868433, + "FN": 1548.0333333333333, + "FP": 602.6666666666666, + "IoU": 0.65216897880557, + "TN": 1037899.7, + "TP": 5500.533333333334, + "n_pred": 6103.2, + "n_ref": 7048.566666666667 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.8673805048335124, + "FN": 1055, + "FP": 6847, + "IoU": 0.7658180956050143, + "TN": 1192881, + "TP": 25841, + "n_pred": 32688, + "n_ref": 26896 + }, + "10": { + "Dice": 0.6813072636252007, + "FN": 5256, + "FP": 1492, + "IoU": 0.516653534847074, + "TN": 1212663, + "TP": 7213, + "n_pred": 8705, + "n_ref": 12469 + }, + "11": { + "Dice": 0.34261382246970196, + "FN": 1901, + "FP": 106, + "IoU": 0.2067193675889328, + "TN": 1224094, + "TP": 523, + "n_pred": 629, + "n_ref": 2424 + }, + "12": { + "Dice": 0.0, + "FN": 604, + "FP": 28, + "IoU": 0.0, + "TN": 1225992, + "TP": 0, + "n_pred": 28, + "n_ref": 604 + }, + "13": { + "Dice": 0.5741076047594413, + "FN": 9901, + "FP": 3271, + "IoU": 0.40263038548752833, + "TN": 1204574, + "TP": 8878, + "n_pred": 12149, + "n_ref": 18779 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8457887874837028, + "FN": 1435, + "FP": 1522, + "IoU": 0.7327851075365986, + "TN": 1215558, + "TP": 8109, + "n_pred": 9631, + "n_ref": 9544 + }, + "3": { + "Dice": 0.09842177208897726, + "FN": 137831, + "FP": 14, + "IoU": 0.051757940138543984, + "TN": 1081255, + "TP": 7524, + "n_pred": 7538, + "n_ref": 145355 + }, + "4": { + "Dice": 0.4008391541707393, + "FN": 21349, + "FP": 3784, + "IoU": 0.25065593321407276, + "TN": 1193084, + "TP": 8407, + "n_pred": 12191, + "n_ref": 29756 + }, + "5": { + "Dice": 0.7325336960553975, + "FN": 1068, + "FP": 1095, + "IoU": 0.5779512195121951, + "TN": 1221499, + "TP": 2962, + "n_pred": 4057, + "n_ref": 4030 + }, + "6": { + "Dice": 0.6763261033990113, + "FN": 8138, + "FP": 76594, + "IoU": 0.5109461666772482, + "TN": 1053367, + "TP": 88525, + "n_pred": 165119, + "n_ref": 96663 + }, + "7": { + "Dice": 0.7959177507343684, + "FN": 44810, + "FP": 15981, + "IoU": 0.6610160985429341, + "TN": 1047291, + "TP": 118542, + "n_pred": 134523, + "n_ref": 163352 + }, + "8": { + "Dice": 0.9065895630275614, + "FN": 896, + "FP": 1107, + "IoU": 0.8291392988142967, + "TN": 1214901, + "TP": 9720, + "n_pred": 10827, + "n_ref": 10616 + }, + "9": { + "Dice": 0.7145098494973561, + "FN": 2425, + "FP": 2488, + "IoU": 0.5558267787722629, + "TN": 1215563, + "TP": 6148, + "n_pred": 8636, + "n_ref": 8573 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0005.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0005.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 364, + "IoU": 0.0, + "TN": 1051028, + "TP": 0, + "n_pred": 364, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 156, + "FP": 0, + "IoU": 0.0, + "TN": 1051236, + "TP": 0, + "n_pred": 0, + "n_ref": 156 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.3945511443824017, + "FN": 30657, + "FP": 8811, + "IoU": 0.2457575294297508, + "TN": 999064, + "TP": 12860, + "n_pred": 21671, + "n_ref": 43517 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.21166353130878796, + "FN": 1364, + "FP": 27970, + "IoU": 0.11835777831209425, + "TN": 1018120, + "TP": 3938, + "n_pred": 31908, + "n_ref": 5302 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 12796, + "IoU": 0.0, + "TN": 1038596, + "TP": 0, + "n_pred": 12796, + "n_ref": 0 + }, + "4": { + "Dice": 0.4670268819008625, + "FN": 2992, + "FP": 12889, + "IoU": 0.30465431936599674, + "TN": 1028553, + "TP": 6958, + "n_pred": 19847, + "n_ref": 9950 + }, + "5": { + "Dice": 0.6719367588932806, + "FN": 1224, + "FP": 104, + "IoU": 0.5059523809523809, + "TN": 1048704, + "TP": 1360, + "n_pred": 1464, + "n_ref": 2584 + }, + "6": { + "Dice": 0.9334228358804909, + "FN": 4506, + "FP": 6999, + "IoU": 0.8751573418985199, + "TN": 959236, + "TP": 80651, + "n_pred": 87650, + "n_ref": 85157 + }, + "7": { + "Dice": 0.8579234972677595, + "FN": 4493, + "FP": 8143, + "IoU": 0.7511961722488039, + "TN": 1000605, + "TP": 38151, + "n_pred": 46294, + "n_ref": 42644 + }, + "8": { + "Dice": 0.7583295089490592, + "FN": 2579, + "FP": 2687, + "IoU": 0.6107332939089296, + "TN": 1037864, + "TP": 8262, + "n_pred": 10949, + "n_ref": 10841 + }, + "9": { + "Dice": 0.5451647183846972, + "FN": 4123, + "FP": 157, + "IoU": 0.3747260774287801, + "TN": 1044547, + "TP": 2565, + "n_pred": 2722, + "n_ref": 6688 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0016.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0016.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9042769857433809, + "FN": 71, + "FP": 23, + "IoU": 0.8252788104089219, + "TN": 875622, + "TP": 444, + "n_pred": 467, + "n_ref": 515 + }, + "10": { + "Dice": 0.7597334654992015, + "FN": 1366, + "FP": 2997, + "IoU": 0.6125566113133825, + "TN": 864899, + "TP": 6898, + "n_pred": 9895, + "n_ref": 8264 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8248175182481752, + "FN": 295, + "FP": 233, + "IoU": 0.7018633540372671, + "TN": 874389, + "TP": 1243, + "n_pred": 1476, + "n_ref": 1538 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8102345415778252, + "FN": 10, + "FP": 79, + "IoU": 0.6810035842293907, + "TN": 875881, + "TP": 190, + "n_pred": 269, + "n_ref": 200 + }, + "6": { + "Dice": 0.9374437443744374, + "FN": 996, + "FP": 1506, + "IoU": 0.8822532825074121, + "TN": 854911, + "TP": 18747, + "n_pred": 20253, + "n_ref": 19743 + }, + "7": { + "Dice": 0.9532223462448841, + "FN": 8684, + "FP": 3134, + "IoU": 0.9106254253951448, + "TN": 743930, + "TP": 120412, + "n_pred": 123546, + "n_ref": 129096 + }, + "8": { + "Dice": 0.7492401215805471, + "FN": 257, + "FP": 1063, + "IoU": 0.5990279465370595, + "TN": 872868, + "TP": 1972, + "n_pred": 3035, + "n_ref": 2229 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0027.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0027.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8101178101178101, + "FN": 1463, + "FP": 729, + "IoU": 0.6808386721025044, + "TN": 1044524, + "TP": 4676, + "n_pred": 5405, + "n_ref": 6139 + }, + "11": { + "Dice": 0.552692013268691, + "FN": 3008, + "FP": 498, + "IoU": 0.38187588152327223, + "TN": 1045720, + "TP": 2166, + "n_pred": 2664, + "n_ref": 5174 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8655294746561695, + "FN": 1463, + "FP": 1304, + "IoU": 0.7629369431117203, + "TN": 1039720, + "TP": 8905, + "n_pred": 10209, + "n_ref": 10368 + }, + "14": { + "Dice": 0.9764637631641699, + "FN": 1426, + "FP": 5187, + "IoU": 0.9540099588294203, + "TN": 907600, + "TP": 137179, + "n_pred": 142366, + "n_ref": 138605 + }, + "15": { + "Dice": 0.8307665686104863, + "FN": 1539, + "FP": 417, + "IoU": 0.710522421192837, + "TN": 1044635, + "TP": 4801, + "n_pred": 5218, + "n_ref": 6340 + }, + "2": { + "Dice": 0.9515924517043336, + "FN": 700, + "FP": 598, + "IoU": 0.907655093910074, + "TN": 1037336, + "TP": 12758, + "n_pred": 13356, + "n_ref": 13458 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.7991803278688525, + "FN": 251, + "FP": 43, + "IoU": 0.6655290102389079, + "TN": 1050513, + "TP": 585, + "n_pred": 628, + "n_ref": 836 + }, + "5": { + "Dice": 0.08378870673952642, + "FN": 496, + "FP": 7, + "IoU": 0.043726235741444866, + "TN": 1050866, + "TP": 23, + "n_pred": 30, + "n_ref": 519 + }, + "6": { + "Dice": 0.929346870604782, + "FN": 6517, + "FP": 6343, + "IoU": 0.8680186374925594, + "TN": 953954, + "TP": 84578, + "n_pred": 90921, + "n_ref": 91095 + }, + "7": { + "Dice": 0.9670739582092547, + "FN": 4795, + "FP": 5709, + "IoU": 0.93624704875547, + "TN": 886631, + "TP": 154257, + "n_pred": 159966, + "n_ref": 159052 + }, + "8": { + "Dice": 0.879531511433352, + "FN": 121, + "FP": 311, + "IoU": 0.7849676455948233, + "TN": 1049383, + "TP": 1577, + "n_pred": 1888, + "n_ref": 1698 + }, + "9": { + "Dice": 0.797958817344924, + "FN": 5743, + "FP": 2136, + "IoU": 0.6638365048212305, + "TN": 1027954, + "TP": 15559, + "n_pred": 17695, + "n_ref": 21302 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0042.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0042.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8067226890756303, + "FN": 38, + "FP": 8, + "IoU": 0.676056338028169, + "TN": 1226482, + "TP": 96, + "n_pred": 104, + "n_ref": 134 + }, + "10": { + "Dice": 0.5809082239978955, + "FN": 16155, + "FP": 9335, + "IoU": 0.4093521178978589, + "TN": 1183468, + "TP": 17666, + "n_pred": 27001, + "n_ref": 33821 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 25, + "IoU": 0.0, + "TN": 1226599, + "TP": 0, + "n_pred": 25, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.32801311362263824, + "FN": 2762, + "FP": 5027, + "IoU": 0.19618163054695562, + "TN": 1216934, + "TP": 1901, + "n_pred": 6928, + "n_ref": 4663 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9323736153728972, + "FN": 6598, + "FP": 5832, + "IoU": 0.8733145122659682, + "TN": 1128507, + "TP": 85687, + "n_pred": 91519, + "n_ref": 92285 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 1379, + "FP": 0, + "IoU": 0.0, + "TN": 1225245, + "TP": 0, + "n_pred": 0, + "n_ref": 1379 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9701989797288606, + "FN": 7075, + "FP": 14008, + "IoU": 0.9421227602526691, + "TN": 862353, + "TP": 343188, + "n_pred": 357196, + "n_ref": 350263 + }, + "7": { + "Dice": 0.9435950902800815, + "FN": 13515, + "FP": 4338, + "IoU": 0.8932134654033879, + "TN": 1059440, + "TP": 149331, + "n_pred": 153669, + "n_ref": 162846 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0049.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0049.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8839614960969302, + "FN": 179, + "FP": 2244, + "IoU": 0.7920528664606934, + "TN": 1390204, + "TP": 9229, + "n_pred": 11473, + "n_ref": 9408 + }, + "10": { + "Dice": 0.48519664162615994, + "FN": 92, + "FP": 1073, + "IoU": 0.3203033838973162, + "TN": 1400142, + "TP": 549, + "n_pred": 1622, + "n_ref": 641 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 8, + "FP": 0, + "IoU": 0.0, + "TN": 1401848, + "TP": 0, + "n_pred": 0, + "n_ref": 8 + }, + "13": { + "Dice": 0.5272878323108384, + "FN": 29362, + "FP": 226, + "IoU": 0.3580386200911261, + "TN": 1355766, + "TP": 16502, + "n_pred": 16728, + "n_ref": 45864 + }, + "14": { + "Dice": 0.2892158469050038, + "FN": 21690, + "FP": 1, + "IoU": 0.1690545510266626, + "TN": 1375752, + "TP": 4413, + "n_pred": 4414, + "n_ref": 26103 + }, + "15": { + "Dice": 0.6456602457587134, + "FN": 1984, + "FP": 15289, + "IoU": 0.4767343229324447, + "TN": 1368846, + "TP": 15737, + "n_pred": 31026, + "n_ref": 17721 + }, + "2": { + "Dice": 0.00477292965271594, + "FN": 27926, + "FP": 15, + "IoU": 0.002392173664667238, + "TN": 1373848, + "TP": 67, + "n_pred": 82, + "n_ref": 27993 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 30102, + "IoU": 0.0, + "TN": 1371754, + "TP": 0, + "n_pred": 30102, + "n_ref": 0 + }, + "4": { + "Dice": 0.8869764148374094, + "FN": 2733, + "FP": 5567, + "IoU": 0.7969071155916609, + "TN": 1360988, + "TP": 32568, + "n_pred": 38135, + "n_ref": 35301 + }, + "5": { + "Dice": 0.82574568288854, + "FN": 61, + "FP": 50, + "IoU": 0.7032085561497327, + "TN": 1401482, + "TP": 263, + "n_pred": 313, + "n_ref": 324 + }, + "6": { + "Dice": 0.8887491165161232, + "FN": 6796, + "FP": 10361, + "IoU": 0.7997735972364859, + "TN": 1316168, + "TP": 68531, + "n_pred": 78892, + "n_ref": 75327 + }, + "7": { + "Dice": 0.9511466150309363, + "FN": 23419, + "FP": 1508, + "IoU": 0.9068442059315953, + "TN": 1134272, + "TP": 242657, + "n_pred": 244165, + "n_ref": 266076 + }, + "8": { + "Dice": 0.0, + "FN": 2, + "FP": 0, + "IoU": 0.0, + "TN": 1401854, + "TP": 0, + "n_pred": 0, + "n_ref": 2 + }, + "9": { + "Dice": 0.3493862134088763, + "FN": 400, + "FP": 289, + "IoU": 0.2116704805491991, + "TN": 1400982, + "TP": 185, + "n_pred": 474, + "n_ref": 585 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0050.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0050.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 77, + "IoU": 0.0, + "TN": 700851, + "TP": 0, + "n_pred": 77, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9481951757821813, + "FN": 3464, + "FP": 4141, + "IoU": 0.9014934652798466, + "TN": 623725, + "TP": 69598, + "n_pred": 73739, + "n_ref": 73062 + }, + "7": { + "Dice": 0.5432, + "FN": 1021, + "FP": 121, + "IoU": 0.37287204832509613, + "TN": 699107, + "TP": 679, + "n_pred": 800, + "n_ref": 1700 + }, + "8": { + "Dice": 0.8354515050167224, + "FN": 200, + "FP": 1276, + "IoU": 0.7174037909247559, + "TN": 695705, + "TP": 3747, + "n_pred": 5023, + "n_ref": 3947 + }, + "9": { + "Dice": 0.3727206418672502, + "FN": 3264, + "FP": 176, + "IoU": 0.22904527117884357, + "TN": 696466, + "TP": 1022, + "n_pred": 1198, + "n_ref": 4286 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0054.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0054.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9544557525866201, + "FN": 4680, + "FP": 1782, + "IoU": 0.9128793496285711, + "TN": 626755, + "TP": 67711, + "n_pred": 69493, + "n_ref": 72391 + }, + "10": { + "Dice": 0.8827526750849435, + "FN": 2963, + "FP": 1661, + "IoU": 0.7901139303708411, + "TN": 678897, + "TP": 17407, + "n_pred": 19068, + "n_ref": 20370 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8854597518294623, + "FN": 2000, + "FP": 2320, + "IoU": 0.7944618898087353, + "TN": 679910, + "TP": 16698, + "n_pred": 19018, + "n_ref": 18698 + }, + "14": { + "Dice": 0.6343042071197411, + "FN": 105, + "FP": 8, + "IoU": 0.46445497630331756, + "TN": 700717, + "TP": 98, + "n_pred": 106, + "n_ref": 203 + }, + "15": { + "Dice": 0.8382990882406421, + "FN": 5501, + "FP": 724, + "IoU": 0.7216135235454586, + "TN": 678567, + "TP": 16136, + "n_pred": 16860, + "n_ref": 21637 + }, + "2": { + "Dice": 0.8974358974358975, + "FN": 30, + "FP": 34, + "IoU": 0.813953488372093, + "TN": 700584, + "TP": 280, + "n_pred": 314, + "n_ref": 310 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9390200413665216, + "FN": 1101, + "FP": 609, + "IoU": 0.8850497445549879, + "TN": 686052, + "TP": 13166, + "n_pred": 13775, + "n_ref": 14267 + }, + "9": { + "Dice": 0.8855561064286894, + "FN": 1130, + "FP": 1640, + "IoU": 0.7946170386297916, + "TN": 687441, + "TP": 10717, + "n_pred": 12357, + "n_ref": 11847 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0066.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0066.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8486791405936932, + "FN": 1131, + "FP": 3778, + "IoU": 0.7371352074966533, + "TN": 507021, + "TP": 13766, + "n_pred": 17544, + "n_ref": 14897 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6978936998639583, + "FN": 3012, + "FP": 9868, + "IoU": 0.5359729077349857, + "TN": 497939, + "TP": 14877, + "n_pred": 24745, + "n_ref": 17889 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.37037037037037035, + "FN": 65, + "FP": 156, + "IoU": 0.22727272727272727, + "TN": 525410, + "TP": 65, + "n_pred": 221, + "n_ref": 130 + }, + "3": { + "Dice": 0.9441935514670078, + "FN": 3384, + "FP": 2461, + "IoU": 0.8942865927546979, + "TN": 470405, + "TP": 49446, + "n_pred": 51907, + "n_ref": 52830 + }, + "4": { + "Dice": 0.5925925925925926, + "FN": 8, + "FP": 3, + "IoU": 0.42105263157894735, + "TN": 525677, + "TP": 8, + "n_pred": 11, + "n_ref": 16 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9299338855536134, + "FN": 237, + "FP": 1607, + "IoU": 0.8690433918045594, + "TN": 511615, + "TP": 12237, + "n_pred": 13844, + "n_ref": 12474 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.894832179009057, + "FN": 455, + "FP": 532, + "IoU": 0.8096799074431161, + "TN": 520510, + "TP": 4199, + "n_pred": 4731, + "n_ref": 4654 + }, + "9": { + "Dice": 0.9379344813485392, + "FN": 1475, + "FP": 1257, + "IoU": 0.8831229946524064, + "TN": 502321, + "TP": 20643, + "n_pred": 21900, + "n_ref": 22118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0072.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0072.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1091, + "IoU": 0.0, + "TN": 875069, + "TP": 0, + "n_pred": 1091, + "n_ref": 0 + }, + "10": { + "Dice": 0.8463605823068309, + "FN": 514, + "FP": 858, + "IoU": 0.7336439526305572, + "TN": 871009, + "TP": 3779, + "n_pred": 4637, + "n_ref": 4293 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9884628999515976, + "FN": 1983, + "FP": 1211, + "IoU": 0.9771889730038565, + "TN": 736140, + "TP": 136826, + "n_pred": 138037, + "n_ref": 138809 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6574074074074074, + "FN": 144, + "FP": 78, + "IoU": 0.4896551724137931, + "TN": 875725, + "TP": 213, + "n_pred": 291, + "n_ref": 357 + }, + "7": { + "Dice": 0.9905196769850293, + "FN": 1379, + "FP": 1698, + "IoU": 0.9812174189058857, + "TN": 712338, + "TP": 160745, + "n_pred": 162443, + "n_ref": 162124 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0078.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0078.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8563404298001455, + "FN": 875, + "FP": 4854, + "IoU": 0.7487721452376777, + "TN": 853356, + "TP": 17075, + "n_pred": 21929, + "n_ref": 17950 + }, + "7": { + "Dice": 0.9096202779408886, + "FN": 2537, + "FP": 1157, + "IoU": 0.8342233990037248, + "TN": 853877, + "TP": 18589, + "n_pred": 19746, + "n_ref": 21126 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0081.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0081.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9944708811631839, + "FN": 785, + "FP": 765, + "IoU": 0.9890025684324049, + "TN": 559986, + "TP": 139392, + "n_pred": 140157, + "n_ref": 140177 + }, + "10": { + "Dice": 0.8993147074327886, + "FN": 931, + "FP": 24, + "IoU": 0.8170498084291188, + "TN": 695708, + "TP": 4265, + "n_pred": 4289, + "n_ref": 5196 + }, + "11": { + "Dice": 0.06451612903225806, + "FN": 2, + "FP": 27, + "IoU": 0.03333333333333333, + "TN": 700898, + "TP": 1, + "n_pred": 28, + "n_ref": 3 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8441247002398081, + "FN": 596, + "FP": 184, + "IoU": 0.7302904564315352, + "TN": 698036, + "TP": 2112, + "n_pred": 2296, + "n_ref": 2708 + }, + "3": { + "Dice": 0.9415730337078652, + "FN": 47, + "FP": 265, + "IoU": 0.8895966029723992, + "TN": 698102, + "TP": 2514, + "n_pred": 2779, + "n_ref": 2561 + }, + "4": { + "Dice": 0.961385182464874, + "FN": 2352, + "FP": 487, + "IoU": 0.9256416972236773, + "TN": 662748, + "TP": 35341, + "n_pred": 35828, + "n_ref": 37693 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.983736274244187, + "FN": 1382, + "FP": 2700, + "IoU": 0.9679930999333516, + "TN": 573393, + "TP": 123453, + "n_pred": 126153, + "n_ref": 124835 + }, + "7": { + "Dice": 0.6060606060606061, + "FN": 0, + "FP": 13, + "IoU": 0.43478260869565216, + "TN": 700905, + "TP": 10, + "n_pred": 23, + "n_ref": 10 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0147.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0147.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9696646922036061, + "FN": 1339, + "FP": 8458, + "IoU": 0.9411156590153688, + "TN": 1585943, + "TP": 156580, + "n_pred": 165038, + "n_ref": 157919 + }, + "10": { + "Dice": 0.874168126094571, + "FN": 731, + "FP": 2143, + "IoU": 0.7764641829353659, + "TN": 1739463, + "TP": 9983, + "n_pred": 12126, + "n_ref": 10714 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7718427164250821, + "FN": 2291, + "FP": 558, + "IoU": 0.6284559207094418, + "TN": 1744652, + "TP": 4819, + "n_pred": 5377, + "n_ref": 7110 + }, + "13": { + "Dice": 0.6391736683881909, + "FN": 579, + "FP": 4102, + "IoU": 0.46969525320040784, + "TN": 1743493, + "TP": 4146, + "n_pred": 8248, + "n_ref": 4725 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9861369158210662, + "FN": 135, + "FP": 156, + "IoU": 0.9726529461516775, + "TN": 1741679, + "TP": 10350, + "n_pred": 10506, + "n_ref": 10485 + }, + "3": { + "Dice": 0.9510706150341686, + "FN": 181, + "FP": 1430, + "IoU": 0.9067060458651841, + "TN": 1735052, + "TP": 15657, + "n_pred": 17087, + "n_ref": 15838 + }, + "4": { + "Dice": 0.8815783768157838, + "FN": 5666, + "FP": 2527, + "IoU": 0.7882343818656465, + "TN": 1713631, + "TP": 30496, + "n_pred": 33023, + "n_ref": 36162 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9496149486298289, + "FN": 17302, + "FP": 5100, + "IoU": 0.904063654934071, + "TN": 1518811, + "TP": 211107, + "n_pred": 216207, + "n_ref": 228409 + }, + "7": { + "Dice": 0.8186193079424527, + "FN": 5551, + "FP": 30481, + "IoU": 0.6929343889281849, + "TN": 1634977, + "TP": 81311, + "n_pred": 111792, + "n_ref": 86862 + }, + "8": { + "Dice": 0.9482752246090139, + "FN": 658, + "FP": 2140, + "IoU": 0.9016381916613935, + "TN": 1723874, + "TP": 25648, + "n_pred": 27788, + "n_ref": 26306 + }, + "9": { + "Dice": 0.831230283911672, + "FN": 131, + "FP": 83, + "IoU": 0.7112010796221323, + "TN": 1751579, + "TP": 527, + "n_pred": 610, + "n_ref": 658 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0153.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0153.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9912878845022403, + "FN": 1213, + "FP": 1097, + "IoU": 0.9827262598239723, + "TN": 917663, + "TP": 131419, + "n_pred": 132516, + "n_ref": 132632 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9189442937617359, + "FN": 749, + "FP": 2359, + "IoU": 0.8500434237190003, + "TN": 1030666, + "TP": 17618, + "n_pred": 19977, + "n_ref": 18367 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9860491551344419, + "FN": 3311, + "FP": 420, + "IoU": 0.9724822067337833, + "TN": 915807, + "TP": 131854, + "n_pred": 132274, + "n_ref": 135165 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.7951237263464338, + "FN": 1689, + "FP": 1689, + "IoU": 0.6599214738749622, + "TN": 1041459, + "TP": 6555, + "n_pred": 8244, + "n_ref": 8244 + }, + "9": { + "Dice": 0.9099501181412444, + "FN": 103, + "FP": 240, + "IoU": 0.8347784200385356, + "TN": 1049316, + "TP": 1733, + "n_pred": 1973, + "n_ref": 1836 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0159.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0159.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8193425153312557, + "FN": 248, + "FP": 5143, + "IoU": 0.6939713896457765, + "TN": 683312, + "TP": 12225, + "n_pred": 17368, + "n_ref": 12473 + }, + "10": { + "Dice": 0.4881889763779528, + "FN": 198, + "FP": 452, + "IoU": 0.3229166666666667, + "TN": 699968, + "TP": 310, + "n_pred": 762, + "n_ref": 508 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.5746776027678981, + "FN": 15601, + "FP": 1978, + "IoU": 0.40319130877609916, + "TN": 671473, + "TP": 11876, + "n_pred": 13854, + "n_ref": 27477 + }, + "15": { + "Dice": 0.5689442221234129, + "FN": 7999, + "FP": 726, + "IoU": 0.3975695643167852, + "TN": 686445, + "TP": 5758, + "n_pred": 6484, + "n_ref": 13757 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9238289205702648, + "FN": 1611, + "FP": 6430, + "IoU": 0.858440575321726, + "TN": 644125, + "TP": 48762, + "n_pred": 55192, + "n_ref": 50373 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 25, + "FP": 0, + "IoU": 0.0, + "TN": 700903, + "TP": 0, + "n_pred": 0, + "n_ref": 25 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0166.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0166.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8900070621468926, + "FN": 442, + "FP": 804, + "IoU": 0.8018132654684269, + "TN": 1220337, + "TP": 5041, + "n_pred": 5845, + "n_ref": 5483 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.593014245693509, + "FN": 12739, + "FP": 917, + "IoU": 0.4214785003177293, + "TN": 1203019, + "TP": 9949, + "n_pred": 10866, + "n_ref": 22688 + }, + "14": { + "Dice": 0.8214320425419658, + "FN": 10222, + "FP": 2639, + "IoU": 0.6969746948777155, + "TN": 1184182, + "TP": 29581, + "n_pred": 32220, + "n_ref": 39803 + }, + "15": { + "Dice": 0.8894608600157864, + "FN": 754, + "FP": 2467, + "IoU": 0.8009270704573548, + "TN": 1210444, + "TP": 12959, + "n_pred": 15426, + "n_ref": 13713 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9492471207010847, + "FN": 5869, + "FP": 1098, + "IoU": 0.9033971159179146, + "TN": 1154504, + "TP": 65153, + "n_pred": 66251, + "n_ref": 71022 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8735026353617633, + "FN": 1021, + "FP": 7427, + "IoU": 0.7754147171416419, + "TN": 1189008, + "TP": 29168, + "n_pred": 36595, + "n_ref": 30189 + }, + "7": { + "Dice": 0.0, + "FN": 106, + "FP": 14827, + "IoU": 0.0, + "TN": 1211691, + "TP": 0, + "n_pred": 14827, + "n_ref": 106 + }, + "8": { + "Dice": 0.2982588947766843, + "FN": 67, + "FP": 860, + "IoU": 0.17526690391459074, + "TN": 1225500, + "TP": 197, + "n_pred": 1057, + "n_ref": 264 + }, + "9": { + "Dice": 0.8240740740740741, + "FN": 414, + "FP": 42, + "IoU": 0.7007874015748031, + "TN": 1225100, + "TP": 1068, + "n_pred": 1110, + "n_ref": 1482 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0175.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0175.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3815028901734104, + "FN": 30, + "FP": 77, + "IoU": 0.2357142857142857, + "TN": 1051252, + "TP": 33, + "n_pred": 110, + "n_ref": 63 + }, + "10": { + "Dice": 0.8666171739668399, + "FN": 686, + "FP": 1470, + "IoU": 0.7646288209606987, + "TN": 1042232, + "TP": 7004, + "n_pred": 8474, + "n_ref": 7690 + }, + "11": { + "Dice": 0.6745406824146981, + "FN": 243, + "FP": 5, + "IoU": 0.5089108910891089, + "TN": 1050887, + "TP": 257, + "n_pred": 262, + "n_ref": 500 + }, + "12": { + "Dice": 0.712082262210797, + "FN": 178, + "FP": 46, + "IoU": 0.5528942115768463, + "TN": 1050891, + "TP": 277, + "n_pred": 323, + "n_ref": 455 + }, + "13": { + "Dice": 0.7757987257591964, + "FN": 1843, + "FP": 2978, + "IoU": 0.6337182798966723, + "TN": 1038230, + "TP": 8341, + "n_pred": 11319, + "n_ref": 10184 + }, + "14": { + "Dice": 0.3142365887207703, + "FN": 38015, + "FP": 1869, + "IoU": 0.18640610338215496, + "TN": 1002370, + "TP": 9138, + "n_pred": 11007, + "n_ref": 47153 + }, + "15": { + "Dice": 0.8177036096499184, + "FN": 99, + "FP": 3921, + "IoU": 0.6916231972997852, + "TN": 1038356, + "TP": 9016, + "n_pred": 12937, + "n_ref": 9115 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9200230813618003, + "FN": 919, + "FP": 1853, + "IoU": 0.8518914297926907, + "TN": 1032676, + "TP": 15944, + "n_pred": 17797, + "n_ref": 16863 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8606166959137629, + "FN": 2132, + "FP": 92, + "IoU": 0.7553355335533554, + "TN": 1042302, + "TP": 6866, + "n_pred": 6958, + "n_ref": 8998 + }, + "6": { + "Dice": 0.8979405333072228, + "FN": 2316, + "FP": 7065, + "IoU": 0.8147841023514778, + "TN": 1000743, + "TP": 41268, + "n_pred": 48333, + "n_ref": 43584 + }, + "7": { + "Dice": 0.8346083542075688, + "FN": 497, + "FP": 1946, + "IoU": 0.7161612640873708, + "TN": 1042785, + "TP": 6164, + "n_pred": 8110, + "n_ref": 6661 + }, + "8": { + "Dice": 0.9577020994828354, + "FN": 2383, + "FP": 1322, + "IoU": 0.9188372143968104, + "TN": 1005743, + "TP": 41944, + "n_pred": 43266, + "n_ref": 44327 + }, + "9": { + "Dice": 0.7972098754565858, + "FN": 7283, + "FP": 1933, + "IoU": 0.6628004829680583, + "TN": 1024061, + "TP": 18115, + "n_pred": 20048, + "n_ref": 25398 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0186.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0186.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.937007874015748, + "FN": 234, + "FP": 326, + "IoU": 0.8814814814814815, + "TN": 1046667, + "TP": 4165, + "n_pred": 4491, + "n_ref": 4399 + }, + "10": { + "Dice": 0.8286230806196938, + "FN": 4608, + "FP": 2881, + "IoU": 0.7073923575838087, + "TN": 1025798, + "TP": 18105, + "n_pred": 20986, + "n_ref": 22713 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6942569718578887, + "FN": 819, + "FP": 1582, + "IoU": 0.5316949483128535, + "TN": 1046265, + "TP": 2726, + "n_pred": 4308, + "n_ref": 3545 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 833, + "IoU": 0.0, + "TN": 1050559, + "TP": 0, + "n_pred": 833, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 1051387, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 587, + "IoU": 0.0, + "TN": 1050805, + "TP": 0, + "n_pred": 587, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9800557103064067, + "FN": 73, + "FP": 106, + "IoU": 0.9608914135896875, + "TN": 1046815, + "TP": 4398, + "n_pred": 4504, + "n_ref": 4471 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 45, + "FP": 0, + "IoU": 0.0, + "TN": 1051347, + "TP": 0, + "n_pred": 0, + "n_ref": 45 + }, + "6": { + "Dice": 0.9350115429619557, + "FN": 1609, + "FP": 446, + "IoU": 0.8779546264401948, + "TN": 1034554, + "TP": 14783, + "n_pred": 15229, + "n_ref": 16392 + }, + "7": { + "Dice": 0.9546886611750175, + "FN": 2282, + "FP": 2047, + "IoU": 0.9133055633436136, + "TN": 1001458, + "TP": 45605, + "n_pred": 47652, + "n_ref": 47887 + }, + "8": { + "Dice": 0.9004279600570614, + "FN": 469, + "FP": 4417, + "IoU": 0.8188894654903995, + "TN": 1024414, + "TP": 22092, + "n_pred": 26509, + "n_ref": 22561 + }, + "9": { + "Dice": 0.6868811881188119, + "FN": 252, + "FP": 760, + "IoU": 0.5230914231856739, + "TN": 1049270, + "TP": 1110, + "n_pred": 1870, + "n_ref": 1362 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0188.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0188.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.93185122229429, + "FN": 934, + "FP": 2113, + "IoU": 0.8723983416390971, + "TN": 852281, + "TP": 20832, + "n_pred": 22945, + "n_ref": 21766 + }, + "11": { + "Dice": 0.7777777777777778, + "FN": 48, + "FP": 8, + "IoU": 0.6363636363636364, + "TN": 876006, + "TP": 98, + "n_pred": 106, + "n_ref": 146 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8226696180738554, + "FN": 4162, + "FP": 885, + "IoU": 0.6987585054315387, + "TN": 859406, + "TP": 11707, + "n_pred": 12592, + "n_ref": 15869 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9515260323159784, + "FN": 2, + "FP": 25, + "IoU": 0.9075342465753424, + "TN": 875868, + "TP": 265, + "n_pred": 290, + "n_ref": 267 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8925318761384335, + "FN": 210, + "FP": 85, + "IoU": 0.805921052631579, + "TN": 874640, + "TP": 1225, + "n_pred": 1310, + "n_ref": 1435 + }, + "6": { + "Dice": 0.9201842147054152, + "FN": 2102, + "FP": 411, + "IoU": 0.852167774574975, + "TN": 859161, + "TP": 14486, + "n_pred": 14897, + "n_ref": 16588 + }, + "7": { + "Dice": 0.7911941294196131, + "FN": 110, + "FP": 516, + "IoU": 0.6545253863134658, + "TN": 874348, + "TP": 1186, + "n_pred": 1702, + "n_ref": 1296 + }, + "8": { + "Dice": 0.9619359717670783, + "FN": 84, + "FP": 218, + "IoU": 0.9266634288489558, + "TN": 872042, + "TP": 3816, + "n_pred": 4034, + "n_ref": 3900 + }, + "9": { + "Dice": 0.7330759330759331, + "FN": 2025, + "FP": 2123, + "IoU": 0.5786265745631857, + "TN": 866316, + "TP": 5696, + "n_pred": 7819, + "n_ref": 7721 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0199.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0199.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9658662718101153, + "FN": 1769, + "FP": 1320, + "IoU": 0.9339858525847883, + "TN": 654135, + "TP": 43704, + "n_pred": 45024, + "n_ref": 45473 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0217.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0217.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9816380266075388, + "FN": 512, + "FP": 1078, + "IoU": 0.9639382186840851, + "TN": 481605, + "TP": 42501, + "n_pred": 43579, + "n_ref": 43013 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.981114693689544, + "FN": 139, + "FP": 230, + "IoU": 0.9629294755877035, + "TN": 515742, + "TP": 9585, + "n_pred": 9815, + "n_ref": 9724 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9772634814446504, + "FN": 118, + "FP": 385, + "IoU": 0.9555378767789269, + "TN": 514383, + "TP": 10810, + "n_pred": 11195, + "n_ref": 10928 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0226.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0226.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9529598183667195, + "FN": 1017, + "FP": 2961, + "IoU": 0.910146367907481, + "TN": 1007120, + "TP": 40294, + "n_pred": 43255, + "n_ref": 41311 + }, + "10": { + "Dice": 0.8943089430894309, + "FN": 59, + "FP": 682, + "IoU": 0.8088235294117647, + "TN": 1047516, + "TP": 3135, + "n_pred": 3817, + "n_ref": 3194 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.20651713922979265, + "FN": 1869, + "FP": 6, + "IoU": 0.11514865502595564, + "TN": 1049273, + "TP": 244, + "n_pred": 250, + "n_ref": 2113 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 2117, + "IoU": 0.0, + "TN": 1049275, + "TP": 0, + "n_pred": 2117, + "n_ref": 0 + }, + "15": { + "Dice": 0.9827181368744695, + "FN": 4334, + "FP": 899, + "IoU": 0.9660234518043346, + "TN": 897374, + "TP": 148785, + "n_pred": 149684, + "n_ref": 153119 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9305654974946314, + "FN": 155, + "FP": 39, + "IoU": 0.8701472556894244, + "TN": 1049898, + "TP": 1300, + "n_pred": 1339, + "n_ref": 1455 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8381610417220303, + "FN": 524, + "FP": 85, + "IoU": 0.7214089661482159, + "TN": 1049206, + "TP": 1577, + "n_pred": 1662, + "n_ref": 2101 + }, + "6": { + "Dice": 0.9640728726614364, + "FN": 2053, + "FP": 1757, + "IoU": 0.9306377323453914, + "TN": 996463, + "TP": 51119, + "n_pred": 52876, + "n_ref": 53172 + }, + "7": { + "Dice": 0.9767713248091104, + "FN": 2751, + "FP": 4176, + "IoU": 0.9545972943212206, + "TN": 898824, + "TP": 145641, + "n_pred": 149817, + "n_ref": 148392 + }, + "8": { + "Dice": 0.9674364325949865, + "FN": 429, + "FP": 1022, + "IoU": 0.9369267550532493, + "TN": 1028387, + "TP": 21554, + "n_pred": 22576, + "n_ref": 21983 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0230.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0230.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.812453300124533, + "FN": 767, + "FP": 739, + "IoU": 0.6841442953020134, + "TN": 1572320, + "TP": 3262, + "n_pred": 4001, + "n_ref": 4029 + }, + "10": { + "Dice": 0.18766637089618457, + "FN": 3614, + "FP": 48, + "IoU": 0.10354957160342718, + "TN": 1573003, + "TP": 423, + "n_pred": 471, + "n_ref": 4037 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5617122642347964, + "FN": 6370, + "FP": 18285, + "IoU": 0.3905423443911603, + "TN": 1536634, + "TP": 15799, + "n_pred": 34084, + "n_ref": 22169 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9299117882919006, + "FN": 632, + "FP": 242, + "IoU": 0.8690047961630696, + "TN": 1570416, + "TP": 5798, + "n_pred": 6040, + "n_ref": 6430 + }, + "3": { + "Dice": 0.0, + "FN": 127, + "FP": 0, + "IoU": 0.0, + "TN": 1576961, + "TP": 0, + "n_pred": 0, + "n_ref": 127 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.5119715984147952, + "FN": 10000, + "FP": 1822, + "IoU": 0.3440603673084392, + "TN": 1559065, + "TP": 6201, + "n_pred": 8023, + "n_ref": 16201 + }, + "6": { + "Dice": 0.8861590876827711, + "FN": 6972, + "FP": 5057, + "IoU": 0.7955885601644944, + "TN": 1518241, + "TP": 46818, + "n_pred": 51875, + "n_ref": 53790 + }, + "7": { + "Dice": 0.9293432948061927, + "FN": 6980, + "FP": 1664, + "IoU": 0.8680123986501962, + "TN": 1511597, + "TP": 56847, + "n_pred": 58511, + "n_ref": 63827 + }, + "8": { + "Dice": 0.6727415106428419, + "FN": 29961, + "FP": 2218, + "IoU": 0.5068654795108346, + "TN": 1511834, + "TP": 33075, + "n_pred": 35293, + "n_ref": 63036 + }, + "9": { + "Dice": 0.905595379822184, + "FN": 2633, + "FP": 1094, + "IoU": 0.827477665139101, + "TN": 1555485, + "TP": 17876, + "n_pred": 18970, + "n_ref": 20509 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0245.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0245.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9826724965901964, + "FN": 1467, + "FP": 2484, + "IoU": 0.9659352502478769, + "TN": 760175, + "TP": 112034, + "n_pred": 114518, + "n_ref": 113501 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9934757105274094, + "FN": 543, + "FP": 1498, + "IoU": 0.9870360019309433, + "TN": 718724, + "TP": 155395, + "n_pred": 156893, + "n_ref": 155938 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9780142044650689, + "FN": 402, + "FP": 375, + "IoU": 0.9569743618140539, + "TN": 858101, + "TP": 17282, + "n_pred": 17657, + "n_ref": 17684 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 1, + "FP": 0, + "IoU": 0.0, + "TN": 876159, + "TP": 0, + "n_pred": 0, + "n_ref": 1 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 254, + "IoU": 0.0, + "TN": 875906, + "TP": 0, + "n_pred": 254, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0274.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0274.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9722785025846888, + "FN": 709, + "FP": 2219, + "IoU": 0.9460525103638876, + "TN": 1172349, + "TP": 51347, + "n_pred": 53566, + "n_ref": 52056 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.6272687029659141, + "FN": 1577, + "FP": 107, + "IoU": 0.45694937117059015, + "TN": 1223523, + "TP": 1417, + "n_pred": 1524, + "n_ref": 2994 + }, + "12": { + "Dice": 0.6666666666666666, + "FN": 15, + "FP": 3, + "IoU": 0.5, + "TN": 1226588, + "TP": 18, + "n_pred": 21, + "n_ref": 33 + }, + "13": { + "Dice": 0.30502532138683286, + "FN": 3566, + "FP": 2, + "IoU": 0.17995863019995403, + "TN": 1222273, + "TP": 783, + "n_pred": 785, + "n_ref": 4349 + }, + "14": { + "Dice": 0.5, + "FN": 12, + "FP": 0, + "IoU": 0.3333333333333333, + "TN": 1226606, + "TP": 6, + "n_pred": 6, + "n_ref": 18 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9369841980679419, + "FN": 1026, + "FP": 944, + "IoU": 0.8814395763119884, + "TN": 1210008, + "TP": 14646, + "n_pred": 15590, + "n_ref": 15672 + }, + "3": { + "Dice": 0.9056261343012704, + "FN": 14, + "FP": 90, + "IoU": 0.8275290215588723, + "TN": 1226021, + "TP": 499, + "n_pred": 589, + "n_ref": 513 + }, + "4": { + "Dice": 0.7812313209802749, + "FN": 493, + "FP": 239, + "IoU": 0.6410004904364884, + "TN": 1224585, + "TP": 1307, + "n_pred": 1546, + "n_ref": 1800 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9766296627558269, + "FN": 3614, + "FP": 3049, + "IoU": 0.9543267253434236, + "TN": 1080740, + "TP": 139221, + "n_pred": 142270, + "n_ref": 142835 + }, + "7": { + "Dice": 0.9760538088664223, + "FN": 3265, + "FP": 3656, + "IoU": 0.9532276376611791, + "TN": 1078652, + "TP": 141051, + "n_pred": 144707, + "n_ref": 144316 + }, + "8": { + "Dice": 0.003978779840848806, + "FN": 181, + "FP": 10333, + "IoU": 0.0019933554817275745, + "TN": 1216089, + "TP": 21, + "n_pred": 10354, + "n_ref": 202 + }, + "9": { + "Dice": 0.9109821755266322, + "FN": 1355, + "FP": 2051, + "IoU": 0.8365172314485937, + "TN": 1205790, + "TP": 17428, + "n_pred": 19479, + "n_ref": 18783 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0281.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0281.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8938370074960305, + "FN": 327, + "FP": 2548, + "IoU": 0.8080518093203365, + "TN": 861182, + "TP": 12103, + "n_pred": 14651, + "n_ref": 12430 + }, + "5": { + "Dice": 0.314540059347181, + "FN": 229, + "FP": 2, + "IoU": 0.18661971830985916, + "TN": 875876, + "TP": 53, + "n_pred": 55, + "n_ref": 282 + }, + "6": { + "Dice": 0.9812163098141958, + "FN": 4195, + "FP": 795, + "IoU": 0.9631252632590173, + "TN": 740837, + "TP": 130333, + "n_pred": 131128, + "n_ref": 134528 + }, + "7": { + "Dice": 0.9333270597092175, + "FN": 177, + "FP": 1240, + "IoU": 0.8749889722099691, + "TN": 864825, + "TP": 9918, + "n_pred": 11158, + "n_ref": 10095 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0361.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0361.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9735581409817706, + "FN": 675, + "FP": 1025, + "IoU": 0.9484786034670869, + "TN": 2595484, + "TP": 31296, + "n_pred": 32321, + "n_ref": 31971 + }, + "10": { + "Dice": 0.14353903852710534, + "FN": 17, + "FP": 5007, + "IoU": 0.0773186409550046, + "TN": 2623035, + "TP": 421, + "n_pred": 5428, + "n_ref": 438 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.00975609756097561, + "FN": 811, + "FP": 1, + "IoU": 0.004901960784313725, + "TN": 2627664, + "TP": 4, + "n_pred": 5, + "n_ref": 815 + }, + "14": { + "Dice": 0.0, + "FN": 68, + "FP": 16107, + "IoU": 0.0, + "TN": 2612305, + "TP": 0, + "n_pred": 16107, + "n_ref": 68 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 65, + "IoU": 0.0, + "TN": 2628415, + "TP": 0, + "n_pred": 65, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 2628478, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "4": { + "Dice": 0.1675847794937112, + "FN": 51988, + "FP": 296, + "IoU": 0.09145567970528437, + "TN": 2570933, + "TP": 5263, + "n_pred": 5559, + "n_ref": 57251 + }, + "5": { + "Dice": 0.4892086330935252, + "FN": 7, + "FP": 135, + "IoU": 0.3238095238095238, + "TN": 2628270, + "TP": 68, + "n_pred": 203, + "n_ref": 75 + }, + "6": { + "Dice": 0.8874582875728647, + "FN": 29708, + "FP": 55550, + "IoU": 0.7976854060031371, + "TN": 2207067, + "TP": 336155, + "n_pred": 391705, + "n_ref": 365863 + }, + "7": { + "Dice": 0.9778157726009831, + "FN": 9857, + "FP": 3637, + "IoU": 0.9565944634941875, + "TN": 2317598, + "TP": 297388, + "n_pred": 301025, + "n_ref": 307245 + }, + "8": { + "Dice": 0.6666666666666666, + "FN": 2, + "FP": 4, + "IoU": 0.5, + "TN": 2628468, + "TP": 6, + "n_pred": 10, + "n_ref": 8 + }, + "9": { + "Dice": 0.7669026116670735, + "FN": 10961, + "FP": 499, + "IoU": 0.6219319081551861, + "TN": 2598168, + "TP": 18852, + "n_pred": 19351, + "n_ref": 29813 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0362.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0362.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.8298265895953757, + "FN": 875, + "FP": 597, + "IoU": 0.709148389646315, + "TN": 871099, + "TP": 3589, + "n_pred": 4186, + "n_ref": 4464 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8617604191649909, + "FN": 6388, + "FP": 1105, + "IoU": 0.757099325726141, + "TN": 845312, + "TP": 23355, + "n_pred": 24460, + "n_ref": 29743 + }, + "15": { + "Dice": 0.8924256134561133, + "FN": 299, + "FP": 1722, + "IoU": 0.8057477893118031, + "TN": 865756, + "TP": 8383, + "n_pred": 10105, + "n_ref": 8682 + }, + "2": { + "Dice": 0.9665185862677207, + "FN": 1354, + "FP": 696, + "IoU": 0.9352065488795474, + "TN": 844521, + "TP": 29589, + "n_pred": 30285, + "n_ref": 30943 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9827286179343001, + "FN": 1857, + "FP": 1061, + "IoU": 0.9660437079619243, + "TN": 790226, + "TP": 83016, + "n_pred": 84077, + "n_ref": 84873 + }, + "7": { + "Dice": 0.8388473852721452, + "FN": 93, + "FP": 58, + "IoU": 0.7224264705882353, + "TN": 875616, + "TP": 393, + "n_pred": 451, + "n_ref": 486 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9200332042058661, + "FN": 1012, + "FP": 144, + "IoU": 0.8519087881117089, + "TN": 868354, + "TP": 6650, + "n_pred": 6794, + "n_ref": 7662 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0378.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0378.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9754737123031759, + "FN": 1623, + "FP": 215, + "IoU": 0.9521217015290838, + "TN": 1013003, + "TP": 36551, + "n_pred": 36766, + "n_ref": 38174 + }, + "10": { + "Dice": 0.9247914047319694, + "FN": 1457, + "FP": 1175, + "IoU": 0.8601041777399808, + "TN": 1032578, + "TP": 16182, + "n_pred": 17357, + "n_ref": 17639 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.97100479974821, + "FN": 1228, + "FP": 1720, + "IoU": 0.9436436627795832, + "TN": 999082, + "TP": 49362, + "n_pred": 51082, + "n_ref": 50590 + }, + "3": { + "Dice": 0.9647643616686592, + "FN": 615, + "FP": 505, + "IoU": 0.9319273080897101, + "TN": 1034939, + "TP": 15333, + "n_pred": 15838, + "n_ref": 15948 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9633529280452414, + "FN": 599, + "FP": 1371, + "IoU": 0.9292969170584646, + "TN": 1023529, + "TP": 25893, + "n_pred": 27264, + "n_ref": 26492 + }, + "7": { + "Dice": 0.9704290150049583, + "FN": 428, + "FP": 1391, + "IoU": 0.9425566854039032, + "TN": 1019726, + "TP": 29847, + "n_pred": 31238, + "n_ref": 30275 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0400.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0400.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.979956164456128, + "FN": 2001, + "FP": 1026, + "IoU": 0.9607000506342261, + "TN": 974369, + "TP": 73996, + "n_pred": 75022, + "n_ref": 75997 + }, + "10": { + "Dice": 0.8890825610067171, + "FN": 2898, + "FP": 2320, + "IoU": 0.8003138035283762, + "TN": 1025261, + "TP": 20913, + "n_pred": 23233, + "n_ref": 23811 + }, + "11": { + "Dice": 0.7412943774418209, + "FN": 328, + "FP": 1195, + "IoU": 0.5889338731443995, + "TN": 1047687, + "TP": 2182, + "n_pred": 3377, + "n_ref": 2510 + }, + "12": { + "Dice": 0.43874643874643876, + "FN": 1130, + "FP": 52, + "IoU": 0.28102189781021897, + "TN": 1049748, + "TP": 462, + "n_pred": 514, + "n_ref": 1592 + }, + "13": { + "Dice": 0.8748496752986451, + "FN": 755, + "FP": 806, + "IoU": 0.7775402593701012, + "TN": 1044375, + "TP": 5456, + "n_pred": 6262, + "n_ref": 6211 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9547013329889659, + "FN": 1970, + "FP": 1187, + "IoU": 0.9133287577213453, + "TN": 1014967, + "TP": 33268, + "n_pred": 34455, + "n_ref": 35238 + }, + "3": { + "Dice": 0.9763558754603281, + "FN": 995, + "FP": 135, + "IoU": 0.9538040145537795, + "TN": 1026931, + "TP": 23331, + "n_pred": 23466, + "n_ref": 24326 + }, + "4": { + "Dice": 0.629817747236331, + "FN": 1192, + "FP": 47, + "IoU": 0.4596598342782381, + "TN": 1049099, + "TP": 1054, + "n_pred": 1101, + "n_ref": 2246 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9649428230073391, + "FN": 946, + "FP": 2135, + "IoU": 0.9322604049864784, + "TN": 1005909, + "TP": 42402, + "n_pred": 44537, + "n_ref": 43348 + }, + "7": { + "Dice": 0.7119354224351367, + "FN": 38547, + "FP": 779, + "IoU": 0.5527171811378268, + "TN": 963470, + "TP": 48596, + "n_pred": 49375, + "n_ref": 87143 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.934512755351383, + "FN": 1712, + "FP": 968, + "IoU": 0.8770754976607651, + "TN": 1029590, + "TP": 19122, + "n_pred": 20090, + "n_ref": 20834 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0404.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2851179/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0404.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": 0.646869811644689, + "FN": 3334.6466666666665, + "FP": 3104.6222222222223, + "IoU": 0.5647707273172553, + "TN": 1142896.888, + "TP": 18877.176444444445, + "n_pred": 21981.79866666667, + "n_ref": 22211.823111111113 + }, + "mean": { + "1": { + "Dice": 0.8208389280017796, + "FN": 1288.9666666666667, + "FP": 1219.2933333333333, + "IoU": 0.7648415415485108, + "TN": 1141275.38, + "TP": 24429.693333333336, + "n_pred": 25648.986666666664, + "n_ref": 25718.660000000003 + }, + "10": { + "Dice": 0.6770435172320636, + "FN": 3064.746666666667, + "FP": 2277.686666666667, + "IoU": 0.5741204471871753, + "TN": 1153363.7266666668, + "TP": 9507.173333333334, + "n_pred": 11784.86, + "n_ref": 12571.920000000002 + }, + "11": { + "Dice": 0.4579255391219038, + "FN": 157.19333333333333, + "FP": 95.02666666666667, + "IoU": 0.3589895752753421, + "TN": 1167672.1600000001, + "TP": 288.95333333333326, + "n_pred": 383.98, + "n_ref": 446.1466666666667 + }, + "12": { + "Dice": 0.4311970190784942, + "FN": 203.21999999999997, + "FP": 91.07333333333334, + "IoU": 0.32915862246791566, + "TN": 1167615.9733333334, + "TP": 303.0666666666667, + "n_pred": 394.14, + "n_ref": 506.2866666666667 + }, + "13": { + "Dice": 0.4928629048702001, + "FN": 3817.4399999999996, + "FP": 2182.36, + "IoU": 0.38774880515594035, + "TN": 1157782.5333333332, + "TP": 4431.0, + "n_pred": 6613.359999999999, + "n_ref": 8248.439999999999 + }, + "14": { + "Dice": 0.5417089669789859, + "FN": 6738.5, + "FP": 8223.7, + "IoU": 0.4720002705880365, + "TN": 1138679.98, + "TP": 14571.153333333332, + "n_pred": 22794.853333333333, + "n_ref": 21309.653333333335 + }, + "15": { + "Dice": 0.5796810271860424, + "FN": 3093.9533333333334, + "FP": 4212.1466666666665, + "IoU": 0.4901643160278525, + "TN": 1151518.0399999998, + "TP": 9389.193333333335, + "n_pred": 13601.34, + "n_ref": 12483.146666666667 + }, + "2": { + "Dice": 0.7194924666972395, + "FN": 3714.0800000000004, + "FP": 2456.0666666666666, + "IoU": 0.6658318214869665, + "TN": 1145327.3066666666, + "TP": 16715.879999999997, + "n_pred": 19171.946666666663, + "n_ref": 20429.96 + }, + "3": { + "Dice": 0.7239932505829689, + "FN": 3200.2600000000007, + "FP": 2724.9333333333334, + "IoU": 0.6727076660936511, + "TN": 1148393.1666666667, + "TP": 13894.973333333333, + "n_pred": 16619.906666666666, + "n_ref": 17095.233333333334 + }, + "4": { + "Dice": 0.5376027039873832, + "FN": 2093.2799999999997, + "FP": 1236.42, + "IoU": 0.4516810450787527, + "TN": 1160340.7266666668, + "TP": 4542.906666666667, + "n_pred": 5779.326666666666, + "n_ref": 6636.1866666666665 + }, + "5": { + "Dice": 0.5668406119732465, + "FN": 407.22666666666663, + "FP": 165.06666666666666, + "IoU": 0.455388266319515, + "TN": 1166836.9666666668, + "TP": 804.0733333333334, + "n_pred": 969.1400000000001, + "n_ref": 1211.3 + }, + "6": { + "Dice": 0.897060542406434, + "FN": 12830.293333333333, + "FP": 9314.88, + "IoU": 0.835566804429338, + "TN": 1049252.933333333, + "TP": 96815.22666666665, + "n_pred": 106130.10666666666, + "n_ref": 109645.51999999999 + }, + "7": { + "Dice": 0.7598023451048486, + "FN": 7291.593333333333, + "FP": 10359.24666666667, + "IoU": 0.6877501473654931, + "TN": 1077557.9666666666, + "TP": 73004.52666666667, + "n_pred": 83363.77333333333, + "n_ref": 80296.12 + }, + "8": { + "Dice": 0.7390179562943406, + "FN": 1013.6200000000001, + "FP": 1028.3600000000001, + "IoU": 0.6694875050869383, + "TN": 1157709.78, + "TP": 8461.573333333334, + "n_pred": 9489.933333333334, + "n_ref": 9475.193333333333 + }, + "9": { + "Dice": 0.7579793951544052, + "FN": 1105.3266666666666, + "FP": 983.0733333333334, + "IoU": 0.6561240756474034, + "TN": 1160126.6800000002, + "TP": 5998.253333333332, + "n_pred": 6981.326666666666, + "n_ref": 7103.579999999999 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/loop_002/summary.json b/nnActive_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/loop_002/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f321152d1234b460c39314d729d1ae553d51c752 --- /dev/null +++ b/nnActive_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/loop_002/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.8280387593568349, + "FN": 15089.977333333336, + "FP": 10819.025333333333, + "IoU": 0.7382519401406955, + "TN": 96259551.28400001, + "TP": 171500.55333333337, + "n_pred": 182319.5786666667, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.9402267073925704, + "FN": 7085.4, + "FP": 9026.44, + "IoU": 0.9051522493006398, + "TN": 96253646.26, + "TP": 187202.74, + "n_pred": 196229.18, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.8092086407558939, + "FN": 13348.42, + "FP": 12114.58, + "IoU": 0.6957437448799465, + "TN": 96370623.7, + "TP": 60874.14, + "n_pred": 72988.72, + "n_ref": 74222.56 + }, + "11": { + "Dice": 0.7459361093608436, + "FN": 1018.7, + "FP": 697.52, + "IoU": 0.6052758848612786, + "TN": 96452562.94, + "TP": 2681.68, + "n_pred": 3379.2, + "n_ref": 3700.38 + }, + "12": { + "Dice": 0.7220130987616811, + "FN": 1398.7, + "FP": 650.04, + "IoU": 0.5788829050032845, + "TN": 96452074.14, + "TP": 2837.96, + "n_pred": 3488.0, + "n_ref": 4236.66 + }, + "13": { + "Dice": 0.6873744319606936, + "FN": 19967.68, + "FP": 10754.66, + "IoU": 0.5502871038524583, + "TN": 96388348.04, + "TP": 37890.46, + "n_pred": 48645.12, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.7815013221140626, + "FN": 28720.98, + "FP": 10291.54, + "IoU": 0.6913944462624624, + "TN": 96308311.16, + "TP": 109637.16, + "n_pred": 119928.7, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.7466223913949723, + "FN": 8956.36, + "FP": 14177.36, + "IoU": 0.6361058962160433, + "TN": 96388736.44, + "TP": 45090.68, + "n_pred": 59268.04, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.9349546906172388, + "FN": 12430.54, + "FP": 7456.78, + "IoU": 0.8832973020607153, + "TN": 96292662.36, + "TP": 144411.16, + "n_pred": 151867.94, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.9435559250897916, + "FN": 8133.56, + "FP": 10830.5, + "IoU": 0.8968126468393629, + "TN": 96282727.76, + "TP": 155269.02, + "n_pred": 166099.52, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.7609452110962576, + "FN": 4812.7, + "FP": 4655.32, + "IoU": 0.674844024606762, + "TN": 96425728.02, + "TP": 21764.8, + "n_pred": 26420.12, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.70750155091021, + "FN": 7632.88, + "FP": 2358.6, + "IoU": 0.5730411646794253, + "TN": 96437450.08, + "TP": 9519.28, + "n_pred": 11877.88, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.9686501990519928, + "FN": 46893.1, + "FP": 38351.32, + "IoU": 0.9400998381853237, + "TN": 95059385.9, + "TP": 1312330.52, + "n_pred": 1350681.84, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.8712304008971166, + "FN": 40799.4, + "FP": 25103.18, + "IoU": 0.7977947728914798, + "TN": 96092933.0, + "TP": 298125.26, + "n_pred": 323228.44, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.9215735414763437, + "FN": 15196.84, + "FP": 7998.54, + "IoU": 0.8563047371514092, + "TN": 96316593.12, + "TP": 117172.34, + "n_pred": 125170.88, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.8792871694728563, + "FN": 9954.4, + "FP": 7819.0, + "IoU": 0.7887423853198392, + "TN": 96371486.34, + "TP": 67701.1, + "n_pred": 75520.1, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9481959431898246, + "FN": 3195, + "FP": 6584, + "IoU": 0.9014948526300944, + "TN": 119494046, + "TP": 89495, + "n_pred": 96079, + "n_ref": 92690 + }, + "10": { + "Dice": 0.7934648543001537, + "FN": 12612, + "FP": 20041, + "IoU": 0.6576392383828217, + "TN": 119497944, + "TP": 62723, + "n_pred": 82764, + "n_ref": 75335 + }, + "11": { + "Dice": 0.7757913247362251, + "FN": 899, + "FP": 631, + "IoU": 0.6337084031601627, + "TN": 119589143, + "TP": 2647, + "n_pred": 3278, + "n_ref": 3546 + }, + "12": { + "Dice": 0.7437835469383284, + "FN": 1070, + "FP": 1269, + "IoU": 0.5920823160097664, + "TN": 119587586, + "TP": 3395, + "n_pred": 4664, + "n_ref": 4465 + }, + "13": { + "Dice": 0.6123881534761791, + "FN": 24491, + "FP": 11291, + "IoU": 0.4413252560579565, + "TN": 119529272, + "TP": 28266, + "n_pred": 39557, + "n_ref": 52757 + }, + "14": { + "Dice": 0.28242787919380524, + "FN": 206161, + "FP": 3825, + "IoU": 0.16443436393299113, + "TN": 119342010, + "TP": 41324, + "n_pred": 45149, + "n_ref": 247485 + }, + "15": { + "Dice": 0.0029545814653605617, + "FN": 32546, + "FP": 181402, + "IoU": 0.0014794763493804401, + "TN": 119379055, + "TP": 317, + "n_pred": 181719, + "n_ref": 32863 + }, + "2": { + "Dice": 0.9506289045069165, + "FN": 4455, + "FP": 9707, + "IoU": 0.9059034583568653, + "TN": 119442815, + "TP": 136343, + "n_pred": 146050, + "n_ref": 140798 + }, + "3": { + "Dice": 0.9532889078707957, + "FN": 7439, + "FP": 8529, + "IoU": 0.9107469243797056, + "TN": 119414413, + "TP": 162939, + "n_pred": 171468, + "n_ref": 170378 + }, + "4": { + "Dice": 0.8698284702808254, + "FN": 15787, + "FP": 2745, + "IoU": 0.7696428793397059, + "TN": 119512871, + "TP": 61917, + "n_pred": 64662, + "n_ref": 77704 + }, + "5": { + "Dice": 0.0637622253270672, + "FN": 61503, + "FP": 19578, + "IoU": 0.03293098924166885, + "TN": 119509478, + "TP": 2761, + "n_pred": 22339, + "n_ref": 64264 + }, + "6": { + "Dice": 0.9697088008230808, + "FN": 24524, + "FP": 47785, + "IoU": 0.9411987616683161, + "TN": 118363601, + "TP": 1157410, + "n_pred": 1205195, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 98955, + "IoU": 0.0, + "TN": 119494365, + "TP": 0, + "n_pred": 98955, + "n_ref": 0 + }, + "8": { + "Dice": 0.8644644462398016, + "FN": 58594, + "FP": 12872, + "IoU": 0.7612834696168029, + "TN": 119293944, + "TP": 227910, + "n_pred": 240782, + "n_ref": 286504 + }, + "9": { + "Dice": 0.8655338729349151, + "FN": 14084, + "FP": 5320, + "IoU": 0.7629437779460991, + "TN": 119511466, + "TP": 62450, + "n_pred": 67770, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9600650684104142, + "FN": 9736, + "FP": 5141, + "IoU": 0.9231972494114732, + "TN": 72631956, + "TP": 178827, + "n_pred": 183968, + "n_ref": 188563 + }, + "10": { + "Dice": 0.7897181613519136, + "FN": 13027, + "FP": 16489, + "IoU": 0.6525076524605604, + "TN": 72740720, + "TP": 55424, + "n_pred": 71913, + "n_ref": 68451 + }, + "11": { + "Dice": 0.6942713567839196, + "FN": 520, + "FP": 1001, + "IoU": 0.5317118226600985, + "TN": 72822412, + "TP": 1727, + "n_pred": 2728, + "n_ref": 2247 + }, + "12": { + "Dice": 0.6691538070205189, + "FN": 901, + "FP": 1050, + "IoU": 0.5028032619775739, + "TN": 72821736, + "TP": 1973, + "n_pred": 3023, + "n_ref": 2874 + }, + "13": { + "Dice": 0.6886369198140142, + "FN": 20636, + "FP": 6083, + "IoU": 0.5251306295098284, + "TN": 72769394, + "TP": 29547, + "n_pred": 35630, + "n_ref": 50183 + }, + "14": { + "Dice": 0.9002499877456988, + "FN": 3424, + "FP": 12856, + "IoU": 0.81859511499376, + "TN": 72735916, + "TP": 73464, + "n_pred": 86320, + "n_ref": 76888 + }, + "15": { + "Dice": 0.8568531143855533, + "FN": 7416, + "FP": 4300, + "IoU": 0.7495564438554114, + "TN": 72778879, + "TP": 35065, + "n_pred": 39365, + "n_ref": 42481 + }, + "2": { + "Dice": 0.9431128973328462, + "FN": 6778, + "FP": 8792, + "IoU": 0.8923497078853666, + "TN": 72681025, + "TP": 129065, + "n_pred": 137857, + "n_ref": 135843 + }, + "3": { + "Dice": 0.9650163001577182, + "FN": 3857, + "FP": 5082, + "IoU": 0.9323975829810405, + "TN": 72693431, + "TP": 123290, + "n_pred": 128372, + "n_ref": 127147 + }, + "4": { + "Dice": 0.8656418225206727, + "FN": 3613, + "FP": 3650, + "IoU": 0.7631115459882584, + "TN": 72795000, + "TP": 23397, + "n_pred": 27047, + "n_ref": 27010 + }, + "5": { + "Dice": 0.7263779527559056, + "FN": 3473, + "FP": 419, + "IoU": 0.5703245749613601, + "TN": 72816602, + "TP": 5166, + "n_pred": 5585, + "n_ref": 8639 + }, + "6": { + "Dice": 0.9647323476131868, + "FN": 38296, + "FP": 47210, + "IoU": 0.9318675662172897, + "TN": 71570663, + "TP": 1169491, + "n_pred": 1216701, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.9109255318921895, + "FN": 25468, + "FP": 16269, + "IoU": 0.836421712718009, + "TN": 72570510, + "TP": 213413, + "n_pred": 229682, + "n_ref": 238881 + }, + "8": { + "Dice": 0.9131195335276968, + "FN": 4167, + "FP": 6114, + "IoU": 0.8401287553648069, + "TN": 72761352, + "TP": 54027, + "n_pred": 60141, + "n_ref": 58194 + }, + "9": { + "Dice": 0.8478741342362133, + "FN": 14879, + "FP": 7766, + "IoU": 0.7359214469802101, + "TN": 72739909, + "TP": 63106, + "n_pred": 70872, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9660080571499995, + "FN": 8862, + "FP": 8815, + "IoU": 0.9342510488886244, + "TN": 71540632, + "TP": 251179, + "n_pred": 259994, + "n_ref": 260041 + }, + "10": { + "Dice": 0.8608282416836388, + "FN": 14468, + "FP": 11157, + "IoU": 0.7556615017878426, + "TN": 71704613, + "TP": 79250, + "n_pred": 90407, + "n_ref": 93718 + }, + "11": { + "Dice": 0.6814315519178302, + "FN": 1246, + "FP": 739, + "IoU": 0.5167964946445959, + "TN": 71805380, + "TP": 2123, + "n_pred": 2862, + "n_ref": 3369 + }, + "12": { + "Dice": 0.6456114579507896, + "FN": 2993, + "FP": 867, + "IoU": 0.47668112798264645, + "TN": 71802112, + "TP": 3516, + "n_pred": 4383, + "n_ref": 6509 + }, + "13": { + "Dice": 0.8033177582068388, + "FN": 16880, + "FP": 6145, + "IoU": 0.6712874396824944, + "TN": 71739442, + "TP": 47021, + "n_pred": 53166, + "n_ref": 63901 + }, + "14": { + "Dice": 0.8134602547777846, + "FN": 159626, + "FP": 6649, + "IoU": 0.6855735410914867, + "TN": 71280668, + "TP": 362545, + "n_pred": 369194, + "n_ref": 522171 + }, + "15": { + "Dice": 0.8277210566449772, + "FN": 41180, + "FP": 16883, + "IoU": 0.7060785842284835, + "TN": 71611942, + "TP": 139483, + "n_pred": 156366, + "n_ref": 180663 + }, + "2": { + "Dice": 0.9487623881541393, + "FN": 8923, + "FP": 5977, + "IoU": 0.902519447043199, + "TN": 71656637, + "TP": 137951, + "n_pred": 143928, + "n_ref": 146874 + }, + "3": { + "Dice": 0.9520455733646113, + "FN": 9265, + "FP": 8438, + "IoU": 0.9084799387901754, + "TN": 71616055, + "TP": 175730, + "n_pred": 184168, + "n_ref": 184995 + }, + "4": { + "Dice": 0.764000832763287, + "FN": 1131, + "FP": 6804, + "IoU": 0.6181240675682179, + "TN": 71788709, + "TP": 12844, + "n_pred": 19648, + "n_ref": 13975 + }, + "5": { + "Dice": 0.865950308747022, + "FN": 1438, + "FP": 1319, + "IoU": 0.7635911507460127, + "TN": 71797826, + "TP": 8905, + "n_pred": 10224, + "n_ref": 10343 + }, + "6": { + "Dice": 0.9725686504121787, + "FN": 33129, + "FP": 35413, + "IoU": 0.9466020778929393, + "TN": 70525880, + "TP": 1215066, + "n_pred": 1250479, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.9460123120776845, + "FN": 14774, + "FP": 10378, + "IoU": 0.8975553727221629, + "TN": 71563970, + "TP": 220366, + "n_pred": 230744, + "n_ref": 235140 + }, + "8": { + "Dice": 0.930569842902681, + "FN": 7961, + "FP": 2973, + "IoU": 0.8701548546456394, + "TN": 71725280, + "TP": 73274, + "n_pred": 76247, + "n_ref": 81235 + }, + "9": { + "Dice": 0.8600339268555973, + "FN": 15656, + "FP": 7942, + "IoU": 0.7544381776936044, + "TN": 71713390, + "TP": 72500, + "n_pred": 80442, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9705893991485242, + "FN": 5708, + "FP": 6927, + "IoU": 0.9428593394566775, + "TN": 135224389, + "TP": 208486, + "n_pred": 215413, + "n_ref": 214194 + }, + "10": { + "Dice": 0.8311878758492641, + "FN": 14851, + "FP": 13698, + "IoU": 0.7111389920370726, + "TN": 135346677, + "TP": 70284, + "n_pred": 83982, + "n_ref": 85135 + }, + "11": { + "Dice": 0.7060333761232349, + "FN": 1072, + "FP": 989, + "IoU": 0.5456349206349206, + "TN": 135440974, + "TP": 2475, + "n_pred": 3464, + "n_ref": 3547 + }, + "12": { + "Dice": 0.7189682966147233, + "FN": 2163, + "FP": 452, + "IoU": 0.5612416107382551, + "TN": 135439550, + "TP": 3345, + "n_pred": 3797, + "n_ref": 5508 + }, + "13": { + "Dice": 0.733079038410361, + "FN": 11649, + "FP": 9414, + "IoU": 0.578630443915418, + "TN": 135395523, + "TP": 28924, + "n_pred": 38338, + "n_ref": 40573 + }, + "14": { + "Dice": 0.8995096763447464, + "FN": 13406, + "FP": 15553, + "IoU": 0.8173717269562585, + "TN": 135286942, + "TP": 129609, + "n_pred": 145162, + "n_ref": 143015 + }, + "15": { + "Dice": 0.8194239487010712, + "FN": 12707, + "FP": 4302, + "IoU": 0.6940882358230968, + "TN": 135389909, + "TP": 38592, + "n_pred": 42894, + "n_ref": 51299 + }, + "2": { + "Dice": 0.961401095907659, + "FN": 11014, + "FP": 4927, + "IoU": 0.9256712019620825, + "TN": 135231044, + "TP": 198525, + "n_pred": 203452, + "n_ref": 209539 + }, + "3": { + "Dice": 0.9591337316435598, + "FN": 14238, + "FP": 3881, + "IoU": 0.9214764286271485, + "TN": 135214764, + "TP": 212627, + "n_pred": 216508, + "n_ref": 226865 + }, + "4": { + "Dice": 0.8653680628202921, + "FN": 4166, + "FP": 6001, + "IoU": 0.7626861491060175, + "TN": 135402668, + "TP": 32675, + "n_pred": 38676, + "n_ref": 36841 + }, + "5": { + "Dice": 0.5391156070696131, + "FN": 16346, + "FP": 3655, + "IoU": 0.3690337234613079, + "TN": 135413811, + "TP": 11698, + "n_pred": 15353, + "n_ref": 28044 + }, + "6": { + "Dice": 0.9663507566123202, + "FN": 39303, + "FP": 73731, + "IoU": 0.9348923368290816, + "TN": 133709401, + "TP": 1623075, + "n_pred": 1696806, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.8908071567357513, + "FN": 22918, + "FP": 20242, + "IoU": 0.8031129682681605, + "TN": 135226298, + "TP": 176052, + "n_pred": 196294, + "n_ref": 198970 + }, + "8": { + "Dice": 0.859221209298825, + "FN": 61306, + "FP": 13513, + "IoU": 0.753188274801908, + "TN": 135142368, + "TP": 228323, + "n_pred": 241836, + "n_ref": 289629 + }, + "9": { + "Dice": 0.8572315882874889, + "FN": 20746, + "FP": 4998, + "IoU": 0.7501358801149157, + "TN": 135342478, + "TP": 77288, + "n_pred": 82286, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9213439335344147, + "FN": 10469, + "FP": 31490, + "IoU": 0.8541591357784389, + "TN": 105466301, + "TP": 245745, + "n_pred": 277235, + "n_ref": 256214 + }, + "10": { + "Dice": 0.4385203653537267, + "FN": 33047, + "FP": 37216, + "IoU": 0.28083642951453924, + "TN": 105656304, + "TP": 27438, + "n_pred": 64654, + "n_ref": 60485 + }, + "11": { + "Dice": 0.7323743562422305, + "FN": 407, + "FP": 1100, + "IoU": 0.577752871952928, + "TN": 105750436, + "TP": 2062, + "n_pred": 3162, + "n_ref": 2469 + }, + "12": { + "Dice": 0.6813029471423457, + "FN": 1549, + "FP": 1122, + "IoU": 0.5166485703944987, + "TN": 105748479, + "TP": 2855, + "n_pred": 3977, + "n_ref": 4404 + }, + "13": { + "Dice": 0.4402727637384677, + "FN": 56206, + "FP": 6587, + "IoU": 0.2822754860611048, + "TN": 105666516, + "TP": 24696, + "n_pred": 31283, + "n_ref": 80902 + }, + "14": { + "Dice": 0.9483120241344635, + "FN": 15368, + "FP": 4421, + "IoU": 0.9017047317233089, + "TN": 105552683, + "TP": 181533, + "n_pred": 185954, + "n_ref": 196901 + }, + "15": { + "Dice": 0.8414077847700863, + "FN": 2662, + "FP": 6864, + "IoU": 0.7262329003333716, + "TN": 105719209, + "TP": 25270, + "n_pred": 32134, + "n_ref": 27932 + }, + "2": { + "Dice": 0.9410201688479167, + "FN": 8043, + "FP": 10114, + "IoU": 0.8886100954577801, + "TN": 105591001, + "TP": 144847, + "n_pred": 154961, + "n_ref": 152890 + }, + "3": { + "Dice": 0.9524770556828625, + "FN": 7693, + "FP": 8649, + "IoU": 0.9092660555552471, + "TN": 105573896, + "TP": 163767, + "n_pred": 172416, + "n_ref": 171460 + }, + "4": { + "Dice": 0.5760051880674448, + "FN": 23090, + "FP": 3062, + "IoU": 0.40449949904362875, + "TN": 105710089, + "TP": 17764, + "n_pred": 20826, + "n_ref": 40854 + }, + "5": { + "Dice": 0.7965360541884592, + "FN": 3075, + "FP": 1671, + "IoU": 0.6618694784838985, + "TN": 105739969, + "TP": 9290, + "n_pred": 10961, + "n_ref": 12365 + }, + "6": { + "Dice": 0.9586412143988654, + "FN": 77263, + "FP": 48658, + "IoU": 0.9205676541591574, + "TN": 104168744, + "TP": 1459340, + "n_pred": 1507998, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.8858685975428808, + "FN": 14640, + "FP": 50742, + "IoU": 0.7951203920733007, + "TN": 105434881, + "TP": 253742, + "n_pred": 304484, + "n_ref": 268382 + }, + "8": { + "Dice": 0.8195912138013639, + "FN": 3819, + "FP": 33535, + "IoU": 0.6943282898128524, + "TN": 105631802, + "TP": 84849, + "n_pred": 118384, + "n_ref": 88668 + }, + "9": { + "Dice": 0.8362459802836206, + "FN": 11356, + "FP": 13494, + "IoU": 0.7185762335647388, + "TN": 105665704, + "TP": 63451, + "n_pred": 76945, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9694635324870784, + "FN": 8478, + "FP": 6942, + "IoU": 0.9407367551259632, + "TN": 96877685, + "TP": 244775, + "n_pred": 251717, + "n_ref": 253253 + }, + "10": { + "Dice": 0.8521143367796548, + "FN": 9593, + "FP": 26152, + "IoU": 0.7423338090913023, + "TN": 96999154, + "TP": 102981, + "n_pred": 129133, + "n_ref": 112574 + }, + "11": { + "Dice": 0.8040810699021095, + "FN": 645, + "FP": 776, + "IoU": 0.672354161863039, + "TN": 97133543, + "TP": 2916, + "n_pred": 3692, + "n_ref": 3561 + }, + "12": { + "Dice": 0.8199694122787853, + "FN": 765, + "FP": 883, + "IoU": 0.6948713201259026, + "TN": 97132479, + "TP": 3753, + "n_pred": 4636, + "n_ref": 4518 + }, + "13": { + "Dice": 0.7812017575109844, + "FN": 10426, + "FP": 11684, + "IoU": 0.6409606859258538, + "TN": 97076299, + "TP": 39471, + "n_pred": 51155, + "n_ref": 49897 + }, + "14": { + "Dice": 0.9444335776445636, + "FN": 18220, + "FP": 10756, + "IoU": 0.8947173362497775, + "TN": 96862659, + "TP": 246245, + "n_pred": 257001, + "n_ref": 264465 + }, + "15": { + "Dice": 0.7225660206279043, + "FN": 6434, + "FP": 5805, + "IoU": 0.5656386414451503, + "TN": 97109703, + "TP": 15938, + "n_pred": 21743, + "n_ref": 22372 + }, + "2": { + "Dice": 0.9424646452973551, + "FN": 7515, + "FP": 8417, + "IoU": 0.8911897281792105, + "TN": 96991460, + "TP": 130488, + "n_pred": 138905, + "n_ref": 138003 + }, + "3": { + "Dice": 0.9438149496897641, + "FN": 9697, + "FP": 8015, + "IoU": 0.8936075637621788, + "TN": 96971402, + "TP": 148766, + "n_pred": 156781, + "n_ref": 158463 + }, + "4": { + "Dice": 0.9113143343258188, + "FN": 1786, + "FP": 3218, + "IoU": 0.8370775542098066, + "TN": 97107166, + "TP": 25710, + "n_pred": 28928, + "n_ref": 27496 + }, + "5": { + "Dice": 0.8124073754954334, + "FN": 2847, + "FP": 2596, + "IoU": 0.6840791688432294, + "TN": 97120651, + "TP": 11786, + "n_pred": 14382, + "n_ref": 14633 + }, + "6": { + "Dice": 0.9751721979858999, + "FN": 38771, + "FP": 35652, + "IoU": 0.9515473683182563, + "TN": 95601885, + "TP": 1461572, + "n_pred": 1497224, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.9482726855789924, + "FN": 12339, + "FP": 14053, + "IoU": 0.9016336008169867, + "TN": 96869577, + "TP": 241911, + "n_pred": 255964, + "n_ref": 254250 + }, + "8": { + "Dice": 0.9304281285869336, + "FN": 8897, + "FP": 8923, + "IoU": 0.8699070660466203, + "TN": 97000901, + "TP": 119159, + "n_pred": 128082, + "n_ref": 128056 + }, + "9": { + "Dice": 0.8345818692430177, + "FN": 6470, + "FP": 18151, + "IoU": 0.7161222630893221, + "TN": 97051149, + "TP": 62110, + "n_pred": 80261, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9701789036782597, + "FN": 4043, + "FP": 6375, + "IoU": 0.9420848991572347, + "TN": 130586908, + "TP": 169466, + "n_pred": 175841, + "n_ref": 173509 + }, + "10": { + "Dice": 0.8599453143137205, + "FN": 10573, + "FP": 11145, + "IoU": 0.754301811229396, + "TN": 130678399, + "TP": 66675, + "n_pred": 77820, + "n_ref": 77248 + }, + "11": { + "Dice": 0.78512795750845, + "FN": 797, + "FP": 983, + "IoU": 0.6462639109697933, + "TN": 130761760, + "TP": 3252, + "n_pred": 4235, + "n_ref": 4049 + }, + "12": { + "Dice": 0.7944558198141439, + "FN": 806, + "FP": 499, + "IoU": 0.6590018291089627, + "TN": 130762965, + "TP": 2522, + "n_pred": 3021, + "n_ref": 3328 + }, + "13": { + "Dice": 0.7977998180951968, + "FN": 15316, + "FP": 8027, + "IoU": 0.6636164509899991, + "TN": 130697398, + "TP": 46051, + "n_pred": 54078, + "n_ref": 61367 + }, + "14": { + "Dice": 0.952714407036886, + "FN": 4055, + "FP": 11368, + "IoU": 0.9096987616733511, + "TN": 130595997, + "TP": 155372, + "n_pred": 166740, + "n_ref": 159427 + }, + "15": { + "Dice": 0.7660135473019049, + "FN": 3515, + "FP": 11926, + "IoU": 0.6207633362805777, + "TN": 130726076, + "TP": 25275, + "n_pred": 37201, + "n_ref": 28790 + }, + "2": { + "Dice": 0.9123531652712414, + "FN": 7072, + "FP": 23527, + "IoU": 0.8388321798396696, + "TN": 130576934, + "TP": 159259, + "n_pred": 182786, + "n_ref": 166331 + }, + "3": { + "Dice": 0.902384415912972, + "FN": 23375, + "FP": 7493, + "IoU": 0.8221315631770617, + "TN": 130593248, + "TP": 142676, + "n_pred": 150169, + "n_ref": 166051 + }, + "4": { + "Dice": 0.8969836937504374, + "FN": 4302, + "FP": 1586, + "IoU": 0.8132098217118203, + "TN": 130735270, + "TP": 25634, + "n_pred": 27220, + "n_ref": 29936 + }, + "5": { + "Dice": 0.6725428051685014, + "FN": 13378, + "FP": 4083, + "IoU": 0.5066399186256781, + "TN": 130731400, + "TP": 17931, + "n_pred": 22014, + "n_ref": 31309 + }, + "6": { + "Dice": 0.9658911487612005, + "FN": 24912, + "FP": 67764, + "IoU": 0.9340323773499488, + "TN": 129361921, + "TP": 1312195, + "n_pred": 1379959, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.9312224847491226, + "FN": 23245, + "FP": 39136, + "IoU": 0.8712968522083233, + "TN": 130282103, + "TP": 422308, + "n_pred": 461444, + "n_ref": 445553 + }, + "8": { + "Dice": 0.879432716730547, + "FN": 28189, + "FP": 27206, + "IoU": 0.784810274100317, + "TN": 130509368, + "TP": 202029, + "n_pred": 229235, + "n_ref": 230218 + }, + "9": { + "Dice": 0.8544848741273535, + "FN": 21246, + "FP": 6268, + "IoU": 0.7459394073704719, + "TN": 130658495, + "TP": 80783, + "n_pred": 87051, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9154601736577263, + "FN": 11276, + "FP": 23736, + "IoU": 0.8441000979606377, + "TN": 72011428, + "TP": 189568, + "n_pred": 213304, + "n_ref": 200844 + }, + "10": { + "Dice": 0.6274702779308716, + "FN": 30785, + "FP": 7067, + "IoU": 0.4571633443281228, + "TN": 72166278, + "TP": 31878, + "n_pred": 38945, + "n_ref": 62663 + }, + "11": { + "Dice": 0.7266841998786162, + "FN": 891, + "FP": 460, + "IoU": 0.5707022561169368, + "TN": 72232861, + "TP": 1796, + "n_pred": 2256, + "n_ref": 2687 + }, + "12": { + "Dice": 0.6929698708751794, + "FN": 1656, + "FP": 484, + "IoU": 0.5301866081229418, + "TN": 72231453, + "TP": 2415, + "n_pred": 2899, + "n_ref": 4071 + }, + "13": { + "Dice": 0.5604943564697877, + "FN": 40370, + "FP": 6785, + "IoU": 0.3893658625021043, + "TN": 72158785, + "TP": 30068, + "n_pred": 36853, + "n_ref": 70438 + }, + "14": { + "Dice": 0.6224474128665746, + "FN": 25197, + "FP": 33819, + "IoU": 0.4518502006241641, + "TN": 72128344, + "TP": 48648, + "n_pred": 82467, + "n_ref": 73845 + }, + "15": { + "Dice": 0.664441390143334, + "FN": 2936, + "FP": 22699, + "IoU": 0.49750073507791825, + "TN": 72184993, + "TP": 25380, + "n_pred": 48079, + "n_ref": 28316 + }, + "2": { + "Dice": 0.9434049791247874, + "FN": 5275, + "FP": 9365, + "IoU": 0.8928728230645397, + "TN": 72099348, + "TP": 122020, + "n_pred": 131385, + "n_ref": 127295 + }, + "3": { + "Dice": 0.9439239856493832, + "FN": 9200, + "FP": 9697, + "IoU": 0.8938030717701736, + "TN": 72058065, + "TP": 159046, + "n_pred": 168743, + "n_ref": 168246 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 63716, + "IoU": 0.0, + "TN": 72172292, + "TP": 0, + "n_pred": 63716, + "n_ref": 0 + }, + "5": { + "Dice": 0.8058826452029612, + "FN": 117, + "FP": 3790, + "IoU": 0.6748772572189399, + "TN": 72223991, + "TP": 8110, + "n_pred": 11900, + "n_ref": 8227 + }, + "6": { + "Dice": 0.9243610052223323, + "FN": 155080, + "FP": 66956, + "IoU": 0.8593598872021145, + "TN": 70657255, + "TP": 1356717, + "n_pred": 1423673, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.6261954290036741, + "FN": 153827, + "FP": 67561, + "IoU": 0.4558111409904086, + "TN": 71829186, + "TP": 185434, + "n_pred": 252995, + "n_ref": 339261 + }, + "8": { + "Dice": 0.9290627816161009, + "FN": 5722, + "FP": 3724, + "IoU": 0.8675231056196794, + "TN": 72164705, + "TP": 61857, + "n_pred": 65581, + "n_ref": 67579 + }, + "9": { + "Dice": 0.7063430815835243, + "FN": 18958, + "FP": 6537, + "IoU": 0.546004950406895, + "TN": 72179851, + "TP": 30662, + "n_pred": 37199, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8384563584563585, + "FN": 8060, + "FP": 23126, + "IoU": 0.7218466258763089, + "TN": 52441002, + "TP": 80932, + "n_pred": 104058, + "n_ref": 88992 + }, + "10": { + "Dice": 0.43028206796570895, + "FN": 28337, + "FP": 21572, + "IoU": 0.2741142591192041, + "TN": 52484364, + "TP": 18847, + "n_pred": 40419, + "n_ref": 47184 + }, + "11": { + "Dice": 0.1829436038514443, + "FN": 1776, + "FP": 600, + "IoU": 0.10068130204390613, + "TN": 52550478, + "TP": 266, + "n_pred": 866, + "n_ref": 2042 + }, + "12": { + "Dice": 0.11544401544401545, + "FN": 3767, + "FP": 815, + "IoU": 0.0612579389469371, + "TN": 52548239, + "TP": 299, + "n_pred": 1114, + "n_ref": 4066 + }, + "13": { + "Dice": 0.3424507136378825, + "FN": 14441, + "FP": 13109, + "IoU": 0.20660062204815113, + "TN": 52518396, + "TP": 7174, + "n_pred": 20283, + "n_ref": 21615 + }, + "14": { + "Dice": 0.3661850153970488, + "FN": 42697, + "FP": 2790, + "IoU": 0.2241288143688062, + "TN": 52494493, + "TP": 13140, + "n_pred": 15930, + "n_ref": 55837 + }, + "15": { + "Dice": 0.1815846633298706, + "FN": 20462, + "FP": 22869, + "IoU": 0.09985873945739333, + "TN": 52504982, + "TP": 4807, + "n_pred": 27676, + "n_ref": 25269 + }, + "2": { + "Dice": 0.8230992477937257, + "FN": 30849, + "FP": 13952, + "IoU": 0.6993786402555224, + "TN": 52404092, + "TP": 104227, + "n_pred": 118179, + "n_ref": 135076 + }, + "3": { + "Dice": 0.9186017732613159, + "FN": 16901, + "FP": 5463, + "IoU": 0.8494574436576106, + "TN": 52404564, + "TP": 126192, + "n_pred": 131655, + "n_ref": 143093 + }, + "4": { + "Dice": 0.0, + "FN": 1880, + "FP": 4006, + "IoU": 0.0, + "TN": 52547234, + "TP": 0, + "n_pred": 4006, + "n_ref": 1880 + }, + "5": { + "Dice": 0.756114703401743, + "FN": 903, + "FP": 2567, + "IoU": 0.6078652955136173, + "TN": 52544271, + "TP": 5379, + "n_pred": 7946, + "n_ref": 6282 + }, + "6": { + "Dice": 0.9406950033397957, + "FN": 51064, + "FP": 39941, + "IoU": 0.8880303654807971, + "TN": 51740355, + "TP": 721760, + "n_pred": 761701, + "n_ref": 772824 + }, + "7": { + "Dice": 0.5793648042485042, + "FN": 109497, + "FP": 11847, + "IoU": 0.40782095641522415, + "TN": 52348209, + "TP": 83567, + "n_pred": 95414, + "n_ref": 193064 + }, + "8": { + "Dice": 0.904647023212527, + "FN": 9472, + "FP": 1081, + "IoU": 0.8258954349726956, + "TN": 52492507, + "TP": 50060, + "n_pred": 51141, + "n_ref": 59532 + }, + "9": { + "Dice": 0.8603680554159884, + "FN": 13876, + "FP": 6967, + "IoU": 0.7549525612236501, + "TN": 52468063, + "TP": 64214, + "n_pred": 71181, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9733528946601739, + "FN": 12081, + "FP": 3285, + "IoU": 0.9480890654612898, + "TN": 143841243, + "TP": 280641, + "n_pred": 283926, + "n_ref": 292722 + }, + "10": { + "Dice": 0.8868698083514558, + "FN": 11211, + "FP": 11002, + "IoU": 0.7967350225565286, + "TN": 144027969, + "TP": 87068, + "n_pred": 98070, + "n_ref": 98279 + }, + "11": { + "Dice": 0.6716680559414652, + "FN": 2993, + "FP": 552, + "IoU": 0.5056477478733788, + "TN": 144130079, + "TP": 3626, + "n_pred": 4178, + "n_ref": 6619 + }, + "12": { + "Dice": 0.6565369479667686, + "FN": 2643, + "FP": 499, + "IoU": 0.4886899918633035, + "TN": 144131105, + "TP": 3003, + "n_pred": 3502, + "n_ref": 5646 + }, + "13": { + "Dice": 0.7888189954975089, + "FN": 31945, + "FP": 6797, + "IoU": 0.6512808511404345, + "TN": 144026152, + "TP": 72356, + "n_pred": 79153, + "n_ref": 104301 + }, + "14": { + "Dice": 0.960917181010054, + "FN": 14025, + "FP": 18193, + "IoU": 0.9247743908845745, + "TN": 143708965, + "TP": 396067, + "n_pred": 414260, + "n_ref": 410092 + }, + "15": { + "Dice": 0.7769259818731118, + "FN": 2093, + "FP": 9721, + "IoU": 0.6352240096334949, + "TN": 144104863, + "TP": 20573, + "n_pred": 30294, + "n_ref": 22666 + }, + "2": { + "Dice": 0.9583792933981324, + "FN": 6406, + "FP": 5027, + "IoU": 0.9200847173293072, + "TN": 143994186, + "TP": 131631, + "n_pred": 136658, + "n_ref": 138037 + }, + "3": { + "Dice": 0.9620722194807331, + "FN": 7505, + "FP": 5638, + "IoU": 0.9269163399783135, + "TN": 143957415, + "TP": 166692, + "n_pred": 172330, + "n_ref": 174197 + }, + "4": { + "Dice": 0.9274371820489802, + "FN": 3132, + "FP": 4385, + "IoU": 0.8646926469264693, + "TN": 144081695, + "TP": 48038, + "n_pred": 52423, + "n_ref": 51170 + }, + "5": { + "Dice": 0.7492869565217392, + "FN": 10590, + "FP": 3826, + "IoU": 0.599087824684354, + "TN": 144101292, + "TP": 21542, + "n_pred": 25368, + "n_ref": 32132 + }, + "6": { + "Dice": 0.9769905306193318, + "FN": 30641, + "FP": 31909, + "IoU": 0.9550161165280353, + "TN": 142746752, + "TP": 1327948, + "n_pred": 1359857, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.9368487126048214, + "FN": 20706, + "FP": 10080, + "IoU": 0.881199810141969, + "TN": 143878109, + "TP": 228355, + "n_pred": 238435, + "n_ref": 249061 + }, + "8": { + "Dice": 0.8723309199655417, + "FN": 25074, + "FP": 34651, + "IoU": 0.773569955415365, + "TN": 143873482, + "TP": 204043, + "n_pred": 238694, + "n_ref": 229117 + }, + "9": { + "Dice": 0.8837019488125335, + "FN": 11092, + "FP": 10851, + "IoU": 0.791636201346488, + "TN": 144031939, + "TP": 83368, + "n_pred": 94219, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9661783962066769, + "FN": 8516, + "FP": 5871, + "IoU": 0.934569748457134, + "TN": 111559037, + "TP": 205496, + "n_pred": 211367, + "n_ref": 214012 + }, + "10": { + "Dice": 0.6844906699296421, + "FN": 18032, + "FP": 7753, + "IoU": 0.5203236908194586, + "TN": 111725165, + "TP": 27970, + "n_pred": 35723, + "n_ref": 46002 + }, + "11": { + "Dice": 0.739413680781759, + "FN": 1298, + "FP": 462, + "IoU": 0.58656330749354, + "TN": 111774663, + "TP": 2497, + "n_pred": 2959, + "n_ref": 3795 + }, + "12": { + "Dice": 0.7328437579133958, + "FN": 1766, + "FP": 344, + "IoU": 0.5783373301358913, + "TN": 111773916, + "TP": 2894, + "n_pred": 3238, + "n_ref": 4660 + }, + "13": { + "Dice": 0.6866582512498882, + "FN": 18401, + "FP": 13124, + "IoU": 0.522832881771535, + "TN": 111712853, + "TP": 34542, + "n_pred": 47666, + "n_ref": 52943 + }, + "14": { + "Dice": 0.8772886027972246, + "FN": 7955, + "FP": 15550, + "IoU": 0.7814017074940014, + "TN": 111671394, + "TP": 84021, + "n_pred": 99571, + "n_ref": 91976 + }, + "15": { + "Dice": 0.740730801914218, + "FN": 2451, + "FP": 3346, + "IoU": 0.5882227589146185, + "TN": 111764842, + "TP": 8281, + "n_pred": 11627, + "n_ref": 10732 + }, + "2": { + "Dice": 0.9642663594065062, + "FN": 8807, + "FP": 5831, + "IoU": 0.9309983972848119, + "TN": 111566780, + "TP": 197502, + "n_pred": 203333, + "n_ref": 206309 + }, + "3": { + "Dice": 0.9389937351647925, + "FN": 3111, + "FP": 4728, + "IoU": 0.8850030073202576, + "TN": 111710753, + "TP": 60328, + "n_pred": 65056, + "n_ref": 63439 + }, + "4": { + "Dice": 0.843996687827767, + "FN": 3390, + "FP": 2262, + "IoU": 0.7300988491476051, + "TN": 111757979, + "TP": 15289, + "n_pred": 17551, + "n_ref": 18679 + }, + "5": { + "Dice": 0.5944067755712665, + "FN": 14099, + "FP": 2710, + "IoU": 0.4228867678362975, + "TN": 111749794, + "TP": 12317, + "n_pred": 15027, + "n_ref": 26416 + }, + "6": { + "Dice": 0.9712370226568435, + "FN": 26547, + "FP": 45015, + "IoU": 0.9440824019203361, + "TN": 110499144, + "TP": 1208214, + "n_pred": 1253229, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.928823768128324, + "FN": 20959, + "FP": 12365, + "IoU": 0.8671064018153033, + "TN": 111528163, + "TP": 217433, + "n_pred": 229798, + "n_ref": 238392 + }, + "8": { + "Dice": 0.8672225433809193, + "FN": 55972, + "FP": 11785, + "IoU": 0.7655718590739402, + "TN": 111489889, + "TP": 221274, + "n_pred": 233059, + "n_ref": 277246 + }, + "9": { + "Dice": 0.8560483428888359, + "FN": 13970, + "FP": 8351, + "IoU": 0.748325628593979, + "TN": 111690230, + "TP": 66369, + "n_pred": 74720, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8602761849162225, + "FN": 7730, + "FP": 43488, + "IoU": 0.7548110985581066, + "TN": 198878983, + "TP": 157674, + "n_pred": 201162, + "n_ref": 165404 + }, + "10": { + "Dice": 0.7415576549434817, + "FN": 15991, + "FP": 16864, + "IoU": 0.5892662924579015, + "TN": 199007884, + "TP": 47136, + "n_pred": 64000, + "n_ref": 63127 + }, + "11": { + "Dice": 0.7356811630530141, + "FN": 1500, + "FP": 609, + "IoU": 0.5818794607454402, + "TN": 199082831, + "TP": 2935, + "n_pred": 3544, + "n_ref": 4435 + }, + "12": { + "Dice": 0.7059877557115126, + "FN": 971, + "FP": 998, + "IoU": 0.5455804292637895, + "TN": 199083542, + "TP": 2364, + "n_pred": 3362, + "n_ref": 3335 + }, + "13": { + "Dice": 0.48015590577868156, + "FN": 21427, + "FP": 9249, + "IoU": 0.31592444751689225, + "TN": 199043032, + "TP": 14167, + "n_pred": 23416, + "n_ref": 35594 + }, + "14": { + "Dice": 0.5759275178408176, + "FN": 25844, + "FP": 5235, + "IoU": 0.4044228963455532, + "TN": 199035692, + "TP": 21104, + "n_pred": 26339, + "n_ref": 46948 + }, + "15": { + "Dice": 0.8167068913593967, + "FN": 42293, + "FP": 920, + "IoU": 0.6901982994709146, + "TN": 198948389, + "TP": 96273, + "n_pred": 97193, + "n_ref": 138566 + }, + "2": { + "Dice": 0.9456884754333891, + "FN": 4845, + "FP": 9482, + "IoU": 0.8969725298432332, + "TN": 198948815, + "TP": 124733, + "n_pred": 134215, + "n_ref": 129578 + }, + "3": { + "Dice": 0.9563048390409954, + "FN": 8479, + "FP": 3433, + "IoU": 0.9162683461733115, + "TN": 198945611, + "TP": 130352, + "n_pred": 133785, + "n_ref": 138831 + }, + "4": { + "Dice": 0.8831123107616476, + "FN": 2070, + "FP": 1914, + "IoU": 0.7906903435956709, + "TN": 199068841, + "TP": 15050, + "n_pred": 16964, + "n_ref": 17120 + }, + "5": { + "Dice": 0.6653825284861639, + "FN": 7805, + "FP": 4529, + "IoU": 0.4985567345611253, + "TN": 199063278, + "TP": 12263, + "n_pred": 16792, + "n_ref": 20068 + }, + "6": { + "Dice": 0.9544582957041349, + "FN": 70133, + "FP": 33396, + "IoU": 0.9128840024099548, + "TN": 197899471, + "TP": 1084875, + "n_pred": 1118271, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.8928627989230851, + "FN": 20868, + "FP": 11604, + "IoU": 0.8064608415782573, + "TN": 198920095, + "TP": 135308, + "n_pred": 146912, + "n_ref": 156176 + }, + "8": { + "Dice": 0.9139826781243656, + "FN": 10293, + "FP": 10047, + "IoU": 0.8415912524727029, + "TN": 198959473, + "TP": 108062, + "n_pred": 118109, + "n_ref": 118355 + }, + "9": { + "Dice": 0.9153617594512224, + "FN": 7589, + "FP": 10129, + "IoU": 0.8439327742935664, + "TN": 198974347, + "TP": 95810, + "n_pred": 105939, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9431082868830227, + "FN": 13994, + "FP": 6562, + "IoU": 0.8923414529399749, + "TN": 130884255, + "TP": 170381, + "n_pred": 176943, + "n_ref": 184375 + }, + "10": { + "Dice": 0.8523792166868511, + "FN": 10227, + "FP": 14883, + "IoU": 0.7427359534445309, + "TN": 130977588, + "TP": 72494, + "n_pred": 87377, + "n_ref": 82721 + }, + "11": { + "Dice": 0.7196682464454977, + "FN": 1034, + "FP": 1332, + "IoU": 0.5620951323338885, + "TN": 131069789, + "TP": 3037, + "n_pred": 4369, + "n_ref": 4071 + }, + "12": { + "Dice": 0.7942414174972314, + "FN": 1049, + "FP": 809, + "IoU": 0.6587068332108743, + "TN": 131069748, + "TP": 3586, + "n_pred": 4395, + "n_ref": 4635 + }, + "13": { + "Dice": 0.5604479688369505, + "FN": 49873, + "FP": 13317, + "IoU": 0.3893210920512201, + "TN": 130971717, + "TP": 40285, + "n_pred": 53602, + "n_ref": 90158 + }, + "14": { + "Dice": 0.8734252500675859, + "FN": 8151, + "FP": 5895, + "IoU": 0.7752927625263967, + "TN": 131012684, + "TP": 48462, + "n_pred": 54357, + "n_ref": 56613 + }, + "15": { + "Dice": 0.7897287974307124, + "FN": 1022, + "FP": 13120, + "IoU": 0.6525221749920146, + "TN": 131034493, + "TP": 26557, + "n_pred": 39677, + "n_ref": 27579 + }, + "2": { + "Dice": 0.9324954874200322, + "FN": 8373, + "FP": 13617, + "IoU": 0.8735283799094742, + "TN": 130901319, + "TP": 151883, + "n_pred": 165500, + "n_ref": 160256 + }, + "3": { + "Dice": 0.9023293132412306, + "FN": 10132, + "FP": 28822, + "IoU": 0.8220400928311679, + "TN": 130856300, + "TP": 179938, + "n_pred": 208760, + "n_ref": 190070 + }, + "4": { + "Dice": 0.9083110228286841, + "FN": 9976, + "FP": 2764, + "IoU": 0.8320236274458098, + "TN": 130999348, + "TP": 63104, + "n_pred": 65868, + "n_ref": 73080 + }, + "5": { + "Dice": 0.7661419119324664, + "FN": 4625, + "FP": 1525, + "IoU": 0.6209319526627219, + "TN": 131058968, + "TP": 10074, + "n_pred": 11599, + "n_ref": 14699 + }, + "6": { + "Dice": 0.9733070833511662, + "FN": 35253, + "FP": 43331, + "IoU": 0.9480021412128555, + "TN": 129563899, + "TP": 1432709, + "n_pred": 1476040, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.8761020969708971, + "FN": 38323, + "FP": 170652, + "IoU": 0.7795210709172493, + "TN": 130127369, + "TP": 738848, + "n_pred": 909500, + "n_ref": 777171 + }, + "8": { + "Dice": 0.8999439397313714, + "FN": 10999, + "FP": 15059, + "IoU": 0.8180891613029334, + "TN": 130931946, + "TP": 117188, + "n_pred": 132247, + "n_ref": 128187 + }, + "9": { + "Dice": 0.7523785077296326, + "FN": 20111, + "FP": 9794, + "IoU": 0.6030502940122383, + "TN": 130999855, + "TP": 45432, + "n_pred": 55226, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9798110744039736, + "FN": 4666, + "FP": 4024, + "IoU": 0.9604212022116759, + "TN": 101397638, + "TP": 210872, + "n_pred": 214896, + "n_ref": 215538 + }, + "10": { + "Dice": 0.8702497853897532, + "FN": 4259, + "FP": 8135, + "IoU": 0.7703028281255792, + "TN": 101563242, + "TP": 41564, + "n_pred": 49699, + "n_ref": 45823 + }, + "11": { + "Dice": 0.8597797587834295, + "FN": 860, + "FP": 477, + "IoU": 0.7540470934510669, + "TN": 101611764, + "TP": 4099, + "n_pred": 4576, + "n_ref": 4959 + }, + "12": { + "Dice": 0.7438373281835737, + "FN": 2216, + "FP": 39, + "IoU": 0.5921504792910111, + "TN": 101611671, + "TP": 3274, + "n_pred": 3313, + "n_ref": 5490 + }, + "13": { + "Dice": 0.8456660935324002, + "FN": 5736, + "FP": 14101, + "IoU": 0.7326009301071645, + "TN": 101543015, + "TP": 54348, + "n_pred": 68449, + "n_ref": 60084 + }, + "14": { + "Dice": 0.9325906950874636, + "FN": 2246, + "FP": 6359, + "IoU": 0.8736954894391522, + "TN": 101549071, + "TP": 59524, + "n_pred": 65883, + "n_ref": 61770 + }, + "15": { + "Dice": 0.8301915866248909, + "FN": 940, + "FP": 12284, + "IoU": 0.7096816684961581, + "TN": 101571650, + "TP": 32326, + "n_pred": 44610, + "n_ref": 33266 + }, + "2": { + "Dice": 0.9459247849717993, + "FN": 6223, + "FP": 12770, + "IoU": 0.8973978056646481, + "TN": 101432087, + "TP": 166120, + "n_pred": 178890, + "n_ref": 172343 + }, + "3": { + "Dice": 0.9450066149390353, + "FN": 14400, + "FP": 4056, + "IoU": 0.8957464836468395, + "TN": 101440170, + "TP": 158574, + "n_pred": 162630, + "n_ref": 172974 + }, + "4": { + "Dice": 0.8914412745461282, + "FN": 574, + "FP": 3235, + "IoU": 0.804144385026738, + "TN": 101597752, + "TP": 15639, + "n_pred": 18874, + "n_ref": 16213 + }, + "5": { + "Dice": 0.762443207050866, + "FN": 8052, + "FP": 5856, + "IoU": 0.6160874485880696, + "TN": 101580973, + "TP": 22319, + "n_pred": 28175, + "n_ref": 30371 + }, + "6": { + "Dice": 0.9861148617647444, + "FN": 29226, + "FP": 13142, + "IoU": 0.9726100369526597, + "TN": 100070356, + "TP": 1504476, + "n_pred": 1517618, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.9690429213048039, + "FN": 19941, + "FP": 6120, + "IoU": 0.9399449708723545, + "TN": 101183248, + "TP": 407891, + "n_pred": 414011, + "n_ref": 427832 + }, + "8": { + "Dice": 0.9130436795873291, + "FN": 34764, + "FP": 2794, + "IoU": 0.8400003408054938, + "TN": 101382462, + "TP": 197180, + "n_pred": 199974, + "n_ref": 231944 + }, + "9": { + "Dice": 0.9302022018077482, + "FN": 5460, + "FP": 5876, + "IoU": 0.8695121670465271, + "TN": 101530326, + "TP": 75538, + "n_pred": 81414, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9738463043794732, + "FN": 7557, + "FP": 3402, + "IoU": 0.9490257731719002, + "TN": 118967221, + "TP": 204032, + "n_pred": 207434, + "n_ref": 211589 + }, + "10": { + "Dice": 0.8801252617386279, + "FN": 9923, + "FP": 9370, + "IoU": 0.7859140238354158, + "TN": 119092094, + "TP": 70825, + "n_pred": 80195, + "n_ref": 80748 + }, + "11": { + "Dice": 0.701175227782913, + "FN": 1383, + "FP": 880, + "IoU": 0.5398535990239935, + "TN": 119177294, + "TP": 2655, + "n_pred": 3535, + "n_ref": 4038 + }, + "12": { + "Dice": 0.7549417131272175, + "FN": 1156, + "FP": 778, + "IoU": 0.6063504986769794, + "TN": 119177299, + "TP": 2979, + "n_pred": 3757, + "n_ref": 4135 + }, + "13": { + "Dice": 0.7174289174692889, + "FN": 8196, + "FP": 11402, + "IoU": 0.5593677631135193, + "TN": 119137735, + "TP": 24879, + "n_pred": 36281, + "n_ref": 33075 + }, + "14": { + "Dice": 0.0, + "FN": 65867, + "FP": 2883, + "IoU": 0.0, + "TN": 119113462, + "TP": 0, + "n_pred": 2883, + "n_ref": 65867 + }, + "15": { + "Dice": 0.5292999421439788, + "FN": 7912, + "FP": 14868, + "IoU": 0.35989659435764865, + "TN": 119146624, + "TP": 12808, + "n_pred": 27676, + "n_ref": 20720 + }, + "2": { + "Dice": 0.9535994097965461, + "FN": 9941, + "FP": 7921, + "IoU": 0.9113139066666005, + "TN": 118980805, + "TP": 183545, + "n_pred": 191466, + "n_ref": 193486 + }, + "3": { + "Dice": 0.9635434889091037, + "FN": 11105, + "FP": 2962, + "IoU": 0.9296516338104239, + "TN": 118982250, + "TP": 185895, + "n_pred": 188857, + "n_ref": 197000 + }, + "4": { + "Dice": 0.8777972321492816, + "FN": 6739, + "FP": 3451, + "IoU": 0.7822091134478926, + "TN": 119135424, + "TP": 36598, + "n_pred": 40049, + "n_ref": 43337 + }, + "5": { + "Dice": 0.8294105637705252, + "FN": 3503, + "FP": 2346, + "IoU": 0.708540960733506, + "TN": 119162144, + "TP": 14219, + "n_pred": 16565, + "n_ref": 17722 + }, + "6": { + "Dice": 0.9741162240442092, + "FN": 39629, + "FP": 50676, + "IoU": 0.9495385801736157, + "TN": 117392627, + "TP": 1699280, + "n_pred": 1749956, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.9495940512067479, + "FN": 19554, + "FP": 9967, + "IoU": 0.9040257743186614, + "TN": 118874619, + "TP": 278072, + "n_pred": 288039, + "n_ref": 297626 + }, + "8": { + "Dice": 0.9335024781685155, + "FN": 3059, + "FP": 8211, + "IoU": 0.8752973720608576, + "TN": 119091837, + "TP": 79105, + "n_pred": 87316, + "n_ref": 82164 + }, + "9": { + "Dice": 0.9367861599001823, + "FN": 7438, + "FP": 3100, + "IoU": 0.8810891323726882, + "TN": 119093591, + "TP": 78083, + "n_pred": 81183, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 75740, + "IoU": 0.0, + "TN": 61256740, + "TP": 0, + "n_pred": 75740, + "n_ref": 0 + }, + "10": { + "Dice": 0.6803358088472715, + "FN": 11251, + "FP": 10529, + "IoU": 0.5155370687545877, + "TN": 61287523, + "TP": 23177, + "n_pred": 33706, + "n_ref": 34428 + }, + "11": { + "Dice": 0.8584103512014788, + "FN": 381, + "FP": 768, + "IoU": 0.7519430051813472, + "TN": 61327848, + "TP": 3483, + "n_pred": 4251, + "n_ref": 3864 + }, + "12": { + "Dice": 0.8053201759090421, + "FN": 1096, + "FP": 719, + "IoU": 0.674088705333094, + "TN": 61326911, + "TP": 3754, + "n_pred": 4473, + "n_ref": 4850 + }, + "13": { + "Dice": 0.56615881152404, + "FN": 22875, + "FP": 22828, + "IoU": 0.39485461575128433, + "TN": 61256956, + "TP": 29821, + "n_pred": 52649, + "n_ref": 52696 + }, + "14": { + "Dice": 0.9498336411938265, + "FN": 20926, + "FP": 5445, + "IoU": 0.9044601678857768, + "TN": 61056459, + "TP": 249650, + "n_pred": 255095, + "n_ref": 270576 + }, + "15": { + "Dice": 0.7862651255192342, + "FN": 11157, + "FP": 36181, + "IoU": 0.6478063224932854, + "TN": 61198071, + "TP": 87071, + "n_pred": 123252, + "n_ref": 98228 + }, + "2": { + "Dice": 0.9626909345380569, + "FN": 5491, + "FP": 6558, + "IoU": 0.928065671641791, + "TN": 61164980, + "TP": 155451, + "n_pred": 162009, + "n_ref": 160942 + }, + "3": { + "Dice": 0.9606486718182576, + "FN": 7622, + "FP": 2293, + "IoU": 0.9242771387985154, + "TN": 61201542, + "TP": 121023, + "n_pred": 123316, + "n_ref": 128645 + }, + "4": { + "Dice": 0.9513700148141235, + "FN": 1409, + "FP": 2760, + "IoU": 0.9072504393868607, + "TN": 61287531, + "TP": 40780, + "n_pred": 43540, + "n_ref": 42189 + }, + "5": { + "Dice": 0.7728651713333665, + "FN": 802, + "FP": 3765, + "IoU": 0.6298127583691335, + "TN": 61320143, + "TP": 7770, + "n_pred": 11535, + "n_ref": 8572 + }, + "6": { + "Dice": 0.9803182737772249, + "FN": 25453, + "FP": 21954, + "IoU": 0.9613963343332975, + "TN": 60104436, + "TP": 1180637, + "n_pred": 1202591, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.5291475266662379, + "FN": 126069, + "FP": 13026, + "IoU": 0.3597556765614284, + "TN": 61115227, + "TP": 78158, + "n_pred": 91184, + "n_ref": 204227 + }, + "8": { + "Dice": 0.9218467419508979, + "FN": 6009, + "FP": 6912, + "IoU": 0.8550238429172511, + "TN": 61243355, + "TP": 76204, + "n_pred": 83116, + "n_ref": 82213 + }, + "9": { + "Dice": 0.8701220580061068, + "FN": 6237, + "FP": 10820, + "IoU": 0.770102703722673, + "TN": 61258286, + "TP": 57137, + "n_pred": 67957, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9799610149630431, + "FN": 3209, + "FP": 3905, + "IoU": 0.9607093741888093, + "TN": 148926439, + "TP": 173947, + "n_pred": 177852, + "n_ref": 177156 + }, + "10": { + "Dice": 0.8865130018835454, + "FN": 7380, + "FP": 9370, + "IoU": 0.7961592756656769, + "TN": 149025328, + "TP": 65422, + "n_pred": 74792, + "n_ref": 72802 + }, + "11": { + "Dice": 0.8329466357308585, + "FN": 450, + "FP": 414, + "IoU": 0.7137176938369781, + "TN": 149104482, + "TP": 2154, + "n_pred": 2568, + "n_ref": 2604 + }, + "12": { + "Dice": 0.6763990267639902, + "FN": 707, + "FP": 623, + "IoU": 0.5110294117647058, + "TN": 149104780, + "TP": 1390, + "n_pred": 2013, + "n_ref": 2097 + }, + "13": { + "Dice": 0.716161696068349, + "FN": 30049, + "FP": 13007, + "IoU": 0.5578285784706389, + "TN": 149010126, + "TP": 54318, + "n_pred": 67325, + "n_ref": 84367 + }, + "14": { + "Dice": 0.9217173286919045, + "FN": 4100, + "FP": 11012, + "IoU": 0.8548012067872173, + "TN": 149003422, + "TP": 88966, + "n_pred": 99978, + "n_ref": 93066 + }, + "15": { + "Dice": 0.8538104231534889, + "FN": 4589, + "FP": 6867, + "IoU": 0.744912046314852, + "TN": 149062590, + "TP": 33454, + "n_pred": 40321, + "n_ref": 38043 + }, + "2": { + "Dice": 0.9357971511979367, + "FN": 2976, + "FP": 18159, + "IoU": 0.879340956708894, + "TN": 148932337, + "TP": 154028, + "n_pred": 172187, + "n_ref": 157004 + }, + "3": { + "Dice": 0.7657891840173408, + "FN": 14865, + "FP": 12796, + "IoU": 0.6204687028347191, + "TN": 149034618, + "TP": 45221, + "n_pred": 58017, + "n_ref": 60086 + }, + "4": { + "Dice": 0.9039598273018696, + "FN": 1441, + "FP": 3742, + "IoU": 0.8247506339814032, + "TN": 149077925, + "TP": 24392, + "n_pred": 28134, + "n_ref": 25833 + }, + "5": { + "Dice": 0.31735357381264373, + "FN": 27298, + "FP": 313, + "IoU": 0.18860383790296512, + "TN": 149073471, + "TP": 6418, + "n_pred": 6731, + "n_ref": 33716 + }, + "6": { + "Dice": 0.9744479060803469, + "FN": 23536, + "FP": 33236, + "IoU": 0.9501690960973165, + "TN": 147968207, + "TP": 1082521, + "n_pred": 1115757, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.9416035423654767, + "FN": 20804, + "FP": 10742, + "IoU": 0.8896510712724093, + "TN": 148821625, + "TP": 254329, + "n_pred": 265071, + "n_ref": 275133 + }, + "8": { + "Dice": 0.9325630904843554, + "FN": 26470, + "FP": 2831, + "IoU": 0.8736470344720524, + "TN": 148875602, + "TP": 202597, + "n_pred": 205428, + "n_ref": 229067 + }, + "9": { + "Dice": 0.8974303735353608, + "FN": 12504, + "FP": 4636, + "IoU": 0.813944400421176, + "TN": 149015377, + "TP": 74983, + "n_pred": 79619, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.97548410863998, + "FN": 22585, + "FP": 2171, + "IoU": 0.9521415108017979, + "TN": 100195525, + "TP": 492519, + "n_pred": 494690, + "n_ref": 515104 + }, + "10": { + "Dice": 0.5292268114906389, + "FN": 19956, + "FP": 12984, + "IoU": 0.35982897677582354, + "TN": 100661345, + "TP": 18515, + "n_pred": 31499, + "n_ref": 38471 + }, + "11": { + "Dice": 0.5856941618406636, + "FN": 1610, + "FP": 1037, + "IoU": 0.41412129260734837, + "TN": 100708282, + "TP": 1871, + "n_pred": 2908, + "n_ref": 3481 + }, + "12": { + "Dice": 0.6427928738527983, + "FN": 2301, + "FP": 1669, + "IoU": 0.473614425881729, + "TN": 100705258, + "TP": 3572, + "n_pred": 5241, + "n_ref": 5873 + }, + "13": { + "Dice": 0.0001887727412161684, + "FN": 39151, + "FP": 3220, + "IoU": 9.43952802359882e-05, + "TN": 100670425, + "TP": 4, + "n_pred": 3224, + "n_ref": 39155 + }, + "14": { + "Dice": 0.26676796668355, + "FN": 130194, + "FP": 94, + "IoU": 0.15391359123054243, + "TN": 100558811, + "TP": 23701, + "n_pred": 23795, + "n_ref": 153895 + }, + "15": { + "Dice": 0.901824989209139, + "FN": 2291, + "FP": 17952, + "IoU": 0.8212033422247346, + "TN": 100599582, + "TP": 92975, + "n_pred": 110927, + "n_ref": 95266 + }, + "2": { + "Dice": 0.8092416224029876, + "FN": 67168, + "FP": 11087, + "IoU": 0.6796018719062573, + "TN": 100468557, + "TP": 165988, + "n_pred": 177075, + "n_ref": 233156 + }, + "3": { + "Dice": 0.8417804087701825, + "FN": 13917, + "FP": 65036, + "IoU": 0.7267882663566116, + "TN": 100423819, + "TP": 210028, + "n_pred": 275064, + "n_ref": 223945 + }, + "4": { + "Dice": 0.668117930424708, + "FN": 2868, + "FP": 51559, + "IoU": 0.5016344507421414, + "TN": 100603589, + "TP": 54784, + "n_pred": 106343, + "n_ref": 57652 + }, + "5": { + "Dice": 0.6105732226048207, + "FN": 8937, + "FP": 676, + "IoU": 0.4394425330923086, + "TN": 100695651, + "TP": 7536, + "n_pred": 8212, + "n_ref": 16473 + }, + "6": { + "Dice": 0.9507443190819174, + "FN": 121592, + "FP": 81130, + "IoU": 0.9061131012891259, + "TN": 98553585, + "TP": 1956493, + "n_pred": 2037623, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.7242852085908439, + "FN": 47487, + "FP": 47537, + "IoU": 0.5677485386767348, + "TN": 100492965, + "TP": 124811, + "n_pred": 172348, + "n_ref": 172298 + }, + "8": { + "Dice": 0.9277474738442278, + "FN": 2250, + "FP": 13910, + "IoU": 0.8652322575264781, + "TN": 100592890, + "TP": 103750, + "n_pred": 117660, + "n_ref": 106000 + }, + "9": { + "Dice": 0.7750775620126171, + "FN": 23285, + "FP": 22316, + "IoU": 0.6327564407148207, + "TN": 100588629, + "TP": 78570, + "n_pred": 100886, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9662904238917335, + "FN": 1685, + "FP": 3628, + "IoU": 0.9347794063489725, + "TN": 78869238, + "TP": 76149, + "n_pred": 79777, + "n_ref": 77834 + }, + "10": { + "Dice": 0.7383224231665372, + "FN": 12326, + "FP": 6542, + "IoU": 0.5851910477949259, + "TN": 78905214, + "TP": 26618, + "n_pred": 33160, + "n_ref": 38944 + }, + "11": { + "Dice": 0.6310092327284305, + "FN": 377, + "FP": 782, + "IoU": 0.46093023255813953, + "TN": 78948550, + "TP": 991, + "n_pred": 1773, + "n_ref": 1368 + }, + "12": { + "Dice": 0.3560948081264108, + "FN": 1929, + "FP": 353, + "IoU": 0.21661517336079644, + "TN": 78947787, + "TP": 631, + "n_pred": 984, + "n_ref": 2560 + }, + "13": { + "Dice": 0.508567561688861, + "FN": 38362, + "FP": 2306, + "IoU": 0.3409926917405325, + "TN": 78888989, + "TP": 21043, + "n_pred": 23349, + "n_ref": 59405 + }, + "14": { + "Dice": 0.4914689550731954, + "FN": 17533, + "FP": 2615, + "IoU": 0.3257930665238924, + "TN": 78920816, + "TP": 9736, + "n_pred": 12351, + "n_ref": 27269 + }, + "15": { + "Dice": 0.9166803265252598, + "FN": 3196, + "FP": 6970, + "IoU": 0.846177124786273, + "TN": 78884611, + "TP": 55923, + "n_pred": 62893, + "n_ref": 59119 + }, + "2": { + "Dice": 0.9056317552619936, + "FN": 6989, + "FP": 12420, + "IoU": 0.8275384082245582, + "TN": 78838159, + "TP": 93132, + "n_pred": 105552, + "n_ref": 100121 + }, + "3": { + "Dice": 0.9645070356909887, + "FN": 1876, + "FP": 4218, + "IoU": 0.9314472130041059, + "TN": 78861805, + "TP": 82801, + "n_pred": 87019, + "n_ref": 84677 + }, + "4": { + "Dice": 0.8952462435163895, + "FN": 386, + "FP": 3532, + "IoU": 0.8103581800580832, + "TN": 78930040, + "TP": 16742, + "n_pred": 20274, + "n_ref": 17128 + }, + "5": { + "Dice": 0.3005586063245597, + "FN": 28449, + "FP": 1101, + "IoU": 0.17685729407504389, + "TN": 78914801, + "TP": 6349, + "n_pred": 7450, + "n_ref": 34798 + }, + "6": { + "Dice": 0.9663826042082716, + "FN": 23568, + "FP": 23987, + "IoU": 0.9349519543138529, + "TN": 78219625, + "TP": 683520, + "n_pred": 707507, + "n_ref": 707088 + }, + "7": { + "Dice": 0.871918674743626, + "FN": 135297, + "FP": 36811, + "IoU": 0.7729218232962671, + "TN": 78192776, + "TP": 585816, + "n_pred": 622627, + "n_ref": 721113 + }, + "8": { + "Dice": 0.8693116613606484, + "FN": 76208, + "FP": 433, + "IoU": 0.7688340205283811, + "TN": 78619159, + "TP": 254900, + "n_pred": 255333, + "n_ref": 331108 + }, + "9": { + "Dice": 0.7457454050374405, + "FN": 19801, + "FP": 5597, + "IoU": 0.594572591587517, + "TN": 78888055, + "TP": 37247, + "n_pred": 42844, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.983109862252222, + "FN": 3355, + "FP": 1622, + "IoU": 0.9667808013455877, + "TN": 104854617, + "TP": 144846, + "n_pred": 146468, + "n_ref": 148201 + }, + "10": { + "Dice": 0.8808319869423046, + "FN": 7365, + "FP": 14246, + "IoU": 0.7870417816318487, + "TN": 104902960, + "TP": 79869, + "n_pred": 94115, + "n_ref": 87234 + }, + "11": { + "Dice": 0.9002364066193853, + "FN": 523, + "FP": 321, + "IoU": 0.8185726569217541, + "TN": 104999788, + "TP": 3808, + "n_pred": 4129, + "n_ref": 4331 + }, + "12": { + "Dice": 0.7938351574715211, + "FN": 1279, + "FP": 567, + "IoU": 0.6581481481481481, + "TN": 104999040, + "TP": 3554, + "n_pred": 4121, + "n_ref": 4833 + }, + "13": { + "Dice": 0.8927673576834485, + "FN": 9990, + "FP": 6304, + "IoU": 0.8063051282660897, + "TN": 104920318, + "TP": 67828, + "n_pred": 74132, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9539633573114767, + "FN": 1586, + "FP": 5025, + "IoU": 0.911978910088274, + "TN": 104929333, + "TP": 68496, + "n_pred": 73521, + "n_ref": 70082 + }, + "15": { + "Dice": 0.9123969715400264, + "FN": 2608, + "FP": 1569, + "IoU": 0.8389062439739288, + "TN": 104978511, + "TP": 21752, + "n_pred": 23321, + "n_ref": 24360 + }, + "2": { + "Dice": 0.9630684373032765, + "FN": 10115, + "FP": 2205, + "IoU": 0.9287675985082825, + "TN": 104831485, + "TP": 160635, + "n_pred": 162840, + "n_ref": 170750 + }, + "3": { + "Dice": 0.9710155248540094, + "FN": 3558, + "FP": 5396, + "IoU": 0.9436639213786421, + "TN": 104845501, + "TP": 149985, + "n_pred": 155381, + "n_ref": 153543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 94, + "IoU": 0.0, + "TN": 105004346, + "TP": 0, + "n_pred": 94, + "n_ref": 0 + }, + "5": { + "Dice": 0.646556945814513, + "FN": 11400, + "FP": 9023, + "IoU": 0.4777127074649004, + "TN": 104965337, + "TP": 18680, + "n_pred": 27703, + "n_ref": 30080 + }, + "6": { + "Dice": 0.9827562648814938, + "FN": 20345, + "FP": 22311, + "IoU": 0.96609714167176, + "TN": 103746257, + "TP": 1215527, + "n_pred": 1237838, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.9493824875042974, + "FN": 14698, + "FP": 8270, + "IoU": 0.9036423591008634, + "TN": 104766078, + "TP": 215394, + "n_pred": 223664, + "n_ref": 230092 + }, + "8": { + "Dice": 0.9180717321233075, + "FN": 50449, + "FP": 5902, + "IoU": 0.8485513867985379, + "TN": 104632360, + "TP": 315729, + "n_pred": 321631, + "n_ref": 366178 + }, + "9": { + "Dice": 0.9405485544848036, + "FN": 7910, + "FP": 2917, + "IoU": 0.8877693814721522, + "TN": 104907969, + "TP": 85644, + "n_pred": 88561, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.986541023809064, + "FN": 9400, + "FP": 1752, + "IoU": 0.9734395244264918, + "TN": 177256416, + "TP": 408720, + "n_pred": 410472, + "n_ref": 418120 + }, + "10": { + "Dice": 0.8125180040329034, + "FN": 21190, + "FP": 2240, + "IoU": 0.684236061508605, + "TN": 177602087, + "TP": 50771, + "n_pred": 53011, + "n_ref": 71961 + }, + "11": { + "Dice": 0.8264030902067712, + "FN": 1106, + "FP": 422, + "IoU": 0.704162633107454, + "TN": 177671123, + "TP": 3637, + "n_pred": 4059, + "n_ref": 4743 + }, + "12": { + "Dice": 0.8067295023816763, + "FN": 1218, + "FP": 689, + "IoU": 0.6760659079327331, + "TN": 177670401, + "TP": 3980, + "n_pred": 4669, + "n_ref": 5198 + }, + "13": { + "Dice": 0.910399764731455, + "FN": 5882, + "FP": 8133, + "IoU": 0.8355355801727375, + "TN": 177591072, + "TP": 71201, + "n_pred": 79334, + "n_ref": 77083 + }, + "14": { + "Dice": 0.9479513744273219, + "FN": 3412, + "FP": 4586, + "IoU": 0.9010528138956588, + "TN": 177595457, + "TP": 72833, + "n_pred": 77419, + "n_ref": 76245 + }, + "15": { + "Dice": 0.4601115258353195, + "FN": 2706, + "FP": 45316, + "IoU": 0.29879535664744106, + "TN": 177607803, + "TP": 20463, + "n_pred": 65779, + "n_ref": 23169 + }, + "2": { + "Dice": 0.972748000263805, + "FN": 7873, + "FP": 3697, + "IoU": 0.9469419387975034, + "TN": 177458225, + "TP": 206493, + "n_pred": 210190, + "n_ref": 214366 + }, + "3": { + "Dice": 0.977446265580528, + "FN": 7861, + "FP": 1331, + "IoU": 0.9558874342534649, + "TN": 177467912, + "TP": 199184, + "n_pred": 200515, + "n_ref": 207045 + }, + "4": { + "Dice": 0.9285441793585116, + "FN": 2791, + "FP": 2079, + "IoU": 0.8666191936897458, + "TN": 177639776, + "TP": 31642, + "n_pred": 33721, + "n_ref": 34433 + }, + "5": { + "Dice": 0.6732160737563998, + "FN": 13364, + "FP": 3933, + "IoU": 0.5074044540639061, + "TN": 177641174, + "TP": 17817, + "n_pred": 21750, + "n_ref": 31181 + }, + "6": { + "Dice": 0.9596061417916476, + "FN": 94896, + "FP": 49122, + "IoU": 0.9223489106752051, + "TN": 175821607, + "TP": 1710663, + "n_pred": 1759785, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.8784295233113029, + "FN": 10523, + "FP": 88475, + "IoU": 0.7832138430611699, + "TN": 177219626, + "TP": 357664, + "n_pred": 446139, + "n_ref": 368187 + }, + "8": { + "Dice": 0.8793591020099182, + "FN": 17069, + "FP": 32972, + "IoU": 0.7846930302000285, + "TN": 177443871, + "TP": 182376, + "n_pred": 215348, + "n_ref": 199445 + }, + "9": { + "Dice": 0.9380295301221262, + "FN": 8068, + "FP": 8733, + "IoU": 0.883291538445508, + "TN": 177532331, + "TP": 127156, + "n_pred": 135889, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9756339862261542, + "FN": 5377, + "FP": 3698, + "IoU": 0.9524271335709792, + "TN": 193814775, + "TP": 181685, + "n_pred": 185383, + "n_ref": 187062 + }, + "10": { + "Dice": 0.9048521783629132, + "FN": 9245, + "FP": 7117, + "IoU": 0.8262374818134511, + "TN": 193911372, + "TP": 77801, + "n_pred": 84918, + "n_ref": 87046 + }, + "11": { + "Dice": 0.7836666666666666, + "FN": 761, + "FP": 537, + "IoU": 0.6442861057824062, + "TN": 194001886, + "TP": 2351, + "n_pred": 2888, + "n_ref": 3112 + }, + "12": { + "Dice": 0.78936200311218, + "FN": 1160, + "FP": 329, + "IoU": 0.6520215003505492, + "TN": 194001256, + "TP": 2790, + "n_pred": 3119, + "n_ref": 3950 + }, + "13": { + "Dice": 0.7868841681390475, + "FN": 19001, + "FP": 6932, + "IoU": 0.648647183947757, + "TN": 193931726, + "TP": 47876, + "n_pred": 54808, + "n_ref": 66877 + }, + "14": { + "Dice": 0.8897062313131793, + "FN": 914, + "FP": 17678, + "IoU": 0.8013250694592862, + "TN": 193911955, + "TP": 74988, + "n_pred": 92666, + "n_ref": 75902 + }, + "15": { + "Dice": 0.8000445384701036, + "FN": 3003, + "FP": 5976, + "IoU": 0.6667285279489273, + "TN": 193978593, + "TP": 17963, + "n_pred": 23939, + "n_ref": 20966 + }, + "2": { + "Dice": 0.9497522901312809, + "FN": 3650, + "FP": 10661, + "IoU": 0.9043126504412945, + "TN": 193855975, + "TP": 135249, + "n_pred": 145910, + "n_ref": 138899 + }, + "3": { + "Dice": 0.94101933270132, + "FN": 11967, + "FP": 3400, + "IoU": 0.8886086042550106, + "TN": 193867580, + "TP": 122588, + "n_pred": 125988, + "n_ref": 134555 + }, + "4": { + "Dice": 0.9236055542480583, + "FN": 1407, + "FP": 1839, + "IoU": 0.8580549239111422, + "TN": 193982667, + "TP": 19622, + "n_pred": 21461, + "n_ref": 21029 + }, + "5": { + "Dice": 0.5524263229181262, + "FN": 15442, + "FP": 3724, + "IoU": 0.3816222494676389, + "TN": 193974541, + "TP": 11828, + "n_pred": 15552, + "n_ref": 27270 + }, + "6": { + "Dice": 0.9687841110701823, + "FN": 24171, + "FP": 63538, + "IoU": 0.9394580916277131, + "TN": 192556803, + "TP": 1361023, + "n_pred": 1424561, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.9550134817641401, + "FN": 19142, + "FP": 9388, + "IoU": 0.9139002897151135, + "TN": 193674175, + "TP": 302830, + "n_pred": 312218, + "n_ref": 321972 + }, + "8": { + "Dice": 0.9327631928447949, + "FN": 27192, + "FP": 3690, + "IoU": 0.8739983353189823, + "TN": 193760443, + "TP": 214210, + "n_pred": 217900, + "n_ref": 241402 + }, + "9": { + "Dice": 0.9005301609879097, + "FN": 14846, + "FP": 3616, + "IoU": 0.8190585398841551, + "TN": 193903502, + "TP": 83571, + "n_pred": 87187, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9697635353404833, + "FN": 1878, + "FP": 5142, + "IoU": 0.9413018938918851, + "TN": 99536205, + "TP": 112575, + "n_pred": 117717, + "n_ref": 114453 + }, + "10": { + "Dice": 0.8887350599810004, + "FN": 11343, + "FP": 3766, + "IoU": 0.7997508316655842, + "TN": 99580349, + "TP": 60342, + "n_pred": 64108, + "n_ref": 71685 + }, + "11": { + "Dice": 0.8375576036866359, + "FN": 734, + "FP": 394, + "IoU": 0.7205153617443013, + "TN": 99651764, + "TP": 2908, + "n_pred": 3302, + "n_ref": 3642 + }, + "12": { + "Dice": 0.6212265046516043, + "FN": 1932, + "FP": 63, + "IoU": 0.45056458275957034, + "TN": 99652169, + "TP": 1636, + "n_pred": 1699, + "n_ref": 3568 + }, + "13": { + "Dice": 0.7059247946704506, + "FN": 16079, + "FP": 8376, + "IoU": 0.545505231661308, + "TN": 99601993, + "TP": 29352, + "n_pred": 37728, + "n_ref": 45431 + }, + "14": { + "Dice": 0.7259464687307007, + "FN": 22990, + "FP": 529, + "IoU": 0.5697927527483583, + "TN": 99601131, + "TP": 31150, + "n_pred": 31679, + "n_ref": 54140 + }, + "15": { + "Dice": 0.7732037922118624, + "FN": 13276, + "FP": 1197, + "IoU": 0.630262620069487, + "TN": 99616656, + "TP": 24671, + "n_pred": 25868, + "n_ref": 37947 + }, + "2": { + "Dice": 0.9640262551375415, + "FN": 4746, + "FP": 3464, + "IoU": 0.9305508560600934, + "TN": 99537584, + "TP": 110006, + "n_pred": 113470, + "n_ref": 114752 + }, + "3": { + "Dice": 0.9689540295648857, + "FN": 4414, + "FP": 3237, + "IoU": 0.939777718306755, + "TN": 99528754, + "TP": 119395, + "n_pred": 122632, + "n_ref": 123809 + }, + "4": { + "Dice": 0.9214270199826238, + "FN": 1937, + "FP": 957, + "IoU": 0.8543019684841162, + "TN": 99635937, + "TP": 16969, + "n_pred": 17926, + "n_ref": 18906 + }, + "5": { + "Dice": 0.8958513396715644, + "FN": 747, + "FP": 699, + "IoU": 0.8113502935420743, + "TN": 99648135, + "TP": 6219, + "n_pred": 6918, + "n_ref": 6966 + }, + "6": { + "Dice": 0.9727899337593467, + "FN": 39665, + "FP": 33868, + "IoU": 0.9470214182377793, + "TN": 98267824, + "TP": 1314443, + "n_pred": 1348311, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.9163666996257008, + "FN": 13592, + "FP": 14405, + "IoU": 0.8456428012217578, + "TN": 99474422, + "TP": 153381, + "n_pred": 167786, + "n_ref": 166973 + }, + "8": { + "Dice": 0.9604803460427411, + "FN": 5663, + "FP": 2176, + "IoU": 0.9239655473433044, + "TN": 99552702, + "TP": 95259, + "n_pred": 97435, + "n_ref": 100922 + }, + "9": { + "Dice": 0.928339982806886, + "FN": 11302, + "FP": 1702, + "IoU": 0.8662635237977704, + "TN": 99558564, + "TP": 84232, + "n_pred": 85934, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9722153752672701, + "FN": 22913, + "FP": 1322, + "IoU": 0.9459329823308942, + "TN": 62635280, + "TP": 424005, + "n_pred": 425327, + "n_ref": 446918 + }, + "10": { + "Dice": 0.9177419584299554, + "FN": 6336, + "FP": 5228, + "IoU": 0.8479881166774019, + "TN": 63007447, + "TP": 64509, + "n_pred": 69737, + "n_ref": 70845 + }, + "11": { + "Dice": 0.7948184871261794, + "FN": 1060, + "FP": 223, + "IoU": 0.6595010615711253, + "TN": 63079752, + "TP": 2485, + "n_pred": 2708, + "n_ref": 3545 + }, + "12": { + "Dice": 0.803494700658837, + "FN": 697, + "FP": 675, + "IoU": 0.6715345942063682, + "TN": 63079343, + "TP": 2805, + "n_pred": 3480, + "n_ref": 3502 + }, + "13": { + "Dice": 0.757199515128691, + "FN": 13485, + "FP": 7146, + "IoU": 0.6092687638491695, + "TN": 63030719, + "TP": 32170, + "n_pred": 39316, + "n_ref": 45655 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 63083520, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 63083520, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9820314802330135, + "FN": 2342, + "FP": 2109, + "IoU": 0.9646972977688946, + "TN": 62957439, + "TP": 121630, + "n_pred": 123739, + "n_ref": 123972 + }, + "3": { + "Dice": 0.9859980945538601, + "FN": 1328, + "FP": 2258, + "IoU": 0.9723828813911758, + "TN": 62953673, + "TP": 126261, + "n_pred": 128519, + "n_ref": 127589 + }, + "4": { + "Dice": 0.5288430808565037, + "FN": 11410, + "FP": 384, + "IoU": 0.35947428447292673, + "TN": 63065107, + "TP": 6619, + "n_pred": 7003, + "n_ref": 18029 + }, + "5": { + "Dice": 0.579609194559519, + "FN": 9049, + "FP": 2418, + "IoU": 0.40806318397687386, + "TN": 63064148, + "TP": 7905, + "n_pred": 10323, + "n_ref": 16954 + }, + "6": { + "Dice": 0.9356053065833707, + "FN": 123854, + "FP": 14600, + "IoU": 0.8790022276230501, + "TN": 61939251, + "TP": 1005815, + "n_pred": 1020415, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.9001608650426958, + "FN": 7810, + "FP": 25208, + "IoU": 0.8184477497044511, + "TN": 62901655, + "TP": 148847, + "n_pred": 174055, + "n_ref": 156657 + }, + "8": { + "Dice": 0.9348276214263828, + "FN": 11278, + "FP": 2760, + "IoU": 0.8776303631513799, + "TN": 62968802, + "TP": 100680, + "n_pred": 103440, + "n_ref": 111958 + }, + "9": { + "Dice": 0.9170715942798444, + "FN": 3161, + "FP": 4024, + "IoU": 0.8468441583356425, + "TN": 63036607, + "TP": 39728, + "n_pred": 43752, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9795741432074483, + "FN": 9686, + "FP": 2942, + "IoU": 0.9599660148621573, + "TN": 109293386, + "TP": 302804, + "n_pred": 305746, + "n_ref": 312490 + }, + "10": { + "Dice": 0.6814619066613482, + "FN": 19591, + "FP": 44295, + "IoU": 0.5168314135967268, + "TN": 109476595, + "TP": 68337, + "n_pred": 112632, + "n_ref": 87928 + }, + "11": { + "Dice": 0.740627390971691, + "FN": 1078, + "FP": 1295, + "IoU": 0.5880923450789793, + "TN": 109603057, + "TP": 3388, + "n_pred": 4683, + "n_ref": 4466 + }, + "12": { + "Dice": 0.7960411929918416, + "FN": 1105, + "FP": 420, + "IoU": 0.6611864030215507, + "TN": 109604317, + "TP": 2976, + "n_pred": 3396, + "n_ref": 4081 + }, + "13": { + "Dice": 0.7169643601211145, + "FN": 29159, + "FP": 11597, + "IoU": 0.5588031523339395, + "TN": 109516442, + "TP": 51620, + "n_pred": 63217, + "n_ref": 80779 + }, + "14": { + "Dice": 0.33249047886620464, + "FN": 75614, + "FP": 9918, + "IoU": 0.19939345152292343, + "TN": 109501984, + "TP": 21302, + "n_pred": 31220, + "n_ref": 96916 + }, + "15": { + "Dice": 0.8980122317111952, + "FN": 6117, + "FP": 16012, + "IoU": 0.8149021772770236, + "TN": 109489265, + "TP": 97424, + "n_pred": 113436, + "n_ref": 103541 + }, + "2": { + "Dice": 0.7821111702412227, + "FN": 75178, + "FP": 2205, + "IoU": 0.6421860116708128, + "TN": 109392552, + "TP": 138883, + "n_pred": 141088, + "n_ref": 214061 + }, + "3": { + "Dice": 0.8582830558988152, + "FN": 9539, + "FP": 68445, + "IoU": 0.7517476729527715, + "TN": 109294686, + "TP": 236148, + "n_pred": 304593, + "n_ref": 245687 + }, + "4": { + "Dice": 0.6776668078005529, + "FN": 23081, + "FP": 2803, + "IoU": 0.5124781044582148, + "TN": 109555725, + "TP": 27209, + "n_pred": 30012, + "n_ref": 50290 + }, + "5": { + "Dice": 0.7443713005476572, + "FN": 3824, + "FP": 797, + "IoU": 0.5928275618997269, + "TN": 109597469, + "TP": 6728, + "n_pred": 7525, + "n_ref": 10552 + }, + "6": { + "Dice": 0.9710630235978769, + "FN": 35706, + "FP": 36692, + "IoU": 0.9437536465968851, + "TN": 108321659, + "TP": 1214761, + "n_pred": 1251453, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.8514474010026016, + "FN": 291916, + "FP": 24243, + "IoU": 0.74132207941182, + "TN": 108386607, + "TP": 906052, + "n_pred": 930295, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.9564167331383497, + "FN": 3088, + "FP": 4780, + "IoU": 0.916473810484299, + "TN": 109514620, + "TP": 86330, + "n_pred": 91110, + "n_ref": 89418 + }, + "9": { + "Dice": 0.8021098581302292, + "FN": 6691, + "FP": 17245, + "IoU": 0.669602186456119, + "TN": 109536372, + "TP": 48510, + "n_pred": 65755, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9421245784566554, + "FN": 1785, + "FP": 5217, + "IoU": 0.8905817823824481, + "TN": 67003359, + "TP": 56991, + "n_pred": 62208, + "n_ref": 58776 + }, + "10": { + "Dice": 0.8006705807257143, + "FN": 21723, + "FP": 6694, + "IoU": 0.6675985495379576, + "TN": 66981862, + "TP": 57073, + "n_pred": 63767, + "n_ref": 78796 + }, + "11": { + "Dice": 0.5169842584921293, + "FN": 1878, + "FP": 454, + "IoU": 0.3486033519553073, + "TN": 67063772, + "TP": 1248, + "n_pred": 1702, + "n_ref": 3126 + }, + "12": { + "Dice": 0.667708876150773, + "FN": 1389, + "FP": 524, + "IoU": 0.5011734028683181, + "TN": 67063517, + "TP": 1922, + "n_pred": 2446, + "n_ref": 3311 + }, + "13": { + "Dice": 0.5031476707236645, + "FN": 21427, + "FP": 11721, + "IoU": 0.3361371465192662, + "TN": 67017420, + "TP": 16784, + "n_pred": 28505, + "n_ref": 38211 + }, + "14": { + "Dice": 0.8828887746998645, + "FN": 9326, + "FP": 8223, + "IoU": 0.7903320230827131, + "TN": 66983653, + "TP": 66150, + "n_pred": 74373, + "n_ref": 75476 + }, + "15": { + "Dice": 0.4715852442671984, + "FN": 14334, + "FP": 23826, + "IoU": 0.3085453359425962, + "TN": 67012164, + "TP": 17028, + "n_pred": 40854, + "n_ref": 31362 + }, + "2": { + "Dice": 0.9709805622283133, + "FN": 2747, + "FP": 5818, + "IoU": 0.9435978822041935, + "TN": 66915496, + "TP": 143291, + "n_pred": 149109, + "n_ref": 146038 + }, + "3": { + "Dice": 0.9707085717899263, + "FN": 6867, + "FP": 2397, + "IoU": 0.9430842861267947, + "TN": 66904585, + "TP": 153503, + "n_pred": 155900, + "n_ref": 160370 + }, + "4": { + "Dice": 0.16180408738548274, + "FN": 11891, + "FP": 3, + "IoU": 0.08802330930838828, + "TN": 67054310, + "TP": 1148, + "n_pred": 1151, + "n_ref": 13039 + }, + "5": { + "Dice": 0.30862356347047987, + "FN": 7162, + "FP": 719, + "IoU": 0.18246887966804978, + "TN": 67057712, + "TP": 1759, + "n_pred": 2478, + "n_ref": 8921 + }, + "6": { + "Dice": 0.9751634669103274, + "FN": 33437, + "FP": 19866, + "IoU": 0.9515307421471492, + "TN": 65967624, + "TP": 1046425, + "n_pred": 1066291, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.9433689759728029, + "FN": 23061, + "FP": 16385, + "IoU": 0.8928083262000842, + "TN": 66699357, + "TP": 328549, + "n_pred": 344934, + "n_ref": 351610 + }, + "8": { + "Dice": 0.9053722388873738, + "FN": 6034, + "FP": 10622, + "IoU": 0.8271051320378675, + "TN": 66971016, + "TP": 79680, + "n_pred": 90302, + "n_ref": 85714 + }, + "9": { + "Dice": 0.9426603709597475, + "FN": 5074, + "FP": 3718, + "IoU": 0.8915398090350596, + "TN": 66986290, + "TP": 72270, + "n_pred": 75988, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9179241549973718, + "FN": 24795, + "FP": 2999, + "IoU": 0.848299275172474, + "TN": 74336064, + "TP": 155422, + "n_pred": 158421, + "n_ref": 180217 + }, + "10": { + "Dice": 0.8075332430778361, + "FN": 12606, + "FP": 8150, + "IoU": 0.6771956017978507, + "TN": 74454981, + "TP": 43543, + "n_pred": 51693, + "n_ref": 56149 + }, + "11": { + "Dice": 0.7635145909743263, + "FN": 993, + "FP": 490, + "IoU": 0.6174877482589631, + "TN": 74515403, + "TP": 2394, + "n_pred": 2884, + "n_ref": 3387 + }, + "12": { + "Dice": 0.473356401384083, + "FN": 1517, + "FP": 5, + "IoU": 0.3100634632819583, + "TN": 74517074, + "TP": 684, + "n_pred": 689, + "n_ref": 2201 + }, + "13": { + "Dice": 0.5607787914039062, + "FN": 19992, + "FP": 15877, + "IoU": 0.3896404444671329, + "TN": 74460513, + "TP": 22898, + "n_pred": 38775, + "n_ref": 42890 + }, + "14": { + "Dice": 0.6557820526833533, + "FN": 7926, + "FP": 17268, + "IoU": 0.48785396296221006, + "TN": 74470087, + "TP": 23999, + "n_pred": 41267, + "n_ref": 31925 + }, + "15": { + "Dice": 0.8100462656972901, + "FN": 8911, + "FP": 1148, + "IoU": 0.6807376138635859, + "TN": 74487773, + "TP": 21448, + "n_pred": 22596, + "n_ref": 30359 + }, + "2": { + "Dice": 0.9750643551630273, + "FN": 2463, + "FP": 4618, + "IoU": 0.9513420282286327, + "TN": 74373754, + "TP": 138445, + "n_pred": 143063, + "n_ref": 140908 + }, + "3": { + "Dice": 0.9775092095909003, + "FN": 4391, + "FP": 2569, + "IoU": 0.9560078376840908, + "TN": 74361070, + "TP": 151250, + "n_pred": 153819, + "n_ref": 155641 + }, + "4": { + "Dice": 0.7543373938722776, + "FN": 5104, + "FP": 220, + "IoU": 0.6055711957327011, + "TN": 74505782, + "TP": 8174, + "n_pred": 8394, + "n_ref": 13278 + }, + "5": { + "Dice": 0.5745257452574526, + "FN": 5172, + "FP": 2207, + "IoU": 0.40304182509505704, + "TN": 74506919, + "TP": 4982, + "n_pred": 7189, + "n_ref": 10154 + }, + "6": { + "Dice": 0.9740009113501192, + "FN": 46640, + "FP": 36605, + "IoU": 0.9493194702851186, + "TN": 72876736, + "TP": 1559299, + "n_pred": 1595904, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.7647720049272937, + "FN": 60716, + "FP": 4783, + "IoU": 0.6191342877411702, + "TN": 74347306, + "TP": 106475, + "n_pred": 111258, + "n_ref": 167191 + }, + "8": { + "Dice": 0.9628117948757441, + "FN": 1867, + "FP": 2962, + "IoU": 0.9282903431787469, + "TN": 74451939, + "TP": 62512, + "n_pred": 65474, + "n_ref": 64379 + }, + "9": { + "Dice": 0.9315248111684691, + "FN": 8317, + "FP": 4112, + "IoU": 0.8718263380426936, + "TN": 74422310, + "TP": 84541, + "n_pred": 88653, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9720491265242052, + "FN": 6741, + "FP": 9142, + "IoU": 0.9456182699056717, + "TN": 65759115, + "TP": 276182, + "n_pred": 285324, + "n_ref": 282923 + }, + "10": { + "Dice": 0.7932985833016032, + "FN": 23113, + "FP": 8373, + "IoU": 0.6574108328074337, + "TN": 65959274, + "TP": 60420, + "n_pred": 68793, + "n_ref": 83533 + }, + "11": { + "Dice": 0.7299887962156106, + "FN": 705, + "FP": 1464, + "IoU": 0.5747892570084298, + "TN": 66046079, + "TP": 2932, + "n_pred": 4396, + "n_ref": 3637 + }, + "12": { + "Dice": 0.7175094024237358, + "FN": 1309, + "FP": 43, + "IoU": 0.559465623981753, + "TN": 66048111, + "TP": 1717, + "n_pred": 1760, + "n_ref": 3026 + }, + "13": { + "Dice": 0.8060292020646301, + "FN": 7493, + "FP": 11823, + "IoU": 0.6750828441184881, + "TN": 65991731, + "TP": 40133, + "n_pred": 51956, + "n_ref": 47626 + }, + "14": { + "Dice": 0.9417391012518038, + "FN": 2547, + "FP": 4397, + "IoU": 0.8898931278343323, + "TN": 65988114, + "TP": 56122, + "n_pred": 60519, + "n_ref": 58669 + }, + "15": { + "Dice": 0.7918117466998278, + "FN": 3902, + "FP": 6980, + "IoU": 0.6553711679756777, + "TN": 66019604, + "TP": 20694, + "n_pred": 27674, + "n_ref": 24596 + }, + "2": { + "Dice": 0.9670785729329591, + "FN": 3902, + "FP": 5633, + "IoU": 0.9362556992151462, + "TN": 65901598, + "TP": 140047, + "n_pred": 145680, + "n_ref": 143949 + }, + "3": { + "Dice": 0.969874011620846, + "FN": 5097, + "FP": 4329, + "IoU": 0.9415100896026211, + "TN": 65890024, + "TP": 151730, + "n_pred": 156059, + "n_ref": 156827 + }, + "4": { + "Dice": 0.9289814217301227, + "FN": 2176, + "FP": 2006, + "IoU": 0.8673812392972664, + "TN": 66019646, + "TP": 27352, + "n_pred": 29358, + "n_ref": 29528 + }, + "5": { + "Dice": 0.8960643618177865, + "FN": 1737, + "FP": 175, + "IoU": 0.8116998227299587, + "TN": 66041026, + "TP": 8242, + "n_pred": 8417, + "n_ref": 9979 + }, + "6": { + "Dice": 0.9777081411410972, + "FN": 21945, + "FP": 23725, + "IoU": 0.9563884644766998, + "TN": 65003980, + "TP": 1001530, + "n_pred": 1025255, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.9489239399368654, + "FN": 86745, + "FP": 9041, + "IoU": 0.9028118668023576, + "TN": 65065607, + "TP": 889787, + "n_pred": 898828, + "n_ref": 976532 + }, + "8": { + "Dice": 0.9404063122862838, + "FN": 4156, + "FP": 5621, + "IoU": 0.8875159631380941, + "TN": 65964261, + "TP": 77142, + "n_pred": 82763, + "n_ref": 81298 + }, + "9": { + "Dice": 0.8625140736746959, + "FN": 15694, + "FP": 1646, + "IoU": 0.7582635122889685, + "TN": 65979449, + "TP": 54391, + "n_pred": 56037, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9849621356970333, + "FN": 2966, + "FP": 1635, + "IoU": 0.9703698456346881, + "TN": 113317259, + "TP": 150680, + "n_pred": 152315, + "n_ref": 153646 + }, + "10": { + "Dice": 0.9104305114128864, + "FN": 4942, + "FP": 9938, + "IoU": 0.8355873773534871, + "TN": 113382036, + "TP": 75624, + "n_pred": 85562, + "n_ref": 80566 + }, + "11": { + "Dice": 0.6996747379833755, + "FN": 1294, + "FP": 368, + "IoU": 0.5380767092829349, + "TN": 113468942, + "TP": 1936, + "n_pred": 2304, + "n_ref": 3230 + }, + "12": { + "Dice": 0.878010878010878, + "FN": 693, + "FP": 249, + "IoU": 0.7825484764542936, + "TN": 113468208, + "TP": 3390, + "n_pred": 3639, + "n_ref": 4083 + }, + "13": { + "Dice": 0.6806740922898886, + "FN": 29821, + "FP": 14329, + "IoU": 0.5159256619702867, + "TN": 113381335, + "TP": 47055, + "n_pred": 61384, + "n_ref": 76876 + }, + "14": { + "Dice": 0.9681233110175795, + "FN": 6551, + "FP": 10376, + "IoU": 0.9382160885641181, + "TN": 113198569, + "TP": 257044, + "n_pred": 267420, + "n_ref": 263595 + }, + "15": { + "Dice": 0.7840099163309575, + "FN": 2908, + "FP": 7547, + "IoU": 0.644750254841998, + "TN": 113443110, + "TP": 18975, + "n_pred": 26522, + "n_ref": 21883 + }, + "2": { + "Dice": 0.9656484226396228, + "FN": 3471, + "FP": 5324, + "IoU": 0.9335785276258949, + "TN": 113340128, + "TP": 123617, + "n_pred": 128941, + "n_ref": 127088 + }, + "3": { + "Dice": 0.9779761954063926, + "FN": 2226, + "FP": 3092, + "IoU": 0.9569015819502075, + "TN": 113349148, + "TP": 118074, + "n_pred": 121166, + "n_ref": 120300 + }, + "4": { + "Dice": 0.8655010787887806, + "FN": 2009, + "FP": 7030, + "IoU": 0.7628928177954987, + "TN": 113434418, + "TP": 29083, + "n_pred": 36113, + "n_ref": 31092 + }, + "5": { + "Dice": 0.6465375178525653, + "FN": 15171, + "FP": 4133, + "IoU": 0.47769149598203414, + "TN": 113435581, + "TP": 17655, + "n_pred": 21788, + "n_ref": 32826 + }, + "6": { + "Dice": 0.9686709456301065, + "FN": 26668, + "FP": 45582, + "IoU": 0.939245279211038, + "TN": 112283332, + "TP": 1116958, + "n_pred": 1162540, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.9295595541950896, + "FN": 13348, + "FP": 17672, + "IoU": 0.868389790238273, + "TN": 113236844, + "TP": 204676, + "n_pred": 222348, + "n_ref": 218024 + }, + "8": { + "Dice": 0.9141775557455831, + "FN": 31765, + "FP": 2559, + "IoU": 0.8419217714488355, + "TN": 113255407, + "TP": 182809, + "n_pred": 185368, + "n_ref": 214574 + }, + "9": { + "Dice": 0.9108311994592541, + "FN": 13934, + "FP": 4139, + "IoU": 0.8362626610375256, + "TN": 113362162, + "TP": 92305, + "n_pred": 96444, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8867230599485105, + "FN": 4227, + "FP": 27189, + "IoU": 0.7964981830194913, + "TN": 75042351, + "TP": 122961, + "n_pred": 150150, + "n_ref": 127188 + }, + "10": { + "Dice": 0.9113284366880128, + "FN": 10969, + "FP": 6367, + "IoU": 0.8371013512243709, + "TN": 75090306, + "TP": 89086, + "n_pred": 95453, + "n_ref": 100055 + }, + "11": { + "Dice": 0.7521367521367521, + "FN": 1212, + "FP": 325, + "IoU": 0.6027397260273972, + "TN": 75192859, + "TP": 2332, + "n_pred": 2657, + "n_ref": 3544 + }, + "12": { + "Dice": 0.6415381686655245, + "FN": 1421, + "FP": 462, + "IoU": 0.47225336322869954, + "TN": 75193160, + "TP": 1685, + "n_pred": 2147, + "n_ref": 3106 + }, + "13": { + "Dice": 0.7695136824453084, + "FN": 14879, + "FP": 9311, + "IoU": 0.6253736197364141, + "TN": 75132157, + "TP": 40381, + "n_pred": 49692, + "n_ref": 55260 + }, + "14": { + "Dice": 0.9440293829145432, + "FN": 5056, + "FP": 10122, + "IoU": 0.8939920937574208, + "TN": 75053550, + "TP": 128000, + "n_pred": 138122, + "n_ref": 133056 + }, + "15": { + "Dice": 0.9216260025682589, + "FN": 8142, + "FP": 3027, + "IoU": 0.8546441260297505, + "TN": 75119889, + "TP": 65670, + "n_pred": 68697, + "n_ref": 73812 + }, + "2": { + "Dice": 0.9522561696480598, + "FN": 4951, + "FP": 9224, + "IoU": 0.9088635428453863, + "TN": 75041192, + "TP": 141361, + "n_pred": 150585, + "n_ref": 146312 + }, + "3": { + "Dice": 0.9629477856339116, + "FN": 4173, + "FP": 6858, + "IoU": 0.9285432037985917, + "TN": 75042355, + "TP": 143342, + "n_pred": 150200, + "n_ref": 147515 + }, + "4": { + "Dice": 0.9303217302738003, + "FN": 1671, + "FP": 1818, + "IoU": 0.8697210709084799, + "TN": 75169947, + "TP": 23292, + "n_pred": 25110, + "n_ref": 24963 + }, + "5": { + "Dice": 0.8596885084888453, + "FN": 1574, + "FP": 426, + "IoU": 0.7539067306509167, + "TN": 75188601, + "TP": 6127, + "n_pred": 6553, + "n_ref": 7701 + }, + "6": { + "Dice": 0.9823326316460945, + "FN": 24571, + "FP": 19743, + "IoU": 0.9652786973360798, + "TN": 73920451, + "TP": 1231963, + "n_pred": 1251706, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.9516907726997081, + "FN": 9787, + "FP": 4632, + "IoU": 0.9078340130140752, + "TN": 75040282, + "TP": 142027, + "n_pred": 146659, + "n_ref": 151814 + }, + "8": { + "Dice": 0.9349896997315688, + "FN": 9851, + "FP": 563, + "IoU": 0.8779161098215751, + "TN": 75111426, + "TP": 74888, + "n_pred": 75451, + "n_ref": 84739 + }, + "9": { + "Dice": 0.8670007913479293, + "FN": 11497, + "FP": 8671, + "IoU": 0.7652262991246042, + "TN": 75110824, + "TP": 65736, + "n_pred": 74407, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9800331376899099, + "FN": 6461, + "FP": 2071, + "IoU": 0.9608480176211454, + "TN": 86709952, + "TP": 209388, + "n_pred": 211459, + "n_ref": 215849 + }, + "10": { + "Dice": 0.7252911219955237, + "FN": 12928, + "FP": 29417, + "IoU": 0.5689856990177617, + "TN": 86829627, + "TP": 55900, + "n_pred": 85317, + "n_ref": 68828 + }, + "11": { + "Dice": 0.6924315619967794, + "FN": 1085, + "FP": 252, + "IoU": 0.5295566502463054, + "TN": 86925030, + "TP": 1505, + "n_pred": 1757, + "n_ref": 2590 + }, + "12": { + "Dice": 0.7219860896445132, + "FN": 1178, + "FP": 1700, + "IoU": 0.5649281934996221, + "TN": 86921257, + "TP": 3737, + "n_pred": 5437, + "n_ref": 4915 + }, + "13": { + "Dice": 0.6343733865561112, + "FN": 14200, + "FP": 33247, + "IoU": 0.4645291621524016, + "TN": 86839264, + "TP": 41161, + "n_pred": 74408, + "n_ref": 55361 + }, + "14": { + "Dice": 0.8786697150342335, + "FN": 10833, + "FP": 9174, + "IoU": 0.7835958118807598, + "TN": 86835420, + "TP": 72445, + "n_pred": 81619, + "n_ref": 83278 + }, + "15": { + "Dice": 0.931874632638744, + "FN": 15209, + "FP": 6349, + "IoU": 0.8724393794156282, + "TN": 86758870, + "TP": 147444, + "n_pred": 153793, + "n_ref": 162653 + }, + "2": { + "Dice": 0.9454339102590086, + "FN": 7595, + "FP": 5867, + "IoU": 0.8965146134095906, + "TN": 86797786, + "TP": 116624, + "n_pred": 122491, + "n_ref": 124219 + }, + "3": { + "Dice": 0.9576622522247542, + "FN": 8768, + "FP": 5519, + "IoU": 0.9187638596690737, + "TN": 86752002, + "TP": 161583, + "n_pred": 167102, + "n_ref": 170351 + }, + "4": { + "Dice": 0.8973053060468562, + "FN": 1987, + "FP": 1340, + "IoU": 0.8137386630836413, + "TN": 86910010, + "TP": 14535, + "n_pred": 15875, + "n_ref": 16522 + }, + "5": { + "Dice": 0.8806562582693834, + "FN": 481, + "FP": 872, + "IoU": 0.7867612293144208, + "TN": 86921527, + "TP": 4992, + "n_pred": 5864, + "n_ref": 5473 + }, + "6": { + "Dice": 0.968864050278824, + "FN": 23371, + "FP": 50604, + "IoU": 0.9396084488576016, + "TN": 85702949, + "TP": 1150948, + "n_pred": 1201552, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.9519207003759448, + "FN": 71906, + "FP": 24190, + "IoU": 0.9082525537117253, + "TN": 85880475, + "TP": 951301, + "n_pred": 975491, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.9459943501781725, + "FN": 3152, + "FP": 2698, + "IoU": 0.8975230354202431, + "TN": 86870786, + "TP": 51236, + "n_pred": 53934, + "n_ref": 54388 + }, + "9": { + "Dice": 0.8322885281287944, + "FN": 4491, + "FP": 14156, + "IoU": 0.7127518639472549, + "TN": 86862956, + "TP": 46269, + "n_pred": 60425, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9706169185052606, + "FN": 3865, + "FP": 1257, + "IoU": 0.9429112795363352, + "TN": 37659880, + "TP": 84598, + "n_pred": 85855, + "n_ref": 88463 + }, + "10": { + "Dice": 0.8785133152536345, + "FN": 9843, + "FP": 3820, + "IoU": 0.7833470759862996, + "TN": 37686536, + "TP": 49401, + "n_pred": 53221, + "n_ref": 59244 + }, + "11": { + "Dice": 0.8321112991163753, + "FN": 375, + "FP": 518, + "IoU": 0.7124919510624598, + "TN": 37746494, + "TP": 2213, + "n_pred": 2731, + "n_ref": 2588 + }, + "12": { + "Dice": 0.8024596464258262, + "FN": 829, + "FP": 199, + "IoU": 0.6700898587933247, + "TN": 37746484, + "TP": 2088, + "n_pred": 2287, + "n_ref": 2917 + }, + "13": { + "Dice": 0.7419407170502214, + "FN": 12871, + "FP": 9399, + "IoU": 0.5897502026379781, + "TN": 37695316, + "TP": 32014, + "n_pred": 41413, + "n_ref": 44885 + }, + "14": { + "Dice": 0.5779782801273008, + "FN": 12193, + "FP": 116435, + "IoU": 0.40644827856711074, + "TN": 37532891, + "TP": 88081, + "n_pred": 204516, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 18250, + "IoU": 0.0, + "TN": 37731350, + "TP": 0, + "n_pred": 18250, + "n_ref": 0 + }, + "2": { + "Dice": 0.9210463437185095, + "FN": 11573, + "FP": 3627, + "IoU": 0.8536477339469858, + "TN": 37645741, + "TP": 88659, + "n_pred": 92286, + "n_ref": 100232 + }, + "3": { + "Dice": 0.9535058074487595, + "FN": 6031, + "FP": 2031, + "IoU": 0.911142951614681, + "TN": 37658870, + "TP": 82668, + "n_pred": 84699, + "n_ref": 88699 + }, + "4": { + "Dice": 0.23564727954971856, + "FN": 10124, + "FP": 61, + "IoU": 0.13356018715440238, + "TN": 37737845, + "TP": 1570, + "n_pred": 1631, + "n_ref": 11694 + }, + "5": { + "Dice": 0.8310939510939511, + "FN": 1977, + "FP": 1304, + "IoU": 0.7110014974015678, + "TN": 37738247, + "TP": 8072, + "n_pred": 9376, + "n_ref": 10049 + }, + "6": { + "Dice": 0.9724366614900355, + "FN": 31504, + "FP": 8803, + "IoU": 0.9463520398656239, + "TN": 36998276, + "TP": 711017, + "n_pred": 719820, + "n_ref": 742521 + }, + "7": { + "Dice": 0.932939476214376, + "FN": 36723, + "FP": 7637, + "IoU": 0.874307928574262, + "TN": 37396674, + "TP": 308566, + "n_pred": 316203, + "n_ref": 345289 + }, + "8": { + "Dice": 0.9397338697199443, + "FN": 5204, + "FP": 4144, + "IoU": 0.8863188617292959, + "TN": 37667370, + "TP": 72882, + "n_pred": 77026, + "n_ref": 78086 + }, + "9": { + "Dice": 0.8971304718326819, + "FN": 6343, + "FP": 4763, + "IoU": 0.8134511371653173, + "TN": 37690066, + "TP": 48428, + "n_pred": 53191, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9777148166765678, + "FN": 5467, + "FP": 3311, + "IoU": 0.9564012397186792, + "TN": 75705352, + "TP": 192558, + "n_pred": 195869, + "n_ref": 198025 + }, + "10": { + "Dice": 0.9248831713427744, + "FN": 10008, + "FP": 6902, + "IoU": 0.8602629469561122, + "TN": 75785675, + "TP": 104103, + "n_pred": 111005, + "n_ref": 114111 + }, + "11": { + "Dice": 0.7353928034247368, + "FN": 1164, + "FP": 1123, + "IoU": 0.5815187557182068, + "TN": 75901223, + "TP": 3178, + "n_pred": 4301, + "n_ref": 4342 + }, + "12": { + "Dice": 0.8651064330236388, + "FN": 906, + "FP": 241, + "IoU": 0.762279792746114, + "TN": 75901863, + "TP": 3678, + "n_pred": 3919, + "n_ref": 4584 + }, + "13": { + "Dice": 0.8134418286850115, + "FN": 8762, + "FP": 6255, + "IoU": 0.6855473657760282, + "TN": 75858932, + "TP": 32739, + "n_pred": 38994, + "n_ref": 41501 + }, + "14": { + "Dice": 0.9301532562615964, + "FN": 3114, + "FP": 14993, + "IoU": 0.8694266367641863, + "TN": 75768015, + "TP": 120566, + "n_pred": 135559, + "n_ref": 123680 + }, + "15": { + "Dice": 0.8994344315828968, + "FN": 25454, + "FP": 10731, + "IoU": 0.8172474747474747, + "TN": 75708688, + "TP": 161815, + "n_pred": 172546, + "n_ref": 187269 + }, + "2": { + "Dice": 0.9639412855715579, + "FN": 7951, + "FP": 5872, + "IoU": 0.9303925271294408, + "TN": 75708103, + "TP": 184762, + "n_pred": 190634, + "n_ref": 192713 + }, + "3": { + "Dice": 0.9716164431631038, + "FN": 7575, + "FP": 6661, + "IoU": 0.9447996680845454, + "TN": 75648791, + "TP": 243661, + "n_pred": 250322, + "n_ref": 251236 + }, + "4": { + "Dice": 0.9256502522140615, + "FN": 2009, + "FP": 2516, + "IoU": 0.8615911663047136, + "TN": 75873995, + "TP": 28168, + "n_pred": 30684, + "n_ref": 30177 + }, + "5": { + "Dice": 0.9003515821195379, + "FN": 666, + "FP": 1318, + "IoU": 0.8187631314515392, + "TN": 75895741, + "TP": 8963, + "n_pred": 10281, + "n_ref": 9629 + }, + "6": { + "Dice": 0.9797735179048858, + "FN": 45960, + "FP": 22619, + "IoU": 0.96034903533659, + "TN": 74177121, + "TP": 1660988, + "n_pred": 1683607, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.9547502854594277, + "FN": 15781, + "FP": 8670, + "IoU": 0.9134183651789635, + "TN": 75624284, + "TP": 257953, + "n_pred": 266623, + "n_ref": 273734 + }, + "8": { + "Dice": 0.955677692061495, + "FN": 5154, + "FP": 2878, + "IoU": 0.915117569352708, + "TN": 75812063, + "TP": 86593, + "n_pred": 89471, + "n_ref": 91747 + }, + "9": { + "Dice": 0.8953741826108016, + "FN": 11200, + "FP": 4352, + "IoU": 0.8105678579258935, + "TN": 75824590, + "TP": 66546, + "n_pred": 70898, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9771142810469571, + "FN": 2335, + "FP": 2008, + "IoU": 0.9552526376524892, + "TN": 61290694, + "TP": 92713, + "n_pred": 94721, + "n_ref": 95048 + }, + "10": { + "Dice": 0.9145258565379186, + "FN": 6784, + "FP": 6538, + "IoU": 0.8425127968696433, + "TN": 61303159, + "TP": 71269, + "n_pred": 77807, + "n_ref": 78053 + }, + "11": { + "Dice": 0.8400120518228382, + "FN": 554, + "FP": 508, + "IoU": 0.7241558441558441, + "TN": 61383900, + "TP": 2788, + "n_pred": 3296, + "n_ref": 3342 + }, + "12": { + "Dice": 0.8547530963487212, + "FN": 712, + "FP": 191, + "IoU": 0.7463483146067416, + "TN": 61384190, + "TP": 2657, + "n_pred": 2848, + "n_ref": 3369 + }, + "13": { + "Dice": 0.7906489691562857, + "FN": 10386, + "FP": 5008, + "IoU": 0.6537795470391111, + "TN": 61343287, + "TP": 29069, + "n_pred": 34077, + "n_ref": 39455 + }, + "14": { + "Dice": 0.9201306667427462, + "FN": 1957, + "FP": 9241, + "IoU": 0.8520759303047516, + "TN": 61312049, + "TP": 64503, + "n_pred": 73744, + "n_ref": 66460 + }, + "15": { + "Dice": 0.9176545759501614, + "FN": 2518, + "FP": 4699, + "IoU": 0.8478389205144423, + "TN": 61340320, + "TP": 40213, + "n_pred": 44912, + "n_ref": 42731 + }, + "2": { + "Dice": 0.9743709860219116, + "FN": 4206, + "FP": 2578, + "IoU": 0.9500228374416172, + "TN": 61252008, + "TP": 128958, + "n_pred": 131536, + "n_ref": 133164 + }, + "3": { + "Dice": 0.976567490842837, + "FN": 4446, + "FP": 1753, + "IoU": 0.9542080030729909, + "TN": 61252377, + "TP": 129174, + "n_pred": 130927, + "n_ref": 133620 + }, + "4": { + "Dice": 0.790099573257468, + "FN": 5090, + "FP": 2288, + "IoU": 0.6530285929270128, + "TN": 61366486, + "TP": 13886, + "n_pred": 16174, + "n_ref": 18976 + }, + "5": { + "Dice": 0.48152109964165374, + "FN": 18692, + "FP": 696, + "IoU": 0.3171075340777007, + "TN": 61359359, + "TP": 9003, + "n_pred": 9699, + "n_ref": 27695 + }, + "6": { + "Dice": 0.9755418945532767, + "FN": 28025, + "FP": 20446, + "IoU": 0.9522516239235411, + "TN": 60372616, + "TP": 966663, + "n_pred": 987109, + "n_ref": 994688 + }, + "7": { + "Dice": 0.9483943961001774, + "FN": 10389, + "FP": 8084, + "IoU": 0.9018536917101887, + "TN": 61199531, + "TP": 169746, + "n_pred": 177830, + "n_ref": 180135 + }, + "8": { + "Dice": 0.9055844966791698, + "FN": 38926, + "FP": 4318, + "IoU": 0.8274594922415822, + "TN": 61137119, + "TP": 207387, + "n_pred": 211705, + "n_ref": 246313 + }, + "9": { + "Dice": 0.9300325010317788, + "FN": 7606, + "FP": 3244, + "IoU": 0.8692156555489929, + "TN": 61304789, + "TP": 72111, + "n_pred": 75355, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9807103366584551, + "FN": 3782, + "FP": 3367, + "IoU": 0.9621507721793087, + "TN": 39559919, + "TP": 181732, + "n_pred": 185099, + "n_ref": 185514 + }, + "10": { + "Dice": 0.8644151128928558, + "FN": 6120, + "FP": 8220, + "IoU": 0.7612069539732232, + "TN": 39688748, + "TP": 45712, + "n_pred": 53932, + "n_ref": 51832 + }, + "11": { + "Dice": 0.8409438125954847, + "FN": 554, + "FP": 383, + "IoU": 0.7255418863503222, + "TN": 39745386, + "TP": 2477, + "n_pred": 2860, + "n_ref": 3031 + }, + "12": { + "Dice": 0.8840492640432562, + "FN": 517, + "FP": 255, + "IoU": 0.7921938088829071, + "TN": 39745085, + "TP": 2943, + "n_pred": 3198, + "n_ref": 3460 + }, + "13": { + "Dice": 0.8499368233282957, + "FN": 9505, + "FP": 2609, + "IoU": 0.7390348987505385, + "TN": 39702380, + "TP": 34306, + "n_pred": 36915, + "n_ref": 43811 + }, + "14": { + "Dice": 0.48378677633660233, + "FN": 14982, + "FP": 24180, + "IoU": 0.3190756872359293, + "TN": 39691287, + "TP": 18351, + "n_pred": 42531, + "n_ref": 33333 + }, + "15": { + "Dice": 0.9304220303079681, + "FN": 3181, + "FP": 4078, + "IoU": 0.8698964046313223, + "TN": 39693006, + "TP": 48535, + "n_pred": 52613, + "n_ref": 51716 + }, + "2": { + "Dice": 0.9673523657890056, + "FN": 3623, + "FP": 4087, + "IoU": 0.9367690717929371, + "TN": 39626866, + "TP": 114224, + "n_pred": 118311, + "n_ref": 117847 + }, + "3": { + "Dice": 0.9690398017483667, + "FN": 3083, + "FP": 5300, + "IoU": 0.9399391008418413, + "TN": 39609225, + "TP": 131192, + "n_pred": 136492, + "n_ref": 134275 + }, + "4": { + "Dice": 0.9306035739575957, + "FN": 1432, + "FP": 1900, + "IoU": 0.8702138433373583, + "TN": 39723127, + "TP": 22341, + "n_pred": 24241, + "n_ref": 23773 + }, + "5": { + "Dice": 0.847491690500116, + "FN": 1042, + "FP": 931, + "IoU": 0.7353454057679409, + "TN": 39741345, + "TP": 5482, + "n_pred": 6413, + "n_ref": 6524 + }, + "6": { + "Dice": 0.9805254041198654, + "FN": 14337, + "FP": 21955, + "IoU": 0.961794838323908, + "TN": 38798876, + "TP": 913632, + "n_pred": 935587, + "n_ref": 927969 + }, + "7": { + "Dice": 0.9749435982203233, + "FN": 11915, + "FP": 25102, + "IoU": 0.9511121500511106, + "TN": 38991618, + "TP": 720165, + "n_pred": 745267, + "n_ref": 732080 + }, + "8": { + "Dice": 0.9613570558926141, + "FN": 2552, + "FP": 1225, + "IoU": 0.9255895506215647, + "TN": 39698041, + "TP": 46982, + "n_pred": 48207, + "n_ref": 49534 + }, + "9": { + "Dice": 0.9265203878090643, + "FN": 1683, + "FP": 4653, + "IoU": 0.8631001253186984, + "TN": 39702518, + "TP": 39946, + "n_pred": 44599, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9662380170596674, + "FN": 3672, + "FP": 2847, + "IoU": 0.9346813222047433, + "TN": 101296805, + "TP": 93284, + "n_pred": 96131, + "n_ref": 96956 + }, + "10": { + "Dice": 0.8908884412903387, + "FN": 11401, + "FP": 5988, + "IoU": 0.8032451147897125, + "TN": 101308229, + "TP": 70990, + "n_pred": 76978, + "n_ref": 82391 + }, + "11": { + "Dice": 0.7367178276269185, + "FN": 2097, + "FP": 356, + "IoU": 0.5831775700934579, + "TN": 101390723, + "TP": 3432, + "n_pred": 3788, + "n_ref": 5529 + }, + "12": { + "Dice": 0.8484253899735112, + "FN": 901, + "FP": 644, + "IoU": 0.7367524280115862, + "TN": 101390739, + "TP": 4324, + "n_pred": 4968, + "n_ref": 5225 + }, + "13": { + "Dice": 0.9193458834868056, + "FN": 6066, + "FP": 1633, + "IoU": 0.8507309317926247, + "TN": 101345030, + "TP": 43879, + "n_pred": 45512, + "n_ref": 49945 + }, + "14": { + "Dice": 0.9792544717008848, + "FN": 2231, + "FP": 5113, + "IoU": 0.9593522034160975, + "TN": 101215934, + "TP": 173330, + "n_pred": 178443, + "n_ref": 175561 + }, + "15": { + "Dice": 0.932623850489469, + "FN": 1723, + "FP": 1911, + "IoU": 0.8737536911585896, + "TN": 101367823, + "TP": 25151, + "n_pred": 27062, + "n_ref": 26874 + }, + "2": { + "Dice": 0.9589778482575463, + "FN": 6972, + "FP": 7980, + "IoU": 0.921188705401146, + "TN": 101206889, + "TP": 174767, + "n_pred": 182747, + "n_ref": 181739 + }, + "3": { + "Dice": 0.9738834512874567, + "FN": 5487, + "FP": 3185, + "IoU": 0.949096330732973, + "TN": 101226247, + "TP": 161689, + "n_pred": 164874, + "n_ref": 167176 + }, + "4": { + "Dice": 0.9207375599898965, + "FN": 1033, + "FP": 536, + "IoU": 0.8531173937464894, + "TN": 101385926, + "TP": 9113, + "n_pred": 9649, + "n_ref": 10146 + }, + "5": { + "Dice": 0.7456493631945786, + "FN": 13429, + "FP": 3686, + "IoU": 0.5944504999763044, + "TN": 101354406, + "TP": 25087, + "n_pred": 28773, + "n_ref": 38516 + }, + "6": { + "Dice": 0.9793750003426352, + "FN": 44053, + "FP": 31191, + "IoU": 0.9595835891453006, + "TN": 99534889, + "TP": 1786475, + "n_pred": 1817666, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.9556497138481903, + "FN": 19182, + "FP": 21828, + "IoU": 0.9150662632262394, + "TN": 100913761, + "TP": 441837, + "n_pred": 463665, + "n_ref": 461019 + }, + "8": { + "Dice": 0.9143696039126312, + "FN": 35857, + "FP": 5323, + "IoU": 0.842247607664667, + "TN": 101135566, + "TP": 219862, + "n_pred": 225185, + "n_ref": 255719 + }, + "9": { + "Dice": 0.9421142111882249, + "FN": 5714, + "FP": 4228, + "IoU": 0.8905632547029622, + "TN": 101305761, + "TP": 80905, + "n_pred": 85133, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9658045721713839, + "FN": 10449, + "FP": 4177, + "IoU": 0.933870471849963, + "TN": 73662332, + "TP": 206546, + "n_pred": 210723, + "n_ref": 216995 + }, + "10": { + "Dice": 0.40595401684020255, + "FN": 53832, + "FP": 10581, + "IoU": 0.2546689500358705, + "TN": 73797082, + "TP": 22009, + "n_pred": 32590, + "n_ref": 75841 + }, + "11": { + "Dice": 0.6731907894736842, + "FN": 2166, + "FP": 1808, + "IoU": 0.5073757282756911, + "TN": 73875437, + "TP": 4093, + "n_pred": 5901, + "n_ref": 6259 + }, + "12": { + "Dice": 0.6394167034909413, + "FN": 2647, + "FP": 617, + "IoU": 0.4699577784995128, + "TN": 73877346, + "TP": 2894, + "n_pred": 3511, + "n_ref": 5541 + }, + "13": { + "Dice": 0.04503062452872621, + "FN": 59537, + "FP": 12652, + "IoU": 0.02303392835392673, + "TN": 73809613, + "TP": 1702, + "n_pred": 14354, + "n_ref": 61239 + }, + "14": { + "Dice": 0.8467136114222011, + "FN": 18355, + "FP": 11620, + "IoU": 0.7341746332984516, + "TN": 73770742, + "TP": 82787, + "n_pred": 94407, + "n_ref": 101142 + }, + "15": { + "Dice": 0.909336508400699, + "FN": 26278, + "FP": 12785, + "IoU": 0.8337461695607763, + "TN": 73648544, + "TP": 195897, + "n_pred": 208682, + "n_ref": 222175 + }, + "2": { + "Dice": 0.6655802672669341, + "FN": 86083, + "FP": 19398, + "IoU": 0.49877879571200484, + "TN": 73673056, + "TP": 104967, + "n_pred": 124365, + "n_ref": 191050 + }, + "3": { + "Dice": 0.767995186697783, + "FN": 19039, + "FP": 82761, + "IoU": 0.6233702810294053, + "TN": 73613212, + "TP": 168492, + "n_pred": 251253, + "n_ref": 187531 + }, + "4": { + "Dice": 0.4511550461533487, + "FN": 33934, + "FP": 17, + "IoU": 0.29128483456841664, + "TN": 73835599, + "TP": 13954, + "n_pred": 13971, + "n_ref": 47888 + }, + "5": { + "Dice": 0.7215385806052164, + "FN": 5805, + "FP": 1391, + "IoU": 0.5643804104364671, + "TN": 73866985, + "TP": 9323, + "n_pred": 10714, + "n_ref": 15128 + }, + "6": { + "Dice": 0.8318332487938377, + "FN": 361506, + "FP": 180222, + "IoU": 0.7120843389310202, + "TN": 72001953, + "TP": 1339823, + "n_pred": 1520045, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.6040006238789675, + "FN": 95148, + "FP": 6410, + "IoU": 0.4326653967118972, + "TN": 73704495, + "TP": 77451, + "n_pred": 83861, + "n_ref": 172599 + }, + "8": { + "Dice": 0.9086342343214748, + "FN": 4382, + "FP": 10714, + "IoU": 0.832566187154091, + "TN": 73793343, + "TP": 75065, + "n_pred": 85779, + "n_ref": 79447 + }, + "9": { + "Dice": 0.7968866774180859, + "FN": 9144, + "FP": 32166, + "IoU": 0.6623537969872576, + "TN": 73761157, + "TP": 81037, + "n_pred": 113203, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9711718913367444, + "FN": 3892, + "FP": 6999, + "IoU": 0.943959329220288, + "TN": 69301435, + "TP": 183450, + "n_pred": 190449, + "n_ref": 187342 + }, + "10": { + "Dice": 0.8297910832265954, + "FN": 10139, + "FP": 13382, + "IoU": 0.7090965308267887, + "TN": 69414921, + "TP": 57334, + "n_pred": 70716, + "n_ref": 67473 + }, + "11": { + "Dice": 0.791574567676505, + "FN": 417, + "FP": 1186, + "IoU": 0.6550462664084356, + "TN": 69491129, + "TP": 3044, + "n_pred": 4230, + "n_ref": 3461 + }, + "12": { + "Dice": 0.6761088333954528, + "FN": 1338, + "FP": 400, + "IoU": 0.5106981981981982, + "TN": 69492224, + "TP": 1814, + "n_pred": 2214, + "n_ref": 3152 + }, + "13": { + "Dice": 0.8071035505496795, + "FN": 11964, + "FP": 19514, + "IoU": 0.6765914601569885, + "TN": 69398444, + "TP": 65854, + "n_pred": 85368, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9559390725792833, + "FN": 9513, + "FP": 3533, + "IoU": 0.9155970187878474, + "TN": 69341208, + "TP": 141522, + "n_pred": 145055, + "n_ref": 151035 + }, + "15": { + "Dice": 0.9362606381300035, + "FN": 4996, + "FP": 7122, + "IoU": 0.8801598132874463, + "TN": 69394658, + "TP": 89000, + "n_pred": 96122, + "n_ref": 93996 + }, + "2": { + "Dice": 0.9619825476215813, + "FN": 5514, + "FP": 5918, + "IoU": 0.9267498782581951, + "TN": 69339708, + "TP": 144636, + "n_pred": 150554, + "n_ref": 150150 + }, + "3": { + "Dice": 0.9639498525248107, + "FN": 9487, + "FP": 2711, + "IoU": 0.930408489274304, + "TN": 69320496, + "TP": 163082, + "n_pred": 165793, + "n_ref": 172569 + }, + "4": { + "Dice": 0.8728189977144768, + "FN": 5804, + "FP": 3322, + "IoU": 0.77433792438367, + "TN": 69455335, + "TP": 31315, + "n_pred": 34637, + "n_ref": 37119 + }, + "5": { + "Dice": 0.868170820908119, + "FN": 3663, + "FP": 1023, + "IoU": 0.7670511035991251, + "TN": 69475660, + "TP": 15430, + "n_pred": 16453, + "n_ref": 19093 + }, + "6": { + "Dice": 0.9818444568805851, + "FN": 21540, + "FP": 31276, + "IoU": 0.9643364056855397, + "TN": 68014826, + "TP": 1428134, + "n_pred": 1459410, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.9658078687900166, + "FN": 13790, + "FP": 7395, + "IoU": 0.9338766363074541, + "TN": 69175390, + "TP": 299201, + "n_pred": 306596, + "n_ref": 312991 + }, + "8": { + "Dice": 0.889615049312355, + "FN": 13682, + "FP": 4931, + "IoU": 0.8011771492052641, + "TN": 69402160, + "TP": 75003, + "n_pred": 79934, + "n_ref": 88685 + }, + "9": { + "Dice": 0.9130220311729246, + "FN": 9109, + "FP": 4468, + "IoU": 0.8399636950858705, + "TN": 69410939, + "TP": 71260, + "n_pred": 75728, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.977377951572406, + "FN": 4080, + "FP": 5101, + "IoU": 0.9557567755117776, + "TN": 50626040, + "TP": 198331, + "n_pred": 203432, + "n_ref": 202411 + }, + "10": { + "Dice": 0.8903624171140373, + "FN": 4607, + "FP": 12936, + "IoU": 0.8023902856627917, + "TN": 50744776, + "TP": 71233, + "n_pred": 84169, + "n_ref": 75840 + }, + "11": { + "Dice": 0.8546641074856046, + "FN": 1163, + "FP": 730, + "IoU": 0.7462126290387452, + "TN": 50826093, + "TP": 5566, + "n_pred": 6296, + "n_ref": 6729 + }, + "12": { + "Dice": 0.8024778761061947, + "FN": 1765, + "FP": 467, + "IoU": 0.670115282293822, + "TN": 50826786, + "TP": 4534, + "n_pred": 5001, + "n_ref": 6299 + }, + "13": { + "Dice": 0.7400678722514062, + "FN": 8464, + "FP": 19493, + "IoU": 0.587387094869827, + "TN": 50765796, + "TP": 39799, + "n_pred": 59292, + "n_ref": 48263 + }, + "14": { + "Dice": 0.32285264881869336, + "FN": 40782, + "FP": 977, + "IoU": 0.19250106354178753, + "TN": 50781838, + "TP": 9955, + "n_pred": 10932, + "n_ref": 50737 + }, + "15": { + "Dice": 0.3646152765748262, + "FN": 26968, + "FP": 175, + "IoU": 0.22295382325155305, + "TN": 50798621, + "TP": 7788, + "n_pred": 7963, + "n_ref": 34756 + }, + "2": { + "Dice": 0.9720138420066189, + "FN": 6179, + "FP": 5677, + "IoU": 0.9455514886542639, + "TN": 50615805, + "TP": 205891, + "n_pred": 211568, + "n_ref": 212070 + }, + "3": { + "Dice": 0.972941899223563, + "FN": 5962, + "FP": 5005, + "IoU": 0.9473095032189872, + "TN": 50625412, + "TP": 197173, + "n_pred": 202178, + "n_ref": 203135 + }, + "4": { + "Dice": 0.8903918029035621, + "FN": 455, + "FP": 3856, + "IoU": 0.8024380184226204, + "TN": 50811731, + "TP": 17510, + "n_pred": 21366, + "n_ref": 17965 + }, + "5": { + "Dice": 0.8406776831914539, + "FN": 2771, + "FP": 1047, + "IoU": 0.725145777841768, + "TN": 50819661, + "TP": 10073, + "n_pred": 11120, + "n_ref": 12844 + }, + "6": { + "Dice": 0.9861471743585205, + "FN": 23586, + "FP": 37458, + "IoU": 0.9726729061829765, + "TN": 48599725, + "TP": 2172783, + "n_pred": 2210241, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.9498681547801557, + "FN": 11510, + "FP": 11380, + "IoU": 0.904522759788607, + "TN": 50593809, + "TP": 216853, + "n_pred": 228233, + "n_ref": 228363 + }, + "8": { + "Dice": 0.9609310223272579, + "FN": 6152, + "FP": 1717, + "IoU": 0.9248000305807476, + "TN": 50728911, + "TP": 96772, + "n_pred": 98489, + "n_ref": 102924 + }, + "9": { + "Dice": 0.9346301781687961, + "FN": 9416, + "FP": 5370, + "IoU": 0.8772823849677976, + "TN": 50713064, + "TP": 105702, + "n_pred": 111072, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9788137404362631, + "FN": 5853, + "FP": 3069, + "IoU": 0.9585065714205988, + "TN": 76669838, + "TP": 206100, + "n_pred": 209169, + "n_ref": 211953 + }, + "10": { + "Dice": 0.8360590469190249, + "FN": 10361, + "FP": 11051, + "IoU": 0.7183002236547823, + "TN": 76808850, + "TP": 54598, + "n_pred": 65649, + "n_ref": 64959 + }, + "11": { + "Dice": 0.789211475691462, + "FN": 577, + "FP": 650, + "IoU": 0.6518161180476731, + "TN": 76881336, + "TP": 2297, + "n_pred": 2947, + "n_ref": 2874 + }, + "12": { + "Dice": 0.8272336945409937, + "FN": 586, + "FP": 259, + "IoU": 0.7053695955369595, + "TN": 76881992, + "TP": 2023, + "n_pred": 2282, + "n_ref": 2609 + }, + "13": { + "Dice": 0.6083729703132689, + "FN": 13109, + "FP": 25095, + "IoU": 0.4371666813989805, + "TN": 76816982, + "TP": 29674, + "n_pred": 54769, + "n_ref": 42783 + }, + "14": { + "Dice": 0.9400593544289884, + "FN": 4536, + "FP": 5280, + "IoU": 0.886898109207388, + "TN": 76798071, + "TP": 76973, + "n_pred": 82253, + "n_ref": 81509 + }, + "15": { + "Dice": 0.8438980432543769, + "FN": 7238, + "FP": 4888, + "IoU": 0.7299512282030154, + "TN": 76839957, + "TP": 32777, + "n_pred": 37665, + "n_ref": 40015 + }, + "2": { + "Dice": 0.9582459115687462, + "FN": 5018, + "FP": 3599, + "IoU": 0.9198388777256828, + "TN": 76777364, + "TP": 98879, + "n_pred": 102478, + "n_ref": 103897 + }, + "3": { + "Dice": 0.9622078593858581, + "FN": 5332, + "FP": 1901, + "IoU": 0.9271681888209765, + "TN": 76785549, + "TP": 92078, + "n_pred": 93979, + "n_ref": 97410 + }, + "4": { + "Dice": 0.9503351302601103, + "FN": 1700, + "FP": 723, + "IoU": 0.9053700449131029, + "TN": 76859255, + "TP": 23182, + "n_pred": 23905, + "n_ref": 24882 + }, + "5": { + "Dice": 0.9013267551170078, + "FN": 2236, + "FP": 724, + "IoU": 0.8203774500879908, + "TN": 76868381, + "TP": 13519, + "n_pred": 14243, + "n_ref": 15755 + }, + "6": { + "Dice": 0.9754742287794597, + "FN": 21206, + "FP": 34602, + "IoU": 0.9521226856181036, + "TN": 75719214, + "TP": 1109838, + "n_pred": 1144440, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.925798450561901, + "FN": 9987, + "FP": 14245, + "IoU": 0.8618479940251196, + "TN": 76709459, + "TP": 151169, + "n_pred": 165414, + "n_ref": 161156 + }, + "8": { + "Dice": 0.9608873626552983, + "FN": 3715, + "FP": 2276, + "IoU": 0.9247191575984519, + "TN": 76805278, + "TP": 73591, + "n_pred": 75867, + "n_ref": 77306 + }, + "9": { + "Dice": 0.9326652016603405, + "FN": 7732, + "FP": 4402, + "IoU": 0.8738262849774876, + "TN": 76788691, + "TP": 84035, + "n_pred": 88437, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9538986394837436, + "FN": 8536, + "FP": 2680, + "IoU": 0.911860624111023, + "TN": 130872679, + "TP": 116037, + "n_pred": 118717, + "n_ref": 124573 + }, + "10": { + "Dice": 0.814763365892686, + "FN": 11227, + "FP": 9842, + "IoU": 0.6874267487575105, + "TN": 130932527, + "TP": 46336, + "n_pred": 56178, + "n_ref": 57563 + }, + "11": { + "Dice": 0.787341511184414, + "FN": 1749, + "FP": 314, + "IoU": 0.6492689561373682, + "TN": 130994050, + "TP": 3819, + "n_pred": 4133, + "n_ref": 5568 + }, + "12": { + "Dice": 0.7170529801324503, + "FN": 2971, + "FP": 447, + "IoU": 0.5589108272035102, + "TN": 130992183, + "TP": 4331, + "n_pred": 4778, + "n_ref": 7302 + }, + "13": { + "Dice": 0.728483797839712, + "FN": 23788, + "FP": 16934, + "IoU": 0.572925297060335, + "TN": 130904581, + "TP": 54629, + "n_pred": 71563, + "n_ref": 78417 + }, + "14": { + "Dice": 0.8475763839631697, + "FN": 249474, + "FP": 1090, + "IoU": 0.7354729390898581, + "TN": 130052717, + "TP": 696651, + "n_pred": 697741, + "n_ref": 946125 + }, + "15": { + "Dice": 0.2684232557114847, + "FN": 19218, + "FP": 13989, + "IoU": 0.15501666709076567, + "TN": 130960633, + "TP": 6092, + "n_pred": 20081, + "n_ref": 25310 + }, + "2": { + "Dice": 0.9398216486487753, + "FN": 18298, + "FP": 7386, + "IoU": 0.8864750421011223, + "TN": 130773691, + "TP": 200557, + "n_pred": 207943, + "n_ref": 218855 + }, + "3": { + "Dice": 0.9569949114695017, + "FN": 13256, + "FP": 10991, + "IoU": 0.9175361865375197, + "TN": 130705900, + "TP": 269785, + "n_pred": 280776, + "n_ref": 283041 + }, + "4": { + "Dice": 0.0069358434481050285, + "FN": 2266, + "FP": 1743, + "IoU": 0.003479990057171265, + "TN": 130995909, + "TP": 14, + "n_pred": 1757, + "n_ref": 2280 + }, + "5": { + "Dice": 0.763911832727616, + "FN": 7534, + "FP": 2470, + "IoU": 0.6180075604261331, + "TN": 130973743, + "TP": 16185, + "n_pred": 18655, + "n_ref": 23719 + }, + "6": { + "Dice": 0.9744620497040385, + "FN": 46684, + "FP": 28076, + "IoU": 0.9501959916966672, + "TN": 129498848, + "TP": 1426324, + "n_pred": 1454400, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.9096710108900284, + "FN": 29150, + "FP": 5588, + "IoU": 0.8343087453196919, + "TN": 130790277, + "TP": 174917, + "n_pred": 180505, + "n_ref": 204067 + }, + "8": { + "Dice": 0.9565627394353745, + "FN": 4298, + "FP": 6757, + "IoU": 0.916741979213737, + "TN": 130867152, + "TP": 121725, + "n_pred": 128482, + "n_ref": 126023 + }, + "9": { + "Dice": 0.8176410224756379, + "FN": 4233, + "FP": 19402, + "IoU": 0.6915336526539722, + "TN": 130923311, + "TP": 52986, + "n_pred": 72388, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9623750021663403, + "FN": 1887, + "FP": 2455, + "IoU": 0.9274786210582576, + "TN": 74366826, + "TP": 55530, + "n_pred": 57985, + "n_ref": 57417 + }, + "10": { + "Dice": 0.8721837173943092, + "FN": 12520, + "FP": 6899, + "IoU": 0.7733384690804678, + "TN": 74341024, + "TP": 66255, + "n_pred": 73154, + "n_ref": 78775 + }, + "11": { + "Dice": 0.8199709964781438, + "FN": 409, + "FP": 460, + "IoU": 0.694873595505618, + "TN": 74423850, + "TP": 1979, + "n_pred": 2439, + "n_ref": 2388 + }, + "12": { + "Dice": 0.7453015929837122, + "FN": 375, + "FP": 1048, + "IoU": 0.5940085592011413, + "TN": 74423193, + "TP": 2082, + "n_pred": 3130, + "n_ref": 2457 + }, + "13": { + "Dice": 0.5287601707886893, + "FN": 63946, + "FP": 6248, + "IoU": 0.35939767282683094, + "TN": 74317123, + "TP": 39381, + "n_pred": 45629, + "n_ref": 103327 + }, + "14": { + "Dice": 0.923506254654892, + "FN": 18999, + "FP": 6164, + "IoU": 0.8578835303486408, + "TN": 74249639, + "TP": 151896, + "n_pred": 158060, + "n_ref": 170895 + }, + "15": { + "Dice": 0.7664254843878988, + "FN": 6435, + "FP": 3185, + "IoU": 0.6213045703263395, + "TN": 74401295, + "TP": 15783, + "n_pred": 18968, + "n_ref": 22218 + }, + "2": { + "Dice": 0.9465232682256782, + "FN": 7466, + "FP": 5109, + "IoU": 0.8984757229820284, + "TN": 74302836, + "TP": 111287, + "n_pred": 116396, + "n_ref": 118753 + }, + "3": { + "Dice": 0.9589178512550934, + "FN": 7880, + "FP": 2686, + "IoU": 0.9210779883327482, + "TN": 74292819, + "TP": 123313, + "n_pred": 125999, + "n_ref": 131193 + }, + "4": { + "Dice": 0.7767259383600413, + "FN": 10563, + "FP": 876, + "IoU": 0.6349565994383457, + "TN": 74395362, + "TP": 19897, + "n_pred": 20773, + "n_ref": 30460 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 74426698, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9743896045953935, + "FN": 13986, + "FP": 31936, + "IoU": 0.9500582374762238, + "TN": 73507187, + "TP": 873589, + "n_pred": 905525, + "n_ref": 887575 + }, + "7": { + "Dice": 0.8610721865370087, + "FN": 13175, + "FP": 31142, + "IoU": 0.7560375436954667, + "TN": 74245043, + "TP": 137338, + "n_pred": 168480, + "n_ref": 150513 + }, + "8": { + "Dice": 0.9419746188841887, + "FN": 1925, + "FP": 3164, + "IoU": 0.8903138201569101, + "TN": 74380302, + "TP": 41307, + "n_pred": 44471, + "n_ref": 43232 + }, + "9": { + "Dice": 0.880219217515258, + "FN": 1971, + "FP": 6684, + "IoU": 0.7860638718607871, + "TN": 74386242, + "TP": 31801, + "n_pred": 38485, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9775327133569254, + "FN": 3804, + "FP": 2475, + "IoU": 0.956052801030264, + "TN": 106503812, + "TP": 136597, + "n_pred": 139072, + "n_ref": 140401 + }, + "10": { + "Dice": 0.8787156964914893, + "FN": 10808, + "FP": 13632, + "IoU": 0.783668953308254, + "TN": 106533713, + "TP": 88535, + "n_pred": 102167, + "n_ref": 99343 + }, + "11": { + "Dice": 0.6264702523695329, + "FN": 1908, + "FP": 1363, + "IoU": 0.45610242766877285, + "TN": 106640674, + "TP": 2743, + "n_pred": 4106, + "n_ref": 4651 + }, + "12": { + "Dice": 0.8366275183805977, + "FN": 1089, + "FP": 622, + "IoU": 0.71913985554826, + "TN": 106640596, + "TP": 4381, + "n_pred": 5003, + "n_ref": 5470 + }, + "13": { + "Dice": 0.8098443909108666, + "FN": 9847, + "FP": 4756, + "IoU": 0.6804525263134861, + "TN": 106600989, + "TP": 31096, + "n_pred": 35852, + "n_ref": 40943 + }, + "14": { + "Dice": 0.9479096926485509, + "FN": 1587, + "FP": 5960, + "IoU": 0.9009774978678737, + "TN": 106570473, + "TP": 68668, + "n_pred": 74628, + "n_ref": 70255 + }, + "15": { + "Dice": 0.8579985419581109, + "FN": 4788, + "FP": 2419, + "IoU": 0.751311249137336, + "TN": 106617708, + "TP": 21773, + "n_pred": 24192, + "n_ref": 26561 + }, + "2": { + "Dice": 0.9187435281769422, + "FN": 23862, + "FP": 4937, + "IoU": 0.8496999112781171, + "TN": 106455078, + "TP": 162811, + "n_pred": 167748, + "n_ref": 186673 + }, + "3": { + "Dice": 0.9175174394107274, + "FN": 3508, + "FP": 22919, + "IoU": 0.8476048232234402, + "TN": 106473277, + "TP": 146984, + "n_pred": 169903, + "n_ref": 150492 + }, + "4": { + "Dice": 0.8666696109172812, + "FN": 271, + "FP": 2748, + "IoU": 0.7647104668381264, + "TN": 106633857, + "TP": 9812, + "n_pred": 12560, + "n_ref": 10083 + }, + "5": { + "Dice": 0.752422233554309, + "FN": 1491, + "FP": 451, + "IoU": 0.6031064786429593, + "TN": 106641795, + "TP": 2951, + "n_pred": 3402, + "n_ref": 4442 + }, + "6": { + "Dice": 0.9788785828634576, + "FN": 21855, + "FP": 32120, + "IoU": 0.9586309389224806, + "TN": 105341969, + "TP": 1250744, + "n_pred": 1282864, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.971176657997881, + "FN": 9149, + "FP": 10302, + "IoU": 0.9439683358154997, + "TN": 106299545, + "TP": 327692, + "n_pred": 337994, + "n_ref": 336841 + }, + "8": { + "Dice": 0.9564846598298616, + "FN": 3738, + "FP": 2385, + "IoU": 0.9165985616214449, + "TN": 106573272, + "TP": 67293, + "n_pred": 69678, + "n_ref": 71031 + }, + "9": { + "Dice": 0.8816411807682941, + "FN": 16301, + "FP": 2167, + "IoU": 0.7883348041856254, + "TN": 106559437, + "TP": 68783, + "n_pred": 70950, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9726329341083759, + "FN": 5155, + "FP": 3263, + "IoU": 0.9467238793218022, + "TN": 107968921, + "TP": 149589, + "n_pred": 152852, + "n_ref": 154744 + }, + "10": { + "Dice": 0.8805666029796297, + "FN": 4865, + "FP": 15826, + "IoU": 0.78661812781668, + "TN": 108029961, + "TP": 76276, + "n_pred": 92102, + "n_ref": 81141 + }, + "11": { + "Dice": 0.8086062941554271, + "FN": 519, + "FP": 673, + "IoU": 0.6787061994609165, + "TN": 108123218, + "TP": 2518, + "n_pred": 3191, + "n_ref": 3037 + }, + "12": { + "Dice": 0.7849556416343871, + "FN": 833, + "FP": 888, + "IoU": 0.6460304401480872, + "TN": 108122066, + "TP": 3141, + "n_pred": 4029, + "n_ref": 3974 + }, + "13": { + "Dice": 0.8452263624735263, + "FN": 16960, + "FP": 5183, + "IoU": 0.7319411657889958, + "TN": 108044323, + "TP": 60462, + "n_pred": 65645, + "n_ref": 77422 + }, + "14": { + "Dice": 0.8317185869727232, + "FN": 3623, + "FP": 11054, + "IoU": 0.7119163051798928, + "TN": 108075981, + "TP": 36270, + "n_pred": 47324, + "n_ref": 39893 + }, + "15": { + "Dice": 0.7708575825129712, + "FN": 7694, + "FP": 3921, + "IoU": 0.6271507447354905, + "TN": 108095776, + "TP": 19537, + "n_pred": 23458, + "n_ref": 27231 + }, + "2": { + "Dice": 0.9654090454858264, + "FN": 7327, + "FP": 5792, + "IoU": 0.9331311483765737, + "TN": 107930738, + "TP": 183071, + "n_pred": 188863, + "n_ref": 190398 + }, + "3": { + "Dice": 0.9674003417582698, + "FN": 10582, + "FP": 2200, + "IoU": 0.9368590566895216, + "TN": 107924492, + "TP": 189654, + "n_pred": 191854, + "n_ref": 200236 + }, + "4": { + "Dice": 0.9534310389158612, + "FN": 1790, + "FP": 1289, + "IoU": 0.9110064165558703, + "TN": 108092330, + "TP": 31519, + "n_pred": 32808, + "n_ref": 33309 + }, + "5": { + "Dice": 0.8902439024390244, + "FN": 373, + "FP": 491, + "IoU": 0.8021978021978022, + "TN": 108122560, + "TP": 3504, + "n_pred": 3995, + "n_ref": 3877 + }, + "6": { + "Dice": 0.9838448267200464, + "FN": 20383, + "FP": 27532, + "IoU": 0.9682033340876318, + "TN": 106620009, + "TP": 1459004, + "n_pred": 1486536, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.969707457927025, + "FN": 7031, + "FP": 8548, + "IoU": 0.9411962314858152, + "TN": 107861996, + "TP": 249353, + "n_pred": 257901, + "n_ref": 256384 + }, + "8": { + "Dice": 0.9532821924225566, + "FN": 2473, + "FP": 1516, + "IoU": 0.9107346655626916, + "TN": 108082241, + "TP": 40698, + "n_pred": 42214, + "n_ref": 43171 + }, + "9": { + "Dice": 0.9142024554531123, + "FN": 4327, + "FP": 6449, + "IoU": 0.8419640107351841, + "TN": 108058741, + "TP": 57411, + "n_pred": 63860, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9329469781784232, + "FN": 4078, + "FP": 13231, + "IoU": 0.8743211059800761, + "TN": 62432436, + "TP": 120415, + "n_pred": 133646, + "n_ref": 124493 + }, + "10": { + "Dice": 0.9071672354948805, + "FN": 7315, + "FP": 3293, + "IoU": 0.830106183635228, + "TN": 62507721, + "TP": 51831, + "n_pred": 55124, + "n_ref": 59146 + }, + "11": { + "Dice": 0.6604519774011299, + "FN": 883, + "FP": 319, + "IoU": 0.4930409110080135, + "TN": 62567789, + "TP": 1169, + "n_pred": 1488, + "n_ref": 2052 + }, + "12": { + "Dice": 0.7385340762966138, + "FN": 821, + "FP": 1619, + "IoU": 0.5854570166496772, + "TN": 62564274, + "TP": 3446, + "n_pred": 5065, + "n_ref": 4267 + }, + "13": { + "Dice": 0.8770074558504656, + "FN": 3892, + "FP": 6715, + "IoU": 0.7809557244341648, + "TN": 62521736, + "TP": 37817, + "n_pred": 44532, + "n_ref": 41709 + }, + "14": { + "Dice": 0.9081771913059142, + "FN": 56978, + "FP": 3172, + "IoU": 0.831799064897877, + "TN": 62212552, + "TP": 297458, + "n_pred": 300630, + "n_ref": 354436 + }, + "15": { + "Dice": 0.8219708501408022, + "FN": 4940, + "FP": 32486, + "IoU": 0.6977508580658187, + "TN": 62446335, + "TP": 86399, + "n_pred": 118885, + "n_ref": 91339 + }, + "2": { + "Dice": 0.9604636500602355, + "FN": 4770, + "FP": 8587, + "IoU": 0.9239346465526569, + "TN": 62394561, + "TP": 162242, + "n_pred": 170829, + "n_ref": 167012 + }, + "3": { + "Dice": 0.9721957106859166, + "FN": 7647, + "FP": 3365, + "IoU": 0.9458957515488888, + "TN": 62366627, + "TP": 192521, + "n_pred": 195886, + "n_ref": 200168 + }, + "4": { + "Dice": 0.9248809244110298, + "FN": 1829, + "FP": 1688, + "IoU": 0.8602590591226955, + "TN": 62544992, + "TP": 21651, + "n_pred": 23339, + "n_ref": 23480 + }, + "5": { + "Dice": 0.5731255918051132, + "FN": 4846, + "FP": 113, + "IoU": 0.4016650579150579, + "TN": 62561872, + "TP": 3329, + "n_pred": 3442, + "n_ref": 8175 + }, + "6": { + "Dice": 0.9761709416746523, + "FN": 48229, + "FP": 20576, + "IoU": 0.953451099806985, + "TN": 61092037, + "TP": 1409318, + "n_pred": 1429894, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.9137996912683978, + "FN": 8030, + "FP": 25810, + "IoU": 0.8412810085972787, + "TN": 62356953, + "TP": 179367, + "n_pred": 205177, + "n_ref": 187397 + }, + "8": { + "Dice": 0.9492410460094157, + "FN": 1772, + "FP": 5538, + "IoU": 0.9033861119187968, + "TN": 62494498, + "TP": 68352, + "n_pred": 73890, + "n_ref": 70124 + }, + "9": { + "Dice": 0.8669984804505874, + "FN": 1954, + "FP": 12663, + "IoU": 0.7652226987262886, + "TN": 62507901, + "TP": 47642, + "n_pred": 60305, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9121703379349534, + "FN": 7814, + "FP": 44738, + "IoU": 0.8385231344063224, + "TN": 55055802, + "TP": 272894, + "n_pred": 317632, + "n_ref": 280708 + }, + "10": { + "Dice": 0.8748733955473453, + "FN": 7898, + "FP": 11745, + "IoU": 0.7775777339946102, + "TN": 55292934, + "TP": 68671, + "n_pred": 80416, + "n_ref": 76569 + }, + "11": { + "Dice": 0.7951974139921496, + "FN": 883, + "FP": 891, + "IoU": 0.6600229973169797, + "TN": 55376030, + "TP": 3444, + "n_pred": 4335, + "n_ref": 4327 + }, + "12": { + "Dice": 0.8115304213884916, + "FN": 1040, + "FP": 673, + "IoU": 0.682836511757082, + "TN": 55375847, + "TP": 3688, + "n_pred": 4361, + "n_ref": 4728 + }, + "13": { + "Dice": 0.7775775676943203, + "FN": 7618, + "FP": 19415, + "IoU": 0.6360956304014216, + "TN": 55306962, + "TP": 47253, + "n_pred": 66668, + "n_ref": 54871 + }, + "14": { + "Dice": 0.9351441566820768, + "FN": 7498, + "FP": 4665, + "IoU": 0.8781885008662907, + "TN": 55281397, + "TP": 87688, + "n_pred": 92353, + "n_ref": 95186 + }, + "15": { + "Dice": 0.8691637500930821, + "FN": 6155, + "FP": 18443, + "IoU": 0.7686026603450546, + "TN": 55274946, + "TP": 81704, + "n_pred": 100147, + "n_ref": 87859 + }, + "2": { + "Dice": 0.9665738805912606, + "FN": 7337, + "FP": 5668, + "IoU": 0.9353100937145585, + "TN": 55180212, + "TP": 188031, + "n_pred": 193699, + "n_ref": 195368 + }, + "3": { + "Dice": 0.9671123380006873, + "FN": 9420, + "FP": 2446, + "IoU": 0.9363189953578233, + "TN": 55194913, + "TP": 174469, + "n_pred": 176915, + "n_ref": 183889 + }, + "4": { + "Dice": 0.8822257459997117, + "FN": 1289, + "FP": 345, + "IoU": 0.7892700541655919, + "TN": 55373494, + "TP": 6120, + "n_pred": 6465, + "n_ref": 7409 + }, + "5": { + "Dice": 0.844, + "FN": 1209, + "FP": 429, + "IoU": 0.7301038062283737, + "TN": 55375179, + "TP": 4431, + "n_pred": 4860, + "n_ref": 5640 + }, + "6": { + "Dice": 0.9655254022546458, + "FN": 79067, + "FP": 22318, + "IoU": 0.9333485852228912, + "TN": 53860125, + "TP": 1419738, + "n_pred": 1442056, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.9390691826821174, + "FN": 13542, + "FP": 7443, + "IoU": 0.8851370582826116, + "TN": 55198552, + "TP": 161711, + "n_pred": 169154, + "n_ref": 175253 + }, + "8": { + "Dice": 0.953797132235794, + "FN": 1254, + "FP": 3183, + "IoU": 0.9116751269035533, + "TN": 55331013, + "TP": 45798, + "n_pred": 48981, + "n_ref": 47052 + }, + "9": { + "Dice": 0.8916835852319723, + "FN": 3482, + "FP": 8042, + "IoU": 0.8045388242477696, + "TN": 55322290, + "TP": 47434, + "n_pred": 55476, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9821148044653905, + "FN": 6161, + "FP": 4131, + "IoU": 0.9648581281797385, + "TN": 110853745, + "TP": 282578, + "n_pred": 286709, + "n_ref": 288739 + }, + "10": { + "Dice": 0.871880159416521, + "FN": 10190, + "FP": 10995, + "IoU": 0.7728612936774276, + "TN": 111053346, + "TP": 72084, + "n_pred": 83079, + "n_ref": 82274 + }, + "11": { + "Dice": 0.825571232363591, + "FN": 328, + "FP": 1069, + "IoU": 0.702955560280672, + "TN": 111141912, + "TP": 3306, + "n_pred": 4375, + "n_ref": 3634 + }, + "12": { + "Dice": 0.7934246575342466, + "FN": 932, + "FP": 199, + "IoU": 0.6575840145322435, + "TN": 111143312, + "TP": 2172, + "n_pred": 2371, + "n_ref": 3104 + }, + "13": { + "Dice": 0.8693936581981123, + "FN": 10596, + "FP": 5027, + "IoU": 0.7689623046095148, + "TN": 111078994, + "TP": 51998, + "n_pred": 57025, + "n_ref": 62594 + }, + "14": { + "Dice": 0.7638840478680144, + "FN": 14817, + "FP": 1441, + "IoU": 0.6179711915783538, + "TN": 111104058, + "TP": 26299, + "n_pred": 27740, + "n_ref": 41116 + }, + "15": { + "Dice": 0.7909348046233893, + "FN": 2714, + "FP": 9260, + "IoU": 0.6541705175600739, + "TN": 111111991, + "TP": 22650, + "n_pred": 31910, + "n_ref": 25364 + }, + "2": { + "Dice": 0.9707865023299703, + "FN": 5684, + "FP": 3356, + "IoU": 0.9432314136257167, + "TN": 110987372, + "TP": 150203, + "n_pred": 153559, + "n_ref": 155887 + }, + "3": { + "Dice": 0.9765404160062744, + "FN": 5500, + "FP": 5986, + "IoU": 0.9541563060024666, + "TN": 110896068, + "TP": 239061, + "n_pred": 245047, + "n_ref": 244561 + }, + "4": { + "Dice": 0.9341889890618099, + "FN": 860, + "FP": 1673, + "IoU": 0.8765052898444737, + "TN": 111126104, + "TP": 17978, + "n_pred": 19651, + "n_ref": 18838 + }, + "5": { + "Dice": 0.8107458587245729, + "FN": 44, + "FP": 2161, + "IoU": 0.6817263279445728, + "TN": 111139687, + "TP": 4723, + "n_pred": 6884, + "n_ref": 4767 + }, + "6": { + "Dice": 0.9831184156434652, + "FN": 16280, + "FP": 38254, + "IoU": 0.9667973447130187, + "TN": 109504156, + "TP": 1587925, + "n_pred": 1626179, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.7667944492156327, + "FN": 138969, + "FP": 6850, + "IoU": 0.621789651147711, + "TN": 110761065, + "TP": 239731, + "n_pred": 246581, + "n_ref": 378700 + }, + "8": { + "Dice": 0.9415093049139148, + "FN": 4838, + "FP": 4569, + "IoU": 0.8894828355929416, + "TN": 111061497, + "TP": 75711, + "n_pred": 80280, + "n_ref": 80549 + }, + "9": { + "Dice": 0.913968113614422, + "FN": 5206, + "FP": 4329, + "IoU": 0.8415665553395477, + "TN": 111086432, + "TP": 50648, + "n_pred": 54977, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.977117353792877, + "FN": 5808, + "FP": 3390, + "IoU": 0.9552585112437434, + "TN": 96915444, + "TP": 196383, + "n_pred": 199773, + "n_ref": 202191 + }, + "10": { + "Dice": 0.9231539492023112, + "FN": 6179, + "FP": 5179, + "IoU": 0.8572756974114099, + "TN": 97041445, + "TP": 68222, + "n_pred": 73401, + "n_ref": 74401 + }, + "11": { + "Dice": 0.7784655246869152, + "FN": 1208, + "FP": 331, + "IoU": 0.6372849399010134, + "TN": 97116782, + "TP": 2704, + "n_pred": 3035, + "n_ref": 3912 + }, + "12": { + "Dice": 0.8017097581317765, + "FN": 1438, + "FP": 464, + "IoU": 0.6690447189838177, + "TN": 97115278, + "TP": 3845, + "n_pred": 4309, + "n_ref": 5283 + }, + "13": { + "Dice": 0.8953025814642404, + "FN": 3770, + "FP": 7363, + "IoU": 0.8104505056696292, + "TN": 97062291, + "TP": 47601, + "n_pred": 54964, + "n_ref": 51371 + }, + "14": { + "Dice": 0.9276764308901745, + "FN": 11998, + "FP": 6917, + "IoU": 0.8651086832496577, + "TN": 96980801, + "TP": 121309, + "n_pred": 128226, + "n_ref": 133307 + }, + "15": { + "Dice": 0.921449111847989, + "FN": 1529, + "FP": 9889, + "IoU": 0.8543399499923457, + "TN": 97042637, + "TP": 66970, + "n_pred": 76859, + "n_ref": 68499 + }, + "2": { + "Dice": 0.9665202260047786, + "FN": 4372, + "FP": 6922, + "IoU": 0.9352096193120539, + "TN": 96946709, + "TP": 163022, + "n_pred": 169944, + "n_ref": 167394 + }, + "3": { + "Dice": 0.9632784714041486, + "FN": 6014, + "FP": 10289, + "IoU": 0.9291583562548613, + "TN": 96890892, + "TP": 213830, + "n_pred": 224119, + "n_ref": 219844 + }, + "4": { + "Dice": 0.9205033221614629, + "FN": 1578, + "FP": 1126, + "IoU": 0.8527152895037856, + "TN": 97102666, + "TP": 15655, + "n_pred": 16781, + "n_ref": 17233 + }, + "5": { + "Dice": 0.7464229274334772, + "FN": 3720, + "FP": 2217, + "IoU": 0.5954344122657581, + "TN": 97106350, + "TP": 8738, + "n_pred": 10955, + "n_ref": 12458 + }, + "6": { + "Dice": 0.9846019235451975, + "FN": 26883, + "FP": 21935, + "IoU": 0.9696708575447298, + "TN": 95511418, + "TP": 1560789, + "n_pred": 1582724, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.9505002599973686, + "FN": 23333, + "FP": 8271, + "IoU": 0.9056698384651202, + "TN": 96785989, + "TP": 303432, + "n_pred": 311703, + "n_ref": 326765 + }, + "8": { + "Dice": 0.9578938812005934, + "FN": 5834, + "FP": 2454, + "IoU": 0.9191903434020398, + "TN": 97018463, + "TP": 94274, + "n_pred": 96728, + "n_ref": 100108 + }, + "9": { + "Dice": 0.940464357088299, + "FN": 5562, + "FP": 5818, + "IoU": 0.887619367389866, + "TN": 97019762, + "TP": 89883, + "n_pred": 95701, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9760111583110838, + "FN": 5403, + "FP": 4022, + "IoU": 0.9531462830213067, + "TN": 78855247, + "TP": 191733, + "n_pred": 195755, + "n_ref": 197136 + }, + "10": { + "Dice": 0.8709452776488161, + "FN": 6717, + "FP": 18857, + "IoU": 0.7713933261225183, + "TN": 78944536, + "TP": 86295, + "n_pred": 105152, + "n_ref": 93012 + }, + "11": { + "Dice": 0.7815793740878871, + "FN": 599, + "FP": 748, + "IoU": 0.6414692573862124, + "TN": 79052648, + "TP": 2410, + "n_pred": 3158, + "n_ref": 3009 + }, + "12": { + "Dice": 0.6014460675815257, + "FN": 966, + "FP": 1735, + "IoU": 0.4300485334458747, + "TN": 79051666, + "TP": 2038, + "n_pred": 3773, + "n_ref": 3004 + }, + "13": { + "Dice": 0.781879168146482, + "FN": 15941, + "FP": 11696, + "IoU": 0.6418732425392959, + "TN": 78979234, + "TP": 49534, + "n_pred": 61230, + "n_ref": 65475 + }, + "14": { + "Dice": 0.6339598223477161, + "FN": 16324, + "FP": 8566, + "IoU": 0.4640857807251744, + "TN": 79009961, + "TP": 21554, + "n_pred": 30120, + "n_ref": 37878 + }, + "15": { + "Dice": 0.7649549601239314, + "FN": 5201, + "FP": 15282, + "IoU": 0.619374140558219, + "TN": 79002591, + "TP": 33331, + "n_pred": 48613, + "n_ref": 38532 + }, + "2": { + "Dice": 0.9552996982220767, + "FN": 4801, + "FP": 5301, + "IoU": 0.9144246408240716, + "TN": 78938357, + "TP": 107946, + "n_pred": 113247, + "n_ref": 112747 + }, + "3": { + "Dice": 0.9519726644168592, + "FN": 8685, + "FP": 2686, + "IoU": 0.9083471700546484, + "TN": 78932339, + "TP": 112695, + "n_pred": 115381, + "n_ref": 121380 + }, + "4": { + "Dice": 0.90501468262932, + "FN": 469, + "FP": 1213, + "IoU": 0.8265085095410005, + "TN": 79046710, + "TP": 8013, + "n_pred": 9226, + "n_ref": 8482 + }, + "5": { + "Dice": 0.8942919555513344, + "FN": 250, + "FP": 863, + "IoU": 0.8087957395636488, + "TN": 79050584, + "TP": 4708, + "n_pred": 5571, + "n_ref": 4958 + }, + "6": { + "Dice": 0.9818822522361949, + "FN": 21319, + "FP": 26558, + "IoU": 0.9644093273030571, + "TN": 77711193, + "TP": 1297335, + "n_pred": 1323893, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.9603287477998836, + "FN": 19198, + "FP": 18375, + "IoU": 0.9236850069362494, + "TN": 78564064, + "TP": 454768, + "n_pred": 473143, + "n_ref": 473966 + }, + "8": { + "Dice": 0.9439802595617748, + "FN": 1305, + "FP": 2282, + "IoU": 0.8939039900618179, + "TN": 79022596, + "TP": 30222, + "n_pred": 32504, + "n_ref": 31527 + }, + "9": { + "Dice": 0.9261163133179583, + "FN": 4631, + "FP": 6005, + "IoU": 0.8623990892154834, + "TN": 78979109, + "TP": 66660, + "n_pred": 72665, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9702487442934812, + "FN": 10795, + "FP": 2858, + "IoU": 0.9422166167962451, + "TN": 122475661, + "TP": 222626, + "n_pred": 225484, + "n_ref": 233421 + }, + "10": { + "Dice": 0.8624946667408685, + "FN": 17407, + "FP": 12243, + "IoU": 0.7582335146242223, + "TN": 122589301, + "TP": 92989, + "n_pred": 105232, + "n_ref": 110396 + }, + "11": { + "Dice": 0.8571065020995038, + "FN": 814, + "FP": 309, + "IoU": 0.7499443331106658, + "TN": 122707449, + "TP": 3368, + "n_pred": 3677, + "n_ref": 4182 + }, + "12": { + "Dice": 0.6085874299937772, + "FN": 2867, + "FP": 1536, + "IoU": 0.43738819320214667, + "TN": 122704114, + "TP": 3423, + "n_pred": 4959, + "n_ref": 6290 + }, + "13": { + "Dice": 0.5848061656139537, + "FN": 23524, + "FP": 19466, + "IoU": 0.41323396937187784, + "TN": 122638674, + "TP": 30276, + "n_pred": 49742, + "n_ref": 53800 + }, + "14": { + "Dice": 0.9161764560000794, + "FN": 15338, + "FP": 1562, + "IoU": 0.845318835406427, + "TN": 122602683, + "TP": 92357, + "n_pred": 93919, + "n_ref": 107695 + }, + "15": { + "Dice": 0.8382196411693078, + "FN": 1870, + "FP": 17129, + "IoU": 0.7214957928992348, + "TN": 122643722, + "TP": 49219, + "n_pred": 66348, + "n_ref": 51089 + }, + "2": { + "Dice": 0.7439192930488843, + "FN": 54315, + "FP": 2570, + "IoU": 0.5922543742070517, + "TN": 122572429, + "TP": 82626, + "n_pred": 85196, + "n_ref": 136941 + }, + "3": { + "Dice": 0.8231017840337754, + "FN": 2878, + "FP": 58589, + "IoU": 0.6993823024517164, + "TN": 122507471, + "TP": 143002, + "n_pred": 201591, + "n_ref": 145880 + }, + "4": { + "Dice": 0.8909754518160946, + "FN": 4935, + "FP": 9881, + "IoU": 0.8033865916449918, + "TN": 122636584, + "TP": 60540, + "n_pred": 70421, + "n_ref": 65475 + }, + "5": { + "Dice": 0.5893508388037928, + "FN": 9533, + "FP": 1164, + "IoU": 0.41778697001034126, + "TN": 122693567, + "TP": 7676, + "n_pred": 8840, + "n_ref": 17209 + }, + "6": { + "Dice": 0.9831011910419006, + "FN": 35063, + "FP": 22547, + "IoU": 0.9667640303848646, + "TN": 120978577, + "TP": 1675753, + "n_pred": 1698300, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.827313122994836, + "FN": 84008, + "FP": 117300, + "IoU": 0.7054851036686349, + "TN": 122028416, + "TP": 482216, + "n_pred": 599516, + "n_ref": 566224 + }, + "8": { + "Dice": 0.859458070636599, + "FN": 5992, + "FP": 36674, + "IoU": 0.753552367089485, + "TN": 122538816, + "TP": 130458, + "n_pred": 167132, + "n_ref": 136450 + }, + "9": { + "Dice": 0.9040467471344905, + "FN": 6363, + "FP": 8153, + "IoU": 0.8248953545881132, + "TN": 122629041, + "TP": 68383, + "n_pred": 76536, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/loop_002/summary_cross_val.json b/nnActive_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/loop_002/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..7f300ec05c2cd085a77594d78eaf840fc7ed5934 --- /dev/null +++ b/nnActive_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/loop_002/summary_cross_val.json @@ -0,0 +1,24396 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": 0.6119450058289274, + "FN": 5113.899999999999, + "FP": 6042.322222222223, + "IoU": 0.5301024320853689, + "TN": 1911330.177777778, + "TP": 22588.800000000003, + "n_pred": 28631.12222222222, + "n_ref": 27702.699999999993 + }, + "mean": { + "1": { + "Dice": 0.7091564251312152, + "FN": 1416.4, + "FP": 5417.5, + "IoU": 0.6535261963026447, + "TN": 1901035.5666666667, + "TP": 37205.73333333333, + "n_pred": 42623.23333333333, + "n_ref": 38622.13333333333 + }, + "10": { + "Dice": 0.6588891627767277, + "FN": 1943.8, + "FP": 3262.733333333333, + "IoU": 0.5593869807689413, + "TN": 1934078.7, + "TP": 5789.966666666666, + "n_pred": 9052.7, + "n_ref": 7733.766666666666 + }, + "11": { + "Dice": 0.5097889442602345, + "FN": 167.46666666666667, + "FP": 116.93333333333334, + "IoU": 0.4052614386579092, + "TN": 1944447.4, + "TP": 343.4, + "n_pred": 460.3333333333333, + "n_ref": 510.8666666666667 + }, + "12": { + "Dice": 0.4371390499634009, + "FN": 225.4, + "FP": 65.36666666666666, + "IoU": 0.3234109888298551, + "TN": 1944516.5666666667, + "TP": 267.8666666666667, + "n_pred": 333.23333333333335, + "n_ref": 493.26666666666665 + }, + "13": { + "Dice": 0.49985427148912437, + "FN": 4702.066666666667, + "FP": 2035.2666666666667, + "IoU": 0.3965068647560738, + "TN": 1933263.2333333334, + "TP": 5074.633333333333, + "n_pred": 7109.9, + "n_ref": 9776.7 + }, + "14": { + "Dice": 0.49363987485559613, + "FN": 1152.0333333333333, + "FP": 13655.333333333334, + "IoU": 0.4448147459017144, + "TN": 1916907.3, + "TP": 13360.533333333333, + "n_pred": 27015.866666666665, + "n_ref": 14512.566666666668 + }, + "15": { + "Dice": 0.47389711711811067, + "FN": 3237.133333333333, + "FP": 14536.233333333334, + "IoU": 0.3916931268400762, + "TN": 1912409.6, + "TP": 14892.233333333334, + "n_pred": 29428.466666666667, + "n_ref": 18129.366666666665 + }, + "2": { + "Dice": 0.7551630545823751, + "FN": 4835.5, + "FP": 1460.1666666666667, + "IoU": 0.7043638186676247, + "TN": 1921545.6, + "TP": 17233.933333333334, + "n_pred": 18694.1, + "n_ref": 22069.433333333334 + }, + "3": { + "Dice": 0.5890447356884565, + "FN": 4839.566666666667, + "FP": 3753.7, + "IoU": 0.5478205219673282, + "TN": 1920365.5666666667, + "TP": 16116.366666666667, + "n_pred": 19870.066666666666, + "n_ref": 20955.933333333334 + }, + "4": { + "Dice": 0.5482082579318031, + "FN": 1325.6, + "FP": 1556.3333333333333, + "IoU": 0.44729756307454543, + "TN": 1935670.3, + "TP": 6522.966666666666, + "n_pred": 8079.3, + "n_ref": 7848.566666666667 + }, + "5": { + "Dice": 0.6472712238031857, + "FN": 322.4, + "FP": 280.1, + "IoU": 0.5200243303397889, + "TN": 1943569.3333333333, + "TP": 903.3666666666667, + "n_pred": 1183.4666666666667, + "n_ref": 1225.7666666666667 + }, + "6": { + "Dice": 0.8942271337986627, + "FN": 39799.933333333334, + "FP": 15197.6, + "IoU": 0.8299984387139587, + "TN": 1746220.6666666667, + "TP": 143857.0, + "n_pred": 159054.6, + "n_ref": 183656.93333333332 + }, + "7": { + "Dice": 0.6367117707565126, + "FN": 10353.6, + "FP": 26363.4, + "IoU": 0.5725374760842633, + "TN": 1844369.7, + "TP": 63988.5, + "n_pred": 90351.9, + "n_ref": 74342.1 + }, + "8": { + "Dice": 0.6146424982620761, + "FN": 865.4333333333333, + "FP": 1493.7333333333333, + "IoU": 0.5594399669369365, + "TN": 1934967.2, + "TP": 7748.833333333333, + "n_pred": 9242.566666666668, + "n_ref": 8614.266666666666 + }, + "9": { + "Dice": 0.7115415670164325, + "FN": 1522.1666666666667, + "FP": 1440.4333333333334, + "IoU": 0.5954540234388727, + "TN": 1936585.9333333333, + "TP": 5526.666666666667, + "n_pred": 6967.1, + "n_ref": 7048.833333333333 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9797890306039424, + "FN": 6603, + "FP": 4575, + "IoU": 0.9603788431954969, + "TN": 1995894, + "TP": 270944, + "n_pred": 275519, + "n_ref": 277547 + }, + "10": { + "Dice": 0.008693167290830061, + "FN": 22519, + "FP": 43392, + "IoU": 0.004365558912386707, + "TN": 2211816, + "TP": 289, + "n_pred": 43681, + "n_ref": 22808 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 56, + "FP": 0, + "IoU": 0.0, + "TN": 2277960, + "TP": 0, + "n_pred": 0, + "n_ref": 56 + }, + "13": { + "Dice": 0.0, + "FN": 15262, + "FP": 7610, + "IoU": 0.0, + "TN": 2255144, + "TP": 0, + "n_pred": 7610, + "n_ref": 15262 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 29, + "IoU": 0.0, + "TN": 2277987, + "TP": 0, + "n_pred": 29, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 533, + "IoU": 0.0, + "TN": 2277483, + "TP": 0, + "n_pred": 533, + "n_ref": 0 + }, + "2": { + "Dice": 0.9030393818095496, + "FN": 1447, + "FP": 10398, + "IoU": 0.8232195092830279, + "TN": 2211012, + "TP": 55159, + "n_pred": 65557, + "n_ref": 56606 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 5193, + "IoU": 0.0, + "TN": 2272823, + "TP": 0, + "n_pred": 5193, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9080365752167316, + "FN": 92256, + "FP": 10843, + "IoU": 0.8315631774910022, + "TN": 1665923, + "TP": 508994, + "n_pred": 519837, + "n_ref": 601250 + }, + "7": { + "Dice": 0.8591091761553918, + "FN": 4494, + "FP": 3920, + "IoU": 0.7530161153021986, + "TN": 2243949, + "TP": 25653, + "n_pred": 29573, + "n_ref": 30147 + }, + "8": { + "Dice": 0.8831925894871334, + "FN": 4747, + "FP": 1104, + "IoU": 0.7908190626005506, + "TN": 2250045, + "TP": 22120, + "n_pred": 23224, + "n_ref": 26867 + }, + "9": { + "Dice": 0.24848645649919196, + "FN": 17266, + "FP": 13891, + "IoU": 0.141869560427454, + "TN": 2241708, + "TP": 5151, + "n_pred": 19042, + "n_ref": 22417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0006.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0006.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9809793458927729, + "FN": 3836, + "FP": 1404, + "IoU": 0.9626687564563816, + "TN": 2137651, + "TP": 135125, + "n_pred": 136529, + "n_ref": 138961 + }, + "10": { + "Dice": 0.8950232008006551, + "FN": 3168, + "FP": 2601, + "IoU": 0.8099927541005204, + "TN": 2247654, + "TP": 24593, + "n_pred": 27194, + "n_ref": 27761 + }, + "11": { + "Dice": 0.793718772305496, + "FN": 114, + "FP": 175, + "IoU": 0.6579881656804734, + "TN": 2277171, + "TP": 556, + "n_pred": 731, + "n_ref": 670 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8309935332157554, + "FN": 1664, + "FP": 5523, + "IoU": 0.7108545220469906, + "TN": 2253160, + "TP": 17669, + "n_pred": 23192, + "n_ref": 19333 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9404371584699454, + "FN": 32, + "FP": 186, + "IoU": 0.887570912841671, + "TN": 2276077, + "TP": 1721, + "n_pred": 1907, + "n_ref": 1753 + }, + "3": { + "Dice": 0.9423072403825817, + "FN": 1145, + "FP": 1310, + "IoU": 0.8909082829719162, + "TN": 2255512, + "TP": 20049, + "n_pred": 21359, + "n_ref": 21194 + }, + "4": { + "Dice": 0.5527675276752767, + "FN": 2272, + "FP": 152, + "IoU": 0.3819479857215706, + "TN": 2274094, + "TP": 1498, + "n_pred": 1650, + "n_ref": 3770 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8924678863370962, + "FN": 3904, + "FP": 4936, + "IoU": 0.8058167120639662, + "TN": 2232492, + "TP": 36684, + "n_pred": 41620, + "n_ref": 40588 + }, + "7": { + "Dice": 0.0, + "FN": 182, + "FP": 33, + "IoU": 0.0, + "TN": 2277801, + "TP": 0, + "n_pred": 33, + "n_ref": 182 + }, + "8": { + "Dice": 0.0, + "FN": 7160, + "FP": 47, + "IoU": 0.0, + "TN": 2270809, + "TP": 0, + "n_pred": 47, + "n_ref": 7160 + }, + "9": { + "Dice": 0.916447288485683, + "FN": 1031, + "FP": 1032, + "IoU": 0.8457800702698662, + "TN": 2264639, + "TP": 11314, + "n_pred": 12346, + "n_ref": 12345 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0007.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0007.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.822564957621231, + "FN": 876, + "FP": 401, + "IoU": 0.6986075053103611, + "TN": 1923315, + "TP": 2960, + "n_pred": 3361, + "n_ref": 3836 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8333550262484273, + "FN": 1844, + "FP": 1997, + "IoU": 0.7143175901822238, + "TN": 1914107, + "TP": 9604, + "n_pred": 11601, + "n_ref": 11448 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.48842592592592593, + "FN": 156, + "FP": 286, + "IoU": 0.3231240428790199, + "TN": 1926899, + "TP": 211, + "n_pred": 497, + "n_ref": 367 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9203752706278566, + "FN": 291, + "FP": 40, + "IoU": 0.8524955436720143, + "TN": 1925308, + "TP": 1913, + "n_pred": 1953, + "n_ref": 2204 + }, + "7": { + "Dice": 0.9906013062591301, + "FN": 1688, + "FP": 1085, + "IoU": 0.9813776383917479, + "TN": 1778645, + "TP": 146134, + "n_pred": 147219, + "n_ref": 147822 + }, + "8": { + "Dice": 0.6815761448349308, + "FN": 24, + "FP": 275, + "IoU": 0.5169628432956381, + "TN": 1926933, + "TP": 320, + "n_pred": 595, + "n_ref": 344 + }, + "9": { + "Dice": 0.8422127273414755, + "FN": 814, + "FP": 3359, + "IoU": 0.7274330502939256, + "TN": 1912242, + "TP": 11137, + "n_pred": 14496, + "n_ref": 11951 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0043.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0043.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9060049627791563, + "FN": 280, + "FP": 1614, + "IoU": 0.8281618581019778, + "TN": 1916530, + "TP": 9128, + "n_pred": 10742, + "n_ref": 9408 + }, + "10": { + "Dice": 0.6911115377231715, + "FN": 156, + "FP": 1453, + "IoU": 0.5280140803754767, + "TN": 1924143, + "TP": 1800, + "n_pred": 3253, + "n_ref": 1956 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 8, + "FP": 0, + "IoU": 0.0, + "TN": 1927544, + "TP": 0, + "n_pred": 0, + "n_ref": 8 + }, + "13": { + "Dice": 0.24960188064002425, + "FN": 39281, + "FP": 301, + "IoU": 0.14259720567529513, + "TN": 1881387, + "TP": 6583, + "n_pred": 6884, + "n_ref": 45864 + }, + "14": { + "Dice": 0.7429460332655259, + "FN": 10581, + "FP": 160, + "IoU": 0.5910215893081522, + "TN": 1901289, + "TP": 15522, + "n_pred": 15682, + "n_ref": 26103 + }, + "15": { + "Dice": 0.7134849183430804, + "FN": 3020, + "FP": 8787, + "IoU": 0.5545872944016901, + "TN": 1901044, + "TP": 14701, + "n_pred": 23488, + "n_ref": 17721 + }, + "2": { + "Dice": 0.01595369193844416, + "FN": 27767, + "FP": 113, + "IoU": 0.008040987689461324, + "TN": 1899446, + "TP": 226, + "n_pred": 339, + "n_ref": 27993 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 28521, + "IoU": 0.0, + "TN": 1899031, + "TP": 0, + "n_pred": 28521, + "n_ref": 0 + }, + "4": { + "Dice": 0.9082471131009254, + "FN": 2031, + "FP": 4691, + "IoU": 0.8319163832766553, + "TN": 1887560, + "TP": 33270, + "n_pred": 37961, + "n_ref": 35301 + }, + "5": { + "Dice": 0.844903988183161, + "FN": 38, + "FP": 67, + "IoU": 0.731457800511509, + "TN": 1927161, + "TP": 286, + "n_pred": 353, + "n_ref": 324 + }, + "6": { + "Dice": 0.9034347050655154, + "FN": 6689, + "FP": 7984, + "IoU": 0.8238767989821272, + "TN": 1844241, + "TP": 68638, + "n_pred": 76622, + "n_ref": 75327 + }, + "7": { + "Dice": 0.8235452844265934, + "FN": 125056, + "FP": 5731, + "IoU": 0.7000229363058785, + "TN": 1491562, + "TP": 305203, + "n_pred": 310934, + "n_ref": 430259 + }, + "8": { + "Dice": 0.0, + "FN": 2, + "FP": 0, + "IoU": 0.0, + "TN": 1927550, + "TP": 0, + "n_pred": 0, + "n_ref": 2 + }, + "9": { + "Dice": 0.4460431654676259, + "FN": 306, + "FP": 387, + "IoU": 0.28703703703703703, + "TN": 1926580, + "TP": 279, + "n_pred": 666, + "n_ref": 585 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0050.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0050.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5868121785740155, + "FN": 106, + "FP": 17007, + "IoU": 0.4152400478387152, + "TN": 4001071, + "TP": 12152, + "n_pred": 29159, + "n_ref": 12258 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 13656, + "IoU": 0.0, + "TN": 4016680, + "TP": 0, + "n_pred": 13656, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4030336, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 11, + "IoU": 0.0, + "TN": 4030325, + "TP": 0, + "n_pred": 11, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 174, + "IoU": 0.0, + "TN": 4030162, + "TP": 0, + "n_pred": 174, + "n_ref": 0 + }, + "14": { + "Dice": 0.03267633830085675, + "FN": 2153, + "FP": 144738, + "IoU": 0.016609538601612083, + "TN": 3880964, + "TP": 2481, + "n_pred": 147219, + "n_ref": 4634 + }, + "15": { + "Dice": 0.8322216118653378, + "FN": 1855, + "FP": 10973, + "IoU": 0.7126537195080975, + "TN": 3985693, + "TP": 31815, + "n_pred": 42788, + "n_ref": 33670 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 6263, + "IoU": 0.0, + "TN": 4024073, + "TP": 0, + "n_pred": 6263, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 31429, + "IoU": 0.0, + "TN": 3998907, + "TP": 0, + "n_pred": 31429, + "n_ref": 0 + }, + "4": { + "Dice": 0.5419968304278923, + "FN": 185, + "FP": 104, + "IoU": 0.3717391304347826, + "TN": 4029876, + "TP": 171, + "n_pred": 275, + "n_ref": 356 + }, + "5": { + "Dice": 0.6660019940179461, + "FN": 153, + "FP": 182, + "IoU": 0.4992526158445441, + "TN": 4029667, + "TP": 334, + "n_pred": 516, + "n_ref": 487 + }, + "6": { + "Dice": 0.8785639286910734, + "FN": 6322, + "FP": 47689, + "IoU": 0.7834275632543406, + "TN": 3780946, + "TP": 195379, + "n_pred": 243068, + "n_ref": 201701 + }, + "7": { + "Dice": 0.7378298537844749, + "FN": 8518, + "FP": 33726, + "IoU": 0.5845724175910628, + "TN": 3928648, + "TP": 59444, + "n_pred": 93170, + "n_ref": 67962 + }, + "8": { + "Dice": 0.0, + "FN": 5531, + "FP": 0, + "IoU": 0.0, + "TN": 4024805, + "TP": 0, + "n_pred": 0, + "n_ref": 5531 + }, + "9": { + "Dice": 0.7619840338995876, + "FN": 3882, + "FP": 2409, + "IoU": 0.6154880508526374, + "TN": 4013975, + "TP": 10070, + "n_pred": 12479, + "n_ref": 13952 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0052.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0052.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9505371347347128, + "FN": 3515, + "FP": 3723, + "IoU": 0.9057367975516051, + "TN": 1149839, + "TP": 69547, + "n_pred": 73270, + "n_ref": 73062 + }, + "7": { + "Dice": 0.5774378585086042, + "FN": 945, + "FP": 160, + "IoU": 0.40591397849462363, + "TN": 1224764, + "TP": 755, + "n_pred": 915, + "n_ref": 1700 + }, + "8": { + "Dice": 0.8439186861146204, + "FN": 273, + "FP": 1086, + "IoU": 0.7299821180210609, + "TN": 1221591, + "TP": 3674, + "n_pred": 4760, + "n_ref": 3947 + }, + "9": { + "Dice": 0.6904244531363175, + "FN": 1903, + "FP": 234, + "IoU": 0.5272123893805309, + "TN": 1222104, + "TP": 2383, + "n_pred": 2617, + "n_ref": 4286 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0054.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0054.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6354995423502077, + "FN": 4321, + "FP": 856, + "IoU": 0.46573787409700723, + "TN": 866470, + "TP": 4513, + "n_pred": 5369, + "n_ref": 8834 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7210216110019646, + "FN": 72, + "FP": 780, + "IoU": 0.5637480798771122, + "TN": 874207, + "TP": 1101, + "n_pred": 1881, + "n_ref": 1173 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1392, + "IoU": 0.0, + "TN": 874768, + "TP": 0, + "n_pred": 1392, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8252353090816587, + "FN": 176, + "FP": 511, + "IoU": 0.7024686011260286, + "TN": 873851, + "TP": 1622, + "n_pred": 2133, + "n_ref": 1798 + }, + "6": { + "Dice": 0.9521678667996135, + "FN": 18134, + "FP": 3501, + "IoU": 0.9087026792081798, + "TN": 639187, + "TP": 215338, + "n_pred": 218839, + "n_ref": 233472 + }, + "7": { + "Dice": 0.8678634238407755, + "FN": 9834, + "FP": 14810, + "IoU": 0.7665713149070794, + "TN": 770586, + "TP": 80930, + "n_pred": 95740, + "n_ref": 90764 + }, + "8": { + "Dice": 0.9460947210877451, + "FN": 646, + "FP": 1479, + "IoU": 0.8977037500601742, + "TN": 855387, + "TP": 18648, + "n_pred": 20127, + "n_ref": 19294 + }, + "9": { + "Dice": 0.6159250585480094, + "FN": 210, + "FP": 118, + "IoU": 0.4450084602368866, + "TN": 875569, + "TP": 263, + "n_pred": 381, + "n_ref": 473 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0064.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0064.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.11475125671693534, + "FN": 62, + "FP": 10152, + "IoU": 0.060867966164030896, + "TN": 865284, + "TP": 662, + "n_pred": 10814, + "n_ref": 724 + }, + "11": { + "Dice": 0.0, + "FN": 367, + "FP": 0, + "IoU": 0.0, + "TN": 875793, + "TP": 0, + "n_pred": 0, + "n_ref": 367 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.513053423726566, + "FN": 17909, + "FP": 11468, + "IoU": 0.34503823601542816, + "TN": 831307, + "TP": 15476, + "n_pred": 26944, + "n_ref": 33385 + }, + "14": { + "Dice": 0.8556546670914303, + "FN": 1289, + "FP": 7773, + "IoU": 0.74772417248963, + "TN": 840239, + "TP": 26859, + "n_pred": 34632, + "n_ref": 28148 + }, + "15": { + "Dice": 0.5249904824060477, + "FN": 3774, + "FP": 31162, + "IoU": 0.3559234541499207, + "TN": 821918, + "TP": 19306, + "n_pred": 50468, + "n_ref": 23080 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9544050862851953, + "FN": 968, + "FP": 36, + "IoU": 0.9127866574009729, + "TN": 864648, + "TP": 10508, + "n_pred": 10544, + "n_ref": 11476 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2949, + "IoU": 0.0, + "TN": 873211, + "TP": 0, + "n_pred": 2949, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7750262299323052, + "FN": 3028, + "FP": 12625, + "IoU": 0.6326880206500058, + "TN": 833545, + "TP": 26962, + "n_pred": 39587, + "n_ref": 29990 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 7675, + "IoU": 0.0, + "TN": 868485, + "TP": 0, + "n_pred": 7675, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.560411622276029, + "FN": 5236, + "FP": 2026, + "IoU": 0.3892860146329157, + "TN": 864269, + "TP": 4629, + "n_pred": 6655, + "n_ref": 9865 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0067.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0067.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9558651608267105, + "FN": 11210, + "FP": 17595, + "IoU": 0.9154614183581231, + "TN": 3689604, + "TP": 311927, + "n_pred": 329522, + "n_ref": 323137 + }, + "10": { + "Dice": 0.7396023643202579, + "FN": 925, + "FP": 1498, + "IoU": 0.5868008185538881, + "TN": 4024472, + "TP": 3441, + "n_pred": 4939, + "n_ref": 4366 + }, + "11": { + "Dice": 0.6395198305284218, + "FN": 1789, + "FP": 1274, + "IoU": 0.4700692041522491, + "TN": 4024556, + "TP": 2717, + "n_pred": 3991, + "n_ref": 4506 + }, + "12": { + "Dice": 0.7492437991530551, + "FN": 1244, + "FP": 414, + "IoU": 0.5990326481257557, + "TN": 4026201, + "TP": 2477, + "n_pred": 2891, + "n_ref": 3721 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 13, + "IoU": 0.0, + "TN": 4030323, + "TP": 0, + "n_pred": 13, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4030336, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 262, + "IoU": 0.0, + "TN": 4030074, + "TP": 0, + "n_pred": 262, + "n_ref": 0 + }, + "2": { + "Dice": 0.8955468135326514, + "FN": 1564, + "FP": 1755, + "IoU": 0.8108508576964724, + "TN": 4012789, + "TP": 14228, + "n_pred": 15983, + "n_ref": 15792 + }, + "3": { + "Dice": 0.9405788750498648, + "FN": 6205, + "FP": 7201, + "IoU": 0.8878234093115105, + "TN": 3910828, + "TP": 106102, + "n_pred": 113303, + "n_ref": 112307 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4030336, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6571646729447697, + "FN": 2109, + "FP": 1932, + "IoU": 0.48938589840788477, + "TN": 4022422, + "TP": 3873, + "n_pred": 5805, + "n_ref": 5982 + }, + "6": { + "Dice": 0.9008269241889783, + "FN": 10716, + "FP": 3004, + "IoU": 0.8195496632996633, + "TN": 3954304, + "TP": 62312, + "n_pred": 65316, + "n_ref": 73028 + }, + "7": { + "Dice": 0.8443002780352178, + "FN": 368, + "FP": 2992, + "IoU": 0.7305533279871692, + "TN": 4017866, + "TP": 9110, + "n_pred": 12102, + "n_ref": 9478 + }, + "8": { + "Dice": 0.9146096883677877, + "FN": 2184, + "FP": 2244, + "IoU": 0.8426551062468908, + "TN": 4002194, + "TP": 23714, + "n_pred": 25958, + "n_ref": 25898 + }, + "9": { + "Dice": 0.8689732321214543, + "FN": 4305, + "FP": 3894, + "IoU": 0.7683047446802498, + "TN": 3994949, + "TP": 27188, + "n_pred": 31082, + "n_ref": 31493 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0077.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0077.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 332, + "IoU": 0.0, + "TN": 1576756, + "TP": 0, + "n_pred": 332, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 297, + "IoU": 0.0, + "TN": 1576791, + "TP": 0, + "n_pred": 297, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 6, + "FP": 0, + "IoU": 0.0, + "TN": 1577082, + "TP": 0, + "n_pred": 0, + "n_ref": 6 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7974872231686542, + "FN": 3499, + "FP": 2207, + "IoU": 0.6631839914999115, + "TN": 1560147, + "TP": 11235, + "n_pred": 13442, + "n_ref": 14734 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9405034324942791, + "FN": 1902, + "FP": 5326, + "IoU": 0.8876889848812095, + "TN": 1512731, + "TP": 57129, + "n_pred": 62455, + "n_ref": 59031 + }, + "3": { + "Dice": 0.7831715210355987, + "FN": 67, + "FP": 0, + "IoU": 0.6436170212765957, + "TN": 1576900, + "TP": 121, + "n_pred": 121, + "n_ref": 188 + }, + "4": { + "Dice": 0.6984208279982927, + "FN": 2306, + "FP": 8293, + "IoU": 0.536594963273872, + "TN": 1554216, + "TP": 12273, + "n_pred": 20566, + "n_ref": 14579 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9253304197516022, + "FN": 68961, + "FP": 8060, + "IoU": 0.8610371380733812, + "TN": 1022832, + "TP": 477235, + "n_pred": 485295, + "n_ref": 546196 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 6296, + "IoU": 0.0, + "TN": 1570792, + "TP": 0, + "n_pred": 6296, + "n_ref": 0 + }, + "9": { + "Dice": 0.7048691619741636, + "FN": 671, + "FP": 220, + "IoU": 0.5442455242966752, + "TN": 1575133, + "TP": 1064, + "n_pred": 1284, + "n_ref": 1735 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0083.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0083.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.25, + "FN": 18, + "FP": 0, + "IoU": 0.14285714285714285, + "TN": 1051371, + "TP": 3, + "n_pred": 3, + "n_ref": 21 + }, + "10": { + "Dice": 0.8765934654525978, + "FN": 3230, + "FP": 3682, + "IoU": 0.7802994183274531, + "TN": 1019931, + "TP": 24549, + "n_pred": 28231, + "n_ref": 27779 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.4111888111888112, + "FN": 421, + "FP": 0, + "IoU": 0.25880281690140844, + "TN": 1050824, + "TP": 147, + "n_pred": 147, + "n_ref": 568 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.976012512803477, + "FN": 159, + "FP": 6773, + "IoU": 0.9531488665702429, + "TN": 903434, + "TP": 141026, + "n_pred": 147799, + "n_ref": 141185 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 27, + "IoU": 0.0, + "TN": 1051365, + "TP": 0, + "n_pred": 27, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9725557742782153, + "FN": 2100, + "FP": 1246, + "IoU": 0.9465776826912331, + "TN": 988759, + "TP": 59287, + "n_pred": 60533, + "n_ref": 61387 + }, + "7": { + "Dice": 0.9588236686950963, + "FN": 1529, + "FP": 1949, + "IoU": 0.9209042117711271, + "TN": 1007420, + "TP": 40494, + "n_pred": 42443, + "n_ref": 42023 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0084.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0084.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7866786678667866, + "FN": 106, + "FP": 131, + "IoU": 0.6483679525222552, + "TN": 1401182, + "TP": 437, + "n_pred": 568, + "n_ref": 543 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 47, + "IoU": 0.0, + "TN": 1401809, + "TP": 0, + "n_pred": 47, + "n_ref": 0 + }, + "11": { + "Dice": 0.1242603550295858, + "FN": 592, + "FP": 0, + "IoU": 0.06624605678233439, + "TN": 1401222, + "TP": 42, + "n_pred": 42, + "n_ref": 634 + }, + "12": { + "Dice": 0.8054862842892768, + "FN": 56, + "FP": 100, + "IoU": 0.6743215031315241, + "TN": 1401377, + "TP": 323, + "n_pred": 423, + "n_ref": 379 + }, + "13": { + "Dice": 0.6610169491525424, + "FN": 93, + "FP": 27, + "IoU": 0.4936708860759494, + "TN": 1401619, + "TP": 117, + "n_pred": 144, + "n_ref": 210 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.983177570093458, + "FN": 4, + "FP": 5, + "IoU": 0.9669117647058824, + "TN": 1401584, + "TP": 263, + "n_pred": 268, + "n_ref": 267 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.9258711290240293, + "FN": 746, + "FP": 707, + "IoU": 0.86197397169184, + "TN": 1391329, + "TP": 9074, + "n_pred": 9781, + "n_ref": 9820 + }, + "6": { + "Dice": 0.9788316788712498, + "FN": 3216, + "FP": 1759, + "IoU": 0.9585409756829281, + "TN": 1281858, + "TP": 115023, + "n_pred": 116782, + "n_ref": 118239 + }, + "7": { + "Dice": 0.8734526672009975, + "FN": 530, + "FP": 891, + "IoU": 0.7753359683794466, + "TN": 1395531, + "TP": 4904, + "n_pred": 5795, + "n_ref": 5434 + }, + "8": { + "Dice": 0.9715591119959671, + "FN": 2022, + "FP": 2435, + "IoU": 0.9446912538469175, + "TN": 1321272, + "TP": 76127, + "n_pred": 78562, + "n_ref": 78149 + }, + "9": { + "Dice": 0.8557404032684733, + "FN": 3336, + "FP": 1572, + "IoU": 0.7478551245825841, + "TN": 1382391, + "TP": 14557, + "n_pred": 16129, + "n_ref": 17893 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0105.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0105.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.850007660487207, + "FN": 1682, + "FP": 276, + "IoU": 0.7391420197175593, + "TN": 2796206, + "TP": 5548, + "n_pred": 5824, + "n_ref": 7230 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.660139517806878, + "FN": 2482, + "FP": 295, + "IoU": 0.4926927292656193, + "TN": 2798238, + "TP": 2697, + "n_pred": 2992, + "n_ref": 5179 + }, + "13": { + "Dice": 0.8317769301591477, + "FN": 2471, + "FP": 87, + "IoU": 0.7120018013960819, + "TN": 2794830, + "TP": 6324, + "n_pred": 6411, + "n_ref": 8795 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9804198627371821, + "FN": 63, + "FP": 131, + "IoU": 0.9615917640071273, + "TN": 2798661, + "TP": 4857, + "n_pred": 4988, + "n_ref": 4920 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2765, + "IoU": 0.0, + "TN": 2800947, + "TP": 0, + "n_pred": 2765, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9402543028082737, + "FN": 3389, + "FP": 1634, + "IoU": 0.8872452186405675, + "TN": 2759164, + "TP": 39525, + "n_pred": 41159, + "n_ref": 42914 + }, + "7": { + "Dice": 0.810155528518448, + "FN": 1087, + "FP": 11864, + "IoU": 0.6808919551558458, + "TN": 2763127, + "TP": 27634, + "n_pred": 39498, + "n_ref": 28721 + }, + "8": { + "Dice": 0.9346243854262833, + "FN": 776, + "FP": 2269, + "IoU": 0.8772721776631333, + "TN": 2778901, + "TP": 21766, + "n_pred": 24035, + "n_ref": 22542 + }, + "9": { + "Dice": 0.9054497701904136, + "FN": 998, + "FP": 154, + "IoU": 0.8272345530893821, + "TN": 2797044, + "TP": 5516, + "n_pred": 5670, + "n_ref": 6514 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0131.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0131.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8801009676062264, + "FN": 76, + "FP": 209, + "IoU": 0.7858752817430503, + "TN": 2276685, + "TP": 1046, + "n_pred": 1255, + "n_ref": 1122 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0142.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0142.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2012, + "IoU": 0.0, + "TN": 4203556, + "TP": 0, + "n_pred": 2012, + "n_ref": 0 + }, + "10": { + "Dice": 0.5988483685220729, + "FN": 1233, + "FP": 21, + "IoU": 0.4273972602739726, + "TN": 4203378, + "TP": 936, + "n_pred": 957, + "n_ref": 2169 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4205568, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4205568, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.07271702367531004, + "FN": 14760, + "FP": 1690, + "IoU": 0.037730330505995904, + "TN": 4188473, + "TP": 645, + "n_pred": 2335, + "n_ref": 15405 + }, + "14": { + "Dice": 0.0, + "FN": 38, + "FP": 82853, + "IoU": 0.0, + "TN": 4122677, + "TP": 0, + "n_pred": 82853, + "n_ref": 38 + }, + "15": { + "Dice": 0.07990321703151174, + "FN": 6439, + "FP": 122093, + "IoU": 0.04161416119242728, + "TN": 4071455, + "TP": 5581, + "n_pred": 127674, + "n_ref": 12020 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4205568, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 4205562, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "4": { + "Dice": 0.641445715880547, + "FN": 5072, + "FP": 20622, + "IoU": 0.47215317295642706, + "TN": 4156891, + "TP": 22983, + "n_pred": 43605, + "n_ref": 28055 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4205568, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8725883400970009, + "FN": 17771, + "FP": 78772, + "IoU": 0.7739749118543595, + "TN": 3778434, + "TP": 330591, + "n_pred": 409363, + "n_ref": 348362 + }, + "7": { + "Dice": 0.7227901698022611, + "FN": 1878, + "FP": 29875, + "IoU": 0.5659134096159892, + "TN": 4132419, + "TP": 41396, + "n_pred": 71271, + "n_ref": 43274 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4205568, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 32, + "FP": 0, + "IoU": 0.0, + "TN": 4205536, + "TP": 0, + "n_pred": 0, + "n_ref": 32 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0171.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0171.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8614850195397308, + "FN": 523, + "FP": 1072, + "IoU": 0.7566742944317315, + "TN": 1745765, + "TP": 4960, + "n_pred": 6032, + "n_ref": 5483 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5639891612420967, + "FN": 13634, + "FP": 365, + "IoU": 0.3927471478766321, + "TN": 1729267, + "TP": 9054, + "n_pred": 9419, + "n_ref": 22688 + }, + "14": { + "Dice": 0.8695523783743879, + "FN": 4467, + "FP": 6135, + "IoU": 0.7692106752579564, + "TN": 1706382, + "TP": 35336, + "n_pred": 41471, + "n_ref": 39803 + }, + "15": { + "Dice": 0.9259596143350919, + "FN": 988, + "FP": 1047, + "IoU": 0.8621273712737128, + "TN": 1737560, + "TP": 12725, + "n_pred": 13772, + "n_ref": 13713 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9287738746272192, + "FN": 8268, + "FP": 1357, + "IoU": 0.8670194393401401, + "TN": 1679941, + "TP": 62754, + "n_pred": 64111, + "n_ref": 71022 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9295502927088877, + "FN": 2243, + "FP": 1993, + "IoU": 0.8683736250077683, + "TN": 1720138, + "TP": 27946, + "n_pred": 29939, + "n_ref": 30189 + }, + "7": { + "Dice": 0.0, + "FN": 106, + "FP": 59610, + "IoU": 0.0, + "TN": 1692604, + "TP": 0, + "n_pred": 59610, + "n_ref": 106 + }, + "8": { + "Dice": 0.39634146341463417, + "FN": 134, + "FP": 262, + "IoU": 0.24714828897338403, + "TN": 1751794, + "TP": 130, + "n_pred": 392, + "n_ref": 264 + }, + "9": { + "Dice": 0.7594834543987087, + "FN": 541, + "FP": 55, + "IoU": 0.6122316200390371, + "TN": 1750783, + "TP": 941, + "n_pred": 996, + "n_ref": 1482 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0175.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0175.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9300328446687495, + "FN": 3310, + "FP": 1057, + "IoU": 0.8692162558773322, + "TN": 842769, + "TP": 29024, + "n_pred": 30081, + "n_ref": 32334 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8711743028148767, + "FN": 547, + "FP": 4382, + "IoU": 0.7717527205371614, + "TN": 854565, + "TP": 16666, + "n_pred": 21048, + "n_ref": 17213 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9544175576814856, + "FN": 81, + "FP": 0, + "IoU": 0.9128094725511302, + "TN": 875231, + "TP": 848, + "n_pred": 848, + "n_ref": 929 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 8, + "FP": 5, + "IoU": 0.0, + "TN": 876147, + "TP": 0, + "n_pred": 5, + "n_ref": 8 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9910062274251907, + "FN": 1429, + "FP": 1432, + "IoU": 0.9821727887341496, + "TN": 715675, + "TP": 157624, + "n_pred": 159056, + "n_ref": 159053 + }, + "7": { + "Dice": 0.9711491442542787, + "FN": 67, + "FP": 110, + "IoU": 0.9439163498098859, + "TN": 873004, + "TP": 2979, + "n_pred": 3089, + "n_ref": 3046 + }, + "8": { + "Dice": 0.6341463414634146, + "FN": 60, + "FP": 0, + "IoU": 0.4642857142857143, + "TN": 876048, + "TP": 52, + "n_pred": 52, + "n_ref": 112 + }, + "9": { + "Dice": 0.9203890830106715, + "FN": 484, + "FP": 359, + "IoU": 0.852519244226732, + "TN": 870444, + "TP": 4873, + "n_pred": 5232, + "n_ref": 5357 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0179.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0179.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.733639900955076, + "FN": 255, + "FP": 1251, + "IoU": 0.5793296089385475, + "TN": 1748740, + "TP": 2074, + "n_pred": 3325, + "n_ref": 2329 + }, + "10": { + "Dice": 0.8598808598808598, + "FN": 111, + "FP": 430, + "IoU": 0.7542026351658337, + "TN": 1750119, + "TP": 1660, + "n_pred": 2090, + "n_ref": 1771 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8663330950679057, + "FN": 272, + "FP": 102, + "IoU": 0.7641866330390921, + "TN": 1750734, + "TP": 1212, + "n_pred": 1314, + "n_ref": 1484 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9683708838821491, + "FN": 40, + "FP": 106, + "IoU": 0.9386812263754725, + "TN": 1749939, + "TP": 2235, + "n_pred": 2341, + "n_ref": 2275 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6584179229983783, + "FN": 1724, + "FP": 3963, + "IoU": 0.4907772206303725, + "TN": 1741152, + "TP": 5481, + "n_pred": 9444, + "n_ref": 7205 + }, + "6": { + "Dice": 0.9322262154904554, + "FN": 5152, + "FP": 11556, + "IoU": 0.8730559122301831, + "TN": 1620703, + "TP": 114909, + "n_pred": 126465, + "n_ref": 120061 + }, + "7": { + "Dice": 0.0, + "FN": 480, + "FP": 60184, + "IoU": 0.0, + "TN": 1691656, + "TP": 0, + "n_pred": 60184, + "n_ref": 480 + }, + "8": { + "Dice": 0.9786593538011094, + "FN": 734, + "FP": 301, + "IoU": 0.9582105220656518, + "TN": 1727553, + "TP": 23732, + "n_pred": 24033, + "n_ref": 24466 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0190.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0190.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 98257, + "IoU": 0.0, + "TN": 2880687, + "TP": 0, + "n_pred": 98257, + "n_ref": 0 + }, + "10": { + "Dice": 0.7907268170426065, + "FN": 166, + "FP": 4844, + "IoU": 0.6538860103626943, + "TN": 2964469, + "TP": 9465, + "n_pred": 14309, + "n_ref": 9631 + }, + "11": { + "Dice": 0.7297937098410551, + "FN": 208, + "FP": 591, + "IoU": 0.5745473908413206, + "TN": 2977066, + "TP": 1079, + "n_pred": 1670, + "n_ref": 1287 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.673920312781336, + "FN": 7326, + "FP": 5351, + "IoU": 0.508204988943632, + "TN": 2953167, + "TP": 13100, + "n_pred": 18451, + "n_ref": 20426 + }, + "14": { + "Dice": 0.11666666666666667, + "FN": 25, + "FP": 2837, + "IoU": 0.061946902654867256, + "TN": 2975893, + "TP": 189, + "n_pred": 3026, + "n_ref": 214 + }, + "15": { + "Dice": 0.4138642981661651, + "FN": 2857, + "FP": 57328, + "IoU": 0.260926160156202, + "TN": 2897511, + "TP": 21248, + "n_pred": 78576, + "n_ref": 24105 + }, + "2": { + "Dice": 0.9802409898374531, + "FN": 119, + "FP": 614, + "IoU": 0.9612476870208829, + "TN": 2960029, + "TP": 18182, + "n_pred": 18796, + "n_ref": 18301 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 155, + "IoU": 0.0, + "TN": 2978789, + "TP": 0, + "n_pred": 155, + "n_ref": 0 + }, + "4": { + "Dice": 0.780700562925401, + "FN": 12074, + "FP": 2457, + "IoU": 0.6402861669472225, + "TN": 2938548, + "TP": 25865, + "n_pred": 28322, + "n_ref": 37939 + }, + "5": { + "Dice": 0.6624928856004553, + "FN": 4129, + "FP": 615, + "IoU": 0.49531914893617024, + "TN": 2969544, + "TP": 4656, + "n_pred": 5271, + "n_ref": 8785 + }, + "6": { + "Dice": 0.5822283492048193, + "FN": 781746, + "FP": 7085, + "IoU": 0.4106644034519006, + "TN": 1640435, + "TP": 549678, + "n_pred": 556763, + "n_ref": 1331424 + }, + "7": { + "Dice": 0.005964612901029086, + "FN": 484, + "FP": 495816, + "IoU": 0.002991227206708063, + "TN": 2481155, + "TP": 1489, + "n_pred": 497305, + "n_ref": 1973 + }, + "8": { + "Dice": 0.9686337054758107, + "FN": 190, + "FP": 46, + "IoU": 0.9391752577319588, + "TN": 2975064, + "TP": 3644, + "n_pred": 3690, + "n_ref": 3834 + }, + "9": { + "Dice": 0.8135637037356198, + "FN": 648, + "FP": 3679, + "IoU": 0.6857205113306217, + "TN": 2965176, + "TP": 9441, + "n_pred": 13120, + "n_ref": 10089 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0197.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0197.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9555587040710305, + "FN": 845, + "FP": 2919, + "IoU": 0.9148993895546009, + "TN": 1007162, + "TP": 40466, + "n_pred": 43385, + "n_ref": 41311 + }, + "10": { + "Dice": 0.8937446443873179, + "FN": 65, + "FP": 679, + "IoU": 0.8079008520526724, + "TN": 1047519, + "TP": 3129, + "n_pred": 3808, + "n_ref": 3194 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.2955823293172691, + "FN": 1745, + "FP": 9, + "IoU": 0.17342130065975495, + "TN": 1049270, + "TP": 368, + "n_pred": 377, + "n_ref": 2113 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 2594, + "IoU": 0.0, + "TN": 1048798, + "TP": 0, + "n_pred": 2594, + "n_ref": 0 + }, + "15": { + "Dice": 0.9898180242634316, + "FN": 2342, + "FP": 760, + "IoU": 0.9798413038816213, + "TN": 897513, + "TP": 150777, + "n_pred": 151537, + "n_ref": 153119 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9399514057618882, + "FN": 101, + "FP": 72, + "IoU": 0.8867059593975115, + "TN": 1049865, + "TP": 1354, + "n_pred": 1426, + "n_ref": 1455 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.869542886492039, + "FN": 408, + "FP": 100, + "IoU": 0.769195820081781, + "TN": 1049191, + "TP": 1693, + "n_pred": 1793, + "n_ref": 2101 + }, + "6": { + "Dice": 0.9650638936899668, + "FN": 2082, + "FP": 1617, + "IoU": 0.932486448009637, + "TN": 996603, + "TP": 51090, + "n_pred": 52707, + "n_ref": 53172 + }, + "7": { + "Dice": 0.9766526696264227, + "FN": 2212, + "FP": 4777, + "IoU": 0.9543706624708655, + "TN": 898223, + "TP": 146180, + "n_pred": 150957, + "n_ref": 148392 + }, + "8": { + "Dice": 0.968207834018959, + "FN": 330, + "FP": 1092, + "IoU": 0.9383748645720477, + "TN": 1028317, + "TP": 21653, + "n_pred": 22745, + "n_ref": 21983 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0230.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0230.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9852914242240662, + "FN": 1246, + "FP": 842, + "IoU": 0.9710092609305361, + "TN": 1329833, + "TP": 69935, + "n_pred": 70777, + "n_ref": 71181 + }, + "10": { + "Dice": 0.486413826212194, + "FN": 7351, + "FP": 3347, + "IoU": 0.3213651357523471, + "TN": 1386092, + "TP": 5066, + "n_pred": 8413, + "n_ref": 12417 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6801773604590506, + "FN": 8636, + "FP": 3626, + "IoU": 0.5153551243033873, + "TN": 1376555, + "TP": 13039, + "n_pred": 16665, + "n_ref": 21675 + }, + "14": { + "Dice": 0.909980794250666, + "FN": 1155, + "FP": 298, + "IoU": 0.834830055700807, + "TN": 1393059, + "TP": 7344, + "n_pred": 7642, + "n_ref": 8499 + }, + "15": { + "Dice": 0.1875, + "FN": 31, + "FP": 125, + "IoU": 0.10344827586206896, + "TN": 1401682, + "TP": 18, + "n_pred": 143, + "n_ref": 49 + }, + "2": { + "Dice": 0.9673034596113269, + "FN": 3261, + "FP": 2488, + "IoU": 0.9366773507803808, + "TN": 1311067, + "TP": 85040, + "n_pred": 87528, + "n_ref": 88301 + }, + "3": { + "Dice": 0.908237747653806, + "FN": 61, + "FP": 291, + "IoU": 0.8319006685768864, + "TN": 1399762, + "TP": 1742, + "n_pred": 2033, + "n_ref": 1803 + }, + "4": { + "Dice": 0.8196707542415589, + "FN": 4025, + "FP": 269, + "IoU": 0.6944424678004697, + "TN": 1387803, + "TP": 9759, + "n_pred": 10028, + "n_ref": 13784 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 326, + "IoU": 0.0, + "TN": 1401530, + "TP": 0, + "n_pred": 326, + "n_ref": 0 + }, + "6": { + "Dice": 0.95416397133568, + "FN": 6621, + "FP": 4291, + "IoU": 0.9123456690952614, + "TN": 1277367, + "TP": 113577, + "n_pred": 117868, + "n_ref": 120198 + }, + "7": { + "Dice": 0.5659001564905833, + "FN": 101088, + "FP": 2381, + "IoU": 0.3946030390086068, + "TN": 1230945, + "TP": 67442, + "n_pred": 69823, + "n_ref": 168530 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.4485245901639344, + "FN": 209, + "FP": 632, + "IoU": 0.2890955198647506, + "TN": 1400673, + "TP": 342, + "n_pred": 974, + "n_ref": 551 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0235.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0235.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8944492378487202, + "FN": 363, + "FP": 4, + "IoU": 0.8090530697190427, + "TN": 1224702, + "TP": 1555, + "n_pred": 1559, + "n_ref": 1918 + }, + "10": { + "Dice": 0.8675971331572991, + "FN": 315, + "FP": 36, + "IoU": 0.7661558960692871, + "TN": 1225123, + "TP": 1150, + "n_pred": 1186, + "n_ref": 1465 + }, + "11": { + "Dice": 0.8537027873989774, + "FN": 734, + "FP": 153, + "IoU": 0.7447482014388489, + "TN": 1223149, + "TP": 2588, + "n_pred": 2741, + "n_ref": 3322 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.977363960749331, + "FN": 354, + "FP": 52, + "IoU": 0.9557300185366917, + "TN": 1217453, + "TP": 8765, + "n_pred": 8817, + "n_ref": 9119 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.972066816454025, + "FN": 3074, + "FP": 2533, + "IoU": 0.9456517524813896, + "TN": 1123456, + "TP": 97561, + "n_pred": 100094, + "n_ref": 100635 + }, + "7": { + "Dice": 0.9925118321422717, + "FN": 3573, + "FP": 2868, + "IoU": 0.9851349760788739, + "TN": 793325, + "TP": 426858, + "n_pred": 429726, + "n_ref": 430431 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 24913, + "IoU": 0.0, + "TN": 1201711, + "TP": 0, + "n_pred": 24913, + "n_ref": 0 + }, + "9": { + "Dice": 0.9771363053888177, + "FN": 329, + "FP": 349, + "IoU": 0.9552947382302519, + "TN": 1211458, + "TP": 14488, + "n_pred": 14837, + "n_ref": 14817 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0263.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0263.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9661926534407935, + "FN": 528, + "FP": 2962, + "IoU": 0.9345964281029217, + "TN": 1874191, + "TP": 49871, + "n_pred": 52833, + "n_ref": 50399 + }, + "10": { + "Dice": 0.8, + "FN": 2, + "FP": 0, + "IoU": 0.6666666666666666, + "TN": 1927546, + "TP": 4, + "n_pred": 4, + "n_ref": 6 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.09036909980306207, + "FN": 266, + "FP": 57008, + "IoU": 0.0473228097606414, + "TN": 1867433, + "TP": 2845, + "n_pred": 59853, + "n_ref": 3111 + }, + "15": { + "Dice": 0.17023847602800582, + "FN": 655, + "FP": 22692, + "IoU": 0.09303861393831094, + "TN": 1901810, + "TP": 2395, + "n_pred": 25087, + "n_ref": 3050 + }, + "2": { + "Dice": 0.9613544453213944, + "FN": 2377, + "FP": 3156, + "IoU": 0.9255847107715895, + "TN": 1853199, + "TP": 68820, + "n_pred": 71976, + "n_ref": 71197 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9791660055218813, + "FN": 817, + "FP": 1809, + "IoU": 0.9591824046009171, + "TN": 1863217, + "TP": 61709, + "n_pred": 63518, + "n_ref": 62526 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 13114, + "IoU": 0.0, + "TN": 1914438, + "TP": 0, + "n_pred": 13114, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 1927550, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0264.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0264.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8850520340586566, + "FN": 2460, + "FP": 456, + "IoU": 0.793805685193042, + "TN": 862018, + "TP": 11226, + "n_pred": 11682, + "n_ref": 13686 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8204154002026343, + "FN": 1407, + "FP": 5683, + "IoU": 0.6955121322739961, + "TN": 852875, + "TP": 16195, + "n_pred": 21878, + "n_ref": 17602 + }, + "14": { + "Dice": 0.896310915439502, + "FN": 458, + "FP": 2274, + "IoU": 0.8121045392022008, + "TN": 861620, + "TP": 11808, + "n_pred": 14082, + "n_ref": 12266 + }, + "15": { + "Dice": 0.6810308608967993, + "FN": 66622, + "FP": 188, + "IoU": 0.5163357054433046, + "TN": 738027, + "TP": 71323, + "n_pred": 71511, + "n_ref": 137945 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 4786, + "IoU": 0.0, + "TN": 871374, + "TP": 0, + "n_pred": 4786, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1361, + "IoU": 0.0, + "TN": 874799, + "TP": 0, + "n_pred": 1361, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.930503889076767, + "FN": 528, + "FP": 294, + "IoU": 0.8700395256916996, + "TN": 869835, + "TP": 5503, + "n_pred": 5797, + "n_ref": 6031 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.943341434929453, + "FN": 1004, + "FP": 791, + "IoU": 0.8927589915163102, + "TN": 859422, + "TP": 14943, + "n_pred": 15734, + "n_ref": 15947 + }, + "9": { + "Dice": 0.8004259202920596, + "FN": 328, + "FP": 3608, + "IoU": 0.6672584326654831, + "TN": 864331, + "TP": 7893, + "n_pred": 11501, + "n_ref": 8221 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0273.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0273.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 7482, + "IoU": 0.0, + "TN": 1394374, + "TP": 0, + "n_pred": 7482, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9749479649923515, + "FN": 626, + "FP": 373, + "IoU": 0.9511204618847245, + "TN": 1381418, + "TP": 19439, + "n_pred": 19812, + "n_ref": 20065 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8651262761955938, + "FN": 1065, + "FP": 190, + "IoU": 0.7623106060606061, + "TN": 1396576, + "TP": 4025, + "n_pred": 4215, + "n_ref": 5090 + }, + "5": { + "Dice": 0.44368600682593856, + "FN": 163, + "FP": 0, + "IoU": 0.2850877192982456, + "TN": 1401628, + "TP": 65, + "n_pred": 65, + "n_ref": 228 + }, + "6": { + "Dice": 0.9121687622590199, + "FN": 132704, + "FP": 2170, + "IoU": 0.8385204713860345, + "TN": 566617, + "TP": 700365, + "n_pred": 702535, + "n_ref": 833069 + }, + "7": { + "Dice": 0.0, + "FN": 54, + "FP": 19779, + "IoU": 0.0, + "TN": 1382023, + "TP": 0, + "n_pred": 19779, + "n_ref": 54 + }, + "8": { + "Dice": 0.9171597633136095, + "FN": 9, + "FP": 19, + "IoU": 0.8469945355191257, + "TN": 1401673, + "TP": 155, + "n_pred": 174, + "n_ref": 164 + }, + "9": { + "Dice": 0.7527756059421423, + "FN": 603, + "FP": 2559, + "IoU": 0.6035606820461384, + "TN": 1393880, + "TP": 4814, + "n_pred": 7373, + "n_ref": 5417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0317.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0317.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9382831607234517, + "FN": 14568, + "FP": 1784, + "IoU": 0.8837414327560219, + "TN": 4590612, + "TP": 124300, + "n_pred": 126084, + "n_ref": 138868 + }, + "10": { + "Dice": 0.7753993943823745, + "FN": 227, + "FP": 1924, + "IoU": 0.6331855388813097, + "TN": 4725400, + "TP": 3713, + "n_pred": 5637, + "n_ref": 3940 + }, + "11": { + "Dice": 0.7181257706535141, + "FN": 568, + "FP": 575, + "IoU": 0.5602154674874952, + "TN": 4728665, + "TP": 1456, + "n_pred": 2031, + "n_ref": 2024 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4731264, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.275, + "FN": 90, + "FP": 5826, + "IoU": 0.15942028985507245, + "TN": 4724226, + "TP": 1122, + "n_pred": 6948, + "n_ref": 1212 + }, + "14": { + "Dice": 0.0016066561468942762, + "FN": 13001, + "FP": 91396, + "IoU": 0.0008039739282740402, + "TN": 4626783, + "TP": 84, + "n_pred": 91480, + "n_ref": 13085 + }, + "15": { + "Dice": 0.1588985928024538, + "FN": 1761, + "FP": 177852, + "IoU": 0.08630626872656795, + "TN": 4534685, + "TP": 16966, + "n_pred": 194818, + "n_ref": 18727 + }, + "2": { + "Dice": 0.9121041288445818, + "FN": 11586, + "FP": 4972, + "IoU": 0.8384112423148239, + "TN": 4628794, + "TP": 85912, + "n_pred": 90884, + "n_ref": 97498 + }, + "3": { + "Dice": 0.809429405615831, + "FN": 902, + "FP": 9672, + "IoU": 0.6798667877686951, + "TN": 4698234, + "TP": 22456, + "n_pred": 32128, + "n_ref": 23358 + }, + "4": { + "Dice": 0.37249283667621774, + "FN": 0, + "FP": 219, + "IoU": 0.22887323943661972, + "TN": 4730980, + "TP": 65, + "n_pred": 284, + "n_ref": 65 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4731264, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.27312524490595613, + "FN": 9278, + "FP": 228160, + "IoU": 0.15816158299857824, + "TN": 4449217, + "TP": 44609, + "n_pred": 272769, + "n_ref": 53887 + }, + "7": { + "Dice": 0.9449152916067696, + "FN": 17077, + "FP": 7907, + "IoU": 0.8955823964558867, + "TN": 4491994, + "TP": 214286, + "n_pred": 222193, + "n_ref": 231363 + }, + "8": { + "Dice": 0.9254272397721388, + "FN": 137, + "FP": 151, + "IoU": 0.8612048192771085, + "TN": 4729189, + "TP": 1787, + "n_pred": 1938, + "n_ref": 1924 + }, + "9": { + "Dice": 0.65, + "FN": 9, + "FP": 5, + "IoU": 0.48148148148148145, + "TN": 4731237, + "TP": 13, + "n_pred": 18, + "n_ref": 22 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0350.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0350.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.91753121153508, + "FN": 52, + "FP": 886, + "IoU": 0.8476283300844705, + "TN": 1746164, + "TP": 5218, + "n_pred": 6104, + "n_ref": 5270 + }, + "10": { + "Dice": 0.7826638477801269, + "FN": 202, + "FP": 826, + "IoU": 0.642931573463008, + "TN": 1749441, + "TP": 1851, + "n_pred": 2677, + "n_ref": 2053 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5371621621621622, + "FN": 378, + "FP": 170, + "IoU": 0.3672055427251732, + "TN": 1751454, + "TP": 318, + "n_pred": 488, + "n_ref": 696 + }, + "13": { + "Dice": 0.12597066436583262, + "FN": 5049, + "FP": 16, + "IoU": 0.06721915285451197, + "TN": 1746890, + "TP": 365, + "n_pred": 381, + "n_ref": 5414 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.5497762104977622, + "FN": 90917, + "FP": 2029, + "IoU": 0.3790974982464344, + "TN": 1602625, + "TP": 56749, + "n_pred": 58778, + "n_ref": 147666 + }, + "3": { + "Dice": 0.617316456713883, + "FN": 130049, + "FP": 22269, + "IoU": 0.4464625761341997, + "TN": 1477148, + "TP": 122854, + "n_pred": 145123, + "n_ref": 252903 + }, + "4": { + "Dice": 0.5524956970740104, + "FN": 0, + "FP": 520, + "IoU": 0.3816884661117717, + "TN": 1751479, + "TP": 321, + "n_pred": 841, + "n_ref": 321 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9706005497606175, + "FN": 2829, + "FP": 401, + "IoU": 0.9428803848058287, + "TN": 1695772, + "TP": 53318, + "n_pred": 53719, + "n_ref": 56147 + }, + "7": { + "Dice": 0.8928970917225951, + "FN": 131, + "FP": 635, + "IoU": 0.8065167971710028, + "TN": 1748361, + "TP": 3193, + "n_pred": 3828, + "n_ref": 3324 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0351.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0351.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9601397696389284, + "FN": 595, + "FP": 21, + "IoU": 0.9233354075917859, + "TN": 1393821, + "TP": 7419, + "n_pred": 7440, + "n_ref": 8014 + }, + "10": { + "Dice": 0.9111111111111111, + "FN": 52, + "FP": 436, + "IoU": 0.8367346938775511, + "TN": 1398867, + "TP": 2501, + "n_pred": 2937, + "n_ref": 2553 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7050812913983974, + "FN": 5216, + "FP": 1151, + "IoU": 0.5444984976391473, + "TN": 1387878, + "TP": 7611, + "n_pred": 8762, + "n_ref": 12827 + }, + "14": { + "Dice": 0.9203922076800138, + "FN": 472, + "FP": 3214, + "IoU": 0.8525246059054173, + "TN": 1376862, + "TP": 21308, + "n_pred": 24522, + "n_ref": 21780 + }, + "15": { + "Dice": 0.9566495435156239, + "FN": 6770, + "FP": 2285, + "IoU": 0.9169014472271422, + "TN": 1292889, + "TP": 99912, + "n_pred": 102197, + "n_ref": 106682 + }, + "2": { + "Dice": 0.9616721124423007, + "FN": 681, + "FP": 58, + "IoU": 0.9261738261738262, + "TN": 1391846, + "TP": 9271, + "n_pred": 9329, + "n_ref": 9952 + }, + "3": { + "Dice": 0.9756674354063245, + "FN": 2227, + "FP": 2753, + "IoU": 0.9524908893171281, + "TN": 1297034, + "TP": 99842, + "n_pred": 102595, + "n_ref": 102069 + }, + "4": { + "Dice": 0.9471646501841137, + "FN": 414, + "FP": 2097, + "IoU": 0.8996322647693661, + "TN": 1376838, + "TP": 22507, + "n_pred": 24604, + "n_ref": 22921 + }, + "5": { + "Dice": 0.5666666666666667, + "FN": 26, + "FP": 0, + "IoU": 0.3953488372093023, + "TN": 1401813, + "TP": 17, + "n_pred": 17, + "n_ref": 43 + }, + "6": { + "Dice": 0.9581270826806414, + "FN": 4253, + "FP": 3098, + "IoU": 0.9196199140542136, + "TN": 1310403, + "TP": 84102, + "n_pred": 87200, + "n_ref": 88355 + }, + "7": { + "Dice": 0.9762338473116624, + "FN": 3440, + "FP": 2118, + "IoU": 0.9535711302313925, + "TN": 1282146, + "TP": 114152, + "n_pred": 116270, + "n_ref": 117592 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.892271662763466, + "FN": 847, + "FP": 1637, + "IoU": 0.8054968287526427, + "TN": 1389085, + "TP": 10287, + "n_pred": 11924, + "n_ref": 11134 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0387.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0387.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9439374185136897, + "FN": 18, + "FP": 25, + "IoU": 0.8938271604938272, + "TN": 1050987, + "TP": 362, + "n_pred": 387, + "n_ref": 380 + }, + "10": { + "Dice": 0.83584731414499, + "FN": 1345, + "FP": 2921, + "IoU": 0.7179877041052423, + "TN": 1036265, + "TP": 10861, + "n_pred": 13782, + "n_ref": 12206 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.4370208105147864, + "FN": 1027, + "FP": 1, + "IoU": 0.27960756832515765, + "TN": 1049965, + "TP": 399, + "n_pred": 400, + "n_ref": 1426 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9924298530114593, + "FN": 497, + "FP": 1578, + "IoU": 0.9849734591459132, + "TN": 913303, + "TP": 136014, + "n_pred": 137592, + "n_ref": 136511 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9689166539692214, + "FN": 2463, + "FP": 2025, + "IoU": 0.9397074035761785, + "TN": 976955, + "TP": 69949, + "n_pred": 71974, + "n_ref": 72412 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8488147896109788, + "FN": 151, + "FP": 1182, + "IoU": 0.7373399014778325, + "TN": 1046317, + "TP": 3742, + "n_pred": 4924, + "n_ref": 3893 + }, + "7": { + "Dice": 0.9847079876362453, + "FN": 844, + "FP": 3480, + "IoU": 0.9698766223361641, + "TN": 907849, + "TP": 139219, + "n_pred": 142699, + "n_ref": 140063 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0391.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0391.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9801875577862897, + "FN": 1787, + "FP": 1213, + "IoU": 0.9611449294132884, + "TN": 1324646, + "TP": 74210, + "n_pred": 75423, + "n_ref": 75997 + }, + "10": { + "Dice": 0.877357027320467, + "FN": 4013, + "FP": 1522, + "IoU": 0.7815102830300399, + "TN": 1376523, + "TP": 19798, + "n_pred": 21320, + "n_ref": 23811 + }, + "11": { + "Dice": 0.7289792725850606, + "FN": 646, + "FP": 740, + "IoU": 0.5735384615384616, + "TN": 1398606, + "TP": 1864, + "n_pred": 2604, + "n_ref": 2510 + }, + "12": { + "Dice": 0.4872665534804754, + "FN": 1018, + "FP": 190, + "IoU": 0.3221099887766554, + "TN": 1400074, + "TP": 574, + "n_pred": 764, + "n_ref": 1592 + }, + "13": { + "Dice": 0.8290023366140339, + "FN": 357, + "FP": 2058, + "IoU": 0.7079453380094328, + "TN": 1393587, + "TP": 5854, + "n_pred": 7912, + "n_ref": 6211 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9566399190341935, + "FN": 2155, + "FP": 844, + "IoU": 0.9168837647580511, + "TN": 1365774, + "TP": 33083, + "n_pred": 33927, + "n_ref": 35238 + }, + "3": { + "Dice": 0.9773154530642938, + "FN": 932, + "FP": 154, + "IoU": 0.9556372549019608, + "TN": 1377376, + "TP": 23394, + "n_pred": 23548, + "n_ref": 24326 + }, + "4": { + "Dice": 0.16202945990180032, + "FN": 2048, + "FP": 0, + "IoU": 0.0881567230632235, + "TN": 1399610, + "TP": 198, + "n_pred": 198, + "n_ref": 2246 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9627777526361044, + "FN": 799, + "FP": 2491, + "IoU": 0.9282270555640394, + "TN": 1356017, + "TP": 42549, + "n_pred": 45040, + "n_ref": 43348 + }, + "7": { + "Dice": 0.8143759615069883, + "FN": 24943, + "FP": 3412, + "IoU": 0.6868753796035558, + "TN": 1311301, + "TP": 62200, + "n_pred": 65612, + "n_ref": 87143 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9339183424741011, + "FN": 1677, + "FP": 1034, + "IoU": 0.876028900676788, + "TN": 1379988, + "TP": 19157, + "n_pred": 20191, + "n_ref": 20834 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0404.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0404.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": 0.6800375450026942, + "FN": 3506.146666666667, + "FP": 3014.8311111111107, + "IoU": 0.595828613814552, + "TN": 1724567.8422222224, + "TP": 21231.179999999997, + "n_pred": 24246.011111111107, + "n_ref": 24737.326666666668 + }, + "mean": { + "1": { + "Dice": 0.8549984940758779, + "FN": 643.7666666666667, + "FP": 836.5666666666667, + "IoU": 0.8069733502423101, + "TN": 1730971.8666666667, + "TP": 19867.8, + "n_pred": 20704.366666666665, + "n_ref": 20511.566666666666 + }, + "10": { + "Dice": 0.6764675972786384, + "FN": 2063.366666666667, + "FP": 1402.5333333333333, + "IoU": 0.5685832078108151, + "TN": 1740686.7, + "TP": 8167.4, + "n_pred": 9569.933333333332, + "n_ref": 10230.766666666666 + }, + "11": { + "Dice": 0.7047789558239238, + "FN": 175.3, + "FP": 154.6, + "IoU": 0.5541002503348865, + "TN": 1751627.9333333333, + "TP": 362.1666666666667, + "n_pred": 516.7666666666667, + "n_ref": 537.4666666666667 + }, + "12": { + "Dice": 0.1991938584408048, + "FN": 78.6, + "FP": 30.966666666666665, + "IoU": 0.14607794170568622, + "TN": 1752106.3, + "TP": 104.13333333333334, + "n_pred": 135.1, + "n_ref": 182.73333333333332 + }, + "13": { + "Dice": 0.6470758997302974, + "FN": 1986.6, + "FP": 2015.0333333333333, + "IoU": 0.519931427420973, + "TN": 1743771.5333333334, + "TP": 4546.833333333333, + "n_pred": 6561.866666666667, + "n_ref": 6533.433333333333 + }, + "14": { + "Dice": 0.5834973862808652, + "FN": 9693.766666666666, + "FP": 5794.633333333333, + "IoU": 0.5047917764793827, + "TN": 1696536.9666666666, + "TP": 40294.63333333333, + "n_pred": 46089.26666666667, + "n_ref": 49988.4 + }, + "15": { + "Dice": 0.7016288243321779, + "FN": 3480.9666666666667, + "FP": 4616.9, + "IoU": 0.6039525521051895, + "TN": 1729694.0666666667, + "TP": 14528.066666666668, + "n_pred": 19144.966666666667, + "n_ref": 18009.033333333333 + }, + "2": { + "Dice": 0.8763470535973089, + "FN": 577.3, + "FP": 2262.4666666666667, + "IoU": 0.8220201549000206, + "TN": 1733831.6, + "TP": 15648.633333333333, + "n_pred": 17911.1, + "n_ref": 16225.933333333332 + }, + "3": { + "Dice": 0.7478447372936181, + "FN": 20024.0, + "FP": 695.0666666666667, + "IoU": 0.7066724071244671, + "TN": 1718074.3666666667, + "TP": 13526.566666666668, + "n_pred": 14221.633333333333, + "n_ref": 33550.566666666666 + }, + "4": { + "Dice": 0.47857432122868765, + "FN": 1478.4, + "FP": 257.46666666666664, + "IoU": 0.3941429216879433, + "TN": 1747825.6666666667, + "TP": 2758.4666666666667, + "n_pred": 3015.9333333333334, + "n_ref": 4236.866666666667 + }, + "5": { + "Dice": 0.5462878249870681, + "FN": 145.46666666666667, + "FP": 216.6, + "IoU": 0.4398508586545863, + "TN": 1751242.5, + "TP": 715.4333333333333, + "n_pred": 932.0333333333333, + "n_ref": 860.9 + }, + "6": { + "Dice": 0.8896603802263218, + "FN": 3219.0666666666666, + "FP": 16929.3, + "IoU": 0.8338660487939551, + "TN": 1629058.9333333333, + "TP": 103112.7, + "n_pred": 120042.0, + "n_ref": 106331.76666666666 + }, + "7": { + "Dice": 0.8265526728550442, + "FN": 7571.8, + "FP": 8821.0, + "IoU": 0.745373891776526, + "TN": 1651461.9333333333, + "TP": 84465.26666666666, + "n_pred": 93286.26666666666, + "n_ref": 92037.06666666667 + }, + "8": { + "Dice": 0.745603561409717, + "FN": 612.1666666666666, + "FP": 344.0, + "IoU": 0.6655182916911775, + "TN": 1746016.8666666667, + "TP": 5346.966666666666, + "n_pred": 5690.966666666666, + "n_ref": 5959.133333333333 + }, + "9": { + "Dice": 0.7220516074800649, + "FN": 841.6333333333333, + "FP": 845.3333333333334, + "IoU": 0.6255741264903619, + "TN": 1745610.4, + "TP": 5022.633333333333, + "n_pred": 5867.966666666666, + "n_ref": 5864.266666666666 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9025345587002576, + "FN": 4820, + "FP": 1575, + "IoU": 0.822380846572603, + "TN": 2417244, + "TP": 29609, + "n_pred": 31184, + "n_ref": 34429 + }, + "10": { + "Dice": 0.48124557678697805, + "FN": 9871, + "FP": 1124, + "IoU": 0.3168685927306617, + "TN": 2437153, + "TP": 5100, + "n_pred": 6224, + "n_ref": 14971 + }, + "11": { + "Dice": 0.5741354808147797, + "FN": 1212, + "FP": 586, + "IoU": 0.4026578073089701, + "TN": 2450238, + "TP": 1212, + "n_pred": 1798, + "n_ref": 2424 + }, + "12": { + "Dice": 0.0, + "FN": 604, + "FP": 0, + "IoU": 0.0, + "TN": 2452644, + "TP": 0, + "n_pred": 0, + "n_ref": 604 + }, + "13": { + "Dice": 0.548736853518378, + "FN": 8657, + "FP": 7991, + "IoU": 0.3781098244303325, + "TN": 2426478, + "TP": 10122, + "n_pred": 18113, + "n_ref": 18779 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8537728716165129, + "FN": 1075, + "FP": 1826, + "IoU": 0.7448548812664908, + "TN": 2441878, + "TP": 8469, + "n_pred": 10295, + "n_ref": 9544 + }, + "3": { + "Dice": 0.07936009691295028, + "FN": 583604, + "FP": 55, + "IoU": 0.0413196126902261, + "TN": 1844433, + "TP": 25156, + "n_pred": 25211, + "n_ref": 608760 + }, + "4": { + "Dice": 0.7004492516021887, + "FN": 13307, + "FP": 762, + "IoU": 0.5389933809555016, + "TN": 2422730, + "TP": 16449, + "n_pred": 17211, + "n_ref": 29756 + }, + "5": { + "Dice": 0.6838148931172187, + "FN": 1119, + "FP": 1573, + "IoU": 0.5195431019096912, + "TN": 2447645, + "TP": 2911, + "n_pred": 4484, + "n_ref": 4030 + }, + "6": { + "Dice": 0.30182997491703395, + "FN": 8760, + "FP": 397901, + "IoU": 0.1777383715757718, + "TN": 1958684, + "TP": 87903, + "n_pred": 485804, + "n_ref": 96663 + }, + "7": { + "Dice": 0.8244039425141787, + "FN": 46009, + "FP": 8204, + "IoU": 0.7012646370023419, + "TN": 2271773, + "TP": 127262, + "n_pred": 135466, + "n_ref": 173271 + }, + "8": { + "Dice": 0.8914481083269603, + "FN": 708, + "FP": 1705, + "IoU": 0.8041555068582096, + "TN": 2440927, + "TP": 9908, + "n_pred": 11613, + "n_ref": 10616 + }, + "9": { + "Dice": 0.6620419779437923, + "FN": 2990, + "FP": 2710, + "IoU": 0.4948152087210848, + "TN": 2441965, + "TP": 5583, + "n_pred": 8293, + "n_ref": 8573 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0005.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0005.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.900525858695756, + "FN": 3659, + "FP": 6764, + "IoU": 0.8190514218256311, + "TN": 1869950, + "TP": 47179, + "n_pred": 53943, + "n_ref": 50838 + }, + "15": { + "Dice": 0.9101544107882314, + "FN": 14206, + "FP": 678, + "IoU": 0.8351223510905808, + "TN": 1837279, + "TP": 75389, + "n_pred": 76067, + "n_ref": 89595 + }, + "2": { + "Dice": 0.7334525939177102, + "FN": 5, + "FP": 144, + "IoU": 0.5790960451977402, + "TN": 1927198, + "TP": 205, + "n_pred": 349, + "n_ref": 210 + }, + "3": { + "Dice": 0.9562768409474636, + "FN": 1225, + "FP": 5016, + "IoU": 0.9162169418713921, + "TN": 1853062, + "TP": 68249, + "n_pred": 73265, + "n_ref": 69474 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9839806216016451, + "FN": 4448, + "FP": 2119, + "IoU": 0.9684663920020744, + "TN": 1719298, + "TP": 201687, + "n_pred": 203806, + "n_ref": 206135 + }, + "7": { + "Dice": 0.9634504028629717, + "FN": 2873, + "FP": 2448, + "IoU": 0.9294783438477443, + "TN": 1852100, + "TP": 70131, + "n_pred": 72579, + "n_ref": 73004 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0014.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0014.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6989705729437454, + "FN": 2778, + "FP": 117, + "IoU": 0.5372442455242967, + "TN": 1045136, + "TP": 3361, + "n_pred": 3478, + "n_ref": 6139 + }, + "11": { + "Dice": 0.6052694042250178, + "FN": 2624, + "FP": 702, + "IoU": 0.43396868618107554, + "TN": 1045516, + "TP": 2550, + "n_pred": 3252, + "n_ref": 5174 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8475217932752179, + "FN": 1861, + "FP": 1200, + "IoU": 0.7353907330567082, + "TN": 1039824, + "TP": 8507, + "n_pred": 9707, + "n_ref": 10368 + }, + "14": { + "Dice": 0.9739053389733623, + "FN": 2305, + "FP": 4999, + "IoU": 0.9491379070220886, + "TN": 907788, + "TP": 136300, + "n_pred": 141299, + "n_ref": 138605 + }, + "15": { + "Dice": 0.4541176470588235, + "FN": 4410, + "FP": 230, + "IoU": 0.2937595129375951, + "TN": 1044822, + "TP": 1930, + "n_pred": 2160, + "n_ref": 6340 + }, + "2": { + "Dice": 0.9553692795650204, + "FN": 807, + "FP": 375, + "IoU": 0.9145521578833224, + "TN": 1037559, + "TP": 12651, + "n_pred": 13026, + "n_ref": 13458 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.7058823529411765, + "FN": 368, + "FP": 22, + "IoU": 0.5454545454545454, + "TN": 1050534, + "TP": 468, + "n_pred": 490, + "n_ref": 836 + }, + "5": { + "Dice": 0.30062111801242236, + "FN": 398, + "FP": 165, + "IoU": 0.17690058479532164, + "TN": 1050708, + "TP": 121, + "n_pred": 286, + "n_ref": 519 + }, + "6": { + "Dice": 0.9284075136997285, + "FN": 7147, + "FP": 5800, + "IoU": 0.8663811342174519, + "TN": 954497, + "TP": 83948, + "n_pred": 89748, + "n_ref": 91095 + }, + "7": { + "Dice": 0.95653800783876, + "FN": 8227, + "FP": 5479, + "IoU": 0.9166965495864001, + "TN": 886861, + "TP": 150825, + "n_pred": 156304, + "n_ref": 159052 + }, + "8": { + "Dice": 0.8658900027092928, + "FN": 100, + "FP": 395, + "IoU": 0.7634973721930244, + "TN": 1049299, + "TP": 1598, + "n_pred": 1993, + "n_ref": 1698 + }, + "9": { + "Dice": 0.8097382836275107, + "FN": 4672, + "FP": 3143, + "IoU": 0.6803027203927183, + "TN": 1026947, + "TP": 16630, + "n_pred": 19773, + "n_ref": 21302 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0042.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0042.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.10091743119266056, + "FN": 778, + "FP": 6, + "IoU": 0.05314009661835749, + "TN": 1225796, + "TP": 44, + "n_pred": 50, + "n_ref": 822 + }, + "11": { + "Dice": 0.6344925479063165, + "FN": 390, + "FP": 2185, + "IoU": 0.46465696465696466, + "TN": 1221814, + "TP": 2235, + "n_pred": 4420, + "n_ref": 2625 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6955133322688807, + "FN": 522, + "FP": 1385, + "IoU": 0.5331701346389229, + "TN": 1222539, + "TP": 2178, + "n_pred": 3563, + "n_ref": 2700 + }, + "14": { + "Dice": 0.8255464622397182, + "FN": 1767, + "FP": 1601, + "IoU": 0.7029196436447032, + "TN": 1215287, + "TP": 7969, + "n_pred": 9570, + "n_ref": 9736 + }, + "15": { + "Dice": 0.6277911428861858, + "FN": 3351, + "FP": 29604, + "IoU": 0.45750407427527284, + "TN": 1165877, + "TP": 27792, + "n_pred": 57396, + "n_ref": 31143 + }, + "2": { + "Dice": 0.9457003643387033, + "FN": 344, + "FP": 893, + "IoU": 0.8969939212257474, + "TN": 1214615, + "TP": 10772, + "n_pred": 11665, + "n_ref": 11116 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9532319951104119, + "FN": 5332, + "FP": 2932, + "IoU": 0.9106430370987101, + "TN": 1134141, + "TP": 84219, + "n_pred": 87151, + "n_ref": 89551 + }, + "7": { + "Dice": 0.7884578635581884, + "FN": 89, + "FP": 1018, + "IoU": 0.650788643533123, + "TN": 1223454, + "TP": 2063, + "n_pred": 3081, + "n_ref": 2152 + }, + "8": { + "Dice": 0.0, + "FN": 34, + "FP": 0, + "IoU": 0.0, + "TN": 1226590, + "TP": 0, + "n_pred": 0, + "n_ref": 34 + }, + "9": { + "Dice": 0.7311308084877787, + "FN": 681, + "FP": 6326, + "IoU": 0.5762066045723963, + "TN": 1210090, + "TP": 9527, + "n_pred": 15853, + "n_ref": 10208 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0045.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0045.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 12350, + "IoU": 0.0, + "TN": 3842754, + "TP": 0, + "n_pred": 12350, + "n_ref": 0 + }, + "10": { + "Dice": 0.758125634535913, + "FN": 8084, + "FP": 8831, + "IoU": 0.6104688651436994, + "TN": 3811680, + "TP": 26509, + "n_pred": 35340, + "n_ref": 34593 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3855104, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 122, + "FP": 0, + "IoU": 0.0, + "TN": 3854982, + "TP": 0, + "n_pred": 0, + "n_ref": 122 + }, + "13": { + "Dice": 0.6009793328582266, + "FN": 15876, + "FP": 1481, + "IoU": 0.42957144735112396, + "TN": 3824676, + "TP": 13071, + "n_pred": 14552, + "n_ref": 28947 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3855104, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3855104, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3855104, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3855104, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.19171392564587272, + "FN": 10234, + "FP": 28, + "IoU": 0.10601968812614339, + "TN": 3843625, + "TP": 1217, + "n_pred": 1245, + "n_ref": 11451 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3855104, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.856564657207744, + "FN": 2496, + "FP": 3883, + "IoU": 0.749115079052938, + "TN": 3829678, + "TP": 19047, + "n_pred": 22930, + "n_ref": 21543 + }, + "7": { + "Dice": 0.8423121194229244, + "FN": 31025, + "FP": 21855, + "IoU": 0.7275813572506735, + "TN": 3660991, + "TP": 141233, + "n_pred": 163088, + "n_ref": 172258 + }, + "8": { + "Dice": 0.8774617067833698, + "FN": 214, + "FP": 234, + "IoU": 0.7816764132553606, + "TN": 3853052, + "TP": 1604, + "n_pred": 1838, + "n_ref": 1818 + }, + "9": { + "Dice": 0.4584022038567493, + "FN": 358, + "FP": 625, + "IoU": 0.29735525375268046, + "TN": 3853705, + "TP": 416, + "n_pred": 1041, + "n_ref": 774 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0057.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0057.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8256725545688169, + "FN": 4875, + "FP": 484, + "IoU": 0.7031024930747922, + "TN": 858110, + "TP": 12691, + "n_pred": 13175, + "n_ref": 17566 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 66, + "FP": 20444, + "IoU": 0.0, + "TN": 855650, + "TP": 0, + "n_pred": 20444, + "n_ref": 66 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 37291, + "IoU": 0.0, + "TN": 838869, + "TP": 0, + "n_pred": 37291, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9194816701738842, + "FN": 638, + "FP": 89, + "IoU": 0.8509635096350964, + "TN": 871282, + "TP": 4151, + "n_pred": 4240, + "n_ref": 4789 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9507069123219652, + "FN": 2997, + "FP": 6434, + "IoU": 0.9060451493355117, + "TN": 775782, + "TP": 90947, + "n_pred": 97381, + "n_ref": 93944 + }, + "7": { + "Dice": 0.8261591566377461, + "FN": 6384, + "FP": 2933, + "IoU": 0.703808494404883, + "TN": 844704, + "TP": 22139, + "n_pred": 25072, + "n_ref": 28523 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0075.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0075.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8346294602012809, + "FN": 644, + "FP": 802, + "IoU": 0.7161923454367026, + "TN": 871065, + "TP": 3649, + "n_pred": 4451, + "n_ref": 4293 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9879957158363104, + "FN": 1362, + "FP": 1978, + "IoU": 0.9762762186849638, + "TN": 735373, + "TP": 137447, + "n_pred": 139425, + "n_ref": 138809 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.5427807486631016, + "FN": 154, + "FP": 188, + "IoU": 0.3724770642201835, + "TN": 875615, + "TP": 203, + "n_pred": 391, + "n_ref": 357 + }, + "7": { + "Dice": 0.9901633883101941, + "FN": 1620, + "FP": 1569, + "IoU": 0.9805184094616142, + "TN": 712467, + "TP": 160504, + "n_pred": 162073, + "n_ref": 162124 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0078.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0078.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9725106350939277, + "FN": 1505, + "FP": 2146, + "IoU": 0.9464921665469788, + "TN": 807927, + "TP": 64582, + "n_pred": 66728, + "n_ref": 66087 + }, + "10": { + "Dice": 0.7613399583266549, + "FN": 139, + "FP": 1350, + "IoU": 0.614648033126294, + "TN": 872296, + "TP": 2375, + "n_pred": 3725, + "n_ref": 2514 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.870121015851372, + "FN": 2924, + "FP": 1648, + "IoU": 0.7701010710514407, + "TN": 856273, + "TP": 15315, + "n_pred": 16963, + "n_ref": 18239 + }, + "15": { + "Dice": 0.8792427422868232, + "FN": 2116, + "FP": 3982, + "IoU": 0.7845077390628313, + "TN": 847862, + "TP": 22200, + "n_pred": 26182, + "n_ref": 24316 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8419919246298788, + "FN": 1085, + "FP": 3024, + "IoU": 0.7271036727103672, + "TN": 861103, + "TP": 10948, + "n_pred": 13972, + "n_ref": 12033 + }, + "7": { + "Dice": 0.973837774492962, + "FN": 7707, + "FP": 2116, + "IoU": 0.9490095720603808, + "TN": 683516, + "TP": 182821, + "n_pred": 184937, + "n_ref": 190528 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0086.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0086.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.46234676007005254, + "FN": 853, + "FP": 68, + "IoU": 0.30068337129840544, + "TN": 699611, + "TP": 396, + "n_pred": 464, + "n_ref": 1249 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8885040051959299, + "FN": 891, + "FP": 654, + "IoU": 0.7993767043241138, + "TN": 693227, + "TP": 6156, + "n_pred": 6810, + "n_ref": 7047 + }, + "6": { + "Dice": 0.9624827707128907, + "FN": 2644, + "FP": 5059, + "IoU": 0.9276788312944203, + "TN": 594417, + "TP": 98808, + "n_pred": 103867, + "n_ref": 101452 + }, + "7": { + "Dice": 0.8967354675652907, + "FN": 6448, + "FP": 3358, + "IoU": 0.8128018631998931, + "TN": 648545, + "TP": 42577, + "n_pred": 45935, + "n_ref": 49025 + }, + "8": { + "Dice": 0.9505670875240745, + "FN": 713, + "FP": 904, + "IoU": 0.9057911908646004, + "TN": 683764, + "TP": 15547, + "n_pred": 16451, + "n_ref": 16260 + }, + "9": { + "Dice": 0.9240048250904704, + "FN": 97, + "FP": 92, + "IoU": 0.8587443946188341, + "TN": 699590, + "TP": 1149, + "n_pred": 1241, + "n_ref": 1246 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0098.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0098.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8456380272850395, + "FN": 2819, + "FP": 1854, + "IoU": 0.7325588050134493, + "TN": 2611007, + "TP": 12800, + "n_pred": 14654, + "n_ref": 15619 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.67830936307602, + "FN": 589, + "FP": 3795, + "IoU": 0.5132134132800356, + "TN": 2619474, + "TP": 4622, + "n_pred": 8417, + "n_ref": 5211 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7749893262744428, + "FN": 952, + "FP": 51750, + "IoU": 0.6326388356417424, + "TN": 2485019, + "TP": 90759, + "n_pred": 142509, + "n_ref": 91711 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 2053, + "FP": 0, + "IoU": 0.0, + "TN": 2626427, + "TP": 0, + "n_pred": 0, + "n_ref": 2053 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9781880945691005, + "FN": 3355, + "FP": 2079, + "IoU": 0.9573073961754215, + "TN": 2501198, + "TP": 121848, + "n_pred": 123927, + "n_ref": 125203 + }, + "7": { + "Dice": 0.979093215009927, + "FN": 3610, + "FP": 2308, + "IoU": 0.9590427151676217, + "TN": 2483988, + "TP": 138574, + "n_pred": 140882, + "n_ref": 142184 + }, + "8": { + "Dice": 0.867579908675799, + "FN": 2, + "FP": 27, + "IoU": 0.7661290322580645, + "TN": 2628356, + "TP": 95, + "n_pred": 122, + "n_ref": 97 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0103.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0103.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9807937487147851, + "FN": 204, + "FP": 263, + "IoU": 0.9623113550157373, + "TN": 4017945, + "TP": 11924, + "n_pred": 12187, + "n_ref": 12128 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 3846, + "IoU": 0.0, + "TN": 4026490, + "TP": 0, + "n_pred": 3846, + "n_ref": 0 + }, + "11": { + "Dice": 0.6733266733266733, + "FN": 245, + "FP": 82, + "IoU": 0.5075301204819277, + "TN": 4029672, + "TP": 337, + "n_pred": 419, + "n_ref": 582 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 26, + "IoU": 0.0, + "TN": 4030310, + "TP": 0, + "n_pred": 26, + "n_ref": 0 + }, + "13": { + "Dice": 0.7127503974562798, + "FN": 1833, + "FP": 2684, + "IoU": 0.5537002272502717, + "TN": 4020215, + "TP": 5604, + "n_pred": 8288, + "n_ref": 7437 + }, + "14": { + "Dice": 0.0, + "FN": 812, + "FP": 115577, + "IoU": 0.0, + "TN": 3913947, + "TP": 0, + "n_pred": 115577, + "n_ref": 812 + }, + "15": { + "Dice": 0.8537570697549152, + "FN": 78, + "FP": 3180, + "IoU": 0.7448308270676691, + "TN": 4017568, + "TP": 9510, + "n_pred": 12690, + "n_ref": 9588 + }, + "2": { + "Dice": 0.9772262634907051, + "FN": 2795, + "FP": 1037, + "IoU": 0.9554667162513946, + "TN": 3944288, + "TP": 82216, + "n_pred": 83253, + "n_ref": 85011 + }, + "3": { + "Dice": 0.0, + "FN": 4, + "FP": 20, + "IoU": 0.0, + "TN": 4030312, + "TP": 0, + "n_pred": 20, + "n_ref": 4 + }, + "4": { + "Dice": 0.9165229964963016, + "FN": 2418, + "FP": 584, + "IoU": 0.8459090442459707, + "TN": 4010854, + "TP": 16480, + "n_pred": 17064, + "n_ref": 18898 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4030336, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9587417101942602, + "FN": 928, + "FP": 1181, + "IoU": 0.9207530154435802, + "TN": 4003723, + "TP": 24504, + "n_pred": 25685, + "n_ref": 25432 + }, + "7": { + "Dice": 0.8923712722692552, + "FN": 37363, + "FP": 31339, + "IoU": 0.8056591978229938, + "TN": 3676823, + "TP": 284811, + "n_pred": 316150, + "n_ref": 322174 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4030336, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7608695652173914, + "FN": 7, + "FP": 15, + "IoU": 0.6140350877192983, + "TN": 4030279, + "TP": 35, + "n_pred": 50, + "n_ref": 42 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0111.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0111.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9863767203052787, + "FN": 2833, + "FP": 887, + "IoU": 0.9731196392829013, + "TN": 1438697, + "TP": 134671, + "n_pred": 135558, + "n_ref": 137504 + }, + "10": { + "Dice": 0.8705971852415367, + "FN": 402, + "FP": 1299, + "IoU": 0.7708473662939512, + "TN": 1569665, + "TP": 5722, + "n_pred": 7021, + "n_ref": 6124 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9840511786738568, + "FN": 4173, + "FP": 843, + "IoU": 0.9686031008819423, + "TN": 1417327, + "TP": 154745, + "n_pred": 155588, + "n_ref": 158918 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9496934576299656, + "FN": 130, + "FP": 469, + "IoU": 0.904205981129058, + "TN": 1570835, + "TP": 5654, + "n_pred": 6123, + "n_ref": 5784 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 14, + "FP": 0, + "IoU": 0.0, + "TN": 1577074, + "TP": 0, + "n_pred": 0, + "n_ref": 14 + }, + "6": { + "Dice": 0.9529181945920011, + "FN": 4044, + "FP": 2825, + "IoU": 0.9100704354429054, + "TN": 1500706, + "TP": 69513, + "n_pred": 72338, + "n_ref": 73557 + }, + "7": { + "Dice": 0.8754252443335413, + "FN": 8211, + "FP": 6766, + "IoU": 0.778450022928655, + "TN": 1509487, + "TP": 52624, + "n_pred": 59390, + "n_ref": 60835 + }, + "8": { + "Dice": 0.9472203095530342, + "FN": 1534, + "FP": 229, + "IoU": 0.8997326963544333, + "TN": 1559505, + "TP": 15820, + "n_pred": 16049, + "n_ref": 17354 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0119.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0119.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8166287974417235, + "FN": 1730, + "FP": 449, + "IoU": 0.6900867586403072, + "TN": 2095753, + "TP": 4852, + "n_pred": 5301, + "n_ref": 6582 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9105109626423261, + "FN": 255, + "FP": 696, + "IoU": 0.8357229227845915, + "TN": 2096995, + "TP": 4838, + "n_pred": 5534, + "n_ref": 5093 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8828586781300376, + "FN": 404, + "FP": 32, + "IoU": 0.7902837902837903, + "TN": 2100705, + "TP": 1643, + "n_pred": 1675, + "n_ref": 2047 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9402751462229179, + "FN": 321, + "FP": 1129, + "IoU": 0.8872823383084577, + "TN": 2089920, + "TP": 11414, + "n_pred": 12543, + "n_ref": 11735 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9914742035416633, + "FN": 5125, + "FP": 3690, + "IoU": 0.983092556505194, + "TN": 1581416, + "TP": 512553, + "n_pred": 516243, + "n_ref": 517678 + }, + "7": { + "Dice": 0.8622754491017964, + "FN": 371, + "FP": 296, + "IoU": 0.7578947368421053, + "TN": 2100029, + "TP": 2088, + "n_pred": 2384, + "n_ref": 2459 + }, + "8": { + "Dice": 0.7838781339257379, + "FN": 5423, + "FP": 25, + "IoU": 0.644572025052192, + "TN": 2087456, + "TP": 9880, + "n_pred": 9905, + "n_ref": 15303 + }, + "9": { + "Dice": 0.0, + "FN": 66, + "FP": 0, + "IoU": 0.0, + "TN": 2102718, + "TP": 0, + "n_pred": 0, + "n_ref": 66 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0124.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0124.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9640538842744468, + "FN": 111, + "FP": 404, + "IoU": 0.9306023446974802, + "TN": 1569667, + "TP": 6906, + "n_pred": 7310, + "n_ref": 7017 + }, + "10": { + "Dice": 0.8108305037816412, + "FN": 8678, + "FP": 4303, + "IoU": 0.6818460331854611, + "TN": 1536287, + "TP": 27820, + "n_pred": 32123, + "n_ref": 36498 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7637595258255715, + "FN": 1236, + "FP": 438, + "IoU": 0.6178082191780822, + "TN": 1572708, + "TP": 2706, + "n_pred": 3144, + "n_ref": 3942 + }, + "13": { + "Dice": 0.6254651390520956, + "FN": 6936, + "FP": 23662, + "IoU": 0.45503766897608067, + "TN": 1520941, + "TP": 25549, + "n_pred": 49211, + "n_ref": 32485 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 17590, + "IoU": 0.0, + "TN": 1559498, + "TP": 0, + "n_pred": 17590, + "n_ref": 0 + }, + "2": { + "Dice": 0.9719328349062385, + "FN": 335, + "FP": 123, + "IoU": 0.9453981878874582, + "TN": 1568700, + "TP": 7930, + "n_pred": 8053, + "n_ref": 8265 + }, + "3": { + "Dice": 0.9763003652631878, + "FN": 1098, + "FP": 576, + "IoU": 0.9536980693699175, + "TN": 1540934, + "TP": 34480, + "n_pred": 35056, + "n_ref": 35578 + }, + "4": { + "Dice": 0.9341163682478336, + "FN": 1618, + "FP": 2746, + "IoU": 0.8763774397325855, + "TN": 1541787, + "TP": 30937, + "n_pred": 33683, + "n_ref": 32555 + }, + "5": { + "Dice": 0.0, + "FN": 82, + "FP": 0, + "IoU": 0.0, + "TN": 1577006, + "TP": 0, + "n_pred": 0, + "n_ref": 82 + }, + "6": { + "Dice": 0.9538602101416171, + "FN": 4528, + "FP": 4259, + "IoU": 0.9117903930131004, + "TN": 1477473, + "TP": 90828, + "n_pred": 95087, + "n_ref": 95356 + }, + "7": { + "Dice": 0.8124582275096912, + "FN": 6491, + "FP": 8942, + "IoU": 0.6841512832057631, + "TN": 1528226, + "TP": 33429, + "n_pred": 42371, + "n_ref": 39920 + }, + "8": { + "Dice": 0.9672159285959492, + "FN": 935, + "FP": 211, + "IoU": 0.9365132125644009, + "TN": 1559037, + "TP": 16905, + "n_pred": 17116, + "n_ref": 17840 + }, + "9": { + "Dice": 0.9539977603583427, + "FN": 321, + "FP": 1733, + "IoU": 0.9120417951353204, + "TN": 1553736, + "TP": 21298, + "n_pred": 23031, + "n_ref": 21619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0158.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0158.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9316104900752327, + "FN": 1514, + "FP": 95, + "IoU": 0.8719764481222152, + "TN": 1214056, + "TP": 10959, + "n_pred": 11054, + "n_ref": 12473 + }, + "10": { + "Dice": 0.0, + "FN": 508, + "FP": 0, + "IoU": 0.0, + "TN": 1226116, + "TP": 0, + "n_pred": 0, + "n_ref": 508 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 1226620, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.6664103665844999, + "FN": 12743, + "FP": 2008, + "IoU": 0.4997117178226217, + "TN": 1197139, + "TP": 14734, + "n_pred": 16742, + "n_ref": 27477 + }, + "15": { + "Dice": 0.794093710033717, + "FN": 3512, + "FP": 1801, + "IoU": 0.6585036637099885, + "TN": 1211066, + "TP": 10245, + "n_pred": 12046, + "n_ref": 13757 + }, + "2": { + "Dice": 0.9707948418086635, + "FN": 2982, + "FP": 739, + "IoU": 0.9432471593075574, + "TN": 1161059, + "TP": 61844, + "n_pred": 62583, + "n_ref": 64826 + }, + "3": { + "Dice": 0.923107882783602, + "FN": 2208, + "FP": 5816, + "IoU": 0.8571962483760167, + "TN": 1170435, + "TP": 48165, + "n_pred": 53981, + "n_ref": 50373 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9898459440157654, + "FN": 501, + "FP": 1390, + "IoU": 0.9798960249199987, + "TN": 1132563, + "TP": 92170, + "n_pred": 93560, + "n_ref": 92671 + }, + "7": { + "Dice": 0.0, + "FN": 25, + "FP": 0, + "IoU": 0.0, + "TN": 1226599, + "TP": 0, + "n_pred": 0, + "n_ref": 25 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0166.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0166.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9201431277625763, + "FN": 1301, + "FP": 596, + "IoU": 0.8520973023545922, + "TN": 688102, + "TP": 10929, + "n_pred": 11525, + "n_ref": 12230 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9206754708811431, + "FN": 1199, + "FP": 2465, + "IoU": 0.8530107915112127, + "TN": 676001, + "TP": 21263, + "n_pred": 23728, + "n_ref": 22462 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9561815336463224, + "FN": 201, + "FP": 23, + "IoU": 0.9160419790104948, + "TN": 698260, + "TP": 2444, + "n_pred": 2467, + "n_ref": 2645 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.7795186082143034, + "FN": 4390, + "FP": 71, + "IoU": 0.6386976593504495, + "TN": 688581, + "TP": 7886, + "n_pred": 7957, + "n_ref": 12276 + }, + "9": { + "Dice": 0.9389348329474032, + "FN": 1034, + "FP": 1735, + "IoU": 0.8848983663798479, + "TN": 676871, + "TP": 21288, + "n_pred": 23023, + "n_ref": 22322 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0170.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0170.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7924528301886793, + "FN": 21, + "FP": 1, + "IoU": 0.65625, + "TN": 1051328, + "TP": 42, + "n_pred": 43, + "n_ref": 63 + }, + "10": { + "Dice": 0.8814246238870126, + "FN": 513, + "FP": 1418, + "IoU": 0.7879885814668424, + "TN": 1042284, + "TP": 7177, + "n_pred": 8595, + "n_ref": 7690 + }, + "11": { + "Dice": 0.7634500426985482, + "FN": 53, + "FP": 224, + "IoU": 0.6174033149171271, + "TN": 1050668, + "TP": 447, + "n_pred": 671, + "n_ref": 500 + }, + "12": { + "Dice": 0.5731895223420647, + "FN": 269, + "FP": 8, + "IoU": 0.4017278617710583, + "TN": 1050929, + "TP": 186, + "n_pred": 194, + "n_ref": 455 + }, + "13": { + "Dice": 0.8051087062493907, + "FN": 1926, + "FP": 2072, + "IoU": 0.6737924281984334, + "TN": 1039136, + "TP": 8258, + "n_pred": 10330, + "n_ref": 10184 + }, + "14": { + "Dice": 0.4199670104466919, + "FN": 34550, + "FP": 263, + "IoU": 0.26579635566053655, + "TN": 1003976, + "TP": 12603, + "n_pred": 12866, + "n_ref": 47153 + }, + "15": { + "Dice": 0.8839024390243903, + "FN": 961, + "FP": 1181, + "IoU": 0.791958041958042, + "TN": 1041096, + "TP": 8154, + "n_pred": 9335, + "n_ref": 9115 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9162235953441586, + "FN": 923, + "FP": 1992, + "IoU": 0.8453990983823919, + "TN": 1032537, + "TP": 15940, + "n_pred": 17932, + "n_ref": 16863 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8825333176082085, + "FN": 1515, + "FP": 477, + "IoU": 0.7897625329815303, + "TN": 1041917, + "TP": 7483, + "n_pred": 7960, + "n_ref": 8998 + }, + "6": { + "Dice": 0.889194464158978, + "FN": 3492, + "FP": 6500, + "IoU": 0.8004951681175625, + "TN": 1001308, + "TP": 40092, + "n_pred": 46592, + "n_ref": 43584 + }, + "7": { + "Dice": 0.7717517028659555, + "FN": 656, + "FP": 2896, + "IoU": 0.6283352516480067, + "TN": 1041835, + "TP": 6005, + "n_pred": 8901, + "n_ref": 6661 + }, + "8": { + "Dice": 0.9602144119998649, + "FN": 1693, + "FP": 1840, + "IoU": 0.9234734767257998, + "TN": 1005225, + "TP": 42634, + "n_pred": 44474, + "n_ref": 44327 + }, + "9": { + "Dice": 0.8185654008438819, + "FN": 6483, + "FP": 1902, + "IoU": 0.6928571428571428, + "TN": 1024092, + "TP": 18915, + "n_pred": 20817, + "n_ref": 25398 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0186.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0186.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8800032791588958, + "FN": 4864, + "FP": 991, + "IoU": 0.7857195139803835, + "TN": 848836, + "TP": 21469, + "n_pred": 22460, + "n_ref": 26333 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.05365853658536585, + "FN": 4268, + "FP": 0, + "IoU": 0.02756892230576441, + "TN": 871771, + "TP": 121, + "n_pred": 121, + "n_ref": 4389 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 350, + "IoU": 0.0, + "TN": 875810, + "TP": 0, + "n_pred": 350, + "n_ref": 0 + }, + "3": { + "Dice": 0.9559628420788351, + "FN": 665, + "FP": 212, + "IoU": 0.9156406310119277, + "TN": 865764, + "TP": 9519, + "n_pred": 9731, + "n_ref": 10184 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.947507948746827, + "FN": 2989, + "FP": 3070, + "IoU": 0.9002518808751626, + "TN": 815417, + "TP": 54684, + "n_pred": 57754, + "n_ref": 57673 + }, + "7": { + "Dice": 0.9348985600078836, + "FN": 1205, + "FP": 4080, + "IoU": 0.8777554183147133, + "TN": 832927, + "TP": 37948, + "n_pred": 42028, + "n_ref": 39153 + }, + "8": { + "Dice": 0.8902038132807364, + "FN": 155, + "FP": 12, + "IoU": 0.8021327014218009, + "TN": 875316, + "TP": 677, + "n_pred": 689, + "n_ref": 832 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0224.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0224.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9608759513953798, + "FN": 77, + "FP": 216, + "IoU": 0.924698021074274, + "TN": 1573197, + "TP": 3598, + "n_pred": 3814, + "n_ref": 3675 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.1634695579649708, + "FN": 4936, + "FP": 79, + "IoU": 0.08900999091734786, + "TN": 1571583, + "TP": 490, + "n_pred": 569, + "n_ref": 5426 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9877694154978344, + "FN": 7776, + "FP": 2415, + "IoU": 0.9758343905244063, + "TN": 1155373, + "TP": 411524, + "n_pred": 413939, + "n_ref": 419300 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.949006530498819, + "FN": 264, + "FP": 470, + "IoU": 0.9029613960867267, + "TN": 1569524, + "TP": 6830, + "n_pred": 7300, + "n_ref": 7094 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0237.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0237.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9681348664977587, + "FN": 1350, + "FP": 1920, + "IoU": 0.9382377939371045, + "TN": 3101231, + "TP": 49675, + "n_pred": 51595, + "n_ref": 51025 + }, + "10": { + "Dice": 0.8721161191749427, + "FN": 674, + "FP": 2674, + "IoU": 0.7732321863993498, + "TN": 3139412, + "TP": 11416, + "n_pred": 14090, + "n_ref": 12090 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6760645537623955, + "FN": 1317, + "FP": 2015, + "IoU": 0.5106476721985608, + "TN": 3147367, + "TP": 3477, + "n_pred": 5492, + "n_ref": 4794 + }, + "14": { + "Dice": 0.16285714285714287, + "FN": 19189, + "FP": 735, + "IoU": 0.08864696734059098, + "TN": 3132314, + "TP": 1938, + "n_pred": 2673, + "n_ref": 21127 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9702949943467982, + "FN": 98, + "FP": 191, + "IoU": 0.9423038530644839, + "TN": 3149167, + "TP": 4720, + "n_pred": 4911, + "n_ref": 4818 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 15, + "IoU": 0.0, + "TN": 3154161, + "TP": 0, + "n_pred": 15, + "n_ref": 0 + }, + "4": { + "Dice": 0.025628856193640248, + "FN": 343, + "FP": 1710, + "IoU": 0.012980769230769231, + "TN": 3152096, + "TP": 27, + "n_pred": 1737, + "n_ref": 370 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9583124899772378, + "FN": 9095, + "FP": 8322, + "IoU": 0.9199615822947685, + "TN": 2936568, + "TP": 200191, + "n_pred": 208513, + "n_ref": 209286 + }, + "7": { + "Dice": 0.9343045463249449, + "FN": 3801, + "FP": 22273, + "IoU": 0.8767087661892445, + "TN": 2942693, + "TP": 185409, + "n_pred": 207682, + "n_ref": 189210 + }, + "8": { + "Dice": 0.6966580976863753, + "FN": 194, + "FP": 278, + "IoU": 0.534516765285996, + "TN": 3153162, + "TP": 542, + "n_pred": 820, + "n_ref": 736 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 61, + "IoU": 0.0, + "TN": 3154115, + "TP": 0, + "n_pred": 61, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0242.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0242.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9337731722184374, + "FN": 1940, + "FP": 5448, + "IoU": 0.8757734732311003, + "TN": 1517616, + "TP": 52084, + "n_pred": 57532, + "n_ref": 54024 + }, + "11": { + "Dice": 0.8467614533965245, + "FN": 87, + "FP": 10, + "IoU": 0.7342465753424657, + "TN": 1576723, + "TP": 268, + "n_pred": 278, + "n_ref": 355 + }, + "12": { + "Dice": 0.45579567779960706, + "FN": 127, + "FP": 427, + "IoU": 0.2951653944020356, + "TN": 1576302, + "TP": 232, + "n_pred": 659, + "n_ref": 359 + }, + "13": { + "Dice": 0.5531674208144797, + "FN": 5811, + "FP": 7619, + "IoU": 0.382329945269742, + "TN": 1555345, + "TP": 8313, + "n_pred": 15932, + "n_ref": 14124 + }, + "14": { + "Dice": 0.7953420135705116, + "FN": 2766, + "FP": 1698, + "IoU": 0.6602222560511494, + "TN": 1563950, + "TP": 8674, + "n_pred": 10372, + "n_ref": 11440 + }, + "15": { + "Dice": 0.7373116455443568, + "FN": 42165, + "FP": 10483, + "IoU": 0.58392210789195, + "TN": 1450554, + "TP": 73886, + "n_pred": 84369, + "n_ref": 116051 + }, + "2": { + "Dice": 0.9656965020456214, + "FN": 1725, + "FP": 1218, + "IoU": 0.9336684096646232, + "TN": 1532720, + "TP": 41425, + "n_pred": 42643, + "n_ref": 43150 + }, + "3": { + "Dice": 0.9421637948788357, + "FN": 2649, + "FP": 4091, + "IoU": 0.8906518705993056, + "TN": 1515450, + "TP": 54898, + "n_pred": 58989, + "n_ref": 57547 + }, + "4": { + "Dice": 0.6476299257567104, + "FN": 94, + "FP": 523, + "IoU": 0.47888513513513514, + "TN": 1575904, + "TP": 567, + "n_pred": 1090, + "n_ref": 661 + }, + "5": { + "Dice": 0.7709251101321586, + "FN": 188, + "FP": 1060, + "IoU": 0.6272401433691757, + "TN": 1573740, + "TP": 2100, + "n_pred": 3160, + "n_ref": 2288 + }, + "6": { + "Dice": 0.9669464112692853, + "FN": 6049, + "FP": 5038, + "IoU": 0.9360079881793415, + "TN": 1403832, + "TP": 162169, + "n_pred": 167207, + "n_ref": 168218 + }, + "7": { + "Dice": 0.981721586417599, + "FN": 10602, + "FP": 2231, + "IoU": 0.9640993792295061, + "TN": 1219629, + "TP": 344626, + "n_pred": 346857, + "n_ref": 355228 + }, + "8": { + "Dice": 0.9380435757195373, + "FN": 520, + "FP": 2244, + "IoU": 0.8833164471462344, + "TN": 1553400, + "TP": 20924, + "n_pred": 23168, + "n_ref": 21444 + }, + "9": { + "Dice": 0.918918918918919, + "FN": 473, + "FP": 2707, + "IoU": 0.85, + "TN": 1555888, + "TP": 18020, + "n_pred": 20727, + "n_ref": 18493 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0259.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0259.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.973212888223062, + "FN": 3601, + "FP": 3587, + "IoU": 0.9478234359007861, + "TN": 1789789, + "TP": 130575, + "n_pred": 134162, + "n_ref": 134176 + }, + "10": { + "Dice": 0.7664499762169018, + "FN": 411, + "FP": 1062, + "IoU": 0.6213367609254499, + "TN": 1923662, + "TP": 2417, + "n_pred": 3479, + "n_ref": 2828 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5321100917431193, + "FN": 903, + "FP": 321, + "IoU": 0.3625, + "TN": 1925632, + "TP": 696, + "n_pred": 1017, + "n_ref": 1599 + }, + "14": { + "Dice": 0.902490437412303, + "FN": 136243, + "FP": 728, + "IoU": 0.8223075845320381, + "TN": 1156720, + "TP": 633861, + "n_pred": 634589, + "n_ref": 770104 + }, + "15": { + "Dice": 0.8282638473368509, + "FN": 22910, + "FP": 11819, + "IoU": 0.7068689017184915, + "TN": 1809076, + "TP": 83747, + "n_pred": 95566, + "n_ref": 106657 + }, + "2": { + "Dice": 0.9690353765551248, + "FN": 1340, + "FP": 569, + "IoU": 0.9399307740717432, + "TN": 1895772, + "TP": 29871, + "n_pred": 30440, + "n_ref": 31211 + }, + "3": { + "Dice": 0.966872770511296, + "FN": 6597, + "FP": 1761, + "IoU": 0.9358699905623461, + "TN": 1797223, + "TP": 121971, + "n_pred": 123732, + "n_ref": 128568 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.4478648777497787, + "FN": 1757, + "FP": 22564, + "IoU": 0.2885476086002633, + "TN": 1893367, + "TP": 9864, + "n_pred": 32428, + "n_ref": 11621 + }, + "7": { + "Dice": 0.17828711642756562, + "FN": 1179, + "FP": 57760, + "IoU": 0.09786784626452176, + "TN": 1862219, + "TP": 6394, + "n_pred": 64154, + "n_ref": 7573 + }, + "8": { + "Dice": 0.24489795918367346, + "FN": 12, + "FP": 25, + "IoU": 0.13953488372093023, + "TN": 1927509, + "TP": 6, + "n_pred": 31, + "n_ref": 18 + }, + "9": { + "Dice": 0.8557639774175925, + "FN": 2392, + "FP": 776, + "IoU": 0.7478911348082127, + "TN": 1914986, + "TP": 9398, + "n_pred": 10174, + "n_ref": 11790 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0268.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0268.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.5172034736726393, + "FN": 8643, + "FP": 141, + "IoU": 0.34880272814886204, + "TN": 1388367, + "TP": 4705, + "n_pred": 4846, + "n_ref": 13348 + }, + "5": { + "Dice": 0.6732673267326733, + "FN": 4, + "FP": 161, + "IoU": 0.5074626865671642, + "TN": 1401521, + "TP": 170, + "n_pred": 331, + "n_ref": 174 + }, + "6": { + "Dice": 0.9740017124620534, + "FN": 2303, + "FP": 4377, + "IoU": 0.9493209923374555, + "TN": 1270046, + "TP": 125130, + "n_pred": 129507, + "n_ref": 127433 + }, + "7": { + "Dice": 0.8321722609246358, + "FN": 102, + "FP": 163, + "IoU": 0.7125813449023861, + "TN": 1400934, + "TP": 657, + "n_pred": 820, + "n_ref": 759 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 1318, + "IoU": 0.0, + "TN": 1400538, + "TP": 0, + "n_pred": 1318, + "n_ref": 0 + }, + "9": { + "Dice": 0.8369234835469803, + "FN": 446, + "FP": 2022, + "IoU": 0.7195773207590047, + "TN": 1393055, + "TP": 6333, + "n_pred": 8355, + "n_ref": 6779 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0296.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0296.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9474923801607094, + "FN": 384, + "FP": 374, + "IoU": 0.9002237725417929, + "TN": 868563, + "TP": 6839, + "n_pred": 7213, + "n_ref": 7223 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.884437596302003, + "FN": 1478, + "FP": 5197, + "IoU": 0.7928176795580111, + "TN": 843942, + "TP": 25543, + "n_pred": 30740, + "n_ref": 27021 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 17, + "FP": 0, + "IoU": 0.0, + "TN": 876143, + "TP": 0, + "n_pred": 0, + "n_ref": 17 + }, + "5": { + "Dice": 0.44550063371356147, + "FN": 13, + "FP": 1737, + "IoU": 0.2865878516102731, + "TN": 873707, + "TP": 703, + "n_pred": 2440, + "n_ref": 716 + }, + "6": { + "Dice": 0.9871344856380659, + "FN": 1924, + "FP": 3299, + "IoU": 0.9745958092569894, + "TN": 670564, + "TP": 200373, + "n_pred": 203672, + "n_ref": 202297 + }, + "7": { + "Dice": 0.8270027624309392, + "FN": 1546, + "FP": 458, + "IoU": 0.7050338534000589, + "TN": 869366, + "TP": 4790, + "n_pred": 5248, + "n_ref": 6336 + }, + "8": { + "Dice": 0.6377551020408163, + "FN": 0, + "FP": 142, + "IoU": 0.4681647940074906, + "TN": 875893, + "TP": 125, + "n_pred": 267, + "n_ref": 125 + }, + "9": { + "Dice": 0.8560084700899947, + "FN": 2953, + "FP": 855, + "IoU": 0.7482646922720962, + "TN": 861033, + "TP": 11319, + "n_pred": 12174, + "n_ref": 14272 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0299.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0299.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6823529411764706, + "FN": 5, + "FP": 265, + "IoU": 0.5178571428571429, + "TN": 1050832, + "TP": 290, + "n_pred": 555, + "n_ref": 295 + }, + "10": { + "Dice": 0.29901269393511987, + "FN": 988, + "FP": 6, + "IoU": 0.175787728026534, + "TN": 1050186, + "TP": 212, + "n_pred": 218, + "n_ref": 1200 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.37522046543570214, + "FN": 26024, + "FP": 14005, + "IoU": 0.2309362331649023, + "TN": 999343, + "TP": 12020, + "n_pred": 26025, + "n_ref": 38044 + }, + "15": { + "Dice": 0.8629982249475553, + "FN": 62, + "FP": 7579, + "IoU": 0.7590122055066705, + "TN": 1019685, + "TP": 24066, + "n_pred": 31645, + "n_ref": 24128 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6666666666666666, + "FN": 59, + "FP": 37, + "IoU": 0.5, + "TN": 1051200, + "TP": 96, + "n_pred": 133, + "n_ref": 155 + }, + "7": { + "Dice": 0.8489764510779436, + "FN": 231, + "FP": 56686, + "IoU": 0.7375839111832398, + "TN": 834496, + "TP": 159979, + "n_pred": 216665, + "n_ref": 160210 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0348.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0348.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9879803845127931, + "FN": 1598, + "FP": 1331, + "IoU": 0.976246279611052, + "TN": 2855637, + "TP": 120378, + "n_pred": 121709, + "n_ref": 121976 + }, + "10": { + "Dice": 0.7575243193836914, + "FN": 5906, + "FP": 1522, + "IoU": 0.6096894540486575, + "TN": 2959913, + "TP": 11603, + "n_pred": 13125, + "n_ref": 17509 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.11731843575418995, + "FN": 801, + "FP": 1727, + "IoU": 0.06231454005934718, + "TN": 2976248, + "TP": 168, + "n_pred": 1895, + "n_ref": 969 + }, + "14": { + "Dice": 0.23543139542864988, + "FN": 33396, + "FP": 21, + "IoU": 0.133421503034075, + "TN": 2940382, + "TP": 5145, + "n_pred": 5166, + "n_ref": 38541 + }, + "15": { + "Dice": 0.8942152193587632, + "FN": 5665, + "FP": 8595, + "IoU": 0.8086702177617368, + "TN": 2904413, + "TP": 60271, + "n_pred": 68866, + "n_ref": 65936 + }, + "2": { + "Dice": 0.9408415058525783, + "FN": 589, + "FP": 159, + "IoU": 0.8882915173237754, + "TN": 2972248, + "TP": 5948, + "n_pred": 6107, + "n_ref": 6537 + }, + "3": { + "Dice": 0.9263434798947764, + "FN": 180, + "FP": 212, + "IoU": 0.8627931396569829, + "TN": 2976087, + "TP": 2465, + "n_pred": 2677, + "n_ref": 2645 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9741343141642426, + "FN": 2418, + "FP": 4980, + "IoU": 0.9495729583455459, + "TN": 2832237, + "TP": 139309, + "n_pred": 144289, + "n_ref": 141727 + }, + "7": { + "Dice": 0.9479489932491065, + "FN": 3766, + "FP": 13929, + "IoU": 0.9010485111142178, + "TN": 2800119, + "TP": 161130, + "n_pred": 175059, + "n_ref": 164896 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0374.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0374.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.8360170883996056, + "FN": 648, + "FP": 849, + "IoU": 0.7182382834556748, + "TN": 3324095, + "TP": 3816, + "n_pred": 4665, + "n_ref": 4464 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 3329407, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8195911647688298, + "FN": 8834, + "FP": 371, + "IoU": 0.694328219432822, + "TN": 3299294, + "TP": 20909, + "n_pred": 21280, + "n_ref": 29743 + }, + "15": { + "Dice": 0.9134761737501463, + "FN": 880, + "FP": 598, + "IoU": 0.8407327586206896, + "TN": 3320128, + "TP": 7802, + "n_pred": 8400, + "n_ref": 8682 + }, + "2": { + "Dice": 0.9683026915247666, + "FN": 975, + "FP": 987, + "IoU": 0.93855308487316, + "TN": 3297478, + "TP": 29968, + "n_pred": 30955, + "n_ref": 30943 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.980167703033729, + "FN": 1645, + "FP": 1723, + "IoU": 0.9611067485796111, + "TN": 3242812, + "TP": 83228, + "n_pred": 84951, + "n_ref": 84873 + }, + "7": { + "Dice": 0.8200934579439252, + "FN": 135, + "FP": 19, + "IoU": 0.695049504950495, + "TN": 3328903, + "TP": 351, + "n_pred": 370, + "n_ref": 486 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9068218467363107, + "FN": 1195, + "FP": 134, + "IoU": 0.8295279630579785, + "TN": 3321612, + "TP": 6467, + "n_pred": 6601, + "n_ref": 7662 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0378.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0378.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7372740094883959, + "FN": 2152, + "FP": 1946, + "IoU": 0.5838748984565394, + "TN": 3144328, + "TP": 5750, + "n_pred": 7696, + "n_ref": 7902 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7749075253168395, + "FN": 6460, + "FP": 964, + "IoU": 0.6325298223036183, + "TN": 3133973, + "TP": 12779, + "n_pred": 13743, + "n_ref": 19239 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8177118453585075, + "FN": 140, + "FP": 671, + "IoU": 0.6916349809885931, + "TN": 3151546, + "TP": 1819, + "n_pred": 2490, + "n_ref": 1959 + }, + "6": { + "Dice": 0.9722924745686506, + "FN": 1328, + "FP": 644, + "IoU": 0.9460789675161325, + "TN": 3117604, + "TP": 34600, + "n_pred": 35244, + "n_ref": 35928 + }, + "7": { + "Dice": 0.9031098036418376, + "FN": 36616, + "FP": 2775, + "IoU": 0.8233365624383331, + "TN": 2931204, + "TP": 183581, + "n_pred": 186356, + "n_ref": 220197 + }, + "8": { + "Dice": 0.9189083820662768, + "FN": 1474, + "FP": 190, + "IoU": 0.849981968986657, + "TN": 3143084, + "TP": 9428, + "n_pred": 9618, + "n_ref": 10902 + }, + "9": { + "Dice": 0.8427549720779857, + "FN": 1081, + "FP": 524, + "IoU": 0.7282424652895361, + "TN": 3148270, + "TP": 4301, + "n_pred": 4825, + "n_ref": 5382 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0392.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0392.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9729664752237212, + "FN": 1751, + "FP": 273, + "IoU": 0.947356100606029, + "TN": 1012945, + "TP": 36423, + "n_pred": 36696, + "n_ref": 38174 + }, + "10": { + "Dice": 0.9205585510853035, + "FN": 993, + "FP": 1880, + "IoU": 0.8528100824837338, + "TN": 1031873, + "TP": 16646, + "n_pred": 18526, + "n_ref": 17639 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 25, + "IoU": 0.0, + "TN": 1051367, + "TP": 0, + "n_pred": 25, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9688308126322388, + "FN": 1137, + "FP": 2045, + "IoU": 0.9395459295145816, + "TN": 998757, + "TP": 49453, + "n_pred": 51498, + "n_ref": 50590 + }, + "3": { + "Dice": 0.9580395256916996, + "FN": 799, + "FP": 528, + "IoU": 0.9194586064578781, + "TN": 1034916, + "TP": 15149, + "n_pred": 15677, + "n_ref": 15948 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9575214053734868, + "FN": 547, + "FP": 1755, + "IoU": 0.9185046199596417, + "TN": 1023145, + "TP": 25945, + "n_pred": 27700, + "n_ref": 26492 + }, + "7": { + "Dice": 0.9733981411540609, + "FN": 636, + "FP": 984, + "IoU": 0.948174925621421, + "TN": 1020133, + "TP": 29639, + "n_pred": 30623, + "n_ref": 30275 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0400.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0400.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 156, + "IoU": 0.0, + "TN": 876004, + "TP": 0, + "n_pred": 156, + "n_ref": 0 + }, + "15": { + "Dice": 0.8851080922119096, + "FN": 4113, + "FP": 3896, + "IoU": 0.7938958799763247, + "TN": 837301, + "TP": 30850, + "n_pred": 34746, + "n_ref": 34963 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9436311813376871, + "FN": 1646, + "FP": 391, + "IoU": 0.8932781474301881, + "TN": 857073, + "TP": 17050, + "n_pred": 17441, + "n_ref": 18696 + }, + "7": { + "Dice": 0.7061279260474131, + "FN": 226, + "FP": 1745, + "IoU": 0.54574786817239, + "TN": 871821, + "TP": 2368, + "n_pred": 4113, + "n_ref": 2594 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0401.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0401.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": 0.6913598007810772, + "FN": 3772.822222222222, + "FP": 2424.5888888888885, + "IoU": 0.6052681401825044, + "TN": 1784893.9866666668, + "TP": 25480.335555555557, + "n_pred": 27904.92444444444, + "n_ref": 29253.15777777778 + }, + "mean": { + "1": { + "Dice": 0.8647944000551524, + "FN": 1989.2333333333333, + "FP": 859.2333333333333, + "IoU": 0.7993103155381759, + "TN": 1797890.3333333333, + "TP": 15832.933333333332, + "n_pred": 16692.166666666668, + "n_ref": 17822.166666666668 + }, + "10": { + "Dice": 0.7190173306324001, + "FN": 3917.9, + "FP": 2869.366666666667, + "IoU": 0.6057963458814896, + "TN": 1797194.6, + "TP": 12589.866666666667, + "n_pred": 15459.233333333334, + "n_ref": 16507.766666666666 + }, + "11": { + "Dice": 0.35148973939579714, + "FN": 226.6, + "FP": 112.36666666666666, + "IoU": 0.2723636469266449, + "TN": 1815863.3, + "TP": 369.46666666666664, + "n_pred": 481.8333333333333, + "n_ref": 596.0666666666667 + }, + "12": { + "Dice": 0.3918896849649765, + "FN": 120.1, + "FP": 65.63333333333334, + "IoU": 0.28795416923638806, + "TN": 1816222.0, + "TP": 164.0, + "n_pred": 229.63333333333333, + "n_ref": 284.1 + }, + "13": { + "Dice": 0.5213128330905904, + "FN": 4321.233333333334, + "FP": 2048.766666666667, + "IoU": 0.4011921878268637, + "TN": 1805332.2333333334, + "TP": 4869.5, + "n_pred": 6918.266666666666, + "n_ref": 9190.733333333334 + }, + "14": { + "Dice": 0.758241131275089, + "FN": 1515.5333333333333, + "FP": 677.8, + "IoU": 0.6386550024506699, + "TN": 1808662.5, + "TP": 5715.9, + "n_pred": 6393.7, + "n_ref": 7231.433333333333 + }, + "15": { + "Dice": 0.7059432459328518, + "FN": 2611.6666666666665, + "FP": 5050.2, + "IoU": 0.6248045221716804, + "TN": 1791056.4, + "TP": 17853.466666666667, + "n_pred": 22903.666666666668, + "n_ref": 20465.133333333335 + }, + "2": { + "Dice": 0.7244053511856942, + "FN": 6737.466666666666, + "FP": 3045.1, + "IoU": 0.6720855318064555, + "TN": 1775388.4333333333, + "TP": 31400.733333333334, + "n_pred": 34445.833333333336, + "n_ref": 38138.2 + }, + "3": { + "Dice": 0.740625040125477, + "FN": 798.3333333333334, + "FP": 6261.566666666667, + "IoU": 0.6873685724991301, + "TN": 1789108.0, + "TP": 20403.833333333332, + "n_pred": 26665.4, + "n_ref": 21202.166666666668 + }, + "4": { + "Dice": 0.52766523639609, + "FN": 935.0, + "FP": 1392.2666666666667, + "IoU": 0.4442355409640113, + "TN": 1808563.0333333334, + "TP": 5681.433333333333, + "n_pred": 7073.7, + "n_ref": 6616.433333333333 + }, + "5": { + "Dice": 0.7329139469995506, + "FN": 322.96666666666664, + "FP": 220.23333333333332, + "IoU": 0.6170580319061991, + "TN": 1814968.2333333334, + "TP": 1060.3, + "n_pred": 1280.5333333333333, + "n_ref": 1383.2666666666667 + }, + "6": { + "Dice": 0.9284714281733645, + "FN": 23583.9, + "FP": 6114.9, + "IoU": 0.8734180740363807, + "TN": 1621416.7333333334, + "TP": 165456.2, + "n_pred": 171571.1, + "n_ref": 189040.1 + }, + "7": { + "Dice": 0.8389482758961782, + "FN": 7619.033333333334, + "FP": 5484.966666666666, + "IoU": 0.7615264056876612, + "TN": 1719911.9666666666, + "TP": 83555.76666666666, + "n_pred": 89040.73333333334, + "n_ref": 91174.8 + }, + "8": { + "Dice": 0.778386594608194, + "FN": 633.9333333333333, + "FP": 1042.5666666666666, + "IoU": 0.7114527679417497, + "TN": 1805857.0666666667, + "TP": 9038.166666666666, + "n_pred": 10080.733333333334, + "n_ref": 9672.1 + }, + "9": { + "Dice": 0.7862927729847509, + "FN": 1259.4333333333334, + "FP": 1123.8666666666666, + "IoU": 0.6818009878640671, + "TN": 1805974.9666666666, + "TP": 8213.466666666667, + "n_pred": 9337.333333333334, + "n_ref": 9472.9 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9377708576618659, + "FN": 1551, + "FP": 3245, + "IoU": 0.8828329220921994, + "TN": 2938011, + "TP": 36137, + "n_pred": 39382, + "n_ref": 37688 + }, + "10": { + "Dice": 0.7806237713816272, + "FN": 2537, + "FP": 4940, + "IoU": 0.6401828681424446, + "TN": 2958164, + "TP": 13303, + "n_pred": 18243, + "n_ref": 15840 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6413223140495867, + "FN": 1254, + "FP": 265, + "IoU": 0.4720194647201946, + "TN": 2976067, + "TP": 1358, + "n_pred": 1623, + "n_ref": 2612 + }, + "13": { + "Dice": 0.6523605150214592, + "FN": 872, + "FP": 667, + "IoU": 0.4840764331210191, + "TN": 2975961, + "TP": 1444, + "n_pred": 2111, + "n_ref": 2316 + }, + "14": { + "Dice": 0.826127568721644, + "FN": 688, + "FP": 1918, + "IoU": 0.7037626463567125, + "TN": 2970147, + "TP": 6191, + "n_pred": 8109, + "n_ref": 6879 + }, + "15": { + "Dice": 0.8696541193653323, + "FN": 6284, + "FP": 3533, + "IoU": 0.7693699196541841, + "TN": 2936378, + "TP": 32749, + "n_pred": 36282, + "n_ref": 39033 + }, + "2": { + "Dice": 0.9493721747865395, + "FN": 319, + "FP": 1697, + "IoU": 0.9036236733913376, + "TN": 2958026, + "TP": 18902, + "n_pred": 20599, + "n_ref": 19221 + }, + "3": { + "Dice": 0.8686030428769018, + "FN": 254, + "FP": 31, + "IoU": 0.7677261613691931, + "TN": 2977717, + "TP": 942, + "n_pred": 973, + "n_ref": 1196 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7407407407407407, + "FN": 462, + "FP": 126, + "IoU": 0.5882352941176471, + "TN": 2977516, + "TP": 840, + "n_pred": 966, + "n_ref": 1302 + }, + "6": { + "Dice": 0.9732817135099804, + "FN": 6728, + "FP": 3900, + "IoU": 0.9479540067775362, + "TN": 2774740, + "TP": 193576, + "n_pred": 197476, + "n_ref": 200304 + }, + "7": { + "Dice": 0.9308025828107881, + "FN": 17995, + "FP": 5753, + "IoU": 0.8705619447321088, + "TN": 2795474, + "TP": 159722, + "n_pred": 165475, + "n_ref": 177717 + }, + "8": { + "Dice": 0.9158362348421178, + "FN": 467, + "FP": 234, + "IoU": 0.8447397563676633, + "TN": 2974429, + "TP": 3814, + "n_pred": 4048, + "n_ref": 4281 + }, + "9": { + "Dice": 0.6725075528700907, + "FN": 1632, + "FP": 536, + "IoU": 0.5065999089667729, + "TN": 2974550, + "TP": 2226, + "n_pred": 2762, + "n_ref": 3858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0001.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0001.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8901945675207089, + "FN": 5902, + "FP": 938, + "IoU": 0.802117687901406, + "TN": 666362, + "TP": 27726, + "n_pred": 28664, + "n_ref": 33628 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.008211353088182792, + "FN": 5224, + "FP": 332, + "IoU": 0.004122602616956444, + "TN": 695349, + "TP": 23, + "n_pred": 355, + "n_ref": 5247 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8172217709179529, + "FN": 133, + "FP": 92, + "IoU": 0.6909340659340659, + "TN": 700200, + "TP": 503, + "n_pred": 595, + "n_ref": 636 + }, + "7": { + "Dice": 0.8310468157796402, + "FN": 3086, + "FP": 79, + "IoU": 0.7109325052516211, + "TN": 689979, + "TP": 7784, + "n_pred": 7863, + "n_ref": 10870 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0009.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0009.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 21, + "IoU": 0.0, + "TN": 2277995, + "TP": 0, + "n_pred": 21, + "n_ref": 0 + }, + "11": { + "Dice": 0.02531645569620253, + "FN": 154, + "FP": 0, + "IoU": 0.01282051282051282, + "TN": 2277860, + "TP": 2, + "n_pred": 2, + "n_ref": 156 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5619715725436504, + "FN": 23610, + "FP": 7423, + "IoU": 0.3907930899096977, + "TN": 2227076, + "TP": 19907, + "n_pred": 27330, + "n_ref": 43517 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.23334959085243592, + "FN": 3149, + "FP": 10998, + "IoU": 0.13208588957055215, + "TN": 2261716, + "TP": 2153, + "n_pred": 13151, + "n_ref": 5302 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 39087, + "IoU": 0.0, + "TN": 2238929, + "TP": 0, + "n_pred": 39087, + "n_ref": 0 + }, + "4": { + "Dice": 0.6023856858846919, + "FN": 2678, + "FP": 6922, + "IoU": 0.4310099573257468, + "TN": 2261144, + "TP": 7272, + "n_pred": 14194, + "n_ref": 9950 + }, + "5": { + "Dice": 0.617169373549884, + "FN": 1387, + "FP": 98, + "IoU": 0.4463087248322148, + "TN": 2275334, + "TP": 1197, + "n_pred": 1295, + "n_ref": 2584 + }, + "6": { + "Dice": 0.9325465316975323, + "FN": 5193, + "FP": 6375, + "IoU": 0.8736179696718087, + "TN": 2186484, + "TP": 79964, + "n_pred": 86339, + "n_ref": 85157 + }, + "7": { + "Dice": 0.8269485948540913, + "FN": 4317, + "FP": 11724, + "IoU": 0.7049551206592113, + "TN": 2223648, + "TP": 38327, + "n_pred": 50051, + "n_ref": 42644 + }, + "8": { + "Dice": 0.6855701877276548, + "FN": 4724, + "FP": 887, + "IoU": 0.5215723055934516, + "TN": 2266288, + "TP": 6117, + "n_pred": 7004, + "n_ref": 10841 + }, + "9": { + "Dice": 0.6951536325360567, + "FN": 2808, + "FP": 595, + "IoU": 0.5327474941644926, + "TN": 2270733, + "TP": 3880, + "n_pred": 4475, + "n_ref": 6688 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0016.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0016.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8095085501208961, + "FN": 3787, + "FP": 2752, + "IoU": 0.6799784662066265, + "TN": 1030959, + "TP": 13894, + "n_pred": 16646, + "n_ref": 17681 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6146272855133614, + "FN": 13554, + "FP": 2886, + "IoU": 0.4436548223350254, + "TN": 1021842, + "TP": 13110, + "n_pred": 15996, + "n_ref": 26664 + }, + "14": { + "Dice": 0.877116235812824, + "FN": 5768, + "FP": 1367, + "IoU": 0.7811282554679592, + "TN": 1018793, + "TP": 25464, + "n_pred": 26831, + "n_ref": 31232 + }, + "15": { + "Dice": 0.8728700450679611, + "FN": 9305, + "FP": 11936, + "IoU": 0.7744182835781268, + "TN": 957231, + "TP": 72920, + "n_pred": 84856, + "n_ref": 82225 + }, + "2": { + "Dice": 0.9644443872097666, + "FN": 908, + "FP": 1853, + "IoU": 0.9313303653592658, + "TN": 1011185, + "TP": 37446, + "n_pred": 39299, + "n_ref": 38354 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8803896436811074, + "FN": 1251, + "FP": 1082, + "IoU": 0.7863357450315963, + "TN": 1040473, + "TP": 8586, + "n_pred": 9668, + "n_ref": 9837 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9671197043974538, + "FN": 4829, + "FP": 2361, + "IoU": 0.936332804987116, + "TN": 938461, + "TP": 105741, + "n_pred": 108102, + "n_ref": 110570 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1317, + "IoU": 0.0, + "TN": 1050075, + "TP": 0, + "n_pred": 1317, + "n_ref": 0 + }, + "8": { + "Dice": 0.8667992047713717, + "FN": 379, + "FP": 90, + "IoU": 0.7649122807017544, + "TN": 1049397, + "TP": 1526, + "n_pred": 1616, + "n_ref": 1905 + }, + "9": { + "Dice": 0.9565470793938609, + "FN": 1851, + "FP": 833, + "IoU": 0.916713212933656, + "TN": 1019166, + "TP": 29542, + "n_pred": 30375, + "n_ref": 31393 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0025.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0025.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8842975206611571, + "FN": 87, + "FP": 25, + "IoU": 0.7925925925925926, + "TN": 1576548, + "TP": 428, + "n_pred": 453, + "n_ref": 515 + }, + "10": { + "Dice": 0.7242491091125064, + "FN": 1862, + "FP": 3013, + "IoU": 0.5677041766427241, + "TN": 1565811, + "TP": 6402, + "n_pred": 9415, + "n_ref": 8264 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7992339610596872, + "FN": 286, + "FP": 343, + "IoU": 0.6656034024455078, + "TN": 1575207, + "TP": 1252, + "n_pred": 1595, + "n_ref": 1538 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.822429906542056, + "FN": 24, + "FP": 52, + "IoU": 0.6984126984126984, + "TN": 1576836, + "TP": 176, + "n_pred": 228, + "n_ref": 200 + }, + "6": { + "Dice": 0.9389764279008399, + "FN": 1240, + "FP": 1165, + "IoU": 0.8849722594222307, + "TN": 1556180, + "TP": 18503, + "n_pred": 19668, + "n_ref": 19743 + }, + "7": { + "Dice": 0.9488185695863506, + "FN": 9533, + "FP": 3366, + "IoU": 0.9026211290785282, + "TN": 1444626, + "TP": 119563, + "n_pred": 122929, + "n_ref": 129096 + }, + "8": { + "Dice": 0.8168776371308016, + "FN": 293, + "FP": 575, + "IoU": 0.6904422253922967, + "TN": 1574284, + "TP": 1936, + "n_pred": 2511, + "n_ref": 2229 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0027.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0027.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7272727272727273, + "FN": 0, + "FP": 6, + "IoU": 0.5714285714285714, + "TN": 2628466, + "TP": 8, + "n_pred": 14, + "n_ref": 8 + }, + "10": { + "Dice": 0.28923076923076924, + "FN": 231, + "FP": 0, + "IoU": 0.16906474820143885, + "TN": 2628202, + "TP": 47, + "n_pred": 47, + "n_ref": 278 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.7076533839342188, + "FN": 2164, + "FP": 2458, + "IoU": 0.5475724353954581, + "TN": 2618264, + "TP": 5594, + "n_pred": 8052, + "n_ref": 7758 + }, + "15": { + "Dice": 0.9100622215964865, + "FN": 18889, + "FP": 4108, + "IoU": 0.8349671326463243, + "TN": 2489132, + "TP": 116351, + "n_pred": 120459, + "n_ref": 135240 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9204414295838818, + "FN": 1734, + "FP": 2195, + "IoU": 0.8526090707881607, + "TN": 2601823, + "TP": 22728, + "n_pred": 24923, + "n_ref": 24462 + }, + "5": { + "Dice": 0.8551020408163266, + "FN": 49, + "FP": 93, + "IoU": 0.7468805704099821, + "TN": 2627919, + "TP": 419, + "n_pred": 512, + "n_ref": 468 + }, + "6": { + "Dice": 0.9438598621285091, + "FN": 3988, + "FP": 12658, + "IoU": 0.893688089566156, + "TN": 2471903, + "TP": 139931, + "n_pred": 152589, + "n_ref": 143919 + }, + "7": { + "Dice": 0.9421296296296297, + "FN": 6073, + "FP": 1277, + "IoU": 0.8905908096280087, + "TN": 2561301, + "TP": 59829, + "n_pred": 61106, + "n_ref": 65902 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7445374719215846, + "FN": 3057, + "FP": 696, + "IoU": 0.5930383864671438, + "TN": 2619258, + "TP": 5469, + "n_pred": 6165, + "n_ref": 8526 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0035.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0035.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 12, + "FP": 0, + "IoU": 0.0, + "TN": 1401844, + "TP": 0, + "n_pred": 0, + "n_ref": 12 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 1401850, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "13": { + "Dice": 0.8532731376975169, + "FN": 1894, + "FP": 381, + "IoU": 0.7440944881889764, + "TN": 1392966, + "TP": 6615, + "n_pred": 6996, + "n_ref": 8509 + }, + "14": { + "Dice": 0.9308238951809904, + "FN": 1245, + "FP": 1247, + "IoU": 0.8705992314882127, + "TN": 1382598, + "TP": 16766, + "n_pred": 18013, + "n_ref": 18011 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.786946386946387, + "FN": 28137, + "FP": 6138, + "IoU": 0.6487317448116833, + "TN": 1304281, + "TP": 63300, + "n_pred": 69438, + "n_ref": 91437 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 26022, + "IoU": 0.0, + "TN": 1375834, + "TP": 0, + "n_pred": 26022, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9872257216585726, + "FN": 1490, + "FP": 901, + "IoU": 0.9747736912071913, + "TN": 1307074, + "TP": 92391, + "n_pred": 93292, + "n_ref": 93881 + }, + "7": { + "Dice": 0.8886498117267349, + "FN": 194, + "FP": 13, + "IoU": 0.7996127783155856, + "TN": 1400823, + "TP": 826, + "n_pred": 839, + "n_ref": 1020 + }, + "8": { + "Dice": 0.812056315685108, + "FN": 969, + "FP": 3770, + "IoU": 0.6835814916204848, + "TN": 1386879, + "TP": 10238, + "n_pred": 14008, + "n_ref": 11207 + }, + "9": { + "Dice": 0.7526501766784452, + "FN": 224, + "FP": 2996, + "IoU": 0.603399433427762, + "TN": 1393737, + "TP": 4899, + "n_pred": 7895, + "n_ref": 5123 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0038.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0038.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8047477744807122, + "FN": 207, + "FP": 451, + "IoU": 0.6732869910625621, + "TN": 2100770, + "TP": 1356, + "n_pred": 1807, + "n_ref": 1563 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 765, + "IoU": 0.0, + "TN": 2102019, + "TP": 0, + "n_pred": 765, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 34, + "IoU": 0.0, + "TN": 2102750, + "TP": 0, + "n_pred": 34, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 11, + "IoU": 0.0, + "TN": 2102773, + "TP": 0, + "n_pred": 11, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9554134201651355, + "FN": 1535, + "FP": 382, + "IoU": 0.9146330602066263, + "TN": 2080328, + "TP": 20539, + "n_pred": 20921, + "n_ref": 22074 + }, + "7": { + "Dice": 0.9796408059075576, + "FN": 2097, + "FP": 3486, + "IoU": 0.9600940645013724, + "TN": 1962880, + "TP": 134321, + "n_pred": 137807, + "n_ref": 136418 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0048.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0048.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7739130434782608, + "FN": 45, + "FP": 7, + "IoU": 0.6312056737588653, + "TN": 1226483, + "TP": 89, + "n_pred": 96, + "n_ref": 134 + }, + "10": { + "Dice": 0.6071295047058632, + "FN": 15146, + "FP": 9023, + "IoU": 0.4358836709924377, + "TN": 1183780, + "TP": 18675, + "n_pred": 27698, + "n_ref": 33821 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 9, + "IoU": 0.0, + "TN": 1226615, + "TP": 0, + "n_pred": 9, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.3378502105841421, + "FN": 2818, + "FP": 4414, + "IoU": 0.2032609893136499, + "TN": 1217547, + "TP": 1845, + "n_pred": 6259, + "n_ref": 4663 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9337867072087536, + "FN": 6604, + "FP": 5547, + "IoU": 0.8757972851418758, + "TN": 1128792, + "TP": 85681, + "n_pred": 91228, + "n_ref": 92285 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 1226621, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "4": { + "Dice": 0.09327846364883402, + "FN": 1311, + "FP": 11, + "IoU": 0.04892086330935252, + "TN": 1225234, + "TP": 68, + "n_pred": 79, + "n_ref": 1379 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9710632867137836, + "FN": 8624, + "FP": 11737, + "IoU": 0.9437541436464089, + "TN": 864624, + "TP": 341639, + "n_pred": 353376, + "n_ref": 350263 + }, + "7": { + "Dice": 0.9520373633134771, + "FN": 9657, + "FP": 5778, + "IoU": 0.9084649871904356, + "TN": 1058000, + "TP": 153189, + "n_pred": 158967, + "n_ref": 162846 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0049.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0049.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9325309992706053, + "FN": 193, + "FP": 547, + "IoU": 0.8735907072087462, + "TN": 695074, + "TP": 5114, + "n_pred": 5661, + "n_ref": 5307 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9475410580317114, + "FN": 1702, + "FP": 7542, + "IoU": 0.9003116608612193, + "TN": 608199, + "TP": 83485, + "n_pred": 91027, + "n_ref": 85187 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7467621934417195, + "FN": 143, + "FP": 1695, + "IoU": 0.5958663148636764, + "TN": 696380, + "TP": 2710, + "n_pred": 4405, + "n_ref": 2853 + }, + "6": { + "Dice": 0.6638249600385006, + "FN": 19197, + "FP": 362, + "IoU": 0.49680987908412655, + "TN": 662058, + "TP": 19311, + "n_pred": 19673, + "n_ref": 38508 + }, + "7": { + "Dice": 0.6667974112571092, + "FN": 1098, + "FP": 601, + "IoU": 0.5001471020888497, + "TN": 697529, + "TP": 1700, + "n_pred": 2301, + "n_ref": 2798 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8005825677795205, + "FN": 171, + "FP": 1609, + "IoU": 0.6674761815804222, + "TN": 695575, + "TP": 3573, + "n_pred": 5182, + "n_ref": 3744 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0076.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0076.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9361276196434157, + "FN": 1302, + "FP": 1761, + "IoU": 0.8799247324473715, + "TN": 3303899, + "TP": 22446, + "n_pred": 24207, + "n_ref": 23748 + }, + "10": { + "Dice": 0.8843053005377898, + "FN": 7415, + "FP": 4998, + "IoU": 0.7926050925616521, + "TN": 3269556, + "TP": 47439, + "n_pred": 52437, + "n_ref": 54854 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7051319222963178, + "FN": 846, + "FP": 171, + "IoU": 0.5445588893864756, + "TN": 3327175, + "TP": 1216, + "n_pred": 1387, + "n_ref": 2062 + }, + "13": { + "Dice": 0.6438652952188637, + "FN": 8612, + "FP": 8319, + "IoU": 0.47477974934855444, + "TN": 3297172, + "TP": 15305, + "n_pred": 23624, + "n_ref": 23917 + }, + "14": { + "Dice": 0.7921391952773031, + "FN": 2780, + "FP": 5248, + "IoU": 0.6558199356913184, + "TN": 3306083, + "TP": 15297, + "n_pred": 20545, + "n_ref": 18077 + }, + "15": { + "Dice": 0.9366460889667962, + "FN": 11664, + "FP": 805, + "IoU": 0.8808413447755203, + "TN": 3224766, + "TP": 92173, + "n_pred": 92978, + "n_ref": 103837 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 3329407, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "3": { + "Dice": 0.9765819950092777, + "FN": 2470, + "FP": 1922, + "IoU": 0.9542356986558299, + "TN": 3233438, + "TP": 91578, + "n_pred": 93500, + "n_ref": 94048 + }, + "4": { + "Dice": 0.7852929728434983, + "FN": 6894, + "FP": 277, + "IoU": 0.6464875523786049, + "TN": 3309123, + "TP": 13114, + "n_pred": 13391, + "n_ref": 20008 + }, + "5": { + "Dice": 0.6007409518381305, + "FN": 3193, + "FP": 1010, + "IoU": 0.42932790224032585, + "TN": 3322043, + "TP": 3162, + "n_pred": 4172, + "n_ref": 6355 + }, + "6": { + "Dice": 0.95400189389178, + "FN": 7401, + "FP": 3577, + "IoU": 0.9120493510655344, + "TN": 3204588, + "TP": 113842, + "n_pred": 117419, + "n_ref": 121243 + }, + "7": { + "Dice": 0.854572972972973, + "FN": 3795, + "FP": 6294, + "IoU": 0.7460736937481124, + "TN": 3289676, + "TP": 29643, + "n_pred": 35937, + "n_ref": 33438 + }, + "8": { + "Dice": 0.9722886186336056, + "FN": 439, + "FP": 616, + "IoU": 0.9460716658999131, + "TN": 3309845, + "TP": 18508, + "n_pred": 19124, + "n_ref": 18947 + }, + "9": { + "Dice": 0.7814057172829793, + "FN": 1111, + "FP": 2223, + "IoU": 0.6412353384267728, + "TN": 3320115, + "TP": 5959, + "n_pred": 8182, + "n_ref": 7070 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0116.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0116.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9317587667898675, + "FN": 669, + "FP": 88, + "IoU": 0.8722362869198312, + "TN": 870235, + "TP": 5168, + "n_pred": 5256, + "n_ref": 5837 + }, + "10": { + "Dice": 0.9099770793266064, + "FN": 1489, + "FP": 1928, + "IoU": 0.8348238023879732, + "TN": 855473, + "TP": 17270, + "n_pred": 19198, + "n_ref": 18759 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 12, + "IoU": 0.0, + "TN": 876148, + "TP": 0, + "n_pred": 12, + "n_ref": 0 + }, + "3": { + "Dice": 0.9786957932302368, + "FN": 921, + "FP": 1049, + "IoU": 0.958280389665396, + "TN": 828940, + "TP": 45250, + "n_pred": 46299, + "n_ref": 46171 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.899176147508827, + "FN": 388, + "FP": 126, + "IoU": 0.8168210976478973, + "TN": 873354, + "TP": 2292, + "n_pred": 2418, + "n_ref": 2680 + }, + "8": { + "Dice": 0.32761087267525035, + "FN": 2801, + "FP": 19, + "IoU": 0.1958939264328486, + "TN": 872653, + "TP": 687, + "n_pred": 706, + "n_ref": 3488 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0134.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0134.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6718515209357105, + "FN": 15829, + "FP": 331, + "IoU": 0.5058557318900406, + "TN": 1544385, + "TP": 16543, + "n_pred": 16874, + "n_ref": 32372 + }, + "10": { + "Dice": 0.7080909725453699, + "FN": 17320, + "FP": 2754, + "IoU": 0.5480966209675604, + "TN": 1532667, + "TP": 24347, + "n_pred": 27101, + "n_ref": 41667 + }, + "11": { + "Dice": 0.0, + "FN": 417, + "FP": 0, + "IoU": 0.0, + "TN": 1576671, + "TP": 0, + "n_pred": 0, + "n_ref": 417 + }, + "12": { + "Dice": 0.0, + "FN": 16, + "FP": 3, + "IoU": 0.0, + "TN": 1577069, + "TP": 0, + "n_pred": 3, + "n_ref": 16 + }, + "13": { + "Dice": 0.07971159623472862, + "FN": 4619, + "FP": 4571, + "IoU": 0.04151022110972048, + "TN": 1567500, + "TP": 398, + "n_pred": 4969, + "n_ref": 5017 + }, + "14": { + "Dice": 0.7207911268748685, + "FN": 5121, + "FP": 4168, + "IoU": 0.5634663283049015, + "TN": 1555809, + "TP": 11990, + "n_pred": 16158, + "n_ref": 17111 + }, + "15": { + "Dice": 0.74090571640683, + "FN": 4765, + "FP": 470, + "IoU": 0.5884433962264151, + "TN": 1564368, + "TP": 7485, + "n_pred": 7955, + "n_ref": 12250 + }, + "2": { + "Dice": 0.8536928487690504, + "FN": 23669, + "FP": 1291, + "IoU": 0.7447330742483126, + "TN": 1479308, + "TP": 72820, + "n_pred": 74111, + "n_ref": 96489 + }, + "3": { + "Dice": 0.9352822490247948, + "FN": 5815, + "FP": 1402, + "IoU": 0.8784320991813496, + "TN": 1517722, + "TP": 52149, + "n_pred": 53551, + "n_ref": 57964 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 94, + "IoU": 0.0, + "TN": 1576994, + "TP": 0, + "n_pred": 94, + "n_ref": 0 + }, + "6": { + "Dice": 0.8981010856747855, + "FN": 3149, + "FP": 6875, + "IoU": 0.8150485257758588, + "TN": 1522890, + "TP": 44174, + "n_pred": 51049, + "n_ref": 47323 + }, + "7": { + "Dice": 0.7398309722137776, + "FN": 11938, + "FP": 5178, + "IoU": 0.587088680883914, + "TN": 1535636, + "TP": 24336, + "n_pred": 29514, + "n_ref": 36274 + }, + "8": { + "Dice": 0.9166154282741333, + "FN": 1542, + "FP": 221, + "IoU": 0.8460665327861696, + "TN": 1565635, + "TP": 9690, + "n_pred": 9911, + "n_ref": 11232 + }, + "9": { + "Dice": 0.5817174515235457, + "FN": 105, + "FP": 348, + "IoU": 0.41015625, + "TN": 1576320, + "TP": 315, + "n_pred": 663, + "n_ref": 420 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0156.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0156.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9339641770868536, + "FN": 1292, + "FP": 662, + "IoU": 0.8761095612477808, + "TN": 3664100, + "TP": 13818, + "n_pred": 14480, + "n_ref": 15110 + }, + "10": { + "Dice": 0.8226578358595961, + "FN": 7816, + "FP": 4153, + "IoU": 0.6987415051598288, + "TN": 3640142, + "TP": 27761, + "n_pred": 31914, + "n_ref": 35577 + }, + "11": { + "Dice": 0.562390158172232, + "FN": 298, + "FP": 947, + "IoU": 0.39119804400978, + "TN": 3677827, + "TP": 800, + "n_pred": 1747, + "n_ref": 1098 + }, + "12": { + "Dice": 0.1510791366906475, + "FN": 107, + "FP": 129, + "IoU": 0.08171206225680934, + "TN": 3679615, + "TP": 21, + "n_pred": 150, + "n_ref": 128 + }, + "13": { + "Dice": 0.6385857590917339, + "FN": 5659, + "FP": 8284, + "IoU": 0.4690605841361715, + "TN": 3653611, + "TP": 12318, + "n_pred": 20602, + "n_ref": 17977 + }, + "14": { + "Dice": 0.8750031533008753, + "FN": 2840, + "FP": 2115, + "IoU": 0.7777827607857207, + "TN": 3657574, + "TP": 17343, + "n_pred": 19458, + "n_ref": 20183 + }, + "15": { + "Dice": 0.7828830253001863, + "FN": 15438, + "FP": 16151, + "IoU": 0.6432274313594831, + "TN": 3591331, + "TP": 56952, + "n_pred": 73103, + "n_ref": 72390 + }, + "2": { + "Dice": 0.9370156146407261, + "FN": 1234, + "FP": 1521, + "IoU": 0.8814951823812801, + "TN": 3656624, + "TP": 20493, + "n_pred": 22014, + "n_ref": 21727 + }, + "3": { + "Dice": 0.945381616434248, + "FN": 2155, + "FP": 759, + "IoU": 0.8964205737034799, + "TN": 3651739, + "TP": 25219, + "n_pred": 25978, + "n_ref": 27374 + }, + "4": { + "Dice": 0.5657355907340628, + "FN": 1172, + "FP": 13038, + "IoU": 0.394443023949544, + "TN": 3656406, + "TP": 9256, + "n_pred": 22294, + "n_ref": 10428 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3679872, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9439617929131184, + "FN": 17859, + "FP": 8213, + "IoU": 0.8938708718854691, + "TN": 3434209, + "TP": 219591, + "n_pred": 227804, + "n_ref": 237450 + }, + "7": { + "Dice": 0.7859492814079053, + "FN": 5530, + "FP": 21666, + "IoU": 0.6473776337115072, + "TN": 3602747, + "TP": 49929, + "n_pred": 71595, + "n_ref": 55459 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3679872, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9253077819794717, + "FN": 2997, + "FP": 4884, + "IoU": 0.8609979363987512, + "TN": 3623175, + "TP": 48816, + "n_pred": 53700, + "n_ref": 51813 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0160.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0160.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7981805727470468, + "FN": 30956, + "FP": 2632, + "IoU": 0.6641435099543032, + "TN": 4105561, + "TP": 66419, + "n_pred": 69051, + "n_ref": 97375 + }, + "10": { + "Dice": 0.7222313371616079, + "FN": 19672, + "FP": 22653, + "IoU": 0.5652285567539805, + "TN": 4108218, + "TP": 55025, + "n_pred": 77678, + "n_ref": 74697 + }, + "11": { + "Dice": 0.004860267314702308, + "FN": 796, + "FP": 23, + "IoU": 0.00243605359317905, + "TN": 4204747, + "TP": 2, + "n_pred": 25, + "n_ref": 798 + }, + "12": { + "Dice": 0.3022222222222222, + "FN": 227, + "FP": 87, + "IoU": 0.17801047120418848, + "TN": 4205186, + "TP": 68, + "n_pred": 155, + "n_ref": 295 + }, + "13": { + "Dice": 0.3017793158362172, + "FN": 11274, + "FP": 11525, + "IoU": 0.17770323883719252, + "TN": 4177842, + "TP": 4927, + "n_pred": 16452, + "n_ref": 16201 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4205568, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4205568, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9610991118839133, + "FN": 3995, + "FP": 5983, + "IoU": 0.9251114546901035, + "TN": 4072330, + "TP": 123260, + "n_pred": 129243, + "n_ref": 127255 + }, + "3": { + "Dice": 0.9062780905521124, + "FN": 1616, + "FP": 365, + "IoU": 0.8286183925945151, + "TN": 4194009, + "TP": 9578, + "n_pred": 9943, + "n_ref": 11194 + }, + "4": { + "Dice": 0.0, + "FN": 740, + "FP": 1409, + "IoU": 0.0, + "TN": 4203419, + "TP": 0, + "n_pred": 1409, + "n_ref": 740 + }, + "5": { + "Dice": 0.8459107882966064, + "FN": 2759, + "FP": 996, + "IoU": 0.7329682833167401, + "TN": 4191506, + "TP": 10307, + "n_pred": 11303, + "n_ref": 13066 + }, + "6": { + "Dice": 0.8367523761637243, + "FN": 519020, + "FP": 43960, + "IoU": 0.719324380310529, + "TN": 2199765, + "TP": 1442823, + "n_pred": 1486783, + "n_ref": 1961843 + }, + "7": { + "Dice": 0.6702081317486691, + "FN": 68637, + "FP": 16912, + "IoU": 0.5039947586910642, + "TN": 4033092, + "TP": 86927, + "n_pred": 103839, + "n_ref": 155564 + }, + "8": { + "Dice": 0.963809332058187, + "FN": 808, + "FP": 1349, + "IoU": 0.9301467016418925, + "TN": 4174689, + "TP": 28722, + "n_pred": 30071, + "n_ref": 29530 + }, + "9": { + "Dice": 0.6742860216210401, + "FN": 6867, + "FP": 5245, + "IoU": 0.5086210393930788, + "TN": 4180919, + "TP": 12537, + "n_pred": 17782, + "n_ref": 19404 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0173.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0173.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7804243999758177, + "FN": 1104, + "FP": 6160, + "IoU": 0.6399147375204481, + "TN": 2082611, + "TP": 12909, + "n_pred": 19069, + "n_ref": 14013 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.333955223880597, + "FN": 8512, + "FP": 770, + "IoU": 0.20044792833146696, + "TN": 2091175, + "TP": 2327, + "n_pred": 3097, + "n_ref": 10839 + }, + "14": { + "Dice": 0.77533542039356, + "FN": 20086, + "FP": 8, + "IoU": 0.6331002245877992, + "TN": 2048017, + "TP": 34673, + "n_pred": 34681, + "n_ref": 54759 + }, + "15": { + "Dice": 0.925501551189245, + "FN": 4788, + "FP": 4217, + "IoU": 0.8613335386510625, + "TN": 2037844, + "TP": 55935, + "n_pred": 60152, + "n_ref": 60723 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.272027373823781, + "FN": 172, + "FP": 3232, + "IoU": 0.15742574257425743, + "TN": 2098744, + "TP": 636, + "n_pred": 3868, + "n_ref": 808 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9579622463254664, + "FN": 42827, + "FP": 3449, + "IoU": 0.919316256006472, + "TN": 1529236, + "TP": 527272, + "n_pred": 530721, + "n_ref": 570099 + }, + "7": { + "Dice": 0.3840042372881356, + "FN": 13722, + "FP": 25820, + "IoU": 0.23762700753851196, + "TN": 2050917, + "TP": 12325, + "n_pred": 38145, + "n_ref": 26047 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 337, + "IoU": 0.0, + "TN": 2102447, + "TP": 0, + "n_pred": 337, + "n_ref": 0 + }, + "9": { + "Dice": 0.922509225092251, + "FN": 50, + "FP": 202, + "IoU": 0.8561643835616438, + "TN": 2101032, + "TP": 1500, + "n_pred": 1702, + "n_ref": 1550 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0193.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0193.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.047619047619047616, + "FN": 80, + "FP": 0, + "IoU": 0.024390243902439025, + "TN": 3154094, + "TP": 2, + "n_pred": 2, + "n_ref": 82 + }, + "10": { + "Dice": 0.820427652065601, + "FN": 845, + "FP": 885, + "IoU": 0.6955297430482225, + "TN": 3148494, + "TP": 3952, + "n_pred": 4837, + "n_ref": 4797 + }, + "11": { + "Dice": 0.8189237439428717, + "FN": 416, + "FP": 1004, + "IoU": 0.6933707622543727, + "TN": 3149545, + "TP": 3211, + "n_pred": 4215, + "n_ref": 3627 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6070721357850071, + "FN": 752, + "FP": 637, + "IoU": 0.4358245329000812, + "TN": 3151714, + "TP": 1073, + "n_pred": 1710, + "n_ref": 1825 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9635368824633571, + "FN": 860, + "FP": 53, + "IoU": 0.9296393341553637, + "TN": 3141200, + "TP": 12063, + "n_pred": 12116, + "n_ref": 12923 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9442995529061102, + "FN": 1165, + "FP": 1825, + "IoU": 0.8944767954826187, + "TN": 3125841, + "TP": 25345, + "n_pred": 27170, + "n_ref": 26510 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9631003769635998, + "FN": 7802, + "FP": 4610, + "IoU": 0.9288270104133217, + "TN": 2979784, + "TP": 161980, + "n_pred": 166590, + "n_ref": 169782 + }, + "7": { + "Dice": 0.8606677732379979, + "FN": 3218, + "FP": 14242, + "IoU": 0.75541422687922, + "TN": 3082790, + "TP": 53926, + "n_pred": 68168, + "n_ref": 57144 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8874826362092916, + "FN": 141, + "FP": 588, + "IoU": 0.7977247502774695, + "TN": 3150572, + "TP": 2875, + "n_pred": 3463, + "n_ref": 3016 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0195.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0195.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.95361386678295, + "FN": 1183, + "FP": 519, + "IoU": 0.9113403135906653, + "TN": 1733123, + "TP": 17495, + "n_pred": 18014, + "n_ref": 18678 + }, + "10": { + "Dice": 0.6423701444334798, + "FN": 25706, + "FP": 6186, + "IoU": 0.47315558198698254, + "TN": 1691786, + "TP": 28642, + "n_pred": 34828, + "n_ref": 54348 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 29, + "IoU": 0.0, + "TN": 1752291, + "TP": 0, + "n_pred": 29, + "n_ref": 0 + }, + "12": { + "Dice": 0.6541666666666667, + "FN": 504, + "FP": 160, + "IoU": 0.48606811145510836, + "TN": 1751028, + "TP": 628, + "n_pred": 788, + "n_ref": 1132 + }, + "13": { + "Dice": 0.7454226764935695, + "FN": 9300, + "FP": 2755, + "IoU": 0.5941624023700511, + "TN": 1722616, + "TP": 17649, + "n_pred": 20404, + "n_ref": 26949 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7944271239282931, + "FN": 1217, + "FP": 5113, + "IoU": 0.6589623403911428, + "TN": 1733759, + "TP": 12231, + "n_pred": 17344, + "n_ref": 13448 + }, + "3": { + "Dice": 0.9429398226822945, + "FN": 2864, + "FP": 8888, + "IoU": 0.8920398695512379, + "TN": 1643465, + "TP": 97103, + "n_pred": 105991, + "n_ref": 99967 + }, + "4": { + "Dice": 0.2222222222222222, + "FN": 895, + "FP": 4670, + "IoU": 0.125, + "TN": 1745960, + "TP": 795, + "n_pred": 5465, + "n_ref": 1690 + }, + "5": { + "Dice": 0.8389057750759878, + "FN": 72, + "FP": 511, + "IoU": 0.7225130890052356, + "TN": 1750219, + "TP": 1518, + "n_pred": 2029, + "n_ref": 1590 + }, + "6": { + "Dice": 0.9322503441460893, + "FN": 6393, + "FP": 5468, + "IoU": 0.873098238931804, + "TN": 1658854, + "TP": 81605, + "n_pred": 87073, + "n_ref": 87998 + }, + "7": { + "Dice": 0.9534564978534938, + "FN": 29908, + "FP": 15291, + "IoU": 0.9110529050134211, + "TN": 1244164, + "TP": 462957, + "n_pred": 478248, + "n_ref": 492865 + }, + "8": { + "Dice": 0.9403612278407035, + "FN": 565, + "FP": 1578, + "IoU": 0.8874356550057779, + "TN": 1733282, + "TP": 16895, + "n_pred": 18473, + "n_ref": 17460 + }, + "9": { + "Dice": 0.9262657649424237, + "FN": 1510, + "FP": 507, + "IoU": 0.8626583140405829, + "TN": 1737634, + "TP": 12669, + "n_pred": 13176, + "n_ref": 14179 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0212.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0212.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6206896551724138, + "FN": 1, + "FP": 10, + "IoU": 0.45, + "TN": 876140, + "TP": 9, + "n_pred": 19, + "n_ref": 10 + }, + "11": { + "Dice": 0.7056207035988677, + "FN": 2494, + "FP": 418, + "IoU": 0.5451421430802874, + "TN": 869758, + "TP": 3490, + "n_pred": 3908, + "n_ref": 5984 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9190184049079755, + "FN": 73, + "FP": 323, + "IoU": 0.8501702610669694, + "TN": 873517, + "TP": 2247, + "n_pred": 2570, + "n_ref": 2320 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9628064243448858, + "FN": 65, + "FP": 287, + "IoU": 0.928280358598207, + "TN": 871252, + "TP": 4556, + "n_pred": 4843, + "n_ref": 4621 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9482943945440393, + "FN": 1520, + "FP": 2665, + "IoU": 0.9016728537192801, + "TN": 833598, + "TP": 38377, + "n_pred": 41042, + "n_ref": 39897 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.8120449565278858, + "FN": 158, + "FP": 5160, + "IoU": 0.6835653933119125, + "TN": 859354, + "TP": 11488, + "n_pred": 16648, + "n_ref": 11646 + }, + "9": { + "Dice": 0.9237839537527514, + "FN": 1024, + "FP": 2127, + "IoU": 0.8583629253382479, + "TN": 853913, + "TP": 19096, + "n_pred": 21223, + "n_ref": 20120 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0214.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0214.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9652502146548512, + "FN": 638, + "FP": 3652, + "IoU": 0.9328344188376754, + "TN": 987520, + "TP": 59582, + "n_pred": 63234, + "n_ref": 60220 + }, + "10": { + "Dice": 0.9410258754685928, + "FN": 301, + "FP": 989, + "IoU": 0.8886202728371612, + "TN": 1039810, + "TP": 10292, + "n_pred": 11281, + "n_ref": 10593 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5497303774715399, + "FN": 698, + "FP": 5314, + "IoU": 0.37905391448047926, + "TN": 1041710, + "TP": 3670, + "n_pred": 8984, + "n_ref": 4368 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9279223656398224, + "FN": 8436, + "FP": 1487, + "IoU": 0.865536539425722, + "TN": 977595, + "TP": 63874, + "n_pred": 65361, + "n_ref": 72310 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9512910426099113, + "FN": 2805, + "FP": 11794, + "IoU": 0.9071068153907825, + "TN": 894233, + "TP": 142560, + "n_pred": 154354, + "n_ref": 145365 + }, + "7": { + "Dice": 0.8992142715951769, + "FN": 5913, + "FP": 2245, + "IoU": 0.8168840205607057, + "TN": 1006841, + "TP": 36393, + "n_pred": 38638, + "n_ref": 42306 + }, + "8": { + "Dice": 0.9515245647020355, + "FN": 537, + "FP": 56, + "IoU": 0.9075315764852643, + "TN": 1044979, + "TP": 5820, + "n_pred": 5876, + "n_ref": 6357 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0215.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0215.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9164818920916482, + "FN": 31, + "FP": 82, + "IoU": 0.8458390177353342, + "TN": 1050659, + "TP": 620, + "n_pred": 702, + "n_ref": 651 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.970169746023747, + "FN": 3001, + "FP": 2800, + "IoU": 0.9420676293766354, + "TN": 951258, + "TP": 94333, + "n_pred": 97133, + "n_ref": 97334 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7740539093181007, + "FN": 1096, + "FP": 9030, + "IoU": 0.6313931054566634, + "TN": 1023921, + "TP": 17345, + "n_pred": 26375, + "n_ref": 18441 + }, + "7": { + "Dice": 0.9810191927686953, + "FN": 2773, + "FP": 2779, + "IoU": 0.962745505908246, + "TN": 902363, + "TP": 143477, + "n_pred": 146256, + "n_ref": 146250 + }, + "8": { + "Dice": 0.9772966214872276, + "FN": 1450, + "FP": 947, + "IoU": 0.9556012447210491, + "TN": 997404, + "TP": 51591, + "n_pred": 52538, + "n_ref": 53041 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0249.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0249.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9762798272321744, + "FN": 636, + "FP": 1374, + "IoU": 0.9536588739798035, + "TN": 1008018, + "TP": 41364, + "n_pred": 42738, + "n_ref": 42000 + }, + "10": { + "Dice": 0.782942238267148, + "FN": 1413, + "FP": 1473, + "IoU": 0.6433073785687802, + "TN": 1043301, + "TP": 5205, + "n_pred": 6678, + "n_ref": 6618 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5998294900941864, + "FN": 18359, + "FP": 1355, + "IoU": 0.4283974600597292, + "TN": 1016903, + "TP": 14775, + "n_pred": 16130, + "n_ref": 33134 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9217681536958645, + "FN": 925, + "FP": 997, + "IoU": 0.854888637221593, + "TN": 1038147, + "TP": 11323, + "n_pred": 12320, + "n_ref": 12248 + }, + "3": { + "Dice": 0.9610927560530598, + "FN": 62, + "FP": 727, + "IoU": 0.925099677235618, + "TN": 1040858, + "TP": 9745, + "n_pred": 10472, + "n_ref": 9807 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 1051390, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "5": { + "Dice": 0.8011465424579004, + "FN": 169, + "FP": 386, + "IoU": 0.6682606096832038, + "TN": 1049719, + "TP": 1118, + "n_pred": 1504, + "n_ref": 1287 + }, + "6": { + "Dice": 0.934767889896963, + "FN": 21756, + "FP": 4739, + "IoU": 0.8775250774280036, + "TN": 835062, + "TP": 189835, + "n_pred": 194574, + "n_ref": 211591 + }, + "7": { + "Dice": 0.8182311448724905, + "FN": 707, + "FP": 968, + "IoU": 0.6923783287419651, + "TN": 1045947, + "TP": 3770, + "n_pred": 4738, + "n_ref": 4477 + }, + "8": { + "Dice": 0.9265296480037798, + "FN": 226, + "FP": 85, + "IoU": 0.8631161971830986, + "TN": 1049120, + "TP": 1961, + "n_pred": 2046, + "n_ref": 2187 + }, + "9": { + "Dice": 0.9118345427512593, + "FN": 2137, + "FP": 1836, + "IoU": 0.8379557875846317, + "TN": 1026874, + "TP": 20545, + "n_pred": 22381, + "n_ref": 22682 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0279.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0279.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9687571049640015, + "FN": 925, + "FP": 2373, + "IoU": 0.9394073012548457, + "TN": 1172195, + "TP": 51131, + "n_pred": 53504, + "n_ref": 52056 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.6358617869556328, + "FN": 1439, + "FP": 342, + "IoU": 0.4661270983213429, + "TN": 1223288, + "TP": 1555, + "n_pred": 1897, + "n_ref": 2994 + }, + "12": { + "Dice": 0.625, + "FN": 18, + "FP": 0, + "IoU": 0.45454545454545453, + "TN": 1226591, + "TP": 15, + "n_pred": 15, + "n_ref": 33 + }, + "13": { + "Dice": 0.3306513409961686, + "FN": 3486, + "FP": 8, + "IoU": 0.19807206793665366, + "TN": 1222267, + "TP": 863, + "n_pred": 871, + "n_ref": 4349 + }, + "14": { + "Dice": 0.36363636363636365, + "FN": 14, + "FP": 0, + "IoU": 0.2222222222222222, + "TN": 1226606, + "TP": 4, + "n_pred": 4, + "n_ref": 18 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9286714197350001, + "FN": 1409, + "FP": 782, + "IoU": 0.8668408897532515, + "TN": 1210170, + "TP": 14263, + "n_pred": 15045, + "n_ref": 15672 + }, + "3": { + "Dice": 0.8795718108831401, + "FN": 20, + "FP": 115, + "IoU": 0.785031847133758, + "TN": 1225996, + "TP": 493, + "n_pred": 608, + "n_ref": 513 + }, + "4": { + "Dice": 0.8080212326747273, + "FN": 430, + "FP": 221, + "IoU": 0.677882236516576, + "TN": 1224603, + "TP": 1370, + "n_pred": 1591, + "n_ref": 1800 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9744394948882494, + "FN": 3820, + "FP": 3473, + "IoU": 0.9501531016759166, + "TN": 1080316, + "TP": 139015, + "n_pred": 142488, + "n_ref": 142835 + }, + "7": { + "Dice": 0.9747916834640314, + "FN": 5280, + "FP": 1911, + "IoU": 0.9508230354175358, + "TN": 1080397, + "TP": 139036, + "n_pred": 140947, + "n_ref": 144316 + }, + "8": { + "Dice": 0.012885490937204707, + "FN": 127, + "FP": 11364, + "IoU": 0.0064845236036659175, + "TN": 1215058, + "TP": 75, + "n_pred": 11439, + "n_ref": 202 + }, + "9": { + "Dice": 0.9050339715873996, + "FN": 1200, + "FP": 2490, + "IoU": 0.8265406853758285, + "TN": 1205351, + "TP": 17583, + "n_pred": 20073, + "n_ref": 18783 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0281.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0281.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.965484661489858, + "FN": 170, + "FP": 999, + "IoU": 0.9332724470574805, + "TN": 1033873, + "TP": 16350, + "n_pred": 17349, + "n_ref": 16520 + }, + "10": { + "Dice": 0.8882416396979503, + "FN": 393, + "FP": 643, + "IoU": 0.7989520667572289, + "TN": 1046239, + "TP": 4117, + "n_pred": 4760, + "n_ref": 4510 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7298578199052133, + "FN": 45, + "FP": 12, + "IoU": 0.5746268656716418, + "TN": 1051258, + "TP": 77, + "n_pred": 89, + "n_ref": 122 + }, + "13": { + "Dice": 0.8798923404732534, + "FN": 880, + "FP": 191, + "IoU": 0.7855426511814178, + "TN": 1046398, + "TP": 3923, + "n_pred": 4114, + "n_ref": 4803 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9645362975806511, + "FN": 1741, + "FP": 3086, + "IoU": 0.9315017951155827, + "TN": 980923, + "TP": 65642, + "n_pred": 68728, + "n_ref": 67383 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 123, + "IoU": 0.0, + "TN": 1051269, + "TP": 0, + "n_pred": 123, + "n_ref": 0 + }, + "5": { + "Dice": 0.8706424661480842, + "FN": 331, + "FP": 118, + "IoU": 0.7709183673469387, + "TN": 1049432, + "TP": 1511, + "n_pred": 1629, + "n_ref": 1842 + }, + "6": { + "Dice": 0.941170000687427, + "FN": 1822, + "FP": 6736, + "IoU": 0.8888773469758745, + "TN": 974378, + "TP": 68456, + "n_pred": 75192, + "n_ref": 70278 + }, + "7": { + "Dice": 0.8811071670721493, + "FN": 4185, + "FP": 1777, + "IoU": 0.78748128609111, + "TN": 1023338, + "TP": 22092, + "n_pred": 23869, + "n_ref": 26277 + }, + "8": { + "Dice": 0.9641906605371401, + "FN": 1875, + "FP": 2565, + "IoU": 0.9308572763373044, + "TN": 987177, + "TP": 59775, + "n_pred": 62340, + "n_ref": 61650 + }, + "9": { + "Dice": 0.6894185175942101, + "FN": 4733, + "FP": 245, + "IoU": 0.5260401789964771, + "TN": 1040889, + "TP": 5525, + "n_pred": 5770, + "n_ref": 10258 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0282.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0282.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.965258541089566, + "FN": 379, + "FP": 223, + "IoU": 0.9328499721137758, + "TN": 1392891, + "TP": 8363, + "n_pred": 8586, + "n_ref": 8742 + }, + "10": { + "Dice": 0.7055016181229773, + "FN": 272, + "FP": 1, + "IoU": 0.545, + "TN": 1401256, + "TP": 327, + "n_pred": 328, + "n_ref": 599 + }, + "11": { + "Dice": 0.7041825095057034, + "FN": 366, + "FP": 23, + "IoU": 0.5434272300469484, + "TN": 1401004, + "TP": 463, + "n_pred": 486, + "n_ref": 829 + }, + "12": { + "Dice": 0.543046357615894, + "FN": 43, + "FP": 26, + "IoU": 0.37272727272727274, + "TN": 1401746, + "TP": 41, + "n_pred": 67, + "n_ref": 84 + }, + "13": { + "Dice": 0.6880139982502187, + "FN": 1536, + "FP": 247, + "IoU": 0.5244065084022406, + "TN": 1398107, + "TP": 1966, + "n_pred": 2213, + "n_ref": 3502 + }, + "14": { + "Dice": 0.9626931156433642, + "FN": 1503, + "FP": 1303, + "IoU": 0.928069725711356, + "TN": 1362846, + "TP": 36204, + "n_pred": 37507, + "n_ref": 37707 + }, + "15": { + "Dice": 0.8815870489119825, + "FN": 1126, + "FP": 6759, + "IoU": 0.7882482477106104, + "TN": 1364619, + "TP": 29352, + "n_pred": 36111, + "n_ref": 30478 + }, + "2": { + "Dice": 0.017355936668944565, + "FN": 119349, + "FP": 0, + "IoU": 0.008753934702623688, + "TN": 1281453, + "TP": 1054, + "n_pred": 1054, + "n_ref": 120403 + }, + "3": { + "Dice": 0.2073654790144914, + "FN": 1864, + "FP": 65632, + "IoU": 0.11567638388470357, + "TN": 1325531, + "TP": 8829, + "n_pred": 74461, + "n_ref": 10693 + }, + "4": { + "Dice": 0.7924107142857143, + "FN": 524, + "FP": 3382, + "IoU": 0.6561922365988909, + "TN": 1390495, + "TP": 7455, + "n_pred": 10837, + "n_ref": 7979 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9814675946025356, + "FN": 2858, + "FP": 5594, + "IoU": 0.9636095910169251, + "TN": 1169597, + "TP": 223807, + "n_pred": 229401, + "n_ref": 226665 + }, + "7": { + "Dice": 0.9725705730955775, + "FN": 7367, + "FP": 3333, + "IoU": 0.9466057206730674, + "TN": 1201460, + "TP": 189696, + "n_pred": 193029, + "n_ref": 197063 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.899837005100163, + "FN": 954, + "FP": 951, + "IoU": 0.8179124450391895, + "TN": 1391394, + "TP": 8557, + "n_pred": 9508, + "n_ref": 9511 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0320.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0320.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9437964130587081, + "FN": 1929, + "FP": 4489, + "IoU": 0.8935743304866927, + "TN": 991087, + "TP": 53887, + "n_pred": 58376, + "n_ref": 55816 + }, + "10": { + "Dice": 0.8807809811426766, + "FN": 1853, + "FP": 1542, + "IoU": 0.7869603413654619, + "TN": 1035456, + "TP": 12541, + "n_pred": 14083, + "n_ref": 14394 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 18, + "FP": 0, + "IoU": 0.0, + "TN": 1051374, + "TP": 0, + "n_pred": 0, + "n_ref": 18 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 253, + "IoU": 0.0, + "TN": 1051139, + "TP": 0, + "n_pred": 253, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9073956834532374, + "FN": 1950, + "FP": 18967, + "IoU": 0.8304888327012221, + "TN": 927996, + "TP": 102479, + "n_pred": 121446, + "n_ref": 104429 + }, + "3": { + "Dice": 0.9428316350090816, + "FN": 462, + "FP": 1395, + "IoU": 0.8918462434478742, + "TN": 1034222, + "TP": 15313, + "n_pred": 16708, + "n_ref": 15775 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9795582615454369, + "FN": 1785, + "FP": 4527, + "IoU": 0.9599355108984042, + "TN": 893846, + "TP": 151234, + "n_pred": 155761, + "n_ref": 153019 + }, + "7": { + "Dice": 0.965754731710702, + "FN": 1644, + "FP": 2304, + "IoU": 0.9337772782931043, + "TN": 991775, + "TP": 55669, + "n_pred": 57973, + "n_ref": 57313 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0358.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0358.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9666364487509103, + "FN": 656, + "FP": 1589, + "IoU": 0.9354272729887537, + "TN": 2593713, + "TP": 32522, + "n_pred": 34111, + "n_ref": 33178 + }, + "10": { + "Dice": 0.887348465308228, + "FN": 1193, + "FP": 2301, + "IoU": 0.7975079687047233, + "TN": 2611225, + "TP": 13761, + "n_pred": 16062, + "n_ref": 14954 + }, + "11": { + "Dice": 0.7607212475633528, + "FN": 406, + "FP": 576, + "IoU": 0.613841918993315, + "TN": 2625937, + "TP": 1561, + "n_pred": 2137, + "n_ref": 1967 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8518999491841228, + "FN": 4617, + "FP": 629, + "IoU": 0.7420084587390577, + "TN": 2608146, + "TP": 15088, + "n_pred": 15717, + "n_ref": 19705 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9768744454303461, + "FN": 1475, + "FP": 1861, + "IoU": 0.9547942977939183, + "TN": 2554684, + "TP": 70460, + "n_pred": 72321, + "n_ref": 71935 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.7920997920997921, + "FN": 103, + "FP": 97, + "IoU": 0.6557659208261618, + "TN": 2627899, + "TP": 381, + "n_pred": 478, + "n_ref": 484 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9153338919450618, + "FN": 2708, + "FP": 6588, + "IoU": 0.8438853995230579, + "TN": 2568934, + "TP": 50250, + "n_pred": 56838, + "n_ref": 52958 + }, + "7": { + "Dice": 0.9722622269583866, + "FN": 2306, + "FP": 3915, + "IoU": 0.9460216919739697, + "TN": 2513230, + "TP": 109029, + "n_pred": 112944, + "n_ref": 111335 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9347771215104246, + "FN": 975, + "FP": 1609, + "IoU": 0.877541348751244, + "TN": 2607379, + "TP": 18517, + "n_pred": 20126, + "n_ref": 19492 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0367.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0367.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9028243178554333, + "FN": 907, + "FP": 514, + "IoU": 0.8228621291448517, + "TN": 2269994, + "TP": 6601, + "n_pred": 7115, + "n_ref": 7508 + }, + "10": { + "Dice": 0.8752694627118182, + "FN": 957, + "FP": 8185, + "IoU": 0.7782036974137513, + "TN": 2236798, + "TP": 32076, + "n_pred": 40261, + "n_ref": 33033 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.3353951890034364, + "FN": 239, + "FP": 728, + "IoU": 0.2014863748967795, + "TN": 2276805, + "TP": 244, + "n_pred": 972, + "n_ref": 483 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 82607, + "IoU": 0.0, + "TN": 2195409, + "TP": 0, + "n_pred": 82607, + "n_ref": 0 + }, + "2": { + "Dice": 0.9756595231608419, + "FN": 1009, + "FP": 3190, + "IoU": 0.9524758078207232, + "TN": 2189661, + "TP": 84156, + "n_pred": 87346, + "n_ref": 85165 + }, + "3": { + "Dice": 0.820018365472911, + "FN": 208, + "FP": 184, + "IoU": 0.6949416342412451, + "TN": 2276731, + "TP": 893, + "n_pred": 1077, + "n_ref": 1101 + }, + "4": { + "Dice": 0.8914472151013749, + "FN": 545, + "FP": 1784, + "IoU": 0.8041540531449715, + "TN": 2266124, + "TP": 9563, + "n_pred": 11347, + "n_ref": 10108 + }, + "5": { + "Dice": 0.9347785460661558, + "FN": 117, + "FP": 232, + "IoU": 0.8775438596491228, + "TN": 2275166, + "TP": 2501, + "n_pred": 2733, + "n_ref": 2618 + }, + "6": { + "Dice": 0.9681078529948905, + "FN": 3580, + "FP": 4191, + "IoU": 0.9381870535643265, + "TN": 2152298, + "TP": 117947, + "n_pred": 122138, + "n_ref": 121527 + }, + "7": { + "Dice": 0.9858936413680267, + "FN": 6726, + "FP": 4603, + "IoU": 0.9721797255053153, + "TN": 1870795, + "TP": 395892, + "n_pred": 400495, + "n_ref": 402618 + }, + "8": { + "Dice": 0.9734306804239827, + "FN": 439, + "FP": 882, + "IoU": 0.9482366771159875, + "TN": 2252496, + "TP": 24199, + "n_pred": 25081, + "n_ref": 24638 + }, + "9": { + "Dice": 0.0, + "FN": 9, + "FP": 0, + "IoU": 0.0, + "TN": 2278007, + "TP": 0, + "n_pred": 0, + "n_ref": 9 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0379.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0379.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9774941521131878, + "FN": 250, + "FP": 741, + "IoU": 0.9559790334044065, + "TN": 1204112, + "TP": 21521, + "n_pred": 22262, + "n_ref": 21771 + }, + "10": { + "Dice": 0.0, + "FN": 84, + "FP": 0, + "IoU": 0.0, + "TN": 1226540, + "TP": 0, + "n_pred": 0, + "n_ref": 84 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7924731827170851, + "FN": 3288, + "FP": 175, + "IoU": 0.6562779156327544, + "TN": 1216549, + "TP": 6612, + "n_pred": 6787, + "n_ref": 9900 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8985455648831799, + "FN": 2849, + "FP": 22228, + "IoU": 0.8157809676329283, + "TN": 1090498, + "TP": 111049, + "n_pred": 133277, + "n_ref": 113898 + }, + "3": { + "Dice": 0.8357025665737331, + "FN": 862, + "FP": 27778, + "IoU": 0.7177741207540477, + "TN": 1125145, + "TP": 72839, + "n_pred": 100617, + "n_ref": 73701 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9737906943947234, + "FN": 4066, + "FP": 5598, + "IoU": 0.9489201560303181, + "TN": 1037430, + "TP": 179530, + "n_pred": 185128, + "n_ref": 183596 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8577621122227818, + "FN": 4077, + "FP": 2420, + "IoU": 0.7509487484187526, + "TN": 1200537, + "TP": 19590, + "n_pred": 22010, + "n_ref": 23667 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0383.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0383.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 39, + "IoU": 0.0, + "TN": 2277977, + "TP": 0, + "n_pred": 39, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 2278012, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "14": { + "Dice": 0.5093329852499674, + "FN": 3257, + "FP": 502, + "IoU": 0.3416812609457093, + "TN": 2272306, + "TP": 1951, + "n_pred": 2453, + "n_ref": 5208 + }, + "15": { + "Dice": 0.8452658884565499, + "FN": 6091, + "FP": 20155, + "IoU": 0.7320004492867572, + "TN": 2180083, + "TP": 71687, + "n_pred": 91842, + "n_ref": 77778 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9594531839554188, + "FN": 934, + "FP": 1860, + "IoU": 0.9220663300884215, + "TN": 2242165, + "TP": 33057, + "n_pred": 34917, + "n_ref": 33991 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8535519860205659, + "FN": 983, + "FP": 1196, + "IoU": 0.7445187009028023, + "TN": 2269487, + "TP": 6350, + "n_pred": 7546, + "n_ref": 7333 + }, + "6": { + "Dice": 0.9467328743934094, + "FN": 2293, + "FP": 2427, + "IoU": 0.8988535304832316, + "TN": 2231351, + "TP": 41945, + "n_pred": 44372, + "n_ref": 44238 + }, + "7": { + "Dice": 0.9249694930905973, + "FN": 484, + "FP": 1791, + "IoU": 0.8604123205301264, + "TN": 2261718, + "TP": 14023, + "n_pred": 15814, + "n_ref": 14507 + }, + "8": { + "Dice": 0.9536176152974952, + "FN": 1219, + "FP": 542, + "IoU": 0.9113471606927104, + "TN": 2258152, + "TP": 18103, + "n_pred": 18645, + "n_ref": 19322 + }, + "9": { + "Dice": 0.8550407013149656, + "FN": 150, + "FP": 776, + "IoU": 0.7467869838665573, + "TN": 2274359, + "TP": 2731, + "n_pred": 3507, + "n_ref": 2881 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0390.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0390.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": 0.623172151058876, + "FN": 3334.1822222222227, + "FP": 2861.884444444445, + "IoU": 0.5387699610284182, + "TN": 1690553.422222222, + "TP": 20524.111111111117, + "n_pred": 23385.995555555557, + "n_ref": 23858.29333333334 + }, + "mean": { + "1": { + "Dice": 0.8862423521579958, + "FN": 2948.5333333333333, + "FP": 3182.0333333333333, + "IoU": 0.8180671253235287, + "TN": 1671826.5666666667, + "TP": 39316.46666666667, + "n_pred": 42498.5, + "n_ref": 42265.0 + }, + "10": { + "Dice": 0.6551541822606343, + "FN": 5629.766666666666, + "FP": 3342.3, + "IoU": 0.5380500500367263, + "TN": 1695410.9, + "TP": 12890.633333333333, + "n_pred": 16232.933333333332, + "n_ref": 18520.4 + }, + "11": { + "Dice": 0.2973326329755377, + "FN": 67.26666666666667, + "FP": 16.833333333333332, + "IoU": 0.21213288255724652, + "TN": 1717089.9666666666, + "TP": 99.53333333333333, + "n_pred": 116.36666666666666, + "n_ref": 166.8 + }, + "12": { + "Dice": 0.43989363021021033, + "FN": 338.7, + "FP": 159.06666666666666, + "IoU": 0.33640918496384176, + "TN": 1716308.3333333333, + "TP": 467.5, + "n_pred": 626.5666666666667, + "n_ref": 806.2 + }, + "13": { + "Dice": 0.5083215619422682, + "FN": 6580.433333333333, + "FP": 4529.833333333333, + "IoU": 0.3852207816862688, + "TN": 1699892.6333333333, + "TP": 6270.7, + "n_pred": 10800.533333333333, + "n_ref": 12851.133333333333 + }, + "14": { + "Dice": 0.4616817833096552, + "FN": 669.2, + "FP": 2139.9, + "IoU": 0.42624439508249434, + "TN": 1700143.7666666666, + "TP": 14320.733333333334, + "n_pred": 16460.633333333335, + "n_ref": 14989.933333333332 + }, + "15": { + "Dice": 0.3047417993107533, + "FN": 309.9, + "FP": 1674.7333333333333, + "IoU": 0.24918170421997266, + "TN": 1713866.2, + "TP": 1422.7666666666667, + "n_pred": 3097.5, + "n_ref": 1732.6666666666667 + }, + "2": { + "Dice": 0.7434587278402416, + "FN": 2893.8, + "FP": 2218.0333333333333, + "IoU": 0.6627002371662176, + "TN": 1698855.4333333333, + "TP": 13306.333333333334, + "n_pred": 15524.366666666667, + "n_ref": 16200.133333333333 + }, + "3": { + "Dice": 0.8226093137730935, + "FN": 3859.1, + "FP": 611.8666666666667, + "IoU": 0.7587569150922229, + "TN": 1698407.6333333333, + "TP": 14395.0, + "n_pred": 15006.866666666667, + "n_ref": 18254.1 + }, + "4": { + "Dice": 0.5904722077446964, + "FN": 5372.1, + "FP": 2193.4333333333334, + "IoU": 0.4949865189043102, + "TN": 1700206.7666666666, + "TP": 9501.3, + "n_pred": 11694.733333333334, + "n_ref": 14873.4 + }, + "5": { + "Dice": 0.4236889848868601, + "FN": 283.2, + "FP": 100.26666666666667, + "IoU": 0.33033566167215617, + "TN": 1716466.6, + "TP": 423.53333333333336, + "n_pred": 523.8, + "n_ref": 706.7333333333333 + }, + "6": { + "Dice": 0.8464596663870468, + "FN": 7620.266666666666, + "FP": 11407.866666666667, + "IoU": 0.7850957937320973, + "TN": 1590888.4666666666, + "TP": 107357.0, + "n_pred": 118764.86666666667, + "n_ref": 114977.26666666666 + }, + "7": { + "Dice": 0.7501744119650463, + "FN": 10956.266666666666, + "FP": 9302.433333333332, + "IoU": 0.666499469629624, + "TN": 1622913.8, + "TP": 74101.1, + "n_pred": 83403.53333333334, + "n_ref": 85057.36666666667 + }, + "8": { + "Dice": 0.8162250449117484, + "FN": 1323.9333333333334, + "FP": 1006.5, + "IoU": 0.733502698422852, + "TN": 1706820.5333333334, + "TP": 8122.633333333333, + "n_pred": 9129.133333333333, + "n_ref": 9446.566666666668 + }, + "9": { + "Dice": 0.8011259662073537, + "FN": 1160.2666666666667, + "FP": 1043.1666666666667, + "IoU": 0.6843659969367134, + "TN": 1709203.7333333334, + "TP": 5866.433333333333, + "n_pred": 6909.6, + "n_ref": 7026.7 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8437150317045878, + "FN": 3697, + "FP": 3845, + "IoU": 0.7296774193548388, + "TN": 1023492, + "TP": 20358, + "n_pred": 24203, + "n_ref": 24055 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.17688968050762552, + "FN": 12723, + "FP": 2065, + "IoU": 0.09702631739634854, + "TN": 1035015, + "TP": 1589, + "n_pred": 3654, + "n_ref": 14312 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8800388901353676, + "FN": 643, + "FP": 2565, + "IoU": 0.7857762938230384, + "TN": 1036417, + "TP": 11767, + "n_pred": 14332, + "n_ref": 12410 + }, + "7": { + "Dice": 0.9536151452168562, + "FN": 13740, + "FP": 7439, + "IoU": 0.9113426487948226, + "TN": 812506, + "TP": 217707, + "n_pred": 225146, + "n_ref": 231447 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.5822306238185255, + "FN": 174, + "FP": 47, + "IoU": 0.4106666666666667, + "TN": 1051017, + "TP": 154, + "n_pred": 201, + "n_ref": 328 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0011.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0011.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 72, + "IoU": 0.0, + "TN": 1051320, + "TP": 0, + "n_pred": 72, + "n_ref": 0 + }, + "11": { + "Dice": 0.794755877034358, + "FN": 897, + "FP": 465, + "IoU": 0.6594148537134283, + "TN": 1047393, + "TP": 2637, + "n_pred": 3102, + "n_ref": 3534 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6594153636981646, + "FN": 451, + "FP": 50, + "IoU": 0.4918864097363083, + "TN": 1050406, + "TP": 485, + "n_pred": 535, + "n_ref": 936 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9731647683224999, + "FN": 617, + "FP": 283, + "IoU": 0.9477321563389279, + "TN": 1034173, + "TP": 16319, + "n_pred": 16602, + "n_ref": 16936 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.7648739932449987, + "FN": 579, + "FP": 1231, + "IoU": 0.6192679848548591, + "TN": 1046638, + "TP": 2944, + "n_pred": 4175, + "n_ref": 3523 + }, + "5": { + "Dice": 0.4374719856566562, + "FN": 1844, + "FP": 666, + "IoU": 0.2799770510613884, + "TN": 1047906, + "TP": 976, + "n_pred": 1642, + "n_ref": 2820 + }, + "6": { + "Dice": 0.9799469774773699, + "FN": 3778, + "FP": 4618, + "IoU": 0.960682391836773, + "TN": 837849, + "TP": 205147, + "n_pred": 209765, + "n_ref": 208925 + }, + "7": { + "Dice": 0.8694046913371157, + "FN": 15185, + "FP": 237, + "IoU": 0.7689795673797112, + "TN": 984636, + "TP": 51334, + "n_pred": 51571, + "n_ref": 66519 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8983395459166384, + "FN": 159, + "FP": 441, + "IoU": 0.8154414026453399, + "TN": 1048141, + "TP": 2651, + "n_pred": 3092, + "n_ref": 2810 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0017.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0017.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.949408978367291, + "FN": 15373, + "FP": 3446, + "IoU": 0.9036903598241565, + "TN": 1907383, + "TP": 176582, + "n_pred": 180028, + "n_ref": 191955 + }, + "10": { + "Dice": 0.2241701729780271, + "FN": 2092, + "FP": 4546, + "IoU": 0.1262340397525339, + "TN": 2095187, + "TP": 959, + "n_pred": 5505, + "n_ref": 3051 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 2102779, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "12": { + "Dice": 0.25908629441624365, + "FN": 3116, + "FP": 533, + "IoU": 0.14882202006064849, + "TN": 2098497, + "TP": 638, + "n_pred": 1171, + "n_ref": 3754 + }, + "13": { + "Dice": 0.1411141435222347, + "FN": 30094, + "FP": 2006, + "IoU": 0.07591329130322134, + "TN": 2068047, + "TP": 2637, + "n_pred": 4643, + "n_ref": 32731 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 16, + "IoU": 0.0, + "TN": 2102768, + "TP": 0, + "n_pred": 16, + "n_ref": 0 + }, + "3": { + "Dice": 0.5892351274787535, + "FN": 145, + "FP": 0, + "IoU": 0.41767068273092367, + "TN": 2102535, + "TP": 104, + "n_pred": 104, + "n_ref": 249 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 367, + "IoU": 0.0, + "TN": 2102417, + "TP": 0, + "n_pred": 367, + "n_ref": 0 + }, + "5": { + "Dice": 0.8523424428332403, + "FN": 1496, + "FP": 622, + "IoU": 0.7426801117725671, + "TN": 2094553, + "TP": 6113, + "n_pred": 6735, + "n_ref": 7609 + }, + "6": { + "Dice": 0.8888883549614011, + "FN": 28183, + "FP": 18062, + "IoU": 0.7999991350378853, + "TN": 1871560, + "TP": 184979, + "n_pred": 203041, + "n_ref": 213162 + }, + "7": { + "Dice": 0.7152617859793886, + "FN": 44726, + "FP": 37747, + "IoU": 0.5567373790034343, + "TN": 1916725, + "TP": 103586, + "n_pred": 141333, + "n_ref": 148312 + }, + "8": { + "Dice": 0.9103607093663911, + "FN": 4616, + "FP": 3714, + "IoU": 0.8354697900412806, + "TN": 2052155, + "TP": 42299, + "n_pred": 46013, + "n_ref": 46915 + }, + "9": { + "Dice": 0.8777307826626829, + "FN": 2239, + "FP": 4063, + "IoU": 0.7821035889634188, + "TN": 2073862, + "TP": 22620, + "n_pred": 26683, + "n_ref": 24859 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0021.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0021.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9795688286588593, + "FN": 2089, + "FP": 1463, + "IoU": 0.959955807084395, + "TN": 612226, + "TP": 85150, + "n_pred": 86613, + "n_ref": 87239 + }, + "10": { + "Dice": 0.7590956730049409, + "FN": 1483, + "FP": 126, + "IoU": 0.6117277992277992, + "TN": 696784, + "TP": 2535, + "n_pred": 2661, + "n_ref": 4018 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 9, + "FP": 0, + "IoU": 0.0, + "TN": 700919, + "TP": 0, + "n_pred": 0, + "n_ref": 9 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9642207398423287, + "FN": 1596, + "FP": 587, + "IoU": 0.9309133489461359, + "TN": 669330, + "TP": 29415, + "n_pred": 30002, + "n_ref": 31011 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7013372956909361, + "FN": 201, + "FP": 0, + "IoU": 0.540045766590389, + "TN": 700491, + "TP": 236, + "n_pred": 236, + "n_ref": 437 + }, + "6": { + "Dice": 0.9326021142488461, + "FN": 5021, + "FP": 411, + "IoU": 0.873715534477147, + "TN": 657914, + "TP": 37582, + "n_pred": 37993, + "n_ref": 42603 + }, + "7": { + "Dice": 0.9321421533206332, + "FN": 969, + "FP": 64, + "IoU": 0.8729084645669292, + "TN": 692800, + "TP": 7095, + "n_pred": 7159, + "n_ref": 8064 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.750195113165636, + "FN": 1067, + "FP": 3094, + "IoU": 0.6002497838409069, + "TN": 690519, + "TP": 6248, + "n_pred": 9342, + "n_ref": 7315 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0033.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0033.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7129013207344572, + "FN": 18656, + "FP": 2734, + "IoU": 0.5538824118297286, + "TN": 1529141, + "TP": 26557, + "n_pred": 29291, + "n_ref": 45213 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.44696741639071663, + "FN": 4728, + "FP": 33851, + "IoU": 0.2878029869482545, + "TN": 1522919, + "TP": 15590, + "n_pred": 49441, + "n_ref": 20318 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.6459824980111376, + "FN": 354, + "FP": 91, + "IoU": 0.4770857814336075, + "TN": 1576237, + "TP": 406, + "n_pred": 497, + "n_ref": 760 + }, + "5": { + "Dice": 0.0, + "FN": 6, + "FP": 0, + "IoU": 0.0, + "TN": 1577082, + "TP": 0, + "n_pred": 0, + "n_ref": 6 + }, + "6": { + "Dice": 0.8047538200339559, + "FN": 626, + "FP": 179, + "IoU": 0.6732954545454546, + "TN": 1574624, + "TP": 1659, + "n_pred": 1838, + "n_ref": 2285 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 2645, + "IoU": 0.0, + "TN": 1574443, + "TP": 0, + "n_pred": 2645, + "n_ref": 0 + }, + "8": { + "Dice": 0.8272956427799784, + "FN": 851, + "FP": 3945, + "IoU": 0.7054596818768041, + "TN": 1560805, + "TP": 11487, + "n_pred": 15432, + "n_ref": 12338 + }, + "9": { + "Dice": 0.8065823877947561, + "FN": 3279, + "FP": 4784, + "IoU": 0.675859296482412, + "TN": 1552213, + "TP": 16812, + "n_pred": 21596, + "n_ref": 20091 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0044.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0044.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7699530516431925, + "FN": 488, + "FP": 198, + "IoU": 0.6259541984732825, + "TN": 2801878, + "TP": 1148, + "n_pred": 1346, + "n_ref": 1636 + }, + "10": { + "Dice": 0.6839796490665812, + "FN": 21710, + "FP": 9844, + "IoU": 0.5197333373921249, + "TN": 2738011, + "TP": 34147, + "n_pred": 43991, + "n_ref": 55857 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 62, + "IoU": 0.0, + "TN": 2803650, + "TP": 0, + "n_pred": 62, + "n_ref": 0 + }, + "13": { + "Dice": 0.2002194031110236, + "FN": 6710, + "FP": 21723, + "IoU": 0.11124656164041011, + "TN": 2771720, + "TP": 3559, + "n_pred": 25282, + "n_ref": 10269 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 1260, + "IoU": 0.0, + "TN": 2802452, + "TP": 0, + "n_pred": 1260, + "n_ref": 0 + }, + "2": { + "Dice": 0.9448952167504405, + "FN": 8659, + "FP": 3192, + "IoU": 0.8955463303277894, + "TN": 2690255, + "TP": 101606, + "n_pred": 104798, + "n_ref": 110265 + }, + "3": { + "Dice": 0.9593553861918791, + "FN": 6336, + "FP": 3818, + "IoU": 0.9218856980206017, + "TN": 2673723, + "TP": 119835, + "n_pred": 123653, + "n_ref": 126171 + }, + "4": { + "Dice": 0.8138148342652374, + "FN": 4216, + "FP": 1811, + "IoU": 0.6860773998645763, + "TN": 2784513, + "TP": 13172, + "n_pred": 14983, + "n_ref": 17388 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9712560712136508, + "FN": 5356, + "FP": 12126, + "IoU": 0.9441183991816903, + "TN": 2490872, + "TP": 295358, + "n_pred": 307484, + "n_ref": 300714 + }, + "7": { + "Dice": 0.6830630805097686, + "FN": 36775, + "FP": 5776, + "IoU": 0.518675625537306, + "TN": 2715308, + "TP": 45853, + "n_pred": 51629, + "n_ref": 82628 + }, + "8": { + "Dice": 0.92566592941629, + "FN": 206, + "FP": 567, + "IoU": 0.8616183315431436, + "TN": 2798126, + "TP": 4813, + "n_pred": 5380, + "n_ref": 5019 + }, + "9": { + "Dice": 0.8538056451465952, + "FN": 2747, + "FP": 5276, + "IoU": 0.744904772503259, + "TN": 2772261, + "TP": 23428, + "n_pred": 28704, + "n_ref": 26175 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0058.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0058.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 3349, + "IoU": 0.0, + "TN": 522347, + "TP": 0, + "n_pred": 3349, + "n_ref": 0 + }, + "7": { + "Dice": 0.967514756767759, + "FN": 1357, + "FP": 239, + "IoU": 0.9370736900208966, + "TN": 500333, + "TP": 23767, + "n_pred": 24006, + "n_ref": 25124 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0059.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0059.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7494619876021367, + "FN": 28685, + "FP": 536, + "IoU": 0.5993116404075308, + "TN": 1504161, + "TP": 43706, + "n_pred": 44242, + "n_ref": 72391 + }, + "10": { + "Dice": 0.8864748533217186, + "FN": 3070, + "FP": 1361, + "IoU": 0.7960977405549675, + "TN": 1555357, + "TP": 17300, + "n_pred": 18661, + "n_ref": 20370 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 10, + "IoU": 0.0, + "TN": 1577078, + "TP": 0, + "n_pred": 10, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8873306019539867, + "FN": 1805, + "FP": 2485, + "IoU": 0.7974791106075627, + "TN": 1555905, + "TP": 16893, + "n_pred": 19378, + "n_ref": 18698 + }, + "14": { + "Dice": 0.5775401069518716, + "FN": 95, + "FP": 63, + "IoU": 0.40601503759398494, + "TN": 1576822, + "TP": 108, + "n_pred": 171, + "n_ref": 203 + }, + "15": { + "Dice": 0.73695343594311, + "FN": 8398, + "FP": 1053, + "IoU": 0.5834728955486999, + "TN": 1554398, + "TP": 13239, + "n_pred": 14292, + "n_ref": 21637 + }, + "2": { + "Dice": 0.8955696202531646, + "FN": 27, + "FP": 39, + "IoU": 0.8108882521489972, + "TN": 1576739, + "TP": 283, + "n_pred": 322, + "n_ref": 310 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9384912130304329, + "FN": 1130, + "FP": 592, + "IoU": 0.8841106400161518, + "TN": 1562229, + "TP": 13137, + "n_pred": 13729, + "n_ref": 14267 + }, + "9": { + "Dice": 0.8885271900171111, + "FN": 1202, + "FP": 1469, + "IoU": 0.7994142385100631, + "TN": 1563772, + "TP": 10645, + "n_pred": 12114, + "n_ref": 11847 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0066.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0066.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9356242464101721, + "FN": 7840, + "FP": 3906, + "IoU": 0.8790356631617973, + "TN": 2180913, + "TP": 85357, + "n_pred": 89263, + "n_ref": 93197 + }, + "10": { + "Dice": 0.7473650975026688, + "FN": 4303, + "FP": 12500, + "IoU": 0.596634419185251, + "TN": 2236359, + "TP": 24854, + "n_pred": 37354, + "n_ref": 29157 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7942652329749104, + "FN": 521, + "FP": 627, + "IoU": 0.6587395957193817, + "TN": 2274652, + "TP": 2216, + "n_pred": 2843, + "n_ref": 2737 + }, + "13": { + "Dice": 0.8716875871687587, + "FN": 450, + "FP": 102, + "IoU": 0.7725587144622992, + "TN": 2275589, + "TP": 1875, + "n_pred": 1977, + "n_ref": 2325 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.5587044534412956, + "FN": 59, + "FP": 486, + "IoU": 0.38764044943820225, + "TN": 2277126, + "TP": 345, + "n_pred": 831, + "n_ref": 404 + }, + "4": { + "Dice": 0.9141541217109471, + "FN": 2423, + "FP": 1603, + "IoU": 0.8418820202654936, + "TN": 2252554, + "TP": 21436, + "n_pred": 23039, + "n_ref": 23859 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.868371367756056, + "FN": 1068, + "FP": 31769, + "IoU": 0.7673642598050329, + "TN": 2136864, + "TP": 108315, + "n_pred": 140084, + "n_ref": 109383 + }, + "7": { + "Dice": 0.9507322546396918, + "FN": 65932, + "FP": 5949, + "IoU": 0.9060911848702827, + "TN": 1512582, + "TP": 693553, + "n_pred": 699502, + "n_ref": 759485 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0069.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0069.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8463961460070409, + "FN": 1193, + "FP": 3781, + "IoU": 0.7336973980083521, + "TN": 857482, + "TP": 13704, + "n_pred": 17485, + "n_ref": 14897 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6941336727630022, + "FN": 2347, + "FP": 11350, + "IoU": 0.5315503266185574, + "TN": 846921, + "TP": 15542, + "n_pred": 26892, + "n_ref": 17889 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.3905325443786982, + "FN": 64, + "FP": 142, + "IoU": 0.2426470588235294, + "TN": 875888, + "TP": 66, + "n_pred": 208, + "n_ref": 130 + }, + "3": { + "Dice": 0.9470009037720591, + "FN": 3058, + "FP": 2513, + "IoU": 0.8993368628372151, + "TN": 820817, + "TP": 49772, + "n_pred": 52285, + "n_ref": 52830 + }, + "4": { + "Dice": 0.5, + "FN": 10, + "FP": 2, + "IoU": 0.3333333333333333, + "TN": 876142, + "TP": 6, + "n_pred": 8, + "n_ref": 16 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9209246652203187, + "FN": 164, + "FP": 1950, + "IoU": 0.853438713255685, + "TN": 861736, + "TP": 12310, + "n_pred": 14260, + "n_ref": 12474 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.8870405754748791, + "FN": 708, + "FP": 297, + "IoU": 0.7970107049080993, + "TN": 871209, + "TP": 3946, + "n_pred": 4243, + "n_ref": 4654 + }, + "9": { + "Dice": 0.9294474236418746, + "FN": 2186, + "FP": 840, + "IoU": 0.8681940935621569, + "TN": 853202, + "TP": 19932, + "n_pred": 20772, + "n_ref": 22118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0072.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0072.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8735036218070911, + "FN": 766, + "FP": 4211, + "IoU": 0.7754162718288886, + "TN": 1554927, + "TP": 17184, + "n_pred": 21395, + "n_ref": 17950 + }, + "7": { + "Dice": 0.905043702181395, + "FN": 2850, + "FP": 985, + "IoU": 0.8265569173714441, + "TN": 1554977, + "TP": 18276, + "n_pred": 19261, + "n_ref": 21126 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0081.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0081.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.35294117647058826, + "FN": 34, + "FP": 32, + "IoU": 0.21428571428571427, + "TN": 2453164, + "TP": 18, + "n_pred": 50, + "n_ref": 52 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9579579579579579, + "FN": 6777, + "FP": 2995, + "IoU": 0.9193083573487032, + "TN": 2332145, + "TP": 111331, + "n_pred": 114326, + "n_ref": 118108 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 4176, + "IoU": 0.0, + "TN": 2449072, + "TP": 0, + "n_pred": 4176, + "n_ref": 0 + }, + "4": { + "Dice": 0.8112404874493653, + "FN": 21939, + "FP": 335, + "IoU": 0.6824260743106447, + "TN": 2383110, + "TP": 47864, + "n_pred": 48199, + "n_ref": 69803 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 880, + "IoU": 0.0, + "TN": 2452368, + "TP": 0, + "n_pred": 880, + "n_ref": 0 + }, + "6": { + "Dice": 0.9594321790898921, + "FN": 1787, + "FP": 1368, + "IoU": 0.9220275313249141, + "TN": 2412785, + "TP": 37308, + "n_pred": 38676, + "n_ref": 39095 + }, + "7": { + "Dice": 0.43108630313439245, + "FN": 1275, + "FP": 50, + "IoU": 0.27476737821565406, + "TN": 2451421, + "TP": 502, + "n_pred": 552, + "n_ref": 1777 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0102.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0102.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8783231177805755, + "FN": 915, + "FP": 12326, + "IoU": 0.7830446822106798, + "TN": 3443609, + "TP": 47790, + "n_pred": 60116, + "n_ref": 48705 + }, + "10": { + "Dice": 0.8756347290435361, + "FN": 6474, + "FP": 2490, + "IoU": 0.7787813726216036, + "TN": 3464119, + "TP": 31557, + "n_pred": 34047, + "n_ref": 38031 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3504640, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3504640, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.71844338188552, + "FN": 2336, + "FP": 7851, + "IoU": 0.5606021394064873, + "TN": 3481456, + "TP": 12997, + "n_pred": 20848, + "n_ref": 15333 + }, + "14": { + "Dice": 0.07495060373216246, + "FN": 14118, + "FP": 28018, + "IoU": 0.03893437949045458, + "TN": 3460797, + "TP": 1707, + "n_pred": 29725, + "n_ref": 15825 + }, + "15": { + "Dice": 0.8877814166152483, + "FN": 13, + "FP": 7080, + "IoU": 0.7982076813655761, + "TN": 3469490, + "TP": 28057, + "n_pred": 35137, + "n_ref": 28070 + }, + "2": { + "Dice": 0.9062359802602064, + "FN": 342, + "FP": 76, + "IoU": 0.8285479901558654, + "TN": 3502202, + "TP": 2020, + "n_pred": 2096, + "n_ref": 2362 + }, + "3": { + "Dice": 0.9576903187175091, + "FN": 4085, + "FP": 2133, + "IoU": 0.918815526628455, + "TN": 3428049, + "TP": 70373, + "n_pred": 72506, + "n_ref": 74458 + }, + "4": { + "Dice": 0.7604712041884817, + "FN": 19, + "FP": 347, + "IoU": 0.6135163674762407, + "TN": 3503693, + "TP": 581, + "n_pred": 928, + "n_ref": 600 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3504640, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6074954061792232, + "FN": 8981, + "FP": 204, + "IoU": 0.43626097096912786, + "TN": 3488347, + "TP": 7108, + "n_pred": 7312, + "n_ref": 16089 + }, + "7": { + "Dice": 0.9154148636864706, + "FN": 627, + "FP": 4514, + "IoU": 0.8440230582524272, + "TN": 3471680, + "TP": 27819, + "n_pred": 32333, + "n_ref": 28446 + }, + "8": { + "Dice": 0.9495470165573259, + "FN": 22, + "FP": 624, + "IoU": 0.9039405204460966, + "TN": 3497915, + "TP": 6079, + "n_pred": 6703, + "n_ref": 6101 + }, + "9": { + "Dice": 0.9140216650253769, + "FN": 686, + "FP": 1584, + "IoU": 0.8416573660714286, + "TN": 3490304, + "TP": 12066, + "n_pred": 13650, + "n_ref": 12752 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0109.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0109.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9840262432955973, + "FN": 1363, + "FP": 278, + "IoU": 0.9685547848081861, + "TN": 999206, + "TP": 50545, + "n_pred": 50823, + "n_ref": 51908 + }, + "10": { + "Dice": 0.8540256252447826, + "FN": 1491, + "FP": 1118, + "IoU": 0.7452397226833317, + "TN": 1041151, + "TP": 7632, + "n_pred": 8750, + "n_ref": 9123 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.79706132879046, + "FN": 764, + "FP": 1142, + "IoU": 0.6625951495839971, + "TN": 1045743, + "TP": 3743, + "n_pred": 4885, + "n_ref": 4507 + }, + "13": { + "Dice": 0.0, + "FN": 49, + "FP": 0, + "IoU": 0.0, + "TN": 1051343, + "TP": 0, + "n_pred": 0, + "n_ref": 49 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9791975630285783, + "FN": 238, + "FP": 281, + "IoU": 0.959242971572169, + "TN": 1038658, + "TP": 12215, + "n_pred": 12496, + "n_ref": 12453 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9033613445378151, + "FN": 46, + "FP": 0, + "IoU": 0.8237547892720306, + "TN": 1051131, + "TP": 215, + "n_pred": 215, + "n_ref": 261 + }, + "7": { + "Dice": 0.8903318903318903, + "FN": 268, + "FP": 36, + "IoU": 0.8023407022106632, + "TN": 1049854, + "TP": 1234, + "n_pred": 1270, + "n_ref": 1502 + }, + "8": { + "Dice": 0.9774006481323555, + "FN": 459, + "FP": 601, + "IoU": 0.9558001834709365, + "TN": 1027410, + "TP": 22922, + "n_pred": 23523, + "n_ref": 23381 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0118.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0118.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.5247252747252747, + "FN": 2167, + "FP": 255, + "IoU": 0.35567970204841715, + "TN": 2975185, + "TP": 1337, + "n_pred": 1592, + "n_ref": 3504 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6363837312113174, + "FN": 8662, + "FP": 1208, + "IoU": 0.46668828011022856, + "TN": 2960437, + "TP": 8637, + "n_pred": 9845, + "n_ref": 17299 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.5504323706966878, + "FN": 49592, + "FP": 19293, + "IoU": 0.3797217594885417, + "TN": 2867889, + "TP": 42170, + "n_pred": 61463, + "n_ref": 91762 + }, + "3": { + "Dice": 0.7346919391265804, + "FN": 49225, + "FP": 1053, + "IoU": 0.5806427397763005, + "TN": 2859051, + "TP": 69615, + "n_pred": 70668, + "n_ref": 118840 + }, + "4": { + "Dice": 0.1013748550604605, + "FN": 686, + "FP": 26439, + "IoU": 0.053393823067527484, + "TN": 2950289, + "TP": 1530, + "n_pred": 27969, + "n_ref": 2216 + }, + "5": { + "Dice": 0.734093900833699, + "FN": 1144, + "FP": 68, + "IoU": 0.579896013864818, + "TN": 2976059, + "TP": 1673, + "n_pred": 1741, + "n_ref": 2817 + }, + "6": { + "Dice": 0.9642180890072964, + "FN": 11461, + "FP": 5811, + "IoU": 0.9309084072371764, + "TN": 2728957, + "TP": 232715, + "n_pred": 238526, + "n_ref": 244176 + }, + "7": { + "Dice": 0.9501677164024228, + "FN": 4493, + "FP": 1702, + "IoU": 0.905066200809121, + "TN": 2913688, + "TP": 59061, + "n_pred": 60763, + "n_ref": 63554 + }, + "8": { + "Dice": 0.9167865214711322, + "FN": 152, + "FP": 253, + "IoU": 0.8463581183611533, + "TN": 2976308, + "TP": 2231, + "n_pred": 2484, + "n_ref": 2383 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0127.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0127.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9939369239899044, + "FN": 1162, + "FP": 534, + "IoU": 0.9879469266795062, + "TN": 560217, + "TP": 139015, + "n_pred": 139549, + "n_ref": 140177 + }, + "10": { + "Dice": 0.7737140160453044, + "FN": 1917, + "FP": 1, + "IoU": 0.6309409274581489, + "TN": 695731, + "TP": 3279, + "n_pred": 3280, + "n_ref": 5196 + }, + "11": { + "Dice": 0.15384615384615385, + "FN": 1, + "FP": 21, + "IoU": 0.08333333333333333, + "TN": 700904, + "TP": 2, + "n_pred": 23, + "n_ref": 3 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.883765243902439, + "FN": 389, + "FP": 221, + "IoU": 0.7917377944691021, + "TN": 697999, + "TP": 2319, + "n_pred": 2540, + "n_ref": 2708 + }, + "3": { + "Dice": 0.9386394824544207, + "FN": 167, + "FP": 146, + "IoU": 0.884373845585519, + "TN": 698221, + "TP": 2394, + "n_pred": 2540, + "n_ref": 2561 + }, + "4": { + "Dice": 0.9619718881478375, + "FN": 2139, + "FP": 672, + "IoU": 0.9267300925322559, + "TN": 662563, + "TP": 35554, + "n_pred": 36226, + "n_ref": 37693 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9841538018064185, + "FN": 1926, + "FP": 2032, + "IoU": 0.9688019737205105, + "TN": 574061, + "TP": 122909, + "n_pred": 124941, + "n_ref": 124835 + }, + "7": { + "Dice": 0.5714285714285714, + "FN": 0, + "FP": 15, + "IoU": 0.4, + "TN": 700903, + "TP": 10, + "n_pred": 25, + "n_ref": 10 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0147.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0147.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9362149122371006, + "FN": 19183, + "FP": 66, + "IoU": 0.8800789962246284, + "TN": 1241342, + "TP": 141265, + "n_pred": 141331, + "n_ref": 160448 + }, + "10": { + "Dice": 0.8607888104266479, + "FN": 4548, + "FP": 1583, + "IoU": 0.7556007334768396, + "TN": 1376770, + "TP": 18955, + "n_pred": 20538, + "n_ref": 23503 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.889959447510443, + "FN": 2107, + "FP": 1502, + "IoU": 0.8017359775861121, + "TN": 1383653, + "TP": 14594, + "n_pred": 16096, + "n_ref": 16701 + }, + "14": { + "Dice": 0.9908431495968588, + "FN": 402, + "FP": 2042, + "IoU": 0.9818524733801625, + "TN": 1267182, + "TP": 132230, + "n_pred": 134272, + "n_ref": 132632 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9659248956884562, + "FN": 29, + "FP": 69, + "IoU": 0.9340954942837929, + "TN": 1400369, + "TP": 1389, + "n_pred": 1458, + "n_ref": 1418 + }, + "4": { + "Dice": 0.9275652334184681, + "FN": 753, + "FP": 1998, + "IoU": 0.8649152958507242, + "TN": 1381491, + "TP": 17614, + "n_pred": 19612, + "n_ref": 18367 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9227358603371996, + "FN": 5151, + "FP": 27157, + "IoU": 0.8565548841401418, + "TN": 1176627, + "TP": 192921, + "n_pred": 220078, + "n_ref": 198072 + }, + "7": { + "Dice": 0.9329903885203736, + "FN": 387, + "FP": 603, + "IoU": 0.8743973610758691, + "TN": 1393974, + "TP": 6892, + "n_pred": 7495, + "n_ref": 7279 + }, + "8": { + "Dice": 0.8061053545945275, + "FN": 1748, + "FP": 1377, + "IoU": 0.6751896892214947, + "TN": 1392235, + "TP": 6496, + "n_pred": 7873, + "n_ref": 8244 + }, + "9": { + "Dice": 0.9090594744121715, + "FN": 864, + "FP": 714, + "IoU": 0.8332805071315372, + "TN": 1392391, + "TP": 7887, + "n_pred": 8601, + "n_ref": 8751 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0159.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0159.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9708660156875301, + "FN": 641, + "FP": 87, + "IoU": 0.943381552340955, + "TN": 1739462, + "TP": 12130, + "n_pred": 12217, + "n_ref": 12771 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9761485030661905, + "FN": 1679, + "FP": 3070, + "IoU": 0.9534082882034377, + "TN": 1650392, + "TP": 97179, + "n_pred": 100249, + "n_ref": 98858 + }, + "15": { + "Dice": 0.2037159433061614, + "FN": 886, + "FP": 9957, + "IoU": 0.1134096484055601, + "TN": 1740090, + "TP": 1387, + "n_pred": 11344, + "n_ref": 2273 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.905940594059406, + "FN": 60, + "FP": 54, + "IoU": 0.8280542986425339, + "TN": 1751657, + "TP": 549, + "n_pred": 603, + "n_ref": 609 + }, + "7": { + "Dice": 0.9536467292039792, + "FN": 715, + "FP": 4513, + "IoU": 0.9114003423322656, + "TN": 1693313, + "TP": 53779, + "n_pred": 58292, + "n_ref": 54494 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0161.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0161.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9698192912461864, + "FN": 784, + "FP": 502, + "IoU": 0.941406961909969, + "TN": 1204676, + "TP": 20662, + "n_pred": 21164, + "n_ref": 21446 + }, + "10": { + "Dice": 0.8350949491866041, + "FN": 2185, + "FP": 10780, + "IoU": 0.7168781254776931, + "TN": 1180831, + "TP": 32828, + "n_pred": 43608, + "n_ref": 35013 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6859649122807018, + "FN": 611, + "FP": 105, + "IoU": 0.5220293724966623, + "TN": 1225126, + "TP": 782, + "n_pred": 887, + "n_ref": 1393 + }, + "13": { + "Dice": 0.8223831695119849, + "FN": 1797, + "FP": 4383, + "IoU": 0.6983452921364768, + "TN": 1206137, + "TP": 14307, + "n_pred": 18690, + "n_ref": 16104 + }, + "14": { + "Dice": 0.9203828140908166, + "FN": 2955, + "FP": 4474, + "IoU": 0.8525084873632591, + "TN": 1176255, + "TP": 42940, + "n_pred": 47414, + "n_ref": 45895 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 1749, + "IoU": 0.0, + "TN": 1224875, + "TP": 0, + "n_pred": 1749, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9713689951078676, + "FN": 295, + "FP": 62, + "IoU": 0.9443318259784812, + "TN": 1220211, + "TP": 6056, + "n_pred": 6118, + "n_ref": 6351 + }, + "4": { + "Dice": 0.9065000528746167, + "FN": 10000, + "FP": 610, + "IoU": 0.828989571748626, + "TN": 1164581, + "TP": 51433, + "n_pred": 52043, + "n_ref": 61433 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9683733261608807, + "FN": 7329, + "FP": 902, + "IoU": 0.9386858160202022, + "TN": 1092381, + "TP": 126012, + "n_pred": 126914, + "n_ref": 133341 + }, + "7": { + "Dice": 0.9250330276210186, + "FN": 5612, + "FP": 4205, + "IoU": 0.8605222777904069, + "TN": 1156240, + "TP": 60567, + "n_pred": 64772, + "n_ref": 66179 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0180.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0180.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9359682049017443, + "FN": 160, + "FP": 420, + "IoU": 0.8796430794770699, + "TN": 1397037, + "TP": 4239, + "n_pred": 4659, + "n_ref": 4399 + }, + "10": { + "Dice": 0.7831162324649299, + "FN": 7082, + "FP": 1576, + "IoU": 0.6435423442710692, + "TN": 1377567, + "TP": 15631, + "n_pred": 17207, + "n_ref": 22713 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6996628869138829, + "FN": 1262, + "FP": 698, + "IoU": 0.5380626914918689, + "TN": 1397613, + "TP": 2283, + "n_pred": 2981, + "n_ref": 3545 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9727075482471166, + "FN": 212, + "FP": 27, + "IoU": 0.9468652734548688, + "TN": 1397358, + "TP": 4259, + "n_pred": 4286, + "n_ref": 4471 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.37209302325581395, + "FN": 29, + "FP": 25, + "IoU": 0.22857142857142856, + "TN": 1401786, + "TP": 16, + "n_pred": 41, + "n_ref": 45 + }, + "6": { + "Dice": 0.9409974535743122, + "FN": 1241, + "FP": 659, + "IoU": 0.8885695853615624, + "TN": 1384805, + "TP": 15151, + "n_pred": 15810, + "n_ref": 16392 + }, + "7": { + "Dice": 0.9599406528189911, + "FN": 1950, + "FP": 1884, + "IoU": 0.9229671897289586, + "TN": 1352085, + "TP": 45937, + "n_pred": 47821, + "n_ref": 47887 + }, + "8": { + "Dice": 0.8980075610503729, + "FN": 589, + "FP": 4402, + "IoU": 0.814894485035048, + "TN": 1374893, + "TP": 21972, + "n_pred": 26374, + "n_ref": 22561 + }, + "9": { + "Dice": 0.6929735234215886, + "FN": 1, + "FP": 1205, + "IoU": 0.5301908843007401, + "TN": 1399289, + "TP": 1361, + "n_pred": 2566, + "n_ref": 1362 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0188.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0188.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4057647190258072, + "FN": 3462, + "FP": 1857, + "IoU": 0.2545199719691661, + "TN": 1394721, + "TP": 1816, + "n_pred": 3673, + "n_ref": 5278 + }, + "10": { + "Dice": 0.6536747865917135, + "FN": 3143, + "FP": 5174, + "IoU": 0.48552517629592973, + "TN": 1385690, + "TP": 7849, + "n_pred": 13023, + "n_ref": 10992 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.4815049672373705, + "FN": 993, + "FP": 1460, + "IoU": 0.3170935412026726, + "TN": 1398264, + "TP": 1139, + "n_pred": 2599, + "n_ref": 2132 + }, + "13": { + "Dice": 0.4441408302679979, + "FN": 11202, + "FP": 4665, + "IoU": 0.2854633882734396, + "TN": 1379650, + "TP": 6339, + "n_pred": 11004, + "n_ref": 17541 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.3306378843617686, + "FN": 314, + "FP": 38260, + "IoU": 0.19806241034489927, + "TN": 1353755, + "TP": 9527, + "n_pred": 47787, + "n_ref": 9841 + }, + "3": { + "Dice": 0.4641200123724095, + "FN": 47290, + "FP": 1220, + "IoU": 0.3021850770315175, + "TN": 1332339, + "TP": 21007, + "n_pred": 22227, + "n_ref": 68297 + }, + "4": { + "Dice": 0.21775120717406302, + "FN": 793, + "FP": 12815, + "IoU": 0.12217778351180493, + "TN": 1386354, + "TP": 1894, + "n_pred": 14709, + "n_ref": 2687 + }, + "5": { + "Dice": 0.0, + "FN": 12, + "FP": 0, + "IoU": 0.0, + "TN": 1401844, + "TP": 0, + "n_pred": 0, + "n_ref": 12 + }, + "6": { + "Dice": 0.9868838499677246, + "FN": 2987, + "FP": 833, + "IoU": 0.9741073123119052, + "TN": 1254324, + "TP": 143712, + "n_pred": 144545, + "n_ref": 146699 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 4094, + "IoU": 0.0, + "TN": 1397762, + "TP": 0, + "n_pred": 4094, + "n_ref": 0 + }, + "8": { + "Dice": 0.9496097346527427, + "FN": 2460, + "FP": 3615, + "IoU": 0.9040542034524693, + "TN": 1338539, + "TP": 57242, + "n_pred": 60857, + "n_ref": 59702 + }, + "9": { + "Dice": 0.5044765840220385, + "FN": 5448, + "FP": 308, + "IoU": 0.33732443011743035, + "TN": 1393170, + "TP": 2930, + "n_pred": 3238, + "n_ref": 8378 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0192.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9170078809492361, + "FN": 938, + "FP": 2832, + "IoU": 0.8467355069517847, + "TN": 2428650, + "TP": 20828, + "n_pred": 23660, + "n_ref": 21766 + }, + "11": { + "Dice": 0.4631578947368421, + "FN": 102, + "FP": 0, + "IoU": 0.3013698630136986, + "TN": 2453102, + "TP": 44, + "n_pred": 44, + "n_ref": 146 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7591894090673766, + "FN": 5604, + "FP": 908, + "IoU": 0.6118495559396793, + "TN": 2436471, + "TP": 10265, + "n_pred": 11173, + "n_ref": 15869 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9535714285714286, + "FN": 0, + "FP": 26, + "IoU": 0.9112627986348123, + "TN": 2452955, + "TP": 267, + "n_pred": 293, + "n_ref": 267 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.935361216730038, + "FN": 82, + "FP": 105, + "IoU": 0.8785714285714286, + "TN": 2451708, + "TP": 1353, + "n_pred": 1458, + "n_ref": 1435 + }, + "6": { + "Dice": 0.9079940641331699, + "FN": 2515, + "FP": 337, + "IoU": 0.8314918759231905, + "TN": 2436323, + "TP": 14073, + "n_pred": 14410, + "n_ref": 16588 + }, + "7": { + "Dice": 0.8776923076923077, + "FN": 155, + "FP": 163, + "IoU": 0.7820424948594928, + "TN": 2451789, + "TP": 1141, + "n_pred": 1304, + "n_ref": 1296 + }, + "8": { + "Dice": 0.9550561797752809, + "FN": 75, + "FP": 285, + "IoU": 0.9139784946236559, + "TN": 2449063, + "TP": 3825, + "n_pred": 4110, + "n_ref": 3900 + }, + "9": { + "Dice": 0.7321081352317631, + "FN": 1885, + "FP": 2386, + "IoU": 0.5774215889977243, + "TN": 2443141, + "TP": 5836, + "n_pred": 8222, + "n_ref": 7721 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0199.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0199.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7899159663865546, + "FN": 20, + "FP": 5, + "IoU": 0.6527777777777778, + "TN": 1051320, + "TP": 47, + "n_pred": 52, + "n_ref": 67 + }, + "10": { + "Dice": 0.7989995916700694, + "FN": 8734, + "FP": 3080, + "IoU": 0.665278368040799, + "TN": 1016097, + "TP": 23481, + "n_pred": 26561, + "n_ref": 32215 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 15, + "FP": 0, + "IoU": 0.0, + "TN": 1051377, + "TP": 0, + "n_pred": 0, + "n_ref": 15 + }, + "13": { + "Dice": 0.5826134982878604, + "FN": 16279, + "FP": 2614, + "IoU": 0.41104772592661865, + "TN": 1019313, + "TP": 13186, + "n_pred": 15800, + "n_ref": 29465 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1850, + "IoU": 0.0, + "TN": 1049542, + "TP": 0, + "n_pred": 1850, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9394004744446841, + "FN": 161, + "FP": 120, + "IoU": 0.8857259048393656, + "TN": 1048933, + "TP": 2178, + "n_pred": 2298, + "n_ref": 2339 + }, + "4": { + "Dice": 0.9042997020008514, + "FN": 621, + "FP": 1627, + "IoU": 0.8253166524205455, + "TN": 1038523, + "TP": 10621, + "n_pred": 12248, + "n_ref": 11242 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.972034451467053, + "FN": 869, + "FP": 7914, + "IoU": 0.9455904945980771, + "TN": 889968, + "TP": 152641, + "n_pred": 160555, + "n_ref": 153510 + }, + "7": { + "Dice": 0.9743530108254398, + "FN": 9132, + "FP": 5424, + "IoU": 0.9499886618977922, + "TN": 760338, + "TP": 276498, + "n_pred": 281922, + "n_ref": 285630 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8534385569334837, + "FN": 280, + "FP": 240, + "IoU": 0.744346116027532, + "TN": 1049358, + "TP": 1514, + "n_pred": 1754, + "n_ref": 1794 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0272.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0272.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9814403996646172, + "FN": 1130, + "FP": 3120, + "IoU": 0.9635571638041176, + "TN": 759539, + "TP": 112371, + "n_pred": 115491, + "n_ref": 113501 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.992868571574567, + "FN": 494, + "FP": 1739, + "IoU": 0.9858381374582216, + "TN": 718483, + "TP": 155444, + "n_pred": 157183, + "n_ref": 155938 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9799830364715861, + "FN": 353, + "FP": 355, + "IoU": 0.9607517046399467, + "TN": 858121, + "TP": 17331, + "n_pred": 17686, + "n_ref": 17684 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 1, + "FP": 0, + "IoU": 0.0, + "TN": 876159, + "TP": 0, + "n_pred": 0, + "n_ref": 1 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 264, + "IoU": 0.0, + "TN": 875896, + "TP": 0, + "n_pred": 264, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0274.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0274.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.34395395266838685, + "FN": 54452, + "FP": 1739, + "IoU": 0.20769588697282892, + "TN": 1155703, + "TP": 14730, + "n_pred": 16469, + "n_ref": 69182 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.3335993292861544, + "FN": 64942, + "FP": 1031, + "IoU": 0.20019154765657202, + "TN": 1144138, + "TP": 16513, + "n_pred": 17544, + "n_ref": 81455 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 43, + "FP": 11378, + "IoU": 0.0, + "TN": 1215203, + "TP": 0, + "n_pred": 11378, + "n_ref": 43 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9543688714009119, + "FN": 1439, + "FP": 2214, + "IoU": 0.9127204090409519, + "TN": 1184770, + "TP": 38201, + "n_pred": 40415, + "n_ref": 39640 + }, + "7": { + "Dice": 0.8609090266026043, + "FN": 3635, + "FP": 47489, + "IoU": 0.7557860142064861, + "TN": 1017283, + "TP": 158217, + "n_pred": 205706, + "n_ref": 161852 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8710736402297993, + "FN": 0, + "FP": 3456, + "IoU": 0.7715947392769811, + "TN": 1211493, + "TP": 11675, + "n_pred": 15131, + "n_ref": 11675 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0307.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0307.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.5405405405405406, + "FN": 100, + "FP": 2, + "IoU": 0.37037037037037035, + "TN": 525534, + "TP": 60, + "n_pred": 62, + "n_ref": 160 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5851844304055431, + "FN": 446, + "FP": 7696, + "IoU": 0.413611811307166, + "TN": 511811, + "TP": 5743, + "n_pred": 13439, + "n_ref": 6189 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8, + "FN": 0, + "FP": 7, + "IoU": 0.6666666666666666, + "TN": 525675, + "TP": 14, + "n_pred": 21, + "n_ref": 14 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9366000534201006, + "FN": 1170, + "FP": 1441, + "IoU": 0.880759921450427, + "TN": 503799, + "TP": 19286, + "n_pred": 20727, + "n_ref": 20456 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9735838839420234, + "FN": 1611, + "FP": 4438, + "IoU": 0.948527472153439, + "TN": 408177, + "TP": 111470, + "n_pred": 115908, + "n_ref": 113081 + }, + "7": { + "Dice": 0.8451872485298669, + "FN": 2276, + "FP": 225, + "IoU": 0.7318825042881647, + "TN": 516368, + "TP": 6827, + "n_pred": 7052, + "n_ref": 9103 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0321.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0321.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8619449733822419, + "FN": 3595, + "FP": 57451, + "IoU": 0.7573842680910594, + "TN": 2727328, + "TP": 190570, + "n_pred": 248021, + "n_ref": 194165 + }, + "10": { + "Dice": 0.8571623670158284, + "FN": 3644, + "FP": 6815, + "IoU": 0.7500298750029875, + "TN": 2937103, + "TP": 31382, + "n_pred": 38197, + "n_ref": 35026 + }, + "11": { + "Dice": 0.37223587223587223, + "FN": 1018, + "FP": 4, + "IoU": 0.22867924528301886, + "TN": 2977619, + "TP": 303, + "n_pred": 307, + "n_ref": 1321 + }, + "12": { + "Dice": 0.6813906794885343, + "FN": 2870, + "FP": 145, + "IoU": 0.5167494790831864, + "TN": 2972705, + "TP": 3224, + "n_pred": 3369, + "n_ref": 6094 + }, + "13": { + "Dice": 0.6507745360994034, + "FN": 10444, + "FP": 2316, + "IoU": 0.4823319404438314, + "TN": 2954295, + "TP": 11889, + "n_pred": 14205, + "n_ref": 22333 + }, + "14": { + "Dice": 0.08408408408408409, + "FN": 265, + "FP": 40, + "IoU": 0.0438871473354232, + "TN": 2978625, + "TP": 14, + "n_pred": 54, + "n_ref": 279 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 29143, + "IoU": 0.0, + "TN": 2949801, + "TP": 0, + "n_pred": 29143, + "n_ref": 0 + }, + "2": { + "Dice": 0.975916781671546, + "FN": 2118, + "FP": 901, + "IoU": 0.9529662865333084, + "TN": 2914756, + "TP": 61169, + "n_pred": 62070, + "n_ref": 63287 + }, + "3": { + "Dice": 0.9240866331218551, + "FN": 2309, + "FP": 1161, + "IoU": 0.8588857259048394, + "TN": 2954354, + "TP": 21120, + "n_pred": 22281, + "n_ref": 23429 + }, + "4": { + "Dice": 0.0, + "FN": 845, + "FP": 67, + "IoU": 0.0, + "TN": 2978032, + "TP": 0, + "n_pred": 67, + "n_ref": 845 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6889961522269109, + "FN": 42860, + "FP": 147730, + "IoU": 0.5255485354961091, + "TN": 2577238, + "TP": 211116, + "n_pred": 358846, + "n_ref": 253976 + }, + "7": { + "Dice": 0.2955967841682127, + "FN": 83840, + "FP": 30062, + "IoU": 0.1734312523131182, + "TN": 2841143, + "TP": 23899, + "n_pred": 53961, + "n_ref": 107739 + }, + "8": { + "Dice": 0.6854368277303841, + "FN": 557, + "FP": 8772, + "IoU": 0.5214179449032986, + "TN": 2959451, + "TP": 10164, + "n_pred": 18936, + "n_ref": 10721 + }, + "9": { + "Dice": 0.9362593255093582, + "FN": 842, + "FP": 619, + "IoU": 0.8801574932327126, + "TN": 2966753, + "TP": 10730, + "n_pred": 11349, + "n_ref": 11572 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0349.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0349.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9743938223938224, + "FN": 425, + "FP": 1233, + "IoU": 0.9500662570774605, + "TN": 5749452, + "TP": 31546, + "n_pred": 32779, + "n_ref": 31971 + }, + "10": { + "Dice": 0.17412431666329217, + "FN": 8, + "FP": 4071, + "IoU": 0.09536482590374806, + "TN": 5778147, + "TP": 430, + "n_pred": 4501, + "n_ref": 438 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 5782656, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 5782656, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 815, + "FP": 0, + "IoU": 0.0, + "TN": 5781841, + "TP": 0, + "n_pred": 0, + "n_ref": 815 + }, + "14": { + "Dice": 0.0, + "FN": 68, + "FP": 22657, + "IoU": 0.0, + "TN": 5759931, + "TP": 0, + "n_pred": 22657, + "n_ref": 68 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 5782656, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 5782656, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 5782656, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.4622603780627616, + "FN": 39913, + "FP": 425, + "IoU": 0.3006103058464526, + "TN": 5724980, + "TP": 17338, + "n_pred": 17763, + "n_ref": 57251 + }, + "5": { + "Dice": 0.49777777777777776, + "FN": 19, + "FP": 94, + "IoU": 0.33136094674556216, + "TN": 5782487, + "TP": 56, + "n_pred": 150, + "n_ref": 75 + }, + "6": { + "Dice": 0.9081117856183922, + "FN": 52844, + "FP": 38188, + "IoU": 0.8316893374773738, + "TN": 5241799, + "TP": 449825, + "n_pred": 488013, + "n_ref": 502669 + }, + "7": { + "Dice": 0.9337674054484961, + "FN": 13824, + "FP": 27801, + "IoU": 0.87576332802063, + "TN": 5447610, + "TP": 293421, + "n_pred": 321222, + "n_ref": 307245 + }, + "8": { + "Dice": 0.7, + "FN": 1, + "FP": 5, + "IoU": 0.5384615384615384, + "TN": 5782643, + "TP": 7, + "n_pred": 12, + "n_ref": 8 + }, + "9": { + "Dice": 0.7618020949862707, + "FN": 11086, + "FP": 625, + "IoU": 0.61525067350023, + "TN": 5752218, + "TP": 18727, + "n_pred": 19352, + "n_ref": 29813 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0362.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0362.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8857306561705944, + "FN": 1141, + "FP": 8033, + "IoU": 0.7948981645017774, + "TN": 1532359, + "TP": 35555, + "n_pred": 43588, + "n_ref": 36696 + }, + "10": { + "Dice": 0.05250854162920338, + "FN": 6797, + "FP": 14279, + "IoU": 0.02696214219759926, + "TN": 1555428, + "TP": 584, + "n_pred": 14863, + "n_ref": 7381 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.28468744476521535, + "FN": 6442, + "FP": 17840, + "IoU": 0.16596826269148862, + "TN": 1547974, + "TP": 4832, + "n_pred": 22672, + "n_ref": 11274 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8457423926365429, + "FN": 17915, + "FP": 1090, + "IoU": 0.7327154590459046, + "TN": 1505984, + "TP": 52099, + "n_pred": 53189, + "n_ref": 70014 + }, + "3": { + "Dice": 0.9606401384083045, + "FN": 215, + "FP": 149, + "IoU": 0.924261339991677, + "TN": 1572282, + "TP": 4442, + "n_pred": 4591, + "n_ref": 4657 + }, + "4": { + "Dice": 0.5267245289114484, + "FN": 73647, + "FP": 2530, + "IoU": 0.35751937722975197, + "TN": 1458521, + "TP": 42390, + "n_pred": 44920, + "n_ref": 116037 + }, + "5": { + "Dice": 0.5537901758641601, + "FN": 3663, + "FP": 16, + "IoU": 0.3829251928882925, + "TN": 1571126, + "TP": 2283, + "n_pred": 2299, + "n_ref": 5946 + }, + "6": { + "Dice": 0.9402716277840195, + "FN": 20664, + "FP": 22716, + "IoU": 0.8872760722805157, + "TN": 1192254, + "TP": 341454, + "n_pred": 364170, + "n_ref": 362118 + }, + "7": { + "Dice": 0.4532300528732131, + "FN": 2188, + "FP": 73199, + "IoU": 0.29301710555930677, + "TN": 1470456, + "TP": 31245, + "n_pred": 104444, + "n_ref": 33433 + }, + "8": { + "Dice": 0.7327968045558807, + "FN": 26144, + "FP": 882, + "IoU": 0.5782788484044629, + "TN": 1513003, + "TP": 37059, + "n_pred": 37941, + "n_ref": 63203 + }, + "9": { + "Dice": 0.6581956797966964, + "FN": 663, + "FP": 144, + "IoU": 0.49053030303030304, + "TN": 1575504, + "TP": 777, + "n_pred": 921, + "n_ref": 1440 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0388.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0388.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8296849973304858, + "FN": 9009, + "FP": 5665, + "IoU": 0.708941605839416, + "TN": 1000976, + "TP": 35742, + "n_pred": 41407, + "n_ref": 44751 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5533376707872479, + "FN": 6946, + "FP": 10217, + "IoU": 0.3824926243074045, + "TN": 1023598, + "TP": 10631, + "n_pred": 20848, + "n_ref": 17577 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 244, + "IoU": 0.0, + "TN": 1051148, + "TP": 0, + "n_pred": 244, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.6538591169531514, + "FN": 1013, + "FP": 14, + "IoU": 0.485728592889334, + "TN": 1049395, + "TP": 970, + "n_pred": 984, + "n_ref": 1983 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 532, + "IoU": 0.0, + "TN": 1050860, + "TP": 0, + "n_pred": 532, + "n_ref": 0 + }, + "6": { + "Dice": 0.9380917010776513, + "FN": 19231, + "FP": 439, + "IoU": 0.8834017984694633, + "TN": 882693, + "TP": 149029, + "n_pred": 149468, + "n_ref": 168260 + }, + "7": { + "Dice": 0.507155573815393, + "FN": 16777, + "FP": 12013, + "IoU": 0.3397243308946632, + "TN": 1007789, + "TP": 14813, + "n_pred": 26826, + "n_ref": 31590 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0403.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0403.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": 0.6862023241241147, + "FN": 2450.013333333334, + "FP": 3411.473333333334, + "IoU": 0.6086581283956799, + "TN": 1502415.1844444447, + "TP": 22082.79555555556, + "n_pred": 25494.268888888888, + "n_ref": 24532.808888888885 + }, + "mean": { + "1": { + "Dice": 0.8897120729021439, + "FN": 1321.8333333333333, + "FP": 1852.2666666666667, + "IoU": 0.8393230483129492, + "TN": 1492115.3333333333, + "TP": 35070.03333333333, + "n_pred": 36922.3, + "n_ref": 36391.86666666667 + }, + "10": { + "Dice": 0.7242157375656942, + "FN": 3513.5666666666666, + "FP": 1770.2666666666667, + "IoU": 0.6254483308369653, + "TN": 1514051.9, + "TP": 11023.733333333334, + "n_pred": 12794.0, + "n_ref": 14537.3 + }, + "11": { + "Dice": 0.414148357686752, + "FN": 139.83333333333334, + "FP": 103.66666666666667, + "IoU": 0.32202329697659304, + "TN": 1529821.3, + "TP": 294.6666666666667, + "n_pred": 398.3333333333333, + "n_ref": 434.5 + }, + "12": { + "Dice": 0.43640308952398144, + "FN": 395.7, + "FP": 194.13333333333333, + "IoU": 0.3294573395383086, + "TN": 1529240.2333333334, + "TP": 529.4, + "n_pred": 723.5333333333333, + "n_ref": 925.1 + }, + "13": { + "Dice": 0.46003976367944616, + "FN": 1652.2666666666667, + "FP": 1882.6, + "IoU": 0.3608550093205677, + "TN": 1523444.5666666667, + "TP": 3380.0333333333333, + "n_pred": 5262.633333333333, + "n_ref": 5032.3 + }, + "14": { + "Dice": 0.5524405442682152, + "FN": 565.5666666666667, + "FP": 6104.0, + "IoU": 0.5247410828018049, + "TN": 1493979.7666666666, + "TP": 29710.133333333335, + "n_pred": 35814.13333333333, + "n_ref": 30275.7 + }, + "15": { + "Dice": 0.8774067320125088, + "FN": 788.3, + "FP": 611.3, + "IoU": 0.794087731335171, + "TN": 1517517.7333333334, + "TP": 11442.133333333333, + "n_pred": 12053.433333333332, + "n_ref": 12230.433333333332 + }, + "2": { + "Dice": 0.7430241998071029, + "FN": 7281.666666666667, + "FP": 852.5, + "IoU": 0.6761091764739949, + "TN": 1509666.0333333334, + "TP": 12559.266666666666, + "n_pred": 13411.766666666666, + "n_ref": 19840.933333333334 + }, + "3": { + "Dice": 0.8058425445268911, + "FN": 1334.2333333333333, + "FP": 10646.9, + "IoU": 0.7478748620589394, + "TN": 1494395.7666666666, + "TP": 23982.566666666666, + "n_pred": 34629.46666666667, + "n_ref": 25316.8 + }, + "4": { + "Dice": 0.64726325143936, + "FN": 1641.0666666666666, + "FP": 705.3333333333334, + "IoU": 0.5753522389054785, + "TN": 1522032.1666666667, + "TP": 5980.9, + "n_pred": 6686.233333333334, + "n_ref": 7621.966666666666 + }, + "5": { + "Dice": 0.44341145031767815, + "FN": 934.9, + "FP": 262.4, + "IoU": 0.32213747187986147, + "TN": 1527781.7, + "TP": 1380.4666666666667, + "n_pred": 1642.8666666666666, + "n_ref": 2315.366666666667 + }, + "6": { + "Dice": 0.9421796469692183, + "FN": 7707.666666666667, + "FP": 3861.1666666666665, + "IoU": 0.893753741433882, + "TN": 1415158.7666666666, + "TP": 103631.86666666667, + "n_pred": 107493.03333333334, + "n_ref": 111339.53333333334 + }, + "7": { + "Dice": 0.7549061964560372, + "FN": 5946.133333333333, + "FP": 20435.466666666667, + "IoU": 0.6701808659430982, + "TN": 1430858.5333333334, + "TP": 73119.33333333333, + "n_pred": 93554.8, + "n_ref": 79065.46666666666 + }, + "8": { + "Dice": 0.8210120340205525, + "FN": 2799.766666666667, + "FP": 1189.2666666666667, + "IoU": 0.7431481738527428, + "TN": 1514319.6333333333, + "TP": 12050.8, + "n_pred": 13240.066666666668, + "n_ref": 14850.566666666668 + }, + "9": { + "Dice": 0.7810292406861401, + "FN": 727.7, + "FP": 700.8333333333334, + "IoU": 0.7053795562648421, + "TN": 1521844.3333333333, + "TP": 7086.6, + "n_pred": 7787.433333333333, + "n_ref": 7814.3 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.961143314011593, + "FN": 894, + "FP": 1050, + "IoU": 0.9251933659137261, + "TN": 499709, + "TP": 24043, + "n_pred": 25093, + "n_ref": 24937 + }, + "10": { + "Dice": 0.86176440026324, + "FN": 1792, + "FP": 2199, + "IoU": 0.7571054713651025, + "TN": 509265, + "TP": 12440, + "n_pred": 14639, + "n_ref": 14232 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6456428438141444, + "FN": 1352, + "FP": 547, + "IoU": 0.4767153485808763, + "TN": 522067, + "TP": 1730, + "n_pred": 2277, + "n_ref": 3082 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 2510, + "IoU": 0.0, + "TN": 523186, + "TP": 0, + "n_pred": 2510, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9508792948525951, + "FN": 1465, + "FP": 831, + "IoU": 0.9063583343529508, + "TN": 501177, + "TP": 22223, + "n_pred": 23054, + "n_ref": 23688 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9323424819914289, + "FN": 925, + "FP": 559, + "IoU": 0.8732598855581177, + "TN": 513987, + "TP": 10225, + "n_pred": 10784, + "n_ref": 11150 + }, + "7": { + "Dice": 0.6434192672998643, + "FN": 4563, + "FP": 693, + "IoU": 0.47429485897179435, + "TN": 515698, + "TP": 4742, + "n_pred": 5435, + "n_ref": 9305 + }, + "8": { + "Dice": 0.9453849551008391, + "FN": 534, + "FP": 579, + "IoU": 0.8964265773311, + "TN": 514950, + "TP": 9633, + "n_pred": 10212, + "n_ref": 10167 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0004.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0004.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9379610309460135, + "FN": 1805, + "FP": 306, + "IoU": 0.8831700702861254, + "TN": 1909483, + "TP": 15958, + "n_pred": 16264, + "n_ref": 17763 + }, + "10": { + "Dice": 0.7787599116079553, + "FN": 5724, + "FP": 1084, + "IoU": 0.6376796168174561, + "TN": 1908762, + "TP": 11982, + "n_pred": 13066, + "n_ref": 17706 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8183908045977012, + "FN": 30, + "FP": 207, + "IoU": 0.6926070038910506, + "TN": 1926781, + "TP": 534, + "n_pred": 741, + "n_ref": 564 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 18, + "FP": 0, + "IoU": 0.0, + "TN": 1927534, + "TP": 0, + "n_pred": 0, + "n_ref": 18 + }, + "6": { + "Dice": 0.9555106321533341, + "FN": 2298, + "FP": 629, + "IoU": 0.9148112576035391, + "TN": 1893193, + "TP": 31432, + "n_pred": 32061, + "n_ref": 33730 + }, + "7": { + "Dice": 0.9798708367042397, + "FN": 6588, + "FP": 6375, + "IoU": 0.9605360497081987, + "TN": 1599075, + "TP": 315514, + "n_pred": 321889, + "n_ref": 322102 + }, + "8": { + "Dice": 0.6671382853292909, + "FN": 9643, + "FP": 238, + "IoU": 0.5005307587322448, + "TN": 1907769, + "TP": 9902, + "n_pred": 10140, + "n_ref": 19545 + }, + "9": { + "Dice": 0.7778079956486266, + "FN": 263, + "FP": 1371, + "IoU": 0.6364040943480196, + "TN": 1923058, + "TP": 2860, + "n_pred": 4231, + "n_ref": 3123 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0015.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0015.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9855072463768116, + "FN": 2222, + "FP": 2035, + "IoU": 0.9714285714285714, + "TN": 1252861, + "TP": 144738, + "n_pred": 146773, + "n_ref": 146960 + }, + "10": { + "Dice": 0.0, + "FN": 36, + "FP": 2139, + "IoU": 0.0, + "TN": 1399681, + "TP": 0, + "n_pred": 2139, + "n_ref": 36 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9883784257797716, + "FN": 2328, + "FP": 1449, + "IoU": 0.9770238703555004, + "TN": 1237468, + "TP": 160611, + "n_pred": 162060, + "n_ref": 162939 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 239, + "IoU": 0.0, + "TN": 1401617, + "TP": 0, + "n_pred": 239, + "n_ref": 0 + }, + "3": { + "Dice": 0.4385733157199472, + "FN": 383, + "FP": 42, + "IoU": 0.2808798646362098, + "TN": 1401265, + "TP": 166, + "n_pred": 208, + "n_ref": 549 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9610267720969521, + "FN": 2998, + "FP": 5307, + "IoU": 0.9249774164408311, + "TN": 1291156, + "TP": 102395, + "n_pred": 107702, + "n_ref": 105393 + }, + "7": { + "Dice": 0.89885997454575, + "FN": 2291, + "FP": 1444, + "IoU": 0.8162994294707849, + "TN": 1381524, + "TP": 16597, + "n_pred": 18041, + "n_ref": 18888 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 2348, + "IoU": 0.0, + "TN": 1399508, + "TP": 0, + "n_pred": 2348, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0019.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0019.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8027562446167097, + "FN": 420, + "FP": 38, + "IoU": 0.6705035971223021, + "TN": 1225234, + "TP": 932, + "n_pred": 970, + "n_ref": 1352 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.6826801517067004, + "FN": 682, + "FP": 71, + "IoU": 0.5182341650671785, + "TN": 1225061, + "TP": 810, + "n_pred": 881, + "n_ref": 1492 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 8, + "FP": 214, + "IoU": 0.0, + "TN": 1226402, + "TP": 0, + "n_pred": 214, + "n_ref": 8 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9754860136856873, + "FN": 2557, + "FP": 6005, + "IoU": 0.952145140736435, + "TN": 1047708, + "TP": 170354, + "n_pred": 176359, + "n_ref": 172911 + }, + "7": { + "Dice": 0.6547619047619048, + "FN": 83, + "FP": 33, + "IoU": 0.48672566371681414, + "TN": 1226398, + "TP": 110, + "n_pred": 143, + "n_ref": 193 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0030.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0030.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9654828208123958, + "FN": 1707, + "FP": 1336, + "IoU": 0.9332690072586127, + "TN": 1706719, + "TP": 42558, + "n_pred": 43894, + "n_ref": 44265 + }, + "10": { + "Dice": 0.8989101841413003, + "FN": 61, + "FP": 208, + "IoU": 0.816382252559727, + "TN": 1750855, + "TP": 1196, + "n_pred": 1404, + "n_ref": 1257 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.009828009828009828, + "FN": 403, + "FP": 0, + "IoU": 0.0049382716049382715, + "TN": 1751915, + "TP": 2, + "n_pred": 2, + "n_ref": 405 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9554878253005995, + "FN": 508, + "FP": 821, + "IoU": 0.9147694478291541, + "TN": 1736727, + "TP": 14264, + "n_pred": 15085, + "n_ref": 14772 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9505877753392037, + "FN": 2866, + "FP": 2695, + "IoU": 0.905828761091919, + "TN": 1693268, + "TP": 53491, + "n_pred": 56186, + "n_ref": 56357 + }, + "7": { + "Dice": 0.9119398078819533, + "FN": 3334, + "FP": 1488, + "IoU": 0.8381336018798254, + "TN": 1722530, + "TP": 24968, + "n_pred": 26456, + "n_ref": 28302 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0094.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0094.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.868939171319424, + "FN": 870, + "FP": 22, + "IoU": 0.7682514938945181, + "TN": 1047543, + "TP": 2957, + "n_pred": 2979, + "n_ref": 3827 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9712192040429564, + "FN": 877, + "FP": 7096, + "IoU": 0.9440487301665275, + "TN": 908893, + "TP": 134526, + "n_pred": 141622, + "n_ref": 135403 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8608544159975762, + "FN": 3064, + "FP": 610, + "IoU": 0.7557018418777844, + "TN": 1036353, + "TP": 11365, + "n_pred": 11975, + "n_ref": 14429 + }, + "7": { + "Dice": 0.9908954188917807, + "FN": 2098, + "FP": 2957, + "IoU": 0.9819551287771967, + "TN": 771257, + "TP": 275080, + "n_pred": 278037, + "n_ref": 277178 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0104.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0104.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8739569425901201, + "FN": 2607, + "FP": 3435, + "IoU": 0.7761310163399904, + "TN": 849171, + "TP": 20947, + "n_pred": 24382, + "n_ref": 23554 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 75, + "FP": 0, + "IoU": 0.0, + "TN": 876085, + "TP": 0, + "n_pred": 0, + "n_ref": 75 + }, + "13": { + "Dice": 0.5474624060150376, + "FN": 4609, + "FP": 1169, + "IoU": 0.37690067939178257, + "TN": 866887, + "TP": 3495, + "n_pred": 4664, + "n_ref": 8104 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 538, + "IoU": 0.0, + "TN": 875622, + "TP": 0, + "n_pred": 538, + "n_ref": 0 + }, + "15": { + "Dice": 0.9212100190247953, + "FN": 8326, + "FP": 6666, + "IoU": 0.8539289715983827, + "TN": 773525, + "TP": 87643, + "n_pred": 94309, + "n_ref": 95969 + }, + "2": { + "Dice": 0.9518930087111905, + "FN": 3838, + "FP": 3054, + "IoU": 0.9082021364447641, + "TN": 801082, + "TP": 68186, + "n_pred": 71240, + "n_ref": 72024 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8100785694933622, + "FN": 647, + "FP": 54, + "IoU": 0.680783242258652, + "TN": 873964, + "TP": 1495, + "n_pred": 1549, + "n_ref": 2142 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9676992981886452, + "FN": 8359, + "FP": 5766, + "IoU": 0.9374199751009034, + "TN": 650449, + "TP": 211586, + "n_pred": 217352, + "n_ref": 219945 + }, + "7": { + "Dice": 0.5627549796016319, + "FN": 2718, + "FP": 4570, + "IoU": 0.3915511771581232, + "TN": 864182, + "TP": 4690, + "n_pred": 9260, + "n_ref": 7408 + }, + "8": { + "Dice": 0.889154466686585, + "FN": 72, + "FP": 670, + "IoU": 0.8004303388918773, + "TN": 872442, + "TP": 2976, + "n_pred": 3646, + "n_ref": 3048 + }, + "9": { + "Dice": 0.9013446567586695, + "FN": 1327, + "FP": 67, + "IoU": 0.8204071115691832, + "TN": 868398, + "TP": 6368, + "n_pred": 6435, + "n_ref": 7695 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0133.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0133.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9225436440410916, + "FN": 540, + "FP": 20353, + "IoU": 0.8562236780533458, + "TN": 1957468, + "TP": 124423, + "n_pred": 144776, + "n_ref": 124963 + }, + "10": { + "Dice": 0.7758410318982046, + "FN": 4225, + "FP": 6063, + "IoU": 0.6337747401395415, + "TN": 2074692, + "TP": 17804, + "n_pred": 23867, + "n_ref": 22029 + }, + "11": { + "Dice": 0.12213740458015267, + "FN": 66, + "FP": 49, + "IoU": 0.06504065040650407, + "TN": 2102661, + "TP": 8, + "n_pred": 57, + "n_ref": 74 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8022765598650927, + "FN": 6272, + "FP": 1232, + "IoU": 0.6698345652939106, + "TN": 2080056, + "TP": 15224, + "n_pred": 16456, + "n_ref": 21496 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9432880578585289, + "FN": 732, + "FP": 554, + "IoU": 0.8926633836908439, + "TN": 2090803, + "TP": 10695, + "n_pred": 11249, + "n_ref": 11427 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.7894505494505495, + "FN": 16, + "FP": 463, + "IoU": 0.6521423384168482, + "TN": 2101407, + "TP": 898, + "n_pred": 1361, + "n_ref": 914 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9888684121939669, + "FN": 2839, + "FP": 1063, + "IoU": 0.9779819205724023, + "TN": 1925566, + "TP": 173316, + "n_pred": 174379, + "n_ref": 176155 + }, + "7": { + "Dice": 0.4001204275176878, + "FN": 38566, + "FP": 1284, + "IoU": 0.2500940910801656, + "TN": 2049644, + "TP": 13290, + "n_pred": 14574, + "n_ref": 51856 + }, + "8": { + "Dice": 0.9478290913278821, + "FN": 91, + "FP": 1268, + "IoU": 0.9008318739054291, + "TN": 2089080, + "TP": 12345, + "n_pred": 13613, + "n_ref": 12436 + }, + "9": { + "Dice": 0.8848370779908246, + "FN": 460, + "FP": 1498, + "IoU": 0.7934599156118144, + "TN": 2093304, + "TP": 7522, + "n_pred": 9020, + "n_ref": 7982 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0138.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0138.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9903525775024388, + "FN": 1576, + "FP": 1470, + "IoU": 0.980889521861609, + "TN": 2118627, + "TP": 156343, + "n_pred": 157813, + "n_ref": 157919 + }, + "10": { + "Dice": 0.8662192783684852, + "FN": 775, + "FP": 2295, + "IoU": 0.7640095318625567, + "TN": 2265007, + "TP": 9939, + "n_pred": 12234, + "n_ref": 10714 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6800348735832606, + "FN": 3210, + "FP": 460, + "IoU": 0.5151915455746368, + "TN": 2270446, + "TP": 3900, + "n_pred": 4360, + "n_ref": 7110 + }, + "13": { + "Dice": 0.5749328688584078, + "FN": 764, + "FP": 5093, + "IoU": 0.40344265634548787, + "TN": 2268198, + "TP": 3961, + "n_pred": 9054, + "n_ref": 4725 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 27383, + "IoU": 0.0, + "TN": 2250633, + "TP": 0, + "n_pred": 27383, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9826795966613596, + "FN": 301, + "FP": 58, + "IoU": 0.9659489708811534, + "TN": 2267473, + "TP": 10184, + "n_pred": 10242, + "n_ref": 10485 + }, + "3": { + "Dice": 0.9484729930549237, + "FN": 201, + "FP": 1498, + "IoU": 0.9019958467928011, + "TN": 2260680, + "TP": 15637, + "n_pred": 17135, + "n_ref": 15838 + }, + "4": { + "Dice": 0.8908271380904993, + "FN": 5726, + "FP": 1734, + "IoU": 0.8031454507071987, + "TN": 2240120, + "TP": 30436, + "n_pred": 32170, + "n_ref": 36162 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9707338612609745, + "FN": 11864, + "FP": 1193, + "IoU": 0.943132028466651, + "TN": 2048414, + "TP": 216545, + "n_pred": 217738, + "n_ref": 228409 + }, + "7": { + "Dice": 0.7119597676773797, + "FN": 4610, + "FP": 61944, + "IoU": 0.5527465290378076, + "TN": 2129210, + "TP": 82252, + "n_pred": 144196, + "n_ref": 86862 + }, + "8": { + "Dice": 0.946298554902613, + "FN": 702, + "FP": 2204, + "IoU": 0.8980708523325149, + "TN": 2249506, + "TP": 25604, + "n_pred": 27808, + "n_ref": 26306 + }, + "9": { + "Dice": 0.7693710118505014, + "FN": 236, + "FP": 17, + "IoU": 0.6251851851851852, + "TN": 2277341, + "TP": 422, + "n_pred": 439, + "n_ref": 658 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0153.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0153.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9409938536133493, + "FN": 2379, + "FP": 11762, + "IoU": 0.8885631654018613, + "TN": 1800655, + "TP": 112756, + "n_pred": 124518, + "n_ref": 115135 + }, + "10": { + "Dice": 0.8579881656804734, + "FN": 4521, + "FP": 8823, + "IoU": 0.7512953367875648, + "TN": 1873898, + "TP": 40310, + "n_pred": 49133, + "n_ref": 44831 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.06571187868576242, + "FN": 1108, + "FP": 1, + "IoU": 0.03397212543554007, + "TN": 1926404, + "TP": 39, + "n_pred": 40, + "n_ref": 1147 + }, + "13": { + "Dice": 0.46153846153846156, + "FN": 1, + "FP": 6, + "IoU": 0.3, + "TN": 1927542, + "TP": 3, + "n_pred": 9, + "n_ref": 4 + }, + "14": { + "Dice": 0.6378638184245661, + "FN": 945, + "FP": 5836, + "IoU": 0.4682819728691288, + "TN": 1914799, + "TP": 5972, + "n_pred": 11808, + "n_ref": 6917 + }, + "15": { + "Dice": 0.9533770929246177, + "FN": 7182, + "FP": 4140, + "IoU": 0.9109079177224154, + "TN": 1800470, + "TP": 115760, + "n_pred": 119900, + "n_ref": 122942 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9312707938186001, + "FN": 5796, + "FP": 16308, + "IoU": 0.8713814392198165, + "TN": 1755695, + "TP": 149753, + "n_pred": 166061, + "n_ref": 155549 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6431142737547091, + "FN": 3167, + "FP": 1096, + "IoU": 0.4739634748272458, + "TN": 1919448, + "TP": 3841, + "n_pred": 4937, + "n_ref": 7008 + }, + "6": { + "Dice": 0.9598675732364217, + "FN": 4972, + "FP": 2471, + "IoU": 0.9228320822792685, + "TN": 1831100, + "TP": 89009, + "n_pred": 91480, + "n_ref": 93981 + }, + "7": { + "Dice": 0.8835382138806571, + "FN": 5076, + "FP": 20390, + "IoU": 0.7913734485724818, + "TN": 1805487, + "TP": 96599, + "n_pred": 116989, + "n_ref": 101675 + }, + "8": { + "Dice": 0.88731396172927, + "FN": 50, + "FP": 109, + "IoU": 0.7974522292993631, + "TN": 1926767, + "TP": 626, + "n_pred": 735, + "n_ref": 676 + }, + "9": { + "Dice": 0.8363969625556429, + "FN": 2153, + "FP": 4095, + "IoU": 0.7187992258877537, + "TN": 1905333, + "TP": 15971, + "n_pred": 20066, + "n_ref": 18124 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0172.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0172.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8867793067409859, + "FN": 346, + "FP": 954, + "IoU": 0.7965889532154592, + "TN": 1745929, + "TP": 5091, + "n_pred": 6045, + "n_ref": 5437 + }, + "10": { + "Dice": 0.7444922320723251, + "FN": 2878, + "FP": 33, + "IoU": 0.5929809843400448, + "TN": 1745168, + "TP": 4241, + "n_pred": 4274, + "n_ref": 7119 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7864157119476268, + "FN": 175, + "FP": 347, + "IoU": 0.6480107889413351, + "TN": 1750837, + "TP": 961, + "n_pred": 1308, + "n_ref": 1136 + }, + "13": { + "Dice": 0.004633204633204633, + "FN": 11, + "FP": 1278, + "IoU": 0.0023219814241486067, + "TN": 1751028, + "TP": 3, + "n_pred": 1281, + "n_ref": 14 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9618974237886339, + "FN": 4101, + "FP": 2031, + "IoU": 0.9265918858415237, + "TN": 1668787, + "TP": 77401, + "n_pred": 79432, + "n_ref": 81502 + }, + "4": { + "Dice": 0.7605813767768727, + "FN": 505, + "FP": 9988, + "IoU": 0.613659793814433, + "TN": 1725160, + "TP": 16667, + "n_pred": 26655, + "n_ref": 17172 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9726911179849757, + "FN": 2551, + "FP": 4556, + "IoU": 0.9468341362697866, + "TN": 1618644, + "TP": 126569, + "n_pred": 131125, + "n_ref": 129120 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 694, + "IoU": 0.0, + "TN": 1751626, + "TP": 0, + "n_pred": 694, + "n_ref": 0 + }, + "8": { + "Dice": 0.8623665731863737, + "FN": 5272, + "FP": 1059, + "IoU": 0.7580355436652016, + "TN": 1726155, + "TP": 19834, + "n_pred": 20893, + "n_ref": 25106 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0181.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0181.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9755694108665225, + "FN": 176, + "FP": 208, + "IoU": 0.9523040616072538, + "TN": 2094733, + "TP": 7667, + "n_pred": 7875, + "n_ref": 7843 + }, + "10": { + "Dice": 0.9313507256700205, + "FN": 1552, + "FP": 1532, + "IoU": 0.871521413097817, + "TN": 2078780, + "TP": 20920, + "n_pred": 22452, + "n_ref": 22472 + }, + "11": { + "Dice": 0.6220767072029935, + "FN": 699, + "FP": 109, + "IoU": 0.451459606245757, + "TN": 2101311, + "TP": 665, + "n_pred": 774, + "n_ref": 1364 + }, + "12": { + "Dice": 0.5043988269794721, + "FN": 168, + "FP": 1, + "IoU": 0.33725490196078434, + "TN": 2102529, + "TP": 86, + "n_pred": 87, + "n_ref": 254 + }, + "13": { + "Dice": 0.690581836398769, + "FN": 4136, + "FP": 13158, + "IoU": 0.5273959500450905, + "TN": 2066191, + "TP": 19299, + "n_pred": 32457, + "n_ref": 23435 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 131692, + "IoU": 0.0, + "TN": 1971092, + "TP": 0, + "n_pred": 131692, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9597280810901034, + "FN": 400, + "FP": 927, + "IoU": 0.9225742458719879, + "TN": 2085645, + "TP": 15812, + "n_pred": 16739, + "n_ref": 16212 + }, + "3": { + "Dice": 0.9752901327114221, + "FN": 41, + "FP": 404, + "IoU": 0.9517719735558686, + "TN": 2093557, + "TP": 8782, + "n_pred": 9186, + "n_ref": 8823 + }, + "4": { + "Dice": 0.7568214456677836, + "FN": 382, + "FP": 634, + "IoU": 0.6087793608009241, + "TN": 2100187, + "TP": 1581, + "n_pred": 2215, + "n_ref": 1963 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9526872168428533, + "FN": 1603, + "FP": 1060, + "IoU": 0.9096491823301893, + "TN": 2073310, + "TP": 26811, + "n_pred": 27871, + "n_ref": 28414 + }, + "7": { + "Dice": 0.0009517874341397088, + "FN": 14178, + "FP": 426677, + "IoU": 0.0004761202997290649, + "TN": 1661719, + "TP": 210, + "n_pred": 426887, + "n_ref": 14388 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9244103018663515, + "FN": 566, + "FP": 969, + "IoU": 0.8594451057595458, + "TN": 2091863, + "TP": 9386, + "n_pred": 10355, + "n_ref": 9952 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0184.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0184.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9523282350540515, + "FN": 19649, + "FP": 676, + "IoU": 0.9089948463994197, + "TN": 3631765, + "TP": 203014, + "n_pred": 203690, + "n_ref": 222663 + }, + "10": { + "Dice": 0.8352238805970149, + "FN": 490, + "FP": 1166, + "IoU": 0.717068170169144, + "TN": 3849251, + "TP": 4197, + "n_pred": 5363, + "n_ref": 4687 + }, + "11": { + "Dice": 0.7289164406560764, + "FN": 1345, + "FP": 754, + "IoU": 0.5734606787238367, + "TN": 3850183, + "TP": 2822, + "n_pred": 3576, + "n_ref": 4167 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3855104, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3855104, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3855104, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3855104, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9751105554397907, + "FN": 1651, + "FP": 1574, + "IoU": 0.9514299914155334, + "TN": 3788705, + "TP": 63174, + "n_pred": 64748, + "n_ref": 64825 + }, + "3": { + "Dice": 0.9650929320095051, + "FN": 368, + "FP": 1527, + "IoU": 0.932540671389413, + "TN": 3827013, + "TP": 26196, + "n_pred": 27723, + "n_ref": 26564 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3855104, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.5991364995018267, + "FN": 2057, + "FP": 1564, + "IoU": 0.42769084874348035, + "TN": 3848777, + "TP": 2706, + "n_pred": 4270, + "n_ref": 4763 + }, + "6": { + "Dice": 0.9351827783072909, + "FN": 9065, + "FP": 17865, + "IoU": 0.8782566240060036, + "TN": 3633901, + "TP": 194273, + "n_pred": 212138, + "n_ref": 203338 + }, + "7": { + "Dice": 0.9323584851773576, + "FN": 475, + "FP": 5446, + "IoU": 0.8732879643896593, + "TN": 3808376, + "TP": 40807, + "n_pred": 46253, + "n_ref": 41282 + }, + "8": { + "Dice": 0.5577719232216786, + "FN": 4682, + "FP": 2368, + "IoU": 0.38674321503131526, + "TN": 3843608, + "TP": 4446, + "n_pred": 6814, + "n_ref": 9128 + }, + "9": { + "Dice": 0.8959879449990582, + "FN": 1071, + "FP": 1690, + "IoU": 0.811574421620146, + "TN": 3840451, + "TP": 11892, + "n_pred": 13582, + "n_ref": 12963 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0185.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0185.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9689186797628528, + "FN": 1674, + "FP": 1136, + "IoU": 0.9397112145722929, + "TN": 654319, + "TP": 43799, + "n_pred": 44935, + "n_ref": 45473 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0217.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0217.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9804844833754573, + "FN": 534, + "FP": 1157, + "IoU": 0.9617160968983473, + "TN": 656758, + "TP": 42479, + "n_pred": 43636, + "n_ref": 43013 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9582071471835252, + "FN": 29, + "FP": 40, + "IoU": 0.9197674418604651, + "TN": 700068, + "TP": 791, + "n_pred": 831, + "n_ref": 820 + }, + "3": { + "Dice": 0.9805730688400226, + "FN": 159, + "FP": 220, + "IoU": 0.961886564762671, + "TN": 690984, + "TP": 9565, + "n_pred": 9785, + "n_ref": 9724 + }, + "4": { + "Dice": 0.932241250930752, + "FN": 41, + "FP": 141, + "IoU": 0.8730822873082287, + "TN": 699494, + "TP": 1252, + "n_pred": 1393, + "n_ref": 1293 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9894485842026826, + "FN": 2234, + "FP": 952, + "IoU": 0.9791175082586125, + "TN": 548360, + "TP": 149382, + "n_pred": 150334, + "n_ref": 151616 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0226.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0226.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9172459450513075, + "FN": 361, + "FP": 639, + "IoU": 0.8471415469275451, + "TN": 694386, + "TP": 5542, + "n_pred": 6181, + "n_ref": 5903 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6937941285767373, + "FN": 811, + "FP": 837, + "IoU": 0.5311522048364153, + "TN": 697413, + "TP": 1867, + "n_pred": 2704, + "n_ref": 2678 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 524, + "IoU": 0.0, + "TN": 700404, + "TP": 0, + "n_pred": 524, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.950621546961326, + "FN": 192, + "FP": 94, + "IoU": 0.905890095426127, + "TN": 697889, + "TP": 2753, + "n_pred": 2847, + "n_ref": 2945 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 1726, + "FP": 0, + "IoU": 0.0, + "TN": 699202, + "TP": 0, + "n_pred": 0, + "n_ref": 1726 + }, + "6": { + "Dice": 0.9800732370318783, + "FN": 1790, + "FP": 1758, + "IoU": 0.9609251101321586, + "TN": 610128, + "TP": 87252, + "n_pred": 89010, + "n_ref": 89042 + }, + "7": { + "Dice": 0.6194472702611055, + "FN": 672, + "FP": 8306, + "IoU": 0.4486951182069389, + "TN": 684643, + "TP": 7307, + "n_pred": 15613, + "n_ref": 7979 + }, + "8": { + "Dice": 0.9078334715299735, + "FN": 1570, + "FP": 8545, + "IoU": 0.8312225726251856, + "TN": 640997, + "TP": 49816, + "n_pred": 58361, + "n_ref": 51386 + }, + "9": { + "Dice": 0.9197372179377321, + "FN": 317, + "FP": 526, + "IoU": 0.8514013749338974, + "TN": 695255, + "TP": 4830, + "n_pred": 5356, + "n_ref": 5147 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0239.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0239.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7841169412021382, + "FN": 435, + "FP": 1544, + "IoU": 0.6448950296070339, + "TN": 2973371, + "TP": 3594, + "n_pred": 5138, + "n_ref": 4029 + }, + "10": { + "Dice": 0.0, + "FN": 4037, + "FP": 1606, + "IoU": 0.0, + "TN": 2973301, + "TP": 0, + "n_pred": 1606, + "n_ref": 4037 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 22, + "IoU": 0.0, + "TN": 2978922, + "TP": 0, + "n_pred": 22, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6567914250571077, + "FN": 3480, + "FP": 16052, + "IoU": 0.48897203108238924, + "TN": 2940723, + "TP": 18689, + "n_pred": 34741, + "n_ref": 22169 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7897326203208556, + "FN": 892, + "FP": 2057, + "IoU": 0.6525273948391658, + "TN": 2970457, + "TP": 5538, + "n_pred": 7595, + "n_ref": 6430 + }, + "3": { + "Dice": 0.0, + "FN": 127, + "FP": 3695, + "IoU": 0.0, + "TN": 2975122, + "TP": 0, + "n_pred": 3695, + "n_ref": 127 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 420, + "IoU": 0.0, + "TN": 2978524, + "TP": 0, + "n_pred": 420, + "n_ref": 0 + }, + "5": { + "Dice": 0.45436002039775625, + "FN": 10855, + "FP": 1985, + "IoU": 0.29396238865061036, + "TN": 2960758, + "TP": 5346, + "n_pred": 7331, + "n_ref": 16201 + }, + "6": { + "Dice": 0.8752165623394826, + "FN": 3525, + "FP": 10808, + "IoU": 0.778120065636707, + "TN": 2914346, + "TP": 50265, + "n_pred": 61073, + "n_ref": 53790 + }, + "7": { + "Dice": 0.9151969671996044, + "FN": 8302, + "FP": 1988, + "IoU": 0.8436526627668465, + "TN": 2913129, + "TP": 55525, + "n_pred": 57513, + "n_ref": 63827 + }, + "8": { + "Dice": 0.5069739662017356, + "FN": 41391, + "FP": 708, + "IoU": 0.3395613704819277, + "TN": 2915200, + "TP": 21645, + "n_pred": 22353, + "n_ref": 63036 + }, + "9": { + "Dice": 0.8930337424098793, + "FN": 3081, + "FP": 1094, + "IoU": 0.8067398046567607, + "TN": 2957341, + "TP": 17428, + "n_pred": 18522, + "n_ref": 20509 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0245.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0245.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9548442412117748, + "FN": 37, + "FP": 279, + "IoU": 0.9135903746240087, + "TN": 872503, + "TP": 3341, + "n_pred": 3620, + "n_ref": 3378 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.7672235481304693, + "FN": 769, + "FP": 694, + "IoU": 0.6223541559112029, + "TN": 872286, + "TP": 2411, + "n_pred": 3105, + "n_ref": 3180 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7864864864864864, + "FN": 153, + "FP": 5, + "IoU": 0.6481069042316259, + "TN": 875711, + "TP": 291, + "n_pred": 296, + "n_ref": 444 + }, + "14": { + "Dice": 0.9827660348648738, + "FN": 1726, + "FP": 2442, + "IoU": 0.9661160249739854, + "TN": 753152, + "TP": 118840, + "n_pred": 121282, + "n_ref": 120566 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9152197158714802, + "FN": 241, + "FP": 3089, + "IoU": 0.8436913255726625, + "TN": 854856, + "TP": 17974, + "n_pred": 21063, + "n_ref": 18215 + }, + "3": { + "Dice": 0.965625, + "FN": 2295, + "FP": 1181, + "IoU": 0.9335347432024169, + "TN": 823862, + "TP": 48822, + "n_pred": 50003, + "n_ref": 51117 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9820899732054718, + "FN": 995, + "FP": 656, + "IoU": 0.9648101967303963, + "TN": 829243, + "TP": 45266, + "n_pred": 45922, + "n_ref": 46261 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9722175041855725, + "FN": 784, + "FP": 361, + "IoU": 0.9459370130789934, + "TN": 854981, + "TP": 20034, + "n_pred": 20395, + "n_ref": 20818 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0248.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0248.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8216741636937077, + "FN": 564, + "FP": 2885, + "IoU": 0.6973233874506363, + "TN": 2967549, + "TP": 7946, + "n_pred": 10831, + "n_ref": 8510 + }, + "10": { + "Dice": 0.9129987961358899, + "FN": 1787, + "FP": 1176, + "IoU": 0.8399243652079956, + "TN": 2960434, + "TP": 15547, + "n_pred": 16723, + "n_ref": 17334 + }, + "11": { + "Dice": 0.0, + "FN": 414, + "FP": 0, + "IoU": 0.0, + "TN": 2978530, + "TP": 0, + "n_pred": 0, + "n_ref": 414 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8, + "FN": 118, + "FP": 53, + "IoU": 0.6666666666666666, + "TN": 2978431, + "TP": 342, + "n_pred": 395, + "n_ref": 460 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.6253849594603627, + "FN": 70844, + "FP": 2019, + "IoU": 0.45495279843210007, + "TN": 2845262, + "TP": 60819, + "n_pred": 62838, + "n_ref": 131663 + }, + "3": { + "Dice": 0.7823982872091771, + "FN": 9101, + "FP": 59605, + "IoU": 0.6425732478774763, + "TN": 2786720, + "TP": 123518, + "n_pred": 183123, + "n_ref": 132619 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8626561431856318, + "FN": 8485, + "FP": 355, + "IoU": 0.7584831429976504, + "TN": 2942342, + "TP": 27762, + "n_pred": 28117, + "n_ref": 36247 + }, + "6": { + "Dice": 0.9685057321880338, + "FN": 17506, + "FP": 11089, + "IoU": 0.9389346721649309, + "TN": 2510675, + "TP": 439674, + "n_pred": 450763, + "n_ref": 457180 + }, + "7": { + "Dice": 0.8785516261135113, + "FN": 3633, + "FP": 30887, + "IoU": 0.7834079985945362, + "TN": 2819566, + "TP": 124858, + "n_pred": 155745, + "n_ref": 128491 + }, + "8": { + "Dice": 0.9536748692271682, + "FN": 2649, + "FP": 1903, + "IoU": 0.9114517478164452, + "TN": 2927537, + "TP": 46855, + "n_pred": 48758, + "n_ref": 49504 + }, + "9": { + "Dice": 0.9243789385969481, + "FN": 4977, + "FP": 831, + "IoU": 0.8593908875223938, + "TN": 2937638, + "TP": 35498, + "n_pred": 36329, + "n_ref": 40475 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0294.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0294.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.960143847932186, + "FN": 2801, + "FP": 1078, + "IoU": 0.9233429508715071, + "TN": 1351254, + "TP": 46723, + "n_pred": 47801, + "n_ref": 49524 + }, + "10": { + "Dice": 0.7367793579153539, + "FN": 5748, + "FP": 434, + "IoU": 0.5832546851826884, + "TN": 1387022, + "TP": 8652, + "n_pred": 9086, + "n_ref": 14400 + }, + "11": { + "Dice": 0.7784940337402276, + "FN": 713, + "FP": 902, + "IoU": 0.6373231529306086, + "TN": 1397403, + "TP": 2838, + "n_pred": 3740, + "n_ref": 3551 + }, + "12": { + "Dice": 0.1172093023255814, + "FN": 949, + "FP": 0, + "IoU": 0.06225296442687747, + "TN": 1400844, + "TP": 63, + "n_pred": 63, + "n_ref": 1012 + }, + "13": { + "Dice": 0.7768797238848355, + "FN": 1799, + "FP": 3308, + "IoU": 0.6351621660237177, + "TN": 1387858, + "TP": 8891, + "n_pred": 12199, + "n_ref": 10690 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9664912665351165, + "FN": 841, + "FP": 993, + "IoU": 0.9351553936993954, + "TN": 1373573, + "TP": 26449, + "n_pred": 27442, + "n_ref": 27290 + }, + "3": { + "Dice": 0.9702147672048911, + "FN": 176, + "FP": 204, + "IoU": 0.9421525346323641, + "TN": 1395287, + "TP": 6189, + "n_pred": 6393, + "n_ref": 6365 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9352989204390819, + "FN": 2428, + "FP": 4704, + "IoU": 0.8784615122441676, + "TN": 1343175, + "TP": 51549, + "n_pred": 56253, + "n_ref": 53977 + }, + "7": { + "Dice": 0.9755171122940548, + "FN": 6388, + "FP": 10551, + "IoU": 0.9522043989221372, + "TN": 1047451, + "TP": 337466, + "n_pred": 348017, + "n_ref": 343854 + }, + "8": { + "Dice": 0.835629148526158, + "FN": 268, + "FP": 6641, + "IoU": 0.71766580850803, + "TN": 1377385, + "TP": 17562, + "n_pred": 24203, + "n_ref": 17830 + }, + "9": { + "Dice": 0.9595840226896715, + "FN": 2889, + "FP": 531, + "IoU": 0.9223080417991822, + "TN": 1357836, + "TP": 40600, + "n_pred": 41131, + "n_ref": 43489 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0297.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0297.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9668328157292692, + "FN": 1203, + "FP": 1798, + "IoU": 0.9357951263344815, + "TN": 829419, + "TP": 43740, + "n_pred": 45538, + "n_ref": 44943 + }, + "10": { + "Dice": 0.9015138393321094, + "FN": 4399, + "FP": 1287, + "IoU": 0.8206874802901293, + "TN": 844450, + "TP": 26024, + "n_pred": 27311, + "n_ref": 30423 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.34743875278396436, + "FN": 290, + "FP": 3, + "IoU": 0.21024258760107817, + "TN": 875789, + "TP": 78, + "n_pred": 81, + "n_ref": 368 + }, + "13": { + "Dice": 0.642299218906469, + "FN": 4699, + "FP": 2445, + "IoU": 0.47307862516595367, + "TN": 862602, + "TP": 6414, + "n_pred": 8859, + "n_ref": 11113 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9701405795963245, + "FN": 834, + "FP": 1067, + "IoU": 0.9420126284964768, + "TN": 843377, + "TP": 30882, + "n_pred": 31949, + "n_ref": 31716 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9523809523809523, + "FN": 1, + "FP": 2, + "IoU": 0.9090909090909091, + "TN": 876127, + "TP": 30, + "n_pred": 32, + "n_ref": 31 + }, + "7": { + "Dice": 0.7493856209150327, + "FN": 13739, + "FP": 640, + "IoU": 0.5992139811020989, + "TN": 840283, + "TP": 21498, + "n_pred": 22138, + "n_ref": 35237 + }, + "8": { + "Dice": 0.9603905332756596, + "FN": 217, + "FP": 1065, + "IoU": 0.9237993342843557, + "TN": 859336, + "TP": 15542, + "n_pred": 16607, + "n_ref": 15759 + }, + "9": { + "Dice": 0.9508728737690242, + "FN": 389, + "FP": 489, + "IoU": 0.9063466666666666, + "TN": 866785, + "TP": 8497, + "n_pred": 8986, + "n_ref": 8886 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0302.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0302.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9470067453625632, + "FN": 1580, + "FP": 3448, + "IoU": 0.899347399607639, + "TN": 1877598, + "TP": 44926, + "n_pred": 48374, + "n_ref": 46506 + }, + "10": { + "Dice": 0.26930093545006406, + "FN": 14586, + "FP": 4239, + "IoU": 0.15560240423432314, + "TN": 1905258, + "TP": 3469, + "n_pred": 7708, + "n_ref": 18055 + }, + "11": { + "Dice": 0.0, + "FN": 113, + "FP": 577, + "IoU": 0.0, + "TN": 1926862, + "TP": 0, + "n_pred": 577, + "n_ref": 113 + }, + "12": { + "Dice": 0.20989624900239426, + "FN": 593, + "FP": 1387, + "IoU": 0.11725367810967455, + "TN": 1925309, + "TP": 263, + "n_pred": 1650, + "n_ref": 856 + }, + "13": { + "Dice": 0.06428049671292914, + "FN": 15042, + "FP": 5454, + "IoU": 0.03320754716981132, + "TN": 1906352, + "TP": 704, + "n_pred": 6158, + "n_ref": 15746 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.5236698721591986, + "FN": 58785, + "FP": 4072, + "IoU": 0.354710550359823, + "TN": 1830143, + "TP": 34552, + "n_pred": 38624, + "n_ref": 93337 + }, + "3": { + "Dice": 0.18080486628029904, + "FN": 16, + "FP": 151087, + "IoU": 0.0993872855797542, + "TN": 1759774, + "TP": 16675, + "n_pred": 167762, + "n_ref": 16691 + }, + "4": { + "Dice": 0.0018239097993699221, + "FN": 36120, + "FP": 0, + "IoU": 0.0009127873205543108, + "TN": 1891399, + "TP": 33, + "n_pred": 33, + "n_ref": 36153 + }, + "5": { + "Dice": 0.5482796892341842, + "FN": 45, + "FP": 362, + "IoU": 0.37767584097859325, + "TN": 1926898, + "TP": 247, + "n_pred": 609, + "n_ref": 292 + }, + "6": { + "Dice": 0.8652003778167588, + "FN": 127843, + "FP": 16013, + "IoU": 0.7624256837098692, + "TN": 1322032, + "TP": 461664, + "n_pred": 477677, + "n_ref": 589507 + }, + "7": { + "Dice": 0.502711824829914, + "FN": 39937, + "FP": 6916, + "IoU": 0.3357482101084568, + "TN": 1857017, + "TP": 23682, + "n_pred": 30598, + "n_ref": 63619 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.6223735783589283, + "FN": 1610, + "FP": 4267, + "IoU": 0.4517723880597015, + "TN": 1916832, + "TP": 4843, + "n_pred": 9110, + "n_ref": 6453 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0330.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0330.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9036541807857863, + "FN": 1243, + "FP": 2965, + "IoU": 0.8242419179684237, + "TN": 501754, + "TP": 19734, + "n_pred": 22699, + "n_ref": 20977 + }, + "11": { + "Dice": 0.7084870848708487, + "FN": 76, + "FP": 3, + "IoU": 0.5485714285714286, + "TN": 525521, + "TP": 96, + "n_pred": 99, + "n_ref": 172 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8288427859356056, + "FN": 2975, + "FP": 2107, + "IoU": 0.7077126588830736, + "TN": 508309, + "TP": 12305, + "n_pred": 14412, + "n_ref": 15280 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1276, + "IoU": 0.0, + "TN": 524420, + "TP": 0, + "n_pred": 1276, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9533044143914264, + "FN": 106, + "FP": 77, + "IoU": 0.9107752315943443, + "TN": 523645, + "TP": 1868, + "n_pred": 1945, + "n_ref": 1974 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9578478164280289, + "FN": 825, + "FP": 2116, + "IoU": 0.9191055121575531, + "TN": 489340, + "TP": 33415, + "n_pred": 35531, + "n_ref": 34240 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9798492930319194, + "FN": 2019, + "FP": 1789, + "IoU": 0.9604946468586605, + "TN": 429304, + "TP": 92584, + "n_pred": 94373, + "n_ref": 94603 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9483575248281131, + "FN": 165, + "FP": 511, + "IoU": 0.9017870114775534, + "TN": 518813, + "TP": 6207, + "n_pred": 6718, + "n_ref": 6372 + }, + "9": { + "Dice": 0.9621557663314185, + "FN": 1489, + "FP": 494, + "IoU": 0.9270714574675444, + "TN": 498505, + "TP": 25208, + "n_pred": 25702, + "n_ref": 26697 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0332.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0332.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9601774819744869, + "FN": 434, + "FP": 284, + "IoU": 0.9234051632174098, + "TN": 1567714, + "TP": 8656, + "n_pred": 8940, + "n_ref": 9090 + }, + "10": { + "Dice": 0.7219451371571073, + "FN": 224, + "FP": 1560, + "IoU": 0.5648780487804878, + "TN": 1572988, + "TP": 2316, + "n_pred": 3876, + "n_ref": 2540 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 13, + "FP": 0, + "IoU": 0.0, + "TN": 1577075, + "TP": 0, + "n_pred": 0, + "n_ref": 13 + }, + "13": { + "Dice": 0.8402082967643789, + "FN": 2005, + "FP": 726, + "IoU": 0.7244475834930885, + "TN": 1567177, + "TP": 7180, + "n_pred": 7906, + "n_ref": 9185 + }, + "14": { + "Dice": 0.9598381587238417, + "FN": 281, + "FP": 2141, + "IoU": 0.922777706925137, + "TN": 1545724, + "TP": 28942, + "n_pred": 31083, + "n_ref": 29223 + }, + "15": { + "Dice": 0.9751621965932388, + "FN": 2434, + "FP": 3454, + "IoU": 0.951528323166465, + "TN": 1455615, + "TP": 115585, + "n_pred": 119039, + "n_ref": 118019 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 5851, + "IoU": 0.0, + "TN": 1571237, + "TP": 0, + "n_pred": 5851, + "n_ref": 0 + }, + "3": { + "Dice": 0.36269833544242186, + "FN": 6304, + "FP": 243, + "IoU": 0.2215219976218787, + "TN": 1568678, + "TP": 1863, + "n_pred": 2106, + "n_ref": 8167 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.414724654890901, + "FN": 1527, + "FP": 2416, + "IoU": 0.2616104868913858, + "TN": 1571748, + "TP": 1397, + "n_pred": 3813, + "n_ref": 2924 + }, + "6": { + "Dice": 0.9075386843509414, + "FN": 156, + "FP": 1057, + "IoU": 0.8307284398548702, + "TN": 1569922, + "TP": 5953, + "n_pred": 7010, + "n_ref": 6109 + }, + "7": { + "Dice": 0.9900408377433263, + "FN": 1927, + "FP": 3843, + "IoU": 0.9802780891963577, + "TN": 1284520, + "TP": 286798, + "n_pred": 290641, + "n_ref": 288725 + }, + "8": { + "Dice": 0.7925048427954106, + "FN": 13782, + "FP": 2928, + "IoU": 0.6563213426297279, + "TN": 1528467, + "TP": 31911, + "n_pred": 34839, + "n_ref": 45693 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 206, + "IoU": 0.0, + "TN": 1576882, + "TP": 0, + "n_pred": 206, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0336.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0336.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8375451263537906, + "FN": 148, + "FP": 2642, + "IoU": 0.7204968944099379, + "TN": 1216642, + "TP": 7192, + "n_pred": 9834, + "n_ref": 7340 + }, + "10": { + "Dice": 0.8525775302712921, + "FN": 3958, + "FP": 7584, + "IoU": 0.7430371574236926, + "TN": 1181707, + "TP": 33375, + "n_pred": 40959, + "n_ref": 37333 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6501427069250413, + "FN": 1971, + "FP": 358, + "IoU": 0.4816381037168929, + "TN": 1222131, + "TP": 2164, + "n_pred": 2522, + "n_ref": 4135 + }, + "13": { + "Dice": 0.0, + "FN": 392, + "FP": 160, + "IoU": 0.0, + "TN": 1226072, + "TP": 0, + "n_pred": 160, + "n_ref": 392 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.8966223132036848, + "FN": 303, + "FP": 0, + "IoU": 0.8126159554730983, + "TN": 1225007, + "TP": 1314, + "n_pred": 1314, + "n_ref": 1617 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9326723975654139, + "FN": 810, + "FP": 1336, + "IoU": 0.8738389182833627, + "TN": 1209614, + "TP": 14864, + "n_pred": 16200, + "n_ref": 15674 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9676918150225944, + "FN": 2706, + "FP": 2742, + "IoU": 0.9374059308110344, + "TN": 1139587, + "TP": 81589, + "n_pred": 84331, + "n_ref": 84295 + }, + "7": { + "Dice": 0.970656569430951, + "FN": 11883, + "FP": 5786, + "IoU": 0.9429861216429445, + "TN": 916717, + "TP": 292238, + "n_pred": 298024, + "n_ref": 304121 + }, + "8": { + "Dice": 0.9208211143695014, + "FN": 849, + "FP": 1797, + "IoU": 0.8532608695652174, + "TN": 1208592, + "TP": 15386, + "n_pred": 17183, + "n_ref": 16235 + }, + "9": { + "Dice": 0.8640167364016736, + "FN": 219, + "FP": 171, + "IoU": 0.7605893186003683, + "TN": 1224995, + "TP": 1239, + "n_pred": 1410, + "n_ref": 1458 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0341.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0341.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 90, + "IoU": 0.0, + "TN": 876070, + "TP": 0, + "n_pred": 90, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 219, + "IoU": 0.0, + "TN": 875941, + "TP": 0, + "n_pred": 219, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9148871262965222, + "FN": 434, + "FP": 1798, + "IoU": 0.843126229969075, + "TN": 861932, + "TP": 11996, + "n_pred": 13794, + "n_ref": 12430 + }, + "5": { + "Dice": 0.4684317718940937, + "FN": 167, + "FP": 94, + "IoU": 0.3058510638297872, + "TN": 875784, + "TP": 115, + "n_pred": 209, + "n_ref": 282 + }, + "6": { + "Dice": 0.9772088409784215, + "FN": 3990, + "FP": 2099, + "IoU": 0.9554334062813353, + "TN": 739533, + "TP": 130538, + "n_pred": 132637, + "n_ref": 134528 + }, + "7": { + "Dice": 0.8986198830409357, + "FN": 491, + "FP": 1676, + "IoU": 0.8159034916319768, + "TN": 864389, + "TP": 9604, + "n_pred": 11280, + "n_ref": 10095 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0361.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0361.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8750714367356269, + "FN": 1588, + "FP": 598, + "IoU": 0.7778906726275148, + "TN": 691086, + "TP": 7656, + "n_pred": 8254, + "n_ref": 9244 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6561332950301637, + "FN": 558, + "FP": 639, + "IoU": 0.4882428388200086, + "TN": 698589, + "TP": 1142, + "n_pred": 1781, + "n_ref": 1700 + }, + "13": { + "Dice": 0.7137534927041291, + "FN": 2709, + "FP": 979, + "IoU": 0.5549118995896694, + "TN": 692642, + "TP": 4598, + "n_pred": 5577, + "n_ref": 7307 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9665111891410303, + "FN": 340, + "FP": 299, + "IoU": 0.9351926977687627, + "TN": 691068, + "TP": 9221, + "n_pred": 9520, + "n_ref": 9561 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8758894084163448, + "FN": 1977, + "FP": 465, + "IoU": 0.7791843747174247, + "TN": 689869, + "TP": 8617, + "n_pred": 9082, + "n_ref": 10594 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9580451520292314, + "FN": 117, + "FP": 1169, + "IoU": 0.9194689711315674, + "TN": 684959, + "TP": 14683, + "n_pred": 15852, + "n_ref": 14800 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0371.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0371.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9524662441443924, + "FN": 625, + "FP": 65, + "IoU": 0.9092463501249507, + "TN": 1394253, + "TP": 6913, + "n_pred": 6978, + "n_ref": 7538 + }, + "10": { + "Dice": 0.8899667063997698, + "FN": 2465, + "FP": 212, + "IoU": 0.801747759757091, + "TN": 1388353, + "TP": 10826, + "n_pred": 11038, + "n_ref": 13291 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8072400581318536, + "FN": 422, + "FP": 1037, + "IoU": 0.6767833407177669, + "TN": 1397342, + "TP": 3055, + "n_pred": 4092, + "n_ref": 3477 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9732673817595732, + "FN": 129, + "FP": 352, + "IoU": 0.9479268160658222, + "TN": 1392619, + "TP": 8756, + "n_pred": 9108, + "n_ref": 8885 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8264898335602301, + "FN": 30, + "FP": 7872, + "IoU": 0.7042886011526084, + "TN": 1375134, + "TP": 18820, + "n_pred": 26692, + "n_ref": 18850 + }, + "7": { + "Dice": 0.9342668533706742, + "FN": 987, + "FP": 2299, + "IoU": 0.8766423905698626, + "TN": 1375218, + "TP": 23352, + "n_pred": 25651, + "n_ref": 24339 + }, + "8": { + "Dice": 0.9638335663807113, + "FN": 265, + "FP": 692, + "IoU": 0.9301918447735065, + "TN": 1388147, + "TP": 12752, + "n_pred": 13444, + "n_ref": 13017 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0398.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0398.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7675675675675676, + "FN": 172, + "FP": 0, + "IoU": 0.6228070175438597, + "TN": 1050936, + "TP": 284, + "n_pred": 284, + "n_ref": 456 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9629698966601767, + "FN": 1234, + "FP": 744, + "IoU": 0.9285843232119002, + "TN": 1023695, + "TP": 25719, + "n_pred": 26463, + "n_ref": 26953 + }, + "7": { + "Dice": 0.982712522261328, + "FN": 3214, + "FP": 465, + "IoU": 0.966012600927517, + "TN": 943146, + "TP": 104567, + "n_pred": 105032, + "n_ref": 107781 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0402.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0402.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 238, + "IoU": 0.0, + "TN": 2628242, + "TP": 0, + "n_pred": 238, + "n_ref": 0 + }, + "10": { + "Dice": 0.7090013126465968, + "FN": 38888, + "FP": 1681, + "IoU": 0.5491882521585492, + "TN": 2538489, + "TP": 49422, + "n_pred": 51103, + "n_ref": 88310 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 146, + "FP": 0, + "IoU": 0.0, + "TN": 2628334, + "TP": 0, + "n_pred": 0, + "n_ref": 146 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9843398008461425, + "FN": 10810, + "FP": 3267, + "IoU": 0.9691625227277706, + "TN": 2171990, + "TP": 442413, + "n_pred": 445680, + "n_ref": 453223 + }, + "15": { + "Dice": 0.8353886186220161, + "FN": 4722, + "FP": 4008, + "IoU": 0.7173110549834856, + "TN": 2597598, + "TP": 22152, + "n_pred": 26160, + "n_ref": 26874 + }, + "2": { + "Dice": 0.6006537014236054, + "FN": 79790, + "FP": 971, + "IoU": 0.42923878244768443, + "TN": 2486983, + "TP": 60736, + "n_pred": 61707, + "n_ref": 140526 + }, + "3": { + "Dice": 0.7602013038080067, + "FN": 6681, + "FP": 76562, + "IoU": 0.6131651099028765, + "TN": 2413290, + "TP": 131947, + "n_pred": 208509, + "n_ref": 138628 + }, + "4": { + "Dice": 0.9525998343385793, + "FN": 4528, + "FP": 3598, + "IoU": 0.9094898641122744, + "TN": 2538700, + "TP": 81654, + "n_pred": 85252, + "n_ref": 86182 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8938193012030532, + "FN": 6835, + "FP": 3306, + "IoU": 0.8080228683931546, + "TN": 2575656, + "TP": 42683, + "n_pred": 45989, + "n_ref": 49518 + }, + "7": { + "Dice": 0.8841169525661504, + "FN": 2631, + "FP": 5712, + "IoU": 0.792302521845204, + "TN": 2588311, + "TP": 31826, + "n_pred": 37538, + "n_ref": 34457 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 88, + "IoU": 0.0, + "TN": 2628392, + "TP": 0, + "n_pred": 88, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0410.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2854290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0410.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": 0.6585433653591379, + "FN": 3635.412888888888, + "FP": 3551.0200000000004, + "IoU": 0.5757254551013047, + "TN": 1722752.122666667, + "TP": 22381.444444444445, + "n_pred": 25932.464444444446, + "n_ref": 26016.85733333333 + }, + "mean": { + "1": { + "Dice": 0.8409807488644769, + "FN": 1663.9533333333336, + "FP": 2429.52, + "IoU": 0.7834400071439218, + "TN": 1718767.933333333, + "TP": 29458.59333333333, + "n_pred": 31888.11333333333, + "n_ref": 31122.54666666667 + }, + "10": { + "Dice": 0.686748802102819, + "FN": 3413.6800000000003, + "FP": 2529.44, + "IoU": 0.5794529830669876, + "TN": 1736284.56, + "TP": 10092.319999999998, + "n_pred": 12621.76, + "n_ref": 13506.0 + }, + "11": { + "Dice": 0.4555077260284491, + "FN": 155.29333333333335, + "FP": 100.88, + "IoU": 0.35317630309065606, + "TN": 1751769.98, + "TP": 293.8466666666667, + "n_pred": 394.7266666666666, + "n_ref": 449.14 + }, + "12": { + "Dice": 0.38090386262067477, + "FN": 231.7, + "FP": 103.03333333333333, + "IoU": 0.28466192485481595, + "TN": 1751678.6866666668, + "TP": 306.58000000000004, + "n_pred": 409.61333333333334, + "n_ref": 538.28 + }, + "13": { + "Dice": 0.5273208659863453, + "FN": 3848.5199999999995, + "FP": 2502.3, + "IoU": 0.4127412542021494, + "TN": 1741140.8399999999, + "TP": 4828.34, + "n_pred": 7330.639999999999, + "n_ref": 8676.86 + }, + "14": { + "Dice": 0.5699001439978841, + "FN": 2719.2200000000003, + "FP": 5674.333333333334, + "IoU": 0.5078494005432133, + "TN": 1723246.06, + "TP": 20680.386666666665, + "n_pred": 26354.719999999994, + "n_ref": 23399.606666666667 + }, + "15": { + "Dice": 0.6127235437412806, + "FN": 2085.5933333333332, + "FP": 5297.873333333333, + "IoU": 0.5327439273344179, + "TN": 1732908.8, + "TP": 12027.733333333334, + "n_pred": 17325.606666666667, + "n_ref": 14113.326666666664 + }, + "2": { + "Dice": 0.7684796774025446, + "FN": 4465.1466666666665, + "FP": 1967.6533333333332, + "IoU": 0.7074557838028627, + "TN": 1727857.4200000004, + "TP": 18029.78, + "n_pred": 19997.43333333333, + "n_ref": 22494.926666666666 + }, + "3": { + "Dice": 0.7411932742815074, + "FN": 6171.046666666666, + "FP": 4393.82, + "IoU": 0.6896986557484175, + "TN": 1724070.2666666664, + "TP": 17684.866666666665, + "n_pred": 22078.686666666665, + "n_ref": 23855.913333333334 + }, + "4": { + "Dice": 0.5584366549481274, + "FN": 2150.4333333333334, + "FP": 1220.9666666666667, + "IoU": 0.47120295670725776, + "TN": 1742859.5866666667, + "TP": 6089.013333333333, + "n_pred": 7309.9800000000005, + "n_ref": 8239.446666666667 + }, + "5": { + "Dice": 0.5587146861988684, + "FN": 401.7866666666667, + "FP": 215.92, + "IoU": 0.4458812708905183, + "TN": 1750805.673333333, + "TP": 896.6200000000001, + "n_pred": 1112.54, + "n_ref": 1298.4066666666668 + }, + "6": { + "Dice": 0.9001996511109228, + "FN": 16386.166666666664, + "FP": 10702.166666666668, + "IoU": 0.8432264193420547, + "TN": 1600548.7133333334, + "TP": 124682.95333333334, + "n_pred": 135385.12, + "n_ref": 141069.12 + }, + "7": { + "Dice": 0.7614586655857638, + "FN": 8489.366666666665, + "FP": 14081.453333333333, + "IoU": 0.6832236218242346, + "TN": 1653903.1866666665, + "TP": 75845.99333333332, + "n_pred": 89927.44666666667, + "n_ref": 84335.36000000002 + }, + "8": { + "Dice": 0.7551739466424575, + "FN": 1247.0466666666666, + "FP": 1015.2133333333334, + "IoU": 0.6826123797690917, + "TN": 1741596.2599999998, + "TP": 8461.48, + "n_pred": 9476.693333333333, + "n_ref": 9708.526666666667 + }, + "9": { + "Dice": 0.7604082308749484, + "FN": 1102.24, + "FP": 1030.7266666666667, + "IoU": 0.6585149381989714, + "TN": 1743843.8733333335, + "TP": 6343.160000000001, + "n_pred": 7373.886666666667, + "n_ref": 7445.4 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/loop_003/summary.json b/nnActive_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/loop_003/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..40f3d44c5dee4c2ca90128800a8908d0b819d5ab --- /dev/null +++ b/nnActive_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/loop_003/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.8552867208552186, + "FN": 12572.616, + "FP": 9478.458666666666, + "IoU": 0.774162857251319, + "TN": 96260891.85066666, + "TP": 174017.91466666668, + "n_pred": 183496.37333333335, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.9440106656492714, + "FN": 6383.48, + "FP": 8360.12, + "IoU": 0.9116285056999811, + "TN": 96254312.58, + "TP": 187904.66, + "n_pred": 196264.78, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.8421097022997673, + "FN": 10743.02, + "FP": 11151.96, + "IoU": 0.7401189175178905, + "TN": 96371586.32, + "TP": 63479.54, + "n_pred": 74631.5, + "n_ref": 74222.56 + }, + "11": { + "Dice": 0.7654844005057945, + "FN": 896.42, + "FP": 737.22, + "IoU": 0.6284035177162673, + "TN": 96452523.24, + "TP": 2803.96, + "n_pred": 3541.18, + "n_ref": 3700.38 + }, + "12": { + "Dice": 0.7563425610930559, + "FN": 1195.52, + "FP": 684.18, + "IoU": 0.6225605479023727, + "TN": 96452040.0, + "TP": 3041.14, + "n_pred": 3725.32, + "n_ref": 4236.66 + }, + "13": { + "Dice": 0.7445570383387534, + "FN": 15277.02, + "FP": 10583.84, + "IoU": 0.6222117117141355, + "TN": 96388518.86, + "TP": 42581.12, + "n_pred": 53164.96, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.8526060833780023, + "FN": 18286.32, + "FP": 11181.88, + "IoU": 0.7723777014935691, + "TN": 96307420.82, + "TP": 120071.82, + "n_pred": 131253.7, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.8192898490955624, + "FN": 6975.4, + "FP": 10124.18, + "IoU": 0.7252142537902722, + "TN": 96392789.62, + "TP": 47071.64, + "n_pred": 57195.82, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.9546971551578881, + "FN": 8679.8, + "FP": 5486.86, + "IoU": 0.9158383748309074, + "TN": 96294632.28, + "TP": 148161.9, + "n_pred": 153648.76, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.9577188162897198, + "FN": 6720.74, + "FP": 7326.2, + "IoU": 0.9208155213125181, + "TN": 96286232.06, + "TP": 156681.84, + "n_pred": 164008.04, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.7771559565179648, + "FN": 4690.96, + "FP": 3844.2, + "IoU": 0.7002922485885879, + "TN": 96426539.14, + "TP": 21886.54, + "n_pred": 25730.74, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.7297248106971835, + "FN": 7265.6, + "FP": 2209.02, + "IoU": 0.5964430268705613, + "TN": 96437599.66, + "TP": 9886.56, + "n_pred": 12095.58, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.9699462444639828, + "FN": 47784.02, + "FP": 33873.04, + "IoU": 0.9428641837143065, + "TN": 95063864.18, + "TP": 1311439.6, + "n_pred": 1345312.64, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.8815572971431145, + "FN": 33668.12, + "FP": 22847.48, + "IoU": 0.8148109816901027, + "TN": 96095188.7, + "TP": 305256.54, + "n_pred": 328104.02, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.937840033316424, + "FN": 12264.08, + "FP": 6024.2, + "IoU": 0.8838257703448715, + "TN": 96318567.46, + "TP": 120105.1, + "n_pred": 126129.3, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.896260198881792, + "FN": 7758.74, + "FP": 7742.5, + "IoU": 0.815037595583442, + "TN": 96371562.84, + "TP": 69896.76, + "n_pred": 77639.26, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9477559588799046, + "FN": 2847, + "FP": 7058, + "IoU": 0.9006997634037776, + "TN": 119493572, + "TP": 89843, + "n_pred": 96901, + "n_ref": 92690 + }, + "10": { + "Dice": 0.8313391247336502, + "FN": 11935, + "FP": 13790, + "IoU": 0.7113604488078541, + "TN": 119504195, + "TP": 63400, + "n_pred": 77190, + "n_ref": 75335 + }, + "11": { + "Dice": 0.7734743461483493, + "FN": 840, + "FP": 745, + "IoU": 0.6306222325798182, + "TN": 119589029, + "TP": 2706, + "n_pred": 3451, + "n_ref": 3546 + }, + "12": { + "Dice": 0.8036539979700011, + "FN": 902, + "FP": 839, + "IoU": 0.6717571644042232, + "TN": 119588016, + "TP": 3563, + "n_pred": 4402, + "n_ref": 4465 + }, + "13": { + "Dice": 0.660558449321151, + "FN": 14078, + "FP": 25674, + "IoU": 0.4931595925080644, + "TN": 119514889, + "TP": 38679, + "n_pred": 64353, + "n_ref": 52757 + }, + "14": { + "Dice": 0.4189554440090897, + "FN": 181298, + "FP": 2290, + "IoU": 0.26498648783905515, + "TN": 119343545, + "TP": 66187, + "n_pred": 68477, + "n_ref": 247485 + }, + "15": { + "Dice": 0.026011980019483075, + "FN": 30353, + "FP": 157615, + "IoU": 0.013177374814939259, + "TN": 119402842, + "TP": 2510, + "n_pred": 160125, + "n_ref": 32863 + }, + "2": { + "Dice": 0.9594440703303212, + "FN": 4733, + "FP": 6770, + "IoU": 0.9220494958256532, + "TN": 119445752, + "TP": 136065, + "n_pred": 142835, + "n_ref": 140798 + }, + "3": { + "Dice": 0.960398719578214, + "FN": 7164, + "FP": 6296, + "IoU": 0.9238144831723967, + "TN": 119416646, + "TP": 163214, + "n_pred": 169510, + "n_ref": 170378 + }, + "4": { + "Dice": 0.8915674130538351, + "FN": 12205, + "FP": 3727, + "IoU": 0.8043496948336628, + "TN": 119511889, + "TP": 65499, + "n_pred": 69226, + "n_ref": 77704 + }, + "5": { + "Dice": 0.08839264416906144, + "FN": 60373, + "FP": 19884, + "IoU": 0.046239958168940436, + "TN": 119509172, + "TP": 3891, + "n_pred": 23775, + "n_ref": 64264 + }, + "6": { + "Dice": 0.9717640921439477, + "FN": 28881, + "FP": 38126, + "IoU": 0.9450789305443995, + "TN": 118373260, + "TP": 1153053, + "n_pred": 1191179, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 46850, + "IoU": 0.0, + "TN": 119546470, + "TP": 0, + "n_pred": 46850, + "n_ref": 0 + }, + "8": { + "Dice": 0.9028143715864003, + "FN": 39963, + "FP": 13116, + "IoU": 0.8228456044322809, + "TN": 119293700, + "TP": 246541, + "n_pred": 259657, + "n_ref": 286504 + }, + "9": { + "Dice": 0.8816387966489962, + "FN": 9760, + "FP": 8169, + "IoU": 0.7883309918184715, + "TN": 119508617, + "TP": 66774, + "n_pred": 74943, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9617413859956412, + "FN": 8739, + "FP": 5568, + "IoU": 0.9263023422328222, + "TN": 72631529, + "TP": 179824, + "n_pred": 185392, + "n_ref": 188563 + }, + "10": { + "Dice": 0.8381005443580265, + "FN": 12794, + "FP": 8709, + "IoU": 0.7213193364437532, + "TN": 72748500, + "TP": 55657, + "n_pred": 64366, + "n_ref": 68451 + }, + "11": { + "Dice": 0.7284636760619293, + "FN": 412, + "FP": 956, + "IoU": 0.5729004058694973, + "TN": 72822457, + "TP": 1835, + "n_pred": 2791, + "n_ref": 2247 + }, + "12": { + "Dice": 0.7261961913906225, + "FN": 605, + "FP": 1106, + "IoU": 0.5701005025125628, + "TN": 72821680, + "TP": 2269, + "n_pred": 3375, + "n_ref": 2874 + }, + "13": { + "Dice": 0.7836006908891578, + "FN": 12301, + "FP": 8622, + "IoU": 0.6441969220304395, + "TN": 72766855, + "TP": 37882, + "n_pred": 46504, + "n_ref": 50183 + }, + "14": { + "Dice": 0.9150221607518939, + "FN": 4114, + "FP": 9403, + "IoU": 0.8433556222549281, + "TN": 72739369, + "TP": 72774, + "n_pred": 82177, + "n_ref": 76888 + }, + "15": { + "Dice": 0.8580359669659626, + "FN": 9130, + "FP": 1906, + "IoU": 0.7513686439723343, + "TN": 72781273, + "TP": 33351, + "n_pred": 35257, + "n_ref": 42481 + }, + "2": { + "Dice": 0.9634626320672832, + "FN": 7082, + "FP": 2684, + "IoU": 0.9295011080872321, + "TN": 72687133, + "TP": 128761, + "n_pred": 131445, + "n_ref": 135843 + }, + "3": { + "Dice": 0.9655895551877804, + "FN": 3749, + "FP": 5046, + "IoU": 0.9334684892543478, + "TN": 72693467, + "TP": 123398, + "n_pred": 128444, + "n_ref": 127147 + }, + "4": { + "Dice": 0.8748207786478438, + "FN": 3214, + "FP": 3596, + "IoU": 0.7774946089002156, + "TN": 72795054, + "TP": 23796, + "n_pred": 27392, + "n_ref": 27010 + }, + "5": { + "Dice": 0.7454357561143644, + "FN": 3229, + "FP": 466, + "IoU": 0.5941790225151016, + "TN": 72816555, + "TP": 5410, + "n_pred": 5876, + "n_ref": 8639 + }, + "6": { + "Dice": 0.9665723430521693, + "FN": 35313, + "FP": 45784, + "IoU": 0.9353072143500448, + "TN": 71572089, + "TP": 1172474, + "n_pred": 1218258, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.9170847725419997, + "FN": 20635, + "FP": 18829, + "IoU": 0.8468666330371347, + "TN": 72567950, + "TP": 218246, + "n_pred": 237075, + "n_ref": 238881 + }, + "8": { + "Dice": 0.9361429400403599, + "FN": 4150, + "FP": 3223, + "IoU": 0.8799518048748718, + "TN": 72764243, + "TP": 54044, + "n_pred": 57267, + "n_ref": 58194 + }, + "9": { + "Dice": 0.8572696385877304, + "FN": 13265, + "FP": 8286, + "IoU": 0.7501941556258765, + "TN": 72739389, + "TP": 64720, + "n_pred": 73006, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9668986733320515, + "FN": 8599, + "FP": 8617, + "IoU": 0.9359185283892533, + "TN": 71540830, + "TP": 251442, + "n_pred": 260059, + "n_ref": 260041 + }, + "10": { + "Dice": 0.8705570378259712, + "FN": 13615, + "FP": 10206, + "IoU": 0.7707844193833956, + "TN": 71705564, + "TP": 80103, + "n_pred": 90309, + "n_ref": 93718 + }, + "11": { + "Dice": 0.7021276595744681, + "FN": 1026, + "FP": 962, + "IoU": 0.5409836065573771, + "TN": 71805157, + "TP": 2343, + "n_pred": 3305, + "n_ref": 3369 + }, + "12": { + "Dice": 0.6651839495876193, + "FN": 2920, + "FP": 693, + "IoU": 0.4983337961677312, + "TN": 71802286, + "TP": 3589, + "n_pred": 4282, + "n_ref": 6509 + }, + "13": { + "Dice": 0.8253628224520666, + "FN": 13428, + "FP": 7931, + "IoU": 0.7026534135204365, + "TN": 71737656, + "TP": 50473, + "n_pred": 58404, + "n_ref": 63901 + }, + "14": { + "Dice": 0.9583848938548363, + "FN": 33860, + "FP": 8547, + "IoU": 0.9200950410575861, + "TN": 71278770, + "TP": 488311, + "n_pred": 496858, + "n_ref": 522171 + }, + "15": { + "Dice": 0.8789919775189231, + "FN": 35214, + "FP": 4833, + "IoU": 0.7841085522059775, + "TN": 71623992, + "TP": 145449, + "n_pred": 150282, + "n_ref": 180663 + }, + "2": { + "Dice": 0.9502939056837705, + "FN": 7760, + "FP": 6793, + "IoU": 0.9052952162793573, + "TN": 71655821, + "TP": 139114, + "n_pred": 145907, + "n_ref": 146874 + }, + "3": { + "Dice": 0.9535074705231386, + "FN": 7932, + "FP": 9335, + "IoU": 0.9111459887819688, + "TN": 71615158, + "TP": 177063, + "n_pred": 186398, + "n_ref": 184995 + }, + "4": { + "Dice": 0.8193959963546086, + "FN": 938, + "FP": 4809, + "IoU": 0.694048126064736, + "TN": 71790704, + "TP": 13037, + "n_pred": 17846, + "n_ref": 13975 + }, + "5": { + "Dice": 0.8694325508145085, + "FN": 1510, + "FP": 1143, + "IoU": 0.7690231586278948, + "TN": 71798002, + "TP": 8833, + "n_pred": 9976, + "n_ref": 10343 + }, + "6": { + "Dice": 0.9736238988517465, + "FN": 37242, + "FP": 28369, + "IoU": 0.9486034386055067, + "TN": 70532924, + "TP": 1210953, + "n_pred": 1239322, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.9410224660991307, + "FN": 15886, + "FP": 11597, + "IoU": 0.8886141924397233, + "TN": 71562751, + "TP": 219254, + "n_pred": 230851, + "n_ref": 235140 + }, + "8": { + "Dice": 0.9316357702597575, + "FN": 7585, + "FP": 3224, + "IoU": 0.8720207437928462, + "TN": 71725029, + "TP": 73650, + "n_pred": 76874, + "n_ref": 81235 + }, + "9": { + "Dice": 0.8666506332232501, + "FN": 14284, + "FP": 8449, + "IoU": 0.7646809171367942, + "TN": 71712883, + "TP": 73872, + "n_pred": 82321, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9708599163304529, + "FN": 5563, + "FP": 6961, + "IoU": 0.9433700345911239, + "TN": 135224355, + "TP": 208631, + "n_pred": 215592, + "n_ref": 214194 + }, + "10": { + "Dice": 0.8525082077170191, + "FN": 12688, + "FP": 12380, + "IoU": 0.7429318566374404, + "TN": 135347995, + "TP": 72447, + "n_pred": 84827, + "n_ref": 85135 + }, + "11": { + "Dice": 0.7243346007604563, + "FN": 880, + "FP": 1150, + "IoU": 0.5678092399403875, + "TN": 135440813, + "TP": 2667, + "n_pred": 3817, + "n_ref": 3547 + }, + "12": { + "Dice": 0.7821030846555632, + "FN": 1540, + "FP": 671, + "IoU": 0.6421751092409775, + "TN": 135439331, + "TP": 3968, + "n_pred": 4639, + "n_ref": 5508 + }, + "13": { + "Dice": 0.7968491611649015, + "FN": 9011, + "FP": 7082, + "IoU": 0.6623019620186759, + "TN": 135397855, + "TP": 31562, + "n_pred": 38644, + "n_ref": 40573 + }, + "14": { + "Dice": 0.9127723254680866, + "FN": 11877, + "FP": 13187, + "IoU": 0.839541107028079, + "TN": 135289308, + "TP": 131138, + "n_pred": 144325, + "n_ref": 143015 + }, + "15": { + "Dice": 0.8155824135826919, + "FN": 13206, + "FP": 4021, + "IoU": 0.6885936370209689, + "TN": 135390190, + "TP": 38093, + "n_pred": 42114, + "n_ref": 51299 + }, + "2": { + "Dice": 0.9631478362974363, + "FN": 10217, + "FP": 5036, + "IoU": 0.9289152976814633, + "TN": 135230935, + "TP": 199322, + "n_pred": 204358, + "n_ref": 209539 + }, + "3": { + "Dice": 0.9539541906962359, + "FN": 17121, + "FP": 3127, + "IoU": 0.9119621552053985, + "TN": 135215518, + "TP": 209744, + "n_pred": 212871, + "n_ref": 226865 + }, + "4": { + "Dice": 0.8658792274935212, + "FN": 3596, + "FP": 6703, + "IoU": 0.7634806173066324, + "TN": 135401966, + "TP": 33245, + "n_pred": 39948, + "n_ref": 36841 + }, + "5": { + "Dice": 0.5240499470482477, + "FN": 17405, + "FP": 1920, + "IoU": 0.355059404618876, + "TN": 135415546, + "TP": 10639, + "n_pred": 12559, + "n_ref": 28044 + }, + "6": { + "Dice": 0.9680261957805655, + "FN": 43814, + "FP": 63108, + "IoU": 0.9380336902182921, + "TN": 133720024, + "TP": 1618564, + "n_pred": 1681672, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.9102065144980891, + "FN": 17250, + "FP": 18604, + "IoU": 0.835210089440834, + "TN": 135227936, + "TP": 181720, + "n_pred": 200324, + "n_ref": 198970 + }, + "8": { + "Dice": 0.8788198618707094, + "FN": 56069, + "FP": 8342, + "IoU": 0.7838346684744488, + "TN": 135147539, + "TP": 233560, + "n_pred": 241902, + "n_ref": 289629 + }, + "9": { + "Dice": 0.8684179336055771, + "FN": 17437, + "FP": 6987, + "IoU": 0.7674369887927176, + "TN": 135340489, + "TP": 80597, + "n_pred": 87584, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8983026755548105, + "FN": 9744, + "FP": 46062, + "IoU": 0.8153806455027856, + "TN": 105451729, + "TP": 246470, + "n_pred": 292532, + "n_ref": 256214 + }, + "10": { + "Dice": 0.4426722793888369, + "FN": 32092, + "FP": 39402, + "IoU": 0.28425120386036223, + "TN": 105654118, + "TP": 28393, + "n_pred": 67795, + "n_ref": 60485 + }, + "11": { + "Dice": 0.72066747783765, + "FN": 396, + "FP": 1211, + "IoU": 0.5633152173913043, + "TN": 105750325, + "TP": 2073, + "n_pred": 3284, + "n_ref": 2469 + }, + "12": { + "Dice": 0.6885647750949871, + "FN": 1595, + "FP": 946, + "IoU": 0.5250467289719626, + "TN": 105748655, + "TP": 2809, + "n_pred": 3755, + "n_ref": 4404 + }, + "13": { + "Dice": 0.6652446041146257, + "FN": 33498, + "FP": 14210, + "IoU": 0.49840188409454117, + "TN": 105658893, + "TP": 47404, + "n_pred": 61614, + "n_ref": 80902 + }, + "14": { + "Dice": 0.9566010794315201, + "FN": 11329, + "FP": 5509, + "IoU": 0.916812410454029, + "TN": 105551595, + "TP": 185572, + "n_pred": 191081, + "n_ref": 196901 + }, + "15": { + "Dice": 0.8722602015645923, + "FN": 3179, + "FP": 4071, + "IoU": 0.7734587382432897, + "TN": 105722002, + "TP": 24753, + "n_pred": 28824, + "n_ref": 27932 + }, + "2": { + "Dice": 0.9419322761291673, + "FN": 8910, + "FP": 8842, + "IoU": 0.8902381717903692, + "TN": 105592273, + "TP": 143980, + "n_pred": 152822, + "n_ref": 152890 + }, + "3": { + "Dice": 0.9524036131817879, + "FN": 7348, + "FP": 9055, + "IoU": 0.9091322050799102, + "TN": 105573490, + "TP": 164112, + "n_pred": 173167, + "n_ref": 171460 + }, + "4": { + "Dice": 0.746607013762907, + "FN": 13486, + "FP": 5091, + "IoU": 0.5956687343562955, + "TN": 105708060, + "TP": 27368, + "n_pred": 32459, + "n_ref": 40854 + }, + "5": { + "Dice": 0.7862566911490103, + "FN": 2891, + "FP": 2260, + "IoU": 0.6477948717948718, + "TN": 105739380, + "TP": 9474, + "n_pred": 11734, + "n_ref": 12365 + }, + "6": { + "Dice": 0.9567414472210879, + "FN": 84059, + "FP": 47293, + "IoU": 0.9170703126972983, + "TN": 104170109, + "TP": 1452544, + "n_pred": 1499837, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.8776679782853588, + "FN": 18678, + "FP": 50931, + "IoU": 0.7820038645466987, + "TN": 105434692, + "TP": 249704, + "n_pred": 300635, + "n_ref": 268382 + }, + "8": { + "Dice": 0.9118000687049124, + "FN": 3732, + "FP": 12700, + "IoU": 0.8378975613605871, + "TN": 105652637, + "TP": 84936, + "n_pred": 97636, + "n_ref": 88668 + }, + "9": { + "Dice": 0.8386229261829903, + "FN": 11192, + "FP": 13291, + "IoU": 0.7220935776067561, + "TN": 105665907, + "TP": 63615, + "n_pred": 76906, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9693652585600548, + "FN": 7247, + "FP": 8302, + "IoU": 0.9405517004071802, + "TN": 96876325, + "TP": 246006, + "n_pred": 254308, + "n_ref": 253253 + }, + "10": { + "Dice": 0.8445901858760938, + "FN": 11610, + "FP": 25546, + "IoU": 0.730987547060527, + "TN": 96999760, + "TP": 100964, + "n_pred": 126510, + "n_ref": 112574 + }, + "11": { + "Dice": 0.8280951079529926, + "FN": 531, + "FP": 727, + "IoU": 0.7066231343283582, + "TN": 97133592, + "TP": 3030, + "n_pred": 3757, + "n_ref": 3561 + }, + "12": { + "Dice": 0.8347007985997156, + "FN": 703, + "FP": 808, + "IoU": 0.7162974089372888, + "TN": 97132554, + "TP": 3815, + "n_pred": 4623, + "n_ref": 4518 + }, + "13": { + "Dice": 0.7767181467181468, + "FN": 9663, + "FP": 13469, + "IoU": 0.6349461856516113, + "TN": 97074514, + "TP": 40234, + "n_pred": 53703, + "n_ref": 49897 + }, + "14": { + "Dice": 0.9579706784450565, + "FN": 10381, + "FP": 11914, + "IoU": 0.9193317871473592, + "TN": 96861501, + "TP": 254084, + "n_pred": 265998, + "n_ref": 264465 + }, + "15": { + "Dice": 0.8317825450159386, + "FN": 3063, + "FP": 4747, + "IoU": 0.7120100298683579, + "TN": 97110761, + "TP": 19309, + "n_pred": 24056, + "n_ref": 22372 + }, + "2": { + "Dice": 0.9415779584449379, + "FN": 8464, + "FP": 7611, + "IoU": 0.8896053950856374, + "TN": 96992266, + "TP": 129539, + "n_pred": 137150, + "n_ref": 138003 + }, + "3": { + "Dice": 0.9445745313706381, + "FN": 9207, + "FP": 8309, + "IoU": 0.8949703787206486, + "TN": 96971108, + "TP": 149256, + "n_pred": 157565, + "n_ref": 158463 + }, + "4": { + "Dice": 0.9120207973504745, + "FN": 1886, + "FP": 3055, + "IoU": 0.8382704330463815, + "TN": 97107329, + "TP": 25610, + "n_pred": 28665, + "n_ref": 27496 + }, + "5": { + "Dice": 0.796857804257903, + "FN": 4134, + "FP": 1219, + "IoU": 0.6623139036083775, + "TN": 97122028, + "TP": 10499, + "n_pred": 11718, + "n_ref": 14633 + }, + "6": { + "Dice": 0.9762592191034547, + "FN": 41636, + "FP": 29310, + "IoU": 0.9536195463938554, + "TN": 95608227, + "TP": 1458707, + "n_pred": 1488017, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.9509347717855337, + "FN": 11677, + "FP": 13355, + "IoU": 0.9064591468769269, + "TN": 96870275, + "TP": 242573, + "n_pred": 255928, + "n_ref": 254250 + }, + "8": { + "Dice": 0.9319990991200888, + "FN": 8049, + "FP": 9463, + "IoU": 0.8726575964048604, + "TN": 97000361, + "TP": 120007, + "n_pred": 129470, + "n_ref": 128056 + }, + "9": { + "Dice": 0.8321967431040213, + "FN": 5978, + "FP": 19268, + "IoU": 0.7126172479737729, + "TN": 97050032, + "TP": 62602, + "n_pred": 81870, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9711940976617528, + "FN": 3568, + "FP": 6513, + "IoU": 0.9440012887313772, + "TN": 130586770, + "TP": 169941, + "n_pred": 176454, + "n_ref": 173509 + }, + "10": { + "Dice": 0.8834127389440886, + "FN": 8920, + "FP": 9115, + "IoU": 0.7911721454789666, + "TN": 130680429, + "TP": 68328, + "n_pred": 77443, + "n_ref": 77248 + }, + "11": { + "Dice": 0.7655247548722914, + "FN": 887, + "FP": 1050, + "IoU": 0.6201215924691116, + "TN": 130761693, + "TP": 3162, + "n_pred": 4212, + "n_ref": 4049 + }, + "12": { + "Dice": 0.826395312981807, + "FN": 648, + "FP": 478, + "IoU": 0.7041513399894903, + "TN": 130762986, + "TP": 2680, + "n_pred": 3158, + "n_ref": 3328 + }, + "13": { + "Dice": 0.8486596283571984, + "FN": 10604, + "FP": 7501, + "IoU": 0.7371057675553232, + "TN": 130697924, + "TP": 50763, + "n_pred": 58264, + "n_ref": 61367 + }, + "14": { + "Dice": 0.9503796120337473, + "FN": 4144, + "FP": 12071, + "IoU": 0.9054507924290662, + "TN": 130595294, + "TP": 155283, + "n_pred": 167354, + "n_ref": 159427 + }, + "15": { + "Dice": 0.8882153741957332, + "FN": 2561, + "FP": 4041, + "IoU": 0.7989095671773628, + "TN": 130733961, + "TP": 26229, + "n_pred": 30270, + "n_ref": 28790 + }, + "2": { + "Dice": 0.924542352209961, + "FN": 8654, + "FP": 17084, + "IoU": 0.859673418204618, + "TN": 130583377, + "TP": 157677, + "n_pred": 174761, + "n_ref": 166331 + }, + "3": { + "Dice": 0.9200867678958785, + "FN": 17595, + "FP": 8193, + "IoU": 0.8520006427767958, + "TN": 130592548, + "TP": 148456, + "n_pred": 156649, + "n_ref": 166051 + }, + "4": { + "Dice": 0.907045179158733, + "FN": 3736, + "FP": 1634, + "IoU": 0.8299018055115616, + "TN": 130735222, + "TP": 26200, + "n_pred": 27834, + "n_ref": 29936 + }, + "5": { + "Dice": 0.6619595668963428, + "FN": 13824, + "FP": 4034, + "IoU": 0.4947231417819653, + "TN": 130731449, + "TP": 17485, + "n_pred": 21519, + "n_ref": 31309 + }, + "6": { + "Dice": 0.9666265068693192, + "FN": 28127, + "FP": 62260, + "IoU": 0.935408652626509, + "TN": 129367425, + "TP": 1308980, + "n_pred": 1371240, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.9497967443034324, + "FN": 24056, + "FP": 20502, + "IoU": 0.904393258306423, + "TN": 130300737, + "TP": 421497, + "n_pred": 441999, + "n_ref": 445553 + }, + "8": { + "Dice": 0.9059150911557001, + "FN": 16822, + "FP": 27503, + "IoU": 0.8280116870569336, + "TN": 130509071, + "TP": 213396, + "n_pred": 240899, + "n_ref": 230218 + }, + "9": { + "Dice": 0.8899705087854081, + "FN": 12251, + "FP": 9948, + "IoU": 0.8017539316109559, + "TN": 130654815, + "TP": 89778, + "n_pred": 99726, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9156154944515985, + "FN": 11356, + "FP": 23571, + "IoU": 0.8443642359022347, + "TN": 72011593, + "TP": 189488, + "n_pred": 213059, + "n_ref": 200844 + }, + "10": { + "Dice": 0.7205759221054994, + "FN": 20924, + "FP": 11447, + "IoU": 0.5632033463770072, + "TN": 72161898, + "TP": 41739, + "n_pred": 53186, + "n_ref": 62663 + }, + "11": { + "Dice": 0.7131208302446257, + "FN": 763, + "FP": 785, + "IoU": 0.554147465437788, + "TN": 72232536, + "TP": 1924, + "n_pred": 2709, + "n_ref": 2687 + }, + "12": { + "Dice": 0.70550576184379, + "FN": 1316, + "FP": 984, + "IoU": 0.5450049455984174, + "TN": 72230953, + "TP": 2755, + "n_pred": 3739, + "n_ref": 4071 + }, + "13": { + "Dice": 0.5478208401021119, + "FN": 40931, + "FP": 7780, + "IoU": 0.37724053286967196, + "TN": 72157790, + "TP": 29507, + "n_pred": 37287, + "n_ref": 70438 + }, + "14": { + "Dice": 0.4845766790636622, + "FN": 16255, + "FP": 106257, + "IoU": 0.3197632452721236, + "TN": 72055906, + "TP": 57590, + "n_pred": 163847, + "n_ref": 73845 + }, + "15": { + "Dice": 0.6404214583359403, + "FN": 2727, + "FP": 26008, + "IoU": 0.4710441057359546, + "TN": 72181684, + "TP": 25589, + "n_pred": 51597, + "n_ref": 28316 + }, + "2": { + "Dice": 0.9436932500646915, + "FN": 5124, + "FP": 9455, + "IoU": 0.8933893967093236, + "TN": 72099258, + "TP": 122171, + "n_pred": 131626, + "n_ref": 127295 + }, + "3": { + "Dice": 0.9441694234404537, + "FN": 8417, + "FP": 10485, + "IoU": 0.8942433041833817, + "TN": 72057277, + "TP": 159829, + "n_pred": 170314, + "n_ref": 168246 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 67515, + "IoU": 0.0, + "TN": 72168493, + "TP": 0, + "n_pred": 67515, + "n_ref": 0 + }, + "5": { + "Dice": 0.8559561211992119, + "FN": 190, + "FP": 2515, + "IoU": 0.7481846955874139, + "TN": 72225266, + "TP": 8037, + "n_pred": 10552, + "n_ref": 8227 + }, + "6": { + "Dice": 0.9350768876529034, + "FN": 126986, + "FP": 65311, + "IoU": 0.878069859515011, + "TN": 70658900, + "TP": 1384811, + "n_pred": 1450122, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.6391493770000032, + "FN": 138129, + "FP": 88981, + "IoU": 0.46966901891920926, + "TN": 71807766, + "TP": 201132, + "n_pred": 290113, + "n_ref": 339261 + }, + "8": { + "Dice": 0.9322619056534536, + "FN": 5337, + "FP": 3708, + "IoU": 0.8731185209084406, + "TN": 72164721, + "TP": 62242, + "n_pred": 65950, + "n_ref": 67579 + }, + "9": { + "Dice": 0.7568391459958678, + "FN": 16103, + "FP": 5434, + "IoU": 0.6088022668652595, + "TN": 72180954, + "TP": 33517, + "n_pred": 38951, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9289306181620495, + "FN": 6973, + "FP": 5577, + "IoU": 0.8672926646152544, + "TN": 52458551, + "TP": 82019, + "n_pred": 87596, + "n_ref": 88992 + }, + "10": { + "Dice": 0.5191757595930807, + "FN": 22228, + "FP": 23997, + "IoU": 0.35059917674660374, + "TN": 52481939, + "TP": 24956, + "n_pred": 48953, + "n_ref": 47184 + }, + "11": { + "Dice": 0.23563849249908525, + "FN": 1720, + "FP": 369, + "IoU": 0.13355454168394856, + "TN": 52550709, + "TP": 322, + "n_pred": 691, + "n_ref": 2042 + }, + "12": { + "Dice": 0.15548172757475084, + "FN": 3598, + "FP": 1486, + "IoU": 0.08429394812680115, + "TN": 52547568, + "TP": 468, + "n_pred": 1954, + "n_ref": 4066 + }, + "13": { + "Dice": 0.3644593895499224, + "FN": 14570, + "FP": 10000, + "IoU": 0.22283726079392693, + "TN": 52521505, + "TP": 7045, + "n_pred": 17045, + "n_ref": 21615 + }, + "14": { + "Dice": 0.8050314465408805, + "FN": 13789, + "FP": 6578, + "IoU": 0.6736842105263158, + "TN": 52490705, + "TP": 42048, + "n_pred": 48626, + "n_ref": 55837 + }, + "15": { + "Dice": 0.3630671063439721, + "FN": 10020, + "FP": 43483, + "IoU": 0.22179718408191762, + "TN": 52484368, + "TP": 15249, + "n_pred": 58732, + "n_ref": 25269 + }, + "2": { + "Dice": 0.9465703133478787, + "FN": 8609, + "FP": 5668, + "IoU": 0.8985605070198375, + "TN": 52412376, + "TP": 126467, + "n_pred": 132135, + "n_ref": 135076 + }, + "3": { + "Dice": 0.9477212563497174, + "FN": 10630, + "FP": 3984, + "IoU": 0.9006370812567567, + "TN": 52406043, + "TP": 132463, + "n_pred": 136447, + "n_ref": 143093 + }, + "4": { + "Dice": 0.0, + "FN": 1880, + "FP": 1301, + "IoU": 0.0, + "TN": 52549939, + "TP": 0, + "n_pred": 1301, + "n_ref": 1880 + }, + "5": { + "Dice": 0.8089240734077006, + "FN": 662, + "FP": 1993, + "IoU": 0.679154078549849, + "TN": 52544845, + "TP": 5620, + "n_pred": 7613, + "n_ref": 6282 + }, + "6": { + "Dice": 0.9482709088599431, + "FN": 45000, + "FP": 34407, + "IoU": 0.9016303883275048, + "TN": 51745889, + "TP": 727824, + "n_pred": 762231, + "n_ref": 772824 + }, + "7": { + "Dice": 0.5580055449662104, + "FN": 115778, + "FP": 6658, + "IoU": 0.3869678853606513, + "TN": 52353398, + "TP": 77286, + "n_pred": 83944, + "n_ref": 193064 + }, + "8": { + "Dice": 0.913269416336901, + "FN": 7951, + "FP": 1846, + "IoU": 0.8403825474925869, + "TN": 52491742, + "TP": 51581, + "n_pred": 53427, + "n_ref": 59532 + }, + "9": { + "Dice": 0.8824141250347247, + "FN": 9796, + "FP": 8405, + "IoU": 0.7895716515405514, + "TN": 52466625, + "TP": 68294, + "n_pred": 76699, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9739504150548731, + "FN": 11487, + "FP": 3557, + "IoU": 0.9492235359239095, + "TN": 143840971, + "TP": 281235, + "n_pred": 284792, + "n_ref": 292722 + }, + "10": { + "Dice": 0.8893369586248332, + "FN": 10947, + "FP": 10787, + "IoU": 0.8007261658078595, + "TN": 144028184, + "TP": 87332, + "n_pred": 98119, + "n_ref": 98279 + }, + "11": { + "Dice": 0.7125162407968818, + "FN": 2506, + "FP": 813, + "IoU": 0.5534176533907428, + "TN": 144129818, + "TP": 4113, + "n_pred": 4926, + "n_ref": 6619 + }, + "12": { + "Dice": 0.689648531535869, + "FN": 2065, + "FP": 1158, + "IoU": 0.5263080540858318, + "TN": 144130446, + "TP": 3581, + "n_pred": 4739, + "n_ref": 5646 + }, + "13": { + "Dice": 0.82992771183308, + "FN": 23476, + "FP": 9650, + "IoU": 0.709296100955674, + "TN": 144023299, + "TP": 80825, + "n_pred": 90475, + "n_ref": 104301 + }, + "14": { + "Dice": 0.9636995103145475, + "FN": 14131, + "FP": 15699, + "IoU": 0.9299421547190992, + "TN": 143711459, + "TP": 395961, + "n_pred": 411660, + "n_ref": 410092 + }, + "15": { + "Dice": 0.8063119623681103, + "FN": 1154, + "FP": 9181, + "IoU": 0.6754796370144754, + "TN": 144105403, + "TP": 21512, + "n_pred": 30693, + "n_ref": 22666 + }, + "2": { + "Dice": 0.9630314771386538, + "FN": 5807, + "FP": 4345, + "IoU": 0.928698852383026, + "TN": 143994868, + "TP": 132230, + "n_pred": 136575, + "n_ref": 138037 + }, + "3": { + "Dice": 0.9628931395990435, + "FN": 6669, + "FP": 6243, + "IoU": 0.9284415872312126, + "TN": 143956810, + "TP": 167528, + "n_pred": 173771, + "n_ref": 174197 + }, + "4": { + "Dice": 0.9254015557607899, + "FN": 2573, + "FP": 5262, + "IoU": 0.8611603345619506, + "TN": 144080818, + "TP": 48597, + "n_pred": 53859, + "n_ref": 51170 + }, + "5": { + "Dice": 0.7359752589182968, + "FN": 11666, + "FP": 3018, + "IoU": 0.5822475106685633, + "TN": 144102100, + "TP": 20466, + "n_pred": 23484, + "n_ref": 32132 + }, + "6": { + "Dice": 0.9780380684315703, + "FN": 34702, + "FP": 24754, + "IoU": 0.9570200593778984, + "TN": 142753907, + "TP": 1323887, + "n_pred": 1348641, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.9450006315677958, + "FN": 17138, + "FP": 9858, + "IoU": 0.895735732024301, + "TN": 143878331, + "TP": 231923, + "n_pred": 241781, + "n_ref": 249061 + }, + "8": { + "Dice": 0.8935901130903475, + "FN": 21385, + "FP": 28089, + "IoU": 0.8076483441288306, + "TN": 143880044, + "TP": 207732, + "n_pred": 235821, + "n_ref": 229117 + }, + "9": { + "Dice": 0.8938432009449284, + "FN": 9704, + "FP": 10428, + "IoU": 0.8080619327282434, + "TN": 144032362, + "TP": 84756, + "n_pred": 95184, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9650095120002075, + "FN": 9333, + "FP": 5510, + "IoU": 0.9323849090296189, + "TN": 111559398, + "TP": 204679, + "n_pred": 210189, + "n_ref": 214012 + }, + "10": { + "Dice": 0.7544971150582646, + "FN": 12657, + "FP": 9043, + "IoU": 0.605777091470615, + "TN": 111723875, + "TP": 33345, + "n_pred": 42388, + "n_ref": 46002 + }, + "11": { + "Dice": 0.7641120432247974, + "FN": 1108, + "FP": 551, + "IoU": 0.6182696732627704, + "TN": 111774574, + "TP": 2687, + "n_pred": 3238, + "n_ref": 3795 + }, + "12": { + "Dice": 0.7269250382457929, + "FN": 1809, + "FP": 333, + "IoU": 0.5709993991588224, + "TN": 111773927, + "TP": 2851, + "n_pred": 3184, + "n_ref": 4660 + }, + "13": { + "Dice": 0.7722938589990613, + "FN": 13863, + "FP": 9182, + "IoU": 0.6290543259557344, + "TN": 111716795, + "TP": 39080, + "n_pred": 48262, + "n_ref": 52943 + }, + "14": { + "Dice": 0.8880602596292537, + "FN": 8858, + "FP": 12096, + "IoU": 0.7986586209547236, + "TN": 111674848, + "TP": 83118, + "n_pred": 95214, + "n_ref": 91976 + }, + "15": { + "Dice": 0.7712871287128713, + "FN": 2163, + "FP": 2919, + "IoU": 0.6277195809830781, + "TN": 111765269, + "TP": 8569, + "n_pred": 11488, + "n_ref": 10732 + }, + "2": { + "Dice": 0.9655185883226077, + "FN": 8565, + "FP": 5559, + "IoU": 0.9333358506239734, + "TN": 111567052, + "TP": 197744, + "n_pred": 203303, + "n_ref": 206309 + }, + "3": { + "Dice": 0.9401716117676641, + "FN": 3614, + "FP": 4000, + "IoU": 0.887097970017349, + "TN": 111711481, + "TP": 59825, + "n_pred": 63825, + "n_ref": 63439 + }, + "4": { + "Dice": 0.8682477988419133, + "FN": 2260, + "FP": 2723, + "IoU": 0.7671712924025792, + "TN": 111757518, + "TP": 16419, + "n_pred": 19142, + "n_ref": 18679 + }, + "5": { + "Dice": 0.6317834773465002, + "FN": 12597, + "FP": 3511, + "IoU": 0.46175694189193706, + "TN": 111748993, + "TP": 13819, + "n_pred": 17330, + "n_ref": 26416 + }, + "6": { + "Dice": 0.9721984333699288, + "FN": 26890, + "FP": 42192, + "IoU": 0.9459009062980391, + "TN": 110501967, + "TP": 1207871, + "n_pred": 1250063, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.9328494806742721, + "FN": 19247, + "FP": 12303, + "IoU": 0.8741498633798042, + "TN": 111528225, + "TP": 219145, + "n_pred": 231448, + "n_ref": 238392 + }, + "8": { + "Dice": 0.8852790188721597, + "FN": 48493, + "FP": 10794, + "IoU": 0.7941709484793779, + "TN": 111490880, + "TP": 228753, + "n_pred": 239547, + "n_ref": 277246 + }, + "9": { + "Dice": 0.8775662307744427, + "FN": 9103, + "FP": 10774, + "IoU": 0.7818423276590607, + "TN": 111687807, + "TP": 71236, + "n_pred": 82010, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8632316736993225, + "FN": 7266, + "FP": 42844, + "IoU": 0.7593734393607622, + "TN": 198879627, + "TP": 158138, + "n_pred": 200982, + "n_ref": 165404 + }, + "10": { + "Dice": 0.8046011279222877, + "FN": 14548, + "FP": 9047, + "IoU": 0.6730817191786516, + "TN": 199015701, + "TP": 48579, + "n_pred": 57626, + "n_ref": 63127 + }, + "11": { + "Dice": 0.7647623619779165, + "FN": 1249, + "FP": 711, + "IoU": 0.61912164788185, + "TN": 199082729, + "TP": 3186, + "n_pred": 3897, + "n_ref": 4435 + }, + "12": { + "Dice": 0.7408570083189452, + "FN": 975, + "FP": 676, + "IoU": 0.5883819496384941, + "TN": 199083864, + "TP": 2360, + "n_pred": 3036, + "n_ref": 3335 + }, + "13": { + "Dice": 0.5847877413082727, + "FN": 16646, + "FP": 10261, + "IoU": 0.4132155708210664, + "TN": 199042020, + "TP": 18948, + "n_pred": 29209, + "n_ref": 35594 + }, + "14": { + "Dice": 0.6492444305966661, + "FN": 21943, + "FP": 5075, + "IoU": 0.4806527881898391, + "TN": 199035852, + "TP": 25005, + "n_pred": 30080, + "n_ref": 46948 + }, + "15": { + "Dice": 0.8264512846817832, + "FN": 40284, + "FP": 993, + "IoU": 0.7042326184624425, + "TN": 198948316, + "TP": 98282, + "n_pred": 99275, + "n_ref": 138566 + }, + "2": { + "Dice": 0.9437293840963565, + "FN": 3978, + "FP": 11000, + "IoU": 0.893454167792969, + "TN": 198947297, + "TP": 125600, + "n_pred": 136600, + "n_ref": 129578 + }, + "3": { + "Dice": 0.958351443254161, + "FN": 7637, + "FP": 3766, + "IoU": 0.9200333807864121, + "TN": 198945278, + "TP": 131194, + "n_pred": 134960, + "n_ref": 138831 + }, + "4": { + "Dice": 0.8676856290132947, + "FN": 2729, + "FP": 1660, + "IoU": 0.76629392971246, + "TN": 199069095, + "TP": 14391, + "n_pred": 16051, + "n_ref": 17120 + }, + "5": { + "Dice": 0.693009440967434, + "FN": 7002, + "FP": 4574, + "IoU": 0.5302329356383411, + "TN": 199063233, + "TP": 13066, + "n_pred": 17640, + "n_ref": 20068 + }, + "6": { + "Dice": 0.9550500515891303, + "FN": 71094, + "FP": 30936, + "IoU": 0.913967269955411, + "TN": 197901931, + "TP": 1083914, + "n_pred": 1114850, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.9113921565419414, + "FN": 16913, + "FP": 10166, + "IoU": 0.8372088829038968, + "TN": 198921533, + "TP": 139263, + "n_pred": 149429, + "n_ref": 156176 + }, + "8": { + "Dice": 0.9123507811093385, + "FN": 9408, + "FP": 11525, + "IoU": 0.8388281490606714, + "TN": 198957995, + "TP": 108947, + "n_pred": 120472, + "n_ref": 118355 + }, + "9": { + "Dice": 0.9202077183880366, + "FN": 6912, + "FP": 9821, + "IoU": 0.8522080904433845, + "TN": 198974655, + "TP": 96487, + "n_pred": 106308, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9460429081584928, + "FN": 12444, + "FP": 7168, + "IoU": 0.8976104582260902, + "TN": 130883649, + "TP": 171931, + "n_pred": 179099, + "n_ref": 184375 + }, + "10": { + "Dice": 0.8464063733667357, + "FN": 11432, + "FP": 14441, + "IoU": 0.7337127683662337, + "TN": 130978030, + "TP": 71289, + "n_pred": 85730, + "n_ref": 82721 + }, + "11": { + "Dice": 0.7328515578722901, + "FN": 978, + "FP": 1277, + "IoU": 0.5783470456245325, + "TN": 131069844, + "TP": 3093, + "n_pred": 4370, + "n_ref": 4071 + }, + "12": { + "Dice": 0.773271141756236, + "FN": 822, + "FP": 1414, + "IoU": 0.6303521243180691, + "TN": 131069143, + "TP": 3813, + "n_pred": 5227, + "n_ref": 4635 + }, + "13": { + "Dice": 0.6886729349403673, + "FN": 35591, + "FP": 13745, + "IoU": 0.5251725166742057, + "TN": 130971289, + "TP": 54567, + "n_pred": 68312, + "n_ref": 90158 + }, + "14": { + "Dice": 0.8979708248399896, + "FN": 3089, + "FP": 9074, + "IoU": 0.8148339854156834, + "TN": 131009505, + "TP": 53524, + "n_pred": 62598, + "n_ref": 56613 + }, + "15": { + "Dice": 0.8241387283236994, + "FN": 846, + "FP": 10563, + "IoU": 0.7008809186723297, + "TN": 131037050, + "TP": 26733, + "n_pred": 37296, + "n_ref": 27579 + }, + "2": { + "Dice": 0.9375057495936954, + "FN": 7391, + "FP": 12989, + "IoU": 0.8823631273629831, + "TN": 130901947, + "TP": 152865, + "n_pred": 165854, + "n_ref": 160256 + }, + "3": { + "Dice": 0.9468030623366732, + "FN": 9820, + "FP": 10435, + "IoU": 0.8989800753098427, + "TN": 130874687, + "TP": 180250, + "n_pred": 190685, + "n_ref": 190070 + }, + "4": { + "Dice": 0.8635395571630337, + "FN": 15301, + "FP": 2960, + "IoU": 0.759850078905839, + "TN": 130999152, + "TP": 57779, + "n_pred": 60739, + "n_ref": 73080 + }, + "5": { + "Dice": 0.760943025540275, + "FN": 5016, + "FP": 1068, + "IoU": 0.614130779476121, + "TN": 131059425, + "TP": 9683, + "n_pred": 10751, + "n_ref": 14699 + }, + "6": { + "Dice": 0.9733528420376112, + "FN": 44341, + "FP": 33607, + "IoU": 0.94808896560864, + "TN": 129573623, + "TP": 1423621, + "n_pred": 1457228, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.8846348007034276, + "FN": 30656, + "FP": 164050, + "IoU": 0.7931346623162892, + "TN": 130133971, + "TP": 746515, + "n_pred": 910565, + "n_ref": 777171 + }, + "8": { + "Dice": 0.9235822543215539, + "FN": 9388, + "FP": 10271, + "IoU": 0.8580147048202343, + "TN": 130936734, + "TP": 118799, + "n_pred": 129070, + "n_ref": 128187 + }, + "9": { + "Dice": 0.7687734969955978, + "FN": 17693, + "FP": 11091, + "IoU": 0.6243964819792781, + "TN": 130998558, + "TP": 47850, + "n_pred": 58941, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9837889012736626, + "FN": 4593, + "FP": 2359, + "IoU": 0.9680950173705926, + "TN": 101399303, + "TP": 210945, + "n_pred": 213304, + "n_ref": 215538 + }, + "10": { + "Dice": 0.8907602289500791, + "FN": 3882, + "FP": 6405, + "IoU": 0.8030366853029026, + "TN": 101564972, + "TP": 41941, + "n_pred": 48346, + "n_ref": 45823 + }, + "11": { + "Dice": 0.8793709911028347, + "FN": 709, + "FP": 457, + "IoU": 0.784711964549483, + "TN": 101611784, + "TP": 4250, + "n_pred": 4707, + "n_ref": 4959 + }, + "12": { + "Dice": 0.8300411109996992, + "FN": 1351, + "FP": 344, + "IoU": 0.7094617757970517, + "TN": 101611366, + "TP": 4139, + "n_pred": 4483, + "n_ref": 5490 + }, + "13": { + "Dice": 0.918053952857823, + "FN": 3200, + "FP": 6955, + "IoU": 0.8485210101582661, + "TN": 101550161, + "TP": 56884, + "n_pred": 63839, + "n_ref": 60084 + }, + "14": { + "Dice": 0.9449645434187609, + "FN": 1005, + "FP": 6073, + "IoU": 0.8956708871954365, + "TN": 101549357, + "TP": 60765, + "n_pred": 66838, + "n_ref": 61770 + }, + "15": { + "Dice": 0.9010869565217391, + "FN": 2593, + "FP": 4141, + "IoU": 0.8199802176063303, + "TN": 101579793, + "TP": 30673, + "n_pred": 34814, + "n_ref": 33266 + }, + "2": { + "Dice": 0.9702654206680734, + "FN": 3364, + "FP": 6993, + "IoU": 0.9422480706606593, + "TN": 101437864, + "TP": 168979, + "n_pred": 175972, + "n_ref": 172343 + }, + "3": { + "Dice": 0.9717277732361723, + "FN": 7154, + "FP": 2495, + "IoU": 0.9450102297271883, + "TN": 101441731, + "TP": 165820, + "n_pred": 168315, + "n_ref": 172974 + }, + "4": { + "Dice": 0.932510971415016, + "FN": 489, + "FP": 1787, + "IoU": 0.8735555555555555, + "TN": 101599200, + "TP": 15724, + "n_pred": 17511, + "n_ref": 16213 + }, + "5": { + "Dice": 0.7736509918157858, + "FN": 8062, + "FP": 4992, + "IoU": 0.6308571105392642, + "TN": 101581837, + "TP": 22309, + "n_pred": 27301, + "n_ref": 30371 + }, + "6": { + "Dice": 0.9888389256496611, + "FN": 22634, + "FP": 11477, + "IoU": 0.9779242404925255, + "TN": 100072021, + "TP": 1511068, + "n_pred": 1522545, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.9721495794120096, + "FN": 19291, + "FP": 4117, + "IoU": 0.9458084171974006, + "TN": 101185251, + "TP": 408541, + "n_pred": 412658, + "n_ref": 427832 + }, + "8": { + "Dice": 0.9323380271413979, + "FN": 27486, + "FP": 2190, + "IoU": 0.8732520693278208, + "TN": 101383066, + "TP": 204458, + "n_pred": 206648, + "n_ref": 231944 + }, + "9": { + "Dice": 0.9481427174975562, + "FN": 3402, + "FP": 5086, + "IoU": 0.9013986338924771, + "TN": 101531116, + "TP": 77596, + "n_pred": 82682, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9777885550317493, + "FN": 5941, + "FP": 3402, + "IoU": 0.9565423668897768, + "TN": 118967221, + "TP": 205648, + "n_pred": 209050, + "n_ref": 211589 + }, + "10": { + "Dice": 0.9017140350327453, + "FN": 8807, + "FP": 6876, + "IoU": 0.8210193554277367, + "TN": 119094588, + "TP": 71941, + "n_pred": 78817, + "n_ref": 80748 + }, + "11": { + "Dice": 0.7156476420490657, + "FN": 1223, + "FP": 1014, + "IoU": 0.5572050673000791, + "TN": 119177160, + "TP": 2815, + "n_pred": 3829, + "n_ref": 4038 + }, + "12": { + "Dice": 0.7516371574096532, + "FN": 1036, + "FP": 1012, + "IoU": 0.6020983096949679, + "TN": 119177065, + "TP": 3099, + "n_pred": 4111, + "n_ref": 4135 + }, + "13": { + "Dice": 0.7705396475770925, + "FN": 5089, + "FP": 11579, + "IoU": 0.6267299681999373, + "TN": 119137558, + "TP": 27986, + "n_pred": 39565, + "n_ref": 33075 + }, + "14": { + "Dice": 0.1678958412585439, + "FN": 59026, + "FP": 8783, + "IoU": 0.09164099129269926, + "TN": 119107562, + "TP": 6841, + "n_pred": 15624, + "n_ref": 65867 + }, + "15": { + "Dice": 0.7364536803262769, + "FN": 3656, + "FP": 8557, + "IoU": 0.5828466031355671, + "TN": 119152935, + "TP": 17064, + "n_pred": 25621, + "n_ref": 20720 + }, + "2": { + "Dice": 0.956405869238347, + "FN": 9024, + "FP": 7792, + "IoU": 0.9164538598356502, + "TN": 118980934, + "TP": 184462, + "n_pred": 192254, + "n_ref": 193486 + }, + "3": { + "Dice": 0.9665095047588488, + "FN": 10252, + "FP": 2690, + "IoU": 0.935189543792879, + "TN": 118982522, + "TP": 186748, + "n_pred": 189438, + "n_ref": 197000 + }, + "4": { + "Dice": 0.8790901789144074, + "FN": 5577, + "FP": 4810, + "IoU": 0.7842648555465553, + "TN": 119134065, + "TP": 37760, + "n_pred": 42570, + "n_ref": 43337 + }, + "5": { + "Dice": 0.8765748950069996, + "FN": 2694, + "FP": 1538, + "IoU": 0.780269989615784, + "TN": 119162952, + "TP": 15028, + "n_pred": 16566, + "n_ref": 17722 + }, + "6": { + "Dice": 0.9752903613235239, + "FN": 42546, + "FP": 43411, + "IoU": 0.9517724089950177, + "TN": 117399892, + "TP": 1696363, + "n_pred": 1739774, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.9522992602394927, + "FN": 18409, + "FP": 9563, + "IoU": 0.908942051961496, + "TN": 118875023, + "TP": 279217, + "n_pred": 288780, + "n_ref": 297626 + }, + "8": { + "Dice": 0.9648606960377905, + "FN": 2096, + "FP": 3736, + "IoU": 0.9321071012805587, + "TN": 119096312, + "TP": 80068, + "n_pred": 83804, + "n_ref": 82164 + }, + "9": { + "Dice": 0.9323804156224144, + "FN": 7767, + "FP": 3511, + "IoU": 0.8733264444244766, + "TN": 119093180, + "TP": 77754, + "n_pred": 81265, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 52530, + "IoU": 0.0, + "TN": 61279950, + "TP": 0, + "n_pred": 52530, + "n_ref": 0 + }, + "10": { + "Dice": 0.8411119199762733, + "FN": 3232, + "FP": 8554, + "IoU": 0.7257921920804058, + "TN": 61289498, + "TP": 31196, + "n_pred": 39750, + "n_ref": 34428 + }, + "11": { + "Dice": 0.8513807723158016, + "FN": 149, + "FP": 1148, + "IoU": 0.74122106943336, + "TN": 61327468, + "TP": 3715, + "n_pred": 4863, + "n_ref": 3864 + }, + "12": { + "Dice": 0.7776529465835972, + "FN": 1043, + "FP": 1134, + "IoU": 0.6361965240641712, + "TN": 61326496, + "TP": 3807, + "n_pred": 4941, + "n_ref": 4850 + }, + "13": { + "Dice": 0.6769464105156724, + "FN": 15204, + "FP": 20580, + "IoU": 0.511654566297287, + "TN": 61259204, + "TP": 37492, + "n_pred": 58072, + "n_ref": 52696 + }, + "14": { + "Dice": 0.9628886511184586, + "FN": 10948, + "FP": 9065, + "IoU": 0.9284332411913847, + "TN": 61052839, + "TP": 259628, + "n_pred": 268693, + "n_ref": 270576 + }, + "15": { + "Dice": 0.8748316831683168, + "FN": 9870, + "FP": 15414, + "IoU": 0.7775118354129635, + "TN": 61218838, + "TP": 88358, + "n_pred": 103772, + "n_ref": 98228 + }, + "2": { + "Dice": 0.9660084714089946, + "FN": 5859, + "FP": 5055, + "IoU": 0.9342518238281414, + "TN": 61166483, + "TP": 155083, + "n_pred": 160138, + "n_ref": 160942 + }, + "3": { + "Dice": 0.9699146623469616, + "FN": 4703, + "FP": 2986, + "IoU": 0.9415867082981972, + "TN": 61200849, + "TP": 123942, + "n_pred": 126928, + "n_ref": 128645 + }, + "4": { + "Dice": 0.9525681525681525, + "FN": 1481, + "FP": 2573, + "IoU": 0.9094321075912605, + "TN": 61287718, + "TP": 40708, + "n_pred": 43281, + "n_ref": 42189 + }, + "5": { + "Dice": 0.7848009898948237, + "FN": 961, + "FP": 3213, + "IoU": 0.6458209588459907, + "TN": 61320695, + "TP": 7611, + "n_pred": 10824, + "n_ref": 8572 + }, + "6": { + "Dice": 0.9797128549023489, + "FN": 28265, + "FP": 20514, + "IoU": 0.9602324792679626, + "TN": 60105876, + "TP": 1177825, + "n_pred": 1198339, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.5668453133677245, + "FN": 119508, + "FP": 9968, + "IoU": 0.39552277130651975, + "TN": 61118285, + "TP": 84719, + "n_pred": 94687, + "n_ref": 204227 + }, + "8": { + "Dice": 0.933530753057538, + "FN": 3402, + "FP": 7821, + "IoU": 0.8753470910989182, + "TN": 61242446, + "TP": 78811, + "n_pred": 86632, + "n_ref": 82213 + }, + "9": { + "Dice": 0.879984487104906, + "FN": 6648, + "FP": 8825, + "IoU": 0.7856895524868766, + "TN": 61260281, + "TP": 56726, + "n_pred": 65551, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9825141351113914, + "FN": 2689, + "FP": 3521, + "IoU": 0.965629272126502, + "TN": 148926823, + "TP": 174467, + "n_pred": 177988, + "n_ref": 177156 + }, + "10": { + "Dice": 0.9020925842940754, + "FN": 6371, + "FP": 8049, + "IoU": 0.8216472276162323, + "TN": 149026649, + "TP": 66431, + "n_pred": 74480, + "n_ref": 72802 + }, + "11": { + "Dice": 0.8282160901671201, + "FN": 473, + "FP": 411, + "IoU": 0.7067993366500829, + "TN": 149104485, + "TP": 2131, + "n_pred": 2542, + "n_ref": 2604 + }, + "12": { + "Dice": 0.6854095976732913, + "FN": 683, + "FP": 615, + "IoU": 0.5213864306784661, + "TN": 149104788, + "TP": 1414, + "n_pred": 2029, + "n_ref": 2097 + }, + "13": { + "Dice": 0.8114116122069528, + "FN": 15197, + "FP": 16956, + "IoU": 0.6826682984120092, + "TN": 149006177, + "TP": 69170, + "n_pred": 86126, + "n_ref": 84367 + }, + "14": { + "Dice": 0.9384650817080703, + "FN": 3421, + "FP": 8335, + "IoU": 0.8840642597213045, + "TN": 149006099, + "TP": 89645, + "n_pred": 97980, + "n_ref": 93066 + }, + "15": { + "Dice": 0.8981586054505278, + "FN": 1461, + "FP": 6835, + "IoU": 0.8151432773296493, + "TN": 149062622, + "TP": 36582, + "n_pred": 43417, + "n_ref": 38043 + }, + "2": { + "Dice": 0.9758411577497348, + "FN": 2926, + "FP": 4703, + "IoU": 0.9528220794399748, + "TN": 148945793, + "TP": 154078, + "n_pred": 158781, + "n_ref": 157004 + }, + "3": { + "Dice": 0.8534738773147278, + "FN": 3327, + "FP": 16162, + "IoU": 0.7443998531109013, + "TN": 149031252, + "TP": 56759, + "n_pred": 72921, + "n_ref": 60086 + }, + "4": { + "Dice": 0.9454427530426157, + "FN": 1052, + "FP": 1808, + "IoU": 0.8965305162620745, + "TN": 149079859, + "TP": 24781, + "n_pred": 26589, + "n_ref": 25833 + }, + "5": { + "Dice": 0.3985141575553687, + "FN": 25187, + "FP": 559, + "IoU": 0.24884026258205688, + "TN": 149073225, + "TP": 8529, + "n_pred": 9088, + "n_ref": 33716 + }, + "6": { + "Dice": 0.9765249261849541, + "FN": 20589, + "FP": 31599, + "IoU": 0.9541267307516508, + "TN": 147969844, + "TP": 1085468, + "n_pred": 1117067, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.9507024708741716, + "FN": 17553, + "FP": 9160, + "IoU": 0.9060370814617313, + "TN": 148823207, + "TP": 257580, + "n_pred": 266740, + "n_ref": 275133 + }, + "8": { + "Dice": 0.950976721600875, + "FN": 19515, + "FP": 2090, + "IoU": 0.9065353850413356, + "TN": 148876343, + "TP": 209552, + "n_pred": 211642, + "n_ref": 229067 + }, + "9": { + "Dice": 0.9211173078740902, + "FN": 9531, + "FP": 3821, + "IoU": 0.85376965873746, + "TN": 149016192, + "TP": 77956, + "n_pred": 81777, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9816029662030415, + "FN": 16460, + "FP": 2231, + "IoU": 0.963870606086965, + "TN": 100195465, + "TP": 498644, + "n_pred": 500875, + "n_ref": 515104 + }, + "10": { + "Dice": 0.6349052399800781, + "FN": 14250, + "FP": 13606, + "IoU": 0.46509975613034543, + "TN": 100660723, + "TP": 24221, + "n_pred": 37827, + "n_ref": 38471 + }, + "11": { + "Dice": 0.6434699714013346, + "FN": 1456, + "FP": 788, + "IoU": 0.47434996486296555, + "TN": 100708531, + "TP": 2025, + "n_pred": 2813, + "n_ref": 3481 + }, + "12": { + "Dice": 0.6754885636666375, + "FN": 2019, + "FP": 1684, + "IoU": 0.5099907370649729, + "TN": 100705243, + "TP": 3854, + "n_pred": 5538, + "n_ref": 5873 + }, + "13": { + "Dice": 0.0005557099194220616, + "FN": 39143, + "FP": 4021, + "IoU": 0.00027793218454697053, + "TN": 100669624, + "TP": 12, + "n_pred": 4033, + "n_ref": 39155 + }, + "14": { + "Dice": 0.8288019986097241, + "FN": 36455, + "FP": 12062, + "IoU": 0.7076531872714016, + "TN": 100546843, + "TP": 117440, + "n_pred": 129502, + "n_ref": 153895 + }, + "15": { + "Dice": 0.9191800834675429, + "FN": 3092, + "FP": 13117, + "IoU": 0.8504470258250832, + "TN": 100604417, + "TP": 92174, + "n_pred": 105291, + "n_ref": 95266 + }, + "2": { + "Dice": 0.8298465527900258, + "FN": 60667, + "FP": 10068, + "IoU": 0.709177548268263, + "TN": 100469576, + "TP": 172489, + "n_pred": 182557, + "n_ref": 233156 + }, + "3": { + "Dice": 0.8608404452428331, + "FN": 10457, + "FP": 58566, + "IoU": 0.755680309793247, + "TN": 100430289, + "TP": 213488, + "n_pred": 272054, + "n_ref": 223945 + }, + "4": { + "Dice": 0.8136767368995947, + "FN": 1038, + "FP": 24890, + "IoU": 0.6858811271837367, + "TN": 100630258, + "TP": 56614, + "n_pred": 81504, + "n_ref": 57652 + }, + "5": { + "Dice": 0.6476347764539342, + "FN": 8238, + "FP": 723, + "IoU": 0.4788904396371249, + "TN": 100695604, + "TP": 8235, + "n_pred": 8958, + "n_ref": 16473 + }, + "6": { + "Dice": 0.9615003857110019, + "FN": 80729, + "FP": 79224, + "IoU": 0.9258553132629587, + "TN": 98555491, + "TP": 1997356, + "n_pred": 2076580, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.7788564781675018, + "FN": 15617, + "FP": 73357, + "IoU": 0.6378091225499176, + "TN": 100467145, + "TP": 156681, + "n_pred": 230038, + "n_ref": 172298 + }, + "8": { + "Dice": 0.9449920683679177, + "FN": 2942, + "FP": 9056, + "IoU": 0.8957203448755389, + "TN": 100597744, + "TP": 103058, + "n_pred": 112114, + "n_ref": 106000 + }, + "9": { + "Dice": 0.8284335234752084, + "FN": 13119, + "FP": 23635, + "IoU": 0.7071161048689139, + "TN": 100587310, + "TP": 88736, + "n_pred": 112371, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9724183221145953, + "FN": 835, + "FP": 3533, + "IoU": 0.9463173030835597, + "TN": 78869333, + "TP": 76999, + "n_pred": 80532, + "n_ref": 77834 + }, + "10": { + "Dice": 0.7933038517548665, + "FN": 9255, + "FP": 6216, + "IoU": 0.6574180690876882, + "TN": 78905540, + "TP": 29689, + "n_pred": 35905, + "n_ref": 38944 + }, + "11": { + "Dice": 0.6790574178559575, + "FN": 345, + "FP": 622, + "IoU": 0.514070351758794, + "TN": 78948710, + "TP": 1023, + "n_pred": 1645, + "n_ref": 1368 + }, + "12": { + "Dice": 0.3336974330966685, + "FN": 1949, + "FP": 491, + "IoU": 0.20026220911176662, + "TN": 78947649, + "TP": 611, + "n_pred": 1102, + "n_ref": 2560 + }, + "13": { + "Dice": 0.6356734791964783, + "FN": 30308, + "FP": 3045, + "IoU": 0.46592473979183346, + "TN": 78888250, + "TP": 29097, + "n_pred": 32142, + "n_ref": 59405 + }, + "14": { + "Dice": 0.6769620032281988, + "FN": 11751, + "FP": 3059, + "IoU": 0.5116723819572672, + "TN": 78920372, + "TP": 15518, + "n_pred": 18577, + "n_ref": 27269 + }, + "15": { + "Dice": 0.9278659280050408, + "FN": 2425, + "FP": 6390, + "IoU": 0.8654383367170924, + "TN": 78885191, + "TP": 56694, + "n_pred": 63084, + "n_ref": 59119 + }, + "2": { + "Dice": 0.9608637525861237, + "FN": 5609, + "FP": 2090, + "IoU": 0.9246754263239769, + "TN": 78848489, + "TP": 94512, + "n_pred": 96602, + "n_ref": 100121 + }, + "3": { + "Dice": 0.9701493413827732, + "FN": 2078, + "FP": 3005, + "IoU": 0.942029150794918, + "TN": 78863018, + "TP": 82599, + "n_pred": 85604, + "n_ref": 84677 + }, + "4": { + "Dice": 0.9061321906105069, + "FN": 423, + "FP": 3038, + "IoU": 0.8283744917187345, + "TN": 78930534, + "TP": 16705, + "n_pred": 19743, + "n_ref": 17128 + }, + "5": { + "Dice": 0.3620576596947428, + "FN": 26792, + "FP": 1421, + "IoU": 0.22104420331870012, + "TN": 78914481, + "TP": 8006, + "n_pred": 9427, + "n_ref": 34798 + }, + "6": { + "Dice": 0.9712160680735866, + "FN": 18270, + "FP": 22559, + "IoU": 0.9440428042601422, + "TN": 78221053, + "TP": 688818, + "n_pred": 711377, + "n_ref": 707088 + }, + "7": { + "Dice": 0.9191984809114532, + "FN": 77288, + "FP": 35902, + "IoU": 0.8504785242036155, + "TN": 78193685, + "TP": 643825, + "n_pred": 679727, + "n_ref": 721113 + }, + "8": { + "Dice": 0.8897478490144773, + "FN": 65702, + "FP": 73, + "IoU": 0.8013925919663266, + "TN": 78619519, + "TP": 265406, + "n_pred": 265479, + "n_ref": 331108 + }, + "9": { + "Dice": 0.8343844765678778, + "FN": 12199, + "FP": 5605, + "IoU": 0.7158316441351571, + "TN": 78888047, + "TP": 44849, + "n_pred": 50454, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9833946585925514, + "FN": 3345, + "FP": 1547, + "IoU": 0.967331784063894, + "TN": 104854692, + "TP": 144856, + "n_pred": 146403, + "n_ref": 148201 + }, + "10": { + "Dice": 0.9263911368454647, + "FN": 5958, + "FP": 6958, + "IoU": 0.8628758280958043, + "TN": 104910248, + "TP": 81276, + "n_pred": 88234, + "n_ref": 87234 + }, + "11": { + "Dice": 0.8928402086296823, + "FN": 565, + "FP": 339, + "IoU": 0.806423982869379, + "TN": 104999770, + "TP": 3766, + "n_pred": 4105, + "n_ref": 4331 + }, + "12": { + "Dice": 0.8157753724145322, + "FN": 1027, + "FP": 692, + "IoU": 0.6888687782805429, + "TN": 104998915, + "TP": 3806, + "n_pred": 4498, + "n_ref": 4833 + }, + "13": { + "Dice": 0.9293859311195007, + "FN": 5443, + "FP": 5555, + "IoU": 0.8680867906876327, + "TN": 104921067, + "TP": 72375, + "n_pred": 77930, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9597835306653207, + "FN": 1624, + "FP": 4113, + "IoU": 0.9226767302378867, + "TN": 104930245, + "TP": 68458, + "n_pred": 72571, + "n_ref": 70082 + }, + "15": { + "Dice": 0.9131559189121549, + "FN": 2468, + "FP": 1696, + "IoU": 0.8401903592262818, + "TN": 104978384, + "TP": 21892, + "n_pred": 23588, + "n_ref": 24360 + }, + "2": { + "Dice": 0.9772275587943028, + "FN": 5536, + "FP": 2164, + "IoU": 0.9554691927779128, + "TN": 104831526, + "TP": 165214, + "n_pred": 167378, + "n_ref": 170750 + }, + "3": { + "Dice": 0.9814704085266834, + "FN": 3353, + "FP": 2318, + "IoU": 0.9636150159436934, + "TN": 104848579, + "TP": 150190, + "n_pred": 152508, + "n_ref": 153543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 463, + "IoU": 0.0, + "TN": 105003977, + "TP": 0, + "n_pred": 463, + "n_ref": 0 + }, + "5": { + "Dice": 0.6963127726922748, + "FN": 9732, + "FP": 8017, + "IoU": 0.5341102973987453, + "TN": 104966343, + "TP": 20348, + "n_pred": 28365, + "n_ref": 30080 + }, + "6": { + "Dice": 0.9847598990483252, + "FN": 21989, + "FP": 15583, + "IoU": 0.9699773463688267, + "TN": 103752985, + "TP": 1213883, + "n_pred": 1229466, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.9643167550844829, + "FN": 10965, + "FP": 5252, + "IoU": 0.9310923584200149, + "TN": 104769096, + "TP": 219127, + "n_pred": 224379, + "n_ref": 230092 + }, + "8": { + "Dice": 0.9285776899586851, + "FN": 43091, + "FP": 6610, + "IoU": 0.8666775754584375, + "TN": 104631652, + "TP": 323087, + "n_pred": 329697, + "n_ref": 366178 + }, + "9": { + "Dice": 0.9420247576796693, + "FN": 7980, + "FP": 2553, + "IoU": 0.8904034045386913, + "TN": 104908333, + "TP": 85574, + "n_pred": 88127, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9869181220532572, + "FN": 9415, + "FP": 1420, + "IoU": 0.9741740954378605, + "TN": 177256748, + "TP": 408705, + "n_pred": 410125, + "n_ref": 418120 + }, + "10": { + "Dice": 0.860481178772879, + "FN": 12161, + "FP": 7231, + "IoU": 0.7551267804828771, + "TN": 177597096, + "TP": 59800, + "n_pred": 67031, + "n_ref": 71961 + }, + "11": { + "Dice": 0.8125522014079466, + "FN": 1338, + "FP": 233, + "IoU": 0.6842845659163987, + "TN": 177671312, + "TP": 3405, + "n_pred": 3638, + "n_ref": 4743 + }, + "12": { + "Dice": 0.8223552894211577, + "FN": 1078, + "FP": 702, + "IoU": 0.6983050847457627, + "TN": 177670388, + "TP": 4120, + "n_pred": 4822, + "n_ref": 5198 + }, + "13": { + "Dice": 0.9187741008317022, + "FN": 6438, + "FP": 6053, + "IoU": 0.8497522132409546, + "TN": 177593152, + "TP": 70645, + "n_pred": 76698, + "n_ref": 77083 + }, + "14": { + "Dice": 0.9548248090389321, + "FN": 2681, + "FP": 4280, + "IoU": 0.913554796647004, + "TN": 177595763, + "TP": 73564, + "n_pred": 77844, + "n_ref": 76245 + }, + "15": { + "Dice": 0.9075457012432421, + "FN": 1598, + "FP": 2797, + "IoU": 0.8307401987214049, + "TN": 177650322, + "TP": 21571, + "n_pred": 24368, + "n_ref": 23169 + }, + "2": { + "Dice": 0.9789776634730426, + "FN": 6531, + "FP": 2395, + "IoU": 0.9588210056237054, + "TN": 177459527, + "TP": 207835, + "n_pred": 210230, + "n_ref": 214366 + }, + "3": { + "Dice": 0.9824019187270884, + "FN": 5519, + "FP": 1701, + "IoU": 0.9654125108984124, + "TN": 177467542, + "TP": 201526, + "n_pred": 203227, + "n_ref": 207045 + }, + "4": { + "Dice": 0.9416284692863395, + "FN": 2694, + "FP": 1241, + "IoU": 0.8896955766104165, + "TN": 177640614, + "TP": 31739, + "n_pred": 32980, + "n_ref": 34433 + }, + "5": { + "Dice": 0.6520748192392329, + "FN": 14587, + "FP": 3121, + "IoU": 0.4837618797737741, + "TN": 177641986, + "TP": 16594, + "n_pred": 19715, + "n_ref": 31181 + }, + "6": { + "Dice": 0.9616338536693146, + "FN": 95110, + "FP": 41373, + "IoU": 0.926102855979538, + "TN": 175829356, + "TP": 1710449, + "n_pred": 1751822, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.8870588264507342, + "FN": 10952, + "FP": 80015, + "IoU": 0.7970401738501837, + "TN": 177228086, + "TP": 357235, + "n_pred": 437250, + "n_ref": 368187 + }, + "8": { + "Dice": 0.9301270756647236, + "FN": 12835, + "FP": 15202, + "IoU": 0.8693808904853084, + "TN": 177461641, + "TP": 186610, + "n_pred": 201812, + "n_ref": 199445 + }, + "9": { + "Dice": 0.9459783301465902, + "FN": 5353, + "FP": 9480, + "IoU": 0.8974941950464397, + "TN": 177531584, + "TP": 129871, + "n_pred": 139351, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9795115150540229, + "FN": 4388, + "FP": 3254, + "IoU": 0.959845730259148, + "TN": 193815219, + "TP": 182674, + "n_pred": 185928, + "n_ref": 187062 + }, + "10": { + "Dice": 0.9313702839451978, + "FN": 6421, + "FP": 5461, + "IoU": 0.8715556660577037, + "TN": 193913028, + "TP": 80625, + "n_pred": 86086, + "n_ref": 87046 + }, + "11": { + "Dice": 0.8048568950563747, + "FN": 792, + "FP": 333, + "IoU": 0.6734397677793904, + "TN": 194002090, + "TP": 2320, + "n_pred": 2653, + "n_ref": 3112 + }, + "12": { + "Dice": 0.8116107000569152, + "FN": 1098, + "FP": 226, + "IoU": 0.6829501915708812, + "TN": 194001359, + "TP": 2852, + "n_pred": 3078, + "n_ref": 3950 + }, + "13": { + "Dice": 0.8644781603468811, + "FN": 11352, + "FP": 6057, + "IoU": 0.7613047412729317, + "TN": 193932601, + "TP": 55525, + "n_pred": 61582, + "n_ref": 66877 + }, + "14": { + "Dice": 0.926750273038828, + "FN": 2078, + "FP": 9592, + "IoU": 0.8634991929258193, + "TN": 193920041, + "TP": 73824, + "n_pred": 83416, + "n_ref": 75902 + }, + "15": { + "Dice": 0.8662315017659945, + "FN": 1591, + "FP": 4393, + "IoU": 0.7640285500216886, + "TN": 193980176, + "TP": 19375, + "n_pred": 23768, + "n_ref": 20966 + }, + "2": { + "Dice": 0.9748116207309441, + "FN": 4162, + "FP": 2801, + "IoU": 0.9508609738884968, + "TN": 193863835, + "TP": 134737, + "n_pred": 137538, + "n_ref": 138899 + }, + "3": { + "Dice": 0.9713596330686427, + "FN": 4522, + "FP": 3146, + "IoU": 0.9443141298901243, + "TN": 193867834, + "TP": 130033, + "n_pred": 133179, + "n_ref": 134555 + }, + "4": { + "Dice": 0.9441284078838664, + "FN": 1030, + "FP": 1337, + "IoU": 0.8941697218993114, + "TN": 193983169, + "TP": 19999, + "n_pred": 21336, + "n_ref": 21029 + }, + "5": { + "Dice": 0.5969098906056163, + "FN": 14038, + "FP": 3833, + "IoU": 0.42542520014146545, + "TN": 193974432, + "TP": 13232, + "n_pred": 17065, + "n_ref": 27270 + }, + "6": { + "Dice": 0.9722909514218929, + "FN": 20431, + "FP": 57357, + "IoU": 0.9460760832719259, + "TN": 192562984, + "TP": 1364763, + "n_pred": 1422120, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.9538146302344708, + "FN": 19866, + "FP": 9391, + "IoU": 0.9117071006720726, + "TN": 193674172, + "TP": 302106, + "n_pred": 311497, + "n_ref": 321972 + }, + "8": { + "Dice": 0.9545895367301482, + "FN": 17472, + "FP": 3833, + "IoU": 0.9131241462270883, + "TN": 193760300, + "TP": 223930, + "n_pred": 227763, + "n_ref": 241402 + }, + "9": { + "Dice": 0.9266992355644066, + "FN": 9073, + "FP": 5061, + "IoU": 0.8634105800266724, + "TN": 193902057, + "TP": 89344, + "n_pred": 94405, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9716691563599106, + "FN": 1598, + "FP": 4983, + "IoU": 0.9448993603268696, + "TN": 99536364, + "TP": 112855, + "n_pred": 117838, + "n_ref": 114453 + }, + "10": { + "Dice": 0.9100776874435411, + "FN": 8719, + "FP": 3724, + "IoU": 0.8349931705764564, + "TN": 99580391, + "TP": 62966, + "n_pred": 66690, + "n_ref": 71685 + }, + "11": { + "Dice": 0.8772357723577235, + "FN": 405, + "FP": 501, + "IoU": 0.781317885590152, + "TN": 99651657, + "TP": 3237, + "n_pred": 3738, + "n_ref": 3642 + }, + "12": { + "Dice": 0.7200847158489234, + "FN": 1528, + "FP": 58, + "IoU": 0.5626034197462769, + "TN": 99652174, + "TP": 2040, + "n_pred": 2098, + "n_ref": 3568 + }, + "13": { + "Dice": 0.8226237476768099, + "FN": 8030, + "FP": 8099, + "IoU": 0.698692322062395, + "TN": 99602270, + "TP": 37401, + "n_pred": 45500, + "n_ref": 45431 + }, + "14": { + "Dice": 0.7831507406210585, + "FN": 16575, + "FP": 4228, + "IoU": 0.6435889528508771, + "TN": 99597432, + "TP": 37565, + "n_pred": 41793, + "n_ref": 54140 + }, + "15": { + "Dice": 0.802008409444453, + "FN": 11911, + "FP": 944, + "IoU": 0.6694608006993906, + "TN": 99616909, + "TP": 26036, + "n_pred": 26980, + "n_ref": 37947 + }, + "2": { + "Dice": 0.9644864430856649, + "FN": 5440, + "FP": 2610, + "IoU": 0.9314088035309555, + "TN": 99538438, + "TP": 109312, + "n_pred": 111922, + "n_ref": 114752 + }, + "3": { + "Dice": 0.9691710361742262, + "FN": 4867, + "FP": 2700, + "IoU": 0.9401860737180754, + "TN": 99529291, + "TP": 118942, + "n_pred": 121642, + "n_ref": 123809 + }, + "4": { + "Dice": 0.9389377399068957, + "FN": 1661, + "FP": 582, + "IoU": 0.8849035303776683, + "TN": 99636312, + "TP": 17245, + "n_pred": 17827, + "n_ref": 18906 + }, + "5": { + "Dice": 0.8974263334576651, + "FN": 951, + "FP": 424, + "IoU": 0.8139377537212449, + "TN": 99648410, + "TP": 6015, + "n_pred": 6439, + "n_ref": 6966 + }, + "6": { + "Dice": 0.9749032344157599, + "FN": 35430, + "FP": 32463, + "IoU": 0.9510353238312355, + "TN": 98269229, + "TP": 1318678, + "n_pred": 1351141, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.9197237601952729, + "FN": 12487, + "FP": 14481, + "IoU": 0.8513783107564452, + "TN": 99474346, + "TP": 154486, + "n_pred": 168967, + "n_ref": 166973 + }, + "8": { + "Dice": 0.963805931462821, + "FN": 3314, + "FP": 4017, + "IoU": 0.9301403672609801, + "TN": 99550861, + "TP": 97608, + "n_pred": 101625, + "n_ref": 100922 + }, + "9": { + "Dice": 0.9363235358343888, + "FN": 9778, + "FP": 1886, + "IoU": 0.8802709915828372, + "TN": 99558380, + "TP": 85756, + "n_pred": 87642, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9710272208833315, + "FN": 23454, + "FP": 1816, + "IoU": 0.9436860144317123, + "TN": 62634786, + "TP": 423464, + "n_pred": 425280, + "n_ref": 446918 + }, + "10": { + "Dice": 0.9325487554023351, + "FN": 5789, + "FP": 3622, + "IoU": 0.8736218727758605, + "TN": 63009053, + "TP": 65056, + "n_pred": 68678, + "n_ref": 70845 + }, + "11": { + "Dice": 0.8011841695232159, + "FN": 974, + "FP": 302, + "IoU": 0.6683129711463478, + "TN": 63079673, + "TP": 2571, + "n_pred": 2873, + "n_ref": 3545 + }, + "12": { + "Dice": 0.8548983364140481, + "FN": 727, + "FP": 215, + "IoU": 0.7465698143664246, + "TN": 63079803, + "TP": 2775, + "n_pred": 2990, + "n_ref": 3502 + }, + "13": { + "Dice": 0.8425014084507042, + "FN": 8269, + "FP": 5709, + "IoU": 0.7278638735300988, + "TN": 63032156, + "TP": 37386, + "n_pred": 43095, + "n_ref": 45655 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 63083520, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 63083520, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9837909761703157, + "FN": 1977, + "FP": 2043, + "IoU": 0.968099035829068, + "TN": 62957505, + "TP": 121995, + "n_pred": 124038, + "n_ref": 123972 + }, + "3": { + "Dice": 0.9876735730182115, + "FN": 1550, + "FP": 1596, + "IoU": 0.9756473274761002, + "TN": 62954335, + "TP": 126039, + "n_pred": 127635, + "n_ref": 127589 + }, + "4": { + "Dice": 0.43987035400092606, + "FN": 12804, + "FP": 503, + "IoU": 0.2819447442262033, + "TN": 63064988, + "TP": 5225, + "n_pred": 5728, + "n_ref": 18029 + }, + "5": { + "Dice": 0.5707567645782087, + "FN": 9065, + "FP": 2801, + "IoU": 0.3993419387496836, + "TN": 63063765, + "TP": 7889, + "n_pred": 10690, + "n_ref": 16954 + }, + "6": { + "Dice": 0.9413193698392024, + "FN": 106701, + "FP": 20840, + "IoU": 0.8891438485053137, + "TN": 61933011, + "TP": 1022968, + "n_pred": 1043808, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.915302236452724, + "FN": 5720, + "FP": 22214, + "IoU": 0.8438315881277568, + "TN": 62904649, + "TP": 150937, + "n_pred": 173151, + "n_ref": 156657 + }, + "8": { + "Dice": 0.9407874878681917, + "FN": 10662, + "FP": 2089, + "IoU": 0.8881952177610984, + "TN": 62969473, + "TP": 101296, + "n_pred": 103385, + "n_ref": 111958 + }, + "9": { + "Dice": 0.9315791922575842, + "FN": 2846, + "FP": 3036, + "IoU": 0.8719216113228089, + "TN": 63037595, + "TP": 40043, + "n_pred": 43079, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9818557100009675, + "FN": 8046, + "FP": 3206, + "IoU": 0.9643581166692008, + "TN": 109293122, + "TP": 304444, + "n_pred": 307650, + "n_ref": 312490 + }, + "10": { + "Dice": 0.7021610083046808, + "FN": 17371, + "FP": 42486, + "IoU": 0.5410232030303495, + "TN": 109478404, + "TP": 70557, + "n_pred": 113043, + "n_ref": 87928 + }, + "11": { + "Dice": 0.782301666114973, + "FN": 921, + "FP": 1052, + "IoU": 0.6424429140993113, + "TN": 109603300, + "TP": 3545, + "n_pred": 4597, + "n_ref": 4466 + }, + "12": { + "Dice": 0.8472843450479233, + "FN": 766, + "FP": 429, + "IoU": 0.7350332594235033, + "TN": 109604308, + "TP": 3315, + "n_pred": 3744, + "n_ref": 4081 + }, + "13": { + "Dice": 0.8128792926473501, + "FN": 13069, + "FP": 18104, + "IoU": 0.6847486423348806, + "TN": 109509935, + "TP": 67710, + "n_pred": 85814, + "n_ref": 80779 + }, + "14": { + "Dice": 0.8768625730536014, + "FN": 12970, + "FP": 10607, + "IoU": 0.7807259842080299, + "TN": 109501295, + "TP": 83946, + "n_pred": 94553, + "n_ref": 96916 + }, + "15": { + "Dice": 0.9344262295081968, + "FN": 5957, + "FP": 7739, + "IoU": 0.8769230769230769, + "TN": 109497538, + "TP": 97584, + "n_pred": 105323, + "n_ref": 103541 + }, + "2": { + "Dice": 0.9587605114618132, + "FN": 14309, + "FP": 2875, + "IoU": 0.9207876977541763, + "TN": 109391882, + "TP": 199752, + "n_pred": 202627, + "n_ref": 214061 + }, + "3": { + "Dice": 0.9671248131280479, + "FN": 8592, + "FP": 7527, + "IoU": 0.9363423823327304, + "TN": 109355604, + "TP": 237095, + "n_pred": 244622, + "n_ref": 245687 + }, + "4": { + "Dice": 0.7129430004118117, + "FN": 20859, + "FP": 2841, + "IoU": 0.5539327323031752, + "TN": 109555687, + "TP": 29431, + "n_pred": 32272, + "n_ref": 50290 + }, + "5": { + "Dice": 0.7697631664323564, + "FN": 3434, + "FP": 824, + "IoU": 0.6257032348804501, + "TN": 109597442, + "TP": 7118, + "n_pred": 7942, + "n_ref": 10552 + }, + "6": { + "Dice": 0.9702914858736478, + "FN": 37444, + "FP": 36837, + "IoU": 0.9422972351519144, + "TN": 108321514, + "TP": 1213023, + "n_pred": 1249860, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.8721279212335818, + "FN": 257617, + "FP": 18133, + "IoU": 0.7732507415091345, + "TN": 108392717, + "TP": 940351, + "n_pred": 958484, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.9553930428495954, + "FN": 3521, + "FP": 4500, + "IoU": 0.9145957111522818, + "TN": 109514900, + "TP": 85897, + "n_pred": 90397, + "n_ref": 89418 + }, + "9": { + "Dice": 0.8294022027600849, + "FN": 5198, + "FP": 15372, + "IoU": 0.7085287574568178, + "TN": 109538245, + "TP": 50003, + "n_pred": 65375, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9468549337138495, + "FN": 1710, + "FP": 4696, + "IoU": 0.8990736072598942, + "TN": 67003880, + "TP": 57066, + "n_pred": 61762, + "n_ref": 58776 + }, + "10": { + "Dice": 0.8212050884764495, + "FN": 17050, + "FP": 9837, + "IoU": 0.6966479753590649, + "TN": 66978719, + "TP": 61746, + "n_pred": 71583, + "n_ref": 78796 + }, + "11": { + "Dice": 0.7271104765304301, + "FN": 1089, + "FP": 440, + "IoU": 0.571228266965788, + "TN": 67063786, + "TP": 2037, + "n_pred": 2477, + "n_ref": 3126 + }, + "12": { + "Dice": 0.6040386303775241, + "FN": 1591, + "FP": 664, + "IoU": 0.4327044025157233, + "TN": 67063377, + "TP": 1720, + "n_pred": 2384, + "n_ref": 3311 + }, + "13": { + "Dice": 0.6008503957611042, + "FN": 15248, + "FP": 15261, + "IoU": 0.4294397067624177, + "TN": 67013880, + "TP": 22963, + "n_pred": 38224, + "n_ref": 38211 + }, + "14": { + "Dice": 0.9033991911892347, + "FN": 5220, + "FP": 9805, + "IoU": 0.8238177319684338, + "TN": 66982071, + "TP": 70256, + "n_pred": 80061, + "n_ref": 75476 + }, + "15": { + "Dice": 0.6294877052077884, + "FN": 9103, + "FP": 17100, + "IoU": 0.4593083240477075, + "TN": 67018890, + "TP": 22259, + "n_pred": 39359, + "n_ref": 31362 + }, + "2": { + "Dice": 0.9778477338996593, + "FN": 2841, + "FP": 3647, + "IoU": 0.9566556435180545, + "TN": 66917667, + "TP": 143197, + "n_pred": 146844, + "n_ref": 146038 + }, + "3": { + "Dice": 0.9806719912213431, + "FN": 3081, + "FP": 3119, + "IoU": 0.9620769593061307, + "TN": 66903863, + "TP": 157289, + "n_pred": 160408, + "n_ref": 160370 + }, + "4": { + "Dice": 0.17315229563269877, + "FN": 11802, + "FP": 12, + "IoU": 0.09478200904145276, + "TN": 67054301, + "TP": 1237, + "n_pred": 1249, + "n_ref": 13039 + }, + "5": { + "Dice": 0.5059212116329654, + "FN": 5781, + "FP": 352, + "IoU": 0.3386174916424027, + "TN": 67058079, + "TP": 3140, + "n_pred": 3492, + "n_ref": 8921 + }, + "6": { + "Dice": 0.9782560764930632, + "FN": 28314, + "FP": 18432, + "IoU": 0.9574376259908549, + "TN": 65969058, + "TP": 1051548, + "n_pred": 1069980, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.9462905607686075, + "FN": 22246, + "FP": 15142, + "IoU": 0.8980564523165517, + "TN": 66700600, + "TP": 329364, + "n_pred": 344506, + "n_ref": 351610 + }, + "8": { + "Dice": 0.9471589085072231, + "FN": 4578, + "FP": 4475, + "IoU": 0.8996219051103793, + "TN": 66977163, + "TP": 81136, + "n_pred": 85611, + "n_ref": 85714 + }, + "9": { + "Dice": 0.9193422083007048, + "FN": 3382, + "FP": 9596, + "IoU": 0.8507246376811595, + "TN": 66980412, + "TP": 73962, + "n_pred": 83558, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.927587785413757, + "FN": 21151, + "FP": 3684, + "IoU": 0.8649545135698011, + "TN": 74335379, + "TP": 159066, + "n_pred": 162750, + "n_ref": 180217 + }, + "10": { + "Dice": 0.8394292812532349, + "FN": 7494, + "FP": 11120, + "IoU": 0.7232900741797856, + "TN": 74452011, + "TP": 48655, + "n_pred": 59775, + "n_ref": 56149 + }, + "11": { + "Dice": 0.7748447204968945, + "FN": 892, + "FP": 558, + "IoU": 0.632446134347275, + "TN": 74515335, + "TP": 2495, + "n_pred": 3053, + "n_ref": 3387 + }, + "12": { + "Dice": 0.7551669316375199, + "FN": 776, + "FP": 148, + "IoU": 0.6066411238825032, + "TN": 74516931, + "TP": 1425, + "n_pred": 1573, + "n_ref": 2201 + }, + "13": { + "Dice": 0.6373230965555474, + "FN": 12425, + "FP": 22248, + "IoU": 0.4676993460038687, + "TN": 74454142, + "TP": 30465, + "n_pred": 52713, + "n_ref": 42890 + }, + "14": { + "Dice": 0.8163102480445654, + "FN": 3277, + "FP": 9616, + "IoU": 0.6896319299005802, + "TN": 74477739, + "TP": 28648, + "n_pred": 38264, + "n_ref": 31925 + }, + "15": { + "Dice": 0.8649964161290861, + "FN": 4413, + "FP": 3686, + "IoU": 0.7621089734175356, + "TN": 74485235, + "TP": 25946, + "n_pred": 29632, + "n_ref": 30359 + }, + "2": { + "Dice": 0.9776717664991814, + "FN": 2368, + "FP": 3960, + "IoU": 0.9563188557859569, + "TN": 74374412, + "TP": 138540, + "n_pred": 142500, + "n_ref": 140908 + }, + "3": { + "Dice": 0.9806481983027677, + "FN": 3566, + "FP": 2436, + "IoU": 0.9620311620286316, + "TN": 74361203, + "TP": 152075, + "n_pred": 154511, + "n_ref": 155641 + }, + "4": { + "Dice": 0.8655031622768393, + "FN": 2467, + "FP": 893, + "IoU": 0.7628960553242538, + "TN": 74505109, + "TP": 10811, + "n_pred": 11704, + "n_ref": 13278 + }, + "5": { + "Dice": 0.6958084465352291, + "FN": 3572, + "FP": 2183, + "IoU": 0.5335170624949339, + "TN": 74506943, + "TP": 6582, + "n_pred": 8765, + "n_ref": 10154 + }, + "6": { + "Dice": 0.978828638676825, + "FN": 34990, + "FP": 32967, + "IoU": 0.958535144785607, + "TN": 72880374, + "TP": 1570949, + "n_pred": 1603916, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.8109067485335234, + "FN": 48857, + "FP": 6331, + "IoU": 0.6819538732840793, + "TN": 74345758, + "TP": 118334, + "n_pred": 124665, + "n_ref": 167191 + }, + "8": { + "Dice": 0.9675798484836736, + "FN": 1988, + "FP": 2193, + "IoU": 0.9371958180616475, + "TN": 74452708, + "TP": 62391, + "n_pred": 64584, + "n_ref": 64379 + }, + "9": { + "Dice": 0.9382482399126175, + "FN": 6101, + "FP": 5319, + "IoU": 0.8836794768632165, + "TN": 74421103, + "TP": 86757, + "n_pred": 92076, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9724781864856694, + "FN": 4679, + "FP": 11070, + "IoU": 0.9464306973295282, + "TN": 65757187, + "TP": 278244, + "n_pred": 289314, + "n_ref": 282923 + }, + "10": { + "Dice": 0.8748624895018867, + "FN": 9573, + "FP": 11585, + "IoU": 0.7775605037952859, + "TN": 65956062, + "TP": 73960, + "n_pred": 85545, + "n_ref": 83533 + }, + "11": { + "Dice": 0.7484428625905682, + "FN": 693, + "FP": 1286, + "IoU": 0.5980093438959984, + "TN": 66046257, + "TP": 2944, + "n_pred": 4230, + "n_ref": 3637 + }, + "12": { + "Dice": 0.8316335659330828, + "FN": 702, + "FP": 239, + "IoU": 0.711791730474732, + "TN": 66047915, + "TP": 2324, + "n_pred": 2563, + "n_ref": 3026 + }, + "13": { + "Dice": 0.7937921625104222, + "FN": 5736, + "FP": 16028, + "IoU": 0.6580890438935495, + "TN": 65987526, + "TP": 41890, + "n_pred": 57918, + "n_ref": 47626 + }, + "14": { + "Dice": 0.9638542035286386, + "FN": 1471, + "FP": 2819, + "IoU": 0.9302302888368462, + "TN": 65989692, + "TP": 57198, + "n_pred": 60017, + "n_ref": 58669 + }, + "15": { + "Dice": 0.8694458606219851, + "FN": 2426, + "FP": 4232, + "IoU": 0.7690439850145692, + "TN": 66022352, + "TP": 22170, + "n_pred": 26402, + "n_ref": 24596 + }, + "2": { + "Dice": 0.9705664196538123, + "FN": 3938, + "FP": 4554, + "IoU": 0.9428159700477431, + "TN": 65902677, + "TP": 140011, + "n_pred": 144565, + "n_ref": 143949 + }, + "3": { + "Dice": 0.9728641038143223, + "FN": 4189, + "FP": 4326, + "IoU": 0.947162013738497, + "TN": 65890027, + "TP": 152638, + "n_pred": 156964, + "n_ref": 156827 + }, + "4": { + "Dice": 0.9046784035912183, + "FN": 3732, + "FP": 1704, + "IoU": 0.8259477459016393, + "TN": 66019948, + "TP": 25796, + "n_pred": 27500, + "n_ref": 29528 + }, + "5": { + "Dice": 0.923593971538098, + "FN": 1185, + "FP": 270, + "IoU": 0.8580349302370963, + "TN": 66040931, + "TP": 8794, + "n_pred": 9064, + "n_ref": 9979 + }, + "6": { + "Dice": 0.9815082241618179, + "FN": 19609, + "FP": 18217, + "IoU": 0.96368792310971, + "TN": 65009488, + "TP": 1003866, + "n_pred": 1022083, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.9670691628198672, + "FN": 52862, + "FP": 10044, + "IoU": 0.9362380597135953, + "TN": 65064604, + "TP": 923670, + "n_pred": 933714, + "n_ref": 976532 + }, + "8": { + "Dice": 0.9658181640898759, + "FN": 2056, + "FP": 3553, + "IoU": 0.9338958880861746, + "TN": 65966329, + "TP": 79242, + "n_pred": 82795, + "n_ref": 81298 + }, + "9": { + "Dice": 0.9248965373507607, + "FN": 7956, + "FP": 2134, + "IoU": 0.8602860743017765, + "TN": 65978961, + "TP": 62129, + "n_pred": 64263, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9861618943990799, + "FN": 2744, + "FP": 1491, + "IoU": 0.9727015476643225, + "TN": 113317403, + "TP": 150902, + "n_pred": 152393, + "n_ref": 153646 + }, + "10": { + "Dice": 0.9182840697809986, + "FN": 5741, + "FP": 7576, + "IoU": 0.8489142520024506, + "TN": 113384398, + "TP": 74825, + "n_pred": 82401, + "n_ref": 80566 + }, + "11": { + "Dice": 0.7118700265251989, + "FN": 1083, + "FP": 655, + "IoU": 0.5526383526383526, + "TN": 113468655, + "TP": 2147, + "n_pred": 2802, + "n_ref": 3230 + }, + "12": { + "Dice": 0.8883488937204246, + "FN": 610, + "FP": 263, + "IoU": 0.7991256327657617, + "TN": 113468194, + "TP": 3473, + "n_pred": 3736, + "n_ref": 4083 + }, + "13": { + "Dice": 0.7632972182310072, + "FN": 17909, + "FP": 18663, + "IoU": 0.6172034457132689, + "TN": 113377001, + "TP": 58967, + "n_pred": 77630, + "n_ref": 76876 + }, + "14": { + "Dice": 0.9688238967409954, + "FN": 5277, + "FP": 11348, + "IoU": 0.9395329213691566, + "TN": 113197597, + "TP": 258318, + "n_pred": 269666, + "n_ref": 263595 + }, + "15": { + "Dice": 0.876425855513308, + "FN": 2521, + "FP": 2939, + "IoU": 0.7800338409475466, + "TN": 113447718, + "TP": 19362, + "n_pred": 22301, + "n_ref": 21883 + }, + "2": { + "Dice": 0.9746186452439203, + "FN": 4192, + "FP": 2209, + "IoU": 0.9504938242960007, + "TN": 113343243, + "TP": 122896, + "n_pred": 125105, + "n_ref": 127088 + }, + "3": { + "Dice": 0.979674407569129, + "FN": 2622, + "FP": 2261, + "IoU": 0.9601586148938079, + "TN": 113349979, + "TP": 117678, + "n_pred": 119939, + "n_ref": 120300 + }, + "4": { + "Dice": 0.9170762885970386, + "FN": 961, + "FP": 4488, + "IoU": 0.8468521641371557, + "TN": 113436960, + "TP": 30131, + "n_pred": 34619, + "n_ref": 31092 + }, + "5": { + "Dice": 0.7031002115282919, + "FN": 11553, + "FP": 6413, + "IoU": 0.5421391982466424, + "TN": 113433301, + "TP": 21273, + "n_pred": 27686, + "n_ref": 32826 + }, + "6": { + "Dice": 0.9730845270715549, + "FN": 21426, + "FP": 40654, + "IoU": 0.947579964197656, + "TN": 112288260, + "TP": 1122200, + "n_pred": 1162854, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.9301104505303179, + "FN": 14487, + "FP": 16101, + "IoU": 0.8693518419647625, + "TN": 113238415, + "TP": 203537, + "n_pred": 219638, + "n_ref": 218024 + }, + "8": { + "Dice": 0.9385969861474643, + "FN": 23264, + "FP": 1767, + "IoU": 0.8842983992863119, + "TN": 113256199, + "TP": 191310, + "n_pred": 193077, + "n_ref": 214574 + }, + "9": { + "Dice": 0.9210611545056201, + "FN": 9546, + "FP": 7028, + "IoU": 0.8536731793020033, + "TN": 113359273, + "TP": 96693, + "n_pred": 103721, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9400385520872222, + "FN": 3807, + "FP": 11933, + "IoU": 0.8868610777668361, + "TN": 75057607, + "TP": 123381, + "n_pred": 135314, + "n_ref": 127188 + }, + "10": { + "Dice": 0.9245922299007303, + "FN": 10548, + "FP": 4052, + "IoU": 0.8597596703391702, + "TN": 75092621, + "TP": 89507, + "n_pred": 93559, + "n_ref": 100055 + }, + "11": { + "Dice": 0.7945289688028278, + "FN": 959, + "FP": 378, + "IoU": 0.6591024987251403, + "TN": 75192806, + "TP": 2585, + "n_pred": 2963, + "n_ref": 3544 + }, + "12": { + "Dice": 0.7112280701754385, + "FN": 1079, + "FP": 567, + "IoU": 0.5518649605227335, + "TN": 75193055, + "TP": 2027, + "n_pred": 2594, + "n_ref": 3106 + }, + "13": { + "Dice": 0.8274863492838825, + "FN": 7826, + "FP": 11952, + "IoU": 0.7057370707611736, + "TN": 75129516, + "TP": 47434, + "n_pred": 59386, + "n_ref": 55260 + }, + "14": { + "Dice": 0.9524511962424776, + "FN": 3275, + "FP": 9683, + "IoU": 0.9092189240501896, + "TN": 75053989, + "TP": 129781, + "n_pred": 139464, + "n_ref": 133056 + }, + "15": { + "Dice": 0.9148474585979508, + "FN": 9925, + "FP": 1968, + "IoU": 0.8430588545790446, + "TN": 75120948, + "TP": 63887, + "n_pred": 65855, + "n_ref": 73812 + }, + "2": { + "Dice": 0.9584631743486705, + "FN": 3443, + "FP": 8940, + "IoU": 0.9202393527941669, + "TN": 75041476, + "TP": 142869, + "n_pred": 151809, + "n_ref": 146312 + }, + "3": { + "Dice": 0.9671221537664331, + "FN": 3805, + "FP": 5966, + "IoU": 0.9363373968113317, + "TN": 75043247, + "TP": 143710, + "n_pred": 149676, + "n_ref": 147515 + }, + "4": { + "Dice": 0.935638695464023, + "FN": 1180, + "FP": 2092, + "IoU": 0.8790611716873037, + "TN": 75169673, + "TP": 23783, + "n_pred": 25875, + "n_ref": 24963 + }, + "5": { + "Dice": 0.8746474901297236, + "FN": 1498, + "FP": 280, + "IoU": 0.777220899636637, + "TN": 75188747, + "TP": 6203, + "n_pred": 6483, + "n_ref": 7701 + }, + "6": { + "Dice": 0.9833867124117764, + "FN": 28047, + "FP": 13461, + "IoU": 0.967316406757507, + "TN": 73926733, + "TP": 1228487, + "n_pred": 1241948, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.9550098956760927, + "FN": 9465, + "FP": 3947, + "IoU": 0.9138937217917193, + "TN": 75040967, + "TP": 142349, + "n_pred": 146296, + "n_ref": 151814 + }, + "8": { + "Dice": 0.9521787805191388, + "FN": 6916, + "FP": 901, + "IoU": 0.9087225595516114, + "TN": 75111088, + "TP": 77823, + "n_pred": 78724, + "n_ref": 84739 + }, + "9": { + "Dice": 0.8919696302246638, + "FN": 8389, + "FP": 8287, + "IoU": 0.8050046772684752, + "TN": 75111208, + "TP": 68844, + "n_pred": 77131, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9822276843286001, + "FN": 5253, + "FP": 2368, + "IoU": 0.9650760481539018, + "TN": 86709655, + "TP": 210596, + "n_pred": 212964, + "n_ref": 215849 + }, + "10": { + "Dice": 0.7497102390686893, + "FN": 9966, + "FP": 29336, + "IoU": 0.5996291919644676, + "TN": 86829708, + "TP": 58862, + "n_pred": 88198, + "n_ref": 68828 + }, + "11": { + "Dice": 0.6742196531791907, + "FN": 1132, + "FP": 277, + "IoU": 0.5085455179630276, + "TN": 86925005, + "TP": 1458, + "n_pred": 1735, + "n_ref": 2590 + }, + "12": { + "Dice": 0.7892440385591071, + "FN": 1026, + "FP": 1051, + "IoU": 0.6518605430774388, + "TN": 86921906, + "TP": 3889, + "n_pred": 4940, + "n_ref": 4915 + }, + "13": { + "Dice": 0.6546869548068025, + "FN": 12206, + "FP": 33318, + "IoU": 0.48664283539507663, + "TN": 86839193, + "TP": 43155, + "n_pred": 76473, + "n_ref": 55361 + }, + "14": { + "Dice": 0.8974168472888255, + "FN": 10200, + "FP": 6507, + "IoU": 0.8139221473520075, + "TN": 86838087, + "TP": 73078, + "n_pred": 79585, + "n_ref": 83278 + }, + "15": { + "Dice": 0.9353495355579128, + "FN": 14076, + "FP": 6463, + "IoU": 0.8785508171905674, + "TN": 86758756, + "TP": 148577, + "n_pred": 155040, + "n_ref": 162653 + }, + "2": { + "Dice": 0.961829713004448, + "FN": 5396, + "FP": 4035, + "IoU": 0.9264662310727151, + "TN": 86799618, + "TP": 118823, + "n_pred": 122858, + "n_ref": 124219 + }, + "3": { + "Dice": 0.9682721234325202, + "FN": 7812, + "FP": 2840, + "IoU": 0.9384956493120312, + "TN": 86754681, + "TP": 162539, + "n_pred": 165379, + "n_ref": 170351 + }, + "4": { + "Dice": 0.9034074074074074, + "FN": 1277, + "FP": 1983, + "IoU": 0.8238313969197514, + "TN": 86909367, + "TP": 15245, + "n_pred": 17228, + "n_ref": 16522 + }, + "5": { + "Dice": 0.8924268502581756, + "FN": 288, + "FP": 962, + "IoU": 0.8057498057498057, + "TN": 86921437, + "TP": 5185, + "n_pred": 6147, + "n_ref": 5473 + }, + "6": { + "Dice": 0.9740232391313651, + "FN": 24937, + "FP": 36370, + "IoU": 0.9493618922778683, + "TN": 85717183, + "TP": 1149382, + "n_pred": 1185752, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.9634898706062535, + "FN": 53453, + "FP": 20042, + "IoU": 0.9295518136130493, + "TN": 85884623, + "TP": 969754, + "n_pred": 989796, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.9577356557377049, + "FN": 2042, + "FP": 2578, + "IoU": 0.9188989923814205, + "TN": 86870906, + "TP": 52346, + "n_pred": 54924, + "n_ref": 54388 + }, + "9": { + "Dice": 0.8428037179580278, + "FN": 4335, + "FP": 12983, + "IoU": 0.7283152659899911, + "TN": 86864129, + "TP": 46425, + "n_pred": 59408, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9536778293595348, + "FN": 3826, + "FP": 4396, + "IoU": 0.9114571554722751, + "TN": 37656741, + "TP": 84637, + "n_pred": 89033, + "n_ref": 88463 + }, + "10": { + "Dice": 0.8869904371706907, + "FN": 9667, + "FP": 2966, + "IoU": 0.796929754058833, + "TN": 37687390, + "TP": 49577, + "n_pred": 52543, + "n_ref": 59244 + }, + "11": { + "Dice": 0.8296570898980538, + "FN": 350, + "FP": 569, + "IoU": 0.7089008552423186, + "TN": 37746443, + "TP": 2238, + "n_pred": 2807, + "n_ref": 2588 + }, + "12": { + "Dice": 0.8231884057971014, + "FN": 503, + "FP": 534, + "IoU": 0.6995073891625616, + "TN": 37746149, + "TP": 2414, + "n_pred": 2948, + "n_ref": 2917 + }, + "13": { + "Dice": 0.787001716053296, + "FN": 8884, + "FP": 10603, + "IoU": 0.6488069492502884, + "TN": 37694112, + "TP": 36001, + "n_pred": 46604, + "n_ref": 44885 + }, + "14": { + "Dice": 0.7093698006037348, + "FN": 4984, + "FP": 73097, + "IoU": 0.5496305610511562, + "TN": 37576229, + "TP": 95290, + "n_pred": 168387, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 6092, + "IoU": 0.0, + "TN": 37743508, + "TP": 0, + "n_pred": 6092, + "n_ref": 0 + }, + "2": { + "Dice": 0.9214221784893671, + "FN": 12209, + "FP": 2804, + "IoU": 0.8542936449396328, + "TN": 37646564, + "TP": 88023, + "n_pred": 90827, + "n_ref": 100232 + }, + "3": { + "Dice": 0.9564666609603698, + "FN": 4891, + "FP": 2738, + "IoU": 0.9165655041175892, + "TN": 37658163, + "TP": 83808, + "n_pred": 86546, + "n_ref": 88699 + }, + "4": { + "Dice": 0.6692154255319149, + "FN": 5655, + "FP": 315, + "IoU": 0.5028728453659755, + "TN": 37737591, + "TP": 6039, + "n_pred": 6354, + "n_ref": 11694 + }, + "5": { + "Dice": 0.8459678267269477, + "FN": 2003, + "FP": 927, + "IoU": 0.7330539358600583, + "TN": 37738624, + "TP": 8046, + "n_pred": 8973, + "n_ref": 10049 + }, + "6": { + "Dice": 0.9714300604258611, + "FN": 34195, + "FP": 7469, + "IoU": 0.9444472592967906, + "TN": 36999610, + "TP": 708326, + "n_pred": 715795, + "n_ref": 742521 + }, + "7": { + "Dice": 0.946286710521586, + "FN": 29392, + "FP": 6470, + "IoU": 0.8980495168567115, + "TN": 37397841, + "TP": 315897, + "n_pred": 322367, + "n_ref": 345289 + }, + "8": { + "Dice": 0.9443589893365005, + "FN": 5334, + "FP": 3239, + "IoU": 0.8945834614202275, + "TN": 37668275, + "TP": 72752, + "n_pred": 75991, + "n_ref": 78086 + }, + "9": { + "Dice": 0.9346991739162219, + "FN": 3628, + "FP": 3518, + "IoU": 0.8774039698742473, + "TN": 37691311, + "TP": 51143, + "n_pred": 54661, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9793936192099321, + "FN": 5225, + "FP": 2888, + "IoU": 0.9596193377232932, + "TN": 75705775, + "TP": 192800, + "n_pred": 195688, + "n_ref": 198025 + }, + "10": { + "Dice": 0.9340595923005895, + "FN": 8906, + "FP": 5948, + "IoU": 0.8762774968973588, + "TN": 75786629, + "TP": 105205, + "n_pred": 111153, + "n_ref": 114111 + }, + "11": { + "Dice": 0.7603812117086454, + "FN": 991, + "FP": 1121, + "IoU": 0.613399231191653, + "TN": 75901225, + "TP": 3351, + "n_pred": 4472, + "n_ref": 4342 + }, + "12": { + "Dice": 0.8925545136142808, + "FN": 634, + "FP": 317, + "IoU": 0.8059579677616813, + "TN": 75901787, + "TP": 3950, + "n_pred": 4267, + "n_ref": 4584 + }, + "13": { + "Dice": 0.8632019567793832, + "FN": 7269, + "FP": 3581, + "IoU": 0.7593274477618561, + "TN": 75861606, + "TP": 34232, + "n_pred": 37813, + "n_ref": 41501 + }, + "14": { + "Dice": 0.9394287742254043, + "FN": 1915, + "FP": 13787, + "IoU": 0.885776222657074, + "TN": 75769221, + "TP": 121765, + "n_pred": 135552, + "n_ref": 123680 + }, + "15": { + "Dice": 0.9037135967767623, + "FN": 25549, + "FP": 8912, + "IoU": 0.8243407873341455, + "TN": 75710507, + "TP": 161720, + "n_pred": 170632, + "n_ref": 187269 + }, + "2": { + "Dice": 0.9665617634141461, + "FN": 6747, + "FP": 6120, + "IoU": 0.9352874019906152, + "TN": 75707855, + "TP": 185966, + "n_pred": 192086, + "n_ref": 192713 + }, + "3": { + "Dice": 0.9740643643290954, + "FN": 6571, + "FP": 6458, + "IoU": 0.949440033528138, + "TN": 75648994, + "TP": 244665, + "n_pred": 251123, + "n_ref": 251236 + }, + "4": { + "Dice": 0.9235860803460253, + "FN": 1991, + "FP": 2673, + "IoU": 0.8580213089802131, + "TN": 75873838, + "TP": 28186, + "n_pred": 30859, + "n_ref": 30177 + }, + "5": { + "Dice": 0.9002492497075131, + "FN": 780, + "FP": 1181, + "IoU": 0.8185938945420906, + "TN": 75895878, + "TP": 8849, + "n_pred": 10030, + "n_ref": 9629 + }, + "6": { + "Dice": 0.980033119842407, + "FN": 50767, + "FP": 16718, + "IoU": 0.9608479833099917, + "TN": 74183022, + "TP": 1656181, + "n_pred": 1672899, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.9574753672783055, + "FN": 14082, + "FP": 8982, + "IoU": 0.9184198984139561, + "TN": 75623972, + "TP": 259652, + "n_pred": 268634, + "n_ref": 273734 + }, + "8": { + "Dice": 0.958435126922589, + "FN": 4850, + "FP": 2687, + "IoU": 0.9201876442806616, + "TN": 75812254, + "TP": 86897, + "n_pred": 89584, + "n_ref": 91747 + }, + "9": { + "Dice": 0.9050011448890805, + "FN": 10556, + "FP": 3550, + "IoU": 0.8264859279669357, + "TN": 75825392, + "TP": 67190, + "n_pred": 70740, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9803859721061292, + "FN": 1803, + "FP": 1928, + "IoU": 0.9615265632733873, + "TN": 61290774, + "TP": 93245, + "n_pred": 95173, + "n_ref": 95048 + }, + "10": { + "Dice": 0.9252114623870324, + "FN": 6134, + "FP": 5493, + "IoU": 0.8608311588825318, + "TN": 61304204, + "TP": 71919, + "n_pred": 77412, + "n_ref": 78053 + }, + "11": { + "Dice": 0.8694746242000297, + "FN": 421, + "FP": 456, + "IoU": 0.7690889942074777, + "TN": 61383952, + "TP": 2921, + "n_pred": 3377, + "n_ref": 3342 + }, + "12": { + "Dice": 0.8737405541561712, + "FN": 594, + "FP": 208, + "IoU": 0.7757897679619793, + "TN": 61384173, + "TP": 2775, + "n_pred": 2983, + "n_ref": 3369 + }, + "13": { + "Dice": 0.888783049712947, + "FN": 4932, + "FP": 3708, + "IoU": 0.7998285568658342, + "TN": 61344587, + "TP": 34523, + "n_pred": 38231, + "n_ref": 39455 + }, + "14": { + "Dice": 0.9318616437260505, + "FN": 2381, + "FP": 6990, + "IoU": 0.8724166099387338, + "TN": 61314300, + "TP": 64079, + "n_pred": 71069, + "n_ref": 66460 + }, + "15": { + "Dice": 0.9312109538280782, + "FN": 1517, + "FP": 4572, + "IoU": 0.8712766632137496, + "TN": 61340447, + "TP": 41214, + "n_pred": 45786, + "n_ref": 42731 + }, + "2": { + "Dice": 0.9736357225722799, + "FN": 4758, + "FP": 2196, + "IoU": 0.9486258865248227, + "TN": 61252390, + "TP": 128406, + "n_pred": 130602, + "n_ref": 133164 + }, + "3": { + "Dice": 0.9807466002955121, + "FN": 3191, + "FP": 1930, + "IoU": 0.9622205828107709, + "TN": 61252200, + "TP": 130429, + "n_pred": 132359, + "n_ref": 133620 + }, + "4": { + "Dice": 0.884132078550835, + "FN": 2723, + "FP": 1537, + "IoU": 0.79232681714035, + "TN": 61367237, + "TP": 16253, + "n_pred": 17790, + "n_ref": 18976 + }, + "5": { + "Dice": 0.6114363545126527, + "FN": 14901, + "FP": 1360, + "IoU": 0.44033729134400273, + "TN": 61358695, + "TP": 12794, + "n_pred": 14154, + "n_ref": 27695 + }, + "6": { + "Dice": 0.9770940845944397, + "FN": 24714, + "FP": 20764, + "IoU": 0.9552140327657044, + "TN": 60372298, + "TP": 969974, + "n_pred": 990738, + "n_ref": 994688 + }, + "7": { + "Dice": 0.950267913191642, + "FN": 10592, + "FP": 7154, + "IoU": 0.9052480391266973, + "TN": 61200461, + "TP": 169543, + "n_pred": 176697, + "n_ref": 180135 + }, + "8": { + "Dice": 0.9416862111055017, + "FN": 25279, + "FP": 2096, + "IoU": 0.8897986787918312, + "TN": 61139341, + "TP": 221034, + "n_pred": 223130, + "n_ref": 246313 + }, + "9": { + "Dice": 0.9512811304944968, + "FN": 4220, + "FP": 3513, + "IoU": 0.9070887900997237, + "TN": 61304520, + "TP": 75497, + "n_pred": 79010, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9806890492220368, + "FN": 3580, + "FP": 3585, + "IoU": 0.9621097943405306, + "TN": 39559701, + "TP": 181934, + "n_pred": 185519, + "n_ref": 185514 + }, + "10": { + "Dice": 0.8979980571058497, + "FN": 4688, + "FP": 6022, + "IoU": 0.8148788329242577, + "TN": 39690946, + "TP": 47144, + "n_pred": 53166, + "n_ref": 51832 + }, + "11": { + "Dice": 0.8490756302521009, + "FN": 505, + "FP": 393, + "IoU": 0.7377336448598131, + "TN": 39745376, + "TP": 2526, + "n_pred": 2919, + "n_ref": 3031 + }, + "12": { + "Dice": 0.884620980648916, + "FN": 420, + "FP": 373, + "IoU": 0.7931124445603965, + "TN": 39744967, + "TP": 3040, + "n_pred": 3413, + "n_ref": 3460 + }, + "13": { + "Dice": 0.9063507131221508, + "FN": 5142, + "FP": 2849, + "IoU": 0.828739819974282, + "TN": 39702140, + "TP": 38669, + "n_pred": 41518, + "n_ref": 43811 + }, + "14": { + "Dice": 0.5410657919168163, + "FN": 11478, + "FP": 25597, + "IoU": 0.3708637366366876, + "TN": 39689870, + "TP": 21855, + "n_pred": 47452, + "n_ref": 33333 + }, + "15": { + "Dice": 0.9305987694462509, + "FN": 5207, + "FP": 1730, + "IoU": 0.870205441005875, + "TN": 39695354, + "TP": 46509, + "n_pred": 48239, + "n_ref": 51716 + }, + "2": { + "Dice": 0.9685149184346209, + "FN": 3262, + "FP": 4188, + "IoU": 0.9389519400172082, + "TN": 39626765, + "TP": 114585, + "n_pred": 118773, + "n_ref": 117847 + }, + "3": { + "Dice": 0.9699343093163026, + "FN": 4120, + "FP": 3949, + "IoU": 0.9416237411737469, + "TN": 39610576, + "TP": 130155, + "n_pred": 134104, + "n_ref": 134275 + }, + "4": { + "Dice": 0.9335271952817824, + "FN": 980, + "FP": 2266, + "IoU": 0.875340834901494, + "TN": 39722761, + "TP": 22793, + "n_pred": 25059, + "n_ref": 23773 + }, + "5": { + "Dice": 0.8460388639760837, + "FN": 1147, + "FP": 810, + "IoU": 0.7331606217616581, + "TN": 39741466, + "TP": 5377, + "n_pred": 6187, + "n_ref": 6524 + }, + "6": { + "Dice": 0.9810827641828224, + "FN": 15019, + "FP": 20188, + "IoU": 0.9628679638498687, + "TN": 38800643, + "TP": 912950, + "n_pred": 933138, + "n_ref": 927969 + }, + "7": { + "Dice": 0.9751843516973789, + "FN": 13394, + "FP": 23183, + "IoU": 0.9515705125234521, + "TN": 38993537, + "TP": 718686, + "n_pred": 741869, + "n_ref": 732080 + }, + "8": { + "Dice": 0.9606627373668243, + "FN": 2511, + "FP": 1340, + "IoU": 0.9243031804064945, + "TN": 39697926, + "TP": 47023, + "n_pred": 48363, + "n_ref": 49534 + }, + "9": { + "Dice": 0.9228235349087128, + "FN": 2128, + "FP": 4479, + "IoU": 0.8567059946213238, + "TN": 39702692, + "TP": 39501, + "n_pred": 43980, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.972617381740446, + "FN": 2776, + "FP": 2527, + "IoU": 0.9466944101002182, + "TN": 101297125, + "TP": 94180, + "n_pred": 96707, + "n_ref": 96956 + }, + "10": { + "Dice": 0.9146682567882413, + "FN": 7996, + "FP": 5885, + "IoU": 0.8427545425710272, + "TN": 101308332, + "TP": 74395, + "n_pred": 80280, + "n_ref": 82391 + }, + "11": { + "Dice": 0.7569628296092343, + "FN": 1955, + "FP": 340, + "IoU": 0.6089623445220651, + "TN": 101390739, + "TP": 3574, + "n_pred": 3914, + "n_ref": 5529 + }, + "12": { + "Dice": 0.8646991184361824, + "FN": 713, + "FP": 699, + "IoU": 0.761647535449021, + "TN": 101390684, + "TP": 4512, + "n_pred": 5211, + "n_ref": 5225 + }, + "13": { + "Dice": 0.9403691871513832, + "FN": 4173, + "FP": 1632, + "IoU": 0.8874498322895864, + "TN": 101345031, + "TP": 45772, + "n_pred": 47404, + "n_ref": 49945 + }, + "14": { + "Dice": 0.9852107503523613, + "FN": 1858, + "FP": 3357, + "IoU": 0.9708525693334377, + "TN": 101217690, + "TP": 173703, + "n_pred": 177060, + "n_ref": 175561 + }, + "15": { + "Dice": 0.9365786125869939, + "FN": 1843, + "FP": 1547, + "IoU": 0.8807220013370395, + "TN": 101368187, + "TP": 25031, + "n_pred": 26578, + "n_ref": 26874 + }, + "2": { + "Dice": 0.9785570377223366, + "FN": 6157, + "FP": 1538, + "IoU": 0.9580143716887553, + "TN": 101213331, + "TP": 175582, + "n_pred": 177120, + "n_ref": 181739 + }, + "3": { + "Dice": 0.9764375868233727, + "FN": 3051, + "FP": 4870, + "IoU": 0.9539599874452181, + "TN": 101224562, + "TP": 164125, + "n_pred": 168995, + "n_ref": 167176 + }, + "4": { + "Dice": 0.9373368146214099, + "FN": 812, + "FP": 436, + "IoU": 0.8820638820638821, + "TN": 101386026, + "TP": 9334, + "n_pred": 9770, + "n_ref": 10146 + }, + "5": { + "Dice": 0.7857480416445889, + "FN": 11082, + "FP": 3879, + "IoU": 0.6471046113928529, + "TN": 101354213, + "TP": 27434, + "n_pred": 31313, + "n_ref": 38516 + }, + "6": { + "Dice": 0.9828936354729554, + "FN": 39799, + "FP": 22533, + "IoU": 0.9663626831496642, + "TN": 99543547, + "TP": 1790729, + "n_pred": 1813262, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.9636254493996086, + "FN": 16355, + "FP": 17215, + "IoU": 0.9298042380926492, + "TN": 100918374, + "TP": 444664, + "n_pred": 461879, + "n_ref": 461019 + }, + "8": { + "Dice": 0.9211556883143637, + "FN": 32143, + "FP": 6130, + "IoU": 0.8538356075448064, + "TN": 101134759, + "TP": 223576, + "n_pred": 229706, + "n_ref": 255719 + }, + "9": { + "Dice": 0.947838230683729, + "FN": 3477, + "FP": 5674, + "IoU": 0.9008483850346181, + "TN": 101304315, + "TP": 83142, + "n_pred": 88816, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9597667584643548, + "FN": 9110, + "FP": 8319, + "IoU": 0.9226457299590793, + "TN": 73658190, + "TP": 207885, + "n_pred": 216204, + "n_ref": 216995 + }, + "10": { + "Dice": 0.5168581653795442, + "FN": 45657, + "FP": 10773, + "IoU": 0.34848869697739393, + "TN": 73796890, + "TP": 30184, + "n_pred": 40957, + "n_ref": 75841 + }, + "11": { + "Dice": 0.6810639142516872, + "FN": 1970, + "FP": 2047, + "IoU": 0.516373705754876, + "TN": 73875198, + "TP": 4289, + "n_pred": 6336, + "n_ref": 6259 + }, + "12": { + "Dice": 0.6988938959442851, + "FN": 2129, + "FP": 811, + "IoU": 0.5371536523929471, + "TN": 73877152, + "TP": 3412, + "n_pred": 4223, + "n_ref": 5541 + }, + "13": { + "Dice": 0.021251381472949762, + "FN": 60441, + "FP": 13064, + "IoU": 0.010739808621455392, + "TN": 73809201, + "TP": 798, + "n_pred": 13862, + "n_ref": 61239 + }, + "14": { + "Dice": 0.8894462895950033, + "FN": 11428, + "FP": 10874, + "IoU": 0.8009034423653764, + "TN": 73771488, + "TP": 89714, + "n_pred": 100588, + "n_ref": 101142 + }, + "15": { + "Dice": 0.9363711891345181, + "FN": 14795, + "FP": 13389, + "IoU": 0.8803552325482671, + "TN": 73647940, + "TP": 207380, + "n_pred": 220769, + "n_ref": 222175 + }, + "2": { + "Dice": 0.7162814937867461, + "FN": 81099, + "FP": 6004, + "IoU": 0.5579739563774397, + "TN": 73686450, + "TP": 109951, + "n_pred": 115955, + "n_ref": 191050 + }, + "3": { + "Dice": 0.7846901313265996, + "FN": 15687, + "FP": 78617, + "IoU": 0.6456708297638908, + "TN": 73617356, + "TP": 171844, + "n_pred": 250461, + "n_ref": 187531 + }, + "4": { + "Dice": 0.024055620886715767, + "FN": 47305, + "FP": 0, + "IoU": 0.012174239893083862, + "TN": 73835616, + "TP": 583, + "n_pred": 583, + "n_ref": 47888 + }, + "5": { + "Dice": 0.7408090268815222, + "FN": 5083, + "FP": 1946, + "IoU": 0.5883214243879583, + "TN": 73866430, + "TP": 10045, + "n_pred": 11991, + "n_ref": 15128 + }, + "6": { + "Dice": 0.7933841291052064, + "FN": 466379, + "FP": 176841, + "IoU": 0.6575283387552777, + "TN": 72005334, + "TP": 1234950, + "n_pred": 1411791, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.5209543999667456, + "FN": 109936, + "FP": 5308, + "IoU": 0.3522233526505421, + "TN": 73705597, + "TP": 62663, + "n_pred": 67971, + "n_ref": 172599 + }, + "8": { + "Dice": 0.9083057487321207, + "FN": 4673, + "FP": 10424, + "IoU": 0.8320147767355431, + "TN": 73793633, + "TP": 74774, + "n_pred": 85198, + "n_ref": 79447 + }, + "9": { + "Dice": 0.8452577982521795, + "FN": 9999, + "FP": 19359, + "IoU": 0.7319883147708599, + "TN": 73773964, + "TP": 80182, + "n_pred": 99541, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9720900662251656, + "FN": 3860, + "FP": 6676, + "IoU": 0.9456957601871991, + "TN": 69301758, + "TP": 183482, + "n_pred": 190158, + "n_ref": 187342 + }, + "10": { + "Dice": 0.8399765790821928, + "FN": 10090, + "FP": 11774, + "IoU": 0.7241031206228628, + "TN": 69416529, + "TP": 57383, + "n_pred": 69157, + "n_ref": 67473 + }, + "11": { + "Dice": 0.7795960112503196, + "FN": 412, + "FP": 1312, + "IoU": 0.6388015922899644, + "TN": 69491003, + "TP": 3049, + "n_pred": 4361, + "n_ref": 3461 + }, + "12": { + "Dice": 0.8305278640300703, + "FN": 611, + "FP": 426, + "IoU": 0.7101732811626607, + "TN": 69492198, + "TP": 2541, + "n_pred": 2967, + "n_ref": 3152 + }, + "13": { + "Dice": 0.8531719146726776, + "FN": 10446, + "FP": 12743, + "IoU": 0.7439405483596692, + "TN": 69405215, + "TP": 67372, + "n_pred": 80115, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9631871204857783, + "FN": 6372, + "FP": 4686, + "IoU": 0.9289883830697209, + "TN": 69340055, + "TP": 144663, + "n_pred": 149349, + "n_ref": 151035 + }, + "15": { + "Dice": 0.9430794826383299, + "FN": 6134, + "FP": 4472, + "IoU": 0.8922898809765609, + "TN": 69397308, + "TP": 87862, + "n_pred": 92334, + "n_ref": 93996 + }, + "2": { + "Dice": 0.9681825319661478, + "FN": 5261, + "FP": 4262, + "IoU": 0.9383273320726369, + "TN": 69341364, + "TP": 144889, + "n_pred": 149151, + "n_ref": 150150 + }, + "3": { + "Dice": 0.9721153649851113, + "FN": 5911, + "FP": 3650, + "IoU": 0.9457436485282518, + "TN": 69319557, + "TP": 166658, + "n_pred": 170308, + "n_ref": 172569 + }, + "4": { + "Dice": 0.7605489648755525, + "FN": 12597, + "FP": 2844, + "IoU": 0.6136175962765558, + "TN": 69455813, + "TP": 24522, + "n_pred": 27366, + "n_ref": 37119 + }, + "5": { + "Dice": 0.8615727257152647, + "FN": 4006, + "FP": 842, + "IoU": 0.7568096313017306, + "TN": 69475841, + "TP": 15087, + "n_pred": 15929, + "n_ref": 19093 + }, + "6": { + "Dice": 0.9829248818910667, + "FN": 24083, + "FP": 25447, + "IoU": 0.96642309342759, + "TN": 68020655, + "TP": 1425591, + "n_pred": 1451038, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.966975926496253, + "FN": 11573, + "FP": 9015, + "IoU": 0.9360633031682639, + "TN": 69173770, + "TP": 301418, + "n_pred": 310433, + "n_ref": 312991 + }, + "8": { + "Dice": 0.9424223526463337, + "FN": 7836, + "FP": 2043, + "IoU": 0.8911140992857772, + "TN": 69405048, + "TP": 80849, + "n_pred": 82892, + "n_ref": 88685 + }, + "9": { + "Dice": 0.9206781213038446, + "FN": 7977, + "FP": 4497, + "IoU": 0.8530153418330073, + "TN": 69410910, + "TP": 72392, + "n_pred": 76889, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9777689099745543, + "FN": 3942, + "FP": 5083, + "IoU": 0.956504766402884, + "TN": 50626058, + "TP": 198469, + "n_pred": 203552, + "n_ref": 202411 + }, + "10": { + "Dice": 0.9108149208337061, + "FN": 4566, + "FP": 9392, + "IoU": 0.8362352168199737, + "TN": 50748320, + "TP": 71274, + "n_pred": 80666, + "n_ref": 75840 + }, + "11": { + "Dice": 0.8442629513972295, + "FN": 1457, + "FP": 488, + "IoU": 0.7304974366080089, + "TN": 50826335, + "TP": 5272, + "n_pred": 5760, + "n_ref": 6729 + }, + "12": { + "Dice": 0.8615021495405883, + "FN": 1189, + "FP": 454, + "IoU": 0.7567007256034355, + "TN": 50826799, + "TP": 5110, + "n_pred": 5564, + "n_ref": 6299 + }, + "13": { + "Dice": 0.8160512240768362, + "FN": 5313, + "FP": 14050, + "IoU": 0.6892622727199782, + "TN": 50771239, + "TP": 42950, + "n_pred": 57000, + "n_ref": 48263 + }, + "14": { + "Dice": 0.5868881681562724, + "FN": 27032, + "FP": 6340, + "IoU": 0.41531615186502446, + "TN": 50776475, + "TP": 23705, + "n_pred": 30045, + "n_ref": 50737 + }, + "15": { + "Dice": 0.8720795360397681, + "FN": 3178, + "FP": 6086, + "IoU": 0.7731746731306008, + "TN": 50792710, + "TP": 31578, + "n_pred": 37664, + "n_ref": 34756 + }, + "2": { + "Dice": 0.9749299143844521, + "FN": 5846, + "FP": 4760, + "IoU": 0.9510861043213578, + "TN": 50616722, + "TP": 206224, + "n_pred": 210984, + "n_ref": 212070 + }, + "3": { + "Dice": 0.9734401453116748, + "FN": 5917, + "FP": 4845, + "IoU": 0.9482546398692182, + "TN": 50625572, + "TP": 197218, + "n_pred": 202063, + "n_ref": 203135 + }, + "4": { + "Dice": 0.9506200055111601, + "FN": 716, + "FP": 1076, + "IoU": 0.9058872958353028, + "TN": 50814511, + "TP": 17249, + "n_pred": 18325, + "n_ref": 17965 + }, + "5": { + "Dice": 0.7950376138313316, + "FN": 3808, + "FP": 851, + "IoU": 0.659802847754655, + "TN": 50819857, + "TP": 9036, + "n_pred": 9887, + "n_ref": 12844 + }, + "6": { + "Dice": 0.9869906415215168, + "FN": 26324, + "FP": 30882, + "IoU": 0.9743154229137174, + "TN": 48606301, + "TP": 2170045, + "n_pred": 2200927, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.9589681053125644, + "FN": 9748, + "FP": 8960, + "IoU": 0.9211707251298863, + "TN": 50596229, + "TP": 218615, + "n_pred": 227575, + "n_ref": 228363 + }, + "8": { + "Dice": 0.9624906782297773, + "FN": 5480, + "FP": 2115, + "IoU": 0.9276935233579908, + "TN": 50728513, + "TP": 97444, + "n_pred": 99559, + "n_ref": 102924 + }, + "9": { + "Dice": 0.9477874116749904, + "FN": 7610, + "FP": 4235, + "IoU": 0.9007565792229772, + "TN": 50714199, + "TP": 107508, + "n_pred": 111743, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.979541312957802, + "FN": 5810, + "FP": 2801, + "IoU": 0.9599029587341795, + "TN": 76670106, + "TP": 206143, + "n_pred": 208944, + "n_ref": 211953 + }, + "10": { + "Dice": 0.8474830063082363, + "FN": 7795, + "FP": 12780, + "IoU": 0.7353323299759451, + "TN": 76807121, + "TP": 57164, + "n_pred": 69944, + "n_ref": 64959 + }, + "11": { + "Dice": 0.8017576474564814, + "FN": 502, + "FP": 671, + "IoU": 0.6691114245416079, + "TN": 76881315, + "TP": 2372, + "n_pred": 3043, + "n_ref": 2874 + }, + "12": { + "Dice": 0.8416833667334669, + "FN": 299, + "FP": 570, + "IoU": 0.726643598615917, + "TN": 76881681, + "TP": 2310, + "n_pred": 2880, + "n_ref": 2609 + }, + "13": { + "Dice": 0.6450161586718205, + "FN": 12246, + "FP": 21366, + "IoU": 0.4760323621568536, + "TN": 76820711, + "TP": 30537, + "n_pred": 51903, + "n_ref": 42783 + }, + "14": { + "Dice": 0.9528507444619295, + "FN": 2794, + "FP": 4996, + "IoU": 0.9099474018842841, + "TN": 76798355, + "TP": 78715, + "n_pred": 83711, + "n_ref": 81509 + }, + "15": { + "Dice": 0.87192341537559, + "FN": 7317, + "FP": 2289, + "IoU": 0.7729292738275341, + "TN": 76842556, + "TP": 32698, + "n_pred": 34987, + "n_ref": 40015 + }, + "2": { + "Dice": 0.9616263133851074, + "FN": 4962, + "FP": 2934, + "IoU": 0.9260888693356797, + "TN": 76778029, + "TP": 98935, + "n_pred": 101869, + "n_ref": 103897 + }, + "3": { + "Dice": 0.9654931341040945, + "FN": 4881, + "FP": 1733, + "IoU": 0.9332882805644372, + "TN": 76785717, + "TP": 92529, + "n_pred": 94262, + "n_ref": 97410 + }, + "4": { + "Dice": 0.9525164647532319, + "FN": 1452, + "FP": 884, + "IoU": 0.9093378871380889, + "TN": 76859094, + "TP": 23430, + "n_pred": 24314, + "n_ref": 24882 + }, + "5": { + "Dice": 0.918086239020495, + "FN": 1958, + "FP": 504, + "IoU": 0.8485761731963836, + "TN": 76868601, + "TP": 13797, + "n_pred": 14301, + "n_ref": 15755 + }, + "6": { + "Dice": 0.9761687743896975, + "FN": 25261, + "FP": 28730, + "IoU": 0.9534469646672541, + "TN": 75725086, + "TP": 1105783, + "n_pred": 1134513, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.9265509733488898, + "FN": 9872, + "FP": 14113, + "IoU": 0.8631532102083084, + "TN": 76709591, + "TP": 151284, + "n_pred": 165397, + "n_ref": 161156 + }, + "8": { + "Dice": 0.961760036289408, + "FN": 3099, + "FP": 2802, + "IoU": 0.9263369451240825, + "TN": 76804752, + "TP": 74207, + "n_pred": 77009, + "n_ref": 77306 + }, + "9": { + "Dice": 0.9366621516920007, + "FN": 7747, + "FP": 3616, + "IoU": 0.8808697566652338, + "TN": 76789477, + "TP": 84020, + "n_pred": 87636, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9571437941721463, + "FN": 7834, + "FP": 2620, + "IoU": 0.9178099423710424, + "TN": 130872739, + "TP": 116739, + "n_pred": 119359, + "n_ref": 124573 + }, + "10": { + "Dice": 0.8701841893331255, + "FN": 7319, + "FP": 7672, + "IoU": 0.7702000459875834, + "TN": 130934697, + "TP": 50244, + "n_pred": 57916, + "n_ref": 57563 + }, + "11": { + "Dice": 0.7851547199373287, + "FN": 1559, + "FP": 635, + "IoU": 0.6463001773335483, + "TN": 130993729, + "TP": 4009, + "n_pred": 4644, + "n_ref": 5568 + }, + "12": { + "Dice": 0.7651561543172076, + "FN": 2304, + "FP": 764, + "IoU": 0.6196379866104637, + "TN": 130991866, + "TP": 4998, + "n_pred": 5762, + "n_ref": 7302 + }, + "13": { + "Dice": 0.7284188605439784, + "FN": 26649, + "FP": 11953, + "IoU": 0.5728449706761093, + "TN": 130909562, + "TP": 51768, + "n_pred": 63721, + "n_ref": 78417 + }, + "14": { + "Dice": 0.8459351643262316, + "FN": 246551, + "FP": 8267, + "IoU": 0.7330048868808624, + "TN": 130045540, + "TP": 699574, + "n_pred": 707841, + "n_ref": 946125 + }, + "15": { + "Dice": 0.7244928923227749, + "FN": 9791, + "FP": 2012, + "IoU": 0.5680038064563355, + "TN": 130972610, + "TP": 15519, + "n_pred": 17531, + "n_ref": 25310 + }, + "2": { + "Dice": 0.9554874281651066, + "FN": 13934, + "FP": 5159, + "IoU": 0.9147687198121546, + "TN": 130775918, + "TP": 204921, + "n_pred": 210080, + "n_ref": 218855 + }, + "3": { + "Dice": 0.9662668289888284, + "FN": 13182, + "FP": 5660, + "IoU": 0.9347352451151884, + "TN": 130711231, + "TP": 269859, + "n_pred": 275519, + "n_ref": 283041 + }, + "4": { + "Dice": 0.06776440785307157, + "FN": 2173, + "FP": 771, + "IoU": 0.035070468698787285, + "TN": 130996881, + "TP": 107, + "n_pred": 878, + "n_ref": 2280 + }, + "5": { + "Dice": 0.7134254339355296, + "FN": 9621, + "FP": 1705, + "IoU": 0.5545154185022027, + "TN": 130974508, + "TP": 14098, + "n_pred": 15803, + "n_ref": 23719 + }, + "6": { + "Dice": 0.9756732445409898, + "FN": 48307, + "FP": 22738, + "IoU": 0.9525019622315554, + "TN": 129504186, + "TP": 1424701, + "n_pred": 1447439, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.8696242063041772, + "FN": 27802, + "FP": 25050, + "IoU": 0.769323096933008, + "TN": 130770815, + "TP": 176265, + "n_pred": 201315, + "n_ref": 204067 + }, + "8": { + "Dice": 0.9574597892401553, + "FN": 5182, + "FP": 5556, + "IoU": 0.918391232643507, + "TN": 130868353, + "TP": 120841, + "n_pred": 126397, + "n_ref": 126023 + }, + "9": { + "Dice": 0.8311715247531071, + "FN": 5122, + "FP": 16042, + "IoU": 0.7111150543945619, + "TN": 130926671, + "TP": 52097, + "n_pred": 68139, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9618041237113402, + "FN": 1440, + "FP": 3006, + "IoU": 0.9264187478278139, + "TN": 74366275, + "TP": 55977, + "n_pred": 58983, + "n_ref": 57417 + }, + "10": { + "Dice": 0.8846347735640765, + "FN": 9459, + "FP": 8620, + "IoU": 0.7931346186852795, + "TN": 74339303, + "TP": 69316, + "n_pred": 77936, + "n_ref": 78775 + }, + "11": { + "Dice": 0.8343305137198267, + "FN": 366, + "FP": 437, + "IoU": 0.7157522123893806, + "TN": 74423873, + "TP": 2022, + "n_pred": 2459, + "n_ref": 2388 + }, + "12": { + "Dice": 0.7917329093799682, + "FN": 465, + "FP": 583, + "IoU": 0.6552631578947369, + "TN": 74423658, + "TP": 1992, + "n_pred": 2575, + "n_ref": 2457 + }, + "13": { + "Dice": 0.5701550138290346, + "FN": 59006, + "FP": 7822, + "IoU": 0.3987530252184005, + "TN": 74315549, + "TP": 44321, + "n_pred": 52143, + "n_ref": 103327 + }, + "14": { + "Dice": 0.9336156262805627, + "FN": 13690, + "FP": 8666, + "IoU": 0.8754963494299988, + "TN": 74247137, + "TP": 157205, + "n_pred": 165871, + "n_ref": 170895 + }, + "15": { + "Dice": 0.8668444276646452, + "FN": 3850, + "FP": 1793, + "IoU": 0.7649827162550498, + "TN": 74402687, + "TP": 18368, + "n_pred": 20161, + "n_ref": 22218 + }, + "2": { + "Dice": 0.9558819763918643, + "FN": 6759, + "FP": 3579, + "IoU": 0.9154922669456887, + "TN": 74304366, + "TP": 111994, + "n_pred": 115573, + "n_ref": 118753 + }, + "3": { + "Dice": 0.9609261601323086, + "FN": 7726, + "FP": 2315, + "IoU": 0.9247910237588759, + "TN": 74293190, + "TP": 123467, + "n_pred": 125782, + "n_ref": 131193 + }, + "4": { + "Dice": 0.6791271953166578, + "FN": 14509, + "FP": 564, + "IoU": 0.5141503352243424, + "TN": 74395674, + "TP": 15951, + "n_pred": 16515, + "n_ref": 30460 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 74426698, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9749905023328732, + "FN": 16284, + "FP": 28415, + "IoU": 0.9512014323300473, + "TN": 73510708, + "TP": 871291, + "n_pred": 899706, + "n_ref": 887575 + }, + "7": { + "Dice": 0.8742870324433812, + "FN": 12175, + "FP": 27608, + "IoU": 0.7766518265673334, + "TN": 74248577, + "TP": 138338, + "n_pred": 165946, + "n_ref": 150513 + }, + "8": { + "Dice": 0.9453408494419974, + "FN": 1810, + "FP": 2980, + "IoU": 0.8963472691075911, + "TN": 74380486, + "TP": 41422, + "n_pred": 44402, + "n_ref": 43232 + }, + "9": { + "Dice": 0.8963820388078063, + "FN": 1712, + "FP": 5700, + "IoU": 0.8122213214430483, + "TN": 74387226, + "TP": 32060, + "n_pred": 37760, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9794346403475835, + "FN": 3454, + "FP": 2297, + "IoU": 0.9596981036875079, + "TN": 106503990, + "TP": 136947, + "n_pred": 139244, + "n_ref": 140401 + }, + "10": { + "Dice": 0.9054831141348518, + "FN": 10770, + "FP": 7721, + "IoU": 0.8272902189344691, + "TN": 106539624, + "TP": 88573, + "n_pred": 96294, + "n_ref": 99343 + }, + "11": { + "Dice": 0.6649309486076522, + "FN": 1714, + "FP": 1246, + "IoU": 0.4980498558589113, + "TN": 106640791, + "TP": 2937, + "n_pred": 4183, + "n_ref": 4651 + }, + "12": { + "Dice": 0.8556139865301227, + "FN": 833, + "FP": 732, + "IoU": 0.7476620445017736, + "TN": 106640486, + "TP": 4637, + "n_pred": 5369, + "n_ref": 5470 + }, + "13": { + "Dice": 0.8653595792324116, + "FN": 7708, + "FP": 2634, + "IoU": 0.7626729696858434, + "TN": 106603111, + "TP": 33235, + "n_pred": 35869, + "n_ref": 40943 + }, + "14": { + "Dice": 0.9544400899364458, + "FN": 1699, + "FP": 4846, + "IoU": 0.9128506943982104, + "TN": 106571587, + "TP": 68556, + "n_pred": 73402, + "n_ref": 70255 + }, + "15": { + "Dice": 0.9102525315441975, + "FN": 987, + "FP": 4056, + "IoU": 0.8352875853284123, + "TN": 106616071, + "TP": 25574, + "n_pred": 29630, + "n_ref": 26561 + }, + "2": { + "Dice": 0.9711476663709905, + "FN": 3836, + "FP": 7028, + "IoU": 0.9439135574932499, + "TN": 106452987, + "TP": 182837, + "n_pred": 189865, + "n_ref": 186673 + }, + "3": { + "Dice": 0.9738705058860961, + "FN": 3570, + "FP": 4314, + "IoU": 0.9490717414053719, + "TN": 106491882, + "TP": 146922, + "n_pred": 151236, + "n_ref": 150492 + }, + "4": { + "Dice": 0.8854500338371306, + "FN": 270, + "FP": 2269, + "IoU": 0.794446243523316, + "TN": 106634336, + "TP": 9813, + "n_pred": 12082, + "n_ref": 10083 + }, + "5": { + "Dice": 0.7127944325481799, + "FN": 1779, + "FP": 367, + "IoU": 0.55375337908089, + "TN": 106641879, + "TP": 2663, + "n_pred": 3030, + "n_ref": 4442 + }, + "6": { + "Dice": 0.9833472345602985, + "FN": 22302, + "FP": 20045, + "IoU": 0.9672400134917271, + "TN": 105354044, + "TP": 1250297, + "n_pred": 1270342, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.9712675873139281, + "FN": 8284, + "FP": 11155, + "IoU": 0.9441401625306038, + "TN": 106298692, + "TP": 328557, + "n_pred": 339712, + "n_ref": 336841 + }, + "8": { + "Dice": 0.9596874670045402, + "FN": 2862, + "FP": 2865, + "IoU": 0.9224991880480675, + "TN": 106572792, + "TP": 68169, + "n_pred": 71034, + "n_ref": 71031 + }, + "9": { + "Dice": 0.9293284505129387, + "FN": 8446, + "FP": 3210, + "IoU": 0.8679864996489003, + "TN": 106558394, + "TP": 76638, + "n_pred": 79848, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9733418528693429, + "FN": 4698, + "FP": 3521, + "IoU": 0.9480681136069251, + "TN": 107968663, + "TP": 150046, + "n_pred": 153567, + "n_ref": 154744 + }, + "10": { + "Dice": 0.8943624944387628, + "FN": 3746, + "FP": 14537, + "IoU": 0.8089111394468947, + "TN": 108031250, + "TP": 77395, + "n_pred": 91932, + "n_ref": 81141 + }, + "11": { + "Dice": 0.8277994791666666, + "FN": 494, + "FP": 564, + "IoU": 0.7061927242432657, + "TN": 108123327, + "TP": 2543, + "n_pred": 3107, + "n_ref": 3037 + }, + "12": { + "Dice": 0.788979336255479, + "FN": 824, + "FP": 861, + "IoU": 0.6514994829369183, + "TN": 108122093, + "TP": 3150, + "n_pred": 4011, + "n_ref": 3974 + }, + "13": { + "Dice": 0.8652274865796118, + "FN": 13515, + "FP": 6394, + "IoU": 0.7624677865801279, + "TN": 108043112, + "TP": 63907, + "n_pred": 70301, + "n_ref": 77422 + }, + "14": { + "Dice": 0.8763739482997024, + "FN": 2499, + "FP": 8051, + "IoU": 0.779951610211914, + "TN": 108078984, + "TP": 37394, + "n_pred": 45445, + "n_ref": 39893 + }, + "15": { + "Dice": 0.8586809737581663, + "FN": 3704, + "FP": 4040, + "IoU": 0.7523584151450226, + "TN": 108095657, + "TP": 23527, + "n_pred": 27567, + "n_ref": 27231 + }, + "2": { + "Dice": 0.9690646320187015, + "FN": 7379, + "FP": 4306, + "IoU": 0.9399858246363711, + "TN": 107932224, + "TP": 183019, + "n_pred": 187325, + "n_ref": 190398 + }, + "3": { + "Dice": 0.9707209379044333, + "FN": 8970, + "FP": 2568, + "IoU": 0.9431076310131951, + "TN": 107924124, + "TP": 191266, + "n_pred": 193834, + "n_ref": 200236 + }, + "4": { + "Dice": 0.9573938594387144, + "FN": 1378, + "FP": 1464, + "IoU": 0.9182699220659707, + "TN": 108092155, + "TP": 31931, + "n_pred": 33395, + "n_ref": 33309 + }, + "5": { + "Dice": 0.8856820178190488, + "FN": 348, + "FP": 563, + "IoU": 0.7948198198198199, + "TN": 108122488, + "TP": 3529, + "n_pred": 4092, + "n_ref": 3877 + }, + "6": { + "Dice": 0.9858865366262385, + "FN": 19187, + "FP": 22620, + "IoU": 0.9721659086808517, + "TN": 106624921, + "TP": 1460200, + "n_pred": 1482820, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.9721252446183953, + "FN": 8006, + "FP": 6238, + "IoU": 0.9457623504504573, + "TN": 107864306, + "TP": 248378, + "n_pred": 254616, + "n_ref": 256384 + }, + "8": { + "Dice": 0.9625896762904637, + "FN": 1912, + "FP": 1295, + "IoU": 0.9278774794224801, + "TN": 108082462, + "TP": 41259, + "n_pred": 42554, + "n_ref": 43171 + }, + "9": { + "Dice": 0.9151558986776521, + "FN": 3535, + "FP": 7257, + "IoU": 0.8435828683237916, + "TN": 108057933, + "TP": 58203, + "n_pred": 65460, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.94575689067091, + "FN": 4432, + "FP": 9340, + "IoU": 0.8970956341111684, + "TN": 62436327, + "TP": 120061, + "n_pred": 129401, + "n_ref": 124493 + }, + "10": { + "Dice": 0.9156907854906505, + "FN": 6209, + "FP": 3539, + "IoU": 0.8444923027837601, + "TN": 62507475, + "TP": 52937, + "n_pred": 56476, + "n_ref": 59146 + }, + "11": { + "Dice": 0.7496281606346058, + "FN": 540, + "FP": 470, + "IoU": 0.5995241871530531, + "TN": 62567638, + "TP": 1512, + "n_pred": 1982, + "n_ref": 2052 + }, + "12": { + "Dice": 0.7692837465564738, + "FN": 916, + "FP": 1094, + "IoU": 0.625069949636262, + "TN": 62564799, + "TP": 3351, + "n_pred": 4445, + "n_ref": 4267 + }, + "13": { + "Dice": 0.8984857386070714, + "FN": 4239, + "FP": 4228, + "IoU": 0.8156823475629666, + "TN": 62524223, + "TP": 37470, + "n_pred": 41698, + "n_ref": 41709 + }, + "14": { + "Dice": 0.9697389920575156, + "FN": 13180, + "FP": 8118, + "IoU": 0.941255647434589, + "TN": 62207606, + "TP": 341256, + "n_pred": 349374, + "n_ref": 354436 + }, + "15": { + "Dice": 0.9198968095875649, + "FN": 6829, + "FP": 7889, + "IoU": 0.8516749304631757, + "TN": 62470932, + "TP": 84510, + "n_pred": 92399, + "n_ref": 91339 + }, + "2": { + "Dice": 0.9596740357284261, + "FN": 4615, + "FP": 9033, + "IoU": 0.9224743673492573, + "TN": 62394115, + "TP": 162397, + "n_pred": 171430, + "n_ref": 167012 + }, + "3": { + "Dice": 0.9738233892140964, + "FN": 7108, + "FP": 3271, + "IoU": 0.948982250207679, + "TN": 62366721, + "TP": 193060, + "n_pred": 196331, + "n_ref": 200168 + }, + "4": { + "Dice": 0.9346067510905933, + "FN": 1413, + "FP": 1675, + "IoU": 0.8772411051480818, + "TN": 62545005, + "TP": 22067, + "n_pred": 23742, + "n_ref": 23480 + }, + "5": { + "Dice": 0.5754343712368829, + "FN": 4830, + "FP": 106, + "IoU": 0.4039367226180413, + "TN": 62561879, + "TP": 3345, + "n_pred": 3451, + "n_ref": 8175 + }, + "6": { + "Dice": 0.9763235534560739, + "FN": 51294, + "FP": 16911, + "IoU": 0.9537423242981489, + "TN": 61095702, + "TP": 1406253, + "n_pred": 1423164, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.9220396792068256, + "FN": 7354, + "FP": 23092, + "IoU": 0.8553558618265088, + "TN": 62359671, + "TP": 180043, + "n_pred": 203135, + "n_ref": 187397 + }, + "8": { + "Dice": 0.9511831918302245, + "FN": 2736, + "FP": 4181, + "IoU": 0.9069107058744365, + "TN": 62495855, + "TP": 67388, + "n_pred": 71569, + "n_ref": 70124 + }, + "9": { + "Dice": 0.8985447453304328, + "FN": 1682, + "FP": 9138, + "IoU": 0.8157796165764293, + "TN": 62511426, + "TP": 47914, + "n_pred": 57052, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9091121109998684, + "FN": 7843, + "FP": 46716, + "IoU": 0.8333689650117279, + "TN": 55053824, + "TP": 272865, + "n_pred": 319581, + "n_ref": 280708 + }, + "10": { + "Dice": 0.8952194091234954, + "FN": 5391, + "FP": 11271, + "IoU": 0.8103142076502732, + "TN": 55293408, + "TP": 71178, + "n_pred": 82449, + "n_ref": 76569 + }, + "11": { + "Dice": 0.8204000879314135, + "FN": 595, + "FP": 1039, + "IoU": 0.6954901229966456, + "TN": 55375882, + "TP": 3732, + "n_pred": 4771, + "n_ref": 4327 + }, + "12": { + "Dice": 0.8328246863343506, + "FN": 1044, + "FP": 435, + "IoU": 0.7135386403253922, + "TN": 55376085, + "TP": 3684, + "n_pred": 4119, + "n_ref": 4728 + }, + "13": { + "Dice": 0.8414596695650648, + "FN": 6920, + "FP": 11149, + "IoU": 0.7263102090275674, + "TN": 55315228, + "TP": 47951, + "n_pred": 59100, + "n_ref": 54871 + }, + "14": { + "Dice": 0.9464254898577099, + "FN": 4694, + "FP": 5551, + "IoU": 0.8982995324458739, + "TN": 55280511, + "TP": 90492, + "n_pred": 96043, + "n_ref": 95186 + }, + "15": { + "Dice": 0.90020217073291, + "FN": 5707, + "FP": 12508, + "IoU": 0.8185160461107734, + "TN": 55280881, + "TP": 82152, + "n_pred": 94660, + "n_ref": 87859 + }, + "2": { + "Dice": 0.9625123088784227, + "FN": 6230, + "FP": 8503, + "IoU": 0.9277337139661845, + "TN": 55177377, + "TP": 189138, + "n_pred": 197641, + "n_ref": 195368 + }, + "3": { + "Dice": 0.9628123799074347, + "FN": 11017, + "FP": 2337, + "IoU": 0.9282914308420951, + "TN": 55195022, + "TP": 172872, + "n_pred": 175209, + "n_ref": 183889 + }, + "4": { + "Dice": 0.9209953766657601, + "FN": 636, + "FP": 526, + "IoU": 0.8535601764335223, + "TN": 55373313, + "TP": 6773, + "n_pred": 7299, + "n_ref": 7409 + }, + "5": { + "Dice": 0.8480767456876672, + "FN": 1043, + "FP": 604, + "IoU": 0.7362267777065984, + "TN": 55375004, + "TP": 4597, + "n_pred": 5201, + "n_ref": 5640 + }, + "6": { + "Dice": 0.9661486932160835, + "FN": 80191, + "FP": 19218, + "IoU": 0.9345141674401508, + "TN": 53863225, + "TP": 1418614, + "n_pred": 1437832, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.951917071832556, + "FN": 12162, + "FP": 4314, + "IoU": 0.9082459471951974, + "TN": 55201681, + "TP": 163091, + "n_pred": 167405, + "n_ref": 175253 + }, + "8": { + "Dice": 0.9557253517415819, + "FN": 1710, + "FP": 2491, + "IoU": 0.9152049734574006, + "TN": 55331705, + "TP": 45342, + "n_pred": 47833, + "n_ref": 47052 + }, + "9": { + "Dice": 0.8990697153104685, + "FN": 2787, + "FP": 8019, + "IoU": 0.8166454568592517, + "TN": 55322313, + "TP": 48129, + "n_pred": 56148, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9823490571433028, + "FN": 5320, + "FP": 4865, + "IoU": 0.9653104181141946, + "TN": 110853011, + "TP": 283419, + "n_pred": 288284, + "n_ref": 288739 + }, + "10": { + "Dice": 0.8968578366365711, + "FN": 8220, + "FP": 8813, + "IoU": 0.8130029532205474, + "TN": 111055528, + "TP": 74054, + "n_pred": 82867, + "n_ref": 82274 + }, + "11": { + "Dice": 0.8239194499017681, + "FN": 279, + "FP": 1155, + "IoU": 0.7005637920233869, + "TN": 111141826, + "TP": 3355, + "n_pred": 4510, + "n_ref": 3634 + }, + "12": { + "Dice": 0.8415455512229706, + "FN": 730, + "FP": 164, + "IoU": 0.726438188494492, + "TN": 111143347, + "TP": 2374, + "n_pred": 2538, + "n_ref": 3104 + }, + "13": { + "Dice": 0.8979942168112464, + "FN": 8713, + "FP": 3528, + "IoU": 0.8148725083935755, + "TN": 111080493, + "TP": 53881, + "n_pred": 57409, + "n_ref": 62594 + }, + "14": { + "Dice": 0.9239944794952681, + "FN": 3624, + "FP": 2544, + "IoU": 0.8587265231333028, + "TN": 111102955, + "TP": 37492, + "n_pred": 40036, + "n_ref": 41116 + }, + "15": { + "Dice": 0.8908088782958439, + "FN": 1444, + "FP": 4420, + "IoU": 0.8031157668546871, + "TN": 111116831, + "TP": 23920, + "n_pred": 28340, + "n_ref": 25364 + }, + "2": { + "Dice": 0.9700108324035249, + "FN": 6791, + "FP": 2428, + "IoU": 0.9417679941888009, + "TN": 110988300, + "TP": 149096, + "n_pred": 151524, + "n_ref": 155887 + }, + "3": { + "Dice": 0.9765995605148954, + "FN": 5236, + "FP": 6233, + "IoU": 0.9542692408909305, + "TN": 110895821, + "TP": 239325, + "n_pred": 245558, + "n_ref": 244561 + }, + "4": { + "Dice": 0.945355334610037, + "FN": 820, + "FP": 1263, + "IoU": 0.8963733147604597, + "TN": 111126514, + "TP": 18018, + "n_pred": 19281, + "n_ref": 18838 + }, + "5": { + "Dice": 0.8413680189194106, + "FN": 142, + "FP": 1602, + "IoU": 0.7261736536347936, + "TN": 111140246, + "TP": 4625, + "n_pred": 6227, + "n_ref": 4767 + }, + "6": { + "Dice": 0.9835371473153983, + "FN": 18332, + "FP": 34758, + "IoU": 0.967607566491739, + "TN": 109507652, + "TP": 1585873, + "n_pred": 1620631, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.888078634824726, + "FN": 66813, + "FP": 11799, + "IoU": 0.798688344912535, + "TN": 110756116, + "TP": 311887, + "n_pred": 323686, + "n_ref": 378700 + }, + "8": { + "Dice": 0.9492841903466188, + "FN": 3797, + "FP": 4404, + "IoU": 0.9034642684778642, + "TN": 111061662, + "TP": 76752, + "n_pred": 81156, + "n_ref": 80549 + }, + "9": { + "Dice": 0.9131716698872347, + "FN": 5525, + "FP": 4046, + "IoU": 0.8402170283806344, + "TN": 111086715, + "TP": 50329, + "n_pred": 54375, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9788303244790838, + "FN": 5266, + "FP": 3252, + "IoU": 0.9585383780415979, + "TN": 96915582, + "TP": 196925, + "n_pred": 200177, + "n_ref": 202191 + }, + "10": { + "Dice": 0.9350605516477879, + "FN": 5142, + "FP": 4478, + "IoU": 0.8780410502161539, + "TN": 97042146, + "TP": 69259, + "n_pred": 73737, + "n_ref": 74401 + }, + "11": { + "Dice": 0.8347451929541482, + "FN": 808, + "FP": 421, + "IoU": 0.7163627971382414, + "TN": 97116692, + "TP": 3104, + "n_pred": 3525, + "n_ref": 3912 + }, + "12": { + "Dice": 0.7822268687924726, + "FN": 1542, + "FP": 541, + "IoU": 0.642342032967033, + "TN": 97115201, + "TP": 3741, + "n_pred": 4282, + "n_ref": 5283 + }, + "13": { + "Dice": 0.9235812574838546, + "FN": 4321, + "FP": 3465, + "IoU": 0.8580129841709826, + "TN": 97066189, + "TP": 47050, + "n_pred": 50515, + "n_ref": 51371 + }, + "14": { + "Dice": 0.939315802427065, + "FN": 9268, + "FP": 6759, + "IoU": 0.8855753716105265, + "TN": 96980959, + "TP": 124039, + "n_pred": 130798, + "n_ref": 133307 + }, + "15": { + "Dice": 0.9400222684397387, + "FN": 1380, + "FP": 7185, + "IoU": 0.8868320913270968, + "TN": 97045341, + "TP": 67119, + "n_pred": 74304, + "n_ref": 68499 + }, + "2": { + "Dice": 0.9677471045392634, + "FN": 4332, + "FP": 6537, + "IoU": 0.9375097021232558, + "TN": 96947094, + "TP": 163062, + "n_pred": 169599, + "n_ref": 167394 + }, + "3": { + "Dice": 0.9642028803106852, + "FN": 5332, + "FP": 10596, + "IoU": 0.9308800555459121, + "TN": 96890585, + "TP": 214512, + "n_pred": 225108, + "n_ref": 219844 + }, + "4": { + "Dice": 0.9372809392186476, + "FN": 787, + "FP": 1414, + "IoU": 0.8819649273341557, + "TN": 97102378, + "TP": 16446, + "n_pred": 17860, + "n_ref": 17233 + }, + "5": { + "Dice": 0.7776464354135246, + "FN": 2919, + "FP": 2536, + "IoU": 0.6361878084567161, + "TN": 97106031, + "TP": 9539, + "n_pred": 12075, + "n_ref": 12458 + }, + "6": { + "Dice": 0.9838445471040315, + "FN": 31195, + "FP": 19922, + "IoU": 0.9682027924961153, + "TN": 95513431, + "TP": 1556477, + "n_pred": 1576399, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.9563656807458065, + "FN": 21418, + "FP": 6445, + "IoU": 0.9163800606224303, + "TN": 96787815, + "TP": 305347, + "n_pred": 311792, + "n_ref": 326765 + }, + "8": { + "Dice": 0.9594740289183334, + "FN": 4885, + "FP": 3159, + "IoU": 0.9221048350392671, + "TN": 97017758, + "TP": 95223, + "n_pred": 98382, + "n_ref": 100108 + }, + "9": { + "Dice": 0.9456913084146336, + "FN": 4957, + "FP": 5436, + "IoU": 0.8969776271052031, + "TN": 97020144, + "TP": 90488, + "n_pred": 95924, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9776038677764856, + "FN": 4637, + "FP": 4183, + "IoU": 0.9561889339803993, + "TN": 78855086, + "TP": 192499, + "n_pred": 196682, + "n_ref": 197136 + }, + "10": { + "Dice": 0.8800111705655598, + "FN": 4779, + "FP": 19282, + "IoU": 0.7857320961048676, + "TN": 78944111, + "TP": 88233, + "n_pred": 107515, + "n_ref": 93012 + }, + "11": { + "Dice": 0.7509317776697456, + "FN": 692, + "FP": 845, + "IoU": 0.6011935651271406, + "TN": 79052551, + "TP": 2317, + "n_pred": 3162, + "n_ref": 3009 + }, + "12": { + "Dice": 0.6697660467906419, + "FN": 771, + "FP": 1431, + "IoU": 0.5034949267192784, + "TN": 79051970, + "TP": 2233, + "n_pred": 3664, + "n_ref": 3004 + }, + "13": { + "Dice": 0.8605082530464659, + "FN": 10501, + "FP": 7322, + "IoU": 0.7551684822176739, + "TN": 78983608, + "TP": 54974, + "n_pred": 62296, + "n_ref": 65475 + }, + "14": { + "Dice": 0.6763358778625954, + "FN": 16171, + "FP": 4605, + "IoU": 0.510957324106113, + "TN": 79013922, + "TP": 21707, + "n_pred": 26312, + "n_ref": 37878 + }, + "15": { + "Dice": 0.8128690548616827, + "FN": 4461, + "FP": 11226, + "IoU": 0.68473411310744, + "TN": 79006647, + "TP": 34071, + "n_pred": 45297, + "n_ref": 38532 + }, + "2": { + "Dice": 0.9605281121049178, + "FN": 3692, + "FP": 5271, + "IoU": 0.9240539578708332, + "TN": 78938387, + "TP": 109055, + "n_pred": 114326, + "n_ref": 112747 + }, + "3": { + "Dice": 0.9542029623173935, + "FN": 8608, + "FP": 2217, + "IoU": 0.9124169680493863, + "TN": 78932808, + "TP": 112772, + "n_pred": 114989, + "n_ref": 121380 + }, + "4": { + "Dice": 0.8846962427901461, + "FN": 276, + "FP": 1863, + "IoU": 0.7932334461092315, + "TN": 79046060, + "TP": 8206, + "n_pred": 10069, + "n_ref": 8482 + }, + "5": { + "Dice": 0.9041175333462208, + "FN": 281, + "FP": 711, + "IoU": 0.8250132298465338, + "TN": 79050736, + "TP": 4677, + "n_pred": 5388, + "n_ref": 4958 + }, + "6": { + "Dice": 0.9830078299556014, + "FN": 20775, + "FP": 24095, + "IoU": 0.9665834791163501, + "TN": 77713656, + "TP": 1297879, + "n_pred": 1321974, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.9689977176298157, + "FN": 11835, + "FP": 17736, + "IoU": 0.9398599151518603, + "TN": 78564703, + "TP": 462131, + "n_pred": 479867, + "n_ref": 473966 + }, + "8": { + "Dice": 0.9550720542526138, + "FN": 1107, + "FP": 1755, + "IoU": 0.914007571660357, + "TN": 79023123, + "TP": 30420, + "n_pred": 32175, + "n_ref": 31527 + }, + "9": { + "Dice": 0.923737960810362, + "FN": 4538, + "FP": 6484, + "IoU": 0.8582835101253616, + "TN": 78978630, + "TP": 66753, + "n_pred": 73237, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9724888340856737, + "FN": 9044, + "FP": 3651, + "IoU": 0.946450867247081, + "TN": 122474868, + "TP": 224377, + "n_pred": 228028, + "n_ref": 233421 + }, + "10": { + "Dice": 0.9011456284988206, + "FN": 11639, + "FP": 10028, + "IoU": 0.8200773932106556, + "TN": 122591516, + "TP": 98757, + "n_pred": 108785, + "n_ref": 110396 + }, + "11": { + "Dice": 0.8453281288119053, + "FN": 717, + "FP": 551, + "IoU": 0.7320938094231988, + "TN": 122707207, + "TP": 3465, + "n_pred": 4016, + "n_ref": 4182 + }, + "12": { + "Dice": 0.5245049009801961, + "FN": 3668, + "FP": 1086, + "IoU": 0.3554772234273319, + "TN": 122704564, + "TP": 2622, + "n_pred": 3708, + "n_ref": 6290 + }, + "13": { + "Dice": 0.6292489292802674, + "FN": 23681, + "FP": 11811, + "IoU": 0.4590541220222219, + "TN": 122646329, + "TP": 30119, + "n_pred": 41930, + "n_ref": 53800 + }, + "14": { + "Dice": 0.9299385576822008, + "FN": 10376, + "FP": 4288, + "IoU": 0.8690515524677853, + "TN": 122599957, + "TP": 97319, + "n_pred": 101607, + "n_ref": 107695 + }, + "15": { + "Dice": 0.8215213855775195, + "FN": 2091, + "FP": 19199, + "IoU": 0.6971033462326428, + "TN": 122641652, + "TP": 48998, + "n_pred": 68197, + "n_ref": 51089 + }, + "2": { + "Dice": 0.9703585426041516, + "FN": 3245, + "FP": 4923, + "IoU": 0.9424237297693566, + "TN": 122570076, + "TP": 133696, + "n_pred": 138619, + "n_ref": 136941 + }, + "3": { + "Dice": 0.9774321616445745, + "FN": 2716, + "FP": 3895, + "IoU": 0.9558604573526958, + "TN": 122562165, + "TP": 143164, + "n_pred": 147059, + "n_ref": 145880 + }, + "4": { + "Dice": 0.960992880208536, + "FN": 3724, + "FP": 1289, + "IoU": 0.9249146246480139, + "TN": 122645176, + "TP": 61751, + "n_pred": 63040, + "n_ref": 65475 + }, + "5": { + "Dice": 0.6120730363607745, + "FN": 9432, + "FP": 426, + "IoU": 0.4409980153104621, + "TN": 122694305, + "TP": 7777, + "n_pred": 8203, + "n_ref": 17209 + }, + "6": { + "Dice": 0.9835802136425741, + "FN": 39247, + "FP": 16563, + "IoU": 0.9676909352261432, + "TN": 120984561, + "TP": 1671569, + "n_pred": 1688132, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.8938551644976602, + "FN": 49927, + "FP": 72693, + "IoU": 0.8080814878927935, + "TN": 122073023, + "TP": 516297, + "n_pred": 588990, + "n_ref": 566224 + }, + "8": { + "Dice": 0.9166515824503265, + "FN": 4784, + "FP": 19160, + "IoU": 0.846128140864983, + "TN": 122556330, + "TP": 131666, + "n_pred": 150826, + "n_ref": 136450 + }, + "9": { + "Dice": 0.9195451648609667, + "FN": 6210, + "FP": 5783, + "IoU": 0.8510722845186206, + "TN": 122631411, + "TP": 68536, + "n_pred": 74319, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/loop_003/summary_cross_val.json b/nnActive_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/loop_003/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..ea25d71b97c1a2ef25aa8220e9ae60af6d5c730b --- /dev/null +++ b/nnActive_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/loop_003/summary_cross_val.json @@ -0,0 +1,24396 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": 0.7260025139657166, + "FN": 5802.393333333334, + "FP": 6885.051111111112, + "IoU": 0.6395016713549, + "TN": 2546070.028888889, + "TP": 40517.193333333336, + "n_pred": 47402.24444444444, + "n_ref": 46319.586666666655 + }, + "mean": { + "1": { + "Dice": 0.8393498564520371, + "FN": 2115.7, + "FP": 2153.0333333333333, + "IoU": 0.7859057337960415, + "TN": 2551610.533333333, + "TP": 43395.4, + "n_pred": 45548.433333333334, + "n_ref": 45511.1 + }, + "10": { + "Dice": 0.8351253449552263, + "FN": 5474.4, + "FP": 5143.8, + "IoU": 0.7302130108830579, + "TN": 2563088.1333333333, + "TP": 25568.333333333332, + "n_pred": 30712.133333333335, + "n_ref": 31042.733333333334 + }, + "11": { + "Dice": 0.4155585347950171, + "FN": 80.73333333333333, + "FP": 69.8, + "IoU": 0.3234501241413071, + "TN": 2599012.8666666667, + "TP": 111.26666666666667, + "n_pred": 181.06666666666666, + "n_ref": 192.0 + }, + "12": { + "Dice": 0.5185810501459432, + "FN": 209.3, + "FP": 201.46666666666667, + "IoU": 0.38634115553537496, + "TN": 2598431.966666667, + "TP": 431.93333333333334, + "n_pred": 633.4, + "n_ref": 641.2333333333333 + }, + "13": { + "Dice": 0.7295110376106921, + "FN": 7390.1, + "FP": 5090.633333333333, + "IoU": 0.6014891269657777, + "TN": 2569793.066666667, + "TP": 17000.866666666665, + "n_pred": 22091.5, + "n_ref": 24390.966666666667 + }, + "14": { + "Dice": 0.7204412610758232, + "FN": 5667.166666666667, + "FP": 16656.733333333334, + "IoU": 0.6482202523439327, + "TN": 2520015.7, + "TP": 56935.066666666666, + "n_pred": 73591.8, + "n_ref": 62602.23333333333 + }, + "15": { + "Dice": 0.6408182201524271, + "FN": 3578.266666666667, + "FP": 4444.3, + "IoU": 0.5605586402834933, + "TN": 2566826.2333333334, + "TP": 24425.866666666665, + "n_pred": 28870.166666666668, + "n_ref": 28004.133333333335 + }, + "2": { + "Dice": 0.8786460837366324, + "FN": 6891.1, + "FP": 3174.133333333333, + "IoU": 0.822147876585662, + "TN": 2555754.3666666667, + "TP": 33455.066666666666, + "n_pred": 36629.2, + "n_ref": 40346.166666666664 + }, + "3": { + "Dice": 0.8349885092755421, + "FN": 2235.266666666667, + "FP": 10837.8, + "IoU": 0.7854218197909013, + "TN": 2542953.566666667, + "TP": 43248.03333333333, + "n_pred": 54085.833333333336, + "n_ref": 45483.3 + }, + "4": { + "Dice": 0.6176460916935281, + "FN": 4415.966666666666, + "FP": 3118.6666666666665, + "IoU": 0.5205131180675883, + "TN": 2581645.6333333333, + "TP": 10094.4, + "n_pred": 13213.066666666668, + "n_ref": 14510.366666666667 + }, + "5": { + "Dice": 0.5296054791254025, + "FN": 426.1666666666667, + "FP": 367.23333333333335, + "IoU": 0.4113121013156312, + "TN": 2597805.8333333335, + "TP": 675.4333333333333, + "n_pred": 1042.6666666666667, + "n_ref": 1101.6 + }, + "6": { + "Dice": 0.9417529071081308, + "FN": 35596.53333333333, + "FP": 13415.233333333334, + "IoU": 0.8934101268316594, + "TN": 2295191.2, + "TP": 255071.7, + "n_pred": 268486.93333333335, + "n_ref": 290668.23333333334 + }, + "7": { + "Dice": 0.7568848671932878, + "FN": 10356.566666666668, + "FP": 36294.8, + "IoU": 0.6737267896724635, + "TN": 2476347.1, + "TP": 76276.2, + "n_pred": 112571.0, + "n_ref": 86632.76666666666 + }, + "8": { + "Dice": 0.8027143856104506, + "FN": 934.0333333333333, + "FP": 522.1, + "IoU": 0.7212710219495279, + "TN": 2589348.7333333334, + "TP": 8469.8, + "n_pred": 8991.9, + "n_ref": 9403.833333333334 + }, + "9": { + "Dice": 0.8284140805556061, + "FN": 1664.6, + "FP": 1786.0333333333333, + "IoU": 0.7285441721610814, + "TN": 2583225.5, + "TP": 12598.533333333333, + "n_pred": 14384.566666666668, + "n_ref": 14263.133333333333 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9507178519385585, + "FN": 2174, + "FP": 4015, + "IoU": 0.9060650214006011, + "TN": 3263522, + "TP": 59697, + "n_pred": 63712, + "n_ref": 61871 + }, + "10": { + "Dice": 0.7044822675798468, + "FN": 5533, + "FP": 11899, + "IoU": 0.5437843496466893, + "TN": 3291198, + "TP": 20778, + "n_pred": 32677, + "n_ref": 26311 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6574074074074074, + "FN": 1252, + "FP": 302, + "IoU": 0.4896551724137931, + "TN": 3326363, + "TP": 1491, + "n_pred": 1793, + "n_ref": 2743 + }, + "13": { + "Dice": 0.588204703935705, + "FN": 9176, + "FP": 8245, + "IoU": 0.4166359709339316, + "TN": 3299545, + "TP": 12442, + "n_pred": 20687, + "n_ref": 21618 + }, + "14": { + "Dice": 0.8263654976553728, + "FN": 623, + "FP": 2006, + "IoU": 0.7041080472706809, + "TN": 3320523, + "TP": 6256, + "n_pred": 8262, + "n_ref": 6879 + }, + "15": { + "Dice": 0.7936843962247508, + "FN": 12039, + "FP": 1995, + "IoU": 0.6579409183971922, + "TN": 3288380, + "TP": 26994, + "n_pred": 28989, + "n_ref": 39033 + }, + "2": { + "Dice": 0.9484955885679813, + "FN": 354, + "FP": 1695, + "IoU": 0.9020367183017786, + "TN": 3308492, + "TP": 18867, + "n_pred": 20562, + "n_ref": 19221 + }, + "3": { + "Dice": 0.9485421547750339, + "FN": 4192, + "FP": 5933, + "IoU": 0.9021209543327791, + "TN": 3225964, + "TP": 93319, + "n_pred": 99252, + "n_ref": 97511 + }, + "4": { + "Dice": 0.6306495690561278, + "FN": 1141, + "FP": 616, + "IoU": 0.460546515198035, + "TN": 3326151, + "TP": 1500, + "n_pred": 2116, + "n_ref": 2641 + }, + "5": { + "Dice": 0.7561919504643962, + "FN": 325, + "FP": 305, + "IoU": 0.6079651524579963, + "TN": 3327801, + "TP": 977, + "n_pred": 1282, + "n_ref": 1302 + }, + "6": { + "Dice": 0.9685046278957787, + "FN": 8965, + "FP": 5752, + "IoU": 0.9389325963916414, + "TN": 3088412, + "TP": 226279, + "n_pred": 232031, + "n_ref": 235244 + }, + "7": { + "Dice": 0.9383138029050776, + "FN": 12573, + "FP": 11863, + "IoU": 0.8837958009368239, + "TN": 3119123, + "TP": 185849, + "n_pred": 197712, + "n_ref": 198422 + }, + "8": { + "Dice": 0.9070614498883798, + "FN": 617, + "FP": 174, + "IoU": 0.8299290475166631, + "TN": 3324757, + "TP": 3860, + "n_pred": 4034, + "n_ref": 4477 + }, + "9": { + "Dice": 0.7361484325015994, + "FN": 2215, + "FP": 1909, + "IoU": 0.582464311025615, + "TN": 3319531, + "TP": 5753, + "n_pred": 7662, + "n_ref": 7968 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0001.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0001.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.803427272462332, + "FN": 2350, + "FP": 4395, + "IoU": 0.6714404013834089, + "TN": 2082255, + "TP": 13784, + "n_pred": 18179, + "n_ref": 16134 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.72094004218138, + "FN": 3832, + "FP": 799, + "IoU": 0.5636483557900688, + "TN": 2092171, + "TP": 5982, + "n_pred": 6781, + "n_ref": 9814 + }, + "14": { + "Dice": 0.9068837287722815, + "FN": 2429, + "FP": 7512, + "IoU": 0.8296315338474721, + "TN": 2044434, + "TP": 48409, + "n_pred": 55921, + "n_ref": 50838 + }, + "15": { + "Dice": 0.9416517997691258, + "FN": 8838, + "FP": 1170, + "IoU": 0.8897372335151215, + "TN": 2012019, + "TP": 80757, + "n_pred": 81927, + "n_ref": 89595 + }, + "2": { + "Dice": 0.7087198515769945, + "FN": 51, + "FP": 106, + "IoU": 0.5488505747126436, + "TN": 2102436, + "TP": 191, + "n_pred": 297, + "n_ref": 242 + }, + "3": { + "Dice": 0.9590132720271929, + "FN": 1479, + "FP": 4333, + "IoU": 0.9212540815911769, + "TN": 2028977, + "TP": 67995, + "n_pred": 72328, + "n_ref": 69474 + }, + "4": { + "Dice": 0.09359605911330049, + "FN": 368, + "FP": 0, + "IoU": 0.04909560723514212, + "TN": 2102397, + "TP": 19, + "n_pred": 19, + "n_ref": 387 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.975045717685335, + "FN": 6446, + "FP": 4921, + "IoU": 0.9513065455791638, + "TN": 1869344, + "TP": 222073, + "n_pred": 226994, + "n_ref": 228519 + }, + "7": { + "Dice": 0.9525121336189366, + "FN": 3751, + "FP": 5006, + "IoU": 0.9093299924415775, + "TN": 2006203, + "TP": 87824, + "n_pred": 92830, + "n_ref": 91575 + }, + "8": { + "Dice": 0.9262854754052673, + "FN": 952, + "FP": 635, + "IoU": 0.8626925073542135, + "TN": 2091226, + "TP": 9971, + "n_pred": 10606, + "n_ref": 10923 + }, + "9": { + "Dice": 0.8464485060742037, + "FN": 2319, + "FP": 1890, + "IoU": 0.7337760910815939, + "TN": 2086974, + "TP": 11601, + "n_pred": 13491, + "n_ref": 13920 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0014.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0014.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9786725061185433, + "FN": 2614, + "FP": 863, + "IoU": 0.9582357392526395, + "TN": 2720459, + "TP": 79776, + "n_pred": 80639, + "n_ref": 82390 + }, + "10": { + "Dice": 0.6567521992645415, + "FN": 5242, + "FP": 11653, + "IoU": 0.4889285498215258, + "TN": 2770654, + "TP": 16163, + "n_pred": 27816, + "n_ref": 21405 + }, + "11": { + "Dice": 0.0, + "FN": 156, + "FP": 0, + "IoU": 0.0, + "TN": 2803556, + "TP": 0, + "n_pred": 0, + "n_ref": 156 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5376779344507934, + "FN": 29313, + "FP": 12032, + "IoU": 0.3676877666814504, + "TN": 2738325, + "TP": 24042, + "n_pred": 36074, + "n_ref": 53355 + }, + "14": { + "Dice": 0.8864586739171585, + "FN": 1005, + "FP": 12191, + "IoU": 0.7960716438207978, + "TN": 2739003, + "TP": 51513, + "n_pred": 63704, + "n_ref": 52518 + }, + "15": { + "Dice": 0.46428227128121086, + "FN": 10445, + "FP": 669, + "IoU": 0.30232266164469557, + "TN": 2787782, + "TP": 4816, + "n_pred": 5485, + "n_ref": 15261 + }, + "2": { + "Dice": 0.2185326248089949, + "FN": 511, + "FP": 33754, + "IoU": 0.12267001229004507, + "TN": 2764656, + "TP": 4791, + "n_pred": 38545, + "n_ref": 5302 + }, + "3": { + "Dice": 0.9452957181727052, + "FN": 409, + "FP": 355, + "IoU": 0.8962661235573659, + "TN": 2796347, + "TP": 6601, + "n_pred": 6956, + "n_ref": 7010 + }, + "4": { + "Dice": 0.7315255234639337, + "FN": 2716, + "FP": 2759, + "IoU": 0.5766970774702335, + "TN": 2790778, + "TP": 7459, + "n_pred": 10218, + "n_ref": 10175 + }, + "5": { + "Dice": 0.6515679442508711, + "FN": 1275, + "FP": 125, + "IoU": 0.48320413436692505, + "TN": 2801003, + "TP": 1309, + "n_pred": 1434, + "n_ref": 2584 + }, + "6": { + "Dice": 0.9288807423530759, + "FN": 6752, + "FP": 5664, + "IoU": 0.8672057156302808, + "TN": 2710214, + "TP": 81082, + "n_pred": 86746, + "n_ref": 87834 + }, + "7": { + "Dice": 0.8624932945364696, + "FN": 5597, + "FP": 11321, + "IoU": 0.7582313936206699, + "TN": 2733736, + "TP": 53058, + "n_pred": 64379, + "n_ref": 58655 + }, + "8": { + "Dice": 0.8196547589168689, + "FN": 4994, + "FP": 1473, + "IoU": 0.694419505741152, + "TN": 2782549, + "TP": 14696, + "n_pred": 16169, + "n_ref": 19690 + }, + "9": { + "Dice": 0.71886146640245, + "FN": 3965, + "FP": 3838, + "IoU": 0.5611114235896282, + "TN": 2785933, + "TP": 9976, + "n_pred": 13814, + "n_ref": 13941 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0016.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0016.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6841601225818809, + "FN": 1384, + "FP": 265, + "IoU": 0.5199417758369723, + "TN": 1748885, + "TP": 1786, + "n_pred": 2051, + "n_ref": 3170 + }, + "10": { + "Dice": 0.8177927994702877, + "FN": 9859, + "FP": 8578, + "IoU": 0.6917508192335986, + "TN": 1692508, + "TP": 41375, + "n_pred": 49953, + "n_ref": 51234 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.3862433862433862, + "FN": 448, + "FP": 712, + "IoU": 0.23934426229508196, + "TN": 1750795, + "TP": 365, + "n_pred": 1077, + "n_ref": 813 + }, + "13": { + "Dice": 0.5937074859219205, + "FN": 16641, + "FP": 6952, + "IoU": 0.4221792265680488, + "TN": 1711489, + "TP": 17238, + "n_pred": 24190, + "n_ref": 33879 + }, + "14": { + "Dice": 0.9422858485008336, + "FN": 9351, + "FP": 5638, + "IoU": 0.890870040043684, + "TN": 1614970, + "TP": 122361, + "n_pred": 127999, + "n_ref": 131712 + }, + "15": { + "Dice": 0.899992325720054, + "FN": 5997, + "FP": 10944, + "IoU": 0.8181691335100731, + "TN": 1659151, + "TP": 76228, + "n_pred": 87172, + "n_ref": 82225 + }, + "2": { + "Dice": 0.9604365967840424, + "FN": 605, + "FP": 2505, + "IoU": 0.9238845786729973, + "TN": 1711461, + "TP": 37749, + "n_pred": 40254, + "n_ref": 38354 + }, + "3": { + "Dice": 0.9528342337706887, + "FN": 401, + "FP": 699, + "IoU": 0.9099172876914258, + "TN": 1740109, + "TP": 11111, + "n_pred": 11810, + "n_ref": 11512 + }, + "4": { + "Dice": 0.8810169671825967, + "FN": 1555, + "FP": 682, + "IoU": 0.7873371993535507, + "TN": 1741801, + "TP": 8282, + "n_pred": 8964, + "n_ref": 9837 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9479623141858394, + "FN": 6948, + "FP": 6435, + "IoU": 0.9010725822547143, + "TN": 1617039, + "TP": 121898, + "n_pred": 128333, + "n_ref": 128846 + }, + "7": { + "Dice": 0.8947609500424261, + "FN": 6015, + "FP": 8000, + "IoU": 0.809563279615186, + "TN": 1678726, + "TP": 59579, + "n_pred": 67579, + "n_ref": 65594 + }, + "8": { + "Dice": 0.9140702274975272, + "FN": 1149, + "FP": 241, + "IoU": 0.8417397244677217, + "TN": 1743537, + "TP": 7393, + "n_pred": 7634, + "n_ref": 8542 + }, + "9": { + "Dice": 0.9540268945094422, + "FN": 1915, + "FP": 926, + "IoU": 0.9120950524459296, + "TN": 1720001, + "TP": 29478, + "n_pred": 30404, + "n_ref": 31393 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0025.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0025.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9353576001463325, + "FN": 8092, + "FP": 743, + "IoU": 0.8785650470758023, + "TN": 2380493, + "TP": 63920, + "n_pred": 64663, + "n_ref": 72012 + }, + "10": { + "Dice": 0.6329281970290004, + "FN": 15773, + "FP": 16301, + "IoU": 0.462980946321535, + "TN": 2393522, + "TP": 27652, + "n_pred": 43953, + "n_ref": 43425 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 16, + "IoU": 0.0, + "TN": 2453232, + "TP": 0, + "n_pred": 16, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6876483041816451, + "FN": 7936, + "FP": 14047, + "IoU": 0.5239817240856629, + "TN": 2407067, + "TP": 24198, + "n_pred": 38245, + "n_ref": 32134 + }, + "14": { + "Dice": 0.9239954790414258, + "FN": 3461, + "FP": 5819, + "IoU": 0.8587282497830687, + "TN": 2387559, + "TP": 56409, + "n_pred": 62228, + "n_ref": 59870 + }, + "15": { + "Dice": 0.03850509626274066, + "FN": 0, + "FP": 2547, + "IoU": 0.019630484988452657, + "TN": 2450650, + "TP": 51, + "n_pred": 2598, + "n_ref": 51 + }, + "2": { + "Dice": 0.9342714534848758, + "FN": 6837, + "FP": 5186, + "IoU": 0.8766504909152466, + "TN": 2355777, + "TP": 85448, + "n_pred": 90634, + "n_ref": 92285 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.2856411568978756, + "FN": 638, + "FP": 7735, + "IoU": 0.16661690056733353, + "TN": 2443201, + "TP": 1674, + "n_pred": 9409, + "n_ref": 2312 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9636587894605126, + "FN": 20764, + "FP": 28028, + "IoU": 0.9298663216903837, + "TN": 1757548, + "TP": 646908, + "n_pred": 674936, + "n_ref": 667672 + }, + "7": { + "Dice": 0.8325530265405254, + "FN": 99281, + "FP": 11305, + "IoU": 0.7131399073941972, + "TN": 2067743, + "TP": 274919, + "n_pred": 286224, + "n_ref": 374200 + }, + "8": { + "Dice": 0.769141193595342, + "FN": 106, + "FP": 1480, + "IoU": 0.6248817407757805, + "TN": 2449020, + "TP": 2642, + "n_pred": 4122, + "n_ref": 2748 + }, + "9": { + "Dice": 0.6773967809657103, + "FN": 33, + "FP": 889, + "IoU": 0.5121693121693122, + "TN": 2451358, + "TP": 968, + "n_pred": 1857, + "n_ref": 1001 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0049.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0049.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6529706266801489, + "FN": 149, + "FP": 13922, + "IoU": 0.4847486176718298, + "TN": 5930579, + "TP": 13238, + "n_pred": 27160, + "n_ref": 13387 + }, + "10": { + "Dice": 0.7765529216764451, + "FN": 5697, + "FP": 11289, + "IoU": 0.6347253881553482, + "TN": 5911386, + "TP": 29516, + "n_pred": 40805, + "n_ref": 35213 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 5957888, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.40285714285714286, + "FN": 74, + "FP": 762, + "IoU": 0.2522361359570662, + "TN": 5956770, + "TP": 282, + "n_pred": 1044, + "n_ref": 356 + }, + "13": { + "Dice": 0.8195151762069668, + "FN": 2395, + "FP": 8237, + "IoU": 0.6942191544434858, + "TN": 5923118, + "TP": 24138, + "n_pred": 32375, + "n_ref": 26533 + }, + "14": { + "Dice": 0.02677440218306178, + "FN": 1612, + "FP": 218082, + "IoU": 0.013568850015266079, + "TN": 5735172, + "TP": 3022, + "n_pred": 221104, + "n_ref": 4634 + }, + "15": { + "Dice": 0.872540583113341, + "FN": 3758, + "FP": 4981, + "IoU": 0.7738997697342889, + "TN": 5919237, + "TP": 29912, + "n_pred": 34893, + "n_ref": 33670 + }, + "2": { + "Dice": 0.9281589673913043, + "FN": 4340, + "FP": 3274, + "IoU": 0.8659483441609888, + "TN": 5901089, + "TP": 49185, + "n_pred": 52459, + "n_ref": 53525 + }, + "3": { + "Dice": 0.5804239197883667, + "FN": 352, + "FP": 12495, + "IoU": 0.4088713017070814, + "TN": 5936155, + "TP": 8886, + "n_pred": 21381, + "n_ref": 9238 + }, + "4": { + "Dice": 0.6755327471289545, + "FN": 2770, + "FP": 7599, + "IoU": 0.5100411094835325, + "TN": 5936725, + "TP": 10794, + "n_pred": 18393, + "n_ref": 13564 + }, + "5": { + "Dice": 0.6575654152445961, + "FN": 198, + "FP": 103, + "IoU": 0.48983050847457626, + "TN": 5957298, + "TP": 289, + "n_pred": 392, + "n_ref": 487 + }, + "6": { + "Dice": 0.8686342148306513, + "FN": 11640, + "FP": 89315, + "IoU": 0.7677748666410569, + "TN": 5523159, + "TP": 333774, + "n_pred": 423089, + "n_ref": 345414 + }, + "7": { + "Dice": 0.769141659086552, + "FN": 20825, + "FP": 35772, + "IoU": 0.6248823552804252, + "TN": 5807010, + "TP": 94281, + "n_pred": 130053, + "n_ref": 115106 + }, + "8": { + "Dice": 0.8130613885260726, + "FN": 6224, + "FP": 3079, + "IoU": 0.6850071104489741, + "TN": 5928354, + "TP": 20231, + "n_pred": 23310, + "n_ref": 26455 + }, + "9": { + "Dice": 0.7806326367477446, + "FN": 4302, + "FP": 3382, + "IoU": 0.6401947930324031, + "TN": 5936532, + "TP": 13672, + "n_pred": 17054, + "n_ref": 17974 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0052.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0052.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9525178842019946, + "FN": 4817, + "FP": 1920, + "IoU": 0.9093404744923362, + "TN": 1678009, + "TP": 67574, + "n_pred": 69494, + "n_ref": 72391 + }, + "10": { + "Dice": 0.8337871589265929, + "FN": 4387, + "FP": 4464, + "IoU": 0.7149528195549257, + "TN": 1721269, + "TP": 22200, + "n_pred": 26664, + "n_ref": 26587 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8611976619891287, + "FN": 2435, + "FP": 3668, + "IoU": 0.7562310273206583, + "TN": 1727284, + "TP": 18933, + "n_pred": 22601, + "n_ref": 21368 + }, + "14": { + "Dice": 0.5822784810126582, + "FN": 111, + "FP": 21, + "IoU": 0.4107142857142857, + "TN": 1752096, + "TP": 92, + "n_pred": 113, + "n_ref": 203 + }, + "15": { + "Dice": 0.6809241706161138, + "FN": 10143, + "FP": 629, + "IoU": 0.5162130602712656, + "TN": 1730054, + "TP": 11494, + "n_pred": 12123, + "n_ref": 21637 + }, + "2": { + "Dice": 0.9013157894736842, + "FN": 36, + "FP": 24, + "IoU": 0.8203592814371258, + "TN": 1751986, + "TP": 274, + "n_pred": 298, + "n_ref": 310 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 1752313, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 1752318, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "6": { + "Dice": 0.9446044885736082, + "FN": 6732, + "FP": 2998, + "IoU": 0.895024167098222, + "TN": 1659632, + "TP": 82958, + "n_pred": 85956, + "n_ref": 89690 + }, + "7": { + "Dice": 0.9327632494779755, + "FN": 884, + "FP": 2497, + "IoU": 0.8739984347631647, + "TN": 1725487, + "TP": 23452, + "n_pred": 25949, + "n_ref": 24336 + }, + "8": { + "Dice": 0.938885157824043, + "FN": 1003, + "FP": 726, + "IoU": 0.8848101265822785, + "TN": 1737310, + "TP": 13281, + "n_pred": 14007, + "n_ref": 14284 + }, + "9": { + "Dice": 0.8092640193044117, + "FN": 1547, + "FP": 5725, + "IoU": 0.6796334640292524, + "TN": 1729621, + "TP": 15427, + "n_pred": 21152, + "n_ref": 16974 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0066.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0066.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 21, + "FP": 0, + "IoU": 0.0, + "TN": 1226603, + "TP": 0, + "n_pred": 0, + "n_ref": 21 + }, + "10": { + "Dice": 0.8756710935292455, + "FN": 2987, + "FP": 4053, + "IoU": 0.7788389042472983, + "TN": 1194792, + "TP": 24792, + "n_pred": 28845, + "n_ref": 27779 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7053571428571429, + "FN": 252, + "FP": 12, + "IoU": 0.5448275862068965, + "TN": 1226044, + "TP": 316, + "n_pred": 328, + "n_ref": 568 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9792020565195491, + "FN": 246, + "FP": 5741, + "IoU": 0.9592515960415448, + "TN": 1079698, + "TP": 140939, + "n_pred": 146680, + "n_ref": 141185 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9685209141871496, + "FN": 373, + "FP": 430, + "IoU": 0.9389632107023411, + "TN": 1213468, + "TP": 12353, + "n_pred": 12783, + "n_ref": 12726 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 27, + "IoU": 0.0, + "TN": 1226597, + "TP": 0, + "n_pred": 27, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9829165354950418, + "FN": 3663, + "FP": 3283, + "IoU": 0.9664069565553831, + "TN": 1019855, + "TP": 199823, + "n_pred": 203106, + "n_ref": 203486 + }, + "7": { + "Dice": 0.9555797874252573, + "FN": 2150, + "FP": 1557, + "IoU": 0.9149380449747591, + "TN": 1183044, + "TP": 39873, + "n_pred": 41430, + "n_ref": 42023 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0084.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0084.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7898084170854272, + "FN": 8947, + "FP": 1761, + "IoU": 0.6526308959968857, + "TN": 3298582, + "TP": 20118, + "n_pred": 21879, + "n_ref": 29065 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8302450795022779, + "FN": 3502, + "FP": 5925, + "IoU": 0.7097598522167488, + "TN": 3296928, + "TP": 23053, + "n_pred": 28978, + "n_ref": 26555 + }, + "14": { + "Dice": 0.9346612585839926, + "FN": 78, + "FP": 3176, + "IoU": 0.8773371531966224, + "TN": 3302880, + "TP": 23274, + "n_pred": 26450, + "n_ref": 23352 + }, + "15": { + "Dice": 0.8860111429001656, + "FN": 1252, + "FP": 262, + "IoU": 0.7953500946201676, + "TN": 3322010, + "TP": 5884, + "n_pred": 6146, + "n_ref": 7136 + }, + "2": { + "Dice": 0.5651650114543605, + "FN": 46492, + "FP": 23169, + "IoU": 0.3938885070172538, + "TN": 3214477, + "TP": 45270, + "n_pred": 68439, + "n_ref": 91762 + }, + "3": { + "Dice": 0.8461104500395853, + "FN": 29602, + "FP": 2859, + "IoU": 0.7332681451778569, + "TN": 3207709, + "TP": 89238, + "n_pred": 92097, + "n_ref": 118840 + }, + "4": { + "Dice": 0.1334592382751023, + "FN": 308, + "FP": 24469, + "IoU": 0.0715008431703204, + "TN": 3302723, + "TP": 1908, + "n_pred": 26377, + "n_ref": 2216 + }, + "5": { + "Dice": 0.7764505119453925, + "FN": 997, + "FP": 51, + "IoU": 0.6345885634588564, + "TN": 3326540, + "TP": 1820, + "n_pred": 1871, + "n_ref": 2817 + }, + "6": { + "Dice": 0.9803899005946504, + "FN": 5609, + "FP": 4957, + "IoU": 0.9615341209021242, + "TN": 3054723, + "TP": 264119, + "n_pred": 269076, + "n_ref": 269728 + }, + "7": { + "Dice": 0.9441101496523141, + "FN": 5920, + "FP": 3749, + "IoU": 0.8941369683034981, + "TN": 3238073, + "TP": 81666, + "n_pred": 85415, + "n_ref": 87586 + }, + "8": { + "Dice": 0.9077235772357723, + "FN": 175, + "FP": 279, + "IoU": 0.8310383327130629, + "TN": 3326721, + "TP": 2233, + "n_pred": 2512, + "n_ref": 2408 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0127.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0127.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9874562795859028, + "FN": 4188, + "FP": 2063, + "IoU": 0.9752233505354864, + "TN": 3077114, + "TP": 246043, + "n_pred": 248106, + "n_ref": 250231 + }, + "10": { + "Dice": 0.8953488372093024, + "FN": 1742, + "FP": 1876, + "IoU": 0.8105263157894737, + "TN": 3310313, + "TP": 15477, + "n_pred": 17353, + "n_ref": 17219 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7998240211174659, + "FN": 1656, + "FP": 1074, + "IoU": 0.6664222873900293, + "TN": 3321224, + "TP": 5454, + "n_pred": 6528, + "n_ref": 7110 + }, + "13": { + "Dice": 0.7145210789856243, + "FN": 743, + "FP": 8094, + "IoU": 0.5558403699236028, + "TN": 3309512, + "TP": 11059, + "n_pred": 19153, + "n_ref": 11802 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 28, + "IoU": 0.0, + "TN": 3329380, + "TP": 0, + "n_pred": 28, + "n_ref": 0 + }, + "2": { + "Dice": 0.9821994538242271, + "FN": 544, + "FP": 349, + "IoU": 0.9650215432824129, + "TN": 3303878, + "TP": 24637, + "n_pred": 24986, + "n_ref": 25181 + }, + "3": { + "Dice": 0.9473107478769062, + "FN": 277, + "FP": 1454, + "IoU": 0.8998959056210964, + "TN": 3312116, + "TP": 15561, + "n_pred": 17015, + "n_ref": 15838 + }, + "4": { + "Dice": 0.8588088508644616, + "FN": 9908, + "FP": 1182, + "IoU": 0.7525547770984872, + "TN": 3284590, + "TP": 33728, + "n_pred": 34910, + "n_ref": 43636 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9654691544159253, + "FN": 13345, + "FP": 5573, + "IoU": 0.9332434683190537, + "TN": 3046020, + "TP": 264470, + "n_pred": 270043, + "n_ref": 277815 + }, + "7": { + "Dice": 0.7778525923240276, + "FN": 4277, + "FP": 42902, + "IoU": 0.6364638074249873, + "TN": 3199630, + "TP": 82599, + "n_pred": 125501, + "n_ref": 86876 + }, + "8": { + "Dice": 0.9601694594696827, + "FN": 922, + "FP": 1184, + "IoU": 0.9233903237540924, + "TN": 3301918, + "TP": 25384, + "n_pred": 26568, + "n_ref": 26306 + }, + "9": { + "Dice": 0.9356004819922346, + "FN": 432, + "FP": 2454, + "IoU": 0.8789937106918239, + "TN": 3305558, + "TP": 20964, + "n_pred": 23418, + "n_ref": 21396 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0153.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0153.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9655742180203739, + "FN": 1806, + "FP": 2986, + "IoU": 0.9334398222098756, + "TN": 4308805, + "TP": 67203, + "n_pred": 70189, + "n_ref": 69009 + }, + "10": { + "Dice": 0.8259402121504339, + "FN": 8083, + "FP": 4191, + "IoU": 0.7034907597535934, + "TN": 4339405, + "TP": 29121, + "n_pred": 33312, + "n_ref": 37204 + }, + "11": { + "Dice": 0.5604665438919583, + "FN": 185, + "FP": 1247, + "IoU": 0.38933901918976543, + "TN": 4378455, + "TP": 913, + "n_pred": 2160, + "n_ref": 1098 + }, + "12": { + "Dice": 0.2719033232628399, + "FN": 409, + "FP": 73, + "IoU": 0.15734265734265734, + "TN": 4380228, + "TP": 90, + "n_pred": 163, + "n_ref": 499 + }, + "13": { + "Dice": 0.6651801985292541, + "FN": 2464, + "FP": 13153, + "IoU": 0.4983295856087376, + "TN": 4349670, + "TP": 15513, + "n_pred": 28666, + "n_ref": 17977 + }, + "14": { + "Dice": 0.8707333860154478, + "FN": 3104, + "FP": 1967, + "IoU": 0.7710609480812641, + "TN": 4358650, + "TP": 17079, + "n_pred": 19046, + "n_ref": 20183 + }, + "15": { + "Dice": 0.8325196627921493, + "FN": 9039, + "FP": 16450, + "IoU": 0.7130909500225123, + "TN": 4291960, + "TP": 63351, + "n_pred": 79801, + "n_ref": 72390 + }, + "2": { + "Dice": 0.9556330627351235, + "FN": 1570, + "FP": 1343, + "IoU": 0.9150357299110398, + "TN": 4346515, + "TP": 31372, + "n_pred": 32715, + "n_ref": 32942 + }, + "3": { + "Dice": 0.9562000467679173, + "FN": 5315, + "FP": 1990, + "IoU": 0.9160759624553382, + "TN": 4293757, + "TP": 79738, + "n_pred": 81728, + "n_ref": 85053 + }, + "4": { + "Dice": 0.5137584226773326, + "FN": 2689, + "FP": 11960, + "IoU": 0.3456762551366804, + "TN": 4358412, + "TP": 7739, + "n_pred": 19699, + "n_ref": 10428 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4380800, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9654315555152911, + "FN": 20114, + "FP": 11938, + "IoU": 0.9331732092371589, + "TN": 3901172, + "TP": 447576, + "n_pred": 459514, + "n_ref": 467690 + }, + "7": { + "Dice": 0.834160695799607, + "FN": 5357, + "FP": 14988, + "IoU": 0.7155022933214006, + "TN": 4309288, + "TP": 51167, + "n_pred": 66155, + "n_ref": 56524 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4380800, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9368981512348913, + "FN": 2631, + "FP": 3994, + "IoU": 0.8812872937086745, + "TN": 4324993, + "TP": 49182, + "n_pred": 53176, + "n_ref": 51813 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0160.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0160.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9781872588392787, + "FN": 349, + "FP": 205, + "IoU": 0.9573057953144266, + "TN": 2265040, + "TP": 12422, + "n_pred": 12627, + "n_ref": 12771 + }, + "10": { + "Dice": 0.9025635877680599, + "FN": 5018, + "FP": 2747, + "IoU": 0.8224290516590821, + "TN": 2234287, + "TP": 35964, + "n_pred": 38711, + "n_ref": 40982 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8444092738201472, + "FN": 5879, + "FP": 3362, + "IoU": 0.7307165544773727, + "TN": 2243699, + "TP": 25076, + "n_pred": 28438, + "n_ref": 30955 + }, + "14": { + "Dice": 0.9760054308490194, + "FN": 1093, + "FP": 3714, + "IoU": 0.9531353585773895, + "TN": 2175444, + "TP": 97765, + "n_pred": 101479, + "n_ref": 98858 + }, + "15": { + "Dice": 0.6683870967741935, + "FN": 978, + "FP": 307, + "IoU": 0.501937984496124, + "TN": 2275436, + "TP": 1295, + "n_pred": 1602, + "n_ref": 2273 + }, + "2": { + "Dice": 0.942565927843391, + "FN": 81, + "FP": 274, + "IoU": 0.8913708690330477, + "TN": 2274748, + "TP": 2913, + "n_pred": 3187, + "n_ref": 2994 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.890634851350696, + "FN": 1174, + "FP": 1081, + "IoU": 0.8028329107283378, + "TN": 2266579, + "TP": 9182, + "n_pred": 10263, + "n_ref": 10356 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9446425579781251, + "FN": 507, + "FP": 1806, + "IoU": 0.8950925253991292, + "TN": 2255968, + "TP": 19735, + "n_pred": 21541, + "n_ref": 20242 + }, + "7": { + "Dice": 0.9593406107747381, + "FN": 3463, + "FP": 2057, + "IoU": 0.9218584108378987, + "TN": 2207375, + "TP": 65121, + "n_pred": 67178, + "n_ref": 68584 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9453465072894355, + "FN": 600, + "FP": 982, + "IoU": 0.8963574423480084, + "TN": 2262752, + "TP": 13682, + "n_pred": 14664, + "n_ref": 14282 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0161.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0161.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8807372497223306, + "FN": 5774, + "FP": 2172, + "IoU": 0.7868905219117095, + "TN": 5745370, + "TP": 29340, + "n_pred": 31512, + "n_ref": 35114 + }, + "10": { + "Dice": 0.8724021266312229, + "FN": 364, + "FP": 164, + "IoU": 0.7736819545649378, + "TN": 5780323, + "TP": 1805, + "n_pred": 1969, + "n_ref": 2169 + }, + "11": { + "Dice": 0.8647925033467202, + "FN": 0, + "FP": 101, + "IoU": 0.7617924528301887, + "TN": 5782232, + "TP": 323, + "n_pred": 424, + "n_ref": 323 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 5782656, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.4792889371374292, + "FN": 8646, + "FP": 6703, + "IoU": 0.3151742292419578, + "TN": 5760243, + "TP": 7064, + "n_pred": 13767, + "n_ref": 15710 + }, + "14": { + "Dice": 0.0, + "FN": 38, + "FP": 98339, + "IoU": 0.0, + "TN": 5684279, + "TP": 0, + "n_pred": 98339, + "n_ref": 38 + }, + "15": { + "Dice": 0.2666978497434275, + "FN": 2327, + "FP": 50976, + "IoU": 0.15386691218490062, + "TN": 5719660, + "TP": 9693, + "n_pred": 60669, + "n_ref": 12020 + }, + "2": { + "Dice": 0.960668633235005, + "FN": 10, + "FP": 70, + "IoU": 0.924314096499527, + "TN": 5781599, + "TP": 977, + "n_pred": 1047, + "n_ref": 987 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 5782656, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.848347335500092, + "FN": 387, + "FP": 9505, + "IoU": 0.7366347177848775, + "TN": 5745096, + "TP": 27668, + "n_pred": 37173, + "n_ref": 28055 + }, + "5": { + "Dice": 0.19089810712847363, + "FN": 109, + "FP": 5918, + "IoU": 0.10552092609082814, + "TN": 5775918, + "TP": 711, + "n_pred": 6629, + "n_ref": 820 + }, + "6": { + "Dice": 0.8804769601577205, + "FN": 30031, + "FP": 95827, + "IoU": 0.7864750691345876, + "TN": 5193226, + "TP": 463572, + "n_pred": 559399, + "n_ref": 493603 + }, + "7": { + "Dice": 0.7282486515688854, + "FN": 4466, + "FP": 26721, + "IoU": 0.5726344638574854, + "TN": 5709681, + "TP": 41788, + "n_pred": 68509, + "n_ref": 46254 + }, + "8": { + "Dice": 0.8103328710124826, + "FN": 130, + "FP": 964, + "IoU": 0.6811425240454678, + "TN": 5779225, + "TP": 2337, + "n_pred": 3301, + "n_ref": 2467 + }, + "9": { + "Dice": 0.7782134024971349, + "FN": 2559, + "FP": 4795, + "IoU": 0.6369470774091627, + "TN": 5762400, + "TP": 12902, + "n_pred": 17697, + "n_ref": 15461 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0171.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0171.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9498705122556658, + "FN": 3540, + "FP": 10455, + "IoU": 0.9045270353239736, + "TN": 2131430, + "TP": 132591, + "n_pred": 143046, + "n_ref": 136131 + }, + "10": { + "Dice": 0.8707593713442856, + "FN": 5734, + "FP": 6971, + "IoU": 0.7711017025493199, + "TN": 2222511, + "TP": 42800, + "n_pred": 49771, + "n_ref": 48534 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5955249569707401, + "FN": 628, + "FP": 77, + "IoU": 0.42401960784313725, + "TN": 2276792, + "TP": 519, + "n_pred": 596, + "n_ref": 1147 + }, + "13": { + "Dice": 0.610976478973628, + "FN": 6468, + "FP": 1719, + "IoU": 0.4398604269293924, + "TN": 2263400, + "TP": 6429, + "n_pred": 8148, + "n_ref": 12897 + }, + "14": { + "Dice": 0.8156748911465893, + "FN": 735, + "FP": 2059, + "IoU": 0.6887254901960784, + "TN": 2269040, + "TP": 6182, + "n_pred": 8241, + "n_ref": 6917 + }, + "15": { + "Dice": 0.9602358547716167, + "FN": 4060, + "FP": 5786, + "IoU": 0.9235131439935368, + "TN": 2149288, + "TP": 118882, + "n_pred": 124668, + "n_ref": 122942 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9245611019855011, + "FN": 1900, + "FP": 24875, + "IoU": 0.8597058407432053, + "TN": 2087167, + "TP": 164074, + "n_pred": 188949, + "n_ref": 165974 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1616, + "IoU": 0.0, + "TN": 2276400, + "TP": 0, + "n_pred": 1616, + "n_ref": 0 + }, + "5": { + "Dice": 0.12426509887760556, + "FN": 6543, + "FP": 11, + "IoU": 0.06624875338367289, + "TN": 2270997, + "TP": 465, + "n_pred": 476, + "n_ref": 7008 + }, + "6": { + "Dice": 0.9554090342522331, + "FN": 12221, + "FP": 2840, + "IoU": 0.9146250212572984, + "TN": 2101606, + "TP": 161349, + "n_pred": 164189, + "n_ref": 173570 + }, + "7": { + "Dice": 0.8760408512664167, + "FN": 5989, + "FP": 21090, + "IoU": 0.7794241029609417, + "TN": 2155251, + "TP": 95686, + "n_pred": 116776, + "n_ref": 101675 + }, + "8": { + "Dice": 0.9061102831594635, + "FN": 68, + "FP": 58, + "IoU": 0.8283378746594006, + "TN": 2277282, + "TP": 608, + "n_pred": 666, + "n_ref": 676 + }, + "9": { + "Dice": 0.8431909591136773, + "FN": 1485, + "FP": 4870, + "IoU": 0.7288938185231005, + "TN": 2254575, + "TP": 17086, + "n_pred": 21956, + "n_ref": 18571 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0172.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0172.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8801932315173946, + "FN": 15565, + "FP": 6706, + "IoU": 0.7860224248421902, + "TN": 5678575, + "TP": 81810, + "n_pred": 88516, + "n_ref": 97375 + }, + "10": { + "Dice": 0.8200067566366174, + "FN": 16212, + "FP": 14157, + "IoU": 0.6949249593152914, + "TN": 5683110, + "TP": 69177, + "n_pred": 83334, + "n_ref": 85389 + }, + "11": { + "Dice": 0.0, + "FN": 798, + "FP": 0, + "IoU": 0.0, + "TN": 5781858, + "TP": 0, + "n_pred": 0, + "n_ref": 798 + }, + "12": { + "Dice": 0.3838383838383838, + "FN": 200, + "FP": 105, + "IoU": 0.2375, + "TN": 5782256, + "TP": 95, + "n_pred": 200, + "n_ref": 295 + }, + "13": { + "Dice": 0.5198041692987998, + "FN": 15661, + "FP": 14745, + "IoU": 0.3511725668437787, + "TN": 5735793, + "TP": 16457, + "n_pred": 31202, + "n_ref": 32118 + }, + "14": { + "Dice": 0.9012750971144402, + "FN": 6282, + "FP": 4875, + "IoU": 0.8202918626377167, + "TN": 5720572, + "TP": 50927, + "n_pred": 55802, + "n_ref": 57209 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 1632, + "IoU": 0.0, + "TN": 5781024, + "TP": 0, + "n_pred": 1632, + "n_ref": 0 + }, + "2": { + "Dice": 0.9432876958566764, + "FN": 14011, + "FP": 6812, + "IoU": 0.8926627353141302, + "TN": 5588660, + "TP": 173173, + "n_pred": 179985, + "n_ref": 187184 + }, + "3": { + "Dice": 0.9452745430218301, + "FN": 3245, + "FP": 7512, + "IoU": 0.896228053251013, + "TN": 5678996, + "TP": 92903, + "n_pred": 100415, + "n_ref": 96148 + }, + "4": { + "Dice": 0.5830475257226849, + "FN": 145, + "FP": 706, + "IoU": 0.4114799446749654, + "TN": 5781210, + "TP": 595, + "n_pred": 1301, + "n_ref": 740 + }, + "5": { + "Dice": 0.8405950251991546, + "FN": 2730, + "FP": 1192, + "IoU": 0.7250227862301059, + "TN": 5768393, + "TP": 10341, + "n_pred": 11533, + "n_ref": 13071 + }, + "6": { + "Dice": 0.8651374503630614, + "FN": 569583, + "FP": 68194, + "IoU": 0.7623279582534761, + "TN": 3099223, + "TP": 2045656, + "n_pred": 2113850, + "n_ref": 2615239 + }, + "7": { + "Dice": 0.7590814275300347, + "FN": 59096, + "FP": 17247, + "IoU": 0.6117092969437423, + "TN": 5586043, + "TP": 120270, + "n_pred": 137517, + "n_ref": 179366 + }, + "8": { + "Dice": 0.9589557305812059, + "FN": 1771, + "FP": 647, + "IoU": 0.9211478884721995, + "TN": 5751991, + "TP": 28247, + "n_pred": 28894, + "n_ref": 30018 + }, + "9": { + "Dice": 0.6214832409606756, + "FN": 9945, + "FP": 4397, + "IoU": 0.4508347373257773, + "TN": 5756540, + "TP": 11774, + "n_pred": 16171, + "n_ref": 21719 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0173.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0173.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9644719766900909, + "FN": 892, + "FP": 559, + "IoU": 0.9313818216211104, + "TN": 2256870, + "TP": 19695, + "n_pred": 20254, + "n_ref": 20587 + }, + "10": { + "Dice": 0.892513243391352, + "FN": 1735, + "FP": 2384, + "IoU": 0.8058906691800188, + "TN": 2256796, + "TP": 17101, + "n_pred": 19485, + "n_ref": 18836 + }, + "11": { + "Dice": 0.8679817905918058, + "FN": 52, + "FP": 122, + "IoU": 0.7667560321715817, + "TN": 2277270, + "TP": 572, + "n_pred": 694, + "n_ref": 624 + }, + "12": { + "Dice": 0.8105885376509895, + "FN": 477, + "FP": 260, + "IoU": 0.6815038893690579, + "TN": 2275702, + "TP": 1577, + "n_pred": 1837, + "n_ref": 2054 + }, + "13": { + "Dice": 0.7114993993666048, + "FN": 10134, + "FP": 3075, + "IoU": 0.5521917483133878, + "TN": 2248519, + "TP": 16288, + "n_pred": 19363, + "n_ref": 26422 + }, + "14": { + "Dice": 0.889990089197225, + "FN": 3883, + "FP": 4997, + "IoU": 0.8017857142857143, + "TN": 2233216, + "TP": 35920, + "n_pred": 40917, + "n_ref": 39803 + }, + "15": { + "Dice": 0.9515972170270068, + "FN": 993, + "FP": 301, + "IoU": 0.9076637648066219, + "TN": 2264002, + "TP": 12720, + "n_pred": 13021, + "n_ref": 13713 + }, + "2": { + "Dice": 0.9706873789226784, + "FN": 4842, + "FP": 1619, + "IoU": 0.9430442793042957, + "TN": 2164577, + "TP": 106978, + "n_pred": 108597, + "n_ref": 111820 + }, + "3": { + "Dice": 0.9536862161755612, + "FN": 3787, + "FP": 1755, + "IoU": 0.9114724769176704, + "TN": 2215414, + "TP": 57060, + "n_pred": 58815, + "n_ref": 60847 + }, + "4": { + "Dice": 0.9304552947194907, + "FN": 7776, + "FP": 2012, + "IoU": 0.8699545611564319, + "TN": 2202750, + "TP": 65478, + "n_pred": 67490, + "n_ref": 73254 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9574018470345131, + "FN": 7541, + "FP": 5199, + "IoU": 0.9182846183942992, + "TN": 2122109, + "TP": 143167, + "n_pred": 148366, + "n_ref": 150708 + }, + "7": { + "Dice": 0.0, + "FN": 127, + "FP": 28567, + "IoU": 0.0, + "TN": 2249322, + "TP": 0, + "n_pred": 28567, + "n_ref": 127 + }, + "8": { + "Dice": 0.3961661341853035, + "FN": 140, + "FP": 238, + "IoU": 0.24701195219123506, + "TN": 2277514, + "TP": 124, + "n_pred": 362, + "n_ref": 264 + }, + "9": { + "Dice": 0.932892561983471, + "FN": 2730, + "FP": 1127, + "IoU": 0.8742255266418835, + "TN": 2247350, + "TP": 26809, + "n_pred": 27936, + "n_ref": 29539 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0175.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0175.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9135732412792988, + "FN": 5199, + "FP": 284, + "IoU": 0.8408972201265161, + "TN": 1016930, + "TP": 28979, + "n_pred": 29263, + "n_ref": 34178 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8762692542220101, + "FN": 687, + "FP": 3980, + "IoU": 0.7797857783230312, + "TN": 1030199, + "TP": 16526, + "n_pred": 20506, + "n_ref": 17213 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 144, + "IoU": 0.0, + "TN": 1051248, + "TP": 0, + "n_pred": 144, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9574468085106383, + "FN": 74, + "FP": 2, + "IoU": 0.9183673469387755, + "TN": 1050461, + "TP": 855, + "n_pred": 857, + "n_ref": 929 + }, + "3": { + "Dice": 0.9815737673436075, + "FN": 1601, + "FP": 2237, + "IoU": 0.9638143007995172, + "TN": 945328, + "TP": 102226, + "n_pred": 104463, + "n_ref": 103827 + }, + "4": { + "Dice": 0.47619047619047616, + "FN": 3, + "FP": 8, + "IoU": 0.3125, + "TN": 1051376, + "TP": 5, + "n_pred": 13, + "n_ref": 8 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9887254037439218, + "FN": 2079, + "FP": 1501, + "IoU": 0.9777022061113395, + "TN": 890838, + "TP": 156974, + "n_pred": 158475, + "n_ref": 159053 + }, + "7": { + "Dice": 0.9222323879231473, + "FN": 22, + "FP": 488, + "IoU": 0.8556876061120543, + "TN": 1047858, + "TP": 3024, + "n_pred": 3512, + "n_ref": 3046 + }, + "8": { + "Dice": 0.8756218905472637, + "FN": 24, + "FP": 1, + "IoU": 0.7787610619469026, + "TN": 1051279, + "TP": 88, + "n_pred": 89, + "n_ref": 112 + }, + "9": { + "Dice": 0.9331790569858258, + "FN": 518, + "FP": 175, + "IoU": 0.8747288503253796, + "TN": 1045860, + "TP": 4839, + "n_pred": 5014, + "n_ref": 5357 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0179.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0179.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9658462125548559, + "FN": 1198, + "FP": 234, + "IoU": 0.9339483394833948, + "TN": 1380176, + "TP": 20248, + "n_pred": 20482, + "n_ref": 21446 + }, + "10": { + "Dice": 0.8151723427806523, + "FN": 3346, + "FP": 11014, + "IoU": 0.6880092119842701, + "TN": 1355829, + "TP": 31667, + "n_pred": 42681, + "n_ref": 35013 + }, + "11": { + "Dice": 0.6497695852534562, + "FN": 103, + "FP": 49, + "IoU": 0.4812286689419795, + "TN": 1401563, + "TP": 141, + "n_pred": 190, + "n_ref": 244 + }, + "12": { + "Dice": 0.7412353923205343, + "FN": 505, + "FP": 115, + "IoU": 0.5888594164456233, + "TN": 1400348, + "TP": 888, + "n_pred": 1003, + "n_ref": 1393 + }, + "13": { + "Dice": 0.8194436063001629, + "FN": 2525, + "FP": 3459, + "IoU": 0.6941164443081327, + "TN": 1382293, + "TP": 13579, + "n_pred": 17038, + "n_ref": 16104 + }, + "14": { + "Dice": 0.9292242473846025, + "FN": 1617, + "FP": 5128, + "IoU": 0.8678047155204516, + "TN": 1350833, + "TP": 44278, + "n_pred": 49406, + "n_ref": 45895 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.967942668565513, + "FN": 2339, + "FP": 3266, + "IoU": 0.9378768398652243, + "TN": 1311632, + "TP": 84619, + "n_pred": 87885, + "n_ref": 86958 + }, + "3": { + "Dice": 0.9670046676323837, + "FN": 343, + "FP": 67, + "IoU": 0.9361171704580866, + "TN": 1395438, + "TP": 6008, + "n_pred": 6075, + "n_ref": 6351 + }, + "4": { + "Dice": 0.9722803173654683, + "FN": 2857, + "FP": 483, + "IoU": 0.946055946766587, + "TN": 1339940, + "TP": 58576, + "n_pred": 59059, + "n_ref": 61433 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9700990614343122, + "FN": 8104, + "FP": 743, + "IoU": 0.9419343405836101, + "TN": 1249494, + "TP": 143515, + "n_pred": 144258, + "n_ref": 151619 + }, + "7": { + "Dice": 0.9322205619738329, + "FN": 2231, + "FP": 7068, + "IoU": 0.8730459950578181, + "TN": 1328609, + "TP": 63948, + "n_pred": 71016, + "n_ref": 66179 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0180.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0180.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9062084846337791, + "FN": 321, + "FP": 738, + "IoU": 0.828502024291498, + "TN": 2447073, + "TP": 5116, + "n_pred": 5854, + "n_ref": 5437 + }, + "10": { + "Dice": 0.8676086358635864, + "FN": 4836, + "FP": 2866, + "IoU": 0.766173836485625, + "TN": 2420309, + "TP": 25237, + "n_pred": 28103, + "n_ref": 30073 + }, + "11": { + "Dice": 0.6688963210702341, + "FN": 232, + "FP": 461, + "IoU": 0.5025125628140703, + "TN": 2451855, + "TP": 700, + "n_pred": 1161, + "n_ref": 932 + }, + "12": { + "Dice": 0.7856827220503756, + "FN": 247, + "FP": 238, + "IoU": 0.6470160116448326, + "TN": 2451874, + "TP": 889, + "n_pred": 1127, + "n_ref": 1136 + }, + "13": { + "Dice": 0.8938478476865651, + "FN": 965, + "FP": 2988, + "IoU": 0.8080695280637017, + "TN": 2432652, + "TP": 16643, + "n_pred": 19631, + "n_ref": 17608 + }, + "14": { + "Dice": 0.72863819659395, + "FN": 5335, + "FP": 16670, + "IoU": 0.5731163187708543, + "TN": 2401700, + "TP": 29543, + "n_pred": 46213, + "n_ref": 34878 + }, + "15": { + "Dice": 0.8294539666428291, + "FN": 1006, + "FP": 6387, + "IoU": 0.7086043120097749, + "TN": 2427877, + "TP": 17978, + "n_pred": 24365, + "n_ref": 18984 + }, + "2": { + "Dice": 0.9725824196876728, + "FN": 2822, + "FP": 2187, + "IoU": 0.9466281659225794, + "TN": 2359397, + "TP": 88842, + "n_pred": 91029, + "n_ref": 91664 + }, + "3": { + "Dice": 0.967949076230399, + "FN": 3570, + "FP": 1591, + "IoU": 0.9378888715054217, + "TN": 2370155, + "TP": 77932, + "n_pred": 79523, + "n_ref": 81502 + }, + "4": { + "Dice": 0.7651194852941177, + "FN": 829, + "FP": 9393, + "IoU": 0.6195898924491087, + "TN": 2426377, + "TP": 16649, + "n_pred": 26042, + "n_ref": 17478 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9735704273088035, + "FN": 9243, + "FP": 6821, + "IoU": 0.9485019266896202, + "TN": 2141314, + "TP": 295870, + "n_pred": 302691, + "n_ref": 305113 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 5592, + "IoU": 0.0, + "TN": 2447656, + "TP": 0, + "n_pred": 5592, + "n_ref": 0 + }, + "8": { + "Dice": 0.8998322599349748, + "FN": 4582, + "FP": 255, + "IoU": 0.8179046041486278, + "TN": 2426685, + "TP": 21726, + "n_pred": 21981, + "n_ref": 26308 + }, + "9": { + "Dice": 0.9106622015771848, + "FN": 5723, + "FP": 66, + "IoU": 0.835977786592622, + "TN": 2417954, + "TP": 29505, + "n_pred": 29571, + "n_ref": 35228 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0181.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0181.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9614756329975497, + "FN": 328, + "FP": 804, + "IoU": 0.9258094114562853, + "TN": 2788454, + "TP": 14126, + "n_pred": 14930, + "n_ref": 14454 + }, + "10": { + "Dice": 0.9313304721030042, + "FN": 2263, + "FP": 969, + "IoU": 0.8714859437751004, + "TN": 2778563, + "TP": 21917, + "n_pred": 22886, + "n_ref": 24180 + }, + "11": { + "Dice": 0.6283018867924528, + "FN": 698, + "FP": 90, + "IoU": 0.4580467675378267, + "TN": 2802258, + "TP": 666, + "n_pred": 756, + "n_ref": 1364 + }, + "12": { + "Dice": 0.6976744186046512, + "FN": 104, + "FP": 26, + "IoU": 0.5357142857142857, + "TN": 2803432, + "TP": 150, + "n_pred": 176, + "n_ref": 254 + }, + "13": { + "Dice": 0.7886140598581115, + "FN": 814, + "FP": 11313, + "IoU": 0.6510014964890065, + "TN": 2768964, + "TP": 22621, + "n_pred": 33934, + "n_ref": 23435 + }, + "14": { + "Dice": 0.39346326792156516, + "FN": 5320, + "FP": 76557, + "IoU": 0.2449139568769943, + "TN": 2695278, + "TP": 26557, + "n_pred": 103114, + "n_ref": 31877 + }, + "15": { + "Dice": 0.9299597908488422, + "FN": 660, + "FP": 3747, + "IoU": 0.8690886406844106, + "TN": 2770048, + "TP": 29257, + "n_pred": 33004, + "n_ref": 29917 + }, + "2": { + "Dice": 0.9501215066828675, + "FN": 573, + "FP": 1069, + "IoU": 0.9049823505584168, + "TN": 2786431, + "TP": 15639, + "n_pred": 16708, + "n_ref": 16212 + }, + "3": { + "Dice": 0.9789037914466897, + "FN": 2837, + "FP": 2050, + "IoU": 0.9586792931428089, + "TN": 2685442, + "TP": 113383, + "n_pred": 115433, + "n_ref": 116220 + }, + "4": { + "Dice": 0.7820651002371201, + "FN": 149, + "FP": 862, + "IoU": 0.6421238938053098, + "TN": 2800887, + "TP": 1814, + "n_pred": 2676, + "n_ref": 1963 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.964982332155477, + "FN": 1105, + "FP": 877, + "IoU": 0.9323341640777031, + "TN": 2774421, + "TP": 27309, + "n_pred": 28186, + "n_ref": 28414 + }, + "7": { + "Dice": 0.014199178859465074, + "FN": 10314, + "FP": 555374, + "IoU": 0.007150354007462765, + "TN": 2233950, + "TP": 4074, + "n_pred": 559448, + "n_ref": 14388 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9434147780345116, + "FN": 357, + "FP": 794, + "IoU": 0.8928903778150009, + "TN": 2792966, + "TP": 9595, + "n_pred": 10389, + "n_ref": 9952 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0184.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0184.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8794291703278672, + "FN": 7138, + "FP": 4251, + "IoU": 0.7848046255007181, + "TN": 1348932, + "TP": 41535, + "n_pred": 45786, + "n_ref": 48673 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5928664319008723, + "FN": 26936, + "FP": 927, + "IoU": 0.42132917964693667, + "TN": 1353706, + "TP": 20287, + "n_pred": 21214, + "n_ref": 47223 + }, + "14": { + "Dice": 0.9540319648844067, + "FN": 4901, + "FP": 1927, + "IoU": 0.9121043214088025, + "TN": 1324173, + "TP": 70855, + "n_pred": 72782, + "n_ref": 75756 + }, + "15": { + "Dice": 0.911203088588223, + "FN": 253, + "FP": 2300, + "IoU": 0.8368898543317148, + "TN": 1386204, + "TP": 13099, + "n_pred": 15399, + "n_ref": 13352 + }, + "2": { + "Dice": 0.932061978545888, + "FN": 26, + "FP": 31, + "IoU": 0.8727678571428571, + "TN": 1401408, + "TP": 391, + "n_pred": 422, + "n_ref": 417 + }, + "3": { + "Dice": 0.9726904098881235, + "FN": 229, + "FP": 330, + "IoU": 0.9468327943694123, + "TN": 1391342, + "TP": 9955, + "n_pred": 10285, + "n_ref": 10184 + }, + "4": { + "Dice": 0.8430130103858123, + "FN": 407, + "FP": 3780, + "IoU": 0.7286279084840236, + "TN": 1386427, + "TP": 11242, + "n_pred": 15022, + "n_ref": 11649 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9148398874267893, + "FN": 6978, + "FP": 4218, + "IoU": 0.8430459955420353, + "TN": 1330523, + "TP": 60137, + "n_pred": 64355, + "n_ref": 67115 + }, + "7": { + "Dice": 0.8994435375284487, + "FN": 1670, + "FP": 6769, + "IoU": 0.8172625105562894, + "TN": 1355675, + "TP": 37742, + "n_pred": 44511, + "n_ref": 39412 + }, + "8": { + "Dice": 0.8819641170915958, + "FN": 221, + "FP": 29, + "IoU": 0.7888513513513513, + "TN": 1400672, + "TP": 934, + "n_pred": 963, + "n_ref": 1155 + }, + "9": { + "Dice": 0.92040857605178, + "FN": 279, + "FP": 1295, + "IoU": 0.852552693208431, + "TN": 1391181, + "TP": 9101, + "n_pred": 10396, + "n_ref": 9380 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0224.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0224.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9258114374034003, + "FN": 1696, + "FP": 2336, + "IoU": 0.8618705035971223, + "TN": 1547898, + "TP": 25158, + "n_pred": 27494, + "n_ref": 26854 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8661874242161788, + "FN": 2004, + "FP": 1086, + "IoU": 0.763959972500191, + "TN": 1563997, + "TP": 10001, + "n_pred": 11087, + "n_ref": 12005 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9710805448607858, + "FN": 2625, + "FP": 3016, + "IoU": 0.9437867463876433, + "TN": 1476738, + "TP": 94709, + "n_pred": 97725, + "n_ref": 97334 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8577022336922666, + "FN": 271, + "FP": 1328, + "IoU": 0.7508569647865379, + "TN": 1570670, + "TP": 4819, + "n_pred": 6147, + "n_ref": 5090 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9376553397093035, + "FN": 3040, + "FP": 9502, + "IoU": 0.8826281853317985, + "TN": 1470231, + "TP": 94315, + "n_pred": 103817, + "n_ref": 97355 + }, + "7": { + "Dice": 0.9147312637936275, + "FN": 2990, + "FP": 29271, + "IoU": 0.8428615266216275, + "TN": 1371785, + "TP": 173042, + "n_pred": 202313, + "n_ref": 176032 + }, + "8": { + "Dice": 0.9743115805356469, + "FN": 1383, + "FP": 1341, + "IoU": 0.9499098966569821, + "TN": 1522706, + "TP": 51658, + "n_pred": 52999, + "n_ref": 53041 + }, + "9": { + "Dice": 0.4199288256227758, + "FN": 84, + "FP": 79, + "IoU": 0.26576576576576577, + "TN": 1576866, + "TP": 59, + "n_pred": 138, + "n_ref": 143 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0249.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0249.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9838678458698112, + "FN": 2015, + "FP": 2319, + "IoU": 0.9682479211692736, + "TN": 2316753, + "TP": 132161, + "n_pred": 134480, + "n_ref": 134176 + }, + "10": { + "Dice": 0.9412459532767521, + "FN": 1053, + "FP": 1633, + "IoU": 0.8890128507086484, + "TN": 2429047, + "TP": 21515, + "n_pred": 23148, + "n_ref": 22568 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9257851066064489, + "FN": 1743, + "FP": 1790, + "IoU": 0.8618248660487309, + "TN": 2427679, + "TP": 22036, + "n_pred": 23826, + "n_ref": 23779 + }, + "14": { + "Dice": 0.9407232012337151, + "FN": 87930, + "FP": 4321, + "IoU": 0.8880806247520512, + "TN": 1628985, + "TP": 732012, + "n_pred": 736333, + "n_ref": 819942 + }, + "15": { + "Dice": 0.8092777116127676, + "FN": 31654, + "FP": 3737, + "IoU": 0.6796527784063652, + "TN": 2342771, + "TP": 75086, + "n_pred": 78823, + "n_ref": 106740 + }, + "2": { + "Dice": 0.9739013409808225, + "FN": 817, + "FP": 812, + "IoU": 0.9491303125878275, + "TN": 2421225, + "TP": 30394, + "n_pred": 31206, + "n_ref": 31211 + }, + "3": { + "Dice": 0.9762588558082055, + "FN": 3192, + "FP": 2917, + "IoU": 0.953618853112449, + "TN": 2321535, + "TP": 125604, + "n_pred": 128521, + "n_ref": 128796 + }, + "4": { + "Dice": 0.8811946902654867, + "FN": 234, + "FP": 840, + "IoU": 0.7876211192406565, + "TN": 2448191, + "TP": 3983, + "n_pred": 4823, + "n_ref": 4217 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 304, + "IoU": 0.0, + "TN": 2452944, + "TP": 0, + "n_pred": 304, + "n_ref": 0 + }, + "6": { + "Dice": 0.8518498089121784, + "FN": 5663, + "FP": 13138, + "IoU": 0.7419323843904849, + "TN": 2380395, + "TP": 54052, + "n_pred": 67190, + "n_ref": 59715 + }, + "7": { + "Dice": 0.284385616041097, + "FN": 1087, + "FP": 68007, + "IoU": 0.16576313342911994, + "TN": 2370425, + "TP": 13729, + "n_pred": 81736, + "n_ref": 14816 + }, + "8": { + "Dice": 0.21818181818181817, + "FN": 12, + "FP": 31, + "IoU": 0.12244897959183673, + "TN": 2453199, + "TP": 6, + "n_pred": 37, + "n_ref": 18 + }, + "9": { + "Dice": 0.8861086557421636, + "FN": 2531, + "FP": 819, + "IoU": 0.7955072640703211, + "TN": 2436866, + "TP": 13032, + "n_pred": 13851, + "n_ref": 15563 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0268.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0268.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9765062791025821, + "FN": 477, + "FP": 1521, + "IoU": 0.9540911284207624, + "TN": 1183103, + "TP": 41523, + "n_pred": 43044, + "n_ref": 42000 + }, + "10": { + "Dice": 0.8080088987764182, + "FN": 1170, + "FP": 1419, + "IoU": 0.6778648749533408, + "TN": 1218587, + "TP": 5448, + "n_pred": 6867, + "n_ref": 6618 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6855672054203414, + "FN": 15022, + "FP": 1592, + "IoU": 0.52156885330876, + "TN": 1191898, + "TP": 18112, + "n_pred": 19704, + "n_ref": 33134 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.938997650743931, + "FN": 257, + "FP": 1301, + "IoU": 0.8850099638349693, + "TN": 1213075, + "TP": 11991, + "n_pred": 13292, + "n_ref": 12248 + }, + "3": { + "Dice": 0.9688495222929936, + "FN": 72, + "FP": 554, + "IoU": 0.9395811215133675, + "TN": 1216263, + "TP": 9735, + "n_pred": 10289, + "n_ref": 9807 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 443, + "IoU": 0.0, + "TN": 1226181, + "TP": 0, + "n_pred": 443, + "n_ref": 0 + }, + "5": { + "Dice": 0.8313349320543565, + "FN": 247, + "FP": 175, + "IoU": 0.7113543091655267, + "TN": 1225162, + "TP": 1040, + "n_pred": 1215, + "n_ref": 1287 + }, + "6": { + "Dice": 0.9617179440207487, + "FN": 12098, + "FP": 3784, + "IoU": 0.9262588508415555, + "TN": 1011249, + "TP": 199493, + "n_pred": 203277, + "n_ref": 211591 + }, + "7": { + "Dice": 0.8273622047244095, + "FN": 274, + "FP": 1480, + "IoU": 0.7055564881651838, + "TN": 1220667, + "TP": 4203, + "n_pred": 5683, + "n_ref": 4477 + }, + "8": { + "Dice": 0.889112396278602, + "FN": 419, + "FP": 22, + "IoU": 0.8003621548211861, + "TN": 1224415, + "TP": 1768, + "n_pred": 1790, + "n_ref": 2187 + }, + "9": { + "Dice": 0.91824081945798, + "FN": 540, + "FP": 3403, + "IoU": 0.8488403296913936, + "TN": 1200539, + "TP": 22142, + "n_pred": 25545, + "n_ref": 22682 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0279.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0279.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 732, + "IoU": 0.0, + "TN": 2277284, + "TP": 0, + "n_pred": 732, + "n_ref": 0 + }, + "10": { + "Dice": 0.9189211950228435, + "FN": 1215, + "FP": 2636, + "IoU": 0.8500038949910416, + "TN": 2252342, + "TP": 21823, + "n_pred": 24459, + "n_ref": 23038 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9298372359865709, + "FN": 2909, + "FP": 2044, + "IoU": 0.8688745929632277, + "TN": 2240243, + "TP": 32820, + "n_pred": 34864, + "n_ref": 35729 + }, + "14": { + "Dice": 0.9192426997539844, + "FN": 13306, + "FP": 1794, + "IoU": 0.85055423594616, + "TN": 2176976, + "TP": 85940, + "n_pred": 87734, + "n_ref": 99246 + }, + "15": { + "Dice": 0.787407822272006, + "FN": 167, + "FP": 8943, + "IoU": 0.649359147069012, + "TN": 2252035, + "TP": 16871, + "n_pred": 25814, + "n_ref": 17038 + }, + "2": { + "Dice": 0.8690176322418136, + "FN": 1, + "FP": 311, + "IoU": 0.7683741648106904, + "TN": 2276669, + "TP": 1035, + "n_pred": 1346, + "n_ref": 1036 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8720186822862831, + "FN": 2044, + "FP": 1299, + "IoU": 0.7730790116752647, + "TN": 2263284, + "TP": 11389, + "n_pred": 12688, + "n_ref": 13433 + }, + "5": { + "Dice": 0.7101449275362319, + "FN": 27, + "FP": 93, + "IoU": 0.550561797752809, + "TN": 2277749, + "TP": 147, + "n_pred": 240, + "n_ref": 174 + }, + "6": { + "Dice": 0.972319372833427, + "FN": 4874, + "FP": 5874, + "IoU": 0.9461299037174777, + "TN": 2078499, + "TP": 188769, + "n_pred": 194643, + "n_ref": 193643 + }, + "7": { + "Dice": 0.7112542629784009, + "FN": 154, + "FP": 1370, + "IoU": 0.551896501029109, + "TN": 2274615, + "TP": 1877, + "n_pred": 3247, + "n_ref": 2031 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 2278013, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "9": { + "Dice": 0.9133625847626645, + "FN": 439, + "FP": 1733, + "IoU": 0.8405403421187871, + "TN": 2264395, + "TP": 11449, + "n_pred": 13182, + "n_ref": 11888 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0296.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0296.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9544510221307725, + "FN": 5883, + "FP": 10144, + "IoU": 0.9128706950447144, + "TN": 3495927, + "TP": 167918, + "n_pred": 178062, + "n_ref": 173801 + }, + "10": { + "Dice": 0.40867177071666383, + "FN": 27684, + "FP": 10857, + "IoU": 0.25681173952447983, + "TN": 3628013, + "TP": 13318, + "n_pred": 24175, + "n_ref": 41002 + }, + "11": { + "Dice": 0.0, + "FN": 113, + "FP": 0, + "IoU": 0.0, + "TN": 3679759, + "TP": 0, + "n_pred": 0, + "n_ref": 113 + }, + "12": { + "Dice": 0.42293185818456125, + "FN": 15, + "FP": 2280, + "IoU": 0.26817602040816324, + "TN": 3676736, + "TP": 841, + "n_pred": 3121, + "n_ref": 856 + }, + "13": { + "Dice": 0.09531739423496292, + "FN": 18798, + "FP": 4019, + "IoU": 0.050043715391981346, + "TN": 3655853, + "TP": 1202, + "n_pred": 5221, + "n_ref": 20000 + }, + "14": { + "Dice": 0.0, + "FN": 9007, + "FP": 0, + "IoU": 0.0, + "TN": 3670865, + "TP": 0, + "n_pred": 0, + "n_ref": 9007 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 258, + "IoU": 0.0, + "TN": 3679614, + "TP": 0, + "n_pred": 258, + "n_ref": 0 + }, + "2": { + "Dice": 0.28107798450770877, + "FN": 114498, + "FP": 958, + "IoU": 0.16351991653746395, + "TN": 3541846, + "TP": 22570, + "n_pred": 23528, + "n_ref": 137068 + }, + "3": { + "Dice": 0.5315728388251605, + "FN": 2667, + "FP": 250390, + "IoU": 0.3620015026144483, + "TN": 3283230, + "TP": 143585, + "n_pred": 393975, + "n_ref": 146252 + }, + "4": { + "Dice": 0.020185700047211878, + "FN": 93303, + "FP": 88, + "IoU": 0.010195754242048478, + "TN": 3585519, + "TP": 962, + "n_pred": 1050, + "n_ref": 94265 + }, + "5": { + "Dice": 0.703862660944206, + "FN": 46, + "FP": 161, + "IoU": 0.543046357615894, + "TN": 3679419, + "TP": 246, + "n_pred": 407, + "n_ref": 292 + }, + "6": { + "Dice": 0.7760644466173984, + "FN": 276145, + "FP": 7144, + "IoU": 0.6340729660745471, + "TN": 2905704, + "TP": 490879, + "n_pred": 498023, + "n_ref": 767024 + }, + "7": { + "Dice": 0.5574533596790031, + "FN": 46283, + "FP": 26731, + "IoU": 0.38643697478991595, + "TN": 3560872, + "TP": 45986, + "n_pred": 72717, + "n_ref": 92269 + }, + "8": { + "Dice": 0.7864506627393225, + "FN": 121, + "FP": 24, + "IoU": 0.6480582524271845, + "TN": 3679460, + "TP": 267, + "n_pred": 291, + "n_ref": 388 + }, + "9": { + "Dice": 0.7670183665494333, + "FN": 1546, + "FP": 1435, + "IoU": 0.6220841784989858, + "TN": 3671984, + "TP": 4907, + "n_pred": 6342, + "n_ref": 6453 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0330.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0330.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9515904466102603, + "FN": 205, + "FP": 699, + "IoU": 0.9076514455000511, + "TN": 2268227, + "TP": 8885, + "n_pred": 9584, + "n_ref": 9090 + }, + "10": { + "Dice": 0.9216515692383881, + "FN": 1438, + "FP": 2359, + "IoU": 0.8546880979716801, + "TN": 2251886, + "TP": 22333, + "n_pred": 24692, + "n_ref": 23771 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.11764705882352941, + "FN": 12, + "FP": 3, + "IoU": 0.0625, + "TN": 2278000, + "TP": 1, + "n_pred": 4, + "n_ref": 13 + }, + "13": { + "Dice": 0.9191342560269415, + "FN": 1671, + "FP": 2267, + "IoU": 0.8503685690402006, + "TN": 2251698, + "TP": 22380, + "n_pred": 24647, + "n_ref": 24051 + }, + "14": { + "Dice": 0.9666371518786441, + "FN": 293, + "FP": 1704, + "IoU": 0.9354285899052608, + "TN": 2247089, + "TP": 28930, + "n_pred": 30634, + "n_ref": 29223 + }, + "15": { + "Dice": 0.9718306268641497, + "FN": 3653, + "FP": 2977, + "IoU": 0.9452048001586829, + "TN": 2157020, + "TP": 114366, + "n_pred": 117343, + "n_ref": 118019 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9405231984205331, + "FN": 545, + "FP": 419, + "IoU": 0.887724202189611, + "TN": 2269430, + "TP": 7622, + "n_pred": 8041, + "n_ref": 8167 + }, + "4": { + "Dice": 0.6860108516159471, + "FN": 41, + "FP": 1290, + "IoU": 0.5220825852782764, + "TN": 2275231, + "TP": 1454, + "n_pred": 2744, + "n_ref": 1495 + }, + "5": { + "Dice": 0.6798743657888379, + "FN": 110, + "FP": 2540, + "IoU": 0.5150073206442167, + "TN": 2272552, + "TP": 2814, + "n_pred": 5354, + "n_ref": 2924 + }, + "6": { + "Dice": 0.9404736198085367, + "FN": 2378, + "FP": 3411, + "IoU": 0.8876358695652173, + "TN": 2226496, + "TP": 45731, + "n_pred": 49142, + "n_ref": 48109 + }, + "7": { + "Dice": 0.9846123101518784, + "FN": 3763, + "FP": 6863, + "IoU": 0.9696910057075379, + "TN": 1927427, + "TP": 339963, + "n_pred": 346826, + "n_ref": 343726 + }, + "8": { + "Dice": 0.9391041109112447, + "FN": 2883, + "FP": 2669, + "IoU": 0.8851991232786072, + "TN": 2229654, + "TP": 42810, + "n_pred": 45479, + "n_ref": 45693 + }, + "9": { + "Dice": 0.5187032418952618, + "FN": 74, + "FP": 119, + "IoU": 0.3501683501683502, + "TN": 2277719, + "TP": 104, + "n_pred": 223, + "n_ref": 178 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0336.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0336.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7099236641221374, + "FN": 16, + "FP": 212, + "IoU": 0.5502958579881657, + "TN": 1751813, + "TP": 279, + "n_pred": 491, + "n_ref": 295 + }, + "10": { + "Dice": 0.8955212429270164, + "FN": 3201, + "FP": 2246, + "IoU": 0.8108089333472266, + "TN": 1723529, + "TP": 23344, + "n_pred": 25590, + "n_ref": 26545 + }, + "11": { + "Dice": 0.33093525179856115, + "FN": 85, + "FP": 8, + "IoU": 0.19827586206896552, + "TN": 1752204, + "TP": 23, + "n_pred": 31, + "n_ref": 108 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7793747896497792, + "FN": 19348, + "FP": 2940, + "IoU": 0.6385045819479361, + "TN": 1690665, + "TP": 39367, + "n_pred": 42307, + "n_ref": 58715 + }, + "14": { + "Dice": 0.7164864767356559, + "FN": 8255, + "FP": 15320, + "IoU": 0.558222771906154, + "TN": 1698956, + "TP": 29789, + "n_pred": 45109, + "n_ref": 38044 + }, + "15": { + "Dice": 0.8834748098335354, + "FN": 86, + "FP": 6256, + "IoU": 0.7912717219589257, + "TN": 1721936, + "TP": 24042, + "n_pred": 30298, + "n_ref": 24128 + }, + "2": { + "Dice": 0.9655419956927495, + "FN": 191, + "FP": 289, + "IoU": 0.9333795975017349, + "TN": 1745115, + "TP": 6725, + "n_pred": 7014, + "n_ref": 6916 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 98, + "IoU": 0.0, + "TN": 1752222, + "TP": 0, + "n_pred": 98, + "n_ref": 0 + }, + "4": { + "Dice": 0.8414725770097671, + "FN": 166, + "FP": 45, + "IoU": 0.7263294422827496, + "TN": 1751549, + "TP": 560, + "n_pred": 605, + "n_ref": 726 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9555016181229773, + "FN": 653, + "FP": 667, + "IoU": 0.9147947327652982, + "TN": 1736828, + "TP": 14172, + "n_pred": 14839, + "n_ref": 14825 + }, + "7": { + "Dice": 0.7121882643531424, + "FN": 393, + "FP": 131044, + "IoU": 0.5530220331432342, + "TN": 1458263, + "TP": 162620, + "n_pred": 293664, + "n_ref": 163013 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9372994774956458, + "FN": 650, + "FP": 718, + "IoU": 0.8819977572673164, + "TN": 1740727, + "TP": 10225, + "n_pred": 10943, + "n_ref": 10875 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0348.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0348.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9391528557615647, + "FN": 2206, + "FP": 1381, + "IoU": 0.8852857462662701, + "TN": 1195355, + "TP": 27682, + "n_pred": 29063, + "n_ref": 29888 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9238275644337294, + "FN": 517, + "FP": 810, + "IoU": 0.8584382334115639, + "TN": 1217250, + "TP": 8047, + "n_pred": 8857, + "n_ref": 8564 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 47, + "IoU": 0.0, + "TN": 1226577, + "TP": 0, + "n_pred": 47, + "n_ref": 0 + }, + "2": { + "Dice": 0.9635612995871478, + "FN": 4, + "FP": 199, + "IoU": 0.9296847939037063, + "TN": 1223737, + "TP": 2684, + "n_pred": 2883, + "n_ref": 2688 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.927791100452971, + "FN": 243, + "FP": 1654, + "IoU": 0.8653081510934394, + "TN": 1212540, + "TP": 12187, + "n_pred": 13841, + "n_ref": 12430 + }, + "5": { + "Dice": 0.491725768321513, + "FN": 178, + "FP": 37, + "IoU": 0.32601880877742945, + "TN": 1226305, + "TP": 104, + "n_pred": 141, + "n_ref": 282 + }, + "6": { + "Dice": 0.9809052015311867, + "FN": 3950, + "FP": 1138, + "IoU": 0.9625259622608158, + "TN": 1090850, + "TP": 130686, + "n_pred": 131824, + "n_ref": 134636 + }, + "7": { + "Dice": 0.9652784963735737, + "FN": 1110, + "FP": 2581, + "IoU": 0.9328872483953671, + "TN": 1171627, + "TP": 51306, + "n_pred": 53887, + "n_ref": 52416 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0361.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0361.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.973639648528647, + "FN": 1663, + "FP": 314, + "IoU": 0.9486333402618998, + "TN": 1538600, + "TP": 36511, + "n_pred": 36825, + "n_ref": 38174 + }, + "10": { + "Dice": 0.9169251010243398, + "FN": 2124, + "FP": 3180, + "IoU": 0.8465943600867679, + "TN": 1542513, + "TP": 29271, + "n_pred": 32451, + "n_ref": 31395 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 1577083, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "13": { + "Dice": 0.8749319896860881, + "FN": 2539, + "FP": 2748, + "IoU": 0.7776703111858705, + "TN": 1553308, + "TP": 18493, + "n_pred": 21241, + "n_ref": 21032 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9700975638716828, + "FN": 1849, + "FP": 1173, + "IoU": 0.9419315168517736, + "TN": 1525046, + "TP": 49020, + "n_pred": 50193, + "n_ref": 50869 + }, + "3": { + "Dice": 0.9601571810480883, + "FN": 1043, + "FP": 194, + "IoU": 0.9233676124395985, + "TN": 1560946, + "TP": 14905, + "n_pred": 15099, + "n_ref": 15948 + }, + "4": { + "Dice": 0.9302188923167328, + "FN": 357, + "FP": 118, + "IoU": 0.8695413347981323, + "TN": 1573447, + "TP": 3166, + "n_pred": 3284, + "n_ref": 3523 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.969316858827506, + "FN": 725, + "FP": 909, + "IoU": 0.9404605742603119, + "TN": 1549644, + "TP": 25810, + "n_pred": 26719, + "n_ref": 26535 + }, + "7": { + "Dice": 0.96423168886937, + "FN": 635, + "FP": 1564, + "IoU": 0.9309337604824273, + "TN": 1545249, + "TP": 29640, + "n_pred": 31204, + "n_ref": 30275 + }, + "8": { + "Dice": 0.9702343255224826, + "FN": 125, + "FP": 110, + "IoU": 0.942189421894219, + "TN": 1573023, + "TP": 3830, + "n_pred": 3940, + "n_ref": 3955 + }, + "9": { + "Dice": 0.9540354686934491, + "FN": 519, + "FP": 1767, + "IoU": 0.9121107266435986, + "TN": 1551078, + "TP": 23724, + "n_pred": 25491, + "n_ref": 24243 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0400.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0400.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": 0.7596506822649348, + "FN": 4013.7155555555555, + "FP": 3485.4911111111114, + "IoU": 0.6746753108566748, + "TN": 2019268.24, + "TP": 29288.02, + "n_pred": 32773.51111111111, + "n_ref": 33301.735555555555 + }, + "mean": { + "1": { + "Dice": 0.8682552682649083, + "FN": 1034.9, + "FP": 1230.2, + "IoU": 0.8121451980143866, + "TN": 2026734.5333333334, + "TP": 27055.833333333332, + "n_pred": 28286.033333333333, + "n_ref": 28090.733333333334 + }, + "10": { + "Dice": 0.8361946792584751, + "FN": 4752.3, + "FP": 2752.4333333333334, + "IoU": 0.7339480025918385, + "TN": 2027372.6666666667, + "TP": 21178.066666666666, + "n_pred": 23930.5, + "n_ref": 25930.366666666665 + }, + "11": { + "Dice": 0.5931437026303494, + "FN": 121.2, + "FP": 110.8, + "IoU": 0.4803377239451355, + "TN": 2055499.5, + "TP": 323.96666666666664, + "n_pred": 434.76666666666665, + "n_ref": 445.1666666666667 + }, + "12": { + "Dice": 0.48774897220293356, + "FN": 264.5, + "FP": 133.9, + "IoU": 0.3834001089717696, + "TN": 2055117.5666666667, + "TP": 539.5, + "n_pred": 673.4, + "n_ref": 804.0 + }, + "13": { + "Dice": 0.7506751860003028, + "FN": 4886.133333333333, + "FP": 3186.4333333333334, + "IoU": 0.6256721173621246, + "TN": 2034685.9, + "TP": 13297.0, + "n_pred": 16483.433333333334, + "n_ref": 18183.133333333335 + }, + "14": { + "Dice": 0.8069859488339429, + "FN": 2505.5666666666666, + "FP": 4565.466666666666, + "IoU": 0.7158883478982964, + "TN": 2017574.1, + "TP": 31410.333333333332, + "n_pred": 35975.8, + "n_ref": 33915.9 + }, + "15": { + "Dice": 0.6574739283459187, + "FN": 2589.0666666666666, + "FP": 4550.466666666666, + "IoU": 0.5581804100373444, + "TN": 2030173.6666666667, + "TP": 18742.266666666666, + "n_pred": 23292.733333333334, + "n_ref": 21331.333333333332 + }, + "2": { + "Dice": 0.9101283253309864, + "FN": 1688.2333333333333, + "FP": 3758.2, + "IoU": 0.8508358560783802, + "TN": 2005001.8, + "TP": 45607.23333333333, + "n_pred": 49365.433333333334, + "n_ref": 47295.46666666667 + }, + "3": { + "Dice": 0.8681828740287396, + "FN": 20370.466666666667, + "FP": 2091.0, + "IoU": 0.8279513368780801, + "TN": 1996806.9666666666, + "TP": 36787.03333333333, + "n_pred": 38878.03333333333, + "n_ref": 57157.5 + }, + "4": { + "Dice": 0.7115469883210145, + "FN": 1589.9333333333334, + "FP": 2326.0333333333333, + "IoU": 0.6111651465507291, + "TN": 2041967.3666666667, + "TP": 10172.133333333333, + "n_pred": 12498.166666666666, + "n_ref": 11762.066666666668 + }, + "5": { + "Dice": 0.5967363581616664, + "FN": 165.03333333333333, + "FP": 180.96666666666667, + "IoU": 0.48954686381626367, + "TN": 2054971.4, + "TP": 738.0666666666667, + "n_pred": 919.0333333333333, + "n_ref": 903.1 + }, + "6": { + "Dice": 0.9237979020196405, + "FN": 8878.333333333334, + "FP": 17993.3, + "IoU": 0.8730451736018257, + "TN": 1902725.5666666667, + "TP": 126458.26666666666, + "n_pred": 144451.56666666668, + "n_ref": 135336.6 + }, + "7": { + "Dice": 0.7911249594287945, + "FN": 10019.3, + "FP": 7421.933333333333, + "IoU": 0.714803722447243, + "TN": 1949240.1666666667, + "TP": 89374.06666666667, + "n_pred": 96796.0, + "n_ref": 99393.36666666667 + }, + "8": { + "Dice": 0.7521821642622639, + "FN": 387.93333333333334, + "FP": 978.5666666666667, + "IoU": 0.6921141994215866, + "TN": 2045812.1333333333, + "TP": 8876.833333333334, + "n_pred": 9855.4, + "n_ref": 9264.766666666666 + }, + "9": { + "Dice": 0.8405829768840872, + "FN": 952.8333333333334, + "FP": 1002.6666666666666, + "IoU": 0.7510954552351166, + "TN": 2045340.2666666666, + "TP": 8759.7, + "n_pred": 9762.366666666667, + "n_ref": 9712.533333333333 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9619844590555887, + "FN": 796, + "FP": 1112, + "IoU": 0.9267534262351722, + "TN": 850111, + "TP": 24141, + "n_pred": 25253, + "n_ref": 24937 + }, + "10": { + "Dice": 0.8576842290800664, + "FN": 6284, + "FP": 3405, + "IoU": 0.7508293686511508, + "TN": 837275, + "TP": 29196, + "n_pred": 32601, + "n_ref": 35480 + }, + "11": { + "Dice": 0.5454545454545454, + "FN": 15, + "FP": 0, + "IoU": 0.375, + "TN": 876136, + "TP": 9, + "n_pred": 9, + "n_ref": 24 + }, + "12": { + "Dice": 0.7709637046307884, + "FN": 926, + "FP": 355, + "IoU": 0.6272912423625254, + "TN": 872723, + "TP": 2156, + "n_pred": 2511, + "n_ref": 3082 + }, + "13": { + "Dice": 0.7382448471602465, + "FN": 4513, + "FP": 4110, + "IoU": 0.5850935861040273, + "TN": 855377, + "TP": 12160, + "n_pred": 16270, + "n_ref": 16673 + }, + "14": { + "Dice": 0.8625913384423454, + "FN": 1680, + "FP": 6030, + "IoU": 0.758382952052648, + "TN": 844250, + "TP": 24200, + "n_pred": 30230, + "n_ref": 25880 + }, + "15": { + "Dice": 0.5614489003880984, + "FN": 1109, + "FP": 925, + "IoU": 0.3902877697841727, + "TN": 872824, + "TP": 1302, + "n_pred": 2227, + "n_ref": 2411 + }, + "2": { + "Dice": 0.6, + "FN": 4, + "FP": 4, + "IoU": 0.42857142857142855, + "TN": 876146, + "TP": 6, + "n_pred": 10, + "n_ref": 10 + }, + "3": { + "Dice": 0.9407495409871477, + "FN": 1912, + "FP": 831, + "IoU": 0.8881275745340348, + "TN": 851641, + "TP": 21776, + "n_pred": 22607, + "n_ref": 23688 + }, + "4": { + "Dice": 0.4642857142857143, + "FN": 5, + "FP": 25, + "IoU": 0.3023255813953488, + "TN": 876117, + "TP": 13, + "n_pred": 38, + "n_ref": 18 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9023841655420602, + "FN": 2859, + "FP": 1481, + "IoU": 0.8221311475409836, + "TN": 851760, + "TP": 20060, + "n_pred": 21541, + "n_ref": 22919 + }, + "7": { + "Dice": 0.7048023799405014, + "FN": 3742, + "FP": 3204, + "IoU": 0.5441659010368814, + "TN": 860922, + "TP": 8292, + "n_pred": 11496, + "n_ref": 12034 + }, + "8": { + "Dice": 0.9415971394517283, + "FN": 982, + "FP": 782, + "IoU": 0.8896396396396397, + "TN": 860176, + "TP": 14220, + "n_pred": 15002, + "n_ref": 15202 + }, + "9": { + "Dice": 0.9507964896227592, + "FN": 1132, + "FP": 1234, + "IoU": 0.9062078807579481, + "TN": 850934, + "TP": 22860, + "n_pred": 24094, + "n_ref": 23992 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0004.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0004.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8698810547037458, + "FN": 3055, + "FP": 6331, + "IoU": 0.7697252208047105, + "TN": 2587720, + "TP": 31374, + "n_pred": 37705, + "n_ref": 34429 + }, + "10": { + "Dice": 0.4796844483590549, + "FN": 8708, + "FP": 4879, + "IoU": 0.3155163727959698, + "TN": 2608630, + "TP": 6263, + "n_pred": 11142, + "n_ref": 14971 + }, + "11": { + "Dice": 0.5601209982354424, + "FN": 1313, + "FP": 432, + "IoU": 0.38900560224089636, + "TN": 2625624, + "TP": 1111, + "n_pred": 1543, + "n_ref": 2424 + }, + "12": { + "Dice": 0.0, + "FN": 604, + "FP": 712, + "IoU": 0.0, + "TN": 2627164, + "TP": 0, + "n_pred": 712, + "n_ref": 604 + }, + "13": { + "Dice": 0.5732704229988479, + "FN": 8330, + "FP": 7226, + "IoU": 0.4018073447413959, + "TN": 2602475, + "TP": 10449, + "n_pred": 17675, + "n_ref": 18779 + }, + "14": { + "Dice": 0.42225182599108824, + "FN": 2596, + "FP": 9981, + "IoU": 0.2676294182728702, + "TN": 2611307, + "TP": 4596, + "n_pred": 14577, + "n_ref": 7192 + }, + "15": { + "Dice": 0.8741119390053717, + "FN": 9790, + "FP": 4740, + "IoU": 0.7763755290496345, + "TN": 2563505, + "TP": 50445, + "n_pred": 55185, + "n_ref": 60235 + }, + "2": { + "Dice": 0.8618523489932886, + "FN": 1518, + "FP": 1055, + "IoU": 0.7572412491744505, + "TN": 2617881, + "TP": 8026, + "n_pred": 9081, + "n_ref": 9544 + }, + "3": { + "Dice": 0.10226787545228175, + "FN": 575945, + "FP": 171, + "IoU": 0.0538895211444318, + "TN": 2019549, + "TP": 32815, + "n_pred": 32986, + "n_ref": 608760 + }, + "4": { + "Dice": 0.782757855225718, + "FN": 10362, + "FP": 403, + "IoU": 0.6430584568453861, + "TN": 2598321, + "TP": 19394, + "n_pred": 19797, + "n_ref": 29756 + }, + "5": { + "Dice": 0.7372782597436229, + "FN": 1183, + "FP": 846, + "IoU": 0.5838802296964725, + "TN": 2623604, + "TP": 2847, + "n_pred": 3693, + "n_ref": 4030 + }, + "6": { + "Dice": 0.3187977552801288, + "FN": 6792, + "FP": 377278, + "IoU": 0.1896248689182831, + "TN": 2154539, + "TP": 89871, + "n_pred": 467149, + "n_ref": 96663 + }, + "7": { + "Dice": 0.7828462079455685, + "FN": 53611, + "FP": 12774, + "IoU": 0.6431777258190223, + "TN": 2442435, + "TP": 119660, + "n_pred": 132434, + "n_ref": 173271 + }, + "8": { + "Dice": 0.9074286723787651, + "FN": 343, + "FP": 1753, + "IoU": 0.8305441021909613, + "TN": 2616111, + "TP": 10273, + "n_pred": 12026, + "n_ref": 10616 + }, + "9": { + "Dice": 0.7152409499654139, + "FN": 2369, + "FP": 2571, + "IoU": 0.5567121320890165, + "TN": 2617336, + "TP": 6204, + "n_pred": 8775, + "n_ref": 8573 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0005.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0005.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9041351537177095, + "FN": 203, + "FP": 1749, + "IoU": 0.8250425741686833, + "TN": 2091627, + "TP": 9205, + "n_pred": 10954, + "n_ref": 9408 + }, + "10": { + "Dice": 0.5681686417290879, + "FN": 14100, + "FP": 4521, + "IoU": 0.39681254251562953, + "TN": 2071913, + "TP": 12250, + "n_pred": 16771, + "n_ref": 26350 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 8, + "FP": 0, + "IoU": 0.0, + "TN": 2102776, + "TP": 0, + "n_pred": 0, + "n_ref": 8 + }, + "13": { + "Dice": 0.6461410534147356, + "FN": 31390, + "FP": 952, + "IoU": 0.47725876838532405, + "TN": 2040914, + "TP": 29528, + "n_pred": 30480, + "n_ref": 60918 + }, + "14": { + "Dice": 0.9070551956787185, + "FN": 4189, + "FP": 302, + "IoU": 0.8299185760272676, + "TN": 2076379, + "TP": 21914, + "n_pred": 22216, + "n_ref": 26103 + }, + "15": { + "Dice": 0.8909524620889419, + "FN": 2034, + "FP": 1806, + "IoU": 0.8033492087878322, + "TN": 2083257, + "TP": 15687, + "n_pred": 17493, + "n_ref": 17721 + }, + "2": { + "Dice": 0.9504421944231899, + "FN": 1287, + "FP": 1498, + "IoU": 0.9055644094808586, + "TN": 2073293, + "TP": 26706, + "n_pred": 28204, + "n_ref": 27993 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 113, + "IoU": 0.0, + "TN": 2102671, + "TP": 0, + "n_pred": 113, + "n_ref": 0 + }, + "4": { + "Dice": 0.8991899802600232, + "FN": 2276, + "FP": 5129, + "IoU": 0.8168439277764037, + "TN": 2062354, + "TP": 33025, + "n_pred": 38154, + "n_ref": 35301 + }, + "5": { + "Dice": 0.754325259515571, + "FN": 106, + "FP": 36, + "IoU": 0.6055555555555555, + "TN": 2102424, + "TP": 218, + "n_pred": 254, + "n_ref": 324 + }, + "6": { + "Dice": 0.893274224475763, + "FN": 6852, + "FP": 12239, + "IoU": 0.8071323937970399, + "TN": 2003799, + "TP": 79894, + "n_pred": 92133, + "n_ref": 86746 + }, + "7": { + "Dice": 0.8309063029771996, + "FN": 104459, + "FP": 37577, + "IoU": 0.7107268691065355, + "TN": 1611774, + "TP": 348974, + "n_pred": 386551, + "n_ref": 453433 + }, + "8": { + "Dice": 0.0, + "FN": 2, + "FP": 0, + "IoU": 0.0, + "TN": 2102782, + "TP": 0, + "n_pred": 0, + "n_ref": 2 + }, + "9": { + "Dice": 0.38422205989773556, + "FN": 322, + "FP": 521, + "IoU": 0.23779385171790235, + "TN": 2101678, + "TP": 263, + "n_pred": 784, + "n_ref": 585 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0050.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0050.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8437099048514336, + "FN": 8756, + "FP": 3547, + "IoU": 0.7296697501702885, + "TN": 1356345, + "TP": 33208, + "n_pred": 36755, + "n_ref": 41964 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7697201577319437, + "FN": 9525, + "FP": 6184, + "IoU": 0.6256464027834044, + "TN": 1359893, + "TP": 26254, + "n_pred": 32438, + "n_ref": 35779 + }, + "14": { + "Dice": 0.7373074206795532, + "FN": 1231, + "FP": 18855, + "IoU": 0.5839168082197456, + "TN": 1353582, + "TP": 28188, + "n_pred": 47043, + "n_ref": 29419 + }, + "15": { + "Dice": 0.42852945889642646, + "FN": 746, + "FP": 42048, + "IoU": 0.2726932816669216, + "TN": 1343017, + "TP": 16045, + "n_pred": 58093, + "n_ref": 16791 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9284690840956684, + "FN": 577, + "FP": 72, + "IoU": 0.8664883768771857, + "TN": 1396995, + "TP": 4212, + "n_pred": 4284, + "n_ref": 4789 + }, + "4": { + "Dice": 0.8613833660039205, + "FN": 1059, + "FP": 921, + "IoU": 0.7565174618789966, + "TN": 1393724, + "TP": 6152, + "n_pred": 7073, + "n_ref": 7211 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.954925604742778, + "FN": 4839, + "FP": 5676, + "IoU": 0.9137393558548951, + "TN": 1279958, + "TP": 111383, + "n_pred": 117059, + "n_ref": 116222 + }, + "7": { + "Dice": 0.8387023372232877, + "FN": 6469, + "FP": 3455, + "IoU": 0.7222113365990203, + "TN": 1366131, + "TP": 25801, + "n_pred": 29256, + "n_ref": 32270 + }, + "8": { + "Dice": 0.8931085587254539, + "FN": 308, + "FP": 846, + "IoU": 0.8068619246861924, + "TN": 1395881, + "TP": 4821, + "n_pred": 5667, + "n_ref": 5129 + }, + "9": { + "Dice": 0.9404035940491973, + "FN": 773, + "FP": 1250, + "IoU": 0.8875111209964412, + "TN": 1383872, + "TP": 15961, + "n_pred": 17211, + "n_ref": 16734 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0075.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0075.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2832, + "IoU": 0.0, + "TN": 1924720, + "TP": 0, + "n_pred": 2832, + "n_ref": 0 + }, + "10": { + "Dice": 0.887112166776239, + "FN": 1634, + "FP": 3689, + "IoU": 0.7971263053586402, + "TN": 1901314, + "TP": 20915, + "n_pred": 24604, + "n_ref": 22549 + }, + "11": { + "Dice": 0.0, + "FN": 6, + "FP": 0, + "IoU": 0.0, + "TN": 1927546, + "TP": 0, + "n_pred": 0, + "n_ref": 6 + }, + "12": { + "Dice": 0.7732453509298141, + "FN": 624, + "FP": 888, + "IoU": 0.630317848410758, + "TN": 1923462, + "TP": 2578, + "n_pred": 3466, + "n_ref": 3202 + }, + "13": { + "Dice": 0.8708527936343193, + "FN": 2148, + "FP": 1585, + "IoU": 0.7712482382498927, + "TN": 1911233, + "TP": 12586, + "n_pred": 14171, + "n_ref": 14734 + }, + "14": { + "Dice": 0.917451670260659, + "FN": 9830, + "FP": 3262, + "IoU": 0.847492573824917, + "TN": 1841707, + "TP": 72753, + "n_pred": 76015, + "n_ref": 82583 + }, + "15": { + "Dice": 0.7861961598339388, + "FN": 504, + "FP": 10208, + "IoU": 0.6477126977340744, + "TN": 1897145, + "TP": 19695, + "n_pred": 29903, + "n_ref": 20199 + }, + "2": { + "Dice": 0.9426690564884488, + "FN": 1967, + "FP": 4974, + "IoU": 0.8915553472384969, + "TN": 1863547, + "TP": 57064, + "n_pred": 62038, + "n_ref": 59031 + }, + "3": { + "Dice": 0.7978723404255319, + "FN": 64, + "FP": 12, + "IoU": 0.6637168141592921, + "TN": 1927326, + "TP": 150, + "n_pred": 162, + "n_ref": 214 + }, + "4": { + "Dice": 0.7931509148900453, + "FN": 2767, + "FP": 3394, + "IoU": 0.6572080342736327, + "TN": 1909579, + "TP": 11812, + "n_pred": 15206, + "n_ref": 14579 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9572380567709677, + "FN": 38686, + "FP": 8215, + "IoU": 0.9179833067236516, + "TN": 1355705, + "TP": 524946, + "n_pred": 533161, + "n_ref": 563632 + }, + "7": { + "Dice": 0.9547783509661625, + "FN": 3163, + "FP": 2009, + "IoU": 0.9134697428518846, + "TN": 1867781, + "TP": 54599, + "n_pred": 56608, + "n_ref": 57762 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 6020, + "IoU": 0.0, + "TN": 1921532, + "TP": 0, + "n_pred": 6020, + "n_ref": 0 + }, + "9": { + "Dice": 0.3439429928741093, + "FN": 1373, + "FP": 8, + "IoU": 0.2076878944348824, + "TN": 1925809, + "TP": 362, + "n_pred": 370, + "n_ref": 1735 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0083.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0083.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9717891889861388, + "FN": 1412, + "FP": 2343, + "IoU": 0.9451264065468362, + "TN": 982962, + "TP": 64675, + "n_pred": 67018, + "n_ref": 66087 + }, + "10": { + "Dice": 0.8499116587503729, + "FN": 3870, + "FP": 2671, + "IoU": 0.7389968476916324, + "TN": 1026331, + "TP": 18520, + "n_pred": 21191, + "n_ref": 22390 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8656068056351625, + "FN": 1751, + "FP": 2704, + "IoU": 0.7630571215828104, + "TN": 1032590, + "TP": 14347, + "n_pred": 17051, + "n_ref": 16098 + }, + "14": { + "Dice": 0.8916803849563125, + "FN": 635, + "FP": 3642, + "IoU": 0.8045336136374023, + "TN": 1029511, + "TP": 17604, + "n_pred": 21246, + "n_ref": 18239 + }, + "15": { + "Dice": 0.8291026558743094, + "FN": 1730, + "FP": 7581, + "IoU": 0.7080916700630153, + "TN": 1019495, + "TP": 22586, + "n_pred": 30167, + "n_ref": 24316 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9343636756341644, + "FN": 1666, + "FP": 1069, + "IoU": 0.8768128997387623, + "TN": 1029190, + "TP": 19467, + "n_pred": 20536, + "n_ref": 21133 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8744253568836197, + "FN": 2915, + "FP": 2275, + "IoU": 0.7768701633705933, + "TN": 1028132, + "TP": 18070, + "n_pred": 20345, + "n_ref": 20985 + }, + "7": { + "Dice": 0.9673655415557312, + "FN": 9593, + "FP": 4699, + "IoU": 0.936793783749121, + "TN": 825275, + "TP": 211825, + "n_pred": 216524, + "n_ref": 221418 + }, + "8": { + "Dice": 0.9407732382780367, + "FN": 98, + "FP": 334, + "IoU": 0.888169816205022, + "TN": 1047529, + "TP": 3431, + "n_pred": 3765, + "n_ref": 3529 + }, + "9": { + "Dice": 0.8853376445715707, + "FN": 806, + "FP": 1038, + "IoU": 0.7942653129532523, + "TN": 1042429, + "TP": 7119, + "n_pred": 8157, + "n_ref": 7925 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0086.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0086.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9586374695863747, + "FN": 55, + "FP": 115, + "IoU": 0.9205607476635514, + "TN": 2801572, + "TP": 1970, + "n_pred": 2085, + "n_ref": 2025 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7575757575757576, + "FN": 0, + "FP": 64, + "IoU": 0.6097560975609756, + "TN": 2803548, + "TP": 100, + "n_pred": 164, + "n_ref": 100 + }, + "13": { + "Dice": 0.912621359223301, + "FN": 5, + "FP": 4, + "IoU": 0.8392857142857143, + "TN": 2803656, + "TP": 47, + "n_pred": 51, + "n_ref": 52 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9691953361163091, + "FN": 3647, + "FP": 3629, + "IoU": 0.9402318111995531, + "TN": 2681975, + "TP": 114461, + "n_pred": 118090, + "n_ref": 118108 + }, + "3": { + "Dice": 0.9719820495611091, + "FN": 3310, + "FP": 3077, + "IoU": 0.9454913206001332, + "TN": 2686538, + "TP": 110787, + "n_pred": 113864, + "n_ref": 114097 + }, + "4": { + "Dice": 0.9453197135482933, + "FN": 4791, + "FP": 2730, + "IoU": 0.8963092661271421, + "TN": 2731179, + "TP": 65012, + "n_pred": 67742, + "n_ref": 69803 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 744, + "IoU": 0.0, + "TN": 2802968, + "TP": 0, + "n_pred": 744, + "n_ref": 0 + }, + "6": { + "Dice": 0.9831830524561735, + "FN": 3543, + "FP": 1170, + "IoU": 0.9669223696862081, + "TN": 2661229, + "TP": 137770, + "n_pred": 138940, + "n_ref": 141313 + }, + "7": { + "Dice": 0.3564954682779456, + "FN": 1364, + "FP": 127, + "IoU": 0.21691176470588236, + "TN": 2801808, + "TP": 413, + "n_pred": 540, + "n_ref": 1777 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0102.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0102.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9053074725605172, + "FN": 566, + "FP": 2583, + "IoU": 0.8269970332930447, + "TN": 2610278, + "TP": 15053, + "n_pred": 17636, + "n_ref": 15619 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 12, + "IoU": 0.0, + "TN": 2628468, + "TP": 0, + "n_pred": 12, + "n_ref": 0 + }, + "13": { + "Dice": 0.487062404870624, + "FN": 2811, + "FP": 2244, + "IoU": 0.32193158953722334, + "TN": 2621025, + "TP": 2400, + "n_pred": 4644, + "n_ref": 5211 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7799319288268494, + "FN": 1196, + "FP": 49884, + "IoU": 0.6392527984745224, + "TN": 2486885, + "TP": 90515, + "n_pred": 140399, + "n_ref": 91711 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.7131011608623549, + "FN": 763, + "FP": 275, + "IoU": 0.5541237113402062, + "TN": 2626152, + "TP": 1290, + "n_pred": 1565, + "n_ref": 2053 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9829589248986601, + "FN": 2139, + "FP": 2128, + "IoU": 0.9664889147183325, + "TN": 2501149, + "TP": 123064, + "n_pred": 125192, + "n_ref": 125203 + }, + "7": { + "Dice": 0.9775339639836944, + "FN": 3817, + "FP": 2543, + "IoU": 0.9560551935713447, + "TN": 2483753, + "TP": 138367, + "n_pred": 140910, + "n_ref": 142184 + }, + "8": { + "Dice": 0.916256157635468, + "FN": 4, + "FP": 13, + "IoU": 0.8454545454545455, + "TN": 2628370, + "TP": 93, + "n_pred": 106, + "n_ref": 97 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0103.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0103.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9092552113226441, + "FN": 5919, + "FP": 1512, + "IoU": 0.8336094939543215, + "TN": 1532428, + "TP": 37229, + "n_pred": 38741, + "n_ref": 43148 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8628238218143581, + "FN": 803, + "FP": 3502, + "IoU": 0.7587424344317417, + "TN": 1559244, + "TP": 13539, + "n_pred": 17041, + "n_ref": 14342 + }, + "14": { + "Dice": 0.976744344137481, + "FN": 1452, + "FP": 5390, + "IoU": 0.9545457565188507, + "TN": 1426563, + "TP": 143683, + "n_pred": 149073, + "n_ref": 145135 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 6551, + "IoU": 0.0, + "TN": 1570537, + "TP": 0, + "n_pred": 6551, + "n_ref": 0 + }, + "2": { + "Dice": 0.9722691473317603, + "FN": 4517, + "FP": 1606, + "IoU": 0.9460347957906612, + "TN": 1463626, + "TP": 107339, + "n_pred": 108945, + "n_ref": 111856 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.6666666666666666, + "FN": 0, + "FP": 41, + "IoU": 0.5, + "TN": 1577006, + "TP": 41, + "n_pred": 82, + "n_ref": 41 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9217023051380355, + "FN": 1605, + "FP": 3276, + "IoU": 0.8547753644748587, + "TN": 1543478, + "TP": 28729, + "n_pred": 32005, + "n_ref": 30334 + }, + "7": { + "Dice": 0.9887785227539483, + "FN": 3911, + "FP": 2638, + "IoU": 0.9778060939199745, + "TN": 1282007, + "TP": 288532, + "n_pred": 291170, + "n_ref": 292443 + }, + "8": { + "Dice": 0.8405797101449275, + "FN": 11, + "FP": 0, + "IoU": 0.725, + "TN": 1577048, + "TP": 29, + "n_pred": 29, + "n_ref": 40 + }, + "9": { + "Dice": 0.9432098765432099, + "FN": 424, + "FP": 13, + "IoU": 0.8925233644859814, + "TN": 1573022, + "TP": 3629, + "n_pred": 3642, + "n_ref": 4053 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0104.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0104.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9863426798503784, + "FN": 884, + "FP": 529, + "IoU": 0.9730533783397219, + "TN": 1349419, + "TP": 51024, + "n_pred": 51553, + "n_ref": 51908 + }, + "10": { + "Dice": 0.8767837320420213, + "FN": 4608, + "FP": 3051, + "IoU": 0.7806009911484144, + "TN": 1366947, + "TP": 27250, + "n_pred": 30301, + "n_ref": 31858 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8441630567588582, + "FN": 707, + "FP": 696, + "IoU": 0.7303478762252547, + "TN": 1396653, + "TP": 3800, + "n_pred": 4496, + "n_ref": 4507 + }, + "13": { + "Dice": 0.795408760833919, + "FN": 670, + "FP": 3697, + "IoU": 0.6603142501555694, + "TN": 1389000, + "TP": 8489, + "n_pred": 12186, + "n_ref": 9159 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9517478510028653, + "FN": 861, + "FP": 1665, + "IoU": 0.9079378963481304, + "TN": 1374418, + "TP": 24912, + "n_pred": 26577, + "n_ref": 25773 + }, + "3": { + "Dice": 0.979445718193154, + "FN": 278, + "FP": 233, + "IoU": 0.9597193756897368, + "TN": 1389170, + "TP": 12175, + "n_pred": 12408, + "n_ref": 12453 + }, + "4": { + "Dice": 0.9191919191919192, + "FN": 75, + "FP": 37, + "IoU": 0.8504672897196262, + "TN": 1401107, + "TP": 637, + "n_pred": 674, + "n_ref": 712 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9320244568091903, + "FN": 1694, + "FP": 1519, + "IoU": 0.87270206022187, + "TN": 1376616, + "TP": 22027, + "n_pred": 23546, + "n_ref": 23721 + }, + "7": { + "Dice": 0.9315598773652101, + "FN": 3677, + "FP": 743, + "IoU": 0.8718877713689458, + "TN": 1367355, + "TP": 30081, + "n_pred": 30824, + "n_ref": 33758 + }, + "8": { + "Dice": 0.9634665792922673, + "FN": 176, + "FP": 1608, + "IoU": 0.9295084558242453, + "TN": 1376548, + "TP": 23524, + "n_pred": 25132, + "n_ref": 23700 + }, + "9": { + "Dice": 0.7543326782204752, + "FN": 980, + "FP": 395, + "IoU": 0.6055651176133103, + "TN": 1398370, + "TP": 2111, + "n_pred": 2506, + "n_ref": 3091 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0118.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0118.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8689320388349514, + "FN": 48, + "FP": 276, + "IoU": 0.7682403433476395, + "TN": 2802314, + "TP": 1074, + "n_pred": 1350, + "n_ref": 1122 + }, + "10": { + "Dice": 0.8950387272346662, + "FN": 4583, + "FP": 5445, + "IoU": 0.8100181873294938, + "TN": 2750928, + "TP": 42756, + "n_pred": 48201, + "n_ref": 47339 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.21627104889429904, + "FN": 746, + "FP": 3117, + "IoU": 0.12124658780709736, + "TN": 2799316, + "TP": 533, + "n_pred": 3650, + "n_ref": 1279 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9536157854627093, + "FN": 5610, + "FP": 3398, + "IoU": 0.9113438182784481, + "TN": 2702106, + "TP": 92598, + "n_pred": 95996, + "n_ref": 98208 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9684367801780489, + "FN": 519, + "FP": 495, + "IoU": 0.9388050694025347, + "TN": 2787142, + "TP": 15556, + "n_pred": 16051, + "n_ref": 16075 + }, + "7": { + "Dice": 0.9707344389403403, + "FN": 2105, + "FP": 1292, + "IoU": 0.943133119057185, + "TN": 2743976, + "TP": 56339, + "n_pred": 57631, + "n_ref": 58444 + }, + "8": { + "Dice": 0.8781014023732471, + "FN": 54, + "FP": 59, + "IoU": 0.7826923076923077, + "TN": 2803192, + "TP": 407, + "n_pred": 466, + "n_ref": 461 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0142.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0142.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.907549949512506, + "FN": 4959, + "FP": 626, + "IoU": 0.8307473180192739, + "TN": 1719322, + "TP": 27413, + "n_pred": 28039, + "n_ref": 32372 + }, + "10": { + "Dice": 0.6794534872521636, + "FN": 20396, + "FP": 2901, + "IoU": 0.5145244644494457, + "TN": 1704332, + "TP": 24691, + "n_pred": 27592, + "n_ref": 45087 + }, + "11": { + "Dice": 0.0, + "FN": 417, + "FP": 126, + "IoU": 0.0, + "TN": 1751777, + "TP": 0, + "n_pred": 126, + "n_ref": 417 + }, + "12": { + "Dice": 0.0, + "FN": 16, + "FP": 0, + "IoU": 0.0, + "TN": 1752304, + "TP": 0, + "n_pred": 0, + "n_ref": 16 + }, + "13": { + "Dice": 0.6256559444679715, + "FN": 11829, + "FP": 8502, + "IoU": 0.45523967739342464, + "TN": 1714999, + "TP": 16990, + "n_pred": 25492, + "n_ref": 28819 + }, + "14": { + "Dice": 0.8324832597236074, + "FN": 2503, + "FP": 3376, + "IoU": 0.713037535998438, + "TN": 1731833, + "TP": 14608, + "n_pred": 17984, + "n_ref": 17111 + }, + "15": { + "Dice": 0.8447416514371158, + "FN": 2081, + "FP": 1657, + "IoU": 0.7312144962968289, + "TN": 1738413, + "TP": 10169, + "n_pred": 11826, + "n_ref": 12250 + }, + "2": { + "Dice": 0.9552606606815484, + "FN": 4694, + "FP": 4311, + "IoU": 0.9143531067804187, + "TN": 1647179, + "TP": 96136, + "n_pred": 100447, + "n_ref": 100830 + }, + "3": { + "Dice": 0.951649044184581, + "FN": 3602, + "FP": 1922, + "IoU": 0.9077580736733126, + "TN": 1692434, + "TP": 54362, + "n_pred": 56284, + "n_ref": 57964 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9318764062465192, + "FN": 4266, + "FP": 14082, + "IoU": 0.8724424885811417, + "TN": 1608479, + "TP": 125493, + "n_pred": 139575, + "n_ref": 129759 + }, + "7": { + "Dice": 0.6503204423626494, + "FN": 17045, + "FP": 3634, + "IoU": 0.48183321639771476, + "TN": 1712412, + "TP": 19229, + "n_pred": 22863, + "n_ref": 36274 + }, + "8": { + "Dice": 0.9292910705249114, + "FN": 1132, + "FP": 405, + "IoU": 0.8679212855546963, + "TN": 1740683, + "TP": 10100, + "n_pred": 10505, + "n_ref": 11232 + }, + "9": { + "Dice": 0.7706053470009696, + "FN": 200, + "FP": 3112, + "IoU": 0.6268169014084507, + "TN": 1743445, + "TP": 5563, + "n_pred": 8675, + "n_ref": 5763 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0156.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0156.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9785456625322727, + "FN": 7951, + "FP": 1464, + "IoU": 0.9579925667144075, + "TN": 4331905, + "TP": 214712, + "n_pred": 216176, + "n_ref": 222663 + }, + "10": { + "Dice": 0.9133068004845128, + "FN": 2558, + "FP": 4456, + "IoU": 0.8404458598726114, + "TN": 4512072, + "TP": 36946, + "n_pred": 41402, + "n_ref": 39504 + }, + "11": { + "Dice": 0.7666434701925308, + "FN": 862, + "FP": 1150, + "IoU": 0.6215911228136167, + "TN": 4550715, + "TP": 3305, + "n_pred": 4455, + "n_ref": 4167 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4556032, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7531921580953129, + "FN": 10522, + "FP": 2042, + "IoU": 0.6040964235071687, + "TN": 4524297, + "TP": 19171, + "n_pred": 21213, + "n_ref": 29693 + }, + "14": { + "Dice": 0.46092035266545145, + "FN": 239, + "FP": 14252, + "IoU": 0.2994779077637049, + "TN": 4535346, + "TP": 6195, + "n_pred": 20447, + "n_ref": 6434 + }, + "15": { + "Dice": 0.7729747419153303, + "FN": 17836, + "FP": 12688, + "IoU": 0.629958296964407, + "TN": 4473544, + "TP": 51964, + "n_pred": 64652, + "n_ref": 69800 + }, + "2": { + "Dice": 0.9688110007374311, + "FN": 3038, + "FP": 1276, + "IoU": 0.9395086656570756, + "TN": 4484716, + "TP": 67002, + "n_pred": 68278, + "n_ref": 70040 + }, + "3": { + "Dice": 0.9746823634769305, + "FN": 443, + "FP": 914, + "IoU": 0.9506150374845331, + "TN": 4528554, + "TP": 26121, + "n_pred": 27035, + "n_ref": 26564 + }, + "4": { + "Dice": 0.6826521495210589, + "FN": 13896, + "FP": 1377, + "IoU": 0.5182018927444795, + "TN": 4524332, + "TP": 16427, + "n_pred": 17804, + "n_ref": 30323 + }, + "5": { + "Dice": 0.7309829275684413, + "FN": 1145, + "FP": 1518, + "IoU": 0.5760229262856233, + "TN": 4549751, + "TP": 3618, + "n_pred": 5136, + "n_ref": 4763 + }, + "6": { + "Dice": 0.9631325361701933, + "FN": 5650, + "FP": 10503, + "IoU": 0.9288868344009333, + "TN": 4328887, + "TP": 210992, + "n_pred": 221495, + "n_ref": 216642 + }, + "7": { + "Dice": 0.9144021401535544, + "FN": 4211, + "FP": 6124, + "IoU": 0.8423028213070479, + "TN": 4490495, + "TP": 55202, + "n_pred": 61326, + "n_ref": 59413 + }, + "8": { + "Dice": 0.7151739376188274, + "FN": 2169, + "FP": 3374, + "IoU": 0.556630939049752, + "TN": 4543530, + "TP": 6959, + "n_pred": 10333, + "n_ref": 9128 + }, + "9": { + "Dice": 0.8783972760989847, + "FN": 1054, + "FP": 2946, + "IoU": 0.7831625738602482, + "TN": 4537585, + "TP": 14447, + "n_pred": 17393, + "n_ref": 15501 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0185.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0185.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6875, + "FN": 30, + "FP": 0, + "IoU": 0.5238095238095238, + "TN": 1401793, + "TP": 33, + "n_pred": 33, + "n_ref": 63 + }, + "10": { + "Dice": 0.8686825424019188, + "FN": 1447, + "FP": 4685, + "IoU": 0.767850382372984, + "TN": 1375442, + "TP": 20282, + "n_pred": 24967, + "n_ref": 21729 + }, + "11": { + "Dice": 0.8103277060575969, + "FN": 92, + "FP": 99, + "IoU": 0.6811352253756261, + "TN": 1401257, + "TP": 408, + "n_pred": 507, + "n_ref": 500 + }, + "12": { + "Dice": 0.5875190258751902, + "FN": 262, + "FP": 9, + "IoU": 0.41594827586206895, + "TN": 1401392, + "TP": 193, + "n_pred": 202, + "n_ref": 455 + }, + "13": { + "Dice": 0.8787448333315533, + "FN": 6846, + "FP": 4507, + "IoU": 0.7837153035758511, + "TN": 1349365, + "TP": 41138, + "n_pred": 45645, + "n_ref": 47984 + }, + "14": { + "Dice": 0.613697705802969, + "FN": 25325, + "FP": 2155, + "IoU": 0.4426867851058652, + "TN": 1352548, + "TP": 21828, + "n_pred": 23983, + "n_ref": 47153 + }, + "15": { + "Dice": 0.8822195939286418, + "FN": 164, + "FP": 2226, + "IoU": 0.7892602063310113, + "TN": 1390515, + "TP": 8951, + "n_pred": 11177, + "n_ref": 9115 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9359582682502726, + "FN": 984, + "FP": 1189, + "IoU": 0.8796255262574784, + "TN": 1383804, + "TP": 15879, + "n_pred": 17068, + "n_ref": 16863 + }, + "4": { + "Dice": 0.9356425529239812, + "FN": 3198, + "FP": 897, + "IoU": 0.879067981808517, + "TN": 1367994, + "TP": 29767, + "n_pred": 30664, + "n_ref": 32965 + }, + "5": { + "Dice": 0.8800145216917771, + "FN": 1726, + "FP": 257, + "IoU": 0.7857374392220421, + "TN": 1392601, + "TP": 7272, + "n_pred": 7529, + "n_ref": 8998 + }, + "6": { + "Dice": 0.8924526266585164, + "FN": 4024, + "FP": 7940, + "IoU": 0.8057918316992403, + "TN": 1340252, + "TP": 49640, + "n_pred": 57580, + "n_ref": 53664 + }, + "7": { + "Dice": 0.8270100340209293, + "FN": 1415, + "FP": 2602, + "IoU": 0.705044423232249, + "TN": 1388237, + "TP": 9602, + "n_pred": 12204, + "n_ref": 11017 + }, + "8": { + "Dice": 0.9612624896618012, + "FN": 1323, + "FP": 2143, + "IoU": 0.9254142457499462, + "TN": 1355386, + "TP": 43004, + "n_pred": 45147, + "n_ref": 44327 + }, + "9": { + "Dice": 0.814951238335789, + "FN": 6281, + "FP": 4269, + "IoU": 0.687694266007519, + "TN": 1368075, + "TP": 23231, + "n_pred": 27500, + "n_ref": 29512 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0186.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0186.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.43922183052617836, + "FN": 3596, + "FP": 699, + "IoU": 0.2814120796386147, + "TN": 1921575, + "TP": 1682, + "n_pred": 2381, + "n_ref": 5278 + }, + "10": { + "Dice": 0.6017900021829294, + "FN": 4100, + "FP": 5021, + "IoU": 0.4304002997564479, + "TN": 1911539, + "TP": 6892, + "n_pred": 11913, + "n_ref": 10992 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.44730392156862747, + "FN": 1402, + "FP": 402, + "IoU": 0.2880820836621942, + "TN": 1925018, + "TP": 730, + "n_pred": 1132, + "n_ref": 2132 + }, + "13": { + "Dice": 0.6277423920736023, + "FN": 7052, + "FP": 6624, + "IoU": 0.45745229499742135, + "TN": 1902345, + "TP": 11531, + "n_pred": 18155, + "n_ref": 18583 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 55, + "IoU": 0.0, + "TN": 1927497, + "TP": 0, + "n_pred": 55, + "n_ref": 0 + }, + "2": { + "Dice": 0.9545499850493372, + "FN": 264, + "FP": 648, + "IoU": 0.9130517685194013, + "TN": 1917063, + "TP": 9577, + "n_pred": 10225, + "n_ref": 9841 + }, + "3": { + "Dice": 0.8350844138136202, + "FN": 3676, + "FP": 29585, + "IoU": 0.7168625982140577, + "TN": 1810079, + "TP": 84212, + "n_pred": 113797, + "n_ref": 87888 + }, + "4": { + "Dice": 0.15194095133952978, + "FN": 148, + "FP": 30874, + "IoU": 0.08221650247034111, + "TN": 1893751, + "TP": 2779, + "n_pred": 33653, + "n_ref": 2927 + }, + "5": { + "Dice": 0.0, + "FN": 12, + "FP": 0, + "IoU": 0.0, + "TN": 1927540, + "TP": 0, + "n_pred": 0, + "n_ref": 12 + }, + "6": { + "Dice": 0.9125167481870964, + "FN": 2416, + "FP": 38131, + "IoU": 0.8391087832073487, + "TN": 1675537, + "TP": 211468, + "n_pred": 249599, + "n_ref": 213884 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1562, + "IoU": 0.0, + "TN": 1925990, + "TP": 0, + "n_pred": 1562, + "n_ref": 0 + }, + "8": { + "Dice": 0.9425152529670993, + "FN": 1849, + "FP": 5208, + "IoU": 0.8912802341703898, + "TN": 1862642, + "TP": 57853, + "n_pred": 63061, + "n_ref": 59702 + }, + "9": { + "Dice": 0.7996380090497738, + "FN": 1751, + "FP": 1570, + "IoU": 0.6661640530759951, + "TN": 1917604, + "TP": 6627, + "n_pred": 8197, + "n_ref": 8378 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0192.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.823425958494548, + "FN": 241, + "FP": 763, + "IoU": 0.6998505231689088, + "TN": 2800367, + "TP": 2341, + "n_pred": 3104, + "n_ref": 2582 + }, + "10": { + "Dice": 0.84903608131423, + "FN": 2957, + "FP": 5093, + "IoU": 0.7376739335875127, + "TN": 2773025, + "TP": 22637, + "n_pred": 27730, + "n_ref": 25594 + }, + "11": { + "Dice": 0.8170844939647168, + "FN": 58, + "FP": 139, + "IoU": 0.6907378335949764, + "TN": 2803075, + "TP": 440, + "n_pred": 579, + "n_ref": 498 + }, + "12": { + "Dice": 0.8200782268578879, + "FN": 723, + "FP": 105, + "IoU": 0.6950276243093922, + "TN": 2800997, + "TP": 1887, + "n_pred": 1992, + "n_ref": 2610 + }, + "13": { + "Dice": 0.4964277483291081, + "FN": 6543, + "FP": 2197, + "IoU": 0.33016554261189457, + "TN": 2790664, + "TP": 4308, + "n_pred": 6505, + "n_ref": 10851 + }, + "14": { + "Dice": 0.9609641322069068, + "FN": 2890, + "FP": 1324, + "IoU": 0.9248613661893978, + "TN": 2747629, + "TP": 51869, + "n_pred": 53193, + "n_ref": 54759 + }, + "15": { + "Dice": 0.9068106388510775, + "FN": 1433, + "FP": 10753, + "IoU": 0.8295092058872908, + "TN": 2732236, + "TP": 59290, + "n_pred": 70043, + "n_ref": 60723 + }, + "2": { + "Dice": 0.9768132233930511, + "FN": 2068, + "FP": 2181, + "IoU": 0.9546773333333334, + "TN": 2709962, + "TP": 89501, + "n_pred": 91682, + "n_ref": 91569 + }, + "3": { + "Dice": 0.9780841524506236, + "FN": 2557, + "FP": 1026, + "IoU": 0.9571083125837963, + "TN": 2720176, + "TP": 79953, + "n_pred": 80979, + "n_ref": 82510 + }, + "4": { + "Dice": 0.24736636753804137, + "FN": 233, + "FP": 3625, + "IoU": 0.14113980409617097, + "TN": 2799220, + "TP": 634, + "n_pred": 4259, + "n_ref": 867 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9136330059369101, + "FN": 121791, + "FP": 4481, + "IoU": 0.8409984939986602, + "TN": 2009556, + "TP": 667884, + "n_pred": 672365, + "n_ref": 789675 + }, + "7": { + "Dice": 0.38904514371302124, + "FN": 8999, + "FP": 81148, + "IoU": 0.24149971812972765, + "TN": 2684863, + "TP": 28702, + "n_pred": 109850, + "n_ref": 37701 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.896817743490839, + "FN": 663, + "FP": 3082, + "IoU": 0.8129370629370629, + "TN": 2783692, + "TP": 16275, + "n_pred": 19357, + "n_ref": 16938 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0193.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0193.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9534088197077776, + "FN": 701, + "FP": 1056, + "IoU": 0.9109658457484544, + "TN": 2083050, + "TP": 17977, + "n_pred": 19033, + "n_ref": 18678 + }, + "10": { + "Dice": 0.707970070849979, + "FN": 22272, + "FP": 4190, + "IoU": 0.547951757832519, + "TN": 2044246, + "TP": 32076, + "n_pred": 36266, + "n_ref": 54348 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6487093153759821, + "FN": 554, + "FP": 72, + "IoU": 0.48006644518272423, + "TN": 2101580, + "TP": 578, + "n_pred": 650, + "n_ref": 1132 + }, + "13": { + "Dice": 0.7918148738705589, + "FN": 7582, + "FP": 2602, + "IoU": 0.6553754526073567, + "TN": 2073233, + "TP": 19367, + "n_pred": 21969, + "n_ref": 26949 + }, + "14": { + "Dice": 0.8339601300721052, + "FN": 1087, + "FP": 10657, + "IoU": 0.7152072168198462, + "TN": 2061547, + "TP": 29493, + "n_pred": 40150, + "n_ref": 30580 + }, + "15": { + "Dice": 0.857963228079206, + "FN": 10486, + "FP": 7174, + "IoU": 0.7512570953702269, + "TN": 2031787, + "TP": 53337, + "n_pred": 60511, + "n_ref": 63823 + }, + "2": { + "Dice": 0.7373153132516321, + "FN": 573, + "FP": 8601, + "IoU": 0.5839267086942719, + "TN": 2080735, + "TP": 12875, + "n_pred": 21476, + "n_ref": 13448 + }, + "3": { + "Dice": 0.9601844780857404, + "FN": 3781, + "FP": 4196, + "IoU": 0.923418104317272, + "TN": 1998621, + "TP": 96186, + "n_pred": 100382, + "n_ref": 99967 + }, + "4": { + "Dice": 0.23230163196398423, + "FN": 658, + "FP": 6163, + "IoU": 0.13141474595695912, + "TN": 2094931, + "TP": 1032, + "n_pred": 7195, + "n_ref": 1690 + }, + "5": { + "Dice": 0.7468773897527402, + "FN": 125, + "FP": 868, + "IoU": 0.5960130187144019, + "TN": 2100326, + "TP": 1465, + "n_pred": 2333, + "n_ref": 1590 + }, + "6": { + "Dice": 0.9353735010040048, + "FN": 4616, + "FP": 6906, + "IoU": 0.8785931046109753, + "TN": 2007880, + "TP": 83382, + "n_pred": 90288, + "n_ref": 87998 + }, + "7": { + "Dice": 0.9555074419344411, + "FN": 39275, + "FP": 12757, + "IoU": 0.9148054091491838, + "TN": 1492041, + "TP": 558711, + "n_pred": 571468, + "n_ref": 597986 + }, + "8": { + "Dice": 0.9486379114642451, + "FN": 745, + "FP": 1065, + "IoU": 0.9022941970310392, + "TN": 2084259, + "TP": 16715, + "n_pred": 17780, + "n_ref": 17460 + }, + "9": { + "Dice": 0.9136764094226189, + "FN": 2097, + "FP": 186, + "IoU": 0.8410720501218238, + "TN": 2088419, + "TP": 12082, + "n_pred": 12268, + "n_ref": 14179 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0212.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0212.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9575641242778373, + "FN": 1944, + "FP": 2566, + "IoU": 0.9185832400621006, + "TN": 4325406, + "TP": 50884, + "n_pred": 53450, + "n_ref": 52828 + }, + "10": { + "Dice": 0.9014375128963478, + "FN": 1170, + "FP": 1696, + "IoU": 0.8205609817180065, + "TN": 4364828, + "TP": 13106, + "n_pred": 14802, + "n_ref": 14276 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4380800, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4380800, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8928849144634525, + "FN": 201, + "FP": 901, + "IoU": 0.8064969271290606, + "TN": 4375105, + "TP": 4593, + "n_pred": 5494, + "n_ref": 4794 + }, + "14": { + "Dice": 0.9484527526790253, + "FN": 6476, + "FP": 3462, + "IoU": 0.9019592368249709, + "TN": 4279434, + "TP": 91428, + "n_pred": 94890, + "n_ref": 97904 + }, + "15": { + "Dice": 0.5687763713080168, + "FN": 102, + "FP": 409, + "IoU": 0.39740566037735847, + "TN": 4379952, + "TP": 337, + "n_pred": 746, + "n_ref": 439 + }, + "2": { + "Dice": 0.9605295265983407, + "FN": 969, + "FP": 325, + "IoU": 0.9240565760901461, + "TN": 4363761, + "TP": 15745, + "n_pred": 16070, + "n_ref": 16714 + }, + "3": { + "Dice": 0.9650337978803305, + "FN": 2315, + "FP": 5227, + "IoU": 0.9324302531849702, + "TN": 4269182, + "TP": 104076, + "n_pred": 109303, + "n_ref": 106391 + }, + "4": { + "Dice": 0.0, + "FN": 1032, + "FP": 0, + "IoU": 0.0, + "TN": 4379768, + "TP": 0, + "n_pred": 0, + "n_ref": 1032 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4380800, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9596246390760347, + "FN": 17563, + "FP": 7607, + "IoU": 0.9223830889495351, + "TN": 4056515, + "TP": 299115, + "n_pred": 306722, + "n_ref": 316678 + }, + "7": { + "Dice": 0.9566744002982972, + "FN": 4480, + "FP": 12252, + "IoU": 0.9169471165778161, + "TN": 4179338, + "TP": 184730, + "n_pred": 196982, + "n_ref": 189210 + }, + "8": { + "Dice": 0.5298804780876494, + "FN": 470, + "FP": 2, + "IoU": 0.3604336043360434, + "TN": 4380062, + "TP": 266, + "n_pred": 268, + "n_ref": 736 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4380800, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0242.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0242.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9616002336107461, + "FN": 85, + "FP": 178, + "IoU": 0.9260404949381328, + "TN": 1223068, + "TP": 3293, + "n_pred": 3471, + "n_ref": 3378 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.7841715752907416, + "FN": 584, + "FP": 845, + "IoU": 0.6449689440993789, + "TN": 1222599, + "TP": 2596, + "n_pred": 3441, + "n_ref": 3180 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8905579399141631, + "FN": 29, + "FP": 73, + "IoU": 0.8027079303675049, + "TN": 1226107, + "TP": 415, + "n_pred": 488, + "n_ref": 444 + }, + "14": { + "Dice": 0.9865608855172756, + "FN": 1312, + "FP": 1937, + "IoU": 0.9734782005338645, + "TN": 1104121, + "TP": 119254, + "n_pred": 121191, + "n_ref": 120566 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9504647232784115, + "FN": 217, + "FP": 1659, + "IoU": 0.9056053134748918, + "TN": 1206750, + "TP": 17998, + "n_pred": 19657, + "n_ref": 18215 + }, + "3": { + "Dice": 0.9767460038300699, + "FN": 1133, + "FP": 1247, + "IoU": 0.9545489267435643, + "TN": 1174260, + "TP": 49984, + "n_pred": 51231, + "n_ref": 51117 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9797744782897087, + "FN": 4083, + "FP": 3845, + "IoU": 0.9603508807025616, + "TN": 1026670, + "TP": 192026, + "n_pred": 195871, + "n_ref": 196109 + }, + "7": { + "Dice": 0.8207577204711876, + "FN": 1639, + "FP": 613, + "IoU": 0.6960043196544277, + "TN": 1219216, + "TP": 5156, + "n_pred": 5769, + "n_ref": 6795 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9788130463207342, + "FN": 606, + "FP": 269, + "IoU": 0.9585052401953811, + "TN": 1205537, + "TP": 20212, + "n_pred": 20481, + "n_ref": 20818 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0248.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0248.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9698810577017596, + "FN": 1066, + "FP": 1998, + "IoU": 0.9415233696585682, + "TN": 2751315, + "TP": 49333, + "n_pred": 51331, + "n_ref": 50399 + }, + "10": { + "Dice": 0.7272727272727273, + "FN": 2, + "FP": 1, + "IoU": 0.5714285714285714, + "TN": 2803705, + "TP": 4, + "n_pred": 5, + "n_ref": 6 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.757158729121346, + "FN": 7471, + "FP": 44549, + "IoU": 0.6092159528835536, + "TN": 2670595, + "TP": 81097, + "n_pred": 125646, + "n_ref": 88568 + }, + "15": { + "Dice": 0.5908871045757957, + "FN": 440, + "FP": 3789, + "IoU": 0.41933269257174244, + "TN": 2796429, + "TP": 3054, + "n_pred": 6843, + "n_ref": 3494 + }, + "2": { + "Dice": 0.9613183411988595, + "FN": 2245, + "FP": 3304, + "IoU": 0.9255177782848553, + "TN": 2729211, + "TP": 68952, + "n_pred": 72256, + "n_ref": 71197 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9759653402473917, + "FN": 1696, + "FP": 3319, + "IoU": 0.9530588940057658, + "TN": 2696876, + "TP": 101821, + "n_pred": 105140, + "n_ref": 103517 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 9539, + "IoU": 0.0, + "TN": 2794173, + "TP": 0, + "n_pred": 9539, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 2803706, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0264.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0264.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9811157862608734, + "FN": 994, + "FP": 3337, + "IoU": 0.9629315804789538, + "TN": 1460250, + "TP": 112507, + "n_pred": 115844, + "n_ref": 113501 + }, + "10": { + "Dice": 0.889615570069697, + "FN": 10027, + "FP": 2564, + "IoU": 0.8011779939363315, + "TN": 1513760, + "TP": 50737, + "n_pred": 53301, + "n_ref": 60764 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.015128593040847202, + "FN": 651, + "FP": 0, + "IoU": 0.007621951219512195, + "TN": 1576432, + "TP": 5, + "n_pred": 5, + "n_ref": 656 + }, + "13": { + "Dice": 0.8475742215785662, + "FN": 2311, + "FP": 3583, + "IoU": 0.7354696826892868, + "TN": 1554807, + "TP": 16387, + "n_pred": 19970, + "n_ref": 18698 + }, + "14": { + "Dice": 0.9934122329618715, + "FN": 693, + "FP": 1366, + "IoU": 0.986910695214362, + "TN": 1419784, + "TP": 155245, + "n_pred": 156611, + "n_ref": 155938 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.6060606060606061, + "FN": 0, + "FP": 13, + "IoU": 0.43478260869565216, + "TN": 1577065, + "TP": 10, + "n_pred": 23, + "n_ref": 10 + }, + "3": { + "Dice": 0.9753219386560524, + "FN": 518, + "FP": 536, + "IoU": 0.9518325564390824, + "TN": 1555206, + "TP": 20828, + "n_pred": 21364, + "n_ref": 21346 + }, + "4": { + "Dice": 0.9054867256637168, + "FN": 341, + "FP": 193, + "IoU": 0.8272962483829237, + "TN": 1573996, + "TP": 2558, + "n_pred": 2751, + "n_ref": 2899 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9505645190013178, + "FN": 1631, + "FP": 1145, + "IoU": 0.9057865263872391, + "TN": 1547623, + "TP": 26689, + "n_pred": 27834, + "n_ref": 28320 + }, + "7": { + "Dice": 0.7408912556053812, + "FN": 1634, + "FP": 2064, + "IoU": 0.5884251530328325, + "TN": 1568103, + "TP": 5287, + "n_pred": 7351, + "n_ref": 6921 + }, + "8": { + "Dice": 0.7756160830090791, + "FN": 83, + "FP": 782, + "IoU": 0.6334745762711864, + "TN": 1574728, + "TP": 1495, + "n_pred": 2277, + "n_ref": 1578 + }, + "9": { + "Dice": 0.956570811659633, + "FN": 639, + "FP": 1131, + "IoU": 0.9167568076000564, + "TN": 1555825, + "TP": 19493, + "n_pred": 20624, + "n_ref": 20132 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0274.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0274.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9715601359500055, + "FN": 635, + "FP": 1959, + "IoU": 0.9446931900558612, + "TN": 1004490, + "TP": 44308, + "n_pred": 46267, + "n_ref": 44943 + }, + "10": { + "Dice": 0.9025999331922948, + "FN": 5487, + "FP": 1511, + "IoU": 0.8224894097354336, + "TN": 1011969, + "TP": 32425, + "n_pred": 33936, + "n_ref": 37912 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5980952380952381, + "FN": 211, + "FP": 0, + "IoU": 0.4266304347826087, + "TN": 1051024, + "TP": 157, + "n_pred": 157, + "n_ref": 368 + }, + "13": { + "Dice": 0.8105167724388033, + "FN": 5251, + "FP": 3945, + "IoU": 0.6814024390243902, + "TN": 1022528, + "TP": 19668, + "n_pred": 23613, + "n_ref": 24919 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9765209454568344, + "FN": 689, + "FP": 803, + "IoU": 0.954119130354562, + "TN": 1018873, + "TP": 31027, + "n_pred": 31830, + "n_ref": 31716 + }, + "4": { + "Dice": 0.8737923716982186, + "FN": 678, + "FP": 3842, + "IoU": 0.7758714731987901, + "TN": 1031225, + "TP": 15647, + "n_pred": 19489, + "n_ref": 16325 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9783130121926844, + "FN": 2099, + "FP": 505, + "IoU": 0.9575467084026216, + "TN": 990054, + "TP": 58734, + "n_pred": 59239, + "n_ref": 60833 + }, + "7": { + "Dice": 0.8807648517553847, + "FN": 7021, + "FP": 624, + "IoU": 0.786934589336975, + "TN": 1015511, + "TP": 28236, + "n_pred": 28860, + "n_ref": 35257 + }, + "8": { + "Dice": 0.9702815269470454, + "FN": 267, + "FP": 682, + "IoU": 0.9422784502159236, + "TN": 1034951, + "TP": 15492, + "n_pred": 16174, + "n_ref": 15759 + }, + "9": { + "Dice": 0.9545881028335522, + "FN": 530, + "FP": 438, + "IoU": 0.913121522168372, + "TN": 1040250, + "TP": 10174, + "n_pred": 10612, + "n_ref": 10704 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0302.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0302.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9103935664676496, + "FN": 2298, + "FP": 1379, + "IoU": 0.8355251386652353, + "TN": 853804, + "TP": 18679, + "n_pred": 20058, + "n_ref": 20977 + }, + "11": { + "Dice": 0.8304093567251462, + "FN": 30, + "FP": 28, + "IoU": 0.71, + "TN": 875960, + "TP": 142, + "n_pred": 170, + "n_ref": 172 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8084458430616182, + "FN": 3334, + "FP": 2327, + "IoU": 0.6784801499403647, + "TN": 858553, + "TP": 11946, + "n_pred": 14273, + "n_ref": 15280 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9620255394875364, + "FN": 5432, + "FP": 3189, + "IoU": 0.9268296823146978, + "TN": 758339, + "TP": 109200, + "n_pred": 112389, + "n_ref": 114632 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9496944981444113, + "FN": 589, + "FP": 2976, + "IoU": 0.9042078675838349, + "TN": 838944, + "TP": 33651, + "n_pred": 36627, + "n_ref": 34240 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9713528483368572, + "FN": 4128, + "FP": 1644, + "IoU": 0.9443013056190834, + "TN": 772531, + "TP": 97857, + "n_pred": 99501, + "n_ref": 101985 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9525631216526397, + "FN": 147, + "FP": 473, + "IoU": 0.9094229364499635, + "TN": 869315, + "TP": 6225, + "n_pred": 6698, + "n_ref": 6372 + }, + "9": { + "Dice": 0.9685306083830069, + "FN": 1106, + "FP": 557, + "IoU": 0.938981433917957, + "TN": 848906, + "TP": 25591, + "n_pred": 26148, + "n_ref": 26697 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0332.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0332.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9545412321074188, + "FN": 875, + "FP": 4508, + "IoU": 0.913035751789205, + "TN": 2216117, + "TP": 56516, + "n_pred": 61024, + "n_ref": 57391 + }, + "10": { + "Dice": 0.8929760654345543, + "FN": 4954, + "FP": 4624, + "IoU": 0.8066456718346253, + "TN": 2228480, + "TP": 39958, + "n_pred": 44582, + "n_ref": 44912 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.4344262295081967, + "FN": 18, + "FP": 120, + "IoU": 0.2774869109947644, + "TN": 2277825, + "TP": 53, + "n_pred": 173, + "n_ref": 71 + }, + "13": { + "Dice": 0.5084069535480193, + "FN": 3071, + "FP": 12454, + "IoU": 0.3408482995796714, + "TN": 2254463, + "TP": 8028, + "n_pred": 20482, + "n_ref": 11099 + }, + "14": { + "Dice": 0.9397509516743016, + "FN": 512, + "FP": 4157, + "IoU": 0.886349252714084, + "TN": 2236934, + "TP": 36413, + "n_pred": 40570, + "n_ref": 36925 + }, + "15": { + "Dice": 0.8676682903926287, + "FN": 20242, + "FP": 2306, + "IoU": 0.766266883662109, + "TN": 2181547, + "TP": 73921, + "n_pred": 76227, + "n_ref": 94163 + }, + "2": { + "Dice": 0.935166255434144, + "FN": 2684, + "FP": 13870, + "IoU": 0.8782274793662003, + "TN": 2142074, + "TP": 119388, + "n_pred": 133258, + "n_ref": 122072 + }, + "3": { + "Dice": 0.9616152531702491, + "FN": 4085, + "FP": 4451, + "IoU": 0.9260683538602782, + "TN": 2162558, + "TP": 106922, + "n_pred": 111373, + "n_ref": 111007 + }, + "4": { + "Dice": 0.8929170617842294, + "FN": 896, + "FP": 2040, + "IoU": 0.8065493839362193, + "TN": 2262839, + "TP": 12241, + "n_pred": 14281, + "n_ref": 13137 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9735061774230143, + "FN": 3594, + "FP": 6682, + "IoU": 0.9483799668458331, + "TN": 2078946, + "TP": 188794, + "n_pred": 195476, + "n_ref": 192388 + }, + "7": { + "Dice": 0.9478288060696329, + "FN": 3875, + "FP": 8805, + "IoU": 0.9008313585634624, + "TN": 2150153, + "TP": 115183, + "n_pred": 123988, + "n_ref": 119058 + }, + "8": { + "Dice": 0.938861678770478, + "FN": 154, + "FP": 570, + "IoU": 0.8847684227279962, + "TN": 2271733, + "TP": 5559, + "n_pred": 6129, + "n_ref": 5713 + }, + "9": { + "Dice": 0.8497056659308315, + "FN": 110, + "FP": 1524, + "IoU": 0.7386854309931233, + "TN": 2271763, + "TP": 4619, + "n_pred": 6143, + "n_ref": 4729 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0358.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0358.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9631813647831955, + "FN": 347, + "FP": 2163, + "IoU": 0.9289776746554993, + "TN": 3294067, + "TP": 32831, + "n_pred": 34994, + "n_ref": 33178 + }, + "10": { + "Dice": 0.9267142576462113, + "FN": 804, + "FP": 1434, + "IoU": 0.8634366609714426, + "TN": 3313020, + "TP": 14150, + "n_pred": 15584, + "n_ref": 14954 + }, + "11": { + "Dice": 0.8172248803827751, + "FN": 259, + "FP": 505, + "IoU": 0.6909385113268608, + "TN": 3326936, + "TP": 1708, + "n_pred": 2213, + "n_ref": 1967 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9142930262316059, + "FN": 1842, + "FP": 1507, + "IoU": 0.8421176692438243, + "TN": 3308196, + "TP": 17863, + "n_pred": 19370, + "n_ref": 19705 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 156, + "IoU": 0.0, + "TN": 3329252, + "TP": 0, + "n_pred": 156, + "n_ref": 0 + }, + "2": { + "Dice": 0.9784977744289561, + "FN": 1809, + "FP": 1273, + "IoU": 0.9579007758714895, + "TN": 3256200, + "TP": 70126, + "n_pred": 71399, + "n_ref": 71935 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.7044025157232704, + "FN": 36, + "FP": 340, + "IoU": 0.5436893203883495, + "TN": 3328584, + "TP": 448, + "n_pred": 788, + "n_ref": 484 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9543867510595792, + "FN": 1842, + "FP": 3044, + "IoU": 0.9127531159601443, + "TN": 3273406, + "TP": 51116, + "n_pred": 54160, + "n_ref": 52958 + }, + "7": { + "Dice": 0.9761615979439547, + "FN": 3086, + "FP": 2201, + "IoU": 0.9534332722660653, + "TN": 3215872, + "TP": 108249, + "n_pred": 110450, + "n_ref": 111335 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9337574552683897, + "FN": 1879, + "FP": 620, + "IoU": 0.8757458233890215, + "TN": 3309296, + "TP": 17613, + "n_pred": 18233, + "n_ref": 19492 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0367.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0367.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9396718069752978, + "FN": 2379, + "FP": 1404, + "IoU": 0.8862084523988569, + "TN": 842915, + "TP": 29462, + "n_pred": 30866, + "n_ref": 31841 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7583774250440917, + "FN": 625, + "FP": 60, + "IoU": 0.6107954545454546, + "TN": 874400, + "TP": 1075, + "n_pred": 1135, + "n_ref": 1700 + }, + "13": { + "Dice": 0.7969517697784017, + "FN": 7332, + "FP": 2793, + "IoU": 0.6624437406234372, + "TN": 846165, + "TP": 19870, + "n_pred": 22663, + "n_ref": 27202 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9684199352475983, + "FN": 438, + "FP": 157, + "IoU": 0.938773410166701, + "TN": 866442, + "TP": 9123, + "n_pred": 9280, + "n_ref": 9561 + }, + "4": { + "Dice": 0.7944136372971863, + "FN": 438, + "FP": 563, + "IoU": 0.6589437819420784, + "TN": 873225, + "TP": 1934, + "n_pred": 2497, + "n_ref": 2372 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9247150429194615, + "FN": 3716, + "FP": 2704, + "IoU": 0.8599720816611411, + "TN": 830312, + "TP": 39428, + "n_pred": 42132, + "n_ref": 43144 + }, + "7": { + "Dice": 0.7800297508367423, + "FN": 840, + "FP": 1526, + "IoU": 0.6393842402072855, + "TN": 869599, + "TP": 4195, + "n_pred": 5721, + "n_ref": 5035 + }, + "8": { + "Dice": 0.9593485256452354, + "FN": 192, + "FP": 1046, + "IoU": 0.9218730278934747, + "TN": 860314, + "TP": 14608, + "n_pred": 15654, + "n_ref": 14800 + }, + "9": { + "Dice": 0.8760984182776801, + "FN": 13, + "FP": 551, + "IoU": 0.7795152462861611, + "TN": 873602, + "TP": 1994, + "n_pred": 2545, + "n_ref": 2007 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0371.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0371.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9760724026779073, + "FN": 141, + "FP": 245, + "IoU": 0.9532631069136699, + "TN": 1393597, + "TP": 7873, + "n_pred": 8118, + "n_ref": 8014 + }, + "10": { + "Dice": 0.9111517367458867, + "FN": 61, + "FP": 425, + "IoU": 0.8368032236400269, + "TN": 1398878, + "TP": 2492, + "n_pred": 2917, + "n_ref": 2553 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9013269397709892, + "FN": 1925, + "FP": 462, + "IoU": 0.8203777560388291, + "TN": 1388567, + "TP": 10902, + "n_pred": 11364, + "n_ref": 12827 + }, + "14": { + "Dice": 0.9429940666362392, + "FN": 1119, + "FP": 1379, + "IoU": 0.89213696619025, + "TN": 1378697, + "TP": 20661, + "n_pred": 22040, + "n_ref": 21780 + }, + "15": { + "Dice": 0.9611045409322145, + "FN": 4284, + "FP": 4004, + "IoU": 0.9251215149160689, + "TN": 1291170, + "TP": 102398, + "n_pred": 106402, + "n_ref": 106682 + }, + "2": { + "Dice": 0.9760418763841353, + "FN": 256, + "FP": 220, + "IoU": 0.9532048761305545, + "TN": 1391684, + "TP": 9696, + "n_pred": 9916, + "n_ref": 9952 + }, + "3": { + "Dice": 0.9759511897498475, + "FN": 2095, + "FP": 2832, + "IoU": 0.9530319062735341, + "TN": 1296955, + "TP": 99974, + "n_pred": 102806, + "n_ref": 102069 + }, + "4": { + "Dice": 0.9535895422617405, + "FN": 453, + "FP": 1734, + "IoU": 0.9112958831879944, + "TN": 1377201, + "TP": 22468, + "n_pred": 24202, + "n_ref": 22921 + }, + "5": { + "Dice": 0.6388888888888888, + "FN": 20, + "FP": 6, + "IoU": 0.46938775510204084, + "TN": 1401807, + "TP": 23, + "n_pred": 29, + "n_ref": 43 + }, + "6": { + "Dice": 0.9594578392358594, + "FN": 4330, + "FP": 2771, + "IoU": 0.9220749292188838, + "TN": 1310730, + "TP": 84025, + "n_pred": 86796, + "n_ref": 88355 + }, + "7": { + "Dice": 0.9793474140611358, + "FN": 2622, + "FP": 2227, + "IoU": 0.9595306253599178, + "TN": 1282037, + "TP": 114970, + "n_pred": 117197, + "n_ref": 117592 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 43, + "IoU": 0.0, + "TN": 1401813, + "TP": 0, + "n_pred": 43, + "n_ref": 0 + }, + "9": { + "Dice": 0.8884963568116582, + "FN": 1074, + "FP": 1451, + "IoU": 0.7993643226062773, + "TN": 1389271, + "TP": 10060, + "n_pred": 11511, + "n_ref": 11134 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0387.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0387.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9204899655492973, + "FN": 383, + "FP": 2525, + "IoU": 0.8526923661415329, + "TN": 2959203, + "TP": 16833, + "n_pred": 19358, + "n_ref": 17216 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8369592543172633, + "FN": 6539, + "FP": 1892, + "IoU": 0.7196302085065346, + "TN": 2948873, + "TP": 21640, + "n_pred": 23532, + "n_ref": 28179 + }, + "14": { + "Dice": 0.3472956486376576, + "FN": 3927, + "FP": 888, + "IoU": 0.21013779527559054, + "TN": 2972848, + "TP": 1281, + "n_pred": 2169, + "n_ref": 5208 + }, + "15": { + "Dice": 0.8685169010653405, + "FN": 4691, + "FP": 17438, + "IoU": 0.7675915812468492, + "TN": 2883728, + "TP": 73087, + "n_pred": 90525, + "n_ref": 77778 + }, + "2": { + "Dice": 0.9674086966285826, + "FN": 1852, + "FP": 1631, + "IoU": 0.9368747281426707, + "TN": 2923768, + "TP": 51693, + "n_pred": 53324, + "n_ref": 53545 + }, + "3": { + "Dice": 0.9632356137783123, + "FN": 756, + "FP": 1781, + "IoU": 0.9290786089679078, + "TN": 2943172, + "TP": 33235, + "n_pred": 35016, + "n_ref": 33991 + }, + "4": { + "Dice": 0.9198993019796315, + "FN": 370, + "FP": 1030, + "IoU": 0.8516792033054349, + "TN": 2969505, + "TP": 8039, + "n_pred": 9069, + "n_ref": 8409 + }, + "5": { + "Dice": 0.8822599762939549, + "FN": 634, + "FP": 1154, + "IoU": 0.7893248497702369, + "TN": 2970457, + "TP": 6699, + "n_pred": 7853, + "n_ref": 7333 + }, + "6": { + "Dice": 0.9497105671955546, + "FN": 2800, + "FP": 3707, + "IoU": 0.9042370012803721, + "TN": 2910995, + "TP": 61442, + "n_pred": 65149, + "n_ref": 64242 + }, + "7": { + "Dice": 0.895865057982898, + "FN": 1240, + "FP": 3205, + "IoU": 0.8113727986420539, + "TN": 2955379, + "TP": 19120, + "n_pred": 22325, + "n_ref": 20360 + }, + "8": { + "Dice": 0.9517743403093721, + "FN": 1038, + "FP": 817, + "IoU": 0.9079861111111112, + "TN": 2958784, + "TP": 18305, + "n_pred": 19122, + "n_ref": 19343 + }, + "9": { + "Dice": 0.9178621302526343, + "FN": 707, + "FP": 1234, + "IoU": 0.8481933364617551, + "TN": 2966158, + "TP": 10845, + "n_pred": 12079, + "n_ref": 11552 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0390.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0390.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9230005672149745, + "FN": 1029, + "FP": 57, + "IoU": 0.8570111915734036, + "TN": 2095189, + "TP": 6509, + "n_pred": 6566, + "n_ref": 7538 + }, + "10": { + "Dice": 0.9183307390111927, + "FN": 2149, + "FP": 3360, + "IoU": 0.8489940244504139, + "TN": 2066302, + "TP": 30973, + "n_pred": 34333, + "n_ref": 33122 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8361466821885913, + "FN": 604, + "FP": 522, + "IoU": 0.7184296074018505, + "TN": 2098785, + "TP": 2873, + "n_pred": 3395, + "n_ref": 3477 + }, + "13": { + "Dice": 0.8993861465257347, + "FN": 1683, + "FP": 3857, + "IoU": 0.817167750239266, + "TN": 2072483, + "TP": 24761, + "n_pred": 28618, + "n_ref": 26444 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9710926366856821, + "FN": 3939, + "FP": 2532, + "IoU": 0.9438095899689134, + "TN": 1987622, + "TP": 108691, + "n_pred": 111223, + "n_ref": 112630 + }, + "3": { + "Dice": 0.9807492218863173, + "FN": 1956, + "FP": 2355, + "IoU": 0.9622256297918949, + "TN": 1988659, + "TP": 109814, + "n_pred": 112169, + "n_ref": 111770 + }, + "4": { + "Dice": 0.5651644336175395, + "FN": 968, + "FP": 103, + "IoU": 0.3938879456706282, + "TN": 2101017, + "TP": 696, + "n_pred": 799, + "n_ref": 1664 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9304750984595443, + "FN": 2520, + "FP": 4453, + "IoU": 0.8699891859641272, + "TN": 2049150, + "TP": 46661, + "n_pred": 51114, + "n_ref": 49181 + }, + "7": { + "Dice": 0.9383676018814772, + "FN": 4465, + "FP": 370, + "IoU": 0.8838912636280678, + "TN": 2061142, + "TP": 36807, + "n_pred": 37177, + "n_ref": 41272 + }, + "8": { + "Dice": 0.9480362316183212, + "FN": 91, + "FP": 1326, + "IoU": 0.9012061632852263, + "TN": 2088441, + "TP": 12926, + "n_pred": 14252, + "n_ref": 13017 + }, + "9": { + "Dice": 0.8579965403365309, + "FN": 1696, + "FP": 110, + "IoU": 0.7513081795648582, + "TN": 2095522, + "TP": 5456, + "n_pred": 5566, + "n_ref": 7152 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0398.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0398.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8799019607843137, + "FN": 97, + "FP": 1, + "IoU": 0.7855579868708972, + "TN": 1050935, + "TP": 359, + "n_pred": 360, + "n_ref": 456 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9677552397735368, + "FN": 1142, + "FP": 578, + "IoU": 0.9375249718499147, + "TN": 1023861, + "TP": 25811, + "n_pred": 26389, + "n_ref": 26953 + }, + "7": { + "Dice": 0.9851467724147641, + "FN": 2821, + "FP": 344, + "IoU": 0.970728323699422, + "TN": 943267, + "TP": 104960, + "n_pred": 105304, + "n_ref": 107781 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0402.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0402.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": 0.7625203013956399, + "FN": 4988.146666666667, + "FP": 6820.784444444445, + "IoU": 0.6792014790211877, + "TN": 2436930.757777778, + "TP": 33713.644444444435, + "n_pred": 40534.42888888889, + "n_ref": 38701.79111111111 + }, + "mean": { + "1": { + "Dice": 0.811946381111552, + "FN": 1936.2, + "FP": 2522.3, + "IoU": 0.7693114373874281, + "TN": 2438491.6, + "TP": 39503.23333333333, + "n_pred": 42025.53333333333, + "n_ref": 41439.433333333334 + }, + "10": { + "Dice": 0.7961759529882467, + "FN": 7483.433333333333, + "FP": 3905.766666666667, + "IoU": 0.6896789874761885, + "TN": 2446178.7333333334, + "TP": 24885.4, + "n_pred": 28791.166666666668, + "n_ref": 32368.833333333332 + }, + "11": { + "Dice": 0.5783426489064982, + "FN": 210.3, + "FP": 162.76666666666668, + "IoU": 0.4474854761573255, + "TN": 2481609.2333333334, + "TP": 471.03333333333336, + "n_pred": 633.8, + "n_ref": 681.3333333333334 + }, + "12": { + "Dice": 0.41790373262599295, + "FN": 267.3666666666667, + "FP": 97.76666666666667, + "IoU": 0.328959580092285, + "TN": 2481675.6666666665, + "TP": 412.53333333333336, + "n_pred": 510.3, + "n_ref": 679.9 + }, + "13": { + "Dice": 0.7974366315057396, + "FN": 6803.366666666667, + "FP": 2716.1, + "IoU": 0.6763543466706868, + "TN": 2455791.1, + "TP": 17142.766666666666, + "n_pred": 19858.866666666665, + "n_ref": 23946.133333333335 + }, + "14": { + "Dice": 0.661614892050698, + "FN": 4218.5, + "FP": 34294.63333333333, + "IoU": 0.5920637345708067, + "TN": 2402323.966666667, + "TP": 41616.23333333333, + "n_pred": 75910.86666666667, + "n_ref": 45834.73333333333 + }, + "15": { + "Dice": 0.6426697427420466, + "FN": 4177.233333333334, + "FP": 7632.7, + "IoU": 0.5423089408903363, + "TN": 2454696.3, + "TP": 15947.1, + "n_pred": 23579.8, + "n_ref": 20124.333333333332 + }, + "2": { + "Dice": 0.9300163966209055, + "FN": 5734.7, + "FP": 1809.7333333333333, + "IoU": 0.8773311478867813, + "TN": 2428932.2333333334, + "TP": 45976.666666666664, + "n_pred": 47786.4, + "n_ref": 51711.36666666667 + }, + "3": { + "Dice": 0.8972316490009903, + "FN": 6542.533333333334, + "FP": 3054.4666666666667, + "IoU": 0.8539348524784682, + "TN": 2425313.6666666665, + "TP": 47542.666666666664, + "n_pred": 50597.13333333333, + "n_ref": 54085.2 + }, + "4": { + "Dice": 0.7416884519602033, + "FN": 1201.9333333333334, + "FP": 940.7666666666667, + "IoU": 0.6489228693391099, + "TN": 2468653.1, + "TP": 11657.533333333333, + "n_pred": 12598.3, + "n_ref": 12859.466666666667 + }, + "5": { + "Dice": 0.6135667044019167, + "FN": 245.73333333333332, + "FP": 285.9, + "IoU": 0.5064372011359232, + "TN": 2480824.6666666665, + "TP": 1097.0333333333333, + "n_pred": 1382.9333333333334, + "n_ref": 1342.7666666666667 + }, + "6": { + "Dice": 0.9062168699335572, + "FN": 21495.6, + "FP": 34536.9, + "IoU": 0.85227594386843, + "TN": 2284987.5, + "TP": 141433.33333333334, + "n_pred": 175970.23333333334, + "n_ref": 162928.93333333332 + }, + "7": { + "Dice": 0.8612736246286123, + "FN": 12561.833333333334, + "FP": 8676.9, + "IoU": 0.7727891772346384, + "TN": 2361668.7, + "TP": 99545.9, + "n_pred": 108222.8, + "n_ref": 112107.73333333334 + }, + "8": { + "Dice": 0.9127354217688978, + "FN": 662.2, + "FP": 450.06666666666666, + "IoU": 0.8510422026441046, + "TN": 2472806.1666666665, + "TP": 8534.9, + "n_pred": 8984.966666666667, + "n_ref": 9197.1 + }, + "9": { + "Dice": 0.8689854206887421, + "FN": 1281.2666666666667, + "FP": 1225.0, + "IoU": 0.7791262874853011, + "TN": 2470008.7333333334, + "TP": 9938.333333333334, + "n_pred": 11163.333333333334, + "n_ref": 11219.6 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9493707869615372, + "FN": 36913, + "FP": 6582, + "IoU": 0.9036211588062718, + "TN": 2878116, + "TP": 407797, + "n_pred": 414379, + "n_ref": 444710 + }, + "10": { + "Dice": 0.24731814842027922, + "FN": 1368, + "FP": 8876, + "IoU": 0.14110840949107067, + "TN": 3317481, + "TP": 1683, + "n_pred": 10559, + "n_ref": 3051 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.43374880153403644, + "FN": 2623, + "FP": 330, + "IoU": 0.2769343780607248, + "TN": 3325324, + "TP": 1131, + "n_pred": 1461, + "n_ref": 3754 + }, + "13": { + "Dice": 0.35483245339941816, + "FN": 24498, + "FP": 5441, + "IoU": 0.21568165147228335, + "TN": 3291236, + "TP": 8233, + "n_pred": 13674, + "n_ref": 32731 + }, + "14": { + "Dice": 0.8998007251502645, + "FN": 3993, + "FP": 20796, + "IoU": 0.8178524979242136, + "TN": 3193315, + "TP": 111304, + "n_pred": 132100, + "n_ref": 115297 + }, + "15": { + "Dice": 0.5945784927018171, + "FN": 2717, + "FP": 5, + "IoU": 0.42306061890631624, + "TN": 3324690, + "TP": 1996, + "n_pred": 2001, + "n_ref": 4713 + }, + "2": { + "Dice": 0.933699427278795, + "FN": 4493, + "FP": 12096, + "IoU": 0.8756437454553633, + "TN": 3196009, + "TP": 116810, + "n_pred": 128906, + "n_ref": 121303 + }, + "3": { + "Dice": 0.918193853506632, + "FN": 17382, + "FP": 2268, + "IoU": 0.8487600634207164, + "TN": 3199482, + "TP": 110276, + "n_pred": 112544, + "n_ref": 127658 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8561394208468623, + "FN": 1149, + "FP": 1022, + "IoU": 0.7484648360560769, + "TN": 3320777, + "TP": 6460, + "n_pred": 7482, + "n_ref": 7609 + }, + "6": { + "Dice": 0.89329006832351, + "FN": 14362, + "FP": 34539, + "IoU": 0.8071582650119685, + "TN": 3075827, + "TP": 204680, + "n_pred": 239219, + "n_ref": 219042 + }, + "7": { + "Dice": 0.8629778933680105, + "FN": 19901, + "FP": 22247, + "IoU": 0.7589807518556217, + "TN": 3154534, + "TP": 132726, + "n_pred": 154973, + "n_ref": 152627 + }, + "8": { + "Dice": 0.9102145774358753, + "FN": 4793, + "FP": 3517, + "IoU": 0.8352236675126904, + "TN": 3278976, + "TP": 42122, + "n_pred": 45639, + "n_ref": 46915 + }, + "9": { + "Dice": 0.8797602938333655, + "FN": 2104, + "FP": 4116, + "IoU": 0.7853321829163071, + "TN": 3300433, + "TP": 22755, + "n_pred": 26871, + "n_ref": 24859 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0021.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0021.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8575377969762419, + "FN": 1176, + "FP": 473, + "IoU": 0.750604960677556, + "TN": 1395244, + "TP": 4963, + "n_pred": 5436, + "n_ref": 6139 + }, + "11": { + "Dice": 0.6425951398441082, + "FN": 2371, + "FP": 747, + "IoU": 0.4733997635534538, + "TN": 1395935, + "TP": 2803, + "n_pred": 3550, + "n_ref": 5174 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8948974725798761, + "FN": 985, + "FP": 1219, + "IoU": 0.8097868300681799, + "TN": 1390269, + "TP": 9383, + "n_pred": 10602, + "n_ref": 10368 + }, + "14": { + "Dice": 0.9655328360638933, + "FN": 5329, + "FP": 6103, + "IoU": 0.9333624785054355, + "TN": 1230301, + "TP": 160123, + "n_pred": 166226, + "n_ref": 165452 + }, + "15": { + "Dice": 0.4373660905584916, + "FN": 3278, + "FP": 4600, + "IoU": 0.27989031078610604, + "TN": 1390916, + "TP": 3062, + "n_pred": 7662, + "n_ref": 6340 + }, + "2": { + "Dice": 0.9554297709637516, + "FN": 714, + "FP": 475, + "IoU": 0.9146630302160339, + "TN": 1387923, + "TP": 12744, + "n_pred": 13219, + "n_ref": 13458 + }, + "3": { + "Dice": 0.961128503279666, + "FN": 3429, + "FP": 4915, + "IoU": 0.9251659192825112, + "TN": 1290356, + "TP": 103156, + "n_pred": 108071, + "n_ref": 106585 + }, + "4": { + "Dice": 0.7774834437086092, + "FN": 249, + "FP": 87, + "IoU": 0.6359696641386782, + "TN": 1400933, + "TP": 587, + "n_pred": 674, + "n_ref": 836 + }, + "5": { + "Dice": 0.12987012987012986, + "FN": 479, + "FP": 57, + "IoU": 0.06944444444444445, + "TN": 1401280, + "TP": 40, + "n_pred": 97, + "n_ref": 519 + }, + "6": { + "Dice": 0.9283049962919219, + "FN": 6603, + "FP": 6448, + "IoU": 0.86620259782865, + "TN": 1304313, + "TP": 84492, + "n_pred": 90940, + "n_ref": 91095 + }, + "7": { + "Dice": 0.9687654375027358, + "FN": 4128, + "FP": 5862, + "IoU": 0.939422971973271, + "TN": 1236942, + "TP": 154924, + "n_pred": 160786, + "n_ref": 159052 + }, + "8": { + "Dice": 0.8915263593706872, + "FN": 83, + "FP": 310, + "IoU": 0.8042828685258964, + "TN": 1399848, + "TP": 1615, + "n_pred": 1925, + "n_ref": 1698 + }, + "9": { + "Dice": 0.7848910015589461, + "FN": 5946, + "FP": 2471, + "IoU": 0.6459428763723551, + "TN": 1378083, + "TP": 15356, + "n_pred": 17827, + "n_ref": 21302 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0042.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0042.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.5685120212726669, + "FN": 51744, + "FP": 6673, + "IoU": 0.39714760425589, + "TN": 1480187, + "TP": 38484, + "n_pred": 45157, + "n_ref": 90228 + }, + "11": { + "Dice": 0.6430288461538461, + "FN": 485, + "FP": 1891, + "IoU": 0.4738706820194863, + "TN": 1572572, + "TP": 2140, + "n_pred": 4031, + "n_ref": 2625 + }, + "12": { + "Dice": 0.0, + "FN": 6, + "FP": 0, + "IoU": 0.0, + "TN": 1577082, + "TP": 0, + "n_pred": 0, + "n_ref": 6 + }, + "13": { + "Dice": 0.7352118248876579, + "FN": 2097, + "FP": 7272, + "IoU": 0.5812924562030747, + "TN": 1554712, + "TP": 13007, + "n_pred": 20279, + "n_ref": 15104 + }, + "14": { + "Dice": 0.8440533980582524, + "FN": 1390, + "FP": 1694, + "IoU": 0.7301837270341207, + "TN": 1565658, + "TP": 8346, + "n_pred": 10040, + "n_ref": 9736 + }, + "15": { + "Dice": 0.7637493756590266, + "FN": 3619, + "FP": 13409, + "IoU": 0.6177949362542646, + "TN": 1532536, + "TP": 27524, + "n_pred": 40933, + "n_ref": 31143 + }, + "2": { + "Dice": 0.9449191534113317, + "FN": 334, + "FP": 923, + "IoU": 0.8955893346623474, + "TN": 1565049, + "TP": 10782, + "n_pred": 11705, + "n_ref": 11116 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.2737967914438503, + "FN": 550, + "FP": 129, + "IoU": 0.15861214374225527, + "TN": 1576281, + "TP": 128, + "n_pred": 257, + "n_ref": 678 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9565306559458571, + "FN": 7768, + "FP": 6645, + "IoU": 0.9166830452627319, + "TN": 1404098, + "TP": 158577, + "n_pred": 165222, + "n_ref": 166345 + }, + "7": { + "Dice": 0.8807711690291902, + "FN": 6193, + "FP": 3034, + "IoU": 0.7869446753486654, + "TN": 1533780, + "TP": 34081, + "n_pred": 37115, + "n_ref": 40274 + }, + "8": { + "Dice": 0.8440007131395971, + "FN": 500, + "FP": 375, + "IoU": 0.730104873534855, + "TN": 1573846, + "TP": 2367, + "n_pred": 2742, + "n_ref": 2867 + }, + "9": { + "Dice": 0.7754466480904769, + "FN": 746, + "FP": 4734, + "IoU": 0.6332485611029314, + "TN": 1562146, + "TP": 9462, + "n_pred": 14196, + "n_ref": 10208 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0045.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0045.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3855104, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8634049147664379, + "FN": 1388, + "FP": 1697, + "IoU": 0.7596416049863655, + "TN": 3842269, + "TP": 9750, + "n_pred": 11447, + "n_ref": 11138 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3855104, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3855104, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7745506487322937, + "FN": 10423, + "FP": 941, + "IoU": 0.6320543953375425, + "TN": 3824219, + "TP": 19521, + "n_pred": 20462, + "n_ref": 29944 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3855104, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3855104, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9492198992018134, + "FN": 6517, + "FP": 4012, + "IoU": 0.9033478065303799, + "TN": 3746167, + "TP": 98408, + "n_pred": 102420, + "n_ref": 104925 + }, + "3": { + "Dice": 0.9519505067894405, + "FN": 4898, + "FP": 4787, + "IoU": 0.9083068242066197, + "TN": 3749480, + "TP": 95939, + "n_pred": 100726, + "n_ref": 100837 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3855104, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8190156089780107, + "FN": 1776, + "FP": 4578, + "IoU": 0.6935024842024022, + "TN": 3834373, + "TP": 14377, + "n_pred": 18955, + "n_ref": 16153 + }, + "6": { + "Dice": 0.8757914571123765, + "FN": 5340, + "FP": 12590, + "IoU": 0.7790293559439008, + "TN": 3773962, + "TP": 63212, + "n_pred": 75802, + "n_ref": 68552 + }, + "7": { + "Dice": 0.9441608084933695, + "FN": 5035, + "FP": 12027, + "IoU": 0.8942278484151536, + "TN": 3693795, + "TP": 144247, + "n_pred": 156274, + "n_ref": 149282 + }, + "8": { + "Dice": 0.9436162283036951, + "FN": 871, + "FP": 1247, + "IoU": 0.8932513482183357, + "TN": 3835263, + "TP": 17723, + "n_pred": 18970, + "n_ref": 18594 + }, + "9": { + "Dice": 0.8149577324714072, + "FN": 6336, + "FP": 2967, + "IoU": 0.6877035147201987, + "TN": 3825315, + "TP": 20486, + "n_pred": 23453, + "n_ref": 26822 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0048.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0048.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 11991, + "IoU": 0.0, + "TN": 4368809, + "TP": 0, + "n_pred": 11991, + "n_ref": 0 + }, + "10": { + "Dice": 0.7500906500906501, + "FN": 5904, + "FP": 13394, + "IoU": 0.6001160405312999, + "TN": 4332541, + "TP": 28961, + "n_pred": 42355, + "n_ref": 34865 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4380800, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 122, + "FP": 0, + "IoU": 0.0, + "TN": 4380678, + "TP": 0, + "n_pred": 0, + "n_ref": 122 + }, + "13": { + "Dice": 0.739641895403222, + "FN": 28771, + "FP": 4295, + "IoU": 0.5868505884998876, + "TN": 4300766, + "TP": 46968, + "n_pred": 51263, + "n_ref": 75739 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4380800, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4380800, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9101298701298701, + "FN": 1889, + "FP": 2782, + "IoU": 0.8350810295519543, + "TN": 4352477, + "TP": 23652, + "n_pred": 26434, + "n_ref": 25541 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4380800, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.4624508396279418, + "FN": 8182, + "FP": 429, + "IoU": 0.3007714169711734, + "TN": 4368485, + "TP": 3704, + "n_pred": 4133, + "n_ref": 11886 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4380800, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.958188263140852, + "FN": 3643, + "FP": 10948, + "IoU": 0.9197326438552096, + "TN": 4199020, + "TP": 167189, + "n_pred": 178137, + "n_ref": 170832 + }, + "7": { + "Dice": 0.7947111440239185, + "FN": 55015, + "FP": 11794, + "IoU": 0.6593532663009116, + "TN": 4184676, + "TP": 129315, + "n_pred": 141109, + "n_ref": 184330 + }, + "8": { + "Dice": 0.8710436829714884, + "FN": 153, + "FP": 340, + "IoU": 0.7715477293790547, + "TN": 4378642, + "TP": 1665, + "n_pred": 2005, + "n_ref": 1818 + }, + "9": { + "Dice": 0.6132286995515696, + "FN": 227, + "FP": 463, + "IoU": 0.4421988682295877, + "TN": 4379563, + "TP": 547, + "n_pred": 1010, + "n_ref": 774 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0057.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0057.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9249611552874508, + "FN": 247, + "FP": 574, + "IoU": 0.8603978915150484, + "TN": 1571207, + "TP": 5060, + "n_pred": 5634, + "n_ref": 5307 + }, + "10": { + "Dice": 0.8262768817204301, + "FN": 1236, + "FP": 1866, + "IoU": 0.7039793873461209, + "TN": 1566609, + "TP": 7377, + "n_pred": 9243, + "n_ref": 8613 + }, + "11": { + "Dice": 0.5207547169811321, + "FN": 223, + "FP": 285, + "IoU": 0.3520408163265306, + "TN": 1576304, + "TP": 276, + "n_pred": 561, + "n_ref": 499 + }, + "12": { + "Dice": 0.0, + "FN": 6, + "FP": 116, + "IoU": 0.0, + "TN": 1576966, + "TP": 0, + "n_pred": 116, + "n_ref": 6 + }, + "13": { + "Dice": 0.6760040812540581, + "FN": 4073, + "FP": 2913, + "IoU": 0.5105786745131008, + "TN": 1562814, + "TP": 7288, + "n_pred": 10201, + "n_ref": 11361 + }, + "14": { + "Dice": 0.8895101090997009, + "FN": 12830, + "FP": 1794, + "IoU": 0.8010069397196897, + "TN": 1503598, + "TP": 58866, + "n_pred": 60660, + "n_ref": 71696 + }, + "15": { + "Dice": 0.858900643974241, + "FN": 3736, + "FP": 1172, + "IoU": 0.7526957573314522, + "TN": 1557242, + "TP": 14938, + "n_pred": 16110, + "n_ref": 18674 + }, + "2": { + "Dice": 0.9438882266145369, + "FN": 1358, + "FP": 5373, + "IoU": 0.8937389492296034, + "TN": 1513744, + "TP": 56613, + "n_pred": 61986, + "n_ref": 57971 + }, + "3": { + "Dice": 0.9540051797771438, + "FN": 1754, + "FP": 6291, + "IoU": 0.9120553575723125, + "TN": 1485610, + "TP": 83433, + "n_pred": 89724, + "n_ref": 85187 + }, + "4": { + "Dice": 0.928884464195909, + "FN": 3328, + "FP": 3601, + "IoU": 0.8672122036756674, + "TN": 1524907, + "TP": 45252, + "n_pred": 48853, + "n_ref": 48580 + }, + "5": { + "Dice": 0.7822672991984295, + "FN": 462, + "FP": 869, + "IoU": 0.6423965609887158, + "TN": 1573366, + "TP": 2391, + "n_pred": 3260, + "n_ref": 2853 + }, + "6": { + "Dice": 0.8768643958197141, + "FN": 62216, + "FP": 7289, + "IoU": 0.7807288741947492, + "TN": 1260106, + "TP": 247477, + "n_pred": 254766, + "n_ref": 309693 + }, + "7": { + "Dice": 0.8499434175782723, + "FN": 7346, + "FP": 2599, + "IoU": 0.7390448701128313, + "TN": 1538978, + "TP": 28165, + "n_pred": 30764, + "n_ref": 35511 + }, + "8": { + "Dice": 0.5326633165829145, + "FN": 21, + "FP": 72, + "IoU": 0.363013698630137, + "TN": 1576942, + "TP": 53, + "n_pred": 125, + "n_ref": 74 + }, + "9": { + "Dice": 0.7219680621493311, + "FN": 1001, + "FP": 2220, + "IoU": 0.5649061191408888, + "TN": 1569685, + "TP": 4182, + "n_pred": 6402, + "n_ref": 5183 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0076.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0076.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 1, + "FP": 0, + "IoU": 0.0, + "TN": 1927551, + "TP": 0, + "n_pred": 0, + "n_ref": 1 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7087719298245614, + "FN": 32, + "FP": 51, + "IoU": 0.5489130434782609, + "TN": 1927368, + "TP": 101, + "n_pred": 152, + "n_ref": 133 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9482417437445948, + "FN": 3300, + "FP": 7293, + "IoU": 0.9015776563719479, + "TN": 1819924, + "TP": 97035, + "n_pred": 104328, + "n_ref": 100335 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9073855732927072, + "FN": 2004, + "FP": 4987, + "IoU": 0.8304718948542607, + "TN": 1886314, + "TP": 34247, + "n_pred": 39234, + "n_ref": 36251 + }, + "7": { + "Dice": 0.9074104482863778, + "FN": 1785, + "FP": 2162, + "IoU": 0.8305135692201993, + "TN": 1904264, + "TP": 19341, + "n_pred": 21503, + "n_ref": 21126 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0081.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0081.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9668251824444722, + "FN": 1672, + "FP": 1251, + "IoU": 0.9357808243255119, + "TN": 2232500, + "TP": 42593, + "n_pred": 43844, + "n_ref": 44265 + }, + "10": { + "Dice": 0.8307539723536583, + "FN": 4628, + "FP": 3563, + "IoU": 0.7105039937795999, + "TN": 2249722, + "TP": 20103, + "n_pred": 23666, + "n_ref": 24731 + }, + "11": { + "Dice": 0.7447495961227787, + "FN": 142, + "FP": 174, + "IoU": 0.5933075933075933, + "TN": 2277239, + "TP": 461, + "n_pred": 635, + "n_ref": 603 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8472439647359314, + "FN": 3604, + "FP": 3812, + "IoU": 0.7349724823100565, + "TN": 2250034, + "TP": 20566, + "n_pred": 24378, + "n_ref": 24170 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8757624398073837, + "FN": 363, + "FP": 411, + "IoU": 0.7789834380354084, + "TN": 2274514, + "TP": 2728, + "n_pred": 3139, + "n_ref": 3091 + }, + "3": { + "Dice": 0.9551467132209763, + "FN": 547, + "FP": 789, + "IoU": 0.9141443351969668, + "TN": 2262455, + "TP": 14225, + "n_pred": 15014, + "n_ref": 14772 + }, + "4": { + "Dice": 0.6679790026246719, + "FN": 240, + "FP": 266, + "IoU": 0.5014778325123153, + "TN": 2277001, + "TP": 509, + "n_pred": 775, + "n_ref": 749 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9715289932810118, + "FN": 6179, + "FP": 5923, + "IoU": 0.9446343036741192, + "TN": 2059433, + "TP": 206481, + "n_pred": 212404, + "n_ref": 212660 + }, + "7": { + "Dice": 0.9188907738045249, + "FN": 1970, + "FP": 2859, + "IoU": 0.8499518379268558, + "TN": 2245833, + "TP": 27354, + "n_pred": 30213, + "n_ref": 29324 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9117147707979627, + "FN": 2504, + "FP": 1760, + "IoU": 0.8377535101404057, + "TN": 2251735, + "TP": 22017, + "n_pred": 23777, + "n_ref": 24521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0094.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0094.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9015676232412666, + "FN": 999, + "FP": 9418, + "IoU": 0.8207766288732515, + "TN": 3972213, + "TP": 47706, + "n_pred": 57124, + "n_ref": 48705 + }, + "10": { + "Dice": 0.882158846643574, + "FN": 5815, + "FP": 2792, + "IoU": 0.7891629718541019, + "TN": 3989513, + "TP": 32216, + "n_pred": 35008, + "n_ref": 38031 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4030336, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4030336, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7900274473924978, + "FN": 1597, + "FP": 5747, + "IoU": 0.6529300567107751, + "TN": 4009176, + "TP": 13816, + "n_pred": 19563, + "n_ref": 15413 + }, + "14": { + "Dice": 0.11468711800264572, + "FN": 8976, + "FP": 96764, + "IoU": 0.060831875227597726, + "TN": 3917747, + "TP": 6849, + "n_pred": 103613, + "n_ref": 15825 + }, + "15": { + "Dice": 0.9207881381231964, + "FN": 311, + "FP": 4465, + "IoU": 0.8532042415859843, + "TN": 3997801, + "TP": 27759, + "n_pred": 32224, + "n_ref": 28070 + }, + "2": { + "Dice": 0.9734093215707705, + "FN": 828, + "FP": 875, + "IoU": 0.9481961428484517, + "TN": 3997462, + "TP": 31171, + "n_pred": 32046, + "n_ref": 31999 + }, + "3": { + "Dice": 0.9616996499685174, + "FN": 3436, + "FP": 2221, + "IoU": 0.9262249116446485, + "TN": 3953657, + "TP": 71022, + "n_pred": 73243, + "n_ref": 74458 + }, + "4": { + "Dice": 0.7061781609195402, + "FN": 108, + "FP": 710, + "IoU": 0.5458078845086063, + "TN": 4028535, + "TP": 983, + "n_pred": 1693, + "n_ref": 1091 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4030336, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9813644784139564, + "FN": 8315, + "FP": 2318, + "IoU": 0.9634108153679393, + "TN": 3739731, + "TP": 279972, + "n_pred": 282290, + "n_ref": 288287 + }, + "7": { + "Dice": 0.9231880963720869, + "FN": 340, + "FP": 4337, + "IoU": 0.8573345941494067, + "TN": 3997553, + "TP": 28106, + "n_pred": 32443, + "n_ref": 28446 + }, + "8": { + "Dice": 0.9595887702649268, + "FN": 34, + "FP": 477, + "IoU": 0.9223168136211615, + "TN": 4023758, + "TP": 6067, + "n_pred": 6544, + "n_ref": 6101 + }, + "9": { + "Dice": 0.924133143055502, + "FN": 772, + "FP": 1195, + "IoU": 0.8589660858966086, + "TN": 4016389, + "TP": 11980, + "n_pred": 13175, + "n_ref": 12752 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0109.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0109.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9828881469115192, + "FN": 353, + "FP": 57, + "IoU": 0.9663520722199426, + "TN": 4894311, + "TP": 11775, + "n_pred": 11832, + "n_ref": 12128 + }, + "10": { + "Dice": 0.9017300321143686, + "FN": 1787, + "FP": 2956, + "IoU": 0.8210458798671899, + "TN": 4879992, + "TP": 21761, + "n_pred": 24717, + "n_ref": 23548 + }, + "11": { + "Dice": 0.7168458781362007, + "FN": 182, + "FP": 134, + "IoU": 0.5586592178770949, + "TN": 4905780, + "TP": 400, + "n_pred": 534, + "n_ref": 582 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 26, + "IoU": 0.0, + "TN": 4906470, + "TP": 0, + "n_pred": 26, + "n_ref": 0 + }, + "13": { + "Dice": 0.883598579508089, + "FN": 1902, + "FP": 1638, + "IoU": 0.7914703110273327, + "TN": 4889520, + "TP": 13436, + "n_pred": 15074, + "n_ref": 15338 + }, + "14": { + "Dice": 0.056584128647937874, + "FN": 3498, + "FP": 399717, + "IoU": 0.02911581071352036, + "TN": 4491189, + "TP": 12092, + "n_pred": 411809, + "n_ref": 15590 + }, + "15": { + "Dice": 0.8085372387926415, + "FN": 3370, + "FP": 13782, + "IoU": 0.678608904212262, + "TN": 4853128, + "TP": 36216, + "n_pred": 49998, + "n_ref": 39586 + }, + "2": { + "Dice": 0.9826034651538561, + "FN": 1699, + "FP": 1251, + "IoU": 0.9658018594514386, + "TN": 4820234, + "TP": 83312, + "n_pred": 84563, + "n_ref": 85011 + }, + "3": { + "Dice": 1.0, + "FN": 0, + "FP": 0, + "IoU": 1.0, + "TN": 4906492, + "TP": 4, + "n_pred": 4, + "n_ref": 4 + }, + "4": { + "Dice": 0.9225289403383793, + "FN": 768, + "FP": 2277, + "IoU": 0.856198347107438, + "TN": 4885321, + "TP": 18130, + "n_pred": 20407, + "n_ref": 18898 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4906496, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.5114128726540649, + "FN": 2357, + "FP": 120444, + "IoU": 0.34355588817020366, + "TN": 4719426, + "TP": 64269, + "n_pred": 184713, + "n_ref": 66626 + }, + "7": { + "Dice": 0.8892462384742117, + "FN": 30474, + "FP": 42532, + "IoU": 0.8005790925728646, + "TN": 4540406, + "TP": 293084, + "n_pred": 335616, + "n_ref": 323558 + }, + "8": { + "Dice": 0.9716688800354139, + "FN": 447, + "FP": 65, + "IoU": 0.9448988377098579, + "TN": 4897204, + "TP": 8780, + "n_pred": 8845, + "n_ref": 9227 + }, + "9": { + "Dice": 0.9592018396261405, + "FN": 629, + "FP": 471, + "IoU": 0.9216021666310313, + "TN": 4892465, + "TP": 12931, + "n_pred": 13402, + "n_ref": 13560 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0111.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0111.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9436858994525892, + "FN": 1251, + "FP": 1434, + "IoU": 0.8933762211103169, + "TN": 3479458, + "TP": 22497, + "n_pred": 23931, + "n_ref": 23748 + }, + "10": { + "Dice": 0.8999981923028254, + "FN": 5067, + "FP": 5997, + "IoU": 0.8181788302575143, + "TN": 3443789, + "TP": 49787, + "n_pred": 55784, + "n_ref": 54854 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3504640, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7521042628292153, + "FN": 677, + "FP": 236, + "IoU": 0.602697998259356, + "TN": 3502342, + "TP": 1385, + "n_pred": 1621, + "n_ref": 2062 + }, + "13": { + "Dice": 0.7581529517979433, + "FN": 6702, + "FP": 4281, + "IoU": 0.6105042910844741, + "TN": 3476442, + "TP": 17215, + "n_pred": 21496, + "n_ref": 23917 + }, + "14": { + "Dice": 0.7895622398677569, + "FN": 4703, + "FP": 2426, + "IoU": 0.6522947861288592, + "TN": 3484137, + "TP": 13374, + "n_pred": 15800, + "n_ref": 18077 + }, + "15": { + "Dice": 0.9558581639468464, + "FN": 7952, + "FP": 904, + "IoU": 0.9154485826944558, + "TN": 3399899, + "TP": 95885, + "n_pred": 96789, + "n_ref": 103837 + }, + "2": { + "Dice": 0.9716902523843955, + "FN": 3418, + "FP": 693, + "IoU": 0.9449392604101094, + "TN": 3429977, + "TP": 70552, + "n_pred": 71245, + "n_ref": 73970 + }, + "3": { + "Dice": 0.9811765080274317, + "FN": 1552, + "FP": 1997, + "IoU": 0.963048570982352, + "TN": 3408595, + "TP": 92496, + "n_pred": 94493, + "n_ref": 94048 + }, + "4": { + "Dice": 0.8843008883214256, + "FN": 3732, + "FP": 527, + "IoU": 0.7925980034088143, + "TN": 3484105, + "TP": 16276, + "n_pred": 16803, + "n_ref": 20008 + }, + "5": { + "Dice": 0.7090927399053469, + "FN": 2834, + "FP": 55, + "IoU": 0.5492979719188767, + "TN": 3498230, + "TP": 3521, + "n_pred": 3576, + "n_ref": 6355 + }, + "6": { + "Dice": 0.9549317069979428, + "FN": 9482, + "FP": 2918, + "IoU": 0.9137505303646822, + "TN": 3360871, + "TP": 131369, + "n_pred": 134287, + "n_ref": 140851 + }, + "7": { + "Dice": 0.9202716415580361, + "FN": 3964, + "FP": 1143, + "IoU": 0.8523177467395391, + "TN": 3470059, + "TP": 29474, + "n_pred": 30617, + "n_ref": 33438 + }, + "8": { + "Dice": 0.9743199643259974, + "FN": 375, + "FP": 604, + "IoU": 0.9499258349956524, + "TN": 3485089, + "TP": 18572, + "n_pred": 19176, + "n_ref": 18947 + }, + "9": { + "Dice": 0.8033626691186129, + "FN": 954, + "FP": 2040, + "IoU": 0.6713501646542261, + "TN": 3495530, + "TP": 6116, + "n_pred": 8156, + "n_ref": 7070 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0116.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0116.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9416843997510966, + "FN": 9537, + "FP": 13236, + "IoU": 0.8897954443170105, + "TN": 2421837, + "TP": 183870, + "n_pred": 197106, + "n_ref": 193407 + }, + "10": { + "Dice": 0.5557756006940184, + "FN": 6511, + "FP": 18836, + "IoU": 0.38482634759604883, + "TN": 2587277, + "TP": 15856, + "n_pred": 34692, + "n_ref": 22367 + }, + "11": { + "Dice": 0.13636363636363635, + "FN": 65, + "FP": 49, + "IoU": 0.07317073170731707, + "TN": 2628357, + "TP": 9, + "n_pred": 58, + "n_ref": 74 + }, + "12": { + "Dice": 0.08294930875576037, + "FN": 157, + "FP": 440, + "IoU": 0.04326923076923077, + "TN": 2627856, + "TP": 27, + "n_pred": 467, + "n_ref": 184 + }, + "13": { + "Dice": 0.7538775396137831, + "FN": 8008, + "FP": 799, + "IoU": 0.6049786947746132, + "TN": 2606185, + "TP": 13488, + "n_pred": 14287, + "n_ref": 21496 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.28225123818099956, + "FN": 26979, + "FP": 12874, + "IoU": 0.16431462182054563, + "TN": 2580791, + "TP": 7836, + "n_pred": 20710, + "n_ref": 34815 + }, + "2": { + "Dice": 0.946551420003528, + "FN": 695, + "FP": 517, + "IoU": 0.8985264567983925, + "TN": 2616536, + "TP": 10732, + "n_pred": 11249, + "n_ref": 11427 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 5356, + "IoU": 0.0, + "TN": 2623124, + "TP": 0, + "n_pred": 5356, + "n_ref": 0 + }, + "4": { + "Dice": 0.7533222591362126, + "FN": 7, + "FP": 587, + "IoU": 0.6042638241172552, + "TN": 2626979, + "TP": 907, + "n_pred": 1494, + "n_ref": 914 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9825519045376396, + "FN": 2993, + "FP": 3157, + "IoU": 0.9657022396716338, + "TN": 2449168, + "TP": 173162, + "n_pred": 176319, + "n_ref": 176155 + }, + "7": { + "Dice": 0.7448536220528528, + "FN": 61431, + "FP": 3045, + "IoU": 0.5934396458770785, + "TN": 2469891, + "TP": 94113, + "n_pred": 97158, + "n_ref": 155544 + }, + "8": { + "Dice": 0.9714773922187171, + "FN": 220, + "FP": 648, + "IoU": 0.9445367412140575, + "TN": 2612830, + "TP": 14782, + "n_pred": 15430, + "n_ref": 15002 + }, + "9": { + "Dice": 0.919261339867328, + "FN": 291, + "FP": 1060, + "IoU": 0.8505861535058615, + "TN": 2619438, + "TP": 7691, + "n_pred": 8751, + "n_ref": 7982 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0138.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0138.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9772773519636437, + "FN": 109, + "FP": 226, + "IoU": 0.9555643984613343, + "TN": 2095245, + "TP": 7204, + "n_pred": 7430, + "n_ref": 7313 + }, + "10": { + "Dice": 0.8781562960616037, + "FN": 4624, + "FP": 4221, + "IoU": 0.782779537807903, + "TN": 2062065, + "TP": 31874, + "n_pred": 36095, + "n_ref": 36498 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8156288156288156, + "FN": 936, + "FP": 423, + "IoU": 0.688659793814433, + "TN": 2098419, + "TP": 3006, + "n_pred": 3429, + "n_ref": 3942 + }, + "13": { + "Dice": 0.8660359801488834, + "FN": 4772, + "FP": 3866, + "IoU": 0.7637243907109057, + "TN": 2066225, + "TP": 27921, + "n_pred": 31787, + "n_ref": 32693 + }, + "14": { + "Dice": 0.9374738939048293, + "FN": 2405, + "FP": 1487, + "IoU": 0.8823066920681001, + "TN": 2069715, + "TP": 29177, + "n_pred": 30664, + "n_ref": 31582 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 2803, + "IoU": 0.0, + "TN": 2099981, + "TP": 0, + "n_pred": 2803, + "n_ref": 0 + }, + "2": { + "Dice": 0.9188418736990442, + "FN": 14041, + "FP": 1048, + "IoU": 0.8498681657628974, + "TN": 2002279, + "TP": 85416, + "n_pred": 86464, + "n_ref": 99457 + }, + "3": { + "Dice": 0.9373207883647019, + "FN": 3770, + "FP": 13171, + "IoU": 0.8820354986735, + "TN": 1959173, + "TP": 126670, + "n_pred": 139841, + "n_ref": 130440 + }, + "4": { + "Dice": 0.9448338161542535, + "FN": 2223, + "FP": 1319, + "IoU": 0.895436027631812, + "TN": 2068910, + "TP": 30332, + "n_pred": 31651, + "n_ref": 32555 + }, + "5": { + "Dice": 0.32323232323232326, + "FN": 66, + "FP": 1, + "IoU": 0.1927710843373494, + "TN": 2102701, + "TP": 16, + "n_pred": 17, + "n_ref": 82 + }, + "6": { + "Dice": 0.9627838359872853, + "FN": 4964, + "FP": 2377, + "IoU": 0.92823836476143, + "TN": 2000487, + "TP": 94956, + "n_pred": 97333, + "n_ref": 99920 + }, + "7": { + "Dice": 0.9116305945307691, + "FN": 3633, + "FP": 3402, + "IoU": 0.8376113752827663, + "TN": 2059462, + "TP": 36287, + "n_pred": 39689, + "n_ref": 39920 + }, + "8": { + "Dice": 0.9753842663490443, + "FN": 643, + "FP": 225, + "IoU": 0.9519512870190977, + "TN": 2084719, + "TP": 17197, + "n_pred": 17422, + "n_ref": 17840 + }, + "9": { + "Dice": 0.9740334414314956, + "FN": 444, + "FP": 685, + "IoU": 0.9493812769010043, + "TN": 2080480, + "TP": 21175, + "n_pred": 21860, + "n_ref": 21619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0158.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0158.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9647469742506701, + "FN": 596, + "FP": 272, + "IoU": 0.931894860729698, + "TN": 1564343, + "TP": 11877, + "n_pred": 12149, + "n_ref": 12473 + }, + "10": { + "Dice": 0.9017553832203229, + "FN": 5112, + "FP": 2147, + "IoU": 0.8210879156089025, + "TN": 1536515, + "TP": 33314, + "n_pred": 35461, + "n_ref": 38426 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7728721238751702, + "FN": 13943, + "FP": 2236, + "IoU": 0.629821992403789, + "TN": 1533382, + "TP": 27527, + "n_pred": 29763, + "n_ref": 41470 + }, + "14": { + "Dice": 0.8066765265159518, + "FN": 8387, + "FP": 763, + "IoU": 0.6759915014164306, + "TN": 1548848, + "TP": 19090, + "n_pred": 19853, + "n_ref": 27477 + }, + "15": { + "Dice": 0.8146707018302349, + "FN": 2451, + "FP": 2693, + "IoU": 0.6872948328267477, + "TN": 1560638, + "TP": 11306, + "n_pred": 13999, + "n_ref": 13757 + }, + "2": { + "Dice": 0.9698092324719844, + "FN": 3384, + "FP": 544, + "IoU": 0.9413880060283212, + "TN": 1510071, + "TP": 63089, + "n_pred": 63633, + "n_ref": 66473 + }, + "3": { + "Dice": 0.9121225105724985, + "FN": 3757, + "FP": 5677, + "IoU": 0.8384423057163407, + "TN": 1518694, + "TP": 48960, + "n_pred": 54637, + "n_ref": 52717 + }, + "4": { + "Dice": 0.896517280415529, + "FN": 574, + "FP": 2534, + "IoU": 0.8124434252609981, + "TN": 1560517, + "TP": 13463, + "n_pred": 15997, + "n_ref": 14037 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9873693618107866, + "FN": 1246, + "FP": 1524, + "IoU": 0.9750538099226398, + "TN": 1466049, + "TP": 108269, + "n_pred": 109793, + "n_ref": 109515 + }, + "7": { + "Dice": 0.6355783254178976, + "FN": 645, + "FP": 9100, + "IoU": 0.4658225072630598, + "TN": 1558845, + "TP": 8498, + "n_pred": 17598, + "n_ref": 9143 + }, + "8": { + "Dice": 0.9796964320914646, + "FN": 43, + "FP": 60, + "IoU": 0.9602009273570324, + "TN": 1574500, + "TP": 2485, + "n_pred": 2545, + "n_ref": 2528 + }, + "9": { + "Dice": 0.9660358440907382, + "FN": 145, + "FP": 668, + "IoU": 0.9343030303030303, + "TN": 1564713, + "TP": 11562, + "n_pred": 12230, + "n_ref": 11707 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0166.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0166.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9563340122199593, + "FN": 491, + "FP": 581, + "IoU": 0.9163219108578565, + "TN": 1564277, + "TP": 11739, + "n_pred": 12320, + "n_ref": 12230 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9408403815008098, + "FN": 1549, + "FP": 1081, + "IoU": 0.8882895128063544, + "TN": 1553545, + "TP": 20913, + "n_pred": 21994, + "n_ref": 22462 + }, + "14": { + "Dice": 0.9192380425257137, + "FN": 5575, + "FP": 1429, + "IoU": 0.850546261522704, + "TN": 1530224, + "TP": 39860, + "n_pred": 41289, + "n_ref": 45435 + }, + "15": { + "Dice": 0.9302265372168285, + "FN": 1308, + "FP": 848, + "IoU": 0.8695546950629235, + "TN": 1560560, + "TP": 14372, + "n_pred": 15220, + "n_ref": 15680 + }, + "2": { + "Dice": 0.9568281938325991, + "FN": 246, + "FP": 48, + "IoU": 0.9172297297297297, + "TN": 1573536, + "TP": 3258, + "n_pred": 3306, + "n_ref": 3504 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9598507211575228, + "FN": 1283, + "FP": 1342, + "IoU": 0.922800929329765, + "TN": 1543085, + "TP": 31378, + "n_pred": 32720, + "n_ref": 32661 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9914082699530073, + "FN": 2656, + "FP": 986, + "IoU": 0.9829629179160683, + "TN": 1363319, + "TP": 210127, + "n_pred": 211113, + "n_ref": 212783 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.8170813077876274, + "FN": 3704, + "FP": 134, + "IoU": 0.6907332796132152, + "TN": 1564678, + "TP": 8572, + "n_pred": 8706, + "n_ref": 12276 + }, + "9": { + "Dice": 0.94921883583467, + "FN": 723, + "FP": 1588, + "IoU": 0.9033458803847763, + "TN": 1553178, + "TP": 21599, + "n_pred": 23187, + "n_ref": 22322 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0170.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0170.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8661181750186986, + "FN": 127, + "FP": 52, + "IoU": 0.7638522427440633, + "TN": 1225866, + "TP": 579, + "n_pred": 631, + "n_ref": 706 + }, + "10": { + "Dice": 0.5555555555555556, + "FN": 5, + "FP": 3, + "IoU": 0.38461538461538464, + "TN": 1226611, + "TP": 5, + "n_pred": 8, + "n_ref": 10 + }, + "11": { + "Dice": 0.803456116416553, + "FN": 1567, + "FP": 594, + "IoU": 0.6714806932198236, + "TN": 1220046, + "TP": 4417, + "n_pred": 5011, + "n_ref": 5984 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.922920892494929, + "FN": 45, + "FP": 335, + "IoU": 0.8568738229755178, + "TN": 1223969, + "TP": 2275, + "n_pred": 2610, + "n_ref": 2320 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9700063476280734, + "FN": 4465, + "FP": 2292, + "IoU": 0.9417595393857903, + "TN": 1110605, + "TP": 109262, + "n_pred": 111554, + "n_ref": 113727 + }, + "3": { + "Dice": 0.9781017797820609, + "FN": 2950, + "FP": 2508, + "IoU": 0.9571420719114887, + "TN": 1099273, + "TP": 121893, + "n_pred": 124401, + "n_ref": 124843 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9594180704441041, + "FN": 1054, + "FP": 2232, + "IoU": 0.9220014716703459, + "TN": 1184495, + "TP": 38843, + "n_pred": 41075, + "n_ref": 39897 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.8923299827945305, + "FN": 1792, + "FP": 586, + "IoU": 0.8055918901242642, + "TN": 1214392, + "TP": 9854, + "n_pred": 10440, + "n_ref": 11646 + }, + "9": { + "Dice": 0.9548574577884663, + "FN": 1062, + "FP": 740, + "IoU": 0.913614573346117, + "TN": 1205764, + "TP": 19058, + "n_pred": 19798, + "n_ref": 20120 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0214.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0214.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9581394295548988, + "FN": 3163, + "FP": 534, + "IoU": 0.9196426630730107, + "TN": 654921, + "TP": 42310, + "n_pred": 42844, + "n_ref": 45473 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0217.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0217.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9822441027555473, + "FN": 915, + "FP": 607, + "IoU": 0.9651077487391105, + "TN": 832540, + "TP": 42098, + "n_pred": 42705, + "n_ref": 43013 + }, + "10": { + "Dice": 0.9142214004341185, + "FN": 2754, + "FP": 4715, + "IoU": 0.8419961498593218, + "TN": 828889, + "TP": 39802, + "n_pred": 44517, + "n_ref": 42556 + }, + "11": { + "Dice": 0.391304347826087, + "FN": 0, + "FP": 28, + "IoU": 0.24324324324324326, + "TN": 876123, + "TP": 9, + "n_pred": 37, + "n_ref": 9 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.909483659675284, + "FN": 917, + "FP": 2980, + "IoU": 0.8339936102236422, + "TN": 852685, + "TP": 19578, + "n_pred": 22558, + "n_ref": 20495 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9561457689932057, + "FN": 46, + "FP": 25, + "IoU": 0.9159763313609467, + "TN": 875315, + "TP": 774, + "n_pred": 799, + "n_ref": 820 + }, + "3": { + "Dice": 0.9782944141549224, + "FN": 214, + "FP": 208, + "IoU": 0.9575110753121224, + "TN": 866228, + "TP": 9510, + "n_pred": 9718, + "n_ref": 9724 + }, + "4": { + "Dice": 0.8269662921348314, + "FN": 251, + "FP": 288, + "IoU": 0.7049808429118773, + "TN": 874333, + "TP": 1288, + "n_pred": 1576, + "n_ref": 1539 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9882191884050691, + "FN": 1733, + "FP": 2019, + "IoU": 0.976712719869909, + "TN": 715042, + "TP": 157366, + "n_pred": 159385, + "n_ref": 159099 + }, + "7": { + "Dice": 0.9567414594703861, + "FN": 426, + "FP": 430, + "IoU": 0.9170703352063554, + "TN": 865838, + "TP": 9466, + "n_pred": 9896, + "n_ref": 9892 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9382868089764641, + "FN": 530, + "FP": 372, + "IoU": 0.8837479056579456, + "TN": 868401, + "TP": 6857, + "n_pred": 7229, + "n_ref": 7387 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0226.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0226.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9720164287111285, + "FN": 332, + "FP": 3245, + "IoU": 0.9455563842255065, + "TN": 2212315, + "TP": 62124, + "n_pred": 65369, + "n_ref": 62456 + }, + "10": { + "Dice": 0.9211277752884015, + "FN": 5207, + "FP": 3770, + "IoU": 0.8537876443474437, + "TN": 2216619, + "TP": 52420, + "n_pred": 56190, + "n_ref": 57627 + }, + "11": { + "Dice": 0.8468468468468469, + "FN": 73, + "FP": 29, + "IoU": 0.734375, + "TN": 2277632, + "TP": 282, + "n_pred": 311, + "n_ref": 355 + }, + "12": { + "Dice": 0.5479744136460555, + "FN": 102, + "FP": 322, + "IoU": 0.37738619676945667, + "TN": 2277335, + "TP": 257, + "n_pred": 579, + "n_ref": 359 + }, + "13": { + "Dice": 0.7014598294056168, + "FN": 3721, + "FP": 5134, + "IoU": 0.540191089417385, + "TN": 2258758, + "TP": 10403, + "n_pred": 15537, + "n_ref": 14124 + }, + "14": { + "Dice": 0.8485579069559782, + "FN": 1937, + "FP": 1455, + "IoU": 0.7369523070957735, + "TN": 2265121, + "TP": 9503, + "n_pred": 10958, + "n_ref": 11440 + }, + "15": { + "Dice": 0.8706249833142002, + "FN": 18218, + "FP": 10858, + "IoU": 0.7708909533602818, + "TN": 2151107, + "TP": 97833, + "n_pred": 108691, + "n_ref": 116051 + }, + "2": { + "Dice": 0.969287700938104, + "FN": 2027, + "FP": 579, + "IoU": 0.9404056804408973, + "TN": 2234287, + "TP": 41123, + "n_pred": 41702, + "n_ref": 43150 + }, + "3": { + "Dice": 0.9500936399730316, + "FN": 3406, + "FP": 3256, + "IoU": 0.9049317883440836, + "TN": 2207940, + "TP": 63414, + "n_pred": 66670, + "n_ref": 66820 + }, + "4": { + "Dice": 0.7016574585635359, + "FN": 26, + "FP": 514, + "IoU": 0.5404255319148936, + "TN": 2276841, + "TP": 635, + "n_pred": 1149, + "n_ref": 661 + }, + "5": { + "Dice": 0.847326692417158, + "FN": 204, + "FP": 547, + "IoU": 0.7350970017636684, + "TN": 2275181, + "TP": 2084, + "n_pred": 2631, + "n_ref": 2288 + }, + "6": { + "Dice": 0.9696020131513908, + "FN": 6389, + "FP": 3758, + "IoU": 0.940997581057822, + "TN": 2106040, + "TP": 161829, + "n_pred": 165587, + "n_ref": 168218 + }, + "7": { + "Dice": 0.9853572767233448, + "FN": 6442, + "FP": 4301, + "IoU": 0.971137183679062, + "TN": 1905807, + "TP": 361466, + "n_pred": 365767, + "n_ref": 367908 + }, + "8": { + "Dice": 0.9531670554458999, + "FN": 196, + "FP": 1892, + "IoU": 0.9105245114844018, + "TN": 2254680, + "TP": 21248, + "n_pred": 23140, + "n_ref": 21444 + }, + "9": { + "Dice": 0.924811631115356, + "FN": 1064, + "FP": 1770, + "IoU": 0.8601391699156097, + "TN": 2257753, + "TP": 17429, + "n_pred": 19199, + "n_ref": 18493 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0259.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0259.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7678571428571429, + "FN": 24, + "FP": 2, + "IoU": 0.6231884057971014, + "TN": 1401787, + "TP": 43, + "n_pred": 45, + "n_ref": 67 + }, + "10": { + "Dice": 0.8924494160223722, + "FN": 5089, + "FP": 1449, + "IoU": 0.8057865969581749, + "TN": 1368192, + "TP": 27126, + "n_pred": 28575, + "n_ref": 32215 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 15, + "FP": 0, + "IoU": 0.0, + "TN": 1401841, + "TP": 0, + "n_pred": 0, + "n_ref": 15 + }, + "13": { + "Dice": 0.7928246865818719, + "FN": 7742, + "FP": 3611, + "IoU": 0.6567601886564276, + "TN": 1368780, + "TP": 21723, + "n_pred": 25334, + "n_ref": 29465 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1548, + "IoU": 0.0, + "TN": 1400308, + "TP": 0, + "n_pred": 1548, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9430573806395094, + "FN": 186, + "FP": 74, + "IoU": 0.8922503108164112, + "TN": 1399443, + "TP": 2153, + "n_pred": 2227, + "n_ref": 2339 + }, + "4": { + "Dice": 0.9232624235638619, + "FN": 522, + "FP": 1260, + "IoU": 0.8574628059510478, + "TN": 1389354, + "TP": 10720, + "n_pred": 11980, + "n_ref": 11242 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9779851901056016, + "FN": 2500, + "FP": 9166, + "IoU": 0.9569188045392941, + "TN": 1131065, + "TP": 259125, + "n_pred": 268291, + "n_ref": 261625 + }, + "7": { + "Dice": 0.9754721878674056, + "FN": 8269, + "FP": 7795, + "IoU": 0.9521187968893909, + "TN": 1066359, + "TP": 319433, + "n_pred": 327228, + "n_ref": 327702 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8530331457160726, + "FN": 430, + "FP": 40, + "IoU": 0.7437295528898582, + "TN": 1400022, + "TP": 1364, + "n_pred": 1404, + "n_ref": 1794 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0272.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0272.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8173129225270028, + "FN": 24669, + "FP": 3543, + "IoU": 0.6910643889618923, + "TN": 1661000, + "TP": 63108, + "n_pred": 66651, + "n_ref": 87777 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8034188034188035, + "FN": 19, + "FP": 4, + "IoU": 0.6714285714285714, + "TN": 1752250, + "TP": 47, + "n_pred": 51, + "n_ref": 66 + }, + "13": { + "Dice": 0.6599515738498789, + "FN": 40571, + "FP": 1561, + "IoU": 0.49248337669846776, + "TN": 1669304, + "TP": 40884, + "n_pred": 42445, + "n_ref": 81455 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 929, + "IoU": 0.0, + "TN": 1751391, + "TP": 0, + "n_pred": 929, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 43, + "FP": 510, + "IoU": 0.0, + "TN": 1751767, + "TP": 0, + "n_pred": 510, + "n_ref": 43 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9598492723492723, + "FN": 2365, + "FP": 1961, + "IoU": 0.9227982510930668, + "TN": 1696285, + "TP": 51709, + "n_pred": 53670, + "n_ref": 54074 + }, + "7": { + "Dice": 0.8381438405509013, + "FN": 6041, + "FP": 61134, + "IoU": 0.7213834808504285, + "TN": 1511218, + "TP": 173927, + "n_pred": 235061, + "n_ref": 179968 + }, + "8": { + "Dice": 0.9695522388059702, + "FN": 25, + "FP": 128, + "IoU": 0.9409038238702202, + "TN": 1749731, + "TP": 2436, + "n_pred": 2564, + "n_ref": 2461 + }, + "9": { + "Dice": 0.9394704684317718, + "FN": 143, + "FP": 1343, + "IoU": 0.885850361038562, + "TN": 1739302, + "TP": 11532, + "n_pred": 12875, + "n_ref": 11675 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0307.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0307.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.09370842045238548, + "FN": 50, + "FP": 19022, + "IoU": 0.04915744341409911, + "TN": 2257958, + "TP": 986, + "n_pred": 20008, + "n_ref": 1036 + }, + "10": { + "Dice": 0.8924492065096533, + "FN": 3482, + "FP": 774, + "IoU": 0.8057862553618691, + "TN": 2256102, + "TP": 17658, + "n_pred": 18432, + "n_ref": 21140 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6948123620309051, + "FN": 1035, + "FP": 71, + "IoU": 0.5323467230443975, + "TN": 2275651, + "TP": 1259, + "n_pred": 1330, + "n_ref": 2294 + }, + "13": { + "Dice": 0.7663870131641771, + "FN": 4948, + "FP": 5327, + "IoU": 0.6212540086254561, + "TN": 2250887, + "TP": 16854, + "n_pred": 22181, + "n_ref": 21802 + }, + "14": { + "Dice": 0.8899845179638133, + "FN": 3258, + "FP": 13299, + "IoU": 0.8017766710165575, + "TN": 2194489, + "TP": 66970, + "n_pred": 80269, + "n_ref": 70228 + }, + "15": { + "Dice": 0.6226429440389294, + "FN": 7109, + "FP": 2817, + "IoU": 0.4520563069279602, + "TN": 2259901, + "TP": 8189, + "n_pred": 11006, + "n_ref": 15298 + }, + "2": { + "Dice": 0.9740711305384463, + "FN": 582, + "FP": 462, + "IoU": 0.9494528904812627, + "TN": 2257362, + "TP": 19610, + "n_pred": 20072, + "n_ref": 20192 + }, + "3": { + "Dice": 0.9392917286514565, + "FN": 3930, + "FP": 8435, + "IoU": 0.8855325766973394, + "TN": 2169994, + "TP": 95657, + "n_pred": 104092, + "n_ref": 99587 + }, + "4": { + "Dice": 0.9021120923718883, + "FN": 1775, + "FP": 1650, + "IoU": 0.8216795959806321, + "TN": 2258809, + "TP": 15782, + "n_pred": 17432, + "n_ref": 17557 + }, + "5": { + "Dice": 0.0, + "FN": 228, + "FP": 0, + "IoU": 0.0, + "TN": 2277788, + "TP": 0, + "n_pred": 0, + "n_ref": 228 + }, + "6": { + "Dice": 0.6909817606362474, + "FN": 455690, + "FP": 1246, + "IoU": 0.5278625918704529, + "TN": 1310213, + "TP": 510867, + "n_pred": 512113, + "n_ref": 966557 + }, + "7": { + "Dice": 0.5456593112926624, + "FN": 21918, + "FP": 1884, + "IoU": 0.3751935949599685, + "TN": 2239921, + "TP": 14293, + "n_pred": 16177, + "n_ref": 36211 + }, + "8": { + "Dice": 0.9482112686402703, + "FN": 776, + "FP": 634, + "IoU": 0.9015225590166225, + "TN": 2263698, + "TP": 12908, + "n_pred": 13542, + "n_ref": 13684 + }, + "9": { + "Dice": 0.6970308756628711, + "FN": 8593, + "FP": 2662, + "IoU": 0.5349557887777869, + "TN": 2253814, + "TP": 12947, + "n_pred": 15609, + "n_ref": 21540 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0317.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0317.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.4744186046511628, + "FN": 109, + "FP": 4, + "IoU": 0.31097560975609756, + "TN": 525532, + "TP": 51, + "n_pred": 55, + "n_ref": 160 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.900804716755637, + "FN": 536, + "FP": 709, + "IoU": 0.819512902290519, + "TN": 518798, + "TP": 5653, + "n_pred": 6362, + "n_ref": 6189 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7, + "FN": 0, + "FP": 12, + "IoU": 0.5384615384615384, + "TN": 525670, + "TP": 14, + "n_pred": 26, + "n_ref": 14 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9434352385172057, + "FN": 1292, + "FP": 1006, + "IoU": 0.8929270338272295, + "TN": 504234, + "TP": 19164, + "n_pred": 20170, + "n_ref": 20456 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9747369347950513, + "FN": 2385, + "FP": 3353, + "IoU": 0.9507188621880207, + "TN": 409262, + "TP": 110696, + "n_pred": 114049, + "n_ref": 113081 + }, + "7": { + "Dice": 0.9367363562313331, + "FN": 478, + "FP": 687, + "IoU": 0.8810010214504597, + "TN": 515906, + "TP": 8625, + "n_pred": 9312, + "n_ref": 9103 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0321.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0321.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9797572007345428, + "FN": 1750, + "FP": 3916, + "IoU": 0.9603176826535186, + "TN": 5990336, + "TP": 137118, + "n_pred": 141034, + "n_ref": 138868 + }, + "10": { + "Dice": 0.9155199319052348, + "FN": 2151, + "FP": 2613, + "IoU": 0.8442017136503368, + "TN": 6102542, + "TP": 25814, + "n_pred": 28427, + "n_ref": 27965 + }, + "11": { + "Dice": 0.7042979942693409, + "FN": 795, + "FP": 237, + "IoU": 0.5435647943387881, + "TN": 6130859, + "TP": 1229, + "n_pred": 1466, + "n_ref": 2024 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 6133120, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.816165382611795, + "FN": 1887, + "FP": 4818, + "IoU": 0.6894251702255778, + "TN": 6111531, + "TP": 14884, + "n_pred": 19702, + "n_ref": 16771 + }, + "14": { + "Dice": 0.006844621264984326, + "FN": 11448, + "FP": 465351, + "IoU": 0.0034340630630254033, + "TN": 5654678, + "TP": 1643, + "n_pred": 466994, + "n_ref": 13091 + }, + "15": { + "Dice": 0.17965170647360157, + "FN": 3477, + "FP": 136006, + "IoU": 0.09869084235829305, + "TN": 5978364, + "TP": 15273, + "n_pred": 151279, + "n_ref": 18750 + }, + "2": { + "Dice": 0.9694101775293071, + "FN": 2648, + "FP": 3338, + "IoU": 0.9406362806934031, + "TN": 6032284, + "TP": 94850, + "n_pred": 98188, + "n_ref": 97498 + }, + "3": { + "Dice": 0.9374607447285779, + "FN": 2462, + "FP": 326, + "IoU": 0.8822833980746495, + "TN": 6109436, + "TP": 20896, + "n_pred": 21222, + "n_ref": 23358 + }, + "4": { + "Dice": 0.8935210954024269, + "FN": 1082, + "FP": 2744, + "IoU": 0.8075355903214447, + "TN": 6113241, + "TP": 16053, + "n_pred": 18797, + "n_ref": 17135 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 6133120, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.3488099562888918, + "FN": 6381, + "FP": 771571, + "IoU": 0.2112476135726503, + "TN": 5146813, + "TP": 208355, + "n_pred": 979926, + "n_ref": 214736 + }, + "7": { + "Dice": 0.96122399470223, + "FN": 15704, + "FP": 7952, + "IoU": 0.9253428937518541, + "TN": 5816258, + "TP": 293206, + "n_pred": 301158, + "n_ref": 308910 + }, + "8": { + "Dice": 0.9389215435727064, + "FN": 116, + "FP": 123, + "IoU": 0.8848747591522158, + "TN": 6131044, + "TP": 1837, + "n_pred": 1960, + "n_ref": 1953 + }, + "9": { + "Dice": 0.8028673835125448, + "FN": 39, + "FP": 731, + "IoU": 0.6706586826347305, + "TN": 6130782, + "TP": 1568, + "n_pred": 2299, + "n_ref": 1607 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0350.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0350.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9164809697834032, + "FN": 129, + "FP": 808, + "IoU": 0.8458374465284633, + "TN": 2622402, + "TP": 5141, + "n_pred": 5949, + "n_ref": 5270 + }, + "10": { + "Dice": 0.8940321947389085, + "FN": 1950, + "FP": 3448, + "IoU": 0.8083709041854521, + "TN": 2600311, + "TP": 22771, + "n_pred": 26219, + "n_ref": 24721 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.49486461251167135, + "FN": 431, + "FP": 110, + "IoU": 0.32878411910669975, + "TN": 2627674, + "TP": 265, + "n_pred": 375, + "n_ref": 696 + }, + "13": { + "Dice": 0.8033200660130084, + "FN": 9764, + "FP": 2392, + "IoU": 0.6712906627727752, + "TN": 2591499, + "TP": 24825, + "n_pred": 27217, + "n_ref": 34589 + }, + "14": { + "Dice": 0.7456675284192819, + "FN": 17147, + "FP": 3414, + "IoU": 0.5944735907853733, + "TN": 2577778, + "TP": 30141, + "n_pred": 33555, + "n_ref": 47288 + }, + "15": { + "Dice": 0.0, + "FN": 24535, + "FP": 0, + "IoU": 0.0, + "TN": 2603945, + "TP": 0, + "n_pred": 0, + "n_ref": 24535 + }, + "2": { + "Dice": 0.6632335124773434, + "FN": 101335, + "FP": 5128, + "IoU": 0.49614762089560716, + "TN": 2417182, + "TP": 104835, + "n_pred": 109963, + "n_ref": 206170 + }, + "3": { + "Dice": 0.6089591710207116, + "FN": 134546, + "FP": 17459, + "IoU": 0.4377723200745667, + "TN": 2358118, + "TP": 118357, + "n_pred": 135816, + "n_ref": 252903 + }, + "4": { + "Dice": 0.8742602775595706, + "FN": 731, + "FP": 1670, + "IoU": 0.7766096017863788, + "TN": 2617732, + "TP": 8347, + "n_pred": 10017, + "n_ref": 9078 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9621324901741212, + "FN": 3262, + "FP": 5361, + "IoU": 0.9270282392167151, + "TN": 2510311, + "TP": 109546, + "n_pred": 114907, + "n_ref": 112808 + }, + "7": { + "Dice": 0.7560902555910544, + "FN": 3152, + "FP": 1734, + "IoU": 0.607833694518019, + "TN": 2616021, + "TP": 7573, + "n_pred": 9307, + "n_ref": 10725 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.90631105070925, + "FN": 919, + "FP": 184, + "IoU": 0.8286735010872942, + "TN": 2622042, + "TP": 5335, + "n_pred": 5519, + "n_ref": 6254 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0351.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0351.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.986461351433492, + "FN": 1617, + "FP": 1724, + "IoU": 0.9732843960402373, + "TN": 3554814, + "TP": 121717, + "n_pred": 123441, + "n_ref": 123334 + }, + "10": { + "Dice": 0.8917883891957841, + "FN": 5051, + "FP": 7721, + "IoU": 0.8047094801223241, + "TN": 3614472, + "TP": 52628, + "n_pred": 60349, + "n_ref": 57679 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3679872, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7721103014716388, + "FN": 1025, + "FP": 570, + "IoU": 0.6288107982313241, + "TN": 3675575, + "TP": 2702, + "n_pred": 3272, + "n_ref": 3727 + }, + "13": { + "Dice": 0.9142548429420391, + "FN": 1981, + "FP": 1352, + "IoU": 0.8420528859823714, + "TN": 3658770, + "TP": 17769, + "n_pred": 19121, + "n_ref": 19750 + }, + "14": { + "Dice": 0.9525680534155111, + "FN": 1448, + "FP": 2246, + "IoU": 0.9094319268394341, + "TN": 3639085, + "TP": 37093, + "n_pred": 39339, + "n_ref": 38541 + }, + "15": { + "Dice": 0.885377570935295, + "FN": 6961, + "FP": 8309, + "IoU": 0.7943295844838036, + "TN": 3605627, + "TP": 58975, + "n_pred": 67284, + "n_ref": 65936 + }, + "2": { + "Dice": 0.95181249090115, + "FN": 460, + "FP": 202, + "IoU": 0.9080555555555555, + "TN": 3672672, + "TP": 6538, + "n_pred": 6740, + "n_ref": 6998 + }, + "3": { + "Dice": 0.9678226155548074, + "FN": 788, + "FP": 550, + "IoU": 0.9376514445479963, + "TN": 3658412, + "TP": 20122, + "n_pred": 20672, + "n_ref": 20910 + }, + "4": { + "Dice": 0.6907883237196294, + "FN": 1668, + "FP": 101, + "IoU": 0.5276368491321762, + "TN": 3676127, + "TP": 1976, + "n_pred": 2077, + "n_ref": 3644 + }, + "5": { + "Dice": 0.8076555023923445, + "FN": 127, + "FP": 878, + "IoU": 0.6773675762439807, + "TN": 3676757, + "TP": 2110, + "n_pred": 2988, + "n_ref": 2237 + }, + "6": { + "Dice": 0.9761787901435631, + "FN": 5095, + "FP": 3447, + "IoU": 0.9534660746874404, + "TN": 3496307, + "TP": 175023, + "n_pred": 178470, + "n_ref": 180118 + }, + "7": { + "Dice": 0.9607786976545416, + "FN": 4090, + "FP": 13164, + "IoU": 0.9245179015154167, + "TN": 3451288, + "TP": 211330, + "n_pred": 224494, + "n_ref": 215420 + }, + "8": { + "Dice": 0.9361423974255833, + "FN": 199, + "FP": 1071, + "IoU": 0.8799508460156915, + "TN": 3669293, + "TP": 9309, + "n_pred": 10380, + "n_ref": 9508 + }, + "9": { + "Dice": 0.8337218337218337, + "FN": 256, + "FP": 172, + "IoU": 0.714856762158561, + "TN": 3678371, + "TP": 1073, + "n_pred": 1245, + "n_ref": 1329 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0374.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0374.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9506953223767383, + "FN": 4, + "FP": 35, + "IoU": 0.9060240963855422, + "TN": 1927137, + "TP": 376, + "n_pred": 411, + "n_ref": 380 + }, + "10": { + "Dice": 0.903821243523316, + "FN": 3671, + "FP": 3457, + "IoU": 0.824519940915805, + "TN": 1886932, + "TP": 33492, + "n_pred": 36949, + "n_ref": 37163 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8978102189781022, + "FN": 196, + "FP": 84, + "IoU": 0.8145695364238411, + "TN": 1926042, + "TP": 1230, + "n_pred": 1314, + "n_ref": 1426 + }, + "13": { + "Dice": 0.9160644135904279, + "FN": 512, + "FP": 2287, + "IoU": 0.845128091628396, + "TN": 1909479, + "TP": 15274, + "n_pred": 17561, + "n_ref": 15786 + }, + "14": { + "Dice": 0.9950390001902448, + "FN": 523, + "FP": 833, + "IoU": 0.9901269804287046, + "TN": 1790208, + "TP": 135988, + "n_pred": 136821, + "n_ref": 136511 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9690594998999248, + "FN": 2208, + "FP": 2275, + "IoU": 0.9399761672044666, + "TN": 1852865, + "TP": 70204, + "n_pred": 72479, + "n_ref": 72412 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8698527891968858, + "FN": 3083, + "FP": 2584, + "IoU": 0.7696809591546434, + "TN": 1902947, + "TP": 18938, + "n_pred": 21522, + "n_ref": 22021 + }, + "7": { + "Dice": 0.9764395115641986, + "FN": 2143, + "FP": 6036, + "IoU": 0.9539636617435159, + "TN": 1749888, + "TP": 169485, + "n_pred": 175521, + "n_ref": 171628 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0391.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0391.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8663458596422909, + "FN": 3969, + "FP": 5641, + "IoU": 0.7642064972028658, + "TN": 3288652, + "TP": 31146, + "n_pred": 36787, + "n_ref": 35115 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.831567666332859, + "FN": 8234, + "FP": 1353, + "IoU": 0.7116951853968063, + "TN": 3296155, + "TP": 23666, + "n_pred": 25019, + "n_ref": 31900 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 17, + "IoU": 0.0, + "TN": 3329391, + "TP": 0, + "n_pred": 17, + "n_ref": 0 + }, + "5": { + "Dice": 0.8610673271785634, + "FN": 47, + "FP": 570, + "IoU": 0.7560300514037169, + "TN": 3326879, + "TP": 1912, + "n_pred": 2482, + "n_ref": 1959 + }, + "6": { + "Dice": 0.9666156081850673, + "FN": 3553, + "FP": 1547, + "IoU": 0.9353882406598001, + "TN": 3250475, + "TP": 73833, + "n_pred": 75380, + "n_ref": 77386 + }, + "7": { + "Dice": 0.8537285906842277, + "FN": 59778, + "FP": 2403, + "IoU": 0.7447874768104283, + "TN": 3085764, + "TP": 181463, + "n_pred": 183866, + "n_ref": 241241 + }, + "8": { + "Dice": 0.928698050029545, + "FN": 1712, + "FP": 460, + "IoU": 0.866887295458724, + "TN": 3313091, + "TP": 14145, + "n_pred": 14605, + "n_ref": 15857 + }, + "9": { + "Dice": 0.9053465657239242, + "FN": 1355, + "FP": 1058, + "IoU": 0.8270622805131513, + "TN": 3315455, + "TP": 11540, + "n_pred": 12598, + "n_ref": 12895 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0392.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0392.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9825273689552672, + "FN": 1461, + "FP": 1190, + "IoU": 0.9656548382499643, + "TN": 1850365, + "TP": 74536, + "n_pred": 75726, + "n_ref": 75997 + }, + "10": { + "Dice": 0.8884933283658291, + "FN": 4763, + "FP": 3318, + "IoU": 0.7993594200019863, + "TN": 1887276, + "TP": 32195, + "n_pred": 35513, + "n_ref": 36958 + }, + "11": { + "Dice": 0.7898686679174484, + "FN": 405, + "FP": 715, + "IoU": 0.6527131782945736, + "TN": 1924327, + "TP": 2105, + "n_pred": 2820, + "n_ref": 2510 + }, + "12": { + "Dice": 0.7460484720758693, + "FN": 530, + "FP": 193, + "IoU": 0.5949579831932773, + "TN": 1925767, + "TP": 1062, + "n_pred": 1255, + "n_ref": 1592 + }, + "13": { + "Dice": 0.8791518413495404, + "FN": 4283, + "FP": 2408, + "IoU": 0.7843630152438041, + "TN": 1896523, + "TP": 24338, + "n_pred": 26746, + "n_ref": 28621 + }, + "14": { + "Dice": 0.599663325426582, + "FN": 9635, + "FP": 829, + "IoU": 0.42822796568493526, + "TN": 1909251, + "TP": 7837, + "n_pred": 8666, + "n_ref": 17472 + }, + "15": { + "Dice": 0.884731281691334, + "FN": 3117, + "FP": 6408, + "IoU": 0.7932897849345689, + "TN": 1881473, + "TP": 36554, + "n_pred": 42962, + "n_ref": 39671 + }, + "2": { + "Dice": 0.9632358213235821, + "FN": 5191, + "FP": 3013, + "IoU": 0.9290789951416865, + "TN": 1811874, + "TP": 107474, + "n_pred": 110487, + "n_ref": 112665 + }, + "3": { + "Dice": 0.9811811316082704, + "FN": 551, + "FP": 361, + "IoU": 0.9630574796451574, + "TN": 1902865, + "TP": 23775, + "n_pred": 24136, + "n_ref": 24326 + }, + "4": { + "Dice": 0.90995670995671, + "FN": 2187, + "FP": 933, + "IoU": 0.8347895154884829, + "TN": 1908667, + "TP": 15765, + "n_pred": 16698, + "n_ref": 17952 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9669537577358066, + "FN": 1825, + "FP": 2292, + "IoU": 0.936021756021756, + "TN": 1863202, + "TP": 60233, + "n_pred": 62525, + "n_ref": 62058 + }, + "7": { + "Dice": 0.6690459970974143, + "FN": 42329, + "FP": 2367, + "IoU": 0.5026815319224692, + "TN": 1837678, + "TP": 45178, + "n_pred": 47545, + "n_ref": 87507 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9484980509057556, + "FN": 1071, + "FP": 1175, + "IoU": 0.9020411723656664, + "TN": 1904624, + "TP": 20682, + "n_pred": 21857, + "n_ref": 21753 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0404.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0404.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 27, + "IoU": 0.0, + "TN": 3154149, + "TP": 0, + "n_pred": 27, + "n_ref": 0 + }, + "10": { + "Dice": 0.5455881064542434, + "FN": 64782, + "FP": 2645, + "IoU": 0.375126268476901, + "TN": 3046271, + "TP": 40478, + "n_pred": 43123, + "n_ref": 105260 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.06289308176100629, + "FN": 141, + "FP": 8, + "IoU": 0.032467532467532464, + "TN": 3154022, + "TP": 5, + "n_pred": 13, + "n_ref": 146 + }, + "13": { + "Dice": 0.8147464542451913, + "FN": 6004, + "FP": 1624, + "IoU": 0.6874026719121383, + "TN": 3129774, + "TP": 16774, + "n_pred": 18398, + "n_ref": 22778 + }, + "14": { + "Dice": 0.9708538695406197, + "FN": 24073, + "FP": 5962, + "IoU": 0.9433586162416598, + "TN": 2623910, + "TP": 500231, + "n_pred": 506193, + "n_ref": 524304 + }, + "15": { + "Dice": 0.758100261919153, + "FN": 6179, + "FP": 7028, + "IoU": 0.6104359624800897, + "TN": 3120274, + "TP": 20695, + "n_pred": 27723, + "n_ref": 26874 + }, + "2": { + "Dice": 0.9521826749251696, + "FN": 12008, + "FP": 900, + "IoU": 0.9087296536704708, + "TN": 3012750, + "TP": 128518, + "n_pred": 129418, + "n_ref": 140526 + }, + "3": { + "Dice": 0.9530299585015064, + "FN": 4510, + "FP": 8710, + "IoU": 0.9102743352020525, + "TN": 3006838, + "TP": 134118, + "n_pred": 142828, + "n_ref": 138628 + }, + "4": { + "Dice": 0.9564363272113706, + "FN": 5237, + "FP": 3722, + "IoU": 0.9165097944196969, + "TN": 3046870, + "TP": 98347, + "n_pred": 102069, + "n_ref": 103584 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9292465728994519, + "FN": 9425, + "FP": 2477, + "IoU": 0.8678436597823673, + "TN": 3064116, + "TP": 78158, + "n_pred": 80635, + "n_ref": 87583 + }, + "7": { + "Dice": 0.6865707750505851, + "FN": 4225, + "FP": 24277, + "IoU": 0.5227314589996483, + "TN": 3094457, + "TP": 31217, + "n_pred": 55494, + "n_ref": 35442 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8921713441654358, + "FN": 154, + "FP": 65, + "IoU": 0.8053333333333333, + "TN": 3153051, + "TP": 906, + "n_pred": 971, + "n_ref": 1060 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0410.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0410.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": 0.7459997554290307, + "FN": 3146.4466666666663, + "FP": 2774.3777777777777, + "IoU": 0.6620858703338046, + "TN": 2165041.4333333327, + "TP": 36960.94222222222, + "n_pred": 39735.31999999999, + "n_ref": 40107.38888888889 + }, + "mean": { + "1": { + "Dice": 0.91694329091684, + "FN": 1708.8, + "FP": 1302.5666666666666, + "IoU": 0.8563981397599595, + "TN": 2159189.3666666667, + "TP": 45722.46666666667, + "n_pred": 47025.03333333333, + "n_ref": 47431.26666666667 + }, + "10": { + "Dice": 0.7605804175999185, + "FN": 4871.833333333333, + "FP": 7543.566666666667, + "IoU": 0.6503096751691545, + "TN": 2174790.466666667, + "TP": 20717.333333333332, + "n_pred": 28260.9, + "n_ref": 25589.166666666668 + }, + "11": { + "Dice": 0.3819668476741565, + "FN": 83.93333333333334, + "FP": 66.2, + "IoU": 0.28246025364284094, + "TN": 2207605.1666666665, + "TP": 167.9, + "n_pred": 234.1, + "n_ref": 251.83333333333334 + }, + "12": { + "Dice": 0.5940734689426171, + "FN": 116.96666666666667, + "FP": 144.53333333333333, + "IoU": 0.4721771555349104, + "TN": 2207214.8333333335, + "TP": 446.8666666666667, + "n_pred": 591.4, + "n_ref": 563.8333333333334 + }, + "13": { + "Dice": 0.6769667801098839, + "FN": 5106.333333333333, + "FP": 5345.866666666667, + "IoU": 0.5608428924308331, + "TN": 2183102.8333333335, + "TP": 14368.166666666666, + "n_pred": 19714.033333333333, + "n_ref": 19474.5 + }, + "14": { + "Dice": 0.5641490857016362, + "FN": 2051.733333333333, + "FP": 1384.7333333333333, + "IoU": 0.5010444781153708, + "TN": 2186649.2666666666, + "TP": 17837.466666666667, + "n_pred": 19222.2, + "n_ref": 19889.2 + }, + "15": { + "Dice": 0.6490865828730136, + "FN": 1640.1666666666667, + "FP": 948.9666666666667, + "IoU": 0.5535747045211651, + "TN": 2192828.3333333335, + "TP": 12505.733333333334, + "n_pred": 13454.7, + "n_ref": 14145.9 + }, + "2": { + "Dice": 0.8421358836591917, + "FN": 1197.5, + "FP": 1148.4666666666667, + "IoU": 0.7802679837458638, + "TN": 2179129.966666667, + "TP": 26447.266666666666, + "n_pred": 27595.733333333334, + "n_ref": 27644.766666666666 + }, + "3": { + "Dice": 0.9376207014838331, + "FN": 1145.5, + "FP": 733.9333333333333, + "IoU": 0.887887642658468, + "TN": 2182886.2, + "TP": 23157.566666666666, + "n_pred": 23891.5, + "n_ref": 24303.066666666666 + }, + "4": { + "Dice": 0.7299986565214858, + "FN": 3588.0666666666666, + "FP": 1421.0, + "IoU": 0.6404771770824644, + "TN": 2188777.9, + "TP": 14136.233333333334, + "n_pred": 15557.233333333334, + "n_ref": 17724.3 + }, + "5": { + "Dice": 0.6118007275535428, + "FN": 461.73333333333335, + "FP": 233.3, + "IoU": 0.5049097698987762, + "TN": 2206071.6666666665, + "TP": 1156.5, + "n_pred": 1389.8, + "n_ref": 1618.2333333333333 + }, + "6": { + "Dice": 0.9519330266972591, + "FN": 10901.166666666666, + "FP": 11862.8, + "IoU": 0.9092636867667578, + "TN": 1955090.8333333333, + "TP": 230068.4, + "n_pred": 241931.2, + "n_ref": 240969.56666666668 + }, + "7": { + "Dice": 0.8792126762126866, + "FN": 9926.4, + "FP": 6354.6, + "IoU": 0.811653664871513, + "TN": 2073336.0, + "TP": 118306.2, + "n_pred": 124660.8, + "n_ref": 128232.6 + }, + "8": { + "Dice": 0.8791511104144774, + "FN": 2020.4333333333334, + "FP": 908.6666666666666, + "IoU": 0.8002127530074843, + "TN": 2190377.2666666666, + "TP": 14616.833333333334, + "n_pred": 15525.5, + "n_ref": 16637.266666666666 + }, + "9": { + "Dice": 0.8143770750749159, + "FN": 2376.133333333333, + "FP": 2216.4666666666667, + "IoU": 0.7198080778015086, + "TN": 2188571.4, + "TP": 14759.2, + "n_pred": 16975.666666666668, + "n_ref": 17135.333333333332 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9787339259439835, + "FN": 7226, + "FP": 4987, + "IoU": 0.9583535092445457, + "TN": 2685690, + "TP": 281041, + "n_pred": 286028, + "n_ref": 288267 + }, + "10": { + "Dice": 0.008150739176346357, + "FN": 22561, + "FP": 37553, + "IoU": 0.004092046188764268, + "TN": 2918583, + "TP": 247, + "n_pred": 37800, + "n_ref": 22808 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 56, + "FP": 0, + "IoU": 0.0, + "TN": 2978888, + "TP": 0, + "n_pred": 0, + "n_ref": 56 + }, + "13": { + "Dice": 0.00043287700881986907, + "FN": 16335, + "FP": 2138, + "IoU": 0.000216485360177518, + "TN": 2960467, + "TP": 4, + "n_pred": 2142, + "n_ref": 16339 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 661, + "IoU": 0.0, + "TN": 2978283, + "TP": 0, + "n_pred": 661, + "n_ref": 0 + }, + "2": { + "Dice": 0.9704799992905978, + "FN": 1885, + "FP": 1444, + "IoU": 0.9426528854435832, + "TN": 2920894, + "TP": 54721, + "n_pred": 56165, + "n_ref": 56606 + }, + "3": { + "Dice": 0.9652709434574841, + "FN": 2478, + "FP": 4368, + "IoU": 0.9328731394505129, + "TN": 2876958, + "TP": 95140, + "n_pred": 99508, + "n_ref": 97618 + }, + "4": { + "Dice": 0.8639772291860529, + "FN": 9128, + "FP": 812, + "IoU": 0.7605280909704153, + "TN": 2937436, + "TP": 31568, + "n_pred": 32380, + "n_ref": 40696 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9253119766349414, + "FN": 98364, + "FP": 18656, + "IoU": 0.8610052001301814, + "TN": 2137042, + "TP": 724882, + "n_pred": 743538, + "n_ref": 823246 + }, + "7": { + "Dice": 0.890882706873363, + "FN": 4976, + "FP": 1190, + "IoU": 0.8032357915563072, + "TN": 2947607, + "TP": 25171, + "n_pred": 26361, + "n_ref": 30147 + }, + "8": { + "Dice": 0.8919124607874074, + "FN": 2842, + "FP": 2981, + "IoU": 0.8049115518627714, + "TN": 2949096, + "TP": 24025, + "n_pred": 27006, + "n_ref": 26867 + }, + "9": { + "Dice": 0.34990791896869244, + "FN": 15387, + "FP": 10735, + "IoU": 0.21205357142857142, + "TN": 2945792, + "TP": 7030, + "n_pred": 17765, + "n_ref": 22417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0006.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0006.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8472086190009794, + "FN": 132, + "FP": 180, + "IoU": 0.7349192863211554, + "TN": 1050215, + "TP": 865, + "n_pred": 1045, + "n_ref": 997 + }, + "10": { + "Dice": 0.8860016764459346, + "FN": 10492, + "FP": 4468, + "IoU": 0.7953348382242288, + "TN": 978297, + "TP": 58135, + "n_pred": 62603, + "n_ref": 68627 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6939424476542381, + "FN": 9747, + "FP": 3920, + "IoU": 0.5313260862110353, + "TN": 1022231, + "TP": 15494, + "n_pred": 19414, + "n_ref": 25241 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9274142109963005, + "FN": 131, + "FP": 438, + "IoU": 0.8646527117031398, + "TN": 1047188, + "TP": 3635, + "n_pred": 4073, + "n_ref": 3766 + }, + "3": { + "Dice": 0.9707936429082991, + "FN": 5392, + "FP": 1663, + "IoU": 0.9432448956607082, + "TN": 927086, + "TP": 117251, + "n_pred": 118914, + "n_ref": 122643 + }, + "4": { + "Dice": 0.6379800853485064, + "FN": 998, + "FP": 20, + "IoU": 0.46840731070496083, + "TN": 1049477, + "TP": 897, + "n_pred": 917, + "n_ref": 1895 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9391840772856893, + "FN": 531, + "FP": 514, + "IoU": 0.8853412332675006, + "TN": 1042278, + "TP": 8069, + "n_pred": 8583, + "n_ref": 8600 + }, + "7": { + "Dice": 0.7904757658179873, + "FN": 4318, + "FP": 381, + "IoU": 0.6535427265354272, + "TN": 1037829, + "TP": 8864, + "n_pred": 9245, + "n_ref": 13182 + }, + "8": { + "Dice": 0.8543799772468714, + "FN": 7, + "FP": 249, + "IoU": 0.7457795431976166, + "TN": 1050385, + "TP": 751, + "n_pred": 1000, + "n_ref": 758 + }, + "9": { + "Dice": 0.8777858234773513, + "FN": 1424, + "FP": 1614, + "IoU": 0.7821909951247491, + "TN": 1037444, + "TP": 10910, + "n_pred": 12524, + "n_ref": 12334 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0009.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0009.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8719327597195666, + "FN": 2586, + "FP": 3844, + "IoU": 0.7729439598855892, + "TN": 1198305, + "TP": 21889, + "n_pred": 25733, + "n_ref": 24475 + }, + "11": { + "Dice": 0.12322274881516587, + "FN": 63, + "FP": 122, + "IoU": 0.06565656565656566, + "TN": 1226426, + "TP": 13, + "n_pred": 135, + "n_ref": 76 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.809182444363883, + "FN": 10531, + "FP": 5786, + "IoU": 0.6795184035825117, + "TN": 1175710, + "TP": 34597, + "n_pred": 40383, + "n_ref": 45128 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9636447634955044, + "FN": 3212, + "FP": 1903, + "IoU": 0.9298402030039092, + "TN": 1153719, + "TP": 67790, + "n_pred": 69693, + "n_ref": 71002 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9399110392236151, + "FN": 1555, + "FP": 2160, + "IoU": 0.8866341165700335, + "TN": 1193854, + "TP": 29055, + "n_pred": 31215, + "n_ref": 30610 + }, + "7": { + "Dice": 0.9597712106768351, + "FN": 12468, + "FP": 5889, + "IoU": 0.9226539589442815, + "TN": 989288, + "TP": 218979, + "n_pred": 224868, + "n_ref": 231447 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9516316564607394, + "FN": 599, + "FP": 649, + "IoU": 0.9077264325323475, + "TN": 1213099, + "TP": 12277, + "n_pred": 12926, + "n_ref": 12876 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0011.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0011.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9500173751882313, + "FN": 1360, + "FP": 366, + "IoU": 0.9047934248993326, + "TN": 2435119, + "TP": 16403, + "n_pred": 16769, + "n_ref": 17763 + }, + "10": { + "Dice": 0.8364996464980501, + "FN": 4840, + "FP": 2329, + "IoU": 0.7189509173592599, + "TN": 2427740, + "TP": 18339, + "n_pred": 20668, + "n_ref": 23179 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7331010452961673, + "FN": 38, + "FP": 345, + "IoU": 0.5786578657865786, + "TN": 2452339, + "TP": 526, + "n_pred": 871, + "n_ref": 564 + }, + "13": { + "Dice": 0.7267523972348175, + "FN": 2538, + "FP": 4814, + "IoU": 0.5707863856617432, + "TN": 2436119, + "TP": 9777, + "n_pred": 14591, + "n_ref": 12315 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 2453240, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9498269546034124, + "FN": 625, + "FP": 4333, + "IoU": 0.9044480419364785, + "TN": 2401360, + "TP": 46930, + "n_pred": 51263, + "n_ref": 47555 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.5246252676659529, + "FN": 770, + "FP": 118, + "IoU": 0.3555878084179971, + "TN": 2451870, + "TP": 490, + "n_pred": 608, + "n_ref": 1260 + }, + "5": { + "Dice": 0.0, + "FN": 18, + "FP": 0, + "IoU": 0.0, + "TN": 2453230, + "TP": 0, + "n_pred": 0, + "n_ref": 18 + }, + "6": { + "Dice": 0.9211676803523137, + "FN": 6023, + "FP": 1352, + "IoU": 0.8538562143310082, + "TN": 2402784, + "TP": 43089, + "n_pred": 44441, + "n_ref": 49112 + }, + "7": { + "Dice": 0.9717551587080598, + "FN": 9860, + "FP": 11949, + "IoU": 0.9450620316140815, + "TN": 2056273, + "TP": 375166, + "n_pred": 387115, + "n_ref": 385026 + }, + "8": { + "Dice": 0.7279553330766269, + "FN": 8202, + "FP": 276, + "IoU": 0.5722718329044952, + "TN": 2433427, + "TP": 11343, + "n_pred": 11619, + "n_ref": 19545 + }, + "9": { + "Dice": 0.753047011027278, + "FN": 528, + "FP": 1174, + "IoU": 0.6039097044449616, + "TN": 2448951, + "TP": 2595, + "n_pred": 3769, + "n_ref": 3123 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0015.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0015.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.859504132231405, + "FN": 10, + "FP": 24, + "IoU": 0.7536231884057971, + "TN": 1927414, + "TP": 104, + "n_pred": 128, + "n_ref": 114 + }, + "10": { + "Dice": 0.7879317247152163, + "FN": 3904, + "FP": 7750, + "IoU": 0.6500720634158059, + "TN": 1894248, + "TP": 21650, + "n_pred": 29400, + "n_ref": 25554 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6356689905077002, + "FN": 8294, + "FP": 10206, + "IoU": 0.4659199168567222, + "TN": 1892913, + "TP": 16139, + "n_pred": 26345, + "n_ref": 24433 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.541039339485187, + "FN": 935, + "FP": 10, + "IoU": 0.37083888149134486, + "TN": 1926050, + "TP": 557, + "n_pred": 567, + "n_ref": 1492 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.967394005899373, + "FN": 4544, + "FP": 2409, + "IoU": 0.9368471725190285, + "TN": 1817454, + "TP": 103145, + "n_pred": 105554, + "n_ref": 107689 + }, + "4": { + "Dice": 0.9182354593987075, + "FN": 1803, + "FP": 1107, + "IoU": 0.8488311688311688, + "TN": 1908302, + "TP": 16340, + "n_pred": 17447, + "n_ref": 18143 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9717493624381766, + "FN": 8156, + "FP": 5547, + "IoU": 0.945051067259611, + "TN": 1678175, + "TP": 235674, + "n_pred": 241221, + "n_ref": 243830 + }, + "7": { + "Dice": 0.865891854624249, + "FN": 9339, + "FP": 4277, + "IoU": 0.7635002518541677, + "TN": 1869979, + "TP": 43957, + "n_pred": 48234, + "n_ref": 53296 + }, + "8": { + "Dice": 0.9449000143864192, + "FN": 242, + "FP": 141, + "IoU": 0.8955549495500409, + "TN": 1923885, + "TP": 3284, + "n_pred": 3425, + "n_ref": 3526 + }, + "9": { + "Dice": 0.7733734281027884, + "FN": 299, + "FP": 1359, + "IoU": 0.6304880766659238, + "TN": 1923065, + "TP": 2829, + "n_pred": 4188, + "n_ref": 3128 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0030.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0030.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9812152533984047, + "FN": 1992, + "FP": 1272, + "IoU": 0.9631232276214255, + "TN": 1663809, + "TP": 85247, + "n_pred": 86519, + "n_ref": 87239 + }, + "10": { + "Dice": 0.8809315716415609, + "FN": 7607, + "FP": 6289, + "IoU": 0.7872008085634217, + "TN": 1687019, + "TP": 51405, + "n_pred": 57694, + "n_ref": 59012 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7919463087248322, + "FN": 660, + "FP": 642, + "IoU": 0.6555555555555556, + "TN": 1748540, + "TP": 2478, + "n_pred": 3120, + "n_ref": 3138 + }, + "13": { + "Dice": 0.8388350494649707, + "FN": 1817, + "FP": 4569, + "IoU": 0.7224081721364921, + "TN": 1729315, + "TP": 16619, + "n_pred": 21188, + "n_ref": 18436 + }, + "14": { + "Dice": 0.8112161153941806, + "FN": 28328, + "FP": 2036, + "IoU": 0.6823915817660718, + "TN": 1656718, + "TP": 65238, + "n_pred": 67274, + "n_ref": 93566 + }, + "15": { + "Dice": 0.7896276533501837, + "FN": 5471, + "FP": 3518, + "IoU": 0.6523840829111721, + "TN": 1726461, + "TP": 16870, + "n_pred": 20388, + "n_ref": 22341 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9650177022769351, + "FN": 1314, + "FP": 840, + "IoU": 0.932400200853628, + "TN": 1720456, + "TP": 29710, + "n_pred": 30550, + "n_ref": 31024 + }, + "4": { + "Dice": 0.7806925498426023, + "FN": 1178, + "FP": 703, + "IoU": 0.6402753872633391, + "TN": 1747091, + "TP": 3348, + "n_pred": 4051, + "n_ref": 4526 + }, + "5": { + "Dice": 0.7090103397341211, + "FN": 197, + "FP": 0, + "IoU": 0.5491990846681922, + "TN": 1751883, + "TP": 240, + "n_pred": 240, + "n_ref": 437 + }, + "6": { + "Dice": 0.936346949569113, + "FN": 6784, + "FP": 1400, + "IoU": 0.8803123811752318, + "TN": 1683942, + "TP": 60194, + "n_pred": 61594, + "n_ref": 66978 + }, + "7": { + "Dice": 0.9241572127533738, + "FN": 3637, + "FP": 3416, + "IoU": 0.8590076763153687, + "TN": 1702296, + "TP": 42971, + "n_pred": 46387, + "n_ref": 46608 + }, + "8": { + "Dice": 0.9236958562424568, + "FN": 987, + "FP": 151, + "IoU": 0.8582108148517319, + "TN": 1744294, + "TP": 6888, + "n_pred": 7039, + "n_ref": 7875 + }, + "9": { + "Dice": 0.8405093996361431, + "FN": 3003, + "FP": 4098, + "IoU": 0.7248953974895398, + "TN": 1726508, + "TP": 18711, + "n_pred": 22809, + "n_ref": 21714 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0033.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0033.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7619047619047619, + "FN": 0, + "FP": 5, + "IoU": 0.6153846153846154, + "TN": 3154163, + "TP": 8, + "n_pred": 13, + "n_ref": 8 + }, + "10": { + "Dice": 0.8328234711418, + "FN": 8246, + "FP": 3230, + "IoU": 0.7135368562941514, + "TN": 3114115, + "TP": 28585, + "n_pred": 31815, + "n_ref": 36831 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 3154168, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7650720256091055, + "FN": 1962, + "FP": 3322, + "IoU": 0.6195276497695853, + "TN": 3140288, + "TP": 8604, + "n_pred": 11926, + "n_ref": 10566 + }, + "14": { + "Dice": 0.7154638063924972, + "FN": 1121, + "FP": 4158, + "IoU": 0.5569822087948976, + "TN": 3142260, + "TP": 6637, + "n_pred": 10795, + "n_ref": 7758 + }, + "15": { + "Dice": 0.9168884536359622, + "FN": 15868, + "FP": 5773, + "IoU": 0.846531880039429, + "TN": 3013163, + "TP": 119372, + "n_pred": 125145, + "n_ref": 135240 + }, + "2": { + "Dice": 0.9554699289151253, + "FN": 5973, + "FP": 3411, + "IoU": 0.9147366412560536, + "TN": 3044117, + "TP": 100675, + "n_pred": 104086, + "n_ref": 106648 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9102884942641495, + "FN": 2442, + "FP": 2039, + "IoU": 0.8353481535917693, + "TN": 3126961, + "TP": 22734, + "n_pred": 24773, + "n_ref": 25176 + }, + "5": { + "Dice": 0.8648648648648649, + "FN": 52, + "FP": 78, + "IoU": 0.7619047619047619, + "TN": 3153630, + "TP": 416, + "n_pred": 494, + "n_ref": 468 + }, + "6": { + "Dice": 0.960775054233136, + "FN": 8313, + "FP": 12951, + "IoU": 0.9245111543431647, + "TN": 2872492, + "TP": 260420, + "n_pred": 273371, + "n_ref": 268733 + }, + "7": { + "Dice": 0.9368609517235429, + "FN": 9220, + "FP": 2488, + "IoU": 0.8812214669777823, + "TN": 3055606, + "TP": 86862, + "n_pred": 89350, + "n_ref": 96082 + }, + "8": { + "Dice": 0.8907563025210085, + "FN": 500, + "FP": 540, + "IoU": 0.803030303030303, + "TN": 3148896, + "TP": 4240, + "n_pred": 4780, + "n_ref": 4740 + }, + "9": { + "Dice": 0.8264330145140794, + "FN": 4644, + "FP": 3141, + "IoU": 0.7042060868574034, + "TN": 3127857, + "TP": 18534, + "n_pred": 21675, + "n_ref": 23178 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0035.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0035.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8115979464660489, + "FN": 2883, + "FP": 2952, + "IoU": 0.6829321306308754, + "TN": 2434845, + "TP": 12568, + "n_pred": 15520, + "n_ref": 15451 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6290957543455878, + "FN": 1061, + "FP": 11187, + "IoU": 0.45889109785730064, + "TN": 2430613, + "TP": 10387, + "n_pred": 21574, + "n_ref": 11448 + }, + "14": { + "Dice": 0.5511623286310352, + "FN": 11685, + "FP": 1869, + "IoU": 0.3804168952276467, + "TN": 2431372, + "TP": 8322, + "n_pred": 10191, + "n_ref": 20007 + }, + "15": { + "Dice": 0.36784140969163, + "FN": 5849, + "FP": 1613, + "IoU": 0.2253711201079622, + "TN": 2443615, + "TP": 2171, + "n_pred": 3784, + "n_ref": 8020 + }, + "2": { + "Dice": 0.4878048780487805, + "FN": 157, + "FP": 284, + "IoU": 0.3225806451612903, + "TN": 2452597, + "TP": 210, + "n_pred": 494, + "n_ref": 367 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 336, + "FP": 0, + "IoU": 0.0, + "TN": 2452912, + "TP": 0, + "n_pred": 0, + "n_ref": 336 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9470260275439852, + "FN": 6708, + "FP": 2689, + "IoU": 0.8993821806773526, + "TN": 2359855, + "TP": 83996, + "n_pred": 86685, + "n_ref": 90704 + }, + "7": { + "Dice": 0.9685664240592375, + "FN": 8758, + "FP": 1184, + "IoU": 0.9390487634415194, + "TN": 2290134, + "TP": 153172, + "n_pred": 154356, + "n_ref": 161930 + }, + "8": { + "Dice": 0.7662178702570379, + "FN": 31, + "FP": 160, + "IoU": 0.621031746031746, + "TN": 2452744, + "TP": 313, + "n_pred": 473, + "n_ref": 344 + }, + "9": { + "Dice": 0.8473196291817815, + "FN": 1036, + "FP": 6540, + "IoU": 0.7350863696762011, + "TN": 2424650, + "TP": 21022, + "n_pred": 27562, + "n_ref": 22058 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0043.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0043.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7929572872513857, + "FN": 420, + "FP": 215, + "IoU": 0.6569421934089681, + "TN": 3853253, + "TP": 1216, + "n_pred": 1431, + "n_ref": 1636 + }, + "10": { + "Dice": 0.6994655004859086, + "FN": 20655, + "FP": 18929, + "IoU": 0.5378292546235756, + "TN": 3769456, + "TP": 46064, + "n_pred": 64993, + "n_ref": 66719 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3855104, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 32, + "IoU": 0.0, + "TN": 3855072, + "TP": 0, + "n_pred": 32, + "n_ref": 0 + }, + "13": { + "Dice": 0.3041359590834038, + "FN": 9710, + "FP": 24848, + "IoU": 0.17933982426976966, + "TN": 3812994, + "TP": 7552, + "n_pred": 32400, + "n_ref": 17262 + }, + "14": { + "Dice": 0.8571000599161175, + "FN": 8282, + "FP": 5074, + "IoU": 0.7499344692005242, + "TN": 3801694, + "TP": 40054, + "n_pred": 45128, + "n_ref": 48336 + }, + "15": { + "Dice": 0.8502391606233606, + "FN": 1068, + "FP": 3785, + "IoU": 0.7394921895968651, + "TN": 3836475, + "TP": 13776, + "n_pred": 17561, + "n_ref": 14844 + }, + "2": { + "Dice": 0.9266602845247902, + "FN": 6208, + "FP": 10263, + "IoU": 0.8633429576529935, + "TN": 3734576, + "TP": 104057, + "n_pred": 114320, + "n_ref": 110265 + }, + "3": { + "Dice": 0.9310609816559247, + "FN": 13506, + "FP": 3180, + "IoU": 0.8710141230490944, + "TN": 3725741, + "TP": 112677, + "n_pred": 115857, + "n_ref": 126183 + }, + "4": { + "Dice": 0.8616251921872331, + "FN": 2257, + "FP": 2603, + "IoU": 0.7568906007703466, + "TN": 3835113, + "TP": 15131, + "n_pred": 17734, + "n_ref": 17388 + }, + "5": { + "Dice": 0.7831680514607344, + "FN": 1834, + "FP": 1402, + "IoU": 0.6436123348017622, + "TN": 3846024, + "TP": 5844, + "n_pred": 7246, + "n_ref": 7678 + }, + "6": { + "Dice": 0.9698818279720482, + "FN": 6992, + "FP": 24191, + "IoU": 0.9415248214315852, + "TN": 3321835, + "TP": 502086, + "n_pred": 526277, + "n_ref": 509078 + }, + "7": { + "Dice": 0.7280379312908368, + "FN": 53145, + "FP": 12703, + "IoU": 0.5723739325258954, + "TN": 3701119, + "TP": 88137, + "n_pred": 100840, + "n_ref": 141282 + }, + "8": { + "Dice": 0.9422538459004512, + "FN": 692, + "FP": 1061, + "IoU": 0.8908128308938026, + "TN": 3839049, + "TP": 14302, + "n_pred": 15363, + "n_ref": 14994 + }, + "9": { + "Dice": 0.8617794731351069, + "FN": 5597, + "FP": 11361, + "IoU": 0.7571287398135285, + "TN": 3785281, + "TP": 52865, + "n_pred": 64226, + "n_ref": 58462 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0058.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0058.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9225460122699386, + "FN": 274, + "FP": 130, + "IoU": 0.8562277580071175, + "TN": 1048582, + "TP": 2406, + "n_pred": 2536, + "n_ref": 2680 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9522571558076202, + "FN": 5958, + "FP": 6787, + "IoU": 0.9088653395114696, + "TN": 911544, + "TP": 127103, + "n_pred": 133890, + "n_ref": 133061 + }, + "7": { + "Dice": 0.9564314293010981, + "FN": 1298, + "FP": 1261, + "IoU": 0.9165007994257187, + "TN": 1020745, + "TP": 28088, + "n_pred": 29349, + "n_ref": 29386 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0059.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0059.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.772628843655262, + "FN": 2590, + "FP": 1085, + "IoU": 0.629498941425547, + "TN": 1216705, + "TP": 6244, + "n_pred": 7329, + "n_ref": 8834 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6261799874134676, + "FN": 178, + "FP": 1010, + "IoU": 0.4557947778286761, + "TN": 1224441, + "TP": 995, + "n_pred": 2005, + "n_ref": 1173 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 2230, + "IoU": 0.0, + "TN": 1224394, + "TP": 0, + "n_pred": 2230, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7604656923458013, + "FN": 263, + "FP": 704, + "IoU": 0.6135091926458833, + "TN": 1224122, + "TP": 1535, + "n_pred": 2239, + "n_ref": 1798 + }, + "6": { + "Dice": 0.958289068323106, + "FN": 37046, + "FP": 4533, + "IoU": 0.9199184142000894, + "TN": 707416, + "TP": 477629, + "n_pred": 482162, + "n_ref": 514675 + }, + "7": { + "Dice": 0.9155480188695351, + "FN": 10497, + "FP": 4344, + "IoU": 0.8442494778931019, + "TN": 1131337, + "TP": 80446, + "n_pred": 84790, + "n_ref": 90943 + }, + "8": { + "Dice": 0.9441407541125321, + "FN": 727, + "FP": 1470, + "IoU": 0.8941918705451743, + "TN": 1205860, + "TP": 18567, + "n_pred": 20037, + "n_ref": 19294 + }, + "9": { + "Dice": 0.593128390596745, + "FN": 145, + "FP": 305, + "IoU": 0.42159383033419023, + "TN": 1225846, + "TP": 328, + "n_pred": 633, + "n_ref": 473 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0064.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0064.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9463441251364132, + "FN": 4746, + "FP": 5284, + "IoU": 0.8981529432073192, + "TN": 2529999, + "TP": 88451, + "n_pred": 93735, + "n_ref": 93197 + }, + "10": { + "Dice": 0.7988557512676808, + "FN": 6421, + "FP": 17697, + "IoU": 0.6650789462720973, + "TN": 2556469, + "TP": 47893, + "n_pred": 65590, + "n_ref": 54314 + }, + "11": { + "Dice": 0.7429963459196103, + "FN": 341, + "FP": 503, + "IoU": 0.5910852713178295, + "TN": 2626416, + "TP": 1220, + "n_pred": 1723, + "n_ref": 1561 + }, + "12": { + "Dice": 0.8278988666085441, + "FN": 363, + "FP": 624, + "IoU": 0.7063373995834573, + "TN": 2625119, + "TP": 2374, + "n_pred": 2998, + "n_ref": 2737 + }, + "13": { + "Dice": 0.809294560257979, + "FN": 12921, + "FP": 3756, + "IoU": 0.6796765457234505, + "TN": 2576417, + "TP": 35386, + "n_pred": 39142, + "n_ref": 48307 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8630434782608696, + "FN": 18, + "FP": 234, + "IoU": 0.7590822179732314, + "TN": 2627434, + "TP": 794, + "n_pred": 1028, + "n_ref": 812 + }, + "3": { + "Dice": 0.890038809831824, + "FN": 60, + "FP": 25, + "IoU": 0.8018648018648019, + "TN": 2628051, + "TP": 344, + "n_pred": 369, + "n_ref": 404 + }, + "4": { + "Dice": 0.91320946805803, + "FN": 2495, + "FP": 1597, + "IoU": 0.8402810304449648, + "TN": 2602860, + "TP": 21528, + "n_pred": 23125, + "n_ref": 24023 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8714875650205816, + "FN": 4210, + "FP": 34628, + "IoU": 0.7722445389239114, + "TN": 2457955, + "TP": 131687, + "n_pred": 166315, + "n_ref": 135897 + }, + "7": { + "Dice": 0.9485803079531007, + "FN": 68544, + "FP": 7168, + "IoU": 0.9021899771597474, + "TN": 1854408, + "TP": 698360, + "n_pred": 705528, + "n_ref": 766904 + }, + "8": { + "Dice": 0.9322033898305084, + "FN": 274, + "FP": 366, + "IoU": 0.873015873015873, + "TN": 2623440, + "TP": 4400, + "n_pred": 4766, + "n_ref": 4674 + }, + "9": { + "Dice": 0.903067020068156, + "FN": 1948, + "FP": 2148, + "IoU": 0.8232654470141526, + "TN": 2605304, + "TP": 19080, + "n_pred": 21228, + "n_ref": 21028 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0069.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0069.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8491529592176266, + "FN": 3140, + "FP": 7287, + "IoU": 0.7378504085480829, + "TN": 1537313, + "TP": 29348, + "n_pred": 36635, + "n_ref": 32488 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7411095080303775, + "FN": 3373, + "FP": 12956, + "IoU": 0.5887005365104153, + "TN": 1537387, + "TP": 23372, + "n_pred": 36328, + "n_ref": 26745 + }, + "14": { + "Dice": 0.8790078644888082, + "FN": 1478, + "FP": 6522, + "IoU": 0.784133837021047, + "TN": 1540028, + "TP": 29060, + "n_pred": 35582, + "n_ref": 30538 + }, + "15": { + "Dice": 0.7369078749450397, + "FN": 4345, + "FP": 7024, + "IoU": 0.5834157780953428, + "TN": 1549797, + "TP": 15922, + "n_pred": 22946, + "n_ref": 20267 + }, + "2": { + "Dice": 0.6063604240282685, + "FN": 369, + "FP": 188, + "IoU": 0.43509127789046653, + "TN": 1576102, + "TP": 429, + "n_pred": 617, + "n_ref": 798 + }, + "3": { + "Dice": 0.94652614773494, + "FN": 3029, + "FP": 2598, + "IoU": 0.8984809121743523, + "TN": 1521660, + "TP": 49801, + "n_pred": 52399, + "n_ref": 52830 + }, + "4": { + "Dice": 0.8756839781127004, + "FN": 653, + "FP": 642, + "IoU": 0.7788592896174863, + "TN": 1571232, + "TP": 4561, + "n_pred": 5203, + "n_ref": 5214 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 29, + "IoU": 0.0, + "TN": 1577059, + "TP": 0, + "n_pred": 29, + "n_ref": 0 + }, + "6": { + "Dice": 0.9748065578423499, + "FN": 7461, + "FP": 8161, + "IoU": 0.9508513396171803, + "TN": 1259236, + "TP": 302230, + "n_pred": 310391, + "n_ref": 309691 + }, + "7": { + "Dice": 0.9192273725685559, + "FN": 1063, + "FP": 2504, + "IoU": 0.8505279919544083, + "TN": 1553224, + "TP": 20297, + "n_pred": 22801, + "n_ref": 21360 + }, + "8": { + "Dice": 0.9045553145336226, + "FN": 484, + "FP": 396, + "IoU": 0.8257425742574257, + "TN": 1572038, + "TP": 4170, + "n_pred": 4566, + "n_ref": 4654 + }, + "9": { + "Dice": 0.9221764001596382, + "FN": 2703, + "FP": 2562, + "IoU": 0.8555912120464083, + "TN": 1540629, + "TP": 31194, + "n_pred": 33756, + "n_ref": 33897 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0072.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0072.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7068736141906874, + "FN": 452, + "FP": 209, + "IoU": 0.546639231824417, + "TN": 874702, + "TP": 797, + "n_pred": 1006, + "n_ref": 1249 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 876159, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9115162294353045, + "FN": 115, + "FP": 84, + "IoU": 0.8374183006535948, + "TN": 874936, + "TP": 1025, + "n_pred": 1109, + "n_ref": 1140 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8662988436248205, + "FN": 1316, + "FP": 453, + "IoU": 0.7641333333333333, + "TN": 868660, + "TP": 5731, + "n_pred": 6184, + "n_ref": 7047 + }, + "6": { + "Dice": 0.9742286359111625, + "FN": 2814, + "FP": 9587, + "IoU": 0.9497522255132761, + "TN": 629363, + "TP": 234396, + "n_pred": 243983, + "n_ref": 237210 + }, + "7": { + "Dice": 0.9308078455726336, + "FN": 4060, + "FP": 2625, + "IoU": 0.8705711519845112, + "TN": 824510, + "TP": 44965, + "n_pred": 47590, + "n_ref": 49025 + }, + "8": { + "Dice": 0.9452840663746839, + "FN": 936, + "FP": 838, + "IoU": 0.8962451748742543, + "TN": 859062, + "TP": 15324, + "n_pred": 16162, + "n_ref": 16260 + }, + "9": { + "Dice": 0.9326383319967922, + "FN": 83, + "FP": 85, + "IoU": 0.873779113448535, + "TN": 874829, + "TP": 1163, + "n_pred": 1248, + "n_ref": 1246 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0098.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0098.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6898016997167139, + "FN": 56, + "FP": 382, + "IoU": 0.5264864864864864, + "TN": 2277091, + "TP": 487, + "n_pred": 869, + "n_ref": 543 + }, + "10": { + "Dice": 0.7803705811673939, + "FN": 1261, + "FP": 2212, + "IoU": 0.6398423727055895, + "TN": 2268373, + "TP": 6170, + "n_pred": 8382, + "n_ref": 7431 + }, + "11": { + "Dice": 0.7791279485346676, + "FN": 89, + "FP": 220, + "IoU": 0.6381733021077284, + "TN": 2277162, + "TP": 545, + "n_pred": 765, + "n_ref": 634 + }, + "12": { + "Dice": 0.8251001335113485, + "FN": 70, + "FP": 61, + "IoU": 0.7022727272727273, + "TN": 2277576, + "TP": 309, + "n_pred": 370, + "n_ref": 379 + }, + "13": { + "Dice": 0.7991070470302875, + "FN": 7874, + "FP": 1485, + "IoU": 0.6654273763986701, + "TN": 2250043, + "TP": 18614, + "n_pred": 20099, + "n_ref": 26488 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9782652853950843, + "FN": 676, + "FP": 715, + "IoU": 0.957455268389662, + "TN": 2245321, + "TP": 31304, + "n_pred": 32019, + "n_ref": 31980 + }, + "3": { + "Dice": 0.9477477477477477, + "FN": 4, + "FP": 25, + "IoU": 0.9006849315068494, + "TN": 2277724, + "TP": 263, + "n_pred": 288, + "n_ref": 267 + }, + "4": { + "Dice": 0.8424389238222864, + "FN": 2239, + "FP": 9989, + "IoU": 0.7277706042121198, + "TN": 2233098, + "TP": 32690, + "n_pred": 42679, + "n_ref": 34929 + }, + "5": { + "Dice": 0.8853374199551202, + "FN": 1732, + "FP": 363, + "IoU": 0.7942649513895709, + "TN": 2267833, + "TP": 8088, + "n_pred": 8451, + "n_ref": 9820 + }, + "6": { + "Dice": 0.9675088922061886, + "FN": 10898, + "FP": 4969, + "IoU": 0.9370626874196772, + "TN": 2025908, + "TP": 236241, + "n_pred": 241210, + "n_ref": 247139 + }, + "7": { + "Dice": 0.773937544347922, + "FN": 5579, + "FP": 27236, + "IoU": 0.6312382707586501, + "TN": 2189029, + "TP": 56172, + "n_pred": 83408, + "n_ref": 61751 + }, + "8": { + "Dice": 0.9721632374118279, + "FN": 3242, + "FP": 1320, + "IoU": 0.9458342732982677, + "TN": 2193793, + "TP": 79661, + "n_pred": 80981, + "n_ref": 82903 + }, + "9": { + "Dice": 0.90568146777675, + "FN": 2817, + "FP": 2077, + "IoU": 0.8276214293261949, + "TN": 2249625, + "TP": 23497, + "n_pred": 25574, + "n_ref": 26314 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0105.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0105.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9824938031161473, + "FN": 4325, + "FP": 421, + "IoU": 0.9655899945622621, + "TN": 2140091, + "TP": 133179, + "n_pred": 133600, + "n_ref": 137504 + }, + "10": { + "Dice": 0.9161125319693094, + "FN": 2048, + "FP": 2216, + "IoU": 0.8452100047192072, + "TN": 2250469, + "TP": 23283, + "n_pred": 25499, + "n_ref": 25331 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 9, + "IoU": 0.0, + "TN": 2278007, + "TP": 0, + "n_pred": 9, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9019330087059171, + "FN": 1271, + "FP": 2052, + "IoU": 0.8213824983874436, + "TN": 2259412, + "TP": 15281, + "n_pred": 17333, + "n_ref": 16552 + }, + "14": { + "Dice": 0.9886362197546184, + "FN": 2755, + "FP": 835, + "IoU": 0.977527808554456, + "TN": 2118263, + "TP": 156163, + "n_pred": 156998, + "n_ref": 158918 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.36619718309859156, + "FN": 42, + "FP": 3, + "IoU": 0.22413793103448276, + "TN": 2277958, + "TP": 13, + "n_pred": 16, + "n_ref": 55 + }, + "3": { + "Dice": 0.9590504451038576, + "FN": 128, + "FP": 355, + "IoU": 0.9213226909920182, + "TN": 2271877, + "TP": 5656, + "n_pred": 6011, + "n_ref": 5784 + }, + "4": { + "Dice": 0.9448738004623036, + "FN": 470, + "FP": 1891, + "IoU": 0.8955078557202921, + "TN": 2255421, + "TP": 20234, + "n_pred": 22125, + "n_ref": 20704 + }, + "5": { + "Dice": 0.64, + "FN": 6, + "FP": 3, + "IoU": 0.47058823529411764, + "TN": 2277999, + "TP": 8, + "n_pred": 11, + "n_ref": 14 + }, + "6": { + "Dice": 0.9840788794833089, + "FN": 3141, + "FP": 5191, + "IoU": 0.9686567781786173, + "TN": 2012185, + "TP": 257499, + "n_pred": 262690, + "n_ref": 260640 + }, + "7": { + "Dice": 0.9208030039944916, + "FN": 7009, + "FP": 2250, + "IoU": 0.8532297693588016, + "TN": 2214931, + "TP": 53826, + "n_pred": 56076, + "n_ref": 60835 + }, + "8": { + "Dice": 0.9445964226664663, + "FN": 1643, + "FP": 200, + "IoU": 0.8950096844024154, + "TN": 2260462, + "TP": 15711, + "n_pred": 15911, + "n_ref": 17354 + }, + "9": { + "Dice": 0.9692268694550064, + "FN": 1427, + "FP": 394, + "IoU": 0.9402911666338777, + "TN": 2247518, + "TP": 28677, + "n_pred": 29071, + "n_ref": 30104 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0119.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0119.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9925454960785807, + "FN": 1507, + "FP": 451, + "IoU": 0.9852013090568291, + "TN": 2145707, + "TP": 130351, + "n_pred": 130802, + "n_ref": 131858 + }, + "10": { + "Dice": 0.7423296225902797, + "FN": 2764, + "FP": 83, + "IoU": 0.5902417962003454, + "TN": 2271068, + "TP": 4101, + "n_pred": 4184, + "n_ref": 6865 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9434790910826809, + "FN": 152, + "FP": 440, + "IoU": 0.8930056027471535, + "TN": 2272483, + "TP": 4941, + "n_pred": 5381, + "n_ref": 5093 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8967707781895182, + "FN": 353, + "FP": 37, + "IoU": 0.8128598848368522, + "TN": 2275932, + "TP": 1694, + "n_pred": 1731, + "n_ref": 2047 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9274434840425532, + "FN": 576, + "FP": 1170, + "IoU": 0.8647036032545525, + "TN": 2265111, + "TP": 11159, + "n_pred": 12329, + "n_ref": 11735 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9892742897788005, + "FN": 8639, + "FP": 2399, + "IoU": 0.9787762196751635, + "TN": 1757939, + "TP": 509039, + "n_pred": 511438, + "n_ref": 517678 + }, + "7": { + "Dice": 0.9019021158367172, + "FN": 349, + "FP": 110, + "IoU": 0.8213312572985597, + "TN": 2275447, + "TP": 2110, + "n_pred": 2220, + "n_ref": 2459 + }, + "8": { + "Dice": 0.8617143705683632, + "FN": 3697, + "FP": 28, + "IoU": 0.7570282434283478, + "TN": 2262685, + "TP": 11606, + "n_pred": 11634, + "n_ref": 15303 + }, + "9": { + "Dice": 0.06109510086455332, + "FN": 13, + "FP": 1616, + "IoU": 0.03151010701545779, + "TN": 2276334, + "TP": 53, + "n_pred": 1669, + "n_ref": 66 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0124.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0124.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9486742438718653, + "FN": 22512, + "FP": 11063, + "IoU": 0.9023599377662745, + "TN": 1758919, + "TP": 310290, + "n_pred": 321353, + "n_ref": 332802 + }, + "10": { + "Dice": 0.8126151784218462, + "FN": 2289, + "FP": 11133, + "IoU": 0.684373897707231, + "TN": 2060259, + "TP": 29103, + "n_pred": 40236, + "n_ref": 31392 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8670350738694034, + "FN": 841, + "FP": 338, + "IoU": 0.7652797133187338, + "TN": 2097761, + "TP": 3844, + "n_pred": 4182, + "n_ref": 4685 + }, + "13": { + "Dice": 0.7175820604484888, + "FN": 20217, + "FP": 2377, + "IoU": 0.5595539787126204, + "TN": 2051486, + "TP": 28704, + "n_pred": 31081, + "n_ref": 48921 + }, + "14": { + "Dice": 0.9940473718977069, + "FN": 958, + "FP": 619, + "IoU": 0.9881651920060638, + "TN": 1969533, + "TP": 131674, + "n_pred": 132293, + "n_ref": 132632 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9816381156316917, + "FN": 653, + "FP": 2091, + "IoU": 0.9639383903695526, + "TN": 2026692, + "TP": 73348, + "n_pred": 75439, + "n_ref": 74001 + }, + "4": { + "Dice": 0.9388902402767643, + "FN": 998, + "FP": 1263, + "IoU": 0.8848191543555782, + "TN": 2083154, + "TP": 17369, + "n_pred": 18632, + "n_ref": 18367 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9262702877112401, + "FN": 6303, + "FP": 24774, + "IoU": 0.8626661599377784, + "TN": 1876496, + "TP": 195211, + "n_pred": 219985, + "n_ref": 201514 + }, + "7": { + "Dice": 0.9346279334879516, + "FN": 408, + "FP": 1255, + "IoU": 0.8772784296361892, + "TN": 2089233, + "TP": 11888, + "n_pred": 13143, + "n_ref": 12296 + }, + "8": { + "Dice": 0.826050135501355, + "FN": 2068, + "FP": 2040, + "IoU": 0.7036502669167508, + "TN": 2088922, + "TP": 9754, + "n_pred": 11794, + "n_ref": 11822 + }, + "9": { + "Dice": 0.9135385654215648, + "FN": 1207, + "FP": 1610, + "IoU": 0.8408384654500254, + "TN": 2085085, + "TP": 14882, + "n_pred": 16492, + "n_ref": 16089 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0159.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0159.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9403351955307263, + "FN": 191, + "FP": 343, + "IoU": 0.8873892872205821, + "TN": 1747578, + "TP": 4208, + "n_pred": 4551, + "n_ref": 4399 + }, + "10": { + "Dice": 0.8836417195986376, + "FN": 4797, + "FP": 5315, + "IoU": 0.7915395398697123, + "TN": 1703812, + "TP": 38396, + "n_pred": 43711, + "n_ref": 43193 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7307636363636364, + "FN": 1033, + "FP": 818, + "IoU": 0.5757506303002521, + "TN": 1747957, + "TP": 2512, + "n_pred": 3330, + "n_ref": 3545 + }, + "13": { + "Dice": 0.8974870138986382, + "FN": 1904, + "FP": 1747, + "IoU": 0.8140375897723221, + "TN": 1732687, + "TP": 15982, + "n_pred": 17729, + "n_ref": 17886 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9781152300133988, + "FN": 91, + "FP": 105, + "IoU": 0.9571678321678322, + "TN": 1747744, + "TP": 4380, + "n_pred": 4485, + "n_ref": 4471 + }, + "4": { + "Dice": 0.9563282157141014, + "FN": 750, + "FP": 604, + "IoU": 0.916311267692688, + "TN": 1736141, + "TP": 14825, + "n_pred": 15429, + "n_ref": 15575 + }, + "5": { + "Dice": 0.0, + "FN": 45, + "FP": 0, + "IoU": 0.0, + "TN": 1752275, + "TP": 0, + "n_pred": 0, + "n_ref": 45 + }, + "6": { + "Dice": 0.9497948158537218, + "FN": 2277, + "FP": 1589, + "IoU": 0.9043897613453691, + "TN": 1711885, + "TP": 36569, + "n_pred": 38158, + "n_ref": 38846 + }, + "7": { + "Dice": 0.9472132551551485, + "FN": 2356, + "FP": 4054, + "IoU": 0.8997199668340607, + "TN": 1688399, + "TP": 57511, + "n_pred": 61565, + "n_ref": 59867 + }, + "8": { + "Dice": 0.8882652447580484, + "FN": 405, + "FP": 5169, + "IoU": 0.7989902632527948, + "TN": 1724590, + "TP": 22156, + "n_pred": 27325, + "n_ref": 22561 + }, + "9": { + "Dice": 0.9043905666619405, + "FN": 173, + "FP": 1850, + "IoU": 0.8254680355448193, + "TN": 1740729, + "TP": 9568, + "n_pred": 11418, + "n_ref": 9741 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0188.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0188.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8303605313092979, + "FN": 141, + "FP": 753, + "IoU": 0.7099286177806619, + "TN": 2274934, + "TP": 2188, + "n_pred": 2941, + "n_ref": 2329 + }, + "10": { + "Dice": 0.7854428736635907, + "FN": 6247, + "FP": 2844, + "IoU": 0.6466907621157358, + "TN": 2252285, + "TP": 16640, + "n_pred": 19484, + "n_ref": 22887 + }, + "11": { + "Dice": 0.40168539325842695, + "FN": 0, + "FP": 426, + "IoU": 0.2513181019332162, + "TN": 2277447, + "TP": 143, + "n_pred": 569, + "n_ref": 143 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6976102941176471, + "FN": 2385, + "FP": 6827, + "IoU": 0.5356386732533521, + "TN": 2258178, + "TP": 10626, + "n_pred": 17453, + "n_ref": 13011 + }, + "14": { + "Dice": 0.9311962532534829, + "FN": 3223, + "FP": 5474, + "IoU": 0.8712509252405626, + "TN": 2210466, + "TP": 58853, + "n_pred": 64327, + "n_ref": 62076 + }, + "15": { + "Dice": 0.7802216084916648, + "FN": 5432, + "FP": 1173, + "IoU": 0.6396420972229799, + "TN": 2259687, + "TP": 11724, + "n_pred": 12897, + "n_ref": 17156 + }, + "2": { + "Dice": 0.9704788978788541, + "FN": 56, + "FP": 79, + "IoU": 0.9426508071367884, + "TN": 2275662, + "TP": 2219, + "n_pred": 2298, + "n_ref": 2275 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 15, + "IoU": 0.0, + "TN": 2278001, + "TP": 0, + "n_pred": 15, + "n_ref": 0 + }, + "5": { + "Dice": 0.678850532274937, + "FN": 1689, + "FP": 3530, + "IoU": 0.5138332557056358, + "TN": 2267281, + "TP": 5516, + "n_pred": 9046, + "n_ref": 7205 + }, + "6": { + "Dice": 0.9488193032905891, + "FN": 9712, + "FP": 23072, + "IoU": 0.9026224570720797, + "TN": 1941347, + "TP": 303885, + "n_pred": 326957, + "n_ref": 313597 + }, + "7": { + "Dice": 0.0, + "FN": 480, + "FP": 40254, + "IoU": 0.0, + "TN": 2237282, + "TP": 0, + "n_pred": 40254, + "n_ref": 480 + }, + "8": { + "Dice": 0.968208036355868, + "FN": 1453, + "FP": 184, + "IoU": 0.9383752446920645, + "TN": 2251452, + "TP": 24927, + "n_pred": 25111, + "n_ref": 26380 + }, + "9": { + "Dice": 0.8968964381364307, + "FN": 5248, + "FP": 1951, + "IoU": 0.8130663966139544, + "TN": 2239505, + "TP": 31312, + "n_pred": 33263, + "n_ref": 36560 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0190.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0190.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9295334938899296, + "FN": 924, + "FP": 2236, + "IoU": 0.8683443046412799, + "TN": 2604478, + "TP": 20842, + "n_pred": 23078, + "n_ref": 21766 + }, + "11": { + "Dice": 0.25149700598802394, + "FN": 125, + "FP": 0, + "IoU": 0.14383561643835616, + "TN": 2628334, + "TP": 21, + "n_pred": 21, + "n_ref": 146 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7814673547229077, + "FN": 5420, + "FP": 424, + "IoU": 0.6413183575768735, + "TN": 2612187, + "TP": 10449, + "n_pred": 10873, + "n_ref": 15869 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9541284403669725, + "FN": 10, + "FP": 25, + "IoU": 0.9122807017543859, + "TN": 2628081, + "TP": 364, + "n_pred": 389, + "n_ref": 374 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9496045197740113, + "FN": 417, + "FP": 252, + "IoU": 0.9040447504302926, + "TN": 2621508, + "TP": 6303, + "n_pred": 6555, + "n_ref": 6720 + }, + "5": { + "Dice": 0.8610675039246468, + "FN": 338, + "FP": 16, + "IoU": 0.7560303239145417, + "TN": 2627029, + "TP": 1097, + "n_pred": 1113, + "n_ref": 1435 + }, + "6": { + "Dice": 0.9695235915627265, + "FN": 4687, + "FP": 4102, + "IoU": 0.9408498667456322, + "TN": 2479892, + "TP": 139799, + "n_pred": 143901, + "n_ref": 144486 + }, + "7": { + "Dice": 0.8586956521739131, + "FN": 111, + "FP": 279, + "IoU": 0.7523809523809524, + "TN": 2626905, + "TP": 1185, + "n_pred": 1464, + "n_ref": 1296 + }, + "8": { + "Dice": 0.9554772163467815, + "FN": 241, + "FP": 100, + "IoU": 0.91475, + "TN": 2624480, + "TP": 3659, + "n_pred": 3759, + "n_ref": 3900 + }, + "9": { + "Dice": 0.8194263363754889, + "FN": 1436, + "FP": 1334, + "IoU": 0.6940916620651574, + "TN": 2619425, + "TP": 6285, + "n_pred": 7619, + "n_ref": 7721 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0199.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0199.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9743455582988604, + "FN": 630, + "FP": 2508, + "IoU": 0.949974493049356, + "TN": 1339128, + "TP": 59590, + "n_pred": 62098, + "n_ref": 60220 + }, + "10": { + "Dice": 0.9075419551528621, + "FN": 1758, + "FP": 1487, + "IoU": 0.8307339210265505, + "TN": 1382685, + "TP": 15926, + "n_pred": 17413, + "n_ref": 17684 + }, + "11": { + "Dice": 0.7944969905417025, + "FN": 206, + "FP": 511, + "IoU": 0.6590584878744651, + "TN": 1399753, + "TP": 1386, + "n_pred": 1897, + "n_ref": 1592 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7361673862504151, + "FN": 954, + "FP": 6990, + "IoU": 0.5824880433068796, + "TN": 1382829, + "TP": 11083, + "n_pred": 18073, + "n_ref": 12037 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9201030927835051, + "FN": 11, + "FP": 51, + "IoU": 0.8520286396181385, + "TN": 1401437, + "TP": 357, + "n_pred": 408, + "n_ref": 368 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.918001989170074, + "FN": 9510, + "FP": 2362, + "IoU": 0.8484322336839955, + "TN": 1323528, + "TP": 66456, + "n_pred": 68818, + "n_ref": 75966 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9540297714389359, + "FN": 4559, + "FP": 13436, + "IoU": 0.9121003116421293, + "TN": 1197134, + "TP": 186727, + "n_pred": 200163, + "n_ref": 191286 + }, + "7": { + "Dice": 0.9401767906246681, + "FN": 2474, + "FP": 2595, + "IoU": 0.887107191376584, + "TN": 1356955, + "TP": 39832, + "n_pred": 42427, + "n_ref": 42306 + }, + "8": { + "Dice": 0.9472834423185598, + "FN": 597, + "FP": 56, + "IoU": 0.8998466257668711, + "TN": 1395336, + "TP": 5867, + "n_pred": 5923, + "n_ref": 6464 + }, + "9": { + "Dice": 0.9692185411322664, + "FN": 579, + "FP": 1125, + "IoU": 0.9402754898180926, + "TN": 1373325, + "TP": 26827, + "n_pred": 27952, + "n_ref": 27406 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0215.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0215.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9539877660761039, + "FN": 684, + "FP": 3235, + "IoU": 0.9120235262425358, + "TN": 1357310, + "TP": 40627, + "n_pred": 43862, + "n_ref": 41311 + }, + "10": { + "Dice": 0.8800888417758259, + "FN": 2301, + "FP": 2450, + "IoU": 0.7858559451906608, + "TN": 1379670, + "TP": 17435, + "n_pred": 19885, + "n_ref": 19736 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8261830062932779, + "FN": 2368, + "FP": 6995, + "IoU": 0.7038431124466235, + "TN": 1370241, + "TP": 22252, + "n_pred": 29247, + "n_ref": 24620 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 2018, + "IoU": 0.0, + "TN": 1399838, + "TP": 0, + "n_pred": 2018, + "n_ref": 0 + }, + "15": { + "Dice": 0.9868761911658696, + "FN": 3213, + "FP": 774, + "IoU": 0.9740923888675899, + "TN": 1247963, + "TP": 149906, + "n_pred": 150680, + "n_ref": 153119 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9433017349311393, + "FN": 153, + "FP": 164, + "IoU": 0.8926878808395396, + "TN": 1398902, + "TP": 2637, + "n_pred": 2801, + "n_ref": 2790 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 1401855, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "5": { + "Dice": 0.7846590909090909, + "FN": 720, + "FP": 38, + "IoU": 0.6456287985039738, + "TN": 1399717, + "TP": 1381, + "n_pred": 1419, + "n_ref": 2101 + }, + "6": { + "Dice": 0.9585231702345276, + "FN": 2296, + "FP": 3503, + "IoU": 0.9203499711562234, + "TN": 1329050, + "TP": 67007, + "n_pred": 70510, + "n_ref": 69303 + }, + "7": { + "Dice": 0.9592792680261062, + "FN": 8148, + "FP": 4892, + "IoU": 0.9217451315749993, + "TN": 1235221, + "TP": 153595, + "n_pred": 158487, + "n_ref": 161743 + }, + "8": { + "Dice": 0.9665318957771788, + "FN": 468, + "FP": 1022, + "IoU": 0.9352314714192567, + "TN": 1378851, + "TP": 21515, + "n_pred": 22537, + "n_ref": 21983 + }, + "9": { + "Dice": 0.9611521697934432, + "FN": 407, + "FP": 823, + "IoU": 0.9252097774534841, + "TN": 1385410, + "TP": 15216, + "n_pred": 16039, + "n_ref": 15623 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0230.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0230.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9870352904742465, + "FN": 1063, + "FP": 779, + "IoU": 0.974402445803224, + "TN": 1505128, + "TP": 70118, + "n_pred": 70897, + "n_ref": 71181 + }, + "10": { + "Dice": 0.632110371240806, + "FN": 5155, + "FP": 3298, + "IoU": 0.4621062678969138, + "TN": 1561373, + "TP": 7262, + "n_pred": 10560, + "n_ref": 12417 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7022640867048743, + "FN": 8778, + "FP": 6963, + "IoU": 0.5411456055968518, + "TN": 1542783, + "TP": 18564, + "n_pred": 25527, + "n_ref": 27342 + }, + "14": { + "Dice": 0.7896039603960396, + "FN": 524, + "FP": 3726, + "IoU": 0.6523517382413088, + "TN": 1564863, + "TP": 7975, + "n_pred": 11701, + "n_ref": 8499 + }, + "15": { + "Dice": 0.05194805194805195, + "FN": 45, + "FP": 101, + "IoU": 0.02666666666666667, + "TN": 1576938, + "TP": 4, + "n_pred": 105, + "n_ref": 49 + }, + "2": { + "Dice": 0.970669857822606, + "FN": 3132, + "FP": 2015, + "IoU": 0.943011205102086, + "TN": 1486772, + "TP": 85169, + "n_pred": 87184, + "n_ref": 88301 + }, + "3": { + "Dice": 0.9172487909725954, + "FN": 96, + "FP": 212, + "IoU": 0.8471464019851117, + "TN": 1575073, + "TP": 1707, + "n_pred": 1919, + "n_ref": 1803 + }, + "4": { + "Dice": 0.8832101222632925, + "FN": 1359, + "FP": 1927, + "IoU": 0.7908471771370378, + "TN": 1561377, + "TP": 12425, + "n_pred": 14352, + "n_ref": 13784 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9620933289516924, + "FN": 3092, + "FP": 6136, + "IoU": 0.9269555305776751, + "TN": 1450754, + "TP": 117106, + "n_pred": 123242, + "n_ref": 120198 + }, + "7": { + "Dice": 0.9165594772074723, + "FN": 37686, + "FP": 4220, + "IoU": 0.8459711981651511, + "TN": 1305022, + "TP": 230160, + "n_pred": 234380, + "n_ref": 267846 + }, + "8": { + "Dice": 0.4308728059629719, + "FN": 34, + "FP": 2333, + "IoU": 0.27459393196444987, + "TN": 1573825, + "TP": 896, + "n_pred": 3229, + "n_ref": 930 + }, + "9": { + "Dice": 0.6456400742115028, + "FN": 534, + "FP": 39, + "IoU": 0.4767123287671233, + "TN": 1575993, + "TP": 522, + "n_pred": 561, + "n_ref": 1056 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0235.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0235.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9729027855443612, + "FN": 731, + "FP": 2128, + "IoU": 0.9472353462276687, + "TN": 1522904, + "TP": 51325, + "n_pred": 53453, + "n_ref": 52056 + }, + "10": { + "Dice": 0.8546554061098947, + "FN": 3869, + "FP": 4495, + "IoU": 0.7461993627674101, + "TN": 1544133, + "TP": 24591, + "n_pred": 29086, + "n_ref": 28460 + }, + "11": { + "Dice": 0.684449958643507, + "FN": 1339, + "FP": 187, + "IoU": 0.5202766425652311, + "TN": 1573907, + "TP": 1655, + "n_pred": 1842, + "n_ref": 2994 + }, + "12": { + "Dice": 0.6, + "FN": 0, + "FP": 44, + "IoU": 0.42857142857142855, + "TN": 1577011, + "TP": 33, + "n_pred": 77, + "n_ref": 33 + }, + "13": { + "Dice": 0.6317477820660619, + "FN": 3064, + "FP": 4283, + "IoU": 0.4617188072386255, + "TN": 1563439, + "TP": 6302, + "n_pred": 10585, + "n_ref": 9366 + }, + "14": { + "Dice": 0.926672927567342, + "FN": 3196, + "FP": 1723, + "IoU": 0.8633649065303741, + "TN": 1541087, + "TP": 31082, + "n_pred": 32805, + "n_ref": 34278 + }, + "15": { + "Dice": 0.8640264835703776, + "FN": 2792, + "FP": 1644, + "IoU": 0.7606044252563411, + "TN": 1558558, + "TP": 14094, + "n_pred": 15738, + "n_ref": 16886 + }, + "2": { + "Dice": 0.9310299698992278, + "FN": 1444, + "FP": 664, + "IoU": 0.8709598432908913, + "TN": 1560752, + "TP": 14228, + "n_pred": 14892, + "n_ref": 15672 + }, + "3": { + "Dice": 0.9017447199265382, + "FN": 22, + "FP": 85, + "IoU": 0.8210702341137124, + "TN": 1576490, + "TP": 491, + "n_pred": 576, + "n_ref": 513 + }, + "4": { + "Dice": 0.6138181818181818, + "FN": 956, + "FP": 106, + "IoU": 0.4428121720881427, + "TN": 1575182, + "TP": 844, + "n_pred": 950, + "n_ref": 1800 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9720545833648732, + "FN": 3434, + "FP": 4688, + "IoU": 0.9456285982059178, + "TN": 1427708, + "TP": 141258, + "n_pred": 145946, + "n_ref": 144692 + }, + "7": { + "Dice": 0.9663993700065526, + "FN": 5311, + "FP": 6124, + "IoU": 0.9349833407248206, + "TN": 1401210, + "TP": 164443, + "n_pred": 170567, + "n_ref": 169754 + }, + "8": { + "Dice": 0.8979667626032866, + "FN": 695, + "FP": 2602, + "IoU": 0.8148272957034541, + "TN": 1559283, + "TP": 14508, + "n_pred": 17110, + "n_ref": 15203 + }, + "9": { + "Dice": 0.9257541628019964, + "FN": 1085, + "FP": 2277, + "IoU": 0.8617712359180988, + "TN": 1552766, + "TP": 20960, + "n_pred": 23237, + "n_ref": 22045 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0281.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0281.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9637652205000946, + "FN": 425, + "FP": 1298, + "IoU": 0.930064537078378, + "TN": 2603843, + "TP": 22914, + "n_pred": 24212, + "n_ref": 23339 + }, + "10": { + "Dice": 0.8664615719691814, + "FN": 1530, + "FP": 3375, + "IoU": 0.7643865885291574, + "TN": 2607662, + "TP": 15913, + "n_pred": 19288, + "n_ref": 17443 + }, + "11": { + "Dice": 0.1875, + "FN": 26, + "FP": 0, + "IoU": 0.10344827586206896, + "TN": 2628451, + "TP": 3, + "n_pred": 3, + "n_ref": 29 + }, + "12": { + "Dice": 0.6632124352331606, + "FN": 58, + "FP": 7, + "IoU": 0.49612403100775193, + "TN": 2628351, + "TP": 64, + "n_pred": 71, + "n_ref": 122 + }, + "13": { + "Dice": 0.9059471079893994, + "FN": 1602, + "FP": 3473, + "IoU": 0.8280651827760274, + "TN": 2598963, + "TP": 24442, + "n_pred": 27915, + "n_ref": 26044 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9592616111904888, + "FN": 4987, + "FP": 4251, + "IoU": 0.9217125278599334, + "TN": 2510479, + "TP": 108763, + "n_pred": 113014, + "n_ref": 113750 + }, + "3": { + "Dice": 0.9662556876559518, + "FN": 1552, + "FP": 3046, + "IoU": 0.9347143932187025, + "TN": 2558051, + "TP": 65831, + "n_pred": 68877, + "n_ref": 67383 + }, + "4": { + "Dice": 0.46153846153846156, + "FN": 7, + "FP": 0, + "IoU": 0.3, + "TN": 2628470, + "TP": 3, + "n_pred": 3, + "n_ref": 10 + }, + "5": { + "Dice": 0.8192700729927007, + "FN": 439, + "FP": 180, + "IoU": 0.6938674579624134, + "TN": 2626458, + "TP": 1403, + "n_pred": 1583, + "n_ref": 1842 + }, + "6": { + "Dice": 0.9735945370339069, + "FN": 5001, + "FP": 10621, + "IoU": 0.9485476959762336, + "TN": 2324859, + "TP": 287999, + "n_pred": 298620, + "n_ref": 293000 + }, + "7": { + "Dice": 0.8624597484388621, + "FN": 5419, + "FP": 2312, + "IoU": 0.7581795433218642, + "TN": 2596510, + "TP": 24239, + "n_pred": 26551, + "n_ref": 29658 + }, + "8": { + "Dice": 0.9682092489608597, + "FN": 2368, + "FP": 1525, + "IoU": 0.938377522754254, + "TN": 2565305, + "TP": 59282, + "n_pred": 60807, + "n_ref": 61650 + }, + "9": { + "Dice": 0.7378237529877356, + "FN": 5213, + "FP": 1478, + "IoU": 0.5845647584751025, + "TN": 2612374, + "TP": 9415, + "n_pred": 10893, + "n_ref": 14628 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0282.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0282.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9761643284713307, + "FN": 416, + "FP": 1125, + "IoU": 0.9534384819917815, + "TN": 6800952, + "TP": 31555, + "n_pred": 32680, + "n_ref": 31971 + }, + "10": { + "Dice": 0.39608621095457447, + "FN": 2087, + "FP": 33835, + "IoU": 0.24694981342501363, + "TN": 6786346, + "TP": 11780, + "n_pred": 45615, + "n_ref": 13867 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 6834048, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 6834048, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8488143992841656, + "FN": 7011, + "FP": 1775, + "IoU": 0.737339312406577, + "TN": 6800598, + "TP": 24664, + "n_pred": 26439, + "n_ref": 31675 + }, + "14": { + "Dice": 0.018129377832715288, + "FN": 2, + "FP": 7147, + "IoU": 0.009147609147609148, + "TN": 6826833, + "TP": 66, + "n_pred": 7213, + "n_ref": 68 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 6834048, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 48, + "IoU": 0.0, + "TN": 6834000, + "TP": 0, + "n_pred": 48, + "n_ref": 0 + }, + "3": { + "Dice": 0.7096774193548387, + "FN": 1, + "FP": 8, + "IoU": 0.55, + "TN": 6834028, + "TP": 11, + "n_pred": 19, + "n_ref": 12 + }, + "4": { + "Dice": 0.8906771490024475, + "FN": 9215, + "FP": 2577, + "IoU": 0.8029016514006819, + "TN": 6774220, + "TP": 48036, + "n_pred": 50613, + "n_ref": 57251 + }, + "5": { + "Dice": 0.5159010600706714, + "FN": 2, + "FP": 135, + "IoU": 0.3476190476190476, + "TN": 6833838, + "TP": 73, + "n_pred": 208, + "n_ref": 75 + }, + "6": { + "Dice": 0.932882546335201, + "FN": 47790, + "FP": 41504, + "IoU": 0.8742079357163586, + "TN": 6124194, + "TP": 620560, + "n_pred": 662064, + "n_ref": 668350 + }, + "7": { + "Dice": 0.9729715962803547, + "FN": 8182, + "FP": 9859, + "IoU": 0.9473658106791302, + "TN": 6491286, + "TP": 324721, + "n_pred": 334580, + "n_ref": 332903 + }, + "8": { + "Dice": 0.7446153846153846, + "FN": 54, + "FP": 29, + "IoU": 0.5931372549019608, + "TN": 6833844, + "TP": 121, + "n_pred": 150, + "n_ref": 175 + }, + "9": { + "Dice": 0.8739016804437033, + "FN": 7884, + "FP": 2779, + "IoU": 0.7760438544904645, + "TN": 6786436, + "TP": 36949, + "n_pred": 39728, + "n_ref": 44833 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0362.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0362.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8883168883168883, + "FN": 1296, + "FP": 266, + "IoU": 0.7990738358631335, + "TN": 4022562, + "TP": 6212, + "n_pred": 6478, + "n_ref": 7508 + }, + "10": { + "Dice": 0.8565947129304866, + "FN": 733, + "FP": 11451, + "IoU": 0.7491610565540526, + "TN": 3981763, + "TP": 36389, + "n_pred": 47840, + "n_ref": 37122 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4030336, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.4636441402908469, + "FN": 212, + "FP": 415, + "IoU": 0.30178173719376394, + "TN": 4029438, + "TP": 271, + "n_pred": 686, + "n_ref": 483 + }, + "13": { + "Dice": 0.9055861210393157, + "FN": 336, + "FP": 2015, + "IoU": 0.827462204608836, + "TN": 4016710, + "TP": 11275, + "n_pred": 13290, + "n_ref": 11611 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 209, + "IoU": 0.0, + "TN": 4030127, + "TP": 0, + "n_pred": 209, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4030336, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.977698629872543, + "FN": 1575, + "FP": 3046, + "IoU": 0.9563702626659365, + "TN": 3924422, + "TP": 101293, + "n_pred": 104339, + "n_ref": 102868 + }, + "3": { + "Dice": 0.9669771968854283, + "FN": 1202, + "FP": 698, + "IoU": 0.9360656840971802, + "TN": 4000618, + "TP": 27818, + "n_pred": 28516, + "n_ref": 29020 + }, + "4": { + "Dice": 0.900186491526798, + "FN": 855, + "FP": 1607, + "IoU": 0.8184901209082867, + "TN": 4016772, + "TP": 11102, + "n_pred": 12709, + "n_ref": 11957 + }, + "5": { + "Dice": 0.9127764127764127, + "FN": 389, + "FP": 37, + "IoU": 0.8395480225988701, + "TN": 4027681, + "TP": 2229, + "n_pred": 2266, + "n_ref": 2618 + }, + "6": { + "Dice": 0.9626415735537965, + "FN": 4911, + "FP": 7841, + "IoU": 0.9279739278270742, + "TN": 3853289, + "TP": 164295, + "n_pred": 172136, + "n_ref": 169206 + }, + "7": { + "Dice": 0.9854002901942018, + "FN": 7323, + "FP": 5979, + "IoU": 0.9712207490999724, + "TN": 3568128, + "TP": 448906, + "n_pred": 454885, + "n_ref": 456229 + }, + "8": { + "Dice": 0.9739457101308774, + "FN": 527, + "FP": 763, + "IoU": 0.9492145978504783, + "TN": 4004935, + "TP": 24111, + "n_pred": 24874, + "n_ref": 24638 + }, + "9": { + "Dice": 0.8939697374276814, + "FN": 1809, + "FP": 97, + "IoU": 0.8082687858364349, + "TN": 4020395, + "TP": 8035, + "n_pred": 8132, + "n_ref": 9844 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0379.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0379.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9541381128096995, + "FN": 1401, + "FP": 1992, + "IoU": 0.9122983870967742, + "TN": 1888864, + "TP": 35295, + "n_pred": 37287, + "n_ref": 36696 + }, + "10": { + "Dice": 0.12316495473945875, + "FN": 11752, + "FP": 25638, + "IoU": 0.06562375049980008, + "TN": 1887536, + "TP": 2626, + "n_pred": 28264, + "n_ref": 14378 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.46027762126722327, + "FN": 9210, + "FP": 22401, + "IoU": 0.2989354624085163, + "TN": 1882462, + "TP": 13479, + "n_pred": 35880, + "n_ref": 22689 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 124, + "IoU": 0.0, + "TN": 1927428, + "TP": 0, + "n_pred": 124, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9597544137951294, + "FN": 4672, + "FP": 808, + "IoU": 0.9226229137838525, + "TN": 1856730, + "TP": 65342, + "n_pred": 66150, + "n_ref": 70014 + }, + "3": { + "Dice": 0.9693133047210301, + "FN": 140, + "FP": 146, + "IoU": 0.940453882989798, + "TN": 1922749, + "TP": 4517, + "n_pred": 4663, + "n_ref": 4657 + }, + "4": { + "Dice": 0.6525205432792609, + "FN": 57135, + "FP": 8155, + "IoU": 0.4842526837976823, + "TN": 1800959, + "TP": 61303, + "n_pred": 69458, + "n_ref": 118438 + }, + "5": { + "Dice": 0.31894248347630433, + "FN": 4812, + "FP": 31, + "IoU": 0.18972728793709218, + "TN": 1921575, + "TP": 1134, + "n_pred": 1165, + "n_ref": 5946 + }, + "6": { + "Dice": 0.9093958370960668, + "FN": 7272, + "FP": 66471, + "IoU": 0.8338459250647218, + "TN": 1483729, + "TP": 370080, + "n_pred": 436551, + "n_ref": 377352 + }, + "7": { + "Dice": 0.8406117916224066, + "FN": 5148, + "FP": 16309, + "IoU": 0.7250477325439845, + "TN": 1849513, + "TP": 56582, + "n_pred": 72891, + "n_ref": 61730 + }, + "8": { + "Dice": 0.7229248819434302, + "FN": 27197, + "FP": 1260, + "IoU": 0.5660785898354707, + "TN": 1861971, + "TP": 37124, + "n_pred": 38384, + "n_ref": 64321 + }, + "9": { + "Dice": 0.7957291134932789, + "FN": 3836, + "FP": 966, + "IoU": 0.6607559166372307, + "TN": 1913397, + "TP": 9353, + "n_pred": 10319, + "n_ref": 13189 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0388.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0388.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9472358796018707, + "FN": 263, + "FP": 617, + "IoU": 0.8997607928010024, + "TN": 1042613, + "TP": 7899, + "n_pred": 8516, + "n_ref": 8162 + }, + "11": { + "Dice": 0.23665893271461716, + "FN": 329, + "FP": 0, + "IoU": 0.13421052631578947, + "TN": 1051012, + "TP": 51, + "n_pred": 51, + "n_ref": 380 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9228612287244483, + "FN": 2355, + "FP": 396, + "IoU": 0.8567709689175821, + "TN": 1032185, + "TP": 16456, + "n_pred": 16852, + "n_ref": 18811 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.903422767568837, + "FN": 4187, + "FP": 2393, + "IoU": 0.8238569439982868, + "TN": 1014036, + "TP": 30776, + "n_pred": 33169, + "n_ref": 34963 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8141152228041556, + "FN": 1095, + "FP": 1070, + "IoU": 0.6865044888502752, + "TN": 1044486, + "TP": 4741, + "n_pred": 5811, + "n_ref": 5836 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9550824148643569, + "FN": 2108, + "FP": 2432, + "IoU": 0.9140265495104816, + "TN": 998585, + "TP": 48267, + "n_pred": 50699, + "n_ref": 50375 + }, + "7": { + "Dice": 0.8883482581914178, + "FN": 626, + "FP": 1531, + "IoU": 0.7991246042093499, + "TN": 1040654, + "TP": 8581, + "n_pred": 10112, + "n_ref": 9207 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9106931028639214, + "FN": 220, + "FP": 307, + "IoU": 0.8360298693217175, + "TN": 1048178, + "TP": 2687, + "n_pred": 2994, + "n_ref": 2907 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0401.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0401.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": 0.7325861751020514, + "FN": 4129.913333333334, + "FP": 4515.608888888889, + "IoU": 0.6485031229581038, + "TN": 2295860.7777777775, + "TP": 31920.36666666666, + "n_pred": 36435.97555555555, + "n_ref": 36050.28 + }, + "mean": { + "1": { + "Dice": 0.8043459812845553, + "FN": 1607.7, + "FP": 6179.566666666667, + "IoU": 0.7446235308243346, + "TN": 2279051.2333333334, + "TP": 49588.166666666664, + "n_pred": 55767.73333333333, + "n_ref": 51195.86666666667 + }, + "10": { + "Dice": 0.8306097026416017, + "FN": 3356.5, + "FP": 3314.866666666667, + "IoU": 0.7255921537928258, + "TN": 2311751.966666667, + "TP": 18003.333333333332, + "n_pred": 21318.2, + "n_ref": 21359.833333333332 + }, + "11": { + "Dice": 0.5703511245347246, + "FN": 279.3333333333333, + "FP": 222.63333333333333, + "IoU": 0.4610954022541834, + "TN": 2335135.533333333, + "TP": 789.1666666666666, + "n_pred": 1011.8, + "n_ref": 1068.5 + }, + "12": { + "Dice": 0.6047264597056332, + "FN": 344.7, + "FP": 107.96666666666667, + "IoU": 0.47322650623141543, + "TN": 2335416.6333333333, + "TP": 557.3666666666667, + "n_pred": 665.3333333333334, + "n_ref": 902.0666666666667 + }, + "13": { + "Dice": 0.7612541187144914, + "FN": 3964.3333333333335, + "FP": 4570.833333333333, + "IoU": 0.6448161959797275, + "TN": 2312440.1666666665, + "TP": 15451.333333333334, + "n_pred": 20022.166666666668, + "n_ref": 19415.666666666668 + }, + "14": { + "Dice": 0.6502203296133174, + "FN": 647.8666666666667, + "FP": 1079.6333333333334, + "IoU": 0.5987085413042714, + "TN": 2314415.2666666666, + "TP": 20283.9, + "n_pred": 21363.533333333333, + "n_ref": 20931.766666666666 + }, + "15": { + "Dice": 0.5574216722805835, + "FN": 1736.5666666666666, + "FP": 4371.7, + "IoU": 0.47981082292415117, + "TN": 2320750.7333333334, + "TP": 9567.666666666666, + "n_pred": 13939.366666666667, + "n_ref": 11304.233333333334 + }, + "2": { + "Dice": 0.8587761604315608, + "FN": 8906.033333333333, + "FP": 1386.4, + "IoU": 0.8058644922705954, + "TN": 2295075.7, + "TP": 31058.533333333333, + "n_pred": 32444.933333333334, + "n_ref": 39964.566666666666 + }, + "3": { + "Dice": 0.7168460753857239, + "FN": 1332.2333333333333, + "FP": 7160.1, + "IoU": 0.6671077395238884, + "TN": 2296166.3, + "TP": 31768.033333333333, + "n_pred": 38928.13333333333, + "n_ref": 33100.26666666667 + }, + "4": { + "Dice": 0.7439710850564668, + "FN": 1301.8, + "FP": 760.4666666666667, + "IoU": 0.6644314671162529, + "TN": 2325636.1666666665, + "TP": 8728.233333333334, + "n_pred": 9488.7, + "n_ref": 10030.033333333333 + }, + "5": { + "Dice": 0.5013996456731994, + "FN": 1067.8333333333333, + "FP": 644.5666666666667, + "IoU": 0.38422149722765486, + "TN": 2332917.7333333334, + "TP": 1796.5333333333333, + "n_pred": 2441.1, + "n_ref": 2864.366666666667 + }, + "6": { + "Dice": 0.9240999551434823, + "FN": 26708.966666666667, + "FP": 13525.7, + "IoU": 0.8705078131217157, + "TN": 2108835.8, + "TP": 187356.2, + "n_pred": 200881.9, + "n_ref": 214065.16666666666 + }, + "7": { + "Dice": 0.79493356991396, + "FN": 6391.733333333334, + "FP": 21487.933333333334, + "IoU": 0.7021770573974422, + "TN": 2230940.033333333, + "TP": 77606.96666666666, + "n_pred": 99094.9, + "n_ref": 83998.7 + }, + "8": { + "Dice": 0.7982908754332201, + "FN": 1958.0, + "FP": 1066.8, + "IoU": 0.7204768107891605, + "TN": 2322920.4, + "TP": 10481.466666666667, + "n_pred": 11548.266666666666, + "n_ref": 12439.466666666667 + }, + "9": { + "Dice": 0.8715458707182516, + "FN": 2345.1, + "FP": 1854.9666666666667, + "IoU": 0.7848868136139394, + "TN": 2316458.0, + "TP": 15768.6, + "n_pred": 17623.566666666666, + "n_ref": 18113.7 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9775736287489868, + "FN": 7683, + "FP": 1447, + "IoU": 0.9561310782241015, + "TN": 2420360, + "TP": 198990, + "n_pred": 200437, + "n_ref": 206673 + }, + "10": { + "Dice": 0.8993846249960953, + "FN": 3214, + "FP": 3228, + "IoU": 0.8171652381222683, + "TN": 2593246, + "TP": 28792, + "n_pred": 32020, + "n_ref": 32006 + }, + "11": { + "Dice": 0.7323076923076923, + "FN": 75, + "FP": 360, + "IoU": 0.5776699029126213, + "TN": 2627450, + "TP": 595, + "n_pred": 955, + "n_ref": 670 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8716105176663927, + "FN": 2361, + "FP": 2639, + "IoU": 0.7724376479155288, + "TN": 2606508, + "TP": 16972, + "n_pred": 19611, + "n_ref": 19333 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.943801652892562, + "FN": 40, + "FP": 164, + "IoU": 0.8935837245696401, + "TN": 2626563, + "TP": 1713, + "n_pred": 1877, + "n_ref": 1753 + }, + "3": { + "Dice": 0.9392742821093951, + "FN": 1094, + "FP": 1505, + "IoU": 0.8855015639455482, + "TN": 2605781, + "TP": 20100, + "n_pred": 21605, + "n_ref": 21194 + }, + "4": { + "Dice": 0.6684949185352477, + "FN": 1698, + "FP": 357, + "IoU": 0.5020596074630482, + "TN": 2624353, + "TP": 2072, + "n_pred": 2429, + "n_ref": 3770 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8841674010909177, + "FN": 4907, + "FP": 4819, + "IoU": 0.7923835546257951, + "TN": 2581634, + "TP": 37120, + "n_pred": 41939, + "n_ref": 42027 + }, + "7": { + "Dice": 0.6847888953152111, + "FN": 365, + "FP": 1270, + "IoU": 0.5206684256816183, + "TN": 2625069, + "TP": 1776, + "n_pred": 3046, + "n_ref": 2141 + }, + "8": { + "Dice": 0.0, + "FN": 7160, + "FP": 0, + "IoU": 0.0, + "TN": 2621320, + "TP": 0, + "n_pred": 0, + "n_ref": 7160 + }, + "9": { + "Dice": 0.8958569449691475, + "FN": 1674, + "FP": 807, + "IoU": 0.8113594890510949, + "TN": 2615328, + "TP": 10671, + "n_pred": 11478, + "n_ref": 12345 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0007.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0007.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 1927546, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "10": { + "Dice": 0.7138632162661738, + "FN": 801, + "FP": 3843, + "IoU": 0.5550445530324806, + "TN": 1917115, + "TP": 5793, + "n_pred": 9636, + "n_ref": 6594 + }, + "11": { + "Dice": 0.8163901885722388, + "FN": 655, + "FP": 640, + "IoU": 0.6897460469573551, + "TN": 1923378, + "TP": 2879, + "n_pred": 3519, + "n_ref": 3534 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.784490755055346, + "FN": 2394, + "FP": 1091, + "IoU": 0.6454008954008954, + "TN": 1917724, + "TP": 6343, + "n_pred": 7434, + "n_ref": 8737 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9688168479407068, + "FN": 858, + "FP": 177, + "IoU": 0.939519663413779, + "TN": 1910439, + "TP": 16078, + "n_pred": 16255, + "n_ref": 16936 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8864535768645357, + "FN": 611, + "FP": 135, + "IoU": 0.7960634226353198, + "TN": 1923894, + "TP": 2912, + "n_pred": 3047, + "n_ref": 3523 + }, + "5": { + "Dice": 0.5572217837411207, + "FN": 1055, + "FP": 1750, + "IoU": 0.3862144420131291, + "TN": 1922982, + "TP": 1765, + "n_pred": 3515, + "n_ref": 2820 + }, + "6": { + "Dice": 0.9685637062421817, + "FN": 7462, + "FP": 9903, + "IoU": 0.9390436540810738, + "TN": 1642676, + "TP": 267511, + "n_pred": 277414, + "n_ref": 274973 + }, + "7": { + "Dice": 0.9149880095923262, + "FN": 11767, + "FP": 995, + "IoU": 0.8432976019449663, + "TN": 1846111, + "TP": 68679, + "n_pred": 69674, + "n_ref": 80446 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8645392860654931, + "FN": 3191, + "FP": 2319, + "IoU": 0.7613995583077123, + "TN": 1904459, + "TP": 17583, + "n_pred": 19902, + "n_ref": 20774 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0017.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0017.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9828616403764798, + "FN": 3003, + "FP": 2223, + "IoU": 0.9663008292601143, + "TN": 2122938, + "TP": 149852, + "n_pred": 152075, + "n_ref": 152855 + }, + "10": { + "Dice": 0.8213543532783948, + "FN": 1728, + "FP": 5751, + "IoU": 0.696862840466926, + "TN": 2253344, + "TP": 17193, + "n_pred": 22944, + "n_ref": 18921 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7858994625355675, + "FN": 4484, + "FP": 2288, + "IoU": 0.6473100359356283, + "TN": 2258815, + "TP": 12429, + "n_pred": 14717, + "n_ref": 16913 + }, + "14": { + "Dice": 0.9900827204476996, + "FN": 1058, + "FP": 2185, + "IoU": 0.9803602141420993, + "TN": 2112892, + "TP": 161881, + "n_pred": 164066, + "n_ref": 162939 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 286, + "IoU": 0.0, + "TN": 2277730, + "TP": 0, + "n_pred": 286, + "n_ref": 0 + }, + "3": { + "Dice": 0.9664680408298931, + "FN": 4859, + "FP": 2102, + "IoU": 0.9351119065596539, + "TN": 2170739, + "TP": 100316, + "n_pred": 102418, + "n_ref": 105175 + }, + "4": { + "Dice": 0.8963598531784069, + "FN": 2292, + "FP": 2141, + "IoU": 0.8121848917510486, + "TN": 2254413, + "TP": 19170, + "n_pred": 21311, + "n_ref": 21462 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9747186833886878, + "FN": 6487, + "FP": 8813, + "IoU": 0.9506841367306483, + "TN": 1967771, + "TP": 294945, + "n_pred": 303758, + "n_ref": 301432 + }, + "7": { + "Dice": 0.8771688240154227, + "FN": 2963, + "FP": 1497, + "IoU": 0.7812116752514103, + "TN": 2257631, + "TP": 15925, + "n_pred": 17422, + "n_ref": 18888 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9531446026291387, + "FN": 788, + "FP": 1789, + "IoU": 0.9104835348061693, + "TN": 2249228, + "TP": 26211, + "n_pred": 28000, + "n_ref": 26999 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0019.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0019.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8816067653276956, + "FN": 98, + "FP": 14, + "IoU": 0.7882797731568998, + "TN": 1927023, + "TP": 417, + "n_pred": 431, + "n_ref": 515 + }, + "10": { + "Dice": 0.84678296222758, + "FN": 5488, + "FP": 4235, + "IoU": 0.7342789210461589, + "TN": 1890961, + "TP": 26868, + "n_pred": 31103, + "n_ref": 32356 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8071379547014413, + "FN": 362, + "FP": 200, + "IoU": 0.6766398158803222, + "TN": 1925814, + "TP": 1176, + "n_pred": 1376, + "n_ref": 1538 + }, + "13": { + "Dice": 0.8475968563642826, + "FN": 1966, + "FP": 5752, + "IoU": 0.7355037697052775, + "TN": 1898372, + "TP": 21462, + "n_pred": 27214, + "n_ref": 23428 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.4782608695652174, + "FN": 0, + "FP": 24, + "IoU": 0.3142857142857143, + "TN": 1927517, + "TP": 11, + "n_pred": 35, + "n_ref": 11 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.7928029526348165, + "FN": 3081, + "FP": 961, + "IoU": 0.6567303609341826, + "TN": 1915777, + "TP": 7733, + "n_pred": 8694, + "n_ref": 10814 + }, + "5": { + "Dice": 0.7925311203319502, + "FN": 9, + "FP": 91, + "IoU": 0.6563573883161512, + "TN": 1927261, + "TP": 191, + "n_pred": 282, + "n_ref": 200 + }, + "6": { + "Dice": 0.9341712942949933, + "FN": 2792, + "FP": 3147, + "IoU": 0.8764741363173111, + "TN": 1879473, + "TP": 42140, + "n_pred": 45287, + "n_ref": 44932 + }, + "7": { + "Dice": 0.936521572761411, + "FN": 14882, + "FP": 2039, + "IoU": 0.8806211285292997, + "TN": 1785810, + "TP": 124821, + "n_pred": 126860, + "n_ref": 139703 + }, + "8": { + "Dice": 0.7337321007794091, + "FN": 205, + "FP": 1264, + "IoU": 0.5794446034926997, + "TN": 1924059, + "TP": 2024, + "n_pred": 3288, + "n_ref": 2229 + }, + "9": { + "Dice": 0.9386730743558938, + "FN": 493, + "FP": 1804, + "IoU": 0.8844334876232642, + "TN": 1907676, + "TP": 17579, + "n_pred": 19383, + "n_ref": 18072 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0027.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0027.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9217758985200846, + "FN": 192, + "FP": 67, + "IoU": 0.8549019607843137, + "TN": 2100999, + "TP": 1526, + "n_pred": 1593, + "n_ref": 1718 + }, + "10": { + "Dice": 0.8389724109068667, + "FN": 3218, + "FP": 6786, + "IoU": 0.7226119506446693, + "TN": 2066719, + "TP": 26061, + "n_pred": 32847, + "n_ref": 29279 + }, + "11": { + "Dice": 0.0, + "FN": 12, + "FP": 0, + "IoU": 0.0, + "TN": 2102772, + "TP": 0, + "n_pred": 0, + "n_ref": 12 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7946503904496903, + "FN": 6436, + "FP": 5003, + "IoU": 0.6592696294531157, + "TN": 2069212, + "TP": 22133, + "n_pred": 27136, + "n_ref": 28569 + }, + "14": { + "Dice": 0.9466681450271649, + "FN": 935, + "FP": 989, + "IoU": 0.8987368421052632, + "TN": 2083784, + "TP": 17076, + "n_pred": 18065, + "n_ref": 18011 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9127532317190816, + "FN": 8648, + "FP": 7179, + "IoU": 0.8395088018171494, + "TN": 2004168, + "TP": 82789, + "n_pred": 89968, + "n_ref": 91437 + }, + "3": { + "Dice": 0.9379951618401435, + "FN": 1828, + "FP": 13269, + "IoU": 0.8832305919297079, + "TN": 1973495, + "TP": 114192, + "n_pred": 127461, + "n_ref": 116020 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9866981747415019, + "FN": 1604, + "FP": 884, + "IoU": 0.9737455811744843, + "TN": 2008019, + "TP": 92277, + "n_pred": 93161, + "n_ref": 93881 + }, + "7": { + "Dice": 0.9067023379319983, + "FN": 3300, + "FP": 1373, + "IoU": 0.8293279766252739, + "TN": 2075404, + "TP": 22707, + "n_pred": 24080, + "n_ref": 26007 + }, + "8": { + "Dice": 0.7816073884849676, + "FN": 1263, + "FP": 4294, + "IoU": 0.6415069995484163, + "TN": 2087283, + "TP": 9944, + "n_pred": 14238, + "n_ref": 11207 + }, + "9": { + "Dice": 0.7843332385555871, + "FN": 187, + "FP": 2847, + "IoU": 0.6451876973453398, + "TN": 2094233, + "TP": 5517, + "n_pred": 8364, + "n_ref": 5704 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0038.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0038.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9200034743333623, + "FN": 2042, + "FP": 2563, + "IoU": 0.8518578092327489, + "TN": 2246931, + "TP": 26480, + "n_pred": 29043, + "n_ref": 28522 + }, + "10": { + "Dice": 0.7395379677210325, + "FN": 27559, + "FP": 7009, + "IoU": 0.586719749411188, + "TN": 2194373, + "TP": 49075, + "n_pred": 56084, + "n_ref": 76634 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6016949152542372, + "FN": 654, + "FP": 568, + "IoU": 0.4303030303030303, + "TN": 2275871, + "TP": 923, + "n_pred": 1491, + "n_ref": 1577 + }, + "13": { + "Dice": 0.4646502931069335, + "FN": 2000, + "FP": 40374, + "IoU": 0.30263482711518525, + "TN": 2217253, + "TP": 18389, + "n_pred": 58763, + "n_ref": 20389 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 34, + "IoU": 0.0, + "TN": 2277982, + "TP": 0, + "n_pred": 34, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9607880908808767, + "FN": 3212, + "FP": 4116, + "IoU": 0.9245352968436229, + "TN": 2180911, + "TP": 89777, + "n_pred": 93893, + "n_ref": 92989 + }, + "4": { + "Dice": 0.7025830258302583, + "FN": 284, + "FP": 119, + "IoU": 0.5415244596131968, + "TN": 2277137, + "TP": 476, + "n_pred": 595, + "n_ref": 760 + }, + "5": { + "Dice": 0.0012529365700861394, + "FN": 9, + "FP": 6368, + "IoU": 0.0006268609935746748, + "TN": 2271635, + "TP": 4, + "n_pred": 6372, + "n_ref": 13 + }, + "6": { + "Dice": 0.9397132633144344, + "FN": 4694, + "FP": 5684, + "IoU": 0.8862822015976156, + "TN": 2186755, + "TP": 80883, + "n_pred": 86567, + "n_ref": 85577 + }, + "7": { + "Dice": 0.14082503556187767, + "FN": 36178, + "FP": 6102, + "IoU": 0.0757459831675593, + "TN": 2232271, + "TP": 3465, + "n_pred": 9567, + "n_ref": 39643 + }, + "8": { + "Dice": 0.8677453777303513, + "FN": 1641, + "FP": 4432, + "IoU": 0.7663871364825358, + "TN": 2252020, + "TP": 19923, + "n_pred": 24355, + "n_ref": 21564 + }, + "9": { + "Dice": 0.8398114502356872, + "FN": 5096, + "FP": 9143, + "IoU": 0.723857730199364, + "TN": 2226452, + "TP": 37325, + "n_pred": 46468, + "n_ref": 42421 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0044.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0044.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.3924856198751683, + "FN": 18481, + "FP": 1375, + "IoU": 0.24415683288922727, + "TN": 1375586, + "TP": 6414, + "n_pred": 7789, + "n_ref": 24895 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7748160515638044, + "FN": 5971, + "FP": 5628, + "IoU": 0.6324079356024592, + "TN": 1370302, + "TP": 19955, + "n_pred": 25583, + "n_ref": 25926 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 19, + "IoU": 0.0, + "TN": 1401837, + "TP": 0, + "n_pred": 19, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.929292523833417, + "FN": 4887, + "FP": 9205, + "IoU": 0.8679238209492389, + "TN": 1295160, + "TP": 92604, + "n_pred": 101809, + "n_ref": 97491 + }, + "7": { + "Dice": 0.6266115702479339, + "FN": 2591, + "FP": 1927, + "IoU": 0.45625225658924057, + "TN": 1393547, + "TP": 3791, + "n_pred": 5718, + "n_ref": 6382 + }, + "8": { + "Dice": 0.8272294641009725, + "FN": 227, + "FP": 1443, + "IoU": 0.7053634438955539, + "TN": 1396188, + "TP": 3998, + "n_pred": 5441, + "n_ref": 4225 + }, + "9": { + "Dice": 0.8183641072771326, + "FN": 2267, + "FP": 2081, + "IoU": 0.6925687619316977, + "TN": 1387713, + "TP": 9795, + "n_pred": 11876, + "n_ref": 12062 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0054.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0054.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7839403973509934, + "FN": 1860, + "FP": 1794, + "IoU": 0.6446562287270252, + "TN": 1391573, + "TP": 6629, + "n_pred": 8423, + "n_ref": 8489 + }, + "10": { + "Dice": 0.6793277192487932, + "FN": 2406, + "FP": 6695, + "IoU": 0.5143802358465397, + "TN": 1383115, + "TP": 9640, + "n_pred": 16335, + "n_ref": 12046 + }, + "11": { + "Dice": 0.015915119363395226, + "FN": 371, + "FP": 0, + "IoU": 0.008021390374331552, + "TN": 1401482, + "TP": 3, + "n_pred": 3, + "n_ref": 374 + }, + "12": { + "Dice": 0.6846569005397071, + "FN": 342, + "FP": 67, + "IoU": 0.5205158264947245, + "TN": 1401003, + "TP": 444, + "n_pred": 511, + "n_ref": 786 + }, + "13": { + "Dice": 0.4884921971483103, + "FN": 21014, + "FP": 6322, + "IoU": 0.323182054519795, + "TN": 1361467, + "TP": 13053, + "n_pred": 19375, + "n_ref": 34067 + }, + "14": { + "Dice": 0.841939298383918, + "FN": 3584, + "FP": 5639, + "IoU": 0.7270251872021783, + "TN": 1368069, + "TP": 24564, + "n_pred": 30203, + "n_ref": 28148 + }, + "15": { + "Dice": 0.7475590899050144, + "FN": 6159, + "FP": 5269, + "IoU": 0.5968817242230766, + "TN": 1373507, + "TP": 16921, + "n_pred": 22190, + "n_ref": 23080 + }, + "2": { + "Dice": 0.9604442062892657, + "FN": 2437, + "FP": 6938, + "IoU": 0.9238986614281888, + "TN": 1278665, + "TP": 113816, + "n_pred": 120754, + "n_ref": 116253 + }, + "3": { + "Dice": 0.9473838846313933, + "FN": 1683, + "FP": 466, + "IoU": 0.900027912169706, + "TN": 1380360, + "TP": 19347, + "n_pred": 19813, + "n_ref": 21030 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 4211, + "IoU": 0.0, + "TN": 1397645, + "TP": 0, + "n_pred": 4211, + "n_ref": 0 + }, + "5": { + "Dice": 0.16710875331564987, + "FN": 628, + "FP": 0, + "IoU": 0.09117221418234443, + "TN": 1401165, + "TP": 63, + "n_pred": 63, + "n_ref": 691 + }, + "6": { + "Dice": 0.7123525434675116, + "FN": 2146, + "FP": 26359, + "IoU": 0.553220168962869, + "TN": 1338055, + "TP": 35296, + "n_pred": 61655, + "n_ref": 37442 + }, + "7": { + "Dice": 0.8635637430714053, + "FN": 5850, + "FP": 10888, + "IoU": 0.7598875324563543, + "TN": 1332147, + "TP": 52971, + "n_pred": 63859, + "n_ref": 58821 + }, + "8": { + "Dice": 0.8419243986254296, + "FN": 68, + "FP": 24, + "IoU": 0.7270029673590505, + "TN": 1401519, + "TP": 245, + "n_pred": 269, + "n_ref": 313 + }, + "9": { + "Dice": 0.49748199145789507, + "FN": 5963, + "FP": 1920, + "IoU": 0.3310988544760288, + "TN": 1390071, + "TP": 3902, + "n_pred": 5822, + "n_ref": 9865 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0067.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0067.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9558509917039557, + "FN": 12971, + "FP": 15681, + "IoU": 0.9154354255086802, + "TN": 4918142, + "TP": 310166, + "n_pred": 325847, + "n_ref": 323137 + }, + "10": { + "Dice": 0.7031694306648125, + "FN": 4850, + "FP": 9451, + "IoU": 0.5422215108834827, + "TN": 5225720, + "TP": 16939, + "n_pred": 26390, + "n_ref": 21789 + }, + "11": { + "Dice": 0.6655930058667894, + "FN": 1613, + "FP": 1294, + "IoU": 0.4987931034482759, + "TN": 5251160, + "TP": 2893, + "n_pred": 4187, + "n_ref": 4506 + }, + "12": { + "Dice": 0.7256038647342995, + "FN": 1468, + "FP": 236, + "IoU": 0.5693707354056103, + "TN": 5253003, + "TP": 2253, + "n_pred": 2489, + "n_ref": 3721 + }, + "13": { + "Dice": 0.7303993528865454, + "FN": 4293, + "FP": 4706, + "IoU": 0.575298503940724, + "TN": 5235771, + "TP": 12190, + "n_pred": 16896, + "n_ref": 16483 + }, + "14": { + "Dice": 0.9013211145103096, + "FN": 6129, + "FP": 8257, + "IoU": 0.8203681042878905, + "TN": 5176874, + "TP": 65700, + "n_pred": 73957, + "n_ref": 71829 + }, + "15": { + "Dice": 0.638723605918593, + "FN": 1992, + "FP": 11730, + "IoU": 0.46920934550518334, + "TN": 5231108, + "TP": 12130, + "n_pred": 23860, + "n_ref": 14122 + }, + "2": { + "Dice": 0.9257898150149779, + "FN": 1463, + "FP": 940, + "IoU": 0.8618330266789328, + "TN": 5239568, + "TP": 14989, + "n_pred": 15929, + "n_ref": 16452 + }, + "3": { + "Dice": 0.9444594042893253, + "FN": 3578, + "FP": 9210, + "IoU": 0.8947636956146053, + "TN": 5135443, + "TP": 108729, + "n_pred": 117939, + "n_ref": 112307 + }, + "4": { + "Dice": 0.9136661832746358, + "FN": 4208, + "FP": 2043, + "IoU": 0.8410547192839707, + "TN": 5217632, + "TP": 33077, + "n_pred": 35120, + "n_ref": 37285 + }, + "5": { + "Dice": 0.6984471531140424, + "FN": 1799, + "FP": 1813, + "IoU": 0.53662604233483, + "TN": 5249165, + "TP": 4183, + "n_pred": 5996, + "n_ref": 5982 + }, + "6": { + "Dice": 0.9415558456195784, + "FN": 17266, + "FP": 7002, + "IoU": 0.88956591778877, + "TN": 5037209, + "TP": 195483, + "n_pred": 202485, + "n_ref": 212749 + }, + "7": { + "Dice": 0.8622163490326444, + "FN": 940, + "FP": 5733, + "IoU": 0.7578034262485482, + "TN": 5229408, + "TP": 20879, + "n_pred": 26612, + "n_ref": 21819 + }, + "8": { + "Dice": 0.9157770756604161, + "FN": 2092, + "FP": 2413, + "IoU": 0.8446391005966134, + "TN": 5227963, + "TP": 24492, + "n_pred": 26905, + "n_ref": 26584 + }, + "9": { + "Dice": 0.8495863805299125, + "FN": 7141, + "FP": 5405, + "IoU": 0.7385051481929218, + "TN": 5208982, + "TP": 35432, + "n_pred": 40837, + "n_ref": 42573 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0077.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0077.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8564225965394752, + "FN": 556, + "FP": 697, + "IoU": 0.7488977955911824, + "TN": 871170, + "TP": 3737, + "n_pred": 4434, + "n_ref": 4293 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9891907830389506, + "FN": 1264, + "FP": 1742, + "IoU": 0.9786127455514368, + "TN": 735609, + "TP": 137545, + "n_pred": 139287, + "n_ref": 138809 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7040816326530612, + "FN": 81, + "FP": 151, + "IoU": 0.5433070866141733, + "TN": 875652, + "TP": 276, + "n_pred": 427, + "n_ref": 357 + }, + "7": { + "Dice": 0.9905663869693978, + "FN": 1573, + "FP": 1485, + "IoU": 0.9813090966878351, + "TN": 712551, + "TP": 160551, + "n_pred": 162036, + "n_ref": 162124 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0078.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0078.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3855104, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.886356674630889, + "FN": 677, + "FP": 1178, + "IoU": 0.795907140499505, + "TN": 3846015, + "TP": 7234, + "n_pred": 8412, + "n_ref": 7911 + }, + "11": { + "Dice": 0.5812807881773399, + "FN": 64, + "FP": 21, + "IoU": 0.4097222222222222, + "TN": 3854960, + "TP": 59, + "n_pred": 80, + "n_ref": 123 + }, + "12": { + "Dice": 0.7371515935552158, + "FN": 2045, + "FP": 190, + "IoU": 0.5837213633823803, + "TN": 3849735, + "TP": 3134, + "n_pred": 3324, + "n_ref": 5179 + }, + "13": { + "Dice": 0.9206766354518388, + "FN": 3547, + "FP": 1222, + "IoU": 0.8530127908768685, + "TN": 3822659, + "TP": 27676, + "n_pred": 28898, + "n_ref": 31223 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3855104, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3855104, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3855104, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9728799838089456, + "FN": 113, + "FP": 155, + "IoU": 0.947192118226601, + "TN": 3850029, + "TP": 4807, + "n_pred": 4962, + "n_ref": 4920 + }, + "4": { + "Dice": 0.9418978689183756, + "FN": 2023, + "FP": 289, + "IoU": 0.890176705301159, + "TN": 3834052, + "TP": 18740, + "n_pred": 19029, + "n_ref": 20763 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3855104, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9531586126088191, + "FN": 3581, + "FP": 6653, + "IoU": 0.9105091029923573, + "TN": 3740746, + "TP": 104124, + "n_pred": 110777, + "n_ref": 107705 + }, + "7": { + "Dice": 0.9530563147884574, + "FN": 1780, + "FP": 1947, + "IoU": 0.9103224254090472, + "TN": 3813544, + "TP": 37833, + "n_pred": 39780, + "n_ref": 39613 + }, + "8": { + "Dice": 0.9623124931566845, + "FN": 570, + "FP": 1151, + "IoU": 0.9273625121343857, + "TN": 3831411, + "TP": 21972, + "n_pred": 23123, + "n_ref": 22542 + }, + "9": { + "Dice": 0.8952193347980908, + "FN": 1700, + "FP": 1066, + "IoU": 0.8103140858592786, + "TN": 3840522, + "TP": 11816, + "n_pred": 12882, + "n_ref": 13516 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0131.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0131.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8302159823888915, + "FN": 1117, + "FP": 9912, + "IoU": 0.7097173237879665, + "TN": 1013398, + "TP": 26965, + "n_pred": 36877, + "n_ref": 28082 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 75, + "FP": 0, + "IoU": 0.0, + "TN": 1051317, + "TP": 0, + "n_pred": 0, + "n_ref": 75 + }, + "13": { + "Dice": 0.7345407345812968, + "FN": 10247, + "FP": 2842, + "IoU": 0.5804538752484134, + "TN": 1020194, + "TP": 18109, + "n_pred": 20951, + "n_ref": 28356 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 132, + "IoU": 0.0, + "TN": 1051260, + "TP": 0, + "n_pred": 132, + "n_ref": 0 + }, + "15": { + "Dice": 0.9240285089325896, + "FN": 7679, + "FP": 6839, + "IoU": 0.8587853085363006, + "TN": 948584, + "TP": 88290, + "n_pred": 95129, + "n_ref": 95969 + }, + "2": { + "Dice": 0.9562121454449366, + "FN": 3269, + "FP": 3028, + "IoU": 0.9160981719341257, + "TN": 976340, + "TP": 68755, + "n_pred": 71783, + "n_ref": 72024 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9287916605491118, + "FN": 1390, + "FP": 550, + "IoU": 0.8670504385964912, + "TN": 1036800, + "TP": 12652, + "n_pred": 13202, + "n_ref": 14042 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9728648101081819, + "FN": 6276, + "FP": 5671, + "IoU": 0.9471633526747807, + "TN": 825280, + "TP": 214165, + "n_pred": 219836, + "n_ref": 220441 + }, + "7": { + "Dice": 0.8507699973898394, + "FN": 3607, + "FP": 2682, + "IoU": 0.7402956722827883, + "TN": 1027176, + "TP": 17927, + "n_pred": 20609, + "n_ref": 21534 + }, + "8": { + "Dice": 0.9133477541671968, + "FN": 722, + "FP": 1321, + "IoU": 0.8405152224824356, + "TN": 1038582, + "TP": 10767, + "n_pred": 12088, + "n_ref": 11489 + }, + "9": { + "Dice": 0.9468246733515648, + "FN": 1600, + "FP": 1025, + "IoU": 0.8990190421234853, + "TN": 1025397, + "TP": 23370, + "n_pred": 24395, + "n_ref": 24970 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0133.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0133.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9608314722556262, + "FN": 244, + "FP": 212, + "IoU": 0.9246156389485866, + "TN": 1220575, + "TP": 5593, + "n_pred": 5805, + "n_ref": 5837 + }, + "10": { + "Dice": 0.9250522024460575, + "FN": 1610, + "FP": 4420, + "IoU": 0.8605554656244941, + "TN": 1183381, + "TP": 37213, + "n_pred": 41633, + "n_ref": 38823 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9131457347610746, + "FN": 5111, + "FP": 1167, + "IoU": 0.840173116089613, + "TN": 1187344, + "TP": 33002, + "n_pred": 34169, + "n_ref": 38113 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.941717791411043, + "FN": 36, + "FP": 268, + "IoU": 0.8898550724637682, + "TN": 1223864, + "TP": 2456, + "n_pred": 2724, + "n_ref": 2492 + }, + "3": { + "Dice": 0.9786978370111427, + "FN": 1376, + "FP": 574, + "IoU": 0.9582843084821906, + "TN": 1179879, + "TP": 44795, + "n_pred": 45369, + "n_ref": 46171 + }, + "4": { + "Dice": 0.9198229217904574, + "FN": 505, + "FP": 799, + "IoU": 0.8515482695810564, + "TN": 1217840, + "TP": 7480, + "n_pred": 8279, + "n_ref": 7985 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9631747301079568, + "FN": 839, + "FP": 1003, + "IoU": 0.9289653310709189, + "TN": 1200693, + "TP": 24089, + "n_pred": 25092, + "n_ref": 24928 + }, + "7": { + "Dice": 0.7033756284414652, + "FN": 260, + "FP": 2218, + "IoU": 0.542466765140325, + "TN": 1221208, + "TP": 2938, + "n_pred": 5156, + "n_ref": 3198 + }, + "8": { + "Dice": 0.623651696411061, + "FN": 1898, + "FP": 21, + "IoU": 0.4531205471644343, + "TN": 1223115, + "TP": 1590, + "n_pred": 1611, + "n_ref": 3488 + }, + "9": { + "Dice": 0.970784563320811, + "FN": 771, + "FP": 170, + "IoU": 0.9432277526395173, + "TN": 1210049, + "TP": 15634, + "n_pred": 15804, + "n_ref": 16405 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0134.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0134.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9843085917891277, + "FN": 6874, + "FP": 1097, + "IoU": 0.9691020164510152, + "TN": 1143878, + "TP": 250007, + "n_pred": 251104, + "n_ref": 256881 + }, + "10": { + "Dice": 0.8133453561767358, + "FN": 1639, + "FP": 17, + "IoU": 0.6854103343465046, + "TN": 1396592, + "TP": 3608, + "n_pred": 3625, + "n_ref": 5247 + }, + "11": { + "Dice": 0.0, + "FN": 3, + "FP": 4, + "IoU": 0.0, + "TN": 1401849, + "TP": 0, + "n_pred": 4, + "n_ref": 3 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 1357, + "IoU": 0.0, + "TN": 1400499, + "TP": 0, + "n_pred": 1357, + "n_ref": 0 + }, + "2": { + "Dice": 0.8086718585560935, + "FN": 787, + "FP": 122, + "IoU": 0.6787985865724382, + "TN": 1399026, + "TP": 1921, + "n_pred": 2043, + "n_ref": 2708 + }, + "3": { + "Dice": 0.9433739677546206, + "FN": 162, + "FP": 126, + "IoU": 0.8928172683289914, + "TN": 1399169, + "TP": 2399, + "n_pred": 2525, + "n_ref": 2561 + }, + "4": { + "Dice": 0.9642170273857572, + "FN": 2097, + "FP": 545, + "IoU": 0.9309064281604686, + "TN": 1363618, + "TP": 35596, + "n_pred": 36141, + "n_ref": 37693 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9748551619337069, + "FN": 1664, + "FP": 4690, + "IoU": 0.9509438332368269, + "TN": 1272331, + "TP": 123171, + "n_pred": 127861, + "n_ref": 124835 + }, + "7": { + "Dice": 0.5555555555555556, + "FN": 0, + "FP": 16, + "IoU": 0.38461538461538464, + "TN": 1401830, + "TP": 10, + "n_pred": 26, + "n_ref": 10 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0147.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0147.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4528301886792453, + "FN": 58, + "FP": 0, + "IoU": 0.2926829268292683, + "TN": 3504558, + "TP": 24, + "n_pred": 24, + "n_ref": 82 + }, + "10": { + "Dice": 0.8594449418084154, + "FN": 957, + "FP": 299, + "IoU": 0.7535321821036107, + "TN": 3499544, + "TP": 3840, + "n_pred": 4139, + "n_ref": 4797 + }, + "11": { + "Dice": 0.7718316711262466, + "FN": 454, + "FP": 1422, + "IoU": 0.628441275500099, + "TN": 3499591, + "TP": 3173, + "n_pred": 4595, + "n_ref": 3627 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3504640, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7641988950276243, + "FN": 96, + "FP": 971, + "IoU": 0.6183834048640916, + "TN": 3501844, + "TP": 1729, + "n_pred": 2700, + "n_ref": 1825 + }, + "14": { + "Dice": 0.9776814588950768, + "FN": 2814, + "FP": 2500, + "IoU": 0.956337403250456, + "TN": 3382934, + "TP": 116392, + "n_pred": 118892, + "n_ref": 119206 + }, + "15": { + "Dice": 0.8466898954703833, + "FN": 7, + "FP": 873, + "IoU": 0.7341389728096677, + "TN": 3501330, + "TP": 2430, + "n_pred": 3303, + "n_ref": 2437 + }, + "2": { + "Dice": 0.9602731472183169, + "FN": 970, + "FP": 19, + "IoU": 0.9235821356822748, + "TN": 3491698, + "TP": 11953, + "n_pred": 11972, + "n_ref": 12923 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3504640, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9513809716450297, + "FN": 641, + "FP": 2003, + "IoU": 0.9072703679023604, + "TN": 3476127, + "TP": 25869, + "n_pred": 27872, + "n_ref": 26510 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3504640, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9627781917133694, + "FN": 6322, + "FP": 6317, + "IoU": 0.9282278718221001, + "TN": 3328541, + "TP": 163460, + "n_pred": 169777, + "n_ref": 169782 + }, + "7": { + "Dice": 0.865045170257123, + "FN": 4240, + "FP": 12267, + "IoU": 0.7621846681361744, + "TN": 3435229, + "TP": 52904, + "n_pred": 65171, + "n_ref": 57144 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3504640, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8860840389838632, + "FN": 243, + "FP": 470, + "IoU": 0.7954675846242111, + "TN": 3501154, + "TP": 2773, + "n_pred": 3243, + "n_ref": 3016 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0195.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0195.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 67456, + "IoU": 0.0, + "TN": 3787648, + "TP": 0, + "n_pred": 67456, + "n_ref": 0 + }, + "10": { + "Dice": 0.9311161599071881, + "FN": 507, + "FP": 918, + "IoU": 0.8711107091172214, + "TN": 3844048, + "TP": 9631, + "n_pred": 10549, + "n_ref": 10138 + }, + "11": { + "Dice": 0.8136117556071152, + "FN": 235, + "FP": 247, + "IoU": 0.6857887874837028, + "TN": 3853570, + "TP": 1052, + "n_pred": 1299, + "n_ref": 1287 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3855104, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7367385235022198, + "FN": 4934, + "FP": 6570, + "IoU": 0.5832035071193072, + "TN": 3827503, + "TP": 16097, + "n_pred": 22667, + "n_ref": 21031 + }, + "14": { + "Dice": 0.058517748403386305, + "FN": 17, + "FP": 6322, + "IoU": 0.03014075887392901, + "TN": 3848568, + "TP": 197, + "n_pred": 6519, + "n_ref": 214 + }, + "15": { + "Dice": 0.5165946482117001, + "FN": 1450, + "FP": 40949, + "IoU": 0.34824914686260644, + "TN": 3790050, + "TP": 22655, + "n_pred": 63604, + "n_ref": 24105 + }, + "2": { + "Dice": 0.9825351056098648, + "FN": 257, + "FP": 488, + "IoU": 0.9656697848025436, + "TN": 3833403, + "TP": 20956, + "n_pred": 21444, + "n_ref": 21213 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 3855103, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "4": { + "Dice": 0.8383481617263528, + "FN": 9812, + "FP": 1035, + "IoU": 0.7216862523733771, + "TN": 3816130, + "TP": 28127, + "n_pred": 29162, + "n_ref": 37939 + }, + "5": { + "Dice": 0.6562723315792893, + "FN": 3734, + "FP": 1557, + "IoU": 0.4883968284664475, + "TN": 3844762, + "TP": 5051, + "n_pred": 6608, + "n_ref": 8785 + }, + "6": { + "Dice": 0.7488526817056615, + "FN": 584904, + "FP": 8204, + "IoU": 0.5985327792785872, + "TN": 2377753, + "TP": 884243, + "n_pred": 892447, + "n_ref": 1469147 + }, + "7": { + "Dice": 0.09848401961966045, + "FN": 607, + "FP": 485540, + "IoU": 0.05179237021187788, + "TN": 3342403, + "TP": 26554, + "n_pred": 512094, + "n_ref": 27161 + }, + "8": { + "Dice": 0.9525238744884038, + "FN": 343, + "FP": 5, + "IoU": 0.9093513935920813, + "TN": 3851265, + "TP": 3491, + "n_pred": 3496, + "n_ref": 3834 + }, + "9": { + "Dice": 0.7534129692832765, + "FN": 376, + "FP": 5982, + "IoU": 0.6043805612594113, + "TN": 3839033, + "TP": 9713, + "n_pred": 15695, + "n_ref": 10089 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0197.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0197.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9095404224926517, + "FN": 2335, + "FP": 958, + "IoU": 0.8340890769850866, + "TN": 1732472, + "TP": 16555, + "n_pred": 17513, + "n_ref": 18890 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9236696364074163, + "FN": 1638, + "FP": 1215, + "IoU": 0.858165548098434, + "TN": 1732205, + "TP": 17262, + "n_pred": 18477, + "n_ref": 18900 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9640759459090288, + "FN": 146, + "FP": 117, + "IoU": 0.9306434599156118, + "TN": 1748528, + "TP": 3529, + "n_pred": 3646, + "n_ref": 3675 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.6179248398388482, + "FN": 4863, + "FP": 922, + "IoU": 0.44709930230335465, + "TN": 1741857, + "TP": 4678, + "n_pred": 5600, + "n_ref": 9541 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 1158, + "IoU": 0.0, + "TN": 1751162, + "TP": 0, + "n_pred": 1158, + "n_ref": 0 + }, + "6": { + "Dice": 0.9902974491120092, + "FN": 4759, + "FP": 3615, + "IoU": 0.9807813679791978, + "TN": 1316597, + "TP": 427349, + "n_pred": 430964, + "n_ref": 432108 + }, + "7": { + "Dice": 0.8745623772521561, + "FN": 194, + "FP": 1275, + "IoU": 0.7770864946889227, + "TN": 1745730, + "TP": 5121, + "n_pred": 6396, + "n_ref": 5315 + }, + "8": { + "Dice": 0.9571418484784298, + "FN": 316, + "FP": 291, + "IoU": 0.9178063642518619, + "TN": 1744935, + "TP": 6778, + "n_pred": 7069, + "n_ref": 7094 + }, + "9": { + "Dice": 0.9421652991795078, + "FN": 144, + "FP": 145, + "IoU": 0.8906545592130155, + "TN": 1749677, + "TP": 2354, + "n_pred": 2499, + "n_ref": 2498 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0237.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0237.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9119726895879053, + "FN": 293, + "FP": 790, + "IoU": 0.8381891528462573, + "TN": 869467, + "TP": 5610, + "n_pred": 6400, + "n_ref": 5903 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7852782138496425, + "FN": 427, + "FP": 804, + "IoU": 0.6464675473865594, + "TN": 872678, + "TP": 2251, + "n_pred": 3055, + "n_ref": 2678 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 307, + "IoU": 0.0, + "TN": 875853, + "TP": 0, + "n_pred": 307, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9705798343330477, + "FN": 136, + "FP": 173, + "IoU": 0.9428412874583796, + "TN": 870754, + "TP": 5097, + "n_pred": 5270, + "n_ref": 5233 + }, + "3": { + "Dice": 0.9452612931798051, + "FN": 277, + "FP": 32, + "IoU": 0.8962042324487739, + "TN": 873183, + "TP": 2668, + "n_pred": 2700, + "n_ref": 2945 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.3161235717308506, + "FN": 979, + "FP": 2253, + "IoU": 0.18773561196280472, + "TN": 872181, + "TP": 747, + "n_pred": 3000, + "n_ref": 1726 + }, + "6": { + "Dice": 0.9889606109118304, + "FN": 2356, + "FP": 2802, + "IoU": 0.9781622967268848, + "TN": 639963, + "TP": 231039, + "n_pred": 233841, + "n_ref": 233395 + }, + "7": { + "Dice": 0.7446576537287396, + "FN": 1149, + "FP": 3535, + "IoU": 0.5931908980371722, + "TN": 864646, + "TP": 6830, + "n_pred": 10365, + "n_ref": 7979 + }, + "8": { + "Dice": 0.9130386942967174, + "FN": 1598, + "FP": 7886, + "IoU": 0.8399919017411257, + "TN": 816888, + "TP": 49788, + "n_pred": 57674, + "n_ref": 51386 + }, + "9": { + "Dice": 0.8858049886621315, + "FN": 264, + "FP": 995, + "IoU": 0.7950179094757408, + "TN": 870018, + "TP": 4883, + "n_pred": 5878, + "n_ref": 5147 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0239.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0239.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.707916287534122, + "FN": 528, + "FP": 2361, + "IoU": 0.547887323943662, + "TN": 3848714, + "TP": 3501, + "n_pred": 5862, + "n_ref": 4029 + }, + "10": { + "Dice": 0.5614921780986762, + "FN": 1704, + "FP": 1940, + "IoU": 0.39032959678768614, + "TN": 3849127, + "TP": 2333, + "n_pred": 4273, + "n_ref": 4037 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3855104, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3855104, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7102834417019127, + "FN": 4781, + "FP": 18166, + "IoU": 0.5507283264155376, + "TN": 3804028, + "TP": 28129, + "n_pred": 46295, + "n_ref": 32910 + }, + "14": { + "Dice": 0.4195804195804196, + "FN": 60, + "FP": 23, + "IoU": 0.26548672566371684, + "TN": 3854991, + "TP": 30, + "n_pred": 53, + "n_ref": 90 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 11, + "IoU": 0.0, + "TN": 3855093, + "TP": 0, + "n_pred": 11, + "n_ref": 0 + }, + "2": { + "Dice": 0.932884831010732, + "FN": 606, + "FP": 232, + "IoU": 0.8742119483638547, + "TN": 3848442, + "TP": 5824, + "n_pred": 6056, + "n_ref": 6430 + }, + "3": { + "Dice": 0.0, + "FN": 127, + "FP": 3497, + "IoU": 0.0, + "TN": 3851480, + "TP": 0, + "n_pred": 3497, + "n_ref": 127 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1555, + "IoU": 0.0, + "TN": 3853549, + "TP": 0, + "n_pred": 1555, + "n_ref": 0 + }, + "5": { + "Dice": 0.5468537074148296, + "FN": 9379, + "FP": 1927, + "IoU": 0.37632391879964694, + "TN": 3836976, + "TP": 6822, + "n_pred": 8749, + "n_ref": 16201 + }, + "6": { + "Dice": 0.9075425574469976, + "FN": 2743, + "FP": 7658, + "IoU": 0.830734930347611, + "TN": 3793656, + "TP": 51047, + "n_pred": 58705, + "n_ref": 53790 + }, + "7": { + "Dice": 0.9034574555493476, + "FN": 9080, + "FP": 2670, + "IoU": 0.823914639811776, + "TN": 3788375, + "TP": 54979, + "n_pred": 57649, + "n_ref": 64059 + }, + "8": { + "Dice": 0.7053978743866052, + "FN": 33847, + "FP": 1994, + "IoU": 0.5448761904761905, + "TN": 3776354, + "TP": 42909, + "n_pred": 44903, + "n_ref": 76756 + }, + "9": { + "Dice": 0.8886672818742, + "FN": 2308, + "FP": 5172, + "IoU": 0.7996410682238234, + "TN": 3817771, + "TP": 29853, + "n_pred": 35025, + "n_ref": 32161 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0245.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0245.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8986505885730692, + "FN": 353, + "FP": 0, + "IoU": 0.8159541188738269, + "TN": 1750402, + "TP": 1565, + "n_pred": 1565, + "n_ref": 1918 + }, + "10": { + "Dice": 0.8676854267610883, + "FN": 301, + "FP": 54, + "IoU": 0.7662936142198815, + "TN": 1750801, + "TP": 1164, + "n_pred": 1218, + "n_ref": 1465 + }, + "11": { + "Dice": 0.8245907116605412, + "FN": 854, + "FP": 196, + "IoU": 0.7015349630471859, + "TN": 1748802, + "TP": 2468, + "n_pred": 2664, + "n_ref": 3322 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9483402945702352, + "FN": 491, + "FP": 449, + "IoU": 0.9017558528428093, + "TN": 1742752, + "TP": 8628, + "n_pred": 9077, + "n_ref": 9119 + }, + "3": { + "Dice": 0.9347762742287027, + "FN": 10489, + "FP": 703, + "IoU": 0.8775398553499721, + "TN": 1660927, + "TP": 80201, + "n_pred": 80904, + "n_ref": 90690 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9728048329182545, + "FN": 3373, + "FP": 2065, + "IoU": 0.9470496592015579, + "TN": 1649620, + "TP": 97262, + "n_pred": 99327, + "n_ref": 100635 + }, + "7": { + "Dice": 0.9930326476869321, + "FN": 3564, + "FP": 2426, + "IoU": 0.9861617116045253, + "TN": 1319463, + "TP": 426867, + "n_pred": 429293, + "n_ref": 430431 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 62, + "IoU": 0.0, + "TN": 1752258, + "TP": 0, + "n_pred": 62, + "n_ref": 0 + }, + "9": { + "Dice": 0.9763949220459979, + "FN": 319, + "FP": 382, + "IoU": 0.9538785446410948, + "TN": 1737121, + "TP": 14498, + "n_pred": 14880, + "n_ref": 14817 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0263.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0263.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9109935049314409, + "FN": 3129, + "FP": 1311, + "IoU": 0.8365363375303733, + "TN": 1549926, + "TP": 22722, + "n_pred": 24033, + "n_ref": 25851 + }, + "11": { + "Dice": 0.7463327370304115, + "FN": 61, + "FP": 648, + "IoU": 0.5953196347031964, + "TN": 1575336, + "TP": 1043, + "n_pred": 1691, + "n_ref": 1104 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8601245356637003, + "FN": 2242, + "FP": 8226, + "IoU": 0.7545776381497198, + "TN": 1534435, + "TP": 32185, + "n_pred": 40411, + "n_ref": 34427 + }, + "14": { + "Dice": 0.9447547600603416, + "FN": 680, + "FP": 675, + "IoU": 0.8952940267367282, + "TN": 1564147, + "TP": 11586, + "n_pred": 12261, + "n_ref": 12266 + }, + "15": { + "Dice": 0.8654407508221355, + "FN": 32546, + "FP": 229, + "IoU": 0.7627990794215989, + "TN": 1438914, + "TP": 105399, + "n_pred": 105628, + "n_ref": 137945 + }, + "2": { + "Dice": 0.9379671150971599, + "FN": 120, + "FP": 46, + "IoU": 0.8831808585503167, + "TN": 1575667, + "TP": 1255, + "n_pred": 1301, + "n_ref": 1375 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2489, + "IoU": 0.0, + "TN": 1574599, + "TP": 0, + "n_pred": 2489, + "n_ref": 0 + }, + "4": { + "Dice": 0.8914888238905139, + "FN": 2205, + "FP": 800, + "IoU": 0.8042217734054335, + "TN": 1561739, + "TP": 12344, + "n_pred": 13144, + "n_ref": 14549 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9439053569054898, + "FN": 3265, + "FP": 3487, + "IoU": 0.8937696664568912, + "TN": 1513528, + "TP": 56808, + "n_pred": 60295, + "n_ref": 60073 + }, + "7": { + "Dice": 0.7079530638852672, + "FN": 844, + "FP": 52, + "IoU": 0.5479313824419778, + "TN": 1575106, + "TP": 1086, + "n_pred": 1138, + "n_ref": 1930 + }, + "8": { + "Dice": 0.9518392349282745, + "FN": 719, + "FP": 822, + "IoU": 0.908104239966605, + "TN": 1560319, + "TP": 15228, + "n_pred": 16050, + "n_ref": 15947 + }, + "9": { + "Dice": 0.7905023713862792, + "FN": 2144, + "FP": 4791, + "IoU": 0.6535790998551376, + "TN": 1557069, + "TP": 13084, + "n_pred": 17875, + "n_ref": 15228 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0273.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0273.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9100273531483565, + "FN": 1917, + "FP": 27588, + "IoU": 0.8349084316720662, + "TN": 3501153, + "TP": 149214, + "n_pred": 176802, + "n_ref": 151131 + }, + "10": { + "Dice": 0.9116384311905315, + "FN": 2217, + "FP": 829, + "IoU": 0.8376246068553761, + "TN": 3661113, + "TP": 15713, + "n_pred": 16542, + "n_ref": 17930 + }, + "11": { + "Dice": 0.0, + "FN": 414, + "FP": 0, + "IoU": 0.0, + "TN": 3679458, + "TP": 0, + "n_pred": 0, + "n_ref": 414 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3679872, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8280321201376577, + "FN": 1018, + "FP": 631, + "IoU": 0.7065314112831464, + "TN": 3674253, + "TP": 3970, + "n_pred": 4601, + "n_ref": 4988 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3679872, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3679872, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7986747415252144, + "FN": 42711, + "FP": 2134, + "IoU": 0.6648280604198898, + "TN": 3546075, + "TP": 88952, + "n_pred": 91086, + "n_ref": 131663 + }, + "3": { + "Dice": 0.862616967838012, + "FN": 4474, + "FP": 38793, + "IoU": 0.7584225748456187, + "TN": 3500770, + "TP": 135835, + "n_pred": 174628, + "n_ref": 140309 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3679872, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8829281666971304, + "FN": 7264, + "FP": 422, + "IoU": 0.7903951566718481, + "TN": 3643203, + "TP": 28983, + "n_pred": 29405, + "n_ref": 36247 + }, + "6": { + "Dice": 0.9424141016198475, + "FN": 45495, + "FP": 12754, + "IoU": 0.8910993452761544, + "TN": 3144990, + "TP": 476633, + "n_pred": 489387, + "n_ref": 522128 + }, + "7": { + "Dice": 0.9405185470106018, + "FN": 6158, + "FP": 13636, + "IoU": 0.8877159145701563, + "TN": 3503587, + "TP": 156491, + "n_pred": 170127, + "n_ref": 162649 + }, + "8": { + "Dice": 0.9661166002793441, + "FN": 2814, + "FP": 461, + "IoU": 0.9344541178825178, + "TN": 3629907, + "TP": 46690, + "n_pred": 47151, + "n_ref": 49504 + }, + "9": { + "Dice": 0.9104576725901135, + "FN": 6199, + "FP": 543, + "IoU": 0.8356331366717051, + "TN": 3638854, + "TP": 34276, + "n_pred": 34819, + "n_ref": 40475 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0294.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0294.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9693241553212474, + "FN": 1857, + "FP": 1160, + "IoU": 0.9404743114197774, + "TN": 2052100, + "TP": 47667, + "n_pred": 48827, + "n_ref": 49524 + }, + "10": { + "Dice": 0.8800150121974104, + "FN": 2676, + "FP": 521, + "IoU": 0.7857382212988405, + "TN": 2087863, + "TP": 11724, + "n_pred": 12245, + "n_ref": 14400 + }, + "11": { + "Dice": 0.769658808024601, + "FN": 923, + "FP": 650, + "IoU": 0.6255653415853368, + "TN": 2098583, + "TP": 2628, + "n_pred": 3278, + "n_ref": 3551 + }, + "12": { + "Dice": 0.449885233358837, + "FN": 718, + "FP": 1, + "IoU": 0.29022704837117475, + "TN": 2101771, + "TP": 294, + "n_pred": 295, + "n_ref": 1012 + }, + "13": { + "Dice": 0.9208400646203554, + "FN": 715, + "FP": 1000, + "IoU": 0.8532934131736527, + "TN": 2091094, + "TP": 9975, + "n_pred": 10975, + "n_ref": 10690 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.971514739145626, + "FN": 875, + "FP": 674, + "IoU": 0.9446073523101131, + "TN": 2074820, + "TP": 26415, + "n_pred": 27089, + "n_ref": 27290 + }, + "3": { + "Dice": 0.9695334814344653, + "FN": 255, + "FP": 129, + "IoU": 0.9408684939944564, + "TN": 2096290, + "TP": 6110, + "n_pred": 6239, + "n_ref": 6365 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9420414519969939, + "FN": 1957, + "FP": 4444, + "IoU": 0.8904332346245357, + "TN": 2044363, + "TP": 52020, + "n_pred": 56464, + "n_ref": 53977 + }, + "7": { + "Dice": 0.9770837887093763, + "FN": 6359, + "FP": 9472, + "IoU": 0.9551943530903472, + "TN": 1749458, + "TP": 337495, + "n_pred": 346967, + "n_ref": 343854 + }, + "8": { + "Dice": 0.9053326293558606, + "FN": 683, + "FP": 2903, + "IoU": 0.8270390199199344, + "TN": 2082051, + "TP": 17147, + "n_pred": 20050, + "n_ref": 17830 + }, + "9": { + "Dice": 0.9642377297208884, + "FN": 2223, + "FP": 838, + "IoU": 0.9309450222212196, + "TN": 2058457, + "TP": 41266, + "n_pred": 42104, + "n_ref": 43489 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0297.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0297.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9508953553441523, + "FN": 426, + "FP": 276, + "IoU": 0.9063875183357781, + "TN": 1569589, + "TP": 6797, + "n_pred": 7073, + "n_ref": 7223 + }, + "14": { + "Dice": 0.9144191972818008, + "FN": 100, + "FP": 1512, + "IoU": 0.8423317683881064, + "TN": 1566864, + "TP": 8612, + "n_pred": 10124, + "n_ref": 8712 + }, + "15": { + "Dice": 0.0, + "FN": 692, + "FP": 160, + "IoU": 0.0, + "TN": 1576236, + "TP": 0, + "n_pred": 160, + "n_ref": 692 + }, + "2": { + "Dice": 0.9207837082781943, + "FN": 1972, + "FP": 2338, + "IoU": 0.8531966347627644, + "TN": 1547729, + "TP": 25049, + "n_pred": 27387, + "n_ref": 27021 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 17, + "FP": 0, + "IoU": 0.0, + "TN": 1577071, + "TP": 0, + "n_pred": 0, + "n_ref": 17 + }, + "5": { + "Dice": 0.43481012658227847, + "FN": 29, + "FP": 1757, + "IoU": 0.27780024262029923, + "TN": 1574615, + "TP": 687, + "n_pred": 2444, + "n_ref": 716 + }, + "6": { + "Dice": 0.9854671416578242, + "FN": 2157, + "FP": 3746, + "IoU": 0.9713506404003048, + "TN": 1371045, + "TP": 200140, + "n_pred": 203886, + "n_ref": 202297 + }, + "7": { + "Dice": 0.7929265164009529, + "FN": 2009, + "FP": 251, + "IoU": 0.6568999544557461, + "TN": 1570501, + "TP": 4327, + "n_pred": 4578, + "n_ref": 6336 + }, + "8": { + "Dice": 0.7621951219512195, + "FN": 0, + "FP": 78, + "IoU": 0.6157635467980296, + "TN": 1576885, + "TP": 125, + "n_pred": 203, + "n_ref": 125 + }, + "9": { + "Dice": 0.8754216325612773, + "FN": 2593, + "FP": 731, + "IoU": 0.7784443111377725, + "TN": 1562085, + "TP": 11679, + "n_pred": 12410, + "n_ref": 14272 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0299.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0299.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9591941266860168, + "FN": 537, + "FP": 180, + "IoU": 0.9215879265091863, + "TN": 2268872, + "TP": 8427, + "n_pred": 8607, + "n_ref": 8964 + }, + "10": { + "Dice": 0.8689903385958418, + "FN": 2185, + "FP": 8080, + "IoU": 0.7683314902164345, + "TN": 2233707, + "TP": 34044, + "n_pred": 42124, + "n_ref": 36229 + }, + "11": { + "Dice": 0.807909604519774, + "FN": 257, + "FP": 15, + "IoU": 0.6777251184834123, + "TN": 2277172, + "TP": 572, + "n_pred": 587, + "n_ref": 829 + }, + "12": { + "Dice": 0.8466257668711656, + "FN": 15, + "FP": 10, + "IoU": 0.7340425531914894, + "TN": 2277922, + "TP": 69, + "n_pred": 79, + "n_ref": 84 + }, + "13": { + "Dice": 0.8669186024971287, + "FN": 11248, + "FP": 3120, + "IoU": 0.7650982572017133, + "TN": 2216850, + "TP": 46798, + "n_pred": 49918, + "n_ref": 58046 + }, + "14": { + "Dice": 0.9677756068838156, + "FN": 1548, + "FP": 860, + "IoU": 0.937563201700936, + "TN": 2239449, + "TP": 36159, + "n_pred": 37019, + "n_ref": 37707 + }, + "15": { + "Dice": 0.9122274529236868, + "FN": 1024, + "FP": 4644, + "IoU": 0.8386196685837937, + "TN": 2242894, + "TP": 29454, + "n_pred": 34098, + "n_ref": 30478 + }, + "2": { + "Dice": 0.198815114394104, + "FN": 191372, + "FP": 390, + "IoU": 0.11038018139222008, + "TN": 2062461, + "TP": 23793, + "n_pred": 24183, + "n_ref": 215165 + }, + "3": { + "Dice": 0.265714527646843, + "FN": 1279, + "FP": 50751, + "IoU": 0.15321268146605038, + "TN": 2216572, + "TP": 9414, + "n_pred": 60165, + "n_ref": 10693 + }, + "4": { + "Dice": 0.9131542834738287, + "FN": 994, + "FP": 335, + "IoU": 0.8401875901875901, + "TN": 2269700, + "TP": 6987, + "n_pred": 7322, + "n_ref": 7981 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9817494092152613, + "FN": 5666, + "FP": 9224, + "IoU": 0.9641530465095564, + "TN": 1862639, + "TP": 400487, + "n_pred": 409711, + "n_ref": 406153 + }, + "7": { + "Dice": 0.9725853242777236, + "FN": 6948, + "FP": 8427, + "IoU": 0.9466336692085816, + "TN": 1989913, + "TP": 272728, + "n_pred": 281155, + "n_ref": 279676 + }, + "8": { + "Dice": 0.8983451536643026, + "FN": 356, + "FP": 74, + "IoU": 0.8154506437768241, + "TN": 2275686, + "TP": 1900, + "n_pred": 1974, + "n_ref": 2256 + }, + "9": { + "Dice": 0.9094896668072543, + "FN": 2729, + "FP": 490, + "IoU": 0.8340037128712872, + "TN": 2258624, + "TP": 16173, + "n_pred": 16663, + "n_ref": 18902 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0320.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0320.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9555342579700187, + "FN": 1844, + "FP": 3074, + "IoU": 0.9148545706371192, + "TN": 2045024, + "TP": 52842, + "n_pred": 55916, + "n_ref": 54686 + }, + "10": { + "Dice": 0.9093636335374763, + "FN": 2167, + "FP": 9495, + "IoU": 0.8337917765267584, + "TN": 2032619, + "TP": 58503, + "n_pred": 67998, + "n_ref": 60670 + }, + "11": { + "Dice": 0.7349636483807006, + "FN": 303, + "FP": 98, + "IoU": 0.58098223615465, + "TN": 2101827, + "TP": 556, + "n_pred": 654, + "n_ref": 859 + }, + "12": { + "Dice": 0.7550718796184335, + "FN": 1325, + "FP": 498, + "IoU": 0.6065184545650766, + "TN": 2098151, + "TP": 2810, + "n_pred": 3308, + "n_ref": 4135 + }, + "13": { + "Dice": 0.8644548697923983, + "FN": 8088, + "FP": 1562, + "IoU": 0.7612686161001435, + "TN": 2062362, + "TP": 30772, + "n_pred": 32334, + "n_ref": 38860 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.9089068825910931, + "FN": 270, + "FP": 0, + "IoU": 0.8330241187384044, + "TN": 2101167, + "TP": 1347, + "n_pred": 1347, + "n_ref": 1617 + }, + "2": { + "Dice": 0.96584539594903, + "FN": 1036, + "FP": 4247, + "IoU": 0.9339468123679374, + "TN": 2022803, + "TP": 74698, + "n_pred": 78945, + "n_ref": 75734 + }, + "3": { + "Dice": 0.9703733257338273, + "FN": 2392, + "FP": 2806, + "IoU": 0.9424516186174218, + "TN": 2012460, + "TP": 85126, + "n_pred": 87932, + "n_ref": 87518 + }, + "4": { + "Dice": 0.9498865841966185, + "FN": 567, + "FP": 1576, + "IoU": 0.9045561840288603, + "TN": 2080331, + "TP": 20310, + "n_pred": 21886, + "n_ref": 20877 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9696443437367339, + "FN": 5097, + "FP": 5915, + "IoU": 0.9410773239730535, + "TN": 1915895, + "TP": 175877, + "n_pred": 181792, + "n_ref": 180974 + }, + "7": { + "Dice": 0.9675951256693033, + "FN": 17269, + "FP": 3223, + "IoU": 0.937224484044199, + "TN": 1776351, + "TP": 305941, + "n_pred": 309164, + "n_ref": 323210 + }, + "8": { + "Dice": 0.9466991427577263, + "FN": 1271, + "FP": 414, + "IoU": 0.8987927202835005, + "TN": 2086135, + "TP": 14964, + "n_pred": 15378, + "n_ref": 16235 + }, + "9": { + "Dice": 0.9663511332707084, + "FN": 587, + "FP": 810, + "IoU": 0.934893041897749, + "TN": 2081327, + "TP": 20060, + "n_pred": 20870, + "n_ref": 20647 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0341.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0341.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8885590673566051, + "FN": 5603, + "FP": 57994, + "IoU": 0.7994658476751446, + "TN": 4063662, + "TP": 253541, + "n_pred": 311535, + "n_ref": 259144 + }, + "10": { + "Dice": 0.8826840695327897, + "FN": 5031, + "FP": 4910, + "IoU": 0.7900040136040052, + "TN": 4333461, + "TP": 37398, + "n_pred": 42308, + "n_ref": 42429 + }, + "11": { + "Dice": 0.31778058007566207, + "FN": 1069, + "FP": 13, + "IoU": 0.1889055472263868, + "TN": 4379466, + "TP": 252, + "n_pred": 265, + "n_ref": 1321 + }, + "12": { + "Dice": 0.688469951046766, + "FN": 2789, + "FP": 202, + "IoU": 0.5249364675984752, + "TN": 4374504, + "TP": 3305, + "n_pred": 3507, + "n_ref": 6094 + }, + "13": { + "Dice": 0.7538488031685896, + "FN": 8757, + "FP": 5537, + "IoU": 0.6049416837101321, + "TN": 4344618, + "TP": 21888, + "n_pred": 27425, + "n_ref": 30645 + }, + "14": { + "Dice": 0.49356223175965663, + "FN": 164, + "FP": 72, + "IoU": 0.32763532763532766, + "TN": 4380449, + "TP": 115, + "n_pred": 187, + "n_ref": 279 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 57212, + "IoU": 0.0, + "TN": 4323588, + "TP": 0, + "n_pred": 57212, + "n_ref": 0 + }, + "2": { + "Dice": 0.9782598331346841, + "FN": 1730, + "FP": 1006, + "IoU": 0.957444822920069, + "TN": 4316507, + "TP": 61557, + "n_pred": 62563, + "n_ref": 63287 + }, + "3": { + "Dice": 0.7773541159102642, + "FN": 1566, + "FP": 23017, + "IoU": 0.6357966161960354, + "TN": 4313302, + "TP": 42915, + "n_pred": 65932, + "n_ref": 44481 + }, + "4": { + "Dice": 0.9187226947510605, + "FN": 1545, + "FP": 2306, + "IoU": 0.8496642723297939, + "TN": 4355184, + "TP": 21765, + "n_pred": 24071, + "n_ref": 23310 + }, + "5": { + "Dice": 0.5773806069749898, + "FN": 7103, + "FP": 180, + "IoU": 0.40585739924946973, + "TN": 4368542, + "TP": 4975, + "n_pred": 5155, + "n_ref": 12078 + }, + "6": { + "Dice": 0.6416911989701708, + "FN": 57754, + "FP": 213910, + "IoU": 0.4724192307991082, + "TN": 3865876, + "TP": 243260, + "n_pred": 457170, + "n_ref": 301014 + }, + "7": { + "Dice": 0.6608324742653101, + "FN": 33793, + "FP": 57013, + "IoU": 0.49346512782466573, + "TN": 4201531, + "TP": 88463, + "n_pred": 145476, + "n_ref": 122256 + }, + "8": { + "Dice": 0.9568170169144029, + "FN": 859, + "FP": 489, + "IoU": 0.9172091880604348, + "TN": 4364518, + "TP": 14934, + "n_pred": 15423, + "n_ref": 15793 + }, + "9": { + "Dice": 0.9246785723993585, + "FN": 898, + "FP": 1873, + "IoU": 0.8599089989888776, + "TN": 4361020, + "TP": 17009, + "n_pred": 18882, + "n_ref": 17907 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0349.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0349.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3504640, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9419216700865376, + "FN": 252, + "FP": 399, + "IoU": 0.8902192242833052, + "TN": 3498710, + "TP": 5279, + "n_pred": 5678, + "n_ref": 5531 + }, + "11": { + "Dice": 0.8512387512498611, + "FN": 633, + "FP": 706, + "IoU": 0.7410058027079304, + "TN": 3499470, + "TP": 3831, + "n_pred": 4537, + "n_ref": 4464 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3504640, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6083716852947623, + "FN": 1709, + "FP": 78, + "IoU": 0.4371653543307087, + "TN": 3501465, + "TP": 1388, + "n_pred": 1466, + "n_ref": 3097 + }, + "14": { + "Dice": 0.9580317895405391, + "FN": 1083, + "FP": 1428, + "IoU": 0.9194443553302749, + "TN": 3473469, + "TP": 28660, + "n_pred": 30088, + "n_ref": 29743 + }, + "15": { + "Dice": 0.8863109048723898, + "FN": 278, + "FP": 1878, + "IoU": 0.7958333333333333, + "TN": 3494080, + "TP": 8404, + "n_pred": 10282, + "n_ref": 8682 + }, + "2": { + "Dice": 0.9620612298759568, + "FN": 1781, + "FP": 519, + "IoU": 0.9268959379569004, + "TN": 3473178, + "TP": 29162, + "n_pred": 29681, + "n_ref": 30943 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3504640, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.7515923566878981, + "FN": 28, + "FP": 11, + "IoU": 0.6020408163265306, + "TN": 3504542, + "TP": 59, + "n_pred": 70, + "n_ref": 87 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3504640, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9720243204577969, + "FN": 2463, + "FP": 5359, + "IoU": 0.9455713202190508, + "TN": 3360929, + "TP": 135889, + "n_pred": 141248, + "n_ref": 138352 + }, + "7": { + "Dice": 0.932035878412048, + "FN": 2375, + "FP": 2535, + "IoU": 0.8727220882909505, + "TN": 3466063, + "TP": 33667, + "n_pred": 36202, + "n_ref": 36042 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3504640, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9336987033819009, + "FN": 677, + "FP": 315, + "IoU": 0.8756424721073085, + "TN": 3496663, + "TP": 6985, + "n_pred": 7300, + "n_ref": 7662 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0378.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0378.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9761307400161123, + "FN": 567, + "FP": 470, + "IoU": 0.953374398633155, + "TN": 2255775, + "TP": 21204, + "n_pred": 21674, + "n_ref": 21771 + }, + "10": { + "Dice": 0.8560702468821583, + "FN": 2171, + "FP": 91, + "IoU": 0.7483591055734787, + "TN": 2269027, + "TP": 6727, + "n_pred": 6818, + "n_ref": 8898 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.1751412429378531, + "FN": 121, + "FP": 463, + "IoU": 0.09597523219814241, + "TN": 2277370, + "TP": 62, + "n_pred": 525, + "n_ref": 183 + }, + "13": { + "Dice": 0.9410155222309918, + "FN": 958, + "FP": 163, + "IoU": 0.8886018086057835, + "TN": 2267953, + "TP": 8942, + "n_pred": 9105, + "n_ref": 9900 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9640729693876688, + "FN": 2623, + "FP": 5881, + "IoU": 0.9306379126122526, + "TN": 2155413, + "TP": 114099, + "n_pred": 119980, + "n_ref": 116722 + }, + "3": { + "Dice": 0.7368169439725455, + "FN": 1203, + "FP": 60455, + "IoU": 0.583301794982699, + "TN": 2130048, + "TP": 86310, + "n_pred": 146765, + "n_ref": 87513 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9780047601233945, + "FN": 3204, + "FP": 4910, + "IoU": 0.9569562772537744, + "TN": 2089510, + "TP": 180392, + "n_pred": 185302, + "n_ref": 183596 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8872497833862834, + "FN": 3699, + "FP": 1376, + "IoU": 0.7973485604759813, + "TN": 2252973, + "TP": 19968, + "n_pred": 21344, + "n_ref": 23667 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0383.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0383.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9384815336293729, + "FN": 1426, + "FP": 4254, + "IoU": 0.8840934598510356, + "TN": 1352851, + "TP": 43325, + "n_pred": 47579, + "n_ref": 44751 + }, + "11": { + "Dice": 0.8169151796626741, + "FN": 384, + "FP": 365, + "IoU": 0.6904958677685951, + "TN": 1399436, + "TP": 1671, + "n_pred": 2036, + "n_ref": 2055 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7135001683312759, + "FN": 2496, + "FP": 10269, + "IoU": 0.5546057222609909, + "TN": 1373196, + "TP": 15895, + "n_pred": 26164, + "n_ref": 18391 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9750277469478358, + "FN": 2817, + "FP": 3753, + "IoU": 0.9512723335138061, + "TN": 1267025, + "TP": 128261, + "n_pred": 132014, + "n_ref": 131078 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 607, + "IoU": 0.0, + "TN": 1401249, + "TP": 0, + "n_pred": 607, + "n_ref": 0 + }, + "4": { + "Dice": 0.9197751660705161, + "FN": 193, + "FP": 121, + "IoU": 0.8514664143803217, + "TN": 1399742, + "TP": 1800, + "n_pred": 1921, + "n_ref": 1993 + }, + "5": { + "Dice": 0.8872651356993737, + "FN": 47, + "FP": 61, + "IoU": 0.797373358348968, + "TN": 1401323, + "TP": 425, + "n_pred": 486, + "n_ref": 472 + }, + "6": { + "Dice": 0.9554518624078819, + "FN": 5068, + "FP": 17377, + "IoU": 0.9147035239662387, + "TN": 1138715, + "TP": 240696, + "n_pred": 258073, + "n_ref": 245764 + }, + "7": { + "Dice": 0.7555932641053544, + "FN": 11107, + "FP": 2144, + "IoU": 0.6071915574791013, + "TN": 1368122, + "TP": 20483, + "n_pred": 22627, + "n_ref": 31590 + }, + "8": { + "Dice": 0.9779151943462897, + "FN": 88, + "FP": 162, + "IoU": 0.9567847882454624, + "TN": 1396071, + "TP": 5535, + "n_pred": 5697, + "n_ref": 5623 + }, + "9": { + "Dice": 0.6540479670316506, + "FN": 14079, + "FP": 360, + "IoU": 0.485937054970094, + "TN": 1373768, + "TP": 13649, + "n_pred": 14009, + "n_ref": 27728 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0403.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2855967/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0403.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": 0.7453518856314747, + "FN": 4416.123111111111, + "FP": 4896.262666666667, + "IoU": 0.6607934909049342, + "TN": 2292634.247555556, + "TP": 34480.03333333333, + "n_pred": 39376.295999999995, + "n_ref": 38896.156444444445 + }, + "mean": { + "1": { + "Dice": 0.8481681556059785, + "FN": 1680.6600000000003, + "FP": 2677.5333333333338, + "IoU": 0.79367680795643, + "TN": 2291015.453333333, + "TP": 41053.020000000004, + "n_pred": 43730.55333333333, + "n_ref": 42733.68 + }, + "10": { + "Dice": 0.8117372194886936, + "FN": 5187.693333333334, + "FP": 4532.086666666667, + "IoU": 0.705948365982613, + "TN": 2304636.3933333335, + "TP": 22070.49333333333, + "n_pred": 26602.580000000005, + "n_ref": 27258.18666666667 + }, + "11": { + "Dice": 0.5078725717081491, + "FN": 155.1, + "FP": 126.44000000000001, + "IoU": 0.39896579602815846, + "TN": 2335772.46, + "TP": 372.6666666666667, + "n_pred": 499.10666666666657, + "n_ref": 527.7666666666667 + }, + "12": { + "Dice": 0.5246067367246241, + "FN": 240.5666666666667, + "FP": 137.12666666666667, + "IoU": 0.40882090127315107, + "TN": 2335571.333333333, + "TP": 477.64000000000004, + "n_pred": 614.7666666666667, + "n_ref": 718.2066666666667 + }, + "13": { + "Dice": 0.743168750788222, + "FN": 5630.053333333332, + "FP": 4181.973333333333, + "IoU": 0.62183493588183, + "TN": 2311162.6133333333, + "TP": 15452.026666666667, + "n_pred": 19634.000000000004, + "n_ref": 21082.08 + }, + "14": { + "Dice": 0.6806823034550835, + "FN": 3018.166666666667, + "FP": 11596.239999999998, + "IoU": 0.6111850708465356, + "TN": 2288195.66, + "TP": 33616.6, + "n_pred": 45212.840000000004, + "n_ref": 36634.76666666667 + }, + "15": { + "Dice": 0.6294940292787978, + "FN": 2744.2599999999998, + "FP": 4389.626666666667, + "IoU": 0.5388867037312981, + "TN": 2313055.053333333, + "TP": 16237.726666666666, + "n_pred": 20627.353333333333, + "n_ref": 18981.986666666668 + }, + "2": { + "Dice": 0.8839405699558555, + "FN": 4883.513333333333, + "FP": 2255.3866666666663, + "IoU": 0.8272894713134565, + "TN": 2292778.8133333335, + "TP": 36508.953333333324, + "n_pred": 38764.340000000004, + "n_ref": 41392.46666666666 + }, + "3": { + "Dice": 0.8509739618349659, + "FN": 6325.2, + "FP": 4775.460000000001, + "IoU": 0.8044606782659611, + "TN": 2288825.34, + "TP": 36500.666666666664, + "n_pred": 41276.12666666666, + "n_ref": 42825.86666666666 + }, + "4": { + "Dice": 0.7089702547105398, + "FN": 2419.54, + "FP": 1713.3866666666665, + "IoU": 0.6171019556312289, + "TN": 2321336.033333333, + "TP": 10957.706666666669, + "n_pred": 12671.093333333332, + "n_ref": 13377.246666666668 + }, + "5": { + "Dice": 0.5706217829831456, + "FN": 473.3, + "FP": 342.3933333333333, + "IoU": 0.4592854866788498, + "TN": 2334518.2600000002, + "TP": 1092.7133333333334, + "n_pred": 1435.1066666666666, + "n_ref": 1566.0133333333333 + }, + "6": { + "Dice": 0.929560132180414, + "FN": 20716.120000000003, + "FP": 18266.786666666667, + "IoU": 0.8797005488380776, + "TN": 2109366.1799999997, + "TP": 188077.58000000002, + "n_pred": 206344.36666666667, + "n_ref": 208793.7 + }, + "7": { + "Dice": 0.8166859394754683, + "FN": 9851.166666666668, + "FP": 16047.233333333334, + "IoU": 0.73503008232466, + "TN": 2218306.4, + "TP": 92221.86666666667, + "n_pred": 108269.1, + "n_ref": 102073.03333333334 + }, + "8": { + "Dice": 0.8290147914978621, + "FN": 1192.52, + "FP": 785.24, + "IoU": 0.7570233975623727, + "TN": 2324252.9400000004, + "TP": 10195.966666666667, + "n_pred": 10981.206666666665, + "n_ref": 11388.486666666666 + }, + "9": { + "Dice": 0.8447810847843206, + "FN": 1723.9866666666665, + "FP": 1617.0266666666666, + "IoU": 0.7526921612593894, + "TN": 2320720.7800000003, + "TP": 12364.873333333333, + "n_pred": 13981.9, + "n_ref": 14088.859999999997 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/loop_004/summary.json b/nnActive_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/loop_004/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c520ee0d91a6fdf4fe9bd74b4b9bf0572c20da15 --- /dev/null +++ b/nnActive_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/loop_004/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.8668312931001855, + "FN": 11002.992, + "FP": 9126.421333333334, + "IoU": 0.7893624047618198, + "TN": 96261243.88800001, + "TP": 175587.5386666667, + "n_pred": 184713.96, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.9479635555604807, + "FN": 5346.52, + "FP": 7245.42, + "IoU": 0.9185221338547924, + "TN": 96255427.28, + "TP": 188941.62, + "n_pred": 196187.04, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.8481576074519523, + "FN": 9999.52, + "FP": 11275.06, + "IoU": 0.7470832084265905, + "TN": 96371463.22, + "TP": 64223.04, + "n_pred": 75498.1, + "n_ref": 74222.56 + }, + "11": { + "Dice": 0.7719576658653213, + "FN": 901.7, + "FP": 694.52, + "IoU": 0.6357093380993094, + "TN": 96452565.94, + "TP": 2798.68, + "n_pred": 3493.2, + "n_ref": 3700.38 + }, + "12": { + "Dice": 0.77473561284063, + "FN": 1069.52, + "FP": 707.96, + "IoU": 0.6439006629087467, + "TN": 96452016.22, + "TP": 3167.14, + "n_pred": 3875.1, + "n_ref": 4236.66 + }, + "13": { + "Dice": 0.7578192089106146, + "FN": 14045.88, + "FP": 11059.02, + "IoU": 0.6381927927875387, + "TN": 96388043.68, + "TP": 43812.26, + "n_pred": 54871.28, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.8688011833600014, + "FN": 16058.4, + "FP": 8928.04, + "IoU": 0.7950988614808138, + "TN": 96309674.66, + "TP": 122299.74, + "n_pred": 131227.78, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.8276043568359601, + "FN": 5947.0, + "FP": 10238.54, + "IoU": 0.7397877402280016, + "TN": 96392675.26, + "TP": 48100.04, + "n_pred": 58338.58, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.9590353417643318, + "FN": 7566.96, + "FP": 5284.42, + "IoU": 0.922479788706726, + "TN": 96294834.72, + "TP": 149274.74, + "n_pred": 154559.16, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.9607921610662742, + "FN": 5937.28, + "FP": 6685.3, + "IoU": 0.9258909326204555, + "TN": 96286872.96, + "TP": 157465.3, + "n_pred": 164150.6, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.7763288035015279, + "FN": 4552.24, + "FP": 4084.28, + "IoU": 0.7001189119126443, + "TN": 96426299.06, + "TP": 22025.26, + "n_pred": 26109.54, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.7960913005003387, + "FN": 5220.5, + "FP": 2309.72, + "IoU": 0.673012107167063, + "TN": 96437498.96, + "TP": 11931.66, + "n_pred": 14241.38, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.9723449511107995, + "FN": 42145.28, + "FP": 33030.38, + "IoU": 0.9469511039975304, + "TN": 95064706.84, + "TP": 1317078.34, + "n_pred": 1350108.72, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.8916184825741401, + "FN": 31630.64, + "FP": 20824.02, + "IoU": 0.8286576957937136, + "TN": 96097212.16, + "TP": 307294.02, + "n_pred": 328118.04, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.9477087025437334, + "FN": 8032.16, + "FP": 6250.08, + "IoU": 0.9013070940518806, + "TN": 96318341.58, + "TP": 124337.02, + "n_pred": 130587.1, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.901510462616676, + "FN": 6591.28, + "FP": 8279.56, + "IoU": 0.8237236993914928, + "TN": 96371025.78, + "TP": 71064.22, + "n_pred": 79343.78, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9493422746837505, + "FN": 2371, + "FP": 7268, + "IoU": 0.9035694991896597, + "TN": 119493362, + "TP": 90319, + "n_pred": 97587, + "n_ref": 92690 + }, + "10": { + "Dice": 0.8333796329196519, + "FN": 10836, + "FP": 14955, + "IoU": 0.7143537490309004, + "TN": 119503030, + "TP": 64499, + "n_pred": 79454, + "n_ref": 75335 + }, + "11": { + "Dice": 0.774981604120677, + "FN": 913, + "FP": 616, + "IoU": 0.6326285439692455, + "TN": 119589158, + "TP": 2633, + "n_pred": 3249, + "n_ref": 3546 + }, + "12": { + "Dice": 0.8109649122807018, + "FN": 767, + "FP": 957, + "IoU": 0.6820361490225009, + "TN": 119587898, + "TP": 3698, + "n_pred": 4655, + "n_ref": 4465 + }, + "13": { + "Dice": 0.6871789276524554, + "FN": 14968, + "FP": 19437, + "IoU": 0.5234368507078151, + "TN": 119521126, + "TP": 37789, + "n_pred": 57226, + "n_ref": 52757 + }, + "14": { + "Dice": 0.4672007153312388, + "FN": 171200, + "FP": 2792, + "IoU": 0.30480227907478513, + "TN": 119343043, + "TP": 76285, + "n_pred": 79077, + "n_ref": 247485 + }, + "15": { + "Dice": 0.11605361741374218, + "FN": 21664, + "FP": 148935, + "IoU": 0.06160133774849008, + "TN": 119411522, + "TP": 11199, + "n_pred": 160134, + "n_ref": 32863 + }, + "2": { + "Dice": 0.9588401359588753, + "FN": 4263, + "FP": 7459, + "IoU": 0.9209345933075672, + "TN": 119445063, + "TP": 136535, + "n_pred": 143994, + "n_ref": 140798 + }, + "3": { + "Dice": 0.9602157630124738, + "FN": 6606, + "FP": 6965, + "IoU": 0.9234759759336427, + "TN": 119415977, + "TP": 163772, + "n_pred": 170737, + "n_ref": 170378 + }, + "4": { + "Dice": 0.8913218132548988, + "FN": 12248, + "FP": 3714, + "IoU": 0.803949986489474, + "TN": 119511902, + "TP": 65456, + "n_pred": 69170, + "n_ref": 77704 + }, + "5": { + "Dice": 0.2525683915818445, + "FN": 53619, + "FP": 9385, + "IoU": 0.14453692514494426, + "TN": 119519671, + "TP": 10645, + "n_pred": 20030, + "n_ref": 64264 + }, + "6": { + "Dice": 0.9722017184913395, + "FN": 28807, + "FP": 37136, + "IoU": 0.94590712592386, + "TN": 118374250, + "TP": 1153127, + "n_pred": 1190263, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 26420, + "IoU": 0.0, + "TN": 119566900, + "TP": 0, + "n_pred": 26420, + "n_ref": 0 + }, + "8": { + "Dice": 0.9255374186067256, + "FN": 27099, + "FP": 14641, + "IoU": 0.8613956731806937, + "TN": 119292175, + "TP": 259405, + "n_pred": 274046, + "n_ref": 286504 + }, + "9": { + "Dice": 0.878125, + "FN": 9094, + "FP": 9626, + "IoU": 0.7827298050139275, + "TN": 119507160, + "TP": 67440, + "n_pred": 77066, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9629359109011714, + "FN": 7948, + "FP": 5956, + "IoU": 0.92852112133005, + "TN": 72631141, + "TP": 180615, + "n_pred": 186571, + "n_ref": 188563 + }, + "10": { + "Dice": 0.856208517390106, + "FN": 10981, + "FP": 8322, + "IoU": 0.7485704609693512, + "TN": 72748887, + "TP": 57470, + "n_pred": 65792, + "n_ref": 68451 + }, + "11": { + "Dice": 0.7392335045436587, + "FN": 376, + "FP": 944, + "IoU": 0.5863365716076465, + "TN": 72822469, + "TP": 1871, + "n_pred": 2815, + "n_ref": 2247 + }, + "12": { + "Dice": 0.735245081693898, + "FN": 669, + "FP": 919, + "IoU": 0.5813340363828104, + "TN": 72821867, + "TP": 2205, + "n_pred": 3124, + "n_ref": 2874 + }, + "13": { + "Dice": 0.8051470226559503, + "FN": 9261, + "FP": 10546, + "IoU": 0.6738461031797, + "TN": 72764931, + "TP": 40922, + "n_pred": 51468, + "n_ref": 50183 + }, + "14": { + "Dice": 0.8963632567336862, + "FN": 3907, + "FP": 12969, + "IoU": 0.8121904804300166, + "TN": 72735803, + "TP": 72981, + "n_pred": 85950, + "n_ref": 76888 + }, + "15": { + "Dice": 0.838922140038159, + "FN": 10383, + "FP": 1943, + "IoU": 0.7225373671889069, + "TN": 72781236, + "TP": 32098, + "n_pred": 34041, + "n_ref": 42481 + }, + "2": { + "Dice": 0.9656663237771517, + "FN": 6295, + "FP": 2917, + "IoU": 0.9336119919285096, + "TN": 72686900, + "TP": 129548, + "n_pred": 132465, + "n_ref": 135843 + }, + "3": { + "Dice": 0.9656973543982105, + "FN": 3460, + "FP": 5327, + "IoU": 0.9336700031704335, + "TN": 72693186, + "TP": 123687, + "n_pred": 129014, + "n_ref": 127147 + }, + "4": { + "Dice": 0.8761274034503577, + "FN": 3065, + "FP": 3706, + "IoU": 0.7795611407735382, + "TN": 72794944, + "TP": 23945, + "n_pred": 27651, + "n_ref": 27010 + }, + "5": { + "Dice": 0.7833910957078113, + "FN": 2762, + "FP": 488, + "IoU": 0.6439136627588474, + "TN": 72816533, + "TP": 5877, + "n_pred": 6365, + "n_ref": 8639 + }, + "6": { + "Dice": 0.9675084117446393, + "FN": 35027, + "FP": 43742, + "IoU": 0.9370617860233362, + "TN": 71574131, + "TP": 1172760, + "n_pred": 1216502, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.9212323620979024, + "FN": 21244, + "FP": 15973, + "IoU": 0.8539673695527635, + "TN": 72570806, + "TP": 217637, + "n_pred": 233610, + "n_ref": 238881 + }, + "8": { + "Dice": 0.9359660326555974, + "FN": 3966, + "FP": 3454, + "IoU": 0.8796392421489748, + "TN": 72764012, + "TP": 54228, + "n_pred": 57682, + "n_ref": 58194 + }, + "9": { + "Dice": 0.8691733395226491, + "FN": 10578, + "FP": 9714, + "IoU": 0.7686176581260904, + "TN": 72737961, + "TP": 67407, + "n_pred": 77121, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9672128635886593, + "FN": 7523, + "FP": 9597, + "IoU": 0.9365074655649426, + "TN": 71539850, + "TP": 252518, + "n_pred": 262115, + "n_ref": 260041 + }, + "10": { + "Dice": 0.872893091286756, + "FN": 13033, + "FP": 10465, + "IoU": 0.7744545655241258, + "TN": 71705305, + "TP": 80685, + "n_pred": 91150, + "n_ref": 93718 + }, + "11": { + "Dice": 0.7074767778285366, + "FN": 1046, + "FP": 875, + "IoU": 0.5473609802073516, + "TN": 71805244, + "TP": 2323, + "n_pred": 3198, + "n_ref": 3369 + }, + "12": { + "Dice": 0.6790672352781054, + "FN": 2767, + "FP": 770, + "IoU": 0.5140816046160187, + "TN": 71802209, + "TP": 3742, + "n_pred": 4512, + "n_ref": 6509 + }, + "13": { + "Dice": 0.8248142718302667, + "FN": 13829, + "FP": 7441, + "IoU": 0.7018586526870567, + "TN": 71738146, + "TP": 50072, + "n_pred": 57513, + "n_ref": 63901 + }, + "14": { + "Dice": 0.958614650849945, + "FN": 32259, + "FP": 10042, + "IoU": 0.9205186645196566, + "TN": 71277275, + "TP": 489912, + "n_pred": 499954, + "n_ref": 522171 + }, + "15": { + "Dice": 0.8783802188157317, + "FN": 35548, + "FP": 4637, + "IoU": 0.7831354560172693, + "TN": 71624188, + "TP": 145115, + "n_pred": 149752, + "n_ref": 180663 + }, + "2": { + "Dice": 0.9508783088323297, + "FN": 7838, + "FP": 6527, + "IoU": 0.9063565426561756, + "TN": 71656087, + "TP": 139036, + "n_pred": 145563, + "n_ref": 146874 + }, + "3": { + "Dice": 0.9539814720115409, + "FN": 7771, + "FP": 9327, + "IoU": 0.9120120212842602, + "TN": 71615166, + "TP": 177224, + "n_pred": 186551, + "n_ref": 184995 + }, + "4": { + "Dice": 0.8173004753565174, + "FN": 908, + "FP": 4934, + "IoU": 0.6910465915701518, + "TN": 71790579, + "TP": 13067, + "n_pred": 18001, + "n_ref": 13975 + }, + "5": { + "Dice": 0.8756888563764935, + "FN": 1365, + "FP": 1184, + "IoU": 0.7788670078945086, + "TN": 71797961, + "TP": 8978, + "n_pred": 10162, + "n_ref": 10343 + }, + "6": { + "Dice": 0.9743499634533715, + "FN": 33811, + "FP": 30127, + "IoU": 0.9499828681662367, + "TN": 70531166, + "TP": 1214384, + "n_pred": 1244511, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.9419281471173557, + "FN": 14815, + "FP": 12352, + "IoU": 0.8902307953388392, + "TN": 71561996, + "TP": 220325, + "n_pred": 232677, + "n_ref": 235140 + }, + "8": { + "Dice": 0.9324452901998097, + "FN": 7245, + "FP": 3476, + "IoU": 0.8734402852049911, + "TN": 71724777, + "TP": 73990, + "n_pred": 77466, + "n_ref": 81235 + }, + "9": { + "Dice": 0.8731850559674371, + "FN": 13073, + "FP": 8736, + "IoU": 0.7749143376130124, + "TN": 71712596, + "TP": 75083, + "n_pred": 83819, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9706287808754602, + "FN": 4726, + "FP": 7951, + "IoU": 0.9429336694501339, + "TN": 135223365, + "TP": 209468, + "n_pred": 217419, + "n_ref": 214194 + }, + "10": { + "Dice": 0.8568593459062228, + "FN": 11736, + "FP": 12787, + "IoU": 0.7495659810869876, + "TN": 135347588, + "TP": 73399, + "n_pred": 86186, + "n_ref": 85135 + }, + "11": { + "Dice": 0.724191063174114, + "FN": 962, + "FP": 1007, + "IoU": 0.5676328502415459, + "TN": 135440956, + "TP": 2585, + "n_pred": 3592, + "n_ref": 3547 + }, + "12": { + "Dice": 0.7851133326734633, + "FN": 1542, + "FP": 629, + "IoU": 0.6462440932051491, + "TN": 135439373, + "TP": 3966, + "n_pred": 4595, + "n_ref": 5508 + }, + "13": { + "Dice": 0.7958974615230862, + "FN": 8718, + "FP": 7620, + "IoU": 0.6609881103064761, + "TN": 135397317, + "TP": 31855, + "n_pred": 39475, + "n_ref": 40573 + }, + "14": { + "Dice": 0.9128964751189991, + "FN": 11929, + "FP": 13086, + "IoU": 0.8397511867316673, + "TN": 135289409, + "TP": 131086, + "n_pred": 144172, + "n_ref": 143015 + }, + "15": { + "Dice": 0.8258230212467896, + "FN": 12392, + "FP": 4020, + "IoU": 0.7033207397096838, + "TN": 135390191, + "TP": 38907, + "n_pred": 42927, + "n_ref": 51299 + }, + "2": { + "Dice": 0.9640898152096146, + "FN": 9433, + "FP": 5474, + "IoU": 0.930669308367401, + "TN": 135230497, + "TP": 200106, + "n_pred": 205580, + "n_ref": 209539 + }, + "3": { + "Dice": 0.957990405550687, + "FN": 14787, + "FP": 3813, + "IoU": 0.9193681235315028, + "TN": 135214832, + "TP": 212078, + "n_pred": 215891, + "n_ref": 226865 + }, + "4": { + "Dice": 0.8630840142468049, + "FN": 3885, + "FP": 6571, + "IoU": 0.7591449368838109, + "TN": 135402098, + "TP": 32956, + "n_pred": 39527, + "n_ref": 36841 + }, + "5": { + "Dice": 0.656686543513615, + "FN": 12296, + "FP": 4170, + "IoU": 0.48885577699137023, + "TN": 135413296, + "TP": 15748, + "n_pred": 19918, + "n_ref": 28044 + }, + "6": { + "Dice": 0.9687144699984817, + "FN": 41833, + "FP": 62841, + "IoU": 0.9393271231072693, + "TN": 133720291, + "TP": 1620545, + "n_pred": 1683386, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.9197989608652469, + "FN": 14680, + "FP": 17458, + "IoU": 0.8515071986988745, + "TN": 135229082, + "TP": 184290, + "n_pred": 201748, + "n_ref": 198970 + }, + "8": { + "Dice": 0.9076263418446638, + "FN": 37627, + "FP": 13668, + "IoU": 0.8308753466074508, + "TN": 135142213, + "TP": 252002, + "n_pred": 265670, + "n_ref": 289629 + }, + "9": { + "Dice": 0.8675690021231423, + "FN": 16309, + "FP": 8641, + "IoU": 0.7661120224982423, + "TN": 135338835, + "TP": 81725, + "n_pred": 90366, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9293702322123667, + "FN": 9936, + "FP": 27497, + "IoU": 0.8680593984723891, + "TN": 105470294, + "TP": 246278, + "n_pred": 273775, + "n_ref": 256214 + }, + "10": { + "Dice": 0.466058680987622, + "FN": 32020, + "FP": 33202, + "IoU": 0.3038308409918132, + "TN": 105660318, + "TP": 28465, + "n_pred": 61667, + "n_ref": 60485 + }, + "11": { + "Dice": 0.727972027972028, + "FN": 387, + "FP": 1169, + "IoU": 0.5722924683892249, + "TN": 105750367, + "TP": 2082, + "n_pred": 3251, + "n_ref": 2469 + }, + "12": { + "Dice": 0.6989391537617363, + "FN": 1538, + "FP": 931, + "IoU": 0.5372071227741331, + "TN": 105748670, + "TP": 2866, + "n_pred": 3797, + "n_ref": 4404 + }, + "13": { + "Dice": 0.6769093450767545, + "FN": 29332, + "FP": 19897, + "IoU": 0.5116122183751823, + "TN": 105653206, + "TP": 51570, + "n_pred": 71467, + "n_ref": 80902 + }, + "14": { + "Dice": 0.9577806568367367, + "FN": 10605, + "FP": 5819, + "IoU": 0.9189818468823994, + "TN": 105551285, + "TP": 186296, + "n_pred": 192115, + "n_ref": 196901 + }, + "15": { + "Dice": 0.8771801183679883, + "FN": 2810, + "FP": 4225, + "IoU": 0.7812295923127157, + "TN": 105721848, + "TP": 25122, + "n_pred": 29347, + "n_ref": 27932 + }, + "2": { + "Dice": 0.9427647407851755, + "FN": 8301, + "FP": 9255, + "IoU": 0.8917265410589288, + "TN": 105591860, + "TP": 144589, + "n_pred": 153844, + "n_ref": 152890 + }, + "3": { + "Dice": 0.9528446148677611, + "FN": 6959, + "FP": 9323, + "IoU": 0.9099362218792696, + "TN": 105573222, + "TP": 164501, + "n_pred": 173824, + "n_ref": 171460 + }, + "4": { + "Dice": 0.7324320052872804, + "FN": 15365, + "FP": 3258, + "IoU": 0.5778246282190788, + "TN": 105709893, + "TP": 25489, + "n_pred": 28747, + "n_ref": 40854 + }, + "5": { + "Dice": 0.7880567387618378, + "FN": 2837, + "FP": 2288, + "IoU": 0.6502422712072613, + "TN": 105739352, + "TP": 9528, + "n_pred": 11816, + "n_ref": 12365 + }, + "6": { + "Dice": 0.9631093681962793, + "FN": 63533, + "FP": 49315, + "IoU": 0.9288437359308614, + "TN": 104168087, + "TP": 1473070, + "n_pred": 1522385, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.8860319690972455, + "FN": 17448, + "FP": 47106, + "IoU": 0.7953836596003652, + "TN": 105438517, + "TP": 250934, + "n_pred": 298040, + "n_ref": 268382 + }, + "8": { + "Dice": 0.9155638996915649, + "FN": 3326, + "FP": 12415, + "IoU": 0.844276485660299, + "TN": 105652922, + "TP": 85342, + "n_pred": 97757, + "n_ref": 88668 + }, + "9": { + "Dice": 0.836466732350753, + "FN": 12407, + "FP": 11992, + "IoU": 0.7189022915010541, + "TN": 105667206, + "TP": 62400, + "n_pred": 74392, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9691054989415645, + "FN": 7185, + "FP": 8504, + "IoU": 0.9400627299365442, + "TN": 96876123, + "TP": 246068, + "n_pred": 254572, + "n_ref": 253253 + }, + "10": { + "Dice": 0.8406162535616127, + "FN": 12560, + "FP": 25366, + "IoU": 0.7250543714658547, + "TN": 96999940, + "TP": 100014, + "n_pred": 125380, + "n_ref": 112574 + }, + "11": { + "Dice": 0.8253380782918149, + "FN": 662, + "FP": 565, + "IoU": 0.70261754726127, + "TN": 97133754, + "TP": 2899, + "n_pred": 3464, + "n_ref": 3561 + }, + "12": { + "Dice": 0.8382109331860851, + "FN": 723, + "FP": 742, + "IoU": 0.7214828897338403, + "TN": 97132620, + "TP": 3795, + "n_pred": 4537, + "n_ref": 4518 + }, + "13": { + "Dice": 0.7732437038439689, + "FN": 9062, + "FP": 14888, + "IoU": 0.6303156594890793, + "TN": 97073095, + "TP": 40835, + "n_pred": 55723, + "n_ref": 49897 + }, + "14": { + "Dice": 0.9588674932517275, + "FN": 9412, + "FP": 12470, + "IoU": 0.920985068698431, + "TN": 96860945, + "TP": 255053, + "n_pred": 267523, + "n_ref": 264465 + }, + "15": { + "Dice": 0.8474494221110596, + "FN": 1365, + "FP": 6198, + "IoU": 0.7352817640882044, + "TN": 97109310, + "TP": 21007, + "n_pred": 27205, + "n_ref": 22372 + }, + "2": { + "Dice": 0.9439116451593019, + "FN": 7839, + "FP": 7630, + "IoU": 0.8937809425061628, + "TN": 96992247, + "TP": 130164, + "n_pred": 137794, + "n_ref": 138003 + }, + "3": { + "Dice": 0.9449128118725337, + "FN": 9283, + "FP": 8111, + "IoU": 0.8955779413353825, + "TN": 96971306, + "TP": 149180, + "n_pred": 157291, + "n_ref": 158463 + }, + "4": { + "Dice": 0.9133384928277029, + "FN": 2123, + "FP": 2692, + "IoU": 0.8404995362395654, + "TN": 97107692, + "TP": 25373, + "n_pred": 28065, + "n_ref": 27496 + }, + "5": { + "Dice": 0.8472895938816698, + "FN": 2668, + "FP": 1645, + "IoU": 0.7350411598476472, + "TN": 97121602, + "TP": 11965, + "n_pred": 13610, + "n_ref": 14633 + }, + "6": { + "Dice": 0.9766007628063031, + "FN": 40319, + "FP": 29645, + "IoU": 0.954271536770223, + "TN": 95607892, + "TP": 1460024, + "n_pred": 1489669, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.9517300899556957, + "FN": 10540, + "FP": 14181, + "IoU": 0.9079055697739828, + "TN": 96869449, + "TP": 243710, + "n_pred": 257891, + "n_ref": 254250 + }, + "8": { + "Dice": 0.9344803278307551, + "FN": 7423, + "FP": 9493, + "IoU": 0.8770183716348355, + "TN": 97000331, + "TP": 120633, + "n_pred": 130126, + "n_ref": 128056 + }, + "9": { + "Dice": 0.8363631488631489, + "FN": 6194, + "FP": 18218, + "IoU": 0.7187492799373257, + "TN": 97051082, + "TP": 62386, + "n_pred": 80604, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9717192047527289, + "FN": 3566, + "FP": 6326, + "IoU": 0.9449940222982178, + "TN": 130586957, + "TP": 169943, + "n_pred": 176269, + "n_ref": 173509 + }, + "10": { + "Dice": 0.8869654486541978, + "FN": 8129, + "FP": 9488, + "IoU": 0.7968894115476849, + "TN": 130680056, + "TP": 69119, + "n_pred": 78607, + "n_ref": 77248 + }, + "11": { + "Dice": 0.7744074665356748, + "FN": 896, + "FP": 941, + "IoU": 0.6318637274549098, + "TN": 130761802, + "TP": 3153, + "n_pred": 4094, + "n_ref": 4049 + }, + "12": { + "Dice": 0.8279454573310863, + "FN": 626, + "FP": 497, + "IoU": 0.7064052287581699, + "TN": 130762967, + "TP": 2702, + "n_pred": 3199, + "n_ref": 3328 + }, + "13": { + "Dice": 0.8464426458748252, + "FN": 11429, + "FP": 6690, + "IoU": 0.73376728330664, + "TN": 130698735, + "TP": 49938, + "n_pred": 56628, + "n_ref": 61367 + }, + "14": { + "Dice": 0.9575366630521084, + "FN": 4454, + "FP": 9291, + "IoU": 0.9185326995341339, + "TN": 130598074, + "TP": 154973, + "n_pred": 164264, + "n_ref": 159427 + }, + "15": { + "Dice": 0.8775429195196983, + "FN": 2261, + "FP": 5143, + "IoU": 0.7818053222526744, + "TN": 130732859, + "TP": 26529, + "n_pred": 31672, + "n_ref": 28790 + }, + "2": { + "Dice": 0.9543308144826785, + "FN": 10108, + "FP": 4844, + "IoU": 0.9126507959690375, + "TN": 130595617, + "TP": 156223, + "n_pred": 161067, + "n_ref": 166331 + }, + "3": { + "Dice": 0.9524294193181886, + "FN": 5099, + "FP": 10979, + "IoU": 0.9091792351578828, + "TN": 130589762, + "TP": 160952, + "n_pred": 171931, + "n_ref": 166051 + }, + "4": { + "Dice": 0.9106013469624971, + "FN": 3300, + "FP": 1930, + "IoU": 0.83587522751522, + "TN": 130734926, + "TP": 26636, + "n_pred": 28566, + "n_ref": 29936 + }, + "5": { + "Dice": 0.7565987168033785, + "FN": 8019, + "FP": 6966, + "IoU": 0.6084911822338341, + "TN": 130728517, + "TP": 23290, + "n_pred": 30256, + "n_ref": 31309 + }, + "6": { + "Dice": 0.9672349700460813, + "FN": 27555, + "FP": 61167, + "IoU": 0.9365489167359187, + "TN": 129368518, + "TP": 1309552, + "n_pred": 1370719, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.9405996760304647, + "FN": 21082, + "FP": 32530, + "IoU": 0.8878604761097968, + "TN": 130288709, + "TP": 424471, + "n_pred": 457001, + "n_ref": 445553 + }, + "8": { + "Dice": 0.9147435361057652, + "FN": 11576, + "FP": 29180, + "IoU": 0.8428823660938018, + "TN": 130507394, + "TP": 218642, + "n_pred": 247822, + "n_ref": 230218 + }, + "9": { + "Dice": 0.8997253621450146, + "FN": 10136, + "FP": 10347, + "IoU": 0.8177279846230512, + "TN": 130654416, + "TP": 91893, + "n_pred": 102240, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.915661676205156, + "FN": 8371, + "FP": 27085, + "IoU": 0.844442787008235, + "TN": 72008079, + "TP": 192473, + "n_pred": 219558, + "n_ref": 200844 + }, + "10": { + "Dice": 0.7293902602629461, + "FN": 19168, + "FP": 13106, + "IoU": 0.5740474336470061, + "TN": 72160239, + "TP": 43495, + "n_pred": 56601, + "n_ref": 62663 + }, + "11": { + "Dice": 0.7000789265982637, + "FN": 913, + "FP": 607, + "IoU": 0.5385549483910139, + "TN": 72232714, + "TP": 1774, + "n_pred": 2381, + "n_ref": 2687 + }, + "12": { + "Dice": 0.7220235053653551, + "FN": 1245, + "FP": 931, + "IoU": 0.5649740103958416, + "TN": 72231006, + "TP": 2826, + "n_pred": 3757, + "n_ref": 4071 + }, + "13": { + "Dice": 0.6413812135637655, + "FN": 33252, + "FP": 8332, + "IoU": 0.4720832804367145, + "TN": 72157238, + "TP": 37186, + "n_pred": 45518, + "n_ref": 70438 + }, + "14": { + "Dice": 0.5365026832603624, + "FN": 27158, + "FP": 53510, + "IoU": 0.36658945467394294, + "TN": 72108653, + "TP": 46687, + "n_pred": 100197, + "n_ref": 73845 + }, + "15": { + "Dice": 0.7257260871448997, + "FN": 3191, + "FP": 15800, + "IoU": 0.5695212621271194, + "TN": 72191892, + "TP": 25125, + "n_pred": 40925, + "n_ref": 28316 + }, + "2": { + "Dice": 0.943179018049652, + "FN": 4810, + "FP": 9948, + "IoU": 0.8924681040198772, + "TN": 72098765, + "TP": 122485, + "n_pred": 132433, + "n_ref": 127295 + }, + "3": { + "Dice": 0.943830038359398, + "FN": 8314, + "FP": 10722, + "IoU": 0.8936346162442448, + "TN": 72057040, + "TP": 159932, + "n_pred": 170654, + "n_ref": 168246 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 78144, + "IoU": 0.0, + "TN": 72157864, + "TP": 0, + "n_pred": 78144, + "n_ref": 0 + }, + "5": { + "Dice": 0.8219331232848867, + "FN": 140, + "FP": 3364, + "IoU": 0.6976964886549909, + "TN": 72224417, + "TP": 8087, + "n_pred": 11451, + "n_ref": 8227 + }, + "6": { + "Dice": 0.9424799774620679, + "FN": 106729, + "FP": 64775, + "IoU": 0.8912171470760613, + "TN": 70659436, + "TP": 1405068, + "n_pred": 1469843, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.6259897130430069, + "FN": 142950, + "FP": 91630, + "IoU": 0.45559317785704506, + "TN": 71805117, + "TP": 196311, + "n_pred": 287941, + "n_ref": 339261 + }, + "8": { + "Dice": 0.9334737216751691, + "FN": 4633, + "FP": 4339, + "IoU": 0.8752468088656525, + "TN": 72164090, + "TP": 62946, + "n_pred": 67285, + "n_ref": 67579 + }, + "9": { + "Dice": 0.7600219178082191, + "FN": 14944, + "FP": 6954, + "IoU": 0.6129317354261675, + "TN": 72179434, + "TP": 34676, + "n_pred": 41630, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9407490624144156, + "FN": 4834, + "FP": 5767, + "IoU": 0.8881267214723667, + "TN": 52458361, + "TP": 84158, + "n_pred": 89925, + "n_ref": 88992 + }, + "10": { + "Dice": 0.5433573382230918, + "FN": 20663, + "FP": 23914, + "IoU": 0.37302033812484175, + "TN": 52482022, + "TP": 26521, + "n_pred": 50435, + "n_ref": 47184 + }, + "11": { + "Dice": 0.3304521276595745, + "FN": 1545, + "FP": 469, + "IoU": 0.19792911190760654, + "TN": 52550609, + "TP": 497, + "n_pred": 966, + "n_ref": 2042 + }, + "12": { + "Dice": 0.24392729743502634, + "FN": 3348, + "FP": 1103, + "IoU": 0.13890501064035596, + "TN": 52547951, + "TP": 718, + "n_pred": 1821, + "n_ref": 4066 + }, + "13": { + "Dice": 0.40630118508526836, + "FN": 13181, + "FP": 11467, + "IoU": 0.25494226467565445, + "TN": 52520038, + "TP": 8434, + "n_pred": 19901, + "n_ref": 21615 + }, + "14": { + "Dice": 0.8728695262550192, + "FN": 5187, + "FP": 9567, + "IoU": 0.7744174668216012, + "TN": 52487716, + "TP": 50650, + "n_pred": 60217, + "n_ref": 55837 + }, + "15": { + "Dice": 0.40868488256118546, + "FN": 6625, + "FP": 47326, + "IoU": 0.2568220951856188, + "TN": 52480525, + "TP": 18644, + "n_pred": 65970, + "n_ref": 25269 + }, + "2": { + "Dice": 0.9411373938906692, + "FN": 10404, + "FP": 5191, + "IoU": 0.8888191805627839, + "TN": 52412853, + "TP": 124672, + "n_pred": 129863, + "n_ref": 135076 + }, + "3": { + "Dice": 0.9469469612352754, + "FN": 10412, + "FP": 4455, + "IoU": 0.8992395694960285, + "TN": 52405572, + "TP": 132681, + "n_pred": 137136, + "n_ref": 143093 + }, + "4": { + "Dice": 0.0, + "FN": 1880, + "FP": 737, + "IoU": 0.0, + "TN": 52550503, + "TP": 0, + "n_pred": 737, + "n_ref": 1880 + }, + "5": { + "Dice": 0.8142568180232964, + "FN": 445, + "FP": 2218, + "IoU": 0.6867058823529412, + "TN": 52544620, + "TP": 5837, + "n_pred": 8055, + "n_ref": 6282 + }, + "6": { + "Dice": 0.9495455463542719, + "FN": 44138, + "FP": 33300, + "IoU": 0.9039378557145055, + "TN": 51746996, + "TP": 728686, + "n_pred": 761986, + "n_ref": 772824 + }, + "7": { + "Dice": 0.6497657428730247, + "FN": 94874, + "FP": 10978, + "IoU": 0.4812244537889258, + "TN": 52349078, + "TP": 98190, + "n_pred": 109168, + "n_ref": 193064 + }, + "8": { + "Dice": 0.9147199747266441, + "FN": 7414, + "FP": 2304, + "IoU": 0.8428423572029239, + "TN": 52491284, + "TP": 52118, + "n_pred": 54422, + "n_ref": 59532 + }, + "9": { + "Dice": 0.8758505439066687, + "FN": 8646, + "FP": 11041, + "IoU": 0.7791228640989106, + "TN": 52463989, + "TP": 69444, + "n_pred": 80485, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9748777941410328, + "FN": 10723, + "FP": 3811, + "IoU": 0.9509869053359997, + "TN": 143840717, + "TP": 281999, + "n_pred": 285810, + "n_ref": 292722 + }, + "10": { + "Dice": 0.8963895800538262, + "FN": 10016, + "FP": 10388, + "IoU": 0.8122337048045865, + "TN": 144028583, + "TP": 88263, + "n_pred": 98651, + "n_ref": 98279 + }, + "11": { + "Dice": 0.7101017186951947, + "FN": 2570, + "FP": 736, + "IoU": 0.5505098572399728, + "TN": 144129895, + "TP": 4049, + "n_pred": 4785, + "n_ref": 6619 + }, + "12": { + "Dice": 0.7132810930279285, + "FN": 2096, + "FP": 758, + "IoU": 0.5543410368519676, + "TN": 144130846, + "TP": 3550, + "n_pred": 4308, + "n_ref": 5646 + }, + "13": { + "Dice": 0.8546259956864112, + "FN": 19702, + "FP": 9079, + "IoU": 0.7461545246075145, + "TN": 144023870, + "TP": 84599, + "n_pred": 93678, + "n_ref": 104301 + }, + "14": { + "Dice": 0.9639849215513143, + "FN": 12695, + "FP": 16999, + "IoU": 0.9304738334453313, + "TN": 143710159, + "TP": 397397, + "n_pred": 414396, + "n_ref": 410092 + }, + "15": { + "Dice": 0.8349126791448038, + "FN": 1344, + "FP": 7088, + "IoU": 0.7166095314915641, + "TN": 144107496, + "TP": 21322, + "n_pred": 28410, + "n_ref": 22666 + }, + "2": { + "Dice": 0.962912788241635, + "FN": 5831, + "FP": 4353, + "IoU": 0.9284781234637264, + "TN": 143994860, + "TP": 132206, + "n_pred": 136559, + "n_ref": 138037 + }, + "3": { + "Dice": 0.9622030735202636, + "FN": 7147, + "FP": 5977, + "IoU": 0.9271593015640437, + "TN": 143957076, + "TP": 167050, + "n_pred": 173027, + "n_ref": 174197 + }, + "4": { + "Dice": 0.9275483374939489, + "FN": 2310, + "FP": 5323, + "IoU": 0.8648859150691236, + "TN": 144080757, + "TP": 48860, + "n_pred": 54183, + "n_ref": 51170 + }, + "5": { + "Dice": 0.7867142371729527, + "FN": 8979, + "FP": 3575, + "IoU": 0.6484162769204918, + "TN": 144101543, + "TP": 23153, + "n_pred": 26728, + "n_ref": 32132 + }, + "6": { + "Dice": 0.9787094682757638, + "FN": 33204, + "FP": 24460, + "IoU": 0.9583066109732916, + "TN": 142754201, + "TP": 1325385, + "n_pred": 1349845, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.9498046748886163, + "FN": 13707, + "FP": 11169, + "IoU": 0.904407639395919, + "TN": 143877020, + "TP": 235354, + "n_pred": 246523, + "n_ref": 249061 + }, + "8": { + "Dice": 0.9089591124931714, + "FN": 12812, + "FP": 30518, + "IoU": 0.833111868584744, + "TN": 143877615, + "TP": 216305, + "n_pred": 246823, + "n_ref": 229117 + }, + "9": { + "Dice": 0.8922608904732534, + "FN": 9109, + "FP": 11503, + "IoU": 0.8054792710663156, + "TN": 144031287, + "TP": 85351, + "n_pred": 96854, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9661441050595063, + "FN": 8018, + "FP": 6419, + "IoU": 0.9345055822456914, + "TN": 111558489, + "TP": 205994, + "n_pred": 212413, + "n_ref": 214012 + }, + "10": { + "Dice": 0.7498637844569725, + "FN": 12284, + "FP": 10211, + "IoU": 0.599825663102841, + "TN": 111722707, + "TP": 33718, + "n_pred": 43929, + "n_ref": 46002 + }, + "11": { + "Dice": 0.7712991378050562, + "FN": 1156, + "FP": 409, + "IoU": 0.6277354900095148, + "TN": 111774716, + "TP": 2639, + "n_pred": 3048, + "n_ref": 3795 + }, + "12": { + "Dice": 0.7614960147148988, + "FN": 1555, + "FP": 390, + "IoU": 0.6148514851485148, + "TN": 111773870, + "TP": 3105, + "n_pred": 3495, + "n_ref": 4660 + }, + "13": { + "Dice": 0.7857960165234761, + "FN": 12425, + "FP": 9665, + "IoU": 0.6471696907743419, + "TN": 111716312, + "TP": 40518, + "n_pred": 50183, + "n_ref": 52943 + }, + "14": { + "Dice": 0.8833096859370121, + "FN": 11355, + "FP": 9946, + "IoU": 0.791006848374247, + "TN": 111676998, + "TP": 80621, + "n_pred": 90567, + "n_ref": 91976 + }, + "15": { + "Dice": 0.7733450944228379, + "FN": 1088, + "FP": 4565, + "IoU": 0.6304504151140746, + "TN": 111763623, + "TP": 9644, + "n_pred": 14209, + "n_ref": 10732 + }, + "2": { + "Dice": 0.9663086555595587, + "FN": 7835, + "FP": 6005, + "IoU": 0.9348135309023428, + "TN": 111566606, + "TP": 198474, + "n_pred": 204479, + "n_ref": 206309 + }, + "3": { + "Dice": 0.9398492102801167, + "FN": 3666, + "FP": 3985, + "IoU": 0.8865240863787376, + "TN": 111711496, + "TP": 59773, + "n_pred": 63758, + "n_ref": 63439 + }, + "4": { + "Dice": 0.8743700410927041, + "FN": 1763, + "FP": 3098, + "IoU": 0.7767828442852551, + "TN": 111757143, + "TP": 16916, + "n_pred": 20014, + "n_ref": 18679 + }, + "5": { + "Dice": 0.7065083739665041, + "FN": 9753, + "FP": 4091, + "IoU": 0.5462025108991378, + "TN": 111748413, + "TP": 16663, + "n_pred": 20754, + "n_ref": 26416 + }, + "6": { + "Dice": 0.9727914547754204, + "FN": 25321, + "FP": 42334, + "IoU": 0.9470243012461876, + "TN": 110501825, + "TP": 1209440, + "n_pred": 1251774, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.939872897951964, + "FN": 15222, + "FP": 13332, + "IoU": 0.8865662392143776, + "TN": 111527196, + "TP": 223170, + "n_pred": 236502, + "n_ref": 238392 + }, + "8": { + "Dice": 0.9170167062200418, + "FN": 32845, + "FP": 11388, + "IoU": 0.8467505560675458, + "TN": 111490286, + "TP": 244401, + "n_pred": 255789, + "n_ref": 277246 + }, + "9": { + "Dice": 0.8823272144132761, + "FN": 7712, + "FP": 11660, + "IoU": 0.7894324938314546, + "TN": 111686921, + "TP": 72627, + "n_pred": 84287, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9073225240017332, + "FN": 6256, + "FP": 26256, + "IoU": 0.8303662736095169, + "TN": 198896215, + "TP": 159148, + "n_pred": 185404, + "n_ref": 165404 + }, + "10": { + "Dice": 0.8155027683514914, + "FN": 12901, + "FP": 9825, + "IoU": 0.6884800965018094, + "TN": 199014923, + "TP": 50226, + "n_pred": 60051, + "n_ref": 63127 + }, + "11": { + "Dice": 0.7400076132470499, + "FN": 1519, + "FP": 530, + "IoU": 0.5873111782477342, + "TN": 199082910, + "TP": 2916, + "n_pred": 3446, + "n_ref": 4435 + }, + "12": { + "Dice": 0.7544374131810465, + "FN": 891, + "FP": 700, + "IoU": 0.6057001239157374, + "TN": 199083840, + "TP": 2444, + "n_pred": 3144, + "n_ref": 3335 + }, + "13": { + "Dice": 0.577255988165308, + "FN": 17254, + "FP": 9608, + "IoU": 0.4057342595460378, + "TN": 199042673, + "TP": 18340, + "n_pred": 27948, + "n_ref": 35594 + }, + "14": { + "Dice": 0.6579296200885376, + "FN": 20642, + "FP": 6712, + "IoU": 0.4902348117778606, + "TN": 199034215, + "TP": 26306, + "n_pred": 33018, + "n_ref": 46948 + }, + "15": { + "Dice": 0.873660201607758, + "FN": 29016, + "FP": 2668, + "IoU": 0.775663083959953, + "TN": 198946641, + "TP": 109550, + "n_pred": 112218, + "n_ref": 138566 + }, + "2": { + "Dice": 0.9456205205582799, + "FN": 4236, + "FP": 10180, + "IoU": 0.8968502697519999, + "TN": 198948117, + "TP": 125342, + "n_pred": 135522, + "n_ref": 129578 + }, + "3": { + "Dice": 0.9586060149606241, + "FN": 7733, + "FP": 3589, + "IoU": 0.9205027383794411, + "TN": 198945455, + "TP": 131098, + "n_pred": 134687, + "n_ref": 138831 + }, + "4": { + "Dice": 0.8676148148148148, + "FN": 2479, + "FP": 1989, + "IoU": 0.7661834737558219, + "TN": 199068766, + "TP": 14641, + "n_pred": 16630, + "n_ref": 17120 + }, + "5": { + "Dice": 0.7374928863365927, + "FN": 5813, + "FP": 4335, + "IoU": 0.5841494898168258, + "TN": 199063472, + "TP": 14255, + "n_pred": 18590, + "n_ref": 20068 + }, + "6": { + "Dice": 0.9642546404029148, + "FN": 51744, + "FP": 30053, + "IoU": 0.930976548886513, + "TN": 197902814, + "TP": 1103264, + "n_pred": 1133317, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.9212354814175036, + "FN": 13250, + "FP": 11190, + "IoU": 0.8539727304231445, + "TN": 198920509, + "TP": 142926, + "n_pred": 154116, + "n_ref": 156176 + }, + "8": { + "Dice": 0.9146545921289735, + "FN": 8971, + "FP": 11442, + "IoU": 0.8427313420186907, + "TN": 198958078, + "TP": 109384, + "n_pred": 120826, + "n_ref": 118355 + }, + "9": { + "Dice": 0.921594284568143, + "FN": 6909, + "FP": 9509, + "IoU": 0.8545895773550147, + "TN": 198974967, + "TP": 96490, + "n_pred": 105999, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9451027428137406, + "FN": 11416, + "FP": 8677, + "IoU": 0.895919234195968, + "TN": 130882140, + "TP": 172959, + "n_pred": 181636, + "n_ref": 184375 + }, + "10": { + "Dice": 0.8465244809749876, + "FN": 11039, + "FP": 14953, + "IoU": 0.7338902881012347, + "TN": 130977518, + "TP": 71682, + "n_pred": 86635, + "n_ref": 82721 + }, + "11": { + "Dice": 0.7379056222512778, + "FN": 967, + "FP": 1238, + "IoU": 0.584667545677152, + "TN": 131069883, + "TP": 3104, + "n_pred": 4342, + "n_ref": 4071 + }, + "12": { + "Dice": 0.7888923299267059, + "FN": 814, + "FP": 1231, + "IoU": 0.6513808387316741, + "TN": 131069326, + "TP": 3821, + "n_pred": 5052, + "n_ref": 4635 + }, + "13": { + "Dice": 0.7015158973582238, + "FN": 34579, + "FP": 12717, + "IoU": 0.5402575941676793, + "TN": 130972317, + "TP": 55579, + "n_pred": 68296, + "n_ref": 90158 + }, + "14": { + "Dice": 0.9111984019069681, + "FN": 2332, + "FP": 8248, + "IoU": 0.8368819475493748, + "TN": 131010331, + "TP": 54281, + "n_pred": 62529, + "n_ref": 56613 + }, + "15": { + "Dice": 0.8796819905528575, + "FN": 1134, + "FP": 6100, + "IoU": 0.7852073992695745, + "TN": 131041513, + "TP": 26445, + "n_pred": 32545, + "n_ref": 27579 + }, + "2": { + "Dice": 0.9366028050233752, + "FN": 6995, + "FP": 13753, + "IoU": 0.8807647880282055, + "TN": 130901183, + "TP": 153261, + "n_pred": 167014, + "n_ref": 160256 + }, + "3": { + "Dice": 0.9472165880213971, + "FN": 9809, + "FP": 10281, + "IoU": 0.8997259809035143, + "TN": 130874841, + "TP": 180261, + "n_pred": 190542, + "n_ref": 190070 + }, + "4": { + "Dice": 0.8344749383226835, + "FN": 18623, + "FP": 2981, + "IoU": 0.7159648177120995, + "TN": 130999131, + "TP": 54457, + "n_pred": 57438, + "n_ref": 73080 + }, + "5": { + "Dice": 0.807067348997049, + "FN": 3896, + "FP": 1269, + "IoU": 0.6765405811623246, + "TN": 131059224, + "TP": 10803, + "n_pred": 12072, + "n_ref": 14699 + }, + "6": { + "Dice": 0.9735397355512917, + "FN": 44993, + "FP": 32358, + "IoU": 0.9484436653513917, + "TN": 129574872, + "TP": 1422969, + "n_pred": 1455327, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.9486704851496416, + "FN": 26877, + "FP": 54315, + "IoU": 0.9023531364328443, + "TN": 130243706, + "TP": 750294, + "n_pred": 804609, + "n_ref": 777171 + }, + "8": { + "Dice": 0.9246565828059886, + "FN": 8370, + "FP": 11156, + "IoU": 0.8598709658899263, + "TN": 130935849, + "TP": 119817, + "n_pred": 130973, + "n_ref": 128187 + }, + "9": { + "Dice": 0.7717899018143688, + "FN": 16965, + "FP": 11763, + "IoU": 0.6283858950146173, + "TN": 130997886, + "TP": 48578, + "n_pred": 60341, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9847057099458245, + "FN": 3876, + "FP": 2699, + "IoU": 0.9698722031552853, + "TN": 101398963, + "TP": 211662, + "n_pred": 214361, + "n_ref": 215538 + }, + "10": { + "Dice": 0.8911255365487493, + "FN": 3679, + "FP": 6619, + "IoU": 0.8036306777010793, + "TN": 101564758, + "TP": 42144, + "n_pred": 48763, + "n_ref": 45823 + }, + "11": { + "Dice": 0.871778622729193, + "FN": 832, + "FP": 382, + "IoU": 0.7727017412469575, + "TN": 101611859, + "TP": 4127, + "n_pred": 4509, + "n_ref": 4959 + }, + "12": { + "Dice": 0.8404757022759893, + "FN": 1391, + "FP": 165, + "IoU": 0.7248452696728559, + "TN": 101611545, + "TP": 4099, + "n_pred": 4264, + "n_ref": 5490 + }, + "13": { + "Dice": 0.9150337231113063, + "FN": 2764, + "FP": 7881, + "IoU": 0.8433752666813801, + "TN": 101549235, + "TP": 57320, + "n_pred": 65201, + "n_ref": 60084 + }, + "14": { + "Dice": 0.949042040512479, + "FN": 1214, + "FP": 5289, + "IoU": 0.9030256937920339, + "TN": 101550141, + "TP": 60556, + "n_pred": 65845, + "n_ref": 61770 + }, + "15": { + "Dice": 0.922088768088434, + "FN": 2903, + "FP": 2228, + "IoU": 0.8554403561165267, + "TN": 101581706, + "TP": 30363, + "n_pred": 32591, + "n_ref": 33266 + }, + "2": { + "Dice": 0.9810302677532013, + "FN": 3802, + "FP": 2716, + "IoU": 0.9627668386086976, + "TN": 101442141, + "TP": 168541, + "n_pred": 171257, + "n_ref": 172343 + }, + "3": { + "Dice": 0.9819338171834363, + "FN": 3450, + "FP": 2788, + "IoU": 0.9645088244330401, + "TN": 101441438, + "TP": 169524, + "n_pred": 172312, + "n_ref": 172974 + }, + "4": { + "Dice": 0.9256772673733804, + "FN": 495, + "FP": 2029, + "IoU": 0.861637978291854, + "TN": 101598958, + "TP": 15718, + "n_pred": 17747, + "n_ref": 16213 + }, + "5": { + "Dice": 0.8190722790998757, + "FN": 6330, + "FP": 4291, + "IoU": 0.6935837516588772, + "TN": 101582538, + "TP": 24041, + "n_pred": 28332, + "n_ref": 30371 + }, + "6": { + "Dice": 0.9891525055151201, + "FN": 23551, + "FP": 9571, + "IoU": 0.9785378218889335, + "TN": 100073927, + "TP": 1510151, + "n_pred": 1519722, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.9719040386680733, + "FN": 19245, + "FP": 4378, + "IoU": 0.9453436986650008, + "TN": 101184990, + "TP": 408587, + "n_pred": 412965, + "n_ref": 427832 + }, + "8": { + "Dice": 0.9638679513421451, + "FN": 13212, + "FP": 3187, + "IoU": 0.9302558999026075, + "TN": 101382069, + "TP": 218732, + "n_pred": 221919, + "n_ref": 231944 + }, + "9": { + "Dice": 0.9452366817306178, + "FN": 2981, + "FP": 6059, + "IoU": 0.8961599871348657, + "TN": 101530143, + "TP": 78017, + "n_pred": 84076, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9782678716913924, + "FN": 5061, + "FP": 4115, + "IoU": 0.9574602232689241, + "TN": 118966508, + "TP": 206528, + "n_pred": 210643, + "n_ref": 211589 + }, + "10": { + "Dice": 0.9083804166562959, + "FN": 7756, + "FP": 6968, + "IoU": 0.8321400884673263, + "TN": 119094496, + "TP": 72992, + "n_pred": 79960, + "n_ref": 80748 + }, + "11": { + "Dice": 0.7270931094097308, + "FN": 1094, + "FP": 1116, + "IoU": 0.5712068296468762, + "TN": 119177058, + "TP": 2944, + "n_pred": 4060, + "n_ref": 4038 + }, + "12": { + "Dice": 0.7536332179930796, + "FN": 868, + "FP": 1268, + "IoU": 0.6046640755136036, + "TN": 119176809, + "TP": 3267, + "n_pred": 4535, + "n_ref": 4135 + }, + "13": { + "Dice": 0.793154561379868, + "FN": 3645, + "FP": 11705, + "IoU": 0.6572130415364001, + "TN": 119137432, + "TP": 29430, + "n_pred": 41135, + "n_ref": 33075 + }, + "14": { + "Dice": 0.17888657769279467, + "FN": 58944, + "FP": 4611, + "IoU": 0.09822923465478589, + "TN": 119111734, + "TP": 6923, + "n_pred": 11534, + "n_ref": 65867 + }, + "15": { + "Dice": 0.7230035709298382, + "FN": 2599, + "FP": 11286, + "IoU": 0.5661750921702181, + "TN": 119150206, + "TP": 18121, + "n_pred": 29407, + "n_ref": 20720 + }, + "2": { + "Dice": 0.9563691854127955, + "FN": 9230, + "FP": 7582, + "IoU": 0.9163864961107685, + "TN": 118981144, + "TP": 184256, + "n_pred": 191838, + "n_ref": 193486 + }, + "3": { + "Dice": 0.9681298826488925, + "FN": 9192, + "FP": 3173, + "IoU": 0.9382284324059689, + "TN": 118982039, + "TP": 187808, + "n_pred": 190981, + "n_ref": 197000 + }, + "4": { + "Dice": 0.8809165605832658, + "FN": 5277, + "FP": 5013, + "IoU": 0.78717683557394, + "TN": 119133862, + "TP": 38060, + "n_pred": 43073, + "n_ref": 43337 + }, + "5": { + "Dice": 0.8918566955750741, + "FN": 1628, + "FP": 2275, + "IoU": 0.8048207231084663, + "TN": 119162215, + "TP": 16094, + "n_pred": 18369, + "n_ref": 17722 + }, + "6": { + "Dice": 0.976331146325343, + "FN": 43096, + "FP": 39126, + "IoU": 0.9537568158107124, + "TN": 117404177, + "TP": 1695813, + "n_pred": 1734939, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.9579755379746303, + "FN": 12646, + "FP": 12357, + "IoU": 0.9193407380404732, + "TN": 118872229, + "TP": 284980, + "n_pred": 297337, + "n_ref": 297626 + }, + "8": { + "Dice": 0.9661046306748613, + "FN": 1288, + "FP": 4387, + "IoU": 0.9344317223371191, + "TN": 119095661, + "TP": 80876, + "n_pred": 85263, + "n_ref": 82164 + }, + "9": { + "Dice": 0.9444234766928464, + "FN": 6698, + "FP": 2579, + "IoU": 0.8946992054483541, + "TN": 119094112, + "TP": 78823, + "n_pred": 81402, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 29928, + "IoU": 0.0, + "TN": 61302552, + "TP": 0, + "n_pred": 29928, + "n_ref": 0 + }, + "10": { + "Dice": 0.8243045770053755, + "FN": 2839, + "FP": 10627, + "IoU": 0.7011208522916436, + "TN": 61287425, + "TP": 31589, + "n_pred": 42216, + "n_ref": 34428 + }, + "11": { + "Dice": 0.8509664874756948, + "FN": 144, + "FP": 1159, + "IoU": 0.7405932709536134, + "TN": 61327457, + "TP": 3720, + "n_pred": 4879, + "n_ref": 3864 + }, + "12": { + "Dice": 0.7935053292160574, + "FN": 867, + "FP": 1206, + "IoU": 0.6576948480845443, + "TN": 61326424, + "TP": 3983, + "n_pred": 5189, + "n_ref": 4850 + }, + "13": { + "Dice": 0.6749831742390491, + "FN": 17093, + "FP": 17194, + "IoU": 0.5094147946773501, + "TN": 61262590, + "TP": 35603, + "n_pred": 52797, + "n_ref": 52696 + }, + "14": { + "Dice": 0.9649604673172412, + "FN": 10069, + "FP": 8850, + "IoU": 0.9322933442127791, + "TN": 61053054, + "TP": 260507, + "n_pred": 269357, + "n_ref": 270576 + }, + "15": { + "Dice": 0.8884313849846568, + "FN": 7174, + "FP": 15695, + "IoU": 0.7992591487232604, + "TN": 61218557, + "TP": 91054, + "n_pred": 106749, + "n_ref": 98228 + }, + "2": { + "Dice": 0.9671127549389822, + "FN": 5100, + "FP": 5499, + "IoU": 0.9363197769780283, + "TN": 61166039, + "TP": 155842, + "n_pred": 161341, + "n_ref": 160942 + }, + "3": { + "Dice": 0.9699176867711442, + "FN": 4803, + "FP": 2879, + "IoU": 0.9415924089899942, + "TN": 61200956, + "TP": 123842, + "n_pred": 126721, + "n_ref": 128645 + }, + "4": { + "Dice": 0.9530021506892783, + "FN": 1644, + "FP": 2355, + "IoU": 0.910223599137931, + "TN": 61287936, + "TP": 40545, + "n_pred": 42900, + "n_ref": 42189 + }, + "5": { + "Dice": 0.839200858412958, + "FN": 360, + "FP": 2787, + "IoU": 0.7229509639933093, + "TN": 61321121, + "TP": 8212, + "n_pred": 10999, + "n_ref": 8572 + }, + "6": { + "Dice": 0.9770746330010252, + "FN": 27141, + "FP": 28183, + "IoU": 0.9551768530948987, + "TN": 60098207, + "TP": 1178949, + "n_pred": 1207132, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.6414871218923138, + "FN": 101701, + "FP": 12898, + "IoU": 0.4721980426021877, + "TN": 61115355, + "TP": 102526, + "n_pred": 115424, + "n_ref": 204227 + }, + "8": { + "Dice": 0.9494856277471146, + "FN": 1962, + "FP": 6577, + "IoU": 0.9038292600518076, + "TN": 61243690, + "TP": 80251, + "n_pred": 86828, + "n_ref": 82213 + }, + "9": { + "Dice": 0.8846504301091875, + "FN": 6092, + "FP": 8846, + "IoU": 0.7931597895319856, + "TN": 61260260, + "TP": 57282, + "n_pred": 66128, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9821529043728761, + "FN": 2596, + "FP": 3748, + "IoU": 0.9649316764692876, + "TN": 148926596, + "TP": 174560, + "n_pred": 178308, + "n_ref": 177156 + }, + "10": { + "Dice": 0.8975495570637734, + "FN": 6084, + "FP": 9147, + "IoU": 0.8141405020195488, + "TN": 149025551, + "TP": 66718, + "n_pred": 75865, + "n_ref": 72802 + }, + "11": { + "Dice": 0.8424670612946343, + "FN": 398, + "FP": 427, + "IoU": 0.7278126031012867, + "TN": 149104469, + "TP": 2206, + "n_pred": 2633, + "n_ref": 2604 + }, + "12": { + "Dice": 0.7038588754134509, + "FN": 501, + "FP": 842, + "IoU": 0.5430418509697176, + "TN": 149104561, + "TP": 1596, + "n_pred": 2438, + "n_ref": 2097 + }, + "13": { + "Dice": 0.805754723591097, + "FN": 15367, + "FP": 17901, + "IoU": 0.674697852700747, + "TN": 149005232, + "TP": 69000, + "n_pred": 86901, + "n_ref": 84367 + }, + "14": { + "Dice": 0.9395578011148924, + "FN": 3062, + "FP": 8518, + "IoU": 0.886005670184281, + "TN": 149005916, + "TP": 90004, + "n_pred": 98522, + "n_ref": 93066 + }, + "15": { + "Dice": 0.9095677561422174, + "FN": 1281, + "FP": 6029, + "IoU": 0.834135051733527, + "TN": 149063428, + "TP": 36762, + "n_pred": 42791, + "n_ref": 38043 + }, + "2": { + "Dice": 0.9787466112846204, + "FN": 2663, + "FP": 4040, + "IoU": 0.9583778346290455, + "TN": 148946456, + "TP": 154341, + "n_pred": 158381, + "n_ref": 157004 + }, + "3": { + "Dice": 0.8369139047563107, + "FN": 3093, + "FP": 19119, + "IoU": 0.7195631588914841, + "TN": 149028295, + "TP": 56993, + "n_pred": 76112, + "n_ref": 60086 + }, + "4": { + "Dice": 0.9426181083604902, + "FN": 1102, + "FP": 1909, + "IoU": 0.8914642058971955, + "TN": 149079758, + "TP": 24731, + "n_pred": 26640, + "n_ref": 25833 + }, + "5": { + "Dice": 0.6478731046265556, + "FN": 17031, + "FP": 1106, + "IoU": 0.47915111136637756, + "TN": 149072678, + "TP": 16685, + "n_pred": 17791, + "n_ref": 33716 + }, + "6": { + "Dice": 0.9781651707978383, + "FN": 21600, + "FP": 26815, + "IoU": 0.9572634860778623, + "TN": 147974628, + "TP": 1084457, + "n_pred": 1111272, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.9570839525599557, + "FN": 12379, + "FP": 11185, + "IoU": 0.9176999001110653, + "TN": 148821182, + "TP": 262754, + "n_pred": 273939, + "n_ref": 275133 + }, + "8": { + "Dice": 0.968721296271525, + "FN": 11808, + "FP": 2222, + "IoU": 0.9393399599635088, + "TN": 148876211, + "TP": 217259, + "n_pred": 219481, + "n_ref": 229067 + }, + "9": { + "Dice": 0.9237673314831095, + "FN": 7104, + "FP": 6163, + "IoU": 0.8583342231713829, + "TN": 149013850, + "TP": 80383, + "n_pred": 86546, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9851222364101586, + "FN": 11709, + "FP": 3496, + "IoU": 0.970680678750482, + "TN": 100194200, + "TP": 503395, + "n_pred": 506891, + "n_ref": 515104 + }, + "10": { + "Dice": 0.6933270786912161, + "FN": 11867, + "FP": 11668, + "IoU": 0.5306049183270508, + "TN": 100662661, + "TP": 26604, + "n_pred": 38272, + "n_ref": 38471 + }, + "11": { + "Dice": 0.7332601536772777, + "FN": 809, + "FP": 1135, + "IoU": 0.5788561525129983, + "TN": 100708184, + "TP": 2672, + "n_pred": 3807, + "n_ref": 3481 + }, + "12": { + "Dice": 0.7395755305867665, + "FN": 1430, + "FP": 1699, + "IoU": 0.5867670364500792, + "TN": 100705228, + "TP": 4443, + "n_pred": 6142, + "n_ref": 5873 + }, + "13": { + "Dice": 0.0008426177324220578, + "FN": 39137, + "FP": 3551, + "IoU": 0.00042148644218610966, + "TN": 100670094, + "TP": 18, + "n_pred": 3569, + "n_ref": 39155 + }, + "14": { + "Dice": 0.8285547349233616, + "FN": 35485, + "FP": 13518, + "IoU": 0.7072927430964142, + "TN": 100545387, + "TP": 118410, + "n_pred": 131928, + "n_ref": 153895 + }, + "15": { + "Dice": 0.9122898951947795, + "FN": 2997, + "FP": 14745, + "IoU": 0.8387252183872522, + "TN": 100602789, + "TP": 92269, + "n_pred": 107014, + "n_ref": 95266 + }, + "2": { + "Dice": 0.8936912037784137, + "FN": 36556, + "FP": 10217, + "IoU": 0.8078135208096214, + "TN": 100469427, + "TP": 196600, + "n_pred": 206817, + "n_ref": 233156 + }, + "3": { + "Dice": 0.9089856670341786, + "FN": 9588, + "FP": 33338, + "IoU": 0.8331564852710828, + "TN": 100455517, + "TP": 214357, + "n_pred": 247695, + "n_ref": 223945 + }, + "4": { + "Dice": 0.8121685136475357, + "FN": 1147, + "FP": 24989, + "IoU": 0.6837405162086616, + "TN": 100630159, + "TP": 56505, + "n_pred": 81494, + "n_ref": 57652 + }, + "5": { + "Dice": 0.7350514761028158, + "FN": 5692, + "FP": 2080, + "IoU": 0.5810920066835552, + "TN": 100694247, + "TP": 10781, + "n_pred": 12861, + "n_ref": 16473 + }, + "6": { + "Dice": 0.9643557572738934, + "FN": 62540, + "FP": 86456, + "IoU": 0.9311650830360801, + "TN": 98548259, + "TP": 2015545, + "n_pred": 2102001, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.7957590151973797, + "FN": 18512, + "FP": 60430, + "IoU": 0.6607971537588945, + "TN": 100480072, + "TP": 153786, + "n_pred": 214216, + "n_ref": 172298 + }, + "8": { + "Dice": 0.9503420434929536, + "FN": 1948, + "FP": 8926, + "IoU": 0.9053825940170196, + "TN": 100597874, + "TP": 104052, + "n_pred": 112978, + "n_ref": 106000 + }, + "9": { + "Dice": 0.832081547507891, + "FN": 10512, + "FP": 26355, + "IoU": 0.7124483269635754, + "TN": 100584590, + "TP": 91343, + "n_pred": 117698, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9753405562947475, + "FN": 865, + "FP": 3027, + "IoU": 0.9518680204301209, + "TN": 78869839, + "TP": 76969, + "n_pred": 79996, + "n_ref": 77834 + }, + "10": { + "Dice": 0.8056301880739464, + "FN": 8809, + "FP": 5732, + "IoU": 0.6745232339511147, + "TN": 78906024, + "TP": 30135, + "n_pred": 35867, + "n_ref": 38944 + }, + "11": { + "Dice": 0.6742983751846381, + "FN": 455, + "FP": 427, + "IoU": 0.5086350974930363, + "TN": 78948905, + "TP": 913, + "n_pred": 1340, + "n_ref": 1368 + }, + "12": { + "Dice": 0.41164021164021164, + "FN": 1782, + "FP": 442, + "IoU": 0.25916055962691537, + "TN": 78947698, + "TP": 778, + "n_pred": 1220, + "n_ref": 2560 + }, + "13": { + "Dice": 0.6123929538092914, + "FN": 31802, + "FP": 3140, + "IoU": 0.4413302422255976, + "TN": 78888155, + "TP": 27603, + "n_pred": 30743, + "n_ref": 59405 + }, + "14": { + "Dice": 0.7793986766242309, + "FN": 7127, + "FP": 4275, + "IoU": 0.6385366472229267, + "TN": 78919156, + "TP": 20142, + "n_pred": 24417, + "n_ref": 27269 + }, + "15": { + "Dice": 0.9365195122364873, + "FN": 3899, + "FP": 3587, + "IoU": 0.8806174847701974, + "TN": 78887994, + "TP": 55220, + "n_pred": 58807, + "n_ref": 59119 + }, + "2": { + "Dice": 0.9700064458947708, + "FN": 3811, + "FP": 2145, + "IoU": 0.9417597246396652, + "TN": 78848434, + "TP": 96310, + "n_pred": 98455, + "n_ref": 100121 + }, + "3": { + "Dice": 0.9709948400049311, + "FN": 1973, + "FP": 2968, + "IoU": 0.9436248502481602, + "TN": 78863055, + "TP": 82704, + "n_pred": 85672, + "n_ref": 84677 + }, + "4": { + "Dice": 0.8891246121615529, + "FN": 364, + "FP": 3817, + "IoU": 0.8003819527333492, + "TN": 78929755, + "TP": 16764, + "n_pred": 20581, + "n_ref": 17128 + }, + "5": { + "Dice": 0.6065748420972529, + "FN": 18856, + "FP": 1824, + "IoU": 0.43531210747638033, + "TN": 78914078, + "TP": 15942, + "n_pred": 17766, + "n_ref": 34798 + }, + "6": { + "Dice": 0.974528936290874, + "FN": 18002, + "FP": 18019, + "IoU": 0.950323193680381, + "TN": 78225593, + "TP": 689086, + "n_pred": 707105, + "n_ref": 707088 + }, + "7": { + "Dice": 0.9160090838943723, + "FN": 94904, + "FP": 19933, + "IoU": 0.8450339115250606, + "TN": 78209654, + "TP": 626209, + "n_pred": 646142, + "n_ref": 721113 + }, + "8": { + "Dice": 0.9185671367049236, + "FN": 49665, + "FP": 236, + "IoU": 0.849398208508378, + "TN": 78619356, + "TP": 281443, + "n_pred": 281679, + "n_ref": 331108 + }, + "9": { + "Dice": 0.8605414793440013, + "FN": 9482, + "FP": 5935, + "IoU": 0.7552196624485973, + "TN": 78887717, + "TP": 47566, + "n_pred": 53501, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9838752295069749, + "FN": 2982, + "FP": 1778, + "IoU": 0.9682622233779395, + "TN": 104854461, + "TP": 145219, + "n_pred": 146997, + "n_ref": 148201 + }, + "10": { + "Dice": 0.9299026977958073, + "FN": 5284, + "FP": 7071, + "IoU": 0.8689889189332485, + "TN": 104910135, + "TP": 81950, + "n_pred": 89021, + "n_ref": 87234 + }, + "11": { + "Dice": 0.8915134542798003, + "FN": 670, + "FP": 221, + "IoU": 0.804261862917399, + "TN": 104999888, + "TP": 3661, + "n_pred": 3882, + "n_ref": 4331 + }, + "12": { + "Dice": 0.8327791483428081, + "FN": 951, + "FP": 608, + "IoU": 0.7134717882742143, + "TN": 104998999, + "TP": 3882, + "n_pred": 4490, + "n_ref": 4833 + }, + "13": { + "Dice": 0.9334863116295375, + "FN": 4593, + "FP": 5842, + "IoU": 0.8752689457327277, + "TN": 104920780, + "TP": 73225, + "n_pred": 79067, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9687120720313868, + "FN": 1441, + "FP": 2993, + "IoU": 0.9393226137529935, + "TN": 104931365, + "TP": 68641, + "n_pred": 71634, + "n_ref": 70082 + }, + "15": { + "Dice": 0.92831076634694, + "FN": 1084, + "FP": 2511, + "IoU": 0.8662126456030665, + "TN": 104977569, + "TP": 23276, + "n_pred": 25787, + "n_ref": 24360 + }, + "2": { + "Dice": 0.9583173880945565, + "FN": 11734, + "FP": 2099, + "IoU": 0.9199706101857691, + "TN": 104831591, + "TP": 159016, + "n_pred": 161115, + "n_ref": 170750 + }, + "3": { + "Dice": 0.9629280854825691, + "FN": 3228, + "FP": 8346, + "IoU": 0.9285065693160128, + "TN": 104842551, + "TP": 150315, + "n_pred": 158661, + "n_ref": 153543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 28, + "IoU": 0.0, + "TN": 105004412, + "TP": 0, + "n_pred": 28, + "n_ref": 0 + }, + "5": { + "Dice": 0.7874335679110663, + "FN": 5855, + "FP": 7224, + "IoU": 0.6493941668453785, + "TN": 104967136, + "TP": 24225, + "n_pred": 31449, + "n_ref": 30080 + }, + "6": { + "Dice": 0.9855673214045254, + "FN": 20906, + "FP": 14678, + "IoU": 0.9715453200591739, + "TN": 103753890, + "TP": 1214966, + "n_pred": 1229644, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.9720835393521455, + "FN": 7933, + "FP": 4827, + "IoU": 0.9456834057696483, + "TN": 104769521, + "TP": 222159, + "n_pred": 226986, + "n_ref": 230092 + }, + "8": { + "Dice": 0.9725129722467342, + "FN": 11857, + "FP": 8172, + "IoU": 0.9464965940964338, + "TN": 104630090, + "TP": 354321, + "n_pred": 362493, + "n_ref": 366178 + }, + "9": { + "Dice": 0.9492254872806899, + "FN": 5772, + "FP": 3619, + "IoU": 0.90335792864273, + "TN": 104907267, + "TP": 87782, + "n_pred": 91401, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9873913808946139, + "FN": 8711, + "FP": 1745, + "IoU": 0.9750967572910341, + "TN": 177256423, + "TP": 409409, + "n_pred": 411154, + "n_ref": 418120 + }, + "10": { + "Dice": 0.8515624434225296, + "FN": 13167, + "FP": 7330, + "IoU": 0.7414965128450897, + "TN": 177596997, + "TP": 58794, + "n_pred": 66124, + "n_ref": 71961 + }, + "11": { + "Dice": 0.8169347209082308, + "FN": 1289, + "FP": 259, + "IoU": 0.6905237904838065, + "TN": 177671286, + "TP": 3454, + "n_pred": 3713, + "n_ref": 4743 + }, + "12": { + "Dice": 0.8448721929007554, + "FN": 1116, + "FP": 383, + "IoU": 0.7314101415516933, + "TN": 177670707, + "TP": 4082, + "n_pred": 4465, + "n_ref": 5198 + }, + "13": { + "Dice": 0.9031988818155923, + "FN": 8910, + "FP": 5703, + "IoU": 0.8234846471625638, + "TN": 177593502, + "TP": 68173, + "n_pred": 73876, + "n_ref": 77083 + }, + "14": { + "Dice": 0.9584881068752037, + "FN": 2705, + "FP": 3665, + "IoU": 0.9202853209861094, + "TN": 177596378, + "TP": 73540, + "n_pred": 77205, + "n_ref": 76245 + }, + "15": { + "Dice": 0.8711259317379364, + "FN": 964, + "FP": 5606, + "IoU": 0.7716768027801911, + "TN": 177647513, + "TP": 22205, + "n_pred": 27811, + "n_ref": 23169 + }, + "2": { + "Dice": 0.9796693023891042, + "FN": 6344, + "FP": 2290, + "IoU": 0.9601488073258991, + "TN": 177459632, + "TP": 208022, + "n_pred": 210312, + "n_ref": 214366 + }, + "3": { + "Dice": 0.9816913645326929, + "FN": 5920, + "FP": 1582, + "IoU": 0.9640410876828023, + "TN": 177467661, + "TP": 201125, + "n_pred": 202707, + "n_ref": 207045 + }, + "4": { + "Dice": 0.9477077996643406, + "FN": 2246, + "FP": 1306, + "IoU": 0.9006127759590363, + "TN": 177640549, + "TP": 32187, + "n_pred": 33493, + "n_ref": 34433 + }, + "5": { + "Dice": 0.7766360194699837, + "FN": 8923, + "FP": 3880, + "IoU": 0.6348364279398763, + "TN": 177641227, + "TP": 22258, + "n_pred": 26138, + "n_ref": 31181 + }, + "6": { + "Dice": 0.9614014782771542, + "FN": 96042, + "FP": 41226, + "IoU": 0.9256719109154558, + "TN": 175829503, + "TP": 1709517, + "n_pred": 1750743, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.8825870572928262, + "FN": 11380, + "FP": 83554, + "IoU": 0.7898486079412761, + "TN": 177224547, + "TP": 356807, + "n_pred": 440361, + "n_ref": 368187 + }, + "8": { + "Dice": 0.9621090921757477, + "FN": 6101, + "FP": 9128, + "IoU": 0.926984796689888, + "TN": 177467715, + "TP": 193344, + "n_pred": 202472, + "n_ref": 199445 + }, + "9": { + "Dice": 0.949812406658653, + "FN": 4848, + "FP": 8930, + "IoU": 0.904421660168986, + "TN": 177532134, + "TP": 130376, + "n_pred": 139306, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9808207579524993, + "FN": 4033, + "FP": 3125, + "IoU": 0.9623633581685394, + "TN": 193815348, + "TP": 183029, + "n_pred": 186154, + "n_ref": 187062 + }, + "10": { + "Dice": 0.9341389450995454, + "FN": 5569, + "FP": 5920, + "IoU": 0.8764171847772304, + "TN": 193912569, + "TP": 81477, + "n_pred": 87397, + "n_ref": 87046 + }, + "11": { + "Dice": 0.8162607449856734, + "FN": 833, + "FP": 193, + "IoU": 0.6895612708018154, + "TN": 194002230, + "TP": 2279, + "n_pred": 2472, + "n_ref": 3112 + }, + "12": { + "Dice": 0.7985138611031724, + "FN": 1156, + "FP": 254, + "IoU": 0.6646051379638439, + "TN": 194001331, + "TP": 2794, + "n_pred": 3048, + "n_ref": 3950 + }, + "13": { + "Dice": 0.8730419887759472, + "FN": 8773, + "FP": 8126, + "IoU": 0.7746890124395024, + "TN": 193930532, + "TP": 58104, + "n_pred": 66230, + "n_ref": 66877 + }, + "14": { + "Dice": 0.9274343136581374, + "FN": 1653, + "FP": 9966, + "IoU": 0.864687660129501, + "TN": 193919667, + "TP": 74249, + "n_pred": 84215, + "n_ref": 75902 + }, + "15": { + "Dice": 0.8817614424410541, + "FN": 622, + "FP": 4834, + "IoU": 0.7885271317829458, + "TN": 193979735, + "TP": 20344, + "n_pred": 25178, + "n_ref": 20966 + }, + "2": { + "Dice": 0.9773102354925264, + "FN": 3586, + "FP": 2697, + "IoU": 0.9556272776067121, + "TN": 193863939, + "TP": 135313, + "n_pred": 138010, + "n_ref": 138899 + }, + "3": { + "Dice": 0.9722853587104755, + "FN": 4085, + "FP": 3353, + "IoU": 0.9460654929373206, + "TN": 193867627, + "TP": 130470, + "n_pred": 133823, + "n_ref": 134555 + }, + "4": { + "Dice": 0.9448019918259971, + "FN": 917, + "FP": 1433, + "IoU": 0.8953788620781765, + "TN": 193983073, + "TP": 20112, + "n_pred": 21545, + "n_ref": 21029 + }, + "5": { + "Dice": 0.7049593379355552, + "FN": 10063, + "FP": 4340, + "IoU": 0.5443530528313825, + "TN": 193973925, + "TP": 17207, + "n_pred": 21547, + "n_ref": 27270 + }, + "6": { + "Dice": 0.9736832152177497, + "FN": 20761, + "FP": 52995, + "IoU": 0.9487160588768235, + "TN": 192567346, + "TP": 1364433, + "n_pred": 1417428, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.9671118766147342, + "FN": 13149, + "FP": 7855, + "IoU": 0.9363181304138231, + "TN": 193675708, + "TP": 308823, + "n_pred": 316678, + "n_ref": 321972 + }, + "8": { + "Dice": 0.9679442200350206, + "FN": 11719, + "FP": 3494, + "IoU": 0.9378797530380243, + "TN": 193760639, + "TP": 229683, + "n_pred": 233177, + "n_ref": 241402 + }, + "9": { + "Dice": 0.9316849439624642, + "FN": 5685, + "FP": 7914, + "IoU": 0.8721069114369281, + "TN": 193899204, + "TP": 92732, + "n_pred": 100646, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9742948931368013, + "FN": 1787, + "FP": 4158, + "IoU": 0.9498781731879843, + "TN": 99537189, + "TP": 112666, + "n_pred": 116824, + "n_ref": 114453 + }, + "10": { + "Dice": 0.909089606864297, + "FN": 8221, + "FP": 4472, + "IoU": 0.8333311448717781, + "TN": 99579643, + "TP": 63464, + "n_pred": 67936, + "n_ref": 71685 + }, + "11": { + "Dice": 0.8720108695652173, + "FN": 433, + "FP": 509, + "IoU": 0.7730667309082149, + "TN": 99651649, + "TP": 3209, + "n_pred": 3718, + "n_ref": 3642 + }, + "12": { + "Dice": 0.7476697736351531, + "FN": 1322, + "FP": 194, + "IoU": 0.5970228601807549, + "TN": 99652038, + "TP": 2246, + "n_pred": 2440, + "n_ref": 3568 + }, + "13": { + "Dice": 0.8045245292289288, + "FN": 7770, + "FP": 10531, + "IoU": 0.6729745184232158, + "TN": 99599838, + "TP": 37661, + "n_pred": 48192, + "n_ref": 45431 + }, + "14": { + "Dice": 0.8813054316843286, + "FN": 9772, + "FP": 2179, + "IoU": 0.7877980788011151, + "TN": 99599481, + "TP": 44368, + "n_pred": 46547, + "n_ref": 54140 + }, + "15": { + "Dice": 0.874564009817853, + "FN": 7482, + "FP": 1257, + "IoU": 0.777089072543618, + "TN": 99616596, + "TP": 30465, + "n_pred": 31722, + "n_ref": 37947 + }, + "2": { + "Dice": 0.9660337858936637, + "FN": 4927, + "FP": 2796, + "IoU": 0.9342991799094837, + "TN": 99538252, + "TP": 109825, + "n_pred": 112621, + "n_ref": 114752 + }, + "3": { + "Dice": 0.9698137182233589, + "FN": 4744, + "FP": 2668, + "IoU": 0.9413964594353124, + "TN": 99529323, + "TP": 119065, + "n_pred": 121733, + "n_ref": 123809 + }, + "4": { + "Dice": 0.9382582615039585, + "FN": 1544, + "FP": 741, + "IoU": 0.8836972565786125, + "TN": 99636153, + "TP": 17362, + "n_pred": 18103, + "n_ref": 18906 + }, + "5": { + "Dice": 0.8977777777777778, + "FN": 300, + "FP": 1218, + "IoU": 0.8145161290322581, + "TN": 99647616, + "TP": 6666, + "n_pred": 7884, + "n_ref": 6966 + }, + "6": { + "Dice": 0.9760159940199874, + "FN": 34041, + "FP": 30836, + "IoU": 0.9531555066486442, + "TN": 98270856, + "TP": 1320067, + "n_pred": 1350903, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.9228110219474424, + "FN": 12936, + "FP": 12833, + "IoU": 0.8566844265486135, + "TN": 99475994, + "TP": 154037, + "n_pred": 166870, + "n_ref": 166973 + }, + "8": { + "Dice": 0.9689473373595893, + "FN": 2413, + "FP": 3901, + "IoU": 0.9397651278822395, + "TN": 99550977, + "TP": 98509, + "n_pred": 102410, + "n_ref": 100922 + }, + "9": { + "Dice": 0.9513990848954357, + "FN": 6435, + "FP": 2668, + "IoU": 0.9073033135781349, + "TN": 99557598, + "TP": 89099, + "n_pred": 91767, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9756134312768617, + "FN": 19592, + "FP": 1771, + "IoU": 0.9523879569144775, + "TN": 62634831, + "TP": 427326, + "n_pred": 429097, + "n_ref": 446918 + }, + "10": { + "Dice": 0.9316045982260723, + "FN": 5567, + "FP": 4018, + "IoU": 0.871966124787946, + "TN": 63008657, + "TP": 65278, + "n_pred": 69296, + "n_ref": 70845 + }, + "11": { + "Dice": 0.7911627156910176, + "FN": 1092, + "FP": 203, + "IoU": 0.6544823906083245, + "TN": 63079772, + "TP": 2453, + "n_pred": 2656, + "n_ref": 3545 + }, + "12": { + "Dice": 0.8610945865556217, + "FN": 607, + "FP": 327, + "IoU": 0.756072081483416, + "TN": 63079691, + "TP": 2895, + "n_pred": 3222, + "n_ref": 3502 + }, + "13": { + "Dice": 0.853365517699556, + "FN": 7120, + "FP": 6123, + "IoU": 0.7442350032832478, + "TN": 63031742, + "TP": 38535, + "n_pred": 44658, + "n_ref": 45655 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 63083520, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 63083520, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9839253357760717, + "FN": 1522, + "FP": 2479, + "IoU": 0.9683592854149038, + "TN": 62957069, + "TP": 122450, + "n_pred": 124929, + "n_ref": 123972 + }, + "3": { + "Dice": 0.9873411775758003, + "FN": 1469, + "FP": 1765, + "IoU": 0.9749988403914839, + "TN": 62954166, + "TP": 126120, + "n_pred": 127885, + "n_ref": 127589 + }, + "4": { + "Dice": 0.3933118971061093, + "FN": 13442, + "FP": 709, + "IoU": 0.24479666986871598, + "TN": 63064782, + "TP": 4587, + "n_pred": 5296, + "n_ref": 18029 + }, + "5": { + "Dice": 0.6954637686143688, + "FN": 6843, + "FP": 2012, + "IoU": 0.5331118844247601, + "TN": 63064554, + "TP": 10111, + "n_pred": 12123, + "n_ref": 16954 + }, + "6": { + "Dice": 0.9438240803094031, + "FN": 103736, + "FP": 18390, + "IoU": 0.8936239339615821, + "TN": 61935461, + "TP": 1025933, + "n_pred": 1044323, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.9269975978832108, + "FN": 4609, + "FP": 19339, + "IoU": 0.8639287256528557, + "TN": 62907524, + "TP": 152048, + "n_pred": 171387, + "n_ref": 156657 + }, + "8": { + "Dice": 0.942465499246202, + "FN": 10372, + "FP": 2031, + "IoU": 0.8911912552965637, + "TN": 62969531, + "TP": 101586, + "n_pred": 103617, + "n_ref": 111958 + }, + "9": { + "Dice": 0.9350606985576811, + "FN": 2759, + "FP": 2815, + "IoU": 0.8780413092945912, + "TN": 63037816, + "TP": 40130, + "n_pred": 42945, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9826249511846915, + "FN": 5516, + "FP": 5340, + "IoU": 0.965843375389359, + "TN": 109290988, + "TP": 306974, + "n_pred": 312314, + "n_ref": 312490 + }, + "10": { + "Dice": 0.7081750075842105, + "FN": 19064, + "FP": 37691, + "IoU": 0.5481973268375007, + "TN": 109483199, + "TP": 68864, + "n_pred": 106555, + "n_ref": 87928 + }, + "11": { + "Dice": 0.7911485774499473, + "FN": 712, + "FP": 1270, + "IoU": 0.654463040446304, + "TN": 109603082, + "TP": 3754, + "n_pred": 5024, + "n_ref": 4466 + }, + "12": { + "Dice": 0.8691433678028853, + "FN": 677, + "FP": 348, + "IoU": 0.7685707834725671, + "TN": 109604389, + "TP": 3404, + "n_pred": 3752, + "n_ref": 4081 + }, + "13": { + "Dice": 0.8356512726571539, + "FN": 11440, + "FP": 15834, + "IoU": 0.7176984463788517, + "TN": 109512205, + "TP": 69339, + "n_pred": 85173, + "n_ref": 80779 + }, + "14": { + "Dice": 0.9199306041067868, + "FN": 8099, + "FP": 7362, + "IoU": 0.851732867910777, + "TN": 109504540, + "TP": 88817, + "n_pred": 96179, + "n_ref": 96916 + }, + "15": { + "Dice": 0.9358246706451446, + "FN": 4199, + "FP": 9426, + "IoU": 0.8793895562420884, + "TN": 109495851, + "TP": 99342, + "n_pred": 108768, + "n_ref": 103541 + }, + "2": { + "Dice": 0.9625274058647356, + "FN": 12553, + "FP": 3137, + "IoU": 0.9277617657621157, + "TN": 109391620, + "TP": 201508, + "n_pred": 204645, + "n_ref": 214061 + }, + "3": { + "Dice": 0.9708811510509702, + "FN": 7625, + "FP": 6655, + "IoU": 0.9434101338659439, + "TN": 109356476, + "TP": 238062, + "n_pred": 244717, + "n_ref": 245687 + }, + "4": { + "Dice": 0.6509075992205927, + "FN": 24902, + "FP": 2330, + "IoU": 0.4824781451919422, + "TN": 109556198, + "TP": 25388, + "n_pred": 27718, + "n_ref": 50290 + }, + "5": { + "Dice": 0.8382352941176471, + "FN": 1888, + "FP": 1456, + "IoU": 0.7215189873417721, + "TN": 109596810, + "TP": 8664, + "n_pred": 10120, + "n_ref": 10552 + }, + "6": { + "Dice": 0.9711571010863479, + "FN": 31188, + "FP": 41236, + "IoU": 0.943931383607532, + "TN": 108317115, + "TP": 1219279, + "n_pred": 1260515, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.8572235210998322, + "FN": 285556, + "FP": 18381, + "IoU": 0.7501235254026599, + "TN": 108392469, + "TP": 912412, + "n_pred": 930793, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.9624303572913491, + "FN": 2614, + "FP": 4163, + "IoU": 0.9275814535001763, + "TN": 109515237, + "TP": 86804, + "n_pred": 90967, + "n_ref": 89418 + }, + "9": { + "Dice": 0.8297169732650644, + "FN": 5452, + "FP": 14968, + "IoU": 0.7089882996764953, + "TN": 109538649, + "TP": 49749, + "n_pred": 64717, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9523165200831892, + "FN": 1767, + "FP": 3942, + "IoU": 0.9089735004304984, + "TN": 67004634, + "TP": 57009, + "n_pred": 60951, + "n_ref": 58776 + }, + "10": { + "Dice": 0.8307237005071509, + "FN": 15077, + "FP": 10891, + "IoU": 0.7104597098799157, + "TN": 66977665, + "TP": 63719, + "n_pred": 74610, + "n_ref": 78796 + }, + "11": { + "Dice": 0.7744282744282744, + "FN": 891, + "FP": 411, + "IoU": 0.631891433418151, + "TN": 67063815, + "TP": 2235, + "n_pred": 2646, + "n_ref": 3126 + }, + "12": { + "Dice": 0.7246279886306638, + "FN": 1144, + "FP": 503, + "IoU": 0.5681699003670687, + "TN": 67063538, + "TP": 2167, + "n_pred": 2670, + "n_ref": 3311 + }, + "13": { + "Dice": 0.6282745499780477, + "FN": 12453, + "FP": 18027, + "IoU": 0.4580177104448949, + "TN": 67011114, + "TP": 25758, + "n_pred": 43785, + "n_ref": 38211 + }, + "14": { + "Dice": 0.9065672760059177, + "FN": 4087, + "FP": 10628, + "IoU": 0.8291020161664964, + "TN": 66981248, + "TP": 71389, + "n_pred": 82017, + "n_ref": 75476 + }, + "15": { + "Dice": 0.6949074207804963, + "FN": 7305, + "FP": 13819, + "IoU": 0.5324583342555499, + "TN": 67022171, + "TP": 24057, + "n_pred": 37876, + "n_ref": 31362 + }, + "2": { + "Dice": 0.9794450610432852, + "FN": 2635, + "FP": 3384, + "IoU": 0.9597181137985036, + "TN": 66917930, + "TP": 143403, + "n_pred": 146787, + "n_ref": 146038 + }, + "3": { + "Dice": 0.9817215145742283, + "FN": 2680, + "FP": 3192, + "IoU": 0.9640992406549198, + "TN": 66903790, + "TP": 157690, + "n_pred": 160882, + "n_ref": 160370 + }, + "4": { + "Dice": 0.0, + "FN": 13039, + "FP": 0, + "IoU": 0.0, + "TN": 67054313, + "TP": 0, + "n_pred": 0, + "n_ref": 13039 + }, + "5": { + "Dice": 0.8311422023881317, + "FN": 2030, + "FP": 770, + "IoU": 0.7110721287792797, + "TN": 67057661, + "TP": 6891, + "n_pred": 7661, + "n_ref": 8921 + }, + "6": { + "Dice": 0.9804564792169236, + "FN": 22725, + "FP": 19419, + "IoU": 0.9616622137560824, + "TN": 65968071, + "TP": 1057137, + "n_pred": 1076556, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.9509614088232172, + "FN": 20102, + "FP": 14088, + "IoU": 0.9065075554145771, + "TN": 66701654, + "TP": 331508, + "n_pred": 345596, + "n_ref": 351610 + }, + "8": { + "Dice": 0.9678344821018297, + "FN": 4413, + "FP": 991, + "IoU": 0.9376737212386829, + "TN": 66980647, + "TP": 81301, + "n_pred": 82292, + "n_ref": 85714 + }, + "9": { + "Dice": 0.9199620684983805, + "FN": 2644, + "FP": 10354, + "IoU": 0.8517868138383999, + "TN": 66979654, + "TP": 74700, + "n_pred": 85054, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9598251363666973, + "FN": 9180, + "FP": 5138, + "IoU": 0.9227536349167813, + "TN": 74333925, + "TP": 171037, + "n_pred": 176175, + "n_ref": 180217 + }, + "10": { + "Dice": 0.8325045931869132, + "FN": 6759, + "FP": 13115, + "IoU": 0.713068838068838, + "TN": 74450016, + "TP": 49390, + "n_pred": 62505, + "n_ref": 56149 + }, + "11": { + "Dice": 0.7766179540709812, + "FN": 969, + "FP": 422, + "IoU": 0.6348122866894198, + "TN": 74515471, + "TP": 2418, + "n_pred": 2840, + "n_ref": 3387 + }, + "12": { + "Dice": 0.8319384754580411, + "FN": 362, + "FP": 381, + "IoU": 0.7122385747482571, + "TN": 74516698, + "TP": 1839, + "n_pred": 2220, + "n_ref": 2201 + }, + "13": { + "Dice": 0.6609202428984798, + "FN": 10456, + "FP": 22824, + "IoU": 0.4935630154913717, + "TN": 74453566, + "TP": 32434, + "n_pred": 55258, + "n_ref": 42890 + }, + "14": { + "Dice": 0.8098536081914229, + "FN": 2107, + "FP": 11895, + "IoU": 0.6804655408489274, + "TN": 74475460, + "TP": 29818, + "n_pred": 41713, + "n_ref": 31925 + }, + "15": { + "Dice": 0.8709299060016851, + "FN": 3999, + "FP": 3814, + "IoU": 0.7713692096099259, + "TN": 74485107, + "TP": 26360, + "n_pred": 30174, + "n_ref": 30359 + }, + "2": { + "Dice": 0.9786002573185992, + "FN": 2096, + "FP": 3975, + "IoU": 0.958097223276713, + "TN": 74374397, + "TP": 138812, + "n_pred": 142787, + "n_ref": 140908 + }, + "3": { + "Dice": 0.981160643527676, + "FN": 3358, + "FP": 2490, + "IoU": 0.963018004059925, + "TN": 74361149, + "TP": 152283, + "n_pred": 154773, + "n_ref": 155641 + }, + "4": { + "Dice": 0.8726805365892842, + "FN": 2414, + "FP": 756, + "IoU": 0.7741199942995582, + "TN": 74505246, + "TP": 10864, + "n_pred": 11620, + "n_ref": 13278 + }, + "5": { + "Dice": 0.7329324031753669, + "FN": 2537, + "FP": 3014, + "IoU": 0.5784477521263669, + "TN": 74506112, + "TP": 7617, + "n_pred": 10631, + "n_ref": 10154 + }, + "6": { + "Dice": 0.9825063449097639, + "FN": 35184, + "FP": 20751, + "IoU": 0.9656142227468049, + "TN": 72892590, + "TP": 1570755, + "n_pred": 1591506, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.8215614780287938, + "FN": 46983, + "FP": 5234, + "IoU": 0.6971610845295055, + "TN": 74346855, + "TP": 120208, + "n_pred": 125442, + "n_ref": 167191 + }, + "8": { + "Dice": 0.9686736177717273, + "FN": 1762, + "FP": 2288, + "IoU": 0.9392503037484813, + "TN": 74452613, + "TP": 62617, + "n_pred": 64905, + "n_ref": 64379 + }, + "9": { + "Dice": 0.9427142423419249, + "FN": 4364, + "FP": 6391, + "IoU": 0.8916361877701539, + "TN": 74420031, + "TP": 88494, + "n_pred": 94885, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9647674298145654, + "FN": 3536, + "FP": 16870, + "IoU": 0.9319330337933174, + "TN": 65751387, + "TP": 279387, + "n_pred": 296257, + "n_ref": 282923 + }, + "10": { + "Dice": 0.8743768517040112, + "FN": 9604, + "FP": 11639, + "IoU": 0.7767935947547598, + "TN": 65956008, + "TP": 73929, + "n_pred": 85568, + "n_ref": 83533 + }, + "11": { + "Dice": 0.7523510971786834, + "FN": 757, + "FP": 1139, + "IoU": 0.6030150753768844, + "TN": 66046404, + "TP": 2880, + "n_pred": 4019, + "n_ref": 3637 + }, + "12": { + "Dice": 0.8560630956293132, + "FN": 421, + "FP": 455, + "IoU": 0.7483481758115484, + "TN": 66047699, + "TP": 2605, + "n_pred": 3060, + "n_ref": 3026 + }, + "13": { + "Dice": 0.7852139587997806, + "FN": 3963, + "FP": 19924, + "IoU": 0.6463804589193191, + "TN": 65983630, + "TP": 43663, + "n_pred": 63587, + "n_ref": 47626 + }, + "14": { + "Dice": 0.9678842853640598, + "FN": 1423, + "FP": 2376, + "IoU": 0.9377672209026128, + "TN": 65990135, + "TP": 57246, + "n_pred": 59622, + "n_ref": 58669 + }, + "15": { + "Dice": 0.8947052947052947, + "FN": 2206, + "FP": 3064, + "IoU": 0.809472161966739, + "TN": 66023520, + "TP": 22390, + "n_pred": 25454, + "n_ref": 24596 + }, + "2": { + "Dice": 0.969707633814285, + "FN": 3418, + "FP": 5362, + "IoU": 0.9411965628788234, + "TN": 65901869, + "TP": 140531, + "n_pred": 145893, + "n_ref": 143949 + }, + "3": { + "Dice": 0.9728385007412309, + "FN": 3925, + "FP": 4613, + "IoU": 0.947113478691774, + "TN": 65889740, + "TP": 152902, + "n_pred": 157515, + "n_ref": 156827 + }, + "4": { + "Dice": 0.9133906738940852, + "FN": 2820, + "FP": 2245, + "IoU": 0.840587920561483, + "TN": 66019407, + "TP": 26708, + "n_pred": 28953, + "n_ref": 29528 + }, + "5": { + "Dice": 0.9390712806861875, + "FN": 454, + "FP": 782, + "IoU": 0.8851407861722889, + "TN": 66040419, + "TP": 9525, + "n_pred": 10307, + "n_ref": 9979 + }, + "6": { + "Dice": 0.982238730984308, + "FN": 19545, + "FP": 16762, + "IoU": 0.9650973768477761, + "TN": 65010943, + "TP": 1003930, + "n_pred": 1020692, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.9619384986037228, + "FN": 61804, + "FP": 10583, + "IoU": 0.9266681187095729, + "TN": 65064065, + "TP": 914728, + "n_pred": 925311, + "n_ref": 976532 + }, + "8": { + "Dice": 0.9673881358402565, + "FN": 1651, + "FP": 3719, + "IoU": 0.9368361621793289, + "TN": 65966163, + "TP": 79647, + "n_pred": 83366, + "n_ref": 81298 + }, + "9": { + "Dice": 0.9428191775902316, + "FN": 4453, + "FP": 3508, + "IoU": 0.8918239506474801, + "TN": 65977587, + "TP": 65632, + "n_pred": 69140, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9867620494695039, + "FN": 2329, + "FP": 1731, + "IoU": 0.9738700065003186, + "TN": 113317163, + "TP": 151317, + "n_pred": 153048, + "n_ref": 153646 + }, + "10": { + "Dice": 0.919488813997282, + "FN": 5127, + "FP": 8084, + "IoU": 0.850975747320925, + "TN": 113383890, + "TP": 75439, + "n_pred": 83523, + "n_ref": 80566 + }, + "11": { + "Dice": 0.701748312272806, + "FN": 1203, + "FP": 520, + "IoU": 0.5405333333333333, + "TN": 113468790, + "TP": 2027, + "n_pred": 2547, + "n_ref": 3230 + }, + "12": { + "Dice": 0.8912987348308804, + "FN": 631, + "FP": 211, + "IoU": 0.8039124359571496, + "TN": 113468246, + "TP": 3452, + "n_pred": 3663, + "n_ref": 4083 + }, + "13": { + "Dice": 0.7735506898120559, + "FN": 16517, + "FP": 18822, + "IoU": 0.6307237350832828, + "TN": 113376842, + "TP": 60359, + "n_pred": 79181, + "n_ref": 76876 + }, + "14": { + "Dice": 0.9831026158924084, + "FN": 4167, + "FP": 4751, + "IoU": 0.9667667861641314, + "TN": 113204194, + "TP": 259428, + "n_pred": 264179, + "n_ref": 263595 + }, + "15": { + "Dice": 0.9007872626634618, + "FN": 1459, + "FP": 3040, + "IoU": 0.8194840107531196, + "TN": 113447617, + "TP": 20424, + "n_pred": 23464, + "n_ref": 21883 + }, + "2": { + "Dice": 0.9763788859873341, + "FN": 3517, + "FP": 2462, + "IoU": 0.9538479351601699, + "TN": 113342990, + "TP": 123571, + "n_pred": 126033, + "n_ref": 127088 + }, + "3": { + "Dice": 0.980350371890335, + "FN": 2531, + "FP": 2190, + "IoU": 0.9614580782104661, + "TN": 113350050, + "TP": 117769, + "n_pred": 119959, + "n_ref": 120300 + }, + "4": { + "Dice": 0.9273069331359487, + "FN": 1025, + "FP": 3689, + "IoU": 0.8644662315632098, + "TN": 113437759, + "TP": 30067, + "n_pred": 33756, + "n_ref": 31092 + }, + "5": { + "Dice": 0.7964451435312623, + "FN": 7509, + "FP": 5432, + "IoU": 0.6617439489779915, + "TN": 113434282, + "TP": 25317, + "n_pred": 30749, + "n_ref": 32826 + }, + "6": { + "Dice": 0.9746078693784344, + "FN": 20311, + "FP": 38222, + "IoU": 0.9504733265191463, + "TN": 112290692, + "TP": 1123315, + "n_pred": 1161537, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.9438839777124636, + "FN": 10084, + "FP": 14641, + "IoU": 0.8937313304536565, + "TN": 113239875, + "TP": 207940, + "n_pred": 222581, + "n_ref": 218024 + }, + "8": { + "Dice": 0.956839093343747, + "FN": 16105, + "FP": 1800, + "IoU": 0.9172497619861906, + "TN": 113256166, + "TP": 198469, + "n_pred": 200269, + "n_ref": 214574 + }, + "9": { + "Dice": 0.9258586277020411, + "FN": 7898, + "FP": 7852, + "IoU": 0.8619523012332261, + "TN": 113358449, + "TP": 98341, + "n_pred": 106193, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.943322907420177, + "FN": 3383, + "FP": 11494, + "IoU": 0.892725804358172, + "TN": 75058046, + "TP": 123805, + "n_pred": 135299, + "n_ref": 127188 + }, + "10": { + "Dice": 0.9269288464809861, + "FN": 10148, + "FP": 4027, + "IoU": 0.8638093042024557, + "TN": 75092646, + "TP": 89907, + "n_pred": 93934, + "n_ref": 100055 + }, + "11": { + "Dice": 0.772957568081064, + "FN": 1103, + "FP": 331, + "IoU": 0.6299354838709678, + "TN": 75192853, + "TP": 2441, + "n_pred": 2772, + "n_ref": 3544 + }, + "12": { + "Dice": 0.6926083866382374, + "FN": 1157, + "FP": 573, + "IoU": 0.5297635226963849, + "TN": 75193049, + "TP": 1949, + "n_pred": 2522, + "n_ref": 3106 + }, + "13": { + "Dice": 0.8112607814164462, + "FN": 8043, + "FP": 13927, + "IoU": 0.682454796421293, + "TN": 75127541, + "TP": 47217, + "n_pred": 61144, + "n_ref": 55260 + }, + "14": { + "Dice": 0.955905673675555, + "FN": 2854, + "FP": 9158, + "IoU": 0.9155357419100791, + "TN": 75054514, + "TP": 130202, + "n_pred": 139360, + "n_ref": 133056 + }, + "15": { + "Dice": 0.9211716838331532, + "FN": 9061, + "FP": 2021, + "IoU": 0.8538630939037095, + "TN": 75120895, + "TP": 64751, + "n_pred": 66772, + "n_ref": 73812 + }, + "2": { + "Dice": 0.9599906230639139, + "FN": 2983, + "FP": 8964, + "IoU": 0.9230595842242201, + "TN": 75041452, + "TP": 143329, + "n_pred": 152293, + "n_ref": 146312 + }, + "3": { + "Dice": 0.9661596715665377, + "FN": 3606, + "FP": 6475, + "IoU": 0.9345347100461069, + "TN": 75042738, + "TP": 143909, + "n_pred": 150384, + "n_ref": 147515 + }, + "4": { + "Dice": 0.9393502518021132, + "FN": 1181, + "FP": 1890, + "IoU": 0.885636614158567, + "TN": 75169875, + "TP": 23782, + "n_pred": 25672, + "n_ref": 24963 + }, + "5": { + "Dice": 0.911845553921882, + "FN": 569, + "FP": 810, + "IoU": 0.8379743860885912, + "TN": 75188217, + "TP": 7132, + "n_pred": 7942, + "n_ref": 7701 + }, + "6": { + "Dice": 0.9855018538278635, + "FN": 24941, + "FP": 11296, + "IoU": 0.9714180923309907, + "TN": 73928898, + "TP": 1231593, + "n_pred": 1242889, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.9592537816697102, + "FN": 8148, + "FP": 4057, + "IoU": 0.921698070840631, + "TN": 75040857, + "TP": 143666, + "n_pred": 147723, + "n_ref": 151814 + }, + "8": { + "Dice": 0.9582395993135941, + "FN": 5724, + "FP": 1163, + "IoU": 0.9198272450001164, + "TN": 75110826, + "TP": 79015, + "n_pred": 80178, + "n_ref": 84739 + }, + "9": { + "Dice": 0.9105600586740178, + "FN": 5225, + "FP": 8921, + "IoU": 0.8358056503470529, + "TN": 75110574, + "TP": 72008, + "n_pred": 80929, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9823595291537128, + "FN": 4458, + "FP": 3134, + "IoU": 0.9653306421046383, + "TN": 86708889, + "TP": 211391, + "n_pred": 214525, + "n_ref": 215849 + }, + "10": { + "Dice": 0.7602439439347738, + "FN": 10737, + "FP": 25903, + "IoU": 0.6132205930476824, + "TN": 86833141, + "TP": 58091, + "n_pred": 83994, + "n_ref": 68828 + }, + "11": { + "Dice": 0.6893578398003177, + "FN": 1071, + "FP": 298, + "IoU": 0.5259695290858726, + "TN": 86924984, + "TP": 1519, + "n_pred": 1817, + "n_ref": 2590 + }, + "12": { + "Dice": 0.7990285367334548, + "FN": 967, + "FP": 1019, + "IoU": 0.6653185035389282, + "TN": 86921938, + "TP": 3948, + "n_pred": 4967, + "n_ref": 4915 + }, + "13": { + "Dice": 0.6702801600914808, + "FN": 11399, + "FP": 31852, + "IoU": 0.5040762271679681, + "TN": 86840659, + "TP": 43962, + "n_pred": 75814, + "n_ref": 55361 + }, + "14": { + "Dice": 0.9180115006492302, + "FN": 9043, + "FP": 4217, + "IoU": 0.848448482770444, + "TN": 86840377, + "TP": 74235, + "n_pred": 78452, + "n_ref": 83278 + }, + "15": { + "Dice": 0.9487006193698907, + "FN": 8945, + "FP": 7678, + "IoU": 0.9024076650756468, + "TN": 86757541, + "TP": 153708, + "n_pred": 161386, + "n_ref": 162653 + }, + "2": { + "Dice": 0.9619730053046872, + "FN": 4804, + "FP": 4637, + "IoU": 0.9267321661389458, + "TN": 86799016, + "TP": 119415, + "n_pred": 124052, + "n_ref": 124219 + }, + "3": { + "Dice": 0.9697791334802011, + "FN": 7255, + "FP": 2910, + "IoU": 0.941331286325255, + "TN": 86754611, + "TP": 163096, + "n_pred": 166006, + "n_ref": 170351 + }, + "4": { + "Dice": 0.9084155473671699, + "FN": 1237, + "FP": 1845, + "IoU": 0.8321990526487723, + "TN": 86909505, + "TP": 15285, + "n_pred": 17130, + "n_ref": 16522 + }, + "5": { + "Dice": 0.8955098615190936, + "FN": 138, + "FP": 1107, + "IoU": 0.810790273556231, + "TN": 86921292, + "TP": 5335, + "n_pred": 6442, + "n_ref": 5473 + }, + "6": { + "Dice": 0.9750099855860237, + "FN": 23367, + "FP": 35632, + "IoU": 0.9512385212293721, + "TN": 85717921, + "TP": 1150952, + "n_pred": 1186584, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.95899548695447, + "FN": 61990, + "FP": 20209, + "IoU": 0.9212212578683862, + "TN": 85884456, + "TP": 961217, + "n_pred": 981426, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.9576358485706927, + "FN": 2329, + "FP": 2277, + "IoU": 0.9187152563310685, + "TN": 86871207, + "TP": 52059, + "n_pred": 54336, + "n_ref": 54388 + }, + "9": { + "Dice": 0.8621969232986274, + "FN": 2896, + "FP": 12404, + "IoU": 0.7577734152365271, + "TN": 86864708, + "TP": 47864, + "n_pred": 60268, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9402226390384124, + "FN": 3748, + "FP": 7024, + "IoU": 0.8871888319876005, + "TN": 37654113, + "TP": 84715, + "n_pred": 91739, + "n_ref": 88463 + }, + "10": { + "Dice": 0.8923134215869695, + "FN": 8926, + "FP": 3219, + "IoU": 0.8055648944174951, + "TN": 37687137, + "TP": 50318, + "n_pred": 53537, + "n_ref": 59244 + }, + "11": { + "Dice": 0.8430389510219822, + "FN": 402, + "FP": 412, + "IoU": 0.7286666666666667, + "TN": 37746600, + "TP": 2186, + "n_pred": 2598, + "n_ref": 2588 + }, + "12": { + "Dice": 0.8190598840952994, + "FN": 373, + "FP": 751, + "IoU": 0.693565976008724, + "TN": 37745932, + "TP": 2544, + "n_pred": 3295, + "n_ref": 2917 + }, + "13": { + "Dice": 0.8274924040497109, + "FN": 7165, + "FP": 8562, + "IoU": 0.7057458790951784, + "TN": 37696153, + "TP": 37720, + "n_pred": 46282, + "n_ref": 44885 + }, + "14": { + "Dice": 0.9024389092642678, + "FN": 4680, + "FP": 15989, + "IoU": 0.8222220310846959, + "TN": 37633337, + "TP": 95594, + "n_pred": 111583, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 672, + "IoU": 0.0, + "TN": 37748928, + "TP": 0, + "n_pred": 672, + "n_ref": 0 + }, + "2": { + "Dice": 0.9211155378486056, + "FN": 11798, + "FP": 3349, + "IoU": 0.8537666174298375, + "TN": 37646019, + "TP": 88434, + "n_pred": 91783, + "n_ref": 100232 + }, + "3": { + "Dice": 0.9620928990923652, + "FN": 4906, + "FP": 1697, + "IoU": 0.926954732510288, + "TN": 37659204, + "TP": 83793, + "n_pred": 85490, + "n_ref": 88699 + }, + "4": { + "Dice": 0.6146741326560065, + "FN": 6370, + "FP": 305, + "IoU": 0.44370364197016415, + "TN": 37737601, + "TP": 5324, + "n_pred": 5629, + "n_ref": 11694 + }, + "5": { + "Dice": 0.8530949393559181, + "FN": 1890, + "FP": 920, + "IoU": 0.7438235025982314, + "TN": 37738631, + "TP": 8159, + "n_pred": 9079, + "n_ref": 10049 + }, + "6": { + "Dice": 0.9696910136875968, + "FN": 37016, + "FP": 7087, + "IoU": 0.94116524903683, + "TN": 36999992, + "TP": 705505, + "n_pred": 712592, + "n_ref": 742521 + }, + "7": { + "Dice": 0.9465868814179798, + "FN": 28278, + "FP": 7498, + "IoU": 0.8985903675588953, + "TN": 37396813, + "TP": 317011, + "n_pred": 324509, + "n_ref": 345289 + }, + "8": { + "Dice": 0.9513779362821149, + "FN": 4192, + "FP": 3361, + "IoU": 0.9072648470784682, + "TN": 37668153, + "TP": 73894, + "n_pred": 77255, + "n_ref": 78086 + }, + "9": { + "Dice": 0.9453130616059233, + "FN": 2170, + "FP": 3916, + "IoU": 0.8962973060473358, + "TN": 37690913, + "TP": 52601, + "n_pred": 56517, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9786217501336298, + "FN": 4871, + "FP": 3568, + "IoU": 0.9581384274255554, + "TN": 75705095, + "TP": 193154, + "n_pred": 196722, + "n_ref": 198025 + }, + "10": { + "Dice": 0.9378892202925736, + "FN": 8613, + "FP": 5360, + "IoU": 0.8830427467753681, + "TN": 75787217, + "TP": 105498, + "n_pred": 110858, + "n_ref": 114111 + }, + "11": { + "Dice": 0.755498362189986, + "FN": 1113, + "FP": 977, + "IoU": 0.6070689979319421, + "TN": 75901369, + "TP": 3229, + "n_pred": 4206, + "n_ref": 4342 + }, + "12": { + "Dice": 0.8972063423578902, + "FN": 425, + "FP": 528, + "IoU": 0.8135758998435054, + "TN": 75901576, + "TP": 4159, + "n_pred": 4687, + "n_ref": 4584 + }, + "13": { + "Dice": 0.8785156936046365, + "FN": 6486, + "FP": 3198, + "IoU": 0.7833508579610282, + "TN": 75861989, + "TP": 35015, + "n_pred": 38213, + "n_ref": 41501 + }, + "14": { + "Dice": 0.9408175387439927, + "FN": 1719, + "FP": 13625, + "IoU": 0.8882487891919449, + "TN": 75769383, + "TP": 121961, + "n_pred": 135586, + "n_ref": 123680 + }, + "15": { + "Dice": 0.9039224770719019, + "FN": 25334, + "FP": 9090, + "IoU": 0.8246884532921842, + "TN": 75710329, + "TP": 161935, + "n_pred": 171025, + "n_ref": 187269 + }, + "2": { + "Dice": 0.9595278025603525, + "FN": 9341, + "FP": 6128, + "IoU": 0.9222041731835989, + "TN": 75707847, + "TP": 183372, + "n_pred": 189500, + "n_ref": 192713 + }, + "3": { + "Dice": 0.9694358682619354, + "FN": 5849, + "FP": 9624, + "IoU": 0.9406846584374761, + "TN": 75645828, + "TP": 245387, + "n_pred": 255011, + "n_ref": 251236 + }, + "4": { + "Dice": 0.924577224768024, + "FN": 1829, + "FP": 2796, + "IoU": 0.8597337215297365, + "TN": 75873715, + "TP": 28348, + "n_pred": 31144, + "n_ref": 30177 + }, + "5": { + "Dice": 0.8999701403404001, + "FN": 587, + "FP": 1423, + "IoU": 0.8181324647122693, + "TN": 75895636, + "TP": 9042, + "n_pred": 10465, + "n_ref": 9629 + }, + "6": { + "Dice": 0.9817902439802472, + "FN": 45053, + "FP": 16595, + "IoU": 0.9642318178310608, + "TN": 74183145, + "TP": 1661895, + "n_pred": 1678490, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.9551313931412018, + "FN": 10623, + "FP": 14097, + "IoU": 0.9141162696165458, + "TN": 75618857, + "TP": 263111, + "n_pred": 277208, + "n_ref": 273734 + }, + "8": { + "Dice": 0.9617841017923109, + "FN": 3876, + "FP": 3107, + "IoU": 0.9263815969806228, + "TN": 75811834, + "TP": 87871, + "n_pred": 90978, + "n_ref": 91747 + }, + "9": { + "Dice": 0.9259425909505975, + "FN": 7779, + "FP": 3413, + "IoU": 0.8620978572924752, + "TN": 75825529, + "TP": 69967, + "n_pred": 73380, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9810201785470184, + "FN": 1752, + "FP": 1858, + "IoU": 0.9627474047014632, + "TN": 61290844, + "TP": 93296, + "n_pred": 95154, + "n_ref": 95048 + }, + "10": { + "Dice": 0.9365092602690513, + "FN": 5061, + "FP": 4836, + "IoU": 0.8805993557649386, + "TN": 61304861, + "TP": 72992, + "n_pred": 77828, + "n_ref": 78053 + }, + "11": { + "Dice": 0.8896656534954407, + "FN": 415, + "FP": 311, + "IoU": 0.801259238981659, + "TN": 61384097, + "TP": 2927, + "n_pred": 3238, + "n_ref": 3342 + }, + "12": { + "Dice": 0.8793640897755611, + "FN": 548, + "FP": 226, + "IoU": 0.7847009735744089, + "TN": 61384155, + "TP": 2821, + "n_pred": 3047, + "n_ref": 3369 + }, + "13": { + "Dice": 0.8944644897854364, + "FN": 4625, + "FP": 3594, + "IoU": 0.8090780273641665, + "TN": 61344701, + "TP": 34830, + "n_pred": 38424, + "n_ref": 39455 + }, + "14": { + "Dice": 0.9322775790361516, + "FN": 2351, + "FP": 6963, + "IoU": 0.8731460169156804, + "TN": 61314327, + "TP": 64109, + "n_pred": 71072, + "n_ref": 66460 + }, + "15": { + "Dice": 0.9352216891149777, + "FN": 2285, + "FP": 3318, + "IoU": 0.878325262220678, + "TN": 61341701, + "TP": 40446, + "n_pred": 43764, + "n_ref": 42731 + }, + "2": { + "Dice": 0.9766650149224374, + "FN": 4065, + "FP": 2104, + "IoU": 0.9543942395836413, + "TN": 61252482, + "TP": 129099, + "n_pred": 131203, + "n_ref": 133164 + }, + "3": { + "Dice": 0.9819058293442691, + "FN": 2648, + "FP": 2179, + "IoU": 0.9644548192549283, + "TN": 61251951, + "TP": 130972, + "n_pred": 133151, + "n_ref": 133620 + }, + "4": { + "Dice": 0.8935158873676052, + "FN": 1682, + "FP": 2440, + "IoU": 0.807527082555099, + "TN": 61366334, + "TP": 17294, + "n_pred": 19734, + "n_ref": 18976 + }, + "5": { + "Dice": 0.7887038201700107, + "FN": 8257, + "FP": 2158, + "IoU": 0.6511238401500686, + "TN": 61357897, + "TP": 19438, + "n_pred": 21596, + "n_ref": 27695 + }, + "6": { + "Dice": 0.9787190033654678, + "FN": 24684, + "FP": 17499, + "IoU": 0.9583248945105993, + "TN": 60375563, + "TP": 970004, + "n_pred": 987503, + "n_ref": 994688 + }, + "7": { + "Dice": 0.9561770350566958, + "FN": 8997, + "FP": 6690, + "IoU": 0.9160337213970293, + "TN": 61200925, + "TP": 171138, + "n_pred": 177828, + "n_ref": 180135 + }, + "8": { + "Dice": 0.96924031741485, + "FN": 12839, + "FP": 1980, + "IoU": 0.9403164809318023, + "TN": 61139457, + "TP": 233474, + "n_pred": 235454, + "n_ref": 246313 + }, + "9": { + "Dice": 0.9530828914877348, + "FN": 3681, + "FP": 3805, + "IoU": 0.9103709202365844, + "TN": 61304228, + "TP": 76036, + "n_pred": 79841, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9805394130643973, + "FN": 3117, + "FP": 4123, + "IoU": 0.9618217963793986, + "TN": 39559163, + "TP": 182397, + "n_pred": 186520, + "n_ref": 185514 + }, + "10": { + "Dice": 0.901034831839826, + "FN": 3769, + "FP": 6789, + "IoU": 0.8198938946793811, + "TN": 39690179, + "TP": 48063, + "n_pred": 54852, + "n_ref": 51832 + }, + "11": { + "Dice": 0.8580904171757724, + "FN": 573, + "FP": 240, + "IoU": 0.7514521553041883, + "TN": 39745529, + "TP": 2458, + "n_pred": 2698, + "n_ref": 3031 + }, + "12": { + "Dice": 0.8877162122544708, + "FN": 432, + "FP": 334, + "IoU": 0.7981022667369531, + "TN": 39745006, + "TP": 3028, + "n_pred": 3362, + "n_ref": 3460 + }, + "13": { + "Dice": 0.8993472708353041, + "FN": 5783, + "FP": 2729, + "IoU": 0.8171035668242372, + "TN": 39702260, + "TP": 38028, + "n_pred": 40757, + "n_ref": 43811 + }, + "14": { + "Dice": 0.5261385729957531, + "FN": 9113, + "FP": 34514, + "IoU": 0.35697967485666277, + "TN": 39680953, + "TP": 24220, + "n_pred": 58734, + "n_ref": 33333 + }, + "15": { + "Dice": 0.9492867551192576, + "FN": 2205, + "FP": 3085, + "IoU": 0.9034689148008248, + "TN": 39693999, + "TP": 49511, + "n_pred": 52596, + "n_ref": 51716 + }, + "2": { + "Dice": 0.9699612116812352, + "FN": 2942, + "FP": 4175, + "IoU": 0.9416744521479733, + "TN": 39626778, + "TP": 114905, + "n_pred": 119080, + "n_ref": 117847 + }, + "3": { + "Dice": 0.9695347619984483, + "FN": 3684, + "FP": 4523, + "IoU": 0.9408709059208346, + "TN": 39610002, + "TP": 130591, + "n_pred": 135114, + "n_ref": 134275 + }, + "4": { + "Dice": 0.9313398878686926, + "FN": 849, + "FP": 2531, + "IoU": 0.8715024330900243, + "TN": 39722496, + "TP": 22924, + "n_pred": 25455, + "n_ref": 23773 + }, + "5": { + "Dice": 0.8743742177722152, + "FN": 935, + "FP": 671, + "IoU": 0.7767894371091035, + "TN": 39741605, + "TP": 5589, + "n_pred": 6260, + "n_ref": 6524 + }, + "6": { + "Dice": 0.9811580504533298, + "FN": 14998, + "FP": 20067, + "IoU": 0.963013007944846, + "TN": 38800764, + "TP": 912971, + "n_pred": 933038, + "n_ref": 927969 + }, + "7": { + "Dice": 0.9771155360542731, + "FN": 11790, + "FP": 21949, + "IoU": 0.9552550366099978, + "TN": 38994771, + "TP": 720290, + "n_pred": 742239, + "n_ref": 732080 + }, + "8": { + "Dice": 0.9603535043574322, + "FN": 2590, + "FP": 1286, + "IoU": 0.9237308146399056, + "TN": 39697980, + "TP": 46944, + "n_pred": 48230, + "n_ref": 49534 + }, + "9": { + "Dice": 0.9228281982390639, + "FN": 1958, + "FP": 4677, + "IoU": 0.8567140327387379, + "TN": 39702494, + "TP": 39671, + "n_pred": 44348, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9736565132858068, + "FN": 3059, + "FP": 2022, + "IoU": 0.9486653599789853, + "TN": 101297630, + "TP": 93897, + "n_pred": 95919, + "n_ref": 96956 + }, + "10": { + "Dice": 0.918245294291594, + "FN": 6313, + "FP": 7234, + "IoU": 0.8488479776847978, + "TN": 101306983, + "TP": 76078, + "n_pred": 83312, + "n_ref": 82391 + }, + "11": { + "Dice": 0.7359477124183007, + "FN": 2151, + "FP": 273, + "IoU": 0.5822130299896587, + "TN": 101390806, + "TP": 3378, + "n_pred": 3651, + "n_ref": 5529 + }, + "12": { + "Dice": 0.8685044664297378, + "FN": 704, + "FP": 665, + "IoU": 0.767572156196944, + "TN": 101390718, + "TP": 4521, + "n_pred": 5186, + "n_ref": 5225 + }, + "13": { + "Dice": 0.9388866540829903, + "FN": 4432, + "FP": 1493, + "IoU": 0.8848127843228741, + "TN": 101345170, + "TP": 45513, + "n_pred": 47006, + "n_ref": 49945 + }, + "14": { + "Dice": 0.9855731432836923, + "FN": 1938, + "FP": 3145, + "IoU": 0.9715566349199244, + "TN": 101217902, + "TP": 173623, + "n_pred": 176768, + "n_ref": 175561 + }, + "15": { + "Dice": 0.9436229551154869, + "FN": 1667, + "FP": 1345, + "IoU": 0.8932634040894433, + "TN": 101368389, + "TP": 25207, + "n_pred": 26552, + "n_ref": 26874 + }, + "2": { + "Dice": 0.9806251800633823, + "FN": 4744, + "FP": 2250, + "IoU": 0.9619868579099837, + "TN": 101212619, + "TP": 176995, + "n_pred": 179245, + "n_ref": 181739 + }, + "3": { + "Dice": 0.9843401649251927, + "FN": 2269, + "FP": 2978, + "IoU": 0.9691632286046757, + "TN": 101226454, + "TP": 164907, + "n_pred": 167885, + "n_ref": 167176 + }, + "4": { + "Dice": 0.9374686842368974, + "FN": 791, + "FP": 457, + "IoU": 0.8822974629821748, + "TN": 101386005, + "TP": 9355, + "n_pred": 9812, + "n_ref": 10146 + }, + "5": { + "Dice": 0.8405451164339838, + "FN": 8232, + "FP": 3258, + "IoU": 0.7249485325800737, + "TN": 101354834, + "TP": 30284, + "n_pred": 33542, + "n_ref": 38516 + }, + "6": { + "Dice": 0.9850472585177914, + "FN": 34678, + "FP": 19843, + "IoU": 0.9705350980965439, + "TN": 99546237, + "TP": 1795850, + "n_pred": 1815693, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.9706543815758506, + "FN": 15609, + "FP": 11323, + "IoU": 0.942981991861829, + "TN": 100924266, + "TP": 445410, + "n_pred": 456733, + "n_ref": 461019 + }, + "8": { + "Dice": 0.9753522087867953, + "FN": 5587, + "FP": 7055, + "IoU": 0.9518902174492149, + "TN": 101133834, + "TP": 250132, + "n_pred": 257187, + "n_ref": 255719 + }, + "9": { + "Dice": 0.950852557673019, + "FN": 3195, + "FP": 5429, + "IoU": 0.9063097514340345, + "TN": 101304560, + "TP": 83424, + "n_pred": 88853, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9689472880909104, + "FN": 7496, + "FP": 5932, + "IoU": 0.939765035190892, + "TN": 73660577, + "TP": 209499, + "n_pred": 215431, + "n_ref": 216995 + }, + "10": { + "Dice": 0.6238446736696003, + "FN": 36288, + "FP": 11410, + "IoU": 0.4533243171998029, + "TN": 73796253, + "TP": 39553, + "n_pred": 50963, + "n_ref": 75841 + }, + "11": { + "Dice": 0.6770142734576086, + "FN": 1919, + "FP": 2222, + "IoU": 0.5117321070628463, + "TN": 73875023, + "TP": 4340, + "n_pred": 6562, + "n_ref": 6259 + }, + "12": { + "Dice": 0.6873001134839575, + "FN": 2210, + "FP": 821, + "IoU": 0.5235774913549198, + "TN": 73877142, + "TP": 3331, + "n_pred": 4152, + "n_ref": 5541 + }, + "13": { + "Dice": 0.0299457934864043, + "FN": 59880, + "FP": 28166, + "IoU": 0.015200492142497623, + "TN": 73794099, + "TP": 1359, + "n_pred": 29525, + "n_ref": 61239 + }, + "14": { + "Dice": 0.8987891882270928, + "FN": 10247, + "FP": 10224, + "IoU": 0.8161826769391017, + "TN": 73772138, + "TP": 90895, + "n_pred": 101119, + "n_ref": 101142 + }, + "15": { + "Dice": 0.938757469758222, + "FN": 11906, + "FP": 15529, + "IoU": 0.884583347356376, + "TN": 73645800, + "TP": 210269, + "n_pred": 225798, + "n_ref": 222175 + }, + "2": { + "Dice": 0.8067474419824934, + "FN": 55752, + "FP": 9068, + "IoU": 0.676091106247314, + "TN": 73683386, + "TP": 135298, + "n_pred": 144366, + "n_ref": 191050 + }, + "3": { + "Dice": 0.8379561692607472, + "FN": 13366, + "FP": 53994, + "IoU": 0.7211054756236415, + "TN": 73641979, + "TP": 174165, + "n_pred": 228159, + "n_ref": 187531 + }, + "4": { + "Dice": 0.27362197627888535, + "FN": 40298, + "FP": 0, + "IoU": 0.15849482124958236, + "TN": 73835616, + "TP": 7590, + "n_pred": 7590, + "n_ref": 47888 + }, + "5": { + "Dice": 0.7403270841643399, + "FN": 3992, + "FP": 3820, + "IoU": 0.5877137428752375, + "TN": 73864556, + "TP": 11136, + "n_pred": 14956, + "n_ref": 15128 + }, + "6": { + "Dice": 0.8394283975382093, + "FN": 349673, + "FP": 167435, + "IoU": 0.7232887619838567, + "TN": 72014740, + "TP": 1351656, + "n_pred": 1519091, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.6103528260800959, + "FN": 95238, + "FP": 3536, + "IoU": 0.43921423907797996, + "TN": 73707369, + "TP": 77361, + "n_pred": 80897, + "n_ref": 172599 + }, + "8": { + "Dice": 0.9130437368061131, + "FN": 2676, + "FP": 11947, + "IoU": 0.8400004376654923, + "TN": 73792110, + "TP": 76771, + "n_pred": 88718, + "n_ref": 79447 + }, + "9": { + "Dice": 0.8481459591417191, + "FN": 7667, + "FP": 21880, + "IoU": 0.7363311053801055, + "TN": 73771443, + "TP": 82514, + "n_pred": 104394, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9717526996810191, + "FN": 3947, + "FP": 6715, + "IoU": 0.9450573800481302, + "TN": 69301719, + "TP": 183395, + "n_pred": 190110, + "n_ref": 187342 + }, + "10": { + "Dice": 0.8356846592132268, + "FN": 9245, + "FP": 13653, + "IoU": 0.7177477011069201, + "TN": 69414650, + "TP": 58228, + "n_pred": 71881, + "n_ref": 67473 + }, + "11": { + "Dice": 0.8031370463910674, + "FN": 440, + "FP": 1041, + "IoU": 0.6710350955131053, + "TN": 69491274, + "TP": 3021, + "n_pred": 4062, + "n_ref": 3461 + }, + "12": { + "Dice": 0.8270014674710582, + "FN": 616, + "FP": 445, + "IoU": 0.705031971087017, + "TN": 69492179, + "TP": 2536, + "n_pred": 2981, + "n_ref": 3152 + }, + "13": { + "Dice": 0.850097631802934, + "FN": 9902, + "FP": 14050, + "IoU": 0.7392780946575521, + "TN": 69403908, + "TP": 67916, + "n_pred": 81966, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9654680459983677, + "FN": 5538, + "FP": 4870, + "IoU": 0.9332413970045861, + "TN": 69339871, + "TP": 145497, + "n_pred": 150367, + "n_ref": 151035 + }, + "15": { + "Dice": 0.9482689048502946, + "FN": 5871, + "FP": 3744, + "IoU": 0.9016267648864333, + "TN": 69398036, + "TP": 88125, + "n_pred": 91869, + "n_ref": 93996 + }, + "2": { + "Dice": 0.9681769382301495, + "FN": 5409, + "FP": 4106, + "IoU": 0.9383168239809149, + "TN": 69341520, + "TP": 144741, + "n_pred": 148847, + "n_ref": 150150 + }, + "3": { + "Dice": 0.970960740840407, + "FN": 6592, + "FP": 3336, + "IoU": 0.9435604445581421, + "TN": 69319871, + "TP": 165977, + "n_pred": 169313, + "n_ref": 172569 + }, + "4": { + "Dice": 0.8607179429629526, + "FN": 6440, + "FP": 3489, + "IoU": 0.7554915287628053, + "TN": 69455168, + "TP": 30679, + "n_pred": 34168, + "n_ref": 37119 + }, + "5": { + "Dice": 0.8881941178098111, + "FN": 3042, + "FP": 999, + "IoU": 0.798875174198686, + "TN": 69475684, + "TP": 16051, + "n_pred": 17050, + "n_ref": 19093 + }, + "6": { + "Dice": 0.9830134080354421, + "FN": 24279, + "FP": 24983, + "IoU": 0.9665942656495714, + "TN": 68021119, + "TP": 1425395, + "n_pred": 1450378, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.9689389368830469, + "FN": 11058, + "FP": 8300, + "IoU": 0.9397493238217068, + "TN": 69174485, + "TP": 301933, + "n_pred": 310233, + "n_ref": 312991 + }, + "8": { + "Dice": 0.952339384472253, + "FN": 5771, + "FP": 2528, + "IoU": 0.9090151623123897, + "TN": 69404563, + "TP": 82914, + "n_pred": 85442, + "n_ref": 88685 + }, + "9": { + "Dice": 0.9252862070689397, + "FN": 6335, + "FP": 5621, + "IoU": 0.8609605768112571, + "TN": 69409786, + "TP": 74034, + "n_pred": 79655, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9783673851275158, + "FN": 3731, + "FP": 5055, + "IoU": 0.9576508921943837, + "TN": 50626086, + "TP": 198680, + "n_pred": 203735, + "n_ref": 202411 + }, + "10": { + "Dice": 0.9082591477902741, + "FN": 4167, + "FP": 10312, + "IoU": 0.8319365772123688, + "TN": 50747400, + "TP": 71673, + "n_pred": 81985, + "n_ref": 75840 + }, + "11": { + "Dice": 0.8468339307048984, + "FN": 1413, + "FP": 510, + "IoU": 0.7343555739743058, + "TN": 50826313, + "TP": 5316, + "n_pred": 5826, + "n_ref": 6729 + }, + "12": { + "Dice": 0.8683683683683684, + "FN": 1094, + "FP": 484, + "IoU": 0.767359575409111, + "TN": 50826769, + "TP": 5205, + "n_pred": 5689, + "n_ref": 6299 + }, + "13": { + "Dice": 0.8043167538011415, + "FN": 6340, + "FP": 14059, + "IoU": 0.6726838034722891, + "TN": 50771230, + "TP": 41923, + "n_pred": 55982, + "n_ref": 48263 + }, + "14": { + "Dice": 0.6850142411035998, + "FN": 20794, + "FP": 6743, + "IoU": 0.5209290187891441, + "TN": 50776072, + "TP": 29943, + "n_pred": 36686, + "n_ref": 50737 + }, + "15": { + "Dice": 0.8253506387431883, + "FN": 2420, + "FP": 11265, + "IoU": 0.7026357532430847, + "TN": 50787531, + "TP": 32336, + "n_pred": 43601, + "n_ref": 34756 + }, + "2": { + "Dice": 0.9746073841972139, + "FN": 5539, + "FP": 5223, + "IoU": 0.9504724036209173, + "TN": 50616259, + "TP": 206531, + "n_pred": 211754, + "n_ref": 212070 + }, + "3": { + "Dice": 0.9732923658709525, + "FN": 5471, + "FP": 5377, + "IoU": 0.9479742173112339, + "TN": 50625040, + "TP": 197664, + "n_pred": 203041, + "n_ref": 203135 + }, + "4": { + "Dice": 0.9510600900801933, + "FN": 650, + "FP": 1132, + "IoU": 0.9066869141750014, + "TN": 50814455, + "TP": 17315, + "n_pred": 18447, + "n_ref": 17965 + }, + "5": { + "Dice": 0.8953295927017317, + "FN": 1754, + "FP": 839, + "IoU": 0.8104947745377475, + "TN": 50819869, + "TP": 11090, + "n_pred": 11929, + "n_ref": 12844 + }, + "6": { + "Dice": 0.9873465208047807, + "FN": 25038, + "FP": 30616, + "IoU": 0.9750092614005034, + "TN": 48606567, + "TP": 2171331, + "n_pred": 2201947, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.9591798898522275, + "FN": 8483, + "FP": 10232, + "IoU": 0.9215616421132043, + "TN": 50594957, + "TP": 219880, + "n_pred": 230112, + "n_ref": 228363 + }, + "8": { + "Dice": 0.9648981357665382, + "FN": 4790, + "FP": 2350, + "IoU": 0.9321769857704656, + "TN": 50728278, + "TP": 98134, + "n_pred": 100484, + "n_ref": 102924 + }, + "9": { + "Dice": 0.9532926509355661, + "FN": 4282, + "FP": 6579, + "IoU": 0.9107537572824309, + "TN": 50711855, + "TP": 110836, + "n_pred": 117415, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9801279030948192, + "FN": 4974, + "FP": 3419, + "IoU": 0.961030217484167, + "TN": 76669488, + "TP": 206979, + "n_pred": 210398, + "n_ref": 211953 + }, + "10": { + "Dice": 0.8516046042271951, + "FN": 7362, + "FP": 12711, + "IoU": 0.74156044804944, + "TN": 76807190, + "TP": 57597, + "n_pred": 70308, + "n_ref": 64959 + }, + "11": { + "Dice": 0.823014804845222, + "FN": 428, + "FP": 624, + "IoU": 0.6992567181246426, + "TN": 76881362, + "TP": 2446, + "n_pred": 3070, + "n_ref": 2874 + }, + "12": { + "Dice": 0.8483309143686503, + "FN": 271, + "FP": 565, + "IoU": 0.7366099558916194, + "TN": 76881686, + "TP": 2338, + "n_pred": 2903, + "n_ref": 2609 + }, + "13": { + "Dice": 0.6828349571768271, + "FN": 10334, + "FP": 19810, + "IoU": 0.5184126020481523, + "TN": 76822267, + "TP": 32449, + "n_pred": 52259, + "n_ref": 42783 + }, + "14": { + "Dice": 0.9533829131144568, + "FN": 2669, + "FP": 5041, + "IoU": 0.9109185441941074, + "TN": 76798310, + "TP": 78840, + "n_pred": 83881, + "n_ref": 81509 + }, + "15": { + "Dice": 0.8693280436399703, + "FN": 8461, + "FP": 1025, + "IoU": 0.768859649122807, + "TN": 76843820, + "TP": 31554, + "n_pred": 32579, + "n_ref": 40015 + }, + "2": { + "Dice": 0.9625246548323472, + "FN": 4589, + "FP": 3144, + "IoU": 0.9277566539923955, + "TN": 76777819, + "TP": 99308, + "n_pred": 102452, + "n_ref": 103897 + }, + "3": { + "Dice": 0.9656464839977658, + "FN": 4917, + "FP": 1664, + "IoU": 0.9335749036074046, + "TN": 76785786, + "TP": 92493, + "n_pred": 94157, + "n_ref": 97410 + }, + "4": { + "Dice": 0.9570710118688392, + "FN": 1094, + "FP": 1040, + "IoU": 0.9176761052387933, + "TN": 76858938, + "TP": 23788, + "n_pred": 24828, + "n_ref": 24882 + }, + "5": { + "Dice": 0.9372116611589176, + "FN": 1433, + "FP": 486, + "IoU": 0.881842251092913, + "TN": 76868619, + "TP": 14322, + "n_pred": 14808, + "n_ref": 15755 + }, + "6": { + "Dice": 0.9766667712082012, + "FN": 25529, + "FP": 27294, + "IoU": 0.9543975937938667, + "TN": 75726522, + "TP": 1105515, + "n_pred": 1132809, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.9275582542786398, + "FN": 7941, + "FP": 15991, + "IoU": 0.8649031595228821, + "TN": 76707713, + "TP": 153215, + "n_pred": 169206, + "n_ref": 161156 + }, + "8": { + "Dice": 0.9608418392020066, + "FN": 2798, + "FP": 3275, + "IoU": 0.924634839478289, + "TN": 76804279, + "TP": 74508, + "n_pred": 77783, + "n_ref": 77306 + }, + "9": { + "Dice": 0.9442927331845148, + "FN": 6529, + "FP": 3528, + "IoU": 0.8944645574269374, + "TN": 76789565, + "TP": 85238, + "n_pred": 88766, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9653594744918302, + "FN": 4727, + "FP": 3874, + "IoU": 0.933038529510226, + "TN": 130871485, + "TP": 119846, + "n_pred": 123720, + "n_ref": 124573 + }, + "10": { + "Dice": 0.8720977390246375, + "FN": 5954, + "FP": 9184, + "IoU": 0.7732032900355073, + "TN": 130933185, + "TP": 51609, + "n_pred": 60793, + "n_ref": 57563 + }, + "11": { + "Dice": 0.7907246376811594, + "FN": 1476, + "FP": 690, + "IoU": 0.6538830297219559, + "TN": 130993674, + "TP": 4092, + "n_pred": 4782, + "n_ref": 5568 + }, + "12": { + "Dice": 0.7676481550503168, + "FN": 2153, + "FP": 964, + "IoU": 0.6229131381563029, + "TN": 130991666, + "TP": 5149, + "n_pred": 6113, + "n_ref": 7302 + }, + "13": { + "Dice": 0.7409334106009353, + "FN": 23439, + "FP": 15007, + "IoU": 0.5884783353313924, + "TN": 130906508, + "TP": 54978, + "n_pred": 69985, + "n_ref": 78417 + }, + "14": { + "Dice": 0.8899458515283842, + "FN": 181884, + "FP": 7134, + "IoU": 0.8017139098608038, + "TN": 130046673, + "TP": 764241, + "n_pred": 771375, + "n_ref": 946125 + }, + "15": { + "Dice": 0.3276320598948815, + "FN": 12313, + "FP": 41032, + "IoU": 0.19590907720599318, + "TN": 130933590, + "TP": 12997, + "n_pred": 54029, + "n_ref": 25310 + }, + "2": { + "Dice": 0.9551866660154115, + "FN": 13519, + "FP": 5748, + "IoU": 0.9142175304871262, + "TN": 130775329, + "TP": 205336, + "n_pred": 211084, + "n_ref": 218855 + }, + "3": { + "Dice": 0.968644402744594, + "FN": 11004, + "FP": 6608, + "IoU": 0.9391953709489762, + "TN": 130710283, + "TP": 272037, + "n_pred": 278645, + "n_ref": 283041 + }, + "4": { + "Dice": 0.026834381551362682, + "FN": 2248, + "FP": 73, + "IoU": 0.013599660008499787, + "TN": 130997579, + "TP": 32, + "n_pred": 105, + "n_ref": 2280 + }, + "5": { + "Dice": 0.7915689768357873, + "FN": 6838, + "FP": 2052, + "IoU": 0.6550386092895115, + "TN": 130974161, + "TP": 16881, + "n_pred": 18933, + "n_ref": 23719 + }, + "6": { + "Dice": 0.9773739440626779, + "FN": 43884, + "FP": 22284, + "IoU": 0.9557491112103856, + "TN": 129504640, + "TP": 1429124, + "n_pred": 1451408, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.9147267423746195, + "FN": 17637, + "FP": 17122, + "IoU": 0.8428538489707896, + "TN": 130778743, + "TP": 186430, + "n_pred": 203552, + "n_ref": 204067 + }, + "8": { + "Dice": 0.9602278538776859, + "FN": 3979, + "FP": 6131, + "IoU": 0.9234983428424414, + "TN": 130867778, + "TP": 122044, + "n_pred": 128175, + "n_ref": 126023 + }, + "9": { + "Dice": 0.8472510643756865, + "FN": 4384, + "FP": 14667, + "IoU": 0.7349831677934507, + "TN": 130928046, + "TP": 52835, + "n_pred": 67502, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9646931015752308, + "FN": 1473, + "FP": 2622, + "IoU": 0.9317943336831059, + "TN": 74366659, + "TP": 55944, + "n_pred": 58566, + "n_ref": 57417 + }, + "10": { + "Dice": 0.8874534733503026, + "FN": 9393, + "FP": 8205, + "IoU": 0.797677627040699, + "TN": 74339718, + "TP": 69382, + "n_pred": 77587, + "n_ref": 78775 + }, + "11": { + "Dice": 0.8364222401289283, + "FN": 312, + "FP": 500, + "IoU": 0.7188365650969529, + "TN": 74423810, + "TP": 2076, + "n_pred": 2576, + "n_ref": 2388 + }, + "12": { + "Dice": 0.7756653992395437, + "FN": 315, + "FP": 924, + "IoU": 0.6335403726708074, + "TN": 74423317, + "TP": 2142, + "n_pred": 3066, + "n_ref": 2457 + }, + "13": { + "Dice": 0.5881609165742007, + "FN": 57741, + "FP": 6099, + "IoU": 0.41659203479977336, + "TN": 74317272, + "TP": 45586, + "n_pred": 51685, + "n_ref": 103327 + }, + "14": { + "Dice": 0.9358475048496533, + "FN": 13864, + "FP": 7665, + "IoU": 0.8794298835125448, + "TN": 74248138, + "TP": 157031, + "n_pred": 164696, + "n_ref": 170895 + }, + "15": { + "Dice": 0.8766823607742427, + "FN": 3784, + "FP": 1402, + "IoU": 0.7804403048264182, + "TN": 74403078, + "TP": 18434, + "n_pred": 19836, + "n_ref": 22218 + }, + "2": { + "Dice": 0.9572538474935539, + "FN": 6078, + "FP": 3985, + "IoU": 0.9180123515129789, + "TN": 74303960, + "TP": 112675, + "n_pred": 116660, + "n_ref": 118753 + }, + "3": { + "Dice": 0.9628436592824875, + "FN": 7146, + "FP": 2428, + "IoU": 0.928349585768704, + "TN": 74293077, + "TP": 124047, + "n_pred": 126475, + "n_ref": 131193 + }, + "4": { + "Dice": 0.6802296133716023, + "FN": 14344, + "FP": 808, + "IoU": 0.5154151208903671, + "TN": 74395430, + "TP": 16116, + "n_pred": 16924, + "n_ref": 30460 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 74426698, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9765726904377826, + "FN": 14603, + "FP": 27281, + "IoU": 0.9542179315651862, + "TN": 73511842, + "TP": 872972, + "n_pred": 900253, + "n_ref": 887575 + }, + "7": { + "Dice": 0.8871373563845543, + "FN": 8245, + "FP": 27954, + "IoU": 0.7971669832518057, + "TN": 74248231, + "TP": 142268, + "n_pred": 170222, + "n_ref": 150513 + }, + "8": { + "Dice": 0.945256723158687, + "FN": 1791, + "FP": 3009, + "IoU": 0.896196016522134, + "TN": 74380457, + "TP": 41441, + "n_pred": 44450, + "n_ref": 43232 + }, + "9": { + "Dice": 0.891893020730366, + "FN": 1741, + "FP": 6024, + "IoU": 0.8048798874258719, + "TN": 74386902, + "TP": 32031, + "n_pred": 38055, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9784170091120243, + "FN": 3496, + "FP": 2544, + "IoU": 0.9577459862184756, + "TN": 106503743, + "TP": 136905, + "n_pred": 139449, + "n_ref": 140401 + }, + "10": { + "Dice": 0.904703468152169, + "FN": 10507, + "FP": 8208, + "IoU": 0.825989530548298, + "TN": 106539137, + "TP": 88836, + "n_pred": 97044, + "n_ref": 99343 + }, + "11": { + "Dice": 0.653738370137877, + "FN": 1735, + "FP": 1354, + "IoU": 0.4855953372189842, + "TN": 106640683, + "TP": 2916, + "n_pred": 4270, + "n_ref": 4651 + }, + "12": { + "Dice": 0.8553663152203298, + "FN": 724, + "FP": 881, + "IoU": 0.7472838923004251, + "TN": 106640337, + "TP": 4746, + "n_pred": 5627, + "n_ref": 5470 + }, + "13": { + "Dice": 0.9014959003567629, + "FN": 4935, + "FP": 2934, + "IoU": 0.8206577477949724, + "TN": 106602811, + "TP": 36008, + "n_pred": 38942, + "n_ref": 40943 + }, + "14": { + "Dice": 0.9572472055965253, + "FN": 2043, + "FP": 4050, + "IoU": 0.9180001345804455, + "TN": 106572383, + "TP": 68212, + "n_pred": 72262, + "n_ref": 70255 + }, + "15": { + "Dice": 0.9246590016425051, + "FN": 665, + "FP": 3555, + "IoU": 0.859875149422234, + "TN": 106616572, + "TP": 25896, + "n_pred": 29451, + "n_ref": 26561 + }, + "2": { + "Dice": 0.9711195471195471, + "FN": 4406, + "FP": 6435, + "IoU": 0.9438604304327113, + "TN": 106453580, + "TP": 182267, + "n_pred": 188702, + "n_ref": 186673 + }, + "3": { + "Dice": 0.9745049455622795, + "FN": 3791, + "FP": 3885, + "IoU": 0.9502775672541894, + "TN": 106492311, + "TP": 146701, + "n_pred": 150586, + "n_ref": 150492 + }, + "4": { + "Dice": 0.8842802686512978, + "FN": 340, + "FP": 2210, + "IoU": 0.7925648743187179, + "TN": 106634395, + "TP": 9743, + "n_pred": 11953, + "n_ref": 10083 + }, + "5": { + "Dice": 0.7125916055962691, + "FN": 1768, + "FP": 389, + "IoU": 0.5535085903539639, + "TN": 106641857, + "TP": 2674, + "n_pred": 3063, + "n_ref": 4442 + }, + "6": { + "Dice": 0.9837667881557023, + "FN": 19499, + "FP": 21856, + "IoU": 0.9680521918490793, + "TN": 105352233, + "TP": 1253100, + "n_pred": 1274956, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.9743194180309337, + "FN": 7162, + "FP": 10217, + "IoU": 0.9499247964317203, + "TN": 106299630, + "TP": 329679, + "n_pred": 339896, + "n_ref": 336841 + }, + "8": { + "Dice": 0.9570026636758727, + "FN": 2768, + "FP": 3366, + "IoU": 0.9175504388617821, + "TN": 106572291, + "TP": 68263, + "n_pred": 71629, + "n_ref": 71031 + }, + "9": { + "Dice": 0.929943754860412, + "FN": 7954, + "FP": 3667, + "IoU": 0.8690606303027572, + "TN": 106557937, + "TP": 77130, + "n_pred": 80797, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9744940617423838, + "FN": 3809, + "FP": 4092, + "IoU": 0.9502568687199375, + "TN": 107968092, + "TP": 150935, + "n_pred": 155027, + "n_ref": 154744 + }, + "10": { + "Dice": 0.8918507103963385, + "FN": 3587, + "FP": 15222, + "IoU": 0.8048109751668171, + "TN": 108030565, + "TP": 77554, + "n_pred": 92776, + "n_ref": 81141 + }, + "11": { + "Dice": 0.8328530259365994, + "FN": 436, + "FP": 608, + "IoU": 0.7135802469135802, + "TN": 108123283, + "TP": 2601, + "n_pred": 3209, + "n_ref": 3037 + }, + "12": { + "Dice": 0.8068097705403405, + "FN": 704, + "FP": 862, + "IoU": 0.6761786600496278, + "TN": 108122092, + "TP": 3270, + "n_pred": 4132, + "n_ref": 3974 + }, + "13": { + "Dice": 0.876288591184672, + "FN": 11586, + "FP": 7003, + "IoU": 0.7798164050932781, + "TN": 108042503, + "TP": 65836, + "n_pred": 72839, + "n_ref": 77422 + }, + "14": { + "Dice": 0.8926799870196097, + "FN": 1381, + "FP": 7879, + "IoU": 0.8061626057104581, + "TN": 108079156, + "TP": 38512, + "n_pred": 46391, + "n_ref": 39893 + }, + "15": { + "Dice": 0.8840620692092892, + "FN": 2220, + "FP": 4340, + "IoU": 0.7922143739507777, + "TN": 108095357, + "TP": 25011, + "n_pred": 29351, + "n_ref": 27231 + }, + "2": { + "Dice": 0.969524555544382, + "FN": 7217, + "FP": 4299, + "IoU": 0.9408516823577148, + "TN": 107932231, + "TP": 183181, + "n_pred": 187480, + "n_ref": 190398 + }, + "3": { + "Dice": 0.9722666288928911, + "FN": 8050, + "FP": 2914, + "IoU": 0.946030027073591, + "TN": 107923778, + "TP": 192186, + "n_pred": 195100, + "n_ref": 200236 + }, + "4": { + "Dice": 0.9597695143978863, + "FN": 1162, + "FP": 1533, + "IoU": 0.9226508237185007, + "TN": 108092086, + "TP": 32147, + "n_pred": 33680, + "n_ref": 33309 + }, + "5": { + "Dice": 0.8500845143674425, + "FN": 608, + "FP": 545, + "IoU": 0.7392582541836273, + "TN": 108122506, + "TP": 3269, + "n_pred": 3814, + "n_ref": 3877 + }, + "6": { + "Dice": 0.9857204153263064, + "FN": 19436, + "FP": 22863, + "IoU": 0.9718429023131969, + "TN": 106624678, + "TP": 1459951, + "n_pred": 1482814, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.9723378051291615, + "FN": 6113, + "FP": 8127, + "IoU": 0.9461648097810678, + "TN": 107862417, + "TP": 250271, + "n_pred": 258398, + "n_ref": 256384 + }, + "8": { + "Dice": 0.9635886844120582, + "FN": 1649, + "FP": 1489, + "IoU": 0.9297357814599194, + "TN": 108082268, + "TP": 41522, + "n_pred": 43011, + "n_ref": 43171 + }, + "9": { + "Dice": 0.9076445812788635, + "FN": 3661, + "FP": 8158, + "IoU": 0.8309059173629392, + "TN": 108057032, + "TP": 58077, + "n_pred": 66235, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9575975000100546, + "FN": 5444, + "FP": 5099, + "IoU": 0.9186446694240386, + "TN": 62440568, + "TP": 119049, + "n_pred": 124148, + "n_ref": 124493 + }, + "10": { + "Dice": 0.9165285637005298, + "FN": 5777, + "FP": 3944, + "IoU": 0.8459185290854335, + "TN": 62507070, + "TP": 53369, + "n_pred": 57313, + "n_ref": 59146 + }, + "11": { + "Dice": 0.7483777937995674, + "FN": 495, + "FP": 552, + "IoU": 0.597926267281106, + "TN": 62567556, + "TP": 1557, + "n_pred": 2109, + "n_ref": 2052 + }, + "12": { + "Dice": 0.7766469075047534, + "FN": 795, + "FP": 1202, + "IoU": 0.6348509782409947, + "TN": 62564691, + "TP": 3472, + "n_pred": 4674, + "n_ref": 4267 + }, + "13": { + "Dice": 0.9095147723811532, + "FN": 2890, + "FP": 4834, + "IoU": 0.8340459360161571, + "TN": 62523617, + "TP": 38819, + "n_pred": 43653, + "n_ref": 41709 + }, + "14": { + "Dice": 0.970260812897559, + "FN": 11997, + "FP": 8995, + "IoU": 0.9422393796896797, + "TN": 62206729, + "TP": 342439, + "n_pred": 351434, + "n_ref": 354436 + }, + "15": { + "Dice": 0.9241661138383972, + "FN": 4271, + "FP": 10018, + "IoU": 0.8590230571149501, + "TN": 62468803, + "TP": 87068, + "n_pred": 97086, + "n_ref": 91339 + }, + "2": { + "Dice": 0.9609745878979031, + "FN": 4159, + "FP": 9068, + "IoU": 0.9248807360290777, + "TN": 62394080, + "TP": 162853, + "n_pred": 171921, + "n_ref": 167012 + }, + "3": { + "Dice": 0.9745923017756075, + "FN": 5673, + "FP": 4468, + "IoU": 0.9504437146934068, + "TN": 62365524, + "TP": 194495, + "n_pred": 198963, + "n_ref": 200168 + }, + "4": { + "Dice": 0.9334066445323239, + "FN": 1411, + "FP": 1738, + "IoU": 0.87512887619954, + "TN": 62544942, + "TP": 22069, + "n_pred": 23807, + "n_ref": 23480 + }, + "5": { + "Dice": 0.7370184254606366, + "FN": 2895, + "FP": 873, + "IoU": 0.583554376657825, + "TN": 62561112, + "TP": 5280, + "n_pred": 6153, + "n_ref": 8175 + }, + "6": { + "Dice": 0.9758201904266025, + "FN": 48186, + "FP": 21659, + "IoU": 0.9527821006675202, + "TN": 61090954, + "TP": 1409361, + "n_pred": 1431020, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.9067681095262748, + "FN": 6120, + "FP": 31157, + "IoU": 0.8294380336209816, + "TN": 62351606, + "TP": 181277, + "n_pred": 212434, + "n_ref": 187397 + }, + "8": { + "Dice": 0.9516244273525827, + "FN": 2198, + "FP": 4708, + "IoU": 0.9077132777421424, + "TN": 62495328, + "TP": 67926, + "n_pred": 72634, + "n_ref": 70124 + }, + "9": { + "Dice": 0.904814420444174, + "FN": 2010, + "FP": 8002, + "IoU": 0.8261745199486094, + "TN": 62512562, + "TP": 47586, + "n_pred": 55588, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9428166294885886, + "FN": 5769, + "FP": 27582, + "IoU": 0.8918193908333063, + "TN": 55072958, + "TP": 274939, + "n_pred": 302521, + "n_ref": 280708 + }, + "10": { + "Dice": 0.8971843951369711, + "FN": 5909, + "FP": 10286, + "IoU": 0.8135398077255196, + "TN": 55294393, + "TP": 70660, + "n_pred": 80946, + "n_ref": 76569 + }, + "11": { + "Dice": 0.8143394556317769, + "FN": 647, + "FP": 1031, + "IoU": 0.68682344158268, + "TN": 55375890, + "TP": 3680, + "n_pred": 4711, + "n_ref": 4327 + }, + "12": { + "Dice": 0.8502353444587077, + "FN": 754, + "FP": 646, + "IoU": 0.7394864160774097, + "TN": 55375874, + "TP": 3974, + "n_pred": 4620, + "n_ref": 4728 + }, + "13": { + "Dice": 0.8734753000821417, + "FN": 5424, + "FP": 8901, + "IoU": 0.7753716364548705, + "TN": 55317476, + "TP": 49447, + "n_pred": 58348, + "n_ref": 54871 + }, + "14": { + "Dice": 0.9521053576520536, + "FN": 5034, + "FP": 4036, + "IoU": 0.9085888210275946, + "TN": 55282026, + "TP": 90152, + "n_pred": 94188, + "n_ref": 95186 + }, + "15": { + "Dice": 0.9026347560542575, + "FN": 5244, + "FP": 12579, + "IoU": 0.82254724307533, + "TN": 55280810, + "TP": 82615, + "n_pred": 95194, + "n_ref": 87859 + }, + "2": { + "Dice": 0.9695847686363833, + "FN": 5517, + "FP": 6394, + "IoU": 0.9409650974911034, + "TN": 55179486, + "TP": 189851, + "n_pred": 196245, + "n_ref": 195368 + }, + "3": { + "Dice": 0.9730916837325749, + "FN": 6653, + "FP": 3149, + "IoU": 0.947593537142185, + "TN": 55194210, + "TP": 177236, + "n_pred": 180385, + "n_ref": 183889 + }, + "4": { + "Dice": 0.9165208024774472, + "FN": 602, + "FP": 638, + "IoU": 0.8459053063253387, + "TN": 55373201, + "TP": 6807, + "n_pred": 7445, + "n_ref": 7409 + }, + "5": { + "Dice": 0.842547747418441, + "FN": 1030, + "FP": 693, + "IoU": 0.7279330491078477, + "TN": 55374915, + "TP": 4610, + "n_pred": 5303, + "n_ref": 5640 + }, + "6": { + "Dice": 0.9762485483952404, + "FN": 48661, + "FP": 21901, + "IoU": 0.9535991835371203, + "TN": 53860542, + "TP": 1450144, + "n_pred": 1472045, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.9614438865205851, + "FN": 7906, + "FP": 5516, + "IoU": 0.9257505435113321, + "TN": 55200479, + "TP": 167347, + "n_pred": 172863, + "n_ref": 175253 + }, + "8": { + "Dice": 0.9539341200530045, + "FN": 1339, + "FP": 3076, + "IoU": 0.9119254707947654, + "TN": 55331120, + "TP": 45713, + "n_pred": 48789, + "n_ref": 47052 + }, + "9": { + "Dice": 0.9035745225808882, + "FN": 2938, + "FP": 7302, + "IoU": 0.8241093819780824, + "TN": 55323030, + "TP": 47978, + "n_pred": 55280, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9825686601587365, + "FN": 3940, + "FP": 6165, + "IoU": 0.9657346119415132, + "TN": 110851711, + "TP": 284799, + "n_pred": 290964, + "n_ref": 288739 + }, + "10": { + "Dice": 0.8972838710062634, + "FN": 7135, + "FP": 10068, + "IoU": 0.8137034069004353, + "TN": 111054273, + "TP": 75139, + "n_pred": 85207, + "n_ref": 82274 + }, + "11": { + "Dice": 0.8319380232412845, + "FN": 305, + "FP": 1040, + "IoU": 0.7122379118528027, + "TN": 111141941, + "TP": 3329, + "n_pred": 4369, + "n_ref": 3634 + }, + "12": { + "Dice": 0.866088140207589, + "FN": 559, + "FP": 228, + "IoU": 0.7638055222088835, + "TN": 111143283, + "TP": 2545, + "n_pred": 2773, + "n_ref": 3104 + }, + "13": { + "Dice": 0.9045635756652514, + "FN": 6777, + "FP": 5001, + "IoU": 0.8257563429247725, + "TN": 111079020, + "TP": 55817, + "n_pred": 60818, + "n_ref": 62594 + }, + "14": { + "Dice": 0.9395716655048915, + "FN": 2027, + "FP": 3001, + "IoU": 0.8860303284448172, + "TN": 111102498, + "TP": 39089, + "n_pred": 42090, + "n_ref": 41116 + }, + "15": { + "Dice": 0.9167441242862834, + "FN": 1200, + "FP": 3189, + "IoU": 0.8462858543760726, + "TN": 111118062, + "TP": 24164, + "n_pred": 27353, + "n_ref": 25364 + }, + "2": { + "Dice": 0.971663430420712, + "FN": 5765, + "FP": 2991, + "IoU": 0.944888530822392, + "TN": 110987737, + "TP": 150122, + "n_pred": 153113, + "n_ref": 155887 + }, + "3": { + "Dice": 0.9772036567220536, + "FN": 5172, + "FP": 5997, + "IoU": 0.9554234947596963, + "TN": 110896057, + "TP": 239389, + "n_pred": 245386, + "n_ref": 244561 + }, + "4": { + "Dice": 0.9407708857150263, + "FN": 691, + "FP": 1594, + "IoU": 0.8881656225528582, + "TN": 111126183, + "TP": 18147, + "n_pred": 19741, + "n_ref": 18838 + }, + "5": { + "Dice": 0.8573543015726179, + "FN": 133, + "FP": 1409, + "IoU": 0.7503238341968912, + "TN": 111140439, + "TP": 4634, + "n_pred": 6043, + "n_ref": 4767 + }, + "6": { + "Dice": 0.9840605278660788, + "FN": 18142, + "FP": 33239, + "IoU": 0.9686212169698628, + "TN": 109509171, + "TP": 1586063, + "n_pred": 1619302, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.9392790994347447, + "FN": 26754, + "FP": 18750, + "IoU": 0.8855101270600075, + "TN": 110749165, + "TP": 351946, + "n_pred": 370696, + "n_ref": 378700 + }, + "8": { + "Dice": 0.9508936531260952, + "FN": 3219, + "FP": 4768, + "IoU": 0.9063844251438752, + "TN": 111061298, + "TP": 77330, + "n_pred": 82098, + "n_ref": 80549 + }, + "9": { + "Dice": 0.9192310835474762, + "FN": 5237, + "FP": 3658, + "IoU": 0.8505343460142493, + "TN": 111087103, + "TP": 50617, + "n_pred": 54275, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9790632269712857, + "FN": 4805, + "FP": 3637, + "IoU": 0.9589851720854305, + "TN": 96915197, + "TP": 197386, + "n_pred": 201023, + "n_ref": 202191 + }, + "10": { + "Dice": 0.9368838542121052, + "FN": 4598, + "FP": 4807, + "IoU": 0.8812619937380063, + "TN": 97041817, + "TP": 69803, + "n_pred": 74610, + "n_ref": 74401 + }, + "11": { + "Dice": 0.8298279158699808, + "FN": 874, + "FP": 372, + "IoU": 0.7091503267973857, + "TN": 97116741, + "TP": 3038, + "n_pred": 3410, + "n_ref": 3912 + }, + "12": { + "Dice": 0.7933750757422743, + "FN": 1355, + "FP": 691, + "IoU": 0.6575159022430532, + "TN": 97115051, + "TP": 3928, + "n_pred": 4619, + "n_ref": 5283 + }, + "13": { + "Dice": 0.9157258024334586, + "FN": 5424, + "FP": 3033, + "IoU": 0.8445518711859422, + "TN": 97066621, + "TP": 45947, + "n_pred": 48980, + "n_ref": 51371 + }, + "14": { + "Dice": 0.9421304179788695, + "FN": 10204, + "FP": 4919, + "IoU": 0.8905922185406508, + "TN": 96982799, + "TP": 123103, + "n_pred": 128022, + "n_ref": 133307 + }, + "15": { + "Dice": 0.9450295219711593, + "FN": 1916, + "FP": 5830, + "IoU": 0.8957876468134913, + "TN": 97046696, + "TP": 66583, + "n_pred": 72413, + "n_ref": 68499 + }, + "2": { + "Dice": 0.9672091198706672, + "FN": 4663, + "FP": 6371, + "IoU": 0.9365004460046614, + "TN": 96947260, + "TP": 162731, + "n_pred": 169102, + "n_ref": 167394 + }, + "3": { + "Dice": 0.9641256312065359, + "FN": 5717, + "FP": 10218, + "IoU": 0.9307360624527301, + "TN": 96890963, + "TP": 214127, + "n_pred": 224345, + "n_ref": 219844 + }, + "4": { + "Dice": 0.9297897659658866, + "FN": 825, + "FP": 1653, + "IoU": 0.8687916975537435, + "TN": 97102139, + "TP": 16408, + "n_pred": 18061, + "n_ref": 17233 + }, + "5": { + "Dice": 0.8660472774314948, + "FN": 1412, + "FP": 2005, + "IoU": 0.7637419622484961, + "TN": 97106562, + "TP": 11046, + "n_pred": 13051, + "n_ref": 12458 + }, + "6": { + "Dice": 0.9848295788297248, + "FN": 29289, + "FP": 18722, + "IoU": 0.9701125626714243, + "TN": 95514631, + "TP": 1558383, + "n_pred": 1577105, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.9680242558793444, + "FN": 10208, + "FP": 10705, + "IoU": 0.9380300471152991, + "TN": 96783555, + "TP": 316557, + "n_pred": 327262, + "n_ref": 326765 + }, + "8": { + "Dice": 0.965017551228586, + "FN": 3613, + "FP": 3383, + "IoU": 0.9323999188335218, + "TN": 97017534, + "TP": 96495, + "n_pred": 99878, + "n_ref": 100108 + }, + "9": { + "Dice": 0.9474326743019129, + "FN": 3869, + "FP": 6293, + "IoU": 0.9001159841946962, + "TN": 97019287, + "TP": 91576, + "n_pred": 97869, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9774469958851902, + "FN": 4013, + "FP": 4899, + "IoU": 0.9558888311431187, + "TN": 78854370, + "TP": 193123, + "n_pred": 198022, + "n_ref": 197136 + }, + "10": { + "Dice": 0.8791375599818244, + "FN": 4980, + "FP": 19225, + "IoU": 0.7843402799433342, + "TN": 78944168, + "TP": 88032, + "n_pred": 107257, + "n_ref": 93012 + }, + "11": { + "Dice": 0.7753836614478375, + "FN": 508, + "FP": 941, + "IoU": 0.6331645569620253, + "TN": 79052455, + "TP": 2501, + "n_pred": 3442, + "n_ref": 3009 + }, + "12": { + "Dice": 0.681165852936825, + "FN": 702, + "FP": 1453, + "IoU": 0.5164909131702939, + "TN": 79051948, + "TP": 2302, + "n_pred": 3755, + "n_ref": 3004 + }, + "13": { + "Dice": 0.8642264411894135, + "FN": 10486, + "FP": 6792, + "IoU": 0.7609143869262596, + "TN": 78984138, + "TP": 54989, + "n_pred": 61781, + "n_ref": 65475 + }, + "14": { + "Dice": 0.5930258124093047, + "FN": 17649, + "FP": 10116, + "IoU": 0.42149018627328416, + "TN": 79008411, + "TP": 20229, + "n_pred": 30345, + "n_ref": 37878 + }, + "15": { + "Dice": 0.8211676591564859, + "FN": 5092, + "FP": 9473, + "IoU": 0.696594104780752, + "TN": 79008400, + "TP": 33440, + "n_pred": 42913, + "n_ref": 38532 + }, + "2": { + "Dice": 0.9609498797201562, + "FN": 3893, + "FP": 4954, + "IoU": 0.9248349631693868, + "TN": 78938704, + "TP": 108854, + "n_pred": 113808, + "n_ref": 112747 + }, + "3": { + "Dice": 0.9582650497104774, + "FN": 7357, + "FP": 2575, + "IoU": 0.9198741478762454, + "TN": 78932450, + "TP": 114023, + "n_pred": 116598, + "n_ref": 121380 + }, + "4": { + "Dice": 0.8901552154564203, + "FN": 281, + "FP": 1743, + "IoU": 0.8020537897310513, + "TN": 79046180, + "TP": 8201, + "n_pred": 9944, + "n_ref": 8482 + }, + "5": { + "Dice": 0.9001331557922769, + "FN": 226, + "FP": 824, + "IoU": 0.8184019370460048, + "TN": 79050623, + "TP": 4732, + "n_pred": 5556, + "n_ref": 4958 + }, + "6": { + "Dice": 0.983470392433399, + "FN": 19526, + "FP": 24144, + "IoU": 0.9674783548977582, + "TN": 77713607, + "TP": 1299128, + "n_pred": 1323272, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.9683296341135325, + "FN": 13258, + "FP": 16878, + "IoU": 0.9386037111587389, + "TN": 78565561, + "TP": 460708, + "n_pred": 477586, + "n_ref": 473966 + }, + "8": { + "Dice": 0.9573510603022216, + "FN": 1212, + "FP": 1489, + "IoU": 0.918191180033923, + "TN": 79023389, + "TP": 30315, + "n_pred": 31804, + "n_ref": 31527 + }, + "9": { + "Dice": 0.9257350373629444, + "FN": 5013, + "FP": 5621, + "IoU": 0.861738090285001, + "TN": 78979493, + "TP": 66278, + "n_pred": 71899, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9727291829586097, + "FN": 8901, + "FP": 3688, + "IoU": 0.9469062751730217, + "TN": 122474831, + "TP": 224520, + "n_pred": 228208, + "n_ref": 233421 + }, + "10": { + "Dice": 0.8963050385837494, + "FN": 11668, + "FP": 11176, + "IoU": 0.8120948902707861, + "TN": 122590368, + "TP": 98728, + "n_pred": 109904, + "n_ref": 110396 + }, + "11": { + "Dice": 0.8422354104846687, + "FN": 776, + "FP": 500, + "IoU": 0.7274668944895344, + "TN": 122707258, + "TP": 3406, + "n_pred": 3906, + "n_ref": 4182 + }, + "12": { + "Dice": 0.6290570472832474, + "FN": 2811, + "FP": 1292, + "IoU": 0.4588499076760749, + "TN": 122704358, + "TP": 3479, + "n_pred": 4771, + "n_ref": 6290 + }, + "13": { + "Dice": 0.7992337729315553, + "FN": 10408, + "FP": 11392, + "IoU": 0.6656031414897533, + "TN": 122646748, + "TP": 43392, + "n_pred": 54784, + "n_ref": 53800 + }, + "14": { + "Dice": 0.9358927009427545, + "FN": 11401, + "FP": 1791, + "IoU": 0.8795097090038909, + "TN": 122602454, + "TP": 96294, + "n_pred": 98085, + "n_ref": 107695 + }, + "15": { + "Dice": 0.9440245958544085, + "FN": 3496, + "FP": 2148, + "IoU": 0.8939835077108026, + "TN": 122658703, + "TP": 47593, + "n_pred": 49741, + "n_ref": 51089 + }, + "2": { + "Dice": 0.9712711645458151, + "FN": 3483, + "FP": 4412, + "IoU": 0.9441469229517591, + "TN": 122570587, + "TP": 133458, + "n_pred": 137870, + "n_ref": 136941 + }, + "3": { + "Dice": 0.9783545929286876, + "FN": 3028, + "FP": 3293, + "IoU": 0.9576263801090009, + "TN": 122562767, + "TP": 142852, + "n_pred": 146145, + "n_ref": 145880 + }, + "4": { + "Dice": 0.9627838568337401, + "FN": 2960, + "FP": 1873, + "IoU": 0.9282384035160658, + "TN": 122644592, + "TP": 62515, + "n_pred": 64388, + "n_ref": 65475 + }, + "5": { + "Dice": 0.7520428387635175, + "FN": 6395, + "FP": 736, + "IoU": 0.6026191139593201, + "TN": 122693995, + "TP": 10814, + "n_pred": 11550, + "n_ref": 17209 + }, + "6": { + "Dice": 0.9839047210345906, + "FN": 39399, + "FP": 15285, + "IoU": 0.9683193509533915, + "TN": 120985839, + "TP": 1671417, + "n_pred": 1686702, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.854574490316289, + "FN": 69362, + "FP": 99743, + "IoU": 0.7460760067691041, + "TN": 122045973, + "TP": 496862, + "n_pred": 596605, + "n_ref": 566224 + }, + "8": { + "Dice": 0.9213547466045817, + "FN": 4471, + "FP": 18060, + "IoU": 0.8541777231247168, + "TN": 122557430, + "TP": 131979, + "n_pred": 150039, + "n_ref": 136450 + }, + "9": { + "Dice": 0.9228020875150542, + "FN": 5785, + "FP": 5753, + "IoU": 0.8566690269444341, + "TN": 122631441, + "TP": 68961, + "n_pred": 74714, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/loop_004/summary_cross_val.json b/nnActive_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/loop_004/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..d4e91740c9110acc56064d76e7e583728a3c036d --- /dev/null +++ b/nnActive_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/loop_004/summary_cross_val.json @@ -0,0 +1,24396 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": 0.7913494865672708, + "FN": 2636.406666666667, + "FP": 3854.997777777777, + "IoU": 0.7090751362761814, + "TN": 2666082.8311111107, + "TP": 37680.69777777777, + "n_pred": 41535.695555555554, + "n_ref": 40317.10444444444 + }, + "mean": { + "1": { + "Dice": 0.9237462066851885, + "FN": 1294.7, + "FP": 752.8, + "IoU": 0.867356530212852, + "TN": 2682361.9, + "TP": 25845.533333333333, + "n_pred": 26598.333333333332, + "n_ref": 27140.233333333334 + }, + "10": { + "Dice": 0.8101814540085923, + "FN": 5853.7, + "FP": 3501.4666666666667, + "IoU": 0.702539557244608, + "TN": 2677570.933333333, + "TP": 23328.833333333332, + "n_pred": 26830.3, + "n_ref": 29182.533333333333 + }, + "11": { + "Dice": 0.5299602326857518, + "FN": 159.2, + "FP": 216.36666666666667, + "IoU": 0.41985657038005375, + "TN": 2709341.4, + "TP": 537.9666666666667, + "n_pred": 754.3333333333334, + "n_ref": 697.1666666666666 + }, + "12": { + "Dice": 0.5194843833843629, + "FN": 188.0, + "FP": 71.5, + "IoU": 0.40841213059225906, + "TN": 2709651.1666666665, + "TP": 344.26666666666665, + "n_pred": 415.76666666666665, + "n_ref": 532.2666666666667 + }, + "13": { + "Dice": 0.8031162770063099, + "FN": 4155.566666666667, + "FP": 3965.2, + "IoU": 0.682734513894941, + "TN": 2685535.7333333334, + "TP": 16598.433333333334, + "n_pred": 20563.633333333335, + "n_ref": 20754.0 + }, + "14": { + "Dice": 0.8139502202372437, + "FN": 2161.133333333333, + "FP": 2075.133333333333, + "IoU": 0.7404044072789635, + "TN": 2659863.966666667, + "TP": 46154.7, + "n_pred": 48229.833333333336, + "n_ref": 48315.833333333336 + }, + "15": { + "Dice": 0.6877136266796665, + "FN": 2254.9666666666667, + "FP": 3489.0333333333333, + "IoU": 0.6073186409849731, + "TN": 2684025.8, + "TP": 20485.133333333335, + "n_pred": 23974.166666666668, + "n_ref": 22740.1 + }, + "2": { + "Dice": 0.9097312112309774, + "FN": 3001.633333333333, + "FP": 3106.6, + "IoU": 0.843827635947203, + "TN": 2662331.433333333, + "TP": 41815.26666666667, + "n_pred": 44921.86666666667, + "n_ref": 44816.9 + }, + "3": { + "Dice": 0.9042884072845296, + "FN": 2016.4666666666667, + "FP": 2607.9, + "IoU": 0.8615678451631704, + "TN": 2657720.966666667, + "TP": 47909.6, + "n_pred": 50517.5, + "n_ref": 49926.066666666666 + }, + "4": { + "Dice": 0.6724982196605364, + "FN": 888.0333333333333, + "FP": 1356.9666666666667, + "IoU": 0.5821666677824681, + "TN": 2698717.2666666666, + "TP": 9292.666666666666, + "n_pred": 10649.633333333333, + "n_ref": 10180.7 + }, + "5": { + "Dice": 0.6658617640485515, + "FN": 604.1333333333333, + "FP": 686.6, + "IoU": 0.5483561364174504, + "TN": 2707135.1666666665, + "TP": 1829.0333333333333, + "n_pred": 2515.633333333333, + "n_ref": 2433.1666666666665 + }, + "6": { + "Dice": 0.9570544498953173, + "FN": 6847.1, + "FP": 6896.133333333333, + "IoU": 0.9185744945802818, + "TN": 2510163.9, + "TP": 186347.8, + "n_pred": 193243.93333333332, + "n_ref": 193194.9 + }, + "7": { + "Dice": 0.8874567556500478, + "FN": 6864.6, + "FP": 26181.033333333333, + "IoU": 0.821743570024799, + "TN": 2561956.7333333334, + "TP": 115252.56666666667, + "n_pred": 141433.6, + "n_ref": 122117.16666666667 + }, + "8": { + "Dice": 0.9231824963638269, + "FN": 1333.9666666666667, + "FP": 1288.1666666666667, + "IoU": 0.8603755918680683, + "TN": 2692623.533333333, + "TP": 15009.266666666666, + "n_pred": 16297.433333333332, + "n_ref": 16343.233333333334 + }, + "9": { + "Dice": 0.862016593688158, + "FN": 1922.9, + "FP": 1630.0666666666666, + "IoU": 0.7708927517706279, + "TN": 2692242.566666667, + "TP": 14459.4, + "n_pred": 16089.466666666667, + "n_ref": 16382.3 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9539171061338253, + "FN": 7777, + "FP": 3714, + "IoU": 0.9118943744584928, + "TN": 3023753, + "TP": 118932, + "n_pred": 122646, + "n_ref": 126709 + }, + "10": { + "Dice": 0.6546940457386169, + "FN": 6573, + "FP": 13539, + "IoU": 0.4866506712951146, + "TN": 3114998, + "TP": 19066, + "n_pred": 32605, + "n_ref": 25639 + }, + "11": { + "Dice": 0.062111801242236024, + "FN": 151, + "FP": 0, + "IoU": 0.03205128205128205, + "TN": 3154020, + "TP": 5, + "n_pred": 5, + "n_ref": 156 + }, + "12": { + "Dice": 0.25316455696202533, + "FN": 1109, + "FP": 71, + "IoU": 0.14492753623188406, + "TN": 3152796, + "TP": 200, + "n_pred": 271, + "n_ref": 1309 + }, + "13": { + "Dice": 0.6816234548618858, + "FN": 22806, + "FP": 5732, + "IoU": 0.5170172796046507, + "TN": 3095089, + "TP": 30549, + "n_pred": 36281, + "n_ref": 53355 + }, + "14": { + "Dice": 0.9083587248979883, + "FN": 1540, + "FP": 8746, + "IoU": 0.8321036824236093, + "TN": 3092912, + "TP": 50978, + "n_pred": 59724, + "n_ref": 52518 + }, + "15": { + "Dice": 0.2592938333973972, + "FN": 12900, + "FP": 589, + "IoU": 0.1489589905362776, + "TN": 3138326, + "TP": 2361, + "n_pred": 2950, + "n_ref": 15261 + }, + "2": { + "Dice": 0.7728009679370841, + "FN": 1468, + "FP": 7921, + "IoU": 0.6297274914224869, + "TN": 3128819, + "TP": 15968, + "n_pred": 23889, + "n_ref": 17436 + }, + "3": { + "Dice": 0.9121118429896491, + "FN": 1173, + "FP": 2096, + "IoU": 0.8384242783708976, + "TN": 3133944, + "TP": 16963, + "n_pred": 19059, + "n_ref": 18136 + }, + "4": { + "Dice": 0.7633023533887712, + "FN": 3153, + "FP": 1202, + "IoU": 0.6172101608508395, + "TN": 3142799, + "TP": 7022, + "n_pred": 8224, + "n_ref": 10175 + }, + "5": { + "Dice": 0.6519846350832267, + "FN": 1311, + "FP": 48, + "IoU": 0.4836626139817629, + "TN": 3151544, + "TP": 1273, + "n_pred": 1321, + "n_ref": 2584 + }, + "6": { + "Dice": 0.928604118993135, + "FN": 6881, + "FP": 5599, + "IoU": 0.8667236223835968, + "TN": 3060536, + "TP": 81160, + "n_pred": 86759, + "n_ref": 88041 + }, + "7": { + "Dice": 0.866785079928952, + "FN": 10773, + "FP": 17952, + "IoU": 0.7648902821316614, + "TN": 3031999, + "TP": 93452, + "n_pred": 111404, + "n_ref": 104225 + }, + "8": { + "Dice": 0.8886832740213523, + "FN": 4009, + "FP": 2247, + "IoU": 0.7996669655437428, + "TN": 3122948, + "TP": 24972, + "n_pred": 27219, + "n_ref": 28981 + }, + "9": { + "Dice": 0.6837096896004834, + "FN": 4888, + "FP": 3488, + "IoU": 0.5194216535658959, + "TN": 3136747, + "TP": 9053, + "n_pred": 12541, + "n_ref": 13941 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0016.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0016.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8421052631578947, + "FN": 0, + "FP": 3, + "IoU": 0.7272727272727273, + "TN": 3329397, + "TP": 8, + "n_pred": 11, + "n_ref": 8 + }, + "10": { + "Dice": 0.8300158023689056, + "FN": 8205, + "FP": 3520, + "IoU": 0.7094247974027905, + "TN": 3289057, + "TP": 28626, + "n_pred": 32146, + "n_ref": 36831 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 10, + "IoU": 0.0, + "TN": 3329398, + "TP": 0, + "n_pred": 10, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7589688859699532, + "FN": 1321, + "FP": 4551, + "IoU": 0.6115631408348218, + "TN": 3314291, + "TP": 9245, + "n_pred": 13796, + "n_ref": 10566 + }, + "14": { + "Dice": 0.7239973158519589, + "FN": 745, + "FP": 4602, + "IoU": 0.5673948220064725, + "TN": 3317048, + "TP": 7013, + "n_pred": 11615, + "n_ref": 7758 + }, + "15": { + "Dice": 0.9333298060098034, + "FN": 11760, + "FP": 5881, + "IoU": 0.8749937996471113, + "TN": 3188287, + "TP": 123480, + "n_pred": 129361, + "n_ref": 135240 + }, + "2": { + "Dice": 0.955817846422322, + "FN": 5868, + "FP": 3449, + "IoU": 0.915374624195028, + "TN": 3219311, + "TP": 100780, + "n_pred": 104229, + "n_ref": 106648 + }, + "3": { + "Dice": 0.957993808895161, + "FN": 3335, + "FP": 4047, + "IoU": 0.9193743924682445, + "TN": 3237849, + "TP": 84177, + "n_pred": 88224, + "n_ref": 87512 + }, + "4": { + "Dice": 0.9095554214443774, + "FN": 2569, + "FP": 1927, + "IoU": 0.8341143046895177, + "TN": 3302305, + "TP": 22607, + "n_pred": 24534, + "n_ref": 25176 + }, + "5": { + "Dice": 0.833969465648855, + "FN": 31, + "FP": 143, + "IoU": 0.7152209492635024, + "TN": 3328797, + "TP": 437, + "n_pred": 580, + "n_ref": 468 + }, + "6": { + "Dice": 0.9587667909999686, + "FN": 9249, + "FP": 13070, + "IoU": 0.9207992817677597, + "TN": 3047605, + "TP": 259484, + "n_pred": 272554, + "n_ref": 268733 + }, + "7": { + "Dice": 0.9371021163110805, + "FN": 8939, + "FP": 2759, + "IoU": 0.8816483038415233, + "TN": 3230567, + "TP": 87143, + "n_pred": 89902, + "n_ref": 96082 + }, + "8": { + "Dice": 0.8940536013400335, + "FN": 470, + "FP": 542, + "IoU": 0.8084059068534646, + "TN": 3324126, + "TP": 4270, + "n_pred": 4812, + "n_ref": 4740 + }, + "9": { + "Dice": 0.822499501340839, + "FN": 4622, + "FP": 3387, + "IoU": 0.6985130811217768, + "TN": 3302843, + "TP": 18556, + "n_pred": 21943, + "n_ref": 23178 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0035.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0035.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9278051609162076, + "FN": 118, + "FP": 131, + "IoU": 0.8653326122228231, + "TN": 2626631, + "TP": 1600, + "n_pred": 1731, + "n_ref": 1718 + }, + "10": { + "Dice": 0.858775564764069, + "FN": 4661, + "FP": 8017, + "IoU": 0.7525036603221084, + "TN": 2577255, + "TP": 38547, + "n_pred": 46564, + "n_ref": 43208 + }, + "11": { + "Dice": 0.0, + "FN": 12, + "FP": 0, + "IoU": 0.0, + "TN": 2628468, + "TP": 0, + "n_pred": 0, + "n_ref": 12 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7967644845748684, + "FN": 7391, + "FP": 3413, + "IoU": 0.662184979050716, + "TN": 2596498, + "TP": 21178, + "n_pred": 24591, + "n_ref": 28569 + }, + "14": { + "Dice": 0.9429476576298746, + "FN": 1194, + "FP": 841, + "IoU": 0.8920538934861023, + "TN": 2609628, + "TP": 16817, + "n_pred": 17658, + "n_ref": 18011 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9188531063531064, + "FN": 7667, + "FP": 7129, + "IoU": 0.8498873851023679, + "TN": 2529914, + "TP": 83770, + "n_pred": 90899, + "n_ref": 91437 + }, + "3": { + "Dice": 0.9471787166563308, + "FN": 2234, + "FP": 10457, + "IoU": 0.8996576452635657, + "TN": 2502003, + "TP": 113786, + "n_pred": 124243, + "n_ref": 116020 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 6187, + "IoU": 0.0, + "TN": 2622293, + "TP": 0, + "n_pred": 6187, + "n_ref": 0 + }, + "6": { + "Dice": 0.9788688651707745, + "FN": 2507, + "FP": 2698, + "IoU": 0.9586122994227191, + "TN": 2502718, + "TP": 120557, + "n_pred": 123255, + "n_ref": 123064 + }, + "7": { + "Dice": 0.9010751234025289, + "FN": 8657, + "FP": 5973, + "IoU": 0.8199606202313562, + "TN": 2547220, + "TP": 66630, + "n_pred": 72603, + "n_ref": 75287 + }, + "8": { + "Dice": 0.9139170506912443, + "FN": 3581, + "FP": 4825, + "IoU": 0.841479972844535, + "TN": 2575452, + "TP": 44622, + "n_pred": 49447, + "n_ref": 48203 + }, + "9": { + "Dice": 0.8066720552575501, + "FN": 215, + "FP": 2416, + "IoU": 0.6759852216748768, + "TN": 2620360, + "TP": 5489, + "n_pred": 7905, + "n_ref": 5704 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0038.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0038.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4556032, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8474518493267428, + "FN": 1194, + "FP": 2386, + "IoU": 0.7352854185152322, + "TN": 4542508, + "TP": 9944, + "n_pred": 12330, + "n_ref": 11138 + }, + "11": { + "Dice": 0.5130890052356021, + "FN": 73, + "FP": 206, + "IoU": 0.34507042253521125, + "TN": 4555606, + "TP": 147, + "n_pred": 353, + "n_ref": 220 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4556032, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8013465422718091, + "FN": 9115, + "FP": 1212, + "IoU": 0.6685389652073437, + "TN": 4524876, + "TP": 20829, + "n_pred": 22041, + "n_ref": 29944 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4556032, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4556032, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9482253796467931, + "FN": 7539, + "FP": 4220, + "IoU": 0.9015480705632164, + "TN": 4436593, + "TP": 107680, + "n_pred": 111900, + "n_ref": 115219 + }, + "3": { + "Dice": 0.9485485268630849, + "FN": 4510, + "FP": 5940, + "IoU": 0.9021324817142269, + "TN": 4449255, + "TP": 96327, + "n_pred": 102267, + "n_ref": 100837 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4556032, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7800736254601591, + "FN": 3015, + "FP": 4393, + "IoU": 0.6394432006229923, + "TN": 4535486, + "TP": 13138, + "n_pred": 17531, + "n_ref": 16153 + }, + "6": { + "Dice": 0.9448185571855383, + "FN": 9578, + "FP": 15079, + "IoU": 0.8954086177496119, + "TN": 4320286, + "TP": 211089, + "n_pred": 226168, + "n_ref": 220667 + }, + "7": { + "Dice": 0.9550151473773126, + "FN": 8219, + "FP": 13030, + "IoU": 0.9139033403024263, + "TN": 4309228, + "TP": 225555, + "n_pred": 238585, + "n_ref": 233774 + }, + "8": { + "Dice": 0.9097757577279462, + "FN": 479, + "FP": 3114, + "IoU": 0.8344849824949327, + "TN": 4534324, + "TP": 18115, + "n_pred": 21229, + "n_ref": 18594 + }, + "9": { + "Dice": 0.7994329704081432, + "FN": 6520, + "FP": 3667, + "IoU": 0.665879497523697, + "TN": 4525543, + "TP": 20302, + "n_pred": 23969, + "n_ref": 26822 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0048.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0048.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.4076351524468358, + "FN": 26449, + "FP": 1295, + "IoU": 0.25599356395816575, + "TN": 1715030, + "TP": 9546, + "n_pred": 10841, + "n_ref": 35995 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7440881114350502, + "FN": 1061, + "FP": 519, + "IoU": 0.5924684034046943, + "TN": 1748443, + "TP": 2297, + "n_pred": 2816, + "n_ref": 3358 + }, + "13": { + "Dice": 0.7323091947115384, + "FN": 9403, + "FP": 4851, + "IoU": 0.5776717726882167, + "TN": 1718569, + "TP": 19497, + "n_pred": 24348, + "n_ref": 28900 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.4948957584471603, + "FN": 116, + "FP": 3397, + "IoU": 0.3288116163546045, + "TN": 1747086, + "TP": 1721, + "n_pred": 5118, + "n_ref": 1837 + }, + "6": { + "Dice": 0.9357060607466583, + "FN": 6241, + "FP": 9002, + "IoU": 0.8791801082726315, + "TN": 1626157, + "TP": 110920, + "n_pred": 119922, + "n_ref": 117161 + }, + "7": { + "Dice": 0.7405401001995845, + "FN": 10478, + "FP": 2262, + "IoU": 0.5879822774166424, + "TN": 1721399, + "TP": 18181, + "n_pred": 20443, + "n_ref": 28659 + }, + "8": { + "Dice": 0.9334767575873991, + "FN": 1349, + "FP": 2980, + "IoU": 0.8752521468503256, + "TN": 1717618, + "TP": 30373, + "n_pred": 33353, + "n_ref": 31722 + }, + "9": { + "Dice": 0.7981555229511633, + "FN": 2674, + "FP": 2141, + "IoU": 0.6641088245552843, + "TN": 1737985, + "TP": 9520, + "n_pred": 11661, + "n_ref": 12194 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0054.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0054.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.5856079404466501, + "FN": 160, + "FP": 7, + "IoU": 0.41403508771929826, + "TN": 1576803, + "TP": 118, + "n_pred": 125, + "n_ref": 278 + }, + "11": { + "Dice": 0.7807017543859649, + "FN": 74, + "FP": 176, + "IoU": 0.6402877697841727, + "TN": 1576393, + "TP": 445, + "n_pred": 621, + "n_ref": 519 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9244921425833653, + "FN": 268, + "FP": 126, + "IoU": 0.8595866001425517, + "TN": 1574282, + "TP": 2412, + "n_pred": 2538, + "n_ref": 2680 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8765560165975104, + "FN": 318, + "FP": 634, + "IoU": 0.7802400738688827, + "TN": 1572756, + "TP": 3380, + "n_pred": 4014, + "n_ref": 3698 + }, + "6": { + "Dice": 0.9354040447137127, + "FN": 10633, + "FP": 15862, + "IoU": 0.878647002244309, + "TN": 1358758, + "TP": 191835, + "n_pred": 207697, + "n_ref": 202468 + }, + "7": { + "Dice": 0.9446427097945375, + "FN": 5551, + "FP": 5183, + "IoU": 0.8950927980140541, + "TN": 1474769, + "TP": 91585, + "n_pred": 96768, + "n_ref": 97136 + }, + "8": { + "Dice": 0.9619895798578139, + "FN": 914, + "FP": 567, + "IoU": 0.9267629314607853, + "TN": 1556866, + "TP": 18741, + "n_pred": 19308, + "n_ref": 19655 + }, + "9": { + "Dice": 0.7125748502994012, + "FN": 6556, + "FP": 1796, + "IoU": 0.5534883720930233, + "TN": 1558383, + "TP": 10353, + "n_pred": 12149, + "n_ref": 16909 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0059.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0059.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9525869052231184, + "FN": 4774, + "FP": 1957, + "IoU": 0.9094662936460968, + "TN": 2203668, + "TP": 67617, + "n_pred": 69574, + "n_ref": 72391 + }, + "10": { + "Dice": 0.834983498349835, + "FN": 4974, + "FP": 4626, + "IoU": 0.71671388101983, + "TN": 2244128, + "TP": 24288, + "n_pred": 28914, + "n_ref": 29262 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8625798685063432, + "FN": 2738, + "FP": 3198, + "IoU": 0.7583652202230725, + "TN": 2253450, + "TP": 18630, + "n_pred": 21828, + "n_ref": 21368 + }, + "14": { + "Dice": 0.46153846153846156, + "FN": 140, + "FP": 7, + "IoU": 0.3, + "TN": 2277806, + "TP": 63, + "n_pred": 70, + "n_ref": 203 + }, + "15": { + "Dice": 0.8175459896012035, + "FN": 6149, + "FP": 764, + "IoU": 0.6913977054595777, + "TN": 2255615, + "TP": 15488, + "n_pred": 16252, + "n_ref": 21637 + }, + "2": { + "Dice": 0.8809523809523809, + "FN": 51, + "FP": 19, + "IoU": 0.7872340425531915, + "TN": 2277687, + "TP": 259, + "n_pred": 278, + "n_ref": 310 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 15, + "IoU": 0.0, + "TN": 2278001, + "TP": 0, + "n_pred": 15, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 2278014, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "6": { + "Dice": 0.95059050373584, + "FN": 6320, + "FP": 2905, + "IoU": 0.9058337161231051, + "TN": 2180051, + "TP": 88740, + "n_pred": 91645, + "n_ref": 95060 + }, + "7": { + "Dice": 0.9706324935682734, + "FN": 3999, + "FP": 5681, + "IoU": 0.9429406771668396, + "TN": 2108368, + "TP": 159968, + "n_pred": 165649, + "n_ref": 163967 + }, + "8": { + "Dice": 0.9383115740577823, + "FN": 952, + "FP": 801, + "IoU": 0.8837918462048392, + "TN": 2262931, + "TP": 13332, + "n_pred": 14133, + "n_ref": 14284 + }, + "9": { + "Dice": 0.8194281446708631, + "FN": 1613, + "FP": 5157, + "IoU": 0.6940942569246757, + "TN": 2255885, + "TP": 15361, + "n_pred": 20518, + "n_ref": 16974 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0066.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0066.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8486456257080173, + "FN": 2897, + "FP": 7658, + "IoU": 0.7370846410601305, + "TN": 1536942, + "TP": 29591, + "n_pred": 37249, + "n_ref": 32488 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7989709164636328, + "FN": 3298, + "FP": 8501, + "IoU": 0.665238608636441, + "TN": 1541842, + "TP": 23447, + "n_pred": 31948, + "n_ref": 26745 + }, + "14": { + "Dice": 0.8949146296523769, + "FN": 1396, + "FP": 5448, + "IoU": 0.8098149280275663, + "TN": 1541102, + "TP": 29142, + "n_pred": 34590, + "n_ref": 30538 + }, + "15": { + "Dice": 0.7667432287994906, + "FN": 3409, + "FP": 6848, + "IoU": 0.6217222939332473, + "TN": 1549973, + "TP": 16858, + "n_pred": 23706, + "n_ref": 20267 + }, + "2": { + "Dice": 0.5872093023255814, + "FN": 394, + "FP": 174, + "IoU": 0.4156378600823045, + "TN": 1576116, + "TP": 404, + "n_pred": 578, + "n_ref": 798 + }, + "3": { + "Dice": 0.9470690412109413, + "FN": 3214, + "FP": 2332, + "IoU": 0.8994597730321598, + "TN": 1521926, + "TP": 49616, + "n_pred": 51948, + "n_ref": 52830 + }, + "4": { + "Dice": 0.8821285523555217, + "FN": 589, + "FP": 647, + "IoU": 0.7891144855826651, + "TN": 1571227, + "TP": 4625, + "n_pred": 5272, + "n_ref": 5214 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9738222257311393, + "FN": 7494, + "FP": 8753, + "IoU": 0.948980040446672, + "TN": 1258644, + "TP": 302197, + "n_pred": 310950, + "n_ref": 309691 + }, + "7": { + "Dice": 0.9172410644999315, + "FN": 1266, + "FP": 2360, + "IoU": 0.8471332209106239, + "TN": 1553368, + "TP": 20094, + "n_pred": 22454, + "n_ref": 21360 + }, + "8": { + "Dice": 0.9, + "FN": 433, + "FP": 505, + "IoU": 0.8181818181818182, + "TN": 1571929, + "TP": 4221, + "n_pred": 4726, + "n_ref": 4654 + }, + "9": { + "Dice": 0.9197934595524957, + "FN": 3169, + "FP": 2190, + "IoU": 0.851497769279796, + "TN": 1541001, + "TP": 30728, + "n_pred": 32918, + "n_ref": 33897 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0072.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0072.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.970865379717822, + "FN": 649, + "FP": 495, + "IoU": 0.9433803513981688, + "TN": 3133971, + "TP": 19061, + "n_pred": 19556, + "n_ref": 19710 + }, + "10": { + "Dice": 0.8313051244836441, + "FN": 2176, + "FP": 6890, + "IoU": 0.711310661062285, + "TN": 3122772, + "TP": 22338, + "n_pred": 29228, + "n_ref": 24514 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7010560519902518, + "FN": 226, + "FP": 510, + "IoU": 0.539712320200125, + "TN": 3152577, + "TP": 863, + "n_pred": 1373, + "n_ref": 1089 + }, + "13": { + "Dice": 0.5290618804132318, + "FN": 2678, + "FP": 1835, + "IoU": 0.35967650397275824, + "TN": 3147128, + "TP": 2535, + "n_pred": 4370, + "n_ref": 5213 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7828246457081255, + "FN": 2031, + "FP": 47728, + "IoU": 0.6431486169579529, + "TN": 3014737, + "TP": 89680, + "n_pred": 137408, + "n_ref": 91711 + }, + "3": { + "Dice": 0.9635070790937077, + "FN": 7666, + "FP": 2742, + "IoU": 0.9295838492087655, + "TN": 3006369, + "TP": 137399, + "n_pred": 140141, + "n_ref": 145065 + }, + "4": { + "Dice": 0.652383826191913, + "FN": 972, + "FP": 180, + "IoU": 0.48410210479175997, + "TN": 3151943, + "TP": 1081, + "n_pred": 1261, + "n_ref": 2053 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9767116677990803, + "FN": 3211, + "FP": 3884, + "IoU": 0.9544833426355396, + "TN": 2998299, + "TP": 148782, + "n_pred": 152666, + "n_ref": 151993 + }, + "7": { + "Dice": 0.9764814704206345, + "FN": 9757, + "FP": 4812, + "IoU": 0.954043763938439, + "TN": 2837157, + "TP": 302450, + "n_pred": 307262, + "n_ref": 312207 + }, + "8": { + "Dice": 0.9064039408866995, + "FN": 5, + "FP": 14, + "IoU": 0.8288288288288288, + "TN": 3154065, + "TP": 92, + "n_pred": 106, + "n_ref": 97 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0103.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0103.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.992843555767359, + "FN": 2137, + "FP": 1407, + "IoU": 0.9857888131012387, + "TN": 3080027, + "TP": 245837, + "n_pred": 247244, + "n_ref": 247974 + }, + "10": { + "Dice": 0.853245595996984, + "FN": 1503, + "FP": 638, + "IoU": 0.7440526001195458, + "TN": 3321043, + "TP": 6224, + "n_pred": 6862, + "n_ref": 7727 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9339802130898022, + "FN": 184, + "FP": 510, + "IoU": 0.8761377833303587, + "TN": 3323805, + "TP": 4909, + "n_pred": 5419, + "n_ref": 5093 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8760285244103126, + "FN": 450, + "FP": 2, + "IoU": 0.7794045876037091, + "TN": 3327359, + "TP": 1597, + "n_pred": 1599, + "n_ref": 2047 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.91162385720505, + "FN": 218, + "FP": 2015, + "IoU": 0.8376, + "TN": 3315658, + "TP": 11517, + "n_pred": 13532, + "n_ref": 11735 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.992091069793558, + "FN": 7182, + "FP": 4030, + "IoU": 0.9843062602792455, + "TN": 2614983, + "TP": 703213, + "n_pred": 707243, + "n_ref": 710395 + }, + "7": { + "Dice": 0.9738025155737647, + "FN": 2663, + "FP": 1084, + "IoU": 0.9489426064206682, + "TN": 3256020, + "TP": 69641, + "n_pred": 70725, + "n_ref": 72304 + }, + "8": { + "Dice": 0.8707703649096941, + "FN": 3491, + "FP": 15, + "IoU": 0.7711189450319885, + "TN": 3314090, + "TP": 11812, + "n_pred": 11827, + "n_ref": 15303 + }, + "9": { + "Dice": 0.5181347150259067, + "FN": 16, + "FP": 77, + "IoU": 0.34965034965034963, + "TN": 3329265, + "TP": 50, + "n_pred": 127, + "n_ref": 66 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0124.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0124.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9360274738439421, + "FN": 975, + "FP": 627, + "IoU": 0.8797477856177751, + "TN": 1213302, + "TP": 11720, + "n_pred": 12347, + "n_ref": 12695 + }, + "10": { + "Dice": 0.870238705050712, + "FN": 3180, + "FP": 9486, + "IoU": 0.7702854655591426, + "TN": 1171486, + "TP": 42472, + "n_pred": 51958, + "n_ref": 45652 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.016129032258064516, + "FN": 119, + "FP": 3, + "IoU": 0.008130081300813009, + "TN": 1226501, + "TP": 1, + "n_pred": 4, + "n_ref": 120 + }, + "13": { + "Dice": 0.791412845474311, + "FN": 8154, + "FP": 2495, + "IoU": 0.6548248030857995, + "TN": 1195773, + "TP": 20202, + "n_pred": 22697, + "n_ref": 28356 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 471, + "IoU": 0.0, + "TN": 1226153, + "TP": 0, + "n_pred": 471, + "n_ref": 0 + }, + "15": { + "Dice": 0.924324295376772, + "FN": 9669, + "FP": 4462, + "IoU": 0.8592964323764575, + "TN": 1126193, + "TP": 86300, + "n_pred": 90762, + "n_ref": 95969 + }, + "2": { + "Dice": 0.9518342143167268, + "FN": 2967, + "FP": 4022, + "IoU": 0.9080951003340083, + "TN": 1150578, + "TP": 69057, + "n_pred": 73079, + "n_ref": 72024 + }, + "3": { + "Dice": 0.928535732133933, + "FN": 18, + "FP": 125, + "IoU": 0.8666044776119403, + "TN": 1225552, + "TP": 929, + "n_pred": 1054, + "n_ref": 947 + }, + "4": { + "Dice": 0.7438933799431943, + "FN": 5530, + "FP": 331, + "IoU": 0.5922215264732484, + "TN": 1212251, + "TP": 8512, + "n_pred": 8843, + "n_ref": 14042 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9727690222339113, + "FN": 6590, + "FP": 6870, + "IoU": 0.9469817823732152, + "TN": 972749, + "TP": 240415, + "n_pred": 247285, + "n_ref": 247005 + }, + "7": { + "Dice": 0.9623636150979966, + "FN": 4329, + "FP": 4681, + "IoU": 0.927457468821204, + "TN": 1102421, + "TP": 115193, + "n_pred": 119874, + "n_ref": 119522 + }, + "8": { + "Dice": 0.9199441175225435, + "FN": 624, + "FP": 1267, + "IoU": 0.8517560363750392, + "TN": 1213868, + "TP": 10865, + "n_pred": 12132, + "n_ref": 11489 + }, + "9": { + "Dice": 0.9525132458873257, + "FN": 970, + "FP": 1423, + "IoU": 0.9093320198537491, + "TN": 1200231, + "TP": 24000, + "n_pred": 25423, + "n_ref": 24970 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0133.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0133.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7451956451804067, + "FN": 13425, + "FP": 1624, + "IoU": 0.5938739711240049, + "TN": 2065729, + "TP": 22006, + "n_pred": 23630, + "n_ref": 35431 + }, + "10": { + "Dice": 0.768699571998897, + "FN": 14782, + "FP": 4511, + "IoU": 0.6242989562237109, + "TN": 2051432, + "TP": 32059, + "n_pred": 36570, + "n_ref": 46841 + }, + "11": { + "Dice": 0.0, + "FN": 417, + "FP": 237, + "IoU": 0.0, + "TN": 2102130, + "TP": 0, + "n_pred": 237, + "n_ref": 417 + }, + "12": { + "Dice": 0.0, + "FN": 16, + "FP": 0, + "IoU": 0.0, + "TN": 2102768, + "TP": 0, + "n_pred": 0, + "n_ref": 16 + }, + "13": { + "Dice": 0.6647255676769205, + "FN": 11240, + "FP": 6493, + "IoU": 0.49781943815133667, + "TN": 2067472, + "TP": 17579, + "n_pred": 24072, + "n_ref": 28819 + }, + "14": { + "Dice": 0.792456224514272, + "FN": 3896, + "FP": 3026, + "IoU": 0.6562546556090778, + "TN": 2082647, + "TP": 13215, + "n_pred": 16241, + "n_ref": 17111 + }, + "15": { + "Dice": 0.8992548829416692, + "FN": 2052, + "FP": 233, + "IoU": 0.8169510534326684, + "TN": 2090301, + "TP": 10198, + "n_pred": 10431, + "n_ref": 12250 + }, + "2": { + "Dice": 0.9277708592777086, + "FN": 12175, + "FP": 1629, + "IoU": 0.8652729384436701, + "TN": 2000325, + "TP": 88655, + "n_pred": 90284, + "n_ref": 100830 + }, + "3": { + "Dice": 0.9295703750933328, + "FN": 2563, + "FP": 5832, + "IoU": 0.8684086776600414, + "TN": 2038988, + "TP": 55401, + "n_pred": 61233, + "n_ref": 57964 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 2102780, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9330655323579699, + "FN": 3061, + "FP": 19567, + "IoU": 0.8745293742549003, + "TN": 1922439, + "TP": 157717, + "n_pred": 177284, + "n_ref": 160778 + }, + "7": { + "Dice": 0.8384538054138878, + "FN": 21005, + "FP": 5349, + "IoU": 0.7218428413108872, + "TN": 2008039, + "TP": 68391, + "n_pred": 73740, + "n_ref": 89396 + }, + "8": { + "Dice": 0.9465784448687775, + "FN": 574, + "FP": 629, + "IoU": 0.8985751622966023, + "TN": 2090923, + "TP": 10658, + "n_pred": 11287, + "n_ref": 11232 + }, + "9": { + "Dice": 0.8053981509096332, + "FN": 362, + "FP": 2248, + "IoU": 0.6741979777805518, + "TN": 2094773, + "TP": 5401, + "n_pred": 7649, + "n_ref": 5763 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0156.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0156.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9699912333940253, + "FN": 121, + "FP": 324, + "IoU": 0.9417310462223386, + "TN": 2620843, + "TP": 7192, + "n_pred": 7516, + "n_ref": 7313 + }, + "10": { + "Dice": 0.8756644418688302, + "FN": 4882, + "FP": 4451, + "IoU": 0.7788283804919665, + "TN": 2586282, + "TP": 32865, + "n_pred": 37316, + "n_ref": 37747 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8416497633536173, + "FN": 830, + "FP": 341, + "IoU": 0.7265935092225075, + "TN": 2624197, + "TP": 3112, + "n_pred": 3453, + "n_ref": 3942 + }, + "13": { + "Dice": 0.826328065866506, + "FN": 5946, + "FP": 5297, + "IoU": 0.7040536983416689, + "TN": 2590490, + "TP": 26747, + "n_pred": 32044, + "n_ref": 32693 + }, + "14": { + "Dice": 0.9248338567151099, + "FN": 6848, + "FP": 1386, + "IoU": 0.860177622306373, + "TN": 2569591, + "TP": 50655, + "n_pred": 52041, + "n_ref": 57503 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 10941, + "IoU": 0.0, + "TN": 2617539, + "TP": 0, + "n_pred": 10941, + "n_ref": 0 + }, + "2": { + "Dice": 0.9379943970524081, + "FN": 10227, + "FP": 1570, + "IoU": 0.8832292357488593, + "TN": 2527453, + "TP": 89230, + "n_pred": 90800, + "n_ref": 99457 + }, + "3": { + "Dice": 0.9479638432809263, + "FN": 3911, + "FP": 9980, + "IoU": 0.9010753453923942, + "TN": 2488060, + "TP": 126529, + "n_pred": 136509, + "n_ref": 130440 + }, + "4": { + "Dice": 0.9382999875730086, + "FN": 2353, + "FP": 1619, + "IoU": 0.8837712881137707, + "TN": 2594306, + "TP": 30202, + "n_pred": 31821, + "n_ref": 32555 + }, + "5": { + "Dice": 0.6666666666666666, + "FN": 33, + "FP": 16, + "IoU": 0.5, + "TN": 2628382, + "TP": 49, + "n_pred": 65, + "n_ref": 82 + }, + "6": { + "Dice": 0.9674931174687055, + "FN": 5088, + "FP": 2835, + "IoU": 0.9370330927933369, + "TN": 2502652, + "TP": 117905, + "n_pred": 120740, + "n_ref": 122993 + }, + "7": { + "Dice": 0.9308573589878113, + "FN": 5812, + "FP": 11189, + "IoU": 0.8706577806180673, + "TN": 2497038, + "TP": 114441, + "n_pred": 125630, + "n_ref": 120253 + }, + "8": { + "Dice": 0.9746684801088066, + "FN": 641, + "FP": 253, + "IoU": 0.9505886254352512, + "TN": 2610387, + "TP": 17199, + "n_pred": 17452, + "n_ref": 17840 + }, + "9": { + "Dice": 0.975634401194167, + "FN": 377, + "FP": 684, + "IoU": 0.9524279244944627, + "TN": 2606177, + "TP": 21242, + "n_pred": 21926, + "n_ref": 21619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0158.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0158.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9634532415416974, + "FN": 1904, + "FP": 3187, + "IoU": 0.9294836279018228, + "TN": 4308604, + "TP": 67105, + "n_pred": 70292, + "n_ref": 69009 + }, + "10": { + "Dice": 0.8429355006606077, + "FN": 5623, + "FP": 6146, + "IoU": 0.7285121107266436, + "TN": 4337450, + "TP": 31581, + "n_pred": 37727, + "n_ref": 37204 + }, + "11": { + "Dice": 0.5152430650920077, + "FN": 160, + "FP": 1605, + "IoU": 0.3470218275989641, + "TN": 4378097, + "TP": 938, + "n_pred": 2543, + "n_ref": 1098 + }, + "12": { + "Dice": 0.5600991325898389, + "FN": 273, + "FP": 82, + "IoU": 0.3889845094664372, + "TN": 4380219, + "TP": 226, + "n_pred": 308, + "n_ref": 499 + }, + "13": { + "Dice": 0.6383655438983987, + "FN": 3526, + "FP": 12847, + "IoU": 0.46882299506877756, + "TN": 4349976, + "TP": 14451, + "n_pred": 27298, + "n_ref": 17977 + }, + "14": { + "Dice": 0.8506234801055518, + "FN": 3743, + "FP": 2031, + "IoU": 0.7400738273161069, + "TN": 4358586, + "TP": 16440, + "n_pred": 18471, + "n_ref": 20183 + }, + "15": { + "Dice": 0.8629332085380755, + "FN": 6008, + "FP": 15080, + "IoU": 0.7589116268434892, + "TN": 4293330, + "TP": 66382, + "n_pred": 81462, + "n_ref": 72390 + }, + "2": { + "Dice": 0.9571170398505222, + "FN": 1695, + "FP": 1105, + "IoU": 0.9177607425030105, + "TN": 4346753, + "TP": 31247, + "n_pred": 32352, + "n_ref": 32942 + }, + "3": { + "Dice": 0.9574280628360115, + "FN": 5181, + "FP": 1922, + "IoU": 0.918332854268468, + "TN": 4293825, + "TP": 79872, + "n_pred": 81794, + "n_ref": 85053 + }, + "4": { + "Dice": 0.611835018589944, + "FN": 1624, + "FP": 9547, + "IoU": 0.4407509386733417, + "TN": 4360825, + "TP": 8804, + "n_pred": 18351, + "n_ref": 10428 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4380800, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9660196207935307, + "FN": 17933, + "FP": 13708, + "IoU": 0.9342726808171201, + "TN": 3899402, + "TP": 449757, + "n_pred": 463465, + "n_ref": 467690 + }, + "7": { + "Dice": 0.8436661723787467, + "FN": 5888, + "FP": 12878, + "IoU": 0.7296043341690441, + "TN": 4311398, + "TP": 50636, + "n_pred": 63514, + "n_ref": 56524 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4380800, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9467859308671922, + "FN": 1853, + "FP": 3763, + "IoU": 0.8989491866992947, + "TN": 4325224, + "TP": 49960, + "n_pred": 53723, + "n_ref": 51813 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0160.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0160.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9434626295110814, + "FN": 3081, + "FP": 646, + "IoU": 0.8929761084309672, + "TN": 1367032, + "TP": 31097, + "n_pred": 31743, + "n_ref": 34178 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8902649693039573, + "FN": 464, + "FP": 3665, + "IoU": 0.8022320145607816, + "TN": 1380978, + "TP": 16749, + "n_pred": 20414, + "n_ref": 17213 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9764453961456103, + "FN": 17, + "FP": 27, + "IoU": 0.9539748953974896, + "TN": 1400900, + "TP": 912, + "n_pred": 939, + "n_ref": 929 + }, + "3": { + "Dice": 0.9812509013989712, + "FN": 1772, + "FP": 2128, + "IoU": 0.9631919210985795, + "TN": 1295901, + "TP": 102055, + "n_pred": 104183, + "n_ref": 103827 + }, + "4": { + "Dice": 0.5263157894736842, + "FN": 3, + "FP": 6, + "IoU": 0.35714285714285715, + "TN": 1401842, + "TP": 5, + "n_pred": 11, + "n_ref": 8 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9909377363246786, + "FN": 1811, + "FP": 1065, + "IoU": 0.9820382467929901, + "TN": 1241738, + "TP": 157242, + "n_pred": 158307, + "n_ref": 159053 + }, + "7": { + "Dice": 0.9223019386353228, + "FN": 25, + "FP": 484, + "IoU": 0.8558073654390935, + "TN": 1398326, + "TP": 3021, + "n_pred": 3505, + "n_ref": 3046 + }, + "8": { + "Dice": 0.8020833333333334, + "FN": 35, + "FP": 3, + "IoU": 0.6695652173913044, + "TN": 1401741, + "TP": 77, + "n_pred": 80, + "n_ref": 112 + }, + "9": { + "Dice": 0.9426616555844657, + "FN": 466, + "FP": 129, + "IoU": 0.8915421071819176, + "TN": 1396370, + "TP": 4891, + "n_pred": 5020, + "n_ref": 5357 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0179.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0179.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9591781562584483, + "FN": 262, + "FP": 946, + "IoU": 0.9215584415584416, + "TN": 3664472, + "TP": 14192, + "n_pred": 15138, + "n_ref": 14454 + }, + "10": { + "Dice": 0.9174885678347655, + "FN": 4349, + "FP": 2670, + "IoU": 0.8475555459027431, + "TN": 3633829, + "TP": 39024, + "n_pred": 41694, + "n_ref": 43373 + }, + "11": { + "Dice": 0.7074715069649641, + "FN": 526, + "FP": 167, + "IoU": 0.5473546701502287, + "TN": 3678341, + "TP": 838, + "n_pred": 1005, + "n_ref": 1364 + }, + "12": { + "Dice": 0.6072992700729927, + "FN": 257, + "FP": 12, + "IoU": 0.4360587002096436, + "TN": 3679395, + "TP": 208, + "n_pred": 220, + "n_ref": 465 + }, + "13": { + "Dice": 0.8103663500678426, + "FN": 3270, + "FP": 10706, + "IoU": 0.6811898353027054, + "TN": 3636034, + "TP": 29862, + "n_pred": 40568, + "n_ref": 33132 + }, + "14": { + "Dice": 0.7920099949430348, + "FN": 5252, + "FP": 8732, + "IoU": 0.6556428377945775, + "TN": 3639263, + "TP": 26625, + "n_pred": 35357, + "n_ref": 31877 + }, + "15": { + "Dice": 0.9352744630071599, + "FN": 526, + "FP": 3542, + "IoU": 0.8784183627723482, + "TN": 3646413, + "TP": 29391, + "n_pred": 32933, + "n_ref": 29917 + }, + "2": { + "Dice": 0.9698765432098766, + "FN": 500, + "FP": 476, + "IoU": 0.9415148609779482, + "TN": 3663184, + "TP": 15712, + "n_pred": 16188, + "n_ref": 16212 + }, + "3": { + "Dice": 0.982653652257857, + "FN": 1704, + "FP": 2339, + "IoU": 0.9658988351791091, + "TN": 3561313, + "TP": 114516, + "n_pred": 116855, + "n_ref": 116220 + }, + "4": { + "Dice": 0.8361278783813995, + "FN": 93, + "FP": 640, + "IoU": 0.7184018440261237, + "TN": 3677269, + "TP": 1870, + "n_pred": 2510, + "n_ref": 1963 + }, + "5": { + "Dice": 0.8748355984217449, + "FN": 1059, + "FP": 83, + "IoU": 0.7775180206506916, + "TN": 3674739, + "TP": 3991, + "n_pred": 4074, + "n_ref": 5050 + }, + "6": { + "Dice": 0.9382601137475789, + "FN": 3253, + "FP": 5768, + "IoU": 0.8837005427565846, + "TN": 3602305, + "TP": 68546, + "n_pred": 74314, + "n_ref": 71799 + }, + "7": { + "Dice": 0.16880512139476284, + "FN": 13132, + "FP": 475062, + "IoU": 0.09218304581724056, + "TN": 3142105, + "TP": 49573, + "n_pred": 524635, + "n_ref": 62705 + }, + "8": { + "Dice": 0.9638701382192221, + "FN": 249, + "FP": 875, + "IoU": 0.9302599739405597, + "TN": 3663755, + "TP": 14993, + "n_pred": 15868, + "n_ref": 15242 + }, + "9": { + "Dice": 0.951819424059922, + "FN": 1018, + "FP": 886, + "IoU": 0.9080681763314181, + "TN": 3659161, + "TP": 18807, + "n_pred": 19693, + "n_ref": 19825 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0184.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0184.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8571428571428571, + "FN": 19, + "FP": 2, + "IoU": 0.75, + "TN": 4030252, + "TP": 63, + "n_pred": 65, + "n_ref": 82 + }, + "10": { + "Dice": 0.8509885535900104, + "FN": 1064, + "FP": 368, + "IoU": 0.7406266980619453, + "TN": 4024815, + "TP": 4089, + "n_pred": 4457, + "n_ref": 5153 + }, + "11": { + "Dice": 0.7783511975651713, + "FN": 686, + "FP": 989, + "IoU": 0.6371317157712305, + "TN": 4025720, + "TP": 2941, + "n_pred": 3930, + "n_ref": 3627 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4030336, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7544026653974298, + "FN": 240, + "FP": 792, + "IoU": 0.6056553305311425, + "TN": 4027719, + "TP": 1585, + "n_pred": 2377, + "n_ref": 1825 + }, + "14": { + "Dice": 0.9793604049332224, + "FN": 3308, + "FP": 1577, + "IoU": 0.9595555665946367, + "TN": 3909553, + "TP": 115898, + "n_pred": 117475, + "n_ref": 119206 + }, + "15": { + "Dice": 0.8603213844252163, + "FN": 1, + "FP": 790, + "IoU": 0.754880694143167, + "TN": 4027109, + "TP": 2436, + "n_pred": 3226, + "n_ref": 2437 + }, + "2": { + "Dice": 0.9799474989062272, + "FN": 2493, + "FP": 1907, + "IoU": 0.9606833940953606, + "TN": 3918424, + "TP": 107512, + "n_pred": 109419, + "n_ref": 110005 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4030336, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.947945508915716, + "FN": 833, + "FP": 1987, + "IoU": 0.9010422149699968, + "TN": 4001839, + "TP": 25677, + "n_pred": 27664, + "n_ref": 26510 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4030336, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9638255833170941, + "FN": 6920, + "FP": 7745, + "IoU": 0.9301769738752851, + "TN": 3820305, + "TP": 195366, + "n_pred": 203111, + "n_ref": 202286 + }, + "7": { + "Dice": 0.7910616618506482, + "FN": 2264, + "FP": 26731, + "IoU": 0.6543440942253588, + "TN": 3946452, + "TP": 54889, + "n_pred": 81620, + "n_ref": 57153 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4030336, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8926660371419578, + "FN": 180, + "FP": 502, + "IoU": 0.8061398521887436, + "TN": 4026818, + "TP": 2836, + "n_pred": 3338, + "n_ref": 3016 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0195.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0195.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8888655946665549, + "FN": 6275, + "FP": 4327, + "IoU": 0.7999622641509434, + "TN": 1348856, + "TP": 42398, + "n_pred": 46725, + "n_ref": 48673 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8290534573522497, + "FN": 11080, + "FP": 3825, + "IoU": 0.708019902836546, + "TN": 1350808, + "TP": 36143, + "n_pred": 39968, + "n_ref": 47223 + }, + "14": { + "Dice": 0.9673483794061041, + "FN": 3127, + "FP": 1776, + "IoU": 0.9367615952122994, + "TN": 1324324, + "TP": 72629, + "n_pred": 74405, + "n_ref": 75756 + }, + "15": { + "Dice": 0.9624489795918367, + "FN": 383, + "FP": 629, + "IoU": 0.9276160503540519, + "TN": 1387875, + "TP": 12969, + "n_pred": 13598, + "n_ref": 13352 + }, + "2": { + "Dice": 0.9364705882352942, + "FN": 19, + "FP": 35, + "IoU": 0.8805309734513275, + "TN": 1401404, + "TP": 398, + "n_pred": 433, + "n_ref": 417 + }, + "3": { + "Dice": 0.9725050415621465, + "FN": 298, + "FP": 261, + "IoU": 0.9464815701292485, + "TN": 1391411, + "TP": 9886, + "n_pred": 10147, + "n_ref": 10184 + }, + "4": { + "Dice": 0.8246678328184897, + "FN": 570, + "FP": 4141, + "IoU": 0.7016466117796073, + "TN": 1386066, + "TP": 11079, + "n_pred": 15220, + "n_ref": 11649 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9138736191428721, + "FN": 6352, + "FP": 5101, + "IoU": 0.8414063365459178, + "TN": 1329640, + "TP": 60763, + "n_pred": 65864, + "n_ref": 67115 + }, + "7": { + "Dice": 0.9059004642436197, + "FN": 1751, + "FP": 6073, + "IoU": 0.8279872485434758, + "TN": 1356371, + "TP": 37661, + "n_pred": 43734, + "n_ref": 39412 + }, + "8": { + "Dice": 0.9045226130653267, + "FN": 165, + "FP": 44, + "IoU": 0.8256880733944955, + "TN": 1400657, + "TP": 990, + "n_pred": 1034, + "n_ref": 1155 + }, + "9": { + "Dice": 0.9227021265797086, + "FN": 290, + "FP": 1233, + "IoU": 0.8564967492697635, + "TN": 1391243, + "TP": 9090, + "n_pred": 10323, + "n_ref": 9380 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0224.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0224.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.694271911663216, + "FN": 508, + "FP": 2593, + "IoU": 0.5317124735729387, + "TN": 4374178, + "TP": 3521, + "n_pred": 6114, + "n_ref": 4029 + }, + "10": { + "Dice": 0.2992059290629963, + "FN": 4074, + "FP": 2545, + "IoU": 0.17592131474103587, + "TN": 4372768, + "TP": 1413, + "n_pred": 3958, + "n_ref": 5487 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4380800, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4380800, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7036927767123962, + "FN": 5578, + "FP": 18526, + "IoU": 0.5428441376171149, + "TN": 4328074, + "TP": 28622, + "n_pred": 47148, + "n_ref": 34200 + }, + "14": { + "Dice": 0.37606837606837606, + "FN": 68, + "FP": 5, + "IoU": 0.23157894736842105, + "TN": 4380705, + "TP": 22, + "n_pred": 27, + "n_ref": 90 + }, + "15": { + "Dice": 0.6672038678485093, + "FN": 5, + "FP": 1234, + "IoU": 0.5006045949214026, + "TN": 4378319, + "TP": 1242, + "n_pred": 2476, + "n_ref": 1247 + }, + "2": { + "Dice": 0.9133702204971509, + "FN": 900, + "FP": 149, + "IoU": 0.8405532755737954, + "TN": 4374221, + "TP": 5530, + "n_pred": 5679, + "n_ref": 6430 + }, + "3": { + "Dice": 0.0, + "FN": 127, + "FP": 0, + "IoU": 0.0, + "TN": 4380673, + "TP": 0, + "n_pred": 0, + "n_ref": 127 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 284, + "IoU": 0.0, + "TN": 4380516, + "TP": 0, + "n_pred": 284, + "n_ref": 0 + }, + "5": { + "Dice": 0.6473150582050319, + "FN": 7582, + "FP": 1810, + "IoU": 0.4785408916773083, + "TN": 4362789, + "TP": 8619, + "n_pred": 10429, + "n_ref": 16201 + }, + "6": { + "Dice": 0.9055755808087756, + "FN": 4506, + "FP": 5789, + "IoU": 0.8274446046059468, + "TN": 4321138, + "TP": 49367, + "n_pred": 55156, + "n_ref": 53873 + }, + "7": { + "Dice": 0.8921675165092369, + "FN": 10995, + "FP": 12225, + "IoU": 0.8053270957519052, + "TN": 4261523, + "TP": 96057, + "n_pred": 108282, + "n_ref": 107052 + }, + "8": { + "Dice": 0.8260755042037745, + "FN": 18891, + "FP": 5540, + "IoU": 0.703687083080655, + "TN": 4298350, + "TP": 58019, + "n_pred": 63559, + "n_ref": 76910 + }, + "9": { + "Dice": 0.9131337445464119, + "FN": 1813, + "FP": 3961, + "IoU": 0.8401528154587232, + "TN": 4344678, + "TP": 30348, + "n_pred": 34309, + "n_ref": 32161 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0245.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0245.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9346512904997254, + "FN": 216, + "FP": 22, + "IoU": 0.877319587628866, + "TN": 2276076, + "TP": 1702, + "n_pred": 1724, + "n_ref": 1918 + }, + "10": { + "Dice": 0.8682816048448145, + "FN": 318, + "FP": 30, + "IoU": 0.7672240802675585, + "TN": 2276521, + "TP": 1147, + "n_pred": 1177, + "n_ref": 1465 + }, + "11": { + "Dice": 0.8390388413429888, + "FN": 773, + "FP": 205, + "IoU": 0.7227105188545506, + "TN": 2274489, + "TP": 2549, + "n_pred": 2754, + "n_ref": 3322 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8843266431745059, + "FN": 461, + "FP": 1804, + "IoU": 0.7926393847843999, + "TN": 2267093, + "TP": 8658, + "n_pred": 10462, + "n_ref": 9119 + }, + "3": { + "Dice": 0.9430690495719781, + "FN": 9057, + "FP": 799, + "IoU": 0.8922712020024265, + "TN": 2186527, + "TP": 81633, + "n_pred": 82432, + "n_ref": 90690 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.856, + "FN": 1007, + "FP": 1009, + "IoU": 0.7482517482517482, + "TN": 2270008, + "TP": 5992, + "n_pred": 7001, + "n_ref": 6999 + }, + "6": { + "Dice": 0.968728381783386, + "FN": 4712, + "FP": 1481, + "IoU": 0.9393532844999805, + "TN": 2175900, + "TP": 95923, + "n_pred": 97404, + "n_ref": 100635 + }, + "7": { + "Dice": 0.9925734409336511, + "FN": 3146, + "FP": 3248, + "IoU": 0.9852563762598604, + "TN": 1844337, + "TP": 427285, + "n_pred": 430533, + "n_ref": 430431 + }, + "8": { + "Dice": 0.9584113236385384, + "FN": 327, + "FP": 3428, + "IoU": 0.9201437624941516, + "TN": 2230994, + "TP": 43267, + "n_pred": 46695, + "n_ref": 43594 + }, + "9": { + "Dice": 0.9779670679767933, + "FN": 236, + "FP": 421, + "IoU": 0.9568841055256595, + "TN": 2262778, + "TP": 14581, + "n_pred": 15002, + "n_ref": 14817 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0263.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0263.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9718847622353349, + "FN": 1399, + "FP": 1436, + "IoU": 0.9453072248480756, + "TN": 3803269, + "TP": 49000, + "n_pred": 50436, + "n_ref": 50399 + }, + "10": { + "Dice": 0.9353363814500326, + "FN": 569, + "FP": 223, + "IoU": 0.8785276073619632, + "TN": 3848584, + "TP": 5728, + "n_pred": 5951, + "n_ref": 6297 + }, + "11": { + "Dice": 0.6342412451361867, + "FN": 188, + "FP": 0, + "IoU": 0.46438746438746437, + "TN": 3854753, + "TP": 163, + "n_pred": 163, + "n_ref": 351 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3855104, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.651685393258427, + "FN": 31, + "FP": 0, + "IoU": 0.48333333333333334, + "TN": 3855044, + "TP": 29, + "n_pred": 29, + "n_ref": 60 + }, + "14": { + "Dice": 0.9422633062992355, + "FN": 7531, + "FP": 2400, + "IoU": 0.8908297423269721, + "TN": 3764136, + "TP": 81037, + "n_pred": 83437, + "n_ref": 88568 + }, + "15": { + "Dice": 0.3515310969816561, + "FN": 1089, + "FP": 7784, + "IoU": 0.21324702961518, + "TN": 3843826, + "TP": 2405, + "n_pred": 10189, + "n_ref": 3494 + }, + "2": { + "Dice": 0.9618175947892247, + "FN": 2680, + "FP": 2760, + "IoU": 0.9264437443379261, + "TN": 3781147, + "TP": 68517, + "n_pred": 71277, + "n_ref": 71197 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3855104, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3855104, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.9012685312547761, + "FN": 384, + "FP": 908, + "IoU": 0.8202809848379469, + "TN": 3847915, + "TP": 5897, + "n_pred": 6805, + "n_ref": 6281 + }, + "6": { + "Dice": 0.9543150630506548, + "FN": 4711, + "FP": 14262, + "IoU": 0.912621985198285, + "TN": 3637967, + "TP": 198164, + "n_pred": 212426, + "n_ref": 202875 + }, + "7": { + "Dice": 0.6472830154991381, + "FN": 26729, + "FP": 127360, + "IoU": 0.4785058684969338, + "TN": 3559628, + "TP": 141387, + "n_pred": 268747, + "n_ref": 168116 + }, + "8": { + "Dice": 0.9734239460743688, + "FN": 83, + "FP": 398, + "IoU": 0.9482238966630786, + "TN": 3845814, + "TP": 8809, + "n_pred": 9207, + "n_ref": 8892 + }, + "9": { + "Dice": 0.8231093579978237, + "FN": 4290, + "FP": 912, + "IoU": 0.6993932389482809, + "TN": 3837799, + "TP": 12103, + "n_pred": 13015, + "n_ref": 16393 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0264.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0264.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9130268687125939, + "FN": 1528, + "FP": 2570, + "IoU": 0.8399718837863168, + "TN": 2778104, + "TP": 21510, + "n_pred": 24080, + "n_ref": 23038 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9305072474055566, + "FN": 2957, + "FP": 1938, + "IoU": 0.8700453978283378, + "TN": 2766045, + "TP": 32772, + "n_pred": 34710, + "n_ref": 35729 + }, + "14": { + "Dice": 0.9573141387536287, + "FN": 6746, + "FP": 1503, + "IoU": 0.9181232568065192, + "TN": 2702963, + "TP": 92500, + "n_pred": 94003, + "n_ref": 99246 + }, + "15": { + "Dice": 0.8950404312668464, + "FN": 435, + "FP": 3459, + "IoU": 0.8100209786798068, + "TN": 2783215, + "TP": 16603, + "n_pred": 20062, + "n_ref": 17038 + }, + "2": { + "Dice": 0.876537971998303, + "FN": 3, + "FP": 288, + "IoU": 0.7802114803625377, + "TN": 2802388, + "TP": 1033, + "n_pred": 1321, + "n_ref": 1036 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.864477161192903, + "FN": 1983, + "FP": 1607, + "IoU": 0.7613031914893617, + "TN": 2788672, + "TP": 11450, + "n_pred": 13057, + "n_ref": 13433 + }, + "5": { + "Dice": 0.7087378640776699, + "FN": 28, + "FP": 92, + "IoU": 0.5488721804511278, + "TN": 2803446, + "TP": 146, + "n_pred": 238, + "n_ref": 174 + }, + "6": { + "Dice": 0.9718949116325769, + "FN": 4884, + "FP": 6033, + "IoU": 0.9453264288146798, + "TN": 2604036, + "TP": 188759, + "n_pred": 194792, + "n_ref": 193643 + }, + "7": { + "Dice": 0.9180982207279818, + "FN": 2518, + "FP": 2817, + "IoU": 0.8485966455714165, + "TN": 2768475, + "TP": 29902, + "n_pred": 32719, + "n_ref": 32420 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8920213387329153, + "FN": 434, + "FP": 2339, + "IoU": 0.8050889154424685, + "TN": 2789485, + "TP": 11454, + "n_pred": 13793, + "n_ref": 11888 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0296.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0296.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9687734757273668, + "FN": 1959, + "FP": 1117, + "IoU": 0.9394380894252918, + "TN": 2577689, + "TP": 47715, + "n_pred": 48832, + "n_ref": 49674 + }, + "10": { + "Dice": 0.8938599445166049, + "FN": 5093, + "FP": 1526, + "IoU": 0.8080893012467382, + "TN": 2593990, + "TP": 27871, + "n_pred": 29397, + "n_ref": 32964 + }, + "11": { + "Dice": 0.7869596031183558, + "FN": 775, + "FP": 728, + "IoU": 0.6487497078756719, + "TN": 2624201, + "TP": 2776, + "n_pred": 3504, + "n_ref": 3551 + }, + "12": { + "Dice": 0.731106708180017, + "FN": 1401, + "FP": 499, + "IoU": 0.5761766674102163, + "TN": 2623997, + "TP": 2583, + "n_pred": 3082, + "n_ref": 3984 + }, + "13": { + "Dice": 0.9063477976551917, + "FN": 988, + "FP": 1017, + "IoU": 0.8287349449047579, + "TN": 2616773, + "TP": 9702, + "n_pred": 10719, + "n_ref": 10690 + }, + "14": { + "Dice": 0.9597678142514011, + "FN": 3802, + "FP": 1424, + "IoU": 0.9226476813546277, + "TN": 2560919, + "TP": 62335, + "n_pred": 63759, + "n_ref": 66137 + }, + "15": { + "Dice": 0.9328067617694281, + "FN": 818, + "FP": 2823, + "IoU": 0.8740748426367849, + "TN": 2599566, + "TP": 25273, + "n_pred": 28096, + "n_ref": 26091 + }, + "2": { + "Dice": 0.9729283591944536, + "FN": 767, + "FP": 709, + "IoU": 0.9472838315654131, + "TN": 2600481, + "TP": 26523, + "n_pred": 27232, + "n_ref": 27290 + }, + "3": { + "Dice": 0.9614851966912453, + "FN": 535, + "FP": 494, + "IoU": 0.925827146255316, + "TN": 2614607, + "TP": 12844, + "n_pred": 13338, + "n_ref": 13379 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 4911, + "IoU": 0.0, + "TN": 2623569, + "TP": 0, + "n_pred": 4911, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9401102800676967, + "FN": 2317, + "FP": 4265, + "IoU": 0.8869887709900072, + "TN": 2570238, + "TP": 51660, + "n_pred": 55925, + "n_ref": 53977 + }, + "7": { + "Dice": 0.96847248058733, + "FN": 12306, + "FP": 9286, + "IoU": 0.938872170020978, + "TN": 2275253, + "TP": 331635, + "n_pred": 340921, + "n_ref": 343941 + }, + "8": { + "Dice": 0.8903376713862692, + "FN": 385, + "FP": 4022, + "IoU": 0.8023500919406198, + "TN": 2606183, + "TP": 17890, + "n_pred": 21912, + "n_ref": 18275 + }, + "9": { + "Dice": 0.9642135438695427, + "FN": 2454, + "FP": 592, + "IoU": 0.9308999342120188, + "TN": 2584399, + "TP": 41035, + "n_pred": 41627, + "n_ref": 43489 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0297.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0297.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7251461988304093, + "FN": 36, + "FP": 58, + "IoU": 0.5688073394495413, + "TN": 875942, + "TP": 124, + "n_pred": 182, + "n_ref": 160 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8857343420950003, + "FN": 511, + "FP": 954, + "IoU": 0.7949041019179617, + "TN": 869017, + "TP": 5678, + "n_pred": 6632, + "n_ref": 6189 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 311, + "IoU": 0.0, + "TN": 875849, + "TP": 0, + "n_pred": 311, + "n_ref": 0 + }, + "2": { + "Dice": 0.8387096774193549, + "FN": 1, + "FP": 4, + "IoU": 0.7222222222222222, + "TN": 876142, + "TP": 13, + "n_pred": 17, + "n_ref": 14 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9409520129446712, + "FN": 975, + "FP": 1470, + "IoU": 0.8884885524035392, + "TN": 854234, + "TP": 19481, + "n_pred": 20951, + "n_ref": 20456 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.973385501384798, + "FN": 2373, + "FP": 3681, + "IoU": 0.9481509395179939, + "TN": 759398, + "TP": 110708, + "n_pred": 114389, + "n_ref": 113081 + }, + "7": { + "Dice": 0.9390681003584229, + "FN": 850, + "FP": 221, + "IoU": 0.8851351351351351, + "TN": 866836, + "TP": 8253, + "n_pred": 8474, + "n_ref": 9103 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0321.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0321.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.963792814438174, + "FN": 563, + "FP": 733, + "IoU": 0.9301159342140739, + "TN": 2609935, + "TP": 17249, + "n_pred": 17982, + "n_ref": 17812 + }, + "10": { + "Dice": 0.9220002856385041, + "FN": 1176, + "FP": 2647, + "IoU": 0.8552880611704141, + "TN": 2602062, + "TP": 22595, + "n_pred": 25242, + "n_ref": 23771 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 13, + "FP": 0, + "IoU": 0.0, + "TN": 2628467, + "TP": 0, + "n_pred": 0, + "n_ref": 13 + }, + "13": { + "Dice": 0.9155662430813243, + "FN": 1968, + "FP": 2105, + "IoU": 0.8442804710200337, + "TN": 2602324, + "TP": 22083, + "n_pred": 24188, + "n_ref": 24051 + }, + "14": { + "Dice": 0.9660829837463272, + "FN": 782, + "FP": 1215, + "IoU": 0.9343912214994415, + "TN": 2598042, + "TP": 28441, + "n_pred": 29656, + "n_ref": 29223 + }, + "15": { + "Dice": 0.9759850032931957, + "FN": 2437, + "FP": 3251, + "IoU": 0.9530963964706852, + "TN": 2507210, + "TP": 115582, + "n_pred": 118833, + "n_ref": 118019 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9428080510554737, + "FN": 485, + "FP": 447, + "IoU": 0.8918040399349896, + "TN": 2619866, + "TP": 7682, + "n_pred": 8129, + "n_ref": 8167 + }, + "4": { + "Dice": 0.6028383816987927, + "FN": 72, + "FP": 1803, + "IoU": 0.43147362037598547, + "TN": 2625182, + "TP": 1423, + "n_pred": 3226, + "n_ref": 1495 + }, + "5": { + "Dice": 0.7899159663865546, + "FN": 574, + "FP": 676, + "IoU": 0.6527777777777778, + "TN": 2624880, + "TP": 2350, + "n_pred": 3026, + "n_ref": 2924 + }, + "6": { + "Dice": 0.9807724603413668, + "FN": 3206, + "FP": 4007, + "IoU": 0.9622703686655228, + "TN": 2437304, + "TP": 183963, + "n_pred": 187970, + "n_ref": 187169 + }, + "7": { + "Dice": 0.9834179759040915, + "FN": 5903, + "FP": 7497, + "IoU": 0.9673769086942973, + "TN": 2217728, + "TP": 397352, + "n_pred": 404849, + "n_ref": 403255 + }, + "8": { + "Dice": 0.9422411046202868, + "FN": 1337, + "FP": 4101, + "IoU": 0.89079005502671, + "TN": 2578686, + "TP": 44356, + "n_pred": 48457, + "n_ref": 45693 + }, + "9": { + "Dice": 0.8013245033112583, + "FN": 57, + "FP": 3, + "IoU": 0.6685082872928176, + "TN": 2628299, + "TP": 121, + "n_pred": 124, + "n_ref": 178 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0336.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0336.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9085534391622757, + "FN": 7198, + "FP": 3753, + "IoU": 0.832430530052638, + "TN": 1511736, + "TP": 54401, + "n_pred": 58154, + "n_ref": 61599 + }, + "11": { + "Dice": 0.7193190815518606, + "FN": 439, + "FP": 979, + "IoU": 0.5616692426584234, + "TN": 1573853, + "TP": 1817, + "n_pred": 2796, + "n_ref": 2256 + }, + "12": { + "Dice": 0.8152941176470588, + "FN": 279, + "FP": 35, + "IoU": 0.6881827209533267, + "TN": 1576081, + "TP": 693, + "n_pred": 728, + "n_ref": 972 + }, + "13": { + "Dice": 0.9231034959237253, + "FN": 786, + "FP": 1440, + "IoU": 0.8571886828767563, + "TN": 1561501, + "TP": 13361, + "n_pred": 14801, + "n_ref": 14147 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9701064284406097, + "FN": 944, + "FP": 525, + "IoU": 0.9419482315747876, + "TN": 1551783, + "TP": 23836, + "n_pred": 24361, + "n_ref": 24780 + }, + "3": { + "Dice": 0.9141274238227147, + "FN": 29, + "FP": 2, + "IoU": 0.8418367346938775, + "TN": 1576892, + "TP": 165, + "n_pred": 167, + "n_ref": 194 + }, + "4": { + "Dice": 0.9194294818299067, + "FN": 349, + "FP": 1775, + "IoU": 0.850874113599663, + "TN": 1562845, + "TP": 12119, + "n_pred": 13894, + "n_ref": 12468 + }, + "5": { + "Dice": 0.5411255411255411, + "FN": 157, + "FP": 55, + "IoU": 0.37091988130563797, + "TN": 1576751, + "TP": 125, + "n_pred": 180, + "n_ref": 282 + }, + "6": { + "Dice": 0.979312846371572, + "FN": 4378, + "FP": 2580, + "IoU": 0.9594642617869981, + "TN": 1405437, + "TP": 164693, + "n_pred": 167273, + "n_ref": 169071 + }, + "7": { + "Dice": 0.9622063890833711, + "FN": 2854, + "FP": 2652, + "IoU": 0.9271654584898672, + "TN": 1501492, + "TP": 70090, + "n_pred": 72742, + "n_ref": 72944 + }, + "8": { + "Dice": 0.9563246806757314, + "FN": 73, + "FP": 139, + "IoU": 0.9163047769443348, + "TN": 1574555, + "TP": 2321, + "n_pred": 2460, + "n_ref": 2394 + }, + "9": { + "Dice": 0.937045617959575, + "FN": 850, + "FP": 726, + "IoU": 0.8815482901164976, + "TN": 1563783, + "TP": 11729, + "n_pred": 12455, + "n_ref": 12579 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0361.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0361.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9660026275571761, + "FN": 1052, + "FP": 1484, + "IoU": 0.9342408920005186, + "TN": 3466075, + "TP": 36029, + "n_pred": 37513, + "n_ref": 37081 + }, + "10": { + "Dice": 0.9250288350634371, + "FN": 802, + "FP": 1538, + "IoU": 0.8605150214592274, + "TN": 3487864, + "TP": 14436, + "n_pred": 15974, + "n_ref": 15238 + }, + "11": { + "Dice": 0.7999099707404906, + "FN": 190, + "FP": 699, + "IoU": 0.6665416354088523, + "TN": 3501974, + "TP": 1777, + "n_pred": 2476, + "n_ref": 1967 + }, + "12": { + "Dice": 0.8617886178861789, + "FN": 2, + "FP": 15, + "IoU": 0.7571428571428571, + "TN": 3504570, + "TP": 53, + "n_pred": 68, + "n_ref": 55 + }, + "13": { + "Dice": 0.9194990164587535, + "FN": 1241, + "FP": 1992, + "IoU": 0.8509932248697977, + "TN": 3482943, + "TP": 18464, + "n_pred": 20456, + "n_ref": 19705 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3504640, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 64, + "IoU": 0.0, + "TN": 3504576, + "TP": 0, + "n_pred": 64, + "n_ref": 0 + }, + "2": { + "Dice": 0.9797831819513625, + "FN": 1711, + "FP": 1187, + "IoU": 0.9603676048248133, + "TN": 3431518, + "TP": 70224, + "n_pred": 71411, + "n_ref": 71935 + }, + "3": { + "Dice": 0.9655575974465616, + "FN": 5040, + "FP": 2082, + "IoU": 0.9334087572813718, + "TN": 3397689, + "TP": 99829, + "n_pred": 101911, + "n_ref": 104869 + }, + "4": { + "Dice": 0.8142076502732241, + "FN": 37, + "FP": 167, + "IoU": 0.6866359447004609, + "TN": 3503989, + "TP": 447, + "n_pred": 614, + "n_ref": 484 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3504640, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9515681914943942, + "FN": 2670, + "FP": 2449, + "IoU": 0.9076109516848052, + "TN": 3449233, + "TP": 50288, + "n_pred": 52737, + "n_ref": 52958 + }, + "7": { + "Dice": 0.9765584902232417, + "FN": 3833, + "FP": 1328, + "IoU": 0.9541908168609038, + "TN": 3391977, + "TP": 107502, + "n_pred": 108830, + "n_ref": 111335 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3504640, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.944606874753062, + "FN": 1561, + "FP": 542, + "IoU": 0.8950284516322252, + "TN": 3484606, + "TP": 17931, + "n_pred": 18473, + "n_ref": 19492 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0367.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0367.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7861782848408756, + "FN": 2344, + "FP": 1573, + "IoU": 0.6476884331714338, + "TN": 1916434, + "TP": 7201, + "n_pred": 8774, + "n_ref": 9545 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9064851841732694, + "FN": 1441, + "FP": 2324, + "IoU": 0.8289647026756917, + "TN": 1905539, + "TP": 18248, + "n_pred": 20572, + "n_ref": 19689 + }, + "14": { + "Dice": 0.9000701809107923, + "FN": 1771, + "FP": 3355, + "IoU": 0.8182978270887242, + "TN": 1899341, + "TP": 23085, + "n_pred": 26440, + "n_ref": 24856 + }, + "15": { + "Dice": 0.9117995052167366, + "FN": 4732, + "FP": 1828, + "IoU": 0.8378966096668973, + "TN": 1887084, + "TP": 33908, + "n_pred": 35736, + "n_ref": 38640 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.989458324044344, + "FN": 2090, + "FP": 1551, + "IoU": 0.9791365834651264, + "TN": 1753036, + "TP": 170875, + "n_pred": 172426, + "n_ref": 172965 + }, + "7": { + "Dice": 0.9783645403966655, + "FN": 1920, + "FP": 2762, + "IoU": 0.9576454411405516, + "TN": 1817009, + "TP": 105861, + "n_pred": 108623, + "n_ref": 107781 + }, + "8": { + "Dice": 0.9737428389560789, + "FN": 616, + "FP": 374, + "IoU": 0.9488292758567219, + "TN": 1908205, + "TP": 18357, + "n_pred": 18731, + "n_ref": 18973 + }, + "9": { + "Dice": 0.946853382824363, + "FN": 425, + "FP": 1150, + "IoU": 0.8990708106376162, + "TN": 1911947, + "TP": 14030, + "n_pred": 15180, + "n_ref": 14455 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0402.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0402.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9332574692159873, + "FN": 1285, + "FP": 4932, + "IoU": 0.8748666545901013, + "TN": 2578797, + "TP": 43466, + "n_pred": 48398, + "n_ref": 44751 + }, + "11": { + "Dice": 0.8129664179104478, + "FN": 312, + "FP": 490, + "IoU": 0.6848722986247544, + "TN": 2625935, + "TP": 1743, + "n_pred": 2233, + "n_ref": 2055 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8074543204484239, + "FN": 1753, + "FP": 6182, + "IoU": 0.6770846050543279, + "TN": 2603907, + "TP": 16638, + "n_pred": 22820, + "n_ref": 18391 + }, + "14": { + "Dice": 0.9558477042786149, + "FN": 2200, + "FP": 2260, + "IoU": 0.9154293949219713, + "TN": 2575743, + "TP": 48277, + "n_pred": 50537, + "n_ref": 50477 + }, + "15": { + "Dice": 0.898219654542239, + "FN": 1607, + "FP": 5299, + "IoU": 0.8152438535006287, + "TN": 2591101, + "TP": 30473, + "n_pred": 35772, + "n_ref": 32080 + }, + "2": { + "Dice": 0.9771707272394211, + "FN": 3053, + "FP": 2929, + "IoU": 0.9553605408672682, + "TN": 2494473, + "TP": 128025, + "n_pred": 130954, + "n_ref": 131078 + }, + "3": { + "Dice": 0.975985248080964, + "FN": 2898, + "FP": 2702, + "IoU": 0.9530968633527367, + "TN": 2509085, + "TP": 113795, + "n_pred": 116497, + "n_ref": 116693 + }, + "4": { + "Dice": 0.8185174666287987, + "FN": 552, + "FP": 87, + "IoU": 0.6927884615384615, + "TN": 2626400, + "TP": 1441, + "n_pred": 1528, + "n_ref": 1993 + }, + "5": { + "Dice": 0.8910891089108911, + "FN": 67, + "FP": 32, + "IoU": 0.8035714285714286, + "TN": 2627976, + "TP": 405, + "n_pred": 437, + "n_ref": 472 + }, + "6": { + "Dice": 0.9568276781611463, + "FN": 37568, + "FP": 14951, + "IoU": 0.9172287819854124, + "TN": 1993972, + "TP": 581989, + "n_pred": 596940, + "n_ref": 619557 + }, + "7": { + "Dice": 0.9167389879739998, + "FN": 7462, + "FP": 1940, + "IoU": 0.8462771001602302, + "TN": 2567318, + "TP": 51760, + "n_pred": 53700, + "n_ref": 59222 + }, + "8": { + "Dice": 0.9645414545768268, + "FN": 33, + "FP": 378, + "IoU": 0.931511414764206, + "TN": 2622479, + "TP": 5590, + "n_pred": 5968, + "n_ref": 5623 + }, + "9": { + "Dice": 0.7649714974562246, + "FN": 9008, + "FP": 2495, + "IoU": 0.6193958243721669, + "TN": 2598257, + "TP": 18720, + "n_pred": 21215, + "n_ref": 27728 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0403.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0403.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9806890666199849, + "FN": 983, + "FP": 782, + "IoU": 0.9621098278304925, + "TN": 3983754, + "TP": 44817, + "n_pred": 45599, + "n_ref": 45800 + }, + "10": { + "Dice": 0.6848646141074786, + "FN": 49160, + "FP": 2468, + "IoU": 0.5207559780187138, + "TN": 3922608, + "TP": 56100, + "n_pred": 58568, + "n_ref": 105260 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4030336, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6216216216216216, + "FN": 54, + "FP": 58, + "IoU": 0.45098039215686275, + "TN": 4030132, + "TP": 92, + "n_pred": 150, + "n_ref": 146 + }, + "13": { + "Dice": 0.8366550330639236, + "FN": 4559, + "FP": 2555, + "IoU": 0.7191805155330991, + "TN": 4005003, + "TP": 18219, + "n_pred": 20774, + "n_ref": 22778 + }, + "14": { + "Dice": 0.9832007702485445, + "FN": 10745, + "FP": 11449, + "IoU": 0.9669566434357706, + "TN": 3358673, + "TP": 649469, + "n_pred": 660918, + "n_ref": 660214 + }, + "15": { + "Dice": 0.587929767665763, + "FN": 3669, + "FP": 28859, + "IoU": 0.4163601456946513, + "TN": 3974603, + "TP": 23205, + "n_pred": 52064, + "n_ref": 26874 + }, + "2": { + "Dice": 0.9033310651985649, + "FN": 23700, + "FP": 1304, + "IoU": 0.8237044348868363, + "TN": 3888506, + "TP": 116826, + "n_pred": 118130, + "n_ref": 140526 + }, + "3": { + "Dice": 0.9107073620341335, + "FN": 4744, + "FP": 21510, + "IoU": 0.8360539035082242, + "TN": 3870198, + "TP": 133884, + "n_pred": 155394, + "n_ref": 138628 + }, + "4": { + "Dice": 0.9589574913429726, + "FN": 4166, + "FP": 4344, + "IoU": 0.9211511377955675, + "TN": 3922408, + "TP": 99418, + "n_pred": 103762, + "n_ref": 103584 + }, + "5": { + "Dice": 0.8052161525395869, + "FN": 2442, + "FP": 1113, + "IoU": 0.6739429514812437, + "TN": 4019433, + "TP": 7348, + "n_pred": 8461, + "n_ref": 9790 + }, + "6": { + "Dice": 0.9180560274630643, + "FN": 11694, + "FP": 2294, + "IoU": 0.8485245546591585, + "TN": 3937991, + "TP": 78357, + "n_pred": 80651, + "n_ref": 90051 + }, + "7": { + "Dice": 0.9020255522249061, + "FN": 2914, + "FP": 10552, + "IoU": 0.8215360148432841, + "TN": 3954881, + "TP": 61989, + "n_pred": 72541, + "n_ref": 64903 + }, + "8": { + "Dice": 0.9654148567658217, + "FN": 303, + "FP": 1584, + "IoU": 0.9331420068027211, + "TN": 4002112, + "TP": 26337, + "n_pred": 27921, + "n_ref": 26640 + }, + "9": { + "Dice": 0.9006358125092414, + "FN": 770, + "FP": 574, + "IoU": 0.8192333557498319, + "TN": 4022901, + "TP": 6091, + "n_pred": 6665, + "n_ref": 6861 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0410.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0410.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": 0.810408100254065, + "FN": 6412.7, + "FP": 3889.44, + "IoU": 0.7245641310513613, + "TN": 2615897.966666667, + "TP": 43167.36000000001, + "n_pred": 47056.80000000001, + "n_ref": 49580.05999999999 + }, + "mean": { + "1": { + "Dice": 0.89319563411277, + "FN": 1446.1666666666667, + "FP": 2819.4666666666667, + "IoU": 0.8444791488263871, + "TN": 2625462.466666667, + "TP": 39639.36666666667, + "n_pred": 42458.833333333336, + "n_ref": 41085.53333333333 + }, + "10": { + "Dice": 0.8354414718377741, + "FN": 5989.8, + "FP": 5608.6, + "IoU": 0.7259365516438859, + "TN": 2628809.2666666666, + "TP": 28959.8, + "n_pred": 34568.4, + "n_ref": 34949.6 + }, + "11": { + "Dice": 0.6402147819912197, + "FN": 109.96666666666667, + "FP": 122.5, + "IoU": 0.5083471118281724, + "TN": 2668812.466666667, + "TP": 322.53333333333336, + "n_pred": 445.03333333333336, + "n_ref": 432.5 + }, + "12": { + "Dice": 0.588188250330614, + "FN": 460.23333333333335, + "FP": 342.8666666666667, + "IoU": 0.4508157998740349, + "TN": 2667624.966666667, + "TP": 939.4, + "n_pred": 1282.2666666666667, + "n_ref": 1399.6333333333334 + }, + "13": { + "Dice": 0.724844054899736, + "FN": 9372.066666666668, + "FP": 5579.866666666667, + "IoU": 0.599760194835255, + "TN": 2632113.033333333, + "TP": 22302.5, + "n_pred": 27882.366666666665, + "n_ref": 31674.566666666666 + }, + "14": { + "Dice": 0.8396835624338785, + "FN": 2845.8333333333335, + "FP": 8697.8, + "IoU": 0.7765680329512177, + "TN": 2623188.2, + "TP": 34635.63333333333, + "n_pred": 43333.433333333334, + "n_ref": 37481.46666666667 + }, + "15": { + "Dice": 0.8384821586080964, + "FN": 3411.8, + "FP": 3523.9666666666667, + "IoU": 0.7538627253165026, + "TN": 2630805.2666666666, + "TP": 31626.433333333334, + "n_pred": 35150.4, + "n_ref": 35038.23333333333 + }, + "2": { + "Dice": 0.8867581755201894, + "FN": 8604.333333333334, + "FP": 1055.6, + "IoU": 0.8407881975167122, + "TN": 2632665.3666666667, + "TP": 27042.166666666668, + "n_pred": 28097.766666666666, + "n_ref": 35646.5 + }, + "3": { + "Dice": 0.8938600419805545, + "FN": 1697.5, + "FP": 3244.2, + "IoU": 0.8544789273960529, + "TN": 2619893.7333333334, + "TP": 44532.03333333333, + "n_pred": 47776.23333333333, + "n_ref": 46229.53333333333 + }, + "4": { + "Dice": 0.7548006100141248, + "FN": 2788.1666666666665, + "FP": 1439.5666666666666, + "IoU": 0.6531922841476817, + "TN": 2650473.433333333, + "TP": 14666.3, + "n_pred": 16105.866666666667, + "n_ref": 17454.466666666667 + }, + "5": { + "Dice": 0.7441760552260867, + "FN": 1205.5, + "FP": 773.5666666666667, + "IoU": 0.6232184781480583, + "TN": 2663795.933333333, + "TP": 3592.4666666666667, + "n_pred": 4366.033333333334, + "n_ref": 4797.966666666666 + }, + "6": { + "Dice": 0.9487719451570304, + "FN": 25013.533333333333, + "FP": 9223.466666666667, + "IoU": 0.9066327534335492, + "TN": 2403894.7666666666, + "TP": 231235.7, + "n_pred": 240459.16666666666, + "n_ref": 256249.23333333334 + }, + "7": { + "Dice": 0.8004873057554538, + "FN": 29406.033333333333, + "FP": 12069.933333333332, + "IoU": 0.714979164755396, + "TN": 2502875.033333333, + "TP": 125016.46666666666, + "n_pred": 137086.4, + "n_ref": 154422.5 + }, + "8": { + "Dice": 0.9245008870985371, + "FN": 1424.4, + "FP": 1576.6, + "IoU": 0.8673753714042383, + "TN": 2640756.7333333334, + "TP": 25609.733333333334, + "n_pred": 27186.333333333332, + "n_ref": 27034.133333333335 + }, + "9": { + "Dice": 0.8427165688449089, + "FN": 2415.1666666666665, + "FP": 2263.6, + "IoU": 0.7480272236932762, + "TN": 2647298.8333333335, + "TP": 17389.866666666665, + "n_pred": 19653.466666666667, + "n_ref": 19805.033333333333 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.8450046685340803, + "FN": 92, + "FP": 240, + "IoU": 0.7316087308003234, + "TN": 1225387, + "TP": 905, + "n_pred": 1145, + "n_ref": 997 + }, + "10": { + "Dice": 0.8904546114520209, + "FN": 10365, + "FP": 3970, + "IoU": 0.8025400498643195, + "TN": 1154027, + "TP": 58262, + "n_pred": 62232, + "n_ref": 68627 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7200142260158264, + "FN": 9045, + "FP": 3551, + "IoU": 0.5625173659349819, + "TN": 1197832, + "TP": 16196, + "n_pred": 19747, + "n_ref": 25241 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9306854580397181, + "FN": 134, + "FP": 407, + "IoU": 0.8703570572729451, + "TN": 1222451, + "TP": 3632, + "n_pred": 4039, + "n_ref": 3766 + }, + "3": { + "Dice": 0.9755220145460233, + "FN": 4140, + "FP": 1807, + "IoU": 0.9522137404580152, + "TN": 1102174, + "TP": 118503, + "n_pred": 120310, + "n_ref": 122643 + }, + "4": { + "Dice": 0.5687453042824944, + "FN": 1138, + "FP": 10, + "IoU": 0.3973753280839895, + "TN": 1224719, + "TP": 757, + "n_pred": 767, + "n_ref": 1895 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9426305970149254, + "FN": 516, + "FP": 468, + "IoU": 0.8914865460961623, + "TN": 1217556, + "TP": 8084, + "n_pred": 8552, + "n_ref": 8600 + }, + "7": { + "Dice": 0.8347664026430599, + "FN": 3328, + "FP": 573, + "IoU": 0.7163940385314431, + "TN": 1212869, + "TP": 9854, + "n_pred": 10427, + "n_ref": 13182 + }, + "8": { + "Dice": 0.8624064478986759, + "FN": 9, + "FP": 230, + "IoU": 0.7580971659919028, + "TN": 1225636, + "TP": 749, + "n_pred": 979, + "n_ref": 758 + }, + "9": { + "Dice": 0.8666277030976037, + "FN": 1213, + "FP": 2210, + "IoU": 0.7646452145214522, + "TN": 1212080, + "TP": 11121, + "n_pred": 13331, + "n_ref": 12334 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0009.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0009.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7914542728635682, + "FN": 1315, + "FP": 1467, + "IoU": 0.654881528346359, + "TN": 2269955, + "TP": 5279, + "n_pred": 6746, + "n_ref": 6594 + }, + "11": { + "Dice": 0.8144494414623531, + "FN": 727, + "FP": 552, + "IoU": 0.6869799314733236, + "TN": 2273930, + "TP": 2807, + "n_pred": 3359, + "n_ref": 3534 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.777050395256917, + "FN": 2446, + "FP": 1164, + "IoU": 0.6353903646096354, + "TN": 2268115, + "TP": 6291, + "n_pred": 7455, + "n_ref": 8737 + }, + "14": { + "Dice": 0.9555871370130207, + "FN": 6094, + "FP": 1625, + "IoU": 0.9149515204936095, + "TN": 2187256, + "TP": 83041, + "n_pred": 84666, + "n_ref": 89135 + }, + "15": { + "Dice": 0.8642294064328289, + "FN": 8291, + "FP": 1595, + "IoU": 0.7609189842805321, + "TN": 2236666, + "TP": 31464, + "n_pred": 33059, + "n_ref": 39755 + }, + "2": { + "Dice": 0.973444976076555, + "FN": 660, + "FP": 228, + "IoU": 0.9482638079701701, + "TN": 2260852, + "TP": 16276, + "n_pred": 16504, + "n_ref": 16936 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8815180499845726, + "FN": 666, + "FP": 102, + "IoU": 0.7881379310344827, + "TN": 2274391, + "TP": 2857, + "n_pred": 2959, + "n_ref": 3523 + }, + "5": { + "Dice": 0.5117912694430506, + "FN": 1800, + "FP": 146, + "IoU": 0.34389750505731626, + "TN": 2275050, + "TP": 1020, + "n_pred": 1166, + "n_ref": 2820 + }, + "6": { + "Dice": 0.9685918326823233, + "FN": 9641, + "FP": 12978, + "IoU": 0.9390965316876284, + "TN": 1906625, + "TP": 348772, + "n_pred": 361750, + "n_ref": 358413 + }, + "7": { + "Dice": 0.9513368206916594, + "FN": 10558, + "FP": 2838, + "IoU": 0.9071900677576245, + "TN": 2133678, + "TP": 130942, + "n_pred": 133780, + "n_ref": 141500 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.87258407421724, + "FN": 2715, + "FP": 2559, + "IoU": 0.7739681995457078, + "TN": 2254683, + "TP": 18059, + "n_pred": 20618, + "n_ref": 20774 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0017.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0017.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8739495798319328, + "FN": 10, + "FP": 20, + "IoU": 0.7761194029850746, + "TN": 2628346, + "TP": 104, + "n_pred": 124, + "n_ref": 114 + }, + "10": { + "Dice": 0.7185679004374425, + "FN": 3296, + "FP": 14139, + "IoU": 0.5607537853021943, + "TN": 2588787, + "TP": 22258, + "n_pred": 36397, + "n_ref": 25554 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.4853874893987668, + "FN": 13845, + "FP": 8606, + "IoU": 0.320469747873725, + "TN": 2595441, + "TP": 10588, + "n_pred": 19194, + "n_ref": 24433 + }, + "14": { + "Dice": 0.7551419658435996, + "FN": 639, + "FP": 3992, + "IoU": 0.6066089024804621, + "TN": 2616708, + "TP": 7141, + "n_pred": 11133, + "n_ref": 7780 + }, + "15": { + "Dice": 0.9175145841812509, + "FN": 9624, + "FP": 7400, + "IoU": 0.8475999498684046, + "TN": 2516774, + "TP": 94682, + "n_pred": 102082, + "n_ref": 104306 + }, + "2": { + "Dice": 0.9140511830033801, + "FN": 270, + "FP": 86, + "IoU": 0.8417074255224545, + "TN": 2626231, + "TP": 1893, + "n_pred": 1979, + "n_ref": 2163 + }, + "3": { + "Dice": 0.9696534017971759, + "FN": 3827, + "FP": 2674, + "IoU": 0.941094388517891, + "TN": 2518117, + "TP": 103862, + "n_pred": 106536, + "n_ref": 107689 + }, + "4": { + "Dice": 0.9183246073298429, + "FN": 1480, + "FP": 1484, + "IoU": 0.8489835430784124, + "TN": 2608853, + "TP": 16663, + "n_pred": 18147, + "n_ref": 18143 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9782721289814672, + "FN": 9972, + "FP": 8906, + "IoU": 0.9574683795267855, + "TN": 2184622, + "TP": 424980, + "n_pred": 433886, + "n_ref": 434952 + }, + "7": { + "Dice": 0.8844759622050987, + "FN": 8645, + "FP": 3019, + "IoU": 0.792879339429992, + "TN": 2572165, + "TP": 44651, + "n_pred": 47670, + "n_ref": 53296 + }, + "8": { + "Dice": 0.9438819785941568, + "FN": 263, + "FP": 125, + "IoU": 0.8937277458230621, + "TN": 2624829, + "TP": 3263, + "n_pred": 3388, + "n_ref": 3526 + }, + "9": { + "Dice": 0.7007061379684953, + "FN": 481, + "FP": 5029, + "IoU": 0.5392976588628763, + "TN": 2616520, + "TP": 6450, + "n_pred": 11479, + "n_ref": 6931 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0030.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0030.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9191323594510845, + "FN": 2568, + "FP": 1999, + "IoU": 0.8503653222371482, + "TN": 2948423, + "TP": 25954, + "n_pred": 27953, + "n_ref": 28522 + }, + "10": { + "Dice": 0.7105640992916853, + "FN": 32093, + "FP": 4193, + "IoU": 0.5510658567062986, + "TN": 2898117, + "TP": 44541, + "n_pred": 48734, + "n_ref": 76634 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5566481402308678, + "FN": 275, + "FP": 1799, + "IoU": 0.38566350710900477, + "TN": 2975568, + "TP": 1302, + "n_pred": 3101, + "n_ref": 1577 + }, + "13": { + "Dice": 0.5104224739268183, + "FN": 1620, + "FP": 34385, + "IoU": 0.3426625771351371, + "TN": 2924170, + "TP": 18769, + "n_pred": 53154, + "n_ref": 20389 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9669392108069677, + "FN": 3229, + "FP": 2909, + "IoU": 0.9359944941500344, + "TN": 2883046, + "TP": 89760, + "n_pred": 92669, + "n_ref": 92989 + }, + "4": { + "Dice": 0.5958549222797928, + "FN": 415, + "FP": 53, + "IoU": 0.42435424354243545, + "TN": 2978131, + "TP": 345, + "n_pred": 398, + "n_ref": 760 + }, + "5": { + "Dice": 0.6099966843501327, + "FN": 3891, + "FP": 5519, + "IoU": 0.4388454886993858, + "TN": 2962175, + "TP": 7359, + "n_pred": 12878, + "n_ref": 11250 + }, + "6": { + "Dice": 0.928748280605227, + "FN": 4327, + "FP": 9918, + "IoU": 0.866974833076528, + "TN": 2871859, + "TP": 92840, + "n_pred": 102758, + "n_ref": 97167 + }, + "7": { + "Dice": 0.22022953230395448, + "FN": 35815, + "FP": 12969, + "IoU": 0.1237404127674097, + "TN": 2923271, + "TP": 6889, + "n_pred": 19858, + "n_ref": 42704 + }, + "8": { + "Dice": 0.9269909871215832, + "FN": 4613, + "FP": 6266, + "IoU": 0.8639172420694486, + "TN": 2899000, + "TP": 69065, + "n_pred": 75331, + "n_ref": 73678 + }, + "9": { + "Dice": 0.8456831933532015, + "FN": 4964, + "FP": 8706, + "IoU": 0.7326265965145617, + "TN": 2927817, + "TP": 37457, + "n_pred": 46163, + "n_ref": 42421 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0044.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0044.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8933830560336584, + "FN": 396, + "FP": 1834, + "IoU": 0.8073101183789856, + "TN": 2792139, + "TP": 9343, + "n_pred": 11177, + "n_ref": 9739 + }, + "10": { + "Dice": 0.6141699302603196, + "FN": 11687, + "FP": 6736, + "IoU": 0.4431783836063592, + "TN": 2770626, + "TP": 14663, + "n_pred": 21399, + "n_ref": 26350 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5454545454545454, + "FN": 5, + "FP": 0, + "IoU": 0.375, + "TN": 2803704, + "TP": 3, + "n_pred": 3, + "n_ref": 8 + }, + "13": { + "Dice": 0.37815562405400327, + "FN": 49531, + "FP": 6754, + "IoU": 0.2331639395632093, + "TN": 2730313, + "TP": 17114, + "n_pred": 23868, + "n_ref": 66645 + }, + "14": { + "Dice": 0.9303677390707625, + "FN": 3055, + "FP": 395, + "IoU": 0.8698014944524115, + "TN": 2777214, + "TP": 23048, + "n_pred": 23443, + "n_ref": 26103 + }, + "15": { + "Dice": 0.8686368817592928, + "FN": 2099, + "FP": 2626, + "IoU": 0.7677790337641913, + "TN": 2783365, + "TP": 15622, + "n_pred": 18248, + "n_ref": 17721 + }, + "2": { + "Dice": 0.34270023952795464, + "FN": 22127, + "FP": 375, + "IoU": 0.20678228990411732, + "TN": 2775344, + "TP": 5866, + "n_pred": 6241, + "n_ref": 27993 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 21754, + "IoU": 0.0, + "TN": 2781958, + "TP": 0, + "n_pred": 21754, + "n_ref": 0 + }, + "4": { + "Dice": 0.905386721609239, + "FN": 1904, + "FP": 5076, + "IoU": 0.8271293062882334, + "TN": 2763335, + "TP": 33397, + "n_pred": 38473, + "n_ref": 35301 + }, + "5": { + "Dice": 0.8079470198675497, + "FN": 80, + "FP": 36, + "IoU": 0.6777777777777778, + "TN": 2803352, + "TP": 244, + "n_pred": 280, + "n_ref": 324 + }, + "6": { + "Dice": 0.8920711164106573, + "FN": 7444, + "FP": 11745, + "IoU": 0.8051700155344144, + "TN": 2705221, + "TP": 79302, + "n_pred": 91047, + "n_ref": 86746 + }, + "7": { + "Dice": 0.7194291082358, + "FN": 231873, + "FP": 33044, + "IoU": 0.5618034213198977, + "TN": 2199150, + "TP": 339645, + "n_pred": 372689, + "n_ref": 571518 + }, + "8": { + "Dice": 0.9157738585791989, + "FN": 1048, + "FP": 996, + "IoU": 0.8446336272423229, + "TN": 2790556, + "TP": 11112, + "n_pred": 12108, + "n_ref": 12160 + }, + "9": { + "Dice": 0.2261437908496732, + "FN": 962, + "FP": 222, + "IoU": 0.12748710390567428, + "TN": 2802355, + "TP": 173, + "n_pred": 395, + "n_ref": 1135 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0050.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0050.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6493074517202005, + "FN": 308, + "FP": 13820, + "IoU": 0.4807218730473775, + "TN": 6456377, + "TP": 13079, + "n_pred": 26899, + "n_ref": 13387 + }, + "10": { + "Dice": 0.7896768103065305, + "FN": 6772, + "FP": 8378, + "IoU": 0.6524511940538185, + "TN": 6439993, + "TP": 28441, + "n_pred": 36819, + "n_ref": 35213 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 6483584, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.34814814814814815, + "FN": 121, + "FP": 759, + "IoU": 0.21076233183856502, + "TN": 6482469, + "TP": 235, + "n_pred": 994, + "n_ref": 356 + }, + "13": { + "Dice": 0.8029651352231998, + "FN": 1890, + "FP": 10204, + "IoU": 0.6707951111957972, + "TN": 6446847, + "TP": 24643, + "n_pred": 34847, + "n_ref": 26533 + }, + "14": { + "Dice": 0.020437720408108328, + "FN": 2736, + "FP": 179203, + "IoU": 0.010324363430647802, + "TN": 6299747, + "TP": 1898, + "n_pred": 181101, + "n_ref": 4634 + }, + "15": { + "Dice": 0.8689497126171247, + "FN": 5767, + "FP": 8415, + "IoU": 0.7682679738562092, + "TN": 6422384, + "TP": 47018, + "n_pred": 55433, + "n_ref": 52785 + }, + "2": { + "Dice": 0.9410455448458539, + "FN": 2366, + "FP": 4044, + "IoU": 0.8886553527071862, + "TN": 6426015, + "TP": 51159, + "n_pred": 55203, + "n_ref": 53525 + }, + "3": { + "Dice": 0.9188934790566333, + "FN": 452, + "FP": 1099, + "IoU": 0.8499564670600754, + "TN": 6473247, + "TP": 8786, + "n_pred": 9885, + "n_ref": 9238 + }, + "4": { + "Dice": 0.8073374812272045, + "FN": 2275, + "FP": 3113, + "IoU": 0.6769203094081669, + "TN": 6466907, + "TP": 11289, + "n_pred": 14402, + "n_ref": 13564 + }, + "5": { + "Dice": 0.6493298446093875, + "FN": 5101, + "FP": 1466, + "IoU": 0.48074642207638174, + "TN": 6470937, + "TP": 6080, + "n_pred": 7546, + "n_ref": 11181 + }, + "6": { + "Dice": 0.9354006549488739, + "FN": 15214, + "FP": 42782, + "IoU": 0.8786410204901567, + "TN": 6005696, + "TP": 419892, + "n_pred": 462674, + "n_ref": 435106 + }, + "7": { + "Dice": 0.7780327557049589, + "FN": 21022, + "FP": 32661, + "IoU": 0.6367050830022941, + "TN": 6335817, + "TP": 94084, + "n_pred": 126745, + "n_ref": 115106 + }, + "8": { + "Dice": 0.8786908364426947, + "FN": 7176, + "FP": 5211, + "IoU": 0.7836294083739453, + "TN": 6426335, + "TP": 44862, + "n_pred": 50073, + "n_ref": 52038 + }, + "9": { + "Dice": 0.7648374512353706, + "FN": 4774, + "FP": 4268, + "IoU": 0.6192200791712288, + "TN": 6459838, + "TP": 14704, + "n_pred": 18972, + "n_ref": 19478 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0052.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0052.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 36361, + "IoU": 0.0, + "TN": 5220599, + "TP": 0, + "n_pred": 36361, + "n_ref": 0 + }, + "10": { + "Dice": 0.7707135084719415, + "FN": 8440, + "FP": 9260, + "IoU": 0.6269600404653516, + "TN": 5209512, + "TP": 29748, + "n_pred": 39008, + "n_ref": 38188 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 5256960, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 1800, + "FP": 345, + "IoU": 0.0, + "TN": 5254815, + "TP": 0, + "n_pred": 345, + "n_ref": 1800 + }, + "13": { + "Dice": 0.6869472997226301, + "FN": 35021, + "FP": 3353, + "IoU": 0.5231681101432708, + "TN": 5176483, + "TP": 42103, + "n_pred": 45456, + "n_ref": 77124 + }, + "14": { + "Dice": 0.9519409322812689, + "FN": 2986, + "FP": 4597, + "IoU": 0.908289390934159, + "TN": 5174276, + "TP": 75101, + "n_pred": 79698, + "n_ref": 78087 + }, + "15": { + "Dice": 0.8924508385785215, + "FN": 1010, + "FP": 1741, + "IoU": 0.8057889163430992, + "TN": 5242795, + "TP": 11414, + "n_pred": 13155, + "n_ref": 12424 + }, + "2": { + "Dice": 0.917984496124031, + "FN": 1857, + "FP": 2375, + "IoU": 0.8484023499068635, + "TN": 5229044, + "TP": 23684, + "n_pred": 26059, + "n_ref": 25541 + }, + "3": { + "Dice": 0.9378539474825582, + "FN": 1743, + "FP": 3272, + "IoU": 0.8829802128056748, + "TN": 5214104, + "TP": 37841, + "n_pred": 41113, + "n_ref": 39584 + }, + "4": { + "Dice": 0.5811487824769894, + "FN": 6898, + "FP": 292, + "IoU": 0.4095910658564625, + "TN": 5244782, + "TP": 4988, + "n_pred": 5280, + "n_ref": 11886 + }, + "5": { + "Dice": 0.8483376749525365, + "FN": 2393, + "FP": 1042, + "IoU": 0.7366201502836989, + "TN": 5243918, + "TP": 9607, + "n_pred": 10649, + "n_ref": 12000 + }, + "6": { + "Dice": 0.9558560383135372, + "FN": 6736, + "FP": 11791, + "IoU": 0.9154446832883789, + "TN": 5037849, + "TP": 200584, + "n_pred": 212375, + "n_ref": 207320 + }, + "7": { + "Dice": 0.8350441064415919, + "FN": 61010, + "FP": 29048, + "IoU": 0.7168031949183189, + "TN": 4938955, + "TP": 227947, + "n_pred": 256995, + "n_ref": 288957 + }, + "8": { + "Dice": 0.9318643646065163, + "FN": 1798, + "FP": 3131, + "IoU": 0.8724213795781027, + "TN": 5218325, + "TP": 33706, + "n_pred": 36837, + "n_ref": 35504 + }, + "9": { + "Dice": 0.7665518204674551, + "FN": 1969, + "FP": 538, + "IoU": 0.621470632643817, + "TN": 5250337, + "TP": 4116, + "n_pred": 4654, + "n_ref": 6085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0057.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0057.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9370194068106921, + "FN": 141, + "FP": 203, + "IoU": 0.8815018945918016, + "TN": 2099881, + "TP": 2559, + "n_pred": 2762, + "n_ref": 2700 + }, + "10": { + "Dice": 0.7577780686826373, + "FN": 10153, + "FP": 12051, + "IoU": 0.6100182661233666, + "TN": 2045848, + "TP": 34732, + "n_pred": 46783, + "n_ref": 44885 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.709519934906428, + "FN": 1162, + "FP": 1337, + "IoU": 0.5498108448928121, + "TN": 2097233, + "TP": 3052, + "n_pred": 4389, + "n_ref": 4214 + }, + "13": { + "Dice": 0.7830291177748805, + "FN": 6951, + "FP": 9025, + "IoU": 0.64342469422373, + "TN": 2057980, + "TP": 28828, + "n_pred": 37853, + "n_ref": 35779 + }, + "14": { + "Dice": 0.8666531421170082, + "FN": 1651, + "FP": 6894, + "IoU": 0.7646848236168865, + "TN": 2066471, + "TP": 27768, + "n_pred": 34662, + "n_ref": 29419 + }, + "15": { + "Dice": 0.549681390175779, + "FN": 358, + "FP": 26567, + "IoU": 0.37900733428663685, + "TN": 2059426, + "TP": 16433, + "n_pred": 43000, + "n_ref": 16791 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9494041458438064, + "FN": 1306, + "FP": 405, + "IoU": 0.9036816032425129, + "TN": 2085020, + "TP": 16053, + "n_pred": 16458, + "n_ref": 17359 + }, + "4": { + "Dice": 0.8513560380106818, + "FN": 1074, + "FP": 1069, + "IoU": 0.741183574879227, + "TN": 2094504, + "TP": 6137, + "n_pred": 7206, + "n_ref": 7211 + }, + "5": { + "Dice": 0.5353881278538812, + "FN": 795, + "FP": 19, + "IoU": 0.36554949337490256, + "TN": 2101501, + "TP": 469, + "n_pred": 488, + "n_ref": 1264 + }, + "6": { + "Dice": 0.9525315413249004, + "FN": 5388, + "FP": 6140, + "IoU": 0.9093653688911252, + "TN": 1975592, + "TP": 115664, + "n_pred": 121804, + "n_ref": 121052 + }, + "7": { + "Dice": 0.8922091594243755, + "FN": 9966, + "FP": 14505, + "IoU": 0.8053949597207091, + "TN": 1977037, + "TP": 101276, + "n_pred": 115781, + "n_ref": 111242 + }, + "8": { + "Dice": 0.8875762689861093, + "FN": 1149, + "FP": 583, + "IoU": 0.7978760648850508, + "TN": 2094215, + "TP": 6837, + "n_pred": 7420, + "n_ref": 7986 + }, + "9": { + "Dice": 0.9419518079378623, + "FN": 726, + "FP": 1247, + "IoU": 0.890273066014126, + "TN": 2084803, + "TP": 16008, + "n_pred": 17255, + "n_ref": 16734 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0075.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0075.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8210922787193974, + "FN": 159, + "FP": 316, + "IoU": 0.6964856230031949, + "TN": 1049827, + "TP": 1090, + "n_pred": 1406, + "n_ref": 1249 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9484536082474226, + "FN": 4566, + "FP": 1269, + "IoU": 0.9019607843137255, + "TN": 991875, + "TP": 53682, + "n_pred": 54951, + "n_ref": 58248 + }, + "15": { + "Dice": 0.8158998036406092, + "FN": 580, + "FP": 2889, + "IoU": 0.6890462531373253, + "TN": 1040236, + "TP": 7687, + "n_pred": 10576, + "n_ref": 8267 + }, + "2": { + "Dice": 0.8872389791183295, + "FN": 184, + "FP": 59, + "IoU": 0.7973311092577148, + "TN": 1050193, + "TP": 956, + "n_pred": 1015, + "n_ref": 1140 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8886655660038763, + "FN": 857, + "FP": 694, + "IoU": 0.7996382896266632, + "TN": 1043651, + "TP": 6190, + "n_pred": 6884, + "n_ref": 7047 + }, + "6": { + "Dice": 0.9745320408052932, + "FN": 2875, + "FP": 9373, + "IoU": 0.9503290981130086, + "TN": 804809, + "TP": 234335, + "n_pred": 243708, + "n_ref": 237210 + }, + "7": { + "Dice": 0.945093374810658, + "FN": 2542, + "FP": 2859, + "IoU": 0.8959023976563102, + "TN": 999508, + "TP": 46483, + "n_pred": 49342, + "n_ref": 49025 + }, + "8": { + "Dice": 0.9514372488265791, + "FN": 753, + "FP": 830, + "IoU": 0.9073727325921591, + "TN": 1034302, + "TP": 15507, + "n_pred": 16337, + "n_ref": 16260 + }, + "9": { + "Dice": 0.9155590304925724, + "FN": 75, + "FP": 141, + "IoU": 0.8442682047584715, + "TN": 1050005, + "TP": 1171, + "n_pred": 1312, + "n_ref": 1246 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0098.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0098.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9900771139016558, + "FN": 2718, + "FP": 2442, + "IoU": 0.9803492202524897, + "TN": 3942983, + "TP": 257425, + "n_pred": 259867, + "n_ref": 260143 + }, + "10": { + "Dice": 0.8931082637136487, + "FN": 1209, + "FP": 3154, + "IoU": 0.8068614431164232, + "TN": 4182978, + "TP": 18227, + "n_pred": 21381, + "n_ref": 19436 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4205568, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.719222139117427, + "FN": 2302, + "FP": 1452, + "IoU": 0.5615510394767578, + "TN": 4197006, + "TP": 4808, + "n_pred": 6260, + "n_ref": 7110 + }, + "13": { + "Dice": 0.8872596110275326, + "FN": 3442, + "FP": 8998, + "IoU": 0.7973644345262335, + "TN": 4144177, + "TP": 48951, + "n_pred": 57949, + "n_ref": 52393 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 4140, + "IoU": 0.0, + "TN": 4201428, + "TP": 0, + "n_pred": 4140, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4205568, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9815319285313677, + "FN": 680, + "FP": 242, + "IoU": 0.9637336270306416, + "TN": 4180145, + "TP": 24501, + "n_pred": 24743, + "n_ref": 25181 + }, + "3": { + "Dice": 0.9634451677516275, + "FN": 446, + "FP": 722, + "IoU": 0.9294685990338164, + "TN": 4189008, + "TP": 15392, + "n_pred": 16114, + "n_ref": 15838 + }, + "4": { + "Dice": 0.8980890179003387, + "FN": 6509, + "FP": 1917, + "IoU": 0.8150286479485435, + "TN": 4160015, + "TP": 37127, + "n_pred": 39044, + "n_ref": 43636 + }, + "5": { + "Dice": 0.8806649070590218, + "FN": 3725, + "FP": 525, + "IoU": 0.7867750351194059, + "TN": 4185636, + "TP": 15682, + "n_pred": 16207, + "n_ref": 19407 + }, + "6": { + "Dice": 0.9653554883529665, + "FN": 13143, + "FP": 5897, + "IoU": 0.933031082160029, + "TN": 3921257, + "TP": 265271, + "n_pred": 271168, + "n_ref": 278414 + }, + "7": { + "Dice": 0.744121783940552, + "FN": 6012, + "FP": 55659, + "IoU": 0.592511100539169, + "TN": 4054224, + "TP": 89673, + "n_pred": 145332, + "n_ref": 95685 + }, + "8": { + "Dice": 0.9534887315670696, + "FN": 4231, + "FP": 1787, + "IoU": 0.9111117675730765, + "TN": 4137865, + "TP": 61685, + "n_pred": 63472, + "n_ref": 65916 + }, + "9": { + "Dice": 0.9593176013393785, + "FN": 1060, + "FP": 2269, + "IoU": 0.9218159186453416, + "TN": 4162989, + "TP": 39250, + "n_pred": 41519, + "n_ref": 40310 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0153.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0153.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9602742095930107, + "FN": 23556, + "FP": 5836, + "IoU": 0.9235841011668295, + "TN": 2594312, + "TP": 355240, + "n_pred": 361076, + "n_ref": 378796 + }, + "10": { + "Dice": 0.7842386641145799, + "FN": 2137, + "FP": 14208, + "IoU": 0.6450597176981542, + "TN": 2932894, + "TP": 29705, + "n_pred": 43913, + "n_ref": 31842 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8090105835518011, + "FN": 1604, + "FP": 363, + "IoU": 0.6792760476112832, + "TN": 2972811, + "TP": 4166, + "n_pred": 4529, + "n_ref": 5770 + }, + "13": { + "Dice": 0.7489987937273824, + "FN": 17875, + "FP": 2933, + "IoU": 0.5987194816214757, + "TN": 2927090, + "TP": 31046, + "n_pred": 33979, + "n_ref": 48921 + }, + "14": { + "Dice": 0.9920739762219286, + "FN": 456, + "FP": 1656, + "IoU": 0.9842726081258192, + "TN": 2844656, + "TP": 132176, + "n_pred": 133832, + "n_ref": 132632 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9811015392884337, + "FN": 3380, + "FP": 2949, + "IoU": 0.9629041333552153, + "TN": 2808332, + "TP": 164283, + "n_pred": 167232, + "n_ref": 167663 + }, + "4": { + "Dice": 0.9255068239035378, + "FN": 905, + "FP": 1906, + "IoU": 0.8613426725201007, + "TN": 2958671, + "TP": 17462, + "n_pred": 19368, + "n_ref": 18367 + }, + "5": { + "Dice": 0.9096662243543941, + "FN": 412, + "FP": 473, + "IoU": 0.8343006927541659, + "TN": 2973603, + "TP": 4456, + "n_pred": 4929, + "n_ref": 4868 + }, + "6": { + "Dice": 0.9518913931725319, + "FN": 8937, + "FP": 26833, + "IoU": 0.9081991951710262, + "TN": 2589296, + "TP": 353878, + "n_pred": 380711, + "n_ref": 362815 + }, + "7": { + "Dice": 0.9426318905612165, + "FN": 1970, + "FP": 1712, + "IoU": 0.8914888600730874, + "TN": 2945012, + "TP": 30250, + "n_pred": 31962, + "n_ref": 32220 + }, + "8": { + "Dice": 0.9201007556675063, + "FN": 3469, + "FP": 2082, + "IoU": 0.8520246314610935, + "TN": 2941431, + "TP": 31962, + "n_pred": 34044, + "n_ref": 35431 + }, + "9": { + "Dice": 0.8741387322947607, + "FN": 1655, + "FP": 4574, + "IoU": 0.7764178033022254, + "TN": 2951084, + "TP": 21631, + "n_pred": 26205, + "n_ref": 23286 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0159.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0159.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9589622053137083, + "FN": 699, + "FP": 288, + "IoU": 0.9211598370476876, + "TN": 2090265, + "TP": 11532, + "n_pred": 11820, + "n_ref": 12231 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9449995539298778, + "FN": 1277, + "FP": 1189, + "IoU": 0.8957337956111793, + "TN": 2079133, + "TP": 21185, + "n_pred": 22374, + "n_ref": 22462 + }, + "14": { + "Dice": 0.9491781430475345, + "FN": 2703, + "FP": 1873, + "IoU": 0.9032721738395197, + "TN": 2055476, + "TP": 42732, + "n_pred": 44605, + "n_ref": 45435 + }, + "15": { + "Dice": 0.9353828268802273, + "FN": 1197, + "FP": 804, + "IoU": 0.878609560786217, + "TN": 2086300, + "TP": 14483, + "n_pred": 15287, + "n_ref": 15680 + }, + "2": { + "Dice": 0.9581313353900397, + "FN": 243, + "FP": 42, + "IoU": 0.9196277495769881, + "TN": 2099238, + "TP": 3261, + "n_pred": 3303, + "n_ref": 3504 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9578939312772633, + "FN": 1369, + "FP": 1382, + "IoU": 0.9191904356255324, + "TN": 2068741, + "TP": 31292, + "n_pred": 32674, + "n_ref": 32661 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9883702991142733, + "FN": 2911, + "FP": 2215, + "IoU": 0.9770079884456844, + "TN": 1879837, + "TP": 217821, + "n_pred": 220036, + "n_ref": 220732 + }, + "7": { + "Dice": 0.9547754999502798, + "FN": 4641, + "FP": 4000, + "IoU": 0.9134645235591607, + "TN": 2002929, + "TP": 91214, + "n_pred": 95214, + "n_ref": 95855 + }, + "8": { + "Dice": 0.8939302104078275, + "FN": 1952, + "FP": 498, + "IoU": 0.8082041647095664, + "TN": 2090010, + "TP": 10324, + "n_pred": 10822, + "n_ref": 12276 + }, + "9": { + "Dice": 0.9372054128021895, + "FN": 748, + "FP": 2143, + "IoU": 0.8818311874105865, + "TN": 2078319, + "TP": 21574, + "n_pred": 23717, + "n_ref": 22322 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0170.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0170.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9591931200818574, + "FN": 901, + "FP": 774, + "IoU": 0.9215860680679744, + "TN": 3483279, + "TP": 19686, + "n_pred": 20460, + "n_ref": 20587 + }, + "10": { + "Dice": 0.870129317679088, + "FN": 2886, + "FP": 9326, + "IoU": 0.7701140770302323, + "TN": 3451518, + "TP": 40910, + "n_pred": 50236, + "n_ref": 43796 + }, + "11": { + "Dice": 0.7550047664442326, + "FN": 228, + "FP": 29, + "IoU": 0.6064318529862175, + "TN": 3503987, + "TP": 396, + "n_pred": 425, + "n_ref": 624 + }, + "12": { + "Dice": 0.853411513859275, + "FN": 453, + "FP": 97, + "IoU": 0.7443049744304975, + "TN": 3502489, + "TP": 1601, + "n_pred": 1698, + "n_ref": 2054 + }, + "13": { + "Dice": 0.5737586543770973, + "FN": 15906, + "FP": 4164, + "IoU": 0.40228721186491156, + "TN": 3471062, + "TP": 13508, + "n_pred": 17672, + "n_ref": 29414 + }, + "14": { + "Dice": 0.893984426813392, + "FN": 3408, + "FP": 5224, + "IoU": 0.8082928020965199, + "TN": 3459613, + "TP": 36395, + "n_pred": 41619, + "n_ref": 39803 + }, + "15": { + "Dice": 0.940991682433156, + "FN": 533, + "FP": 1120, + "IoU": 0.8885592934672689, + "TN": 3489807, + "TP": 13180, + "n_pred": 14300, + "n_ref": 13713 + }, + "2": { + "Dice": 0.9784676389422261, + "FN": 2260, + "FP": 2562, + "IoU": 0.9578430172579602, + "TN": 3390258, + "TP": 109560, + "n_pred": 112122, + "n_ref": 111820 + }, + "3": { + "Dice": 0.9548838220779873, + "FN": 3765, + "FP": 1629, + "IoU": 0.9136628465330687, + "TN": 3442164, + "TP": 57082, + "n_pred": 58711, + "n_ref": 60847 + }, + "4": { + "Dice": 0.937602813545862, + "FN": 7138, + "FP": 1662, + "IoU": 0.8825351059853703, + "TN": 3429724, + "TP": 66116, + "n_pred": 67778, + "n_ref": 73254 + }, + "5": { + "Dice": 0.47725321888412015, + "FN": 2866, + "FP": 7487, + "IoU": 0.3134160090191657, + "TN": 3489561, + "TP": 4726, + "n_pred": 12213, + "n_ref": 7592 + }, + "6": { + "Dice": 0.963331577071485, + "FN": 11562, + "FP": 7368, + "IoU": 0.9292571817227165, + "TN": 3237051, + "TP": 248659, + "n_pred": 256027, + "n_ref": 260221 + }, + "7": { + "Dice": 0.0003675524681148234, + "FN": 122, + "FP": 27075, + "IoU": 0.00018381001396956107, + "TN": 3477438, + "TP": 5, + "n_pred": 27080, + "n_ref": 127 + }, + "8": { + "Dice": 0.9674017835623042, + "FN": 780, + "FP": 1384, + "IoU": 0.9368617611017097, + "TN": 3470366, + "TP": 32110, + "n_pred": 33494, + "n_ref": 32890 + }, + "9": { + "Dice": 0.9230643879982889, + "FN": 3893, + "FP": 3661, + "IoU": 0.8571212407792699, + "TN": 3451770, + "TP": 45316, + "n_pred": 48977, + "n_ref": 49209 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0175.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0175.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9701171181828937, + "FN": 945, + "FP": 318, + "IoU": 0.9419683881639405, + "TN": 1730556, + "TP": 20501, + "n_pred": 20819, + "n_ref": 21446 + }, + "10": { + "Dice": 0.8056695537125287, + "FN": 2130, + "FP": 13733, + "IoU": 0.6745784269478521, + "TN": 1703574, + "TP": 32883, + "n_pred": 46616, + "n_ref": 35013 + }, + "11": { + "Dice": 0.6582914572864321, + "FN": 113, + "FP": 23, + "IoU": 0.49063670411985016, + "TN": 1752053, + "TP": 131, + "n_pred": 154, + "n_ref": 244 + }, + "12": { + "Dice": 0.6583143507972665, + "FN": 526, + "FP": 374, + "IoU": 0.4906621392190153, + "TN": 1750553, + "TP": 867, + "n_pred": 1241, + "n_ref": 1393 + }, + "13": { + "Dice": 0.7675888291595647, + "FN": 1468, + "FP": 7395, + "IoU": 0.6228350142559258, + "TN": 1728821, + "TP": 14636, + "n_pred": 22031, + "n_ref": 16104 + }, + "14": { + "Dice": 0.942576911620782, + "FN": 1592, + "FP": 3806, + "IoU": 0.8913905152813827, + "TN": 1702619, + "TP": 44303, + "n_pred": 48109, + "n_ref": 45895 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 1752314, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "2": { + "Dice": 0.9678180440072719, + "FN": 2046, + "FP": 3601, + "IoU": 0.9376428626641196, + "TN": 1661761, + "TP": 84912, + "n_pred": 88513, + "n_ref": 86958 + }, + "3": { + "Dice": 0.9707929903176763, + "FN": 285, + "FP": 80, + "IoU": 0.9432436635048982, + "TN": 1745889, + "TP": 6066, + "n_pred": 6146, + "n_ref": 6351 + }, + "4": { + "Dice": 0.9712529738302934, + "FN": 2645, + "FP": 835, + "IoU": 0.9441125457698979, + "TN": 1690052, + "TP": 58788, + "n_pred": 59623, + "n_ref": 61433 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9746846934692629, + "FN": 6679, + "FP": 850, + "IoU": 0.9506194701873824, + "TN": 1599851, + "TP": 144940, + "n_pred": 145790, + "n_ref": 151619 + }, + "7": { + "Dice": 0.9343653719884842, + "FN": 4694, + "FP": 5702, + "IoU": 0.8768158873853591, + "TN": 1667926, + "TP": 73998, + "n_pred": 79700, + "n_ref": 78692 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0180.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0180.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9505660459355512, + "FN": 1163, + "FP": 1112, + "IoU": 0.9057892993208547, + "TN": 2253868, + "TP": 21873, + "n_pred": 22985, + "n_ref": 23036 + }, + "10": { + "Dice": 0.8638943201869427, + "FN": 2971, + "FP": 8445, + "IoU": 0.7603996138185787, + "TN": 2230370, + "TP": 36230, + "n_pred": 44675, + "n_ref": 39201 + }, + "11": { + "Dice": 0.7562076749435666, + "FN": 165, + "FP": 51, + "IoU": 0.6079854809437386, + "TN": 2277465, + "TP": 335, + "n_pred": 386, + "n_ref": 500 + }, + "12": { + "Dice": 0.7105868814729575, + "FN": 724, + "FP": 282, + "IoU": 0.5510932619366354, + "TN": 2275775, + "TP": 1235, + "n_pred": 1517, + "n_ref": 1959 + }, + "13": { + "Dice": 0.8991827332681203, + "FN": 5240, + "FP": 4345, + "IoU": 0.8168319669781574, + "TN": 2225687, + "TP": 42744, + "n_pred": 47089, + "n_ref": 47984 + }, + "14": { + "Dice": 0.6449903283875801, + "FN": 25077, + "FP": 6674, + "IoU": 0.4760042248407433, + "TN": 2217422, + "TP": 28843, + "n_pred": 35517, + "n_ref": 53920 + }, + "15": { + "Dice": 0.8983330830455023, + "FN": 142, + "FP": 1889, + "IoU": 0.8154307524536533, + "TN": 2267012, + "TP": 8973, + "n_pred": 10862, + "n_ref": 9115 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9433431705551534, + "FN": 2856, + "FP": 1214, + "IoU": 0.8927621004927146, + "TN": 2240063, + "TP": 33883, + "n_pred": 35097, + "n_ref": 36739 + }, + "4": { + "Dice": 0.9143641501816714, + "FN": 4654, + "FP": 649, + "IoU": 0.8422383530671744, + "TN": 2244402, + "TP": 28311, + "n_pred": 28960, + "n_ref": 32965 + }, + "5": { + "Dice": 0.9026929982046679, + "FN": 1456, + "FP": 170, + "IoU": 0.8226439790575916, + "TN": 2268848, + "TP": 7542, + "n_pred": 7712, + "n_ref": 8998 + }, + "6": { + "Dice": 0.9012161936046358, + "FN": 2497, + "FP": 8720, + "IoU": 0.8201942805847653, + "TN": 2215632, + "TP": 51167, + "n_pred": 59887, + "n_ref": 53664 + }, + "7": { + "Dice": 0.9284989364512227, + "FN": 5678, + "FP": 4608, + "IoU": 0.866540377828524, + "TN": 2200944, + "TP": 66786, + "n_pred": 71394, + "n_ref": 72464 + }, + "8": { + "Dice": 0.9580040521475321, + "FN": 1919, + "FP": 2040, + "IoU": 0.9193932607146493, + "TN": 2228901, + "TP": 45156, + "n_pred": 47196, + "n_ref": 47075 + }, + "9": { + "Dice": 0.8267149375872082, + "FN": 7590, + "FP": 1600, + "IoU": 0.7046155824119311, + "TN": 2246904, + "TP": 21922, + "n_pred": 23522, + "n_ref": 29512 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0186.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0186.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9484741322855271, + "FN": 574, + "FP": 1393, + "IoU": 0.9019979074286284, + "TN": 2082713, + "TP": 18104, + "n_pred": 19497, + "n_ref": 18678 + }, + "10": { + "Dice": 0.6802043189747565, + "FN": 24519, + "FP": 3529, + "IoU": 0.5153860773709764, + "TN": 2044907, + "TP": 29829, + "n_pred": 33358, + "n_ref": 54348 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6949838187702265, + "FN": 273, + "FP": 481, + "IoU": 0.532548047117173, + "TN": 2101171, + "TP": 859, + "n_pred": 1340, + "n_ref": 1132 + }, + "13": { + "Dice": 0.8021415180038269, + "FN": 6198, + "FP": 4039, + "IoU": 0.6696463147024655, + "TN": 2071796, + "TP": 20751, + "n_pred": 24790, + "n_ref": 26949 + }, + "14": { + "Dice": 0.8702034352539896, + "FN": 2006, + "FP": 6518, + "IoU": 0.7702302010890075, + "TN": 2065686, + "TP": 28574, + "n_pred": 35092, + "n_ref": 30580 + }, + "15": { + "Dice": 0.8873743054273195, + "FN": 10963, + "FP": 2455, + "IoU": 0.7975497148375026, + "TN": 2036506, + "TP": 52860, + "n_pred": 55315, + "n_ref": 63823 + }, + "2": { + "Dice": 0.9035272132679281, + "FN": 1844, + "FP": 634, + "IoU": 0.824030677460588, + "TN": 2088702, + "TP": 11604, + "n_pred": 12238, + "n_ref": 13448 + }, + "3": { + "Dice": 0.954425301730691, + "FN": 2660, + "FP": 6633, + "IoU": 0.9128236397748593, + "TN": 1996184, + "TP": 97307, + "n_pred": 103940, + "n_ref": 99967 + }, + "4": { + "Dice": 0.1512067461471358, + "FN": 910, + "FP": 7847, + "IoU": 0.0817867253853413, + "TN": 2093247, + "TP": 780, + "n_pred": 8627, + "n_ref": 1690 + }, + "5": { + "Dice": 0.8101597276774024, + "FN": 43, + "FP": 682, + "IoU": 0.6808978873239436, + "TN": 2100512, + "TP": 1547, + "n_pred": 2229, + "n_ref": 1590 + }, + "6": { + "Dice": 0.9290821256038647, + "FN": 3858, + "FP": 8987, + "IoU": 0.8675568386863948, + "TN": 2005799, + "TP": 84140, + "n_pred": 93127, + "n_ref": 87998 + }, + "7": { + "Dice": 0.9305565256601255, + "FN": 71740, + "FP": 6803, + "IoU": 0.8701315665463493, + "TN": 1497995, + "TP": 526246, + "n_pred": 533049, + "n_ref": 597986 + }, + "8": { + "Dice": 0.9374724548259145, + "FN": 443, + "FP": 1827, + "IoU": 0.8823041426867838, + "TN": 2083497, + "TP": 17017, + "n_pred": 18844, + "n_ref": 17460 + }, + "9": { + "Dice": 0.8639133378469871, + "FN": 3333, + "FP": 84, + "IoU": 0.7604290822407628, + "TN": 2088521, + "TP": 10846, + "n_pred": 10930, + "n_ref": 14179 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0212.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0212.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9785447283527062, + "FN": 1207, + "FP": 2564, + "IoU": 0.9579907760176459, + "TN": 3064410, + "TP": 85995, + "n_pred": 88559, + "n_ref": 87202 + }, + "10": { + "Dice": 0.7486486486486487, + "FN": 3553, + "FP": 2399, + "IoU": 0.5982721382289417, + "TN": 3139360, + "TP": 8864, + "n_pred": 11263, + "n_ref": 12417 + }, + "11": { + "Dice": 0.5385169186465083, + "FN": 215, + "FP": 1708, + "IoU": 0.36847290640394087, + "TN": 3151131, + "TP": 1122, + "n_pred": 2830, + "n_ref": 1337 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7059770966546942, + "FN": 10469, + "FP": 7786, + "IoU": 0.5455676980906624, + "TN": 3114005, + "TP": 21916, + "n_pred": 29702, + "n_ref": 32385 + }, + "14": { + "Dice": 0.8479332526590663, + "FN": 6062, + "FP": 17814, + "IoU": 0.736010525966631, + "TN": 3063733, + "TP": 66567, + "n_pred": 84381, + "n_ref": 72629 + }, + "15": { + "Dice": 0.8291139240506329, + "FN": 3638, + "FP": 5002, + "IoU": 0.7081081081081081, + "TN": 3124576, + "TP": 20960, + "n_pred": 25962, + "n_ref": 24598 + }, + "2": { + "Dice": 0.9734363257256838, + "FN": 2166, + "FP": 2535, + "IoU": 0.9482473909022855, + "TN": 3063340, + "TP": 86135, + "n_pred": 88670, + "n_ref": 88301 + }, + "3": { + "Dice": 0.914301017675415, + "FN": 96, + "FP": 224, + "IoU": 0.8421312284163789, + "TN": 3152149, + "TP": 1707, + "n_pred": 1931, + "n_ref": 1803 + }, + "4": { + "Dice": 0.9102963839013726, + "FN": 1084, + "FP": 1419, + "IoU": 0.8353614418206933, + "TN": 3138973, + "TP": 12700, + "n_pred": 14119, + "n_ref": 13784 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9579166509346141, + "FN": 14558, + "FP": 17765, + "IoU": 0.9192322781030342, + "TN": 2753979, + "TP": 367874, + "n_pred": 385639, + "n_ref": 382432 + }, + "7": { + "Dice": 0.7772639973711134, + "FN": 157946, + "FP": 3373, + "IoU": 0.6356760541114298, + "TN": 2711386, + "TP": 281471, + "n_pred": 284844, + "n_ref": 439417 + }, + "8": { + "Dice": 0.5546423135464231, + "FN": 19, + "FP": 1444, + "IoU": 0.38374052232518957, + "TN": 3151802, + "TP": 911, + "n_pred": 2355, + "n_ref": 930 + }, + "9": { + "Dice": 0.6704785827604443, + "FN": 6346, + "FP": 3624, + "IoU": 0.5043007010391289, + "TN": 3134063, + "TP": 10143, + "n_pred": 13767, + "n_ref": 16489 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0235.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0235.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9261796826705131, + "FN": 911, + "FP": 1955, + "IoU": 0.8625089949628209, + "TN": 2432403, + "TP": 17979, + "n_pred": 19934, + "n_ref": 18890 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.919391694901899, + "FN": 1398, + "FP": 1671, + "IoU": 0.8508093918623305, + "TN": 2432677, + "TP": 17502, + "n_pred": 19173, + "n_ref": 18900 + }, + "14": { + "Dice": 0.9243803095542884, + "FN": 2487, + "FP": 762, + "IoU": 0.859393257454451, + "TN": 2430141, + "TP": 19858, + "n_pred": 20620, + "n_ref": 22345 + }, + "15": { + "Dice": 0.9497023390990484, + "FN": 6042, + "FP": 1469, + "IoU": 0.9042220833705258, + "TN": 2374827, + "TP": 70910, + "n_pred": 72379, + "n_ref": 76952 + }, + "2": { + "Dice": 0.9634918496564732, + "FN": 99, + "FP": 172, + "IoU": 0.9295554977904861, + "TN": 2449401, + "TP": 3576, + "n_pred": 3748, + "n_ref": 3675 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.607447528774543, + "FN": 5055, + "FP": 743, + "IoU": 0.43621159082069233, + "TN": 2442964, + "TP": 4486, + "n_pred": 5229, + "n_ref": 9541 + }, + "5": { + "Dice": 0.8928145142038673, + "FN": 1556, + "FP": 689, + "IoU": 0.8063820612332903, + "TN": 2441653, + "TP": 9350, + "n_pred": 10039, + "n_ref": 10906 + }, + "6": { + "Dice": 0.9830319320503171, + "FN": 5412, + "FP": 10370, + "IoU": 0.9666300870510275, + "TN": 1980307, + "TP": 457159, + "n_pred": 467529, + "n_ref": 462571 + }, + "7": { + "Dice": 0.894244105409154, + "FN": 588, + "FP": 632, + "IoU": 0.8087174662903731, + "TN": 2446870, + "TP": 5158, + "n_pred": 5790, + "n_ref": 5746 + }, + "8": { + "Dice": 0.9625986169280218, + "FN": 1244, + "FP": 1060, + "IoU": 0.9278940944512253, + "TN": 2421295, + "TP": 29649, + "n_pred": 30709, + "n_ref": 30893 + }, + "9": { + "Dice": 0.8443811219946572, + "FN": 7033, + "FP": 1705, + "IoU": 0.7306743927999013, + "TN": 2420804, + "TP": 23706, + "n_pred": 25411, + "n_ref": 30739 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0237.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0237.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9067118972619336, + "FN": 290, + "FP": 865, + "IoU": 0.8293439716312057, + "TN": 1570320, + "TP": 5613, + "n_pred": 6478, + "n_ref": 5903 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7905890804597702, + "FN": 477, + "FP": 689, + "IoU": 0.6536976536976536, + "TN": 1573721, + "TP": 2201, + "n_pred": 2890, + "n_ref": 2678 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 382, + "IoU": 0.0, + "TN": 1576706, + "TP": 0, + "n_pred": 382, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9680759275237274, + "FN": 184, + "FP": 149, + "IoU": 0.9381270903010034, + "TN": 1571706, + "TP": 5049, + "n_pred": 5198, + "n_ref": 5233 + }, + "3": { + "Dice": 0.9479385045422781, + "FN": 232, + "FP": 66, + "IoU": 0.9010295582862836, + "TN": 1574077, + "TP": 2713, + "n_pred": 2779, + "n_ref": 2945 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.80273685372179, + "FN": 1412, + "FP": 2163, + "IoU": 0.6704765416167389, + "TN": 1566239, + "TP": 7274, + "n_pred": 9437, + "n_ref": 8686 + }, + "6": { + "Dice": 0.9860885571121791, + "FN": 2530, + "FP": 4272, + "IoU": 0.9725588600751989, + "TN": 1329212, + "TP": 241074, + "n_pred": 245346, + "n_ref": 243604 + }, + "7": { + "Dice": 0.8932843162636566, + "FN": 1886, + "FP": 2236, + "IoU": 0.8071488724618696, + "TN": 1555714, + "TP": 17252, + "n_pred": 19488, + "n_ref": 19138 + }, + "8": { + "Dice": 0.9559503029058425, + "FN": 3087, + "FP": 5922, + "IoU": 0.9156176239181747, + "TN": 1470324, + "TP": 97755, + "n_pred": 103677, + "n_ref": 100842 + }, + "9": { + "Dice": 0.8553326293558606, + "FN": 287, + "FP": 1357, + "IoU": 0.7472324723247232, + "TN": 1570584, + "TP": 4860, + "n_pred": 6217, + "n_ref": 5147 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0239.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0239.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9561221464571598, + "FN": 153, + "FP": 143, + "IoU": 0.9159329735870492, + "TN": 1748799, + "TP": 3225, + "n_pred": 3368, + "n_ref": 3378 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.7692550007875256, + "FN": 738, + "FP": 727, + "IoU": 0.6250319938571794, + "TN": 1748413, + "TP": 2442, + "n_pred": 3169, + "n_ref": 3180 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6704918032786885, + "FN": 35, + "FP": 367, + "IoU": 0.5043156596794082, + "TN": 1751509, + "TP": 409, + "n_pred": 776, + "n_ref": 444 + }, + "14": { + "Dice": 0.9843398977349734, + "FN": 730, + "FP": 3083, + "IoU": 0.9691627105759044, + "TN": 1628671, + "TP": 119836, + "n_pred": 122919, + "n_ref": 120566 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9497250795822262, + "FN": 165, + "FP": 1746, + "IoU": 0.9042633134612494, + "TN": 1732359, + "TP": 18050, + "n_pred": 19796, + "n_ref": 18215 + }, + "3": { + "Dice": 0.9786733343138697, + "FN": 1212, + "FP": 963, + "IoU": 0.9582373271889401, + "TN": 1700240, + "TP": 49905, + "n_pred": 50868, + "n_ref": 51117 + }, + "4": { + "Dice": 0.9135680052883821, + "FN": 265, + "FP": 258, + "IoU": 0.8408883480377244, + "TN": 1749033, + "TP": 2764, + "n_pred": 3022, + "n_ref": 3029 + }, + "5": { + "Dice": 0.9272775943606675, + "FN": 706, + "FP": 109, + "IoU": 0.8644152387289968, + "TN": 1746309, + "TP": 5196, + "n_pred": 5305, + "n_ref": 5902 + }, + "6": { + "Dice": 0.9782657269861966, + "FN": 6534, + "FP": 10002, + "IoU": 0.9574561143971535, + "TN": 1363639, + "TP": 372145, + "n_pred": 382147, + "n_ref": 378679 + }, + "7": { + "Dice": 0.33918166101043734, + "FN": 1498, + "FP": 19142, + "IoU": 0.20422562362647956, + "TN": 1726383, + "TP": 5297, + "n_pred": 24439, + "n_ref": 6795 + }, + "8": { + "Dice": 0.9162995594713657, + "FN": 4, + "FP": 15, + "IoU": 0.8455284552845529, + "TN": 1752197, + "TP": 104, + "n_pred": 119, + "n_ref": 108 + }, + "9": { + "Dice": 0.9559966182213455, + "FN": 3898, + "FP": 1567, + "IoU": 0.9157026068178312, + "TN": 1687490, + "TP": 59365, + "n_pred": 60932, + "n_ref": 63263 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0248.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0248.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.979429014666424, + "FN": 584, + "FP": 2015, + "IoU": 0.9596873012672364, + "TN": 2213545, + "TP": 61872, + "n_pred": 63887, + "n_ref": 62456 + }, + "10": { + "Dice": 0.886309363497621, + "FN": 8264, + "FP": 4400, + "IoU": 0.7958308478565785, + "TN": 2215989, + "TP": 49363, + "n_pred": 53763, + "n_ref": 57627 + }, + "11": { + "Dice": 0.9046242774566474, + "FN": 42, + "FP": 24, + "IoU": 0.8258575197889182, + "TN": 2277637, + "TP": 313, + "n_pred": 337, + "n_ref": 355 + }, + "12": { + "Dice": 0.5486542443064182, + "FN": 94, + "FP": 342, + "IoU": 0.3780313837375178, + "TN": 2277315, + "TP": 265, + "n_pred": 607, + "n_ref": 359 + }, + "13": { + "Dice": 0.6511835948252134, + "FN": 4661, + "FP": 5477, + "IoU": 0.4827814907402683, + "TN": 2258415, + "TP": 9463, + "n_pred": 14940, + "n_ref": 14124 + }, + "14": { + "Dice": 0.8417408962939031, + "FN": 2321, + "FP": 1108, + "IoU": 0.7267293592604399, + "TN": 2265468, + "TP": 9119, + "n_pred": 10227, + "n_ref": 11440 + }, + "15": { + "Dice": 0.9214404224192716, + "FN": 8031, + "FP": 10388, + "IoU": 0.8543250104793616, + "TN": 2151577, + "TP": 108020, + "n_pred": 118408, + "n_ref": 116051 + }, + "2": { + "Dice": 0.9700307526806281, + "FN": 1671, + "FP": 892, + "IoU": 0.9418055492484446, + "TN": 2233974, + "TP": 41479, + "n_pred": 42371, + "n_ref": 43150 + }, + "3": { + "Dice": 0.9531154860970165, + "FN": 3424, + "FP": 2813, + "IoU": 0.9104303993796045, + "TN": 2208383, + "TP": 63396, + "n_pred": 66209, + "n_ref": 66820 + }, + "4": { + "Dice": 0.6778593913955928, + "FN": 15, + "FP": 599, + "IoU": 0.5126984126984127, + "TN": 2276756, + "TP": 646, + "n_pred": 1245, + "n_ref": 661 + }, + "5": { + "Dice": 0.8398415393322015, + "FN": 62, + "FP": 787, + "IoU": 0.7239024390243902, + "TN": 2274941, + "TP": 2226, + "n_pred": 3013, + "n_ref": 2288 + }, + "6": { + "Dice": 0.9727854855923159, + "FN": 4148, + "FP": 5032, + "IoU": 0.947012987012987, + "TN": 2104766, + "TP": 164070, + "n_pred": 169102, + "n_ref": 168218 + }, + "7": { + "Dice": 0.9813264666761935, + "FN": 10819, + "FP": 2771, + "IoU": 0.9633375508189026, + "TN": 1907337, + "TP": 357089, + "n_pred": 359860, + "n_ref": 367908 + }, + "8": { + "Dice": 0.9505831591721162, + "FN": 294, + "FP": 1905, + "IoU": 0.9058203777463703, + "TN": 2254667, + "TP": 21150, + "n_pred": 23055, + "n_ref": 21444 + }, + "9": { + "Dice": 0.9251282599401454, + "FN": 1182, + "FP": 1620, + "IoU": 0.8606871177845175, + "TN": 2257903, + "TP": 17311, + "n_pred": 18931, + "n_ref": 18493 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0259.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0259.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9057727187441366, + "FN": 4280, + "FP": 3253, + "IoU": 0.8277738402798418, + "TN": 2234277, + "TP": 36206, + "n_pred": 39459, + "n_ref": 40486 + }, + "11": { + "Dice": 0.77888050813815, + "FN": 123, + "FP": 434, + "IoU": 0.6378413524057217, + "TN": 2276478, + "TP": 981, + "n_pred": 1415, + "n_ref": 1104 + }, + "12": { + "Dice": 0.8071216617210683, + "FN": 174, + "FP": 21, + "IoU": 0.6766169154228856, + "TN": 2277413, + "TP": 408, + "n_pred": 429, + "n_ref": 582 + }, + "13": { + "Dice": 0.8522012163748862, + "FN": 2129, + "FP": 9074, + "IoU": 0.7424656904438979, + "TN": 2234515, + "TP": 32298, + "n_pred": 41372, + "n_ref": 34427 + }, + "14": { + "Dice": 0.9456897972638866, + "FN": 791, + "FP": 527, + "IoU": 0.8969749081528962, + "TN": 2265223, + "TP": 11475, + "n_pred": 12002, + "n_ref": 12266 + }, + "15": { + "Dice": 0.970307136215226, + "FN": 7610, + "FP": 884, + "IoU": 0.9423267562025557, + "TN": 2130738, + "TP": 138784, + "n_pred": 139668, + "n_ref": 146394 + }, + "2": { + "Dice": 0.9416543574593796, + "FN": 100, + "FP": 58, + "IoU": 0.889741800418702, + "TN": 2276583, + "TP": 1275, + "n_pred": 1333, + "n_ref": 1375 + }, + "3": { + "Dice": 0.9709073980578705, + "FN": 2913, + "FP": 1524, + "IoU": 0.9434597005415738, + "TN": 2199541, + "TP": 74038, + "n_pred": 75562, + "n_ref": 76951 + }, + "4": { + "Dice": 0.7035970431241632, + "FN": 31679, + "FP": 639, + "IoU": 0.542730205444564, + "TN": 2207340, + "TP": 38358, + "n_pred": 38997, + "n_ref": 70037 + }, + "5": { + "Dice": 0.8408698025657356, + "FN": 1327, + "FP": 422, + "IoU": 0.7254317111459968, + "TN": 2271646, + "TP": 4621, + "n_pred": 5043, + "n_ref": 5948 + }, + "6": { + "Dice": 0.9583730133536495, + "FN": 4739, + "FP": 7063, + "IoU": 0.9200731409995937, + "TN": 2130356, + "TP": 135858, + "n_pred": 142921, + "n_ref": 140597 + }, + "7": { + "Dice": 0.6752584681982486, + "FN": 2117, + "FP": 27440, + "IoU": 0.5097284655066598, + "TN": 2217729, + "TP": 30730, + "n_pred": 58170, + "n_ref": 32847 + }, + "8": { + "Dice": 0.9620526902943448, + "FN": 1170, + "FP": 1041, + "IoU": 0.9268800846616839, + "TN": 2247778, + "TP": 28027, + "n_pred": 29068, + "n_ref": 29197 + }, + "9": { + "Dice": 0.8198812403782714, + "FN": 2180, + "FP": 3553, + "IoU": 0.6947446887812151, + "TN": 2259235, + "TP": 13048, + "n_pred": 16601, + "n_ref": 15228 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0273.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0273.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9587815709425443, + "FN": 628, + "FP": 3261, + "IoU": 0.9208265472312703, + "TN": 3630752, + "TP": 45231, + "n_pred": 48492, + "n_ref": 45859 + }, + "10": { + "Dice": 0.8620095896580042, + "FN": 1173, + "FP": 4036, + "IoU": 0.7574840541924671, + "TN": 3658393, + "TP": 16270, + "n_pred": 20306, + "n_ref": 17443 + }, + "11": { + "Dice": 0.5333333333333333, + "FN": 17, + "FP": 4, + "IoU": 0.36363636363636365, + "TN": 3679839, + "TP": 12, + "n_pred": 16, + "n_ref": 29 + }, + "12": { + "Dice": 0.26103646833013433, + "FN": 54, + "FP": 331, + "IoU": 0.15011037527593818, + "TN": 3679419, + "TP": 68, + "n_pred": 399, + "n_ref": 122 + }, + "13": { + "Dice": 0.9361038570650234, + "FN": 1131, + "FP": 2270, + "IoU": 0.8798827435191071, + "TN": 3651558, + "TP": 24913, + "n_pred": 27183, + "n_ref": 26044 + }, + "14": { + "Dice": 0.9344060378940748, + "FN": 880, + "FP": 1623, + "IoU": 0.8768875116816683, + "TN": 3659541, + "TP": 17828, + "n_pred": 19451, + "n_ref": 18708 + }, + "15": { + "Dice": 0.9112139589318012, + "FN": 1719, + "FP": 1619, + "IoU": 0.8369081936776274, + "TN": 3659405, + "TP": 17129, + "n_pred": 18748, + "n_ref": 18848 + }, + "2": { + "Dice": 0.9595690423457367, + "FN": 5003, + "FP": 4161, + "IoU": 0.9222803640033584, + "TN": 3561961, + "TP": 108747, + "n_pred": 112908, + "n_ref": 113750 + }, + "3": { + "Dice": 0.9673205518405794, + "FN": 2070, + "FP": 2343, + "IoU": 0.9367094053867998, + "TN": 3610146, + "TP": 65313, + "n_pred": 67656, + "n_ref": 67383 + }, + "4": { + "Dice": 0.5, + "FN": 4, + "FP": 8, + "IoU": 0.3333333333333333, + "TN": 3679854, + "TP": 6, + "n_pred": 14, + "n_ref": 10 + }, + "5": { + "Dice": 0.8634466308884914, + "FN": 394, + "FP": 64, + "IoU": 0.7597061909758657, + "TN": 3677966, + "TP": 1448, + "n_pred": 1512, + "n_ref": 1842 + }, + "6": { + "Dice": 0.971764714837194, + "FN": 8227, + "FP": 14030, + "IoU": 0.9450801084727696, + "TN": 3274609, + "TP": 383006, + "n_pred": 397036, + "n_ref": 391233 + }, + "7": { + "Dice": 0.9539483131192497, + "FN": 6219, + "FP": 6930, + "IoU": 0.9119514122326534, + "TN": 3530534, + "TP": 136189, + "n_pred": 143119, + "n_ref": 142408 + }, + "8": { + "Dice": 0.9622160184828649, + "FN": 1677, + "FP": 3033, + "IoU": 0.927183340290339, + "TN": 3615189, + "TP": 59973, + "n_pred": 63006, + "n_ref": 61650 + }, + "9": { + "Dice": 0.6946902654867256, + "FN": 5999, + "FP": 1867, + "IoU": 0.5322033898305085, + "TN": 3663057, + "TP": 8949, + "n_pred": 10816, + "n_ref": 14948 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0282.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0282.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9768989259157257, + "FN": 604, + "FP": 1493, + "IoU": 0.954841071582393, + "TN": 1530652, + "TP": 44339, + "n_pred": 45832, + "n_ref": 44943 + }, + "10": { + "Dice": 0.9180262475567433, + "FN": 3391, + "FP": 2774, + "IoU": 0.8484736764489014, + "TN": 1536402, + "TP": 34521, + "n_pred": 37295, + "n_ref": 37912 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7165217391304348, + "FN": 162, + "FP": 1, + "IoU": 0.5582655826558266, + "TN": 1576719, + "TP": 206, + "n_pred": 207, + "n_ref": 368 + }, + "13": { + "Dice": 0.7869745558100663, + "FN": 5851, + "FP": 4472, + "IoU": 0.6487700316423395, + "TN": 1547697, + "TP": 19068, + "n_pred": 23540, + "n_ref": 24919 + }, + "14": { + "Dice": 0.8716536637601346, + "FN": 2005, + "FP": 1351, + "IoU": 0.7725054229934925, + "TN": 1562336, + "TP": 11396, + "n_pred": 12747, + "n_ref": 13401 + }, + "15": { + "Dice": 0.9046664191112761, + "FN": 17078, + "FP": 2177, + "IoU": 0.8259277674818063, + "TN": 1466473, + "TP": 91360, + "n_pred": 93537, + "n_ref": 108438 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9759180835598256, + "FN": 836, + "FP": 688, + "IoU": 0.9529687692877422, + "TN": 1544684, + "TP": 30880, + "n_pred": 31568, + "n_ref": 31716 + }, + "4": { + "Dice": 0.824428269062, + "FN": 355, + "FP": 6447, + "IoU": 0.7012998419111189, + "TN": 1554316, + "TP": 15970, + "n_pred": 22417, + "n_ref": 16325 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.979939729865685, + "FN": 3230, + "FP": 1037, + "IoU": 0.9606684610279478, + "TN": 1468600, + "TP": 104221, + "n_pred": 105258, + "n_ref": 107451 + }, + "7": { + "Dice": 0.8912047237155195, + "FN": 9127, + "FP": 749, + "IoU": 0.8037594881373445, + "TN": 1526762, + "TP": 40450, + "n_pred": 41199, + "n_ref": 49577 + }, + "8": { + "Dice": 0.9741398411040421, + "FN": 371, + "FP": 446, + "IoU": 0.9495834618944771, + "TN": 1560883, + "TP": 15388, + "n_pred": 15834, + "n_ref": 15759 + }, + "9": { + "Dice": 0.9471262163846412, + "FN": 825, + "FP": 278, + "IoU": 0.8995629211436896, + "TN": 1566106, + "TP": 9879, + "n_pred": 10157, + "n_ref": 10704 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0302.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0302.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9576733634449918, + "FN": 1449, + "FP": 622, + "IoU": 0.9187843137254902, + "TN": 2778212, + "TP": 23429, + "n_pred": 24051, + "n_ref": 24878 + }, + "10": { + "Dice": 0.8587597626305442, + "FN": 21871, + "FP": 9451, + "IoU": 0.7524793943560687, + "TN": 2677169, + "TP": 95221, + "n_pred": 104672, + "n_ref": 117092 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.364741641337386, + "FN": 180, + "FP": 29, + "IoU": 0.22304832713754646, + "TN": 2803443, + "TP": 60, + "n_pred": 89, + "n_ref": 240 + }, + "13": { + "Dice": 0.5712128706427512, + "FN": 48542, + "FP": 871, + "IoU": 0.3997886451424823, + "TN": 2721386, + "TP": 32913, + "n_pred": 33784, + "n_ref": 81455 + }, + "14": { + "Dice": 0.9381149777981029, + "FN": 2907, + "FP": 1288, + "IoU": 0.8834430829929705, + "TN": 2767721, + "TP": 31796, + "n_pred": 33084, + "n_ref": 34703 + }, + "15": { + "Dice": 0.8168736038235752, + "FN": 4531, + "FP": 2519, + "IoU": 0.6904364626328269, + "TN": 2780938, + "TP": 15724, + "n_pred": 18243, + "n_ref": 20255 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9348966368404813, + "FN": 161, + "FP": 50, + "IoU": 0.8777520278099652, + "TN": 2801986, + "TP": 1515, + "n_pred": 1565, + "n_ref": 1676 + }, + "4": { + "Dice": 0.0, + "FN": 43, + "FP": 0, + "IoU": 0.0, + "TN": 2803669, + "TP": 0, + "n_pred": 0, + "n_ref": 43 + }, + "5": { + "Dice": 0.8058236272878536, + "FN": 4254, + "FP": 414, + "IoU": 0.6747944823742511, + "TN": 2789358, + "TP": 9686, + "n_pred": 10100, + "n_ref": 13940 + }, + "6": { + "Dice": 0.9578603096155244, + "FN": 4529, + "FP": 4168, + "IoU": 0.9191285184255308, + "TN": 2696171, + "TP": 98844, + "n_pred": 103012, + "n_ref": 103373 + }, + "7": { + "Dice": 0.9174735791259496, + "FN": 10554, + "FP": 44998, + "IoU": 0.8475299645667455, + "TN": 2439365, + "TP": 308795, + "n_pred": 353793, + "n_ref": 319349 + }, + "8": { + "Dice": 0.9737503382688367, + "FN": 81, + "FP": 598, + "IoU": 0.948843516914036, + "TN": 2790439, + "TP": 12594, + "n_pred": 13192, + "n_ref": 12675 + }, + "9": { + "Dice": 0.900996759004464, + "FN": 964, + "FP": 3893, + "IoU": 0.8198308479857557, + "TN": 2776754, + "TP": 22101, + "n_pred": 25994, + "n_ref": 23065 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0307.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0307.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9727813203553662, + "FN": 2086, + "FP": 3971, + "IoU": 0.9470050921308205, + "TN": 2864650, + "TP": 108237, + "n_pred": 112208, + "n_ref": 110323 + }, + "10": { + "Dice": 0.8981664591420689, + "FN": 2746, + "FP": 1425, + "IoU": 0.8151562153777975, + "TN": 2956379, + "TP": 18394, + "n_pred": 19819, + "n_ref": 21140 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.46775130737943055, + "FN": 1766, + "FP": 66, + "IoU": 0.30527114144861583, + "TN": 2976307, + "TP": 805, + "n_pred": 871, + "n_ref": 2571 + }, + "13": { + "Dice": 0.6946569582606912, + "FN": 4868, + "FP": 10019, + "IoU": 0.5321642940196726, + "TN": 2947123, + "TP": 16934, + "n_pred": 26953, + "n_ref": 21802 + }, + "14": { + "Dice": 0.9504017573270132, + "FN": 4464, + "FP": 2400, + "IoU": 0.9054909952084595, + "TN": 2906316, + "TP": 65764, + "n_pred": 68164, + "n_ref": 70228 + }, + "15": { + "Dice": 0.7396108575546481, + "FN": 2982, + "FP": 5690, + "IoU": 0.5868115113398132, + "TN": 2957956, + "TP": 12316, + "n_pred": 18006, + "n_ref": 15298 + }, + "2": { + "Dice": 0.972982343181199, + "FN": 547, + "FP": 544, + "IoU": 0.9473861882716049, + "TN": 2958208, + "TP": 19645, + "n_pred": 20189, + "n_ref": 20192 + }, + "3": { + "Dice": 0.9721062097978843, + "FN": 3923, + "FP": 1567, + "IoU": 0.9457263182869684, + "TN": 2877790, + "TP": 95664, + "n_pred": 97231, + "n_ref": 99587 + }, + "4": { + "Dice": 0.8977021080785712, + "FN": 1950, + "FP": 1607, + "IoU": 0.8143915675224379, + "TN": 2959780, + "TP": 15607, + "n_pred": 17214, + "n_ref": 17557 + }, + "5": { + "Dice": 0.16279069767441862, + "FN": 207, + "FP": 9, + "IoU": 0.08860759493670886, + "TN": 2978707, + "TP": 21, + "n_pred": 30, + "n_ref": 228 + }, + "6": { + "Dice": 0.6933956957101757, + "FN": 570267, + "FP": 2013, + "IoU": 0.5306852988572202, + "TN": 1759549, + "TP": 647115, + "n_pred": 649128, + "n_ref": 1217382 + }, + "7": { + "Dice": 0.49787760770461614, + "FN": 80201, + "FP": 2958, + "IoU": 0.3314494279948869, + "TN": 2854557, + "TP": 41228, + "n_pred": 44186, + "n_ref": 121429 + }, + "8": { + "Dice": 0.9478360561765549, + "FN": 456, + "FP": 1000, + "IoU": 0.9008444565513484, + "TN": 2964260, + "TP": 13228, + "n_pred": 14228, + "n_ref": 13684 + }, + "9": { + "Dice": 0.822800279329609, + "FN": 2688, + "FP": 5432, + "IoU": 0.6989470562064363, + "TN": 2951972, + "TP": 18852, + "n_pred": 24284, + "n_ref": 21540 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0317.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0317.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9583545233655422, + "FN": 484, + "FP": 253, + "IoU": 0.9200390582619073, + "TN": 2794495, + "TP": 8480, + "n_pred": 8733, + "n_ref": 8964 + }, + "10": { + "Dice": 0.860136832077596, + "FN": 1467, + "FP": 9838, + "IoU": 0.7545965658714481, + "TN": 2757645, + "TP": 34762, + "n_pred": 44600, + "n_ref": 36229 + }, + "11": { + "Dice": 0.8549618320610687, + "FN": 157, + "FP": 71, + "IoU": 0.7466666666666667, + "TN": 2802812, + "TP": 672, + "n_pred": 743, + "n_ref": 829 + }, + "12": { + "Dice": 0.18888888888888888, + "FN": 67, + "FP": 79, + "IoU": 0.10429447852760736, + "TN": 2803549, + "TP": 17, + "n_pred": 96, + "n_ref": 84 + }, + "13": { + "Dice": 0.8468078077786306, + "FN": 14468, + "FP": 1299, + "IoU": 0.7343162861235151, + "TN": 2744367, + "TP": 43578, + "n_pred": 44877, + "n_ref": 58046 + }, + "14": { + "Dice": 0.9651117419910391, + "FN": 1842, + "FP": 751, + "IoU": 0.9325757969733215, + "TN": 2765254, + "TP": 35865, + "n_pred": 36616, + "n_ref": 37707 + }, + "15": { + "Dice": 0.9188698442513892, + "FN": 1127, + "FP": 4056, + "IoU": 0.8499160247871663, + "TN": 2769178, + "TP": 29351, + "n_pred": 33407, + "n_ref": 30478 + }, + "2": { + "Dice": 0.0613439033597584, + "FN": 208340, + "FP": 526, + "IoU": 0.031642488560023364, + "TN": 2588021, + "TP": 6825, + "n_pred": 7351, + "n_ref": 215165 + }, + "3": { + "Dice": 0.2974276826792333, + "FN": 2709, + "FP": 35010, + "IoU": 0.17469312736581843, + "TN": 2758009, + "TP": 7984, + "n_pred": 42994, + "n_ref": 10693 + }, + "4": { + "Dice": 0.8959095871058884, + "FN": 1005, + "FP": 616, + "IoU": 0.8114458532046063, + "TN": 2795115, + "TP": 6976, + "n_pred": 7592, + "n_ref": 7981 + }, + "5": { + "Dice": 0.6602026364527727, + "FN": 2828, + "FP": 291, + "IoU": 0.49276305090258576, + "TN": 2797563, + "TP": 3030, + "n_pred": 3321, + "n_ref": 5858 + }, + "6": { + "Dice": 0.9811757012115594, + "FN": 5563, + "FP": 9808, + "IoU": 0.9630470164270208, + "TN": 2387751, + "TP": 400590, + "n_pred": 410398, + "n_ref": 406153 + }, + "7": { + "Dice": 0.9727674974857496, + "FN": 7394, + "FP": 7851, + "IoU": 0.94697889241706, + "TN": 2516185, + "TP": 272282, + "n_pred": 280133, + "n_ref": 279676 + }, + "8": { + "Dice": 0.9681972290820812, + "FN": 2907, + "FP": 892, + "IoU": 0.9383549418274457, + "TN": 2742085, + "TP": 57828, + "n_pred": 58720, + "n_ref": 60735 + }, + "9": { + "Dice": 0.920209917532398, + "FN": 1718, + "FP": 1262, + "IoU": 0.8522118627256496, + "TN": 2783548, + "TP": 17184, + "n_pred": 18446, + "n_ref": 18902 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0320.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0320.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.947463181016168, + "FN": 2062, + "FP": 3774, + "IoU": 0.9001710571330824, + "TN": 2920484, + "TP": 52624, + "n_pred": 56398, + "n_ref": 54686 + }, + "10": { + "Dice": 0.8830335937562473, + "FN": 5457, + "FP": 9170, + "IoU": 0.7905641466208476, + "TN": 2909104, + "TP": 55213, + "n_pred": 64383, + "n_ref": 60670 + }, + "11": { + "Dice": 0.6050552922590837, + "FN": 476, + "FP": 24, + "IoU": 0.4337485843714609, + "TN": 2978061, + "TP": 383, + "n_pred": 407, + "n_ref": 859 + }, + "12": { + "Dice": 0.7719298245614035, + "FN": 1077, + "FP": 730, + "IoU": 0.6285714285714286, + "TN": 2974079, + "TP": 3058, + "n_pred": 3788, + "n_ref": 4135 + }, + "13": { + "Dice": 0.7901364805169118, + "FN": 9344, + "FP": 6571, + "IoU": 0.6530790190735695, + "TN": 2933069, + "TP": 29960, + "n_pred": 36531, + "n_ref": 39304 + }, + "14": { + "Dice": 0.9435899050647858, + "FN": 2586, + "FP": 997, + "IoU": 0.893204172876304, + "TN": 2945394, + "TP": 29967, + "n_pred": 30964, + "n_ref": 32553 + }, + "15": { + "Dice": 0.9353679160959675, + "FN": 2238, + "FP": 7813, + "IoU": 0.8785832497795388, + "TN": 2896163, + "TP": 72730, + "n_pred": 80543, + "n_ref": 74968 + }, + "2": { + "Dice": 0.9664113371524017, + "FN": 1675, + "FP": 3473, + "IoU": 0.9350057444417791, + "TN": 2899737, + "TP": 74059, + "n_pred": 77532, + "n_ref": 75734 + }, + "3": { + "Dice": 0.9685775259400986, + "FN": 1965, + "FP": 3586, + "IoU": 0.9390696347031964, + "TN": 2887840, + "TP": 85553, + "n_pred": 89139, + "n_ref": 87518 + }, + "4": { + "Dice": 0.934355534259703, + "FN": 402, + "FP": 2475, + "IoU": 0.8767985611510791, + "TN": 2955592, + "TP": 20475, + "n_pred": 22950, + "n_ref": 20877 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.967591946808016, + "FN": 4089, + "FP": 7760, + "IoU": 0.9372185191857323, + "TN": 2790210, + "TP": 176885, + "n_pred": 184645, + "n_ref": 180974 + }, + "7": { + "Dice": 0.8265065773523287, + "FN": 106094, + "FP": 1961, + "IoU": 0.7043129185057889, + "TN": 2613507, + "TP": 257382, + "n_pred": 259343, + "n_ref": 363476 + }, + "8": { + "Dice": 0.9486431584978384, + "FN": 690, + "FP": 1282, + "IoU": 0.9023036908595492, + "TN": 2958759, + "TP": 18213, + "n_pred": 19495, + "n_ref": 18903 + }, + "9": { + "Dice": 0.956561141892031, + "FN": 657, + "FP": 1452, + "IoU": 0.9167390446111331, + "TN": 2953614, + "TP": 23221, + "n_pred": 24673, + "n_ref": 23878 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0341.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0341.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9609525477149361, + "FN": 756, + "FP": 136, + "IoU": 0.9248399056285811, + "TN": 2616612, + "TP": 10976, + "n_pred": 11112, + "n_ref": 11732 + }, + "10": { + "Dice": 0.9090099180916537, + "FN": 5184, + "FP": 4825, + "IoU": 0.8331972335638697, + "TN": 2568475, + "TP": 49996, + "n_pred": 54821, + "n_ref": 55180 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 27, + "IoU": 0.0, + "TN": 2628453, + "TP": 0, + "n_pred": 27, + "n_ref": 0 + }, + "12": { + "Dice": 0.8294183445190156, + "FN": 511, + "FP": 709, + "IoU": 0.7085523172479694, + "TN": 2624294, + "TP": 2966, + "n_pred": 3675, + "n_ref": 3477 + }, + "13": { + "Dice": 0.8896695597410009, + "FN": 5263, + "FP": 5949, + "IoU": 0.8012655759788716, + "TN": 2572063, + "TP": 45205, + "n_pred": 51154, + "n_ref": 50468 + }, + "14": { + "Dice": 0.9628209196131721, + "FN": 1331, + "FP": 1364, + "IoU": 0.9283073076002235, + "TN": 2590889, + "TP": 34896, + "n_pred": 36260, + "n_ref": 36227 + }, + "15": { + "Dice": 0.8698876991381562, + "FN": 4543, + "FP": 2930, + "IoU": 0.7697356258088371, + "TN": 2596026, + "TP": 24981, + "n_pred": 27911, + "n_ref": 29524 + }, + "2": { + "Dice": 0.9720900814224883, + "FN": 3509, + "FP": 2757, + "IoU": 0.945695788953695, + "TN": 2513093, + "TP": 109121, + "n_pred": 111878, + "n_ref": 112630 + }, + "3": { + "Dice": 0.979060426914572, + "FN": 3295, + "FP": 1345, + "IoU": 0.9589797993192768, + "TN": 2515365, + "TP": 108475, + "n_pred": 109820, + "n_ref": 111770 + }, + "4": { + "Dice": 0.5494505494505495, + "FN": 1014, + "FP": 52, + "IoU": 0.3787878787878788, + "TN": 2626764, + "TP": 650, + "n_pred": 702, + "n_ref": 1664 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9277327437975927, + "FN": 1971, + "FP": 5384, + "IoU": 0.8652066342893796, + "TN": 2573915, + "TP": 47210, + "n_pred": 52594, + "n_ref": 49181 + }, + "7": { + "Dice": 0.9442934098575241, + "FN": 3987, + "FP": 439, + "IoU": 0.8944657717160638, + "TN": 2586541, + "TP": 37513, + "n_pred": 37952, + "n_ref": 41500 + }, + "8": { + "Dice": 0.9555946884965019, + "FN": 1129, + "FP": 1670, + "IoU": 0.9149653663871673, + "TN": 2595564, + "TP": 30117, + "n_pred": 31787, + "n_ref": 31246 + }, + "9": { + "Dice": 0.9316181141664398, + "FN": 2361, + "FP": 653, + "IoU": 0.8719898067530262, + "TN": 2604935, + "TP": 20531, + "n_pred": 21184, + "n_ref": 22892 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0398.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0398.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9443598453789387, + "FN": 276, + "FP": 674, + "IoU": 0.8945849977807367, + "TN": 1392844, + "TP": 8062, + "n_pred": 8736, + "n_ref": 8338 + }, + "11": { + "Dice": 0.3542116630669546, + "FN": 298, + "FP": 1, + "IoU": 0.2152230971128609, + "TN": 1401475, + "TP": 82, + "n_pred": 83, + "n_ref": 380 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9377686413754438, + "FN": 1248, + "FP": 1083, + "IoU": 0.8828289936664321, + "TN": 1381962, + "TP": 17563, + "n_pred": 18646, + "n_ref": 18811 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.9170731707317074, + "FN": 2251, + "FP": 3665, + "IoU": 0.8468468468468469, + "TN": 1363228, + "TP": 32712, + "n_pred": 36377, + "n_ref": 34963 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8542143159678103, + "FN": 794, + "FP": 927, + "IoU": 0.7455271329291735, + "TN": 1395093, + "TP": 5042, + "n_pred": 5969, + "n_ref": 5836 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.944670145359672, + "FN": 2909, + "FP": 3029, + "IoU": 0.8951420650196895, + "TN": 1345227, + "TP": 50691, + "n_pred": 53720, + "n_ref": 53600 + }, + "7": { + "Dice": 0.9540536658927161, + "FN": 4135, + "FP": 3543, + "IoU": 0.912143993226002, + "TN": 1314463, + "TP": 79715, + "n_pred": 83258, + "n_ref": 83850 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9085799305670359, + "FN": 159, + "FP": 394, + "IoU": 0.8324750075734626, + "TN": 1398555, + "TP": 2748, + "n_pred": 3142, + "n_ref": 2907 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0401.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0401.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": 0.7844498745280709, + "FN": 4702.28, + "FP": 8372.208888888888, + "IoU": 0.7012103976354863, + "TN": 3170823.3266666667, + "TP": 52053.117777777785, + "n_pred": 60425.32666666666, + "n_ref": 56755.39777777777 + }, + "mean": { + "1": { + "Dice": 0.9136498028124694, + "FN": 2885.5, + "FP": 1269.3333333333333, + "IoU": 0.8664412357034125, + "TN": 3185824.6, + "TP": 45971.5, + "n_pred": 47240.833333333336, + "n_ref": 48857.0 + }, + "10": { + "Dice": 0.7849387586148311, + "FN": 6771.933333333333, + "FP": 5367.2, + "IoU": 0.6825351799721726, + "TN": 3199631.0, + "TP": 24180.8, + "n_pred": 29548.0, + "n_ref": 30952.733333333334 + }, + "11": { + "Dice": 0.571962845181313, + "FN": 186.23333333333332, + "FP": 343.96666666666664, + "IoU": 0.43588727733636423, + "TN": 3235019.3, + "TP": 401.43333333333334, + "n_pred": 745.4, + "n_ref": 587.6666666666666 + }, + "12": { + "Dice": 0.5373879446017013, + "FN": 228.23333333333332, + "FP": 206.66666666666666, + "IoU": 0.43879200659802137, + "TN": 3234788.3333333335, + "TP": 727.7, + "n_pred": 934.3666666666667, + "n_ref": 955.9333333333333 + }, + "13": { + "Dice": 0.7391017953830233, + "FN": 5880.833333333333, + "FP": 5899.1, + "IoU": 0.6099454541332153, + "TN": 3206543.933333333, + "TP": 17627.066666666666, + "n_pred": 23526.166666666668, + "n_ref": 23507.9 + }, + "14": { + "Dice": 0.7776153155320942, + "FN": 5226.4, + "FP": 44737.76666666667, + "IoU": 0.7137074875478457, + "TN": 3154613.8333333335, + "TP": 31372.933333333334, + "n_pred": 76110.7, + "n_ref": 36599.333333333336 + }, + "15": { + "Dice": 0.669791483339269, + "FN": 3223.5666666666666, + "FP": 10108.2, + "IoU": 0.5861602655159238, + "TN": 3195239.6666666665, + "TP": 27379.5, + "n_pred": 37487.7, + "n_ref": 30603.066666666666 + }, + "2": { + "Dice": 0.9066440876768874, + "FN": 5074.966666666666, + "FP": 1865.3, + "IoU": 0.846181029661421, + "TN": 3185786.7666666666, + "TP": 43223.9, + "n_pred": 45089.2, + "n_ref": 48298.86666666667 + }, + "3": { + "Dice": 0.9001970663712568, + "FN": 5989.033333333334, + "FP": 3465.0, + "IoU": 0.8424159666421118, + "TN": 3183435.9, + "TP": 43061.0, + "n_pred": 46526.0, + "n_ref": 49050.03333333333 + }, + "4": { + "Dice": 0.7586371206207543, + "FN": 2647.7, + "FP": 2299.5666666666666, + "IoU": 0.667059303518079, + "TN": 3212914.2, + "TP": 18089.466666666667, + "n_pred": 20389.033333333333, + "n_ref": 20737.166666666668 + }, + "5": { + "Dice": 0.6565414341659257, + "FN": 476.03333333333336, + "FP": 405.3666666666667, + "IoU": 0.5471780914693727, + "TN": 3233476.0, + "TP": 1593.5333333333333, + "n_pred": 1998.9, + "n_ref": 2069.5666666666666 + }, + "6": { + "Dice": 0.9423036705260781, + "FN": 18853.533333333333, + "FP": 29732.7, + "IoU": 0.8976353145503342, + "TN": 2824760.7, + "TP": 362604.0, + "n_pred": 392336.7, + "n_ref": 381457.5333333333 + }, + "7": { + "Dice": 0.8362114793292755, + "FN": 8797.833333333334, + "FP": 15857.466666666667, + "IoU": 0.7695439442749332, + "TN": 3081065.8666666667, + "TP": 130229.76666666666, + "n_pred": 146087.23333333334, + "n_ref": 139027.6 + }, + "8": { + "Dice": 0.9216741582728878, + "FN": 1259.0666666666666, + "FP": 876.6, + "IoU": 0.8612695881868565, + "TN": 3217337.433333333, + "TP": 16477.833333333332, + "n_pred": 17354.433333333334, + "n_ref": 17736.9 + }, + "9": { + "Dice": 0.8500911554932962, + "FN": 3033.3333333333335, + "FP": 3148.9, + "IoU": 0.7534038194222301, + "TN": 3211912.3666666667, + "TP": 17856.333333333332, + "n_pred": 21005.233333333334, + "n_ref": 20889.666666666668 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9535746852453246, + "FN": 2264, + "FP": 3540, + "IoU": 0.9112687468468607, + "TN": 3964925, + "TP": 59607, + "n_pred": 63147, + "n_ref": 61871 + }, + "10": { + "Dice": 0.7244669491233509, + "FN": 5279, + "FP": 10719, + "IoU": 0.5679719146637862, + "TN": 3993306, + "TP": 21032, + "n_pred": 31751, + "n_ref": 26311 + }, + "11": { + "Dice": 0.5604733727810651, + "FN": 1169, + "FP": 688, + "IoU": 0.3893456099967116, + "TN": 4027295, + "TP": 1184, + "n_pred": 1872, + "n_ref": 2353 + }, + "12": { + "Dice": 0.6694727514399645, + "FN": 1232, + "FP": 260, + "IoU": 0.5031635031635031, + "TN": 4027333, + "TP": 1511, + "n_pred": 1771, + "n_ref": 2743 + }, + "13": { + "Dice": 0.5464129770819665, + "FN": 9542, + "FP": 10507, + "IoU": 0.37590661478599224, + "TN": 3998211, + "TP": 12076, + "n_pred": 22583, + "n_ref": 21618 + }, + "14": { + "Dice": 0.8495812395309883, + "FN": 539, + "FP": 1706, + "IoU": 0.7384973791496797, + "TN": 4021751, + "TP": 6340, + "n_pred": 8046, + "n_ref": 6879 + }, + "15": { + "Dice": 0.7917505480248737, + "FN": 12486, + "FP": 1479, + "IoU": 0.6552873222748815, + "TN": 3989824, + "TP": 26547, + "n_pred": 28026, + "n_ref": 39033 + }, + "2": { + "Dice": 0.9405489136448075, + "FN": 3149, + "FP": 7060, + "IoU": 0.8877700214368164, + "TN": 3939371, + "TP": 80756, + "n_pred": 87816, + "n_ref": 83905 + }, + "3": { + "Dice": 0.9479970571073395, + "FN": 4093, + "FP": 6156, + "IoU": 0.9011353661242247, + "TN": 3926669, + "TP": 93418, + "n_pred": 99574, + "n_ref": 97511 + }, + "4": { + "Dice": 0.7667883791077948, + "FN": 1881, + "FP": 2526, + "IoU": 0.6217816683831102, + "TN": 4018684, + "TP": 7245, + "n_pred": 9771, + "n_ref": 9126 + }, + "5": { + "Dice": 0.7647274057811928, + "FN": 257, + "FP": 386, + "IoU": 0.6190758293838863, + "TN": 4028648, + "TP": 1045, + "n_pred": 1431, + "n_ref": 1302 + }, + "6": { + "Dice": 0.9646921449036592, + "FN": 15756, + "FP": 9704, + "IoU": 0.9317925486172319, + "TN": 3657063, + "TP": 347813, + "n_pred": 357517, + "n_ref": 363569 + }, + "7": { + "Dice": 0.9402825987335971, + "FN": 12727, + "FP": 10860, + "IoU": 0.8872956107070842, + "TN": 3821054, + "TP": 185695, + "n_pred": 196555, + "n_ref": 198422 + }, + "8": { + "Dice": 0.9004237288135594, + "FN": 652, + "FP": 194, + "IoU": 0.8188824662813102, + "TN": 4025665, + "TP": 3825, + "n_pred": 4019, + "n_ref": 4477 + }, + "9": { + "Dice": 0.7119716998696705, + "FN": 2702, + "FP": 1939, + "IoU": 0.5527609135588321, + "TN": 4019959, + "TP": 5736, + "n_pred": 7675, + "n_ref": 8438 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0001.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0001.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9619469202215296, + "FN": 707, + "FP": 1210, + "IoU": 0.9266837495697403, + "TN": 850013, + "TP": 24230, + "n_pred": 25440, + "n_ref": 24937 + }, + "10": { + "Dice": 0.8497765757290687, + "FN": 6574, + "FP": 3646, + "IoU": 0.7387926187190104, + "TN": 837034, + "TP": 28906, + "n_pred": 32552, + "n_ref": 35480 + }, + "11": { + "Dice": 0.47058823529411764, + "FN": 16, + "FP": 2, + "IoU": 0.3076923076923077, + "TN": 876134, + "TP": 8, + "n_pred": 10, + "n_ref": 24 + }, + "12": { + "Dice": 0.7748275862068965, + "FN": 835, + "FP": 471, + "IoU": 0.6324233042499297, + "TN": 872607, + "TP": 2247, + "n_pred": 2718, + "n_ref": 3082 + }, + "13": { + "Dice": 0.7128791759148597, + "FN": 4147, + "FP": 5943, + "IoU": 0.5538556773965334, + "TN": 853544, + "TP": 12526, + "n_pred": 18469, + "n_ref": 16673 + }, + "14": { + "Dice": 0.8591603859970416, + "FN": 1485, + "FP": 6513, + "IoU": 0.7530948044330565, + "TN": 843767, + "TP": 24395, + "n_pred": 30908, + "n_ref": 25880 + }, + "15": { + "Dice": 0.3447830300419942, + "FN": 810, + "FP": 5275, + "IoU": 0.2083008066614624, + "TN": 868474, + "TP": 1601, + "n_pred": 6876, + "n_ref": 2411 + }, + "2": { + "Dice": 0.5882352941176471, + "FN": 5, + "FP": 2, + "IoU": 0.4166666666666667, + "TN": 876148, + "TP": 5, + "n_pred": 7, + "n_ref": 10 + }, + "3": { + "Dice": 0.9470507071403932, + "FN": 1724, + "FP": 732, + "IoU": 0.8994266994266994, + "TN": 851740, + "TP": 21964, + "n_pred": 22696, + "n_ref": 23688 + }, + "4": { + "Dice": 0.56, + "FN": 4, + "FP": 18, + "IoU": 0.3888888888888889, + "TN": 876124, + "TP": 14, + "n_pred": 32, + "n_ref": 18 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9070399748331573, + "FN": 2736, + "FP": 1401, + "IoU": 0.8298930921052632, + "TN": 851840, + "TP": 20183, + "n_pred": 21584, + "n_ref": 22919 + }, + "7": { + "Dice": 0.7524727148703957, + "FN": 3209, + "FP": 2597, + "IoU": 0.6031713485065956, + "TN": 861529, + "TP": 8825, + "n_pred": 11422, + "n_ref": 12034 + }, + "8": { + "Dice": 0.9409648187633263, + "FN": 1080, + "FP": 692, + "IoU": 0.8885113879451365, + "TN": 860266, + "TP": 14122, + "n_pred": 14814, + "n_ref": 15202 + }, + "9": { + "Dice": 0.9527421236872812, + "FN": 1130, + "FP": 1138, + "IoU": 0.9097493036211699, + "TN": 851030, + "TP": 22862, + "n_pred": 24000, + "n_ref": 23992 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0004.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0004.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9816745033614456, + "FN": 6522, + "FP": 3997, + "IoU": 0.9640085675964197, + "TN": 3387608, + "TP": 281745, + "n_pred": 285742, + "n_ref": 288267 + }, + "10": { + "Dice": 0.0, + "FN": 35829, + "FP": 12735, + "IoU": 0.0, + "TN": 3631308, + "TP": 0, + "n_pred": 12735, + "n_ref": 35829 + }, + "11": { + "Dice": 0.5697956356078975, + "FN": 354, + "FP": 2130, + "IoU": 0.3984015500121095, + "TN": 3675743, + "TP": 1645, + "n_pred": 3775, + "n_ref": 1999 + }, + "12": { + "Dice": 0.0, + "FN": 56, + "FP": 0, + "IoU": 0.0, + "TN": 3679816, + "TP": 0, + "n_pred": 0, + "n_ref": 56 + }, + "13": { + "Dice": 0.0, + "FN": 16339, + "FP": 20753, + "IoU": 0.0, + "TN": 3642780, + "TP": 0, + "n_pred": 20753, + "n_ref": 16339 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3679872, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 3005, + "IoU": 0.0, + "TN": 3676867, + "TP": 0, + "n_pred": 3005, + "n_ref": 0 + }, + "2": { + "Dice": 0.9718587655190631, + "FN": 1419, + "FP": 1777, + "IoU": 0.9452580374424062, + "TN": 3621489, + "TP": 55187, + "n_pred": 56964, + "n_ref": 56606 + }, + "3": { + "Dice": 0.9643595669626566, + "FN": 2482, + "FP": 4550, + "IoU": 0.9311721869861405, + "TN": 3577704, + "TP": 95136, + "n_pred": 99686, + "n_ref": 97618 + }, + "4": { + "Dice": 0.8447764534721056, + "FN": 10502, + "FP": 594, + "IoU": 0.7312666505207072, + "TN": 3638582, + "TP": 30194, + "n_pred": 30788, + "n_ref": 40696 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3679872, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9431847258926579, + "FN": 70898, + "FP": 40122, + "IoU": 0.892478325210937, + "TN": 2647336, + "TP": 921516, + "n_pred": 961638, + "n_ref": 992414 + }, + "7": { + "Dice": 0.8822322878386463, + "FN": 5627, + "FP": 13665, + "IoU": 0.7892805260341005, + "TN": 3588319, + "TP": 72261, + "n_pred": 85926, + "n_ref": 77888 + }, + "8": { + "Dice": 0.9233352831292337, + "FN": 2400, + "FP": 1663, + "IoU": 0.8575885033298283, + "TN": 3651342, + "TP": 24467, + "n_pred": 26130, + "n_ref": 26867 + }, + "9": { + "Dice": 0.4935462509634487, + "FN": 23312, + "FP": 23341, + "IoU": 0.32762124378467966, + "TN": 3610487, + "TP": 22732, + "n_pred": 46073, + "n_ref": 46044 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0006.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0006.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7916462341708252, + "FN": 2412, + "FP": 4811, + "IoU": 0.6551444258772977, + "TN": 2081839, + "TP": 13722, + "n_pred": 18533, + "n_ref": 16134 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 2102780, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7134373544480671, + "FN": 3687, + "FP": 1235, + "IoU": 0.5545298217033215, + "TN": 2091735, + "TP": 6127, + "n_pred": 7362, + "n_ref": 9814 + }, + "14": { + "Dice": 0.9120419939548413, + "FN": 2710, + "FP": 6573, + "IoU": 0.838306247931581, + "TN": 2045373, + "TP": 48128, + "n_pred": 54701, + "n_ref": 50838 + }, + "15": { + "Dice": 0.9431390511310923, + "FN": 8776, + "FP": 969, + "IoU": 0.8923965372554216, + "TN": 2012220, + "TP": 80819, + "n_pred": 81788, + "n_ref": 89595 + }, + "2": { + "Dice": 0.7602996254681648, + "FN": 39, + "FP": 89, + "IoU": 0.6132930513595166, + "TN": 2102453, + "TP": 203, + "n_pred": 292, + "n_ref": 242 + }, + "3": { + "Dice": 0.9591667136176686, + "FN": 1377, + "FP": 4421, + "IoU": 0.9215373164625482, + "TN": 2028889, + "TP": 68097, + "n_pred": 72518, + "n_ref": 69474 + }, + "4": { + "Dice": 0.20417633410672853, + "FN": 343, + "FP": 0, + "IoU": 0.11369509043927649, + "TN": 2102397, + "TP": 44, + "n_pred": 44, + "n_ref": 387 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9755568892025157, + "FN": 6632, + "FP": 4487, + "IoU": 0.9522801987931642, + "TN": 1869778, + "TP": 221887, + "n_pred": 226374, + "n_ref": 228519 + }, + "7": { + "Dice": 0.9542504370629371, + "FN": 4242, + "FP": 4132, + "IoU": 0.9125037876017428, + "TN": 2007077, + "TP": 87333, + "n_pred": 91465, + "n_ref": 91575 + }, + "8": { + "Dice": 0.9273783919827941, + "FN": 790, + "FP": 797, + "IoU": 0.8645904436860068, + "TN": 2091064, + "TP": 10133, + "n_pred": 10930, + "n_ref": 10923 + }, + "9": { + "Dice": 0.844609942282629, + "FN": 2579, + "FP": 1594, + "IoU": 0.7310171458037902, + "TN": 2087270, + "TP": 11341, + "n_pred": 12935, + "n_ref": 13920 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0014.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0014.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9474110250667818, + "FN": 1582, + "FP": 367, + "IoU": 0.9000769033581133, + "TN": 2959439, + "TP": 17556, + "n_pred": 17923, + "n_ref": 19138 + }, + "10": { + "Dice": 0.8200879191696011, + "FN": 5363, + "FP": 2454, + "IoU": 0.6950415480045254, + "TN": 2953311, + "TP": 17816, + "n_pred": 20270, + "n_ref": 23179 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8247261345852895, + "FN": 37, + "FP": 187, + "IoU": 0.7017310252996005, + "TN": 2978193, + "TP": 527, + "n_pred": 714, + "n_ref": 564 + }, + "13": { + "Dice": 0.7232021181326169, + "FN": 3028, + "FP": 4081, + "IoU": 0.566418638692364, + "TN": 2962548, + "TP": 9287, + "n_pred": 13368, + "n_ref": 12315 + }, + "14": { + "Dice": 0.926268424622409, + "FN": 3135, + "FP": 1322, + "IoU": 0.8626629279265399, + "TN": 2946491, + "TP": 27996, + "n_pred": 29318, + "n_ref": 31131 + }, + "15": { + "Dice": 0.7183382487110395, + "FN": 4120, + "FP": 9155, + "IoU": 0.5604741250869119, + "TN": 2948741, + "TP": 16928, + "n_pred": 26083, + "n_ref": 21048 + }, + "2": { + "Dice": 0.9478967833156593, + "FN": 627, + "FP": 4532, + "IoU": 0.900954172826233, + "TN": 2926857, + "TP": 46928, + "n_pred": 51460, + "n_ref": 47555 + }, + "3": { + "Dice": 0.9441292378210683, + "FN": 2477, + "FP": 7518, + "IoU": 0.8941712107575838, + "TN": 2884499, + "TP": 84450, + "n_pred": 91968, + "n_ref": 86927 + }, + "4": { + "Dice": 0.6309047237790232, + "FN": 472, + "FP": 450, + "IoU": 0.4608187134502924, + "TN": 2977234, + "TP": 788, + "n_pred": 1238, + "n_ref": 1260 + }, + "5": { + "Dice": 0.0, + "FN": 18, + "FP": 0, + "IoU": 0.0, + "TN": 2978926, + "TP": 0, + "n_pred": 0, + "n_ref": 18 + }, + "6": { + "Dice": 0.9180705420736128, + "FN": 6060, + "FP": 1624, + "IoU": 0.848549353516241, + "TN": 2928208, + "TP": 43052, + "n_pred": 44676, + "n_ref": 49112 + }, + "7": { + "Dice": 0.9703194310308493, + "FN": 9770, + "FP": 13187, + "IoU": 0.9423499483944522, + "TN": 2580731, + "TP": 375256, + "n_pred": 388443, + "n_ref": 385026 + }, + "8": { + "Dice": 0.6889133113531155, + "FN": 9202, + "FP": 139, + "IoU": 0.5254521438731965, + "TN": 2959260, + "TP": 10343, + "n_pred": 10482, + "n_ref": 19545 + }, + "9": { + "Dice": 0.7011782401604412, + "FN": 326, + "FP": 2058, + "IoU": 0.5398571704304188, + "TN": 2973763, + "TP": 2797, + "n_pred": 4855, + "n_ref": 3123 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0015.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0015.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.5929466720826322, + "FN": 49355, + "FP": 6763, + "IoU": 0.4214102339392315, + "TN": 1655329, + "TP": 40873, + "n_pred": 47636, + "n_ref": 90228 + }, + "11": { + "Dice": 0.6619654913728432, + "FN": 419, + "FP": 1834, + "IoU": 0.4947297600358825, + "TN": 1747861, + "TP": 2206, + "n_pred": 4040, + "n_ref": 2625 + }, + "12": { + "Dice": 0.0, + "FN": 6, + "FP": 0, + "IoU": 0.0, + "TN": 1752314, + "TP": 0, + "n_pred": 0, + "n_ref": 6 + }, + "13": { + "Dice": 0.7417772648586266, + "FN": 2249, + "FP": 6701, + "IoU": 0.589543682641596, + "TN": 1730515, + "TP": 12855, + "n_pred": 19556, + "n_ref": 15104 + }, + "14": { + "Dice": 0.8634014275166133, + "FN": 966, + "FP": 1809, + "IoU": 0.7596362061498484, + "TN": 1740775, + "TP": 8770, + "n_pred": 10579, + "n_ref": 9736 + }, + "15": { + "Dice": 0.7572939262472885, + "FN": 3214, + "FP": 14688, + "IoU": 0.6093910235430168, + "TN": 1706489, + "TP": 27929, + "n_pred": 42617, + "n_ref": 31143 + }, + "2": { + "Dice": 0.9372408293460925, + "FN": 467, + "FP": 1107, + "IoU": 0.8818938996023111, + "TN": 1738993, + "TP": 11753, + "n_pred": 12860, + "n_ref": 12220 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.10848400556328233, + "FN": 639, + "FP": 2, + "IoU": 0.057352941176470586, + "TN": 1751640, + "TP": 39, + "n_pred": 41, + "n_ref": 678 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9692970847992501, + "FN": 8975, + "FP": 9238, + "IoU": 0.9404233465376979, + "TN": 1446613, + "TP": 287494, + "n_pred": 296732, + "n_ref": 296469 + }, + "7": { + "Dice": 0.8849690708500734, + "FN": 5581, + "FP": 3438, + "IoU": 0.7936722181551976, + "TN": 1708608, + "TP": 34693, + "n_pred": 38131, + "n_ref": 40274 + }, + "8": { + "Dice": 0.8406803193335647, + "FN": 445, + "FP": 473, + "IoU": 0.7251497005988023, + "TN": 1748980, + "TP": 2422, + "n_pred": 2895, + "n_ref": 2867 + }, + "9": { + "Dice": 0.777971249240737, + "FN": 602, + "FP": 4881, + "IoU": 0.6366227052819935, + "TN": 1737231, + "TP": 9606, + "n_pred": 14487, + "n_ref": 10208 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0045.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0045.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9303473491773309, + "FN": 218, + "FP": 544, + "IoU": 0.8697658519911127, + "TN": 1746469, + "TP": 5089, + "n_pred": 5633, + "n_ref": 5307 + }, + "10": { + "Dice": 0.8315266727185348, + "FN": 827, + "FP": 2328, + "IoU": 0.7116351339000091, + "TN": 1741379, + "TP": 7786, + "n_pred": 10114, + "n_ref": 8613 + }, + "11": { + "Dice": 0.6393728222996515, + "FN": 132, + "FP": 282, + "IoU": 0.469910371318822, + "TN": 1751539, + "TP": 367, + "n_pred": 649, + "n_ref": 499 + }, + "12": { + "Dice": 0.0, + "FN": 6, + "FP": 3, + "IoU": 0.0, + "TN": 1752311, + "TP": 0, + "n_pred": 3, + "n_ref": 6 + }, + "13": { + "Dice": 0.7401538951873605, + "FN": 3233, + "FP": 2474, + "IoU": 0.5874954824719913, + "TN": 1738485, + "TP": 8128, + "n_pred": 10602, + "n_ref": 11361 + }, + "14": { + "Dice": 0.9302906935218913, + "FN": 6571, + "FP": 3189, + "IoU": 0.869666822461107, + "TN": 1677435, + "TP": 65125, + "n_pred": 68314, + "n_ref": 71696 + }, + "15": { + "Dice": 0.8657258064516129, + "FN": 3645, + "FP": 1017, + "IoU": 0.7632420902950586, + "TN": 1732629, + "TP": 15029, + "n_pred": 16046, + "n_ref": 18674 + }, + "2": { + "Dice": 0.9429453863141989, + "FN": 1184, + "FP": 5688, + "IoU": 0.892049827989758, + "TN": 1688661, + "TP": 56787, + "n_pred": 62475, + "n_ref": 57971 + }, + "3": { + "Dice": 0.954555072024521, + "FN": 1725, + "FP": 6222, + "IoU": 0.9130610771368246, + "TN": 1660911, + "TP": 83462, + "n_pred": 89684, + "n_ref": 85187 + }, + "4": { + "Dice": 0.9197792030936516, + "FN": 4340, + "FP": 3377, + "IoU": 0.8514733337182671, + "TN": 1700363, + "TP": 44240, + "n_pred": 47617, + "n_ref": 48580 + }, + "5": { + "Dice": 0.7790038771249628, + "FN": 241, + "FP": 1241, + "IoU": 0.6380068392769908, + "TN": 1748226, + "TP": 2612, + "n_pred": 3853, + "n_ref": 2853 + }, + "6": { + "Dice": 0.9671071934072524, + "FN": 9736, + "FP": 10668, + "IoU": 0.936309351013388, + "TN": 1431959, + "TP": 299957, + "n_pred": 310625, + "n_ref": 309693 + }, + "7": { + "Dice": 0.9040491214170511, + "FN": 3561, + "FP": 3221, + "IoU": 0.8248993080656821, + "TN": 1713588, + "TP": 31950, + "n_pred": 35171, + "n_ref": 35511 + }, + "8": { + "Dice": 0.7633587786259542, + "FN": 24, + "FP": 7, + "IoU": 0.6172839506172839, + "TN": 1752239, + "TP": 50, + "n_pred": 57, + "n_ref": 74 + }, + "9": { + "Dice": 0.6756269710166691, + "FN": 684, + "FP": 3636, + "IoU": 0.5101485429186983, + "TN": 1743501, + "TP": 4499, + "n_pred": 8135, + "n_ref": 5183 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0076.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0076.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9669764149353349, + "FN": 1236, + "FP": 1703, + "IoU": 0.936064218586843, + "TN": 2582512, + "TP": 43029, + "n_pred": 44732, + "n_ref": 44265 + }, + "10": { + "Dice": 0.8532645414900805, + "FN": 3913, + "FP": 3254, + "IoU": 0.7440814140332084, + "TN": 2600475, + "TP": 20838, + "n_pred": 24092, + "n_ref": 24751 + }, + "11": { + "Dice": 0.6964129483814523, + "FN": 205, + "FP": 142, + "IoU": 0.5342281879194631, + "TN": 2627735, + "TP": 398, + "n_pred": 540, + "n_ref": 603 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8681121449054112, + "FN": 3130, + "FP": 3263, + "IoU": 0.7669595013305144, + "TN": 2601047, + "TP": 21040, + "n_pred": 24303, + "n_ref": 24170 + }, + "14": { + "Dice": 0.9498900148766005, + "FN": 2195, + "FP": 1746, + "IoU": 0.9045624061607013, + "TN": 2587186, + "TP": 37353, + "n_pred": 39099, + "n_ref": 39548 + }, + "15": { + "Dice": 0.9378003789011865, + "FN": 6215, + "FP": 3142, + "IoU": 0.8828852508260739, + "TN": 2548584, + "TP": 70539, + "n_pred": 73681, + "n_ref": 76754 + }, + "2": { + "Dice": 0.8767515923566879, + "FN": 338, + "FP": 436, + "IoU": 0.7805500425290616, + "TN": 2624953, + "TP": 2753, + "n_pred": 3189, + "n_ref": 3091 + }, + "3": { + "Dice": 0.9566677863621095, + "FN": 532, + "FP": 758, + "IoU": 0.9169349645846748, + "TN": 2612950, + "TP": 14240, + "n_pred": 14998, + "n_ref": 14772 + }, + "4": { + "Dice": 0.6967095851216023, + "FN": 262, + "FP": 162, + "IoU": 0.5345773874862788, + "TN": 2627569, + "TP": 487, + "n_pred": 649, + "n_ref": 749 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9693252394492667, + "FN": 6479, + "FP": 6639, + "IoU": 0.9404763525317289, + "TN": 2408097, + "TP": 207265, + "n_pred": 213904, + "n_ref": 213744 + }, + "7": { + "Dice": 0.9446798623634975, + "FN": 4523, + "FP": 5477, + "IoU": 0.8951595147982345, + "TN": 2533097, + "TP": 85383, + "n_pred": 90860, + "n_ref": 89906 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9216535029233768, + "FN": 2058, + "FP": 1761, + "IoU": 0.854691423788144, + "TN": 2602198, + "TP": 22463, + "n_pred": 24224, + "n_ref": 24521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0094.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0094.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9886029377864249, + "FN": 519, + "FP": 1953, + "IoU": 0.9774627341933719, + "TN": 3570187, + "TP": 107213, + "n_pred": 109166, + "n_ref": 107732 + }, + "10": { + "Dice": 0.9021773194645495, + "FN": 4674, + "FP": 1881, + "IoU": 0.8217878310042955, + "TN": 3643090, + "TP": 30227, + "n_pred": 32108, + "n_ref": 34901 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3679872, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8032128514056225, + "FN": 0, + "FP": 49, + "IoU": 0.6711409395973155, + "TN": 3679723, + "TP": 100, + "n_pred": 149, + "n_ref": 100 + }, + "13": { + "Dice": 0.7955836569631223, + "FN": 1027, + "FP": 5342, + "IoU": 0.660555348291851, + "TN": 3661109, + "TP": 12394, + "n_pred": 17736, + "n_ref": 13421 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3679872, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3679872, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.974454195250438, + "FN": 2127, + "FP": 3954, + "IoU": 0.9501810555291573, + "TN": 3557810, + "TP": 115981, + "n_pred": 119935, + "n_ref": 118108 + }, + "3": { + "Dice": 0.977697420514659, + "FN": 4235, + "FP": 4412, + "IoU": 0.9563679483298012, + "TN": 3481692, + "TP": 189533, + "n_pred": 193945, + "n_ref": 193768 + }, + "4": { + "Dice": 0.9384136218725667, + "FN": 6124, + "FP": 2260, + "IoU": 0.8839729307075935, + "TN": 3607613, + "TP": 63875, + "n_pred": 66135, + "n_ref": 69999 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 805, + "IoU": 0.0, + "TN": 3679067, + "TP": 0, + "n_pred": 805, + "n_ref": 0 + }, + "6": { + "Dice": 0.9785047389013659, + "FN": 5761, + "FP": 1848, + "IoU": 0.9579141246812723, + "TN": 3499075, + "TP": 173188, + "n_pred": 175036, + "n_ref": 178949 + }, + "7": { + "Dice": 0.9569991895254729, + "FN": 3381, + "FP": 4153, + "IoU": 0.9175440516580935, + "TN": 3588502, + "TP": 83836, + "n_pred": 87989, + "n_ref": 87217 + }, + "8": { + "Dice": 0.9481122551988693, + "FN": 27, + "FP": 230, + "IoU": 0.9013435700575816, + "TN": 3677267, + "TP": 2348, + "n_pred": 2578, + "n_ref": 2375 + }, + "9": { + "Dice": 0.9775756625372433, + "FN": 128, + "FP": 158, + "IoU": 0.9561349693251534, + "TN": 3673352, + "TP": 6234, + "n_pred": 6392, + "n_ref": 6362 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0102.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0102.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.976218586608197, + "FN": 552, + "FP": 12, + "IoU": 0.9535420098846787, + "TN": 6296212, + "TP": 11576, + "n_pred": 11588, + "n_ref": 12128 + }, + "10": { + "Dice": 0.8041263418812765, + "FN": 1488, + "FP": 9259, + "IoU": 0.672417471881001, + "TN": 6275545, + "TP": 22060, + "n_pred": 31319, + "n_ref": 23548 + }, + "11": { + "Dice": 0.7936226749335695, + "FN": 134, + "FP": 99, + "IoU": 0.657856093979442, + "TN": 6307671, + "TP": 448, + "n_pred": 547, + "n_ref": 582 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 85, + "IoU": 0.0, + "TN": 6308267, + "TP": 0, + "n_pred": 85, + "n_ref": 0 + }, + "13": { + "Dice": 0.6834282333801671, + "FN": 1475, + "FP": 11368, + "IoU": 0.5190968321725455, + "TN": 6281646, + "TP": 13863, + "n_pred": 25231, + "n_ref": 15338 + }, + "14": { + "Dice": 0.04197822803130881, + "FN": 3057, + "FP": 709168, + "IoU": 0.021439101767035937, + "TN": 5580523, + "TP": 15604, + "n_pred": 724772, + "n_ref": 18661 + }, + "15": { + "Dice": 0.7570577447524207, + "FN": 742, + "FP": 24825, + "IoU": 0.6090852101585554, + "TN": 6242949, + "TP": 39836, + "n_pred": 64661, + "n_ref": 40578 + }, + "2": { + "Dice": 0.9823356520612333, + "FN": 1622, + "FP": 1377, + "IoU": 0.9652845302588322, + "TN": 6221964, + "TP": 83389, + "n_pred": 84766, + "n_ref": 85011 + }, + "3": { + "Dice": 0.8888888888888888, + "FN": 0, + "FP": 1, + "IoU": 0.8, + "TN": 6308347, + "TP": 4, + "n_pred": 5, + "n_ref": 4 + }, + "4": { + "Dice": 0.9338959949674984, + "FN": 1083, + "FP": 1439, + "IoU": 0.8759895756502926, + "TN": 6288015, + "TP": 17815, + "n_pred": 19254, + "n_ref": 18898 + }, + "5": { + "Dice": 0.8533667540161787, + "FN": 1770, + "FP": 804, + "IoU": 0.7442368839427663, + "TN": 6298288, + "TP": 7490, + "n_pred": 8294, + "n_ref": 9260 + }, + "6": { + "Dice": 0.911881136270676, + "FN": 6674, + "FP": 55587, + "IoU": 0.8380344893069621, + "TN": 5923943, + "TP": 322148, + "n_pred": 377735, + "n_ref": 328822 + }, + "7": { + "Dice": 0.9334045406059949, + "FN": 19938, + "FP": 26699, + "IoU": 0.8751251773904196, + "TN": 5934882, + "TP": 326833, + "n_pred": 353532, + "n_ref": 346771 + }, + "8": { + "Dice": 0.9646050670640834, + "FN": 974, + "FP": 1116, + "IoU": 0.931630082763584, + "TN": 6277783, + "TP": 28479, + "n_pred": 29595, + "n_ref": 29453 + }, + "9": { + "Dice": 0.8718107401052069, + "FN": 5921, + "FP": 3193, + "IoU": 0.7727522066523712, + "TN": 6268246, + "TP": 30992, + "n_pred": 34185, + "n_ref": 36913 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0111.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0111.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.986939900254216, + "FN": 1050, + "FP": 296, + "IoU": 0.9742165351314076, + "TN": 1700116, + "TP": 50858, + "n_pred": 51154, + "n_ref": 51908 + }, + "10": { + "Dice": 0.8451853344077357, + "FN": 6685, + "FP": 2537, + "IoU": 0.7318796336676843, + "TN": 1717925, + "TP": 25173, + "n_pred": 27710, + "n_ref": 31858 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8548829360894326, + "FN": 454, + "FP": 922, + "IoU": 0.7465463252901087, + "TN": 1746891, + "TP": 4053, + "n_pred": 4975, + "n_ref": 4507 + }, + "13": { + "Dice": 0.8071919717524624, + "FN": 472, + "FP": 3678, + "IoU": 0.6767157435537898, + "TN": 1739483, + "TP": 8687, + "n_pred": 12365, + "n_ref": 9159 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9590449534471925, + "FN": 588, + "FP": 1563, + "IoU": 0.9213125548726954, + "TN": 1724984, + "TP": 25185, + "n_pred": 26748, + "n_ref": 25773 + }, + "3": { + "Dice": 0.9797894227278229, + "FN": 309, + "FP": 192, + "IoU": 0.960379596678529, + "TN": 1739675, + "TP": 12144, + "n_pred": 12336, + "n_ref": 12453 + }, + "4": { + "Dice": 0.9103740296400847, + "FN": 67, + "FP": 60, + "IoU": 0.8354922279792746, + "TN": 1751548, + "TP": 645, + "n_pred": 705, + "n_ref": 712 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9389577530669955, + "FN": 1640, + "FP": 1231, + "IoU": 0.8849390830394357, + "TN": 1727368, + "TP": 22081, + "n_pred": 23312, + "n_ref": 23721 + }, + "7": { + "Dice": 0.9385245273181727, + "FN": 3156, + "FP": 853, + "IoU": 0.8841697726156424, + "TN": 1717709, + "TP": 30602, + "n_pred": 31455, + "n_ref": 33758 + }, + "8": { + "Dice": 0.9751717513416442, + "FN": 350, + "FP": 839, + "IoU": 0.9515465177880109, + "TN": 1727781, + "TP": 23350, + "n_pred": 24189, + "n_ref": 23700 + }, + "9": { + "Dice": 0.8305432183122651, + "FN": 660, + "FP": 332, + "IoU": 0.710195734735612, + "TN": 1748897, + "TP": 2431, + "n_pred": 2763, + "n_ref": 3091 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0118.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0118.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9902799051020446, + "FN": 2055, + "FP": 604, + "IoU": 0.9807469516610189, + "TN": 2315140, + "TP": 135449, + "n_pred": 136053, + "n_ref": 137504 + }, + "10": { + "Dice": 0.9092921620641615, + "FN": 1508, + "FP": 3245, + "IoU": 0.8336716125419933, + "TN": 2424672, + "TP": 23823, + "n_pred": 27068, + "n_ref": 25331 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8977833244190884, + "FN": 1445, + "FP": 1995, + "IoU": 0.8145252601498895, + "TN": 2434701, + "TP": 15107, + "n_pred": 17102, + "n_ref": 16552 + }, + "14": { + "Dice": 0.9869721202739439, + "FN": 3348, + "FP": 759, + "IoU": 0.9742793263901501, + "TN": 2293571, + "TP": 155570, + "n_pred": 156329, + "n_ref": 158918 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.5679012345679012, + "FN": 32, + "FP": 3, + "IoU": 0.39655172413793105, + "TN": 2453190, + "TP": 23, + "n_pred": 26, + "n_ref": 55 + }, + "3": { + "Dice": 0.9479461167470481, + "FN": 84, + "FP": 542, + "IoU": 0.9010433133101486, + "TN": 2446922, + "TP": 5700, + "n_pred": 6242, + "n_ref": 5784 + }, + "4": { + "Dice": 0.9507734923355008, + "FN": 453, + "FP": 1644, + "IoU": 0.9061660998747092, + "TN": 2430900, + "TP": 20251, + "n_pred": 21895, + "n_ref": 20704 + }, + "5": { + "Dice": 0.7586206896551724, + "FN": 3, + "FP": 4, + "IoU": 0.6111111111111112, + "TN": 2453230, + "TP": 11, + "n_pred": 15, + "n_ref": 14 + }, + "6": { + "Dice": 0.981755871383933, + "FN": 2530, + "FP": 7063, + "IoU": 0.9641655117798456, + "TN": 2185545, + "TP": 258110, + "n_pred": 265173, + "n_ref": 260640 + }, + "7": { + "Dice": 0.9293361884368309, + "FN": 6151, + "FP": 2165, + "IoU": 0.868, + "TN": 2390248, + "TP": 54684, + "n_pred": 56849, + "n_ref": 60835 + }, + "8": { + "Dice": 0.952135231316726, + "FN": 1301, + "FP": 313, + "IoU": 0.9086432331465444, + "TN": 2435581, + "TP": 16053, + "n_pred": 16366, + "n_ref": 17354 + }, + "9": { + "Dice": 0.9713911554346731, + "FN": 1175, + "FP": 529, + "IoU": 0.9443737146214867, + "TN": 2422615, + "TP": 28929, + "n_pred": 29458, + "n_ref": 30104 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0119.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0119.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4906496, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8574611426449525, + "FN": 683, + "FP": 2004, + "IoU": 0.7504875104466524, + "TN": 4895727, + "TP": 8082, + "n_pred": 10086, + "n_ref": 8765 + }, + "11": { + "Dice": 0.7104247104247104, + "FN": 31, + "FP": 44, + "IoU": 0.5508982035928144, + "TN": 4906329, + "TP": 92, + "n_pred": 136, + "n_ref": 123 + }, + "12": { + "Dice": 0.8361304115446285, + "FN": 1268, + "FP": 265, + "IoU": 0.7184055841293167, + "TN": 4901052, + "TP": 3911, + "n_pred": 4176, + "n_ref": 5179 + }, + "13": { + "Dice": 0.8752053459557289, + "FN": 7659, + "FP": 1305, + "IoU": 0.7781023343317574, + "TN": 4866099, + "TP": 31433, + "n_pred": 32738, + "n_ref": 39092 + }, + "14": { + "Dice": 0.9526214769168603, + "FN": 968, + "FP": 2784, + "IoU": 0.9095293209876543, + "TN": 4865024, + "TP": 37720, + "n_pred": 40504, + "n_ref": 38688 + }, + "15": { + "Dice": 0.9203566299664911, + "FN": 782, + "FP": 1880, + "IoU": 0.8524635592750651, + "TN": 4888453, + "TP": 15381, + "n_pred": 17261, + "n_ref": 16163 + }, + "2": { + "Dice": 0.8474028226129179, + "FN": 27159, + "FP": 1440, + "IoU": 0.7352116066551242, + "TN": 4798489, + "TP": 79408, + "n_pred": 80848, + "n_ref": 106567 + }, + "3": { + "Dice": 0.2907324139179769, + "FN": 103, + "FP": 23400, + "IoU": 0.17009180790960451, + "TN": 4878176, + "TP": 4817, + "n_pred": 28217, + "n_ref": 4920 + }, + "4": { + "Dice": 0.9454886290760199, + "FN": 1597, + "FP": 613, + "IoU": 0.8966130239520959, + "TN": 4885120, + "TP": 19166, + "n_pred": 19779, + "n_ref": 20763 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4906496, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9517580999202545, + "FN": 7423, + "FP": 4313, + "IoU": 0.907956550723501, + "TN": 4778991, + "TP": 115769, + "n_pred": 120082, + "n_ref": 123192 + }, + "7": { + "Dice": 0.9122787549242635, + "FN": 2429, + "FP": 22867, + "IoU": 0.8387063864517446, + "TN": 4749664, + "TP": 131536, + "n_pred": 154403, + "n_ref": 133965 + }, + "8": { + "Dice": 0.9451414305963992, + "FN": 205, + "FP": 2388, + "IoU": 0.8959887685519454, + "TN": 4881566, + "TP": 22337, + "n_pred": 24725, + "n_ref": 22542 + }, + "9": { + "Dice": 0.876095300166558, + "FN": 1418, + "FP": 2004, + "IoU": 0.7795103092783505, + "TN": 4890976, + "TP": 12098, + "n_pred": 14102, + "n_ref": 13516 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0131.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0131.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9570056356998546, + "FN": 935, + "FP": 278, + "IoU": 0.9175559029429756, + "TN": 2438535, + "TP": 13500, + "n_pred": 13778, + "n_ref": 14435 + }, + "10": { + "Dice": 0.910012790060296, + "FN": 5097, + "FP": 4753, + "IoU": 0.8348839158494678, + "TN": 2393593, + "TP": 49805, + "n_pred": 54558, + "n_ref": 54902 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8, + "FN": 247, + "FP": 248, + "IoU": 0.6666666666666666, + "TN": 2451763, + "TP": 990, + "n_pred": 1238, + "n_ref": 1237 + }, + "13": { + "Dice": 0.8418563202632301, + "FN": 6393, + "FP": 2835, + "IoU": 0.7269014501331755, + "TN": 2419458, + "TP": 24562, + "n_pred": 27397, + "n_ref": 30955 + }, + "14": { + "Dice": 0.9774325306337234, + "FN": 1342, + "FP": 3161, + "IoU": 0.9558611631166744, + "TN": 2351229, + "TP": 97516, + "n_pred": 100677, + "n_ref": 98858 + }, + "15": { + "Dice": 0.7198031980319803, + "FN": 810, + "FP": 329, + "IoU": 0.5622598001537279, + "TN": 2450646, + "TP": 1463, + "n_pred": 1792, + "n_ref": 2273 + }, + "2": { + "Dice": 0.9340202758849925, + "FN": 184, + "FP": 213, + "IoU": 0.876208294356096, + "TN": 2450041, + "TP": 2810, + "n_pred": 3023, + "n_ref": 2994 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8871416243168089, + "FN": 1104, + "FP": 1250, + "IoU": 0.7971738755815957, + "TN": 2441642, + "TP": 9252, + "n_pred": 10502, + "n_ref": 10356 + }, + "5": { + "Dice": 0.7397557666214383, + "FN": 909, + "FP": 50, + "IoU": 0.5869939707149009, + "TN": 2450926, + "TP": 1363, + "n_pred": 1413, + "n_ref": 2272 + }, + "6": { + "Dice": 0.9624612346288554, + "FN": 1466, + "FP": 3400, + "IoU": 0.9276388186657942, + "TN": 2386002, + "TP": 62380, + "n_pred": 65780, + "n_ref": 63846 + }, + "7": { + "Dice": 0.9583709180645071, + "FN": 3838, + "FP": 5069, + "IoU": 0.9200692786761671, + "TN": 2341814, + "TP": 102527, + "n_pred": 107596, + "n_ref": 106365 + }, + "8": { + "Dice": 0.9668343772461239, + "FN": 513, + "FP": 133, + "IoU": 0.9357980520771219, + "TN": 2443186, + "TP": 9416, + "n_pred": 9549, + "n_ref": 9929 + }, + "9": { + "Dice": 0.9454923897489268, + "FN": 544, + "FP": 1132, + "IoU": 0.8966197878114976, + "TN": 2437036, + "TP": 14536, + "n_pred": 15668, + "n_ref": 15080 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0161.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0161.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9604762819281736, + "FN": 1230, + "FP": 828, + "IoU": 0.9239580254212237, + "TN": 2250952, + "TP": 25006, + "n_pred": 25834, + "n_ref": 26236 + }, + "10": { + "Dice": 0.9031776484223071, + "FN": 7120, + "FP": 7667, + "IoU": 0.8234493463076831, + "TN": 2194261, + "TP": 68968, + "n_pred": 76635, + "n_ref": 76088 + }, + "11": { + "Dice": 0.8266464799394398, + "FN": 119, + "FP": 339, + "IoU": 0.704516129032258, + "TN": 2276466, + "TP": 1092, + "n_pred": 1431, + "n_ref": 1211 + }, + "12": { + "Dice": 0.8202989224887035, + "FN": 291, + "FP": 226, + "IoU": 0.6953447259870359, + "TN": 2276319, + "TP": 1180, + "n_pred": 1406, + "n_ref": 1471 + }, + "13": { + "Dice": 0.7699162159890156, + "FN": 13994, + "FP": 2428, + "IoU": 0.6259055082236092, + "TN": 2234118, + "TP": 27476, + "n_pred": 29904, + "n_ref": 41470 + }, + "14": { + "Dice": 0.8538188171295836, + "FN": 5974, + "FP": 1389, + "IoU": 0.7449248250536964, + "TN": 2249150, + "TP": 21503, + "n_pred": 22892, + "n_ref": 27477 + }, + "15": { + "Dice": 0.8824349600408093, + "FN": 783, + "FP": 2674, + "IoU": 0.7896050149108392, + "TN": 2261585, + "TP": 12974, + "n_pred": 15648, + "n_ref": 13757 + }, + "2": { + "Dice": 0.9719708339017994, + "FN": 2672, + "FP": 1026, + "IoU": 0.9454700955526719, + "TN": 2210200, + "TP": 64118, + "n_pred": 65144, + "n_ref": 66790 + }, + "3": { + "Dice": 0.9571002243666543, + "FN": 4715, + "FP": 5132, + "IoU": 0.9177298209556274, + "TN": 2158325, + "TP": 109844, + "n_pred": 114976, + "n_ref": 114559 + }, + "4": { + "Dice": 0.9096537568558835, + "FN": 520, + "FP": 2165, + "IoU": 0.834279718553265, + "TN": 2261814, + "TP": 13517, + "n_pred": 15682, + "n_ref": 14037 + }, + "5": { + "Dice": 0.829560585885486, + "FN": 131, + "FP": 125, + "IoU": 0.7087599544937428, + "TN": 2277137, + "TP": 623, + "n_pred": 748, + "n_ref": 754 + }, + "6": { + "Dice": 0.9734466825308363, + "FN": 4518, + "FP": 4487, + "IoU": 0.948267046597, + "TN": 2103949, + "TP": 165062, + "n_pred": 169549, + "n_ref": 169580 + }, + "7": { + "Dice": 0.9114707190224851, + "FN": 1717, + "FP": 12020, + "IoU": 0.837341479876381, + "TN": 2193563, + "TP": 70716, + "n_pred": 82736, + "n_ref": 72433 + }, + "8": { + "Dice": 0.9691590575314476, + "FN": 767, + "FP": 199, + "IoU": 0.9401635282457879, + "TN": 2261872, + "TP": 15178, + "n_pred": 15377, + "n_ref": 15945 + }, + "9": { + "Dice": 0.9469775474956822, + "FN": 2648, + "FP": 1650, + "IoU": 0.8992947351156306, + "TN": 2235337, + "TP": 38381, + "n_pred": 40031, + "n_ref": 41029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0166.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0166.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9434653991792274, + "FN": 16397, + "FP": 2848, + "IoU": 0.8929810708009877, + "TN": 7530380, + "TP": 160583, + "n_pred": 163431, + "n_ref": 176980 + }, + "10": { + "Dice": 0.8311384657703813, + "FN": 13249, + "FP": 16217, + "IoU": 0.711066658822145, + "TN": 7608226, + "TP": 72516, + "n_pred": 88733, + "n_ref": 85765 + }, + "11": { + "Dice": 0.0, + "FN": 798, + "FP": 1480, + "IoU": 0.0, + "TN": 7707930, + "TP": 0, + "n_pred": 1480, + "n_ref": 798 + }, + "12": { + "Dice": 0.26194690265486725, + "FN": 221, + "FP": 196, + "IoU": 0.15071283095723015, + "TN": 7709717, + "TP": 74, + "n_pred": 270, + "n_ref": 295 + }, + "13": { + "Dice": 0.6579016522681733, + "FN": 20166, + "FP": 21492, + "IoU": 0.49020375696016644, + "TN": 7628493, + "TP": 40057, + "n_pred": 61549, + "n_ref": 60223 + }, + "14": { + "Dice": 0.899295676104296, + "FN": 9009, + "FP": 1786, + "IoU": 0.8170183913891008, + "TN": 7651213, + "TP": 48200, + "n_pred": 49986, + "n_ref": 57209 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 7710208, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9627183126561243, + "FN": 3700, + "FP": 10568, + "IoU": 0.9281165612026924, + "TN": 7511720, + "TP": 184220, + "n_pred": 194788, + "n_ref": 187920 + }, + "3": { + "Dice": 0.9564886888834834, + "FN": 2247, + "FP": 6339, + "IoU": 0.9166059617121711, + "TN": 7607251, + "TP": 94371, + "n_pred": 100710, + "n_ref": 96618 + }, + "4": { + "Dice": 0.8070291230096527, + "FN": 491, + "FP": 6526, + "IoU": 0.6764868603042877, + "TN": 7688518, + "TP": 14673, + "n_pred": 21199, + "n_ref": 15164 + }, + "5": { + "Dice": 0.8600174285035254, + "FN": 2215, + "FP": 1319, + "IoU": 0.754412786657401, + "TN": 7695818, + "TP": 10856, + "n_pred": 12175, + "n_ref": 13071 + }, + "6": { + "Dice": 0.9512371228437133, + "FN": 202010, + "FP": 128102, + "IoU": 0.9070087658165269, + "TN": 4160282, + "TP": 3219814, + "n_pred": 3347916, + "n_ref": 3421824 + }, + "7": { + "Dice": 0.6751243172159775, + "FN": 92507, + "FP": 21628, + "IoU": 0.5095755971589029, + "TN": 7477481, + "TP": 118592, + "n_pred": 140220, + "n_ref": 211099 + }, + "8": { + "Dice": 0.9638197652746557, + "FN": 2139, + "FP": 1064, + "IoU": 0.9301661361356997, + "TN": 7664342, + "TP": 42663, + "n_pred": 43727, + "n_ref": 44802 + }, + "9": { + "Dice": 0.8662481541561493, + "FN": 13191, + "FP": 5196, + "IoU": 0.7640544598288186, + "TN": 7632279, + "TP": 59542, + "n_pred": 64738, + "n_ref": 72733 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0173.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0173.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9494657168299199, + "FN": 134, + "FP": 320, + "IoU": 0.9037931765204492, + "TN": 2448529, + "TP": 4265, + "n_pred": 4585, + "n_ref": 4399 + }, + "10": { + "Dice": 0.8844412394046507, + "FN": 6202, + "FP": 3573, + "IoU": 0.7928235343987113, + "TN": 2406066, + "TP": 37407, + "n_pred": 40980, + "n_ref": 43609 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7625455564900476, + "FN": 825, + "FP": 869, + "IoU": 0.6162211146352514, + "TN": 2448834, + "TP": 2720, + "n_pred": 3589, + "n_ref": 3545 + }, + "13": { + "Dice": 0.8814615736505031, + "FN": 2471, + "FP": 1675, + "IoU": 0.788047645825878, + "TN": 2433687, + "TP": 15415, + "n_pred": 17090, + "n_ref": 17886 + }, + "14": { + "Dice": 0.9163628678607281, + "FN": 1566, + "FP": 1600, + "IoU": 0.8456362749878108, + "TN": 2432738, + "TP": 17344, + "n_pred": 18944, + "n_ref": 18910 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 3736, + "IoU": 0.0, + "TN": 2449512, + "TP": 0, + "n_pred": 3736, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9821328239127992, + "FN": 101, + "FP": 58, + "IoU": 0.9648929123426805, + "TN": 2448719, + "TP": 4370, + "n_pred": 4428, + "n_ref": 4471 + }, + "4": { + "Dice": 0.9524594843170213, + "FN": 559, + "FP": 940, + "IoU": 0.909234029669997, + "TN": 2436733, + "TP": 15016, + "n_pred": 15956, + "n_ref": 15575 + }, + "5": { + "Dice": 0.9107886797873869, + "FN": 774, + "FP": 468, + "IoU": 0.8361909786336059, + "TN": 2445666, + "TP": 6340, + "n_pred": 6808, + "n_ref": 7114 + }, + "6": { + "Dice": 0.957642591900221, + "FN": 6628, + "FP": 5041, + "IoU": 0.9187276690880979, + "TN": 2309669, + "TP": 131910, + "n_pred": 136951, + "n_ref": 138538 + }, + "7": { + "Dice": 0.9548555128364132, + "FN": 2614, + "FP": 3938, + "IoU": 0.9136110122226178, + "TN": 2377405, + "TP": 69291, + "n_pred": 73229, + "n_ref": 71905 + }, + "8": { + "Dice": 0.9319395094151776, + "FN": 589, + "FP": 3376, + "IoU": 0.8725531162611295, + "TN": 2422137, + "TP": 27146, + "n_pred": 30522, + "n_ref": 27735 + }, + "9": { + "Dice": 0.8995780303545906, + "FN": 2183, + "FP": 3719, + "IoU": 0.817484615146736, + "TN": 2420911, + "TP": 26435, + "n_pred": 30154, + "n_ref": 28618 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0188.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0188.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7848659653885307, + "FN": 16, + "FP": 1252, + "IoU": 0.6459089639765428, + "TN": 2624899, + "TP": 2313, + "n_pred": 3565, + "n_ref": 2329 + }, + "10": { + "Dice": 0.8134017159564779, + "FN": 5917, + "FP": 1869, + "IoU": 0.6854903861690095, + "TN": 2603724, + "TP": 16970, + "n_pred": 18839, + "n_ref": 22887 + }, + "11": { + "Dice": 0.5416666666666666, + "FN": 0, + "FP": 242, + "IoU": 0.37142857142857144, + "TN": 2628095, + "TP": 143, + "n_pred": 385, + "n_ref": 143 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6873601908860436, + "FN": 7615, + "FP": 7060, + "IoU": 0.5236472230337261, + "TN": 2597673, + "TP": 16132, + "n_pred": 23192, + "n_ref": 23747 + }, + "14": { + "Dice": 0.9400803446106191, + "FN": 3807, + "FP": 3621, + "IoU": 0.8869354765057765, + "TN": 2562783, + "TP": 58269, + "n_pred": 61890, + "n_ref": 62076 + }, + "15": { + "Dice": 0.8070393104348962, + "FN": 4797, + "FP": 1113, + "IoU": 0.6765011768569709, + "TN": 2610211, + "TP": 12359, + "n_pred": 13472, + "n_ref": 17156 + }, + "2": { + "Dice": 0.9650723025583983, + "FN": 106, + "FP": 51, + "IoU": 0.9325021496130697, + "TN": 2626154, + "TP": 2169, + "n_pred": 2220, + "n_ref": 2275 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 104, + "IoU": 0.0, + "TN": 2628376, + "TP": 0, + "n_pred": 104, + "n_ref": 0 + }, + "5": { + "Dice": 0.6738687573306994, + "FN": 1747, + "FP": 3536, + "IoU": 0.5081463550879807, + "TN": 2617739, + "TP": 5458, + "n_pred": 8994, + "n_ref": 7205 + }, + "6": { + "Dice": 0.9532556964551925, + "FN": 7947, + "FP": 22029, + "IoU": 0.910686299631137, + "TN": 2292854, + "TP": 305650, + "n_pred": 327679, + "n_ref": 313597 + }, + "7": { + "Dice": 0.0, + "FN": 480, + "FP": 31971, + "IoU": 0.0, + "TN": 2596029, + "TP": 0, + "n_pred": 31971, + "n_ref": 480 + }, + "8": { + "Dice": 0.9683370970066785, + "FN": 1438, + "FP": 539, + "IoU": 0.9386177347242921, + "TN": 2596272, + "TP": 30231, + "n_pred": 30770, + "n_ref": 31669 + }, + "9": { + "Dice": 0.908666640447818, + "FN": 5150, + "FP": 1817, + "IoU": 0.832620603497982, + "TN": 2586856, + "TP": 34657, + "n_pred": 36474, + "n_ref": 39807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0190.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0190.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.18509386709118794, + "FN": 41910, + "FP": 65, + "IoU": 0.10198536647982542, + "TN": 3457898, + "TP": 4767, + "n_pred": 4832, + "n_ref": 46677 + }, + "10": { + "Dice": 0.5198812004078195, + "FN": 5452, + "FP": 5379, + "IoU": 0.3512428870919437, + "TN": 3487945, + "TP": 5864, + "n_pred": 11243, + "n_ref": 11316 + }, + "11": { + "Dice": 0.5229235880398672, + "FN": 728, + "FP": 2144, + "IoU": 0.35402609086819614, + "TN": 3500194, + "TP": 1574, + "n_pred": 3718, + "n_ref": 2302 + }, + "12": { + "Dice": 0.5916076670695908, + "FN": 419, + "FP": 1946, + "IoU": 0.42005885237861695, + "TN": 3500562, + "TP": 1713, + "n_pred": 3659, + "n_ref": 2132 + }, + "13": { + "Dice": 0.6319379503823093, + "FN": 7299, + "FP": 6083, + "IoU": 0.4619219943707278, + "TN": 3479770, + "TP": 11488, + "n_pred": 17571, + "n_ref": 18787 + }, + "14": { + "Dice": 0.11096869940636805, + "FN": 78309, + "FP": 765, + "IoU": 0.058743706031496624, + "TN": 3420631, + "TP": 4935, + "n_pred": 5700, + "n_ref": 83244 + }, + "15": { + "Dice": 0.7341405881427897, + "FN": 3684, + "FP": 4769, + "IoU": 0.5799542834426555, + "TN": 3484516, + "TP": 11671, + "n_pred": 16440, + "n_ref": 15355 + }, + "2": { + "Dice": 0.9410245372363323, + "FN": 458, + "FP": 775, + "IoU": 0.8886178861788618, + "TN": 3493570, + "TP": 9837, + "n_pred": 10612, + "n_ref": 10295 + }, + "3": { + "Dice": 0.8909205199768676, + "FN": 4507, + "FP": 17184, + "IoU": 0.8032972713175482, + "TN": 3394367, + "TP": 88582, + "n_pred": 105766, + "n_ref": 93089 + }, + "4": { + "Dice": 0.4903387133439418, + "FN": 1127, + "FP": 25777, + "IoU": 0.3248004818551423, + "TN": 3464794, + "TP": 12942, + "n_pred": 38719, + "n_ref": 14069 + }, + "5": { + "Dice": 0.03186210498824758, + "FN": 3707, + "FP": 0, + "IoU": 0.01618895966029724, + "TN": 3500872, + "TP": 61, + "n_pred": 61, + "n_ref": 3768 + }, + "6": { + "Dice": 0.9346915078323413, + "FN": 6305, + "FP": 41165, + "IoU": 0.8773904598568049, + "TN": 3117476, + "TP": 339694, + "n_pred": 380859, + "n_ref": 345999 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 5799, + "IoU": 0.0, + "TN": 3498841, + "TP": 0, + "n_pred": 5799, + "n_ref": 0 + }, + "8": { + "Dice": 0.9436346973741881, + "FN": 3531, + "FP": 3542, + "IoU": 0.8932844490713499, + "TN": 3438361, + "TP": 59206, + "n_pred": 62748, + "n_ref": 62737 + }, + "9": { + "Dice": 0.79613618746646, + "FN": 3623, + "FP": 6634, + "IoU": 0.6613174839029222, + "TN": 3474355, + "TP": 20028, + "n_pred": 26662, + "n_ref": 23651 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0192.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9334653465346535, + "FN": 225, + "FP": 111, + "IoU": 0.8752320831786112, + "TN": 3151483, + "TP": 2357, + "n_pred": 2468, + "n_ref": 2582 + }, + "10": { + "Dice": 0.8572715128409107, + "FN": 3737, + "FP": 5772, + "IoU": 0.7501970262176221, + "TN": 3116110, + "TP": 28557, + "n_pred": 34329, + "n_ref": 32294 + }, + "11": { + "Dice": 0.7802585193889542, + "FN": 166, + "FP": 21, + "IoU": 0.6396917148362236, + "TN": 3153657, + "TP": 332, + "n_pred": 353, + "n_ref": 498 + }, + "12": { + "Dice": 0.8611840775914326, + "FN": 479, + "FP": 208, + "IoU": 0.7562100780695529, + "TN": 3151358, + "TP": 2131, + "n_pred": 2339, + "n_ref": 2610 + }, + "13": { + "Dice": 0.5631878557874763, + "FN": 11169, + "FP": 6096, + "IoU": 0.39197041732699417, + "TN": 3125781, + "TP": 11130, + "n_pred": 17226, + "n_ref": 22299 + }, + "14": { + "Dice": 0.9610792808557478, + "FN": 3681, + "FP": 456, + "IoU": 0.9250747079597935, + "TN": 3098961, + "TP": 51078, + "n_pred": 51534, + "n_ref": 54759 + }, + "15": { + "Dice": 0.9186726102030708, + "FN": 5079, + "FP": 4773, + "IoU": 0.8495786002198608, + "TN": 3088680, + "TP": 55644, + "n_pred": 60417, + "n_ref": 60723 + }, + "2": { + "Dice": 0.9747822370263379, + "FN": 2018, + "FP": 3115, + "IoU": 0.9508050603795285, + "TN": 3049836, + "TP": 99207, + "n_pred": 102322, + "n_ref": 101225 + }, + "3": { + "Dice": 0.9797015580425719, + "FN": 2149, + "FP": 1181, + "IoU": 0.9602107753521885, + "TN": 3070485, + "TP": 80361, + "n_pred": 81542, + "n_ref": 82510 + }, + "4": { + "Dice": 0.48583253740846866, + "FN": 104, + "FP": 1511, + "IoU": 0.3208578637510513, + "TN": 3151798, + "TP": 763, + "n_pred": 2274, + "n_ref": 867 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9442534480467328, + "FN": 91064, + "FP": 5416, + "IoU": 0.8943940629498076, + "TN": 2240591, + "TP": 817105, + "n_pred": 822521, + "n_ref": 908169 + }, + "7": { + "Dice": 0.509959576618265, + "FN": 14907, + "FP": 58799, + "IoU": 0.34224546436188724, + "TN": 3042119, + "TP": 38351, + "n_pred": 97150, + "n_ref": 53258 + }, + "8": { + "Dice": 0.9623074401835464, + "FN": 251, + "FP": 669, + "IoU": 0.9273531269740998, + "TN": 3141512, + "TP": 11744, + "n_pred": 12413, + "n_ref": 11995 + }, + "9": { + "Dice": 0.8587932245726329, + "FN": 723, + "FP": 4704, + "IoU": 0.7525307797537619, + "TN": 3132246, + "TP": 16503, + "n_pred": 21207, + "n_ref": 17226 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0193.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0193.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9425378854885311, + "FN": 1830, + "FP": 2068, + "IoU": 0.8913207126327822, + "TN": 3118309, + "TP": 31969, + "n_pred": 34037, + "n_ref": 33799 + }, + "11": { + "Dice": 0.8171206225680934, + "FN": 41, + "FP": 6, + "IoU": 0.6907894736842105, + "TN": 3154024, + "TP": 105, + "n_pred": 111, + "n_ref": 146 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7914044964492034, + "FN": 5115, + "FP": 554, + "IoU": 0.6548133714912013, + "TN": 3137753, + "TP": 10754, + "n_pred": 11308, + "n_ref": 15869 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9583333333333334, + "FN": 6, + "FP": 26, + "IoU": 0.92, + "TN": 3153776, + "TP": 368, + "n_pred": 394, + "n_ref": 374 + }, + "3": { + "Dice": 0.8888888888888888, + "FN": 4, + "FP": 0, + "IoU": 0.8, + "TN": 3154156, + "TP": 16, + "n_pred": 16, + "n_ref": 20 + }, + "4": { + "Dice": 0.94773145309626, + "FN": 537, + "FP": 145, + "IoU": 0.9006554989075019, + "TN": 3147311, + "TP": 6183, + "n_pred": 6328, + "n_ref": 6720 + }, + "5": { + "Dice": 0.9048500555349871, + "FN": 213, + "FP": 44, + "IoU": 0.8262339418526031, + "TN": 3152697, + "TP": 1222, + "n_pred": 1266, + "n_ref": 1435 + }, + "6": { + "Dice": 0.974653212074204, + "FN": 5814, + "FP": 4055, + "IoU": 0.9505595799893795, + "TN": 2954562, + "TP": 189745, + "n_pred": 193800, + "n_ref": 195559 + }, + "7": { + "Dice": 0.9560727402047614, + "FN": 2885, + "FP": 3538, + "IoU": 0.9158422976638146, + "TN": 3077855, + "TP": 69898, + "n_pred": 73436, + "n_ref": 72783 + }, + "8": { + "Dice": 0.9403675790030411, + "FN": 344, + "FP": 107, + "IoU": 0.8874469678063389, + "TN": 3150169, + "TP": 3556, + "n_pred": 3663, + "n_ref": 3900 + }, + "9": { + "Dice": 0.7623619147816938, + "FN": 1924, + "FP": 1690, + "IoU": 0.6159812984805015, + "TN": 3144765, + "TP": 5797, + "n_pred": 7487, + "n_ref": 7721 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0199.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0199.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9706148613931639, + "FN": 715, + "FP": 2888, + "IoU": 0.9429073968435063, + "TN": 1513980, + "TP": 59505, + "n_pred": 62393, + "n_ref": 60220 + }, + "10": { + "Dice": 0.9115265143110717, + "FN": 1251, + "FP": 1939, + "IoU": 0.8374356622330938, + "TN": 1557465, + "TP": 16433, + "n_pred": 18372, + "n_ref": 17684 + }, + "11": { + "Dice": 0.8045273784031814, + "FN": 277, + "FP": 362, + "IoU": 0.672978505629478, + "TN": 1575134, + "TP": 1315, + "n_pred": 1677, + "n_ref": 1592 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.789014003175978, + "FN": 1106, + "FP": 4740, + "IoU": 0.6515467604458485, + "TN": 1560311, + "TP": 10931, + "n_pred": 15671, + "n_ref": 12037 + }, + "14": { + "Dice": 0.903920701407498, + "FN": 2439, + "FP": 1254, + "IoU": 0.8246854972703537, + "TN": 1556023, + "TP": 17372, + "n_pred": 18626, + "n_ref": 19811 + }, + "15": { + "Dice": 0.8931803682839008, + "FN": 912, + "FP": 8967, + "IoU": 0.8069791524198433, + "TN": 1525907, + "TP": 41302, + "n_pred": 50269, + "n_ref": 42214 + }, + "2": { + "Dice": 0.9247027741083224, + "FN": 18, + "FP": 39, + "IoU": 0.85995085995086, + "TN": 1576681, + "TP": 350, + "n_pred": 389, + "n_ref": 368 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.930282275085445, + "FN": 7647, + "FP": 2593, + "IoU": 0.8696521086062704, + "TN": 1498529, + "TP": 68319, + "n_pred": 70912, + "n_ref": 75966 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9556743275455509, + "FN": 5059, + "FP": 12216, + "IoU": 0.9151113993965662, + "TN": 1373586, + "TP": 186227, + "n_pred": 198443, + "n_ref": 191286 + }, + "7": { + "Dice": 0.9409970428667893, + "FN": 1893, + "FP": 3175, + "IoU": 0.8885688529275961, + "TN": 1531607, + "TP": 40413, + "n_pred": 43588, + "n_ref": 42306 + }, + "8": { + "Dice": 0.9572772198310219, + "FN": 459, + "FP": 77, + "IoU": 0.9180553432196912, + "TN": 1570547, + "TP": 6005, + "n_pred": 6082, + "n_ref": 6464 + }, + "9": { + "Dice": 0.9637244770694509, + "FN": 361, + "FP": 1675, + "IoU": 0.9299886523847185, + "TN": 1548007, + "TP": 27045, + "n_pred": 28720, + "n_ref": 27406 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0215.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0215.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9505052274983938, + "FN": 627, + "FP": 3610, + "IoU": 0.9056788584403731, + "TN": 1532167, + "TP": 40684, + "n_pred": 44294, + "n_ref": 41311 + }, + "10": { + "Dice": 0.8714370623045714, + "FN": 2875, + "FP": 2100, + "IoU": 0.7721652317274226, + "TN": 1555252, + "TP": 16861, + "n_pred": 18961, + "n_ref": 19736 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8225538359250915, + "FN": 2351, + "FP": 7257, + "IoU": 0.6985914609279418, + "TN": 1545211, + "TP": 22269, + "n_pred": 29526, + "n_ref": 24620 + }, + "14": { + "Dice": 0.8021622172926388, + "FN": 1515, + "FP": 6244, + "IoU": 0.6696751670994934, + "TN": 1553599, + "TP": 15730, + "n_pred": 21974, + "n_ref": 17245 + }, + "15": { + "Dice": 0.9780804947614063, + "FN": 3822, + "FP": 5308, + "IoU": 0.9571013076348396, + "TN": 1364261, + "TP": 203697, + "n_pred": 209005, + "n_ref": 207519 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.941641228227689, + "FN": 168, + "FP": 157, + "IoU": 0.8897183576518494, + "TN": 1574141, + "TP": 2622, + "n_pred": 2779, + "n_ref": 2790 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8824855925833125, + "FN": 340, + "FP": 129, + "IoU": 0.7896860986547085, + "TN": 1574858, + "TP": 1761, + "n_pred": 1890, + "n_ref": 2101 + }, + "6": { + "Dice": 0.9570024832257743, + "FN": 2053, + "FP": 3990, + "IoU": 0.9175501071043619, + "TN": 1503795, + "TP": 67250, + "n_pred": 71240, + "n_ref": 69303 + }, + "7": { + "Dice": 0.9603652054280533, + "FN": 8171, + "FP": 4505, + "IoU": 0.923752466195082, + "TN": 1410840, + "TP": 153572, + "n_pred": 158077, + "n_ref": 161743 + }, + "8": { + "Dice": 0.962282483879516, + "FN": 195, + "FP": 1513, + "IoU": 0.9273067756213824, + "TN": 1553592, + "TP": 21788, + "n_pred": 23301, + "n_ref": 21983 + }, + "9": { + "Dice": 0.968443538207593, + "FN": 662, + "FP": 313, + "IoU": 0.9388177710843374, + "TN": 1561152, + "TP": 14961, + "n_pred": 15274, + "n_ref": 15623 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0230.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0230.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7933884297520661, + "FN": 19, + "FP": 6, + "IoU": 0.6575342465753424, + "TN": 2277943, + "TP": 48, + "n_pred": 54, + "n_ref": 67 + }, + "10": { + "Dice": 0.8866157661185069, + "FN": 5042, + "FP": 1908, + "IoU": 0.7963250593441373, + "TN": 2243893, + "TP": 27173, + "n_pred": 29081, + "n_ref": 32215 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 15, + "FP": 0, + "IoU": 0.0, + "TN": 2278001, + "TP": 0, + "n_pred": 0, + "n_ref": 15 + }, + "13": { + "Dice": 0.8360817046688382, + "FN": 4824, + "FP": 4838, + "IoU": 0.7183336734396408, + "TN": 2243713, + "TP": 24641, + "n_pred": 29479, + "n_ref": 29465 + }, + "14": { + "Dice": 0.8369523954141674, + "FN": 4325, + "FP": 4265, + "IoU": 0.7196200672389594, + "TN": 2247379, + "TP": 22047, + "n_pred": 26312, + "n_ref": 26372 + }, + "15": { + "Dice": 0.7910055393859732, + "FN": 959, + "FP": 12397, + "IoU": 0.6542672982837617, + "TN": 2239385, + "TP": 25275, + "n_pred": 37672, + "n_ref": 26234 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9431452478009011, + "FN": 141, + "FP": 124, + "IoU": 0.8924076329679252, + "TN": 2275553, + "TP": 2198, + "n_pred": 2322, + "n_ref": 2339 + }, + "4": { + "Dice": 0.91425464279739, + "FN": 313, + "FP": 1737, + "IoU": 0.8420525464211418, + "TN": 2265037, + "TP": 10929, + "n_pred": 12666, + "n_ref": 11242 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9714795108641934, + "FN": 2068, + "FP": 13225, + "IoU": 0.9445407467579564, + "TN": 2002264, + "TP": 260459, + "n_pred": 273684, + "n_ref": 262527 + }, + "7": { + "Dice": 0.9752461964264272, + "FN": 21380, + "FP": 12016, + "IoU": 0.9516882913978946, + "TN": 1586755, + "TP": 657865, + "n_pred": 669881, + "n_ref": 679245 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8623965675758505, + "FN": 387, + "FP": 62, + "IoU": 0.7580818965517241, + "TN": 2276160, + "TP": 1407, + "n_pred": 1469, + "n_ref": 1794 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0272.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0272.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7936046511627907, + "FN": 22, + "FP": 120, + "IoU": 0.6578313253012048, + "TN": 2452833, + "TP": 273, + "n_pred": 393, + "n_ref": 295 + }, + "10": { + "Dice": 0.8786808009422851, + "FN": 2673, + "FP": 3919, + "IoU": 0.7836134453781513, + "TN": 2422784, + "TP": 23872, + "n_pred": 27791, + "n_ref": 26545 + }, + "11": { + "Dice": 0.2857142857142857, + "FN": 89, + "FP": 6, + "IoU": 0.16666666666666666, + "TN": 2453134, + "TP": 19, + "n_pred": 25, + "n_ref": 108 + }, + "12": { + "Dice": 0.8264840182648402, + "FN": 72, + "FP": 80, + "IoU": 0.7042801556420234, + "TN": 2452734, + "TP": 362, + "n_pred": 442, + "n_ref": 434 + }, + "13": { + "Dice": 0.9178914967295113, + "FN": 6777, + "FP": 3893, + "IoU": 0.848243493101977, + "TN": 2382938, + "TP": 59640, + "n_pred": 63533, + "n_ref": 66417 + }, + "14": { + "Dice": 0.9025994098637066, + "FN": 5925, + "FP": 1007, + "IoU": 0.8224885406263605, + "TN": 2414197, + "TP": 32119, + "n_pred": 33126, + "n_ref": 38044 + }, + "15": { + "Dice": 0.9400493074903289, + "FN": 678, + "FP": 2313, + "IoU": 0.886880223894709, + "TN": 2426807, + "TP": 23450, + "n_pred": 25763, + "n_ref": 24128 + }, + "2": { + "Dice": 0.9663621864578802, + "FN": 251, + "FP": 213, + "IoU": 0.9349137326413242, + "TN": 2446119, + "TP": 6665, + "n_pred": 6878, + "n_ref": 6916 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8671713695801789, + "FN": 96, + "FP": 97, + "IoU": 0.7654921020656136, + "TN": 2452425, + "TP": 630, + "n_pred": 727, + "n_ref": 726 + }, + "5": { + "Dice": 0.7878002419215483, + "FN": 229, + "FP": 2227, + "IoU": 0.6498930862437634, + "TN": 2446233, + "TP": 4559, + "n_pred": 6786, + "n_ref": 4788 + }, + "6": { + "Dice": 0.9565538296373335, + "FN": 569, + "FP": 726, + "IoU": 0.9167256125008038, + "TN": 2437697, + "TP": 14256, + "n_pred": 14982, + "n_ref": 14825 + }, + "7": { + "Dice": 0.8189964654340613, + "FN": 732, + "FP": 71115, + "IoU": 0.6934750332775863, + "TN": 2218856, + "TP": 162545, + "n_pred": 233660, + "n_ref": 163277 + }, + "8": { + "Dice": 0.9594666040063443, + "FN": 2222, + "FP": 1918, + "IoU": 0.9220911195167392, + "TN": 2400109, + "TP": 48999, + "n_pred": 50917, + "n_ref": 51221 + }, + "9": { + "Dice": 0.9314776112766241, + "FN": 401, + "FP": 1140, + "IoU": 0.8717436537661257, + "TN": 2441233, + "TP": 10474, + "n_pred": 11614, + "n_ref": 10875 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0348.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0348.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9740642606772275, + "FN": 5131, + "FP": 2690, + "IoU": 0.9494398365732091, + "TN": 7205057, + "TP": 146866, + "n_pred": 149556, + "n_ref": 151997 + }, + "10": { + "Dice": 0.910597654329658, + "FN": 2033, + "FP": 3059, + "IoU": 0.8358690046415678, + "TN": 7328720, + "TP": 25932, + "n_pred": 28991, + "n_ref": 27965 + }, + "11": { + "Dice": 0.6138177814478393, + "FN": 909, + "FP": 494, + "IoU": 0.44281175536139794, + "TN": 7357226, + "TP": 1115, + "n_pred": 1609, + "n_ref": 2024 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 7359744, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8285032019971779, + "FN": 1505, + "FP": 4815, + "IoU": 0.7072176410636524, + "TN": 7338158, + "TP": 15266, + "n_pred": 20081, + "n_ref": 16771 + }, + "14": { + "Dice": 0.029117417557383833, + "FN": 4751, + "FP": 551422, + "IoU": 0.01477379617475594, + "TN": 6795231, + "TP": 8340, + "n_pred": 559762, + "n_ref": 13091 + }, + "15": { + "Dice": 0.15909995038463084, + "FN": 953, + "FP": 187174, + "IoU": 0.08642508886773762, + "TN": 7153820, + "TP": 17797, + "n_pred": 204971, + "n_ref": 18750 + }, + "2": { + "Dice": 0.9631636024312124, + "FN": 2022, + "FP": 5281, + "IoU": 0.9289446287665768, + "TN": 7256965, + "TP": 95476, + "n_pred": 100757, + "n_ref": 97498 + }, + "3": { + "Dice": 0.895353946485974, + "FN": 4000, + "FP": 525, + "IoU": 0.8105346899468241, + "TN": 7335861, + "TP": 19358, + "n_pred": 19883, + "n_ref": 23358 + }, + "4": { + "Dice": 0.8875903679947817, + "FN": 806, + "FP": 3330, + "IoU": 0.797898851698021, + "TN": 7339279, + "TP": 16329, + "n_pred": 19659, + "n_ref": 17135 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 7359744, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.5666847377035995, + "FN": 6563, + "FP": 408264, + "IoU": 0.3953664295708955, + "TN": 6673664, + "TP": 271253, + "n_pred": 679517, + "n_ref": 277816 + }, + "7": { + "Dice": 0.9651532328507443, + "FN": 8626, + "FP": 13874, + "IoU": 0.9326532811321433, + "TN": 7025652, + "TP": 311592, + "n_pred": 325466, + "n_ref": 320218 + }, + "8": { + "Dice": 0.9416777629826898, + "FN": 185, + "FP": 34, + "IoU": 0.8897835933568193, + "TN": 7357757, + "TP": 1768, + "n_pred": 1802, + "n_ref": 1953 + }, + "9": { + "Dice": 0.7891280554542138, + "FN": 2508, + "FP": 4428, + "IoU": 0.6517023199758963, + "TN": 7339830, + "TP": 12978, + "n_pred": 17406, + "n_ref": 15486 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0350.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0350.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9755954949812755, + "FN": 894, + "FP": 4365, + "IoU": 0.952353772559252, + "TN": 3394264, + "TP": 105117, + "n_pred": 109482, + "n_ref": 106011 + }, + "10": { + "Dice": 0.8994896364961983, + "FN": 2143, + "FP": 3647, + "IoU": 0.817338633352262, + "TN": 3472942, + "TP": 25908, + "n_pred": 29555, + "n_ref": 28051 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3504640, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5230511316010059, + "FN": 384, + "FP": 185, + "IoU": 0.35414301929625425, + "TN": 3503759, + "TP": 312, + "n_pred": 497, + "n_ref": 696 + }, + "13": { + "Dice": 0.8019824956902267, + "FN": 10398, + "FP": 1548, + "IoU": 0.6694246893765393, + "TN": 3468503, + "TP": 24191, + "n_pred": 25739, + "n_ref": 34589 + }, + "14": { + "Dice": 0.9427065393246699, + "FN": 2130, + "FP": 3359, + "IoU": 0.8916224060655122, + "TN": 3453993, + "TP": 45158, + "n_pred": 48517, + "n_ref": 47288 + }, + "15": { + "Dice": 0.009895769963904774, + "FN": 24413, + "FP": 0, + "IoU": 0.004972488282046056, + "TN": 3480105, + "TP": 122, + "n_pred": 122, + "n_ref": 24535 + }, + "2": { + "Dice": 0.6848960791346536, + "FN": 97327, + "FP": 2825, + "IoU": 0.5207923634536712, + "TN": 3295645, + "TP": 108843, + "n_pred": 111668, + "n_ref": 206170 + }, + "3": { + "Dice": 0.5969586794405669, + "FN": 140433, + "FP": 11437, + "IoU": 0.4254747673450859, + "TN": 3240300, + "TP": 112470, + "n_pred": 123907, + "n_ref": 252903 + }, + "4": { + "Dice": 0.8782248074540852, + "FN": 925, + "FP": 1336, + "IoU": 0.7828884194353755, + "TN": 3494226, + "TP": 8153, + "n_pred": 9489, + "n_ref": 9078 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3504640, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9705802897241377, + "FN": 3839, + "FP": 9447, + "IoU": 0.9428421469257111, + "TN": 3272196, + "TP": 219158, + "n_pred": 228605, + "n_ref": 222997 + }, + "7": { + "Dice": 0.884492940850789, + "FN": 5014, + "FP": 5000, + "IoU": 0.7929066280632819, + "TN": 3456285, + "TP": 38341, + "n_pred": 43341, + "n_ref": 43355 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3504640, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9298085688240656, + "FN": 644, + "FP": 203, + "IoU": 0.868824531516184, + "TN": 3498183, + "TP": 5610, + "n_pred": 5813, + "n_ref": 6254 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0351.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0351.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9785804889298892, + "FN": 459, + "FP": 1027, + "IoU": 0.9580593265784201, + "TN": 7850009, + "TP": 33945, + "n_pred": 34972, + "n_ref": 34404 + }, + "10": { + "Dice": 0.728720969267861, + "FN": 1928, + "FP": 6961, + "IoU": 0.5732187439984636, + "TN": 7864612, + "TP": 11939, + "n_pred": 18900, + "n_ref": 13867 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 7885440, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 7885440, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8543117127036042, + "FN": 7248, + "FP": 1750, + "IoU": 0.7456755228942905, + "TN": 7850060, + "TP": 26382, + "n_pred": 28132, + "n_ref": 33630 + }, + "14": { + "Dice": 0.005556535544187688, + "FN": 5, + "FP": 22545, + "IoU": 0.0027860080484676955, + "TN": 7862827, + "TP": 63, + "n_pred": 22608, + "n_ref": 68 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 177, + "IoU": 0.0, + "TN": 7885263, + "TP": 0, + "n_pred": 177, + "n_ref": 0 + }, + "2": { + "Dice": 0.9771494420866241, + "FN": 2146, + "FP": 1919, + "IoU": 0.9553198505165971, + "TN": 7794460, + "TP": 86915, + "n_pred": 88834, + "n_ref": 89061 + }, + "3": { + "Dice": 0.7741935483870968, + "FN": 0, + "FP": 7, + "IoU": 0.631578947368421, + "TN": 7885421, + "TP": 12, + "n_pred": 19, + "n_ref": 12 + }, + "4": { + "Dice": 0.782015065913371, + "FN": 19048, + "FP": 2250, + "IoU": 0.6420564360262853, + "TN": 7825939, + "TP": 38203, + "n_pred": 40453, + "n_ref": 57251 + }, + "5": { + "Dice": 0.5896414342629482, + "FN": 1, + "FP": 102, + "IoU": 0.4180790960451977, + "TN": 7885263, + "TP": 74, + "n_pred": 176, + "n_ref": 75 + }, + "6": { + "Dice": 0.9445894772994994, + "FN": 42687, + "FP": 51532, + "IoU": 0.8949972138638137, + "TN": 6988140, + "TP": 803081, + "n_pred": 854613, + "n_ref": 845768 + }, + "7": { + "Dice": 0.8961572543072734, + "FN": 7462, + "FP": 83476, + "IoU": 0.8118522840360579, + "TN": 7402107, + "TP": 392395, + "n_pred": 475871, + "n_ref": 399857 + }, + "8": { + "Dice": 0.8184615384615385, + "FN": 42, + "FP": 17, + "IoU": 0.6927083333333334, + "TN": 7885248, + "TP": 133, + "n_pred": 150, + "n_ref": 175 + }, + "9": { + "Dice": 0.8793273758930418, + "FN": 6555, + "FP": 3951, + "IoU": 0.7846425057395867, + "TN": 7836656, + "TP": 38278, + "n_pred": 42229, + "n_ref": 44833 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0362.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0362.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9763562245217937, + "FN": 230, + "FP": 147, + "IoU": 0.9538046807989217, + "TN": 1393695, + "TP": 7784, + "n_pred": 7931, + "n_ref": 8014 + }, + "10": { + "Dice": 0.89520624303233, + "FN": 144, + "FP": 420, + "IoU": 0.8102926337033299, + "TN": 1398883, + "TP": 2409, + "n_pred": 2829, + "n_ref": 2553 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9092322802422655, + "FN": 1718, + "FP": 500, + "IoU": 0.8335709461994447, + "TN": 1388529, + "TP": 11109, + "n_pred": 11609, + "n_ref": 12827 + }, + "14": { + "Dice": 0.9298224824022943, + "FN": 2164, + "FP": 797, + "IoU": 0.8688488284537361, + "TN": 1379279, + "TP": 19616, + "n_pred": 20413, + "n_ref": 21780 + }, + "15": { + "Dice": 0.954908558327869, + "FN": 6927, + "FP": 2494, + "IoU": 0.9137081409833663, + "TN": 1292680, + "TP": 99755, + "n_pred": 102249, + "n_ref": 106682 + }, + "2": { + "Dice": 0.9805230940456316, + "FN": 261, + "FP": 124, + "IoU": 0.9617903930131004, + "TN": 1391780, + "TP": 9691, + "n_pred": 9815, + "n_ref": 9952 + }, + "3": { + "Dice": 0.9775151396757179, + "FN": 1991, + "FP": 2613, + "IoU": 0.956019181903288, + "TN": 1297174, + "TP": 100078, + "n_pred": 102691, + "n_ref": 102069 + }, + "4": { + "Dice": 0.9490471456672095, + "FN": 486, + "FP": 1923, + "IoU": 0.9030349380132023, + "TN": 1377012, + "TP": 22435, + "n_pred": 24358, + "n_ref": 22921 + }, + "5": { + "Dice": 0.684931506849315, + "FN": 18, + "FP": 5, + "IoU": 0.5208333333333334, + "TN": 1401808, + "TP": 25, + "n_pred": 30, + "n_ref": 43 + }, + "6": { + "Dice": 0.9594842611937714, + "FN": 5232, + "FP": 1788, + "IoU": 0.9221237367294188, + "TN": 1311713, + "TP": 83123, + "n_pred": 84911, + "n_ref": 88355 + }, + "7": { + "Dice": 0.9798763321510892, + "FN": 2385, + "FP": 2347, + "IoU": 0.9605466111940236, + "TN": 1281917, + "TP": 115207, + "n_pred": 117554, + "n_ref": 117592 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8798007246376811, + "FN": 1421, + "FP": 1233, + "IoU": 0.7853966200371958, + "TN": 1389489, + "TP": 9713, + "n_pred": 10946, + "n_ref": 11134 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0387.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0387.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9443747937974266, + "FN": 916, + "FP": 3299, + "IoU": 0.8946118264783098, + "TN": 2763717, + "TP": 35780, + "n_pred": 39079, + "n_ref": 36696 + }, + "10": { + "Dice": 0.12206778834430626, + "FN": 11875, + "FP": 24129, + "IoU": 0.0650011686186927, + "TN": 2765205, + "TP": 2503, + "n_pred": 26632, + "n_ref": 14378 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.48328941168257733, + "FN": 8843, + "FP": 20764, + "IoU": 0.31864313165949415, + "TN": 2760259, + "TP": 13846, + "n_pred": 34610, + "n_ref": 22689 + }, + "14": { + "Dice": 0.9339162831843352, + "FN": 4876, + "FP": 2893, + "IoU": 0.8760252768646475, + "TN": 2741046, + "TP": 54897, + "n_pred": 57790, + "n_ref": 59773 + }, + "15": { + "Dice": 0.9202310638021678, + "FN": 2100, + "FP": 1587, + "IoU": 0.8522481365712912, + "TN": 2778758, + "TP": 21267, + "n_pred": 22854, + "n_ref": 23367 + }, + "2": { + "Dice": 0.9777553083923155, + "FN": 2324, + "FP": 756, + "IoU": 0.9564787339268052, + "TN": 2732942, + "TP": 67690, + "n_pred": 68446, + "n_ref": 70014 + }, + "3": { + "Dice": 0.9619057613600588, + "FN": 74, + "FP": 289, + "IoU": 0.92660735948241, + "TN": 2798766, + "TP": 4583, + "n_pred": 4872, + "n_ref": 4657 + }, + "4": { + "Dice": 0.901139679025514, + "FN": 17901, + "FP": 4158, + "IoU": 0.8200675389082841, + "TN": 2681116, + "TP": 100537, + "n_pred": 104695, + "n_ref": 118438 + }, + "5": { + "Dice": 0.7664649341402634, + "FN": 1708, + "FP": 916, + "IoU": 0.6213564213564213, + "TN": 2796782, + "TP": 4306, + "n_pred": 5222, + "n_ref": 6014 + }, + "6": { + "Dice": 0.9582883081717921, + "FN": 20484, + "FP": 23173, + "IoU": 0.9199170132092812, + "TN": 2258565, + "TP": 501490, + "n_pred": 524663, + "n_ref": 521974 + }, + "7": { + "Dice": 0.7954072006228475, + "FN": 5029, + "FP": 24140, + "IoU": 0.6603120996855713, + "TN": 2717842, + "TP": 56701, + "n_pred": 80841, + "n_ref": 61730 + }, + "8": { + "Dice": 0.9077426153798469, + "FN": 7647, + "FP": 4259, + "IoU": 0.8310702478752536, + "TN": 2733233, + "TP": 58573, + "n_pred": 62832, + "n_ref": 66220 + }, + "9": { + "Dice": 0.7076576001362108, + "FN": 5380, + "FP": 8356, + "IoU": 0.5475774842725866, + "TN": 2773351, + "TP": 16625, + "n_pred": 24981, + "n_ref": 22005 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0388.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0388.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": 0.8021645118810757, + "FN": 5777.097777777777, + "FP": 6087.837777777778, + "IoU": 0.717421144874501, + "TN": 3052798.482222222, + "TP": 48625.11555555555, + "n_pred": 54712.95333333333, + "n_ref": 54402.21333333334 + }, + "mean": { + "1": { + "Dice": 0.8551552767468324, + "FN": 3577.4666666666667, + "FP": 5867.833333333333, + "IoU": 0.8050662562546621, + "TN": 3024711.6333333333, + "TP": 79131.6, + "n_pred": 84999.43333333333, + "n_ref": 82709.06666666667 + }, + "10": { + "Dice": 0.8323527862588049, + "FN": 4537.833333333333, + "FP": 5817.933333333333, + "IoU": 0.729695743023588, + "TN": 3073802.966666667, + "TP": 29129.8, + "n_pred": 34947.73333333333, + "n_ref": 33667.63333333333 + }, + "11": { + "Dice": 0.6055957782237983, + "FN": 189.46666666666667, + "FP": 127.76666666666667, + "IoU": 0.4691640439873092, + "TN": 3112591.7333333334, + "TP": 379.56666666666666, + "n_pred": 507.3333333333333, + "n_ref": 569.0333333333333 + }, + "12": { + "Dice": 0.5392012013011876, + "FN": 344.4, + "FP": 214.13333333333333, + "IoU": 0.41470657761081753, + "TN": 3112090.1333333333, + "TP": 639.8666666666667, + "n_pred": 854.0, + "n_ref": 984.2666666666667 + }, + "13": { + "Dice": 0.7800903322377761, + "FN": 4991.5, + "FP": 4497.066666666667, + "IoU": 0.6705164111313261, + "TN": 3084914.966666667, + "TP": 18885.0, + "n_pred": 23382.066666666666, + "n_ref": 23876.5 + }, + "14": { + "Dice": 0.8475099173215302, + "FN": 10696.1, + "FP": 2303.2, + "IoU": 0.7725927190437173, + "TN": 3047216.3666666667, + "TP": 53072.86666666667, + "n_pred": 55376.066666666666, + "n_ref": 63768.96666666667 + }, + "15": { + "Dice": 0.7011072360229144, + "FN": 4456.133333333333, + "FP": 7449.533333333334, + "IoU": 0.5923887061191905, + "TN": 3078418.933333333, + "TP": 22963.933333333334, + "n_pred": 30413.466666666667, + "n_ref": 27420.066666666666 + }, + "2": { + "Dice": 0.9301867647011951, + "FN": 5101.4, + "FP": 2800.4666666666667, + "IoU": 0.8812934373067844, + "TN": 3049488.5, + "TP": 55898.166666666664, + "n_pred": 58698.63333333333, + "n_ref": 60999.566666666666 + }, + "3": { + "Dice": 0.949159597200374, + "FN": 2869.1, + "FP": 3802.6, + "IoU": 0.9062144858134157, + "TN": 3052802.3, + "TP": 53814.53333333333, + "n_pred": 57617.13333333333, + "n_ref": 56683.63333333333 + }, + "4": { + "Dice": 0.7347905382082179, + "FN": 1106.1, + "FP": 2620.733333333333, + "IoU": 0.6426063087963678, + "TN": 3100866.4, + "TP": 8695.3, + "n_pred": 11316.033333333333, + "n_ref": 9801.4 + }, + "5": { + "Dice": 0.7522027201848516, + "FN": 868.2666666666667, + "FP": 892.3, + "IoU": 0.6313332783988164, + "TN": 3108297.8333333335, + "TP": 3230.133333333333, + "n_pred": 4122.433333333333, + "n_ref": 4098.4 + }, + "6": { + "Dice": 0.9333525220727126, + "FN": 29642.866666666665, + "FP": 28530.233333333334, + "IoU": 0.8822262624596416, + "TN": 2814208.533333333, + "TP": 240906.9, + "n_pred": 269437.13333333336, + "n_ref": 270549.76666666666 + }, + "7": { + "Dice": 0.816626181057263, + "FN": 14911.133333333333, + "FP": 22584.266666666666, + "IoU": 0.7394544811266002, + "TN": 2952774.6666666665, + "TP": 123018.46666666666, + "n_pred": 145602.73333333334, + "n_ref": 137929.6 + }, + "8": { + "Dice": 0.8752423119692295, + "FN": 1333.6666666666667, + "FP": 1296.5666666666666, + "IoU": 0.8266854826799751, + "TN": 3090367.433333333, + "TP": 20290.866666666665, + "n_pred": 21587.433333333334, + "n_ref": 21624.533333333333 + }, + "9": { + "Dice": 0.8798945147094506, + "FN": 2031.0333333333333, + "FP": 2512.9333333333334, + "IoU": 0.7973729793653054, + "TN": 3089424.8333333335, + "TP": 19319.733333333334, + "n_pred": 21832.666666666668, + "n_ref": 21350.766666666666 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9774720457386482, + "FN": 7668, + "FP": 1505, + "IoU": 0.9559367464381443, + "TN": 2595534, + "TP": 199005, + "n_pred": 200510, + "n_ref": 206673 + }, + "10": { + "Dice": 0.9037199467460255, + "FN": 3157, + "FP": 2990, + "IoU": 0.8243513544405074, + "TN": 2768716, + "TP": 28849, + "n_pred": 31839, + "n_ref": 32006 + }, + "11": { + "Dice": 0.8085106382978723, + "FN": 119, + "FP": 142, + "IoU": 0.6785714285714286, + "TN": 2802900, + "TP": 551, + "n_pred": 693, + "n_ref": 670 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8710705453432934, + "FN": 2250, + "FP": 2807, + "IoU": 0.7715898825654923, + "TN": 2781572, + "TP": 17083, + "n_pred": 19890, + "n_ref": 19333 + }, + "14": { + "Dice": 0.9028575777177429, + "FN": 2350, + "FP": 2756, + "IoU": 0.8229173891933135, + "TN": 2774878, + "TP": 23728, + "n_pred": 26484, + "n_ref": 26078 + }, + "15": { + "Dice": 0.7610494639834493, + "FN": 12909, + "FP": 2337, + "IoU": 0.61426944971537, + "TN": 2764187, + "TP": 24279, + "n_pred": 26616, + "n_ref": 37188 + }, + "2": { + "Dice": 0.9387194284143996, + "FN": 45, + "FP": 178, + "IoU": 0.8845157949249094, + "TN": 2801781, + "TP": 1708, + "n_pred": 1886, + "n_ref": 1753 + }, + "3": { + "Dice": 0.9404566552580993, + "FN": 1135, + "FP": 1405, + "IoU": 0.8876056462675339, + "TN": 2781113, + "TP": 20059, + "n_pred": 21464, + "n_ref": 21194 + }, + "4": { + "Dice": 0.64767967833808, + "FN": 1837, + "FP": 266, + "IoU": 0.4789395441030723, + "TN": 2799676, + "TP": 1933, + "n_pred": 2199, + "n_ref": 3770 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8865418504807749, + "FN": 4548, + "FP": 5045, + "IoU": 0.7962058123725357, + "TN": 2756640, + "TP": 37479, + "n_pred": 42524, + "n_ref": 42027 + }, + "7": { + "Dice": 0.6763005780346821, + "FN": 503, + "FP": 1065, + "IoU": 0.5109170305676856, + "TN": 2800506, + "TP": 1638, + "n_pred": 2703, + "n_ref": 2141 + }, + "8": { + "Dice": 0.0, + "FN": 7160, + "FP": 0, + "IoU": 0.0, + "TN": 2796552, + "TP": 0, + "n_pred": 0, + "n_ref": 7160 + }, + "9": { + "Dice": 0.8995684417815394, + "FN": 1610, + "FP": 787, + "IoU": 0.8174687785561986, + "TN": 2790580, + "TP": 10735, + "n_pred": 11522, + "n_ref": 12345 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0007.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0007.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9700529999227936, + "FN": 19225, + "FP": 7151, + "IoU": 0.9418474929778687, + "TN": 3401538, + "TP": 427190, + "n_pred": 434341, + "n_ref": 446415 + }, + "10": { + "Dice": 0.3052360774818402, + "FN": 1034, + "FP": 8148, + "IoU": 0.18010536655058487, + "TN": 3843905, + "TP": 2017, + "n_pred": 10165, + "n_ref": 3051 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3855104, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.42399250234301783, + "FN": 2623, + "FP": 450, + "IoU": 0.2690294957183635, + "TN": 3850900, + "TP": 1131, + "n_pred": 1581, + "n_ref": 3754 + }, + "13": { + "Dice": 0.7565193432845497, + "FN": 9392, + "FP": 5631, + "IoU": 0.6083885094624889, + "TN": 3816742, + "TP": 23339, + "n_pred": 28970, + "n_ref": 32731 + }, + "14": { + "Dice": 0.8954759901985883, + "FN": 17357, + "FP": 5507, + "IoU": 0.8107347438826529, + "TN": 3734300, + "TP": 97940, + "n_pred": 103447, + "n_ref": 115297 + }, + "15": { + "Dice": 0.6980631467232687, + "FN": 2082, + "FP": 194, + "IoU": 0.5361728143468515, + "TN": 3850197, + "TP": 2631, + "n_pred": 2825, + "n_ref": 4713 + }, + "2": { + "Dice": 0.9471628565500237, + "FN": 4900, + "FP": 8087, + "IoU": 0.8996290285184326, + "TN": 3725714, + "TP": 116403, + "n_pred": 124490, + "n_ref": 121303 + }, + "3": { + "Dice": 0.9367681690325113, + "FN": 13095, + "FP": 2371, + "IoU": 0.8810573026017273, + "TN": 3725075, + "TP": 114563, + "n_pred": 116934, + "n_ref": 127658 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3855104, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8477928974444076, + "FN": 1223, + "FP": 1070, + "IoU": 0.7357990551906902, + "TN": 3846425, + "TP": 6386, + "n_pred": 7456, + "n_ref": 7609 + }, + "6": { + "Dice": 0.9450651584702051, + "FN": 22807, + "FP": 18804, + "IoU": 0.8958516879580313, + "TN": 3455568, + "TP": 357925, + "n_pred": 376729, + "n_ref": 380732 + }, + "7": { + "Dice": 0.7867446441839028, + "FN": 45206, + "FP": 23967, + "IoU": 0.6484575900797885, + "TN": 3658334, + "TP": 127597, + "n_pred": 151564, + "n_ref": 172803 + }, + "8": { + "Dice": 0.91676680113295, + "FN": 4190, + "FP": 3568, + "IoU": 0.8463245052790048, + "TN": 3804621, + "TP": 42725, + "n_pred": 46293, + "n_ref": 46915 + }, + "9": { + "Dice": 0.8791802336717104, + "FN": 1908, + "FP": 4400, + "IoU": 0.7844082162753341, + "TN": 3825845, + "TP": 22951, + "n_pred": 27351, + "n_ref": 24859 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0021.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0021.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7522715583747642, + "FN": 976, + "FP": 469, + "IoU": 0.6029128881560868, + "TN": 1923913, + "TP": 2194, + "n_pred": 2663, + "n_ref": 3170 + }, + "10": { + "Dice": 0.8381509940236614, + "FN": 10002, + "FP": 5922, + "IoU": 0.7213940793617468, + "TN": 1870396, + "TP": 41232, + "n_pred": 47154, + "n_ref": 51234 + }, + "11": { + "Dice": 0.7412587412587412, + "FN": 45, + "FP": 251, + "IoU": 0.5888888888888889, + "TN": 1926832, + "TP": 424, + "n_pred": 675, + "n_ref": 469 + }, + "12": { + "Dice": 0.3528468323977546, + "FN": 373, + "FP": 1241, + "IoU": 0.21421616358325218, + "TN": 1925498, + "TP": 440, + "n_pred": 1681, + "n_ref": 813 + }, + "13": { + "Dice": 0.7106693538536705, + "FN": 10606, + "FP": 8344, + "IoU": 0.5511924780332994, + "TN": 1885329, + "TP": 23273, + "n_pred": 31617, + "n_ref": 33879 + }, + "14": { + "Dice": 0.9434168855905622, + "FN": 7639, + "FP": 7244, + "IoU": 0.892894153545007, + "TN": 1788596, + "TP": 124073, + "n_pred": 131317, + "n_ref": 131712 + }, + "15": { + "Dice": 0.9170900163858365, + "FN": 4149, + "FP": 9968, + "IoU": 0.8468755762368075, + "TN": 1835359, + "TP": 78076, + "n_pred": 88044, + "n_ref": 82225 + }, + "2": { + "Dice": 0.9619338279424346, + "FN": 689, + "FP": 2292, + "IoU": 0.9266594498843674, + "TN": 1886906, + "TP": 37665, + "n_pred": 39957, + "n_ref": 38354 + }, + "3": { + "Dice": 0.958975698980925, + "FN": 502, + "FP": 440, + "IoU": 0.9211847389558233, + "TN": 1915600, + "TP": 11010, + "n_pred": 11450, + "n_ref": 11512 + }, + "4": { + "Dice": 0.8835054142533367, + "FN": 1066, + "FP": 1247, + "IoU": 0.7913208228076507, + "TN": 1916468, + "TP": 8771, + "n_pred": 10018, + "n_ref": 9837 + }, + "5": { + "Dice": 0.5599691477053605, + "FN": 1020, + "FP": 121, + "IoU": 0.38885913229780394, + "TN": 1925685, + "TP": 726, + "n_pred": 847, + "n_ref": 1746 + }, + "6": { + "Dice": 0.9464478859113978, + "FN": 14604, + "FP": 9211, + "IoU": 0.8983398858538126, + "TN": 1693291, + "TP": 210446, + "n_pred": 219657, + "n_ref": 225050 + }, + "7": { + "Dice": 0.9056468799833083, + "FN": 4826, + "FP": 7836, + "IoU": 0.8275636660765355, + "TN": 1854122, + "TP": 60768, + "n_pred": 68604, + "n_ref": 65594 + }, + "8": { + "Dice": 0.9053410404624277, + "FN": 1836, + "FP": 211, + "IoU": 0.8270530584656979, + "TN": 1915716, + "TP": 9789, + "n_pred": 10000, + "n_ref": 11625 + }, + "9": { + "Dice": 0.9247386586546817, + "FN": 4533, + "FP": 4560, + "IoU": 0.8600129318307778, + "TN": 1862596, + "TP": 55863, + "n_pred": 60423, + "n_ref": 60396 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0025.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0025.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7848761408083442, + "FN": 432, + "FP": 228, + "IoU": 0.6459227467811158, + "TN": 4904632, + "TP": 1204, + "n_pred": 1432, + "n_ref": 1636 + }, + "10": { + "Dice": 0.6600017866859412, + "FN": 26085, + "FP": 15780, + "IoU": 0.49253930350670916, + "TN": 4823997, + "TP": 40634, + "n_pred": 56414, + "n_ref": 66719 + }, + "11": { + "Dice": 0.5429925524712255, + "FN": 1062, + "FP": 288, + "IoU": 0.37267657992565056, + "TN": 4904344, + "TP": 802, + "n_pred": 1090, + "n_ref": 1864 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 56, + "IoU": 0.0, + "TN": 4906440, + "TP": 0, + "n_pred": 56, + "n_ref": 0 + }, + "13": { + "Dice": 0.4462430990923552, + "FN": 8048, + "FP": 27460, + "IoU": 0.28720264980427584, + "TN": 4856681, + "TP": 14307, + "n_pred": 41767, + "n_ref": 22355 + }, + "14": { + "Dice": 0.8349895509020344, + "FN": 9180, + "FP": 6296, + "IoU": 0.7167227998242788, + "TN": 4851864, + "TP": 39156, + "n_pred": 45452, + "n_ref": 48336 + }, + "15": { + "Dice": 0.8438132505734719, + "FN": 2337, + "FP": 2293, + "IoU": 0.7298243566551905, + "TN": 4889359, + "TP": 12507, + "n_pred": 14800, + "n_ref": 14844 + }, + "2": { + "Dice": 0.9160418926997763, + "FN": 6837, + "FP": 12122, + "IoU": 0.8450897562649627, + "TN": 4784109, + "TP": 103428, + "n_pred": 115550, + "n_ref": 110265 + }, + "3": { + "Dice": 0.9253397785024914, + "FN": 14389, + "FP": 3651, + "IoU": 0.8610533450405903, + "TN": 4776662, + "TP": 111794, + "n_pred": 115445, + "n_ref": 126183 + }, + "4": { + "Dice": 0.8768876375735859, + "FN": 1971, + "FP": 2358, + "IoU": 0.7807657247037375, + "TN": 4886750, + "TP": 15417, + "n_pred": 17775, + "n_ref": 17388 + }, + "5": { + "Dice": 0.78592756069064, + "FN": 1624, + "FP": 1674, + "IoU": 0.6473481608212147, + "TN": 4897144, + "TP": 6054, + "n_pred": 7728, + "n_ref": 7678 + }, + "6": { + "Dice": 0.9718831283833812, + "FN": 10589, + "FP": 28942, + "IoU": 0.9453041334252057, + "TN": 4183754, + "TP": 683211, + "n_pred": 712153, + "n_ref": 693800 + }, + "7": { + "Dice": 0.6744950681070925, + "FN": 75775, + "FP": 9464, + "IoU": 0.5088589652728561, + "TN": 4732943, + "TP": 88314, + "n_pred": 97778, + "n_ref": 164089 + }, + "8": { + "Dice": 0.8925773402973082, + "FN": 1056, + "FP": 3222, + "IoU": 0.8059951929617705, + "TN": 4884445, + "TP": 17773, + "n_pred": 20995, + "n_ref": 18829 + }, + "9": { + "Dice": 0.8596689016792263, + "FN": 5869, + "FP": 13051, + "IoU": 0.753876574045166, + "TN": 4829624, + "TP": 57952, + "n_pred": 71003, + "n_ref": 63821 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0058.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0058.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 3279, + "IoU": 0.0, + "TN": 1573809, + "TP": 0, + "n_pred": 3279, + "n_ref": 0 + }, + "10": { + "Dice": 0.7150184113624408, + "FN": 3397, + "FP": 937, + "IoU": 0.5564425340292702, + "TN": 1567317, + "TP": 5437, + "n_pred": 6374, + "n_ref": 8834 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7655703289013296, + "FN": 79, + "FP": 591, + "IoU": 0.6201814058956916, + "TN": 1575324, + "TP": 1094, + "n_pred": 1685, + "n_ref": 1173 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 2502, + "IoU": 0.0, + "TN": 1574586, + "TP": 0, + "n_pred": 2502, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8222784810126582, + "FN": 174, + "FP": 528, + "IoU": 0.6981943250214961, + "TN": 1574762, + "TP": 1624, + "n_pred": 2152, + "n_ref": 1798 + }, + "6": { + "Dice": 0.9712565878131483, + "FN": 32230, + "FP": 5331, + "IoU": 0.9441193754509681, + "TN": 904923, + "TP": 634604, + "n_pred": 639935, + "n_ref": 666834 + }, + "7": { + "Dice": 0.9233526955890361, + "FN": 9555, + "FP": 3957, + "IoU": 0.8576185458377239, + "TN": 1482188, + "TP": 81388, + "n_pred": 85345, + "n_ref": 90943 + }, + "8": { + "Dice": 0.9509540274042771, + "FN": 729, + "FP": 1186, + "IoU": 0.906494140625, + "TN": 1556608, + "TP": 18565, + "n_pred": 19751, + "n_ref": 19294 + }, + "9": { + "Dice": 0.601536772777168, + "FN": 199, + "FP": 164, + "IoU": 0.4301412872841444, + "TN": 1576451, + "TP": 274, + "n_pred": 438, + "n_ref": 473 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0064.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0064.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7878580706911875, + "FN": 2727, + "FP": 376, + "IoU": 0.6499717992103778, + "TN": 2269151, + "TP": 5762, + "n_pred": 6138, + "n_ref": 8489 + }, + "10": { + "Dice": 0.6932262642345367, + "FN": 2032, + "FP": 6831, + "IoU": 0.5304868358319649, + "TN": 2259139, + "TP": 10014, + "n_pred": 16845, + "n_ref": 12046 + }, + "11": { + "Dice": 0.07216494845360824, + "FN": 360, + "FP": 0, + "IoU": 0.0374331550802139, + "TN": 2277642, + "TP": 14, + "n_pred": 14, + "n_ref": 374 + }, + "12": { + "Dice": 0.7254187909686817, + "FN": 288, + "FP": 89, + "IoU": 0.5691428571428572, + "TN": 2277141, + "TP": 498, + "n_pred": 587, + "n_ref": 786 + }, + "13": { + "Dice": 0.5021833249716632, + "FN": 20554, + "FP": 6237, + "IoU": 0.3352768955934895, + "TN": 2237712, + "TP": 13513, + "n_pred": 19750, + "n_ref": 34067 + }, + "14": { + "Dice": 0.8458347191345599, + "FN": 3988, + "FP": 4819, + "IoU": 0.7328540661873996, + "TN": 2245049, + "TP": 24160, + "n_pred": 28979, + "n_ref": 28148 + }, + "15": { + "Dice": 0.5904562139486104, + "FN": 11820, + "FP": 3800, + "IoU": 0.41889880952380953, + "TN": 2251136, + "TP": 11260, + "n_pred": 15060, + "n_ref": 23080 + }, + "2": { + "Dice": 0.960673589103904, + "FN": 2271, + "FP": 7061, + "IoU": 0.9243232722967384, + "TN": 2154702, + "TP": 113982, + "n_pred": 121043, + "n_ref": 116253 + }, + "3": { + "Dice": 0.9529702970297029, + "FN": 1395, + "FP": 543, + "IoU": 0.9101654846335697, + "TN": 2256443, + "TP": 19635, + "n_pred": 20178, + "n_ref": 21030 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2293, + "IoU": 0.0, + "TN": 2275723, + "TP": 0, + "n_pred": 2293, + "n_ref": 0 + }, + "5": { + "Dice": 0.769561914408711, + "FN": 1026, + "FP": 794, + "IoU": 0.6254373327845235, + "TN": 2273157, + "TP": 3039, + "n_pred": 3833, + "n_ref": 4065 + }, + "6": { + "Dice": 0.8154817421727001, + "FN": 6895, + "FP": 37618, + "IoU": 0.6884501245835549, + "TN": 2135140, + "TP": 98363, + "n_pred": 135981, + "n_ref": 105258 + }, + "7": { + "Dice": 0.8904983050183215, + "FN": 17662, + "FP": 10279, + "IoU": 0.8026110361490043, + "TN": 2136463, + "TP": 113612, + "n_pred": 123891, + "n_ref": 131274 + }, + "8": { + "Dice": 0.9271446715159912, + "FN": 526, + "FP": 105, + "IoU": 0.8641842445114076, + "TN": 2273370, + "TP": 4015, + "n_pred": 4120, + "n_ref": 4541 + }, + "9": { + "Dice": 0.6988573846804909, + "FN": 14636, + "FP": 6712, + "IoU": 0.5371105184414233, + "TN": 2231897, + "TP": 24771, + "n_pred": 31483, + "n_ref": 39407 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0067.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0067.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9438359232516718, + "FN": 4702, + "FP": 5830, + "IoU": 0.8936451674795762, + "TN": 3055149, + "TP": 88495, + "n_pred": 94325, + "n_ref": 93197 + }, + "10": { + "Dice": 0.803059723448073, + "FN": 6546, + "FP": 16883, + "IoU": 0.6709271458067053, + "TN": 3082979, + "TP": 47768, + "n_pred": 64651, + "n_ref": 54314 + }, + "11": { + "Dice": 0.7485451761102604, + "FN": 339, + "FP": 482, + "IoU": 0.5981399902104748, + "TN": 3152133, + "TP": 1222, + "n_pred": 1704, + "n_ref": 1561 + }, + "12": { + "Dice": 0.8340202322967404, + "FN": 511, + "FP": 375, + "IoU": 0.7152956298200515, + "TN": 3151064, + "TP": 2226, + "n_pred": 2601, + "n_ref": 2737 + }, + "13": { + "Dice": 0.8718572327647818, + "FN": 7440, + "FP": 4573, + "IoU": 0.7728252647503782, + "TN": 3101296, + "TP": 40867, + "n_pred": 45440, + "n_ref": 48307 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8616904500548848, + "FN": 27, + "FP": 225, + "IoU": 0.7569913211186113, + "TN": 3153139, + "TP": 785, + "n_pred": 1010, + "n_ref": 812 + }, + "3": { + "Dice": 0.9184993531694696, + "FN": 49, + "FP": 14, + "IoU": 0.8492822966507177, + "TN": 3153758, + "TP": 355, + "n_pred": 369, + "n_ref": 404 + }, + "4": { + "Dice": 0.9189098108597666, + "FN": 2209, + "FP": 1641, + "IoU": 0.8499844139650873, + "TN": 3128512, + "TP": 21814, + "n_pred": 23455, + "n_ref": 24023 + }, + "5": { + "Dice": 0.7040261153427638, + "FN": 538, + "FP": 6, + "IoU": 0.5432409739714525, + "TN": 3152985, + "TP": 647, + "n_pred": 653, + "n_ref": 1185 + }, + "6": { + "Dice": 0.936858793531123, + "FN": 4830, + "FP": 15203, + "IoU": 0.8812176480702982, + "TN": 2985523, + "TP": 148620, + "n_pred": 163823, + "n_ref": 153450 + }, + "7": { + "Dice": 0.962184348585648, + "FN": 53259, + "FP": 11160, + "IoU": 0.927124530521743, + "TN": 2270216, + "TP": 819541, + "n_pred": 830701, + "n_ref": 872800 + }, + "8": { + "Dice": 0.9323781612938239, + "FN": 379, + "FP": 244, + "IoU": 0.8733224888165921, + "TN": 3149258, + "TP": 4295, + "n_pred": 4539, + "n_ref": 4674 + }, + "9": { + "Dice": 0.9115429234338747, + "FN": 2170, + "FP": 1490, + "IoU": 0.8374633626432187, + "TN": 3131658, + "TP": 18858, + "n_pred": 20348, + "n_ref": 21028 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0069.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0069.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9167843169942642, + "FN": 34133, + "FP": 29761, + "IoU": 0.846354360795762, + "TN": 5366803, + "TP": 351959, + "n_pred": 381720, + "n_ref": 386092 + }, + "10": { + "Dice": 0.7151765631000494, + "FN": 5501, + "FP": 10074, + "IoU": 0.5566341199578696, + "TN": 5747527, + "TP": 19554, + "n_pred": 29628, + "n_ref": 25055 + }, + "11": { + "Dice": 0.6570372082274093, + "FN": 1663, + "FP": 1305, + "IoU": 0.489244536224402, + "TN": 5776845, + "TP": 2843, + "n_pred": 4148, + "n_ref": 4506 + }, + "12": { + "Dice": 0.7482928378592981, + "FN": 1365, + "FP": 220, + "IoU": 0.5978178127378838, + "TN": 5778715, + "TP": 2356, + "n_pred": 2576, + "n_ref": 3721 + }, + "13": { + "Dice": 0.7420612572022701, + "FN": 5988, + "FP": 5920, + "IoU": 0.5899025381409925, + "TN": 5753619, + "TP": 17129, + "n_pred": 23049, + "n_ref": 23117 + }, + "14": { + "Dice": 0.9098755186721992, + "FN": 6045, + "FP": 6987, + "IoU": 0.834652862362972, + "TN": 5703840, + "TP": 65784, + "n_pred": 72771, + "n_ref": 71829 + }, + "15": { + "Dice": 0.7883935358075284, + "FN": 2194, + "FP": 4209, + "IoU": 0.6507009983088756, + "TN": 5764325, + "TP": 11928, + "n_pred": 16137, + "n_ref": 14122 + }, + "2": { + "Dice": 0.9245924124816859, + "FN": 1622, + "FP": 797, + "IoU": 0.8597599860861499, + "TN": 5765407, + "TP": 14830, + "n_pred": 15627, + "n_ref": 16452 + }, + "3": { + "Dice": 0.9457253479367959, + "FN": 3855, + "FP": 8593, + "IoU": 0.8970388751033912, + "TN": 5661756, + "TP": 108452, + "n_pred": 117045, + "n_ref": 112307 + }, + "4": { + "Dice": 0.91068277079197, + "FN": 4260, + "FP": 2218, + "IoU": 0.8360124547502721, + "TN": 5743153, + "TP": 33025, + "n_pred": 35243, + "n_ref": 37285 + }, + "5": { + "Dice": 0.689778733315417, + "FN": 2132, + "FP": 1331, + "IoU": 0.5264597292492821, + "TN": 5775343, + "TP": 3850, + "n_pred": 5181, + "n_ref": 5982 + }, + "6": { + "Dice": 0.8882463332999158, + "FN": 32773, + "FP": 30766, + "IoU": 0.7989596615736068, + "TN": 5466605, + "TP": 252512, + "n_pred": 283278, + "n_ref": 285285 + }, + "7": { + "Dice": 0.8900825198752138, + "FN": 7029, + "FP": 10447, + "IoU": 0.8019357617245053, + "TN": 5694422, + "TP": 70758, + "n_pred": 81205, + "n_ref": 77787 + }, + "8": { + "Dice": 0.9111826634347527, + "FN": 1840, + "FP": 3070, + "IoU": 0.8368553960659224, + "TN": 5752560, + "TP": 25186, + "n_pred": 28256, + "n_ref": 27026 + }, + "9": { + "Dice": 0.8550505884295182, + "FN": 6318, + "FP": 5974, + "IoU": 0.7468020680989557, + "TN": 5734109, + "TP": 36255, + "n_pred": 42229, + "n_ref": 42573 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0077.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0077.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8307468748253442, + "FN": 6769, + "FP": 2316, + "IoU": 0.7104936107835952, + "TN": 3298027, + "TP": 22296, + "n_pred": 24612, + "n_ref": 29065 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8680650638041514, + "FN": 2780, + "FP": 4447, + "IoU": 0.7668860073543642, + "TN": 3298406, + "TP": 23775, + "n_pred": 28222, + "n_ref": 26555 + }, + "14": { + "Dice": 0.9587377638263599, + "FN": 140, + "FP": 1858, + "IoU": 0.9207457358191194, + "TN": 3304198, + "TP": 23212, + "n_pred": 25070, + "n_ref": 23352 + }, + "15": { + "Dice": 0.9362462760675273, + "FN": 65, + "FP": 898, + "IoU": 0.880134428678118, + "TN": 3321374, + "TP": 7071, + "n_pred": 7969, + "n_ref": 7136 + }, + "2": { + "Dice": 0.4821231921297996, + "FN": 58927, + "FP": 11613, + "IoU": 0.3176299879081016, + "TN": 3226033, + "TP": 32835, + "n_pred": 44448, + "n_ref": 91762 + }, + "3": { + "Dice": 0.9079488381437085, + "FN": 17152, + "FP": 3467, + "IoU": 0.8314160268831711, + "TN": 3207101, + "TP": 101688, + "n_pred": 105155, + "n_ref": 118840 + }, + "4": { + "Dice": 0.11776270520003931, + "FN": 419, + "FP": 26506, + "IoU": 0.06256528096929183, + "TN": 3300686, + "TP": 1797, + "n_pred": 28303, + "n_ref": 2216 + }, + "5": { + "Dice": 0.8406883625830636, + "FN": 350, + "FP": 585, + "IoU": 0.7251616696061141, + "TN": 3326006, + "TP": 2467, + "n_pred": 3052, + "n_ref": 2817 + }, + "6": { + "Dice": 0.9791744704165665, + "FN": 7015, + "FP": 4160, + "IoU": 0.9591986505432878, + "TN": 3055520, + "TP": 262713, + "n_pred": 266873, + "n_ref": 269728 + }, + "7": { + "Dice": 0.9566686327169861, + "FN": 4054, + "FP": 3513, + "IoU": 0.9169365196105336, + "TN": 3238309, + "TP": 83532, + "n_pred": 87045, + "n_ref": 87586 + }, + "8": { + "Dice": 0.8822355289421158, + "FN": 419, + "FP": 112, + "IoU": 0.7892857142857143, + "TN": 3326888, + "TP": 1989, + "n_pred": 2101, + "n_ref": 2408 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0127.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0127.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9543699543699544, + "FN": 399, + "FP": 121, + "IoU": 0.9127223900637798, + "TN": 2447290, + "TP": 5438, + "n_pred": 5559, + "n_ref": 5837 + }, + "10": { + "Dice": 0.9246938685292427, + "FN": 2013, + "FP": 4801, + "IoU": 0.8599354560217065, + "TN": 2404599, + "TP": 41835, + "n_pred": 46636, + "n_ref": 43848 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9030610120080517, + "FN": 5587, + "FP": 1396, + "IoU": 0.8232554607810878, + "TN": 2413739, + "TP": 32526, + "n_pred": 33922, + "n_ref": 38113 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 634, + "IoU": 0.0, + "TN": 2452614, + "TP": 0, + "n_pred": 634, + "n_ref": 0 + }, + "2": { + "Dice": 0.9582095464448406, + "FN": 73, + "FP": 138, + "IoU": 0.9197718631178707, + "TN": 2450618, + "TP": 2419, + "n_pred": 2557, + "n_ref": 2492 + }, + "3": { + "Dice": 0.979275390331379, + "FN": 573, + "FP": 1357, + "IoU": 0.959392358188857, + "TN": 2405720, + "TP": 45598, + "n_pred": 46955, + "n_ref": 46171 + }, + "4": { + "Dice": 0.9068767908309455, + "FN": 1022, + "FP": 408, + "IoU": 0.8296199213630406, + "TN": 2444855, + "TP": 6963, + "n_pred": 7371, + "n_ref": 7985 + }, + "5": { + "Dice": 0.6600943595521442, + "FN": 2069, + "FP": 2758, + "IoU": 0.4926424216943452, + "TN": 2443734, + "TP": 4687, + "n_pred": 7445, + "n_ref": 6756 + }, + "6": { + "Dice": 0.9823119563658661, + "FN": 2673, + "FP": 4481, + "IoU": 0.9652387708693708, + "TN": 2247444, + "TP": 198650, + "n_pred": 203131, + "n_ref": 201323 + }, + "7": { + "Dice": 0.9353858642774856, + "FN": 5821, + "FP": 5004, + "IoU": 0.878614920553045, + "TN": 2364069, + "TP": 78354, + "n_pred": 83358, + "n_ref": 84175 + }, + "8": { + "Dice": 0.9548026404418699, + "FN": 2619, + "FP": 1407, + "IoU": 0.9135142102210478, + "TN": 2406697, + "TP": 42525, + "n_pred": 43932, + "n_ref": 45144 + }, + "9": { + "Dice": 0.9622226904668734, + "FN": 933, + "FP": 322, + "IoU": 0.9271957303631512, + "TN": 2436010, + "TP": 15983, + "n_pred": 16305, + "n_ref": 16916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0134.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0134.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9440965809270688, + "FN": 5423, + "FP": 16915, + "IoU": 0.8941126279863482, + "TN": 2943216, + "TP": 188622, + "n_pred": 205537, + "n_ref": 194045 + }, + "10": { + "Dice": 0.6532792265918721, + "FN": 5134, + "FP": 18106, + "IoU": 0.4850888465458413, + "TN": 3109042, + "TP": 21894, + "n_pred": 40000, + "n_ref": 27028 + }, + "11": { + "Dice": 0.16666666666666666, + "FN": 66, + "FP": 14, + "IoU": 0.09090909090909091, + "TN": 3154088, + "TP": 8, + "n_pred": 22, + "n_ref": 74 + }, + "12": { + "Dice": 0.29894736842105263, + "FN": 244, + "FP": 422, + "IoU": 0.17574257425742573, + "TN": 3153368, + "TP": 142, + "n_pred": 564, + "n_ref": 386 + }, + "13": { + "Dice": 0.7651232577053594, + "FN": 7855, + "FP": 520, + "IoU": 0.6195948401162791, + "TN": 3132160, + "TP": 13641, + "n_pred": 14161, + "n_ref": 21496 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.48764674960574733, + "FN": 18117, + "FP": 16971, + "IoU": 0.3224423589387093, + "TN": 3102390, + "TP": 16698, + "n_pred": 33669, + "n_ref": 34815 + }, + "2": { + "Dice": 0.946968373230823, + "FN": 588, + "FP": 626, + "IoU": 0.8992781880029868, + "TN": 3142123, + "TP": 10839, + "n_pred": 11465, + "n_ref": 11427 + }, + "3": { + "Dice": 0.9637958616348903, + "FN": 1370, + "FP": 4152, + "IoU": 0.9301216101641294, + "TN": 3075153, + "TP": 73501, + "n_pred": 77653, + "n_ref": 74871 + }, + "4": { + "Dice": 0.7005388760585065, + "FN": 4, + "FP": 774, + "IoU": 0.5390995260663507, + "TN": 3152488, + "TP": 910, + "n_pred": 1684, + "n_ref": 914 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9878155782276223, + "FN": 2910, + "FP": 1381, + "IoU": 0.9759245024715116, + "TN": 2975945, + "TP": 173940, + "n_pred": 175321, + "n_ref": 176850 + }, + "7": { + "Dice": 0.8037554677148417, + "FN": 69337, + "FP": 1459, + "IoU": 0.6718989688332754, + "TN": 2938401, + "TP": 144979, + "n_pred": 146438, + "n_ref": 214316 + }, + "8": { + "Dice": 0.9732666379567363, + "FN": 312, + "FP": 495, + "IoU": 0.9479254049170808, + "TN": 3138679, + "TP": 14690, + "n_pred": 15185, + "n_ref": 15002 + }, + "9": { + "Dice": 0.9213483146067416, + "FN": 356, + "FP": 946, + "IoU": 0.8541666666666666, + "TN": 3145248, + "TP": 7626, + "n_pred": 8572, + "n_ref": 7982 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0138.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0138.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9488478227047211, + "FN": 1738, + "FP": 1221, + "IoU": 0.9026740782159656, + "TN": 3474237, + "TP": 27444, + "n_pred": 28665, + "n_ref": 29182 + }, + "10": { + "Dice": 0.8638298561092858, + "FN": 4516, + "FP": 3897, + "IoU": 0.7602997321784717, + "TN": 3469542, + "TP": 26685, + "n_pred": 30582, + "n_ref": 31201 + }, + "11": { + "Dice": 0.7001656543346217, + "FN": 298, + "FP": 245, + "IoU": 0.5386576040781649, + "TN": 3503463, + "TP": 634, + "n_pred": 879, + "n_ref": 932 + }, + "12": { + "Dice": 0.8228176318063959, + "FN": 184, + "FP": 226, + "IoU": 0.6989720998531571, + "TN": 3503278, + "TP": 952, + "n_pred": 1178, + "n_ref": 1136 + }, + "13": { + "Dice": 0.8938461113718561, + "FN": 1420, + "FP": 2425, + "IoU": 0.8080666899615634, + "TN": 3484607, + "TP": 16188, + "n_pred": 18613, + "n_ref": 17608 + }, + "14": { + "Dice": 0.7893336504303106, + "FN": 8326, + "FP": 5847, + "IoU": 0.6519828115408226, + "TN": 3463915, + "TP": 26552, + "n_pred": 32399, + "n_ref": 34878 + }, + "15": { + "Dice": 0.8340469338574202, + "FN": 1160, + "FP": 5933, + "IoU": 0.715334911907533, + "TN": 3479723, + "TP": 17824, + "n_pred": 23757, + "n_ref": 18984 + }, + "2": { + "Dice": 0.9764181076609755, + "FN": 2249, + "FP": 2070, + "IoU": 0.9539228028250155, + "TN": 3410906, + "TP": 89415, + "n_pred": 91485, + "n_ref": 91664 + }, + "3": { + "Dice": 0.9724341192787794, + "FN": 2976, + "FP": 1476, + "IoU": 0.9463472245655475, + "TN": 3421662, + "TP": 78526, + "n_pred": 80002, + "n_ref": 81502 + }, + "4": { + "Dice": 0.8277323494216194, + "FN": 877, + "FP": 6033, + "IoU": 0.7060950193526434, + "TN": 3481129, + "TP": 16601, + "n_pred": 22634, + "n_ref": 17478 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 5449, + "IoU": 0.0, + "TN": 3499191, + "TP": 0, + "n_pred": 5449, + "n_ref": 0 + }, + "6": { + "Dice": 0.9642275078536505, + "FN": 19470, + "FP": 4762, + "IoU": 0.9309259660444911, + "TN": 3153828, + "TP": 326580, + "n_pred": 331342, + "n_ref": 346050 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 11023, + "IoU": 0.0, + "TN": 3493617, + "TP": 0, + "n_pred": 11023, + "n_ref": 0 + }, + "8": { + "Dice": 0.9201425733953691, + "FN": 5450, + "FP": 420, + "IoU": 0.8520963515420278, + "TN": 3464952, + "TP": 33818, + "n_pred": 34238, + "n_ref": 39268 + }, + "9": { + "Dice": 0.9227854952191954, + "FN": 4538, + "FP": 598, + "IoU": 0.8566404287389047, + "TN": 3468814, + "TP": 30690, + "n_pred": 31288, + "n_ref": 35228 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0181.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0181.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 8745, + "IoU": 0.0, + "TN": 4722519, + "TP": 0, + "n_pred": 8745, + "n_ref": 0 + }, + "10": { + "Dice": 0.9262209577999052, + "FN": 371, + "FP": 1185, + "IoU": 0.8625805881833436, + "TN": 4719941, + "TP": 9767, + "n_pred": 10952, + "n_ref": 10138 + }, + "11": { + "Dice": 0.774416135881104, + "FN": 537, + "FP": 313, + "IoU": 0.631875270679948, + "TN": 4728955, + "TP": 1459, + "n_pred": 1772, + "n_ref": 1996 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4731264, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7285256764218664, + "FN": 5317, + "FP": 6974, + "IoU": 0.5729771045408748, + "TN": 4702481, + "TP": 16492, + "n_pred": 23466, + "n_ref": 21809 + }, + "14": { + "Dice": 0.6916890080428955, + "FN": 85, + "FP": 30, + "IoU": 0.5286885245901639, + "TN": 4731020, + "TP": 129, + "n_pred": 159, + "n_ref": 214 + }, + "15": { + "Dice": 0.40563652326602284, + "FN": 1004, + "FP": 66694, + "IoU": 0.2544191015319552, + "TN": 4640465, + "TP": 23101, + "n_pred": 89795, + "n_ref": 24105 + }, + "2": { + "Dice": 0.9740420758467321, + "FN": 2130, + "FP": 1827, + "IoU": 0.9493976828051869, + "TN": 4653066, + "TP": 74241, + "n_pred": 76068, + "n_ref": 76371 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4731264, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.7733107414253441, + "FN": 9703, + "FP": 7957, + "IoU": 0.6304047549286342, + "TN": 4683482, + "TP": 30122, + "n_pred": 38079, + "n_ref": 39825 + }, + "5": { + "Dice": 0.7147154231790033, + "FN": 2726, + "FP": 2111, + "IoU": 0.556075624082232, + "TN": 4720368, + "TP": 6059, + "n_pred": 8170, + "n_ref": 8785 + }, + "6": { + "Dice": 0.7875235614329359, + "FN": 584431, + "FP": 9290, + "IoU": 0.6495165896696942, + "TN": 3037258, + "TP": 1100285, + "n_pred": 1109575, + "n_ref": 1684716 + }, + "7": { + "Dice": 0.22208026311628348, + "FN": 538, + "FP": 368441, + "IoU": 0.1249101736760845, + "TN": 4309617, + "TP": 52668, + "n_pred": 421109, + "n_ref": 53206 + }, + "8": { + "Dice": 0.954260822216172, + "FN": 329, + "FP": 7, + "IoU": 0.9125227805259047, + "TN": 4727423, + "TP": 3505, + "n_pred": 3512, + "n_ref": 3834 + }, + "9": { + "Dice": 0.8021635883905013, + "FN": 2964, + "FP": 4534, + "IoU": 0.669677078285387, + "TN": 4708565, + "TP": 15201, + "n_pred": 19735, + "n_ref": 18165 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0197.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0197.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8479950647748303, + "FN": 832, + "FP": 1632, + "IoU": 0.7361036735568169, + "TN": 1217287, + "TP": 6873, + "n_pred": 8505, + "n_ref": 7705 + }, + "6": { + "Dice": 0.9434538264067162, + "FN": 83, + "FP": 732, + "IoU": 0.8929603362227476, + "TN": 1219010, + "TP": 6799, + "n_pred": 7531, + "n_ref": 6882 + }, + "7": { + "Dice": 0.9722427712199672, + "FN": 1423, + "FP": 1166, + "IoU": 0.9459848532265132, + "TN": 1178693, + "TP": 45342, + "n_pred": 46508, + "n_ref": 46765 + }, + "8": { + "Dice": 0.9591602998100817, + "FN": 4429, + "FP": 4022, + "IoU": 0.9215254756664902, + "TN": 1118933, + "TP": 99240, + "n_pred": 103262, + "n_ref": 103669 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0217.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0217.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9830013895321909, + "FN": 567, + "FP": 901, + "IoU": 0.96657102518559, + "TN": 1357942, + "TP": 42446, + "n_pred": 43347, + "n_ref": 43013 + }, + "10": { + "Dice": 0.9154507570974296, + "FN": 2684, + "FP": 4681, + "IoU": 0.8440840866270085, + "TN": 1354619, + "TP": 39872, + "n_pred": 44553, + "n_ref": 42556 + }, + "11": { + "Dice": 0.36363636363636365, + "FN": 7, + "FP": 0, + "IoU": 0.2222222222222222, + "TN": 1401847, + "TP": 2, + "n_pred": 2, + "n_ref": 9 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9162722453616055, + "FN": 1136, + "FP": 2402, + "IoU": 0.8454819408656156, + "TN": 1378959, + "TP": 19359, + "n_pred": 21761, + "n_ref": 20495 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9646182495344506, + "FN": 43, + "FP": 14, + "IoU": 0.9316546762589928, + "TN": 1401022, + "TP": 777, + "n_pred": 791, + "n_ref": 820 + }, + "3": { + "Dice": 0.9679036002505804, + "FN": 2916, + "FP": 2310, + "IoU": 0.9378034847186518, + "TN": 1317832, + "TP": 78798, + "n_pred": 81108, + "n_ref": 81714 + }, + "4": { + "Dice": 0.825224071702945, + "FN": 250, + "FP": 296, + "IoU": 0.7024523160762943, + "TN": 1400021, + "TP": 1289, + "n_pred": 1585, + "n_ref": 1539 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9815132592768512, + "FN": 5178, + "FP": 5175, + "IoU": 0.963697631036369, + "TN": 1116668, + "TP": 274835, + "n_pred": 280010, + "n_ref": 280013 + }, + "7": { + "Dice": 0.9586865964224455, + "FN": 697, + "FP": 989, + "IoU": 0.9206513554216867, + "TN": 1380608, + "TP": 19562, + "n_pred": 20551, + "n_ref": 20259 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.886222945190005, + "FN": 1597, + "FP": 3439, + "IoU": 0.7956915087833177, + "TN": 1377207, + "TP": 19613, + "n_pred": 23052, + "n_ref": 21210 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0226.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0226.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9753992149091048, + "FN": 1641, + "FP": 941, + "IoU": 0.9519797652922688, + "TN": 5728887, + "TP": 51187, + "n_pred": 52128, + "n_ref": 52828 + }, + "10": { + "Dice": 0.9255134989134571, + "FN": 1439, + "FP": 4628, + "IoU": 0.8613542357000845, + "TN": 5738897, + "TP": 37692, + "n_pred": 42320, + "n_ref": 39131 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 5782656, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 5782656, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9228709924755357, + "FN": 4350, + "FP": 1585, + "IoU": 0.8567877998166111, + "TN": 5741214, + "TP": 35507, + "n_pred": 37092, + "n_ref": 39857 + }, + "14": { + "Dice": 0.9622981902926911, + "FN": 3759, + "FP": 3618, + "IoU": 0.9273359468883592, + "TN": 5681134, + "TP": 94145, + "n_pred": 97763, + "n_ref": 97904 + }, + "15": { + "Dice": 0.5743589743589743, + "FN": 159, + "FP": 256, + "IoU": 0.4028776978417266, + "TN": 5781961, + "TP": 280, + "n_pred": 536, + "n_ref": 439 + }, + "2": { + "Dice": 0.9694799916014795, + "FN": 3246, + "FP": 2423, + "IoU": 0.9407677519120659, + "TN": 5686948, + "TP": 90039, + "n_pred": 92462, + "n_ref": 93285 + }, + "3": { + "Dice": 0.9673106807375623, + "FN": 2127, + "FP": 4920, + "IoU": 0.9366908930833431, + "TN": 5671345, + "TP": 104264, + "n_pred": 109184, + "n_ref": 106391 + }, + "4": { + "Dice": 0.0, + "FN": 1032, + "FP": 0, + "IoU": 0.0, + "TN": 5781624, + "TP": 0, + "n_pred": 0, + "n_ref": 1032 + }, + "5": { + "Dice": 0.7608189198729263, + "FN": 6525, + "FP": 251, + "IoU": 0.6139691220873925, + "TN": 5765103, + "TP": 10777, + "n_pred": 11028, + "n_ref": 17302 + }, + "6": { + "Dice": 0.9583231658574758, + "FN": 16427, + "FP": 13291, + "IoU": 0.9199812594914214, + "TN": 5411268, + "TP": 341670, + "n_pred": 354961, + "n_ref": 358097 + }, + "7": { + "Dice": 0.966498669718172, + "FN": 11764, + "FP": 14087, + "IoU": 0.9351692556163573, + "TN": 5383910, + "TP": 372895, + "n_pred": 386982, + "n_ref": 384659 + }, + "8": { + "Dice": 0.9210019267822736, + "FN": 495, + "FP": 489, + "IoU": 0.8535714285714285, + "TN": 5775936, + "TP": 5736, + "n_pred": 6225, + "n_ref": 6231 + }, + "9": { + "Dice": 0.9413010148207637, + "FN": 687, + "FP": 921, + "IoU": 0.8891110957864975, + "TN": 5768155, + "TP": 12893, + "n_pred": 13814, + "n_ref": 13580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0242.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0242.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9283862545735351, + "FN": 1607, + "FP": 2288, + "IoU": 0.8663441081600439, + "TN": 2248874, + "TP": 25247, + "n_pred": 27535, + "n_ref": 26854 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.86347602665157, + "FN": 2091, + "FP": 1044, + "IoU": 0.7597517051115028, + "TN": 2264967, + "TP": 9914, + "n_pred": 10958, + "n_ref": 12005 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9720987654320987, + "FN": 2846, + "FP": 2578, + "IoU": 0.9457122267595484, + "TN": 2178104, + "TP": 94488, + "n_pred": 97066, + "n_ref": 97334 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8854311382791517, + "FN": 310, + "FP": 927, + "IoU": 0.7944158218381253, + "TN": 2271999, + "TP": 4780, + "n_pred": 5707, + "n_ref": 5090 + }, + "5": { + "Dice": 0.8639926835641495, + "FN": 116, + "FP": 1966, + "IoU": 0.7605520414031053, + "TN": 2269321, + "TP": 6613, + "n_pred": 8579, + "n_ref": 6729 + }, + "6": { + "Dice": 0.9467333941854731, + "FN": 3358, + "FP": 16950, + "IoU": 0.8988544675764518, + "TN": 2077236, + "TP": 180472, + "n_pred": 197422, + "n_ref": 183830 + }, + "7": { + "Dice": 0.9779737694624024, + "FN": 4713, + "FP": 3004, + "IoU": 0.9568969369288858, + "TN": 2098980, + "TP": 171319, + "n_pred": 174323, + "n_ref": 176032 + }, + "8": { + "Dice": 0.958137941371705, + "FN": 2253, + "FP": 5567, + "IoU": 0.9196399210785926, + "TN": 2180704, + "TP": 89492, + "n_pred": 95059, + "n_ref": 91745 + }, + "9": { + "Dice": 0.5753424657534246, + "FN": 80, + "FP": 13, + "IoU": 0.40384615384615385, + "TN": 2277860, + "TP": 63, + "n_pred": 76, + "n_ref": 143 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0249.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0249.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9438242142423063, + "FN": 10023, + "FP": 6431, + "IoU": 0.8936241740906916, + "TN": 2824266, + "TP": 138224, + "n_pred": 144655, + "n_ref": 148247 + }, + "10": { + "Dice": 0.8983673469387755, + "FN": 5586, + "FP": 4872, + "IoU": 0.8154872174879585, + "TN": 2922265, + "TP": 46221, + "n_pred": 51093, + "n_ref": 51807 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8713344268899824, + "FN": 2670, + "FP": 6272, + "IoU": 0.7720040795512494, + "TN": 2939724, + "TP": 30278, + "n_pred": 36550, + "n_ref": 32948 + }, + "14": { + "Dice": 0.8409973476962129, + "FN": 246784, + "FP": 3023, + "IoU": 0.7256215902737886, + "TN": 2068497, + "TP": 660640, + "n_pred": 663663, + "n_ref": 907424 + }, + "15": { + "Dice": 0.685397862302298, + "FN": 48194, + "FP": 5552, + "IoU": 0.5213728493570334, + "TN": 2866652, + "TP": 58546, + "n_pred": 64098, + "n_ref": 106740 + }, + "2": { + "Dice": 0.9729695126830439, + "FN": 813, + "FP": 876, + "IoU": 0.9473618599432793, + "TN": 2946857, + "TP": 30398, + "n_pred": 31274, + "n_ref": 31211 + }, + "3": { + "Dice": 0.9702612262521589, + "FN": 2961, + "FP": 4753, + "IoU": 0.9422401593374915, + "TN": 2845391, + "TP": 125839, + "n_pred": 130592, + "n_ref": 128800 + }, + "4": { + "Dice": 0.8854399285395266, + "FN": 252, + "FP": 774, + "IoU": 0.7944299739531157, + "TN": 2973953, + "TP": 3965, + "n_pred": 4739, + "n_ref": 4217 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9054926384519264, + "FN": 14746, + "FP": 4389, + "IoU": 0.8273061198704006, + "TN": 2868141, + "TP": 91668, + "n_pred": 96057, + "n_ref": 106414 + }, + "7": { + "Dice": 0.40327405488163937, + "FN": 1641, + "FP": 99695, + "IoU": 0.2525631002079983, + "TN": 2843366, + "TP": 34242, + "n_pred": 133937, + "n_ref": 35883 + }, + "8": { + "Dice": 0.9528325430496631, + "FN": 126, + "FP": 63, + "IoU": 0.9099142040038132, + "TN": 2976846, + "TP": 1909, + "n_pred": 1972, + "n_ref": 2035 + }, + "9": { + "Dice": 0.8949605343047966, + "FN": 2297, + "FP": 817, + "IoU": 0.8098901098901099, + "TN": 2962564, + "TP": 13266, + "n_pred": 14083, + "n_ref": 15563 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0268.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0268.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9818621523579202, + "FN": 1039, + "FP": 3116, + "IoU": 0.9643705463182898, + "TN": 1810935, + "TP": 112462, + "n_pred": 115578, + "n_ref": 113501 + }, + "10": { + "Dice": 0.8786981463966552, + "FN": 11060, + "FP": 2663, + "IoU": 0.7836410361517966, + "TN": 1864125, + "TP": 49704, + "n_pred": 52367, + "n_ref": 60764 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.1337126600284495, + "FN": 609, + "FP": 0, + "IoU": 0.07164634146341463, + "TN": 1926896, + "TP": 47, + "n_pred": 47, + "n_ref": 656 + }, + "13": { + "Dice": 0.8755986010223298, + "FN": 2447, + "FP": 2177, + "IoU": 0.7787242187873857, + "TN": 1906655, + "TP": 16273, + "n_pred": 18450, + "n_ref": 18720 + }, + "14": { + "Dice": 0.9913330739845538, + "FN": 494, + "FP": 2224, + "IoU": 0.9828150883271582, + "TN": 1769390, + "TP": 155444, + "n_pred": 157668, + "n_ref": 155938 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7929130753197003, + "FN": 35474, + "FP": 1286, + "IoU": 0.6568815046436739, + "TN": 1820417, + "TP": 70375, + "n_pred": 71661, + "n_ref": 105849 + }, + "3": { + "Dice": 0.9745620573984346, + "FN": 428, + "FP": 664, + "IoU": 0.9503861880963198, + "TN": 1905542, + "TP": 20918, + "n_pred": 21582, + "n_ref": 21346 + }, + "4": { + "Dice": 0.3173517376168082, + "FN": 301, + "FP": 10876, + "IoU": 0.18860254083484573, + "TN": 1913777, + "TP": 2598, + "n_pred": 13474, + "n_ref": 2899 + }, + "5": { + "Dice": 0.7578298819099778, + "FN": 92, + "FP": 2738, + "IoU": 0.6100854229815376, + "TN": 1920294, + "TP": 4428, + "n_pred": 7166, + "n_ref": 4520 + }, + "6": { + "Dice": 0.9409078222921371, + "FN": 2928, + "FP": 1730, + "IoU": 0.8884097551626658, + "TN": 1885810, + "TP": 37084, + "n_pred": 38814, + "n_ref": 40012 + }, + "7": { + "Dice": 0.8638301170270479, + "FN": 1348, + "FP": 409, + "IoU": 0.760300136425648, + "TN": 1920222, + "TP": 5573, + "n_pred": 5982, + "n_ref": 6921 + }, + "8": { + "Dice": 0.9684702638070514, + "FN": 1488, + "FP": 1439, + "IoU": 0.9388680033416875, + "TN": 1879672, + "TP": 44953, + "n_pred": 46392, + "n_ref": 46441 + }, + "9": { + "Dice": 0.9528636095256839, + "FN": 766, + "FP": 1150, + "IoU": 0.9099708673996805, + "TN": 1906270, + "TP": 19366, + "n_pred": 20516, + "n_ref": 20132 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0274.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0274.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.888509670079636, + "FN": 11, + "FP": 185, + "IoU": 0.7993858751279427, + "TN": 1225647, + "TP": 781, + "n_pred": 966, + "n_ref": 792 + }, + "10": { + "Dice": 0.9186285876535031, + "FN": 1565, + "FP": 1874, + "IoU": 0.8495033040129535, + "TN": 1203773, + "TP": 19412, + "n_pred": 21286, + "n_ref": 20977 + }, + "11": { + "Dice": 0.8106666666666666, + "FN": 20, + "FP": 51, + "IoU": 0.6816143497757847, + "TN": 1226401, + "TP": 152, + "n_pred": 203, + "n_ref": 172 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8372787226657411, + "FN": 3219, + "FP": 1469, + "IoU": 0.7201026926980715, + "TN": 1209875, + "TP": 12061, + "n_pred": 13530, + "n_ref": 15280 + }, + "14": { + "Dice": 0.9668252858528225, + "FN": 185, + "FP": 2757, + "IoU": 0.9357810180738672, + "TN": 1180812, + "TP": 42870, + "n_pred": 45627, + "n_ref": 43055 + }, + "15": { + "Dice": 0.943871569729885, + "FN": 1716, + "FP": 2976, + "IoU": 0.8937090818476315, + "TN": 1182481, + "TP": 39451, + "n_pred": 42427, + "n_ref": 41167 + }, + "2": { + "Dice": 0.9644598510114937, + "FN": 4455, + "FP": 3665, + "IoU": 0.9313592060660879, + "TN": 1108327, + "TP": 110177, + "n_pred": 113842, + "n_ref": 114632 + }, + "3": { + "Dice": 0.9629003797529626, + "FN": 5713, + "FP": 2718, + "IoU": 0.9284550499821795, + "TN": 1108782, + "TP": 109411, + "n_pred": 112129, + "n_ref": 115124 + }, + "4": { + "Dice": 0.948550152318628, + "FN": 612, + "FP": 3036, + "IoU": 0.9021354222556068, + "TN": 1189348, + "TP": 33628, + "n_pred": 36664, + "n_ref": 34240 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9747504054516508, + "FN": 3717, + "FP": 1374, + "IoU": 0.950744492497025, + "TN": 1123265, + "TP": 98268, + "n_pred": 99642, + "n_ref": 101985 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9568162574089755, + "FN": 157, + "FP": 404, + "IoU": 0.9172077922077922, + "TN": 1219848, + "TP": 6215, + "n_pred": 6619, + "n_ref": 6372 + }, + "9": { + "Dice": 0.9692924396382959, + "FN": 703, + "FP": 944, + "IoU": 0.940414601497775, + "TN": 1198983, + "TP": 25994, + "n_pred": 26938, + "n_ref": 26697 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0332.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0332.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8890791891134432, + "FN": 9668, + "FP": 75820, + "IoU": 0.8003083391730904, + "TN": 6581180, + "TP": 342612, + "n_pred": 418432, + "n_ref": 352280 + }, + "10": { + "Dice": 0.8571678488501543, + "FN": 4493, + "FP": 13469, + "IoU": 0.7500382693886639, + "TN": 6937421, + "TP": 53897, + "n_pred": 67366, + "n_ref": 58390 + }, + "11": { + "Dice": 0.7320214669051879, + "FN": 725, + "FP": 24, + "IoU": 0.577313769751693, + "TN": 7007508, + "TP": 1023, + "n_pred": 1047, + "n_ref": 1748 + }, + "12": { + "Dice": 0.7617202634637738, + "FN": 2162, + "FP": 298, + "IoU": 0.6151439299123905, + "TN": 7002888, + "TP": 3932, + "n_pred": 4230, + "n_ref": 6094 + }, + "13": { + "Dice": 0.7260635349930169, + "FN": 15574, + "FP": 9140, + "IoU": 0.5699370062297706, + "TN": 6951814, + "TP": 32752, + "n_pred": 41892, + "n_ref": 48326 + }, + "14": { + "Dice": 0.9347904624277457, + "FN": 2044, + "FP": 2288, + "IoU": 0.8775648634899101, + "TN": 6973898, + "TP": 31050, + "n_pred": 33338, + "n_ref": 33094 + }, + "15": { + "Dice": 0.6622088229231087, + "FN": 450, + "FP": 25768, + "IoU": 0.4950016372286534, + "TN": 6957363, + "TP": 25699, + "n_pred": 51467, + "n_ref": 26149 + }, + "2": { + "Dice": 0.9648758770242133, + "FN": 8057, + "FP": 1710, + "IoU": 0.9321354372945894, + "TN": 6865361, + "TP": 134152, + "n_pred": 135862, + "n_ref": 142209 + }, + "3": { + "Dice": 0.9718770142367669, + "FN": 2113, + "FP": 374, + "IoU": 0.9452925648922129, + "TN": 6963820, + "TP": 42973, + "n_pred": 43347, + "n_ref": 45086 + }, + "4": { + "Dice": 0.9222911497105045, + "FN": 1009, + "FP": 2749, + "IoU": 0.8557887869833839, + "TN": 6983221, + "TP": 22301, + "n_pred": 25050, + "n_ref": 23310 + }, + "5": { + "Dice": 0.8651931456437811, + "FN": 4683, + "FP": 1288, + "IoU": 0.7624144516950502, + "TN": 6984148, + "TP": 19161, + "n_pred": 20449, + "n_ref": 23844 + }, + "6": { + "Dice": 0.6380041430204255, + "FN": 60381, + "FP": 594581, + "IoU": 0.46843324798013203, + "TN": 5777145, + "TP": 577173, + "n_pred": 1171754, + "n_ref": 637554 + }, + "7": { + "Dice": 0.682681250552857, + "FN": 34151, + "FP": 48356, + "IoU": 0.5182354315076492, + "TN": 6838020, + "TP": 88753, + "n_pred": 137109, + "n_ref": 122904 + }, + "8": { + "Dice": 0.9146173911312001, + "FN": 878, + "FP": 7698, + "IoU": 0.842668183235796, + "TN": 6954771, + "TP": 45933, + "n_pred": 53631, + "n_ref": 46811 + }, + "9": { + "Dice": 0.9287672388342963, + "FN": 2502, + "FP": 7632, + "IoU": 0.8670078740157481, + "TN": 6933080, + "TP": 66066, + "n_pred": 73698, + "n_ref": 68568 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0349.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0349.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9570841178308187, + "FN": 712, + "FP": 4371, + "IoU": 0.9177002040089375, + "TN": 2566718, + "TP": 56679, + "n_pred": 61050, + "n_ref": 57391 + }, + "10": { + "Dice": 0.8805970149253731, + "FN": 6338, + "FP": 4158, + "IoU": 0.7866666666666666, + "TN": 2579280, + "TP": 38704, + "n_pred": 42862, + "n_ref": 45042 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.527363184079602, + "FN": 18, + "FP": 77, + "IoU": 0.3581081081081081, + "TN": 2628332, + "TP": 53, + "n_pred": 130, + "n_ref": 71 + }, + "13": { + "Dice": 0.5372924375401363, + "FN": 2314, + "FP": 12817, + "IoU": 0.36732731225957516, + "TN": 2604564, + "TP": 8785, + "n_pred": 21602, + "n_ref": 11099 + }, + "14": { + "Dice": 0.9547438036961493, + "FN": 1578, + "FP": 2083, + "IoU": 0.9134064998344292, + "TN": 2586202, + "TP": 38617, + "n_pred": 40700, + "n_ref": 40195 + }, + "15": { + "Dice": 0.9129196463532757, + "FN": 6973, + "FP": 14154, + "IoU": 0.83979040122544, + "TN": 2496609, + "TP": 110744, + "n_pred": 124898, + "n_ref": 117717 + }, + "2": { + "Dice": 0.9443099273607748, + "FN": 4097, + "FP": 9818, + "IoU": 0.8944954128440367, + "TN": 2496590, + "TP": 117975, + "n_pred": 127793, + "n_ref": 122072 + }, + "3": { + "Dice": 0.9605360472274259, + "FN": 2562, + "FP": 6349, + "IoU": 0.9240686458297829, + "TN": 2511124, + "TP": 108445, + "n_pred": 114794, + "n_ref": 111007 + }, + "4": { + "Dice": 0.8811946518492794, + "FN": 450, + "FP": 2971, + "IoU": 0.7876210578594487, + "TN": 2612372, + "TP": 12687, + "n_pred": 15658, + "n_ref": 13137 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9680244841929914, + "FN": 3557, + "FP": 9534, + "IoU": 0.9380304758839095, + "TN": 2417231, + "TP": 198158, + "n_pred": 207692, + "n_ref": 201715 + }, + "7": { + "Dice": 0.9494466480667945, + "FN": 6013, + "FP": 8682, + "IoU": 0.9037586204638186, + "TN": 2475791, + "TP": 137994, + "n_pred": 146676, + "n_ref": 144007 + }, + "8": { + "Dice": 0.9458778559638606, + "FN": 269, + "FP": 354, + "IoU": 0.8973133344321741, + "TN": 2622413, + "TP": 5444, + "n_pred": 5798, + "n_ref": 5713 + }, + "9": { + "Dice": 0.9030879782482035, + "FN": 79, + "FP": 919, + "IoU": 0.8233002832861189, + "TN": 2622832, + "TP": 4650, + "n_pred": 5569, + "n_ref": 4729 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0358.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0358.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9255967995802729, + "FN": 3614, + "FP": 924, + "IoU": 0.8614985502823135, + "TN": 1193859, + "TP": 28227, + "n_pred": 29151, + "n_ref": 31841 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8260381593714927, + "FN": 228, + "FP": 392, + "IoU": 0.7036328871892925, + "TN": 1224532, + "TP": 1472, + "n_pred": 1864, + "n_ref": 1700 + }, + "13": { + "Dice": 0.8582826029417325, + "FN": 4503, + "FP": 2993, + "IoU": 0.7517469779764862, + "TN": 1196429, + "TP": 22699, + "n_pred": 25692, + "n_ref": 27202 + }, + "14": { + "Dice": 0.9625288071258263, + "FN": 2112, + "FP": 2587, + "IoU": 0.9277643694947042, + "TN": 1161573, + "TP": 60352, + "n_pred": 62939, + "n_ref": 62464 + }, + "15": { + "Dice": 0.9260930733953335, + "FN": 7473, + "FP": 617, + "IoU": 0.8623587858990064, + "TN": 1167848, + "TP": 50686, + "n_pred": 51303, + "n_ref": 58159 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9708646616541353, + "FN": 264, + "FP": 294, + "IoU": 0.94337899543379, + "TN": 1216769, + "TP": 9297, + "n_pred": 9591, + "n_ref": 9561 + }, + "4": { + "Dice": 0.8096984515077424, + "FN": 385, + "FP": 549, + "IoU": 0.6802464909277645, + "TN": 1223703, + "TP": 1987, + "n_pred": 2536, + "n_ref": 2372 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9225819794563044, + "FN": 2996, + "FP": 3742, + "IoU": 0.856289724011432, + "TN": 1179738, + "TP": 40148, + "n_pred": 43890, + "n_ref": 43144 + }, + "7": { + "Dice": 0.8695984703632887, + "FN": 487, + "FP": 877, + "IoU": 0.7692828146143437, + "TN": 1220712, + "TP": 4548, + "n_pred": 5425, + "n_ref": 5035 + }, + "8": { + "Dice": 0.9604763774375081, + "FN": 122, + "FP": 1086, + "IoU": 0.9239582021906081, + "TN": 1210738, + "TP": 14678, + "n_pred": 15764, + "n_ref": 14800 + }, + "9": { + "Dice": 0.9111314704535044, + "FN": 18, + "FP": 370, + "IoU": 0.8367690366007573, + "TN": 1224247, + "TP": 1989, + "n_pred": 2359, + "n_ref": 2007 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0371.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0371.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9842842321557609, + "FN": 1424, + "FP": 2469, + "IoU": 0.9690547920160887, + "TN": 3904533, + "TP": 121910, + "n_pred": 124379, + "n_ref": 123334 + }, + "10": { + "Dice": 0.8904970258761326, + "FN": 5466, + "FP": 7623, + "IoU": 0.8026089579248982, + "TN": 3964026, + "TP": 53221, + "n_pred": 60844, + "n_ref": 58687 + }, + "11": { + "Dice": 0.5491329479768786, + "FN": 91, + "FP": 65, + "IoU": 0.3784860557768924, + "TN": 4030085, + "TP": 95, + "n_pred": 160, + "n_ref": 186 + }, + "12": { + "Dice": 0.8033586132177681, + "FN": 761, + "FP": 691, + "IoU": 0.6713444997736533, + "TN": 4025918, + "TP": 2966, + "n_pred": 3657, + "n_ref": 3727 + }, + "13": { + "Dice": 0.9156551022006422, + "FN": 2212, + "FP": 1019, + "IoU": 0.8444316047956089, + "TN": 4009567, + "TP": 17538, + "n_pred": 18557, + "n_ref": 19750 + }, + "14": { + "Dice": 0.9464026915113871, + "FN": 1972, + "FP": 2170, + "IoU": 0.8982584559455675, + "TN": 3989625, + "TP": 36569, + "n_pred": 38739, + "n_ref": 38541 + }, + "15": { + "Dice": 0.8762089109531336, + "FN": 3015, + "FP": 14764, + "IoU": 0.7796902106567534, + "TN": 3949636, + "TP": 62921, + "n_pred": 77685, + "n_ref": 65936 + }, + "2": { + "Dice": 0.9466588511137163, + "FN": 538, + "FP": 190, + "IoU": 0.8987200890372844, + "TN": 4023148, + "TP": 6460, + "n_pred": 6650, + "n_ref": 6998 + }, + "3": { + "Dice": 0.9658952205442405, + "FN": 731, + "FP": 694, + "IoU": 0.9340399925939641, + "TN": 4008732, + "TP": 20179, + "n_pred": 20873, + "n_ref": 20910 + }, + "4": { + "Dice": 0.7180174146014735, + "FN": 1500, + "FP": 184, + "IoU": 0.5600835945663531, + "TN": 4026508, + "TP": 2144, + "n_pred": 2328, + "n_ref": 3644 + }, + "5": { + "Dice": 0.8491845336265347, + "FN": 204, + "FP": 619, + "IoU": 0.7378980891719745, + "TN": 4027196, + "TP": 2317, + "n_pred": 2936, + "n_ref": 2521 + }, + "6": { + "Dice": 0.9656066237864118, + "FN": 11636, + "FP": 9063, + "IoU": 0.9335003935553307, + "TN": 3719071, + "TP": 290566, + "n_pred": 299629, + "n_ref": 302202 + }, + "7": { + "Dice": 0.9623113066080176, + "FN": 3648, + "FP": 12940, + "IoU": 0.9273603082851638, + "TN": 3801976, + "TP": 211772, + "n_pred": 224712, + "n_ref": 215420 + }, + "8": { + "Dice": 0.9434095354131264, + "FN": 247, + "FP": 1518, + "IoU": 0.8928809856163137, + "TN": 4013859, + "TP": 14712, + "n_pred": 16230, + "n_ref": 14959 + }, + "9": { + "Dice": 0.8365049359378282, + "FN": 820, + "FP": 6964, + "IoU": 0.7189587319926346, + "TN": 4002639, + "TP": 19913, + "n_pred": 26877, + "n_ref": 20733 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0374.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0374.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8879731806118173, + "FN": 1151, + "FP": 453, + "IoU": 0.7985177741489763, + "TN": 4723303, + "TP": 6357, + "n_pred": 6810, + "n_ref": 7508 + }, + "10": { + "Dice": 0.8743561306223043, + "FN": 1645, + "FP": 8551, + "IoU": 0.776760887176231, + "TN": 4685591, + "TP": 35477, + "n_pred": 44028, + "n_ref": 37122 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4731264, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.4694736842105263, + "FN": 260, + "FP": 244, + "IoU": 0.30674002751031637, + "TN": 4730537, + "TP": 223, + "n_pred": 467, + "n_ref": 483 + }, + "13": { + "Dice": 0.9059700833958434, + "FN": 1345, + "FP": 786, + "IoU": 0.8281035734451884, + "TN": 4718867, + "TP": 10266, + "n_pred": 11052, + "n_ref": 11611 + }, + "14": { + "Dice": 0.9231896446452559, + "FN": 24, + "FP": 605, + "IoU": 0.8573372646858698, + "TN": 4726855, + "TP": 3780, + "n_pred": 4385, + "n_ref": 3804 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 5361, + "IoU": 0.0, + "TN": 4725903, + "TP": 0, + "n_pred": 5361, + "n_ref": 0 + }, + "2": { + "Dice": 0.9776417867296294, + "FN": 1423, + "FP": 3217, + "IoU": 0.9562614884290899, + "TN": 4625179, + "TP": 101445, + "n_pred": 104662, + "n_ref": 102868 + }, + "3": { + "Dice": 0.9702638800200196, + "FN": 910, + "FP": 813, + "IoU": 0.9422451647504442, + "TN": 4701431, + "TP": 28110, + "n_pred": 28923, + "n_ref": 29020 + }, + "4": { + "Dice": 0.8853104452931218, + "FN": 714, + "FP": 2199, + "IoU": 0.7942215315060752, + "TN": 4717108, + "TP": 11243, + "n_pred": 13442, + "n_ref": 11957 + }, + "5": { + "Dice": 0.9461358313817331, + "FN": 194, + "FP": 82, + "IoU": 0.8977777777777778, + "TN": 4728564, + "TP": 2424, + "n_pred": 2506, + "n_ref": 2618 + }, + "6": { + "Dice": 0.9683266439895952, + "FN": 4666, + "FP": 6098, + "IoU": 0.9385980924565327, + "TN": 4555960, + "TP": 164540, + "n_pred": 170638, + "n_ref": 169206 + }, + "7": { + "Dice": 0.988084251155731, + "FN": 5360, + "FP": 5976, + "IoU": 0.9764491285803619, + "TN": 4249923, + "TP": 470005, + "n_pred": 475981, + "n_ref": 475365 + }, + "8": { + "Dice": 0.9730423620025674, + "FN": 382, + "FP": 962, + "IoU": 0.9475, + "TN": 4705664, + "TP": 24256, + "n_pred": 25218, + "n_ref": 24638 + }, + "9": { + "Dice": 0.9807009417940404, + "FN": 316, + "FP": 59, + "IoU": 0.9621326870645259, + "TN": 4721361, + "TP": 9528, + "n_pred": 9587, + "n_ref": 9844 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0379.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0379.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9723897175499842, + "FN": 323, + "FP": 895, + "IoU": 0.9462631253860407, + "TN": 2605814, + "TP": 21448, + "n_pred": 22343, + "n_ref": 21771 + }, + "10": { + "Dice": 0.888646288209607, + "FN": 1572, + "FP": 264, + "IoU": 0.7996070726915521, + "TN": 2619318, + "TP": 7326, + "n_pred": 7590, + "n_ref": 8898 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5315487571701721, + "FN": 44, + "FP": 201, + "IoU": 0.3619791666666667, + "TN": 2628096, + "TP": 139, + "n_pred": 340, + "n_ref": 183 + }, + "13": { + "Dice": 0.9540981917469477, + "FN": 640, + "FP": 251, + "IoU": 0.9122253965126589, + "TN": 2618329, + "TP": 9260, + "n_pred": 9511, + "n_ref": 9900 + }, + "14": { + "Dice": 0.9284841289241191, + "FN": 1537, + "FP": 2559, + "IoU": 0.8665145836728043, + "TN": 2597795, + "TP": 26589, + "n_pred": 29148, + "n_ref": 28126 + }, + "15": { + "Dice": 0.8778539392400778, + "FN": 1700, + "FP": 5517, + "IoU": 0.78229917649543, + "TN": 2595329, + "TP": 25934, + "n_pred": 31451, + "n_ref": 27634 + }, + "2": { + "Dice": 0.969204269087583, + "FN": 3344, + "FP": 3861, + "IoU": 0.9402486254281284, + "TN": 2507897, + "TP": 113378, + "n_pred": 117239, + "n_ref": 116722 + }, + "3": { + "Dice": 0.750038165774678, + "FN": 1535, + "FP": 55772, + "IoU": 0.6000488536832188, + "TN": 2485195, + "TP": 85978, + "n_pred": 141750, + "n_ref": 87513 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9816567515199742, + "FN": 3488, + "FP": 3243, + "IoU": 0.9639743308409915, + "TN": 2441641, + "TP": 180108, + "n_pred": 183351, + "n_ref": 183596 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 13, + "FP": 0, + "IoU": 0.0, + "TN": 2628467, + "TP": 0, + "n_pred": 0, + "n_ref": 13 + }, + "9": { + "Dice": 0.919517186651631, + "FN": 1651, + "FP": 2203, + "IoU": 0.8510243525318902, + "TN": 2602610, + "TP": 22016, + "n_pred": 24219, + "n_ref": 23667 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0383.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0383.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9780670828106792, + "FN": 896, + "FP": 2059, + "IoU": 0.9570756224397896, + "TN": 3260566, + "TP": 65887, + "n_pred": 67946, + "n_ref": 66783 + }, + "10": { + "Dice": 0.8837167698307632, + "FN": 3180, + "FP": 3320, + "IoU": 0.7916599891022148, + "TN": 3298209, + "TP": 24699, + "n_pred": 28019, + "n_ref": 27879 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8499651607314364, + "FN": 5612, + "FP": 2355, + "IoU": 0.7390777493941181, + "TN": 3298874, + "TP": 22567, + "n_pred": 24922, + "n_ref": 28179 + }, + "14": { + "Dice": 0.6272249967985658, + "FN": 2759, + "FP": 152, + "IoU": 0.45690298507462684, + "TN": 3324048, + "TP": 2449, + "n_pred": 2601, + "n_ref": 5208 + }, + "15": { + "Dice": 0.814756978333008, + "FN": 2646, + "FP": 31518, + "IoU": 0.6874176548089591, + "TN": 3220112, + "TP": 75132, + "n_pred": 106650, + "n_ref": 77778 + }, + "2": { + "Dice": 0.968461216323112, + "FN": 1512, + "FP": 1877, + "IoU": 0.9388509977987081, + "TN": 3273986, + "TP": 52033, + "n_pred": 53910, + "n_ref": 53545 + }, + "3": { + "Dice": 0.9596985319019691, + "FN": 2538, + "FP": 4959, + "IoU": 0.9225196362133112, + "TN": 3232648, + "TP": 89263, + "n_pred": 94222, + "n_ref": 91801 + }, + "4": { + "Dice": 0.9180924231228329, + "FN": 333, + "FP": 1108, + "IoU": 0.848586739518756, + "TN": 3319891, + "TP": 8076, + "n_pred": 9184, + "n_ref": 8409 + }, + "5": { + "Dice": 0.8891471366776422, + "FN": 447, + "FP": 1270, + "IoU": 0.8004184586772056, + "TN": 3320805, + "TP": 6886, + "n_pred": 8156, + "n_ref": 7333 + }, + "6": { + "Dice": 0.9567089673422746, + "FN": 3496, + "FP": 3702, + "IoU": 0.9170106302026887, + "TN": 3242674, + "TP": 79536, + "n_pred": 83238, + "n_ref": 83032 + }, + "7": { + "Dice": 0.8913844581327165, + "FN": 1418, + "FP": 6658, + "IoU": 0.8040519228436249, + "TN": 3288193, + "TP": 33139, + "n_pred": 39797, + "n_ref": 34557 + }, + "8": { + "Dice": 0.9597464840373988, + "FN": 1020, + "FP": 517, + "IoU": 0.9226082578046324, + "TN": 3309548, + "TP": 18323, + "n_pred": 18840, + "n_ref": 19343 + }, + "9": { + "Dice": 0.9047971694231877, + "FN": 556, + "FP": 1758, + "IoU": 0.8261457550713749, + "TN": 3316098, + "TP": 10996, + "n_pred": 12754, + "n_ref": 11552 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0390.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0390.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3504640, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8497643782799614, + "FN": 3378, + "FP": 7844, + "IoU": 0.7387741800321237, + "TN": 3461681, + "TP": 31737, + "n_pred": 39581, + "n_ref": 35115 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3504640, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3504640, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7872147024311237, + "FN": 8084, + "FP": 4791, + "IoU": 0.6490965086806029, + "TN": 3467949, + "TP": 23816, + "n_pred": 28607, + "n_ref": 31900 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3504640, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3504640, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3504640, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3504640, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3504640, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8689242110112877, + "FN": 73, + "FP": 496, + "IoU": 0.7682281059063136, + "TN": 3502185, + "TP": 1886, + "n_pred": 2382, + "n_ref": 1959 + }, + "6": { + "Dice": 0.9654262406968053, + "FN": 3123, + "FP": 2196, + "IoU": 0.93316327812822, + "TN": 3425058, + "TP": 74263, + "n_pred": 76459, + "n_ref": 77386 + }, + "7": { + "Dice": 0.8405686625757518, + "FN": 64809, + "FP": 2119, + "IoU": 0.724983563445102, + "TN": 3261280, + "TP": 176432, + "n_pred": 178551, + "n_ref": 241241 + }, + "8": { + "Dice": 0.945103572115693, + "FN": 1120, + "FP": 592, + "IoU": 0.8959207246641133, + "TN": 3488191, + "TP": 14737, + "n_pred": 15329, + "n_ref": 15857 + }, + "9": { + "Dice": 0.8964931252896647, + "FN": 1303, + "FP": 1377, + "IoU": 0.8124037519249615, + "TN": 3490354, + "TP": 11606, + "n_pred": 12983, + "n_ref": 12909 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0392.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0392.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9796583234008741, + "FN": 1187, + "FP": 349, + "IoU": 0.9601277159099758, + "TN": 1713797, + "TP": 36987, + "n_pred": 37336, + "n_ref": 38174 + }, + "10": { + "Dice": 0.9150769037997681, + "FN": 2183, + "FP": 3239, + "IoU": 0.843448634290004, + "TN": 1717686, + "TP": 29212, + "n_pred": 32451, + "n_ref": 31395 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 1752318, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "13": { + "Dice": 0.874120989149164, + "FN": 2262, + "FP": 3144, + "IoU": 0.7763898080741231, + "TN": 1728144, + "TP": 18770, + "n_pred": 21914, + "n_ref": 21032 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 269, + "IoU": 0.0, + "TN": 1752051, + "TP": 0, + "n_pred": 269, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9698138323904234, + "FN": 1328, + "FP": 1756, + "IoU": 0.9413966745843231, + "TN": 1699695, + "TP": 49541, + "n_pred": 51297, + "n_ref": 50869 + }, + "3": { + "Dice": 0.965054193177095, + "FN": 856, + "FP": 237, + "IoU": 0.9324683348779734, + "TN": 1736135, + "TP": 15092, + "n_pred": 15329, + "n_ref": 15948 + }, + "4": { + "Dice": 0.9031575766732135, + "FN": 534, + "FP": 107, + "IoU": 0.8234159779614325, + "TN": 1748690, + "TP": 2989, + "n_pred": 3096, + "n_ref": 3523 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9598601083032491, + "FN": 2141, + "FP": 1417, + "IoU": 0.9228182823922427, + "TN": 1706221, + "TP": 42541, + "n_pred": 43958, + "n_ref": 44682 + }, + "7": { + "Dice": 0.9691491324210824, + "FN": 1172, + "FP": 1671, + "IoU": 0.9401448482041349, + "TN": 1704822, + "TP": 44655, + "n_pred": 46326, + "n_ref": 45827 + }, + "8": { + "Dice": 0.9686428843468325, + "FN": 140, + "FP": 107, + "IoU": 0.9391925160019695, + "TN": 1748258, + "TP": 3815, + "n_pred": 3922, + "n_ref": 3955 + }, + "9": { + "Dice": 0.9492484949966112, + "FN": 433, + "FP": 2113, + "IoU": 0.9033996054029443, + "TN": 1725964, + "TP": 23810, + "n_pred": 25923, + "n_ref": 24243 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0400.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0400.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9772840202928601, + "FN": 1259, + "FP": 2444, + "IoU": 0.9555771491638475, + "TN": 2194658, + "TP": 79655, + "n_pred": 82099, + "n_ref": 80914 + }, + "10": { + "Dice": 0.8754064990194375, + "FN": 3768, + "FP": 6270, + "IoU": 0.7784203787912234, + "TN": 2232714, + "TP": 35264, + "n_pred": 41534, + "n_ref": 39032 + }, + "11": { + "Dice": 0.8111257282465701, + "FN": 352, + "FP": 653, + "IoU": 0.6822636737274739, + "TN": 2274853, + "TP": 2158, + "n_pred": 2811, + "n_ref": 2510 + }, + "12": { + "Dice": 0.680499776885319, + "FN": 583, + "FP": 849, + "IoU": 0.5157253973621914, + "TN": 2275059, + "TP": 1525, + "n_pred": 2374, + "n_ref": 2108 + }, + "13": { + "Dice": 0.8679005368748234, + "FN": 4049, + "FP": 3431, + "IoU": 0.7666292275053039, + "TN": 2245964, + "TP": 24572, + "n_pred": 28003, + "n_ref": 28621 + }, + "14": { + "Dice": 0.8341890836030807, + "FN": 2525, + "FP": 3417, + "IoU": 0.7155440662549667, + "TN": 2257127, + "TP": 14947, + "n_pred": 18364, + "n_ref": 17472 + }, + "15": { + "Dice": 0.8882473046961362, + "FN": 5521, + "FP": 3072, + "IoU": 0.7989612334183375, + "TN": 2235273, + "TP": 34150, + "n_pred": 37222, + "n_ref": 39671 + }, + "2": { + "Dice": 0.9587749240590706, + "FN": 5508, + "FP": 3707, + "IoU": 0.9208142852232496, + "TN": 2161644, + "TP": 107157, + "n_pred": 110864, + "n_ref": 112665 + }, + "3": { + "Dice": 0.9696347617825678, + "FN": 3928, + "FP": 1752, + "IoU": 0.9410592727876473, + "TN": 2181648, + "TP": 90688, + "n_pred": 92440, + "n_ref": 94616 + }, + "4": { + "Dice": 0.906117539237026, + "FN": 2133, + "FP": 1145, + "IoU": 0.8283500026182122, + "TN": 2258919, + "TP": 15819, + "n_pred": 16964, + "n_ref": 17952 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9603706535918313, + "FN": 1590, + "FP": 3696, + "IoU": 0.9237625475943233, + "TN": 2208680, + "TP": 64050, + "n_pred": 67746, + "n_ref": 65640 + }, + "7": { + "Dice": 0.942607643792653, + "FN": 15125, + "FP": 3284, + "IoU": 0.8914454868707359, + "TN": 2108433, + "TP": 151174, + "n_pred": 154458, + "n_ref": 166299 + }, + "8": { + "Dice": 0.9336384439359268, + "FN": 26, + "FP": 32, + "IoU": 0.8755364806866953, + "TN": 2277550, + "TP": 408, + "n_pred": 440, + "n_ref": 434 + }, + "9": { + "Dice": 0.948150867211159, + "FN": 1089, + "FP": 1171, + "IoU": 0.9014133659047286, + "TN": 2255092, + "TP": 20664, + "n_pred": 21835, + "n_ref": 21753 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0404.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0404.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": 0.771744515510165, + "FN": 5145.813333333333, + "FP": 4815.391111111112, + "IoU": 0.6862417249208502, + "TN": 2818269.1400000006, + "TP": 45574.455555555556, + "n_pred": 50389.846666666665, + "n_ref": 50720.268888888895 + }, + "mean": { + "1": { + "Dice": 0.8819994989801961, + "FN": 2452.6, + "FP": 3561.133333333333, + "IoU": 0.8176005171780186, + "TN": 2811560.3666666667, + "TP": 56230.7, + "n_pred": 59791.833333333336, + "n_ref": 58683.3 + }, + "10": { + "Dice": 0.8067392757592542, + "FN": 5000.5, + "FP": 4336.9, + "IoU": 0.6987387417111294, + "TN": 2842090.8, + "TP": 22376.6, + "n_pred": 26713.5, + "n_ref": 27377.1 + }, + "11": { + "Dice": 0.38650934978211354, + "FN": 338.8, + "FP": 119.23333333333333, + "IoU": 0.30023986689737064, + "TN": 2872784.7666666666, + "TP": 562.0, + "n_pred": 681.2333333333333, + "n_ref": 900.8 + }, + "12": { + "Dice": 0.641726088903454, + "FN": 194.06666666666666, + "FP": 201.83333333333334, + "IoU": 0.5078002412547337, + "TN": 2872984.066666667, + "TP": 424.8333333333333, + "n_pred": 626.6666666666666, + "n_ref": 618.9 + }, + "13": { + "Dice": 0.7394694727951601, + "FN": 5033.233333333334, + "FP": 4543.766666666666, + "IoU": 0.6114284358397365, + "TN": 2849131.6, + "TP": 15096.2, + "n_pred": 19639.966666666667, + "n_ref": 20129.433333333334 + }, + "14": { + "Dice": 0.7748668481693146, + "FN": 2787.4666666666667, + "FP": 9085.6, + "IoU": 0.7096992804094975, + "TN": 2814448.066666667, + "TP": 47483.666666666664, + "n_pred": 56569.26666666667, + "n_ref": 50271.13333333333 + }, + "15": { + "Dice": 0.6626865616146173, + "FN": 3094.9666666666667, + "FP": 4245.1, + "IoU": 0.5778097837675195, + "TN": 2845647.7666666666, + "TP": 20816.966666666667, + "n_pred": 25062.066666666666, + "n_ref": 23911.933333333334 + }, + "2": { + "Dice": 0.8805155913214272, + "FN": 3215.4666666666667, + "FP": 1703.9, + "IoU": 0.8219841693409099, + "TN": 2826705.2333333334, + "TP": 42180.2, + "n_pred": 43884.1, + "n_ref": 45395.666666666664 + }, + "3": { + "Dice": 0.8560049105421011, + "FN": 24342.5, + "FP": 3455.9666666666667, + "IoU": 0.8151628921999835, + "TN": 2795687.8333333335, + "TP": 50318.5, + "n_pred": 53774.46666666667, + "n_ref": 74661.0 + }, + "4": { + "Dice": 0.6343886484525548, + "FN": 3771.5666666666666, + "FP": 1222.2, + "IoU": 0.5318536706891244, + "TN": 2860674.533333333, + "TP": 8136.5, + "n_pred": 9358.7, + "n_ref": 11908.066666666668 + }, + "5": { + "Dice": 0.7214832623435654, + "FN": 950.0, + "FP": 869.2, + "IoU": 0.5935738521434957, + "TN": 2868853.4, + "TP": 3132.2, + "n_pred": 4001.4, + "n_ref": 4082.2 + }, + "6": { + "Dice": 0.9291311815525759, + "FN": 11440.4, + "FP": 26767.0, + "IoU": 0.8842002727068692, + "TN": 2586864.566666667, + "TP": 248732.83333333334, + "n_pred": 275499.8333333333, + "n_ref": 260173.23333333334 + }, + "7": { + "Dice": 0.9078557574605282, + "FN": 11553.3, + "FP": 8204.666666666666, + "IoU": 0.845116784446846, + "TN": 2717121.933333333, + "TP": 136924.9, + "n_pred": 145129.56666666668, + "n_ref": 148478.2 + }, + "8": { + "Dice": 0.884497133397864, + "FN": 1331.7666666666667, + "FP": 1584.6666666666667, + "IoU": 0.8024295756705421, + "TN": 2855282.966666667, + "TP": 15605.4, + "n_pred": 17190.066666666666, + "n_ref": 16937.166666666668 + }, + "9": { + "Dice": 0.8682941515777497, + "FN": 1680.5666666666666, + "FP": 2329.7, + "IoU": 0.7759877895569802, + "TN": 2854199.2, + "TP": 15595.333333333334, + "n_pred": 17925.033333333333, + "n_ref": 17275.9 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9391643275789351, + "FN": 2141, + "FP": 2042, + "IoU": 0.8853061336404267, + "TN": 3468169, + "TP": 32288, + "n_pred": 34330, + "n_ref": 34429 + }, + "10": { + "Dice": 0.5114851485148515, + "FN": 11485, + "FP": 3317, + "IoU": 0.3436211254489823, + "TN": 3482089, + "TP": 7749, + "n_pred": 11066, + "n_ref": 19234 + }, + "11": { + "Dice": 0.4962999506660089, + "FN": 1418, + "FP": 624, + "IoU": 0.3300524934383202, + "TN": 3501592, + "TP": 1006, + "n_pred": 1630, + "n_ref": 2424 + }, + "12": { + "Dice": 0.0, + "FN": 604, + "FP": 732, + "IoU": 0.0, + "TN": 3503304, + "TP": 0, + "n_pred": 732, + "n_ref": 604 + }, + "13": { + "Dice": 0.583835076718182, + "FN": 8258, + "FP": 6741, + "IoU": 0.41226489028213165, + "TN": 3479120, + "TP": 10521, + "n_pred": 17262, + "n_ref": 18779 + }, + "14": { + "Dice": 0.3575525812619503, + "FN": 3078, + "FP": 11706, + "IoU": 0.21769499417927823, + "TN": 3485742, + "TP": 4114, + "n_pred": 15820, + "n_ref": 7192 + }, + "15": { + "Dice": 0.8849497491922383, + "FN": 10661, + "FP": 2229, + "IoU": 0.793641137295082, + "TN": 3442176, + "TP": 49574, + "n_pred": 51803, + "n_ref": 60235 + }, + "2": { + "Dice": 0.8625946173254836, + "FN": 1339, + "FP": 1275, + "IoU": 0.7583880210740365, + "TN": 3493821, + "TP": 8205, + "n_pred": 9480, + "n_ref": 9544 + }, + "3": { + "Dice": 0.011730578092134156, + "FN": 684037, + "FP": 51, + "IoU": 0.005899893627533612, + "TN": 2816492, + "TP": 4060, + "n_pred": 4111, + "n_ref": 688097 + }, + "4": { + "Dice": 0.751172783537667, + "FN": 10701, + "FP": 1923, + "IoU": 0.6015025726822185, + "TN": 3472961, + "TP": 19055, + "n_pred": 20978, + "n_ref": 29756 + }, + "5": { + "Dice": 0.7160669754185963, + "FN": 1015, + "FP": 1376, + "IoU": 0.5577136514983352, + "TN": 3499234, + "TP": 3015, + "n_pred": 4391, + "n_ref": 4030 + }, + "6": { + "Dice": 0.2770093852027604, + "FN": 6006, + "FP": 467221, + "IoU": 0.16077242837179279, + "TN": 2940756, + "TP": 90657, + "n_pred": 557878, + "n_ref": 96663 + }, + "7": { + "Dice": 0.8596087668611178, + "FN": 62963, + "FP": 5698, + "IoU": 0.7537840890753591, + "TN": 3225775, + "TP": 210204, + "n_pred": 215902, + "n_ref": 273167 + }, + "8": { + "Dice": 0.902030699656477, + "FN": 244, + "FP": 2009, + "IoU": 0.8215445544554455, + "TN": 3492015, + "TP": 10372, + "n_pred": 12381, + "n_ref": 10616 + }, + "9": { + "Dice": 0.714877500295893, + "FN": 2533, + "FP": 2285, + "IoU": 0.5562718732731626, + "TN": 3493782, + "TP": 6040, + "n_pred": 8325, + "n_ref": 8573 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0005.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0005.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8806232214575471, + "FN": 2658, + "FP": 3257, + "IoU": 0.7867084956007501, + "TN": 1374124, + "TP": 21817, + "n_pred": 25074, + "n_ref": 24475 + }, + "11": { + "Dice": 0.01904761904761905, + "FN": 75, + "FP": 28, + "IoU": 0.009615384615384616, + "TN": 1401752, + "TP": 1, + "n_pred": 29, + "n_ref": 76 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8020314319674394, + "FN": 11727, + "FP": 4762, + "IoU": 0.6694928843455602, + "TN": 1351966, + "TP": 33401, + "n_pred": 38163, + "n_ref": 45128 + }, + "14": { + "Dice": 0.949217309690611, + "FN": 1353, + "FP": 1677, + "IoU": 0.9033431159882608, + "TN": 1370508, + "TP": 28318, + "n_pred": 29995, + "n_ref": 29671 + }, + "15": { + "Dice": 0.8864327800670081, + "FN": 6010, + "FP": 2837, + "IoU": 0.796029879651404, + "TN": 1358482, + "TP": 34527, + "n_pred": 37364, + "n_ref": 40537 + }, + "2": { + "Dice": 0.9639821013167911, + "FN": 3249, + "FP": 1814, + "IoU": 0.930468578334432, + "TN": 1329040, + "TP": 67753, + "n_pred": 69567, + "n_ref": 71002 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9398122762313325, + "FN": 1473, + "FP": 2259, + "IoU": 0.8864583650247954, + "TN": 1368987, + "TP": 29137, + "n_pred": 31396, + "n_ref": 30610 + }, + "7": { + "Dice": 0.9666362839385587, + "FN": 9270, + "FP": 6067, + "IoU": 0.935426964305262, + "TN": 1164342, + "TP": 222177, + "n_pred": 228244, + "n_ref": 231447 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9489605957182748, + "FN": 642, + "FP": 674, + "IoU": 0.9028782287822879, + "TN": 1388306, + "TP": 12234, + "n_pred": 12908, + "n_ref": 12876 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0011.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0011.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9822155222527662, + "FN": 3323, + "FP": 2092, + "IoU": 0.965052566361401, + "TN": 2473533, + "TP": 149532, + "n_pred": 151624, + "n_ref": 152855 + }, + "10": { + "Dice": 0.8288038988931109, + "FN": 2352, + "FP": 5938, + "IoU": 0.7076559579645237, + "TN": 2600123, + "TP": 20067, + "n_pred": 26005, + "n_ref": 22419 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8010514921911241, + "FN": 3962, + "FP": 2471, + "IoU": 0.6681283532810566, + "TN": 2609096, + "TP": 12951, + "n_pred": 15422, + "n_ref": 16913 + }, + "14": { + "Dice": 0.9891681016092843, + "FN": 1805, + "FP": 1724, + "IoU": 0.9785683486879263, + "TN": 2463817, + "TP": 161134, + "n_pred": 162858, + "n_ref": 162939 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 10, + "IoU": 0.0, + "TN": 2628470, + "TP": 0, + "n_pred": 10, + "n_ref": 0 + }, + "3": { + "Dice": 0.9680708060109948, + "FN": 4712, + "FP": 1915, + "IoU": 0.9381174712858343, + "TN": 2521390, + "TP": 100463, + "n_pred": 102378, + "n_ref": 105175 + }, + "4": { + "Dice": 0.9001945302666209, + "FN": 1795, + "FP": 2566, + "IoU": 0.8185034126852005, + "TN": 2604452, + "TP": 19667, + "n_pred": 22233, + "n_ref": 21462 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9716342166731339, + "FN": 5177, + "FP": 13464, + "IoU": 0.9448332805568462, + "TN": 2290577, + "TP": 319262, + "n_pred": 332726, + "n_ref": 324439 + }, + "7": { + "Dice": 0.6914086881658715, + "FN": 9419, + "FP": 33594, + "IoU": 0.5283610565905328, + "TN": 2537281, + "TP": 48186, + "n_pred": 81780, + "n_ref": 57605 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9518582462517038, + "FN": 811, + "FP": 1838, + "IoU": 0.9081388493948747, + "TN": 2599643, + "TP": 26188, + "n_pred": 28026, + "n_ref": 26999 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0019.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0019.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8834745762711864, + "FN": 98, + "FP": 12, + "IoU": 0.7912713472485768, + "TN": 2803185, + "TP": 417, + "n_pred": 429, + "n_ref": 515 + }, + "10": { + "Dice": 0.8306974627375128, + "FN": 8886, + "FP": 5994, + "IoU": 0.7104213291816678, + "TN": 2752327, + "TP": 36505, + "n_pred": 42499, + "n_ref": 45391 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8071278825995807, + "FN": 383, + "FP": 169, + "IoU": 0.6766256590509666, + "TN": 2802005, + "TP": 1155, + "n_pred": 1324, + "n_ref": 1538 + }, + "13": { + "Dice": 0.8421726408193123, + "FN": 3215, + "FP": 7141, + "IoU": 0.7273732427736535, + "TN": 2765726, + "TP": 27630, + "n_pred": 34771, + "n_ref": 30845 + }, + "14": { + "Dice": 0.9134187810619931, + "FN": 1899, + "FP": 6707, + "IoU": 0.8406355320173327, + "TN": 2749710, + "TP": 45396, + "n_pred": 52103, + "n_ref": 47295 + }, + "15": { + "Dice": 0.7116229094646361, + "FN": 11350, + "FP": 996, + "IoU": 0.552340548968418, + "TN": 2776133, + "TP": 15233, + "n_pred": 16229, + "n_ref": 26583 + }, + "2": { + "Dice": 0.6111111111111112, + "FN": 0, + "FP": 14, + "IoU": 0.44, + "TN": 2803687, + "TP": 11, + "n_pred": 25, + "n_ref": 11 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.7955158812538925, + "FN": 3150, + "FP": 790, + "IoU": 0.660461909686315, + "TN": 2792108, + "TP": 7664, + "n_pred": 8454, + "n_ref": 10814 + }, + "5": { + "Dice": 0.4141577641092047, + "FN": 1090, + "FP": 9768, + "IoU": 0.26115949918345127, + "TN": 2789016, + "TP": 3838, + "n_pred": 13606, + "n_ref": 4928 + }, + "6": { + "Dice": 0.9451208540754513, + "FN": 6353, + "FP": 6457, + "IoU": 0.8959517853081647, + "TN": 2680596, + "TP": 110306, + "n_pred": 116763, + "n_ref": 116659 + }, + "7": { + "Dice": 0.922613996185679, + "FN": 28866, + "FP": 5056, + "IoU": 0.8563448874584454, + "TN": 2567577, + "TP": 202213, + "n_pred": 207269, + "n_ref": 231079 + }, + "8": { + "Dice": 0.9436292629016481, + "FN": 3343, + "FP": 4206, + "IoU": 0.893274709117385, + "TN": 2732979, + "TP": 63184, + "n_pred": 67390, + "n_ref": 66527 + }, + "9": { + "Dice": 0.9345119918846461, + "FN": 1809, + "FP": 2710, + "IoU": 0.8770741526576356, + "TN": 2766950, + "TP": 32243, + "n_pred": 34953, + "n_ref": 34052 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0027.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0027.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.982147985617296, + "FN": 1744, + "FP": 1364, + "IoU": 0.9649221809645272, + "TN": 2364645, + "TP": 85495, + "n_pred": 86859, + "n_ref": 87239 + }, + "10": { + "Dice": 0.8890980418287371, + "FN": 5639, + "FP": 7676, + "IoU": 0.8003388915547025, + "TN": 2386560, + "TP": 53373, + "n_pred": 61049, + "n_ref": 59012 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7687756778964667, + "FN": 799, + "FP": 608, + "IoU": 0.6243993593166044, + "TN": 2449502, + "TP": 2339, + "n_pred": 2947, + "n_ref": 3138 + }, + "13": { + "Dice": 0.795158182260388, + "FN": 1829, + "FP": 9120, + "IoU": 0.6599689440993789, + "TN": 2421048, + "TP": 21251, + "n_pred": 30371, + "n_ref": 23080 + }, + "14": { + "Dice": 0.9642191596495069, + "FN": 3277, + "FP": 3424, + "IoU": 0.9309104031343437, + "TN": 2356258, + "TP": 90289, + "n_pred": 93713, + "n_ref": 93566 + }, + "15": { + "Dice": 0.8710232766549536, + "FN": 3874, + "FP": 1595, + "IoU": 0.7715157085561497, + "TN": 2429312, + "TP": 18467, + "n_pred": 20062, + "n_ref": 22341 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9650844730490749, + "FN": 1034, + "FP": 1136, + "IoU": 0.9325248756218906, + "TN": 2421088, + "TP": 29990, + "n_pred": 31126, + "n_ref": 31024 + }, + "4": { + "Dice": 0.7859875657580105, + "FN": 1239, + "FP": 551, + "IoU": 0.6474295844002363, + "TN": 2448171, + "TP": 3287, + "n_pred": 3838, + "n_ref": 4526 + }, + "5": { + "Dice": 0.8542963885429639, + "FN": 94, + "FP": 23, + "IoU": 0.7456521739130435, + "TN": 2452788, + "TP": 343, + "n_pred": 366, + "n_ref": 437 + }, + "6": { + "Dice": 0.9328561315189177, + "FN": 7681, + "FP": 855, + "IoU": 0.87416154379137, + "TN": 2385415, + "TP": 59297, + "n_pred": 60152, + "n_ref": 66978 + }, + "7": { + "Dice": 0.9275785590373087, + "FN": 4367, + "FP": 2229, + "IoU": 0.8649384687839138, + "TN": 2404411, + "TP": 42241, + "n_pred": 44470, + "n_ref": 46608 + }, + "8": { + "Dice": 0.8875455766647476, + "FN": 2132, + "FP": 212, + "IoU": 0.7978264619630844, + "TN": 2441654, + "TP": 9250, + "n_pred": 9462, + "n_ref": 11382 + }, + "9": { + "Dice": 0.8172421575265177, + "FN": 3608, + "FP": 4490, + "IoU": 0.690963211723401, + "TN": 2427044, + "TP": 18106, + "n_pred": 22596, + "n_ref": 21714 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0033.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0033.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7742409546483261, + "FN": 6118, + "FP": 1563, + "IoU": 0.631642048724343, + "TN": 1906700, + "TP": 13171, + "n_pred": 14734, + "n_ref": 19289 + }, + "11": { + "Dice": 0.6119402985074627, + "FN": 2673, + "FP": 499, + "IoU": 0.44086021505376344, + "TN": 1921879, + "TP": 2501, + "n_pred": 3000, + "n_ref": 5174 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8759178625718187, + "FN": 3378, + "FP": 6254, + "IoU": 0.7792294116298792, + "TN": 1883923, + "TP": 33997, + "n_pred": 40251, + "n_ref": 37375 + }, + "14": { + "Dice": 0.9655797101449275, + "FN": 5019, + "FP": 6419, + "IoU": 0.9334500875656743, + "TN": 1755681, + "TP": 160433, + "n_pred": 166852, + "n_ref": 165452 + }, + "15": { + "Dice": 0.6165513423747578, + "FN": 771, + "FP": 6156, + "IoU": 0.44566261203585145, + "TN": 1915056, + "TP": 5569, + "n_pred": 11725, + "n_ref": 6340 + }, + "2": { + "Dice": 0.9452113277358759, + "FN": 831, + "FP": 709, + "IoU": 0.8961144090663788, + "TN": 1912728, + "TP": 13284, + "n_pred": 13993, + "n_ref": 14115 + }, + "3": { + "Dice": 0.9639431774927985, + "FN": 4020, + "FP": 3653, + "IoU": 0.9303960521780148, + "TN": 1817314, + "TP": 102565, + "n_pred": 106218, + "n_ref": 106585 + }, + "4": { + "Dice": 0.7540521494009866, + "FN": 301, + "FP": 48, + "IoU": 0.6052036199095022, + "TN": 1926668, + "TP": 535, + "n_pred": 583, + "n_ref": 836 + }, + "5": { + "Dice": 0.5089928057553957, + "FN": 236, + "FP": 310, + "IoU": 0.3413751507840772, + "TN": 1926723, + "TP": 283, + "n_pred": 593, + "n_ref": 519 + }, + "6": { + "Dice": 0.9688335045699895, + "FN": 8265, + "FP": 6326, + "IoU": 0.9395509928452173, + "TN": 1686175, + "TP": 226786, + "n_pred": 233112, + "n_ref": 235051 + }, + "7": { + "Dice": 0.964017702520685, + "FN": 5182, + "FP": 6973, + "IoU": 0.9305349182763745, + "TN": 1752572, + "TP": 162825, + "n_pred": 169798, + "n_ref": 168007 + }, + "8": { + "Dice": 0.9021733239390819, + "FN": 847, + "FP": 958, + "IoU": 0.8217812006319115, + "TN": 1917424, + "TP": 8323, + "n_pred": 9281, + "n_ref": 9170 + }, + "9": { + "Dice": 0.8527380463167942, + "FN": 5843, + "FP": 5266, + "IoU": 0.7432810297414092, + "TN": 1884279, + "TP": 32164, + "n_pred": 37430, + "n_ref": 38007 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0042.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0042.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9432860717264387, + "FN": 191, + "FP": 81, + "IoU": 0.8926598263614838, + "TN": 2801178, + "TP": 2262, + "n_pred": 2343, + "n_ref": 2453 + }, + "10": { + "Dice": 0.7980857025912282, + "FN": 2906, + "FP": 3507, + "IoU": 0.6640121548698067, + "TN": 2784625, + "TP": 12674, + "n_pred": 16181, + "n_ref": 15580 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6322098303932775, + "FN": 1216, + "FP": 10689, + "IoU": 0.46221258526448933, + "TN": 2781575, + "TP": 10232, + "n_pred": 20921, + "n_ref": 11448 + }, + "14": { + "Dice": 0.6962602091990256, + "FN": 7859, + "FP": 2740, + "IoU": 0.5340484459489163, + "TN": 2780965, + "TP": 12148, + "n_pred": 14888, + "n_ref": 20007 + }, + "15": { + "Dice": 0.2288287415871786, + "FN": 5657, + "FP": 10270, + "IoU": 0.1291962821213778, + "TN": 2785422, + "TP": 2363, + "n_pred": 12633, + "n_ref": 8020 + }, + "2": { + "Dice": 0.8684907325684025, + "FN": 337, + "FP": 408, + "IoU": 0.7675507020280812, + "TN": 2800507, + "TP": 2460, + "n_pred": 2868, + "n_ref": 2797 + }, + "3": { + "Dice": 0.9457723885835513, + "FN": 2595, + "FP": 7834, + "IoU": 0.8971235227967723, + "TN": 2702338, + "TP": 90945, + "n_pred": 98779, + "n_ref": 93540 + }, + "4": { + "Dice": 0.0, + "FN": 336, + "FP": 0, + "IoU": 0.0, + "TN": 2803376, + "TP": 0, + "n_pred": 0, + "n_ref": 336 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9742363094171821, + "FN": 8055, + "FP": 4170, + "IoU": 0.9497668111684096, + "TN": 2560347, + "TP": 231140, + "n_pred": 235310, + "n_ref": 239195 + }, + "7": { + "Dice": 0.9703360524495732, + "FN": 8303, + "FP": 1090, + "IoU": 0.9423813029076187, + "TN": 2640692, + "TP": 153627, + "n_pred": 154717, + "n_ref": 161930 + }, + "8": { + "Dice": 0.7039473684210527, + "FN": 23, + "FP": 247, + "IoU": 0.5431472081218274, + "TN": 2803121, + "TP": 321, + "n_pred": 568, + "n_ref": 344 + }, + "9": { + "Dice": 0.8481370726582074, + "FN": 1070, + "FP": 6446, + "IoU": 0.7363177097951165, + "TN": 2775208, + "TP": 20988, + "n_pred": 27434, + "n_ref": 22058 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0043.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0043.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9421819725484647, + "FN": 6424, + "FP": 1748, + "IoU": 0.8906843597838301, + "TN": 3254652, + "TP": 66584, + "n_pred": 68332, + "n_ref": 73008 + }, + "10": { + "Dice": 0.6316986594065548, + "FN": 16622, + "FP": 26126, + "IoU": 0.46166633084827724, + "TN": 3250000, + "TP": 36660, + "n_pred": 62786, + "n_ref": 53282 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 46, + "IoU": 0.0, + "TN": 3329362, + "TP": 0, + "n_pred": 46, + "n_ref": 0 + }, + "12": { + "Dice": 0.4395796847635727, + "FN": 42, + "FP": 598, + "IoU": 0.28170594837261503, + "TN": 3328517, + "TP": 251, + "n_pred": 849, + "n_ref": 293 + }, + "13": { + "Dice": 0.6222653262957644, + "FN": 8786, + "FP": 31720, + "IoU": 0.45165831866793016, + "TN": 3255538, + "TP": 33364, + "n_pred": 65084, + "n_ref": 42150 + }, + "14": { + "Dice": 0.9218024636625606, + "FN": 5111, + "FP": 7236, + "IoU": 0.8549476627389246, + "TN": 3244287, + "TP": 72774, + "n_pred": 80010, + "n_ref": 77885 + }, + "15": { + "Dice": 0.8072381728944851, + "FN": 2231, + "FP": 10062, + "IoU": 0.6767806904530277, + "TN": 3291375, + "TP": 25740, + "n_pred": 35802, + "n_ref": 27971 + }, + "2": { + "Dice": 0.9389063066521637, + "FN": 6445, + "FP": 5013, + "IoU": 0.8848476930343808, + "TN": 3229905, + "TP": 88045, + "n_pred": 93058, + "n_ref": 94490 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.2650401417996038, + "FN": 1041, + "FP": 6008, + "IoU": 0.1527644230769231, + "TN": 3321088, + "TP": 1271, + "n_pred": 7279, + "n_ref": 2312 + }, + "5": { + "Dice": 0.7306804145856828, + "FN": 4391, + "FP": 624, + "IoU": 0.5756473176510408, + "TN": 3317590, + "TP": 6803, + "n_pred": 7427, + "n_ref": 11194 + }, + "6": { + "Dice": 0.9649293975603376, + "FN": 16349, + "FP": 31782, + "IoU": 0.9322353424838828, + "TN": 2619141, + "TP": 662136, + "n_pred": 693918, + "n_ref": 678485 + }, + "7": { + "Dice": 0.9579143630433274, + "FN": 30696, + "FP": 14787, + "IoU": 0.9192280644428028, + "TN": 2766304, + "TP": 517621, + "n_pred": 532408, + "n_ref": 548317 + }, + "8": { + "Dice": 0.9176466513102063, + "FN": 1824, + "FP": 2931, + "IoU": 0.8478253912375588, + "TN": 3298161, + "TP": 26492, + "n_pred": 29423, + "n_ref": 28316 + }, + "9": { + "Dice": 0.6372772955687529, + "FN": 3839, + "FP": 4101, + "IoU": 0.46765001676164936, + "TN": 3314493, + "TP": 6975, + "n_pred": 11076, + "n_ref": 10814 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0049.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0049.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8680344785722958, + "FN": 718, + "FP": 369, + "IoU": 0.7668382668382668, + "TN": 1397194, + "TP": 3575, + "n_pred": 3944, + "n_ref": 4293 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9877762190593393, + "FN": 1153, + "FP": 2254, + "IoU": 0.9758476708988183, + "TN": 1260793, + "TP": 137656, + "n_pred": 139910, + "n_ref": 138809 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9117647058823529, + "FN": 196, + "FP": 68, + "IoU": 0.8378378378378378, + "TN": 1400228, + "TP": 1364, + "n_pred": 1432, + "n_ref": 1560 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.933251293270436, + "FN": 1454, + "FP": 4404, + "IoU": 0.8748558000427259, + "TN": 1355046, + "TP": 40952, + "n_pred": 45356, + "n_ref": 42406 + }, + "7": { + "Dice": 0.9820179522662701, + "FN": 5561, + "FP": 3496, + "IoU": 0.9646711889001143, + "TN": 1145493, + "TP": 247306, + "n_pred": 250802, + "n_ref": 252867 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0078.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0078.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9299745782297204, + "FN": 260, + "FP": 346, + "IoU": 0.8691144708423326, + "TN": 3149546, + "TP": 4024, + "n_pred": 4370, + "n_ref": 4284 + }, + "10": { + "Dice": 0.8006838775859121, + "FN": 4254, + "FP": 1575, + "IoU": 0.6676170382619604, + "TN": 3136639, + "TP": 11708, + "n_pred": 13283, + "n_ref": 15962 + }, + "11": { + "Dice": 0.0, + "FN": 1, + "FP": 0, + "IoU": 0.0, + "TN": 3154175, + "TP": 0, + "n_pred": 0, + "n_ref": 1 + }, + "12": { + "Dice": 0.8562300319488818, + "FN": 0, + "FP": 45, + "IoU": 0.7486033519553073, + "TN": 3153997, + "TP": 134, + "n_pred": 179, + "n_ref": 134 + }, + "13": { + "Dice": 0.7086559972466012, + "FN": 2095, + "FP": 9756, + "IoU": 0.548773987206823, + "TN": 3127912, + "TP": 14413, + "n_pred": 24169, + "n_ref": 16508 + }, + "14": { + "Dice": 0.9144418123225986, + "FN": 4828, + "FP": 3190, + "IoU": 0.8423701490189911, + "TN": 3103310, + "TP": 42848, + "n_pred": 46038, + "n_ref": 47676 + }, + "15": { + "Dice": 0.8561202576950608, + "FN": 1581, + "FP": 5253, + "IoU": 0.7484355444305382, + "TN": 3127010, + "TP": 20332, + "n_pred": 25585, + "n_ref": 21913 + }, + "2": { + "Dice": 0.946637101303329, + "FN": 2572, + "FP": 8450, + "IoU": 0.8986808843130947, + "TN": 3045391, + "TP": 97763, + "n_pred": 106213, + "n_ref": 100335 + }, + "3": { + "Dice": 0.9519217345547095, + "FN": 5910, + "FP": 3044, + "IoU": 0.90825443665724, + "TN": 3056580, + "TP": 88642, + "n_pred": 91686, + "n_ref": 94552 + }, + "4": { + "Dice": 0.7555685814771395, + "FN": 330, + "FP": 504, + "IoU": 0.6071596796985398, + "TN": 3152053, + "TP": 1289, + "n_pred": 1793, + "n_ref": 1619 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9283540487499644, + "FN": 7531, + "FP": 7583, + "IoU": 0.8662880195339455, + "TN": 3041142, + "TP": 97920, + "n_pred": 105503, + "n_ref": 105451 + }, + "7": { + "Dice": 0.8138708053963667, + "FN": 8023, + "FP": 3442, + "IoU": 0.6861569625797268, + "TN": 3117645, + "TP": 25066, + "n_pred": 28508, + "n_ref": 33089 + }, + "8": { + "Dice": 0.9326644141838163, + "FN": 1376, + "FP": 597, + "IoU": 0.8738249024748993, + "TN": 3138539, + "TP": 13664, + "n_pred": 14261, + "n_ref": 15040 + }, + "9": { + "Dice": 0.9085894077369815, + "FN": 1686, + "FP": 4909, + "IoU": 0.8324909197124787, + "TN": 3114805, + "TP": 32776, + "n_pred": 37685, + "n_ref": 34462 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0081.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0081.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7520599105797783, + "FN": 2895, + "FP": 48290, + "IoU": 0.6026410377834536, + "TN": 2674899, + "TP": 77628, + "n_pred": 125918, + "n_ref": 80523 + }, + "10": { + "Dice": 0.8837594847924505, + "FN": 1759, + "FP": 3710, + "IoU": 0.7917285502113561, + "TN": 2777453, + "TP": 20790, + "n_pred": 24500, + "n_ref": 22549 + }, + "11": { + "Dice": 0.0, + "FN": 6, + "FP": 0, + "IoU": 0.0, + "TN": 2803706, + "TP": 0, + "n_pred": 0, + "n_ref": 6 + }, + "12": { + "Dice": 0.7567824845311756, + "FN": 817, + "FP": 716, + "IoU": 0.608728943338438, + "TN": 2799794, + "TP": 2385, + "n_pred": 3101, + "n_ref": 3202 + }, + "13": { + "Dice": 0.8894749460561017, + "FN": 1749, + "FP": 1478, + "IoU": 0.8009499136442142, + "TN": 2787500, + "TP": 12985, + "n_pred": 14463, + "n_ref": 14734 + }, + "14": { + "Dice": 0.9604248217265968, + "FN": 3456, + "FP": 3065, + "IoU": 0.9238627872221185, + "TN": 2718064, + "TP": 79127, + "n_pred": 82192, + "n_ref": 82583 + }, + "15": { + "Dice": 0.8629712799905449, + "FN": 1945, + "FP": 3852, + "IoU": 0.7589705209762588, + "TN": 2779661, + "TP": 18254, + "n_pred": 22106, + "n_ref": 20199 + }, + "2": { + "Dice": 0.9424929389644919, + "FN": 2136, + "FP": 4807, + "IoU": 0.891240327077916, + "TN": 2739874, + "TP": 56895, + "n_pred": 61702, + "n_ref": 59031 + }, + "3": { + "Dice": 0.7479224376731302, + "FN": 79, + "FP": 12, + "IoU": 0.5973451327433629, + "TN": 2803486, + "TP": 135, + "n_pred": 147, + "n_ref": 214 + }, + "4": { + "Dice": 0.7686683702441794, + "FN": 3750, + "FP": 2768, + "IoU": 0.624257796737188, + "TN": 2786365, + "TP": 10829, + "n_pred": 13597, + "n_ref": 14579 + }, + "5": { + "Dice": 0.7878403047860941, + "FN": 1340, + "FP": 1333, + "IoU": 0.6499476165531692, + "TN": 2796076, + "TP": 4963, + "n_pred": 6296, + "n_ref": 6303 + }, + "6": { + "Dice": 0.9405179458018149, + "FN": 80233, + "FP": 19349, + "IoU": 0.8877148433756132, + "TN": 1916845, + "TP": 787285, + "n_pred": 806634, + "n_ref": 867518 + }, + "7": { + "Dice": 0.9460088682675617, + "FN": 3165, + "FP": 3398, + "IoU": 0.89754917265064, + "TN": 2739652, + "TP": 57497, + "n_pred": 60895, + "n_ref": 60662 + }, + "8": { + "Dice": 0.829266987693954, + "FN": 502, + "FP": 5880, + "IoU": 0.7083314290937343, + "TN": 2781831, + "TP": 15499, + "n_pred": 21379, + "n_ref": 16001 + }, + "9": { + "Dice": 0.772569870483981, + "FN": 4004, + "FP": 4337, + "IoU": 0.6294206504354007, + "TN": 2781204, + "TP": 14167, + "n_pred": 18504, + "n_ref": 18171 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0083.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0083.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6, + "FN": 12, + "FP": 0, + "IoU": 0.42857142857142855, + "TN": 1401835, + "TP": 9, + "n_pred": 9, + "n_ref": 21 + }, + "10": { + "Dice": 0.8777848279751833, + "FN": 2878, + "FP": 4056, + "IoU": 0.7821894141667975, + "TN": 1370021, + "TP": 24901, + "n_pred": 28957, + "n_ref": 27779 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.646441073512252, + "FN": 291, + "FP": 12, + "IoU": 0.47758620689655173, + "TN": 1401276, + "TP": 277, + "n_pred": 289, + "n_ref": 568 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9808905046051446, + "FN": 2363, + "FP": 3046, + "IoU": 0.962497660003744, + "TN": 1257625, + "TP": 138822, + "n_pred": 141868, + "n_ref": 141185 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 1401854, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "2": { + "Dice": 0.9710497410952456, + "FN": 349, + "FP": 389, + "IoU": 0.9437285550895921, + "TN": 1388741, + "TP": 12377, + "n_pred": 12766, + "n_ref": 12726 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 40, + "IoU": 0.0, + "TN": 1401816, + "TP": 0, + "n_pred": 40, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9832360050797013, + "FN": 2956, + "FP": 3882, + "IoU": 0.9670248061417384, + "TN": 1194488, + "TP": 200530, + "n_pred": 204412, + "n_ref": 203486 + }, + "7": { + "Dice": 0.9599643699744812, + "FN": 2148, + "FP": 1178, + "IoU": 0.9230110414110785, + "TN": 1358655, + "TP": 39875, + "n_pred": 41053, + "n_ref": 42023 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0084.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0084.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9747487276636371, + "FN": 1255, + "FP": 2104, + "IoU": 0.9507413001715769, + "TN": 1333665, + "TP": 64832, + "n_pred": 66936, + "n_ref": 66087 + }, + "10": { + "Dice": 0.8630873560451026, + "FN": 3760, + "FP": 3064, + "IoU": 0.7591501076483252, + "TN": 1373523, + "TP": 21509, + "n_pred": 24573, + "n_ref": 25269 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8628394430577693, + "FN": 1752, + "FP": 2809, + "IoU": 0.7587665943830327, + "TN": 1382949, + "TP": 14346, + "n_pred": 17155, + "n_ref": 16098 + }, + "14": { + "Dice": 0.9158346724269645, + "FN": 856, + "FP": 2339, + "IoU": 0.8447370978715133, + "TN": 1381278, + "TP": 17383, + "n_pred": 19722, + "n_ref": 18239 + }, + "15": { + "Dice": 0.8886252111656343, + "FN": 2223, + "FP": 3315, + "IoU": 0.7995729434331005, + "TN": 1374225, + "TP": 22093, + "n_pred": 25408, + "n_ref": 24316 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9369442585333206, + "FN": 1534, + "FP": 1104, + "IoU": 0.8813688896883572, + "TN": 1379619, + "TP": 19599, + "n_pred": 20703, + "n_ref": 21133 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8795288324603538, + "FN": 2766, + "FP": 2225, + "IoU": 0.7849633778543731, + "TN": 1378646, + "TP": 18219, + "n_pred": 20444, + "n_ref": 20985 + }, + "7": { + "Dice": 0.9594026514226527, + "FN": 20151, + "FP": 4620, + "IoU": 0.9219729924685085, + "TN": 1084389, + "TP": 292696, + "n_pred": 297316, + "n_ref": 312847 + }, + "8": { + "Dice": 0.9098799071551115, + "FN": 325, + "FP": 568, + "IoU": 0.8346602481022033, + "TN": 1396455, + "TP": 4508, + "n_pred": 5076, + "n_ref": 4833 + }, + "9": { + "Dice": 0.8804576695403441, + "FN": 1188, + "FP": 1821, + "IoU": 0.786444286728176, + "TN": 1387766, + "TP": 11081, + "n_pred": 12902, + "n_ref": 12269 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0086.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0086.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9101328661118412, + "FN": 5747, + "FP": 1639, + "IoU": 0.8350860740839976, + "TN": 1882765, + "TP": 37401, + "n_pred": 39040, + "n_ref": 43148 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8710457641143148, + "FN": 657, + "FP": 3395, + "IoU": 0.7715509950949991, + "TN": 1909815, + "TP": 13685, + "n_pred": 17080, + "n_ref": 14342 + }, + "14": { + "Dice": 0.9739253613045751, + "FN": 753, + "FP": 6978, + "IoU": 0.949175941569754, + "TN": 1775439, + "TP": 144382, + "n_pred": 151360, + "n_ref": 145135 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 3971, + "IoU": 0.0, + "TN": 1923581, + "TP": 0, + "n_pred": 3971, + "n_ref": 0 + }, + "2": { + "Dice": 0.9765442381579301, + "FN": 2818, + "FP": 2420, + "IoU": 0.954163603906332, + "TN": 1813276, + "TP": 109038, + "n_pred": 111458, + "n_ref": 111856 + }, + "3": { + "Dice": 0.9666499007279947, + "FN": 1981, + "FP": 4318, + "IoU": 0.9354524680541465, + "TN": 1829965, + "TP": 91288, + "n_pred": 95606, + "n_ref": 93269 + }, + "4": { + "Dice": 0.7733333333333333, + "FN": 12, + "FP": 5, + "IoU": 0.6304347826086957, + "TN": 1927506, + "TP": 29, + "n_pred": 34, + "n_ref": 41 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9773723009966894, + "FN": 3188, + "FP": 4590, + "IoU": 0.9557459688890406, + "TN": 1751794, + "TP": 167980, + "n_pred": 172570, + "n_ref": 171168 + }, + "7": { + "Dice": 0.9878121065838539, + "FN": 3302, + "FP": 3833, + "IoU": 0.9759177253641874, + "TN": 1631276, + "TP": 289141, + "n_pred": 292974, + "n_ref": 292443 + }, + "8": { + "Dice": 0.7096774193548387, + "FN": 18, + "FP": 0, + "IoU": 0.55, + "TN": 1927512, + "TP": 22, + "n_pred": 22, + "n_ref": 40 + }, + "9": { + "Dice": 0.951319497822188, + "FN": 340, + "FP": 40, + "IoU": 0.9071585634009284, + "TN": 1923459, + "TP": 3713, + "n_pred": 3753, + "n_ref": 4053 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0104.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0104.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7523387493845396, + "FN": 127, + "FP": 376, + "IoU": 0.6029992107340174, + "TN": 3853837, + "TP": 764, + "n_pred": 1140, + "n_ref": 891 + }, + "10": { + "Dice": 0.7768614796223258, + "FN": 1203, + "FP": 2531, + "IoU": 0.6351377760406488, + "TN": 3844870, + "TP": 6500, + "n_pred": 9031, + "n_ref": 7703 + }, + "11": { + "Dice": 0.6335282651072125, + "FN": 309, + "FP": 67, + "IoU": 0.463623395149786, + "TN": 3854403, + "TP": 325, + "n_pred": 392, + "n_ref": 634 + }, + "12": { + "Dice": 0.7710144927536232, + "FN": 113, + "FP": 45, + "IoU": 0.6273584905660378, + "TN": 3854680, + "TP": 266, + "n_pred": 311, + "n_ref": 379 + }, + "13": { + "Dice": 0.6903452984082498, + "FN": 15259, + "FP": 1977, + "IoU": 0.5271200855990562, + "TN": 3818655, + "TP": 19213, + "n_pred": 21190, + "n_ref": 34472 + }, + "14": { + "Dice": 0.9360699396254828, + "FN": 1507, + "FP": 3078, + "IoU": 0.8798228140071294, + "TN": 3816952, + "TP": 33567, + "n_pred": 36645, + "n_ref": 35074 + }, + "15": { + "Dice": 0.693085795349411, + "FN": 981, + "FP": 8971, + "IoU": 0.530322337061683, + "TN": 3833915, + "TP": 11237, + "n_pred": 20208, + "n_ref": 12218 + }, + "2": { + "Dice": 0.711340206185567, + "FN": 14109, + "FP": 395, + "IoU": 0.552, + "TN": 3822729, + "TP": 17871, + "n_pred": 18266, + "n_ref": 31980 + }, + "3": { + "Dice": 0.9131643499591169, + "FN": 2907, + "FP": 15678, + "IoU": 0.8402046343665363, + "TN": 3738799, + "TP": 97720, + "n_pred": 113398, + "n_ref": 100627 + }, + "4": { + "Dice": 0.8816039228092376, + "FN": 1488, + "FP": 7494, + "IoU": 0.7882752280602503, + "TN": 3812681, + "TP": 33441, + "n_pred": 40935, + "n_ref": 34929 + }, + "5": { + "Dice": 0.9288733882900021, + "FN": 1031, + "FP": 315, + "IoU": 0.8671928959052787, + "TN": 3844969, + "TP": 8789, + "n_pred": 9104, + "n_ref": 9820 + }, + "6": { + "Dice": 0.9644295343275384, + "FN": 11867, + "FP": 5490, + "IoU": 0.9313026648565853, + "TN": 3602445, + "TP": 235302, + "n_pred": 240792, + "n_ref": 247169 + }, + "7": { + "Dice": 0.7961080899724603, + "FN": 5199, + "FP": 23971, + "IoU": 0.6612787106063773, + "TN": 3768986, + "TP": 56948, + "n_pred": 80919, + "n_ref": 62147 + }, + "8": { + "Dice": 0.9732719846973065, + "FN": 1756, + "FP": 3414, + "IoU": 0.9479355488418932, + "TN": 3755804, + "TP": 94130, + "n_pred": 97544, + "n_ref": 95886 + }, + "9": { + "Dice": 0.8979367909555812, + "FN": 3400, + "FP": 1809, + "IoU": 0.8147779397646054, + "TN": 3826981, + "TP": 22914, + "n_pred": 24723, + "n_ref": 26314 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0105.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0105.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8928759993965908, + "FN": 1354, + "FP": 10008, + "IoU": 0.806482380392758, + "TN": 4322087, + "TP": 47351, + "n_pred": 57359, + "n_ref": 48705 + }, + "10": { + "Dice": 0.8699704788978788, + "FN": 7307, + "FP": 2207, + "IoU": 0.769865266926296, + "TN": 4339459, + "TP": 31827, + "n_pred": 34034, + "n_ref": 39134 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4380800, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4380800, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7678143386358683, + "FN": 1319, + "FP": 7205, + "IoU": 0.6231320187461314, + "TN": 4358182, + "TP": 14094, + "n_pred": 21299, + "n_ref": 15413 + }, + "14": { + "Dice": 0.11026241099437335, + "FN": 13143, + "FP": 76200, + "IoU": 0.05834800113829193, + "TN": 4285921, + "TP": 5536, + "n_pred": 81736, + "n_ref": 18679 + }, + "15": { + "Dice": 0.8957515890558734, + "FN": 245, + "FP": 9612, + "IoU": 0.8111866679436835, + "TN": 4328595, + "TP": 42348, + "n_pred": 51960, + "n_ref": 42593 + }, + "2": { + "Dice": 0.9707033381667368, + "FN": 870, + "FP": 1009, + "IoU": 0.9430744062045565, + "TN": 4347792, + "TP": 31129, + "n_pred": 32138, + "n_ref": 31999 + }, + "3": { + "Dice": 0.9647325591536351, + "FN": 2556, + "FP": 2701, + "IoU": 0.9318679609637243, + "TN": 4303641, + "TP": 71902, + "n_pred": 74603, + "n_ref": 74458 + }, + "4": { + "Dice": 0.7132125497127707, + "FN": 284, + "FP": 365, + "IoU": 0.5542582417582418, + "TN": 4379344, + "TP": 807, + "n_pred": 1172, + "n_ref": 1091 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4380800, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9789426404924833, + "FN": 10785, + "FP": 1170, + "IoU": 0.9587538166951302, + "TN": 4090955, + "TP": 277890, + "n_pred": 279060, + "n_ref": 288675 + }, + "7": { + "Dice": 0.9450188176666093, + "FN": 5936, + "FP": 7811, + "IoU": 0.8957684113155759, + "TN": 4248911, + "TP": 118142, + "n_pred": 125953, + "n_ref": 124078 + }, + "8": { + "Dice": 0.972676714757798, + "FN": 67, + "FP": 272, + "IoU": 0.9468068413619959, + "TN": 4374427, + "TP": 6034, + "n_pred": 6306, + "n_ref": 6101 + }, + "9": { + "Dice": 0.9226194956718103, + "FN": 495, + "FP": 1561, + "IoU": 0.8563543631663523, + "TN": 4366487, + "TP": 12257, + "n_pred": 13818, + "n_ref": 12752 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0109.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0109.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9582311288008516, + "FN": 1244, + "FP": 2366, + "IoU": 0.9198116350874075, + "TN": 3634853, + "TP": 41409, + "n_pred": 43775, + "n_ref": 42653 + }, + "10": { + "Dice": 0.9065788647353831, + "FN": 4329, + "FP": 6084, + "IoU": 0.8291214020808034, + "TN": 3618934, + "TP": 50525, + "n_pred": 56609, + "n_ref": 54854 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3679872, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7457180500658761, + "FN": 647, + "FP": 318, + "IoU": 0.5945378151260504, + "TN": 3677492, + "TP": 1415, + "n_pred": 1733, + "n_ref": 2062 + }, + "13": { + "Dice": 0.68903640936176, + "FN": 8711, + "FP": 5014, + "IoU": 0.5255953821160693, + "TN": 3650941, + "TP": 15206, + "n_pred": 20220, + "n_ref": 23917 + }, + "14": { + "Dice": 0.8276012084592145, + "FN": 956, + "FP": 6177, + "IoU": 0.7059041807536901, + "TN": 3655618, + "TP": 17121, + "n_pred": 23298, + "n_ref": 18077 + }, + "15": { + "Dice": 0.9493456010124853, + "FN": 9323, + "FP": 763, + "IoU": 0.9035755258126195, + "TN": 3575272, + "TP": 94514, + "n_pred": 95277, + "n_ref": 103837 + }, + "2": { + "Dice": 0.9829056938177735, + "FN": 1320, + "FP": 1207, + "IoU": 0.9663859957167751, + "TN": 3604695, + "TP": 72650, + "n_pred": 73857, + "n_ref": 73970 + }, + "3": { + "Dice": 0.9801808837341832, + "FN": 1169, + "FP": 2587, + "IoU": 0.9611320949966369, + "TN": 3583237, + "TP": 92879, + "n_pred": 95466, + "n_ref": 94048 + }, + "4": { + "Dice": 0.8937658006562315, + "FN": 3392, + "FP": 558, + "IoU": 0.8079354274044539, + "TN": 3659306, + "TP": 16616, + "n_pred": 17174, + "n_ref": 20008 + }, + "5": { + "Dice": 0.8869076305220883, + "FN": 834, + "FP": 574, + "IoU": 0.7967960744696204, + "TN": 3672943, + "TP": 5521, + "n_pred": 6095, + "n_ref": 6355 + }, + "6": { + "Dice": 0.9420561223030045, + "FN": 14432, + "FP": 3795, + "IoU": 0.8904594489017098, + "TN": 3513477, + "TP": 148168, + "n_pred": 151963, + "n_ref": 162600 + }, + "7": { + "Dice": 0.9186136640460636, + "FN": 6949, + "FP": 5546, + "IoU": 0.8494777800532459, + "TN": 3596861, + "TP": 70516, + "n_pred": 76062, + "n_ref": 77465 + }, + "8": { + "Dice": 0.9754693564996963, + "FN": 476, + "FP": 453, + "IoU": 0.9521134020618557, + "TN": 3660472, + "TP": 18471, + "n_pred": 18924, + "n_ref": 18947 + }, + "9": { + "Dice": 0.8094114281627691, + "FN": 1411, + "FP": 1254, + "IoU": 0.6798414223930802, + "TN": 3671548, + "TP": 5659, + "n_pred": 6913, + "n_ref": 7070 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0116.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0116.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9003652853004157, + "FN": 127, + "FP": 664, + "IoU": 0.8187857961053837, + "TN": 3325043, + "TP": 3574, + "n_pred": 4238, + "n_ref": 3701 + }, + "10": { + "Dice": 0.902306967984934, + "FN": 5176, + "FP": 3954, + "IoU": 0.8220030023589964, + "TN": 3278115, + "TP": 42163, + "n_pred": 46117, + "n_ref": 47339 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.35758196721311475, + "FN": 232, + "FP": 3530, + "IoU": 0.21771678103555833, + "TN": 3324599, + "TP": 1047, + "n_pred": 4577, + "n_ref": 1279 + }, + "14": { + "Dice": 0.6476314645806172, + "FN": 8106, + "FP": 2, + "IoU": 0.4788868179188894, + "TN": 3313849, + "TP": 7451, + "n_pred": 7453, + "n_ref": 15557 + }, + "15": { + "Dice": 0.9312557511809092, + "FN": 3694, + "FP": 1909, + "IoU": 0.8713550994168159, + "TN": 3285854, + "TP": 37951, + "n_pred": 39860, + "n_ref": 41645 + }, + "2": { + "Dice": 0.9567826885781362, + "FN": 4472, + "FP": 3996, + "IoU": 0.9171460999569488, + "TN": 3227204, + "TP": 93736, + "n_pred": 97732, + "n_ref": 98208 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8850329162488556, + "FN": 1454, + "FP": 1183, + "IoU": 0.7937749276609056, + "TN": 3316621, + "TP": 10150, + "n_pred": 11333, + "n_ref": 11604 + }, + "6": { + "Dice": 0.9603664608643696, + "FN": 898, + "FP": 694, + "IoU": 0.9237547892720307, + "TN": 3308528, + "TP": 19288, + "n_pred": 19982, + "n_ref": 20186 + }, + "7": { + "Dice": 0.9667162659566136, + "FN": 2349, + "FP": 2751, + "IoU": 0.9355767773230256, + "TN": 3250244, + "TP": 74064, + "n_pred": 76815, + "n_ref": 76413 + }, + "8": { + "Dice": 0.9334393563777539, + "FN": 3792, + "FP": 477, + "IoU": 0.8751863871590211, + "TN": 3295205, + "TP": 29934, + "n_pred": 30411, + "n_ref": 33726 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0142.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0142.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.982166196787539, + "FN": 9999, + "FP": 1558, + "IoU": 0.9649573375217557, + "TN": 1597754, + "TP": 318241, + "n_pred": 319799, + "n_ref": 328240 + }, + "10": { + "Dice": 0.8197053199865032, + "FN": 1603, + "FP": 0, + "IoU": 0.6944920907185058, + "TN": 1922305, + "TP": 3644, + "n_pred": 3644, + "n_ref": 5247 + }, + "11": { + "Dice": 0.0, + "FN": 3, + "FP": 0, + "IoU": 0.0, + "TN": 1927549, + "TP": 0, + "n_pred": 0, + "n_ref": 3 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.840585603904026, + "FN": 641, + "FP": 143, + "IoU": 0.725008768853034, + "TN": 1924701, + "TP": 2067, + "n_pred": 2210, + "n_ref": 2708 + }, + "3": { + "Dice": 0.9427792915531336, + "FN": 139, + "FP": 155, + "IoU": 0.8917525773195877, + "TN": 1924836, + "TP": 2422, + "n_pred": 2577, + "n_ref": 2561 + }, + "4": { + "Dice": 0.9622912211364067, + "FN": 2145, + "FP": 641, + "IoU": 0.9273230030782074, + "TN": 1889218, + "TP": 35548, + "n_pred": 36189, + "n_ref": 37693 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9607342217217881, + "FN": 4100, + "FP": 10686, + "IoU": 0.9244355407463434, + "TN": 1731878, + "TP": 180888, + "n_pred": 191574, + "n_ref": 184988 + }, + "7": { + "Dice": 0.9778207360623321, + "FN": 2706, + "FP": 3306, + "IoU": 0.9566039642552946, + "TN": 1789014, + "TP": 132526, + "n_pred": 135832, + "n_ref": 135232 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0147.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0147.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8227224506997224, + "FN": 11329, + "FP": 870, + "IoU": 0.6988347405322668, + "TN": 6092614, + "TP": 28307, + "n_pred": 29177, + "n_ref": 39636 + }, + "10": { + "Dice": 0.8707285455016852, + "FN": 899, + "FP": 1594, + "IoU": 0.771053356598402, + "TN": 6122231, + "TP": 8396, + "n_pred": 9990, + "n_ref": 9295 + }, + "11": { + "Dice": 0.805, + "FN": 1, + "FP": 155, + "IoU": 0.6736401673640168, + "TN": 6132642, + "TP": 322, + "n_pred": 477, + "n_ref": 323 + }, + "12": { + "Dice": 0.9181107713217805, + "FN": 71, + "FP": 170, + "IoU": 0.8486180904522613, + "TN": 6131528, + "TP": 1351, + "n_pred": 1521, + "n_ref": 1422 + }, + "13": { + "Dice": 0.7475817151127729, + "FN": 18075, + "FP": 2853, + "IoU": 0.5969105722375239, + "TN": 6081201, + "TP": 30991, + "n_pred": 33844, + "n_ref": 49066 + }, + "14": { + "Dice": 0.0, + "FN": 38, + "FP": 91600, + "IoU": 0.0, + "TN": 6041482, + "TP": 0, + "n_pred": 91600, + "n_ref": 38 + }, + "15": { + "Dice": 0.35764424957286073, + "FN": 3333, + "FP": 27872, + "IoU": 0.21776295999197834, + "TN": 6093228, + "TP": 8687, + "n_pred": 36559, + "n_ref": 12020 + }, + "2": { + "Dice": 0.9221556886227545, + "FN": 140, + "FP": 3, + "IoU": 0.8555555555555555, + "TN": 6132130, + "TP": 847, + "n_pred": 850, + "n_ref": 987 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 6133120, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.843284149102679, + "FN": 308, + "FP": 10005, + "IoU": 0.729033105622701, + "TN": 6095060, + "TP": 27747, + "n_pred": 37752, + "n_ref": 28055 + }, + "5": { + "Dice": 0.3242349048800662, + "FN": 36, + "FP": 3232, + "IoU": 0.1934846989141165, + "TN": 6129068, + "TP": 784, + "n_pred": 4016, + "n_ref": 820 + }, + "6": { + "Dice": 0.8772026706748779, + "FN": 28342, + "FP": 101965, + "IoU": 0.7812653697725988, + "TN": 5537389, + "TP": 465424, + "n_pred": 567389, + "n_ref": 493766 + }, + "7": { + "Dice": 0.799350921810911, + "FN": 13255, + "FP": 33609, + "IoU": 0.6657656565368404, + "TN": 5992907, + "TP": 93349, + "n_pred": 126958, + "n_ref": 106604 + }, + "8": { + "Dice": 0.9200049455984174, + "FN": 213, + "FP": 1081, + "IoU": 0.8518603319977104, + "TN": 6124385, + "TP": 7441, + "n_pred": 8522, + "n_ref": 7654 + }, + "9": { + "Dice": 0.8174378126656984, + "FN": 2954, + "FP": 4965, + "IoU": 0.6912429819089208, + "TN": 6107472, + "TP": 17729, + "n_pred": 22694, + "n_ref": 20683 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0171.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0171.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9517198173073037, + "FN": 2904, + "FP": 11430, + "IoU": 0.9078868732046809, + "TN": 2823331, + "TP": 141279, + "n_pred": 152709, + "n_ref": 144183 + }, + "10": { + "Dice": 0.8687469138147149, + "FN": 2791, + "FP": 11031, + "IoU": 0.767950977923277, + "TN": 2919379, + "TP": 45743, + "n_pred": 56774, + "n_ref": 48534 + }, + "11": { + "Dice": 0.5591397849462365, + "FN": 143, + "FP": 21, + "IoU": 0.3880597014925373, + "TN": 2978676, + "TP": 104, + "n_pred": 125, + "n_ref": 247 + }, + "12": { + "Dice": 0.449438202247191, + "FN": 807, + "FP": 26, + "IoU": 0.2898550724637681, + "TN": 2977771, + "TP": 340, + "n_pred": 366, + "n_ref": 1147 + }, + "13": { + "Dice": 0.74361570480369, + "FN": 2982, + "FP": 3855, + "IoU": 0.5918696275071633, + "TN": 2962192, + "TP": 9915, + "n_pred": 13770, + "n_ref": 12897 + }, + "14": { + "Dice": 0.6927588891772645, + "FN": 244, + "FP": 5675, + "IoU": 0.5299396442185514, + "TN": 2966352, + "TP": 6673, + "n_pred": 12348, + "n_ref": 6917 + }, + "15": { + "Dice": 0.9598138405503844, + "FN": 4357, + "FP": 5573, + "IoU": 0.922732754931331, + "TN": 2850429, + "TP": 118585, + "n_pred": 124158, + "n_ref": 122942 + }, + "2": { + "Dice": 0.9647192265122618, + "FN": 2263, + "FP": 5451, + "IoU": 0.9318430818165754, + "TN": 2865764, + "TP": 105466, + "n_pred": 110917, + "n_ref": 107729 + }, + "3": { + "Dice": 0.9416028741907695, + "FN": 2564, + "FP": 17705, + "IoU": 0.8896498783203306, + "TN": 2795265, + "TP": 163410, + "n_pred": 181115, + "n_ref": 165974 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 66, + "IoU": 0.0, + "TN": 2978878, + "TP": 0, + "n_pred": 66, + "n_ref": 0 + }, + "5": { + "Dice": 0.52293270840308, + "FN": 4959, + "FP": 741, + "IoU": 0.3540344514959202, + "TN": 2970120, + "TP": 3124, + "n_pred": 3865, + "n_ref": 8083 + }, + "6": { + "Dice": 0.97788216794463, + "FN": 17784, + "FP": 4496, + "IoU": 0.9567215611317661, + "TN": 2464138, + "TP": 492526, + "n_pred": 497022, + "n_ref": 510310 + }, + "7": { + "Dice": 0.904165162846583, + "FN": 3149, + "FP": 17828, + "IoU": 0.8250925524463862, + "TN": 2859012, + "TP": 98955, + "n_pred": 116783, + "n_ref": 102104 + }, + "8": { + "Dice": 0.9582211819777647, + "FN": 825, + "FP": 603, + "IoU": 0.919793304875309, + "TN": 2961140, + "TP": 16376, + "n_pred": 16979, + "n_ref": 17201 + }, + "9": { + "Dice": 0.8682131022176905, + "FN": 1541, + "FP": 3629, + "IoU": 0.7671171171171172, + "TN": 2956744, + "TP": 17030, + "n_pred": 20659, + "n_ref": 18571 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0172.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0172.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.949458288318187, + "FN": 20971, + "FP": 502, + "IoU": 0.9037797145609751, + "TN": 4683331, + "TP": 201692, + "n_pred": 202194, + "n_ref": 222663 + }, + "10": { + "Dice": 0.912610013512033, + "FN": 2019, + "FP": 5160, + "IoU": 0.8392665233745298, + "TN": 4861832, + "TP": 37485, + "n_pred": 42645, + "n_ref": 39504 + }, + "11": { + "Dice": 0.7575984055804683, + "FN": 1126, + "FP": 820, + "IoU": 0.609785442149589, + "TN": 4901509, + "TP": 3041, + "n_pred": 3861, + "n_ref": 4167 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4906496, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7789322126235505, + "FN": 9676, + "FP": 1686, + "IoU": 0.6379107046113643, + "TN": 4875117, + "TP": 20017, + "n_pred": 21703, + "n_ref": 29693 + }, + "14": { + "Dice": 0.48596019784242706, + "FN": 195, + "FP": 13004, + "IoU": 0.3209692355180574, + "TN": 4887058, + "TP": 6239, + "n_pred": 19243, + "n_ref": 6434 + }, + "15": { + "Dice": 0.777526320968218, + "FN": 18437, + "FP": 10956, + "IoU": 0.6360270444301352, + "TN": 4825740, + "TP": 51363, + "n_pred": 62319, + "n_ref": 69800 + }, + "2": { + "Dice": 0.9742627384103834, + "FN": 1770, + "FP": 1837, + "IoU": 0.9498170485690833, + "TN": 4834619, + "TP": 68270, + "n_pred": 70107, + "n_ref": 70040 + }, + "3": { + "Dice": 0.9710673112681294, + "FN": 452, + "FP": 1104, + "IoU": 0.9437617464218592, + "TN": 4878828, + "TP": 26112, + "n_pred": 27216, + "n_ref": 26564 + }, + "4": { + "Dice": 0.5550386132300499, + "FN": 18572, + "FP": 269, + "IoU": 0.3841200313807531, + "TN": 4875904, + "TP": 11751, + "n_pred": 12020, + "n_ref": 30323 + }, + "5": { + "Dice": 0.6863392488650434, + "FN": 1437, + "FP": 1603, + "IoU": 0.5224630851398052, + "TN": 4900130, + "TP": 3326, + "n_pred": 4929, + "n_ref": 4763 + }, + "6": { + "Dice": 0.9589339854108667, + "FN": 6575, + "FP": 23251, + "IoU": 0.9211077606729091, + "TN": 4528436, + "TP": 348234, + "n_pred": 371485, + "n_ref": 354809 + }, + "7": { + "Dice": 0.94730350746773, + "FN": 3344, + "FP": 2894, + "IoU": 0.8998828382043751, + "TN": 4844189, + "TP": 56069, + "n_pred": 58963, + "n_ref": 59413 + }, + "8": { + "Dice": 0.8361949980676862, + "FN": 1555, + "FP": 1412, + "IoU": 0.7185009487666034, + "TN": 4895956, + "TP": 7573, + "n_pred": 8985, + "n_ref": 9128 + }, + "9": { + "Dice": 0.897017002480789, + "FN": 676, + "FP": 2728, + "IoU": 0.8132645784190027, + "TN": 4888267, + "TP": 14825, + "n_pred": 17553, + "n_ref": 15501 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0185.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0185.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8617265087853323, + "FN": 142, + "FP": 39, + "IoU": 0.7570469798657719, + "TN": 1751575, + "TP": 564, + "n_pred": 603, + "n_ref": 706 + }, + "10": { + "Dice": 0.4, + "FN": 5, + "FP": 10, + "IoU": 0.25, + "TN": 1752300, + "TP": 5, + "n_pred": 15, + "n_ref": 10 + }, + "11": { + "Dice": 0.7853085952290799, + "FN": 1836, + "FP": 432, + "IoU": 0.6465087281795511, + "TN": 1745904, + "TP": 4148, + "n_pred": 4580, + "n_ref": 5984 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9228588783154484, + "FN": 41, + "FP": 340, + "IoU": 0.8567669172932331, + "TN": 1749660, + "TP": 2279, + "n_pred": 2619, + "n_ref": 2320 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9775060803260369, + "FN": 2196, + "FP": 2937, + "IoU": 0.9560018514708908, + "TN": 1635656, + "TP": 111531, + "n_pred": 114468, + "n_ref": 113727 + }, + "3": { + "Dice": 0.9791640833436667, + "FN": 2447, + "FP": 2762, + "IoU": 0.9591787155675718, + "TN": 1624715, + "TP": 122396, + "n_pred": 125158, + "n_ref": 124843 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9518468301902296, + "FN": 2287, + "FP": 2401, + "IoU": 0.9081180667163185, + "TN": 1701298, + "TP": 46334, + "n_pred": 48735, + "n_ref": 48621 + }, + "7": { + "Dice": 0.9605003474635163, + "FN": 3499, + "FP": 5027, + "IoU": 0.924002567119478, + "TN": 1640132, + "TP": 103662, + "n_pred": 108689, + "n_ref": 107161 + }, + "8": { + "Dice": 0.9168824659594019, + "FN": 670, + "FP": 1320, + "IoU": 0.8465216720654019, + "TN": 1739354, + "TP": 10976, + "n_pred": 12296, + "n_ref": 11646 + }, + "9": { + "Dice": 0.9579345648787002, + "FN": 752, + "FP": 949, + "IoU": 0.9192652712516018, + "TN": 1731251, + "TP": 19368, + "n_pred": 20317, + "n_ref": 20120 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0214.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0214.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9770728531692017, + "FN": 726, + "FP": 1211, + "IoU": 0.9551734512045544, + "TN": 1533877, + "TP": 41274, + "n_pred": 42485, + "n_ref": 42000 + }, + "10": { + "Dice": 0.7568587603425752, + "FN": 1404, + "FP": 1946, + "IoU": 0.6088276506305464, + "TN": 1568524, + "TP": 5214, + "n_pred": 7160, + "n_ref": 6618 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7003431400123755, + "FN": 14459, + "FP": 1522, + "IoU": 0.5388677285318559, + "TN": 1542432, + "TP": 18675, + "n_pred": 20197, + "n_ref": 33134 + }, + "14": { + "Dice": 0.9263552904911881, + "FN": 416, + "FP": 683, + "IoU": 0.8628136312570216, + "TN": 1569077, + "TP": 6912, + "n_pred": 7595, + "n_ref": 7328 + }, + "15": { + "Dice": 0.9250371551817885, + "FN": 806, + "FP": 3330, + "IoU": 0.8605294216826842, + "TN": 1547433, + "TP": 25519, + "n_pred": 28849, + "n_ref": 26325 + }, + "2": { + "Dice": 0.9428958266964002, + "FN": 409, + "FP": 1025, + "IoU": 0.8919611240864914, + "TN": 1563815, + "TP": 11839, + "n_pred": 12864, + "n_ref": 12248 + }, + "3": { + "Dice": 0.9718765806777946, + "FN": 200, + "FP": 356, + "IoU": 0.9452917445636131, + "TN": 1566925, + "TP": 9607, + "n_pred": 9963, + "n_ref": 9807 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 747, + "IoU": 0.0, + "TN": 1576341, + "TP": 0, + "n_pred": 747, + "n_ref": 0 + }, + "5": { + "Dice": 0.880556629300348, + "FN": 148, + "FP": 161, + "IoU": 0.7866022099447514, + "TN": 1575640, + "TP": 1139, + "n_pred": 1300, + "n_ref": 1287 + }, + "6": { + "Dice": 0.9689351843011451, + "FN": 13539, + "FP": 5983, + "IoU": 0.9397422640635852, + "TN": 1253113, + "TP": 304453, + "n_pred": 310436, + "n_ref": 317992 + }, + "7": { + "Dice": 0.9042869269949066, + "FN": 216, + "FP": 686, + "IoU": 0.8252953709083866, + "TN": 1571925, + "TP": 4261, + "n_pred": 4947, + "n_ref": 4477 + }, + "8": { + "Dice": 0.9240265906932573, + "FN": 241, + "FP": 79, + "IoU": 0.8587819947043248, + "TN": 1574822, + "TP": 1946, + "n_pred": 2025, + "n_ref": 2187 + }, + "9": { + "Dice": 0.9257434227440227, + "FN": 1077, + "FP": 2389, + "IoU": 0.8617526225519525, + "TN": 1552017, + "TP": 21605, + "n_pred": 23994, + "n_ref": 22682 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0279.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0279.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9659728281191574, + "FN": 877, + "FP": 3218, + "IoU": 0.9341851494696239, + "TN": 2215796, + "TP": 58125, + "n_pred": 61343, + "n_ref": 59002 + }, + "10": { + "Dice": 0.8640487184971752, + "FN": 6742, + "FP": 4063, + "IoU": 0.7606388870428213, + "TN": 2232875, + "TP": 34336, + "n_pred": 38399, + "n_ref": 41078 + }, + "11": { + "Dice": 0.6588861588861589, + "FN": 1385, + "FP": 281, + "IoU": 0.4912977099236641, + "TN": 2274741, + "TP": 1609, + "n_pred": 1890, + "n_ref": 2994 + }, + "12": { + "Dice": 0.5690796985613154, + "FN": 552, + "FP": 1335, + "IoU": 0.3977018831790616, + "TN": 2274883, + "TP": 1246, + "n_pred": 2581, + "n_ref": 1798 + }, + "13": { + "Dice": 0.703944203944204, + "FN": 3512, + "FP": 1412, + "IoU": 0.5431434403414362, + "TN": 2267238, + "TP": 5854, + "n_pred": 7266, + "n_ref": 9366 + }, + "14": { + "Dice": 0.9413678416336253, + "FN": 1870, + "FP": 2167, + "IoU": 0.8892303470983675, + "TN": 2241571, + "TP": 32408, + "n_pred": 34575, + "n_ref": 34278 + }, + "15": { + "Dice": 0.8623074123498726, + "FN": 2670, + "FP": 1870, + "IoU": 0.7579441245468117, + "TN": 2259260, + "TP": 14216, + "n_pred": 16086, + "n_ref": 16886 + }, + "2": { + "Dice": 0.936393357718577, + "FN": 1208, + "FP": 757, + "IoU": 0.8803944244932741, + "TN": 2261587, + "TP": 14464, + "n_pred": 15221, + "n_ref": 15672 + }, + "3": { + "Dice": 0.959272531674093, + "FN": 3534, + "FP": 2069, + "IoU": 0.9217326926300498, + "TN": 2206428, + "TP": 65985, + "n_pred": 68054, + "n_ref": 69519 + }, + "4": { + "Dice": 0.6773206392383543, + "FN": 804, + "FP": 145, + "IoU": 0.5120822622107969, + "TN": 2276071, + "TP": 996, + "n_pred": 1141, + "n_ref": 1800 + }, + "5": { + "Dice": 0.5731274405395811, + "FN": 3975, + "FP": 835, + "IoU": 0.4016668739893022, + "TN": 2269977, + "TP": 3229, + "n_pred": 4064, + "n_ref": 7204 + }, + "6": { + "Dice": 0.9629173596498483, + "FN": 6044, + "FP": 6063, + "IoU": 0.9284866240984778, + "TN": 2108719, + "TP": 157190, + "n_pred": 163253, + "n_ref": 163234 + }, + "7": { + "Dice": 0.9650571976075721, + "FN": 5542, + "FP": 8900, + "IoU": 0.932473944817719, + "TN": 2064143, + "TP": 199431, + "n_pred": 208331, + "n_ref": 204973 + }, + "8": { + "Dice": 0.7987193763919822, + "FN": 1901, + "FP": 16897, + "IoU": 0.6648899188876014, + "TN": 2221921, + "TP": 37297, + "n_pred": 54194, + "n_ref": 39198 + }, + "9": { + "Dice": 0.9056425389276455, + "FN": 2281, + "FP": 4306, + "IoU": 0.8275564165663124, + "TN": 2239818, + "TP": 31611, + "n_pred": 35917, + "n_ref": 33892 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0281.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0281.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9881771345185979, + "FN": 1812, + "FP": 1761, + "IoU": 0.9766305627501766, + "TN": 4052676, + "TP": 149319, + "n_pred": 151080, + "n_ref": 151131 + }, + "10": { + "Dice": 0.9188306870455557, + "FN": 2887, + "FP": 2583, + "IoU": 0.8498490255284107, + "TN": 4169138, + "TP": 30960, + "n_pred": 33543, + "n_ref": 33847 + }, + "11": { + "Dice": 0.0, + "FN": 414, + "FP": 0, + "IoU": 0.0, + "TN": 4205154, + "TP": 0, + "n_pred": 0, + "n_ref": 414 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4205568, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9296362941346485, + "FN": 6206, + "FP": 1341, + "IoU": 0.8685237448172538, + "TN": 4148166, + "TP": 49855, + "n_pred": 51196, + "n_ref": 56061 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4205568, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4205568, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8304967932537609, + "FN": 37069, + "FP": 1544, + "IoU": 0.7101278461342122, + "TN": 4072361, + "TP": 94594, + "n_pred": 96138, + "n_ref": 131663 + }, + "3": { + "Dice": 0.8856019263737845, + "FN": 4966, + "FP": 30000, + "IoU": 0.7946908266738693, + "TN": 4035259, + "TP": 135343, + "n_pred": 165343, + "n_ref": 140309 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4205568, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8909609061015711, + "FN": 5765, + "FP": 1696, + "IoU": 0.8033629391455605, + "TN": 4167625, + "TP": 30482, + "n_pred": 32178, + "n_ref": 36247 + }, + "6": { + "Dice": 0.9733351479258768, + "FN": 17484, + "FP": 12885, + "IoU": 0.948055391162455, + "TN": 3620926, + "TP": 554273, + "n_pred": 567158, + "n_ref": 571757 + }, + "7": { + "Dice": 0.9256576281558295, + "FN": 18860, + "FP": 17100, + "IoU": 0.8616039471354788, + "TN": 3945734, + "TP": 223874, + "n_pred": 240974, + "n_ref": 242734 + }, + "8": { + "Dice": 0.974220721087328, + "FN": 1623, + "FP": 911, + "IoU": 0.9497371813944263, + "TN": 4155153, + "TP": 47881, + "n_pred": 48792, + "n_ref": 49504 + }, + "9": { + "Dice": 0.9402240033032745, + "FN": 4499, + "FP": 3608, + "IoU": 0.8871912613928894, + "TN": 4133703, + "TP": 63758, + "n_pred": 67366, + "n_ref": 68257 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0294.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0294.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.20123839009287925, + "FN": 353, + "FP": 7903, + "IoU": 0.11187607573149742, + "TN": 2093488, + "TP": 1040, + "n_pred": 8943, + "n_ref": 1393 + }, + "10": { + "Dice": 0.8903543735053264, + "FN": 629, + "FP": 884, + "IoU": 0.8023772204806687, + "TN": 2095128, + "TP": 6143, + "n_pred": 7027, + "n_ref": 6772 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8941947070941841, + "FN": 1518, + "FP": 485, + "IoU": 0.8086366676220502, + "TN": 2092317, + "TP": 8464, + "n_pred": 8949, + "n_ref": 9982 + }, + "14": { + "Dice": 0.9043659043659044, + "FN": 12, + "FP": 1828, + "IoU": 0.825426944971537, + "TN": 2092244, + "TP": 8700, + "n_pred": 10528, + "n_ref": 8712 + }, + "15": { + "Dice": 0.0, + "FN": 692, + "FP": 357, + "IoU": 0.0, + "TN": 2101735, + "TP": 0, + "n_pred": 357, + "n_ref": 692 + }, + "2": { + "Dice": 0.9203830369357046, + "FN": 1791, + "FP": 2574, + "IoU": 0.8525088697415104, + "TN": 2073189, + "TP": 25230, + "n_pred": 27804, + "n_ref": 27021 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 17, + "FP": 0, + "IoU": 0.0, + "TN": 2102767, + "TP": 0, + "n_pred": 0, + "n_ref": 17 + }, + "5": { + "Dice": 0.8455897980871413, + "FN": 623, + "FP": 2283, + "IoU": 0.7324864217987664, + "TN": 2091921, + "TP": 7957, + "n_pred": 10240, + "n_ref": 8580 + }, + "6": { + "Dice": 0.9847782200854528, + "FN": 3198, + "FP": 4312, + "IoU": 0.9700128972492523, + "TN": 1852343, + "TP": 242931, + "n_pred": 247243, + "n_ref": 246129 + }, + "7": { + "Dice": 0.9104417170269765, + "FN": 4150, + "FP": 1600, + "IoU": 0.8356062555393544, + "TN": 2067807, + "TP": 29227, + "n_pred": 30827, + "n_ref": 33377 + }, + "8": { + "Dice": 0.8006909186076944, + "FN": 16037, + "FP": 3002, + "IoU": 0.6676268286721833, + "TN": 2045502, + "TP": 38243, + "n_pred": 41245, + "n_ref": 54280 + }, + "9": { + "Dice": 0.897186884070955, + "FN": 1754, + "FP": 1115, + "IoU": 0.8135439006953922, + "TN": 2087397, + "TP": 12518, + "n_pred": 13633, + "n_ref": 14272 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0299.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0299.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9713060366676729, + "FN": 3262, + "FP": 6814, + "IoU": 0.9442128283918833, + "TN": 4200185, + "TP": 170539, + "n_pred": 177353, + "n_ref": 173801 + }, + "10": { + "Dice": 0.25533723477294273, + "FN": 33192, + "FP": 12362, + "IoU": 0.1463533468255753, + "TN": 4327436, + "TP": 7810, + "n_pred": 20172, + "n_ref": 41002 + }, + "11": { + "Dice": 0.0, + "FN": 113, + "FP": 0, + "IoU": 0.0, + "TN": 4380687, + "TP": 0, + "n_pred": 0, + "n_ref": 113 + }, + "12": { + "Dice": 0.5199440167949615, + "FN": 113, + "FP": 1259, + "IoU": 0.3513002364066194, + "TN": 4378685, + "TP": 743, + "n_pred": 2002, + "n_ref": 856 + }, + "13": { + "Dice": 0.12953349824060204, + "FN": 18141, + "FP": 6844, + "IoU": 0.06925197437043659, + "TN": 4353956, + "TP": 1859, + "n_pred": 8703, + "n_ref": 20000 + }, + "14": { + "Dice": 0.0007934540044631788, + "FN": 13144, + "FP": 7005, + "IoU": 0.00039688445701245226, + "TN": 4360643, + "TP": 8, + "n_pred": 7013, + "n_ref": 13152 + }, + "15": { + "Dice": 0.0, + "FN": 1263, + "FP": 5304, + "IoU": 0.0, + "TN": 4374233, + "TP": 0, + "n_pred": 5304, + "n_ref": 1263 + }, + "2": { + "Dice": 0.965942916527484, + "FN": 6941, + "FP": 2235, + "IoU": 0.9341292003761584, + "TN": 4241497, + "TP": 130127, + "n_pred": 132362, + "n_ref": 137068 + }, + "3": { + "Dice": 0.9755816608560222, + "FN": 3121, + "FP": 4044, + "IoU": 0.9523274072496939, + "TN": 4230504, + "TP": 143131, + "n_pred": 147175, + "n_ref": 146252 + }, + "4": { + "Dice": 0.513068365488477, + "FN": 61728, + "FP": 31, + "IoU": 0.34505175193009247, + "TN": 4286504, + "TP": 32537, + "n_pred": 32568, + "n_ref": 94265 + }, + "5": { + "Dice": 0.8286252354048964, + "FN": 72, + "FP": 19, + "IoU": 0.707395498392283, + "TN": 4380489, + "TP": 220, + "n_pred": 239, + "n_ref": 292 + }, + "6": { + "Dice": 0.9524028209383757, + "FN": 41268, + "FP": 36050, + "IoU": 0.909130761302242, + "TN": 3529929, + "TP": 773553, + "n_pred": 809603, + "n_ref": 814821 + }, + "7": { + "Dice": 0.4676881376350563, + "FN": 61211, + "FP": 9488, + "IoU": 0.3052173314857946, + "TN": 4279043, + "TP": 31058, + "n_pred": 40546, + "n_ref": 92269 + }, + "8": { + "Dice": 0.7211538461538461, + "FN": 163, + "FP": 11, + "IoU": 0.5639097744360902, + "TN": 4380401, + "TP": 225, + "n_pred": 236, + "n_ref": 388 + }, + "9": { + "Dice": 0.7219188191881919, + "FN": 1562, + "FP": 2206, + "IoU": 0.56484582515302, + "TN": 4372141, + "TP": 4891, + "n_pred": 7097, + "n_ref": 6453 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0330.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0330.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3855104, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9390210049042288, + "FN": 457, + "FP": 202, + "IoU": 0.8850514564800279, + "TN": 3849371, + "TP": 5074, + "n_pred": 5276, + "n_ref": 5531 + }, + "11": { + "Dice": 0.8574005185435689, + "FN": 661, + "FP": 604, + "IoU": 0.750394632991318, + "TN": 3850036, + "TP": 3803, + "n_pred": 4407, + "n_ref": 4464 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3855104, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7071530466680253, + "FN": 1362, + "FP": 75, + "IoU": 0.5469735182849937, + "TN": 3851932, + "TP": 1735, + "n_pred": 1810, + "n_ref": 3097 + }, + "14": { + "Dice": 0.9638323272745616, + "FN": 1082, + "FP": 1069, + "IoU": 0.9301895365442036, + "TN": 3824292, + "TP": 28661, + "n_pred": 29730, + "n_ref": 29743 + }, + "15": { + "Dice": 0.9383460424425134, + "FN": 745, + "FP": 298, + "IoU": 0.8838530066815145, + "TN": 3846124, + "TP": 7937, + "n_pred": 8235, + "n_ref": 8682 + }, + "2": { + "Dice": 0.9693119624706802, + "FN": 1189, + "FP": 695, + "IoU": 0.9404513559643467, + "TN": 3823466, + "TP": 29754, + "n_pred": 30449, + "n_ref": 30943 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3855104, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.7875, + "FN": 24, + "FP": 10, + "IoU": 0.6494845360824743, + "TN": 3855007, + "TP": 63, + "n_pred": 73, + "n_ref": 87 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3855104, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9659403096903096, + "FN": 4320, + "FP": 6590, + "IoU": 0.9341243244875163, + "TN": 3689489, + "TP": 154705, + "n_pred": 161295, + "n_ref": 159025 + }, + "7": { + "Dice": 0.9595715003858762, + "FN": 6653, + "FP": 4767, + "IoU": 0.9222849054420982, + "TN": 3708157, + "TP": 135527, + "n_pred": 140294, + "n_ref": 142180 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3855104, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9275285723723327, + "FN": 642, + "FP": 455, + "IoU": 0.8648515461377356, + "TN": 3846987, + "TP": 7020, + "n_pred": 7475, + "n_ref": 7662 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0378.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0378.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9453621346886912, + "FN": 8, + "FP": 35, + "IoU": 0.8963855421686747, + "TN": 1927137, + "TP": 372, + "n_pred": 407, + "n_ref": 380 + }, + "10": { + "Dice": 0.9020029284937064, + "FN": 3590, + "FP": 3705, + "IoU": 0.8214984829206224, + "TN": 1886684, + "TP": 33573, + "n_pred": 37278, + "n_ref": 37163 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7359231776516805, + "FN": 583, + "FP": 22, + "IoU": 0.5821823204419889, + "TN": 1926104, + "TP": 843, + "n_pred": 865, + "n_ref": 1426 + }, + "13": { + "Dice": 0.9164463572087304, + "FN": 880, + "FP": 1838, + "IoU": 0.8457784838856105, + "TN": 1909928, + "TP": 14906, + "n_pred": 16744, + "n_ref": 15786 + }, + "14": { + "Dice": 0.9938942643972954, + "FN": 101, + "FP": 1575, + "IoU": 0.9878626363280854, + "TN": 1789466, + "TP": 136410, + "n_pred": 137985, + "n_ref": 136511 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9699835724154048, + "FN": 1852, + "FP": 2515, + "IoU": 0.9417166041613837, + "TN": 1852625, + "TP": 70560, + "n_pred": 73075, + "n_ref": 72412 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8765392684484175, + "FN": 2802, + "FP": 2612, + "IoU": 0.780213534689238, + "TN": 1902919, + "TP": 19219, + "n_pred": 21831, + "n_ref": 22021 + }, + "7": { + "Dice": 0.9781809366034991, + "FN": 2165, + "FP": 5395, + "IoU": 0.957293685001384, + "TN": 1750529, + "TP": 169463, + "n_pred": 174858, + "n_ref": 171628 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0391.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2848640/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset317_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__precomputed-queries__unc-pred_entropy__seed-12346/gt_segmentations/amos_0391.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": 0.7920232977481294, + "FN": 4934.859555555555, + "FP": 5403.975111111111, + "IoU": 0.7077025069516761, + "TN": 2864774.3493333333, + "TP": 45420.149333333335, + "n_pred": 50824.124444444446, + "n_ref": 50355.00888888889 + }, + "mean": { + "1": { + "Dice": 0.8935492838674912, + "FN": 2331.286666666667, + "FP": 2854.1133333333332, + "IoU": 0.8401887376350665, + "TN": 2865984.1933333334, + "TP": 49363.740000000005, + "n_pred": 52217.85333333334, + "n_ref": 51695.02666666666 + }, + "10": { + "Dice": 0.8139307492958514, + "FN": 5630.753333333333, + "FP": 4926.42, + "IoU": 0.7078891547190768, + "TN": 2884380.993333333, + "TP": 25595.166666666668, + "n_pred": 30521.586666666662, + "n_ref": 31225.920000000002 + }, + "11": { + "Dice": 0.5468485975728393, + "FN": 196.73333333333335, + "FP": 185.96666666666664, + "IoU": 0.42669897408585405, + "TN": 2919709.9333333336, + "TP": 440.7, + "n_pred": 626.6666666666667, + "n_ref": 637.4333333333332 + }, + "12": { + "Dice": 0.5651975737042638, + "FN": 282.9866666666667, + "FP": 207.4, + "IoU": 0.4441053511859733, + "TN": 2919427.7333333334, + "TP": 615.2133333333334, + "n_pred": 822.6133333333333, + "n_ref": 898.2 + }, + "13": { + "Dice": 0.7573243864644011, + "FN": 5886.64, + "FP": 4897.0, + "IoU": 0.6348770019668948, + "TN": 2891647.853333333, + "TP": 18101.84, + "n_pred": 22998.840000000004, + "n_ref": 23988.480000000003 + }, + "14": { + "Dice": 0.8107251727388123, + "FN": 4743.386666666667, + "FP": 13379.9, + "IoU": 0.7425943854462485, + "TN": 2859866.086666667, + "TP": 42543.96, + "n_pred": 55923.86, + "n_ref": 47287.346666666665 + }, + "15": { + "Dice": 0.7119562132529127, + "FN": 3288.286666666666, + "FP": 5763.166666666667, + "IoU": 0.6235080243408219, + "TN": 2886827.486666667, + "TP": 24654.393333333333, + "n_pred": 30417.559999999998, + "n_ref": 27942.68 + }, + "2": { + "Dice": 0.9027671660901353, + "FN": 4999.56, + "FP": 2106.3733333333334, + "IoU": 0.8468148939546062, + "TN": 2871395.46, + "TP": 42031.94, + "n_pred": 44138.31333333334, + "n_ref": 47031.49999999999 + }, + "3": { + "Dice": 0.9007020046757631, + "FN": 7382.92, + "FP": 3315.1333333333337, + "IoU": 0.8559680234429468, + "TN": 2861908.1466666665, + "TP": 47927.13333333333, + "n_pred": 51242.26666666667, + "n_ref": 55310.05333333333 + }, + "4": { + "Dice": 0.7110230273912376, + "FN": 2240.313333333333, + "FP": 1787.8066666666668, + "IoU": 0.6153756469867442, + "TN": 2904729.1666666665, + "TP": 11776.046666666667, + "n_pred": 13563.853333333333, + "n_ref": 14016.36 + }, + "5": { + "Dice": 0.7080530471937962, + "FN": 820.7866666666666, + "FP": 725.4066666666665, + "IoU": 0.5887319673154388, + "TN": 2916311.666666667, + "TP": 2675.473333333333, + "n_pred": 3400.88, + "n_ref": 3496.2599999999998 + }, + "6": { + "Dice": 0.9421227538407427, + "FN": 18359.486666666664, + "FP": 20229.90666666667, + "IoU": 0.8978538195461352, + "TN": 2627978.493333333, + "TP": 253965.44666666668, + "n_pred": 274195.35333333333, + "n_ref": 272324.93333333335 + }, + "7": { + "Dice": 0.8497274958505138, + "FN": 14306.579999999998, + "FP": 16979.473333333335, + "IoU": 0.7781675889257149, + "TN": 2763158.8466666667, + "TP": 126088.43333333332, + "n_pred": 143067.90666666668, + "n_ref": 140395.01333333334 + }, + "8": { + "Dice": 0.9058193974204691, + "FN": 1336.5733333333333, + "FP": 1324.52, + "IoU": 0.843627121961936, + "TN": 2899273.62, + "TP": 18598.62, + "n_pred": 19923.14, + "n_ref": 19935.193333333336 + }, + "9": { + "Dice": 0.8606025968627128, + "FN": 2216.6, + "FP": 2377.04, + "IoU": 0.7691369127616839, + "TN": 2899015.56, + "TP": 16924.13333333333, + "n_pred": 19301.173333333332, + "n_ref": 19140.73333333333 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/loop_000/summary.json b/nnActive_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/loop_000/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f5c4564bae576e96da403cd6904ad1c56241e9c5 --- /dev/null +++ b/nnActive_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/loop_000/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.18126406961795619, + "FN": 133969.39866666668, + "FP": 120218.93733333332, + "IoU": 0.11110446525185336, + "TN": 96150151.372, + "TP": 52621.132, + "n_pred": 172840.06933333335, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.18705750270404398, + "FN": 158251.26, + "FP": 113073.48, + "IoU": 0.10882051049221644, + "TN": 96149599.22, + "TP": 36036.88, + "n_pred": 149110.36, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.15757218834100084, + "FN": 58966.92, + "FP": 104603.52, + "IoU": 0.09096071945511207, + "TN": 96278134.76, + "TP": 15255.64, + "n_pred": 119859.16, + "n_ref": 74222.56 + }, + "11": { + "Dice": 0.18296299582751152, + "FN": 3174.72, + "FP": 684.38, + "IoU": 0.11047298175207412, + "TN": 96452576.08, + "TP": 525.66, + "n_pred": 1210.04, + "n_ref": 3700.38 + }, + "12": { + "Dice": 0.0014889696315213716, + "FN": 4233.96, + "FP": 13.86, + "IoU": 0.0007718837861881122, + "TN": 96452710.32, + "TP": 2.7, + "n_pred": 16.56, + "n_ref": 4236.66 + }, + "13": { + "Dice": 0.05961523733760166, + "FN": 55220.48, + "FP": 18184.66, + "IoU": 0.0325126364158181, + "TN": 96380918.04, + "TP": 2637.66, + "n_pred": 20822.32, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.16092378580026437, + "FN": 90105.36, + "FP": 722112.0, + "IoU": 0.09764780501713152, + "TN": 95596490.7, + "TP": 48252.78, + "n_pred": 770364.78, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.1959908603601606, + "FN": 44718.2, + "FP": 29020.2, + "IoU": 0.12169248619954169, + "TN": 96373893.6, + "TP": 9328.84, + "n_pred": 38349.04, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.12074615067617123, + "FN": 142592.96, + "FP": 30941.48, + "IoU": 0.07451093504267407, + "TN": 96269177.66, + "TP": 14248.74, + "n_pred": 45190.22, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.17138700527156953, + "FN": 139172.64, + "FP": 84705.86, + "IoU": 0.09898061788339546, + "TN": 96208852.4, + "TP": 24229.94, + "n_pred": 108935.8, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.24531527237942544, + "FN": 20750.1, + "FP": 6830.02, + "IoU": 0.16367521710916239, + "TN": 96423553.32, + "TP": 5827.4, + "n_pred": 12657.42, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.07609132147932965, + "FN": 16494.02, + "FP": 2536.08, + "IoU": 0.04248209484167709, + "TN": 96437272.6, + "TP": 658.14, + "n_pred": 3194.22, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.45174794540392066, + "FN": 826127.0, + "FP": 400928.32, + "IoU": 0.30072120431445465, + "TN": 94696808.9, + "TP": 533096.62, + "n_pred": 934024.94, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.11580844088494857, + "FN": 313257.36, + "FP": 84383.12, + "IoU": 0.06413140455905081, + "TN": 96033653.06, + "TP": 25667.3, + "n_pred": 110050.42, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.33716956453874636, + "FN": 80976.26, + "FP": 129868.38, + "IoU": 0.20845621529308775, + "TN": 96194723.28, + "TP": 51392.92, + "n_pred": 181261.3, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.25508380363312694, + "FN": 55499.74, + "FP": 75398.7, + "IoU": 0.15073026661621616, + "TN": 96303906.64, + "TP": 22155.76, + "n_pred": 97554.46, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.17417220448203447, + "FN": 62418, + "FP": 224648, + "IoU": 0.0953935551367942, + "TN": 119275982, + "TP": 30272, + "n_pred": 254920, + "n_ref": 92690 + }, + "10": { + "Dice": 0.17067530341147436, + "FN": 61054, + "FP": 77731, + "IoU": 0.09329962238511491, + "TN": 119440254, + "TP": 14281, + "n_pred": 92012, + "n_ref": 75335 + }, + "11": { + "Dice": 0.12896825396825398, + "FN": 3286, + "FP": 226, + "IoU": 0.0689289501590668, + "TN": 119589548, + "TP": 260, + "n_pred": 486, + "n_ref": 3546 + }, + "12": { + "Dice": 0.0, + "FN": 4465, + "FP": 0, + "IoU": 0.0, + "TN": 119588855, + "TP": 0, + "n_pred": 0, + "n_ref": 4465 + }, + "13": { + "Dice": 0.0012521818319799652, + "FN": 52691, + "FP": 52593, + "IoU": 0.0006264831514000949, + "TN": 119487970, + "TP": 66, + "n_pred": 52659, + "n_ref": 52757 + }, + "14": { + "Dice": 0.023461606438513832, + "FN": 220272, + "FP": 2045092, + "IoU": 0.011870048421492495, + "TN": 117300743, + "TP": 27213, + "n_pred": 2072305, + "n_ref": 247485 + }, + "15": { + "Dice": 0.12564551309130723, + "FN": 25576, + "FP": 75843, + "IoU": 0.067034018361452, + "TN": 119484614, + "TP": 7287, + "n_pred": 83130, + "n_ref": 32863 + }, + "2": { + "Dice": 0.0, + "FN": 140798, + "FP": 10453, + "IoU": 0.0, + "TN": 119442069, + "TP": 0, + "n_pred": 10453, + "n_ref": 140798 + }, + "3": { + "Dice": 0.3022155884136387, + "FN": 121784, + "FP": 102613, + "IoU": 0.1780058683253294, + "TN": 119320329, + "TP": 48594, + "n_pred": 151207, + "n_ref": 170378 + }, + "4": { + "Dice": 0.24452046116812365, + "FN": 66124, + "FP": 5432, + "IoU": 0.13928983833718245, + "TN": 119510184, + "TP": 11580, + "n_pred": 17012, + "n_ref": 77704 + }, + "5": { + "Dice": 0.0, + "FN": 64264, + "FP": 2330, + "IoU": 0.0, + "TN": 119526726, + "TP": 0, + "n_pred": 2330, + "n_ref": 64264 + }, + "6": { + "Dice": 0.432918323149405, + "FN": 698277, + "FP": 568812, + "IoU": 0.2762576638758564, + "TN": 117842574, + "TP": 483657, + "n_pred": 1052469, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 100551, + "IoU": 0.0, + "TN": 119492769, + "TP": 0, + "n_pred": 100551, + "n_ref": 0 + }, + "8": { + "Dice": 0.16427683867980078, + "FN": 247305, + "FP": 151528, + "IoU": 0.08948889578843555, + "TN": 119155288, + "TP": 39199, + "n_pred": 190727, + "n_ref": 286504 + }, + "9": { + "Dice": 0.2158237643057758, + "FN": 59590, + "FP": 63539, + "IoU": 0.1209654965625067, + "TN": 119453247, + "TP": 16944, + "n_pred": 80483, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4701571882051478, + "FN": 127097, + "FP": 11441, + "IoU": 0.30732385352292957, + "TN": 72625656, + "TP": 61466, + "n_pred": 72907, + "n_ref": 188563 + }, + "10": { + "Dice": 0.34227616445319947, + "FN": 41519, + "FP": 61987, + "IoU": 0.20647357365184993, + "TN": 72695222, + "TP": 26932, + "n_pred": 88919, + "n_ref": 68451 + }, + "11": { + "Dice": 0.06416131989000917, + "FN": 2142, + "FP": 921, + "IoU": 0.03314393939393939, + "TN": 72822492, + "TP": 105, + "n_pred": 1026, + "n_ref": 2247 + }, + "12": { + "Dice": 0.0, + "FN": 2874, + "FP": 0, + "IoU": 0.0, + "TN": 72822786, + "TP": 0, + "n_pred": 0, + "n_ref": 2874 + }, + "13": { + "Dice": 0.0009191176470588235, + "FN": 50157, + "FP": 6367, + "IoU": 0.0004597701149425287, + "TN": 72769110, + "TP": 26, + "n_pred": 6393, + "n_ref": 50183 + }, + "14": { + "Dice": 0.06112012791222575, + "FN": 41414, + "FP": 1048434, + "IoU": 0.031523421740621796, + "TN": 71700338, + "TP": 35474, + "n_pred": 1083908, + "n_ref": 76888 + }, + "15": { + "Dice": 0.5911562257278303, + "FN": 20409, + "FP": 10121, + "IoU": 0.4196038173453481, + "TN": 72773058, + "TP": 22072, + "n_pred": 32193, + "n_ref": 42481 + }, + "2": { + "Dice": 0.0, + "FN": 135843, + "FP": 5276, + "IoU": 0.0, + "TN": 72684541, + "TP": 0, + "n_pred": 5276, + "n_ref": 135843 + }, + "3": { + "Dice": 0.26877812732548756, + "FN": 93015, + "FP": 92700, + "IoU": 0.155253426246435, + "TN": 72605813, + "TP": 34132, + "n_pred": 126832, + "n_ref": 127147 + }, + "4": { + "Dice": 0.014693997502020424, + "FN": 26810, + "FP": 12, + "IoU": 0.007401376656058027, + "TN": 72798638, + "TP": 200, + "n_pred": 212, + "n_ref": 27010 + }, + "5": { + "Dice": 0.04974955429153578, + "FN": 8346, + "FP": 2847, + "IoU": 0.02550931568866446, + "TN": 72814174, + "TP": 293, + "n_pred": 3140, + "n_ref": 8639 + }, + "6": { + "Dice": 0.40268615706546157, + "FN": 805784, + "FP": 386817, + "IoU": 0.25210208929615124, + "TN": 71231056, + "TP": 402003, + "n_pred": 788820, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.08547724235410756, + "FN": 226121, + "FP": 46918, + "IoU": 0.04464676223499733, + "TN": 72539861, + "TP": 12760, + "n_pred": 59678, + "n_ref": 238881 + }, + "8": { + "Dice": 0.30816942369435274, + "FN": 34246, + "FP": 73279, + "IoU": 0.18215146836232535, + "TN": 72694187, + "TP": 23948, + "n_pred": 97227, + "n_ref": 58194 + }, + "9": { + "Dice": 0.1024519940915805, + "FN": 69315, + "FP": 82595, + "IoU": 0.05399177979823141, + "TN": 72665080, + "TP": 8670, + "n_pred": 91265, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.2954162079409555, + "FN": 197520, + "FP": 100712, + "IoU": 0.17330694408639707, + "TN": 71448735, + "TP": 62521, + "n_pred": 163233, + "n_ref": 260041 + }, + "10": { + "Dice": 0.21409097066991803, + "FN": 68433, + "FP": 117205, + "IoU": 0.11987787012322032, + "TN": 71598565, + "TP": 25285, + "n_pred": 142490, + "n_ref": 93718 + }, + "11": { + "Dice": 0.11022514071294559, + "FN": 3134, + "FP": 660, + "IoU": 0.0583271283196823, + "TN": 71805459, + "TP": 235, + "n_pred": 895, + "n_ref": 3369 + }, + "12": { + "Dice": 0.0, + "FN": 6509, + "FP": 0, + "IoU": 0.0, + "TN": 71802979, + "TP": 0, + "n_pred": 0, + "n_ref": 6509 + }, + "13": { + "Dice": 0.0182997266478332, + "FN": 63101, + "FP": 22732, + "IoU": 0.00923435642307204, + "TN": 71722855, + "TP": 800, + "n_pred": 23532, + "n_ref": 63901 + }, + "14": { + "Dice": 0.1282822149697956, + "FN": 430900, + "FP": 809530, + "IoU": 0.06853715661398467, + "TN": 70477787, + "TP": 91271, + "n_pred": 900801, + "n_ref": 522171 + }, + "15": { + "Dice": 0.0, + "FN": 180663, + "FP": 12320, + "IoU": 0.0, + "TN": 71616505, + "TP": 0, + "n_pred": 12320, + "n_ref": 180663 + }, + "2": { + "Dice": 0.0, + "FN": 146874, + "FP": 20914, + "IoU": 0.0, + "TN": 71641700, + "TP": 0, + "n_pred": 20914, + "n_ref": 146874 + }, + "3": { + "Dice": 0.3255507001902741, + "FN": 132212, + "FP": 86491, + "IoU": 0.19442254849237162, + "TN": 71538002, + "TP": 52783, + "n_pred": 139274, + "n_ref": 184995 + }, + "4": { + "Dice": 0.5771285425406695, + "FN": 4414, + "FP": 9597, + "IoU": 0.40560834888851177, + "TN": 71785916, + "TP": 9561, + "n_pred": 19158, + "n_ref": 13975 + }, + "5": { + "Dice": 0.22551845342706503, + "FN": 8739, + "FP": 2278, + "IoU": 0.1270897710165597, + "TN": 71796867, + "TP": 1604, + "n_pred": 3882, + "n_ref": 10343 + }, + "6": { + "Dice": 0.5436760091513732, + "FN": 654578, + "FP": 341904, + "IoU": 0.37332078065579566, + "TN": 70219389, + "TP": 593617, + "n_pred": 935521, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.23573787064982515, + "FN": 195266, + "FP": 63277, + "IoU": 0.13361839305401502, + "TN": 71511071, + "TP": 39874, + "n_pred": 103151, + "n_ref": 235140 + }, + "8": { + "Dice": 0.47209037254473346, + "FN": 20764, + "FP": 114478, + "IoU": 0.3089779421908611, + "TN": 71613775, + "TP": 60471, + "n_pred": 174949, + "n_ref": 81235 + }, + "9": { + "Dice": 0.30564426016573737, + "FN": 61213, + "FP": 61204, + "IoU": 0.1803896625602571, + "TN": 71660128, + "TP": 26943, + "n_pred": 88147, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.19940700964160912, + "FN": 155447, + "FP": 316276, + "IoU": 0.11074518822930608, + "TN": 134915040, + "TP": 58747, + "n_pred": 375023, + "n_ref": 214194 + }, + "10": { + "Dice": 0.1808061546554445, + "FN": 57638, + "FP": 191528, + "IoU": 0.09938806417916382, + "TN": 135168847, + "TP": 27497, + "n_pred": 219025, + "n_ref": 85135 + }, + "11": { + "Dice": 0.07525655644241733, + "FN": 3382, + "FP": 673, + "IoU": 0.03909952606635071, + "TN": 135441290, + "TP": 165, + "n_pred": 838, + "n_ref": 3547 + }, + "12": { + "Dice": 0.0, + "FN": 5508, + "FP": 32, + "IoU": 0.0, + "TN": 135439970, + "TP": 0, + "n_pred": 32, + "n_ref": 5508 + }, + "13": { + "Dice": 0.04922154237596171, + "FN": 38948, + "FP": 23830, + "IoU": 0.02523174386286353, + "TN": 135381107, + "TP": 1625, + "n_pred": 25455, + "n_ref": 40573 + }, + "14": { + "Dice": 0.16852723774807615, + "FN": 49810, + "FP": 869892, + "IoU": 0.09201733229210579, + "TN": 134432603, + "TP": 93205, + "n_pred": 963097, + "n_ref": 143015 + }, + "15": { + "Dice": 0.3906681656165303, + "FN": 28885, + "FP": 41034, + "IoU": 0.2427517788872884, + "TN": 135353177, + "TP": 22414, + "n_pred": 63448, + "n_ref": 51299 + }, + "2": { + "Dice": 0.0, + "FN": 209539, + "FP": 6922, + "IoU": 0.0, + "TN": 135229049, + "TP": 0, + "n_pred": 6922, + "n_ref": 209539 + }, + "3": { + "Dice": 0.10631258226136024, + "FN": 204935, + "FP": 163762, + "IoU": 0.05614051256057569, + "TN": 135054883, + "TP": 21930, + "n_pred": 185692, + "n_ref": 226865 + }, + "4": { + "Dice": 0.6351498077882443, + "FN": 15197, + "FP": 9669, + "IoU": 0.4653622876800688, + "TN": 135399000, + "TP": 21644, + "n_pred": 31313, + "n_ref": 36841 + }, + "5": { + "Dice": 0.02857624262847515, + "FN": 27620, + "FP": 1207, + "IoU": 0.01449523093227582, + "TN": 135416259, + "TP": 424, + "n_pred": 1631, + "n_ref": 28044 + }, + "6": { + "Dice": 0.5849511911137865, + "FN": 789725, + "FP": 448647, + "IoU": 0.41337880887246714, + "TN": 133334485, + "TP": 872653, + "n_pred": 1321300, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.19499594910165371, + "FN": 158054, + "FP": 179774, + "IoU": 0.1080307542825761, + "TN": 135066766, + "TP": 40916, + "n_pred": 220690, + "n_ref": 198970 + }, + "8": { + "Dice": 0.18734335724890933, + "FN": 238463, + "FP": 205432, + "IoU": 0.10335292014519423, + "TN": 134950449, + "TP": 51166, + "n_pred": 256598, + "n_ref": 289629 + }, + "9": { + "Dice": 0.2036308000644203, + "FN": 75275, + "FP": 102739, + "IoU": 0.11335687567551414, + "TN": 135244737, + "TP": 22759, + "n_pred": 125498, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0853885663567448, + "FN": 244477, + "FP": 6957, + "IoU": 0.04459837900072577, + "TN": 105490834, + "TP": 11737, + "n_pred": 18694, + "n_ref": 256214 + }, + "10": { + "Dice": 0.07479150647660732, + "FN": 55427, + "FP": 69713, + "IoU": 0.038848523018786774, + "TN": 105623807, + "TP": 5058, + "n_pred": 74771, + "n_ref": 60485 + }, + "11": { + "Dice": 0.13123209169054442, + "FN": 2240, + "FP": 792, + "IoU": 0.07022385771235817, + "TN": 105750744, + "TP": 229, + "n_pred": 1021, + "n_ref": 2469 + }, + "12": { + "Dice": 0.0, + "FN": 4404, + "FP": 0, + "IoU": 0.0, + "TN": 105749601, + "TP": 0, + "n_pred": 0, + "n_ref": 4404 + }, + "13": { + "Dice": 0.062072319681494806, + "FN": 78158, + "FP": 4767, + "IoU": 0.03203025598524554, + "TN": 105668336, + "TP": 2744, + "n_pred": 7511, + "n_ref": 80902 + }, + "14": { + "Dice": 0.3985667784694976, + "FN": 100292, + "FP": 191272, + "IoU": 0.24888129777186976, + "TN": 105365832, + "TP": 96609, + "n_pred": 287881, + "n_ref": 196901 + }, + "15": { + "Dice": 0.33120937938065503, + "FN": 20135, + "FP": 11353, + "IoU": 0.19847269950362734, + "TN": 105714720, + "TP": 7797, + "n_pred": 19150, + "n_ref": 27932 + }, + "2": { + "Dice": 0.12027647970008981, + "FN": 139030, + "FP": 63719, + "IoU": 0.06398626095868593, + "TN": 105537396, + "TP": 13860, + "n_pred": 77579, + "n_ref": 152890 + }, + "3": { + "Dice": 0.30583324489723723, + "FN": 128232, + "FP": 68002, + "IoU": 0.18052133532669065, + "TN": 105514543, + "TP": 43228, + "n_pred": 111230, + "n_ref": 171460 + }, + "4": { + "Dice": 0.030205445948149355, + "FN": 40113, + "FP": 7469, + "IoU": 0.01533431285309273, + "TN": 105705682, + "TP": 741, + "n_pred": 8210, + "n_ref": 40854 + }, + "5": { + "Dice": 0.18151710082160372, + "FN": 10940, + "FP": 1911, + "IoU": 0.09981787615578594, + "TN": 105739729, + "TP": 1425, + "n_pred": 3336, + "n_ref": 12365 + }, + "6": { + "Dice": 0.46210722523638303, + "FN": 1014618, + "FP": 200563, + "IoU": 0.30048078306851506, + "TN": 104016839, + "TP": 521985, + "n_pred": 722548, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.11912417077042041, + "FN": 247893, + "FP": 55123, + "IoU": 0.06333441523314941, + "TN": 105430500, + "TP": 20489, + "n_pred": 75612, + "n_ref": 268382 + }, + "8": { + "Dice": 0.3845104085215621, + "FN": 36543, + "FP": 130331, + "IoU": 0.23801478545564134, + "TN": 105535006, + "TP": 52125, + "n_pred": 182456, + "n_ref": 88668 + }, + "9": { + "Dice": 0.38124477922534694, + "FN": 48792, + "FP": 35652, + "IoU": 0.23551725074462018, + "TN": 105643546, + "TP": 26015, + "n_pred": 61667, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.08450329096189489, + "FN": 230092, + "FP": 271754, + "IoU": 0.044115602268160234, + "TN": 96612873, + "TP": 23161, + "n_pred": 294915, + "n_ref": 253253 + }, + "10": { + "Dice": 0.32649901698189465, + "FN": 64912, + "FP": 131722, + "IoU": 0.19509938762812326, + "TN": 96893584, + "TP": 47662, + "n_pred": 179384, + "n_ref": 112574 + }, + "11": { + "Dice": 0.5681293302540416, + "FN": 1839, + "FP": 779, + "IoU": 0.3967741935483871, + "TN": 97133540, + "TP": 1722, + "n_pred": 2501, + "n_ref": 3561 + }, + "12": { + "Dice": 0.0, + "FN": 4518, + "FP": 0, + "IoU": 0.0, + "TN": 97133362, + "TP": 0, + "n_pred": 0, + "n_ref": 4518 + }, + "13": { + "Dice": 0.31068010914541194, + "FN": 37771, + "FP": 16038, + "IoU": 0.18390839463107606, + "TN": 97071945, + "TP": 12126, + "n_pred": 28164, + "n_ref": 49897 + }, + "14": { + "Dice": 0.32577694349692865, + "FN": 171442, + "FP": 213596, + "IoU": 0.19458395476727866, + "TN": 96659819, + "TP": 93023, + "n_pred": 306619, + "n_ref": 264465 + }, + "15": { + "Dice": 0.08348628027970331, + "FN": 19620, + "FP": 40803, + "IoU": 0.043561535417491096, + "TN": 97074705, + "TP": 2752, + "n_pred": 43555, + "n_ref": 22372 + }, + "2": { + "Dice": 0.26669118999448227, + "FN": 114803, + "FP": 12781, + "IoU": 0.15386247877758913, + "TN": 96987096, + "TP": 23200, + "n_pred": 35981, + "n_ref": 138003 + }, + "3": { + "Dice": 0.027164387630038943, + "FN": 155216, + "FP": 77353, + "IoU": 0.013769209892458526, + "TN": 96902064, + "TP": 3247, + "n_pred": 80600, + "n_ref": 158463 + }, + "4": { + "Dice": 0.581067472306143, + "FN": 9032, + "FP": 17592, + "IoU": 0.40951029098651526, + "TN": 97092792, + "TP": 18464, + "n_pred": 36056, + "n_ref": 27496 + }, + "5": { + "Dice": 0.004515400741815836, + "FN": 14591, + "FP": 3928, + "IoU": 0.0022628091158881525, + "TN": 97119319, + "TP": 42, + "n_pred": 3970, + "n_ref": 14633 + }, + "6": { + "Dice": 0.5667399068819385, + "FN": 760194, + "FP": 371461, + "IoU": 0.3954201401428782, + "TN": 95266076, + "TP": 740149, + "n_pred": 1111610, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.2132926415734147, + "FN": 198898, + "FP": 209422, + "IoU": 0.11937749098500665, + "TN": 96674208, + "TP": 55352, + "n_pred": 264774, + "n_ref": 254250 + }, + "8": { + "Dice": 0.47094768135319015, + "FN": 36650, + "FP": 168717, + "IoU": 0.3079997169553834, + "TN": 96841107, + "TP": 91406, + "n_pred": 260123, + "n_ref": 128056 + }, + "9": { + "Dice": 0.38904375721906365, + "FN": 20920, + "FP": 128771, + "IoU": 0.24149864961413928, + "TN": 96940529, + "TP": 47660, + "n_pred": 176431, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.1953088887609738, + "FN": 117524, + "FP": 343803, + "IoU": 0.10822289063466535, + "TN": 130249480, + "TP": 55985, + "n_pred": 399788, + "n_ref": 173509 + }, + "10": { + "Dice": 0.10141987829614604, + "FN": 60648, + "FP": 233504, + "IoU": 0.053418803418803416, + "TN": 130456040, + "TP": 16600, + "n_pred": 250104, + "n_ref": 77248 + }, + "11": { + "Dice": 0.1611459265890779, + "FN": 3689, + "FP": 59, + "IoU": 0.08763388510223953, + "TN": 130762684, + "TP": 360, + "n_pred": 419, + "n_ref": 4049 + }, + "12": { + "Dice": 0.0018012608826178324, + "FN": 3325, + "FP": 0, + "IoU": 0.0009014423076923077, + "TN": 130763464, + "TP": 3, + "n_pred": 3, + "n_ref": 3328 + }, + "13": { + "Dice": 0.0014868111882541915, + "FN": 61311, + "FP": 13906, + "IoU": 0.0007439586571546239, + "TN": 130691519, + "TP": 56, + "n_pred": 13962, + "n_ref": 61367 + }, + "14": { + "Dice": 0.09505716316858064, + "FN": 85149, + "FP": 1329102, + "IoU": 0.04990027066990297, + "TN": 129278263, + "TP": 74278, + "n_pred": 1403380, + "n_ref": 159427 + }, + "15": { + "Dice": 0.21389423789068288, + "FN": 23014, + "FP": 19442, + "IoU": 0.11975451982086581, + "TN": 130718560, + "TP": 5776, + "n_pred": 25218, + "n_ref": 28790 + }, + "2": { + "Dice": 0.0, + "FN": 166331, + "FP": 21113, + "IoU": 0.0, + "TN": 130579348, + "TP": 0, + "n_pred": 21113, + "n_ref": 166331 + }, + "3": { + "Dice": 0.06134829786316239, + "FN": 158229, + "FP": 81130, + "IoU": 0.03164482707004179, + "TN": 130519611, + "TP": 7822, + "n_pred": 88952, + "n_ref": 166051 + }, + "4": { + "Dice": 0.431266846361186, + "FN": 20576, + "FP": 4111, + "IoU": 0.27491408934707906, + "TN": 130732745, + "TP": 9360, + "n_pred": 13471, + "n_ref": 29936 + }, + "5": { + "Dice": 0.0970429107147969, + "FN": 29614, + "FP": 1929, + "IoU": 0.05099584812563933, + "TN": 130733554, + "TP": 1695, + "n_pred": 3624, + "n_ref": 31309 + }, + "6": { + "Dice": 0.5229837210129895, + "FN": 668414, + "FP": 551423, + "IoU": 0.35408121660762604, + "TN": 128878262, + "TP": 668693, + "n_pred": 1220116, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.11354592191857758, + "FN": 410072, + "FP": 143929, + "IoU": 0.06019013303205187, + "TN": 130177310, + "TP": 35481, + "n_pred": 179410, + "n_ref": 445553 + }, + "8": { + "Dice": 0.27441133084149466, + "FN": 168365, + "FP": 158734, + "IoU": 0.15902476398115964, + "TN": 130377840, + "TP": 61853, + "n_pred": 220587, + "n_ref": 230218 + }, + "9": { + "Dice": 0.14521265558606214, + "FN": 77885, + "FP": 206360, + "IoU": 0.07829073021411269, + "TN": 130458403, + "TP": 24144, + "n_pred": 230504, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.2555230826765655, + "FN": 163948, + "FP": 51048, + "IoU": 0.14647547361567656, + "TN": 71984116, + "TP": 36896, + "n_pred": 87944, + "n_ref": 200844 + }, + "10": { + "Dice": 0.001346263068217674, + "FN": 62535, + "FP": 127365, + "IoU": 0.0006735849453764709, + "TN": 72045980, + "TP": 128, + "n_pred": 127493, + "n_ref": 62663 + }, + "11": { + "Dice": 0.0, + "FN": 2687, + "FP": 440, + "IoU": 0.0, + "TN": 72232881, + "TP": 0, + "n_pred": 440, + "n_ref": 2687 + }, + "12": { + "Dice": 0.0, + "FN": 4071, + "FP": 0, + "IoU": 0.0, + "TN": 72231937, + "TP": 0, + "n_pred": 0, + "n_ref": 4071 + }, + "13": { + "Dice": 0.023623692523261103, + "FN": 69477, + "FP": 9960, + "IoU": 0.011953033657553671, + "TN": 72155610, + "TP": 961, + "n_pred": 10921, + "n_ref": 70438 + }, + "14": { + "Dice": 0.03704395586615106, + "FN": 61253, + "FP": 593404, + "IoU": 0.018871515731008964, + "TN": 71568759, + "TP": 12592, + "n_pred": 605996, + "n_ref": 73845 + }, + "15": { + "Dice": 0.19048126064735946, + "FN": 22949, + "FP": 22669, + "IoU": 0.10526625478081789, + "TN": 72185023, + "TP": 5367, + "n_pred": 28036, + "n_ref": 28316 + }, + "2": { + "Dice": 0.08663898226880232, + "FN": 120723, + "FP": 17843, + "IoU": 0.045281042869544846, + "TN": 72090870, + "TP": 6572, + "n_pred": 24415, + "n_ref": 127295 + }, + "3": { + "Dice": 0.35701708370782953, + "FN": 114820, + "FP": 77619, + "IoU": 0.21729811075183536, + "TN": 71990143, + "TP": 53426, + "n_pred": 131045, + "n_ref": 168246 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 4036, + "IoU": 0.0, + "TN": 72231972, + "TP": 0, + "n_pred": 4036, + "n_ref": 0 + }, + "5": { + "Dice": 0.18781308411214953, + "FN": 6971, + "FP": 3892, + "IoU": 0.10363891410182358, + "TN": 72223889, + "TP": 1256, + "n_pred": 5148, + "n_ref": 8227 + }, + "6": { + "Dice": 0.39252561394298086, + "FN": 989934, + "FP": 625341, + "IoU": 0.24418778759256538, + "TN": 70098870, + "TP": 521863, + "n_pred": 1147204, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.11479940163013845, + "FN": 314627, + "FP": 65271, + "IoU": 0.06089505898173692, + "TN": 71831476, + "TP": 24634, + "n_pred": 89905, + "n_ref": 339261 + }, + "8": { + "Dice": 0.32231718965829476, + "FN": 22194, + "FP": 168653, + "IoU": 0.19212045785499002, + "TN": 71999776, + "TP": 45385, + "n_pred": 214038, + "n_ref": 67579 + }, + "9": { + "Dice": 0.15906439613491127, + "FN": 38780, + "FP": 75837, + "IoU": 0.08640410658632042, + "TN": 72110551, + "TP": 10840, + "n_pred": 86677, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 88992, + "FP": 65759, + "IoU": 0.0, + "TN": 52398369, + "TP": 0, + "n_pred": 65759, + "n_ref": 88992 + }, + "10": { + "Dice": 0.0, + "FN": 47184, + "FP": 26608, + "IoU": 0.0, + "TN": 52479328, + "TP": 0, + "n_pred": 26608, + "n_ref": 47184 + }, + "11": { + "Dice": 0.0, + "FN": 2042, + "FP": 692, + "IoU": 0.0, + "TN": 52550386, + "TP": 0, + "n_pred": 692, + "n_ref": 2042 + }, + "12": { + "Dice": 0.0, + "FN": 4066, + "FP": 0, + "IoU": 0.0, + "TN": 52549054, + "TP": 0, + "n_pred": 0, + "n_ref": 4066 + }, + "13": { + "Dice": 0.0, + "FN": 21615, + "FP": 7457, + "IoU": 0.0, + "TN": 52524048, + "TP": 0, + "n_pred": 7457, + "n_ref": 21615 + }, + "14": { + "Dice": 0.0003897535145015187, + "FN": 55605, + "FP": 1134427, + "IoU": 0.0001949147416035434, + "TN": 51362856, + "TP": 232, + "n_pred": 1134659, + "n_ref": 55837 + }, + "15": { + "Dice": 0.0, + "FN": 25269, + "FP": 13011, + "IoU": 0.0, + "TN": 52514840, + "TP": 0, + "n_pred": 13011, + "n_ref": 25269 + }, + "2": { + "Dice": 0.0, + "FN": 135076, + "FP": 13893, + "IoU": 0.0, + "TN": 52404151, + "TP": 0, + "n_pred": 13893, + "n_ref": 135076 + }, + "3": { + "Dice": 0.4121854199525836, + "FN": 80765, + "FP": 97006, + "IoU": 0.2595929179213574, + "TN": 52313021, + "TP": 62328, + "n_pred": 159334, + "n_ref": 143093 + }, + "4": { + "Dice": 0.0, + "FN": 1880, + "FP": 0, + "IoU": 0.0, + "TN": 52551240, + "TP": 0, + "n_pred": 0, + "n_ref": 1880 + }, + "5": { + "Dice": 0.11610439210693825, + "FN": 5826, + "FP": 1117, + "IoU": 0.06162994999324233, + "TN": 52545721, + "TP": 456, + "n_pred": 1573, + "n_ref": 6282 + }, + "6": { + "Dice": 0.20875000878797284, + "FN": 668900, + "FP": 118931, + "IoU": 0.11653873541499628, + "TN": 51661365, + "TP": 103924, + "n_pred": 222855, + "n_ref": 772824 + }, + "7": { + "Dice": 0.005171235251577623, + "FN": 192542, + "FP": 8300, + "IoU": 0.002592320375042212, + "TN": 52351756, + "TP": 522, + "n_pred": 8822, + "n_ref": 193064 + }, + "8": { + "Dice": 0.5851915093076202, + "FN": 24575, + "FP": 24983, + "IoU": 0.41361888422173576, + "TN": 52468605, + "TP": 34957, + "n_pred": 59940, + "n_ref": 59532 + }, + "9": { + "Dice": 0.18879014518257808, + "FN": 67362, + "FP": 24832, + "IoU": 0.10423427449913526, + "TN": 52450198, + "TP": 10728, + "n_pred": 35560, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.2658980403310052, + "FN": 195490, + "FP": 341394, + "IoU": 0.15333472109203994, + "TN": 143503134, + "TP": 97232, + "n_pred": 438626, + "n_ref": 292722 + }, + "10": { + "Dice": 0.0766755992515365, + "FN": 82728, + "FP": 291801, + "IoU": 0.03986618129614438, + "TN": 143747170, + "TP": 15551, + "n_pred": 307352, + "n_ref": 98279 + }, + "11": { + "Dice": 0.1532258064516129, + "FN": 5992, + "FP": 938, + "IoU": 0.08296943231441048, + "TN": 144129693, + "TP": 627, + "n_pred": 1565, + "n_ref": 6619 + }, + "12": { + "Dice": 0.0, + "FN": 5646, + "FP": 0, + "IoU": 0.0, + "TN": 144131604, + "TP": 0, + "n_pred": 0, + "n_ref": 5646 + }, + "13": { + "Dice": 0.029185725397289794, + "FN": 102256, + "FP": 33791, + "IoU": 0.014808967934420532, + "TN": 143999158, + "TP": 2045, + "n_pred": 35836, + "n_ref": 104301 + }, + "14": { + "Dice": 0.11089997296069493, + "FN": 247265, + "FP": 2363547, + "IoU": 0.058705188382482364, + "TN": 141363611, + "TP": 162827, + "n_pred": 2526374, + "n_ref": 410092 + }, + "15": { + "Dice": 0.0, + "FN": 22666, + "FP": 24384, + "IoU": 0.0, + "TN": 144090200, + "TP": 0, + "n_pred": 24384, + "n_ref": 22666 + }, + "2": { + "Dice": 0.0, + "FN": 138037, + "FP": 9393, + "IoU": 0.0, + "TN": 143989820, + "TP": 0, + "n_pred": 9393, + "n_ref": 138037 + }, + "3": { + "Dice": 0.2351142946975852, + "FN": 136434, + "FP": 109271, + "IoU": 0.13321785880593223, + "TN": 143853782, + "TP": 37763, + "n_pred": 147034, + "n_ref": 174197 + }, + "4": { + "Dice": 0.5744328236626998, + "FN": 20495, + "FP": 24956, + "IoU": 0.4029503717520952, + "TN": 144061124, + "TP": 30675, + "n_pred": 55631, + "n_ref": 51170 + }, + "5": { + "Dice": 0.0116661189615511, + "FN": 31919, + "FP": 4171, + "IoU": 0.00586728369556235, + "TN": 144100947, + "TP": 213, + "n_pred": 4384, + "n_ref": 32132 + }, + "6": { + "Dice": 0.48501226015170795, + "FN": 548498, + "FP": 1171817, + "IoU": 0.3201426964684719, + "TN": 141606844, + "TP": 810091, + "n_pred": 1981908, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.18681651983062708, + "FN": 209949, + "FP": 130548, + "IoU": 0.1030323306349428, + "TN": 143757641, + "TP": 39112, + "n_pred": 169660, + "n_ref": 249061 + }, + "8": { + "Dice": 0.43647741444071897, + "FN": 112217, + "FP": 189635, + "IoU": 0.27916284578939327, + "TN": 143718498, + "TP": 116900, + "n_pred": 306535, + "n_ref": 229117 + }, + "9": { + "Dice": 0.38630998831860636, + "FN": 54610, + "FP": 72001, + "IoU": 0.23939541394080296, + "TN": 143970789, + "TP": 39850, + "n_pred": 111851, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3189642775099779, + "FN": 128620, + "FP": 236029, + "IoU": 0.18974271233065432, + "TN": 111328879, + "TP": 85392, + "n_pred": 321421, + "n_ref": 214012 + }, + "10": { + "Dice": 0.135861903476409, + "FN": 36943, + "FP": 78295, + "IoU": 0.07288188773663082, + "TN": 111654623, + "TP": 9059, + "n_pred": 87354, + "n_ref": 46002 + }, + "11": { + "Dice": 0.0, + "FN": 3795, + "FP": 41, + "IoU": 0.0, + "TN": 111775084, + "TP": 0, + "n_pred": 41, + "n_ref": 3795 + }, + "12": { + "Dice": 0.0, + "FN": 4660, + "FP": 0, + "IoU": 0.0, + "TN": 111774260, + "TP": 0, + "n_pred": 0, + "n_ref": 4660 + }, + "13": { + "Dice": 0.10033405785473588, + "FN": 49504, + "FP": 12169, + "IoU": 0.0528166850964492, + "TN": 111713808, + "TP": 3439, + "n_pred": 15608, + "n_ref": 52943 + }, + "14": { + "Dice": 0.04768900099026616, + "FN": 35198, + "FP": 2232424, + "IoU": 0.02442694889003614, + "TN": 109454520, + "TP": 56778, + "n_pred": 2289202, + "n_ref": 91976 + }, + "15": { + "Dice": 0.34866771616815345, + "FN": 4752, + "FP": 17590, + "IoU": 0.21114328084174847, + "TN": 111750598, + "TP": 5980, + "n_pred": 23570, + "n_ref": 10732 + }, + "2": { + "Dice": 0.0, + "FN": 206309, + "FP": 10604, + "IoU": 0.0, + "TN": 111562007, + "TP": 0, + "n_pred": 10604, + "n_ref": 206309 + }, + "3": { + "Dice": 0.12066781702033923, + "FN": 50292, + "FP": 141318, + "IoU": 0.06420781707096705, + "TN": 111574163, + "TP": 13147, + "n_pred": 154465, + "n_ref": 63439 + }, + "4": { + "Dice": 0.45006026516673364, + "FN": 13078, + "FP": 610, + "IoU": 0.2903727513090362, + "TN": 111759631, + "TP": 5601, + "n_pred": 6211, + "n_ref": 18679 + }, + "5": { + "Dice": 0.0022662889518413596, + "FN": 26386, + "FP": 29, + "IoU": 0.0011344299489506524, + "TN": 111752475, + "TP": 30, + "n_pred": 59, + "n_ref": 26416 + }, + "6": { + "Dice": 0.40468583495075133, + "FN": 822340, + "FP": 391046, + "IoU": 0.2536715612615766, + "TN": 110153113, + "TP": 412421, + "n_pred": 803467, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.014855924497538645, + "FN": 236023, + "FP": 78169, + "IoU": 0.007483549773977211, + "TN": 111462359, + "TP": 2369, + "n_pred": 80538, + "n_ref": 238392 + }, + "8": { + "Dice": 0.2430369097313675, + "FN": 213115, + "FP": 186370, + "IoU": 0.13832784028161238, + "TN": 111315304, + "TP": 64131, + "n_pred": 250501, + "n_ref": 277246 + }, + "9": { + "Dice": 0.16177643498148667, + "FN": 65025, + "FP": 93670, + "IoU": 0.08800694216965789, + "TN": 111604911, + "TP": 15314, + "n_pred": 108984, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.2853145313338624, + "FN": 134306, + "FP": 21489, + "IoU": 0.16639467502795718, + "TN": 198900982, + "TP": 31098, + "n_pred": 52587, + "n_ref": 165404 + }, + "10": { + "Dice": 0.036836855413022805, + "FN": 61539, + "FP": 21503, + "IoU": 0.018764031667257475, + "TN": 199003245, + "TP": 1588, + "n_pred": 23091, + "n_ref": 63127 + }, + "11": { + "Dice": 0.11747187293183323, + "FN": 4080, + "FP": 1254, + "IoU": 0.06240112497802777, + "TN": 199082186, + "TP": 355, + "n_pred": 1609, + "n_ref": 4435 + }, + "12": { + "Dice": 0.0, + "FN": 3335, + "FP": 0, + "IoU": 0.0, + "TN": 199084540, + "TP": 0, + "n_pred": 0, + "n_ref": 3335 + }, + "13": { + "Dice": 0.004518232774237548, + "FN": 35488, + "FP": 11221, + "IoU": 0.002264231549716971, + "TN": 199041060, + "TP": 106, + "n_pred": 11327, + "n_ref": 35594 + }, + "14": { + "Dice": 0.018252531043902946, + "FN": 27258, + "FP": 2090871, + "IoU": 0.00921032136022741, + "TN": 196950056, + "TP": 19690, + "n_pred": 2110561, + "n_ref": 46948 + }, + "15": { + "Dice": 0.21651866909168718, + "FN": 118328, + "FP": 28136, + "IoU": 0.1214022627203033, + "TN": 198921173, + "TP": 20238, + "n_pred": 48374, + "n_ref": 138566 + }, + "2": { + "Dice": 0.0, + "FN": 129578, + "FP": 37395, + "IoU": 0.0, + "TN": 198920902, + "TP": 0, + "n_pred": 37395, + "n_ref": 129578 + }, + "3": { + "Dice": 0.4757389219466364, + "FN": 46168, + "FP": 158060, + "IoU": 0.3121111788501504, + "TN": 198790984, + "TP": 92663, + "n_pred": 250723, + "n_ref": 138831 + }, + "4": { + "Dice": 0.0, + "FN": 17120, + "FP": 768, + "IoU": 0.0, + "TN": 199069987, + "TP": 0, + "n_pred": 768, + "n_ref": 17120 + }, + "5": { + "Dice": 0.04182971258939414, + "FN": 19603, + "FP": 1700, + "IoU": 0.021361631753031973, + "TN": 199066107, + "TP": 465, + "n_pred": 2165, + "n_ref": 20068 + }, + "6": { + "Dice": 0.294075652337237, + "FN": 836386, + "FP": 693309, + "IoU": 0.17238493180552902, + "TN": 197239558, + "TP": 318622, + "n_pred": 1011931, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.042741815091696236, + "FN": 152454, + "FP": 14264, + "IoU": 0.021837596808260973, + "TN": 198917435, + "TP": 3722, + "n_pred": 17986, + "n_ref": 156176 + }, + "8": { + "Dice": 0.44878169469340845, + "FN": 62124, + "FP": 76008, + "IoU": 0.28930917921620886, + "TN": 198893512, + "TP": 56231, + "n_pred": 132239, + "n_ref": 118355 + }, + "9": { + "Dice": 0.33019080740671114, + "FN": 68270, + "FP": 74252, + "IoU": 0.1977416395066732, + "TN": 198910224, + "TP": 35129, + "n_pred": 109381, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.1451938992847251, + "FN": 160209, + "FP": 124338, + "IoU": 0.07827982624638419, + "TN": 130766479, + "TP": 24166, + "n_pred": 148504, + "n_ref": 184375 + }, + "10": { + "Dice": 0.1702473600462896, + "FN": 53298, + "FP": 233506, + "IoU": 0.09304392098081442, + "TN": 130758965, + "TP": 29423, + "n_pred": 262929, + "n_ref": 82721 + }, + "11": { + "Dice": 0.4836795252225519, + "FN": 2278, + "FP": 1550, + "IoU": 0.31898238747553814, + "TN": 131069571, + "TP": 1793, + "n_pred": 3343, + "n_ref": 4071 + }, + "12": { + "Dice": 0.0, + "FN": 4635, + "FP": 58, + "IoU": 0.0, + "TN": 131070499, + "TP": 0, + "n_pred": 58, + "n_ref": 4635 + }, + "13": { + "Dice": 0.19790307421365283, + "FN": 79314, + "FP": 8587, + "IoU": 0.10981821864398197, + "TN": 130976447, + "TP": 10844, + "n_pred": 19431, + "n_ref": 90158 + }, + "14": { + "Dice": 0.00494134826686851, + "FN": 55229, + "FP": 502174, + "IoU": 0.0024767934830266275, + "TN": 130516405, + "TP": 1384, + "n_pred": 503558, + "n_ref": 56613 + }, + "15": { + "Dice": 0.09260855351145719, + "FN": 24463, + "FP": 36599, + "IoU": 0.0485524634609991, + "TN": 131011014, + "TP": 3116, + "n_pred": 39715, + "n_ref": 27579 + }, + "2": { + "Dice": 0.1251036871389141, + "FN": 147361, + "FP": 32998, + "IoU": 0.06672565639003591, + "TN": 130881938, + "TP": 12895, + "n_pred": 45893, + "n_ref": 160256 + }, + "3": { + "Dice": 0.13920475333304064, + "FN": 171046, + "FP": 64230, + "IoU": 0.07480928037750688, + "TN": 130820892, + "TP": 19024, + "n_pred": 83254, + "n_ref": 190070 + }, + "4": { + "Dice": 0.09631561453299584, + "FN": 69313, + "FP": 1375, + "IoU": 0.05059431871600296, + "TN": 131000737, + "TP": 3767, + "n_pred": 5142, + "n_ref": 73080 + }, + "5": { + "Dice": 0.2236919706799225, + "FN": 12044, + "FP": 6384, + "IoU": 0.12593084475643884, + "TN": 131054109, + "TP": 2655, + "n_pred": 9039, + "n_ref": 14699 + }, + "6": { + "Dice": 0.5573280979184083, + "FN": 644296, + "FP": 664139, + "IoU": 0.38631659569598253, + "TN": 128943091, + "TP": 823666, + "n_pred": 1487805, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.028511548987714394, + "FN": 761737, + "FP": 290044, + "IoU": 0.014461940658630172, + "TN": 130007977, + "TP": 15434, + "n_pred": 305478, + "n_ref": 777171 + }, + "8": { + "Dice": 0.4448843514470663, + "FN": 42450, + "FP": 171511, + "IoU": 0.28607798517173955, + "TN": 130775494, + "TP": 85737, + "n_pred": 257248, + "n_ref": 128187 + }, + "9": { + "Dice": 0.18223509781240083, + "FN": 47741, + "FP": 112029, + "IoU": 0.10025229202802244, + "TN": 130897620, + "TP": 17802, + "n_pred": 129831, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.32098354840140125, + "FN": 143153, + "FP": 163097, + "IoU": 0.19117355764786667, + "TN": 101238565, + "TP": 72385, + "n_pred": 235482, + "n_ref": 215538 + }, + "10": { + "Dice": 0.027371344790372305, + "FN": 42640, + "FP": 183573, + "IoU": 0.013875568885246473, + "TN": 101387804, + "TP": 3183, + "n_pred": 186756, + "n_ref": 45823 + }, + "11": { + "Dice": 0.4527306967984934, + "FN": 3156, + "FP": 1203, + "IoU": 0.2925998052580331, + "TN": 101611038, + "TP": 1803, + "n_pred": 3006, + "n_ref": 4959 + }, + "12": { + "Dice": 0.0, + "FN": 5490, + "FP": 78, + "IoU": 0.0, + "TN": 101611632, + "TP": 0, + "n_pred": 78, + "n_ref": 5490 + }, + "13": { + "Dice": 0.2578814424678884, + "FN": 48088, + "FP": 20955, + "IoU": 0.1480274929355002, + "TN": 101536161, + "TP": 11996, + "n_pred": 32951, + "n_ref": 60084 + }, + "14": { + "Dice": 0.10160643354706281, + "FN": 33159, + "FP": 472792, + "IoU": 0.053522322948507374, + "TN": 101082638, + "TP": 28611, + "n_pred": 501403, + "n_ref": 61770 + }, + "15": { + "Dice": 0.3691039221299742, + "FN": 17150, + "FP": 37943, + "IoU": 0.22631970677863752, + "TN": 101545991, + "TP": 16116, + "n_pred": 54059, + "n_ref": 33266 + }, + "2": { + "Dice": 0.0, + "FN": 172343, + "FP": 11152, + "IoU": 0.0, + "TN": 101433705, + "TP": 0, + "n_pred": 11152, + "n_ref": 172343 + }, + "3": { + "Dice": 0.12286559265312476, + "FN": 157187, + "FP": 68219, + "IoU": 0.06545380670251624, + "TN": 101376007, + "TP": 15787, + "n_pred": 84006, + "n_ref": 172974 + }, + "4": { + "Dice": 0.1823940790917929, + "FN": 13305, + "FP": 12766, + "IoU": 0.10034852824459091, + "TN": 101588221, + "TP": 2908, + "n_pred": 15674, + "n_ref": 16213 + }, + "5": { + "Dice": 0.007377961520114486, + "FN": 30255, + "FP": 958, + "IoU": 0.0037026397267707237, + "TN": 101585871, + "TP": 116, + "n_pred": 1074, + "n_ref": 30371 + }, + "6": { + "Dice": 0.44262663925141227, + "FN": 966142, + "FP": 463247, + "IoU": 0.28421356779767537, + "TN": 99620251, + "TP": 567560, + "n_pred": 1030807, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.1832698175466872, + "FN": 376207, + "FP": 83920, + "IoU": 0.10087894136222232, + "TN": 101105448, + "TP": 51625, + "n_pred": 135545, + "n_ref": 427832 + }, + "8": { + "Dice": 0.25175164707112657, + "FN": 164538, + "FP": 236146, + "IoU": 0.14400222179495395, + "TN": 101149110, + "TP": 67406, + "n_pred": 303552, + "n_ref": 231944 + }, + "9": { + "Dice": 0.26578051652659257, + "FN": 56284, + "FP": 80261, + "IoU": 0.15325656242442282, + "TN": 101455941, + "TP": 24714, + "n_pred": 104975, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0007239589696253965, + "FN": 211509, + "FP": 9338, + "IoU": 0.00036211056140716166, + "TN": 118961285, + "TP": 80, + "n_pred": 9418, + "n_ref": 211589 + }, + "10": { + "Dice": 0.2130983437481041, + "FN": 66698, + "FP": 37066, + "IoU": 0.11925577605377968, + "TN": 119064398, + "TP": 14050, + "n_pred": 51116, + "n_ref": 80748 + }, + "11": { + "Dice": 0.19146230699364214, + "FN": 3511, + "FP": 940, + "IoU": 0.10586580956207312, + "TN": 119177234, + "TP": 527, + "n_pred": 1467, + "n_ref": 4038 + }, + "12": { + "Dice": 0.0, + "FN": 4135, + "FP": 0, + "IoU": 0.0, + "TN": 119178077, + "TP": 0, + "n_pred": 0, + "n_ref": 4135 + }, + "13": { + "Dice": 0.0008259343382201115, + "FN": 33055, + "FP": 15335, + "IoU": 0.0004131377814501136, + "TN": 119133802, + "TP": 20, + "n_pred": 15355, + "n_ref": 33075 + }, + "14": { + "Dice": 0.00047764387827723407, + "FN": 65817, + "FP": 143444, + "IoU": 0.0002388789886819135, + "TN": 118972901, + "TP": 50, + "n_pred": 143494, + "n_ref": 65867 + }, + "15": { + "Dice": 0.0, + "FN": 20720, + "FP": 13280, + "IoU": 0.0, + "TN": 119148212, + "TP": 0, + "n_pred": 13280, + "n_ref": 20720 + }, + "2": { + "Dice": 0.12617909578386527, + "FN": 175073, + "FP": 79956, + "IoU": 0.0673378632397364, + "TN": 118908770, + "TP": 18413, + "n_pred": 98369, + "n_ref": 193486 + }, + "3": { + "Dice": 0.07775701695191137, + "FN": 185535, + "FP": 86428, + "IoU": 0.04045119042578715, + "TN": 118898784, + "TP": 11465, + "n_pred": 97893, + "n_ref": 197000 + }, + "4": { + "Dice": 0.0, + "FN": 43337, + "FP": 0, + "IoU": 0.0, + "TN": 119138875, + "TP": 0, + "n_pred": 0, + "n_ref": 43337 + }, + "5": { + "Dice": 0.17754499059897932, + "FN": 15739, + "FP": 2633, + "IoU": 0.0974207811348563, + "TN": 119161857, + "TP": 1983, + "n_pred": 4616, + "n_ref": 17722 + }, + "6": { + "Dice": 0.3563644872596698, + "FN": 1324667, + "FP": 171671, + "IoU": 0.21681478922630823, + "TN": 117271632, + "TP": 414242, + "n_pred": 585913, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.04695415791424688, + "FN": 288886, + "FP": 65912, + "IoU": 0.024041503226622803, + "TN": 118818674, + "TP": 8740, + "n_pred": 74652, + "n_ref": 297626 + }, + "8": { + "Dice": 0.3490178349190546, + "FN": 47810, + "FP": 80343, + "IoU": 0.21140012430233773, + "TN": 119019705, + "TP": 34354, + "n_pred": 114697, + "n_ref": 82164 + }, + "9": { + "Dice": 0.30507275666936134, + "FN": 58350, + "FP": 65436, + "IoU": 0.17999165325225064, + "TN": 119031255, + "TP": 27171, + "n_pred": 92607, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 13820, + "IoU": 0.0, + "TN": 61318660, + "TP": 0, + "n_pred": 13820, + "n_ref": 0 + }, + "10": { + "Dice": 0.004692579505300353, + "FN": 34262, + "FP": 36156, + "IoU": 0.0023518077751331747, + "TN": 61261896, + "TP": 166, + "n_pred": 36322, + "n_ref": 34428 + }, + "11": { + "Dice": 0.27499042512447336, + "FN": 3146, + "FP": 640, + "IoU": 0.1594138543516874, + "TN": 61327976, + "TP": 718, + "n_pred": 1358, + "n_ref": 3864 + }, + "12": { + "Dice": 0.0, + "FN": 4850, + "FP": 0, + "IoU": 0.0, + "TN": 61327630, + "TP": 0, + "n_pred": 0, + "n_ref": 4850 + }, + "13": { + "Dice": 0.04042184257653714, + "FN": 51274, + "FP": 16240, + "IoU": 0.020627828710688176, + "TN": 61263544, + "TP": 1422, + "n_pred": 17662, + "n_ref": 52696 + }, + "14": { + "Dice": 0.689683072147399, + "FN": 98388, + "FP": 56561, + "IoU": 0.5263482883317998, + "TN": 61005343, + "TP": 172188, + "n_pred": 228749, + "n_ref": 270576 + }, + "15": { + "Dice": 0.032346603524698286, + "FN": 96254, + "FP": 21851, + "IoU": 0.01643917754145188, + "TN": 61212401, + "TP": 1974, + "n_pred": 23825, + "n_ref": 98228 + }, + "2": { + "Dice": 0.3080037252342092, + "FN": 124728, + "FP": 37997, + "IoU": 0.1820356993852387, + "TN": 61133541, + "TP": 36214, + "n_pred": 74211, + "n_ref": 160942 + }, + "3": { + "Dice": 0.29118324701172904, + "FN": 89656, + "FP": 100163, + "IoU": 0.17040051047166183, + "TN": 61103672, + "TP": 38989, + "n_pred": 139152, + "n_ref": 128645 + }, + "4": { + "Dice": 0.0451336650850596, + "FN": 41214, + "FP": 41, + "IoU": 0.02308785223774568, + "TN": 61290250, + "TP": 975, + "n_pred": 1016, + "n_ref": 42189 + }, + "5": { + "Dice": 0.12044817927170869, + "FN": 7841, + "FP": 2835, + "IoU": 0.06408345752608048, + "TN": 61321073, + "TP": 731, + "n_pred": 3566, + "n_ref": 8572 + }, + "6": { + "Dice": 0.39886958699848235, + "FN": 867704, + "FP": 152249, + "IoU": 0.2491174883442204, + "TN": 59974141, + "TP": 338386, + "n_pred": 490635, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.05345538587030407, + "FN": 198329, + "FP": 10545, + "IoU": 0.02746168029352057, + "TN": 61117708, + "TP": 5898, + "n_pred": 16443, + "n_ref": 204227 + }, + "8": { + "Dice": 0.3567591821037113, + "FN": 54384, + "FP": 45968, + "IoU": 0.21710705954860704, + "TN": 61204299, + "TP": 27829, + "n_pred": 73797, + "n_ref": 82213 + }, + "9": { + "Dice": 0.2962056065685274, + "FN": 48132, + "FP": 24299, + "IoU": 0.17385055832468377, + "TN": 61244807, + "TP": 15242, + "n_pred": 39541, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.2636353250314178, + "FN": 136773, + "FP": 88816, + "IoU": 0.151831771765449, + "TN": 148841528, + "TP": 40383, + "n_pred": 129199, + "n_ref": 177156 + }, + "10": { + "Dice": 0.20680529791015345, + "FN": 56860, + "FP": 65430, + "IoU": 0.1153278546212165, + "TN": 148969268, + "TP": 15942, + "n_pred": 81372, + "n_ref": 72802 + }, + "11": { + "Dice": 0.0023952095808383233, + "FN": 2600, + "FP": 732, + "IoU": 0.001199040767386091, + "TN": 149104164, + "TP": 4, + "n_pred": 736, + "n_ref": 2604 + }, + "12": { + "Dice": 0.0, + "FN": 2097, + "FP": 0, + "IoU": 0.0, + "TN": 149105403, + "TP": 0, + "n_pred": 0, + "n_ref": 2097 + }, + "13": { + "Dice": 0.004758197832570914, + "FN": 84095, + "FP": 29690, + "IoU": 0.002384772526017693, + "TN": 148993443, + "TP": 272, + "n_pred": 29962, + "n_ref": 84367 + }, + "14": { + "Dice": 0.03438279205108755, + "FN": 32621, + "FP": 3362492, + "IoU": 0.017492109812655438, + "TN": 145651942, + "TP": 60445, + "n_pred": 3422937, + "n_ref": 93066 + }, + "15": { + "Dice": 0.24322165756577196, + "FN": 17487, + "FP": 110432, + "IoU": 0.13844755009260817, + "TN": 148959025, + "TP": 20556, + "n_pred": 130988, + "n_ref": 38043 + }, + "2": { + "Dice": 0.0, + "FN": 157004, + "FP": 25335, + "IoU": 0.0, + "TN": 148925161, + "TP": 0, + "n_pred": 25335, + "n_ref": 157004 + }, + "3": { + "Dice": 0.05665903223819417, + "FN": 55027, + "FP": 113432, + "IoU": 0.029155476665245105, + "TN": 148933982, + "TP": 5059, + "n_pred": 118491, + "n_ref": 60086 + }, + "4": { + "Dice": 0.6684815486993345, + "FN": 12573, + "FP": 579, + "IoU": 0.502044525215811, + "TN": 149081088, + "TP": 13260, + "n_pred": 13839, + "n_ref": 25833 + }, + "5": { + "Dice": 0.0, + "FN": 33716, + "FP": 1499, + "IoU": 0.0, + "TN": 149072285, + "TP": 0, + "n_pred": 1499, + "n_ref": 33716 + }, + "6": { + "Dice": 0.28998396718181074, + "FN": 735366, + "FP": 1079883, + "IoU": 0.16957967739279212, + "TN": 146921560, + "TP": 370691, + "n_pred": 1450574, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.05935420826571541, + "FN": 263228, + "FP": 114113, + "IoU": 0.03058477158403683, + "TN": 148718254, + "TP": 11905, + "n_pred": 126018, + "n_ref": 275133 + }, + "8": { + "Dice": 0.2493972699115424, + "FN": 170931, + "FP": 179009, + "IoU": 0.14246365873023653, + "TN": 148699424, + "TP": 58136, + "n_pred": 237145, + "n_ref": 229067 + }, + "9": { + "Dice": 0.04459365235131576, + "FN": 83170, + "FP": 101811, + "IoU": 0.022805312258977906, + "TN": 148918202, + "TP": 4317, + "n_pred": 106128, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0003493829508884032, + "FN": 515014, + "FP": 0, + "IoU": 0.00017472199788780518, + "TN": 100197696, + "TP": 90, + "n_pred": 90, + "n_ref": 515104 + }, + "10": { + "Dice": 0.09141623586888599, + "FN": 34448, + "FP": 45521, + "IoU": 0.047897418801790645, + "TN": 100628808, + "TP": 4023, + "n_pred": 49544, + "n_ref": 38471 + }, + "11": { + "Dice": 0.0, + "FN": 3481, + "FP": 347, + "IoU": 0.0, + "TN": 100708972, + "TP": 0, + "n_pred": 347, + "n_ref": 3481 + }, + "12": { + "Dice": 0.0, + "FN": 5873, + "FP": 0, + "IoU": 0.0, + "TN": 100706927, + "TP": 0, + "n_pred": 0, + "n_ref": 5873 + }, + "13": { + "Dice": 0.0, + "FN": 39155, + "FP": 1968, + "IoU": 0.0, + "TN": 100671677, + "TP": 0, + "n_pred": 1968, + "n_ref": 39155 + }, + "14": { + "Dice": 0.23217722007805772, + "FN": 100385, + "FP": 253536, + "IoU": 0.13133512177522083, + "TN": 100305369, + "TP": 53510, + "n_pred": 307046, + "n_ref": 153895 + }, + "15": { + "Dice": 0.14320033988644704, + "FN": 85997, + "FP": 24920, + "IoU": 0.07712212736924434, + "TN": 100592614, + "TP": 9269, + "n_pred": 34189, + "n_ref": 95266 + }, + "2": { + "Dice": 0.03054312343151034, + "FN": 227734, + "FP": 116461, + "IoU": 0.015508399191114849, + "TN": 100363183, + "TP": 5422, + "n_pred": 121883, + "n_ref": 233156 + }, + "3": { + "Dice": 0.0, + "FN": 223945, + "FP": 89745, + "IoU": 0.0, + "TN": 100399110, + "TP": 0, + "n_pred": 89745, + "n_ref": 223945 + }, + "4": { + "Dice": 0.0, + "FN": 57652, + "FP": 0, + "IoU": 0.0, + "TN": 100655148, + "TP": 0, + "n_pred": 0, + "n_ref": 57652 + }, + "5": { + "Dice": 0.001819505094614265, + "FN": 16458, + "FP": 0, + "IoU": 0.0009105809506465125, + "TN": 100696327, + "TP": 15, + "n_pred": 15, + "n_ref": 16473 + }, + "6": { + "Dice": 0.2274783338655137, + "FN": 1775667, + "FP": 278370, + "IoU": 0.12833599623162759, + "TN": 98356345, + "TP": 302418, + "n_pred": 580788, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.0014457264214908913, + "FN": 172169, + "FP": 6030, + "IoU": 0.0007233861199587278, + "TN": 100534472, + "TP": 129, + "n_pred": 6159, + "n_ref": 172298 + }, + "8": { + "Dice": 0.19990977515017688, + "FN": 84951, + "FP": 83536, + "IoU": 0.11105541955090326, + "TN": 100523264, + "TP": 21049, + "n_pred": 104585, + "n_ref": 106000 + }, + "9": { + "Dice": 0.25884923617119365, + "FN": 81361, + "FP": 35998, + "IoU": 0.1486656075674813, + "TN": 100574947, + "TP": 20494, + "n_pred": 56492, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.17887864935520148, + "FN": 59462, + "FP": 109207, + "IoU": 0.09822445346207516, + "TN": 78763659, + "TP": 18372, + "n_pred": 127579, + "n_ref": 77834 + }, + "10": { + "Dice": 0.3862871227606108, + "FN": 26093, + "FP": 14741, + "IoU": 0.23937785228648598, + "TN": 78897015, + "TP": 12851, + "n_pred": 27592, + "n_ref": 38944 + }, + "11": { + "Dice": 0.12636165577342048, + "FN": 1252, + "FP": 352, + "IoU": 0.06744186046511629, + "TN": 78948980, + "TP": 116, + "n_pred": 468, + "n_ref": 1368 + }, + "12": { + "Dice": 0.0, + "FN": 2560, + "FP": 9, + "IoU": 0.0, + "TN": 78948131, + "TP": 0, + "n_pred": 9, + "n_ref": 2560 + }, + "13": { + "Dice": 0.0, + "FN": 59405, + "FP": 3546, + "IoU": 0.0, + "TN": 78887749, + "TP": 0, + "n_pred": 3546, + "n_ref": 59405 + }, + "14": { + "Dice": 0.037772486650176844, + "FN": 24001, + "FP": 142499, + "IoU": 0.01924979972668583, + "TN": 78780932, + "TP": 3268, + "n_pred": 145767, + "n_ref": 27269 + }, + "15": { + "Dice": 0.6598788559335759, + "FN": 28561, + "FP": 2940, + "IoU": 0.49240239127282104, + "TN": 78888641, + "TP": 30558, + "n_pred": 33498, + "n_ref": 59119 + }, + "2": { + "Dice": 0.0, + "FN": 100121, + "FP": 7585, + "IoU": 0.0, + "TN": 78842994, + "TP": 0, + "n_pred": 7585, + "n_ref": 100121 + }, + "3": { + "Dice": 0.3174371552464632, + "FN": 54004, + "FP": 77904, + "IoU": 0.18866288188656732, + "TN": 78788119, + "TP": 30673, + "n_pred": 108577, + "n_ref": 84677 + }, + "4": { + "Dice": 0.0, + "FN": 17128, + "FP": 0, + "IoU": 0.0, + "TN": 78933572, + "TP": 0, + "n_pred": 0, + "n_ref": 17128 + }, + "5": { + "Dice": 0.00011354281983593062, + "FN": 34796, + "FP": 429, + "IoU": 5.677463309393363e-05, + "TN": 78915473, + "TP": 2, + "n_pred": 431, + "n_ref": 34798 + }, + "6": { + "Dice": 0.3084881607333855, + "FN": 554515, + "FP": 129505, + "IoU": 0.1823742249815621, + "TN": 78114107, + "TP": 152573, + "n_pred": 282078, + "n_ref": 707088 + }, + "7": { + "Dice": 0.0004096974563012294, + "FN": 720964, + "FP": 6104, + "IoU": 0.00020489069974986834, + "TN": 78223483, + "TP": 149, + "n_pred": 6253, + "n_ref": 721113 + }, + "8": { + "Dice": 0.20749135376898362, + "FN": 285482, + "FP": 63053, + "IoU": 0.11575472966630387, + "TN": 78556539, + "TP": 45626, + "n_pred": 108679, + "n_ref": 331108 + }, + "9": { + "Dice": 0.04267144976638101, + "FN": 55121, + "FP": 31343, + "IoU": 0.02180086207871842, + "TN": 78862309, + "TP": 1927, + "n_pred": 33270, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.20295467615517326, + "FN": 101087, + "FP": 268966, + "IoU": 0.11293798406873026, + "TN": 104587273, + "TP": 47114, + "n_pred": 316080, + "n_ref": 148201 + }, + "10": { + "Dice": 0.08078922635048538, + "FN": 74942, + "FP": 204772, + "IoU": 0.042095025444682646, + "TN": 104712434, + "TP": 12292, + "n_pred": 217064, + "n_ref": 87234 + }, + "11": { + "Dice": 0.3862547497108872, + "FN": 3162, + "FP": 553, + "IoU": 0.23935298935298935, + "TN": 104999556, + "TP": 1169, + "n_pred": 1722, + "n_ref": 4331 + }, + "12": { + "Dice": 0.0, + "FN": 4833, + "FP": 45, + "IoU": 0.0, + "TN": 104999562, + "TP": 0, + "n_pred": 45, + "n_ref": 4833 + }, + "13": { + "Dice": 0.1186818273876689, + "FN": 71665, + "FP": 19718, + "IoU": 0.06308439960629922, + "TN": 104906904, + "TP": 6153, + "n_pred": 25871, + "n_ref": 77818 + }, + "14": { + "Dice": 0.18307812784735938, + "FN": 51496, + "FP": 114371, + "IoU": 0.10076279594259785, + "TN": 104819987, + "TP": 18586, + "n_pred": 132957, + "n_ref": 70082 + }, + "15": { + "Dice": 0.032055421828215816, + "FN": 23541, + "FP": 25920, + "IoU": 0.016288782816229117, + "TN": 104954160, + "TP": 819, + "n_pred": 26739, + "n_ref": 24360 + }, + "2": { + "Dice": 0.0, + "FN": 170750, + "FP": 7623, + "IoU": 0.0, + "TN": 104826067, + "TP": 0, + "n_pred": 7623, + "n_ref": 170750 + }, + "3": { + "Dice": 0.14263866510090942, + "FN": 137874, + "FP": 50490, + "IoU": 0.07679640058225876, + "TN": 104800407, + "TP": 15669, + "n_pred": 66159, + "n_ref": 153543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 13203, + "IoU": 0.0, + "TN": 104991237, + "TP": 0, + "n_pred": 13203, + "n_ref": 0 + }, + "5": { + "Dice": 0.0048978163901927056, + "FN": 29996, + "FP": 4137, + "IoU": 0.002454920068971564, + "TN": 104970223, + "TP": 84, + "n_pred": 4221, + "n_ref": 30080 + }, + "6": { + "Dice": 0.5743845043670172, + "FN": 397316, + "FP": 845414, + "IoU": 0.4029028206599189, + "TN": 102923154, + "TP": 838556, + "n_pred": 1683970, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.32730181928698965, + "FN": 156861, + "FP": 144160, + "IoU": 0.19567296901552964, + "TN": 104630188, + "TP": 73231, + "n_pred": 217391, + "n_ref": 230092 + }, + "8": { + "Dice": 0.31610595440574163, + "FN": 262564, + "FP": 185773, + "IoU": 0.18772318557263235, + "TN": 104452489, + "TP": 103614, + "n_pred": 289387, + "n_ref": 366178 + }, + "9": { + "Dice": 0.24216265529453784, + "FN": 65417, + "FP": 110690, + "IoU": 0.13776169679403066, + "TN": 104800196, + "TP": 28137, + "n_pred": 138827, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.215422741555844, + "FN": 335887, + "FP": 263104, + "IoU": 0.120713597876763, + "TN": 176995064, + "TP": 82233, + "n_pred": 345337, + "n_ref": 418120 + }, + "10": { + "Dice": 0.00935250474068892, + "FN": 70691, + "FP": 198354, + "IoU": 0.004698222444185487, + "TN": 177405973, + "TP": 1270, + "n_pred": 199624, + "n_ref": 71961 + }, + "11": { + "Dice": 0.25646123260437376, + "FN": 3969, + "FP": 519, + "IoU": 0.14709236031927023, + "TN": 177671026, + "TP": 774, + "n_pred": 1293, + "n_ref": 4743 + }, + "12": { + "Dice": 0.0, + "FN": 5198, + "FP": 183, + "IoU": 0.0, + "TN": 177670907, + "TP": 0, + "n_pred": 183, + "n_ref": 5198 + }, + "13": { + "Dice": 0.1441185026771604, + "FN": 67918, + "FP": 40939, + "IoU": 0.07765501347206454, + "TN": 177558266, + "TP": 9165, + "n_pred": 50104, + "n_ref": 77083 + }, + "14": { + "Dice": 0.010441239504025705, + "FN": 62701, + "FP": 2504539, + "IoU": 0.005248017656650073, + "TN": 175095504, + "TP": 13544, + "n_pred": 2518083, + "n_ref": 76245 + }, + "15": { + "Dice": 0.011466702765545744, + "FN": 22449, + "FP": 101692, + "IoU": 0.0057664122504224695, + "TN": 177551427, + "TP": 720, + "n_pred": 102412, + "n_ref": 23169 + }, + "2": { + "Dice": 0.0, + "FN": 214366, + "FP": 24240, + "IoU": 0.0, + "TN": 177437682, + "TP": 0, + "n_pred": 24240, + "n_ref": 214366 + }, + "3": { + "Dice": 0.0984602210035736, + "FN": 192098, + "FP": 81623, + "IoU": 0.051779206562556294, + "TN": 177387620, + "TP": 14947, + "n_pred": 96570, + "n_ref": 207045 + }, + "4": { + "Dice": 0.0958819741888525, + "FN": 31008, + "FP": 33584, + "IoU": 0.050355058294249966, + "TN": 177608271, + "TP": 3425, + "n_pred": 37009, + "n_ref": 34433 + }, + "5": { + "Dice": 0.1403009898865252, + "FN": 28566, + "FP": 3481, + "IoU": 0.07544284807570249, + "TN": 177641626, + "TP": 2615, + "n_pred": 6096, + "n_ref": 31181 + }, + "6": { + "Dice": 0.5342761392464339, + "FN": 887110, + "FP": 714098, + "IoU": 0.3645135032268281, + "TN": 175156631, + "TP": 918449, + "n_pred": 1632547, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.13656124405684414, + "FN": 326597, + "FP": 199327, + "IoU": 0.07328453571189433, + "TN": 177108774, + "TP": 41590, + "n_pred": 240917, + "n_ref": 368187 + }, + "8": { + "Dice": 0.3581789636768155, + "FN": 95526, + "FP": 276899, + "IoU": 0.21815956535612918, + "TN": 177199944, + "TP": 103919, + "n_pred": 380818, + "n_ref": 199445 + }, + "9": { + "Dice": 0.26462370651908423, + "FN": 90804, + "FP": 156078, + "IoU": 0.15248779617029748, + "TN": 177384986, + "TP": 44420, + "n_pred": 200498, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.2741279906789251, + "FN": 146124, + "FP": 70678, + "IoU": 0.15883448436408784, + "TN": 193747795, + "TP": 40938, + "n_pred": 111616, + "n_ref": 187062 + }, + "10": { + "Dice": 0.3530306469920545, + "FN": 55944, + "FP": 58052, + "IoU": 0.21435167955450798, + "TN": 193860437, + "TP": 31102, + "n_pred": 89154, + "n_ref": 87046 + }, + "11": { + "Dice": 0.0, + "FN": 3112, + "FP": 242, + "IoU": 0.0, + "TN": 194002181, + "TP": 0, + "n_pred": 242, + "n_ref": 3112 + }, + "12": { + "Dice": 0.0, + "FN": 3950, + "FP": 0, + "IoU": 0.0, + "TN": 194001585, + "TP": 0, + "n_pred": 0, + "n_ref": 3950 + }, + "13": { + "Dice": 0.01220911176663389, + "FN": 66430, + "FP": 5900, + "IoU": 0.006142050373057422, + "TN": 193932758, + "TP": 447, + "n_pred": 6347, + "n_ref": 66877 + }, + "14": { + "Dice": 0.03366790874412713, + "FN": 30183, + "FP": 2594259, + "IoU": 0.017122188512228288, + "TN": 191335374, + "TP": 45719, + "n_pred": 2639978, + "n_ref": 75902 + }, + "15": { + "Dice": 0.2359217135269326, + "FN": 10750, + "FP": 55423, + "IoU": 0.13373653274686145, + "TN": 193929146, + "TP": 10216, + "n_pred": 65639, + "n_ref": 20966 + }, + "2": { + "Dice": 0.0, + "FN": 138899, + "FP": 76874, + "IoU": 0.0, + "TN": 193789762, + "TP": 0, + "n_pred": 76874, + "n_ref": 138899 + }, + "3": { + "Dice": 0.12904767951715432, + "FN": 117279, + "FP": 115915, + "IoU": 0.06897432826286581, + "TN": 193755065, + "TP": 17276, + "n_pred": 133191, + "n_ref": 134555 + }, + "4": { + "Dice": 0.14029062087186261, + "FN": 19436, + "FP": 88, + "IoU": 0.0754368518255434, + "TN": 193984418, + "TP": 1593, + "n_pred": 1681, + "n_ref": 21029 + }, + "5": { + "Dice": 0.0, + "FN": 27270, + "FP": 5810, + "IoU": 0.0, + "TN": 193972455, + "TP": 0, + "n_pred": 5810, + "n_ref": 27270 + }, + "6": { + "Dice": 0.21720857244813602, + "FN": 1068981, + "FP": 1210200, + "IoU": 0.12183622216896549, + "TN": 191410141, + "TP": 316213, + "n_pred": 1526413, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.04978347776071797, + "FN": 311499, + "FP": 88297, + "IoU": 0.025527154135457468, + "TN": 193595266, + "TP": 10473, + "n_pred": 98770, + "n_ref": 321972 + }, + "8": { + "Dice": 0.3316909809963082, + "FN": 170783, + "FP": 113791, + "IoU": 0.19881867041298673, + "TN": 193650342, + "TP": 70619, + "n_pred": 184410, + "n_ref": 241402 + }, + "9": { + "Dice": 0.14689617340509126, + "FN": 83555, + "FP": 89068, + "IoU": 0.07927034162733018, + "TN": 193818050, + "TP": 14862, + "n_pred": 103930, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.05535464302379842, + "FN": 108759, + "FP": 85581, + "IoU": 0.02846516092264315, + "TN": 99455766, + "TP": 5694, + "n_pred": 91275, + "n_ref": 114453 + }, + "10": { + "Dice": 0.18238441268066757, + "FN": 56839, + "FP": 76268, + "IoU": 0.10034267639047535, + "TN": 99507847, + "TP": 14846, + "n_pred": 91114, + "n_ref": 71685 + }, + "11": { + "Dice": 0.0, + "FN": 3642, + "FP": 564, + "IoU": 0.0, + "TN": 99651594, + "TP": 0, + "n_pred": 564, + "n_ref": 3642 + }, + "12": { + "Dice": 0.0, + "FN": 3568, + "FP": 7, + "IoU": 0.0, + "TN": 99652225, + "TP": 0, + "n_pred": 7, + "n_ref": 3568 + }, + "13": { + "Dice": 0.0011742448952964967, + "FN": 45395, + "FP": 15849, + "IoU": 0.000587467362924282, + "TN": 99594520, + "TP": 36, + "n_pred": 15885, + "n_ref": 45431 + }, + "14": { + "Dice": 0.025651601282380813, + "FN": 47703, + "FP": 441302, + "IoU": 0.012992439074604092, + "TN": 99160358, + "TP": 6437, + "n_pred": 447739, + "n_ref": 54140 + }, + "15": { + "Dice": 0.2919822575221381, + "FN": 28830, + "FP": 15385, + "IoU": 0.1709480237005925, + "TN": 99602468, + "TP": 9117, + "n_pred": 24502, + "n_ref": 37947 + }, + "2": { + "Dice": 0.1771208664690958, + "FN": 98137, + "FP": 56245, + "IoU": 0.09716544734702948, + "TN": 99484803, + "TP": 16615, + "n_pred": 72860, + "n_ref": 114752 + }, + "3": { + "Dice": 0.35048484239195005, + "FN": 85460, + "FP": 56676, + "IoU": 0.21247749120425521, + "TN": 99475315, + "TP": 38349, + "n_pred": 95025, + "n_ref": 123809 + }, + "4": { + "Dice": 0.29986284559301235, + "FN": 14752, + "FP": 4646, + "IoU": 0.17637567934782608, + "TN": 99632248, + "TP": 4154, + "n_pred": 8800, + "n_ref": 18906 + }, + "5": { + "Dice": 0.0, + "FN": 6966, + "FP": 8544, + "IoU": 0.0, + "TN": 99640290, + "TP": 0, + "n_pred": 8544, + "n_ref": 6966 + }, + "6": { + "Dice": 0.6341960949963474, + "FN": 624434, + "FP": 217317, + "IoU": 0.4643390553160348, + "TN": 98084375, + "TP": 729674, + "n_pred": 946991, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.18758624451171288, + "FN": 132580, + "FP": 165324, + "IoU": 0.10350078393726095, + "TN": 99323503, + "TP": 34393, + "n_pred": 199717, + "n_ref": 166973 + }, + "8": { + "Dice": 0.34200303002090543, + "FN": 40310, + "FP": 192919, + "IoU": 0.20627482209766507, + "TN": 99361959, + "TP": 60612, + "n_pred": 253531, + "n_ref": 100922 + }, + "9": { + "Dice": 0.1576477318473632, + "FN": 80653, + "FP": 78373, + "IoU": 0.08556872351314208, + "TN": 99481893, + "TP": 14881, + "n_pred": 93254, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3588257167956793, + "FN": 336430, + "FP": 58425, + "IoU": 0.2186396170521804, + "TN": 62578177, + "TP": 110488, + "n_pred": 168913, + "n_ref": 446918 + }, + "10": { + "Dice": 0.5245324245438387, + "FN": 38677, + "FP": 19641, + "IoU": 0.3555025086753752, + "TN": 62993034, + "TP": 32168, + "n_pred": 51809, + "n_ref": 70845 + }, + "11": { + "Dice": 0.0016560861164780568, + "FN": 3542, + "FP": 75, + "IoU": 0.0008287292817679558, + "TN": 63079900, + "TP": 3, + "n_pred": 78, + "n_ref": 3545 + }, + "12": { + "Dice": 0.07264722069345074, + "FN": 3370, + "FP": 0, + "IoU": 0.03769274700171331, + "TN": 63080018, + "TP": 132, + "n_pred": 132, + "n_ref": 3502 + }, + "13": { + "Dice": 0.06949047224523612, + "FN": 43642, + "FP": 10268, + "IoU": 0.03599592296550614, + "TN": 63027597, + "TP": 2013, + "n_pred": 12281, + "n_ref": 45655 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 115150, + "IoU": 0.0, + "TN": 62968370, + "TP": 0, + "n_pred": 115150, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 708, + "IoU": 0.0, + "TN": 63082812, + "TP": 0, + "n_pred": 708, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 123972, + "FP": 8052, + "IoU": 0.0, + "TN": 62951496, + "TP": 0, + "n_pred": 8052, + "n_ref": 123972 + }, + "3": { + "Dice": 0.08488862694470171, + "FN": 118515, + "FP": 77123, + "IoU": 0.044325686818554845, + "TN": 62878808, + "TP": 9074, + "n_pred": 86197, + "n_ref": 127589 + }, + "4": { + "Dice": 0.0, + "FN": 18029, + "FP": 939, + "IoU": 0.0, + "TN": 63064552, + "TP": 0, + "n_pred": 939, + "n_ref": 18029 + }, + "5": { + "Dice": 0.0, + "FN": 16954, + "FP": 0, + "IoU": 0.0, + "TN": 63066566, + "TP": 0, + "n_pred": 0, + "n_ref": 16954 + }, + "6": { + "Dice": 0.31735365284765255, + "FN": 889524, + "FP": 143608, + "IoU": 0.1886038937324714, + "TN": 61810243, + "TP": 240145, + "n_pred": 383753, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.2325392638285784, + "FN": 133737, + "FP": 17551, + "IoU": 0.13156686260102865, + "TN": 62909312, + "TP": 22920, + "n_pred": 40471, + "n_ref": 156657 + }, + "8": { + "Dice": 0.3320787532100493, + "FN": 75298, + "FP": 72173, + "IoU": 0.1990973817553807, + "TN": 62899389, + "TP": 36660, + "n_pred": 108833, + "n_ref": 111958 + }, + "9": { + "Dice": 0.5616969512658709, + "FN": 20725, + "FP": 13865, + "IoU": 0.3905275399090813, + "TN": 63026766, + "TP": 22164, + "n_pred": 36029, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3199214712926107, + "FN": 235411, + "FP": 92293, + "IoU": 0.19042054631740957, + "TN": 109204035, + "TP": 77079, + "n_pred": 169372, + "n_ref": 312490 + }, + "10": { + "Dice": 0.15140476668360614, + "FN": 70201, + "FP": 128512, + "IoU": 0.0819026058029939, + "TN": 109392378, + "TP": 17727, + "n_pred": 146239, + "n_ref": 87928 + }, + "11": { + "Dice": 0.06150341685649203, + "FN": 4304, + "FP": 640, + "IoU": 0.03172737955346651, + "TN": 109603712, + "TP": 162, + "n_pred": 802, + "n_ref": 4466 + }, + "12": { + "Dice": 0.0, + "FN": 4081, + "FP": 0, + "IoU": 0.0, + "TN": 109604737, + "TP": 0, + "n_pred": 0, + "n_ref": 4081 + }, + "13": { + "Dice": 0.06600052335216755, + "FN": 77374, + "FP": 18997, + "IoU": 0.034126443232841565, + "TN": 109509042, + "TP": 3405, + "n_pred": 22402, + "n_ref": 80779 + }, + "14": { + "Dice": 0.07064960000821417, + "FN": 69393, + "FP": 654702, + "IoU": 0.0366183353778116, + "TN": 108857200, + "TP": 27523, + "n_pred": 682225, + "n_ref": 96916 + }, + "15": { + "Dice": 0.09180439387146148, + "FN": 97603, + "FP": 19883, + "IoU": 0.04811057816956184, + "TN": 109485394, + "TP": 5938, + "n_pred": 25821, + "n_ref": 103541 + }, + "2": { + "Dice": 0.16034553681612504, + "FN": 190673, + "FP": 54271, + "IoU": 0.08716068154375922, + "TN": 109340486, + "TP": 23388, + "n_pred": 77659, + "n_ref": 214061 + }, + "3": { + "Dice": 0.27039463303149225, + "FN": 192565, + "FP": 94113, + "IoU": 0.15633313713949382, + "TN": 109269018, + "TP": 53122, + "n_pred": 147235, + "n_ref": 245687 + }, + "4": { + "Dice": 0.003542551621209388, + "FN": 50182, + "FP": 10575, + "IoU": 0.0017744187956953913, + "TN": 109547953, + "TP": 108, + "n_pred": 10683, + "n_ref": 50290 + }, + "5": { + "Dice": 0.019380692167577415, + "FN": 10419, + "FP": 3040, + "IoU": 0.009785167745732784, + "TN": 109595226, + "TP": 133, + "n_pred": 3173, + "n_ref": 10552 + }, + "6": { + "Dice": 0.46416517274319025, + "FN": 728358, + "FP": 477093, + "IoU": 0.30222336706105724, + "TN": 107881258, + "TP": 522109, + "n_pred": 999202, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.04784750718726196, + "FN": 1166812, + "FP": 73180, + "IoU": 0.02451012785293294, + "TN": 108337670, + "TP": 31156, + "n_pred": 104336, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.3611956118058946, + "FN": 46139, + "FP": 106946, + "IoU": 0.2204019066631358, + "TN": 109412454, + "TP": 43279, + "n_pred": 150225, + "n_ref": 89418 + }, + "9": { + "Dice": 0.22419964406406848, + "FN": 38383, + "FP": 78008, + "IoU": 0.12625273067135104, + "TN": 109475609, + "TP": 16818, + "n_pred": 94826, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.02688852715982396, + "FN": 57438, + "FP": 39408, + "IoU": 0.013627474945001222, + "TN": 66969168, + "TP": 1338, + "n_pred": 40746, + "n_ref": 58776 + }, + "10": { + "Dice": 0.06737971766061654, + "FN": 75054, + "FP": 28534, + "IoU": 0.03486443678375105, + "TN": 66960022, + "TP": 3742, + "n_pred": 32276, + "n_ref": 78796 + }, + "11": { + "Dice": 0.0, + "FN": 3126, + "FP": 466, + "IoU": 0.0, + "TN": 67063760, + "TP": 0, + "n_pred": 466, + "n_ref": 3126 + }, + "12": { + "Dice": 0.0, + "FN": 3311, + "FP": 0, + "IoU": 0.0, + "TN": 67064041, + "TP": 0, + "n_pred": 0, + "n_ref": 3311 + }, + "13": { + "Dice": 0.0012469632145851697, + "FN": 38182, + "FP": 8273, + "IoU": 0.0006238705791239996, + "TN": 67020868, + "TP": 29, + "n_pred": 8302, + "n_ref": 38211 + }, + "14": { + "Dice": 0.007245123507822796, + "FN": 71287, + "FP": 1076699, + "IoU": 0.003635732419120359, + "TN": 65915177, + "TP": 4189, + "n_pred": 1080888, + "n_ref": 75476 + }, + "15": { + "Dice": 0.2959624850339231, + "FN": 22463, + "FP": 19875, + "IoU": 0.17368308058629506, + "TN": 67016115, + "TP": 8899, + "n_pred": 28774, + "n_ref": 31362 + }, + "2": { + "Dice": 0.0, + "FN": 146038, + "FP": 7903, + "IoU": 0.0, + "TN": 66913411, + "TP": 0, + "n_pred": 7903, + "n_ref": 146038 + }, + "3": { + "Dice": 0.4484635345534007, + "FN": 94697, + "FP": 66837, + "IoU": 0.2890447917537752, + "TN": 66840145, + "TP": 65673, + "n_pred": 132510, + "n_ref": 160370 + }, + "4": { + "Dice": 0.0, + "FN": 13039, + "FP": 724, + "IoU": 0.0, + "TN": 67053589, + "TP": 0, + "n_pred": 724, + "n_ref": 13039 + }, + "5": { + "Dice": 0.0, + "FN": 8921, + "FP": 2224, + "IoU": 0.0, + "TN": 67056207, + "TP": 0, + "n_pred": 2224, + "n_ref": 8921 + }, + "6": { + "Dice": 0.18102488148004472, + "FN": 947801, + "FP": 247114, + "IoU": 0.09952026261213466, + "TN": 65740376, + "TP": 132061, + "n_pred": 379175, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.042614209913291054, + "FN": 343378, + "FP": 26508, + "IoU": 0.021770981545443487, + "TN": 66689234, + "TP": 8232, + "n_pred": 34740, + "n_ref": 351610 + }, + "8": { + "Dice": 0.6467192213286398, + "FN": 24719, + "FP": 41920, + "IoU": 0.47788990394409014, + "TN": 66939718, + "TP": 60995, + "n_pred": 102915, + "n_ref": 85714 + }, + "9": { + "Dice": 0.20889426384433227, + "FN": 62921, + "FP": 46322, + "IoU": 0.11662866107094917, + "TN": 66943686, + "TP": 14423, + "n_pred": 60745, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.45296845735350955, + "FN": 119271, + "FP": 27933, + "IoU": 0.2927984626471295, + "TN": 74311130, + "TP": 60946, + "n_pred": 88879, + "n_ref": 180217 + }, + "10": { + "Dice": 0.011291919316916223, + "FN": 55419, + "FP": 72417, + "IoU": 0.005678017516295132, + "TN": 74390714, + "TP": 730, + "n_pred": 73147, + "n_ref": 56149 + }, + "11": { + "Dice": 0.0, + "FN": 3387, + "FP": 84, + "IoU": 0.0, + "TN": 74515809, + "TP": 0, + "n_pred": 84, + "n_ref": 3387 + }, + "12": { + "Dice": 0.0, + "FN": 2201, + "FP": 117, + "IoU": 0.0, + "TN": 74516962, + "TP": 0, + "n_pred": 117, + "n_ref": 2201 + }, + "13": { + "Dice": 0.0060193194925028835, + "FN": 42723, + "FP": 12431, + "IoU": 0.0030187451419894794, + "TN": 74463959, + "TP": 167, + "n_pred": 12598, + "n_ref": 42890 + }, + "14": { + "Dice": 0.011355956403788493, + "FN": 24767, + "FP": 1221577, + "IoU": 0.005710401738489448, + "TN": 73265778, + "TP": 7158, + "n_pred": 1228735, + "n_ref": 31925 + }, + "15": { + "Dice": 0.25852331326307104, + "FN": 17199, + "FP": 58290, + "IoU": 0.1484506311407912, + "TN": 74430631, + "TP": 13160, + "n_pred": 71450, + "n_ref": 30359 + }, + "2": { + "Dice": 0.0, + "FN": 140908, + "FP": 3495, + "IoU": 0.0, + "TN": 74374877, + "TP": 0, + "n_pred": 3495, + "n_ref": 140908 + }, + "3": { + "Dice": 0.12460117281052824, + "FN": 139981, + "FP": 80061, + "IoU": 0.0664398265606571, + "TN": 74283578, + "TP": 15660, + "n_pred": 95721, + "n_ref": 155641 + }, + "4": { + "Dice": 0.0, + "FN": 13278, + "FP": 0, + "IoU": 0.0, + "TN": 74506002, + "TP": 0, + "n_pred": 0, + "n_ref": 13278 + }, + "5": { + "Dice": 0.0, + "FN": 10154, + "FP": 821, + "IoU": 0.0, + "TN": 74508305, + "TP": 0, + "n_pred": 821, + "n_ref": 10154 + }, + "6": { + "Dice": 0.27470423119078785, + "FN": 1309066, + "FP": 258589, + "IoU": 0.15922152952382587, + "TN": 72654752, + "TP": 296873, + "n_pred": 555462, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.11774150388011774, + "FN": 155311, + "FP": 22727, + "IoU": 0.06255331248222917, + "TN": 74329362, + "TP": 11880, + "n_pred": 34607, + "n_ref": 167191 + }, + "8": { + "Dice": 0.42735893760084454, + "FN": 28755, + "FP": 66714, + "IoU": 0.2717460123728956, + "TN": 74388187, + "TP": 35624, + "n_pred": 102338, + "n_ref": 64379 + }, + "9": { + "Dice": 0.24015266997917079, + "FN": 72220, + "FP": 58378, + "IoU": 0.13646221799042557, + "TN": 74368044, + "TP": 20638, + "n_pred": 79016, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.12605044166515308, + "FN": 258286, + "FP": 83347, + "IoU": 0.06726458623419881, + "TN": 65684910, + "TP": 24637, + "n_pred": 107984, + "n_ref": 282923 + }, + "10": { + "Dice": 0.06644526620404301, + "FN": 75600, + "FP": 147317, + "IoU": 0.03436430582629413, + "TN": 65820330, + "TP": 7933, + "n_pred": 155250, + "n_ref": 83533 + }, + "11": { + "Dice": 0.000468384074941452, + "FN": 3636, + "FP": 632, + "IoU": 0.00023424689622862497, + "TN": 66046911, + "TP": 1, + "n_pred": 633, + "n_ref": 3637 + }, + "12": { + "Dice": 0.0, + "FN": 3026, + "FP": 0, + "IoU": 0.0, + "TN": 66048154, + "TP": 0, + "n_pred": 0, + "n_ref": 3026 + }, + "13": { + "Dice": 0.02131565527791943, + "FN": 46999, + "FP": 10577, + "IoU": 0.010772640585536827, + "TN": 65992977, + "TP": 627, + "n_pred": 11204, + "n_ref": 47626 + }, + "14": { + "Dice": 0.05509072150195384, + "FN": 34801, + "FP": 783961, + "IoU": 0.028325599610742557, + "TN": 65208550, + "TP": 23868, + "n_pred": 807829, + "n_ref": 58669 + }, + "15": { + "Dice": 0.6274094167100795, + "FN": 7133, + "FP": 13608, + "IoU": 0.4570987331169511, + "TN": 66012976, + "TP": 17463, + "n_pred": 31071, + "n_ref": 24596 + }, + "2": { + "Dice": 0.1573862731567493, + "FN": 129124, + "FP": 29616, + "IoU": 0.08541468614063895, + "TN": 65877615, + "TP": 14825, + "n_pred": 44441, + "n_ref": 143949 + }, + "3": { + "Dice": 0.12715249868511388, + "FN": 140992, + "FP": 76409, + "IoU": 0.06789260663019431, + "TN": 65817944, + "TP": 15835, + "n_pred": 92244, + "n_ref": 156827 + }, + "4": { + "Dice": 0.16620276048093202, + "FN": 26632, + "FP": 2425, + "IoU": 0.09063311739116828, + "TN": 66019227, + "TP": 2896, + "n_pred": 5321, + "n_ref": 29528 + }, + "5": { + "Dice": 0.08156050754371567, + "FN": 9333, + "FP": 5216, + "IoU": 0.04251398486344192, + "TN": 66035985, + "TP": 646, + "n_pred": 5862, + "n_ref": 9979 + }, + "6": { + "Dice": 0.574176309040561, + "FN": 419989, + "FP": 475132, + "IoU": 0.40269797218350106, + "TN": 64552573, + "TP": 603486, + "n_pred": 1078618, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.10446776532679822, + "FN": 921030, + "FP": 30533, + "IoU": 0.055112629274177934, + "TN": 65044115, + "TP": 55502, + "n_pred": 86035, + "n_ref": 976532 + }, + "8": { + "Dice": 0.35651476727060405, + "FN": 40389, + "FP": 107287, + "IoU": 0.21692605456425484, + "TN": 65862595, + "TP": 40909, + "n_pred": 148196, + "n_ref": 81298 + }, + "9": { + "Dice": 0.2672430132245856, + "FN": 48230, + "FP": 71619, + "IoU": 0.1542299441088466, + "TN": 65909476, + "TP": 21855, + "n_pred": 93474, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.27261706961445864, + "FN": 89328, + "FP": 253892, + "IoU": 0.15782086578429497, + "TN": 113065002, + "TP": 64318, + "n_pred": 318210, + "n_ref": 153646 + }, + "10": { + "Dice": 0.34619482019283276, + "FN": 41895, + "FP": 104169, + "IoU": 0.2093322867891845, + "TN": 113287805, + "TP": 38671, + "n_pred": 142840, + "n_ref": 80566 + }, + "11": { + "Dice": 0.007442849548112706, + "FN": 3216, + "FP": 518, + "IoU": 0.003735325506937033, + "TN": 113468792, + "TP": 14, + "n_pred": 532, + "n_ref": 3230 + }, + "12": { + "Dice": 0.0, + "FN": 4083, + "FP": 0, + "IoU": 0.0, + "TN": 113468457, + "TP": 0, + "n_pred": 0, + "n_ref": 4083 + }, + "13": { + "Dice": 0.010860263254411345, + "FN": 76343, + "FP": 20747, + "IoU": 0.005459778945535376, + "TN": 113374917, + "TP": 533, + "n_pred": 21280, + "n_ref": 76876 + }, + "14": { + "Dice": 0.18330778287993477, + "FN": 135234, + "FP": 1008541, + "IoU": 0.10090194759050919, + "TN": 112200404, + "TP": 128361, + "n_pred": 1136902, + "n_ref": 263595 + }, + "15": { + "Dice": 0.5551598526628544, + "FN": 8243, + "FP": 13616, + "IoU": 0.3842361756669202, + "TN": 113437041, + "TP": 13640, + "n_pred": 27256, + "n_ref": 21883 + }, + "2": { + "Dice": 0.0, + "FN": 127088, + "FP": 20664, + "IoU": 0.0, + "TN": 113324788, + "TP": 0, + "n_pred": 20664, + "n_ref": 127088 + }, + "3": { + "Dice": 0.08070742863484665, + "FN": 110119, + "FP": 121813, + "IoU": 0.04205061273041927, + "TN": 113230427, + "TP": 10181, + "n_pred": 131994, + "n_ref": 120300 + }, + "4": { + "Dice": 0.503138559126049, + "FN": 19670, + "FP": 2889, + "IoU": 0.33612901327212263, + "TN": 113438559, + "TP": 11422, + "n_pred": 14311, + "n_ref": 31092 + }, + "5": { + "Dice": 0.0065506653019447286, + "FN": 32714, + "FP": 1257, + "IoU": 0.003286095707537482, + "TN": 113438457, + "TP": 112, + "n_pred": 1369, + "n_ref": 32826 + }, + "6": { + "Dice": 0.523607390414169, + "FN": 612963, + "FP": 352661, + "IoU": 0.3546532182662818, + "TN": 111976253, + "TP": 530663, + "n_pred": 883324, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.15459450517287454, + "FN": 193727, + "FP": 72011, + "IoU": 0.08377264812867413, + "TN": 113182505, + "TP": 24297, + "n_pred": 96308, + "n_ref": 218024 + }, + "8": { + "Dice": 0.305891523165254, + "FN": 144328, + "FP": 174467, + "IoU": 0.1805619459131557, + "TN": 113083499, + "TP": 70246, + "n_pred": 244713, + "n_ref": 214574 + }, + "9": { + "Dice": 0.13818836602440035, + "FN": 91888, + "FP": 87112, + "IoU": 0.07422252794141225, + "TN": 113279189, + "TP": 14351, + "n_pred": 101463, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.14467435899198008, + "FN": 106136, + "FP": 142786, + "IoU": 0.07797787935134494, + "TN": 74926754, + "TP": 21052, + "n_pred": 163838, + "n_ref": 127188 + }, + "10": { + "Dice": 0.03160615516479396, + "FN": 96515, + "FP": 120412, + "IoU": 0.016056824830927078, + "TN": 74976261, + "TP": 3540, + "n_pred": 123952, + "n_ref": 100055 + }, + "11": { + "Dice": 0.0, + "FN": 3544, + "FP": 279, + "IoU": 0.0, + "TN": 75192905, + "TP": 0, + "n_pred": 279, + "n_ref": 3544 + }, + "12": { + "Dice": 0.0, + "FN": 3106, + "FP": 44, + "IoU": 0.0, + "TN": 75193578, + "TP": 0, + "n_pred": 44, + "n_ref": 3106 + }, + "13": { + "Dice": 0.023263753988156208, + "FN": 54272, + "FP": 28691, + "IoU": 0.011768769877666735, + "TN": 75112777, + "TP": 988, + "n_pred": 29679, + "n_ref": 55260 + }, + "14": { + "Dice": 0.11399743069341968, + "FN": 53325, + "FP": 1186034, + "IoU": 0.0604439424148466, + "TN": 73877638, + "TP": 79731, + "n_pred": 1265765, + "n_ref": 133056 + }, + "15": { + "Dice": 0.0, + "FN": 73812, + "FP": 10758, + "IoU": 0.0, + "TN": 75112158, + "TP": 0, + "n_pred": 10758, + "n_ref": 73812 + }, + "2": { + "Dice": 0.0, + "FN": 146312, + "FP": 2102, + "IoU": 0.0, + "TN": 75048314, + "TP": 0, + "n_pred": 2102, + "n_ref": 146312 + }, + "3": { + "Dice": 0.3080547271187031, + "FN": 107696, + "FP": 71185, + "IoU": 0.18207133058984912, + "TN": 74978028, + "TP": 39819, + "n_pred": 111004, + "n_ref": 147515 + }, + "4": { + "Dice": 0.6229813809335166, + "FN": 11596, + "FP": 4583, + "IoU": 0.4524131862181006, + "TN": 75167182, + "TP": 13367, + "n_pred": 17950, + "n_ref": 24963 + }, + "5": { + "Dice": 0.0, + "FN": 7701, + "FP": 705, + "IoU": 0.0, + "TN": 75188322, + "TP": 0, + "n_pred": 705, + "n_ref": 7701 + }, + "6": { + "Dice": 0.5598283037772468, + "FN": 617331, + "FP": 387831, + "IoU": 0.38872330656514825, + "TN": 73552363, + "TP": 639203, + "n_pred": 1027034, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.16477669453395416, + "FN": 129749, + "FP": 93938, + "IoU": 0.08978563755330578, + "TN": 74950976, + "TP": 22065, + "n_pred": 116003, + "n_ref": 151814 + }, + "8": { + "Dice": 0.4071015689512799, + "FN": 41848, + "FP": 83084, + "IoU": 0.25557283566614825, + "TN": 75028905, + "TP": 42891, + "n_pred": 125975, + "n_ref": 84739 + }, + "9": { + "Dice": 0.16261000106781906, + "FN": 64289, + "FP": 69026, + "IoU": 0.08850053671910789, + "TN": 75050469, + "TP": 12944, + "n_pred": 81970, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.18399917444479633, + "FN": 189995, + "FP": 39320, + "IoU": 0.1013210852415458, + "TN": 86672703, + "TP": 25854, + "n_pred": 65174, + "n_ref": 215849 + }, + "10": { + "Dice": 0.16517532777817778, + "FN": 56211, + "FP": 71326, + "IoU": 0.09002240392710875, + "TN": 86787718, + "TP": 12617, + "n_pred": 83943, + "n_ref": 68828 + }, + "11": { + "Dice": 0.11141222523336344, + "FN": 2405, + "FP": 546, + "IoU": 0.05899234693877551, + "TN": 86924736, + "TP": 185, + "n_pred": 731, + "n_ref": 2590 + }, + "12": { + "Dice": 0.0, + "FN": 4915, + "FP": 0, + "IoU": 0.0, + "TN": 86922957, + "TP": 0, + "n_pred": 0, + "n_ref": 4915 + }, + "13": { + "Dice": 0.053098277096760606, + "FN": 52840, + "FP": 37074, + "IoU": 0.027273219018769945, + "TN": 86835437, + "TP": 2521, + "n_pred": 39595, + "n_ref": 55361 + }, + "14": { + "Dice": 0.08414913919906471, + "FN": 34622, + "FP": 1024489, + "IoU": 0.04392259383065211, + "TN": 85820105, + "TP": 48656, + "n_pred": 1073145, + "n_ref": 83278 + }, + "15": { + "Dice": 0.1590374690811372, + "FN": 147029, + "FP": 18205, + "IoU": 0.08638821616959161, + "TN": 86747014, + "TP": 15624, + "n_pred": 33829, + "n_ref": 162653 + }, + "2": { + "Dice": 0.2930003775642908, + "FN": 96282, + "FP": 38540, + "IoU": 0.17164642201045718, + "TN": 86765113, + "TP": 27937, + "n_pred": 66477, + "n_ref": 124219 + }, + "3": { + "Dice": 0.13115681707525692, + "FN": 150417, + "FP": 113687, + "IoU": 0.07018075046296622, + "TN": 86643834, + "TP": 19934, + "n_pred": 133621, + "n_ref": 170351 + }, + "4": { + "Dice": 0.38356793145654833, + "FN": 11508, + "FP": 4608, + "IoU": 0.23729294841457643, + "TN": 86906742, + "TP": 5014, + "n_pred": 9622, + "n_ref": 16522 + }, + "5": { + "Dice": 0.0, + "FN": 5473, + "FP": 3718, + "IoU": 0.0, + "TN": 86918681, + "TP": 0, + "n_pred": 3718, + "n_ref": 5473 + }, + "6": { + "Dice": 0.5606307359515942, + "FN": 621631, + "FP": 244658, + "IoU": 0.3894975041878762, + "TN": 85508895, + "TP": 552688, + "n_pred": 797346, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.022581963418865123, + "FN": 1011133, + "FP": 34068, + "IoU": 0.011419923860868743, + "TN": 85870597, + "TP": 12074, + "n_pred": 46142, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.4587449022313883, + "FN": 24804, + "FP": 45006, + "IoU": 0.29764372094895064, + "TN": 86828478, + "TP": 29584, + "n_pred": 74590, + "n_ref": 54388 + }, + "9": { + "Dice": 0.15964848606531426, + "FN": 40423, + "FP": 68400, + "IoU": 0.0867489090298758, + "TN": 86808712, + "TP": 10337, + "n_pred": 78737, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.2407133888391174, + "FN": 53668, + "FP": 165841, + "IoU": 0.13682443060274319, + "TN": 37495296, + "TP": 34795, + "n_pred": 200636, + "n_ref": 88463 + }, + "10": { + "Dice": 0.0034752944938969137, + "FN": 58918, + "FP": 128040, + "IoU": 0.0017406719207193353, + "TN": 37562316, + "TP": 326, + "n_pred": 128366, + "n_ref": 59244 + }, + "11": { + "Dice": 0.1891385767790262, + "FN": 2285, + "FP": 313, + "IoU": 0.10444674250258532, + "TN": 37746699, + "TP": 303, + "n_pred": 616, + "n_ref": 2588 + }, + "12": { + "Dice": 0.0, + "FN": 2917, + "FP": 4, + "IoU": 0.0, + "TN": 37746679, + "TP": 0, + "n_pred": 4, + "n_ref": 2917 + }, + "13": { + "Dice": 0.002077562326869806, + "FN": 44822, + "FP": 15700, + "IoU": 0.0010398613518197574, + "TN": 37689015, + "TP": 63, + "n_pred": 15763, + "n_ref": 44885 + }, + "14": { + "Dice": 0.2640049354549582, + "FN": 43573, + "FP": 272570, + "IoU": 0.15207700807844568, + "TN": 37376756, + "TP": 56701, + "n_pred": 329271, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 21966, + "IoU": 0.0, + "TN": 37727634, + "TP": 0, + "n_pred": 21966, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 100232, + "FP": 21968, + "IoU": 0.0, + "TN": 37627400, + "TP": 0, + "n_pred": 21968, + "n_ref": 100232 + }, + "3": { + "Dice": 0.012566807055454446, + "FN": 87501, + "FP": 100764, + "IoU": 0.006323134332297071, + "TN": 37560137, + "TP": 1198, + "n_pred": 101962, + "n_ref": 88699 + }, + "4": { + "Dice": 0.0, + "FN": 11694, + "FP": 421, + "IoU": 0.0, + "TN": 37737485, + "TP": 0, + "n_pred": 421, + "n_ref": 11694 + }, + "5": { + "Dice": 0.0, + "FN": 10049, + "FP": 2485, + "IoU": 0.0, + "TN": 37737066, + "TP": 0, + "n_pred": 2485, + "n_ref": 10049 + }, + "6": { + "Dice": 0.28567041057997333, + "FN": 603930, + "FP": 89174, + "IoU": 0.16663680796445812, + "TN": 36917905, + "TP": 138591, + "n_pred": 227765, + "n_ref": 742521 + }, + "7": { + "Dice": 0.024135771267828496, + "FN": 340896, + "FP": 14342, + "IoU": 0.012215298458697944, + "TN": 37389969, + "TP": 4393, + "n_pred": 18735, + "n_ref": 345289 + }, + "8": { + "Dice": 0.3199706456347478, + "FN": 38409, + "FP": 130241, + "IoU": 0.19045538984385124, + "TN": 37541273, + "TP": 39677, + "n_pred": 169918, + "n_ref": 78086 + }, + "9": { + "Dice": 0.29081004741248867, + "FN": 40357, + "FP": 29945, + "IoU": 0.17014495490816375, + "TN": 37664884, + "TP": 14414, + "n_pred": 44359, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.28235922070990127, + "FN": 152531, + "FP": 78723, + "IoU": 0.16438781852082038, + "TN": 75629940, + "TP": 45494, + "n_pred": 124217, + "n_ref": 198025 + }, + "10": { + "Dice": 0.1467420463008192, + "FN": 95786, + "FP": 117322, + "IoU": 0.0791805835814253, + "TN": 75675255, + "TP": 18325, + "n_pred": 135647, + "n_ref": 114111 + }, + "11": { + "Dice": 0.4615149196633512, + "FN": 2834, + "FP": 685, + "IoU": 0.29998010741993236, + "TN": 75901661, + "TP": 1508, + "n_pred": 2193, + "n_ref": 4342 + }, + "12": { + "Dice": 0.0, + "FN": 4584, + "FP": 0, + "IoU": 0.0, + "TN": 75902104, + "TP": 0, + "n_pred": 0, + "n_ref": 4584 + }, + "13": { + "Dice": 0.019760983480160487, + "FN": 40809, + "FP": 27844, + "IoU": 0.009979090056961569, + "TN": 75837343, + "TP": 692, + "n_pred": 28536, + "n_ref": 41501 + }, + "14": { + "Dice": 0.4296310368236816, + "FN": 46787, + "FP": 157376, + "IoU": 0.2735860469088011, + "TN": 75625632, + "TP": 76893, + "n_pred": 234269, + "n_ref": 123680 + }, + "15": { + "Dice": 0.21684539338783843, + "FN": 162417, + "FP": 17093, + "IoU": 0.12160773529325412, + "TN": 75702326, + "TP": 24852, + "n_pred": 41945, + "n_ref": 187269 + }, + "2": { + "Dice": 0.494641384995878, + "FN": 121913, + "FP": 22755, + "IoU": 0.32858707557502737, + "TN": 75691220, + "TP": 70800, + "n_pred": 93555, + "n_ref": 192713 + }, + "3": { + "Dice": 0.042271665464082266, + "FN": 244821, + "FP": 45862, + "IoU": 0.02159220189970986, + "TN": 75609590, + "TP": 6415, + "n_pred": 52277, + "n_ref": 251236 + }, + "4": { + "Dice": 0.6358116972267138, + "FN": 9337, + "FP": 14537, + "IoU": 0.4660732656438699, + "TN": 75861974, + "TP": 20840, + "n_pred": 35377, + "n_ref": 30177 + }, + "5": { + "Dice": 0.05617021276595745, + "FN": 9299, + "FP": 1791, + "IoU": 0.028896672504378284, + "TN": 75895268, + "TP": 330, + "n_pred": 2121, + "n_ref": 9629 + }, + "6": { + "Dice": 0.6431638432493112, + "FN": 698570, + "FP": 420354, + "IoU": 0.47401732335136243, + "TN": 73779386, + "TP": 1008378, + "n_pred": 1428732, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.2406868673661731, + "FN": 229554, + "FP": 49202, + "IoU": 0.13680729308593653, + "TN": 75583752, + "TP": 44180, + "n_pred": 93382, + "n_ref": 273734 + }, + "8": { + "Dice": 0.5285807358639372, + "FN": 45502, + "FP": 36986, + "IoU": 0.35923189858078347, + "TN": 75777955, + "TP": 46245, + "n_pred": 83231, + "n_ref": 91747 + }, + "9": { + "Dice": 0.33523882256488585, + "FN": 47896, + "FP": 70486, + "IoU": 0.2013735225862162, + "TN": 75758456, + "TP": 29850, + "n_pred": 100336, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.2754927338320119, + "FN": 68015, + "FP": 74171, + "IoU": 0.15975156454062486, + "TN": 61218531, + "TP": 27033, + "n_pred": 101204, + "n_ref": 95048 + }, + "10": { + "Dice": 0.38632536005609863, + "FN": 45824, + "FP": 56567, + "IoU": 0.2394072203238746, + "TN": 61253130, + "TP": 32229, + "n_pred": 88796, + "n_ref": 78053 + }, + "11": { + "Dice": 0.0971540726202159, + "FN": 3144, + "FP": 536, + "IoU": 0.05105724600309438, + "TN": 61383872, + "TP": 198, + "n_pred": 734, + "n_ref": 3342 + }, + "12": { + "Dice": 0.0, + "FN": 3369, + "FP": 0, + "IoU": 0.0, + "TN": 61384381, + "TP": 0, + "n_pred": 0, + "n_ref": 3369 + }, + "13": { + "Dice": 0.0046384421835685375, + "FN": 39349, + "FP": 6144, + "IoU": 0.0023246123818504794, + "TN": 61342151, + "TP": 106, + "n_pred": 6250, + "n_ref": 39455 + }, + "14": { + "Dice": 0.3339318925158725, + "FN": 24804, + "FP": 141372, + "IoU": 0.20043111744101005, + "TN": 61179918, + "TP": 41656, + "n_pred": 183028, + "n_ref": 66460 + }, + "15": { + "Dice": 0.37372959226292685, + "FN": 22598, + "FP": 44877, + "IoU": 0.22980778011140535, + "TN": 61300142, + "TP": 20133, + "n_pred": 65010, + "n_ref": 42731 + }, + "2": { + "Dice": 0.0, + "FN": 133164, + "FP": 28741, + "IoU": 0.0, + "TN": 61225845, + "TP": 0, + "n_pred": 28741, + "n_ref": 133164 + }, + "3": { + "Dice": 0.20817995763425676, + "FN": 104579, + "FP": 116338, + "IoU": 0.11618351883116364, + "TN": 61137792, + "TP": 29041, + "n_pred": 145379, + "n_ref": 133620 + }, + "4": { + "Dice": 0.3592083972949425, + "FN": 14647, + "FP": 798, + "IoU": 0.21892383938505108, + "TN": 61367976, + "TP": 4329, + "n_pred": 5127, + "n_ref": 18976 + }, + "5": { + "Dice": 0.0, + "FN": 27695, + "FP": 635, + "IoU": 0.0, + "TN": 61359420, + "TP": 0, + "n_pred": 635, + "n_ref": 27695 + }, + "6": { + "Dice": 0.44809585103069627, + "FN": 669538, + "FP": 131414, + "IoU": 0.2887393859526046, + "TN": 60261648, + "TP": 325150, + "n_pred": 456564, + "n_ref": 994688 + }, + "7": { + "Dice": 0.019906821168319197, + "FN": 178052, + "FP": 27057, + "IoU": 0.01005347696822271, + "TN": 61180558, + "TP": 2083, + "n_pred": 29140, + "n_ref": 180135 + }, + "8": { + "Dice": 0.24611549405606298, + "FN": 186978, + "FP": 176524, + "IoU": 0.14032594120192887, + "TN": 60964913, + "TP": 59335, + "n_pred": 235859, + "n_ref": 246313 + }, + "9": { + "Dice": 0.1350880566458166, + "FN": 67774, + "FP": 85158, + "IoU": 0.07243669446550417, + "TN": 61222875, + "TP": 11943, + "n_pred": 97101, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4555322841969912, + "FN": 110586, + "FP": 68527, + "IoU": 0.29494451682996053, + "TN": 39494759, + "TP": 74928, + "n_pred": 143455, + "n_ref": 185514 + }, + "10": { + "Dice": 0.13189645951438655, + "FN": 39501, + "FP": 122817, + "IoU": 0.07060446953604085, + "TN": 39574151, + "TP": 12331, + "n_pred": 135148, + "n_ref": 51832 + }, + "11": { + "Dice": 0.3082294264339152, + "FN": 2413, + "FP": 361, + "IoU": 0.1821933962264151, + "TN": 39745408, + "TP": 618, + "n_pred": 979, + "n_ref": 3031 + }, + "12": { + "Dice": 0.0, + "FN": 3460, + "FP": 0, + "IoU": 0.0, + "TN": 39745340, + "TP": 0, + "n_pred": 0, + "n_ref": 3460 + }, + "13": { + "Dice": 0.07972375530961943, + "FN": 41052, + "FP": 22644, + "IoU": 0.04151681589045218, + "TN": 39682345, + "TP": 2759, + "n_pred": 25403, + "n_ref": 43811 + }, + "14": { + "Dice": 0.06741465285769083, + "FN": 27006, + "FP": 148044, + "IoU": 0.034883143948791745, + "TN": 39567423, + "TP": 6327, + "n_pred": 154371, + "n_ref": 33333 + }, + "15": { + "Dice": 0.0, + "FN": 51716, + "FP": 15150, + "IoU": 0.0, + "TN": 39681934, + "TP": 0, + "n_pred": 15150, + "n_ref": 51716 + }, + "2": { + "Dice": 0.0, + "FN": 117847, + "FP": 748, + "IoU": 0.0, + "TN": 39630205, + "TP": 0, + "n_pred": 748, + "n_ref": 117847 + }, + "3": { + "Dice": 0.2647338107789107, + "FN": 104444, + "FP": 61260, + "IoU": 0.1525609225969775, + "TN": 39553265, + "TP": 29831, + "n_pred": 91091, + "n_ref": 134275 + }, + "4": { + "Dice": 0.21782520114644843, + "FN": 20619, + "FP": 2032, + "IoU": 0.12222437512110056, + "TN": 39722995, + "TP": 3154, + "n_pred": 5186, + "n_ref": 23773 + }, + "5": { + "Dice": 0.2958809575156351, + "FN": 5152, + "FP": 1378, + "IoU": 0.1736269298911668, + "TN": 39740898, + "TP": 1372, + "n_pred": 2750, + "n_ref": 6524 + }, + "6": { + "Dice": 0.48772798953110064, + "FN": 604460, + "FP": 75118, + "IoU": 0.3225134011307095, + "TN": 38745713, + "TP": 323509, + "n_pred": 398627, + "n_ref": 927969 + }, + "7": { + "Dice": 0.009661771065834204, + "FN": 728472, + "FP": 11173, + "IoU": 0.004854336275803797, + "TN": 39005547, + "TP": 3608, + "n_pred": 14781, + "n_ref": 732080 + }, + "8": { + "Dice": 0.3342738321612663, + "FN": 14288, + "FP": 126101, + "IoU": 0.20067754149229938, + "TN": 39573165, + "TP": 35246, + "n_pred": 161347, + "n_ref": 49534 + }, + "9": { + "Dice": 0.19029429831909309, + "FN": 33110, + "FP": 39387, + "IoU": 0.10515206872716501, + "TN": 39667784, + "TP": 8519, + "n_pred": 47906, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.09110191801429109, + "FN": 75760, + "FP": 347173, + "IoU": 0.04772487272841899, + "TN": 100952479, + "TP": 21196, + "n_pred": 368369, + "n_ref": 96956 + }, + "10": { + "Dice": 0.11713291925465838, + "FN": 58818, + "FP": 296536, + "IoU": 0.06220987155837404, + "TN": 101017681, + "TP": 23573, + "n_pred": 320109, + "n_ref": 82391 + }, + "11": { + "Dice": 0.24352941176470588, + "FN": 4701, + "FP": 443, + "IoU": 0.13864701942397856, + "TN": 101390636, + "TP": 828, + "n_pred": 1271, + "n_ref": 5529 + }, + "12": { + "Dice": 0.0, + "FN": 5225, + "FP": 104, + "IoU": 0.0, + "TN": 101391279, + "TP": 0, + "n_pred": 104, + "n_ref": 5225 + }, + "13": { + "Dice": 0.01275175013462574, + "FN": 49353, + "FP": 42313, + "IoU": 0.006416787704047346, + "TN": 101304350, + "TP": 592, + "n_pred": 42905, + "n_ref": 49945 + }, + "14": { + "Dice": 0.25960083134396195, + "FN": 116730, + "FP": 218850, + "IoU": 0.1491616613126916, + "TN": 101002197, + "TP": 58831, + "n_pred": 277681, + "n_ref": 175561 + }, + "15": { + "Dice": 0.0, + "FN": 26874, + "FP": 24516, + "IoU": 0.0, + "TN": 101345218, + "TP": 0, + "n_pred": 24516, + "n_ref": 26874 + }, + "2": { + "Dice": 0.0, + "FN": 181739, + "FP": 37833, + "IoU": 0.0, + "TN": 101177036, + "TP": 0, + "n_pred": 37833, + "n_ref": 181739 + }, + "3": { + "Dice": 0.00012372682883718874, + "FN": 167162, + "FP": 59115, + "IoU": 6.186724173740891e-05, + "TN": 101170317, + "TP": 14, + "n_pred": 59129, + "n_ref": 167176 + }, + "4": { + "Dice": 0.19646861984265424, + "FN": 4627, + "FP": 40517, + "IoU": 0.10893551507016955, + "TN": 101345945, + "TP": 5519, + "n_pred": 46036, + "n_ref": 10146 + }, + "5": { + "Dice": 0.02117415868337018, + "FN": 38085, + "FP": 1763, + "IoU": 0.010700364954442761, + "TN": 101356329, + "TP": 431, + "n_pred": 2194, + "n_ref": 38516 + }, + "6": { + "Dice": 0.5212199216564074, + "FN": 805966, + "FP": 1076310, + "IoU": 0.35246615050443125, + "TN": 98489770, + "TP": 1024562, + "n_pred": 2100872, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.22768702417675932, + "FN": 386102, + "FP": 122134, + "IoU": 0.12846885808698574, + "TN": 100813455, + "TP": 74917, + "n_pred": 197051, + "n_ref": 461019 + }, + "8": { + "Dice": 0.5002131256675144, + "FN": 151276, + "FP": 57432, + "IoU": 0.33352280529201567, + "TN": 101083457, + "TP": 104443, + "n_pred": 161875, + "n_ref": 255719 + }, + "9": { + "Dice": 0.36139000337907384, + "FN": 40096, + "FP": 124325, + "IoU": 0.22054668537621358, + "TN": 101185664, + "TP": 46523, + "n_pred": 170848, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 216995, + "FP": 8668, + "IoU": 0.0, + "TN": 73657841, + "TP": 0, + "n_pred": 8668, + "n_ref": 216995 + }, + "10": { + "Dice": 0.009601373855120733, + "FN": 74734, + "FP": 153644, + "IoU": 0.004823844695731747, + "TN": 73654019, + "TP": 1107, + "n_pred": 154751, + "n_ref": 75841 + }, + "11": { + "Dice": 0.18724087200748962, + "FN": 5559, + "FP": 518, + "IoU": 0.10329054153755349, + "TN": 73876727, + "TP": 700, + "n_pred": 1218, + "n_ref": 6259 + }, + "12": { + "Dice": 0.0, + "FN": 5541, + "FP": 0, + "IoU": 0.0, + "TN": 73877963, + "TP": 0, + "n_pred": 0, + "n_ref": 5541 + }, + "13": { + "Dice": 0.0, + "FN": 61239, + "FP": 35970, + "IoU": 0.0, + "TN": 73786295, + "TP": 0, + "n_pred": 35970, + "n_ref": 61239 + }, + "14": { + "Dice": 0.11407383807739493, + "FN": 53163, + "FP": 692071, + "IoU": 0.06048690578697021, + "TN": 73090291, + "TP": 47979, + "n_pred": 740050, + "n_ref": 101142 + }, + "15": { + "Dice": 0.33590248931202815, + "FN": 166783, + "FP": 52243, + "IoU": 0.2018526481499027, + "TN": 73609086, + "TP": 55392, + "n_pred": 107635, + "n_ref": 222175 + }, + "2": { + "Dice": 0.002335153961845959, + "FN": 190755, + "FP": 61315, + "IoU": 0.0011689418104729261, + "TN": 73631139, + "TP": 295, + "n_pred": 61610, + "n_ref": 191050 + }, + "3": { + "Dice": 0.04533720934135837, + "FN": 180778, + "FP": 103617, + "IoU": 0.0231943891079451, + "TN": 73592356, + "TP": 6753, + "n_pred": 110370, + "n_ref": 187531 + }, + "4": { + "Dice": 0.0, + "FN": 47888, + "FP": 7856, + "IoU": 0.0, + "TN": 73827760, + "TP": 0, + "n_pred": 7856, + "n_ref": 47888 + }, + "5": { + "Dice": 0.06489800232533559, + "FN": 14514, + "FP": 3180, + "IoU": 0.03353725147476513, + "TN": 73865196, + "TP": 614, + "n_pred": 3794, + "n_ref": 15128 + }, + "6": { + "Dice": 0.15625527834231445, + "FN": 1500583, + "FP": 667387, + "IoU": 0.08474886816317363, + "TN": 71514788, + "TP": 200746, + "n_pred": 868133, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.001732484076433121, + "FN": 172378, + "FP": 82305, + "IoU": 0.0008669930640554875, + "TN": 73628600, + "TP": 221, + "n_pred": 82526, + "n_ref": 172599 + }, + "8": { + "Dice": 0.04448359627345773, + "FN": 75281, + "FP": 103692, + "IoU": 0.02274774897755257, + "TN": 73700365, + "TP": 4166, + "n_pred": 107858, + "n_ref": 79447 + }, + "9": { + "Dice": 0.2601976980095609, + "FN": 64082, + "FP": 84329, + "IoU": 0.14955589937539396, + "TN": 73708994, + "TP": 26099, + "n_pred": 110428, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.11941831115190454, + "FN": 166525, + "FP": 140481, + "IoU": 0.06350073057717122, + "TN": 69167953, + "TP": 20817, + "n_pred": 161298, + "n_ref": 187342 + }, + "10": { + "Dice": 0.0507445118003649, + "FN": 63162, + "FP": 98126, + "IoU": 0.026032765898344797, + "TN": 69330177, + "TP": 4311, + "n_pred": 102437, + "n_ref": 67473 + }, + "11": { + "Dice": 0.21063792189432762, + "FN": 2865, + "FP": 1602, + "IoU": 0.11771676871420107, + "TN": 69490713, + "TP": 596, + "n_pred": 2198, + "n_ref": 3461 + }, + "12": { + "Dice": 0.0, + "FN": 3152, + "FP": 0, + "IoU": 0.0, + "TN": 69492624, + "TP": 0, + "n_pred": 0, + "n_ref": 3152 + }, + "13": { + "Dice": 0.17916657107241457, + "FN": 66104, + "FP": 41229, + "IoU": 0.09839811167018069, + "TN": 69376729, + "TP": 11714, + "n_pred": 52943, + "n_ref": 77818 + }, + "14": { + "Dice": 0.4575009320383962, + "FN": 90291, + "FP": 53768, + "IoU": 0.2965972178141922, + "TN": 69290973, + "TP": 60744, + "n_pred": 114512, + "n_ref": 151035 + }, + "15": { + "Dice": 0.05587955599316654, + "FN": 90676, + "FP": 21511, + "IoU": 0.028742846753876387, + "TN": 69380269, + "TP": 3320, + "n_pred": 24831, + "n_ref": 93996 + }, + "2": { + "Dice": 0.0, + "FN": 150150, + "FP": 6941, + "IoU": 0.0, + "TN": 69338685, + "TP": 0, + "n_pred": 6941, + "n_ref": 150150 + }, + "3": { + "Dice": 0.058592177880496504, + "FN": 165217, + "FP": 71034, + "IoU": 0.030180252295743483, + "TN": 69252173, + "TP": 7352, + "n_pred": 78386, + "n_ref": 172569 + }, + "4": { + "Dice": 0.2853225806451613, + "FN": 30043, + "FP": 5405, + "IoU": 0.16640015050324522, + "TN": 69453252, + "TP": 7076, + "n_pred": 12481, + "n_ref": 37119 + }, + "5": { + "Dice": 0.12898515453881723, + "FN": 17238, + "FP": 7815, + "IoU": 0.06893860561914672, + "TN": 69468868, + "TP": 1855, + "n_pred": 9670, + "n_ref": 19093 + }, + "6": { + "Dice": 0.5816338614937595, + "FN": 720338, + "FP": 328877, + "IoU": 0.41007314381201326, + "TN": 67717225, + "TP": 729336, + "n_pred": 1058213, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.27870702216521837, + "FN": 244324, + "FP": 111096, + "IoU": 0.16191724811182612, + "TN": 69071689, + "TP": 68667, + "n_pred": 179763, + "n_ref": 312991 + }, + "8": { + "Dice": 0.2888630056063933, + "FN": 36852, + "FP": 218358, + "IoU": 0.16881348866445417, + "TN": 69188733, + "TP": 51833, + "n_pred": 270191, + "n_ref": 88685 + }, + "9": { + "Dice": 0.2525636213497485, + "FN": 55136, + "FP": 94213, + "IoU": 0.144533800735471, + "TN": 69321194, + "TP": 25233, + "n_pred": 119446, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.25146328550851943, + "FN": 159900, + "FP": 93187, + "IoU": 0.14381355760187822, + "TN": 50537954, + "TP": 42511, + "n_pred": 135698, + "n_ref": 202411 + }, + "10": { + "Dice": 0.23479363080542806, + "FN": 47499, + "FP": 137231, + "IoU": 0.13301200069460414, + "TN": 50620481, + "TP": 28341, + "n_pred": 165572, + "n_ref": 75840 + }, + "11": { + "Dice": 0.013498920086393088, + "FN": 6679, + "FP": 629, + "IoU": 0.00679532481652623, + "TN": 50826194, + "TP": 50, + "n_pred": 679, + "n_ref": 6729 + }, + "12": { + "Dice": 0.0, + "FN": 6299, + "FP": 12, + "IoU": 0.0, + "TN": 50827241, + "TP": 0, + "n_pred": 12, + "n_ref": 6299 + }, + "13": { + "Dice": 0.23113553113553115, + "FN": 37536, + "FP": 33830, + "IoU": 0.1306688755435908, + "TN": 50751459, + "TP": 10727, + "n_pred": 44557, + "n_ref": 48263 + }, + "14": { + "Dice": 0.005079146703353837, + "FN": 50102, + "FP": 198670, + "IoU": 0.0025460392049942463, + "TN": 50584145, + "TP": 635, + "n_pred": 199305, + "n_ref": 50737 + }, + "15": { + "Dice": 0.03980099502487562, + "FN": 32608, + "FP": 71033, + "IoU": 0.02030456852791878, + "TN": 50727763, + "TP": 2148, + "n_pred": 73181, + "n_ref": 34756 + }, + "2": { + "Dice": 0.0, + "FN": 212070, + "FP": 52182, + "IoU": 0.0, + "TN": 50569300, + "TP": 0, + "n_pred": 52182, + "n_ref": 212070 + }, + "3": { + "Dice": 0.03718336403625648, + "FN": 198321, + "FP": 50984, + "IoU": 0.018943880622857796, + "TN": 50579433, + "TP": 4814, + "n_pred": 55798, + "n_ref": 203135 + }, + "4": { + "Dice": 0.3316585414386628, + "FN": 11298, + "FP": 15572, + "IoU": 0.19879536034827205, + "TN": 50800015, + "TP": 6667, + "n_pred": 22239, + "n_ref": 17965 + }, + "5": { + "Dice": 0.00880410858400587, + "FN": 12784, + "FP": 726, + "IoU": 0.004421518054532056, + "TN": 50819982, + "TP": 60, + "n_pred": 786, + "n_ref": 12844 + }, + "6": { + "Dice": 0.40738087373412174, + "FN": 1539018, + "FP": 373486, + "IoU": 0.2557930311243241, + "TN": 48263697, + "TP": 657351, + "n_pred": 1030837, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.3499221115981152, + "FN": 156032, + "FP": 112718, + "IoU": 0.2120639965286838, + "TN": 50492471, + "TP": 72331, + "n_pred": 185049, + "n_ref": 228363 + }, + "8": { + "Dice": 0.3631188846199893, + "FN": 36198, + "FP": 197866, + "IoU": 0.22183583230825493, + "TN": 50532762, + "TP": 66726, + "n_pred": 264592, + "n_ref": 102924 + }, + "9": { + "Dice": 0.26278225466936767, + "FN": 88590, + "FP": 60255, + "IoU": 0.151266158416632, + "TN": 50658179, + "TP": 26528, + "n_pred": 86783, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.04430704542444709, + "FN": 206600, + "FP": 24326, + "IoU": 0.022655420075419312, + "TN": 76648581, + "TP": 5353, + "n_pred": 29679, + "n_ref": 211953 + }, + "10": { + "Dice": 0.09873027174557969, + "FN": 58719, + "FP": 55206, + "IoU": 0.051928598177505926, + "TN": 76764695, + "TP": 6240, + "n_pred": 61446, + "n_ref": 64959 + }, + "11": { + "Dice": 0.3492682926829268, + "FN": 2158, + "FP": 510, + "IoU": 0.2115839243498818, + "TN": 76881476, + "TP": 716, + "n_pred": 1226, + "n_ref": 2874 + }, + "12": { + "Dice": 0.0, + "FN": 2609, + "FP": 0, + "IoU": 0.0, + "TN": 76882251, + "TP": 0, + "n_pred": 0, + "n_ref": 2609 + }, + "13": { + "Dice": 0.025144423773621853, + "FN": 42141, + "FP": 7640, + "IoU": 0.012732284869999801, + "TN": 76834437, + "TP": 642, + "n_pred": 8282, + "n_ref": 42783 + }, + "14": { + "Dice": 0.2759648593518523, + "FN": 50866, + "FP": 109927, + "IoU": 0.16006916149522557, + "TN": 76693424, + "TP": 30643, + "n_pred": 140570, + "n_ref": 81509 + }, + "15": { + "Dice": 0.15620889748549324, + "FN": 35977, + "FP": 7647, + "IoU": 0.0847215811338173, + "TN": 76837198, + "TP": 4038, + "n_pred": 11685, + "n_ref": 40015 + }, + "2": { + "Dice": 0.630644968766164, + "FN": 40497, + "FP": 33767, + "IoU": 0.4605416085541609, + "TN": 76747196, + "TP": 63400, + "n_pred": 97167, + "n_ref": 103897 + }, + "3": { + "Dice": 0.21196535704574512, + "FN": 79091, + "FP": 57120, + "IoU": 0.11854656053840679, + "TN": 76730330, + "TP": 18319, + "n_pred": 75439, + "n_ref": 97410 + }, + "4": { + "Dice": 0.5384693669855486, + "FN": 14300, + "FP": 3840, + "IoU": 0.3684283824246222, + "TN": 76856138, + "TP": 10582, + "n_pred": 14422, + "n_ref": 24882 + }, + "5": { + "Dice": 0.13055009823182712, + "FN": 14426, + "FP": 3276, + "IoU": 0.06983342966738479, + "TN": 76865829, + "TP": 1329, + "n_pred": 4605, + "n_ref": 15755 + }, + "6": { + "Dice": 0.5824456728604854, + "FN": 528144, + "FP": 336292, + "IoU": 0.41088067082113433, + "TN": 75417524, + "TP": 602900, + "n_pred": 939192, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.07971637095357491, + "FN": 148677, + "FP": 139450, + "IoU": 0.041512810788873145, + "TN": 76584254, + "TP": 12479, + "n_pred": 151929, + "n_ref": 161156 + }, + "8": { + "Dice": 0.40718111470862056, + "FN": 23292, + "FP": 133987, + "IoU": 0.25563553927484584, + "TN": 76673567, + "TP": 54014, + "n_pred": 188001, + "n_ref": 77306 + }, + "9": { + "Dice": 0.19562937883759632, + "FN": 73017, + "FP": 81172, + "IoU": 0.10841973181295139, + "TN": 76711921, + "TP": 18750, + "n_pred": 99922, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0017774867273195032, + "FN": 124459, + "FP": 3584, + "IoU": 0.0008895339310377115, + "TN": 130871775, + "TP": 114, + "n_pred": 3698, + "n_ref": 124573 + }, + "10": { + "Dice": 0.06621796403239226, + "FN": 53544, + "FP": 59805, + "IoU": 0.03424272374071297, + "TN": 130882564, + "TP": 4019, + "n_pred": 63824, + "n_ref": 57563 + }, + "11": { + "Dice": 0.2566678626958498, + "FN": 4495, + "FP": 1720, + "IoU": 0.14722832052689352, + "TN": 130992644, + "TP": 1073, + "n_pred": 2793, + "n_ref": 5568 + }, + "12": { + "Dice": 0.0, + "FN": 7302, + "FP": 0, + "IoU": 0.0, + "TN": 130992630, + "TP": 0, + "n_pred": 0, + "n_ref": 7302 + }, + "13": { + "Dice": 0.005949890763724259, + "FN": 78161, + "FP": 7379, + "IoU": 0.002983822089607907, + "TN": 130914136, + "TP": 256, + "n_pred": 7635, + "n_ref": 78417 + }, + "14": { + "Dice": 0.1645541985047268, + "FN": 846255, + "FP": 167830, + "IoU": 0.08965353178539529, + "TN": 129885977, + "TP": 99870, + "n_pred": 267700, + "n_ref": 946125 + }, + "15": { + "Dice": 0.0, + "FN": 25310, + "FP": 56857, + "IoU": 0.0, + "TN": 130917765, + "TP": 0, + "n_pred": 56857, + "n_ref": 25310 + }, + "2": { + "Dice": 0.13271096736254043, + "FN": 200801, + "FP": 35171, + "IoU": 0.07107146512561706, + "TN": 130745906, + "TP": 18054, + "n_pred": 53225, + "n_ref": 218855 + }, + "3": { + "Dice": 0.016796211444638488, + "FN": 279872, + "FP": 91137, + "IoU": 0.008469231221504205, + "TN": 130625754, + "TP": 3169, + "n_pred": 94306, + "n_ref": 283041 + }, + "4": { + "Dice": 0.0, + "FN": 2280, + "FP": 0, + "IoU": 0.0, + "TN": 130997652, + "TP": 0, + "n_pred": 0, + "n_ref": 2280 + }, + "5": { + "Dice": 0.1420308703241042, + "FN": 21644, + "FP": 3425, + "IoU": 0.07644414972001179, + "TN": 130972788, + "TP": 2075, + "n_pred": 5500, + "n_ref": 23719 + }, + "6": { + "Dice": 0.3834839098633627, + "FN": 1073547, + "FP": 210857, + "IoU": 0.2372286376877006, + "TN": 129316067, + "TP": 399461, + "n_pred": 610318, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.06097657272761276, + "FN": 196731, + "FP": 29214, + "IoU": 0.03144705312477227, + "TN": 130766651, + "TP": 7336, + "n_pred": 36550, + "n_ref": 204067 + }, + "8": { + "Dice": 0.17195815177722235, + "FN": 106587, + "FP": 80596, + "IoU": 0.09406685735580948, + "TN": 130793313, + "TP": 19436, + "n_pred": 100032, + "n_ref": 126023 + }, + "9": { + "Dice": 0.17605994938049, + "FN": 46576, + "FP": 53040, + "IoU": 0.09652726761534206, + "TN": 130889673, + "TP": 10643, + "n_pred": 63683, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 57417, + "FP": 729, + "IoU": 0.0, + "TN": 74368552, + "TP": 0, + "n_pred": 729, + "n_ref": 57417 + }, + "10": { + "Dice": 0.17930611580066877, + "FN": 69418, + "FP": 16237, + "IoU": 0.09848229697301393, + "TN": 74331686, + "TP": 9357, + "n_pred": 25594, + "n_ref": 78775 + }, + "11": { + "Dice": 0.292904953145917, + "FN": 1841, + "FP": 800, + "IoU": 0.17158092848180678, + "TN": 74423510, + "TP": 547, + "n_pred": 1347, + "n_ref": 2388 + }, + "12": { + "Dice": 0.0, + "FN": 2457, + "FP": 0, + "IoU": 0.0, + "TN": 74424241, + "TP": 0, + "n_pred": 0, + "n_ref": 2457 + }, + "13": { + "Dice": 0.0172042643340395, + "FN": 102320, + "FP": 12730, + "IoU": 0.008676770897059203, + "TN": 74310641, + "TP": 1007, + "n_pred": 13737, + "n_ref": 103327 + }, + "14": { + "Dice": 0.40202140511476747, + "FN": 111827, + "FP": 63892, + "IoU": 0.25158122042532166, + "TN": 74191911, + "TP": 59068, + "n_pred": 122960, + "n_ref": 170895 + }, + "15": { + "Dice": 0.2395600042658866, + "FN": 14356, + "FP": 35557, + "IoU": 0.13607961921246214, + "TN": 74368923, + "TP": 7862, + "n_pred": 43419, + "n_ref": 22218 + }, + "2": { + "Dice": 0.48377936926749593, + "FN": 70623, + "FP": 32092, + "IoU": 0.31906924326295205, + "TN": 74275853, + "TP": 48130, + "n_pred": 80222, + "n_ref": 118753 + }, + "3": { + "Dice": 0.15283185476307037, + "FN": 114491, + "FP": 70672, + "IoU": 0.08273846382483342, + "TN": 74224833, + "TP": 16702, + "n_pred": 87374, + "n_ref": 131193 + }, + "4": { + "Dice": 0.003511852502194908, + "FN": 30404, + "FP": 1376, + "IoU": 0.001759014951627089, + "TN": 74394862, + "TP": 56, + "n_pred": 1432, + "n_ref": 30460 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 434, + "IoU": 0.0, + "TN": 74426264, + "TP": 0, + "n_pred": 434, + "n_ref": 0 + }, + "6": { + "Dice": 0.4896107142698655, + "FN": 556582, + "FP": 133498, + "IoU": 0.32416193553252315, + "TN": 73405625, + "TP": 330993, + "n_pred": 464491, + "n_ref": 887575 + }, + "7": { + "Dice": 0.03701136260887911, + "FN": 147443, + "FP": 12312, + "IoU": 0.01885459849531706, + "TN": 74263873, + "TP": 3070, + "n_pred": 15382, + "n_ref": 150513 + }, + "8": { + "Dice": 0.2682092919067194, + "FN": 26170, + "FP": 66935, + "IoU": 0.15487396407272594, + "TN": 74316531, + "TP": 17062, + "n_pred": 83997, + "n_ref": 43232 + }, + "9": { + "Dice": 0.24961690313508447, + "FN": 19926, + "FP": 63320, + "IoU": 0.14260701190623326, + "TN": 74329606, + "TP": 13846, + "n_pred": 77166, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.28228239655987863, + "FN": 88476, + "FP": 175568, + "IoU": 0.1643357417974548, + "TN": 106330719, + "TP": 51925, + "n_pred": 227493, + "n_ref": 140401 + }, + "10": { + "Dice": 0.2952956231623528, + "FN": 60576, + "FP": 124454, + "IoU": 0.17322394848903247, + "TN": 106422891, + "TP": 38767, + "n_pred": 163221, + "n_ref": 99343 + }, + "11": { + "Dice": 0.30324786324786324, + "FN": 3764, + "FP": 312, + "IoU": 0.17872254684666533, + "TN": 106641725, + "TP": 887, + "n_pred": 1199, + "n_ref": 4651 + }, + "12": { + "Dice": 0.0, + "FN": 5470, + "FP": 0, + "IoU": 0.0, + "TN": 106641218, + "TP": 0, + "n_pred": 0, + "n_ref": 5470 + }, + "13": { + "Dice": 0.22599480644241304, + "FN": 33415, + "FP": 18150, + "IoU": 0.12739241534530316, + "TN": 106587595, + "TP": 7528, + "n_pred": 25678, + "n_ref": 40943 + }, + "14": { + "Dice": 0.04094986316450495, + "FN": 62332, + "FP": 308783, + "IoU": 0.020902917385591947, + "TN": 106267650, + "TP": 7923, + "n_pred": 316706, + "n_ref": 70255 + }, + "15": { + "Dice": 0.4129593439858988, + "FN": 15784, + "FP": 14856, + "IoU": 0.260207161310573, + "TN": 106605271, + "TP": 10777, + "n_pred": 25633, + "n_ref": 26561 + }, + "2": { + "Dice": 0.2149310428157764, + "FN": 161325, + "FP": 23850, + "IoU": 0.12040489637711795, + "TN": 106436165, + "TP": 25348, + "n_pred": 49198, + "n_ref": 186673 + }, + "3": { + "Dice": 0.14760783237677116, + "FN": 131126, + "FP": 92540, + "IoU": 0.07968497975575232, + "TN": 106403656, + "TP": 19366, + "n_pred": 111906, + "n_ref": 150492 + }, + "4": { + "Dice": 0.6704456265806227, + "FN": 2395, + "FP": 5163, + "IoU": 0.5042634133543225, + "TN": 106631442, + "TP": 7688, + "n_pred": 12851, + "n_ref": 10083 + }, + "5": { + "Dice": 0.010621680724773508, + "FN": 4408, + "FP": 1926, + "IoU": 0.005339195979899497, + "TN": 106640320, + "TP": 34, + "n_pred": 1960, + "n_ref": 4442 + }, + "6": { + "Dice": 0.616382122662027, + "FN": 615082, + "FP": 203356, + "IoU": 0.44548580410649374, + "TN": 105170733, + "TP": 657517, + "n_pred": 860873, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.29086932336346744, + "FN": 259975, + "FP": 114819, + "IoU": 0.17018553779391576, + "TN": 106195028, + "TP": 76866, + "n_pred": 191685, + "n_ref": 336841 + }, + "8": { + "Dice": 0.34820631941666924, + "FN": 25760, + "FP": 143722, + "IoU": 0.21080497129260126, + "TN": 106431935, + "TP": 45271, + "n_pred": 188993, + "n_ref": 71031 + }, + "9": { + "Dice": 0.24822905020526667, + "FN": 56998, + "FP": 113121, + "IoU": 0.1417017734164123, + "TN": 106448483, + "TP": 28086, + "n_pred": 141207, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.07205356931595013, + "FN": 147131, + "FP": 48958, + "IoU": 0.03737322166694485, + "TN": 107923226, + "TP": 7613, + "n_pred": 56571, + "n_ref": 154744 + }, + "10": { + "Dice": 0.4155444031242854, + "FN": 46613, + "FP": 50513, + "IoU": 0.2622632050678293, + "TN": 107995274, + "TP": 34528, + "n_pred": 85041, + "n_ref": 81141 + }, + "11": { + "Dice": 0.24889191953631096, + "FN": 2307, + "FP": 2099, + "IoU": 0.14213395638629284, + "TN": 108121792, + "TP": 730, + "n_pred": 2829, + "n_ref": 3037 + }, + "12": { + "Dice": 0.0, + "FN": 3974, + "FP": 0, + "IoU": 0.0, + "TN": 108122954, + "TP": 0, + "n_pred": 0, + "n_ref": 3974 + }, + "13": { + "Dice": 0.03337802033082453, + "FN": 75841, + "FP": 15730, + "IoU": 0.016972260391618, + "TN": 108033776, + "TP": 1581, + "n_pred": 17311, + "n_ref": 77422 + }, + "14": { + "Dice": 0.13543977909887636, + "FN": 24663, + "FP": 169774, + "IoU": 0.07263899421463559, + "TN": 107917261, + "TP": 15230, + "n_pred": 185004, + "n_ref": 39893 + }, + "15": { + "Dice": 0.24464241216047844, + "FN": 19377, + "FP": 29123, + "IoU": 0.13936898889164923, + "TN": 108070574, + "TP": 7854, + "n_pred": 36977, + "n_ref": 27231 + }, + "2": { + "Dice": 0.11243824651366394, + "FN": 176913, + "FP": 35982, + "IoU": 0.05956798303737079, + "TN": 107900548, + "TP": 13485, + "n_pred": 49467, + "n_ref": 190398 + }, + "3": { + "Dice": 0.24750788390614142, + "FN": 163191, + "FP": 62063, + "IoU": 0.14123195284770435, + "TN": 107864629, + "TP": 37045, + "n_pred": 99108, + "n_ref": 200236 + }, + "4": { + "Dice": 0.3905905941746182, + "FN": 22400, + "FP": 11641, + "IoU": 0.24269187986651836, + "TN": 108081978, + "TP": 10909, + "n_pred": 22550, + "n_ref": 33309 + }, + "5": { + "Dice": 0.0, + "FN": 3877, + "FP": 1406, + "IoU": 0.0, + "TN": 108121645, + "TP": 0, + "n_pred": 1406, + "n_ref": 3877 + }, + "6": { + "Dice": 0.5670644043683298, + "FN": 817732, + "FP": 192573, + "IoU": 0.3957361420129668, + "TN": 106454968, + "TP": 661655, + "n_pred": 854228, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.20366267347642875, + "FN": 205322, + "FP": 193991, + "IoU": 0.1133766305856231, + "TN": 107676553, + "TP": 51062, + "n_pred": 245053, + "n_ref": 256384 + }, + "8": { + "Dice": 0.22090328524064737, + "FN": 20151, + "FP": 142226, + "IoU": 0.12416597895327325, + "TN": 107941531, + "TP": 23020, + "n_pred": 165246, + "n_ref": 43171 + }, + "9": { + "Dice": 0.31736332758708974, + "FN": 33847, + "FP": 86138, + "IoU": 0.18861072790716546, + "TN": 107979052, + "TP": 27891, + "n_pred": 114029, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.20713982362786978, + "FN": 103764, + "FP": 54923, + "IoU": 0.11553596111829491, + "TN": 62390744, + "TP": 20729, + "n_pred": 75652, + "n_ref": 124493 + }, + "10": { + "Dice": 0.13741007841972108, + "FN": 51515, + "FP": 44292, + "IoU": 0.07377366151704402, + "TN": 62466722, + "TP": 7631, + "n_pred": 51923, + "n_ref": 59146 + }, + "11": { + "Dice": 0.10712966383450313, + "FN": 1907, + "FP": 510, + "IoU": 0.05659640905542545, + "TN": 62567598, + "TP": 145, + "n_pred": 655, + "n_ref": 2052 + }, + "12": { + "Dice": 0.0, + "FN": 4267, + "FP": 0, + "IoU": 0.0, + "TN": 62565893, + "TP": 0, + "n_pred": 0, + "n_ref": 4267 + }, + "13": { + "Dice": 0.03913599759163092, + "FN": 40669, + "FP": 10399, + "IoU": 0.01995854763184156, + "TN": 62518052, + "TP": 1040, + "n_pred": 11439, + "n_ref": 41709 + }, + "14": { + "Dice": 0.5517730330818262, + "FN": 189055, + "FP": 79636, + "IoU": 0.38099900477340165, + "TN": 62136088, + "TP": 165381, + "n_pred": 245017, + "n_ref": 354436 + }, + "15": { + "Dice": 0.0, + "FN": 91339, + "FP": 27475, + "IoU": 0.0, + "TN": 62451346, + "TP": 0, + "n_pred": 27475, + "n_ref": 91339 + }, + "2": { + "Dice": 0.41437436172961534, + "FN": 116495, + "FP": 26294, + "IoU": 0.2613317744922558, + "TN": 62376854, + "TP": 50517, + "n_pred": 76811, + "n_ref": 167012 + }, + "3": { + "Dice": 0.06904253399109614, + "FN": 190987, + "FP": 56603, + "IoU": 0.03575559545275751, + "TN": 62313389, + "TP": 9181, + "n_pred": 65784, + "n_ref": 200168 + }, + "4": { + "Dice": 0.6757270997553683, + "FN": 11050, + "FP": 880, + "IoU": 0.5102627257799671, + "TN": 62545800, + "TP": 12430, + "n_pred": 13310, + "n_ref": 23480 + }, + "5": { + "Dice": 0.2678983833718245, + "FN": 6435, + "FP": 3075, + "IoU": 0.15466666666666667, + "TN": 62558910, + "TP": 1740, + "n_pred": 4815, + "n_ref": 8175 + }, + "6": { + "Dice": 0.47224055047601093, + "FN": 939012, + "FP": 219981, + "IoU": 0.309106614017769, + "TN": 60892632, + "TP": 518535, + "n_pred": 738516, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.16854540785080702, + "FN": 166068, + "FP": 44369, + "IoU": 0.09202816634018794, + "TN": 62338394, + "TP": 21329, + "n_pred": 65698, + "n_ref": 187397 + }, + "8": { + "Dice": 0.2843166981771484, + "FN": 38243, + "FP": 122259, + "IoU": 0.16571630549476826, + "TN": 62377777, + "TP": 31881, + "n_pred": 154140, + "n_ref": 70124 + }, + "9": { + "Dice": 0.421392116768906, + "FN": 24248, + "FP": 45362, + "IoU": 0.2669390677983951, + "TN": 62475202, + "TP": 25348, + "n_pred": 70710, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.23400473473823108, + "FN": 235486, + "FP": 60575, + "IoU": 0.13250586756445532, + "TN": 55039965, + "TP": 45222, + "n_pred": 105797, + "n_ref": 280708 + }, + "10": { + "Dice": 0.20443848422313507, + "FN": 60867, + "FP": 61340, + "IoU": 0.11385768876578033, + "TN": 55243339, + "TP": 15702, + "n_pred": 77042, + "n_ref": 76569 + }, + "11": { + "Dice": 0.25721323011963404, + "FN": 3596, + "FP": 626, + "IoU": 0.14758732081566728, + "TN": 55376295, + "TP": 731, + "n_pred": 1357, + "n_ref": 4327 + }, + "12": { + "Dice": 0.0, + "FN": 4728, + "FP": 0, + "IoU": 0.0, + "TN": 55376520, + "TP": 0, + "n_pred": 0, + "n_ref": 4728 + }, + "13": { + "Dice": 0.06473923608947597, + "FN": 52793, + "FP": 7247, + "IoU": 0.03345246144434785, + "TN": 55319130, + "TP": 2078, + "n_pred": 9325, + "n_ref": 54871 + }, + "14": { + "Dice": 0.4248841731454225, + "FN": 36081, + "FP": 123926, + "IoU": 0.269747891489284, + "TN": 55162136, + "TP": 59105, + "n_pred": 183031, + "n_ref": 95186 + }, + "15": { + "Dice": 0.3153954141319607, + "FN": 68650, + "FP": 14741, + "IoU": 0.18722222222222223, + "TN": 55278648, + "TP": 19209, + "n_pred": 33950, + "n_ref": 87859 + }, + "2": { + "Dice": 0.5086322841506018, + "FN": 105173, + "FP": 69094, + "IoU": 0.34105088821834517, + "TN": 55116786, + "TP": 90195, + "n_pred": 159289, + "n_ref": 195368 + }, + "3": { + "Dice": 0.061540175510763746, + "FN": 176708, + "FP": 42306, + "IoU": 0.03174694400848825, + "TN": 55155053, + "TP": 7181, + "n_pred": 49487, + "n_ref": 183889 + }, + "4": { + "Dice": 0.05779068159823033, + "FN": 6991, + "FP": 6639, + "IoU": 0.029755125284738042, + "TN": 55367200, + "TP": 418, + "n_pred": 7057, + "n_ref": 7409 + }, + "5": { + "Dice": 0.42738921516284034, + "FN": 4039, + "FP": 251, + "IoU": 0.27177049736886777, + "TN": 55375357, + "TP": 1601, + "n_pred": 1852, + "n_ref": 5640 + }, + "6": { + "Dice": 0.44177195794146756, + "FN": 1018763, + "FP": 194410, + "IoU": 0.28350918223616023, + "TN": 53688033, + "TP": 480042, + "n_pred": 674452, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.09756645316612618, + "FN": 164392, + "FP": 36524, + "IoU": 0.05128507817185058, + "TN": 55169471, + "TP": 10861, + "n_pred": 47385, + "n_ref": 175253 + }, + "8": { + "Dice": 0.19997884999638224, + "FN": 29087, + "FP": 114652, + "IoU": 0.11109805570672339, + "TN": 55219544, + "TP": 17965, + "n_pred": 132617, + "n_ref": 47052 + }, + "9": { + "Dice": 0.5294647052733021, + "FN": 17677, + "FP": 41402, + "IoU": 0.3600489611993327, + "TN": 55288930, + "TP": 33239, + "n_pred": 74641, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.2605339892610333, + "FN": 225346, + "FP": 134507, + "IoU": 0.14977814320749636, + "TN": 110723369, + "TP": 63393, + "n_pred": 197900, + "n_ref": 288739 + }, + "10": { + "Dice": 0.26469996377832333, + "FN": 55966, + "FP": 90194, + "IoU": 0.1525384419138623, + "TN": 110974147, + "TP": 26308, + "n_pred": 116502, + "n_ref": 82274 + }, + "11": { + "Dice": 0.5469150572551701, + "FN": 2034, + "FP": 617, + "IoU": 0.37638202775817453, + "TN": 111142364, + "TP": 1600, + "n_pred": 2217, + "n_ref": 3634 + }, + "12": { + "Dice": 0.0, + "FN": 3104, + "FP": 0, + "IoU": 0.0, + "TN": 111143511, + "TP": 0, + "n_pred": 0, + "n_ref": 3104 + }, + "13": { + "Dice": 0.07955722192465631, + "FN": 59252, + "FP": 18079, + "IoU": 0.041426499572347626, + "TN": 111065942, + "TP": 3342, + "n_pred": 21421, + "n_ref": 62594 + }, + "14": { + "Dice": 0.0, + "FN": 41116, + "FP": 79808, + "IoU": 0.0, + "TN": 111025691, + "TP": 0, + "n_pred": 79808, + "n_ref": 41116 + }, + "15": { + "Dice": 0.02675866097178111, + "FN": 24631, + "FP": 28689, + "IoU": 0.01356076443490648, + "TN": 111092562, + "TP": 733, + "n_pred": 29422, + "n_ref": 25364 + }, + "2": { + "Dice": 0.24999350823588473, + "FN": 127005, + "FP": 46293, + "IoU": 0.1428529033534474, + "TN": 110944435, + "TP": 28882, + "n_pred": 75175, + "n_ref": 155887 + }, + "3": { + "Dice": 0.21831850513309173, + "FN": 211397, + "FP": 26088, + "IoU": 0.1225350915761743, + "TN": 110875966, + "TP": 33164, + "n_pred": 59252, + "n_ref": 244561 + }, + "4": { + "Dice": 0.43392356314621794, + "FN": 8472, + "FP": 18574, + "IoU": 0.2770768737303539, + "TN": 111109203, + "TP": 10366, + "n_pred": 28940, + "n_ref": 18838 + }, + "5": { + "Dice": 0.12793701562307788, + "FN": 4247, + "FP": 2842, + "IoU": 0.06834012353791563, + "TN": 111139006, + "TP": 520, + "n_pred": 3362, + "n_ref": 4767 + }, + "6": { + "Dice": 0.6494803035891284, + "FN": 685872, + "FP": 305363, + "IoU": 0.48091138938231054, + "TN": 109237047, + "TP": 918333, + "n_pred": 1223696, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.06552557190526458, + "FN": 360202, + "FP": 167406, + "IoU": 0.033872544890552386, + "TN": 110600509, + "TP": 18498, + "n_pred": 185904, + "n_ref": 378700 + }, + "8": { + "Dice": 0.3945939013272603, + "FN": 23631, + "FP": 151022, + "IoU": 0.24579070781747284, + "TN": 110915044, + "TP": 56918, + "n_pred": 207940, + "n_ref": 80549 + }, + "9": { + "Dice": 0.31941917011881177, + "FN": 30139, + "FP": 79442, + "IoU": 0.19006474692526018, + "TN": 111011319, + "TP": 25715, + "n_pred": 105157, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.29358789895779897, + "FN": 143527, + "FP": 138780, + "IoU": 0.1720498224189154, + "TN": 96780054, + "TP": 58664, + "n_pred": 197444, + "n_ref": 202191 + }, + "10": { + "Dice": 0.1461517959330856, + "FN": 55757, + "FP": 162087, + "IoU": 0.0788369811576063, + "TN": 96884537, + "TP": 18644, + "n_pred": 180731, + "n_ref": 74401 + }, + "11": { + "Dice": 0.4775150672229949, + "FN": 2367, + "FP": 1014, + "IoU": 0.31364190012180265, + "TN": 97116099, + "TP": 1545, + "n_pred": 2559, + "n_ref": 3912 + }, + "12": { + "Dice": 0.0, + "FN": 5283, + "FP": 0, + "IoU": 0.0, + "TN": 97115742, + "TP": 0, + "n_pred": 0, + "n_ref": 5283 + }, + "13": { + "Dice": 0.1951630244698628, + "FN": 43838, + "FP": 18293, + "IoU": 0.10813332567753789, + "TN": 97051361, + "TP": 7533, + "n_pred": 25826, + "n_ref": 51371 + }, + "14": { + "Dice": 0.42146671180074036, + "FN": 56112, + "FP": 155814, + "IoU": 0.26699893816083925, + "TN": 96831904, + "TP": 77195, + "n_pred": 233009, + "n_ref": 133307 + }, + "15": { + "Dice": 0.000863760318850952, + "FN": 68464, + "FP": 12507, + "IoU": 0.0004320667604868775, + "TN": 97040019, + "TP": 35, + "n_pred": 12542, + "n_ref": 68499 + }, + "2": { + "Dice": 0.4173070890840652, + "FN": 114179, + "FP": 34431, + "IoU": 0.26366902019075933, + "TN": 96919200, + "TP": 53215, + "n_pred": 87646, + "n_ref": 167394 + }, + "3": { + "Dice": 0.20173839107488634, + "FN": 189474, + "FP": 50869, + "IoU": 0.11218522937575957, + "TN": 96850312, + "TP": 30370, + "n_pred": 81239, + "n_ref": 219844 + }, + "4": { + "Dice": 0.508755259942989, + "FN": 5989, + "FP": 15725, + "IoU": 0.3411614782450391, + "TN": 97088067, + "TP": 11244, + "n_pred": 26969, + "n_ref": 17233 + }, + "5": { + "Dice": 0.2340800663762705, + "FN": 10201, + "FP": 4569, + "IoU": 0.13255417865742644, + "TN": 97103998, + "TP": 2257, + "n_pred": 6826, + "n_ref": 12458 + }, + "6": { + "Dice": 0.5821339551962409, + "FN": 837159, + "FP": 240304, + "IoU": 0.41057048889044495, + "TN": 95293049, + "TP": 750513, + "n_pred": 990817, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.16881922916352074, + "FN": 288754, + "FP": 85540, + "IoU": 0.09219146020543044, + "TN": 96708720, + "TP": 38011, + "n_pred": 123551, + "n_ref": 326765 + }, + "8": { + "Dice": 0.3702572229594483, + "FN": 41933, + "FP": 155958, + "IoU": 0.22718752196699288, + "TN": 96864959, + "TP": 58175, + "n_pred": 214133, + "n_ref": 100108 + }, + "9": { + "Dice": 0.3380847593652109, + "FN": 62797, + "FP": 65042, + "IoU": 0.20343080747973355, + "TN": 96960538, + "TP": 32648, + "n_pred": 97690, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.01920165244507726, + "FN": 195221, + "FP": 411, + "IoU": 0.009693895629900733, + "TN": 78858858, + "TP": 1915, + "n_pred": 2326, + "n_ref": 197136 + }, + "10": { + "Dice": 0.022706553509835435, + "FN": 91804, + "FP": 12181, + "IoU": 0.011483653855294554, + "TN": 78951212, + "TP": 1208, + "n_pred": 13389, + "n_ref": 93012 + }, + "11": { + "Dice": 0.3669152072134559, + "FN": 1951, + "FP": 1700, + "IoU": 0.22467615204926736, + "TN": 79051696, + "TP": 1058, + "n_pred": 2758, + "n_ref": 3009 + }, + "12": { + "Dice": 0.0, + "FN": 3004, + "FP": 0, + "IoU": 0.0, + "TN": 79053401, + "TP": 0, + "n_pred": 0, + "n_ref": 3004 + }, + "13": { + "Dice": 0.004529978226878845, + "FN": 65320, + "FP": 2803, + "IoU": 0.002270130935293945, + "TN": 78988127, + "TP": 155, + "n_pred": 2958, + "n_ref": 65475 + }, + "14": { + "Dice": 0.16772712007479146, + "FN": 19399, + "FP": 163989, + "IoU": 0.09154046971520853, + "TN": 78854538, + "TP": 18479, + "n_pred": 182468, + "n_ref": 37878 + }, + "15": { + "Dice": 0.26719706789433695, + "FN": 29565, + "FP": 19620, + "IoU": 0.15419933966157656, + "TN": 78998253, + "TP": 8967, + "n_pred": 28587, + "n_ref": 38532 + }, + "2": { + "Dice": 0.4171255065057253, + "FN": 73732, + "FP": 35304, + "IoU": 0.2635240558996562, + "TN": 78908354, + "TP": 39015, + "n_pred": 74319, + "n_ref": 112747 + }, + "3": { + "Dice": 0.03399876738390632, + "FN": 118208, + "FP": 62043, + "IoU": 0.017293360156577963, + "TN": 78872982, + "TP": 3172, + "n_pred": 65215, + "n_ref": 121380 + }, + "4": { + "Dice": 0.0, + "FN": 8482, + "FP": 438, + "IoU": 0.0, + "TN": 79047485, + "TP": 0, + "n_pred": 438, + "n_ref": 8482 + }, + "5": { + "Dice": 0.0005598320503848845, + "FN": 4956, + "FP": 2185, + "IoU": 0.0002799944001119978, + "TN": 79049262, + "TP": 2, + "n_pred": 2187, + "n_ref": 4958 + }, + "6": { + "Dice": 0.38342597120608224, + "FN": 958770, + "FP": 198664, + "IoU": 0.23718429492037924, + "TN": 77539087, + "TP": 359884, + "n_pred": 558548, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.10377301833960167, + "FN": 446319, + "FP": 31223, + "IoU": 0.05472605302174038, + "TN": 78551216, + "TP": 27647, + "n_pred": 58870, + "n_ref": 473966 + }, + "8": { + "Dice": 0.20110662479437716, + "FN": 14717, + "FP": 118838, + "IoU": 0.11179463305955509, + "TN": 78906040, + "TP": 16810, + "n_pred": 135648, + "n_ref": 31527 + }, + "9": { + "Dice": 0.2846198314032157, + "FN": 48889, + "FP": 63724, + "IoU": 0.16592230492908194, + "TN": 78921390, + "TP": 22402, + "n_pred": 86126, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.04828207496607483, + "FN": 224953, + "FP": 108883, + "IoU": 0.024738244367579695, + "TN": 122369636, + "TP": 8468, + "n_pred": 117351, + "n_ref": 233421 + }, + "10": { + "Dice": 0.21661147814758167, + "FN": 76478, + "FP": 168855, + "IoU": 0.12146062144808792, + "TN": 122432689, + "TP": 33918, + "n_pred": 202773, + "n_ref": 110396 + }, + "11": { + "Dice": 0.363901490602722, + "FN": 3059, + "FP": 867, + "IoU": 0.22242028124381066, + "TN": 122706891, + "TP": 1123, + "n_pred": 1990, + "n_ref": 4182 + }, + "12": { + "Dice": 0.0, + "FN": 6290, + "FP": 0, + "IoU": 0.0, + "TN": 122705650, + "TP": 0, + "n_pred": 0, + "n_ref": 6290 + }, + "13": { + "Dice": 0.12984748414527822, + "FN": 48364, + "FP": 24493, + "IoU": 0.06943149451419667, + "TN": 122633647, + "TP": 5436, + "n_pred": 29929, + "n_ref": 53800 + }, + "14": { + "Dice": 0.23542796609024405, + "FN": 64136, + "FP": 218787, + "IoU": 0.1334193002983319, + "TN": 122385458, + "TP": 43559, + "n_pred": 262346, + "n_ref": 107695 + }, + "15": { + "Dice": 0.5223890241013159, + "FN": 26835, + "FP": 17515, + "IoU": 0.35353623695411346, + "TN": 122643336, + "TP": 24254, + "n_pred": 41769, + "n_ref": 51089 + }, + "2": { + "Dice": 0.10710431286116968, + "FN": 125181, + "FP": 70898, + "IoU": 0.056582258382690445, + "TN": 122504101, + "TP": 11760, + "n_pred": 82658, + "n_ref": 136941 + }, + "3": { + "Dice": 0.23992992172044528, + "FN": 105069, + "FP": 153500, + "IoU": 0.13631839134210702, + "TN": 122412560, + "TP": 40811, + "n_pred": 194311, + "n_ref": 145880 + }, + "4": { + "Dice": 0.21393534256576396, + "FN": 56098, + "FP": 12810, + "IoU": 0.11978028996614933, + "TN": 122633655, + "TP": 9377, + "n_pred": 22187, + "n_ref": 65475 + }, + "5": { + "Dice": 0.1573002370659601, + "FN": 15517, + "FP": 2612, + "IoU": 0.08536400787044045, + "TN": 122692119, + "TP": 1692, + "n_pred": 4304, + "n_ref": 17209 + }, + "6": { + "Dice": 0.5904025126514926, + "FN": 882775, + "FP": 266148, + "IoU": 0.4188447538751338, + "TN": 120734976, + "TP": 828041, + "n_pred": 1094189, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.07316075379742105, + "FN": 537342, + "FP": 194443, + "IoU": 0.037969308514764016, + "TN": 121951273, + "TP": 28882, + "n_pred": 223325, + "n_ref": 566224 + }, + "8": { + "Dice": 0.3657976869986136, + "FN": 51888, + "FP": 241331, + "IoU": 0.22383867902303187, + "TN": 122334159, + "TP": 84562, + "n_pred": 325893, + "n_ref": 136450 + }, + "9": { + "Dice": 0.4473904260816461, + "FN": 27128, + "FP": 90506, + "IoU": 0.28815384987776244, + "TN": 122546688, + "TP": 47618, + "n_pred": 138124, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/loop_000/summary_cross_val.json b/nnActive_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/loop_000/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..7306eeee02663524722aa050466039ce55e9ac29 --- /dev/null +++ b/nnActive_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/loop_000/summary_cross_val.json @@ -0,0 +1,7236 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": 0.0817969307873604, + "FN": 507.6333333333333, + "FP": 181.475, + "IoU": 0.055540398744188806, + "TN": 15540.8, + "TP": 154.09166666666667, + "n_pred": 335.56666666666666, + "n_ref": 661.725 + }, + "mean": { + "1": { + "Dice": 0.0, + "FN": 62.75, + "FP": 0.375, + "IoU": 0.0, + "TN": 16320.875, + "TP": 0.0, + "n_pred": 0.375, + "n_ref": 62.75 + }, + "10": { + "Dice": 0.3213648368650521, + "FN": 329.25, + "FP": 52.875, + "IoU": 0.23717563382075635, + "TN": 15646.125, + "TP": 355.75, + "n_pred": 408.625, + "n_ref": 685.0 + }, + "11": { + "Dice": 0.0, + "FN": 0.0, + "FP": 32.625, + "IoU": 0.0, + "TN": 16351.375, + "TP": 0.0, + "n_pred": 32.625, + "n_ref": 0.0 + }, + "12": { + "Dice": 0.0, + "FN": 283.75, + "FP": 0.0, + "IoU": 0.0, + "TN": 16100.25, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 283.75 + }, + "13": { + "Dice": 0.12058080808080808, + "FN": 3.875, + "FP": 135.5, + "IoU": 0.07360308285163776, + "TN": 16220.75, + "TP": 23.875, + "n_pred": 159.375, + "n_ref": 27.75 + }, + "14": { + "Dice": 0.15687933660517855, + "FN": 1140.5, + "FP": 676.375, + "IoU": 0.12905471251566197, + "TN": 13987.75, + "TP": 579.375, + "n_pred": 1255.75, + "n_ref": 1719.875 + }, + "15": { + "Dice": 0.2474743638435245, + "FN": 1638.75, + "FP": 0.0, + "IoU": 0.16442919148077118, + "TN": 14338.0, + "TP": 407.25, + "n_pred": 407.25, + "n_ref": 2046.0 + }, + "2": { + "Dice": 0.0, + "FN": 0.0, + "FP": 622.25, + "IoU": 0.0, + "TN": 15761.75, + "TP": 0.0, + "n_pred": 622.25, + "n_ref": 0.0 + }, + "3": { + "Dice": 0.0, + "FN": 1623.125, + "FP": 0.0, + "IoU": 0.0, + "TN": 14760.875, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 1623.125 + }, + "4": { + "Dice": 0.0, + "FN": 0.0, + "FP": 7.875, + "IoU": 0.0, + "TN": 16376.125, + "TP": 0.0, + "n_pred": 7.875, + "n_ref": 0.0 + }, + "5": { + "Dice": 0.0006371455877668047, + "FN": 378.125, + "FP": 14.0, + "IoU": 0.00031867431485022306, + "TN": 15991.75, + "TP": 0.125, + "n_pred": 14.125, + "n_ref": 378.25 + }, + "6": { + "Dice": 0.14899753177633854, + "FN": 1162.5, + "FP": 894.875, + "IoU": 0.10194771553412732, + "TN": 13435.125, + "TP": 891.5, + "n_pred": 1786.375, + "n_ref": 2054.0 + }, + "7": { + "Dice": 0.014341590612777053, + "FN": 109.25, + "FP": 285.375, + "IoU": 0.00738255033557047, + "TN": 15983.875, + "TP": 5.5, + "n_pred": 290.875, + "n_ref": 114.75 + }, + "8": { + "Dice": 0.19588706866504008, + "FN": 288.375, + "FP": 0.0, + "IoU": 0.10857805255023184, + "TN": 16060.5, + "TP": 35.125, + "n_pred": 35.125, + "n_ref": 323.5 + }, + "9": { + "Dice": 0.020791279773920066, + "FN": 594.25, + "FP": 0.0, + "IoU": 0.010616367759224902, + "TN": 15776.875, + "TP": 12.875, + "n_pred": 12.875, + "n_ref": 607.125 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 502, + "FP": 0, + "IoU": 0.0, + "TN": 15882, + "TP": 0, + "n_pred": 0, + "n_ref": 502 + }, + "10": { + "Dice": 0.0, + "FN": 2, + "FP": 0, + "IoU": 0.0, + "TN": 16382, + "TP": 0, + "n_pred": 0, + "n_ref": 2 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 15, + "IoU": 0.0, + "TN": 16369, + "TP": 0, + "n_pred": 15, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 2354, + "IoU": 0.0, + "TN": 14030, + "TP": 0, + "n_pred": 2354, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 4814, + "IoU": 0.0, + "TN": 11570, + "TP": 0, + "n_pred": 4814, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 10486, + "FP": 0, + "IoU": 0.0, + "TN": 5898, + "TP": 0, + "n_pred": 0, + "n_ref": 10486 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 690, + "IoU": 0.0, + "TN": 15694, + "TP": 0, + "n_pred": 690, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 336, + "IoU": 0.0, + "TN": 16048, + "TP": 0, + "n_pred": 336, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0014.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0014.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6110056925996205, + "FN": 140, + "FP": 65, + "IoU": 0.43989071038251365, + "TN": 16018, + "TP": 161, + "n_pred": 226, + "n_ref": 301 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 261, + "IoU": 0.0, + "TN": 16123, + "TP": 0, + "n_pred": 261, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 2270, + "FP": 0, + "IoU": 0.0, + "TN": 14114, + "TP": 0, + "n_pred": 0, + "n_ref": 2270 + }, + "13": { + "Dice": 0.36174242424242425, + "FN": 31, + "FP": 643, + "IoU": 0.2208092485549133, + "TN": 15519, + "TP": 191, + "n_pred": 834, + "n_ref": 222 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 2499, + "FP": 0, + "IoU": 0.0, + "TN": 13885, + "TP": 0, + "n_pred": 0, + "n_ref": 2499 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 394, + "IoU": 0.0, + "TN": 15990, + "TP": 0, + "n_pred": 394, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0030.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0030.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0054.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0054.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6744536548605878, + "FN": 2492, + "FP": 100, + "IoU": 0.5088118249005117, + "TN": 11107, + "TP": 2685, + "n_pred": 2785, + "n_ref": 5177 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 1292, + "IoU": 0.0, + "TN": 15092, + "TP": 0, + "n_pred": 1292, + "n_ref": 0 + }, + "7": { + "Dice": 0.05736636245110821, + "FN": 874, + "FP": 572, + "IoU": 0.02953020134228188, + "TN": 14894, + "TP": 44, + "n_pred": 616, + "n_ref": 918 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0131.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0131.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 258, + "IoU": 0.0, + "TN": 16126, + "TP": 0, + "n_pred": 258, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 426, + "IoU": 0.0, + "TN": 15958, + "TP": 0, + "n_pred": 426, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 128, + "IoU": 0.0, + "TN": 16256, + "TP": 0, + "n_pred": 128, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 164, + "IoU": 0.0, + "TN": 16220, + "TP": 0, + "n_pred": 164, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 63, + "IoU": 0.0, + "TN": 16321, + "TP": 0, + "n_pred": 63, + "n_ref": 0 + }, + "5": { + "Dice": 0.0006371455877668047, + "FN": 3025, + "FP": 112, + "IoU": 0.00031867431485022306, + "TN": 13246, + "TP": 1, + "n_pred": 113, + "n_ref": 3026 + }, + "6": { + "Dice": 0.44019138755980863, + "FN": 41, + "FP": 193, + "IoU": 0.2822085889570552, + "TN": 16058, + "TP": 92, + "n_pred": 285, + "n_ref": 133 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 944, + "IoU": 0.0, + "TN": 15440, + "TP": 0, + "n_pred": 944, + "n_ref": 0 + }, + "8": { + "Dice": 0.19588706866504008, + "FN": 2307, + "FP": 0, + "IoU": 0.10857805255023184, + "TN": 13796, + "TP": 281, + "n_pred": 281, + "n_ref": 2588 + }, + "9": { + "Dice": 0.04158255954784013, + "FN": 4748, + "FP": 0, + "IoU": 0.021232735518449803, + "TN": 11533, + "TP": 103, + "n_pred": 103, + "n_ref": 4851 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0138.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0138.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 8821, + "FP": 0, + "IoU": 0.0, + "TN": 7563, + "TP": 0, + "n_pred": 0, + "n_ref": 8821 + }, + "15": { + "Dice": 0.0, + "FN": 6461, + "FP": 0, + "IoU": 0.0, + "TN": 9923, + "TP": 0, + "n_pred": 0, + "n_ref": 6461 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 1136, + "IoU": 0.0, + "TN": 15248, + "TP": 0, + "n_pred": 1136, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 431, + "IoU": 0.0, + "TN": 15953, + "TP": 0, + "n_pred": 431, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0192.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 16381, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.7843966830258927, + "FN": 303, + "FP": 2245, + "IoU": 0.6452735625783099, + "TN": 9201, + "TP": 4635, + "n_pred": 6880, + "n_ref": 4938 + }, + "15": { + "Dice": 0.494948727687049, + "FN": 6649, + "FP": 0, + "IoU": 0.32885838296154235, + "TN": 6477, + "TP": 3258, + "n_pred": 3258, + "n_ref": 9907 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 3435, + "IoU": 0.0, + "TN": 12949, + "TP": 0, + "n_pred": 3435, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0358.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0358.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 684, + "IoU": 0.0, + "TN": 15700, + "TP": 0, + "n_pred": 684, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6027913348745612, + "FN": 9259, + "FP": 19, + "IoU": 0.431425419781836, + "TN": 66, + "TP": 7040, + "n_pred": 7059, + "n_ref": 16299 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 6, + "FP": 0, + "IoU": 0.0, + "TN": 16378, + "TP": 0, + "n_pred": 0, + "n_ref": 6 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0391.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0391.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": NaN, + "FN": 481.23333333333335, + "FP": 183.36666666666667, + "IoU": NaN, + "TN": 15625.775, + "TP": 93.625, + "n_pred": 276.9916666666667, + "n_ref": 574.8583333333333 + }, + "mean": { + "1": { + "Dice": 0.19652280175526302, + "FN": 1808.125, + "FP": 0.0, + "IoU": 0.10896883084883578, + "TN": 14354.75, + "TP": 221.125, + "n_pred": 221.125, + "n_ref": 2029.25 + }, + "10": { + "Dice": 0.0, + "FN": 0.0, + "FP": 31.875, + "IoU": 0.0, + "TN": 16352.125, + "TP": 0.0, + "n_pred": 31.875, + "n_ref": 0.0 + }, + "11": { + "Dice": 0.189392892012323, + "FN": 188.125, + "FP": 202.625, + "IoU": 0.1510157247196366, + "TN": 15854.125, + "TP": 139.125, + "n_pred": 341.75, + "n_ref": 327.25 + }, + "12": { + "Dice": 0.0, + "FN": 0.0, + "FP": 59.125, + "IoU": 0.0, + "TN": 16324.875, + "TP": 0.0, + "n_pred": 59.125, + "n_ref": 0.0 + }, + "13": { + "Dice": 0.0, + "FN": 0.0, + "FP": 105.25, + "IoU": 0.0, + "TN": 16278.75, + "TP": 0.0, + "n_pred": 105.25, + "n_ref": 0.0 + }, + "14": { + "Dice": 0.1120326399571935, + "FN": 1450.125, + "FP": 38.5, + "IoU": 0.06308376016872552, + "TN": 14686.0, + "TP": 209.375, + "n_pred": 247.875, + "n_ref": 1659.5 + }, + "15": { + "Dice": 0.0, + "FN": 0.0, + "FP": 28.25, + "IoU": 0.0, + "TN": 16355.75, + "TP": 0.0, + "n_pred": 28.25, + "n_ref": 0.0 + }, + "2": { + "Dice": 0.0, + "FN": 1764.25, + "FP": 73.875, + "IoU": 0.0, + "TN": 14545.875, + "TP": 0.0, + "n_pred": 73.875, + "n_ref": 1764.25 + }, + "3": { + "Dice": 0.0, + "FN": 1158.5, + "FP": 217.5, + "IoU": 0.0, + "TN": 15008.0, + "TP": 0.0, + "n_pred": 217.5, + "n_ref": 1158.5 + }, + "4": { + "Dice": 0.0, + "FN": 0.0, + "FP": 795.0, + "IoU": 0.0, + "TN": 15589.0, + "TP": 0.0, + "n_pred": 795.0, + "n_ref": 0.0 + }, + "5": { + "Dice": NaN, + "FN": 0.0, + "FP": 0.0, + "IoU": NaN, + "TN": 16384.0, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 0.0 + }, + "6": { + "Dice": 0.19790707251797784, + "FN": 800.5, + "FP": 551.0, + "IoU": 0.17182692414838258, + "TN": 14910.75, + "TP": 121.75, + "n_pred": 672.75, + "n_ref": 922.25 + }, + "7": { + "Dice": 0.0, + "FN": 0.0, + "FP": 251.75, + "IoU": 0.0, + "TN": 16132.25, + "TP": 0.0, + "n_pred": 251.75, + "n_ref": 0.0 + }, + "8": { + "Dice": 0.0, + "FN": 0.0, + "FP": 124.625, + "IoU": 0.0, + "TN": 16259.375, + "TP": 0.0, + "n_pred": 124.625, + "n_ref": 0.0 + }, + "9": { + "Dice": 0.4091235116912925, + "FN": 48.875, + "FP": 271.125, + "IoU": 0.34620053411022095, + "TN": 15351.0, + "TP": 713.0, + "n_pred": 984.125, + "n_ref": 761.875 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.007233273056057866, + "FN": 1092, + "FP": 6, + "IoU": 0.003629764065335753, + "TN": 15282, + "TP": 4, + "n_pred": 10, + "n_ref": 1096 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 473, + "IoU": 0.0, + "TN": 15911, + "TP": 0, + "n_pred": 473, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 308, + "IoU": 0.0, + "TN": 16076, + "TP": 0, + "n_pred": 308, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 226, + "IoU": 0.0, + "TN": 16158, + "TP": 0, + "n_pred": 226, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 4584, + "FP": 0, + "IoU": 0.0, + "TN": 11800, + "TP": 0, + "n_pred": 0, + "n_ref": 4584 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 4380, + "FP": 0, + "IoU": 0.0, + "TN": 12004, + "TP": 0, + "n_pred": 0, + "n_ref": 4380 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 6, + "FP": 20, + "IoU": 0.0, + "TN": 16358, + "TP": 0, + "n_pred": 20, + "n_ref": 6 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0160.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0160.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.7503382949932341, + "FN": 413, + "FP": 325, + "IoU": 0.6004331348132106, + "TN": 14537, + "TP": 1109, + "n_pred": 1434, + "n_ref": 1522 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 16383, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 421, + "IoU": 0.0, + "TN": 15963, + "TP": 0, + "n_pred": 421, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.09493382017343678, + "FN": 1982, + "FP": 1, + "IoU": 0.04983229516051749, + "TN": 14297, + "TP": 104, + "n_pred": 105, + "n_ref": 2086 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.818247023382585, + "FN": 385, + "FP": 2149, + "IoU": 0.6924010682204419, + "TN": 8146, + "TP": 5704, + "n_pred": 7853, + "n_ref": 6089 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0199.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0199.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 1123, + "IoU": 0.0, + "TN": 15261, + "TP": 0, + "n_pred": 1123, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 775, + "IoU": 0.0, + "TN": 15609, + "TP": 0, + "n_pred": 775, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 9530, + "FP": 0, + "IoU": 0.0, + "TN": 6854, + "TP": 0, + "n_pred": 0, + "n_ref": 9530 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1740, + "IoU": 0.0, + "TN": 14644, + "TP": 0, + "n_pred": 1740, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 3307, + "IoU": 0.0, + "TN": 13077, + "TP": 0, + "n_pred": 3307, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8946015424164524, + "FN": 42, + "FP": 163, + "IoU": 0.8093023255813954, + "TN": 15309, + "TP": 870, + "n_pred": 1033, + "n_ref": 912 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1441, + "IoU": 0.0, + "TN": 14943, + "TP": 0, + "n_pred": 1441, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0230.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0230.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 167, + "IoU": 0.0, + "TN": 16217, + "TP": 0, + "n_pred": 167, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 66, + "IoU": 0.0, + "TN": 16318, + "TP": 0, + "n_pred": 66, + "n_ref": 0 + }, + "14": { + "Dice": 0.224065279914387, + "FN": 11601, + "FP": 0, + "IoU": 0.12616752033745104, + "TN": 3108, + "TP": 1675, + "n_pred": 1675, + "n_ref": 13276 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 170, + "IoU": 0.0, + "TN": 16214, + "TP": 0, + "n_pred": 170, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 3053, + "IoU": 0.0, + "TN": 13331, + "TP": 0, + "n_pred": 3053, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 3266, + "IoU": 0.0, + "TN": 13118, + "TP": 0, + "n_pred": 3266, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 573, + "IoU": 0.0, + "TN": 15811, + "TP": 0, + "n_pred": 573, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0245.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0245.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0263.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0263.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.19652280175526302, + "FN": 14465, + "FP": 0, + "IoU": 0.10896883084883578, + "TN": 150, + "TP": 1769, + "n_pred": 1769, + "n_ref": 16234 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 978, + "IoU": 0.0, + "TN": 15406, + "TP": 0, + "n_pred": 978, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 997, + "IoU": 0.0, + "TN": 15387, + "TP": 0, + "n_pred": 997, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0317.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0317.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 255, + "IoU": 0.0, + "TN": 16129, + "TP": 0, + "n_pred": 255, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 9268, + "FP": 0, + "IoU": 0.0, + "TN": 7116, + "TP": 0, + "n_pred": 0, + "n_ref": 9268 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0330.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0330.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0398.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0398.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": 0.012187724547684714, + "FN": 572.675, + "FP": 154.825, + "IoU": 0.009176515058484021, + "TN": 15608.025, + "TP": 48.475, + "n_pred": 203.3, + "n_ref": 621.15 + }, + "mean": { + "1": { + "Dice": 0.0, + "FN": 0.0, + "FP": 800.75, + "IoU": 0.0, + "TN": 15583.25, + "TP": 0.0, + "n_pred": 800.75, + "n_ref": 0.0 + }, + "10": { + "Dice": 0.020322773460848775, + "FN": 197.25, + "FP": 67.625, + "IoU": 0.010372178157413058, + "TN": 16114.875, + "TP": 4.25, + "n_pred": 71.875, + "n_ref": 201.5 + }, + "11": { + "Dice": 0.0, + "FN": 0.0, + "FP": 1.5, + "IoU": 0.0, + "TN": 16382.5, + "TP": 0.0, + "n_pred": 1.5, + "n_ref": 0.0 + }, + "12": { + "Dice": 0.0, + "FN": 0.0, + "FP": 10.0, + "IoU": 0.0, + "TN": 16374.0, + "TP": 0.0, + "n_pred": 10.0, + "n_ref": 0.0 + }, + "13": { + "Dice": 0.0015475883415011606, + "FN": 945.0, + "FP": 0.25, + "IoU": 0.0007755946225439504, + "TN": 15437.625, + "TP": 1.125, + "n_pred": 1.375, + "n_ref": 946.125 + }, + "14": { + "Dice": 0.0, + "FN": 2048.0, + "FP": 37.375, + "IoU": 0.0, + "TN": 14298.625, + "TP": 0.0, + "n_pred": 37.375, + "n_ref": 2048.0 + }, + "15": { + "Dice": 0.0, + "FN": 0.0, + "FP": 0.25, + "IoU": 0.0, + "TN": 16383.75, + "TP": 0.0, + "n_pred": 0.25, + "n_ref": 0.0 + }, + "2": { + "Dice": 0.0, + "FN": 814.375, + "FP": 96.875, + "IoU": 0.0, + "TN": 15472.75, + "TP": 0.0, + "n_pred": 96.875, + "n_ref": 814.375 + }, + "3": { + "Dice": 0.0, + "FN": 0.0, + "FP": 354.0, + "IoU": 0.0, + "TN": 16030.0, + "TP": 0.0, + "n_pred": 354.0, + "n_ref": 0.0 + }, + "4": { + "Dice": 0.012458471760797342, + "FN": 289.0, + "FP": 8.25, + "IoU": 0.0062682824905975765, + "TN": 16084.875, + "TP": 1.875, + "n_pred": 10.125, + "n_ref": 290.875 + }, + "5": { + "Dice": 0.0, + "FN": 360.25, + "FP": 33.75, + "IoU": 0.0, + "TN": 15990.0, + "TP": 0.0, + "n_pred": 33.75, + "n_ref": 360.25 + }, + "6": { + "Dice": 0.13695014186575713, + "FN": 2270.5, + "FP": 571.875, + "IoU": 0.11439584730697276, + "TN": 12829.5, + "TP": 712.125, + "n_pred": 1284.0, + "n_ref": 2982.625 + }, + "7": { + "Dice": 0.011536892786366316, + "FN": 591.0, + "FP": 100.875, + "IoU": 0.005835823299732966, + "TN": 15684.375, + "TP": 7.75, + "n_pred": 108.625, + "n_ref": 598.75 + }, + "8": { + "Dice": 0.0, + "FN": 207.125, + "FP": 0.625, + "IoU": 0.0, + "TN": 16176.25, + "TP": 0.0, + "n_pred": 0.625, + "n_ref": 207.125 + }, + "9": { + "Dice": 0.0, + "FN": 867.625, + "FP": 238.375, + "IoU": 0.0, + "TN": 15278.0, + "TP": 0.0, + "n_pred": 238.375, + "n_ref": 867.625 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.04064554692169755, + "FN": 1578, + "FP": 27, + "IoU": 0.020744356314826115, + "TN": 14745, + "TP": 34, + "n_pred": 61, + "n_ref": 1612 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 3701, + "FP": 0, + "IoU": 0.0, + "TN": 12683, + "TP": 0, + "n_pred": 0, + "n_ref": 3701 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 16383, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 1048, + "IoU": 0.0, + "TN": 15336, + "TP": 0, + "n_pred": 1048, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 16379, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 3407, + "FP": 114, + "IoU": 0.0, + "TN": 12863, + "TP": 0, + "n_pred": 114, + "n_ref": 3407 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0049.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0049.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0134.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0134.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2352, + "IoU": 0.0, + "TN": 14032, + "TP": 0, + "n_pred": 2352, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.011901747277791846, + "FN": 15608, + "FP": 0, + "IoU": 0.005986498535218443, + "TN": 682, + "TP": 94, + "n_pred": 94, + "n_ref": 15702 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0147.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0147.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 4054, + "IoU": 0.0, + "TN": 12330, + "TP": 0, + "n_pred": 4054, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 895, + "IoU": 0.0, + "TN": 15489, + "TP": 0, + "n_pred": 895, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 215, + "IoU": 0.0, + "TN": 16169, + "TP": 0, + "n_pred": 215, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 3492, + "FP": 0, + "IoU": 0.0, + "TN": 12892, + "TP": 0, + "n_pred": 0, + "n_ref": 3492 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0161.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0161.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 514, + "IoU": 0.0, + "TN": 15870, + "TP": 0, + "n_pred": 514, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 16382, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1389, + "IoU": 0.0, + "TN": 14995, + "TP": 0, + "n_pred": 1389, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 2882, + "FP": 270, + "IoU": 0.0, + "TN": 13232, + "TP": 0, + "n_pred": 270, + "n_ref": 2882 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.023696682464454975, + "FN": 4051, + "FP": 69, + "IoU": 0.011990407673860911, + "TN": 12214, + "TP": 50, + "n_pred": 119, + "n_ref": 4101 + }, + "8": { + "Dice": 0.0, + "FN": 1657, + "FP": 0, + "IoU": 0.0, + "TN": 14727, + "TP": 0, + "n_pred": 0, + "n_ref": 1657 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 1793, + "IoU": 0.0, + "TN": 14591, + "TP": 0, + "n_pred": 1793, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0171.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0171.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 16384, + "FP": 0, + "IoU": 0.0, + "TN": 0, + "TP": 0, + "n_pred": 0, + "n_ref": 16384 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 16382, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 2184, + "IoU": 0.0, + "TN": 14200, + "TP": 0, + "n_pred": 2184, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 155, + "IoU": 0.0, + "TN": 16229, + "TP": 0, + "n_pred": 155, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0268.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0268.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.004642765024503482, + "FN": 3859, + "FP": 0, + "IoU": 0.002326783867631851, + "TN": 12516, + "TP": 9, + "n_pred": 9, + "n_ref": 3868 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 158, + "IoU": 0.0, + "TN": 16226, + "TP": 0, + "n_pred": 158, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 775, + "IoU": 0.0, + "TN": 15609, + "TP": 0, + "n_pred": 775, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.012458471760797342, + "FN": 2312, + "FP": 66, + "IoU": 0.0062682824905975765, + "TN": 13991, + "TP": 15, + "n_pred": 81, + "n_ref": 2327 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.809799103916751, + "FN": 2556, + "FP": 76, + "IoU": 0.680388585306618, + "TN": 8149, + "TP": 5603, + "n_pred": 5679, + "n_ref": 8159 + }, + "7": { + "Dice": 0.02245088868101029, + "FN": 677, + "FP": 368, + "IoU": 0.011352885525070956, + "TN": 15327, + "TP": 12, + "n_pred": 380, + "n_ref": 689 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0336.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0336.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 12, + "IoU": 0.0, + "TN": 16372, + "TP": 0, + "n_pred": 12, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 80, + "IoU": 0.0, + "TN": 16304, + "TP": 0, + "n_pred": 80, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 141, + "IoU": 0.0, + "TN": 16243, + "TP": 0, + "n_pred": 141, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 6515, + "FP": 0, + "IoU": 0.0, + "TN": 9869, + "TP": 0, + "n_pred": 0, + "n_ref": 6515 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1442, + "IoU": 0.0, + "TN": 14942, + "TP": 0, + "n_pred": 1442, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 372, + "IoU": 0.0, + "TN": 16012, + "TP": 0, + "n_pred": 372, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 42, + "FP": 0, + "IoU": 0.0, + "TN": 16342, + "TP": 0, + "n_pred": 0, + "n_ref": 42 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0390.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0390.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": NaN, + "FN": 461.23333333333335, + "FP": 278.5416666666667, + "IoU": NaN, + "TN": 15574.233333333334, + "TP": 69.99166666666666, + "n_pred": 348.53333333333336, + "n_ref": 531.225 + }, + "mean": { + "1": { + "Dice": NaN, + "FN": 0.0, + "FP": 0.0, + "IoU": NaN, + "TN": 16384.0, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 0.0 + }, + "10": { + "Dice": 0.062040188865707696, + "FN": 995.25, + "FP": 77.375, + "IoU": 0.03307188012175134, + "TN": 15240.75, + "TP": 70.625, + "n_pred": 148.0, + "n_ref": 1065.875 + }, + "11": { + "Dice": NaN, + "FN": 0.0, + "FP": 0.0, + "IoU": NaN, + "TN": 16384.0, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 0.0 + }, + "12": { + "Dice": 0.0, + "FN": 0.0, + "FP": 0.125, + "IoU": 0.0, + "TN": 16383.875, + "TP": 0.0, + "n_pred": 0.125, + "n_ref": 0.0 + }, + "13": { + "Dice": 0.0, + "FN": 211.375, + "FP": 1.125, + "IoU": 0.0, + "TN": 16171.5, + "TP": 0.0, + "n_pred": 1.125, + "n_ref": 211.375 + }, + "14": { + "Dice": 0.20190895741556536, + "FN": 865.25, + "FP": 271.75, + "IoU": 0.14481305950500264, + "TN": 15040.75, + "TP": 206.25, + "n_pred": 478.0, + "n_ref": 1071.5 + }, + "15": { + "Dice": 0.6378704168759417, + "FN": 341.875, + "FP": 108.75, + "IoU": 0.46828908554572274, + "TN": 15536.5, + "TP": 396.875, + "n_pred": 505.625, + "n_ref": 738.75 + }, + "2": { + "Dice": 0.0, + "FN": 0.0, + "FP": 675.875, + "IoU": 0.0, + "TN": 15708.125, + "TP": 0.0, + "n_pred": 675.875, + "n_ref": 0.0 + }, + "3": { + "Dice": 0.0, + "FN": 0.0, + "FP": 829.375, + "IoU": 0.0, + "TN": 15554.625, + "TP": 0.0, + "n_pred": 829.375, + "n_ref": 0.0 + }, + "4": { + "Dice": 0.004120525366984291, + "FN": 962.75, + "FP": 14.625, + "IoU": 0.002068787173519524, + "TN": 15402.625, + "TP": 4.0, + "n_pred": 18.625, + "n_ref": 966.75 + }, + "5": { + "Dice": 0.0, + "FN": 208.375, + "FP": 11.625, + "IoU": 0.0, + "TN": 16164.0, + "TP": 0.0, + "n_pred": 11.625, + "n_ref": 208.375 + }, + "6": { + "Dice": 0.000555247084952804, + "FN": 1109.5, + "FP": 797.625, + "IoU": 0.00027800945232137893, + "TN": 14475.625, + "TP": 1.25, + "n_pred": 798.875, + "n_ref": 1110.75 + }, + "7": { + "Dice": 0.0940959409594096, + "FN": 627.125, + "FP": 1122.5, + "IoU": 0.05795454545454545, + "TN": 14302.875, + "TP": 331.5, + "n_pred": 1454.0, + "n_ref": 958.625 + }, + "8": { + "Dice": 0.050399546660876586, + "FN": 1597.0, + "FP": 0.0, + "IoU": 0.025989661662154544, + "TN": 14747.625, + "TP": 39.375, + "n_pred": 39.375, + "n_ref": 1636.375 + }, + "9": { + "Dice": 0.0, + "FN": 0.0, + "FP": 267.375, + "IoU": 0.0, + "TN": 16116.625, + "TP": 0.0, + "n_pred": 267.375, + "n_ref": 0.0 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 16383, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.6057268722466961, + "FN": 0, + "FP": 2148, + "IoU": 0.4344391785150079, + "TN": 12586, + "TP": 1650, + "n_pred": 3798, + "n_ref": 1650 + }, + "15": { + "Dice": 0.6378704168759417, + "FN": 2735, + "FP": 870, + "IoU": 0.46828908554572274, + "TN": 9604, + "TP": 3175, + "n_pred": 4045, + "n_ref": 5910 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 4442, + "IoU": 0.0, + "TN": 11942, + "TP": 0, + "n_pred": 4442, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0016.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0016.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 604, + "IoU": 0.0, + "TN": 15780, + "TP": 0, + "n_pred": 604, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 907, + "FP": 0, + "IoU": 0.0, + "TN": 15477, + "TP": 0, + "n_pred": 0, + "n_ref": 907 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2282, + "IoU": 0.0, + "TN": 14102, + "TP": 0, + "n_pred": 2282, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 16382, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 384, + "IoU": 0.0, + "TN": 16000, + "TP": 0, + "n_pred": 384, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.07304653204565409, + "FN": 5279, + "FP": 0, + "IoU": 0.03790778203025333, + "TN": 10897, + "TP": 208, + "n_pred": 208, + "n_ref": 5487 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0075.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0075.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 1667, + "FP": 91, + "IoU": 0.0, + "TN": 14626, + "TP": 0, + "n_pred": 91, + "n_ref": 1667 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.02775256127609908, + "FN": 7497, + "FP": 0, + "IoU": 0.01407154129405576, + "TN": 8780, + "TP": 107, + "n_pred": 107, + "n_ref": 7604 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 2139, + "IoU": 0.0, + "TN": 14245, + "TP": 0, + "n_pred": 2139, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0104.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0104.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0109.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0109.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.12408037773141539, + "FN": 7962, + "FP": 15, + "IoU": 0.06614376024350269, + "TN": 7842, + "TP": 565, + "n_pred": 580, + "n_ref": 8527 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 26, + "IoU": 0.0, + "TN": 16358, + "TP": 0, + "n_pred": 26, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 436, + "IoU": 0.0, + "TN": 15948, + "TP": 0, + "n_pred": 436, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 4353, + "IoU": 0.0, + "TN": 12031, + "TP": 0, + "n_pred": 4353, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 1692, + "FP": 1318, + "IoU": 0.0, + "TN": 13374, + "TP": 0, + "n_pred": 1318, + "n_ref": 1692 + }, + "7": { + "Dice": 0.0, + "FN": 17, + "FP": 0, + "IoU": 0.0, + "TN": 16367, + "TP": 0, + "n_pred": 0, + "n_ref": 17 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0116.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0116.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 16383, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 33, + "IoU": 0.0, + "TN": 16351, + "TP": 0, + "n_pred": 33, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 117, + "IoU": 0.0, + "TN": 16267, + "TP": 0, + "n_pred": 117, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.00277623542476402, + "FN": 7184, + "FP": 0, + "IoU": 0.0013900472616068947, + "TN": 9190, + "TP": 10, + "n_pred": 10, + "n_ref": 7194 + }, + "7": { + "Dice": 0.3763837638376384, + "FN": 5000, + "FP": 3788, + "IoU": 0.2318181818181818, + "TN": 4944, + "TP": 2652, + "n_pred": 6440, + "n_ref": 7652 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0153.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0153.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 6922, + "FP": 0, + "IoU": 0.0, + "TN": 9462, + "TP": 0, + "n_pred": 0, + "n_ref": 6922 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 3613, + "IoU": 0.0, + "TN": 12771, + "TP": 0, + "n_pred": 3613, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 45, + "IoU": 0.0, + "TN": 16339, + "TP": 0, + "n_pred": 45, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0193.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0193.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 784, + "FP": 8, + "IoU": 0.0, + "TN": 15592, + "TP": 0, + "n_pred": 8, + "n_ref": 784 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1325, + "IoU": 0.0, + "TN": 15059, + "TP": 0, + "n_pred": 1325, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.008241050733968582, + "FN": 7702, + "FP": 0, + "IoU": 0.004137574347039048, + "TN": 8650, + "TP": 32, + "n_pred": 32, + "n_ref": 7734 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 237, + "IoU": 0.0, + "TN": 16147, + "TP": 0, + "n_pred": 237, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 5147, + "IoU": 0.0, + "TN": 11237, + "TP": 0, + "n_pred": 5147, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0299.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0299.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": NaN, + "FN": 285.675, + "FP": 229.86666666666667, + "IoU": NaN, + "TN": 15739.008333333333, + "TP": 129.45, + "n_pred": 359.31666666666666, + "n_ref": 415.125 + }, + "mean": { + "1": { + "Dice": 0.922902279822155, + "FN": 9.5, + "FP": 194.25, + "IoU": 0.8568417354646056, + "TN": 14960.75, + "TP": 1219.5, + "n_pred": 1413.75, + "n_ref": 1229.0 + }, + "10": { + "Dice": 0.06888888888888889, + "FN": 88.625, + "FP": 202.875, + "IoU": 0.03994845360824742, + "TN": 16073.125, + "TP": 19.375, + "n_pred": 222.25, + "n_ref": 108.0 + }, + "11": { + "Dice": 0.11807024968260686, + "FN": 225.5, + "FP": 83.125, + "IoU": 0.06693857965451055, + "TN": 16040.5, + "TP": 34.875, + "n_pred": 118.0, + "n_ref": 260.375 + }, + "12": { + "Dice": 0.0, + "FN": 92.875, + "FP": 0.0, + "IoU": 0.0, + "TN": 16291.125, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 92.875 + }, + "13": { + "Dice": 0.0003521281746555746, + "FN": 938.25, + "FP": 104.625, + "IoU": 0.00017615713216188842, + "TN": 15340.625, + "TP": 0.5, + "n_pred": 105.125, + "n_ref": 938.75 + }, + "14": { + "Dice": 0.0, + "FN": 0.0, + "FP": 47.0, + "IoU": 0.0, + "TN": 16337.0, + "TP": 0.0, + "n_pred": 47.0, + "n_ref": 0.0 + }, + "15": { + "Dice": NaN, + "FN": 0.0, + "FP": 0.0, + "IoU": NaN, + "TN": 16384.0, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 0.0 + }, + "2": { + "Dice": 0.0, + "FN": 0.0, + "FP": 513.125, + "IoU": 0.0, + "TN": 15870.875, + "TP": 0.0, + "n_pred": 513.125, + "n_ref": 0.0 + }, + "3": { + "Dice": 0.0, + "FN": 352.375, + "FP": 0.0, + "IoU": 0.0, + "TN": 16031.625, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 352.375 + }, + "4": { + "Dice": 0.0, + "FN": 0.0, + "FP": 182.625, + "IoU": 0.0, + "TN": 16201.375, + "TP": 0.0, + "n_pred": 182.625, + "n_ref": 0.0 + }, + "5": { + "Dice": 0.0, + "FN": 0.0, + "FP": 20.875, + "IoU": 0.0, + "TN": 16363.125, + "TP": 0.0, + "n_pred": 20.875, + "n_ref": 0.0 + }, + "6": { + "Dice": 0.14405135094790267, + "FN": 26.625, + "FP": 1212.375, + "IoU": 0.12684016824395375, + "TN": 15024.375, + "TP": 120.625, + "n_pred": 1333.0, + "n_ref": 147.25 + }, + "7": { + "Dice": 0.0, + "FN": 1641.875, + "FP": 0.0, + "IoU": 0.0, + "TN": 14742.125, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 1641.875 + }, + "8": { + "Dice": 0.03966666666666667, + "FN": 862.0, + "FP": 215.375, + "IoU": 0.021542360608254887, + "TN": 15291.75, + "TP": 14.875, + "n_pred": 230.25, + "n_ref": 876.875 + }, + "9": { + "Dice": 0.18928174338447853, + "FN": 47.5, + "FP": 671.75, + "IoU": 0.17965386238919376, + "TN": 15132.75, + "TP": 532.0, + "n_pred": 1203.75, + "n_ref": 579.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 16382, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 664, + "IoU": 0.0, + "TN": 15720, + "TP": 0, + "n_pred": 664, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 743, + "FP": 0, + "IoU": 0.0, + "TN": 15641, + "TP": 0, + "n_pred": 0, + "n_ref": 743 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 56, + "IoU": 0.0, + "TN": 16328, + "TP": 0, + "n_pred": 56, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 2819, + "FP": 0, + "IoU": 0.0, + "TN": 13565, + "TP": 0, + "n_pred": 0, + "n_ref": 2819 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 8118, + "IoU": 0.0, + "TN": 8266, + "TP": 0, + "n_pred": 8118, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 1851, + "FP": 0, + "IoU": 0.0, + "TN": 14533, + "TP": 0, + "n_pred": 0, + "n_ref": 1851 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 729, + "IoU": 0.0, + "TN": 15655, + "TP": 0, + "n_pred": 729, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 948, + "IoU": 0.0, + "TN": 15436, + "TP": 0, + "n_pred": 948, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0057.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0057.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 376, + "IoU": 0.0, + "TN": 16008, + "TP": 0, + "n_pred": 376, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 3176, + "IoU": 0.0, + "TN": 13208, + "TP": 0, + "n_pred": 3176, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 168, + "IoU": 0.0, + "TN": 16216, + "TP": 0, + "n_pred": 168, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0058.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0058.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 683, + "IoU": 0.0, + "TN": 15701, + "TP": 0, + "n_pred": 683, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0072.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0072.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.27555555555555555, + "FN": 709, + "FP": 106, + "IoU": 0.15979381443298968, + "TN": 15414, + "TP": 155, + "n_pred": 261, + "n_ref": 864 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0010563845239667238, + "FN": 7275, + "FP": 290, + "IoU": 0.0005284713964856652, + "TN": 8815, + "TP": 4, + "n_pred": 294, + "n_ref": 7279 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 159, + "IoU": 0.0, + "TN": 16225, + "TP": 0, + "n_pred": 159, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.15866666666666668, + "FN": 271, + "FP": 991, + "IoU": 0.08616944243301955, + "TN": 15003, + "TP": 119, + "n_pred": 1110, + "n_ref": 390 + }, + "9": { + "Dice": 0.0, + "FN": 20, + "FP": 3576, + "IoU": 0.0, + "TN": 12788, + "TP": 0, + "n_pred": 3576, + "n_ref": 20 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0098.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0098.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 231, + "FP": 0, + "IoU": 0.0, + "TN": 16153, + "TP": 0, + "n_pred": 0, + "n_ref": 231 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 873, + "IoU": 0.0, + "TN": 15511, + "TP": 0, + "n_pred": 873, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 167, + "IoU": 0.0, + "TN": 16217, + "TP": 0, + "n_pred": 167, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 6625, + "FP": 0, + "IoU": 0.0, + "TN": 9759, + "TP": 0, + "n_pred": 0, + "n_ref": 6625 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 27, + "IoU": 0.0, + "TN": 16357, + "TP": 0, + "n_pred": 27, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0170.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0170.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.23614049936521372, + "FN": 1804, + "FP": 1, + "IoU": 0.1338771593090211, + "TN": 14300, + "TP": 279, + "n_pred": 280, + "n_ref": 2083 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.864308105687416, + "FN": 213, + "FP": 90, + "IoU": 0.7610410094637224, + "TN": 15116, + "TP": 965, + "n_pred": 1055, + "n_ref": 1178 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 16381, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "9": { + "Dice": 0.9464087169223927, + "FN": 360, + "FP": 122, + "IoU": 0.8982693119459688, + "TN": 11646, + "TP": 4256, + "n_pred": 4378, + "n_ref": 4616 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0282.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0282.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.922902279822155, + "FN": 76, + "FP": 1554, + "IoU": 0.8568417354646056, + "TN": 4998, + "TP": 9756, + "n_pred": 11310, + "n_ref": 9832 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 16380, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0321.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0321.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 832, + "IoU": 0.0, + "TN": 15552, + "TP": 0, + "n_pred": 832, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 547, + "IoU": 0.0, + "TN": 15837, + "TP": 0, + "n_pred": 547, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1461, + "IoU": 0.0, + "TN": 14923, + "TP": 0, + "n_pred": 1461, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 1160, + "IoU": 0.0, + "TN": 15224, + "TP": 0, + "n_pred": 1160, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 11284, + "FP": 0, + "IoU": 0.0, + "TN": 5100, + "TP": 0, + "n_pred": 0, + "n_ref": 11284 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 701, + "IoU": 0.0, + "TN": 15683, + "TP": 0, + "n_pred": 701, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0361.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867377/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0361.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": NaN, + "FN": 461.68999999999994, + "FP": 205.61500000000007, + "IoU": NaN, + "TN": 15617.568333333333, + "TP": 99.12666666666667, + "n_pred": 304.7416666666667, + "n_ref": 560.8166666666667 + }, + "mean": { + "1": { + "Dice": NaN, + "FN": 376.075, + "FP": 199.075, + "IoU": NaN, + "TN": 15520.725, + "TP": 288.125, + "n_pred": 487.2, + "n_ref": 664.2 + }, + "10": { + "Dice": 0.09452333761609948, + "FN": 322.075, + "FP": 86.525, + "IoU": 0.06411362914163363, + "TN": 15885.4, + "TP": 90.0, + "n_pred": 176.525, + "n_ref": 412.075 + }, + "11": { + "Dice": NaN, + "FN": 82.725, + "FP": 63.975, + "IoU": NaN, + "TN": 16202.5, + "TP": 34.8, + "n_pred": 98.775, + "n_ref": 117.525 + }, + "12": { + "Dice": 0.0, + "FN": 75.325, + "FP": 13.85, + "IoU": 0.0, + "TN": 16294.825, + "TP": 0.0, + "n_pred": 13.85, + "n_ref": 75.325 + }, + "13": { + "Dice": 0.024496104919392962, + "FN": 419.7, + "FP": 69.35, + "IoU": 0.01491096692126872, + "TN": 15889.85, + "TP": 5.1, + "n_pred": 74.45, + "n_ref": 424.8 + }, + "14": { + "Dice": 0.09416418679558748, + "FN": 1100.775, + "FP": 214.2, + "IoU": 0.06739030643787802, + "TN": 14870.025, + "TP": 199.0, + "n_pred": 413.2, + "n_ref": 1299.775 + }, + "15": { + "Dice": NaN, + "FN": 396.125, + "FP": 27.45, + "IoU": NaN, + "TN": 15799.6, + "TP": 160.825, + "n_pred": 188.275, + "n_ref": 556.95 + }, + "2": { + "Dice": 0.0, + "FN": 515.725, + "FP": 396.4, + "IoU": 0.0, + "TN": 15471.875, + "TP": 0.0, + "n_pred": 396.4, + "n_ref": 515.725 + }, + "3": { + "Dice": 0.0, + "FN": 626.8, + "FP": 280.175, + "IoU": 0.0, + "TN": 15477.025, + "TP": 0.0, + "n_pred": 280.175, + "n_ref": 626.8 + }, + "4": { + "Dice": 0.0033157994255563266, + "FN": 250.35, + "FP": 201.675, + "IoU": 0.00166741393282342, + "TN": 15930.8, + "TP": 1.175, + "n_pred": 202.85, + "n_ref": 251.525 + }, + "5": { + "Dice": NaN, + "FN": 189.35, + "FP": 16.05, + "IoU": NaN, + "TN": 16178.575, + "TP": 0.025, + "n_pred": 16.075, + "n_ref": 189.375 + }, + "6": { + "Dice": 0.1256922688385858, + "FN": 1073.925, + "FP": 805.55, + "IoU": 0.10305773293715156, + "TN": 14135.075, + "TP": 369.45, + "n_pred": 1175.0, + "n_ref": 1443.375 + }, + "7": { + "Dice": 0.023994884871710594, + "FN": 593.85, + "FP": 352.1, + "IoU": 0.014234583817969779, + "TN": 15369.1, + "TP": 68.95, + "n_pred": 421.05, + "n_ref": 662.8 + }, + "8": { + "Dice": 0.05719065639851667, + "FN": 590.9, + "FP": 68.125, + "IoU": 0.031222014964128252, + "TN": 15707.1, + "TP": 17.875, + "n_pred": 86.0, + "n_ref": 608.775 + }, + "9": { + "Dice": 0.12383930696993824, + "FN": 311.65, + "FP": 289.725, + "IoU": 0.10729415285172791, + "TN": 15531.05, + "TP": 251.575, + "n_pred": 541.3, + "n_ref": 563.225 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/loop_001/summary.json b/nnActive_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/loop_001/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..2afe5d45b35cb6fc86e8a9a321bfd29e732c61da --- /dev/null +++ b/nnActive_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/loop_001/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.21914057364461403, + "FN": 128804.47466666666, + "FP": 63425.09199999999, + "IoU": 0.14015492632832555, + "TN": 96206945.21733333, + "TP": 57786.05600000001, + "n_pred": 121211.14800000002, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.2102966536413589, + "FN": 158458.68, + "FP": 64619.12, + "IoU": 0.1319918495435778, + "TN": 96198053.58, + "TP": 35829.46, + "n_pred": 100448.58, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.13672712733316453, + "FN": 65754.88, + "FP": 23362.5, + "IoU": 0.07853307411186577, + "TN": 96359375.78, + "TP": 8467.68, + "n_pred": 31830.18, + "n_ref": 74222.56 + }, + "11": { + "Dice": 0.32107784283574153, + "FN": 2697.96, + "FP": 959.88, + "IoU": 0.21086802220127418, + "TN": 96452300.58, + "TP": 1002.42, + "n_pred": 1962.3, + "n_ref": 3700.38 + }, + "12": { + "Dice": 0.02233272592113394, + "FN": 4179.88, + "FP": 54.58, + "IoU": 0.014069552959756804, + "TN": 96452669.6, + "TP": 56.78, + "n_pred": 111.36, + "n_ref": 4236.66 + }, + "13": { + "Dice": 0.07754647372533645, + "FN": 54349.12, + "FP": 14778.16, + "IoU": 0.04342499920719644, + "TN": 96384324.54, + "TP": 3509.02, + "n_pred": 18287.18, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.26495080874938426, + "FN": 89932.96, + "FP": 150097.62, + "IoU": 0.16289674490399214, + "TN": 96168505.08, + "TP": 48425.18, + "n_pred": 198522.8, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.2323866484518086, + "FN": 30173.26, + "FP": 124367.6, + "IoU": 0.13973642577919457, + "TN": 96278546.2, + "TP": 23873.78, + "n_pred": 148241.38, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.16887615481973234, + "FN": 132963.76, + "FP": 48811.34, + "IoU": 0.1046826263966664, + "TN": 96251307.8, + "TP": 23877.94, + "n_pred": 72689.28, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.2562440763590149, + "FN": 126995.74, + "FP": 63387.74, + "IoU": 0.15948874888745349, + "TN": 96230170.52, + "TP": 36406.84, + "n_pred": 99794.58, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.3510584619547692, + "FN": 18081.42, + "FP": 6613.54, + "IoU": 0.2524132429223789, + "TN": 96423769.8, + "TP": 8496.08, + "n_pred": 15109.62, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.0041950084107399265, + "FN": 17116.5, + "FP": 149.3, + "IoU": 0.002174416311036759, + "TN": 96439659.38, + "TP": 35.66, + "n_pred": 184.96, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.5178901721064755, + "FN": 764607.04, + "FP": 309912.04, + "IoU": 0.3580082196915841, + "TN": 94787825.18, + "TP": 594616.58, + "n_pred": 904528.62, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.14272081443044182, + "FN": 306579.08, + "FP": 81554.44, + "IoU": 0.08117299776257239, + "TN": 96036481.74, + "TP": 32345.58, + "n_pred": 113900.02, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.3444430902100336, + "FN": 97511.46, + "FP": 36158.88, + "IoU": 0.22048630446985584, + "TN": 96288432.78, + "TP": 34857.72, + "n_pred": 71016.6, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.2363625457200753, + "FN": 62665.38, + "FP": 26549.64, + "IoU": 0.14237666977647775, + "TN": 96352755.7, + "TP": 14990.12, + "n_pred": 41539.76, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.13365883680377474, + "FN": 76402, + "FP": 134747, + "IoU": 0.07161543636259711, + "TN": 119365883, + "TP": 16288, + "n_pred": 151035, + "n_ref": 92690 + }, + "10": { + "Dice": 0.154079646309677, + "FN": 68330, + "FP": 8587, + "IoU": 0.08347036533924358, + "TN": 119509398, + "TP": 7005, + "n_pred": 15592, + "n_ref": 75335 + }, + "11": { + "Dice": 0.517169417567824, + "FN": 2183, + "FP": 362, + "IoU": 0.34877175025588536, + "TN": 119589412, + "TP": 1363, + "n_pred": 1725, + "n_ref": 3546 + }, + "12": { + "Dice": 0.512032293122186, + "FN": 2816, + "FP": 327, + "IoU": 0.3441151919866444, + "TN": 119588528, + "TP": 1649, + "n_pred": 1976, + "n_ref": 4465 + }, + "13": { + "Dice": 0.08272894625945394, + "FN": 49027, + "FP": 33687, + "IoU": 0.04314932210448383, + "TN": 119506876, + "TP": 3730, + "n_pred": 37417, + "n_ref": 52757 + }, + "14": { + "Dice": 0.15788047895107546, + "FN": 216888, + "FP": 109515, + "IoU": 0.08570588235294117, + "TN": 119236320, + "TP": 30597, + "n_pred": 140112, + "n_ref": 247485 + }, + "15": { + "Dice": 0.12081124378602454, + "FN": 18233, + "FP": 194703, + "IoU": 0.0642890414209504, + "TN": 119365754, + "TP": 14630, + "n_pred": 209333, + "n_ref": 32863 + }, + "2": { + "Dice": 0.006749194314928655, + "FN": 140198, + "FP": 36401, + "IoU": 0.003386023623158144, + "TN": 119416121, + "TP": 600, + "n_pred": 37001, + "n_ref": 140798 + }, + "3": { + "Dice": 0.4583408841369165, + "FN": 84385, + "FP": 118865, + "IoU": 0.297303651255173, + "TN": 119304077, + "TP": 85993, + "n_pred": 204858, + "n_ref": 170378 + }, + "4": { + "Dice": 0.39099117174959874, + "FN": 58217, + "FP": 2489, + "IoU": 0.24300125946154902, + "TN": 119513127, + "TP": 19487, + "n_pred": 21976, + "n_ref": 77704 + }, + "5": { + "Dice": 0.0, + "FN": 64264, + "FP": 0, + "IoU": 0.0, + "TN": 119529056, + "TP": 0, + "n_pred": 0, + "n_ref": 64264 + }, + "6": { + "Dice": 0.5432695459000725, + "FN": 647344, + "FP": 251523, + "IoU": 0.3729375907334507, + "TN": 118159863, + "TP": 534590, + "n_pred": 786113, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 151225, + "IoU": 0.0, + "TN": 119442095, + "TP": 0, + "n_pred": 151225, + "n_ref": 0 + }, + "8": { + "Dice": 0.0692747429364601, + "FN": 275125, + "FP": 30635, + "IoU": 0.03588016611012837, + "TN": 119276181, + "TP": 11379, + "n_pred": 42014, + "n_ref": 286504 + }, + "9": { + "Dice": 0.36016850892788127, + "FN": 57896, + "FP": 8324, + "IoU": 0.21963751207900256, + "TN": 119508462, + "TP": 18638, + "n_pred": 26962, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3939045905016754, + "FN": 138661, + "FP": 14906, + "IoU": 0.24525603408873095, + "TN": 72622191, + "TP": 49902, + "n_pred": 64808, + "n_ref": 188563 + }, + "10": { + "Dice": 0.20912249505738117, + "FN": 59513, + "FP": 8092, + "IoU": 0.11677096533974367, + "TN": 72749117, + "TP": 8938, + "n_pred": 17030, + "n_ref": 68451 + }, + "11": { + "Dice": 0.42002706359945874, + "FN": 1471, + "FP": 672, + "IoU": 0.2658444672833162, + "TN": 72822741, + "TP": 776, + "n_pred": 1448, + "n_ref": 2247 + }, + "12": { + "Dice": 0.16303317535545023, + "FN": 2616, + "FP": 33, + "IoU": 0.08875128998968008, + "TN": 72822753, + "TP": 258, + "n_pred": 291, + "n_ref": 2874 + }, + "13": { + "Dice": 0.002532404784912199, + "FN": 50107, + "FP": 9763, + "IoU": 0.0012678076935908984, + "TN": 72765714, + "TP": 76, + "n_pred": 9839, + "n_ref": 50183 + }, + "14": { + "Dice": 0.1599297575995702, + "FN": 56943, + "FP": 152589, + "IoU": 0.08691502852137686, + "TN": 72596183, + "TP": 19945, + "n_pred": 172534, + "n_ref": 76888 + }, + "15": { + "Dice": 0.41220579046032074, + "FN": 16754, + "FP": 56618, + "IoU": 0.259609077790896, + "TN": 72726561, + "TP": 25727, + "n_pred": 82345, + "n_ref": 42481 + }, + "2": { + "Dice": 0.022569419985629956, + "FN": 134241, + "FP": 4517, + "IoU": 0.011413508121972072, + "TN": 72685300, + "TP": 1602, + "n_pred": 6119, + "n_ref": 135843 + }, + "3": { + "Dice": 0.48371982533624647, + "FN": 49769, + "FP": 115404, + "IoU": 0.3190174437540971, + "TN": 72583109, + "TP": 77378, + "n_pred": 192782, + "n_ref": 127147 + }, + "4": { + "Dice": 0.4947393939393939, + "FN": 16806, + "FP": 4036, + "IoU": 0.3286735811376667, + "TN": 72794614, + "TP": 10204, + "n_pred": 14240, + "n_ref": 27010 + }, + "5": { + "Dice": 0.0, + "FN": 8639, + "FP": 0, + "IoU": 0.0, + "TN": 72817021, + "TP": 0, + "n_pred": 0, + "n_ref": 8639 + }, + "6": { + "Dice": 0.552163739435533, + "FN": 662096, + "FP": 223077, + "IoU": 0.38137167473638306, + "TN": 71394796, + "TP": 545691, + "n_pred": 768768, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.06172454938069544, + "FN": 227190, + "FP": 128240, + "IoU": 0.03184508649736735, + "TN": 72458539, + "TP": 11691, + "n_pred": 139931, + "n_ref": 238881 + }, + "8": { + "Dice": 0.5977537362972531, + "FN": 24877, + "FP": 19963, + "IoU": 0.42628299448545875, + "TN": 72747503, + "TP": 33317, + "n_pred": 53280, + "n_ref": 58194 + }, + "9": { + "Dice": 0.06470731368186874, + "FN": 74262, + "FP": 33364, + "IoU": 0.033435414776962526, + "TN": 72714311, + "TP": 3723, + "n_pred": 37087, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.11309447915338518, + "FN": 239640, + "FP": 80336, + "IoU": 0.05993648219474289, + "TN": 71469111, + "TP": 20401, + "n_pred": 100737, + "n_ref": 260041 + }, + "10": { + "Dice": 0.21973264058018077, + "FN": 77478, + "FP": 37858, + "IoU": 0.12342676475953061, + "TN": 71677912, + "TP": 16240, + "n_pred": 54098, + "n_ref": 93718 + }, + "11": { + "Dice": 0.2461145411965084, + "FN": 2791, + "FP": 750, + "IoU": 0.14032532168001943, + "TN": 71805369, + "TP": 578, + "n_pred": 1328, + "n_ref": 3369 + }, + "12": { + "Dice": 0.0, + "FN": 6509, + "FP": 52, + "IoU": 0.0, + "TN": 71802927, + "TP": 0, + "n_pred": 52, + "n_ref": 6509 + }, + "13": { + "Dice": 0.16934926739737893, + "FN": 55689, + "FP": 24870, + "IoU": 0.09250768832163657, + "TN": 71720717, + "TP": 8212, + "n_pred": 33082, + "n_ref": 63901 + }, + "14": { + "Dice": 0.2778314680300527, + "FN": 424139, + "FP": 85491, + "IoU": 0.16132652691792476, + "TN": 71201826, + "TP": 98032, + "n_pred": 183523, + "n_ref": 522171 + }, + "15": { + "Dice": 0.07923248570320271, + "FN": 170348, + "FP": 69395, + "IoU": 0.04125042990026314, + "TN": 71559430, + "TP": 10315, + "n_pred": 79710, + "n_ref": 180663 + }, + "2": { + "Dice": 0.013101691856228986, + "FN": 145894, + "FP": 1745, + "IoU": 0.006594042484473721, + "TN": 71660869, + "TP": 980, + "n_pred": 2725, + "n_ref": 146874 + }, + "3": { + "Dice": 0.4577291279753511, + "FN": 98979, + "FP": 104827, + "IoU": 0.29678906363216045, + "TN": 71519666, + "TP": 86016, + "n_pred": 190843, + "n_ref": 184995 + }, + "4": { + "Dice": 0.5636642206273688, + "FN": 3490, + "FP": 12743, + "IoU": 0.39243206826858296, + "TN": 71782770, + "TP": 10485, + "n_pred": 23228, + "n_ref": 13975 + }, + "5": { + "Dice": 0.0, + "FN": 10343, + "FP": 269, + "IoU": 0.0, + "TN": 71798876, + "TP": 0, + "n_pred": 269, + "n_ref": 10343 + }, + "6": { + "Dice": 0.5898948736465988, + "FN": 591870, + "FP": 320707, + "IoU": 0.4183339685971463, + "TN": 70240586, + "TP": 656325, + "n_pred": 977032, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.3167774587107931, + "FN": 185223, + "FP": 30098, + "IoU": 0.18819701551059803, + "TN": 71544250, + "TP": 49917, + "n_pred": 80015, + "n_ref": 235140 + }, + "8": { + "Dice": 0.609859980798103, + "FN": 33912, + "FP": 26635, + "IoU": 0.4387039955501993, + "TN": 71701618, + "TP": 47323, + "n_pred": 73958, + "n_ref": 81235 + }, + "9": { + "Dice": 0.32890095702059124, + "FN": 63446, + "FP": 37392, + "IoU": 0.19681715359862365, + "TN": 71683940, + "TP": 24710, + "n_pred": 62102, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.453701464302391, + "FN": 119460, + "FP": 108677, + "IoU": 0.29341130048843034, + "TN": 135122639, + "TP": 94734, + "n_pred": 203411, + "n_ref": 214194 + }, + "10": { + "Dice": 0.2747878286069137, + "FN": 66550, + "FP": 31548, + "IoU": 0.15927770112184295, + "TN": 135328827, + "TP": 18585, + "n_pred": 50133, + "n_ref": 85135 + }, + "11": { + "Dice": 0.28594313175810976, + "FN": 2833, + "FP": 733, + "IoU": 0.16682242990654206, + "TN": 135441230, + "TP": 714, + "n_pred": 1447, + "n_ref": 3547 + }, + "12": { + "Dice": 0.0, + "FN": 5508, + "FP": 49, + "IoU": 0.0, + "TN": 135439953, + "TP": 0, + "n_pred": 49, + "n_ref": 5508 + }, + "13": { + "Dice": 0.0874477335031706, + "FN": 37415, + "FP": 28495, + "IoU": 0.04572305553946835, + "TN": 135376442, + "TP": 3158, + "n_pred": 31653, + "n_ref": 40573 + }, + "14": { + "Dice": 0.49942659963343333, + "FN": 45464, + "FP": 150086, + "IoU": 0.3328238388814777, + "TN": 135152409, + "TP": 97551, + "n_pred": 247637, + "n_ref": 143015 + }, + "15": { + "Dice": 0.2544601378314606, + "FN": 13231, + "FP": 209839, + "IoU": 0.1457773284623456, + "TN": 135184372, + "TP": 38068, + "n_pred": 247907, + "n_ref": 51299 + }, + "2": { + "Dice": 0.0, + "FN": 209539, + "FP": 22330, + "IoU": 0.0, + "TN": 135213641, + "TP": 0, + "n_pred": 22330, + "n_ref": 209539 + }, + "3": { + "Dice": 0.40867644150004595, + "FN": 153518, + "FP": 58737, + "IoU": 0.2568154284633861, + "TN": 135159908, + "TP": 73347, + "n_pred": 132084, + "n_ref": 226865 + }, + "4": { + "Dice": 0.7443754902095688, + "FN": 9793, + "FP": 8784, + "IoU": 0.5928328767123288, + "TN": 135399885, + "TP": 27048, + "n_pred": 35832, + "n_ref": 36841 + }, + "5": { + "Dice": 0.007595925176587513, + "FN": 27937, + "FP": 22, + "IoU": 0.0038124421007624883, + "TN": 135417444, + "TP": 107, + "n_pred": 129, + "n_ref": 28044 + }, + "6": { + "Dice": 0.617205231751903, + "FN": 776000, + "FP": 323475, + "IoU": 0.44634623005831753, + "TN": 133459657, + "TP": 886378, + "n_pred": 1209853, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.2820711295825469, + "FN": 151597, + "FP": 89551, + "IoU": 0.16419255444144448, + "TN": 135156989, + "TP": 47373, + "n_pred": 136924, + "n_ref": 198970 + }, + "8": { + "Dice": 0.24179727054271766, + "FN": 241632, + "FP": 59376, + "IoU": 0.13752525035457944, + "TN": 135096505, + "TP": 47997, + "n_pred": 107373, + "n_ref": 289629 + }, + "9": { + "Dice": 0.06848770876038836, + "FN": 93724, + "FP": 23518, + "IoU": 0.035458075556140584, + "TN": 135323958, + "TP": 4310, + "n_pred": 27828, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0006230772226332801, + "FN": 256134, + "FP": 496, + "IoU": 0.0003116356978691909, + "TN": 105497295, + "TP": 80, + "n_pred": 576, + "n_ref": 256214 + }, + "10": { + "Dice": 0.00024454362046830104, + "FN": 60477, + "FP": 4935, + "IoU": 0.0001222867624579639, + "TN": 105688585, + "TP": 8, + "n_pred": 4943, + "n_ref": 60485 + }, + "11": { + "Dice": 0.30849509496973493, + "FN": 1730, + "FP": 1583, + "IoU": 0.1823790720631787, + "TN": 105749953, + "TP": 739, + "n_pred": 2322, + "n_ref": 2469 + }, + "12": { + "Dice": 0.0, + "FN": 4404, + "FP": 76, + "IoU": 0.0, + "TN": 105749525, + "TP": 0, + "n_pred": 76, + "n_ref": 4404 + }, + "13": { + "Dice": 0.07499829549328424, + "FN": 77602, + "FP": 3800, + "IoU": 0.038960119005454416, + "TN": 105669303, + "TP": 3300, + "n_pred": 7100, + "n_ref": 80902 + }, + "14": { + "Dice": 0.39703509654586144, + "FN": 105359, + "FP": 172685, + "IoU": 0.247687953548024, + "TN": 105384419, + "TP": 91542, + "n_pred": 264227, + "n_ref": 196901 + }, + "15": { + "Dice": 0.21995681327423572, + "FN": 18255, + "FP": 50381, + "IoU": 0.12356824537433121, + "TN": 105675692, + "TP": 9677, + "n_pred": 60058, + "n_ref": 27932 + }, + "2": { + "Dice": 0.2392013810703295, + "FN": 113054, + "FP": 140349, + "IoU": 0.13584823301129795, + "TN": 105460766, + "TP": 39836, + "n_pred": 180185, + "n_ref": 152890 + }, + "3": { + "Dice": 0.33626610884617364, + "FN": 128941, + "FP": 38910, + "IoU": 0.20211532062556448, + "TN": 105543635, + "TP": 42519, + "n_pred": 81429, + "n_ref": 171460 + }, + "4": { + "Dice": 0.07952294486629251, + "FN": 38927, + "FP": 5683, + "IoU": 0.041407911984012724, + "TN": 105707468, + "TP": 1927, + "n_pred": 7610, + "n_ref": 40854 + }, + "5": { + "Dice": 0.0, + "FN": 12365, + "FP": 45, + "IoU": 0.0, + "TN": 105741595, + "TP": 0, + "n_pred": 45, + "n_ref": 12365 + }, + "6": { + "Dice": 0.5267376359473016, + "FN": 919311, + "FP": 189936, + "IoU": 0.35753145454577046, + "TN": 104027466, + "TP": 617292, + "n_pred": 807228, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.34479285125423803, + "FN": 203347, + "FP": 43824, + "IoU": 0.20830797614395624, + "TN": 105441799, + "TP": 65035, + "n_pred": 108859, + "n_ref": 268382 + }, + "8": { + "Dice": 0.2947001579139797, + "FN": 69726, + "FP": 20941, + "IoU": 0.17281427619994708, + "TN": 105644396, + "TP": 18942, + "n_pred": 39883, + "n_ref": 88668 + }, + "9": { + "Dice": 0.19381275841701123, + "FN": 64307, + "FP": 23045, + "IoU": 0.10730490945509545, + "TN": 105656153, + "TP": 10500, + "n_pred": 33545, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.084586484897406, + "FN": 232033, + "FP": 227262, + "IoU": 0.04416095231158237, + "TN": 96657365, + "TP": 21220, + "n_pred": 248482, + "n_ref": 253253 + }, + "10": { + "Dice": 0.42311380267474136, + "FN": 74846, + "FP": 28033, + "IoU": 0.26832234526019333, + "TN": 96997273, + "TP": 37728, + "n_pred": 65761, + "n_ref": 112574 + }, + "11": { + "Dice": 0.5640680249200202, + "FN": 1886, + "FP": 703, + "IoU": 0.3928236397748593, + "TN": 97133616, + "TP": 1675, + "n_pred": 2378, + "n_ref": 3561 + }, + "12": { + "Dice": 0.0, + "FN": 4518, + "FP": 134, + "IoU": 0.0, + "TN": 97133228, + "TP": 0, + "n_pred": 134, + "n_ref": 4518 + }, + "13": { + "Dice": 0.2634745961133224, + "FN": 38644, + "FP": 24270, + "IoU": 0.15172516078579423, + "TN": 97063713, + "TP": 11253, + "n_pred": 35523, + "n_ref": 49897 + }, + "14": { + "Dice": 0.3634873546200082, + "FN": 163564, + "FP": 189817, + "IoU": 0.22211093549821476, + "TN": 96683598, + "TP": 100901, + "n_pred": 290718, + "n_ref": 264465 + }, + "15": { + "Dice": 0.05930433253080923, + "FN": 11583, + "FP": 330691, + "IoU": 0.030558285631742777, + "TN": 96784817, + "TP": 10789, + "n_pred": 341480, + "n_ref": 22372 + }, + "2": { + "Dice": 0.4188427591313609, + "FN": 92186, + "FP": 34959, + "IoU": 0.26489633561129033, + "TN": 96964918, + "TP": 45817, + "n_pred": 80776, + "n_ref": 138003 + }, + "3": { + "Dice": 0.05921772674262133, + "FN": 151862, + "FP": 57876, + "IoU": 0.03051229782887043, + "TN": 96921541, + "TP": 6601, + "n_pred": 64477, + "n_ref": 158463 + }, + "4": { + "Dice": 0.6309442406912413, + "FN": 7196, + "FP": 16552, + "IoU": 0.4608608790410461, + "TN": 97093832, + "TP": 20300, + "n_pred": 36852, + "n_ref": 27496 + }, + "5": { + "Dice": 0.0, + "FN": 14633, + "FP": 1230, + "IoU": 0.0, + "TN": 97122017, + "TP": 0, + "n_pred": 1230, + "n_ref": 14633 + }, + "6": { + "Dice": 0.5721256558212612, + "FN": 735647, + "FP": 408136, + "IoU": 0.40068347621325673, + "TN": 95229401, + "TP": 764696, + "n_pred": 1172832, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.27517605340702883, + "FN": 204663, + "FP": 56565, + "IoU": 0.15953863230539067, + "TN": 96827065, + "TP": 49587, + "n_pred": 106152, + "n_ref": 254250 + }, + "8": { + "Dice": 0.5677655522461413, + "FN": 61052, + "FP": 40967, + "IoU": 0.3964194222088118, + "TN": 96968857, + "TP": 67004, + "n_pred": 107971, + "n_ref": 128056 + }, + "9": { + "Dice": 0.4644826016589116, + "FN": 31845, + "FP": 52861, + "IoU": 0.30249256840770417, + "TN": 97016439, + "TP": 36735, + "n_pred": 89596, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4085355360523146, + "FN": 91606, + "FP": 145547, + "IoU": 0.25670415224913495, + "TN": 130447736, + "TP": 81903, + "n_pred": 227450, + "n_ref": 173509 + }, + "10": { + "Dice": 0.10417422574844988, + "FN": 70788, + "FP": 40315, + "IoU": 0.054949261247161096, + "TN": 130649229, + "TP": 6460, + "n_pred": 46775, + "n_ref": 77248 + }, + "11": { + "Dice": 0.32310756972111554, + "FN": 3238, + "FP": 160, + "IoU": 0.19268234735091472, + "TN": 130762583, + "TP": 811, + "n_pred": 971, + "n_ref": 4049 + }, + "12": { + "Dice": 0.0, + "FN": 3328, + "FP": 1, + "IoU": 0.0, + "TN": 130763463, + "TP": 0, + "n_pred": 1, + "n_ref": 3328 + }, + "13": { + "Dice": 0.001908804360111012, + "FN": 61291, + "FP": 18188, + "IoU": 0.0009553139337565206, + "TN": 130687237, + "TP": 76, + "n_pred": 18264, + "n_ref": 61367 + }, + "14": { + "Dice": 0.4971439068036643, + "FN": 75528, + "FP": 94198, + "IoU": 0.33079940857565304, + "TN": 130513167, + "TP": 83899, + "n_pred": 178097, + "n_ref": 159427 + }, + "15": { + "Dice": 0.14840442822075345, + "FN": 8930, + "FP": 218997, + "IoU": 0.08014948322551223, + "TN": 130519005, + "TP": 19860, + "n_pred": 238857, + "n_ref": 28790 + }, + "2": { + "Dice": 0.0, + "FN": 166331, + "FP": 17186, + "IoU": 0.0, + "TN": 130583275, + "TP": 0, + "n_pred": 17186, + "n_ref": 166331 + }, + "3": { + "Dice": 0.1898516313941071, + "FN": 140184, + "FP": 80579, + "IoU": 0.10488180675505819, + "TN": 130520162, + "TP": 25867, + "n_pred": 106446, + "n_ref": 166051 + }, + "4": { + "Dice": 0.4402948655382323, + "FN": 21365, + "FP": 426, + "IoU": 0.28229365654436467, + "TN": 130736430, + "TP": 8571, + "n_pred": 8997, + "n_ref": 29936 + }, + "5": { + "Dice": 0.00019159535061949164, + "FN": 31306, + "FP": 4, + "IoU": 9.580685338357871e-05, + "TN": 130735479, + "TP": 3, + "n_pred": 7, + "n_ref": 31309 + }, + "6": { + "Dice": 0.6232698073235752, + "FN": 624254, + "FP": 237502, + "IoU": 0.4527174682730761, + "TN": 129192183, + "TP": 712853, + "n_pred": 950355, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.057887256892423584, + "FN": 429016, + "FP": 109262, + "IoU": 0.02980633184034318, + "TN": 130211977, + "TP": 16537, + "n_pred": 125799, + "n_ref": 445553 + }, + "8": { + "Dice": 0.3161060607530585, + "FN": 181345, + "FP": 30128, + "IoU": 0.18772326058399208, + "TN": 130506446, + "TP": 48873, + "n_pred": 79001, + "n_ref": 230218 + }, + "9": { + "Dice": 0.1284404979442668, + "FN": 93032, + "FP": 29070, + "IoU": 0.06862752576297303, + "TN": 130635693, + "TP": 8997, + "n_pred": 38067, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.10591254722545472, + "FN": 187556, + "FP": 36792, + "IoU": 0.05591745358447373, + "TN": 71998372, + "TP": 13288, + "n_pred": 50080, + "n_ref": 200844 + }, + "10": { + "Dice": 0.012686923321667197, + "FN": 62025, + "FP": 37275, + "IoU": 0.006383958053993476, + "TN": 72136070, + "TP": 638, + "n_pred": 37913, + "n_ref": 62663 + }, + "11": { + "Dice": 0.005795574288724974, + "FN": 2676, + "FP": 1098, + "IoU": 0.002906208718626156, + "TN": 72232223, + "TP": 11, + "n_pred": 1109, + "n_ref": 2687 + }, + "12": { + "Dice": 0.0, + "FN": 4071, + "FP": 0, + "IoU": 0.0, + "TN": 72231937, + "TP": 0, + "n_pred": 0, + "n_ref": 4071 + }, + "13": { + "Dice": 0.018171117486941807, + "FN": 69697, + "FP": 10379, + "IoU": 0.009168862986747838, + "TN": 72155191, + "TP": 741, + "n_pred": 11120, + "n_ref": 70438 + }, + "14": { + "Dice": 0.07210008592588091, + "FN": 52490, + "FP": 497171, + "IoU": 0.03739825153761015, + "TN": 71664992, + "TP": 21355, + "n_pred": 518526, + "n_ref": 73845 + }, + "15": { + "Dice": 0.3369326780825412, + "FN": 8502, + "FP": 69484, + "IoU": 0.20259713701431492, + "TN": 72138208, + "TP": 19814, + "n_pred": 89298, + "n_ref": 28316 + }, + "2": { + "Dice": 0.20794387633371145, + "FN": 102456, + "FP": 86767, + "IoU": 0.1160364754136652, + "TN": 72021946, + "TP": 24839, + "n_pred": 111606, + "n_ref": 127295 + }, + "3": { + "Dice": 0.5946285876089411, + "FN": 77946, + "FP": 45173, + "IoU": 0.4231113443507841, + "TN": 72022589, + "TP": 90300, + "n_pred": 135473, + "n_ref": 168246 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 6067, + "IoU": 0.0, + "TN": 72229941, + "TP": 0, + "n_pred": 6067, + "n_ref": 0 + }, + "5": { + "Dice": 0.014843188891548958, + "FN": 8165, + "FP": 65, + "IoU": 0.0074770863482875064, + "TN": 72227716, + "TP": 62, + "n_pred": 127, + "n_ref": 8227 + }, + "6": { + "Dice": 0.342036091372973, + "FN": 983296, + "FP": 1050025, + "IoU": 0.20629887634660019, + "TN": 69674186, + "TP": 528501, + "n_pred": 1578526, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.09894874001624748, + "FN": 314657, + "FP": 133443, + "IoU": 0.05204948551313295, + "TN": 71763304, + "TP": 24604, + "n_pred": 158047, + "n_ref": 339261 + }, + "8": { + "Dice": 0.4630183963497922, + "FN": 35715, + "FP": 38193, + "IoU": 0.3012517490451159, + "TN": 72130236, + "TP": 31864, + "n_pred": 70057, + "n_ref": 67579 + }, + "9": { + "Dice": 0.09035435697735075, + "FN": 45896, + "FP": 29087, + "IoU": 0.04731472423037341, + "TN": 72157301, + "TP": 3724, + "n_pred": 32811, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.00014408844410678263, + "FN": 88981, + "FP": 63681, + "IoU": 7.204941279728571e-05, + "TN": 52400447, + "TP": 11, + "n_pred": 63692, + "n_ref": 88992 + }, + "10": { + "Dice": 0.0, + "FN": 47184, + "FP": 6511, + "IoU": 0.0, + "TN": 52499425, + "TP": 0, + "n_pred": 6511, + "n_ref": 47184 + }, + "11": { + "Dice": 0.0, + "FN": 2042, + "FP": 1957, + "IoU": 0.0, + "TN": 52549121, + "TP": 0, + "n_pred": 1957, + "n_ref": 2042 + }, + "12": { + "Dice": 0.0, + "FN": 4066, + "FP": 22, + "IoU": 0.0, + "TN": 52549032, + "TP": 0, + "n_pred": 22, + "n_ref": 4066 + }, + "13": { + "Dice": 0.0, + "FN": 21615, + "FP": 0, + "IoU": 0.0, + "TN": 52531505, + "TP": 0, + "n_pred": 0, + "n_ref": 21615 + }, + "14": { + "Dice": 0.04399673530201195, + "FN": 51821, + "FP": 122706, + "IoU": 0.022493180914401573, + "TN": 52374577, + "TP": 4016, + "n_pred": 126722, + "n_ref": 55837 + }, + "15": { + "Dice": 0.22607203550627794, + "FN": 18418, + "FP": 28489, + "IoU": 0.12744149707950445, + "TN": 52499362, + "TP": 6851, + "n_pred": 35340, + "n_ref": 25269 + }, + "2": { + "Dice": 0.04422278089868606, + "FN": 131813, + "FP": 9232, + "IoU": 0.022611359037613993, + "TN": 52408812, + "TP": 3263, + "n_pred": 12495, + "n_ref": 135076 + }, + "3": { + "Dice": 0.34185856233946504, + "FN": 101102, + "FP": 60579, + "IoU": 0.20616972386975135, + "TN": 52349448, + "TP": 41991, + "n_pred": 102570, + "n_ref": 143093 + }, + "4": { + "Dice": 0.0, + "FN": 1880, + "FP": 0, + "IoU": 0.0, + "TN": 52551240, + "TP": 0, + "n_pred": 0, + "n_ref": 1880 + }, + "5": { + "Dice": 0.0, + "FN": 6282, + "FP": 0, + "IoU": 0.0, + "TN": 52546838, + "TP": 0, + "n_pred": 0, + "n_ref": 6282 + }, + "6": { + "Dice": 0.2583582143823911, + "FN": 644931, + "FP": 89327, + "IoU": 0.14834176379775701, + "TN": 51690969, + "TP": 127893, + "n_pred": 217220, + "n_ref": 772824 + }, + "7": { + "Dice": 0.021567645697334985, + "FN": 190781, + "FP": 16359, + "IoU": 0.01090138141464882, + "TN": 52343697, + "TP": 2283, + "n_pred": 18642, + "n_ref": 193064 + }, + "8": { + "Dice": 0.562898662421028, + "FN": 31778, + "FP": 11325, + "IoU": 0.39169030582722947, + "TN": 52482263, + "TP": 27754, + "n_pred": 39079, + "n_ref": 59532 + }, + "9": { + "Dice": 0.21395135291593056, + "FN": 67372, + "FP": 11383, + "IoU": 0.11979032780838912, + "TN": 52463647, + "TP": 10718, + "n_pred": 22101, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.28582638580784436, + "FN": 206395, + "FP": 225003, + "IoU": 0.1667429619971993, + "TN": 143619525, + "TP": 86327, + "n_pred": 311330, + "n_ref": 292722 + }, + "10": { + "Dice": 0.17105263157894737, + "FN": 85019, + "FP": 43501, + "IoU": 0.09352517985611511, + "TN": 143995470, + "TP": 13260, + "n_pred": 56761, + "n_ref": 98279 + }, + "11": { + "Dice": 0.3365475070555033, + "FN": 5188, + "FP": 454, + "IoU": 0.20231867665771242, + "TN": 144130177, + "TP": 1431, + "n_pred": 1885, + "n_ref": 6619 + }, + "12": { + "Dice": 0.0, + "FN": 5646, + "FP": 0, + "IoU": 0.0, + "TN": 144131604, + "TP": 0, + "n_pred": 0, + "n_ref": 5646 + }, + "13": { + "Dice": 0.021118464734734093, + "FN": 102822, + "FP": 34287, + "IoU": 0.01067191964672266, + "TN": 143998662, + "TP": 1479, + "n_pred": 35766, + "n_ref": 104301 + }, + "14": { + "Dice": 0.5131007850109455, + "FN": 254105, + "FP": 41938, + "IoU": 0.3450810786894675, + "TN": 143685220, + "TP": 155987, + "n_pred": 197925, + "n_ref": 410092 + }, + "15": { + "Dice": 0.21181636627510328, + "FN": 5590, + "FP": 121492, + "IoU": 0.11845336367041719, + "TN": 143993092, + "TP": 17076, + "n_pred": 138568, + "n_ref": 22666 + }, + "2": { + "Dice": 0.0, + "FN": 138037, + "FP": 15631, + "IoU": 0.0, + "TN": 143983582, + "TP": 0, + "n_pred": 15631, + "n_ref": 138037 + }, + "3": { + "Dice": 0.3036008667793342, + "FN": 130274, + "FP": 71227, + "IoU": 0.17896782710737336, + "TN": 143891826, + "TP": 43923, + "n_pred": 115150, + "n_ref": 174197 + }, + "4": { + "Dice": 0.7649612403100775, + "FN": 14165, + "FP": 8575, + "IoU": 0.6193823750941502, + "TN": 144077505, + "TP": 37005, + "n_pred": 45580, + "n_ref": 51170 + }, + "5": { + "Dice": 0.0, + "FN": 32132, + "FP": 0, + "IoU": 0.0, + "TN": 144105118, + "TP": 0, + "n_pred": 0, + "n_ref": 32132 + }, + "6": { + "Dice": 0.6418135001618506, + "FN": 463384, + "FP": 535817, + "IoU": 0.47255181835361587, + "TN": 142242844, + "TP": 895205, + "n_pred": 1431022, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.09662896098238982, + "FN": 217672, + "FP": 369231, + "IoU": 0.050767275009218946, + "TN": 143518958, + "TP": 31389, + "n_pred": 400620, + "n_ref": 249061 + }, + "8": { + "Dice": 0.40558546156849046, + "FN": 150156, + "FP": 81290, + "IoU": 0.2543789283102507, + "TN": 143826843, + "TP": 78961, + "n_pred": 160251, + "n_ref": 229117 + }, + "9": { + "Dice": 0.14115768834329204, + "FN": 85353, + "FP": 25466, + "IoU": 0.07593849540550006, + "TN": 144017324, + "TP": 9107, + "n_pred": 34573, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.44386564826947045, + "FN": 130678, + "FP": 78146, + "IoU": 0.28523607089314684, + "TN": 111486762, + "TP": 83334, + "n_pred": 161480, + "n_ref": 214012 + }, + "10": { + "Dice": 0.007862118418356894, + "FN": 45695, + "FP": 31787, + "IoU": 0.003946573422977542, + "TN": 111701131, + "TP": 307, + "n_pred": 32094, + "n_ref": 46002 + }, + "11": { + "Dice": 0.30891790219075016, + "FN": 3097, + "FP": 26, + "IoU": 0.18267469248887724, + "TN": 111775099, + "TP": 698, + "n_pred": 724, + "n_ref": 3795 + }, + "12": { + "Dice": 0.0, + "FN": 4660, + "FP": 10, + "IoU": 0.0, + "TN": 111774250, + "TP": 0, + "n_pred": 10, + "n_ref": 4660 + }, + "13": { + "Dice": 0.0024824623795378156, + "FN": 52854, + "FP": 18671, + "IoU": 0.0012427737593208033, + "TN": 111707306, + "TP": 89, + "n_pred": 18760, + "n_ref": 52943 + }, + "14": { + "Dice": 0.4156078402851013, + "FN": 34832, + "FP": 125870, + "IoU": 0.2623137445718535, + "TN": 111561074, + "TP": 57144, + "n_pred": 183014, + "n_ref": 91976 + }, + "15": { + "Dice": 0.10812040336644173, + "FN": 2176, + "FP": 138980, + "IoU": 0.05714972747675537, + "TN": 111629208, + "TP": 8556, + "n_pred": 147536, + "n_ref": 10732 + }, + "2": { + "Dice": 0.00046786976033610234, + "FN": 206260, + "FP": 3102, + "IoU": 0.00023398961850141587, + "TN": 111569509, + "TP": 49, + "n_pred": 3151, + "n_ref": 206309 + }, + "3": { + "Dice": 0.17790689245627045, + "FN": 47486, + "FP": 99949, + "IoU": 0.09763874947976596, + "TN": 111615532, + "TP": 15953, + "n_pred": 115902, + "n_ref": 63439 + }, + "4": { + "Dice": 0.71282655041843, + "FN": 7478, + "FP": 1547, + "IoU": 0.55379214871947, + "TN": 111758694, + "TP": 11201, + "n_pred": 12748, + "n_ref": 18679 + }, + "5": { + "Dice": 0.0, + "FN": 26416, + "FP": 0, + "IoU": 0.0, + "TN": 111752504, + "TP": 0, + "n_pred": 0, + "n_ref": 26416 + }, + "6": { + "Dice": 0.49157009305943766, + "FN": 785156, + "FP": 144895, + "IoU": 0.32588195898107936, + "TN": 110399264, + "TP": 449605, + "n_pred": 594500, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.022195575936062292, + "FN": 233968, + "FP": 155822, + "IoU": 0.011222331018177944, + "TN": 111384706, + "TP": 4424, + "n_pred": 160246, + "n_ref": 238392 + }, + "8": { + "Dice": 0.25906497382757054, + "FN": 231070, + "FP": 33060, + "IoU": 0.14880795086140777, + "TN": 111468614, + "TP": 46176, + "n_pred": 79236, + "n_ref": 277246 + }, + "9": { + "Dice": 0.0820408982605584, + "FN": 75639, + "FP": 29538, + "IoU": 0.042775103069796226, + "TN": 111669043, + "TP": 4700, + "n_pred": 34238, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.11515173302793284, + "FN": 154193, + "FP": 18102, + "IoU": 0.06109337024402472, + "TN": 198904369, + "TP": 11211, + "n_pred": 29313, + "n_ref": 165404 + }, + "10": { + "Dice": 0.01702326123710138, + "FN": 62543, + "FP": 4901, + "IoU": 0.008584700417475158, + "TN": 199019847, + "TP": 584, + "n_pred": 5485, + "n_ref": 63127 + }, + "11": { + "Dice": 0.47039792947266257, + "FN": 2981, + "FP": 293, + "IoU": 0.30752961082910324, + "TN": 199083147, + "TP": 1454, + "n_pred": 1747, + "n_ref": 4435 + }, + "12": { + "Dice": 0.0, + "FN": 3335, + "FP": 2, + "IoU": 0.0, + "TN": 199084538, + "TP": 0, + "n_pred": 2, + "n_ref": 3335 + }, + "13": { + "Dice": 0.013317492332771531, + "FN": 35353, + "FP": 358, + "IoU": 0.006703382287494437, + "TN": 199051923, + "TP": 241, + "n_pred": 599, + "n_ref": 35594 + }, + "14": { + "Dice": 0.12684693236973862, + "FN": 30379, + "FP": 197727, + "IoU": 0.06771840196178604, + "TN": 198843200, + "TP": 16569, + "n_pred": 214296, + "n_ref": 46948 + }, + "15": { + "Dice": 0.35178353730941564, + "FN": 94128, + "FP": 69640, + "IoU": 0.21343285015801658, + "TN": 198879669, + "TP": 44438, + "n_pred": 114078, + "n_ref": 138566 + }, + "2": { + "Dice": 0.07790219578339602, + "FN": 122454, + "FP": 46194, + "IoU": 0.04052977721138748, + "TN": 198912103, + "TP": 7124, + "n_pred": 53318, + "n_ref": 129578 + }, + "3": { + "Dice": 0.5365982588776864, + "FN": 41381, + "FP": 126933, + "IoU": 0.3666787074246324, + "TN": 198822111, + "TP": 97450, + "n_pred": 224383, + "n_ref": 138831 + }, + "4": { + "Dice": 0.0, + "FN": 17120, + "FP": 7255, + "IoU": 0.0, + "TN": 199063500, + "TP": 0, + "n_pred": 7255, + "n_ref": 17120 + }, + "5": { + "Dice": 0.0004980327705563026, + "FN": 20063, + "FP": 6, + "IoU": 0.0002490784098834313, + "TN": 199067801, + "TP": 5, + "n_pred": 11, + "n_ref": 20068 + }, + "6": { + "Dice": 0.46411092136212784, + "FN": 686886, + "FP": 394155, + "IoU": 0.30217736932782413, + "TN": 197538712, + "TP": 468122, + "n_pred": 862277, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.02175137482206679, + "FN": 154052, + "FP": 36998, + "IoU": 0.010995268514396347, + "TN": 198894701, + "TP": 2124, + "n_pred": 39122, + "n_ref": 156176 + }, + "8": { + "Dice": 0.5059703884759481, + "FN": 67846, + "FP": 30788, + "IoU": 0.3386615530061753, + "TN": 198938732, + "TP": 50509, + "n_pred": 81297, + "n_ref": 118355 + }, + "9": { + "Dice": 0.4738768307504274, + "FN": 68892, + "FP": 7731, + "IoU": 0.31051021326374517, + "TN": 198976745, + "TP": 34507, + "n_pred": 42238, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.2306778925557286, + "FN": 150086, + "FP": 78625, + "IoU": 0.13037642585551332, + "TN": 130812192, + "TP": 34289, + "n_pred": 112914, + "n_ref": 184375 + }, + "10": { + "Dice": 0.29229848602716774, + "FN": 58298, + "FP": 59966, + "IoU": 0.171164857345098, + "TN": 130932505, + "TP": 24423, + "n_pred": 84389, + "n_ref": 82721 + }, + "11": { + "Dice": 0.5297407219115404, + "FN": 1987, + "FP": 1713, + "IoU": 0.3603042876901798, + "TN": 131069408, + "TP": 2084, + "n_pred": 3797, + "n_ref": 4071 + }, + "12": { + "Dice": 0.0, + "FN": 4635, + "FP": 80, + "IoU": 0.0, + "TN": 131070477, + "TP": 0, + "n_pred": 80, + "n_ref": 4635 + }, + "13": { + "Dice": 0.1603746435392303, + "FN": 80963, + "FP": 15316, + "IoU": 0.08717788270094999, + "TN": 130969718, + "TP": 9195, + "n_pred": 24511, + "n_ref": 90158 + }, + "14": { + "Dice": 0.053173828326144895, + "FN": 43705, + "FP": 415981, + "IoU": 0.0273130848042929, + "TN": 130602598, + "TP": 12908, + "n_pred": 428889, + "n_ref": 56613 + }, + "15": { + "Dice": 0.13886139600984668, + "FN": 8428, + "FP": 229099, + "IoU": 0.07461099120298584, + "TN": 130818514, + "TP": 19151, + "n_pred": 248250, + "n_ref": 27579 + }, + "2": { + "Dice": 0.24990916194255175, + "FN": 121396, + "FP": 111877, + "IoU": 0.14279782312325223, + "TN": 130803059, + "TP": 38860, + "n_pred": 150737, + "n_ref": 160256 + }, + "3": { + "Dice": 0.21082517736186004, + "FN": 159848, + "FP": 66410, + "IoU": 0.1178337492202121, + "TN": 130818712, + "TP": 30222, + "n_pred": 96632, + "n_ref": 190070 + }, + "4": { + "Dice": 0.16789961493142863, + "FN": 66169, + "FP": 2332, + "IoU": 0.09164323980268392, + "TN": 130999780, + "TP": 6911, + "n_pred": 9243, + "n_ref": 73080 + }, + "5": { + "Dice": 0.11313156735669792, + "FN": 13800, + "FP": 295, + "IoU": 0.059957316259837266, + "TN": 131060198, + "TP": 899, + "n_pred": 1194, + "n_ref": 14699 + }, + "6": { + "Dice": 0.44940859364035496, + "FN": 766690, + "FP": 951632, + "IoU": 0.2898304426279781, + "TN": 128655598, + "TP": 701272, + "n_pred": 1652904, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.1316800196447007, + "FN": 701024, + "FP": 303228, + "IoU": 0.07048044287341991, + "TN": 129994793, + "TP": 76147, + "n_pred": 379375, + "n_ref": 777171 + }, + "8": { + "Dice": 0.48335253759893965, + "FN": 64006, + "FP": 73198, + "IoU": 0.31869801623755495, + "TN": 130873807, + "TP": 64181, + "n_pred": 137379, + "n_ref": 128187 + }, + "9": { + "Dice": 0.18409343264469175, + "FN": 54186, + "FP": 46483, + "IoU": 0.10137825147733562, + "TN": 130963166, + "TP": 11357, + "n_pred": 57840, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.32424322654664195, + "FN": 158591, + "FP": 78776, + "IoU": 0.19349062565831052, + "TN": 101322886, + "TP": 56947, + "n_pred": 135723, + "n_ref": 215538 + }, + "10": { + "Dice": 0.03291854849644843, + "FN": 44245, + "FP": 48472, + "IoU": 0.01673471552044117, + "TN": 101522905, + "TP": 1578, + "n_pred": 50050, + "n_ref": 45823 + }, + "11": { + "Dice": 0.5978349120433017, + "FN": 2750, + "FP": 222, + "IoU": 0.42636556649295504, + "TN": 101612019, + "TP": 2209, + "n_pred": 2431, + "n_ref": 4959 + }, + "12": { + "Dice": 0.0, + "FN": 5490, + "FP": 0, + "IoU": 0.0, + "TN": 101611710, + "TP": 0, + "n_pred": 0, + "n_ref": 5490 + }, + "13": { + "Dice": 0.40106627639556763, + "FN": 40901, + "FP": 16393, + "IoU": 0.25083358395334543, + "TN": 101540723, + "TP": 19183, + "n_pred": 35576, + "n_ref": 60084 + }, + "14": { + "Dice": 0.4251425353698881, + "FN": 34590, + "FP": 38913, + "IoU": 0.269956199159739, + "TN": 101516517, + "TP": 27180, + "n_pred": 66093, + "n_ref": 61770 + }, + "15": { + "Dice": 0.2980944370484662, + "FN": 6508, + "FP": 119503, + "IoU": 0.1751533360825822, + "TN": 101464431, + "TP": 26758, + "n_pred": 146261, + "n_ref": 33266 + }, + "2": { + "Dice": 0.0, + "FN": 172343, + "FP": 8232, + "IoU": 0.0, + "TN": 101436625, + "TP": 0, + "n_pred": 8232, + "n_ref": 172343 + }, + "3": { + "Dice": 0.4329793526120175, + "FN": 84029, + "FP": 148932, + "IoU": 0.2763073692320118, + "TN": 101295294, + "TP": 88945, + "n_pred": 237877, + "n_ref": 172974 + }, + "4": { + "Dice": 0.05961498654522873, + "FN": 14917, + "FP": 25970, + "IoU": 0.03072327714956262, + "TN": 101575017, + "TP": 1296, + "n_pred": 27266, + "n_ref": 16213 + }, + "5": { + "Dice": 0.0, + "FN": 30371, + "FP": 0, + "IoU": 0.0, + "TN": 101586829, + "TP": 0, + "n_pred": 0, + "n_ref": 30371 + }, + "6": { + "Dice": 0.5465227587170923, + "FN": 826034, + "FP": 348341, + "IoU": 0.3760105374850628, + "TN": 99735157, + "TP": 707668, + "n_pred": 1056009, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.2601663391218735, + "FN": 359920, + "FP": 26322, + "IoU": 0.14953517969675484, + "TN": 101163046, + "TP": 67912, + "n_pred": 94234, + "n_ref": 427832 + }, + "8": { + "Dice": 0.2313486348901571, + "FN": 192906, + "FP": 66500, + "IoU": 0.13080510916620874, + "TN": 101318756, + "TP": 39038, + "n_pred": 105538, + "n_ref": 231944 + }, + "9": { + "Dice": 0.3741399762752076, + "FN": 60497, + "FP": 8091, + "IoU": 0.23011819641033124, + "TN": 101528111, + "TP": 20501, + "n_pred": 28592, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 211589, + "FP": 9811, + "IoU": 0.0, + "TN": 118960812, + "TP": 0, + "n_pred": 9811, + "n_ref": 211589 + }, + "10": { + "Dice": 0.2942928678166038, + "FN": 65879, + "FP": 5432, + "IoU": 0.17253423067997214, + "TN": 119096032, + "TP": 14869, + "n_pred": 20301, + "n_ref": 80748 + }, + "11": { + "Dice": 0.4506570471527957, + "FN": 2289, + "FP": 1975, + "IoU": 0.29086978213869946, + "TN": 119176199, + "TP": 1749, + "n_pred": 3724, + "n_ref": 4038 + }, + "12": { + "Dice": 0.0, + "FN": 4135, + "FP": 0, + "IoU": 0.0, + "TN": 119178077, + "TP": 0, + "n_pred": 0, + "n_ref": 4135 + }, + "13": { + "Dice": 0.016494107827745873, + "FN": 32660, + "FP": 16831, + "IoU": 0.008315633390774657, + "TN": 119132306, + "TP": 415, + "n_pred": 17246, + "n_ref": 33075 + }, + "14": { + "Dice": 0.10330880133471634, + "FN": 56455, + "FP": 106932, + "IoU": 0.054467907800392366, + "TN": 119009413, + "TP": 9412, + "n_pred": 116344, + "n_ref": 65867 + }, + "15": { + "Dice": 0.11320634759167895, + "FN": 11817, + "FP": 127665, + "IoU": 0.059999326077433704, + "TN": 119033827, + "TP": 8903, + "n_pred": 136568, + "n_ref": 20720 + }, + "2": { + "Dice": 0.27047954386744116, + "FN": 142940, + "FP": 129719, + "IoU": 0.15638990733435434, + "TN": 118859007, + "TP": 50546, + "n_pred": 180265, + "n_ref": 193486 + }, + "3": { + "Dice": 0.14633211058294082, + "FN": 176775, + "FP": 59201, + "IoU": 0.0789419245045882, + "TN": 118926011, + "TP": 20225, + "n_pred": 79426, + "n_ref": 197000 + }, + "4": { + "Dice": 0.14003027484452227, + "FN": 39498, + "FP": 7655, + "IoU": 0.07528631942265454, + "TN": 119131220, + "TP": 3839, + "n_pred": 11494, + "n_ref": 43337 + }, + "5": { + "Dice": 0.0, + "FN": 17722, + "FP": 0, + "IoU": 0.0, + "TN": 119164490, + "TP": 0, + "n_pred": 0, + "n_ref": 17722 + }, + "6": { + "Dice": 0.389453855815886, + "FN": 1252427, + "FP": 272887, + "IoU": 0.2418147764485067, + "TN": 117170416, + "TP": 486482, + "n_pred": 759369, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.20070268582136164, + "FN": 259067, + "FP": 48055, + "IoU": 0.11154503718746474, + "TN": 118836531, + "TP": 38559, + "n_pred": 86614, + "n_ref": 297626 + }, + "8": { + "Dice": 0.2623722384180394, + "FN": 67224, + "FP": 16780, + "IoU": 0.1509945019404916, + "TN": 119083268, + "TP": 14940, + "n_pred": 31720, + "n_ref": 82164 + }, + "9": { + "Dice": 0.2703728362183755, + "FN": 65216, + "FP": 44374, + "IoU": 0.15631856499480348, + "TN": 119052317, + "TP": 20305, + "n_pred": 64679, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 12691, + "IoU": 0.0, + "TN": 61319789, + "TP": 0, + "n_pred": 12691, + "n_ref": 0 + }, + "10": { + "Dice": 0.004376992245111566, + "FN": 34336, + "FP": 7518, + "IoU": 0.0021932961426596098, + "TN": 61290534, + "TP": 92, + "n_pred": 7610, + "n_ref": 34428 + }, + "11": { + "Dice": 0.5739536434884108, + "FN": 2143, + "FP": 412, + "IoU": 0.40247895229186154, + "TN": 61328204, + "TP": 1721, + "n_pred": 2133, + "n_ref": 3864 + }, + "12": { + "Dice": 0.0, + "FN": 4850, + "FP": 57, + "IoU": 0.0, + "TN": 61327573, + "TP": 0, + "n_pred": 57, + "n_ref": 4850 + }, + "13": { + "Dice": 0.04538617919772573, + "FN": 51323, + "FP": 6434, + "IoU": 0.02322002367664468, + "TN": 61273350, + "TP": 1373, + "n_pred": 7807, + "n_ref": 52696 + }, + "14": { + "Dice": 0.5642822489353674, + "FN": 134492, + "FP": 75666, + "IoU": 0.39303146354283996, + "TN": 60986238, + "TP": 136084, + "n_pred": 211750, + "n_ref": 270576 + }, + "15": { + "Dice": 0.42488996849371075, + "FN": 62895, + "FP": 32755, + "IoU": 0.2697525633097425, + "TN": 61201497, + "TP": 35333, + "n_pred": 68088, + "n_ref": 98228 + }, + "2": { + "Dice": 0.3507141418708655, + "FN": 114791, + "FP": 56090, + "IoU": 0.21264606141029893, + "TN": 61115448, + "TP": 46151, + "n_pred": 102241, + "n_ref": 160942 + }, + "3": { + "Dice": 0.3561847760143971, + "FN": 93712, + "FP": 32573, + "IoU": 0.2166817601012294, + "TN": 61171262, + "TP": 34933, + "n_pred": 67506, + "n_ref": 128645 + }, + "4": { + "Dice": 0.5411025221821876, + "FN": 25144, + "FP": 3767, + "IoU": 0.3708982505004787, + "TN": 61286524, + "TP": 17045, + "n_pred": 20812, + "n_ref": 42189 + }, + "5": { + "Dice": 0.0, + "FN": 8572, + "FP": 42, + "IoU": 0.0, + "TN": 61323866, + "TP": 0, + "n_pred": 42, + "n_ref": 8572 + }, + "6": { + "Dice": 0.4555475488098723, + "FN": 801500, + "FP": 165600, + "IoU": 0.29495731542841314, + "TN": 59960790, + "TP": 404590, + "n_pred": 570190, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.09371518919113156, + "FN": 192491, + "FP": 34498, + "IoU": 0.049161168708765315, + "TN": 61093755, + "TP": 11736, + "n_pred": 46234, + "n_ref": 204227 + }, + "8": { + "Dice": 0.3752829634681139, + "FN": 62402, + "FP": 3555, + "IoU": 0.23098358362093088, + "TN": 61246712, + "TP": 19811, + "n_pred": 23366, + "n_ref": 82213 + }, + "9": { + "Dice": 0.21668937411832792, + "FN": 54388, + "FP": 10579, + "IoU": 0.12150960745338256, + "TN": 61258527, + "TP": 8986, + "n_pred": 19565, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4308198778251716, + "FN": 110545, + "FP": 65462, + "IoU": 0.2745509401610763, + "TN": 148864882, + "TP": 66611, + "n_pred": 132073, + "n_ref": 177156 + }, + "10": { + "Dice": 0.0285997521685254, + "FN": 71648, + "FP": 6744, + "IoU": 0.014507329092600508, + "TN": 149027954, + "TP": 1154, + "n_pred": 7898, + "n_ref": 72802 + }, + "11": { + "Dice": 0.32014388489208634, + "FN": 2070, + "FP": 198, + "IoU": 0.1905781584582441, + "TN": 149104698, + "TP": 534, + "n_pred": 732, + "n_ref": 2604 + }, + "12": { + "Dice": 0.0, + "FN": 2097, + "FP": 15, + "IoU": 0.0, + "TN": 149105388, + "TP": 0, + "n_pred": 15, + "n_ref": 2097 + }, + "13": { + "Dice": 0.0102313124403896, + "FN": 83836, + "FP": 18901, + "IoU": 0.005141960723554247, + "TN": 149004232, + "TP": 531, + "n_pred": 19432, + "n_ref": 84367 + }, + "14": { + "Dice": 0.28386982515574877, + "FN": 43377, + "FP": 207328, + "IoU": 0.16541275791127652, + "TN": 148807106, + "TP": 49689, + "n_pred": 257017, + "n_ref": 93066 + }, + "15": { + "Dice": 0.2888272724041093, + "FN": 13668, + "FP": 106368, + "IoU": 0.16878908116417723, + "TN": 148963089, + "TP": 24375, + "n_pred": 130743, + "n_ref": 38043 + }, + "2": { + "Dice": 0.0029821165618603962, + "FN": 156682, + "FP": 58628, + "IoU": 0.0014932848556800475, + "TN": 148891868, + "TP": 322, + "n_pred": 58950, + "n_ref": 157004 + }, + "3": { + "Dice": 0.14854399944747088, + "FN": 51483, + "FP": 47142, + "IoU": 0.08023090983698287, + "TN": 149000272, + "TP": 8603, + "n_pred": 55745, + "n_ref": 60086 + }, + "4": { + "Dice": 0.7571016598923681, + "FN": 9162, + "FP": 1535, + "IoU": 0.6091420637240573, + "TN": 149080132, + "TP": 16671, + "n_pred": 18206, + "n_ref": 25833 + }, + "5": { + "Dice": 0.0, + "FN": 33716, + "FP": 0, + "IoU": 0.0, + "TN": 149073784, + "TP": 0, + "n_pred": 0, + "n_ref": 33716 + }, + "6": { + "Dice": 0.47279040137326533, + "FN": 680800, + "FP": 267610, + "IoU": 0.3095779399228488, + "TN": 147733833, + "TP": 425257, + "n_pred": 692867, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.0004400270192029335, + "FN": 274962, + "FP": 501921, + "IoU": 0.0002200619261981793, + "TN": 148330446, + "TP": 171, + "n_pred": 502092, + "n_ref": 275133 + }, + "8": { + "Dice": 0.24929252470721408, + "FN": 191848, + "FP": 32311, + "IoU": 0.1423953048841142, + "TN": 148846122, + "TP": 37219, + "n_pred": 69530, + "n_ref": 229067 + }, + "9": { + "Dice": 0.04671997248731837, + "FN": 84770, + "FP": 26106, + "IoU": 0.023918727386370638, + "TN": 148993907, + "TP": 2717, + "n_pred": 28823, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 515104, + "FP": 537, + "IoU": 0.0, + "TN": 100197159, + "TP": 0, + "n_pred": 537, + "n_ref": 515104 + }, + "10": { + "Dice": 0.03199836115947967, + "FN": 37690, + "FP": 9563, + "IoU": 0.01625931631760836, + "TN": 100664766, + "TP": 781, + "n_pred": 10344, + "n_ref": 38471 + }, + "11": { + "Dice": 0.0, + "FN": 3481, + "FP": 712, + "IoU": 0.0, + "TN": 100708607, + "TP": 0, + "n_pred": 712, + "n_ref": 3481 + }, + "12": { + "Dice": 0.0, + "FN": 5873, + "FP": 255, + "IoU": 0.0, + "TN": 100706672, + "TP": 0, + "n_pred": 255, + "n_ref": 5873 + }, + "13": { + "Dice": 0.0, + "FN": 39155, + "FP": 2442, + "IoU": 0.0, + "TN": 100671203, + "TP": 0, + "n_pred": 2442, + "n_ref": 39155 + }, + "14": { + "Dice": 0.3465729150423158, + "FN": 92776, + "FP": 137691, + "IoU": 0.20960882895612273, + "TN": 100421214, + "TP": 61119, + "n_pred": 198810, + "n_ref": 153895 + }, + "15": { + "Dice": 0.28764783957662293, + "FN": 61241, + "FP": 107283, + "IoU": 0.16798404336728395, + "TN": 100510251, + "TP": 34025, + "n_pred": 141308, + "n_ref": 95266 + }, + "2": { + "Dice": 0.030600134555927642, + "FN": 229108, + "FP": 27370, + "IoU": 0.01553779661147064, + "TN": 100452274, + "TP": 4048, + "n_pred": 31418, + "n_ref": 233156 + }, + "3": { + "Dice": 0.014030276640293502, + "FN": 222052, + "FP": 44007, + "IoU": 0.0070646981548934135, + "TN": 100444848, + "TP": 1893, + "n_pred": 45900, + "n_ref": 223945 + }, + "4": { + "Dice": 0.007205053781799556, + "FN": 57441, + "FP": 707, + "IoU": 0.0036155520142565844, + "TN": 100654441, + "TP": 211, + "n_pred": 918, + "n_ref": 57652 + }, + "5": { + "Dice": 0.0, + "FN": 16473, + "FP": 0, + "IoU": 0.0, + "TN": 100696327, + "TP": 0, + "n_pred": 0, + "n_ref": 16473 + }, + "6": { + "Dice": 0.1783027584531178, + "FN": 1855004, + "FP": 201106, + "IoU": 0.09787727312015536, + "TN": 98433609, + "TP": 223081, + "n_pred": 424187, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.011996579193259744, + "FN": 170783, + "FP": 78759, + "IoU": 0.006034486192378623, + "TN": 100461743, + "TP": 1515, + "n_pred": 80274, + "n_ref": 172298 + }, + "8": { + "Dice": 0.1675902625635043, + "FN": 93646, + "FP": 29077, + "IoU": 0.09145894563841364, + "TN": 100577723, + "TP": 12354, + "n_pred": 41431, + "n_ref": 106000 + }, + "9": { + "Dice": 0.26511319062711786, + "FN": 82491, + "FP": 24862, + "IoU": 0.15281296116543164, + "TN": 100586083, + "TP": 19364, + "n_pred": 44226, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.20400390002095806, + "FN": 66640, + "FP": 20715, + "IoU": 0.11358816426346284, + "TN": 78852151, + "TP": 11194, + "n_pred": 31909, + "n_ref": 77834 + }, + "10": { + "Dice": 0.008636328793724609, + "FN": 38775, + "FP": 24, + "IoU": 0.004336891808663519, + "TN": 78911732, + "TP": 169, + "n_pred": 193, + "n_ref": 38944 + }, + "11": { + "Dice": 0.19162011173184357, + "FN": 1025, + "FP": 1869, + "IoU": 0.1059623107815879, + "TN": 78947463, + "TP": 343, + "n_pred": 2212, + "n_ref": 1368 + }, + "12": { + "Dice": 0.0, + "FN": 2560, + "FP": 0, + "IoU": 0.0, + "TN": 78948140, + "TP": 0, + "n_pred": 0, + "n_ref": 2560 + }, + "13": { + "Dice": 0.0, + "FN": 59405, + "FP": 0, + "IoU": 0.0, + "TN": 78891295, + "TP": 0, + "n_pred": 0, + "n_ref": 59405 + }, + "14": { + "Dice": 0.015145778114350625, + "FN": 26209, + "FP": 111644, + "IoU": 0.007630675314765357, + "TN": 78811787, + "TP": 1060, + "n_pred": 112704, + "n_ref": 27269 + }, + "15": { + "Dice": 0.7424290331646992, + "FN": 16854, + "FP": 12472, + "IoU": 0.5903675042952327, + "TN": 78879109, + "TP": 42265, + "n_pred": 54737, + "n_ref": 59119 + }, + "2": { + "Dice": 0.013985018593313523, + "FN": 99335, + "FP": 11499, + "IoU": 0.00704174879053933, + "TN": 78839080, + "TP": 786, + "n_pred": 12285, + "n_ref": 100121 + }, + "3": { + "Dice": 0.5103793229289655, + "FN": 37127, + "FP": 54105, + "IoU": 0.3426236831865804, + "TN": 78811918, + "TP": 47550, + "n_pred": 101655, + "n_ref": 84677 + }, + "4": { + "Dice": 0.23915702323831028, + "FN": 14586, + "FP": 1588, + "IoU": 0.13581961957683267, + "TN": 78931984, + "TP": 2542, + "n_pred": 4130, + "n_ref": 17128 + }, + "5": { + "Dice": 0.0, + "FN": 34798, + "FP": 0, + "IoU": 0.0, + "TN": 78915902, + "TP": 0, + "n_pred": 0, + "n_ref": 34798 + }, + "6": { + "Dice": 0.3710123828112501, + "FN": 521564, + "FP": 107484, + "IoU": 0.22775641686677175, + "TN": 78136128, + "TP": 185524, + "n_pred": 293008, + "n_ref": 707088 + }, + "7": { + "Dice": 0.0, + "FN": 721113, + "FP": 384, + "IoU": 0.0, + "TN": 78229203, + "TP": 0, + "n_pred": 384, + "n_ref": 721113 + }, + "8": { + "Dice": 0.1515158973012735, + "FN": 303404, + "FP": 6879, + "IoU": 0.08196764964332948, + "TN": 78612713, + "TP": 27704, + "n_pred": 34583, + "n_ref": 331108 + }, + "9": { + "Dice": 0.0, + "FN": 57048, + "FP": 5254, + "IoU": 0.0, + "TN": 78888398, + "TP": 0, + "n_pred": 5254, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.42025003295243696, + "FN": 86029, + "FP": 85508, + "IoU": 0.2660231313299873, + "TN": 104770731, + "TP": 62172, + "n_pred": 147680, + "n_ref": 148201 + }, + "10": { + "Dice": 0.18731956718161183, + "FN": 74484, + "FP": 36147, + "IoU": 0.1033384394679894, + "TN": 104881059, + "TP": 12750, + "n_pred": 48897, + "n_ref": 87234 + }, + "11": { + "Dice": 0.3511479111780203, + "FN": 3398, + "FP": 50, + "IoU": 0.21296507646656015, + "TN": 105000059, + "TP": 933, + "n_pred": 983, + "n_ref": 4331 + }, + "12": { + "Dice": 0.0, + "FN": 4833, + "FP": 0, + "IoU": 0.0, + "TN": 104999607, + "TP": 0, + "n_pred": 0, + "n_ref": 4833 + }, + "13": { + "Dice": 0.20721129368201804, + "FN": 66626, + "FP": 19015, + "IoU": 0.11558043229064471, + "TN": 104907607, + "TP": 11192, + "n_pred": 30207, + "n_ref": 77818 + }, + "14": { + "Dice": 0.3333514276408642, + "FN": 39377, + "FP": 83433, + "IoU": 0.20001302804286225, + "TN": 104850925, + "TP": 30705, + "n_pred": 114138, + "n_ref": 70082 + }, + "15": { + "Dice": 0.06743224779924249, + "FN": 20461, + "FP": 87383, + "IoU": 0.03489256597728717, + "TN": 104892697, + "TP": 3899, + "n_pred": 91282, + "n_ref": 24360 + }, + "2": { + "Dice": 0.0, + "FN": 170750, + "FP": 12285, + "IoU": 0.0, + "TN": 104821405, + "TP": 0, + "n_pred": 12285, + "n_ref": 170750 + }, + "3": { + "Dice": 0.23735000301501477, + "FN": 124022, + "FP": 65691, + "IoU": 0.1346552085899085, + "TN": 104785206, + "TP": 29521, + "n_pred": 95212, + "n_ref": 153543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 20998, + "IoU": 0.0, + "TN": 104983442, + "TP": 0, + "n_pred": 20998, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 30080, + "FP": 26, + "IoU": 0.0, + "TN": 104974334, + "TP": 0, + "n_pred": 26, + "n_ref": 30080 + }, + "6": { + "Dice": 0.741971185456074, + "FN": 286242, + "FP": 374247, + "IoU": 0.5897887050584459, + "TN": 103394321, + "TP": 949630, + "n_pred": 1323877, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.28773147934420984, + "FN": 183347, + "FP": 48084, + "IoU": 0.16804109628436673, + "TN": 104726264, + "TP": 46745, + "n_pred": 94829, + "n_ref": 230092 + }, + "8": { + "Dice": 0.284138435197476, + "FN": 292329, + "FP": 79783, + "IoU": 0.1655951977863535, + "TN": 104558479, + "TP": 73849, + "n_pred": 153632, + "n_ref": 366178 + }, + "9": { + "Dice": 0.24163007365070513, + "FN": 77954, + "FP": 19969, + "IoU": 0.1374170872862768, + "TN": 104890917, + "TP": 15600, + "n_pred": 35569, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3733334482060472, + "FN": 288121, + "FP": 148304, + "IoU": 0.22950828354730732, + "TN": 177109864, + "TP": 129999, + "n_pred": 278303, + "n_ref": 418120 + }, + "10": { + "Dice": 0.007649926671687344, + "FN": 71382, + "FP": 78834, + "IoU": 0.0038396498557644486, + "TN": 177525493, + "TP": 579, + "n_pred": 79413, + "n_ref": 71961 + }, + "11": { + "Dice": 0.39125613812767307, + "FN": 3508, + "FP": 335, + "IoU": 0.24320598660890114, + "TN": 177671210, + "TP": 1235, + "n_pred": 1570, + "n_ref": 4743 + }, + "12": { + "Dice": 0.0, + "FN": 5198, + "FP": 11, + "IoU": 0.0, + "TN": 177671079, + "TP": 0, + "n_pred": 11, + "n_ref": 5198 + }, + "13": { + "Dice": 0.11282418538032636, + "FN": 71569, + "FP": 15148, + "IoU": 0.059784671097570234, + "TN": 177584057, + "TP": 5514, + "n_pred": 20662, + "n_ref": 77083 + }, + "14": { + "Dice": 0.18278152466433212, + "FN": 51217, + "FP": 172584, + "IoU": 0.10058313138741867, + "TN": 177427459, + "TP": 25028, + "n_pred": 197612, + "n_ref": 76245 + }, + "15": { + "Dice": 0.09148425464837173, + "FN": 10401, + "FP": 243193, + "IoU": 0.04793476546954896, + "TN": 177409926, + "TP": 12768, + "n_pred": 255961, + "n_ref": 23169 + }, + "2": { + "Dice": 0.003464306946149273, + "FN": 213961, + "FP": 19042, + "IoU": 0.0017351590348231422, + "TN": 177442880, + "TP": 405, + "n_pred": 19447, + "n_ref": 214366 + }, + "3": { + "Dice": 0.24485039096005867, + "FN": 167652, + "FP": 75334, + "IoU": 0.13950399994333856, + "TN": 177393909, + "TP": 39393, + "n_pred": 114727, + "n_ref": 207045 + }, + "4": { + "Dice": 0.08871665910871089, + "FN": 31205, + "FP": 35110, + "IoU": 0.04641732453302273, + "TN": 177606745, + "TP": 3228, + "n_pred": 38338, + "n_ref": 34433 + }, + "5": { + "Dice": 0.006073392149341516, + "FN": 31086, + "FP": 8, + "IoU": 0.003045945685979031, + "TN": 177645099, + "TP": 95, + "n_pred": 103, + "n_ref": 31181 + }, + "6": { + "Dice": 0.5667558519721155, + "FN": 847677, + "FP": 616787, + "IoU": 0.39543566443439543, + "TN": 175253942, + "TP": 957882, + "n_pred": 1574669, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.20426479659213692, + "FN": 318845, + "FP": 65589, + "IoU": 0.11374995389325367, + "TN": 177242512, + "TP": 49342, + "n_pred": 114931, + "n_ref": 368187 + }, + "8": { + "Dice": 0.4525472330162133, + "FN": 115011, + "FP": 89271, + "IoU": 0.29244655647764584, + "TN": 177387572, + "TP": 84434, + "n_pred": 173705, + "n_ref": 199445 + }, + "9": { + "Dice": 0.20776838294488165, + "FN": 113932, + "FP": 48443, + "IoU": 0.1159271943245112, + "TN": 177492621, + "TP": 21292, + "n_pred": 69735, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.47544582889434434, + "FN": 110079, + "FP": 59790, + "IoU": 0.31185892761654754, + "TN": 193758683, + "TP": 76983, + "n_pred": 136773, + "n_ref": 187062 + }, + "10": { + "Dice": 0.31090397289598326, + "FN": 68601, + "FP": 13163, + "IoU": 0.18406530351565228, + "TN": 193905326, + "TP": 18445, + "n_pred": 31608, + "n_ref": 87046 + }, + "11": { + "Dice": 0.01833702181473285, + "FN": 3083, + "FP": 22, + "IoU": 0.009253350350989151, + "TN": 194002401, + "TP": 29, + "n_pred": 51, + "n_ref": 3112 + }, + "12": { + "Dice": 0.0411604264815274, + "FN": 3867, + "FP": 0, + "IoU": 0.0210126582278481, + "TN": 194001585, + "TP": 83, + "n_pred": 83, + "n_ref": 3950 + }, + "13": { + "Dice": 0.08501118568232663, + "FN": 63742, + "FP": 3743, + "IoU": 0.04439252336448598, + "TN": 193934915, + "TP": 3135, + "n_pred": 6878, + "n_ref": 66877 + }, + "14": { + "Dice": 0.23706912229074015, + "FN": 40053, + "FP": 190684, + "IoU": 0.13447442851462568, + "TN": 193738949, + "TP": 35849, + "n_pred": 226533, + "n_ref": 75902 + }, + "15": { + "Dice": 0.18158885103407618, + "FN": 7721, + "FP": 111668, + "IoU": 0.09986127237359953, + "TN": 193872901, + "TP": 13245, + "n_pred": 124913, + "n_ref": 20966 + }, + "2": { + "Dice": 0.00048075960016826587, + "FN": 138863, + "FP": 10828, + "IoU": 0.0002404375964254944, + "TN": 193855808, + "TP": 36, + "n_pred": 10864, + "n_ref": 138899 + }, + "3": { + "Dice": 0.2276946253280202, + "FN": 106442, + "FP": 84268, + "IoU": 0.1284736979202369, + "TN": 193786712, + "TP": 28113, + "n_pred": 112381, + "n_ref": 134555 + }, + "4": { + "Dice": 0.7515018236429951, + "FN": 7018, + "FP": 2248, + "IoU": 0.6019246466469047, + "TN": 193982258, + "TP": 14011, + "n_pred": 16259, + "n_ref": 21029 + }, + "5": { + "Dice": 0.0, + "FN": 27270, + "FP": 0, + "IoU": 0.0, + "TN": 193978265, + "TP": 0, + "n_pred": 0, + "n_ref": 27270 + }, + "6": { + "Dice": 0.4254776660022561, + "FN": 948986, + "FP": 229037, + "IoU": 0.2702265041372641, + "TN": 192391304, + "TP": 436208, + "n_pred": 665245, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.027970079018689, + "FN": 314144, + "FP": 229941, + "IoU": 0.014183394846651556, + "TN": 193453622, + "TP": 7828, + "n_pred": 237769, + "n_ref": 321972 + }, + "8": { + "Dice": 0.3533280517096113, + "FN": 185208, + "FP": 20488, + "IoU": 0.2145710030929016, + "TN": 193743645, + "TP": 56194, + "n_pred": 76682, + "n_ref": 241402 + }, + "9": { + "Dice": 0.11059093846485245, + "FN": 90716, + "FP": 33152, + "IoU": 0.058532025021091595, + "TN": 193873966, + "TP": 7701, + "n_pred": 40853, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.12272089761570827, + "FN": 103778, + "FP": 48844, + "IoU": 0.0653716847217034, + "TN": 99492503, + "TP": 10675, + "n_pred": 59519, + "n_ref": 114453 + }, + "10": { + "Dice": 0.09015991993356189, + "FN": 67451, + "FP": 18003, + "IoU": 0.04720809918829721, + "TN": 99566112, + "TP": 4234, + "n_pred": 22237, + "n_ref": 71685 + }, + "11": { + "Dice": 0.0, + "FN": 3642, + "FP": 24, + "IoU": 0.0, + "TN": 99652134, + "TP": 0, + "n_pred": 24, + "n_ref": 3642 + }, + "12": { + "Dice": 0.0, + "FN": 3568, + "FP": 4, + "IoU": 0.0, + "TN": 99652228, + "TP": 0, + "n_pred": 4, + "n_ref": 3568 + }, + "13": { + "Dice": 0.0185811559310518, + "FN": 44802, + "FP": 21643, + "IoU": 0.009377702239317769, + "TN": 99588726, + "TP": 629, + "n_pred": 22272, + "n_ref": 45431 + }, + "14": { + "Dice": 0.19066370276278183, + "FN": 39130, + "FP": 88300, + "IoU": 0.10537770289244594, + "TN": 99513360, + "TP": 15010, + "n_pred": 103310, + "n_ref": 54140 + }, + "15": { + "Dice": 0.14246276508460506, + "FN": 23188, + "FP": 154492, + "IoU": 0.07669443304111952, + "TN": 99463361, + "TP": 14759, + "n_pred": 169251, + "n_ref": 37947 + }, + "2": { + "Dice": 0.3379277240622643, + "FN": 72864, + "FP": 91271, + "IoU": 0.20331710537173034, + "TN": 99449777, + "TP": 41888, + "n_pred": 133159, + "n_ref": 114752 + }, + "3": { + "Dice": 0.14411540416878496, + "FN": 112470, + "FP": 22212, + "IoU": 0.0776532142637018, + "TN": 99509779, + "TP": 11339, + "n_pred": 33551, + "n_ref": 123809 + }, + "4": { + "Dice": 0.5923704814259537, + "FN": 10016, + "FP": 2219, + "IoU": 0.4208284023668639, + "TN": 99634675, + "TP": 8890, + "n_pred": 11109, + "n_ref": 18906 + }, + "5": { + "Dice": 0.0, + "FN": 6966, + "FP": 662, + "IoU": 0.0, + "TN": 99648172, + "TP": 0, + "n_pred": 662, + "n_ref": 6966 + }, + "6": { + "Dice": 0.7028830926537902, + "FN": 479299, + "FP": 260285, + "IoU": 0.5418810661344543, + "TN": 98041407, + "TP": 874809, + "n_pred": 1135094, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.11935100380088073, + "FN": 152717, + "FP": 57663, + "IoU": 0.06346266849480937, + "TN": 99431164, + "TP": 14256, + "n_pred": 71919, + "n_ref": 166973 + }, + "8": { + "Dice": 0.4739030068274742, + "FN": 52473, + "FP": 55097, + "IoU": 0.31053269153115964, + "TN": 99499781, + "TP": 48449, + "n_pred": 103546, + "n_ref": 100922 + }, + "9": { + "Dice": 0.07067426299629058, + "FN": 91552, + "FP": 13170, + "IoU": 0.03663158669414189, + "TN": 99547096, + "TP": 3982, + "n_pred": 17152, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.41243578995150376, + "FN": 313355, + "FP": 67198, + "IoU": 0.2597915645496347, + "TN": 62569404, + "TP": 133563, + "n_pred": 200761, + "n_ref": 446918 + }, + "10": { + "Dice": 0.37386796021450347, + "FN": 54043, + "FP": 2235, + "IoU": 0.22991242474001095, + "TN": 63010440, + "TP": 16802, + "n_pred": 19037, + "n_ref": 70845 + }, + "11": { + "Dice": 0.024585783003741316, + "FN": 3499, + "FP": 151, + "IoU": 0.012445887445887446, + "TN": 63079824, + "TP": 46, + "n_pred": 197, + "n_ref": 3545 + }, + "12": { + "Dice": 0.001141552511415525, + "FN": 3500, + "FP": 0, + "IoU": 0.0005711022272986865, + "TN": 63080018, + "TP": 2, + "n_pred": 2, + "n_ref": 3502 + }, + "13": { + "Dice": 0.019780454012575936, + "FN": 45191, + "FP": 796, + "IoU": 0.009989020688467418, + "TN": 63037069, + "TP": 464, + "n_pred": 1260, + "n_ref": 45655 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 100785, + "IoU": 0.0, + "TN": 62982735, + "TP": 0, + "n_pred": 100785, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 24999, + "IoU": 0.0, + "TN": 63058521, + "TP": 0, + "n_pred": 24999, + "n_ref": 0 + }, + "2": { + "Dice": 0.0004958818561477728, + "FN": 123940, + "FP": 5059, + "IoU": 0.0002480024180235757, + "TN": 62954489, + "TP": 32, + "n_pred": 5091, + "n_ref": 123972 + }, + "3": { + "Dice": 0.4417334080891832, + "FN": 73620, + "FP": 62793, + "IoU": 0.28347742958893174, + "TN": 62893138, + "TP": 53969, + "n_pred": 116762, + "n_ref": 127589 + }, + "4": { + "Dice": 0.0, + "FN": 18029, + "FP": 188, + "IoU": 0.0, + "TN": 63065303, + "TP": 0, + "n_pred": 188, + "n_ref": 18029 + }, + "5": { + "Dice": 0.0, + "FN": 16954, + "FP": 0, + "IoU": 0.0, + "TN": 63066566, + "TP": 0, + "n_pred": 0, + "n_ref": 16954 + }, + "6": { + "Dice": 0.40585747385566984, + "FN": 789059, + "FP": 208192, + "IoU": 0.25459296593592307, + "TN": 61745659, + "TP": 340610, + "n_pred": 548802, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.1516272425886642, + "FN": 142433, + "FP": 16737, + "IoU": 0.08203282697209822, + "TN": 62910126, + "TP": 14224, + "n_pred": 30961, + "n_ref": 156657 + }, + "8": { + "Dice": 0.12600676514932543, + "FN": 103893, + "FP": 7986, + "IoU": 0.06723971186553725, + "TN": 62963576, + "TP": 8065, + "n_pred": 16051, + "n_ref": 111958 + }, + "9": { + "Dice": 0.5378353209768992, + "FN": 24985, + "FP": 5785, + "IoU": 0.36783498376956897, + "TN": 63034846, + "TP": 17904, + "n_pred": 23689, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.14271775575992152, + "FN": 286015, + "FP": 32047, + "IoU": 0.07684225496826175, + "TN": 109264281, + "TP": 26475, + "n_pred": 58522, + "n_ref": 312490 + }, + "10": { + "Dice": 0.20353809177798893, + "FN": 73362, + "FP": 40634, + "IoU": 0.11329941973522503, + "TN": 109480256, + "TP": 14566, + "n_pred": 55200, + "n_ref": 87928 + }, + "11": { + "Dice": 0.29366627649889454, + "FN": 3337, + "FP": 2094, + "IoU": 0.17210365853658535, + "TN": 109602258, + "TP": 1129, + "n_pred": 3223, + "n_ref": 4466 + }, + "12": { + "Dice": 0.0, + "FN": 4081, + "FP": 145, + "IoU": 0.0, + "TN": 109604592, + "TP": 0, + "n_pred": 145, + "n_ref": 4081 + }, + "13": { + "Dice": 0.05475504322766571, + "FN": 78024, + "FP": 17096, + "IoU": 0.028148148148148148, + "TN": 109510943, + "TP": 2755, + "n_pred": 19851, + "n_ref": 80779 + }, + "14": { + "Dice": 0.20018762826150688, + "FN": 62774, + "FP": 210042, + "IoU": 0.11122694309970745, + "TN": 109301860, + "TP": 34142, + "n_pred": 244184, + "n_ref": 96916 + }, + "15": { + "Dice": 0.3654023416253972, + "FN": 39718, + "FP": 181966, + "IoU": 0.2235426802144956, + "TN": 109323311, + "TP": 63823, + "n_pred": 245789, + "n_ref": 103541 + }, + "2": { + "Dice": 0.39300431213225806, + "FN": 146299, + "FP": 63018, + "IoU": 0.24455841113906143, + "TN": 109331739, + "TP": 67762, + "n_pred": 130780, + "n_ref": 214061 + }, + "3": { + "Dice": 0.1543266126914796, + "FN": 220707, + "FP": 53062, + "IoU": 0.0836153426454984, + "TN": 109310069, + "TP": 24980, + "n_pred": 78042, + "n_ref": 245687 + }, + "4": { + "Dice": 0.0, + "FN": 50290, + "FP": 14719, + "IoU": 0.0, + "TN": 109543809, + "TP": 0, + "n_pred": 14719, + "n_ref": 50290 + }, + "5": { + "Dice": 0.0, + "FN": 10552, + "FP": 0, + "IoU": 0.0, + "TN": 109598266, + "TP": 0, + "n_pred": 0, + "n_ref": 10552 + }, + "6": { + "Dice": 0.4063518148644435, + "FN": 768294, + "FP": 640540, + "IoU": 0.2549821338577805, + "TN": 107717811, + "TP": 482173, + "n_pred": 1122713, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.1614545977766701, + "FN": 1088002, + "FP": 54257, + "IoU": 0.08781648665375631, + "TN": 108356593, + "TP": 109966, + "n_pred": 164223, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.41157241623825563, + "FN": 60397, + "FP": 22586, + "IoU": 0.25910681761365667, + "TN": 109496814, + "TP": 29021, + "n_pred": 51607, + "n_ref": 89418 + }, + "9": { + "Dice": 0.3780939350740057, + "FN": 35442, + "FP": 29559, + "IoU": 0.23311703633789524, + "TN": 109524058, + "TP": 19759, + "n_pred": 49318, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.006438650703199352, + "FN": 58502, + "FP": 26061, + "IoU": 0.0032297228803470183, + "TN": 66982515, + "TP": 274, + "n_pred": 26335, + "n_ref": 58776 + }, + "10": { + "Dice": 0.0, + "FN": 78796, + "FP": 5773, + "IoU": 0.0, + "TN": 66982783, + "TP": 0, + "n_pred": 5773, + "n_ref": 78796 + }, + "11": { + "Dice": 0.0, + "FN": 3126, + "FP": 102, + "IoU": 0.0, + "TN": 67064124, + "TP": 0, + "n_pred": 102, + "n_ref": 3126 + }, + "12": { + "Dice": 0.0, + "FN": 3311, + "FP": 5, + "IoU": 0.0, + "TN": 67064036, + "TP": 0, + "n_pred": 5, + "n_ref": 3311 + }, + "13": { + "Dice": 0.0, + "FN": 38211, + "FP": 1910, + "IoU": 0.0, + "TN": 67027231, + "TP": 0, + "n_pred": 1910, + "n_ref": 38211 + }, + "14": { + "Dice": 0.1486262615338482, + "FN": 60359, + "FP": 112830, + "IoU": 0.08027890773528193, + "TN": 66879046, + "TP": 15117, + "n_pred": 127947, + "n_ref": 75476 + }, + "15": { + "Dice": 0.3275119708381492, + "FN": 18469, + "FP": 34478, + "IoU": 0.1958232077764277, + "TN": 67001512, + "TP": 12893, + "n_pred": 47371, + "n_ref": 31362 + }, + "2": { + "Dice": 0.011047663142732207, + "FN": 145179, + "FP": 8611, + "IoU": 0.005554513769891819, + "TN": 66912703, + "TP": 859, + "n_pred": 9470, + "n_ref": 146038 + }, + "3": { + "Dice": 0.6514655183800705, + "FN": 61729, + "FP": 43817, + "IoU": 0.4830914798689437, + "TN": 66863165, + "TP": 98641, + "n_pred": 142458, + "n_ref": 160370 + }, + "4": { + "Dice": 0.0, + "FN": 13039, + "FP": 1471, + "IoU": 0.0, + "TN": 67052842, + "TP": 0, + "n_pred": 1471, + "n_ref": 13039 + }, + "5": { + "Dice": 0.0, + "FN": 8921, + "FP": 0, + "IoU": 0.0, + "TN": 67058431, + "TP": 0, + "n_pred": 0, + "n_ref": 8921 + }, + "6": { + "Dice": 0.5272682567002704, + "FN": 667065, + "FP": 73136, + "IoU": 0.35802056898624285, + "TN": 65914354, + "TP": 412797, + "n_pred": 485933, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.0011260751105042098, + "FN": 351349, + "FP": 111686, + "IoU": 0.0005633547451305428, + "TN": 66604056, + "TP": 261, + "n_pred": 111947, + "n_ref": 351610 + }, + "8": { + "Dice": 0.6316094067433883, + "FN": 33328, + "FP": 27781, + "IoU": 0.46157099431693027, + "TN": 66953857, + "TP": 52386, + "n_pred": 80167, + "n_ref": 85714 + }, + "9": { + "Dice": 0.12464626093744917, + "FN": 71596, + "FP": 9137, + "IoU": 0.06646546640302495, + "TN": 66980871, + "TP": 5748, + "n_pred": 14885, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5566430572157499, + "FN": 102216, + "FP": 22037, + "IoU": 0.3856586272706597, + "TN": 74317026, + "TP": 78001, + "n_pred": 100038, + "n_ref": 180217 + }, + "10": { + "Dice": 0.0, + "FN": 56149, + "FP": 9597, + "IoU": 0.0, + "TN": 74453534, + "TP": 0, + "n_pred": 9597, + "n_ref": 56149 + }, + "11": { + "Dice": 0.0, + "FN": 3387, + "FP": 561, + "IoU": 0.0, + "TN": 74515332, + "TP": 0, + "n_pred": 561, + "n_ref": 3387 + }, + "12": { + "Dice": 0.0, + "FN": 2201, + "FP": 10, + "IoU": 0.0, + "TN": 74517069, + "TP": 0, + "n_pred": 10, + "n_ref": 2201 + }, + "13": { + "Dice": 0.0, + "FN": 42890, + "FP": 27690, + "IoU": 0.0, + "TN": 74448700, + "TP": 0, + "n_pred": 27690, + "n_ref": 42890 + }, + "14": { + "Dice": 0.09612638861480957, + "FN": 23644, + "FP": 132088, + "IoU": 0.05048990019083853, + "TN": 74355267, + "TP": 8281, + "n_pred": 140369, + "n_ref": 31925 + }, + "15": { + "Dice": 0.27507961413835685, + "FN": 15545, + "FP": 62534, + "IoU": 0.1594738031929209, + "TN": 74426387, + "TP": 14814, + "n_pred": 77348, + "n_ref": 30359 + }, + "2": { + "Dice": 0.0005212902569579535, + "FN": 140867, + "FP": 16353, + "IoU": 0.00026071308207375, + "TN": 74362019, + "TP": 41, + "n_pred": 16394, + "n_ref": 140908 + }, + "3": { + "Dice": 0.36039939485627837, + "FN": 96085, + "FP": 115303, + "IoU": 0.2198092594779733, + "TN": 74248336, + "TP": 59556, + "n_pred": 174859, + "n_ref": 155641 + }, + "4": { + "Dice": 0.0, + "FN": 13278, + "FP": 1976, + "IoU": 0.0, + "TN": 74504026, + "TP": 0, + "n_pred": 1976, + "n_ref": 13278 + }, + "5": { + "Dice": 0.0, + "FN": 10154, + "FP": 0, + "IoU": 0.0, + "TN": 74509126, + "TP": 0, + "n_pred": 0, + "n_ref": 10154 + }, + "6": { + "Dice": 0.4270416955943528, + "FN": 1154456, + "FP": 57046, + "IoU": 0.27148952035045415, + "TN": 72856295, + "TP": 451483, + "n_pred": 508529, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.040897762594158664, + "FN": 161349, + "FP": 112655, + "IoU": 0.020875767386348207, + "TN": 74239434, + "TP": 5842, + "n_pred": 118497, + "n_ref": 167191 + }, + "8": { + "Dice": 0.690353259610126, + "FN": 27141, + "FP": 6264, + "IoU": 0.5271293687980408, + "TN": 74448637, + "TP": 37238, + "n_pred": 43502, + "n_ref": 64379 + }, + "9": { + "Dice": 0.1391024282747807, + "FN": 84652, + "FP": 16921, + "IoU": 0.07475017990690387, + "TN": 74409501, + "TP": 8206, + "n_pred": 25127, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.11199058179525564, + "FN": 264183, + "FP": 33008, + "IoU": 0.05931674954341296, + "TN": 65735249, + "TP": 18740, + "n_pred": 51748, + "n_ref": 282923 + }, + "10": { + "Dice": 0.02078780265354236, + "FN": 82325, + "FP": 31481, + "IoU": 0.010503069191576678, + "TN": 65936166, + "TP": 1208, + "n_pred": 32689, + "n_ref": 83533 + }, + "11": { + "Dice": 0.003926701570680628, + "FN": 3628, + "FP": 938, + "IoU": 0.0019672131147540984, + "TN": 66046605, + "TP": 9, + "n_pred": 947, + "n_ref": 3637 + }, + "12": { + "Dice": 0.0, + "FN": 3026, + "FP": 11, + "IoU": 0.0, + "TN": 66048143, + "TP": 0, + "n_pred": 11, + "n_ref": 3026 + }, + "13": { + "Dice": 0.05888338116357944, + "FN": 45369, + "FP": 26777, + "IoU": 0.03033479832802441, + "TN": 65976777, + "TP": 2257, + "n_pred": 29034, + "n_ref": 47626 + }, + "14": { + "Dice": 0.2775066335405635, + "FN": 22535, + "FP": 165616, + "IoU": 0.1611075194506989, + "TN": 65826895, + "TP": 36134, + "n_pred": 201750, + "n_ref": 58669 + }, + "15": { + "Dice": 0.39489285891027864, + "FN": 4647, + "FP": 56490, + "IoU": 0.24602274128702858, + "TN": 65970094, + "TP": 19949, + "n_pred": 76439, + "n_ref": 24596 + }, + "2": { + "Dice": 0.4003582739424276, + "FN": 97239, + "FP": 42682, + "IoU": 0.2502799642074468, + "TN": 65864549, + "TP": 46710, + "n_pred": 89392, + "n_ref": 143949 + }, + "3": { + "Dice": 0.16558549567531602, + "FN": 138908, + "FP": 41686, + "IoU": 0.09026612866663644, + "TN": 65852667, + "TP": 17919, + "n_pred": 59605, + "n_ref": 156827 + }, + "4": { + "Dice": 0.4433428447066789, + "FN": 20361, + "FP": 2659, + "IoU": 0.2848044241463945, + "TN": 66018993, + "TP": 9167, + "n_pred": 11826, + "n_ref": 29528 + }, + "5": { + "Dice": 0.0, + "FN": 9979, + "FP": 0, + "IoU": 0.0, + "TN": 66041201, + "TP": 0, + "n_pred": 0, + "n_ref": 9979 + }, + "6": { + "Dice": 0.6159175579887604, + "FN": 394334, + "FP": 390323, + "IoU": 0.44500062951001484, + "TN": 64637382, + "TP": 629141, + "n_pred": 1019464, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.21729607080062013, + "FN": 856345, + "FP": 9486, + "IoU": 0.12189128393193634, + "TN": 65065162, + "TP": 120187, + "n_pred": 129673, + "n_ref": 976532 + }, + "8": { + "Dice": 0.38970921911543965, + "FN": 58970, + "FP": 10962, + "IoU": 0.24201170604812486, + "TN": 65958920, + "TP": 22328, + "n_pred": 33290, + "n_ref": 81298 + }, + "9": { + "Dice": 0.22437173532064042, + "FN": 56898, + "FP": 34274, + "IoU": 0.12636188541477017, + "TN": 65946821, + "TP": 13187, + "n_pred": 47461, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6266024235065395, + "FN": 64368, + "FP": 42035, + "IoU": 0.4562425580408931, + "TN": 113276859, + "TP": 89278, + "n_pred": 131313, + "n_ref": 153646 + }, + "10": { + "Dice": 0.2176699761216539, + "FN": 68442, + "FP": 18708, + "IoU": 0.12212663940205895, + "TN": 113373266, + "TP": 12124, + "n_pred": 30832, + "n_ref": 80566 + }, + "11": { + "Dice": 0.18136439267886856, + "FN": 2903, + "FP": 49, + "IoU": 0.09972552607502287, + "TN": 113469261, + "TP": 327, + "n_pred": 376, + "n_ref": 3230 + }, + "12": { + "Dice": 0.0, + "FN": 4083, + "FP": 205, + "IoU": 0.0, + "TN": 113468252, + "TP": 0, + "n_pred": 205, + "n_ref": 4083 + }, + "13": { + "Dice": 0.0, + "FN": 76876, + "FP": 21309, + "IoU": 0.0, + "TN": 113374355, + "TP": 0, + "n_pred": 21309, + "n_ref": 76876 + }, + "14": { + "Dice": 0.4715342150172376, + "FN": 147131, + "FP": 113920, + "IoU": 0.30850164894110166, + "TN": 113095025, + "TP": 116464, + "n_pred": 230384, + "n_ref": 263595 + }, + "15": { + "Dice": 0.24717957072455504, + "FN": 3676, + "FP": 107228, + "IoU": 0.1410181936473267, + "TN": 113343429, + "TP": 18207, + "n_pred": 125435, + "n_ref": 21883 + }, + "2": { + "Dice": 0.0003930569300849986, + "FN": 127060, + "FP": 15357, + "IoU": 0.0001965670960721682, + "TN": 113330095, + "TP": 28, + "n_pred": 15385, + "n_ref": 127088 + }, + "3": { + "Dice": 0.2964421878105632, + "FN": 87488, + "FP": 68260, + "IoU": 0.17401357658039882, + "TN": 113283980, + "TP": 32812, + "n_pred": 101072, + "n_ref": 120300 + }, + "4": { + "Dice": 0.7173876223705159, + "FN": 9914, + "FP": 6772, + "IoU": 0.5593175575744771, + "TN": 113434676, + "TP": 21178, + "n_pred": 27950, + "n_ref": 31092 + }, + "5": { + "Dice": 0.0, + "FN": 32826, + "FP": 0, + "IoU": 0.0, + "TN": 113439714, + "TP": 0, + "n_pred": 0, + "n_ref": 32826 + }, + "6": { + "Dice": 0.6022867373372017, + "FN": 605035, + "FP": 106270, + "IoU": 0.4309086515998131, + "TN": 112222644, + "TP": 538591, + "n_pred": 644861, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.029196497871013135, + "FN": 213999, + "FP": 53669, + "IoU": 0.01481451491205147, + "TN": 113200847, + "TP": 4025, + "n_pred": 57694, + "n_ref": 218024 + }, + "8": { + "Dice": 0.3664446714515038, + "FN": 159331, + "FP": 31691, + "IoU": 0.22432339146854, + "TN": 113226275, + "TP": 55243, + "n_pred": 86934, + "n_ref": 214574 + }, + "9": { + "Dice": 0.011640668573793202, + "FN": 105592, + "FP": 4276, + "IoU": 0.005854408903768719, + "TN": 113362025, + "TP": 647, + "n_pred": 4923, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.13623776873201535, + "FN": 107090, + "FP": 147757, + "IoU": 0.07309825601483934, + "TN": 74921783, + "TP": 20098, + "n_pred": 167855, + "n_ref": 127188 + }, + "10": { + "Dice": 0.022973664878341977, + "FN": 98507, + "FP": 33160, + "IoU": 0.011620313027812183, + "TN": 75063513, + "TP": 1548, + "n_pred": 34708, + "n_ref": 100055 + }, + "11": { + "Dice": 0.13171641791044778, + "FN": 3191, + "FP": 1463, + "IoU": 0.07050129818254444, + "TN": 75191721, + "TP": 353, + "n_pred": 1816, + "n_ref": 3544 + }, + "12": { + "Dice": 0.0, + "FN": 3106, + "FP": 1, + "IoU": 0.0, + "TN": 75193621, + "TP": 0, + "n_pred": 1, + "n_ref": 3106 + }, + "13": { + "Dice": 0.10633253485658128, + "FN": 50932, + "FP": 21817, + "IoU": 0.056151640567224985, + "TN": 75119651, + "TP": 4328, + "n_pred": 26145, + "n_ref": 55260 + }, + "14": { + "Dice": 0.5401620893042433, + "FN": 54709, + "FP": 78684, + "IoU": 0.3700151128742798, + "TN": 74984988, + "TP": 78347, + "n_pred": 157031, + "n_ref": 133056 + }, + "15": { + "Dice": 0.20297632468996618, + "FN": 51307, + "FP": 125433, + "IoU": 0.11295139150292353, + "TN": 74997483, + "TP": 22505, + "n_pred": 147938, + "n_ref": 73812 + }, + "2": { + "Dice": 0.005674028728267742, + "FN": 145805, + "FP": 31890, + "IoU": 0.0028450859137383417, + "TN": 75018526, + "TP": 507, + "n_pred": 32397, + "n_ref": 146312 + }, + "3": { + "Dice": 0.5027673227891771, + "FN": 62625, + "FP": 105286, + "IoU": 0.3357977223191364, + "TN": 74943927, + "TP": 84890, + "n_pred": 190176, + "n_ref": 147515 + }, + "4": { + "Dice": 0.7286940266802617, + "FN": 7811, + "FP": 4961, + "IoU": 0.5731854030209865, + "TN": 75166804, + "TP": 17152, + "n_pred": 22113, + "n_ref": 24963 + }, + "5": { + "Dice": 0.0, + "FN": 7701, + "FP": 0, + "IoU": 0.0, + "TN": 75189027, + "TP": 0, + "n_pred": 0, + "n_ref": 7701 + }, + "6": { + "Dice": 0.6570757085246096, + "FN": 526264, + "FP": 235984, + "IoU": 0.489287231376774, + "TN": 73704210, + "TP": 730270, + "n_pred": 966254, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.26410586502441347, + "FN": 117656, + "FP": 72697, + "IoU": 0.1521439929446664, + "TN": 74972217, + "TP": 34158, + "n_pred": 106855, + "n_ref": 151814 + }, + "8": { + "Dice": 0.5604445111878661, + "FN": 41821, + "FP": 25500, + "IoU": 0.3893177550594617, + "TN": 75086489, + "TP": 42918, + "n_pred": 68418, + "n_ref": 84739 + }, + "9": { + "Dice": 0.11320416419198315, + "FN": 72182, + "FP": 6953, + "IoU": 0.05999809944646378, + "TN": 75112542, + "TP": 5051, + "n_pred": 12004, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.14658876884978222, + "FN": 198298, + "FP": 6059, + "IoU": 0.07909133514789914, + "TN": 86705964, + "TP": 17551, + "n_pred": 23610, + "n_ref": 215849 + }, + "10": { + "Dice": 0.08071861029771892, + "FN": 64955, + "FP": 23262, + "IoU": 0.042056683679009665, + "TN": 86835782, + "TP": 3873, + "n_pred": 27135, + "n_ref": 68828 + }, + "11": { + "Dice": 0.3624437781109445, + "FN": 1623, + "FP": 1779, + "IoU": 0.2213321126115816, + "TN": 86923503, + "TP": 967, + "n_pred": 2746, + "n_ref": 2590 + }, + "12": { + "Dice": 0.0, + "FN": 4915, + "FP": 0, + "IoU": 0.0, + "TN": 86922957, + "TP": 0, + "n_pred": 0, + "n_ref": 4915 + }, + "13": { + "Dice": 0.0648637000323241, + "FN": 52050, + "FP": 43419, + "IoU": 0.03351893095768374, + "TN": 86829092, + "TP": 3311, + "n_pred": 46730, + "n_ref": 55361 + }, + "14": { + "Dice": 0.2868490399871153, + "FN": 41424, + "FP": 166687, + "IoU": 0.16743944152181306, + "TN": 86677907, + "TP": 41854, + "n_pred": 208541, + "n_ref": 83278 + }, + "15": { + "Dice": 0.24884104543456, + "FN": 120489, + "FP": 134066, + "IoU": 0.14210077548117916, + "TN": 86631153, + "TP": 42164, + "n_pred": 176230, + "n_ref": 162653 + }, + "2": { + "Dice": 0.4293958129121581, + "FN": 67928, + "FP": 81677, + "IoU": 0.2733953063682636, + "TN": 86721976, + "TP": 56291, + "n_pred": 137968, + "n_ref": 124219 + }, + "3": { + "Dice": 0.1678158793158541, + "FN": 150394, + "FP": 47536, + "IoU": 0.09159334884596144, + "TN": 86709985, + "TP": 19957, + "n_pred": 67493, + "n_ref": 170351 + }, + "4": { + "Dice": 0.3210814722911497, + "FN": 10311, + "FP": 15955, + "IoU": 0.19124303353142225, + "TN": 86895395, + "TP": 6211, + "n_pred": 22166, + "n_ref": 16522 + }, + "5": { + "Dice": 0.0, + "FN": 5473, + "FP": 0, + "IoU": 0.0, + "TN": 86922399, + "TP": 0, + "n_pred": 0, + "n_ref": 5473 + }, + "6": { + "Dice": 0.5852755134697566, + "FN": 552534, + "FP": 328656, + "IoU": 0.4137028227349091, + "TN": 85424897, + "TP": 621785, + "n_pred": 950441, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.07744831226049244, + "FN": 981018, + "FP": 24079, + "IoU": 0.04028412487133409, + "TN": 85880586, + "TP": 42189, + "n_pred": 66268, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.4222528472619481, + "FN": 38149, + "FP": 6289, + "IoU": 0.2676302388054782, + "TN": 86867195, + "TP": 16239, + "n_pred": 22528, + "n_ref": 54388 + }, + "9": { + "Dice": 0.19506041694330103, + "FN": 41946, + "FP": 30798, + "IoU": 0.10807033031707497, + "TN": 86846314, + "TP": 8814, + "n_pred": 39612, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3396432111000991, + "FN": 37058, + "FP": 162832, + "IoU": 0.2045603772458664, + "TN": 37498305, + "TP": 51405, + "n_pred": 214237, + "n_ref": 88463 + }, + "10": { + "Dice": 0.0, + "FN": 59244, + "FP": 36324, + "IoU": 0.0, + "TN": 37654032, + "TP": 0, + "n_pred": 36324, + "n_ref": 59244 + }, + "11": { + "Dice": 0.11967036904335364, + "FN": 2421, + "FP": 36, + "IoU": 0.06364329268292683, + "TN": 37746976, + "TP": 167, + "n_pred": 203, + "n_ref": 2588 + }, + "12": { + "Dice": 0.0, + "FN": 2917, + "FP": 0, + "IoU": 0.0, + "TN": 37746683, + "TP": 0, + "n_pred": 0, + "n_ref": 2917 + }, + "13": { + "Dice": 0.0, + "FN": 44885, + "FP": 118, + "IoU": 0.0, + "TN": 37704597, + "TP": 0, + "n_pred": 118, + "n_ref": 44885 + }, + "14": { + "Dice": 0.24444164011857147, + "FN": 52817, + "FP": 240558, + "IoU": 0.1392386865083091, + "TN": 37408768, + "TP": 47457, + "n_pred": 288015, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 142295, + "IoU": 0.0, + "TN": 37607305, + "TP": 0, + "n_pred": 142295, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 100232, + "FP": 28040, + "IoU": 0.0, + "TN": 37621328, + "TP": 0, + "n_pred": 28040, + "n_ref": 100232 + }, + "3": { + "Dice": 0.11066174000671818, + "FN": 80463, + "FP": 51915, + "IoU": 0.05857169271907491, + "TN": 37608986, + "TP": 8236, + "n_pred": 60151, + "n_ref": 88699 + }, + "4": { + "Dice": 0.0, + "FN": 11694, + "FP": 467, + "IoU": 0.0, + "TN": 37737439, + "TP": 0, + "n_pred": 467, + "n_ref": 11694 + }, + "5": { + "Dice": 0.0, + "FN": 10049, + "FP": 0, + "IoU": 0.0, + "TN": 37739551, + "TP": 0, + "n_pred": 0, + "n_ref": 10049 + }, + "6": { + "Dice": 0.41248199674879626, + "FN": 528871, + "FP": 79753, + "IoU": 0.25982823243833564, + "TN": 36927326, + "TP": 213650, + "n_pred": 293403, + "n_ref": 742521 + }, + "7": { + "Dice": 0.0027838722836572914, + "FN": 344784, + "FP": 17010, + "IoU": 0.0013938763286677578, + "TN": 37387301, + "TP": 505, + "n_pred": 17515, + "n_ref": 345289 + }, + "8": { + "Dice": 0.47396001347699235, + "FN": 45028, + "FP": 28353, + "IoU": 0.3105816477043189, + "TN": 37643161, + "TP": 33058, + "n_pred": 61411, + "n_ref": 78086 + }, + "9": { + "Dice": 0.0009750193322798641, + "FN": 54742, + "FP": 4686, + "IoU": 0.00048774744773533813, + "TN": 37690143, + "TP": 29, + "n_pred": 4715, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.03196345290710312, + "FN": 193834, + "FP": 60021, + "IoU": 0.01624129031257993, + "TN": 75648642, + "TP": 4191, + "n_pred": 64212, + "n_ref": 198025 + }, + "10": { + "Dice": 0.1518247972640181, + "FN": 103168, + "FP": 19099, + "IoU": 0.08214848735079949, + "TN": 75773478, + "TP": 10943, + "n_pred": 30042, + "n_ref": 114111 + }, + "11": { + "Dice": 0.5525836717546562, + "FN": 2369, + "FP": 826, + "IoU": 0.38177244582043346, + "TN": 75901520, + "TP": 1973, + "n_pred": 2799, + "n_ref": 4342 + }, + "12": { + "Dice": 0.0, + "FN": 4584, + "FP": 0, + "IoU": 0.0, + "TN": 75902104, + "TP": 0, + "n_pred": 0, + "n_ref": 4584 + }, + "13": { + "Dice": 0.09299561242505287, + "FN": 38841, + "FP": 13046, + "IoU": 0.04876528498359213, + "TN": 75852141, + "TP": 2660, + "n_pred": 15706, + "n_ref": 41501 + }, + "14": { + "Dice": 0.5172860888523215, + "FN": 42890, + "FP": 107891, + "IoU": 0.348877881945494, + "TN": 75675117, + "TP": 80790, + "n_pred": 188681, + "n_ref": 123680 + }, + "15": { + "Dice": 0.31566876116475745, + "FN": 124095, + "FP": 149812, + "IoU": 0.18741489434290273, + "TN": 75569607, + "TP": 63174, + "n_pred": 212986, + "n_ref": 187269 + }, + "2": { + "Dice": 0.4930446536868789, + "FN": 118122, + "FP": 35269, + "IoU": 0.3271793387197235, + "TN": 75678706, + "TP": 74591, + "n_pred": 109860, + "n_ref": 192713 + }, + "3": { + "Dice": 0.05134430908615396, + "FN": 243285, + "FP": 50526, + "IoU": 0.02634857934398632, + "TN": 75604926, + "TP": 7951, + "n_pred": 58477, + "n_ref": 251236 + }, + "4": { + "Dice": 0.6090885925422577, + "FN": 12250, + "FP": 10761, + "IoU": 0.4379061019102057, + "TN": 75865750, + "TP": 17927, + "n_pred": 28688, + "n_ref": 30177 + }, + "5": { + "Dice": 0.0, + "FN": 9629, + "FP": 295, + "IoU": 0.0, + "TN": 75896764, + "TP": 0, + "n_pred": 295, + "n_ref": 9629 + }, + "6": { + "Dice": 0.5496962928761665, + "FN": 949165, + "FP": 292366, + "IoU": 0.37902150437600096, + "TN": 73907374, + "TP": 757783, + "n_pred": 1050149, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.38004336987145865, + "FN": 203456, + "FP": 25830, + "IoU": 0.23460095338558706, + "TN": 75607124, + "TP": 70278, + "n_pred": 96108, + "n_ref": 273734 + }, + "8": { + "Dice": 0.3020057493793284, + "FN": 73257, + "FP": 12211, + "IoU": 0.17786028973239193, + "TN": 75802730, + "TP": 18490, + "n_pred": 30701, + "n_ref": 91747 + }, + "9": { + "Dice": 0.396440489432703, + "FN": 52798, + "FP": 23166, + "IoU": 0.2472253052164262, + "TN": 75805776, + "TP": 24948, + "n_pred": 48114, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3035131340809526, + "FN": 68132, + "FP": 55399, + "IoU": 0.17890685756445793, + "TN": 61237303, + "TP": 26916, + "n_pred": 82315, + "n_ref": 95048 + }, + "10": { + "Dice": 0.2587015231716539, + "FN": 66079, + "FP": 2543, + "IoU": 0.1485681671546975, + "TN": 61307154, + "TP": 11974, + "n_pred": 14517, + "n_ref": 78053 + }, + "11": { + "Dice": 0.7341538461538462, + "FN": 956, + "FP": 772, + "IoU": 0.5799708313077298, + "TN": 61383636, + "TP": 2386, + "n_pred": 3158, + "n_ref": 3342 + }, + "12": { + "Dice": 0.3978317228376149, + "FN": 2525, + "FP": 30, + "IoU": 0.24830832597822888, + "TN": 61384351, + "TP": 844, + "n_pred": 874, + "n_ref": 3369 + }, + "13": { + "Dice": 0.0, + "FN": 39455, + "FP": 1024, + "IoU": 0.0, + "TN": 61347271, + "TP": 0, + "n_pred": 1024, + "n_ref": 39455 + }, + "14": { + "Dice": 0.26711488613219775, + "FN": 20294, + "FP": 233038, + "IoU": 0.15414460196729193, + "TN": 61088252, + "TP": 46166, + "n_pred": 279204, + "n_ref": 66460 + }, + "15": { + "Dice": 0.32340624117307526, + "FN": 16397, + "FP": 93789, + "IoU": 0.1928948139466745, + "TN": 61251230, + "TP": 26334, + "n_pred": 120123, + "n_ref": 42731 + }, + "2": { + "Dice": 0.000804105455268246, + "FN": 133075, + "FP": 88111, + "IoU": 0.0004022144390464354, + "TN": 61166475, + "TP": 89, + "n_pred": 88200, + "n_ref": 133164 + }, + "3": { + "Dice": 0.48548268238761977, + "FN": 67740, + "FP": 71900, + "IoU": 0.3205527442584663, + "TN": 61182230, + "TP": 65880, + "n_pred": 137780, + "n_ref": 133620 + }, + "4": { + "Dice": 0.5769557421911862, + "FN": 9805, + "FP": 3644, + "IoU": 0.40543766578249335, + "TN": 61365130, + "TP": 9171, + "n_pred": 12815, + "n_ref": 18976 + }, + "5": { + "Dice": 0.0, + "FN": 27695, + "FP": 0, + "IoU": 0.0, + "TN": 61360055, + "TP": 0, + "n_pred": 0, + "n_ref": 27695 + }, + "6": { + "Dice": 0.5487463964080903, + "FN": 561363, + "FP": 151314, + "IoU": 0.37811888635447405, + "TN": 60241748, + "TP": 433325, + "n_pred": 584639, + "n_ref": 994688 + }, + "7": { + "Dice": 0.05191135323438398, + "FN": 174532, + "FP": 30130, + "IoU": 0.026647325993389294, + "TN": 61177485, + "TP": 5603, + "n_pred": 35733, + "n_ref": 180135 + }, + "8": { + "Dice": 0.2156171431062797, + "FN": 209222, + "FP": 60641, + "IoU": 0.12083569525075419, + "TN": 61080796, + "TP": 37091, + "n_pred": 97732, + "n_ref": 246313 + }, + "9": { + "Dice": 0.10509110988404197, + "FN": 74959, + "FP": 6075, + "IoU": 0.05545971652368519, + "TN": 61301958, + "TP": 4758, + "n_pred": 10833, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.75409396324429, + "FN": 70253, + "FP": 4919, + "IoU": 0.605257492136342, + "TN": 39558367, + "TP": 115261, + "n_pred": 120180, + "n_ref": 185514 + }, + "10": { + "Dice": 0.11360834275146409, + "FN": 47409, + "FP": 21609, + "IoU": 0.060225214798273446, + "TN": 39675359, + "TP": 4423, + "n_pred": 26032, + "n_ref": 51832 + }, + "11": { + "Dice": 0.3752665245202559, + "FN": 2327, + "FP": 17, + "IoU": 0.23097112860892388, + "TN": 39745752, + "TP": 704, + "n_pred": 721, + "n_ref": 3031 + }, + "12": { + "Dice": 0.0, + "FN": 3460, + "FP": 0, + "IoU": 0.0, + "TN": 39745340, + "TP": 0, + "n_pred": 0, + "n_ref": 3460 + }, + "13": { + "Dice": 0.020958868221116058, + "FN": 43331, + "FP": 1513, + "IoU": 0.010590415673815197, + "TN": 39703476, + "TP": 480, + "n_pred": 1993, + "n_ref": 43811 + }, + "14": { + "Dice": 0.13233818468300368, + "FN": 25354, + "FP": 79273, + "IoU": 0.07085768076301441, + "TN": 39636194, + "TP": 7979, + "n_pred": 87252, + "n_ref": 33333 + }, + "15": { + "Dice": 0.22503870575477788, + "FN": 33765, + "FP": 89870, + "IoU": 0.1267851341234303, + "TN": 39607214, + "TP": 17951, + "n_pred": 107821, + "n_ref": 51716 + }, + "2": { + "Dice": 3.2109171182018864e-05, + "FN": 117845, + "FP": 6726, + "IoU": 1.605484334486606e-05, + "TN": 39624227, + "TP": 2, + "n_pred": 6728, + "n_ref": 117847 + }, + "3": { + "Dice": 0.6142137253883319, + "FN": 39691, + "FP": 79125, + "IoU": 0.443223992502343, + "TN": 39535400, + "TP": 94584, + "n_pred": 173709, + "n_ref": 134275 + }, + "4": { + "Dice": 0.0756433007985803, + "FN": 22750, + "FP": 2252, + "IoU": 0.03930835734870317, + "TN": 39722775, + "TP": 1023, + "n_pred": 3275, + "n_ref": 23773 + }, + "5": { + "Dice": 0.0, + "FN": 6524, + "FP": 0, + "IoU": 0.0, + "TN": 39742276, + "TP": 0, + "n_pred": 0, + "n_ref": 6524 + }, + "6": { + "Dice": 0.6268097651098621, + "FN": 482846, + "FP": 47189, + "IoU": 0.4564624399328109, + "TN": 38773642, + "TP": 445123, + "n_pred": 492312, + "n_ref": 927969 + }, + "7": { + "Dice": 0.035871114684887594, + "FN": 718630, + "FP": 4377, + "IoU": 0.018263116515967667, + "TN": 39012343, + "TP": 13450, + "n_pred": 17827, + "n_ref": 732080 + }, + "8": { + "Dice": 0.284458861692716, + "FN": 35065, + "FP": 37727, + "IoU": 0.16581290610925842, + "TN": 39661539, + "TP": 14469, + "n_pred": 52196, + "n_ref": 49534 + }, + "9": { + "Dice": 0.017294743059657412, + "FN": 41263, + "FP": 330, + "IoU": 0.008722800829381063, + "TN": 39706841, + "TP": 366, + "n_pred": 696, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.42554134130807997, + "FN": 54694, + "FP": 59409, + "IoU": 0.270277875483644, + "TN": 101240243, + "TP": 42262, + "n_pred": 101671, + "n_ref": 96956 + }, + "10": { + "Dice": 0.33981965555064886, + "FN": 58536, + "FP": 34152, + "IoU": 0.20468839827359858, + "TN": 101280065, + "TP": 23855, + "n_pred": 58007, + "n_ref": 82391 + }, + "11": { + "Dice": 0.19825072886297376, + "FN": 4917, + "FP": 33, + "IoU": 0.11003236245954692, + "TN": 101391046, + "TP": 612, + "n_pred": 645, + "n_ref": 5529 + }, + "12": { + "Dice": 0.0, + "FN": 5225, + "FP": 482, + "IoU": 0.0, + "TN": 101390901, + "TP": 0, + "n_pred": 482, + "n_ref": 5225 + }, + "13": { + "Dice": 2.942647794485478e-05, + "FN": 49944, + "FP": 18020, + "IoU": 1.471345545501361e-05, + "TN": 101328643, + "TP": 1, + "n_pred": 18021, + "n_ref": 49945 + }, + "14": { + "Dice": 0.4609234680786546, + "FN": 96520, + "FP": 88366, + "IoU": 0.2994805381791177, + "TN": 101132681, + "TP": 79041, + "n_pred": 167407, + "n_ref": 175561 + }, + "15": { + "Dice": 0.2570397334174741, + "FN": 10174, + "FP": 86367, + "IoU": 0.14747308836905362, + "TN": 101283367, + "TP": 16700, + "n_pred": 103067, + "n_ref": 26874 + }, + "2": { + "Dice": 0.00014512173294698702, + "FN": 181724, + "FP": 24969, + "IoU": 7.256613193490335e-05, + "TN": 101189900, + "TP": 15, + "n_pred": 24984, + "n_ref": 181739 + }, + "3": { + "Dice": 0.037624866893159574, + "FN": 163095, + "FP": 45674, + "IoU": 0.01917312661498708, + "TN": 101183758, + "TP": 4081, + "n_pred": 49755, + "n_ref": 167176 + }, + "4": { + "Dice": 0.3134773785364689, + "FN": 3581, + "FP": 25174, + "IoU": 0.18587202718006796, + "TN": 101361288, + "TP": 6565, + "n_pred": 31739, + "n_ref": 10146 + }, + "5": { + "Dice": 0.00025701655186594015, + "FN": 38511, + "FP": 387, + "IoU": 0.00012852479243246023, + "TN": 101357705, + "TP": 5, + "n_pred": 392, + "n_ref": 38516 + }, + "6": { + "Dice": 0.5910217920782237, + "FN": 900049, + "FP": 387706, + "IoU": 0.4194683698834298, + "TN": 99178374, + "TP": 930479, + "n_pred": 1318185, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.28941691248437884, + "FN": 375562, + "FP": 44070, + "IoU": 0.16919196418848956, + "TN": 100891519, + "TP": 85457, + "n_pred": 129527, + "n_ref": 461019 + }, + "8": { + "Dice": 0.30604016394810163, + "FN": 200689, + "FP": 48877, + "IoU": 0.1806655373018687, + "TN": 101092012, + "TP": 55030, + "n_pred": 103907, + "n_ref": 255719 + }, + "9": { + "Dice": 0.2729566678229169, + "FN": 66553, + "FP": 40342, + "IoU": 0.15804853458936208, + "TN": 101269647, + "TP": 20066, + "n_pred": 60408, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.00014506126823843237, + "FN": 216977, + "FP": 31158, + "IoU": 7.2535895193691e-05, + "TN": 73635351, + "TP": 18, + "n_pred": 31176, + "n_ref": 216995 + }, + "10": { + "Dice": 0.00012369476255759537, + "FN": 75835, + "FP": 21166, + "IoU": 6.18512066139557e-05, + "TN": 73786497, + "TP": 6, + "n_pred": 21172, + "n_ref": 75841 + }, + "11": { + "Dice": 0.2542372881355932, + "FN": 5194, + "FP": 1054, + "IoU": 0.14563106796116504, + "TN": 73876191, + "TP": 1065, + "n_pred": 2119, + "n_ref": 6259 + }, + "12": { + "Dice": 0.0, + "FN": 5541, + "FP": 9, + "IoU": 0.0, + "TN": 73877954, + "TP": 0, + "n_pred": 9, + "n_ref": 5541 + }, + "13": { + "Dice": 0.004428866427562222, + "FN": 61076, + "FP": 12206, + "IoU": 0.002219347811287358, + "TN": 73810059, + "TP": 163, + "n_pred": 12369, + "n_ref": 61239 + }, + "14": { + "Dice": 0.2523898793528812, + "FN": 41500, + "FP": 311834, + "IoU": 0.14442001472240518, + "TN": 73470528, + "TP": 59642, + "n_pred": 371476, + "n_ref": 101142 + }, + "15": { + "Dice": 0.4833216089371397, + "FN": 130109, + "FP": 66731, + "IoU": 0.3186711248641427, + "TN": 73594598, + "TP": 92066, + "n_pred": 158797, + "n_ref": 222175 + }, + "2": { + "Dice": 0.06133729759107403, + "FN": 181457, + "FP": 112152, + "IoU": 0.03163897335769553, + "TN": 73580302, + "TP": 9593, + "n_pred": 121745, + "n_ref": 191050 + }, + "3": { + "Dice": 0.07008065383374557, + "FN": 179385, + "FP": 36798, + "IoU": 0.036312737095961736, + "TN": 73659175, + "TP": 8146, + "n_pred": 44944, + "n_ref": 187531 + }, + "4": { + "Dice": 0.0, + "FN": 47888, + "FP": 2884, + "IoU": 0.0, + "TN": 73832732, + "TP": 0, + "n_pred": 2884, + "n_ref": 47888 + }, + "5": { + "Dice": 0.0, + "FN": 15128, + "FP": 0, + "IoU": 0.0, + "TN": 73868376, + "TP": 0, + "n_pred": 0, + "n_ref": 15128 + }, + "6": { + "Dice": 0.14089033085410801, + "FN": 1532795, + "FP": 522551, + "IoU": 0.07578376531107793, + "TN": 71659624, + "TP": 168534, + "n_pred": 691085, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.03869482014855178, + "FN": 166634, + "FP": 129746, + "IoU": 0.019729117398997832, + "TN": 73581159, + "TP": 5965, + "n_pred": 135711, + "n_ref": 172599 + }, + "8": { + "Dice": 0.0, + "FN": 79447, + "FP": 7561, + "IoU": 0.0, + "TN": 73796496, + "TP": 0, + "n_pred": 7561, + "n_ref": 79447 + }, + "9": { + "Dice": 0.34542415156419987, + "FN": 64145, + "FP": 34531, + "IoU": 0.20876900378472, + "TN": 73758792, + "TP": 26036, + "n_pred": 60567, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0730072671091783, + "FN": 177135, + "FP": 82067, + "IoU": 0.03788663333444688, + "TN": 69226367, + "TP": 10207, + "n_pred": 92274, + "n_ref": 187342 + }, + "10": { + "Dice": 0.1278897136797455, + "FN": 61443, + "FP": 20797, + "IoU": 0.06831313016880027, + "TN": 69407506, + "TP": 6030, + "n_pred": 26827, + "n_ref": 67473 + }, + "11": { + "Dice": 0.5712907892621765, + "FN": 1684, + "FP": 983, + "IoU": 0.3998649864986499, + "TN": 69491332, + "TP": 1777, + "n_pred": 2760, + "n_ref": 3461 + }, + "12": { + "Dice": 0.0, + "FN": 3152, + "FP": 0, + "IoU": 0.0, + "TN": 69492624, + "TP": 0, + "n_pred": 0, + "n_ref": 3152 + }, + "13": { + "Dice": 0.3955287168089835, + "FN": 50767, + "FP": 31915, + "IoU": 0.24651654470396325, + "TN": 69386043, + "TP": 27051, + "n_pred": 58966, + "n_ref": 77818 + }, + "14": { + "Dice": 0.31984052746851616, + "FN": 94958, + "FP": 143544, + "IoU": 0.19036319629029905, + "TN": 69201197, + "TP": 56077, + "n_pred": 199621, + "n_ref": 151035 + }, + "15": { + "Dice": 0.37915680886394026, + "FN": 42392, + "FP": 126604, + "IoU": 0.2339256572982774, + "TN": 69275176, + "TP": 51604, + "n_pred": 178208, + "n_ref": 93996 + }, + "2": { + "Dice": 0.0016203175822461203, + "FN": 150015, + "FP": 16349, + "IoU": 0.0008108156805746581, + "TN": 69329277, + "TP": 135, + "n_pred": 16484, + "n_ref": 150150 + }, + "3": { + "Dice": 0.2789826274554332, + "FN": 130800, + "FP": 85100, + "IoU": 0.16210331859866728, + "TN": 69238107, + "TP": 41769, + "n_pred": 126869, + "n_ref": 172569 + }, + "4": { + "Dice": 0.23262097303788207, + "FN": 30920, + "FP": 9979, + "IoU": 0.13161917703511827, + "TN": 69448678, + "TP": 6199, + "n_pred": 16178, + "n_ref": 37119 + }, + "5": { + "Dice": 0.028397356464270964, + "FN": 18818, + "FP": 0, + "IoU": 0.014403184413135704, + "TN": 69476683, + "TP": 275, + "n_pred": 275, + "n_ref": 19093 + }, + "6": { + "Dice": 0.6418150379547766, + "FN": 557545, + "FP": 438216, + "IoU": 0.47255348563740474, + "TN": 67607886, + "TP": 892129, + "n_pred": 1330345, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.23951740246500983, + "FN": 267410, + "FP": 22035, + "IoU": 0.13605212729758287, + "TN": 69160750, + "TP": 45581, + "n_pred": 67616, + "n_ref": 312991 + }, + "8": { + "Dice": 0.35550600659254805, + "FN": 48187, + "FP": 98650, + "IoU": 0.21617957135612673, + "TN": 69308441, + "TP": 40498, + "n_pred": 139148, + "n_ref": 88685 + }, + "9": { + "Dice": 0.18697120235969883, + "FN": 70734, + "FP": 13060, + "IoU": 0.10312643825792848, + "TN": 69402347, + "TP": 9635, + "n_pred": 22695, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.24495020906134485, + "FN": 153904, + "FP": 145138, + "IoU": 0.1395688090024716, + "TN": 50486003, + "TP": 48507, + "n_pred": 193645, + "n_ref": 202411 + }, + "10": { + "Dice": 0.34389353433046754, + "FN": 52480, + "FP": 36656, + "IoU": 0.20765182762053763, + "TN": 50721056, + "TP": 23360, + "n_pred": 60016, + "n_ref": 75840 + }, + "11": { + "Dice": 0.0096411355115158, + "FN": 6693, + "FP": 703, + "IoU": 0.004843918191603875, + "TN": 50826120, + "TP": 36, + "n_pred": 739, + "n_ref": 6729 + }, + "12": { + "Dice": 0.0, + "FN": 6299, + "FP": 235, + "IoU": 0.0, + "TN": 50827018, + "TP": 0, + "n_pred": 235, + "n_ref": 6299 + }, + "13": { + "Dice": 0.23033098893342407, + "FN": 39126, + "FP": 21938, + "IoU": 0.13015484109912964, + "TN": 50763351, + "TP": 9137, + "n_pred": 31075, + "n_ref": 48263 + }, + "14": { + "Dice": 0.03326334094924473, + "FN": 47141, + "FP": 161881, + "IoU": 0.016912961273269432, + "TN": 50620934, + "TP": 3596, + "n_pred": 165477, + "n_ref": 50737 + }, + "15": { + "Dice": 0.22722209444436928, + "FN": 9564, + "FP": 161791, + "IoU": 0.12817290520842342, + "TN": 50637005, + "TP": 25192, + "n_pred": 186983, + "n_ref": 34756 + }, + "2": { + "Dice": 0.0, + "FN": 212070, + "FP": 78349, + "IoU": 0.0, + "TN": 50543133, + "TP": 0, + "n_pred": 78349, + "n_ref": 212070 + }, + "3": { + "Dice": 0.2282904127181926, + "FN": 167228, + "FP": 75531, + "IoU": 0.1288531790745911, + "TN": 50554886, + "TP": 35907, + "n_pred": 111438, + "n_ref": 203135 + }, + "4": { + "Dice": 0.40375255695845386, + "FN": 12241, + "FP": 4665, + "IoU": 0.2529385771100309, + "TN": 50810922, + "TP": 5724, + "n_pred": 10389, + "n_ref": 17965 + }, + "5": { + "Dice": 0.0, + "FN": 12844, + "FP": 0, + "IoU": 0.0, + "TN": 50820708, + "TP": 0, + "n_pred": 0, + "n_ref": 12844 + }, + "6": { + "Dice": 0.49102461210729825, + "FN": 1336142, + "FP": 447208, + "IoU": 0.3254026646471807, + "TN": 48189975, + "TP": 860227, + "n_pred": 1307435, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.3026454541286507, + "FN": 175555, + "FP": 67805, + "IoU": 0.17830420572107722, + "TN": 50537384, + "TP": 52808, + "n_pred": 120613, + "n_ref": 228363 + }, + "8": { + "Dice": 0.3641270087994266, + "FN": 60757, + "FP": 86515, + "IoU": 0.22258880167230613, + "TN": 50644113, + "TP": 42167, + "n_pred": 128682, + "n_ref": 102924 + }, + "9": { + "Dice": 0.3764487481812252, + "FN": 85106, + "FP": 14318, + "IoU": 0.23186748663432122, + "TN": 50704116, + "TP": 30012, + "n_pred": 44330, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.02440140428385468, + "FN": 208860, + "FP": 38464, + "IoU": 0.012351397868355584, + "TN": 76634443, + "TP": 3093, + "n_pred": 41557, + "n_ref": 211953 + }, + "10": { + "Dice": 0.019386030237478872, + "FN": 64139, + "FP": 18818, + "IoU": 0.009787889277486661, + "TN": 76801083, + "TP": 820, + "n_pred": 19638, + "n_ref": 64959 + }, + "11": { + "Dice": 0.7012830793905372, + "FN": 1125, + "FP": 365, + "IoU": 0.5399814757641247, + "TN": 76881621, + "TP": 1749, + "n_pred": 2114, + "n_ref": 2874 + }, + "12": { + "Dice": 0.0, + "FN": 2609, + "FP": 0, + "IoU": 0.0, + "TN": 76882251, + "TP": 0, + "n_pred": 0, + "n_ref": 2609 + }, + "13": { + "Dice": 0.016598542740358983, + "FN": 42316, + "FP": 13020, + "IoU": 0.008368725695751124, + "TN": 76829057, + "TP": 467, + "n_pred": 13487, + "n_ref": 42783 + }, + "14": { + "Dice": 0.11224772188649434, + "FN": 70355, + "FP": 106076, + "IoU": 0.059461044326571955, + "TN": 76697275, + "TP": 11154, + "n_pred": 117230, + "n_ref": 81509 + }, + "15": { + "Dice": 0.06819457699432999, + "FN": 35156, + "FP": 97630, + "IoU": 0.03530095535616986, + "TN": 76747215, + "TP": 4859, + "n_pred": 102489, + "n_ref": 40015 + }, + "2": { + "Dice": 0.5657022465406669, + "FN": 30595, + "FP": 81955, + "IoU": 0.39441060628887503, + "TN": 76699008, + "TP": 73302, + "n_pred": 155257, + "n_ref": 103897 + }, + "3": { + "Dice": 0.20821364915226773, + "FN": 83275, + "FP": 24229, + "IoU": 0.11620450677825368, + "TN": 76763221, + "TP": 14135, + "n_pred": 38364, + "n_ref": 97410 + }, + "4": { + "Dice": 0.6020103777605094, + "FN": 12874, + "FP": 3003, + "IoU": 0.43062578447193833, + "TN": 76856975, + "TP": 12008, + "n_pred": 15011, + "n_ref": 24882 + }, + "5": { + "Dice": 0.014549702633814783, + "FN": 15618, + "FP": 2940, + "IoU": 0.007328162610323616, + "TN": 76866165, + "TP": 137, + "n_pred": 3077, + "n_ref": 15755 + }, + "6": { + "Dice": 0.6022948461291804, + "FN": 436062, + "FP": 481754, + "IoU": 0.43091695302201516, + "TN": 75272062, + "TP": 694982, + "n_pred": 1176736, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.301664164118228, + "FN": 120071, + "FP": 70148, + "IoU": 0.17762338740359007, + "TN": 76653556, + "TP": 41085, + "n_pred": 111233, + "n_ref": 161156 + }, + "8": { + "Dice": 0.4293713450292398, + "FN": 47937, + "FP": 30125, + "IoU": 0.27337546890562314, + "TN": 76777429, + "TP": 29369, + "n_pred": 59494, + "n_ref": 77306 + }, + "9": { + "Dice": 0.17424157186931882, + "FN": 77055, + "FP": 62390, + "IoU": 0.09543517323248377, + "TN": 76730703, + "TP": 14712, + "n_pred": 77102, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 124573, + "FP": 2078, + "IoU": 0.0, + "TN": 130873281, + "TP": 0, + "n_pred": 2078, + "n_ref": 124573 + }, + "10": { + "Dice": 0.014443543482667747, + "FN": 56993, + "FP": 20795, + "IoU": 0.00727430511243268, + "TN": 130921574, + "TP": 570, + "n_pred": 21365, + "n_ref": 57563 + }, + "11": { + "Dice": 0.3330949656750572, + "FN": 3239, + "FP": 6087, + "IoU": 0.19982839982839984, + "TN": 130988277, + "TP": 2329, + "n_pred": 8416, + "n_ref": 5568 + }, + "12": { + "Dice": 0.0, + "FN": 7302, + "FP": 0, + "IoU": 0.0, + "TN": 130992630, + "TP": 0, + "n_pred": 0, + "n_ref": 7302 + }, + "13": { + "Dice": 0.00818734573475408, + "FN": 78077, + "FP": 4298, + "IoU": 0.004110499909327208, + "TN": 130917217, + "TP": 340, + "n_pred": 4638, + "n_ref": 78417 + }, + "14": { + "Dice": 0.0732434491668599, + "FN": 906327, + "FP": 100809, + "IoU": 0.03801385760706979, + "TN": 129952998, + "TP": 39798, + "n_pred": 140607, + "n_ref": 946125 + }, + "15": { + "Dice": 0.08945033888080622, + "FN": 19008, + "FP": 109293, + "IoU": 0.046819164505991696, + "TN": 130865329, + "TP": 6302, + "n_pred": 115595, + "n_ref": 25310 + }, + "2": { + "Dice": 0.32334916984660483, + "FN": 167674, + "FP": 46532, + "IoU": 0.19285420913609183, + "TN": 130734545, + "TP": 51181, + "n_pred": 97713, + "n_ref": 218855 + }, + "3": { + "Dice": 0.011869014409836356, + "FN": 281037, + "FP": 52641, + "IoU": 0.0059699358321268345, + "TN": 130664250, + "TP": 2004, + "n_pred": 54645, + "n_ref": 283041 + }, + "4": { + "Dice": 0.0, + "FN": 2280, + "FP": 1187, + "IoU": 0.0, + "TN": 130996465, + "TP": 0, + "n_pred": 1187, + "n_ref": 2280 + }, + "5": { + "Dice": 0.01101113439336045, + "FN": 23585, + "FP": 486, + "IoU": 0.005536046271431522, + "TN": 130975727, + "TP": 134, + "n_pred": 620, + "n_ref": 23719 + }, + "6": { + "Dice": 0.4429202123102038, + "FN": 981918, + "FP": 253412, + "IoU": 0.28445569444283547, + "TN": 129273512, + "TP": 491090, + "n_pred": 744502, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.12543178933500426, + "FN": 188453, + "FP": 29283, + "IoU": 0.0669123634026141, + "TN": 130766582, + "TP": 15614, + "n_pred": 44897, + "n_ref": 204067 + }, + "8": { + "Dice": 0.11666604990810298, + "FN": 116565, + "FP": 26657, + "IoU": 0.061946554886036155, + "TN": 130847252, + "TP": 9458, + "n_pred": 36115, + "n_ref": 126023 + }, + "9": { + "Dice": 0.20340439712704664, + "FN": 45622, + "FP": 45213, + "IoU": 0.11321657294595439, + "TN": 130897500, + "TP": 11597, + "n_pred": 56810, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 57417, + "FP": 172, + "IoU": 0.0, + "TN": 74369109, + "TP": 0, + "n_pred": 172, + "n_ref": 57417 + }, + "10": { + "Dice": 0.006253737293203109, + "FN": 78524, + "FP": 1246, + "IoU": 0.0031366766223866237, + "TN": 74346677, + "TP": 251, + "n_pred": 1497, + "n_ref": 78775 + }, + "11": { + "Dice": 0.29002764193068253, + "FN": 1706, + "FP": 1633, + "IoU": 0.1696095498632181, + "TN": 74422677, + "TP": 682, + "n_pred": 2315, + "n_ref": 2388 + }, + "12": { + "Dice": 0.0, + "FN": 2457, + "FP": 0, + "IoU": 0.0, + "TN": 74424241, + "TP": 0, + "n_pred": 0, + "n_ref": 2457 + }, + "13": { + "Dice": 0.0, + "FN": 103327, + "FP": 733, + "IoU": 0.0, + "TN": 74322638, + "TP": 0, + "n_pred": 733, + "n_ref": 103327 + }, + "14": { + "Dice": 0.32037448386552236, + "FN": 111112, + "FP": 142529, + "IoU": 0.1907416151921997, + "TN": 74113274, + "TP": 59783, + "n_pred": 202312, + "n_ref": 170895 + }, + "15": { + "Dice": 0.06565854349005638, + "FN": 15260, + "FP": 182769, + "IoU": 0.03394361593662037, + "TN": 74221711, + "TP": 6958, + "n_pred": 189727, + "n_ref": 22218 + }, + "2": { + "Dice": 0.41365863014136506, + "FN": 66989, + "FP": 79757, + "IoU": 0.26076268198075664, + "TN": 74228188, + "TP": 51764, + "n_pred": 131521, + "n_ref": 118753 + }, + "3": { + "Dice": 0.061319496641854376, + "FN": 126135, + "FP": 28721, + "IoU": 0.031629500856710485, + "TN": 74266784, + "TP": 5058, + "n_pred": 33779, + "n_ref": 131193 + }, + "4": { + "Dice": 0.002608497179562425, + "FN": 30420, + "FP": 169, + "IoU": 0.0013059518756733815, + "TN": 74396069, + "TP": 40, + "n_pred": 209, + "n_ref": 30460 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 74426698, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.5134326026404469, + "FN": 532647, + "FP": 140066, + "IoU": 0.3453813150701461, + "TN": 73399057, + "TP": 354928, + "n_pred": 494994, + "n_ref": 887575 + }, + "7": { + "Dice": 0.05306491225837649, + "FN": 146343, + "FP": 2483, + "IoU": 0.027255614525869956, + "TN": 74273702, + "TP": 4170, + "n_pred": 6653, + "n_ref": 150513 + }, + "8": { + "Dice": 0.12445600680894799, + "FN": 39357, + "FP": 15164, + "IoU": 0.06635728474553051, + "TN": 74368302, + "TP": 3875, + "n_pred": 19039, + "n_ref": 43232 + }, + "9": { + "Dice": 0.1887095238742843, + "FN": 26834, + "FP": 32821, + "IoU": 0.10418512456264171, + "TN": 74360105, + "TP": 6938, + "n_pred": 39759, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3993484182716658, + "FN": 67467, + "FP": 151930, + "IoU": 0.24949115899442756, + "TN": 106354357, + "TP": 72934, + "n_pred": 224864, + "n_ref": 140401 + }, + "10": { + "Dice": 0.2579510394740636, + "FN": 76978, + "FP": 51697, + "IoU": 0.14807335805084745, + "TN": 106495648, + "TP": 22365, + "n_pred": 74062, + "n_ref": 99343 + }, + "11": { + "Dice": 0.30056613484302624, + "FN": 3775, + "FP": 302, + "IoU": 0.17686250757116898, + "TN": 106641735, + "TP": 876, + "n_pred": 1178, + "n_ref": 4651 + }, + "12": { + "Dice": 0.0, + "FN": 5470, + "FP": 0, + "IoU": 0.0, + "TN": 106641218, + "TP": 0, + "n_pred": 0, + "n_ref": 5470 + }, + "13": { + "Dice": 0.19242774161942752, + "FN": 34069, + "FP": 23628, + "IoU": 0.10645645878180607, + "TN": 106582117, + "TP": 6874, + "n_pred": 30502, + "n_ref": 40943 + }, + "14": { + "Dice": 0.17340442204933038, + "FN": 40935, + "FP": 238594, + "IoU": 0.09493312265864548, + "TN": 106337839, + "TP": 29320, + "n_pred": 267914, + "n_ref": 70255 + }, + "15": { + "Dice": 0.12258238541798189, + "FN": 5202, + "FP": 300564, + "IoU": 0.06529308368360719, + "TN": 106319563, + "TP": 21359, + "n_pred": 321923, + "n_ref": 26561 + }, + "2": { + "Dice": 0.39138957299691973, + "FN": 132163, + "FP": 37363, + "IoU": 0.2433091110357264, + "TN": 106422652, + "TP": 54510, + "n_pred": 91873, + "n_ref": 186673 + }, + "3": { + "Dice": 0.17904620814361344, + "FN": 129946, + "FP": 58467, + "IoU": 0.09832550883187612, + "TN": 106437729, + "TP": 20546, + "n_pred": 79013, + "n_ref": 150492 + }, + "4": { + "Dice": 0.7911435523114355, + "FN": 1954, + "FP": 2338, + "IoU": 0.654456162949843, + "TN": 106634267, + "TP": 8129, + "n_pred": 10467, + "n_ref": 10083 + }, + "5": { + "Dice": 0.0, + "FN": 4442, + "FP": 0, + "IoU": 0.0, + "TN": 106642246, + "TP": 0, + "n_pred": 0, + "n_ref": 4442 + }, + "6": { + "Dice": 0.6666648179935056, + "FN": 551363, + "FP": 169879, + "IoU": 0.4999979202455774, + "TN": 105204210, + "TP": 721236, + "n_pred": 891115, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.3660711192446663, + "FN": 247026, + "FP": 64041, + "IoU": 0.22404348411752087, + "TN": 106245806, + "TP": 89815, + "n_pred": 153856, + "n_ref": 336841 + }, + "8": { + "Dice": 0.4438577537987509, + "FN": 36314, + "FP": 50685, + "IoU": 0.28522955075750106, + "TN": 106524972, + "TP": 34717, + "n_pred": 85402, + "n_ref": 71031 + }, + "9": { + "Dice": 0.3111143994834266, + "FN": 61957, + "FP": 40461, + "IoU": 0.18421283205225217, + "TN": 106521143, + "TP": 23127, + "n_pred": 63588, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.07278256174155227, + "FN": 147061, + "FP": 48695, + "IoU": 0.037765620161326, + "TN": 107923489, + "TP": 7683, + "n_pred": 56378, + "n_ref": 154744 + }, + "10": { + "Dice": 0.396704021094265, + "FN": 60078, + "FP": 3986, + "IoU": 0.2474303100074007, + "TN": 108041801, + "TP": 21063, + "n_pred": 25049, + "n_ref": 81141 + }, + "11": { + "Dice": 0.38867071284065213, + "FN": 1404, + "FP": 3733, + "IoU": 0.24121122599704578, + "TN": 108120158, + "TP": 1633, + "n_pred": 5366, + "n_ref": 3037 + }, + "12": { + "Dice": 0.001437125748502994, + "FN": 3971, + "FP": 198, + "IoU": 0.0007190795781399808, + "TN": 108122756, + "TP": 3, + "n_pred": 201, + "n_ref": 3974 + }, + "13": { + "Dice": 0.011446740858505564, + "FN": 76900, + "FP": 13261, + "IoU": 0.005756315957787016, + "TN": 108036245, + "TP": 522, + "n_pred": 13783, + "n_ref": 77422 + }, + "14": { + "Dice": 0.17893766070370665, + "FN": 25244, + "FP": 109191, + "IoU": 0.09826004131898795, + "TN": 107977844, + "TP": 14649, + "n_pred": 123840, + "n_ref": 39893 + }, + "15": { + "Dice": 0.06749223839258485, + "FN": 20481, + "FP": 166042, + "IoU": 0.0349246920159567, + "TN": 107933655, + "TP": 6750, + "n_pred": 172792, + "n_ref": 27231 + }, + "2": { + "Dice": 0.30112301177380285, + "FN": 140551, + "FP": 90829, + "IoU": 0.17724827274763802, + "TN": 107845701, + "TP": 49847, + "n_pred": 140676, + "n_ref": 190398 + }, + "3": { + "Dice": 0.13644259701585135, + "FN": 182642, + "FP": 40066, + "IoU": 0.07321620294462801, + "TN": 107886626, + "TP": 17594, + "n_pred": 57660, + "n_ref": 200236 + }, + "4": { + "Dice": 0.5198843630703087, + "FN": 19282, + "FP": 6626, + "IoU": 0.35124577438337296, + "TN": 108086993, + "TP": 14027, + "n_pred": 20653, + "n_ref": 33309 + }, + "5": { + "Dice": 0.0, + "FN": 3877, + "FP": 0, + "IoU": 0.0, + "TN": 108123051, + "TP": 0, + "n_pred": 0, + "n_ref": 3877 + }, + "6": { + "Dice": 0.5858243300597467, + "FN": 755425, + "FP": 268252, + "IoU": 0.4142514558212537, + "TN": 106379289, + "TP": 723962, + "n_pred": 992214, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.3234515604115989, + "FN": 188503, + "FP": 95464, + "IoU": 0.19292705941201882, + "TN": 107775080, + "TP": 67881, + "n_pred": 163345, + "n_ref": 256384 + }, + "8": { + "Dice": 0.004938695018434365, + "FN": 43027, + "FP": 15000, + "IoU": 0.0024754602808959793, + "TN": 108068757, + "TP": 144, + "n_pred": 15144, + "n_ref": 43171 + }, + "9": { + "Dice": 0.3648077971378094, + "FN": 33965, + "FP": 62750, + "IoU": 0.22309780862412443, + "TN": 108002440, + "TP": 27773, + "n_pred": 90523, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.011416247304097772, + "FN": 123302, + "FP": 82966, + "IoU": 0.00574089338134282, + "TN": 62362701, + "TP": 1191, + "n_pred": 84157, + "n_ref": 124493 + }, + "10": { + "Dice": 0.21439284170924527, + "FN": 50712, + "FP": 11098, + "IoU": 0.12006719435111896, + "TN": 62499916, + "TP": 8434, + "n_pred": 19532, + "n_ref": 59146 + }, + "11": { + "Dice": 0.31614654002713705, + "FN": 1353, + "FP": 1671, + "IoU": 0.18775181305398872, + "TN": 62566437, + "TP": 699, + "n_pred": 2370, + "n_ref": 2052 + }, + "12": { + "Dice": 0.0, + "FN": 4267, + "FP": 0, + "IoU": 0.0, + "TN": 62565893, + "TP": 0, + "n_pred": 0, + "n_ref": 4267 + }, + "13": { + "Dice": 0.05738194859533772, + "FN": 40269, + "FP": 7041, + "IoU": 0.029538461538461538, + "TN": 62521410, + "TP": 1440, + "n_pred": 8481, + "n_ref": 41709 + }, + "14": { + "Dice": 0.508319137592489, + "FN": 198075, + "FP": 104411, + "IoU": 0.3407693632082154, + "TN": 62111313, + "TP": 156361, + "n_pred": 260772, + "n_ref": 354436 + }, + "15": { + "Dice": 0.20174438314790274, + "FN": 71701, + "FP": 83705, + "IoU": 0.11218893535339686, + "TN": 62395116, + "TP": 19638, + "n_pred": 103343, + "n_ref": 91339 + }, + "2": { + "Dice": 0.3496886117563532, + "FN": 121699, + "FP": 46837, + "IoU": 0.211892503588981, + "TN": 62356311, + "TP": 45313, + "n_pred": 92150, + "n_ref": 167012 + }, + "3": { + "Dice": 0.00343615581103627, + "FN": 199753, + "FP": 40966, + "IoU": 0.0017210347773437176, + "TN": 62329026, + "TP": 415, + "n_pred": 41381, + "n_ref": 200168 + }, + "4": { + "Dice": 0.7860481994578095, + "FN": 5068, + "FP": 4955, + "IoU": 0.6475118691753121, + "TN": 62541725, + "TP": 18412, + "n_pred": 23367, + "n_ref": 23480 + }, + "5": { + "Dice": 0.002657967862752205, + "FN": 8164, + "FP": 91, + "IoU": 0.0013307524800387127, + "TN": 62561894, + "TP": 11, + "n_pred": 102, + "n_ref": 8175 + }, + "6": { + "Dice": 0.5120264754002805, + "FN": 879986, + "FP": 220873, + "IoU": 0.34410993672620677, + "TN": 60891740, + "TP": 577561, + "n_pred": 798434, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.09226357926674252, + "FN": 176328, + "FP": 41477, + "IoU": 0.048362854671129094, + "TN": 62341286, + "TP": 11069, + "n_pred": 52546, + "n_ref": 187397 + }, + "8": { + "Dice": 0.29735892497398775, + "FN": 56692, + "FP": 6786, + "IoU": 0.17464568976726044, + "TN": 62493250, + "TP": 13432, + "n_pred": 20218, + "n_ref": 70124 + }, + "9": { + "Dice": 0.46553465046615733, + "FN": 21933, + "FP": 41585, + "IoU": 0.303385573748917, + "TN": 62478979, + "TP": 27663, + "n_pred": 69248, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.06458318664480589, + "FN": 271077, + "FP": 7912, + "IoU": 0.03336913588801885, + "TN": 55092628, + "TP": 9631, + "n_pred": 17543, + "n_ref": 280708 + }, + "10": { + "Dice": 0.1360527177787626, + "FN": 69508, + "FP": 20168, + "IoU": 0.07299171981764992, + "TN": 55284511, + "TP": 7061, + "n_pred": 27229, + "n_ref": 76569 + }, + "11": { + "Dice": 0.4593575629618459, + "FN": 2804, + "FP": 781, + "IoU": 0.29815974941268597, + "TN": 55376140, + "TP": 1523, + "n_pred": 2304, + "n_ref": 4327 + }, + "12": { + "Dice": 0.0, + "FN": 4728, + "FP": 0, + "IoU": 0.0, + "TN": 55376520, + "TP": 0, + "n_pred": 0, + "n_ref": 4728 + }, + "13": { + "Dice": 0.2660434870961187, + "FN": 45052, + "FP": 9125, + "IoU": 0.15343146446652917, + "TN": 55317252, + "TP": 9819, + "n_pred": 18944, + "n_ref": 54871 + }, + "14": { + "Dice": 0.34286461205920893, + "FN": 41413, + "FP": 164710, + "IoU": 0.20690199156585712, + "TN": 55121352, + "TP": 53773, + "n_pred": 218483, + "n_ref": 95186 + }, + "15": { + "Dice": 0.5325216632626757, + "FN": 20720, + "FP": 97157, + "IoU": 0.36288212911315776, + "TN": 55196232, + "TP": 67139, + "n_pred": 164296, + "n_ref": 87859 + }, + "2": { + "Dice": 0.470792691852187, + "FN": 106919, + "FP": 91928, + "IoU": 0.3078671474715972, + "TN": 55093952, + "TP": 88449, + "n_pred": 180377, + "n_ref": 195368 + }, + "3": { + "Dice": 0.020954884243364058, + "FN": 181585, + "FP": 33708, + "IoU": 0.010588381273638883, + "TN": 55163651, + "TP": 2304, + "n_pred": 36012, + "n_ref": 183889 + }, + "4": { + "Dice": 0.0949016459253312, + "FN": 6818, + "FP": 4455, + "IoU": 0.049814565070802425, + "TN": 55369384, + "TP": 591, + "n_pred": 5046, + "n_ref": 7409 + }, + "5": { + "Dice": 0.0, + "FN": 5640, + "FP": 0, + "IoU": 0.0, + "TN": 55375608, + "TP": 0, + "n_pred": 0, + "n_ref": 5640 + }, + "6": { + "Dice": 0.5408129062009739, + "FN": 852622, + "FP": 244685, + "IoU": 0.3706261578787375, + "TN": 53637758, + "TP": 646183, + "n_pred": 890868, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.13585849892312407, + "FN": 159073, + "FP": 46756, + "IoU": 0.0728799282911954, + "TN": 55159239, + "TP": 16180, + "n_pred": 62936, + "n_ref": 175253 + }, + "8": { + "Dice": 0.060437961203280426, + "FN": 45287, + "FP": 9590, + "IoU": 0.03116062285936231, + "TN": 55324606, + "TP": 1765, + "n_pred": 11355, + "n_ref": 47052 + }, + "9": { + "Dice": 0.5652160474748099, + "FN": 14342, + "FP": 41926, + "IoU": 0.3939380883651796, + "TN": 55288406, + "TP": 36574, + "n_pred": 78500, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.23205273244791585, + "FN": 243818, + "FP": 53502, + "IoU": 0.13125546033350768, + "TN": 110804374, + "TP": 44921, + "n_pred": 98423, + "n_ref": 288739 + }, + "10": { + "Dice": 0.23104493580599145, + "FN": 69317, + "FP": 16929, + "IoU": 0.13061096942632783, + "TN": 111047412, + "TP": 12957, + "n_pred": 29886, + "n_ref": 82274 + }, + "11": { + "Dice": 0.7734463276836158, + "FN": 896, + "FP": 708, + "IoU": 0.630584983878397, + "TN": 111142273, + "TP": 2738, + "n_pred": 3446, + "n_ref": 3634 + }, + "12": { + "Dice": 0.0, + "FN": 3104, + "FP": 0, + "IoU": 0.0, + "TN": 111143511, + "TP": 0, + "n_pred": 0, + "n_ref": 3104 + }, + "13": { + "Dice": 0.14843277035792388, + "FN": 56587, + "FP": 12338, + "IoU": 0.08016601718891796, + "TN": 111071683, + "TP": 6007, + "n_pred": 18345, + "n_ref": 62594 + }, + "14": { + "Dice": 0.0, + "FN": 41116, + "FP": 73582, + "IoU": 0.0, + "TN": 111031917, + "TP": 0, + "n_pred": 73582, + "n_ref": 41116 + }, + "15": { + "Dice": 0.16181992536365003, + "FN": 11358, + "FP": 133736, + "IoU": 0.08803268384663733, + "TN": 110987515, + "TP": 14006, + "n_pred": 147742, + "n_ref": 25364 + }, + "2": { + "Dice": 0.34654521655714043, + "FN": 97906, + "FP": 120755, + "IoU": 0.2095885657275468, + "TN": 110869973, + "TP": 57981, + "n_pred": 178736, + "n_ref": 155887 + }, + "3": { + "Dice": 0.16718136537829453, + "FN": 221418, + "FP": 9157, + "IoU": 0.09121544391805075, + "TN": 110892897, + "TP": 23143, + "n_pred": 32300, + "n_ref": 244561 + }, + "4": { + "Dice": 0.5379912663755458, + "FN": 10214, + "FP": 4598, + "IoU": 0.36798088410991636, + "TN": 111123179, + "TP": 8624, + "n_pred": 13222, + "n_ref": 18838 + }, + "5": { + "Dice": 0.0008385744234800838, + "FN": 4765, + "FP": 1, + "IoU": 0.00041946308724832214, + "TN": 111141847, + "TP": 2, + "n_pred": 3, + "n_ref": 4767 + }, + "6": { + "Dice": 0.6223248027052813, + "FN": 705390, + "FP": 385552, + "IoU": 0.451720989045396, + "TN": 109156858, + "TP": 898815, + "n_pred": 1284367, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.03698664567308591, + "FN": 369797, + "FP": 93814, + "IoU": 0.01884176976766826, + "TN": 110674101, + "TP": 8903, + "n_pred": 102717, + "n_ref": 378700 + }, + "8": { + "Dice": 0.44024810075098414, + "FN": 35087, + "FP": 80518, + "IoU": 0.28225521056454766, + "TN": 110985548, + "TP": 45462, + "n_pred": 125980, + "n_ref": 80549 + }, + "9": { + "Dice": 0.2905648526178833, + "FN": 39663, + "FP": 39400, + "IoU": 0.16997711382199174, + "TN": 111051361, + "TP": 16191, + "n_pred": 55591, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.2615960207182458, + "FN": 162721, + "FP": 60102, + "IoU": 0.15048056943951993, + "TN": 96858732, + "TP": 39470, + "n_pred": 99572, + "n_ref": 202191 + }, + "10": { + "Dice": 0.2194180500049292, + "FN": 59934, + "FP": 42999, + "IoU": 0.12322827938671209, + "TN": 97003625, + "TP": 14467, + "n_pred": 57466, + "n_ref": 74401 + }, + "11": { + "Dice": 0.5369700953006901, + "FN": 2278, + "FP": 540, + "IoU": 0.367026055705301, + "TN": 97116573, + "TP": 1634, + "n_pred": 2174, + "n_ref": 3912 + }, + "12": { + "Dice": 0.0, + "FN": 5283, + "FP": 217, + "IoU": 0.0, + "TN": 97115525, + "TP": 0, + "n_pred": 217, + "n_ref": 5283 + }, + "13": { + "Dice": 0.1964962848333786, + "FN": 43054, + "FP": 24965, + "IoU": 0.10895252567595892, + "TN": 97044689, + "TP": 8317, + "n_pred": 33282, + "n_ref": 51371 + }, + "14": { + "Dice": 0.4533383005108368, + "FN": 44474, + "FP": 169766, + "IoU": 0.29310760113899953, + "TN": 96817952, + "TP": 88833, + "n_pred": 258599, + "n_ref": 133307 + }, + "15": { + "Dice": 0.2705937942983147, + "FN": 25549, + "FP": 206001, + "IoU": 0.1564663023679417, + "TN": 96846525, + "TP": 42950, + "n_pred": 248951, + "n_ref": 68499 + }, + "2": { + "Dice": 0.42682835687524573, + "FN": 101716, + "FP": 74677, + "IoU": 0.2713170929190196, + "TN": 96878954, + "TP": 65678, + "n_pred": 140355, + "n_ref": 167394 + }, + "3": { + "Dice": 0.10958617501257031, + "FN": 203607, + "FP": 60252, + "IoU": 0.057969410487832745, + "TN": 96840929, + "TP": 16237, + "n_pred": 76489, + "n_ref": 219844 + }, + "4": { + "Dice": 0.7121062384187771, + "FN": 5704, + "FP": 3618, + "IoU": 0.5529231211932282, + "TN": 97100174, + "TP": 11529, + "n_pred": 15147, + "n_ref": 17233 + }, + "5": { + "Dice": 0.0, + "FN": 12458, + "FP": 360, + "IoU": 0.0, + "TN": 97108207, + "TP": 0, + "n_pred": 360, + "n_ref": 12458 + }, + "6": { + "Dice": 0.642055312181955, + "FN": 680809, + "FP": 330340, + "IoU": 0.47281403870257327, + "TN": 95203013, + "TP": 906863, + "n_pred": 1237203, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.13728490158467702, + "FN": 299532, + "FP": 42739, + "IoU": 0.07370150255477613, + "TN": 96751521, + "TP": 27233, + "n_pred": 69972, + "n_ref": 326765 + }, + "8": { + "Dice": 0.4764677390058326, + "FN": 52891, + "FP": 50871, + "IoU": 0.3127388577219348, + "TN": 96970046, + "TP": 47217, + "n_pred": 98088, + "n_ref": 100108 + }, + "9": { + "Dice": 0.33498840989205425, + "FN": 71022, + "FP": 25946, + "IoU": 0.20119283966686163, + "TN": 96999634, + "TP": 24423, + "n_pred": 50369, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0017441975700156582, + "FN": 196960, + "FP": 4500, + "IoU": 0.0008728600051578091, + "TN": 78854769, + "TP": 176, + "n_pred": 4676, + "n_ref": 197136 + }, + "10": { + "Dice": 0.05217994633036416, + "FN": 90455, + "FP": 2438, + "IoU": 0.02678889470927187, + "TN": 78960955, + "TP": 2557, + "n_pred": 4995, + "n_ref": 93012 + }, + "11": { + "Dice": 0.5284078634694318, + "FN": 563, + "FP": 3803, + "IoU": 0.35907222548443923, + "TN": 79049593, + "TP": 2446, + "n_pred": 6249, + "n_ref": 3009 + }, + "12": { + "Dice": 0.0, + "FN": 3004, + "FP": 0, + "IoU": 0.0, + "TN": 79053401, + "TP": 0, + "n_pred": 0, + "n_ref": 3004 + }, + "13": { + "Dice": 0.018301219600202066, + "FN": 64841, + "FP": 3176, + "IoU": 0.009235116749938092, + "TN": 78987754, + "TP": 634, + "n_pred": 3810, + "n_ref": 65475 + }, + "14": { + "Dice": 0.23479665817917805, + "FN": 14917, + "FP": 134743, + "IoU": 0.13301394384229034, + "TN": 78883784, + "TP": 22961, + "n_pred": 157704, + "n_ref": 37878 + }, + "15": { + "Dice": 0.15432025087077766, + "FN": 24310, + "FP": 131564, + "IoU": 0.08361160756278807, + "TN": 78886309, + "TP": 14222, + "n_pred": 145786, + "n_ref": 38532 + }, + "2": { + "Dice": 0.49260492632832265, + "FN": 59790, + "FP": 49304, + "IoU": 0.32679218270791294, + "TN": 78894354, + "TP": 52957, + "n_pred": 102261, + "n_ref": 112747 + }, + "3": { + "Dice": 0.06780751330878347, + "FN": 116215, + "FP": 25798, + "IoU": 0.03509356017883108, + "TN": 78909227, + "TP": 5165, + "n_pred": 30963, + "n_ref": 121380 + }, + "4": { + "Dice": 0.37763165832177115, + "FN": 5352, + "FP": 4965, + "IoU": 0.23276567264073772, + "TN": 79042958, + "TP": 3130, + "n_pred": 8095, + "n_ref": 8482 + }, + "5": { + "Dice": 0.0, + "FN": 4958, + "FP": 65, + "IoU": 0.0, + "TN": 79051382, + "TP": 0, + "n_pred": 65, + "n_ref": 4958 + }, + "6": { + "Dice": 0.465232473737882, + "FN": 848521, + "FP": 232280, + "IoU": 0.30312895326300154, + "TN": 77505471, + "TP": 470133, + "n_pred": 702413, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.16325493612078978, + "FN": 431235, + "FP": 6791, + "IoU": 0.08888274117693554, + "TN": 78575648, + "TP": 42731, + "n_pred": 49522, + "n_ref": 473966 + }, + "8": { + "Dice": 0.10765274160044841, + "FN": 28262, + "FP": 25866, + "IoU": 0.05688847071942572, + "TN": 78999012, + "TP": 3265, + "n_pred": 29131, + "n_ref": 31527 + }, + "9": { + "Dice": 0.402568338473808, + "FN": 46557, + "FP": 26856, + "IoU": 0.25200974049130387, + "TN": 78958258, + "TP": 24734, + "n_pred": 51590, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.013895500167110606, + "FN": 231363, + "FP": 60732, + "IoU": 0.006996359037643675, + "TN": 122417787, + "TP": 2058, + "n_pred": 62790, + "n_ref": 233421 + }, + "10": { + "Dice": 0.1500772954491599, + "FN": 97096, + "FP": 53546, + "IoU": 0.08112625196715911, + "TN": 122547998, + "TP": 13300, + "n_pred": 66846, + "n_ref": 110396 + }, + "11": { + "Dice": 0.4018483655656341, + "FN": 3008, + "FP": 487, + "IoU": 0.2514457057185693, + "TN": 122707271, + "TP": 1174, + "n_pred": 1661, + "n_ref": 4182 + }, + "12": { + "Dice": 0.0, + "FN": 6290, + "FP": 53, + "IoU": 0.0, + "TN": 122705597, + "TP": 0, + "n_pred": 53, + "n_ref": 6290 + }, + "13": { + "Dice": 0.11841008732200442, + "FN": 48898, + "FP": 24095, + "IoU": 0.06293086847679569, + "TN": 122634045, + "TP": 4902, + "n_pred": 28997, + "n_ref": 53800 + }, + "14": { + "Dice": 0.3416749688462765, + "FN": 55737, + "FP": 144484, + "IoU": 0.20603618858033382, + "TN": 122459761, + "TP": 51958, + "n_pred": 196442, + "n_ref": 107695 + }, + "15": { + "Dice": 0.30619197715253754, + "FN": 10241, + "FP": 174876, + "IoU": 0.1807713583962118, + "TN": 122485975, + "TP": 40848, + "n_pred": 215724, + "n_ref": 51089 + }, + "2": { + "Dice": 0.2727073040622287, + "FN": 97833, + "FP": 110764, + "IoU": 0.15788135080034718, + "TN": 122464235, + "TP": 39108, + "n_pred": 149872, + "n_ref": 136941 + }, + "3": { + "Dice": 0.20744956840301254, + "FN": 119492, + "FP": 82136, + "IoU": 0.1157287207915234, + "TN": 122483924, + "TP": 26388, + "n_pred": 108524, + "n_ref": 145880 + }, + "4": { + "Dice": 0.5395325708602685, + "FN": 38350, + "FP": 7950, + "IoU": 0.36942458290772895, + "TN": 122638515, + "TP": 27125, + "n_pred": 35075, + "n_ref": 65475 + }, + "5": { + "Dice": 0.005509958101360271, + "FN": 17161, + "FP": 166, + "IoU": 0.002762589928057554, + "TN": 122694565, + "TP": 48, + "n_pred": 214, + "n_ref": 17209 + }, + "6": { + "Dice": 0.5486774376218303, + "FN": 913394, + "FP": 398468, + "IoU": 0.3780534058002621, + "TN": 120602656, + "TP": 797422, + "n_pred": 1195890, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.17913209582900974, + "FN": 503300, + "FP": 73395, + "IoU": 0.09837731524548207, + "TN": 122072321, + "TP": 62924, + "n_pred": 136319, + "n_ref": 566224 + }, + "8": { + "Dice": 0.4421239788218678, + "FN": 74781, + "FP": 80848, + "IoU": 0.2837992066194811, + "TN": 122494642, + "TP": 61669, + "n_pred": 142517, + "n_ref": 136450 + }, + "9": { + "Dice": 0.4932463215713451, + "FN": 36312, + "FP": 42661, + "IoU": 0.3273569719011643, + "TN": 122594533, + "TP": 38434, + "n_pred": 81095, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/loop_001/summary_cross_val.json b/nnActive_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/loop_001/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..9202879511fe50f981f4544fca971d7c885348eb --- /dev/null +++ b/nnActive_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/loop_001/summary_cross_val.json @@ -0,0 +1,11760 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": NaN, + "FN": 406.1095238095238, + "FP": 260.2333333333333, + "IoU": NaN, + "TN": 18010.704761904763, + "TP": 47.523809523809526, + "n_pred": 307.75714285714287, + "n_ref": 453.6333333333333 + }, + "mean": { + "1": { + "Dice": 0.1354617414248021, + "FN": 1012.0714285714286, + "FP": 10.642857142857142, + "IoU": 0.07834340474882501, + "TN": 17518.5, + "TP": 183.35714285714286, + "n_pred": 194.0, + "n_ref": 1195.4285714285713 + }, + "10": { + "Dice": 0.0, + "FN": 0.14285714285714285, + "FP": 225.07142857142858, + "IoU": 0.0, + "TN": 18499.35714285714, + "TP": 0.0, + "n_pred": 225.07142857142858, + "n_ref": 0.14285714285714285 + }, + "11": { + "Dice": 0.09882747068676717, + "FN": 240.64285714285714, + "FP": 4.928571428571429, + "IoU": 0.05483271375464684, + "TN": 18462.14285714286, + "TP": 16.857142857142858, + "n_pred": 21.785714285714285, + "n_ref": 257.5 + }, + "12": { + "Dice": NaN, + "FN": 0.0, + "FP": 0.0, + "IoU": NaN, + "TN": 18724.571428571428, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 0.0 + }, + "13": { + "Dice": 0.0, + "FN": 0.0, + "FP": 48.142857142857146, + "IoU": 0.0, + "TN": 18676.428571428572, + "TP": 0.0, + "n_pred": 48.142857142857146, + "n_ref": 0.0 + }, + "14": { + "Dice": 0.11033167009098914, + "FN": 679.7857142857143, + "FP": 296.57142857142856, + "IoU": 0.07078562820126544, + "TN": 17479.714285714286, + "TP": 268.5, + "n_pred": 565.0714285714286, + "n_ref": 948.2857142857143 + }, + "15": { + "Dice": 0.0, + "FN": 0.0, + "FP": 142.35714285714286, + "IoU": 0.0, + "TN": 18582.214285714286, + "TP": 0.0, + "n_pred": 142.35714285714286, + "n_ref": 0.0 + }, + "2": { + "Dice": 0.0, + "FN": 0.0, + "FP": 1147.5, + "IoU": 0.0, + "TN": 17577.071428571428, + "TP": 0.0, + "n_pred": 1147.5, + "n_ref": 0.0 + }, + "3": { + "Dice": 0.0, + "FN": 1411.0, + "FP": 2.2142857142857144, + "IoU": 0.0, + "TN": 17311.35714285714, + "TP": 0.0, + "n_pred": 2.2142857142857144, + "n_ref": 1411.0 + }, + "4": { + "Dice": 0.0, + "FN": 0.0, + "FP": 297.0, + "IoU": 0.0, + "TN": 18427.571428571428, + "TP": 0.0, + "n_pred": 297.0, + "n_ref": 0.0 + }, + "5": { + "Dice": 0.17962870045158053, + "FN": 110.28571428571429, + "FP": 87.78571428571429, + "IoU": 0.10948012232415902, + "TN": 18475.35714285714, + "TP": 51.142857142857146, + "n_pred": 138.92857142857142, + "n_ref": 161.42857142857142 + }, + "6": { + "Dice": 0.14733155384553975, + "FN": 717.2142857142857, + "FP": 1169.4285714285713, + "IoU": 0.11418908029250406, + "TN": 16743.428571428572, + "TP": 94.5, + "n_pred": 1263.9285714285713, + "n_ref": 811.7142857142857 + }, + "7": { + "Dice": 0.0, + "FN": 806.0, + "FP": 36.142857142857146, + "IoU": 0.0, + "TN": 17882.428571428572, + "TP": 0.0, + "n_pred": 36.142857142857146, + "n_ref": 806.0 + }, + "8": { + "Dice": 0.05627032376643574, + "FN": 391.5, + "FP": 114.0, + "IoU": 0.03170304285486698, + "TN": 18162.214285714286, + "TP": 56.857142857142854, + "n_pred": 170.85714285714286, + "n_ref": 448.35714285714283 + }, + "9": { + "Dice": 0.06530785600792187, + "FN": 723.0, + "FP": 321.7142857142857, + "IoU": 0.03455183891624362, + "TN": 17638.214285714286, + "TP": 41.642857142857146, + "n_pred": 363.35714285714283, + "n_ref": 764.6428571428571 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 502, + "FP": 0, + "IoU": 0.0, + "TN": 15882, + "TP": 0, + "n_pred": 0, + "n_ref": 502 + }, + "10": { + "Dice": 0.0, + "FN": 2, + "FP": 0, + "IoU": 0.0, + "TN": 16382, + "TP": 0, + "n_pred": 0, + "n_ref": 2 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 99, + "IoU": 0.0, + "TN": 16285, + "TP": 0, + "n_pred": 99, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 10921, + "IoU": 0.0, + "TN": 5463, + "TP": 0, + "n_pred": 10921, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 10486, + "FP": 0, + "IoU": 0.0, + "TN": 5898, + "TP": 0, + "n_pred": 0, + "n_ref": 10486 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 360, + "IoU": 0.0, + "TN": 16024, + "TP": 0, + "n_pred": 360, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0014.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0014.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0054.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0054.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 622, + "IoU": 0.0, + "TN": 15762, + "TP": 0, + "n_pred": 622, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 73, + "IoU": 0.0, + "TN": 16311, + "TP": 0, + "n_pred": 73, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 788, + "IoU": 0.0, + "TN": 15596, + "TP": 0, + "n_pred": 788, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 2254, + "IoU": 0.0, + "TN": 14130, + "TP": 0, + "n_pred": 2254, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0058.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0058.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0109.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0109.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 2753, + "IoU": 0.0, + "TN": 13631, + "TP": 0, + "n_pred": 2753, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 1522, + "FP": 0, + "IoU": 0.0, + "TN": 14862, + "TP": 0, + "n_pred": 0, + "n_ref": 1522 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 219, + "IoU": 0.0, + "TN": 16165, + "TP": 0, + "n_pred": 219, + "n_ref": 0 + }, + "6": { + "Dice": 0.19282317336792046, + "FN": 1863, + "FP": 4, + "IoU": 0.10669856459330143, + "TN": 14294, + "TP": 223, + "n_pred": 227, + "n_ref": 2086 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 230, + "IoU": 0.0, + "TN": 16154, + "TP": 0, + "n_pred": 230, + "n_ref": 0 + }, + "9": { + "Dice": 0.13135333741579913, + "FN": 5660, + "FP": 14, + "IoU": 0.07029329837784697, + "TN": 10281, + "TP": 429, + "n_pred": 443, + "n_ref": 6089 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0199.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0199.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0235.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0235.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.44132668036395656, + "FN": 9517, + "FP": 0, + "IoU": 0.28314251280506175, + "TN": 3108, + "TP": 3759, + "n_pred": 3759, + "n_ref": 13276 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 1362, + "IoU": 0.0, + "TN": 15022, + "TP": 0, + "n_pred": 1362, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 3108, + "IoU": 0.0, + "TN": 13276, + "TP": 0, + "n_pred": 3108, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 22, + "IoU": 0.0, + "TN": 16362, + "TP": 0, + "n_pred": 22, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 5467, + "IoU": 0.0, + "TN": 10917, + "TP": 0, + "n_pred": 5467, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0245.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0245.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0263.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0263.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 128, + "IoU": 0.0, + "TN": 16256, + "TP": 0, + "n_pred": 128, + "n_ref": 0 + }, + "11": { + "Dice": 0.19765494137353434, + "FN": 1847, + "FP": 69, + "IoU": 0.10966542750929369, + "TN": 14232, + "TP": 236, + "n_pred": 305, + "n_ref": 2083 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 183, + "IoU": 0.0, + "TN": 16201, + "TP": 0, + "n_pred": 183, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8072003789673141, + "FN": 326, + "FP": 81, + "IoU": 0.6767275615567911, + "TN": 15125, + "TP": 852, + "n_pred": 933, + "n_ref": 1178 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 764, + "IoU": 0.0, + "TN": 15620, + "TP": 0, + "n_pred": 764, + "n_ref": 0 + }, + "9": { + "Dice": 0.06457023060796646, + "FN": 4462, + "FP": 0, + "IoU": 0.033362218370883885, + "TN": 11768, + "TP": 154, + "n_pred": 154, + "n_ref": 4616 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0282.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0282.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.2709234828496042, + "FN": 13667, + "FP": 149, + "IoU": 0.15668680949765001, + "TN": 16385, + "TP": 2567, + "n_pred": 2716, + "n_ref": 16234 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 87, + "IoU": 0.0, + "TN": 32681, + "TP": 0, + "n_pred": 87, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 558, + "IoU": 0.0, + "TN": 32210, + "TP": 0, + "n_pred": 558, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1226, + "IoU": 0.0, + "TN": 31542, + "TP": 0, + "n_pred": 1226, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1543, + "IoU": 0.0, + "TN": 31225, + "TP": 0, + "n_pred": 1543, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.031297324583543666, + "FN": 7852, + "FP": 7500, + "IoU": 0.015897435897435898, + "TN": 17168, + "TP": 248, + "n_pred": 7748, + "n_ref": 8100 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0317.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0317.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 9268, + "FP": 0, + "IoU": 0.0, + "TN": 7116, + "TP": 0, + "n_pred": 0, + "n_ref": 9268 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0330.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0330.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 3431, + "IoU": 0.0, + "TN": 12953, + "TP": 0, + "n_pred": 3431, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 31, + "IoU": 0.0, + "TN": 16353, + "TP": 0, + "n_pred": 31, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 602, + "IoU": 0.0, + "TN": 15782, + "TP": 0, + "n_pred": 602, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0351.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0351.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 270, + "IoU": 0.0, + "TN": 32498, + "TP": 0, + "n_pred": 270, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 404, + "IoU": 0.0, + "TN": 32364, + "TP": 0, + "n_pred": 404, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 22, + "IoU": 0.0, + "TN": 32746, + "TP": 0, + "n_pred": 22, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2593, + "IoU": 0.0, + "TN": 30175, + "TP": 0, + "n_pred": 2593, + "n_ref": 0 + }, + "5": { + "Dice": 0.35925740090316105, + "FN": 1544, + "FP": 1010, + "IoU": 0.21896024464831804, + "TN": 29498, + "TP": 716, + "n_pred": 1726, + "n_ref": 2260 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 706, + "IoU": 0.0, + "TN": 32062, + "TP": 0, + "n_pred": 706, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 11284, + "FP": 506, + "IoU": 0.0, + "TN": 20978, + "TP": 0, + "n_pred": 506, + "n_ref": 11284 + }, + "8": { + "Dice": 0.22508129506574295, + "FN": 5481, + "FP": 0, + "IoU": 0.1268121714194679, + "TN": 26491, + "TP": 796, + "n_pred": 796, + "n_ref": 6277 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 4490, + "IoU": 0.0, + "TN": 28278, + "TP": 0, + "n_pred": 4490, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0361.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0361.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0383.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0383.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": 0.1156388436353246, + "FN": 306.4809523809524, + "FP": 168.12380952380948, + "IoU": 0.08327610851418331, + "TN": 18103.623809523808, + "TP": 146.34285714285716, + "n_pred": 314.46666666666664, + "n_ref": 452.8238095238094 + }, + "mean": { + "1": { + "Dice": 0.2759482091337696, + "FN": 142.07142857142858, + "FP": 124.35714285714286, + "IoU": 0.23541948071439292, + "TN": 17897.928571428572, + "TP": 560.2142857142857, + "n_pred": 684.5714285714286, + "n_ref": 702.2857142857143 + }, + "10": { + "Dice": 0.0, + "FN": 61.714285714285715, + "FP": 168.5, + "IoU": 0.0, + "TN": 18494.35714285714, + "TP": 0.0, + "n_pred": 168.5, + "n_ref": 61.714285714285715 + }, + "11": { + "Dice": 0.20036849378166743, + "FN": 90.14285714285714, + "FP": 121.57142857142857, + "IoU": 0.12528801843317972, + "TN": 18481.785714285714, + "TP": 31.071428571428573, + "n_pred": 152.64285714285714, + "n_ref": 121.21428571428571 + }, + "12": { + "Dice": 0.0, + "FN": 0.0, + "FP": 45.07142857142857, + "IoU": 0.0, + "TN": 18679.5, + "TP": 0.0, + "n_pred": 45.07142857142857, + "n_ref": 0.0 + }, + "13": { + "Dice": 0.06486112898974482, + "FN": 466.35714285714283, + "FP": 9.285714285714286, + "IoU": 0.036340960068626554, + "TN": 18178.85714285714, + "TP": 70.07142857142857, + "n_pred": 79.35714285714286, + "n_ref": 536.4285714285714 + }, + "14": { + "Dice": 0.19684237331296156, + "FN": 595.3571428571429, + "FP": 70.78571428571429, + "IoU": 0.1623267534649307, + "TN": 17837.571428571428, + "TP": 220.85714285714286, + "n_pred": 291.64285714285717, + "n_ref": 816.2142857142857 + }, + "15": { + "Dice": 0.27150734072942273, + "FN": 771.0714285714286, + "FP": 55.642857142857146, + "IoU": 0.18634871420755061, + "TN": 17605.928571428572, + "TP": 291.92857142857144, + "n_pred": 347.57142857142856, + "n_ref": 1063.0 + }, + "2": { + "Dice": 0.11312233470538065, + "FN": 496.2857142857143, + "FP": 142.42857142857142, + "IoU": 0.06980154638848413, + "TN": 17893.5, + "TP": 192.35714285714286, + "n_pred": 334.7857142857143, + "n_ref": 688.6428571428571 + }, + "3": { + "Dice": 0.0, + "FN": 0.0, + "FP": 322.2857142857143, + "IoU": 0.0, + "TN": 18402.285714285714, + "TP": 0.0, + "n_pred": 322.2857142857143, + "n_ref": 0.0 + }, + "4": { + "Dice": 0.0, + "FN": 0.0, + "FP": 69.0, + "IoU": 0.0, + "TN": 18655.571428571428, + "TP": 0.0, + "n_pred": 69.0, + "n_ref": 0.0 + }, + "5": { + "Dice": 0.0, + "FN": 22.928571428571427, + "FP": 0.21428571428571427, + "IoU": 0.0, + "TN": 18701.428571428572, + "TP": 0.0, + "n_pred": 0.21428571428571427, + "n_ref": 22.928571428571427 + }, + "6": { + "Dice": 0.16494513518984041, + "FN": 1087.2142857142858, + "FP": 597.6428571428571, + "IoU": 0.12555619005420576, + "TN": 16535.14285714286, + "TP": 504.57142857142856, + "n_pred": 1102.2142857142858, + "n_ref": 1591.7857142857142 + }, + "7": { + "Dice": 0.21092333357510698, + "FN": 354.5, + "FP": 450.14285714285717, + "IoU": 0.15427055702917772, + "TN": 17608.35714285714, + "TP": 311.57142857142856, + "n_pred": 761.7142857142857, + "n_ref": 666.0714285714286 + }, + "8": { + "Dice": 0.05636978579481398, + "FN": 495.7142857142857, + "FP": 42.357142857142854, + "IoU": 0.03078817733990148, + "TN": 18181.14285714286, + "TP": 5.357142857142857, + "n_pred": 47.714285714285715, + "n_ref": 501.07142857142856 + }, + "9": { + "Dice": 0.17969451931716082, + "FN": 13.857142857142858, + "FP": 302.57142857142856, + "IoU": 0.12300123001230012, + "TN": 18401.0, + "TP": 7.142857142857143, + "n_pred": 309.7142857142857, + "n_ref": 21.0 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 43, + "IoU": 0.0, + "TN": 16341, + "TP": 0, + "n_pred": 43, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 16, + "IoU": 0.0, + "TN": 16368, + "TP": 0, + "n_pred": 16, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 966, + "IoU": 0.0, + "TN": 15418, + "TP": 0, + "n_pred": 966, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 321, + "FP": 0, + "IoU": 0.0, + "TN": 16063, + "TP": 0, + "n_pred": 0, + "n_ref": 321 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 1747, + "IoU": 0.0, + "TN": 14637, + "TP": 0, + "n_pred": 1747, + "n_ref": 0 + }, + "7": { + "Dice": 0.632770000725321, + "FN": 4963, + "FP": 100, + "IoU": 0.4628116710875332, + "TN": 6959, + "TP": 4362, + "n_pred": 4462, + "n_ref": 9325 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0015.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0015.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 16382, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 16383, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 287, + "IoU": 0.0, + "TN": 16097, + "TP": 0, + "n_pred": 287, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 403, + "IoU": 0.0, + "TN": 15981, + "TP": 0, + "n_pred": 403, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 4695, + "FP": 0, + "IoU": 0.0, + "TN": 11689, + "TP": 0, + "n_pred": 0, + "n_ref": 4695 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1078, + "IoU": 0.0, + "TN": 15306, + "TP": 0, + "n_pred": 1078, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 623, + "IoU": 0.0, + "TN": 15761, + "TP": 0, + "n_pred": 623, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 2270, + "IoU": 0.0, + "TN": 14114, + "TP": 0, + "n_pred": 2270, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1528, + "IoU": 0.0, + "TN": 14856, + "TP": 0, + "n_pred": 1528, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0027.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0027.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0044.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0044.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 864, + "FP": 21, + "IoU": 0.0, + "TN": 15499, + "TP": 0, + "n_pred": 21, + "n_ref": 864 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.2338034903179536, + "FN": 6301, + "FP": 109, + "IoU": 0.13237682728749323, + "TN": 8996, + "TP": 978, + "n_pred": 1087, + "n_ref": 7279 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 16381, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 257, + "IoU": 0.0, + "TN": 16127, + "TP": 0, + "n_pred": 257, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.16910935738444194, + "FN": 315, + "FP": 422, + "IoU": 0.09236453201970443, + "TN": 15572, + "TP": 75, + "n_pred": 497, + "n_ref": 390 + }, + "9": { + "Dice": 0.0, + "FN": 20, + "FP": 4233, + "IoU": 0.0, + "TN": 12131, + "TP": 0, + "n_pred": 4233, + "n_ref": 20 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0098.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0098.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.02564102564102564, + "FN": 228, + "FP": 0, + "IoU": 0.012987012987012988, + "TN": 16153, + "TP": 3, + "n_pred": 3, + "n_ref": 231 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 6625, + "FP": 0, + "IoU": 0.0, + "TN": 9759, + "TP": 0, + "n_pred": 0, + "n_ref": 6625 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0170.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0170.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0184.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0184.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 1663, + "IoU": 0.0, + "TN": 14721, + "TP": 0, + "n_pred": 1663, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 222, + "IoU": 0.0, + "TN": 16162, + "TP": 0, + "n_pred": 222, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 16379, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 6922, + "FP": 0, + "IoU": 0.0, + "TN": 9462, + "TP": 0, + "n_pred": 0, + "n_ref": 6922 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 681, + "IoU": 0.0, + "TN": 15703, + "TP": 0, + "n_pred": 681, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0193.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0193.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0215.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0215.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1262, + "IoU": 0.0, + "TN": 15122, + "TP": 0, + "n_pred": 1262, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 16378, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 171, + "IoU": 0.0, + "TN": 16213, + "TP": 0, + "n_pred": 171, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0226.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0226.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0273.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0273.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8278446274013088, + "FN": 1989, + "FP": 1273, + "IoU": 0.7062584421431788, + "TN": 21663, + "TP": 7843, + "n_pred": 9116, + "n_ref": 9832 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.7873694932518462, + "FN": 1413, + "FP": 257, + "IoU": 0.6493070138597228, + "TN": 28006, + "TP": 3092, + "n_pred": 3349, + "n_ref": 4505 + }, + "15": { + "Dice": 0.5430146814588455, + "FN": 6100, + "FP": 779, + "IoU": 0.37269742841510123, + "TN": 21802, + "TP": 4087, + "n_pred": 4866, + "n_ref": 10187 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 32764, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3889, + "IoU": 0.0, + "TN": 28879, + "TP": 0, + "n_pred": 3889, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 479, + "IoU": 0.0, + "TN": 32289, + "TP": 0, + "n_pred": 479, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0321.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0321.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1075, + "IoU": 0.0, + "TN": 31693, + "TP": 0, + "n_pred": 1075, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 11, + "IoU": 0.0, + "TN": 32757, + "TP": 0, + "n_pred": 11, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 331, + "IoU": 0.0, + "TN": 32437, + "TP": 0, + "n_pred": 331, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.4397689768976898, + "FN": 6790, + "FP": 0, + "IoU": 0.28186144896879956, + "TN": 23313, + "TP": 2665, + "n_pred": 2665, + "n_ref": 9455 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.35974906259013556, + "FN": 14641, + "FP": 3117, + "IoU": 0.21932562535718997, + "TN": 10021, + "TP": 4989, + "n_pred": 8106, + "n_ref": 19630 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 4674, + "IoU": 0.0, + "TN": 28094, + "TP": 0, + "n_pred": 4674, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 6, + "FP": 0, + "IoU": 0.0, + "TN": 32762, + "TP": 0, + "n_pred": 0, + "n_ref": 6 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0391.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0391.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0398.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0398.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 466, + "IoU": 0.0, + "TN": 15918, + "TP": 0, + "n_pred": 466, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.40073698756333487, + "FN": 1262, + "FP": 39, + "IoU": 0.25057603686635943, + "TN": 14648, + "TP": 435, + "n_pred": 474, + "n_ref": 1697 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 68, + "IoU": 0.0, + "TN": 16316, + "TP": 0, + "n_pred": 68, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.1258426966292135, + "FN": 158, + "FP": 231, + "IoU": 0.0671462829736211, + "TN": 15967, + "TP": 28, + "n_pred": 259, + "n_ref": 186 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7948668837387474, + "FN": 580, + "FP": 491, + "IoU": 0.6595677050222505, + "TN": 13238, + "TP": 2075, + "n_pred": 2566, + "n_ref": 2655 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.5390835579514824, + "FN": 168, + "FP": 3, + "IoU": 0.36900369003690037, + "TN": 16113, + "TP": 100, + "n_pred": 103, + "n_ref": 268 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0401.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0401.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": 0.11231961746594726, + "FN": 214.7904761904762, + "FP": 167.13809523809522, + "IoU": 0.08744970150477453, + "TN": 18274.790476190483, + "TP": 67.85238095238095, + "n_pred": 234.9904761904762, + "n_ref": 282.64285714285717 + }, + "mean": { + "1": { + "Dice": 0.0, + "FN": 0.0, + "FP": 374.85714285714283, + "IoU": 0.0, + "TN": 18349.714285714286, + "TP": 0.0, + "n_pred": 374.85714285714283, + "n_ref": 0.0 + }, + "10": { + "Dice": 0.0, + "FN": 21.5, + "FP": 116.42857142857143, + "IoU": 0.0, + "TN": 18586.64285714286, + "TP": 0.0, + "n_pred": 116.42857142857143, + "n_ref": 21.5 + }, + "11": { + "Dice": 0.0, + "FN": 0.0, + "FP": 17.928571428571427, + "IoU": 0.0, + "TN": 18706.64285714286, + "TP": 0.0, + "n_pred": 17.928571428571427, + "n_ref": 0.0 + }, + "12": { + "Dice": 0.0, + "FN": 162.14285714285714, + "FP": 0.0, + "IoU": 0.0, + "TN": 18562.428571428572, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 162.14285714285714 + }, + "13": { + "Dice": 0.0, + "FN": 83.0, + "FP": 126.07142857142857, + "IoU": 0.0, + "TN": 18515.5, + "TP": 0.0, + "n_pred": 126.07142857142857, + "n_ref": 83.0 + }, + "14": { + "Dice": 0.2560246468760607, + "FN": 2.5, + "FP": 217.92857142857142, + "IoU": 0.2078246863343506, + "TN": 18153.928571428572, + "TP": 350.2142857142857, + "n_pred": 568.1428571428571, + "n_ref": 352.7142857142857 + }, + "15": { + "Dice": 0.09798657718120805, + "FN": 671.1428571428571, + "FP": 0.8571428571428571, + "IoU": 0.051517290049400144, + "TN": 18016.071428571428, + "TP": 36.5, + "n_pred": 37.357142857142854, + "n_ref": 707.6428571428571 + }, + "2": { + "Dice": 0.0, + "FN": 0.0, + "FP": 8.285714285714286, + "IoU": 0.0, + "TN": 18716.285714285714, + "TP": 0.0, + "n_pred": 8.285714285714286, + "n_ref": 0.0 + }, + "3": { + "Dice": 0.7708537782139352, + "FN": 66.28571428571429, + "FP": 0.42857142857142855, + "IoU": 0.6271457085828344, + "TN": 18545.64285714286, + "TP": 112.21428571428571, + "n_pred": 112.64285714285714, + "n_ref": 178.5 + }, + "4": { + "Dice": 0.0, + "FN": 808.7857142857143, + "FP": 0.0, + "IoU": 0.0, + "TN": 17915.785714285714, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 808.7857142857143 + }, + "5": { + "Dice": 0.0, + "FN": 422.0, + "FP": 0.0, + "IoU": 0.0, + "TN": 18302.571428571428, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 422.0 + }, + "6": { + "Dice": 0.15818640631861355, + "FN": 123.85714285714286, + "FP": 874.5, + "IoU": 0.11721499945958831, + "TN": 17538.785714285714, + "TP": 187.42857142857142, + "n_pred": 1061.9285714285713, + "n_ref": 311.2857142857143 + }, + "7": { + "Dice": 0.0023058252427184465, + "FN": 291.57142857142856, + "FP": 392.2142857142857, + "IoU": 0.001158254084369666, + "TN": 18039.428571428572, + "TP": 1.3571428571428572, + "n_pred": 393.57142857142856, + "n_ref": 292.92857142857144 + }, + "8": { + "Dice": 0.25116832356189994, + "FN": 197.64285714285714, + "FP": 160.57142857142858, + "IoU": 0.20149965916837084, + "TN": 18260.785714285714, + "TP": 105.57142857142857, + "n_pred": 266.14285714285717, + "n_ref": 303.2142857142857 + }, + "9": { + "Dice": 0.1482687045947731, + "FN": 371.42857142857144, + "FP": 217.0, + "IoU": 0.10538492489270386, + "TN": 17911.64285714286, + "TP": 224.5, + "n_pred": 441.5, + "n_ref": 595.9285714285714 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 384, + "IoU": 0.0, + "TN": 16000, + "TP": 0, + "n_pred": 384, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 301, + "FP": 0, + "IoU": 0.0, + "TN": 16083, + "TP": 0, + "n_pred": 0, + "n_ref": 301 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 17, + "IoU": 0.0, + "TN": 16367, + "TP": 0, + "n_pred": 17, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 2270, + "FP": 0, + "IoU": 0.0, + "TN": 14114, + "TP": 0, + "n_pred": 0, + "n_ref": 2270 + }, + "13": { + "Dice": 0.0, + "FN": 222, + "FP": 0, + "IoU": 0.0, + "TN": 16162, + "TP": 0, + "n_pred": 0, + "n_ref": 222 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 16377, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "3": { + "Dice": 0.7708537782139352, + "FN": 928, + "FP": 6, + "IoU": 0.6271457085828344, + "TN": 13879, + "TP": 1571, + "n_pred": 1577, + "n_ref": 2499 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0030.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0030.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0072.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0072.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 156, + "FP": 0, + "IoU": 0.0, + "TN": 16228, + "TP": 0, + "n_pred": 0, + "n_ref": 156 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 24, + "IoU": 0.0, + "TN": 16360, + "TP": 0, + "n_pred": 24, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 3589, + "FP": 0, + "IoU": 0.0, + "TN": 12795, + "TP": 0, + "n_pred": 0, + "n_ref": 3589 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7387706855791962, + "FN": 1725, + "FP": 43, + "IoU": 0.5857544517338332, + "TN": 12116, + "TP": 2500, + "n_pred": 2543, + "n_ref": 4225 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 196, + "IoU": 0.0, + "TN": 16188, + "TP": 0, + "n_pred": 196, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0083.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0083.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0094.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0094.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 153, + "IoU": 0.0, + "TN": 32615, + "TP": 0, + "n_pred": 153, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 32764, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0134.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0134.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1287, + "IoU": 0.0, + "TN": 15097, + "TP": 0, + "n_pred": 1287, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 81, + "IoU": 0.0, + "TN": 16303, + "TP": 0, + "n_pred": 81, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1764, + "IoU": 0.0, + "TN": 14620, + "TP": 0, + "n_pred": 1764, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 3026, + "FP": 0, + "IoU": 0.0, + "TN": 13358, + "TP": 0, + "n_pred": 0, + "n_ref": 3026 + }, + "6": { + "Dice": 0.21034775233248515, + "FN": 9, + "FP": 922, + "IoU": 0.11753554502369669, + "TN": 15329, + "TP": 124, + "n_pred": 1046, + "n_ref": 133 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 2588, + "FP": 0, + "IoU": 0.0, + "TN": 13796, + "TP": 0, + "n_pred": 0, + "n_ref": 2588 + }, + "9": { + "Dice": 0.5930748183790924, + "FN": 1708, + "FP": 2605, + "IoU": 0.42153969957081544, + "TN": 8928, + "TP": 3143, + "n_pred": 5748, + "n_ref": 4851 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0138.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0138.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 4241, + "IoU": 0.0, + "TN": 12143, + "TP": 0, + "n_pred": 4241, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 121, + "IoU": 0.0, + "TN": 16263, + "TP": 0, + "n_pred": 121, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 4372, + "IoU": 0.0, + "TN": 12012, + "TP": 0, + "n_pred": 4372, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 3492, + "FP": 0, + "IoU": 0.0, + "TN": 12892, + "TP": 0, + "n_pred": 0, + "n_ref": 3492 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0161.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0161.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 343, + "IoU": 0.0, + "TN": 16041, + "TP": 0, + "n_pred": 343, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 16383, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 2882, + "FP": 0, + "IoU": 0.0, + "TN": 13502, + "TP": 0, + "n_pred": 0, + "n_ref": 2882 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 57, + "IoU": 0.0, + "TN": 16327, + "TP": 0, + "n_pred": 57, + "n_ref": 0 + }, + "7": { + "Dice": 0.009223300970873786, + "FN": 4082, + "FP": 0, + "IoU": 0.004633016337478664, + "TN": 12283, + "TP": 19, + "n_pred": 19, + "n_ref": 4101 + }, + "8": { + "Dice": 0.7535049706856998, + "FN": 179, + "FP": 788, + "IoU": 0.6044989775051125, + "TN": 13939, + "TP": 1478, + "n_pred": 2266, + "n_ref": 1657 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 415, + "IoU": 0.0, + "TN": 15969, + "TP": 0, + "n_pred": 415, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0171.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0171.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0190.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0190.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0214.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0214.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0217.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0217.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 1460, + "IoU": 0.0, + "TN": 14924, + "TP": 0, + "n_pred": 1460, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 18, + "IoU": 0.0, + "TN": 16366, + "TP": 0, + "n_pred": 18, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0242.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0242.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 784, + "FP": 0, + "IoU": 0.0, + "TN": 31984, + "TP": 0, + "n_pred": 0, + "n_ref": 784 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 7734, + "FP": 0, + "IoU": 0.0, + "TN": 25034, + "TP": 0, + "n_pred": 0, + "n_ref": 7734 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 937, + "IoU": 0.0, + "TN": 31831, + "TP": 0, + "n_pred": 937, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 5196, + "IoU": 0.0, + "TN": 27572, + "TP": 0, + "n_pred": 5196, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0299.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0299.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 623, + "IoU": 0.0, + "TN": 15761, + "TP": 0, + "n_pred": 623, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.768073940628182, + "FN": 35, + "FP": 2926, + "IoU": 0.6234740590030519, + "TN": 8520, + "TP": 4903, + "n_pred": 7829, + "n_ref": 4938 + }, + "15": { + "Dice": 0.09798657718120805, + "FN": 9396, + "FP": 12, + "IoU": 0.051517290049400144, + "TN": 6465, + "TP": 511, + "n_pred": 523, + "n_ref": 9907 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 85, + "IoU": 0.0, + "TN": 16299, + "TP": 0, + "n_pred": 85, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 5912, + "IoU": 0.0, + "TN": 10472, + "TP": 0, + "n_pred": 5912, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 99, + "IoU": 0.0, + "TN": 16285, + "TP": 0, + "n_pred": 99, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0358.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0358.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": 0.06950224459604577, + "FN": 428.09523809523813, + "FP": 103.08095238095238, + "IoU": 0.04936559788418672, + "TN": 18052.123809523808, + "TP": 141.27142857142857, + "n_pred": 244.35238095238097, + "n_ref": 569.3666666666667 + }, + "mean": { + "1": { + "Dice": 0.0, + "FN": 0.0, + "FP": 111.71428571428571, + "IoU": 0.0, + "TN": 18612.85714285714, + "TP": 0.0, + "n_pred": 111.71428571428571, + "n_ref": 0.0 + }, + "10": { + "Dice": 0.0, + "FN": 0.0, + "FP": 29.785714285714285, + "IoU": 0.0, + "TN": 18694.785714285714, + "TP": 0.0, + "n_pred": 29.785714285714285, + "n_ref": 0.0 + }, + "11": { + "Dice": 0.19177162048698573, + "FN": 37.5, + "FP": 42.5, + "IoU": 0.1346063177746346, + "TN": 18603.785714285714, + "TP": 40.785714285714285, + "n_pred": 83.28571428571429, + "n_ref": 78.28571428571429 + }, + "12": { + "Dice": 0.0, + "FN": 53.07142857142857, + "FP": 82.21428571428571, + "IoU": 0.0, + "TN": 18589.285714285714, + "TP": 0.0, + "n_pred": 82.21428571428571, + "n_ref": 53.07142857142857 + }, + "13": { + "Dice": 0.0, + "FN": 313.0, + "FP": 0.21428571428571427, + "IoU": 0.0, + "TN": 18411.35714285714, + "TP": 0.0, + "n_pred": 0.21428571428571427, + "n_ref": 313.0 + }, + "14": { + "Dice": 0.01940114725050305, + "FN": 2662.5714285714284, + "FP": 162.5, + "IoU": 0.009991338777530315, + "TN": 15853.357142857143, + "TP": 46.142857142857146, + "n_pred": 208.64285714285714, + "n_ref": 2708.714285714286 + }, + "15": { + "Dice": 0.12648861140016188, + "FN": 305.2142857142857, + "FP": 61.285714285714285, + "IoU": 0.08466181705618325, + "TN": 18201.785714285714, + "TP": 156.28571428571428, + "n_pred": 217.57142857142858, + "n_ref": 461.5 + }, + "2": { + "Dice": 0.1615909132585176, + "FN": 546.7857142857143, + "FP": 285.5, + "IoU": 0.13532086542724273, + "TN": 17430.928571428572, + "TP": 461.35714285714283, + "n_pred": 746.8571428571429, + "n_ref": 1008.1428571428571 + }, + "3": { + "Dice": 0.00790330079033008, + "FN": 198.92857142857142, + "FP": 303.64285714285717, + "IoU": 0.0039990590449306045, + "TN": 18219.571428571428, + "TP": 2.4285714285714284, + "n_pred": 306.07142857142856, + "n_ref": 201.35714285714286 + }, + "4": { + "Dice": 0.13287016934433346, + "FN": 100.64285714285714, + "FP": 101.5, + "IoU": 0.08297180043383948, + "TN": 18456.85714285714, + "TP": 65.57142857142857, + "n_pred": 167.07142857142858, + "n_ref": 166.21428571428572 + }, + "5": { + "Dice": 0.0, + "FN": 0.0, + "FP": 2.2857142857142856, + "IoU": 0.0, + "TN": 18722.285714285714, + "TP": 0.0, + "n_pred": 2.2857142857142856, + "n_ref": 0.0 + }, + "6": { + "Dice": 0.3340405299875031, + "FN": 1511.5714285714287, + "FP": 232.35714285714286, + "IoU": 0.25339504688379805, + "TN": 15670.42857142857, + "TP": 1310.2142857142858, + "n_pred": 1542.5714285714287, + "n_ref": 2821.785714285714 + }, + "7": { + "Dice": 0.04215158694866735, + "FN": 692.0, + "FP": 119.42857142857143, + "IoU": 0.02202420935112824, + "TN": 17877.14285714286, + "TP": 36.0, + "n_pred": 155.42857142857142, + "n_ref": 728.0 + }, + "8": { + "Dice": 0.0, + "FN": 0.0, + "FP": 0.9285714285714286, + "IoU": 0.0, + "TN": 18723.64285714286, + "TP": 0.0, + "n_pred": 0.9285714285714286, + "n_ref": 0.0 + }, + "9": { + "Dice": 0.02631578947368421, + "FN": 0.14285714285714285, + "FP": 10.357142857142858, + "IoU": 0.013513513513513514, + "TN": 18713.785714285714, + "TP": 0.2857142857142857, + "n_pred": 10.642857142857142, + "n_ref": 0.42857142857142855 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0033.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0033.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.016331658291457288, + "FN": 3132, + "FP": 0, + "IoU": 0.008233058898036731, + "TN": 13226, + "TP": 26, + "n_pred": 26, + "n_ref": 3158 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0042.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0042.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 743, + "FP": 0, + "IoU": 0.0, + "TN": 15641, + "TP": 0, + "n_pred": 0, + "n_ref": 743 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 245, + "IoU": 0.0, + "TN": 16139, + "TP": 0, + "n_pred": 245, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.023709902370990237, + "FN": 2785, + "FP": 15, + "IoU": 0.011997177134791814, + "TN": 13550, + "TP": 34, + "n_pred": 49, + "n_ref": 2819 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 84, + "IoU": 0.0, + "TN": 16300, + "TP": 0, + "n_pred": 84, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 1851, + "FP": 0, + "IoU": 0.0, + "TN": 14533, + "TP": 0, + "n_pred": 0, + "n_ref": 1851 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0057.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0057.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0084.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0084.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7185082647992834, + "FN": 6878, + "FP": 36, + "IoU": 0.5606811538950311, + "TN": 646, + "TP": 8824, + "n_pred": 8860, + "n_ref": 15702 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0147.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0147.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 3727, + "IoU": 0.0, + "TN": 12657, + "TP": 0, + "n_pred": 3727, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 36, + "IoU": 0.0, + "TN": 16348, + "TP": 0, + "n_pred": 36, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 28, + "IoU": 0.0, + "TN": 16356, + "TP": 0, + "n_pred": 28, + "n_ref": 0 + }, + "6": { + "Dice": 0.1766569509567862, + "FN": 6497, + "FP": 0, + "IoU": 0.09688629413400056, + "TN": 9190, + "TP": 697, + "n_pred": 697, + "n_ref": 7194 + }, + "7": { + "Dice": 0.10088657902782024, + "FN": 7157, + "FP": 1666, + "IoU": 0.053122987765614936, + "TN": 7066, + "TP": 495, + "n_pred": 2161, + "n_ref": 7652 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0153.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0153.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0156.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0156.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 322, + "IoU": 0.0, + "TN": 16062, + "TP": 0, + "n_pred": 322, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 16377, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 514, + "FP": 0, + "IoU": 0.0, + "TN": 15870, + "TP": 0, + "n_pred": 0, + "n_ref": 514 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 16380, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 799, + "IoU": 0.0, + "TN": 15585, + "TP": 0, + "n_pred": 799, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 13, + "IoU": 0.0, + "TN": 16371, + "TP": 0, + "n_pred": 13, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 16381, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0159.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0159.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1561, + "IoU": 0.0, + "TN": 31207, + "TP": 0, + "n_pred": 1561, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.5753148614609572, + "FN": 525, + "FP": 318, + "IoU": 0.40381895332390383, + "TN": 31354, + "TP": 571, + "n_pred": 889, + "n_ref": 1096 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 1151, + "IoU": 0.0, + "TN": 31617, + "TP": 0, + "n_pred": 1151, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 2261, + "IoU": 0.0, + "TN": 30507, + "TP": 0, + "n_pred": 2261, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0013074743952930922, + "FN": 4581, + "FP": 2, + "IoU": 0.0006541648495420846, + "TN": 28182, + "TP": 3, + "n_pred": 5, + "n_ref": 4584 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6393594086849399, + "FN": 2304, + "FP": 38, + "IoU": 0.469895880488909, + "TN": 28350, + "TP": 2076, + "n_pred": 2114, + "n_ref": 4380 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.05263157894736842, + "FN": 2, + "FP": 142, + "IoU": 0.02702702702702703, + "TN": 32620, + "TP": 4, + "n_pred": 146, + "n_ref": 6 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0160.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0160.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 95, + "IoU": 0.0, + "TN": 32673, + "TP": 0, + "n_pred": 95, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 32765, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "14": { + "Dice": 0.05820344175150915, + "FN": 20892, + "FP": 14, + "IoU": 0.029974016332590944, + "TN": 11216, + "TP": 646, + "n_pred": 660, + "n_ref": 21538 + }, + "15": { + "Dice": 0.5059544456006475, + "FN": 4273, + "FP": 0, + "IoU": 0.338647268224733, + "TN": 26307, + "TP": 2188, + "n_pred": 2188, + "n_ref": 6461 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 135, + "IoU": 0.0, + "TN": 32633, + "TP": 0, + "n_pred": 135, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2193, + "IoU": 0.0, + "TN": 30575, + "TP": 0, + "n_pred": 2193, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0192.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 270, + "IoU": 0.0, + "TN": 16114, + "TP": 0, + "n_pred": 270, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8066470918972949, + "FN": 3074, + "FP": 21, + "IoU": 0.6759501622866716, + "TN": 6833, + "TP": 6456, + "n_pred": 6477, + "n_ref": 9530 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2043, + "IoU": 0.0, + "TN": 14341, + "TP": 0, + "n_pred": 2043, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 24, + "IoU": 0.0, + "TN": 16360, + "TP": 0, + "n_pred": 24, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.707306140744061, + "FN": 123, + "FP": 530, + "IoU": 0.5471567267683772, + "TN": 14942, + "TP": 789, + "n_pred": 1319, + "n_ref": 912 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0230.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0230.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 16384, + "FP": 0, + "IoU": 0.0, + "TN": 0, + "TP": 0, + "n_pred": 0, + "n_ref": 16384 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 466, + "IoU": 0.0, + "TN": 15918, + "TP": 0, + "n_pred": 466, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 16382, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0268.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0268.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 16381, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 3868, + "FP": 0, + "IoU": 0.0, + "TN": 12516, + "TP": 0, + "n_pred": 0, + "n_ref": 3868 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 147, + "IoU": 0.0, + "TN": 16237, + "TP": 0, + "n_pred": 147, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 112, + "IoU": 0.0, + "TN": 16272, + "TP": 0, + "n_pred": 112, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.3986105080330004, + "FN": 1409, + "FP": 1361, + "IoU": 0.24891540130151843, + "TN": 12696, + "TP": 918, + "n_pred": 2279, + "n_ref": 2327 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7482023464110004, + "FN": 2228, + "FP": 1764, + "IoU": 0.5977023077698277, + "TN": 6461, + "TP": 5931, + "n_pred": 7695, + "n_ref": 8159 + }, + "7": { + "Dice": 0.02556818181818182, + "FN": 680, + "FP": 6, + "IoU": 0.012949640287769784, + "TN": 15689, + "TP": 9, + "n_pred": 15, + "n_ref": 689 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0336.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0336.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0402.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0402.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": 0.10587970574087249, + "FN": 393.8974358974359, + "FP": 177.24102564102563, + "IoU": 0.07215778699369396, + "TN": 19495.656410256408, + "TP": 98.12820512820512, + "n_pred": 275.3692307692308, + "n_ref": 492.025641025641 + }, + "mean": { + "1": { + "Dice": 0.2256432975227969, + "FN": 394.6923076923077, + "FP": 6.615384615384615, + "IoU": 0.170545231318712, + "TN": 19528.53846153846, + "TP": 235.07692307692307, + "n_pred": 241.69230769230768, + "n_ref": 629.7692307692307 + }, + "10": { + "Dice": 0.0, + "FN": 1196.3846153846155, + "FP": 0.0, + "IoU": 0.0, + "TN": 18968.53846153846, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 1196.3846153846155 + }, + "11": { + "Dice": 0.0, + "FN": 158.53846153846155, + "FP": 56.0, + "IoU": 0.0, + "TN": 19950.384615384617, + "TP": 0.0, + "n_pred": 56.0, + "n_ref": 158.53846153846155 + }, + "12": { + "Dice": 0.0, + "FN": 251.84615384615384, + "FP": 0.0, + "IoU": 0.0, + "TN": 19913.076923076922, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 251.84615384615384 + }, + "13": { + "Dice": 0.0, + "FN": 354.46153846153845, + "FP": 0.0, + "IoU": 0.0, + "TN": 19810.46153846154, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 354.46153846153845 + }, + "14": { + "Dice": 0.12871536523929472, + "FN": 9.0, + "FP": 705.9230769230769, + "IoU": 0.09489322191272051, + "TN": 19332.076923076922, + "TP": 117.92307692307692, + "n_pred": 823.8461538461538, + "n_ref": 126.92307692307692 + }, + "15": { + "Dice": 0.3138860457181849, + "FN": 171.53846153846155, + "FP": 169.23076923076923, + "IoU": 0.22874191944306316, + "TN": 19541.076923076922, + "TP": 283.0769230769231, + "n_pred": 452.3076923076923, + "n_ref": 454.61538461538464 + }, + "2": { + "Dice": 0.09378032642258492, + "FN": 518.1538461538462, + "FP": 203.23076923076923, + "IoU": 0.06524674686962927, + "TN": 19198.23076923077, + "TP": 245.30769230769232, + "n_pred": 448.53846153846155, + "n_ref": 763.4615384615385 + }, + "3": { + "Dice": 0.19302870533099004, + "FN": 195.92307692307693, + "FP": 228.76923076923077, + "IoU": 0.13584827870542157, + "TN": 19638.846153846152, + "TP": 101.38461538461539, + "n_pred": 330.15384615384613, + "n_ref": 297.3076923076923 + }, + "4": { + "Dice": 0.31739390316796173, + "FN": 351.3076923076923, + "FP": 0.07692307692307693, + "IoU": 0.1886323268206039, + "TN": 19731.846153846152, + "TP": 81.6923076923077, + "n_pred": 81.76923076923077, + "n_ref": 433.0 + }, + "5": { + "Dice": 0.041296060991105464, + "FN": 123.23076923076923, + "FP": 108.92307692307692, + "IoU": 0.021083360363282518, + "TN": 19927.76923076923, + "TP": 5.0, + "n_pred": 113.92307692307692, + "n_ref": 128.23076923076923 + }, + "6": { + "Dice": 0.098792939910466, + "FN": 1019.6923076923077, + "FP": 764.6923076923077, + "IoU": 0.06846190980449875, + "TN": 18161.53846153846, + "TP": 219.0, + "n_pred": 983.6923076923077, + "n_ref": 1238.6923076923076 + }, + "7": { + "Dice": 0.0, + "FN": 71.92307692307692, + "FP": 379.53846153846155, + "IoU": 0.0, + "TN": 19713.46153846154, + "TP": 0.0, + "n_pred": 379.53846153846155, + "n_ref": 71.92307692307692 + }, + "8": { + "Dice": 0.17565894180970276, + "FN": 826.4615384615385, + "FP": 0.0, + "IoU": 0.10891380966747762, + "TN": 19155.0, + "TP": 183.46153846153845, + "n_pred": 183.46153846153845, + "n_ref": 1009.9230769230769 + }, + "9": { + "Dice": 0.0, + "FN": 265.3076923076923, + "FP": 35.61538461538461, + "IoU": 0.0, + "TN": 19864.0, + "TP": 0.0, + "n_pred": 35.61538461538461, + "n_ref": 265.3076923076923 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.6435768261964736, + "FN": 117, + "FP": 1581, + "IoU": 0.4744661095636026, + "TN": 29537, + "TP": 1533, + "n_pred": 3114, + "n_ref": 1650 + }, + "15": { + "Dice": 0.6277720914363698, + "FN": 2230, + "FP": 2134, + "IoU": 0.4574838388861263, + "TN": 24724, + "TP": 3680, + "n_pred": 5814, + "n_ref": 5910 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 134, + "IoU": 0.0, + "TN": 32634, + "TP": 0, + "n_pred": 134, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 2306, + "IoU": 0.0, + "TN": 30462, + "TP": 0, + "n_pred": 2306, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0016.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0016.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0017.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0017.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 1612, + "FP": 0, + "IoU": 0.0, + "TN": 14772, + "TP": 0, + "n_pred": 0, + "n_ref": 1612 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 22, + "IoU": 0.0, + "TN": 16362, + "TP": 0, + "n_pred": 22, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 3701, + "FP": 0, + "IoU": 0.0, + "TN": 12683, + "TP": 0, + "n_pred": 0, + "n_ref": 3701 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 6041, + "IoU": 0.0, + "TN": 10343, + "TP": 0, + "n_pred": 6041, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 107, + "IoU": 0.0, + "TN": 16277, + "TP": 0, + "n_pred": 107, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 3407, + "FP": 0, + "IoU": 0.0, + "TN": 12977, + "TP": 0, + "n_pred": 0, + "n_ref": 3407 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0049.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0049.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 2061, + "FP": 0, + "IoU": 0.0, + "TN": 30707, + "TP": 0, + "n_pred": 0, + "n_ref": 2061 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 907, + "FP": 0, + "IoU": 0.0, + "TN": 31861, + "TP": 0, + "n_pred": 0, + "n_ref": 907 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 3410, + "FP": 0, + "IoU": 0.0, + "TN": 29358, + "TP": 0, + "n_pred": 0, + "n_ref": 3410 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6495152870991797, + "FN": 568, + "FP": 372, + "IoU": 0.48094975151849806, + "TN": 30957, + "TP": 871, + "n_pred": 1243, + "n_ref": 1439 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 143, + "IoU": 0.0, + "TN": 32625, + "TP": 0, + "n_pred": 143, + "n_ref": 0 + }, + "8": { + "Dice": 0.0898172323759791, + "FN": 5229, + "FP": 0, + "IoU": 0.047020229633679606, + "TN": 27281, + "TP": 258, + "n_pred": 258, + "n_ref": 5487 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 14, + "IoU": 0.0, + "TN": 32754, + "TP": 0, + "n_pred": 14, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0075.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0075.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.3384141120054804, + "FN": 7726, + "FP": 0, + "IoU": 0.20366934652648938, + "TN": 6682, + "TP": 1976, + "n_pred": 1976, + "n_ref": 9702 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 4782, + "IoU": 0.0, + "TN": 11602, + "TP": 0, + "n_pred": 4782, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0081.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0081.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.041296060991105464, + "FN": 1602, + "FP": 1416, + "IoU": 0.021083360363282518, + "TN": 13301, + "TP": 65, + "n_pred": 1481, + "n_ref": 1667 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.4371595930531292, + "FN": 5477, + "FP": 0, + "IoU": 0.2797211993687533, + "TN": 8780, + "TP": 2127, + "n_pred": 2127, + "n_ref": 7604 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 33, + "IoU": 0.0, + "TN": 16351, + "TP": 0, + "n_pred": 33, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0104.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0104.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 2214, + "FP": 0, + "IoU": 0.0, + "TN": 30554, + "TP": 0, + "n_pred": 0, + "n_ref": 2214 + }, + "10": { + "Dice": 0.0, + "FN": 8764, + "FP": 0, + "IoU": 0.0, + "TN": 24004, + "TP": 0, + "n_pred": 0, + "n_ref": 8764 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 240, + "IoU": 0.0, + "TN": 32528, + "TP": 0, + "n_pred": 240, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 3274, + "FP": 0, + "IoU": 0.0, + "TN": 29494, + "TP": 0, + "n_pred": 0, + "n_ref": 3274 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 328, + "IoU": 0.0, + "TN": 32440, + "TP": 0, + "n_pred": 328, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 72, + "IoU": 0.0, + "TN": 32696, + "TP": 0, + "n_pred": 72, + "n_ref": 0 + }, + "3": { + "Dice": 0.5790861159929701, + "FN": 1906, + "FP": 10, + "IoU": 0.4075448361162647, + "TN": 29534, + "TP": 1318, + "n_pred": 1328, + "n_ref": 3224 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 1692, + "FP": 5991, + "IoU": 0.0, + "TN": 25085, + "TP": 0, + "n_pred": 5991, + "n_ref": 1692 + }, + "7": { + "Dice": 0.0, + "FN": 17, + "FP": 0, + "IoU": 0.0, + "TN": 32751, + "TP": 0, + "n_pred": 0, + "n_ref": 17 + }, + "8": { + "Dice": 0.0, + "FN": 38, + "FP": 0, + "IoU": 0.0, + "TN": 32730, + "TP": 0, + "n_pred": 0, + "n_ref": 38 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 410, + "IoU": 0.0, + "TN": 32358, + "TP": 0, + "n_pred": 410, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0116.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0116.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 86, + "IoU": 0.0, + "TN": 16298, + "TP": 0, + "n_pred": 86, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 5177, + "FP": 0, + "IoU": 0.0, + "TN": 11207, + "TP": 0, + "n_pred": 0, + "n_ref": 5177 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 66, + "IoU": 0.0, + "TN": 16318, + "TP": 0, + "n_pred": 66, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 717, + "IoU": 0.0, + "TN": 15667, + "TP": 0, + "n_pred": 717, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2964, + "IoU": 0.0, + "TN": 13420, + "TP": 0, + "n_pred": 2964, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 14, + "IoU": 0.0, + "TN": 16370, + "TP": 0, + "n_pred": 14, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 918, + "FP": 0, + "IoU": 0.0, + "TN": 15466, + "TP": 0, + "n_pred": 0, + "n_ref": 918 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 16378, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0131.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0131.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 45, + "IoU": 0.0, + "TN": 16339, + "TP": 0, + "n_pred": 45, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0179.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0179.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6769298925683908, + "FN": 2917, + "FP": 0, + "IoU": 0.511635693956136, + "TN": 10411, + "TP": 3056, + "n_pred": 3056, + "n_ref": 5973 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 16381, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 88, + "IoU": 0.0, + "TN": 16296, + "TP": 0, + "n_pred": 88, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 641, + "FP": 0, + "IoU": 0.0, + "TN": 15743, + "TP": 0, + "n_pred": 0, + "n_ref": 641 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 1094, + "IoU": 0.0, + "TN": 15290, + "TP": 0, + "n_pred": 1094, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0249.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0249.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.31739390316796173, + "FN": 4567, + "FP": 1, + "IoU": 0.1886323268206039, + "TN": 10754, + "TP": 1062, + "n_pred": 1063, + "n_ref": 5629 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 3270, + "FP": 0, + "IoU": 0.0, + "TN": 13114, + "TP": 0, + "n_pred": 0, + "n_ref": 3270 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 9, + "IoU": 0.0, + "TN": 16375, + "TP": 0, + "n_pred": 9, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0367.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0367.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0374.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0374.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 466, + "IoU": 0.0, + "TN": 15918, + "TP": 0, + "n_pred": 466, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1224, + "IoU": 0.0, + "TN": 15160, + "TP": 0, + "n_pred": 1224, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.5626819585355095, + "FN": 3326, + "FP": 1631, + "IoU": 0.3914804812177756, + "TN": 8238, + "TP": 3189, + "n_pred": 4820, + "n_ref": 6515 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 12, + "IoU": 0.0, + "TN": 16372, + "TP": 0, + "n_pred": 12, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 42, + "FP": 0, + "IoU": 0.0, + "TN": 16342, + "TP": 0, + "n_pred": 0, + "n_ref": 42 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0390.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868304/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0390.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": NaN, + "FN": 349.8747252747253, + "FP": 175.16344322344318, + "IoU": NaN, + "TN": 18387.379853479855, + "TP": 100.22373626373627, + "n_pred": 275.3871794871795, + "n_ref": 450.09846153846155 + }, + "mean": { + "1": { + "Dice": 0.12741064961627374, + "FN": 309.76703296703295, + "FP": 125.63736263736264, + "IoU": 0.096861623356386, + "TN": 18381.507692307692, + "TP": 195.72967032967034, + "n_pred": 321.36703296703297, + "n_ref": 505.49670329670334 + }, + "10": { + "Dice": 0.0, + "FN": 255.94835164835166, + "FP": 107.95714285714287, + "IoU": 0.0, + "TN": 18648.73626373626, + "TP": 0.0, + "n_pred": 107.95714285714287, + "n_ref": 255.94835164835166 + }, + "11": { + "Dice": 0.09819351699108407, + "FN": 105.36483516483517, + "FP": 48.58571428571428, + "IoU": 0.06294540999249224, + "TN": 18840.948351648352, + "TP": 17.742857142857144, + "n_pred": 66.32857142857142, + "n_ref": 123.1076923076923 + }, + "12": { + "Dice": NaN, + "FN": 93.41208791208791, + "FP": 25.457142857142856, + "IoU": NaN, + "TN": 18893.772527472527, + "TP": 0.0, + "n_pred": 25.457142857142856, + "n_ref": 93.41208791208791 + }, + "13": { + "Dice": 0.012972225797948964, + "FN": 243.36373626373626, + "FP": 36.74285714285715, + "IoU": 0.0072681920137253105, + "TN": 18718.52087912088, + "TP": 14.014285714285714, + "n_pred": 50.75714285714285, + "n_ref": 257.378021978022 + }, + "14": { + "Dice": 0.14226304055396183, + "FN": 789.8428571428572, + "FP": 290.74175824175825, + "IoU": 0.10916432573815953, + "TN": 17731.32967032967, + "TP": 200.72747252747254, + "n_pred": 491.46923076923076, + "n_ref": 990.5703296703298 + }, + "15": { + "Dice": 0.16197371500579552, + "FN": 383.7934065934066, + "FP": 85.87472527472528, + "IoU": 0.11025394815123943, + "TN": 18389.415384615386, + "TP": 153.55824175824176, + "n_pred": 239.43296703296704, + "n_ref": 537.3516483516484 + }, + "2": { + "Dice": 0.07369871487729664, + "FN": 312.24505494505496, + "FP": 357.38901098901096, + "IoU": 0.05407383173707122, + "TN": 18163.203296703294, + "TP": 179.80439560439558, + "n_pred": 537.1934065934066, + "n_ref": 492.04945054945057 + }, + "3": { + "Dice": 0.19435715686705107, + "FN": 374.4274725274725, + "FP": 171.46813186813188, + "IoU": 0.15339860926663731, + "TN": 18423.54065934066, + "TP": 43.20549450549451, + "n_pred": 214.67362637362635, + "n_ref": 417.63296703296703 + }, + "4": { + "Dice": 0.09005281450245903, + "FN": 252.14725274725274, + "FP": 93.51538461538462, + "IoU": 0.05432082545088868, + "TN": 18637.526373626373, + "TP": 29.45274725274725, + "n_pred": 122.96813186813188, + "n_ref": 281.6 + }, + "5": { + "Dice": 0.0441849522885372, + "FN": 135.68901098901102, + "FP": 39.84175824175824, + "IoU": 0.026112696537488305, + "TN": 18825.88241758242, + "TP": 11.22857142857143, + "n_pred": 51.07032967032967, + "n_ref": 146.91758241758242 + }, + "6": { + "Dice": 0.18065931305039257, + "FN": 891.9098901098902, + "FP": 727.7241758241757, + "IoU": 0.13576344529891898, + "TN": 16929.864835164837, + "TP": 463.14285714285717, + "n_pred": 1190.8670329670329, + "n_ref": 1355.0527472527472 + }, + "7": { + "Dice": 0.051076149153298556, + "FN": 443.1989010989011, + "FP": 275.4934065934066, + "IoU": 0.03549060409293513, + "TN": 18224.163736263738, + "TP": 69.78571428571428, + "n_pred": 345.2791208791208, + "n_ref": 512.9846153846154 + }, + "8": { + "Dice": 0.1078934749865705, + "FN": 382.26373626373623, + "FP": 63.57142857142858, + "IoU": 0.07458093780612338, + "TN": 18496.557142857142, + "TP": 70.24945054945054, + "n_pred": 133.82087912087914, + "n_ref": 452.5131868131868 + }, + "9": { + "Dice": 0.08391737387870798, + "FN": 274.74725274725273, + "FP": 177.45164835164834, + "IoU": 0.05529030146695222, + "TN": 18505.72857142857, + "TP": 54.71428571428571, + "n_pred": 232.165934065934, + "n_ref": 329.46153846153845 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/loop_002/summary.json b/nnActive_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/loop_002/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..83e582ebfd0dc3868b8ec094b9769c669f51ca55 --- /dev/null +++ b/nnActive_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/loop_002/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.20012588123801198, + "FN": 115567.764, + "FP": 63856.67866666668, + "IoU": 0.12884609781280948, + "TN": 96206513.63066669, + "TP": 71022.76666666666, + "n_pred": 134879.44533333334, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.16841768187368364, + "FN": 167288.86, + "FP": 61030.54, + "IoU": 0.10316927542609797, + "TN": 96201642.16, + "TP": 26999.28, + "n_pred": 88029.82, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.1666941565318383, + "FN": 64270.46, + "FP": 15582.26, + "IoU": 0.09745093955348968, + "TN": 96367156.02, + "TP": 9952.1, + "n_pred": 25534.36, + "n_ref": 74222.56 + }, + "11": { + "Dice": 0.10390082286224146, + "FN": 3418.76, + "FP": 610.8, + "IoU": 0.060845005461322633, + "TN": 96452649.66, + "TP": 281.62, + "n_pred": 892.42, + "n_ref": 3700.38 + }, + "12": { + "Dice": 0.020770750659364724, + "FN": 4185.8, + "FP": 427.36, + "IoU": 0.011536431167881172, + "TN": 96452296.82, + "TP": 50.86, + "n_pred": 478.22, + "n_ref": 4236.66 + }, + "13": { + "Dice": 0.10545117450903786, + "FN": 51943.24, + "FP": 29412.28, + "IoU": 0.05999321366608149, + "TN": 96369690.42, + "TP": 5914.9, + "n_pred": 35327.18, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.3681738284896472, + "FN": 95088.48, + "FP": 52045.58, + "IoU": 0.24778173060985925, + "TN": 96266557.12, + "TP": 43269.66, + "n_pred": 95315.24, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.2382220644793428, + "FN": 25867.26, + "FP": 136269.16, + "IoU": 0.14638517363170359, + "TN": 96266644.64, + "TP": 28179.78, + "n_pred": 164448.94, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.17483474072974492, + "FN": 126542.0, + "FP": 78848.06, + "IoU": 0.11039380422916478, + "TN": 96221271.08, + "TP": 30299.7, + "n_pred": 109147.76, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.22390725911332157, + "FN": 133253.12, + "FP": 62164.54, + "IoU": 0.1328484864910197, + "TN": 96231393.72, + "TP": 30149.46, + "n_pred": 92314.0, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.2743713575321016, + "FN": 17092.52, + "FP": 22628.06, + "IoU": 0.18513697062277498, + "TN": 96407755.28, + "TP": 9484.98, + "n_pred": 32113.04, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.04276803105538502, + "FN": 16738.0, + "FP": 98.58, + "IoU": 0.024528986503005168, + "TN": 96439710.1, + "TP": 414.16, + "n_pred": 512.74, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.634164974510135, + "FN": 531482.38, + "FP": 386289.88, + "IoU": 0.4735517311776441, + "TN": 94711447.34, + "TP": 827741.24, + "n_pred": 1214031.12, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.08191201882472017, + "FN": 322772.8, + "FP": 16877.16, + "IoU": 0.044059356726528005, + "TN": 96101159.02, + "TP": 16151.86, + "n_pred": 33029.02, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.13253595421902442, + "FN": 118120.06, + "FP": 35363.04, + "IoU": 0.07677034051150572, + "TN": 96289228.62, + "TP": 14249.12, + "n_pred": 49612.16, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.26576340318059144, + "FN": 55452.72, + "FP": 60202.88, + "IoU": 0.1582400214140635, + "TN": 96319102.46, + "TP": 22202.78, + "n_pred": 82405.66, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.2036358439914667, + "FN": 62765, + "FP": 171292, + "IoU": 0.1133600018183058, + "TN": 119329338, + "TP": 29925, + "n_pred": 201217, + "n_ref": 92690 + }, + "10": { + "Dice": 0.2976099618397269, + "FN": 60517, + "FP": 9427, + "IoU": 0.17481890469785988, + "TN": 119508558, + "TP": 14818, + "n_pred": 24245, + "n_ref": 75335 + }, + "11": { + "Dice": 0.032659839468585666, + "FN": 3487, + "FP": 8, + "IoU": 0.016601012943162633, + "TN": 119589766, + "TP": 59, + "n_pred": 67, + "n_ref": 3546 + }, + "12": { + "Dice": 0.2334267040149393, + "FN": 3715, + "FP": 1211, + "IoU": 0.1321353065539112, + "TN": 119587644, + "TP": 750, + "n_pred": 1961, + "n_ref": 4465 + }, + "13": { + "Dice": 0.11503611574133436, + "FN": 47374, + "FP": 35448, + "IoU": 0.06102828637832322, + "TN": 119505115, + "TP": 5383, + "n_pred": 40831, + "n_ref": 52757 + }, + "14": { + "Dice": 0.21340246273493196, + "FN": 214557, + "FP": 28187, + "IoU": 0.11944629849966627, + "TN": 119317648, + "TP": 32928, + "n_pred": 61115, + "n_ref": 247485 + }, + "15": { + "Dice": 0.08535170585032081, + "FN": 18443, + "FP": 290613, + "IoU": 0.044578268557791, + "TN": 119269844, + "TP": 14420, + "n_pred": 305033, + "n_ref": 32863 + }, + "2": { + "Dice": 0.0, + "FN": 140798, + "FP": 82950, + "IoU": 0.0, + "TN": 119369572, + "TP": 0, + "n_pred": 82950, + "n_ref": 140798 + }, + "3": { + "Dice": 0.2457613690381873, + "FN": 126950, + "FP": 139610, + "IoU": 0.14009574564176677, + "TN": 119283332, + "TP": 43428, + "n_pred": 183038, + "n_ref": 170378 + }, + "4": { + "Dice": 0.5580124263541592, + "FN": 42992, + "FP": 11997, + "IoU": 0.3869745041861295, + "TN": 119503619, + "TP": 34712, + "n_pred": 46709, + "n_ref": 77704 + }, + "5": { + "Dice": 0.0, + "FN": 64264, + "FP": 1011, + "IoU": 0.0, + "TN": 119528045, + "TP": 0, + "n_pred": 1011, + "n_ref": 64264 + }, + "6": { + "Dice": 0.6799757984577953, + "FN": 389616, + "FP": 356178, + "IoU": 0.5151237361128448, + "TN": 118055208, + "TP": 792318, + "n_pred": 1148496, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 25906, + "IoU": 0.0, + "TN": 119567414, + "TP": 0, + "n_pred": 25906, + "n_ref": 0 + }, + "8": { + "Dice": 0.02002305610524434, + "FN": 283256, + "FP": 34674, + "IoU": 0.010112772356761671, + "TN": 119272142, + "TP": 3248, + "n_pred": 37922, + "n_ref": 286504 + }, + "9": { + "Dice": 0.3155453423549938, + "FN": 54289, + "FP": 42215, + "IoU": 0.18732789328752242, + "TN": 119474571, + "TP": 22245, + "n_pred": 64460, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.21450965793936386, + "FN": 162632, + "FP": 27276, + "IoU": 0.12014047507633004, + "TN": 72609821, + "TP": 25931, + "n_pred": 53207, + "n_ref": 188563 + }, + "10": { + "Dice": 0.25681059813735746, + "FN": 58138, + "FP": 1552, + "IoU": 0.14732225761753068, + "TN": 72755657, + "TP": 10313, + "n_pred": 11865, + "n_ref": 68451 + }, + "11": { + "Dice": 0.1623108665749656, + "FN": 1952, + "FP": 1093, + "IoU": 0.08832335329341318, + "TN": 72822320, + "TP": 295, + "n_pred": 1388, + "n_ref": 2247 + }, + "12": { + "Dice": 0.1677455671263721, + "FN": 2576, + "FP": 381, + "IoU": 0.09155145929339478, + "TN": 72822405, + "TP": 298, + "n_pred": 679, + "n_ref": 2874 + }, + "13": { + "Dice": 0.002032783249866021, + "FN": 50128, + "FP": 3875, + "IoU": 0.0010174257279218616, + "TN": 72771602, + "TP": 55, + "n_pred": 3930, + "n_ref": 50183 + }, + "14": { + "Dice": 0.46858287826835426, + "FN": 43680, + "FP": 31642, + "IoU": 0.30597991338800334, + "TN": 72717130, + "TP": 33208, + "n_pred": 64850, + "n_ref": 76888 + }, + "15": { + "Dice": 0.31747087705089916, + "FN": 20529, + "FP": 73860, + "IoU": 0.18868670546067165, + "TN": 72709319, + "TP": 21952, + "n_pred": 95812, + "n_ref": 42481 + }, + "2": { + "Dice": 0.0, + "FN": 135843, + "FP": 37997, + "IoU": 0.0, + "TN": 72651820, + "TP": 0, + "n_pred": 37997, + "n_ref": 135843 + }, + "3": { + "Dice": 0.43516027978469923, + "FN": 53455, + "FP": 137850, + "IoU": 0.2780861670132115, + "TN": 72560663, + "TP": 73692, + "n_pred": 211542, + "n_ref": 127147 + }, + "4": { + "Dice": 0.356633489684628, + "FN": 17658, + "FP": 16084, + "IoU": 0.2170139694621061, + "TN": 72782566, + "TP": 9352, + "n_pred": 25436, + "n_ref": 27010 + }, + "5": { + "Dice": 0.0, + "FN": 8639, + "FP": 0, + "IoU": 0.0, + "TN": 72817021, + "TP": 0, + "n_pred": 0, + "n_ref": 8639 + }, + "6": { + "Dice": 0.6589993981271958, + "FN": 430945, + "FP": 373012, + "IoU": 0.49142364082973233, + "TN": 71244861, + "TP": 776842, + "n_pred": 1149854, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.03364918830785227, + "FN": 234609, + "FP": 10761, + "IoU": 0.017112505107313672, + "TN": 72576018, + "TP": 4272, + "n_pred": 15033, + "n_ref": 238881 + }, + "8": { + "Dice": 0.36875592963643167, + "FN": 37011, + "FP": 35512, + "IoU": 0.22605809660000428, + "TN": 72731954, + "TP": 21183, + "n_pred": 56695, + "n_ref": 58194 + }, + "9": { + "Dice": 0.21551138737985792, + "FN": 61482, + "FP": 58664, + "IoU": 0.12076927017394931, + "TN": 72689011, + "TP": 16503, + "n_pred": 75167, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.012168635050641705, + "FN": 257545, + "FP": 147698, + "IoU": 0.006121563058721388, + "TN": 71401749, + "TP": 2496, + "n_pred": 150194, + "n_ref": 260041 + }, + "10": { + "Dice": 0.17698240993321418, + "FN": 82429, + "FP": 22565, + "IoU": 0.09708211862439049, + "TN": 71693205, + "TP": 11289, + "n_pred": 33854, + "n_ref": 93718 + }, + "11": { + "Dice": 0.0, + "FN": 3369, + "FP": 396, + "IoU": 0.0, + "TN": 71805723, + "TP": 0, + "n_pred": 396, + "n_ref": 3369 + }, + "12": { + "Dice": 0.0, + "FN": 6509, + "FP": 39, + "IoU": 0.0, + "TN": 71802940, + "TP": 0, + "n_pred": 39, + "n_ref": 6509 + }, + "13": { + "Dice": 0.26962600941854253, + "FN": 47240, + "FP": 43024, + "IoU": 0.15581949964928687, + "TN": 71702563, + "TP": 16661, + "n_pred": 59685, + "n_ref": 63901 + }, + "14": { + "Dice": 0.16812668989522866, + "FN": 473701, + "FP": 5948, + "IoU": 0.09177855748420337, + "TN": 71281369, + "TP": 48470, + "n_pred": 54418, + "n_ref": 522171 + }, + "15": { + "Dice": 0.11881296406567099, + "FN": 161109, + "FP": 128939, + "IoU": 0.06315850672799271, + "TN": 71499886, + "TP": 19554, + "n_pred": 148493, + "n_ref": 180663 + }, + "2": { + "Dice": 0.0, + "FN": 146874, + "FP": 6447, + "IoU": 0.0, + "TN": 71656167, + "TP": 0, + "n_pred": 6447, + "n_ref": 146874 + }, + "3": { + "Dice": 0.2412149749287156, + "FN": 149084, + "FP": 76845, + "IoU": 0.13714864039107852, + "TN": 71547648, + "TP": 35911, + "n_pred": 112756, + "n_ref": 184995 + }, + "4": { + "Dice": 0.4033865950226244, + "FN": 2564, + "FP": 31190, + "IoU": 0.2526513893501605, + "TN": 71764323, + "TP": 11411, + "n_pred": 42601, + "n_ref": 13975 + }, + "5": { + "Dice": 0.004938740621141609, + "FN": 10317, + "FP": 160, + "IoU": 0.00247548319527754, + "TN": 71798985, + "TP": 26, + "n_pred": 186, + "n_ref": 10343 + }, + "6": { + "Dice": 0.7320847855914963, + "FN": 319809, + "FP": 359699, + "IoU": 0.5773925395579559, + "TN": 70201594, + "TP": 928386, + "n_pred": 1288085, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.2540288289060881, + "FN": 199594, + "FP": 9172, + "IoU": 0.14549428599495726, + "TN": 71565176, + "TP": 35546, + "n_pred": 44718, + "n_ref": 235140 + }, + "8": { + "Dice": 0.20673394322361596, + "FN": 69179, + "FP": 23342, + "IoU": 0.11528347533396445, + "TN": 71704911, + "TP": 12056, + "n_pred": 35398, + "n_ref": 81235 + }, + "9": { + "Dice": 0.3370319263557832, + "FN": 61411, + "FP": 43808, + "IoU": 0.20266890970264617, + "TN": 71677524, + "TP": 26745, + "n_pred": 70553, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.37575040010084115, + "FN": 130728, + "FP": 146603, + "IoU": 0.23133784371821273, + "TN": 135084713, + "TP": 83466, + "n_pred": 230069, + "n_ref": 214194 + }, + "10": { + "Dice": 0.4336399868148992, + "FN": 56193, + "FP": 19407, + "IoU": 0.27684566968299823, + "TN": 135340968, + "TP": 28942, + "n_pred": 48349, + "n_ref": 85135 + }, + "11": { + "Dice": 0.08108108108108109, + "FN": 3352, + "FP": 1068, + "IoU": 0.04225352112676056, + "TN": 135440895, + "TP": 195, + "n_pred": 1263, + "n_ref": 3547 + }, + "12": { + "Dice": 0.0, + "FN": 5508, + "FP": 666, + "IoU": 0.0, + "TN": 135439336, + "TP": 0, + "n_pred": 666, + "n_ref": 5508 + }, + "13": { + "Dice": 0.16090351784402776, + "FN": 29838, + "FP": 82126, + "IoU": 0.08749052559515562, + "TN": 135322811, + "TP": 10735, + "n_pred": 92861, + "n_ref": 40573 + }, + "14": { + "Dice": 0.7216634514851193, + "FN": 45003, + "FP": 30601, + "IoU": 0.5645332227444475, + "TN": 135271894, + "TP": 98012, + "n_pred": 128613, + "n_ref": 143015 + }, + "15": { + "Dice": 0.27593263268442225, + "FN": 15566, + "FP": 171966, + "IoU": 0.16004747721317716, + "TN": 135222245, + "TP": 35733, + "n_pred": 207699, + "n_ref": 51299 + }, + "2": { + "Dice": 0.0, + "FN": 209539, + "FP": 19125, + "IoU": 0.0, + "TN": 135216846, + "TP": 0, + "n_pred": 19125, + "n_ref": 209539 + }, + "3": { + "Dice": 0.1948176373844142, + "FN": 195652, + "FP": 62355, + "IoU": 0.10792130558052694, + "TN": 135156290, + "TP": 31213, + "n_pred": 93568, + "n_ref": 226865 + }, + "4": { + "Dice": 0.665611920871624, + "FN": 7181, + "FP": 22620, + "IoU": 0.49881434890096027, + "TN": 135386049, + "TP": 29660, + "n_pred": 52280, + "n_ref": 36841 + }, + "5": { + "Dice": 0.07604666190524777, + "FN": 26926, + "FP": 241, + "IoU": 0.03952625066289553, + "TN": 135417225, + "TP": 1118, + "n_pred": 1359, + "n_ref": 28044 + }, + "6": { + "Dice": 0.7252988613521305, + "FN": 519472, + "FP": 346261, + "IoU": 0.5689952251250723, + "TN": 133436871, + "TP": 1142906, + "n_pred": 1489167, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.13747740553258542, + "FN": 182960, + "FP": 17931, + "IoU": 0.07381247665985864, + "TN": 135228609, + "TP": 16010, + "n_pred": 33941, + "n_ref": 198970 + }, + "8": { + "Dice": 0.2342340283293241, + "FN": 248635, + "FP": 19403, + "IoU": 0.13265292914649615, + "TN": 135136478, + "TP": 40994, + "n_pred": 60397, + "n_ref": 289629 + }, + "9": { + "Dice": 0.15893738140417457, + "FN": 85470, + "FP": 47502, + "IoU": 0.08632915567282322, + "TN": 135299974, + "TP": 12564, + "n_pred": 60066, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.02819025923802414, + "FN": 252551, + "FP": 0, + "IoU": 0.014296642650284528, + "TN": 105497791, + "TP": 3663, + "n_pred": 3663, + "n_ref": 256214 + }, + "10": { + "Dice": 0.003191629376151619, + "FN": 60388, + "FP": 202, + "IoU": 0.0015983653830309622, + "TN": 105693318, + "TP": 97, + "n_pred": 299, + "n_ref": 60485 + }, + "11": { + "Dice": 0.11080999698885878, + "FN": 2285, + "FP": 668, + "IoU": 0.058654765699713104, + "TN": 105750868, + "TP": 184, + "n_pred": 852, + "n_ref": 2469 + }, + "12": { + "Dice": 0.0, + "FN": 4404, + "FP": 97, + "IoU": 0.0, + "TN": 105749504, + "TP": 0, + "n_pred": 97, + "n_ref": 4404 + }, + "13": { + "Dice": 0.09774501679242814, + "FN": 76420, + "FP": 6324, + "IoU": 0.05138376172242221, + "TN": 105666779, + "TP": 4482, + "n_pred": 10806, + "n_ref": 80902 + }, + "14": { + "Dice": 0.42182939589184426, + "FN": 127961, + "FP": 61021, + "IoU": 0.26729011096377975, + "TN": 105496083, + "TP": 68940, + "n_pred": 129961, + "n_ref": 196901 + }, + "15": { + "Dice": 0.1427678586510363, + "FN": 19480, + "FP": 82018, + "IoU": 0.07687130513869941, + "TN": 105644055, + "TP": 8452, + "n_pred": 90470, + "n_ref": 27932 + }, + "2": { + "Dice": 0.4242878765899094, + "FN": 75383, + "FP": 134954, + "IoU": 0.26926738094245495, + "TN": 105466161, + "TP": 77507, + "n_pred": 212461, + "n_ref": 152890 + }, + "3": { + "Dice": 0.28775589181498, + "FN": 134653, + "FP": 47554, + "IoU": 0.16805774973289378, + "TN": 105534991, + "TP": 36807, + "n_pred": 84361, + "n_ref": 171460 + }, + "4": { + "Dice": 0.09410475441159942, + "FN": 37505, + "FP": 26973, + "IoU": 0.049375617379509636, + "TN": 105686178, + "TP": 3349, + "n_pred": 30322, + "n_ref": 40854 + }, + "5": { + "Dice": 0.0004851228978007762, + "FN": 12362, + "FP": 0, + "IoU": 0.00024262029923170238, + "TN": 105741640, + "TP": 3, + "n_pred": 3, + "n_ref": 12365 + }, + "6": { + "Dice": 0.6054187214153235, + "FN": 792198, + "FP": 178133, + "IoU": 0.43412222056339866, + "TN": 104039269, + "TP": 744405, + "n_pred": 922538, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.12617430890193584, + "FN": 249438, + "FP": 12957, + "IoU": 0.06733513661454686, + "TN": 105472666, + "TP": 18944, + "n_pred": 31901, + "n_ref": 268382 + }, + "8": { + "Dice": 0.003587299222958715, + "FN": 88379, + "FP": 72167, + "IoU": 0.0017968725712686916, + "TN": 105593170, + "TP": 289, + "n_pred": 72456, + "n_ref": 88668 + }, + "9": { + "Dice": 0.24873172098457796, + "FN": 53945, + "FP": 72078, + "IoU": 0.1420294788439936, + "TN": 105607120, + "TP": 20862, + "n_pred": 92940, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.04046179088388824, + "FN": 246459, + "FP": 75776, + "IoU": 0.020648635834531304, + "TN": 96808851, + "TP": 6794, + "n_pred": 82570, + "n_ref": 253253 + }, + "10": { + "Dice": 0.4116247631303978, + "FN": 77710, + "FP": 21959, + "IoU": 0.2591483130533029, + "TN": 97003347, + "TP": 34864, + "n_pred": 56823, + "n_ref": 112574 + }, + "11": { + "Dice": 0.3136664659843468, + "FN": 2519, + "FP": 2041, + "IoU": 0.18600499821492325, + "TN": 97132278, + "TP": 1042, + "n_pred": 3083, + "n_ref": 3561 + }, + "12": { + "Dice": 0.07870036101083032, + "FN": 4300, + "FP": 804, + "IoU": 0.040962044344231494, + "TN": 97132558, + "TP": 218, + "n_pred": 1022, + "n_ref": 4518 + }, + "13": { + "Dice": 0.2037274912329091, + "FN": 36971, + "FP": 64072, + "IoU": 0.11341680632452684, + "TN": 97023911, + "TP": 12926, + "n_pred": 76998, + "n_ref": 49897 + }, + "14": { + "Dice": 0.4768156896843224, + "FN": 165757, + "FP": 50857, + "IoU": 0.31303873500738927, + "TN": 96822558, + "TP": 98708, + "n_pred": 149565, + "n_ref": 264465 + }, + "15": { + "Dice": 0.06876756721007903, + "FN": 11974, + "FP": 269640, + "IoU": 0.03560812569346465, + "TN": 96845868, + "TP": 10398, + "n_pred": 280038, + "n_ref": 22372 + }, + "2": { + "Dice": 0.45846923671421647, + "FN": 85503, + "FP": 38520, + "IoU": 0.2974116687343859, + "TN": 96961357, + "TP": 52500, + "n_pred": 91020, + "n_ref": 138003 + }, + "3": { + "Dice": 0.06694541898087915, + "FN": 151002, + "FP": 56974, + "IoU": 0.03463193416172709, + "TN": 96922443, + "TP": 7461, + "n_pred": 64435, + "n_ref": 158463 + }, + "4": { + "Dice": 0.5337474016379072, + "FN": 6184, + "FP": 31050, + "IoU": 0.3640214532162744, + "TN": 97079334, + "TP": 21312, + "n_pred": 52362, + "n_ref": 27496 + }, + "5": { + "Dice": 0.0015023217700081944, + "FN": 14622, + "FP": 0, + "IoU": 0.0007517255518348937, + "TN": 97123247, + "TP": 11, + "n_pred": 11, + "n_ref": 14633 + }, + "6": { + "Dice": 0.6775952208200823, + "FN": 501073, + "FP": 449847, + "IoU": 0.5123962280598301, + "TN": 95187690, + "TP": 999270, + "n_pred": 1449117, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.1984192257830687, + "FN": 225782, + "FP": 4230, + "IoU": 0.11013618074899412, + "TN": 96879400, + "TP": 28468, + "n_pred": 32698, + "n_ref": 254250 + }, + "8": { + "Dice": 0.00971167824261024, + "FN": 127094, + "FP": 69094, + "IoU": 0.004879533350240934, + "TN": 96940730, + "TP": 962, + "n_pred": 70056, + "n_ref": 128056 + }, + "9": { + "Dice": 0.29298773639998205, + "FN": 35969, + "FP": 121419, + "IoU": 0.17163774546181823, + "TN": 96947881, + "TP": 32611, + "n_pred": 154030, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.47284322351128183, + "FN": 86982, + "FP": 105950, + "IoU": 0.30962323632446975, + "TN": 130487333, + "TP": 86527, + "n_pred": 192477, + "n_ref": 173509 + }, + "10": { + "Dice": 0.14765777070755975, + "FN": 69776, + "FP": 16487, + "IoU": 0.07971408758734731, + "TN": 130673057, + "TP": 7472, + "n_pred": 23959, + "n_ref": 77248 + }, + "11": { + "Dice": 0.18217734855136083, + "FN": 3634, + "FP": 92, + "IoU": 0.10021733880705144, + "TN": 130762651, + "TP": 415, + "n_pred": 507, + "n_ref": 4049 + }, + "12": { + "Dice": 0.0, + "FN": 3328, + "FP": 896, + "IoU": 0.0, + "TN": 130762568, + "TP": 0, + "n_pred": 896, + "n_ref": 3328 + }, + "13": { + "Dice": 0.004582449900827577, + "FN": 61099, + "FP": 55333, + "IoU": 0.0022964867180805485, + "TN": 130650092, + "TP": 268, + "n_pred": 55601, + "n_ref": 61367 + }, + "14": { + "Dice": 0.699593006507464, + "FN": 64714, + "FP": 16626, + "IoU": 0.5379800401015603, + "TN": 130590739, + "TP": 94713, + "n_pred": 111339, + "n_ref": 159427 + }, + "15": { + "Dice": 0.21463096197116588, + "FN": 13337, + "FP": 99753, + "IoU": 0.12021658122184795, + "TN": 130638249, + "TP": 15453, + "n_pred": 115206, + "n_ref": 28790 + }, + "2": { + "Dice": 0.0, + "FN": 166331, + "FP": 14249, + "IoU": 0.0, + "TN": 130586212, + "TP": 0, + "n_pred": 14249, + "n_ref": 166331 + }, + "3": { + "Dice": 0.1967960248767857, + "FN": 141654, + "FP": 57494, + "IoU": 0.1091368628240399, + "TN": 130543247, + "TP": 24397, + "n_pred": 81891, + "n_ref": 166051 + }, + "4": { + "Dice": 0.38534368490816134, + "FN": 17726, + "FP": 21226, + "IoU": 0.2386536882842735, + "TN": 130715630, + "TP": 12210, + "n_pred": 33436, + "n_ref": 29936 + }, + "5": { + "Dice": 0.025448017385279204, + "FN": 30905, + "FP": 38, + "IoU": 0.012887995661466808, + "TN": 130735445, + "TP": 404, + "n_pred": 442, + "n_ref": 31309 + }, + "6": { + "Dice": 0.7799960956705324, + "FN": 258310, + "FP": 350256, + "IoU": 0.6393390159675185, + "TN": 129079429, + "TP": 1078797, + "n_pred": 1429053, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.058568174621819555, + "FN": 431218, + "FP": 29627, + "IoU": 0.03016751546782272, + "TN": 130291612, + "TP": 14335, + "n_pred": 43962, + "n_ref": 445553 + }, + "8": { + "Dice": 0.08587205460975184, + "FN": 217676, + "FP": 49349, + "IoU": 0.044862233382337684, + "TN": 130487225, + "TP": 12542, + "n_pred": 61891, + "n_ref": 230218 + }, + "9": { + "Dice": 0.09037317168121907, + "FN": 93904, + "FP": 69656, + "IoU": 0.047325042956577454, + "TN": 130595107, + "TP": 8125, + "n_pred": 77781, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.007317941263542349, + "FN": 199744, + "FP": 98687, + "IoU": 0.003672407864294514, + "TN": 71936477, + "TP": 1100, + "n_pred": 99787, + "n_ref": 200844 + }, + "10": { + "Dice": 0.007971748331645503, + "FN": 62356, + "FP": 14052, + "IoU": 0.004001824936453105, + "TN": 72159293, + "TP": 307, + "n_pred": 14359, + "n_ref": 62663 + }, + "11": { + "Dice": 0.0, + "FN": 2687, + "FP": 1068, + "IoU": 0.0, + "TN": 72232253, + "TP": 0, + "n_pred": 1068, + "n_ref": 2687 + }, + "12": { + "Dice": 0.0, + "FN": 4071, + "FP": 70, + "IoU": 0.0, + "TN": 72231867, + "TP": 0, + "n_pred": 70, + "n_ref": 4071 + }, + "13": { + "Dice": 0.009347010474724035, + "FN": 70007, + "FP": 21353, + "IoU": 0.004695449444934689, + "TN": 72144217, + "TP": 431, + "n_pred": 21784, + "n_ref": 70438 + }, + "14": { + "Dice": 0.11477955333930774, + "FN": 47973, + "FP": 351095, + "IoU": 0.06088388949028098, + "TN": 71811068, + "TP": 25872, + "n_pred": 376967, + "n_ref": 73845 + }, + "15": { + "Dice": 0.1565239506918559, + "FN": 8622, + "FP": 203632, + "IoU": 0.08490696190525462, + "TN": 72004060, + "TP": 19694, + "n_pred": 223326, + "n_ref": 28316 + }, + "2": { + "Dice": 0.1457044381864093, + "FN": 103262, + "FP": 178559, + "IoU": 0.0785767065331825, + "TN": 71930154, + "TP": 24033, + "n_pred": 202592, + "n_ref": 127295 + }, + "3": { + "Dice": 0.55470280313856, + "FN": 93910, + "FP": 25439, + "IoU": 0.3837984356042027, + "TN": 72042323, + "TP": 74336, + "n_pred": 99775, + "n_ref": 168246 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 29718, + "IoU": 0.0, + "TN": 72206290, + "TP": 0, + "n_pred": 29718, + "n_ref": 0 + }, + "5": { + "Dice": 0.1399864529239106, + "FN": 7607, + "FP": 11, + "IoU": 0.07526098567613498, + "TN": 72227770, + "TP": 620, + "n_pred": 631, + "n_ref": 8227 + }, + "6": { + "Dice": 0.4549579458123691, + "FN": 679269, + "FP": 1315477, + "IoU": 0.2944631471870077, + "TN": 69408734, + "TP": 832528, + "n_pred": 2148005, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.03222076460797378, + "FN": 333047, + "FP": 40239, + "IoU": 0.016374176548089592, + "TN": 71856508, + "TP": 6214, + "n_pred": 46453, + "n_ref": 339261 + }, + "8": { + "Dice": 0.020356799758640128, + "FN": 66297, + "FP": 57092, + "IoU": 0.010283065027151463, + "TN": 72111337, + "TP": 1282, + "n_pred": 58374, + "n_ref": 67579 + }, + "9": { + "Dice": 0.07363370768447292, + "FN": 42752, + "FP": 130057, + "IoU": 0.03822414666317893, + "TN": 72056331, + "TP": 6868, + "n_pred": 136925, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 2.1999901000445497e-05, + "FN": 88990, + "FP": 92825, + "IoU": 1.1000071500464754e-05, + "TN": 52371303, + "TP": 2, + "n_pred": 92827, + "n_ref": 88992 + }, + "10": { + "Dice": 0.0, + "FN": 47184, + "FP": 4647, + "IoU": 0.0, + "TN": 52501289, + "TP": 0, + "n_pred": 4647, + "n_ref": 47184 + }, + "11": { + "Dice": 0.0, + "FN": 2042, + "FP": 244, + "IoU": 0.0, + "TN": 52550834, + "TP": 0, + "n_pred": 244, + "n_ref": 2042 + }, + "12": { + "Dice": 0.0, + "FN": 4066, + "FP": 167, + "IoU": 0.0, + "TN": 52548887, + "TP": 0, + "n_pred": 167, + "n_ref": 4066 + }, + "13": { + "Dice": 0.0, + "FN": 21615, + "FP": 0, + "IoU": 0.0, + "TN": 52531505, + "TP": 0, + "n_pred": 0, + "n_ref": 21615 + }, + "14": { + "Dice": 0.018961253091508656, + "FN": 54963, + "FP": 35477, + "IoU": 0.00957136912193092, + "TN": 52461806, + "TP": 874, + "n_pred": 36351, + "n_ref": 55837 + }, + "15": { + "Dice": 0.28959138036186216, + "FN": 13873, + "FP": 42039, + "IoU": 0.16931122600582396, + "TN": 52485812, + "TP": 11396, + "n_pred": 53435, + "n_ref": 25269 + }, + "2": { + "Dice": 0.0, + "FN": 135076, + "FP": 31191, + "IoU": 0.0, + "TN": 52386853, + "TP": 0, + "n_pred": 31191, + "n_ref": 135076 + }, + "3": { + "Dice": 0.33767565102187086, + "FN": 104224, + "FP": 48253, + "IoU": 0.20313463568613924, + "TN": 52361774, + "TP": 38869, + "n_pred": 87122, + "n_ref": 143093 + }, + "4": { + "Dice": 0.0, + "FN": 1880, + "FP": 0, + "IoU": 0.0, + "TN": 52551240, + "TP": 0, + "n_pred": 0, + "n_ref": 1880 + }, + "5": { + "Dice": 0.0, + "FN": 6282, + "FP": 0, + "IoU": 0.0, + "TN": 52546838, + "TP": 0, + "n_pred": 0, + "n_ref": 6282 + }, + "6": { + "Dice": 0.45480242858564746, + "FN": 475813, + "FP": 236275, + "IoU": 0.29433286525900826, + "TN": 51544021, + "TP": 297011, + "n_pred": 533286, + "n_ref": 772824 + }, + "7": { + "Dice": 0.013978929271325286, + "FN": 191698, + "FP": 1007, + "IoU": 0.0070386611085633604, + "TN": 52359049, + "TP": 1366, + "n_pred": 2373, + "n_ref": 193064 + }, + "8": { + "Dice": 0.3125835561497326, + "FN": 48309, + "FP": 1053, + "IoU": 0.18524387224560535, + "TN": 52492535, + "TP": 11223, + "n_pred": 12276, + "n_ref": 59532 + }, + "9": { + "Dice": 0.3481821648236874, + "FN": 57088, + "FP": 21546, + "IoU": 0.2107872656469549, + "TN": 52453484, + "TP": 21002, + "n_pred": 42548, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.1979874792066788, + "FN": 241900, + "FP": 169842, + "IoU": 0.10987020174505582, + "TN": 143674686, + "TP": 50822, + "n_pred": 220664, + "n_ref": 292722 + }, + "10": { + "Dice": 0.30008639723528846, + "FN": 77960, + "FP": 16823, + "IoU": 0.17653038174836233, + "TN": 144022148, + "TP": 20319, + "n_pred": 37142, + "n_ref": 98279 + }, + "11": { + "Dice": 0.003812636165577342, + "FN": 6605, + "FP": 711, + "IoU": 0.0019099590723055935, + "TN": 144129920, + "TP": 14, + "n_pred": 725, + "n_ref": 6619 + }, + "12": { + "Dice": 0.0, + "FN": 5646, + "FP": 121, + "IoU": 0.0, + "TN": 144131483, + "TP": 0, + "n_pred": 121, + "n_ref": 5646 + }, + "13": { + "Dice": 0.06480570435965648, + "FN": 98966, + "FP": 55010, + "IoU": 0.03348795751705783, + "TN": 143977939, + "TP": 5335, + "n_pred": 60345, + "n_ref": 104301 + }, + "14": { + "Dice": 0.3552661412118254, + "FN": 317645, + "FP": 17899, + "IoU": 0.21600220565385722, + "TN": 143709259, + "TP": 92447, + "n_pred": 110346, + "n_ref": 410092 + }, + "15": { + "Dice": 0.1487505763024435, + "FN": 10567, + "FP": 127910, + "IoU": 0.08035145043034747, + "TN": 143986674, + "TP": 12099, + "n_pred": 140009, + "n_ref": 22666 + }, + "2": { + "Dice": 0.0, + "FN": 138037, + "FP": 18733, + "IoU": 0.0, + "TN": 143980480, + "TP": 0, + "n_pred": 18733, + "n_ref": 138037 + }, + "3": { + "Dice": 0.340030866357512, + "FN": 128039, + "FP": 51138, + "IoU": 0.20484168016508753, + "TN": 143911915, + "TP": 46158, + "n_pred": 97296, + "n_ref": 174197 + }, + "4": { + "Dice": 0.7535484336393312, + "FN": 9388, + "FP": 17942, + "IoU": 0.6045549253385809, + "TN": 144068138, + "TP": 41782, + "n_pred": 59724, + "n_ref": 51170 + }, + "5": { + "Dice": 0.029239586845250867, + "FN": 31655, + "FP": 18, + "IoU": 0.014836702954898912, + "TN": 144105100, + "TP": 477, + "n_pred": 495, + "n_ref": 32132 + }, + "6": { + "Dice": 0.6877475548105014, + "FN": 285350, + "FP": 689198, + "IoU": 0.5240969886028185, + "TN": 142089463, + "TP": 1073239, + "n_pred": 1762437, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.03393250120052374, + "FN": 244150, + "FP": 35485, + "IoU": 0.017259072346826172, + "TN": 143852704, + "TP": 4911, + "n_pred": 40396, + "n_ref": 249061 + }, + "8": { + "Dice": 0.24710407887611496, + "FN": 189418, + "FP": 52498, + "IoU": 0.14096905349501979, + "TN": 143855635, + "TP": 39699, + "n_pred": 92197, + "n_ref": 229117 + }, + "9": { + "Dice": 0.1682304823769999, + "FN": 83272, + "FP": 27360, + "IoU": 0.09184042029223445, + "TN": 144015430, + "TP": 11188, + "n_pred": 38548, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3666479133307367, + "FN": 150471, + "FP": 69052, + "IoU": 0.22447573693581663, + "TN": 111495856, + "TP": 63541, + "n_pred": 132593, + "n_ref": 214012 + }, + "10": { + "Dice": 0.0, + "FN": 46002, + "FP": 4315, + "IoU": 0.0, + "TN": 111728603, + "TP": 0, + "n_pred": 4315, + "n_ref": 46002 + }, + "11": { + "Dice": 0.10326086956521739, + "FN": 3586, + "FP": 44, + "IoU": 0.054441260744985676, + "TN": 111775081, + "TP": 209, + "n_pred": 253, + "n_ref": 3795 + }, + "12": { + "Dice": 0.021032504780114723, + "FN": 4605, + "FP": 515, + "IoU": 0.010628019323671498, + "TN": 111773745, + "TP": 55, + "n_pred": 570, + "n_ref": 4660 + }, + "13": { + "Dice": 0.0715523132916925, + "FN": 50692, + "FP": 7725, + "IoU": 0.0371035801410958, + "TN": 111718252, + "TP": 2251, + "n_pred": 9976, + "n_ref": 52943 + }, + "14": { + "Dice": 0.656948566705489, + "FN": 30775, + "FP": 33142, + "IoU": 0.48914624594382905, + "TN": 111653802, + "TP": 61201, + "n_pred": 94343, + "n_ref": 91976 + }, + "15": { + "Dice": 0.10405870782662109, + "FN": 2770, + "FP": 134335, + "IoU": 0.05488498417972385, + "TN": 111633853, + "TP": 7962, + "n_pred": 142297, + "n_ref": 10732 + }, + "2": { + "Dice": 0.0, + "FN": 206309, + "FP": 13909, + "IoU": 0.0, + "TN": 111558702, + "TP": 0, + "n_pred": 13909, + "n_ref": 206309 + }, + "3": { + "Dice": 0.1312662135737378, + "FN": 51725, + "FP": 103324, + "IoU": 0.07024339931519581, + "TN": 111612157, + "TP": 11714, + "n_pred": 115038, + "n_ref": 63439 + }, + "4": { + "Dice": 0.6853195601888527, + "FN": 7865, + "FP": 2066, + "IoU": 0.5212822366835382, + "TN": 111758175, + "TP": 10814, + "n_pred": 12880, + "n_ref": 18679 + }, + "5": { + "Dice": 0.032164395800759436, + "FN": 25984, + "FP": 14, + "IoU": 0.01634506242905789, + "TN": 111752490, + "TP": 432, + "n_pred": 446, + "n_ref": 26416 + }, + "6": { + "Dice": 0.6122839873338835, + "FN": 652647, + "FP": 84576, + "IoU": 0.4412170658444355, + "TN": 110459583, + "TP": 582114, + "n_pred": 666690, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.0, + "FN": 238392, + "FP": 7531, + "IoU": 0.0, + "TN": 111532997, + "TP": 0, + "n_pred": 7531, + "n_ref": 238392 + }, + "8": { + "Dice": 0.3275012109888589, + "FN": 218087, + "FP": 24870, + "IoU": 0.1958155145705623, + "TN": 111476804, + "TP": 59159, + "n_pred": 84029, + "n_ref": 277246 + }, + "9": { + "Dice": 0.13896991522886495, + "FN": 72216, + "FP": 28441, + "IoU": 0.07467365324508182, + "TN": 111670140, + "TP": 8123, + "n_pred": 36564, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0006787269242486763, + "FN": 165316, + "FP": 93817, + "IoU": 0.0003394786687806929, + "TN": 198828654, + "TP": 88, + "n_pred": 93905, + "n_ref": 165404 + }, + "10": { + "Dice": 0.022913715976497315, + "FN": 62310, + "FP": 7367, + "IoU": 0.01158963883451074, + "TN": 199017381, + "TP": 817, + "n_pred": 8184, + "n_ref": 63127 + }, + "11": { + "Dice": 0.0, + "FN": 4435, + "FP": 20, + "IoU": 0.0, + "TN": 199083420, + "TP": 0, + "n_pred": 20, + "n_ref": 4435 + }, + "12": { + "Dice": 0.0, + "FN": 3335, + "FP": 0, + "IoU": 0.0, + "TN": 199084540, + "TP": 0, + "n_pred": 0, + "n_ref": 3335 + }, + "13": { + "Dice": 0.005710866963994344, + "FN": 35489, + "FP": 1073, + "IoU": 0.0028636103308151742, + "TN": 199051208, + "TP": 105, + "n_pred": 1178, + "n_ref": 35594 + }, + "14": { + "Dice": 0.23261194901132493, + "FN": 35990, + "FP": 36311, + "IoU": 0.13161339915204362, + "TN": 199004616, + "TP": 10958, + "n_pred": 47269, + "n_ref": 46948 + }, + "15": { + "Dice": 0.45985238755696456, + "FN": 82865, + "FP": 47989, + "IoU": 0.29857682720913403, + "TN": 198901320, + "TP": 55701, + "n_pred": 103690, + "n_ref": 138566 + }, + "2": { + "Dice": 0.00023561507936507937, + "FN": 129559, + "FP": 31683, + "IoU": 0.00011782141993414403, + "TN": 198926614, + "TP": 19, + "n_pred": 31702, + "n_ref": 129578 + }, + "3": { + "Dice": 0.3873467627672026, + "FN": 75953, + "FP": 122951, + "IoU": 0.2401922210083199, + "TN": 198826093, + "TP": 62878, + "n_pred": 185829, + "n_ref": 138831 + }, + "4": { + "Dice": 0.0, + "FN": 17120, + "FP": 4480, + "IoU": 0.0, + "TN": 199066275, + "TP": 0, + "n_pred": 4480, + "n_ref": 17120 + }, + "5": { + "Dice": 0.011523687580025609, + "FN": 19951, + "FP": 121, + "IoU": 0.005795235028976175, + "TN": 199067686, + "TP": 117, + "n_pred": 238, + "n_ref": 20068 + }, + "6": { + "Dice": 0.5801950920747989, + "FN": 560098, + "FP": 300806, + "IoU": 0.40864423614555156, + "TN": 197632061, + "TP": 594910, + "n_pred": 895716, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.00593929429458135, + "FN": 155710, + "FP": 279, + "IoU": 0.0029784922182097087, + "TN": 198931420, + "TP": 466, + "n_pred": 745, + "n_ref": 156176 + }, + "8": { + "Dice": 0.3548515726125551, + "FN": 89433, + "FP": 15732, + "IoU": 0.21569577960577835, + "TN": 198953788, + "TP": 28922, + "n_pred": 44654, + "n_ref": 118355 + }, + "9": { + "Dice": 0.40621631451906226, + "FN": 72686, + "FP": 17103, + "IoU": 0.2548754377520705, + "TN": 198967373, + "TP": 30713, + "n_pred": 47816, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.17916931421285856, + "FN": 162804, + "FP": 34843, + "IoU": 0.09839976644253666, + "TN": 130855974, + "TP": 21571, + "n_pred": 56414, + "n_ref": 184375 + }, + "10": { + "Dice": 0.3609527508739397, + "FN": 53913, + "FP": 48093, + "IoU": 0.2202210772547281, + "TN": 130944378, + "TP": 28808, + "n_pred": 76901, + "n_ref": 82721 + }, + "11": { + "Dice": 0.28515471993732866, + "FN": 3343, + "FP": 307, + "IoU": 0.16628597533120146, + "TN": 131070814, + "TP": 728, + "n_pred": 1035, + "n_ref": 4071 + }, + "12": { + "Dice": 0.004251207729468599, + "FN": 4624, + "FP": 529, + "IoU": 0.0021301316808675446, + "TN": 131070028, + "TP": 11, + "n_pred": 540, + "n_ref": 4635 + }, + "13": { + "Dice": 0.20696820104706354, + "FN": 74918, + "FP": 41871, + "IoU": 0.115429186012164, + "TN": 130943163, + "TP": 15240, + "n_pred": 57111, + "n_ref": 90158 + }, + "14": { + "Dice": 0.08970221903216662, + "FN": 41741, + "FP": 260101, + "IoU": 0.04695719166187791, + "TN": 130758478, + "TP": 14872, + "n_pred": 274973, + "n_ref": 56613 + }, + "15": { + "Dice": 0.14300758345224668, + "FN": 4629, + "FP": 270433, + "IoU": 0.07701032173201079, + "TN": 130777180, + "TP": 22950, + "n_pred": 293383, + "n_ref": 27579 + }, + "2": { + "Dice": 0.2301745648635271, + "FN": 115148, + "FP": 186582, + "IoU": 0.1300549536094661, + "TN": 130728354, + "TP": 45108, + "n_pred": 231690, + "n_ref": 160256 + }, + "3": { + "Dice": 0.2975766772109044, + "FN": 147220, + "FP": 55073, + "IoU": 0.17479593543360405, + "TN": 130830049, + "TP": 42850, + "n_pred": 97923, + "n_ref": 190070 + }, + "4": { + "Dice": 0.35210372808917384, + "FN": 48694, + "FP": 41050, + "IoU": 0.2136686234995181, + "TN": 130961062, + "TP": 24386, + "n_pred": 65436, + "n_ref": 73080 + }, + "5": { + "Dice": 0.0, + "FN": 14699, + "FP": 183, + "IoU": 0.0, + "TN": 131060310, + "TP": 0, + "n_pred": 183, + "n_ref": 14699 + }, + "6": { + "Dice": 0.5757066084101343, + "FN": 365101, + "FP": 1260507, + "IoU": 0.40420506884996676, + "TN": 128346723, + "TP": 1102861, + "n_pred": 2363368, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.03252893261958485, + "FN": 762423, + "FP": 114843, + "IoU": 0.016533372794597396, + "TN": 130183178, + "TP": 14748, + "n_pred": 129591, + "n_ref": 777171 + }, + "8": { + "Dice": 0.013153881723286404, + "FN": 126850, + "FP": 73762, + "IoU": 0.0066204833893705834, + "TN": 130873243, + "TP": 1337, + "n_pred": 75099, + "n_ref": 128187 + }, + "9": { + "Dice": 0.22205680631826333, + "FN": 41827, + "FP": 124344, + "IoU": 0.12489533248721608, + "TN": 130885305, + "TP": 23716, + "n_pred": 148060, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.16795904609161683, + "FN": 188257, + "FP": 82034, + "IoU": 0.0916786525613969, + "TN": 101319628, + "TP": 27281, + "n_pred": 109315, + "n_ref": 215538 + }, + "10": { + "Dice": 0.14974124034953762, + "FN": 40528, + "FP": 19604, + "IoU": 0.08092989132926773, + "TN": 101551773, + "TP": 5295, + "n_pred": 24899, + "n_ref": 45823 + }, + "11": { + "Dice": 0.29985007496251875, + "FN": 4059, + "FP": 144, + "IoU": 0.1763668430335097, + "TN": 101612097, + "TP": 900, + "n_pred": 1044, + "n_ref": 4959 + }, + "12": { + "Dice": 0.0, + "FN": 5490, + "FP": 196, + "IoU": 0.0, + "TN": 101611514, + "TP": 0, + "n_pred": 196, + "n_ref": 5490 + }, + "13": { + "Dice": 0.4259413800860649, + "FN": 30736, + "FP": 48371, + "IoU": 0.27060070997187774, + "TN": 101508745, + "TP": 29348, + "n_pred": 77719, + "n_ref": 60084 + }, + "14": { + "Dice": 0.5814605240047956, + "FN": 23698, + "FP": 31111, + "IoU": 0.4099008408608865, + "TN": 101524319, + "TP": 38072, + "n_pred": 69183, + "n_ref": 61770 + }, + "15": { + "Dice": 0.287893331107587, + "FN": 5672, + "FP": 130836, + "IoU": 0.1681515155208346, + "TN": 101453098, + "TP": 27594, + "n_pred": 158430, + "n_ref": 33266 + }, + "2": { + "Dice": 0.0, + "FN": 172343, + "FP": 17059, + "IoU": 0.0, + "TN": 101427798, + "TP": 0, + "n_pred": 17059, + "n_ref": 172343 + }, + "3": { + "Dice": 0.28462412256429676, + "FN": 124114, + "FP": 121496, + "IoU": 0.16592522158454173, + "TN": 101322730, + "TP": 48860, + "n_pred": 170356, + "n_ref": 172974 + }, + "4": { + "Dice": 0.04402229306269382, + "FN": 14183, + "FP": 73983, + "IoU": 0.022506541310035922, + "TN": 101527004, + "TP": 2030, + "n_pred": 76013, + "n_ref": 16213 + }, + "5": { + "Dice": 0.16119006668477112, + "FN": 27700, + "FP": 99, + "IoU": 0.08765999343616672, + "TN": 101586730, + "TP": 2671, + "n_pred": 2770, + "n_ref": 30371 + }, + "6": { + "Dice": 0.635400296948768, + "FN": 581507, + "FP": 511253, + "IoU": 0.4656312730597984, + "TN": 99572245, + "TP": 952195, + "n_pred": 1463448, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.1458488512003667, + "FN": 392195, + "FP": 25215, + "IoU": 0.07866071290616647, + "TN": 101164153, + "TP": 35637, + "n_pred": 60852, + "n_ref": 427832 + }, + "8": { + "Dice": 0.1381330640201467, + "FN": 210607, + "FP": 55653, + "IoU": 0.07419062090355602, + "TN": 101329603, + "TP": 21337, + "n_pred": 76990, + "n_ref": 231944 + }, + "9": { + "Dice": 0.29340330927910196, + "FN": 60872, + "FP": 36066, + "IoU": 0.1719230506389667, + "TN": 101500136, + "TP": 20126, + "n_pred": 56192, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.003897466646679658, + "FN": 211173, + "FP": 1467, + "IoU": 0.0019525382997897267, + "TN": 118969156, + "TP": 416, + "n_pred": 1883, + "n_ref": 211589 + }, + "10": { + "Dice": 0.29100972002009, + "FN": 65973, + "FP": 6020, + "IoU": 0.1702816706619952, + "TN": 119095444, + "TP": 14775, + "n_pred": 20795, + "n_ref": 80748 + }, + "11": { + "Dice": 0.0, + "FN": 4038, + "FP": 582, + "IoU": 0.0, + "TN": 119177592, + "TP": 0, + "n_pred": 582, + "n_ref": 4038 + }, + "12": { + "Dice": 0.0, + "FN": 4135, + "FP": 5, + "IoU": 0.0, + "TN": 119178072, + "TP": 0, + "n_pred": 5, + "n_ref": 4135 + }, + "13": { + "Dice": 0.16311377245508982, + "FN": 27627, + "FP": 28277, + "IoU": 0.08879906115530056, + "TN": 119120860, + "TP": 5448, + "n_pred": 33725, + "n_ref": 33075 + }, + "14": { + "Dice": 0.00025730564234515714, + "FN": 65853, + "FP": 42939, + "IoU": 0.00012866937485065161, + "TN": 119073406, + "TP": 14, + "n_pred": 42953, + "n_ref": 65867 + }, + "15": { + "Dice": 0.0, + "FN": 20720, + "FP": 149533, + "IoU": 0.0, + "TN": 119011959, + "TP": 0, + "n_pred": 149533, + "n_ref": 20720 + }, + "2": { + "Dice": 0.42632887873890785, + "FN": 83345, + "FP": 213068, + "IoU": 0.27091358097571294, + "TN": 118775658, + "TP": 110141, + "n_pred": 323209, + "n_ref": 193486 + }, + "3": { + "Dice": 0.05851741589758857, + "FN": 189629, + "FP": 47554, + "IoU": 0.030140582448048285, + "TN": 118937658, + "TP": 7371, + "n_pred": 54925, + "n_ref": 197000 + }, + "4": { + "Dice": 0.11398425541220206, + "FN": 39167, + "FP": 25661, + "IoU": 0.060436534392301226, + "TN": 119113214, + "TP": 4170, + "n_pred": 29831, + "n_ref": 43337 + }, + "5": { + "Dice": 0.0033799008562415502, + "FN": 17692, + "FP": 0, + "IoU": 0.0016928111951247037, + "TN": 119164490, + "TP": 30, + "n_pred": 30, + "n_ref": 17722 + }, + "6": { + "Dice": 0.6245000709119274, + "FN": 770172, + "FP": 394794, + "IoU": 0.45401679615204177, + "TN": 117048509, + "TP": 968737, + "n_pred": 1363531, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.1708588364883433, + "FN": 267534, + "FP": 24526, + "IoU": 0.09340932230748218, + "TN": 118860060, + "TP": 30092, + "n_pred": 54618, + "n_ref": 297626 + }, + "8": { + "Dice": 0.011317892771716936, + "FN": 81582, + "FP": 20100, + "IoU": 0.005691152311663929, + "TN": 119079948, + "TP": 582, + "n_pred": 20682, + "n_ref": 82164 + }, + "9": { + "Dice": 0.4239391906615451, + "FN": 35911, + "FP": 98912, + "IoU": 0.2689865696485987, + "TN": 118997779, + "TP": 49610, + "n_pred": 148522, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 10529, + "IoU": 0.0, + "TN": 61321951, + "TP": 0, + "n_pred": 10529, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 34428, + "FP": 1141, + "IoU": 0.0, + "TN": 61296911, + "TP": 0, + "n_pred": 1141, + "n_ref": 34428 + }, + "11": { + "Dice": 0.04054376341521584, + "FN": 3779, + "FP": 244, + "IoU": 0.020691333982473224, + "TN": 61328372, + "TP": 85, + "n_pred": 329, + "n_ref": 3864 + }, + "12": { + "Dice": 0.0, + "FN": 4850, + "FP": 269, + "IoU": 0.0, + "TN": 61327361, + "TP": 0, + "n_pred": 269, + "n_ref": 4850 + }, + "13": { + "Dice": 0.2186258358368059, + "FN": 44800, + "FP": 11641, + "IoU": 0.12272875639212273, + "TN": 61268143, + "TP": 7896, + "n_pred": 19537, + "n_ref": 52696 + }, + "14": { + "Dice": 0.34490487942603754, + "FN": 210412, + "FP": 18133, + "IoU": 0.2083897627022365, + "TN": 61043771, + "TP": 60164, + "n_pred": 78297, + "n_ref": 270576 + }, + "15": { + "Dice": 0.5261560135426845, + "FN": 40339, + "FP": 63928, + "IoU": 0.35699573250450184, + "TN": 61170324, + "TP": 57889, + "n_pred": 121817, + "n_ref": 98228 + }, + "2": { + "Dice": 0.24172992524552714, + "FN": 125388, + "FP": 97667, + "IoU": 0.13748168083864057, + "TN": 61073871, + "TP": 35554, + "n_pred": 133221, + "n_ref": 160942 + }, + "3": { + "Dice": 0.282183316168898, + "FN": 101108, + "FP": 38989, + "IoU": 0.1642685851318945, + "TN": 61164846, + "TP": 27537, + "n_pred": 66526, + "n_ref": 128645 + }, + "4": { + "Dice": 0.5927299820865237, + "FN": 23494, + "FP": 2197, + "IoU": 0.42119136664714096, + "TN": 61288094, + "TP": 18695, + "n_pred": 20892, + "n_ref": 42189 + }, + "5": { + "Dice": 0.0, + "FN": 8572, + "FP": 0, + "IoU": 0.0, + "TN": 61323908, + "TP": 0, + "n_pred": 0, + "n_ref": 8572 + }, + "6": { + "Dice": 0.5620098950796514, + "FN": 666633, + "FP": 174195, + "IoU": 0.3908301546419761, + "TN": 59952195, + "TP": 539457, + "n_pred": 713652, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.06933294220673054, + "FN": 196191, + "FP": 19546, + "IoU": 0.03591139234849602, + "TN": 61108707, + "TP": 8036, + "n_pred": 27582, + "n_ref": 204227 + }, + "8": { + "Dice": 0.02862728206487525, + "FN": 80917, + "FP": 7034, + "IoU": 0.014521496520891458, + "TN": 61243233, + "TP": 1296, + "n_pred": 8330, + "n_ref": 82213 + }, + "9": { + "Dice": 0.40522916836641837, + "FN": 31090, + "FP": 63679, + "IoU": 0.25409868322668494, + "TN": 61205427, + "TP": 32284, + "n_pred": 95963, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4213255451555438, + "FN": 114835, + "FP": 56356, + "IoU": 0.26688564185138236, + "TN": 148873988, + "TP": 62321, + "n_pred": 118677, + "n_ref": 177156 + }, + "10": { + "Dice": 0.13840437257820756, + "FN": 66712, + "FP": 9111, + "IoU": 0.07434717322036795, + "TN": 149025587, + "TP": 6090, + "n_pred": 15201, + "n_ref": 72802 + }, + "11": { + "Dice": 0.0, + "FN": 2604, + "FP": 371, + "IoU": 0.0, + "TN": 149104525, + "TP": 0, + "n_pred": 371, + "n_ref": 2604 + }, + "12": { + "Dice": 0.027522935779816515, + "FN": 2046, + "FP": 1558, + "IoU": 0.013953488372093023, + "TN": 149103845, + "TP": 51, + "n_pred": 1609, + "n_ref": 2097 + }, + "13": { + "Dice": 0.004138389093726849, + "FN": 84124, + "FP": 32827, + "IoU": 0.0020734849906991824, + "TN": 148990306, + "TP": 243, + "n_pred": 33070, + "n_ref": 84367 + }, + "14": { + "Dice": 0.4397955647955648, + "FN": 47373, + "FP": 69033, + "IoU": 0.2818832935428349, + "TN": 148945401, + "TP": 45693, + "n_pred": 114726, + "n_ref": 93066 + }, + "15": { + "Dice": 0.2836009915930157, + "FN": 16993, + "FP": 89355, + "IoU": 0.1652302233944018, + "TN": 148980102, + "TP": 21050, + "n_pred": 110405, + "n_ref": 38043 + }, + "2": { + "Dice": 0.0, + "FN": 157004, + "FP": 113199, + "IoU": 0.0, + "TN": 148837297, + "TP": 0, + "n_pred": 113199, + "n_ref": 157004 + }, + "3": { + "Dice": 0.09299894106135143, + "FN": 53148, + "FP": 82182, + "IoU": 0.048767115584671186, + "TN": 148965232, + "TP": 6938, + "n_pred": 89120, + "n_ref": 60086 + }, + "4": { + "Dice": 0.5423158983642594, + "FN": 13251, + "FP": 7986, + "IoU": 0.3720393861438836, + "TN": 149073681, + "TP": 12582, + "n_pred": 20568, + "n_ref": 25833 + }, + "5": { + "Dice": 0.0, + "FN": 33716, + "FP": 0, + "IoU": 0.0, + "TN": 149073784, + "TP": 0, + "n_pred": 0, + "n_ref": 33716 + }, + "6": { + "Dice": 0.6488362343899533, + "FN": 441298, + "FP": 278265, + "IoU": 0.480205472426213, + "TN": 147723178, + "TP": 664759, + "n_pred": 943024, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.008087695589839275, + "FN": 273954, + "FP": 15242, + "IoU": 0.004060266896254843, + "TN": 148817125, + "TP": 1179, + "n_pred": 16421, + "n_ref": 275133 + }, + "8": { + "Dice": 0.22812603404536932, + "FN": 198043, + "FP": 11899, + "IoU": 0.12874845413875816, + "TN": 148866534, + "TP": 31024, + "n_pred": 42923, + "n_ref": 229067 + }, + "9": { + "Dice": 0.20476097650471856, + "FN": 69630, + "FP": 69074, + "IoU": 0.11405777939589042, + "TN": 148950939, + "TP": 17857, + "n_pred": 86931, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0003183174206972316, + "FN": 515022, + "FP": 23, + "IoU": 0.00015918404587606552, + "TN": 100197673, + "TP": 82, + "n_pred": 105, + "n_ref": 515104 + }, + "10": { + "Dice": 0.015428298615473528, + "FN": 38164, + "FP": 1019, + "IoU": 0.00777412003038744, + "TN": 100673310, + "TP": 307, + "n_pred": 1326, + "n_ref": 38471 + }, + "11": { + "Dice": 0.0, + "FN": 3481, + "FP": 0, + "IoU": 0.0, + "TN": 100709319, + "TP": 0, + "n_pred": 0, + "n_ref": 3481 + }, + "12": { + "Dice": 0.03126465530717524, + "FN": 5773, + "FP": 424, + "IoU": 0.01588057805304113, + "TN": 100706503, + "TP": 100, + "n_pred": 524, + "n_ref": 5873 + }, + "13": { + "Dice": 0.0, + "FN": 39155, + "FP": 5741, + "IoU": 0.0, + "TN": 100667904, + "TP": 0, + "n_pred": 5741, + "n_ref": 39155 + }, + "14": { + "Dice": 0.06708573390819947, + "FN": 146862, + "FP": 48744, + "IoU": 0.03470704059929234, + "TN": 100510161, + "TP": 7033, + "n_pred": 55777, + "n_ref": 153895 + }, + "15": { + "Dice": 0.4397134603785963, + "FN": 32932, + "FP": 125921, + "IoU": 0.2818158390863839, + "TN": 100491613, + "TP": 62334, + "n_pred": 188255, + "n_ref": 95266 + }, + "2": { + "Dice": 0.0008931229532598987, + "FN": 233027, + "FP": 55589, + "IoU": 0.0004467609828741623, + "TN": 100424055, + "TP": 129, + "n_pred": 55718, + "n_ref": 233156 + }, + "3": { + "Dice": 0.009018070561239124, + "FN": 222766, + "FP": 36351, + "IoU": 0.004529458770015675, + "TN": 100452504, + "TP": 1179, + "n_pred": 37530, + "n_ref": 223945 + }, + "4": { + "Dice": 0.0004430519953163075, + "FN": 57638, + "FP": 5532, + "IoU": 0.0002215750822993163, + "TN": 100649616, + "TP": 14, + "n_pred": 5546, + "n_ref": 57652 + }, + "5": { + "Dice": 0.0, + "FN": 16473, + "FP": 0, + "IoU": 0.0, + "TN": 100696327, + "TP": 0, + "n_pred": 0, + "n_ref": 16473 + }, + "6": { + "Dice": 0.23898853867091702, + "FN": 1767707, + "FP": 208967, + "IoU": 0.1357109501664151, + "TN": 98425748, + "TP": 310378, + "n_pred": 519345, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.0, + "FN": 172298, + "FP": 34586, + "IoU": 0.0, + "TN": 100505916, + "TP": 0, + "n_pred": 34586, + "n_ref": 172298 + }, + "8": { + "Dice": 0.0, + "FN": 106000, + "FP": 33629, + "IoU": 0.0, + "TN": 100573171, + "TP": 0, + "n_pred": 33629, + "n_ref": 106000 + }, + "9": { + "Dice": 0.24710442655561546, + "FN": 75272, + "FP": 86718, + "IoU": 0.1409692798014562, + "TN": 100524227, + "TP": 26583, + "n_pred": 113301, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.04843592330978809, + "FN": 75482, + "FP": 16932, + "IoU": 0.02481902792140641, + "TN": 78855934, + "TP": 2352, + "n_pred": 19284, + "n_ref": 77834 + }, + "10": { + "Dice": 0.0744770478781022, + "FN": 37397, + "FP": 1052, + "IoU": 0.038678867886788676, + "TN": 78910704, + "TP": 1547, + "n_pred": 2599, + "n_ref": 38944 + }, + "11": { + "Dice": 0.11374014113740141, + "FN": 1231, + "FP": 904, + "IoU": 0.06029929577464789, + "TN": 78948428, + "TP": 137, + "n_pred": 1041, + "n_ref": 1368 + }, + "12": { + "Dice": 0.0, + "FN": 2560, + "FP": 26, + "IoU": 0.0, + "TN": 78948114, + "TP": 0, + "n_pred": 26, + "n_ref": 2560 + }, + "13": { + "Dice": 0.0, + "FN": 59405, + "FP": 3425, + "IoU": 0.0, + "TN": 78887870, + "TP": 0, + "n_pred": 3425, + "n_ref": 59405 + }, + "14": { + "Dice": 0.08397370916582192, + "FN": 24701, + "FP": 31325, + "IoU": 0.043827013004744515, + "TN": 78892106, + "TP": 2568, + "n_pred": 33893, + "n_ref": 27269 + }, + "15": { + "Dice": 0.7682547340489687, + "FN": 11347, + "FP": 17474, + "IoU": 0.6237123496925306, + "TN": 78874107, + "TP": 47772, + "n_pred": 65246, + "n_ref": 59119 + }, + "2": { + "Dice": 0.072881344178854, + "FN": 94866, + "FP": 38831, + "IoU": 0.03781881513040474, + "TN": 78811748, + "TP": 5255, + "n_pred": 44086, + "n_ref": 100121 + }, + "3": { + "Dice": 0.3708942461521487, + "FN": 51061, + "FP": 62977, + "IoU": 0.2276673845612039, + "TN": 78803046, + "TP": 33616, + "n_pred": 96593, + "n_ref": 84677 + }, + "4": { + "Dice": 0.0, + "FN": 17128, + "FP": 3743, + "IoU": 0.0, + "TN": 78929829, + "TP": 0, + "n_pred": 3743, + "n_ref": 17128 + }, + "5": { + "Dice": 0.0, + "FN": 34798, + "FP": 0, + "IoU": 0.0, + "TN": 78915902, + "TP": 0, + "n_pred": 0, + "n_ref": 34798 + }, + "6": { + "Dice": 0.5197156670209105, + "FN": 433716, + "FP": 71546, + "IoU": 0.3510917838162731, + "TN": 78172066, + "TP": 273372, + "n_pred": 344918, + "n_ref": 707088 + }, + "7": { + "Dice": 0.001431391495264226, + "FN": 720596, + "FP": 744, + "IoU": 0.0007162083348918138, + "TN": 78228843, + "TP": 517, + "n_pred": 1261, + "n_ref": 721113 + }, + "8": { + "Dice": 0.07806125453184276, + "FN": 317188, + "FP": 11615, + "IoU": 0.04061589096734097, + "TN": 78607977, + "TP": 13920, + "n_pred": 25535, + "n_ref": 331108 + }, + "9": { + "Dice": 0.054583488737898714, + "FN": 55365, + "FP": 2936, + "IoU": 0.02805748199519872, + "TN": 78890716, + "TP": 1683, + "n_pred": 4619, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.34114449607354436, + "FN": 93725, + "FP": 116695, + "IoU": 0.2056505194491423, + "TN": 104739544, + "TP": 54476, + "n_pred": 171171, + "n_ref": 148201 + }, + "10": { + "Dice": 0.33671940995662697, + "FN": 63517, + "FP": 29920, + "IoU": 0.2024429383546443, + "TN": 104887286, + "TP": 23717, + "n_pred": 53637, + "n_ref": 87234 + }, + "11": { + "Dice": 0.1841620626151013, + "FN": 3881, + "FP": 106, + "IoU": 0.10141987829614604, + "TN": 105000003, + "TP": 450, + "n_pred": 556, + "n_ref": 4331 + }, + "12": { + "Dice": 0.0004104247896572953, + "FN": 4832, + "FP": 39, + "IoU": 0.00020525451559934318, + "TN": 104999568, + "TP": 1, + "n_pred": 40, + "n_ref": 4833 + }, + "13": { + "Dice": 0.24988048054531714, + "FN": 61615, + "FP": 35665, + "IoU": 0.14277909466616145, + "TN": 104890957, + "TP": 16203, + "n_pred": 51868, + "n_ref": 77818 + }, + "14": { + "Dice": 0.7446722242044828, + "FN": 24167, + "FP": 7319, + "IoU": 0.59320939005956, + "TN": 104927039, + "TP": 45915, + "n_pred": 53234, + "n_ref": 70082 + }, + "15": { + "Dice": 0.024129212033644667, + "FN": 23191, + "FP": 71366, + "IoU": 0.01221193824039446, + "TN": 104908714, + "TP": 1169, + "n_pred": 72535, + "n_ref": 24360 + }, + "2": { + "Dice": 0.0, + "FN": 170750, + "FP": 13259, + "IoU": 0.0, + "TN": 104820431, + "TP": 0, + "n_pred": 13259, + "n_ref": 170750 + }, + "3": { + "Dice": 0.2631509329453295, + "FN": 121712, + "FP": 56548, + "IoU": 0.1515105359106292, + "TN": 104794349, + "TP": 31831, + "n_pred": 88379, + "n_ref": 153543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 31219, + "IoU": 0.0, + "TN": 104973221, + "TP": 0, + "n_pred": 31219, + "n_ref": 0 + }, + "5": { + "Dice": 0.018118193413349904, + "FN": 29803, + "FP": 220, + "IoU": 0.009141914191419142, + "TN": 104974140, + "TP": 277, + "n_pred": 497, + "n_ref": 30080 + }, + "6": { + "Dice": 0.7245823623723117, + "FN": 204333, + "FP": 579854, + "IoU": 0.5681138013114313, + "TN": 103188714, + "TP": 1031539, + "n_pred": 1611393, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.19577820722461722, + "FN": 202435, + "FP": 24785, + "IoU": 0.10851116420861827, + "TN": 104749563, + "TP": 27657, + "n_pred": 52442, + "n_ref": 230092 + }, + "8": { + "Dice": 0.20255527735818257, + "FN": 322128, + "FP": 24715, + "IoU": 0.11269068517471534, + "TN": 104613547, + "TP": 44050, + "n_pred": 68765, + "n_ref": 366178 + }, + "9": { + "Dice": 0.29192127915842514, + "FN": 67136, + "FP": 61022, + "IoU": 0.1709062208881068, + "TN": 104849864, + "TP": 26418, + "n_pred": 87440, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.2658400427437036, + "FN": 331546, + "FP": 146630, + "IoU": 0.15329614873837982, + "TN": 177111538, + "TP": 86574, + "n_pred": 233204, + "n_ref": 418120 + }, + "10": { + "Dice": 0.05867460056357369, + "FN": 67859, + "FP": 63759, + "IoU": 0.030223990568818155, + "TN": 177540568, + "TP": 4102, + "n_pred": 67861, + "n_ref": 71961 + }, + "11": { + "Dice": 0.18036444775009297, + "FN": 4258, + "FP": 150, + "IoU": 0.0991211935417944, + "TN": 177671395, + "TP": 485, + "n_pred": 635, + "n_ref": 4743 + }, + "12": { + "Dice": 0.031114084978253596, + "FN": 5105, + "FP": 687, + "IoU": 0.015802888700084963, + "TN": 177670403, + "TP": 93, + "n_pred": 780, + "n_ref": 5198 + }, + "13": { + "Dice": 0.19011134877131206, + "FN": 63262, + "FP": 54495, + "IoU": 0.1050403562905653, + "TN": 177544710, + "TP": 13821, + "n_pred": 68316, + "n_ref": 77083 + }, + "14": { + "Dice": 0.49974298790494887, + "FN": 35898, + "FP": 44879, + "IoU": 0.3331049172748588, + "TN": 177555164, + "TP": 40347, + "n_pred": 85226, + "n_ref": 76245 + }, + "15": { + "Dice": 0.1086380498145204, + "FN": 11484, + "FP": 180264, + "IoU": 0.05743905855982068, + "TN": 177472855, + "TP": 11685, + "n_pred": 191949, + "n_ref": 23169 + }, + "2": { + "Dice": 0.0, + "FN": 214366, + "FP": 29299, + "IoU": 0.0, + "TN": 177432623, + "TP": 0, + "n_pred": 29299, + "n_ref": 214366 + }, + "3": { + "Dice": 0.1929312060608006, + "FN": 176995, + "FP": 74415, + "IoU": 0.10676472678178071, + "TN": 177394828, + "TP": 30050, + "n_pred": 104465, + "n_ref": 207045 + }, + "4": { + "Dice": 0.17090969597565903, + "FN": 23648, + "FP": 80989, + "IoU": 0.09343972552892862, + "TN": 177560866, + "TP": 10785, + "n_pred": 91774, + "n_ref": 34433 + }, + "5": { + "Dice": 0.001010802956598648, + "FN": 31165, + "FP": 461, + "IoU": 0.0005056570381138993, + "TN": 177644646, + "TP": 16, + "n_pred": 477, + "n_ref": 31181 + }, + "6": { + "Dice": 0.6942911536794644, + "FN": 412628, + "FP": 814037, + "IoU": 0.5317350461674243, + "TN": 175056692, + "TP": 1392931, + "n_pred": 2206968, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.11450870531913107, + "FN": 344316, + "FP": 24871, + "IoU": 0.06073149509741565, + "TN": 177283230, + "TP": 23871, + "n_pred": 48742, + "n_ref": 368187 + }, + "8": { + "Dice": 0.34644857892526665, + "FN": 141282, + "FP": 78159, + "IoU": 0.2095178743822135, + "TN": 177398684, + "TP": 58163, + "n_pred": 136322, + "n_ref": 199445 + }, + "9": { + "Dice": 0.22105151562104988, + "FN": 108118, + "FP": 82916, + "IoU": 0.12425964976620518, + "TN": 177458148, + "TP": 27106, + "n_pred": 110022, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.48140271689596803, + "FN": 126056, + "FP": 5383, + "IoU": 0.31700485853100885, + "TN": 193813090, + "TP": 61006, + "n_pred": 66389, + "n_ref": 187062 + }, + "10": { + "Dice": 0.3655988528749035, + "FN": 63844, + "FP": 16678, + "IoU": 0.22368979214068105, + "TN": 193901811, + "TP": 23202, + "n_pred": 39880, + "n_ref": 87046 + }, + "11": { + "Dice": 0.0, + "FN": 3112, + "FP": 195, + "IoU": 0.0, + "TN": 194002228, + "TP": 0, + "n_pred": 195, + "n_ref": 3112 + }, + "12": { + "Dice": 0.05599647266313933, + "FN": 3823, + "FP": 459, + "IoU": 0.028804717623043773, + "TN": 194001126, + "TP": 127, + "n_pred": 586, + "n_ref": 3950 + }, + "13": { + "Dice": 0.09911428774962601, + "FN": 62703, + "FP": 13175, + "IoU": 0.05214110827961825, + "TN": 193925483, + "TP": 4174, + "n_pred": 17349, + "n_ref": 66877 + }, + "14": { + "Dice": 0.4451589892726824, + "FN": 35338, + "FP": 65779, + "IoU": 0.28630515030243997, + "TN": 193863854, + "TP": 40564, + "n_pred": 106343, + "n_ref": 75902 + }, + "15": { + "Dice": 0.1512699337519691, + "FN": 10451, + "FP": 107542, + "IoU": 0.08182369969184798, + "TN": 193877027, + "TP": 10515, + "n_pred": 118057, + "n_ref": 20966 + }, + "2": { + "Dice": 1.1587686923874691e-05, + "FN": 138898, + "FP": 33697, + "IoU": 5.7938770307539e-06, + "TN": 193832939, + "TP": 1, + "n_pred": 33698, + "n_ref": 138899 + }, + "3": { + "Dice": 0.24163139960137817, + "FN": 102610, + "FP": 97911, + "IoU": 0.13741794498980497, + "TN": 193773069, + "TP": 31945, + "n_pred": 129856, + "n_ref": 134555 + }, + "4": { + "Dice": 0.49121520629459375, + "FN": 12320, + "FP": 5721, + "IoU": 0.3255700934579439, + "TN": 193978785, + "TP": 8709, + "n_pred": 14430, + "n_ref": 21029 + }, + "5": { + "Dice": 0.01916609409467327, + "FN": 27005, + "FP": 118, + "IoU": 0.009675770410398715, + "TN": 193978147, + "TP": 265, + "n_pred": 383, + "n_ref": 27270 + }, + "6": { + "Dice": 0.5772368807787783, + "FN": 733168, + "FP": 221908, + "IoU": 0.4057153808532377, + "TN": 192398433, + "TP": 652026, + "n_pred": 873934, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.01864605978674559, + "FN": 318910, + "FP": 3400, + "IoU": 0.0094107667531318, + "TN": 193680163, + "TP": 3062, + "n_pred": 6462, + "n_ref": 321972 + }, + "8": { + "Dice": 0.1260295049325731, + "FN": 224692, + "FP": 7064, + "IoU": 0.06725266233609427, + "TN": 193757069, + "TP": 16710, + "n_pred": 23774, + "n_ref": 241402 + }, + "9": { + "Dice": 0.1870282144381248, + "FN": 85050, + "FP": 31157, + "IoU": 0.1031611280040749, + "TN": 193875961, + "TP": 13367, + "n_pred": 44524, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.020246593121349774, + "FN": 113127, + "FP": 15206, + "IoU": 0.010226825750622788, + "TN": 99526141, + "TP": 1326, + "n_pred": 16532, + "n_ref": 114453 + }, + "10": { + "Dice": 0.06831026656579592, + "FN": 68615, + "FP": 15129, + "IoU": 0.03536295989126178, + "TN": 99568986, + "TP": 3070, + "n_pred": 18199, + "n_ref": 71685 + }, + "11": { + "Dice": 0.0, + "FN": 3642, + "FP": 2, + "IoU": 0.0, + "TN": 99652156, + "TP": 0, + "n_pred": 2, + "n_ref": 3642 + }, + "12": { + "Dice": 0.0, + "FN": 3568, + "FP": 1155, + "IoU": 0.0, + "TN": 99651077, + "TP": 0, + "n_pred": 1155, + "n_ref": 3568 + }, + "13": { + "Dice": 0.018667615136719804, + "FN": 44565, + "FP": 46484, + "IoU": 0.009421748354457924, + "TN": 99563885, + "TP": 866, + "n_pred": 47350, + "n_ref": 45431 + }, + "14": { + "Dice": 0.15176264544209195, + "FN": 45388, + "FP": 52446, + "IoU": 0.08211209727356313, + "TN": 99549214, + "TP": 8752, + "n_pred": 61198, + "n_ref": 54140 + }, + "15": { + "Dice": 0.099685726443582, + "FN": 28225, + "FP": 147384, + "IoU": 0.05245749496846183, + "TN": 99470469, + "TP": 9722, + "n_pred": 157106, + "n_ref": 37947 + }, + "2": { + "Dice": 0.41226140929350047, + "FN": 54675, + "FP": 116622, + "IoU": 0.25965320217483384, + "TN": 99424426, + "TP": 60077, + "n_pred": 176699, + "n_ref": 114752 + }, + "3": { + "Dice": 0.1075167825641952, + "FN": 114880, + "FP": 33357, + "IoU": 0.056812542152882936, + "TN": 99498634, + "TP": 8929, + "n_pred": 42286, + "n_ref": 123809 + }, + "4": { + "Dice": 0.4297041191258944, + "FN": 12240, + "FP": 5454, + "IoU": 0.27364532019704435, + "TN": 99631440, + "TP": 6666, + "n_pred": 12120, + "n_ref": 18906 + }, + "5": { + "Dice": 0.0, + "FN": 6966, + "FP": 0, + "IoU": 0.0, + "TN": 99648834, + "TP": 0, + "n_pred": 0, + "n_ref": 6966 + }, + "6": { + "Dice": 0.7557895037117833, + "FN": 347314, + "FP": 303316, + "IoU": 0.607445047254052, + "TN": 97998376, + "TP": 1006794, + "n_pred": 1310110, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.06793877572910298, + "FN": 160639, + "FP": 13155, + "IoU": 0.035163883460650205, + "TN": 99475672, + "TP": 6334, + "n_pred": 19489, + "n_ref": 166973 + }, + "8": { + "Dice": 0.2240347900986875, + "FN": 79594, + "FP": 68149, + "IoU": 0.12614818626494195, + "TN": 99486729, + "TP": 21328, + "n_pred": 89477, + "n_ref": 100922 + }, + "9": { + "Dice": 0.31121811674400846, + "FN": 71491, + "FP": 34932, + "IoU": 0.18428556098906995, + "TN": 99525334, + "TP": 24043, + "n_pred": 58975, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.2921709655797542, + "FN": 362790, + "FP": 44836, + "IoU": 0.17107740862301068, + "TN": 62591766, + "TP": 84128, + "n_pred": 128964, + "n_ref": 446918 + }, + "10": { + "Dice": 0.21416059740020282, + "FN": 61553, + "FP": 6639, + "IoU": 0.11992153218729028, + "TN": 63006036, + "TP": 9292, + "n_pred": 15931, + "n_ref": 70845 + }, + "11": { + "Dice": 0.0, + "FN": 3545, + "FP": 314, + "IoU": 0.0, + "TN": 63079661, + "TP": 0, + "n_pred": 314, + "n_ref": 3545 + }, + "12": { + "Dice": 0.0, + "FN": 3502, + "FP": 0, + "IoU": 0.0, + "TN": 63080018, + "TP": 0, + "n_pred": 0, + "n_ref": 3502 + }, + "13": { + "Dice": 0.014154774335769811, + "FN": 45289, + "FP": 5693, + "IoU": 0.007127833605982706, + "TN": 63032172, + "TP": 366, + "n_pred": 6059, + "n_ref": 45655 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 18167, + "IoU": 0.0, + "TN": 63065353, + "TP": 0, + "n_pred": 18167, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 55741, + "IoU": 0.0, + "TN": 63027779, + "TP": 0, + "n_pred": 55741, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 123972, + "FP": 7341, + "IoU": 0.0, + "TN": 62952207, + "TP": 0, + "n_pred": 7341, + "n_ref": 123972 + }, + "3": { + "Dice": 0.4653033167210861, + "FN": 66668, + "FP": 73345, + "IoU": 0.30318910687091283, + "TN": 62882586, + "TP": 60921, + "n_pred": 134266, + "n_ref": 127589 + }, + "4": { + "Dice": 0.0, + "FN": 18029, + "FP": 2117, + "IoU": 0.0, + "TN": 63063374, + "TP": 0, + "n_pred": 2117, + "n_ref": 18029 + }, + "5": { + "Dice": 0.011344562134629855, + "FN": 16856, + "FP": 225, + "IoU": 0.005704639385296001, + "TN": 63066341, + "TP": 98, + "n_pred": 323, + "n_ref": 16954 + }, + "6": { + "Dice": 0.4404634570388399, + "FN": 726724, + "FP": 297027, + "IoU": 0.28243227709336816, + "TN": 61656824, + "TP": 402945, + "n_pred": 699972, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.07568454635176387, + "FN": 150062, + "FP": 11024, + "IoU": 0.03933063376291888, + "TN": 62915839, + "TP": 6595, + "n_pred": 17619, + "n_ref": 156657 + }, + "8": { + "Dice": 0.02670785468352801, + "FN": 110298, + "FP": 10690, + "IoU": 0.013534668319092035, + "TN": 62960872, + "TP": 1660, + "n_pred": 12350, + "n_ref": 111958 + }, + "9": { + "Dice": 0.4892772041302621, + "FN": 23177, + "FP": 17975, + "IoU": 0.323869610935857, + "TN": 63022656, + "TP": 19712, + "n_pred": 37687, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.053840113263136175, + "FN": 303097, + "FP": 27039, + "IoU": 0.027664794465273954, + "TN": 109269289, + "TP": 9393, + "n_pred": 36432, + "n_ref": 312490 + }, + "10": { + "Dice": 0.24127517054665448, + "FN": 73268, + "FP": 18933, + "IoU": 0.13718756141155333, + "TN": 109501957, + "TP": 14660, + "n_pred": 33593, + "n_ref": 87928 + }, + "11": { + "Dice": 0.1456451029996386, + "FN": 4063, + "FP": 665, + "IoU": 0.07854219450399533, + "TN": 109603687, + "TP": 403, + "n_pred": 1068, + "n_ref": 4466 + }, + "12": { + "Dice": 0.0, + "FN": 4081, + "FP": 664, + "IoU": 0.0, + "TN": 109604073, + "TP": 0, + "n_pred": 664, + "n_ref": 4081 + }, + "13": { + "Dice": 0.08228165220931324, + "FN": 75524, + "FP": 41698, + "IoU": 0.04290601500689926, + "TN": 109486341, + "TP": 5255, + "n_pred": 46953, + "n_ref": 80779 + }, + "14": { + "Dice": 0.26012679500701197, + "FN": 63250, + "FP": 128261, + "IoU": 0.14950905287840233, + "TN": 109383641, + "TP": 33666, + "n_pred": 161927, + "n_ref": 96916 + }, + "15": { + "Dice": 0.37762631077216396, + "FN": 24315, + "FP": 236833, + "IoU": 0.23276160928860606, + "TN": 109268444, + "TP": 79226, + "n_pred": 316059, + "n_ref": 103541 + }, + "2": { + "Dice": 0.4348560496236768, + "FN": 129620, + "FP": 89861, + "IoU": 0.27783773468192496, + "TN": 109304896, + "TP": 84441, + "n_pred": 174302, + "n_ref": 214061 + }, + "3": { + "Dice": 0.34189437266115935, + "FN": 187580, + "FP": 36118, + "IoU": 0.2061957736732847, + "TN": 109327013, + "TP": 58107, + "n_pred": 94225, + "n_ref": 245687 + }, + "4": { + "Dice": 0.0011230227042682251, + "FN": 50214, + "FP": 84983, + "IoU": 0.0005618268242738758, + "TN": 109473545, + "TP": 76, + "n_pred": 85059, + "n_ref": 50290 + }, + "5": { + "Dice": 0.04849714180342984, + "FN": 10289, + "FP": 31, + "IoU": 0.024851176415005196, + "TN": 109598235, + "TP": 263, + "n_pred": 294, + "n_ref": 10552 + }, + "6": { + "Dice": 0.5905059565292251, + "FN": 350189, + "FP": 898430, + "IoU": 0.41894888400886593, + "TN": 107459921, + "TP": 900278, + "n_pred": 1798708, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.13687949211903686, + "FN": 1106593, + "FP": 45773, + "IoU": 0.07346786831020284, + "TN": 108365077, + "TP": 91375, + "n_pred": 137148, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.007993099482461184, + "FN": 88862, + "FP": 49146, + "IoU": 0.00401258624173667, + "TN": 109470254, + "TP": 556, + "n_pred": 49702, + "n_ref": 89418 + }, + "9": { + "Dice": 0.35462859544162695, + "FN": 23133, + "FP": 93585, + "IoU": 0.21553103114540348, + "TN": 109460032, + "TP": 32068, + "n_pred": 125653, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.04799806645463584, + "FN": 54407, + "FP": 118904, + "IoU": 0.024589149031967582, + "TN": 66889672, + "TP": 4369, + "n_pred": 123273, + "n_ref": 58776 + }, + "10": { + "Dice": 0.0, + "FN": 78796, + "FP": 5186, + "IoU": 0.0, + "TN": 66983370, + "TP": 0, + "n_pred": 5186, + "n_ref": 78796 + }, + "11": { + "Dice": 0.0, + "FN": 3126, + "FP": 0, + "IoU": 0.0, + "TN": 67064226, + "TP": 0, + "n_pred": 0, + "n_ref": 3126 + }, + "12": { + "Dice": 0.0, + "FN": 3311, + "FP": 148, + "IoU": 0.0, + "TN": 67063893, + "TP": 0, + "n_pred": 148, + "n_ref": 3311 + }, + "13": { + "Dice": 0.0, + "FN": 38211, + "FP": 3273, + "IoU": 0.0, + "TN": 67025868, + "TP": 0, + "n_pred": 3273, + "n_ref": 38211 + }, + "14": { + "Dice": 0.14417216908823066, + "FN": 65836, + "FP": 48613, + "IoU": 0.07768617685693333, + "TN": 66943263, + "TP": 9640, + "n_pred": 58253, + "n_ref": 75476 + }, + "15": { + "Dice": 0.16472393291708398, + "FN": 19767, + "FP": 97824, + "IoU": 0.08975430774232503, + "TN": 66938166, + "TP": 11595, + "n_pred": 109419, + "n_ref": 31362 + }, + "2": { + "Dice": 0.00015208474922650647, + "FN": 146022, + "FP": 64355, + "IoU": 7.604815749573417e-05, + "TN": 66856959, + "TP": 16, + "n_pred": 64371, + "n_ref": 146038 + }, + "3": { + "Dice": 0.3297734764439294, + "FN": 117402, + "FP": 57253, + "IoU": 0.19744236592639564, + "TN": 66849729, + "TP": 42968, + "n_pred": 100221, + "n_ref": 160370 + }, + "4": { + "Dice": 0.0, + "FN": 13039, + "FP": 564, + "IoU": 0.0, + "TN": 67053749, + "TP": 0, + "n_pred": 564, + "n_ref": 13039 + }, + "5": { + "Dice": 0.0, + "FN": 8921, + "FP": 2, + "IoU": 0.0, + "TN": 67058429, + "TP": 0, + "n_pred": 2, + "n_ref": 8921 + }, + "6": { + "Dice": 0.5875611477784074, + "FN": 556719, + "FP": 177722, + "IoU": 0.41599050242369495, + "TN": 65809768, + "TP": 523143, + "n_pred": 700865, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.0, + "FN": 351610, + "FP": 48, + "IoU": 0.0, + "TN": 66715694, + "TP": 0, + "n_pred": 48, + "n_ref": 351610 + }, + "8": { + "Dice": 0.40588182274699663, + "FN": 54192, + "FP": 38090, + "IoU": 0.25461212884882556, + "TN": 66943548, + "TP": 31522, + "n_pred": 69612, + "n_ref": 85714 + }, + "9": { + "Dice": 0.30232928528767666, + "FN": 62158, + "FP": 7930, + "IoU": 0.17808476206112062, + "TN": 66982078, + "TP": 15186, + "n_pred": 23116, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5015352183676275, + "FN": 109081, + "FP": 32320, + "IoU": 0.33469936999204847, + "TN": 74306743, + "TP": 71136, + "n_pred": 103456, + "n_ref": 180217 + }, + "10": { + "Dice": 0.010974801061007958, + "FN": 55818, + "FP": 3840, + "IoU": 0.005517678241010852, + "TN": 74459291, + "TP": 331, + "n_pred": 4171, + "n_ref": 56149 + }, + "11": { + "Dice": 0.0, + "FN": 3387, + "FP": 262, + "IoU": 0.0, + "TN": 74515631, + "TP": 0, + "n_pred": 262, + "n_ref": 3387 + }, + "12": { + "Dice": 0.0, + "FN": 2201, + "FP": 385, + "IoU": 0.0, + "TN": 74516694, + "TP": 0, + "n_pred": 385, + "n_ref": 2201 + }, + "13": { + "Dice": 0.0, + "FN": 42890, + "FP": 19438, + "IoU": 0.0, + "TN": 74456952, + "TP": 0, + "n_pred": 19438, + "n_ref": 42890 + }, + "14": { + "Dice": 0.1766613832701775, + "FN": 23510, + "FP": 54927, + "IoU": 0.09688896053055773, + "TN": 74432428, + "TP": 8415, + "n_pred": 63342, + "n_ref": 31925 + }, + "15": { + "Dice": 0.24689567088986825, + "FN": 14701, + "FP": 80822, + "IoU": 0.14083341578147346, + "TN": 74408099, + "TP": 15658, + "n_pred": 96480, + "n_ref": 30359 + }, + "2": { + "Dice": 0.00010884838409626155, + "FN": 140897, + "FP": 61197, + "IoU": 5.44271542020237e-05, + "TN": 74317175, + "TP": 11, + "n_pred": 61208, + "n_ref": 140908 + }, + "3": { + "Dice": 0.4110793462430552, + "FN": 87052, + "FP": 109472, + "IoU": 0.2587160946464338, + "TN": 74254167, + "TP": 68589, + "n_pred": 178061, + "n_ref": 155641 + }, + "4": { + "Dice": 0.0, + "FN": 13278, + "FP": 919, + "IoU": 0.0, + "TN": 74505083, + "TP": 0, + "n_pred": 919, + "n_ref": 13278 + }, + "5": { + "Dice": 0.005499901787468081, + "FN": 10126, + "FP": 0, + "IoU": 0.002757533976757928, + "TN": 74509126, + "TP": 28, + "n_pred": 28, + "n_ref": 10154 + }, + "6": { + "Dice": 0.435039180048083, + "FN": 1135008, + "FP": 88135, + "IoU": 0.27798726619970554, + "TN": 72825206, + "TP": 470931, + "n_pred": 559066, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.0, + "FN": 167191, + "FP": 2489, + "IoU": 0.0, + "TN": 74349600, + "TP": 0, + "n_pred": 2489, + "n_ref": 167191 + }, + "8": { + "Dice": 0.2774196275707552, + "FN": 51254, + "FP": 17118, + "IoU": 0.161048872964649, + "TN": 74437783, + "TP": 13125, + "n_pred": 30243, + "n_ref": 64379 + }, + "9": { + "Dice": 0.2039702413355108, + "FN": 78807, + "FP": 30866, + "IoU": 0.11356729494681711, + "TN": 74395556, + "TP": 14051, + "n_pred": 44917, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.10783150253380891, + "FN": 266613, + "FP": 3276, + "IoU": 0.05698831931627993, + "TN": 65764981, + "TP": 16310, + "n_pred": 19586, + "n_ref": 282923 + }, + "10": { + "Dice": 0.0854785739275678, + "FN": 79746, + "FP": 1287, + "IoU": 0.04464748879981136, + "TN": 65966360, + "TP": 3787, + "n_pred": 5074, + "n_ref": 83533 + }, + "11": { + "Dice": 0.001763279700242451, + "FN": 3633, + "FP": 896, + "IoU": 0.0008824178248400617, + "TN": 66046647, + "TP": 4, + "n_pred": 900, + "n_ref": 3637 + }, + "12": { + "Dice": 0.0, + "FN": 3026, + "FP": 2, + "IoU": 0.0, + "TN": 66048152, + "TP": 0, + "n_pred": 2, + "n_ref": 3026 + }, + "13": { + "Dice": 0.1192214469335292, + "FN": 43568, + "FP": 16391, + "IoU": 0.06338941218738772, + "TN": 65987163, + "TP": 4058, + "n_pred": 20449, + "n_ref": 47626 + }, + "14": { + "Dice": 0.44246179955898435, + "FN": 21648, + "FP": 71651, + "IoU": 0.28407765500306936, + "TN": 65920860, + "TP": 37021, + "n_pred": 108672, + "n_ref": 58669 + }, + "15": { + "Dice": 0.4087309372128321, + "FN": 4803, + "FP": 52462, + "IoU": 0.2568584702431934, + "TN": 65974122, + "TP": 19793, + "n_pred": 72255, + "n_ref": 24596 + }, + "2": { + "Dice": 0.5055719161384691, + "FN": 79141, + "FP": 47618, + "IoU": 0.33830461405148066, + "TN": 65859613, + "TP": 64808, + "n_pred": 112426, + "n_ref": 143949 + }, + "3": { + "Dice": 0.18191333277262234, + "FN": 137361, + "FP": 37721, + "IoU": 0.10005756934021424, + "TN": 65856632, + "TP": 19466, + "n_pred": 57187, + "n_ref": 156827 + }, + "4": { + "Dice": 0.6687070767393252, + "FN": 11612, + "FP": 6140, + "IoU": 0.5022989794774028, + "TN": 66015512, + "TP": 17916, + "n_pred": 24056, + "n_ref": 29528 + }, + "5": { + "Dice": 0.0, + "FN": 9979, + "FP": 0, + "IoU": 0.0, + "TN": 66041201, + "TP": 0, + "n_pred": 0, + "n_ref": 9979 + }, + "6": { + "Dice": 0.7021531570633035, + "FN": 183855, + "FP": 528463, + "IoU": 0.541013880709152, + "TN": 64499242, + "TP": 839620, + "n_pred": 1368083, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.1393078633223093, + "FN": 903281, + "FP": 1859, + "IoU": 0.07486884078042419, + "TN": 65072789, + "TP": 73251, + "n_pred": 75110, + "n_ref": 976532 + }, + "8": { + "Dice": 0.001772712883823995, + "FN": 81214, + "FP": 13388, + "IoU": 0.000887142766618085, + "TN": 65956494, + "TP": 84, + "n_pred": 13472, + "n_ref": 81298 + }, + "9": { + "Dice": 0.22797468278633062, + "FN": 51049, + "FP": 77880, + "IoU": 0.12865204609198122, + "TN": 65903215, + "TP": 19036, + "n_pred": 96916, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5338102565560026, + "FN": 87907, + "FP": 26916, + "IoU": 0.3640799282241003, + "TN": 113291978, + "TP": 65739, + "n_pred": 92655, + "n_ref": 153646 + }, + "10": { + "Dice": 0.24530043803649648, + "FN": 68078, + "FP": 8764, + "IoU": 0.13979626105451695, + "TN": 113383210, + "TP": 12488, + "n_pred": 21252, + "n_ref": 80566 + }, + "11": { + "Dice": 0.0, + "FN": 3230, + "FP": 444, + "IoU": 0.0, + "TN": 113468866, + "TP": 0, + "n_pred": 444, + "n_ref": 3230 + }, + "12": { + "Dice": 0.0, + "FN": 4083, + "FP": 1799, + "IoU": 0.0, + "TN": 113466658, + "TP": 0, + "n_pred": 1799, + "n_ref": 4083 + }, + "13": { + "Dice": 0.019973464707031853, + "FN": 75905, + "FP": 19382, + "IoU": 0.010087473248976709, + "TN": 113376282, + "TP": 971, + "n_pred": 20353, + "n_ref": 76876 + }, + "14": { + "Dice": 0.6213071618301762, + "FN": 139040, + "FP": 12795, + "IoU": 0.45064944462534823, + "TN": 113196150, + "TP": 124555, + "n_pred": 137350, + "n_ref": 263595 + }, + "15": { + "Dice": 0.2556673244453001, + "FN": 5947, + "FP": 86843, + "IoU": 0.14657027757850008, + "TN": 113363814, + "TP": 15936, + "n_pred": 102779, + "n_ref": 21883 + }, + "2": { + "Dice": 0.0, + "FN": 127088, + "FP": 19745, + "IoU": 0.0, + "TN": 113325707, + "TP": 0, + "n_pred": 19745, + "n_ref": 127088 + }, + "3": { + "Dice": 0.3422613058271284, + "FN": 83734, + "FP": 56807, + "IoU": 0.20646275980057255, + "TN": 113295433, + "TP": 36566, + "n_pred": 93373, + "n_ref": 120300 + }, + "4": { + "Dice": 0.6105653453614158, + "FN": 15119, + "FP": 5257, + "IoU": 0.43943437233486476, + "TN": 113436191, + "TP": 15973, + "n_pred": 21230, + "n_ref": 31092 + }, + "5": { + "Dice": 0.05451467927391584, + "FN": 31892, + "FP": 506, + "IoU": 0.028021120844833793, + "TN": 113439208, + "TP": 934, + "n_pred": 1440, + "n_ref": 32826 + }, + "6": { + "Dice": 0.715817036726986, + "FN": 408260, + "FP": 175628, + "IoU": 0.5574104759204823, + "TN": 112153286, + "TP": 735366, + "n_pred": 910994, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.02020893840218475, + "FN": 215693, + "FP": 10335, + "IoU": 0.010207611699122873, + "TN": 113244181, + "TP": 2331, + "n_pred": 12666, + "n_ref": 218024 + }, + "8": { + "Dice": 0.2438408825547775, + "FN": 177087, + "FP": 55410, + "IoU": 0.1388489688277824, + "TN": 113202556, + "TP": 37487, + "n_pred": 92897, + "n_ref": 214574 + }, + "9": { + "Dice": 0.11061406536225343, + "FN": 97906, + "FP": 36096, + "IoU": 0.05854498190887694, + "TN": 113330205, + "TP": 8333, + "n_pred": 44429, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.14639132564017446, + "FN": 104918, + "FP": 154795, + "IoU": 0.07897639219385566, + "TN": 74914745, + "TP": 22270, + "n_pred": 177065, + "n_ref": 127188 + }, + "10": { + "Dice": 0.11374191092500952, + "FN": 91838, + "FP": 36213, + "IoU": 0.06030029060381014, + "TN": 75060460, + "TP": 8217, + "n_pred": 44430, + "n_ref": 100055 + }, + "11": { + "Dice": 0.02848639455782313, + "FN": 3477, + "FP": 1093, + "IoU": 0.014448997196463231, + "TN": 75192091, + "TP": 67, + "n_pred": 1160, + "n_ref": 3544 + }, + "12": { + "Dice": 0.0, + "FN": 3106, + "FP": 330, + "IoU": 0.0, + "TN": 75193292, + "TP": 0, + "n_pred": 330, + "n_ref": 3106 + }, + "13": { + "Dice": 0.2551378322300168, + "FN": 44931, + "FP": 15379, + "IoU": 0.14622234176588003, + "TN": 75126089, + "TP": 10329, + "n_pred": 25708, + "n_ref": 55260 + }, + "14": { + "Dice": 0.662992536429333, + "FN": 63102, + "FP": 8015, + "IoU": 0.4958779621608977, + "TN": 75055657, + "TP": 69954, + "n_pred": 77969, + "n_ref": 133056 + }, + "15": { + "Dice": 0.3138371662551005, + "FN": 35240, + "FP": 133425, + "IoU": 0.18612506453963337, + "TN": 74989491, + "TP": 38572, + "n_pred": 171997, + "n_ref": 73812 + }, + "2": { + "Dice": 0.0, + "FN": 146312, + "FP": 42586, + "IoU": 0.0, + "TN": 75007830, + "TP": 0, + "n_pred": 42586, + "n_ref": 146312 + }, + "3": { + "Dice": 0.22279156366367306, + "FN": 119036, + "FP": 79662, + "IoU": 0.12536040180123867, + "TN": 74969551, + "TP": 28479, + "n_pred": 108141, + "n_ref": 147515 + }, + "4": { + "Dice": 0.5566943831664687, + "FN": 8560, + "FP": 17564, + "IoU": 0.3857079032144285, + "TN": 75154201, + "TP": 16403, + "n_pred": 33967, + "n_ref": 24963 + }, + "5": { + "Dice": 0.005955463490419472, + "FN": 7678, + "FP": 0, + "IoU": 0.0029866251136216075, + "TN": 75189027, + "TP": 23, + "n_pred": 23, + "n_ref": 7701 + }, + "6": { + "Dice": 0.7309957254840826, + "FN": 306987, + "FP": 391874, + "IoU": 0.5760388204861903, + "TN": 73548320, + "TP": 949547, + "n_pred": 1341421, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.17438785086596706, + "FN": 136484, + "FP": 8671, + "IoU": 0.09552294606972614, + "TN": 75036243, + "TP": 15330, + "n_pred": 24001, + "n_ref": 151814 + }, + "8": { + "Dice": 0.2992567764500146, + "FN": 64204, + "FP": 31966, + "IoU": 0.1759564714450966, + "TN": 75080023, + "TP": 20535, + "n_pred": 52501, + "n_ref": 84739 + }, + "9": { + "Dice": 0.03450619943510939, + "FN": 75431, + "FP": 25410, + "IoU": 0.017555995050807165, + "TN": 75094085, + "TP": 1802, + "n_pred": 27212, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.1538604407711173, + "FN": 197624, + "FP": 2829, + "IoU": 0.08334171704515314, + "TN": 86709194, + "TP": 18225, + "n_pred": 21054, + "n_ref": 215849 + }, + "10": { + "Dice": 0.25677663374658544, + "FN": 57830, + "FP": 5836, + "IoU": 0.14729990356798456, + "TN": 86853208, + "TP": 10998, + "n_pred": 16834, + "n_ref": 68828 + }, + "11": { + "Dice": 0.0, + "FN": 2590, + "FP": 286, + "IoU": 0.0, + "TN": 86924996, + "TP": 0, + "n_pred": 286, + "n_ref": 2590 + }, + "12": { + "Dice": 0.0, + "FN": 4915, + "FP": 1, + "IoU": 0.0, + "TN": 86922956, + "TP": 0, + "n_pred": 1, + "n_ref": 4915 + }, + "13": { + "Dice": 0.09749163879598662, + "FN": 49531, + "FP": 58409, + "IoU": 0.051243737364858925, + "TN": 86814102, + "TP": 5830, + "n_pred": 64239, + "n_ref": 55361 + }, + "14": { + "Dice": 0.4414548351444905, + "FN": 43934, + "FP": 55625, + "IoU": 0.2832480220009647, + "TN": 86788969, + "TP": 39344, + "n_pred": 94969, + "n_ref": 83278 + }, + "15": { + "Dice": 0.3848204604004503, + "FN": 106936, + "FP": 71204, + "IoU": 0.23825243631792078, + "TN": 86694015, + "TP": 55717, + "n_pred": 126921, + "n_ref": 162653 + }, + "2": { + "Dice": 0.4210470461042536, + "FN": 60739, + "FP": 113835, + "IoU": 0.26666218589059626, + "TN": 86689818, + "TP": 63480, + "n_pred": 177315, + "n_ref": 124219 + }, + "3": { + "Dice": 0.22625502195743125, + "FN": 143122, + "FP": 43113, + "IoU": 0.12755780834239028, + "TN": 86714408, + "TP": 27229, + "n_pred": 70342, + "n_ref": 170351 + }, + "4": { + "Dice": 0.16589834071627, + "FN": 10998, + "FP": 44549, + "IoU": 0.09045209673986017, + "TN": 86866801, + "TP": 5524, + "n_pred": 50073, + "n_ref": 16522 + }, + "5": { + "Dice": 0.0, + "FN": 5473, + "FP": 0, + "IoU": 0.0, + "TN": 86922399, + "TP": 0, + "n_pred": 0, + "n_ref": 5473 + }, + "6": { + "Dice": 0.7288416902322092, + "FN": 311420, + "FP": 330646, + "IoU": 0.5733681514188037, + "TN": 85422907, + "TP": 862899, + "n_pred": 1193545, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.11172602265598523, + "FN": 961229, + "FP": 24279, + "IoU": 0.059168332560053306, + "TN": 85880386, + "TP": 61978, + "n_pred": 86257, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.0020026105458901783, + "FN": 54332, + "FP": 1483, + "IoU": 0.001002308890121888, + "TN": 86872001, + "TP": 56, + "n_pred": 1539, + "n_ref": 54388 + }, + "9": { + "Dice": 0.28033874910507545, + "FN": 29028, + "FP": 82549, + "IoU": 0.1630197511045766, + "TN": 86794563, + "TP": 21732, + "n_pred": 104281, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3001021130971546, + "FN": 39530, + "FP": 188713, + "IoU": 0.17654125898346176, + "TN": 37472424, + "TP": 48933, + "n_pred": 237646, + "n_ref": 88463 + }, + "10": { + "Dice": 0.02538306470694012, + "FN": 57903, + "FP": 45076, + "IoU": 0.01285467791411043, + "TN": 37645280, + "TP": 1341, + "n_pred": 46417, + "n_ref": 59244 + }, + "11": { + "Dice": 0.0, + "FN": 2588, + "FP": 42, + "IoU": 0.0, + "TN": 37746970, + "TP": 0, + "n_pred": 42, + "n_ref": 2588 + }, + "12": { + "Dice": 0.0, + "FN": 2917, + "FP": 232, + "IoU": 0.0, + "TN": 37746451, + "TP": 0, + "n_pred": 232, + "n_ref": 2917 + }, + "13": { + "Dice": 0.0035057682116505645, + "FN": 44799, + "FP": 4091, + "IoU": 0.0017559621038876184, + "TN": 37700624, + "TP": 86, + "n_pred": 4177, + "n_ref": 44885 + }, + "14": { + "Dice": 0.284100273645142, + "FN": 55112, + "FP": 172494, + "IoU": 0.16556927498826843, + "TN": 37476832, + "TP": 45162, + "n_pred": 217656, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 169250, + "IoU": 0.0, + "TN": 37580350, + "TP": 0, + "n_pred": 169250, + "n_ref": 0 + }, + "2": { + "Dice": 0.00010868046391032309, + "FN": 100225, + "FP": 28579, + "IoU": 5.4343184976438346e-05, + "TN": 37620789, + "TP": 7, + "n_pred": 28586, + "n_ref": 100232 + }, + "3": { + "Dice": 0.12937736835228014, + "FN": 80778, + "FP": 25828, + "IoU": 0.06916273018589503, + "TN": 37635073, + "TP": 7921, + "n_pred": 33749, + "n_ref": 88699 + }, + "4": { + "Dice": 0.0, + "FN": 11694, + "FP": 1935, + "IoU": 0.0, + "TN": 37735971, + "TP": 0, + "n_pred": 1935, + "n_ref": 11694 + }, + "5": { + "Dice": 0.07268891446106636, + "FN": 9670, + "FP": 0, + "IoU": 0.03771519554184496, + "TN": 37739551, + "TP": 379, + "n_pred": 379, + "n_ref": 10049 + }, + "6": { + "Dice": 0.4971248121130218, + "FN": 472146, + "FP": 74859, + "IoU": 0.3307825001835132, + "TN": 36932220, + "TP": 270375, + "n_pred": 345234, + "n_ref": 742521 + }, + "7": { + "Dice": 0.005541949800512803, + "FN": 344325, + "FP": 1639, + "IoU": 0.002778674537656228, + "TN": 37402672, + "TP": 964, + "n_pred": 2603, + "n_ref": 345289 + }, + "8": { + "Dice": 0.2930497195359778, + "FN": 63510, + "FP": 6816, + "IoU": 0.17168029021695602, + "TN": 37664698, + "TP": 14576, + "n_pred": 21392, + "n_ref": 78086 + }, + "9": { + "Dice": 0.024170366468507787, + "FN": 53968, + "FP": 10871, + "IoU": 0.012233021541086499, + "TN": 37683958, + "TP": 803, + "n_pred": 11674, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0011789893963284968, + "FN": 197862, + "FP": 78320, + "IoU": 0.0005898424071360076, + "TN": 75630343, + "TP": 163, + "n_pred": 78483, + "n_ref": 198025 + }, + "10": { + "Dice": 0.19924532923086344, + "FN": 101095, + "FP": 3526, + "IoU": 0.11064546018684597, + "TN": 75789051, + "TP": 13016, + "n_pred": 16542, + "n_ref": 114111 + }, + "11": { + "Dice": 0.38410412628080864, + "FN": 2955, + "FP": 1493, + "IoU": 0.23770351328191947, + "TN": 75900853, + "TP": 1387, + "n_pred": 2880, + "n_ref": 4342 + }, + "12": { + "Dice": 0.0, + "FN": 4584, + "FP": 561, + "IoU": 0.0, + "TN": 75901543, + "TP": 0, + "n_pred": 561, + "n_ref": 4584 + }, + "13": { + "Dice": 0.09282607901180426, + "FN": 37691, + "FP": 36778, + "IoU": 0.048672057639980074, + "TN": 75828409, + "TP": 3810, + "n_pred": 40588, + "n_ref": 41501 + }, + "14": { + "Dice": 0.5693754559032964, + "FN": 58113, + "FP": 41065, + "IoU": 0.3979908343197062, + "TN": 75741943, + "TP": 65567, + "n_pred": 106632, + "n_ref": 123680 + }, + "15": { + "Dice": 0.4867176923035432, + "FN": 97033, + "FP": 93289, + "IoU": 0.3216304650018891, + "TN": 75626130, + "TP": 90236, + "n_pred": 183525, + "n_ref": 187269 + }, + "2": { + "Dice": 0.4059581747337778, + "FN": 111551, + "FP": 125979, + "IoU": 0.25467222271032847, + "TN": 75587996, + "TP": 81162, + "n_pred": 207141, + "n_ref": 192713 + }, + "3": { + "Dice": 0.12485962964244485, + "FN": 231389, + "FP": 46826, + "IoU": 0.06658681750776684, + "TN": 75608626, + "TP": 19847, + "n_pred": 66673, + "n_ref": 251236 + }, + "4": { + "Dice": 0.5060602095797699, + "FN": 8904, + "FP": 32623, + "IoU": 0.3387420382165605, + "TN": 75843888, + "TP": 21273, + "n_pred": 53896, + "n_ref": 30177 + }, + "5": { + "Dice": 0.48578773411678294, + "FN": 6322, + "FP": 679, + "IoU": 0.3208187815289096, + "TN": 75896380, + "TP": 3307, + "n_pred": 3986, + "n_ref": 9629 + }, + "6": { + "Dice": 0.7931766478779361, + "FN": 393200, + "FP": 291928, + "IoU": 0.6572433707743752, + "TN": 73907812, + "TP": 1313748, + "n_pred": 1605676, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.19433912577217535, + "FN": 243108, + "FP": 10821, + "IoU": 0.10762769939027604, + "TN": 75622133, + "TP": 30626, + "n_pred": 41447, + "n_ref": 273734 + }, + "8": { + "Dice": 0.0, + "FN": 91747, + "FP": 37569, + "IoU": 0.0, + "TN": 75777372, + "TP": 0, + "n_pred": 37569, + "n_ref": 91747 + }, + "9": { + "Dice": 0.39610220724651923, + "FN": 43479, + "FP": 61008, + "IoU": 0.24696224973694453, + "TN": 75767934, + "TP": 34267, + "n_pred": 95275, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.2813758043158574, + "FN": 73905, + "FP": 34092, + "IoU": 0.16372154251200247, + "TN": 61258610, + "TP": 21143, + "n_pred": 55235, + "n_ref": 95048 + }, + "10": { + "Dice": 0.3324012029757822, + "FN": 62303, + "FP": 962, + "IoU": 0.19932924128330065, + "TN": 61308735, + "TP": 15750, + "n_pred": 16712, + "n_ref": 78053 + }, + "11": { + "Dice": 0.19789171058936272, + "FN": 2929, + "FP": 419, + "IoU": 0.10981122042010104, + "TN": 61383989, + "TP": 413, + "n_pred": 832, + "n_ref": 3342 + }, + "12": { + "Dice": 0.3213349225268176, + "FN": 2695, + "FP": 152, + "IoU": 0.19142289122408407, + "TN": 61384229, + "TP": 674, + "n_pred": 826, + "n_ref": 3369 + }, + "13": { + "Dice": 0.006623443257614627, + "FN": 39313, + "FP": 3281, + "IoU": 0.003322725570947211, + "TN": 61345014, + "TP": 142, + "n_pred": 3423, + "n_ref": 39455 + }, + "14": { + "Dice": 0.38792434750866944, + "FN": 32453, + "FP": 74861, + "IoU": 0.24063656498326505, + "TN": 61246429, + "TP": 34007, + "n_pred": 108868, + "n_ref": 66460 + }, + "15": { + "Dice": 0.23318749903605415, + "FN": 20052, + "FP": 129103, + "IoU": 0.1319820291676851, + "TN": 61215916, + "TP": 22679, + "n_pred": 151782, + "n_ref": 42731 + }, + "2": { + "Dice": 0.0, + "FN": 133164, + "FP": 130632, + "IoU": 0.0, + "TN": 61123954, + "TP": 0, + "n_pred": 130632, + "n_ref": 133164 + }, + "3": { + "Dice": 0.46367062990942837, + "FN": 61104, + "FP": 106655, + "IoU": 0.3018041827073145, + "TN": 61147475, + "TP": 72516, + "n_pred": 179171, + "n_ref": 133620 + }, + "4": { + "Dice": 0.26023822442704697, + "FN": 13940, + "FP": 14691, + "IoU": 0.14958267739923367, + "TN": 61354083, + "TP": 5036, + "n_pred": 19727, + "n_ref": 18976 + }, + "5": { + "Dice": 0.0455218095976323, + "FN": 27049, + "FP": 41, + "IoU": 0.023291029708681858, + "TN": 61360014, + "TP": 646, + "n_pred": 687, + "n_ref": 27695 + }, + "6": { + "Dice": 0.6116641504828247, + "FN": 486018, + "FP": 159875, + "IoU": 0.440573619629245, + "TN": 60233187, + "TP": 508670, + "n_pred": 668545, + "n_ref": 994688 + }, + "7": { + "Dice": 0.003334642090713022, + "FN": 179825, + "FP": 5482, + "IoU": 0.0016701056476508078, + "TN": 61202133, + "TP": 310, + "n_pred": 5792, + "n_ref": 180135 + }, + "8": { + "Dice": 0.24485451331146893, + "FN": 206632, + "FP": 38125, + "IoU": 0.13950667632313546, + "TN": 61103312, + "TP": 39681, + "n_pred": 77806, + "n_ref": 246313 + }, + "9": { + "Dice": 0.3353388838298426, + "FN": 59095, + "FP": 22653, + "IoU": 0.201445736055485, + "TN": 61285380, + "TP": 20622, + "n_pred": 43275, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6582620265052698, + "FN": 84584, + "FP": 20212, + "IoU": 0.49060400727180814, + "TN": 39543074, + "TP": 100930, + "n_pred": 121142, + "n_ref": 185514 + }, + "10": { + "Dice": 0.22574245430176734, + "FN": 44379, + "FP": 6746, + "IoU": 0.12723206664618117, + "TN": 39690222, + "TP": 7453, + "n_pred": 14199, + "n_ref": 51832 + }, + "11": { + "Dice": 0.044416243654822336, + "FN": 2961, + "FP": 51, + "IoU": 0.0227125243348475, + "TN": 39745718, + "TP": 70, + "n_pred": 121, + "n_ref": 3031 + }, + "12": { + "Dice": 0.0, + "FN": 3460, + "FP": 471, + "IoU": 0.0, + "TN": 39744869, + "TP": 0, + "n_pred": 471, + "n_ref": 3460 + }, + "13": { + "Dice": 0.001307513695078789, + "FN": 43782, + "FP": 519, + "IoU": 0.0006541845251522671, + "TN": 39704470, + "TP": 29, + "n_pred": 548, + "n_ref": 43811 + }, + "14": { + "Dice": 0.20769129653701784, + "FN": 26223, + "FP": 28024, + "IoU": 0.11587919878742442, + "TN": 39687443, + "TP": 7110, + "n_pred": 35134, + "n_ref": 33333 + }, + "15": { + "Dice": 0.4880416645598422, + "FN": 13108, + "FP": 67892, + "IoU": 0.32278777339308407, + "TN": 39629192, + "TP": 38608, + "n_pred": 106500, + "n_ref": 51716 + }, + "2": { + "Dice": 0.0, + "FN": 117847, + "FP": 6458, + "IoU": 0.0, + "TN": 39624495, + "TP": 0, + "n_pred": 6458, + "n_ref": 117847 + }, + "3": { + "Dice": 0.48612193204946474, + "FN": 63457, + "FP": 86266, + "IoU": 0.32111036043184715, + "TN": 39528259, + "TP": 70818, + "n_pred": 157084, + "n_ref": 134275 + }, + "4": { + "Dice": 0.016536118363794605, + "FN": 23526, + "FP": 5854, + "IoU": 0.008336989907854322, + "TN": 39719173, + "TP": 247, + "n_pred": 6101, + "n_ref": 23773 + }, + "5": { + "Dice": 0.27696369636963697, + "FN": 5475, + "FP": 2, + "IoU": 0.16074164878945754, + "TN": 39742274, + "TP": 1049, + "n_pred": 1051, + "n_ref": 6524 + }, + "6": { + "Dice": 0.6722897689641304, + "FN": 423990, + "FP": 67343, + "IoU": 0.5063527818412719, + "TN": 38753488, + "TP": 503979, + "n_pred": 571322, + "n_ref": 927969 + }, + "7": { + "Dice": 0.045349991461019555, + "FN": 715085, + "FP": 429, + "IoU": 0.023201080123247633, + "TN": 39016291, + "TP": 16995, + "n_pred": 17424, + "n_ref": 732080 + }, + "8": { + "Dice": 0.21244733854396353, + "FN": 38213, + "FP": 45722, + "IoU": 0.11884815654656924, + "TN": 39653544, + "TP": 11321, + "n_pred": 57043, + "n_ref": 49534 + }, + "9": { + "Dice": 0.0357120841638071, + "FN": 40760, + "FP": 6169, + "IoU": 0.018180677015774718, + "TN": 39701002, + "TP": 869, + "n_pred": 7038, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.345974371667627, + "FN": 54324, + "FP": 106858, + "IoU": 0.2091711069897063, + "TN": 101192794, + "TP": 42632, + "n_pred": 149490, + "n_ref": 96956 + }, + "10": { + "Dice": 0.39550803673938, + "FN": 54832, + "FP": 29410, + "IoU": 0.2465004785288146, + "TN": 101284807, + "TP": 27559, + "n_pred": 56969, + "n_ref": 82391 + }, + "11": { + "Dice": 0.06167864026633958, + "FN": 5353, + "FP": 2, + "IoU": 0.03182064726089315, + "TN": 101391077, + "TP": 176, + "n_pred": 178, + "n_ref": 5529 + }, + "12": { + "Dice": 0.022804204525209336, + "FN": 5161, + "FP": 324, + "IoU": 0.01153360965939809, + "TN": 101391059, + "TP": 64, + "n_pred": 388, + "n_ref": 5225 + }, + "13": { + "Dice": 0.024912345451190258, + "FN": 48595, + "FP": 57085, + "IoU": 0.01261328599458096, + "TN": 101289578, + "TP": 1350, + "n_pred": 58435, + "n_ref": 49945 + }, + "14": { + "Dice": 0.5668980134983307, + "FN": 104417, + "FP": 4289, + "IoU": 0.39557408951904366, + "TN": 101216758, + "TP": 71144, + "n_pred": 75433, + "n_ref": 175561 + }, + "15": { + "Dice": 0.12864261639439437, + "FN": 18897, + "FP": 89167, + "IoU": 0.06874294430416836, + "TN": 101280567, + "TP": 7977, + "n_pred": 97144, + "n_ref": 26874 + }, + "2": { + "Dice": 0.0, + "FN": 181739, + "FP": 19733, + "IoU": 0.0, + "TN": 101195136, + "TP": 0, + "n_pred": 19733, + "n_ref": 181739 + }, + "3": { + "Dice": 0.02893633725413226, + "FN": 164080, + "FP": 43715, + "IoU": 0.01468056958333926, + "TN": 101185717, + "TP": 3096, + "n_pred": 46811, + "n_ref": 167176 + }, + "4": { + "Dice": 0.16372475108534587, + "FN": 3848, + "FP": 60490, + "IoU": 0.08916133416388244, + "TN": 101325972, + "TP": 6298, + "n_pred": 66788, + "n_ref": 10146 + }, + "5": { + "Dice": 0.14201040863531225, + "FN": 35569, + "FP": 41, + "IoU": 0.07643229504370154, + "TN": 101358051, + "TP": 2947, + "n_pred": 2988, + "n_ref": 38516 + }, + "6": { + "Dice": 0.7027137462442697, + "FN": 471916, + "FP": 677618, + "IoU": 0.5416797905704054, + "TN": 98888462, + "TP": 1358612, + "n_pred": 2036230, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.16243191593754117, + "FN": 418478, + "FP": 20241, + "IoU": 0.08839504633669949, + "TN": 100915348, + "TP": 42541, + "n_pred": 62782, + "n_ref": 461019 + }, + "8": { + "Dice": 0.20644529325158503, + "FN": 221155, + "FP": 44566, + "IoU": 0.11510398454801272, + "TN": 101096323, + "TP": 34564, + "n_pred": 79130, + "n_ref": 255719 + }, + "9": { + "Dice": 0.35692914217325494, + "FN": 56199, + "FP": 53415, + "IoU": 0.21723295771027037, + "TN": 101256574, + "TP": 30420, + "n_pred": 83835, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.04218074303320024, + "FN": 210889, + "FP": 66415, + "IoU": 0.021544758477117957, + "TN": 73600094, + "TP": 6106, + "n_pred": 72521, + "n_ref": 216995 + }, + "10": { + "Dice": 0.011774795447697193, + "FN": 75333, + "FP": 9937, + "IoU": 0.005922264450092098, + "TN": 73797726, + "TP": 508, + "n_pred": 10445, + "n_ref": 75841 + }, + "11": { + "Dice": 0.0, + "FN": 6259, + "FP": 361, + "IoU": 0.0, + "TN": 73876884, + "TP": 0, + "n_pred": 361, + "n_ref": 6259 + }, + "12": { + "Dice": 0.0, + "FN": 5541, + "FP": 1274, + "IoU": 0.0, + "TN": 73876689, + "TP": 0, + "n_pred": 1274, + "n_ref": 5541 + }, + "13": { + "Dice": 0.0013386880856760374, + "FN": 61164, + "FP": 50736, + "IoU": 0.0006697923643670462, + "TN": 73771529, + "TP": 75, + "n_pred": 50811, + "n_ref": 61239 + }, + "14": { + "Dice": 0.4242134855573201, + "FN": 61607, + "FP": 45715, + "IoU": 0.26920746031854115, + "TN": 73736647, + "TP": 39535, + "n_pred": 85250, + "n_ref": 101142 + }, + "15": { + "Dice": 0.4730399356219073, + "FN": 86093, + "FP": 217094, + "IoU": 0.3097919498075211, + "TN": 73444235, + "TP": 136082, + "n_pred": 353176, + "n_ref": 222175 + }, + "2": { + "Dice": 0.01778309750780148, + "FN": 187514, + "FP": 203095, + "IoU": 0.008971317662281647, + "TN": 73489359, + "TP": 3536, + "n_pred": 206631, + "n_ref": 191050 + }, + "3": { + "Dice": 0.048808677505905014, + "FN": 182210, + "FP": 25183, + "IoU": 0.02501480861626409, + "TN": 73670790, + "TP": 5321, + "n_pred": 30504, + "n_ref": 187531 + }, + "4": { + "Dice": 0.0, + "FN": 47888, + "FP": 29573, + "IoU": 0.0, + "TN": 73806043, + "TP": 0, + "n_pred": 29573, + "n_ref": 47888 + }, + "5": { + "Dice": 0.0, + "FN": 15128, + "FP": 0, + "IoU": 0.0, + "TN": 73868376, + "TP": 0, + "n_pred": 0, + "n_ref": 15128 + }, + "6": { + "Dice": 0.37701974133173105, + "FN": 1146647, + "FP": 686445, + "IoU": 0.2323008793964588, + "TN": 71495730, + "TP": 554682, + "n_pred": 1241127, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.08376834152730586, + "FN": 163773, + "FP": 29299, + "IoU": 0.04371514329017623, + "TN": 73681606, + "TP": 8826, + "n_pred": 38125, + "n_ref": 172599 + }, + "8": { + "Dice": 0.0, + "FN": 79447, + "FP": 3578, + "IoU": 0.0, + "TN": 73800479, + "TP": 0, + "n_pred": 3578, + "n_ref": 79447 + }, + "9": { + "Dice": 0.4160720280262014, + "FN": 41843, + "FP": 93835, + "IoU": 0.2626836796800278, + "TN": 73699488, + "TP": 48338, + "n_pred": 142173, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.060336233460213884, + "FN": 179353, + "FP": 69485, + "IoU": 0.031106542536415562, + "TN": 69238949, + "TP": 7989, + "n_pred": 77474, + "n_ref": 187342 + }, + "10": { + "Dice": 0.14475249336627322, + "FN": 59563, + "FP": 33907, + "IoU": 0.07802327875320576, + "TN": 69394396, + "TP": 7910, + "n_pred": 41817, + "n_ref": 67473 + }, + "11": { + "Dice": 0.31339251254341954, + "FN": 2649, + "FP": 909, + "IoU": 0.18581235697940504, + "TN": 69491406, + "TP": 812, + "n_pred": 1721, + "n_ref": 3461 + }, + "12": { + "Dice": 0.0, + "FN": 3152, + "FP": 433, + "IoU": 0.0, + "TN": 69492191, + "TP": 0, + "n_pred": 433, + "n_ref": 3152 + }, + "13": { + "Dice": 0.4784682775921906, + "FN": 41008, + "FP": 39238, + "IoU": 0.31446487151448876, + "TN": 69378720, + "TP": 36810, + "n_pred": 76048, + "n_ref": 77818 + }, + "14": { + "Dice": 0.5471188689623897, + "FN": 85886, + "FP": 21969, + "IoU": 0.37657510808998634, + "TN": 69322772, + "TP": 65149, + "n_pred": 87118, + "n_ref": 151035 + }, + "15": { + "Dice": 0.39689676393143825, + "FN": 34984, + "FP": 144359, + "IoU": 0.24758028990371506, + "TN": 69257421, + "TP": 59012, + "n_pred": 203371, + "n_ref": 93996 + }, + "2": { + "Dice": 0.0, + "FN": 150150, + "FP": 21067, + "IoU": 0.0, + "TN": 69324559, + "TP": 0, + "n_pred": 21067, + "n_ref": 150150 + }, + "3": { + "Dice": 0.20648812832215185, + "FN": 146192, + "FP": 56536, + "IoU": 0.11513061696601995, + "TN": 69266671, + "TP": 26377, + "n_pred": 82913, + "n_ref": 172569 + }, + "4": { + "Dice": 0.20330544426113598, + "FN": 30218, + "FP": 23868, + "IoU": 0.11315526259694689, + "TN": 69434789, + "TP": 6901, + "n_pred": 30769, + "n_ref": 37119 + }, + "5": { + "Dice": 0.3095868644067797, + "FN": 15586, + "FP": 56, + "IoU": 0.18314272285759048, + "TN": 69476627, + "TP": 3507, + "n_pred": 3563, + "n_ref": 19093 + }, + "6": { + "Dice": 0.7533604173265707, + "FN": 303296, + "FP": 447320, + "IoU": 0.6043129287704653, + "TN": 67598782, + "TP": 1146378, + "n_pred": 1593698, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.09777095175887676, + "FN": 296376, + "FP": 10270, + "IoU": 0.05139809627514609, + "TN": 69172515, + "TP": 16615, + "n_pred": 26885, + "n_ref": 312991 + }, + "8": { + "Dice": 0.3602503117350944, + "FN": 57483, + "FP": 53337, + "IoU": 0.2196983565926406, + "TN": 69353754, + "TP": 31202, + "n_pred": 84539, + "n_ref": 88685 + }, + "9": { + "Dice": 0.20922778720016613, + "FN": 65257, + "FP": 48974, + "IoU": 0.11683662819016105, + "TN": 69366433, + "TP": 15112, + "n_pred": 64086, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3836936001764133, + "FN": 131072, + "FP": 98104, + "IoU": 0.23738914862818827, + "TN": 50533037, + "TP": 71339, + "n_pred": 169443, + "n_ref": 202411 + }, + "10": { + "Dice": 0.4233967027969892, + "FN": 44649, + "FP": 40306, + "IoU": 0.26854992853821913, + "TN": 50717406, + "TP": 31191, + "n_pred": 71497, + "n_ref": 75840 + }, + "11": { + "Dice": 0.0, + "FN": 6729, + "FP": 399, + "IoU": 0.0, + "TN": 50826424, + "TP": 0, + "n_pred": 399, + "n_ref": 6729 + }, + "12": { + "Dice": 0.0, + "FN": 6299, + "FP": 665, + "IoU": 0.0, + "TN": 50826588, + "TP": 0, + "n_pred": 665, + "n_ref": 6299 + }, + "13": { + "Dice": 0.21492619131524335, + "FN": 37285, + "FP": 42915, + "IoU": 0.12040185132378424, + "TN": 50742374, + "TP": 10978, + "n_pred": 53893, + "n_ref": 48263 + }, + "14": { + "Dice": 0.18625743287885158, + "FN": 41434, + "FP": 39854, + "IoU": 0.10269232042918171, + "TN": 50742961, + "TP": 9303, + "n_pred": 49157, + "n_ref": 50737 + }, + "15": { + "Dice": 0.1900771972930909, + "FN": 7216, + "FP": 227481, + "IoU": 0.10501950525669528, + "TN": 50571315, + "TP": 27540, + "n_pred": 255021, + "n_ref": 34756 + }, + "2": { + "Dice": 0.0, + "FN": 212070, + "FP": 137485, + "IoU": 0.0, + "TN": 50483997, + "TP": 0, + "n_pred": 137485, + "n_ref": 212070 + }, + "3": { + "Dice": 0.19803587521449822, + "FN": 171052, + "FP": 88794, + "IoU": 0.1099000099339223, + "TN": 50541623, + "TP": 32083, + "n_pred": 120877, + "n_ref": 203135 + }, + "4": { + "Dice": 0.1987757465464472, + "FN": 10756, + "FP": 47360, + "IoU": 0.11035591274397244, + "TN": 50768227, + "TP": 7209, + "n_pred": 54569, + "n_ref": 17965 + }, + "5": { + "Dice": 0.0, + "FN": 12844, + "FP": 0, + "IoU": 0.0, + "TN": 50820708, + "TP": 0, + "n_pred": 0, + "n_ref": 12844 + }, + "6": { + "Dice": 0.6656390450332119, + "FN": 784496, + "FP": 633916, + "IoU": 0.49884481598142943, + "TN": 48003267, + "TP": 1411873, + "n_pred": 2045789, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.10128386350626745, + "FN": 215358, + "FP": 15435, + "IoU": 0.053343341618881206, + "TN": 50589754, + "TP": 13005, + "n_pred": 28440, + "n_ref": 228363 + }, + "8": { + "Dice": 0.25359104539651434, + "FN": 81571, + "FP": 44128, + "IoU": 0.14520713761118517, + "TN": 50686500, + "TP": 21353, + "n_pred": 65481, + "n_ref": 102924 + }, + "9": { + "Dice": 0.35543367546815013, + "FN": 81095, + "FP": 42304, + "IoU": 0.216126081487975, + "TN": 50676130, + "TP": 34023, + "n_pred": 76327, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 211953, + "FP": 18528, + "IoU": 0.0, + "TN": 76654379, + "TP": 0, + "n_pred": 18528, + "n_ref": 211953 + }, + "10": { + "Dice": 0.005591572123176661, + "FN": 64683, + "FP": 33485, + "IoU": 0.0028036243955954655, + "TN": 76786416, + "TP": 276, + "n_pred": 33761, + "n_ref": 64959 + }, + "11": { + "Dice": 0.30387760485360066, + "FN": 2298, + "FP": 341, + "IoU": 0.1791601866251944, + "TN": 76881645, + "TP": 576, + "n_pred": 917, + "n_ref": 2874 + }, + "12": { + "Dice": 0.0, + "FN": 2609, + "FP": 19, + "IoU": 0.0, + "TN": 76882232, + "TP": 0, + "n_pred": 19, + "n_ref": 2609 + }, + "13": { + "Dice": 0.10564351257547663, + "FN": 38339, + "FP": 36905, + "IoU": 0.05576749322357193, + "TN": 76805172, + "TP": 4444, + "n_pred": 41349, + "n_ref": 42783 + }, + "14": { + "Dice": 0.408957499294756, + "FN": 47441, + "FP": 51032, + "IoU": 0.2570374450170136, + "TN": 76752319, + "TP": 34068, + "n_pred": 85100, + "n_ref": 81509 + }, + "15": { + "Dice": 0.16430630580200958, + "FN": 28274, + "FP": 91160, + "IoU": 0.08950638460072423, + "TN": 76753685, + "TP": 11741, + "n_pred": 102901, + "n_ref": 40015 + }, + "2": { + "Dice": 0.5026646222453366, + "FN": 19809, + "FP": 146584, + "IoU": 0.33570610146078944, + "TN": 76634379, + "TP": 84088, + "n_pred": 230672, + "n_ref": 103897 + }, + "3": { + "Dice": 0.06120134322715513, + "FN": 93282, + "FP": 33361, + "IoU": 0.0315666317455705, + "TN": 76754089, + "TP": 4128, + "n_pred": 37489, + "n_ref": 97410 + }, + "4": { + "Dice": 0.34852753329017133, + "FN": 14923, + "FP": 22308, + "IoU": 0.2110404746768383, + "TN": 76837670, + "TP": 9959, + "n_pred": 32267, + "n_ref": 24882 + }, + "5": { + "Dice": 0.08632588606854603, + "FN": 15017, + "FP": 605, + "IoU": 0.04511002444987775, + "TN": 76868500, + "TP": 738, + "n_pred": 1343, + "n_ref": 15755 + }, + "6": { + "Dice": 0.687067256180389, + "FN": 261828, + "FP": 529961, + "IoU": 0.5233072748125381, + "TN": 75223855, + "TP": 869216, + "n_pred": 1399177, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.18204513217279175, + "FN": 143509, + "FP": 15072, + "IoU": 0.1001373221054543, + "TN": 76708632, + "TP": 17647, + "n_pred": 32719, + "n_ref": 161156 + }, + "8": { + "Dice": 0.0018688848986771226, + "FN": 77204, + "FP": 31748, + "IoU": 0.000935316448731821, + "TN": 76775806, + "TP": 102, + "n_pred": 31850, + "n_ref": 77306 + }, + "9": { + "Dice": 0.28330092813382735, + "FN": 60877, + "FP": 95415, + "IoU": 0.16502655169834707, + "TN": 76697678, + "TP": 30890, + "n_pred": 126305, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 124573, + "FP": 769, + "IoU": 0.0, + "TN": 130874590, + "TP": 0, + "n_pred": 769, + "n_ref": 124573 + }, + "10": { + "Dice": 0.0018443319150313051, + "FN": 57506, + "FP": 4191, + "IoU": 0.0009230171324934417, + "TN": 130938178, + "TP": 57, + "n_pred": 4248, + "n_ref": 57563 + }, + "11": { + "Dice": 0.07730379448503417, + "FN": 5240, + "FP": 2590, + "IoU": 0.0402059328266732, + "TN": 130991774, + "TP": 328, + "n_pred": 2918, + "n_ref": 5568 + }, + "12": { + "Dice": 0.0, + "FN": 7302, + "FP": 15, + "IoU": 0.0, + "TN": 130992615, + "TP": 0, + "n_pred": 15, + "n_ref": 7302 + }, + "13": { + "Dice": 0.013907777578199174, + "FN": 77604, + "FP": 37683, + "IoU": 0.007002583979328165, + "TN": 130883832, + "TP": 813, + "n_pred": 38496, + "n_ref": 78417 + }, + "14": { + "Dice": 1.0277101487404899e-05, + "FN": 946120, + "FP": 26907, + "IoU": 5.138577148541877e-06, + "TN": 130026900, + "TP": 5, + "n_pred": 26912, + "n_ref": 946125 + }, + "15": { + "Dice": 0.0033264033264033266, + "FN": 25070, + "FP": 118750, + "IoU": 0.001665972511453561, + "TN": 130855872, + "TP": 240, + "n_pred": 118990, + "n_ref": 25310 + }, + "2": { + "Dice": 0.2696067171987852, + "FN": 176599, + "FP": 52353, + "IoU": 0.15580661337423674, + "TN": 130728724, + "TP": 42256, + "n_pred": 94609, + "n_ref": 218855 + }, + "3": { + "Dice": 0.07208220319478394, + "FN": 270670, + "FP": 47835, + "IoU": 0.037388628972787386, + "TN": 130669056, + "TP": 12371, + "n_pred": 60206, + "n_ref": 283041 + }, + "4": { + "Dice": 0.0, + "FN": 2280, + "FP": 1606, + "IoU": 0.0, + "TN": 130996046, + "TP": 0, + "n_pred": 1606, + "n_ref": 2280 + }, + "5": { + "Dice": 0.026736413833188026, + "FN": 23397, + "FP": 46, + "IoU": 0.013549337260677467, + "TN": 130976167, + "TP": 322, + "n_pred": 368, + "n_ref": 23719 + }, + "6": { + "Dice": 0.6035461955041038, + "FN": 669975, + "FP": 385008, + "IoU": 0.4321991845064843, + "TN": 129141916, + "TP": 803033, + "n_pred": 1188041, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.1395707294516589, + "FN": 187768, + "FP": 13193, + "IoU": 0.07502071251035626, + "TN": 130782672, + "TP": 16299, + "n_pred": 29492, + "n_ref": 204067 + }, + "8": { + "Dice": 0.0, + "FN": 126023, + "FP": 44523, + "IoU": 0.0, + "TN": 130829386, + "TP": 0, + "n_pred": 44523, + "n_ref": 126023 + }, + "9": { + "Dice": 0.23710110348941246, + "FN": 34164, + "FP": 114200, + "IoU": 0.1344950093046862, + "TN": 130828513, + "TP": 23055, + "n_pred": 137255, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 57417, + "FP": 6427, + "IoU": 0.0, + "TN": 74362854, + "TP": 0, + "n_pred": 6427, + "n_ref": 57417 + }, + "10": { + "Dice": 0.0, + "FN": 78775, + "FP": 877, + "IoU": 0.0, + "TN": 74347046, + "TP": 0, + "n_pred": 877, + "n_ref": 78775 + }, + "11": { + "Dice": 0.041028980788016936, + "FN": 2325, + "FP": 620, + "IoU": 0.020944148936170214, + "TN": 74423690, + "TP": 63, + "n_pred": 683, + "n_ref": 2388 + }, + "12": { + "Dice": 0.0, + "FN": 2457, + "FP": 166, + "IoU": 0.0, + "TN": 74424075, + "TP": 0, + "n_pred": 166, + "n_ref": 2457 + }, + "13": { + "Dice": 0.0, + "FN": 103327, + "FP": 5312, + "IoU": 0.0, + "TN": 74318059, + "TP": 0, + "n_pred": 5312, + "n_ref": 103327 + }, + "14": { + "Dice": 0.31183117596858007, + "FN": 136000, + "FP": 18017, + "IoU": 0.18471563479291944, + "TN": 74237786, + "TP": 34895, + "n_pred": 52912, + "n_ref": 170895 + }, + "15": { + "Dice": 0.03532057572783775, + "FN": 17899, + "FP": 218023, + "IoU": 0.01797778064526871, + "TN": 74186457, + "TP": 4319, + "n_pred": 222342, + "n_ref": 22218 + }, + "2": { + "Dice": 0.453709758067618, + "FN": 36181, + "FP": 162661, + "IoU": 0.293418237898612, + "TN": 74145284, + "TP": 82572, + "n_pred": 245233, + "n_ref": 118753 + }, + "3": { + "Dice": 3.6114990128569364e-05, + "FN": 131190, + "FP": 34940, + "IoU": 1.805782114330085e-05, + "TN": 74260565, + "TP": 3, + "n_pred": 34943, + "n_ref": 131193 + }, + "4": { + "Dice": 0.011706948640483383, + "FN": 30274, + "FP": 1130, + "IoU": 0.005887939221272555, + "TN": 74395108, + "TP": 186, + "n_pred": 1316, + "n_ref": 30460 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 74426698, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6435064665030981, + "FN": 384657, + "FP": 172562, + "IoU": 0.4743896307741358, + "TN": 73366561, + "TP": 502918, + "n_pred": 675480, + "n_ref": 887575 + }, + "7": { + "Dice": 0.1320655647886038, + "FN": 138943, + "FP": 13133, + "IoU": 0.07070139202913606, + "TN": 74263052, + "TP": 11570, + "n_pred": 24703, + "n_ref": 150513 + }, + "8": { + "Dice": 0.0, + "FN": 43232, + "FP": 43836, + "IoU": 0.0, + "TN": 74339630, + "TP": 0, + "n_pred": 43836, + "n_ref": 43232 + }, + "9": { + "Dice": 0.2822349228555758, + "FN": 16019, + "FP": 74278, + "IoU": 0.16430356316520128, + "TN": 74318648, + "TP": 17753, + "n_pred": 92031, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.2106423489327588, + "FN": 119381, + "FP": 38159, + "IoU": 0.11771953405017921, + "TN": 106468128, + "TP": 21020, + "n_pred": 59179, + "n_ref": 140401 + }, + "10": { + "Dice": 0.32974040325356424, + "FN": 72040, + "FP": 38957, + "IoU": 0.1974186550976139, + "TN": 106508388, + "TP": 27303, + "n_pred": 66260, + "n_ref": 99343 + }, + "11": { + "Dice": 0.2434900236726412, + "FN": 3931, + "FP": 543, + "IoU": 0.1386214863303812, + "TN": 106641494, + "TP": 720, + "n_pred": 1263, + "n_ref": 4651 + }, + "12": { + "Dice": 0.006772773450728073, + "FN": 5450, + "FP": 416, + "IoU": 0.0033978933061501867, + "TN": 106640802, + "TP": 20, + "n_pred": 436, + "n_ref": 5470 + }, + "13": { + "Dice": 0.21342542696885547, + "FN": 27378, + "FP": 72609, + "IoU": 0.119460687614485, + "TN": 106533136, + "TP": 13565, + "n_pred": 86174, + "n_ref": 40943 + }, + "14": { + "Dice": 0.5056413392447638, + "FN": 20644, + "FP": 76364, + "IoU": 0.3383667873877192, + "TN": 106500069, + "TP": 49611, + "n_pred": 125975, + "n_ref": 70255 + }, + "15": { + "Dice": 0.11452354042260332, + "FN": 7258, + "FP": 291237, + "IoU": 0.060739841031095226, + "TN": 106328890, + "TP": 19303, + "n_pred": 310540, + "n_ref": 26561 + }, + "2": { + "Dice": 0.404796511627907, + "FN": 132087, + "FP": 28437, + "IoU": 0.25375854214123006, + "TN": 106431578, + "TP": 54586, + "n_pred": 83023, + "n_ref": 186673 + }, + "3": { + "Dice": 0.1904163931619053, + "FN": 127140, + "FP": 71429, + "IoU": 0.10522663470334037, + "TN": 106424767, + "TP": 23352, + "n_pred": 94781, + "n_ref": 150492 + }, + "4": { + "Dice": 0.3866851056602858, + "FN": 2114, + "FP": 23165, + "IoU": 0.23968358999037537, + "TN": 106613440, + "TP": 7969, + "n_pred": 31134, + "n_ref": 10083 + }, + "5": { + "Dice": 0.0, + "FN": 4442, + "FP": 0, + "IoU": 0.0, + "TN": 106642246, + "TP": 0, + "n_pred": 0, + "n_ref": 4442 + }, + "6": { + "Dice": 0.7583220421945718, + "FN": 417418, + "FP": 127676, + "IoU": 0.6107236078627413, + "TN": 105246413, + "TP": 855181, + "n_pred": 982857, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.1332904143753263, + "FN": 312203, + "FP": 8210, + "IoU": 0.0714039373889657, + "TN": 106301637, + "TP": 24638, + "n_pred": 32848, + "n_ref": 336841 + }, + "8": { + "Dice": 0.0018794298001114916, + "FN": 70913, + "FP": 54421, + "IoU": 0.0009405987947581545, + "TN": 106521236, + "TP": 118, + "n_pred": 54539, + "n_ref": 71031 + }, + "9": { + "Dice": 0.2496267360582109, + "FN": 64603, + "FP": 58528, + "IoU": 0.14261343063253767, + "TN": 106503076, + "TP": 20481, + "n_pred": 79009, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 154744, + "FP": 11809, + "IoU": 0.0, + "TN": 107960375, + "TP": 0, + "n_pred": 11809, + "n_ref": 154744 + }, + "10": { + "Dice": 0.2745584630009506, + "FN": 67422, + "FP": 5075, + "IoU": 0.15912359654820452, + "TN": 108040712, + "TP": 13719, + "n_pred": 18794, + "n_ref": 81141 + }, + "11": { + "Dice": 0.19973529057875106, + "FN": 2207, + "FP": 4444, + "IoU": 0.11094773426012565, + "TN": 108119447, + "TP": 830, + "n_pred": 5274, + "n_ref": 3037 + }, + "12": { + "Dice": 0.0, + "FN": 3974, + "FP": 130, + "IoU": 0.0, + "TN": 108122824, + "TP": 0, + "n_pred": 130, + "n_ref": 3974 + }, + "13": { + "Dice": 0.020519385171449817, + "FN": 76332, + "FP": 27729, + "IoU": 0.010366045020969843, + "TN": 108021777, + "TP": 1090, + "n_pred": 28819, + "n_ref": 77422 + }, + "14": { + "Dice": 0.3923951391611133, + "FN": 25879, + "FP": 17521, + "IoU": 0.24408680809558644, + "TN": 108069514, + "TP": 14014, + "n_pred": 31535, + "n_ref": 39893 + }, + "15": { + "Dice": 0.13002927287878463, + "FN": 15060, + "FP": 147802, + "IoU": 0.0695354590277262, + "TN": 107951895, + "TP": 12171, + "n_pred": 159973, + "n_ref": 27231 + }, + "2": { + "Dice": 0.42476966705919195, + "FN": 94087, + "FP": 166765, + "IoU": 0.2696555914246436, + "TN": 107769765, + "TP": 96311, + "n_pred": 263076, + "n_ref": 190398 + }, + "3": { + "Dice": 0.10372422760200607, + "FN": 186834, + "FP": 44778, + "IoU": 0.05469891516403144, + "TN": 107881914, + "TP": 13402, + "n_pred": 58180, + "n_ref": 200236 + }, + "4": { + "Dice": 0.43891789781334095, + "FN": 8680, + "FP": 54288, + "IoU": 0.28116259689258766, + "TN": 108039331, + "TP": 24629, + "n_pred": 78917, + "n_ref": 33309 + }, + "5": { + "Dice": 0.0, + "FN": 3877, + "FP": 0, + "IoU": 0.0, + "TN": 108123051, + "TP": 0, + "n_pred": 0, + "n_ref": 3877 + }, + "6": { + "Dice": 0.7166952497362615, + "FN": 562928, + "FP": 161612, + "IoU": 0.5584762696381899, + "TN": 106485929, + "TP": 916459, + "n_pred": 1078071, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.16709740820658808, + "FN": 232494, + "FP": 5667, + "IoU": 0.09116546015851876, + "TN": 107864877, + "TP": 23890, + "n_pred": 29557, + "n_ref": 256384 + }, + "8": { + "Dice": 0.0, + "FN": 43171, + "FP": 42369, + "IoU": 0.0, + "TN": 108041388, + "TP": 0, + "n_pred": 42369, + "n_ref": 43171 + }, + "9": { + "Dice": 0.376195867382801, + "FN": 26682, + "FP": 89577, + "IoU": 0.23167564352509665, + "TN": 107975613, + "TP": 35056, + "n_pred": 124633, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0019455657746889176, + "FN": 124306, + "FP": 67552, + "IoU": 0.000973730115337551, + "TN": 62378115, + "TP": 187, + "n_pred": 67739, + "n_ref": 124493 + }, + "10": { + "Dice": 0.052114166526080086, + "FN": 57447, + "FP": 4358, + "IoU": 0.02675422020660116, + "TN": 62506656, + "TP": 1699, + "n_pred": 6057, + "n_ref": 59146 + }, + "11": { + "Dice": 0.0, + "FN": 2052, + "FP": 322, + "IoU": 0.0, + "TN": 62567786, + "TP": 0, + "n_pred": 322, + "n_ref": 2052 + }, + "12": { + "Dice": 0.03616071428571429, + "FN": 4186, + "FP": 132, + "IoU": 0.018413275744487385, + "TN": 62565761, + "TP": 81, + "n_pred": 213, + "n_ref": 4267 + }, + "13": { + "Dice": 0.1267403903803877, + "FN": 37904, + "FP": 14530, + "IoU": 0.06765767527872117, + "TN": 62513921, + "TP": 3805, + "n_pred": 18335, + "n_ref": 41709 + }, + "14": { + "Dice": 0.5967092548365927, + "FN": 189408, + "FP": 33663, + "IoU": 0.42522139969440786, + "TN": 62182061, + "TP": 165028, + "n_pred": 198691, + "n_ref": 354436 + }, + "15": { + "Dice": 0.2878634501876626, + "FN": 54371, + "FP": 128537, + "IoU": 0.16813112845421965, + "TN": 62350284, + "TP": 36968, + "n_pred": 165505, + "n_ref": 91339 + }, + "2": { + "Dice": 0.3886463041392619, + "FN": 113742, + "FP": 53849, + "IoU": 0.24119242419440282, + "TN": 62349299, + "TP": 53270, + "n_pred": 107119, + "n_ref": 167012 + }, + "3": { + "Dice": 0.07787165320866979, + "FN": 188716, + "FP": 82505, + "IoU": 0.04051324321742791, + "TN": 62287487, + "TP": 11452, + "n_pred": 93957, + "n_ref": 200168 + }, + "4": { + "Dice": 0.7266891751073319, + "FN": 6046, + "FP": 7068, + "IoU": 0.5707083933481734, + "TN": 62539612, + "TP": 17434, + "n_pred": 24502, + "n_ref": 23480 + }, + "5": { + "Dice": 0.0, + "FN": 8175, + "FP": 0, + "IoU": 0.0, + "TN": 62561985, + "TP": 0, + "n_pred": 0, + "n_ref": 8175 + }, + "6": { + "Dice": 0.6178544581763091, + "FN": 656575, + "FP": 334234, + "IoU": 0.4470256130632036, + "TN": 60778379, + "TP": 800972, + "n_pred": 1135206, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.05273731540177335, + "FN": 182160, + "FP": 5973, + "IoU": 0.027082794642395408, + "TN": 62376790, + "TP": 5237, + "n_pred": 11210, + "n_ref": 187397 + }, + "8": { + "Dice": 0.0, + "FN": 70124, + "FP": 7803, + "IoU": 0.0, + "TN": 62492233, + "TP": 0, + "n_pred": 7803, + "n_ref": 70124 + }, + "9": { + "Dice": 0.3798206302504954, + "FN": 14805, + "FP": 98810, + "IoU": 0.23443122245731304, + "TN": 62421754, + "TP": 34791, + "n_pred": 133601, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.02442211326041274, + "FN": 277082, + "FP": 12610, + "IoU": 0.012362009832332144, + "TN": 55087930, + "TP": 3626, + "n_pred": 16236, + "n_ref": 280708 + }, + "10": { + "Dice": 0.0910410108722345, + "FN": 72491, + "FP": 8939, + "IoU": 0.04769144407540815, + "TN": 55295740, + "TP": 4078, + "n_pred": 13017, + "n_ref": 76569 + }, + "11": { + "Dice": 0.04477287546185612, + "FN": 4224, + "FP": 171, + "IoU": 0.02289906625166741, + "TN": 55376750, + "TP": 103, + "n_pred": 274, + "n_ref": 4327 + }, + "12": { + "Dice": 0.0, + "FN": 4728, + "FP": 396, + "IoU": 0.0, + "TN": 55376124, + "TP": 0, + "n_pred": 396, + "n_ref": 4728 + }, + "13": { + "Dice": 0.28233124557241007, + "FN": 42317, + "FP": 21506, + "IoU": 0.1643688544980819, + "TN": 55304871, + "TP": 12554, + "n_pred": 34060, + "n_ref": 54871 + }, + "14": { + "Dice": 0.5977972737658189, + "FN": 41288, + "FP": 31238, + "IoU": 0.4263272796304499, + "TN": 55254824, + "TP": 53898, + "n_pred": 85136, + "n_ref": 95186 + }, + "15": { + "Dice": 0.48700888352164634, + "FN": 14261, + "FP": 140788, + "IoU": 0.3218848268291296, + "TN": 55152601, + "TP": 73598, + "n_pred": 214386, + "n_ref": 87859 + }, + "2": { + "Dice": 0.4815614400368545, + "FN": 88745, + "FP": 140831, + "IoU": 0.3171425257065012, + "TN": 55045049, + "TP": 106623, + "n_pred": 247454, + "n_ref": 195368 + }, + "3": { + "Dice": 0.10825478548380038, + "FN": 170285, + "FP": 53840, + "IoU": 0.05722482322308174, + "TN": 55143519, + "TP": 13604, + "n_pred": 67444, + "n_ref": 183889 + }, + "4": { + "Dice": 0.04563737623762376, + "FN": 6524, + "FP": 30490, + "IoU": 0.02335153961845959, + "TN": 55343349, + "TP": 885, + "n_pred": 31375, + "n_ref": 7409 + }, + "5": { + "Dice": 0.0, + "FN": 5640, + "FP": 0, + "IoU": 0.0, + "TN": 55375608, + "TP": 0, + "n_pred": 0, + "n_ref": 5640 + }, + "6": { + "Dice": 0.7006321979284017, + "FN": 506535, + "FP": 341424, + "IoU": 0.5392100657037793, + "TN": 53541019, + "TP": 992270, + "n_pred": 1333694, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.06660740495731089, + "FN": 168809, + "FP": 11795, + "IoU": 0.03445104999786151, + "TN": 55194200, + "TP": 6444, + "n_pred": 18239, + "n_ref": 175253 + }, + "8": { + "Dice": 0.0, + "FN": 47052, + "FP": 9186, + "IoU": 0.0, + "TN": 55325010, + "TP": 0, + "n_pred": 9186, + "n_ref": 47052 + }, + "9": { + "Dice": 0.43907352522386645, + "FN": 9287, + "FP": 97077, + "IoU": 0.28129033129945336, + "TN": 55233255, + "TP": 41629, + "n_pred": 138706, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.02018881491096191, + "FN": 285496, + "FP": 29285, + "IoU": 0.010197343596709683, + "TN": 110828591, + "TP": 3243, + "n_pred": 32528, + "n_ref": 288739 + }, + "10": { + "Dice": 0.30930091185410336, + "FN": 64466, + "FP": 15068, + "IoU": 0.18294261469869122, + "TN": 111049273, + "TP": 17808, + "n_pred": 32876, + "n_ref": 82274 + }, + "11": { + "Dice": 0.6414059980651403, + "FN": 1645, + "FP": 579, + "IoU": 0.4721101352955139, + "TN": 111142402, + "TP": 1989, + "n_pred": 2568, + "n_ref": 3634 + }, + "12": { + "Dice": 0.0, + "FN": 3104, + "FP": 388, + "IoU": 0.0, + "TN": 111143123, + "TP": 0, + "n_pred": 388, + "n_ref": 3104 + }, + "13": { + "Dice": 0.24839543378124493, + "FN": 49571, + "FP": 29240, + "IoU": 0.14181022279330097, + "TN": 111054781, + "TP": 13023, + "n_pred": 42263, + "n_ref": 62594 + }, + "14": { + "Dice": 0.014543207333401998, + "FN": 40763, + "FP": 7076, + "IoU": 0.0073248671978751664, + "TN": 111098423, + "TP": 353, + "n_pred": 7429, + "n_ref": 41116 + }, + "15": { + "Dice": 0.16084617756611375, + "FN": 8933, + "FP": 162512, + "IoU": 0.08745662032404351, + "TN": 110958739, + "TP": 16431, + "n_pred": 178943, + "n_ref": 25364 + }, + "2": { + "Dice": 0.4018066950358654, + "FN": 71331, + "FP": 180436, + "IoU": 0.25141307612027725, + "TN": 110810292, + "TP": 84556, + "n_pred": 264992, + "n_ref": 155887 + }, + "3": { + "Dice": 0.09897636385340815, + "FN": 231295, + "FP": 10237, + "IoU": 0.052064772878908, + "TN": 110891817, + "TP": 13266, + "n_pred": 23503, + "n_ref": 244561 + }, + "4": { + "Dice": 0.2487748424797474, + "FN": 10132, + "FP": 42447, + "IoU": 0.1420575997389247, + "TN": 111085330, + "TP": 8706, + "n_pred": 51153, + "n_ref": 18838 + }, + "5": { + "Dice": 0.0, + "FN": 4767, + "FP": 0, + "IoU": 0.0, + "TN": 111141848, + "TP": 0, + "n_pred": 0, + "n_ref": 4767 + }, + "6": { + "Dice": 0.7696912296590946, + "FN": 368530, + "FP": 370953, + "IoU": 0.6256081791937658, + "TN": 109171457, + "TP": 1235675, + "n_pred": 1606628, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.007602206494079989, + "FN": 377142, + "FP": 29623, + "IoU": 0.0038156067622935764, + "TN": 110738292, + "TP": 1558, + "n_pred": 31181, + "n_ref": 378700 + }, + "8": { + "Dice": 0.035526491391965835, + "FN": 77887, + "FP": 66649, + "IoU": 0.01808448484354407, + "TN": 110999417, + "TP": 2662, + "n_pred": 69311, + "n_ref": 80549 + }, + "9": { + "Dice": 0.2890631233091323, + "FN": 35927, + "FP": 62092, + "IoU": 0.16895019754803045, + "TN": 111028669, + "TP": 19927, + "n_pred": 82019, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.22124981045191358, + "FN": 166444, + "FP": 85199, + "IoU": 0.12438498208010021, + "TN": 96833635, + "TP": 35747, + "n_pred": 120946, + "n_ref": 202191 + }, + "10": { + "Dice": 0.2528121414153259, + "FN": 59309, + "FP": 29900, + "IoU": 0.1446965992655871, + "TN": 97016724, + "TP": 15092, + "n_pred": 44992, + "n_ref": 74401 + }, + "11": { + "Dice": 0.13399299113584828, + "FN": 3587, + "FP": 614, + "IoU": 0.07180733539549271, + "TN": 97116499, + "TP": 325, + "n_pred": 939, + "n_ref": 3912 + }, + "12": { + "Dice": 0.0, + "FN": 5283, + "FP": 627, + "IoU": 0.0, + "TN": 97115115, + "TP": 0, + "n_pred": 627, + "n_ref": 5283 + }, + "13": { + "Dice": 0.23738578229192972, + "FN": 38680, + "FP": 42861, + "IoU": 0.13467824093726122, + "TN": 97026793, + "TP": 12691, + "n_pred": 55552, + "n_ref": 51371 + }, + "14": { + "Dice": 0.6632527511805503, + "FN": 36815, + "FP": 61167, + "IoU": 0.49616915371720643, + "TN": 96926551, + "TP": 96492, + "n_pred": 157659, + "n_ref": 133307 + }, + "15": { + "Dice": 0.37206619409585584, + "FN": 10447, + "FP": 185501, + "IoU": 0.2285511811023622, + "TN": 96867025, + "TP": 58052, + "n_pred": 243553, + "n_ref": 68499 + }, + "2": { + "Dice": 0.4186230748765852, + "FN": 96586, + "FP": 100088, + "IoU": 0.26472061671439573, + "TN": 96853543, + "TP": 70808, + "n_pred": 170896, + "n_ref": 167394 + }, + "3": { + "Dice": 0.24696432162002815, + "FN": 183611, + "FP": 37350, + "IoU": 0.14087809202391968, + "TN": 96863831, + "TP": 36233, + "n_pred": 73583, + "n_ref": 219844 + }, + "4": { + "Dice": 0.5453524048226093, + "FN": 4613, + "FP": 16429, + "IoU": 0.3749034519636385, + "TN": 97087363, + "TP": 12620, + "n_pred": 29049, + "n_ref": 17233 + }, + "5": { + "Dice": 0.0, + "FN": 12458, + "FP": 0, + "IoU": 0.0, + "TN": 97108567, + "TP": 0, + "n_pred": 0, + "n_ref": 12458 + }, + "6": { + "Dice": 0.7613299077546752, + "FN": 408273, + "FP": 331189, + "IoU": 0.6146349318684365, + "TN": 95202164, + "TP": 1179399, + "n_pred": 1510588, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.027799683390872076, + "FN": 322006, + "FP": 10854, + "IoU": 0.014095770676413353, + "TN": 96783406, + "TP": 4759, + "n_pred": 15613, + "n_ref": 326765 + }, + "8": { + "Dice": 0.15879404916933035, + "FN": 90048, + "FP": 16537, + "IoU": 0.0862445882806807, + "TN": 97004380, + "TP": 10060, + "n_pred": 26597, + "n_ref": 100108 + }, + "9": { + "Dice": 0.2505908904171713, + "FN": 71961, + "FP": 68500, + "IoU": 0.14324316081612737, + "TN": 96957080, + "TP": 23484, + "n_pred": 91984, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.040502814072843576, + "FN": 193052, + "FP": 445, + "IoU": 0.02067000369468724, + "TN": 78858824, + "TP": 4084, + "n_pred": 4529, + "n_ref": 197136 + }, + "10": { + "Dice": 0.015658833694226073, + "FN": 92278, + "FP": 3, + "IoU": 0.007891200344030532, + "TN": 78963390, + "TP": 734, + "n_pred": 737, + "n_ref": 93012 + }, + "11": { + "Dice": 0.20507924384189422, + "FN": 2472, + "FP": 1691, + "IoU": 0.11425531914893618, + "TN": 79051705, + "TP": 537, + "n_pred": 2228, + "n_ref": 3009 + }, + "12": { + "Dice": 0.0, + "FN": 3004, + "FP": 305, + "IoU": 0.0, + "TN": 79053096, + "TP": 0, + "n_pred": 305, + "n_ref": 3004 + }, + "13": { + "Dice": 0.0027844131482919823, + "FN": 65380, + "FP": 2667, + "IoU": 0.001394147515482375, + "TN": 78988263, + "TP": 95, + "n_pred": 2762, + "n_ref": 65475 + }, + "14": { + "Dice": 0.38521545714802635, + "FN": 19780, + "FP": 37987, + "IoU": 0.23855532854412442, + "TN": 78980540, + "TP": 18098, + "n_pred": 56085, + "n_ref": 37878 + }, + "15": { + "Dice": 0.12191018506535525, + "FN": 26757, + "FP": 142868, + "IoU": 0.06491179713340683, + "TN": 78875005, + "TP": 11775, + "n_pred": 154643, + "n_ref": 38532 + }, + "2": { + "Dice": 0.5038003781839754, + "FN": 24425, + "FP": 149554, + "IoU": 0.3367200277543738, + "TN": 78794104, + "TP": 88322, + "n_pred": 237876, + "n_ref": 112747 + }, + "3": { + "Dice": 0.1562263454260131, + "FN": 108687, + "FP": 28422, + "IoU": 0.08473184603676853, + "TN": 78906603, + "TP": 12693, + "n_pred": 41115, + "n_ref": 121380 + }, + "4": { + "Dice": 0.07092285907775657, + "FN": 7906, + "FP": 7185, + "IoU": 0.0367651752090381, + "TN": 79040738, + "TP": 576, + "n_pred": 7761, + "n_ref": 8482 + }, + "5": { + "Dice": 0.0, + "FN": 4958, + "FP": 0, + "IoU": 0.0, + "TN": 79051447, + "TP": 0, + "n_pred": 0, + "n_ref": 4958 + }, + "6": { + "Dice": 0.5738001475647374, + "FN": 673169, + "FP": 285721, + "IoU": 0.40232800934943513, + "TN": 77452030, + "TP": 645485, + "n_pred": 931206, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.040791155838195765, + "FN": 464011, + "FP": 4175, + "IoU": 0.02082021830380578, + "TN": 78578264, + "TP": 9955, + "n_pred": 14130, + "n_ref": 473966 + }, + "8": { + "Dice": 0.0, + "FN": 31527, + "FP": 70734, + "IoU": 0.0, + "TN": 78954144, + "TP": 0, + "n_pred": 70734, + "n_ref": 31527 + }, + "9": { + "Dice": 0.4520823480475672, + "FN": 31621, + "FP": 64538, + "IoU": 0.29205839695499486, + "TN": 78920576, + "TP": 39670, + "n_pred": 104208, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.1414375224488167, + "FN": 213929, + "FP": 22714, + "IoU": 0.07610049388018038, + "TN": 122455805, + "TP": 19492, + "n_pred": 42206, + "n_ref": 233421 + }, + "10": { + "Dice": 0.1583282449690151, + "FN": 98209, + "FP": 31363, + "IoU": 0.08596985023878555, + "TN": 122570181, + "TP": 12187, + "n_pred": 43550, + "n_ref": 110396 + }, + "11": { + "Dice": 0.03338201543918214, + "FN": 4102, + "FP": 531, + "IoU": 0.016974326331423723, + "TN": 122707227, + "TP": 80, + "n_pred": 611, + "n_ref": 4182 + }, + "12": { + "Dice": 0.0, + "FN": 6290, + "FP": 1019, + "IoU": 0.0, + "TN": 122704631, + "TP": 0, + "n_pred": 1019, + "n_ref": 6290 + }, + "13": { + "Dice": 0.027625652159823714, + "FN": 52095, + "FP": 67931, + "IoU": 0.014006292563110465, + "TN": 122590209, + "TP": 1705, + "n_pred": 69636, + "n_ref": 53800 + }, + "14": { + "Dice": 0.6124843740019892, + "FN": 40571, + "FP": 44367, + "IoU": 0.4414252081387855, + "TN": 122559878, + "TP": 67124, + "n_pred": 111491, + "n_ref": 107695 + }, + "15": { + "Dice": 0.2701364569496438, + "FN": 10823, + "FP": 206761, + "IoU": 0.1561605584642234, + "TN": 122454090, + "TP": 40266, + "n_pred": 247027, + "n_ref": 51089 + }, + "2": { + "Dice": 0.29318797078025294, + "FN": 93133, + "FP": 118090, + "IoU": 0.17177519595656998, + "TN": 122456909, + "TP": 43808, + "n_pred": 161898, + "n_ref": 136941 + }, + "3": { + "Dice": 0.2515218849021129, + "FN": 117185, + "FP": 53596, + "IoU": 0.14385189195692716, + "TN": 122512464, + "TP": 28695, + "n_pred": 82291, + "n_ref": 145880 + }, + "4": { + "Dice": 0.3705885733992413, + "FN": 39685, + "FP": 47919, + "IoU": 0.22743707779953085, + "TN": 122598546, + "TP": 25790, + "n_pred": 73709, + "n_ref": 65475 + }, + "5": { + "Dice": 0.0, + "FN": 17209, + "FP": 0, + "IoU": 0.0, + "TN": 122694731, + "TP": 0, + "n_pred": 0, + "n_ref": 17209 + }, + "6": { + "Dice": 0.6650247920039186, + "FN": 615183, + "FP": 488565, + "IoU": 0.4981551627480641, + "TN": 120512559, + "TP": 1095633, + "n_pred": 1584198, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.07462941149966851, + "FN": 543035, + "FP": 32031, + "IoU": 0.038761063426131, + "TN": 122113685, + "TP": 23189, + "n_pred": 55220, + "n_ref": 566224 + }, + "8": { + "Dice": 0.005412478770498649, + "FN": 135964, + "FP": 42649, + "IoU": 0.0027135829904131234, + "TN": 122532841, + "TP": 486, + "n_pred": 43135, + "n_ref": 136450 + }, + "9": { + "Dice": 0.25980714282237377, + "FN": 48059, + "FP": 104004, + "IoU": 0.14929790209790209, + "TN": 122533190, + "TP": 26687, + "n_pred": 130691, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/loop_002/summary_cross_val.json b/nnActive_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/loop_002/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..a3e82410b9a5138b8dc7a2bb57dc1a814b27a04c --- /dev/null +++ b/nnActive_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/loop_002/summary_cross_val.json @@ -0,0 +1,14880 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": 0.10197957135949316, + "FN": 256.51851851851853, + "FP": 110.5925925925926, + "IoU": 0.07738964569571713, + "TN": 20448.91111111111, + "TP": 119.0888888888889, + "n_pred": 229.68148148148154, + "n_ref": 375.60740740740744 + }, + "mean": { + "1": { + "Dice": 0.06813968635703192, + "FN": 294.05555555555554, + "FP": 33.77777777777778, + "IoU": 0.03794854623583905, + "TN": 20569.5, + "TP": 37.77777777777778, + "n_pred": 71.55555555555556, + "n_ref": 331.8333333333333 + }, + "10": { + "Dice": 0.0, + "FN": 97.0, + "FP": 53.333333333333336, + "IoU": 0.0, + "TN": 20784.777777777777, + "TP": 0.0, + "n_pred": 53.333333333333336, + "n_ref": 97.0 + }, + "11": { + "Dice": 0.0, + "FN": 178.83333333333334, + "FP": 0.0, + "IoU": 0.0, + "TN": 20756.277777777777, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 178.83333333333334 + }, + "12": { + "Dice": 0.0, + "FN": 145.72222222222223, + "FP": 0.0, + "IoU": 0.0, + "TN": 20789.38888888889, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 145.72222222222223 + }, + "13": { + "Dice": 0.11570593149540519, + "FN": 146.55555555555554, + "FP": 106.27777777777777, + "IoU": 0.07139980438409758, + "TN": 20641.055555555555, + "TP": 41.22222222222222, + "n_pred": 147.5, + "n_ref": 187.77777777777777 + }, + "14": { + "Dice": 0.0, + "FN": 910.2222222222222, + "FP": 26.61111111111111, + "IoU": 0.0, + "TN": 19998.277777777777, + "TP": 0.0, + "n_pred": 26.61111111111111, + "n_ref": 910.2222222222222 + }, + "15": { + "Dice": 0.0, + "FN": 0.0, + "FP": 241.33333333333334, + "IoU": 0.0, + "TN": 20693.777777777777, + "TP": 0.0, + "n_pred": 241.33333333333334, + "n_ref": 0.0 + }, + "2": { + "Dice": 0.12626262626262627, + "FN": 304.05555555555554, + "FP": 68.61111111111111, + "IoU": 0.09126984126984128, + "TN": 20542.333333333332, + "TP": 20.11111111111111, + "n_pred": 88.72222222222223, + "n_ref": 324.1666666666667 + }, + "3": { + "Dice": 0.225117093218092, + "FN": 68.55555555555556, + "FP": 125.83333333333333, + "IoU": 0.15329452264138207, + "TN": 20644.944444444445, + "TP": 95.77777777777777, + "n_pred": 221.61111111111111, + "n_ref": 164.33333333333334 + }, + "4": { + "Dice": 0.13188180404354588, + "FN": 551.0555555555555, + "FP": 0.16666666666666666, + "IoU": 0.08220240403257077, + "TN": 20277.88888888889, + "TP": 106.0, + "n_pred": 106.16666666666667, + "n_ref": 657.0555555555555 + }, + "5": { + "Dice": 0.0, + "FN": 160.11111111111111, + "FP": 0.0, + "IoU": 0.0, + "TN": 20775.0, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 160.11111111111111 + }, + "6": { + "Dice": 0.23184709002376772, + "FN": 493.1666666666667, + "FP": 533.9444444444445, + "IoU": 0.18613913521074868, + "TN": 19315.88888888889, + "TP": 592.1111111111111, + "n_pred": 1126.0555555555557, + "n_ref": 1085.2777777777778 + }, + "7": { + "Dice": 0.0, + "FN": 227.83333333333334, + "FP": 205.94444444444446, + "IoU": 0.0, + "TN": 20501.333333333332, + "TP": 0.0, + "n_pred": 205.94444444444446, + "n_ref": 227.83333333333334 + }, + "8": { + "Dice": 0.4172141761258767, + "FN": 21.333333333333332, + "FP": 114.27777777777777, + "IoU": 0.36924321758344014, + "TN": 20360.722222222223, + "TP": 438.77777777777777, + "n_pred": 553.0555555555555, + "n_ref": 460.1111111111111 + }, + "9": { + "Dice": 0.2135251628660517, + "FN": 249.27777777777777, + "FP": 148.77777777777777, + "IoU": 0.16934721407783765, + "TN": 20082.5, + "TP": 454.55555555555554, + "n_pred": 603.3333333333334, + "n_ref": 703.8333333333334 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0004.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0004.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0033.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0033.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 125, + "IoU": 0.0, + "TN": 16259, + "TP": 0, + "n_pred": 125, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 40, + "IoU": 0.0, + "TN": 16344, + "TP": 0, + "n_pred": 40, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 420, + "IoU": 0.0, + "TN": 15964, + "TP": 0, + "n_pred": 420, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0058.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0058.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 117, + "IoU": 0.0, + "TN": 16267, + "TP": 0, + "n_pred": 117, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6613263785394933, + "FN": 5244, + "FP": 210, + "IoU": 0.4940161424993042, + "TN": 5605, + "TP": 5325, + "n_pred": 5535, + "n_ref": 10569 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.6814797846752949, + "FN": 2702, + "FP": 79, + "IoU": 0.5168519805420431, + "TN": 10628, + "TP": 2975, + "n_pred": 3054, + "n_ref": 5677 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0064.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0064.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 16382, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 156, + "FP": 388, + "IoU": 0.0, + "TN": 15840, + "TP": 0, + "n_pred": 388, + "n_ref": 156 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 3589, + "FP": 0, + "IoU": 0.0, + "TN": 12795, + "TP": 0, + "n_pred": 0, + "n_ref": 3589 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.811839911061701, + "FN": 1304, + "FP": 50, + "IoU": 0.6832748538011696, + "TN": 12109, + "TP": 2921, + "n_pred": 2971, + "n_ref": 4225 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 48, + "IoU": 0.0, + "TN": 16336, + "TP": 0, + "n_pred": 48, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0083.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0083.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.25, + "FN": 198, + "FP": 0, + "IoU": 0.14285714285714285, + "TN": 32537, + "TP": 33, + "n_pred": 33, + "n_ref": 231 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9672942045035068, + "FN": 74, + "FP": 369, + "IoU": 0.9366599942808121, + "TN": 25774, + "TP": 6551, + "n_pred": 6920, + "n_ref": 6625 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0170.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0170.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 674, + "IoU": 0.0, + "TN": 15710, + "TP": 0, + "n_pred": 674, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1237, + "IoU": 0.0, + "TN": 15147, + "TP": 0, + "n_pred": 1237, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 2882, + "FP": 0, + "IoU": 0.0, + "TN": 13502, + "TP": 0, + "n_pred": 0, + "n_ref": 2882 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 4101, + "FP": 0, + "IoU": 0.0, + "TN": 12283, + "TP": 0, + "n_pred": 0, + "n_ref": 4101 + }, + "8": { + "Dice": 0.7015625, + "FN": 310, + "FP": 836, + "IoU": 0.5403128760529483, + "TN": 13891, + "TP": 1347, + "n_pred": 2183, + "n_ref": 1657 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 714, + "IoU": 0.0, + "TN": 15670, + "TP": 0, + "n_pred": 714, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0171.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0171.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 2200, + "IoU": 0.0, + "TN": 14184, + "TP": 0, + "n_pred": 2200, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0179.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0179.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0181.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0181.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 39, + "IoU": 0.0, + "TN": 16345, + "TP": 0, + "n_pred": 39, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 1522, + "FP": 0, + "IoU": 0.0, + "TN": 14862, + "TP": 0, + "n_pred": 0, + "n_ref": 1522 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 14, + "IoU": 0.0, + "TN": 16370, + "TP": 0, + "n_pred": 14, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.22377049180327868, + "FN": 1813, + "FP": 81, + "IoU": 0.12598061836640517, + "TN": 14217, + "TP": 273, + "n_pred": 354, + "n_ref": 2086 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 185, + "IoU": 0.0, + "TN": 16199, + "TP": 0, + "n_pred": 185, + "n_ref": 0 + }, + "9": { + "Dice": 0.7945917042242763, + "FN": 888, + "FP": 1801, + "IoU": 0.6591888466413182, + "TN": 8494, + "TP": 5201, + "n_pred": 7002, + "n_ref": 6089 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0199.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0199.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 32765, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 78, + "IoU": 0.0, + "TN": 32690, + "TP": 0, + "n_pred": 78, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 468, + "IoU": 0.0, + "TN": 32300, + "TP": 0, + "n_pred": 468, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 1180, + "IoU": 0.0, + "TN": 31588, + "TP": 0, + "n_pred": 1180, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0226.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0226.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.20441905907109575, + "FN": 5293, + "FP": 0, + "IoU": 0.11384563870751715, + "TN": 10411, + "TP": 680, + "n_pred": 680, + "n_ref": 5973 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 46, + "IoU": 0.0, + "TN": 16338, + "TP": 0, + "n_pred": 46, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 124, + "IoU": 0.0, + "TN": 16260, + "TP": 0, + "n_pred": 124, + "n_ref": 0 + }, + "3": { + "Dice": 0.09226190476190477, + "FN": 610, + "FP": 0, + "IoU": 0.0483619344773791, + "TN": 15743, + "TP": 31, + "n_pred": 31, + "n_ref": 641 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 752, + "IoU": 0.0, + "TN": 15632, + "TP": 0, + "n_pred": 752, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 667, + "IoU": 0.0, + "TN": 15717, + "TP": 0, + "n_pred": 667, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0249.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0249.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 605, + "IoU": 0.0, + "TN": 32163, + "TP": 0, + "n_pred": 605, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 1746, + "FP": 0, + "IoU": 0.0, + "TN": 31022, + "TP": 0, + "n_pred": 0, + "n_ref": 1746 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 2623, + "FP": 0, + "IoU": 0.0, + "TN": 30145, + "TP": 0, + "n_pred": 0, + "n_ref": 2623 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 16384, + "FP": 24, + "IoU": 0.0, + "TN": 16360, + "TP": 0, + "n_pred": 24, + "n_ref": 16384 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 4344, + "IoU": 0.0, + "TN": 28424, + "TP": 0, + "n_pred": 4344, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 956, + "IoU": 0.0, + "TN": 31812, + "TP": 0, + "n_pred": 956, + "n_ref": 0 + }, + "3": { + "Dice": 0.5830893748923712, + "FN": 624, + "FP": 1797, + "IoU": 0.4115216334467671, + "TN": 28654, + "TP": 1693, + "n_pred": 3490, + "n_ref": 2317 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 3275, + "IoU": 0.0, + "TN": 29493, + "TP": 0, + "n_pred": 3275, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0268.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0268.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 32, + "IoU": 0.0, + "TN": 16352, + "TP": 0, + "n_pred": 32, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0296.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0296.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 784, + "FP": 0, + "IoU": 0.0, + "TN": 48368, + "TP": 0, + "n_pred": 0, + "n_ref": 784 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 115, + "IoU": 0.0, + "TN": 49037, + "TP": 0, + "n_pred": 115, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.39564541213063764, + "FN": 5826, + "FP": 3, + "IoU": 0.2466072120977123, + "TN": 41415, + "TP": 1908, + "n_pred": 1911, + "n_ref": 7734 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 1037, + "IoU": 0.0, + "TN": 48115, + "TP": 0, + "n_pred": 1037, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 3707, + "IoU": 0.0, + "TN": 45445, + "TP": 0, + "n_pred": 3707, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0299.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0299.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0362.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0362.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 16380, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.4442355889724311, + "FN": 1500, + "FP": 274, + "IoU": 0.28554168344744263, + "TN": 13901, + "TP": 709, + "n_pred": 983, + "n_ref": 2209 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 330, + "IoU": 0.0, + "TN": 16054, + "TP": 0, + "n_pred": 330, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.09090909090909091, + "FN": 5380, + "FP": 0, + "IoU": 0.047619047619047616, + "TN": 10735, + "TP": 269, + "n_pred": 269, + "n_ref": 5649 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 504, + "FP": 0, + "IoU": 0.0, + "TN": 15880, + "TP": 0, + "n_pred": 0, + "n_ref": 504 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 187, + "IoU": 0.0, + "TN": 16197, + "TP": 0, + "n_pred": 187, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.018604651162790697, + "FN": 629, + "FP": 4, + "IoU": 0.009389671361502348, + "TN": 15745, + "TP": 6, + "n_pred": 10, + "n_ref": 635 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0388.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0388.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 1697, + "FP": 0, + "IoU": 0.0, + "TN": 14687, + "TP": 0, + "n_pred": 0, + "n_ref": 1697 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.6666666666666666, + "FN": 93, + "FP": 0, + "IoU": 0.5, + "TN": 16198, + "TP": 93, + "n_pred": 93, + "n_ref": 186 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8533812088569719, + "FN": 516, + "FP": 219, + "IoU": 0.744258872651357, + "TN": 13510, + "TP": 2139, + "n_pred": 2358, + "n_ref": 2655 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 268, + "FP": 0, + "IoU": 0.0, + "TN": 16116, + "TP": 0, + "n_pred": 0, + "n_ref": 268 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0401.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0401.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": 0.07005684641742022, + "FN": 335.23333333333335, + "FP": 189.84074074074076, + "IoU": 0.05043349434064962, + "TN": 22164.60370370371, + "TP": 65.87777777777778, + "n_pred": 255.71851851851852, + "n_ref": 401.1111111111111 + }, + "mean": { + "1": { + "Dice": 0.0, + "FN": 477.05555555555554, + "FP": 269.44444444444446, + "IoU": 0.0, + "TN": 22009.055555555555, + "TP": 0.0, + "n_pred": 269.44444444444446, + "n_ref": 477.05555555555554 + }, + "10": { + "Dice": 0.036676780296269855, + "FN": 354.44444444444446, + "FP": 9.444444444444445, + "IoU": 0.019790061633281973, + "TN": 22368.833333333332, + "TP": 22.833333333333332, + "n_pred": 32.27777777777778, + "n_ref": 377.27777777777777 + }, + "11": { + "Dice": 0.22027936890764746, + "FN": 230.22222222222223, + "FP": 7.666666666666667, + "IoU": 0.1644904697583671, + "TN": 22456.777777777777, + "TP": 60.888888888888886, + "n_pred": 68.55555555555556, + "n_ref": 291.1111111111111 + }, + "12": { + "Dice": 0.0, + "FN": 0.0, + "FP": 0.16666666666666666, + "IoU": 0.0, + "TN": 22755.38888888889, + "TP": 0.0, + "n_pred": 0.16666666666666666, + "n_ref": 0.0 + }, + "13": { + "Dice": 0.09638858065166953, + "FN": 364.72222222222223, + "FP": 251.38888888888889, + "IoU": 0.059703824043989, + "TN": 22033.277777777777, + "TP": 106.16666666666667, + "n_pred": 357.55555555555554, + "n_ref": 470.8888888888889 + }, + "14": { + "Dice": 0.11571796673694072, + "FN": 186.77777777777777, + "FP": 586.8333333333334, + "IoU": 0.08141067897165458, + "TN": 21844.722222222223, + "TP": 137.22222222222223, + "n_pred": 724.0555555555555, + "n_ref": 324.0 + }, + "15": { + "Dice": 0.0, + "FN": 0.0, + "FP": 130.44444444444446, + "IoU": 0.0, + "TN": 22625.11111111111, + "TP": 0.0, + "n_pred": 130.44444444444446, + "n_ref": 0.0 + }, + "2": { + "Dice": 0.0008699434536755111, + "FN": 443.3333333333333, + "FP": 949.0555555555555, + "IoU": 0.0004363001745200698, + "TN": 21362.38888888889, + "TP": 0.7777777777777778, + "n_pred": 949.8333333333334, + "n_ref": 444.1111111111111 + }, + "3": { + "Dice": 0.05263157894736842, + "FN": 1039.8333333333333, + "FP": 204.11111111111111, + "IoU": 0.03125, + "TN": 21505.444444444445, + "TP": 6.166666666666667, + "n_pred": 210.27777777777777, + "n_ref": 1046.0 + }, + "4": { + "Dice": 0.11216172155200521, + "FN": 100.61111111111111, + "FP": 13.333333333333334, + "IoU": 0.06742453939631517, + "TN": 22612.944444444445, + "TP": 28.666666666666668, + "n_pred": 42.0, + "n_ref": 129.27777777777777 + }, + "5": { + "Dice": 0.0, + "FN": 0.0, + "FP": 1.5, + "IoU": 0.0, + "TN": 22754.055555555555, + "TP": 0.0, + "n_pred": 1.5, + "n_ref": 0.0 + }, + "6": { + "Dice": 0.24444949824615503, + "FN": 526.1666666666666, + "FP": 269.8333333333333, + "IoU": 0.2013598805162845, + "TN": 21468.277777777777, + "TP": 491.27777777777777, + "n_pred": 761.1111111111111, + "n_ref": 1017.4444444444445 + }, + "7": { + "Dice": 0.0, + "FN": 494.6111111111111, + "FP": 131.22222222222223, + "IoU": 0.0, + "TN": 22129.722222222223, + "TP": 0.0, + "n_pred": 131.22222222222223, + "n_ref": 494.6111111111111 + }, + "8": { + "Dice": 0.0, + "FN": 304.8333333333333, + "FP": 0.0, + "IoU": 0.0, + "TN": 22450.722222222223, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 304.8333333333333 + }, + "9": { + "Dice": 0.17167725746957144, + "FN": 505.8888888888889, + "FP": 23.166666666666668, + "IoU": 0.1306366606153321, + "TN": 22092.333333333332, + "TP": 134.16666666666666, + "n_pred": 157.33333333333334, + "n_ref": 640.0555555555555 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0006.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0006.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 502, + "FP": 0, + "IoU": 0.0, + "TN": 15882, + "TP": 0, + "n_pred": 0, + "n_ref": 502 + }, + "10": { + "Dice": 0.0, + "FN": 2, + "FP": 0, + "IoU": 0.0, + "TN": 16382, + "TP": 0, + "n_pred": 0, + "n_ref": 2 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 117, + "IoU": 0.0, + "TN": 16267, + "TP": 0, + "n_pred": 117, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 67, + "IoU": 0.0, + "TN": 16317, + "TP": 0, + "n_pred": 67, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 12278, + "IoU": 0.0, + "TN": 4106, + "TP": 0, + "n_pred": 12278, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 10486, + "FP": 0, + "IoU": 0.0, + "TN": 5898, + "TP": 0, + "n_pred": 0, + "n_ref": 10486 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0014.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0014.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 16378, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 143, + "IoU": 0.0, + "TN": 16241, + "TP": 0, + "n_pred": 143, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 10, + "IoU": 0.0, + "TN": 16374, + "TP": 0, + "n_pred": 10, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 3158, + "FP": 0, + "IoU": 0.0, + "TN": 13226, + "TP": 0, + "n_pred": 0, + "n_ref": 3158 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0042.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0042.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 32764, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 7296, + "FP": 2362, + "IoU": 0.0, + "TN": 23110, + "TP": 0, + "n_pred": 2362, + "n_ref": 7296 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0044.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0044.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 1612, + "FP": 0, + "IoU": 0.0, + "TN": 14772, + "TP": 0, + "n_pred": 0, + "n_ref": 1612 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.3855543226066781, + "FN": 1790, + "FP": 4301, + "IoU": 0.238815296175956, + "TN": 8382, + "TP": 1911, + "n_pred": 6212, + "n_ref": 3701 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0005236973029588898, + "FN": 3406, + "FP": 411, + "IoU": 0.00026191723415400735, + "TN": 12566, + "TP": 1, + "n_pred": 412, + "n_ref": 3407 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0049.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0049.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0072.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0072.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1013, + "IoU": 0.0, + "TN": 31755, + "TP": 0, + "n_pred": 1013, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 2061, + "FP": 0, + "IoU": 0.0, + "TN": 30707, + "TP": 0, + "n_pred": 0, + "n_ref": 2061 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 907, + "FP": 0, + "IoU": 0.0, + "TN": 31861, + "TP": 0, + "n_pred": 0, + "n_ref": 907 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 3410, + "FP": 0, + "IoU": 0.0, + "TN": 29358, + "TP": 0, + "n_pred": 0, + "n_ref": 3410 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1883, + "IoU": 0.0, + "TN": 30885, + "TP": 0, + "n_pred": 1883, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.5754488112566715, + "FN": 846, + "FP": 29, + "IoU": 0.4039509536784741, + "TN": 31300, + "TP": 593, + "n_pred": 622, + "n_ref": 1439 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 5487, + "FP": 0, + "IoU": 0.0, + "TN": 27281, + "TP": 0, + "n_pred": 0, + "n_ref": 5487 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0075.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0075.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0084.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0084.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0094.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0094.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0119.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0119.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 36, + "IoU": 0.0, + "TN": 32732, + "TP": 0, + "n_pred": 36, + "n_ref": 0 + }, + "10": { + "Dice": 0.14670712118507942, + "FN": 4766, + "FP": 15, + "IoU": 0.07916024653312789, + "TN": 27576, + "TP": 411, + "n_pred": 426, + "n_ref": 5177 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 102, + "IoU": 0.0, + "TN": 32666, + "TP": 0, + "n_pred": 102, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1648, + "IoU": 0.0, + "TN": 31120, + "TP": 0, + "n_pred": 1648, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 423, + "IoU": 0.0, + "TN": 32345, + "TP": 0, + "n_pred": 423, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 918, + "FP": 0, + "IoU": 0.0, + "TN": 31850, + "TP": 0, + "n_pred": 0, + "n_ref": 918 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0131.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0131.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 1096, + "FP": 0, + "IoU": 0.0, + "TN": 31672, + "TP": 0, + "n_pred": 0, + "n_ref": 1096 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 4134, + "IoU": 0.0, + "TN": 28634, + "TP": 0, + "n_pred": 4134, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.006089604175728578, + "FN": 4570, + "FP": 0, + "IoU": 0.0030541012216404886, + "TN": 28184, + "TP": 14, + "n_pred": 14, + "n_ref": 4584 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 4380, + "FP": 0, + "IoU": 0.0, + "TN": 28388, + "TP": 0, + "n_pred": 0, + "n_ref": 4380 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 6, + "FP": 0, + "IoU": 0.0, + "TN": 32762, + "TP": 0, + "n_pred": 0, + "n_ref": 6 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0160.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0160.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 3801, + "IoU": 0.0, + "TN": 12583, + "TP": 0, + "n_pred": 3801, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 759, + "IoU": 0.0, + "TN": 15625, + "TP": 0, + "n_pred": 759, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 3492, + "FP": 0, + "IoU": 0.0, + "TN": 12892, + "TP": 0, + "n_pred": 0, + "n_ref": 3492 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0161.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0161.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0217.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0217.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 32765, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.5785898336847036, + "FN": 3362, + "FP": 236, + "IoU": 0.4070533948582729, + "TN": 26700, + "TP": 2470, + "n_pred": 2706, + "n_ref": 5832 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 114, + "IoU": 0.0, + "TN": 32654, + "TP": 0, + "n_pred": 114, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 4379, + "IoU": 0.0, + "TN": 28389, + "TP": 0, + "n_pred": 4379, + "n_ref": 0 + }, + "3": { + "Dice": 0.3157894736842105, + "FN": 481, + "FP": 0, + "IoU": 0.1875, + "TN": 32176, + "TP": 111, + "n_pred": 111, + "n_ref": 592 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0263.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0263.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 155, + "IoU": 0.0, + "TN": 16229, + "TP": 0, + "n_pred": 155, + "n_ref": 0 + }, + "11": { + "Dice": 0.6608381067229424, + "FN": 987, + "FP": 138, + "IoU": 0.4934714092751013, + "TN": 14163, + "TP": 1096, + "n_pred": 1234, + "n_ref": 2083 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 224, + "IoU": 0.0, + "TN": 16160, + "TP": 0, + "n_pred": 224, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 27, + "IoU": 0.0, + "TN": 16357, + "TP": 0, + "n_pred": 27, + "n_ref": 0 + }, + "6": { + "Dice": 0.6829268292682927, + "FN": 338, + "FP": 442, + "IoU": 0.5185185185185185, + "TN": 14764, + "TP": 840, + "n_pred": 1282, + "n_ref": 1178 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.6861853325753269, + "FN": 2202, + "FP": 6, + "IoU": 0.5222847252271744, + "TN": 11762, + "TP": 2414, + "n_pred": 2420, + "n_ref": 4616 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0282.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0282.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 3868, + "FP": 0, + "IoU": 0.0, + "TN": 12516, + "TP": 0, + "n_pred": 0, + "n_ref": 3868 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 224, + "IoU": 0.0, + "TN": 16160, + "TP": 0, + "n_pred": 224, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.33648516465601563, + "FN": 1811, + "FP": 224, + "IoU": 0.20227361818894551, + "TN": 13833, + "TP": 516, + "n_pred": 740, + "n_ref": 2327 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9416698436904308, + "FN": 749, + "FP": 169, + "IoU": 0.8897694524495677, + "TN": 8056, + "TP": 7410, + "n_pred": 7579, + "n_ref": 8159 + }, + "7": { + "Dice": 0.0, + "FN": 689, + "FP": 0, + "IoU": 0.0, + "TN": 15695, + "TP": 0, + "n_pred": 0, + "n_ref": 689 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0336.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0336.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 8085, + "FP": 0, + "IoU": 0.0, + "TN": 24683, + "TP": 0, + "n_pred": 0, + "n_ref": 8085 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 6070, + "IoU": 0.0, + "TN": 26698, + "TP": 0, + "n_pred": 6070, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 2167, + "IoU": 0.0, + "TN": 30601, + "TP": 0, + "n_pred": 2167, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 100, + "IoU": 0.0, + "TN": 32668, + "TP": 0, + "n_pred": 100, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 7750, + "FP": 0, + "IoU": 0.0, + "TN": 25018, + "TP": 0, + "n_pred": 0, + "n_ref": 7750 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 32762, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 3031, + "IoU": 0.0, + "TN": 29737, + "TP": 0, + "n_pred": 3031, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0374.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0374.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": 0.08513316888359146, + "FN": 403.8370370370371, + "FP": 200.4148148148148, + "IoU": 0.06136741145900829, + "TN": 23816.625925925928, + "TP": 155.12222222222223, + "n_pred": 355.53703703703707, + "n_ref": 558.9592592592593 + }, + "mean": { + "1": { + "Dice": 0.08613369055285432, + "FN": 710.7777777777778, + "FP": 160.0, + "IoU": 0.057828876729206634, + "TN": 23389.0, + "TP": 316.22222222222223, + "n_pred": 476.22222222222223, + "n_ref": 1027.0 + }, + "10": { + "Dice": 0.0, + "FN": 677.2222222222222, + "FP": 5.944444444444445, + "IoU": 0.0, + "TN": 23892.833333333332, + "TP": 0.0, + "n_pred": 5.944444444444445, + "n_ref": 677.2222222222222 + }, + "11": { + "Dice": 0.0, + "FN": 0.0, + "FP": 14.11111111111111, + "IoU": 0.0, + "TN": 24561.88888888889, + "TP": 0.0, + "n_pred": 14.11111111111111, + "n_ref": 0.0 + }, + "12": { + "Dice": 0.0, + "FN": 308.0, + "FP": 0.0, + "IoU": 0.0, + "TN": 24268.0, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 308.0 + }, + "13": { + "Dice": 0.14728682170542637, + "FN": 17.11111111111111, + "FP": 0.2777777777777778, + "IoU": 0.08636363636363636, + "TN": 24557.555555555555, + "TP": 1.0555555555555556, + "n_pred": 1.3333333333333333, + "n_ref": 18.166666666666668 + }, + "14": { + "Dice": 0.09752444351986686, + "FN": 26.555555555555557, + "FP": 209.5, + "IoU": 0.06448418156808802, + "TN": 24274.833333333332, + "TP": 65.11111111111111, + "n_pred": 274.6111111111111, + "n_ref": 91.66666666666667 + }, + "15": { + "Dice": 0.1346782988004362, + "FN": 534.2777777777778, + "FP": 24.38888888888889, + "IoU": 0.07781978575929427, + "TN": 23962.444444444445, + "TP": 54.888888888888886, + "n_pred": 79.27777777777777, + "n_ref": 589.1666666666666 + }, + "2": { + "Dice": 0.058882599485975365, + "FN": 1194.4444444444443, + "FP": 114.38888888888889, + "IoU": 0.03294655517028509, + "TN": 23115.666666666668, + "TP": 151.5, + "n_pred": 265.8888888888889, + "n_ref": 1345.9444444444443 + }, + "3": { + "Dice": 0.11258805151934924, + "FN": 221.33333333333334, + "FP": 824.8888888888889, + "IoU": 0.09290335133031762, + "TN": 23423.666666666668, + "TP": 106.11111111111111, + "n_pred": 931.0, + "n_ref": 327.44444444444446 + }, + "4": { + "Dice": 0.0, + "FN": 0.0, + "FP": 90.72222222222223, + "IoU": 0.0, + "TN": 24485.277777777777, + "TP": 0.0, + "n_pred": 90.72222222222223, + "n_ref": 0.0 + }, + "5": { + "Dice": 0.037694013303769404, + "FN": 90.72222222222223, + "FP": 5.722222222222222, + "IoU": 0.0192090395480226, + "TN": 24477.666666666668, + "TP": 1.8888888888888888, + "n_pred": 7.611111111111111, + "n_ref": 92.61111111111111 + }, + "6": { + "Dice": 0.21337181568744176, + "FN": 1861.7222222222222, + "FP": 915.6666666666666, + "IoU": 0.16662536463555527, + "TN": 20482.722222222223, + "TP": 1315.888888888889, + "n_pred": 2231.5555555555557, + "n_ref": 3177.6111111111113 + }, + "7": { + "Dice": 0.0, + "FN": 0.9444444444444444, + "FP": 416.94444444444446, + "IoU": 0.0, + "TN": 24158.11111111111, + "TP": 0.0, + "n_pred": 416.94444444444446, + "n_ref": 0.9444444444444444 + }, + "8": { + "Dice": 0.3888377986787524, + "FN": 414.1111111111111, + "FP": 2.5555555555555554, + "IoU": 0.3223303807807187, + "TN": 23845.166666666668, + "TP": 314.1666666666667, + "n_pred": 316.72222222222223, + "n_ref": 728.2777777777778 + }, + "9": { + "Dice": 0.0, + "FN": 0.3333333333333333, + "FP": 221.11111111111111, + "IoU": 0.0, + "TN": 24354.555555555555, + "TP": 0.0, + "n_pred": 221.11111111111111, + "n_ref": 0.3333333333333333 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0011.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0011.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 32767, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 68, + "IoU": 0.0, + "TN": 32700, + "TP": 0, + "n_pred": 68, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.48762221759933433, + "FN": 478, + "FP": 1985, + "IoU": 0.32242090784044014, + "TN": 29133, + "TP": 1172, + "n_pred": 3157, + "n_ref": 1650 + }, + "15": { + "Dice": 0.2693565976008724, + "FN": 4922, + "FP": 438, + "IoU": 0.15563957151858854, + "TN": 26420, + "TP": 988, + "n_pred": 1426, + "n_ref": 5910 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 313, + "IoU": 0.0, + "TN": 32455, + "TP": 0, + "n_pred": 313, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 6586, + "IoU": 0.0, + "TN": 26182, + "TP": 0, + "n_pred": 6586, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0016.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0016.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0017.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0017.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1559, + "IoU": 0.0, + "TN": 14825, + "TP": 0, + "n_pred": 1559, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 886, + "IoU": 0.0, + "TN": 15498, + "TP": 0, + "n_pred": 886, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 4695, + "FP": 1, + "IoU": 0.0, + "TN": 11688, + "TP": 0, + "n_pred": 1, + "n_ref": 4695 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 33, + "IoU": 0.0, + "TN": 16351, + "TP": 0, + "n_pred": 33, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 596, + "IoU": 0.0, + "TN": 15788, + "TP": 0, + "n_pred": 596, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 3117, + "IoU": 0.0, + "TN": 13267, + "TP": 0, + "n_pred": 3117, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 178, + "IoU": 0.0, + "TN": 16206, + "TP": 0, + "n_pred": 178, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0027.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0027.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 301, + "FP": 39, + "IoU": 0.0, + "TN": 16044, + "TP": 0, + "n_pred": 39, + "n_ref": 301 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 2270, + "FP": 0, + "IoU": 0.0, + "TN": 14114, + "TP": 0, + "n_pred": 0, + "n_ref": 2270 + }, + "13": { + "Dice": 0.0, + "FN": 222, + "FP": 0, + "IoU": 0.0, + "TN": 16162, + "TP": 0, + "n_pred": 0, + "n_ref": 222 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 564, + "IoU": 0.0, + "TN": 15820, + "TP": 0, + "n_pred": 564, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1426, + "IoU": 0.0, + "TN": 14958, + "TP": 0, + "n_pred": 1426, + "n_ref": 0 + }, + "3": { + "Dice": 0.7881163606354447, + "FN": 589, + "FP": 438, + "IoU": 0.6503234593122234, + "TN": 13447, + "TP": 1910, + "n_pred": 2348, + "n_ref": 2499 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 143, + "IoU": 0.0, + "TN": 16241, + "TP": 0, + "n_pred": 143, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0030.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0030.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.20648858489694058, + "FN": 8585, + "FP": 0, + "IoU": 0.11513090084518655, + "TN": 6682, + "TP": 1117, + "n_pred": 1117, + "n_ref": 9702 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 7327, + "IoU": 0.0, + "TN": 9057, + "TP": 0, + "n_pred": 7327, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0081.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0081.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.037694013303769404, + "FN": 1633, + "FP": 103, + "IoU": 0.0192090395480226, + "TN": 30998, + "TP": 34, + "n_pred": 137, + "n_ref": 1667 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.2715600499943188, + "FN": 6409, + "FP": 2, + "IoU": 0.15711280567972652, + "TN": 25162, + "TP": 1195, + "n_pred": 1197, + "n_ref": 7604 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 3886, + "IoU": 0.0, + "TN": 28882, + "TP": 0, + "n_pred": 3886, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0104.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0104.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0111.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0111.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0036068530207394047, + "FN": 2210, + "FP": 0, + "IoU": 0.0018066847335140017, + "TN": 30554, + "TP": 4, + "n_pred": 4, + "n_ref": 2214 + }, + "10": { + "Dice": 0.0, + "FN": 8764, + "FP": 0, + "IoU": 0.0, + "TN": 24004, + "TP": 0, + "n_pred": 0, + "n_ref": 8764 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 254, + "IoU": 0.0, + "TN": 32514, + "TP": 0, + "n_pred": 254, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 3274, + "FP": 0, + "IoU": 0.0, + "TN": 29494, + "TP": 0, + "n_pred": 0, + "n_ref": 3274 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 64, + "IoU": 0.0, + "TN": 32704, + "TP": 0, + "n_pred": 64, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 3224, + "FP": 1, + "IoU": 0.0, + "TN": 29543, + "TP": 0, + "n_pred": 1, + "n_ref": 3224 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 1692, + "FP": 5590, + "IoU": 0.0, + "TN": 25486, + "TP": 0, + "n_pred": 5590, + "n_ref": 1692 + }, + "7": { + "Dice": 0.0, + "FN": 17, + "FP": 0, + "IoU": 0.0, + "TN": 32751, + "TP": 0, + "n_pred": 0, + "n_ref": 17 + }, + "8": { + "Dice": 0.0, + "FN": 38, + "FP": 4, + "IoU": 0.0, + "TN": 32726, + "TP": 0, + "n_pred": 4, + "n_ref": 38 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 94, + "IoU": 0.0, + "TN": 32674, + "TP": 0, + "n_pred": 94, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0116.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0116.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 9, + "IoU": 0.0, + "TN": 32759, + "TP": 0, + "n_pred": 9, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0134.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0134.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 66, + "IoU": 0.0, + "TN": 16318, + "TP": 0, + "n_pred": 66, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.4090379451846598, + "FN": 11665, + "FP": 0, + "IoU": 0.25710100624124316, + "TN": 682, + "TP": 4037, + "n_pred": 4037, + "n_ref": 15702 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0147.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0147.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.29457364341085274, + "FN": 86, + "FP": 5, + "IoU": 0.17272727272727273, + "TN": 32658, + "TP": 19, + "n_pred": 24, + "n_ref": 105 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.8949533460419384, + "FN": 1007, + "FP": 40, + "IoU": 0.8098783366624296, + "TN": 27261, + "TP": 4460, + "n_pred": 4500, + "n_ref": 5467 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0215.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0215.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1061, + "IoU": 0.0, + "TN": 31707, + "TP": 0, + "n_pred": 1061, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.17085005691008207, + "FN": 13346, + "FP": 495, + "IoU": 0.09340407414685269, + "TN": 17501, + "TP": 1426, + "n_pred": 1921, + "n_ref": 14772 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 10681, + "IoU": 0.0, + "TN": 22087, + "TP": 0, + "n_pred": 10681, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.34842723816107846, + "FN": 1867, + "FP": 18, + "IoU": 0.21096693177061532, + "TN": 30379, + "TP": 504, + "n_pred": 522, + "n_ref": 2371 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0230.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0230.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5131952902963866, + "FN": 10584, + "FP": 207, + "IoU": 0.3451665756417258, + "TN": 32673, + "TP": 5688, + "n_pred": 5895, + "n_ref": 16272 + }, + "10": { + "Dice": 0.0, + "FN": 3125, + "FP": 0, + "IoU": 0.0, + "TN": 46027, + "TP": 0, + "n_pred": 0, + "n_ref": 3125 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 49146, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 171, + "FP": 1458, + "IoU": 0.0, + "TN": 47523, + "TP": 0, + "n_pred": 1458, + "n_ref": 171 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 8100, + "FP": 986, + "IoU": 0.0, + "TN": 40066, + "TP": 0, + "n_pred": 986, + "n_ref": 8100 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0317.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0317.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0332.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0332.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0378.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0378.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 52, + "IoU": 0.0, + "TN": 32716, + "TP": 0, + "n_pred": 52, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 270, + "IoU": 0.0, + "TN": 32498, + "TP": 0, + "n_pred": 270, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.2413281394917455, + "FN": 8154, + "FP": 26, + "IoU": 0.13722181204514292, + "TN": 23287, + "TP": 1301, + "n_pred": 1327, + "n_ref": 9455 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1361, + "IoU": 0.0, + "TN": 31407, + "TP": 0, + "n_pred": 1361, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1633, + "IoU": 0.0, + "TN": 31135, + "TP": 0, + "n_pred": 1633, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9563925729442971, + "FN": 1602, + "FP": 42, + "IoU": 0.9164294428629525, + "TN": 13096, + "TP": 18028, + "n_pred": 18070, + "n_ref": 19630 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 6, + "FP": 0, + "IoU": 0.0, + "TN": 32762, + "TP": 0, + "n_pred": 0, + "n_ref": 6 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0391.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0391.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0402.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0402.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": 0.04004457233054181, + "FN": 480.53725490196086, + "FP": 329.99607843137255, + "IoU": 0.024937330504540743, + "TN": 20299.815686274505, + "TP": 92.47450980392156, + "n_pred": 422.47058823529403, + "n_ref": 573.0117647058825 + }, + "mean": { + "1": { + "Dice": 0.07801462386912876, + "FN": 430.2352941176471, + "FP": 299.4117647058824, + "IoU": 0.04621879588839941, + "TN": 20325.058823529413, + "TP": 148.11764705882354, + "n_pred": 447.52941176470586, + "n_ref": 578.3529411764706 + }, + "10": { + "Dice": 0.0, + "FN": 0.0, + "FP": 207.35294117647058, + "IoU": 0.0, + "TN": 20995.470588235294, + "TP": 0.0, + "n_pred": 207.35294117647058, + "n_ref": 0.0 + }, + "11": { + "Dice": 0.0, + "FN": 0.0, + "FP": 143.94117647058823, + "IoU": 0.0, + "TN": 21058.882352941175, + "TP": 0.0, + "n_pred": 143.94117647058823, + "n_ref": 0.0 + }, + "12": { + "Dice": 0.0, + "FN": 43.705882352941174, + "FP": 3.4705882352941178, + "IoU": 0.0, + "TN": 21155.647058823528, + "TP": 0.0, + "n_pred": 3.4705882352941178, + "n_ref": 43.705882352941174 + }, + "13": { + "Dice": 0.05788931438679704, + "FN": 201.05882352941177, + "FP": 415.29411764705884, + "IoU": 0.036299366162847395, + "TN": 20411.29411764706, + "TP": 175.1764705882353, + "n_pred": 590.4705882352941, + "n_ref": 376.2352941176471 + }, + "14": { + "Dice": 0.13672421648506736, + "FN": 1497.8235294117646, + "FP": 377.88235294117646, + "IoU": 0.08751082028533996, + "TN": 19081.352941176472, + "TP": 245.76470588235293, + "n_pred": 623.6470588235294, + "n_ref": 1743.5882352941176 + }, + "15": { + "Dice": 0.11222985676167745, + "FN": 997.6470588235294, + "FP": 148.76470588235293, + "IoU": 0.06744174779823012, + "TN": 19872.058823529413, + "TP": 184.35294117647058, + "n_pred": 333.11764705882354, + "n_ref": 1182.0 + }, + "2": { + "Dice": 0.05530561588582066, + "FN": 257.4117647058824, + "FP": 851.5294117647059, + "IoU": 0.03550796812749004, + "TN": 19968.058823529413, + "TP": 125.82352941176471, + "n_pred": 977.3529411764706, + "n_ref": 383.2352941176471 + }, + "3": { + "Dice": 0.039075643589499415, + "FN": 638.5882352941177, + "FP": 450.70588235294116, + "IoU": 0.022132326501258542, + "TN": 20041.117647058825, + "TP": 72.41176470588235, + "n_pred": 523.1176470588235, + "n_ref": 711.0 + }, + "4": { + "Dice": 0.0, + "FN": 0.0, + "FP": 439.11764705882354, + "IoU": 0.0, + "TN": 20763.70588235294, + "TP": 0.0, + "n_pred": 439.11764705882354, + "n_ref": 0.0 + }, + "5": { + "Dice": 0.0, + "FN": 241.94117647058823, + "FP": 0.0, + "IoU": 0.0, + "TN": 20960.882352941175, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 241.94117647058823 + }, + "6": { + "Dice": 0.10090761624813442, + "FN": 1098.5882352941176, + "FP": 1204.4705882352941, + "IoU": 0.06835877709123558, + "TN": 18475.647058823528, + "TP": 424.11764705882354, + "n_pred": 1628.5882352941176, + "n_ref": 1522.7058823529412 + }, + "7": { + "Dice": 0.0, + "FN": 1107.5294117647059, + "FP": 215.52941176470588, + "IoU": 0.0, + "TN": 19879.764705882353, + "TP": 0.0, + "n_pred": 215.52941176470588, + "n_ref": 1107.5294117647059 + }, + "8": { + "Dice": 0.0, + "FN": 67.17647058823529, + "FP": 57.529411764705884, + "IoU": 0.0, + "TN": 21078.117647058825, + "TP": 0.0, + "n_pred": 57.529411764705884, + "n_ref": 67.17647058823529 + }, + "9": { + "Dice": 0.020521697732002013, + "FN": 626.3529411764706, + "FP": 134.94117647058823, + "IoU": 0.0105901557133101, + "TN": 20430.176470588234, + "TP": 11.352941176470589, + "n_pred": 146.2941176470588, + "n_ref": 637.7058823529412 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0001.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0001.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 226, + "IoU": 0.0, + "TN": 32542, + "TP": 0, + "n_pred": 226, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 147, + "IoU": 0.0, + "TN": 32621, + "TP": 0, + "n_pred": 147, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 6223, + "IoU": 0.0, + "TN": 26545, + "TP": 0, + "n_pred": 6223, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 119, + "IoU": 0.0, + "TN": 32649, + "TP": 0, + "n_pred": 119, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2142, + "IoU": 0.0, + "TN": 30626, + "TP": 0, + "n_pred": 2142, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 321, + "FP": 0, + "IoU": 0.0, + "TN": 32447, + "TP": 0, + "n_pred": 0, + "n_ref": 321 + }, + "6": { + "Dice": 0.36453338251567685, + "FN": 12431, + "FP": 1351, + "IoU": 0.22289258528333802, + "TN": 15033, + "TP": 3953, + "n_pred": 5304, + "n_ref": 16384 + }, + "7": { + "Dice": 0.0, + "FN": 9325, + "FP": 592, + "IoU": 0.0, + "TN": 22851, + "TP": 0, + "n_pred": 592, + "n_ref": 9325 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 2155, + "IoU": 0.0, + "TN": 30613, + "TP": 0, + "n_pred": 2155, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0015.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0015.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0054.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0054.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 743, + "FP": 0, + "IoU": 0.0, + "TN": 15641, + "TP": 0, + "n_pred": 0, + "n_ref": 743 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 13, + "IoU": 0.0, + "TN": 16371, + "TP": 0, + "n_pred": 13, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 2819, + "FP": 0, + "IoU": 0.0, + "TN": 13565, + "TP": 0, + "n_pred": 0, + "n_ref": 2819 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 843, + "IoU": 0.0, + "TN": 15541, + "TP": 0, + "n_pred": 843, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 7040, + "IoU": 0.0, + "TN": 9344, + "TP": 0, + "n_pred": 7040, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 1851, + "FP": 0, + "IoU": 0.0, + "TN": 14533, + "TP": 0, + "n_pred": 0, + "n_ref": 1851 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 44, + "IoU": 0.0, + "TN": 16340, + "TP": 0, + "n_pred": 44, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0057.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0057.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 16378, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 16378, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.026416702172986792, + "FN": 2277, + "FP": 8, + "IoU": 0.013385146804835924, + "TN": 14068, + "TP": 31, + "n_pred": 39, + "n_ref": 2308 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 524, + "IoU": 0.0, + "TN": 15860, + "TP": 0, + "n_pred": 524, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 4315, + "FP": 0, + "IoU": 0.0, + "TN": 12069, + "TP": 0, + "n_pred": 0, + "n_ref": 4315 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0069.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0069.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0109.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0109.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1211, + "IoU": 0.0, + "TN": 31557, + "TP": 0, + "n_pred": 1211, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1466, + "IoU": 0.0, + "TN": 31302, + "TP": 0, + "n_pred": 1466, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2526, + "IoU": 0.0, + "TN": 30242, + "TP": 0, + "n_pred": 2526, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6181260777926806, + "FN": 3968, + "FP": 18, + "IoU": 0.4473100388241819, + "TN": 25556, + "TP": 3226, + "n_pred": 3244, + "n_ref": 7194 + }, + "7": { + "Dice": 0.0, + "FN": 7652, + "FP": 0, + "IoU": 0.0, + "TN": 25116, + "TP": 0, + "n_pred": 0, + "n_ref": 7652 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0153.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0153.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 1234, + "IoU": 0.0, + "TN": 15150, + "TP": 0, + "n_pred": 1234, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 55, + "IoU": 0.0, + "TN": 16329, + "TP": 0, + "n_pred": 55, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 6922, + "FP": 0, + "IoU": 0.0, + "TN": 9462, + "TP": 0, + "n_pred": 0, + "n_ref": 6922 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 5549, + "IoU": 0.0, + "TN": 10835, + "TP": 0, + "n_pred": 5549, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 16382, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0193.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0193.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 47, + "IoU": 0.0, + "TN": 16337, + "TP": 0, + "n_pred": 47, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 3792, + "FP": 0, + "IoU": 0.0, + "TN": 12592, + "TP": 0, + "n_pred": 0, + "n_ref": 3792 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 350, + "IoU": 0.0, + "TN": 16034, + "TP": 0, + "n_pred": 350, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 2837, + "IoU": 0.0, + "TN": 13547, + "TP": 0, + "n_pred": 2837, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 1046, + "FP": 0, + "IoU": 0.0, + "TN": 15338, + "TP": 0, + "n_pred": 0, + "n_ref": 1046 + }, + "9": { + "Dice": 0.0676779463243874, + "FN": 799, + "FP": 0, + "IoU": 0.035024154589371984, + "TN": 15556, + "TP": 29, + "n_pred": 29, + "n_ref": 828 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0237.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0237.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0242.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0242.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 149, + "IoU": 0.0, + "TN": 32619, + "TP": 0, + "n_pred": 149, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.4052252007075793, + "FN": 3418, + "FP": 5324, + "IoU": 0.25409556313993176, + "TN": 21048, + "TP": 2978, + "n_pred": 8302, + "n_ref": 6396 + }, + "14": { + "Dice": 0.3148973570217842, + "FN": 10768, + "FP": 145, + "IoU": 0.18687132106400417, + "TN": 19347, + "TP": 2508, + "n_pred": 2653, + "n_ref": 13276 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 32762, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 4234, + "IoU": 0.0, + "TN": 28534, + "TP": 0, + "n_pred": 4234, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 467, + "IoU": 0.0, + "TN": 32301, + "TP": 0, + "n_pred": 467, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1905, + "IoU": 0.0, + "TN": 30863, + "TP": 0, + "n_pred": 1905, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 1556, + "IoU": 0.0, + "TN": 31212, + "TP": 0, + "n_pred": 1556, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 235, + "IoU": 0.0, + "TN": 32533, + "TP": 0, + "n_pred": 235, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 96, + "FP": 7, + "IoU": 0.0, + "TN": 32665, + "TP": 0, + "n_pred": 7, + "n_ref": 96 + }, + "9": { + "Dice": 0.055452240067624683, + "FN": 5492, + "FP": 95, + "IoU": 0.02851677969048861, + "TN": 27017, + "TP": 164, + "n_pred": 259, + "n_ref": 5656 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0245.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0245.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.31205849547651504, + "FN": 7314, + "FP": 3788, + "IoU": 0.18487518355359764, + "TN": 35532, + "TP": 2518, + "n_pred": 6306, + "n_ref": 9832 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 2982, + "IoU": 0.0, + "TN": 46170, + "TP": 0, + "n_pred": 2982, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 330, + "IoU": 0.0, + "TN": 48822, + "TP": 0, + "n_pred": 330, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 4505, + "FP": 0, + "IoU": 0.0, + "TN": 44647, + "TP": 0, + "n_pred": 0, + "n_ref": 4505 + }, + "15": { + "Dice": 0.07110791883641587, + "FN": 9791, + "FP": 555, + "IoU": 0.03686464345559486, + "TN": 38410, + "TP": 396, + "n_pred": 951, + "n_ref": 10187 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 843, + "IoU": 0.0, + "TN": 48309, + "TP": 0, + "n_pred": 843, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 4590, + "IoU": 0.0, + "TN": 44562, + "TP": 0, + "n_pred": 4590, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 2869, + "IoU": 0.0, + "TN": 46283, + "TP": 0, + "n_pred": 2869, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 49147, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0321.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0321.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 25, + "IoU": 0.0, + "TN": 16359, + "TP": 0, + "n_pred": 25, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.2344538615369965, + "FN": 8037, + "FP": 2, + "IoU": 0.13279395900755125, + "TN": 7114, + "TP": 1231, + "n_pred": 1233, + "n_ref": 9268 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 20, + "IoU": 0.0, + "TN": 16364, + "TP": 0, + "n_pred": 20, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0330.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0330.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0341.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0341.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 56, + "IoU": 0.0, + "TN": 16328, + "TP": 0, + "n_pred": 56, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 971, + "IoU": 0.0, + "TN": 15413, + "TP": 0, + "n_pred": 971, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 1100, + "IoU": 0.0, + "TN": 15284, + "TP": 0, + "n_pred": 1100, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 442, + "IoU": 0.0, + "TN": 15942, + "TP": 0, + "n_pred": 442, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0351.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0351.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1233, + "IoU": 0.0, + "TN": 15151, + "TP": 0, + "n_pred": 1233, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 382, + "IoU": 0.0, + "TN": 16002, + "TP": 0, + "n_pred": 382, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 16376, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "14": { + "Dice": 0.5054479418886199, + "FN": 3268, + "FP": 0, + "IoU": 0.33819360064803566, + "TN": 11446, + "TP": 1670, + "n_pred": 1670, + "n_ref": 4938 + }, + "15": { + "Dice": 0.3778115082102939, + "FN": 7169, + "FP": 1849, + "IoU": 0.23290234773732563, + "TN": 4628, + "TP": 2738, + "n_pred": 4587, + "n_ref": 9907 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 385, + "IoU": 0.0, + "TN": 15999, + "TP": 0, + "n_pred": 385, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 319, + "IoU": 0.0, + "TN": 16065, + "TP": 0, + "n_pred": 319, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 6164, + "IoU": 0.0, + "TN": 10220, + "TP": 0, + "n_pred": 6164, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0358.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0358.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 44, + "IoU": 0.0, + "TN": 16340, + "TP": 0, + "n_pred": 44, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 12, + "IoU": 0.0, + "TN": 16372, + "TP": 0, + "n_pred": 12, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 981, + "IoU": 0.0, + "TN": 15403, + "TP": 0, + "n_pred": 981, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 16380, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 34, + "IoU": 0.0, + "TN": 16350, + "TP": 0, + "n_pred": 34, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.4424449270865653, + "FN": 4376, + "FP": 1015, + "IoU": 0.2840637450199203, + "TN": 8854, + "TP": 2139, + "n_pred": 3154, + "n_ref": 6515 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2284, + "IoU": 0.0, + "TN": 14100, + "TP": 0, + "n_pred": 2284, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 42, + "FP": 0, + "IoU": 0.0, + "TN": 16342, + "TP": 0, + "n_pred": 0, + "n_ref": 42 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0390.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0390.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": NaN, + "FN": 353.1296296296296, + "FP": 138.38888888888889, + "IoU": NaN, + "TN": 20413.785185185185, + "TP": 29.807407407407407, + "n_pred": 168.19629629629628, + "n_ref": 382.937037037037 + }, + "mean": { + "1": { + "Dice": 0.0, + "FN": 0.0, + "FP": 70.38888888888889, + "IoU": 0.0, + "TN": 20864.722222222223, + "TP": 0.0, + "n_pred": 70.38888888888889, + "n_ref": 0.0 + }, + "10": { + "Dice": 0.0050578034682080926, + "FN": 47.611111111111114, + "FP": 97.16666666666667, + "IoU": 0.002541757443718228, + "TN": 20789.944444444445, + "TP": 0.3888888888888889, + "n_pred": 97.55555555555556, + "n_ref": 48.0 + }, + "11": { + "Dice": 0.0, + "FN": 0.0, + "FP": 8.944444444444445, + "IoU": 0.0, + "TN": 20926.166666666668, + "TP": 0.0, + "n_pred": 8.944444444444445, + "n_ref": 0.0 + }, + "12": { + "Dice": NaN, + "FN": 0.0, + "FP": 0.0, + "IoU": NaN, + "TN": 20935.11111111111, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 0.0 + }, + "13": { + "Dice": 0.012754085292945397, + "FN": 419.6111111111111, + "FP": 34.72222222222222, + "IoU": 0.006587072869493618, + "TN": 20467.444444444445, + "TP": 13.333333333333334, + "n_pred": 48.05555555555556, + "n_ref": 432.94444444444446 + }, + "14": { + "Dice": 0.013634722016587518, + "FN": 1281.3333333333333, + "FP": 40.166666666666664, + "IoU": 0.007002456407995995, + "TN": 19580.555555555555, + "TP": 33.05555555555556, + "n_pred": 73.22222222222223, + "n_ref": 1314.388888888889 + }, + "15": { + "Dice": 0.08351346617439594, + "FN": 1071.611111111111, + "FP": 26.11111111111111, + "IoU": 0.046757267673556015, + "TN": 19782.722222222223, + "TP": 54.666666666666664, + "n_pred": 80.77777777777777, + "n_ref": 1126.2777777777778 + }, + "2": { + "Dice": 0.0, + "FN": 0.0, + "FP": 47.611111111111114, + "IoU": 0.0, + "TN": 20887.5, + "TP": 0.0, + "n_pred": 47.611111111111114, + "n_ref": 0.0 + }, + "3": { + "Dice": 0.0, + "FN": 0.0, + "FP": 60.166666666666664, + "IoU": 0.0, + "TN": 20874.944444444445, + "TP": 0.0, + "n_pred": 60.166666666666664, + "n_ref": 0.0 + }, + "4": { + "Dice": 0.07847439916405434, + "FN": 271.0, + "FP": 196.22222222222223, + "IoU": 0.04447207911411145, + "TN": 20426.166666666668, + "TP": 41.72222222222222, + "n_pred": 237.94444444444446, + "n_ref": 312.72222222222223 + }, + "5": { + "Dice": 0.0, + "FN": 293.6666666666667, + "FP": 16.055555555555557, + "IoU": 0.0, + "TN": 20625.38888888889, + "TP": 0.0, + "n_pred": 16.055555555555557, + "n_ref": 293.6666666666667 + }, + "6": { + "Dice": 0.10015347855709536, + "FN": 255.5, + "FP": 727.1111111111111, + "IoU": 0.06070527304397748, + "TN": 19827.166666666668, + "TP": 125.33333333333333, + "n_pred": 852.4444444444445, + "n_ref": 380.8333333333333 + }, + "7": { + "Dice": 0.0, + "FN": 626.8888888888889, + "FP": 109.94444444444444, + "IoU": 0.0, + "TN": 20198.277777777777, + "TP": 0.0, + "n_pred": 109.94444444444444, + "n_ref": 626.8888888888889 + }, + "8": { + "Dice": 0.0, + "FN": 514.1666666666666, + "FP": 84.66666666666667, + "IoU": 0.0, + "TN": 20336.277777777777, + "TP": 0.0, + "n_pred": 84.66666666666667, + "n_ref": 514.1666666666666 + }, + "9": { + "Dice": 0.13600434233543876, + "FN": 515.5555555555555, + "FP": 556.5555555555555, + "IoU": 0.08966615439666034, + "TN": 19684.38888888889, + "TP": 178.61111111111111, + "n_pred": 735.1666666666666, + "n_ref": 694.1666666666666 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 11, + "IoU": 0.0, + "TN": 16373, + "TP": 0, + "n_pred": 11, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 470, + "IoU": 0.0, + "TN": 15914, + "TP": 0, + "n_pred": 470, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 16382, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 84, + "IoU": 0.0, + "TN": 16300, + "TP": 0, + "n_pred": 84, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0019.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0019.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0059.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0059.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.010115606936416185, + "FN": 857, + "FP": 513, + "IoU": 0.005083514887436456, + "TN": 15007, + "TP": 7, + "n_pred": 520, + "n_ref": 864 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.06377042646472698, + "FN": 7039, + "FP": 8, + "IoU": 0.03293536434746809, + "TN": 9097, + "TP": 240, + "n_pred": 248, + "n_ref": 7279 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 390, + "FP": 0, + "IoU": 0.0, + "TN": 15994, + "TP": 0, + "n_pred": 0, + "n_ref": 390 + }, + "9": { + "Dice": 0.0, + "FN": 20, + "FP": 2283, + "IoU": 0.0, + "TN": 14081, + "TP": 0, + "n_pred": 2283, + "n_ref": 20 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0098.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0098.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 28, + "IoU": 0.0, + "TN": 16356, + "TP": 0, + "n_pred": 28, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 222, + "IoU": 0.0, + "TN": 16162, + "TP": 0, + "n_pred": 222, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 3026, + "FP": 0, + "IoU": 0.0, + "TN": 13358, + "TP": 0, + "n_pred": 0, + "n_ref": 3026 + }, + "6": { + "Dice": 0.08291636883488206, + "FN": 75, + "FP": 1208, + "IoU": 0.04325130499627144, + "TN": 15043, + "TP": 58, + "n_pred": 1266, + "n_ref": 133 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 2588, + "FP": 0, + "IoU": 0.0, + "TN": 13796, + "TP": 0, + "n_pred": 0, + "n_ref": 2588 + }, + "9": { + "Dice": 0.5486489263330936, + "FN": 2181, + "FP": 2212, + "IoU": 0.37802633441880223, + "TN": 9321, + "TP": 2670, + "n_pred": 4882, + "n_ref": 4851 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0138.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0138.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0156.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0156.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 514, + "FP": 0, + "IoU": 0.0, + "TN": 15870, + "TP": 0, + "n_pred": 0, + "n_ref": 514 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0159.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0159.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 600, + "IoU": 0.0, + "TN": 15784, + "TP": 0, + "n_pred": 600, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0184.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0184.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 90, + "IoU": 0.0, + "TN": 32678, + "TP": 0, + "n_pred": 90, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0190.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0190.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1267, + "IoU": 0.0, + "TN": 31501, + "TP": 0, + "n_pred": 1267, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0536779324055666, + "FN": 20944, + "FP": 0, + "IoU": 0.027579162410623085, + "TN": 11230, + "TP": 594, + "n_pred": 594, + "n_ref": 21538 + }, + "15": { + "Dice": 0.22962049595835046, + "FN": 5623, + "FP": 0, + "IoU": 0.12970128463086208, + "TN": 26307, + "TP": 838, + "n_pred": 838, + "n_ref": 6461 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 844, + "IoU": 0.0, + "TN": 31924, + "TP": 0, + "n_pred": 844, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 999, + "IoU": 0.0, + "TN": 31769, + "TP": 0, + "n_pred": 999, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 832, + "IoU": 0.0, + "TN": 31936, + "TP": 0, + "n_pred": 832, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 1478, + "IoU": 0.0, + "TN": 31290, + "TP": 0, + "n_pred": 1478, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0192.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0214.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0214.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0235.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0235.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0008609556607834697, + "FN": 2120, + "FP": 201, + "IoU": 0.0004306632213608958, + "TN": 14062, + "TP": 1, + "n_pred": 202, + "n_ref": 2121 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0272.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0272.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.02091990256483737, + "FN": 13666, + "FP": 0, + "IoU": 0.010570518389805966, + "TN": 18956, + "TP": 146, + "n_pred": 146, + "n_ref": 13812 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 46, + "IoU": 0.0, + "TN": 32722, + "TP": 0, + "n_pred": 46, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 1450, + "IoU": 0.0, + "TN": 31318, + "TP": 0, + "n_pred": 1450, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0273.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0273.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1236, + "IoU": 0.0, + "TN": 15148, + "TP": 0, + "n_pred": 1236, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 133, + "IoU": 0.0, + "TN": 16251, + "TP": 0, + "n_pred": 133, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 16383, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 53, + "IoU": 0.0, + "TN": 16331, + "TP": 0, + "n_pred": 53, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.17000664830468232, + "FN": 2557, + "FP": 6182, + "IoU": 0.09290014531866307, + "TN": 6750, + "TP": 895, + "n_pred": 7077, + "n_ref": 3452 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 134, + "IoU": 0.0, + "TN": 16250, + "TP": 0, + "n_pred": 134, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.13137278534410027, + "FN": 7079, + "FP": 128, + "IoU": 0.07030443756449949, + "TN": 8632, + "TP": 545, + "n_pred": 673, + "n_ref": 7624 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0349.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0349.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 394, + "IoU": 0.0, + "TN": 32374, + "TP": 0, + "n_pred": 394, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 511, + "IoU": 0.0, + "TN": 32257, + "TP": 0, + "n_pred": 511, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 11, + "IoU": 0.0, + "TN": 32757, + "TP": 0, + "n_pred": 11, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 3479, + "IoU": 0.0, + "TN": 29289, + "TP": 0, + "n_pred": 3479, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 2260, + "FP": 289, + "IoU": 0.0, + "TN": 30219, + "TP": 0, + "n_pred": 289, + "n_ref": 2260 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 2934, + "IoU": 0.0, + "TN": 29834, + "TP": 0, + "n_pred": 2934, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 11284, + "FP": 384, + "IoU": 0.0, + "TN": 21100, + "TP": 0, + "n_pred": 384, + "n_ref": 11284 + }, + "8": { + "Dice": 0.0, + "FN": 6277, + "FP": 0, + "IoU": 0.0, + "TN": 26491, + "TP": 0, + "n_pred": 0, + "n_ref": 6277 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 3945, + "IoU": 0.0, + "TN": 28823, + "TP": 0, + "n_pred": 3945, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0361.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0361.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.235423197492163, + "FN": 4878, + "FP": 0, + "IoU": 0.13341623734233435, + "TN": 10755, + "TP": 751, + "n_pred": 751, + "n_ref": 5629 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.44815133276010316, + "FN": 1967, + "FP": 1242, + "IoU": 0.2887854609929078, + "TN": 11872, + "TP": 1303, + "n_pred": 2545, + "n_ref": 3270 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1461, + "IoU": 0.0, + "TN": 14923, + "TP": 0, + "n_pred": 1461, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0367.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0367.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0383.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0383.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0398.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868718/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0398.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": NaN, + "FN": 365.85115468409583, + "FP": 193.8466230936819, + "IoU": NaN, + "TN": 21428.748322440086, + "TP": 92.4741612200436, + "n_pred": 286.3207843137255, + "n_ref": 458.3253159041395 + }, + "mean": { + "1": { + "Dice": 0.046457600155803004, + "FN": 382.4248366013072, + "FP": 166.6045751633987, + "IoU": 0.02839924377068902, + "TN": 21431.46732026144, + "TP": 100.4235294117647, + "n_pred": 267.0281045751634, + "n_ref": 482.8483660130719 + }, + "10": { + "Dice": 0.008346916752895589, + "FN": 235.25555555555553, + "FP": 74.6483660130719, + "IoU": 0.00446636381540004, + "TN": 21766.371895424836, + "TP": 4.644444444444444, + "n_pred": 79.29281045751634, + "n_ref": 239.9 + }, + "11": { + "Dice": 0.04405587378152949, + "FN": 81.8111111111111, + "FP": 34.93267973856209, + "IoU": 0.03289809395167342, + "TN": 21951.998692810455, + "TP": 12.177777777777777, + "n_pred": 47.11045751633988, + "n_ref": 93.9888888888889 + }, + "12": { + "Dice": NaN, + "FN": 99.48562091503268, + "FP": 0.7274509803921568, + "IoU": NaN, + "TN": 21980.70718954248, + "TP": 0.0, + "n_pred": 0.7274509803921568, + "n_ref": 99.48562091503268 + }, + "13": { + "Dice": 0.0860049467064487, + "FN": 229.81176470588235, + "FP": 161.59215686274507, + "IoU": 0.052070740764812794, + "TN": 21622.12549019608, + "TP": 67.39084967320261, + "n_pred": 228.98300653594774, + "n_ref": 297.20261437908493 + }, + "14": { + "Dice": 0.07272026975169249, + "FN": 780.5424836601308, + "FP": 248.19869281045754, + "IoU": 0.04808162744661571, + "TN": 20955.94836601307, + "TP": 96.23071895424837, + "n_pred": 344.42941176470583, + "n_ref": 876.7732026143791 + }, + "15": { + "Dice": 0.06608432434730191, + "FN": 520.7071895424837, + "FP": 114.20849673202615, + "IoU": 0.03840376024621608, + "TN": 21387.222875816995, + "TP": 58.78169934640523, + "n_pred": 172.99019607843138, + "n_ref": 579.4888888888888 + }, + "2": { + "Dice": 0.04826415701761956, + "FN": 439.8490196078431, + "FP": 406.23921568627446, + "IoU": 0.03203213294842729, + "TN": 21175.189542483662, + "TP": 59.64248366013072, + "n_pred": 465.8816993464053, + "n_ref": 499.4915032679739 + }, + "3": { + "Dice": 0.08588247345486182, + "FN": 393.66209150326796, + "FP": 333.1411764705883, + "IoU": 0.05991604009459164, + "TN": 21298.023529411767, + "TP": 56.09346405228757, + "n_pred": 389.23464052287585, + "n_ref": 449.7555555555556 + }, + "4": { + "Dice": 0.06450358495192109, + "FN": 184.53333333333333, + "FP": 147.9124183006536, + "IoU": 0.038819804508599474, + "TN": 21713.196732026143, + "TP": 35.27777777777778, + "n_pred": 183.19019607843137, + "n_ref": 219.81111111111107 + }, + "5": { + "Dice": 0.007538802660753881, + "FN": 157.28823529411767, + "FP": 4.655555555555556, + "IoU": 0.00384180790960452, + "TN": 21918.598692810458, + "TP": 0.37777777777777777, + "n_pred": 5.033333333333333, + "n_ref": 157.66601307189543 + }, + "6": { + "Dice": 0.17814589975251885, + "FN": 847.0287581699347, + "FP": 730.2052287581698, + "IoU": 0.13663768609956028, + "TN": 19913.94052287582, + "TP": 589.745751633987, + "n_pred": 1319.950980392157, + "n_ref": 1436.7745098039218 + }, + "7": { + "Dice": 0.0, + "FN": 491.5614379084967, + "FP": 215.91699346405227, + "IoU": 0.0, + "TN": 21373.441830065356, + "TP": 0.0, + "n_pred": 215.91699346405227, + "n_ref": 491.5614379084967 + }, + "8": { + "Dice": 0.16121039496092582, + "FN": 264.3241830065359, + "FP": 51.80588235294118, + "IoU": 0.13831471967283177, + "TN": 21614.20130718954, + "TP": 150.5888888888889, + "n_pred": 202.39477124183006, + "n_ref": 414.9130718954249 + }, + "9": { + "Dice": 0.10834569208061277, + "FN": 379.48169934640526, + "FP": 216.91045751633982, + "IoU": 0.08004803696062805, + "TN": 21328.7908496732, + "TP": 155.73725490196077, + "n_pred": 372.64771241830067, + "n_ref": 535.218954248366 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/loop_003/summary.json b/nnActive_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/loop_003/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7cfb112076ae81909760f90865965a372395a22f --- /dev/null +++ b/nnActive_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/loop_003/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.24241216850816175, + "FN": 108197.23333333335, + "FP": 67145.03066666666, + "IoU": 0.15702950575911404, + "TN": 96203225.27866666, + "TP": 78393.29733333335, + "n_pred": 145538.328, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.34971936891155286, + "FN": 113205.26, + "FP": 153075.82, + "IoU": 0.22398689919846423, + "TN": 96109596.88, + "TP": 81082.88, + "n_pred": 234158.7, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.17517047570257685, + "FN": 63817.76, + "FP": 12715.04, + "IoU": 0.10298651537335221, + "TN": 96370023.24, + "TP": 10404.8, + "n_pred": 23119.84, + "n_ref": 74222.56 + }, + "11": { + "Dice": 0.17526092462404194, + "FN": 3128.56, + "FP": 1739.2, + "IoU": 0.1042650615044553, + "TN": 96451521.26, + "TP": 571.82, + "n_pred": 2311.02, + "n_ref": 3700.38 + }, + "12": { + "Dice": 0.003989940271284029, + "FN": 4228.86, + "FP": 171.36, + "IoU": 0.0021048234265049117, + "TN": 96452552.82, + "TP": 7.8, + "n_pred": 179.16, + "n_ref": 4236.66 + }, + "13": { + "Dice": 0.11466683007499277, + "FN": 51159.38, + "FP": 27045.16, + "IoU": 0.06648425929655236, + "TN": 96372057.54, + "TP": 6698.76, + "n_pred": 33743.92, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.3529157099924193, + "FN": 94518.52, + "FP": 56114.08, + "IoU": 0.23497869001981642, + "TN": 96262488.62, + "TP": 43839.62, + "n_pred": 99953.7, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.2577738306759171, + "FN": 20499.12, + "FP": 153614.18, + "IoU": 0.1582060301437028, + "TN": 96249299.62, + "TP": 33547.92, + "n_pred": 187162.1, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.19451255414777602, + "FN": 132703.22, + "FP": 54186.46, + "IoU": 0.11411146209358619, + "TN": 96245932.68, + "TP": 24138.48, + "n_pred": 78324.94, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.15801206189249606, + "FN": 144212.62, + "FP": 38787.34, + "IoU": 0.09391188883393772, + "TN": 96254770.92, + "TP": 19189.96, + "n_pred": 57977.3, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.2539842756345317, + "FN": 19628.86, + "FP": 10390.08, + "IoU": 0.16901177461788122, + "TN": 96419993.26, + "TP": 6948.64, + "n_pred": 17338.72, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.1642102229715919, + "FN": 15308.96, + "FP": 1347.48, + "IoU": 0.09933825587187071, + "TN": 96438461.2, + "TP": 1843.2, + "n_pred": 3190.68, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.6639475702368659, + "FN": 494575.08, + "FP": 357568.78, + "IoU": 0.5093717689628734, + "TN": 94740168.44, + "TP": 864648.54, + "n_pred": 1222217.32, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.0905393311784147, + "FN": 322831.54, + "FP": 10701.16, + "IoU": 0.04995532969499879, + "TN": 96107335.02, + "TP": 16093.12, + "n_pred": 26794.28, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.36386693338266796, + "FN": 94080.76, + "FP": 61569.7, + "IoU": 0.23155507244684426, + "TN": 96263021.96, + "TP": 38288.42, + "n_pred": 99858.12, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.317612497925296, + "FN": 49060.0, + "FP": 68149.62, + "IoU": 0.1951747549018694, + "TN": 96311155.72, + "TP": 28595.5, + "n_pred": 96745.12, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.256106800794049, + "FN": 28635, + "FP": 343476, + "IoU": 0.14685922332323015, + "TN": 119157154, + "TP": 64055, + "n_pred": 407531, + "n_ref": 92690 + }, + "10": { + "Dice": 0.2857549826333724, + "FN": 62295, + "FP": 2892, + "IoU": 0.16669436383857236, + "TN": 119515093, + "TP": 13040, + "n_pred": 15932, + "n_ref": 75335 + }, + "11": { + "Dice": 0.3063112078346028, + "FN": 2420, + "FP": 2680, + "IoU": 0.1808544812078381, + "TN": 119587094, + "TP": 1126, + "n_pred": 3806, + "n_ref": 3546 + }, + "12": { + "Dice": 0.12166531932093776, + "FN": 4164, + "FP": 182, + "IoU": 0.06477297180976975, + "TN": 119588673, + "TP": 301, + "n_pred": 483, + "n_ref": 4465 + }, + "13": { + "Dice": 0.1353393808416039, + "FN": 47841, + "FP": 14974, + "IoU": 0.07258124049548952, + "TN": 119525589, + "TP": 4916, + "n_pred": 19890, + "n_ref": 52757 + }, + "14": { + "Dice": 0.15608399630895078, + "FN": 222451, + "FP": 48257, + "IoU": 0.08464810544325797, + "TN": 119297578, + "TP": 25034, + "n_pred": 73291, + "n_ref": 247485 + }, + "15": { + "Dice": 0.08926513029514307, + "FN": 17104, + "FP": 304461, + "IoU": 0.04671769574652263, + "TN": 119255996, + "TP": 15759, + "n_pred": 320220, + "n_ref": 32863 + }, + "2": { + "Dice": 0.07022246296953509, + "FN": 133279, + "FP": 65831, + "IoU": 0.03638889023321992, + "TN": 119386691, + "TP": 7519, + "n_pred": 73350, + "n_ref": 140798 + }, + "3": { + "Dice": 0.2337992662119882, + "FN": 139217, + "FP": 65023, + "IoU": 0.13237411905641863, + "TN": 119357919, + "TP": 31161, + "n_pred": 96184, + "n_ref": 170378 + }, + "4": { + "Dice": 0.41912076121636505, + "FN": 55438, + "FP": 6281, + "IoU": 0.2651187712091445, + "TN": 119509335, + "TP": 22266, + "n_pred": 28547, + "n_ref": 77704 + }, + "5": { + "Dice": 0.0029065584621140177, + "FN": 64163, + "FP": 5133, + "IoU": 0.0014553943254031153, + "TN": 119523923, + "TP": 101, + "n_pred": 5234, + "n_ref": 64264 + }, + "6": { + "Dice": 0.7799272047568324, + "FN": 304030, + "FP": 191408, + "IoU": 0.6392464513573458, + "TN": 118219978, + "TP": 877904, + "n_pred": 1069312, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 19262, + "IoU": 0.0, + "TN": 119574058, + "TP": 0, + "n_pred": 19262, + "n_ref": 0 + }, + "8": { + "Dice": 0.020410810810810812, + "FN": 282964, + "FP": 56831, + "IoU": 0.01031062956005068, + "TN": 119249985, + "TP": 3540, + "n_pred": 60371, + "n_ref": 286504 + }, + "9": { + "Dice": 0.41712162485610405, + "FN": 39937, + "FP": 62343, + "IoU": 0.2635209573939529, + "TN": 119454443, + "TP": 36597, + "n_pred": 98940, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5279903376985691, + "FN": 95449, + "FP": 71034, + "IoU": 0.35868673366795456, + "TN": 72566063, + "TP": 93114, + "n_pred": 164148, + "n_ref": 188563 + }, + "10": { + "Dice": 0.2568204927170491, + "FN": 57969, + "FP": 2696, + "IoU": 0.1473287700113849, + "TN": 72754513, + "TP": 10482, + "n_pred": 13178, + "n_ref": 68451 + }, + "11": { + "Dice": 0.2998613586848881, + "FN": 1490, + "FP": 2045, + "IoU": 0.17637465051258155, + "TN": 72821368, + "TP": 757, + "n_pred": 2802, + "n_ref": 2247 + }, + "12": { + "Dice": 0.0, + "FN": 2874, + "FP": 332, + "IoU": 0.0, + "TN": 72822454, + "TP": 0, + "n_pred": 332, + "n_ref": 2874 + }, + "13": { + "Dice": 0.018493438565357494, + "FN": 49589, + "FP": 13462, + "IoU": 0.00933301909026632, + "TN": 72762015, + "TP": 594, + "n_pred": 14056, + "n_ref": 50183 + }, + "14": { + "Dice": 0.3825457525266321, + "FN": 51679, + "FP": 29699, + "IoU": 0.2365110191674407, + "TN": 72719073, + "TP": 25209, + "n_pred": 54908, + "n_ref": 76888 + }, + "15": { + "Dice": 0.28303607620591814, + "FN": 17344, + "FP": 110006, + "IoU": 0.16484683940270317, + "TN": 72673173, + "TP": 25137, + "n_pred": 135143, + "n_ref": 42481 + }, + "2": { + "Dice": 0.1569035427376669, + "FN": 120384, + "FP": 45749, + "IoU": 0.08513040222036213, + "TN": 72644068, + "TP": 15459, + "n_pred": 61208, + "n_ref": 135843 + }, + "3": { + "Dice": 0.5148373913742237, + "FN": 59875, + "FP": 66914, + "IoU": 0.3466538871798043, + "TN": 72631599, + "TP": 67272, + "n_pred": 134186, + "n_ref": 127147 + }, + "4": { + "Dice": 0.0718599237542593, + "FN": 25945, + "FP": 1566, + "IoU": 0.03726903695408735, + "TN": 72797084, + "TP": 1065, + "n_pred": 2631, + "n_ref": 27010 + }, + "5": { + "Dice": 0.10444322545255073, + "FN": 8163, + "FP": 0, + "IoU": 0.05509896978816993, + "TN": 72817021, + "TP": 476, + "n_pred": 476, + "n_ref": 8639 + }, + "6": { + "Dice": 0.7324844723670295, + "FN": 347588, + "FP": 280730, + "IoU": 0.577889940121611, + "TN": 71337143, + "TP": 860199, + "n_pred": 1140929, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.012285002263670736, + "FN": 237375, + "FP": 4790, + "IoU": 0.006180464642899648, + "TN": 72581989, + "TP": 1506, + "n_pred": 6296, + "n_ref": 238881 + }, + "8": { + "Dice": 0.41038263895445287, + "FN": 27767, + "FP": 59665, + "IoU": 0.2581644168031292, + "TN": 72707801, + "TP": 30427, + "n_pred": 90092, + "n_ref": 58194 + }, + "9": { + "Dice": 0.24027047332832457, + "FN": 55599, + "FP": 85969, + "IoU": 0.1365382973272991, + "TN": 72661706, + "TP": 22386, + "n_pred": 108355, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.38056516703912396, + "FN": 152585, + "FP": 197221, + "IoU": 0.23499875344988214, + "TN": 71352226, + "TP": 107456, + "n_pred": 304677, + "n_ref": 260041 + }, + "10": { + "Dice": 0.2558510550813309, + "FN": 78162, + "FP": 12328, + "IoU": 0.14669105859721254, + "TN": 71703442, + "TP": 15556, + "n_pred": 27884, + "n_ref": 93718 + }, + "11": { + "Dice": 0.21178962230850687, + "FN": 2769, + "FP": 1697, + "IoU": 0.11843663639952626, + "TN": 71804422, + "TP": 600, + "n_pred": 2297, + "n_ref": 3369 + }, + "12": { + "Dice": 0.0, + "FN": 6509, + "FP": 552, + "IoU": 0.0, + "TN": 71802427, + "TP": 0, + "n_pred": 552, + "n_ref": 6509 + }, + "13": { + "Dice": 0.3349554563970211, + "FN": 42357, + "FP": 43193, + "IoU": 0.20116906642762433, + "TN": 71702394, + "TP": 21544, + "n_pred": 64737, + "n_ref": 63901 + }, + "14": { + "Dice": 0.17566968614089032, + "FN": 471439, + "FP": 4681, + "IoU": 0.09629269700029609, + "TN": 71282636, + "TP": 50732, + "n_pred": 55413, + "n_ref": 522171 + }, + "15": { + "Dice": 0.3015233847060852, + "FN": 126450, + "FP": 124718, + "IoU": 0.17752577927244984, + "TN": 71504107, + "TP": 54213, + "n_pred": 178931, + "n_ref": 180663 + }, + "2": { + "Dice": 0.2980900679571256, + "FN": 116783, + "FP": 24927, + "IoU": 0.1751503192647307, + "TN": 71637687, + "TP": 30091, + "n_pred": 55018, + "n_ref": 146874 + }, + "3": { + "Dice": 0.33748202731847593, + "FN": 132418, + "FP": 74012, + "IoU": 0.2029945136617929, + "TN": 71550481, + "TP": 52577, + "n_pred": 126589, + "n_ref": 184995 + }, + "4": { + "Dice": 0.393732224896084, + "FN": 6776, + "FP": 15394, + "IoU": 0.24512240798120466, + "TN": 71780119, + "TP": 7199, + "n_pred": 22593, + "n_ref": 13975 + }, + "5": { + "Dice": 0.332461355529132, + "FN": 8246, + "FP": 175, + "IoU": 0.1993725042783799, + "TN": 71798970, + "TP": 2097, + "n_pred": 2272, + "n_ref": 10343 + }, + "6": { + "Dice": 0.7363613520579844, + "FN": 282590, + "FP": 408839, + "IoU": 0.5827309518090757, + "TN": 70152454, + "TP": 965605, + "n_pred": 1374444, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.27187066128225185, + "FN": 196564, + "FP": 10066, + "IoU": 0.1573207833413538, + "TN": 71564282, + "TP": 38576, + "n_pred": 48642, + "n_ref": 235140 + }, + "8": { + "Dice": 0.5008184496744389, + "FN": 33047, + "FP": 63014, + "IoU": 0.3340612413257631, + "TN": 71665239, + "TP": 48188, + "n_pred": 111202, + "n_ref": 81235 + }, + "9": { + "Dice": 0.4152111669796871, + "FN": 49799, + "FP": 58246, + "IoU": 0.2619977869154793, + "TN": 71663086, + "TP": 38357, + "n_pred": 96603, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.48409856243758564, + "FN": 57858, + "FP": 275355, + "IoU": 0.31934699080173795, + "TN": 134955961, + "TP": 156336, + "n_pred": 431691, + "n_ref": 214194 + }, + "10": { + "Dice": 0.24472739554941128, + "FN": 69557, + "FP": 26596, + "IoU": 0.13942415265235253, + "TN": 135333779, + "TP": 15578, + "n_pred": 42174, + "n_ref": 85135 + }, + "11": { + "Dice": 0.2254941508672852, + "FN": 2988, + "FP": 852, + "IoU": 0.12707433507615368, + "TN": 135441111, + "TP": 559, + "n_pred": 1411, + "n_ref": 3547 + }, + "12": { + "Dice": 0.0, + "FN": 5508, + "FP": 312, + "IoU": 0.0, + "TN": 135439690, + "TP": 0, + "n_pred": 312, + "n_ref": 5508 + }, + "13": { + "Dice": 0.2033042600233283, + "FN": 28895, + "FP": 62631, + "IoU": 0.1131545288942289, + "TN": 135342306, + "TP": 11678, + "n_pred": 74309, + "n_ref": 40573 + }, + "14": { + "Dice": 0.7410081602743878, + "FN": 46442, + "FP": 21065, + "IoU": 0.5885726474890297, + "TN": 135281430, + "TP": 96573, + "n_pred": 117638, + "n_ref": 143015 + }, + "15": { + "Dice": 0.2563242549335481, + "FN": 10566, + "FP": 225792, + "IoU": 0.1470022483588424, + "TN": 135168419, + "TP": 40733, + "n_pred": 266525, + "n_ref": 51299 + }, + "2": { + "Dice": 0.0015905328717330325, + "FN": 209355, + "FP": 21646, + "IoU": 0.0007958993879360686, + "TN": 135214325, + "TP": 184, + "n_pred": 21830, + "n_ref": 209539 + }, + "3": { + "Dice": 0.23272665106125562, + "FN": 191471, + "FP": 41909, + "IoU": 0.13168684470968173, + "TN": 135176736, + "TP": 35394, + "n_pred": 77303, + "n_ref": 226865 + }, + "4": { + "Dice": 0.6800806659489621, + "FN": 14415, + "FP": 6684, + "IoU": 0.5152441125789776, + "TN": 135401985, + "TP": 22426, + "n_pred": 29110, + "n_ref": 36841 + }, + "5": { + "Dice": 0.3072829131652661, + "FN": 22559, + "FP": 2171, + "IoU": 0.18153235148105246, + "TN": 135415295, + "TP": 5485, + "n_pred": 7656, + "n_ref": 28044 + }, + "6": { + "Dice": 0.7856779840474342, + "FN": 438001, + "FP": 229985, + "IoU": 0.6470095853702488, + "TN": 133553147, + "TP": 1224377, + "n_pred": 1454362, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.26586256351580595, + "FN": 165510, + "FP": 19279, + "IoU": 0.15331112628236557, + "TN": 135227261, + "TP": 33460, + "n_pred": 52739, + "n_ref": 198970 + }, + "8": { + "Dice": 0.24011624031886106, + "FN": 244597, + "FP": 40424, + "IoU": 0.13643869317958024, + "TN": 135115457, + "TP": 45032, + "n_pred": 85456, + "n_ref": 289629 + }, + "9": { + "Dice": 0.33483763563792446, + "FN": 64646, + "FP": 68006, + "IoU": 0.20108407612623463, + "TN": 135279470, + "TP": 33388, + "n_pred": 101394, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.2174088705333094, + "FN": 212627, + "FP": 101167, + "IoU": 0.12196227555466015, + "TN": 105396624, + "TP": 43587, + "n_pred": 144754, + "n_ref": 256214 + }, + "10": { + "Dice": 0.010023666991507727, + "FN": 60161, + "FP": 3838, + "IoU": 0.005037078494473206, + "TN": 105689682, + "TP": 324, + "n_pred": 4162, + "n_ref": 60485 + }, + "11": { + "Dice": 0.28128850554479845, + "FN": 1670, + "FP": 2413, + "IoU": 0.16366243342892256, + "TN": 105749123, + "TP": 799, + "n_pred": 3212, + "n_ref": 2469 + }, + "12": { + "Dice": 0.0, + "FN": 4404, + "FP": 27, + "IoU": 0.0, + "TN": 105749574, + "TP": 0, + "n_pred": 27, + "n_ref": 4404 + }, + "13": { + "Dice": 0.03177584549602802, + "FN": 79464, + "FP": 8169, + "IoU": 0.01614442411110238, + "TN": 105664934, + "TP": 1438, + "n_pred": 9607, + "n_ref": 80902 + }, + "14": { + "Dice": 0.5372064613884331, + "FN": 94438, + "FP": 82102, + "IoU": 0.36724694716544265, + "TN": 105475002, + "TP": 102463, + "n_pred": 184565, + "n_ref": 196901 + }, + "15": { + "Dice": 0.3130290920029221, + "FN": 13363, + "FP": 50583, + "IoU": 0.18555689995542254, + "TN": 105675490, + "TP": 14569, + "n_pred": 65152, + "n_ref": 27932 + }, + "2": { + "Dice": 0.3509590908698691, + "FN": 112217, + "FP": 38219, + "IoU": 0.21282618819626495, + "TN": 105562896, + "TP": 40673, + "n_pred": 78892, + "n_ref": 152890 + }, + "3": { + "Dice": 0.07343517301264668, + "FN": 163891, + "FP": 27112, + "IoU": 0.03811715649739138, + "TN": 105555433, + "TP": 7569, + "n_pred": 34681, + "n_ref": 171460 + }, + "4": { + "Dice": 0.09662485783395006, + "FN": 37838, + "FP": 18557, + "IoU": 0.050765009846661394, + "TN": 105694594, + "TP": 3016, + "n_pred": 21573, + "n_ref": 40854 + }, + "5": { + "Dice": 0.24588983559342373, + "FN": 10316, + "FP": 2252, + "IoU": 0.140179243346788, + "TN": 105739388, + "TP": 2049, + "n_pred": 4301, + "n_ref": 12365 + }, + "6": { + "Dice": 0.6460115537800013, + "FN": 715626, + "FP": 184099, + "IoU": 0.4771174787964447, + "TN": 104033303, + "TP": 820977, + "n_pred": 1005076, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.0951023843700995, + "FN": 254767, + "FP": 4326, + "IoU": 0.04992519471375977, + "TN": 105481297, + "TP": 13615, + "n_pred": 17941, + "n_ref": 268382 + }, + "8": { + "Dice": 0.40171809382515167, + "FN": 38304, + "FP": 111711, + "IoU": 0.25134370368152353, + "TN": 105553626, + "TP": 50364, + "n_pred": 162075, + "n_ref": 88668 + }, + "9": { + "Dice": 0.38123820507443906, + "FN": 45717, + "FP": 48711, + "IoU": 0.23551223303486132, + "TN": 105630487, + "TP": 29090, + "n_pred": 77801, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.27944777157920014, + "FN": 173532, + "FP": 237587, + "IoU": 0.1624174883872545, + "TN": 96647040, + "TP": 79721, + "n_pred": 317308, + "n_ref": 253253 + }, + "10": { + "Dice": 0.5618110087076053, + "FN": 60668, + "FP": 20301, + "IoU": 0.39063781749764814, + "TN": 97005005, + "TP": 51906, + "n_pred": 72207, + "n_ref": 112574 + }, + "11": { + "Dice": 0.4702314445331205, + "FN": 2088, + "FP": 1231, + "IoU": 0.3073873121869783, + "TN": 97133088, + "TP": 1473, + "n_pred": 2704, + "n_ref": 3561 + }, + "12": { + "Dice": 0.0, + "FN": 4518, + "FP": 209, + "IoU": 0.0, + "TN": 97133153, + "TP": 0, + "n_pred": 209, + "n_ref": 4518 + }, + "13": { + "Dice": 0.3502960367897714, + "FN": 31349, + "FP": 37454, + "IoU": 0.21233872537234835, + "TN": 97050529, + "TP": 18548, + "n_pred": 56002, + "n_ref": 49897 + }, + "14": { + "Dice": 0.4820937703809271, + "FN": 164674, + "FP": 49734, + "IoU": 0.3176044481363722, + "TN": 96823681, + "TP": 99791, + "n_pred": 149525, + "n_ref": 264465 + }, + "15": { + "Dice": 0.06536429892256915, + "FN": 8816, + "FP": 378855, + "IoU": 0.0337863603396581, + "TN": 96736653, + "TP": 13556, + "n_pred": 392411, + "n_ref": 22372 + }, + "2": { + "Dice": 0.32663863898751827, + "FN": 108013, + "FP": 15635, + "IoU": 0.1951991043882373, + "TN": 96984242, + "TP": 29990, + "n_pred": 45625, + "n_ref": 138003 + }, + "3": { + "Dice": 0.000950405199636189, + "FN": 158370, + "FP": 37150, + "IoU": 0.00047542852468905443, + "TN": 96942267, + "TP": 93, + "n_pred": 37243, + "n_ref": 158463 + }, + "4": { + "Dice": 0.5864074894590152, + "FN": 6982, + "FP": 21955, + "IoU": 0.4148348870599179, + "TN": 97088429, + "TP": 20514, + "n_pred": 42469, + "n_ref": 27496 + }, + "5": { + "Dice": 0.02463680792662516, + "FN": 14449, + "FP": 120, + "IoU": 0.012472039585169119, + "TN": 97123127, + "TP": 184, + "n_pred": 304, + "n_ref": 14633 + }, + "6": { + "Dice": 0.7038079449370211, + "FN": 493336, + "FP": 354246, + "IoU": 0.5429812211762283, + "TN": 95283291, + "TP": 1007007, + "n_pred": 1361253, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.21816169098808066, + "FN": 222915, + "FP": 1679, + "IoU": 0.12243630069277026, + "TN": 96881951, + "TP": 31335, + "n_pred": 33014, + "n_ref": 254250 + }, + "8": { + "Dice": 0.45743375301122674, + "FN": 52576, + "FP": 126479, + "IoU": 0.29654075078083564, + "TN": 96883345, + "TP": 75480, + "n_pred": 201959, + "n_ref": 128056 + }, + "9": { + "Dice": 0.3623197494784285, + "FN": 25250, + "FP": 127271, + "IoU": 0.2212396158304017, + "TN": 96942029, + "TP": 43330, + "n_pred": 170601, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3646386519376546, + "FN": 55272, + "FP": 356770, + "IoU": 0.2229713037853658, + "TN": 130236513, + "TP": 118237, + "n_pred": 475007, + "n_ref": 173509 + }, + "10": { + "Dice": 0.2801249805290598, + "FN": 61962, + "FP": 16603, + "IoU": 0.16287519578906992, + "TN": 130672941, + "TP": 15286, + "n_pred": 31889, + "n_ref": 77248 + }, + "11": { + "Dice": 0.21371545547594678, + "FN": 3527, + "FP": 314, + "IoU": 0.11964244785697914, + "TN": 130762429, + "TP": 522, + "n_pred": 836, + "n_ref": 4049 + }, + "12": { + "Dice": 0.0, + "FN": 3328, + "FP": 373, + "IoU": 0.0, + "TN": 130763091, + "TP": 0, + "n_pred": 373, + "n_ref": 3328 + }, + "13": { + "Dice": 0.0022985883859873843, + "FN": 61236, + "FP": 52485, + "IoU": 0.001150616589958894, + "TN": 130652940, + "TP": 131, + "n_pred": 52616, + "n_ref": 61367 + }, + "14": { + "Dice": 0.6650360758645768, + "FN": 72555, + "FP": 14956, + "IoU": 0.49816782599221254, + "TN": 130592409, + "TP": 86872, + "n_pred": 101828, + "n_ref": 159427 + }, + "15": { + "Dice": 0.1899442651804048, + "FN": 4508, + "FP": 202603, + "IoU": 0.10493835163552917, + "TN": 130535399, + "TP": 24282, + "n_pred": 226885, + "n_ref": 28790 + }, + "2": { + "Dice": 0.11332734704291975, + "FN": 154783, + "FP": 25920, + "IoU": 0.060067307842351925, + "TN": 130574541, + "TP": 11548, + "n_pred": 37468, + "n_ref": 166331 + }, + "3": { + "Dice": 0.20431397333539703, + "FN": 142290, + "FP": 42781, + "IoU": 0.11378045510266625, + "TN": 130557960, + "TP": 23761, + "n_pred": 66542, + "n_ref": 166051 + }, + "4": { + "Dice": 0.42703044200575613, + "FN": 20811, + "FP": 3676, + "IoU": 0.2714804236582173, + "TN": 130733180, + "TP": 9125, + "n_pred": 12801, + "n_ref": 29936 + }, + "5": { + "Dice": 0.2320946647290845, + "FN": 26837, + "FP": 2755, + "IoU": 0.13128229215594175, + "TN": 130732728, + "TP": 4472, + "n_pred": 7227, + "n_ref": 31309 + }, + "6": { + "Dice": 0.7019098257589366, + "FN": 360224, + "FP": 469510, + "IoU": 0.5407250125510831, + "TN": 128960175, + "TP": 976883, + "n_pred": 1446393, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.03245396464368208, + "FN": 437748, + "FP": 27631, + "IoU": 0.016494640562656388, + "TN": 130293608, + "TP": 7805, + "n_pred": 35436, + "n_ref": 445553 + }, + "8": { + "Dice": 0.17821062457148992, + "FN": 197857, + "FP": 100598, + "IoU": 0.09782174985490423, + "TN": 130435976, + "TP": 32361, + "n_pred": 132959, + "n_ref": 230218 + }, + "9": { + "Dice": 0.2167141841967825, + "FN": 76717, + "FP": 106257, + "IoU": 0.12152521052783193, + "TN": 130558506, + "TP": 25312, + "n_pred": 131569, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3130562577800688, + "FN": 115212, + "FP": 260595, + "IoU": 0.18557599162619545, + "TN": 71774569, + "TP": 85632, + "n_pred": 346227, + "n_ref": 200844 + }, + "10": { + "Dice": 0.04773789294817332, + "FN": 60865, + "FP": 10867, + "IoU": 0.024452604379164966, + "TN": 72162478, + "TP": 1798, + "n_pred": 12665, + "n_ref": 62663 + }, + "11": { + "Dice": 0.0, + "FN": 2687, + "FP": 1388, + "IoU": 0.0, + "TN": 72231933, + "TP": 0, + "n_pred": 1388, + "n_ref": 2687 + }, + "12": { + "Dice": 0.0, + "FN": 4071, + "FP": 0, + "IoU": 0.0, + "TN": 72231937, + "TP": 0, + "n_pred": 0, + "n_ref": 4071 + }, + "13": { + "Dice": 0.0015195986594225524, + "FN": 70365, + "FP": 25567, + "IoU": 0.0007603770636945992, + "TN": 72140003, + "TP": 73, + "n_pred": 25640, + "n_ref": 70438 + }, + "14": { + "Dice": 0.08473592221911372, + "FN": 59761, + "FP": 244492, + "IoU": 0.04424242233859087, + "TN": 71917671, + "TP": 14084, + "n_pred": 258576, + "n_ref": 73845 + }, + "15": { + "Dice": 0.3106619813001199, + "FN": 5905, + "FP": 93552, + "IoU": 0.18389569041914203, + "TN": 72114140, + "TP": 22411, + "n_pred": 115963, + "n_ref": 28316 + }, + "2": { + "Dice": 0.09546201589357876, + "FN": 114952, + "FP": 118957, + "IoU": 0.05012345077400387, + "TN": 71989756, + "TP": 12343, + "n_pred": 131300, + "n_ref": 127295 + }, + "3": { + "Dice": 0.18946118618194155, + "FN": 148140, + "FP": 23892, + "IoU": 0.10464353745745246, + "TN": 72043870, + "TP": 20106, + "n_pred": 43998, + "n_ref": 168246 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 14957, + "IoU": 0.0, + "TN": 72221051, + "TP": 0, + "n_pred": 14957, + "n_ref": 0 + }, + "5": { + "Dice": 0.4492055849783341, + "FN": 5428, + "FP": 1436, + "IoU": 0.2896615957777088, + "TN": 72226345, + "TP": 2799, + "n_pred": 4235, + "n_ref": 8227 + }, + "6": { + "Dice": 0.4203937051317691, + "FN": 719370, + "FP": 1465704, + "IoU": 0.26613828173357457, + "TN": 69258507, + "TP": 792427, + "n_pred": 2258131, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.06901842464995224, + "FN": 325856, + "FP": 35781, + "IoU": 0.03574266348835597, + "TN": 71860966, + "TP": 13405, + "n_pred": 49186, + "n_ref": 339261 + }, + "8": { + "Dice": 0.454165955866858, + "FN": 22320, + "FP": 86468, + "IoU": 0.2937999441728823, + "TN": 72081961, + "TP": 45259, + "n_pred": 131727, + "n_ref": 67579 + }, + "9": { + "Dice": 0.12186795250376904, + "FN": 39839, + "FP": 101117, + "IoU": 0.06488785102529572, + "TN": 72085271, + "TP": 9781, + "n_pred": 110898, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.05943386187080983, + "FN": 82290, + "FP": 129834, + "IoU": 0.030627073565298455, + "TN": 52334294, + "TP": 6702, + "n_pred": 136536, + "n_ref": 88992 + }, + "10": { + "Dice": 0.0, + "FN": 47184, + "FP": 0, + "IoU": 0.0, + "TN": 52505936, + "TP": 0, + "n_pred": 0, + "n_ref": 47184 + }, + "11": { + "Dice": 0.0, + "FN": 2042, + "FP": 4422, + "IoU": 0.0, + "TN": 52546656, + "TP": 0, + "n_pred": 4422, + "n_ref": 2042 + }, + "12": { + "Dice": 0.0, + "FN": 4066, + "FP": 0, + "IoU": 0.0, + "TN": 52549054, + "TP": 0, + "n_pred": 0, + "n_ref": 4066 + }, + "13": { + "Dice": 0.0, + "FN": 21615, + "FP": 0, + "IoU": 0.0, + "TN": 52531505, + "TP": 0, + "n_pred": 0, + "n_ref": 21615 + }, + "14": { + "Dice": 0.029506876395719184, + "FN": 54628, + "FP": 24901, + "IoU": 0.014974361515023904, + "TN": 52472382, + "TP": 1209, + "n_pred": 26110, + "n_ref": 55837 + }, + "15": { + "Dice": 0.24591821991041757, + "FN": 14206, + "FP": 53641, + "IoU": 0.14019769357495881, + "TN": 52474210, + "TP": 11063, + "n_pred": 64704, + "n_ref": 25269 + }, + "2": { + "Dice": 0.007456133262219924, + "FN": 134384, + "FP": 49851, + "IoU": 0.0037420171202690792, + "TN": 52368193, + "TP": 692, + "n_pred": 50543, + "n_ref": 135076 + }, + "3": { + "Dice": 0.35917305873699695, + "FN": 102074, + "FP": 44296, + "IoU": 0.21889758737172407, + "TN": 52365731, + "TP": 41019, + "n_pred": 85315, + "n_ref": 143093 + }, + "4": { + "Dice": 0.0, + "FN": 1880, + "FP": 0, + "IoU": 0.0, + "TN": 52551240, + "TP": 0, + "n_pred": 0, + "n_ref": 1880 + }, + "5": { + "Dice": 0.20210231254379818, + "FN": 5561, + "FP": 132, + "IoU": 0.11241035235422513, + "TN": 52546706, + "TP": 721, + "n_pred": 853, + "n_ref": 6282 + }, + "6": { + "Dice": 0.4150194207783906, + "FN": 530650, + "FP": 152051, + "IoU": 0.26184511420462225, + "TN": 51628245, + "TP": 242174, + "n_pred": 394225, + "n_ref": 772824 + }, + "7": { + "Dice": 0.007641542202153525, + "FN": 192316, + "FP": 1960, + "IoU": 0.0038354253835425384, + "TN": 52358096, + "TP": 748, + "n_pred": 2708, + "n_ref": 193064 + }, + "8": { + "Dice": 0.5485161720573525, + "FN": 34857, + "FP": 5763, + "IoU": 0.3779002986446129, + "TN": 52487825, + "TP": 24675, + "n_pred": 30438, + "n_ref": 59532 + }, + "9": { + "Dice": 0.3938712522045855, + "FN": 51291, + "FP": 31191, + "IoU": 0.24523018640019767, + "TN": 52443839, + "TP": 26799, + "n_pred": 57990, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.35389892401749656, + "FN": 145026, + "FP": 394261, + "IoU": 0.21499221960368742, + "TN": 143450267, + "TP": 147696, + "n_pred": 541957, + "n_ref": 292722 + }, + "10": { + "Dice": 0.3029971400221794, + "FN": 77514, + "FP": 18020, + "IoU": 0.17854839680478765, + "TN": 144020951, + "TP": 20765, + "n_pred": 38785, + "n_ref": 98279 + }, + "11": { + "Dice": 0.14491796057702896, + "FN": 5961, + "FP": 1804, + "IoU": 0.07811943488068385, + "TN": 144128827, + "TP": 658, + "n_pred": 2462, + "n_ref": 6619 + }, + "12": { + "Dice": 0.0, + "FN": 5646, + "FP": 0, + "IoU": 0.0, + "TN": 144131604, + "TP": 0, + "n_pred": 0, + "n_ref": 5646 + }, + "13": { + "Dice": 0.1924200937286083, + "FN": 89684, + "FP": 33010, + "IoU": 0.10645177735214222, + "TN": 143999939, + "TP": 14617, + "n_pred": 47627, + "n_ref": 104301 + }, + "14": { + "Dice": 0.5179910920605577, + "FN": 257101, + "FP": 27626, + "IoU": 0.3495195536852494, + "TN": 143699532, + "TP": 152991, + "n_pred": 180617, + "n_ref": 410092 + }, + "15": { + "Dice": 0.19215163701769378, + "FN": 6588, + "FP": 128603, + "IoU": 0.10628747463128599, + "TN": 143985981, + "TP": 16078, + "n_pred": 144681, + "n_ref": 22666 + }, + "2": { + "Dice": 0.01793620463518399, + "FN": 136690, + "FP": 10815, + "IoU": 0.009049256980087603, + "TN": 143988398, + "TP": 1347, + "n_pred": 12162, + "n_ref": 138037 + }, + "3": { + "Dice": 0.19647486710808543, + "FN": 147862, + "FP": 67543, + "IoU": 0.1089393563332506, + "TN": 143895510, + "TP": 26335, + "n_pred": 93878, + "n_ref": 174197 + }, + "4": { + "Dice": 0.5556318157553573, + "FN": 22026, + "FP": 24590, + "IoU": 0.384688489968321, + "TN": 144061490, + "TP": 29144, + "n_pred": 53734, + "n_ref": 51170 + }, + "5": { + "Dice": 0.2373496130169353, + "FN": 27486, + "FP": 2371, + "IoU": 0.13465495753992407, + "TN": 144102747, + "TP": 4646, + "n_pred": 7017, + "n_ref": 32132 + }, + "6": { + "Dice": 0.7200195475179078, + "FN": 252086, + "FP": 608444, + "IoU": 0.5625238620806057, + "TN": 142170217, + "TP": 1106503, + "n_pred": 1714947, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.13025180613032195, + "FN": 230491, + "FP": 17509, + "IoU": 0.0696627527478711, + "TN": 143870680, + "TP": 18570, + "n_pred": 36079, + "n_ref": 249061 + }, + "8": { + "Dice": 0.3015509777304913, + "FN": 163362, + "FP": 141240, + "IoU": 0.1775449093712283, + "TN": 143766893, + "TP": 65755, + "n_pred": 206995, + "n_ref": 229117 + }, + "9": { + "Dice": 0.16104535349346313, + "FN": 82616, + "FP": 40785, + "IoU": 0.08757440201116493, + "TN": 144002005, + "TP": 11844, + "n_pred": 52629, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5466398504879443, + "FN": 83414, + "FP": 133211, + "IoU": 0.3761213974880696, + "TN": 111431697, + "TP": 130598, + "n_pred": 263809, + "n_ref": 214012 + }, + "10": { + "Dice": 0.034826773081806636, + "FN": 45138, + "FP": 2751, + "IoU": 0.017721986339302196, + "TN": 111730167, + "TP": 864, + "n_pred": 3615, + "n_ref": 46002 + }, + "11": { + "Dice": 0.2451426209177346, + "FN": 3202, + "FP": 450, + "IoU": 0.1396937573616019, + "TN": 111774675, + "TP": 593, + "n_pred": 1043, + "n_ref": 3795 + }, + "12": { + "Dice": 0.0, + "FN": 4660, + "FP": 1117, + "IoU": 0.0, + "TN": 111773143, + "TP": 0, + "n_pred": 1117, + "n_ref": 4660 + }, + "13": { + "Dice": 0.06640938103013211, + "FN": 50706, + "FP": 12190, + "IoU": 0.034345109238020664, + "TN": 111713787, + "TP": 2237, + "n_pred": 14427, + "n_ref": 52943 + }, + "14": { + "Dice": 0.7238150004107451, + "FN": 30299, + "FP": 16769, + "IoU": 0.5671709044093981, + "TN": 111670175, + "TP": 61677, + "n_pred": 78446, + "n_ref": 91976 + }, + "15": { + "Dice": 0.07895577522710809, + "FN": 1958, + "FP": 202745, + "IoU": 0.0411004464181153, + "TN": 111565443, + "TP": 8774, + "n_pred": 211519, + "n_ref": 10732 + }, + "2": { + "Dice": 0.15537566638329237, + "FN": 187758, + "FP": 13929, + "IoU": 0.08423160399204498, + "TN": 111558682, + "TP": 18551, + "n_pred": 32480, + "n_ref": 206309 + }, + "3": { + "Dice": 0.11252125521718967, + "FN": 56160, + "FP": 58662, + "IoU": 0.05961458137115994, + "TN": 111656819, + "TP": 7279, + "n_pred": 65941, + "n_ref": 63439 + }, + "4": { + "Dice": 0.5341483661610444, + "FN": 11601, + "FP": 745, + "IoU": 0.36439456342668863, + "TN": 111759496, + "TP": 7078, + "n_pred": 7823, + "n_ref": 18679 + }, + "5": { + "Dice": 0.1679914501369314, + "FN": 23901, + "FP": 1011, + "IoU": 0.09169796186239837, + "TN": 111751493, + "TP": 2515, + "n_pred": 3526, + "n_ref": 26416 + }, + "6": { + "Dice": 0.7370543643852349, + "FN": 470827, + "FP": 74243, + "IoU": 0.5835994389627533, + "TN": 110469916, + "TP": 763934, + "n_pred": 838177, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.0029615570263349504, + "FN": 238030, + "FP": 5712, + "IoU": 0.0014829744698980761, + "TN": 111534816, + "TP": 362, + "n_pred": 6074, + "n_ref": 238392 + }, + "8": { + "Dice": 0.30614851206811156, + "FN": 220072, + "FP": 39085, + "IoU": 0.18074105920696992, + "TN": 111462589, + "TP": 57174, + "n_pred": 96259, + "n_ref": 277246 + }, + "9": { + "Dice": 0.22431810984592931, + "FN": 64047, + "FP": 48627, + "IoU": 0.12632786936091683, + "TN": 111649954, + "TP": 16292, + "n_pred": 64919, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.16005101227482862, + "FN": 145324, + "FP": 65436, + "IoU": 0.08698665742505632, + "TN": 198857035, + "TP": 20080, + "n_pred": 85516, + "n_ref": 165404 + }, + "10": { + "Dice": 0.004069400630914826, + "FN": 62998, + "FP": 144, + "IoU": 0.002038848761675965, + "TN": 199024604, + "TP": 129, + "n_pred": 273, + "n_ref": 63127 + }, + "11": { + "Dice": 0.13418367346938775, + "FN": 3909, + "FP": 2879, + "IoU": 0.07191687175280284, + "TN": 199080561, + "TP": 526, + "n_pred": 3405, + "n_ref": 4435 + }, + "12": { + "Dice": 0.0, + "FN": 3335, + "FP": 25, + "IoU": 0.0, + "TN": 199084515, + "TP": 0, + "n_pred": 25, + "n_ref": 3335 + }, + "13": { + "Dice": 0.0, + "FN": 35594, + "FP": 0, + "IoU": 0.0, + "TN": 199052281, + "TP": 0, + "n_pred": 0, + "n_ref": 35594 + }, + "14": { + "Dice": 0.048591387119060414, + "FN": 45049, + "FP": 29315, + "IoU": 0.02490067267220015, + "TN": 199011612, + "TP": 1899, + "n_pred": 31214, + "n_ref": 46948 + }, + "15": { + "Dice": 0.43435347444877187, + "FN": 82413, + "FP": 63840, + "IoU": 0.2774275466142308, + "TN": 198885469, + "TP": 56153, + "n_pred": 119993, + "n_ref": 138566 + }, + "2": { + "Dice": 0.4548696477261103, + "FN": 65100, + "FP": 89445, + "IoU": 0.2943891737397442, + "TN": 198868852, + "TP": 64478, + "n_pred": 153923, + "n_ref": 129578 + }, + "3": { + "Dice": 0.4617638206080064, + "FN": 69795, + "FP": 91143, + "IoU": 0.3001904563124527, + "TN": 198857901, + "TP": 69036, + "n_pred": 160179, + "n_ref": 138831 + }, + "4": { + "Dice": 0.0, + "FN": 17120, + "FP": 73, + "IoU": 0.0, + "TN": 199070682, + "TP": 0, + "n_pred": 73, + "n_ref": 17120 + }, + "5": { + "Dice": 0.15135658062530233, + "FN": 18347, + "FP": 952, + "IoU": 0.0818744053282588, + "TN": 199066855, + "TP": 1721, + "n_pred": 2673, + "n_ref": 20068 + }, + "6": { + "Dice": 0.6226234239856464, + "FN": 516489, + "FP": 257533, + "IoU": 0.4520357285204465, + "TN": 197675334, + "TP": 638519, + "n_pred": 896052, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.006624575652780862, + "FN": 155654, + "FP": 897, + "IoU": 0.003323295537743597, + "TN": 198930802, + "TP": 522, + "n_pred": 1419, + "n_ref": 156176 + }, + "8": { + "Dice": 0.5584526288055298, + "FN": 64306, + "FP": 21163, + "IoU": 0.3873980418297281, + "TN": 198948357, + "TP": 54049, + "n_pred": 75212, + "n_ref": 118355 + }, + "9": { + "Dice": 0.4659546750988505, + "FN": 62802, + "FP": 30257, + "IoU": 0.30374244328724487, + "TN": 198954219, + "TP": 40597, + "n_pred": 70854, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3833481443350962, + "FN": 74158, + "FP": 280431, + "IoU": 0.23712473591132643, + "TN": 130610386, + "TP": 110217, + "n_pred": 390648, + "n_ref": 184375 + }, + "10": { + "Dice": 0.30632865402564535, + "FN": 58270, + "FP": 52467, + "IoU": 0.18086664496848834, + "TN": 130940004, + "TP": 24451, + "n_pred": 76918, + "n_ref": 82721 + }, + "11": { + "Dice": 0.40109814687714485, + "FN": 2610, + "FP": 1753, + "IoU": 0.2508585164835165, + "TN": 131069368, + "TP": 1461, + "n_pred": 3214, + "n_ref": 4071 + }, + "12": { + "Dice": 0.0, + "FN": 4635, + "FP": 142, + "IoU": 0.0, + "TN": 131070415, + "TP": 0, + "n_pred": 142, + "n_ref": 4635 + }, + "13": { + "Dice": 0.28632618423082856, + "FN": 66962, + "FP": 48671, + "IoU": 0.16708324629580276, + "TN": 130936363, + "TP": 23196, + "n_pred": 71867, + "n_ref": 90158 + }, + "14": { + "Dice": 0.11326995145753163, + "FN": 38599, + "FP": 243445, + "IoU": 0.060035059888421574, + "TN": 130775134, + "TP": 18014, + "n_pred": 261459, + "n_ref": 56613 + }, + "15": { + "Dice": 0.1428359558795732, + "FN": 3020, + "FP": 291739, + "IoU": 0.07691079112358214, + "TN": 130755874, + "TP": 24559, + "n_pred": 316298, + "n_ref": 27579 + }, + "2": { + "Dice": 0.23996876608280537, + "FN": 133212, + "FP": 38096, + "IoU": 0.13634347019440188, + "TN": 130876840, + "TP": 27044, + "n_pred": 65140, + "n_ref": 160256 + }, + "3": { + "Dice": 0.16742723952240193, + "FN": 171322, + "FP": 15136, + "IoU": 0.09136185101800143, + "TN": 130869986, + "TP": 18748, + "n_pred": 33884, + "n_ref": 190070 + }, + "4": { + "Dice": 0.24976082276967232, + "FN": 60549, + "FP": 14733, + "IoU": 0.14270096682723515, + "TN": 130987379, + "TP": 12531, + "n_pred": 27264, + "n_ref": 73080 + }, + "5": { + "Dice": 0.1363709461270437, + "FN": 13427, + "FP": 2684, + "IoU": 0.0731749410343439, + "TN": 131057809, + "TP": 1272, + "n_pred": 3956, + "n_ref": 14699 + }, + "6": { + "Dice": 0.5470151335832347, + "FN": 495496, + "FP": 1115108, + "IoU": 0.3764768279605276, + "TN": 128492122, + "TP": 972466, + "n_pred": 2087574, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.09304726561213883, + "FN": 737606, + "FP": 33692, + "IoU": 0.04879369264598336, + "TN": 130264329, + "TP": 39565, + "n_pred": 73257, + "n_ref": 777171 + }, + "8": { + "Dice": 0.398564158713964, + "FN": 64121, + "FP": 129231, + "IoU": 0.24887925475296988, + "TN": 130817774, + "TP": 64066, + "n_pred": 193297, + "n_ref": 128187 + }, + "9": { + "Dice": 0.2835978085854034, + "FN": 37538, + "FP": 103950, + "IoU": 0.16522806251585612, + "TN": 130905699, + "TP": 28005, + "n_pred": 131955, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.40708042028856356, + "FN": 89914, + "FP": 276033, + "IoU": 0.2555561658437947, + "TN": 101125629, + "TP": 125624, + "n_pred": 401657, + "n_ref": 215538 + }, + "10": { + "Dice": 0.06447177150041253, + "FN": 44182, + "FP": 3442, + "IoU": 0.033309651882675324, + "TN": 101567935, + "TP": 1641, + "n_pred": 5083, + "n_ref": 45823 + }, + "11": { + "Dice": 0.3778631821675634, + "FN": 3730, + "FP": 317, + "IoU": 0.23294162244124336, + "TN": 101611924, + "TP": 1229, + "n_pred": 1546, + "n_ref": 4959 + }, + "12": { + "Dice": 0.0, + "FN": 5490, + "FP": 0, + "IoU": 0.0, + "TN": 101611710, + "TP": 0, + "n_pred": 0, + "n_ref": 5490 + }, + "13": { + "Dice": 0.30527344408127505, + "FN": 37435, + "FP": 65652, + "IoU": 0.18013138639689508, + "TN": 101491464, + "TP": 22649, + "n_pred": 88301, + "n_ref": 60084 + }, + "14": { + "Dice": 0.550152722137803, + "FN": 25927, + "FP": 32689, + "IoU": 0.3794556368371463, + "TN": 101522741, + "TP": 35843, + "n_pred": 68532, + "n_ref": 61770 + }, + "15": { + "Dice": 0.32657409330840564, + "FN": 2610, + "FP": 123821, + "IoU": 0.19515300438610453, + "TN": 101460113, + "TP": 30656, + "n_pred": 154477, + "n_ref": 33266 + }, + "2": { + "Dice": 0.036243302867948315, + "FN": 168663, + "FP": 27049, + "IoU": 0.01845610656395442, + "TN": 101417808, + "TP": 3680, + "n_pred": 30729, + "n_ref": 172343 + }, + "3": { + "Dice": 0.25683654229917013, + "FN": 135650, + "FP": 80346, + "IoU": 0.14733933364913943, + "TN": 101363880, + "TP": 37324, + "n_pred": 117670, + "n_ref": 172974 + }, + "4": { + "Dice": 0.018623927812606564, + "FN": 15858, + "FP": 21555, + "IoU": 0.009399491633128575, + "TN": 101579432, + "TP": 355, + "n_pred": 21910, + "n_ref": 16213 + }, + "5": { + "Dice": 0.27718908371500584, + "FN": 25257, + "FP": 1414, + "IoU": 0.16089350322479157, + "TN": 101585415, + "TP": 5114, + "n_pred": 6528, + "n_ref": 30371 + }, + "6": { + "Dice": 0.704514761202164, + "FN": 473675, + "FP": 415511, + "IoU": 0.5438230711574363, + "TN": 99667987, + "TP": 1060027, + "n_pred": 1475538, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.11231329474958887, + "FN": 402187, + "FP": 3192, + "IoU": 0.05949784698763874, + "TN": 101186176, + "TP": 25645, + "n_pred": 28837, + "n_ref": 427832 + }, + "8": { + "Dice": 0.15795481616771223, + "FN": 200118, + "FP": 139206, + "IoU": 0.08574969688805065, + "TN": 101246050, + "TP": 31826, + "n_pred": 171032, + "n_ref": 231944 + }, + "9": { + "Dice": 0.2767905902121403, + "FN": 61231, + "FP": 42065, + "IoU": 0.16062504570829575, + "TN": 101494137, + "TP": 19767, + "n_pred": 61832, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.34047682828824, + "FN": 160749, + "FP": 36211, + "IoU": 0.20516545601291364, + "TN": 118934412, + "TP": 50840, + "n_pred": 87051, + "n_ref": 211589 + }, + "10": { + "Dice": 0.09855880985588099, + "FN": 76402, + "FP": 3097, + "IoU": 0.05183374083129584, + "TN": 119098367, + "TP": 4346, + "n_pred": 7443, + "n_ref": 80748 + }, + "11": { + "Dice": 0.14680953142491604, + "FN": 3579, + "FP": 1756, + "IoU": 0.07921988263721091, + "TN": 119176418, + "TP": 459, + "n_pred": 2215, + "n_ref": 4038 + }, + "12": { + "Dice": 0.0, + "FN": 4135, + "FP": 0, + "IoU": 0.0, + "TN": 119178077, + "TP": 0, + "n_pred": 0, + "n_ref": 4135 + }, + "13": { + "Dice": 0.08992499324731451, + "FN": 30911, + "FP": 12890, + "IoU": 0.04707929946698575, + "TN": 119136247, + "TP": 2164, + "n_pred": 15054, + "n_ref": 33075 + }, + "14": { + "Dice": 0.0632739453243482, + "FN": 63468, + "FP": 7563, + "IoU": 0.0326705706114667, + "TN": 119108782, + "TP": 2399, + "n_pred": 9962, + "n_ref": 65867 + }, + "15": { + "Dice": 0.07259447443632899, + "FN": 15005, + "FP": 131015, + "IoU": 0.03766434902955811, + "TN": 119030477, + "TP": 5715, + "n_pred": 136730, + "n_ref": 20720 + }, + "2": { + "Dice": 0.306837308431864, + "FN": 134603, + "FP": 131437, + "IoU": 0.18122139706945953, + "TN": 118857289, + "TP": 58883, + "n_pred": 190320, + "n_ref": 193486 + }, + "3": { + "Dice": 0.054133879394353074, + "FN": 190695, + "FP": 29636, + "IoU": 0.02781994034487019, + "TN": 118955576, + "TP": 6305, + "n_pred": 35941, + "n_ref": 197000 + }, + "4": { + "Dice": 0.08609697607767444, + "FN": 41129, + "FP": 5746, + "IoU": 0.044985025365197724, + "TN": 119133129, + "TP": 2208, + "n_pred": 7954, + "n_ref": 43337 + }, + "5": { + "Dice": 0.2731340441736481, + "FN": 14853, + "FP": 417, + "IoU": 0.15816748442582282, + "TN": 119164073, + "TP": 2869, + "n_pred": 3286, + "n_ref": 17722 + }, + "6": { + "Dice": 0.6836351298113968, + "FN": 656946, + "FP": 344451, + "IoU": 0.519335592504416, + "TN": 117098852, + "TP": 1081963, + "n_pred": 1426414, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.049423540977746, + "FN": 289884, + "FP": 7924, + "IoU": 0.025337915234822452, + "TN": 118876662, + "TP": 7742, + "n_pred": 15666, + "n_ref": 297626 + }, + "8": { + "Dice": 0.55876032123063, + "FN": 35234, + "FP": 38885, + "IoU": 0.3876942395228379, + "TN": 119061163, + "TP": 46930, + "n_pred": 85815, + "n_ref": 82164 + }, + "9": { + "Dice": 0.4961202304290846, + "FN": 32901, + "FP": 73985, + "IoU": 0.3298935463242762, + "TN": 119022706, + "TP": 52620, + "n_pred": 126605, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 47742, + "IoU": 0.0, + "TN": 61284738, + "TP": 0, + "n_pred": 47742, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 34428, + "FP": 255, + "IoU": 0.0, + "TN": 61297797, + "TP": 0, + "n_pred": 255, + "n_ref": 34428 + }, + "11": { + "Dice": 0.1131957473420888, + "FN": 3502, + "FP": 2170, + "IoU": 0.05999337089824329, + "TN": 61326446, + "TP": 362, + "n_pred": 2532, + "n_ref": 3864 + }, + "12": { + "Dice": 0.0, + "FN": 4850, + "FP": 0, + "IoU": 0.0, + "TN": 61327630, + "TP": 0, + "n_pred": 0, + "n_ref": 4850 + }, + "13": { + "Dice": 0.027183543725680045, + "FN": 51952, + "FP": 1299, + "IoU": 0.013779053616075563, + "TN": 61278485, + "TP": 744, + "n_pred": 2043, + "n_ref": 52696 + }, + "14": { + "Dice": 0.3861385040937034, + "FN": 200917, + "FP": 20563, + "IoU": 0.2392637193917682, + "TN": 61041341, + "TP": 69659, + "n_pred": 90222, + "n_ref": 270576 + }, + "15": { + "Dice": 0.5132489106161059, + "FN": 39277, + "FP": 72538, + "IoU": 0.3452150896548493, + "TN": 61161714, + "TP": 58951, + "n_pred": 131489, + "n_ref": 98228 + }, + "2": { + "Dice": 0.10874750278862742, + "FN": 145782, + "FP": 102709, + "IoU": 0.057500256020269216, + "TN": 61068829, + "TP": 15160, + "n_pred": 117869, + "n_ref": 160942 + }, + "3": { + "Dice": 0.0446379548898601, + "FN": 124580, + "FP": 49422, + "IoU": 0.022828485906990065, + "TN": 61154413, + "TP": 4065, + "n_pred": 53487, + "n_ref": 128645 + }, + "4": { + "Dice": 0.3314430239680689, + "FN": 33802, + "FP": 33, + "IoU": 0.19864051916062717, + "TN": 61290258, + "TP": 8387, + "n_pred": 8420, + "n_ref": 42189 + }, + "5": { + "Dice": 0.02471655328798186, + "FN": 8463, + "FP": 139, + "IoU": 0.012512914705544713, + "TN": 61323769, + "TP": 109, + "n_pred": 248, + "n_ref": 8572 + }, + "6": { + "Dice": 0.6533909873724583, + "FN": 546285, + "FP": 153738, + "IoU": 0.4852121003538683, + "TN": 59972652, + "TP": 659805, + "n_pred": 813543, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.0243647057752365, + "FN": 201551, + "FP": 12759, + "IoU": 0.012332592886176988, + "TN": 61115494, + "TP": 2676, + "n_pred": 15435, + "n_ref": 204227 + }, + "8": { + "Dice": 0.5290971221179105, + "FN": 46059, + "FP": 18296, + "IoU": 0.35970908077883573, + "TN": 61231971, + "TP": 36154, + "n_pred": 54450, + "n_ref": 82213 + }, + "9": { + "Dice": 0.4343853433406368, + "FN": 30761, + "FP": 54170, + "IoU": 0.27745354930919486, + "TN": 61214936, + "TP": 32613, + "n_pred": 86783, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6169549559189167, + "FN": 67603, + "FP": 68432, + "IoU": 0.446084499242634, + "TN": 148861912, + "TP": 109553, + "n_pred": 177985, + "n_ref": 177156 + }, + "10": { + "Dice": 0.11453589753239747, + "FN": 68237, + "FP": 2346, + "IoU": 0.06074679299515622, + "TN": 149032352, + "TP": 4565, + "n_pred": 6911, + "n_ref": 72802 + }, + "11": { + "Dice": 0.12281711763577048, + "FN": 2284, + "FP": 2287, + "IoU": 0.06542629319157636, + "TN": 149102609, + "TP": 320, + "n_pred": 2607, + "n_ref": 2604 + }, + "12": { + "Dice": 0.07726075504828797, + "FN": 2009, + "FP": 93, + "IoU": 0.04018264840182648, + "TN": 149105310, + "TP": 88, + "n_pred": 181, + "n_ref": 2097 + }, + "13": { + "Dice": 0.03491617720088361, + "FN": 82328, + "FP": 30388, + "IoU": 0.01776828896344386, + "TN": 148992745, + "TP": 2039, + "n_pred": 32427, + "n_ref": 84367 + }, + "14": { + "Dice": 0.45477141899765444, + "FN": 47600, + "FP": 61419, + "IoU": 0.2943068906366314, + "TN": 148953015, + "TP": 45466, + "n_pred": 106885, + "n_ref": 93066 + }, + "15": { + "Dice": 0.32062292453910457, + "FN": 10043, + "FP": 108617, + "IoU": 0.19091776898949953, + "TN": 148960840, + "TP": 28000, + "n_pred": 136617, + "n_ref": 38043 + }, + "2": { + "Dice": 0.22570672078385362, + "FN": 128532, + "FP": 66816, + "IoU": 0.1272093646680368, + "TN": 148883680, + "TP": 28472, + "n_pred": 95288, + "n_ref": 157004 + }, + "3": { + "Dice": 0.06566041705014594, + "FN": 55092, + "FP": 87036, + "IoU": 0.03394461739236824, + "TN": 148960378, + "TP": 4994, + "n_pred": 92030, + "n_ref": 60086 + }, + "4": { + "Dice": 0.1713761717157995, + "FN": 23310, + "FP": 1088, + "IoU": 0.09371865829649716, + "TN": 149080579, + "TP": 2523, + "n_pred": 3611, + "n_ref": 25833 + }, + "5": { + "Dice": 0.009027446802545629, + "FN": 33555, + "FP": 1792, + "IoU": 0.004534189478427397, + "TN": 149071992, + "TP": 161, + "n_pred": 1953, + "n_ref": 33716 + }, + "6": { + "Dice": 0.6605390941906856, + "FN": 473104, + "FP": 177464, + "IoU": 0.4931380164407127, + "TN": 147823979, + "TP": 632953, + "n_pred": 810417, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.06627388719092414, + "FN": 265386, + "FP": 9263, + "IoU": 0.03427263393296671, + "TN": 148823104, + "TP": 9747, + "n_pred": 19010, + "n_ref": 275133 + }, + "8": { + "Dice": 0.2742864511691884, + "FN": 190781, + "FP": 11815, + "IoU": 0.1589408922210875, + "TN": 148866618, + "TP": 38286, + "n_pred": 50101, + "n_ref": 229067 + }, + "9": { + "Dice": 0.30759284472645376, + "FN": 51566, + "FP": 110154, + "IoU": 0.1817487262258337, + "TN": 148909859, + "TP": 35921, + "n_pred": 146075, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.05242221030544122, + "FN": 501076, + "FP": 6061, + "IoU": 0.0269166194967045, + "TN": 100191635, + "TP": 14028, + "n_pred": 20089, + "n_ref": 515104 + }, + "10": { + "Dice": 0.025856761748409604, + "FN": 37904, + "FP": 4819, + "IoU": 0.013097713097713098, + "TN": 100669510, + "TP": 567, + "n_pred": 5386, + "n_ref": 38471 + }, + "11": { + "Dice": 0.0, + "FN": 3481, + "FP": 3, + "IoU": 0.0, + "TN": 100709316, + "TP": 0, + "n_pred": 3, + "n_ref": 3481 + }, + "12": { + "Dice": 0.0, + "FN": 5873, + "FP": 114, + "IoU": 0.0, + "TN": 100706813, + "TP": 0, + "n_pred": 114, + "n_ref": 5873 + }, + "13": { + "Dice": 0.0, + "FN": 39155, + "FP": 679, + "IoU": 0.0, + "TN": 100672966, + "TP": 0, + "n_pred": 679, + "n_ref": 39155 + }, + "14": { + "Dice": 0.2832693523413378, + "FN": 122977, + "FP": 33481, + "IoU": 0.16500512338826745, + "TN": 100525424, + "TP": 30918, + "n_pred": 64399, + "n_ref": 153895 + }, + "15": { + "Dice": 0.4455928736575833, + "FN": 31763, + "FP": 126258, + "IoU": 0.2866641989129846, + "TN": 100491276, + "TP": 63503, + "n_pred": 189761, + "n_ref": 95266 + }, + "2": { + "Dice": 0.007835973832752951, + "FN": 231942, + "FP": 75483, + "IoU": 0.003933397917955929, + "TN": 100404161, + "TP": 1214, + "n_pred": 76697, + "n_ref": 233156 + }, + "3": { + "Dice": 3.344229949251311e-05, + "FN": 223941, + "FP": 15269, + "IoU": 1.6721429347780647e-05, + "TN": 100473586, + "TP": 4, + "n_pred": 15273, + "n_ref": 223945 + }, + "4": { + "Dice": 0.0, + "FN": 57652, + "FP": 6019, + "IoU": 0.0, + "TN": 100649129, + "TP": 0, + "n_pred": 6019, + "n_ref": 57652 + }, + "5": { + "Dice": 0.0, + "FN": 16473, + "FP": 1670, + "IoU": 0.0, + "TN": 100694657, + "TP": 0, + "n_pred": 1670, + "n_ref": 16473 + }, + "6": { + "Dice": 0.27097423917397634, + "FN": 1716184, + "FP": 231124, + "IoU": 0.15672076455617487, + "TN": 98403591, + "TP": 361901, + "n_pred": 593025, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.0, + "FN": 172298, + "FP": 15271, + "IoU": 0.0, + "TN": 100525231, + "TP": 0, + "n_pred": 15271, + "n_ref": 172298 + }, + "8": { + "Dice": 0.2376493473057889, + "FN": 81077, + "FP": 78823, + "IoU": 0.1348479355924317, + "TN": 100527977, + "TP": 24923, + "n_pred": 103746, + "n_ref": 106000 + }, + "9": { + "Dice": 0.2712865747292894, + "FN": 68885, + "FP": 108239, + "IoU": 0.15692975525241082, + "TN": 100502706, + "TP": 32970, + "n_pred": 141209, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3784409369430777, + "FN": 51184, + "FP": 36357, + "IoU": 0.2333809144328362, + "TN": 78836509, + "TP": 26650, + "n_pred": 63007, + "n_ref": 77834 + }, + "10": { + "Dice": 0.02058502122036138, + "FN": 38539, + "FP": 0, + "IoU": 0.010399548069022185, + "TN": 78911756, + "TP": 405, + "n_pred": 405, + "n_ref": 38944 + }, + "11": { + "Dice": 0.15621788283658788, + "FN": 836, + "FP": 4911, + "IoU": 0.08472686733556299, + "TN": 78944421, + "TP": 532, + "n_pred": 5443, + "n_ref": 1368 + }, + "12": { + "Dice": 0.0, + "FN": 2560, + "FP": 6, + "IoU": 0.0, + "TN": 78948134, + "TP": 0, + "n_pred": 6, + "n_ref": 2560 + }, + "13": { + "Dice": 0.0, + "FN": 59405, + "FP": 60, + "IoU": 0.0, + "TN": 78891235, + "TP": 0, + "n_pred": 60, + "n_ref": 59405 + }, + "14": { + "Dice": 0.07101498334194445, + "FN": 25276, + "FP": 26867, + "IoU": 0.03681468893157973, + "TN": 78896564, + "TP": 1993, + "n_pred": 28860, + "n_ref": 27269 + }, + "15": { + "Dice": 0.6484032902286876, + "FN": 8551, + "FP": 46290, + "IoU": 0.47973133223918263, + "TN": 78845291, + "TP": 50568, + "n_pred": 96858, + "n_ref": 59119 + }, + "2": { + "Dice": 0.08058277462609592, + "FN": 95121, + "FP": 18975, + "IoU": 0.04198293813394237, + "TN": 78831604, + "TP": 5000, + "n_pred": 23975, + "n_ref": 100121 + }, + "3": { + "Dice": 0.3531956814036769, + "FN": 58146, + "FP": 39026, + "IoU": 0.21447337574674827, + "TN": 78826997, + "TP": 26531, + "n_pred": 65557, + "n_ref": 84677 + }, + "4": { + "Dice": 0.0, + "FN": 17128, + "FP": 2340, + "IoU": 0.0, + "TN": 78931232, + "TP": 0, + "n_pred": 2340, + "n_ref": 17128 + }, + "5": { + "Dice": 0.027401074879563364, + "FN": 34306, + "FP": 621, + "IoU": 0.01389084954403004, + "TN": 78915281, + "TP": 492, + "n_pred": 1113, + "n_ref": 34798 + }, + "6": { + "Dice": 0.5431229907142081, + "FN": 419465, + "FP": 64434, + "IoU": 0.37279947947044934, + "TN": 78179178, + "TP": 287623, + "n_pred": 352057, + "n_ref": 707088 + }, + "7": { + "Dice": 0.0, + "FN": 721113, + "FP": 453, + "IoU": 0.0, + "TN": 78229134, + "TP": 0, + "n_pred": 453, + "n_ref": 721113 + }, + "8": { + "Dice": 0.10784802267733003, + "FN": 311305, + "FP": 16328, + "IoU": 0.056997547749801404, + "TN": 78603264, + "TP": 19803, + "n_pred": 36131, + "n_ref": 331108 + }, + "9": { + "Dice": 0.06630370161769768, + "FN": 54929, + "FP": 4751, + "IoU": 0.03428858072137089, + "TN": 78888901, + "TP": 2119, + "n_pred": 6870, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3703416206740304, + "FN": 48488, + "FP": 290578, + "IoU": 0.22725107628213748, + "TN": 104565661, + "TP": 99713, + "n_pred": 390291, + "n_ref": 148201 + }, + "10": { + "Dice": 0.2580339127048745, + "FN": 69011, + "FP": 35788, + "IoU": 0.14812797710978523, + "TN": 104881418, + "TP": 18223, + "n_pred": 54011, + "n_ref": 87234 + }, + "11": { + "Dice": 0.21126181668721744, + "FN": 3817, + "FP": 21, + "IoU": 0.11810661764705882, + "TN": 105000088, + "TP": 514, + "n_pred": 535, + "n_ref": 4331 + }, + "12": { + "Dice": 0.0, + "FN": 4833, + "FP": 349, + "IoU": 0.0, + "TN": 104999258, + "TP": 0, + "n_pred": 349, + "n_ref": 4833 + }, + "13": { + "Dice": 0.3423445229414701, + "FN": 55188, + "FP": 31758, + "IoU": 0.2065233262758268, + "TN": 104894864, + "TP": 22630, + "n_pred": 54388, + "n_ref": 77818 + }, + "14": { + "Dice": 0.6122578094108343, + "FN": 31372, + "FP": 17658, + "IoU": 0.4411898791885115, + "TN": 104916700, + "TP": 38710, + "n_pred": 56368, + "n_ref": 70082 + }, + "15": { + "Dice": 0.038994881340158216, + "FN": 22265, + "FP": 80995, + "IoU": 0.019885150206444876, + "TN": 104899085, + "TP": 2095, + "n_pred": 83090, + "n_ref": 24360 + }, + "2": { + "Dice": 0.06833380103459048, + "FN": 164297, + "FP": 11664, + "IoU": 0.03537557424320502, + "TN": 104822026, + "TP": 6453, + "n_pred": 18117, + "n_ref": 170750 + }, + "3": { + "Dice": 0.178500237304224, + "FN": 134738, + "FP": 38352, + "IoU": 0.09799630005992861, + "TN": 104812545, + "TP": 18805, + "n_pred": 57157, + "n_ref": 153543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 12736, + "IoU": 0.0, + "TN": 104991704, + "TP": 0, + "n_pred": 12736, + "n_ref": 0 + }, + "5": { + "Dice": 0.10348712305797898, + "FN": 28105, + "FP": 6114, + "IoU": 0.05456705531303531, + "TN": 104968246, + "TP": 1975, + "n_pred": 8089, + "n_ref": 30080 + }, + "6": { + "Dice": 0.6798160978087624, + "FN": 264253, + "FP": 650985, + "IoU": 0.5149404538870725, + "TN": 103117583, + "TP": 971619, + "n_pred": 1622604, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.3191283583682399, + "FN": 182247, + "FP": 21911, + "IoU": 0.1898588508866958, + "TN": 104752437, + "TP": 47845, + "n_pred": 69756, + "n_ref": 230092 + }, + "8": { + "Dice": 0.14901107477487796, + "FN": 331047, + "FP": 70213, + "IoU": 0.08050349342676637, + "TN": 104568049, + "TP": 35131, + "n_pred": 105344, + "n_ref": 366178 + }, + "9": { + "Dice": 0.24124962146004084, + "FN": 68858, + "FP": 86484, + "IoU": 0.137171041668981, + "TN": 104824402, + "TP": 24696, + "n_pred": 111180, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4798183272538435, + "FN": 188977, + "FP": 307861, + "IoU": 0.3156322272896949, + "TN": 176950307, + "TP": 229143, + "n_pred": 537004, + "n_ref": 418120 + }, + "10": { + "Dice": 0.0838636713443483, + "FN": 65695, + "FP": 71206, + "IoU": 0.04376706922684697, + "TN": 177533121, + "TP": 6266, + "n_pred": 77472, + "n_ref": 71961 + }, + "11": { + "Dice": 0.2551003483164704, + "FN": 3974, + "FP": 517, + "IoU": 0.1461977186311787, + "TN": 177671028, + "TP": 769, + "n_pred": 1286, + "n_ref": 4743 + }, + "12": { + "Dice": 0.0, + "FN": 5198, + "FP": 147, + "IoU": 0.0, + "TN": 177670943, + "TP": 0, + "n_pred": 147, + "n_ref": 5198 + }, + "13": { + "Dice": 0.28000083263368974, + "FN": 56906, + "FP": 46861, + "IoU": 0.16279126056928936, + "TN": 177552344, + "TP": 20177, + "n_pred": 67038, + "n_ref": 77083 + }, + "14": { + "Dice": 0.5359105228454907, + "FN": 32355, + "FP": 43661, + "IoU": 0.3660367287708705, + "TN": 177556382, + "TP": 43890, + "n_pred": 87551, + "n_ref": 76245 + }, + "15": { + "Dice": 0.1340310888863046, + "FN": 5881, + "FP": 217513, + "IoU": 0.07182921863703974, + "TN": 177435606, + "TP": 17288, + "n_pred": 234801, + "n_ref": 23169 + }, + "2": { + "Dice": 0.16972571338234133, + "FN": 192894, + "FP": 17182, + "IoU": 0.09273239241971427, + "TN": 177444740, + "TP": 21472, + "n_pred": 38654, + "n_ref": 214366 + }, + "3": { + "Dice": 0.1319037450971484, + "FN": 189625, + "FP": 39667, + "IoU": 0.07060864489769447, + "TN": 177429576, + "TP": 17420, + "n_pred": 57087, + "n_ref": 207045 + }, + "4": { + "Dice": 0.27511309986070537, + "FN": 23274, + "FP": 35531, + "IoU": 0.15949631238922873, + "TN": 177606324, + "TP": 11159, + "n_pred": 46690, + "n_ref": 34433 + }, + "5": { + "Dice": 0.21952687375584465, + "FN": 26439, + "FP": 7279, + "IoU": 0.12329693187727508, + "TN": 177637828, + "TP": 4742, + "n_pred": 12021, + "n_ref": 31181 + }, + "6": { + "Dice": 0.7207316732270279, + "FN": 439064, + "FP": 619912, + "IoU": 0.5633936666321716, + "TN": 175250817, + "TP": 1366495, + "n_pred": 1986407, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.12352807183704786, + "FN": 342428, + "FP": 23109, + "IoU": 0.06582995992803402, + "TN": 177284992, + "TP": 25759, + "n_pred": 48868, + "n_ref": 368187 + }, + "8": { + "Dice": 0.37732436927545737, + "FN": 118907, + "FP": 146907, + "IoU": 0.23253222155494987, + "TN": 177329936, + "TP": 80538, + "n_pred": 227445, + "n_ref": 199445 + }, + "9": { + "Dice": 0.233511868101394, + "FN": 99016, + "FP": 138685, + "IoU": 0.1321898878824719, + "TN": 177402379, + "TP": 36208, + "n_pred": 174893, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6485831722786292, + "FN": 67927, + "FP": 61173, + "IoU": 0.47992829375390256, + "TN": 193757300, + "TP": 119135, + "n_pred": 180308, + "n_ref": 187062 + }, + "10": { + "Dice": 0.23826189265452224, + "FN": 75098, + "FP": 1299, + "IoU": 0.13524251513950988, + "TN": 193917190, + "TP": 11948, + "n_pred": 13247, + "n_ref": 87046 + }, + "11": { + "Dice": 0.005390835579514825, + "FN": 3103, + "FP": 218, + "IoU": 0.002702702702702703, + "TN": 194002205, + "TP": 9, + "n_pred": 227, + "n_ref": 3112 + }, + "12": { + "Dice": 0.0, + "FN": 3950, + "FP": 138, + "IoU": 0.0, + "TN": 194001447, + "TP": 0, + "n_pred": 138, + "n_ref": 3950 + }, + "13": { + "Dice": 0.10257611241217798, + "FN": 62059, + "FP": 22245, + "IoU": 0.0540607257467292, + "TN": 193916413, + "TP": 4818, + "n_pred": 27063, + "n_ref": 66877 + }, + "14": { + "Dice": 0.4867594128332713, + "FN": 32761, + "FP": 58215, + "IoU": 0.3216669027789169, + "TN": 193871418, + "TP": 43141, + "n_pred": 101356, + "n_ref": 75902 + }, + "15": { + "Dice": 0.15829544191054698, + "FN": 7441, + "FP": 136392, + "IoU": 0.08595050775937671, + "TN": 193848177, + "TP": 13525, + "n_pred": 149917, + "n_ref": 20966 + }, + "2": { + "Dice": 0.1723623791259251, + "FN": 122946, + "FP": 30258, + "IoU": 0.0943088373522822, + "TN": 193836378, + "TP": 15953, + "n_pred": 46211, + "n_ref": 138899 + }, + "3": { + "Dice": 0.21451476360278085, + "FN": 109469, + "FP": 74245, + "IoU": 0.12014367816091955, + "TN": 193796735, + "TP": 25086, + "n_pred": 99331, + "n_ref": 134555 + }, + "4": { + "Dice": 0.5949395794861827, + "FN": 11847, + "FP": 656, + "IoU": 0.42342633156559834, + "TN": 193983850, + "TP": 9182, + "n_pred": 9838, + "n_ref": 21029 + }, + "5": { + "Dice": 0.2198416126709863, + "FN": 23453, + "FP": 3638, + "IoU": 0.12349553513653423, + "TN": 193974627, + "TP": 3817, + "n_pred": 7455, + "n_ref": 27270 + }, + "6": { + "Dice": 0.5704916772171887, + "FN": 762010, + "FP": 176348, + "IoU": 0.3990824454289414, + "TN": 192443993, + "TP": 623184, + "n_pred": 799532, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.0532529061542444, + "FN": 313126, + "FP": 1408, + "IoU": 0.027354814769002412, + "TN": 193682155, + "TP": 8846, + "n_pred": 10254, + "n_ref": 321972 + }, + "8": { + "Dice": 0.3178501978139878, + "FN": 194001, + "FP": 9457, + "IoU": 0.18895475147393556, + "TN": 193754676, + "TP": 47401, + "n_pred": 56858, + "n_ref": 241402 + }, + "9": { + "Dice": 0.3215452433222499, + "FN": 70808, + "FP": 45701, + "IoU": 0.19157218390485575, + "TN": 193861417, + "TP": 27609, + "n_pred": 73310, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4404919429104841, + "FN": 44378, + "FP": 133639, + "IoU": 0.2824557019170308, + "TN": 99407708, + "TP": 70075, + "n_pred": 203714, + "n_ref": 114453 + }, + "10": { + "Dice": 0.21826903023983316, + "FN": 61219, + "FP": 13749, + "IoU": 0.12250392115551186, + "TN": 99570366, + "TP": 10466, + "n_pred": 24215, + "n_ref": 71685 + }, + "11": { + "Dice": 0.0, + "FN": 3642, + "FP": 744, + "IoU": 0.0, + "TN": 99651414, + "TP": 0, + "n_pred": 744, + "n_ref": 3642 + }, + "12": { + "Dice": 0.0, + "FN": 3568, + "FP": 932, + "IoU": 0.0, + "TN": 99651300, + "TP": 0, + "n_pred": 932, + "n_ref": 3568 + }, + "13": { + "Dice": 0.03921019856984929, + "FN": 44030, + "FP": 24629, + "IoU": 0.019997145304025122, + "TN": 99585740, + "TP": 1401, + "n_pred": 26030, + "n_ref": 45431 + }, + "14": { + "Dice": 0.16839789017247517, + "FN": 43732, + "FP": 59064, + "IoU": 0.0919402141267093, + "TN": 99542596, + "TP": 10408, + "n_pred": 69472, + "n_ref": 54140 + }, + "15": { + "Dice": 0.10689608401635374, + "FN": 24155, + "FP": 206306, + "IoU": 0.05646604135875506, + "TN": 99411547, + "TP": 13792, + "n_pred": 220098, + "n_ref": 37947 + }, + "2": { + "Dice": 0.2218500205602415, + "FN": 92632, + "FP": 62542, + "IoU": 0.12476451543763466, + "TN": 99478506, + "TP": 22120, + "n_pred": 84662, + "n_ref": 114752 + }, + "3": { + "Dice": 0.015445201653446542, + "FN": 122703, + "FP": 18301, + "IoU": 0.007782703539511646, + "TN": 99513690, + "TP": 1106, + "n_pred": 19407, + "n_ref": 123809 + }, + "4": { + "Dice": 0.12755236340390327, + "FN": 17210, + "FP": 5991, + "IoU": 0.068120657107282, + "TN": 99630903, + "TP": 1696, + "n_pred": 7687, + "n_ref": 18906 + }, + "5": { + "Dice": 0.3409195402298851, + "FN": 5483, + "FP": 251, + "IoU": 0.2054870444783151, + "TN": 99648583, + "TP": 1483, + "n_pred": 1734, + "n_ref": 6966 + }, + "6": { + "Dice": 0.7848471379324621, + "FN": 349393, + "FP": 201459, + "IoU": 0.6458834624288121, + "TN": 98100233, + "TP": 1004715, + "n_pred": 1206174, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.07726463481836293, + "FN": 159682, + "FP": 14464, + "IoU": 0.04018474732276217, + "TN": 99474363, + "TP": 7291, + "n_pred": 21755, + "n_ref": 166973 + }, + "8": { + "Dice": 0.46785994764397904, + "FN": 29433, + "FP": 133189, + "IoU": 0.30536369499938065, + "TN": 99421689, + "TP": 71489, + "n_pred": 204678, + "n_ref": 100922 + }, + "9": { + "Dice": 0.34645270385913507, + "FN": 70231, + "FP": 25232, + "IoU": 0.20952089164168722, + "TN": 99535034, + "TP": 25303, + "n_pred": 50535, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5512254724333864, + "FN": 230145, + "FP": 122822, + "IoU": 0.38047705971144735, + "TN": 62513780, + "TP": 216773, + "n_pred": 339595, + "n_ref": 446918 + }, + "10": { + "Dice": 0.2692603450761763, + "FN": 59640, + "FP": 1178, + "IoU": 0.15557530233397665, + "TN": 63011497, + "TP": 11205, + "n_pred": 12383, + "n_ref": 70845 + }, + "11": { + "Dice": 0.026226068712300026, + "FN": 3495, + "FP": 218, + "IoU": 0.013287270794578794, + "TN": 63079757, + "TP": 50, + "n_pred": 268, + "n_ref": 3545 + }, + "12": { + "Dice": 0.0005709391949757351, + "FN": 3501, + "FP": 0, + "IoU": 0.00028555111364934324, + "TN": 63080018, + "TP": 1, + "n_pred": 1, + "n_ref": 3502 + }, + "13": { + "Dice": 3.389370932754881e-05, + "FN": 45654, + "FP": 13352, + "IoU": 1.6947141864524548e-05, + "TN": 63024513, + "TP": 1, + "n_pred": 13353, + "n_ref": 45655 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 15826, + "IoU": 0.0, + "TN": 63067694, + "TP": 0, + "n_pred": 15826, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 15343, + "IoU": 0.0, + "TN": 63068177, + "TP": 0, + "n_pred": 15343, + "n_ref": 0 + }, + "2": { + "Dice": 0.11263730594895005, + "FN": 115784, + "FP": 13227, + "IoU": 0.05967973527503845, + "TN": 62946321, + "TP": 8188, + "n_pred": 21415, + "n_ref": 123972 + }, + "3": { + "Dice": 0.3913769123783032, + "FN": 81158, + "FP": 63250, + "IoU": 0.24329932560954523, + "TN": 62892681, + "TP": 46431, + "n_pred": 109681, + "n_ref": 127589 + }, + "4": { + "Dice": 0.00048567265662943174, + "FN": 18024, + "FP": 2556, + "IoU": 0.00024289531212047608, + "TN": 63062935, + "TP": 5, + "n_pred": 2561, + "n_ref": 18029 + }, + "5": { + "Dice": 0.05319264657891874, + "FN": 16465, + "FP": 943, + "IoU": 0.027323015030452032, + "TN": 63065623, + "TP": 489, + "n_pred": 1432, + "n_ref": 16954 + }, + "6": { + "Dice": 0.5511967475313057, + "FN": 609802, + "FP": 236785, + "IoU": 0.3804496894882667, + "TN": 61717066, + "TP": 519867, + "n_pred": 756652, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.06231922950770791, + "FN": 151432, + "FP": 5803, + "IoU": 0.03216176289548196, + "TN": 62921060, + "TP": 5225, + "n_pred": 11028, + "n_ref": 156657 + }, + "8": { + "Dice": 0.23768144017490211, + "FN": 94781, + "FP": 15403, + "IoU": 0.1348686018482895, + "TN": 62956159, + "TP": 17177, + "n_pred": 32580, + "n_ref": 111958 + }, + "9": { + "Dice": 0.5722551928783383, + "FN": 19747, + "FP": 14849, + "IoU": 0.4008105580380339, + "TN": 63025782, + "TP": 23142, + "n_pred": 37991, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.33383729251147065, + "FN": 217321, + "FP": 162493, + "IoU": 0.20036296035858125, + "TN": 109133835, + "TP": 95169, + "n_pred": 257662, + "n_ref": 312490 + }, + "10": { + "Dice": 0.2218471969326879, + "FN": 72942, + "FP": 32188, + "IoU": 0.1247627293616171, + "TN": 109488702, + "TP": 14986, + "n_pred": 47174, + "n_ref": 87928 + }, + "11": { + "Dice": 0.20545073375262055, + "FN": 3682, + "FP": 2382, + "IoU": 0.11448598130841121, + "TN": 109601970, + "TP": 784, + "n_pred": 3166, + "n_ref": 4466 + }, + "12": { + "Dice": 0.0, + "FN": 4081, + "FP": 145, + "IoU": 0.0, + "TN": 109604592, + "TP": 0, + "n_pred": 145, + "n_ref": 4081 + }, + "13": { + "Dice": 0.08923195229355135, + "FN": 74629, + "FP": 50914, + "IoU": 0.046699520855322606, + "TN": 109477125, + "TP": 6150, + "n_pred": 57064, + "n_ref": 80779 + }, + "14": { + "Dice": 0.13127095617377887, + "FN": 81432, + "FP": 123509, + "IoU": 0.07024611545877282, + "TN": 109388393, + "TP": 15484, + "n_pred": 138993, + "n_ref": 96916 + }, + "15": { + "Dice": 0.2841937624879345, + "FN": 21543, + "FP": 391518, + "IoU": 0.16563278316321892, + "TN": 109113759, + "TP": 81998, + "n_pred": 473516, + "n_ref": 103541 + }, + "2": { + "Dice": 0.27088274563449494, + "FN": 172774, + "FP": 49485, + "IoU": 0.15665955848314905, + "TN": 109345272, + "TP": 41287, + "n_pred": 90772, + "n_ref": 214061 + }, + "3": { + "Dice": 0.045915291907503764, + "FN": 239479, + "FP": 18516, + "IoU": 0.023497083681865837, + "TN": 109344615, + "TP": 6208, + "n_pred": 24724, + "n_ref": 245687 + }, + "4": { + "Dice": 0.0, + "FN": 50290, + "FP": 32562, + "IoU": 0.0, + "TN": 109525966, + "TP": 0, + "n_pred": 32562, + "n_ref": 50290 + }, + "5": { + "Dice": 0.05886093196475611, + "FN": 10228, + "FP": 133, + "IoU": 0.030322882545624708, + "TN": 109598133, + "TP": 324, + "n_pred": 457, + "n_ref": 10552 + }, + "6": { + "Dice": 0.6212714550498027, + "FN": 364893, + "FP": 714803, + "IoU": 0.45061187521307505, + "TN": 107643548, + "TP": 885574, + "n_pred": 1600377, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.10001260097411009, + "FN": 1134076, + "FP": 15819, + "IoU": 0.05263856014275981, + "TN": 108395031, + "TP": 63892, + "n_pred": 79711, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.4123496253194116, + "FN": 46332, + "FP": 76474, + "IoU": 0.25972319340293687, + "TN": 109442926, + "TP": 43086, + "n_pred": 119560, + "n_ref": 89418 + }, + "9": { + "Dice": 0.3339870582379293, + "FN": 21652, + "FP": 112150, + "IoU": 0.2004708666216515, + "TN": 109441467, + "TP": 33549, + "n_pred": 145699, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.2693111533616716, + "FN": 30234, + "FP": 124645, + "IoU": 0.1556092268606103, + "TN": 66883931, + "TP": 28542, + "n_pred": 153187, + "n_ref": 58776 + }, + "10": { + "Dice": 0.06465757406913927, + "FN": 76127, + "FP": 1093, + "IoU": 0.033408854786015595, + "TN": 66987463, + "TP": 2669, + "n_pred": 3762, + "n_ref": 78796 + }, + "11": { + "Dice": 0.0, + "FN": 3126, + "FP": 4652, + "IoU": 0.0, + "TN": 67059574, + "TP": 0, + "n_pred": 4652, + "n_ref": 3126 + }, + "12": { + "Dice": 0.0, + "FN": 3311, + "FP": 102, + "IoU": 0.0, + "TN": 67063939, + "TP": 0, + "n_pred": 102, + "n_ref": 3311 + }, + "13": { + "Dice": 0.0, + "FN": 38211, + "FP": 1075, + "IoU": 0.0, + "TN": 67028066, + "TP": 0, + "n_pred": 1075, + "n_ref": 38211 + }, + "14": { + "Dice": 0.17550880542399433, + "FN": 61135, + "FP": 73605, + "IoU": 0.09619602766281417, + "TN": 66918271, + "TP": 14341, + "n_pred": 87946, + "n_ref": 75476 + }, + "15": { + "Dice": 0.2263469246931671, + "FN": 16765, + "FP": 83020, + "IoU": 0.127616233323425, + "TN": 66952970, + "TP": 14597, + "n_pred": 97617, + "n_ref": 31362 + }, + "2": { + "Dice": 0.0540666136426599, + "FN": 139988, + "FP": 71710, + "IoU": 0.027784411337876812, + "TN": 66849604, + "TP": 6050, + "n_pred": 77760, + "n_ref": 146038 + }, + "3": { + "Dice": 0.5660882770645556, + "FN": 79853, + "FP": 43581, + "IoU": 0.3947860025202132, + "TN": 66863401, + "TP": 80517, + "n_pred": 124098, + "n_ref": 160370 + }, + "4": { + "Dice": 0.0, + "FN": 13039, + "FP": 57, + "IoU": 0.0, + "TN": 67054256, + "TP": 0, + "n_pred": 57, + "n_ref": 13039 + }, + "5": { + "Dice": 0.16521483801507292, + "FN": 8077, + "FP": 452, + "IoU": 0.09004587645364344, + "TN": 67057979, + "TP": 844, + "n_pred": 1296, + "n_ref": 8921 + }, + "6": { + "Dice": 0.5761076920524858, + "FN": 593649, + "FP": 121849, + "IoU": 0.4046006069678983, + "TN": 65865641, + "TP": 486213, + "n_pred": 608062, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.003982340650205576, + "FN": 350901, + "FP": 3753, + "IoU": 0.001995142994628028, + "TN": 66711989, + "TP": 709, + "n_pred": 4462, + "n_ref": 351610 + }, + "8": { + "Dice": 0.502719078712154, + "FN": 45640, + "FP": 33641, + "IoU": 0.3357546814125927, + "TN": 66947997, + "TP": 40074, + "n_pred": 73715, + "n_ref": 85714 + }, + "9": { + "Dice": 0.2846999800362819, + "FN": 60944, + "FP": 21465, + "IoU": 0.16597678349138237, + "TN": 66968543, + "TP": 16400, + "n_pred": 37865, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5271176647575533, + "FN": 81233, + "FP": 96366, + "IoU": 0.3578817208577534, + "TN": 74242697, + "TP": 98984, + "n_pred": 195350, + "n_ref": 180217 + }, + "10": { + "Dice": 0.07778212167054784, + "FN": 53861, + "FP": 394, + "IoU": 0.04046477901773871, + "TN": 74462737, + "TP": 2288, + "n_pred": 2682, + "n_ref": 56149 + }, + "11": { + "Dice": 0.0, + "FN": 3387, + "FP": 486, + "IoU": 0.0, + "TN": 74515407, + "TP": 0, + "n_pred": 486, + "n_ref": 3387 + }, + "12": { + "Dice": 0.0, + "FN": 2201, + "FP": 165, + "IoU": 0.0, + "TN": 74516914, + "TP": 0, + "n_pred": 165, + "n_ref": 2201 + }, + "13": { + "Dice": 0.0, + "FN": 42890, + "FP": 19663, + "IoU": 0.0, + "TN": 74456727, + "TP": 0, + "n_pred": 19663, + "n_ref": 42890 + }, + "14": { + "Dice": 0.13580620472384886, + "FN": 24295, + "FP": 72811, + "IoU": 0.07284983195844791, + "TN": 74414544, + "TP": 7630, + "n_pred": 80441, + "n_ref": 31925 + }, + "15": { + "Dice": 0.2038958730943679, + "FN": 17165, + "FP": 85866, + "IoU": 0.11352118735211873, + "TN": 74403055, + "TP": 13194, + "n_pred": 99060, + "n_ref": 30359 + }, + "2": { + "Dice": 0.13673070384223054, + "FN": 124823, + "FP": 78287, + "IoU": 0.0733821483154269, + "TN": 74300085, + "TP": 16085, + "n_pred": 94372, + "n_ref": 140908 + }, + "3": { + "Dice": 0.31056432370730314, + "FN": 116463, + "FP": 57483, + "IoU": 0.18382725549445394, + "TN": 74306156, + "TP": 39178, + "n_pred": 96661, + "n_ref": 155641 + }, + "4": { + "Dice": 0.0, + "FN": 13278, + "FP": 675, + "IoU": 0.0, + "TN": 74505327, + "TP": 0, + "n_pred": 675, + "n_ref": 13278 + }, + "5": { + "Dice": 0.25415735914619014, + "FN": 8618, + "FP": 397, + "IoU": 0.1455786181404606, + "TN": 74508729, + "TP": 1536, + "n_pred": 1933, + "n_ref": 10154 + }, + "6": { + "Dice": 0.540456158700762, + "FN": 986396, + "FP": 67185, + "IoU": 0.3702911439917185, + "TN": 72846156, + "TP": 619543, + "n_pred": 686728, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.0, + "FN": 167191, + "FP": 3472, + "IoU": 0.0, + "TN": 74348617, + "TP": 0, + "n_pred": 3472, + "n_ref": 167191 + }, + "8": { + "Dice": 0.5169956886771047, + "FN": 35899, + "FP": 17316, + "IoU": 0.3486137462513006, + "TN": 74437585, + "TP": 28480, + "n_pred": 45796, + "n_ref": 64379 + }, + "9": { + "Dice": 0.23271747065760656, + "FN": 72138, + "FP": 64492, + "IoU": 0.13168096599936446, + "TN": 74361930, + "TP": 20720, + "n_pred": 85212, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4005959250825199, + "FN": 186257, + "FP": 103022, + "IoU": 0.25046573993703763, + "TN": 65665235, + "TP": 96666, + "n_pred": 199688, + "n_ref": 282923 + }, + "10": { + "Dice": 0.05958777858459476, + "FN": 80866, + "FP": 3315, + "IoU": 0.03070882461311717, + "TN": 65964332, + "TP": 2667, + "n_pred": 5982, + "n_ref": 83533 + }, + "11": { + "Dice": 0.0, + "FN": 3637, + "FP": 1224, + "IoU": 0.0, + "TN": 66046319, + "TP": 0, + "n_pred": 1224, + "n_ref": 3637 + }, + "12": { + "Dice": 0.0, + "FN": 3026, + "FP": 271, + "IoU": 0.0, + "TN": 66047883, + "TP": 0, + "n_pred": 271, + "n_ref": 3026 + }, + "13": { + "Dice": 0.23363101916259033, + "FN": 39817, + "FP": 11414, + "IoU": 0.13226626016260162, + "TN": 65992140, + "TP": 7809, + "n_pred": 19223, + "n_ref": 47626 + }, + "14": { + "Dice": 0.40382901836542745, + "FN": 26038, + "FP": 70308, + "IoU": 0.2529985966490149, + "TN": 65922203, + "TP": 32631, + "n_pred": 102939, + "n_ref": 58669 + }, + "15": { + "Dice": 0.4736604820530605, + "FN": 4109, + "FP": 41422, + "IoU": 0.3103244569662819, + "TN": 65985162, + "TP": 20487, + "n_pred": 61909, + "n_ref": 24596 + }, + "2": { + "Dice": 0.2444192646560488, + "FN": 120868, + "FP": 21834, + "IoU": 0.13922416653094707, + "TN": 65885397, + "TP": 23081, + "n_pred": 44915, + "n_ref": 143949 + }, + "3": { + "Dice": 0.1186101015590503, + "FN": 146351, + "FP": 9343, + "IoU": 0.06304387073478968, + "TN": 65885010, + "TP": 10476, + "n_pred": 19819, + "n_ref": 156827 + }, + "4": { + "Dice": 0.6916199424155175, + "FN": 11272, + "FP": 5008, + "IoU": 0.5286078295112346, + "TN": 66016644, + "TP": 18256, + "n_pred": 23264, + "n_ref": 29528 + }, + "5": { + "Dice": 0.13863950276243095, + "FN": 9176, + "FP": 802, + "IoU": 0.07448288655968834, + "TN": 66040399, + "TP": 803, + "n_pred": 1605, + "n_ref": 9979 + }, + "6": { + "Dice": 0.6975888158244941, + "FN": 237178, + "FP": 444556, + "IoU": 0.5356133487644335, + "TN": 64583149, + "TP": 786297, + "n_pred": 1230853, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.09168217262914809, + "FN": 929526, + "FP": 1874, + "IoU": 0.04804345026502291, + "TN": 65072774, + "TP": 47006, + "n_pred": 48880, + "n_ref": 976532 + }, + "8": { + "Dice": 0.4861848631615802, + "FN": 47971, + "FP": 22471, + "IoU": 0.3211652805751236, + "TN": 65947411, + "TP": 33327, + "n_pred": 55798, + "n_ref": 81298 + }, + "9": { + "Dice": 0.2959122005463292, + "FN": 45603, + "FP": 70901, + "IoU": 0.17364844736356802, + "TN": 65910194, + "TP": 24482, + "n_pred": 95383, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4890758319861683, + "FN": 57894, + "FP": 142165, + "IoU": 0.3236931689490925, + "TN": 113176729, + "TP": 95752, + "n_pred": 237917, + "n_ref": 153646 + }, + "10": { + "Dice": 0.39558620170644293, + "FN": 59540, + "FP": 4711, + "IoU": 0.24656120642142665, + "TN": 113387263, + "TP": 21026, + "n_pred": 25737, + "n_ref": 80566 + }, + "11": { + "Dice": 0.04158790170132325, + "FN": 3153, + "FP": 396, + "IoU": 0.021235521235521235, + "TN": 113468914, + "TP": 77, + "n_pred": 473, + "n_ref": 3230 + }, + "12": { + "Dice": 0.0, + "FN": 4083, + "FP": 879, + "IoU": 0.0, + "TN": 113467578, + "TP": 0, + "n_pred": 879, + "n_ref": 4083 + }, + "13": { + "Dice": 0.03285938662478301, + "FN": 75286, + "FP": 18310, + "IoU": 0.016704137163028175, + "TN": 113377354, + "TP": 1590, + "n_pred": 19900, + "n_ref": 76876 + }, + "14": { + "Dice": 0.5627000867265544, + "FN": 158486, + "FP": 4884, + "IoU": 0.39149803150339507, + "TN": 113204061, + "TP": 105109, + "n_pred": 109993, + "n_ref": 263595 + }, + "15": { + "Dice": 0.19953345039241782, + "FN": 2167, + "FP": 156022, + "IoU": 0.11082319215311542, + "TN": 113294635, + "TP": 19716, + "n_pred": 175738, + "n_ref": 21883 + }, + "2": { + "Dice": 0.013634328990188606, + "FN": 125961, + "FP": 37103, + "IoU": 0.006863957220554111, + "TN": 113308349, + "TP": 1127, + "n_pred": 38230, + "n_ref": 127088 + }, + "3": { + "Dice": 0.27512032865969843, + "FN": 95321, + "FP": 36307, + "IoU": 0.15950117172284764, + "TN": 113315933, + "TP": 24979, + "n_pred": 61286, + "n_ref": 120300 + }, + "4": { + "Dice": 0.5019933554817275, + "FN": 20515, + "FP": 471, + "IoU": 0.3351075626524728, + "TN": 113440977, + "TP": 10577, + "n_pred": 11048, + "n_ref": 31092 + }, + "5": { + "Dice": 0.1399485139246431, + "FN": 30135, + "FP": 2940, + "IoU": 0.07523905385002516, + "TN": 113436774, + "TP": 2691, + "n_pred": 5631, + "n_ref": 32826 + }, + "6": { + "Dice": 0.7711685303566638, + "FN": 377536, + "FP": 77113, + "IoU": 0.6275624846916499, + "TN": 112251801, + "TP": 766090, + "n_pred": 843203, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.09370245376296814, + "FN": 207154, + "FP": 3117, + "IoU": 0.049154159563355504, + "TN": 113251399, + "TP": 10870, + "n_pred": 13987, + "n_ref": 218024 + }, + "8": { + "Dice": 0.25999187687415204, + "FN": 169445, + "FP": 87454, + "IoU": 0.14941992133179705, + "TN": 113170512, + "TP": 45129, + "n_pred": 132583, + "n_ref": 214574 + }, + "9": { + "Dice": 0.1626325905887378, + "FN": 92532, + "FP": 48618, + "IoU": 0.08851391929328348, + "TN": 113317683, + "TP": 13707, + "n_pred": 62325, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3452751109371495, + "FN": 48679, + "FP": 249065, + "IoU": 0.20866013028467548, + "TN": 74820475, + "TP": 78509, + "n_pred": 327574, + "n_ref": 127188 + }, + "10": { + "Dice": 0.1132053711178845, + "FN": 93184, + "FP": 14464, + "IoU": 0.05999877749543744, + "TN": 75082209, + "TP": 6871, + "n_pred": 21335, + "n_ref": 100055 + }, + "11": { + "Dice": 0.06825587377808266, + "FN": 3345, + "FP": 2088, + "IoU": 0.035333806818181816, + "TN": 75191096, + "TP": 199, + "n_pred": 2287, + "n_ref": 3544 + }, + "12": { + "Dice": 0.0, + "FN": 3106, + "FP": 7, + "IoU": 0.0, + "TN": 75193615, + "TP": 0, + "n_pred": 7, + "n_ref": 3106 + }, + "13": { + "Dice": 0.11749944816850029, + "FN": 50203, + "FP": 25760, + "IoU": 0.06241668723771908, + "TN": 75115708, + "TP": 5057, + "n_pred": 30817, + "n_ref": 55260 + }, + "14": { + "Dice": 0.6650374595372808, + "FN": 60533, + "FP": 12523, + "IoU": 0.49816937882524265, + "TN": 75051149, + "TP": 72523, + "n_pred": 85046, + "n_ref": 133056 + }, + "15": { + "Dice": 0.37569569203806896, + "FN": 18290, + "FP": 166235, + "IoU": 0.2312963711273209, + "TN": 74956681, + "TP": 55522, + "n_pred": 221757, + "n_ref": 73812 + }, + "2": { + "Dice": 0.2831572210904792, + "FN": 117331, + "FP": 29406, + "IoU": 0.16492903402041909, + "TN": 75021010, + "TP": 28981, + "n_pred": 58387, + "n_ref": 146312 + }, + "3": { + "Dice": 0.27628359850910467, + "FN": 113862, + "FP": 62444, + "IoU": 0.16028367443167477, + "TN": 74986769, + "TP": 33653, + "n_pred": 96097, + "n_ref": 147515 + }, + "4": { + "Dice": 0.428606438676618, + "FN": 15344, + "FP": 10303, + "IoU": 0.27275562865082514, + "TN": 75161462, + "TP": 9619, + "n_pred": 19922, + "n_ref": 24963 + }, + "5": { + "Dice": 0.08647036898993664, + "FN": 7353, + "FP": 0, + "IoU": 0.04518893650175302, + "TN": 75189027, + "TP": 348, + "n_pred": 348, + "n_ref": 7701 + }, + "6": { + "Dice": 0.7749606044688674, + "FN": 259200, + "FP": 320028, + "IoU": 0.6326005574154394, + "TN": 73620166, + "TP": 997334, + "n_pred": 1317362, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.3719743033758409, + "FN": 115017, + "FP": 9236, + "IoU": 0.22848183793852841, + "TN": 75035678, + "TP": 36797, + "n_pred": 46033, + "n_ref": 151814 + }, + "8": { + "Dice": 0.38561247120125747, + "FN": 48921, + "FP": 65215, + "IoU": 0.23885991704122597, + "TN": 75046774, + "TP": 35818, + "n_pred": 101033, + "n_ref": 84739 + }, + "9": { + "Dice": 0.11483336661081836, + "FN": 70619, + "FP": 31346, + "IoU": 0.06091417309056079, + "TN": 75088149, + "TP": 6614, + "n_pred": 37960, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4758422089988124, + "FN": 139921, + "FP": 27354, + "IoU": 0.3122000962159184, + "TN": 86684669, + "TP": 75928, + "n_pred": 103282, + "n_ref": 215849 + }, + "10": { + "Dice": 0.2530226700251889, + "FN": 58783, + "FP": 527, + "IoU": 0.14483454689640257, + "TN": 86858517, + "TP": 10045, + "n_pred": 10572, + "n_ref": 68828 + }, + "11": { + "Dice": 0.005458267000227428, + "FN": 2578, + "FP": 1795, + "IoU": 0.0027366020524515395, + "TN": 86923487, + "TP": 12, + "n_pred": 1807, + "n_ref": 2590 + }, + "12": { + "Dice": 0.0, + "FN": 4915, + "FP": 16, + "IoU": 0.0, + "TN": 86922941, + "TP": 0, + "n_pred": 16, + "n_ref": 4915 + }, + "13": { + "Dice": 0.12854109290529575, + "FN": 48430, + "FP": 45549, + "IoU": 0.06868496680210089, + "TN": 86826962, + "TP": 6931, + "n_pred": 52480, + "n_ref": 55361 + }, + "14": { + "Dice": 0.3640663510259905, + "FN": 44946, + "FP": 88967, + "IoU": 0.22254347005718597, + "TN": 86755627, + "TP": 38332, + "n_pred": 127299, + "n_ref": 83278 + }, + "15": { + "Dice": 0.4588275516137324, + "FN": 70723, + "FP": 146134, + "IoU": 0.29771331046967653, + "TN": 86619085, + "TP": 91930, + "n_pred": 238064, + "n_ref": 162653 + }, + "2": { + "Dice": 0.3862598665360371, + "FN": 82428, + "FP": 50378, + "IoU": 0.2393569190765019, + "TN": 86753275, + "TP": 41791, + "n_pred": 92169, + "n_ref": 124219 + }, + "3": { + "Dice": 0.021800835338938236, + "FN": 168331, + "FP": 12943, + "IoU": 0.011020546226281274, + "TN": 86744578, + "TP": 2020, + "n_pred": 14963, + "n_ref": 170351 + }, + "4": { + "Dice": 0.36853708466747154, + "FN": 9501, + "FP": 14559, + "IoU": 0.22589363276599853, + "TN": 86896791, + "TP": 7021, + "n_pred": 21580, + "n_ref": 16522 + }, + "5": { + "Dice": 0.0, + "FN": 5473, + "FP": 8, + "IoU": 0.0, + "TN": 86922391, + "TP": 0, + "n_pred": 8, + "n_ref": 5473 + }, + "6": { + "Dice": 0.8155893764639028, + "FN": 190456, + "FP": 254461, + "IoU": 0.6886035638796736, + "TN": 85499092, + "TP": 983863, + "n_pred": 1238324, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.05010400051526667, + "FN": 996758, + "FP": 6108, + "IoU": 0.02569572968430461, + "TN": 85898557, + "TP": 26449, + "n_pred": 32557, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.6180740254718861, + "FN": 28012, + "FP": 4585, + "IoU": 0.4472555237142421, + "TN": 86868899, + "TP": 26376, + "n_pred": 30961, + "n_ref": 54388 + }, + "9": { + "Dice": 0.31748361609779313, + "FN": 23074, + "FP": 95963, + "IoU": 0.18869570551310974, + "TN": 86781149, + "TP": 27686, + "n_pred": 123649, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.21372481589963122, + "FN": 43405, + "FP": 288124, + "IoU": 0.11964831499759683, + "TN": 37373013, + "TP": 45058, + "n_pred": 333182, + "n_ref": 88463 + }, + "10": { + "Dice": 2.475737769855417e-05, + "FN": 59243, + "FP": 21539, + "IoU": 1.2378842083111546e-05, + "TN": 37668817, + "TP": 1, + "n_pred": 21540, + "n_ref": 59244 + }, + "11": { + "Dice": 0.0, + "FN": 2588, + "FP": 1345, + "IoU": 0.0, + "TN": 37745667, + "TP": 0, + "n_pred": 1345, + "n_ref": 2588 + }, + "12": { + "Dice": 0.0, + "FN": 2917, + "FP": 102, + "IoU": 0.0, + "TN": 37746581, + "TP": 0, + "n_pred": 102, + "n_ref": 2917 + }, + "13": { + "Dice": 0.0, + "FN": 44885, + "FP": 7100, + "IoU": 0.0, + "TN": 37697615, + "TP": 0, + "n_pred": 7100, + "n_ref": 44885 + }, + "14": { + "Dice": 0.27679697351828497, + "FN": 58569, + "FP": 159361, + "IoU": 0.1606293450420783, + "TN": 37489965, + "TP": 41705, + "n_pred": 201066, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 165288, + "IoU": 0.0, + "TN": 37584312, + "TP": 0, + "n_pred": 165288, + "n_ref": 0 + }, + "2": { + "Dice": 0.00039396378958907863, + "FN": 100209, + "FP": 16507, + "IoU": 0.0001970207043061873, + "TN": 37632861, + "TP": 23, + "n_pred": 16530, + "n_ref": 100232 + }, + "3": { + "Dice": 0.01879796762233174, + "FN": 87467, + "FP": 41147, + "IoU": 0.009488162900666943, + "TN": 37619754, + "TP": 1232, + "n_pred": 42379, + "n_ref": 88699 + }, + "4": { + "Dice": 0.0, + "FN": 11694, + "FP": 0, + "IoU": 0.0, + "TN": 37737906, + "TP": 0, + "n_pred": 0, + "n_ref": 11694 + }, + "5": { + "Dice": 0.03384856192525924, + "FN": 9876, + "FP": 0, + "IoU": 0.017215643347596777, + "TN": 37739551, + "TP": 173, + "n_pred": 173, + "n_ref": 10049 + }, + "6": { + "Dice": 0.38109403070431586, + "FN": 553937, + "FP": 58593, + "IoU": 0.23540220243311188, + "TN": 36948486, + "TP": 188584, + "n_pred": 247177, + "n_ref": 742521 + }, + "7": { + "Dice": 0.010667664541385414, + "FN": 343436, + "FP": 263, + "IoU": 0.005362434597397787, + "TN": 37404048, + "TP": 1853, + "n_pred": 2116, + "n_ref": 345289 + }, + "8": { + "Dice": 0.5740267258430218, + "FN": 42389, + "FP": 10591, + "IoU": 0.4025508305423052, + "TN": 37660923, + "TP": 35697, + "n_pred": 46288, + "n_ref": 78086 + }, + "9": { + "Dice": 0.005757860884463606, + "FN": 54566, + "FP": 16231, + "IoU": 0.002887242612884144, + "TN": 37678598, + "TP": 205, + "n_pred": 16436, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.42083629826598257, + "FN": 108131, + "FP": 139297, + "IoU": 0.26649314305026056, + "TN": 75569366, + "TP": 89894, + "n_pred": 229191, + "n_ref": 198025 + }, + "10": { + "Dice": 0.3596347678558308, + "FN": 87190, + "FP": 8681, + "IoU": 0.21924066714443938, + "TN": 75783896, + "TP": 26921, + "n_pred": 35602, + "n_ref": 114111 + }, + "11": { + "Dice": 0.43040293040293043, + "FN": 2462, + "FP": 2514, + "IoU": 0.2742123687281214, + "TN": 75899832, + "TP": 1880, + "n_pred": 4394, + "n_ref": 4342 + }, + "12": { + "Dice": 0.0, + "FN": 4584, + "FP": 3, + "IoU": 0.0, + "TN": 75902101, + "TP": 0, + "n_pred": 3, + "n_ref": 4584 + }, + "13": { + "Dice": 0.10512824894478716, + "FN": 38425, + "FP": 13942, + "IoU": 0.055480403297079886, + "TN": 75851245, + "TP": 3076, + "n_pred": 17018, + "n_ref": 41501 + }, + "14": { + "Dice": 0.4632213742275774, + "FN": 45869, + "FP": 134465, + "IoU": 0.30142361850897753, + "TN": 75648543, + "TP": 77811, + "n_pred": 212276, + "n_ref": 123680 + }, + "15": { + "Dice": 0.443010681074601, + "FN": 80841, + "FP": 186779, + "IoU": 0.28453032765848235, + "TN": 75532640, + "TP": 106428, + "n_pred": 293207, + "n_ref": 187269 + }, + "2": { + "Dice": 0.238750746461618, + "FN": 153932, + "FP": 93372, + "IoU": 0.1355576139958404, + "TN": 75620603, + "TP": 38781, + "n_pred": 132153, + "n_ref": 192713 + }, + "3": { + "Dice": 0.017522143686205555, + "FN": 248964, + "FP": 5821, + "IoU": 0.008838506634715257, + "TN": 75649631, + "TP": 2272, + "n_pred": 8093, + "n_ref": 251236 + }, + "4": { + "Dice": 0.540683200239433, + "FN": 10305, + "FP": 23458, + "IoU": 0.3705043348559709, + "TN": 75853053, + "TP": 19872, + "n_pred": 43330, + "n_ref": 30177 + }, + "5": { + "Dice": 0.5442397246406155, + "FN": 5597, + "FP": 1156, + "IoU": 0.37385257301808067, + "TN": 75895903, + "TP": 4032, + "n_pred": 5188, + "n_ref": 9629 + }, + "6": { + "Dice": 0.7911579267211911, + "FN": 379027, + "FP": 322036, + "IoU": 0.6544758361820497, + "TN": 73877704, + "TP": 1327921, + "n_pred": 1649957, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.19648975729342313, + "FN": 242796, + "FP": 10235, + "IoU": 0.1089485119854632, + "TN": 75622719, + "TP": 30938, + "n_pred": 41173, + "n_ref": 273734 + }, + "8": { + "Dice": 0.34275132848397694, + "FN": 56949, + "FP": 76506, + "IoU": 0.20681949207443553, + "TN": 75738435, + "TP": 34798, + "n_pred": 111304, + "n_ref": 91747 + }, + "9": { + "Dice": 0.5342623637887678, + "FN": 31855, + "FP": 48155, + "IoU": 0.3645006791050111, + "TN": 75780787, + "TP": 45891, + "n_pred": 94046, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4338706107254251, + "FN": 41145, + "FP": 99524, + "IoU": 0.27703369446785764, + "TN": 61193178, + "TP": 53903, + "n_pred": 153427, + "n_ref": 95048 + }, + "10": { + "Dice": 0.24676077696750742, + "FN": 66988, + "FP": 564, + "IoU": 0.1407456402559243, + "TN": 61309133, + "TP": 11065, + "n_pred": 11629, + "n_ref": 78053 + }, + "11": { + "Dice": 0.5352605198741112, + "FN": 1046, + "FP": 2941, + "IoU": 0.3654305268183988, + "TN": 61381467, + "TP": 2296, + "n_pred": 5237, + "n_ref": 3342 + }, + "12": { + "Dice": 0.0, + "FN": 3369, + "FP": 308, + "IoU": 0.0, + "TN": 61384073, + "TP": 0, + "n_pred": 308, + "n_ref": 3369 + }, + "13": { + "Dice": 0.0, + "FN": 39455, + "FP": 3790, + "IoU": 0.0, + "TN": 61344505, + "TP": 0, + "n_pred": 3790, + "n_ref": 39455 + }, + "14": { + "Dice": 0.4336470863275314, + "FN": 27507, + "FP": 74240, + "IoU": 0.27685145700071073, + "TN": 61247050, + "TP": 38953, + "n_pred": 113193, + "n_ref": 66460 + }, + "15": { + "Dice": 0.27693228409287773, + "FN": 16355, + "FP": 121380, + "IoU": 0.16072048796241567, + "TN": 61223639, + "TP": 26376, + "n_pred": 147756, + "n_ref": 42731 + }, + "2": { + "Dice": 0.12114763788478153, + "FN": 119842, + "FP": 73444, + "IoU": 0.0644795942073879, + "TN": 61181142, + "TP": 13322, + "n_pred": 86766, + "n_ref": 133164 + }, + "3": { + "Dice": 0.3857184116650665, + "FN": 84206, + "FP": 73184, + "IoU": 0.23894121970561497, + "TN": 61180946, + "TP": 49414, + "n_pred": 122598, + "n_ref": 133620 + }, + "4": { + "Dice": 0.344696149348118, + "FN": 14997, + "FP": 132, + "IoU": 0.20823738748168308, + "TN": 61368642, + "TP": 3979, + "n_pred": 4111, + "n_ref": 18976 + }, + "5": { + "Dice": 0.12983688338967475, + "FN": 25717, + "FP": 796, + "IoU": 0.06942543259274858, + "TN": 61359259, + "TP": 1978, + "n_pred": 2774, + "n_ref": 27695 + }, + "6": { + "Dice": 0.6771349528531307, + "FN": 430144, + "FP": 108217, + "IoU": 0.5118700160031916, + "TN": 60284845, + "TP": 564544, + "n_pred": 672761, + "n_ref": 994688 + }, + "7": { + "Dice": 0.00963490776072768, + "FN": 179250, + "FP": 2687, + "IoU": 0.004840774086269705, + "TN": 61204928, + "TP": 885, + "n_pred": 3572, + "n_ref": 180135 + }, + "8": { + "Dice": 0.24789933333726993, + "FN": 204331, + "FP": 50407, + "IoU": 0.14148692369911028, + "TN": 61091030, + "TP": 41982, + "n_pred": 92389, + "n_ref": 246313 + }, + "9": { + "Dice": 0.3460583082755916, + "FN": 53247, + "FP": 46793, + "IoU": 0.2092324717413643, + "TN": 61261240, + "TP": 26470, + "n_pred": 73263, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5923905997648843, + "FN": 50717, + "FP": 134784, + "IoU": 0.42084870963914855, + "TN": 39428502, + "TP": 134797, + "n_pred": 269581, + "n_ref": 185514 + }, + "10": { + "Dice": 0.17048920441817586, + "FN": 46885, + "FP": 1254, + "IoU": 0.09318841125720528, + "TN": 39695714, + "TP": 4947, + "n_pred": 6201, + "n_ref": 51832 + }, + "11": { + "Dice": 0.11824929613514205, + "FN": 2800, + "FP": 645, + "IoU": 0.06284004352557128, + "TN": 39745124, + "TP": 231, + "n_pred": 876, + "n_ref": 3031 + }, + "12": { + "Dice": 0.0, + "FN": 3460, + "FP": 133, + "IoU": 0.0, + "TN": 39745207, + "TP": 0, + "n_pred": 133, + "n_ref": 3460 + }, + "13": { + "Dice": 0.0, + "FN": 43811, + "FP": 2502, + "IoU": 0.0, + "TN": 39702487, + "TP": 0, + "n_pred": 2502, + "n_ref": 43811 + }, + "14": { + "Dice": 0.2551419281774011, + "FN": 22857, + "FP": 38310, + "IoU": 0.14622503245257737, + "TN": 39677157, + "TP": 10476, + "n_pred": 48786, + "n_ref": 33333 + }, + "15": { + "Dice": 0.3705235527503033, + "FN": 8804, + "FP": 137001, + "IoU": 0.22738809964126178, + "TN": 39560083, + "TP": 42912, + "n_pred": 179913, + "n_ref": 51716 + }, + "2": { + "Dice": 0.16666078880855817, + "FN": 103670, + "FP": 38106, + "IoU": 0.09090559335184319, + "TN": 39592847, + "TP": 14177, + "n_pred": 52283, + "n_ref": 117847 + }, + "3": { + "Dice": 0.3627823213241369, + "FN": 95195, + "FP": 42091, + "IoU": 0.22158465917467085, + "TN": 39572434, + "TP": 39080, + "n_pred": 81171, + "n_ref": 134275 + }, + "4": { + "Dice": 0.012538136832866637, + "FN": 23623, + "FP": 4, + "IoU": 0.006308617571602809, + "TN": 39725023, + "TP": 150, + "n_pred": 154, + "n_ref": 23773 + }, + "5": { + "Dice": 0.5163636363636364, + "FN": 4252, + "FP": 4, + "IoU": 0.3480392156862745, + "TN": 39742272, + "TP": 2272, + "n_pred": 2276, + "n_ref": 6524 + }, + "6": { + "Dice": 0.7078447570592962, + "FN": 396293, + "FP": 42594, + "IoU": 0.5478016367819503, + "TN": 38778237, + "TP": 531676, + "n_pred": 574270, + "n_ref": 927969 + }, + "7": { + "Dice": 0.052219550344211184, + "FN": 712449, + "FP": 153, + "IoU": 0.02680977229925447, + "TN": 39016567, + "TP": 19631, + "n_pred": 19784, + "n_ref": 732080 + }, + "8": { + "Dice": 0.1551075528118067, + "FN": 39886, + "FP": 65222, + "IoU": 0.08407403534455715, + "TN": 39634044, + "TP": 9648, + "n_pred": 74870, + "n_ref": 49534 + }, + "9": { + "Dice": 0.06540084388185655, + "FN": 39707, + "FP": 15225, + "IoU": 0.03380588876772083, + "TN": 39691946, + "TP": 1922, + "n_pred": 17147, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.277253120321684, + "FN": 32970, + "FP": 300629, + "IoU": 0.16093665505489393, + "TN": 100999023, + "TP": 63986, + "n_pred": 364615, + "n_ref": 96956 + }, + "10": { + "Dice": 0.3309703954294698, + "FN": 58813, + "FP": 36509, + "IoU": 0.19830109335576115, + "TN": 101277708, + "TP": 23578, + "n_pred": 60087, + "n_ref": 82391 + }, + "11": { + "Dice": 0.04985337243401759, + "FN": 5359, + "FP": 1121, + "IoU": 0.02556390977443609, + "TN": 101389958, + "TP": 170, + "n_pred": 1291, + "n_ref": 5529 + }, + "12": { + "Dice": 0.0, + "FN": 5225, + "FP": 24, + "IoU": 0.0, + "TN": 101391359, + "TP": 0, + "n_pred": 24, + "n_ref": 5225 + }, + "13": { + "Dice": 0.048366532545162516, + "FN": 47024, + "FP": 67920, + "IoU": 0.024782590251558986, + "TN": 101278743, + "TP": 2921, + "n_pred": 70841, + "n_ref": 49945 + }, + "14": { + "Dice": 0.3748000015802344, + "FN": 128125, + "FP": 30130, + "IoU": 0.23061777131716993, + "TN": 101190917, + "TP": 47436, + "n_pred": 77566, + "n_ref": 175561 + }, + "15": { + "Dice": 0.380886453986274, + "FN": 7616, + "FP": 54990, + "IoU": 0.23524381901690608, + "TN": 101314744, + "TP": 19258, + "n_pred": 74248, + "n_ref": 26874 + }, + "2": { + "Dice": 0.04178118470386574, + "FN": 176730, + "FP": 53025, + "IoU": 0.021336320730606054, + "TN": 101161844, + "TP": 5009, + "n_pred": 58034, + "n_ref": 181739 + }, + "3": { + "Dice": 0.022717542131136546, + "FN": 164974, + "FP": 24481, + "IoU": 0.01148927511126648, + "TN": 101204951, + "TP": 2202, + "n_pred": 26683, + "n_ref": 167176 + }, + "4": { + "Dice": 0.18107888316616969, + "FN": 5136, + "FP": 40179, + "IoU": 0.09955290611028315, + "TN": 101346283, + "TP": 5010, + "n_pred": 45189, + "n_ref": 10146 + }, + "5": { + "Dice": 0.21668472372697725, + "FN": 33616, + "FP": 1811, + "IoU": 0.12150668286755771, + "TN": 101356281, + "TP": 4900, + "n_pred": 6711, + "n_ref": 38516 + }, + "6": { + "Dice": 0.6214576617153372, + "FN": 399279, + "FP": 1344326, + "IoU": 0.45080781667440456, + "TN": 98221754, + "TP": 1431249, + "n_pred": 2775575, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.13055975265388245, + "FN": 427406, + "FP": 20274, + "IoU": 0.06983895464924693, + "TN": 100915315, + "TP": 33613, + "n_pred": 53887, + "n_ref": 461019 + }, + "8": { + "Dice": 0.2204495749773046, + "FN": 212980, + "FP": 89286, + "IoU": 0.12387936406718743, + "TN": 101051603, + "TP": 42739, + "n_pred": 132025, + "n_ref": 255719 + }, + "9": { + "Dice": 0.385931191685823, + "FN": 46662, + "FP": 80492, + "IoU": 0.23910454727695962, + "TN": 101229497, + "TP": 39957, + "n_pred": 120449, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.06393496579249257, + "FN": 206991, + "FP": 85944, + "IoU": 0.033023149875057355, + "TN": 73580565, + "TP": 10004, + "n_pred": 95948, + "n_ref": 216995 + }, + "10": { + "Dice": 0.012404246218454719, + "FN": 75203, + "FP": 26389, + "IoU": 0.006240829502103101, + "TN": 73781274, + "TP": 638, + "n_pred": 27027, + "n_ref": 75841 + }, + "11": { + "Dice": 0.059126223388154577, + "FN": 5966, + "FP": 3359, + "IoU": 0.030463713869827408, + "TN": 73873886, + "TP": 293, + "n_pred": 3652, + "n_ref": 6259 + }, + "12": { + "Dice": 0.0, + "FN": 5541, + "FP": 32, + "IoU": 0.0, + "TN": 73877931, + "TP": 0, + "n_pred": 32, + "n_ref": 5541 + }, + "13": { + "Dice": 0.0, + "FN": 61239, + "FP": 39034, + "IoU": 0.0, + "TN": 73783231, + "TP": 0, + "n_pred": 39034, + "n_ref": 61239 + }, + "14": { + "Dice": 0.4703219447066616, + "FN": 56052, + "FP": 45509, + "IoU": 0.30746466099787934, + "TN": 73736853, + "TP": 45090, + "n_pred": 90599, + "n_ref": 101142 + }, + "15": { + "Dice": 0.6145986904508941, + "FN": 81895, + "FP": 94038, + "IoU": 0.44362502490409944, + "TN": 73567291, + "TP": 140280, + "n_pred": 234318, + "n_ref": 222175 + }, + "2": { + "Dice": 0.040374389201630355, + "FN": 183279, + "FP": 186126, + "IoU": 0.020603113665768766, + "TN": 73506328, + "TP": 7771, + "n_pred": 193897, + "n_ref": 191050 + }, + "3": { + "Dice": 0.00973379694444303, + "FN": 186575, + "FP": 7942, + "IoU": 0.004890701017531833, + "TN": 73688031, + "TP": 956, + "n_pred": 8898, + "n_ref": 187531 + }, + "4": { + "Dice": 0.0, + "FN": 47888, + "FP": 9202, + "IoU": 0.0, + "TN": 73826414, + "TP": 0, + "n_pred": 9202, + "n_ref": 47888 + }, + "5": { + "Dice": 0.0, + "FN": 15128, + "FP": 0, + "IoU": 0.0, + "TN": 73868376, + "TP": 0, + "n_pred": 0, + "n_ref": 15128 + }, + "6": { + "Dice": 0.30556146742527257, + "FN": 1179443, + "FP": 1192700, + "IoU": 0.18033198699805703, + "TN": 70989475, + "TP": 521886, + "n_pred": 1714586, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.008824875358269708, + "FN": 171683, + "FP": 34080, + "IoU": 0.004431993574577001, + "TN": 73676825, + "TP": 916, + "n_pred": 34996, + "n_ref": 172599 + }, + "8": { + "Dice": 0.153442295071721, + "FN": 72082, + "FP": 9185, + "IoU": 0.08309639859193067, + "TN": 73794872, + "TP": 7365, + "n_pred": 16550, + "n_ref": 79447 + }, + "9": { + "Dice": 0.3864195341593357, + "FN": 40062, + "FP": 119102, + "IoU": 0.23947955639015114, + "TN": 73674221, + "TP": 50119, + "n_pred": 169221, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4955227113791179, + "FN": 82118, + "FP": 132133, + "IoU": 0.3293653650520385, + "TN": 69176301, + "TP": 105224, + "n_pred": 237357, + "n_ref": 187342 + }, + "10": { + "Dice": 0.08533747090768037, + "FN": 63348, + "FP": 25077, + "IoU": 0.04457050243111831, + "TN": 69403226, + "TP": 4125, + "n_pred": 29202, + "n_ref": 67473 + }, + "11": { + "Dice": 0.30007782101167313, + "FN": 2497, + "FP": 2000, + "IoU": 0.17652444607214796, + "TN": 69490315, + "TP": 964, + "n_pred": 2964, + "n_ref": 3461 + }, + "12": { + "Dice": 0.0, + "FN": 3152, + "FP": 15, + "IoU": 0.0, + "TN": 69492609, + "TP": 0, + "n_pred": 15, + "n_ref": 3152 + }, + "13": { + "Dice": 0.5127673907240998, + "FN": 37475, + "FP": 39193, + "IoU": 0.34477955064053806, + "TN": 69378765, + "TP": 40343, + "n_pred": 79536, + "n_ref": 77818 + }, + "14": { + "Dice": 0.41664343056428355, + "FN": 100978, + "FP": 39195, + "IoU": 0.2631393576197235, + "TN": 69305546, + "TP": 50057, + "n_pred": 89252, + "n_ref": 151035 + }, + "15": { + "Dice": 0.46458690351151977, + "FN": 18358, + "FP": 155980, + "IoU": 0.3025810477805869, + "TN": 69245800, + "TP": 75638, + "n_pred": 231618, + "n_ref": 93996 + }, + "2": { + "Dice": 0.2239827922662527, + "FN": 127137, + "FP": 32326, + "IoU": 0.12611521515158158, + "TN": 69313300, + "TP": 23013, + "n_pred": 55339, + "n_ref": 150150 + }, + "3": { + "Dice": 0.21642911832263384, + "FN": 143171, + "FP": 69697, + "IoU": 0.12134595857445948, + "TN": 69253510, + "TP": 29398, + "n_pred": 99095, + "n_ref": 172569 + }, + "4": { + "Dice": 0.23213156230234028, + "FN": 31981, + "FP": 2011, + "IoU": 0.13130590339892664, + "TN": 69456646, + "TP": 5138, + "n_pred": 7149, + "n_ref": 37119 + }, + "5": { + "Dice": 0.6079357248572839, + "FN": 10467, + "FP": 659, + "IoU": 0.4367152693398137, + "TN": 69476024, + "TP": 8626, + "n_pred": 9285, + "n_ref": 19093 + }, + "6": { + "Dice": 0.770195560355439, + "FN": 309329, + "FP": 371164, + "IoU": 0.6262748251079997, + "TN": 67674938, + "TP": 1140345, + "n_pred": 1511509, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.1304841026552342, + "FN": 290963, + "FP": 2616, + "IoU": 0.06979566359428023, + "TN": 69180169, + "TP": 22028, + "n_pred": 24644, + "n_ref": 312991 + }, + "8": { + "Dice": 0.4193274889216517, + "FN": 38485, + "FP": 100546, + "IoU": 0.26528422932817564, + "TN": 69306545, + "TP": 50200, + "n_pred": 150746, + "n_ref": 88685 + }, + "9": { + "Dice": 0.23034130205984063, + "FN": 64283, + "FP": 43216, + "IoU": 0.13016142735768904, + "TN": 69372191, + "TP": 16086, + "n_pred": 59302, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.48851632701417874, + "FN": 54999, + "FP": 253686, + "IoU": 0.3232031782712888, + "TN": 50377455, + "TP": 147412, + "n_pred": 401098, + "n_ref": 202411 + }, + "10": { + "Dice": 0.4184406073877302, + "FN": 52527, + "FP": 12275, + "IoU": 0.2645747035124553, + "TN": 50745437, + "TP": 23313, + "n_pred": 35588, + "n_ref": 75840 + }, + "11": { + "Dice": 0.0, + "FN": 6729, + "FP": 558, + "IoU": 0.0, + "TN": 50826265, + "TP": 0, + "n_pred": 558, + "n_ref": 6729 + }, + "12": { + "Dice": 0.0, + "FN": 6299, + "FP": 249, + "IoU": 0.0, + "TN": 50827004, + "TP": 0, + "n_pred": 249, + "n_ref": 6299 + }, + "13": { + "Dice": 0.19468809850717553, + "FN": 37132, + "FP": 54953, + "IoU": 0.10784180747170981, + "TN": 50730336, + "TP": 11131, + "n_pred": 66084, + "n_ref": 48263 + }, + "14": { + "Dice": 0.1273159786581019, + "FN": 42254, + "FP": 74039, + "IoU": 0.06798583060845034, + "TN": 50708776, + "TP": 8483, + "n_pred": 82522, + "n_ref": 50737 + }, + "15": { + "Dice": 0.1517374059772168, + "FN": 7230, + "FP": 300529, + "IoU": 0.08209732019028587, + "TN": 50498267, + "TP": 27526, + "n_pred": 328055, + "n_ref": 34756 + }, + "2": { + "Dice": 0.1154390675332203, + "FN": 194743, + "FP": 70796, + "IoU": 0.061255152616433224, + "TN": 50550686, + "TP": 17327, + "n_pred": 88123, + "n_ref": 212070 + }, + "3": { + "Dice": 0.1992158260559615, + "FN": 175190, + "FP": 49470, + "IoU": 0.1106272639100572, + "TN": 50580947, + "TP": 27945, + "n_pred": 77415, + "n_ref": 203135 + }, + "4": { + "Dice": 0.3415741549207933, + "FN": 11119, + "FP": 15274, + "IoU": 0.20596287493606907, + "TN": 50800313, + "TP": 6846, + "n_pred": 22120, + "n_ref": 17965 + }, + "5": { + "Dice": 0.12661829563238014, + "FN": 11954, + "FP": 324, + "IoU": 0.06758809234507898, + "TN": 50820384, + "TP": 890, + "n_pred": 1214, + "n_ref": 12844 + }, + "6": { + "Dice": 0.7204569860412953, + "FN": 707295, + "FP": 448250, + "IoU": 0.563058043521581, + "TN": 48188933, + "TP": 1489074, + "n_pred": 1937324, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.2764631735755006, + "FN": 189761, + "FP": 12291, + "IoU": 0.16040456422914226, + "TN": 50592898, + "TP": 38602, + "n_pred": 50893, + "n_ref": 228363 + }, + "8": { + "Dice": 0.23745846047124222, + "FN": 77593, + "FP": 85096, + "IoU": 0.13472502925220722, + "TN": 50645532, + "TP": 25331, + "n_pred": 110427, + "n_ref": 102924 + }, + "9": { + "Dice": 0.3946501051396156, + "FN": 74767, + "FP": 49021, + "IoU": 0.24583432334789415, + "TN": 50669413, + "TP": 40351, + "n_pred": 89372, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.35580047505938245, + "FN": 146419, + "FP": 90888, + "IoU": 0.21639738344543835, + "TN": 76582019, + "TP": 65534, + "n_pred": 156422, + "n_ref": 211953 + }, + "10": { + "Dice": 0.008585526818313753, + "FN": 64678, + "FP": 219, + "IoU": 0.004311270674153856, + "TN": 76819682, + "TP": 281, + "n_pred": 500, + "n_ref": 64959 + }, + "11": { + "Dice": 0.4474169741697417, + "FN": 1904, + "FP": 492, + "IoU": 0.28817587641117054, + "TN": 76881494, + "TP": 970, + "n_pred": 1462, + "n_ref": 2874 + }, + "12": { + "Dice": 0.0, + "FN": 2609, + "FP": 0, + "IoU": 0.0, + "TN": 76882251, + "TP": 0, + "n_pred": 0, + "n_ref": 2609 + }, + "13": { + "Dice": 0.0301258577714866, + "FN": 41804, + "FP": 21232, + "IoU": 0.015293290635007421, + "TN": 76820845, + "TP": 979, + "n_pred": 22211, + "n_ref": 42783 + }, + "14": { + "Dice": 0.24198067782920693, + "FN": 62035, + "FP": 59972, + "IoU": 0.13764392391911281, + "TN": 76743379, + "TP": 19474, + "n_pred": 79446, + "n_ref": 81509 + }, + "15": { + "Dice": 0.10152961515333735, + "FN": 34612, + "FP": 61014, + "IoU": 0.053479693949262094, + "TN": 76783831, + "TP": 5403, + "n_pred": 66417, + "n_ref": 40015 + }, + "2": { + "Dice": 0.5152905259401701, + "FN": 38915, + "FP": 83336, + "IoU": 0.3470648870658484, + "TN": 76697627, + "TP": 64982, + "n_pred": 148318, + "n_ref": 103897 + }, + "3": { + "Dice": 0.12098244909568505, + "FN": 90179, + "FP": 14897, + "IoU": 0.0643860133384384, + "TN": 76772553, + "TP": 7231, + "n_pred": 22128, + "n_ref": 97410 + }, + "4": { + "Dice": 0.4895080496436226, + "FN": 15061, + "FP": 5423, + "IoU": 0.3240719353242039, + "TN": 76854555, + "TP": 9821, + "n_pred": 15244, + "n_ref": 24882 + }, + "5": { + "Dice": 0.5670406552621475, + "FN": 9109, + "FP": 1040, + "IoU": 0.3957130098243525, + "TN": 76868065, + "TP": 6646, + "n_pred": 7686, + "n_ref": 15755 + }, + "6": { + "Dice": 0.7361371142184325, + "FN": 209803, + "FP": 450621, + "IoU": 0.5824501395681133, + "TN": 75303195, + "TP": 921241, + "n_pred": 1371862, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.16133104688963, + "FN": 145821, + "FP": 13615, + "IoU": 0.08774338992166893, + "TN": 76710089, + "TP": 15335, + "n_pred": 28950, + "n_ref": 161156 + }, + "8": { + "Dice": 0.6025399811853246, + "FN": 31190, + "FP": 29650, + "IoU": 0.431167956916863, + "TN": 76777904, + "TP": 46116, + "n_pred": 75766, + "n_ref": 77306 + }, + "9": { + "Dice": 0.414634514016954, + "FN": 50509, + "FP": 65984, + "IoU": 0.2615387541124937, + "TN": 76727109, + "TP": 41258, + "n_pred": 107242, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.19165154264972778, + "FN": 105829, + "FP": 52288, + "IoU": 0.10598153352067442, + "TN": 130823071, + "TP": 18744, + "n_pred": 71032, + "n_ref": 124573 + }, + "10": { + "Dice": 0.0, + "FN": 57563, + "FP": 3024, + "IoU": 0.0, + "TN": 130939345, + "TP": 0, + "n_pred": 3024, + "n_ref": 57563 + }, + "11": { + "Dice": 0.11157079941278526, + "FN": 5150, + "FP": 1507, + "IoU": 0.05908127208480565, + "TN": 130992857, + "TP": 418, + "n_pred": 1925, + "n_ref": 5568 + }, + "12": { + "Dice": 0.0, + "FN": 7302, + "FP": 0, + "IoU": 0.0, + "TN": 130992630, + "TP": 0, + "n_pred": 0, + "n_ref": 7302 + }, + "13": { + "Dice": 0.01721256517257598, + "FN": 77557, + "FP": 20650, + "IoU": 0.008680993670949964, + "TN": 130900865, + "TP": 860, + "n_pred": 21510, + "n_ref": 78417 + }, + "14": { + "Dice": 8.54489770611179e-05, + "FN": 946084, + "FP": 13471, + "IoU": 4.272631399047099e-05, + "TN": 130040336, + "TP": 41, + "n_pred": 13512, + "n_ref": 946125 + }, + "15": { + "Dice": 0.05496360026472535, + "FN": 21988, + "FP": 92248, + "IoU": 0.02825839160244305, + "TN": 130882374, + "TP": 3322, + "n_pred": 95570, + "n_ref": 25310 + }, + "2": { + "Dice": 0.1981453749932723, + "FN": 187562, + "FP": 65711, + "IoU": 0.10996745921859954, + "TN": 130715366, + "TP": 31293, + "n_pred": 97004, + "n_ref": 218855 + }, + "3": { + "Dice": 0.008014952485127992, + "FN": 281821, + "FP": 20170, + "IoU": 0.0040236007268865575, + "TN": 130696721, + "TP": 1220, + "n_pred": 21390, + "n_ref": 283041 + }, + "4": { + "Dice": 0.0, + "FN": 2280, + "FP": 1604, + "IoU": 0.0, + "TN": 130996048, + "TP": 0, + "n_pred": 1604, + "n_ref": 2280 + }, + "5": { + "Dice": 0.3796200568622383, + "FN": 17844, + "FP": 1358, + "IoU": 0.23427842245882682, + "TN": 130974855, + "TP": 5875, + "n_pred": 7233, + "n_ref": 23719 + }, + "6": { + "Dice": 0.6349891539480228, + "FN": 625267, + "FP": 349347, + "IoU": 0.4651898230586247, + "TN": 129177577, + "TP": 847741, + "n_pred": 1197088, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.10895971902495838, + "FN": 192092, + "FP": 3764, + "IoU": 0.05761893076586265, + "TN": 130792101, + "TP": 11975, + "n_pred": 15739, + "n_ref": 204067 + }, + "8": { + "Dice": 0.3329027111068804, + "FN": 89302, + "FP": 57867, + "IoU": 0.19969003208439828, + "TN": 130816042, + "TP": 36721, + "n_pred": 94588, + "n_ref": 126023 + }, + "9": { + "Dice": 0.25496422620797804, + "FN": 31205, + "FP": 120827, + "IoU": 0.14610830908866249, + "TN": 130821886, + "TP": 26014, + "n_pred": 146841, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 57417, + "FP": 5793, + "IoU": 0.0, + "TN": 74363488, + "TP": 0, + "n_pred": 5793, + "n_ref": 57417 + }, + "10": { + "Dice": 0.02214494645793841, + "FN": 77893, + "FP": 0, + "IoU": 0.01119644557283402, + "TN": 74347923, + "TP": 882, + "n_pred": 882, + "n_ref": 78775 + }, + "11": { + "Dice": 0.04102878138395591, + "FN": 2321, + "FP": 811, + "IoU": 0.020944045014066895, + "TN": 74423499, + "TP": 67, + "n_pred": 878, + "n_ref": 2388 + }, + "12": { + "Dice": 0.0, + "FN": 2457, + "FP": 53, + "IoU": 0.0, + "TN": 74424188, + "TP": 0, + "n_pred": 53, + "n_ref": 2457 + }, + "13": { + "Dice": 0.0, + "FN": 103327, + "FP": 7367, + "IoU": 0.0, + "TN": 74316004, + "TP": 0, + "n_pred": 7367, + "n_ref": 103327 + }, + "14": { + "Dice": 0.4063970803975868, + "FN": 120339, + "FP": 27350, + "IoU": 0.2550177810285253, + "TN": 74228453, + "TP": 50556, + "n_pred": 77906, + "n_ref": 170895 + }, + "15": { + "Dice": 0.08615426361847907, + "FN": 15233, + "FP": 132948, + "IoU": 0.04501630511838934, + "TN": 74271532, + "TP": 6985, + "n_pred": 139933, + "n_ref": 22218 + }, + "2": { + "Dice": 0.3934896877836651, + "FN": 62833, + "FP": 109553, + "IoU": 0.2449344301069617, + "TN": 74198392, + "TP": 55920, + "n_pred": 165473, + "n_ref": 118753 + }, + "3": { + "Dice": 0.0, + "FN": 131193, + "FP": 15811, + "IoU": 0.0, + "TN": 74279694, + "TP": 0, + "n_pred": 15811, + "n_ref": 131193 + }, + "4": { + "Dice": 0.00360478453219728, + "FN": 30405, + "FP": 0, + "IoU": 0.0018056467498358503, + "TN": 74396238, + "TP": 55, + "n_pred": 55, + "n_ref": 30460 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 3197, + "IoU": 0.0, + "TN": 74423501, + "TP": 0, + "n_pred": 3197, + "n_ref": 0 + }, + "6": { + "Dice": 0.6631808421066373, + "FN": 379542, + "FP": 136502, + "IoU": 0.49608867301970455, + "TN": 73402621, + "TP": 508033, + "n_pred": 644535, + "n_ref": 887575 + }, + "7": { + "Dice": 0.0005139897465635172, + "FN": 150474, + "FP": 1202, + "IoU": 0.00025706093662459216, + "TN": 74274983, + "TP": 39, + "n_pred": 1241, + "n_ref": 150513 + }, + "8": { + "Dice": 0.2653626570024326, + "FN": 29869, + "FP": 44120, + "IoU": 0.152978752633025, + "TN": 74339346, + "TP": 13363, + "n_pred": 57483, + "n_ref": 43232 + }, + "9": { + "Dice": 0.30893355369550923, + "FN": 16388, + "FP": 61386, + "IoU": 0.18268563862208118, + "TN": 74331540, + "TP": 17384, + "n_pred": 78770, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5479179395443465, + "FN": 53413, + "FP": 90133, + "IoU": 0.37733262772519455, + "TN": 106416154, + "TP": 86988, + "n_pred": 177121, + "n_ref": 140401 + }, + "10": { + "Dice": 0.38295626401956906, + "FN": 61613, + "FP": 59973, + "IoU": 0.23682492656104848, + "TN": 106487372, + "TP": 37730, + "n_pred": 97703, + "n_ref": 99343 + }, + "11": { + "Dice": 0.30011021886317113, + "FN": 3698, + "FP": 747, + "IoU": 0.17654686921081883, + "TN": 106641290, + "TP": 953, + "n_pred": 1700, + "n_ref": 4651 + }, + "12": { + "Dice": 0.0, + "FN": 5470, + "FP": 41, + "IoU": 0.0, + "TN": 106641177, + "TP": 0, + "n_pred": 41, + "n_ref": 5470 + }, + "13": { + "Dice": 0.14234134552389827, + "FN": 31166, + "FP": 86654, + "IoU": 0.07662405855937052, + "TN": 106519091, + "TP": 9777, + "n_pred": 96431, + "n_ref": 40943 + }, + "14": { + "Dice": 0.4419675707941605, + "FN": 27311, + "FP": 81132, + "IoU": 0.28367032836373, + "TN": 106495301, + "TP": 42944, + "n_pred": 124076, + "n_ref": 70255 + }, + "15": { + "Dice": 0.10110231372102829, + "FN": 3902, + "FP": 399019, + "IoU": 0.05324263358240519, + "TN": 106221108, + "TP": 22659, + "n_pred": 421678, + "n_ref": 26561 + }, + "2": { + "Dice": 0.19562319843191514, + "FN": 165465, + "FP": 8944, + "IoU": 0.10841593522035406, + "TN": 106451071, + "TP": 21208, + "n_pred": 30152, + "n_ref": 186673 + }, + "3": { + "Dice": 0.0, + "FN": 150492, + "FP": 15514, + "IoU": 0.0, + "TN": 106480682, + "TP": 0, + "n_pred": 15514, + "n_ref": 150492 + }, + "4": { + "Dice": 0.4352814075522173, + "FN": 1622, + "FP": 20332, + "IoU": 0.2781851060332073, + "TN": 106616273, + "TP": 8461, + "n_pred": 28793, + "n_ref": 10083 + }, + "5": { + "Dice": 0.0, + "FN": 4442, + "FP": 1007, + "IoU": 0.0, + "TN": 106641239, + "TP": 0, + "n_pred": 1007, + "n_ref": 4442 + }, + "6": { + "Dice": 0.8255272004216546, + "FN": 335974, + "FP": 59932, + "IoU": 0.7028917150895552, + "TN": 105314157, + "TP": 936625, + "n_pred": 996557, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.18034605202709733, + "FN": 301314, + "FP": 21619, + "IoU": 0.09911008201751939, + "TN": 106288228, + "TP": 35527, + "n_pred": 57146, + "n_ref": 336841 + }, + "8": { + "Dice": 0.38460558954011337, + "FN": 33276, + "FP": 87545, + "IoU": 0.238087730804157, + "TN": 106488112, + "TP": 37755, + "n_pred": 125300, + "n_ref": 71031 + }, + "9": { + "Dice": 0.30321156926661513, + "FN": 58016, + "FP": 66390, + "IoU": 0.17869733419596762, + "TN": 106495214, + "TP": 27068, + "n_pred": 93458, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.23226424775983953, + "FN": 127359, + "FP": 53680, + "IoU": 0.13139081871569494, + "TN": 107918504, + "TP": 27385, + "n_pred": 81065, + "n_ref": 154744 + }, + "10": { + "Dice": 0.39670781893004115, + "FN": 60415, + "FP": 2623, + "IoU": 0.24743326488706366, + "TN": 108043164, + "TP": 20726, + "n_pred": 23349, + "n_ref": 81141 + }, + "11": { + "Dice": 0.2128813559322034, + "FN": 2252, + "FP": 3553, + "IoU": 0.11911987860394538, + "TN": 108120338, + "TP": 785, + "n_pred": 4338, + "n_ref": 3037 + }, + "12": { + "Dice": 0.0, + "FN": 3974, + "FP": 242, + "IoU": 0.0, + "TN": 108122712, + "TP": 0, + "n_pred": 242, + "n_ref": 3974 + }, + "13": { + "Dice": 0.05442655847070524, + "FN": 74330, + "FP": 33107, + "IoU": 0.02797455871309792, + "TN": 108016399, + "TP": 3092, + "n_pred": 36199, + "n_ref": 77422 + }, + "14": { + "Dice": 0.3039495846028652, + "FN": 23832, + "FP": 49728, + "IoU": 0.1792102297452606, + "TN": 108037307, + "TP": 16061, + "n_pred": 65789, + "n_ref": 39893 + }, + "15": { + "Dice": 0.09700015872176075, + "FN": 18064, + "FP": 152612, + "IoU": 0.050972236895514424, + "TN": 107947085, + "TP": 9167, + "n_pred": 161779, + "n_ref": 27231 + }, + "2": { + "Dice": 0.36978831207866375, + "FN": 130114, + "FP": 75364, + "IoU": 0.22683453616393615, + "TN": 107861166, + "TP": 60284, + "n_pred": 135648, + "n_ref": 190398 + }, + "3": { + "Dice": 0.011907294991342804, + "FN": 198809, + "FP": 38022, + "IoU": 0.0059893057106162224, + "TN": 107888670, + "TP": 1427, + "n_pred": 39449, + "n_ref": 200236 + }, + "4": { + "Dice": 0.47757322635599275, + "FN": 11583, + "FP": 35950, + "IoU": 0.3136920833393494, + "TN": 108057669, + "TP": 21726, + "n_pred": 57676, + "n_ref": 33309 + }, + "5": { + "Dice": 0.0, + "FN": 3877, + "FP": 826, + "IoU": 0.0, + "TN": 108122225, + "TP": 0, + "n_pred": 826, + "n_ref": 3877 + }, + "6": { + "Dice": 0.804763046431711, + "FN": 336442, + "FP": 218119, + "IoU": 0.673308371222252, + "TN": 106429422, + "TP": 1142945, + "n_pred": 1361064, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.18316838632694601, + "FN": 230288, + "FP": 2460, + "IoU": 0.10081748079924588, + "TN": 107868084, + "TP": 26096, + "n_pred": 28556, + "n_ref": 256384 + }, + "8": { + "Dice": 0.3475852397230257, + "FN": 23343, + "FP": 51091, + "IoU": 0.21034987587787232, + "TN": 108032666, + "TP": 19828, + "n_pred": 70919, + "n_ref": 43171 + }, + "9": { + "Dice": 0.4373487376126687, + "FN": 17826, + "FP": 95160, + "IoU": 0.2798760978470089, + "TN": 107970030, + "TP": 43912, + "n_pred": 139072, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 124493, + "FP": 188574, + "IoU": 0.0, + "TN": 62257093, + "TP": 0, + "n_pred": 188574, + "n_ref": 124493 + }, + "10": { + "Dice": 0.04609297725024728, + "FN": 57748, + "FP": 116, + "IoU": 0.023590158955148325, + "TN": 62510898, + "TP": 1398, + "n_pred": 1514, + "n_ref": 59146 + }, + "11": { + "Dice": 0.09068627450980392, + "FN": 1756, + "FP": 4180, + "IoU": 0.04749679075738126, + "TN": 62563928, + "TP": 296, + "n_pred": 4476, + "n_ref": 2052 + }, + "12": { + "Dice": 0.0, + "FN": 4267, + "FP": 14, + "IoU": 0.0, + "TN": 62565879, + "TP": 0, + "n_pred": 14, + "n_ref": 4267 + }, + "13": { + "Dice": 0.1479619321242593, + "FN": 37177, + "FP": 15018, + "IoU": 0.07989140973434167, + "TN": 62513433, + "TP": 4532, + "n_pred": 19550, + "n_ref": 41709 + }, + "14": { + "Dice": 0.5657973159783443, + "FN": 195428, + "FP": 48623, + "IoU": 0.3945030380167668, + "TN": 62167101, + "TP": 159008, + "n_pred": 207631, + "n_ref": 354436 + }, + "15": { + "Dice": 0.412685743172234, + "FN": 29295, + "FP": 147301, + "IoU": 0.25998994301039224, + "TN": 62331520, + "TP": 62044, + "n_pred": 209345, + "n_ref": 91339 + }, + "2": { + "Dice": 0.153995166492698, + "FN": 150636, + "FP": 29294, + "IoU": 0.0834207818405958, + "TN": 62373854, + "TP": 16376, + "n_pred": 45670, + "n_ref": 167012 + }, + "3": { + "Dice": 0.011543289530280287, + "FN": 198853, + "FP": 26355, + "IoU": 0.005805150028915386, + "TN": 62343637, + "TP": 1315, + "n_pred": 27670, + "n_ref": 200168 + }, + "4": { + "Dice": 0.7838041431261771, + "FN": 6832, + "FP": 2352, + "IoU": 0.6444719727469805, + "TN": 62544328, + "TP": 16648, + "n_pred": 19000, + "n_ref": 23480 + }, + "5": { + "Dice": 0.06379129772445968, + "FN": 7840, + "FP": 1993, + "IoU": 0.032946498819826905, + "TN": 62559992, + "TP": 335, + "n_pred": 2328, + "n_ref": 8175 + }, + "6": { + "Dice": 0.7046861671708351, + "FN": 542623, + "FP": 224214, + "IoU": 0.5440273617951659, + "TN": 60888399, + "TP": 914924, + "n_pred": 1139138, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.07871030739333136, + "FN": 179175, + "FP": 13299, + "IoU": 0.04096743333200462, + "TN": 62369464, + "TP": 8222, + "n_pred": 21521, + "n_ref": 187397 + }, + "8": { + "Dice": 0.41425210210069463, + "FN": 48028, + "FP": 14459, + "IoU": 0.26123452703261885, + "TN": 62485577, + "TP": 22096, + "n_pred": 36555, + "n_ref": 70124 + }, + "9": { + "Dice": 0.4024105754276827, + "FN": 12336, + "FP": 98328, + "IoU": 0.2518861036748601, + "TN": 62422236, + "TP": 37260, + "n_pred": 135588, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.24989079718058174, + "FN": 230365, + "FP": 71869, + "IoU": 0.14278583118013938, + "TN": 55028671, + "TP": 50343, + "n_pred": 122212, + "n_ref": 280708 + }, + "10": { + "Dice": 0.21822168244790044, + "FN": 66417, + "FP": 6322, + "IoU": 0.12247409248289923, + "TN": 55298357, + "TP": 10152, + "n_pred": 16474, + "n_ref": 76569 + }, + "11": { + "Dice": 0.19061781803433825, + "FN": 3622, + "FP": 2365, + "IoU": 0.10534967124925283, + "TN": 55374556, + "TP": 705, + "n_pred": 3070, + "n_ref": 4327 + }, + "12": { + "Dice": 0.0, + "FN": 4728, + "FP": 14, + "IoU": 0.0, + "TN": 55376506, + "TP": 0, + "n_pred": 14, + "n_ref": 4728 + }, + "13": { + "Dice": 0.3095107475936362, + "FN": 39356, + "FP": 29869, + "IoU": 0.1830894500826056, + "TN": 55296508, + "TP": 15515, + "n_pred": 45384, + "n_ref": 54871 + }, + "14": { + "Dice": 0.5090842792821358, + "FN": 30964, + "FP": 92896, + "IoU": 0.34145744941036354, + "TN": 55193166, + "TP": 64222, + "n_pred": 157118, + "n_ref": 95186 + }, + "15": { + "Dice": 0.4820152088972649, + "FN": 7549, + "FP": 165057, + "IoU": 0.31753625709721806, + "TN": 55128332, + "TP": 80310, + "n_pred": 245367, + "n_ref": 87859 + }, + "2": { + "Dice": 0.2653466934403389, + "FN": 155659, + "FP": 64222, + "IoU": 0.1529681420701876, + "TN": 55121658, + "TP": 39709, + "n_pred": 103931, + "n_ref": 195368 + }, + "3": { + "Dice": 0.023551122632804605, + "FN": 181477, + "FP": 18530, + "IoU": 0.01191587746209595, + "TN": 55178829, + "TP": 2412, + "n_pred": 20942, + "n_ref": 183889 + }, + "4": { + "Dice": 0.002167804094741068, + "FN": 7382, + "FP": 17474, + "IoU": 0.001085078165816019, + "TN": 55356365, + "TP": 27, + "n_pred": 17501, + "n_ref": 7409 + }, + "5": { + "Dice": 0.0, + "FN": 5640, + "FP": 2270, + "IoU": 0.0, + "TN": 55373338, + "TP": 0, + "n_pred": 2270, + "n_ref": 5640 + }, + "6": { + "Dice": 0.74663424663114, + "FN": 417315, + "FP": 316679, + "IoU": 0.5957034047119115, + "TN": 53565764, + "TP": 1081490, + "n_pred": 1398169, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.06718365481208242, + "FN": 168933, + "FP": 6568, + "IoU": 0.03475946122835096, + "TN": 55199427, + "TP": 6320, + "n_pred": 12888, + "n_ref": 175253 + }, + "8": { + "Dice": 0.5200732224665123, + "FN": 20204, + "FP": 29347, + "IoU": 0.35141821228026543, + "TN": 55304849, + "TP": 26848, + "n_pred": 56195, + "n_ref": 47052 + }, + "9": { + "Dice": 0.5177381554156518, + "FN": 5850, + "FP": 78106, + "IoU": 0.3492892684968455, + "TN": 55252226, + "TP": 45066, + "n_pred": 123172, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4996797123078059, + "FN": 143260, + "FP": 148071, + "IoU": 0.33304869394015707, + "TN": 110709805, + "TP": 145479, + "n_pred": 293550, + "n_ref": 288739 + }, + "10": { + "Dice": 0.39744083207171144, + "FN": 59041, + "FP": 11406, + "IoU": 0.24800384286934243, + "TN": 111052935, + "TP": 23233, + "n_pred": 34639, + "n_ref": 82274 + }, + "11": { + "Dice": 0.48067226890756304, + "FN": 1918, + "FP": 1790, + "IoU": 0.3163716814159292, + "TN": 111141191, + "TP": 1716, + "n_pred": 3506, + "n_ref": 3634 + }, + "12": { + "Dice": 0.0, + "FN": 3104, + "FP": 24, + "IoU": 0.0, + "TN": 111143487, + "TP": 0, + "n_pred": 24, + "n_ref": 3104 + }, + "13": { + "Dice": 0.33031925339617646, + "FN": 43251, + "FP": 35180, + "IoU": 0.19783377994149773, + "TN": 111048841, + "TP": 19343, + "n_pred": 54523, + "n_ref": 62594 + }, + "14": { + "Dice": 0.003181673560292714, + "FN": 40986, + "FP": 40472, + "IoU": 0.0015933715742511153, + "TN": 111065027, + "TP": 130, + "n_pred": 40602, + "n_ref": 41116 + }, + "15": { + "Dice": 0.20190856970428486, + "FN": 3952, + "FP": 165320, + "IoU": 0.11229049107423801, + "TN": 110955931, + "TP": 21412, + "n_pred": 186732, + "n_ref": 25364 + }, + "2": { + "Dice": 0.3958403539584432, + "FN": 105965, + "FP": 46424, + "IoU": 0.24675870318470078, + "TN": 110944304, + "TP": 49922, + "n_pred": 96346, + "n_ref": 155887 + }, + "3": { + "Dice": 0.0, + "FN": 244561, + "FP": 7500, + "IoU": 0.0, + "TN": 110894554, + "TP": 0, + "n_pred": 7500, + "n_ref": 244561 + }, + "4": { + "Dice": 0.3180104080247379, + "FN": 10405, + "FP": 25765, + "IoU": 0.18906799991031994, + "TN": 111102012, + "TP": 8433, + "n_pred": 34198, + "n_ref": 18838 + }, + "5": { + "Dice": 0.0, + "FN": 4767, + "FP": 0, + "IoU": 0.0, + "TN": 111141848, + "TP": 0, + "n_pred": 0, + "n_ref": 4767 + }, + "6": { + "Dice": 0.8415998611757746, + "FN": 265640, + "FP": 238231, + "IoU": 0.7265191301081828, + "TN": 109304179, + "TP": 1338565, + "n_pred": 1576796, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.01902053542366701, + "FN": 374814, + "FP": 26025, + "IoU": 0.009601581320649824, + "TN": 110741890, + "TP": 3886, + "n_pred": 29911, + "n_ref": 378700 + }, + "8": { + "Dice": 0.3501207845362416, + "FN": 38590, + "FP": 117175, + "IoU": 0.21220994922214803, + "TN": 110948891, + "TP": 41959, + "n_pred": 159134, + "n_ref": 80549 + }, + "9": { + "Dice": 0.3255848179135669, + "FN": 33731, + "FP": 57920, + "IoU": 0.19444688593175946, + "TN": 111032841, + "TP": 22123, + "n_pred": 80043, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5058872605919907, + "FN": 62728, + "FP": 209706, + "IoU": 0.33858707395295423, + "TN": 96709128, + "TP": 139463, + "n_pred": 349169, + "n_ref": 202191 + }, + "10": { + "Dice": 0.21263736704152872, + "FN": 61137, + "FP": 37092, + "IoU": 0.11896711004278296, + "TN": 97009532, + "TP": 13264, + "n_pred": 50356, + "n_ref": 74401 + }, + "11": { + "Dice": 0.2129793510324484, + "FN": 3190, + "FP": 2146, + "IoU": 0.11918124793661275, + "TN": 97114967, + "TP": 722, + "n_pred": 2868, + "n_ref": 3912 + }, + "12": { + "Dice": 0.0, + "FN": 5283, + "FP": 224, + "IoU": 0.0, + "TN": 97115518, + "TP": 0, + "n_pred": 224, + "n_ref": 5283 + }, + "13": { + "Dice": 0.36708311985181097, + "FN": 32743, + "FP": 31493, + "IoU": 0.22480208534466112, + "TN": 97038161, + "TP": 18628, + "n_pred": 50121, + "n_ref": 51371 + }, + "14": { + "Dice": 0.6992620686812054, + "FN": 40016, + "FP": 40229, + "IoU": 0.5375887423935092, + "TN": 96947489, + "TP": 93291, + "n_pred": 133520, + "n_ref": 133307 + }, + "15": { + "Dice": 0.32402059363572305, + "FN": 5500, + "FP": 257360, + "IoU": 0.19333208534979854, + "TN": 96795166, + "TP": 62999, + "n_pred": 320359, + "n_ref": 68499 + }, + "2": { + "Dice": 0.38738735401858637, + "FN": 115100, + "FP": 50295, + "IoU": 0.24022343802396998, + "TN": 96903336, + "TP": 52294, + "n_pred": 102589, + "n_ref": 167394 + }, + "3": { + "Dice": 0.03781936786518599, + "FN": 215461, + "FP": 7559, + "IoU": 0.019274152056041476, + "TN": 96893622, + "TP": 4383, + "n_pred": 11942, + "n_ref": 219844 + }, + "4": { + "Dice": 0.6130716224681562, + "FN": 6957, + "FP": 6014, + "IoU": 0.44203553146642577, + "TN": 97097778, + "TP": 10276, + "n_pred": 16290, + "n_ref": 17233 + }, + "5": { + "Dice": 0.0, + "FN": 12458, + "FP": 55, + "IoU": 0.0, + "TN": 97108512, + "TP": 0, + "n_pred": 55, + "n_ref": 12458 + }, + "6": { + "Dice": 0.7654730968781858, + "FN": 428691, + "FP": 281490, + "IoU": 0.6200537995101548, + "TN": 95251863, + "TP": 1158981, + "n_pred": 1440471, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.059799174390161136, + "FN": 316632, + "FP": 2003, + "IoU": 0.030821126143663616, + "TN": 96792257, + "TP": 10133, + "n_pred": 12136, + "n_ref": 326765 + }, + "8": { + "Dice": 0.520716040258244, + "FN": 52199, + "FP": 35995, + "IoU": 0.3520054664482047, + "TN": 96984922, + "TP": 47909, + "n_pred": 83904, + "n_ref": 100108 + }, + "9": { + "Dice": 0.4293922814593096, + "FN": 51691, + "FP": 64596, + "IoU": 0.27339244318643346, + "TN": 96960984, + "TP": 43754, + "n_pred": 108350, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.2671290318805756, + "FN": 162895, + "FP": 24986, + "IoU": 0.15415402346458254, + "TN": 78834283, + "TP": 34241, + "n_pred": 59227, + "n_ref": 197136 + }, + "10": { + "Dice": 0.10590688817917124, + "FN": 87756, + "FP": 989, + "IoU": 0.05591429878405549, + "TN": 78962404, + "TP": 5256, + "n_pred": 6245, + "n_ref": 93012 + }, + "11": { + "Dice": 0.42489971772396373, + "FN": 1579, + "FP": 2292, + "IoU": 0.2697604225617808, + "TN": 79051104, + "TP": 1430, + "n_pred": 3722, + "n_ref": 3009 + }, + "12": { + "Dice": 0.0, + "FN": 3004, + "FP": 354, + "IoU": 0.0, + "TN": 79053047, + "TP": 0, + "n_pred": 354, + "n_ref": 3004 + }, + "13": { + "Dice": 0.0, + "FN": 65475, + "FP": 5372, + "IoU": 0.0, + "TN": 78985558, + "TP": 0, + "n_pred": 5372, + "n_ref": 65475 + }, + "14": { + "Dice": 0.34315256181493753, + "FN": 16339, + "FP": 66119, + "IoU": 0.2071117436079887, + "TN": 78952408, + "TP": 21539, + "n_pred": 87658, + "n_ref": 37878 + }, + "15": { + "Dice": 0.14359777659580686, + "FN": 26248, + "FP": 120273, + "IoU": 0.07735272818865904, + "TN": 78897600, + "TP": 12284, + "n_pred": 132557, + "n_ref": 38532 + }, + "2": { + "Dice": 0.39912214213855546, + "FN": 54824, + "FP": 119582, + "IoU": 0.24931454962574626, + "TN": 78824076, + "TP": 57923, + "n_pred": 177505, + "n_ref": 112747 + }, + "3": { + "Dice": 0.04887964126545944, + "FN": 117821, + "FP": 20684, + "IoU": 0.02505208919923415, + "TN": 78914341, + "TP": 3559, + "n_pred": 24243, + "n_ref": 121380 + }, + "4": { + "Dice": 0.015841584158415842, + "FN": 8386, + "FP": 3542, + "IoU": 0.007984031936127744, + "TN": 79044381, + "TP": 96, + "n_pred": 3638, + "n_ref": 8482 + }, + "5": { + "Dice": 0.0387122259529923, + "FN": 4860, + "FP": 7, + "IoU": 0.01973816717019134, + "TN": 79051440, + "TP": 98, + "n_pred": 105, + "n_ref": 4958 + }, + "6": { + "Dice": 0.6537876514417512, + "FN": 556148, + "FP": 251420, + "IoU": 0.4856497209685658, + "TN": 77486331, + "TP": 762506, + "n_pred": 1013926, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.027303044235342088, + "FN": 467404, + "FP": 151, + "IoU": 0.01384046553909689, + "TN": 78582288, + "TP": 6562, + "n_pred": 6713, + "n_ref": 473966 + }, + "8": { + "Dice": 0.3240437549152785, + "FN": 8865, + "FP": 85681, + "IoU": 0.19334857688894955, + "TN": 78939197, + "TP": 22662, + "n_pred": 108343, + "n_ref": 31527 + }, + "9": { + "Dice": 0.5143096783212271, + "FN": 23462, + "FP": 66873, + "IoU": 0.3461755594800382, + "TN": 78918241, + "TP": 47829, + "n_pred": 114702, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.19612270172430218, + "FN": 192247, + "FP": 145285, + "IoU": 0.10872286153374913, + "TN": 122333234, + "TP": 41174, + "n_pred": 186459, + "n_ref": 233421 + }, + "10": { + "Dice": 0.17530778444811432, + "FN": 98029, + "FP": 18326, + "IoU": 0.0960752629698109, + "TN": 122583218, + "TP": 12367, + "n_pred": 30693, + "n_ref": 110396 + }, + "11": { + "Dice": 0.08754305396096441, + "FN": 3877, + "FP": 2481, + "IoU": 0.04577517634699085, + "TN": 122705277, + "TP": 305, + "n_pred": 2786, + "n_ref": 4182 + }, + "12": { + "Dice": 0.0, + "FN": 6290, + "FP": 101, + "IoU": 0.0, + "TN": 122705549, + "TP": 0, + "n_pred": 101, + "n_ref": 6290 + }, + "13": { + "Dice": 0.027044971299385646, + "FN": 52191, + "FP": 63578, + "IoU": 0.013707849852612926, + "TN": 122594562, + "TP": 1609, + "n_pred": 65187, + "n_ref": 53800 + }, + "14": { + "Dice": 0.6053189439198304, + "FN": 48016, + "FP": 29808, + "IoU": 0.43401962139007877, + "TN": 122574437, + "TP": 59679, + "n_pred": 89487, + "n_ref": 107695 + }, + "15": { + "Dice": 0.2906663731249187, + "FN": 7520, + "FP": 205129, + "IoU": 0.17004660094138585, + "TN": 122455722, + "TP": 43569, + "n_pred": 248698, + "n_ref": 51089 + }, + "2": { + "Dice": 0.31425466226808885, + "FN": 104267, + "FP": 38331, + "IoU": 0.18641882331461956, + "TN": 122536668, + "TP": 32674, + "n_pred": 71005, + "n_ref": 136941 + }, + "3": { + "Dice": 0.0, + "FN": 145880, + "FP": 9752, + "IoU": 0.0, + "TN": 122556308, + "TP": 0, + "n_pred": 9752, + "n_ref": 145880 + }, + "4": { + "Dice": 0.296863658937235, + "FN": 49933, + "FP": 23691, + "IoU": 0.17430410694659398, + "TN": 122622774, + "TP": 15542, + "n_pred": 39233, + "n_ref": 65475 + }, + "5": { + "Dice": 0.0, + "FN": 17209, + "FP": 669, + "IoU": 0.0, + "TN": 122694062, + "TP": 0, + "n_pred": 669, + "n_ref": 17209 + }, + "6": { + "Dice": 0.6769876863578383, + "FN": 630760, + "FP": 399898, + "IoU": 0.511701727472315, + "TN": 120601226, + "TP": 1080056, + "n_pred": 1479954, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.020678924844410244, + "FN": 560097, + "FP": 20233, + "IoU": 0.010447483788240229, + "TN": 122125483, + "TP": 6127, + "n_pred": 26360, + "n_ref": 566224 + }, + "8": { + "Dice": 0.4069420702026048, + "FN": 83364, + "FP": 71366, + "IoU": 0.2554471263040382, + "TN": 122504124, + "TP": 53086, + "n_pred": 124452, + "n_ref": 136450 + }, + "9": { + "Dice": 0.2951468883166945, + "FN": 35544, + "FP": 151696, + "IoU": 0.17312159405057365, + "TN": 122485498, + "TP": 39202, + "n_pred": 190898, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/loop_003/summary_cross_val.json b/nnActive_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/loop_003/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..50171b09560482b071fb83ebdea5228905dc80a4 --- /dev/null +++ b/nnActive_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/loop_003/summary_cross_val.json @@ -0,0 +1,17532 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": 0.12260873318283762, + "FN": 295.69696969696975, + "FP": 195.4666666666667, + "IoU": 0.08875042154417077, + "TN": 23250.663636363635, + "TP": 89.44545454545454, + "n_pred": 284.9121212121212, + "n_ref": 385.14242424242434 + }, + "mean": { + "1": { + "Dice": 0.1096754501983925, + "FN": 193.9090909090909, + "FP": 162.5909090909091, + "IoU": 0.07555368657134848, + "TN": 23352.272727272728, + "TP": 122.5, + "n_pred": 285.09090909090907, + "n_ref": 316.40909090909093 + }, + "10": { + "Dice": 0.06199920644842186, + "FN": 331.1818181818182, + "FP": 70.4090909090909, + "IoU": 0.036476829177691544, + "TN": 23414.363636363636, + "TP": 15.318181818181818, + "n_pred": 85.72727272727273, + "n_ref": 346.5 + }, + "11": { + "Dice": 0.0, + "FN": 0.0, + "FP": 151.9090909090909, + "IoU": 0.0, + "TN": 23679.363636363636, + "TP": 0.0, + "n_pred": 151.9090909090909, + "n_ref": 0.0 + }, + "12": { + "Dice": 0.0, + "FN": 222.4090909090909, + "FP": 0.0, + "IoU": 0.0, + "TN": 23608.863636363636, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 222.4090909090909 + }, + "13": { + "Dice": 0.26959495418108137, + "FN": 241.3181818181818, + "FP": 33.72727272727273, + "IoU": 0.20451758482179166, + "TN": 23506.454545454544, + "TP": 49.77272727272727, + "n_pred": 83.5, + "n_ref": 291.09090909090907 + }, + "14": { + "Dice": 0.04186114352392065, + "FN": 828.0909090909091, + "FP": 93.0, + "IoU": 0.022843043616682584, + "TN": 22897.136363636364, + "TP": 13.045454545454545, + "n_pred": 106.04545454545455, + "n_ref": 841.1363636363636 + }, + "15": { + "Dice": 0.038027580442958626, + "FN": 603.0, + "FP": 6.2727272727272725, + "IoU": 0.019765421372719374, + "TN": 23197.18181818182, + "TP": 24.818181818181817, + "n_pred": 31.09090909090909, + "n_ref": 627.8181818181819 + }, + "2": { + "Dice": 5.8934464875058934e-05, + "FN": 256.72727272727275, + "FP": 487.6818181818182, + "IoU": 2.9472443265546713e-05, + "TN": 23086.81818181818, + "TP": 0.045454545454545456, + "n_pred": 487.72727272727275, + "n_ref": 256.77272727272725 + }, + "3": { + "Dice": 0.0, + "FN": 218.9090909090909, + "FP": 93.22727272727273, + "IoU": 0.0, + "TN": 23519.136363636364, + "TP": 0.0, + "n_pred": 93.22727272727273, + "n_ref": 218.9090909090909 + }, + "4": { + "Dice": 0.019983518747424805, + "FN": 124.27272727272727, + "FP": 0.9090909090909091, + "IoU": 0.010407725321888411, + "TN": 23701.68181818182, + "TP": 4.409090909090909, + "n_pred": 5.318181818181818, + "n_ref": 128.6818181818182 + }, + "5": { + "Dice": 0.4795052565281864, + "FN": 219.8181818181818, + "FP": 15.136363636363637, + "IoU": 0.3182238242763298, + "TN": 23468.090909090908, + "TP": 128.22727272727272, + "n_pred": 143.36363636363637, + "n_ref": 348.04545454545456 + }, + "6": { + "Dice": 0.15085484106330585, + "FN": 256.6363636363636, + "FP": 1446.8636363636363, + "IoU": 0.12745119348609288, + "TN": 21533.5, + "TP": 594.2727272727273, + "n_pred": 2041.1363636363637, + "n_ref": 850.9090909090909 + }, + "7": { + "Dice": 0.0, + "FN": 368.6363636363636, + "FP": 82.54545454545455, + "IoU": 0.0, + "TN": 23380.090909090908, + "TP": 0.0, + "n_pred": 82.54545454545455, + "n_ref": 368.6363636363636 + }, + "8": { + "Dice": 0.6675701121439973, + "FN": 382.95454545454544, + "FP": 31.863636363636363, + "IoU": 0.5159875420747512, + "TN": 23027.18181818182, + "TP": 389.27272727272725, + "n_pred": 421.1363636363636, + "n_ref": 772.2272727272727 + }, + "9": { + "Dice": 0.0, + "FN": 187.5909090909091, + "FP": 255.86363636363637, + "IoU": 0.0, + "TN": 23387.81818181818, + "TP": 0.0, + "n_pred": 255.86363636363637, + "n_ref": 187.5909090909091 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0001.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0001.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0019.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0019.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.005312084993359893, + "FN": 299, + "FP": 450, + "IoU": 0.002663115845539281, + "TN": 15633, + "TP": 2, + "n_pred": 452, + "n_ref": 301 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 1012, + "IoU": 0.0, + "TN": 15372, + "TP": 0, + "n_pred": 1012, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 2270, + "FP": 0, + "IoU": 0.0, + "TN": 14114, + "TP": 0, + "n_pred": 0, + "n_ref": 2270 + }, + "13": { + "Dice": 0.0, + "FN": 222, + "FP": 0, + "IoU": 0.0, + "TN": 16162, + "TP": 0, + "n_pred": 0, + "n_ref": 222 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 677, + "IoU": 0.0, + "TN": 15707, + "TP": 0, + "n_pred": 677, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 2499, + "FP": 0, + "IoU": 0.0, + "TN": 13885, + "TP": 0, + "n_pred": 0, + "n_ref": 2499 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 568, + "IoU": 0.0, + "TN": 15816, + "TP": 0, + "n_pred": 568, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 192, + "IoU": 0.0, + "TN": 16192, + "TP": 0, + "n_pred": 192, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0030.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0030.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 12, + "IoU": 0.0, + "TN": 49140, + "TP": 0, + "n_pred": 12, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 4574, + "IoU": 0.0, + "TN": 44578, + "TP": 0, + "n_pred": 4574, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 7296, + "FP": 588, + "IoU": 0.0, + "TN": 41268, + "TP": 0, + "n_pred": 588, + "n_ref": 7296 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0044.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0044.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 5576, + "FP": 0, + "IoU": 0.0, + "TN": 27192, + "TP": 0, + "n_pred": 0, + "n_ref": 5576 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 201, + "IoU": 0.0, + "TN": 32567, + "TP": 0, + "n_pred": 201, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 8754, + "IoU": 0.0, + "TN": 24014, + "TP": 0, + "n_pred": 8754, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 2517, + "IoU": 0.0, + "TN": 30251, + "TP": 0, + "n_pred": 2517, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 87, + "IoU": 0.0, + "TN": 32681, + "TP": 0, + "n_pred": 87, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0058.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0058.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2647, + "IoU": 0.0, + "TN": 13737, + "TP": 0, + "n_pred": 2647, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 16379, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6721412440977212, + "FN": 4791, + "FP": 0, + "IoU": 0.5061842918985776, + "TN": 6682, + "TP": 4911, + "n_pred": 4911, + "n_ref": 9702 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1227, + "IoU": 0.0, + "TN": 15157, + "TP": 0, + "n_pred": 1227, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0081.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0081.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 13, + "IoU": 0.0, + "TN": 32755, + "TP": 0, + "n_pred": 13, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.4086516336861482, + "FN": 1223, + "FP": 62, + "IoU": 0.25679583574320414, + "TN": 31039, + "TP": 444, + "n_pred": 506, + "n_ref": 1667 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.48734993550947514, + "FN": 5148, + "FP": 19, + "IoU": 0.3221828676374131, + "TN": 25145, + "TP": 2456, + "n_pred": 2475, + "n_ref": 7604 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 4117, + "IoU": 0.0, + "TN": 28651, + "TP": 0, + "n_pred": 4117, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0104.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0104.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 77, + "IoU": 0.0, + "TN": 16307, + "TP": 0, + "n_pred": 77, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1853, + "IoU": 0.0, + "TN": 14531, + "TP": 0, + "n_pred": 1853, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 923, + "IoU": 0.0, + "TN": 15461, + "TP": 0, + "n_pred": 923, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 3492, + "FP": 0, + "IoU": 0.0, + "TN": 12892, + "TP": 0, + "n_pred": 0, + "n_ref": 3492 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0161.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0161.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0166.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0166.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0184.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0184.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7759562841530054, + "FN": 34, + "FP": 7, + "IoU": 0.6339285714285714, + "TN": 32656, + "TP": 71, + "n_pred": 78, + "n_ref": 105 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.7041154210028382, + "FN": 2490, + "FP": 12, + "IoU": 0.5433473261544077, + "TN": 27289, + "TP": 2977, + "n_pred": 2989, + "n_ref": 5467 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0215.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0215.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0224.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0224.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0235.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0235.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5483772509919626, + "FN": 4266, + "FP": 173, + "IoU": 0.3777684328567424, + "TN": 42018, + "TP": 2695, + "n_pred": 2868, + "n_ref": 6961 + }, + "10": { + "Dice": 0.3046839472487494, + "FN": 1411, + "FP": 118, + "IoU": 0.17972103004291845, + "TN": 47288, + "TP": 335, + "n_pred": 453, + "n_ref": 1746 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 2330, + "IoU": 0.0, + "TN": 46822, + "TP": 0, + "n_pred": 2330, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 2623, + "FP": 0, + "IoU": 0.0, + "TN": 46529, + "TP": 0, + "n_pred": 0, + "n_ref": 2623 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 16384, + "FP": 0, + "IoU": 0.0, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 16384 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 844, + "IoU": 0.0, + "TN": 48308, + "TP": 0, + "n_pred": 844, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 2317, + "FP": 0, + "IoU": 0.0, + "TN": 46835, + "TP": 0, + "n_pred": 0, + "n_ref": 2317 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0596166192790975, + "FN": 209, + "FP": 20297, + "IoU": 0.030724144450746834, + "TN": 27996, + "TP": 650, + "n_pred": 20947, + "n_ref": 859 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0268.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0268.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 346, + "IoU": 0.0, + "TN": 16038, + "TP": 0, + "n_pred": 346, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.1674445740956826, + "FN": 1834, + "FP": 1020, + "IoU": 0.09137217446673034, + "TN": 13243, + "TP": 287, + "n_pred": 1307, + "n_ref": 2121 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 138, + "IoU": 0.0, + "TN": 16246, + "TP": 0, + "n_pred": 138, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 198, + "IoU": 0.0, + "TN": 16186, + "TP": 0, + "n_pred": 198, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 62, + "IoU": 0.0, + "TN": 16322, + "TP": 0, + "n_pred": 62, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0272.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0272.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 334, + "IoU": 0.0, + "TN": 32434, + "TP": 0, + "n_pred": 334, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 954, + "IoU": 0.0, + "TN": 31814, + "TP": 0, + "n_pred": 954, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 291, + "IoU": 0.0, + "TN": 32477, + "TP": 0, + "n_pred": 291, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.07605516088591725, + "FN": 13266, + "FP": 0, + "IoU": 0.03953084274543875, + "TN": 18956, + "TP": 546, + "n_pred": 546, + "n_ref": 13812 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 1763, + "IoU": 0.0, + "TN": 31005, + "TP": 0, + "n_pred": 1763, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 319, + "IoU": 0.0, + "TN": 32449, + "TP": 0, + "n_pred": 319, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0273.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0273.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0332.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0332.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.02610441767068273, + "FN": 3816, + "FP": 64, + "IoU": 0.013224821973550356, + "TN": 12452, + "TP": 52, + "n_pred": 116, + "n_ref": 3868 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 435, + "IoU": 0.0, + "TN": 15949, + "TP": 0, + "n_pred": 435, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.07993407498969922, + "FN": 2230, + "FP": 3, + "IoU": 0.041630901287553645, + "TN": 14054, + "TP": 97, + "n_pred": 100, + "n_ref": 2327 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9276453883195456, + "FN": 646, + "FP": 526, + "IoU": 0.8650546919976971, + "TN": 7699, + "TP": 7513, + "n_pred": 8039, + "n_ref": 8159 + }, + "7": { + "Dice": 0.0, + "FN": 689, + "FP": 0, + "IoU": 0.0, + "TN": 15695, + "TP": 0, + "n_pred": 0, + "n_ref": 689 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 16381, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0336.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0336.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0371.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0371.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0383.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0383.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5459140690817186, + "FN": 1237, + "FP": 380, + "IoU": 0.37543453070683663, + "TN": 13795, + "TP": 972, + "n_pred": 1352, + "n_ref": 2209 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 825, + "IoU": 0.0, + "TN": 15559, + "TP": 0, + "n_pred": 825, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0003536067892503536, + "FN": 5648, + "FP": 6, + "IoU": 0.00017683465959328028, + "TN": 10729, + "TP": 1, + "n_pred": 7, + "n_ref": 5649 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 504, + "FP": 0, + "IoU": 0.0, + "TN": 15880, + "TP": 0, + "n_pred": 0, + "n_ref": 504 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 26, + "IoU": 0.0, + "TN": 16358, + "TP": 0, + "n_pred": 26, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 635, + "FP": 45, + "IoU": 0.0, + "TN": 15704, + "TP": 0, + "n_pred": 45, + "n_ref": 635 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0388.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0388.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 27, + "IoU": 0.0, + "TN": 32741, + "TP": 0, + "n_pred": 27, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.5503588793702245, + "FN": 3613, + "FP": 271, + "IoU": 0.37965181280945537, + "TN": 26507, + "TP": 2377, + "n_pred": 2648, + "n_ref": 5990 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 575, + "IoU": 0.0, + "TN": 32193, + "TP": 0, + "n_pred": 575, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 125, + "FP": 1, + "IoU": 0.0, + "TN": 32642, + "TP": 0, + "n_pred": 1, + "n_ref": 125 + }, + "8": { + "Dice": 0.8112449799196787, + "FN": 787, + "FP": 670, + "IoU": 0.6824324324324325, + "TN": 28180, + "TP": 3131, + "n_pred": 3801, + "n_ref": 3918 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 866, + "IoU": 0.0, + "TN": 31902, + "TP": 0, + "n_pred": 866, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0398.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0398.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": 0.11373751705923674, + "FN": 405.4825396825397, + "FP": 135.31746031746033, + "IoU": 0.08536192249804747, + "TN": 21910.907936507934, + "TP": 173.81587301587305, + "n_pred": 309.1333333333333, + "n_ref": 579.2984126984127 + }, + "mean": { + "1": { + "Dice": 0.0, + "FN": 0.0, + "FP": 411.4761904761905, + "IoU": 0.0, + "TN": 22214.04761904762, + "TP": 0.0, + "n_pred": 411.4761904761905, + "n_ref": 0.0 + }, + "10": { + "Dice": 0.0, + "FN": 3.0952380952380953, + "FP": 74.23809523809524, + "IoU": 0.0, + "TN": 22548.190476190477, + "TP": 0.0, + "n_pred": 74.23809523809524, + "n_ref": 3.0952380952380953 + }, + "11": { + "Dice": 0.029051167651080956, + "FN": 148.47619047619048, + "FP": 11.857142857142858, + "IoU": 0.015150218713242895, + "TN": 22460.380952380954, + "TP": 4.809523809523809, + "n_pred": 16.666666666666668, + "n_ref": 153.28571428571428 + }, + "12": { + "Dice": 0.0, + "FN": 0.0, + "FP": 35.714285714285715, + "IoU": 0.0, + "TN": 22589.809523809523, + "TP": 0.0, + "n_pred": 35.714285714285715, + "n_ref": 0.0 + }, + "13": { + "Dice": 0.09811817839668799, + "FN": 255.52380952380952, + "FP": 212.52380952380952, + "IoU": 0.06500436354569256, + "TN": 22033.333333333332, + "TP": 124.14285714285714, + "n_pred": 336.6666666666667, + "n_ref": 379.6666666666667 + }, + "14": { + "Dice": 0.11100549218419942, + "FN": 1661.4761904761904, + "FP": 25.333333333333332, + "IoU": 0.08321456848772764, + "TN": 20888.666666666668, + "TP": 50.04761904761905, + "n_pred": 75.38095238095238, + "n_ref": 1711.5238095238096 + }, + "15": { + "Dice": 0.16816750133078487, + "FN": 690.047619047619, + "FP": 18.095238095238095, + "IoU": 0.10859669953529315, + "TN": 21794.761904761905, + "TP": 122.61904761904762, + "n_pred": 140.71428571428572, + "n_ref": 812.6666666666666 + }, + "2": { + "Dice": 0.22706225601334087, + "FN": 193.14285714285714, + "FP": 443.2857142857143, + "IoU": 0.18844424759593087, + "TN": 21693.14285714286, + "TP": 295.95238095238096, + "n_pred": 739.2380952380952, + "n_ref": 489.0952380952381 + }, + "3": { + "Dice": 0.009783839946252938, + "FN": 459.9047619047619, + "FP": 50.857142857142854, + "IoU": 0.0049850917497976325, + "TN": 22105.14285714286, + "TP": 9.619047619047619, + "n_pred": 60.476190476190474, + "n_ref": 469.5238095238095 + }, + "4": { + "Dice": 0.29300966509327936, + "FN": 78.61904761904762, + "FP": 42.19047619047619, + "IoU": 0.26138915623997433, + "TN": 22194.333333333332, + "TP": 310.3809523809524, + "n_pred": 352.57142857142856, + "n_ref": 389.0 + }, + "5": { + "Dice": 0.14669001238527782, + "FN": 117.57142857142857, + "FP": 194.42857142857142, + "IoU": 0.08023121441886241, + "TN": 22285.904761904763, + "TP": 27.61904761904762, + "n_pred": 222.04761904761904, + "n_ref": 145.1904761904762 + }, + "6": { + "Dice": 0.2923473045242029, + "FN": 1275.7619047619048, + "FP": 248.61904761904762, + "IoU": 0.2376032998910242, + "TN": 19868.619047619046, + "TP": 1232.5238095238096, + "n_pred": 1481.142857142857, + "n_ref": 2508.285714285714 + }, + "7": { + "Dice": 0.00020609208194221178, + "FN": 559.4285714285714, + "FP": 60.76190476190476, + "IoU": 0.00010310979130578239, + "TN": 22005.095238095237, + "TP": 0.23809523809523808, + "n_pred": 61.0, + "n_ref": 559.6666666666666 + }, + "8": { + "Dice": 0.1678503274116708, + "FN": 369.3809523809524, + "FP": 124.38095238095238, + "IoU": 0.11017835820726604, + "TN": 22006.0, + "TP": 125.76190476190476, + "n_pred": 250.14285714285714, + "n_ref": 495.14285714285717 + }, + "9": { + "Dice": 0.16277091886983103, + "FN": 269.8095238095238, + "FP": 76.0, + "IoU": 0.12552850929459453, + "TN": 21976.190476190477, + "TP": 303.5238095238095, + "n_pred": 379.5238095238095, + "n_ref": 573.3333333333334 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 4503, + "IoU": 0.0, + "TN": 28265, + "TP": 0, + "n_pred": 4503, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.6660329531051965, + "FN": 599, + "FP": 455, + "IoU": 0.4992874109263658, + "TN": 30663, + "TP": 1051, + "n_pred": 1506, + "n_ref": 1650 + }, + "15": { + "Dice": 0.5291136110767709, + "FN": 3770, + "FP": 39, + "IoU": 0.3597243234157001, + "TN": 26819, + "TP": 2140, + "n_pred": 2179, + "n_ref": 5910 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 936, + "IoU": 0.0, + "TN": 31832, + "TP": 0, + "n_pred": 936, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 3877, + "IoU": 0.0, + "TN": 28891, + "TP": 0, + "n_pred": 3877, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0016.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0016.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2324, + "IoU": 0.0, + "TN": 14060, + "TP": 0, + "n_pred": 2324, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 93, + "IoU": 0.0, + "TN": 16291, + "TP": 0, + "n_pred": 93, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0522713130056005, + "FN": 4569, + "FP": 0, + "IoU": 0.0268370607028754, + "TN": 11689, + "TP": 126, + "n_pred": 126, + "n_ref": 4695 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 429, + "IoU": 0.0, + "TN": 15955, + "TP": 0, + "n_pred": 429, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 90, + "IoU": 0.0, + "TN": 16294, + "TP": 0, + "n_pred": 90, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 575, + "IoU": 0.0, + "TN": 15809, + "TP": 0, + "n_pred": 575, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 167, + "IoU": 0.0, + "TN": 16217, + "TP": 0, + "n_pred": 167, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0027.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0027.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 237, + "IoU": 0.0, + "TN": 16147, + "TP": 0, + "n_pred": 237, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1146, + "IoU": 0.0, + "TN": 15238, + "TP": 0, + "n_pred": 1146, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.4828965221738199, + "FN": 7188, + "FP": 53, + "IoU": 0.3183016381095839, + "TN": 5762, + "TP": 3381, + "n_pred": 3434, + "n_ref": 10569 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 275, + "IoU": 0.0, + "TN": 16109, + "TP": 0, + "n_pred": 275, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.4976190476190476, + "FN": 3796, + "FP": 2, + "IoU": 0.3312202852614897, + "TN": 10705, + "TP": 1881, + "n_pred": 1883, + "n_ref": 5677 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0064.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0064.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.08806424813071172, + "FN": 8, + "FP": 3285, + "IoU": 0.04606025492468135, + "TN": 12932, + "TP": 159, + "n_pred": 3444, + "n_ref": 167 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.28023107803779496, + "FN": 7310, + "FP": 41, + "IoU": 0.16294693691641995, + "TN": 7602, + "TP": 1431, + "n_pred": 1472, + "n_ref": 8741 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 244, + "IoU": 0.0, + "TN": 16140, + "TP": 0, + "n_pred": 244, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0077.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0077.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0094.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0094.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0111.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0111.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 731, + "IoU": 0.0, + "TN": 32037, + "TP": 0, + "n_pred": 731, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 33, + "IoU": 0.0, + "TN": 32735, + "TP": 0, + "n_pred": 33, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 7194, + "FP": 0, + "IoU": 0.0, + "TN": 25574, + "TP": 0, + "n_pred": 0, + "n_ref": 7194 + }, + "7": { + "Dice": 0.0012365524916532708, + "FN": 7647, + "FP": 430, + "IoU": 0.0006186587478346944, + "TN": 24686, + "TP": 5, + "n_pred": 435, + "n_ref": 7652 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0153.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0153.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.20531577663984393, + "FN": 2461, + "FP": 798, + "IoU": 0.11440217391304348, + "TN": 12704, + "TP": 421, + "n_pred": 1219, + "n_ref": 2882 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 16380, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 4101, + "FP": 1, + "IoU": 0.0, + "TN": 12282, + "TP": 0, + "n_pred": 1, + "n_ref": 4101 + }, + "8": { + "Dice": 0.559020559020559, + "FN": 447, + "FP": 1462, + "IoU": 0.38794485411991025, + "TN": 13265, + "TP": 1210, + "n_pred": 2672, + "n_ref": 1657 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 653, + "IoU": 0.0, + "TN": 15731, + "TP": 0, + "n_pred": 653, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0171.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0171.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 27, + "IoU": 0.0, + "TN": 32741, + "TP": 0, + "n_pred": 27, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1322, + "IoU": 0.0, + "TN": 31446, + "TP": 0, + "n_pred": 1322, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 21538, + "FP": 24, + "IoU": 0.0, + "TN": 11206, + "TP": 0, + "n_pred": 24, + "n_ref": 21538 + }, + "15": { + "Dice": 0.09128508124076809, + "FN": 6152, + "FP": 0, + "IoU": 0.04782541402259712, + "TN": 26307, + "TP": 309, + "n_pred": 309, + "n_ref": 6461 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0192.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 156, + "IoU": 0.0, + "TN": 32612, + "TP": 0, + "n_pred": 156, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 6922, + "FP": 0, + "IoU": 0.0, + "TN": 25846, + "TP": 0, + "n_pred": 0, + "n_ref": 6922 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 7054, + "IoU": 0.0, + "TN": 25714, + "TP": 0, + "n_pred": 7054, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 32761, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0193.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0193.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.02080624187256177, + "FN": 1506, + "FP": 0, + "IoU": 0.010512483574244415, + "TN": 14862, + "TP": 16, + "n_pred": 16, + "n_ref": 1522 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 750, + "IoU": 0.0, + "TN": 15634, + "TP": 0, + "n_pred": 750, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.2202061855670103, + "FN": 1819, + "FP": 72, + "IoU": 0.123725671918443, + "TN": 14226, + "TP": 267, + "n_pred": 339, + "n_ref": 2086 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 1089, + "IoU": 0.0, + "TN": 15295, + "TP": 0, + "n_pred": 1089, + "n_ref": 0 + }, + "9": { + "Dice": 0.8045483033396007, + "FN": 1596, + "FP": 587, + "IoU": 0.6730077890952666, + "TN": 9708, + "TP": 4493, + "n_pred": 5080, + "n_ref": 6089 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0199.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0199.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 13, + "IoU": 0.0, + "TN": 49139, + "TP": 0, + "n_pred": 13, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 2536, + "IoU": 0.0, + "TN": 46616, + "TP": 0, + "n_pred": 2536, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 5832, + "FP": 0, + "IoU": 0.0, + "TN": 43320, + "TP": 0, + "n_pred": 0, + "n_ref": 5832 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 341, + "IoU": 0.0, + "TN": 48811, + "TP": 0, + "n_pred": 341, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1070, + "IoU": 0.0, + "TN": 48082, + "TP": 0, + "n_pred": 1070, + "n_ref": 0 + }, + "3": { + "Dice": 0.006734006734006734, + "FN": 590, + "FP": 0, + "IoU": 0.0033783783783783786, + "TN": 48560, + "TP": 2, + "n_pred": 2, + "n_ref": 592 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 340, + "IoU": 0.0, + "TN": 48812, + "TP": 0, + "n_pred": 340, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0263.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0263.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 13, + "IoU": 0.0, + "TN": 16371, + "TP": 0, + "n_pred": 13, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 21, + "IoU": 0.0, + "TN": 16363, + "TP": 0, + "n_pred": 21, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0296.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0296.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 65, + "FP": 0, + "IoU": 0.0, + "TN": 16319, + "TP": 0, + "n_pred": 0, + "n_ref": 65 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.49059089198343997, + "FN": 5366, + "FP": 48, + "IoU": 0.3250218177284628, + "TN": 8363, + "TP": 2607, + "n_pred": 2655, + "n_ref": 7973 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 630, + "FP": 27, + "IoU": 0.0, + "TN": 15727, + "TP": 0, + "n_pred": 27, + "n_ref": 630 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 403, + "IoU": 0.0, + "TN": 15981, + "TP": 0, + "n_pred": 403, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 188, + "IoU": 0.0, + "TN": 16196, + "TP": 0, + "n_pred": 188, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 40, + "IoU": 0.0, + "TN": 16344, + "TP": 0, + "n_pred": 40, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 89, + "IoU": 0.0, + "TN": 16295, + "TP": 0, + "n_pred": 89, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0297.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0297.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8411787217757367, + "FN": 2075, + "FP": 0, + "IoU": 0.725891677675033, + "TN": 8814, + "TP": 5495, + "n_pred": 5495, + "n_ref": 7570 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0302.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0302.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 695, + "IoU": 0.0, + "TN": 15689, + "TP": 0, + "n_pred": 695, + "n_ref": 0 + }, + "3": { + "Dice": 0.04218519299725796, + "FN": 9068, + "FP": 14, + "IoU": 0.021547080370609782, + "TN": 7102, + "TP": 200, + "n_pred": 214, + "n_ref": 9268 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0330.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0330.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0341.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0341.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1762, + "IoU": 0.0, + "TN": 14622, + "TP": 0, + "n_pred": 1762, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 44, + "IoU": 0.0, + "TN": 16340, + "TP": 0, + "n_pred": 44, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0351.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0351.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 49150, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 20, + "IoU": 0.0, + "TN": 49132, + "TP": 0, + "n_pred": 20, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7817434844010784, + "FN": 3366, + "FP": 34, + "IoU": 0.6416903783328064, + "TN": 39663, + "TP": 6089, + "n_pred": 6123, + "n_ref": 9455 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 28, + "IoU": 0.0, + "TN": 49124, + "TP": 0, + "n_pred": 28, + "n_ref": 0 + }, + "4": { + "Dice": 0.8790289952798381, + "FN": 1651, + "FP": 143, + "IoU": 0.784167468719923, + "TN": 40840, + "TP": 6518, + "n_pred": 6661, + "n_ref": 8169 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7731393518267196, + "FN": 8358, + "FP": 0, + "IoU": 0.6301769911504425, + "TN": 26552, + "TP": 14242, + "n_pred": 14242, + "n_ref": 22600 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 363, + "IoU": 0.0, + "TN": 48789, + "TP": 0, + "n_pred": 363, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 6, + "FP": 0, + "IoU": 0.0, + "TN": 49146, + "TP": 0, + "n_pred": 0, + "n_ref": 6 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0391.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0391.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 12, + "IoU": 0.0, + "TN": 16372, + "TP": 0, + "n_pred": 12, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.09539842873176206, + "FN": 1612, + "FP": 0, + "IoU": 0.05008839127872716, + "TN": 14687, + "TP": 85, + "n_pred": 85, + "n_ref": 1697 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8076923076923077, + "FN": 60, + "FP": 0, + "IoU": 0.6774193548387096, + "TN": 16198, + "TP": 126, + "n_pred": 126, + "n_ref": 186 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8983995684229455, + "FN": 157, + "FP": 408, + "IoU": 0.8155403199477637, + "TN": 13321, + "TP": 2498, + "n_pred": 2906, + "n_ref": 2655 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 268, + "FP": 0, + "IoU": 0.0, + "TN": 16116, + "TP": 0, + "n_pred": 0, + "n_ref": 268 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0401.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0401.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0402.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0402.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": 0.1240901048002181, + "FN": 276.1142857142857, + "FP": 211.63492063492063, + "IoU": 0.09140025297053143, + "TN": 24308.123809523808, + "TP": 170.22222222222223, + "n_pred": 381.8571428571429, + "n_ref": 446.3365079365079 + }, + "mean": { + "1": { + "Dice": 0.21051307695229154, + "FN": 384.04761904761904, + "FP": 107.38095238095238, + "IoU": 0.1674945561138047, + "TN": 24148.04761904762, + "TP": 326.6190476190476, + "n_pred": 434.0, + "n_ref": 710.6666666666666 + }, + "10": { + "Dice": 0.0, + "FN": 0.09523809523809523, + "FP": 238.1904761904762, + "IoU": 0.0, + "TN": 24727.809523809523, + "TP": 0.0, + "n_pred": 238.1904761904762, + "n_ref": 0.09523809523809523 + }, + "11": { + "Dice": 0.19884844746041538, + "FN": 59.23809523809524, + "FP": 20.61904761904762, + "IoU": 0.1416849816849817, + "TN": 24840.190476190477, + "TP": 46.04761904761905, + "n_pred": 66.66666666666667, + "n_ref": 105.28571428571429 + }, + "12": { + "Dice": 0.0, + "FN": 1.5238095238095237, + "FP": 43.0, + "IoU": 0.0, + "TN": 24921.571428571428, + "TP": 0.0, + "n_pred": 43.0, + "n_ref": 1.5238095238095237 + }, + "13": { + "Dice": 0.0, + "FN": 0.0, + "FP": 203.47619047619048, + "IoU": 0.0, + "TN": 24762.619047619046, + "TP": 0.0, + "n_pred": 203.47619047619048, + "n_ref": 0.0 + }, + "14": { + "Dice": 0.0, + "FN": 0.0, + "FP": 427.3333333333333, + "IoU": 0.0, + "TN": 24538.761904761905, + "TP": 0.0, + "n_pred": 427.3333333333333, + "n_ref": 0.0 + }, + "15": { + "Dice": 0.0, + "FN": 0.0, + "FP": 224.38095238095238, + "IoU": 0.0, + "TN": 24741.714285714286, + "TP": 0.0, + "n_pred": 224.38095238095238, + "n_ref": 0.0 + }, + "2": { + "Dice": 0.37646927840254085, + "FN": 768.6666666666666, + "FP": 127.47619047619048, + "IoU": 0.2731799840995198, + "TN": 23722.095238095237, + "TP": 347.85714285714283, + "n_pred": 475.3333333333333, + "n_ref": 1116.5238095238096 + }, + "3": { + "Dice": 0.09794099806108376, + "FN": 477.3333333333333, + "FP": 34.666666666666664, + "IoU": 0.053123813583084385, + "TN": 24401.571428571428, + "TP": 52.523809523809526, + "n_pred": 87.19047619047619, + "n_ref": 529.8571428571429 + }, + "4": { + "Dice": 0.09227825611589449, + "FN": 187.66666666666666, + "FP": 25.904761904761905, + "IoU": 0.059975128797299694, + "TN": 24672.14285714286, + "TP": 80.38095238095238, + "n_pred": 106.28571428571429, + "n_ref": 268.04761904761904 + }, + "5": { + "Dice": 0.0003216726980297547, + "FN": 457.85714285714283, + "FP": 10.238095238095237, + "IoU": 0.00016096579476861166, + "TN": 24497.904761904763, + "TP": 0.09523809523809523, + "n_pred": 10.333333333333334, + "n_ref": 457.95238095238096 + }, + "6": { + "Dice": 0.22331368209510613, + "FN": 662.952380952381, + "FP": 831.9047619047619, + "IoU": 0.1785059323213158, + "TN": 22613.380952380954, + "TP": 857.8571428571429, + "n_pred": 1689.7619047619048, + "n_ref": 1520.8095238095239 + }, + "7": { + "Dice": 0.10341386138613862, + "FN": 289.85714285714283, + "FP": 246.28571428571428, + "IoU": 0.06973613930135669, + "TN": 24274.52380952381, + "TP": 155.42857142857142, + "n_pred": 401.7142857142857, + "n_ref": 445.2857142857143 + }, + "8": { + "Dice": 0.21710239371750825, + "FN": 579.2857142857143, + "FP": 69.76190476190476, + "IoU": 0.1676923944481403, + "TN": 24018.333333333332, + "TP": 298.7142857142857, + "n_pred": 368.4761904761905, + "n_ref": 878.0 + }, + "9": { + "Dice": 0.34114990511426296, + "FN": 273.1904761904762, + "FP": 563.9047619047619, + "IoU": 0.25944989841369986, + "TN": 23741.190476190477, + "TP": 387.8095238095238, + "n_pred": 951.7142857142857, + "n_ref": 661.0 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 502, + "FP": 74, + "IoU": 0.0, + "TN": 32192, + "TP": 0, + "n_pred": 74, + "n_ref": 502 + }, + "10": { + "Dice": 0.0, + "FN": 2, + "FP": 0, + "IoU": 0.0, + "TN": 32766, + "TP": 0, + "n_pred": 0, + "n_ref": 2 + }, + "11": { + "Dice": 0.5965453423812461, + "FN": 1244, + "FP": 64, + "IoU": 0.42505494505494507, + "TN": 30493, + "TP": 967, + "n_pred": 1031, + "n_ref": 2211 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 615, + "IoU": 0.0, + "TN": 32153, + "TP": 0, + "n_pred": 615, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 18, + "IoU": 0.0, + "TN": 32750, + "TP": 0, + "n_pred": 18, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 4977, + "IoU": 0.0, + "TN": 27791, + "TP": 0, + "n_pred": 4977, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 3968, + "IoU": 0.0, + "TN": 28800, + "TP": 0, + "n_pred": 3968, + "n_ref": 0 + }, + "2": { + "Dice": 0.7922614575507138, + "FN": 51, + "FP": 1055, + "IoU": 0.6559875583203733, + "TN": 29553, + "TP": 2109, + "n_pred": 3164, + "n_ref": 2160 + }, + "3": { + "Dice": 0.18286599002236367, + "FN": 9423, + "FP": 77, + "IoU": 0.1006342895010887, + "TN": 22205, + "TP": 1063, + "n_pred": 1140, + "n_ref": 10486 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9138804457953394, + "FN": 463, + "FP": 47, + "IoU": 0.8414179104477612, + "TN": 29552, + "TP": 2706, + "n_pred": 2753, + "n_ref": 3169 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7653359298928919, + "FN": 143, + "FP": 98, + "IoU": 0.6198738170347003, + "TN": 32134, + "TP": 393, + "n_pred": 491, + "n_ref": 536 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0014.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0014.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 158, + "IoU": 0.0, + "TN": 32610, + "TP": 0, + "n_pred": 158, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 218, + "IoU": 0.0, + "TN": 32550, + "TP": 0, + "n_pred": 218, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 32761, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 321, + "FP": 0, + "IoU": 0.0, + "TN": 32447, + "TP": 0, + "n_pred": 0, + "n_ref": 321 + }, + "6": { + "Dice": 0.816028241414548, + "FN": 3208, + "FP": 2733, + "IoU": 0.6892294816132238, + "TN": 13651, + "TP": 13176, + "n_pred": 15909, + "n_ref": 16384 + }, + "7": { + "Dice": 0.5170693069306931, + "FN": 6061, + "FP": 36, + "IoU": 0.34868069650678346, + "TN": 23407, + "TP": 3264, + "n_pred": 3300, + "n_ref": 9325 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 75, + "IoU": 0.0, + "TN": 32693, + "TP": 0, + "n_pred": 75, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0015.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0015.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0017.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0017.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 205, + "IoU": 0.0, + "TN": 32563, + "TP": 0, + "n_pred": 205, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 3158, + "FP": 24, + "IoU": 0.0, + "TN": 29586, + "TP": 0, + "n_pred": 24, + "n_ref": 3158 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0042.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0042.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0059.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0059.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0072.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0072.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0134.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0134.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 16380, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1075, + "IoU": 0.0, + "TN": 15309, + "TP": 0, + "n_pred": 1075, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 82, + "IoU": 0.0, + "TN": 16302, + "TP": 0, + "n_pred": 82, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 3026, + "FP": 0, + "IoU": 0.0, + "TN": 13358, + "TP": 0, + "n_pred": 0, + "n_ref": 3026 + }, + "6": { + "Dice": 0.09690816797415783, + "FN": 28, + "FP": 1929, + "IoU": 0.050921435499515035, + "TN": 14322, + "TP": 105, + "n_pred": 2034, + "n_ref": 133 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 534, + "IoU": 0.0, + "TN": 15850, + "TP": 0, + "n_pred": 534, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 2588, + "FP": 0, + "IoU": 0.0, + "TN": 13796, + "TP": 0, + "n_pred": 0, + "n_ref": 2588 + }, + "9": { + "Dice": 0.5687768659632669, + "FN": 1940, + "FP": 2474, + "IoU": 0.3974061433447099, + "TN": 9059, + "TP": 2911, + "n_pred": 5385, + "n_ref": 4851 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0138.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0138.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 5399, + "IoU": 0.0, + "TN": 10985, + "TP": 0, + "n_pred": 5399, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0179.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0179.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 48, + "IoU": 0.0, + "TN": 32720, + "TP": 0, + "n_pred": 48, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 19, + "IoU": 0.0, + "TN": 32749, + "TP": 0, + "n_pred": 19, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0190.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0190.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1807, + "IoU": 0.0, + "TN": 30961, + "TP": 0, + "n_pred": 1807, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1368, + "IoU": 0.0, + "TN": 31400, + "TP": 0, + "n_pred": 1368, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 32761, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0226.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0226.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 251, + "IoU": 0.0, + "TN": 48901, + "TP": 0, + "n_pred": 251, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 16, + "IoU": 0.0, + "TN": 49136, + "TP": 0, + "n_pred": 16, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 3420, + "IoU": 0.0, + "TN": 45732, + "TP": 0, + "n_pred": 3420, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 744, + "IoU": 0.0, + "TN": 48408, + "TP": 0, + "n_pred": 744, + "n_ref": 0 + }, + "2": { + "Dice": 0.40887092485241716, + "FN": 10928, + "FP": 187, + "IoU": 0.2569690487332041, + "TN": 34193, + "TP": 3844, + "n_pred": 4031, + "n_ref": 14772 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 611, + "IoU": 0.0, + "TN": 48541, + "TP": 0, + "n_pred": 611, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 208, + "IoU": 0.0, + "TN": 48944, + "TP": 0, + "n_pred": 208, + "n_ref": 0 + }, + "6": { + "Dice": 0.2913907284768212, + "FN": 1843, + "FP": 725, + "IoU": 0.17054263565891473, + "TN": 46056, + "TP": 528, + "n_pred": 1253, + "n_ref": 2371 + }, + "7": { + "Dice": 0.0, + "FN": 5, + "FP": 2032, + "IoU": 0.0, + "TN": 47115, + "TP": 0, + "n_pred": 2032, + "n_ref": 5 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 232, + "IoU": 0.0, + "TN": 48920, + "TP": 0, + "n_pred": 232, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0230.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0230.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8334240609689711, + "FN": 2325, + "FP": 123, + "IoU": 0.7144190387307513, + "TN": 24196, + "TP": 6124, + "n_pred": 6247, + "n_ref": 8449 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 635, + "IoU": 0.0, + "TN": 32133, + "TP": 0, + "n_pred": 635, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 3792, + "FP": 0, + "IoU": 0.0, + "TN": 28976, + "TP": 0, + "n_pred": 0, + "n_ref": 3792 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 2224, + "IoU": 0.0, + "TN": 30544, + "TP": 0, + "n_pred": 2224, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.7390278433223219, + "FN": 263, + "FP": 290, + "IoU": 0.5860778443113772, + "TN": 31432, + "TP": 783, + "n_pred": 1073, + "n_ref": 1046 + }, + "9": { + "Dice": 0.6847414880201765, + "FN": 285, + "FP": 215, + "IoU": 0.5206136145733461, + "TN": 31725, + "TP": 543, + "n_pred": 758, + "n_ref": 828 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0237.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0237.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 299, + "IoU": 0.0, + "TN": 16085, + "TP": 0, + "n_pred": 299, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0242.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0242.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.21914132379248658, + "FN": 5238, + "FP": 0, + "IoU": 0.12305374183827222, + "TN": 10411, + "TP": 735, + "n_pred": 735, + "n_ref": 5973 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 2498, + "IoU": 0.0, + "TN": 13886, + "TP": 0, + "n_pred": 2498, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 429, + "IoU": 0.0, + "TN": 15955, + "TP": 0, + "n_pred": 429, + "n_ref": 0 + }, + "3": { + "Dice": 0.11095700416088766, + "FN": 601, + "FP": 40, + "IoU": 0.05873715124816446, + "TN": 15703, + "TP": 40, + "n_pred": 80, + "n_ref": 641 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 331, + "IoU": 0.0, + "TN": 16053, + "TP": 0, + "n_pred": 331, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0249.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0249.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 903, + "IoU": 0.0, + "TN": 15481, + "TP": 0, + "n_pred": 903, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 22, + "IoU": 0.0, + "TN": 16362, + "TP": 0, + "n_pred": 22, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0009278589654372535, + "FN": 3450, + "FP": 857, + "IoU": 0.0004641448131817127, + "TN": 12075, + "TP": 2, + "n_pred": 859, + "n_ref": 3452 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 596, + "IoU": 0.0, + "TN": 15788, + "TP": 0, + "n_pred": 596, + "n_ref": 0 + }, + "9": { + "Dice": 0.6910833197986033, + "FN": 3369, + "FP": 435, + "IoU": 0.5279811390991438, + "TN": 8325, + "TP": 4255, + "n_pred": 4690, + "n_ref": 7624 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0349.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0349.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0362.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0362.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 377, + "IoU": 0.0, + "TN": 32391, + "TP": 0, + "n_pred": 377, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.4613912805794725, + "FN": 3941, + "FP": 0, + "IoU": 0.29987564398649846, + "TN": 27139, + "TP": 1688, + "n_pred": 1688, + "n_ref": 5629 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.5606287425149701, + "FN": 1772, + "FP": 576, + "IoU": 0.38949557982319294, + "TN": 28922, + "TP": 1498, + "n_pred": 2074, + "n_ref": 3270 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1856, + "IoU": 0.0, + "TN": 30912, + "TP": 0, + "n_pred": 1856, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 64, + "IoU": 0.0, + "TN": 32704, + "TP": 0, + "n_pred": 64, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0367.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0367.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 75, + "IoU": 0.0, + "TN": 32693, + "TP": 0, + "n_pred": 75, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 365, + "IoU": 0.0, + "TN": 32403, + "TP": 0, + "n_pred": 365, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 272, + "IoU": 0.0, + "TN": 32496, + "TP": 0, + "n_pred": 272, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 937, + "IoU": 0.0, + "TN": 31831, + "TP": 0, + "n_pred": 937, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 310, + "IoU": 0.0, + "TN": 32458, + "TP": 0, + "n_pred": 310, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.30474473120703255, + "FN": 5163, + "FP": 1006, + "IoU": 0.17976332934450207, + "TN": 25247, + "TP": 1352, + "n_pred": 2358, + "n_ref": 6515 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 23, + "IoU": 0.0, + "TN": 32745, + "TP": 0, + "n_pred": 23, + "n_ref": 0 + }, + "5": { + "Dice": 0.0016083634901487736, + "FN": 2476, + "FP": 7, + "IoU": 0.0008048289738430583, + "TN": 30283, + "TP": 2, + "n_pred": 9, + "n_ref": 2478 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 2606, + "IoU": 0.0, + "TN": 30162, + "TP": 0, + "n_pred": 2606, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 21, + "FP": 714, + "IoU": 0.0, + "TN": 32033, + "TP": 0, + "n_pred": 714, + "n_ref": 21 + }, + "8": { + "Dice": 0.7111140921590985, + "FN": 4259, + "FP": 48, + "IoU": 0.5517277268942548, + "TN": 23160, + "TP": 5301, + "n_pred": 5349, + "n_ref": 9560 + }, + "9": { + "Dice": 0.019261637239165328, + "FN": 0, + "FP": 4277, + "IoU": 0.009724473257698542, + "TN": 28449, + "TP": 42, + "n_pred": 4319, + "n_ref": 42 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0390.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0390.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 32, + "FP": 0, + "IoU": 0.0, + "TN": 16352, + "TP": 0, + "n_pred": 0, + "n_ref": 32 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1013, + "IoU": 0.0, + "TN": 15371, + "TP": 0, + "n_pred": 1013, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 417, + "IoU": 0.0, + "TN": 15967, + "TP": 0, + "n_pred": 417, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.06957482054113749, + "FN": 5055, + "FP": 0, + "IoU": 0.036041189931350116, + "TN": 11140, + "TP": 189, + "n_pred": 189, + "n_ref": 5244 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 4204, + "IoU": 0.0, + "TN": 12180, + "TP": 0, + "n_pred": 4204, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0392.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0392.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0404.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0404.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": 0.14254220271436713, + "FN": 318.4857142857143, + "FP": 276.38095238095235, + "IoU": 0.11137649137434291, + "TN": 24958.342857142856, + "TP": 193.07619047619048, + "n_pred": 469.45714285714274, + "n_ref": 511.56190476190477 + }, + "mean": { + "1": { + "Dice": 0.20922961752539626, + "FN": 409.3333333333333, + "FP": 784.952380952381, + "IoU": 0.1590367261527417, + "TN": 24044.714285714286, + "TP": 507.2857142857143, + "n_pred": 1292.2380952380952, + "n_ref": 916.6190476190476 + }, + "10": { + "Dice": 0.0, + "FN": 1259.6190476190477, + "FP": 0.0, + "IoU": 0.0, + "TN": 24486.666666666668, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 1259.6190476190477 + }, + "11": { + "Dice": 0.11925630810092962, + "FN": 76.76190476190476, + "FP": 42.333333333333336, + "IoU": 0.07261846999838266, + "TN": 25605.809523809523, + "TP": 21.38095238095238, + "n_pred": 63.714285714285715, + "n_ref": 98.14285714285714 + }, + "12": { + "Dice": 0.0, + "FN": 191.28571428571428, + "FP": 0.0, + "IoU": 0.0, + "TN": 25555.0, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 191.28571428571428 + }, + "13": { + "Dice": 0.22431079718735422, + "FN": 305.7142857142857, + "FP": 303.4761904761905, + "IoU": 0.15285137002980922, + "TN": 24865.761904761905, + "TP": 271.3333333333333, + "n_pred": 574.8095238095239, + "n_ref": 577.047619047619 + }, + "14": { + "Dice": 0.2718528194683802, + "FN": 179.66666666666666, + "FP": 34.095238095238095, + "IoU": 0.22951993682947291, + "TN": 25126.285714285714, + "TP": 406.23809523809524, + "n_pred": 440.3333333333333, + "n_ref": 585.9047619047619 + }, + "15": { + "Dice": 0.43564577612348454, + "FN": 50.285714285714285, + "FP": 161.76190476190476, + "IoU": 0.3861135914253525, + "TN": 24818.809523809523, + "TP": 715.4285714285714, + "n_pred": 877.1904761904761, + "n_ref": 765.7142857142857 + }, + "2": { + "Dice": 0.0, + "FN": 478.6190476190476, + "FP": 15.952380952380953, + "IoU": 0.0, + "TN": 25251.714285714286, + "TP": 0.0, + "n_pred": 15.952380952380953, + "n_ref": 478.6190476190476 + }, + "3": { + "Dice": 0.03681068789084707, + "FN": 275.42857142857144, + "FP": 30.904761904761905, + "IoU": 0.019868057686406874, + "TN": 25427.619047619046, + "TP": 12.333333333333334, + "n_pred": 43.23809523809524, + "n_ref": 287.76190476190476 + }, + "4": { + "Dice": 0.0, + "FN": 0.0, + "FP": 21.714285714285715, + "IoU": 0.0, + "TN": 25724.571428571428, + "TP": 0.0, + "n_pred": 21.714285714285715, + "n_ref": 0.0 + }, + "5": { + "Dice": 0.23012995026746283, + "FN": 245.28571428571428, + "FP": 71.0, + "IoU": 0.14434005275907225, + "TN": 25349.52380952381, + "TP": 80.47619047619048, + "n_pred": 151.47619047619048, + "n_ref": 325.76190476190476 + }, + "6": { + "Dice": 0.11915404222630287, + "FN": 110.42857142857143, + "FP": 2030.5714285714287, + "IoU": 0.09130025358578195, + "TN": 23485.571428571428, + "TP": 119.71428571428571, + "n_pred": 2150.285714285714, + "n_ref": 230.14285714285714 + }, + "7": { + "Dice": 0.08375731713988731, + "FN": 816.1428571428571, + "FP": 132.47619047619048, + "IoU": 0.05593307029080813, + "TN": 24724.761904761905, + "TP": 72.9047619047619, + "n_pred": 205.38095238095238, + "n_ref": 889.047619047619 + }, + "8": { + "Dice": 0.3362943945285162, + "FN": 306.14285714285717, + "FP": 56.0, + "IoU": 0.30910023400322506, + "TN": 24785.714285714286, + "TP": 598.4285714285714, + "n_pred": 654.4285714285714, + "n_ref": 904.5714285714286 + }, + "9": { + "Dice": 0.07169133025694555, + "FN": 72.57142857142857, + "FP": 460.4761904761905, + "IoU": 0.04996560785409062, + "TN": 25122.619047619046, + "TP": 90.61904761904762, + "n_pred": 551.0952380952381, + "n_ref": 163.1904761904762 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0004.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0004.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0033.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0033.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.392904953145917, + "FN": 5442, + "FP": 0, + "IoU": 0.2444814660558101, + "TN": 9181, + "TP": 1761, + "n_pred": 1761, + "n_ref": 7203 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 22, + "IoU": 0.0, + "TN": 16362, + "TP": 0, + "n_pred": 22, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 44, + "IoU": 0.0, + "TN": 16340, + "TP": 0, + "n_pred": 44, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 16381, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 7968, + "IoU": 0.0, + "TN": 8416, + "TP": 0, + "n_pred": 7968, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 2820, + "FP": 0, + "IoU": 0.0, + "TN": 13564, + "TP": 0, + "n_pred": 0, + "n_ref": 2820 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0038.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0038.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 1612, + "FP": 0, + "IoU": 0.0, + "TN": 14772, + "TP": 0, + "n_pred": 0, + "n_ref": 1612 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.4505592841163311, + "FN": 1687, + "FP": 3225, + "IoU": 0.2907883338146116, + "TN": 9458, + "TP": 2014, + "n_pred": 5239, + "n_ref": 3701 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 304, + "IoU": 0.0, + "TN": 16080, + "TP": 0, + "n_pred": 304, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.568642160540135, + "FN": 1512, + "FP": 1363, + "IoU": 0.3972746331236897, + "TN": 11614, + "TP": 1895, + "n_pred": 3258, + "n_ref": 3407 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0049.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0049.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0052.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0052.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 743, + "FP": 0, + "IoU": 0.0, + "TN": 32025, + "TP": 0, + "n_pred": 0, + "n_ref": 743 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8160781367392937, + "FN": 2368, + "FP": 80, + "IoU": 0.6893006726741973, + "TN": 24889, + "TP": 5431, + "n_pred": 5511, + "n_ref": 7799 + }, + "15": { + "Dice": 0.8568427855873324, + "FN": 590, + "FP": 1182, + "IoU": 0.7495406360424028, + "TN": 25693, + "TP": 5303, + "n_pred": 6485, + "n_ref": 5893 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 82, + "IoU": 0.0, + "TN": 32686, + "TP": 0, + "n_pred": 82, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 2819, + "FP": 249, + "IoU": 0.0, + "TN": 29700, + "TP": 0, + "n_pred": 249, + "n_ref": 2819 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 4811, + "IoU": 0.0, + "TN": 27957, + "TP": 0, + "n_pred": 4811, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 1851, + "FP": 0, + "IoU": 0.0, + "TN": 30917, + "TP": 0, + "n_pred": 0, + "n_ref": 1851 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0057.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0057.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1908, + "IoU": 0.0, + "TN": 30860, + "TP": 0, + "n_pred": 1908, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.35776892430278884, + "FN": 1612, + "FP": 0, + "IoU": 0.217855409995148, + "TN": 30707, + "TP": 449, + "n_pred": 449, + "n_ref": 2061 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 907, + "FP": 0, + "IoU": 0.0, + "TN": 31861, + "TP": 0, + "n_pred": 0, + "n_ref": 907 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 3410, + "FP": 0, + "IoU": 0.0, + "TN": 29358, + "TP": 0, + "n_pred": 0, + "n_ref": 3410 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8599670510708401, + "FN": 134, + "FP": 291, + "IoU": 0.7543352601156069, + "TN": 31038, + "TP": 1305, + "n_pred": 1596, + "n_ref": 1439 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 5487, + "FP": 0, + "IoU": 0.0, + "TN": 27281, + "TP": 0, + "n_pred": 0, + "n_ref": 5487 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0075.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0075.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 531, + "IoU": 0.0, + "TN": 32237, + "TP": 0, + "n_pred": 531, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.42807199274893176, + "FN": 2928, + "FP": 1489, + "IoU": 0.27232289950576605, + "TN": 26698, + "TP": 1653, + "n_pred": 3142, + "n_ref": 4581 + }, + "6": { + "Dice": 0.18181818181818182, + "FN": 63, + "FP": 0, + "IoU": 0.1, + "TN": 32698, + "TP": 7, + "n_pred": 7, + "n_ref": 70 + }, + "7": { + "Dice": 0.5025439028393238, + "FN": 249, + "FP": 2782, + "IoU": 0.3355984217448488, + "TN": 28206, + "TP": 1531, + "n_pred": 4313, + "n_ref": 1780 + }, + "8": { + "Dice": 0.1319796954314721, + "FN": 166, + "FP": 5, + "IoU": 0.07065217391304347, + "TN": 32584, + "TP": 13, + "n_pred": 18, + "n_ref": 179 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 341, + "IoU": 0.0, + "TN": 32427, + "TP": 0, + "n_pred": 341, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0084.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0084.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 864, + "FP": 0, + "IoU": 0.0, + "TN": 31904, + "TP": 0, + "n_pred": 0, + "n_ref": 864 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5960868844304427, + "FN": 3684, + "FP": 1188, + "IoU": 0.42458958308728, + "TN": 24301, + "TP": 3595, + "n_pred": 4783, + "n_ref": 7279 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 390, + "FP": 0, + "IoU": 0.0, + "TN": 32378, + "TP": 0, + "n_pred": 0, + "n_ref": 390 + }, + "9": { + "Dice": 0.00488848151542927, + "FN": 12, + "FP": 3245, + "IoU": 0.002450229709035222, + "TN": 29503, + "TP": 8, + "n_pred": 3253, + "n_ref": 20 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0098.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0098.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0109.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0109.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.21610863966284244, + "FN": 1291, + "FP": 5405, + "IoU": 0.12114450715316971, + "TN": 25149, + "TP": 923, + "n_pred": 6328, + "n_ref": 2214 + }, + "10": { + "Dice": 0.0, + "FN": 8764, + "FP": 0, + "IoU": 0.0, + "TN": 24004, + "TP": 0, + "n_pred": 0, + "n_ref": 8764 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 873, + "IoU": 0.0, + "TN": 31895, + "TP": 0, + "n_pred": 873, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 3274, + "FP": 0, + "IoU": 0.0, + "TN": 29494, + "TP": 0, + "n_pred": 0, + "n_ref": 3274 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 12, + "IoU": 0.0, + "TN": 32756, + "TP": 0, + "n_pred": 12, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.14724275156338829, + "FN": 2965, + "FP": 35, + "IoU": 0.0794722307456275, + "TN": 29509, + "TP": 259, + "n_pred": 294, + "n_ref": 3224 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.2315373208106772, + "FN": 521, + "FP": 7252, + "IoU": 0.1309257602862254, + "TN": 23824, + "TP": 1171, + "n_pred": 8423, + "n_ref": 1692 + }, + "7": { + "Dice": 0.0, + "FN": 17, + "FP": 0, + "IoU": 0.0, + "TN": 32751, + "TP": 0, + "n_pred": 0, + "n_ref": 17 + }, + "8": { + "Dice": 0.0, + "FN": 38, + "FP": 0, + "IoU": 0.0, + "TN": 32730, + "TP": 0, + "n_pred": 0, + "n_ref": 38 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 32767, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0116.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0116.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0119.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0119.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.037371910789632305, + "FN": 1597, + "FP": 0, + "IoU": 0.019041769041769043, + "TN": 14756, + "TP": 31, + "n_pred": 31, + "n_ref": 1628 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 1327, + "IoU": 0.0, + "TN": 15057, + "TP": 0, + "n_pred": 1327, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0127.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0127.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 406, + "IoU": 0.0, + "TN": 48746, + "TP": 0, + "n_pred": 406, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 5177, + "FP": 0, + "IoU": 0.0, + "TN": 43975, + "TP": 0, + "n_pred": 0, + "n_ref": 5177 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 166, + "IoU": 0.0, + "TN": 48986, + "TP": 0, + "n_pred": 166, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 249, + "IoU": 0.0, + "TN": 48903, + "TP": 0, + "n_pred": 249, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 10977, + "IoU": 0.0, + "TN": 38175, + "TP": 0, + "n_pred": 10977, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 918, + "FP": 0, + "IoU": 0.0, + "TN": 48234, + "TP": 0, + "n_pred": 0, + "n_ref": 918 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0131.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0131.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 16, + "IoU": 0.0, + "TN": 32752, + "TP": 0, + "n_pred": 16, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5235294117647059, + "FN": 142, + "FP": 20, + "IoU": 0.3545816733067729, + "TN": 32517, + "TP": 89, + "n_pred": 109, + "n_ref": 231 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9461493065801121, + "FN": 212, + "FP": 518, + "IoU": 0.8978020439591208, + "TN": 25625, + "TP": 6413, + "n_pred": 6931, + "n_ref": 6625 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 89, + "IoU": 0.0, + "TN": 32679, + "TP": 0, + "n_pred": 89, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0170.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0170.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 6173, + "IoU": 0.0, + "TN": 10211, + "TP": 0, + "n_pred": 6173, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 434, + "IoU": 0.0, + "TN": 15950, + "TP": 0, + "n_pred": 434, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 6641, + "FP": 0, + "IoU": 0.0, + "TN": 9743, + "TP": 0, + "n_pred": 0, + "n_ref": 6641 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 53, + "IoU": 0.0, + "TN": 16331, + "TP": 0, + "n_pred": 53, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 4, + "FP": 473, + "IoU": 0.0, + "TN": 15907, + "TP": 0, + "n_pred": 473, + "n_ref": 4 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0188.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0188.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0274.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0274.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8555937298690144, + "FN": 1863, + "FP": 827, + "IoU": 0.747631109860212, + "TN": 54877, + "TP": 7969, + "n_pred": 8796, + "n_ref": 9832 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8150387800709873, + "FN": 1405, + "FP": 2, + "IoU": 0.6878189483026403, + "TN": 61029, + "TP": 3100, + "n_pred": 3102, + "n_ref": 4505 + }, + "15": { + "Dice": 0.8857403189066059, + "FN": 466, + "FP": 2042, + "IoU": 0.7949137296590073, + "TN": 53307, + "TP": 9721, + "n_pred": 11763, + "n_ref": 10187 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 312, + "IoU": 0.0, + "TN": 65224, + "TP": 0, + "n_pred": 312, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0321.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0321.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 498, + "IoU": 0.0, + "TN": 32270, + "TP": 0, + "n_pred": 498, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 32767, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 456, + "IoU": 0.0, + "TN": 32312, + "TP": 0, + "n_pred": 456, + "n_ref": 0 + }, + "5": { + "Dice": 0.03218790778599391, + "FN": 2223, + "FP": 2, + "IoU": 0.016357206012378427, + "TN": 30506, + "TP": 37, + "n_pred": 39, + "n_ref": 2260 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 5937, + "IoU": 0.0, + "TN": 26831, + "TP": 0, + "n_pred": 5937, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 11284, + "FP": 0, + "IoU": 0.0, + "TN": 21484, + "TP": 0, + "n_pred": 0, + "n_ref": 11284 + }, + "8": { + "Dice": 0.9396373651595135, + "FN": 136, + "FP": 653, + "IoU": 0.8861471861471861, + "TN": 25838, + "TP": 6141, + "n_pred": 6794, + "n_ref": 6277 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 3165, + "IoU": 0.0, + "TN": 29603, + "TP": 0, + "n_pred": 3165, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0361.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0361.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0378.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0378.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1765, + "IoU": 0.0, + "TN": 14619, + "TP": 0, + "n_pred": 1765, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 10035, + "FP": 0, + "IoU": 0.0, + "TN": 6349, + "TP": 0, + "n_pred": 0, + "n_ref": 10035 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 911, + "IoU": 0.0, + "TN": 15473, + "TP": 0, + "n_pred": 911, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 129, + "IoU": 0.0, + "TN": 16255, + "TP": 0, + "n_pred": 129, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 4629, + "IoU": 0.0, + "TN": 11755, + "TP": 0, + "n_pred": 4629, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 139, + "IoU": 0.0, + "TN": 16245, + "TP": 0, + "n_pred": 139, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0403.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0403.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": 0.07592608052112945, + "FN": 359.27619047619044, + "FP": 102.18730158730159, + "IoU": 0.059901299407742165, + "TN": 25933.606349206355, + "TP": 131.40634920634923, + "n_pred": 233.5936507936508, + "n_ref": 490.68253968253964 + }, + "mean": { + "1": { + "Dice": 0.09115274646455324, + "FN": 858.9047619047619, + "FP": 120.57142857142857, + "IoU": 0.062205429902037895, + "TN": 25246.04761904762, + "TP": 300.95238095238096, + "n_pred": 421.5238095238095, + "n_ref": 1159.857142857143 + }, + "10": { + "Dice": 0.0, + "FN": 148.8095238095238, + "FP": 64.52380952380952, + "IoU": 0.0, + "TN": 26313.14285714286, + "TP": 0.0, + "n_pred": 64.52380952380952, + "n_ref": 148.8095238095238 + }, + "11": { + "Dice": 0.006517690875232775, + "FN": 150.71428571428572, + "FP": 47.80952380952381, + "IoU": 0.003291020216267043, + "TN": 26327.285714285714, + "TP": 0.6666666666666666, + "n_pred": 48.476190476190474, + "n_ref": 151.38095238095238 + }, + "12": { + "Dice": 0.0, + "FN": 0.0, + "FP": 8.523809523809524, + "IoU": 0.0, + "TN": 26517.95238095238, + "TP": 0.0, + "n_pred": 8.523809523809524, + "n_ref": 0.0 + }, + "13": { + "Dice": 0.0, + "FN": 373.8095238095238, + "FP": 6.190476190476191, + "IoU": 0.0, + "TN": 26146.47619047619, + "TP": 0.0, + "n_pred": 6.190476190476191, + "n_ref": 373.8095238095238 + }, + "14": { + "Dice": 0.2590847421056624, + "FN": 603.4285714285714, + "FP": 169.47619047619048, + "IoU": 0.21828759067617007, + "TN": 25489.666666666668, + "TP": 263.9047619047619, + "n_pred": 433.3809523809524, + "n_ref": 867.3333333333334 + }, + "15": { + "Dice": 0.31013922856823156, + "FN": 9.80952380952381, + "FP": 404.6666666666667, + "IoU": 0.28996293639406984, + "TN": 25650.04761904762, + "TP": 461.95238095238096, + "n_pred": 866.6190476190476, + "n_ref": 471.76190476190476 + }, + "2": { + "Dice": 0.0556866048862679, + "FN": 155.33333333333334, + "FP": 80.80952380952381, + "IoU": 0.0358226750487752, + "TN": 26227.380952380954, + "TP": 62.95238095238095, + "n_pred": 143.76190476190476, + "n_ref": 218.28571428571428 + }, + "3": { + "Dice": 0.0016718106995884773, + "FN": 375.95238095238096, + "FP": 6.904761904761905, + "IoU": 0.0008387096774193549, + "TN": 26142.380952380954, + "TP": 1.2380952380952381, + "n_pred": 8.142857142857142, + "n_ref": 377.1904761904762 + }, + "4": { + "Dice": 0.0, + "FN": 539.1904761904761, + "FP": 1.619047619047619, + "IoU": 0.0, + "TN": 25985.666666666668, + "TP": 0.0, + "n_pred": 1.619047619047619, + "n_ref": 539.1904761904761 + }, + "5": { + "Dice": 0.0, + "FN": 0.0, + "FP": 1.0476190476190477, + "IoU": 0.0, + "TN": 26525.428571428572, + "TP": 0.0, + "n_pred": 1.0476190476190477, + "n_ref": 0.0 + }, + "6": { + "Dice": 0.2602621976798931, + "FN": 1701.2857142857142, + "FP": 374.57142857142856, + "IoU": 0.18077654071948232, + "TN": 23798.761904761905, + "TP": 651.8571428571429, + "n_pred": 1026.4285714285713, + "n_ref": 2353.1428571428573 + }, + "7": { + "Dice": 0.0, + "FN": 0.0, + "FP": 82.61904761904762, + "IoU": 0.0, + "TN": 26443.85714285714, + "TP": 0.0, + "n_pred": 82.61904761904762, + "n_ref": 0.0 + }, + "8": { + "Dice": 0.0, + "FN": 4.571428571428571, + "FP": 65.80952380952381, + "IoU": 0.0, + "TN": 26456.095238095237, + "TP": 0.0, + "n_pred": 65.80952380952381, + "n_ref": 4.571428571428571 + }, + "9": { + "Dice": 0.15437618653751217, + "FN": 467.3333333333333, + "FP": 97.66666666666667, + "IoU": 0.10733458848191067, + "TN": 25733.904761904763, + "TP": 227.57142857142858, + "n_pred": 325.23809523809524, + "n_ref": 694.9047619047619 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0006.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0006.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6970237278836923, + "FN": 2198, + "FP": 11, + "IoU": 0.5349473684210526, + "TN": 11634, + "TP": 2541, + "n_pred": 2552, + "n_ref": 4739 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0007.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0007.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0011.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0011.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0054.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0054.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0008661758336942399, + "FN": 2307, + "FP": 0, + "IoU": 0.0004332755632582322, + "TN": 30460, + "TP": 1, + "n_pred": 1, + "n_ref": 2308 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 732, + "IoU": 0.0, + "TN": 32036, + "TP": 0, + "n_pred": 732, + "n_ref": 0 + }, + "9": { + "Dice": 0.032080861349154034, + "FN": 4242, + "FP": 163, + "IoU": 0.016301920500223315, + "TN": 28290, + "TP": 73, + "n_pred": 236, + "n_ref": 4315 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0069.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0069.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 189, + "IoU": 0.0, + "TN": 32579, + "TP": 0, + "n_pred": 189, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 681, + "IoU": 0.0, + "TN": 32087, + "TP": 0, + "n_pred": 681, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 156, + "FP": 0, + "IoU": 0.0, + "TN": 32612, + "TP": 0, + "n_pred": 0, + "n_ref": 156 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 3589, + "FP": 0, + "IoU": 0.0, + "TN": 29179, + "TP": 0, + "n_pred": 0, + "n_ref": 3589 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7029424811474198, + "FN": 1848, + "FP": 161, + "IoU": 0.541951664386685, + "TN": 28382, + "TP": 2377, + "n_pred": 2538, + "n_ref": 4225 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 37, + "IoU": 0.0, + "TN": 32731, + "TP": 0, + "n_pred": 37, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0083.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0083.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0133.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0133.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.31396971974659077, + "FN": 12778, + "FP": 0, + "IoU": 0.18621831613807158, + "TN": 682, + "TP": 2924, + "n_pred": 2924, + "n_ref": 15702 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0147.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0147.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0156.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0156.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 993, + "IoU": 0.0, + "TN": 31775, + "TP": 0, + "n_pred": 993, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 514, + "FP": 0, + "IoU": 0.0, + "TN": 32254, + "TP": 0, + "n_pred": 0, + "n_ref": 514 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 25, + "IoU": 0.0, + "TN": 32743, + "TP": 0, + "n_pred": 25, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.38512113843105467, + "FN": 6646, + "FP": 181, + "IoU": 0.2384829894032348, + "TN": 23803, + "TP": 2138, + "n_pred": 2319, + "n_ref": 8784 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 217, + "IoU": 0.0, + "TN": 32551, + "TP": 0, + "n_pred": 217, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0159.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0159.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 332, + "IoU": 0.0, + "TN": 32436, + "TP": 0, + "n_pred": 332, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.019553072625698324, + "FN": 1082, + "FP": 322, + "IoU": 0.009873060648801129, + "TN": 31350, + "TP": 14, + "n_pred": 336, + "n_ref": 1096 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 179, + "IoU": 0.0, + "TN": 32589, + "TP": 0, + "n_pred": 179, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 2339, + "IoU": 0.0, + "TN": 30429, + "TP": 0, + "n_pred": 2339, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.4454928390901432, + "FN": 3262, + "FP": 29, + "IoU": 0.2865814003902016, + "TN": 28155, + "TP": 1322, + "n_pred": 1351, + "n_ref": 4584 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.35647279549718575, + "FN": 3430, + "FP": 0, + "IoU": 0.21689497716894976, + "TN": 28388, + "TP": 950, + "n_pred": 950, + "n_ref": 4380 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 813, + "IoU": 0.0, + "TN": 31955, + "TP": 0, + "n_pred": 813, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 6, + "FP": 0, + "IoU": 0.0, + "TN": 32762, + "TP": 0, + "n_pred": 0, + "n_ref": 6 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0160.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0160.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0181.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0181.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0214.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0214.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 22, + "IoU": 0.0, + "TN": 32746, + "TP": 0, + "n_pred": 22, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0217.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0217.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1297, + "IoU": 0.0, + "TN": 15087, + "TP": 0, + "n_pred": 1297, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 12, + "IoU": 0.0, + "TN": 16372, + "TP": 0, + "n_pred": 12, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 535, + "IoU": 0.0, + "TN": 15849, + "TP": 0, + "n_pred": 535, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 235, + "IoU": 0.0, + "TN": 16149, + "TP": 0, + "n_pred": 235, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 103, + "IoU": 0.0, + "TN": 16281, + "TP": 0, + "n_pred": 103, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 63, + "IoU": 0.0, + "TN": 16321, + "TP": 0, + "n_pred": 63, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0239.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0239.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 147, + "IoU": 0.0, + "TN": 32621, + "TP": 0, + "n_pred": 147, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 6396, + "FP": 118, + "IoU": 0.0, + "TN": 26254, + "TP": 0, + "n_pred": 118, + "n_ref": 6396 + }, + "14": { + "Dice": 0.1537285426367364, + "FN": 12170, + "FP": 7, + "IoU": 0.08326432281864037, + "TN": 19485, + "TP": 1106, + "n_pred": 1113, + "n_ref": 13276 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 7018, + "IoU": 0.0, + "TN": 25750, + "TP": 0, + "n_pred": 7018, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 608, + "IoU": 0.0, + "TN": 32160, + "TP": 0, + "n_pred": 608, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 33, + "IoU": 0.0, + "TN": 32735, + "TP": 0, + "n_pred": 33, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 261, + "IoU": 0.0, + "TN": 32507, + "TP": 0, + "n_pred": 261, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 18, + "IoU": 0.0, + "TN": 32750, + "TP": 0, + "n_pred": 18, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 96, + "FP": 300, + "IoU": 0.0, + "TN": 32372, + "TP": 0, + "n_pred": 300, + "n_ref": 96 + }, + "9": { + "Dice": 0.6639638809545748, + "FN": 2053, + "FP": 1594, + "IoU": 0.49696551724137933, + "TN": 25518, + "TP": 3603, + "n_pred": 5197, + "n_ref": 5656 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0245.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0245.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 26, + "IoU": 0.0, + "TN": 16358, + "TP": 0, + "n_pred": 26, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 2083, + "FP": 1, + "IoU": 0.0, + "TN": 14300, + "TP": 0, + "n_pred": 1, + "n_ref": 2083 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6215454032712916, + "FN": 627, + "FP": 44, + "IoU": 0.4509001636661211, + "TN": 15162, + "TP": 551, + "n_pred": 595, + "n_ref": 1178 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 117, + "IoU": 0.0, + "TN": 16267, + "TP": 0, + "n_pred": 117, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 350, + "IoU": 0.0, + "TN": 16034, + "TP": 0, + "n_pred": 350, + "n_ref": 0 + }, + "9": { + "Dice": 0.38458856345885634, + "FN": 3513, + "FP": 17, + "IoU": 0.23807468163177206, + "TN": 11751, + "TP": 1103, + "n_pred": 1120, + "n_ref": 4616 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0282.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0282.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 61, + "IoU": 0.0, + "TN": 65475, + "TP": 0, + "n_pred": 61, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 784, + "FP": 0, + "IoU": 0.0, + "TN": 64752, + "TP": 0, + "n_pred": 0, + "n_ref": 784 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 205, + "IoU": 0.0, + "TN": 65331, + "TP": 0, + "n_pred": 205, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 7734, + "FP": 0, + "IoU": 0.0, + "TN": 57802, + "TP": 0, + "n_pred": 0, + "n_ref": 7734 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 235, + "IoU": 0.0, + "TN": 65301, + "TP": 0, + "n_pred": 235, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 559, + "IoU": 0.0, + "TN": 64977, + "TP": 0, + "n_pred": 559, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 23, + "IoU": 0.0, + "TN": 65513, + "TP": 0, + "n_pred": 23, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0299.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0299.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5397683397683398, + "FN": 9981, + "FP": 747, + "IoU": 0.36964569011105236, + "TN": 32133, + "TP": 6291, + "n_pred": 7038, + "n_ref": 16272 + }, + "10": { + "Dice": 0.0, + "FN": 3125, + "FP": 0, + "IoU": 0.0, + "TN": 46027, + "TP": 0, + "n_pred": 0, + "n_ref": 3125 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 462, + "IoU": 0.0, + "TN": 48690, + "TP": 0, + "n_pred": 462, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 171, + "FP": 76, + "IoU": 0.0, + "TN": 48905, + "TP": 0, + "n_pred": 76, + "n_ref": 171 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 34, + "IoU": 0.0, + "TN": 49118, + "TP": 0, + "n_pred": 34, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.30546712802768167, + "FN": 5893, + "FP": 4143, + "IoU": 0.18026627460589725, + "TN": 36909, + "TP": 2207, + "n_pred": 6350, + "n_ref": 8100 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 228, + "IoU": 0.0, + "TN": 48924, + "TP": 0, + "n_pred": 228, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0317.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0317.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 95, + "IoU": 0.0, + "TN": 16289, + "TP": 0, + "n_pred": 95, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8826104257859132, + "FN": 502, + "FP": 678, + "IoU": 0.7898860398860399, + "TN": 10768, + "TP": 4436, + "n_pred": 5114, + "n_ref": 4938 + }, + "15": { + "Dice": 0.9304176857046947, + "FN": 206, + "FP": 1245, + "IoU": 0.8698888091822095, + "TN": 5232, + "TP": 9701, + "n_pred": 10946, + "n_ref": 9907 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 15, + "IoU": 0.0, + "TN": 16369, + "TP": 0, + "n_pred": 15, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 36, + "IoU": 0.0, + "TN": 16348, + "TP": 0, + "n_pred": 36, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 47, + "IoU": 0.0, + "TN": 16337, + "TP": 0, + "n_pred": 47, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0358.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0358.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.007148139018979541, + "FN": 8056, + "FP": 0, + "IoU": 0.0035868893011750153, + "TN": 24683, + "TP": 29, + "n_pred": 29, + "n_ref": 8085 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 250, + "IoU": 0.0, + "TN": 32518, + "TP": 0, + "n_pred": 250, + "n_ref": 0 + }, + "3": { + "Dice": 0.006687242798353909, + "FN": 7724, + "FP": 0, + "IoU": 0.0033548387096774194, + "TN": 25018, + "TP": 26, + "n_pred": 26, + "n_ref": 7750 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 2720, + "IoU": 0.0, + "TN": 30048, + "TP": 0, + "n_pred": 2720, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0374.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869182/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0374.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": 0.11578092765555781, + "FN": 331.01113997114, + "FP": 184.1974603174603, + "IoU": 0.08735807755896696, + "TN": 24072.328917748917, + "TP": 151.59321789321788, + "n_pred": 335.7906782106782, + "n_ref": 482.6043578643579 + }, + "mean": { + "1": { + "Dice": 0.12411417822812672, + "FN": 369.23896103896107, + "FP": 317.3943722943723, + "IoU": 0.09285807974798657, + "TN": 23801.025974025975, + "TP": 251.4714285714286, + "n_pred": 568.8658008658009, + "n_ref": 620.7103896103896 + }, + "10": { + "Dice": 0.012399841289684372, + "FN": 348.5601731601732, + "FP": 89.47229437229437, + "IoU": 0.0072953658355383085, + "TN": 24298.034632034633, + "TP": 3.0636363636363635, + "n_pred": 92.53593073593075, + "n_ref": 351.62380952380954 + }, + "11": { + "Dice": 0.07073472281753175, + "FN": 87.03809523809524, + "FP": 54.90562770562771, + "IoU": 0.04654893812257486, + "TN": 24582.60606060606, + "TP": 14.580952380952382, + "n_pred": 69.48658008658009, + "n_ref": 101.61904761904762 + }, + "12": { + "Dice": 0.0, + "FN": 83.04372294372294, + "FP": 17.44761904761905, + "IoU": 0.0, + "TN": 24638.639393939397, + "TP": 0.0, + "n_pred": 17.44761904761905, + "n_ref": 83.04372294372294 + }, + "13": { + "Dice": 0.11840478595302473, + "FN": 235.27316017316016, + "FP": 151.87878787878788, + "IoU": 0.08447466367945869, + "TN": 24262.929004329006, + "TP": 89.04978354978354, + "n_pred": 240.92857142857142, + "n_ref": 324.3229437229437 + }, + "14": { + "Dice": 0.13676083945643253, + "FN": 654.5324675324675, + "FP": 149.84761904761905, + "IoU": 0.11077302792201064, + "TN": 23788.103463203464, + "TP": 146.64718614718615, + "n_pred": 296.4948051948052, + "n_ref": 801.1796536796537 + }, + "15": { + "Dice": 0.1903960172930919, + "FN": 270.62857142857143, + "FP": 163.03549783549784, + "IoU": 0.16088772974548698, + "TN": 24040.50303030303, + "TP": 264.9636363636364, + "n_pred": 427.9991341991342, + "n_ref": 535.5922077922078 + }, + "2": { + "Dice": 0.13185541475340493, + "FN": 370.49783549783547, + "FP": 231.04112554112558, + "IoU": 0.09949527583749827, + "TN": 23996.230303030305, + "TP": 141.36147186147187, + "n_pred": 372.4025974025974, + "n_ref": 511.8593073593073 + }, + "3": { + "Dice": 0.02924146731955445, + "FN": 361.5056277056277, + "FP": 43.312121212121205, + "IoU": 0.015763134539341646, + "TN": 24319.17012987013, + "TP": 15.142857142857144, + "n_pred": 58.45497835497836, + "n_ref": 376.6484848484848 + }, + "4": { + "Dice": 0.08105428799131972, + "FN": 185.94978354978355, + "FP": 18.46753246753247, + "IoU": 0.06635440207183249, + "TN": 24455.67922077922, + "TP": 79.03419913419914, + "n_pred": 97.50173160173159, + "n_ref": 264.9839826839827 + }, + "5": { + "Dice": 0.17132937837579137, + "FN": 208.1064935064935, + "FP": 58.37012987012986, + "IoU": 0.10859121144980662, + "TN": 24425.370562770568, + "TP": 47.28354978354979, + "n_pred": 105.65367965367963, + "n_ref": 255.39004329004328 + }, + "6": { + "Dice": 0.20918641351776218, + "FN": 801.4129870129871, + "FP": 986.5060606060606, + "IoU": 0.16312744400073945, + "TN": 22259.966666666667, + "TP": 691.2450216450218, + "n_pred": 1677.751082251082, + "n_ref": 1492.6580086580084 + }, + "7": { + "Dice": 0.03747545412159363, + "FN": 406.81298701298704, + "FP": 120.93766233766235, + "IoU": 0.025154463876694122, + "TN": 24165.665800865805, + "TP": 45.71428571428571, + "n_pred": 166.65194805194807, + "n_ref": 452.5272727272727 + }, + "8": { + "Dice": 0.2777634455603385, + "FN": 328.4670995670996, + "FP": 69.56320346320345, + "IoU": 0.2205917057466765, + "TN": 24058.664935064935, + "TP": 282.43549783549787, + "n_pred": 351.99870129870135, + "n_ref": 610.9025974025974 + }, + "9": { + "Dice": 0.14599766815571033, + "FN": 254.0991341991342, + "FP": 290.7822510822511, + "IoU": 0.10845572080885912, + "TN": 23992.34458874459, + "TP": 201.90476190476187, + "n_pred": 492.68701298701296, + "n_ref": 456.0038961038961 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/loop_004/summary.json b/nnActive_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/loop_004/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..cfa3e2df826205064ba1bb1a1c0e7638169aad2f --- /dev/null +++ b/nnActive_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/loop_004/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.2920812292246729, + "FN": 95136.88266666666, + "FP": 66983.45999999999, + "IoU": 0.19769157882213226, + "TN": 96203386.84933332, + "TP": 91453.64800000002, + "n_pred": 158437.108, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.44669072007599153, + "FN": 109433.16, + "FP": 73922.98, + "IoU": 0.31043426740708013, + "TN": 96188749.72, + "TP": 84854.98, + "n_pred": 158777.96, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.2776362946884952, + "FN": 54439.98, + "FP": 38878.9, + "IoU": 0.17613593251625684, + "TN": 96343859.38, + "TP": 19782.58, + "n_pred": 58661.48, + "n_ref": 74222.56 + }, + "11": { + "Dice": 0.10800273567249624, + "FN": 3430.5, + "FP": 416.16, + "IoU": 0.06390447879126279, + "TN": 96452844.3, + "TP": 269.88, + "n_pred": 686.04, + "n_ref": 3700.38 + }, + "12": { + "Dice": 0.000698316437602371, + "FN": 4235.66, + "FP": 9.7, + "IoU": 0.00035171662225798165, + "TN": 96452714.48, + "TP": 1.0, + "n_pred": 10.7, + "n_ref": 4236.66 + }, + "13": { + "Dice": 0.09776205883940507, + "FN": 53212.28, + "FP": 15756.38, + "IoU": 0.055735904058368015, + "TN": 96383346.32, + "TP": 4645.86, + "n_pred": 20402.24, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.40993028288741334, + "FN": 84706.74, + "FP": 69711.7, + "IoU": 0.28164809984761147, + "TN": 96248891.0, + "TP": 53651.4, + "n_pred": 123363.1, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.3113143753240601, + "FN": 21843.74, + "FP": 105963.82, + "IoU": 0.19724408428928655, + "TN": 96296949.98, + "TP": 32203.3, + "n_pred": 138167.12, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.25490219594365177, + "FN": 126590.2, + "FP": 39350.8, + "IoU": 0.15372788973488943, + "TN": 96260768.34, + "TP": 30251.5, + "n_pred": 69602.3, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.21607957385657228, + "FN": 127552.76, + "FP": 86384.2, + "IoU": 0.13684457382590978, + "TN": 96207174.06, + "TP": 35849.82, + "n_pred": 122234.02, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.32908287615868276, + "FN": 14553.2, + "FP": 29661.68, + "IoU": 0.223177502784119, + "TN": 96400721.66, + "TP": 12024.3, + "n_pred": 41685.98, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.2604011768796108, + "FN": 13441.68, + "FP": 4187.52, + "IoU": 0.1684460459789787, + "TN": 96435621.16, + "TP": 3710.48, + "n_pred": 7898.0, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.7101001552469716, + "FN": 361173.3, + "FP": 439817.98, + "IoU": 0.5646982793266492, + "TN": 94657919.24, + "TP": 998050.32, + "n_pred": 1437868.3, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.0915822986958007, + "FN": 323228.68, + "FP": 8121.6, + "IoU": 0.050912763351472864, + "TN": 96109914.58, + "TP": 15695.98, + "n_pred": 23817.58, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.5126382609081422, + "FN": 83082.44, + "FP": 31699.32, + "IoU": 0.3595372191399989, + "TN": 96292892.34, + "TP": 49286.74, + "n_pred": 80986.06, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.3543971167551982, + "FN": 46128.92, + "FP": 60869.16, + "IoU": 0.22257492465784184, + "TN": 96318436.18, + "TP": 31526.58, + "n_pred": 92395.74, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.3564795846818433, + "FN": 27869, + "FP": 206162, + "IoU": 0.21690000401536547, + "TN": 119294468, + "TP": 64821, + "n_pred": 270983, + "n_ref": 92690 + }, + "10": { + "Dice": 0.4379739065996991, + "FN": 46079, + "FP": 29006, + "IoU": 0.28038834207071045, + "TN": 119488979, + "TP": 29256, + "n_pred": 58262, + "n_ref": 75335 + }, + "11": { + "Dice": 0.0, + "FN": 3546, + "FP": 113, + "IoU": 0.0, + "TN": 119589661, + "TP": 0, + "n_pred": 113, + "n_ref": 3546 + }, + "12": { + "Dice": 0.0, + "FN": 4465, + "FP": 34, + "IoU": 0.0, + "TN": 119588821, + "TP": 0, + "n_pred": 34, + "n_ref": 4465 + }, + "13": { + "Dice": 0.021792381113269702, + "FN": 52112, + "FP": 5793, + "IoU": 0.011016225448334756, + "TN": 119534770, + "TP": 645, + "n_pred": 6438, + "n_ref": 52757 + }, + "14": { + "Dice": 0.18001899759736267, + "FN": 215267, + "FP": 78237, + "IoU": 0.09891256961457931, + "TN": 119267598, + "TP": 32218, + "n_pred": 110455, + "n_ref": 247485 + }, + "15": { + "Dice": 0.10796354855003772, + "FN": 17260, + "FP": 240576, + "IoU": 0.05706208697369432, + "TN": 119319881, + "TP": 15603, + "n_pred": 256179, + "n_ref": 32863 + }, + "2": { + "Dice": 0.24678131369516454, + "FN": 116704, + "FP": 30374, + "IoU": 0.1407590026406188, + "TN": 119422148, + "TP": 24094, + "n_pred": 54468, + "n_ref": 140798 + }, + "3": { + "Dice": 0.3475107015583156, + "FN": 112698, + "FP": 103903, + "IoU": 0.21029528111681087, + "TN": 119319039, + "TP": 57680, + "n_pred": 161583, + "n_ref": 170378 + }, + "4": { + "Dice": 0.662473604826546, + "FN": 33782, + "FP": 10974, + "IoU": 0.49529759354067526, + "TN": 119504642, + "TP": 43922, + "n_pred": 54896, + "n_ref": 77704 + }, + "5": { + "Dice": 0.01679490880791294, + "FN": 63595, + "FP": 14734, + "IoU": 0.008468568824527203, + "TN": 119514322, + "TP": 669, + "n_pred": 15403, + "n_ref": 64264 + }, + "6": { + "Dice": 0.7892197423764131, + "FN": 230515, + "FP": 277684, + "IoU": 0.6518273959351009, + "TN": 118133702, + "TP": 951419, + "n_pred": 1229103, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 16537, + "IoU": 0.0, + "TN": 119576783, + "TP": 0, + "n_pred": 16537, + "n_ref": 0 + }, + "8": { + "Dice": 0.05874388728493444, + "FN": 277002, + "FP": 27500, + "IoU": 0.030260761009413894, + "TN": 119279316, + "TP": 9502, + "n_pred": 37002, + "n_ref": 286504 + }, + "9": { + "Dice": 0.3878675762130497, + "FN": 41310, + "FP": 69871, + "IoU": 0.24059287592636863, + "TN": 119446915, + "TP": 35224, + "n_pred": 105095, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6925001682399653, + "FN": 75369, + "FP": 25157, + "IoU": 0.5296369081040614, + "TN": 72611940, + "TP": 113194, + "n_pred": 138351, + "n_ref": 188563 + }, + "10": { + "Dice": 0.6637629282354246, + "FN": 26543, + "FP": 15915, + "IoU": 0.49674039304933265, + "TN": 72741294, + "TP": 41908, + "n_pred": 57823, + "n_ref": 68451 + }, + "11": { + "Dice": 0.15943641082684465, + "FN": 2032, + "FP": 235, + "IoU": 0.08662369057211926, + "TN": 72823178, + "TP": 215, + "n_pred": 450, + "n_ref": 2247 + }, + "12": { + "Dice": 0.0, + "FN": 2874, + "FP": 0, + "IoU": 0.0, + "TN": 72822786, + "TP": 0, + "n_pred": 0, + "n_ref": 2874 + }, + "13": { + "Dice": 0.0013119707390768496, + "FN": 50150, + "FP": 90, + "IoU": 0.0006564159688102958, + "TN": 72775387, + "TP": 33, + "n_pred": 123, + "n_ref": 50183 + }, + "14": { + "Dice": 0.6083253194120072, + "FN": 28180, + "FP": 34542, + "IoU": 0.43711747285291214, + "TN": 72714230, + "TP": 48708, + "n_pred": 83250, + "n_ref": 76888 + }, + "15": { + "Dice": 0.41146991667408, + "FN": 14729, + "FP": 64659, + "IoU": 0.25902557401530707, + "TN": 72718520, + "TP": 27752, + "n_pred": 92411, + "n_ref": 42481 + }, + "2": { + "Dice": 0.21955944825080975, + "FN": 114084, + "FP": 40604, + "IoU": 0.12331748343695274, + "TN": 72649213, + "TP": 21759, + "n_pred": 62363, + "n_ref": 135843 + }, + "3": { + "Dice": 0.5005088035249069, + "FN": 55583, + "FP": 87254, + "IoU": 0.3337857565962845, + "TN": 72611259, + "TP": 71564, + "n_pred": 158818, + "n_ref": 127147 + }, + "4": { + "Dice": 0.5269835870397143, + "FN": 11518, + "FP": 16293, + "IoU": 0.35775812299378795, + "TN": 72782357, + "TP": 15492, + "n_pred": 31785, + "n_ref": 27010 + }, + "5": { + "Dice": 0.37412968710678635, + "FN": 6409, + "FP": 1052, + "IoU": 0.2301104117222165, + "TN": 72815969, + "TP": 2230, + "n_pred": 3282, + "n_ref": 8639 + }, + "6": { + "Dice": 0.7837433203328122, + "FN": 234879, + "FP": 302026, + "IoU": 0.6443897356824985, + "TN": 71315847, + "TP": 972908, + "n_pred": 1274934, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.021462394188045276, + "FN": 236234, + "FP": 5136, + "IoU": 0.01084760487998787, + "TN": 72581643, + "TP": 2647, + "n_pred": 7783, + "n_ref": 238881 + }, + "8": { + "Dice": 0.5251641537520205, + "FN": 29441, + "FP": 22554, + "IoU": 0.35608312280180315, + "TN": 72744912, + "TP": 28753, + "n_pred": 51307, + "n_ref": 58194 + }, + "9": { + "Dice": 0.29107210988172455, + "FN": 55098, + "FP": 56388, + "IoU": 0.1703243955258869, + "TN": 72691287, + "TP": 22887, + "n_pred": 79275, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5878650247270001, + "FN": 136950, + "FP": 35641, + "IoU": 0.4162952090421466, + "TN": 71513806, + "TP": 123091, + "n_pred": 158732, + "n_ref": 260041 + }, + "10": { + "Dice": 0.4111957637650619, + "FN": 63278, + "FP": 23898, + "IoU": 0.25880832539790505, + "TN": 71691872, + "TP": 30440, + "n_pred": 54338, + "n_ref": 93718 + }, + "11": { + "Dice": 0.004092071611253197, + "FN": 3361, + "FP": 533, + "IoU": 0.0020502306509482316, + "TN": 71805586, + "TP": 8, + "n_pred": 541, + "n_ref": 3369 + }, + "12": { + "Dice": 0.0, + "FN": 6509, + "FP": 0, + "IoU": 0.0, + "TN": 71802979, + "TP": 0, + "n_pred": 0, + "n_ref": 6509 + }, + "13": { + "Dice": 0.3115559981133064, + "FN": 49039, + "FP": 16642, + "IoU": 0.1845225531703562, + "TN": 71728945, + "TP": 14862, + "n_pred": 31504, + "n_ref": 63901 + }, + "14": { + "Dice": 0.3556987996271901, + "FN": 408442, + "FP": 3568, + "IoU": 0.21632216746332306, + "TN": 71283749, + "TP": 113729, + "n_pred": 117297, + "n_ref": 522171 + }, + "15": { + "Dice": 0.3033713820702213, + "FN": 132013, + "FP": 91416, + "IoU": 0.17880836080697152, + "TN": 71537409, + "TP": 48650, + "n_pred": 140066, + "n_ref": 180663 + }, + "2": { + "Dice": 0.28750644187587426, + "FN": 117585, + "FP": 27582, + "IoU": 0.16788760489750998, + "TN": 71635032, + "TP": 29289, + "n_pred": 56871, + "n_ref": 146874 + }, + "3": { + "Dice": 0.45221144913179384, + "FN": 96892, + "FP": 116556, + "IoU": 0.29216616758027664, + "TN": 71507937, + "TP": 88103, + "n_pred": 204659, + "n_ref": 184995 + }, + "4": { + "Dice": 0.33163257847107497, + "FN": 2633, + "FP": 43084, + "IoU": 0.198776704814315, + "TN": 71752429, + "TP": 11342, + "n_pred": 54426, + "n_ref": 13975 + }, + "5": { + "Dice": 0.6216751726208346, + "FN": 5166, + "FP": 1135, + "IoU": 0.4510367659871058, + "TN": 71798010, + "TP": 5177, + "n_pred": 6312, + "n_ref": 10343 + }, + "6": { + "Dice": 0.7792566746452295, + "FN": 140468, + "FP": 487113, + "IoU": 0.6383460457740067, + "TN": 70074180, + "TP": 1107727, + "n_pred": 1594840, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.2373674615871126, + "FN": 203239, + "FP": 1749, + "IoU": 0.13466644715457451, + "TN": 71572599, + "TP": 31901, + "n_pred": 33650, + "n_ref": 235140 + }, + "8": { + "Dice": 0.7041634788617686, + "FN": 24171, + "FP": 23777, + "IoU": 0.5434045632880051, + "TN": 71704476, + "TP": 57064, + "n_pred": 80841, + "n_ref": 81235 + }, + "9": { + "Dice": 0.5183449376513759, + "FN": 42036, + "FP": 43675, + "IoU": 0.34984184296561505, + "TN": 71677657, + "TP": 46120, + "n_pred": 89795, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5518043955244687, + "FN": 54874, + "FP": 203937, + "IoU": 0.38102891199169636, + "TN": 135027379, + "TP": 159320, + "n_pred": 363257, + "n_ref": 214194 + }, + "10": { + "Dice": 0.3903255492925342, + "FN": 51204, + "FP": 54794, + "IoU": 0.24248726139685126, + "TN": 135305581, + "TP": 33931, + "n_pred": 88725, + "n_ref": 85135 + }, + "11": { + "Dice": 0.010629816635663035, + "FN": 3527, + "FP": 196, + "IoU": 0.0053433075073470475, + "TN": 135441767, + "TP": 20, + "n_pred": 216, + "n_ref": 3547 + }, + "12": { + "Dice": 0.0, + "FN": 5508, + "FP": 0, + "IoU": 0.0, + "TN": 135440002, + "TP": 0, + "n_pred": 0, + "n_ref": 5508 + }, + "13": { + "Dice": 0.16206717614869326, + "FN": 33702, + "FP": 37348, + "IoU": 0.08817905314356848, + "TN": 135367589, + "TP": 6871, + "n_pred": 44219, + "n_ref": 40573 + }, + "14": { + "Dice": 0.7113825496160701, + "FN": 36844, + "FP": 49306, + "IoU": 0.5520509980709335, + "TN": 135253189, + "TP": 106171, + "n_pred": 155477, + "n_ref": 143015 + }, + "15": { + "Dice": 0.30876723933580225, + "FN": 11571, + "FP": 166306, + "IoU": 0.1825693343443395, + "TN": 135227905, + "TP": 39728, + "n_pred": 206034, + "n_ref": 51299 + }, + "2": { + "Dice": 0.04816873079280875, + "FN": 203528, + "FP": 34031, + "IoU": 0.024678737118692777, + "TN": 135201940, + "TP": 6011, + "n_pred": 40042, + "n_ref": 209539 + }, + "3": { + "Dice": 0.2990051504780963, + "FN": 161119, + "FP": 147154, + "IoU": 0.1757825137225649, + "TN": 135071491, + "TP": 65746, + "n_pred": 212900, + "n_ref": 226865 + }, + "4": { + "Dice": 0.6855039344373023, + "FN": 6394, + "FP": 21543, + "IoU": 0.5214956152370512, + "TN": 135387126, + "TP": 30447, + "n_pred": 51990, + "n_ref": 36841 + }, + "5": { + "Dice": 0.3531658101928245, + "FN": 20553, + "FP": 6887, + "IoU": 0.21445134694111248, + "TN": 135410579, + "TP": 7491, + "n_pred": 14378, + "n_ref": 28044 + }, + "6": { + "Dice": 0.824801142662417, + "FN": 328736, + "FP": 237831, + "IoU": 0.7018396397448913, + "TN": 133545301, + "TP": 1333642, + "n_pred": 1571473, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.28409212905996317, + "FN": 164569, + "FP": 8811, + "IoU": 0.16556374259436618, + "TN": 135237729, + "TP": 34401, + "n_pred": 43212, + "n_ref": 198970 + }, + "8": { + "Dice": 0.23028979548493025, + "FN": 247341, + "FP": 35342, + "IoU": 0.1301285345461595, + "TN": 135120539, + "TP": 42288, + "n_pred": 77630, + "n_ref": 289629 + }, + "9": { + "Dice": 0.40138612797507117, + "FN": 60679, + "FP": 50741, + "IoU": 0.25108385145353723, + "TN": 135296735, + "TP": 37355, + "n_pred": 88096, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.18005891821301667, + "FN": 226570, + "FP": 43412, + "IoU": 0.09893667438740296, + "TN": 105454379, + "TP": 29644, + "n_pred": 73056, + "n_ref": 256214 + }, + "10": { + "Dice": 0.10901932712956335, + "FN": 54393, + "FP": 45183, + "IoU": 0.05765226937199531, + "TN": 105648337, + "TP": 6092, + "n_pred": 51275, + "n_ref": 60485 + }, + "11": { + "Dice": 0.1306532663316583, + "FN": 2248, + "FP": 693, + "IoU": 0.06989247311827956, + "TN": 105750843, + "TP": 221, + "n_pred": 914, + "n_ref": 2469 + }, + "12": { + "Dice": 0.0, + "FN": 4404, + "FP": 0, + "IoU": 0.0, + "TN": 105749601, + "TP": 0, + "n_pred": 0, + "n_ref": 4404 + }, + "13": { + "Dice": 0.01329093572474901, + "FN": 80344, + "FP": 2507, + "IoU": 0.006689925547602777, + "TN": 105670596, + "TP": 558, + "n_pred": 3065, + "n_ref": 80902 + }, + "14": { + "Dice": 0.42942681227175694, + "FN": 136048, + "FP": 25661, + "IoU": 0.2734204401470152, + "TN": 105531443, + "TP": 60853, + "n_pred": 86514, + "n_ref": 196901 + }, + "15": { + "Dice": 0.37031040754732064, + "FN": 9405, + "FP": 53603, + "IoU": 0.22722757098178697, + "TN": 105672470, + "TP": 18527, + "n_pred": 72130, + "n_ref": 27932 + }, + "2": { + "Dice": 0.3700738630857326, + "FN": 108975, + "FP": 40526, + "IoU": 0.2270494685031228, + "TN": 105560589, + "TP": 43915, + "n_pred": 84441, + "n_ref": 152890 + }, + "3": { + "Dice": 0.022978847906734236, + "FN": 168397, + "FP": 92070, + "IoU": 0.011622965127309984, + "TN": 105490475, + "TP": 3063, + "n_pred": 95133, + "n_ref": 171460 + }, + "4": { + "Dice": 0.20027557297832288, + "FN": 30534, + "FP": 51884, + "IoU": 0.11128124393452522, + "TN": 105661267, + "TP": 10320, + "n_pred": 62204, + "n_ref": 40854 + }, + "5": { + "Dice": 0.3242759299879135, + "FN": 8743, + "FP": 6352, + "IoU": 0.19351391782871186, + "TN": 105735288, + "TP": 3622, + "n_pred": 9974, + "n_ref": 12365 + }, + "6": { + "Dice": 0.7201673931657736, + "FN": 498728, + "FP": 307838, + "IoU": 0.5627043640864631, + "TN": 103909564, + "TP": 1037875, + "n_pred": 1345713, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.1108777622339164, + "FN": 252253, + "FP": 6422, + "IoU": 0.058692741008136706, + "TN": 105479201, + "TP": 16129, + "n_pred": 22551, + "n_ref": 268382 + }, + "8": { + "Dice": 0.7446197758712962, + "FN": 19797, + "FP": 27444, + "IoU": 0.5931428276147168, + "TN": 105637893, + "TP": 68871, + "n_pred": 96315, + "n_ref": 88668 + }, + "9": { + "Dice": 0.3600525624178712, + "FN": 46859, + "FP": 52489, + "IoU": 0.21955128205128205, + "TN": 105626709, + "TP": 27948, + "n_pred": 80437, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.2832313831265306, + "FN": 176808, + "FP": 210108, + "IoU": 0.16497935734772673, + "TN": 96674519, + "TP": 76445, + "n_pred": 286553, + "n_ref": 253253 + }, + "10": { + "Dice": 0.46342599059458955, + "FN": 62809, + "FP": 52431, + "IoU": 0.301596921305415, + "TN": 96972875, + "TP": 49765, + "n_pred": 102196, + "n_ref": 112574 + }, + "11": { + "Dice": 0.46334548400162007, + "FN": 2417, + "FP": 233, + "IoU": 0.30152872957301, + "TN": 97134086, + "TP": 1144, + "n_pred": 1377, + "n_ref": 3561 + }, + "12": { + "Dice": 0.0, + "FN": 4518, + "FP": 0, + "IoU": 0.0, + "TN": 97133362, + "TP": 0, + "n_pred": 0, + "n_ref": 4518 + }, + "13": { + "Dice": 0.2308735272169261, + "FN": 38914, + "FP": 34263, + "IoU": 0.1305014258555133, + "TN": 97053720, + "TP": 10983, + "n_pred": 45246, + "n_ref": 49897 + }, + "14": { + "Dice": 0.6727581801390213, + "FN": 106754, + "FP": 46673, + "IoU": 0.5068844049907115, + "TN": 96826742, + "TP": 157711, + "n_pred": 204384, + "n_ref": 264465 + }, + "15": { + "Dice": 0.10713252105461175, + "FN": 7565, + "FP": 239245, + "IoU": 0.056598003952342546, + "TN": 96876263, + "TP": 14807, + "n_pred": 254052, + "n_ref": 22372 + }, + "2": { + "Dice": 0.29726640892860073, + "FN": 110822, + "FP": 17689, + "IoU": 0.17458186676258253, + "TN": 96982188, + "TP": 27181, + "n_pred": 44870, + "n_ref": 138003 + }, + "3": { + "Dice": 0.012407780013413815, + "FN": 157020, + "FP": 72690, + "IoU": 0.006242618525392272, + "TN": 96906727, + "TP": 1443, + "n_pred": 74133, + "n_ref": 158463 + }, + "4": { + "Dice": 0.558710876975519, + "FN": 4959, + "FP": 30642, + "IoU": 0.3876466338711342, + "TN": 97079742, + "TP": 22537, + "n_pred": 53179, + "n_ref": 27496 + }, + "5": { + "Dice": 0.4862528234286159, + "FN": 8390, + "FP": 4802, + "IoU": 0.3212245948031901, + "TN": 97118445, + "TP": 6243, + "n_pred": 11045, + "n_ref": 14633 + }, + "6": { + "Dice": 0.7367097953899852, + "FN": 353908, + "FP": 465533, + "IoU": 0.5831675039524364, + "TN": 95172004, + "TP": 1146435, + "n_pred": 1611968, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.21554598161153143, + "FN": 223281, + "FP": 2135, + "IoU": 0.12079099791329447, + "TN": 96881495, + "TP": 30969, + "n_pred": 33104, + "n_ref": 254250 + }, + "8": { + "Dice": 0.6359673407001318, + "FN": 46504, + "FP": 46858, + "IoU": 0.4662405525000858, + "TN": 96962966, + "TP": 81552, + "n_pred": 128410, + "n_ref": 128056 + }, + "9": { + "Dice": 0.3444751412197046, + "FN": 22508, + "FP": 152839, + "IoU": 0.20807609103103167, + "TN": 96916461, + "TP": 46072, + "n_pred": 198911, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5486124789007419, + "FN": 43989, + "FP": 169144, + "IoU": 0.3779917292421196, + "TN": 130424139, + "TP": 129520, + "n_pred": 298664, + "n_ref": 173509 + }, + "10": { + "Dice": 0.4095965631045863, + "FN": 48455, + "FP": 34551, + "IoU": 0.2575425540478895, + "TN": 130654993, + "TP": 28793, + "n_pred": 63344, + "n_ref": 77248 + }, + "11": { + "Dice": 0.07772511848341232, + "FN": 3885, + "FP": 7, + "IoU": 0.04043392504930966, + "TN": 130762736, + "TP": 164, + "n_pred": 171, + "n_ref": 4049 + }, + "12": { + "Dice": 0.0, + "FN": 3328, + "FP": 0, + "IoU": 0.0, + "TN": 130763464, + "TP": 0, + "n_pred": 0, + "n_ref": 3328 + }, + "13": { + "Dice": 0.010288641116541227, + "FN": 60907, + "FP": 27592, + "IoU": 0.005170921435717578, + "TN": 130677833, + "TP": 460, + "n_pred": 28052, + "n_ref": 61367 + }, + "14": { + "Dice": 0.6992351116779583, + "FN": 61017, + "FP": 23642, + "IoU": 0.5375568774615036, + "TN": 130583723, + "TP": 98410, + "n_pred": 122052, + "n_ref": 159427 + }, + "15": { + "Dice": 0.24499637746785002, + "FN": 7148, + "FP": 126240, + "IoU": 0.13959878733148423, + "TN": 130611762, + "TP": 21642, + "n_pred": 147882, + "n_ref": 28790 + }, + "2": { + "Dice": 0.1339028136825147, + "FN": 153822, + "FP": 7997, + "IoU": 0.07175554127850947, + "TN": 130592464, + "TP": 12509, + "n_pred": 20506, + "n_ref": 166331 + }, + "3": { + "Dice": 0.30793962463471064, + "FN": 112415, + "FP": 128667, + "IoU": 0.18199092013382284, + "TN": 130472074, + "TP": 53636, + "n_pred": 182303, + "n_ref": 166051 + }, + "4": { + "Dice": 0.43604861820218055, + "FN": 16698, + "FP": 17544, + "IoU": 0.2788121314237574, + "TN": 130719312, + "TP": 13238, + "n_pred": 30782, + "n_ref": 29936 + }, + "5": { + "Dice": 0.44138309549945115, + "FN": 19246, + "FP": 11288, + "IoU": 0.28318895696880064, + "TN": 130724195, + "TP": 12063, + "n_pred": 23351, + "n_ref": 31309 + }, + "6": { + "Dice": 0.7119953462870592, + "FN": 272261, + "FP": 589207, + "IoU": 0.5527894206240519, + "TN": 128840478, + "TP": 1064846, + "n_pred": 1654053, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.031542370635677074, + "FN": 438173, + "FP": 15009, + "IoU": 0.01602390123371012, + "TN": 130306230, + "TP": 7380, + "n_pred": 22389, + "n_ref": 445553 + }, + "8": { + "Dice": 0.2930376111264885, + "FN": 180989, + "FP": 56544, + "IoU": 0.17167197885354404, + "TN": 130480030, + "TP": 49229, + "n_pred": 105773, + "n_ref": 230218 + }, + "9": { + "Dice": 0.37401067917560754, + "FN": 64555, + "FP": 60887, + "IoU": 0.23002037860001473, + "TN": 130603876, + "TP": 37474, + "n_pred": 98361, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.47490198276548734, + "FN": 120355, + "FP": 57638, + "IoU": 0.3113911220123645, + "TN": 71977526, + "TP": 80489, + "n_pred": 138127, + "n_ref": 200844 + }, + "10": { + "Dice": 0.03063373171927733, + "FN": 59477, + "FP": 142157, + "IoU": 0.015555121570159165, + "TN": 72031188, + "TP": 3186, + "n_pred": 145343, + "n_ref": 62663 + }, + "11": { + "Dice": 0.0, + "FN": 2687, + "FP": 1167, + "IoU": 0.0, + "TN": 72232154, + "TP": 0, + "n_pred": 1167, + "n_ref": 2687 + }, + "12": { + "Dice": 0.0, + "FN": 4071, + "FP": 0, + "IoU": 0.0, + "TN": 72231937, + "TP": 0, + "n_pred": 0, + "n_ref": 4071 + }, + "13": { + "Dice": 0.006312641896007531, + "FN": 70096, + "FP": 37574, + "IoU": 0.0031663148539051215, + "TN": 72127996, + "TP": 342, + "n_pred": 37916, + "n_ref": 70438 + }, + "14": { + "Dice": 0.08846754464739946, + "FN": 53847, + "FP": 358255, + "IoU": 0.04628095348299005, + "TN": 71803908, + "TP": 19998, + "n_pred": 378253, + "n_ref": 73845 + }, + "15": { + "Dice": 0.26819738045392366, + "FN": 10573, + "FP": 86254, + "IoU": 0.15486602077332634, + "TN": 72121438, + "TP": 17743, + "n_pred": 103997, + "n_ref": 28316 + }, + "2": { + "Dice": 0.06091248921690789, + "FN": 119669, + "FP": 115471, + "IoU": 0.031412965571785176, + "TN": 71993242, + "TP": 7626, + "n_pred": 123097, + "n_ref": 127295 + }, + "3": { + "Dice": 0.07828488333311098, + "FN": 159444, + "FP": 47823, + "IoU": 0.040736986795884646, + "TN": 72019939, + "TP": 8802, + "n_pred": 56625, + "n_ref": 168246 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 65202, + "IoU": 0.0, + "TN": 72170806, + "TP": 0, + "n_pred": 65202, + "n_ref": 0 + }, + "5": { + "Dice": 0.6766655507197857, + "FN": 3174, + "FP": 1655, + "IoU": 0.5113337381096944, + "TN": 72226126, + "TP": 5053, + "n_pred": 6708, + "n_ref": 8227 + }, + "6": { + "Dice": 0.4653589071681, + "FN": 548028, + "FP": 1666480, + "IoU": 0.30323631326029793, + "TN": 69057731, + "TP": 963769, + "n_pred": 2630249, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.021539948838548144, + "FN": 335295, + "FP": 25019, + "IoU": 0.010887229603601625, + "TN": 71871728, + "TP": 3966, + "n_pred": 28985, + "n_ref": 339261 + }, + "8": { + "Dice": 0.5760105099833517, + "FN": 16719, + "FP": 58155, + "IoU": 0.40450474811904497, + "TN": 72110274, + "TP": 50860, + "n_pred": 109015, + "n_ref": 67579 + }, + "9": { + "Dice": 0.15951730996415867, + "FN": 37670, + "FP": 88257, + "IoU": 0.08667145354192506, + "TN": 72098131, + "TP": 11950, + "n_pred": 100207, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.07429447471857792, + "FN": 81214, + "FP": 112613, + "IoU": 0.03858039235138017, + "TN": 52351515, + "TP": 7778, + "n_pred": 120391, + "n_ref": 88992 + }, + "10": { + "Dice": 0.0003930354124906654, + "FN": 47174, + "FP": 3692, + "IoU": 0.0001965563330450507, + "TN": 52502244, + "TP": 10, + "n_pred": 3702, + "n_ref": 47184 + }, + "11": { + "Dice": 0.0, + "FN": 2042, + "FP": 795, + "IoU": 0.0, + "TN": 52550283, + "TP": 0, + "n_pred": 795, + "n_ref": 2042 + }, + "12": { + "Dice": 0.0, + "FN": 4066, + "FP": 113, + "IoU": 0.0, + "TN": 52548941, + "TP": 0, + "n_pred": 113, + "n_ref": 4066 + }, + "13": { + "Dice": 0.0, + "FN": 21615, + "FP": 12, + "IoU": 0.0, + "TN": 52531493, + "TP": 0, + "n_pred": 12, + "n_ref": 21615 + }, + "14": { + "Dice": 0.020687154097223315, + "FN": 55181, + "FP": 6928, + "IoU": 0.01045168485620967, + "TN": 52490355, + "TP": 656, + "n_pred": 7584, + "n_ref": 55837 + }, + "15": { + "Dice": 0.24213122122474762, + "FN": 15303, + "FP": 47084, + "IoU": 0.13774135142979557, + "TN": 52480767, + "TP": 9966, + "n_pred": 57050, + "n_ref": 25269 + }, + "2": { + "Dice": 0.030440983958890996, + "FN": 132739, + "FP": 16130, + "IoU": 0.015455735883496687, + "TN": 52401914, + "TP": 2337, + "n_pred": 18467, + "n_ref": 135076 + }, + "3": { + "Dice": 0.3584745172939075, + "FN": 96734, + "FP": 69194, + "IoU": 0.2183788927254142, + "TN": 52340833, + "TP": 46359, + "n_pred": 115553, + "n_ref": 143093 + }, + "4": { + "Dice": 0.0, + "FN": 1880, + "FP": 0, + "IoU": 0.0, + "TN": 52551240, + "TP": 0, + "n_pred": 0, + "n_ref": 1880 + }, + "5": { + "Dice": 0.3010611817109917, + "FN": 5133, + "FP": 202, + "IoU": 0.1772054287476866, + "TN": 52546636, + "TP": 1149, + "n_pred": 1351, + "n_ref": 6282 + }, + "6": { + "Dice": 0.43735389093937055, + "FN": 512310, + "FP": 157981, + "IoU": 0.27988031864891144, + "TN": 51622315, + "TP": 260514, + "n_pred": 418495, + "n_ref": 772824 + }, + "7": { + "Dice": 0.0, + "FN": 193064, + "FP": 440, + "IoU": 0.0, + "TN": 52359616, + "TP": 0, + "n_pred": 440, + "n_ref": 193064 + }, + "8": { + "Dice": 0.5291531839550644, + "FN": 33531, + "FP": 12741, + "IoU": 0.3597609065626167, + "TN": 52480847, + "TP": 26001, + "n_pred": 38742, + "n_ref": 59532 + }, + "9": { + "Dice": 0.42433236668155766, + "FN": 50069, + "FP": 25960, + "IoU": 0.26930321960595865, + "TN": 52449070, + "TP": 28021, + "n_pred": 53981, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5201582122629894, + "FN": 123733, + "FP": 188049, + "IoU": 0.3514958264953585, + "TN": 143656479, + "TP": 168989, + "n_pred": 357038, + "n_ref": 292722 + }, + "10": { + "Dice": 0.26191371456398055, + "FN": 77034, + "FP": 42705, + "IoU": 0.15069085853713896, + "TN": 143996266, + "TP": 21245, + "n_pred": 63950, + "n_ref": 98279 + }, + "11": { + "Dice": 0.11607615018508725, + "FN": 6180, + "FP": 506, + "IoU": 0.0616140350877193, + "TN": 144130125, + "TP": 439, + "n_pred": 945, + "n_ref": 6619 + }, + "12": { + "Dice": 0.0, + "FN": 5646, + "FP": 0, + "IoU": 0.0, + "TN": 144131604, + "TP": 0, + "n_pred": 0, + "n_ref": 5646 + }, + "13": { + "Dice": 0.06761268163413352, + "FN": 99734, + "FP": 26225, + "IoU": 0.034989197554510215, + "TN": 144006724, + "TP": 4567, + "n_pred": 30792, + "n_ref": 104301 + }, + "14": { + "Dice": 0.40023098706816607, + "FN": 305437, + "FP": 8226, + "IoU": 0.25018048470302495, + "TN": 143718932, + "TP": 104655, + "n_pred": 112881, + "n_ref": 410092 + }, + "15": { + "Dice": 0.28960146328125735, + "FN": 7308, + "FP": 68039, + "IoU": 0.1693181191775536, + "TN": 144046545, + "TP": 15358, + "n_pred": 83397, + "n_ref": 22666 + }, + "2": { + "Dice": 0.35337800657241747, + "FN": 103680, + "FP": 22055, + "IoU": 0.21460785048597056, + "TN": 143977158, + "TP": 34357, + "n_pred": 56412, + "n_ref": 138037 + }, + "3": { + "Dice": 0.5434464584523201, + "FN": 65724, + "FP": 116534, + "IoU": 0.3731043473176235, + "TN": 143846519, + "TP": 108473, + "n_pred": 225007, + "n_ref": 174197 + }, + "4": { + "Dice": 0.5370180971050313, + "FN": 13365, + "FP": 51821, + "IoU": 0.3670709091085629, + "TN": 144034259, + "TP": 37805, + "n_pred": 89626, + "n_ref": 51170 + }, + "5": { + "Dice": 0.4685098424103257, + "FN": 19482, + "FP": 9219, + "IoU": 0.3059176319798796, + "TN": 144095899, + "TP": 12650, + "n_pred": 21869, + "n_ref": 32132 + }, + "6": { + "Dice": 0.7469122477418989, + "FN": 93931, + "FP": 763116, + "IoU": 0.5960574160875334, + "TN": 142015545, + "TP": 1264658, + "n_pred": 2027774, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.1600895263523409, + "FN": 226816, + "FP": 6601, + "IoU": 0.08700941086277976, + "TN": 143881588, + "TP": 22245, + "n_pred": 28846, + "n_ref": 249061 + }, + "8": { + "Dice": 0.5019687097111397, + "FN": 135478, + "FP": 50331, + "IoU": 0.3350855973204317, + "TN": 143857802, + "TP": 93639, + "n_pred": 143970, + "n_ref": 229117 + }, + "9": { + "Dice": 0.3062361588842294, + "FN": 68463, + "FP": 49327, + "IoU": 0.18080215874870467, + "TN": 143993463, + "TP": 25997, + "n_pred": 75324, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.649049626942606, + "FN": 70782, + "FP": 84111, + "IoU": 0.48043928177295947, + "TN": 111480797, + "TP": 143230, + "n_pred": 227341, + "n_ref": 214012 + }, + "10": { + "Dice": 0.20605113081173274, + "FN": 40203, + "FP": 4486, + "IoU": 0.11485897639042941, + "TN": 111728432, + "TP": 5799, + "n_pred": 10285, + "n_ref": 46002 + }, + "11": { + "Dice": 0.11832412523020258, + "FN": 3538, + "FP": 292, + "IoU": 0.0628823097626621, + "TN": 111774833, + "TP": 257, + "n_pred": 549, + "n_ref": 3795 + }, + "12": { + "Dice": 0.0, + "FN": 4660, + "FP": 3, + "IoU": 0.0, + "TN": 111774257, + "TP": 0, + "n_pred": 3, + "n_ref": 4660 + }, + "13": { + "Dice": 0.09860182182151114, + "FN": 49766, + "FP": 8321, + "IoU": 0.051857534604335336, + "TN": 111717656, + "TP": 3177, + "n_pred": 11498, + "n_ref": 52943 + }, + "14": { + "Dice": 0.7398761290586114, + "FN": 19524, + "FP": 31421, + "IoU": 0.587145554592089, + "TN": 111655523, + "TP": 72452, + "n_pred": 103873, + "n_ref": 91976 + }, + "15": { + "Dice": 0.11565344194700056, + "FN": 2682, + "FP": 120427, + "IoU": 0.06137588728184875, + "TN": 111647761, + "TP": 8050, + "n_pred": 128477, + "n_ref": 10732 + }, + "2": { + "Dice": 0.1605081272354671, + "FN": 187394, + "FP": 10465, + "IoU": 0.08725677433640566, + "TN": 111562146, + "TP": 18915, + "n_pred": 29380, + "n_ref": 206309 + }, + "3": { + "Dice": 0.16163413700727133, + "FN": 46545, + "FP": 128707, + "IoU": 0.08792272542753947, + "TN": 111586774, + "TP": 16894, + "n_pred": 145601, + "n_ref": 63439 + }, + "4": { + "Dice": 0.7301846430984013, + "FN": 5708, + "FP": 3878, + "IoU": 0.5750321407988651, + "TN": 111756363, + "TP": 12971, + "n_pred": 16849, + "n_ref": 18679 + }, + "5": { + "Dice": 0.19881141817945636, + "FN": 23355, + "FP": 1316, + "IoU": 0.11037790278378769, + "TN": 111751188, + "TP": 3061, + "n_pred": 4377, + "n_ref": 26416 + }, + "6": { + "Dice": 0.73546879843445, + "FN": 492128, + "FP": 42088, + "IoU": 0.5816138008488083, + "TN": 110502071, + "TP": 742633, + "n_pred": 784721, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.005137181470324839, + "FN": 237761, + "FP": 6637, + "IoU": 0.0025752053838525237, + "TN": 111533891, + "TP": 631, + "n_pred": 7268, + "n_ref": 238392 + }, + "8": { + "Dice": 0.3230066610940623, + "FN": 221408, + "FP": 12655, + "IoU": 0.19261058085346378, + "TN": 111489019, + "TP": 55838, + "n_pred": 68493, + "n_ref": 277246 + }, + "9": { + "Dice": 0.30040199004975127, + "FN": 61470, + "FP": 26417, + "IoU": 0.17674884783993405, + "TN": 111672164, + "TP": 18869, + "n_pred": 45286, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4066260525339767, + "FN": 110038, + "FP": 51549, + "IoU": 0.2551981304706549, + "TN": 198870922, + "TP": 55366, + "n_pred": 106915, + "n_ref": 165404 + }, + "10": { + "Dice": 0.0925995419195383, + "FN": 59549, + "FP": 10574, + "IoU": 0.04854750953175669, + "TN": 199014174, + "TP": 3578, + "n_pred": 14152, + "n_ref": 63127 + }, + "11": { + "Dice": 0.0, + "FN": 4435, + "FP": 110, + "IoU": 0.0, + "TN": 199083330, + "TP": 0, + "n_pred": 110, + "n_ref": 4435 + }, + "12": { + "Dice": 0.0, + "FN": 3335, + "FP": 0, + "IoU": 0.0, + "TN": 199084540, + "TP": 0, + "n_pred": 0, + "n_ref": 3335 + }, + "13": { + "Dice": 0.0, + "FN": 35594, + "FP": 237, + "IoU": 0.0, + "TN": 199052044, + "TP": 0, + "n_pred": 237, + "n_ref": 35594 + }, + "14": { + "Dice": 0.31629591492534664, + "FN": 29132, + "FP": 47890, + "IoU": 0.1878571880469854, + "TN": 198993037, + "TP": 17816, + "n_pred": 65706, + "n_ref": 46948 + }, + "15": { + "Dice": 0.45151417900381857, + "FN": 90028, + "FP": 27897, + "IoU": 0.29158431603419377, + "TN": 198921412, + "TP": 48538, + "n_pred": 76435, + "n_ref": 138566 + }, + "2": { + "Dice": 0.5650983628049016, + "FN": 56300, + "FP": 56490, + "IoU": 0.3938237633553325, + "TN": 198901807, + "TP": 73278, + "n_pred": 129768, + "n_ref": 129578 + }, + "3": { + "Dice": 0.47003905704271975, + "FN": 61448, + "FP": 113048, + "IoU": 0.3072229125889812, + "TN": 198835996, + "TP": 77383, + "n_pred": 190431, + "n_ref": 138831 + }, + "4": { + "Dice": 0.11755042438623711, + "FN": 15832, + "FP": 3506, + "IoU": 0.06244545718995442, + "TN": 199067249, + "TP": 1288, + "n_pred": 4794, + "n_ref": 17120 + }, + "5": { + "Dice": 0.23013256645858174, + "FN": 16787, + "FP": 5165, + "IoU": 0.13002813775611302, + "TN": 199062642, + "TP": 3281, + "n_pred": 8446, + "n_ref": 20068 + }, + "6": { + "Dice": 0.7298853896603881, + "FN": 290019, + "FP": 350208, + "IoU": 0.5746610453250564, + "TN": 197582659, + "TP": 864989, + "n_pred": 1215197, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.0198130723479246, + "FN": 154602, + "FP": 1135, + "IoU": 0.010005657582750094, + "TN": 198930564, + "TP": 1574, + "n_pred": 2709, + "n_ref": 156176 + }, + "8": { + "Dice": 0.5779560421691645, + "FN": 54377, + "FP": 39061, + "IoU": 0.40642628449458756, + "TN": 198930459, + "TP": 63978, + "n_pred": 103039, + "n_ref": 118355 + }, + "9": { + "Dice": 0.519640218438805, + "FN": 62958, + "FP": 11810, + "IoU": 0.35102292355631937, + "TN": 198972666, + "TP": 40441, + "n_pred": 52251, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5144189562560223, + "FN": 87745, + "FP": 94681, + "IoU": 0.34627458287942203, + "TN": 130796136, + "TP": 96630, + "n_pred": 191311, + "n_ref": 184375 + }, + "10": { + "Dice": 0.30942263428139133, + "FN": 44274, + "FP": 127340, + "IoU": 0.18302778716658494, + "TN": 130865131, + "TP": 38447, + "n_pred": 165787, + "n_ref": 82721 + }, + "11": { + "Dice": 0.43930003645643456, + "FN": 2866, + "FP": 210, + "IoU": 0.28147629058631163, + "TN": 131070911, + "TP": 1205, + "n_pred": 1415, + "n_ref": 4071 + }, + "12": { + "Dice": 0.0, + "FN": 4635, + "FP": 4, + "IoU": 0.0, + "TN": 131070553, + "TP": 0, + "n_pred": 4, + "n_ref": 4635 + }, + "13": { + "Dice": 0.17741454119699718, + "FN": 78566, + "FP": 28927, + "IoU": 0.09734223453835496, + "TN": 130956107, + "TP": 11592, + "n_pred": 40519, + "n_ref": 90158 + }, + "14": { + "Dice": 0.10110025390474725, + "FN": 35589, + "FP": 338267, + "IoU": 0.05324149108589951, + "TN": 130680312, + "TP": 21024, + "n_pred": 359291, + "n_ref": 56613 + }, + "15": { + "Dice": 0.18546445163330333, + "FN": 4704, + "FP": 196224, + "IoU": 0.10221042613369793, + "TN": 130851389, + "TP": 22875, + "n_pred": 219099, + "n_ref": 27579 + }, + "2": { + "Dice": 0.2607960892127727, + "FN": 128620, + "FP": 50719, + "IoU": 0.14995141604455503, + "TN": 130864217, + "TP": 31636, + "n_pred": 82355, + "n_ref": 160256 + }, + "3": { + "Dice": 0.05749382051415638, + "FN": 180138, + "FP": 145496, + "IoU": 0.029597754242086504, + "TN": 130739626, + "TP": 9932, + "n_pred": 155428, + "n_ref": 190070 + }, + "4": { + "Dice": 0.37978115302956067, + "FN": 49826, + "FP": 26126, + "IoU": 0.23440114509203072, + "TN": 130975986, + "TP": 23254, + "n_pred": 49380, + "n_ref": 73080 + }, + "5": { + "Dice": 0.13053858293206005, + "FN": 13086, + "FP": 8401, + "IoU": 0.06982683982683982, + "TN": 131052092, + "TP": 1613, + "n_pred": 10014, + "n_ref": 14699 + }, + "6": { + "Dice": 0.6107057773607831, + "FN": 254671, + "FP": 1292153, + "IoU": 0.43957987257777303, + "TN": 128315077, + "TP": 1213291, + "n_pred": 2505444, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.05112149298268038, + "FN": 755773, + "FP": 38574, + "IoU": 0.026231236477085362, + "TN": 130259447, + "TP": 21398, + "n_pred": 59972, + "n_ref": 777171 + }, + "8": { + "Dice": 0.5384805681908866, + "FN": 60710, + "FP": 54956, + "IoU": 0.36843887017248816, + "TN": 130892049, + "TP": 67477, + "n_pred": 122433, + "n_ref": 128187 + }, + "9": { + "Dice": 0.2665022506756663, + "FN": 36799, + "FP": 121426, + "IoU": 0.15373671571223038, + "TN": 130888223, + "TP": 28744, + "n_pred": 150170, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6642448190518679, + "FN": 59203, + "FP": 98842, + "IoU": 0.4972803613461416, + "TN": 101302820, + "TP": 156335, + "n_pred": 255177, + "n_ref": 215538 + }, + "10": { + "Dice": 0.10160547883686988, + "FN": 41298, + "FP": 38722, + "IoU": 0.05352179312792004, + "TN": 101532655, + "TP": 4525, + "n_pred": 43247, + "n_ref": 45823 + }, + "11": { + "Dice": 0.15243004418262152, + "FN": 4545, + "FP": 59, + "IoU": 0.08250298923874054, + "TN": 101612182, + "TP": 414, + "n_pred": 473, + "n_ref": 4959 + }, + "12": { + "Dice": 0.0, + "FN": 5490, + "FP": 0, + "IoU": 0.0, + "TN": 101611710, + "TP": 0, + "n_pred": 0, + "n_ref": 5490 + }, + "13": { + "Dice": 0.3132477064220183, + "FN": 43012, + "FP": 31844, + "IoU": 0.18571055608737272, + "TN": 101525272, + "TP": 17072, + "n_pred": 48916, + "n_ref": 60084 + }, + "14": { + "Dice": 0.5062744698327807, + "FN": 19550, + "FP": 62797, + "IoU": 0.33893406761020173, + "TN": 101492633, + "TP": 42220, + "n_pred": 105017, + "n_ref": 61770 + }, + "15": { + "Dice": 0.40236402523936754, + "FN": 3072, + "FP": 86623, + "IoU": 0.25184962757217094, + "TN": 101497311, + "TP": 30194, + "n_pred": 116817, + "n_ref": 33266 + }, + "2": { + "Dice": 0.08707075906741307, + "FN": 164224, + "FP": 6030, + "IoU": 0.045516978466471944, + "TN": 101438827, + "TP": 8119, + "n_pred": 14149, + "n_ref": 172343 + }, + "3": { + "Dice": 0.47200498905927113, + "FN": 64364, + "FP": 178623, + "IoU": 0.3089047972536739, + "TN": 101265603, + "TP": 108610, + "n_pred": 287233, + "n_ref": 172974 + }, + "4": { + "Dice": 0.09277701613250904, + "FN": 10833, + "FP": 94384, + "IoU": 0.04864508078880982, + "TN": 101506603, + "TP": 5380, + "n_pred": 99764, + "n_ref": 16213 + }, + "5": { + "Dice": 0.4674214327542456, + "FN": 18398, + "FP": 8886, + "IoU": 0.30499019283185164, + "TN": 101577943, + "TP": 11973, + "n_pred": 20859, + "n_ref": 30371 + }, + "6": { + "Dice": 0.7336912197355672, + "FN": 366462, + "FP": 480887, + "IoU": 0.5793936132878716, + "TN": 99602611, + "TP": 1167240, + "n_pred": 1648127, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.07881976776799238, + "FN": 410268, + "FP": 279, + "IoU": 0.041026743064298744, + "TN": 101189089, + "TP": 17564, + "n_pred": 17843, + "n_ref": 427832 + }, + "8": { + "Dice": 0.3127088872820028, + "FN": 177022, + "FP": 64400, + "IoU": 0.18533191156223847, + "TN": 101320856, + "TP": 54922, + "n_pred": 119322, + "n_ref": 231944 + }, + "9": { + "Dice": 0.3631286252466663, + "FN": 50635, + "FP": 55869, + "IoU": 0.22184310315854078, + "TN": 101480333, + "TP": 30363, + "n_pred": 86232, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3226943527007213, + "FN": 168013, + "FP": 14911, + "IoU": 0.19238852097130243, + "TN": 118955712, + "TP": 43576, + "n_pred": 58487, + "n_ref": 211589 + }, + "10": { + "Dice": 0.34514288577279817, + "FN": 53193, + "FP": 51370, + "IoU": 0.2085635568204181, + "TN": 119050094, + "TP": 27555, + "n_pred": 78925, + "n_ref": 80748 + }, + "11": { + "Dice": 0.027007029226785054, + "FN": 3965, + "FP": 1295, + "IoU": 0.013688355522220138, + "TN": 119176879, + "TP": 73, + "n_pred": 1368, + "n_ref": 4038 + }, + "12": { + "Dice": 0.0, + "FN": 4135, + "FP": 0, + "IoU": 0.0, + "TN": 119178077, + "TP": 0, + "n_pred": 0, + "n_ref": 4135 + }, + "13": { + "Dice": 0.03576341127922971, + "FN": 32399, + "FP": 4053, + "IoU": 0.018207282913165267, + "TN": 119145084, + "TP": 676, + "n_pred": 4729, + "n_ref": 33075 + }, + "14": { + "Dice": 0.0017299398075738186, + "FN": 65794, + "FP": 18456, + "IoU": 0.0008657187244286849, + "TN": 119097889, + "TP": 73, + "n_pred": 18529, + "n_ref": 65867 + }, + "15": { + "Dice": 0.18243852342100758, + "FN": 4732, + "FP": 138562, + "IoU": 0.1003754347635012, + "TN": 119022930, + "TP": 15988, + "n_pred": 154550, + "n_ref": 20720 + }, + "2": { + "Dice": 0.39015823932504917, + "FN": 121946, + "FP": 101697, + "IoU": 0.24235813038013707, + "TN": 118887029, + "TP": 71540, + "n_pred": 173237, + "n_ref": 193486 + }, + "3": { + "Dice": 0.00626651792733235, + "FN": 196163, + "FP": 69297, + "IoU": 0.0031431071322620984, + "TN": 118915915, + "TP": 837, + "n_pred": 70134, + "n_ref": 197000 + }, + "4": { + "Dice": 0.13931116389548692, + "FN": 37472, + "FP": 34998, + "IoU": 0.07487074743090573, + "TN": 119103877, + "TP": 5865, + "n_pred": 40863, + "n_ref": 43337 + }, + "5": { + "Dice": 0.38478323520935404, + "FN": 13049, + "FP": 1894, + "IoU": 0.23822389885807504, + "TN": 119162596, + "TP": 4673, + "n_pred": 6567, + "n_ref": 17722 + }, + "6": { + "Dice": 0.7070327087113177, + "FN": 480780, + "FP": 561861, + "IoU": 0.5468295396758477, + "TN": 116881442, + "TP": 1258129, + "n_pred": 1819990, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.026777686316722598, + "FN": 293397, + "FP": 14005, + "IoU": 0.013570536949148192, + "TN": 118870581, + "TP": 4229, + "n_pred": 18234, + "n_ref": 297626 + }, + "8": { + "Dice": 0.6877142945717208, + "FN": 26705, + "FP": 23662, + "IoU": 0.5240583599493508, + "TN": 119076386, + "TP": 55459, + "n_pred": 79121, + "n_ref": 82164 + }, + "9": { + "Dice": 0.45678602142131186, + "FN": 38779, + "FP": 72393, + "IoU": 0.29599655508694606, + "TN": 119024298, + "TP": 46742, + "n_pred": 119135, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 29364, + "IoU": 0.0, + "TN": 61303116, + "TP": 0, + "n_pred": 29364, + "n_ref": 0 + }, + "10": { + "Dice": 0.03148852013225797, + "FN": 33409, + "FP": 29275, + "IoU": 0.015996106933739384, + "TN": 61268777, + "TP": 1019, + "n_pred": 30294, + "n_ref": 34428 + }, + "11": { + "Dice": 0.0, + "FN": 3864, + "FP": 22, + "IoU": 0.0, + "TN": 61328594, + "TP": 0, + "n_pred": 22, + "n_ref": 3864 + }, + "12": { + "Dice": 0.0, + "FN": 4850, + "FP": 0, + "IoU": 0.0, + "TN": 61327630, + "TP": 0, + "n_pred": 0, + "n_ref": 4850 + }, + "13": { + "Dice": 0.0, + "FN": 52696, + "FP": 319, + "IoU": 0.0, + "TN": 61279465, + "TP": 0, + "n_pred": 319, + "n_ref": 52696 + }, + "14": { + "Dice": 0.5161714628916494, + "FN": 175610, + "FP": 2421, + "IoU": 0.34786462854903166, + "TN": 61059483, + "TP": 94966, + "n_pred": 97387, + "n_ref": 270576 + }, + "15": { + "Dice": 0.5322320316308292, + "FN": 49095, + "FP": 37269, + "IoU": 0.3626131943880676, + "TN": 61196983, + "TP": 49133, + "n_pred": 86402, + "n_ref": 98228 + }, + "2": { + "Dice": 0.16464576361844055, + "FN": 142319, + "FP": 46654, + "IoU": 0.0897078941790786, + "TN": 61124884, + "TP": 18623, + "n_pred": 65277, + "n_ref": 160942 + }, + "3": { + "Dice": 0.0, + "FN": 128645, + "FP": 48471, + "IoU": 0.0, + "TN": 61155364, + "TP": 0, + "n_pred": 48471, + "n_ref": 128645 + }, + "4": { + "Dice": 0.6199431191595566, + "FN": 20827, + "FP": 5365, + "IoU": 0.44921562854859737, + "TN": 61284926, + "TP": 21362, + "n_pred": 26727, + "n_ref": 42189 + }, + "5": { + "Dice": 0.19070297132208303, + "FN": 7651, + "FP": 166, + "IoU": 0.10540169375143053, + "TN": 61323742, + "TP": 921, + "n_pred": 1087, + "n_ref": 8572 + }, + "6": { + "Dice": 0.7073412240109269, + "FN": 394585, + "FP": 276927, + "IoU": 0.5471987172095802, + "TN": 59849463, + "TP": 811505, + "n_pred": 1088432, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.01399853887304692, + "FN": 202742, + "FP": 6453, + "IoU": 0.007048604518701348, + "TN": 61121800, + "TP": 1485, + "n_pred": 7938, + "n_ref": 204227 + }, + "8": { + "Dice": 0.5440804622056477, + "FN": 43697, + "FP": 20853, + "IoU": 0.3737022878543846, + "TN": 61229414, + "TP": 38516, + "n_pred": 59369, + "n_ref": 82213 + }, + "9": { + "Dice": 0.42032722201435424, + "FN": 32481, + "FP": 52728, + "IoU": 0.2660849942292122, + "TN": 61216378, + "TP": 30893, + "n_pred": 83621, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6568102517891384, + "FN": 51788, + "FP": 79224, + "IoU": 0.4889929011623372, + "TN": 148851120, + "TP": 125368, + "n_pred": 204592, + "n_ref": 177156 + }, + "10": { + "Dice": 0.35115305849879797, + "FN": 53083, + "FP": 19789, + "IoU": 0.2129688630644447, + "TN": 149014909, + "TP": 19719, + "n_pred": 39508, + "n_ref": 72802 + }, + "11": { + "Dice": 0.0044444444444444444, + "FN": 2597, + "FP": 539, + "IoU": 0.0022271714922048997, + "TN": 149104357, + "TP": 7, + "n_pred": 546, + "n_ref": 2604 + }, + "12": { + "Dice": 0.018885741265344664, + "FN": 2077, + "FP": 1, + "IoU": 0.009532888465204958, + "TN": 149105402, + "TP": 20, + "n_pred": 21, + "n_ref": 2097 + }, + "13": { + "Dice": 0.03933809552394101, + "FN": 82401, + "FP": 13621, + "IoU": 0.02006368126709393, + "TN": 149009512, + "TP": 1966, + "n_pred": 15587, + "n_ref": 84367 + }, + "14": { + "Dice": 0.5368782318217178, + "FN": 34404, + "FP": 66802, + "IoU": 0.3669402256861911, + "TN": 148947632, + "TP": 58662, + "n_pred": 125464, + "n_ref": 93066 + }, + "15": { + "Dice": 0.3014654161781946, + "FN": 17471, + "FP": 77865, + "IoU": 0.17748559202125824, + "TN": 148991592, + "TP": 20572, + "n_pred": 98437, + "n_ref": 38043 + }, + "2": { + "Dice": 0.22285732064519284, + "FN": 131934, + "FP": 42913, + "IoU": 0.12540204184736667, + "TN": 148907583, + "TP": 25070, + "n_pred": 67983, + "n_ref": 157004 + }, + "3": { + "Dice": 0.10842204460577293, + "FN": 52320, + "FP": 75403, + "IoU": 0.0573183062831669, + "TN": 148972011, + "TP": 7766, + "n_pred": 83169, + "n_ref": 60086 + }, + "4": { + "Dice": 0.7572456940413824, + "FN": 5741, + "FP": 7141, + "IoU": 0.6093285618972524, + "TN": 149074526, + "TP": 20092, + "n_pred": 27233, + "n_ref": 25833 + }, + "5": { + "Dice": 0.05554084947659728, + "FN": 32562, + "FP": 6685, + "IoU": 0.02856364941461845, + "TN": 149067099, + "TP": 1154, + "n_pred": 7839, + "n_ref": 33716 + }, + "6": { + "Dice": 0.7170333457779156, + "FN": 393513, + "FP": 168877, + "IoU": 0.5588869698353013, + "TN": 147832566, + "TP": 712544, + "n_pred": 881421, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.051139565021410864, + "FN": 267872, + "FP": 1574, + "IoU": 0.026240752854101993, + "TN": 148830793, + "TP": 7261, + "n_pred": 8835, + "n_ref": 275133 + }, + "8": { + "Dice": 0.30740065928742194, + "FN": 185285, + "FP": 12004, + "IoU": 0.18161454509252462, + "TN": 148866429, + "TP": 43782, + "n_pred": 55786, + "n_ref": 229067 + }, + "9": { + "Dice": 0.31380025101738107, + "FN": 54484, + "FP": 89854, + "IoU": 0.18609909721948112, + "TN": 148930159, + "TP": 33003, + "n_pred": 122857, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.01643344529967314, + "FN": 510740, + "FP": 11644, + "IoU": 0.008284796525093592, + "TN": 100186052, + "TP": 4364, + "n_pred": 16008, + "n_ref": 515104 + }, + "10": { + "Dice": 0.17909801374042797, + "FN": 29373, + "FP": 54029, + "IoU": 0.09835675675675676, + "TN": 100620300, + "TP": 9098, + "n_pred": 63127, + "n_ref": 38471 + }, + "11": { + "Dice": 0.0, + "FN": 3481, + "FP": 144, + "IoU": 0.0, + "TN": 100709175, + "TP": 0, + "n_pred": 144, + "n_ref": 3481 + }, + "12": { + "Dice": 0.0, + "FN": 5873, + "FP": 0, + "IoU": 0.0, + "TN": 100706927, + "TP": 0, + "n_pred": 0, + "n_ref": 5873 + }, + "13": { + "Dice": 0.0, + "FN": 39155, + "FP": 0, + "IoU": 0.0, + "TN": 100673645, + "TP": 0, + "n_pred": 0, + "n_ref": 39155 + }, + "14": { + "Dice": 0.24234630202398394, + "FN": 131564, + "FP": 8064, + "IoU": 0.13788057471335338, + "TN": 100550841, + "TP": 22331, + "n_pred": 30395, + "n_ref": 153895 + }, + "15": { + "Dice": 0.4636698868584111, + "FN": 21520, + "FP": 149085, + "IoU": 0.3018035530855204, + "TN": 100468449, + "TP": 73746, + "n_pred": 222831, + "n_ref": 95266 + }, + "2": { + "Dice": 0.002807884152357036, + "FN": 232749, + "FP": 56335, + "IoU": 0.001405915900667033, + "TN": 100423309, + "TP": 407, + "n_pred": 56742, + "n_ref": 233156 + }, + "3": { + "Dice": 0.0017101522959950082, + "FN": 223686, + "FP": 78693, + "IoU": 0.0008558079289448119, + "TN": 100410162, + "TP": 259, + "n_pred": 78952, + "n_ref": 223945 + }, + "4": { + "Dice": 0.1494919042544897, + "FN": 51900, + "FP": 13550, + "IoU": 0.08078424763349344, + "TN": 100641598, + "TP": 5752, + "n_pred": 19302, + "n_ref": 57652 + }, + "5": { + "Dice": 0.00022891152569531876, + "FN": 16471, + "FP": 999, + "IoU": 0.00011446886446886447, + "TN": 100695328, + "TP": 2, + "n_pred": 1001, + "n_ref": 16473 + }, + "6": { + "Dice": 0.24135684590638104, + "FN": 1754655, + "FP": 278583, + "IoU": 0.13724037497008487, + "TN": 98356132, + "TP": 323430, + "n_pred": 602013, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.0, + "FN": 172298, + "FP": 16220, + "IoU": 0.0, + "TN": 100524282, + "TP": 0, + "n_pred": 16220, + "n_ref": 172298 + }, + "8": { + "Dice": 0.5055053280545214, + "FN": 54672, + "FP": 45748, + "IoU": 0.3382449851068877, + "TN": 100561052, + "TP": 51328, + "n_pred": 97076, + "n_ref": 106000 + }, + "9": { + "Dice": 0.30935034942658796, + "FN": 68501, + "FP": 80430, + "IoU": 0.18297720602353457, + "TN": 100530515, + "TP": 33354, + "n_pred": 113784, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4676083216469806, + "FN": 45490, + "FP": 28160, + "IoU": 0.3051493480763062, + "TN": 78844706, + "TP": 32344, + "n_pred": 60504, + "n_ref": 77834 + }, + "10": { + "Dice": 0.4540990646179123, + "FN": 26783, + "FP": 2456, + "IoU": 0.293743961352657, + "TN": 78909300, + "TP": 12161, + "n_pred": 14617, + "n_ref": 38944 + }, + "11": { + "Dice": 0.1468568409931326, + "FN": 1229, + "FP": 386, + "IoU": 0.07924743443557583, + "TN": 78948946, + "TP": 139, + "n_pred": 525, + "n_ref": 1368 + }, + "12": { + "Dice": 0.0, + "FN": 2560, + "FP": 0, + "IoU": 0.0, + "TN": 78948140, + "TP": 0, + "n_pred": 0, + "n_ref": 2560 + }, + "13": { + "Dice": 0.0007734082082149402, + "FN": 59382, + "FP": 49, + "IoU": 0.0003868537020217311, + "TN": 78891246, + "TP": 23, + "n_pred": 72, + "n_ref": 59405 + }, + "14": { + "Dice": 0.22273938763570175, + "FN": 18703, + "FP": 41080, + "IoU": 0.1253273639702117, + "TN": 78882351, + "TP": 8566, + "n_pred": 49646, + "n_ref": 27269 + }, + "15": { + "Dice": 0.7644035381305283, + "FN": 7959, + "FP": 23577, + "IoU": 0.6186514462610042, + "TN": 78868004, + "TP": 51160, + "n_pred": 74737, + "n_ref": 59119 + }, + "2": { + "Dice": 0.14265235208875454, + "FN": 90966, + "FP": 19078, + "IoU": 0.07680433560684234, + "TN": 78831501, + "TP": 9155, + "n_pred": 28233, + "n_ref": 100121 + }, + "3": { + "Dice": 0.38854817232131134, + "FN": 43243, + "FP": 87165, + "IoU": 0.2411168398878039, + "TN": 78778858, + "TP": 41434, + "n_pred": 128599, + "n_ref": 84677 + }, + "4": { + "Dice": 0.4112827802925442, + "FN": 11631, + "FP": 4106, + "IoU": 0.25887727229914287, + "TN": 78929466, + "TP": 5497, + "n_pred": 9603, + "n_ref": 17128 + }, + "5": { + "Dice": 0.034868275404029224, + "FN": 34168, + "FP": 708, + "IoU": 0.017743479975215457, + "TN": 78915194, + "TP": 630, + "n_pred": 1338, + "n_ref": 34798 + }, + "6": { + "Dice": 0.5711604870486099, + "FN": 403336, + "FP": 52791, + "IoU": 0.39973732660068245, + "TN": 78190821, + "TP": 303752, + "n_pred": 356543, + "n_ref": 707088 + }, + "7": { + "Dice": 0.0, + "FN": 721113, + "FP": 152, + "IoU": 0.0, + "TN": 78229435, + "TP": 0, + "n_pred": 152, + "n_ref": 721113 + }, + "8": { + "Dice": 0.15902701149269471, + "FN": 301780, + "FP": 8407, + "IoU": 0.08638204497592153, + "TN": 78611185, + "TP": 29328, + "n_pred": 37735, + "n_ref": 331108 + }, + "9": { + "Dice": 0.06333397366748925, + "FN": 54905, + "FP": 8482, + "IoU": 0.032702578971463454, + "TN": 78885170, + "TP": 2143, + "n_pred": 10625, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5589680528019675, + "FN": 36835, + "FP": 138903, + "IoU": 0.3878942822113241, + "TN": 104717336, + "TP": 111366, + "n_pred": 250269, + "n_ref": 148201 + }, + "10": { + "Dice": 0.33611870639260794, + "FN": 58715, + "FP": 53943, + "IoU": 0.20200882580023657, + "TN": 104863263, + "TP": 28519, + "n_pred": 82462, + "n_ref": 87234 + }, + "11": { + "Dice": 0.17361989043404974, + "FN": 3919, + "FP": 3, + "IoU": 0.09506229810798339, + "TN": 105000106, + "TP": 412, + "n_pred": 415, + "n_ref": 4331 + }, + "12": { + "Dice": 0.0, + "FN": 4833, + "FP": 0, + "IoU": 0.0, + "TN": 104999607, + "TP": 0, + "n_pred": 0, + "n_ref": 4833 + }, + "13": { + "Dice": 0.21713916875939204, + "FN": 67053, + "FP": 10570, + "IoU": 0.12179255102502602, + "TN": 104916052, + "TP": 10765, + "n_pred": 21335, + "n_ref": 77818 + }, + "14": { + "Dice": 0.7526630875593836, + "FN": 21364, + "FP": 10655, + "IoU": 0.603416029825235, + "TN": 104923703, + "TP": 48718, + "n_pred": 59373, + "n_ref": 70082 + }, + "15": { + "Dice": 0.232659375449705, + "FN": 11426, + "FP": 73890, + "IoU": 0.1316437659033079, + "TN": 104906190, + "TP": 12934, + "n_pred": 86824, + "n_ref": 24360 + }, + "2": { + "Dice": 0.3715803905052913, + "FN": 129282, + "FP": 10980, + "IoU": 0.2281846695647389, + "TN": 104822710, + "TP": 41468, + "n_pred": 52448, + "n_ref": 170750 + }, + "3": { + "Dice": 0.4847834954696597, + "FN": 75106, + "FP": 91616, + "IoU": 0.3199433836816107, + "TN": 104759281, + "TP": 78437, + "n_pred": 170053, + "n_ref": 153543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 36544, + "IoU": 0.0, + "TN": 104967896, + "TP": 0, + "n_pred": 36544, + "n_ref": 0 + }, + "5": { + "Dice": 0.43887768333093213, + "FN": 17895, + "FP": 13263, + "IoU": 0.281129594167455, + "TN": 104961097, + "TP": 12185, + "n_pred": 25448, + "n_ref": 30080 + }, + "6": { + "Dice": 0.7144203829335064, + "FN": 121817, + "FP": 768839, + "IoU": 0.555718505061328, + "TN": 102999729, + "TP": 1114055, + "n_pred": 1882894, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.30173919544370215, + "FN": 185695, + "FP": 19785, + "IoU": 0.17767541630482198, + "TN": 104754563, + "TP": 44397, + "n_pred": 64182, + "n_ref": 230092 + }, + "8": { + "Dice": 0.2765042138132492, + "FN": 300297, + "FP": 44469, + "IoU": 0.16043219602237443, + "TN": 104593793, + "TP": 65881, + "n_pred": 110350, + "n_ref": 366178 + }, + "9": { + "Dice": 0.3137776155408837, + "FN": 54013, + "FP": 118937, + "IoU": 0.18608317528742394, + "TN": 104791949, + "TP": 39541, + "n_pred": 158478, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5624733494355614, + "FN": 227511, + "FP": 69024, + "IoU": 0.3912785541852101, + "TN": 177189144, + "TP": 190609, + "n_pred": 259633, + "n_ref": 418120 + }, + "10": { + "Dice": 0.08532182561351238, + "FN": 63914, + "FP": 108619, + "IoU": 0.04456196699523757, + "TN": 177495708, + "TP": 8047, + "n_pred": 116666, + "n_ref": 71961 + }, + "11": { + "Dice": 0.150516669916163, + "FN": 4357, + "FP": 0, + "IoU": 0.0813830908707569, + "TN": 177671545, + "TP": 386, + "n_pred": 386, + "n_ref": 4743 + }, + "12": { + "Dice": 0.0, + "FN": 5198, + "FP": 0, + "IoU": 0.0, + "TN": 177671090, + "TP": 0, + "n_pred": 0, + "n_ref": 5198 + }, + "13": { + "Dice": 0.1873603864256452, + "FN": 65718, + "FP": 32869, + "IoU": 0.10336328579743888, + "TN": 177566336, + "TP": 11365, + "n_pred": 44234, + "n_ref": 77083 + }, + "14": { + "Dice": 0.6978375287376443, + "FN": 16448, + "FP": 35336, + "IoU": 0.5359066507738772, + "TN": 177564707, + "TP": 59797, + "n_pred": 95133, + "n_ref": 76245 + }, + "15": { + "Dice": 0.16981718724473932, + "FN": 7057, + "FP": 150476, + "IoU": 0.09278700797604307, + "TN": 177502643, + "TP": 16112, + "n_pred": 166588, + "n_ref": 23169 + }, + "2": { + "Dice": 0.43205635634260203, + "FN": 149906, + "FP": 19561, + "IoU": 0.27555604953682133, + "TN": 177442361, + "TP": 64460, + "n_pred": 84021, + "n_ref": 214366 + }, + "3": { + "Dice": 0.4716417910447761, + "FN": 103002, + "FP": 130107, + "IoU": 0.30859375, + "TN": 177339136, + "TP": 104043, + "n_pred": 234150, + "n_ref": 207045 + }, + "4": { + "Dice": 0.22584889764003144, + "FN": 22504, + "FP": 59275, + "IoU": 0.12729969693089171, + "TN": 177582580, + "TP": 11929, + "n_pred": 71204, + "n_ref": 34433 + }, + "5": { + "Dice": 0.4597215487982268, + "FN": 17907, + "FP": 13293, + "IoU": 0.29846651976435673, + "TN": 177631814, + "TP": 13274, + "n_pred": 26567, + "n_ref": 31181 + }, + "6": { + "Dice": 0.7409513327581669, + "FN": 226179, + "FP": 878175, + "IoU": 0.5885009468151463, + "TN": 174992554, + "TP": 1579380, + "n_pred": 2457555, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.1456565572220435, + "FN": 338533, + "FP": 9336, + "IoU": 0.07854885662595391, + "TN": 177298765, + "TP": 29654, + "n_pred": 38990, + "n_ref": 368187 + }, + "8": { + "Dice": 0.4840224585310113, + "FN": 108798, + "FP": 84465, + "IoU": 0.3192807579866859, + "TN": 177392378, + "TP": 90647, + "n_pred": 175112, + "n_ref": 199445 + }, + "9": { + "Dice": 0.5405680217991624, + "FN": 61327, + "FP": 64284, + "IoU": 0.37039617458949015, + "TN": 177476780, + "TP": 73897, + "n_pred": 138181, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7159539487238654, + "FN": 56748, + "FP": 46653, + "IoU": 0.5575765355240356, + "TN": 193771820, + "TP": 130314, + "n_pred": 176967, + "n_ref": 187062 + }, + "10": { + "Dice": 0.44944863022366965, + "FN": 60411, + "FP": 4842, + "IoU": 0.2898637471704684, + "TN": 193913647, + "TP": 26635, + "n_pred": 31477, + "n_ref": 87046 + }, + "11": { + "Dice": 0.0, + "FN": 3112, + "FP": 67, + "IoU": 0.0, + "TN": 194002356, + "TP": 0, + "n_pred": 67, + "n_ref": 3112 + }, + "12": { + "Dice": 0.0, + "FN": 3950, + "FP": 0, + "IoU": 0.0, + "TN": 194001585, + "TP": 0, + "n_pred": 0, + "n_ref": 3950 + }, + "13": { + "Dice": 0.04752811964263314, + "FN": 65172, + "FP": 3165, + "IoU": 0.024342537334742013, + "TN": 193935493, + "TP": 1705, + "n_pred": 4870, + "n_ref": 66877 + }, + "14": { + "Dice": 0.5793197278911565, + "FN": 20548, + "FP": 59844, + "IoU": 0.40777628806742006, + "TN": 193869789, + "TP": 55354, + "n_pred": 115198, + "n_ref": 75902 + }, + "15": { + "Dice": 0.19004141985480782, + "FN": 8165, + "FP": 100951, + "IoU": 0.10499766234405374, + "TN": 193883618, + "TP": 12801, + "n_pred": 113752, + "n_ref": 20966 + }, + "2": { + "Dice": 0.16336025228271492, + "FN": 125275, + "FP": 14274, + "IoU": 0.08894517963348632, + "TN": 193852362, + "TP": 13624, + "n_pred": 27898, + "n_ref": 138899 + }, + "3": { + "Dice": 0.2166882764960519, + "FN": 102969, + "FP": 125393, + "IoU": 0.121508917168049, + "TN": 193745587, + "TP": 31586, + "n_pred": 156979, + "n_ref": 134555 + }, + "4": { + "Dice": 0.6790236387270714, + "FN": 6925, + "FP": 6409, + "IoU": 0.5140316349588162, + "TN": 193978097, + "TP": 14104, + "n_pred": 20513, + "n_ref": 21029 + }, + "5": { + "Dice": 0.23037443135425173, + "FN": 23320, + "FP": 3072, + "IoU": 0.13018258519543865, + "TN": 193975193, + "TP": 3950, + "n_pred": 7022, + "n_ref": 27270 + }, + "6": { + "Dice": 0.6643648645119733, + "FN": 621965, + "FP": 149197, + "IoU": 0.49741493530658093, + "TN": 192471144, + "TP": 763229, + "n_pred": 912426, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.025990579780518597, + "FN": 317690, + "FP": 3250, + "IoU": 0.013166390957561296, + "TN": 193680313, + "TP": 4282, + "n_pred": 7532, + "n_ref": 321972 + }, + "8": { + "Dice": 0.3959256753037774, + "FN": 180259, + "FP": 6316, + "IoU": 0.24682501877134483, + "TN": 193757817, + "TP": 61143, + "n_pred": 67459, + "n_ref": 241402 + }, + "9": { + "Dice": 0.4101769137507766, + "FN": 64416, + "FP": 33369, + "IoU": 0.2580016086685991, + "TN": 193873749, + "TP": 34001, + "n_pred": 67370, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5592461465752402, + "FN": 47004, + "FP": 59312, + "IoU": 0.38816217304980866, + "TN": 99482035, + "TP": 67449, + "n_pred": 126761, + "n_ref": 114453 + }, + "10": { + "Dice": 0.1803670452762989, + "FN": 61911, + "FP": 26920, + "IoU": 0.09912276253739669, + "TN": 99557195, + "TP": 9774, + "n_pred": 36694, + "n_ref": 71685 + }, + "11": { + "Dice": 0.0, + "FN": 3642, + "FP": 2, + "IoU": 0.0, + "TN": 99652156, + "TP": 0, + "n_pred": 2, + "n_ref": 3642 + }, + "12": { + "Dice": 0.0, + "FN": 3568, + "FP": 163, + "IoU": 0.0, + "TN": 99652069, + "TP": 0, + "n_pred": 163, + "n_ref": 3568 + }, + "13": { + "Dice": 0.13244455921753445, + "FN": 41328, + "FP": 12424, + "IoU": 0.0709186760003457, + "TN": 99597945, + "TP": 4103, + "n_pred": 16527, + "n_ref": 45431 + }, + "14": { + "Dice": 0.3128100448600793, + "FN": 27782, + "FP": 88026, + "IoU": 0.18540297961537922, + "TN": 99513634, + "TP": 26358, + "n_pred": 114384, + "n_ref": 54140 + }, + "15": { + "Dice": 0.19926391688478393, + "FN": 18077, + "FP": 141617, + "IoU": 0.11065692455057807, + "TN": 99476236, + "TP": 19870, + "n_pred": 161487, + "n_ref": 37947 + }, + "2": { + "Dice": 0.26435313361578167, + "FN": 91884, + "FP": 35391, + "IoU": 0.15230813291328932, + "TN": 99505657, + "TP": 22868, + "n_pred": 58259, + "n_ref": 114752 + }, + "3": { + "Dice": 0.09417198444772566, + "FN": 114593, + "FP": 62702, + "IoU": 0.04941263517969449, + "TN": 99469289, + "TP": 9216, + "n_pred": 71918, + "n_ref": 123809 + }, + "4": { + "Dice": 0.3042266086762574, + "FN": 10722, + "FP": 26712, + "IoU": 0.17940286728922794, + "TN": 99610182, + "TP": 8184, + "n_pred": 34896, + "n_ref": 18906 + }, + "5": { + "Dice": 0.38314659933722583, + "FN": 4538, + "FP": 3280, + "IoU": 0.2369705250829592, + "TN": 99645554, + "TP": 2428, + "n_pred": 5708, + "n_ref": 6966 + }, + "6": { + "Dice": 0.8406489408015839, + "FN": 190694, + "FP": 250373, + "IoU": 0.7251030083871358, + "TN": 98051319, + "TP": 1163414, + "n_pred": 1413787, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.0928031975973854, + "FN": 158568, + "FP": 5758, + "IoU": 0.04865947629551152, + "TN": 99483069, + "TP": 8405, + "n_pred": 14163, + "n_ref": 166973 + }, + "8": { + "Dice": 0.6346593424464462, + "FN": 30676, + "FP": 50198, + "IoU": 0.46483589200635256, + "TN": 99504680, + "TP": 70246, + "n_pred": 120444, + "n_ref": 100922 + }, + "9": { + "Dice": 0.3917944154565924, + "FN": 66475, + "FP": 23745, + "IoU": 0.24362209609403165, + "TN": 99536521, + "TP": 29059, + "n_pred": 52804, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5186383558451569, + "FN": 273323, + "FP": 48913, + "IoU": 0.35010921059796585, + "TN": 62587689, + "TP": 173595, + "n_pred": 222508, + "n_ref": 446918 + }, + "10": { + "Dice": 0.5912102415203907, + "FN": 37248, + "FP": 9213, + "IoU": 0.4196582477703665, + "TN": 63003462, + "TP": 33597, + "n_pred": 42810, + "n_ref": 70845 + }, + "11": { + "Dice": 0.01715550636413946, + "FN": 3514, + "FP": 38, + "IoU": 0.008651967624895339, + "TN": 63079937, + "TP": 31, + "n_pred": 69, + "n_ref": 3545 + }, + "12": { + "Dice": 0.011357183418512209, + "FN": 3482, + "FP": 0, + "IoU": 0.0057110222729868645, + "TN": 63080018, + "TP": 20, + "n_pred": 20, + "n_ref": 3502 + }, + "13": { + "Dice": 0.0, + "FN": 45655, + "FP": 2317, + "IoU": 0.0, + "TN": 63035548, + "TP": 0, + "n_pred": 2317, + "n_ref": 45655 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 16297, + "IoU": 0.0, + "TN": 63067223, + "TP": 0, + "n_pred": 16297, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 23906, + "IoU": 0.0, + "TN": 63059614, + "TP": 0, + "n_pred": 23906, + "n_ref": 0 + }, + "2": { + "Dice": 0.11901426465751422, + "FN": 114202, + "FP": 30440, + "IoU": 0.06327228453747118, + "TN": 62929108, + "TP": 9770, + "n_pred": 40210, + "n_ref": 123972 + }, + "3": { + "Dice": 0.3958550220993861, + "FN": 74165, + "FP": 88904, + "IoU": 0.24677010342135774, + "TN": 62867027, + "TP": 53424, + "n_pred": 142328, + "n_ref": 127589 + }, + "4": { + "Dice": 0.0029694908759998083, + "FN": 17998, + "FP": 2819, + "IoU": 0.0014869531849577898, + "TN": 63062672, + "TP": 31, + "n_pred": 2850, + "n_ref": 18029 + }, + "5": { + "Dice": 0.2671920098960004, + "FN": 14038, + "FP": 1957, + "IoU": 0.1541959705991222, + "TN": 63064609, + "TP": 2916, + "n_pred": 4873, + "n_ref": 16954 + }, + "6": { + "Dice": 0.49526199007861765, + "FN": 632030, + "FP": 382291, + "IoU": 0.3291350300272494, + "TN": 61571560, + "TP": 497639, + "n_pred": 879930, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.01448112438721649, + "FN": 155502, + "FP": 1706, + "IoU": 0.007293370294828969, + "TN": 62925157, + "TP": 1155, + "n_pred": 2861, + "n_ref": 156657 + }, + "8": { + "Dice": 0.41153916377578964, + "FN": 80402, + "FP": 9842, + "IoU": 0.25908045977011496, + "TN": 62961720, + "TP": 31556, + "n_pred": 41398, + "n_ref": 111958 + }, + "9": { + "Dice": 0.6137595156088893, + "FN": 14912, + "FP": 20300, + "IoU": 0.4427511117441327, + "TN": 63020331, + "TP": 27977, + "n_pred": 48277, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.38897902370693477, + "FN": 224741, + "FP": 50937, + "IoU": 0.24144876412594551, + "TN": 109245391, + "TP": 87749, + "n_pred": 138686, + "n_ref": 312490 + }, + "10": { + "Dice": 0.2994218367800756, + "FN": 55612, + "FP": 95612, + "IoU": 0.17607061131088592, + "TN": 109425278, + "TP": 32316, + "n_pred": 127928, + "n_ref": 87928 + }, + "11": { + "Dice": 0.11593059936908517, + "FN": 4172, + "FP": 312, + "IoU": 0.06153202176642947, + "TN": 109604040, + "TP": 294, + "n_pred": 606, + "n_ref": 4466 + }, + "12": { + "Dice": 0.0, + "FN": 4081, + "FP": 4, + "IoU": 0.0, + "TN": 109604733, + "TP": 0, + "n_pred": 4, + "n_ref": 4081 + }, + "13": { + "Dice": 0.10212028667185873, + "FN": 74944, + "FP": 27663, + "IoU": 0.053807565334464506, + "TN": 109500376, + "TP": 5835, + "n_pred": 33498, + "n_ref": 80779 + }, + "14": { + "Dice": 0.24350925308620522, + "FN": 58382, + "FP": 181039, + "IoU": 0.13863395153891817, + "TN": 109330863, + "TP": 38534, + "n_pred": 219573, + "n_ref": 96916 + }, + "15": { + "Dice": 0.48369490383347735, + "FN": 20990, + "FP": 155243, + "IoU": 0.3189957648077161, + "TN": 109350034, + "TP": 82551, + "n_pred": 237794, + "n_ref": 103541 + }, + "2": { + "Dice": 0.2253883583077759, + "FN": 177977, + "FP": 70049, + "IoU": 0.12700714511984795, + "TN": 109324708, + "TP": 36084, + "n_pred": 106133, + "n_ref": 214061 + }, + "3": { + "Dice": 0.0005696291650132487, + "FN": 245598, + "FP": 66708, + "IoU": 0.00028489572496358777, + "TN": 109296423, + "TP": 89, + "n_pred": 66797, + "n_ref": 245687 + }, + "4": { + "Dice": 0.11191812479366127, + "FN": 40120, + "FP": 121280, + "IoU": 0.05927609721979367, + "TN": 109437248, + "TP": 10170, + "n_pred": 131450, + "n_ref": 50290 + }, + "5": { + "Dice": 0.09722675367047308, + "FN": 9956, + "FP": 1112, + "IoU": 0.05109739368998628, + "TN": 109597154, + "TP": 596, + "n_pred": 1708, + "n_ref": 10552 + }, + "6": { + "Dice": 0.6287415492474728, + "FN": 232945, + "FP": 968705, + "IoU": 0.45851425666870343, + "TN": 107389646, + "TP": 1017522, + "n_pred": 1986227, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.11377227730508091, + "FN": 1125160, + "FP": 9114, + "IoU": 0.06031736037816818, + "TN": 108401736, + "TP": 72808, + "n_pred": 81922, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.5746357403596579, + "FN": 33849, + "FP": 48419, + "IoU": 0.4031500975790245, + "TN": 109470981, + "TP": 55569, + "n_pred": 103988, + "n_ref": 89418 + }, + "9": { + "Dice": 0.31264289588140837, + "FN": 25801, + "FP": 103473, + "IoU": 0.18528555402901548, + "TN": 109450144, + "TP": 29400, + "n_pred": 132873, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4138907641896231, + "FN": 21072, + "FP": 85713, + "IoU": 0.2609472001328821, + "TN": 66922863, + "TP": 37704, + "n_pred": 123417, + "n_ref": 58776 + }, + "10": { + "Dice": 0.12697027426856394, + "FN": 72831, + "FP": 9198, + "IoU": 0.06778871286678637, + "TN": 66979358, + "TP": 5965, + "n_pred": 15163, + "n_ref": 78796 + }, + "11": { + "Dice": 0.0, + "FN": 3126, + "FP": 627, + "IoU": 0.0, + "TN": 67063599, + "TP": 0, + "n_pred": 627, + "n_ref": 3126 + }, + "12": { + "Dice": 0.0, + "FN": 3311, + "FP": 15, + "IoU": 0.0, + "TN": 67064026, + "TP": 0, + "n_pred": 15, + "n_ref": 3311 + }, + "13": { + "Dice": 0.0, + "FN": 38211, + "FP": 0, + "IoU": 0.0, + "TN": 67029141, + "TP": 0, + "n_pred": 0, + "n_ref": 38211 + }, + "14": { + "Dice": 0.2941447291567888, + "FN": 54073, + "FP": 48648, + "IoU": 0.17243240630337406, + "TN": 66943228, + "TP": 21403, + "n_pred": 70051, + "n_ref": 75476 + }, + "15": { + "Dice": 0.26776814462635085, + "FN": 12692, + "FP": 89417, + "IoU": 0.15457985245779482, + "TN": 66946573, + "TP": 18670, + "n_pred": 108087, + "n_ref": 31362 + }, + "2": { + "Dice": 0.1096721183191173, + "FN": 134826, + "FP": 47214, + "IoU": 0.05801751081489454, + "TN": 66874100, + "TP": 11212, + "n_pred": 58426, + "n_ref": 146038 + }, + "3": { + "Dice": 0.5000802502497584, + "FN": 84034, + "FP": 68589, + "IoU": 0.33340467070523544, + "TN": 66838393, + "TP": 76336, + "n_pred": 144925, + "n_ref": 160370 + }, + "4": { + "Dice": 0.0, + "FN": 13039, + "FP": 11806, + "IoU": 0.0, + "TN": 67042507, + "TP": 0, + "n_pred": 11806, + "n_ref": 13039 + }, + "5": { + "Dice": 0.18551910028813087, + "FN": 7923, + "FP": 840, + "IoU": 0.10224362257965372, + "TN": 67057591, + "TP": 998, + "n_pred": 1838, + "n_ref": 8921 + }, + "6": { + "Dice": 0.6854792622548671, + "FN": 452534, + "FP": 123144, + "IoU": 0.5214670583521611, + "TN": 65864346, + "TP": 627328, + "n_pred": 750472, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.005527788264860509, + "FN": 350629, + "FP": 2343, + "IoU": 0.002771554415416736, + "TN": 66713399, + "TP": 981, + "n_pred": 3324, + "n_ref": 351610 + }, + "8": { + "Dice": 0.626951312125559, + "FN": 37419, + "FP": 20054, + "IoU": 0.4566125860373648, + "TN": 66961584, + "TP": 48295, + "n_pred": 68349, + "n_ref": 85714 + }, + "9": { + "Dice": 0.26231408923716615, + "FN": 64222, + "FP": 9582, + "IoU": 0.15095598555092837, + "TN": 66980426, + "TP": 13122, + "n_pred": 22704, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5799964377661555, + "FN": 90667, + "FP": 39028, + "IoU": 0.4084471709731123, + "TN": 74300035, + "TP": 89550, + "n_pred": 128578, + "n_ref": 180217 + }, + "10": { + "Dice": 0.06366327053332574, + "FN": 53912, + "FP": 11890, + "IoU": 0.03287820220755743, + "TN": 74451241, + "TP": 2237, + "n_pred": 14127, + "n_ref": 56149 + }, + "11": { + "Dice": 0.0, + "FN": 3387, + "FP": 20, + "IoU": 0.0, + "TN": 74515873, + "TP": 0, + "n_pred": 20, + "n_ref": 3387 + }, + "12": { + "Dice": 0.0, + "FN": 2201, + "FP": 0, + "IoU": 0.0, + "TN": 74517079, + "TP": 0, + "n_pred": 0, + "n_ref": 2201 + }, + "13": { + "Dice": 0.0, + "FN": 42890, + "FP": 1436, + "IoU": 0.0, + "TN": 74474954, + "TP": 0, + "n_pred": 1436, + "n_ref": 42890 + }, + "14": { + "Dice": 0.2701586316565179, + "FN": 17994, + "FP": 57276, + "IoU": 0.15617537919978475, + "TN": 74430079, + "TP": 13931, + "n_pred": 71207, + "n_ref": 31925 + }, + "15": { + "Dice": 0.3427052904901006, + "FN": 13465, + "FP": 51339, + "IoU": 0.20678596783274988, + "TN": 74437582, + "TP": 16894, + "n_pred": 68233, + "n_ref": 30359 + }, + "2": { + "Dice": 0.3065448406959365, + "FN": 109220, + "FP": 34147, + "IoU": 0.18101739453314672, + "TN": 74344225, + "TP": 31688, + "n_pred": 65835, + "n_ref": 140908 + }, + "3": { + "Dice": 0.40378746947658184, + "FN": 88753, + "FP": 108774, + "IoU": 0.2529659815063442, + "TN": 74254865, + "TP": 66888, + "n_pred": 175662, + "n_ref": 155641 + }, + "4": { + "Dice": 0.0, + "FN": 13278, + "FP": 7508, + "IoU": 0.0, + "TN": 74498494, + "TP": 0, + "n_pred": 7508, + "n_ref": 13278 + }, + "5": { + "Dice": 0.17622246523980628, + "FN": 9026, + "FP": 1520, + "IoU": 0.0966249785848895, + "TN": 74507606, + "TP": 1128, + "n_pred": 2648, + "n_ref": 10154 + }, + "6": { + "Dice": 0.6315148825407829, + "FN": 826164, + "FP": 83824, + "IoU": 0.46147004047313145, + "TN": 72829517, + "TP": 779775, + "n_pred": 863599, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.0, + "FN": 167191, + "FP": 1691, + "IoU": 0.0, + "TN": 74350398, + "TP": 0, + "n_pred": 1691, + "n_ref": 167191 + }, + "8": { + "Dice": 0.7395199330493001, + "FN": 25498, + "FP": 1892, + "IoU": 0.5866970469737894, + "TN": 74453009, + "TP": 38881, + "n_pred": 40773, + "n_ref": 64379 + }, + "9": { + "Dice": 0.33814581829431783, + "FN": 66626, + "FP": 36062, + "IoU": 0.2034750232702451, + "TN": 74390360, + "TP": 26232, + "n_pred": 62294, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.42123090171313754, + "FN": 202212, + "FP": 19581, + "IoU": 0.2668096950784122, + "TN": 65748676, + "TP": 80711, + "n_pred": 100292, + "n_ref": 282923 + }, + "10": { + "Dice": 0.1996088817714268, + "FN": 70570, + "FP": 33388, + "IoU": 0.11086973255445985, + "TN": 65934259, + "TP": 12963, + "n_pred": 46351, + "n_ref": 83533 + }, + "11": { + "Dice": 0.0, + "FN": 3637, + "FP": 243, + "IoU": 0.0, + "TN": 66047300, + "TP": 0, + "n_pred": 243, + "n_ref": 3637 + }, + "12": { + "Dice": 0.0, + "FN": 3026, + "FP": 0, + "IoU": 0.0, + "TN": 66048154, + "TP": 0, + "n_pred": 0, + "n_ref": 3026 + }, + "13": { + "Dice": 0.21241462636975383, + "FN": 41297, + "FP": 5636, + "IoU": 0.11882768202470805, + "TN": 65997918, + "TP": 6329, + "n_pred": 11965, + "n_ref": 47626 + }, + "14": { + "Dice": 0.4640972316002701, + "FN": 15711, + "FP": 83498, + "IoU": 0.3021657628000872, + "TN": 65909013, + "TP": 42958, + "n_pred": 126456, + "n_ref": 58669 + }, + "15": { + "Dice": 0.5724624100797209, + "FN": 4741, + "FP": 24916, + "IoU": 0.40101389562126355, + "TN": 66001668, + "TP": 19855, + "n_pred": 44771, + "n_ref": 24596 + }, + "2": { + "Dice": 0.27251224777202016, + "FN": 118890, + "FP": 14903, + "IoU": 0.15775061063127943, + "TN": 65892328, + "TP": 25059, + "n_pred": 39962, + "n_ref": 143949 + }, + "3": { + "Dice": 0.05945990209815661, + "FN": 150292, + "FP": 56450, + "IoU": 0.03064090361361047, + "TN": 65837903, + "TP": 6535, + "n_pred": 62985, + "n_ref": 156827 + }, + "4": { + "Dice": 0.6435042418760194, + "FN": 6052, + "FP": 19959, + "IoU": 0.4743872128033625, + "TN": 66001693, + "TP": 23476, + "n_pred": 43435, + "n_ref": 29528 + }, + "5": { + "Dice": 0.13926143670769797, + "FN": 9221, + "FP": 149, + "IoU": 0.07484202211690363, + "TN": 66041052, + "TP": 758, + "n_pred": 907, + "n_ref": 9979 + }, + "6": { + "Dice": 0.7220445986503795, + "FN": 116974, + "FP": 580952, + "IoU": 0.564999841064754, + "TN": 64446753, + "TP": 906501, + "n_pred": 1487453, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.09293571058291297, + "FN": 928934, + "FP": 191, + "IoU": 0.04873234274200566, + "TN": 65074457, + "TP": 47598, + "n_pred": 47789, + "n_ref": 976532 + }, + "8": { + "Dice": 0.6530234903559272, + "FN": 26908, + "FP": 30891, + "IoU": 0.4848068883758657, + "TN": 65938991, + "TP": 54390, + "n_pred": 85281, + "n_ref": 81298 + }, + "9": { + "Dice": 0.31066773465375375, + "FN": 48753, + "FP": 45913, + "IoU": 0.18389972240900704, + "TN": 65935182, + "TP": 21332, + "n_pred": 67245, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7108975726489385, + "FN": 38680, + "FP": 54827, + "IoU": 0.5514670964585342, + "TN": 113264067, + "TP": 114966, + "n_pred": 169793, + "n_ref": 153646 + }, + "10": { + "Dice": 0.6105709870838478, + "FN": 39274, + "FP": 13399, + "IoU": 0.4394402171021125, + "TN": 113378575, + "TP": 41292, + "n_pred": 54691, + "n_ref": 80566 + }, + "11": { + "Dice": 0.0, + "FN": 3230, + "FP": 0, + "IoU": 0.0, + "TN": 113469310, + "TP": 0, + "n_pred": 0, + "n_ref": 3230 + }, + "12": { + "Dice": 0.0, + "FN": 4083, + "FP": 125, + "IoU": 0.0, + "TN": 113468332, + "TP": 0, + "n_pred": 125, + "n_ref": 4083 + }, + "13": { + "Dice": 0.009962519646959255, + "FN": 76464, + "FP": 5422, + "IoU": 0.00500619699142142, + "TN": 113390242, + "TP": 412, + "n_pred": 5834, + "n_ref": 76876 + }, + "14": { + "Dice": 0.6960633257578676, + "FN": 119031, + "FP": 7217, + "IoU": 0.533816817570861, + "TN": 113201728, + "TP": 144564, + "n_pred": 151781, + "n_ref": 263595 + }, + "15": { + "Dice": 0.2661220106802879, + "FN": 3544, + "FP": 97602, + "IoU": 0.15348370088295601, + "TN": 113353055, + "TP": 18339, + "n_pred": 115941, + "n_ref": 21883 + }, + "2": { + "Dice": 0.10930455487182658, + "FN": 118251, + "FP": 25770, + "IoU": 0.05781182535425035, + "TN": 113319682, + "TP": 8837, + "n_pred": 34607, + "n_ref": 127088 + }, + "3": { + "Dice": 0.3528040786598689, + "FN": 79126, + "FP": 71936, + "IoU": 0.2141846480367881, + "TN": 113280304, + "TP": 41174, + "n_pred": 113110, + "n_ref": 120300 + }, + "4": { + "Dice": 0.670090749770089, + "FN": 11783, + "FP": 7230, + "IoU": 0.5038620113772767, + "TN": 113434218, + "TP": 19309, + "n_pred": 26539, + "n_ref": 31092 + }, + "5": { + "Dice": 0.31376975169300225, + "FN": 25598, + "FP": 6018, + "IoU": 0.18607764390896922, + "TN": 113433696, + "TP": 7228, + "n_pred": 13246, + "n_ref": 32826 + }, + "6": { + "Dice": 0.8211368277739959, + "FN": 294426, + "FP": 75526, + "IoU": 0.6965497329291179, + "TN": 112253388, + "TP": 849200, + "n_pred": 924726, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.09765746134182626, + "FN": 206372, + "FP": 8954, + "IoU": 0.05133537171003357, + "TN": 113245562, + "TP": 11652, + "n_pred": 20606, + "n_ref": 218024 + }, + "8": { + "Dice": 0.4062619102065706, + "FN": 150617, + "FP": 36325, + "IoU": 0.2549113388255832, + "TN": 113221641, + "TP": 63957, + "n_pred": 100282, + "n_ref": 214574 + }, + "9": { + "Dice": 0.2500892077124682, + "FN": 85914, + "FP": 35978, + "IoU": 0.14291540392498786, + "TN": 113330323, + "TP": 20325, + "n_pred": 56303, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5702353607970647, + "FN": 41166, + "FP": 88497, + "IoU": 0.39883162945962863, + "TN": 74981043, + "TP": 86022, + "n_pred": 174519, + "n_ref": 127188 + }, + "10": { + "Dice": 0.13929179353168228, + "FN": 88435, + "FP": 55169, + "IoU": 0.07485955780034015, + "TN": 75041504, + "TP": 11620, + "n_pred": 66789, + "n_ref": 100055 + }, + "11": { + "Dice": 0.0555993690851735, + "FN": 3403, + "FP": 1387, + "IoU": 0.028594605556682213, + "TN": 75191797, + "TP": 141, + "n_pred": 1528, + "n_ref": 3544 + }, + "12": { + "Dice": 0.0, + "FN": 3106, + "FP": 0, + "IoU": 0.0, + "TN": 75193622, + "TP": 0, + "n_pred": 0, + "n_ref": 3106 + }, + "13": { + "Dice": 0.20330053867530654, + "FN": 47542, + "FP": 12949, + "IoU": 0.11315222331363896, + "TN": 75128519, + "TP": 7718, + "n_pred": 20667, + "n_ref": 55260 + }, + "14": { + "Dice": 0.7383372172356657, + "FN": 49728, + "FP": 9334, + "IoU": 0.5852096355081116, + "TN": 75054338, + "TP": 83328, + "n_pred": 92662, + "n_ref": 133056 + }, + "15": { + "Dice": 0.42356799087827535, + "FN": 25891, + "FP": 104540, + "IoU": 0.26868776352381807, + "TN": 75018376, + "TP": 47921, + "n_pred": 152461, + "n_ref": 73812 + }, + "2": { + "Dice": 0.45306799025155314, + "FN": 98070, + "FP": 18403, + "IoU": 0.29288164405184713, + "TN": 75032013, + "TP": 48242, + "n_pred": 66645, + "n_ref": 146312 + }, + "3": { + "Dice": 0.5326021546523146, + "FN": 61222, + "FP": 90235, + "IoU": 0.36295688748685595, + "TN": 74958978, + "TP": 86293, + "n_pred": 176528, + "n_ref": 147515 + }, + "4": { + "Dice": 0.5516710540494774, + "FN": 7045, + "FP": 22078, + "IoU": 0.3809017665440786, + "TN": 75149687, + "TP": 17918, + "n_pred": 39996, + "n_ref": 24963 + }, + "5": { + "Dice": 0.12743881808954552, + "FN": 7136, + "FP": 601, + "IoU": 0.06805589014695254, + "TN": 75188426, + "TP": 565, + "n_pred": 1166, + "n_ref": 7701 + }, + "6": { + "Dice": 0.8093974589114294, + "FN": 133355, + "FP": 395633, + "IoU": 0.6798217129382199, + "TN": 73544561, + "TP": 1123179, + "n_pred": 1518812, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.3953129420172613, + "FN": 111988, + "FP": 9851, + "IoU": 0.2463489314322828, + "TN": 75035063, + "TP": 39826, + "n_pred": 49677, + "n_ref": 151814 + }, + "8": { + "Dice": 0.5397629121935867, + "FN": 46150, + "FP": 19657, + "IoU": 0.3696405992566765, + "TN": 75092332, + "TP": 38589, + "n_pred": 58246, + "n_ref": 84739 + }, + "9": { + "Dice": 0.218232451228856, + "FN": 62422, + "FP": 43692, + "IoU": 0.12248087657639033, + "TN": 75075803, + "TP": 14811, + "n_pred": 58503, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5877543931471246, + "FN": 121093, + "FP": 11829, + "IoU": 0.4161842602271629, + "TN": 86700194, + "TP": 94756, + "n_pred": 106585, + "n_ref": 215849 + }, + "10": { + "Dice": 0.372470727331183, + "FN": 50871, + "FP": 9636, + "IoU": 0.22885654567699837, + "TN": 86849408, + "TP": 17957, + "n_pred": 27593, + "n_ref": 68828 + }, + "11": { + "Dice": 0.0, + "FN": 2590, + "FP": 248, + "IoU": 0.0, + "TN": 86925034, + "TP": 0, + "n_pred": 248, + "n_ref": 2590 + }, + "12": { + "Dice": 0.0, + "FN": 4915, + "FP": 0, + "IoU": 0.0, + "TN": 86922957, + "TP": 0, + "n_pred": 0, + "n_ref": 4915 + }, + "13": { + "Dice": 0.04535172536148319, + "FN": 53316, + "FP": 32778, + "IoU": 0.023201987769318918, + "TN": 86839733, + "TP": 2045, + "n_pred": 34823, + "n_ref": 55361 + }, + "14": { + "Dice": 0.3375489286781004, + "FN": 40333, + "FP": 128229, + "IoU": 0.2030429252932527, + "TN": 86716365, + "TP": 42945, + "n_pred": 171174, + "n_ref": 83278 + }, + "15": { + "Dice": 0.43999836401426284, + "FN": 103484, + "FP": 47129, + "IoU": 0.282049937554223, + "TN": 86718090, + "TP": 59169, + "n_pred": 106298, + "n_ref": 162653 + }, + "2": { + "Dice": 0.37872202400259486, + "FN": 89191, + "FP": 25733, + "IoU": 0.23359475032010243, + "TN": 86777920, + "TP": 35028, + "n_pred": 60761, + "n_ref": 124219 + }, + "3": { + "Dice": 0.0007217464230348929, + "FN": 170280, + "FP": 26323, + "IoU": 0.000361003488005532, + "TN": 86731198, + "TP": 71, + "n_pred": 26394, + "n_ref": 170351 + }, + "4": { + "Dice": 0.2567092449728089, + "FN": 6373, + "FP": 52399, + "IoU": 0.14725555345975827, + "TN": 86858951, + "TP": 10149, + "n_pred": 62548, + "n_ref": 16522 + }, + "5": { + "Dice": 0.0002672367717797969, + "FN": 5472, + "FP": 2010, + "IoU": 0.00013363624214887077, + "TN": 86920389, + "TP": 1, + "n_pred": 2011, + "n_ref": 5473 + }, + "6": { + "Dice": 0.8325532835622029, + "FN": 90201, + "FP": 345884, + "IoU": 0.7131402845541023, + "TN": 85407669, + "TP": 1084118, + "n_pred": 1430002, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.056961165414952636, + "FN": 993021, + "FP": 6487, + "IoU": 0.029315505383152664, + "TN": 85898178, + "TP": 30186, + "n_pred": 36673, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.6571434533995576, + "FN": 22899, + "FP": 9959, + "IoU": 0.4893623634357468, + "TN": 86863525, + "TP": 31489, + "n_pred": 41448, + "n_ref": 54388 + }, + "9": { + "Dice": 0.35825834165479997, + "FN": 20444, + "FP": 88165, + "IoU": 0.2182184631995681, + "TN": 86788947, + "TP": 30316, + "n_pred": 118481, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.24229220425547113, + "FN": 47759, + "FP": 206824, + "IoU": 0.13784555364780704, + "TN": 37454313, + "TP": 40704, + "n_pred": 247528, + "n_ref": 88463 + }, + "10": { + "Dice": 0.015389510833405652, + "FN": 58446, + "FP": 43665, + "IoU": 0.007754423811328455, + "TN": 37646691, + "TP": 798, + "n_pred": 44463, + "n_ref": 59244 + }, + "11": { + "Dice": 0.0, + "FN": 2588, + "FP": 0, + "IoU": 0.0, + "TN": 37747012, + "TP": 0, + "n_pred": 0, + "n_ref": 2588 + }, + "12": { + "Dice": 0.0, + "FN": 2917, + "FP": 0, + "IoU": 0.0, + "TN": 37746683, + "TP": 0, + "n_pred": 0, + "n_ref": 2917 + }, + "13": { + "Dice": 0.0, + "FN": 44885, + "FP": 48, + "IoU": 0.0, + "TN": 37704667, + "TP": 0, + "n_pred": 48, + "n_ref": 44885 + }, + "14": { + "Dice": 0.2192790522336516, + "FN": 58684, + "FP": 237470, + "IoU": 0.12314060353403762, + "TN": 37411856, + "TP": 41590, + "n_pred": 279060, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 113604, + "IoU": 0.0, + "TN": 37635996, + "TP": 0, + "n_pred": 113604, + "n_ref": 0 + }, + "2": { + "Dice": 0.00011185265277208157, + "FN": 100226, + "FP": 7046, + "IoU": 5.59294543149574e-05, + "TN": 37642322, + "TP": 6, + "n_pred": 7052, + "n_ref": 100232 + }, + "3": { + "Dice": 0.21718691705011814, + "FN": 66869, + "FP": 90496, + "IoU": 0.12182259549652613, + "TN": 37570405, + "TP": 21830, + "n_pred": 112326, + "n_ref": 88699 + }, + "4": { + "Dice": 0.0, + "FN": 11694, + "FP": 1969, + "IoU": 0.0, + "TN": 37735937, + "TP": 0, + "n_pred": 1969, + "n_ref": 11694 + }, + "5": { + "Dice": 0.36433260393873085, + "FN": 7385, + "FP": 1911, + "IoU": 0.22274247491638796, + "TN": 37737640, + "TP": 2664, + "n_pred": 4575, + "n_ref": 10049 + }, + "6": { + "Dice": 0.5572874295107122, + "FN": 441797, + "FP": 35997, + "IoU": 0.38627751702593904, + "TN": 36971082, + "TP": 300724, + "n_pred": 336721, + "n_ref": 742521 + }, + "7": { + "Dice": 0.0003471438737784875, + "FN": 345229, + "FP": 329, + "IoU": 0.0001736020693366665, + "TN": 37403982, + "TP": 60, + "n_pred": 389, + "n_ref": 345289 + }, + "8": { + "Dice": 0.6097579069709933, + "FN": 41099, + "FP": 6244, + "IoU": 0.4385983635716827, + "TN": 37665270, + "TP": 36987, + "n_pred": 43231, + "n_ref": 78086 + }, + "9": { + "Dice": 0.023131444217851998, + "FN": 53960, + "FP": 14539, + "IoU": 0.01170105323907084, + "TN": 37680290, + "TP": 811, + "n_pred": 15350, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4858261191346089, + "FN": 104811, + "FP": 92495, + "IoU": 0.3208522649043095, + "TN": 75616168, + "TP": 93214, + "n_pred": 185709, + "n_ref": 198025 + }, + "10": { + "Dice": 0.5468394134334918, + "FN": 59368, + "FP": 31362, + "IoU": 0.3763103806204588, + "TN": 75761215, + "TP": 54743, + "n_pred": 86105, + "n_ref": 114111 + }, + "11": { + "Dice": 0.5728379836596269, + "FN": 2484, + "FP": 287, + "IoU": 0.40138258803197235, + "TN": 75902059, + "TP": 1858, + "n_pred": 2145, + "n_ref": 4342 + }, + "12": { + "Dice": 0.0, + "FN": 4584, + "FP": 3, + "IoU": 0.0, + "TN": 75902101, + "TP": 0, + "n_pred": 3, + "n_ref": 4584 + }, + "13": { + "Dice": 0.21229752541033653, + "FN": 35590, + "FP": 8274, + "IoU": 0.11875439477649423, + "TN": 75856913, + "TP": 5911, + "n_pred": 14185, + "n_ref": 41501 + }, + "14": { + "Dice": 0.4784942784479365, + "FN": 37980, + "FP": 148827, + "IoU": 0.31448733427031234, + "TN": 75634181, + "TP": 85700, + "n_pred": 234527, + "n_ref": 123680 + }, + "15": { + "Dice": 0.6095822918669487, + "FN": 85815, + "FP": 44141, + "IoU": 0.43841666306555466, + "TN": 75675278, + "TP": 101454, + "n_pred": 145595, + "n_ref": 187269 + }, + "2": { + "Dice": 0.39156710248099563, + "FN": 139194, + "FP": 27126, + "IoU": 0.2434463402762931, + "TN": 75686849, + "TP": 53519, + "n_pred": 80645, + "n_ref": 192713 + }, + "3": { + "Dice": 0.014321831416347169, + "FN": 249174, + "FP": 34654, + "IoU": 0.007212564272972122, + "TN": 75620798, + "TP": 2062, + "n_pred": 36716, + "n_ref": 251236 + }, + "4": { + "Dice": 0.440715946859494, + "FN": 6773, + "FP": 52628, + "IoU": 0.2826399372018598, + "TN": 75823883, + "TP": 23404, + "n_pred": 76032, + "n_ref": 30177 + }, + "5": { + "Dice": 0.6072966507177033, + "FN": 4552, + "FP": 2014, + "IoU": 0.43605599931289185, + "TN": 75895045, + "TP": 5077, + "n_pred": 7091, + "n_ref": 9629 + }, + "6": { + "Dice": 0.8092004667139908, + "FN": 219326, + "FP": 482200, + "IoU": 0.6795438225282164, + "TN": 73717540, + "TP": 1487622, + "n_pred": 1969822, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.19870925413057605, + "FN": 242236, + "FP": 11794, + "IoU": 0.11031492533131602, + "TN": 75621160, + "TP": 31498, + "n_pred": 43292, + "n_ref": 273734 + }, + "8": { + "Dice": 0.737753210644777, + "FN": 24880, + "FP": 22658, + "IoU": 0.5844762029631572, + "TN": 75792283, + "TP": 66867, + "n_pred": 89525, + "n_ref": 91747 + }, + "9": { + "Dice": 0.6125130986870493, + "FN": 28062, + "FP": 34800, + "IoU": 0.44145504949087483, + "TN": 75794142, + "TP": 49684, + "n_pred": 84484, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4490483008476321, + "FN": 45965, + "FP": 74478, + "IoU": 0.28953080943336124, + "TN": 61218224, + "TP": 49083, + "n_pred": 123561, + "n_ref": 95048 + }, + "10": { + "Dice": 0.7332227437969858, + "FN": 26117, + "FP": 11676, + "IoU": 0.5788095264630164, + "TN": 61298021, + "TP": 51936, + "n_pred": 63612, + "n_ref": 78053 + }, + "11": { + "Dice": 0.2021549512570549, + "FN": 2948, + "FP": 162, + "IoU": 0.11244292237442922, + "TN": 61384246, + "TP": 394, + "n_pred": 556, + "n_ref": 3342 + }, + "12": { + "Dice": 0.0, + "FN": 3369, + "FP": 2, + "IoU": 0.0, + "TN": 61384379, + "TP": 0, + "n_pred": 2, + "n_ref": 3369 + }, + "13": { + "Dice": 0.0, + "FN": 39455, + "FP": 18, + "IoU": 0.0, + "TN": 61348277, + "TP": 0, + "n_pred": 18, + "n_ref": 39455 + }, + "14": { + "Dice": 0.5372734045194935, + "FN": 17779, + "FP": 66074, + "IoU": 0.36730952057585226, + "TN": 61255216, + "TP": 48681, + "n_pred": 114755, + "n_ref": 66460 + }, + "15": { + "Dice": 0.36803907170545946, + "FN": 10403, + "FP": 100618, + "IoU": 0.22551953623673693, + "TN": 61244401, + "TP": 32328, + "n_pred": 132946, + "n_ref": 42731 + }, + "2": { + "Dice": 0.2554889806806491, + "FN": 108454, + "FP": 35559, + "IoU": 0.14645306211956877, + "TN": 61219027, + "TP": 24710, + "n_pred": 60269, + "n_ref": 133164 + }, + "3": { + "Dice": 0.39683139404573603, + "FN": 71652, + "FP": 116726, + "IoU": 0.24752941928371133, + "TN": 61137404, + "TP": 61968, + "n_pred": 178694, + "n_ref": 133620 + }, + "4": { + "Dice": 0.32069591817225884, + "FN": 10589, + "FP": 24942, + "IoU": 0.19096953413179107, + "TN": 61343832, + "TP": 8387, + "n_pred": 33329, + "n_ref": 18976 + }, + "5": { + "Dice": 0.14186534314159946, + "FN": 25294, + "FP": 3753, + "IoU": 0.07634825744085474, + "TN": 61356302, + "TP": 2401, + "n_pred": 6154, + "n_ref": 27695 + }, + "6": { + "Dice": 0.730656099120098, + "FN": 358033, + "FP": 111351, + "IoU": 0.5756171346580004, + "TN": 60281711, + "TP": 636655, + "n_pred": 748006, + "n_ref": 994688 + }, + "7": { + "Dice": 0.005964589288502016, + "FN": 179581, + "FP": 5074, + "IoU": 0.0029912153297085996, + "TN": 61202541, + "TP": 554, + "n_pred": 5628, + "n_ref": 180135 + }, + "8": { + "Dice": 0.25061258141643994, + "FN": 208317, + "FP": 18916, + "IoU": 0.14325733611332095, + "TN": 61122521, + "TP": 37996, + "n_pred": 56912, + "n_ref": 246313 + }, + "9": { + "Dice": 0.4674617830415284, + "FN": 46049, + "FP": 30661, + "IoU": 0.3050245519940568, + "TN": 61277372, + "TP": 33668, + "n_pred": 64329, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.814176245210728, + "FN": 37189, + "FP": 30517, + "IoU": 0.6865912762520194, + "TN": 39532769, + "TP": 148325, + "n_pred": 178842, + "n_ref": 185514 + }, + "10": { + "Dice": 0.1901536668851504, + "FN": 41388, + "FP": 47572, + "IoU": 0.10506619451933524, + "TN": 39649396, + "TP": 10444, + "n_pred": 58016, + "n_ref": 51832 + }, + "11": { + "Dice": 0.0, + "FN": 3031, + "FP": 0, + "IoU": 0.0, + "TN": 39745769, + "TP": 0, + "n_pred": 0, + "n_ref": 3031 + }, + "12": { + "Dice": 0.0, + "FN": 3460, + "FP": 0, + "IoU": 0.0, + "TN": 39745340, + "TP": 0, + "n_pred": 0, + "n_ref": 3460 + }, + "13": { + "Dice": 0.0, + "FN": 43811, + "FP": 1111, + "IoU": 0.0, + "TN": 39703878, + "TP": 0, + "n_pred": 1111, + "n_ref": 43811 + }, + "14": { + "Dice": 0.27668562144597886, + "FN": 21412, + "FP": 40916, + "IoU": 0.16055435090034884, + "TN": 39674551, + "TP": 11921, + "n_pred": 52837, + "n_ref": 33333 + }, + "15": { + "Dice": 0.5577655828615636, + "FN": 13144, + "FP": 48021, + "IoU": 0.3867371186219758, + "TN": 39649063, + "TP": 38572, + "n_pred": 86593, + "n_ref": 51716 + }, + "2": { + "Dice": 0.186934449920332, + "FN": 105235, + "FP": 4476, + "IoU": 0.10310407691112873, + "TN": 39626477, + "TP": 12612, + "n_pred": 17088, + "n_ref": 117847 + }, + "3": { + "Dice": 0.5760579529989177, + "FN": 26763, + "FP": 131481, + "IoU": 0.40455154352112466, + "TN": 39483044, + "TP": 107512, + "n_pred": 238993, + "n_ref": 134275 + }, + "4": { + "Dice": 0.16246616752785686, + "FN": 21462, + "FP": 2365, + "IoU": 0.08841533399648022, + "TN": 39722662, + "TP": 2311, + "n_pred": 4676, + "n_ref": 23773 + }, + "5": { + "Dice": 0.69822276966391, + "FN": 2556, + "FP": 874, + "IoU": 0.5363611786969451, + "TN": 39741402, + "TP": 3968, + "n_pred": 4842, + "n_ref": 6524 + }, + "6": { + "Dice": 0.8537441728149288, + "FN": 191204, + "FP": 61228, + "IoU": 0.7448111953432937, + "TN": 38759603, + "TP": 736765, + "n_pred": 797993, + "n_ref": 927969 + }, + "7": { + "Dice": 0.006852736942840769, + "FN": 729563, + "FP": 0, + "IoU": 0.003438148836192766, + "TN": 39016720, + "TP": 2517, + "n_pred": 2517, + "n_ref": 732080 + }, + "8": { + "Dice": 0.41263252490023855, + "FN": 30249, + "FP": 24654, + "IoU": 0.2599477004367283, + "TN": 39674612, + "TP": 19285, + "n_pred": 43939, + "n_ref": 49534 + }, + "9": { + "Dice": 0.029328088230128904, + "FN": 40794, + "FP": 14478, + "IoU": 0.014882278503573529, + "TN": 39692693, + "TP": 835, + "n_pred": 15313, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3746048610291321, + "FN": 39837, + "FP": 150881, + "IoU": 0.23047002667075536, + "TN": 101148771, + "TP": 57119, + "n_pred": 208000, + "n_ref": 96956 + }, + "10": { + "Dice": 0.24873668436276616, + "FN": 60979, + "FP": 68363, + "IoU": 0.14203271554983615, + "TN": 101245854, + "TP": 21412, + "n_pred": 89775, + "n_ref": 82391 + }, + "11": { + "Dice": 0.04693013408609739, + "FN": 5396, + "FP": 6, + "IoU": 0.024028906955736225, + "TN": 101391073, + "TP": 133, + "n_pred": 139, + "n_ref": 5529 + }, + "12": { + "Dice": 0.0, + "FN": 5225, + "FP": 0, + "IoU": 0.0, + "TN": 101391383, + "TP": 0, + "n_pred": 0, + "n_ref": 5225 + }, + "13": { + "Dice": 0.05745885801852222, + "FN": 47789, + "FP": 22944, + "IoU": 0.029579223202403655, + "TN": 101323719, + "TP": 2156, + "n_pred": 25100, + "n_ref": 49945 + }, + "14": { + "Dice": 0.6175557959462536, + "FN": 88787, + "FP": 18689, + "IoU": 0.4467129987129987, + "TN": 101202358, + "TP": 86774, + "n_pred": 105463, + "n_ref": 175561 + }, + "15": { + "Dice": 0.3790970870818857, + "FN": 8270, + "FP": 52671, + "IoU": 0.2338801936011063, + "TN": 101317063, + "TP": 18604, + "n_pred": 71275, + "n_ref": 26874 + }, + "2": { + "Dice": 0.2316398144046259, + "FN": 156902, + "FP": 7869, + "IoU": 0.1309913083836125, + "TN": 101207000, + "TP": 24837, + "n_pred": 32706, + "n_ref": 181739 + }, + "3": { + "Dice": 0.19728989495564866, + "FN": 136994, + "FP": 108608, + "IoU": 0.10944072172424796, + "TN": 101120824, + "TP": 30182, + "n_pred": 138790, + "n_ref": 167176 + }, + "4": { + "Dice": 0.11461281803950094, + "FN": 2898, + "FP": 109084, + "IoU": 0.06079006961335234, + "TN": 101277378, + "TP": 7248, + "n_pred": 116332, + "n_ref": 10146 + }, + "5": { + "Dice": 0.33382821492318215, + "FN": 28510, + "FP": 11425, + "IoU": 0.20035642057628, + "TN": 101346667, + "TP": 10006, + "n_pred": 21431, + "n_ref": 38516 + }, + "6": { + "Dice": 0.6515622678121147, + "FN": 280549, + "FP": 1377224, + "IoU": 0.4831978906099973, + "TN": 98188856, + "TP": 1549979, + "n_pred": 2927203, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.11566607317902655, + "FN": 432110, + "FP": 9942, + "IoU": 0.061383001989549026, + "TN": 100925647, + "TP": 28909, + "n_pred": 38851, + "n_ref": 461019 + }, + "8": { + "Dice": 0.34783715541516436, + "FN": 188768, + "FP": 62286, + "IoU": 0.21053442555934654, + "TN": 101078603, + "TP": 66951, + "n_pred": 129237, + "n_ref": 255719 + }, + "9": { + "Dice": 0.35270163200084986, + "FN": 46778, + "FP": 99459, + "IoU": 0.2141091370285579, + "TN": 101210530, + "TP": 39841, + "n_pred": 139300, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.01061263484733888, + "FN": 215662, + "FP": 32882, + "IoU": 0.005334624635320578, + "TN": 73633627, + "TP": 1333, + "n_pred": 34215, + "n_ref": 216995 + }, + "10": { + "Dice": 0.08733567486201706, + "FN": 67138, + "FP": 114756, + "IoU": 0.045661789010320204, + "TN": 73692907, + "TP": 8703, + "n_pred": 123459, + "n_ref": 75841 + }, + "11": { + "Dice": 0.0, + "FN": 6259, + "FP": 1600, + "IoU": 0.0, + "TN": 73875645, + "TP": 0, + "n_pred": 1600, + "n_ref": 6259 + }, + "12": { + "Dice": 0.0, + "FN": 5541, + "FP": 0, + "IoU": 0.0, + "TN": 73877963, + "TP": 0, + "n_pred": 0, + "n_ref": 5541 + }, + "13": { + "Dice": 0.0, + "FN": 61239, + "FP": 28411, + "IoU": 0.0, + "TN": 73793854, + "TP": 0, + "n_pred": 28411, + "n_ref": 61239 + }, + "14": { + "Dice": 0.429123877263787, + "FN": 52816, + "FP": 75763, + "IoU": 0.27317486786693423, + "TN": 73706599, + "TP": 48326, + "n_pred": 124089, + "n_ref": 101142 + }, + "15": { + "Dice": 0.5910897060270235, + "FN": 83980, + "FP": 107224, + "IoU": 0.4195367927650054, + "TN": 73554105, + "TP": 138195, + "n_pred": 245419, + "n_ref": 222175 + }, + "2": { + "Dice": 0.07262525437841834, + "FN": 180540, + "FP": 87871, + "IoU": 0.03768092040398536, + "TN": 73604583, + "TP": 10510, + "n_pred": 98381, + "n_ref": 191050 + }, + "3": { + "Dice": 0.030666457234197857, + "FN": 184212, + "FP": 25608, + "IoU": 0.015571997616578853, + "TN": 73670365, + "TP": 3319, + "n_pred": 28927, + "n_ref": 187531 + }, + "4": { + "Dice": 0.0, + "FN": 47888, + "FP": 62882, + "IoU": 0.0, + "TN": 73772734, + "TP": 0, + "n_pred": 62882, + "n_ref": 47888 + }, + "5": { + "Dice": 0.0, + "FN": 15128, + "FP": 1648, + "IoU": 0.0, + "TN": 73866728, + "TP": 0, + "n_pred": 1648, + "n_ref": 15128 + }, + "6": { + "Dice": 0.3290086281614691, + "FN": 1112953, + "FP": 1286955, + "IoU": 0.19689427109337668, + "TN": 70895220, + "TP": 588376, + "n_pred": 1875331, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.05455471543227887, + "FN": 167083, + "FP": 24104, + "IoU": 0.028042276935278058, + "TN": 73686801, + "TP": 5516, + "n_pred": 29620, + "n_ref": 172599 + }, + "8": { + "Dice": 0.5395398672579541, + "FN": 43191, + "FP": 18693, + "IoU": 0.3694314244956185, + "TN": 73785364, + "TP": 36256, + "n_pred": 54949, + "n_ref": 79447 + }, + "9": { + "Dice": 0.4010063475079886, + "FN": 34713, + "FP": 130995, + "IoU": 0.2507867038014974, + "TN": 73662328, + "TP": 55468, + "n_pred": 186463, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6867653723722354, + "FN": 59297, + "FP": 57506, + "IoU": 0.5229570999150494, + "TN": 69250928, + "TP": 128045, + "n_pred": 185551, + "n_ref": 187342 + }, + "10": { + "Dice": 0.2571539025948923, + "FN": 51176, + "FP": 42979, + "IoU": 0.14754825625611126, + "TN": 69385324, + "TP": 16297, + "n_pred": 59276, + "n_ref": 67473 + }, + "11": { + "Dice": 0.11818412376363176, + "FN": 3228, + "FP": 249, + "IoU": 0.06280323450134771, + "TN": 69492066, + "TP": 233, + "n_pred": 482, + "n_ref": 3461 + }, + "12": { + "Dice": 0.0, + "FN": 3152, + "FP": 0, + "IoU": 0.0, + "TN": 69492624, + "TP": 0, + "n_pred": 0, + "n_ref": 3152 + }, + "13": { + "Dice": 0.49050506206028716, + "FN": 43516, + "FP": 27744, + "IoU": 0.32494647695193346, + "TN": 69390214, + "TP": 34302, + "n_pred": 62046, + "n_ref": 77818 + }, + "14": { + "Dice": 0.48522128269377424, + "FN": 93135, + "FP": 29719, + "IoU": 0.3203248614138553, + "TN": 69315022, + "TP": 57900, + "n_pred": 87619, + "n_ref": 151035 + }, + "15": { + "Dice": 0.46839926795190523, + "FN": 22589, + "FP": 139495, + "IoU": 0.3058233507929642, + "TN": 69262285, + "TP": 71407, + "n_pred": 210902, + "n_ref": 93996 + }, + "2": { + "Dice": 0.4632008065576645, + "FN": 97315, + "FP": 25145, + "IoU": 0.3014062009754985, + "TN": 69320481, + "TP": 52835, + "n_pred": 77980, + "n_ref": 150150 + }, + "3": { + "Dice": 0.5483295116260359, + "FN": 63526, + "FP": 116116, + "IoU": 0.3777231238200807, + "TN": 69207091, + "TP": 109043, + "n_pred": 225159, + "n_ref": 172569 + }, + "4": { + "Dice": 0.2747040878584503, + "FN": 25863, + "FP": 33575, + "IoU": 0.15922143321922652, + "TN": 69425082, + "TP": 11256, + "n_pred": 44831, + "n_ref": 37119 + }, + "5": { + "Dice": 0.6998204780951781, + "FN": 7983, + "FP": 1548, + "IoU": 0.538249115837411, + "TN": 69475135, + "TP": 11110, + "n_pred": 12658, + "n_ref": 19093 + }, + "6": { + "Dice": 0.8176287204404816, + "FN": 152625, + "FP": 425986, + "IoU": 0.691516053016005, + "TN": 67620116, + "TP": 1297049, + "n_pred": 1723035, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.13834682084328093, + "FN": 289493, + "FP": 3208, + "IoU": 0.07431396051220908, + "TN": 69179577, + "TP": 23498, + "n_pred": 26706, + "n_ref": 312991 + }, + "8": { + "Dice": 0.5994279009154667, + "FN": 33258, + "FP": 40821, + "IoU": 0.42798789245285934, + "TN": 69366270, + "TP": 55427, + "n_pred": 96248, + "n_ref": 88685 + }, + "9": { + "Dice": 0.26515700819900717, + "FN": 61353, + "FP": 44047, + "IoU": 0.1528420781893004, + "TN": 69371360, + "TP": 19016, + "n_pred": 63063, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6573980127743833, + "FN": 55332, + "FP": 97968, + "IoU": 0.4896447488006818, + "TN": 50533173, + "TP": 147079, + "n_pred": 245047, + "n_ref": 202411 + }, + "10": { + "Dice": 0.3026778201257239, + "FN": 45265, + "FP": 95615, + "IoU": 0.17832667463766003, + "TN": 50662097, + "TP": 30575, + "n_pred": 126190, + "n_ref": 75840 + }, + "11": { + "Dice": 0.0, + "FN": 6729, + "FP": 89, + "IoU": 0.0, + "TN": 50826734, + "TP": 0, + "n_pred": 89, + "n_ref": 6729 + }, + "12": { + "Dice": 0.0, + "FN": 6299, + "FP": 0, + "IoU": 0.0, + "TN": 50827253, + "TP": 0, + "n_pred": 0, + "n_ref": 6299 + }, + "13": { + "Dice": 0.20394986707178123, + "FN": 40745, + "FP": 17943, + "IoU": 0.11355466271939099, + "TN": 50767346, + "TP": 7518, + "n_pred": 25461, + "n_ref": 48263 + }, + "14": { + "Dice": 0.09949310635232551, + "FN": 41345, + "FP": 128668, + "IoU": 0.05235082634263259, + "TN": 50654147, + "TP": 9392, + "n_pred": 138060, + "n_ref": 50737 + }, + "15": { + "Dice": 0.2243412984503326, + "FN": 4572, + "FP": 204150, + "IoU": 0.12634257825253448, + "TN": 50594646, + "TP": 30184, + "n_pred": 234334, + "n_ref": 34756 + }, + "2": { + "Dice": 0.19506290603478801, + "FN": 185077, + "FP": 37699, + "IoU": 0.10807185839715898, + "TN": 50583783, + "TP": 26993, + "n_pred": 64692, + "n_ref": 212070 + }, + "3": { + "Dice": 0.46880011031218793, + "FN": 97741, + "FP": 141104, + "IoU": 0.3061651933685608, + "TN": 50489313, + "TP": 105394, + "n_pred": 246498, + "n_ref": 203135 + }, + "4": { + "Dice": 0.29209760326995726, + "FN": 8532, + "FP": 37190, + "IoU": 0.1710271054301514, + "TN": 50778397, + "TP": 9433, + "n_pred": 46623, + "n_ref": 17965 + }, + "5": { + "Dice": 0.5161409743817562, + "FN": 5873, + "FP": 7197, + "IoU": 0.34783693428471635, + "TN": 50813511, + "TP": 6971, + "n_pred": 14168, + "n_ref": 12844 + }, + "6": { + "Dice": 0.7786091062777444, + "FN": 495272, + "FP": 472113, + "IoU": 0.6374774122516097, + "TN": 48165070, + "TP": 1701097, + "n_pred": 2173210, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.32180957497052665, + "FN": 183733, + "FP": 4376, + "IoU": 0.19175986835038392, + "TN": 50600813, + "TP": 44630, + "n_pred": 49006, + "n_ref": 228363 + }, + "8": { + "Dice": 0.46834557733302745, + "FN": 61071, + "FP": 33950, + "IoU": 0.3057775764571796, + "TN": 50696678, + "TP": 41853, + "n_pred": 75803, + "n_ref": 102924 + }, + "9": { + "Dice": 0.5332893693244098, + "FN": 55276, + "FP": 49466, + "IoU": 0.36359548923346136, + "TN": 50668968, + "TP": 59842, + "n_pred": 109308, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5324725948069648, + "FN": 117015, + "FP": 49702, + "IoU": 0.3628365595918289, + "TN": 76623205, + "TP": 94938, + "n_pred": 144640, + "n_ref": 211953 + }, + "10": { + "Dice": 0.07884313777612377, + "FN": 61993, + "FP": 7313, + "IoU": 0.041039406685853444, + "TN": 76812588, + "TP": 2966, + "n_pred": 10279, + "n_ref": 64959 + }, + "11": { + "Dice": 0.22061796130522668, + "FN": 2492, + "FP": 207, + "IoU": 0.12398571892242778, + "TN": 76881779, + "TP": 382, + "n_pred": 589, + "n_ref": 2874 + }, + "12": { + "Dice": 0.0, + "FN": 2609, + "FP": 0, + "IoU": 0.0, + "TN": 76882251, + "TP": 0, + "n_pred": 0, + "n_ref": 2609 + }, + "13": { + "Dice": 0.03867624242230362, + "FN": 41574, + "FP": 18527, + "IoU": 0.019719458489642797, + "TN": 76823550, + "TP": 1209, + "n_pred": 19736, + "n_ref": 42783 + }, + "14": { + "Dice": 0.5752185221012877, + "FN": 31857, + "FP": 41476, + "IoU": 0.4037240313859414, + "TN": 76761875, + "TP": 49652, + "n_pred": 91128, + "n_ref": 81509 + }, + "15": { + "Dice": 0.11556301424142834, + "FN": 35057, + "FP": 40833, + "IoU": 0.06132495547199683, + "TN": 76804012, + "TP": 4958, + "n_pred": 45791, + "n_ref": 40015 + }, + "2": { + "Dice": 0.5183802267496245, + "FN": 37119, + "FP": 86966, + "IoU": 0.34987399338792746, + "TN": 76693997, + "TP": 66778, + "n_pred": 153744, + "n_ref": 103897 + }, + "3": { + "Dice": 0.0807467911318553, + "FN": 92047, + "FP": 30062, + "IoU": 0.04207198443579767, + "TN": 76757388, + "TP": 5363, + "n_pred": 35425, + "n_ref": 97410 + }, + "4": { + "Dice": 0.4501195078522273, + "FN": 10852, + "FP": 23427, + "IoU": 0.2904220745616759, + "TN": 76836551, + "TP": 14030, + "n_pred": 37457, + "n_ref": 24882 + }, + "5": { + "Dice": 0.5850438869306794, + "FN": 7290, + "FP": 4718, + "IoU": 0.413471401357886, + "TN": 76864387, + "TP": 8465, + "n_pred": 13183, + "n_ref": 15755 + }, + "6": { + "Dice": 0.7450313524975036, + "FN": 103648, + "FP": 599554, + "IoU": 0.5936653110658859, + "TN": 75154262, + "TP": 1027396, + "n_pred": 1626950, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.20756576533126436, + "FN": 141359, + "FP": 9801, + "IoU": 0.11580104938668788, + "TN": 76713903, + "TP": 19797, + "n_pred": 29598, + "n_ref": 161156 + }, + "8": { + "Dice": 0.7395784392598552, + "FN": 19850, + "FP": 20613, + "IoU": 0.5867706982301698, + "TN": 76786941, + "TP": 57456, + "n_pred": 78069, + "n_ref": 77306 + }, + "9": { + "Dice": 0.43406533995829366, + "FN": 49616, + "FP": 60297, + "IoU": 0.2771924978956229, + "TN": 76732796, + "TP": 42151, + "n_pred": 102448, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.19216981709182113, + "FN": 108866, + "FP": 23190, + "IoU": 0.1062985997847905, + "TN": 130852169, + "TP": 15707, + "n_pred": 38897, + "n_ref": 124573 + }, + "10": { + "Dice": 0.007476241255258563, + "FN": 57244, + "FP": 27455, + "IoU": 0.003752146604248512, + "TN": 130914914, + "TP": 319, + "n_pred": 27774, + "n_ref": 57563 + }, + "11": { + "Dice": 0.22343621961212784, + "FN": 4750, + "FP": 936, + "IoU": 0.12576875768757687, + "TN": 130993428, + "TP": 818, + "n_pred": 1754, + "n_ref": 5568 + }, + "12": { + "Dice": 0.0, + "FN": 7302, + "FP": 0, + "IoU": 0.0, + "TN": 130992630, + "TP": 0, + "n_pred": 0, + "n_ref": 7302 + }, + "13": { + "Dice": 0.011594626778365053, + "FN": 77862, + "FP": 16762, + "IoU": 0.005831118208848591, + "TN": 130904753, + "TP": 555, + "n_pred": 17317, + "n_ref": 78417 + }, + "14": { + "Dice": 0.0, + "FN": 946125, + "FP": 14962, + "IoU": 0.0, + "TN": 130038845, + "TP": 0, + "n_pred": 14962, + "n_ref": 946125 + }, + "15": { + "Dice": 0.07325791716484258, + "FN": 19336, + "FP": 131811, + "IoU": 0.03802165210251971, + "TN": 130842811, + "TP": 5974, + "n_pred": 137785, + "n_ref": 25310 + }, + "2": { + "Dice": 0.13948329976844942, + "FN": 196657, + "FP": 77236, + "IoU": 0.0749701949738425, + "TN": 130703841, + "TP": 22198, + "n_pred": 99434, + "n_ref": 218855 + }, + "3": { + "Dice": 0.0017751837012854967, + "FN": 282718, + "FP": 80542, + "IoU": 0.0008883803698192709, + "TN": 130636349, + "TP": 323, + "n_pred": 80865, + "n_ref": 283041 + }, + "4": { + "Dice": 0.0, + "FN": 2280, + "FP": 34022, + "IoU": 0.0, + "TN": 130963630, + "TP": 0, + "n_pred": 34022, + "n_ref": 2280 + }, + "5": { + "Dice": 0.22075388584733496, + "FN": 20211, + "FP": 4555, + "IoU": 0.12407158520195233, + "TN": 130971658, + "TP": 3508, + "n_pred": 8063, + "n_ref": 23719 + }, + "6": { + "Dice": 0.6681226713729445, + "FN": 519009, + "FP": 428753, + "IoU": 0.5016397959575362, + "TN": 129098171, + "TP": 953999, + "n_pred": 1382752, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.1385757726968367, + "FN": 187821, + "FP": 14158, + "IoU": 0.07444609920953145, + "TN": 130781707, + "TP": 16246, + "n_pred": 30404, + "n_ref": 204067 + }, + "8": { + "Dice": 0.5231093519451016, + "FN": 70185, + "FP": 31624, + "IoU": 0.35419640081955256, + "TN": 130842285, + "TP": 55838, + "n_pred": 87462, + "n_ref": 126023 + }, + "9": { + "Dice": 0.2685559035508094, + "FN": 35868, + "FP": 80436, + "IoU": 0.15510515418982238, + "TN": 130862277, + "TP": 21351, + "n_pred": 101787, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 57417, + "FP": 251, + "IoU": 0.0, + "TN": 74369030, + "TP": 0, + "n_pred": 251, + "n_ref": 57417 + }, + "10": { + "Dice": 0.15005593937786185, + "FN": 72270, + "FP": 1421, + "IoU": 0.08111377126041198, + "TN": 74346502, + "TP": 6505, + "n_pred": 7926, + "n_ref": 78775 + }, + "11": { + "Dice": 0.0300187617260788, + "FN": 2348, + "FP": 237, + "IoU": 0.015238095238095238, + "TN": 74424073, + "TP": 40, + "n_pred": 277, + "n_ref": 2388 + }, + "12": { + "Dice": 0.0, + "FN": 2457, + "FP": 0, + "IoU": 0.0, + "TN": 74424241, + "TP": 0, + "n_pred": 0, + "n_ref": 2457 + }, + "13": { + "Dice": 0.0, + "FN": 103327, + "FP": 9, + "IoU": 0.0, + "TN": 74323362, + "TP": 0, + "n_pred": 9, + "n_ref": 103327 + }, + "14": { + "Dice": 0.456499689423901, + "FN": 112836, + "FP": 25412, + "IoU": 0.29575613707101633, + "TN": 74230391, + "TP": 58059, + "n_pred": 83471, + "n_ref": 170895 + }, + "15": { + "Dice": 0.15436205744822978, + "FN": 10664, + "FP": 115928, + "IoU": 0.08363615305546306, + "TN": 74288552, + "TP": 11554, + "n_pred": 127482, + "n_ref": 22218 + }, + "2": { + "Dice": 0.4282366678396622, + "FN": 65208, + "FP": 77774, + "IoU": 0.2724562019468063, + "TN": 74230171, + "TP": 53545, + "n_pred": 131319, + "n_ref": 118753 + }, + "3": { + "Dice": 0.0, + "FN": 131193, + "FP": 47829, + "IoU": 0.0, + "TN": 74247676, + "TP": 0, + "n_pred": 47829, + "n_ref": 131193 + }, + "4": { + "Dice": 0.5067655452233504, + "FN": 17408, + "FP": 7999, + "IoU": 0.3393743987103149, + "TN": 74388239, + "TP": 13052, + "n_pred": 21051, + "n_ref": 30460 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 4219, + "IoU": 0.0, + "TN": 74422479, + "TP": 0, + "n_pred": 4219, + "n_ref": 0 + }, + "6": { + "Dice": 0.7518255566308499, + "FN": 208204, + "FP": 240311, + "IoU": 0.6023401301195334, + "TN": 73298812, + "TP": 679371, + "n_pred": 919682, + "n_ref": 887575 + }, + "7": { + "Dice": 0.004080797142121354, + "FN": 150204, + "FP": 619, + "IoU": 0.0020445703093984065, + "TN": 74275566, + "TP": 309, + "n_pred": 928, + "n_ref": 150513 + }, + "8": { + "Dice": 0.5521018997522062, + "FN": 17832, + "FP": 23380, + "IoU": 0.3813126763946436, + "TN": 74360086, + "TP": 25400, + "n_pred": 48780, + "n_ref": 43232 + }, + "9": { + "Dice": 0.1548223054223964, + "FN": 27135, + "FP": 45328, + "IoU": 0.08390644753476612, + "TN": 74347598, + "TP": 6637, + "n_pred": 51965, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5760539029354783, + "FN": 46442, + "FP": 91856, + "IoU": 0.40454754862070896, + "TN": 106414431, + "TP": 93959, + "n_pred": 185815, + "n_ref": 140401 + }, + "10": { + "Dice": 0.5105448819851327, + "FN": 48760, + "FP": 48227, + "IoU": 0.34277292132547266, + "TN": 106499118, + "TP": 50583, + "n_pred": 98810, + "n_ref": 99343 + }, + "11": { + "Dice": 0.14266435319066897, + "FN": 4281, + "FP": 166, + "IoU": 0.0768112933361013, + "TN": 106641871, + "TP": 370, + "n_pred": 536, + "n_ref": 4651 + }, + "12": { + "Dice": 0.0, + "FN": 5470, + "FP": 0, + "IoU": 0.0, + "TN": 106641218, + "TP": 0, + "n_pred": 0, + "n_ref": 5470 + }, + "13": { + "Dice": 0.0740846107503849, + "FN": 36516, + "FP": 74142, + "IoU": 0.038467219880957554, + "TN": 106531603, + "TP": 4427, + "n_pred": 78569, + "n_ref": 40943 + }, + "14": { + "Dice": 0.3678483187596982, + "FN": 15020, + "FP": 174824, + "IoU": 0.22537630723154575, + "TN": 106401609, + "TP": 55235, + "n_pred": 230059, + "n_ref": 70255 + }, + "15": { + "Dice": 0.16886214879140765, + "FN": 5006, + "FP": 207181, + "IoU": 0.09221705983520291, + "TN": 106412946, + "TP": 21555, + "n_pred": 228736, + "n_ref": 26561 + }, + "2": { + "Dice": 0.22025862068965518, + "FN": 163167, + "FP": 3261, + "IoU": 0.1237587793654638, + "TN": 106456754, + "TP": 23506, + "n_pred": 26767, + "n_ref": 186673 + }, + "3": { + "Dice": 0.011849355373669287, + "FN": 149163, + "FP": 72495, + "IoU": 0.005959988698892761, + "TN": 106423701, + "TP": 1329, + "n_pred": 73824, + "n_ref": 150492 + }, + "4": { + "Dice": 0.494458985353901, + "FN": 1204, + "FP": 16952, + "IoU": 0.3284261142962826, + "TN": 106619653, + "TP": 8879, + "n_pred": 25831, + "n_ref": 10083 + }, + "5": { + "Dice": 0.0, + "FN": 4442, + "FP": 5852, + "IoU": 0.0, + "TN": 106636394, + "TP": 0, + "n_pred": 5852, + "n_ref": 4442 + }, + "6": { + "Dice": 0.8874612471862403, + "FN": 204574, + "FP": 66298, + "IoU": 0.7976901882669093, + "TN": 105307791, + "TP": 1068025, + "n_pred": 1134323, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.19083565739878383, + "FN": 299856, + "FP": 13785, + "IoU": 0.10548276511154335, + "TN": 106296062, + "TP": 36985, + "n_pred": 50770, + "n_ref": 336841 + }, + "8": { + "Dice": 0.5228205701152361, + "FN": 30085, + "FP": 44658, + "IoU": 0.3539316616100061, + "TN": 106530999, + "TP": 40946, + "n_pred": 85604, + "n_ref": 71031 + }, + "9": { + "Dice": 0.45526345481214037, + "FN": 40699, + "FP": 65517, + "IoU": 0.29471915857132425, + "TN": 106496087, + "TP": 44385, + "n_pred": 109902, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5249388711249423, + "FN": 93344, + "FP": 17788, + "IoU": 0.35587601140657965, + "TN": 107954396, + "TP": 61400, + "n_pred": 79188, + "n_ref": 154744 + }, + "10": { + "Dice": 0.5612328407529222, + "FN": 44795, + "FP": 12035, + "IoU": 0.3900789902979308, + "TN": 108033752, + "TP": 36346, + "n_pred": 48381, + "n_ref": 81141 + }, + "11": { + "Dice": 0.22577777777777777, + "FN": 2529, + "FP": 955, + "IoU": 0.12725450901803606, + "TN": 108122936, + "TP": 508, + "n_pred": 1463, + "n_ref": 3037 + }, + "12": { + "Dice": 0.0, + "FN": 3974, + "FP": 0, + "IoU": 0.0, + "TN": 108122954, + "TP": 0, + "n_pred": 0, + "n_ref": 3974 + }, + "13": { + "Dice": 0.14190323638960187, + "FN": 70069, + "FP": 18859, + "IoU": 0.07637020803689201, + "TN": 108030647, + "TP": 7353, + "n_pred": 26212, + "n_ref": 77422 + }, + "14": { + "Dice": 0.36344002021919447, + "FN": 16166, + "FP": 66949, + "IoU": 0.2220755882518111, + "TN": 108020086, + "TP": 23727, + "n_pred": 90676, + "n_ref": 39893 + }, + "15": { + "Dice": 0.09295158726283292, + "FN": 18665, + "FP": 148514, + "IoU": 0.04874107371475718, + "TN": 107951183, + "TP": 8566, + "n_pred": 157080, + "n_ref": 27231 + }, + "2": { + "Dice": 0.3929273325047602, + "FN": 126220, + "FP": 72090, + "IoU": 0.24449879613544237, + "TN": 107864440, + "TP": 64178, + "n_pred": 136268, + "n_ref": 190398 + }, + "3": { + "Dice": 0.04162820749492339, + "FN": 193922, + "FP": 96802, + "IoU": 0.021256539567328085, + "TN": 107829890, + "TP": 6314, + "n_pred": 103116, + "n_ref": 200236 + }, + "4": { + "Dice": 0.5178049513334365, + "FN": 4874, + "FP": 48085, + "IoU": 0.3493500749440991, + "TN": 108045534, + "TP": 28435, + "n_pred": 76520, + "n_ref": 33309 + }, + "5": { + "Dice": 0.0, + "FN": 3877, + "FP": 3614, + "IoU": 0.0, + "TN": 108119437, + "TP": 0, + "n_pred": 3614, + "n_ref": 3877 + }, + "6": { + "Dice": 0.8522291994390366, + "FN": 181058, + "FP": 269185, + "IoU": 0.7425081723829502, + "TN": 106378356, + "TP": 1298329, + "n_pred": 1567514, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.21708605114489232, + "FN": 224567, + "FP": 4927, + "IoU": 0.12175912992564415, + "TN": 107865617, + "TP": 31817, + "n_pred": 36744, + "n_ref": 256384 + }, + "8": { + "Dice": 0.6116342479499681, + "FN": 13000, + "FP": 25315, + "IoU": 0.44054259264667234, + "TN": 108058442, + "TP": 30171, + "n_pred": 55486, + "n_ref": 43171 + }, + "9": { + "Dice": 0.3497615566195514, + "FN": 25140, + "FP": 110938, + "IoU": 0.2119460724130742, + "TN": 107954252, + "TP": 36598, + "n_pred": 147536, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.07371955139652832, + "FN": 116237, + "FP": 91235, + "IoU": 0.038270414596158125, + "TN": 62354432, + "TP": 8256, + "n_pred": 99491, + "n_ref": 124493 + }, + "10": { + "Dice": 0.16881443298969073, + "FN": 52989, + "FP": 7641, + "IoU": 0.09218859957776214, + "TN": 62503373, + "TP": 6157, + "n_pred": 13798, + "n_ref": 59146 + }, + "11": { + "Dice": 0.1939799331103679, + "FN": 1646, + "FP": 1728, + "IoU": 0.10740740740740741, + "TN": 62566380, + "TP": 406, + "n_pred": 2134, + "n_ref": 2052 + }, + "12": { + "Dice": 0.004672897196261682, + "FN": 4257, + "FP": 3, + "IoU": 0.00234192037470726, + "TN": 62565890, + "TP": 10, + "n_pred": 13, + "n_ref": 4267 + }, + "13": { + "Dice": 0.1257231305020799, + "FN": 38460, + "FP": 6727, + "IoU": 0.06707820629284003, + "TN": 62521724, + "TP": 3249, + "n_pred": 9976, + "n_ref": 41709 + }, + "14": { + "Dice": 0.5898467702256274, + "FN": 186601, + "FP": 46809, + "IoU": 0.4182855861132226, + "TN": 62168915, + "TP": 167835, + "n_pred": 214644, + "n_ref": 354436 + }, + "15": { + "Dice": 0.35814958000399766, + "FN": 54607, + "FP": 77050, + "IoU": 0.21813776434327659, + "TN": 62401771, + "TP": 36732, + "n_pred": 113782, + "n_ref": 91339 + }, + "2": { + "Dice": 0.11878626389009568, + "FN": 154708, + "FP": 27846, + "IoU": 0.06314341725769534, + "TN": 62375302, + "TP": 12304, + "n_pred": 40150, + "n_ref": 167012 + }, + "3": { + "Dice": 8.144350467689326e-06, + "FN": 200167, + "FP": 45400, + "IoU": 4.0721918165233255e-06, + "TN": 62324592, + "TP": 1, + "n_pred": 45401, + "n_ref": 200168 + }, + "4": { + "Dice": 0.7030649195505282, + "FN": 4647, + "FP": 11261, + "IoU": 0.5420972338159523, + "TN": 62535419, + "TP": 18833, + "n_pred": 30094, + "n_ref": 23480 + }, + "5": { + "Dice": 0.12455350209659885, + "FN": 7373, + "FP": 3901, + "IoU": 0.06641271944352435, + "TN": 62558084, + "TP": 802, + "n_pred": 4703, + "n_ref": 8175 + }, + "6": { + "Dice": 0.757531906327215, + "FN": 358750, + "FP": 344648, + "IoU": 0.6096992833738857, + "TN": 60767965, + "TP": 1098797, + "n_pred": 1443445, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.0974208153551458, + "FN": 177327, + "FP": 9265, + "IoU": 0.05120460485503046, + "TN": 62373498, + "TP": 10070, + "n_pred": 19335, + "n_ref": 187397 + }, + "8": { + "Dice": 0.649571461663192, + "FN": 28061, + "FP": 17323, + "IoU": 0.4810113554495866, + "TN": 62482713, + "TP": 42063, + "n_pred": 59386, + "n_ref": 70124 + }, + "9": { + "Dice": 0.37951118480518625, + "FN": 17896, + "FP": 85761, + "IoU": 0.23419549783166, + "TN": 62434803, + "TP": 31700, + "n_pred": 117461, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.24494726599568006, + "FN": 240053, + "FP": 10586, + "IoU": 0.13956689804802022, + "TN": 55089954, + "TP": 40655, + "n_pred": 51241, + "n_ref": 280708 + }, + "10": { + "Dice": 0.3464584290307763, + "FN": 57713, + "FP": 13425, + "IoU": 0.20952507944974108, + "TN": 55291254, + "TP": 18856, + "n_pred": 32281, + "n_ref": 76569 + }, + "11": { + "Dice": 0.19698584259400212, + "FN": 3680, + "FP": 1595, + "IoU": 0.10925363053022627, + "TN": 55375326, + "TP": 647, + "n_pred": 2242, + "n_ref": 4327 + }, + "12": { + "Dice": 0.0, + "FN": 4728, + "FP": 15, + "IoU": 0.0, + "TN": 55376505, + "TP": 0, + "n_pred": 15, + "n_ref": 4728 + }, + "13": { + "Dice": 0.3338495872001561, + "FN": 41183, + "FP": 13442, + "IoU": 0.20037181795558678, + "TN": 55312935, + "TP": 13688, + "n_pred": 27130, + "n_ref": 54871 + }, + "14": { + "Dice": 0.5074728873133656, + "FN": 27617, + "FP": 103541, + "IoU": 0.340009158292532, + "TN": 55182521, + "TP": 67569, + "n_pred": 171110, + "n_ref": 95186 + }, + "15": { + "Dice": 0.5733975695478645, + "FN": 10854, + "FP": 103728, + "IoU": 0.4019322814178415, + "TN": 55189661, + "TP": 77005, + "n_pred": 180733, + "n_ref": 87859 + }, + "2": { + "Dice": 0.36203853629623745, + "FN": 140700, + "FP": 51965, + "IoU": 0.22102994747971358, + "TN": 55133915, + "TP": 54668, + "n_pred": 106633, + "n_ref": 195368 + }, + "3": { + "Dice": 0.007008920444201711, + "FN": 183119, + "FP": 35061, + "IoU": 0.0035167846540306007, + "TN": 55162298, + "TP": 770, + "n_pred": 35831, + "n_ref": 183889 + }, + "4": { + "Dice": 0.05305978068623983, + "FN": 6584, + "FP": 22863, + "IoU": 0.027252906976744186, + "TN": 55350976, + "TP": 825, + "n_pred": 23688, + "n_ref": 7409 + }, + "5": { + "Dice": 0.03153153153153153, + "FN": 5451, + "FP": 6159, + "IoU": 0.016018306636155607, + "TN": 55369449, + "TP": 189, + "n_pred": 6348, + "n_ref": 5640 + }, + "6": { + "Dice": 0.812448742763433, + "FN": 190650, + "FP": 413317, + "IoU": 0.6841378322094511, + "TN": 53469126, + "TP": 1308155, + "n_pred": 1721472, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.056296343782721116, + "FN": 169984, + "FP": 6666, + "IoU": 0.02896343977264607, + "TN": 55199329, + "TP": 5269, + "n_pred": 11935, + "n_ref": 175253 + }, + "8": { + "Dice": 0.7595727337207948, + "FN": 11177, + "FP": 11534, + "IoU": 0.6123476598504762, + "TN": 55322662, + "TP": 35875, + "n_pred": 47409, + "n_ref": 47052 + }, + "9": { + "Dice": 0.5277354954911248, + "FN": 7405, + "FP": 70470, + "IoU": 0.35845155124973227, + "TN": 55259862, + "TP": 43511, + "n_pred": 113981, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5778225745335496, + "FN": 136247, + "FP": 86585, + "IoU": 0.40629429506239945, + "TN": 110771291, + "TP": 152492, + "n_pred": 239077, + "n_ref": 288739 + }, + "10": { + "Dice": 0.4539873594551125, + "FN": 52213, + "FP": 20096, + "IoU": 0.29365048354009965, + "TN": 111044245, + "TP": 30061, + "n_pred": 50157, + "n_ref": 82274 + }, + "11": { + "Dice": 0.5271758436944938, + "FN": 2150, + "FP": 512, + "IoU": 0.3579353593825374, + "TN": 111142469, + "TP": 1484, + "n_pred": 1996, + "n_ref": 3634 + }, + "12": { + "Dice": 0.0, + "FN": 3104, + "FP": 0, + "IoU": 0.0, + "TN": 111143511, + "TP": 0, + "n_pred": 0, + "n_ref": 3104 + }, + "13": { + "Dice": 0.307980106766437, + "FN": 45719, + "FP": 30116, + "IoU": 0.18201919965483768, + "TN": 111053905, + "TP": 16875, + "n_pred": 46991, + "n_ref": 62594 + }, + "14": { + "Dice": 0.15085898805068995, + "FN": 32146, + "FP": 68833, + "IoU": 0.08158327952050497, + "TN": 111036666, + "TP": 8970, + "n_pred": 77803, + "n_ref": 41116 + }, + "15": { + "Dice": 0.19120404411764705, + "FN": 4561, + "FP": 171433, + "IoU": 0.10570791221410895, + "TN": 110949818, + "TP": 20803, + "n_pred": 192236, + "n_ref": 25364 + }, + "2": { + "Dice": 0.3840667390858941, + "FN": 106212, + "FP": 53117, + "IoU": 0.2376748770358462, + "TN": 110937611, + "TP": 49675, + "n_pred": 102792, + "n_ref": 155887 + }, + "3": { + "Dice": 0.00013887511159607182, + "FN": 244540, + "FP": 57848, + "IoU": 6.944237770701268e-05, + "TN": 110844206, + "TP": 21, + "n_pred": 57869, + "n_ref": 244561 + }, + "4": { + "Dice": 0.3644504706197676, + "FN": 7280, + "FP": 33031, + "IoU": 0.22283059245406697, + "TN": 111094746, + "TP": 11558, + "n_pred": 44589, + "n_ref": 18838 + }, + "5": { + "Dice": 0.0, + "FN": 4767, + "FP": 389, + "IoU": 0.0, + "TN": 111141459, + "TP": 0, + "n_pred": 389, + "n_ref": 4767 + }, + "6": { + "Dice": 0.8623502254259984, + "FN": 126539, + "FP": 345196, + "IoU": 0.7580102811068631, + "TN": 109197214, + "TP": 1477666, + "n_pred": 1822862, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.05914328237578482, + "FN": 366699, + "FP": 15127, + "IoU": 0.0304727710390603, + "TN": 110752788, + "TP": 12001, + "n_pred": 27128, + "n_ref": 378700 + }, + "8": { + "Dice": 0.6326851915695603, + "FN": 25494, + "FP": 38432, + "IoU": 0.46272093863726144, + "TN": 111027634, + "TP": 55055, + "n_pred": 93487, + "n_ref": 80549 + }, + "9": { + "Dice": 0.34669833387311527, + "FN": 31768, + "FP": 59005, + "IoU": 0.2097005894183303, + "TN": 111031756, + "TP": 24086, + "n_pred": 83091, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.752267327361667, + "FN": 54173, + "FP": 43316, + "IoU": 0.602907452740655, + "TN": 96875518, + "TP": 148018, + "n_pred": 191334, + "n_ref": 202191 + }, + "10": { + "Dice": 0.19202511944650225, + "FN": 60274, + "FP": 58609, + "IoU": 0.10621005939403053, + "TN": 96988015, + "TP": 14127, + "n_pred": 72736, + "n_ref": 74401 + }, + "11": { + "Dice": 0.10453603499884873, + "FN": 3685, + "FP": 204, + "IoU": 0.05515063168124393, + "TN": 97116909, + "TP": 227, + "n_pred": 431, + "n_ref": 3912 + }, + "12": { + "Dice": 0.0, + "FN": 5283, + "FP": 0, + "IoU": 0.0, + "TN": 97115742, + "TP": 0, + "n_pred": 0, + "n_ref": 5283 + }, + "13": { + "Dice": 0.23831977898836137, + "FN": 40631, + "FP": 28020, + "IoU": 0.13527981761156807, + "TN": 97041634, + "TP": 10740, + "n_pred": 38760, + "n_ref": 51371 + }, + "14": { + "Dice": 0.6592538291371224, + "FN": 31685, + "FP": 73365, + "IoU": 0.4917066656344352, + "TN": 96914353, + "TP": 101622, + "n_pred": 174987, + "n_ref": 133307 + }, + "15": { + "Dice": 0.44937099346916665, + "FN": 8774, + "FP": 137592, + "IoU": 0.2897991663876637, + "TN": 96914934, + "TP": 59725, + "n_pred": 197317, + "n_ref": 68499 + }, + "2": { + "Dice": 0.3429695977028092, + "FN": 125829, + "FP": 33424, + "IoU": 0.20697845810634505, + "TN": 96920207, + "TP": 41565, + "n_pred": 74989, + "n_ref": 167394 + }, + "3": { + "Dice": 0.09859236141643182, + "FN": 206165, + "FP": 43963, + "IoU": 0.05185230111407203, + "TN": 96857218, + "TP": 13679, + "n_pred": 57642, + "n_ref": 219844 + }, + "4": { + "Dice": 0.4319180320068518, + "FN": 3617, + "FP": 32200, + "IoU": 0.27544352962595836, + "TN": 97071592, + "TP": 13616, + "n_pred": 45816, + "n_ref": 17233 + }, + "5": { + "Dice": 0.0, + "FN": 12458, + "FP": 704, + "IoU": 0.0, + "TN": 97107863, + "TP": 0, + "n_pred": 704, + "n_ref": 12458 + }, + "6": { + "Dice": 0.8365261858558014, + "FN": 163835, + "FP": 392657, + "IoU": 0.7189901273980233, + "TN": 95140696, + "TP": 1423837, + "n_pred": 1816494, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.047909077833906195, + "FN": 318604, + "FP": 5761, + "IoU": 0.02454244179402513, + "TN": 96788499, + "TP": 8161, + "n_pred": 13922, + "n_ref": 326765 + }, + "8": { + "Dice": 0.5585904439486036, + "FN": 49288, + "FP": 31030, + "IoU": 0.3875306928579054, + "TN": 96989887, + "TP": 50820, + "n_pred": 81850, + "n_ref": 100108 + }, + "9": { + "Dice": 0.4370312165154654, + "FN": 49560, + "FP": 68655, + "IoU": 0.2796160877513711, + "TN": 96956925, + "TP": 45885, + "n_pred": 114540, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.29402497444428854, + "FN": 160463, + "FP": 15646, + "IoU": 0.17235010480209792, + "TN": 78843623, + "TP": 36673, + "n_pred": 52319, + "n_ref": 197136 + }, + "10": { + "Dice": 0.04352461586704296, + "FN": 90583, + "FP": 16174, + "IoU": 0.022246441851519427, + "TN": 78947219, + "TP": 2429, + "n_pred": 18603, + "n_ref": 93012 + }, + "11": { + "Dice": 0.23169398907103825, + "FN": 2585, + "FP": 227, + "IoU": 0.13102595797280595, + "TN": 79053169, + "TP": 424, + "n_pred": 651, + "n_ref": 3009 + }, + "12": { + "Dice": 0.0, + "FN": 3004, + "FP": 0, + "IoU": 0.0, + "TN": 79053401, + "TP": 0, + "n_pred": 0, + "n_ref": 3004 + }, + "13": { + "Dice": 0.0, + "FN": 65475, + "FP": 263, + "IoU": 0.0, + "TN": 78990667, + "TP": 0, + "n_pred": 263, + "n_ref": 65475 + }, + "14": { + "Dice": 0.32092747058498594, + "FN": 14639, + "FP": 83707, + "IoU": 0.19113377472550067, + "TN": 78934820, + "TP": 23239, + "n_pred": 106946, + "n_ref": 37878 + }, + "15": { + "Dice": 0.15178196125025922, + "FN": 24991, + "FP": 126354, + "IoU": 0.0821234064747765, + "TN": 78891519, + "TP": 13541, + "n_pred": 139895, + "n_ref": 38532 + }, + "2": { + "Dice": 0.48402943162833684, + "FN": 44661, + "FP": 100497, + "IoU": 0.3192868263585376, + "TN": 78843161, + "TP": 68086, + "n_pred": 168583, + "n_ref": 112747 + }, + "3": { + "Dice": 2.2951572182694516e-05, + "FN": 121378, + "FP": 52898, + "IoU": 1.1475917786524977e-05, + "TN": 78882127, + "TP": 2, + "n_pred": 52900, + "n_ref": 121380 + }, + "4": { + "Dice": 0.1318059991922752, + "FN": 6687, + "FP": 16960, + "IoU": 0.07055262951025863, + "TN": 79030963, + "TP": 1795, + "n_pred": 18755, + "n_ref": 8482 + }, + "5": { + "Dice": 0.08748114630467571, + "FN": 4639, + "FP": 2016, + "IoU": 0.04574132492113565, + "TN": 79049431, + "TP": 319, + "n_pred": 2335, + "n_ref": 4958 + }, + "6": { + "Dice": 0.7381025337075929, + "FN": 328626, + "FP": 373948, + "IoU": 0.5849148234493401, + "TN": 77363803, + "TP": 990028, + "n_pred": 1363976, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.02270431698575305, + "FN": 468515, + "FP": 756, + "IoU": 0.011482509763609018, + "TN": 78581683, + "TP": 5451, + "n_pred": 6207, + "n_ref": 473966 + }, + "8": { + "Dice": 0.4515337191627564, + "FN": 7614, + "FP": 50479, + "IoU": 0.2916006145891764, + "TN": 78974399, + "TP": 23913, + "n_pred": 74392, + "n_ref": 31527 + }, + "9": { + "Dice": 0.44479557075230214, + "FN": 36103, + "FP": 51742, + "IoU": 0.2860045678801622, + "TN": 78933372, + "TP": 35188, + "n_pred": 86930, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.2893386169047523, + "FN": 182967, + "FP": 64879, + "IoU": 0.1691384512236004, + "TN": 122413640, + "TP": 50454, + "n_pred": 115333, + "n_ref": 233421 + }, + "10": { + "Dice": 0.2839772602383878, + "FN": 81973, + "FP": 61359, + "IoU": 0.16548572093971065, + "TN": 122540185, + "TP": 28423, + "n_pred": 89782, + "n_ref": 110396 + }, + "11": { + "Dice": 0.0, + "FN": 4182, + "FP": 1166, + "IoU": 0.0, + "TN": 122706592, + "TP": 0, + "n_pred": 1166, + "n_ref": 4182 + }, + "12": { + "Dice": 0.0, + "FN": 6290, + "FP": 0, + "IoU": 0.0, + "TN": 122705650, + "TP": 0, + "n_pred": 0, + "n_ref": 6290 + }, + "13": { + "Dice": 0.0038934406864551733, + "FN": 53594, + "FP": 51813, + "IoU": 0.0019505174552375182, + "TN": 122606327, + "TP": 206, + "n_pred": 52019, + "n_ref": 53800 + }, + "14": { + "Dice": 0.625887975375643, + "FN": 30426, + "FP": 61946, + "IoU": 0.455485407419197, + "TN": 122542299, + "TP": 77269, + "n_pred": 139215, + "n_ref": 107695 + }, + "15": { + "Dice": 0.3972556212213844, + "FN": 7229, + "FP": 125866, + "IoU": 0.24785962532847333, + "TN": 122534985, + "TP": 43860, + "n_pred": 169726, + "n_ref": 51089 + }, + "2": { + "Dice": 0.30713998408202037, + "FN": 101052, + "FP": 60868, + "IoU": 0.1814325940680151, + "TN": 122514131, + "TP": 35889, + "n_pred": 96757, + "n_ref": 136941 + }, + "3": { + "Dice": 0.010670925209344225, + "FN": 144577, + "FP": 97032, + "IoU": 0.005364082466078251, + "TN": 122469028, + "TP": 1303, + "n_pred": 98335, + "n_ref": 145880 + }, + "4": { + "Dice": 0.4132262546807659, + "FN": 39156, + "FP": 35589, + "IoU": 0.260419140346711, + "TN": 122610876, + "TP": 26319, + "n_pred": 61908, + "n_ref": 65475 + }, + "5": { + "Dice": 0.0332277754830419, + "FN": 16847, + "FP": 4218, + "IoU": 0.016894572268633033, + "TN": 122690513, + "TP": 362, + "n_pred": 4580, + "n_ref": 17209 + }, + "6": { + "Dice": 0.7299716189100525, + "FN": 438816, + "FP": 502251, + "IoU": 0.5747679577708221, + "TN": 120498873, + "TP": 1272000, + "n_pred": 1774251, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.023083267437015876, + "FN": 559437, + "FP": 15034, + "IoU": 0.011676398432365662, + "TN": 122130682, + "TP": 6787, + "n_pred": 21821, + "n_ref": 566224 + }, + "8": { + "Dice": 0.5098602948260912, + "FN": 70302, + "FP": 56877, + "IoU": 0.3421560361460117, + "TN": 122518613, + "TP": 66148, + "n_pred": 123025, + "n_ref": 136450 + }, + "9": { + "Dice": 0.3360338119092703, + "FN": 32687, + "FP": 133521, + "IoU": 0.20194750008402676, + "TN": 122503673, + "TP": 42059, + "n_pred": 175580, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/loop_004/summary_cross_val.json b/nnActive_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/loop_004/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..0c868d5ce283898fdca98775680d5529d7b6a5c4 --- /dev/null +++ b/nnActive_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/loop_004/summary_cross_val.json @@ -0,0 +1,19404 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": 0.16347643610463178, + "FN": 426.97222222222223, + "FP": 233.2583333333333, + "IoU": 0.1247543525024969, + "TN": 27100.81388888889, + "TP": 228.2888888888889, + "n_pred": 461.5472222222222, + "n_ref": 655.2611111111111 + }, + "mean": { + "1": { + "Dice": 0.24513561634565742, + "FN": 662.4583333333334, + "FP": 61.625, + "IoU": 0.20317328366251589, + "TN": 26856.5, + "TP": 408.75, + "n_pred": 470.375, + "n_ref": 1071.2083333333333 + }, + "10": { + "Dice": 0.07428628046962976, + "FN": 818.3333333333334, + "FP": 158.45833333333334, + "IoU": 0.04226225486116831, + "TN": 26911.291666666668, + "TP": 101.25, + "n_pred": 259.7083333333333, + "n_ref": 919.5833333333334 + }, + "11": { + "Dice": 0.0, + "FN": 109.54166666666667, + "FP": 52.625, + "IoU": 0.0, + "TN": 27827.166666666668, + "TP": 0.0, + "n_pred": 52.625, + "n_ref": 109.54166666666667 + }, + "12": { + "Dice": 0.0, + "FN": 276.6666666666667, + "FP": 0.0, + "IoU": 0.0, + "TN": 27712.666666666668, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 276.6666666666667 + }, + "13": { + "Dice": 0.02720977596741344, + "FN": 114.25, + "FP": 108.66666666666667, + "IoU": 0.014597902097902099, + "TN": 27759.458333333332, + "TP": 6.958333333333333, + "n_pred": 115.625, + "n_ref": 121.20833333333333 + }, + "14": { + "Dice": 0.28312290525563305, + "FN": 680.2083333333334, + "FP": 180.29166666666666, + "IoU": 0.20324136070249096, + "TN": 26556.416666666668, + "TP": 572.4166666666666, + "n_pred": 752.7083333333334, + "n_ref": 1252.625 + }, + "15": { + "Dice": 0.2856227985910983, + "FN": 304.4583333333333, + "FP": 53.666666666666664, + "IoU": 0.24985994397759104, + "TN": 27408.208333333332, + "TP": 223.0, + "n_pred": 276.6666666666667, + "n_ref": 527.4583333333334 + }, + "2": { + "Dice": 0.0074072497392562945, + "FN": 675.5416666666666, + "FP": 446.0833333333333, + "IoU": 0.0038609181884749376, + "TN": 26860.458333333332, + "TP": 7.25, + "n_pred": 453.3333333333333, + "n_ref": 682.7916666666666 + }, + "3": { + "Dice": 0.15973775682727176, + "FN": 651.9583333333334, + "FP": 151.08333333333334, + "IoU": 0.10630036480242382, + "TN": 27142.333333333332, + "TP": 43.958333333333336, + "n_pred": 195.04166666666666, + "n_ref": 695.9166666666666 + }, + "4": { + "Dice": 0.0476558873588117, + "FN": 580.875, + "FP": 61.208333333333336, + "IoU": 0.02633829314178211, + "TN": 27321.583333333332, + "TP": 25.666666666666668, + "n_pred": 86.875, + "n_ref": 606.5416666666666 + }, + "5": { + "Dice": 0.17865606293441594, + "FN": 441.625, + "FP": 39.0, + "IoU": 0.11355250189663915, + "TN": 27404.958333333332, + "TP": 103.75, + "n_pred": 142.75, + "n_ref": 545.375 + }, + "6": { + "Dice": 0.3150600633853967, + "FN": 205.04166666666666, + "FP": 1743.2916666666667, + "IoU": 0.25830371883119946, + "TN": 24744.958333333332, + "TP": 1296.0416666666667, + "n_pred": 3039.3333333333335, + "n_ref": 1501.0833333333333 + }, + "7": { + "Dice": 0.046480205315840815, + "FN": 597.5, + "FP": 118.83333333333333, + "IoU": 0.027693338287212876, + "TN": 27255.666666666668, + "TP": 17.333333333333332, + "n_pred": 136.16666666666666, + "n_ref": 614.8333333333334 + }, + "8": { + "Dice": 0.6958326120607262, + "FN": 202.58333333333334, + "FP": 42.75, + "IoU": 0.5692767338366708, + "TN": 27143.875, + "TP": 600.125, + "n_pred": 642.875, + "n_ref": 802.7083333333334 + }, + "9": { + "Dice": 0.08593932731832542, + "FN": 83.54166666666667, + "FP": 281.2916666666667, + "IoU": 0.05285467325138203, + "TN": 27606.666666666668, + "TP": 17.833333333333332, + "n_pred": 299.125, + "n_ref": 101.375 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 199, + "IoU": 0.0, + "TN": 16185, + "TP": 0, + "n_pred": 199, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0001.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0001.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.3013848896201837, + "FN": 9362, + "FP": 828, + "IoU": 0.17742977074588312, + "TN": 3996, + "TP": 2198, + "n_pred": 3026, + "n_ref": 11560 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.3383220730351492, + "FN": 273, + "FP": 7464, + "IoU": 0.2036026762738034, + "TN": 6669, + "TP": 1978, + "n_pred": 9442, + "n_ref": 2251 + }, + "7": { + "Dice": 0.0, + "FN": 859, + "FP": 0, + "IoU": 0.0, + "TN": 15525, + "TP": 0, + "n_pred": 0, + "n_ref": 859 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 81, + "IoU": 0.0, + "TN": 16303, + "TP": 0, + "n_pred": 81, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0009.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0009.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 385, + "IoU": 0.0, + "TN": 15999, + "TP": 0, + "n_pred": 385, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 2629, + "FP": 0, + "IoU": 0.0, + "TN": 13755, + "TP": 0, + "n_pred": 0, + "n_ref": 2629 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.08147974713181924, + "FN": 3923, + "FP": 0, + "IoU": 0.04247010007322431, + "TN": 12287, + "TP": 174, + "n_pred": 174, + "n_ref": 4097 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7340579013176878, + "FN": 386, + "FP": 2379, + "IoU": 0.5798510864610241, + "TN": 9803, + "TP": 3816, + "n_pred": 6195, + "n_ref": 4202 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.2871287128712871, + "FN": 796, + "FP": 68, + "IoU": 0.1676300578034682, + "TN": 15346, + "TP": 174, + "n_pred": 242, + "n_ref": 970 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0021.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0021.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 336, + "IoU": 0.0, + "TN": 32432, + "TP": 0, + "n_pred": 336, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 743, + "FP": 0, + "IoU": 0.0, + "TN": 32025, + "TP": 0, + "n_pred": 0, + "n_ref": 743 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.6100516841917661, + "FN": 4376, + "FP": 0, + "IoU": 0.4389024233876138, + "TN": 24969, + "TP": 3423, + "n_pred": 3423, + "n_ref": 7799 + }, + "15": { + "Dice": 0.8568683957732949, + "FN": 541, + "FP": 1247, + "IoU": 0.7495798319327731, + "TN": 25628, + "TP": 5352, + "n_pred": 6599, + "n_ref": 5893 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1023, + "IoU": 0.0, + "TN": 31745, + "TP": 0, + "n_pred": 1023, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 2819, + "FP": 0, + "IoU": 0.0, + "TN": 29949, + "TP": 0, + "n_pred": 0, + "n_ref": 2819 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 1366, + "IoU": 0.0, + "TN": 31402, + "TP": 0, + "n_pred": 1366, + "n_ref": 0 + }, + "7": { + "Dice": 0.0020502306509482316, + "FN": 1849, + "FP": 98, + "IoU": 0.001026167265264238, + "TN": 30819, + "TP": 2, + "n_pred": 100, + "n_ref": 1851 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0057.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0057.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.011834319526627219, + "FN": 166, + "FP": 1, + "IoU": 0.005952380952380952, + "TN": 16216, + "TP": 1, + "n_pred": 2, + "n_ref": 167 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.8867866951480012, + "FN": 1476, + "FP": 379, + "IoU": 0.7966008771929824, + "TN": 7264, + "TP": 7265, + "n_pred": 7644, + "n_ref": 8741 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 10, + "IoU": 0.0, + "TN": 16374, + "TP": 0, + "n_pred": 10, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0077.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0077.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 23, + "IoU": 0.0, + "TN": 49129, + "TP": 0, + "n_pred": 23, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 48, + "FP": 1466, + "IoU": 0.0, + "TN": 47638, + "TP": 0, + "n_pred": 1466, + "n_ref": 48 + }, + "15": { + "Dice": 0.0, + "FN": 6766, + "FP": 0, + "IoU": 0.0, + "TN": 42386, + "TP": 0, + "n_pred": 0, + "n_ref": 6766 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 130, + "IoU": 0.0, + "TN": 49022, + "TP": 0, + "n_pred": 130, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.5564387917329093, + "FN": 2481, + "FP": 867, + "IoU": 0.3854625550660793, + "TN": 43704, + "TP": 2100, + "n_pred": 2967, + "n_ref": 4581 + }, + "6": { + "Dice": 0.4117647058823529, + "FN": 35, + "FP": 65, + "IoU": 0.25925925925925924, + "TN": 49017, + "TP": 35, + "n_pred": 100, + "n_ref": 70 + }, + "7": { + "Dice": 0.3233112065599375, + "FN": 1366, + "FP": 367, + "IoU": 0.19282720074522589, + "TN": 47005, + "TP": 414, + "n_pred": 781, + "n_ref": 1780 + }, + "8": { + "Dice": 0.22298456260720412, + "FN": 114, + "FP": 339, + "IoU": 0.12548262548262548, + "TN": 48634, + "TP": 65, + "n_pred": 404, + "n_ref": 179 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 2840, + "IoU": 0.0, + "TN": 46312, + "TP": 0, + "n_pred": 2840, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0084.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0084.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.2036637931034483, + "FN": 1478, + "FP": 0, + "IoU": 0.11337732453509299, + "TN": 31101, + "TP": 189, + "n_pred": 189, + "n_ref": 1667 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.8181324225723822, + "FN": 2334, + "FP": 9, + "IoU": 0.6922369630894523, + "TN": 25155, + "TP": 5270, + "n_pred": 5279, + "n_ref": 7604 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 636, + "IoU": 0.0, + "TN": 32132, + "TP": 0, + "n_pred": 636, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0104.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0104.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0111.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0111.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 2214, + "FP": 0, + "IoU": 0.0, + "TN": 30554, + "TP": 0, + "n_pred": 0, + "n_ref": 2214 + }, + "10": { + "Dice": 0.02437525604260549, + "FN": 8645, + "FP": 881, + "IoU": 0.012337998963193365, + "TN": 23123, + "TP": 119, + "n_pred": 1000, + "n_ref": 8764 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 483, + "IoU": 0.0, + "TN": 32285, + "TP": 0, + "n_pred": 483, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 3274, + "FP": 0, + "IoU": 0.0, + "TN": 29494, + "TP": 0, + "n_pred": 0, + "n_ref": 3274 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 41, + "IoU": 0.0, + "TN": 32727, + "TP": 0, + "n_pred": 41, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 168, + "IoU": 0.0, + "TN": 32600, + "TP": 0, + "n_pred": 168, + "n_ref": 0 + }, + "3": { + "Dice": 0.21632088520055326, + "FN": 2833, + "FP": 0, + "IoU": 0.12127791563275435, + "TN": 29544, + "TP": 391, + "n_pred": 391, + "n_ref": 3224 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.051698555251854746, + "FN": 1361, + "FP": 10782, + "IoU": 0.026535193201859868, + "TN": 20294, + "TP": 331, + "n_pred": 11113, + "n_ref": 1692 + }, + "7": { + "Dice": 0.0, + "FN": 17, + "FP": 0, + "IoU": 0.0, + "TN": 32751, + "TP": 0, + "n_pred": 0, + "n_ref": 17 + }, + "8": { + "Dice": 0.7333333333333333, + "FN": 16, + "FP": 0, + "IoU": 0.5789473684210527, + "TN": 32730, + "TP": 22, + "n_pred": 22, + "n_ref": 38 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 32762, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0116.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0116.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0119.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0119.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9384443768380489, + "FN": 1821, + "FP": 0, + "IoU": 0.8840275124188002, + "TN": 682, + "TP": 13881, + "n_pred": 13881, + "n_ref": 15702 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0147.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0147.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 928, + "IoU": 0.0, + "TN": 31840, + "TP": 0, + "n_pred": 928, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 700, + "FP": 1366, + "IoU": 0.0, + "TN": 30702, + "TP": 0, + "n_pred": 1366, + "n_ref": 700 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 16, + "FP": 617, + "IoU": 0.0, + "TN": 32135, + "TP": 0, + "n_pred": 617, + "n_ref": 16 + }, + "5": { + "Dice": 0.08769080870412471, + "FN": 2747, + "FP": 62, + "IoU": 0.04585597826086957, + "TN": 29824, + "TP": 135, + "n_pred": 197, + "n_ref": 2882 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 5783, + "IoU": 0.0, + "TN": 26985, + "TP": 0, + "n_pred": 5783, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 10249, + "FP": 525, + "IoU": 0.0, + "TN": 21994, + "TP": 0, + "n_pred": 525, + "n_ref": 10249 + }, + "8": { + "Dice": 0.7094841930116472, + "FN": 591, + "FP": 282, + "IoU": 0.5497679216090768, + "TN": 30829, + "TP": 1066, + "n_pred": 1348, + "n_ref": 1657 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 2985, + "IoU": 0.0, + "TN": 29783, + "TP": 0, + "n_pred": 2985, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0171.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0171.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0173.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0173.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 6641, + "FP": 0, + "IoU": 0.0, + "TN": 9743, + "TP": 0, + "n_pred": 0, + "n_ref": 6641 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2688, + "IoU": 0.0, + "TN": 13696, + "TP": 0, + "n_pred": 2688, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 4, + "FP": 0, + "IoU": 0.0, + "TN": 16380, + "TP": 0, + "n_pred": 0, + "n_ref": 4 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0188.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0188.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 989, + "IoU": 0.0, + "TN": 31779, + "TP": 0, + "n_pred": 989, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 756, + "IoU": 0.0, + "TN": 32012, + "TP": 0, + "n_pred": 756, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 670, + "IoU": 0.0, + "TN": 32098, + "TP": 0, + "n_pred": 670, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 315, + "IoU": 0.0, + "TN": 32453, + "TP": 0, + "n_pred": 315, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0226.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0226.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9021522646964343, + "FN": 1428, + "FP": 95, + "IoU": 0.821746254681648, + "TN": 40608, + "TP": 7021, + "n_pred": 7116, + "n_ref": 8449 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 49147, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 980, + "IoU": 0.0, + "TN": 48172, + "TP": 0, + "n_pred": 980, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.03365260160497023, + "FN": 3727, + "FP": 6, + "IoU": 0.017114270668773038, + "TN": 45354, + "TP": 65, + "n_pred": 71, + "n_ref": 3792 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 2072, + "IoU": 0.0, + "TN": 47080, + "TP": 0, + "n_pred": 2072, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 157, + "IoU": 0.0, + "TN": 48995, + "TP": 0, + "n_pred": 157, + "n_ref": 0 + }, + "8": { + "Dice": 0.8042744656917885, + "FN": 331, + "FP": 17, + "IoU": 0.6726246472248354, + "TN": 48089, + "TP": 715, + "n_pred": 732, + "n_ref": 1046 + }, + "9": { + "Dice": 0.44756554307116103, + "FN": 589, + "FP": 1, + "IoU": 0.2882991556091677, + "TN": 48323, + "TP": 239, + "n_pred": 240, + "n_ref": 828 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0237.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0237.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1135, + "IoU": 0.0, + "TN": 48017, + "TP": 0, + "n_pred": 1135, + "n_ref": 0 + }, + "14": { + "Dice": 0.3866150442477876, + "FN": 4434, + "FP": 2, + "IoU": 0.2396297565992458, + "TN": 43318, + "TP": 1398, + "n_pred": 1400, + "n_ref": 5832 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 2066, + "IoU": 0.0, + "TN": 47086, + "TP": 0, + "n_pred": 2066, + "n_ref": 0 + }, + "3": { + "Dice": 0.6437571592210768, + "FN": 311, + "FP": 0, + "IoU": 0.47466216216216217, + "TN": 48560, + "TP": 281, + "n_pred": 281, + "n_ref": 592 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 634, + "IoU": 0.0, + "TN": 48518, + "TP": 0, + "n_pred": 634, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0263.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0263.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5686614333775104, + "FN": 4172, + "FP": 59, + "IoU": 0.3972934472934473, + "TN": 42132, + "TP": 2789, + "n_pred": 2848, + "n_ref": 6961 + }, + "10": { + "Dice": 0.11995753715498939, + "FN": 1633, + "FP": 25, + "IoU": 0.06380575945793338, + "TN": 47381, + "TP": 113, + "n_pred": 138, + "n_ref": 1746 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 780, + "IoU": 0.0, + "TN": 48372, + "TP": 0, + "n_pred": 780, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 2623, + "FP": 0, + "IoU": 0.0, + "TN": 46529, + "TP": 0, + "n_pred": 0, + "n_ref": 2623 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.7020707030942446, + "FN": 7467, + "FP": 101, + "IoU": 0.5409159842280862, + "TN": 32667, + "TP": 8917, + "n_pred": 9018, + "n_ref": 16384 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 4154, + "IoU": 0.0, + "TN": 44998, + "TP": 0, + "n_pred": 4154, + "n_ref": 0 + }, + "3": { + "Dice": 0.2580862533692722, + "FN": 1934, + "FP": 268, + "IoU": 0.14816247582205028, + "TN": 46567, + "TP": 383, + "n_pred": 651, + "n_ref": 2317 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.19861153033504378, + "FN": 201, + "FP": 5109, + "IoU": 0.11025469168900805, + "TN": 43184, + "TP": 658, + "n_pred": 5767, + "n_ref": 859 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0268.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0268.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0351.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0351.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 792, + "IoU": 0.0, + "TN": 31976, + "TP": 0, + "n_pred": 792, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.1906235494352468, + "FN": 5013, + "FP": 218, + "IoU": 0.10535317256712844, + "TN": 26921, + "TP": 616, + "n_pred": 834, + "n_ref": 5629 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7927858787413661, + "FN": 171, + "FP": 1449, + "IoU": 0.6567069294342022, + "TN": 28049, + "TP": 3099, + "n_pred": 4548, + "n_ref": 3270 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1705, + "IoU": 0.0, + "TN": 31063, + "TP": 0, + "n_pred": 1705, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0367.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0367.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0371.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0371.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 8085, + "FP": 0, + "IoU": 0.0, + "TN": 24683, + "TP": 0, + "n_pred": 0, + "n_ref": 8085 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 239, + "IoU": 0.0, + "TN": 32529, + "TP": 0, + "n_pred": 239, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 7750, + "FP": 0, + "IoU": 0.0, + "TN": 25018, + "TP": 0, + "n_pred": 0, + "n_ref": 7750 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 4876, + "IoU": 0.0, + "TN": 27892, + "TP": 0, + "n_pred": 4876, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0374.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0374.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.1360488798370672, + "FN": 2042, + "FP": 79, + "IoU": 0.0729895104895105, + "TN": 30480, + "TP": 167, + "n_pred": 246, + "n_ref": 2209 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1778, + "IoU": 0.0, + "TN": 30990, + "TP": 0, + "n_pred": 1778, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 5649, + "FP": 1935, + "IoU": 0.0, + "TN": 25184, + "TP": 0, + "n_pred": 1935, + "n_ref": 5649 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 8912, + "FP": 0, + "IoU": 0.0, + "TN": 23856, + "TP": 0, + "n_pred": 0, + "n_ref": 8912 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9451558659940499, + "FN": 669, + "FP": 179, + "IoU": 0.8960147148988351, + "TN": 24613, + "TP": 7307, + "n_pred": 7486, + "n_ref": 7976 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.03875968992248062, + "FN": 620, + "FP": 124, + "IoU": 0.019762845849802372, + "TN": 32009, + "TP": 15, + "n_pred": 139, + "n_ref": 635 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0388.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0388.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0402.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0402.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": 0.1306649361400859, + "FN": 264.125, + "FP": 159.2611111111111, + "IoU": 0.10008764090335562, + "TN": 26752.14166666667, + "TP": 131.13888888888889, + "n_pred": 290.4, + "n_ref": 395.2638888888889 + }, + "mean": { + "1": { + "Dice": 0.0, + "FN": 0.0, + "FP": 439.5833333333333, + "IoU": 0.0, + "TN": 26867.083333333332, + "TP": 0.0, + "n_pred": 439.5833333333333, + "n_ref": 0.0 + }, + "10": { + "Dice": 0.0, + "FN": 235.04166666666666, + "FP": 16.75, + "IoU": 0.0, + "TN": 27054.875, + "TP": 0.0, + "n_pred": 16.75, + "n_ref": 235.04166666666666 + }, + "11": { + "Dice": 0.08729356252106506, + "FN": 105.58333333333333, + "FP": 35.75, + "IoU": 0.050222997866976926, + "TN": 27154.541666666668, + "TP": 10.791666666666666, + "n_pred": 46.541666666666664, + "n_ref": 116.375 + }, + "12": { + "Dice": 0.0, + "FN": 0.0, + "FP": 5.458333333333333, + "IoU": 0.0, + "TN": 27301.208333333332, + "TP": 0.0, + "n_pred": 5.458333333333333, + "n_ref": 0.0 + }, + "13": { + "Dice": 0.062073811738777664, + "FN": 439.8333333333333, + "FP": 3.0, + "IoU": 0.035954922266756825, + "TN": 26805.916666666668, + "TP": 57.916666666666664, + "n_pred": 60.916666666666664, + "n_ref": 497.75 + }, + "14": { + "Dice": 0.23079682154287606, + "FN": 162.04166666666666, + "FP": 41.75, + "IoU": 0.18018840246313464, + "TN": 26768.291666666668, + "TP": 334.5833333333333, + "n_pred": 376.3333333333333, + "n_ref": 496.625 + }, + "15": { + "Dice": 0.21320081268158608, + "FN": 101.45833333333333, + "FP": 296.7916666666667, + "IoU": 0.1483490600670804, + "TN": 26676.708333333332, + "TP": 231.70833333333334, + "n_pred": 528.5, + "n_ref": 333.1666666666667 + }, + "2": { + "Dice": 0.11047090385528441, + "FN": 192.0, + "FP": 270.4166666666667, + "IoU": 0.0800138988484998, + "TN": 26811.25, + "TP": 33.0, + "n_pred": 303.4166666666667, + "n_ref": 225.0 + }, + "3": { + "Dice": 0.05397859469520707, + "FN": 190.54166666666666, + "FP": 374.8333333333333, + "IoU": 0.03327596098680436, + "TN": 26683.291666666668, + "TP": 58.0, + "n_pred": 432.8333333333333, + "n_ref": 248.54166666666666 + }, + "4": { + "Dice": 0.1017428700769579, + "FN": 22.041666666666668, + "FP": 201.70833333333334, + "IoU": 0.06386757601591361, + "TN": 27008.0, + "TP": 74.91666666666667, + "n_pred": 276.625, + "n_ref": 96.95833333333333 + }, + "5": { + "Dice": 0.24938242852881934, + "FN": 263.375, + "FP": 4.083333333333333, + "IoU": 0.17529235757248005, + "TN": 26974.791666666668, + "TP": 64.41666666666667, + "n_pred": 68.5, + "n_ref": 327.7916666666667 + }, + "6": { + "Dice": 0.20493038060780813, + "FN": 985.6666666666666, + "FP": 639.0, + "IoU": 0.16837616314828738, + "TN": 25002.333333333332, + "TP": 679.6666666666666, + "n_pred": 1318.6666666666667, + "n_ref": 1665.3333333333333 + }, + "7": { + "Dice": 0.03509821517598963, + "FN": 1010.75, + "FP": 14.166666666666666, + "IoU": 0.018873994638069706, + "TN": 26252.416666666668, + "TP": 29.333333333333332, + "n_pred": 43.5, + "n_ref": 1040.0833333333333 + }, + "8": { + "Dice": 0.45921941330406013, + "FN": 34.666666666666664, + "FP": 12.666666666666666, + "IoU": 0.4245964551663751, + "TN": 27031.666666666668, + "TP": 227.66666666666666, + "n_pred": 240.33333333333334, + "n_ref": 262.3333333333333 + }, + "9": { + "Dice": 0.15178622737285702, + "FN": 218.875, + "FP": 32.958333333333336, + "IoU": 0.12230282450995525, + "TN": 26889.75, + "TP": 165.08333333333334, + "n_pred": 198.04166666666666, + "n_ref": 383.9583333333333 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0011.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0011.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 49145, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 49145, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "14": { + "Dice": 0.8031674208144797, + "FN": 3169, + "FP": 311, + "IoU": 0.6710775047258979, + "TN": 38572, + "TP": 7100, + "n_pred": 7411, + "n_ref": 10269 + }, + "15": { + "Dice": 0.4241744802282919, + "FN": 5, + "FP": 5645, + "IoU": 0.2691760444961842, + "TN": 41421, + "TP": 2081, + "n_pred": 7726, + "n_ref": 2086 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 2098, + "IoU": 0.0, + "TN": 47054, + "TP": 0, + "n_pred": 2098, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 7116, + "IoU": 0.0, + "TN": 42036, + "TP": 0, + "n_pred": 7116, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 75, + "IoU": 0.0, + "TN": 49077, + "TP": 0, + "n_pred": 75, + "n_ref": 0 + }, + "5": { + "Dice": 0.11176470588235295, + "FN": 302, + "FP": 0, + "IoU": 0.059190031152647975, + "TN": 48831, + "TP": 19, + "n_pred": 19, + "n_ref": 321 + }, + "6": { + "Dice": 0.20081967213114754, + "FN": 14228, + "FP": 2932, + "IoU": 0.11161731207289294, + "TN": 29836, + "TP": 2156, + "n_pred": 5088, + "n_ref": 16384 + }, + "7": { + "Dice": 0.1403928607039585, + "FN": 8621, + "FP": 0, + "IoU": 0.07549597855227883, + "TN": 39827, + "TP": 704, + "n_pred": 704, + "n_ref": 9325 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 15, + "IoU": 0.0, + "TN": 49137, + "TP": 0, + "n_pred": 15, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 12, + "IoU": 0.0, + "TN": 49140, + "TP": 0, + "n_pred": 12, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0015.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0015.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 250, + "IoU": 0.0, + "TN": 32518, + "TP": 0, + "n_pred": 250, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.5816135084427767, + "FN": 720, + "FP": 618, + "IoU": 0.41005291005291006, + "TN": 30500, + "TP": 930, + "n_pred": 1548, + "n_ref": 1650 + }, + "15": { + "Dice": 0.6418295831796386, + "FN": 2430, + "FP": 1454, + "IoU": 0.4725692558392178, + "TN": 25404, + "TP": 3480, + "n_pred": 4934, + "n_ref": 5910 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 41, + "IoU": 0.0, + "TN": 32727, + "TP": 0, + "n_pred": 41, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1307, + "IoU": 0.0, + "TN": 31461, + "TP": 0, + "n_pred": 1307, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 2605, + "IoU": 0.0, + "TN": 30163, + "TP": 0, + "n_pred": 2605, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0016.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0016.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 49146, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 1189, + "IoU": 0.0, + "TN": 47963, + "TP": 0, + "n_pred": 1189, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 7296, + "FP": 18, + "IoU": 0.0, + "TN": 41838, + "TP": 0, + "n_pred": 18, + "n_ref": 7296 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0044.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0044.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0052.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0052.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 5576, + "FP": 0, + "IoU": 0.0, + "TN": 43576, + "TP": 0, + "n_pred": 0, + "n_ref": 5576 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 3020, + "IoU": 0.0, + "TN": 46132, + "TP": 0, + "n_pred": 3020, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 86, + "IoU": 0.0, + "TN": 49066, + "TP": 0, + "n_pred": 86, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0058.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0058.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0066.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0066.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0133.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0133.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 12, + "IoU": 0.0, + "TN": 49140, + "TP": 0, + "n_pred": 12, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1151, + "IoU": 0.0, + "TN": 48001, + "TP": 0, + "n_pred": 1151, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 51, + "IoU": 0.0, + "TN": 49101, + "TP": 0, + "n_pred": 51, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9484464742924366, + "FN": 341, + "FP": 404, + "IoU": 0.9019478810213214, + "TN": 41554, + "TP": 6853, + "n_pred": 7257, + "n_ref": 7194 + }, + "7": { + "Dice": 0.0, + "FN": 7652, + "FP": 0, + "IoU": 0.0, + "TN": 41500, + "TP": 0, + "n_pred": 0, + "n_ref": 7652 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0153.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0153.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0156.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0156.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0158.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0158.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 1096, + "FP": 0, + "IoU": 0.0, + "TN": 31672, + "TP": 0, + "n_pred": 0, + "n_ref": 1096 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 13, + "IoU": 0.0, + "TN": 32755, + "TP": 0, + "n_pred": 13, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.25902012913026967, + "FN": 3902, + "FP": 0, + "IoU": 0.1487783595113438, + "TN": 28184, + "TP": 682, + "n_pred": 682, + "n_ref": 4584 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 4380, + "FP": 0, + "IoU": 0.0, + "TN": 28388, + "TP": 0, + "n_pred": 0, + "n_ref": 4380 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 6, + "FP": 0, + "IoU": 0.0, + "TN": 32762, + "TP": 0, + "n_pred": 0, + "n_ref": 6 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0160.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0160.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 7664, + "IoU": 0.0, + "TN": 25104, + "TP": 0, + "n_pred": 7664, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 32766, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 1832, + "IoU": 0.0, + "TN": 30936, + "TP": 0, + "n_pred": 1832, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 3492, + "FP": 0, + "IoU": 0.0, + "TN": 29276, + "TP": 0, + "n_pred": 0, + "n_ref": 3492 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0161.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0161.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0181.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0181.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 49148, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 30, + "IoU": 0.0, + "TN": 49122, + "TP": 0, + "n_pred": 30, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 20, + "IoU": 0.0, + "TN": 49132, + "TP": 0, + "n_pred": 20, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 4372, + "FP": 0, + "IoU": 0.0, + "TN": 44780, + "TP": 0, + "n_pred": 0, + "n_ref": 4372 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 49149, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 178, + "IoU": 0.0, + "TN": 48974, + "TP": 0, + "n_pred": 178, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0214.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0214.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 105, + "FP": 0, + "IoU": 0.0, + "TN": 32663, + "TP": 0, + "n_pred": 0, + "n_ref": 105 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9214257581725088, + "FN": 788, + "FP": 10, + "IoU": 0.8542997991601241, + "TN": 27291, + "TP": 4679, + "n_pred": 4689, + "n_ref": 5467 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0215.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0215.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0235.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0235.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1657, + "IoU": 0.0, + "TN": 14727, + "TP": 0, + "n_pred": 1657, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 23, + "IoU": 0.0, + "TN": 16361, + "TP": 0, + "n_pred": 23, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 16381, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 74, + "IoU": 0.0, + "TN": 16310, + "TP": 0, + "n_pred": 74, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 116, + "IoU": 0.0, + "TN": 16268, + "TP": 0, + "n_pred": 116, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 3564, + "IoU": 0.0, + "TN": 12820, + "TP": 0, + "n_pred": 3564, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0239.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0239.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 65, + "FP": 366, + "IoU": 0.0, + "TN": 15953, + "TP": 0, + "n_pred": 366, + "n_ref": 65 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 836, + "IoU": 0.0, + "TN": 15548, + "TP": 0, + "n_pred": 836, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 118, + "IoU": 0.0, + "TN": 16266, + "TP": 0, + "n_pred": 118, + "n_ref": 0 + }, + "13": { + "Dice": 0.2893918266652365, + "FN": 6624, + "FP": 1, + "IoU": 0.1691748181590168, + "TN": 8410, + "TP": 1349, + "n_pred": 1350, + "n_ref": 7973 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.013568521031207599, + "FN": 625, + "FP": 102, + "IoU": 0.006830601092896175, + "TN": 15652, + "TP": 5, + "n_pred": 107, + "n_ref": 630 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 358, + "IoU": 0.0, + "TN": 16026, + "TP": 0, + "n_pred": 358, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 16380, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 748, + "IoU": 0.0, + "TN": 15636, + "TP": 0, + "n_pred": 748, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 17, + "IoU": 0.0, + "TN": 16367, + "TP": 0, + "n_pred": 17, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0297.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0297.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 71, + "IoU": 0.0, + "TN": 16313, + "TP": 0, + "n_pred": 71, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.019672131147540985, + "FN": 0, + "FP": 598, + "IoU": 0.009933774834437087, + "TN": 15780, + "TP": 6, + "n_pred": 604, + "n_ref": 6 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0307.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0307.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 25, + "IoU": 0.0, + "TN": 16359, + "TP": 0, + "n_pred": 25, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 16383, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 16380, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "3": { + "Dice": 0.3778501628664495, + "FN": 4573, + "FP": 11, + "IoU": 0.23293172690763053, + "TN": 10408, + "TP": 1392, + "n_pred": 1403, + "n_ref": 5965 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0320.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0320.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 16376, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.02097723202865183, + "FN": 3827, + "FP": 0, + "IoU": 0.010599793174767322, + "TN": 12516, + "TP": 41, + "n_pred": 41, + "n_ref": 3868 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.4069714803078316, + "FN": 529, + "FP": 4711, + "IoU": 0.25547030406365445, + "TN": 9346, + "TP": 1798, + "n_pred": 6509, + "n_ref": 2327 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8106525774668, + "FN": 2482, + "FP": 170, + "IoU": 0.6815944291031336, + "TN": 8055, + "TP": 5677, + "n_pred": 5847, + "n_ref": 8159 + }, + "7": { + "Dice": 0.0, + "FN": 689, + "FP": 322, + "IoU": 0.0, + "TN": 15373, + "TP": 0, + "n_pred": 322, + "n_ref": 689 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0336.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0336.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0362.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0362.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 889, + "IoU": 0.0, + "TN": 31879, + "TP": 0, + "n_pred": 889, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.26188068756319516, + "FN": 1438, + "FP": 22, + "IoU": 0.15066899360093078, + "TN": 31049, + "TP": 259, + "n_pred": 281, + "n_ref": 1697 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 13, + "IoU": 0.0, + "TN": 32755, + "TP": 0, + "n_pred": 13, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 64, + "IoU": 0.0, + "TN": 32704, + "TP": 0, + "n_pred": 64, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7216494845360825, + "FN": 81, + "FP": 0, + "IoU": 0.5645161290322581, + "TN": 32582, + "TP": 105, + "n_pred": 105, + "n_ref": 186 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6363825797041051, + "FN": 1647, + "FP": 98, + "IoU": 0.4666870415647922, + "TN": 29496, + "TP": 1527, + "n_pred": 1625, + "n_ref": 3174 + }, + "6": { + "Dice": 0.47957371225577267, + "FN": 2225, + "FP": 1291, + "IoU": 0.31542056074766356, + "TN": 27632, + "TP": 1620, + "n_pred": 2911, + "n_ref": 3845 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9154518950437318, + "FN": 44, + "FP": 101, + "IoU": 0.8440860215053764, + "TN": 31838, + "TP": 785, + "n_pred": 886, + "n_ref": 829 + }, + "9": { + "Dice": 0.758931136864285, + "FN": 1755, + "FP": 762, + "IoU": 0.6115141225497762, + "TN": 26289, + "TP": 3962, + "n_pred": 4724, + "n_ref": 5717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0401.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0401.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": 0.1844791167056268, + "FN": 187.6888888888889, + "FP": 139.50277777777777, + "IoU": 0.15621922968200838, + "TN": 24749.152777777774, + "TP": 182.3222222222222, + "n_pred": 321.825, + "n_ref": 370.0111111111111 + }, + "mean": { + "1": { + "Dice": 0.0, + "FN": 20.916666666666668, + "FP": 11.041666666666666, + "IoU": 0.0, + "TN": 25226.708333333332, + "TP": 0.0, + "n_pred": 11.041666666666666, + "n_ref": 20.916666666666668 + }, + "10": { + "Dice": 0.24217044820059896, + "FN": 87.79166666666667, + "FP": 40.625, + "IoU": 0.23481641893887192, + "TN": 24732.666666666668, + "TP": 397.5833333333333, + "n_pred": 438.2083333333333, + "n_ref": 485.375 + }, + "11": { + "Dice": 0.0, + "FN": 178.0, + "FP": 0.0, + "IoU": 0.0, + "TN": 25080.666666666668, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 178.0 + }, + "12": { + "Dice": 0.0, + "FN": 1.3333333333333333, + "FP": 0.5833333333333334, + "IoU": 0.0, + "TN": 25256.75, + "TP": 0.0, + "n_pred": 0.5833333333333334, + "n_ref": 1.3333333333333333 + }, + "13": { + "Dice": 0.12462462462462463, + "FN": 423.375, + "FP": 64.16666666666667, + "IoU": 0.09952038369304556, + "TN": 24764.208333333332, + "TP": 6.916666666666667, + "n_pred": 71.08333333333333, + "n_ref": 430.2916666666667 + }, + "14": { + "Dice": 0.25, + "FN": 0.0, + "FP": 303.4583333333333, + "IoU": 0.25, + "TN": 24272.541666666668, + "TP": 682.6666666666666, + "n_pred": 986.125, + "n_ref": 682.6666666666666 + }, + "15": { + "Dice": 0.0, + "FN": 0.0, + "FP": 318.7083333333333, + "IoU": 0.0, + "TN": 24939.958333333332, + "TP": 0.0, + "n_pred": 318.7083333333333, + "n_ref": 0.0 + }, + "2": { + "Dice": 0.41727766859719767, + "FN": 16.916666666666668, + "FP": 322.5, + "IoU": 0.33876115561029235, + "TN": 24702.25, + "TP": 217.0, + "n_pred": 539.5, + "n_ref": 233.91666666666666 + }, + "3": { + "Dice": 0.0, + "FN": 436.9166666666667, + "FP": 0.0, + "IoU": 0.0, + "TN": 24821.75, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 436.9166666666667 + }, + "4": { + "Dice": 0.0, + "FN": 134.66666666666666, + "FP": 57.291666666666664, + "IoU": 0.0, + "TN": 25066.708333333332, + "TP": 0.0, + "n_pred": 57.291666666666664, + "n_ref": 134.66666666666666 + }, + "5": { + "Dice": 0.7591139824642362, + "FN": 25.625, + "FP": 17.875, + "IoU": 0.6117515805132019, + "TN": 25146.625, + "TP": 68.54166666666667, + "n_pred": 86.41666666666667, + "n_ref": 94.16666666666667 + }, + "6": { + "Dice": 0.4594606931979325, + "FN": 294.2916666666667, + "FP": 534.6666666666666, + "IoU": 0.38239156817184183, + "TN": 23671.041666666668, + "TP": 758.6666666666666, + "n_pred": 1293.3333333333333, + "n_ref": 1052.9583333333333 + }, + "7": { + "Dice": 0.0, + "FN": 470.1666666666667, + "FP": 15.583333333333334, + "IoU": 0.0, + "TN": 24772.916666666668, + "TP": 0.0, + "n_pred": 15.583333333333334, + "n_ref": 470.1666666666667 + }, + "8": { + "Dice": 0.33822785538806555, + "FN": 449.9583333333333, + "FP": 144.91666666666666, + "IoU": 0.30809290401392614, + "TN": 24129.041666666668, + "TP": 534.75, + "n_pred": 679.6666666666666, + "n_ref": 984.7083333333334 + }, + "9": { + "Dice": 0.17631147811174624, + "FN": 275.375, + "FP": 261.125, + "IoU": 0.11795443428894634, + "TN": 24653.458333333332, + "TP": 68.70833333333333, + "n_pred": 329.8333333333333, + "n_ref": 344.0833333333333 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 187, + "IoU": 0.0, + "TN": 16197, + "TP": 0, + "n_pred": 187, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.4782400765184122, + "FN": 3239, + "FP": 34, + "IoU": 0.3142677561282212, + "TN": 11611, + "TP": 1500, + "n_pred": 1534, + "n_ref": 4739 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0007.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0007.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 502, + "FP": 0, + "IoU": 0.0, + "TN": 48650, + "TP": 0, + "n_pred": 0, + "n_ref": 502 + }, + "10": { + "Dice": 0.0, + "FN": 2, + "FP": 3, + "IoU": 0.0, + "TN": 49147, + "TP": 0, + "n_pred": 3, + "n_ref": 2 + }, + "11": { + "Dice": 0.0, + "FN": 2211, + "FP": 0, + "IoU": 0.0, + "TN": 46941, + "TP": 0, + "n_pred": 0, + "n_ref": 2211 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 14, + "IoU": 0.0, + "TN": 49138, + "TP": 0, + "n_pred": 14, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 5488, + "FP": 109, + "IoU": 0.0, + "TN": 43555, + "TP": 0, + "n_pred": 109, + "n_ref": 5488 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 6273, + "IoU": 0.0, + "TN": 42879, + "TP": 0, + "n_pred": 6273, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.3692361231947103, + "FN": 82, + "FP": 7168, + "IoU": 0.22641912078531798, + "TN": 39780, + "TP": 2122, + "n_pred": 9290, + "n_ref": 2204 + }, + "3": { + "Dice": 0.0, + "FN": 10486, + "FP": 0, + "IoU": 0.0, + "TN": 38666, + "TP": 0, + "n_pred": 0, + "n_ref": 10486 + }, + "4": { + "Dice": 0.0, + "FN": 3232, + "FP": 0, + "IoU": 0.0, + "TN": 45920, + "TP": 0, + "n_pred": 0, + "n_ref": 3232 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8917345750873108, + "FN": 1338, + "FP": 57, + "IoU": 0.8046218487394958, + "TN": 42012, + "TP": 5745, + "n_pred": 5802, + "n_ref": 7083 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 104, + "IoU": 0.0, + "TN": 49048, + "TP": 0, + "n_pred": 104, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 49151, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "9": { + "Dice": 0.6538461538461539, + "FN": 264, + "FP": 24, + "IoU": 0.4857142857142857, + "TN": 48592, + "TP": 272, + "n_pred": 296, + "n_ref": 536 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0014.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0014.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0019.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0019.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0033.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0033.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 1612, + "FP": 6, + "IoU": 0.0, + "TN": 31150, + "TP": 0, + "n_pred": 6, + "n_ref": 1612 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 3701, + "FP": 183, + "IoU": 0.0, + "TN": 28884, + "TP": 0, + "n_pred": 183, + "n_ref": 3701 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 75, + "IoU": 0.0, + "TN": 32693, + "TP": 0, + "n_pred": 75, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 7315, + "IoU": 0.0, + "TN": 25453, + "TP": 0, + "n_pred": 7315, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.2637901446432949, + "FN": 2869, + "FP": 134, + "IoU": 0.15193448178480656, + "TN": 29227, + "TP": 538, + "n_pred": 672, + "n_ref": 3407 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0049.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0049.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0054.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0054.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 7649, + "IoU": 0.0, + "TN": 41503, + "TP": 0, + "n_pred": 7649, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6602953953084274, + "FN": 1168, + "FP": 5, + "IoU": 0.49286640726329445, + "TN": 46839, + "TP": 1140, + "n_pred": 1145, + "n_ref": 2308 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 2296, + "IoU": 0.0, + "TN": 46856, + "TP": 0, + "n_pred": 2296, + "n_ref": 0 + }, + "9": { + "Dice": 0.31654404829277494, + "FN": 3476, + "FP": 147, + "IoU": 0.18803227252353205, + "TN": 44690, + "TP": 839, + "n_pred": 986, + "n_ref": 4315 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0069.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0069.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0072.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0072.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 842, + "IoU": 0.0, + "TN": 48310, + "TP": 0, + "n_pred": 842, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 2061, + "FP": 0, + "IoU": 0.0, + "TN": 47091, + "TP": 0, + "n_pred": 0, + "n_ref": 2061 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 907, + "FP": 0, + "IoU": 0.0, + "TN": 48245, + "TP": 0, + "n_pred": 0, + "n_ref": 907 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8825968825968826, + "FN": 324, + "FP": 497, + "IoU": 0.7898643460455592, + "TN": 45245, + "TP": 3086, + "n_pred": 3583, + "n_ref": 3410 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6812801402893468, + "FN": 662, + "FP": 65, + "IoU": 0.5166223404255319, + "TN": 47648, + "TP": 777, + "n_pred": 842, + "n_ref": 1439 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 174, + "IoU": 0.0, + "TN": 48978, + "TP": 0, + "n_pred": 174, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 5487, + "FP": 0, + "IoU": 0.0, + "TN": 43665, + "TP": 0, + "n_pred": 0, + "n_ref": 5487 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 25, + "IoU": 0.0, + "TN": 49127, + "TP": 0, + "n_pred": 25, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0075.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0075.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 78, + "IoU": 0.0, + "TN": 16306, + "TP": 0, + "n_pred": 78, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9641353583799627, + "FN": 656, + "FP": 17, + "IoU": 0.9307541928181912, + "TN": 6665, + "TP": 9046, + "n_pred": 9063, + "n_ref": 9702 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 96, + "IoU": 0.0, + "TN": 16288, + "TP": 0, + "n_pred": 96, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0081.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0081.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0094.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0094.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 742, + "IoU": 0.0, + "TN": 32026, + "TP": 0, + "n_pred": 742, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0134.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0134.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7477477477477478, + "FN": 65, + "FP": 47, + "IoU": 0.5971223021582733, + "TN": 32490, + "TP": 166, + "n_pred": 213, + "n_ref": 231 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9562568348695516, + "FN": 504, + "FP": 56, + "IoU": 0.9161802125430325, + "TN": 26087, + "TP": 6121, + "n_pred": 6177, + "n_ref": 6625 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 32762, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0170.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0170.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0190.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0190.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0224.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0224.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0242.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0242.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 22, + "IoU": 0.0, + "TN": 16362, + "TP": 0, + "n_pred": 22, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0248.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0248.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0274.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0274.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0281.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0281.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0341.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0341.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 92, + "IoU": 0.0, + "TN": 32676, + "TP": 0, + "n_pred": 92, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 268, + "IoU": 0.0, + "TN": 32500, + "TP": 0, + "n_pred": 268, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1206, + "IoU": 0.0, + "TN": 31562, + "TP": 0, + "n_pred": 1206, + "n_ref": 0 + }, + "5": { + "Dice": 0.7591139824642362, + "FN": 615, + "FP": 429, + "IoU": 0.6117515805132019, + "TN": 30079, + "TP": 1645, + "n_pred": 2074, + "n_ref": 2260 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 5067, + "IoU": 0.0, + "TN": 27701, + "TP": 0, + "n_pred": 5067, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 11284, + "FP": 0, + "IoU": 0.0, + "TN": 21484, + "TP": 0, + "n_pred": 0, + "n_ref": 11284 + }, + "8": { + "Dice": 0.9178864168618267, + "FN": 6, + "FP": 1116, + "IoU": 0.8482348167185175, + "TN": 25375, + "TP": 6271, + "n_pred": 7387, + "n_ref": 6277 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 889, + "IoU": 0.0, + "TN": 31879, + "TP": 0, + "n_pred": 889, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0361.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0361.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0378.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0378.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 32, + "FP": 0, + "IoU": 0.0, + "TN": 32736, + "TP": 0, + "n_pred": 0, + "n_ref": 32 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 1.0, + "FN": 0, + "FP": 0, + "IoU": 1.0, + "TN": 16384, + "TP": 16384, + "n_pred": 16384, + "n_ref": 16384 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.15522388059701492, + "FN": 4802, + "FP": 9, + "IoU": 0.08414239482200647, + "TN": 27515, + "TP": 442, + "n_pred": 451, + "n_ref": 5244 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 5042, + "IoU": 0.0, + "TN": 27726, + "TP": 0, + "n_pred": 5042, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0392.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0392.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9686817928023959, + "FN": 493, + "FP": 124, + "IoU": 0.9392656757554877, + "TN": 6225, + "TP": 9542, + "n_pred": 9666, + "n_ref": 10035 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1109, + "IoU": 0.0, + "TN": 15275, + "TP": 0, + "n_pred": 1109, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 147, + "IoU": 0.0, + "TN": 16237, + "TP": 0, + "n_pred": 147, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 272, + "IoU": 0.0, + "TN": 16112, + "TP": 0, + "n_pred": 272, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0403.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0403.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": 0.08445530357420475, + "FN": 556.6289855072464, + "FP": 171.38260869565218, + "IoU": 0.0618519403766431, + "TN": 28325.866666666665, + "TP": 152.38260869565218, + "n_pred": 323.7652173913044, + "n_ref": 709.0115942028986 + }, + "mean": { + "1": { + "Dice": 0.007315700619020822, + "FN": 106.34782608695652, + "FP": 94.30434782608695, + "IoU": 0.003753970545769564, + "TN": 29001.652173913044, + "TP": 3.9565217391304346, + "n_pred": 98.26086956521739, + "n_ref": 110.30434782608695 + }, + "10": { + "Dice": 0.0701951951951952, + "FN": 4.956521739130435, + "FP": 235.47826086956522, + "IoU": 0.04879958246346555, + "TN": 28957.695652173912, + "TP": 8.130434782608695, + "n_pred": 243.6086956521739, + "n_ref": 13.08695652173913 + }, + "11": { + "Dice": 0.0012987012987012987, + "FN": 156.52173913043478, + "FP": 29.347826086956523, + "IoU": 0.0006514657980456026, + "TN": 29020.17391304348, + "TP": 0.21739130434782608, + "n_pred": 29.565217391304348, + "n_ref": 156.7391304347826 + }, + "12": { + "Dice": 0.0, + "FN": 98.69565217391305, + "FP": 0.0, + "IoU": 0.0, + "TN": 29107.565217391304, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 98.69565217391305 + }, + "13": { + "Dice": 0.08565424488367578, + "FN": 319.04347826086956, + "FP": 336.0, + "IoU": 0.05101931443200959, + "TN": 28519.304347826088, + "TP": 31.91304347826087, + "n_pred": 367.9130434782609, + "n_ref": 350.95652173913044 + }, + "14": { + "Dice": 0.19997742377103403, + "FN": 1640.4347826086957, + "FP": 365.69565217391306, + "IoU": 0.14756904426958087, + "TN": 26811.260869565216, + "TP": 388.8695652173913, + "n_pred": 754.5652173913044, + "n_ref": 2029.304347826087 + }, + "15": { + "Dice": 0.16653289129296805, + "FN": 1000.9565217391304, + "FP": 265.0869565217391, + "IoU": 0.14266068759342304, + "TN": 27629.0, + "TP": 311.2173913043478, + "n_pred": 576.304347826087, + "n_ref": 1312.1739130434783 + }, + "2": { + "Dice": 0.0006746272684341901, + "FN": 1051.1739130434783, + "FP": 142.3913043478261, + "IoU": 0.0003384552900561836, + "TN": 28010.521739130436, + "TP": 2.1739130434782608, + "n_pred": 144.56521739130434, + "n_ref": 1053.3478260869565 + }, + "3": { + "Dice": 0.1359621451104101, + "FN": 295.4347826086956, + "FP": 83.08695652173913, + "IoU": 0.10298685782556752, + "TN": 28771.521739130436, + "TP": 56.21739130434783, + "n_pred": 139.30434782608697, + "n_ref": 351.6521739130435 + }, + "4": { + "Dice": 0.12859610578021108, + "FN": 712.8695652173913, + "FP": 26.956521739130434, + "IoU": 0.08321749880769927, + "TN": 28331.82608695652, + "TP": 134.6086956521739, + "n_pred": 161.56521739130434, + "n_ref": 847.4782608695652 + }, + "5": { + "Dice": 0.1188118811881188, + "FN": 0.34782608695652173, + "FP": 3.9130434782608696, + "IoU": 0.06741573033707865, + "TN": 29201.478260869564, + "TP": 0.5217391304347826, + "n_pred": 4.434782608695652, + "n_ref": 0.8695652173913043 + }, + "6": { + "Dice": 0.22587089960813525, + "FN": 1584.5652173913043, + "FP": 365.04347826086956, + "IoU": 0.16676163538900451, + "TN": 26230.304347826088, + "TP": 1026.3478260869565, + "n_pred": 1391.391304347826, + "n_ref": 2610.913043478261 + }, + "7": { + "Dice": 0.0, + "FN": 0.21739130434782608, + "FP": 545.9565217391304, + "IoU": 0.0, + "TN": 28660.08695652174, + "TP": 0.0, + "n_pred": 545.9565217391304, + "n_ref": 0.21739130434782608 + }, + "8": { + "Dice": 0.12593973759716653, + "FN": 87.95652173913044, + "FP": 56.30434782608695, + "IoU": 0.11260486289794613, + "TN": 28740.434782608696, + "TP": 321.5652173913044, + "n_pred": 377.8695652173913, + "n_ref": 409.5217391304348 + }, + "9": { + "Dice": 0.0, + "FN": 1289.9130434782608, + "FP": 21.17391304347826, + "IoU": 0.0, + "TN": 27895.17391304348, + "TP": 0.0, + "n_pred": 21.17391304347826, + "n_ref": 1289.9130434782608 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.5615615615615616, + "FN": 114, + "FP": 178, + "IoU": 0.3903966597077244, + "TN": 15905, + "TP": 187, + "n_pred": 365, + "n_ref": 301 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 36, + "IoU": 0.0, + "TN": 16348, + "TP": 0, + "n_pred": 36, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 2270, + "FP": 0, + "IoU": 0.0, + "TN": 14114, + "TP": 0, + "n_pred": 0, + "n_ref": 2270 + }, + "13": { + "Dice": 0.43261608154020387, + "FN": 31, + "FP": 470, + "IoU": 0.27601156069364163, + "TN": 15692, + "TP": 191, + "n_pred": 661, + "n_ref": 222 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 2713, + "IoU": 0.0, + "TN": 13671, + "TP": 0, + "n_pred": 2713, + "n_ref": 0 + }, + "3": { + "Dice": 0.6798107255520505, + "FN": 1206, + "FP": 12, + "IoU": 0.5149342891278376, + "TN": 13873, + "TP": 1293, + "n_pred": 1305, + "n_ref": 2499 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0030.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0030.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.013211701793016672, + "FN": 3137, + "FP": 0, + "IoU": 0.006649778340721976, + "TN": 29610, + "TP": 21, + "n_pred": 21, + "n_ref": 3158 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0042.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0042.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 223, + "IoU": 0.0, + "TN": 16161, + "TP": 0, + "n_pred": 223, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 73, + "IoU": 0.0, + "TN": 16311, + "TP": 0, + "n_pred": 73, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 74, + "IoU": 0.0, + "TN": 16310, + "TP": 0, + "n_pred": 74, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 533, + "IoU": 0.0, + "TN": 15851, + "TP": 0, + "n_pred": 533, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.08515264063773892, + "FN": 10099, + "FP": 0, + "IoU": 0.04446967546598543, + "TN": 5815, + "TP": 470, + "n_pred": 470, + "n_ref": 10569 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 37, + "IoU": 0.0, + "TN": 16347, + "TP": 0, + "n_pred": 37, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 5677, + "FP": 0, + "IoU": 0.0, + "TN": 10707, + "TP": 0, + "n_pred": 0, + "n_ref": 5677 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0064.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0064.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 236, + "IoU": 0.0, + "TN": 32532, + "TP": 0, + "n_pred": 236, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 595, + "IoU": 0.0, + "TN": 32173, + "TP": 0, + "n_pred": 595, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.18834080717488788, + "FN": 135, + "FP": 46, + "IoU": 0.10396039603960396, + "TN": 32566, + "TP": 21, + "n_pred": 67, + "n_ref": 156 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 269, + "IoU": 0.0, + "TN": 32499, + "TP": 0, + "n_pred": 269, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.12526096033402923, + "FN": 3349, + "FP": 3, + "IoU": 0.066815144766147, + "TN": 29176, + "TP": 240, + "n_pred": 243, + "n_ref": 3589 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6223308883455583, + "FN": 2316, + "FP": 1, + "IoU": 0.45172740179839094, + "TN": 28542, + "TP": 1909, + "n_pred": 1910, + "n_ref": 4225 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0083.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0083.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.2376237623762376, + "FN": 8, + "FP": 69, + "IoU": 0.1348314606741573, + "TN": 16295, + "TP": 12, + "n_pred": 81, + "n_ref": 20 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.8815781631801657, + "FN": 1927, + "FP": 60, + "IoU": 0.7882340402856229, + "TN": 7001, + "TP": 7396, + "n_pred": 7456, + "n_ref": 9323 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 487, + "IoU": 0.0, + "TN": 15897, + "TP": 0, + "n_pred": 487, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0105.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0105.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 274, + "IoU": 0.0, + "TN": 16110, + "TP": 0, + "n_pred": 274, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 65, + "IoU": 0.0, + "TN": 16319, + "TP": 0, + "n_pred": 65, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1217, + "IoU": 0.0, + "TN": 15167, + "TP": 0, + "n_pred": 1217, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 104, + "IoU": 0.0, + "TN": 16280, + "TP": 0, + "n_pred": 104, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 33, + "IoU": 0.0, + "TN": 16351, + "TP": 0, + "n_pred": 33, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 512, + "IoU": 0.0, + "TN": 15872, + "TP": 0, + "n_pred": 512, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0124.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0124.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.051209904333145755, + "FN": 2446, + "FP": 926, + "IoU": 0.026277793820386947, + "TN": 29305, + "TP": 91, + "n_pred": 1017, + "n_ref": 2537 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 5589, + "FP": 47, + "IoU": 0.0, + "TN": 27132, + "TP": 0, + "n_pred": 47, + "n_ref": 5589 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.1392131431041937, + "FN": 984, + "FP": 6980, + "IoU": 0.07481412639405205, + "TN": 24160, + "TP": 644, + "n_pred": 7624, + "n_ref": 1628 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0127.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0127.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 253, + "IoU": 0.0, + "TN": 32515, + "TP": 0, + "n_pred": 253, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 514, + "FP": 0, + "IoU": 0.0, + "TN": 32254, + "TP": 0, + "n_pred": 0, + "n_ref": 514 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.06711409395973154, + "FN": 8479, + "FP": 0, + "IoU": 0.034722222222222224, + "TN": 23984, + "TP": 305, + "n_pred": 305, + "n_ref": 8784 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0159.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0159.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0166.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0166.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0179.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0179.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0184.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0184.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 288, + "IoU": 0.0, + "TN": 48864, + "TP": 0, + "n_pred": 288, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 21538, + "FP": 1845, + "IoU": 0.0, + "TN": 25769, + "TP": 0, + "n_pred": 1845, + "n_ref": 21538 + }, + "15": { + "Dice": 0.0, + "FN": 6461, + "FP": 0, + "IoU": 0.0, + "TN": 42691, + "TP": 0, + "n_pred": 0, + "n_ref": 6461 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 49150, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 171, + "IoU": 0.0, + "TN": 48981, + "TP": 0, + "n_pred": 171, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0192.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 6922, + "FP": 0, + "IoU": 0.0, + "TN": 25846, + "TP": 0, + "n_pred": 0, + "n_ref": 6922 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 32767, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 34, + "IoU": 0.0, + "TN": 32734, + "TP": 0, + "n_pred": 34, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0193.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0193.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 280, + "IoU": 0.0, + "TN": 16104, + "TP": 0, + "n_pred": 280, + "n_ref": 0 + }, + "11": { + "Dice": 0.006493506493506494, + "FN": 1517, + "FP": 13, + "IoU": 0.003257328990228013, + "TN": 14849, + "TP": 5, + "n_pred": 18, + "n_ref": 1522 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 2592, + "IoU": 0.0, + "TN": 13792, + "TP": 0, + "n_pred": 2592, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 179, + "IoU": 0.0, + "TN": 16205, + "TP": 0, + "n_pred": 179, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 21, + "IoU": 0.0, + "TN": 16363, + "TP": 0, + "n_pred": 21, + "n_ref": 0 + }, + "6": { + "Dice": 0.20945945945945946, + "FN": 1838, + "FP": 34, + "IoU": 0.1169811320754717, + "TN": 14264, + "TP": 248, + "n_pred": 282, + "n_ref": 2086 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 410, + "IoU": 0.0, + "TN": 15974, + "TP": 0, + "n_pred": 410, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 6089, + "FP": 0, + "IoU": 0.0, + "TN": 10295, + "TP": 0, + "n_pred": 0, + "n_ref": 6089 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0199.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0199.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 312, + "IoU": 0.0, + "TN": 48840, + "TP": 0, + "n_pred": 312, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 2785, + "IoU": 0.0, + "TN": 46367, + "TP": 0, + "n_pred": 2785, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.006746272684341901, + "FN": 14722, + "FP": 1, + "IoU": 0.003384552900561836, + "TN": 34379, + "TP": 50, + "n_pred": 51, + "n_ref": 14772 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 464, + "IoU": 0.0, + "TN": 48688, + "TP": 0, + "n_pred": 464, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 608, + "IoU": 0.0, + "TN": 48544, + "TP": 0, + "n_pred": 608, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.48012519561815337, + "FN": 1604, + "FP": 57, + "IoU": 0.3158978583196046, + "TN": 46724, + "TP": 767, + "n_pred": 824, + "n_ref": 2371 + }, + "7": { + "Dice": 0.0, + "FN": 5, + "FP": 1812, + "IoU": 0.0, + "TN": 47335, + "TP": 0, + "n_pred": 1812, + "n_ref": 5 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 49, + "IoU": 0.0, + "TN": 49103, + "TP": 0, + "n_pred": 49, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0230.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0230.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 46, + "IoU": 0.0, + "TN": 32722, + "TP": 0, + "n_pred": 46, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 105, + "IoU": 0.0, + "TN": 32663, + "TP": 0, + "n_pred": 105, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.12341197822141561, + "FN": 5886, + "FP": 1359, + "IoU": 0.06576402321083172, + "TN": 25013, + "TP": 510, + "n_pred": 1869, + "n_ref": 6396 + }, + "14": { + "Dice": 0.46100813743218805, + "FN": 9197, + "FP": 341, + "IoU": 0.29955203055004775, + "TN": 19151, + "TP": 4079, + "n_pred": 4420, + "n_ref": 13276 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 5436, + "IoU": 0.0, + "TN": 27332, + "TP": 0, + "n_pred": 5436, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 10, + "IoU": 0.0, + "TN": 32758, + "TP": 0, + "n_pred": 10, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 96, + "FP": 143, + "IoU": 0.0, + "TN": 32529, + "TP": 0, + "n_pred": 143, + "n_ref": 96 + }, + "9": { + "Dice": 0.0, + "FN": 5656, + "FP": 0, + "IoU": 0.0, + "TN": 27112, + "TP": 0, + "n_pred": 0, + "n_ref": 5656 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0245.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0245.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 13812, + "FP": 0, + "IoU": 0.0, + "TN": 18956, + "TP": 0, + "n_pred": 0, + "n_ref": 13812 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0273.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0273.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 48, + "IoU": 0.0, + "TN": 16336, + "TP": 0, + "n_pred": 48, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 2083, + "FP": 0, + "IoU": 0.0, + "TN": 14301, + "TP": 0, + "n_pred": 0, + "n_ref": 2083 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 231, + "IoU": 0.0, + "TN": 16153, + "TP": 0, + "n_pred": 231, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 44, + "IoU": 0.0, + "TN": 16340, + "TP": 0, + "n_pred": 44, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 16383, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6556580864497329, + "FN": 503, + "FP": 206, + "IoU": 0.4877167630057804, + "TN": 15000, + "TP": 675, + "n_pred": 881, + "n_ref": 1178 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 87, + "IoU": 0.0, + "TN": 16297, + "TP": 0, + "n_pred": 87, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 4616, + "FP": 0, + "IoU": 0.0, + "TN": 11768, + "TP": 0, + "n_pred": 0, + "n_ref": 4616 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0282.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0282.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.026519337016574586, + "FN": 772, + "FP": 109, + "IoU": 0.013437849944008958, + "TN": 64643, + "TP": 12, + "n_pred": 121, + "n_ref": 784 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 7734, + "FP": 0, + "IoU": 0.0, + "TN": 57802, + "TP": 0, + "n_pred": 0, + "n_ref": 7734 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 181, + "IoU": 0.0, + "TN": 65355, + "TP": 0, + "n_pred": 181, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 7633, + "IoU": 0.0, + "TN": 57903, + "TP": 0, + "n_pred": 7633, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0299.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0299.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 4028, + "IoU": 0.0, + "TN": 12356, + "TP": 0, + "n_pred": 4028, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 16383, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 3452, + "FP": 0, + "IoU": 0.0, + "TN": 12932, + "TP": 0, + "n_pred": 0, + "n_ref": 3452 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 7624, + "FP": 0, + "IoU": 0.0, + "TN": 8760, + "TP": 0, + "n_pred": 0, + "n_ref": 7624 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0349.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0349.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 329, + "IoU": 0.0, + "TN": 16055, + "TP": 0, + "n_pred": 329, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.7388564051940163, + "FN": 73, + "FP": 3366, + "IoU": 0.5858622350674374, + "TN": 8080, + "TP": 4865, + "n_pred": 8231, + "n_ref": 4938 + }, + "15": { + "Dice": 0.8326644564648403, + "FN": 2749, + "FP": 128, + "IoU": 0.7133034379671152, + "TN": 6349, + "TP": 7158, + "n_pred": 7286, + "n_ref": 9907 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 263, + "IoU": 0.0, + "TN": 16121, + "TP": 0, + "n_pred": 263, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0358.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0358.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 59, + "IoU": 0.0, + "TN": 49093, + "TP": 0, + "n_pred": 59, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 31, + "IoU": 0.0, + "TN": 49121, + "TP": 0, + "n_pred": 31, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 2848, + "IoU": 0.0, + "TN": 46304, + "TP": 0, + "n_pred": 2848, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 9455, + "FP": 0, + "IoU": 0.0, + "TN": 39697, + "TP": 0, + "n_pred": 0, + "n_ref": 9455 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.5177195685670262, + "FN": 5313, + "FP": 8, + "IoU": 0.3492723492723493, + "TN": 40975, + "TP": 2856, + "n_pred": 2864, + "n_ref": 8169 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8899273851463081, + "FN": 4033, + "FP": 560, + "IoU": 0.8016839378238342, + "TN": 25992, + "TP": 18567, + "n_pred": 19127, + "n_ref": 22600 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 3042, + "IoU": 0.0, + "TN": 46110, + "TP": 0, + "n_pred": 3042, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 6, + "FP": 0, + "IoU": 0.0, + "TN": 49146, + "TP": 0, + "n_pred": 0, + "n_ref": 6 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0391.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0391.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0404.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0404.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": 0.121064338328938, + "FN": 355.85797101449265, + "FP": 159.70144927536234, + "IoU": 0.0906610296528984, + "TN": 28516.768115942024, + "TP": 173.93333333333334, + "n_pred": 333.6347826086956, + "n_ref": 529.7913043478261 + }, + "mean": { + "1": { + "Dice": 0.0, + "FN": 1707.8260869565217, + "FP": 0.0, + "IoU": 0.0, + "TN": 27498.434782608696, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 1707.8260869565217 + }, + "10": { + "Dice": 0.17353186519853186, + "FN": 323.5652173913044, + "FP": 47.82608695652174, + "IoU": 0.1320621108502603, + "TN": 28652.91304347826, + "TP": 181.95652173913044, + "n_pred": 229.7826086956522, + "n_ref": 505.5217391304348 + }, + "11": { + "Dice": 0.0, + "FN": 0.0, + "FP": 9.043478260869565, + "IoU": 0.0, + "TN": 29197.217391304348, + "TP": 0.0, + "n_pred": 9.043478260869565, + "n_ref": 0.0 + }, + "12": { + "Dice": 0.0, + "FN": 82.82608695652173, + "FP": 0.0, + "IoU": 0.0, + "TN": 29123.434782608696, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 82.82608695652173 + }, + "13": { + "Dice": 0.15873998031219239, + "FN": 71.08695652173913, + "FP": 184.52173913043478, + "IoU": 0.1315924457915598, + "TN": 28705.260869565216, + "TP": 245.3913043478261, + "n_pred": 429.9130434782609, + "n_ref": 316.4782608695652 + }, + "14": { + "Dice": 0.26619630328346744, + "FN": 73.3913043478261, + "FP": 193.2173913043478, + "IoU": 0.20664750909845264, + "TN": 28724.956521739132, + "TP": 214.69565217391303, + "n_pred": 407.9130434782609, + "n_ref": 288.0869565217391 + }, + "15": { + "Dice": 0.1748572196619999, + "FN": 647.6521739130435, + "FP": 119.73913043478261, + "IoU": 0.12386279867855551, + "TN": 28191.217391304348, + "TP": 247.65217391304347, + "n_pred": 367.39130434782606, + "n_ref": 895.304347826087 + }, + "2": { + "Dice": 0.03425746830002149, + "FN": 248.6086956521739, + "FP": 136.7826086956522, + "IoU": 0.0190907348855035, + "TN": 28786.217391304348, + "TP": 34.65217391304348, + "n_pred": 171.43478260869566, + "n_ref": 283.2608695652174 + }, + "3": { + "Dice": 0.0049657820063428474, + "FN": 938.5217391304348, + "FP": 91.30434782608695, + "IoU": 0.002533208446866485, + "TN": 28166.08695652174, + "TP": 10.347826086956522, + "n_pred": 101.65217391304348, + "n_ref": 948.8695652173913 + }, + "4": { + "Dice": 0.0, + "FN": 0.0, + "FP": 10.434782608695652, + "IoU": 0.0, + "TN": 29195.82608695652, + "TP": 0.0, + "n_pred": 10.434782608695652, + "n_ref": 0.0 + }, + "5": { + "Dice": 0.18644018417207087, + "FN": 421.04347826086956, + "FP": 7.434782608695652, + "IoU": 0.11331402999297922, + "TN": 28699.08695652174, + "TP": 78.69565217391305, + "n_pred": 86.1304347826087, + "n_ref": 499.7391304347826 + }, + "6": { + "Dice": 0.24771242816725988, + "FN": 167.3913043478261, + "FP": 1108.8260869565217, + "IoU": 0.21665014877571026, + "TN": 26823.304347826088, + "TP": 1106.7391304347825, + "n_pred": 2215.5652173913045, + "n_ref": 1274.1304347826087 + }, + "7": { + "Dice": 0.00036900369003690036, + "FN": 215.69565217391303, + "FP": 0.21739130434782608, + "IoU": 0.00018467220683287164, + "TN": 28990.304347826088, + "TP": 0.043478260869565216, + "n_pred": 0.2608695652173913, + "n_ref": 215.7391304347826 + }, + "8": { + "Dice": 0.42733254858958813, + "FN": 342.2608695652174, + "FP": 2.0, + "IoU": 0.31732651514448673, + "TN": 28488.782608695652, + "TP": 373.2173913043478, + "n_pred": 375.2173913043478, + "n_ref": 715.4782608695652 + }, + "9": { + "Dice": 0.14156229155255826, + "FN": 98.0, + "FP": 484.17391304347825, + "IoU": 0.09665127092226895, + "TN": 28508.478260869564, + "TP": 115.6086956521739, + "n_pred": 599.7826086956521, + "n_ref": 213.6086956521739 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0004.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0004.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0006.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0006.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0017.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0017.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 435, + "IoU": 0.0, + "TN": 15949, + "TP": 0, + "n_pred": 435, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.20080475186817398, + "FN": 4171, + "FP": 0, + "IoU": 0.11160809371671991, + "TN": 11689, + "TP": 524, + "n_pred": 524, + "n_ref": 4695 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1059, + "IoU": 0.0, + "TN": 15325, + "TP": 0, + "n_pred": 1059, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 342, + "IoU": 0.0, + "TN": 16042, + "TP": 0, + "n_pred": 342, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 45, + "IoU": 0.0, + "TN": 16339, + "TP": 0, + "n_pred": 45, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 4096, + "IoU": 0.0, + "TN": 12288, + "TP": 0, + "n_pred": 4096, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0027.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0027.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 7203, + "FP": 0, + "IoU": 0.0, + "TN": 9181, + "TP": 0, + "n_pred": 0, + "n_ref": 7203 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 70, + "IoU": 0.0, + "TN": 16314, + "TP": 0, + "n_pred": 70, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 67, + "IoU": 0.0, + "TN": 16317, + "TP": 0, + "n_pred": 67, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 7741, + "IoU": 0.0, + "TN": 8643, + "TP": 0, + "n_pred": 7741, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 2820, + "FP": 0, + "IoU": 0.0, + "TN": 13564, + "TP": 0, + "n_pred": 0, + "n_ref": 2820 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0038.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0038.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0059.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0059.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0049382716049382715, + "FN": 861, + "FP": 348, + "IoU": 0.0024752475247524753, + "TN": 47940, + "TP": 3, + "n_pred": 351, + "n_ref": 864 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7936999015609619, + "FN": 1635, + "FP": 1299, + "IoU": 0.657962228957799, + "TN": 40574, + "TP": 5644, + "n_pred": 6943, + "n_ref": 7279 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 2271, + "IoU": 0.0, + "TN": 46881, + "TP": 0, + "n_pred": 2271, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 484, + "IoU": 0.0, + "TN": 48668, + "TP": 0, + "n_pred": 484, + "n_ref": 0 + }, + "3": { + "Dice": 0.03972625605074278, + "FN": 11506, + "FP": 0, + "IoU": 0.02026566757493188, + "TN": 37408, + "TP": 238, + "n_pred": 238, + "n_ref": 11744 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 46, + "IoU": 0.0, + "TN": 49106, + "TP": 0, + "n_pred": 46, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 390, + "FP": 9, + "IoU": 0.0, + "TN": 48753, + "TP": 0, + "n_pred": 9, + "n_ref": 390 + }, + "9": { + "Dice": 0.016967126193001062, + "FN": 12, + "FP": 915, + "IoU": 0.008556149732620321, + "TN": 48217, + "TP": 8, + "n_pred": 923, + "n_ref": 20 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0098.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0098.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0109.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0109.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6891891891891891, + "FN": 3456, + "FP": 316, + "IoU": 0.5257731958762887, + "TN": 57582, + "TP": 4182, + "n_pred": 4498, + "n_ref": 7638 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 1905, + "FP": 0, + "IoU": 0.0, + "TN": 63631, + "TP": 0, + "n_pred": 0, + "n_ref": 1905 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 271, + "IoU": 0.0, + "TN": 65265, + "TP": 0, + "n_pred": 271, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 110, + "IoU": 0.0, + "TN": 65426, + "TP": 0, + "n_pred": 110, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 8837, + "IoU": 0.0, + "TN": 56699, + "TP": 0, + "n_pred": 8837, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 918, + "FP": 0, + "IoU": 0.0, + "TN": 64618, + "TP": 0, + "n_pred": 0, + "n_ref": 918 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0131.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0131.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 30, + "IoU": 0.0, + "TN": 16354, + "TP": 0, + "n_pred": 30, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1292, + "IoU": 0.0, + "TN": 15092, + "TP": 0, + "n_pred": 1292, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 87, + "IoU": 0.0, + "TN": 16297, + "TP": 0, + "n_pred": 87, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 3026, + "FP": 0, + "IoU": 0.0, + "TN": 13358, + "TP": 0, + "n_pred": 0, + "n_ref": 3026 + }, + "6": { + "Dice": 0.13487881981032665, + "FN": 5, + "FP": 1637, + "IoU": 0.07231638418079096, + "TN": 14614, + "TP": 128, + "n_pred": 1765, + "n_ref": 133 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.38451935081148564, + "FN": 1972, + "FP": 0, + "IoU": 0.23802163833075735, + "TN": 13796, + "TP": 616, + "n_pred": 616, + "n_ref": 2588 + }, + "9": { + "Dice": 0.5479933802234175, + "FN": 2202, + "FP": 2168, + "IoU": 0.3774041886308591, + "TN": 9365, + "TP": 2649, + "n_pred": 4817, + "n_ref": 4851 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0138.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0138.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0186.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0186.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0217.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0217.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 5973, + "FP": 0, + "IoU": 0.0, + "TN": 10411, + "TP": 0, + "n_pred": 0, + "n_ref": 5973 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 641, + "FP": 165, + "IoU": 0.0, + "TN": 15578, + "TP": 0, + "n_pred": 165, + "n_ref": 641 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0249.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0249.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.25488180883864336, + "FN": 1501, + "FP": 2124, + "IoU": 0.14605418138987045, + "TN": 28523, + "TP": 620, + "n_pred": 2744, + "n_ref": 2121 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 483, + "IoU": 0.0, + "TN": 32285, + "TP": 0, + "n_pred": 483, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.966505436956759, + "FN": 214, + "FP": 707, + "IoU": 0.9351819269477092, + "TN": 18559, + "TP": 13288, + "n_pred": 13995, + "n_ref": 13502 + }, + "7": { + "Dice": 0.0018450184501845018, + "FN": 1077, + "FP": 5, + "IoU": 0.0009233610341643582, + "TN": 31685, + "TP": 1, + "n_pred": 6, + "n_ref": 1078 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0272.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0272.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 5710, + "FP": 0, + "IoU": 0.0, + "TN": 27058, + "TP": 0, + "n_pred": 0, + "n_ref": 5710 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 262, + "IoU": 0.0, + "TN": 32506, + "TP": 0, + "n_pred": 262, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0296.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0296.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8745168004757656, + "FN": 1688, + "FP": 0, + "IoU": 0.7770145310435931, + "TN": 25198, + "TP": 5882, + "n_pred": 5882, + "n_ref": 7570 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0302.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0302.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 16272, + "FP": 0, + "IoU": 0.0, + "TN": 32880, + "TP": 0, + "n_pred": 0, + "n_ref": 16272 + }, + "10": { + "Dice": 0.0, + "FN": 3125, + "FP": 1, + "IoU": 0.0, + "TN": 46026, + "TP": 0, + "n_pred": 1, + "n_ref": 3125 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 370, + "IoU": 0.0, + "TN": 48782, + "TP": 0, + "n_pred": 370, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 482, + "IoU": 0.0, + "TN": 48670, + "TP": 0, + "n_pred": 482, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 171, + "FP": 1237, + "IoU": 0.0, + "TN": 47744, + "TP": 0, + "n_pred": 1237, + "n_ref": 171 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 64, + "IoU": 0.0, + "TN": 49088, + "TP": 0, + "n_pred": 64, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7489356525970077, + "FN": 1943, + "FP": 2185, + "IoU": 0.5986387943607195, + "TN": 38867, + "TP": 6157, + "n_pred": 8342, + "n_ref": 8100 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0317.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0317.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 9832, + "FP": 0, + "IoU": 0.0, + "TN": 55704, + "TP": 0, + "n_pred": 0, + "n_ref": 9832 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8099034042952264, + "FN": 187, + "FP": 1840, + "IoU": 0.6805358550039401, + "TN": 59191, + "TP": 4318, + "n_pred": 6158, + "n_ref": 4505 + }, + "15": { + "Dice": 0.6734813464418257, + "FN": 5015, + "FP": 0, + "IoU": 0.5077058996760577, + "TN": 55349, + "TP": 5172, + "n_pred": 5172, + "n_ref": 10187 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 20, + "IoU": 0.0, + "TN": 65516, + "TP": 0, + "n_pred": 20, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0321.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0321.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 608, + "IoU": 0.0, + "TN": 15776, + "TP": 0, + "n_pred": 608, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 9268, + "FP": 0, + "IoU": 0.0, + "TN": 7116, + "TP": 0, + "n_pred": 0, + "n_ref": 9268 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0330.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0330.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0332.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0332.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0383.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0383.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 178, + "IoU": 0.0, + "TN": 32590, + "TP": 0, + "n_pred": 178, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1294, + "IoU": 0.0, + "TN": 31474, + "TP": 0, + "n_pred": 1294, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.20554480980012896, + "FN": 5718, + "FP": 443, + "IoU": 0.11454440931302098, + "TN": 25810, + "TP": 797, + "n_pred": 1240, + "n_ref": 6515 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 27, + "IoU": 0.0, + "TN": 32741, + "TP": 0, + "n_pred": 27, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 44, + "IoU": 0.0, + "TN": 32724, + "TP": 0, + "n_pred": 44, + "n_ref": 0 + }, + "5": { + "Dice": 0.14275037369207771, + "FN": 2287, + "FP": 7, + "IoU": 0.07686116700201208, + "TN": 30283, + "TP": 191, + "n_pred": 198, + "n_ref": 2478 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 59, + "IoU": 0.0, + "TN": 32709, + "TP": 0, + "n_pred": 59, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 21, + "FP": 0, + "IoU": 0.0, + "TN": 32747, + "TP": 0, + "n_pred": 0, + "n_ref": 21 + }, + "8": { + "Dice": 0.8176666256005913, + "FN": 2923, + "FP": 37, + "IoU": 0.6915702823799104, + "TN": 23171, + "TP": 6637, + "n_pred": 6674, + "n_ref": 9560 + }, + "9": { + "Dice": 0.001288659793814433, + "FN": 40, + "FP": 3060, + "IoU": 0.0006447453255963894, + "TN": 29666, + "TP": 2, + "n_pred": 3062, + "n_ref": 42 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0390.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0390.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 88, + "IoU": 0.0, + "TN": 32680, + "TP": 0, + "n_pred": 88, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.41657017882413483, + "FN": 4371, + "FP": 164, + "IoU": 0.2630809229769256, + "TN": 26614, + "TP": 1619, + "n_pred": 1783, + "n_ref": 5990 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 175, + "IoU": 0.0, + "TN": 32593, + "TP": 0, + "n_pred": 175, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 125, + "FP": 0, + "IoU": 0.0, + "TN": 32643, + "TP": 0, + "n_pred": 0, + "n_ref": 125 + }, + "8": { + "Dice": 0.5071442179462755, + "FN": 2587, + "FP": 0, + "IoU": 0.3397141398672792, + "TN": 28850, + "TP": 1331, + "n_pred": 1331, + "n_ref": 3918 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 4993, + "IoU": 0.0, + "TN": 27775, + "TP": 0, + "n_pred": 4993, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0398.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866525/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset448_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label2__seed-12345/gt_segmentations/amos_0398.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": 0.13682802617069745, + "FN": 358.25461352657004, + "FP": 172.62125603864735, + "IoU": 0.1067148386234805, + "TN": 27088.948623188404, + "TP": 173.6131884057971, + "n_pred": 346.2344444444444, + "n_ref": 531.8678019323672 + }, + "mean": { + "1": { + "Dice": 0.05049026339293565, + "FN": 499.5097826086956, + "FP": 121.3108695652174, + "IoU": 0.04138545084165709, + "TN": 27090.075724637678, + "TP": 82.54130434782608, + "n_pred": 203.85217391304346, + "n_ref": 582.0510869565218 + }, + "10": { + "Dice": 0.11203675781279117, + "FN": 293.9376811594203, + "FP": 99.82753623188407, + "IoU": 0.09158807342275321, + "TN": 27261.888405797108, + "TP": 137.7840579710145, + "n_pred": 237.61159420289854, + "n_ref": 431.7217391304348 + }, + "11": { + "Dice": 0.01771845276395327, + "FN": 109.92934782608695, + "FP": 25.35326086956522, + "IoU": 0.010174892733004506, + "TN": 27655.953260869566, + "TP": 2.2018115942028986, + "n_pred": 27.555072463768113, + "n_ref": 112.13115942028985 + }, + "12": { + "Dice": 0.0, + "FN": 91.90434782608696, + "FP": 1.2083333333333333, + "IoU": 0.0, + "TN": 27700.325, + "TP": 0.0, + "n_pred": 1.2083333333333333, + "n_ref": 91.90434782608696 + }, + "13": { + "Dice": 0.09166048750533679, + "FN": 273.5177536231884, + "FP": 139.27101449275364, + "IoU": 0.06653699365625476, + "TN": 27310.829710144928, + "TP": 69.81920289855073, + "n_pred": 209.09021739130435, + "n_ref": 343.3369565217391 + }, + "14": { + "Dice": 0.24601869077060212, + "FN": 511.2152173913044, + "FP": 216.88260869565215, + "IoU": 0.19752926330673182, + "TN": 26626.69347826087, + "TP": 438.6463768115942, + "n_pred": 655.5289855072465, + "n_ref": 949.8615942028986 + }, + "15": { + "Dice": 0.1680427444455305, + "FN": 410.9050724637681, + "FP": 210.7985507246377, + "IoU": 0.13294649806332998, + "TN": 26969.01847826087, + "TP": 202.71557971014494, + "n_pred": 413.5141304347826, + "n_ref": 613.620652173913 + }, + "2": { + "Dice": 0.11401758355203881, + "FN": 436.8481884057971, + "FP": 263.6347826086957, + "IoU": 0.08841303256456536, + "TN": 27034.13949275362, + "TP": 58.81521739130435, + "n_pred": 322.45, + "n_ref": 495.6634057971015 + }, + "3": { + "Dice": 0.07092885572784637, + "FN": 502.6746376811594, + "FP": 140.06159420289856, + "IoU": 0.04901927841233244, + "TN": 27116.99673913043, + "TP": 33.704710144927546, + "n_pred": 173.7663043478261, + "n_ref": 536.379347826087 + }, + "4": { + "Dice": 0.05559897264319613, + "FN": 290.0905797101449, + "FP": 71.51992753623189, + "IoU": 0.034684673593078995, + "TN": 27384.788768115937, + "TP": 47.03840579710145, + "n_pred": 118.55833333333332, + "n_ref": 337.1289855072464 + }, + "5": { + "Dice": 0.29848090785753223, + "FN": 230.4032608695652, + "FP": 14.461231884057971, + "IoU": 0.21626524006247577, + "TN": 27485.38804347826, + "TP": 63.185144927536236, + "n_pred": 77.6463768115942, + "n_ref": 293.5884057971015 + }, + "6": { + "Dice": 0.29060689299330644, + "FN": 647.391304347826, + "FP": 878.165579710145, + "IoU": 0.23849664686320868, + "TN": 25294.3884057971, + "TP": 973.4923913043478, + "n_pred": 1851.657971014493, + "n_ref": 1620.883695652174 + }, + "7": { + "Dice": 0.01638948483637347, + "FN": 458.8659420289855, + "FP": 138.95144927536234, + "IoU": 0.00935040102642309, + "TN": 27186.278260869567, + "TP": 9.342028985507245, + "n_pred": 148.29347826086956, + "n_ref": 468.2079710144927 + }, + "8": { + "Dice": 0.4093104333879213, + "FN": 223.4851449275362, + "FP": 51.72753623188405, + "IoU": 0.34637949421188097, + "TN": 27106.76014492754, + "TP": 411.4648550724638, + "n_pred": 463.1923913043478, + "n_ref": 634.95 + }, + "9": { + "Dice": 0.1111198648710974, + "FN": 393.1409420289855, + "FP": 216.1445652173913, + "IoU": 0.07795264059451051, + "TN": 27110.705434782612, + "TP": 73.44673913043478, + "n_pred": 289.5913043478261, + "n_ref": 466.5876811594203 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/loop_000/summary.json b/nnActive_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/loop_000/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..36e4253e871a8e2a0ff5598e7b475941f54c391e --- /dev/null +++ b/nnActive_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/loop_000/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.3950184597590514, + "FN": 81742.43466666668, + "FP": 68415.17066666667, + "IoU": 0.28105526164700584, + "TN": 96201955.13866669, + "TP": 104848.09599999998, + "n_pred": 173263.26666666666, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.5594572730324421, + "FN": 71489.76, + "FP": 99698.0, + "IoU": 0.41069205942695297, + "TN": 96162974.7, + "TP": 122798.38, + "n_pred": 222496.38, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.3704603035248112, + "FN": 37396.42, + "FP": 75096.22, + "IoU": 0.24160837076823596, + "TN": 96307642.06, + "TP": 36826.14, + "n_pred": 111922.36, + "n_ref": 74222.56 + }, + "11": { + "Dice": 0.038029822782778756, + "FN": 3622.36, + "FP": 8.0, + "IoU": 0.0208325661025203, + "TN": 96453252.46, + "TP": 78.02, + "n_pred": 86.02, + "n_ref": 3700.38 + }, + "12": { + "Dice": 0.33660941051243926, + "FN": 3029.48, + "FP": 1204.76, + "IoU": 0.21855874308640413, + "TN": 96451519.42, + "TP": 1207.18, + "n_pred": 2411.94, + "n_ref": 4236.66 + }, + "13": { + "Dice": 0.12911476512730657, + "FN": 52574.42, + "FP": 7756.8, + "IoU": 0.07416588170414969, + "TN": 96391345.9, + "TP": 5283.72, + "n_pred": 13040.52, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.6116775700116569, + "FN": 49860.62, + "FP": 57711.04, + "IoU": 0.48543801817537074, + "TN": 96260891.66, + "TP": 88497.52, + "n_pred": 146208.56, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.4550728933015171, + "FN": 23962.12, + "FP": 44347.08, + "IoU": 0.31773013839524794, + "TN": 96358566.72, + "TP": 30084.92, + "n_pred": 74432.0, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.3082151756935202, + "FN": 115517.96, + "FP": 32180.6, + "IoU": 0.20267126242381234, + "TN": 96267938.54, + "TP": 41323.74, + "n_pred": 73504.34, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.4506682500851811, + "FN": 50077.18, + "FP": 218442.54, + "IoU": 0.2974060834301596, + "TN": 96075115.72, + "TP": 113325.4, + "n_pred": 331767.94, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.41576306538945745, + "FN": 14145.34, + "FP": 14834.4, + "IoU": 0.30436088704901976, + "TN": 96415548.94, + "TP": 12432.16, + "n_pred": 27266.56, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.12061513688740444, + "FN": 16188.8, + "FP": 520.5, + "IoU": 0.07227024948765229, + "TN": 96439288.18, + "TP": 963.36, + "n_pred": 1483.86, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.7198806460199155, + "FN": 410575.74, + "FP": 347740.24, + "IoU": 0.5690468362310503, + "TN": 94749996.98, + "TP": 948647.88, + "n_pred": 1296388.12, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.25381428614279256, + "FN": 280794.46, + "FP": 72131.62, + "IoU": 0.15666435427898714, + "TN": 96045904.56, + "TP": 58130.2, + "n_pred": 130261.82, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.6796085399453515, + "FN": 51697.9, + "FP": 31563.66, + "IoU": 0.5222367256664466, + "TN": 96293028.0, + "TP": 80671.28, + "n_pred": 112234.94, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.4762897579291964, + "FN": 45203.96, + "FP": 22992.1, + "IoU": 0.32214674847907837, + "TN": 96356313.24, + "TP": 32451.54, + "n_pred": 55443.64, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.477010797834538, + "FN": 19865, + "FP": 139824, + "IoU": 0.3132069466784796, + "TN": 119360806, + "TP": 72825, + "n_pred": 212649, + "n_ref": 92690 + }, + "10": { + "Dice": 0.5610017061392094, + "FN": 26835, + "FP": 49070, + "IoU": 0.3898557131948073, + "TN": 119468915, + "TP": 48500, + "n_pred": 97570, + "n_ref": 75335 + }, + "11": { + "Dice": 0.000563856780377784, + "FN": 3545, + "FP": 0, + "IoU": 0.0002820078962210942, + "TN": 119589774, + "TP": 1, + "n_pred": 1, + "n_ref": 3546 + }, + "12": { + "Dice": 0.6776242062009712, + "FN": 1744, + "FP": 845, + "IoU": 0.5124293785310734, + "TN": 119588010, + "TP": 2721, + "n_pred": 3566, + "n_ref": 4465 + }, + "13": { + "Dice": 0.1548350505718877, + "FN": 47843, + "FP": 5803, + "IoU": 0.0839139344262295, + "TN": 119534760, + "TP": 4914, + "n_pred": 10717, + "n_ref": 52757 + }, + "14": { + "Dice": 0.35967016827920223, + "FN": 183322, + "FP": 45140, + "IoU": 0.21926697992310978, + "TN": 119300695, + "TP": 64163, + "n_pred": 109303, + "n_ref": 247485 + }, + "15": { + "Dice": 0.11863434083083305, + "FN": 21080, + "FP": 153998, + "IoU": 0.06305756685450682, + "TN": 119406459, + "TP": 11783, + "n_pred": 165781, + "n_ref": 32863 + }, + "2": { + "Dice": 0.2977931194973432, + "FN": 113925, + "FP": 12810, + "IoU": 0.17494531534815894, + "TN": 119439712, + "TP": 26873, + "n_pred": 39683, + "n_ref": 140798 + }, + "3": { + "Dice": 0.5003179851436059, + "FN": 14218, + "FP": 297705, + "IoU": 0.3336160467267557, + "TN": 119125237, + "TP": 156160, + "n_pred": 453865, + "n_ref": 170378 + }, + "4": { + "Dice": 0.6318751851486126, + "FN": 39310, + "FP": 5426, + "IoU": 0.4618549260194876, + "TN": 119510190, + "TP": 38394, + "n_pred": 43820, + "n_ref": 77704 + }, + "5": { + "Dice": 6.216296020016473e-05, + "FN": 64262, + "FP": 81, + "IoU": 3.1082446188515034e-05, + "TN": 119528975, + "TP": 2, + "n_pred": 83, + "n_ref": 64264 + }, + "6": { + "Dice": 0.7511287863207958, + "FN": 371107, + "FP": 166195, + "IoU": 0.6014461524082636, + "TN": 118245191, + "TP": 810827, + "n_pred": 977022, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 62678, + "IoU": 0.0, + "TN": 119530642, + "TP": 0, + "n_pred": 62678, + "n_ref": 0 + }, + "8": { + "Dice": 0.6162789412609825, + "FN": 147094, + "FP": 26511, + "IoU": 0.44537801702793794, + "TN": 119280305, + "TP": 139410, + "n_pred": 165921, + "n_ref": 286504 + }, + "9": { + "Dice": 0.5641692540273421, + "FN": 41828, + "FP": 11794, + "IoU": 0.3929218367901458, + "TN": 119504992, + "TP": 34706, + "n_pred": 46500, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7169083370135925, + "FN": 71684, + "FP": 20622, + "IoU": 0.5587350909482037, + "TN": 72616475, + "TP": 116879, + "n_pred": 137501, + "n_ref": 188563 + }, + "10": { + "Dice": 0.5244110152747687, + "FN": 29965, + "FP": 39841, + "IoU": 0.35539097994311675, + "TN": 72717368, + "TP": 38486, + "n_pred": 78327, + "n_ref": 68451 + }, + "11": { + "Dice": 0.07527801539777587, + "FN": 2159, + "FP": 3, + "IoU": 0.03911111111111111, + "TN": 72823410, + "TP": 88, + "n_pred": 91, + "n_ref": 2247 + }, + "12": { + "Dice": 0.5663095677872183, + "FN": 1341, + "FP": 1007, + "IoU": 0.39500128832775055, + "TN": 72821779, + "TP": 1533, + "n_pred": 2540, + "n_ref": 2874 + }, + "13": { + "Dice": 0.1440335981009769, + "FN": 46239, + "FP": 638, + "IoU": 0.07760571417327483, + "TN": 72774839, + "TP": 3944, + "n_pred": 4582, + "n_ref": 50183 + }, + "14": { + "Dice": 0.8192967360752595, + "FN": 5474, + "FP": 26028, + "IoU": 0.6939057095106689, + "TN": 72722744, + "TP": 71414, + "n_pred": 97442, + "n_ref": 76888 + }, + "15": { + "Dice": 0.472918294694799, + "FN": 15248, + "FP": 45456, + "IoU": 0.3096876172714557, + "TN": 72737723, + "TP": 27233, + "n_pred": 72689, + "n_ref": 42481 + }, + "2": { + "Dice": 0.0668881724366104, + "FN": 131092, + "FP": 1464, + "IoU": 0.03460129490848973, + "TN": 72688353, + "TP": 4751, + "n_pred": 6215, + "n_ref": 135843 + }, + "3": { + "Dice": 0.5214380779609613, + "FN": 6280, + "FP": 215577, + "IoU": 0.3526657018475508, + "TN": 72482936, + "TP": 120867, + "n_pred": 336444, + "n_ref": 127147 + }, + "4": { + "Dice": 0.3966680610370478, + "FN": 16105, + "FP": 17068, + "IoU": 0.24740233222923, + "TN": 72781582, + "TP": 10905, + "n_pred": 27973, + "n_ref": 27010 + }, + "5": { + "Dice": 0.08214008214008214, + "FN": 8269, + "FP": 0, + "IoU": 0.042829031137863176, + "TN": 72817021, + "TP": 370, + "n_pred": 370, + "n_ref": 8639 + }, + "6": { + "Dice": 0.7347921384960072, + "FN": 300969, + "FP": 353625, + "IoU": 0.5807679203182761, + "TN": 71264248, + "TP": 906818, + "n_pred": 1260443, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.22746168328216015, + "FN": 202877, + "FP": 41687, + "IoU": 0.12832539705169513, + "TN": 72545092, + "TP": 36004, + "n_pred": 77691, + "n_ref": 238881 + }, + "8": { + "Dice": 0.7681382043233376, + "FN": 6438, + "FP": 24807, + "IoU": 0.6235587523041891, + "TN": 72742659, + "TP": 51756, + "n_pred": 76563, + "n_ref": 58194 + }, + "9": { + "Dice": 0.5232761372099032, + "FN": 43555, + "FP": 19179, + "IoU": 0.354349347494957, + "TN": 72728496, + "TP": 34430, + "n_pred": 53609, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4650218312256379, + "FN": 141875, + "FP": 130010, + "IoU": 0.30295012703466984, + "TN": 71419437, + "TP": 118166, + "n_pred": 248176, + "n_ref": 260041 + }, + "10": { + "Dice": 0.490699877725863, + "FN": 33120, + "FP": 92670, + "IoU": 0.32511749683456015, + "TN": 71623100, + "TP": 60598, + "n_pred": 153268, + "n_ref": 93718 + }, + "11": { + "Dice": 0.0, + "FN": 3369, + "FP": 0, + "IoU": 0.0, + "TN": 71806119, + "TP": 0, + "n_pred": 0, + "n_ref": 3369 + }, + "12": { + "Dice": 0.3263224984066284, + "FN": 5229, + "FP": 56, + "IoU": 0.19497334348819498, + "TN": 71802923, + "TP": 1280, + "n_pred": 1336, + "n_ref": 6509 + }, + "13": { + "Dice": 0.3812209007140465, + "FN": 46256, + "FP": 11025, + "IoU": 0.23549902570536263, + "TN": 71734562, + "TP": 17645, + "n_pred": 28670, + "n_ref": 63901 + }, + "14": { + "Dice": 0.5736063344363042, + "FN": 310855, + "FP": 3311, + "IoU": 0.4021374661739127, + "TN": 71284006, + "TP": 211316, + "n_pred": 214627, + "n_ref": 522171 + }, + "15": { + "Dice": 0.17618079096045197, + "FN": 161173, + "FP": 21097, + "IoU": 0.09659992069785885, + "TN": 71607728, + "TP": 19490, + "n_pred": 40587, + "n_ref": 180663 + }, + "2": { + "Dice": 0.02144099151511982, + "FN": 145234, + "FP": 4464, + "IoU": 0.010836670234838574, + "TN": 71658150, + "TP": 1640, + "n_pred": 6104, + "n_ref": 146874 + }, + "3": { + "Dice": 0.4466344524289274, + "FN": 53883, + "FP": 271004, + "IoU": 0.28752694633102266, + "TN": 71353489, + "TP": 131112, + "n_pred": 402116, + "n_ref": 184995 + }, + "4": { + "Dice": 0.5405888417917287, + "FN": 2178, + "FP": 17873, + "IoU": 0.3704157246922884, + "TN": 71777640, + "TP": 11797, + "n_pred": 29670, + "n_ref": 13975 + }, + "5": { + "Dice": 0.29778027085503644, + "FN": 8485, + "FP": 278, + "IoU": 0.17493644666227284, + "TN": 71798867, + "TP": 1858, + "n_pred": 2136, + "n_ref": 10343 + }, + "6": { + "Dice": 0.7591428484693803, + "FN": 235410, + "FP": 407253, + "IoU": 0.611789074619076, + "TN": 70154040, + "TP": 1012785, + "n_pred": 1420038, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.6232751805196859, + "FN": 116886, + "FP": 26066, + "IoU": 0.4527231380596158, + "TN": 71548282, + "TP": 118254, + "n_pred": 144320, + "n_ref": 235140 + }, + "8": { + "Dice": 0.8102007451211581, + "FN": 14581, + "FP": 16648, + "IoU": 0.6809558350275329, + "TN": 71711605, + "TP": 66654, + "n_pred": 83302, + "n_ref": 81235 + }, + "9": { + "Dice": 0.6775519494430163, + "FN": 37551, + "FP": 10615, + "IoU": 0.5123467414524506, + "TN": 71710717, + "TP": 50605, + "n_pred": 61220, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8089253851614513, + "FN": 24465, + "FP": 65166, + "IoU": 0.6791559278350515, + "TN": 135166150, + "TP": 189729, + "n_pred": 254895, + "n_ref": 214194 + }, + "10": { + "Dice": 0.5678105834489394, + "FN": 24354, + "FP": 68173, + "IoU": 0.39646332872387613, + "TN": 135292202, + "TP": 60781, + "n_pred": 128954, + "n_ref": 85135 + }, + "11": { + "Dice": 0.051450465243568694, + "FN": 3453, + "FP": 13, + "IoU": 0.026404494382022473, + "TN": 135441950, + "TP": 94, + "n_pred": 107, + "n_ref": 3547 + }, + "12": { + "Dice": 0.40079860244571996, + "FN": 3902, + "FP": 900, + "IoU": 0.2506242197253433, + "TN": 135439102, + "TP": 1606, + "n_pred": 2506, + "n_ref": 5508 + }, + "13": { + "Dice": 0.19895361494434496, + "FN": 34907, + "FP": 10719, + "IoU": 0.11046556967948218, + "TN": 135394218, + "TP": 5666, + "n_pred": 16385, + "n_ref": 40573 + }, + "14": { + "Dice": 0.7873157438374829, + "FN": 15895, + "FP": 52785, + "IoU": 0.6492339121552605, + "TN": 135249710, + "TP": 127120, + "n_pred": 179905, + "n_ref": 143015 + }, + "15": { + "Dice": 0.5088517659493262, + "FN": 16635, + "FP": 50281, + "IoU": 0.3412482772199252, + "TN": 135343930, + "TP": 34664, + "n_pred": 84945, + "n_ref": 51299 + }, + "2": { + "Dice": 0.08612448886869604, + "FN": 200061, + "FP": 1083, + "IoU": 0.04500004747842106, + "TN": 135234888, + "TP": 9478, + "n_pred": 10561, + "n_ref": 209539 + }, + "3": { + "Dice": 0.4630350338272502, + "FN": 38823, + "FP": 397308, + "IoU": 0.30126583495280956, + "TN": 134821337, + "TP": 188042, + "n_pred": 585350, + "n_ref": 226865 + }, + "4": { + "Dice": 0.725460050144283, + "FN": 6170, + "FP": 17044, + "IoU": 0.5691936531502273, + "TN": 135391625, + "TP": 30671, + "n_pred": 47715, + "n_ref": 36841 + }, + "5": { + "Dice": 0.019701302828090246, + "FN": 27765, + "FP": 0, + "IoU": 0.00994865211810013, + "TN": 135417466, + "TP": 279, + "n_pred": 279, + "n_ref": 28044 + }, + "6": { + "Dice": 0.7885930961906273, + "FN": 482140, + "FP": 150659, + "IoU": 0.6509729255387507, + "TN": 133632473, + "TP": 1180238, + "n_pred": 1330897, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.3906040597236365, + "FN": 143156, + "FP": 30999, + "IoU": 0.24270227726345725, + "TN": 135215541, + "TP": 55814, + "n_pred": 86813, + "n_ref": 198970 + }, + "8": { + "Dice": 0.5238723234507459, + "FN": 169465, + "FP": 48960, + "IoU": 0.3548963492611987, + "TN": 135106921, + "TP": 120164, + "n_pred": 169124, + "n_ref": 289629 + }, + "9": { + "Dice": 0.30772067142102927, + "FN": 79674, + "FP": 2935, + "IoU": 0.1818379898780814, + "TN": 135344541, + "TP": 18360, + "n_pred": 21295, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3799471023210846, + "FN": 177420, + "FP": 79755, + "IoU": 0.23452759034315665, + "TN": 105418036, + "TP": 78794, + "n_pred": 158549, + "n_ref": 256214 + }, + "10": { + "Dice": 0.18898398674765324, + "FN": 49533, + "FP": 44467, + "IoU": 0.10435246588916838, + "TN": 105649053, + "TP": 10952, + "n_pred": 55419, + "n_ref": 60485 + }, + "11": { + "Dice": 0.029320987654320986, + "FN": 2431, + "FP": 85, + "IoU": 0.014878621769772905, + "TN": 105751451, + "TP": 38, + "n_pred": 123, + "n_ref": 2469 + }, + "12": { + "Dice": 0.19161205766710354, + "FN": 3673, + "FP": 2495, + "IoU": 0.10595738512827946, + "TN": 105747106, + "TP": 731, + "n_pred": 3226, + "n_ref": 4404 + }, + "13": { + "Dice": 0.02494238266525944, + "FN": 79744, + "FP": 10794, + "IoU": 0.012628686093177455, + "TN": 105662309, + "TP": 1158, + "n_pred": 11952, + "n_ref": 80902 + }, + "14": { + "Dice": 0.7790420937278412, + "FN": 45835, + "FP": 39858, + "IoU": 0.6380581097233896, + "TN": 105517246, + "TP": 151066, + "n_pred": 190924, + "n_ref": 196901 + }, + "15": { + "Dice": 0.8082529070289894, + "FN": 5446, + "FP": 5223, + "IoU": 0.6782084150203589, + "TN": 105720850, + "TP": 22486, + "n_pred": 27709, + "n_ref": 27932 + }, + "2": { + "Dice": 0.6375748155779061, + "FN": 47058, + "FP": 73261, + "IoU": 0.46797051527519223, + "TN": 105527854, + "TP": 105832, + "n_pred": 179093, + "n_ref": 152890 + }, + "3": { + "Dice": 0.5602532713045383, + "FN": 51212, + "FP": 137555, + "IoU": 0.3891332135980454, + "TN": 105444990, + "TP": 120248, + "n_pred": 257803, + "n_ref": 171460 + }, + "4": { + "Dice": 0.2913838774902428, + "FN": 31559, + "FP": 13650, + "IoU": 0.17053794216938206, + "TN": 105699501, + "TP": 9295, + "n_pred": 22945, + "n_ref": 40854 + }, + "5": { + "Dice": 0.13706714844926227, + "FN": 11227, + "FP": 3102, + "IoU": 0.07357600051723023, + "TN": 105738538, + "TP": 1138, + "n_pred": 4240, + "n_ref": 12365 + }, + "6": { + "Dice": 0.7577715508074907, + "FN": 446244, + "FP": 250842, + "IoU": 0.6100098184839253, + "TN": 103966560, + "TP": 1090359, + "n_pred": 1341201, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.3753601417456282, + "FN": 170931, + "FP": 153407, + "IoU": 0.2310420613150177, + "TN": 105332216, + "TP": 97451, + "n_pred": 250858, + "n_ref": 268382 + }, + "8": { + "Dice": 0.7877384904026555, + "FN": 20440, + "FP": 16329, + "IoU": 0.6498090421631094, + "TN": 105649008, + "TP": 68228, + "n_pred": 84557, + "n_ref": 88668 + }, + "9": { + "Dice": 0.491169806635836, + "FN": 43157, + "FP": 22419, + "IoU": 0.3255302079690618, + "TN": 105656779, + "TP": 31650, + "n_pred": 54069, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6934341001076046, + "FN": 46714, + "FP": 135907, + "IoU": 0.5307302908829273, + "TN": 96748720, + "TP": 206539, + "n_pred": 342446, + "n_ref": 253253 + }, + "10": { + "Dice": 0.5827029919574421, + "FN": 20016, + "FP": 112553, + "IoU": 0.41113682499211557, + "TN": 96912753, + "TP": 92558, + "n_pred": 205111, + "n_ref": 112574 + }, + "11": { + "Dice": 0.04071526822558459, + "FN": 3487, + "FP": 0, + "IoU": 0.020780679584386407, + "TN": 97134319, + "TP": 74, + "n_pred": 74, + "n_ref": 3561 + }, + "12": { + "Dice": 0.5428862018307153, + "FN": 2116, + "FP": 1929, + "IoU": 0.3725763921203661, + "TN": 97131433, + "TP": 2402, + "n_pred": 4331, + "n_ref": 4518 + }, + "13": { + "Dice": 0.4900685489429427, + "FN": 30344, + "FP": 10347, + "IoU": 0.3245634420025231, + "TN": 97077636, + "TP": 19553, + "n_pred": 29900, + "n_ref": 49897 + }, + "14": { + "Dice": 0.8877737784173131, + "FN": 46679, + "FP": 8383, + "IoU": 0.7981953321996129, + "TN": 96865032, + "TP": 217786, + "n_pred": 226169, + "n_ref": 264465 + }, + "15": { + "Dice": 0.3266883422553559, + "FN": 7451, + "FP": 54054, + "IoU": 0.19523460602412793, + "TN": 97061454, + "TP": 14921, + "n_pred": 68975, + "n_ref": 22372 + }, + "2": { + "Dice": 0.4982587346553352, + "FN": 72046, + "FP": 60790, + "IoU": 0.3317873365762376, + "TN": 96939087, + "TP": 65957, + "n_pred": 126747, + "n_ref": 138003 + }, + "3": { + "Dice": 0.26341651500663193, + "FN": 73066, + "FP": 404520, + "IoU": 0.151686640626804, + "TN": 96574897, + "TP": 85397, + "n_pred": 489917, + "n_ref": 158463 + }, + "4": { + "Dice": 0.6463033774622569, + "FN": 6284, + "FP": 16933, + "IoU": 0.47743590897836996, + "TN": 97093451, + "TP": 21212, + "n_pred": 38145, + "n_ref": 27496 + }, + "5": { + "Dice": 0.0004060089321965083, + "FN": 14630, + "FP": 142, + "IoU": 0.0002030456852791878, + "TN": 97123105, + "TP": 3, + "n_pred": 145, + "n_ref": 14633 + }, + "6": { + "Dice": 0.7585018487317623, + "FN": 362938, + "FP": 361335, + "IoU": 0.6109568894298585, + "TN": 95276202, + "TP": 1137405, + "n_pred": 1498740, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.5750776919715841, + "FN": 137113, + "FP": 35991, + "IoU": 0.4035852963571653, + "TN": 96847639, + "TP": 117137, + "n_pred": 153128, + "n_ref": 254250 + }, + "8": { + "Dice": 0.761196157036723, + "FN": 23908, + "FP": 41439, + "IoU": 0.6144606035576271, + "TN": 96968385, + "TP": 104148, + "n_pred": 145587, + "n_ref": 128056 + }, + "9": { + "Dice": 0.5763757448300035, + "FN": 23359, + "FP": 43114, + "IoU": 0.4048650778018515, + "TN": 97026186, + "TP": 45221, + "n_pred": 88335, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.649979424085427, + "FN": 19511, + "FP": 146348, + "IoU": 0.48145890194680746, + "TN": 130446935, + "TP": 153998, + "n_pred": 300346, + "n_ref": 173509 + }, + "10": { + "Dice": 0.3761830964369093, + "FN": 20690, + "FP": 166888, + "IoU": 0.23166595667988335, + "TN": 130522656, + "TP": 56558, + "n_pred": 223446, + "n_ref": 77248 + }, + "11": { + "Dice": 0.0, + "FN": 4049, + "FP": 0, + "IoU": 0.0, + "TN": 130762743, + "TP": 0, + "n_pred": 0, + "n_ref": 4049 + }, + "12": { + "Dice": 0.31878940731399746, + "FN": 2696, + "FP": 5, + "IoU": 0.18961896189618963, + "TN": 130763459, + "TP": 632, + "n_pred": 637, + "n_ref": 3328 + }, + "13": { + "Dice": 0.04462822122129513, + "FN": 59856, + "FP": 4837, + "IoU": 0.022823394356836446, + "TN": 130700588, + "TP": 1511, + "n_pred": 6348, + "n_ref": 61367 + }, + "14": { + "Dice": 0.8075429435399196, + "FN": 15218, + "FP": 53519, + "IoU": 0.677209245536427, + "TN": 130553846, + "TP": 144209, + "n_pred": 197728, + "n_ref": 159427 + }, + "15": { + "Dice": 0.643172496669192, + "FN": 4170, + "FP": 23148, + "IoU": 0.4740267241711271, + "TN": 130714854, + "TP": 24620, + "n_pred": 47768, + "n_ref": 28790 + }, + "2": { + "Dice": 0.035404195966757715, + "FN": 163285, + "FP": 2693, + "IoU": 0.018021109428246876, + "TN": 130597768, + "TP": 3046, + "n_pred": 5739, + "n_ref": 166331 + }, + "3": { + "Dice": 0.44705004996844894, + "FN": 17984, + "FP": 348300, + "IoU": 0.2878715118664103, + "TN": 130252441, + "TP": 148067, + "n_pred": 496367, + "n_ref": 166051 + }, + "4": { + "Dice": 0.6233987705730716, + "FN": 14217, + "FP": 4775, + "IoU": 0.4528535622713261, + "TN": 130732081, + "TP": 15719, + "n_pred": 20494, + "n_ref": 29936 + }, + "5": { + "Dice": 0.22384400800247964, + "FN": 27337, + "FP": 208, + "IoU": 0.12602722340324268, + "TN": 130735275, + "TP": 3972, + "n_pred": 4180, + "n_ref": 31309 + }, + "6": { + "Dice": 0.7219177892359937, + "FN": 373350, + "FP": 369127, + "IoU": 0.5648445641101982, + "TN": 129060558, + "TP": 963757, + "n_pred": 1332884, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.11194881706730817, + "FN": 417259, + "FP": 31634, + "IoU": 0.05929331687577407, + "TN": 130289605, + "TP": 28294, + "n_pred": 59928, + "n_ref": 445553 + }, + "8": { + "Dice": 0.6630744740267249, + "FN": 95469, + "FP": 41470, + "IoU": 0.49596964164777246, + "TN": 130495104, + "TP": 134749, + "n_pred": 176219, + "n_ref": 230218 + }, + "9": { + "Dice": 0.44991516235536255, + "FN": 65304, + "FP": 24499, + "IoU": 0.29025196004046533, + "TN": 130640264, + "TP": 36725, + "n_pred": 61224, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.500560022317618, + "FN": 80625, + "FP": 159275, + "IoU": 0.3338313168702568, + "TN": 71875889, + "TP": 120219, + "n_pred": 279494, + "n_ref": 200844 + }, + "10": { + "Dice": 0.13472427164476167, + "FN": 50885, + "FP": 100405, + "IoU": 0.07222753697843844, + "TN": 72072940, + "TP": 11778, + "n_pred": 112183, + "n_ref": 62663 + }, + "11": { + "Dice": 0.0, + "FN": 2687, + "FP": 0, + "IoU": 0.0, + "TN": 72233321, + "TP": 0, + "n_pred": 0, + "n_ref": 2687 + }, + "12": { + "Dice": 0.2221287336979386, + "FN": 3015, + "FP": 4381, + "IoU": 0.1249408424041647, + "TN": 72227556, + "TP": 1056, + "n_pred": 5437, + "n_ref": 4071 + }, + "13": { + "Dice": 0.14284178269985484, + "FN": 62467, + "FP": 33197, + "IoU": 0.07691416992328846, + "TN": 72132373, + "TP": 7971, + "n_pred": 41168, + "n_ref": 70438 + }, + "14": { + "Dice": 0.2911720594568107, + "FN": 24824, + "FP": 213849, + "IoU": 0.17039284795650936, + "TN": 71948314, + "TP": 49021, + "n_pred": 262870, + "n_ref": 73845 + }, + "15": { + "Dice": 0.2973663710041138, + "FN": 6558, + "FP": 96264, + "IoU": 0.174650826777974, + "TN": 72111428, + "TP": 21758, + "n_pred": 118022, + "n_ref": 28316 + }, + "2": { + "Dice": 0.5844625902676994, + "FN": 60443, + "FP": 34617, + "IoU": 0.4128909531103315, + "TN": 72074096, + "TP": 66852, + "n_pred": 101469, + "n_ref": 127295 + }, + "3": { + "Dice": 0.6104756541368328, + "FN": 39247, + "FP": 125373, + "IoU": 0.439341459510454, + "TN": 71942389, + "TP": 128999, + "n_pred": 254372, + "n_ref": 168246 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 8939, + "IoU": 0.0, + "TN": 72227069, + "TP": 0, + "n_pred": 8939, + "n_ref": 0 + }, + "5": { + "Dice": 0.35267550319096713, + "FN": 6431, + "FP": 162, + "IoU": 0.21408987960424367, + "TN": 72227619, + "TP": 1796, + "n_pred": 1958, + "n_ref": 8227 + }, + "6": { + "Dice": 0.5992740426430552, + "FN": 410752, + "FP": 1061754, + "IoU": 0.42783103968019287, + "TN": 69662457, + "TP": 1101045, + "n_pred": 2162799, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.2944070067115919, + "FN": 231023, + "FP": 287796, + "IoU": 0.172612697091333, + "TN": 71608951, + "TP": 108238, + "n_pred": 396034, + "n_ref": 339261 + }, + "8": { + "Dice": 0.7783661337796502, + "FN": 13632, + "FP": 17090, + "IoU": 0.6371517320388809, + "TN": 72151339, + "TP": 53947, + "n_pred": 71037, + "n_ref": 67579 + }, + "9": { + "Dice": 0.07964106647156291, + "FN": 45919, + "FP": 39621, + "IoU": 0.04147196916215641, + "TN": 72146767, + "TP": 3701, + "n_pred": 43322, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.016040583386176283, + "FN": 87411, + "FP": 106552, + "IoU": 0.008085136848995622, + "TN": 52357576, + "TP": 1581, + "n_pred": 108133, + "n_ref": 88992 + }, + "10": { + "Dice": 0.0, + "FN": 47184, + "FP": 1784, + "IoU": 0.0, + "TN": 52504152, + "TP": 0, + "n_pred": 1784, + "n_ref": 47184 + }, + "11": { + "Dice": 0.0, + "FN": 2042, + "FP": 0, + "IoU": 0.0, + "TN": 52551078, + "TP": 0, + "n_pred": 0, + "n_ref": 2042 + }, + "12": { + "Dice": 0.0, + "FN": 4066, + "FP": 1141, + "IoU": 0.0, + "TN": 52547913, + "TP": 0, + "n_pred": 1141, + "n_ref": 4066 + }, + "13": { + "Dice": 0.0, + "FN": 21615, + "FP": 0, + "IoU": 0.0, + "TN": 52531505, + "TP": 0, + "n_pred": 0, + "n_ref": 21615 + }, + "14": { + "Dice": 0.16080344984112574, + "FN": 45918, + "FP": 57612, + "IoU": 0.08743135682112667, + "TN": 52439671, + "TP": 9919, + "n_pred": 67531, + "n_ref": 55837 + }, + "15": { + "Dice": 0.2290450771833646, + "FN": 16537, + "FP": 42246, + "IoU": 0.12933422202473524, + "TN": 52485605, + "TP": 8732, + "n_pred": 50978, + "n_ref": 25269 + }, + "2": { + "Dice": 0.024703999077025137, + "FN": 133363, + "FP": 1893, + "IoU": 0.012506479568369484, + "TN": 52416151, + "TP": 1713, + "n_pred": 3606, + "n_ref": 135076 + }, + "3": { + "Dice": 0.45845468005141304, + "FN": 72648, + "FP": 93777, + "IoU": 0.2973994174019504, + "TN": 52316250, + "TP": 70445, + "n_pred": 164222, + "n_ref": 143093 + }, + "4": { + "Dice": 0.0, + "FN": 1880, + "FP": 0, + "IoU": 0.0, + "TN": 52551240, + "TP": 0, + "n_pred": 0, + "n_ref": 1880 + }, + "5": { + "Dice": 0.4439364773820982, + "FN": 4437, + "FP": 185, + "IoU": 0.28529457244471934, + "TN": 52546653, + "TP": 1845, + "n_pred": 2030, + "n_ref": 6282 + }, + "6": { + "Dice": 0.6322384765553885, + "FN": 321364, + "FP": 203848, + "IoU": 0.4622432095933947, + "TN": 51576448, + "TP": 451460, + "n_pred": 655308, + "n_ref": 772824 + }, + "7": { + "Dice": 0.15925516460021746, + "FN": 175634, + "FP": 8400, + "IoU": 0.08651669777230671, + "TN": 52351656, + "TP": 17430, + "n_pred": 25830, + "n_ref": 193064 + }, + "8": { + "Dice": 0.6176732104500724, + "FN": 28619, + "FP": 9650, + "IoU": 0.4468358821658813, + "TN": 52483938, + "TP": 30913, + "n_pred": 40563, + "n_ref": 59532 + }, + "9": { + "Dice": 0.5447314699047094, + "FN": 39532, + "FP": 24919, + "IoU": 0.37431680726926775, + "TN": 52450111, + "TP": 38558, + "n_pred": 63477, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5706252675647211, + "FN": 75457, + "FP": 251511, + "IoU": 0.3992132046384545, + "TN": 143593017, + "TP": 217265, + "n_pred": 468776, + "n_ref": 292722 + }, + "10": { + "Dice": 0.5573238011295009, + "FN": 29989, + "FP": 78495, + "IoU": 0.38631246676547454, + "TN": 143960476, + "TP": 68290, + "n_pred": 146785, + "n_ref": 98279 + }, + "11": { + "Dice": 0.004221317654153475, + "FN": 6605, + "FP": 0, + "IoU": 0.002115123130382233, + "TN": 144130631, + "TP": 14, + "n_pred": 14, + "n_ref": 6619 + }, + "12": { + "Dice": 0.32728077945084144, + "FN": 4168, + "FP": 1908, + "IoU": 0.19565792957373576, + "TN": 144129696, + "TP": 1478, + "n_pred": 3386, + "n_ref": 5646 + }, + "13": { + "Dice": 0.14532441005031801, + "FN": 95550, + "FP": 7382, + "IoU": 0.07835570319565198, + "TN": 144025567, + "TP": 8751, + "n_pred": 16133, + "n_ref": 104301 + }, + "14": { + "Dice": 0.8232647796691849, + "FN": 119673, + "FP": 5019, + "IoU": 0.6996176926171555, + "TN": 143722139, + "TP": 290419, + "n_pred": 295438, + "n_ref": 410092 + }, + "15": { + "Dice": 0.4674399228205578, + "FN": 1347, + "FP": 47231, + "IoU": 0.30500593730775283, + "TN": 144067353, + "TP": 21319, + "n_pred": 68550, + "n_ref": 22666 + }, + "2": { + "Dice": 0.17531942831170144, + "FN": 124151, + "FP": 6485, + "IoU": 0.09608225737257996, + "TN": 143992728, + "TP": 13886, + "n_pred": 20371, + "n_ref": 138037 + }, + "3": { + "Dice": 0.5148535772485265, + "FN": 13383, + "FP": 289687, + "IoU": 0.3466685636926473, + "TN": 143673366, + "TP": 160814, + "n_pred": 450501, + "n_ref": 174197 + }, + "4": { + "Dice": 0.8409473674080205, + "FN": 7479, + "FP": 9048, + "IoU": 0.7255471785844764, + "TN": 144077032, + "TP": 43691, + "n_pred": 52739, + "n_ref": 51170 + }, + "5": { + "Dice": 0.03916791033411507, + "FN": 31489, + "FP": 58, + "IoU": 0.019975147561354458, + "TN": 144105060, + "TP": 643, + "n_pred": 701, + "n_ref": 32132 + }, + "6": { + "Dice": 0.7517288725462601, + "FN": 230206, + "FP": 515129, + "IoU": 0.6022160218346624, + "TN": 142263532, + "TP": 1128383, + "n_pred": 1643512, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.44494766054337376, + "FN": 159756, + "FP": 63052, + "IoU": 0.28613034381778396, + "TN": 143825137, + "TP": 89305, + "n_pred": 152357, + "n_ref": 249061 + }, + "8": { + "Dice": 0.6455782743835445, + "FN": 81338, + "FP": 80923, + "IoU": 0.4766449490388337, + "TN": 143827210, + "TP": 147779, + "n_pred": 228702, + "n_ref": 229117 + }, + "9": { + "Dice": 0.5752110927414502, + "FN": 49056, + "FP": 18005, + "IoU": 0.40371671186591385, + "TN": 144024785, + "TP": 45404, + "n_pred": 63409, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.714822506679748, + "FN": 36236, + "FP": 105611, + "IoU": 0.556205279344728, + "TN": 111459297, + "TP": 177776, + "n_pred": 283387, + "n_ref": 214012 + }, + "10": { + "Dice": 0.26778915096672107, + "FN": 35171, + "FP": 24059, + "IoU": 0.15459385392729194, + "TN": 111708859, + "TP": 10831, + "n_pred": 34890, + "n_ref": 46002 + }, + "11": { + "Dice": 0.022407503908285567, + "FN": 3752, + "FP": 0, + "IoU": 0.011330698287220026, + "TN": 111775125, + "TP": 43, + "n_pred": 43, + "n_ref": 3795 + }, + "12": { + "Dice": 0.055978852433525114, + "FN": 4480, + "FP": 1591, + "IoU": 0.028795392737162053, + "TN": 111772669, + "TP": 180, + "n_pred": 1771, + "n_ref": 4660 + }, + "13": { + "Dice": 0.21625900941762466, + "FN": 46387, + "FP": 1132, + "IoU": 0.12123901987979657, + "TN": 111724845, + "TP": 6556, + "n_pred": 7688, + "n_ref": 52943 + }, + "14": { + "Dice": 0.682028081123245, + "FN": 4540, + "FP": 76988, + "IoU": 0.5174830141331881, + "TN": 111609956, + "TP": 87436, + "n_pred": 164424, + "n_ref": 91976 + }, + "15": { + "Dice": 0.2718959851407344, + "FN": 3120, + "FP": 37648, + "IoU": 0.1573377428689541, + "TN": 111730540, + "TP": 7612, + "n_pred": 45260, + "n_ref": 10732 + }, + "2": { + "Dice": 0.12005433629836224, + "FN": 193008, + "FP": 1973, + "IoU": 0.06386053523588212, + "TN": 111570638, + "TP": 13301, + "n_pred": 15274, + "n_ref": 206309 + }, + "3": { + "Dice": 0.22848073038276884, + "FN": 11185, + "FP": 341711, + "IoU": 0.12897445390596077, + "TN": 111373770, + "TP": 52254, + "n_pred": 393965, + "n_ref": 63439 + }, + "4": { + "Dice": 0.8171431725356, + "FN": 3874, + "FP": 2752, + "IoU": 0.6908217068732211, + "TN": 111757489, + "TP": 14805, + "n_pred": 17557, + "n_ref": 18679 + }, + "5": { + "Dice": 0.0, + "FN": 26416, + "FP": 0, + "IoU": 0.0, + "TN": 111752504, + "TP": 0, + "n_pred": 0, + "n_ref": 26416 + }, + "6": { + "Dice": 0.7388451418028384, + "FN": 475506, + "FP": 61232, + "IoU": 0.5858480717102639, + "TN": 110482927, + "TP": 759255, + "n_pred": 820487, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.04972330634356614, + "FN": 231990, + "FP": 12711, + "IoU": 0.025495513793144645, + "TN": 111527817, + "TP": 6402, + "n_pred": 19113, + "n_ref": 238392 + }, + "8": { + "Dice": 0.6623073848749944, + "FN": 128101, + "FP": 23989, + "IoU": 0.49511178979866216, + "TN": 111477685, + "TP": 149145, + "n_pred": 173134, + "n_ref": 277246 + }, + "9": { + "Dice": 0.5611228961181736, + "FN": 44100, + "FP": 12588, + "IoU": 0.3899727743282361, + "TN": 111685993, + "TP": 36239, + "n_pred": 48827, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.29162003657022645, + "FN": 117718, + "FP": 113952, + "IoU": 0.1706997522874039, + "TN": 198808519, + "TP": 47686, + "n_pred": 161638, + "n_ref": 165404 + }, + "10": { + "Dice": 0.2825437076155358, + "FN": 50982, + "FP": 10697, + "IoU": 0.16451289553532727, + "TN": 199014051, + "TP": 12145, + "n_pred": 22842, + "n_ref": 63127 + }, + "11": { + "Dice": 0.0, + "FN": 4435, + "FP": 0, + "IoU": 0.0, + "TN": 199083440, + "TP": 0, + "n_pred": 0, + "n_ref": 4435 + }, + "12": { + "Dice": 0.35407621804148576, + "FN": 2601, + "FP": 77, + "IoU": 0.21512309495896834, + "TN": 199084463, + "TP": 734, + "n_pred": 811, + "n_ref": 3335 + }, + "13": { + "Dice": 0.0, + "FN": 35594, + "FP": 0, + "IoU": 0.0, + "TN": 199052281, + "TP": 0, + "n_pred": 0, + "n_ref": 35594 + }, + "14": { + "Dice": 0.47589678472631625, + "FN": 15466, + "FP": 53876, + "IoU": 0.3122470840276125, + "TN": 198987051, + "TP": 31482, + "n_pred": 85358, + "n_ref": 46948 + }, + "15": { + "Dice": 0.5100333288894814, + "FN": 90744, + "FP": 1137, + "IoU": 0.3423119045403463, + "TN": 198948172, + "TP": 47822, + "n_pred": 48959, + "n_ref": 138566 + }, + "2": { + "Dice": 0.27014474804551436, + "FN": 108638, + "FP": 4510, + "IoU": 0.15616609987470914, + "TN": 198953787, + "TP": 20940, + "n_pred": 25450, + "n_ref": 129578 + }, + "3": { + "Dice": 0.4620267594648107, + "FN": 23322, + "FP": 245670, + "IoU": 0.30041274274969376, + "TN": 198703374, + "TP": 115509, + "n_pred": 361179, + "n_ref": 138831 + }, + "4": { + "Dice": 0.524349092459063, + "FN": 9739, + "FP": 3652, + "IoU": 0.35533410360100137, + "TN": 199067103, + "TP": 7381, + "n_pred": 11033, + "n_ref": 17120 + }, + "5": { + "Dice": 0.08740310999096486, + "FN": 19149, + "FP": 42, + "IoU": 0.04569865738438588, + "TN": 199067765, + "TP": 919, + "n_pred": 961, + "n_ref": 20068 + }, + "6": { + "Dice": 0.722668727733747, + "FN": 338745, + "FP": 287753, + "IoU": 0.565764530646448, + "TN": 197645114, + "TP": 816263, + "n_pred": 1104016, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.24248049680655925, + "FN": 134232, + "FP": 2876, + "IoU": 0.1379674571838141, + "TN": 198928823, + "TP": 21944, + "n_pred": 24820, + "n_ref": 156176 + }, + "8": { + "Dice": 0.7650754917195579, + "FN": 22102, + "FP": 37009, + "IoU": 0.6195321953605726, + "TN": 198932511, + "TP": 96253, + "n_pred": 133262, + "n_ref": 118355 + }, + "9": { + "Dice": 0.6968403178617021, + "FN": 46356, + "FP": 3277, + "IoU": 0.5347313360080993, + "TN": 198981199, + "TP": 57043, + "n_pred": 60320, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6942270644950179, + "FN": 33743, + "FP": 98949, + "IoU": 0.5316598664426593, + "TN": 130791868, + "TP": 150632, + "n_pred": 249581, + "n_ref": 184375 + }, + "10": { + "Dice": 0.3150371818836747, + "FN": 16908, + "FP": 269277, + "IoU": 0.18696981232847915, + "TN": 130723194, + "TP": 65813, + "n_pred": 335090, + "n_ref": 82721 + }, + "11": { + "Dice": 0.16985326811916407, + "FN": 3689, + "FP": 45, + "IoU": 0.09280855199222546, + "TN": 131071076, + "TP": 382, + "n_pred": 427, + "n_ref": 4071 + }, + "12": { + "Dice": 0.3869248534375555, + "FN": 1368, + "FP": 8985, + "IoU": 0.23986784140969164, + "TN": 131061572, + "TP": 3267, + "n_pred": 12252, + "n_ref": 4635 + }, + "13": { + "Dice": 0.18104765369225173, + "FN": 80204, + "FP": 9848, + "IoU": 0.0995340279583225, + "TN": 130975186, + "TP": 9954, + "n_pred": 19802, + "n_ref": 90158 + }, + "14": { + "Dice": 0.2828570021908771, + "FN": 10651, + "FP": 222409, + "IoU": 0.16472536215782269, + "TN": 130796170, + "TP": 45962, + "n_pred": 268371, + "n_ref": 56613 + }, + "15": { + "Dice": 0.561288855374819, + "FN": 4132, + "FP": 32521, + "IoU": 0.3901331114808652, + "TN": 131015092, + "TP": 23447, + "n_pred": 55968, + "n_ref": 27579 + }, + "2": { + "Dice": 0.4502278094511104, + "FN": 94197, + "FP": 67132, + "IoU": 0.29051225218569143, + "TN": 130847804, + "TP": 66059, + "n_pred": 133191, + "n_ref": 160256 + }, + "3": { + "Dice": 0.5139865253551475, + "FN": 31922, + "FP": 267160, + "IoU": 0.34588281608818316, + "TN": 130617962, + "TP": 158148, + "n_pred": 425308, + "n_ref": 190070 + }, + "4": { + "Dice": 0.3085048057019458, + "FN": 59294, + "FP": 2507, + "IoU": 0.18238586000238136, + "TN": 130999605, + "TP": 13786, + "n_pred": 16293, + "n_ref": 73080 + }, + "5": { + "Dice": 0.06755273747104011, + "FN": 14145, + "FP": 1149, + "IoU": 0.034957092377587075, + "TN": 131059344, + "TP": 554, + "n_pred": 1703, + "n_ref": 14699 + }, + "6": { + "Dice": 0.5741606043801593, + "FN": 418099, + "FP": 1139211, + "IoU": 0.40268252241028885, + "TN": 128468019, + "TP": 1049863, + "n_pred": 2189074, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.17383659642575736, + "FN": 671383, + "FP": 334138, + "IoU": 0.09519224626094093, + "TN": 129963883, + "TP": 105788, + "n_pred": 439926, + "n_ref": 777171 + }, + "8": { + "Dice": 0.7394994644074399, + "FN": 33263, + "FP": 33614, + "IoU": 0.5866712813888666, + "TN": 130913391, + "TP": 94924, + "n_pred": 128538, + "n_ref": 128187 + }, + "9": { + "Dice": 0.3132227950397102, + "FN": 40815, + "FP": 67623, + "IoU": 0.18569304477118784, + "TN": 130942026, + "TP": 24728, + "n_pred": 92351, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6396034316790916, + "FN": 33480, + "FP": 171688, + "IoU": 0.4701595450718702, + "TN": 101229974, + "TP": 182058, + "n_pred": 353746, + "n_ref": 215538 + }, + "10": { + "Dice": 0.34113573817062703, + "FN": 22767, + "FP": 66293, + "IoU": 0.20564415426879304, + "TN": 101505084, + "TP": 23056, + "n_pred": 89349, + "n_ref": 45823 + }, + "11": { + "Dice": 0.12052302444570778, + "FN": 4641, + "FP": 0, + "IoU": 0.06412583182093164, + "TN": 101612241, + "TP": 318, + "n_pred": 318, + "n_ref": 4959 + }, + "12": { + "Dice": 0.4832870627429206, + "FN": 3314, + "FP": 1339, + "IoU": 0.3186410894713721, + "TN": 101610371, + "TP": 2176, + "n_pred": 3515, + "n_ref": 5490 + }, + "13": { + "Dice": 0.4973813110403926, + "FN": 35155, + "FP": 15228, + "IoU": 0.33100966645421714, + "TN": 101541888, + "TP": 24929, + "n_pred": 40157, + "n_ref": 60084 + }, + "14": { + "Dice": 0.6867135511653014, + "FN": 5477, + "FP": 45886, + "IoU": 0.5228970052760645, + "TN": 101509544, + "TP": 56293, + "n_pred": 102179, + "n_ref": 61770 + }, + "15": { + "Dice": 0.5048237738107814, + "FN": 4591, + "FP": 51663, + "IoU": 0.33763496567721274, + "TN": 101532271, + "TP": 28675, + "n_pred": 80338, + "n_ref": 33266 + }, + "2": { + "Dice": 0.03955967775299241, + "FN": 168805, + "FP": 2988, + "IoU": 0.020178975765837187, + "TN": 101441869, + "TP": 3538, + "n_pred": 6526, + "n_ref": 172343 + }, + "3": { + "Dice": 0.5421371495939219, + "FN": 7427, + "FP": 272199, + "IoU": 0.3718711602006411, + "TN": 101172027, + "TP": 165547, + "n_pred": 437746, + "n_ref": 172974 + }, + "4": { + "Dice": 0.085693710993759, + "FN": 10858, + "FP": 103412, + "IoU": 0.04476489028213166, + "TN": 101497575, + "TP": 5355, + "n_pred": 108767, + "n_ref": 16213 + }, + "5": { + "Dice": 0.04299414301345176, + "FN": 29703, + "FP": 35, + "IoU": 0.021969348154969415, + "TN": 101586794, + "TP": 668, + "n_pred": 703, + "n_ref": 30371 + }, + "6": { + "Dice": 0.7085197349553061, + "FN": 489921, + "FP": 368888, + "IoU": 0.548610578211806, + "TN": 99714610, + "TP": 1043781, + "n_pred": 1412669, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.3795395036676469, + "FN": 318321, + "FP": 39730, + "IoU": 0.2342170663997502, + "TN": 101149638, + "TP": 109511, + "n_pred": 149241, + "n_ref": 427832 + }, + "8": { + "Dice": 0.6430707782005414, + "FN": 96058, + "FP": 54786, + "IoU": 0.473916227810135, + "TN": 101330470, + "TP": 135886, + "n_pred": 190672, + "n_ref": 231944 + }, + "9": { + "Dice": 0.5555507602894423, + "FN": 42380, + "FP": 19410, + "IoU": 0.38461078798502113, + "TN": 101516792, + "TP": 38618, + "n_pred": 58028, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5615121597418553, + "FN": 116751, + "FP": 31368, + "IoU": 0.3903489094778088, + "TN": 118939255, + "TP": 94838, + "n_pred": 126206, + "n_ref": 211589 + }, + "10": { + "Dice": 0.5322159605220895, + "FN": 35181, + "FP": 44920, + "IoU": 0.3625982748193653, + "TN": 119056544, + "TP": 45567, + "n_pred": 90487, + "n_ref": 80748 + }, + "11": { + "Dice": 0.0, + "FN": 4038, + "FP": 93, + "IoU": 0.0, + "TN": 119178081, + "TP": 0, + "n_pred": 93, + "n_ref": 4038 + }, + "12": { + "Dice": 0.012100026888948642, + "FN": 4090, + "FP": 3258, + "IoU": 0.006086838901663736, + "TN": 119174819, + "TP": 45, + "n_pred": 3303, + "n_ref": 4135 + }, + "13": { + "Dice": 0.19160537907748432, + "FN": 28138, + "FP": 13521, + "IoU": 0.10595330071250751, + "TN": 119135616, + "TP": 4937, + "n_pred": 18458, + "n_ref": 33075 + }, + "14": { + "Dice": 0.16150936718940082, + "FN": 54914, + "FP": 58813, + "IoU": 0.08784889316650625, + "TN": 119057532, + "TP": 10953, + "n_pred": 69766, + "n_ref": 65867 + }, + "15": { + "Dice": 0.48468329097449875, + "FN": 982, + "FP": 40989, + "IoU": 0.31985609878623866, + "TN": 119120503, + "TP": 19738, + "n_pred": 60727, + "n_ref": 20720 + }, + "2": { + "Dice": 0.5580000248505859, + "FN": 81215, + "FP": 96648, + "IoU": 0.3869625759131987, + "TN": 118892078, + "TP": 112271, + "n_pred": 208919, + "n_ref": 193486 + }, + "3": { + "Dice": 0.4001876678093964, + "FN": 110850, + "FP": 147398, + "IoU": 0.2501466326749865, + "TN": 118837814, + "TP": 86150, + "n_pred": 233548, + "n_ref": 197000 + }, + "4": { + "Dice": 0.06654713598188167, + "FN": 41574, + "FP": 7885, + "IoU": 0.034418804419975794, + "TN": 119130990, + "TP": 1763, + "n_pred": 9648, + "n_ref": 43337 + }, + "5": { + "Dice": 0.3431587422283848, + "FN": 13886, + "FP": 799, + "IoU": 0.20711624642297932, + "TN": 119163691, + "TP": 3836, + "n_pred": 4635, + "n_ref": 17722 + }, + "6": { + "Dice": 0.7197444788041301, + "FN": 577611, + "FP": 326766, + "IoU": 0.5621881467316979, + "TN": 117116537, + "TP": 1161298, + "n_pred": 1488064, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.24853128686678505, + "FN": 235058, + "FP": 143308, + "IoU": 0.1418987875736505, + "TN": 118741278, + "TP": 62568, + "n_pred": 205876, + "n_ref": 297626 + }, + "8": { + "Dice": 0.7585981899921048, + "FN": 24033, + "FP": 12964, + "IoU": 0.6110819106887562, + "TN": 119087084, + "TP": 58131, + "n_pred": 71095, + "n_ref": 82164 + }, + "9": { + "Dice": 0.4563229084663279, + "FN": 53640, + "FP": 22328, + "IoU": 0.2956077478697067, + "TN": 119074363, + "TP": 31881, + "n_pred": 54209, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 31614, + "IoU": 0.0, + "TN": 61300866, + "TP": 0, + "n_pred": 31614, + "n_ref": 0 + }, + "10": { + "Dice": 0.19394628273132947, + "FN": 29821, + "FP": 8473, + "IoU": 0.10738677420106757, + "TN": 61289579, + "TP": 4607, + "n_pred": 13080, + "n_ref": 34428 + }, + "11": { + "Dice": 0.0, + "FN": 3864, + "FP": 0, + "IoU": 0.0, + "TN": 61328616, + "TP": 0, + "n_pred": 0, + "n_ref": 3864 + }, + "12": { + "Dice": 0.1482889733840304, + "FN": 4421, + "FP": 507, + "IoU": 0.08008213552361396, + "TN": 61327123, + "TP": 429, + "n_pred": 936, + "n_ref": 4850 + }, + "13": { + "Dice": 0.1389853137516689, + "FN": 48532, + "FP": 3060, + "IoU": 0.07468254537628237, + "TN": 61276724, + "TP": 4164, + "n_pred": 7224, + "n_ref": 52696 + }, + "14": { + "Dice": 0.8651040106984776, + "FN": 59687, + "FP": 6081, + "IoU": 0.7622760313312152, + "TN": 61055823, + "TP": 210889, + "n_pred": 216970, + "n_ref": 270576 + }, + "15": { + "Dice": 0.3588960623509568, + "FN": 73546, + "FP": 14634, + "IoU": 0.21869185376831884, + "TN": 61219618, + "TP": 24682, + "n_pred": 39316, + "n_ref": 98228 + }, + "2": { + "Dice": 0.2667581731969054, + "FN": 128875, + "FP": 47411, + "IoU": 0.1539070711724813, + "TN": 61124127, + "TP": 32067, + "n_pred": 79478, + "n_ref": 160942 + }, + "3": { + "Dice": 0.5804883511866746, + "FN": 32755, + "FP": 105842, + "IoU": 0.4089352501417989, + "TN": 61097993, + "TP": 95890, + "n_pred": 201732, + "n_ref": 128645 + }, + "4": { + "Dice": 0.6101532983019933, + "FN": 21114, + "FP": 5817, + "IoU": 0.4390076240469941, + "TN": 61284474, + "TP": 21075, + "n_pred": 26892, + "n_ref": 42189 + }, + "5": { + "Dice": 0.349479331019249, + "FN": 6357, + "FP": 1889, + "IoU": 0.21173883949909186, + "TN": 61322019, + "TP": 2215, + "n_pred": 4104, + "n_ref": 8572 + }, + "6": { + "Dice": 0.7790534290777889, + "FN": 213075, + "FP": 350181, + "IoU": 0.6380733175648714, + "TN": 59776209, + "TP": 993015, + "n_pred": 1343196, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.17238739644624937, + "FN": 177654, + "FP": 77494, + "IoU": 0.09432381682586673, + "TN": 61050759, + "TP": 26573, + "n_pred": 104067, + "n_ref": 204227 + }, + "8": { + "Dice": 0.630938010909591, + "FN": 40920, + "FP": 7388, + "IoU": 0.46085423153759447, + "TN": 61242879, + "TP": 41293, + "n_pred": 48681, + "n_ref": 82213 + }, + "9": { + "Dice": 0.5396500689633796, + "FN": 28552, + "FP": 30858, + "IoU": 0.36953476526020884, + "TN": 61238248, + "TP": 34822, + "n_pred": 65680, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7991213810405053, + "FN": 35089, + "FP": 36335, + "IoU": 0.6654472553878149, + "TN": 148894009, + "TP": 142067, + "n_pred": 178402, + "n_ref": 177156 + }, + "10": { + "Dice": 0.4313896141572382, + "FN": 44549, + "FP": 29931, + "IoU": 0.2750138709080821, + "TN": 149004767, + "TP": 28253, + "n_pred": 58184, + "n_ref": 72802 + }, + "11": { + "Dice": 0.0, + "FN": 2604, + "FP": 0, + "IoU": 0.0, + "TN": 149104896, + "TP": 0, + "n_pred": 0, + "n_ref": 2604 + }, + "12": { + "Dice": 0.2700037921880925, + "FN": 1741, + "FP": 184, + "IoU": 0.15607189829022358, + "TN": 149105219, + "TP": 356, + "n_pred": 540, + "n_ref": 2097 + }, + "13": { + "Dice": 0.054859244029732725, + "FN": 81592, + "FP": 14026, + "IoU": 0.02820322583923653, + "TN": 149009107, + "TP": 2775, + "n_pred": 16801, + "n_ref": 84367 + }, + "14": { + "Dice": 0.6349291720324218, + "FN": 9249, + "FP": 87137, + "IoU": 0.4651254418627881, + "TN": 148927297, + "TP": 83817, + "n_pred": 170954, + "n_ref": 93066 + }, + "15": { + "Dice": 0.676169543387851, + "FN": 6664, + "FP": 23392, + "IoU": 0.5107674778220884, + "TN": 149046065, + "TP": 31379, + "n_pred": 54771, + "n_ref": 38043 + }, + "2": { + "Dice": 0.1541119093057775, + "FN": 142105, + "FP": 21450, + "IoU": 0.08348930256536699, + "TN": 148929046, + "TP": 14899, + "n_pred": 36349, + "n_ref": 157004 + }, + "3": { + "Dice": 0.10355281068518067, + "FN": 42665, + "FP": 258959, + "IoU": 0.05460358256672256, + "TN": 148788455, + "TP": 17421, + "n_pred": 276380, + "n_ref": 60086 + }, + "4": { + "Dice": 0.7864284234904257, + "FN": 4949, + "FP": 6394, + "IoU": 0.6480280510131257, + "TN": 149075273, + "TP": 20884, + "n_pred": 27278, + "n_ref": 25833 + }, + "5": { + "Dice": 0.0, + "FN": 33716, + "FP": 0, + "IoU": 0.0, + "TN": 149073784, + "TP": 0, + "n_pred": 0, + "n_ref": 33716 + }, + "6": { + "Dice": 0.7155654678549024, + "FN": 413678, + "FP": 136758, + "IoU": 0.557105442081082, + "TN": 147864685, + "TP": 692379, + "n_pred": 829137, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.010177442052310628, + "FN": 273560, + "FP": 32409, + "IoU": 0.005114748554668955, + "TN": 148799958, + "TP": 1573, + "n_pred": 33982, + "n_ref": 275133 + }, + "8": { + "Dice": 0.6655773079809857, + "FN": 101372, + "FP": 26950, + "IoU": 0.4987754719413164, + "TN": 148851483, + "TP": 127695, + "n_pred": 154645, + "n_ref": 229067 + }, + "9": { + "Dice": 0.4446899538063425, + "FN": 57500, + "FP": 17393, + "IoU": 0.2859172387490465, + "TN": 149002620, + "TP": 29987, + "n_pred": 47380, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.14863166827134908, + "FN": 469564, + "FP": 52146, + "IoU": 0.08028206258263552, + "TN": 100145550, + "TP": 45540, + "n_pred": 97686, + "n_ref": 515104 + }, + "10": { + "Dice": 0.2478883389679621, + "FN": 26776, + "FP": 44191, + "IoU": 0.1414797609542474, + "TN": 100630138, + "TP": 11695, + "n_pred": 55886, + "n_ref": 38471 + }, + "11": { + "Dice": 0.02608449106889708, + "FN": 3435, + "FP": 0, + "IoU": 0.013214593507612756, + "TN": 100709319, + "TP": 46, + "n_pred": 46, + "n_ref": 3481 + }, + "12": { + "Dice": 0.1091753774680604, + "FN": 5497, + "FP": 639, + "IoU": 0.05773955773955774, + "TN": 100706288, + "TP": 376, + "n_pred": 1015, + "n_ref": 5873 + }, + "13": { + "Dice": 0.0, + "FN": 39155, + "FP": 925, + "IoU": 0.0, + "TN": 100672720, + "TP": 0, + "n_pred": 925, + "n_ref": 39155 + }, + "14": { + "Dice": 0.5807639628671435, + "FN": 58490, + "FP": 79250, + "IoU": 0.4092088614381608, + "TN": 100479655, + "TP": 95405, + "n_pred": 174655, + "n_ref": 153895 + }, + "15": { + "Dice": 0.6245806118360392, + "FN": 30576, + "FP": 47191, + "IoU": 0.4541019395326309, + "TN": 100570343, + "TP": 64690, + "n_pred": 111881, + "n_ref": 95266 + }, + "2": { + "Dice": 0.10556444348033057, + "FN": 215637, + "FP": 81236, + "IoU": 0.05572342807705031, + "TN": 100398408, + "TP": 17519, + "n_pred": 98755, + "n_ref": 233156 + }, + "3": { + "Dice": 0.44581044952436216, + "FN": 116391, + "FP": 151011, + "IoU": 0.2868443230672399, + "TN": 100337844, + "TP": 107554, + "n_pred": 258565, + "n_ref": 223945 + }, + "4": { + "Dice": 0.05199038290868604, + "FN": 56041, + "FP": 2710, + "IoU": 0.026688976508399326, + "TN": 100652438, + "TP": 1611, + "n_pred": 4321, + "n_ref": 57652 + }, + "5": { + "Dice": 0.13326162947028772, + "FN": 15234, + "FP": 883, + "IoU": 0.07138741645540447, + "TN": 100695444, + "TP": 1239, + "n_pred": 2122, + "n_ref": 16473 + }, + "6": { + "Dice": 0.37965848315755113, + "FN": 1455876, + "FP": 577436, + "IoU": 0.234307693292578, + "TN": 98057279, + "TP": 622209, + "n_pred": 1199645, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.1981817730813117, + "FN": 140340, + "FP": 118256, + "IoU": 0.10998988139898264, + "TN": 100422246, + "TP": 31958, + "n_pred": 150214, + "n_ref": 172298 + }, + "8": { + "Dice": 0.5081648218406539, + "FN": 54031, + "FP": 46567, + "IoU": 0.3406306737367845, + "TN": 100560233, + "TP": 51969, + "n_pred": 98536, + "n_ref": 106000 + }, + "9": { + "Dice": 0.2661454814950844, + "FN": 81565, + "FP": 30328, + "IoU": 0.1534993153431228, + "TN": 100580617, + "TP": 20290, + "n_pred": 50618, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.47745123996116845, + "FN": 34554, + "FP": 60182, + "IoU": 0.3135868305124044, + "TN": 78812684, + "TP": 43280, + "n_pred": 103462, + "n_ref": 77834 + }, + "10": { + "Dice": 0.29362727667812416, + "FN": 31512, + "FP": 4246, + "IoU": 0.17207686964575133, + "TN": 78907510, + "TP": 7432, + "n_pred": 11678, + "n_ref": 38944 + }, + "11": { + "Dice": 0.0, + "FN": 1368, + "FP": 0, + "IoU": 0.0, + "TN": 78949332, + "TP": 0, + "n_pred": 0, + "n_ref": 1368 + }, + "12": { + "Dice": 0.3032640949554896, + "FN": 2049, + "FP": 299, + "IoU": 0.17873382301504023, + "TN": 78947841, + "TP": 511, + "n_pred": 810, + "n_ref": 2560 + }, + "13": { + "Dice": 0.00013362284950726574, + "FN": 59401, + "FP": 461, + "IoU": 6.681588881836101e-05, + "TN": 78890834, + "TP": 4, + "n_pred": 465, + "n_ref": 59405 + }, + "14": { + "Dice": 0.20900659200693752, + "FN": 11844, + "FP": 104909, + "IoU": 0.11669869418511401, + "TN": 78818522, + "TP": 15425, + "n_pred": 120334, + "n_ref": 27269 + }, + "15": { + "Dice": 0.8400127814870251, + "FN": 9171, + "FP": 9855, + "IoU": 0.7241569286977702, + "TN": 78881726, + "TP": 49948, + "n_pred": 59803, + "n_ref": 59119 + }, + "2": { + "Dice": 0.08063824631386657, + "FN": 95795, + "FP": 2847, + "IoU": 0.04201305259886567, + "TN": 78847732, + "TP": 4326, + "n_pred": 7173, + "n_ref": 100121 + }, + "3": { + "Dice": 0.4380191642856015, + "FN": 15309, + "FP": 162690, + "IoU": 0.28042544074189363, + "TN": 78703333, + "TP": 69368, + "n_pred": 232058, + "n_ref": 84677 + }, + "4": { + "Dice": 0.578473703376164, + "FN": 6008, + "FP": 10198, + "IoU": 0.4069384469003879, + "TN": 78923374, + "TP": 11120, + "n_pred": 21318, + "n_ref": 17128 + }, + "5": { + "Dice": 0.0, + "FN": 34798, + "FP": 0, + "IoU": 0.0, + "TN": 78915902, + "TP": 0, + "n_pred": 0, + "n_ref": 34798 + }, + "6": { + "Dice": 0.7017946764750691, + "FN": 304021, + "FP": 38520, + "IoU": 0.5405883520563084, + "TN": 78205092, + "TP": 403067, + "n_pred": 441587, + "n_ref": 707088 + }, + "7": { + "Dice": 0.014390967371543393, + "FN": 715849, + "FP": 5193, + "IoU": 0.007247633917384684, + "TN": 78224394, + "TP": 5264, + "n_pred": 10457, + "n_ref": 721113 + }, + "8": { + "Dice": 0.47360601895134696, + "FN": 224473, + "FP": 12568, + "IoU": 0.3102777034183359, + "TN": 78607024, + "TP": 106635, + "n_pred": 119203, + "n_ref": 331108 + }, + "9": { + "Dice": 0.00601477618426771, + "FN": 56875, + "FP": 304, + "IoU": 0.003016459757288325, + "TN": 78893348, + "TP": 173, + "n_pred": 477, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6636084680642582, + "FN": 19524, + "FP": 110932, + "IoU": 0.4965673997522508, + "TN": 104745307, + "TP": 128677, + "n_pred": 239609, + "n_ref": 148201 + }, + "10": { + "Dice": 0.3824340806574749, + "FN": 24367, + "FP": 178672, + "IoU": 0.2364256541785443, + "TN": 104738534, + "TP": 62867, + "n_pred": 241539, + "n_ref": 87234 + }, + "11": { + "Dice": 0.0, + "FN": 4331, + "FP": 0, + "IoU": 0.0, + "TN": 105000109, + "TP": 0, + "n_pred": 0, + "n_ref": 4331 + }, + "12": { + "Dice": 0.5248931730100368, + "FN": 2192, + "FP": 2589, + "IoU": 0.35583400700619777, + "TN": 104997018, + "TP": 2641, + "n_pred": 5230, + "n_ref": 4833 + }, + "13": { + "Dice": 0.17643720808415905, + "FN": 69734, + "FP": 5734, + "IoU": 0.09675411719647645, + "TN": 104920888, + "TP": 8084, + "n_pred": 13818, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9266336046059498, + "FN": 2163, + "FP": 8592, + "IoU": 0.8632966418384727, + "TN": 104925766, + "TP": 67919, + "n_pred": 76511, + "n_ref": 70082 + }, + "15": { + "Dice": 0.5729075048662677, + "FN": 4493, + "FP": 25128, + "IoU": 0.4014508567733592, + "TN": 104954952, + "TP": 19867, + "n_pred": 44995, + "n_ref": 24360 + }, + "2": { + "Dice": 0.01570823002479405, + "FN": 169277, + "FP": 15322, + "IoU": 0.007916290468205855, + "TN": 104818368, + "TP": 1473, + "n_pred": 16795, + "n_ref": 170750 + }, + "3": { + "Dice": 0.5517111865335146, + "FN": 12527, + "FP": 216636, + "IoU": 0.38094003171438684, + "TN": 104634261, + "TP": 141016, + "n_pred": 357652, + "n_ref": 153543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 39307, + "IoU": 0.0, + "TN": 104965133, + "TP": 0, + "n_pred": 39307, + "n_ref": 0 + }, + "5": { + "Dice": 0.006359821662732757, + "FN": 29983, + "FP": 327, + "IoU": 0.0031900549215641135, + "TN": 104974033, + "TP": 97, + "n_pred": 424, + "n_ref": 30080 + }, + "6": { + "Dice": 0.7270457512856724, + "FN": 144460, + "FP": 675036, + "IoU": 0.5711483755366559, + "TN": 103093532, + "TP": 1091412, + "n_pred": 1766448, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.4521617725815777, + "FN": 145240, + "FP": 60373, + "IoU": 0.2921246966071644, + "TN": 104713975, + "TP": 84852, + "n_pred": 145225, + "n_ref": 230092 + }, + "8": { + "Dice": 0.5679390656758699, + "FN": 191959, + "FP": 73116, + "IoU": 0.3965886171903099, + "TN": 104565146, + "TP": 174219, + "n_pred": 247335, + "n_ref": 366178 + }, + "9": { + "Dice": 0.5317080320500294, + "FN": 50022, + "FP": 26658, + "IoU": 0.3621269091272086, + "TN": 104884228, + "TP": 43532, + "n_pred": 70190, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.645022917602459, + "FN": 143844, + "FP": 158042, + "IoU": 0.4760397249384722, + "TN": 177100126, + "TP": 274276, + "n_pred": 432318, + "n_ref": 418120 + }, + "10": { + "Dice": 0.1834414459847765, + "FN": 38860, + "FP": 255827, + "IoU": 0.10098295239606087, + "TN": 177348500, + "TP": 33101, + "n_pred": 288928, + "n_ref": 71961 + }, + "11": { + "Dice": 0.029497299542999584, + "FN": 4672, + "FP": 0, + "IoU": 0.014969428631667722, + "TN": 177671545, + "TP": 71, + "n_pred": 71, + "n_ref": 4743 + }, + "12": { + "Dice": 0.4595331200379192, + "FN": 3259, + "FP": 1302, + "IoU": 0.29830769230769233, + "TN": 177669788, + "TP": 1939, + "n_pred": 3241, + "n_ref": 5198 + }, + "13": { + "Dice": 0.3022981678622013, + "FN": 60542, + "FP": 15811, + "IoU": 0.1780631687730101, + "TN": 177583394, + "TP": 16541, + "n_pred": 32352, + "n_ref": 77083 + }, + "14": { + "Dice": 0.8467588444397595, + "FN": 3950, + "FP": 22217, + "IoU": 0.7342426519875688, + "TN": 177577826, + "TP": 72295, + "n_pred": 94512, + "n_ref": 76245 + }, + "15": { + "Dice": 0.3479544044996685, + "FN": 6899, + "FP": 54079, + "IoU": 0.21062033968516986, + "TN": 177599040, + "TP": 16270, + "n_pred": 70349, + "n_ref": 23169 + }, + "2": { + "Dice": 0.1405290933865436, + "FN": 197710, + "FP": 6025, + "IoU": 0.07557477392452505, + "TN": 177455897, + "TP": 16656, + "n_pred": 22681, + "n_ref": 214366 + }, + "3": { + "Dice": 0.5725104466230433, + "FN": 21604, + "FP": 255331, + "IoU": 0.40106104123051367, + "TN": 177213912, + "TP": 185441, + "n_pred": 440772, + "n_ref": 207045 + }, + "4": { + "Dice": 0.3221020501005239, + "FN": 12484, + "FP": 79904, + "IoU": 0.1919676045374638, + "TN": 177561951, + "TP": 21949, + "n_pred": 101853, + "n_ref": 34433 + }, + "5": { + "Dice": 0.08819440246629995, + "FN": 29722, + "FP": 446, + "IoU": 0.04613146994656465, + "TN": 177644661, + "TP": 1459, + "n_pred": 1905, + "n_ref": 31181 + }, + "6": { + "Dice": 0.7319681461802418, + "FN": 467769, + "FP": 511974, + "IoU": 0.5772474437257205, + "TN": 175358755, + "TP": 1337790, + "n_pred": 1849764, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.3088052976362145, + "FN": 285740, + "FP": 83340, + "IoU": 0.18259594664327936, + "TN": 177224761, + "TP": 82447, + "n_pred": 165787, + "n_ref": 368187 + }, + "8": { + "Dice": 0.6827707241500345, + "FN": 58417, + "FP": 72632, + "IoU": 0.5183385585698166, + "TN": 177404211, + "TP": 141028, + "n_pred": 213660, + "n_ref": 199445 + }, + "9": { + "Dice": 0.5687659501256894, + "FN": 75718, + "FP": 14516, + "IoU": 0.39739548550821424, + "TN": 177526548, + "TP": 59506, + "n_pred": 74022, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7312341411252531, + "FN": 43116, + "FP": 62699, + "IoU": 0.5763349762372828, + "TN": 193755774, + "TP": 143946, + "n_pred": 206645, + "n_ref": 187062 + }, + "10": { + "Dice": 0.5953810062579503, + "FN": 40475, + "FP": 22824, + "IoU": 0.4238736688814053, + "TN": 193895665, + "TP": 46571, + "n_pred": 69395, + "n_ref": 87046 + }, + "11": { + "Dice": 0.0, + "FN": 3112, + "FP": 0, + "IoU": 0.0, + "TN": 194002423, + "TP": 0, + "n_pred": 0, + "n_ref": 3112 + }, + "12": { + "Dice": 0.21852419531421063, + "FN": 3451, + "FP": 118, + "IoU": 0.12266470009832842, + "TN": 194001467, + "TP": 499, + "n_pred": 617, + "n_ref": 3950 + }, + "13": { + "Dice": 0.14214955396628845, + "FN": 61252, + "FP": 6640, + "IoU": 0.07651291538011616, + "TN": 193932018, + "TP": 5625, + "n_pred": 12265, + "n_ref": 66877 + }, + "14": { + "Dice": 0.7763221633706848, + "FN": 2984, + "FP": 39035, + "IoU": 0.6344171154632537, + "TN": 193890598, + "TP": 72918, + "n_pred": 111953, + "n_ref": 75902 + }, + "15": { + "Dice": 0.4157272029938867, + "FN": 3081, + "FP": 47191, + "IoU": 0.26240885015478965, + "TN": 193937378, + "TP": 17885, + "n_pred": 65076, + "n_ref": 20966 + }, + "2": { + "Dice": 0.10121234010944453, + "FN": 131473, + "FP": 416, + "IoU": 0.05330366435775042, + "TN": 193866220, + "TP": 7426, + "n_pred": 7842, + "n_ref": 138899 + }, + "3": { + "Dice": 0.49838845338626653, + "FN": 23453, + "FP": 200188, + "IoU": 0.331902384814619, + "TN": 193670792, + "TP": 111102, + "n_pred": 311290, + "n_ref": 134555 + }, + "4": { + "Dice": 0.7101783926272555, + "FN": 3652, + "FP": 10531, + "IoU": 0.5506020278833967, + "TN": 193973975, + "TP": 17377, + "n_pred": 27908, + "n_ref": 21029 + }, + "5": { + "Dice": 0.03225457300573655, + "FN": 26823, + "FP": 0, + "IoU": 0.01639163916391639, + "TN": 193978265, + "TP": 447, + "n_pred": 447, + "n_ref": 27270 + }, + "6": { + "Dice": 0.7218558581834349, + "FN": 474357, + "FP": 227567, + "IoU": 0.5647687413076085, + "TN": 192392774, + "TP": 910837, + "n_pred": 1138404, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.1042007669306003, + "FN": 303956, + "FP": 5806, + "IoU": 0.054964030532860655, + "TN": 193677757, + "TP": 18016, + "n_pred": 23822, + "n_ref": 321972 + }, + "8": { + "Dice": 0.6013553450906541, + "FN": 132032, + "FP": 12973, + "IoU": 0.42995577395577395, + "TN": 193751160, + "TP": 109370, + "n_pred": 122343, + "n_ref": 241402 + }, + "9": { + "Dice": 0.44106829454406715, + "FN": 69516, + "FP": 3732, + "IoU": 0.2829298377859793, + "TN": 193903386, + "TP": 28901, + "n_pred": 32633, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.575303043766141, + "FN": 14098, + "FP": 134069, + "IoU": 0.40380730880968285, + "TN": 99407278, + "TP": 100355, + "n_pred": 234424, + "n_ref": 114453 + }, + "10": { + "Dice": 0.4224353385643708, + "FN": 42613, + "FP": 36883, + "IoU": 0.267776877164542, + "TN": 99547232, + "TP": 29072, + "n_pred": 65955, + "n_ref": 71685 + }, + "11": { + "Dice": 0.0, + "FN": 3642, + "FP": 0, + "IoU": 0.0, + "TN": 99652158, + "TP": 0, + "n_pred": 0, + "n_ref": 3642 + }, + "12": { + "Dice": 0.10110644792064098, + "FN": 3303, + "FP": 1409, + "IoU": 0.053244926662648184, + "TN": 99650823, + "TP": 265, + "n_pred": 1674, + "n_ref": 3568 + }, + "13": { + "Dice": 0.00335716506061548, + "FN": 45350, + "FP": 2743, + "IoU": 0.0016814049072113588, + "TN": 99607626, + "TP": 81, + "n_pred": 2824, + "n_ref": 45431 + }, + "14": { + "Dice": 0.43698124652479403, + "FN": 10916, + "FP": 100466, + "IoU": 0.2795751781948954, + "TN": 99501194, + "TP": 43224, + "n_pred": 143690, + "n_ref": 54140 + }, + "15": { + "Dice": 0.290741069841834, + "FN": 26495, + "FP": 29379, + "IoU": 0.17009773341651072, + "TN": 99588474, + "TP": 11452, + "n_pred": 40831, + "n_ref": 37947 + }, + "2": { + "Dice": 0.6245314164437252, + "FN": 37949, + "FP": 54399, + "IoU": 0.45404993171781427, + "TN": 99486649, + "TP": 76803, + "n_pred": 131202, + "n_ref": 114752 + }, + "3": { + "Dice": 0.4409803872517136, + "FN": 53298, + "FP": 125472, + "IoU": 0.2828574981647217, + "TN": 99406519, + "TP": 70511, + "n_pred": 195983, + "n_ref": 123809 + }, + "4": { + "Dice": 0.3638759728473034, + "FN": 11589, + "FP": 13994, + "IoU": 0.22240121580547112, + "TN": 99622900, + "TP": 7317, + "n_pred": 21311, + "n_ref": 18906 + }, + "5": { + "Dice": 0.08895458210158559, + "FN": 6635, + "FP": 145, + "IoU": 0.04654760230628604, + "TN": 99648689, + "TP": 331, + "n_pred": 476, + "n_ref": 6966 + }, + "6": { + "Dice": 0.8397784743338206, + "FN": 279771, + "FP": 130175, + "IoU": 0.7238087345876764, + "TN": 98171517, + "TP": 1074337, + "n_pred": 1204512, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.4897914989912406, + "FN": 99119, + "FP": 42246, + "IoU": 0.324320448907604, + "TN": 99446581, + "TP": 67854, + "n_pred": 110100, + "n_ref": 166973 + }, + "8": { + "Dice": 0.6980507951933319, + "FN": 26218, + "FP": 38410, + "IoU": 0.5361582407487153, + "TN": 99516468, + "TP": 74704, + "n_pred": 113114, + "n_ref": 100922 + }, + "9": { + "Dice": 0.5202018770024668, + "FN": 58840, + "FP": 8848, + "IoU": 0.35153570538981815, + "TN": 99551418, + "TP": 36694, + "n_pred": 45542, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6383871229117436, + "FN": 206616, + "FP": 65621, + "IoU": 0.4688462731616521, + "TN": 62570981, + "TP": 240302, + "n_pred": 305923, + "n_ref": 446918 + }, + "10": { + "Dice": 0.6735077489642474, + "FN": 18174, + "FP": 32892, + "IoU": 0.507735909077764, + "TN": 62979783, + "TP": 52671, + "n_pred": 85563, + "n_ref": 70845 + }, + "11": { + "Dice": 0.005625879043600563, + "FN": 3535, + "FP": 0, + "IoU": 0.0028208744710860366, + "TN": 63079975, + "TP": 10, + "n_pred": 10, + "n_ref": 3545 + }, + "12": { + "Dice": 0.630570035311922, + "FN": 1627, + "FP": 570, + "IoU": 0.46046168958742634, + "TN": 63079448, + "TP": 1875, + "n_pred": 2445, + "n_ref": 3502 + }, + "13": { + "Dice": 0.006028267687670563, + "FN": 45507, + "FP": 3299, + "IoU": 0.0030232463128651386, + "TN": 63034566, + "TP": 148, + "n_pred": 3447, + "n_ref": 45655 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 114, + "IoU": 0.0, + "TN": 63083406, + "TP": 0, + "n_pred": 114, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 11805, + "IoU": 0.0, + "TN": 63071715, + "TP": 0, + "n_pred": 11805, + "n_ref": 0 + }, + "2": { + "Dice": 0.04785767234988881, + "FN": 120744, + "FP": 7700, + "IoU": 0.02451546266480345, + "TN": 62951848, + "TP": 3228, + "n_pred": 10928, + "n_ref": 123972 + }, + "3": { + "Dice": 0.6063930154164691, + "FN": 8682, + "FP": 145682, + "IoU": 0.43512483944509295, + "TN": 62810249, + "TP": 118907, + "n_pred": 264589, + "n_ref": 127589 + }, + "4": { + "Dice": 0.0, + "FN": 18029, + "FP": 1429, + "IoU": 0.0, + "TN": 63064062, + "TP": 0, + "n_pred": 1429, + "n_ref": 18029 + }, + "5": { + "Dice": 0.00023559901048415596, + "FN": 16952, + "FP": 22, + "IoU": 0.000117813383600377, + "TN": 63066544, + "TP": 2, + "n_pred": 24, + "n_ref": 16954 + }, + "6": { + "Dice": 0.6148452641581307, + "FN": 542145, + "FP": 193935, + "IoU": 0.4438820070051163, + "TN": 61759916, + "TP": 587524, + "n_pred": 781459, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.20256013265988138, + "FN": 132715, + "FP": 55795, + "IoU": 0.11269369081015947, + "TN": 62871068, + "TP": 23942, + "n_pred": 79737, + "n_ref": 156657 + }, + "8": { + "Dice": 0.7440246922516169, + "FN": 40003, + "FP": 9508, + "IoU": 0.5923879933479328, + "TN": 62962054, + "TP": 71955, + "n_pred": 81463, + "n_ref": 111958 + }, + "9": { + "Dice": 0.6805937764606266, + "FN": 17168, + "FP": 6974, + "IoU": 0.5158333834707097, + "TN": 63033657, + "TP": 25721, + "n_pred": 32695, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6586203031746477, + "FN": 124446, + "FP": 70490, + "IoU": 0.4910021411039741, + "TN": 109225838, + "TP": 188044, + "n_pred": 258534, + "n_ref": 312490 + }, + "10": { + "Dice": 0.25106509605823735, + "FN": 53336, + "FP": 153042, + "IoU": 0.14355313939494543, + "TN": 109367848, + "TP": 34592, + "n_pred": 187634, + "n_ref": 87928 + }, + "11": { + "Dice": 0.0, + "FN": 4466, + "FP": 6, + "IoU": 0.0, + "TN": 109604346, + "TP": 0, + "n_pred": 6, + "n_ref": 4466 + }, + "12": { + "Dice": 0.3573870110140524, + "FN": 3140, + "FP": 244, + "IoU": 0.21757225433526012, + "TN": 109604493, + "TP": 941, + "n_pred": 1185, + "n_ref": 4081 + }, + "13": { + "Dice": 0.06920195543140117, + "FN": 76964, + "FP": 25663, + "IoU": 0.03584111534920426, + "TN": 109502376, + "TP": 3815, + "n_pred": 29478, + "n_ref": 80779 + }, + "14": { + "Dice": 0.3811995672964822, + "FN": 47053, + "FP": 114832, + "IoU": 0.23548274363866484, + "TN": 109397070, + "TP": 49863, + "n_pred": 164695, + "n_ref": 96916 + }, + "15": { + "Dice": 0.7341644892372776, + "FN": 29785, + "FP": 23628, + "IoU": 0.5799841156256634, + "TN": 109481649, + "TP": 73756, + "n_pred": 97384, + "n_ref": 103541 + }, + "2": { + "Dice": 0.5081126803111548, + "FN": 129962, + "FP": 32865, + "IoU": 0.34058381863392273, + "TN": 109361892, + "TP": 84099, + "n_pred": 116964, + "n_ref": 214061 + }, + "3": { + "Dice": 0.5142840261159857, + "FN": 71607, + "FP": 257213, + "IoU": 0.3461523165639292, + "TN": 109105918, + "TP": 174080, + "n_pred": 431293, + "n_ref": 245687 + }, + "4": { + "Dice": 0.29793308730845747, + "FN": 40481, + "FP": 5748, + "IoU": 0.17504193582925873, + "TN": 109552780, + "TP": 9809, + "n_pred": 15557, + "n_ref": 50290 + }, + "5": { + "Dice": 0.008116270290675727, + "FN": 10509, + "FP": 1, + "IoU": 0.0040746707097507814, + "TN": 109598265, + "TP": 43, + "n_pred": 44, + "n_ref": 10552 + }, + "6": { + "Dice": 0.642403623464779, + "FN": 342601, + "FP": 668133, + "IoU": 0.47319191076826855, + "TN": 107690218, + "TP": 907866, + "n_pred": 1575999, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.16733689229503065, + "FN": 1077397, + "FP": 122518, + "IoU": 0.09130804870328046, + "TN": 108288332, + "TP": 120571, + "n_pred": 243089, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.5834585128671383, + "FN": 30379, + "FP": 53919, + "IoU": 0.41188946329279946, + "TN": 109465481, + "TP": 59039, + "n_pred": 112958, + "n_ref": 89418 + }, + "9": { + "Dice": 0.306200329978967, + "FN": 30889, + "FP": 79285, + "IoU": 0.18077718126793868, + "TN": 109474332, + "TP": 24312, + "n_pred": 103597, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5893976819304579, + "FN": 10695, + "FP": 56296, + "IoU": 0.41783405172413796, + "TN": 66952280, + "TP": 48081, + "n_pred": 104377, + "n_ref": 58776 + }, + "10": { + "Dice": 0.2179887398727514, + "FN": 66890, + "FP": 18533, + "IoU": 0.12232736388948823, + "TN": 66970023, + "TP": 11906, + "n_pred": 30439, + "n_ref": 78796 + }, + "11": { + "Dice": 0.0, + "FN": 3126, + "FP": 0, + "IoU": 0.0, + "TN": 67064226, + "TP": 0, + "n_pred": 0, + "n_ref": 3126 + }, + "12": { + "Dice": 0.3622015378389316, + "FN": 2416, + "FP": 736, + "IoU": 0.22115147022485793, + "TN": 67063305, + "TP": 895, + "n_pred": 1631, + "n_ref": 3311 + }, + "13": { + "Dice": 0.0, + "FN": 38211, + "FP": 0, + "IoU": 0.0, + "TN": 67029141, + "TP": 0, + "n_pred": 0, + "n_ref": 38211 + }, + "14": { + "Dice": 0.7653356274045929, + "FN": 11422, + "FP": 27858, + "IoU": 0.6198734201714827, + "TN": 66964018, + "TP": 64054, + "n_pred": 91912, + "n_ref": 75476 + }, + "15": { + "Dice": 0.31912584389543974, + "FN": 14014, + "FP": 60012, + "IoU": 0.18985707093921683, + "TN": 66975978, + "TP": 17348, + "n_pred": 77360, + "n_ref": 31362 + }, + "2": { + "Dice": 0.2675112036416246, + "FN": 123295, + "FP": 1253, + "IoU": 0.15440861967126301, + "TN": 66920061, + "TP": 22743, + "n_pred": 23996, + "n_ref": 146038 + }, + "3": { + "Dice": 0.6470170774327033, + "FN": 9484, + "FP": 155149, + "IoU": 0.4782152580351738, + "TN": 66751833, + "TP": 150886, + "n_pred": 306035, + "n_ref": 160370 + }, + "4": { + "Dice": 0.0, + "FN": 13039, + "FP": 1443, + "IoU": 0.0, + "TN": 67052870, + "TP": 0, + "n_pred": 1443, + "n_ref": 13039 + }, + "5": { + "Dice": 0.0, + "FN": 8921, + "FP": 20, + "IoU": 0.0, + "TN": 67058411, + "TP": 0, + "n_pred": 20, + "n_ref": 8921 + }, + "6": { + "Dice": 0.7765873028157605, + "FN": 327286, + "FP": 105724, + "IoU": 0.6347713282714202, + "TN": 65881766, + "TP": 752576, + "n_pred": 858300, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.0010958076969308998, + "FN": 351414, + "FP": 5921, + "IoU": 0.000548204211662765, + "TN": 66709821, + "TP": 196, + "n_pred": 6117, + "n_ref": 351610 + }, + "8": { + "Dice": 0.8018281637544241, + "FN": 13784, + "FP": 21771, + "IoU": 0.6692096571614644, + "TN": 66959867, + "TP": 71930, + "n_pred": 93701, + "n_ref": 85714 + }, + "9": { + "Dice": 0.5467677662165153, + "FN": 47707, + "FP": 1427, + "IoU": 0.3762425258026431, + "TN": 66988581, + "TP": 29637, + "n_pred": 31064, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5224374146485992, + "FN": 103513, + "FP": 36718, + "IoU": 0.3535805656072095, + "TN": 74302345, + "TP": 76704, + "n_pred": 113422, + "n_ref": 180217 + }, + "10": { + "Dice": 0.19399494009260584, + "FN": 45989, + "FP": 38436, + "IoU": 0.10741660939895332, + "TN": 74424695, + "TP": 10160, + "n_pred": 48596, + "n_ref": 56149 + }, + "11": { + "Dice": 0.0, + "FN": 3387, + "FP": 1, + "IoU": 0.0, + "TN": 74515892, + "TP": 0, + "n_pred": 1, + "n_ref": 3387 + }, + "12": { + "Dice": 0.0, + "FN": 2201, + "FP": 88, + "IoU": 0.0, + "TN": 74516991, + "TP": 0, + "n_pred": 88, + "n_ref": 2201 + }, + "13": { + "Dice": 0.0, + "FN": 42890, + "FP": 978, + "IoU": 0.0, + "TN": 74475412, + "TP": 0, + "n_pred": 978, + "n_ref": 42890 + }, + "14": { + "Dice": 0.38009399237544367, + "FN": 8794, + "FP": 66656, + "IoU": 0.23463953500167375, + "TN": 74420699, + "TP": 23131, + "n_pred": 89787, + "n_ref": 31925 + }, + "15": { + "Dice": 0.4574228684802727, + "FN": 13183, + "FP": 27564, + "IoU": 0.2965316022996046, + "TN": 74461357, + "TP": 17176, + "n_pred": 44740, + "n_ref": 30359 + }, + "2": { + "Dice": 0.4033721945847416, + "FN": 103731, + "FP": 6246, + "IoU": 0.25264009133288934, + "TN": 74372126, + "TP": 37177, + "n_pred": 43423, + "n_ref": 140908 + }, + "3": { + "Dice": 0.46624490519227363, + "FN": 24090, + "FP": 277108, + "IoU": 0.3039891484440172, + "TN": 74086531, + "TP": 131551, + "n_pred": 408659, + "n_ref": 155641 + }, + "4": { + "Dice": 0.0, + "FN": 13278, + "FP": 1907, + "IoU": 0.0, + "TN": 74504095, + "TP": 0, + "n_pred": 1907, + "n_ref": 13278 + }, + "5": { + "Dice": 0.07606099577438913, + "FN": 9740, + "FP": 318, + "IoU": 0.03953399541634836, + "TN": 74508808, + "TP": 414, + "n_pred": 732, + "n_ref": 10154 + }, + "6": { + "Dice": 0.7069663450135115, + "FN": 665561, + "FP": 114002, + "IoU": 0.5467501501504993, + "TN": 72799339, + "TP": 940378, + "n_pred": 1054380, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.40792932675441596, + "FN": 122423, + "FP": 7530, + "IoU": 0.2562256397342048, + "TN": 74344559, + "TP": 44768, + "n_pred": 52298, + "n_ref": 167191 + }, + "8": { + "Dice": 0.8873674143627195, + "FN": 3140, + "FP": 12406, + "IoU": 0.7975385817542489, + "TN": 74442495, + "TP": 61239, + "n_pred": 73645, + "n_ref": 64379 + }, + "9": { + "Dice": 0.3775973784166232, + "FN": 67508, + "FP": 16062, + "IoU": 0.23273962541314727, + "TN": 74410360, + "TP": 25350, + "n_pred": 41412, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6836464125683982, + "FN": 90455, + "FP": 87672, + "IoU": 0.5193486150649631, + "TN": 65680585, + "TP": 192468, + "n_pred": 280140, + "n_ref": 282923 + }, + "10": { + "Dice": 0.34169322433143967, + "FN": 52708, + "FP": 66067, + "IoU": 0.20604946524064172, + "TN": 65901580, + "TP": 30825, + "n_pred": 96892, + "n_ref": 83533 + }, + "11": { + "Dice": 0.0, + "FN": 3637, + "FP": 0, + "IoU": 0.0, + "TN": 66047543, + "TP": 0, + "n_pred": 0, + "n_ref": 3637 + }, + "12": { + "Dice": 0.1420654911838791, + "FN": 2744, + "FP": 662, + "IoU": 0.07646420824295011, + "TN": 66047492, + "TP": 282, + "n_pred": 944, + "n_ref": 3026 + }, + "13": { + "Dice": 0.21598857435822316, + "FN": 41728, + "FP": 1090, + "IoU": 0.12106905328844733, + "TN": 66002464, + "TP": 5898, + "n_pred": 6988, + "n_ref": 47626 + }, + "14": { + "Dice": 0.6829033788677172, + "FN": 3978, + "FP": 46812, + "IoU": 0.518491481878253, + "TN": 65945699, + "TP": 54691, + "n_pred": 101503, + "n_ref": 58669 + }, + "15": { + "Dice": 0.641015132408575, + "FN": 4263, + "FP": 18511, + "IoU": 0.4716867330131997, + "TN": 66008073, + "TP": 20333, + "n_pred": 38844, + "n_ref": 24596 + }, + "2": { + "Dice": 0.5631877970957869, + "FN": 74758, + "FP": 32572, + "IoU": 0.3919703604670266, + "TN": 65874659, + "TP": 69191, + "n_pred": 101763, + "n_ref": 143949 + }, + "3": { + "Dice": 0.5086356433487764, + "FN": 51706, + "FP": 151397, + "IoU": 0.34105390884551495, + "TN": 65742956, + "TP": 105121, + "n_pred": 256518, + "n_ref": 156827 + }, + "4": { + "Dice": 0.7636999315953484, + "FN": 9432, + "FP": 3004, + "IoU": 0.6177302348456905, + "TN": 66018648, + "TP": 20096, + "n_pred": 23100, + "n_ref": 29528 + }, + "5": { + "Dice": 0.04467522288625453, + "FN": 9751, + "FP": 0, + "IoU": 0.02284798075959515, + "TN": 66041201, + "TP": 228, + "n_pred": 228, + "n_ref": 9979 + }, + "6": { + "Dice": 0.7071478358063685, + "FN": 178870, + "FP": 520685, + "IoU": 0.5469672831830898, + "TN": 64507020, + "TP": 844605, + "n_pred": 1365290, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.16819996512533425, + "FN": 884413, + "FP": 26700, + "IoU": 0.09182223055085963, + "TN": 65047948, + "TP": 92119, + "n_pred": 118819, + "n_ref": 976532 + }, + "8": { + "Dice": 0.7400831617164308, + "FN": 15354, + "FP": 30965, + "IoU": 0.5874063582836732, + "TN": 65938917, + "TP": 65944, + "n_pred": 96909, + "n_ref": 81298 + }, + "9": { + "Dice": 0.46505794234030523, + "FN": 43759, + "FP": 16805, + "IoU": 0.30298078029692715, + "TN": 65964290, + "TP": 26326, + "n_pred": 43131, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9102156525918252, + "FN": 13496, + "FP": 14153, + "IoU": 0.8352254781017765, + "TN": 113304741, + "TP": 140150, + "n_pred": 154303, + "n_ref": 153646 + }, + "10": { + "Dice": 0.5696269784720821, + "FN": 11413, + "FP": 93082, + "IoU": 0.39823666267391505, + "TN": 113298892, + "TP": 69153, + "n_pred": 162235, + "n_ref": 80566 + }, + "11": { + "Dice": 0.0, + "FN": 3230, + "FP": 0, + "IoU": 0.0, + "TN": 113469310, + "TP": 0, + "n_pred": 0, + "n_ref": 3230 + }, + "12": { + "Dice": 0.6053962900505903, + "FN": 2288, + "FP": 52, + "IoU": 0.43409915356711004, + "TN": 113468405, + "TP": 1795, + "n_pred": 1847, + "n_ref": 4083 + }, + "13": { + "Dice": 0.1589364231226414, + "FN": 69990, + "FP": 2889, + "IoU": 0.08632859023381183, + "TN": 113392775, + "TP": 6886, + "n_pred": 9775, + "n_ref": 76876 + }, + "14": { + "Dice": 0.8536051560238643, + "FN": 58638, + "FP": 11663, + "IoU": 0.7445996120003778, + "TN": 113197282, + "TP": 204957, + "n_pred": 216620, + "n_ref": 263595 + }, + "15": { + "Dice": 0.562558687141557, + "FN": 2412, + "FP": 27869, + "IoU": 0.3913611513105001, + "TN": 113422788, + "TP": 19471, + "n_pred": 47340, + "n_ref": 21883 + }, + "2": { + "Dice": 0.08175053414867753, + "FN": 121540, + "FP": 3094, + "IoU": 0.04261725891444286, + "TN": 113342358, + "TP": 5548, + "n_pred": 8642, + "n_ref": 127088 + }, + "3": { + "Dice": 0.46760983849109966, + "FN": 13161, + "FP": 230802, + "IoU": 0.3051506399849616, + "TN": 113121438, + "TP": 107139, + "n_pred": 337941, + "n_ref": 120300 + }, + "4": { + "Dice": 0.7368495077355837, + "FN": 10136, + "FP": 4832, + "IoU": 0.5833426121812716, + "TN": 113436616, + "TP": 20956, + "n_pred": 25788, + "n_ref": 31092 + }, + "5": { + "Dice": 0.0, + "FN": 32826, + "FP": 0, + "IoU": 0.0, + "TN": 113439714, + "TP": 0, + "n_pred": 0, + "n_ref": 32826 + }, + "6": { + "Dice": 0.8122107998729, + "FN": 314161, + "FP": 69396, + "IoU": 0.6838004586891252, + "TN": 112259518, + "TP": 829465, + "n_pred": 898861, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.12294849519701236, + "FN": 202633, + "FP": 16950, + "IoU": 0.06550086392537047, + "TN": 113237566, + "TP": 15391, + "n_pred": 32341, + "n_ref": 218024 + }, + "8": { + "Dice": 0.6061457458897969, + "FN": 108430, + "FP": 29508, + "IoU": 0.43487024852303735, + "TN": 113228458, + "TP": 106144, + "n_pred": 135652, + "n_ref": 214574 + }, + "9": { + "Dice": 0.35057868498066147, + "FN": 82400, + "FP": 5920, + "IoU": 0.2125464742018028, + "TN": 113360381, + "TP": 23839, + "n_pred": 29759, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.36986482515427566, + "FN": 51669, + "FP": 205653, + "IoU": 0.2268921196607389, + "TN": 74863887, + "TP": 75519, + "n_pred": 281172, + "n_ref": 127188 + }, + "10": { + "Dice": 0.3949546091095159, + "FN": 59725, + "FP": 63841, + "IoU": 0.2460706789671499, + "TN": 75032832, + "TP": 40330, + "n_pred": 104171, + "n_ref": 100055 + }, + "11": { + "Dice": 0.0, + "FN": 3544, + "FP": 0, + "IoU": 0.0, + "TN": 75193184, + "TP": 0, + "n_pred": 0, + "n_ref": 3544 + }, + "12": { + "Dice": 0.306, + "FN": 2494, + "FP": 282, + "IoU": 0.1806375442739079, + "TN": 75193340, + "TP": 612, + "n_pred": 894, + "n_ref": 3106 + }, + "13": { + "Dice": 0.18354959916029026, + "FN": 49227, + "FP": 4444, + "IoU": 0.10104850596274957, + "TN": 75137024, + "TP": 6033, + "n_pred": 10477, + "n_ref": 55260 + }, + "14": { + "Dice": 0.911110087800086, + "FN": 14342, + "FP": 8822, + "IoU": 0.8367329677610341, + "TN": 75054850, + "TP": 118714, + "n_pred": 127536, + "n_ref": 133056 + }, + "15": { + "Dice": 0.31120683201557126, + "FN": 46791, + "FP": 72820, + "IoU": 0.1842776474439413, + "TN": 75050096, + "TP": 27021, + "n_pred": 99841, + "n_ref": 73812 + }, + "2": { + "Dice": 0.136473706701679, + "FN": 135294, + "FP": 4137, + "IoU": 0.07323411920318514, + "TN": 75046279, + "TP": 11018, + "n_pred": 15155, + "n_ref": 146312 + }, + "3": { + "Dice": 0.4561733603971385, + "FN": 27504, + "FP": 258638, + "IoU": 0.2954822443758879, + "TN": 74790575, + "TP": 120011, + "n_pred": 378649, + "n_ref": 147515 + }, + "4": { + "Dice": 0.6983029092983457, + "FN": 5377, + "FP": 11547, + "IoU": 0.5364557655436867, + "TN": 75160218, + "TP": 19586, + "n_pred": 31133, + "n_ref": 24963 + }, + "5": { + "Dice": 0.0, + "FN": 7701, + "FP": 0, + "IoU": 0.0, + "TN": 75189027, + "TP": 0, + "n_pred": 0, + "n_ref": 7701 + }, + "6": { + "Dice": 0.8160554964314715, + "FN": 201799, + "FP": 273690, + "IoU": 0.6892683685525779, + "TN": 73666504, + "TP": 1054735, + "n_pred": 1328425, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.3172761229294992, + "FN": 113208, + "FP": 52939, + "IoU": 0.18854912992727824, + "TN": 74991975, + "TP": 38606, + "n_pred": 91545, + "n_ref": 151814 + }, + "8": { + "Dice": 0.7324970920179823, + "FN": 26489, + "FP": 16056, + "IoU": 0.5779056500818494, + "TN": 75095933, + "TP": 58250, + "n_pred": 74306, + "n_ref": 84739 + }, + "9": { + "Dice": 0.644227486857377, + "FN": 30053, + "FP": 22057, + "IoU": 0.47517373350790615, + "TN": 75097438, + "TP": 47180, + "n_pred": 69237, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7983439508334075, + "FN": 45290, + "FP": 40874, + "IoU": 0.6643697681937341, + "TN": 86671149, + "TP": 170559, + "n_pred": 211433, + "n_ref": 215849 + }, + "10": { + "Dice": 0.45107511913924964, + "FN": 41284, + "FP": 25754, + "IoU": 0.2912182021949208, + "TN": 86833290, + "TP": 27544, + "n_pred": 53298, + "n_ref": 68828 + }, + "11": { + "Dice": 0.0, + "FN": 2590, + "FP": 0, + "IoU": 0.0, + "TN": 86925282, + "TP": 0, + "n_pred": 0, + "n_ref": 2590 + }, + "12": { + "Dice": 0.4842482550462177, + "FN": 2348, + "FP": 3120, + "IoU": 0.319477286869944, + "TN": 86919837, + "TP": 2567, + "n_pred": 5687, + "n_ref": 4915 + }, + "13": { + "Dice": 0.1250767454996439, + "FN": 50268, + "FP": 20984, + "IoU": 0.06671032811579017, + "TN": 86851527, + "TP": 5093, + "n_pred": 26077, + "n_ref": 55361 + }, + "14": { + "Dice": 0.6164227577437206, + "FN": 13715, + "FP": 72858, + "IoU": 0.4455282574166112, + "TN": 86771736, + "TP": 69563, + "n_pred": 142421, + "n_ref": 83278 + }, + "15": { + "Dice": 0.6461791018984707, + "FN": 80386, + "FP": 9706, + "IoU": 0.47730028603090063, + "TN": 86755513, + "TP": 82267, + "n_pred": 91973, + "n_ref": 162653 + }, + "2": { + "Dice": 0.674474969162197, + "FN": 38646, + "FP": 43955, + "IoU": 0.5088360864342883, + "TN": 86759698, + "TP": 85573, + "n_pred": 129528, + "n_ref": 124219 + }, + "3": { + "Dice": 0.5177497304496733, + "FN": 68309, + "FP": 121782, + "IoU": 0.349299805225702, + "TN": 86635739, + "TP": 102042, + "n_pred": 223824, + "n_ref": 170351 + }, + "4": { + "Dice": 0.3866584917228694, + "FN": 8639, + "FP": 16370, + "IoU": 0.2396631399732458, + "TN": 86894980, + "TP": 7883, + "n_pred": 24253, + "n_ref": 16522 + }, + "5": { + "Dice": 0.0027782601146032295, + "FN": 5465, + "FP": 278, + "IoU": 0.0013910624239262736, + "TN": 86922121, + "TP": 8, + "n_pred": 286, + "n_ref": 5473 + }, + "6": { + "Dice": 0.7540134491199618, + "FN": 236534, + "FP": 375345, + "IoU": 0.6051537623639706, + "TN": 85378208, + "TP": 937785, + "n_pred": 1313130, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.18647835382282124, + "FN": 911255, + "FP": 65538, + "IoU": 0.10282664903168327, + "TN": 85839127, + "TP": 111952, + "n_pred": 177490, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.7526335129838314, + "FN": 17521, + "FP": 6713, + "IoU": 0.603378013453135, + "TN": 86866771, + "TP": 36867, + "n_pred": 43580, + "n_ref": 54388 + }, + "9": { + "Dice": 0.4803622386057775, + "FN": 24079, + "FP": 33646, + "IoU": 0.31610312063123475, + "TN": 86843466, + "TP": 26681, + "n_pred": 60327, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3437932512373096, + "FN": 25494, + "FP": 214887, + "IoU": 0.20757870446678753, + "TN": 37446250, + "TP": 62969, + "n_pred": 277856, + "n_ref": 88463 + }, + "10": { + "Dice": 0.17620233085854023, + "FN": 51246, + "FP": 23540, + "IoU": 0.09661287205257055, + "TN": 37666816, + "TP": 7998, + "n_pred": 31538, + "n_ref": 59244 + }, + "11": { + "Dice": 0.0, + "FN": 2588, + "FP": 0, + "IoU": 0.0, + "TN": 37747012, + "TP": 0, + "n_pred": 0, + "n_ref": 2588 + }, + "12": { + "Dice": 0.0, + "FN": 2917, + "FP": 97, + "IoU": 0.0, + "TN": 37746586, + "TP": 0, + "n_pred": 97, + "n_ref": 2917 + }, + "13": { + "Dice": 0.000488162069807176, + "FN": 44874, + "FP": 171, + "IoU": 0.000244140625, + "TN": 37704544, + "TP": 11, + "n_pred": 182, + "n_ref": 44885 + }, + "14": { + "Dice": 0.29606821128609184, + "FN": 25948, + "FP": 327487, + "IoU": 0.1737559057511087, + "TN": 37321839, + "TP": 74326, + "n_pred": 401813, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 33403, + "IoU": 0.0, + "TN": 37716197, + "TP": 0, + "n_pred": 33403, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 100232, + "FP": 35, + "IoU": 0.0, + "TN": 37649333, + "TP": 0, + "n_pred": 35, + "n_ref": 100232 + }, + "3": { + "Dice": 0.42844392216113375, + "FN": 12135, + "FP": 192142, + "IoU": 0.2726240114513194, + "TN": 37468759, + "TP": 76564, + "n_pred": 268706, + "n_ref": 88699 + }, + "4": { + "Dice": 0.0, + "FN": 11694, + "FP": 1793, + "IoU": 0.0, + "TN": 37736113, + "TP": 0, + "n_pred": 1793, + "n_ref": 11694 + }, + "5": { + "Dice": 0.0, + "FN": 10049, + "FP": 238, + "IoU": 0.0, + "TN": 37739313, + "TP": 0, + "n_pred": 238, + "n_ref": 10049 + }, + "6": { + "Dice": 0.6286883623752162, + "FN": 354956, + "FP": 102846, + "IoU": 0.45845768760786737, + "TN": 36904233, + "TP": 387565, + "n_pred": 490411, + "n_ref": 742521 + }, + "7": { + "Dice": 0.07915273441503935, + "FN": 331003, + "FP": 1398, + "IoU": 0.04120719842393859, + "TN": 37402913, + "TP": 14286, + "n_pred": 15684, + "n_ref": 345289 + }, + "8": { + "Dice": 0.7928103600555166, + "FN": 8968, + "FP": 27158, + "IoU": 0.6567405267758732, + "TN": 37644356, + "TP": 69118, + "n_pred": 96276, + "n_ref": 78086 + }, + "9": { + "Dice": 0.6005100809202447, + "FN": 26163, + "FP": 11900, + "IoU": 0.42909210901291417, + "TN": 37682929, + "TP": 28608, + "n_pred": 40508, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6641575251296645, + "FN": 31620, + "FP": 136671, + "IoU": 0.4971825178669599, + "TN": 75571992, + "TP": 166405, + "n_pred": 303076, + "n_ref": 198025 + }, + "10": { + "Dice": 0.5093864757718027, + "FN": 37403, + "FP": 110359, + "IoU": 0.3417294070477124, + "TN": 75682218, + "TP": 76708, + "n_pred": 187067, + "n_ref": 114111 + }, + "11": { + "Dice": 0.10806100217864924, + "FN": 4094, + "FP": 0, + "IoU": 0.05711653615845232, + "TN": 75902346, + "TP": 248, + "n_pred": 248, + "n_ref": 4342 + }, + "12": { + "Dice": 0.47144006436041835, + "FN": 3119, + "FP": 166, + "IoU": 0.30842105263157893, + "TN": 75901938, + "TP": 1465, + "n_pred": 1631, + "n_ref": 4584 + }, + "13": { + "Dice": 0.06881948120698782, + "FN": 40006, + "FP": 451, + "IoU": 0.0356359649122807, + "TN": 75864736, + "TP": 1495, + "n_pred": 1946, + "n_ref": 41501 + }, + "14": { + "Dice": 0.8184495117916477, + "FN": 14586, + "FP": 33813, + "IoU": 0.6926911037315944, + "TN": 75749195, + "TP": 109094, + "n_pred": 142907, + "n_ref": 123680 + }, + "15": { + "Dice": 0.5030183993368121, + "FN": 114151, + "FP": 30330, + "IoU": 0.33602176480590445, + "TN": 75689089, + "TP": 73118, + "n_pred": 103448, + "n_ref": 187269 + }, + "2": { + "Dice": 0.5508395225584757, + "FN": 101822, + "FP": 46405, + "IoU": 0.3801094020525431, + "TN": 75667570, + "TP": 90891, + "n_pred": 137296, + "n_ref": 192713 + }, + "3": { + "Dice": 0.4272636554009366, + "FN": 123002, + "FP": 220787, + "IoU": 0.27166896528347134, + "TN": 75434665, + "TP": 128234, + "n_pred": 349021, + "n_ref": 251236 + }, + "4": { + "Dice": 0.6925936363514366, + "FN": 4372, + "FP": 18535, + "IoU": 0.529746263754311, + "TN": 75857976, + "TP": 25805, + "n_pred": 44340, + "n_ref": 30177 + }, + "5": { + "Dice": 0.5435352461919943, + "FN": 5793, + "FP": 650, + "IoU": 0.37318805331257904, + "TN": 75896409, + "TP": 3836, + "n_pred": 4486, + "n_ref": 9629 + }, + "6": { + "Dice": 0.776958563221856, + "FN": 411882, + "FP": 331667, + "IoU": 0.6352675713658538, + "TN": 73868073, + "TP": 1295066, + "n_pred": 1626733, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.5474464214614562, + "FN": 158926, + "FP": 30889, + "IoU": 0.37688552735676556, + "TN": 75602065, + "TP": 114808, + "n_pred": 145697, + "n_ref": 273734 + }, + "8": { + "Dice": 0.8461868258133114, + "FN": 17734, + "FP": 9173, + "IoU": 0.7333828775267539, + "TN": 75805768, + "TP": 74013, + "n_pred": 83186, + "n_ref": 91747 + }, + "9": { + "Dice": 0.6397687161730594, + "FN": 30168, + "FP": 23411, + "IoU": 0.4703381871743923, + "TN": 75805531, + "TP": 47578, + "n_pred": 70989, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5624794456855785, + "FN": 20648, + "FP": 95095, + "IoU": 0.3912844543317398, + "TN": 61197607, + "TP": 74400, + "n_pred": 169495, + "n_ref": 95048 + }, + "10": { + "Dice": 0.6710420056650395, + "FN": 22380, + "FP": 32204, + "IoU": 0.5049384619570639, + "TN": 61277493, + "TP": 55673, + "n_pred": 87877, + "n_ref": 78053 + }, + "11": { + "Dice": 0.0142602495543672, + "FN": 3318, + "FP": 0, + "IoU": 0.00718132854578097, + "TN": 61384408, + "TP": 24, + "n_pred": 24, + "n_ref": 3342 + }, + "12": { + "Dice": 0.5875532821824382, + "FN": 1646, + "FP": 773, + "IoU": 0.4159826170931917, + "TN": 61383608, + "TP": 1723, + "n_pred": 2496, + "n_ref": 3369 + }, + "13": { + "Dice": 0.005409231080329609, + "FN": 39348, + "FP": 0, + "IoU": 0.002711950323152959, + "TN": 61348295, + "TP": 107, + "n_pred": 107, + "n_ref": 39455 + }, + "14": { + "Dice": 0.6760933118549013, + "FN": 4134, + "FP": 55585, + "IoU": 0.5106804867057233, + "TN": 61265705, + "TP": 62326, + "n_pred": 117911, + "n_ref": 66460 + }, + "15": { + "Dice": 0.5820129578548977, + "FN": 6439, + "FP": 45689, + "IoU": 0.41045012440624296, + "TN": 61299330, + "TP": 36292, + "n_pred": 81981, + "n_ref": 42731 + }, + "2": { + "Dice": 0.1809473124002129, + "FN": 119904, + "FP": 138, + "IoU": 0.0994733762434172, + "TN": 61254448, + "TP": 13260, + "n_pred": 13398, + "n_ref": 133164 + }, + "3": { + "Dice": 0.4900473174723135, + "FN": 8150, + "FP": 252983, + "IoU": 0.32454481729319223, + "TN": 61001147, + "TP": 125470, + "n_pred": 378453, + "n_ref": 133620 + }, + "4": { + "Dice": 0.23125870304760898, + "FN": 12416, + "FP": 31197, + "IoU": 0.1307476132581269, + "TN": 61337577, + "TP": 6560, + "n_pred": 37757, + "n_ref": 18976 + }, + "5": { + "Dice": 0.0, + "FN": 27695, + "FP": 0, + "IoU": 0.0, + "TN": 61360055, + "TP": 0, + "n_pred": 0, + "n_ref": 27695 + }, + "6": { + "Dice": 0.7873078802323683, + "FN": 288115, + "FP": 93648, + "IoU": 0.6492232178297879, + "TN": 60299414, + "TP": 706573, + "n_pred": 800221, + "n_ref": 994688 + }, + "7": { + "Dice": 0.023640597178468704, + "FN": 177546, + "FP": 36306, + "IoU": 0.011961689328731618, + "TN": 61171309, + "TP": 2589, + "n_pred": 38895, + "n_ref": 180135 + }, + "8": { + "Dice": 0.6156919132177843, + "FN": 115927, + "FP": 46844, + "IoU": 0.44476509174264983, + "TN": 61094593, + "TP": 130386, + "n_pred": 177230, + "n_ref": 246313 + }, + "9": { + "Dice": 0.6012447639701732, + "FN": 39240, + "FP": 14450, + "IoU": 0.4298427262204382, + "TN": 61293583, + "TP": 40477, + "n_pred": 54927, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7097338950672917, + "FN": 20926, + "FP": 113700, + "IoU": 0.5500678444190445, + "TN": 39449586, + "TP": 164588, + "n_pred": 278288, + "n_ref": 185514 + }, + "10": { + "Dice": 0.28573005136317026, + "FN": 20763, + "FP": 134570, + "IoU": 0.1666773961652772, + "TN": 39562398, + "TP": 31069, + "n_pred": 165639, + "n_ref": 51832 + }, + "11": { + "Dice": 0.0, + "FN": 3031, + "FP": 0, + "IoU": 0.0, + "TN": 39745769, + "TP": 0, + "n_pred": 0, + "n_ref": 3031 + }, + "12": { + "Dice": 0.5333546121927865, + "FN": 1789, + "FP": 1135, + "IoU": 0.36365614798694235, + "TN": 39744205, + "TP": 1671, + "n_pred": 2806, + "n_ref": 3460 + }, + "13": { + "Dice": 0.005780873048386362, + "FN": 43684, + "FP": 0, + "IoU": 0.002898815366003972, + "TN": 39704989, + "TP": 127, + "n_pred": 127, + "n_ref": 43811 + }, + "14": { + "Dice": 0.18245034314971495, + "FN": 13235, + "FP": 166881, + "IoU": 0.10038259062802801, + "TN": 39548586, + "TP": 20098, + "n_pred": 186979, + "n_ref": 33333 + }, + "15": { + "Dice": 0.7061963848779969, + "FN": 15206, + "FP": 15173, + "IoU": 0.545829658090269, + "TN": 39681911, + "TP": 36510, + "n_pred": 51683, + "n_ref": 51716 + }, + "2": { + "Dice": 0.27870670348546456, + "FN": 98620, + "FP": 899, + "IoU": 0.16191703299479562, + "TN": 39630054, + "TP": 19227, + "n_pred": 20126, + "n_ref": 117847 + }, + "3": { + "Dice": 0.5064681765712693, + "FN": 7035, + "FP": 240945, + "IoU": 0.3391077234688982, + "TN": 39373580, + "TP": 127240, + "n_pred": 368185, + "n_ref": 134275 + }, + "4": { + "Dice": 0.6657338463844885, + "FN": 10451, + "FP": 2927, + "IoU": 0.49895131086142325, + "TN": 39722100, + "TP": 13322, + "n_pred": 16249, + "n_ref": 23773 + }, + "5": { + "Dice": 0.18475236505286588, + "FN": 5860, + "FP": 0, + "IoU": 0.10177805027590435, + "TN": 39742276, + "TP": 664, + "n_pred": 664, + "n_ref": 6524 + }, + "6": { + "Dice": 0.8072874591557447, + "FN": 224952, + "FP": 110691, + "IoU": 0.6768499797816417, + "TN": 38710140, + "TP": 703017, + "n_pred": 813708, + "n_ref": 927969 + }, + "7": { + "Dice": 0.035705335161352145, + "FN": 718759, + "FP": 762, + "IoU": 0.018177178709735523, + "TN": 39015958, + "TP": 13321, + "n_pred": 14083, + "n_ref": 732080 + }, + "8": { + "Dice": 0.6453849404450683, + "FN": 4480, + "FP": 45031, + "IoU": 0.47643419869930737, + "TN": 39654235, + "TP": 45054, + "n_pred": 90085, + "n_ref": 49534 + }, + "9": { + "Dice": 0.34453107672359373, + "FN": 31532, + "FP": 6887, + "IoU": 0.20811690988539863, + "TN": 39700284, + "TP": 10097, + "n_pred": 16984, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5576030590330522, + "FN": 17117, + "FP": 109570, + "IoU": 0.3865808663315999, + "TN": 101190082, + "TP": 79839, + "n_pred": 189409, + "n_ref": 96956 + }, + "10": { + "Dice": 0.2980561089096806, + "FN": 40946, + "FP": 154266, + "IoU": 0.1751268713792535, + "TN": 101159951, + "TP": 41445, + "n_pred": 195711, + "n_ref": 82391 + }, + "11": { + "Dice": 0.0, + "FN": 5529, + "FP": 0, + "IoU": 0.0, + "TN": 101391079, + "TP": 0, + "n_pred": 0, + "n_ref": 5529 + }, + "12": { + "Dice": 0.4929163325314087, + "FN": 3381, + "FP": 413, + "IoU": 0.32706633557999293, + "TN": 101390970, + "TP": 1844, + "n_pred": 2257, + "n_ref": 5225 + }, + "13": { + "Dice": 0.061760147723150985, + "FN": 48072, + "FP": 8836, + "IoU": 0.03186403769925656, + "TN": 101337827, + "TP": 1873, + "n_pred": 10709, + "n_ref": 49945 + }, + "14": { + "Dice": 0.8636735391413679, + "FN": 34055, + "FP": 10617, + "IoU": 0.7600575793058256, + "TN": 101210430, + "TP": 141506, + "n_pred": 152123, + "n_ref": 175561 + }, + "15": { + "Dice": 0.6574717047395559, + "FN": 6281, + "FP": 15176, + "IoU": 0.48972651605231865, + "TN": 101354558, + "TP": 20593, + "n_pred": 35769, + "n_ref": 26874 + }, + "2": { + "Dice": 0.1716995933383227, + "FN": 162697, + "FP": 21025, + "IoU": 0.09391213430391983, + "TN": 101193844, + "TP": 19042, + "n_pred": 40067, + "n_ref": 181739 + }, + "3": { + "Dice": 0.44819644052389596, + "FN": 13835, + "FP": 363741, + "IoU": 0.28882292335713494, + "TN": 100865691, + "TP": 153341, + "n_pred": 517082, + "n_ref": 167176 + }, + "4": { + "Dice": 0.15421359552877562, + "FN": 3786, + "FP": 65977, + "IoU": 0.08354899307699382, + "TN": 101320485, + "TP": 6360, + "n_pred": 72337, + "n_ref": 10146 + }, + "5": { + "Dice": 0.02390356501667094, + "FN": 38050, + "FP": 8, + "IoU": 0.012096355518637733, + "TN": 101358084, + "TP": 466, + "n_pred": 474, + "n_ref": 38516 + }, + "6": { + "Dice": 0.6682491243828842, + "FN": 460915, + "FP": 898968, + "IoU": 0.5017823803368827, + "TN": 98667112, + "TP": 1369613, + "n_pred": 2268581, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.3686370702164309, + "FN": 346952, + "FP": 43772, + "IoU": 0.2259687672719997, + "TN": 100891817, + "TP": 114067, + "n_pred": 157839, + "n_ref": 461019 + }, + "8": { + "Dice": 0.6365783999153768, + "FN": 111287, + "FP": 53625, + "IoU": 0.4668976931829937, + "TN": 101087264, + "TP": 144432, + "n_pred": 198057, + "n_ref": 255719 + }, + "9": { + "Dice": 0.5735861933861214, + "FN": 41236, + "FP": 26241, + "IoU": 0.4021176679071416, + "TN": 101283748, + "TP": 45383, + "n_pred": 71624, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.39575931540839937, + "FN": 150884, + "FP": 50991, + "IoU": 0.24669572291089834, + "TN": 73615518, + "TP": 66111, + "n_pred": 117102, + "n_ref": 216995 + }, + "10": { + "Dice": 0.003002727557990779, + "FN": 75530, + "FP": 130993, + "IoU": 0.0015036212614947253, + "TN": 73676670, + "TP": 311, + "n_pred": 131304, + "n_ref": 75841 + }, + "11": { + "Dice": 0.042765724988294056, + "FN": 6122, + "FP": 11, + "IoU": 0.02185007974481659, + "TN": 73877234, + "TP": 137, + "n_pred": 148, + "n_ref": 6259 + }, + "12": { + "Dice": 0.015487068297971194, + "FN": 5491, + "FP": 866, + "IoU": 0.007803964413922272, + "TN": 73877097, + "TP": 50, + "n_pred": 916, + "n_ref": 5541 + }, + "13": { + "Dice": 0.0, + "FN": 61239, + "FP": 14492, + "IoU": 0.0, + "TN": 73807773, + "TP": 0, + "n_pred": 14492, + "n_ref": 61239 + }, + "14": { + "Dice": 0.6430443158385948, + "FN": 20529, + "FP": 68968, + "IoU": 0.4738874845688084, + "TN": 73713394, + "TP": 80613, + "n_pred": 149581, + "n_ref": 101142 + }, + "15": { + "Dice": 0.5662189209502597, + "FN": 119342, + "FP": 38219, + "IoU": 0.3949130932356352, + "TN": 73623110, + "TP": 102833, + "n_pred": 141052, + "n_ref": 222175 + }, + "2": { + "Dice": 0.25290386537503096, + "FN": 144619, + "FP": 129702, + "IoU": 0.14475669676260788, + "TN": 73562752, + "TP": 46431, + "n_pred": 176133, + "n_ref": 191050 + }, + "3": { + "Dice": 0.36554957379991027, + "FN": 106050, + "FP": 176788, + "IoU": 0.22365289759798418, + "TN": 73519185, + "TP": 81481, + "n_pred": 258269, + "n_ref": 187531 + }, + "4": { + "Dice": 0.0, + "FN": 47888, + "FP": 22186, + "IoU": 0.0, + "TN": 73813430, + "TP": 0, + "n_pred": 22186, + "n_ref": 47888 + }, + "5": { + "Dice": 0.047646346901076504, + "FN": 14754, + "FP": 197, + "IoU": 0.024404567699836868, + "TN": 73868179, + "TP": 374, + "n_pred": 571, + "n_ref": 15128 + }, + "6": { + "Dice": 0.38188358630223784, + "FN": 1038360, + "FP": 1107802, + "IoU": 0.23600501365012883, + "TN": 71074373, + "TP": 662969, + "n_pred": 1770771, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.1017201439006822, + "FN": 147109, + "FP": 303090, + "IoU": 0.05358543081719359, + "TN": 73407815, + "TP": 25490, + "n_pred": 328580, + "n_ref": 172599 + }, + "8": { + "Dice": 0.46411690702451436, + "FN": 46798, + "FP": 28597, + "IoU": 0.3021824441894043, + "TN": 73775460, + "TP": 32649, + "n_pred": 61246, + "n_ref": 79447 + }, + "9": { + "Dice": 0.5109072979428044, + "FN": 45366, + "FP": 40437, + "IoU": 0.3430997259183267, + "TN": 73752886, + "TP": 44815, + "n_pred": 85252, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6072491665094043, + "FN": 66674, + "FP": 89415, + "IoU": 0.4360070386656887, + "TN": 69219019, + "TP": 120668, + "n_pred": 210083, + "n_ref": 187342 + }, + "10": { + "Dice": 0.2571868372698032, + "FN": 32971, + "FP": 166328, + "IoU": 0.14756994195918752, + "TN": 69261975, + "TP": 34502, + "n_pred": 200830, + "n_ref": 67473 + }, + "11": { + "Dice": 0.27896568871208355, + "FN": 2900, + "FP": 0, + "IoU": 0.16209188095926033, + "TN": 69492315, + "TP": 561, + "n_pred": 561, + "n_ref": 3461 + }, + "12": { + "Dice": 0.5855785703161501, + "FN": 1272, + "FP": 1389, + "IoU": 0.4140057256110989, + "TN": 69491235, + "TP": 1880, + "n_pred": 3269, + "n_ref": 3152 + }, + "13": { + "Dice": 0.3676177721347259, + "FN": 56682, + "FP": 16035, + "IoU": 0.22520324336995087, + "TN": 69401923, + "TP": 21136, + "n_pred": 37171, + "n_ref": 77818 + }, + "14": { + "Dice": 0.8651896588913197, + "FN": 24684, + "FP": 14691, + "IoU": 0.762409036602585, + "TN": 69330050, + "TP": 126351, + "n_pred": 141042, + "n_ref": 151035 + }, + "15": { + "Dice": 0.6493152957132194, + "FN": 27448, + "FP": 44435, + "IoU": 0.4807304722208176, + "TN": 69357345, + "TP": 66548, + "n_pred": 110983, + "n_ref": 93996 + }, + "2": { + "Dice": 0.056203571993045674, + "FN": 145705, + "FP": 3580, + "IoU": 0.02891433031939114, + "TN": 69342046, + "TP": 4445, + "n_pred": 8025, + "n_ref": 150150 + }, + "3": { + "Dice": 0.6115924953767226, + "FN": 8535, + "FP": 199813, + "IoU": 0.44049927225268676, + "TN": 69123394, + "TP": 164034, + "n_pred": 363847, + "n_ref": 172569 + }, + "4": { + "Dice": 0.40902053455019555, + "FN": 17041, + "FP": 40979, + "IoU": 0.2570872493533765, + "TN": 69417678, + "TP": 20078, + "n_pred": 61057, + "n_ref": 37119 + }, + "5": { + "Dice": 0.18637374608506196, + "FN": 17040, + "FP": 885, + "IoU": 0.1027630393432776, + "TN": 69475798, + "TP": 2053, + "n_pred": 2938, + "n_ref": 19093 + }, + "6": { + "Dice": 0.7676837296027522, + "FN": 277928, + "FP": 431259, + "IoU": 0.6229599884738053, + "TN": 67614843, + "TP": 1171746, + "n_pred": 1603005, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.4015786061447288, + "FN": 220699, + "FP": 54363, + "IoU": 0.2512345040478666, + "TN": 69128422, + "TP": 92292, + "n_pred": 146655, + "n_ref": 312991 + }, + "8": { + "Dice": 0.5919225752011607, + "FN": 19940, + "FP": 74847, + "IoU": 0.42037644008512093, + "TN": 69332244, + "TP": 68745, + "n_pred": 143592, + "n_ref": 88685 + }, + "9": { + "Dice": 0.38991910897930976, + "FN": 56388, + "FP": 18655, + "IoU": 0.24217361447729843, + "TN": 69396752, + "TP": 23981, + "n_pred": 42636, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5459121582161871, + "FN": 57521, + "FP": 183517, + "IoU": 0.37543272320225535, + "TN": 50447624, + "TP": 144890, + "n_pred": 328407, + "n_ref": 202411 + }, + "10": { + "Dice": 0.4019065440358713, + "FN": 18923, + "FP": 150478, + "IoU": 0.2514912645039281, + "TN": 50607234, + "TP": 56917, + "n_pred": 207395, + "n_ref": 75840 + }, + "11": { + "Dice": 0.022320117474302497, + "FN": 6653, + "FP": 5, + "IoU": 0.011286011286011286, + "TN": 50826818, + "TP": 76, + "n_pred": 81, + "n_ref": 6729 + }, + "12": { + "Dice": 0.2960812772133527, + "FN": 4565, + "FP": 3680, + "IoU": 0.1737649063032368, + "TN": 50823573, + "TP": 1734, + "n_pred": 5414, + "n_ref": 6299 + }, + "13": { + "Dice": 0.22448918717375094, + "FN": 40737, + "FP": 11261, + "IoU": 0.1264363954035347, + "TN": 50774028, + "TP": 7526, + "n_pred": 18787, + "n_ref": 48263 + }, + "14": { + "Dice": 0.28804260524657416, + "FN": 27426, + "FP": 87810, + "IoU": 0.16825337250175032, + "TN": 50695005, + "TP": 23311, + "n_pred": 111121, + "n_ref": 50737 + }, + "15": { + "Dice": 0.3129518441367479, + "FN": 4108, + "FP": 130460, + "IoU": 0.18550261475886112, + "TN": 50668336, + "TP": 30648, + "n_pred": 161108, + "n_ref": 34756 + }, + "2": { + "Dice": 0.17536799577732534, + "FN": 189976, + "FP": 17809, + "IoU": 0.09611143253624733, + "TN": 50603673, + "TP": 22094, + "n_pred": 39903, + "n_ref": 212070 + }, + "3": { + "Dice": 0.5614145452407548, + "FN": 12153, + "FP": 286243, + "IoU": 0.39025456804351644, + "TN": 50344174, + "TP": 190982, + "n_pred": 477225, + "n_ref": 203135 + }, + "4": { + "Dice": 0.3655377142086088, + "FN": 4420, + "FP": 42600, + "IoU": 0.22364401882275242, + "TN": 50772987, + "TP": 13545, + "n_pred": 56145, + "n_ref": 17965 + }, + "5": { + "Dice": 0.3433509609183542, + "FN": 10182, + "FP": 0, + "IoU": 0.20725630644658985, + "TN": 50820708, + "TP": 2662, + "n_pred": 2662, + "n_ref": 12844 + }, + "6": { + "Dice": 0.7108717293296511, + "FN": 738552, + "FP": 447305, + "IoU": 0.5514359939992601, + "TN": 48189878, + "TP": 1457817, + "n_pred": 1905122, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.30653678199529727, + "FN": 159921, + "FP": 149745, + "IoU": 0.1810117744136596, + "TN": 50455444, + "TP": 68442, + "n_pred": 218187, + "n_ref": 228363 + }, + "8": { + "Dice": 0.7222153436284535, + "FN": 18345, + "FP": 46718, + "IoU": 0.5652089653974152, + "TN": 50683910, + "TP": 84579, + "n_pred": 131297, + "n_ref": 102924 + }, + "9": { + "Dice": 0.5057646216931517, + "FN": 70592, + "FP": 16430, + "IoU": 0.3384772098397543, + "TN": 50702004, + "TP": 44526, + "n_pred": 60956, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6784498900919971, + "FN": 45285, + "FP": 112699, + "IoU": 0.513374320811207, + "TN": 76560208, + "TP": 166668, + "n_pred": 279367, + "n_ref": 211953 + }, + "10": { + "Dice": 0.4507362740955043, + "FN": 37227, + "FP": 30361, + "IoU": 0.2909357952161141, + "TN": 76789540, + "TP": 27732, + "n_pred": 58093, + "n_ref": 64959 + }, + "11": { + "Dice": 0.013821700069108501, + "FN": 2854, + "FP": 0, + "IoU": 0.006958942240779402, + "TN": 76881986, + "TP": 20, + "n_pred": 20, + "n_ref": 2874 + }, + "12": { + "Dice": 0.19012605042016806, + "FN": 2247, + "FP": 837, + "IoU": 0.10504933255948927, + "TN": 76881414, + "TP": 362, + "n_pred": 1199, + "n_ref": 2609 + }, + "13": { + "Dice": 0.14927184466019416, + "FN": 38724, + "FP": 7542, + "IoU": 0.08065573770491803, + "TN": 76834535, + "TP": 4059, + "n_pred": 11601, + "n_ref": 42783 + }, + "14": { + "Dice": 0.7842853548062405, + "FN": 6707, + "FP": 34441, + "IoU": 0.6451228978007763, + "TN": 76768910, + "TP": 74802, + "n_pred": 109243, + "n_ref": 81509 + }, + "15": { + "Dice": 0.24652959307089073, + "FN": 24218, + "FP": 72343, + "IoU": 0.14059524021431496, + "TN": 76772502, + "TP": 15797, + "n_pred": 88140, + "n_ref": 40015 + }, + "2": { + "Dice": 0.6312051530736446, + "FN": 22220, + "FP": 73223, + "IoU": 0.4611393405600723, + "TN": 76707740, + "TP": 81677, + "n_pred": 154900, + "n_ref": 103897 + }, + "3": { + "Dice": 0.24466702930059003, + "FN": 62101, + "FP": 155910, + "IoU": 0.13938496762987526, + "TN": 76631540, + "TP": 35309, + "n_pred": 191219, + "n_ref": 97410 + }, + "4": { + "Dice": 0.7563411749244316, + "FN": 7617, + "FP": 3507, + "IoU": 0.6081580894008243, + "TN": 76856471, + "TP": 17265, + "n_pred": 20772, + "n_ref": 24882 + }, + "5": { + "Dice": 0.45743766122098023, + "FN": 10967, + "FP": 391, + "IoU": 0.29654403567447046, + "TN": 76868714, + "TP": 4788, + "n_pred": 5179, + "n_ref": 15755 + }, + "6": { + "Dice": 0.7988903503646781, + "FN": 170489, + "FP": 313124, + "IoU": 0.6651269104425523, + "TN": 75440692, + "TP": 960555, + "n_pred": 1273679, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.40808737925730454, + "FN": 103319, + "FP": 64461, + "IoU": 0.25635036366940434, + "TN": 76659243, + "TP": 57837, + "n_pred": 122298, + "n_ref": 161156 + }, + "8": { + "Dice": 0.7822264320497407, + "FN": 12892, + "FP": 22974, + "IoU": 0.6423414439569206, + "TN": 76784580, + "TP": 64414, + "n_pred": 87388, + "n_ref": 77306 + }, + "9": { + "Dice": 0.4867748548987901, + "FN": 58052, + "FP": 13042, + "IoU": 0.3216803900428398, + "TN": 76780051, + "TP": 33715, + "n_pred": 46757, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5099579320079097, + "FN": 50688, + "FP": 91311, + "IoU": 0.34224398287969465, + "TN": 130784048, + "TP": 73885, + "n_pred": 165196, + "n_ref": 124573 + }, + "10": { + "Dice": 0.3386664360460088, + "FN": 41899, + "FP": 19277, + "IoU": 0.2038521603331598, + "TN": 130923092, + "TP": 15664, + "n_pred": 34941, + "n_ref": 57563 + }, + "11": { + "Dice": 0.11887875717662952, + "FN": 5216, + "FP": 2, + "IoU": 0.06319569120287254, + "TN": 130994362, + "TP": 352, + "n_pred": 354, + "n_ref": 5568 + }, + "12": { + "Dice": 0.4917831092363125, + "FN": 4504, + "FP": 1279, + "IoU": 0.3260692227013169, + "TN": 130991351, + "TP": 2798, + "n_pred": 4077, + "n_ref": 7302 + }, + "13": { + "Dice": 0.02211441913356964, + "FN": 77503, + "FP": 3330, + "IoU": 0.011180838440554394, + "TN": 130918185, + "TP": 914, + "n_pred": 4244, + "n_ref": 78417 + }, + "14": { + "Dice": 0.08887051911628548, + "FN": 900004, + "FP": 45691, + "IoU": 0.046501568839381495, + "TN": 130008116, + "TP": 46121, + "n_pred": 91812, + "n_ref": 946125 + }, + "15": { + "Dice": 0.20247836163269167, + "FN": 12467, + "FP": 88705, + "IoU": 0.1126430732798316, + "TN": 130885917, + "TP": 12843, + "n_pred": 101548, + "n_ref": 25310 + }, + "2": { + "Dice": 0.41108863078645075, + "FN": 151093, + "FP": 43054, + "IoU": 0.2587234497478132, + "TN": 130738023, + "TP": 67762, + "n_pred": 110816, + "n_ref": 218855 + }, + "3": { + "Dice": 0.40394206201536587, + "FN": 169607, + "FP": 165160, + "IoU": 0.25308734250927595, + "TN": 130551731, + "TP": 113434, + "n_pred": 278594, + "n_ref": 283041 + }, + "4": { + "Dice": 0.0, + "FN": 2280, + "FP": 1787, + "IoU": 0.0, + "TN": 130995865, + "TP": 0, + "n_pred": 1787, + "n_ref": 2280 + }, + "5": { + "Dice": 0.25783724578905304, + "FN": 19364, + "FP": 5707, + "IoU": 0.14799836878950587, + "TN": 130970506, + "TP": 4355, + "n_pred": 10062, + "n_ref": 23719 + }, + "6": { + "Dice": 0.7021600606089592, + "FN": 460008, + "FP": 399374, + "IoU": 0.5410220777597734, + "TN": 129127550, + "TP": 1013000, + "n_pred": 1412374, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.024839832758374005, + "FN": 200942, + "FP": 44420, + "IoU": 0.012576110621481205, + "TN": 130751445, + "TP": 3125, + "n_pred": 47545, + "n_ref": 204067 + }, + "8": { + "Dice": 0.6263085313107253, + "FN": 66074, + "FP": 5464, + "IoU": 0.4559310045860047, + "TN": 130868445, + "TP": 59949, + "n_pred": 65413, + "n_ref": 126023 + }, + "9": { + "Dice": 0.3885023695317114, + "FN": 30248, + "FP": 54656, + "IoU": 0.24108156424581006, + "TN": 130888057, + "TP": 26971, + "n_pred": 81627, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.12023322348169341, + "FN": 52437, + "FP": 20442, + "IoU": 0.06396177705852887, + "TN": 74348839, + "TP": 4980, + "n_pred": 25422, + "n_ref": 57417 + }, + "10": { + "Dice": 0.0, + "FN": 78775, + "FP": 8, + "IoU": 0.0, + "TN": 74347915, + "TP": 0, + "n_pred": 8, + "n_ref": 78775 + }, + "11": { + "Dice": 0.0, + "FN": 2388, + "FP": 0, + "IoU": 0.0, + "TN": 74424310, + "TP": 0, + "n_pred": 0, + "n_ref": 2388 + }, + "12": { + "Dice": 0.20514469453376205, + "FN": 2138, + "FP": 334, + "IoU": 0.11429595127194554, + "TN": 74423907, + "TP": 319, + "n_pred": 653, + "n_ref": 2457 + }, + "13": { + "Dice": 0.00490390091803342, + "FN": 103073, + "FP": 10, + "IoU": 0.0024579772975797634, + "TN": 74323361, + "TP": 254, + "n_pred": 264, + "n_ref": 103327 + }, + "14": { + "Dice": 0.8335013542893929, + "FN": 33649, + "FP": 21183, + "IoU": 0.7145326377825675, + "TN": 74234620, + "TP": 137246, + "n_pred": 158429, + "n_ref": 170895 + }, + "15": { + "Dice": 0.25503784278012004, + "FN": 4645, + "FP": 98016, + "IoU": 0.1461566611773708, + "TN": 74306464, + "TP": 17573, + "n_pred": 115589, + "n_ref": 22218 + }, + "2": { + "Dice": 0.4522443144168638, + "FN": 62447, + "FP": 73948, + "IoU": 0.29219360563774965, + "TN": 74233997, + "TP": 56306, + "n_pred": 130254, + "n_ref": 118753 + }, + "3": { + "Dice": 0.25055970512462766, + "FN": 92582, + "FP": 138394, + "IoU": 0.1432227815139454, + "TN": 74157111, + "TP": 38611, + "n_pred": 177005, + "n_ref": 131193 + }, + "4": { + "Dice": 0.2025498191006719, + "FN": 26933, + "FP": 839, + "IoU": 0.11268730630371578, + "TN": 74395399, + "TP": 3527, + "n_pred": 4366, + "n_ref": 30460 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 290, + "IoU": 0.0, + "TN": 74426408, + "TP": 0, + "n_pred": 290, + "n_ref": 0 + }, + "6": { + "Dice": 0.7782288517985645, + "FN": 220371, + "FP": 159894, + "IoU": 0.6369677766120048, + "TN": 73379229, + "TP": 667204, + "n_pred": 827098, + "n_ref": 887575 + }, + "7": { + "Dice": 0.029660831987428523, + "FN": 147795, + "FP": 30041, + "IoU": 0.015053668154679487, + "TN": 74246144, + "TP": 2718, + "n_pred": 32759, + "n_ref": 150513 + }, + "8": { + "Dice": 0.6673146245740087, + "FN": 16112, + "FP": 10929, + "IoU": 0.50072930706597, + "TN": 74372537, + "TP": 27120, + "n_pred": 38049, + "n_ref": 43232 + }, + "9": { + "Dice": 0.37709193924796264, + "FN": 18664, + "FP": 31249, + "IoU": 0.2323557004660033, + "TN": 74361677, + "TP": 15108, + "n_pred": 46357, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6367767959474276, + "FN": 12058, + "FP": 134358, + "IoU": 0.4671111774318585, + "TN": 106371929, + "TP": 128343, + "n_pred": 262701, + "n_ref": 140401 + }, + "10": { + "Dice": 0.47803912750168653, + "FN": 19624, + "FP": 154463, + "IoU": 0.3140942294508404, + "TN": 106392882, + "TP": 79719, + "n_pred": 234182, + "n_ref": 99343 + }, + "11": { + "Dice": 0.008972441785943175, + "FN": 4630, + "FP": 9, + "IoU": 0.004506437768240343, + "TN": 106642028, + "TP": 21, + "n_pred": 30, + "n_ref": 4651 + }, + "12": { + "Dice": 0.5029718663320565, + "FN": 3566, + "FP": 197, + "IoU": 0.335980236456679, + "TN": 106641021, + "TP": 1904, + "n_pred": 2101, + "n_ref": 5470 + }, + "13": { + "Dice": 0.05957894736842105, + "FN": 39528, + "FP": 5142, + "IoU": 0.03070413366605186, + "TN": 106600603, + "TP": 1415, + "n_pred": 6557, + "n_ref": 40943 + }, + "14": { + "Dice": 0.7839807085455835, + "FN": 2307, + "FP": 35138, + "IoU": 0.6447107492907499, + "TN": 106541295, + "TP": 67948, + "n_pred": 103086, + "n_ref": 70255 + }, + "15": { + "Dice": 0.2009536568486149, + "FN": 10736, + "FP": 115113, + "IoU": 0.11170010023010574, + "TN": 106505014, + "TP": 15825, + "n_pred": 130938, + "n_ref": 26561 + }, + "2": { + "Dice": 0.40145966885665313, + "FN": 131281, + "FP": 33888, + "IoU": 0.2511414075924574, + "TN": 106426127, + "TP": 55392, + "n_pred": 89280, + "n_ref": 186673 + }, + "3": { + "Dice": 0.33241941779928935, + "FN": 42767, + "FP": 389910, + "IoU": 0.1993423414421116, + "TN": 106106286, + "TP": 107725, + "n_pred": 497635, + "n_ref": 150492 + }, + "4": { + "Dice": 0.6326386567108734, + "FN": 1568, + "FP": 8321, + "IoU": 0.46267115844381657, + "TN": 106628284, + "TP": 8515, + "n_pred": 16836, + "n_ref": 10083 + }, + "5": { + "Dice": 0.0, + "FN": 4442, + "FP": 0, + "IoU": 0.0, + "TN": 106642246, + "TP": 0, + "n_pred": 0, + "n_ref": 4442 + }, + "6": { + "Dice": 0.7901152384109545, + "FN": 389535, + "FP": 79616, + "IoU": 0.6530499957477176, + "TN": 105294473, + "TP": 883064, + "n_pred": 962680, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.49843556750447204, + "FN": 218559, + "FP": 19490, + "IoU": 0.33194417549974603, + "TN": 106290357, + "TP": 118282, + "n_pred": 137772, + "n_ref": 336841 + }, + "8": { + "Dice": 0.6776802028210333, + "FN": 17437, + "FP": 33544, + "IoU": 0.5124934257709778, + "TN": 106542113, + "TP": 53594, + "n_pred": 87138, + "n_ref": 71031 + }, + "9": { + "Dice": 0.46571912405378413, + "FN": 52907, + "FP": 20921, + "IoU": 0.3035422857412386, + "TN": 106540683, + "TP": 32177, + "n_pred": 53098, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6215078925221176, + "FN": 48771, + "FP": 80302, + "IoU": 0.45086068258979095, + "TN": 107891882, + "TP": 105973, + "n_pred": 186275, + "n_ref": 154744 + }, + "10": { + "Dice": 0.6010462170323161, + "FN": 31677, + "FP": 33988, + "IoU": 0.4296397953599875, + "TN": 108011799, + "TP": 49464, + "n_pred": 83452, + "n_ref": 81141 + }, + "11": { + "Dice": 0.10601808543810415, + "FN": 2867, + "FP": 0, + "IoU": 0.05597629239380968, + "TN": 108123891, + "TP": 170, + "n_pred": 170, + "n_ref": 3037 + }, + "12": { + "Dice": 0.5943883277216611, + "FN": 1326, + "FP": 2288, + "IoU": 0.422868093260939, + "TN": 108120666, + "TP": 2648, + "n_pred": 4936, + "n_ref": 3974 + }, + "13": { + "Dice": 0.14405727389675038, + "FN": 70983, + "FP": 5534, + "IoU": 0.07761946091904141, + "TN": 108043972, + "TP": 6439, + "n_pred": 11973, + "n_ref": 77422 + }, + "14": { + "Dice": 0.5990265628558655, + "FN": 4386, + "FP": 43149, + "IoU": 0.4275788155391248, + "TN": 108043886, + "TP": 35507, + "n_pred": 78656, + "n_ref": 39893 + }, + "15": { + "Dice": 0.4697399690823931, + "FN": 6872, + "FP": 39092, + "IoU": 0.30696741703481445, + "TN": 108060605, + "TP": 20359, + "n_pred": 59451, + "n_ref": 27231 + }, + "2": { + "Dice": 0.5950155938932847, + "FN": 84894, + "FP": 58724, + "IoU": 0.42350334374322623, + "TN": 107877806, + "TP": 105504, + "n_pred": 164228, + "n_ref": 190398 + }, + "3": { + "Dice": 0.502148038015755, + "FN": 77974, + "FP": 164458, + "IoU": 0.3352454386417106, + "TN": 107762234, + "TP": 122262, + "n_pred": 286720, + "n_ref": 200236 + }, + "4": { + "Dice": 0.6024640718117913, + "FN": 13040, + "FP": 13709, + "IoU": 0.43109022076651493, + "TN": 108079910, + "TP": 20269, + "n_pred": 33978, + "n_ref": 33309 + }, + "5": { + "Dice": 0.0, + "FN": 3877, + "FP": 175, + "IoU": 0.0, + "TN": 108122876, + "TP": 0, + "n_pred": 175, + "n_ref": 3877 + }, + "6": { + "Dice": 0.7373486603738615, + "FN": 522589, + "FP": 159054, + "IoU": 0.5839685408263099, + "TN": 106488487, + "TP": 956798, + "n_pred": 1115852, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.3447363958624365, + "FN": 170999, + "FP": 153595, + "IoU": 0.20826676488307938, + "TN": 107716949, + "TP": 85385, + "n_pred": 238980, + "n_ref": 256384 + }, + "8": { + "Dice": 0.6860862489829129, + "FN": 7335, + "FP": 25458, + "IoU": 0.5221699281644786, + "TN": 108058299, + "TP": 35836, + "n_pred": 61294, + "n_ref": 43171 + }, + "9": { + "Dice": 0.44819436958414527, + "FN": 34713, + "FP": 31832, + "IoU": 0.2888212033771508, + "TN": 108033358, + "TP": 27025, + "n_pred": 58857, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3953813416017455, + "FN": 58440, + "FP": 143577, + "IoU": 0.2464020591636513, + "TN": 62302090, + "TP": 66053, + "n_pred": 209630, + "n_ref": 124493 + }, + "10": { + "Dice": 0.3315345112716511, + "FN": 43910, + "FP": 17530, + "IoU": 0.1987062444571965, + "TN": 62493484, + "TP": 15236, + "n_pred": 32766, + "n_ref": 59146 + }, + "11": { + "Dice": 0.2099585062240664, + "FN": 1799, + "FP": 105, + "IoU": 0.11729253592953176, + "TN": 62568003, + "TP": 253, + "n_pred": 358, + "n_ref": 2052 + }, + "12": { + "Dice": 0.5338562091503268, + "FN": 2225, + "FP": 1341, + "IoU": 0.36412268188302427, + "TN": 62564552, + "TP": 2042, + "n_pred": 3383, + "n_ref": 4267 + }, + "13": { + "Dice": 0.1072624768561859, + "FN": 39131, + "FP": 3782, + "IoU": 0.05667055021872458, + "TN": 62524669, + "TP": 2578, + "n_pred": 6360, + "n_ref": 41709 + }, + "14": { + "Dice": 0.8297868844377988, + "FN": 101936, + "FP": 1654, + "IoU": 0.7090903984947625, + "TN": 62214070, + "TP": 252500, + "n_pred": 254154, + "n_ref": 354436 + }, + "15": { + "Dice": 0.28612646293888166, + "FN": 70216, + "FP": 35186, + "IoU": 0.16694724362774155, + "TN": 62443635, + "TP": 21123, + "n_pred": 56309, + "n_ref": 91339 + }, + "2": { + "Dice": 0.4661104594008895, + "FN": 103239, + "FP": 42854, + "IoU": 0.3038748534779335, + "TN": 62360294, + "TP": 63773, + "n_pred": 106627, + "n_ref": 167012 + }, + "3": { + "Dice": 0.3150106987217548, + "FN": 129871, + "FP": 175850, + "IoU": 0.18695115659356734, + "TN": 62194142, + "TP": 70297, + "n_pred": 246147, + "n_ref": 200168 + }, + "4": { + "Dice": 0.8849750224157807, + "FN": 2753, + "FP": 2635, + "IoU": 0.793681792073521, + "TN": 62544045, + "TP": 20727, + "n_pred": 23362, + "n_ref": 23480 + }, + "5": { + "Dice": 0.29254996971532404, + "FN": 6726, + "FP": 282, + "IoU": 0.17133735367151473, + "TN": 62561703, + "TP": 1449, + "n_pred": 1731, + "n_ref": 8175 + }, + "6": { + "Dice": 0.7536311746360804, + "FN": 377121, + "FP": 329281, + "IoU": 0.6046614447501383, + "TN": 60783332, + "TP": 1080426, + "n_pred": 1409707, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.3768699203685521, + "FN": 136923, + "FP": 29988, + "IoU": 0.2321871334268694, + "TN": 62352775, + "TP": 50474, + "n_pred": 80462, + "n_ref": 187397 + }, + "8": { + "Dice": 0.7057234957579164, + "FN": 24915, + "FP": 12788, + "IoU": 0.5452648591277499, + "TN": 62487248, + "TP": 45209, + "n_pred": 57997, + "n_ref": 70124 + }, + "9": { + "Dice": 0.4131738161306464, + "FN": 26889, + "FP": 37612, + "IoU": 0.26037748830382534, + "TN": 62482952, + "TP": 22707, + "n_pred": 60319, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5284042302977069, + "FN": 153775, + "FP": 72798, + "IoU": 0.3590688701181875, + "TN": 55027742, + "TP": 126933, + "n_pred": 199731, + "n_ref": 280708 + }, + "10": { + "Dice": 0.5733301080681751, + "FN": 32721, + "FP": 32542, + "IoU": 0.4018659896802339, + "TN": 55272137, + "TP": 43848, + "n_pred": 76390, + "n_ref": 76569 + }, + "11": { + "Dice": 0.026321760835035173, + "FN": 4269, + "FP": 22, + "IoU": 0.0133363991722235, + "TN": 55376899, + "TP": 58, + "n_pred": 80, + "n_ref": 4327 + }, + "12": { + "Dice": 0.37585644371941274, + "FN": 3576, + "FP": 250, + "IoU": 0.23141824025713137, + "TN": 55376270, + "TP": 1152, + "n_pred": 1402, + "n_ref": 4728 + }, + "13": { + "Dice": 0.22749391727493917, + "FN": 46830, + "FP": 7780, + "IoU": 0.12834591626630062, + "TN": 55318597, + "TP": 8041, + "n_pred": 15821, + "n_ref": 54871 + }, + "14": { + "Dice": 0.7311947001419605, + "FN": 13290, + "FP": 46924, + "IoU": 0.5762859756526635, + "TN": 55239138, + "TP": 81896, + "n_pred": 128820, + "n_ref": 95186 + }, + "15": { + "Dice": 0.7254777035379195, + "FN": 21246, + "FP": 29167, + "IoU": 0.5692153880334284, + "TN": 55264222, + "TP": 66613, + "n_pred": 95780, + "n_ref": 87859 + }, + "2": { + "Dice": 0.5374673574129581, + "FN": 106250, + "FP": 47136, + "IoU": 0.3674908455118266, + "TN": 55138744, + "TP": 89118, + "n_pred": 136254, + "n_ref": 195368 + }, + "3": { + "Dice": 0.3945918565445096, + "FN": 95473, + "FP": 175834, + "IoU": 0.24578912107371506, + "TN": 55021525, + "TP": 88416, + "n_pred": 264250, + "n_ref": 183889 + }, + "4": { + "Dice": 0.1539613848202397, + "FN": 6484, + "FP": 3682, + "IoU": 0.08340095572987107, + "TN": 55370157, + "TP": 925, + "n_pred": 4607, + "n_ref": 7409 + }, + "5": { + "Dice": 0.5157190635451505, + "FN": 3327, + "FP": 1017, + "IoU": 0.34745380802163134, + "TN": 55374591, + "TP": 2313, + "n_pred": 3330, + "n_ref": 5640 + }, + "6": { + "Dice": 0.7712753395887979, + "FN": 429210, + "FP": 205175, + "IoU": 0.6277039636615453, + "TN": 53677268, + "TP": 1069595, + "n_pred": 1274770, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.5215167988701321, + "FN": 89585, + "FP": 67613, + "IoU": 0.35273772368301864, + "TN": 55138382, + "TP": 85668, + "n_pred": 153281, + "n_ref": 175253 + }, + "8": { + "Dice": 0.7392688829448478, + "FN": 15130, + "FP": 7387, + "IoU": 0.5863810870883006, + "TN": 55326809, + "TP": 31922, + "n_pred": 39309, + "n_ref": 47052 + }, + "9": { + "Dice": 0.6207573563697941, + "FN": 12975, + "FP": 33384, + "IoU": 0.4500711743772242, + "TN": 55296948, + "TP": 37941, + "n_pred": 71325, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.622442698779321, + "FN": 84467, + "FP": 163345, + "IoU": 0.4518452323019616, + "TN": 110694531, + "TP": 204272, + "n_pred": 367617, + "n_ref": 288739 + }, + "10": { + "Dice": 0.614304719226999, + "FN": 12086, + "FP": 76050, + "IoU": 0.44331876405346, + "TN": 110988291, + "TP": 70188, + "n_pred": 146238, + "n_ref": 82274 + }, + "11": { + "Dice": 0.31525266573945293, + "FN": 2954, + "FP": 0, + "IoU": 0.18712162905888827, + "TN": 111142981, + "TP": 680, + "n_pred": 680, + "n_ref": 3634 + }, + "12": { + "Dice": 0.5228133094241881, + "FN": 1792, + "FP": 603, + "IoU": 0.35392500674399785, + "TN": 111142908, + "TP": 1312, + "n_pred": 1915, + "n_ref": 3104 + }, + "13": { + "Dice": 0.2727879354063793, + "FN": 49308, + "FP": 21529, + "IoU": 0.1579354041106475, + "TN": 111062492, + "TP": 13286, + "n_pred": 34815, + "n_ref": 62594 + }, + "14": { + "Dice": 0.7332719280859051, + "FN": 9670, + "FP": 13207, + "IoU": 0.5788708281943191, + "TN": 111092292, + "TP": 31446, + "n_pred": 44653, + "n_ref": 41116 + }, + "15": { + "Dice": 0.2974973146245126, + "FN": 7777, + "FP": 75282, + "IoU": 0.17474117202869463, + "TN": 111045969, + "TP": 17587, + "n_pred": 92869, + "n_ref": 25364 + }, + "2": { + "Dice": 0.5622663001758166, + "FN": 42357, + "FP": 134413, + "IoU": 0.39107819497071994, + "TN": 110856315, + "TP": 113530, + "n_pred": 247943, + "n_ref": 155887 + }, + "3": { + "Dice": 0.18338198278232545, + "FN": 209882, + "FP": 98976, + "IoU": 0.10094691401508425, + "TN": 110803078, + "TP": 34679, + "n_pred": 133655, + "n_ref": 244561 + }, + "4": { + "Dice": 0.6271711323549213, + "FN": 9522, + "FP": 1554, + "IoU": 0.45684582189093764, + "TN": 111126223, + "TP": 9316, + "n_pred": 10870, + "n_ref": 18838 + }, + "5": { + "Dice": 0.06421647819063005, + "FN": 4608, + "FP": 26, + "IoU": 0.03317337784268725, + "TN": 111141822, + "TP": 159, + "n_pred": 185, + "n_ref": 4767 + }, + "6": { + "Dice": 0.7151364265004687, + "FN": 577012, + "FP": 241321, + "IoU": 0.5565854937833441, + "TN": 109301089, + "TP": 1027193, + "n_pred": 1268514, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.12325634725634725, + "FN": 341076, + "FP": 194176, + "IoU": 0.06567564359477443, + "TN": 110573739, + "TP": 37624, + "n_pred": 231800, + "n_ref": 378700 + }, + "8": { + "Dice": 0.6977170654573007, + "FN": 17010, + "FP": 38046, + "IoU": 0.5357645769214554, + "TN": 111028020, + "TP": 63539, + "n_pred": 101585, + "n_ref": 80549 + }, + "9": { + "Dice": 0.39823939164693517, + "FN": 35587, + "FP": 25662, + "IoU": 0.2486260366063104, + "TN": 111065099, + "TP": 20267, + "n_pred": 45929, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.744383553282673, + "FN": 31451, + "FP": 85811, + "IoU": 0.5928431052562135, + "TN": 96833023, + "TP": 170740, + "n_pred": 256551, + "n_ref": 202191 + }, + "10": { + "Dice": 0.35927241676534794, + "FN": 29802, + "FP": 129274, + "IoU": 0.2189714005155272, + "TN": 96917350, + "TP": 44599, + "n_pred": 173873, + "n_ref": 74401 + }, + "11": { + "Dice": 0.05130759651307597, + "FN": 3809, + "FP": 0, + "IoU": 0.02632924335378323, + "TN": 97117113, + "TP": 103, + "n_pred": 103, + "n_ref": 3912 + }, + "12": { + "Dice": 0.25050007693491305, + "FN": 4469, + "FP": 402, + "IoU": 0.14318381706244504, + "TN": 97115340, + "TP": 814, + "n_pred": 1216, + "n_ref": 5283 + }, + "13": { + "Dice": 0.1962874368766349, + "FN": 44355, + "FP": 13100, + "IoU": 0.10882412247367033, + "TN": 97056554, + "TP": 7016, + "n_pred": 20116, + "n_ref": 51371 + }, + "14": { + "Dice": 0.9337529045076463, + "FN": 8531, + "FP": 9174, + "IoU": 0.8757378176739354, + "TN": 96978544, + "TP": 124776, + "n_pred": 133950, + "n_ref": 133307 + }, + "15": { + "Dice": 0.7943462785980917, + "FN": 18172, + "FP": 7887, + "IoU": 0.6588510983688111, + "TN": 97044639, + "TP": 50327, + "n_pred": 58214, + "n_ref": 68499 + }, + "2": { + "Dice": 0.4914356837909997, + "FN": 91191, + "FP": 66527, + "IoU": 0.3257638262490328, + "TN": 96887104, + "TP": 76203, + "n_pred": 142730, + "n_ref": 167394 + }, + "3": { + "Dice": 0.44049547228152836, + "FN": 100179, + "FP": 203811, + "IoU": 0.2824586042888671, + "TN": 96697370, + "TP": 119665, + "n_pred": 323476, + "n_ref": 219844 + }, + "4": { + "Dice": 0.6563477510516665, + "FN": 5063, + "FP": 7681, + "IoU": 0.4884803724813358, + "TN": 97096111, + "TP": 12170, + "n_pred": 19851, + "n_ref": 17233 + }, + "5": { + "Dice": 0.053972333509713505, + "FN": 12101, + "FP": 414, + "IoU": 0.027734617775015537, + "TN": 97108153, + "TP": 357, + "n_pred": 771, + "n_ref": 12458 + }, + "6": { + "Dice": 0.8019396757182464, + "FN": 363724, + "FP": 240849, + "IoU": 0.6693650223322565, + "TN": 95292504, + "TP": 1223948, + "n_pred": 1464797, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.3218714067595333, + "FN": 241387, + "FP": 118367, + "IoU": 0.19180377955303146, + "TN": 96675893, + "TP": 85378, + "n_pred": 203745, + "n_ref": 326765 + }, + "8": { + "Dice": 0.6429161668665867, + "FN": 27751, + "FP": 52625, + "IoU": 0.4737483058671014, + "TN": 96968292, + "TP": 72357, + "n_pred": 124982, + "n_ref": 100108 + }, + "9": { + "Dice": 0.5151268519107268, + "FN": 54938, + "FP": 21318, + "IoU": 0.34691640331269324, + "TN": 97004262, + "TP": 40507, + "n_pred": 61825, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6371728914248074, + "FN": 92668, + "FP": 26307, + "IoU": 0.46753758229168063, + "TN": 78832962, + "TP": 104468, + "n_pred": 130775, + "n_ref": 197136 + }, + "10": { + "Dice": 0.08030596513420564, + "FN": 88949, + "FP": 4113, + "IoU": 0.04183268983268983, + "TN": 78959280, + "TP": 4063, + "n_pred": 8176, + "n_ref": 93012 + }, + "11": { + "Dice": 0.0, + "FN": 3009, + "FP": 0, + "IoU": 0.0, + "TN": 79053396, + "TP": 0, + "n_pred": 0, + "n_ref": 3009 + }, + "12": { + "Dice": 0.15734370326054442, + "FN": 2741, + "FP": 76, + "IoU": 0.08538961038961039, + "TN": 79053325, + "TP": 263, + "n_pred": 339, + "n_ref": 3004 + }, + "13": { + "Dice": 0.1313042491632155, + "FN": 60846, + "FP": 404, + "IoU": 0.07026518313878474, + "TN": 78990526, + "TP": 4629, + "n_pred": 5033, + "n_ref": 65475 + }, + "14": { + "Dice": 0.45984275232670746, + "FN": 9863, + "FP": 55953, + "IoU": 0.2985687033070094, + "TN": 78962574, + "TP": 28015, + "n_pred": 83968, + "n_ref": 37878 + }, + "15": { + "Dice": 0.4322166701162, + "FN": 9296, + "FP": 67516, + "IoU": 0.2756864815932408, + "TN": 78950357, + "TP": 29236, + "n_pred": 96752, + "n_ref": 38532 + }, + "2": { + "Dice": 0.6105925605888922, + "FN": 37845, + "FP": 57693, + "IoU": 0.4394625674724243, + "TN": 78885965, + "TP": 74902, + "n_pred": 132595, + "n_ref": 112747 + }, + "3": { + "Dice": 0.38611203037095776, + "FN": 59543, + "FP": 137089, + "IoU": 0.23924339089020347, + "TN": 78797936, + "TP": 61837, + "n_pred": 198926, + "n_ref": 121380 + }, + "4": { + "Dice": 0.35736991801907314, + "FN": 5278, + "FP": 6245, + "IoU": 0.21755958443674883, + "TN": 79041678, + "TP": 3204, + "n_pred": 9449, + "n_ref": 8482 + }, + "5": { + "Dice": 0.0912015666526787, + "FN": 4632, + "FP": 1865, + "IoU": 0.047779569104499486, + "TN": 79049582, + "TP": 326, + "n_pred": 2191, + "n_ref": 4958 + }, + "6": { + "Dice": 0.7218627023862807, + "FN": 409822, + "FP": 290533, + "IoU": 0.5647771203719643, + "TN": 77447218, + "TP": 908832, + "n_pred": 1199365, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.36132754157124364, + "FN": 357844, + "FP": 52664, + "IoU": 0.22050016140364204, + "TN": 78529775, + "TP": 116122, + "n_pred": 168786, + "n_ref": 473966 + }, + "8": { + "Dice": 0.5225276222823239, + "FN": 6604, + "FP": 38944, + "IoU": 0.35366320897958026, + "TN": 78985934, + "TP": 24923, + "n_pred": 63867, + "n_ref": 31527 + }, + "9": { + "Dice": 0.48130953196738163, + "FN": 43196, + "FP": 17358, + "IoU": 0.31692404877663594, + "TN": 78967756, + "TP": 28095, + "n_pred": 45453, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6999411120695376, + "FN": 64640, + "FP": 80070, + "IoU": 0.5383918517596996, + "TN": 122398449, + "TP": 168781, + "n_pred": 248851, + "n_ref": 233421 + }, + "10": { + "Dice": 0.5262534099637154, + "FN": 30917, + "FP": 112181, + "IoU": 0.3570854131379253, + "TN": 122489363, + "TP": 79479, + "n_pred": 191660, + "n_ref": 110396 + }, + "11": { + "Dice": 0.009045465365389194, + "FN": 4163, + "FP": 0, + "IoU": 0.004543280726924916, + "TN": 122707758, + "TP": 19, + "n_pred": 19, + "n_ref": 4182 + }, + "12": { + "Dice": 0.1344986647244477, + "FN": 5736, + "FP": 1394, + "IoU": 0.07209786569495055, + "TN": 122704256, + "TP": 554, + "n_pred": 1948, + "n_ref": 6290 + }, + "13": { + "Dice": 0.01616729637114489, + "FN": 53156, + "FP": 25223, + "IoU": 0.00814952608734166, + "TN": 122632917, + "TP": 644, + "n_pred": 25867, + "n_ref": 53800 + }, + "14": { + "Dice": 0.7276902965355839, + "FN": 16125, + "FP": 52408, + "IoU": 0.5719443108498904, + "TN": 122551837, + "TP": 91570, + "n_pred": 143978, + "n_ref": 107695 + }, + "15": { + "Dice": 0.6861176243080568, + "FN": 8513, + "FP": 30442, + "IoU": 0.5222062773668911, + "TN": 122630409, + "TP": 42576, + "n_pred": 73018, + "n_ref": 51089 + }, + "2": { + "Dice": 0.5474527545217776, + "FN": 76194, + "FP": 24238, + "IoU": 0.37689153053437485, + "TN": 122550761, + "TP": 60747, + "n_pred": 84985, + "n_ref": 136941 + }, + "3": { + "Dice": 0.49279110875175774, + "FN": 14990, + "FP": 254449, + "IoU": 0.32695607862533066, + "TN": 122311611, + "TP": 130890, + "n_pred": 385339, + "n_ref": 145880 + }, + "4": { + "Dice": 0.5904667081518358, + "FN": 29892, + "FP": 19467, + "IoU": 0.418909373454828, + "TN": 122626998, + "TP": 35583, + "n_pred": 55050, + "n_ref": 65475 + }, + "5": { + "Dice": 0.0, + "FN": 17209, + "FP": 3310, + "IoU": 0.0, + "TN": 122691421, + "TP": 0, + "n_pred": 3310, + "n_ref": 17209 + }, + "6": { + "Dice": 0.7485348451018659, + "FN": 416920, + "FP": 452431, + "IoU": 0.5981267973560116, + "TN": 120548693, + "TP": 1293896, + "n_pred": 1746327, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.1953239866228737, + "FN": 487844, + "FP": 157960, + "IoU": 0.10823216199197994, + "TN": 121987756, + "TP": 78380, + "n_pred": 236340, + "n_ref": 566224 + }, + "8": { + "Dice": 0.7006418098523507, + "FN": 41093, + "FP": 40392, + "IoU": 0.5392214519175309, + "TN": 122535098, + "TP": 95357, + "n_pred": 135749, + "n_ref": 136450 + }, + "9": { + "Dice": 0.5109143604857349, + "FN": 32967, + "FP": 47021, + "IoU": 0.3431060960687214, + "TN": 122590173, + "TP": 41779, + "n_pred": 88800, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/loop_000/summary_cross_val.json b/nnActive_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/loop_000/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..e88339284fded3146bb5366af74745e2bf8ffe24 --- /dev/null +++ b/nnActive_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/loop_000/summary_cross_val.json @@ -0,0 +1,24396 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": 0.226702579765168, + "FN": 411.3622222222222, + "FP": 264.1822222222222, + "IoU": 0.18598826293797668, + "TN": 53393.75555555555, + "TP": 544.0333333333334, + "n_pred": 808.2155555555557, + "n_ref": 955.3955555555556 + }, + "mean": { + "1": { + "Dice": 0.17560760360537975, + "FN": 239.2, + "FP": 607.5333333333333, + "IoU": 0.13872536894085183, + "TN": 53306.26666666667, + "TP": 460.3333333333333, + "n_pred": 1067.8666666666666, + "n_ref": 699.5333333333333 + }, + "10": { + "Dice": 0.12588381244845367, + "FN": 185.03333333333333, + "FP": 721.8666666666667, + "IoU": 0.09496040334607743, + "TN": 53341.1, + "TP": 365.3333333333333, + "n_pred": 1087.2, + "n_ref": 550.3666666666667 + }, + "11": { + "Dice": 0.0, + "FN": 132.63333333333333, + "FP": 0.0, + "IoU": 0.0, + "TN": 54480.7, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 132.63333333333333 + }, + "12": { + "Dice": 0.24272053872053875, + "FN": 46.266666666666666, + "FP": 27.6, + "IoU": 0.17741688903713584, + "TN": 54488.73333333333, + "TP": 50.733333333333334, + "n_pred": 78.33333333333333, + "n_ref": 97.0 + }, + "13": { + "Dice": 0.07341991341991341, + "FN": 559.8333333333334, + "FP": 22.433333333333334, + "IoU": 0.04940573292938709, + "TN": 54016.933333333334, + "TP": 14.133333333333333, + "n_pred": 36.56666666666667, + "n_ref": 573.9666666666667 + }, + "14": { + "Dice": 0.34528283705744894, + "FN": 374.1, + "FP": 164.2, + "IoU": 0.2823431974774164, + "TN": 53576.36666666667, + "TP": 498.6666666666667, + "n_pred": 662.8666666666667, + "n_ref": 872.7666666666667 + }, + "15": { + "Dice": 0.41948569448023254, + "FN": 487.46666666666664, + "FP": 150.1, + "IoU": 0.33963502438456833, + "TN": 53340.1, + "TP": 635.6666666666666, + "n_pred": 785.7666666666667, + "n_ref": 1123.1333333333334 + }, + "2": { + "Dice": 0.08817912060772955, + "FN": 510.7, + "FP": 250.6, + "IoU": 0.07534507313265638, + "TN": 53655.96666666667, + "TP": 196.06666666666666, + "n_pred": 446.6666666666667, + "n_ref": 706.7666666666667 + }, + "3": { + "Dice": 0.29259552391323473, + "FN": 1300.4, + "FP": 583.6, + "IoU": 0.24158486241684957, + "TN": 50728.13333333333, + "TP": 2001.2, + "n_pred": 2584.8, + "n_ref": 3301.6 + }, + "4": { + "Dice": 0.18111386784845257, + "FN": 420.9, + "FP": 7.233333333333333, + "IoU": 0.1118854469839044, + "TN": 54103.066666666666, + "TP": 82.13333333333334, + "n_pred": 89.36666666666666, + "n_ref": 503.03333333333336 + }, + "5": { + "Dice": 0.0, + "FN": 349.3, + "FP": 0.0, + "IoU": 0.0, + "TN": 54264.03333333333, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 349.3 + }, + "6": { + "Dice": 0.37587174894050773, + "FN": 885.3, + "FP": 831.3333333333334, + "IoU": 0.3322957056935381, + "TN": 50180.46666666667, + "TP": 2716.233333333333, + "n_pred": 3547.5666666666666, + "n_ref": 3601.5333333333333 + }, + "7": { + "Dice": 0.08038166045380286, + "FN": 277.76666666666665, + "FP": 258.06666666666666, + "IoU": 0.0708722543390127, + "TN": 53739.73333333333, + "TP": 337.76666666666665, + "n_pred": 595.8333333333334, + "n_ref": 615.5333333333333 + }, + "8": { + "Dice": 0.8610374834043671, + "FN": 155.46666666666667, + "FP": 47.03333333333333, + "IoU": 0.7735758903955168, + "TN": 53721.46666666667, + "TP": 689.3666666666667, + "n_pred": 736.4, + "n_ref": 844.8333333333334 + }, + "9": { + "Dice": 0.1389588915774581, + "FN": 246.06666666666666, + "FP": 291.1333333333333, + "IoU": 0.1017780949927356, + "TN": 53963.26666666667, + "TP": 112.86666666666666, + "n_pred": 404.0, + "n_ref": 358.93333333333334 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 300, + "IoU": 0.0, + "TN": 48852, + "TP": 0, + "n_pred": 300, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 1291, + "IoU": 0.0, + "TN": 47861, + "TP": 0, + "n_pred": 1291, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0007.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0007.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1889, + "IoU": 0.0, + "TN": 47263, + "TP": 0, + "n_pred": 1889, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8167358229598893, + "FN": 2542, + "FP": 108, + "IoU": 0.690239625949737, + "TN": 40597, + "TP": 5905, + "n_pred": 6013, + "n_ref": 8447 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0009.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0009.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.10416407706650094, + "FN": 179, + "FP": 7028, + "IoU": 0.05494361395226856, + "TN": 41526, + "TP": 419, + "n_pred": 7447, + "n_ref": 598 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.52586817859674, + "FN": 6690, + "FP": 0, + "IoU": 0.35673076923076924, + "TN": 38752, + "TP": 3710, + "n_pred": 3710, + "n_ref": 10400 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 44, + "IoU": 0.0, + "TN": 49108, + "TP": 0, + "n_pred": 44, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 97, + "IoU": 0.0, + "TN": 49055, + "TP": 0, + "n_pred": 97, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0019.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0019.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 325, + "IoU": 0.0, + "TN": 48827, + "TP": 0, + "n_pred": 325, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 683, + "FP": 0, + "IoU": 0.0, + "TN": 48469, + "TP": 0, + "n_pred": 0, + "n_ref": 683 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.09383983572895277, + "FN": 8743, + "FP": 83, + "IoU": 0.04922977485726597, + "TN": 39869, + "TP": 457, + "n_pred": 540, + "n_ref": 9200 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 6626, + "IoU": 0.0, + "TN": 42526, + "TP": 0, + "n_pred": 6626, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 3500, + "FP": 0, + "IoU": 0.0, + "TN": 45652, + "TP": 0, + "n_pred": 0, + "n_ref": 3500 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9306911736549875, + "FN": 404, + "FP": 320, + "IoU": 0.870367054610564, + "TN": 43567, + "TP": 4861, + "n_pred": 5181, + "n_ref": 5265 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 739, + "IoU": 0.0, + "TN": 48413, + "TP": 0, + "n_pred": 739, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 49147, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0025.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0025.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2498, + "IoU": 0.0, + "TN": 63038, + "TP": 0, + "n_pred": 2498, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 301, + "FP": 0, + "IoU": 0.0, + "TN": 65235, + "TP": 0, + "n_pred": 0, + "n_ref": 301 + }, + "11": { + "Dice": 0.0, + "FN": 2466, + "FP": 0, + "IoU": 0.0, + "TN": 63070, + "TP": 0, + "n_pred": 0, + "n_ref": 2466 + }, + "12": { + "Dice": 0.6675555555555556, + "FN": 768, + "FP": 728, + "IoU": 0.5010006671114076, + "TN": 62538, + "TP": 1502, + "n_pred": 2230, + "n_ref": 2270 + }, + "13": { + "Dice": 0.0, + "FN": 222, + "FP": 446, + "IoU": 0.0, + "TN": 64868, + "TP": 0, + "n_pred": 446, + "n_ref": 222 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1324, + "IoU": 0.0, + "TN": 64212, + "TP": 0, + "n_pred": 1324, + "n_ref": 0 + }, + "3": { + "Dice": 0.7698582931889307, + "FN": 5854, + "FP": 691, + "IoU": 0.6258289503773153, + "TN": 48044, + "TP": 10947, + "n_pred": 11638, + "n_ref": 16801 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9454877846102709, + "FN": 370, + "FP": 286, + "IoU": 0.8966115051221434, + "TN": 59191, + "TP": 5689, + "n_pred": 5975, + "n_ref": 6059 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 791, + "IoU": 0.0, + "TN": 64745, + "TP": 0, + "n_pred": 791, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0030.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0030.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 5194, + "FP": 0, + "IoU": 0.0, + "TN": 43958, + "TP": 0, + "n_pred": 0, + "n_ref": 5194 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 56, + "FP": 941, + "IoU": 0.0, + "TN": 48155, + "TP": 0, + "n_pred": 941, + "n_ref": 56 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 162, + "IoU": 0.0, + "TN": 48990, + "TP": 0, + "n_pred": 162, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 4344, + "IoU": 0.0, + "TN": 44808, + "TP": 0, + "n_pred": 4344, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1155, + "IoU": 0.0, + "TN": 47997, + "TP": 0, + "n_pred": 1155, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 330, + "FP": 69, + "IoU": 0.0, + "TN": 48753, + "TP": 0, + "n_pred": 69, + "n_ref": 330 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0035.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0035.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 92, + "IoU": 0.0, + "TN": 49060, + "TP": 0, + "n_pred": 92, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8942910915934755, + "FN": 1274, + "FP": 74, + "IoU": 0.8087943262411348, + "TN": 42102, + "TP": 5702, + "n_pred": 5776, + "n_ref": 6976 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0045.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0045.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 18, + "IoU": 0.0, + "TN": 49134, + "TP": 0, + "n_pred": 18, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9335486274996895, + "FN": 985, + "FP": 620, + "IoU": 0.8753785231772653, + "TN": 36273, + "TP": 11274, + "n_pred": 11894, + "n_ref": 12259 + }, + "15": { + "Dice": 0.0, + "FN": 42, + "FP": 154, + "IoU": 0.0, + "TN": 48956, + "TP": 0, + "n_pred": 154, + "n_ref": 42 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 49144, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 146, + "IoU": 0.0, + "TN": 49006, + "TP": 0, + "n_pred": 146, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0050.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0050.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5907037905208393, + "FN": 1853, + "FP": 5306, + "IoU": 0.4191480730223124, + "TN": 36827, + "TP": 5166, + "n_pred": 10472, + "n_ref": 7019 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 577, + "IoU": 0.0, + "TN": 48575, + "TP": 0, + "n_pred": 577, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 846, + "IoU": 0.0, + "TN": 48306, + "TP": 0, + "n_pred": 846, + "n_ref": 0 + }, + "3": { + "Dice": 0.26532399299474607, + "FN": 1600, + "FP": 78, + "IoU": 0.15295305401312467, + "TN": 47171, + "TP": 303, + "n_pred": 381, + "n_ref": 1903 + }, + "4": { + "Dice": 0.43771626297577854, + "FN": 3162, + "FP": 88, + "IoU": 0.28017718715393136, + "TN": 44637, + "TP": 1265, + "n_pred": 1353, + "n_ref": 4427 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.654437826579457, + "FN": 7760, + "FP": 1697, + "IoU": 0.4863675863567239, + "TN": 30740, + "TP": 8955, + "n_pred": 10652, + "n_ref": 16715 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 3224, + "IoU": 0.0, + "TN": 45928, + "TP": 0, + "n_pred": 3224, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0066.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0066.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 522, + "IoU": 0.0, + "TN": 65014, + "TP": 0, + "n_pred": 522, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0072.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0072.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 907, + "FP": 0, + "IoU": 0.0, + "TN": 64629, + "TP": 0, + "n_pred": 0, + "n_ref": 907 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.2867392084180318, + "FN": 5965, + "FP": 0, + "IoU": 0.16736460078168622, + "TN": 58372, + "TP": 1199, + "n_pred": 1199, + "n_ref": 7164 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9616887314838238, + "FN": 1328, + "FP": 35, + "IoU": 0.926204656199242, + "TN": 47066, + "TP": 17107, + "n_pred": 17142, + "n_ref": 18435 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9098564922230815, + "FN": 193, + "FP": 856, + "IoU": 0.8346208418729308, + "TN": 59193, + "TP": 5294, + "n_pred": 6150, + "n_ref": 5487 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 301, + "IoU": 0.0, + "TN": 65235, + "TP": 0, + "n_pred": 301, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0075.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0075.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 5066, + "IoU": 0.0, + "TN": 44086, + "TP": 0, + "n_pred": 5066, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 66, + "FP": 0, + "IoU": 0.0, + "TN": 49086, + "TP": 0, + "n_pred": 0, + "n_ref": 66 + }, + "6": { + "Dice": 0.22546419098143236, + "FN": 5620, + "FP": 1972, + "IoU": 0.12705530642750373, + "TN": 40455, + "TP": 1105, + "n_pred": 3077, + "n_ref": 6725 + }, + "7": { + "Dice": 0.0, + "FN": 479, + "FP": 680, + "IoU": 0.0, + "TN": 47993, + "TP": 0, + "n_pred": 680, + "n_ref": 479 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0081.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0081.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.16715758468335787, + "FN": 637, + "FP": 1625, + "IoU": 0.09120128565689031, + "TN": 63047, + "TP": 227, + "n_pred": 1852, + "n_ref": 864 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 7279, + "FP": 18, + "IoU": 0.0, + "TN": 58239, + "TP": 0, + "n_pred": 18, + "n_ref": 7279 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1597, + "IoU": 0.0, + "TN": 63939, + "TP": 0, + "n_pred": 1597, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.826530612244898, + "FN": 66, + "FP": 70, + "IoU": 0.7043478260869566, + "TN": 65076, + "TP": 324, + "n_pred": 394, + "n_ref": 390 + }, + "9": { + "Dice": 0.0, + "FN": 20, + "FP": 4495, + "IoU": 0.0, + "TN": 61021, + "TP": 0, + "n_pred": 4495, + "n_ref": 20 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0098.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0098.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 4998, + "IoU": 0.0, + "TN": 60538, + "TP": 0, + "n_pred": 4998, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 65, + "IoU": 0.0, + "TN": 65471, + "TP": 0, + "n_pred": 65, + "n_ref": 0 + }, + "3": { + "Dice": 0.7396306680846949, + "FN": 5312, + "FP": 74, + "IoU": 0.5868364528996625, + "TN": 52500, + "TP": 7650, + "n_pred": 7724, + "n_ref": 12962 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 1667, + "FP": 0, + "IoU": 0.0, + "TN": 63869, + "TP": 0, + "n_pred": 0, + "n_ref": 1667 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 12, + "IoU": 0.0, + "TN": 65524, + "TP": 0, + "n_pred": 12, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.6454083904872183, + "FN": 3981, + "FP": 0, + "IoU": 0.4764597580220936, + "TN": 57932, + "TP": 3623, + "n_pred": 3623, + "n_ref": 7604 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 2485, + "IoU": 0.0, + "TN": 63051, + "TP": 0, + "n_pred": 2485, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0104.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0104.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8680465717981889, + "FN": 816, + "FP": 0, + "IoU": 0.7668571428571429, + "TN": 45652, + "TP": 2684, + "n_pred": 2684, + "n_ref": 3500 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 194, + "IoU": 0.0, + "TN": 48958, + "TP": 0, + "n_pred": 194, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0124.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0124.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.06774295663184553, + "FN": 0, + "FP": 2945, + "IoU": 0.03505897771952818, + "TN": 46100, + "TP": 107, + "n_pred": 3052, + "n_ref": 107 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 7280, + "FP": 0, + "IoU": 0.0, + "TN": 41872, + "TP": 0, + "n_pred": 0, + "n_ref": 7280 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 2530, + "IoU": 0.0, + "TN": 46622, + "TP": 0, + "n_pred": 2530, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0127.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0127.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 49144, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 4609, + "FP": 0, + "IoU": 0.0, + "TN": 44543, + "TP": 0, + "n_pred": 0, + "n_ref": 4609 + }, + "6": { + "Dice": 0.0043859649122807015, + "FN": 454, + "FP": 0, + "IoU": 0.002197802197802198, + "TN": 48697, + "TP": 1, + "n_pred": 1, + "n_ref": 455 + }, + "7": { + "Dice": 0.0, + "FN": 1636, + "FP": 0, + "IoU": 0.0, + "TN": 47516, + "TP": 0, + "n_pred": 0, + "n_ref": 1636 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 109, + "IoU": 0.0, + "TN": 49043, + "TP": 0, + "n_pred": 109, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0156.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0156.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 264, + "IoU": 0.0, + "TN": 48888, + "TP": 0, + "n_pred": 264, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 1387, + "FP": 0, + "IoU": 0.0, + "TN": 47765, + "TP": 0, + "n_pred": 0, + "n_ref": 1387 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 100, + "IoU": 0.0, + "TN": 49052, + "TP": 0, + "n_pred": 100, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 5014, + "FP": 0, + "IoU": 0.0, + "TN": 44138, + "TP": 0, + "n_pred": 0, + "n_ref": 5014 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3781, + "IoU": 0.0, + "TN": 45371, + "TP": 0, + "n_pred": 3781, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 129, + "IoU": 0.0, + "TN": 49023, + "TP": 0, + "n_pred": 129, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6710004105652114, + "FN": 543, + "FP": 4265, + "IoU": 0.504891360313047, + "TN": 39441, + "TP": 4903, + "n_pred": 9168, + "n_ref": 5446 + }, + "7": { + "Dice": 0.12249078246620237, + "FN": 4105, + "FP": 179, + "IoU": 0.06524110844425049, + "TN": 44569, + "TP": 299, + "n_pred": 478, + "n_ref": 4404 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0158.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0158.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 384, + "IoU": 0.0, + "TN": 48768, + "TP": 0, + "n_pred": 384, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8761304909560723, + "FN": 1508, + "FP": 26, + "IoU": 0.7795660296019543, + "TN": 42193, + "TP": 5425, + "n_pred": 5451, + "n_ref": 6933 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 353, + "IoU": 0.0, + "TN": 48799, + "TP": 0, + "n_pred": 353, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 493, + "IoU": 0.0, + "TN": 48659, + "TP": 0, + "n_pred": 493, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0166.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0166.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9605277544921091, + "FN": 773, + "FP": 310, + "IoU": 0.9240532959326788, + "TN": 34892, + "TP": 13177, + "n_pred": 13487, + "n_ref": 13950 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9596546863988724, + "FN": 309, + "FP": 149, + "IoU": 0.9224386113463167, + "TN": 43247, + "TP": 5447, + "n_pred": 5596, + "n_ref": 5756 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0179.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0179.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.5255813953488372, + "FN": 80, + "FP": 124, + "IoU": 0.35646687697160884, + "TN": 48835, + "TP": 113, + "n_pred": 237, + "n_ref": 193 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.06060606060606061, + "FN": 620, + "FP": 0, + "IoU": 0.03125, + "TN": 48512, + "TP": 20, + "n_pred": 20, + "n_ref": 640 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.8496249553518276, + "FN": 2223, + "FP": 303, + "IoU": 0.7385634444214448, + "TN": 39490, + "TP": 7136, + "n_pred": 7439, + "n_ref": 9359 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0184.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0184.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 8821, + "FP": 0, + "IoU": 0.0, + "TN": 56715, + "TP": 0, + "n_pred": 0, + "n_ref": 8821 + }, + "15": { + "Dice": 0.33479381443298967, + "FN": 5162, + "FP": 0, + "IoU": 0.20105246865810247, + "TN": 59075, + "TP": 1299, + "n_pred": 1299, + "n_ref": 6461 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0192.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 18, + "FP": 13, + "IoU": 0.0, + "TN": 49121, + "TP": 0, + "n_pred": 13, + "n_ref": 18 + }, + "10": { + "Dice": 0.0, + "FN": 288, + "FP": 2518, + "IoU": 0.0, + "TN": 46346, + "TP": 0, + "n_pred": 2518, + "n_ref": 288 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 4168, + "IoU": 0.0, + "TN": 44984, + "TP": 0, + "n_pred": 4168, + "n_ref": 0 + }, + "3": { + "Dice": 0.536029448842721, + "FN": 9071, + "FP": 130, + "IoU": 0.3661476990906586, + "TN": 34636, + "TP": 5315, + "n_pred": 5445, + "n_ref": 14386 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9784456684389825, + "FN": 616, + "FP": 61, + "IoU": 0.9578009100542293, + "TN": 33109, + "TP": 15366, + "n_pred": 15427, + "n_ref": 15982 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0212.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0212.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8178667693492492, + "FN": 2270, + "FP": 2460, + "IoU": 0.6918566775244299, + "TN": 33802, + "TP": 10620, + "n_pred": 13080, + "n_ref": 12890 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5139393939393939, + "FN": 593, + "FP": 209, + "IoU": 0.3458401305057096, + "TN": 47926, + "TP": 424, + "n_pred": 633, + "n_ref": 1017 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 387, + "IoU": 0.0, + "TN": 48765, + "TP": 0, + "n_pred": 387, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 139, + "IoU": 0.0, + "TN": 49013, + "TP": 0, + "n_pred": 139, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 253, + "FP": 107, + "IoU": 0.0, + "TN": 48792, + "TP": 0, + "n_pred": 107, + "n_ref": 253 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.6889339784610582, + "FN": 1993, + "FP": 0, + "IoU": 0.5254761904761904, + "TN": 44952, + "TP": 2207, + "n_pred": 2207, + "n_ref": 4200 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0214.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0214.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 2156, + "IoU": 0.0, + "TN": 63380, + "TP": 0, + "n_pred": 2156, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.7370721048798252, + "FN": 1396, + "FP": 1131, + "IoU": 0.5836216839677048, + "TN": 59467, + "TP": 3542, + "n_pred": 4673, + "n_ref": 4938 + }, + "15": { + "Dice": 0.8750522356874216, + "FN": 484, + "FP": 2207, + "IoU": 0.7778603268945022, + "TN": 53422, + "TP": 9423, + "n_pred": 11630, + "n_ref": 9907 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 38, + "IoU": 0.0, + "TN": 65498, + "TP": 0, + "n_pred": 38, + "n_ref": 0 + }, + "3": { + "Dice": 0.9124516627996906, + "FN": 209, + "FP": 2055, + "IoU": 0.8389987199544873, + "TN": 51474, + "TP": 11798, + "n_pred": 13853, + "n_ref": 12007 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0358.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0358.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 284, + "IoU": 0.0, + "TN": 65252, + "TP": 0, + "n_pred": 284, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 126, + "FP": 0, + "IoU": 0.0, + "TN": 65410, + "TP": 0, + "n_pred": 0, + "n_ref": 126 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 25, + "IoU": 0.0, + "TN": 65511, + "TP": 0, + "n_pred": 25, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 316, + "IoU": 0.0, + "TN": 65220, + "TP": 0, + "n_pred": 316, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 4137, + "FP": 0, + "IoU": 0.0, + "TN": 61399, + "TP": 0, + "n_pred": 0, + "n_ref": 4137 + }, + "6": { + "Dice": 0.235634811766499, + "FN": 2628, + "FP": 2387, + "IoU": 0.1335521769177609, + "TN": 59748, + "TP": 773, + "n_pred": 3160, + "n_ref": 3401 + }, + "7": { + "Dice": 0.9224708034332348, + "FN": 1450, + "FP": 203, + "IoU": 0.8560981979629146, + "TN": 54049, + "TP": 9834, + "n_pred": 10037, + "n_ref": 11284 + }, + "8": { + "Dice": 0.9637372356677656, + "FN": 115, + "FP": 336, + "IoU": 0.9300124146492862, + "TN": 59092, + "TP": 5993, + "n_pred": 6329, + "n_ref": 6108 + }, + "9": { + "Dice": 0.0, + "FN": 4469, + "FP": 0, + "IoU": 0.0, + "TN": 61067, + "TP": 0, + "n_pred": 0, + "n_ref": 4469 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0361.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0361.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 493, + "IoU": 0.0, + "TN": 65043, + "TP": 0, + "n_pred": 493, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.3333333333333333, + "FN": 21, + "FP": 127, + "IoU": 0.2, + "TN": 65351, + "TP": 37, + "n_pred": 164, + "n_ref": 58 + }, + "15": { + "Dice": 0.42495175247463113, + "FN": 8723, + "FP": 514, + "IoU": 0.269802371541502, + "TN": 52886, + "TP": 3413, + "n_pred": 3927, + "n_ref": 12136 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 65534, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 629, + "IoU": 0.0, + "TN": 64907, + "TP": 0, + "n_pred": 629, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9509149991448607, + "FN": 514, + "FP": 634, + "IoU": 0.9064232148679492, + "TN": 53268, + "TP": 11120, + "n_pred": 11754, + "n_ref": 11634 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 25, + "IoU": 0.0, + "TN": 65511, + "TP": 0, + "n_pred": 25, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0374.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0374.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 103, + "IoU": 0.0, + "TN": 49049, + "TP": 0, + "n_pred": 103, + "n_ref": 0 + }, + "15": { + "Dice": 0.8821163642863526, + "FN": 213, + "FP": 1106, + "IoU": 0.7890949792133035, + "TN": 42898, + "TP": 4935, + "n_pred": 6041, + "n_ref": 5148 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0378.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0378.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7199844074844075, + "FN": 4310, + "FP": 0, + "IoU": 0.5624809663993503, + "TN": 39301, + "TP": 5541, + "n_pred": 5541, + "n_ref": 9851 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 4401, + "IoU": 0.0, + "TN": 44751, + "TP": 0, + "n_pred": 4401, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0402.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0402.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 1975, + "FP": 1464, + "IoU": 0.0, + "TN": 62097, + "TP": 0, + "n_pred": 1464, + "n_ref": 1975 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 1917, + "FP": 0, + "IoU": 0.0, + "TN": 63619, + "TP": 0, + "n_pred": 0, + "n_ref": 1917 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 2506, + "FP": 0, + "IoU": 0.0, + "TN": 63030, + "TP": 0, + "n_pred": 0, + "n_ref": 2506 + }, + "7": { + "Dice": 0.0, + "FN": 410, + "FP": 49, + "IoU": 0.0, + "TN": 65077, + "TP": 0, + "n_pred": 49, + "n_ref": 410 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.5616960457360648, + "FN": 570, + "FP": 1270, + "IoU": 0.39052666445842993, + "TN": 62517, + "TP": 1179, + "n_pred": 2449, + "n_ref": 1749 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0404.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0404.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": 0.179303589976635, + "FN": 376.7488888888889, + "FP": 250.1, + "IoU": 0.1431877049011275, + "TN": 53607.991111111114, + "TP": 378.4933333333334, + "n_pred": 628.5933333333335, + "n_ref": 755.2422222222223 + }, + "mean": { + "1": { + "Dice": 0.24939285166567055, + "FN": 432.1666666666667, + "FP": 256.43333333333334, + "IoU": 0.19684536246858927, + "TN": 53524.666666666664, + "TP": 400.06666666666666, + "n_pred": 656.5, + "n_ref": 832.2333333333333 + }, + "10": { + "Dice": 0.14275086889054184, + "FN": 175.86666666666667, + "FP": 419.4, + "IoU": 0.11571115302979071, + "TN": 53593.2, + "TP": 424.8666666666667, + "n_pred": 844.2666666666667, + "n_ref": 600.7333333333333 + }, + "11": { + "Dice": 0.0, + "FN": 0.2, + "FP": 18.133333333333333, + "IoU": 0.0, + "TN": 54595.0, + "TP": 0.0, + "n_pred": 18.133333333333333, + "n_ref": 0.2 + }, + "12": { + "Dice": 0.141056761665889, + "FN": 169.03333333333333, + "FP": 19.333333333333332, + "IoU": 0.10112106690772317, + "TN": 54348.933333333334, + "TP": 76.03333333333333, + "n_pred": 95.36666666666666, + "n_ref": 245.06666666666666 + }, + "13": { + "Dice": 0.0017850390622274413, + "FN": 326.1333333333333, + "FP": 54.5, + "IoU": 0.0008977575637016349, + "TN": 54232.53333333333, + "TP": 0.16666666666666666, + "n_pred": 54.666666666666664, + "n_ref": 326.3 + }, + "14": { + "Dice": 0.43628680080357984, + "FN": 528.4333333333333, + "FP": 52.833333333333336, + "IoU": 0.3779952255563208, + "TN": 52855.86666666667, + "TP": 1176.2, + "n_pred": 1229.0333333333333, + "n_ref": 1704.6333333333334 + }, + "15": { + "Dice": 0.21510205256642775, + "FN": 0.0, + "FP": 190.53333333333333, + "IoU": 0.15878277869862722, + "TN": 54298.26666666667, + "TP": 124.53333333333333, + "n_pred": 315.06666666666666, + "n_ref": 124.53333333333333 + }, + "2": { + "Dice": 0.0902318768825189, + "FN": 225.03333333333333, + "FP": 517.9, + "IoU": 0.061978016740782786, + "TN": 53648.03333333333, + "TP": 222.36666666666667, + "n_pred": 740.2666666666667, + "n_ref": 447.4 + }, + "3": { + "Dice": 0.2468917841937577, + "FN": 472.6333333333333, + "FP": 131.83333333333334, + "IoU": 0.2063788687222374, + "TN": 53450.9, + "TP": 557.9666666666667, + "n_pred": 689.8, + "n_ref": 1030.6 + }, + "4": { + "Dice": 0.3240777436020301, + "FN": 658.0333333333333, + "FP": 6.566666666666666, + "IoU": 0.26014031185177505, + "TN": 53456.166666666664, + "TP": 492.56666666666666, + "n_pred": 499.1333333333333, + "n_ref": 1150.6 + }, + "5": { + "Dice": 0.007632583234636136, + "FN": 249.16666666666666, + "FP": 0.43333333333333335, + "IoU": 0.003845643813817796, + "TN": 54361.8, + "TP": 1.9333333333333333, + "n_pred": 2.3666666666666667, + "n_ref": 251.1 + }, + "6": { + "Dice": 0.34687390859874, + "FN": 669.5, + "FP": 1110.1333333333334, + "IoU": 0.28527332350625667, + "TN": 51087.433333333334, + "TP": 1746.2666666666667, + "n_pred": 2856.4, + "n_ref": 2415.766666666667 + }, + "7": { + "Dice": 0.054756289951803795, + "FN": 1523.3333333333333, + "FP": 293.5, + "IoU": 0.03960140545885094, + "TN": 52751.5, + "TP": 45.0, + "n_pred": 338.5, + "n_ref": 1568.3333333333333 + }, + "8": { + "Dice": 0.32239897981923965, + "FN": 32.53333333333333, + "FP": 190.23333333333332, + "IoU": 0.26614906680649, + "TN": 54070.26666666667, + "TP": 320.3, + "n_pred": 510.53333333333336, + "n_ref": 352.8333333333333 + }, + "9": { + "Dice": 0.11031630871246238, + "FN": 189.16666666666666, + "FP": 489.73333333333335, + "IoU": 0.07309559239194945, + "TN": 53845.3, + "TP": 89.13333333333334, + "n_pred": 578.8666666666667, + "n_ref": 278.3 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2923, + "IoU": 0.0, + "TN": 46229, + "TP": 0, + "n_pred": 2923, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 39, + "IoU": 0.0, + "TN": 49113, + "TP": 0, + "n_pred": 39, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 208, + "IoU": 0.0, + "TN": 48944, + "TP": 0, + "n_pred": 208, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.3388804841149773, + "FN": 3907, + "FP": 26, + "IoU": 0.2040072859744991, + "TN": 44211, + "TP": 1008, + "n_pred": 1034, + "n_ref": 4915 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 49145, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0001.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0001.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0021.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0021.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 30, + "FP": 0, + "IoU": 0.0, + "TN": 49122, + "TP": 0, + "n_pred": 0, + "n_ref": 30 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 160, + "IoU": 0.0, + "TN": 48992, + "TP": 0, + "n_pred": 160, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.1647909967845659, + "FN": 1751, + "FP": 327, + "IoU": 0.08979413053000437, + "TN": 46869, + "TP": 205, + "n_pred": 532, + "n_ref": 1956 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 65, + "IoU": 0.0, + "TN": 49087, + "TP": 0, + "n_pred": 65, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9052901023890785, + "FN": 880, + "FP": 230, + "IoU": 0.8269680436477007, + "TN": 42737, + "TP": 5305, + "n_pred": 5535, + "n_ref": 6185 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 189, + "IoU": 0.0, + "TN": 48963, + "TP": 0, + "n_pred": 189, + "n_ref": 0 + }, + "8": { + "Dice": 0.36012861736334406, + "FN": 597, + "FP": 0, + "IoU": 0.2196078431372549, + "TN": 48387, + "TP": 168, + "n_pred": 168, + "n_ref": 765 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 606, + "IoU": 0.0, + "TN": 48546, + "TP": 0, + "n_pred": 606, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0044.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0044.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0152046783625731, + "FN": 1599, + "FP": 85, + "IoU": 0.0076605774896876845, + "TN": 63839, + "TP": 13, + "n_pred": 98, + "n_ref": 1612 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 65535, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 3701, + "FP": 12, + "IoU": 0.0, + "TN": 61823, + "TP": 0, + "n_pred": 12, + "n_ref": 3701 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 1533, + "IoU": 0.0, + "TN": 64003, + "TP": 0, + "n_pred": 1533, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.11689691817215728, + "FN": 3187, + "FP": 137, + "IoU": 0.062076749435665914, + "TN": 61992, + "TP": 220, + "n_pred": 357, + "n_ref": 3407 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0049.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0049.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 88, + "IoU": 0.0, + "TN": 81832, + "TP": 0, + "n_pred": 88, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 743, + "FP": 0, + "IoU": 0.0, + "TN": 81177, + "TP": 0, + "n_pred": 0, + "n_ref": 743 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 76, + "IoU": 0.0, + "TN": 81844, + "TP": 0, + "n_pred": 76, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.08426775399252463, + "FN": 2695, + "FP": 0, + "IoU": 0.04398722951401206, + "TN": 79101, + "TP": 124, + "n_pred": 124, + "n_ref": 2819 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.015265166469272272, + "FN": 7475, + "FP": 8, + "IoU": 0.007691287627635592, + "TN": 74379, + "TP": 58, + "n_pred": 66, + "n_ref": 7533 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 4617, + "IoU": 0.0, + "TN": 77303, + "TP": 0, + "n_pred": 4617, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 1851, + "FP": 1440, + "IoU": 0.0, + "TN": 78629, + "TP": 0, + "n_pred": 1440, + "n_ref": 1851 + }, + "8": { + "Dice": 0.4397937518956627, + "FN": 0, + "FP": 1847, + "IoU": 0.2818818040435459, + "TN": 79348, + "TP": 725, + "n_pred": 2572, + "n_ref": 725 + }, + "9": { + "Dice": 0.056636402939904885, + "FN": 114, + "FP": 4250, + "IoU": 0.02914349276974416, + "TN": 77425, + "TP": 131, + "n_pred": 4381, + "n_ref": 245 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0057.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0057.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1526, + "IoU": 0.0, + "TN": 47626, + "TP": 0, + "n_pred": 1526, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1227, + "IoU": 0.0, + "TN": 47925, + "TP": 0, + "n_pred": 1227, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 882, + "IoU": 0.0, + "TN": 48270, + "TP": 0, + "n_pred": 882, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 5483, + "IoU": 0.0, + "TN": 43669, + "TP": 0, + "n_pred": 5483, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0059.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0059.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0076.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0076.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8539665833442968, + "FN": 1466, + "FP": 754, + "IoU": 0.7451498105843187, + "TN": 40441, + "TP": 6491, + "n_pred": 7245, + "n_ref": 7957 + }, + "15": { + "Dice": 0.6453061576992832, + "FN": 0, + "FP": 4107, + "IoU": 0.4763483360958817, + "TN": 41309, + "TP": 3736, + "n_pred": 7843, + "n_ref": 3736 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 49149, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 83, + "IoU": 0.0, + "TN": 49069, + "TP": 0, + "n_pred": 83, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0077.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0077.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7732589853930542, + "FN": 3085, + "FP": 656, + "IoU": 0.6303359683794466, + "TN": 39032, + "TP": 6379, + "n_pred": 7035, + "n_ref": 9464 + }, + "11": { + "Dice": 0.0, + "FN": 6, + "FP": 178, + "IoU": 0.0, + "TN": 48968, + "TP": 0, + "n_pred": 178, + "n_ref": 6 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.3448275862068966, + "FN": 0, + "FP": 228, + "IoU": 0.20833333333333334, + "TN": 48864, + "TP": 60, + "n_pred": 288, + "n_ref": 60 + }, + "7": { + "Dice": 0.13933849401829698, + "FN": 1209, + "FP": 14, + "IoU": 0.07488653555219364, + "TN": 47830, + "TP": 99, + "n_pred": 113, + "n_ref": 1308 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 14, + "IoU": 0.0, + "TN": 49138, + "TP": 0, + "n_pred": 14, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 2605, + "IoU": 0.0, + "TN": 46547, + "TP": 0, + "n_pred": 2605, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0086.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0086.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 114, + "IoU": 0.0, + "TN": 49038, + "TP": 0, + "n_pred": 114, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 6972, + "IoU": 0.0, + "TN": 42180, + "TP": 0, + "n_pred": 6972, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 49151, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.5898916236199737, + "FN": 828, + "FP": 3221, + "IoU": 0.4183306996121247, + "TN": 42191, + "TP": 2912, + "n_pred": 6133, + "n_ref": 3740 + }, + "3": { + "Dice": 0.05286343612334802, + "FN": 643, + "FP": 2, + "IoU": 0.027149321266968326, + "TN": 48489, + "TP": 18, + "n_pred": 20, + "n_ref": 661 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 868, + "IoU": 0.0, + "TN": 48284, + "TP": 0, + "n_pred": 868, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 14145, + "FP": 59, + "IoU": 0.0, + "TN": 34948, + "TP": 0, + "n_pred": 59, + "n_ref": 14145 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0103.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0103.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 650, + "IoU": 0.0, + "TN": 48502, + "TP": 0, + "n_pred": 650, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9544564791856975, + "FN": 543, + "FP": 155, + "IoU": 0.9128806789815277, + "TN": 41140, + "TP": 7314, + "n_pred": 7469, + "n_ref": 7857 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.3875476493011436, + "FN": 5768, + "FP": 16, + "IoU": 0.24034672970843185, + "TN": 41538, + "TP": 1830, + "n_pred": 1846, + "n_ref": 7598 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6314560840385176, + "FN": 277, + "FP": 986, + "IoU": 0.46140724946695094, + "TN": 46807, + "TP": 1082, + "n_pred": 2068, + "n_ref": 1359 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 84, + "IoU": 0.0, + "TN": 49068, + "TP": 0, + "n_pred": 84, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 80, + "IoU": 0.0, + "TN": 49072, + "TP": 0, + "n_pred": 80, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0118.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0118.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1883, + "IoU": 0.0, + "TN": 63653, + "TP": 0, + "n_pred": 1883, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1284, + "IoU": 0.0, + "TN": 64252, + "TP": 0, + "n_pred": 1284, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8897481657743407, + "FN": 3886, + "FP": 1674, + "IoU": 0.8013931059117699, + "TN": 37541, + "TP": 22435, + "n_pred": 24109, + "n_ref": 26321 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 36, + "IoU": 0.0, + "TN": 65500, + "TP": 0, + "n_pred": 36, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 743, + "IoU": 0.0, + "TN": 64793, + "TP": 0, + "n_pred": 743, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0147.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0147.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1834, + "IoU": 0.0, + "TN": 47318, + "TP": 0, + "n_pred": 1834, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 60, + "IoU": 0.0, + "TN": 49092, + "TP": 0, + "n_pred": 60, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 365, + "IoU": 0.0, + "TN": 48787, + "TP": 0, + "n_pred": 365, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 4435, + "IoU": 0.0, + "TN": 44717, + "TP": 0, + "n_pred": 4435, + "n_ref": 0 + }, + "3": { + "Dice": 0.27111654192760043, + "FN": 9540, + "FP": 4, + "IoU": 0.15681597314250376, + "TN": 37833, + "TP": 1775, + "n_pred": 1779, + "n_ref": 11315 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6218721037998146, + "FN": 424, + "FP": 2024, + "IoU": 0.4512441156691325, + "TN": 44691, + "TP": 2013, + "n_pred": 4037, + "n_ref": 2437 + }, + "7": { + "Dice": 0.018968242563586722, + "FN": 13654, + "FP": 0, + "IoU": 0.009574931089511098, + "TN": 35366, + "TP": 132, + "n_pred": 132, + "n_ref": 13786 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0172.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0172.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0185.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0185.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 50, + "IoU": 0.0, + "TN": 65486, + "TP": 0, + "n_pred": 50, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0004289084280506112, + "FN": 4661, + "FP": 0, + "IoU": 0.0002145002145002145, + "TN": 60874, + "TP": 1, + "n_pred": 1, + "n_ref": 4662 + }, + "14": { + "Dice": 0.8510406004776527, + "FN": 4226, + "FP": 140, + "IoU": 0.7407055469770757, + "TN": 48698, + "TP": 12472, + "n_pred": 12612, + "n_ref": 16698 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 51, + "IoU": 0.0, + "TN": 65485, + "TP": 0, + "n_pred": 51, + "n_ref": 0 + }, + "2": { + "Dice": 0.1123882503192848, + "FN": 108, + "FP": 587, + "IoU": 0.05953991880920163, + "TN": 64797, + "TP": 44, + "n_pred": 631, + "n_ref": 152 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 137, + "IoU": 0.0, + "TN": 65399, + "TP": 0, + "n_pred": 137, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 1544, + "FP": 0, + "IoU": 0.0, + "TN": 63992, + "TP": 0, + "n_pred": 0, + "n_ref": 1544 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7379384285495482, + "FN": 355, + "FP": 1356, + "IoU": 0.5847087378640776, + "TN": 61416, + "TP": 2409, + "n_pred": 3765, + "n_ref": 2764 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 973, + "IoU": 0.0, + "TN": 64563, + "TP": 0, + "n_pred": 973, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.4293193717277487, + "FN": 199, + "FP": 19, + "IoU": 0.2733333333333333, + "TN": 65236, + "TP": 82, + "n_pred": 101, + "n_ref": 281 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0193.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0193.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8831899404367968, + "FN": 246, + "FP": 1166, + "IoU": 0.7908148148148149, + "TN": 42402, + "TP": 5338, + "n_pred": 6504, + "n_ref": 5584 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 108, + "FP": 0, + "IoU": 0.0, + "TN": 49044, + "TP": 0, + "n_pred": 0, + "n_ref": 108 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 10, + "IoU": 0.0, + "TN": 49142, + "TP": 0, + "n_pred": 10, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 279, + "IoU": 0.0, + "TN": 48873, + "TP": 0, + "n_pred": 279, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 55, + "IoU": 0.0, + "TN": 49097, + "TP": 0, + "n_pred": 55, + "n_ref": 0 + }, + "7": { + "Dice": 0.18016046681254558, + "FN": 4482, + "FP": 14, + "IoU": 0.09899799599198397, + "TN": 44162, + "TP": 494, + "n_pred": 508, + "n_ref": 4976 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0197.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0197.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 298, + "IoU": 0.0, + "TN": 65238, + "TP": 0, + "n_pred": 298, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.560966402416006, + "FN": 5815, + "FP": 0, + "IoU": 0.3898216159496327, + "TN": 56006, + "TP": 3715, + "n_pred": 3715, + "n_ref": 9530 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 873, + "IoU": 0.0, + "TN": 64663, + "TP": 0, + "n_pred": 873, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6453952139231327, + "FN": 467, + "FP": 22, + "IoU": 0.47644539614561027, + "TN": 64602, + "TP": 445, + "n_pred": 467, + "n_ref": 912 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 2297, + "IoU": 0.0, + "TN": 63239, + "TP": 0, + "n_pred": 2297, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0230.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0230.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5036484514350575, + "FN": 2998, + "FP": 63, + "IoU": 0.3365843086259211, + "TN": 44538, + "TP": 1553, + "n_pred": 1616, + "n_ref": 4551 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 520, + "IoU": 0.0, + "TN": 48632, + "TP": 0, + "n_pred": 520, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 781, + "FP": 0, + "IoU": 0.0, + "TN": 48371, + "TP": 0, + "n_pred": 0, + "n_ref": 781 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 26, + "IoU": 0.0, + "TN": 49126, + "TP": 0, + "n_pred": 26, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 171, + "IoU": 0.0, + "TN": 48981, + "TP": 0, + "n_pred": 171, + "n_ref": 0 + }, + "3": { + "Dice": 0.7576549273696311, + "FN": 263, + "FP": 2056, + "IoU": 0.6098586810228802, + "TN": 43208, + "TP": 3625, + "n_pred": 5681, + "n_ref": 3888 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 118, + "IoU": 0.0, + "TN": 49034, + "TP": 0, + "n_pred": 118, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0248.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0248.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5582329317269076, + "FN": 220, + "FP": 0, + "IoU": 0.3871866295264624, + "TN": 48793, + "TP": 139, + "n_pred": 139, + "n_ref": 359 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6815495732107683, + "FN": 1688, + "FP": 252, + "IoU": 0.5169322709163346, + "TN": 45136, + "TP": 2076, + "n_pred": 2328, + "n_ref": 3764 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 49145, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 389, + "IoU": 0.0, + "TN": 48763, + "TP": 0, + "n_pred": 389, + "n_ref": 0 + }, + "3": { + "Dice": 0.8478718921196797, + "FN": 323, + "FP": 38, + "IoU": 0.7359180687637161, + "TN": 47785, + "TP": 1006, + "n_pred": 1044, + "n_ref": 1329 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 788, + "IoU": 0.0, + "TN": 48364, + "TP": 0, + "n_pred": 788, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 3707, + "FP": 0, + "IoU": 0.0, + "TN": 45445, + "TP": 0, + "n_pred": 0, + "n_ref": 3707 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0249.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0249.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.922143878506977, + "FN": 1398, + "FP": 181, + "IoU": 0.8555352241537054, + "TN": 54606, + "TP": 9351, + "n_pred": 9532, + "n_ref": 10749 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8735632183908046, + "FN": 41, + "FP": 1103, + "IoU": 0.7755102040816326, + "TN": 60440, + "TP": 3952, + "n_pred": 5055, + "n_ref": 3993 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 500, + "IoU": 0.0, + "TN": 65036, + "TP": 0, + "n_pred": 500, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 34, + "IoU": 0.0, + "TN": 65502, + "TP": 0, + "n_pred": 34, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0263.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0263.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 49147, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9823346033945272, + "FN": 277, + "FP": 29, + "IoU": 0.9652825051055139, + "TN": 40338, + "TP": 8508, + "n_pred": 8537, + "n_ref": 8785 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0272.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0272.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.10475325461701483, + "FN": 2957, + "FP": 0, + "IoU": 0.05527156549520767, + "TN": 46022, + "TP": 173, + "n_pred": 173, + "n_ref": 3130 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 93, + "IoU": 0.0, + "TN": 49059, + "TP": 0, + "n_pred": 93, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0279.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0279.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7167955024595924, + "FN": 1980, + "FP": 35, + "IoU": 0.5585980284775466, + "TN": 60971, + "TP": 2550, + "n_pred": 2585, + "n_ref": 4530 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.7260774888039772, + "FN": 6661, + "FP": 6, + "IoU": 0.5699542024124363, + "TN": 50033, + "TP": 8836, + "n_pred": 8842, + "n_ref": 15497 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 350, + "IoU": 0.0, + "TN": 65186, + "TP": 0, + "n_pred": 350, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 1734, + "IoU": 0.0, + "TN": 63802, + "TP": 0, + "n_pred": 1734, + "n_ref": 0 + }, + "7": { + "Dice": 0.7566585956416465, + "FN": 399, + "FP": 3, + "IoU": 0.6085686465433301, + "TN": 64509, + "TP": 625, + "n_pred": 628, + "n_ref": 1024 + }, + "8": { + "Dice": 0.7969348659003831, + "FN": 102, + "FP": 4, + "IoU": 0.6624203821656051, + "TN": 65222, + "TP": 208, + "n_pred": 212, + "n_ref": 310 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0297.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0297.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 104, + "IoU": 0.0, + "TN": 65432, + "TP": 0, + "n_pred": 104, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 784, + "FP": 0, + "IoU": 0.0, + "TN": 64752, + "TP": 0, + "n_pred": 0, + "n_ref": 784 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 4764, + "IoU": 0.0, + "TN": 60772, + "TP": 0, + "n_pred": 4764, + "n_ref": 0 + }, + "3": { + "Dice": 0.9489268587923088, + "FN": 715, + "FP": 382, + "IoU": 0.9028171509567683, + "TN": 54248, + "TP": 10191, + "n_pred": 10573, + "n_ref": 10906 + }, + "4": { + "Dice": 0.63477493380406, + "FN": 4138, + "FP": 0, + "IoU": 0.46495991724851304, + "TN": 57802, + "TP": 3596, + "n_pred": 3596, + "n_ref": 7734 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 1729, + "IoU": 0.0, + "TN": 63807, + "TP": 0, + "n_pred": 1729, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 45, + "IoU": 0.0, + "TN": 65491, + "TP": 0, + "n_pred": 45, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 783, + "IoU": 0.0, + "TN": 64753, + "TP": 0, + "n_pred": 783, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0299.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0299.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 49149, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.012066365007541479, + "FN": 634, + "FP": 21, + "IoU": 0.006069802731411229, + "TN": 48493, + "TP": 4, + "n_pred": 25, + "n_ref": 638 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 186, + "IoU": 0.0, + "TN": 48966, + "TP": 0, + "n_pred": 186, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 2148, + "IoU": 0.0, + "TN": 47004, + "TP": 0, + "n_pred": 2148, + "n_ref": 0 + }, + "9": { + "Dice": 0.6106267029972752, + "FN": 2175, + "FP": 683, + "IoU": 0.43949794077270055, + "TN": 44053, + "TP": 2241, + "n_pred": 2924, + "n_ref": 4416 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0307.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0307.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 80, + "IoU": 0.0, + "TN": 49072, + "TP": 0, + "n_pred": 80, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 497, + "IoU": 0.0, + "TN": 48655, + "TP": 0, + "n_pred": 497, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 1558, + "IoU": 0.0, + "TN": 47594, + "TP": 0, + "n_pred": 1558, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.16734263014611922, + "FN": 9036, + "FP": 5951, + "IoU": 0.09131146547019948, + "TN": 32659, + "TP": 1506, + "n_pred": 7457, + "n_ref": 10542 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 32, + "IoU": 0.0, + "TN": 49120, + "TP": 0, + "n_pred": 32, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 52, + "IoU": 0.0, + "TN": 49100, + "TP": 0, + "n_pred": 52, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0349.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0349.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9268470659775008, + "FN": 660, + "FP": 543, + "IoU": 0.8636672710788758, + "TN": 56712, + "TP": 7621, + "n_pred": 8164, + "n_ref": 8281 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 4, + "FP": 0, + "IoU": 0.0, + "TN": 65532, + "TP": 0, + "n_pred": 0, + "n_ref": 4 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 50, + "IoU": 0.0, + "TN": 65486, + "TP": 0, + "n_pred": 50, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 65528, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 2499, + "FP": 0, + "IoU": 0.0, + "TN": 63037, + "TP": 0, + "n_pred": 0, + "n_ref": 2499 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8626384559262453, + "FN": 636, + "FP": 1435, + "IoU": 0.758455796594355, + "TN": 56962, + "TP": 6503, + "n_pred": 7938, + "n_ref": 7139 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1831, + "IoU": 0.0, + "TN": 63705, + "TP": 0, + "n_pred": 1831, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0351.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0351.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.03779741672331747, + "FN": 7077, + "FP": 0, + "IoU": 0.019262749445676276, + "TN": 41936, + "TP": 139, + "n_pred": 139, + "n_ref": 7216 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 6055, + "IoU": 0.0, + "TN": 43097, + "TP": 0, + "n_pred": 6055, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0362.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0362.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 4394, + "FP": 0, + "IoU": 0.0, + "TN": 44758, + "TP": 0, + "n_pred": 0, + "n_ref": 4394 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9591474245115453, + "FN": 176, + "FP": 307, + "IoU": 0.9215017064846417, + "TN": 42999, + "TP": 5670, + "n_pred": 5977, + "n_ref": 5846 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 33, + "IoU": 0.0, + "TN": 49119, + "TP": 0, + "n_pred": 33, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0400.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0400.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.4696094291657037, + "FN": 346, + "FP": 1949, + "IoU": 0.3068559347629115, + "TN": 45841, + "TP": 1016, + "n_pred": 2965, + "n_ref": 1362 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 279, + "IoU": 0.0, + "TN": 48873, + "TP": 0, + "n_pred": 279, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 6253, + "FP": 21, + "IoU": 0.0, + "TN": 42878, + "TP": 0, + "n_pred": 21, + "n_ref": 6253 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0410.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0410.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": 0.22564127798182498, + "FN": 342.3111111111111, + "FP": 314.4377777777778, + "IoU": 0.1841455691400972, + "TN": 53447.8888888889, + "TP": 508.6955555555556, + "n_pred": 823.1333333333334, + "n_ref": 851.0066666666667 + }, + "mean": { + "1": { + "Dice": 0.17717203677484225, + "FN": 65.93333333333334, + "FP": 600.7666666666667, + "IoU": 0.1622992619360828, + "TN": 53007.433333333334, + "TP": 939.2, + "n_pred": 1539.9666666666667, + "n_ref": 1005.1333333333333 + }, + "10": { + "Dice": 0.10626378704487276, + "FN": 97.7, + "FP": 185.83333333333334, + "IoU": 0.09110684332633483, + "TN": 53972.13333333333, + "TP": 357.6666666666667, + "n_pred": 543.5, + "n_ref": 455.3666666666667 + }, + "11": { + "Dice": 0.0, + "FN": 112.26666666666667, + "FP": 2.2333333333333334, + "IoU": 0.0, + "TN": 54498.833333333336, + "TP": 0.0, + "n_pred": 2.2333333333333334, + "n_ref": 112.26666666666667 + }, + "12": { + "Dice": 0.18295044304224015, + "FN": 37.4, + "FP": 39.5, + "IoU": 0.14484071640454843, + "TN": 54486.36666666667, + "TP": 50.06666666666667, + "n_pred": 89.56666666666666, + "n_ref": 87.46666666666667 + }, + "13": { + "Dice": 0.0, + "FN": 135.63333333333333, + "FP": 1.2666666666666666, + "IoU": 0.0, + "TN": 54476.433333333334, + "TP": 0.0, + "n_pred": 1.2666666666666666, + "n_ref": 135.63333333333333 + }, + "14": { + "Dice": 0.37454855007774374, + "FN": 41.5, + "FP": 820.6, + "IoU": 0.3271609357767664, + "TN": 52473.9, + "TP": 1277.3333333333333, + "n_pred": 2097.9333333333334, + "n_ref": 1318.8333333333333 + }, + "15": { + "Dice": 0.3029124122247354, + "FN": 332.06666666666666, + "FP": 143.06666666666666, + "IoU": 0.24027345805094816, + "TN": 53779.13333333333, + "TP": 359.06666666666666, + "n_pred": 502.1333333333333, + "n_ref": 691.1333333333333 + }, + "2": { + "Dice": 0.1535775235160247, + "FN": 735.9, + "FP": 227.26666666666668, + "IoU": 0.11245342044364078, + "TN": 53493.13333333333, + "TP": 157.03333333333333, + "n_pred": 384.3, + "n_ref": 892.9333333333333 + }, + "3": { + "Dice": 0.2704009933425986, + "FN": 123.13333333333334, + "FP": 502.7, + "IoU": 0.23629334956690612, + "TN": 53023.8, + "TP": 963.7, + "n_pred": 1466.4, + "n_ref": 1086.8333333333333 + }, + "4": { + "Dice": 0.4767700280910191, + "FN": 341.06666666666666, + "FP": 25.9, + "IoU": 0.39623711486785307, + "TN": 53824.833333333336, + "TP": 421.53333333333336, + "n_pred": 447.43333333333334, + "n_ref": 762.6 + }, + "5": { + "Dice": 0.2678843909439365, + "FN": 176.96666666666667, + "FP": 33.2, + "IoU": 0.18593005077884095, + "TN": 54334.76666666667, + "TP": 68.4, + "n_pred": 101.6, + "n_ref": 245.36666666666667 + }, + "6": { + "Dice": 0.25989546868357666, + "FN": 755.7666666666667, + "FP": 1212.2333333333333, + "IoU": 0.20235723551964946, + "TN": 51027.933333333334, + "TP": 1617.4, + "n_pred": 2829.633333333333, + "n_ref": 2373.1666666666665 + }, + "7": { + "Dice": 0.09027393647857643, + "FN": 985.6333333333333, + "FP": 408.96666666666664, + "IoU": 0.058432675956477484, + "TN": 52937.1, + "TP": 281.6333333333333, + "n_pred": 690.6, + "n_ref": 1267.2666666666667 + }, + "8": { + "Dice": 0.6092103417745472, + "FN": 854.3666666666667, + "FP": 207.4, + "IoU": 0.5136835496442002, + "TN": 52621.6, + "TP": 929.9666666666667, + "n_pred": 1137.3666666666666, + "n_ref": 1784.3333333333333 + }, + "9": { + "Dice": 0.11275925773266139, + "FN": 339.3333333333333, + "FP": 305.6333333333333, + "IoU": 0.09111492482920952, + "TN": 53760.933333333334, + "TP": 207.43333333333334, + "n_pred": 513.0666666666667, + "n_ref": 546.7666666666667 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.584880739647269, + "FN": 17, + "FP": 5326, + "IoU": 0.4133084440540244, + "TN": 40045, + "TP": 3764, + "n_pred": 9090, + "n_ref": 3781 + }, + "15": { + "Dice": 0.7119150348489878, + "FN": 2588, + "FP": 884, + "IoU": 0.5526926049987116, + "TN": 41390, + "TP": 4290, + "n_pred": 5174, + "n_ref": 6878 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0005.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0005.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4947526236881559, + "FN": 337, + "FP": 0, + "IoU": 0.3286852589641434, + "TN": 65034, + "TP": 165, + "n_pred": 165, + "n_ref": 502 + }, + "10": { + "Dice": 0.0, + "FN": 2, + "FP": 2, + "IoU": 0.0, + "TN": 65532, + "TP": 0, + "n_pred": 2, + "n_ref": 2 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.030710172744721688, + "FN": 7, + "FP": 498, + "IoU": 0.015594541910331383, + "TN": 65023, + "TP": 8, + "n_pred": 506, + "n_ref": 15 + }, + "15": { + "Dice": 0.0, + "FN": 733, + "FP": 0, + "IoU": 0.0, + "TN": 64803, + "TP": 0, + "n_pred": 0, + "n_ref": 733 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1406, + "IoU": 0.0, + "TN": 64130, + "TP": 0, + "n_pred": 1406, + "n_ref": 0 + }, + "3": { + "Dice": 0.8437528604118993, + "FN": 1268, + "FP": 2146, + "IoU": 0.7297340088663711, + "TN": 52904, + "TP": 9218, + "n_pred": 11364, + "n_ref": 10486 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9090909090909091, + "FN": 1, + "FP": 0, + "IoU": 0.8333333333333334, + "TN": 65530, + "TP": 5, + "n_pred": 5, + "n_ref": 6 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0014.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0014.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9353126554984242, + "FN": 1220, + "FP": 340, + "IoU": 0.8784857454432154, + "TN": 36314, + "TP": 11278, + "n_pred": 11618, + "n_ref": 12498 + }, + "10": { + "Dice": 0.0, + "FN": 10, + "FP": 489, + "IoU": 0.0, + "TN": 48653, + "TP": 0, + "n_pred": 489, + "n_ref": 10 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 57, + "IoU": 0.0, + "TN": 49095, + "TP": 0, + "n_pred": 57, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 281, + "IoU": 0.0, + "TN": 48871, + "TP": 0, + "n_pred": 281, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 626, + "FP": 0, + "IoU": 0.0, + "TN": 48526, + "TP": 0, + "n_pred": 0, + "n_ref": 626 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0015.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0015.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 3100, + "IoU": 0.0, + "TN": 62436, + "TP": 0, + "n_pred": 3100, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.24060032830454153, + "FN": 111, + "FP": 9604, + "IoU": 0.13675137728807535, + "TN": 54282, + "TP": 1539, + "n_pred": 11143, + "n_ref": 1650 + }, + "15": { + "Dice": 0.5324745034889963, + "FN": 2934, + "FP": 2292, + "IoU": 0.36283833211411853, + "TN": 57334, + "TP": 2976, + "n_pred": 5268, + "n_ref": 5910 + }, + "2": { + "Dice": 0.3891566265060241, + "FN": 6084, + "FP": 0, + "IoU": 0.24158563949139866, + "TN": 57514, + "TP": 1938, + "n_pred": 1938, + "n_ref": 8022 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 16, + "IoU": 0.0, + "TN": 65520, + "TP": 0, + "n_pred": 16, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 453, + "IoU": 0.0, + "TN": 65083, + "TP": 0, + "n_pred": 453, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0016.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0016.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9670696123384743, + "FN": 548, + "FP": 321, + "IoU": 0.9362389023405973, + "TN": 35523, + "TP": 12760, + "n_pred": 13081, + "n_ref": 13308 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0038.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0038.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1088, + "IoU": 0.0, + "TN": 48064, + "TP": 0, + "n_pred": 1088, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 49151, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8022290331568682, + "FN": 86, + "FP": 3463, + "IoU": 0.6697683074346329, + "TN": 38405, + "TP": 7198, + "n_pred": 10661, + "n_ref": 7284 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 804, + "IoU": 0.0, + "TN": 48348, + "TP": 0, + "n_pred": 804, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 156, + "IoU": 0.0, + "TN": 48996, + "TP": 0, + "n_pred": 156, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 70, + "IoU": 0.0, + "TN": 49082, + "TP": 0, + "n_pred": 70, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0067.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0067.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 49150, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 37, + "IoU": 0.0, + "TN": 49115, + "TP": 0, + "n_pred": 37, + "n_ref": 0 + }, + "12": { + "Dice": 0.6831712348953728, + "FN": 962, + "FP": 113, + "IoU": 0.518800358102059, + "TN": 46918, + "TP": 1159, + "n_pred": 1272, + "n_ref": 2121 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 168, + "IoU": 0.0, + "TN": 48984, + "TP": 0, + "n_pred": 168, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 128, + "FP": 41, + "IoU": 0.0, + "TN": 48983, + "TP": 0, + "n_pred": 41, + "n_ref": 128 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.18434572378362044, + "FN": 5375, + "FP": 23, + "IoU": 0.10153129161118508, + "TN": 43144, + "TP": 610, + "n_pred": 633, + "n_ref": 5985 + }, + "7": { + "Dice": 0.013513513513513514, + "FN": 19, + "FP": 127, + "IoU": 0.006802721088435374, + "TN": 49005, + "TP": 1, + "n_pred": 128, + "n_ref": 20 + }, + "8": { + "Dice": 0.7418397626112759, + "FN": 86, + "FP": 1, + "IoU": 0.589622641509434, + "TN": 48940, + "TP": 125, + "n_pred": 126, + "n_ref": 211 + }, + "9": { + "Dice": 0.36417489421720733, + "FN": 4404, + "FP": 104, + "IoU": 0.22262459044662872, + "TN": 43353, + "TP": 1291, + "n_pred": 1395, + "n_ref": 5695 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0069.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0069.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 128, + "IoU": 0.0, + "TN": 49024, + "TP": 0, + "n_pred": 128, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 4497, + "IoU": 0.0, + "TN": 44655, + "TP": 0, + "n_pred": 4497, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1891, + "IoU": 0.0, + "TN": 47261, + "TP": 0, + "n_pred": 1891, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 316, + "IoU": 0.0, + "TN": 48836, + "TP": 0, + "n_pred": 316, + "n_ref": 0 + }, + "7": { + "Dice": 0.2115604731018695, + "FN": 8266, + "FP": 0, + "IoU": 0.11829333333333333, + "TN": 39777, + "TP": 1109, + "n_pred": 1109, + "n_ref": 9375 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0084.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0084.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 536, + "IoU": 0.0, + "TN": 48616, + "TP": 0, + "n_pred": 536, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 1296, + "FP": 0, + "IoU": 0.0, + "TN": 47856, + "TP": 0, + "n_pred": 0, + "n_ref": 1296 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.857539958304378, + "FN": 196, + "FP": 9, + "IoU": 0.7506082725060828, + "TN": 48330, + "TP": 617, + "n_pred": 626, + "n_ref": 813 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 86, + "IoU": 0.0, + "TN": 49066, + "TP": 0, + "n_pred": 86, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8751804909353441, + "FN": 617, + "FP": 939, + "IoU": 0.7780630437883326, + "TN": 42141, + "TP": 5455, + "n_pred": 6394, + "n_ref": 6072 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0111.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0111.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9748123202132885, + "FN": 237, + "FP": 122, + "IoU": 0.9508623049548316, + "TN": 58230, + "TP": 6947, + "n_pred": 7069, + "n_ref": 7184 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7804323094425484, + "FN": 160, + "FP": 33, + "IoU": 0.6399253731343284, + "TN": 65000, + "TP": 343, + "n_pred": 376, + "n_ref": 503 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 538, + "IoU": 0.0, + "TN": 64998, + "TP": 0, + "n_pred": 538, + "n_ref": 0 + }, + "3": { + "Dice": 0.85234756745273, + "FN": 681, + "FP": 709, + "IoU": 0.7426878933728249, + "TN": 60134, + "TP": 4012, + "n_pred": 4721, + "n_ref": 4693 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 72, + "IoU": 0.0, + "TN": 65464, + "TP": 0, + "n_pred": 72, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0134.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0134.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 3704, + "IoU": 0.0, + "TN": 45448, + "TP": 0, + "n_pred": 3704, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 699, + "IoU": 0.0, + "TN": 48453, + "TP": 0, + "n_pred": 699, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 10184, + "FP": 2942, + "IoU": 0.0, + "TN": 36026, + "TP": 0, + "n_pred": 2942, + "n_ref": 10184 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 81, + "IoU": 0.0, + "TN": 49071, + "TP": 0, + "n_pred": 81, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0159.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0159.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1088, + "IoU": 0.0, + "TN": 64448, + "TP": 0, + "n_pred": 1088, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 906, + "IoU": 0.0, + "TN": 64630, + "TP": 0, + "n_pred": 906, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 3492, + "FP": 0, + "IoU": 0.0, + "TN": 62044, + "TP": 0, + "n_pred": 0, + "n_ref": 3492 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0161.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0161.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 137, + "IoU": 0.0, + "TN": 81783, + "TP": 0, + "n_pred": 137, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 983, + "IoU": 0.0, + "TN": 80937, + "TP": 0, + "n_pred": 983, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 20, + "IoU": 0.0, + "TN": 81900, + "TP": 0, + "n_pred": 20, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 238, + "IoU": 0.0, + "TN": 81682, + "TP": 0, + "n_pred": 238, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 37, + "IoU": 0.0, + "TN": 81883, + "TP": 0, + "n_pred": 37, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 2510, + "IoU": 0.0, + "TN": 79410, + "TP": 0, + "n_pred": 2510, + "n_ref": 0 + }, + "15": { + "Dice": 0.012203389830508475, + "FN": 2900, + "FP": 14, + "IoU": 0.006139154160982265, + "TN": 78988, + "TP": 18, + "n_pred": 32, + "n_ref": 2918 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9420393926959376, + "FN": 700, + "FP": 430, + "IoU": 0.89042955493067, + "TN": 71607, + "TP": 9183, + "n_pred": 9613, + "n_ref": 9883 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6172472387425658, + "FN": 1429, + "FP": 373, + "IoU": 0.4463901689708141, + "TN": 78665, + "TP": 1453, + "n_pred": 1826, + "n_ref": 2882 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 4438, + "IoU": 0.0, + "TN": 77482, + "TP": 0, + "n_pred": 4438, + "n_ref": 0 + }, + "7": { + "Dice": 0.5880650994575045, + "FN": 1662, + "FP": 1755, + "IoU": 0.41649590163934425, + "TN": 76064, + "TP": 2439, + "n_pred": 4194, + "n_ref": 4101 + }, + "8": { + "Dice": 0.9280300489637132, + "FN": 673, + "FP": 400, + "IoU": 0.8657239394318609, + "TN": 73929, + "TP": 6918, + "n_pred": 7318, + "n_ref": 7591 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 214, + "IoU": 0.0, + "TN": 81706, + "TP": 0, + "n_pred": 214, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0171.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0171.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 18, + "IoU": 0.0, + "TN": 49134, + "TP": 0, + "n_pred": 18, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 40, + "IoU": 0.0, + "TN": 49112, + "TP": 0, + "n_pred": 40, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1001, + "IoU": 0.0, + "TN": 48151, + "TP": 0, + "n_pred": 1001, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 76, + "IoU": 0.0, + "TN": 49076, + "TP": 0, + "n_pred": 76, + "n_ref": 0 + }, + "6": { + "Dice": 0.5121352604308699, + "FN": 1007, + "FP": 782, + "IoU": 0.34420821114369504, + "TN": 46424, + "TP": 939, + "n_pred": 1721, + "n_ref": 1946 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 4020, + "IoU": 0.0, + "TN": 45132, + "TP": 0, + "n_pred": 4020, + "n_ref": 0 + }, + "8": { + "Dice": 0.6904761904761905, + "FN": 22, + "FP": 4, + "IoU": 0.5272727272727272, + "TN": 49097, + "TP": 29, + "n_pred": 33, + "n_ref": 51 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0175.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0175.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1137, + "IoU": 0.0, + "TN": 48015, + "TP": 0, + "n_pred": 1137, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 49150, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0024929884699283265, + "FN": 6402, + "FP": 0, + "IoU": 0.0012480499219968799, + "TN": 42742, + "TP": 8, + "n_pred": 8, + "n_ref": 6410 + }, + "5": { + "Dice": 0.14638409438496833, + "FN": 3692, + "FP": 215, + "IoU": 0.07897218293257897, + "TN": 44910, + "TP": 335, + "n_pred": 550, + "n_ref": 4027 + }, + "6": { + "Dice": 0.03480384674095558, + "FN": 51, + "FP": 6272, + "IoU": 0.017710113406866554, + "TN": 42715, + "TP": 114, + "n_pred": 6386, + "n_ref": 165 + }, + "7": { + "Dice": 0.0, + "FN": 294, + "FP": 1218, + "IoU": 0.0, + "TN": 47640, + "TP": 0, + "n_pred": 1218, + "n_ref": 294 + }, + "8": { + "Dice": 0.5975364724381934, + "FN": 4360, + "FP": 247, + "IoU": 0.42606204061293135, + "TN": 41125, + "TP": 3420, + "n_pred": 3667, + "n_ref": 7780 + }, + "9": { + "Dice": 0.0, + "FN": 69, + "FP": 4801, + "IoU": 0.0, + "TN": 44282, + "TP": 0, + "n_pred": 4801, + "n_ref": 69 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0180.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0180.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 5222, + "IoU": 0.0, + "TN": 43930, + "TP": 0, + "n_pred": 5222, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 2072, + "FP": 0, + "IoU": 0.0, + "TN": 47080, + "TP": 0, + "n_pred": 0, + "n_ref": 2072 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 11, + "IoU": 0.0, + "TN": 49141, + "TP": 0, + "n_pred": 11, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.39025740381954055, + "FN": 2203, + "FP": 0, + "IoU": 0.24243466299862448, + "TN": 46244, + "TP": 705, + "n_pred": 705, + "n_ref": 2908 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 811, + "IoU": 0.0, + "TN": 48341, + "TP": 0, + "n_pred": 811, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.936026936026936, + "FN": 486, + "FP": 198, + "IoU": 0.879746835443038, + "TN": 43464, + "TP": 5004, + "n_pred": 5202, + "n_ref": 5490 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 72, + "IoU": 0.0, + "TN": 49080, + "TP": 0, + "n_pred": 72, + "n_ref": 0 + }, + "8": { + "Dice": 0.6879856161304823, + "FN": 9718, + "FP": 0, + "IoU": 0.5243735317149569, + "TN": 28720, + "TP": 10714, + "n_pred": 10714, + "n_ref": 20432 + }, + "9": { + "Dice": 0.0, + "FN": 947, + "FP": 0, + "IoU": 0.0, + "TN": 48205, + "TP": 0, + "n_pred": 0, + "n_ref": 947 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0181.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0181.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 260, + "IoU": 0.0, + "TN": 48892, + "TP": 0, + "n_pred": 260, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9342641070389761, + "FN": 122, + "FP": 782, + "IoU": 0.8766375545851528, + "TN": 41824, + "TP": 6424, + "n_pred": 7206, + "n_ref": 6546 + }, + "15": { + "Dice": 0.8637939574046558, + "FN": 807, + "FP": 293, + "IoU": 0.7602441150828247, + "TN": 44564, + "TP": 3488, + "n_pred": 3781, + "n_ref": 4295 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 507, + "IoU": 0.0, + "TN": 48645, + "TP": 0, + "n_pred": 507, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 1578, + "FP": 75, + "IoU": 0.0, + "TN": 47499, + "TP": 0, + "n_pred": 75, + "n_ref": 1578 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 10, + "IoU": 0.0, + "TN": 49142, + "TP": 0, + "n_pred": 10, + "n_ref": 0 + }, + "8": { + "Dice": 0.7858942065491183, + "FN": 252, + "FP": 3, + "IoU": 0.6473029045643154, + "TN": 48429, + "TP": 468, + "n_pred": 471, + "n_ref": 720 + }, + "9": { + "Dice": 0.8761769408420679, + "FN": 1262, + "FP": 132, + "IoU": 0.7796395826746759, + "TN": 42826, + "TP": 4932, + "n_pred": 5064, + "n_ref": 6194 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0188.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0188.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.1057347670250896, + "FN": 998, + "FP": 0, + "IoU": 0.05581835383159887, + "TN": 48095, + "TP": 59, + "n_pred": 59, + "n_ref": 1057 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0190.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0190.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 11, + "IoU": 0.0, + "TN": 49141, + "TP": 0, + "n_pred": 11, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 236, + "IoU": 0.0, + "TN": 48916, + "TP": 0, + "n_pred": 236, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9178750795784113, + "FN": 897, + "FP": 264, + "IoU": 0.8482154530003922, + "TN": 41503, + "TP": 6488, + "n_pred": 6752, + "n_ref": 7385 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.5146088595664468, + "FN": 1, + "FP": 514, + "IoU": 0.3464467005076142, + "TN": 48364, + "TP": 273, + "n_pred": 787, + "n_ref": 274 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 1123, + "IoU": 0.0, + "TN": 48029, + "TP": 0, + "n_pred": 1123, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0217.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0217.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 293, + "IoU": 0.0, + "TN": 65243, + "TP": 0, + "n_pred": 293, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0224.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0224.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 29, + "IoU": 0.0, + "TN": 49123, + "TP": 0, + "n_pred": 29, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 226, + "IoU": 0.0, + "TN": 48926, + "TP": 0, + "n_pred": 226, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 18, + "IoU": 0.0, + "TN": 49134, + "TP": 0, + "n_pred": 18, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 2869, + "IoU": 0.0, + "TN": 46283, + "TP": 0, + "n_pred": 2869, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0226.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0226.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9534188250798317, + "FN": 724, + "FP": 195, + "IoU": 0.9109841146842309, + "TN": 38828, + "TP": 9405, + "n_pred": 9600, + "n_ref": 10129 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 376, + "IoU": 0.0, + "TN": 48776, + "TP": 0, + "n_pred": 376, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 201, + "FP": 1, + "IoU": 0.0, + "TN": 48950, + "TP": 0, + "n_pred": 1, + "n_ref": 201 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.5, + "FN": 20, + "FP": 0, + "IoU": 0.3333333333333333, + "TN": 49122, + "TP": 10, + "n_pred": 10, + "n_ref": 30 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 925, + "IoU": 0.0, + "TN": 48227, + "TP": 0, + "n_pred": 925, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0242.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0242.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 16, + "IoU": 0.0, + "TN": 49136, + "TP": 0, + "n_pred": 16, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1730, + "IoU": 0.0, + "TN": 47422, + "TP": 0, + "n_pred": 1730, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.2059762935623536, + "FN": 11171, + "FP": 16, + "IoU": 0.11481247032758347, + "TN": 36514, + "TP": 1451, + "n_pred": 1467, + "n_ref": 12622 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1896, + "IoU": 0.0, + "TN": 47256, + "TP": 0, + "n_pred": 1896, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7734104701945437, + "FN": 1226, + "FP": 6764, + "IoU": 0.6305373161934709, + "TN": 27526, + "TP": 13636, + "n_pred": 20400, + "n_ref": 14862 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 330, + "IoU": 0.0, + "TN": 48822, + "TP": 0, + "n_pred": 330, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0264.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0264.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.5342741935483871, + "FN": 2195, + "FP": 115, + "IoU": 0.36451169188445665, + "TN": 45517, + "TP": 1325, + "n_pred": 1440, + "n_ref": 3520 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 490, + "IoU": 0.0, + "TN": 48662, + "TP": 0, + "n_pred": 490, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 185, + "IoU": 0.0, + "TN": 48967, + "TP": 0, + "n_pred": 185, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0296.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0296.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 343, + "IoU": 0.0, + "TN": 48809, + "TP": 0, + "n_pred": 343, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 10, + "IoU": 0.0, + "TN": 49142, + "TP": 0, + "n_pred": 10, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 2423, + "FP": 0, + "IoU": 0.0, + "TN": 46729, + "TP": 0, + "n_pred": 0, + "n_ref": 2423 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2725, + "IoU": 0.0, + "TN": 46427, + "TP": 0, + "n_pred": 2725, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 10, + "IoU": 0.0, + "TN": 49142, + "TP": 0, + "n_pred": 10, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0302.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0302.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 49147, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 11, + "IoU": 0.0, + "TN": 49141, + "TP": 0, + "n_pred": 11, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 49145, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "8": { + "Dice": 0.842167487684729, + "FN": 290, + "FP": 511, + "IoU": 0.7273655547991831, + "TN": 46214, + "TP": 2137, + "n_pred": 2648, + "n_ref": 2427 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0320.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0320.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9613910993221338, + "FN": 46, + "FP": 740, + "IoU": 0.9256526674233825, + "TN": 54964, + "TP": 9786, + "n_pred": 10526, + "n_ref": 9832 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1657, + "IoU": 0.0, + "TN": 63879, + "TP": 0, + "n_pred": 1657, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9348286077020737, + "FN": 354, + "FP": 570, + "IoU": 0.877632101708383, + "TN": 57985, + "TP": 6627, + "n_pred": 7197, + "n_ref": 6981 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 65531, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 132, + "IoU": 0.0, + "TN": 65404, + "TP": 0, + "n_pred": 132, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3362, + "IoU": 0.0, + "TN": 62174, + "TP": 0, + "n_pred": 3362, + "n_ref": 0 + }, + "4": { + "Dice": 0.9703586693923063, + "FN": 270, + "FP": 368, + "IoU": 0.9424239689558704, + "TN": 54455, + "TP": 10443, + "n_pred": 10811, + "n_ref": 10713 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.45454545454545453, + "FN": 0, + "FP": 24, + "IoU": 0.29411764705882354, + "TN": 65502, + "TP": 10, + "n_pred": 34, + "n_ref": 10 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 10, + "IoU": 0.0, + "TN": 65526, + "TP": 0, + "n_pred": 10, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0321.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0321.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 10, + "IoU": 0.0, + "TN": 65526, + "TP": 0, + "n_pred": 10, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 3868, + "FP": 0, + "IoU": 0.0, + "TN": 61668, + "TP": 0, + "n_pred": 0, + "n_ref": 3868 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.298867373036171, + "FN": 1918, + "FP": 1, + "IoU": 0.17568728522336768, + "TN": 63208, + "TP": 409, + "n_pred": 410, + "n_ref": 2327 + }, + "5": { + "Dice": 0.0, + "FN": 131, + "FP": 0, + "IoU": 0.0, + "TN": 65405, + "TP": 0, + "n_pred": 0, + "n_ref": 131 + }, + "6": { + "Dice": 0.7960154952960709, + "FN": 967, + "FP": 2719, + "IoU": 0.6611509468652326, + "TN": 54658, + "TP": 7192, + "n_pred": 9911, + "n_ref": 8159 + }, + "7": { + "Dice": 0.24795640326975477, + "FN": 52, + "FP": 3812, + "IoU": 0.14152410575427682, + "TN": 61035, + "TP": 637, + "n_pred": 4449, + "n_ref": 689 + }, + "8": { + "Dice": 0.8404802744425386, + "FN": 15, + "FP": 171, + "IoU": 0.7248520710059172, + "TN": 64860, + "TP": 490, + "n_pred": 661, + "n_ref": 505 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0336.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0336.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 138, + "FP": 0, + "IoU": 0.0, + "TN": 49014, + "TP": 0, + "n_pred": 0, + "n_ref": 138 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 135, + "IoU": 0.0, + "TN": 49017, + "TP": 0, + "n_pred": 135, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 114, + "IoU": 0.0, + "TN": 49038, + "TP": 0, + "n_pred": 114, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 41, + "IoU": 0.0, + "TN": 49111, + "TP": 0, + "n_pred": 41, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.5757906215921483, + "FN": 57, + "FP": 332, + "IoU": 0.40428790199081166, + "TN": 48499, + "TP": 264, + "n_pred": 596, + "n_ref": 321 + }, + "6": { + "Dice": 0.16588837002446075, + "FN": 974, + "FP": 2777, + "IoU": 0.09044616876818623, + "TN": 45028, + "TP": 373, + "n_pred": 3150, + "n_ref": 1347 + }, + "7": { + "Dice": 0.4735614307931571, + "FN": 9434, + "FP": 44, + "IoU": 0.31023942944472743, + "TN": 35411, + "TP": 4263, + "n_pred": 4307, + "n_ref": 13697 + }, + "8": { + "Dice": 0.8962334746819656, + "FN": 30, + "FP": 802, + "IoU": 0.8119774011299435, + "TN": 44727, + "TP": 3593, + "n_pred": 4395, + "n_ref": 3623 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 43, + "IoU": 0.0, + "TN": 49109, + "TP": 0, + "n_pred": 43, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0383.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0383.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 18, + "IoU": 0.0, + "TN": 65518, + "TP": 0, + "n_pred": 18, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 48, + "IoU": 0.0, + "TN": 65488, + "TP": 0, + "n_pred": 48, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.6353610814656706, + "FN": 1642, + "FP": 408, + "IoU": 0.46558915537017725, + "TN": 61700, + "TP": 1786, + "n_pred": 2194, + "n_ref": 3428 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6249001051524711, + "FN": 9393, + "FP": 8443, + "IoU": 0.4544397883338941, + "TN": 32843, + "TP": 14857, + "n_pred": 23300, + "n_ref": 24250 + }, + "7": { + "Dice": 0.0, + "FN": 9216, + "FP": 0, + "IoU": 0.0, + "TN": 56320, + "TP": 0, + "n_pred": 0, + "n_ref": 9216 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 6, + "FP": 0, + "IoU": 0.0, + "TN": 65530, + "TP": 0, + "n_pred": 0, + "n_ref": 6 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0391.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0391.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": 0.20660607475232629, + "FN": 460.8266666666666, + "FP": 205.6044444444444, + "IoU": 0.1689554635792822, + "TN": 54010.69555555556, + "TP": 482.3400000000001, + "n_pred": 687.9444444444445, + "n_ref": 943.1666666666666 + }, + "mean": { + "1": { + "Dice": 0.12472290919675318, + "FN": 179.73333333333332, + "FP": 209.56666666666666, + "IoU": 0.09703018751841949, + "TN": 54697.3, + "TP": 72.86666666666666, + "n_pred": 282.43333333333334, + "n_ref": 252.6 + }, + "10": { + "Dice": 0.32968874954788674, + "FN": 767.5666666666667, + "FP": 176.4, + "IoU": 0.2548656435742436, + "TN": 53584.433333333334, + "TP": 631.0666666666667, + "n_pred": 807.4666666666667, + "n_ref": 1398.6333333333334 + }, + "11": { + "Dice": 0.017050298380221655, + "FN": 201.96666666666667, + "FP": 2.033333333333333, + "IoU": 0.0088261253309797, + "TN": 54952.8, + "TP": 2.6666666666666665, + "n_pred": 4.7, + "n_ref": 204.63333333333333 + }, + "12": { + "Dice": 0.0012295081967213116, + "FN": 60.4, + "FP": 30.966666666666665, + "IoU": 0.0006177924217462932, + "TN": 55067.8, + "TP": 0.3, + "n_pred": 31.266666666666666, + "n_ref": 60.7 + }, + "13": { + "Dice": 0.01734103294176335, + "FN": 542.5333333333333, + "FP": 44.9, + "IoU": 0.009474997473937161, + "TN": 54566.36666666667, + "TP": 5.666666666666667, + "n_pred": 50.56666666666667, + "n_ref": 548.2 + }, + "14": { + "Dice": 0.31078515973052456, + "FN": 220.13333333333333, + "FP": 774.7666666666667, + "IoU": 0.2635688851868324, + "TN": 53340.86666666667, + "TP": 823.7, + "n_pred": 1598.4666666666667, + "n_ref": 1043.8333333333333 + }, + "15": { + "Dice": 0.3053667689891901, + "FN": 714.5666666666667, + "FP": 112.73333333333333, + "IoU": 0.24439704822309355, + "TN": 53833.933333333334, + "TP": 498.23333333333335, + "n_pred": 610.9666666666667, + "n_ref": 1212.8 + }, + "2": { + "Dice": 0.16620136383920445, + "FN": 230.63333333333333, + "FP": 146.93333333333334, + "IoU": 0.1137620691567647, + "TN": 54756.36666666667, + "TP": 25.533333333333335, + "n_pred": 172.46666666666667, + "n_ref": 256.1666666666667 + }, + "3": { + "Dice": 0.4541596166561335, + "FN": 261.2, + "FP": 74.73333333333333, + "IoU": 0.41565480493087725, + "TN": 53280.9, + "TP": 1542.6333333333334, + "n_pred": 1617.3666666666666, + "n_ref": 1803.8333333333333 + }, + "4": { + "Dice": 0.0, + "FN": 0.0, + "FP": 6.566666666666666, + "IoU": 0.0, + "TN": 55152.9, + "TP": 0.0, + "n_pred": 6.566666666666666, + "n_ref": 0.0 + }, + "5": { + "Dice": 0.0013682482529942125, + "FN": 530.3666666666667, + "FP": 9.433333333333334, + "IoU": 0.0006869394392372333, + "TN": 54619.4, + "TP": 0.26666666666666666, + "n_pred": 9.7, + "n_ref": 530.6333333333333 + }, + "6": { + "Dice": 0.3314870635666665, + "FN": 1256.5666666666666, + "FP": 551.3333333333334, + "IoU": 0.27908267023093697, + "TN": 51682.433333333334, + "TP": 1669.1333333333334, + "n_pred": 2220.4666666666667, + "n_ref": 2925.7 + }, + "7": { + "Dice": 0.08796137781433587, + "FN": 1085.0666666666666, + "FP": 461.1333333333333, + "IoU": 0.05838913637117681, + "TN": 53378.76666666667, + "TP": 234.5, + "n_pred": 695.6333333333333, + "n_ref": 1319.5666666666666 + }, + "8": { + "Dice": 0.5454733195824094, + "FN": 504.56666666666666, + "FP": 294.2, + "IoU": 0.48290474277795326, + "TN": 53138.86666666667, + "TP": 1221.8333333333333, + "n_pred": 1516.0333333333333, + "n_ref": 1726.4 + }, + "9": { + "Dice": 0.40625570459008964, + "FN": 357.1, + "FP": 188.36666666666667, + "IoU": 0.3050709110530345, + "TN": 54107.3, + "TP": 506.7, + "n_pred": 695.0666666666667, + "n_ref": 863.8 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 52, + "IoU": 0.0, + "TN": 49100, + "TP": 0, + "n_pred": 52, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9711121437422553, + "FN": 262, + "FP": 484, + "IoU": 0.9438464433571697, + "TN": 35867, + "TP": 12539, + "n_pred": 13023, + "n_ref": 12801 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 3060, + "FP": 0, + "IoU": 0.0, + "TN": 46092, + "TP": 0, + "n_pred": 0, + "n_ref": 3060 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 49148, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.8973913043478261, + "FN": 96, + "FP": 22, + "IoU": 0.8138801261829653, + "TN": 48518, + "TP": 516, + "n_pred": 538, + "n_ref": 612 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0004.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0004.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.7071297989031079, + "FN": 1214, + "FP": 388, + "IoU": 0.5469457013574661, + "TN": 45616, + "TP": 1934, + "n_pred": 2322, + "n_ref": 3148 + }, + "9": { + "Dice": 0.0, + "FN": 174, + "FP": 21, + "IoU": 0.0, + "TN": 48957, + "TP": 0, + "n_pred": 21, + "n_ref": 174 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0006.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0006.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.952219074598678, + "FN": 894, + "FP": 118, + "IoU": 0.9087959625090123, + "TN": 38056, + "TP": 10084, + "n_pred": 10202, + "n_ref": 10978 + }, + "15": { + "Dice": 0.7996304118268216, + "FN": 1381, + "FP": 3173, + "IoU": 0.6661535078073455, + "TN": 35511, + "TP": 9087, + "n_pred": 12260, + "n_ref": 10468 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0017.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0017.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 6830, + "FP": 0, + "IoU": 0.0, + "TN": 42322, + "TP": 0, + "n_pred": 0, + "n_ref": 6830 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0042.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0042.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1704, + "IoU": 0.0, + "TN": 47448, + "TP": 0, + "n_pred": 1704, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 165, + "IoU": 0.0, + "TN": 48987, + "TP": 0, + "n_pred": 165, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 155, + "IoU": 0.0, + "TN": 48997, + "TP": 0, + "n_pred": 155, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 267, + "IoU": 0.0, + "TN": 48885, + "TP": 0, + "n_pred": 267, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 49150, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "5": { + "Dice": 0.00933125972006221, + "FN": 455, + "FP": 182, + "IoU": 0.0046875, + "TN": 48512, + "TP": 3, + "n_pred": 185, + "n_ref": 458 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 5515, + "IoU": 0.0, + "TN": 43637, + "TP": 0, + "n_pred": 5515, + "n_ref": 0 + }, + "7": { + "Dice": 0.04303460514640639, + "FN": 6168, + "FP": 2460, + "IoU": 0.021990478349580594, + "TN": 40330, + "TP": 194, + "n_pred": 2654, + "n_ref": 6362 + }, + "8": { + "Dice": 0.9431299885974914, + "FN": 356, + "FP": 442, + "IoU": 0.8923803101820634, + "TN": 41737, + "TP": 6617, + "n_pred": 7059, + "n_ref": 6973 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 1297, + "IoU": 0.0, + "TN": 47855, + "TP": 0, + "n_pred": 1297, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0052.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0052.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 122, + "IoU": 0.0, + "TN": 65414, + "TP": 0, + "n_pred": 122, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9854694859204329, + "FN": 406, + "FP": 29, + "IoU": 0.9713551955748716, + "TN": 50350, + "TP": 14751, + "n_pred": 14780, + "n_ref": 15157 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0054.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0054.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.4865214578391201, + "FN": 0, + "FP": 4762, + "IoU": 0.3214591051581647, + "TN": 58518, + "TP": 2256, + "n_pred": 7018, + "n_ref": 2256 + }, + "15": { + "Dice": 0.7052990393554385, + "FN": 4713, + "FP": 42, + "IoU": 0.5447582575394926, + "TN": 55091, + "TP": 5690, + "n_pred": 5732, + "n_ref": 10403 + }, + "2": { + "Dice": 0.0, + "FN": 6369, + "FP": 0, + "IoU": 0.0, + "TN": 59167, + "TP": 0, + "n_pred": 0, + "n_ref": 6369 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 31, + "IoU": 0.0, + "TN": 65505, + "TP": 0, + "n_pred": 31, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 7632, + "IoU": 0.0, + "TN": 57904, + "TP": 0, + "n_pred": 7632, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0058.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0058.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 82, + "IoU": 0.0, + "TN": 49070, + "TP": 0, + "n_pred": 82, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 2428, + "FP": 0, + "IoU": 0.0, + "TN": 46724, + "TP": 0, + "n_pred": 0, + "n_ref": 2428 + }, + "6": { + "Dice": 0.0, + "FN": 5323, + "FP": 0, + "IoU": 0.0, + "TN": 43829, + "TP": 0, + "n_pred": 0, + "n_ref": 5323 + }, + "7": { + "Dice": 0.0, + "FN": 1367, + "FP": 285, + "IoU": 0.0, + "TN": 47500, + "TP": 0, + "n_pred": 285, + "n_ref": 1367 + }, + "8": { + "Dice": 0.8917525773195877, + "FN": 74, + "FP": 10, + "IoU": 0.8046511627906977, + "TN": 48722, + "TP": 346, + "n_pred": 356, + "n_ref": 420 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0064.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0064.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 268, + "IoU": 0.0, + "TN": 48884, + "TP": 0, + "n_pred": 268, + "n_ref": 0 + }, + "10": { + "Dice": 0.6618535435391188, + "FN": 2294, + "FP": 1, + "IoU": 0.49460471261836597, + "TN": 44611, + "TP": 2246, + "n_pred": 2247, + "n_ref": 4540 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 284, + "IoU": 0.0, + "TN": 48868, + "TP": 0, + "n_pred": 284, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8905304993951961, + "FN": 98, + "FP": 2436, + "IoU": 0.8026633439763259, + "TN": 36311, + "TP": 10307, + "n_pred": 12743, + "n_ref": 10405 + }, + "7": { + "Dice": 0.31022727272727274, + "FN": 1190, + "FP": 24, + "IoU": 0.183591123066577, + "TN": 47665, + "TP": 273, + "n_pred": 297, + "n_ref": 1463 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 1210, + "IoU": 0.0, + "TN": 47942, + "TP": 0, + "n_pred": 1210, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0078.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0078.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 469, + "IoU": 0.0, + "TN": 48683, + "TP": 0, + "n_pred": 469, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.179173938336242, + "FN": 548, + "FP": 863, + "IoU": 0.09840255591054313, + "TN": 47587, + "TP": 154, + "n_pred": 1017, + "n_ref": 702 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 2127, + "IoU": 0.0, + "TN": 47025, + "TP": 0, + "n_pred": 2127, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 105, + "FP": 0, + "IoU": 0.0, + "TN": 49047, + "TP": 0, + "n_pred": 0, + "n_ref": 105 + }, + "7": { + "Dice": 0.45508312020460356, + "FN": 6818, + "FP": 0, + "IoU": 0.29456802897051215, + "TN": 39487, + "TP": 2847, + "n_pred": 2847, + "n_ref": 9665 + }, + "8": { + "Dice": 0.5021739130434782, + "FN": 903, + "FP": 2761, + "IoU": 0.3352685050798258, + "TN": 43640, + "TP": 1848, + "n_pred": 4609, + "n_ref": 2751 + }, + "9": { + "Dice": 0.2412010829436377, + "FN": 2549, + "FP": 534, + "IoU": 0.1371396585502379, + "TN": 45579, + "TP": 490, + "n_pred": 1024, + "n_ref": 3039 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0083.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0083.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 30, + "IoU": 0.0, + "TN": 49122, + "TP": 0, + "n_pred": 30, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.011577424023154847, + "FN": 2699, + "FP": 33, + "IoU": 0.005822416302765648, + "TN": 46404, + "TP": 16, + "n_pred": 49, + "n_ref": 2715 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 553, + "IoU": 0.0, + "TN": 48599, + "TP": 0, + "n_pred": 553, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.604551920341394, + "FN": 420, + "FP": 136, + "IoU": 0.4332313965341488, + "TN": 48171, + "TP": 425, + "n_pred": 561, + "n_ref": 845 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 348, + "IoU": 0.0, + "TN": 48804, + "TP": 0, + "n_pred": 348, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 215, + "IoU": 0.0, + "TN": 48937, + "TP": 0, + "n_pred": 215, + "n_ref": 0 + }, + "9": { + "Dice": 0.5892547660311959, + "FN": 262, + "FP": 212, + "IoU": 0.4176904176904177, + "TN": 48338, + "TP": 340, + "n_pred": 552, + "n_ref": 602 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0094.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0094.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 420, + "IoU": 0.0, + "TN": 48732, + "TP": 0, + "n_pred": 420, + "n_ref": 0 + }, + "10": { + "Dice": 0.46840840375222886, + "FN": 6857, + "FP": 0, + "IoU": 0.3058311399068637, + "TN": 39274, + "TP": 3021, + "n_pred": 3021, + "n_ref": 9878 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 7034, + "FP": 0, + "IoU": 0.0, + "TN": 42118, + "TP": 0, + "n_pred": 0, + "n_ref": 7034 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8691065662002153, + "FN": 1216, + "FP": 0, + "IoU": 0.7685132305349324, + "TN": 43899, + "TP": 4037, + "n_pred": 4037, + "n_ref": 5253 + }, + "7": { + "Dice": 0.0, + "FN": 48, + "FP": 2, + "IoU": 0.0, + "TN": 49102, + "TP": 0, + "n_pred": 2, + "n_ref": 48 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0102.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0102.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 64, + "IoU": 0.0, + "TN": 49088, + "TP": 0, + "n_pred": 64, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 971, + "FP": 109, + "IoU": 0.0, + "TN": 48072, + "TP": 0, + "n_pred": 109, + "n_ref": 971 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0016147263038914905, + "FN": 6084, + "FP": 99, + "IoU": 0.0008080155138978668, + "TN": 42964, + "TP": 5, + "n_pred": 104, + "n_ref": 6089 + }, + "6": { + "Dice": 0.2204724409448819, + "FN": 396, + "FP": 0, + "IoU": 0.12389380530973451, + "TN": 48700, + "TP": 56, + "n_pred": 56, + "n_ref": 452 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 49148, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "8": { + "Dice": 0.19455252918287938, + "FN": 6415, + "FP": 2, + "IoU": 0.10775862068965517, + "TN": 41960, + "TP": 775, + "n_pred": 777, + "n_ref": 7190 + }, + "9": { + "Dice": 0.0, + "FN": 460, + "FP": 460, + "IoU": 0.0, + "TN": 48232, + "TP": 0, + "n_pred": 460, + "n_ref": 460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0105.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0105.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0109.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0109.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.42135844520136245, + "FN": 5367, + "FP": 409, + "IoU": 0.2669120446757203, + "TN": 57657, + "TP": 2103, + "n_pred": 2512, + "n_ref": 7470 + }, + "10": { + "Dice": 0.4737048153464701, + "FN": 6615, + "FP": 1451, + "IoU": 0.3103625170998632, + "TN": 53840, + "TP": 3630, + "n_pred": 5081, + "n_ref": 10245 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 98, + "IoU": 0.0, + "TN": 65438, + "TP": 0, + "n_pred": 98, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9219633118492812, + "FN": 741, + "FP": 46, + "IoU": 0.8552244297277409, + "TN": 60100, + "TP": 4649, + "n_pred": 4695, + "n_ref": 5390 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 409, + "FP": 0, + "IoU": 0.0, + "TN": 65127, + "TP": 0, + "n_pred": 0, + "n_ref": 409 + }, + "6": { + "Dice": 0.07415924116125323, + "FN": 1563, + "FP": 1658, + "IoU": 0.038507462686567163, + "TN": 62186, + "TP": 129, + "n_pred": 1787, + "n_ref": 1692 + }, + "7": { + "Dice": 0.0, + "FN": 17, + "FP": 1, + "IoU": 0.0, + "TN": 65518, + "TP": 0, + "n_pred": 1, + "n_ref": 17 + }, + "8": { + "Dice": 0.9772877618522602, + "FN": 130, + "FP": 179, + "IoU": 0.9555843035791289, + "TN": 58579, + "TP": 6648, + "n_pred": 6827, + "n_ref": 6778 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0116.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0116.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7731843575418994, + "FN": 1861, + "FP": 169, + "IoU": 0.6302367941712204, + "TN": 60046, + "TP": 3460, + "n_pred": 3629, + "n_ref": 5321 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.009836065573770493, + "FN": 1812, + "FP": 0, + "IoU": 0.004942339373970346, + "TN": 63715, + "TP": 9, + "n_pred": 9, + "n_ref": 1821 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 313, + "IoU": 0.0, + "TN": 65223, + "TP": 0, + "n_pred": 313, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.050955414012738856, + "FN": 894, + "FP": 0, + "IoU": 0.026143790849673203, + "TN": 64618, + "TP": 24, + "n_pred": 24, + "n_ref": 918 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0131.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0131.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.534957627118644, + "FN": 2526, + "FP": 108, + "IoU": 0.36514822848879247, + "TN": 45003, + "TP": 1515, + "n_pred": 1623, + "n_ref": 4041 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 33, + "IoU": 0.0, + "TN": 49119, + "TP": 0, + "n_pred": 33, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0133.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0133.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 472, + "IoU": 0.0, + "TN": 65064, + "TP": 0, + "n_pred": 472, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 12, + "IoU": 0.0, + "TN": 65524, + "TP": 0, + "n_pred": 12, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 164, + "IoU": 0.0, + "TN": 65372, + "TP": 0, + "n_pred": 164, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 7194, + "FP": 2024, + "IoU": 0.0, + "TN": 56318, + "TP": 0, + "n_pred": 2024, + "n_ref": 7194 + }, + "7": { + "Dice": 0.6360430107526882, + "FN": 3955, + "FP": 276, + "IoU": 0.46632189707366295, + "TN": 57608, + "TP": 3697, + "n_pred": 3973, + "n_ref": 7652 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0153.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0153.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 326, + "IoU": 0.0, + "TN": 65210, + "TP": 0, + "n_pred": 326, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 329, + "FP": 0, + "IoU": 0.0, + "TN": 65207, + "TP": 0, + "n_pred": 0, + "n_ref": 329 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 102, + "IoU": 0.0, + "TN": 65434, + "TP": 0, + "n_pred": 102, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 231, + "FP": 0, + "IoU": 0.0, + "TN": 65305, + "TP": 0, + "n_pred": 0, + "n_ref": 231 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 1237, + "FP": 0, + "IoU": 0.0, + "TN": 64299, + "TP": 0, + "n_pred": 0, + "n_ref": 1237 + }, + "6": { + "Dice": 0.7782184258694326, + "FN": 3708, + "FP": 654, + "IoU": 0.6369538077403246, + "TN": 53521, + "TP": 7653, + "n_pred": 8307, + "n_ref": 11361 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 65535, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "8": { + "Dice": 0.953185955786736, + "FN": 28, + "FP": 620, + "IoU": 0.9105590062111801, + "TN": 58291, + "TP": 6597, + "n_pred": 7217, + "n_ref": 6625 + }, + "9": { + "Dice": 0.7640037890748342, + "FN": 2881, + "FP": 856, + "IoU": 0.6181279378704272, + "TN": 55750, + "TP": 6049, + "n_pred": 6905, + "n_ref": 8930 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0170.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0170.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1372, + "IoU": 0.0, + "TN": 64164, + "TP": 0, + "n_pred": 1372, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 1522, + "FP": 0, + "IoU": 0.0, + "TN": 64014, + "TP": 0, + "n_pred": 0, + "n_ref": 1522 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 42, + "IoU": 0.0, + "TN": 65494, + "TP": 0, + "n_pred": 42, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.3711184044433224, + "FN": 2448, + "FP": 43, + "IoU": 0.2278363298202108, + "TN": 62310, + "TP": 735, + "n_pred": 778, + "n_ref": 3183 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 65534, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "6": { + "Dice": 0.33999273519796586, + "FN": 1618, + "FP": 199, + "IoU": 0.20481400437636763, + "TN": 63251, + "TP": 468, + "n_pred": 667, + "n_ref": 2086 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 140, + "IoU": 0.0, + "TN": 65396, + "TP": 0, + "n_pred": 140, + "n_ref": 0 + }, + "9": { + "Dice": 0.8003058103975536, + "FN": 855, + "FP": 1757, + "IoU": 0.6670915115982666, + "TN": 57690, + "TP": 5234, + "n_pred": 6991, + "n_ref": 6089 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0199.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0199.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8258706467661692, + "FN": 25, + "FP": 10, + "IoU": 0.7033898305084746, + "TN": 65418, + "TP": 83, + "n_pred": 93, + "n_ref": 108 + }, + "10": { + "Dice": 0.8815198147895955, + "FN": 331, + "FP": 1409, + "IoU": 0.7881407524656033, + "TN": 57323, + "TP": 6473, + "n_pred": 7882, + "n_ref": 6804 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 4751, + "FP": 0, + "IoU": 0.0, + "TN": 60785, + "TP": 0, + "n_pred": 0, + "n_ref": 4751 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 6415, + "IoU": 0.0, + "TN": 59121, + "TP": 0, + "n_pred": 6415, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9821353383458646, + "FN": 90, + "FP": 207, + "IoU": 0.9648977662214868, + "TN": 57075, + "TP": 8164, + "n_pred": 8371, + "n_ref": 8254 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.05514157973174367, + "FN": 8876, + "FP": 0, + "IoU": 0.028352490421455937, + "TN": 56401, + "TP": 259, + "n_pred": 259, + "n_ref": 9135 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 935, + "IoU": 0.0, + "TN": 64601, + "TP": 0, + "n_pred": 935, + "n_ref": 0 + }, + "9": { + "Dice": 0.31135531135531136, + "FN": 1504, + "FP": 0, + "IoU": 0.1843817787418655, + "TN": 63692, + "TP": 340, + "n_pred": 340, + "n_ref": 1844 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0215.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0215.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1265, + "IoU": 0.0, + "TN": 47887, + "TP": 0, + "n_pred": 1265, + "n_ref": 0 + }, + "3": { + "Dice": 0.7792862892406761, + "FN": 3746, + "FP": 367, + "IoU": 0.6383857921575523, + "TN": 37778, + "TP": 7261, + "n_pred": 7628, + "n_ref": 11007 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 4808, + "FP": 0, + "IoU": 0.0, + "TN": 44344, + "TP": 0, + "n_pred": 0, + "n_ref": 4808 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0235.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0235.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 346, + "IoU": 0.0, + "TN": 48806, + "TP": 0, + "n_pred": 346, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1238, + "IoU": 0.0, + "TN": 47914, + "TP": 0, + "n_pred": 1238, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.3188405797101449, + "FN": 40, + "FP": 7, + "IoU": 0.1896551724137931, + "TN": 49094, + "TP": 11, + "n_pred": 18, + "n_ref": 51 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 67, + "IoU": 0.0, + "TN": 49085, + "TP": 0, + "n_pred": 67, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 183, + "IoU": 0.0, + "TN": 48969, + "TP": 0, + "n_pred": 183, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1663, + "IoU": 0.0, + "TN": 47489, + "TP": 0, + "n_pred": 1663, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0239.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0239.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 7733, + "IoU": 0.0, + "TN": 41419, + "TP": 0, + "n_pred": 7733, + "n_ref": 0 + }, + "15": { + "Dice": 0.021904393763690248, + "FN": 15113, + "FP": 69, + "IoU": 0.011073475768629494, + "TN": 33800, + "TP": 170, + "n_pred": 239, + "n_ref": 15283 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9701402955960687, + "FN": 549, + "FP": 247, + "IoU": 0.9420120929554892, + "TN": 35425, + "TP": 12931, + "n_pred": 13178, + "n_ref": 13480 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 261, + "IoU": 0.0, + "TN": 48891, + "TP": 0, + "n_pred": 261, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0259.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0259.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 11, + "IoU": 0.0, + "TN": 49141, + "TP": 0, + "n_pred": 11, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9092979913025471, + "FN": 838, + "FP": 38, + "IoU": 0.8336814125688248, + "TN": 43885, + "TP": 4391, + "n_pred": 4429, + "n_ref": 5229 + }, + "15": { + "Dice": 0.0, + "FN": 230, + "FP": 0, + "IoU": 0.0, + "TN": 48922, + "TP": 0, + "n_pred": 0, + "n_ref": 230 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 31, + "IoU": 0.0, + "TN": 49121, + "TP": 0, + "n_pred": 31, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9610235049092531, + "FN": 708, + "FP": 78, + "IoU": 0.9249713631156931, + "TN": 38676, + "TP": 9690, + "n_pred": 9768, + "n_ref": 10398 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 237, + "IoU": 0.0, + "TN": 48915, + "TP": 0, + "n_pred": 237, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0274.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0274.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 11, + "IoU": 0.0, + "TN": 65525, + "TP": 0, + "n_pred": 11, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 2083, + "FP": 0, + "IoU": 0.0, + "TN": 63453, + "TP": 0, + "n_pred": 0, + "n_ref": 2083 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 247, + "IoU": 0.0, + "TN": 65289, + "TP": 0, + "n_pred": 247, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.685857321652065, + "FN": 381, + "FP": 623, + "IoU": 0.5219047619047619, + "TN": 63436, + "TP": 1096, + "n_pred": 1719, + "n_ref": 1477 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 428, + "IoU": 0.0, + "TN": 65108, + "TP": 0, + "n_pred": 428, + "n_ref": 0 + }, + "8": { + "Dice": 0.2653841696604473, + "FN": 5087, + "FP": 1252, + "IoU": 0.15299305184393372, + "TN": 58052, + "TP": 1145, + "n_pred": 2397, + "n_ref": 6232 + }, + "9": { + "Dice": 0.6840958605664488, + "FN": 1951, + "FP": 514, + "IoU": 0.5198675496688742, + "TN": 60402, + "TP": 2669, + "n_pred": 3183, + "n_ref": 4620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0282.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0282.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 42, + "FP": 0, + "IoU": 0.0, + "TN": 49110, + "TP": 0, + "n_pred": 0, + "n_ref": 42 + }, + "14": { + "Dice": 0.8464257659073056, + "FN": 2346, + "FP": 0, + "IoU": 0.7337419135171944, + "TN": 40341, + "TP": 6465, + "n_pred": 6465, + "n_ref": 8811 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 2238, + "FP": 0, + "IoU": 0.0, + "TN": 46914, + "TP": 0, + "n_pred": 0, + "n_ref": 2238 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 3175, + "FP": 0, + "IoU": 0.0, + "TN": 45977, + "TP": 0, + "n_pred": 0, + "n_ref": 3175 + }, + "8": { + "Dice": 0.8976143141153081, + "FN": 183, + "FP": 641, + "IoU": 0.8142470694319206, + "TN": 44716, + "TP": 3612, + "n_pred": 4253, + "n_ref": 3795 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0341.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0341.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2525, + "IoU": 0.0, + "TN": 46627, + "TP": 0, + "n_pred": 2525, + "n_ref": 0 + }, + "10": { + "Dice": 0.03821656050955414, + "FN": 5069, + "FP": 65, + "IoU": 0.01948051948051948, + "TN": 43916, + "TP": 102, + "n_pred": 167, + "n_ref": 5171 + }, + "11": { + "Dice": 0.06820119352088662, + "FN": 2125, + "FP": 61, + "IoU": 0.0353045013239188, + "TN": 46886, + "TP": 80, + "n_pred": 141, + "n_ref": 2205 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 315, + "IoU": 0.0, + "TN": 48837, + "TP": 0, + "n_pred": 315, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 113, + "IoU": 0.0, + "TN": 49039, + "TP": 0, + "n_pred": 113, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1883, + "IoU": 0.0, + "TN": 47269, + "TP": 0, + "n_pred": 1883, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.572419774501301, + "FN": 90, + "FP": 403, + "IoU": 0.40097205346294046, + "TN": 48329, + "TP": 330, + "n_pred": 733, + "n_ref": 420 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 133, + "IoU": 0.0, + "TN": 49019, + "TP": 0, + "n_pred": 133, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.438282406784224, + "FN": 1297, + "FP": 2876, + "IoU": 0.2806412687467678, + "TN": 43351, + "TP": 1628, + "n_pred": 4504, + "n_ref": 2925 + }, + "7": { + "Dice": 0.0, + "FN": 2090, + "FP": 821, + "IoU": 0.0, + "TN": 46241, + "TP": 0, + "n_pred": 821, + "n_ref": 2090 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.6723404255319149, + "FN": 77, + "FP": 0, + "IoU": 0.5064102564102564, + "TN": 48996, + "TP": 79, + "n_pred": 79, + "n_ref": 156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0379.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0379.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0392.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0392.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 148, + "IoU": 0.0, + "TN": 49004, + "TP": 0, + "n_pred": 148, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9524974809270188, + "FN": 651, + "FP": 9, + "IoU": 0.9093032843204617, + "TN": 41875, + "TP": 6617, + "n_pred": 6626, + "n_ref": 7268 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0403.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0403.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": 0.2161513764775573, + "FN": 395.5377777777778, + "FP": 240.01555555555558, + "IoU": 0.1691044284526157, + "TN": 53029.02666666668, + "TP": 402.62000000000006, + "n_pred": 642.6355555555555, + "n_ref": 798.1577777777778 + }, + "mean": { + "1": { + "Dice": 0.5018191452214755, + "FN": 765.3, + "FP": 75.6, + "IoU": 0.43754063527949766, + "TN": 51667.666666666664, + "TP": 1558.6333333333334, + "n_pred": 1634.2333333333333, + "n_ref": 2323.9333333333334 + }, + "10": { + "Dice": 0.28080096336327337, + "FN": 503.96666666666664, + "FP": 117.76666666666667, + "IoU": 0.21405324647994392, + "TN": 53136.3, + "TP": 309.1666666666667, + "n_pred": 426.93333333333334, + "n_ref": 813.1333333333333 + }, + "11": { + "Dice": 0.014442518775274409, + "FN": 129.73333333333332, + "FP": 49.86666666666667, + "IoU": 0.007548309178743961, + "TN": 53885.933333333334, + "TP": 1.6666666666666667, + "n_pred": 51.53333333333333, + "n_ref": 131.4 + }, + "12": { + "Dice": 0.01109271523178808, + "FN": 339.53333333333336, + "FP": 1.9, + "IoU": 0.005704555129842486, + "TN": 53723.53333333333, + "TP": 2.2333333333333334, + "n_pred": 4.133333333333334, + "n_ref": 341.76666666666665 + }, + "13": { + "Dice": 0.0011656399819096447, + "FN": 459.96666666666664, + "FP": 185.03333333333333, + "IoU": 0.0005845311265118419, + "TN": 53420.833333333336, + "TP": 1.3666666666666667, + "n_pred": 186.4, + "n_ref": 461.3333333333333 + }, + "14": { + "Dice": 0.3779334817938375, + "FN": 719.8666666666667, + "FP": 547.3, + "IoU": 0.32864474865281906, + "TN": 51626.3, + "TP": 1173.7333333333333, + "n_pred": 1721.0333333333333, + "n_ref": 1893.6 + }, + "15": { + "Dice": 0.424154148437905, + "FN": 161.93333333333334, + "FP": 409.8666666666667, + "IoU": 0.322346499640523, + "TN": 52856.53333333333, + "TP": 638.8666666666667, + "n_pred": 1048.7333333333333, + "n_ref": 800.8 + }, + "2": { + "Dice": 0.1446405545129827, + "FN": 344.03333333333336, + "FP": 75.3, + "IoU": 0.10863187098550041, + "TN": 53485.2, + "TP": 162.66666666666666, + "n_pred": 237.96666666666667, + "n_ref": 506.7 + }, + "3": { + "Dice": 0.17865348533764264, + "FN": 160.96666666666667, + "FP": 526.0666666666667, + "IoU": 0.1333117699938017, + "TN": 53110.666666666664, + "TP": 269.5, + "n_pred": 795.5666666666667, + "n_ref": 430.46666666666664 + }, + "4": { + "Dice": 0.012545528126264669, + "FN": 36.53333333333333, + "FP": 249.56666666666666, + "IoU": 0.0065608465608465606, + "TN": 53779.03333333333, + "TP": 2.066666666666667, + "n_pred": 251.63333333333333, + "n_ref": 38.6 + }, + "5": { + "Dice": 0.2610497531010462, + "FN": 145.33333333333334, + "FP": 32.2, + "IoU": 0.1798761712202523, + "TN": 53827.76666666667, + "TP": 61.9, + "n_pred": 94.1, + "n_ref": 207.23333333333332 + }, + "6": { + "Dice": 0.22075056393034528, + "FN": 787.9, + "FP": 1036.5, + "IoU": 0.19585779036313616, + "TN": 50912.63333333333, + "TP": 1330.1666666666667, + "n_pred": 2366.6666666666665, + "n_ref": 2118.0666666666666 + }, + "7": { + "Dice": 0.16676702937302862, + "FN": 796.7666666666667, + "FP": 203.86666666666667, + "IoU": 0.11029035643154016, + "TN": 52910.7, + "TP": 155.86666666666667, + "n_pred": 359.73333333333335, + "n_ref": 952.6333333333333 + }, + "8": { + "Dice": 0.5233128390027313, + "FN": 80.83333333333333, + "FP": 78.9, + "IoU": 0.4067059818659388, + "TN": 53610.833333333336, + "TP": 296.6333333333333, + "n_pred": 375.53333333333336, + "n_ref": 377.46666666666664 + }, + "9": { + "Dice": 0.12314228097385542, + "FN": 500.4, + "FP": 10.5, + "IoU": 0.07890911388033796, + "TN": 53481.46666666667, + "TP": 74.83333333333333, + "n_pred": 85.33333333333333, + "n_ref": 575.2333333333333 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0011.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0011.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.22115384615384615, + "FN": 147, + "FP": 177, + "IoU": 0.12432432432432433, + "TN": 48782, + "TP": 46, + "n_pred": 223, + "n_ref": 193 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 4502, + "FP": 0, + "IoU": 0.0, + "TN": 44650, + "TP": 0, + "n_pred": 0, + "n_ref": 4502 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 49151, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.8931056293485136, + "FN": 130, + "FP": 39, + "IoU": 0.8068571428571428, + "TN": 48277, + "TP": 706, + "n_pred": 745, + "n_ref": 836 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 188, + "IoU": 0.0, + "TN": 48964, + "TP": 0, + "n_pred": 188, + "n_ref": 0 + }, + "7": { + "Dice": 0.29285714285714287, + "FN": 196, + "FP": 2, + "IoU": 0.17154811715481172, + "TN": 48913, + "TP": 41, + "n_pred": 43, + "n_ref": 237 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 47, + "IoU": 0.0, + "TN": 49105, + "TP": 0, + "n_pred": 47, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0027.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0027.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 5323, + "FP": 0, + "IoU": 0.0, + "TN": 43829, + "TP": 0, + "n_pred": 0, + "n_ref": 5323 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.7490179984756992, + "FN": 1816, + "FP": 2465, + "IoU": 0.5987440247445871, + "TN": 38483, + "TP": 6388, + "n_pred": 8853, + "n_ref": 8204 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 2744, + "IoU": 0.0, + "TN": 46408, + "TP": 0, + "n_pred": 2744, + "n_ref": 0 + }, + "7": { + "Dice": 0.5868358445678034, + "FN": 1036, + "FP": 6, + "IoU": 0.4152637485970819, + "TN": 47370, + "TP": 740, + "n_pred": 746, + "n_ref": 1776 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0033.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0033.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.24448529411764705, + "FN": 808, + "FP": 836, + "IoU": 0.13926701570680627, + "TN": 47242, + "TP": 266, + "n_pred": 1102, + "n_ref": 1074 + }, + "15": { + "Dice": 0.37572579134669415, + "FN": 1562, + "FP": 1771, + "IoU": 0.2313191881918819, + "TN": 44816, + "TP": 1003, + "n_pred": 2774, + "n_ref": 2565 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 15, + "IoU": 0.0, + "TN": 49137, + "TP": 0, + "n_pred": 15, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3573, + "IoU": 0.0, + "TN": 45579, + "TP": 0, + "n_pred": 3573, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.40106951871657753, + "FN": 0, + "FP": 224, + "IoU": 0.2508361204013378, + "TN": 48853, + "TP": 75, + "n_pred": 299, + "n_ref": 75 + }, + "6": { + "Dice": 0.0, + "FN": 13, + "FP": 62, + "IoU": 0.0, + "TN": 49077, + "TP": 0, + "n_pred": 62, + "n_ref": 13 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9488484430259639, + "FN": 579, + "FP": 14, + "IoU": 0.9026752010503857, + "TN": 43059, + "TP": 5500, + "n_pred": 5514, + "n_ref": 6079 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0043.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0043.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 291, + "IoU": 0.0, + "TN": 48861, + "TP": 0, + "n_pred": 291, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9478142378374397, + "FN": 292, + "FP": 1125, + "IoU": 0.9008050402520126, + "TN": 34867, + "TP": 12868, + "n_pred": 13993, + "n_ref": 13160 + }, + "15": { + "Dice": 0.0, + "FN": 363, + "FP": 0, + "IoU": 0.0, + "TN": 48789, + "TP": 0, + "n_pred": 0, + "n_ref": 363 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 33, + "IoU": 0.0, + "TN": 49119, + "TP": 0, + "n_pred": 33, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 216, + "IoU": 0.0, + "TN": 48936, + "TP": 0, + "n_pred": 216, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9526689293427955, + "FN": 391, + "FP": 376, + "IoU": 0.9096158378505774, + "TN": 40666, + "TP": 7719, + "n_pred": 8095, + "n_ref": 8110 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 110, + "IoU": 0.0, + "TN": 49042, + "TP": 0, + "n_pred": 110, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0048.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0048.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0119.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0119.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8361828726368908, + "FN": 2119, + "FP": 56, + "IoU": 0.7184830442661144, + "TN": 57810, + "TP": 5551, + "n_pred": 5607, + "n_ref": 7670 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1778, + "IoU": 0.0, + "TN": 63758, + "TP": 0, + "n_pred": 1778, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.21220930232558138, + "FN": 542, + "FP": 0, + "IoU": 0.11869918699186992, + "TN": 64921, + "TP": 73, + "n_pred": 73, + "n_ref": 615 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.009210526315789473, + "FN": 3012, + "FP": 0, + "IoU": 0.004626569729015202, + "TN": 62510, + "TP": 14, + "n_pred": 14, + "n_ref": 3026 + }, + "6": { + "Dice": 0.06653620352250489, + "FN": 48, + "FP": 2337, + "IoU": 0.03441295546558704, + "TN": 63066, + "TP": 85, + "n_pred": 2422, + "n_ref": 133 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 410, + "IoU": 0.0, + "TN": 65126, + "TP": 0, + "n_pred": 410, + "n_ref": 0 + }, + "8": { + "Dice": 0.7504982064567557, + "FN": 705, + "FP": 547, + "IoU": 0.6006379585326954, + "TN": 62401, + "TP": 1883, + "n_pred": 2430, + "n_ref": 2588 + }, + "9": { + "Dice": 0.1865671641791045, + "FN": 4351, + "FP": 9, + "IoU": 0.102880658436214, + "TN": 60676, + "TP": 500, + "n_pred": 509, + "n_ref": 4851 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0138.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0138.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0142.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0142.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6515622351545285, + "FN": 5925, + "FP": 242, + "IoU": 0.48319785468867843, + "TN": 53603, + "TP": 5766, + "n_pred": 6008, + "n_ref": 11691 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.08665511265164645, + "FN": 1046, + "FP": 8, + "IoU": 0.04528985507246377, + "TN": 64432, + "TP": 50, + "n_pred": 58, + "n_ref": 1096 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 16, + "IoU": 0.0, + "TN": 65520, + "TP": 0, + "n_pred": 16, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 427, + "IoU": 0.0, + "TN": 65109, + "TP": 0, + "n_pred": 427, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8471293520866958, + "FN": 910, + "FP": 416, + "IoU": 0.7348, + "TN": 60536, + "TP": 3674, + "n_pred": 4090, + "n_ref": 4584 + }, + "3": { + "Dice": 0.5940246045694201, + "FN": 145, + "FP": 779, + "IoU": 0.4225, + "TN": 63936, + "TP": 676, + "n_pred": 1455, + "n_ref": 821 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 65530, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "5": { + "Dice": 0.6339189673718179, + "FN": 1348, + "FP": 694, + "IoU": 0.46404199475065616, + "TN": 61726, + "TP": 1768, + "n_pred": 2462, + "n_ref": 3116 + }, + "6": { + "Dice": 0.5421033073206987, + "FN": 1412, + "FP": 4749, + "IoU": 0.37183931484502447, + "TN": 55728, + "TP": 3647, + "n_pred": 8396, + "n_ref": 5059 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 206, + "IoU": 0.0, + "TN": 65330, + "TP": 0, + "n_pred": 206, + "n_ref": 0 + }, + "8": { + "Dice": 0.5176370590735232, + "FN": 878, + "FP": 1392, + "IoU": 0.349197247706422, + "TN": 62048, + "TP": 1218, + "n_pred": 2610, + "n_ref": 2096 + }, + "9": { + "Dice": 0.0, + "FN": 275, + "FP": 4, + "IoU": 0.0, + "TN": 65257, + "TP": 0, + "n_pred": 4, + "n_ref": 275 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0160.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0160.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 373, + "IoU": 0.0, + "TN": 48779, + "TP": 0, + "n_pred": 373, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.7544715447154472, + "FN": 1807, + "FP": 5, + "IoU": 0.6057441253263708, + "TN": 44556, + "TP": 2784, + "n_pred": 2789, + "n_ref": 4591 + }, + "15": { + "Dice": 0.6698364090579418, + "FN": 892, + "FP": 3205, + "IoU": 0.5035744577729311, + "TN": 40899, + "TP": 4156, + "n_pred": 7361, + "n_ref": 5048 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0173.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0173.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 11775, + "IoU": 0.0, + "TN": 37377, + "TP": 0, + "n_pred": 11775, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 679, + "IoU": 0.0, + "TN": 48473, + "TP": 0, + "n_pred": 679, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 179, + "IoU": 0.0, + "TN": 48973, + "TP": 0, + "n_pred": 179, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0186.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0186.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9645799506885562, + "FN": 197, + "FP": 392, + "IoU": 0.9315832268556162, + "TN": 40543, + "TP": 8020, + "n_pred": 8412, + "n_ref": 8217 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 49144, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 727, + "IoU": 0.0, + "TN": 48425, + "TP": 0, + "n_pred": 727, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0195.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0195.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 78, + "IoU": 0.0, + "TN": 49074, + "TP": 0, + "n_pred": 78, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 2602, + "FP": 0, + "IoU": 0.0, + "TN": 46550, + "TP": 0, + "n_pred": 0, + "n_ref": 2602 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2743, + "IoU": 0.0, + "TN": 46409, + "TP": 0, + "n_pred": 2743, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9672935404742437, + "FN": 342, + "FP": 138, + "IoU": 0.936658749010293, + "TN": 41574, + "TP": 7098, + "n_pred": 7236, + "n_ref": 7440 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 49146, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0237.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0237.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1167, + "IoU": 0.0, + "TN": 64369, + "TP": 0, + "n_pred": 1167, + "n_ref": 0 + }, + "14": { + "Dice": 0.9110041602088261, + "FN": 2108, + "FP": 74, + "IoU": 0.8365543071161049, + "TN": 52186, + "TP": 11168, + "n_pred": 11242, + "n_ref": 13276 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 38, + "IoU": 0.0, + "TN": 65498, + "TP": 0, + "n_pred": 38, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 22, + "FP": 0, + "IoU": 0.0, + "TN": 65514, + "TP": 0, + "n_pred": 0, + "n_ref": 22 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 941, + "IoU": 0.0, + "TN": 64595, + "TP": 0, + "n_pred": 941, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 7773, + "FP": 0, + "IoU": 0.0, + "TN": 57763, + "TP": 0, + "n_pred": 0, + "n_ref": 7773 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0245.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0245.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6726736057169489, + "FN": 14, + "FP": 2093, + "IoU": 0.5067883895131086, + "TN": 61264, + "TP": 2165, + "n_pred": 4258, + "n_ref": 2179 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.005435560005721642, + "FN": 6927, + "FP": 26, + "IoU": 0.0027251864601262193, + "TN": 58564, + "TP": 19, + "n_pred": 45, + "n_ref": 6946 + }, + "14": { + "Dice": 0.0, + "FN": 16384, + "FP": 0, + "IoU": 0.0, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 16384 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 65535, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.027253668763102725, + "FN": 533, + "FP": 5035, + "IoU": 0.01381509032943677, + "TN": 59890, + "TP": 78, + "n_pred": 5113, + "n_ref": 611 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.1702127659574468, + "FN": 34, + "FP": 44, + "IoU": 0.09302325581395349, + "TN": 65450, + "TP": 8, + "n_pred": 52, + "n_ref": 42 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0268.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0268.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9881195373423353, + "FN": 150, + "FP": 77, + "IoU": 0.9765180511016861, + "TN": 39485, + "TP": 9440, + "n_pred": 9517, + "n_ref": 9590 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 11, + "IoU": 0.0, + "TN": 49141, + "TP": 0, + "n_pred": 11, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0273.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0273.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 48, + "IoU": 0.0, + "TN": 49104, + "TP": 0, + "n_pred": 48, + "n_ref": 0 + }, + "6": { + "Dice": 0.9900899874700991, + "FN": 18, + "FP": 156, + "IoU": 0.980374464245432, + "TN": 40286, + "TP": 8692, + "n_pred": 8848, + "n_ref": 8710 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.6647727272727273, + "FN": 111, + "FP": 7, + "IoU": 0.4978723404255319, + "TN": 48917, + "TP": 117, + "n_pred": 124, + "n_ref": 228 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0281.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0281.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0294.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0294.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6245869694145556, + "FN": 8862, + "FP": 0, + "IoU": 0.45410866083528395, + "TN": 49302, + "TP": 7372, + "n_pred": 7372, + "n_ref": 16234 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 65529, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1231, + "IoU": 0.0, + "TN": 64305, + "TP": 0, + "n_pred": 1231, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1410, + "IoU": 0.0, + "TN": 64126, + "TP": 0, + "n_pred": 1410, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 4276, + "IoU": 0.0, + "TN": 61260, + "TP": 0, + "n_pred": 4276, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 14, + "IoU": 0.0, + "TN": 65522, + "TP": 0, + "n_pred": 14, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0317.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0317.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 17, + "IoU": 0.0, + "TN": 65519, + "TP": 0, + "n_pred": 17, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 1026, + "FP": 0, + "IoU": 0.0, + "TN": 64510, + "TP": 0, + "n_pred": 0, + "n_ref": 1026 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.002288329519450801, + "FN": 1446, + "FP": 298, + "IoU": 0.001145475372279496, + "TN": 63790, + "TP": 2, + "n_pred": 300, + "n_ref": 1448 + }, + "3": { + "Dice": 0.6894558390306265, + "FN": 3066, + "FP": 2521, + "IoU": 0.5260836372889982, + "TN": 53747, + "TP": 6202, + "n_pred": 8723, + "n_ref": 9268 + }, + "4": { + "Dice": 0.0, + "FN": 70, + "FP": 0, + "IoU": 0.0, + "TN": 65466, + "TP": 0, + "n_pred": 0, + "n_ref": 70 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 7087, + "FP": 251, + "IoU": 0.0, + "TN": 58198, + "TP": 0, + "n_pred": 251, + "n_ref": 7087 + }, + "7": { + "Dice": 0.04484377529545087, + "FN": 11419, + "FP": 381, + "IoU": 0.022936159642295274, + "TN": 53459, + "TP": 277, + "n_pred": 658, + "n_ref": 11696 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 20, + "FP": 0, + "IoU": 0.0, + "TN": 65516, + "TP": 0, + "n_pred": 0, + "n_ref": 20 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0330.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0330.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 257, + "IoU": 0.0, + "TN": 48895, + "TP": 0, + "n_pred": 257, + "n_ref": 0 + }, + "12": { + "Dice": 0.055463576158940396, + "FN": 2279, + "FP": 3, + "IoU": 0.02852277564921243, + "TN": 46803, + "TP": 67, + "n_pred": 70, + "n_ref": 2346 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 163, + "IoU": 0.0, + "TN": 48989, + "TP": 0, + "n_pred": 163, + "n_ref": 0 + }, + "3": { + "Dice": 0.15315315315315314, + "FN": 188, + "FP": 0, + "IoU": 0.08292682926829269, + "TN": 48947, + "TP": 17, + "n_pred": 17, + "n_ref": 205 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 152, + "IoU": 0.0, + "TN": 49000, + "TP": 0, + "n_pred": 152, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 306, + "FP": 0, + "IoU": 0.0, + "TN": 48846, + "TP": 0, + "n_pred": 0, + "n_ref": 306 + }, + "8": { + "Dice": 0.5, + "FN": 7, + "FP": 7, + "IoU": 0.3333333333333333, + "TN": 49131, + "TP": 7, + "n_pred": 14, + "n_ref": 14 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0332.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0332.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 757, + "IoU": 0.0, + "TN": 48395, + "TP": 0, + "n_pred": 757, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 186, + "IoU": 0.0, + "TN": 48966, + "TP": 0, + "n_pred": 186, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 3050, + "IoU": 0.0, + "TN": 46102, + "TP": 0, + "n_pred": 3050, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0348.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0348.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 12, + "FP": 0, + "IoU": 0.0, + "TN": 49140, + "TP": 0, + "n_pred": 0, + "n_ref": 12 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 24, + "FP": 0, + "IoU": 0.0, + "TN": 49128, + "TP": 0, + "n_pred": 0, + "n_ref": 24 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 34, + "FP": 59, + "IoU": 0.0, + "TN": 49059, + "TP": 0, + "n_pred": 59, + "n_ref": 34 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1144, + "IoU": 0.0, + "TN": 48008, + "TP": 0, + "n_pred": 1144, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 10455, + "FP": 0, + "IoU": 0.0, + "TN": 38697, + "TP": 0, + "n_pred": 0, + "n_ref": 10455 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0350.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0350.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9749210698754989, + "FN": 132, + "FP": 289, + "IoU": 0.951069270106927, + "TN": 56932, + "TP": 8183, + "n_pred": 8472, + "n_ref": 8315 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.334913112164297, + "FN": 0, + "FP": 421, + "IoU": 0.20113851992409867, + "TN": 65009, + "TP": 106, + "n_pred": 527, + "n_ref": 106 + }, + "15": { + "Dice": 0.7503446917470947, + "FN": 225, + "FP": 4845, + "IoU": 0.6004413271337379, + "TN": 52847, + "TP": 7619, + "n_pred": 12464, + "n_ref": 7844 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.13114754098360656, + "FN": 53, + "FP": 0, + "IoU": 0.07017543859649122, + "TN": 65479, + "TP": 4, + "n_pred": 4, + "n_ref": 57 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 283, + "IoU": 0.0, + "TN": 65253, + "TP": 0, + "n_pred": 283, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0367.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0367.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4987329892069451, + "FN": 5341, + "FP": 0, + "IoU": 0.33220805201300324, + "TN": 41154, + "TP": 2657, + "n_pred": 2657, + "n_ref": 7998 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 75, + "IoU": 0.0, + "TN": 49077, + "TP": 0, + "n_pred": 75, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 10, + "IoU": 0.0, + "TN": 49142, + "TP": 0, + "n_pred": 10, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 19, + "FP": 0, + "IoU": 0.0, + "TN": 49133, + "TP": 0, + "n_pred": 0, + "n_ref": 19 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 3445, + "IoU": 0.0, + "TN": 45707, + "TP": 0, + "n_pred": 3445, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 49150, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 58, + "IoU": 0.0, + "TN": 49094, + "TP": 0, + "n_pred": 58, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0371.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0371.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9459049238054763, + "FN": 430, + "FP": 461, + "IoU": 0.8973620550627808, + "TN": 40471, + "TP": 7790, + "n_pred": 8251, + "n_ref": 8220 + }, + "10": { + "Dice": 0.0011808118081180813, + "FN": 6764, + "FP": 3, + "IoU": 0.0005907546891153448, + "TN": 42381, + "TP": 4, + "n_pred": 7, + "n_ref": 6768 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 1091, + "IoU": 0.0, + "TN": 48061, + "TP": 0, + "n_pred": 1091, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 1326, + "FP": 38, + "IoU": 0.0, + "TN": 47788, + "TP": 0, + "n_pred": 38, + "n_ref": 1326 + }, + "13": { + "Dice": 0.006220839813374806, + "FN": 6614, + "FP": 415, + "IoU": 0.0031201248049922, + "TN": 42101, + "TP": 22, + "n_pred": 437, + "n_ref": 6636 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 133, + "IoU": 0.0, + "TN": 49019, + "TP": 0, + "n_pred": 133, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 527, + "IoU": 0.0, + "TN": 48625, + "TP": 0, + "n_pred": 527, + "n_ref": 0 + }, + "3": { + "Dice": 0.5426666666666666, + "FN": 686, + "FP": 0, + "IoU": 0.37236962488563585, + "TN": 48059, + "TP": 407, + "n_pred": 407, + "n_ref": 1093 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 408, + "FP": 1720, + "IoU": 0.0, + "TN": 47024, + "TP": 0, + "n_pred": 1720, + "n_ref": 408 + }, + "7": { + "Dice": 0.48084945013272656, + "FN": 1232, + "FP": 137, + "IoU": 0.3165252121817274, + "TN": 47149, + "TP": 634, + "n_pred": 771, + "n_ref": 1866 + }, + "8": { + "Dice": 0.6588235294117647, + "FN": 145, + "FP": 0, + "IoU": 0.49122807017543857, + "TN": 48867, + "TP": 140, + "n_pred": 140, + "n_ref": 285 + }, + "9": { + "Dice": 0.4199134199134199, + "FN": 246, + "FP": 22, + "IoU": 0.26575342465753427, + "TN": 48787, + "TP": 97, + "n_pred": 119, + "n_ref": 343 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0387.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0387.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0388.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0388.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 13, + "FP": 3, + "IoU": 0.0, + "TN": 65520, + "TP": 0, + "n_pred": 3, + "n_ref": 13 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.30684580934101086, + "FN": 5316, + "FP": 101, + "IoU": 0.1812273276904474, + "TN": 58920, + "TP": 1199, + "n_pred": 1300, + "n_ref": 6515 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3304, + "IoU": 0.0, + "TN": 62232, + "TP": 0, + "n_pred": 3304, + "n_ref": 0 + }, + "4": { + "Dice": 0.08781869688385269, + "FN": 1026, + "FP": 262, + "IoU": 0.045925925925925926, + "TN": 64186, + "TP": 62, + "n_pred": 324, + "n_ref": 1088 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8393056542482996, + "FN": 2553, + "FP": 2196, + "IoU": 0.7231065244009096, + "TN": 48385, + "TP": 12402, + "n_pred": 14598, + "n_ref": 14955 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 801, + "IoU": 0.0, + "TN": 64735, + "TP": 0, + "n_pred": 801, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 42, + "FP": 0, + "IoU": 0.0, + "TN": 65494, + "TP": 0, + "n_pred": 0, + "n_ref": 42 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0390.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0390.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 6084, + "IoU": 0.0, + "TN": 59452, + "TP": 0, + "n_pred": 6084, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 157, + "FP": 1898, + "IoU": 0.0, + "TN": 63481, + "TP": 0, + "n_pred": 1898, + "n_ref": 157 + }, + "7": { + "Dice": 0.3586750123074759, + "FN": 9113, + "FP": 6, + "IoU": 0.21852772302682322, + "TN": 53867, + "TP": 2550, + "n_pred": 2556, + "n_ref": 11663 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0398.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0398.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7897975165007272, + "FN": 2871, + "FP": 887, + "IoU": 0.6526160103531152, + "TN": 38334, + "TP": 7060, + "n_pred": 7947, + "n_ref": 9931 + }, + "11": { + "Dice": 0.0, + "FN": 1808, + "FP": 140, + "IoU": 0.0, + "TN": 47204, + "TP": 0, + "n_pred": 140, + "n_ref": 1808 + }, + "12": { + "Dice": 0.0, + "FN": 2079, + "FP": 0, + "IoU": 0.0, + "TN": 47073, + "TP": 0, + "n_pred": 0, + "n_ref": 2079 + }, + "13": { + "Dice": 0.0, + "FN": 221, + "FP": 2079, + "IoU": 0.0, + "TN": 46852, + "TP": 0, + "n_pred": 2079, + "n_ref": 221 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.43478260869565216, + "FN": 13, + "FP": 0, + "IoU": 0.2777777777777778, + "TN": 49134, + "TP": 5, + "n_pred": 5, + "n_ref": 18 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 192, + "IoU": 0.0, + "TN": 48960, + "TP": 0, + "n_pred": 192, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.25051055139550715, + "FN": 198, + "FP": 903, + "IoU": 0.1431906614785992, + "TN": 47867, + "TP": 184, + "n_pred": 1087, + "n_ref": 382 + }, + "7": { + "Dice": 0.5706771860618014, + "FN": 601, + "FP": 52, + "IoU": 0.39926402943882244, + "TN": 48065, + "TP": 434, + "n_pred": 486, + "n_ref": 1035 + }, + "8": { + "Dice": 0.1459227467811159, + "FN": 0, + "FP": 398, + "IoU": 0.0787037037037037, + "TN": 48720, + "TP": 34, + "n_pred": 432, + "n_ref": 34 + }, + "9": { + "Dice": 0.5778717406624383, + "FN": 2271, + "FP": 125, + "IoU": 0.40634291377601583, + "TN": 45116, + "TP": 1640, + "n_pred": 1765, + "n_ref": 3911 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0401.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868012/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0401.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": 0.2108809797907023, + "FN": 397.3573333333333, + "FP": 254.86800000000002, + "IoU": 0.17027628580221985, + "TN": 53497.87155555557, + "TP": 463.23644444444454, + "n_pred": 718.1044444444445, + "n_ref": 860.5937777777777 + }, + "mean": { + "1": { + "Dice": 0.24574290929282422, + "FN": 336.46666666666664, + "FP": 349.97999999999996, + "IoU": 0.2064881632286882, + "TN": 53240.66666666667, + "TP": 686.22, + "n_pred": 1036.2, + "n_ref": 1022.6866666666667 + }, + "10": { + "Dice": 0.19707763625900565, + "FN": 346.0266666666667, + "FP": 324.25333333333333, + "IoU": 0.1541394579512781, + "TN": 53525.43333333333, + "TP": 417.62, + "n_pred": 741.8733333333333, + "n_ref": 763.6466666666668 + }, + "11": { + "Dice": 0.006298563431099214, + "FN": 115.35999999999999, + "FP": 14.453333333333333, + "IoU": 0.003274886901944732, + "TN": 54482.653333333335, + "TP": 0.8666666666666666, + "n_pred": 15.319999999999999, + "n_ref": 116.22666666666666 + }, + "12": { + "Dice": 0.11580999337143547, + "FN": 130.5266666666667, + "FP": 23.860000000000003, + "IoU": 0.08594020398019925, + "TN": 54423.07333333333, + "TP": 35.873333333333335, + "n_pred": 59.73333333333333, + "n_ref": 166.4 + }, + "13": { + "Dice": 0.01874232508116277, + "FN": 404.82, + "FP": 61.626666666666665, + "IoU": 0.012072603818707544, + "TN": 54142.62000000001, + "TP": 4.266666666666667, + "n_pred": 65.89333333333335, + "n_ref": 409.0866666666667 + }, + "14": { + "Dice": 0.36896736589262696, + "FN": 376.8066666666667, + "FP": 471.93999999999994, + "IoU": 0.31594259853003104, + "TN": 52774.659999999996, + "TP": 989.9266666666666, + "n_pred": 1461.8666666666668, + "n_ref": 1366.7333333333331 + }, + "15": { + "Dice": 0.33340421533969816, + "FN": 339.20666666666665, + "FP": 201.26, + "IoU": 0.26108696179955204, + "TN": 53621.59333333334, + "TP": 451.27333333333337, + "n_pred": 652.5333333333334, + "n_ref": 790.4800000000001 + }, + "2": { + "Dice": 0.12856608787169205, + "FN": 409.25999999999993, + "FP": 243.6, + "IoU": 0.09443409009186901, + "TN": 53807.740000000005, + "TP": 152.73333333333332, + "n_pred": 396.33333333333337, + "n_ref": 561.9933333333332 + }, + "3": { + "Dice": 0.28854028068867343, + "FN": 463.6666666666667, + "FP": 363.7866666666667, + "IoU": 0.24664473112613444, + "TN": 52718.87999999999, + "TP": 1067.0, + "n_pred": 1430.7866666666666, + "n_ref": 1530.6666666666665 + }, + "4": { + "Dice": 0.19890143353355327, + "FN": 291.3066666666667, + "FP": 59.166666666666664, + "IoU": 0.1549647440528758, + "TN": 54063.2, + "TP": 199.66000000000003, + "n_pred": 258.82666666666665, + "n_ref": 490.9666666666666 + }, + "5": { + "Dice": 0.10758699510652261, + "FN": 290.2266666666667, + "FP": 15.053333333333333, + "IoU": 0.07406776105042964, + "TN": 54281.55333333333, + "TP": 26.5, + "n_pred": 41.55333333333333, + "n_ref": 316.7266666666667 + }, + "6": { + "Dice": 0.3069757507439672, + "FN": 871.0066666666665, + "FP": 948.3066666666666, + "IoU": 0.25897334506270353, + "TN": 50978.18, + "TP": 1815.8399999999997, + "n_pred": 2764.1466666666665, + "n_ref": 2686.846666666667 + }, + "7": { + "Dice": 0.09602805881430951, + "FN": 933.7133333333334, + "FP": 325.1066666666667, + "IoU": 0.06751716571141161, + "TN": 53143.56, + "TP": 210.95333333333332, + "n_pred": 536.0600000000001, + "n_ref": 1144.6666666666665 + }, + "8": { + "Dice": 0.5722865927166589, + "FN": 325.55333333333334, + "FP": 163.5533333333333, + "IoU": 0.48860384629801984, + "TN": 53432.60666666667, + "TP": 691.62, + "n_pred": 855.1733333333334, + "n_ref": 1017.1733333333332 + }, + "9": { + "Dice": 0.17828648871730537, + "FN": 326.4133333333333, + "FP": 257.0733333333334, + "IoU": 0.12999372742945342, + "TN": 53831.653333333335, + "TP": 198.19333333333333, + "n_pred": 455.2666666666667, + "n_ref": 524.6066666666667 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/loop_001/summary.json b/nnActive_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/loop_001/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..971080ad74764b84b48a748f5e6dd8b47de1e924 --- /dev/null +++ b/nnActive_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/loop_001/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.5787369054334021, + "FN": 43890.190666666655, + "FP": 72067.78266666667, + "IoU": 0.4413247545643823, + "TN": 96198302.52666666, + "TP": 142700.34, + "n_pred": 214768.12266666666, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.6812766680359199, + "FN": 42049.62, + "FP": 90188.76, + "IoU": 0.5412058234603456, + "TN": 96172483.94, + "TP": 152238.52, + "n_pred": 242427.28, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.43360827771533883, + "FN": 25735.12, + "FP": 103373.46, + "IoU": 0.2895120405946125, + "TN": 96279364.82, + "TP": 48487.44, + "n_pred": 151860.9, + "n_ref": 74222.56 + }, + "11": { + "Dice": 0.574900146851623, + "FN": 1736.2, + "FP": 840.74, + "IoU": 0.4265761931526828, + "TN": 96452419.72, + "TP": 1964.18, + "n_pred": 2804.92, + "n_ref": 3700.38 + }, + "12": { + "Dice": 0.395762057713653, + "FN": 2370.46, + "FP": 2954.58, + "IoU": 0.2588812358388035, + "TN": 96449769.6, + "TP": 1866.2, + "n_pred": 4820.78, + "n_ref": 4236.66 + }, + "13": { + "Dice": 0.35468035580347135, + "FN": 37193.44, + "FP": 31302.38, + "IoU": 0.22771061561935121, + "TN": 96367800.32, + "TP": 20664.7, + "n_pred": 51967.08, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.6742746133514285, + "FN": 48121.7, + "FP": 41531.38, + "IoU": 0.5457879992686338, + "TN": 96277071.32, + "TP": 90236.44, + "n_pred": 131767.82, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.4089333621475296, + "FN": 12259.44, + "FP": 99660.16, + "IoU": 0.28587852463048813, + "TN": 96303253.64, + "TP": 41787.6, + "n_pred": 141447.76, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.6794265202746409, + "FN": 56827.16, + "FP": 38142.16, + "IoU": 0.5318235606266558, + "TN": 96261976.98, + "TP": 100014.54, + "n_pred": 138156.7, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.6862143528301706, + "FN": 26632.58, + "FP": 99535.7, + "IoU": 0.5338510310655069, + "TN": 96194022.56, + "TP": 136770.0, + "n_pred": 236305.7, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.5301586528205806, + "FN": 6374.0, + "FP": 29925.22, + "IoU": 0.4018777528038451, + "TN": 96400458.12, + "TP": 20203.5, + "n_pred": 50128.72, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.5233887095521481, + "FN": 9790.16, + "FP": 5324.58, + "IoU": 0.37933266623893774, + "TN": 96434484.1, + "TP": 7362.0, + "n_pred": 12686.58, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.8405969820493323, + "FN": 142204.7, + "FP": 336364.7, + "IoU": 0.737506319122017, + "TN": 94761372.52, + "TP": 1217018.92, + "n_pred": 1553383.62, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.4701374220329282, + "FN": 205289.96, + "FP": 122637.3, + "IoU": 0.3231301597910045, + "TN": 95995398.88, + "TP": 133634.7, + "n_pred": 256272.0, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.7919261640062871, + "FN": 20435.82, + "FP": 37067.0, + "IoU": 0.6622030611889026, + "TN": 96287524.66, + "TP": 111933.36, + "n_pred": 149000.36, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.6357692963159791, + "FN": 21332.5, + "FP": 42168.62, + "IoU": 0.47459433506394794, + "TN": 96337136.72, + "TP": 56323.0, + "n_pred": 98491.62, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.49660780474368416, + "FN": 9756, + "FP": 158378, + "IoU": 0.330324852231268, + "TN": 119342252, + "TP": 82934, + "n_pred": 241312, + "n_ref": 92690 + }, + "10": { + "Dice": 0.5908149635592689, + "FN": 9429, + "FP": 81861, + "IoU": 0.4192600320618845, + "TN": 119436124, + "TP": 65906, + "n_pred": 147767, + "n_ref": 75335 + }, + "11": { + "Dice": 0.6528314028314028, + "FN": 1517, + "FP": 641, + "IoU": 0.48459517554334847, + "TN": 119589133, + "TP": 2029, + "n_pred": 2670, + "n_ref": 3546 + }, + "12": { + "Dice": 0.5879728222289828, + "FN": 1566, + "FP": 2497, + "IoU": 0.4164033323757541, + "TN": 119586358, + "TP": 2899, + "n_pred": 5396, + "n_ref": 4465 + }, + "13": { + "Dice": 0.34967543081305746, + "FN": 34038, + "FP": 35589, + "IoU": 0.2118828243497159, + "TN": 119504974, + "TP": 18719, + "n_pred": 54308, + "n_ref": 52757 + }, + "14": { + "Dice": 0.35630006697153566, + "FN": 185505, + "FP": 38444, + "IoU": 0.21676709952470719, + "TN": 119307391, + "TP": 61980, + "n_pred": 100424, + "n_ref": 247485 + }, + "15": { + "Dice": 0.04981812296080486, + "FN": 24091, + "FP": 310526, + "IoU": 0.025545372740536244, + "TN": 119249931, + "TP": 8772, + "n_pred": 319298, + "n_ref": 32863 + }, + "2": { + "Dice": 0.7510859539746872, + "FN": 42672, + "FP": 22367, + "IoU": 0.6013912297367695, + "TN": 119430155, + "TP": 98126, + "n_pred": 120493, + "n_ref": 140798 + }, + "3": { + "Dice": 0.7976019475092955, + "FN": 5739, + "FP": 77818, + "IoU": 0.6633426807845413, + "TN": 119345124, + "TP": 164639, + "n_pred": 242457, + "n_ref": 170378 + }, + "4": { + "Dice": 0.8170539625002697, + "FN": 20902, + "FP": 4535, + "IoU": 0.6906941961842922, + "TN": 119511081, + "TP": 56802, + "n_pred": 61337, + "n_ref": 77704 + }, + "5": { + "Dice": 0.05868004739006202, + "FN": 61738, + "FP": 19304, + "IoU": 0.030226881102814473, + "TN": 119509752, + "TP": 2526, + "n_pred": 21830, + "n_ref": 64264 + }, + "6": { + "Dice": 0.9364619879934123, + "FN": 80245, + "FP": 69252, + "IoU": 0.8805157666406114, + "TN": 118342134, + "TP": 1101689, + "n_pred": 1170941, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 188065, + "IoU": 0.0, + "TN": 119405255, + "TP": 0, + "n_pred": 188065, + "n_ref": 0 + }, + "8": { + "Dice": 0.7601794914409175, + "FN": 64665, + "FP": 75306, + "IoU": 0.6131367292225202, + "TN": 119231510, + "TP": 221839, + "n_pred": 297145, + "n_ref": 286504 + }, + "9": { + "Dice": 0.6503960169256549, + "FN": 22583, + "FP": 35417, + "IoU": 0.48191619547837894, + "TN": 119481369, + "TP": 53951, + "n_pred": 89368, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8139718887843073, + "FN": 20361, + "FP": 56522, + "IoU": 0.6863006711957076, + "TN": 72580575, + "TP": 168202, + "n_pred": 224724, + "n_ref": 188563 + }, + "10": { + "Dice": 0.3822598378135077, + "FN": 16646, + "FP": 150790, + "IoU": 0.2362924817894463, + "TN": 72606419, + "TP": 51805, + "n_pred": 202595, + "n_ref": 68451 + }, + "11": { + "Dice": 0.6110611510791367, + "FN": 888, + "FP": 842, + "IoU": 0.4399482033020395, + "TN": 72822571, + "TP": 1359, + "n_pred": 2201, + "n_ref": 2247 + }, + "12": { + "Dice": 0.5630466962723725, + "FN": 782, + "FP": 2465, + "IoU": 0.3918336767184866, + "TN": 72820321, + "TP": 2092, + "n_pred": 4557, + "n_ref": 2874 + }, + "13": { + "Dice": 0.2765540871267744, + "FN": 38883, + "FP": 20237, + "IoU": 0.16046577676796364, + "TN": 72755240, + "TP": 11300, + "n_pred": 31537, + "n_ref": 50183 + }, + "14": { + "Dice": 0.8244847606867594, + "FN": 4039, + "FP": 26977, + "IoU": 0.7013816011168343, + "TN": 72721795, + "TP": 72849, + "n_pred": 99826, + "n_ref": 76888 + }, + "15": { + "Dice": 0.313572625792771, + "FN": 10022, + "FP": 132087, + "IoU": 0.18593900371202052, + "TN": 72651092, + "TP": 32459, + "n_pred": 164546, + "n_ref": 42481 + }, + "2": { + "Dice": 0.8230372773265772, + "FN": 31565, + "FP": 13277, + "IoU": 0.6992891630901288, + "TN": 72676540, + "TP": 104278, + "n_pred": 117555, + "n_ref": 135843 + }, + "3": { + "Dice": 0.7823512202335982, + "FN": 5473, + "FP": 62226, + "IoU": 0.6425097558786099, + "TN": 72636287, + "TP": 121674, + "n_pred": 183900, + "n_ref": 127147 + }, + "4": { + "Dice": 0.6717914045505321, + "FN": 4157, + "FP": 18173, + "IoU": 0.5057875749728881, + "TN": 72780477, + "TP": 22853, + "n_pred": 41026, + "n_ref": 27010 + }, + "5": { + "Dice": 0.6606705905694068, + "FN": 3644, + "FP": 1487, + "IoU": 0.49328461386529726, + "TN": 72815534, + "TP": 4995, + "n_pred": 6482, + "n_ref": 8639 + }, + "6": { + "Dice": 0.8798708516551647, + "FN": 111460, + "FP": 187904, + "IoU": 0.7855083969159362, + "TN": 71429969, + "TP": 1096327, + "n_pred": 1284231, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.46819466830074613, + "FN": 147959, + "FP": 58591, + "IoU": 0.3056489350258176, + "TN": 72528188, + "TP": 90922, + "n_pred": 149513, + "n_ref": 238881 + }, + "8": { + "Dice": 0.802465934098504, + "FN": 4044, + "FP": 22615, + "IoU": 0.6700986276281107, + "TN": 72744851, + "TP": 54150, + "n_pred": 76765, + "n_ref": 58194 + }, + "9": { + "Dice": 0.6694649043875577, + "FN": 15861, + "FP": 45484, + "IoU": 0.5031546380063012, + "TN": 72702191, + "TP": 62124, + "n_pred": 107608, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.73140476661818, + "FN": 47599, + "FP": 108432, + "IoU": 0.5765469925883308, + "TN": 71441015, + "TP": 212442, + "n_pred": 320874, + "n_ref": 260041 + }, + "10": { + "Dice": 0.5575486355290252, + "FN": 18716, + "FP": 100322, + "IoU": 0.3865285508142651, + "TN": 71615448, + "TP": 75002, + "n_pred": 175324, + "n_ref": 93718 + }, + "11": { + "Dice": 0.5504802979807881, + "FN": 1965, + "FP": 328, + "IoU": 0.3797673789559102, + "TN": 71805791, + "TP": 1404, + "n_pred": 1732, + "n_ref": 3369 + }, + "12": { + "Dice": 0.3663950547906715, + "FN": 4553, + "FP": 2212, + "IoU": 0.22428620571035432, + "TN": 71800767, + "TP": 1956, + "n_pred": 4168, + "n_ref": 6509 + }, + "13": { + "Dice": 0.45977530039474257, + "FN": 37403, + "FP": 24866, + "IoU": 0.29851183435285633, + "TN": 71720721, + "TP": 26498, + "n_pred": 51364, + "n_ref": 63901 + }, + "14": { + "Dice": 0.6336609231304718, + "FN": 278222, + "FP": 3847, + "IoU": 0.46376549851906207, + "TN": 71283470, + "TP": 243949, + "n_pred": 247796, + "n_ref": 522171 + }, + "15": { + "Dice": 0.4858950989066436, + "FN": 112291, + "FP": 32392, + "IoU": 0.3209124404496492, + "TN": 71596433, + "TP": 68372, + "n_pred": 100764, + "n_ref": 180663 + }, + "2": { + "Dice": 0.6331099994867402, + "FN": 66696, + "FP": 26231, + "IoU": 0.4631755293030242, + "TN": 71636383, + "TP": 80178, + "n_pred": 106409, + "n_ref": 146874 + }, + "3": { + "Dice": 0.7474092952539295, + "FN": 14169, + "FP": 101294, + "IoU": 0.5966907565432134, + "TN": 71523199, + "TP": 170826, + "n_pred": 272120, + "n_ref": 184995 + }, + "4": { + "Dice": 0.6311678414936178, + "FN": 723, + "FP": 14765, + "IoU": 0.46109951287404316, + "TN": 71780748, + "TP": 13252, + "n_pred": 28017, + "n_ref": 13975 + }, + "5": { + "Dice": 0.7736250968241674, + "FN": 2353, + "FP": 2323, + "IoU": 0.6308226748776251, + "TN": 71796822, + "TP": 7990, + "n_pred": 10313, + "n_ref": 10343 + }, + "6": { + "Dice": 0.912240828590662, + "FN": 68544, + "FP": 158425, + "IoU": 0.8386422772319461, + "TN": 70402868, + "TP": 1179651, + "n_pred": 1338076, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.7715477818876415, + "FN": 44489, + "FP": 68413, + "IoU": 0.628064950766423, + "TN": 71505935, + "TP": 190651, + "n_pred": 259064, + "n_ref": 235140 + }, + "8": { + "Dice": 0.9100789202646261, + "FN": 9220, + "FP": 5011, + "IoU": 0.8349952461563435, + "TN": 71723242, + "TP": 72015, + "n_pred": 77026, + "n_ref": 81235 + }, + "9": { + "Dice": 0.770364509152292, + "FN": 15137, + "FP": 28395, + "IoU": 0.6264982711431047, + "TN": 71692937, + "TP": 73019, + "n_pred": 101414, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8652030858527708, + "FN": 13556, + "FP": 48962, + "IoU": 0.7624298894952044, + "TN": 135182354, + "TP": 200638, + "n_pred": 249600, + "n_ref": 214194 + }, + "10": { + "Dice": 0.55272586764086, + "FN": 22195, + "FP": 79669, + "IoU": 0.38190820611150217, + "TN": 135280706, + "TP": 62940, + "n_pred": 142609, + "n_ref": 85135 + }, + "11": { + "Dice": 0.6407203907203908, + "FN": 1448, + "FP": 906, + "IoU": 0.471367617336627, + "TN": 135441057, + "TP": 2099, + "n_pred": 3005, + "n_ref": 3547 + }, + "12": { + "Dice": 0.4219048346444665, + "FN": 2746, + "FP": 4823, + "IoU": 0.26735069209176265, + "TN": 135435179, + "TP": 2762, + "n_pred": 7585, + "n_ref": 5508 + }, + "13": { + "Dice": 0.3700239099993332, + "FN": 21151, + "FP": 44982, + "IoU": 0.22701186371340074, + "TN": 135359955, + "TP": 19422, + "n_pred": 64404, + "n_ref": 40573 + }, + "14": { + "Dice": 0.8359735651268028, + "FN": 14622, + "FP": 35762, + "IoU": 0.7181740380473999, + "TN": 135266733, + "TP": 128393, + "n_pred": 164155, + "n_ref": 143015 + }, + "15": { + "Dice": 0.35378575886296376, + "FN": 7365, + "FP": 153132, + "IoU": 0.21490869780023578, + "TN": 135241079, + "TP": 43934, + "n_pred": 197066, + "n_ref": 51299 + }, + "2": { + "Dice": 0.6144281575835169, + "FN": 96279, + "FP": 45869, + "IoU": 0.44344734698991417, + "TN": 135190102, + "TP": 113260, + "n_pred": 159129, + "n_ref": 209539 + }, + "3": { + "Dice": 0.6603306165350736, + "FN": 40280, + "FP": 151676, + "IoU": 0.4929056561904787, + "TN": 135066969, + "TP": 186585, + "n_pred": 338261, + "n_ref": 226865 + }, + "4": { + "Dice": 0.6919121272805949, + "FN": 2463, + "FP": 28152, + "IoU": 0.5289492714600034, + "TN": 135380517, + "TP": 34378, + "n_pred": 62530, + "n_ref": 36841 + }, + "5": { + "Dice": 0.4454697286012526, + "FN": 17375, + "FP": 9187, + "IoU": 0.2865622733743386, + "TN": 135408279, + "TP": 10669, + "n_pred": 19856, + "n_ref": 28044 + }, + "6": { + "Dice": 0.9365225652615572, + "FN": 81711, + "FP": 132564, + "IoU": 0.8806228836363514, + "TN": 133650568, + "TP": 1580667, + "n_pred": 1713231, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.4087288594540661, + "FN": 67270, + "FP": 313767, + "IoU": 0.2568568291346246, + "TN": 134932773, + "TP": 131700, + "n_pred": 445467, + "n_ref": 198970 + }, + "8": { + "Dice": 0.7948224241351914, + "FN": 60527, + "FP": 57755, + "IoU": 0.659506482739562, + "TN": 135098126, + "TP": 229102, + "n_pred": 286857, + "n_ref": 289629 + }, + "9": { + "Dice": 0.719869105382477, + "FN": 27859, + "FP": 26757, + "IoU": 0.5623402328693575, + "TN": 135320719, + "TP": 70175, + "n_pred": 96932, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6766487553373058, + "FN": 85144, + "FP": 78355, + "IoU": 0.5113145569374329, + "TN": 105419436, + "TP": 171070, + "n_pred": 249425, + "n_ref": 256214 + }, + "10": { + "Dice": 0.21794705800938471, + "FN": 36077, + "FP": 139088, + "IoU": 0.12230111287599024, + "TN": 105554432, + "TP": 24408, + "n_pred": 163496, + "n_ref": 60485 + }, + "11": { + "Dice": 0.5337508698677801, + "FN": 935, + "FP": 1745, + "IoU": 0.3640246796392976, + "TN": 105749791, + "TP": 1534, + "n_pred": 3279, + "n_ref": 2469 + }, + "12": { + "Dice": 0.33453466186135256, + "FN": 2826, + "FP": 3452, + "IoU": 0.20086558044806518, + "TN": 105746149, + "TP": 1578, + "n_pred": 5030, + "n_ref": 4404 + }, + "13": { + "Dice": 0.12400555625710317, + "FN": 74519, + "FP": 15662, + "IoU": 0.06610123855681206, + "TN": 105657441, + "TP": 6383, + "n_pred": 22045, + "n_ref": 80902 + }, + "14": { + "Dice": 0.8618055208314144, + "FN": 33167, + "FP": 19344, + "IoU": 0.7571689518832805, + "TN": 105537760, + "TP": 163734, + "n_pred": 183078, + "n_ref": 196901 + }, + "15": { + "Dice": 0.5712352471381666, + "FN": 2183, + "FP": 36471, + "IoU": 0.39981056783069113, + "TN": 105689602, + "TP": 25749, + "n_pred": 62220, + "n_ref": 27932 + }, + "2": { + "Dice": 0.8170484897690234, + "FN": 14013, + "FP": 48181, + "IoU": 0.6906863744647413, + "TN": 105552934, + "TP": 138877, + "n_pred": 187058, + "n_ref": 152890 + }, + "3": { + "Dice": 0.7360001554054382, + "FN": 19908, + "FP": 88814, + "IoU": 0.5822786755496131, + "TN": 105493731, + "TP": 151552, + "n_pred": 240366, + "n_ref": 171460 + }, + "4": { + "Dice": 0.4389582851722241, + "FN": 13321, + "FP": 57060, + "IoU": 0.28119574320321916, + "TN": 105656091, + "TP": 27533, + "n_pred": 84593, + "n_ref": 40854 + }, + "5": { + "Dice": 0.5952615182816855, + "FN": 5104, + "FP": 4770, + "IoU": 0.4237525532535746, + "TN": 105736870, + "TP": 7261, + "n_pred": 12031, + "n_ref": 12365 + }, + "6": { + "Dice": 0.848942487178327, + "FN": 138795, + "FP": 358646, + "IoU": 0.7375326408297801, + "TN": 103858756, + "TP": 1397808, + "n_pred": 1756454, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.49839861017940384, + "FN": 123505, + "FP": 168111, + "IoU": 0.33191139376805584, + "TN": 105317512, + "TP": 144877, + "n_pred": 312988, + "n_ref": 268382 + }, + "8": { + "Dice": 0.8690249696344308, + "FN": 7820, + "FP": 16550, + "IoU": 0.7683856374384611, + "TN": 105648787, + "TP": 80848, + "n_pred": 97398, + "n_ref": 88668 + }, + "9": { + "Dice": 0.6964876551137857, + "FN": 17866, + "FP": 31761, + "IoU": 0.534316117408603, + "TN": 105647437, + "TP": 56941, + "n_pred": 88702, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7979610116992253, + "FN": 19851, + "FP": 98341, + "IoU": 0.6638395421992411, + "TN": 96786286, + "TP": 233402, + "n_pred": 331743, + "n_ref": 253253 + }, + "10": { + "Dice": 0.6001169548337312, + "FN": 13029, + "FP": 119633, + "IoU": 0.4286907802090376, + "TN": 96905673, + "TP": 99545, + "n_pred": 219178, + "n_ref": 112574 + }, + "11": { + "Dice": 0.7084048027444254, + "FN": 1083, + "FP": 957, + "IoU": 0.548472775564409, + "TN": 97133362, + "TP": 2478, + "n_pred": 3435, + "n_ref": 3561 + }, + "12": { + "Dice": 0.4646436330506693, + "FN": 1203, + "FP": 6436, + "IoU": 0.30262917655650906, + "TN": 97126926, + "TP": 3315, + "n_pred": 9751, + "n_ref": 4518 + }, + "13": { + "Dice": 0.5897669681213704, + "FN": 13997, + "FP": 35946, + "IoU": 0.41820532833195484, + "TN": 97052037, + "TP": 35900, + "n_pred": 71846, + "n_ref": 49897 + }, + "14": { + "Dice": 0.850663429743418, + "FN": 61233, + "FP": 10123, + "IoU": 0.7401343103121768, + "TN": 96863292, + "TP": 203232, + "n_pred": 213355, + "n_ref": 264465 + }, + "15": { + "Dice": 0.1943705945346923, + "FN": 4131, + "FP": 147080, + "IoU": 0.10764700328116517, + "TN": 96968428, + "TP": 18241, + "n_pred": 165321, + "n_ref": 22372 + }, + "2": { + "Dice": 0.6629053932366347, + "FN": 42302, + "FP": 55028, + "IoU": 0.49578047049437657, + "TN": 96944849, + "TP": 95701, + "n_pred": 150729, + "n_ref": 138003 + }, + "3": { + "Dice": 0.43909689055141776, + "FN": 66434, + "FP": 168682, + "IoU": 0.28130951107307156, + "TN": 96810735, + "TP": 92029, + "n_pred": 260711, + "n_ref": 158463 + }, + "4": { + "Dice": 0.6445146612740141, + "FN": 1999, + "FP": 26127, + "IoU": 0.4754862652220129, + "TN": 97084257, + "TP": 25497, + "n_pred": 51624, + "n_ref": 27496 + }, + "5": { + "Dice": 0.6093702596108005, + "FN": 7603, + "FP": 1410, + "IoU": 0.43819734463628995, + "TN": 97121837, + "TP": 7030, + "n_pred": 8440, + "n_ref": 14633 + }, + "6": { + "Dice": 0.8524892163910855, + "FN": 96341, + "FP": 389543, + "IoU": 0.7429030110810917, + "TN": 95247994, + "TP": 1404002, + "n_pred": 1793545, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.6639662393637581, + "FN": 66156, + "FP": 124233, + "IoU": 0.49696815973240543, + "TN": 96759397, + "TP": 188094, + "n_pred": 312327, + "n_ref": 254250 + }, + "8": { + "Dice": 0.7729734103890323, + "FN": 13431, + "FP": 53901, + "IoU": 0.6299565281907263, + "TN": 96955923, + "TP": 114625, + "n_pred": 168526, + "n_ref": 128056 + }, + "9": { + "Dice": 0.6393769470404984, + "FN": 7008, + "FP": 62448, + "IoU": 0.46991482736514334, + "TN": 97006852, + "TP": 61572, + "n_pred": 124020, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6986239077958726, + "FN": 9120, + "FP": 132710, + "IoU": 0.5368347489868363, + "TN": 130460573, + "TP": 164389, + "n_pred": 297099, + "n_ref": 173509 + }, + "10": { + "Dice": 0.45689115640869227, + "FN": 19576, + "FP": 117534, + "IoU": 0.29608485383659683, + "TN": 130572010, + "TP": 57672, + "n_pred": 175206, + "n_ref": 77248 + }, + "11": { + "Dice": 0.6846508944027697, + "FN": 1676, + "FP": 510, + "IoU": 0.5205088835270892, + "TN": 130762233, + "TP": 2373, + "n_pred": 2883, + "n_ref": 4049 + }, + "12": { + "Dice": 0.5296076099881094, + "FN": 1101, + "FP": 2855, + "IoU": 0.36018114184053046, + "TN": 130760609, + "TP": 2227, + "n_pred": 5082, + "n_ref": 3328 + }, + "13": { + "Dice": 0.3963680963167841, + "FN": 29696, + "FP": 66768, + "IoU": 0.24716900144378975, + "TN": 130638657, + "TP": 31671, + "n_pred": 98439, + "n_ref": 61367 + }, + "14": { + "Dice": 0.8761299247943249, + "FN": 10601, + "FP": 31482, + "IoU": 0.7795651331262539, + "TN": 130575883, + "TP": 148826, + "n_pred": 180308, + "n_ref": 159427 + }, + "15": { + "Dice": 0.3223255263633137, + "FN": 2910, + "FP": 105913, + "IoU": 0.1921263817435395, + "TN": 130632089, + "TP": 25880, + "n_pred": 131793, + "n_ref": 28790 + }, + "2": { + "Dice": 0.7907987347432224, + "FN": 46954, + "FP": 16207, + "IoU": 0.6539843758559861, + "TN": 130584254, + "TP": 119377, + "n_pred": 135584, + "n_ref": 166331 + }, + "3": { + "Dice": 0.739628419608408, + "FN": 19690, + "FP": 83357, + "IoU": 0.5868336220169361, + "TN": 130517384, + "TP": 146361, + "n_pred": 229718, + "n_ref": 166051 + }, + "4": { + "Dice": 0.6050973563400348, + "FN": 10824, + "FP": 14122, + "IoU": 0.4337918198738027, + "TN": 130722734, + "TP": 19112, + "n_pred": 33234, + "n_ref": 29936 + }, + "5": { + "Dice": 0.5548050046585917, + "FN": 14636, + "FP": 12122, + "IoU": 0.3838962952729617, + "TN": 130723361, + "TP": 16673, + "n_pred": 28795, + "n_ref": 31309 + }, + "6": { + "Dice": 0.8891283286142265, + "FN": 93128, + "FP": 217113, + "IoU": 0.800387975962219, + "TN": 129212572, + "TP": 1243979, + "n_pred": 1461092, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.5322780345999969, + "FN": 218781, + "FP": 179756, + "IoU": 0.36265590292159555, + "TN": 130141483, + "TP": 226772, + "n_pred": 406528, + "n_ref": 445553 + }, + "8": { + "Dice": 0.8042625453157795, + "FN": 19461, + "FP": 83125, + "IoU": 0.6726079727327561, + "TN": 130453449, + "TP": 210757, + "n_pred": 293882, + "n_ref": 230218 + }, + "9": { + "Dice": 0.6294831816098565, + "FN": 31982, + "FP": 50478, + "IoU": 0.4593035073799891, + "TN": 130614285, + "TP": 70047, + "n_pred": 120525, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5245846950764623, + "FN": 57747, + "FP": 201622, + "IoU": 0.3555505309765297, + "TN": 71833542, + "TP": 143097, + "n_pred": 344719, + "n_ref": 200844 + }, + "10": { + "Dice": 0.11400069904306673, + "FN": 50595, + "FP": 136987, + "IoU": 0.0604457801152016, + "TN": 72036358, + "TP": 12068, + "n_pred": 149055, + "n_ref": 62663 + }, + "11": { + "Dice": 0.03691639522258415, + "FN": 2636, + "FP": 25, + "IoU": 0.018805309734513276, + "TN": 72233296, + "TP": 51, + "n_pred": 76, + "n_ref": 2687 + }, + "12": { + "Dice": 0.28856592540710907, + "FN": 2423, + "FP": 5703, + "IoU": 0.16861059954982607, + "TN": 72226234, + "TP": 1648, + "n_pred": 7351, + "n_ref": 4071 + }, + "13": { + "Dice": 0.19475736882548245, + "FN": 57005, + "FP": 54075, + "IoU": 0.10788431730020158, + "TN": 72111495, + "TP": 13433, + "n_pred": 67508, + "n_ref": 70438 + }, + "14": { + "Dice": 0.3877477644657334, + "FN": 23697, + "FP": 134670, + "IoU": 0.24050068340407166, + "TN": 72027493, + "TP": 50148, + "n_pred": 184818, + "n_ref": 73845 + }, + "15": { + "Dice": 0.21652017722428452, + "FN": 5714, + "FP": 157857, + "IoU": 0.12140321099192686, + "TN": 72049835, + "TP": 22602, + "n_pred": 180459, + "n_ref": 28316 + }, + "2": { + "Dice": 0.5038421548558989, + "FN": 65268, + "FP": 56894, + "IoU": 0.3367573525020495, + "TN": 72051819, + "TP": 62027, + "n_pred": 118921, + "n_ref": 127295 + }, + "3": { + "Dice": 0.7308660851837695, + "FN": 10505, + "FP": 105668, + "IoU": 0.5758778302678943, + "TN": 71962094, + "TP": 157741, + "n_pred": 263409, + "n_ref": 168246 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 93288, + "IoU": 0.0, + "TN": 72142720, + "TP": 0, + "n_pred": 93288, + "n_ref": 0 + }, + "5": { + "Dice": 0.7308544229228522, + "FN": 473, + "FP": 5238, + "IoU": 0.5758633494244337, + "TN": 72222543, + "TP": 7754, + "n_pred": 12992, + "n_ref": 8227 + }, + "6": { + "Dice": 0.5979448130874082, + "FN": 295330, + "FP": 1340563, + "IoU": 0.42647737312260725, + "TN": 69383648, + "TP": 1216467, + "n_pred": 2557030, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.3933533440767662, + "FN": 205134, + "FP": 208579, + "IoU": 0.24482878212616824, + "TN": 71688168, + "TP": 134127, + "n_pred": 342706, + "n_ref": 339261 + }, + "8": { + "Dice": 0.7596249476140138, + "FN": 6858, + "FP": 31571, + "IoU": 0.6124155320221886, + "TN": 72136858, + "TP": 60721, + "n_pred": 92292, + "n_ref": 67579 + }, + "9": { + "Dice": 0.29211661608019385, + "FN": 33403, + "FP": 45194, + "IoU": 0.17104014175121818, + "TN": 72141194, + "TP": 16217, + "n_pred": 61411, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6735381638613657, + "FN": 15543, + "FP": 55658, + "IoU": 0.5077704804701002, + "TN": 52408470, + "TP": 73449, + "n_pred": 129107, + "n_ref": 88992 + }, + "10": { + "Dice": 0.4330042669225137, + "FN": 30034, + "FP": 14880, + "IoU": 0.27632766176849705, + "TN": 52491056, + "TP": 17150, + "n_pred": 32030, + "n_ref": 47184 + }, + "11": { + "Dice": 0.0, + "FN": 2042, + "FP": 37, + "IoU": 0.0, + "TN": 52551041, + "TP": 0, + "n_pred": 37, + "n_ref": 2042 + }, + "12": { + "Dice": 0.0, + "FN": 4066, + "FP": 1310, + "IoU": 0.0, + "TN": 52547744, + "TP": 0, + "n_pred": 1310, + "n_ref": 4066 + }, + "13": { + "Dice": 0.1594072858717666, + "FN": 18506, + "FP": 14283, + "IoU": 0.0866064961836314, + "TN": 52517222, + "TP": 3109, + "n_pred": 17392, + "n_ref": 21615 + }, + "14": { + "Dice": 0.282444455248189, + "FN": 41313, + "FP": 32484, + "IoU": 0.1644456018387473, + "TN": 52464799, + "TP": 14524, + "n_pred": 47008, + "n_ref": 55837 + }, + "15": { + "Dice": 0.1758099775623093, + "FN": 10029, + "FP": 132860, + "IoU": 0.09637700864484061, + "TN": 52394991, + "TP": 15240, + "n_pred": 148100, + "n_ref": 25269 + }, + "2": { + "Dice": 0.5753833256976869, + "FN": 76048, + "FP": 11074, + "IoU": 0.40388641806363323, + "TN": 52406970, + "TP": 59028, + "n_pred": 70102, + "n_ref": 135076 + }, + "3": { + "Dice": 0.7227209955866873, + "FN": 30836, + "FP": 55301, + "IoU": 0.5658286036876116, + "TN": 52354726, + "TP": 112257, + "n_pred": 167558, + "n_ref": 143093 + }, + "4": { + "Dice": 0.0, + "FN": 1880, + "FP": 9798, + "IoU": 0.0, + "TN": 52541442, + "TP": 0, + "n_pred": 9798, + "n_ref": 1880 + }, + "5": { + "Dice": 0.7061391157420445, + "FN": 1267, + "FP": 2907, + "IoU": 0.5457612362607466, + "TN": 52543931, + "TP": 5015, + "n_pred": 7922, + "n_ref": 6282 + }, + "6": { + "Dice": 0.8204410830242488, + "FN": 151136, + "FP": 120985, + "IoU": 0.6955490490697677, + "TN": 51659311, + "TP": 621688, + "n_pred": 742673, + "n_ref": 772824 + }, + "7": { + "Dice": 0.4408809149470894, + "FN": 136840, + "FP": 5765, + "IoU": 0.2827756514391764, + "TN": 52354291, + "TP": 56224, + "n_pred": 61989, + "n_ref": 193064 + }, + "8": { + "Dice": 0.6550515884185699, + "FN": 25788, + "FP": 9751, + "IoU": 0.487045884271755, + "TN": 52483837, + "TP": 33744, + "n_pred": 43495, + "n_ref": 59532 + }, + "9": { + "Dice": 0.6327186761229314, + "FN": 24562, + "FP": 37582, + "IoU": 0.4627567604951933, + "TN": 52437448, + "TP": 53528, + "n_pred": 91110, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7617674599586535, + "FN": 20600, + "FP": 149605, + "IoU": 0.6152054927689243, + "TN": 143694923, + "TP": 272122, + "n_pred": 421727, + "n_ref": 292722 + }, + "10": { + "Dice": 0.5261079575503297, + "FN": 31130, + "FP": 89839, + "IoU": 0.35695148789589515, + "TN": 143949132, + "TP": 67149, + "n_pred": 156988, + "n_ref": 98279 + }, + "11": { + "Dice": 0.5581684450429918, + "FN": 3925, + "FP": 340, + "IoU": 0.387124586865929, + "TN": 144130291, + "TP": 2694, + "n_pred": 3034, + "n_ref": 6619 + }, + "12": { + "Dice": 0.4633573850299922, + "FN": 2981, + "FP": 3192, + "IoU": 0.3015388096854492, + "TN": 144128412, + "TP": 2665, + "n_pred": 5857, + "n_ref": 5646 + }, + "13": { + "Dice": 0.5535052003547529, + "FN": 49380, + "FP": 39226, + "IoU": 0.38265274129606275, + "TN": 143993723, + "TP": 54921, + "n_pred": 94147, + "n_ref": 104301 + }, + "14": { + "Dice": 0.7879235890231772, + "FN": 137225, + "FP": 9664, + "IoU": 0.650060987811967, + "TN": 143717494, + "TP": 272867, + "n_pred": 282531, + "n_ref": 410092 + }, + "15": { + "Dice": 0.289173092415698, + "FN": 2565, + "FP": 96257, + "IoU": 0.1690253357214332, + "TN": 144018327, + "TP": 20101, + "n_pred": 116358, + "n_ref": 22666 + }, + "2": { + "Dice": 0.6629859475196058, + "FN": 61064, + "FP": 17191, + "IoU": 0.49587059035740977, + "TN": 143982022, + "TP": 76973, + "n_pred": 94164, + "n_ref": 138037 + }, + "3": { + "Dice": 0.6797810395940641, + "FN": 14373, + "FP": 136201, + "IoU": 0.5149002248725829, + "TN": 143826852, + "TP": 159824, + "n_pred": 296025, + "n_ref": 174197 + }, + "4": { + "Dice": 0.8055479149475299, + "FN": 2848, + "FP": 20481, + "IoU": 0.6744078938186487, + "TN": 144065599, + "TP": 48322, + "n_pred": 68803, + "n_ref": 51170 + }, + "5": { + "Dice": 0.5065285578816836, + "FN": 18244, + "FP": 8816, + "IoU": 0.33916186382729313, + "TN": 144096302, + "TP": 13888, + "n_pred": 22704, + "n_ref": 32132 + }, + "6": { + "Dice": 0.7996708293515586, + "FN": 102129, + "FP": 527394, + "IoU": 0.6662096105850371, + "TN": 142251267, + "TP": 1256460, + "n_pred": 1783854, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.5989373450010326, + "FN": 73605, + "FP": 161374, + "IoU": 0.42748790916953966, + "TN": 143726815, + "TP": 175456, + "n_pred": 336830, + "n_ref": 249061 + }, + "8": { + "Dice": 0.7686209668334762, + "FN": 27834, + "FP": 93351, + "IoU": 0.6241952689879305, + "TN": 143814782, + "TP": 201283, + "n_pred": 294634, + "n_ref": 229117 + }, + "9": { + "Dice": 0.6998031146901273, + "FN": 15553, + "FP": 52145, + "IoU": 0.5382285733774428, + "TN": 143990645, + "TP": 78907, + "n_pred": 131052, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7831955129796, + "FN": 16774, + "FP": 92425, + "IoU": 0.6436494287569713, + "TN": 111472483, + "TP": 197238, + "n_pred": 289663, + "n_ref": 214012 + }, + "10": { + "Dice": 0.2034836877981405, + "FN": 30091, + "FP": 94473, + "IoU": 0.11326570564157323, + "TN": 111638445, + "TP": 15911, + "n_pred": 110384, + "n_ref": 46002 + }, + "11": { + "Dice": 0.5897109616433376, + "FN": 2173, + "FP": 84, + "IoU": 0.41814900747615363, + "TN": 111775041, + "TP": 1622, + "n_pred": 1706, + "n_ref": 3795 + }, + "12": { + "Dice": 0.3830232745429653, + "FN": 2282, + "FP": 5379, + "IoU": 0.2368761828867417, + "TN": 111768881, + "TP": 2378, + "n_pred": 7757, + "n_ref": 4660 + }, + "13": { + "Dice": 0.4017492261767071, + "FN": 34707, + "FP": 19604, + "IoU": 0.25136807862489147, + "TN": 111706373, + "TP": 18236, + "n_pred": 37840, + "n_ref": 52943 + }, + "14": { + "Dice": 0.7629640354687411, + "FN": 5029, + "FP": 48996, + "IoU": 0.6167678687966405, + "TN": 111637948, + "TP": 86947, + "n_pred": 135943, + "n_ref": 91976 + }, + "15": { + "Dice": 0.08098579555131655, + "FN": 5977, + "FP": 101941, + "IoU": 0.04220176972300373, + "TN": 111666247, + "TP": 4755, + "n_pred": 106696, + "n_ref": 10732 + }, + "2": { + "Dice": 0.6846818529201489, + "FN": 95218, + "FP": 7104, + "IoU": 0.5205446715991997, + "TN": 111565507, + "TP": 111091, + "n_pred": 118195, + "n_ref": 206309 + }, + "3": { + "Dice": 0.4825804891808035, + "FN": 3558, + "FP": 124850, + "IoU": 0.31802707540004993, + "TN": 111590631, + "TP": 59881, + "n_pred": 184731, + "n_ref": 63439 + }, + "4": { + "Dice": 0.848077622801698, + "FN": 1198, + "FP": 5065, + "IoU": 0.7362280997304582, + "TN": 111755176, + "TP": 17481, + "n_pred": 22546, + "n_ref": 18679 + }, + "5": { + "Dice": 0.3102204210734407, + "FN": 20139, + "FP": 7775, + "IoU": 0.18358632388640286, + "TN": 111744729, + "TP": 6277, + "n_pred": 14052, + "n_ref": 26416 + }, + "6": { + "Dice": 0.9134617862794522, + "FN": 171486, + "FP": 29976, + "IoU": 0.8407083844309133, + "TN": 110514183, + "TP": 1063275, + "n_pred": 1093251, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.43506233741025757, + "FN": 146494, + "FP": 92169, + "IoU": 0.27800617737724653, + "TN": 111448359, + "TP": 91898, + "n_pred": 184067, + "n_ref": 238392 + }, + "8": { + "Dice": 0.771744043831803, + "FN": 51032, + "FP": 82781, + "IoU": 0.6283250978398842, + "TN": 111418893, + "TP": 226214, + "n_pred": 308995, + "n_ref": 277246 + }, + "9": { + "Dice": 0.6539884960092746, + "FN": 21671, + "FP": 40409, + "IoU": 0.4858714015967138, + "TN": 111658172, + "TP": 58668, + "n_pred": 99077, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5546433629165973, + "FN": 55350, + "FP": 121388, + "IoU": 0.3837415269603057, + "TN": 198801083, + "TP": 110054, + "n_pred": 231442, + "n_ref": 165404 + }, + "10": { + "Dice": 0.5219255606131817, + "FN": 22594, + "FP": 51661, + "IoU": 0.3531118235355612, + "TN": 198973087, + "TP": 40533, + "n_pred": 92194, + "n_ref": 63127 + }, + "11": { + "Dice": 0.6710561676968557, + "FN": 1938, + "FP": 510, + "IoU": 0.5049544994944388, + "TN": 199082930, + "TP": 2497, + "n_pred": 3007, + "n_ref": 4435 + }, + "12": { + "Dice": 0.5135087409500265, + "FN": 1881, + "FP": 874, + "IoU": 0.3454502257068187, + "TN": 199083666, + "TP": 1454, + "n_pred": 2328, + "n_ref": 3335 + }, + "13": { + "Dice": 0.10095982936366868, + "FN": 33464, + "FP": 4471, + "IoU": 0.053163609135155374, + "TN": 199047810, + "TP": 2130, + "n_pred": 6601, + "n_ref": 35594 + }, + "14": { + "Dice": 0.514823770690575, + "FN": 9796, + "FP": 60229, + "IoU": 0.34664153689690885, + "TN": 198980698, + "TP": 37152, + "n_pred": 97381, + "n_ref": 46948 + }, + "15": { + "Dice": 0.6638231594081352, + "FN": 55457, + "FP": 28720, + "IoU": 0.49680786198486426, + "TN": 198920589, + "TP": 83109, + "n_pred": 111829, + "n_ref": 138566 + }, + "2": { + "Dice": 0.7687821105156163, + "FN": 25581, + "FP": 36975, + "IoU": 0.624407846151075, + "TN": 198921322, + "TP": 103997, + "n_pred": 140972, + "n_ref": 129578 + }, + "3": { + "Dice": 0.7352120517221954, + "FN": 27900, + "FP": 52004, + "IoU": 0.5812927398013991, + "TN": 198897040, + "TP": 110931, + "n_pred": 162935, + "n_ref": 138831 + }, + "4": { + "Dice": 0.6660303225376812, + "FN": 2118, + "FP": 12927, + "IoU": 0.4992844543548441, + "TN": 199057828, + "TP": 15002, + "n_pred": 27929, + "n_ref": 17120 + }, + "5": { + "Dice": 0.607047949162334, + "FN": 6933, + "FP": 10072, + "IoU": 0.43579960185799604, + "TN": 199057735, + "TP": 13135, + "n_pred": 23207, + "n_ref": 20068 + }, + "6": { + "Dice": 0.8010694367682287, + "FN": 125204, + "FP": 386261, + "IoU": 0.6681533204132439, + "TN": 197546606, + "TP": 1029804, + "n_pred": 1416065, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.6416531879066462, + "FN": 59578, + "FP": 48317, + "IoU": 0.472378027609747, + "TN": 198883382, + "TP": 96598, + "n_pred": 144915, + "n_ref": 156176 + }, + "8": { + "Dice": 0.7947296473567083, + "FN": 8186, + "FP": 48725, + "IoU": 0.659378740723007, + "TN": 198920795, + "TP": 110169, + "n_pred": 158894, + "n_ref": 118355 + }, + "9": { + "Dice": 0.8533714182684323, + "FN": 13472, + "FP": 17431, + "IoU": 0.7442439791442522, + "TN": 198967045, + "TP": 89927, + "n_pred": 107358, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7191862510795608, + "FN": 26989, + "FP": 95917, + "IoU": 0.5615072852596578, + "TN": 130794900, + "TP": 157386, + "n_pred": 253303, + "n_ref": 184375 + }, + "10": { + "Dice": 0.3574890488788654, + "FN": 16780, + "FP": 220250, + "IoU": 0.2176478936927957, + "TN": 130772221, + "TP": 65941, + "n_pred": 286191, + "n_ref": 82721 + }, + "11": { + "Dice": 0.6355755514100735, + "FN": 1175, + "FP": 2146, + "IoU": 0.46581952710310437, + "TN": 131068975, + "TP": 2896, + "n_pred": 5042, + "n_ref": 4071 + }, + "12": { + "Dice": 0.41677148846960166, + "FN": 1156, + "FP": 8581, + "IoU": 0.2632415254237288, + "TN": 131061976, + "TP": 3479, + "n_pred": 12060, + "n_ref": 4635 + }, + "13": { + "Dice": 0.32392460007803353, + "FN": 63591, + "FP": 47307, + "IoU": 0.19326373986105555, + "TN": 130937727, + "TP": 26567, + "n_pred": 73874, + "n_ref": 90158 + }, + "14": { + "Dice": 0.47359259877441046, + "FN": 6958, + "FP": 103427, + "IoU": 0.3102661834541365, + "TN": 130915152, + "TP": 49655, + "n_pred": 153082, + "n_ref": 56613 + }, + "15": { + "Dice": 0.3313160324135809, + "FN": 1739, + "FP": 102565, + "IoU": 0.1985492992377674, + "TN": 130945048, + "TP": 25840, + "n_pred": 128405, + "n_ref": 27579 + }, + "2": { + "Dice": 0.5677353244481574, + "FN": 73271, + "FP": 59187, + "IoU": 0.39638995092119594, + "TN": 130855749, + "TP": 86985, + "n_pred": 146172, + "n_ref": 160256 + }, + "3": { + "Dice": 0.6823472581829424, + "FN": 13499, + "FP": 150899, + "IoU": 0.517850596388528, + "TN": 130734223, + "TP": 176571, + "n_pred": 327470, + "n_ref": 190070 + }, + "4": { + "Dice": 0.6669309377932973, + "FN": 15877, + "FP": 41258, + "IoU": 0.5002973639559901, + "TN": 130960854, + "TP": 57203, + "n_pred": 98461, + "n_ref": 73080 + }, + "5": { + "Dice": 0.5363593052968946, + "FN": 8507, + "FP": 2198, + "IoU": 0.3664555838314494, + "TN": 131058295, + "TP": 6192, + "n_pred": 8390, + "n_ref": 14699 + }, + "6": { + "Dice": 0.7022547181232016, + "FN": 93146, + "FP": 1072656, + "IoU": 0.5411344798785177, + "TN": 128534574, + "TP": 1374816, + "n_pred": 2447472, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.20400701016473888, + "FN": 631663, + "FP": 503821, + "IoU": 0.11359009267817441, + "TN": 129794200, + "TP": 145508, + "n_pred": 649329, + "n_ref": 777171 + }, + "8": { + "Dice": 0.7773469145270526, + "FN": 20238, + "FP": 41601, + "IoU": 0.635786981412114, + "TN": 130905404, + "TP": 107949, + "n_pred": 149550, + "n_ref": 128187 + }, + "9": { + "Dice": 0.3895196607067841, + "FN": 31699, + "FP": 74386, + "IoU": 0.24186551751245275, + "TN": 130935263, + "TP": 33844, + "n_pred": 108230, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6883548467277054, + "FN": 13373, + "FP": 169683, + "IoU": 0.5248026457539957, + "TN": 101231979, + "TP": 202165, + "n_pred": 371848, + "n_ref": 215538 + }, + "10": { + "Dice": 0.21503496503496503, + "FN": 25405, + "FP": 123663, + "IoU": 0.12047012732615084, + "TN": 101447714, + "TP": 20418, + "n_pred": 144081, + "n_ref": 45823 + }, + "11": { + "Dice": 0.7346649332230233, + "FN": 1851, + "FP": 394, + "IoU": 0.5806090042966561, + "TN": 101611847, + "TP": 3108, + "n_pred": 3502, + "n_ref": 4959 + }, + "12": { + "Dice": 0.43271626913492345, + "FN": 3059, + "FP": 3315, + "IoU": 0.2760931289040318, + "TN": 101608395, + "TP": 2431, + "n_pred": 5746, + "n_ref": 5490 + }, + "13": { + "Dice": 0.677770381529622, + "FN": 11720, + "FP": 34267, + "IoU": 0.5125965808523492, + "TN": 101522849, + "TP": 48364, + "n_pred": 82631, + "n_ref": 60084 + }, + "14": { + "Dice": 0.7042536497218127, + "FN": 2531, + "FP": 47223, + "IoU": 0.5435119686585377, + "TN": 101508207, + "TP": 59239, + "n_pred": 106462, + "n_ref": 61770 + }, + "15": { + "Dice": 0.3812574669484961, + "FN": 4226, + "FP": 90032, + "IoU": 0.23552693474346706, + "TN": 101493902, + "TP": 29040, + "n_pred": 119072, + "n_ref": 33266 + }, + "2": { + "Dice": 0.43587751722254, + "FN": 121283, + "FP": 10883, + "IoU": 0.27867224083918224, + "TN": 101433974, + "TP": 51060, + "n_pred": 61943, + "n_ref": 172343 + }, + "3": { + "Dice": 0.6543921226640734, + "FN": 6762, + "FP": 168803, + "IoU": 0.4863171015018565, + "TN": 101275423, + "TP": 166212, + "n_pred": 335015, + "n_ref": 172974 + }, + "4": { + "Dice": 0.14267046670646946, + "FN": 3548, + "FP": 148664, + "IoU": 0.07681483772751808, + "TN": 101452323, + "TP": 12665, + "n_pred": 161329, + "n_ref": 16213 + }, + "5": { + "Dice": 0.5694065684027371, + "FN": 13354, + "FP": 12383, + "IoU": 0.3980212377789213, + "TN": 101574446, + "TP": 17017, + "n_pred": 29400, + "n_ref": 30371 + }, + "6": { + "Dice": 0.7889303168115933, + "FN": 301168, + "FP": 358334, + "IoU": 0.6514326365883102, + "TN": 99725164, + "TP": 1232534, + "n_pred": 1590868, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.5865093329100297, + "FN": 207991, + "FP": 101986, + "IoU": 0.41493682736335874, + "TN": 101087382, + "TP": 219841, + "n_pred": 321827, + "n_ref": 427832 + }, + "8": { + "Dice": 0.7892274988290299, + "FN": 45753, + "FP": 53696, + "IoU": 0.6518379778742474, + "TN": 101331560, + "TP": 186191, + "n_pred": 239887, + "n_ref": 231944 + }, + "9": { + "Dice": 0.6686506240382971, + "FN": 18423, + "FP": 43595, + "IoU": 0.5022352780653809, + "TN": 101492607, + "TP": 62575, + "n_pred": 106170, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7759965276631078, + "FN": 47108, + "FP": 47852, + "IoU": 0.6339822926985326, + "TN": 118922771, + "TP": 164481, + "n_pred": 212333, + "n_ref": 211589 + }, + "10": { + "Dice": 0.36364923016785006, + "FN": 26791, + "FP": 162048, + "IoU": 0.22223183248488443, + "TN": 118939416, + "TP": 53957, + "n_pred": 216005, + "n_ref": 80748 + }, + "11": { + "Dice": 0.5309930423782416, + "FN": 2359, + "FP": 607, + "IoU": 0.3614639397201292, + "TN": 119177567, + "TP": 1679, + "n_pred": 2286, + "n_ref": 4038 + }, + "12": { + "Dice": 0.1374616308554651, + "FN": 3620, + "FP": 2843, + "IoU": 0.07380338205789624, + "TN": 119175234, + "TP": 515, + "n_pred": 3358, + "n_ref": 4135 + }, + "13": { + "Dice": 0.30641547261041335, + "FN": 22682, + "FP": 24368, + "IoU": 0.18092717998711766, + "TN": 119124769, + "TP": 10393, + "n_pred": 34761, + "n_ref": 33075 + }, + "14": { + "Dice": 0.1397834745356747, + "FN": 55654, + "FP": 70046, + "IoU": 0.07514365807538646, + "TN": 119046299, + "TP": 10213, + "n_pred": 80259, + "n_ref": 65867 + }, + "15": { + "Dice": 0.15052262938263986, + "FN": 3893, + "FP": 186034, + "IoU": 0.08138657535041643, + "TN": 118975458, + "TP": 16827, + "n_pred": 202861, + "n_ref": 20720 + }, + "2": { + "Dice": 0.7595670903681954, + "FN": 36207, + "FP": 63363, + "IoU": 0.612340324470798, + "TN": 118925363, + "TP": 157279, + "n_pred": 220642, + "n_ref": 193486 + }, + "3": { + "Dice": 0.7008796814833588, + "FN": 25541, + "FP": 120809, + "IoU": 0.5395032865652011, + "TN": 118864403, + "TP": 171459, + "n_pred": 292268, + "n_ref": 197000 + }, + "4": { + "Dice": 0.55111609516536, + "FN": 14833, + "FP": 31600, + "IoU": 0.38037284652441383, + "TN": 119107275, + "TP": 28504, + "n_pred": 60104, + "n_ref": 43337 + }, + "5": { + "Dice": 0.8035605040988621, + "FN": 4587, + "FP": 1835, + "IoU": 0.6716265275860306, + "TN": 119162655, + "TP": 13135, + "n_pred": 14970, + "n_ref": 17722 + }, + "6": { + "Dice": 0.8849258708889515, + "FN": 81011, + "FP": 350169, + "IoU": 0.793602728093446, + "TN": 117093134, + "TP": 1657898, + "n_pred": 2008067, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.5215586568116268, + "FN": 154134, + "FP": 109125, + "IoU": 0.3527760226772645, + "TN": 118775461, + "TP": 143492, + "n_pred": 252617, + "n_ref": 297626 + }, + "8": { + "Dice": 0.8130889776722257, + "FN": 12664, + "FP": 19289, + "IoU": 0.6850462775866657, + "TN": 119080759, + "TP": 69500, + "n_pred": 88789, + "n_ref": 82164 + }, + "9": { + "Dice": 0.5732142177328274, + "FN": 40350, + "FP": 26914, + "IoU": 0.40175212344910394, + "TN": 119069777, + "TP": 45171, + "n_pred": 72085, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 86403, + "IoU": 0.0, + "TN": 61246077, + "TP": 0, + "n_pred": 86403, + "n_ref": 0 + }, + "10": { + "Dice": 0.3809330793239026, + "FN": 15632, + "FP": 45460, + "IoU": 0.23527939114760665, + "TN": 61252592, + "TP": 18796, + "n_pred": 64256, + "n_ref": 34428 + }, + "11": { + "Dice": 0.7062284179562603, + "FN": 1103, + "FP": 1194, + "IoU": 0.5458679319889285, + "TN": 61327422, + "TP": 2761, + "n_pred": 3955, + "n_ref": 3864 + }, + "12": { + "Dice": 0.09080492695502722, + "FN": 4533, + "FP": 1815, + "IoU": 0.047561890472618155, + "TN": 61325815, + "TP": 317, + "n_pred": 2132, + "n_ref": 4850 + }, + "13": { + "Dice": 0.27818059229293085, + "FN": 39287, + "FP": 30300, + "IoU": 0.1615620029880958, + "TN": 61249484, + "TP": 13409, + "n_pred": 43709, + "n_ref": 52696 + }, + "14": { + "Dice": 0.8645971975364775, + "FN": 61404, + "FP": 4112, + "IoU": 0.7614893988816402, + "TN": 61057792, + "TP": 209172, + "n_pred": 213284, + "n_ref": 270576 + }, + "15": { + "Dice": 0.6873319222471037, + "FN": 31009, + "FP": 30147, + "IoU": 0.5236144109055502, + "TN": 61204105, + "TP": 67219, + "n_pred": 97366, + "n_ref": 98228 + }, + "2": { + "Dice": 0.5269354263289333, + "FN": 85615, + "FP": 49637, + "IoU": 0.35771373213853236, + "TN": 61121901, + "TP": 75327, + "n_pred": 124964, + "n_ref": 160942 + }, + "3": { + "Dice": 0.5978546792989619, + "FN": 7392, + "FP": 155729, + "IoU": 0.42638567520237436, + "TN": 61048106, + "TP": 121253, + "n_pred": 276982, + "n_ref": 128645 + }, + "4": { + "Dice": 0.7422835685400677, + "FN": 6212, + "FP": 18770, + "IoU": 0.5901835660033793, + "TN": 61271521, + "TP": 35977, + "n_pred": 54747, + "n_ref": 42189 + }, + "5": { + "Dice": 0.747450768815754, + "FN": 1645, + "FP": 3036, + "IoU": 0.5967436250861475, + "TN": 61320872, + "TP": 6927, + "n_pred": 9963, + "n_ref": 8572 + }, + "6": { + "Dice": 0.840179040633257, + "FN": 62955, + "FP": 371945, + "IoU": 0.7244040848270159, + "TN": 59754445, + "TP": 1143135, + "n_pred": 1515080, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.3860820677198606, + "FN": 143521, + "FP": 49539, + "IoU": 0.23922038413341426, + "TN": 61078714, + "TP": 60706, + "n_pred": 110245, + "n_ref": 204227 + }, + "8": { + "Dice": 0.8149455996695338, + "FN": 21055, + "FP": 6720, + "IoU": 0.6876862357055311, + "TN": 61243547, + "TP": 61158, + "n_pred": 67878, + "n_ref": 82213 + }, + "9": { + "Dice": 0.6837606837606838, + "FN": 12774, + "FP": 34031, + "IoU": 0.5194805194805194, + "TN": 61235075, + "TP": 50600, + "n_pred": 84631, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6977139604752196, + "FN": 31893, + "FP": 93978, + "IoU": 0.5357609152669898, + "TN": 148836366, + "TP": 145263, + "n_pred": 239241, + "n_ref": 177156 + }, + "10": { + "Dice": 0.46431164284790805, + "FN": 26115, + "FP": 81613, + "IoU": 0.30234756986044103, + "TN": 148953085, + "TP": 46687, + "n_pred": 128300, + "n_ref": 72802 + }, + "11": { + "Dice": 0.6924643584521385, + "FN": 1074, + "FP": 285, + "IoU": 0.5295950155763239, + "TN": 149104611, + "TP": 1530, + "n_pred": 1815, + "n_ref": 2604 + }, + "12": { + "Dice": 0.36462841015992475, + "FN": 1128, + "FP": 2249, + "IoU": 0.22296364473078692, + "TN": 149103154, + "TP": 969, + "n_pred": 3218, + "n_ref": 2097 + }, + "13": { + "Dice": 0.307527276320061, + "FN": 62579, + "FP": 35543, + "IoU": 0.1817029438745726, + "TN": 148987590, + "TP": 21788, + "n_pred": 57331, + "n_ref": 84367 + }, + "14": { + "Dice": 0.799372969534498, + "FN": 5101, + "FP": 39054, + "IoU": 0.6657962458371177, + "TN": 148975380, + "TP": 87965, + "n_pred": 127019, + "n_ref": 93066 + }, + "15": { + "Dice": 0.4863244218468099, + "FN": 979, + "FP": 77318, + "IoU": 0.3212870900911053, + "TN": 148992139, + "TP": 37064, + "n_pred": 114382, + "n_ref": 38043 + }, + "2": { + "Dice": 0.5275229518967595, + "FN": 81933, + "FP": 52542, + "IoU": 0.35825546658013036, + "TN": 148897954, + "TP": 75071, + "n_pred": 127613, + "n_ref": 157004 + }, + "3": { + "Dice": 0.26125641121947757, + "FN": 28785, + "FP": 148232, + "IoU": 0.15025585883120998, + "TN": 148899182, + "TP": 31301, + "n_pred": 179533, + "n_ref": 60086 + }, + "4": { + "Dice": 0.8982499500245335, + "FN": 1119, + "FP": 4480, + "IoU": 0.8152937683502128, + "TN": 149077187, + "TP": 24714, + "n_pred": 29194, + "n_ref": 25833 + }, + "5": { + "Dice": 0.12823558414199593, + "FN": 30855, + "FP": 8044, + "IoU": 0.06851053639846744, + "TN": 149065740, + "TP": 2861, + "n_pred": 10905, + "n_ref": 33716 + }, + "6": { + "Dice": 0.9164862686617258, + "FN": 95701, + "FP": 88434, + "IoU": 0.8458464735188461, + "TN": 147913009, + "TP": 1010356, + "n_pred": 1098790, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.28761919564084515, + "FN": 212214, + "FP": 99464, + "IoU": 0.16796450585562617, + "TN": 148732903, + "TP": 62919, + "n_pred": 162383, + "n_ref": 275133 + }, + "8": { + "Dice": 0.8097198809514208, + "FN": 28284, + "FP": 66082, + "IoU": 0.6802767415779827, + "TN": 148812351, + "TP": 200783, + "n_pred": 266865, + "n_ref": 229067 + }, + "9": { + "Dice": 0.6628533241209018, + "FN": 28966, + "FP": 30565, + "IoU": 0.49572222410463185, + "TN": 148989448, + "TP": 58521, + "n_pred": 89086, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.06729450456969512, + "FN": 495993, + "FP": 33766, + "IoU": 0.03481880955417494, + "TN": 100163930, + "TP": 19111, + "n_pred": 52877, + "n_ref": 515104 + }, + "10": { + "Dice": 0.14160248913211376, + "FN": 25637, + "FP": 129963, + "IoU": 0.07619601743115997, + "TN": 100544366, + "TP": 12834, + "n_pred": 142797, + "n_ref": 38471 + }, + "11": { + "Dice": 0.12451272643889016, + "FN": 2938, + "FP": 4698, + "IoU": 0.06638953417288176, + "TN": 100704621, + "TP": 543, + "n_pred": 5241, + "n_ref": 3481 + }, + "12": { + "Dice": 0.1525709468951953, + "FN": 5330, + "FP": 702, + "IoU": 0.08258555133079848, + "TN": 100706225, + "TP": 543, + "n_pred": 1245, + "n_ref": 5873 + }, + "13": { + "Dice": 0.0, + "FN": 39155, + "FP": 28050, + "IoU": 0.0, + "TN": 100645595, + "TP": 0, + "n_pred": 28050, + "n_ref": 39155 + }, + "14": { + "Dice": 0.7187160550959938, + "FN": 42075, + "FP": 45451, + "IoU": 0.5609342550138955, + "TN": 100513454, + "TP": 111820, + "n_pred": 157271, + "n_ref": 153895 + }, + "15": { + "Dice": 0.7233974628989993, + "FN": 13691, + "FP": 48692, + "IoU": 0.5666583309020686, + "TN": 100568842, + "TP": 81575, + "n_pred": 130267, + "n_ref": 95266 + }, + "2": { + "Dice": 0.12453536701201869, + "FN": 210474, + "FP": 108428, + "IoU": 0.06640240760691367, + "TN": 100371216, + "TP": 22682, + "n_pred": 131110, + "n_ref": 233156 + }, + "3": { + "Dice": 0.48240264872912425, + "FN": 71979, + "FP": 254127, + "IoU": 0.3178726216971502, + "TN": 100234728, + "TP": 151966, + "n_pred": 406093, + "n_ref": 223945 + }, + "4": { + "Dice": 0.40674835115671587, + "FN": 15376, + "FP": 107945, + "IoU": 0.2552944799724633, + "TN": 100547203, + "TP": 42276, + "n_pred": 150221, + "n_ref": 57652 + }, + "5": { + "Dice": 0.22399669011170872, + "FN": 13766, + "FP": 4990, + "IoU": 0.12612402739598377, + "TN": 100691337, + "TP": 2707, + "n_pred": 7697, + "n_ref": 16473 + }, + "6": { + "Dice": 0.45173104132570924, + "FN": 1163221, + "FP": 1057532, + "IoU": 0.29176522515345465, + "TN": 97577183, + "TP": 914864, + "n_pred": 1972396, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.37057033164102954, + "FN": 113613, + "FP": 85745, + "IoU": 0.22742333642067408, + "TN": 100454757, + "TP": 58685, + "n_pred": 144430, + "n_ref": 172298 + }, + "8": { + "Dice": 0.7411685183252961, + "FN": 24311, + "FP": 32744, + "IoU": 0.5887750100905265, + "TN": 100574056, + "TP": 81689, + "n_pred": 114433, + "n_ref": 106000 + }, + "9": { + "Dice": 0.46620578807499474, + "FN": 50805, + "FP": 66097, + "IoU": 0.3039558921596647, + "TN": 100544848, + "TP": 51050, + "n_pred": 117147, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6513891503427198, + "FN": 19009, + "FP": 43955, + "IoU": 0.48300749657194, + "TN": 78828911, + "TP": 58825, + "n_pred": 102780, + "n_ref": 77834 + }, + "10": { + "Dice": 0.4224145955505911, + "FN": 23061, + "FP": 20374, + "IoU": 0.2677602076941232, + "TN": 78891382, + "TP": 15883, + "n_pred": 36257, + "n_ref": 38944 + }, + "11": { + "Dice": 0.2703936109526526, + "FN": 894, + "FP": 1664, + "IoU": 0.15633245382585753, + "TN": 78947668, + "TP": 474, + "n_pred": 2138, + "n_ref": 1368 + }, + "12": { + "Dice": 0.2679550796552625, + "FN": 2047, + "FP": 756, + "IoU": 0.15470446320868517, + "TN": 78947384, + "TP": 513, + "n_pred": 1269, + "n_ref": 2560 + }, + "13": { + "Dice": 0.07310482150476462, + "FN": 57092, + "FP": 1561, + "IoU": 0.03793917921464423, + "TN": 78889734, + "TP": 2313, + "n_pred": 3874, + "n_ref": 59405 + }, + "14": { + "Dice": 0.5717334455499113, + "FN": 8248, + "FP": 20248, + "IoU": 0.40029884041500935, + "TN": 78903183, + "TP": 19021, + "n_pred": 39269, + "n_ref": 27269 + }, + "15": { + "Dice": 0.781602732023096, + "FN": 2130, + "FP": 29718, + "IoU": 0.641500726048831, + "TN": 78861863, + "TP": 56989, + "n_pred": 86707, + "n_ref": 59119 + }, + "2": { + "Dice": 0.6909942844753341, + "FN": 42755, + "FP": 8552, + "IoU": 0.5278772096104828, + "TN": 78842027, + "TP": 57366, + "n_pred": 65918, + "n_ref": 100121 + }, + "3": { + "Dice": 0.6289077205571647, + "FN": 2819, + "FP": 93783, + "IoU": 0.4586910231984758, + "TN": 78772240, + "TP": 81858, + "n_pred": 175641, + "n_ref": 84677 + }, + "4": { + "Dice": 0.6577640611707916, + "FN": 504, + "FP": 16795, + "IoU": 0.49005099784806766, + "TN": 78916777, + "TP": 16624, + "n_pred": 33419, + "n_ref": 17128 + }, + "5": { + "Dice": 0.2862632508833922, + "FN": 28317, + "FP": 4001, + "IoU": 0.16704038763885667, + "TN": 78911901, + "TP": 6481, + "n_pred": 10482, + "n_ref": 34798 + }, + "6": { + "Dice": 0.8011473997354882, + "FN": 142221, + "FP": 138190, + "IoU": 0.6682618026258816, + "TN": 78105422, + "TP": 564867, + "n_pred": 703057, + "n_ref": 707088 + }, + "7": { + "Dice": 0.09532514751734154, + "FN": 683569, + "FP": 29047, + "IoU": 0.05004798976218407, + "TN": 78200540, + "TP": 37544, + "n_pred": 66591, + "n_ref": 721113 + }, + "8": { + "Dice": 0.7827770968074116, + "FN": 95460, + "FP": 35326, + "IoU": 0.64308442993827, + "TN": 78584266, + "TP": 235648, + "n_pred": 270974, + "n_ref": 331108 + }, + "9": { + "Dice": 0.3543420092434931, + "FN": 42481, + "FP": 10605, + "IoU": 0.21531935021358994, + "TN": 78883047, + "TP": 14567, + "n_pred": 25172, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7457174177433341, + "FN": 11467, + "FP": 81783, + "IoU": 0.5945370112703492, + "TN": 104774456, + "TP": 136734, + "n_pred": 218517, + "n_ref": 148201 + }, + "10": { + "Dice": 0.3779692777915911, + "FN": 24908, + "FP": 180234, + "IoU": 0.23302226808440635, + "TN": 104736972, + "TP": 62326, + "n_pred": 242560, + "n_ref": 87234 + }, + "11": { + "Dice": 0.748006833712984, + "FN": 1704, + "FP": 66, + "IoU": 0.5974528087332271, + "TN": 105000043, + "TP": 2627, + "n_pred": 2693, + "n_ref": 4331 + }, + "12": { + "Dice": 0.5465948379834366, + "FN": 1434, + "FP": 4205, + "IoU": 0.37607877849081656, + "TN": 104995402, + "TP": 3399, + "n_pred": 7604, + "n_ref": 4833 + }, + "13": { + "Dice": 0.549224584472882, + "FN": 42775, + "FP": 14748, + "IoU": 0.3785731262018452, + "TN": 104911874, + "TP": 35043, + "n_pred": 49791, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9172300730283035, + "FN": 2384, + "FP": 9834, + "IoU": 0.8471144701937033, + "TN": 104924524, + "TP": 67698, + "n_pred": 77532, + "n_ref": 70082 + }, + "15": { + "Dice": 0.43017010257395666, + "FN": 854, + "FP": 61421, + "IoU": 0.27402338513190566, + "TN": 104918659, + "TP": 23506, + "n_pred": 84927, + "n_ref": 24360 + }, + "2": { + "Dice": 0.7559561229071782, + "FN": 52904, + "FP": 23184, + "IoU": 0.6076603380531521, + "TN": 104810506, + "TP": 117846, + "n_pred": 141030, + "n_ref": 170750 + }, + "3": { + "Dice": 0.7608679937350237, + "FN": 11449, + "FP": 77868, + "IoU": 0.6140330407802568, + "TN": 104773029, + "TP": 142094, + "n_pred": 219962, + "n_ref": 153543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 38520, + "IoU": 0.0, + "TN": 104965920, + "TP": 0, + "n_pred": 38520, + "n_ref": 0 + }, + "5": { + "Dice": 0.4296384533659573, + "FN": 16735, + "FP": 18697, + "IoU": 0.273592061832421, + "TN": 104955663, + "TP": 13345, + "n_pred": 32042, + "n_ref": 30080 + }, + "6": { + "Dice": 0.8158190185155888, + "FN": 60143, + "FP": 470727, + "IoU": 0.6889310259762252, + "TN": 103297841, + "TP": 1175729, + "n_pred": 1646456, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.5268642291050213, + "FN": 52926, + "FP": 265272, + "IoU": 0.3576481133065786, + "TN": 104509076, + "TP": 177166, + "n_pred": 442438, + "n_ref": 230092 + }, + "8": { + "Dice": 0.8446285614502338, + "FN": 68707, + "FP": 40734, + "IoU": 0.7310450416797735, + "TN": 104597528, + "TP": 297471, + "n_pred": 338205, + "n_ref": 366178 + }, + "9": { + "Dice": 0.6051474530831099, + "FN": 14552, + "FP": 88544, + "IoU": 0.4338433151380026, + "TN": 104822342, + "TP": 79002, + "n_pred": 167546, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6547357978583724, + "FN": 137623, + "FP": 158208, + "IoU": 0.48669681153787425, + "TN": 177099960, + "TP": 280497, + "n_pred": 438705, + "n_ref": 418120 + }, + "10": { + "Dice": 0.2151107511993377, + "FN": 42210, + "FP": 174899, + "IoU": 0.12051770234140809, + "TN": 177429428, + "TP": 29751, + "n_pred": 204650, + "n_ref": 71961 + }, + "11": { + "Dice": 0.6274292059966685, + "FN": 2483, + "FP": 201, + "IoU": 0.4571197411003236, + "TN": 177671344, + "TP": 2260, + "n_pred": 2461, + "n_ref": 4743 + }, + "12": { + "Dice": 0.48197242841993637, + "FN": 1562, + "FP": 6254, + "IoU": 0.31749912679008035, + "TN": 177664836, + "TP": 3636, + "n_pred": 9890, + "n_ref": 5198 + }, + "13": { + "Dice": 0.5444599334698828, + "FN": 22989, + "FP": 67530, + "IoU": 0.3740604233367678, + "TN": 177531675, + "TP": 54094, + "n_pred": 121624, + "n_ref": 77083 + }, + "14": { + "Dice": 0.8501626385925641, + "FN": 3324, + "FP": 22380, + "IoU": 0.7393764258555133, + "TN": 177577663, + "TP": 72921, + "n_pred": 95301, + "n_ref": 76245 + }, + "15": { + "Dice": 0.3512544200774406, + "FN": 2259, + "FP": 74980, + "IoU": 0.21304343396264863, + "TN": 177578139, + "TP": 20910, + "n_pred": 95890, + "n_ref": 23169 + }, + "2": { + "Dice": 0.7220122259786603, + "FN": 62416, + "FP": 54591, + "IoU": 0.5649601980985808, + "TN": 177407331, + "TP": 151950, + "n_pred": 206541, + "n_ref": 214366 + }, + "3": { + "Dice": 0.6918676568437881, + "FN": 52113, + "FP": 85889, + "IoU": 0.5288972942710645, + "TN": 177383354, + "TP": 154932, + "n_pred": 240821, + "n_ref": 207045 + }, + "4": { + "Dice": 0.6362784283728897, + "FN": 4903, + "FP": 28858, + "IoU": 0.4665750264650582, + "TN": 177612997, + "TP": 29530, + "n_pred": 58388, + "n_ref": 34433 + }, + "5": { + "Dice": 0.5951592952896734, + "FN": 13378, + "FP": 10842, + "IoU": 0.42364895414415915, + "TN": 177634265, + "TP": 17803, + "n_pred": 28645, + "n_ref": 31181 + }, + "6": { + "Dice": 0.8320029697412523, + "FN": 144770, + "FP": 525919, + "IoU": 0.7123331208786873, + "TN": 175344810, + "TP": 1660789, + "n_pred": 2186708, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.5856011191523016, + "FN": 92746, + "FP": 297084, + "IoU": 0.41402826817943367, + "TN": 177011017, + "TP": 275441, + "n_pred": 572525, + "n_ref": 368187 + }, + "8": { + "Dice": 0.7540399254457254, + "FN": 19214, + "FP": 98365, + "IoU": 0.6051878714616702, + "TN": 177378478, + "TP": 180231, + "n_pred": 278596, + "n_ref": 199445 + }, + "9": { + "Dice": 0.6522644062673875, + "FN": 40268, + "FP": 60978, + "IoU": 0.4839706017267918, + "TN": 177480086, + "TP": 94956, + "n_pred": 155934, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6962732586623083, + "FN": 11543, + "FP": 141586, + "IoU": 0.5340638007838173, + "TN": 193676887, + "TP": 175519, + "n_pred": 317105, + "n_ref": 187062 + }, + "10": { + "Dice": 0.795337552050887, + "FN": 14275, + "FP": 23177, + "IoU": 0.6602161073460167, + "TN": 193895312, + "TP": 72771, + "n_pred": 95948, + "n_ref": 87046 + }, + "11": { + "Dice": 0.508426299549015, + "FN": 2041, + "FP": 30, + "IoU": 0.3408656906429026, + "TN": 194002393, + "TP": 1071, + "n_pred": 1101, + "n_ref": 3112 + }, + "12": { + "Dice": 0.47869134739560915, + "FN": 1726, + "FP": 3118, + "IoU": 0.3146576117713639, + "TN": 193998467, + "TP": 2224, + "n_pred": 5342, + "n_ref": 3950 + }, + "13": { + "Dice": 0.4028446368720388, + "FN": 45663, + "FP": 17230, + "IoU": 0.25222633074536005, + "TN": 193921428, + "TP": 21214, + "n_pred": 38444, + "n_ref": 66877 + }, + "14": { + "Dice": 0.8203455318209416, + "FN": 1591, + "FP": 30957, + "IoU": 0.6954117107590376, + "TN": 193898676, + "TP": 74311, + "n_pred": 105268, + "n_ref": 75902 + }, + "15": { + "Dice": 0.17471187999897783, + "FN": 455, + "FP": 193321, + "IoU": 0.09571742569544582, + "TN": 193791248, + "TP": 20511, + "n_pred": 213832, + "n_ref": 20966 + }, + "2": { + "Dice": 0.8402859761686526, + "FN": 24305, + "FP": 19257, + "IoU": 0.7245630896077291, + "TN": 193847379, + "TP": 114594, + "n_pred": 133851, + "n_ref": 138899 + }, + "3": { + "Dice": 0.7842188523884855, + "FN": 16076, + "FP": 49124, + "IoU": 0.6450329106756897, + "TN": 193821856, + "TP": 118479, + "n_pred": 167603, + "n_ref": 134555 + }, + "4": { + "Dice": 0.6832414145507727, + "FN": 1641, + "FP": 16336, + "IoU": 0.5188813060350596, + "TN": 193968170, + "TP": 19388, + "n_pred": 35724, + "n_ref": 21029 + }, + "5": { + "Dice": 0.4210041270986096, + "FN": 16763, + "FP": 12137, + "IoU": 0.26662775648996373, + "TN": 193966128, + "TP": 10507, + "n_pred": 22644, + "n_ref": 27270 + }, + "6": { + "Dice": 0.8726835469035784, + "FN": 127472, + "FP": 239508, + "IoU": 0.7741247317969695, + "TN": 192380833, + "TP": 1257722, + "n_pred": 1497230, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.6541514968609555, + "FN": 151820, + "FP": 28098, + "IoU": 0.4860513611563402, + "TN": 193655465, + "TP": 170152, + "n_pred": 198250, + "n_ref": 321972 + }, + "8": { + "Dice": 0.7956850315533015, + "FN": 31406, + "FP": 76439, + "IoU": 0.6606951274379328, + "TN": 193687694, + "TP": 209996, + "n_pred": 286435, + "n_ref": 241402 + }, + "9": { + "Dice": 0.6292281053896971, + "FN": 41363, + "FP": 25875, + "IoU": 0.45903195700447336, + "TN": 193881243, + "TP": 57054, + "n_pred": 82929, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6868062332756179, + "FN": 5371, + "FP": 94115, + "IoU": 0.5230044877450041, + "TN": 99447232, + "TP": 109082, + "n_pred": 203197, + "n_ref": 114453 + }, + "10": { + "Dice": 0.5200177106636839, + "FN": 27055, + "FP": 55333, + "IoU": 0.3513675227133162, + "TN": 99528782, + "TP": 44630, + "n_pred": 99963, + "n_ref": 71685 + }, + "11": { + "Dice": 0.47034425549564496, + "FN": 2508, + "FP": 46, + "IoU": 0.30748373101952275, + "TN": 99652112, + "TP": 1134, + "n_pred": 1180, + "n_ref": 3642 + }, + "12": { + "Dice": 0.24367761758449538, + "FN": 2537, + "FP": 3863, + "IoU": 0.13874310321625621, + "TN": 99648369, + "TP": 1031, + "n_pred": 4894, + "n_ref": 3568 + }, + "13": { + "Dice": 0.28058751948079674, + "FN": 32288, + "FP": 35108, + "IoU": 0.16318802071046326, + "TN": 99575261, + "TP": 13143, + "n_pred": 48251, + "n_ref": 45431 + }, + "14": { + "Dice": 0.5198569719596682, + "FN": 14595, + "FP": 58453, + "IoU": 0.35122076860906093, + "TN": 99543207, + "TP": 39545, + "n_pred": 97998, + "n_ref": 54140 + }, + "15": { + "Dice": 0.3878020187872052, + "FN": 12475, + "FP": 67947, + "IoU": 0.24054242922167451, + "TN": 99549906, + "TP": 25472, + "n_pred": 93419, + "n_ref": 37947 + }, + "2": { + "Dice": 0.8468037687836276, + "FN": 12923, + "FP": 23921, + "IoU": 0.7343102117932113, + "TN": 99517127, + "TP": 101829, + "n_pred": 125750, + "n_ref": 114752 + }, + "3": { + "Dice": 0.7214446341408383, + "FN": 27885, + "FP": 46189, + "IoU": 0.5642654619466111, + "TN": 99485802, + "TP": 95924, + "n_pred": 142113, + "n_ref": 123809 + }, + "4": { + "Dice": 0.4136973025359393, + "FN": 6100, + "FP": 30198, + "IoU": 0.2607934180514826, + "TN": 99606696, + "TP": 12806, + "n_pred": 43004, + "n_ref": 18906 + }, + "5": { + "Dice": 0.5174522292993631, + "FN": 2904, + "FP": 4672, + "IoU": 0.34902904279085756, + "TN": 99644162, + "TP": 4062, + "n_pred": 8734, + "n_ref": 6966 + }, + "6": { + "Dice": 0.9111088303840786, + "FN": 137908, + "FP": 99406, + "IoU": 0.83673084676171, + "TN": 98202286, + "TP": 1216200, + "n_pred": 1315606, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.500648962251438, + "FN": 61090, + "FP": 150127, + "IoU": 0.33391043834752443, + "TN": 99338700, + "TP": 105883, + "n_pred": 256010, + "n_ref": 166973 + }, + "8": { + "Dice": 0.866979240247088, + "FN": 9483, + "FP": 18576, + "IoU": 0.7651927228907597, + "TN": 99536302, + "TP": 91439, + "n_pred": 110015, + "n_ref": 100922 + }, + "9": { + "Dice": 0.7813008285654146, + "FN": 13874, + "FP": 31842, + "IoU": 0.6410940836578319, + "TN": 99528424, + "TP": 81660, + "n_pred": 113502, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8009522341114435, + "FN": 122242, + "FP": 39131, + "IoU": 0.6679902643560629, + "TN": 62597471, + "TP": 324676, + "n_pred": 363807, + "n_ref": 446918 + }, + "10": { + "Dice": 0.6195553440892773, + "FN": 13551, + "FP": 56813, + "IoU": 0.44880853530526876, + "TN": 62955862, + "TP": 57294, + "n_pred": 114107, + "n_ref": 70845 + }, + "11": { + "Dice": 0.7180218735140276, + "FN": 1280, + "FP": 499, + "IoU": 0.5600890207715133, + "TN": 63079476, + "TP": 2265, + "n_pred": 2764, + "n_ref": 3545 + }, + "12": { + "Dice": 0.5861801242236024, + "FN": 1237, + "FP": 1961, + "IoU": 0.414607358594179, + "TN": 63078057, + "TP": 2265, + "n_pred": 4226, + "n_ref": 3502 + }, + "13": { + "Dice": 0.32535720433809606, + "FN": 34315, + "FP": 12713, + "IoU": 0.1942845394736842, + "TN": 63025152, + "TP": 11340, + "n_pred": 24053, + "n_ref": 45655 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 63083520, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 61, + "IoU": 0.0, + "TN": 63083459, + "TP": 0, + "n_pred": 61, + "n_ref": 0 + }, + "2": { + "Dice": 0.7763398729619811, + "FN": 27478, + "FP": 28121, + "IoU": 0.6344407697921667, + "TN": 62931427, + "TP": 96494, + "n_pred": 124615, + "n_ref": 123972 + }, + "3": { + "Dice": 0.8133613864289484, + "FN": 16640, + "FP": 34278, + "IoU": 0.6854331024853738, + "TN": 62921653, + "TP": 110949, + "n_pred": 145227, + "n_ref": 127589 + }, + "4": { + "Dice": 0.5276263664254014, + "FN": 9172, + "FP": 6687, + "IoU": 0.35835086583589576, + "TN": 63058804, + "TP": 8857, + "n_pred": 15544, + "n_ref": 18029 + }, + "5": { + "Dice": 0.3130149588032957, + "FN": 13041, + "FP": 4135, + "IoU": 0.18554696761344777, + "TN": 63062431, + "TP": 3913, + "n_pred": 8048, + "n_ref": 16954 + }, + "6": { + "Dice": 0.8326950411330398, + "FN": 213428, + "FP": 154754, + "IoU": 0.7133483283933719, + "TN": 61799097, + "TP": 916241, + "n_pred": 1070995, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.7055141646720381, + "FN": 31091, + "FP": 73733, + "IoU": 0.545014974608273, + "TN": 62853130, + "TP": 125566, + "n_pred": 199299, + "n_ref": 156657 + }, + "8": { + "Dice": 0.870520931546033, + "FN": 16397, + "FP": 12030, + "IoU": 0.770727812368939, + "TN": 62959532, + "TP": 95561, + "n_pred": 107591, + "n_ref": 111958 + }, + "9": { + "Dice": 0.7584896699121348, + "FN": 9352, + "FP": 12005, + "IoU": 0.6109410864575363, + "TN": 63028626, + "TP": 33537, + "n_pred": 45542, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8119024347718208, + "FN": 70347, + "FP": 41850, + "IoU": 0.6833634362476717, + "TN": 109254478, + "TP": 242143, + "n_pred": 283993, + "n_ref": 312490 + }, + "10": { + "Dice": 0.29235714285714287, + "FN": 42905, + "FP": 175049, + "IoU": 0.17120508637637513, + "TN": 109345841, + "TP": 45023, + "n_pred": 220072, + "n_ref": 87928 + }, + "11": { + "Dice": 0.7005765534913517, + "FN": 1732, + "FP": 605, + "IoU": 0.5391441530270163, + "TN": 109603747, + "TP": 2734, + "n_pred": 3339, + "n_ref": 4466 + }, + "12": { + "Dice": 0.5762995152933311, + "FN": 2357, + "FP": 178, + "IoU": 0.40478985677389057, + "TN": 109604559, + "TP": 1724, + "n_pred": 1902, + "n_ref": 4081 + }, + "13": { + "Dice": 0.25297047270591405, + "FN": 60106, + "FP": 61990, + "IoU": 0.14480034181089732, + "TN": 109466049, + "TP": 20673, + "n_pred": 82663, + "n_ref": 80779 + }, + "14": { + "Dice": 0.4955545116052476, + "FN": 39953, + "FP": 76017, + "IoU": 0.32939346452094165, + "TN": 109435885, + "TP": 56963, + "n_pred": 132980, + "n_ref": 96916 + }, + "15": { + "Dice": 0.7505709664572445, + "FN": 11193, + "FP": 50185, + "IoU": 0.6007311710445858, + "TN": 109455092, + "TP": 92348, + "n_pred": 142533, + "n_ref": 103541 + }, + "2": { + "Dice": 0.5701663131442777, + "FN": 108556, + "FP": 50519, + "IoU": 0.3987640789175297, + "TN": 109344238, + "TP": 105505, + "n_pred": 156024, + "n_ref": 214061 + }, + "3": { + "Dice": 0.7038697868112875, + "FN": 38807, + "FP": 135269, + "IoU": 0.5430548409790107, + "TN": 109227862, + "TP": 206880, + "n_pred": 342149, + "n_ref": 245687 + }, + "4": { + "Dice": 0.40624231998033916, + "FN": 20536, + "FP": 66440, + "IoU": 0.2548959136468774, + "TN": 109492088, + "TP": 29754, + "n_pred": 96194, + "n_ref": 50290 + }, + "5": { + "Dice": 0.6348419094854308, + "FN": 4920, + "FP": 1559, + "IoU": 0.46503178928247046, + "TN": 109596707, + "TP": 5632, + "n_pred": 7191, + "n_ref": 10552 + }, + "6": { + "Dice": 0.6881452629593888, + "FN": 68166, + "FP": 1003428, + "IoU": 0.5245590411265831, + "TN": 107354923, + "TP": 1182301, + "n_pred": 2185729, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.23642656195689954, + "FN": 1023837, + "FP": 100925, + "IoU": 0.1340610812437976, + "TN": 108309925, + "TP": 174131, + "n_pred": 275056, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.7911793680062643, + "FN": 11113, + "FP": 30222, + "IoU": 0.6545051822133066, + "TN": 109489178, + "TP": 78305, + "n_pred": 108527, + "n_ref": 89418 + }, + "9": { + "Dice": 0.5646479253298646, + "FN": 14397, + "FP": 48524, + "IoU": 0.3933863581585924, + "TN": 109505093, + "TP": 40804, + "n_pred": 89328, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5601508796157929, + "FN": 4424, + "FP": 80934, + "IoU": 0.3890344284589507, + "TN": 66927642, + "TP": 54352, + "n_pred": 135286, + "n_ref": 58776 + }, + "10": { + "Dice": 0.5035592103865196, + "FN": 43249, + "FP": 26840, + "IoU": 0.3365046007043053, + "TN": 66961716, + "TP": 35547, + "n_pred": 62387, + "n_ref": 78796 + }, + "11": { + "Dice": 0.11179039301310044, + "FN": 2934, + "FP": 117, + "IoU": 0.05920444033302498, + "TN": 67064109, + "TP": 192, + "n_pred": 309, + "n_ref": 3126 + }, + "12": { + "Dice": 0.45662241432540907, + "FN": 1832, + "FP": 1688, + "IoU": 0.2958591718343669, + "TN": 67062353, + "TP": 1479, + "n_pred": 3167, + "n_ref": 3311 + }, + "13": { + "Dice": 0.24655747765716696, + "FN": 31783, + "FP": 7503, + "IoU": 0.1406133788336177, + "TN": 67021638, + "TP": 6428, + "n_pred": 13931, + "n_ref": 38211 + }, + "14": { + "Dice": 0.8264596197346702, + "FN": 7884, + "FP": 20502, + "IoU": 0.7042447227489633, + "TN": 66971374, + "TP": 67592, + "n_pred": 88094, + "n_ref": 75476 + }, + "15": { + "Dice": 0.3007715615122344, + "FN": 8382, + "FP": 98465, + "IoU": 0.17700478328853012, + "TN": 66937525, + "TP": 22980, + "n_pred": 121445, + "n_ref": 31362 + }, + "2": { + "Dice": 0.8009409672698983, + "FN": 37937, + "FP": 15796, + "IoU": 0.6679745912478219, + "TN": 66905518, + "TP": 108101, + "n_pred": 123897, + "n_ref": 146038 + }, + "3": { + "Dice": 0.8732979203148518, + "FN": 11257, + "FP": 32011, + "IoU": 0.7750921348781844, + "TN": 66874971, + "TP": 149113, + "n_pred": 181124, + "n_ref": 160370 + }, + "4": { + "Dice": 0.006895881895881896, + "FN": 12968, + "FP": 7482, + "IoU": 0.003459870376687296, + "TN": 67046831, + "TP": 71, + "n_pred": 7553, + "n_ref": 13039 + }, + "5": { + "Dice": 0.4886791325646693, + "FN": 4831, + "FP": 3728, + "IoU": 0.32334571902917225, + "TN": 67054703, + "TP": 4090, + "n_pred": 7818, + "n_ref": 8921 + }, + "6": { + "Dice": 0.8714936222398437, + "FN": 170963, + "FP": 97081, + "IoU": 0.772254051385666, + "TN": 65890409, + "TP": 908899, + "n_pred": 1005980, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.33149975839174955, + "FN": 276490, + "FP": 26483, + "IoU": 0.19868127682871675, + "TN": 66689259, + "TP": 75120, + "n_pred": 101603, + "n_ref": 351610 + }, + "8": { + "Dice": 0.8626434734967813, + "FN": 6987, + "FP": 18084, + "IoU": 0.7584635542110638, + "TN": 66963554, + "TP": 78727, + "n_pred": 96811, + "n_ref": 85714 + }, + "9": { + "Dice": 0.7989180824738312, + "FN": 14873, + "FP": 16574, + "IoU": 0.665165357013565, + "TN": 66973434, + "TP": 62471, + "n_pred": 79045, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6153730653730654, + "FN": 73659, + "FP": 59545, + "IoU": 0.44443239545883, + "TN": 74279518, + "TP": 106558, + "n_pred": 166103, + "n_ref": 180217 + }, + "10": { + "Dice": 0.5396376314586191, + "FN": 18383, + "FP": 46053, + "IoU": 0.36952310130917204, + "TN": 74417078, + "TP": 37766, + "n_pred": 83819, + "n_ref": 56149 + }, + "11": { + "Dice": 0.43469860896445134, + "FN": 2262, + "FP": 664, + "IoU": 0.27770920760306095, + "TN": 74515229, + "TP": 1125, + "n_pred": 1789, + "n_ref": 3387 + }, + "12": { + "Dice": 0.24863923361637275, + "FN": 1630, + "FP": 1821, + "IoU": 0.1419691695673794, + "TN": 74515258, + "TP": 571, + "n_pred": 2392, + "n_ref": 2201 + }, + "13": { + "Dice": 0.14841067365372682, + "FN": 37509, + "FP": 24244, + "IoU": 0.08015312658265558, + "TN": 74452146, + "TP": 5381, + "n_pred": 29625, + "n_ref": 42890 + }, + "14": { + "Dice": 0.4539983798171508, + "FN": 4464, + "FP": 61588, + "IoU": 0.2936597050677446, + "TN": 74425767, + "TP": 27461, + "n_pred": 89049, + "n_ref": 31925 + }, + "15": { + "Dice": 0.413165794819249, + "FN": 7375, + "FP": 57915, + "IoU": 0.2603711172032535, + "TN": 74431006, + "TP": 22984, + "n_pred": 80899, + "n_ref": 30359 + }, + "2": { + "Dice": 0.7797055226841645, + "FN": 6693, + "FP": 69148, + "IoU": 0.6389486613093651, + "TN": 74309224, + "TP": 134215, + "n_pred": 203363, + "n_ref": 140908 + }, + "3": { + "Dice": 0.6957402294096897, + "FN": 41246, + "FP": 58808, + "IoU": 0.5334368544502422, + "TN": 74304831, + "TP": 114395, + "n_pred": 173203, + "n_ref": 155641 + }, + "4": { + "Dice": 0.11400071250445315, + "FN": 11678, + "FP": 13192, + "IoU": 0.06044578768417076, + "TN": 74492810, + "TP": 1600, + "n_pred": 14792, + "n_ref": 13278 + }, + "5": { + "Dice": 0.5697741748697163, + "FN": 4742, + "FP": 3431, + "IoU": 0.39838056680161943, + "TN": 74505695, + "TP": 5412, + "n_pred": 8843, + "n_ref": 10154 + }, + "6": { + "Dice": 0.8847847778962943, + "FN": 217356, + "FP": 144282, + "IoU": 0.7933758079693936, + "TN": 72769059, + "TP": 1388583, + "n_pred": 1532865, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.5318425169726285, + "FN": 93083, + "FP": 37385, + "IoU": 0.3622516815266698, + "TN": 74314704, + "TP": 74108, + "n_pred": 111493, + "n_ref": 167191 + }, + "8": { + "Dice": 0.933525749516441, + "FN": 2602, + "FP": 6196, + "IoU": 0.8753382925965285, + "TN": 74448705, + "TP": 61777, + "n_pred": 67973, + "n_ref": 64379 + }, + "9": { + "Dice": 0.7197931358721203, + "FN": 30087, + "FP": 18785, + "IoU": 0.5622475211164157, + "TN": 74407637, + "TP": 62771, + "n_pred": 81556, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8119820248989201, + "FN": 46851, + "FP": 62476, + "IoU": 0.6834762115698076, + "TN": 65705781, + "TP": 236072, + "n_pred": 298548, + "n_ref": 282923 + }, + "10": { + "Dice": 0.2941556367272677, + "FN": 41174, + "FP": 162112, + "IoU": 0.17243990311221477, + "TN": 65805535, + "TP": 42359, + "n_pred": 204471, + "n_ref": 83533 + }, + "11": { + "Dice": 0.08630817894261184, + "FN": 3446, + "FP": 598, + "IoU": 0.045100354191263285, + "TN": 66046945, + "TP": 191, + "n_pred": 789, + "n_ref": 3637 + }, + "12": { + "Dice": 0.22381766381766383, + "FN": 2044, + "FP": 4767, + "IoU": 0.12601052226356987, + "TN": 66043387, + "TP": 982, + "n_pred": 5749, + "n_ref": 3026 + }, + "13": { + "Dice": 0.7021193136606633, + "FN": 16302, + "FP": 10277, + "IoU": 0.5409736973904634, + "TN": 65993277, + "TP": 31324, + "n_pred": 41601, + "n_ref": 47626 + }, + "14": { + "Dice": 0.7562398009684064, + "FN": 2131, + "FP": 34317, + "IoU": 0.6080270148194352, + "TN": 65958194, + "TP": 56538, + "n_pred": 90855, + "n_ref": 58669 + }, + "15": { + "Dice": 0.6843132544591917, + "FN": 1807, + "FP": 19219, + "IoU": 0.5201186808170718, + "TN": 66007365, + "TP": 22789, + "n_pred": 42008, + "n_ref": 24596 + }, + "2": { + "Dice": 0.7403988475698483, + "FN": 55160, + "FP": 7103, + "IoU": 0.5878041998781877, + "TN": 65900128, + "TP": 88789, + "n_pred": 95892, + "n_ref": 143949 + }, + "3": { + "Dice": 0.7547566447576053, + "FN": 19316, + "FP": 70047, + "IoU": 0.606111762476088, + "TN": 65824306, + "TP": 137511, + "n_pred": 207558, + "n_ref": 156827 + }, + "4": { + "Dice": 0.875464231848332, + "FN": 2537, + "FP": 5142, + "IoU": 0.7785116815690799, + "TN": 66016510, + "TP": 26991, + "n_pred": 32133, + "n_ref": 29528 + }, + "5": { + "Dice": 0.4145262249082668, + "FN": 6138, + "FP": 4712, + "IoU": 0.2614525900211013, + "TN": 66036489, + "TP": 3841, + "n_pred": 8553, + "n_ref": 9979 + }, + "6": { + "Dice": 0.7202863554750734, + "FN": 85951, + "FP": 642199, + "IoU": 0.5628496332415587, + "TN": 64385506, + "TP": 937524, + "n_pred": 1579723, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.32989637166777264, + "FN": 779667, + "FP": 20099, + "IoU": 0.19753048018775254, + "TN": 65054549, + "TP": 196865, + "n_pred": 216964, + "n_ref": 976532 + }, + "8": { + "Dice": 0.8140479492767981, + "FN": 7345, + "FP": 26441, + "IoU": 0.6864088213181856, + "TN": 65943441, + "TP": 73953, + "n_pred": 100394, + "n_ref": 81298 + }, + "9": { + "Dice": 0.6885819221078757, + "FN": 15152, + "FP": 34536, + "IoU": 0.5250666692155495, + "TN": 65946559, + "TP": 54933, + "n_pred": 89469, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8729784692856452, + "FN": 4904, + "FP": 38381, + "IoU": 0.7745889900899353, + "TN": 113280513, + "TP": 148742, + "n_pred": 187123, + "n_ref": 153646 + }, + "10": { + "Dice": 0.5478525477381804, + "FN": 13502, + "FP": 97195, + "IoU": 0.3772706049133387, + "TN": 113294779, + "TP": 67064, + "n_pred": 164259, + "n_ref": 80566 + }, + "11": { + "Dice": 0.594906912047935, + "FN": 1840, + "FP": 53, + "IoU": 0.4233932378921718, + "TN": 113469257, + "TP": 1390, + "n_pred": 1443, + "n_ref": 3230 + }, + "12": { + "Dice": 0.566426552384426, + "FN": 977, + "FP": 3778, + "IoU": 0.3951151253021244, + "TN": 113464679, + "TP": 3106, + "n_pred": 6884, + "n_ref": 4083 + }, + "13": { + "Dice": 0.4235243810731506, + "FN": 48153, + "FP": 30039, + "IoU": 0.26865266800729554, + "TN": 113365625, + "TP": 28723, + "n_pred": 58762, + "n_ref": 76876 + }, + "14": { + "Dice": 0.788071987403836, + "FN": 70396, + "FP": 33514, + "IoU": 0.650263034778482, + "TN": 113175431, + "TP": 193199, + "n_pred": 226713, + "n_ref": 263595 + }, + "15": { + "Dice": 0.23444302402987977, + "FN": 1985, + "FP": 127966, + "IoU": 0.13278700558562287, + "TN": 113322691, + "TP": 19898, + "n_pred": 147864, + "n_ref": 21883 + }, + "2": { + "Dice": 0.8601306569602694, + "FN": 18269, + "FP": 17122, + "IoU": 0.7545870605367173, + "TN": 113328330, + "TP": 108819, + "n_pred": 125941, + "n_ref": 127088 + }, + "3": { + "Dice": 0.7936380695585636, + "FN": 11395, + "FP": 45240, + "IoU": 0.6578772502114293, + "TN": 113307000, + "TP": 108905, + "n_pred": 154145, + "n_ref": 120300 + }, + "4": { + "Dice": 0.6463414634146342, + "FN": 1942, + "FP": 29958, + "IoU": 0.4774774774774775, + "TN": 113411490, + "TP": 29150, + "n_pred": 59108, + "n_ref": 31092 + }, + "5": { + "Dice": 0.4505989669194417, + "FN": 18476, + "FP": 16517, + "IoU": 0.290821393105405, + "TN": 113423197, + "TP": 14350, + "n_pred": 30867, + "n_ref": 32826 + }, + "6": { + "Dice": 0.9254276151654738, + "FN": 103152, + "FP": 64534, + "IoU": 0.8612054694742418, + "TN": 112264380, + "TP": 1040474, + "n_pred": 1105008, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.5270635254420234, + "FN": 109621, + "FP": 84920, + "IoU": 0.3578318104996303, + "TN": 113169596, + "TP": 108403, + "n_pred": 193323, + "n_ref": 218024 + }, + "8": { + "Dice": 0.8336854964595163, + "FN": 30317, + "FP": 43199, + "IoU": 0.7148033347169797, + "TN": 113214767, + "TP": 184257, + "n_pred": 227456, + "n_ref": 214574 + }, + "9": { + "Dice": 0.6057993767244662, + "FN": 41798, + "FP": 42067, + "IoU": 0.4345137755721279, + "TN": 113324234, + "TP": 64441, + "n_pred": 106508, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.595653110598793, + "FN": 6917, + "FP": 156370, + "IoU": 0.4241495567044485, + "TN": 74913170, + "TP": 120271, + "n_pred": 276641, + "n_ref": 127188 + }, + "10": { + "Dice": 0.5166752674252827, + "FN": 40983, + "FP": 69535, + "IoU": 0.348322424671266, + "TN": 75027138, + "TP": 59072, + "n_pred": 128607, + "n_ref": 100055 + }, + "11": { + "Dice": 0.6056929538030797, + "FN": 1597, + "FP": 938, + "IoU": 0.4344042838018742, + "TN": 75192246, + "TP": 1947, + "n_pred": 2885, + "n_ref": 3544 + }, + "12": { + "Dice": 0.26278928136419, + "FN": 2243, + "FP": 2599, + "IoU": 0.15127081507449605, + "TN": 75191023, + "TP": 863, + "n_pred": 3462, + "n_ref": 3106 + }, + "13": { + "Dice": 0.29381219098680067, + "FN": 38710, + "FP": 40847, + "IoU": 0.17220389773897843, + "TN": 75100621, + "TP": 16550, + "n_pred": 57397, + "n_ref": 55260 + }, + "14": { + "Dice": 0.9269794590075835, + "FN": 8863, + "FP": 10703, + "IoU": 0.8638972168699003, + "TN": 75052969, + "TP": 124193, + "n_pred": 134896, + "n_ref": 133056 + }, + "15": { + "Dice": 0.5104832879150214, + "FN": 9559, + "FP": 113669, + "IoU": 0.3427173953627301, + "TN": 75009247, + "TP": 64253, + "n_pred": 177922, + "n_ref": 73812 + }, + "2": { + "Dice": 0.8463400161347316, + "FN": 19372, + "FP": 26722, + "IoU": 0.7336130471468035, + "TN": 75023694, + "TP": 126940, + "n_pred": 153662, + "n_ref": 146312 + }, + "3": { + "Dice": 0.7932676552817494, + "FN": 13166, + "FP": 56859, + "IoU": 0.6573683540959222, + "TN": 74992354, + "TP": 134349, + "n_pred": 191208, + "n_ref": 147515 + }, + "4": { + "Dice": 0.7300988875154512, + "FN": 1337, + "FP": 16131, + "IoU": 0.5749257799192096, + "TN": 75155634, + "TP": 23626, + "n_pred": 39757, + "n_ref": 24963 + }, + "5": { + "Dice": 0.7240960604425256, + "FN": 2334, + "FP": 1756, + "IoU": 0.567516125621233, + "TN": 75187271, + "TP": 5367, + "n_pred": 7123, + "n_ref": 7701 + }, + "6": { + "Dice": 0.8836001474596522, + "FN": 62898, + "FP": 251586, + "IoU": 0.7914728270959871, + "TN": 73688608, + "TP": 1193636, + "n_pred": 1445222, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.5103085246381049, + "FN": 50604, + "FP": 143638, + "IoU": 0.3425598743619945, + "TN": 74901276, + "TP": 101210, + "n_pred": 244848, + "n_ref": 151814 + }, + "8": { + "Dice": 0.783827773288699, + "FN": 16836, + "FP": 20618, + "IoU": 0.6445039247510844, + "TN": 75091371, + "TP": 67903, + "n_pred": 88521, + "n_ref": 84739 + }, + "9": { + "Dice": 0.6434935174425228, + "FN": 20751, + "FP": 41833, + "IoU": 0.4743755564140897, + "TN": 75077662, + "TP": 56482, + "n_pred": 98315, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9053838068222725, + "FN": 27215, + "FP": 12211, + "IoU": 0.8271244409365957, + "TN": 86699812, + "TP": 188634, + "n_pred": 200845, + "n_ref": 215849 + }, + "10": { + "Dice": 0.46371967712735473, + "FN": 25540, + "FP": 74583, + "IoU": 0.30184574405031694, + "TN": 86784461, + "TP": 43288, + "n_pred": 117871, + "n_ref": 68828 + }, + "11": { + "Dice": 0.5654668753260302, + "FN": 1506, + "FP": 160, + "IoU": 0.3941818181818182, + "TN": 86925122, + "TP": 1084, + "n_pred": 1244, + "n_ref": 2590 + }, + "12": { + "Dice": 0.5393945005092121, + "FN": 2002, + "FP": 2973, + "IoU": 0.3692951318458418, + "TN": 86919984, + "TP": 2913, + "n_pred": 5886, + "n_ref": 4915 + }, + "13": { + "Dice": 0.17918611372322346, + "FN": 44976, + "FP": 50167, + "IoU": 0.0984099006898643, + "TN": 86822344, + "TP": 10385, + "n_pred": 60552, + "n_ref": 55361 + }, + "14": { + "Dice": 0.7555611058210143, + "FN": 10675, + "FP": 36302, + "IoU": 0.6071500250878074, + "TN": 86808292, + "TP": 72603, + "n_pred": 108905, + "n_ref": 83278 + }, + "15": { + "Dice": 0.8251404951825994, + "FN": 23314, + "FP": 35742, + "IoU": 0.7023312079437486, + "TN": 86729477, + "TP": 139339, + "n_pred": 175081, + "n_ref": 162653 + }, + "2": { + "Dice": 0.7354393529360413, + "FN": 27337, + "FP": 42366, + "IoU": 0.5815769727166311, + "TN": 86761287, + "TP": 96882, + "n_pred": 139248, + "n_ref": 124219 + }, + "3": { + "Dice": 0.7247540076141845, + "FN": 42042, + "FP": 55416, + "IoU": 0.568324865901571, + "TN": 86702105, + "TP": 128309, + "n_pred": 183725, + "n_ref": 170351 + }, + "4": { + "Dice": 0.3496878010936346, + "FN": 2549, + "FP": 49422, + "IoU": 0.21189190828581828, + "TN": 86861928, + "TP": 13973, + "n_pred": 63395, + "n_ref": 16522 + }, + "5": { + "Dice": 0.7448111094519935, + "FN": 485, + "FP": 2933, + "IoU": 0.5933856768974543, + "TN": 86919466, + "TP": 4988, + "n_pred": 7921, + "n_ref": 5473 + }, + "6": { + "Dice": 0.7460478668918822, + "FN": 61066, + "FP": 696829, + "IoU": 0.5949572134326093, + "TN": 85056724, + "TP": 1113253, + "n_pred": 1810082, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.2420239029806529, + "FN": 877383, + "FP": 36007, + "IoU": 0.1376718963306754, + "TN": 85868658, + "TP": 145824, + "n_pred": 181831, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.9114432952011988, + "FN": 4512, + "FP": 5180, + "IoU": 0.8372951920494225, + "TN": 86868304, + "TP": 49876, + "n_pred": 55056, + "n_ref": 54388 + }, + "9": { + "Dice": 0.7210739470572946, + "FN": 7762, + "FP": 25503, + "IoU": 0.5638120713845508, + "TN": 86851609, + "TP": 42998, + "n_pred": 68501, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.21341437552211173, + "FN": 30599, + "FP": 395942, + "IoU": 0.1194537628637194, + "TN": 37265195, + "TP": 57864, + "n_pred": 453806, + "n_ref": 88463 + }, + "10": { + "Dice": 0.24010951259552193, + "FN": 36354, + "FP": 108529, + "IoU": 0.13643434879271396, + "TN": 37581827, + "TP": 22890, + "n_pred": 131419, + "n_ref": 59244 + }, + "11": { + "Dice": 0.7894736842105263, + "FN": 638, + "FP": 402, + "IoU": 0.6521739130434783, + "TN": 37746610, + "TP": 1950, + "n_pred": 2352, + "n_ref": 2588 + }, + "12": { + "Dice": 0.5428103981094347, + "FN": 1424, + "FP": 1091, + "IoU": 0.37250499001996007, + "TN": 37745592, + "TP": 1493, + "n_pred": 2584, + "n_ref": 2917 + }, + "13": { + "Dice": 0.37552339190926776, + "FN": 33495, + "FP": 4387, + "IoU": 0.23116577366455593, + "TN": 37700328, + "TP": 11390, + "n_pred": 15777, + "n_ref": 44885 + }, + "14": { + "Dice": 0.365499653887174, + "FN": 19225, + "FP": 262174, + "IoU": 0.2236155255374564, + "TN": 37387152, + "TP": 81049, + "n_pred": 343223, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 93443, + "IoU": 0.0, + "TN": 37656157, + "TP": 0, + "n_pred": 93443, + "n_ref": 0 + }, + "2": { + "Dice": 0.450207944930446, + "FN": 68839, + "FP": 7835, + "IoU": 0.2904957109941055, + "TN": 37641533, + "TP": 31393, + "n_pred": 39228, + "n_ref": 100232 + }, + "3": { + "Dice": 0.45990603913186934, + "FN": 9944, + "FP": 175029, + "IoU": 0.2986220651580416, + "TN": 37485872, + "TP": 78755, + "n_pred": 253784, + "n_ref": 88699 + }, + "4": { + "Dice": 0.0, + "FN": 11694, + "FP": 7761, + "IoU": 0.0, + "TN": 37730145, + "TP": 0, + "n_pred": 7761, + "n_ref": 11694 + }, + "5": { + "Dice": 0.4787836307758667, + "FN": 5609, + "FP": 4058, + "IoU": 0.31473736442900685, + "TN": 37735493, + "TP": 4440, + "n_pred": 8498, + "n_ref": 10049 + }, + "6": { + "Dice": 0.5366774238446264, + "FN": 432121, + "FP": 103826, + "IoU": 0.36675264401008095, + "TN": 36903253, + "TP": 310400, + "n_pred": 414226, + "n_ref": 742521 + }, + "7": { + "Dice": 0.6572147529406609, + "FN": 150320, + "FP": 53061, + "IoU": 0.489441445964604, + "TN": 37351250, + "TP": 194969, + "n_pred": 248030, + "n_ref": 345289 + }, + "8": { + "Dice": 0.8053303503065385, + "FN": 3934, + "FP": 31915, + "IoU": 0.6741029627003391, + "TN": 37639599, + "TP": 74152, + "n_pred": 106067, + "n_ref": 78086 + }, + "9": { + "Dice": 0.6633678534223911, + "FN": 11469, + "FP": 32479, + "IoU": 0.49629799426934096, + "TN": 37662350, + "TP": 43302, + "n_pred": 75781, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7042412582406169, + "FN": 23420, + "FP": 123237, + "IoU": 0.543497207886398, + "TN": 75585426, + "TP": 174605, + "n_pred": 297842, + "n_ref": 198025 + }, + "10": { + "Dice": 0.6124030750327926, + "FN": 21903, + "FP": 94816, + "IoU": 0.4413407553834593, + "TN": 75697761, + "TP": 92208, + "n_pred": 187024, + "n_ref": 114111 + }, + "11": { + "Dice": 0.6811244979919678, + "FN": 1798, + "FP": 584, + "IoU": 0.5164433617539586, + "TN": 75901762, + "TP": 2544, + "n_pred": 3128, + "n_ref": 4342 + }, + "12": { + "Dice": 0.6416464891041163, + "FN": 1669, + "FP": 1587, + "IoU": 0.47237076648841353, + "TN": 75900517, + "TP": 2915, + "n_pred": 4502, + "n_ref": 4584 + }, + "13": { + "Dice": 0.4972705561241897, + "FN": 21096, + "FP": 20162, + "IoU": 0.3309115677148371, + "TN": 75845025, + "TP": 20405, + "n_pred": 40567, + "n_ref": 41501 + }, + "14": { + "Dice": 0.8977332144065451, + "FN": 6928, + "FP": 19672, + "IoU": 0.8144427702438752, + "TN": 75763336, + "TP": 116752, + "n_pred": 136424, + "n_ref": 123680 + }, + "15": { + "Dice": 0.7392335973522449, + "FN": 47226, + "FP": 51575, + "IoU": 0.5863366883823751, + "TN": 75667844, + "TP": 140043, + "n_pred": 191618, + "n_ref": 187269 + }, + "2": { + "Dice": 0.7547101901491645, + "FN": 62707, + "FP": 21800, + "IoU": 0.6060518476735676, + "TN": 75692175, + "TP": 130006, + "n_pred": 151806, + "n_ref": 192713 + }, + "3": { + "Dice": 0.7680082454063695, + "FN": 32907, + "FP": 98994, + "IoU": 0.6233874882220255, + "TN": 75556458, + "TP": 218329, + "n_pred": 317323, + "n_ref": 251236 + }, + "4": { + "Dice": 0.7832465882545797, + "FN": 1509, + "FP": 14358, + "IoU": 0.6437184237116874, + "TN": 75862153, + "TP": 28668, + "n_pred": 43026, + "n_ref": 30177 + }, + "5": { + "Dice": 0.8242536449895858, + "FN": 725, + "FP": 3072, + "IoU": 0.7010471616408157, + "TN": 75893987, + "TP": 8904, + "n_pred": 11976, + "n_ref": 9629 + }, + "6": { + "Dice": 0.9214919152903999, + "FN": 134628, + "FP": 133285, + "IoU": 0.8544135443718268, + "TN": 74066455, + "TP": 1572320, + "n_pred": 1705605, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.6876541612107555, + "FN": 93079, + "FP": 71035, + "IoU": 0.523988525650508, + "TN": 75561919, + "TP": 180655, + "n_pred": 251690, + "n_ref": 273734 + }, + "8": { + "Dice": 0.8962005691713035, + "FN": 7350, + "FP": 12200, + "IoU": 0.8119233840322472, + "TN": 75802741, + "TP": 84397, + "n_pred": 96597, + "n_ref": 91747 + }, + "9": { + "Dice": 0.8158975221646947, + "FN": 12269, + "FP": 17280, + "IoU": 0.6890429987582346, + "TN": 75811662, + "TP": 65477, + "n_pred": 82757, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7054520173491234, + "FN": 5754, + "FP": 68812, + "IoU": 0.5449408031246186, + "TN": 61223890, + "TP": 89294, + "n_pred": 158106, + "n_ref": 95048 + }, + "10": { + "Dice": 0.5318343515255984, + "FN": 15112, + "FP": 95700, + "IoU": 0.362244105137753, + "TN": 61213997, + "TP": 62941, + "n_pred": 158641, + "n_ref": 78053 + }, + "11": { + "Dice": 0.768414281119331, + "FN": 953, + "FP": 487, + "IoU": 0.6239226952206842, + "TN": 61383921, + "TP": 2389, + "n_pred": 2876, + "n_ref": 3342 + }, + "12": { + "Dice": 0.5079559363525091, + "FN": 879, + "FP": 3945, + "IoU": 0.34044298605414275, + "TN": 61380436, + "TP": 2490, + "n_pred": 6435, + "n_ref": 3369 + }, + "13": { + "Dice": 0.42070565254547676, + "FN": 25671, + "FP": 12289, + "IoU": 0.2663883735312307, + "TN": 61336006, + "TP": 13784, + "n_pred": 26073, + "n_ref": 39455 + }, + "14": { + "Dice": 0.6803986920877628, + "FN": 1849, + "FP": 58850, + "IoU": 0.5156092889633709, + "TN": 61262440, + "TP": 64611, + "n_pred": 123461, + "n_ref": 66460 + }, + "15": { + "Dice": 0.46346289989018524, + "FN": 1160, + "FP": 95091, + "IoU": 0.3016281870818882, + "TN": 61249928, + "TP": 41571, + "n_pred": 136662, + "n_ref": 42731 + }, + "2": { + "Dice": 0.8624678709316623, + "FN": 12870, + "FP": 25495, + "IoU": 0.758192097517317, + "TN": 61229091, + "TP": 120294, + "n_pred": 145789, + "n_ref": 133164 + }, + "3": { + "Dice": 0.7145321816846028, + "FN": 3782, + "FP": 99963, + "IoU": 0.5558538078541675, + "TN": 61154167, + "TP": 129838, + "n_pred": 229801, + "n_ref": 133620 + }, + "4": { + "Dice": 0.48040914520280614, + "FN": 4698, + "FP": 26187, + "IoU": 0.3161437459867591, + "TN": 61342587, + "TP": 14278, + "n_pred": 40465, + "n_ref": 18976 + }, + "5": { + "Dice": 0.20336761443839485, + "FN": 23661, + "FP": 7943, + "IoU": 0.11319378191817722, + "TN": 61352112, + "TP": 4034, + "n_pred": 11977, + "n_ref": 27695 + }, + "6": { + "Dice": 0.9229726549725401, + "FN": 78855, + "FP": 74008, + "IoU": 0.856963065268327, + "TN": 60319054, + "TP": 915833, + "n_pred": 989841, + "n_ref": 994688 + }, + "7": { + "Dice": 0.3430560465212559, + "FN": 126274, + "FP": 80011, + "IoU": 0.20704143058128896, + "TN": 61127604, + "TP": 53861, + "n_pred": 133872, + "n_ref": 180135 + }, + "8": { + "Dice": 0.8235711110770504, + "FN": 31384, + "FP": 60702, + "IoU": 0.7000602576421348, + "TN": 61080735, + "TP": 214929, + "n_pred": 275631, + "n_ref": 246313 + }, + "9": { + "Dice": 0.6003132645287073, + "FN": 16287, + "FP": 68176, + "IoU": 0.42889115779651504, + "TN": 61239857, + "TP": 63430, + "n_pred": 131606, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8309215999700871, + "FN": 7735, + "FP": 64615, + "IoU": 0.7107492533852532, + "TN": 39498671, + "TP": 177779, + "n_pred": 242394, + "n_ref": 185514 + }, + "10": { + "Dice": 0.3086550139937688, + "FN": 22607, + "FP": 108313, + "IoU": 0.1824908676511911, + "TN": 39588655, + "TP": 29225, + "n_pred": 137538, + "n_ref": 51832 + }, + "11": { + "Dice": 0.77599603240205, + "FN": 684, + "FP": 671, + "IoU": 0.6339816315505132, + "TN": 39745098, + "TP": 2347, + "n_pred": 3018, + "n_ref": 3031 + }, + "12": { + "Dice": 0.6383787207093097, + "FN": 940, + "FP": 1915, + "IoU": 0.4688372093023256, + "TN": 39743425, + "TP": 2520, + "n_pred": 4435, + "n_ref": 3460 + }, + "13": { + "Dice": 0.5159068927719389, + "FN": 23808, + "FP": 13731, + "IoU": 0.34762434395745717, + "TN": 39691258, + "TP": 20003, + "n_pred": 33734, + "n_ref": 43811 + }, + "14": { + "Dice": 0.33509126507926484, + "FN": 12111, + "FP": 72109, + "IoU": 0.20126704728665998, + "TN": 39643358, + "TP": 21222, + "n_pred": 93331, + "n_ref": 33333 + }, + "15": { + "Dice": 0.7484031831097655, + "FN": 5492, + "FP": 25587, + "IoU": 0.59795868206926, + "TN": 39671497, + "TP": 46224, + "n_pred": 71811, + "n_ref": 51716 + }, + "2": { + "Dice": 0.7438950592572594, + "FN": 37943, + "FP": 17075, + "IoU": 0.5922236551489009, + "TN": 39613878, + "TP": 79904, + "n_pred": 96979, + "n_ref": 117847 + }, + "3": { + "Dice": 0.74547899202913, + "FN": 18397, + "FP": 60729, + "IoU": 0.5942339644314989, + "TN": 39553796, + "TP": 115878, + "n_pred": 176607, + "n_ref": 134275 + }, + "4": { + "Dice": 0.6951312316834248, + "FN": 2307, + "FP": 16522, + "IoU": 0.532721181288001, + "TN": 39708505, + "TP": 21466, + "n_pred": 37988, + "n_ref": 23773 + }, + "5": { + "Dice": 0.7646373434314011, + "FN": 1274, + "FP": 1958, + "IoU": 0.6189577929733553, + "TN": 39740318, + "TP": 5250, + "n_pred": 7208, + "n_ref": 6524 + }, + "6": { + "Dice": 0.8079632309229223, + "FN": 73093, + "FP": 333281, + "IoU": 0.6778005946481666, + "TN": 38487550, + "TP": 854876, + "n_pred": 1188157, + "n_ref": 927969 + }, + "7": { + "Dice": 0.3394179691350588, + "FN": 577134, + "FP": 25984, + "IoU": 0.20439699022773802, + "TN": 38990736, + "TP": 154946, + "n_pred": 180930, + "n_ref": 732080 + }, + "8": { + "Dice": 0.7165965682807905, + "FN": 1402, + "FP": 36669, + "IoU": 0.5583564377109845, + "TN": 39662597, + "TP": 48132, + "n_pred": 84801, + "n_ref": 49534 + }, + "9": { + "Dice": 0.6023657870791629, + "FN": 9522, + "FP": 32867, + "IoU": 0.4309895833333333, + "TN": 39674304, + "TP": 32107, + "n_pred": 64974, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5690108592589942, + "FN": 17441, + "FP": 103014, + "IoU": 0.3976346451967795, + "TN": 101196638, + "TP": 79515, + "n_pred": 182529, + "n_ref": 96956 + }, + "10": { + "Dice": 0.38276237650436634, + "FN": 32665, + "FP": 127710, + "IoU": 0.2366766459940695, + "TN": 101186507, + "TP": 49726, + "n_pred": 177436, + "n_ref": 82391 + }, + "11": { + "Dice": 0.5844284651624101, + "FN": 3172, + "FP": 180, + "IoU": 0.41285689262567876, + "TN": 101390899, + "TP": 2357, + "n_pred": 2537, + "n_ref": 5529 + }, + "12": { + "Dice": 0.5586572438162544, + "FN": 2063, + "FP": 2933, + "IoU": 0.3875949987742094, + "TN": 101388450, + "TP": 3162, + "n_pred": 6095, + "n_ref": 5225 + }, + "13": { + "Dice": 0.5047143265309656, + "FN": 20798, + "FP": 36407, + "IoU": 0.3375370576246063, + "TN": 101310256, + "TP": 29147, + "n_pred": 65554, + "n_ref": 49945 + }, + "14": { + "Dice": 0.9055137736903176, + "FN": 17533, + "FP": 15446, + "IoU": 0.8273414063358935, + "TN": 101205601, + "TP": 158028, + "n_pred": 173474, + "n_ref": 175561 + }, + "15": { + "Dice": 0.5101467249432403, + "FN": 1371, + "FP": 47606, + "IoU": 0.3424140708915145, + "TN": 101322128, + "TP": 25503, + "n_pred": 73109, + "n_ref": 26874 + }, + "2": { + "Dice": 0.7661298264734655, + "FN": 65049, + "FP": 6193, + "IoU": 0.6209160760274993, + "TN": 101208676, + "TP": 116690, + "n_pred": 122883, + "n_ref": 181739 + }, + "3": { + "Dice": 0.7693865573707402, + "FN": 7239, + "FP": 88639, + "IoU": 0.6252057150675293, + "TN": 101140793, + "TP": 159937, + "n_pred": 248576, + "n_ref": 167176 + }, + "4": { + "Dice": 0.4697543821388654, + "FN": 1530, + "FP": 17921, + "IoU": 0.30697972708162613, + "TN": 101368541, + "TP": 8616, + "n_pred": 26537, + "n_ref": 10146 + }, + "5": { + "Dice": 0.6030183084604949, + "FN": 16959, + "FP": 11424, + "IoU": 0.431657989587505, + "TN": 101346668, + "TP": 21557, + "n_pred": 32981, + "n_ref": 38516 + }, + "6": { + "Dice": 0.8714487751692731, + "FN": 130470, + "FP": 371096, + "IoU": 0.7721836244517684, + "TN": 99194984, + "TP": 1700058, + "n_pred": 2071154, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.5400316696465933, + "FN": 233886, + "FP": 153032, + "IoU": 0.36989272877985707, + "TN": 100782557, + "TP": 227133, + "n_pred": 380165, + "n_ref": 461019 + }, + "8": { + "Dice": 0.8305889970561441, + "FN": 35083, + "FP": 54921, + "IoU": 0.7102626834921453, + "TN": 101085968, + "TP": 220636, + "n_pred": 275557, + "n_ref": 255719 + }, + "9": { + "Dice": 0.6261256851996868, + "FN": 9861, + "FP": 81807, + "IoU": 0.455737237718642, + "TN": 101228182, + "TP": 76758, + "n_pred": 158565, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6846057893196856, + "FN": 83629, + "FP": 39253, + "IoU": 0.5204567450282539, + "TN": 73627256, + "TP": 133366, + "n_pred": 172619, + "n_ref": 216995 + }, + "10": { + "Dice": 0.016639984475816234, + "FN": 72754, + "FP": 292106, + "IoU": 0.00838979526942739, + "TN": 73515557, + "TP": 3087, + "n_pred": 295193, + "n_ref": 75841 + }, + "11": { + "Dice": 0.5136231149410722, + "FN": 2206, + "FP": 5470, + "IoU": 0.34555375564839286, + "TN": 73871775, + "TP": 4053, + "n_pred": 9523, + "n_ref": 6259 + }, + "12": { + "Dice": 0.08742415885273028, + "FN": 5224, + "FP": 1394, + "IoU": 0.04571016582552271, + "TN": 73876569, + "TP": 317, + "n_pred": 1711, + "n_ref": 5541 + }, + "13": { + "Dice": 0.0, + "FN": 61239, + "FP": 58928, + "IoU": 0.0, + "TN": 73763337, + "TP": 0, + "n_pred": 58928, + "n_ref": 61239 + }, + "14": { + "Dice": 0.6236594608692984, + "FN": 19843, + "FP": 78275, + "IoU": 0.45312874476777565, + "TN": 73704087, + "TP": 81299, + "n_pred": 159574, + "n_ref": 101142 + }, + "15": { + "Dice": 0.7227467614877148, + "FN": 64141, + "FP": 57106, + "IoU": 0.5658601909904362, + "TN": 73604223, + "TP": 158034, + "n_pred": 215140, + "n_ref": 222175 + }, + "2": { + "Dice": 0.2669567798525651, + "FN": 142035, + "FP": 127148, + "IoU": 0.15403930885800665, + "TN": 73565306, + "TP": 49015, + "n_pred": 176163, + "n_ref": 191050 + }, + "3": { + "Dice": 0.4560643185044921, + "FN": 49886, + "FP": 278445, + "IoU": 0.29539074973818397, + "TN": 73417528, + "TP": 137645, + "n_pred": 416090, + "n_ref": 187531 + }, + "4": { + "Dice": 0.0, + "FN": 47888, + "FP": 89646, + "IoU": 0.0, + "TN": 73745970, + "TP": 0, + "n_pred": 89646, + "n_ref": 47888 + }, + "5": { + "Dice": 0.3334327213868893, + "FN": 11214, + "FP": 4435, + "IoU": 0.20007156366610437, + "TN": 73863941, + "TP": 3914, + "n_pred": 8349, + "n_ref": 15128 + }, + "6": { + "Dice": 0.6551719354900138, + "FN": 307928, + "FP": 1158813, + "IoU": 0.48717895824752755, + "TN": 71023362, + "TP": 1393401, + "n_pred": 2552214, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.19807425950587038, + "FN": 128052, + "FP": 232655, + "IoU": 0.10992365282020658, + "TN": 73478250, + "TP": 44547, + "n_pred": 277202, + "n_ref": 172599 + }, + "8": { + "Dice": 0.6986807901358133, + "FN": 29186, + "FP": 14166, + "IoU": 0.5369019260145492, + "TN": 73789891, + "TP": 50261, + "n_pred": 64427, + "n_ref": 79447 + }, + "9": { + "Dice": 0.6045831789088819, + "FN": 17589, + "FP": 77366, + "IoU": 0.4332635021814774, + "TN": 73715957, + "TP": 72592, + "n_pred": 149958, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8559583178265724, + "FN": 14845, + "FP": 43211, + "IoU": 0.748188052204916, + "TN": 69265223, + "TP": 172497, + "n_pred": 215708, + "n_ref": 187342 + }, + "10": { + "Dice": 0.3246527282580792, + "FN": 33327, + "FP": 108735, + "IoU": 0.19378234813402342, + "TN": 69319568, + "TP": 34146, + "n_pred": 142881, + "n_ref": 67473 + }, + "11": { + "Dice": 0.7480613760105593, + "FN": 1194, + "FP": 333, + "IoU": 0.5975224037954665, + "TN": 69491982, + "TP": 2267, + "n_pred": 2600, + "n_ref": 3461 + }, + "12": { + "Dice": 0.33555481506164614, + "FN": 1138, + "FP": 6838, + "IoU": 0.2016016016016016, + "TN": 69485786, + "TP": 2014, + "n_pred": 8852, + "n_ref": 3152 + }, + "13": { + "Dice": 0.6063168644838279, + "FN": 29135, + "FP": 34085, + "IoU": 0.4350464241351885, + "TN": 69383873, + "TP": 48683, + "n_pred": 82768, + "n_ref": 77818 + }, + "14": { + "Dice": 0.8650201145606079, + "FN": 17613, + "FP": 24026, + "IoU": 0.7621457663328782, + "TN": 69320715, + "TP": 133422, + "n_pred": 157448, + "n_ref": 151035 + }, + "15": { + "Dice": 0.5427444047706107, + "FN": 8647, + "FP": 135164, + "IoU": 0.3724428347006458, + "TN": 69266616, + "TP": 85349, + "n_pred": 220513, + "n_ref": 93996 + }, + "2": { + "Dice": 0.705600300855558, + "FN": 60090, + "FP": 15062, + "IoU": 0.5451177880541365, + "TN": 69330564, + "TP": 90060, + "n_pred": 105122, + "n_ref": 150150 + }, + "3": { + "Dice": 0.7469361976808444, + "FN": 11726, + "FP": 97262, + "IoU": 0.5960879216991376, + "TN": 69225945, + "TP": 160843, + "n_pred": 258105, + "n_ref": 172569 + }, + "4": { + "Dice": 0.5580014794146012, + "FN": 7322, + "FP": 39883, + "IoU": 0.3869639749616893, + "TN": 69418774, + "TP": 29797, + "n_pred": 69680, + "n_ref": 37119 + }, + "5": { + "Dice": 0.7967138245098296, + "FN": 3916, + "FP": 3829, + "IoU": 0.6621149986912137, + "TN": 69472854, + "TP": 15177, + "n_pred": 19006, + "n_ref": 19093 + }, + "6": { + "Dice": 0.8608500131135376, + "FN": 103933, + "FP": 331125, + "IoU": 0.7556950559832973, + "TN": 67714977, + "TP": 1345741, + "n_pred": 1676866, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.6615037413200917, + "FN": 95647, + "FP": 126786, + "IoU": 0.49421411306184726, + "TN": 69055999, + "TP": 217344, + "n_pred": 344130, + "n_ref": 312991 + }, + "8": { + "Dice": 0.6617569435716979, + "FN": 9701, + "FP": 71041, + "IoU": 0.49449682581420684, + "TN": 69336050, + "TP": 78984, + "n_pred": 150025, + "n_ref": 88685 + }, + "9": { + "Dice": 0.491910952055155, + "FN": 33635, + "FP": 62907, + "IoU": 0.3261816354448756, + "TN": 69352500, + "TP": 46734, + "n_pred": 109641, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7143322702603933, + "FN": 12809, + "FP": 138838, + "IoU": 0.5556118845769511, + "TN": 50492303, + "TP": 189602, + "n_pred": 328440, + "n_ref": 202411 + }, + "10": { + "Dice": 0.5681624166002966, + "FN": 16273, + "FP": 74276, + "IoU": 0.3968064696634603, + "TN": 50683436, + "TP": 59567, + "n_pred": 133843, + "n_ref": 75840 + }, + "11": { + "Dice": 0.846821919913919, + "FN": 1220, + "FP": 773, + "IoU": 0.734337509997334, + "TN": 50826050, + "TP": 5509, + "n_pred": 6282, + "n_ref": 6729 + }, + "12": { + "Dice": 0.43247579825640475, + "FN": 2256, + "FP": 8355, + "IoU": 0.2758973659069196, + "TN": 50818898, + "TP": 4043, + "n_pred": 12398, + "n_ref": 6299 + }, + "13": { + "Dice": 0.4025057648929018, + "FN": 16233, + "FP": 78860, + "IoU": 0.25196069948003114, + "TN": 50706429, + "TP": 32030, + "n_pred": 110890, + "n_ref": 48263 + }, + "14": { + "Dice": 0.4253663147943911, + "FN": 23739, + "FP": 49205, + "IoU": 0.2701366792739789, + "TN": 50733610, + "TP": 26998, + "n_pred": 76203, + "n_ref": 50737 + }, + "15": { + "Dice": 0.23258707332161002, + "FN": 1293, + "FP": 219527, + "IoU": 0.13159747210784833, + "TN": 50579269, + "TP": 33463, + "n_pred": 252990, + "n_ref": 34756 + }, + "2": { + "Dice": 0.811295268426941, + "FN": 44198, + "FP": 33895, + "IoU": 0.6825036082369442, + "TN": 50587587, + "TP": 167872, + "n_pred": 201767, + "n_ref": 212070 + }, + "3": { + "Dice": 0.7823789467083329, + "FN": 15988, + "FP": 88123, + "IoU": 0.6425471575029699, + "TN": 50542294, + "TP": 187147, + "n_pred": 275270, + "n_ref": 203135 + }, + "4": { + "Dice": 0.49296043455920135, + "FN": 1176, + "FP": 33361, + "IoU": 0.32710517086856566, + "TN": 50782226, + "TP": 16789, + "n_pred": 50150, + "n_ref": 17965 + }, + "5": { + "Dice": 0.7369871018908878, + "FN": 4016, + "FP": 2285, + "IoU": 0.5835151034437174, + "TN": 50818423, + "TP": 8828, + "n_pred": 11113, + "n_ref": 12844 + }, + "6": { + "Dice": 0.8680762087737496, + "FN": 129697, + "FP": 498458, + "IoU": 0.7669034041888403, + "TN": 48138725, + "TP": 2066672, + "n_pred": 2565130, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.5001761089170038, + "FN": 41623, + "FP": 331594, + "IoU": 0.3334898929739248, + "TN": 50273595, + "TP": 186740, + "n_pred": 518334, + "n_ref": 228363 + }, + "8": { + "Dice": 0.8872740196215968, + "FN": 8054, + "FP": 16052, + "IoU": 0.7973877084454007, + "TN": 50714576, + "TP": 94870, + "n_pred": 110922, + "n_ref": 102924 + }, + "9": { + "Dice": 0.6541319314960282, + "FN": 33552, + "FP": 52703, + "IoU": 0.4860297578968067, + "TN": 50665731, + "TP": 81566, + "n_pred": 134269, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.789483379120063, + "FN": 12657, + "FP": 93628, + "IoU": 0.6521871451431862, + "TN": 76579279, + "TP": 199296, + "n_pred": 292924, + "n_ref": 211953 + }, + "10": { + "Dice": 0.46497352873475023, + "FN": 22539, + "FP": 75083, + "IoU": 0.30290912726182145, + "TN": 76744818, + "TP": 42420, + "n_pred": 117503, + "n_ref": 64959 + }, + "11": { + "Dice": 0.6921521779084727, + "FN": 991, + "FP": 684, + "IoU": 0.5292299044406971, + "TN": 76881302, + "TP": 1883, + "n_pred": 2567, + "n_ref": 2874 + }, + "12": { + "Dice": 0.2907099220560354, + "FN": 1919, + "FP": 1448, + "IoU": 0.17007641114123737, + "TN": 76880803, + "TP": 690, + "n_pred": 2138, + "n_ref": 2609 + }, + "13": { + "Dice": 0.2954599256872896, + "FN": 28430, + "FP": 40021, + "IoU": 0.1733370368581228, + "TN": 76802056, + "TP": 14353, + "n_pred": 54374, + "n_ref": 42783 + }, + "14": { + "Dice": 0.798710940862529, + "FN": 7280, + "FP": 30134, + "IoU": 0.6648782279229329, + "TN": 76773217, + "TP": 74229, + "n_pred": 104363, + "n_ref": 81509 + }, + "15": { + "Dice": 0.3254128388660317, + "FN": 11146, + "FP": 108546, + "IoU": 0.19432421698830785, + "TN": 76736299, + "TP": 28869, + "n_pred": 137415, + "n_ref": 40015 + }, + "2": { + "Dice": 0.765560174356364, + "FN": 9144, + "FP": 48889, + "IoU": 0.6201680782270627, + "TN": 76732074, + "TP": 94753, + "n_pred": 143642, + "n_ref": 103897 + }, + "3": { + "Dice": 0.6761939177667612, + "FN": 37531, + "FP": 19817, + "IoU": 0.510795294599367, + "TN": 76767633, + "TP": 59879, + "n_pred": 79696, + "n_ref": 97410 + }, + "4": { + "Dice": 0.7845505617977528, + "FN": 2538, + "FP": 9734, + "IoU": 0.6454818581003005, + "TN": 76850244, + "TP": 22344, + "n_pred": 32078, + "n_ref": 24882 + }, + "5": { + "Dice": 0.8344905861930831, + "FN": 3256, + "FP": 1702, + "IoU": 0.7159878558744344, + "TN": 76867403, + "TP": 12499, + "n_pred": 14201, + "n_ref": 15755 + }, + "6": { + "Dice": 0.8593720018332739, + "FN": 76326, + "FP": 268863, + "IoU": 0.7534200486175153, + "TN": 75484953, + "TP": 1054718, + "n_pred": 1323581, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.561430540088379, + "FN": 50749, + "FP": 121743, + "IoU": 0.3902700256982174, + "TN": 76601961, + "TP": 110407, + "n_pred": 232150, + "n_ref": 161156 + }, + "8": { + "Dice": 0.8302422263006983, + "FN": 6510, + "FP": 22441, + "IoU": 0.7097556818751442, + "TN": 76785113, + "TP": 70796, + "n_pred": 93237, + "n_ref": 77306 + }, + "9": { + "Dice": 0.6556353418669997, + "FN": 29817, + "FP": 35260, + "IoU": 0.4876915931258709, + "TN": 76757833, + "TP": 61950, + "n_pred": 97210, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7050682148040639, + "FN": 33487, + "FP": 42716, + "IoU": 0.5444829008482327, + "TN": 130832643, + "TP": 91086, + "n_pred": 133802, + "n_ref": 124573 + }, + "10": { + "Dice": 0.2666472350694608, + "FN": 26459, + "FP": 144630, + "IoU": 0.15383321875633676, + "TN": 130797739, + "TP": 31104, + "n_pred": 175734, + "n_ref": 57563 + }, + "11": { + "Dice": 0.7469071084084714, + "FN": 2006, + "FP": 408, + "IoU": 0.5960508701472557, + "TN": 130993956, + "TP": 3562, + "n_pred": 3970, + "n_ref": 5568 + }, + "12": { + "Dice": 0.37939543491671807, + "FN": 5457, + "FP": 579, + "IoU": 0.23410734678340311, + "TN": 130992051, + "TP": 1845, + "n_pred": 2424, + "n_ref": 7302 + }, + "13": { + "Dice": 0.17001415129471933, + "FN": 68145, + "FP": 32148, + "IoU": 0.09290462623795957, + "TN": 130889367, + "TP": 10272, + "n_pred": 42420, + "n_ref": 78417 + }, + "14": { + "Dice": 0.015500678205473397, + "FN": 938497, + "FP": 30462, + "IoU": 0.0078108760407418895, + "TN": 130023345, + "TP": 7628, + "n_pred": 38090, + "n_ref": 946125 + }, + "15": { + "Dice": 0.16311138232440525, + "FN": 6733, + "FP": 183896, + "IoU": 0.08879764442702408, + "TN": 130790726, + "TP": 18577, + "n_pred": 202473, + "n_ref": 25310 + }, + "2": { + "Dice": 0.4827705386215218, + "FN": 139236, + "FP": 31368, + "IoU": 0.3181921725820568, + "TN": 130749709, + "TP": 79619, + "n_pred": 110987, + "n_ref": 218855 + }, + "3": { + "Dice": 0.7297483345140215, + "FN": 28087, + "FP": 160750, + "IoU": 0.5744911456068285, + "TN": 130556141, + "TP": 254954, + "n_pred": 415704, + "n_ref": 283041 + }, + "4": { + "Dice": 8.924189014323323e-05, + "FN": 2275, + "FP": 109770, + "IoU": 4.462293618920125e-05, + "TN": 130887882, + "TP": 5, + "n_pred": 109775, + "n_ref": 2280 + }, + "5": { + "Dice": 0.5310394803939987, + "FN": 13826, + "FP": 3647, + "IoU": 0.3615069794635679, + "TN": 130972566, + "TP": 9893, + "n_pred": 13540, + "n_ref": 23719 + }, + "6": { + "Dice": 0.841835248528994, + "FN": 71338, + "FP": 455356, + "IoU": 0.7268700307618271, + "TN": 129071568, + "TP": 1401670, + "n_pred": 1857026, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.26451552332165634, + "FN": 158988, + "FP": 91696, + "IoU": 0.1524159546664052, + "TN": 130704169, + "TP": 45079, + "n_pred": 136775, + "n_ref": 204067 + }, + "8": { + "Dice": 0.8092087342383902, + "FN": 33931, + "FP": 9495, + "IoU": 0.6795554834044186, + "TN": 130864414, + "TP": 92092, + "n_pred": 101587, + "n_ref": 126023 + }, + "9": { + "Dice": 0.5690297404363507, + "FN": 13911, + "FP": 51690, + "IoU": 0.39765308652177506, + "TN": 130891023, + "TP": 43308, + "n_pred": 94998, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4201926143248932, + "FN": 24476, + "FP": 66432, + "IoU": 0.26597711729606216, + "TN": 74302849, + "TP": 32941, + "n_pred": 99373, + "n_ref": 57417 + }, + "10": { + "Dice": 0.35768398601958984, + "FN": 49762, + "FP": 54439, + "IoU": 0.21779242421967662, + "TN": 74293484, + "TP": 29013, + "n_pred": 83452, + "n_ref": 78775 + }, + "11": { + "Dice": 0.5625, + "FN": 1407, + "FP": 119, + "IoU": 0.391304347826087, + "TN": 74424191, + "TP": 981, + "n_pred": 1100, + "n_ref": 2388 + }, + "12": { + "Dice": 0.23976023976023977, + "FN": 1977, + "FP": 1067, + "IoU": 0.1362088535754824, + "TN": 74423174, + "TP": 480, + "n_pred": 1547, + "n_ref": 2457 + }, + "13": { + "Dice": 0.2187434605540621, + "FN": 89738, + "FP": 7330, + "IoU": 0.12280289543363727, + "TN": 74316041, + "TP": 13589, + "n_pred": 20919, + "n_ref": 103327 + }, + "14": { + "Dice": 0.8792236628323569, + "FN": 21809, + "FP": 19150, + "IoU": 0.7844773606251151, + "TN": 74236653, + "TP": 149086, + "n_pred": 168236, + "n_ref": 170895 + }, + "15": { + "Dice": 0.1717318463081175, + "FN": 4664, + "FP": 164663, + "IoU": 0.09393143230183913, + "TN": 74239817, + "TP": 17554, + "n_pred": 182217, + "n_ref": 22218 + }, + "2": { + "Dice": 0.7899860273739955, + "FN": 16419, + "FP": 37991, + "IoU": 0.6528734752207421, + "TN": 74269954, + "TP": 102334, + "n_pred": 140325, + "n_ref": 118753 + }, + "3": { + "Dice": 0.6915558333984527, + "FN": 20570, + "FP": 78109, + "IoU": 0.5285329332734517, + "TN": 74217396, + "TP": 110623, + "n_pred": 188732, + "n_ref": 131193 + }, + "4": { + "Dice": 0.6728775299384016, + "FN": 12873, + "FP": 4227, + "IoU": 0.5070199210078704, + "TN": 74392011, + "TP": 17587, + "n_pred": 21814, + "n_ref": 30460 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 717, + "IoU": 0.0, + "TN": 74425981, + "TP": 0, + "n_pred": 717, + "n_ref": 0 + }, + "6": { + "Dice": 0.9285894569240708, + "FN": 52423, + "FP": 76027, + "IoU": 0.8666980765917879, + "TN": 73463096, + "TP": 835152, + "n_pred": 911179, + "n_ref": 887575 + }, + "7": { + "Dice": 0.472181127324235, + "FN": 98010, + "FP": 19369, + "IoU": 0.309055697484136, + "TN": 74256816, + "TP": 52503, + "n_pred": 71872, + "n_ref": 150513 + }, + "8": { + "Dice": 0.590367888768304, + "FN": 5697, + "FP": 46391, + "IoU": 0.4188099037077536, + "TN": 74337075, + "TP": 37535, + "n_pred": 83926, + "n_ref": 43232 + }, + "9": { + "Dice": 0.584731543624161, + "FN": 6589, + "FP": 32021, + "IoU": 0.41315945465323056, + "TN": 74360905, + "TP": 27183, + "n_pred": 59204, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8427278768657069, + "FN": 6615, + "FP": 43320, + "IoU": 0.7282020019486068, + "TN": 106462967, + "TP": 133786, + "n_pred": 177106, + "n_ref": 140401 + }, + "10": { + "Dice": 0.5777748498523227, + "FN": 20410, + "FP": 94955, + "IoU": 0.4062471049624803, + "TN": 106452390, + "TP": 78933, + "n_pred": 173888, + "n_ref": 99343 + }, + "11": { + "Dice": 0.47794223307946543, + "FN": 2988, + "FP": 645, + "IoU": 0.3140105740181269, + "TN": 106641392, + "TP": 1663, + "n_pred": 2308, + "n_ref": 4651 + }, + "12": { + "Dice": 0.5366539465756176, + "FN": 2798, + "FP": 1816, + "IoU": 0.36673071644249244, + "TN": 106639402, + "TP": 2672, + "n_pred": 4488, + "n_ref": 5470 + }, + "13": { + "Dice": 0.3870486359241666, + "FN": 22528, + "FP": 35798, + "IoU": 0.23996299240301794, + "TN": 106569947, + "TP": 18415, + "n_pred": 54213, + "n_ref": 40943 + }, + "14": { + "Dice": 0.8010220376876397, + "FN": 2539, + "FP": 31103, + "IoU": 0.6680873734683005, + "TN": 106545330, + "TP": 67716, + "n_pred": 98819, + "n_ref": 70255 + }, + "15": { + "Dice": 0.19923467194083755, + "FN": 3392, + "FP": 182850, + "IoU": 0.1106388871644756, + "TN": 106437277, + "TP": 23169, + "n_pred": 206019, + "n_ref": 26561 + }, + "2": { + "Dice": 0.5454395021526697, + "FN": 94380, + "FP": 59451, + "IoU": 0.3749857795257675, + "TN": 106400564, + "TP": 92293, + "n_pred": 151744, + "n_ref": 186673 + }, + "3": { + "Dice": 0.5238515756211481, + "FN": 38673, + "FP": 164600, + "IoU": 0.3548773056758026, + "TN": 106331596, + "TP": 111819, + "n_pred": 276419, + "n_ref": 150492 + }, + "4": { + "Dice": 0.7932075168001288, + "FN": 227, + "FP": 4912, + "IoU": 0.6572857619206403, + "TN": 106631693, + "TP": 9856, + "n_pred": 14768, + "n_ref": 10083 + }, + "5": { + "Dice": 0.724798265687101, + "FN": 1433, + "FP": 852, + "IoU": 0.5683792973177182, + "TN": 106641394, + "TP": 3009, + "n_pred": 3861, + "n_ref": 4442 + }, + "6": { + "Dice": 0.9592773213188386, + "FN": 63558, + "FP": 39093, + "IoU": 0.9217415368851835, + "TN": 105334996, + "TP": 1209041, + "n_pred": 1248134, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.6764083451525008, + "FN": 110068, + "FP": 106907, + "IoU": 0.5110400497579708, + "TN": 106202940, + "TP": 226773, + "n_pred": 333680, + "n_ref": 336841 + }, + "8": { + "Dice": 0.7615358728021996, + "FN": 11065, + "FP": 26490, + "IoU": 0.6149034566913792, + "TN": 106549167, + "TP": 59966, + "n_pred": 86456, + "n_ref": 71031 + }, + "9": { + "Dice": 0.6515248856808132, + "FN": 24744, + "FP": 39803, + "IoU": 0.483156773723446, + "TN": 106521801, + "TP": 60340, + "n_pred": 100143, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.724944202950982, + "FN": 24494, + "FP": 74344, + "IoU": 0.5685588070959631, + "TN": 107897840, + "TP": 130250, + "n_pred": 204594, + "n_ref": 154744 + }, + "10": { + "Dice": 0.5018377216550242, + "FN": 11097, + "FP": 127965, + "IoU": 0.33496886746434823, + "TN": 107917822, + "TP": 70044, + "n_pred": 198009, + "n_ref": 81141 + }, + "11": { + "Dice": 0.671527244819647, + "FN": 1287, + "FP": 425, + "IoU": 0.5054881571346043, + "TN": 108123466, + "TP": 1750, + "n_pred": 2175, + "n_ref": 3037 + }, + "12": { + "Dice": 0.5680253524205005, + "FN": 1375, + "FP": 2578, + "IoU": 0.39667277167277165, + "TN": 108120376, + "TP": 2599, + "n_pred": 5177, + "n_ref": 3974 + }, + "13": { + "Dice": 0.5045582314062144, + "FN": 37573, + "FP": 40685, + "IoU": 0.3373974446899845, + "TN": 108008821, + "TP": 39849, + "n_pred": 80534, + "n_ref": 77422 + }, + "14": { + "Dice": 0.5866986749214271, + "FN": 2745, + "FP": 49593, + "IoU": 0.41512638848534966, + "TN": 108037442, + "TP": 37148, + "n_pred": 86741, + "n_ref": 39893 + }, + "15": { + "Dice": 0.22575954912500887, + "FN": 3397, + "FP": 160080, + "IoU": 0.1272429275376246, + "TN": 107939617, + "TP": 23834, + "n_pred": 183914, + "n_ref": 27231 + }, + "2": { + "Dice": 0.8156197430848762, + "FN": 31125, + "FP": 40886, + "IoU": 0.6886468584078449, + "TN": 107895644, + "TP": 159273, + "n_pred": 200159, + "n_ref": 190398 + }, + "3": { + "Dice": 0.8735632183908046, + "FN": 21636, + "FP": 30064, + "IoU": 0.7755102040816326, + "TN": 107896628, + "TP": 178600, + "n_pred": 208664, + "n_ref": 200236 + }, + "4": { + "Dice": 0.7935450894487039, + "FN": 6140, + "FP": 7997, + "IoU": 0.6577494794945045, + "TN": 108085622, + "TP": 27169, + "n_pred": 35166, + "n_ref": 33309 + }, + "5": { + "Dice": 0.3058823529411765, + "FN": 2811, + "FP": 2027, + "IoU": 0.18055555555555555, + "TN": 108121024, + "TP": 1066, + "n_pred": 3093, + "n_ref": 3877 + }, + "6": { + "Dice": 0.9491252957672421, + "FN": 93087, + "FP": 55529, + "IoU": 0.903176460470801, + "TN": 106592012, + "TP": 1386300, + "n_pred": 1441829, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.6284335400556195, + "FN": 66790, + "FP": 157408, + "IoU": 0.4581867218312582, + "TN": 107713136, + "TP": 189594, + "n_pred": 347002, + "n_ref": 256384 + }, + "8": { + "Dice": 0.7776125322228832, + "FN": 3956, + "FP": 18474, + "IoU": 0.6361424284207965, + "TN": 108065283, + "TP": 39215, + "n_pred": 57689, + "n_ref": 43171 + }, + "9": { + "Dice": 0.5711433106343761, + "FN": 17118, + "FP": 49890, + "IoU": 0.3997205002329165, + "TN": 108015300, + "TP": 44620, + "n_pred": 94510, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5711979894872838, + "FN": 43807, + "FP": 77336, + "IoU": 0.3997740661649218, + "TN": 62368331, + "TP": 80686, + "n_pred": 158022, + "n_ref": 124493 + }, + "10": { + "Dice": 0.5136666971386781, + "FN": 8575, + "FP": 87185, + "IoU": 0.34559320991450887, + "TN": 62423829, + "TP": 50571, + "n_pred": 137756, + "n_ref": 59146 + }, + "11": { + "Dice": 0.5884325230511316, + "FN": 648, + "FP": 1316, + "IoU": 0.4168646080760095, + "TN": 62566792, + "TP": 1404, + "n_pred": 2720, + "n_ref": 2052 + }, + "12": { + "Dice": 0.5588926612692608, + "FN": 2127, + "FP": 1251, + "IoU": 0.3878216745197535, + "TN": 62564642, + "TP": 2140, + "n_pred": 3391, + "n_ref": 4267 + }, + "13": { + "Dice": 0.4761843953518069, + "FN": 23064, + "FP": 17956, + "IoU": 0.31249476242353136, + "TN": 62510495, + "TP": 18645, + "n_pred": 36601, + "n_ref": 41709 + }, + "14": { + "Dice": 0.8095789559383313, + "FN": 110809, + "FP": 3798, + "IoU": 0.6800778262253164, + "TN": 62211926, + "TP": 243627, + "n_pred": 247425, + "n_ref": 354436 + }, + "15": { + "Dice": 0.3495442857209526, + "FN": 53889, + "FP": 85490, + "IoU": 0.21178652822783592, + "TN": 62393331, + "TP": 37450, + "n_pred": 122940, + "n_ref": 91339 + }, + "2": { + "Dice": 0.6612148693221424, + "FN": 74998, + "FP": 19292, + "IoU": 0.49389170388182757, + "TN": 62383856, + "TP": 92014, + "n_pred": 111306, + "n_ref": 167012 + }, + "3": { + "Dice": 0.6944904056523137, + "FN": 23041, + "FP": 132797, + "IoU": 0.5319688255522352, + "TN": 62237195, + "TP": 177127, + "n_pred": 309924, + "n_ref": 200168 + }, + "4": { + "Dice": 0.7785865469000052, + "FN": 857, + "FP": 12010, + "IoU": 0.637447168216399, + "TN": 62534670, + "TP": 22623, + "n_pred": 34633, + "n_ref": 23480 + }, + "5": { + "Dice": 0.4933837429111531, + "FN": 5304, + "FP": 592, + "IoU": 0.32747804265997493, + "TN": 62561393, + "TP": 2871, + "n_pred": 3463, + "n_ref": 8175 + }, + "6": { + "Dice": 0.9085564238016958, + "FN": 65043, + "FP": 215260, + "IoU": 0.8324355409799218, + "TN": 60897353, + "TP": 1392504, + "n_pred": 1607764, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.6453680137869641, + "FN": 74304, + "FP": 49986, + "IoU": 0.47641575007477366, + "TN": 62332777, + "TP": 113093, + "n_pred": 163079, + "n_ref": 187397 + }, + "8": { + "Dice": 0.6913892807949901, + "FN": 8133, + "FP": 47208, + "IoU": 0.5283383902089797, + "TN": 62452828, + "TP": 61991, + "n_pred": 109199, + "n_ref": 70124 + }, + "9": { + "Dice": 0.6823401426326604, + "FN": 10081, + "FP": 26711, + "IoU": 0.5178423997798367, + "TN": 62493853, + "TP": 39515, + "n_pred": 66226, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6698546423433891, + "FN": 118426, + "FP": 41539, + "IoU": 0.5035950683792246, + "TN": 55059001, + "TP": 162282, + "n_pred": 203821, + "n_ref": 280708 + }, + "10": { + "Dice": 0.6589927456377206, + "FN": 13480, + "FP": 51813, + "IoU": 0.49141624215232665, + "TN": 55252866, + "TP": 63089, + "n_pred": 114902, + "n_ref": 76569 + }, + "11": { + "Dice": 0.649938195302843, + "FN": 1698, + "FP": 1134, + "IoU": 0.4814136605017396, + "TN": 55375787, + "TP": 2629, + "n_pred": 3763, + "n_ref": 4327 + }, + "12": { + "Dice": 0.21730934018851758, + "FN": 4094, + "FP": 473, + "IoU": 0.12189963468563737, + "TN": 55376047, + "TP": 634, + "n_pred": 1107, + "n_ref": 4728 + }, + "13": { + "Dice": 0.5034663231208986, + "FN": 23607, + "FP": 38060, + "IoU": 0.3364216461675867, + "TN": 55288317, + "TP": 31264, + "n_pred": 69324, + "n_ref": 54871 + }, + "14": { + "Dice": 0.7961097603334492, + "FN": 8090, + "FP": 36522, + "IoU": 0.6612810155799193, + "TN": 55249540, + "TP": 87096, + "n_pred": 123618, + "n_ref": 95186 + }, + "15": { + "Dice": 0.7095004130614374, + "FN": 6270, + "FP": 60542, + "IoU": 0.5497874003544451, + "TN": 55232847, + "TP": 81589, + "n_pred": 142131, + "n_ref": 87859 + }, + "2": { + "Dice": 0.6789916323887975, + "FN": 67686, + "FP": 53043, + "IoU": 0.5139949519143677, + "TN": 55132837, + "TP": 127682, + "n_pred": 180725, + "n_ref": 195368 + }, + "3": { + "Dice": 0.6197545478113275, + "FN": 57187, + "FP": 98287, + "IoU": 0.4490176343842141, + "TN": 55099072, + "TP": 126702, + "n_pred": 224989, + "n_ref": 183889 + }, + "4": { + "Dice": 0.435456570155902, + "FN": 2521, + "FP": 10153, + "IoU": 0.27832820863227425, + "TN": 55363686, + "TP": 4888, + "n_pred": 15041, + "n_ref": 7409 + }, + "5": { + "Dice": 0.6346636259977195, + "FN": 2857, + "FP": 347, + "IoU": 0.4648404877234007, + "TN": 55375261, + "TP": 2783, + "n_pred": 3130, + "n_ref": 5640 + }, + "6": { + "Dice": 0.90609410213661, + "FN": 97453, + "FP": 193014, + "IoU": 0.828310829941028, + "TN": 53689429, + "TP": 1401352, + "n_pred": 1594366, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.6426251624589673, + "FN": 64743, + "FP": 58170, + "IoU": 0.47343235242456827, + "TN": 55147825, + "TP": 110510, + "n_pred": 168680, + "n_ref": 175253 + }, + "8": { + "Dice": 0.8996951974754166, + "FN": 5285, + "FP": 4028, + "IoU": 0.8176781519185591, + "TN": 55330168, + "TP": 41767, + "n_pred": 45795, + "n_ref": 47052 + }, + "9": { + "Dice": 0.7666151196710365, + "FN": 7291, + "FP": 19271, + "IoU": 0.6215538490033767, + "TN": 55311061, + "TP": 43625, + "n_pred": 62896, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7012319369747964, + "FN": 59717, + "FP": 135438, + "IoU": 0.5399208349344731, + "TN": 110722438, + "TP": 229022, + "n_pred": 364460, + "n_ref": 288739 + }, + "10": { + "Dice": 0.5825531932116679, + "FN": 10308, + "FP": 92831, + "IoU": 0.41098769309842664, + "TN": 110971510, + "TP": 71966, + "n_pred": 164797, + "n_ref": 82274 + }, + "11": { + "Dice": 0.7996839193994468, + "FN": 598, + "FP": 923, + "IoU": 0.6662277814351547, + "TN": 111142058, + "TP": 3036, + "n_pred": 3959, + "n_ref": 3634 + }, + "12": { + "Dice": 0.5126436781609195, + "FN": 1320, + "FP": 2072, + "IoU": 0.3446676970633694, + "TN": 111141439, + "TP": 1784, + "n_pred": 3856, + "n_ref": 3104 + }, + "13": { + "Dice": 0.44971214831679945, + "FN": 28028, + "FP": 56565, + "IoU": 0.2900829983467468, + "TN": 111027456, + "TP": 34566, + "n_pred": 91131, + "n_ref": 62594 + }, + "14": { + "Dice": 0.7535832302795629, + "FN": 3944, + "FP": 20366, + "IoU": 0.6045997202433232, + "TN": 111085133, + "TP": 37172, + "n_pred": 57538, + "n_ref": 41116 + }, + "15": { + "Dice": 0.17436612912025815, + "FN": 2993, + "FP": 208863, + "IoU": 0.09550991132533825, + "TN": 110912388, + "TP": 22371, + "n_pred": 231234, + "n_ref": 25364 + }, + "2": { + "Dice": 0.6835371337430872, + "FN": 18319, + "FP": 109063, + "IoU": 0.5192224948103416, + "TN": 110881665, + "TP": 137568, + "n_pred": 246631, + "n_ref": 155887 + }, + "3": { + "Dice": 0.4884827678360349, + "FN": 149513, + "FP": 49547, + "IoU": 0.3231738001006433, + "TN": 110852507, + "TP": 95048, + "n_pred": 144595, + "n_ref": 244561 + }, + "4": { + "Dice": 0.7622249802549926, + "FN": 1949, + "FP": 8588, + "IoU": 0.6158025231532123, + "TN": 111119189, + "TP": 16889, + "n_pred": 25477, + "n_ref": 18838 + }, + "5": { + "Dice": 0.5803950987746936, + "FN": 2446, + "FP": 910, + "IoU": 0.40884269860841993, + "TN": 111140938, + "TP": 2321, + "n_pred": 3231, + "n_ref": 4767 + }, + "6": { + "Dice": 0.941560852960115, + "FN": 84192, + "FP": 104491, + "IoU": 0.8895748570839985, + "TN": 109437919, + "TP": 1520013, + "n_pred": 1624504, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.2508131021083935, + "FN": 291366, + "FP": 230373, + "IoU": 0.14338839515132012, + "TN": 110537542, + "TP": 87334, + "n_pred": 317707, + "n_ref": 378700 + }, + "8": { + "Dice": 0.7054871663142919, + "FN": 9141, + "FP": 50479, + "IoU": 0.5449827517782458, + "TN": 111015587, + "TP": 71408, + "n_pred": 121887, + "n_ref": 80549 + }, + "9": { + "Dice": 0.5460334429506025, + "FN": 8864, + "FP": 69270, + "IoU": 0.37554745692273267, + "TN": 111021491, + "TP": 46990, + "n_pred": 116260, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8953510790990172, + "FN": 14114, + "FP": 29851, + "IoU": 0.8105299902603839, + "TN": 96888983, + "TP": 188077, + "n_pred": 217928, + "n_ref": 202191 + }, + "10": { + "Dice": 0.44635979572099965, + "FN": 21785, + "FP": 108739, + "IoU": 0.2872993338429617, + "TN": 96937885, + "TP": 52616, + "n_pred": 161355, + "n_ref": 74401 + }, + "11": { + "Dice": 0.5518015489953979, + "FN": 1454, + "FP": 2539, + "IoU": 0.38102619748876143, + "TN": 97114574, + "TP": 2458, + "n_pred": 4997, + "n_ref": 3912 + }, + "12": { + "Dice": 0.37909588786781767, + "FN": 3241, + "FP": 3448, + "IoU": 0.23387928072385752, + "TN": 97112294, + "TP": 2042, + "n_pred": 5490, + "n_ref": 5283 + }, + "13": { + "Dice": 0.43835188654983653, + "FN": 27508, + "FP": 33642, + "IoU": 0.28069824615058875, + "TN": 97036012, + "TP": 23863, + "n_pred": 57505, + "n_ref": 51371 + }, + "14": { + "Dice": 0.937938045048419, + "FN": 10590, + "FP": 5650, + "IoU": 0.8831293133847161, + "TN": 96982068, + "TP": 122717, + "n_pred": 128367, + "n_ref": 133307 + }, + "15": { + "Dice": 0.8093795536467521, + "FN": 5178, + "FP": 24648, + "IoU": 0.6797964507713614, + "TN": 97027878, + "TP": 63321, + "n_pred": 87969, + "n_ref": 68499 + }, + "2": { + "Dice": 0.6599005517335331, + "FN": 55982, + "FP": 58857, + "IoU": 0.4924265528108163, + "TN": 96894774, + "TP": 111412, + "n_pred": 170269, + "n_ref": 167394 + }, + "3": { + "Dice": 0.7270983000410832, + "FN": 56136, + "FP": 66753, + "IoU": 0.5712132367051993, + "TN": 96834428, + "TP": 163708, + "n_pred": 230461, + "n_ref": 219844 + }, + "4": { + "Dice": 0.554210121089102, + "FN": 1397, + "FP": 24079, + "IoU": 0.3833268783888459, + "TN": 97079713, + "TP": 15836, + "n_pred": 39915, + "n_ref": 17233 + }, + "5": { + "Dice": 0.24049566891241578, + "FN": 10459, + "FP": 2167, + "IoU": 0.13668376068376067, + "TN": 97106400, + "TP": 1999, + "n_pred": 4166, + "n_ref": 12458 + }, + "6": { + "Dice": 0.9072225106213392, + "FN": 45396, + "FP": 270047, + "IoU": 0.8301987544940865, + "TN": 95263306, + "TP": 1542276, + "n_pred": 1812323, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.6485723493625579, + "FN": 146649, + "FP": 48542, + "IoU": 0.4799164417396958, + "TN": 96745718, + "TP": 180116, + "n_pred": 228658, + "n_ref": 326765 + }, + "8": { + "Dice": 0.8208494094342691, + "FN": 16816, + "FP": 19541, + "IoU": 0.6961361983802623, + "TN": 97001376, + "TP": 83292, + "n_pred": 102833, + "n_ref": 100108 + }, + "9": { + "Dice": 0.6430783118934777, + "FN": 24208, + "FP": 54868, + "IoU": 0.4739244110622501, + "TN": 96970712, + "TP": 71237, + "n_pred": 126105, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8962375104631327, + "FN": 27964, + "FP": 11208, + "IoU": 0.8119840264178474, + "TN": 78848061, + "TP": 169172, + "n_pred": 180380, + "n_ref": 197136 + }, + "10": { + "Dice": 0.6469400543062035, + "FN": 23322, + "FP": 52743, + "IoU": 0.4781311104250283, + "TN": 78910650, + "TP": 69690, + "n_pred": 122433, + "n_ref": 93012 + }, + "11": { + "Dice": 0.6284911294572282, + "FN": 1220, + "FP": 895, + "IoU": 0.4582479508196721, + "TN": 79052501, + "TP": 1789, + "n_pred": 2684, + "n_ref": 3009 + }, + "12": { + "Dice": 0.20327649615513207, + "FN": 2396, + "FP": 2370, + "IoU": 0.11313732787495348, + "TN": 79051031, + "TP": 608, + "n_pred": 2978, + "n_ref": 3004 + }, + "13": { + "Dice": 0.41774507776532177, + "FN": 46284, + "FP": 7213, + "IoU": 0.26401882016288797, + "TN": 78983717, + "TP": 19191, + "n_pred": 26404, + "n_ref": 65475 + }, + "14": { + "Dice": 0.4361597992051872, + "FN": 11812, + "FP": 55581, + "IoU": 0.27890304839555313, + "TN": 78962946, + "TP": 26066, + "n_pred": 81647, + "n_ref": 37878 + }, + "15": { + "Dice": 0.33342321066626995, + "FN": 2671, + "FP": 140715, + "IoU": 0.20006471516957047, + "TN": 78877158, + "TP": 35861, + "n_pred": 176576, + "n_ref": 38532 + }, + "2": { + "Dice": 0.7549270482603816, + "FN": 11851, + "FP": 53657, + "IoU": 0.6063315785678229, + "TN": 78890001, + "TP": 100896, + "n_pred": 154553, + "n_ref": 112747 + }, + "3": { + "Dice": 0.7605029156547006, + "FN": 25719, + "FP": 34532, + "IoU": 0.6135576479039458, + "TN": 78900493, + "TP": 95661, + "n_pred": 130193, + "n_ref": 121380 + }, + "4": { + "Dice": 0.6189041095890411, + "FN": 1705, + "FP": 6641, + "IoU": 0.4481253719500099, + "TN": 79041282, + "TP": 6777, + "n_pred": 13418, + "n_ref": 8482 + }, + "5": { + "Dice": 0.5797521035013119, + "FN": 1754, + "FP": 2891, + "IoU": 0.4082048668620206, + "TN": 79048556, + "TP": 3204, + "n_pred": 6095, + "n_ref": 4958 + }, + "6": { + "Dice": 0.9176586735107876, + "FN": 97276, + "FP": 121912, + "IoU": 0.847845916119081, + "TN": 77615839, + "TP": 1221378, + "n_pred": 1343290, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.48564480183342396, + "FN": 316307, + "FP": 17652, + "IoU": 0.32069411616336263, + "TN": 78564787, + "TP": 157659, + "n_pred": 175311, + "n_ref": 473966 + }, + "8": { + "Dice": 0.5136948691937571, + "FN": 3929, + "FP": 48324, + "IoU": 0.3456187148564201, + "TN": 78976554, + "TP": 27598, + "n_pred": 75922, + "n_ref": 31527 + }, + "9": { + "Dice": 0.54074687601282, + "FN": 26243, + "FP": 50275, + "IoU": 0.3705641379991116, + "TN": 78934839, + "TP": 45048, + "n_pred": 95323, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8336130781156693, + "FN": 12163, + "FP": 76162, + "IoU": 0.7146968664300042, + "TN": 122402357, + "TP": 221258, + "n_pred": 297420, + "n_ref": 233421 + }, + "10": { + "Dice": 0.48955517326124354, + "FN": 20756, + "FP": 166174, + "IoU": 0.3241132443865929, + "TN": 122435370, + "TP": 89640, + "n_pred": 255814, + "n_ref": 110396 + }, + "11": { + "Dice": 0.56343452650657, + "FN": 1695, + "FP": 2159, + "IoU": 0.39220943068916575, + "TN": 122705599, + "TP": 2487, + "n_pred": 4646, + "n_ref": 4182 + }, + "12": { + "Dice": 0.16686145823968354, + "FN": 5362, + "FP": 3905, + "IoU": 0.09102501226091221, + "TN": 122701745, + "TP": 928, + "n_pred": 4833, + "n_ref": 6290 + }, + "13": { + "Dice": 0.257264198892172, + "FN": 38868, + "FP": 47351, + "IoU": 0.14762088362942533, + "TN": 122610789, + "TP": 14932, + "n_pred": 62283, + "n_ref": 53800 + }, + "14": { + "Dice": 0.769216502840957, + "FN": 16449, + "FP": 38303, + "IoU": 0.624981164125536, + "TN": 122565942, + "TP": 91246, + "n_pred": 129549, + "n_ref": 107695 + }, + "15": { + "Dice": 0.703984931426217, + "FN": 3249, + "FP": 36983, + "IoU": 0.5431919338722863, + "TN": 122623868, + "TP": 47840, + "n_pred": 84823, + "n_ref": 51089 + }, + "2": { + "Dice": 0.5763385489369823, + "FN": 59939, + "FP": 53268, + "IoU": 0.40482837300022606, + "TN": 122521731, + "TP": 77002, + "n_pred": 130270, + "n_ref": 136941 + }, + "3": { + "Dice": 0.7100797805207024, + "FN": 6633, + "FP": 107074, + "IoU": 0.5504834871162346, + "TN": 122458986, + "TP": 139247, + "n_pred": 246321, + "n_ref": 145880 + }, + "4": { + "Dice": 0.5592873723182178, + "FN": 12829, + "FP": 70140, + "IoU": 0.38820189507060426, + "TN": 122576325, + "TP": 52646, + "n_pred": 122786, + "n_ref": 65475 + }, + "5": { + "Dice": 0.3457983354427952, + "FN": 12701, + "FP": 4356, + "IoU": 0.20904242986320426, + "TN": 122690375, + "TP": 4508, + "n_pred": 8864, + "n_ref": 17209 + }, + "6": { + "Dice": 0.9079111323461786, + "FN": 65213, + "FP": 268612, + "IoU": 0.8313527948478046, + "TN": 120732512, + "TP": 1645603, + "n_pred": 1914215, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.3172356873319571, + "FN": 403635, + "FP": 296223, + "IoU": 0.1885205699596613, + "TN": 121849493, + "TP": 162589, + "n_pred": 458812, + "n_ref": 566224 + }, + "8": { + "Dice": 0.8221655019451143, + "FN": 19684, + "FP": 30829, + "IoU": 0.6980314325169328, + "TN": 122544661, + "TP": 116766, + "n_pred": 147595, + "n_ref": 136450 + }, + "9": { + "Dice": 0.6441646068541653, + "FN": 16891, + "FP": 47027, + "IoU": 0.47510531891305957, + "TN": 122590167, + "TP": 57855, + "n_pred": 104882, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/loop_001/summary_cross_val.json b/nnActive_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/loop_001/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..35a59bc3e1fd17b1e56beef4dfb8624df498e884 --- /dev/null +++ b/nnActive_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/loop_001/summary_cross_val.json @@ -0,0 +1,24396 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": 0.4227825913073809, + "FN": 706.6444444444445, + "FP": 495.8644444444445, + "IoU": 0.35188191163616234, + "TN": 109162.63333333333, + "TP": 1592.1911111111112, + "n_pred": 2088.055555555555, + "n_ref": 2298.835555555556 + }, + "mean": { + "1": { + "Dice": 0.5005259970384122, + "FN": 752.8666666666667, + "FP": 433.8, + "IoU": 0.4562747858110707, + "TN": 108675.26666666666, + "TP": 2095.4, + "n_pred": 2529.2, + "n_ref": 2848.266666666667 + }, + "10": { + "Dice": 0.24302987699683315, + "FN": 518.1666666666666, + "FP": 817.5, + "IoU": 0.19674098741316623, + "TN": 109977.06666666667, + "TP": 644.6, + "n_pred": 1462.1, + "n_ref": 1162.7666666666667 + }, + "11": { + "Dice": 0.22038629522256617, + "FN": 166.6, + "FP": 80.2, + "IoU": 0.16072301272426462, + "TN": 111582.2, + "TP": 128.33333333333334, + "n_pred": 208.53333333333333, + "n_ref": 294.93333333333334 + }, + "12": { + "Dice": 0.3135740312742957, + "FN": 239.6, + "FP": 68.7, + "IoU": 0.23355102193511493, + "TN": 111422.43333333333, + "TP": 226.6, + "n_pred": 295.3, + "n_ref": 466.2 + }, + "13": { + "Dice": 0.19916393619520267, + "FN": 1489.1333333333334, + "FP": 331.6333333333333, + "IoU": 0.14525332188540027, + "TN": 109651.56666666667, + "TP": 485.0, + "n_pred": 816.6333333333333, + "n_ref": 1974.1333333333334 + }, + "14": { + "Dice": 0.746396744928702, + "FN": 581.8333333333334, + "FP": 227.73333333333332, + "IoU": 0.6569256447331477, + "TN": 108709.36666666667, + "TP": 2438.4, + "n_pred": 2666.133333333333, + "n_ref": 3020.233333333333 + }, + "15": { + "Dice": 0.37857887093378867, + "FN": 124.76666666666667, + "FP": 164.0, + "IoU": 0.296893162262272, + "TN": 111116.56666666667, + "TP": 552.0, + "n_pred": 716.0, + "n_ref": 676.7666666666667 + }, + "2": { + "Dice": 0.2605359527535567, + "FN": 678.6333333333333, + "FP": 762.5666666666667, + "IoU": 0.19827563338246187, + "TN": 109725.26666666666, + "TP": 790.8666666666667, + "n_pred": 1553.4333333333334, + "n_ref": 1469.5 + }, + "3": { + "Dice": 0.48606587573972715, + "FN": 967.0666666666667, + "FP": 741.3, + "IoU": 0.41569619722677037, + "TN": 107606.13333333333, + "TP": 2642.8333333333335, + "n_pred": 3384.133333333333, + "n_ref": 3609.9 + }, + "4": { + "Dice": 0.45853503786223104, + "FN": 402.0, + "FP": 464.06666666666666, + "IoU": 0.4071038970319308, + "TN": 108766.03333333334, + "TP": 2325.233333333333, + "n_pred": 2789.3, + "n_ref": 2727.233333333333 + }, + "5": { + "Dice": 0.35180985488529587, + "FN": 126.76666666666667, + "FP": 52.63333333333333, + "IoU": 0.27531343155345633, + "TN": 111546.76666666666, + "TP": 231.16666666666666, + "n_pred": 283.8, + "n_ref": 357.93333333333334 + }, + "6": { + "Dice": 0.6879841586170278, + "FN": 1896.8, + "FP": 1742.4333333333334, + "IoU": 0.587360666787861, + "TN": 101217.06666666667, + "TP": 7101.033333333334, + "n_pred": 8843.466666666667, + "n_ref": 8997.833333333334 + }, + "7": { + "Dice": 0.2795549695694018, + "FN": 1686.9333333333334, + "FP": 762.2, + "IoU": 0.2110371736794661, + "TN": 108481.46666666666, + "TP": 1026.7333333333333, + "n_pred": 1788.9333333333334, + "n_ref": 2713.6666666666665 + }, + "8": { + "Dice": 0.7749936869818068, + "FN": 435.6, + "FP": 96.2, + "IoU": 0.6882719331058383, + "TN": 109562.1, + "TP": 1863.4333333333334, + "n_pred": 1959.6333333333334, + "n_ref": 2299.0333333333333 + }, + "9": { + "Dice": 0.44060358061186683, + "FN": 532.9, + "FP": 693.0, + "IoU": 0.348807805010213, + "TN": 109400.2, + "TP": 1331.2333333333333, + "n_pred": 2024.2333333333333, + "n_ref": 1864.1333333333334 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.6932949008304166, + "FN": 2358, + "FP": 2111, + "IoU": 0.5305672268907563, + "TN": 88784, + "TP": 5051, + "n_pred": 7162, + "n_ref": 7409 + }, + "10": { + "Dice": 0.7072330654420207, + "FN": 331, + "FP": 179, + "IoU": 0.5470692717584369, + "TN": 97178, + "TP": 616, + "n_pred": 795, + "n_ref": 947 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 343, + "IoU": 0.0, + "TN": 97961, + "TP": 0, + "n_pred": 343, + "n_ref": 0 + }, + "3": { + "Dice": 0.8562983174170077, + "FN": 432, + "FP": 200, + "IoU": 0.7487077534791252, + "TN": 95789, + "TP": 1883, + "n_pred": 2083, + "n_ref": 2315 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7296779141104295, + "FN": 2738, + "FP": 1492, + "IoU": 0.5744038635677634, + "TN": 88365, + "TP": 5709, + "n_pred": 7201, + "n_ref": 8447 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0009.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0009.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 114, + "FP": 0, + "IoU": 0.0, + "TN": 98190, + "TP": 0, + "n_pred": 0, + "n_ref": 114 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.09070294784580499, + "FN": 2711, + "FP": 96, + "IoU": 0.047505938242280284, + "TN": 95357, + "TP": 140, + "n_pred": 236, + "n_ref": 2851 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.9410147119483019, + "FN": 948, + "FP": 339, + "IoU": 0.8886003635419372, + "TN": 86751, + "TP": 10266, + "n_pred": 10605, + "n_ref": 11214 + }, + "2": { + "Dice": 0.8464945776691615, + "FN": 584, + "FP": 421, + "IoU": 0.7338453389830508, + "TN": 94528, + "TP": 2771, + "n_pred": 3192, + "n_ref": 3355 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 499, + "IoU": 0.0, + "TN": 97805, + "TP": 0, + "n_pred": 499, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 712, + "IoU": 0.0, + "TN": 97592, + "TP": 0, + "n_pred": 712, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7773487773487774, + "FN": 166, + "FP": 7, + "IoU": 0.6357894736842106, + "TN": 97829, + "TP": 302, + "n_pred": 309, + "n_ref": 468 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 9, + "IoU": 0.0, + "TN": 98295, + "TP": 0, + "n_pred": 9, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9280929866036249, + "FN": 664, + "FP": 66, + "IoU": 0.8658334864914538, + "TN": 92863, + "TP": 4711, + "n_pred": 4777, + "n_ref": 5375 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0011.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0011.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 36, + "FP": 211, + "IoU": 0.0, + "TN": 98057, + "TP": 0, + "n_pred": 211, + "n_ref": 36 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9283088235294118, + "FN": 1854, + "FP": 18, + "IoU": 0.8662092624356775, + "TN": 84312, + "TP": 12120, + "n_pred": 12138, + "n_ref": 13974 + }, + "15": { + "Dice": 0.30303030303030304, + "FN": 0, + "FP": 184, + "IoU": 0.17857142857142858, + "TN": 98080, + "TP": 40, + "n_pred": 224, + "n_ref": 40 + }, + "2": { + "Dice": 0.7341445955619184, + "FN": 1782, + "FP": 75, + "IoU": 0.5799592852295861, + "TN": 93883, + "TP": 2564, + "n_pred": 2639, + "n_ref": 4346 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1203, + "IoU": 0.0, + "TN": 97101, + "TP": 0, + "n_pred": 1203, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7663316582914573, + "FN": 493, + "FP": 65, + "IoU": 0.6211812627291242, + "TN": 96831, + "TP": 915, + "n_pred": 980, + "n_ref": 1408 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0021.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0021.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 32, + "IoU": 0.0, + "TN": 131040, + "TP": 0, + "n_pred": 32, + "n_ref": 0 + }, + "10": { + "Dice": 0.1067837744134982, + "FN": 70, + "FP": 7659, + "IoU": 0.05640336955194726, + "TN": 122881, + "TP": 462, + "n_pred": 8121, + "n_ref": 532 + }, + "11": { + "Dice": 0.7884444444444444, + "FN": 692, + "FP": 260, + "IoU": 0.6507703595011005, + "TN": 128346, + "TP": 1774, + "n_pred": 2034, + "n_ref": 2466 + }, + "12": { + "Dice": 0.572215269086358, + "FN": 1127, + "FP": 582, + "IoU": 0.4007713884992987, + "TN": 128220, + "TP": 1143, + "n_pred": 1725, + "n_ref": 2270 + }, + "13": { + "Dice": 0.14834614099565654, + "FN": 1027, + "FP": 1522, + "IoU": 0.0801154817755323, + "TN": 128301, + "TP": 222, + "n_pred": 1744, + "n_ref": 1249 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.7956526417733778, + "FN": 1719, + "FP": 180, + "IoU": 0.660650464617584, + "TN": 125476, + "TP": 3697, + "n_pred": 3877, + "n_ref": 5416 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 80, + "IoU": 0.0, + "TN": 130992, + "TP": 0, + "n_pred": 80, + "n_ref": 0 + }, + "3": { + "Dice": 0.9640527742204485, + "FN": 616, + "FP": 591, + "IoU": 0.9306002759889604, + "TN": 113680, + "TP": 16185, + "n_pred": 16776, + "n_ref": 16801 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7850810810810811, + "FN": 9773, + "FP": 167, + "IoU": 0.6462003915287418, + "TN": 102977, + "TP": 18155, + "n_pred": 18322, + "n_ref": 27928 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1547, + "IoU": 0.0, + "TN": 129525, + "TP": 0, + "n_pred": 1547, + "n_ref": 0 + }, + "8": { + "Dice": 0.8806262230919765, + "FN": 31, + "FP": 30, + "IoU": 0.7867132867132867, + "TN": 130786, + "TP": 225, + "n_pred": 255, + "n_ref": 256 + }, + "9": { + "Dice": 0.5345345345345346, + "FN": 53, + "FP": 1342, + "IoU": 0.36475409836065575, + "TN": 128876, + "TP": 801, + "n_pred": 2143, + "n_ref": 854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0030.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0030.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2548, + "IoU": 0.0, + "TN": 112140, + "TP": 0, + "n_pred": 2548, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 317, + "IoU": 0.0, + "TN": 114371, + "TP": 0, + "n_pred": 317, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 560, + "IoU": 0.0, + "TN": 114128, + "TP": 0, + "n_pred": 560, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 22, + "IoU": 0.0, + "TN": 114666, + "TP": 0, + "n_pred": 22, + "n_ref": 0 + }, + "3": { + "Dice": 0.6965745856353591, + "FN": 2739, + "FP": 7, + "IoU": 0.5344184469311631, + "TN": 108790, + "TP": 3152, + "n_pred": 3159, + "n_ref": 5891 + }, + "4": { + "Dice": 0.8772725464454788, + "FN": 2106, + "FP": 979, + "IoU": 0.781376231308908, + "TN": 100577, + "TP": 11026, + "n_pred": 12005, + "n_ref": 13132 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9633319816949545, + "FN": 231, + "FP": 402, + "IoU": 0.9292579347340187, + "TN": 105740, + "TP": 8315, + "n_pred": 8717, + "n_ref": 8546 + }, + "7": { + "Dice": 0.4656571119524067, + "FN": 4247, + "FP": 1681, + "IoU": 0.30348960169192807, + "TN": 106177, + "TP": 2583, + "n_pred": 4264, + "n_ref": 6830 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0042.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0042.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 456, + "IoU": 0.0, + "TN": 97848, + "TP": 0, + "n_pred": 456, + "n_ref": 0 + }, + "14": { + "Dice": 0.5242718446601942, + "FN": 129, + "FP": 1586, + "IoU": 0.35526315789473684, + "TN": 95644, + "TP": 945, + "n_pred": 2531, + "n_ref": 1074 + }, + "15": { + "Dice": 0.5027337342810279, + "FN": 726, + "FP": 2912, + "IoU": 0.3357677560708417, + "TN": 92827, + "TP": 1839, + "n_pred": 4751, + "n_ref": 2565 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.7161442608552451, + "FN": 672, + "FP": 4499, + "IoU": 0.5578074226098854, + "TN": 86610, + "TP": 6523, + "n_pred": 11022, + "n_ref": 7195 + }, + "5": { + "Dice": 0.7134502923976608, + "FN": 14, + "FP": 35, + "IoU": 0.5545454545454546, + "TN": 98194, + "TP": 61, + "n_pred": 96, + "n_ref": 75 + }, + "6": { + "Dice": 0.9370098378827768, + "FN": 1601, + "FP": 672, + "IoU": 0.8814849575056051, + "TN": 79125, + "TP": 16906, + "n_pred": 17578, + "n_ref": 18507 + }, + "7": { + "Dice": 0.5040214477211796, + "FN": 696, + "FP": 44, + "IoU": 0.33691756272401435, + "TN": 97188, + "TP": 376, + "n_pred": 420, + "n_ref": 1072 + }, + "8": { + "Dice": 0.9662864810466286, + "FN": 318, + "FP": 84, + "IoU": 0.934772026610417, + "TN": 92141, + "TP": 5761, + "n_pred": 5845, + "n_ref": 6079 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 98303, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0043.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0043.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 3393, + "IoU": 0.0, + "TN": 127679, + "TP": 0, + "n_pred": 3393, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 743, + "FP": 0, + "IoU": 0.0, + "TN": 130329, + "TP": 0, + "n_pred": 0, + "n_ref": 743 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 940, + "IoU": 0.0, + "TN": 130132, + "TP": 0, + "n_pred": 940, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.5958668197474167, + "FN": 6145, + "FP": 191, + "IoU": 0.4243663123466885, + "TN": 120065, + "TP": 4671, + "n_pred": 4862, + "n_ref": 10816 + }, + "3": { + "Dice": 0.48389124626748387, + "FN": 454, + "FP": 6114, + "IoU": 0.3191665802840261, + "TN": 121425, + "TP": 3079, + "n_pred": 9193, + "n_ref": 3533 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8119937473355123, + "FN": 1819, + "FP": 827, + "IoU": 0.6834928229665072, + "TN": 122712, + "TP": 5714, + "n_pred": 6541, + "n_ref": 7533 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 252, + "IoU": 0.0, + "TN": 130820, + "TP": 0, + "n_pred": 252, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 1851, + "FP": 0, + "IoU": 0.0, + "TN": 129221, + "TP": 0, + "n_pred": 0, + "n_ref": 1851 + }, + "8": { + "Dice": 0.558648111332008, + "FN": 444, + "FP": 0, + "IoU": 0.3875862068965517, + "TN": 130347, + "TP": 281, + "n_pred": 281, + "n_ref": 725 + }, + "9": { + "Dice": 0.7655515620680121, + "FN": 668, + "FP": 1028, + "IoU": 0.6201567749160134, + "TN": 126607, + "TP": 2769, + "n_pred": 3797, + "n_ref": 3437 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0057.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0057.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 32, + "FP": 3001, + "IoU": 0.0, + "TN": 111655, + "TP": 0, + "n_pred": 3001, + "n_ref": 32 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 639, + "IoU": 0.0, + "TN": 114049, + "TP": 0, + "n_pred": 639, + "n_ref": 0 + }, + "12": { + "Dice": 0.6993078697769802, + "FN": 757, + "FP": 416, + "IoU": 0.5376428852975956, + "TN": 112151, + "TP": 1364, + "n_pred": 1780, + "n_ref": 2121 + }, + "13": { + "Dice": 0.5625326507157037, + "FN": 3757, + "FP": 430, + "IoU": 0.3913359499927315, + "TN": 107809, + "TP": 2692, + "n_pred": 3122, + "n_ref": 6449 + }, + "14": { + "Dice": 0.8861800416001548, + "FN": 95, + "FP": 2258, + "IoU": 0.7956223399635195, + "TN": 103175, + "TP": 9160, + "n_pred": 11418, + "n_ref": 9255 + }, + "15": { + "Dice": 0.667853962600178, + "FN": 55, + "FP": 318, + "IoU": 0.5013368983957219, + "TN": 113940, + "TP": 375, + "n_pred": 693, + "n_ref": 430 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 163, + "IoU": 0.0, + "TN": 114525, + "TP": 0, + "n_pred": 163, + "n_ref": 0 + }, + "3": { + "Dice": 0.07518796992481203, + "FN": 123, + "FP": 0, + "IoU": 0.0390625, + "TN": 114560, + "TP": 5, + "n_pred": 5, + "n_ref": 128 + }, + "4": { + "Dice": 0.9539138943248532, + "FN": 772, + "FP": 170, + "IoU": 0.9118885043494528, + "TN": 103997, + "TP": 9749, + "n_pred": 9919, + "n_ref": 10521 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9179498878369644, + "FN": 3486, + "FP": 830, + "IoU": 0.84834323061246, + "TN": 86229, + "TP": 24143, + "n_pred": 24973, + "n_ref": 27629 + }, + "7": { + "Dice": 0.0, + "FN": 20, + "FP": 0, + "IoU": 0.0, + "TN": 114668, + "TP": 0, + "n_pred": 0, + "n_ref": 20 + }, + "8": { + "Dice": 0.8523316062176166, + "FN": 91, + "FP": 23, + "IoU": 0.7426636568848759, + "TN": 114245, + "TP": 329, + "n_pred": 352, + "n_ref": 420 + }, + "9": { + "Dice": 0.7757794597597389, + "FN": 131, + "FP": 3098, + "IoU": 0.6336925694838343, + "TN": 105873, + "TP": 5586, + "n_pred": 8684, + "n_ref": 5717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0069.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0069.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 466, + "IoU": 0.0, + "TN": 130606, + "TP": 0, + "n_pred": 466, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.07354555433589462, + "FN": 1688, + "FP": 0, + "IoU": 0.038176638176638175, + "TN": 129317, + "TP": 67, + "n_pred": 67, + "n_ref": 1755 + }, + "14": { + "Dice": 0.9078593950718207, + "FN": 40, + "FP": 1538, + "IoU": 0.8312660393498716, + "TN": 121720, + "TP": 7774, + "n_pred": 9312, + "n_ref": 7814 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9043407003928563, + "FN": 2210, + "FP": 1759, + "IoU": 0.8253849538055433, + "TN": 108342, + "TP": 18761, + "n_pred": 20520, + "n_ref": 20971 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9636609884974152, + "FN": 1202, + "FP": 703, + "IoU": 0.9298704167280224, + "TN": 103908, + "TP": 25259, + "n_pred": 25962, + "n_ref": 26461 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1188, + "IoU": 0.0, + "TN": 129884, + "TP": 0, + "n_pred": 1188, + "n_ref": 0 + }, + "8": { + "Dice": 0.9004312410158122, + "FN": 789, + "FP": 250, + "IoU": 0.8188948928011156, + "TN": 125335, + "TP": 4698, + "n_pred": 4948, + "n_ref": 5487 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 1613, + "IoU": 0.0, + "TN": 129459, + "TP": 0, + "n_pred": 1613, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0075.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0075.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2109, + "IoU": 0.0, + "TN": 112579, + "TP": 0, + "n_pred": 2109, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 483, + "IoU": 0.0, + "TN": 114205, + "TP": 0, + "n_pred": 483, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 20, + "IoU": 0.0, + "TN": 114668, + "TP": 0, + "n_pred": 20, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 26, + "IoU": 0.0, + "TN": 114662, + "TP": 0, + "n_pred": 26, + "n_ref": 0 + }, + "4": { + "Dice": 0.7475078113375986, + "FN": 3347, + "FP": 47, + "IoU": 0.596816345925398, + "TN": 106270, + "TP": 5024, + "n_pred": 5071, + "n_ref": 8371 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7172106223393473, + "FN": 1169, + "FP": 226, + "IoU": 0.559102402022756, + "TN": 111524, + "TP": 1769, + "n_pred": 1995, + "n_ref": 2938 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 3667, + "IoU": 0.0, + "TN": 111021, + "TP": 0, + "n_pred": 3667, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0076.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0076.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.5113475177304965, + "FN": 4016, + "FP": 118, + "IoU": 0.34349690328727966, + "TN": 108391, + "TP": 2163, + "n_pred": 2281, + "n_ref": 6179 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3244, + "IoU": 0.0, + "TN": 111444, + "TP": 0, + "n_pred": 3244, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 266, + "IoU": 0.0, + "TN": 114422, + "TP": 0, + "n_pred": 266, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 66, + "FP": 0, + "IoU": 0.0, + "TN": 114622, + "TP": 0, + "n_pred": 0, + "n_ref": 66 + }, + "6": { + "Dice": 0.7899342224367871, + "FN": 180, + "FP": 3301, + "IoU": 0.6528027129463395, + "TN": 104662, + "TP": 6545, + "n_pred": 9846, + "n_ref": 6725 + }, + "7": { + "Dice": 0.7930174563591023, + "FN": 161, + "FP": 5, + "IoU": 0.6570247933884298, + "TN": 114204, + "TP": 318, + "n_pred": 323, + "n_ref": 479 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0081.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0081.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 507, + "IoU": 0.0, + "TN": 114181, + "TP": 0, + "n_pred": 507, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 586, + "IoU": 0.0, + "TN": 114102, + "TP": 0, + "n_pred": 586, + "n_ref": 0 + }, + "11": { + "Dice": 0.6704108779190068, + "FN": 958, + "FP": 157, + "IoU": 0.5042240995998222, + "TN": 112439, + "TP": 1134, + "n_pred": 1291, + "n_ref": 2092 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 194, + "IoU": 0.0, + "TN": 114494, + "TP": 0, + "n_pred": 194, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 4826, + "FP": 940, + "IoU": 0.0, + "TN": 108922, + "TP": 0, + "n_pred": 940, + "n_ref": 4826 + }, + "14": { + "Dice": 0.9313738708372657, + "FN": 949, + "FP": 69, + "IoU": 0.8715619480191774, + "TN": 106762, + "TP": 6908, + "n_pred": 6977, + "n_ref": 7857 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 239, + "IoU": 0.0, + "TN": 114449, + "TP": 0, + "n_pred": 239, + "n_ref": 0 + }, + "4": { + "Dice": 0.8969666894113268, + "FN": 368, + "FP": 1293, + "IoU": 0.8131818693060399, + "TN": 105797, + "TP": 7230, + "n_pred": 8523, + "n_ref": 7598 + }, + "5": { + "Dice": 0.0, + "FN": 977, + "FP": 0, + "IoU": 0.0, + "TN": 113711, + "TP": 0, + "n_pred": 0, + "n_ref": 977 + }, + "6": { + "Dice": 0.9161555191710857, + "FN": 942, + "FP": 2489, + "IoU": 0.845283189033189, + "TN": 92512, + "TP": 18745, + "n_pred": 21234, + "n_ref": 19687 + }, + "7": { + "Dice": 0.0, + "FN": 60, + "FP": 569, + "IoU": 0.0, + "TN": 114059, + "TP": 0, + "n_pred": 569, + "n_ref": 60 + }, + "8": { + "Dice": 0.695182350292661, + "FN": 3978, + "FP": 84, + "IoU": 0.5327812284334024, + "TN": 105994, + "TP": 4632, + "n_pred": 4716, + "n_ref": 8610 + }, + "9": { + "Dice": 0.0, + "FN": 253, + "FP": 799, + "IoU": 0.0, + "TN": 113636, + "TP": 0, + "n_pred": 799, + "n_ref": 253 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0118.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0118.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.4187568157033806, + "FN": 1, + "FP": 532, + "IoU": 0.26482758620689656, + "TN": 97579, + "TP": 192, + "n_pred": 724, + "n_ref": 193 + }, + "11": { + "Dice": 0.32457676590776413, + "FN": 1140, + "FP": 17, + "IoU": 0.19372822299651568, + "TN": 96869, + "TP": 278, + "n_pred": 295, + "n_ref": 1418 + }, + "12": { + "Dice": 0.3559539052496799, + "FN": 501, + "FP": 2, + "IoU": 0.21651090342679127, + "TN": 97662, + "TP": 139, + "n_pred": 141, + "n_ref": 640 + }, + "13": { + "Dice": 0.0, + "FN": 839, + "FP": 0, + "IoU": 0.0, + "TN": 97465, + "TP": 0, + "n_pred": 0, + "n_ref": 839 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.631578947368421, + "FN": 72, + "FP": 2007, + "IoU": 0.46153846153846156, + "TN": 94443, + "TP": 1782, + "n_pred": 3789, + "n_ref": 1854 + }, + "3": { + "Dice": 0.8487302171512697, + "FN": 2441, + "FP": 25, + "IoU": 0.7372122762148338, + "TN": 88920, + "TP": 6918, + "n_pred": 6943, + "n_ref": 9359 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.91364477839486, + "FN": 793, + "FP": 0, + "IoU": 0.841018444266239, + "TN": 93316, + "TP": 4195, + "n_pred": 4195, + "n_ref": 4988 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8811897921243873, + "FN": 408, + "FP": 295, + "IoU": 0.7876132930513595, + "TN": 94994, + "TP": 2607, + "n_pred": 2902, + "n_ref": 3015 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0184.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0184.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 141, + "FP": 303, + "IoU": 0.0, + "TN": 114244, + "TP": 0, + "n_pred": 303, + "n_ref": 141 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.10829051307615614, + "FN": 11292, + "FP": 335, + "IoU": 0.057244790399740536, + "TN": 102355, + "TP": 706, + "n_pred": 1041, + "n_ref": 11998 + }, + "14": { + "Dice": 0.6466061882391058, + "FN": 8715, + "FP": 11, + "IoU": 0.4777664731581782, + "TN": 97979, + "TP": 7983, + "n_pred": 7994, + "n_ref": 16698 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.744, + "FN": 59, + "FP": 5, + "IoU": 0.5923566878980892, + "TN": 114531, + "TP": 93, + "n_pred": 98, + "n_ref": 152 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 29, + "IoU": 0.0, + "TN": 114659, + "TP": 0, + "n_pred": 29, + "n_ref": 0 + }, + "4": { + "Dice": 0.02557544757033248, + "FN": 1524, + "FP": 0, + "IoU": 0.012953367875647668, + "TN": 113144, + "TP": 20, + "n_pred": 20, + "n_ref": 1544 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6695156695156695, + "FN": 1354, + "FP": 38, + "IoU": 0.5032119914346895, + "TN": 111886, + "TP": 1410, + "n_pred": 1448, + "n_ref": 2764 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1161, + "IoU": 0.0, + "TN": 113527, + "TP": 0, + "n_pred": 1161, + "n_ref": 0 + }, + "8": { + "Dice": 0.9729448491155047, + "FN": 106, + "FP": 50, + "IoU": 0.9473150962512664, + "TN": 111727, + "TP": 2805, + "n_pred": 2855, + "n_ref": 2911 + }, + "9": { + "Dice": 0.764765033183616, + "FN": 309, + "FP": 3200, + "IoU": 0.6191251492456312, + "TN": 105475, + "TP": 5704, + "n_pred": 8904, + "n_ref": 6013 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0193.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0193.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 256, + "IoU": 0.0, + "TN": 114432, + "TP": 0, + "n_pred": 256, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8276431718061674, + "FN": 1058, + "FP": 194, + "IoU": 0.7059652418976045, + "TN": 110430, + "TP": 3006, + "n_pred": 3200, + "n_ref": 4064 + }, + "14": { + "Dice": 0.9585674590923124, + "FN": 994, + "FP": 348, + "IoU": 0.9204316376141349, + "TN": 97822, + "TP": 15524, + "n_pred": 15872, + "n_ref": 16518 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 114683, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 114681, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "8": { + "Dice": 0.9574416927145949, + "FN": 13, + "FP": 164, + "IoU": 0.9183579335793358, + "TN": 112520, + "TP": 1991, + "n_pred": 2155, + "n_ref": 2004 + }, + "9": { + "Dice": 0.0, + "FN": 2, + "FP": 0, + "IoU": 0.0, + "TN": 114686, + "TP": 0, + "n_pred": 0, + "n_ref": 2 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0195.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0195.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9543657923104564, + "FN": 138, + "FP": 243, + "IoU": 0.9127147766323024, + "TN": 110323, + "TP": 3984, + "n_pred": 4227, + "n_ref": 4122 + }, + "10": { + "Dice": 0.8929051782111634, + "FN": 273, + "FP": 1001, + "IoU": 0.8065299924069855, + "TN": 108103, + "TP": 5311, + "n_pred": 6312, + "n_ref": 5584 + }, + "11": { + "Dice": 0.0, + "FN": 174, + "FP": 0, + "IoU": 0.0, + "TN": 114514, + "TP": 0, + "n_pred": 0, + "n_ref": 174 + }, + "12": { + "Dice": 0.0, + "FN": 108, + "FP": 14, + "IoU": 0.0, + "TN": 114566, + "TP": 0, + "n_pred": 14, + "n_ref": 108 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 30, + "IoU": 0.0, + "TN": 114658, + "TP": 0, + "n_pred": 30, + "n_ref": 0 + }, + "2": { + "Dice": 0.6835126344758569, + "FN": 2468, + "FP": 62, + "IoU": 0.5191942227290004, + "TN": 109426, + "TP": 2732, + "n_pred": 2794, + "n_ref": 5200 + }, + "3": { + "Dice": 0.8997727846503408, + "FN": 229, + "FP": 1756, + "IoU": 0.817806333180358, + "TN": 103793, + "TP": 8910, + "n_pred": 10666, + "n_ref": 9139 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 677, + "IoU": 0.0, + "TN": 114011, + "TP": 0, + "n_pred": 677, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.1615675165250236, + "FN": 17758, + "FP": 0, + "IoU": 0.08788330165904772, + "TN": 95219, + "TP": 1711, + "n_pred": 1711, + "n_ref": 19469 + }, + "7": { + "Dice": 0.8773116824537663, + "FN": 1086, + "FP": 2, + "IoU": 0.7814383286460426, + "TN": 109710, + "TP": 3890, + "n_pred": 3892, + "n_ref": 4976 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.3371824480369515, + "FN": 287, + "FP": 0, + "IoU": 0.20277777777777778, + "TN": 114328, + "TP": 73, + "n_pred": 73, + "n_ref": 360 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0197.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0197.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.5300751879699248, + "FN": 958, + "FP": 42, + "IoU": 0.36061381074168797, + "TN": 129508, + "TP": 564, + "n_pred": 606, + "n_ref": 1522 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5, + "FN": 294, + "FP": 0, + "IoU": 0.3333333333333333, + "TN": 130631, + "TP": 147, + "n_pred": 147, + "n_ref": 441 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.15513126491646778, + "FN": 17, + "FP": 691, + "IoU": 0.08408796895213454, + "TN": 130299, + "TP": 65, + "n_pred": 756, + "n_ref": 82 + }, + "3": { + "Dice": 0.8198462101794215, + "FN": 944, + "FP": 40, + "IoU": 0.6946943841141794, + "TN": 127849, + "TP": 2239, + "n_pred": 2279, + "n_ref": 3183 + }, + "4": { + "Dice": 0.9113031612463043, + "FN": 419, + "FP": 361, + "IoU": 0.8370587006475873, + "TN": 126285, + "TP": 4007, + "n_pred": 4368, + "n_ref": 4426 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8947007481296758, + "FN": 3176, + "FP": 202, + "IoU": 0.8094647188222686, + "TN": 113343, + "TP": 14351, + "n_pred": 14553, + "n_ref": 17527 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.805806421107381, + "FN": 485, + "FP": 3622, + "IoU": 0.6747703515996198, + "TN": 118444, + "TP": 8521, + "n_pred": 12143, + "n_ref": 9006 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0199.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0199.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6153846153846154, + "FN": 10, + "FP": 0, + "IoU": 0.4444444444444444, + "TN": 98286, + "TP": 8, + "n_pred": 8, + "n_ref": 18 + }, + "10": { + "Dice": 0.0, + "FN": 288, + "FP": 0, + "IoU": 0.0, + "TN": 98016, + "TP": 0, + "n_pred": 0, + "n_ref": 288 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 258, + "IoU": 0.0, + "TN": 98046, + "TP": 0, + "n_pred": 258, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 5849, + "IoU": 0.0, + "TN": 92455, + "TP": 0, + "n_pred": 5849, + "n_ref": 0 + }, + "3": { + "Dice": 0.7391834247410116, + "FN": 5895, + "FP": 97, + "IoU": 0.5862735621072982, + "TN": 83821, + "TP": 8491, + "n_pred": 8588, + "n_ref": 14386 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9947318908748825, + "FN": 121, + "FP": 47, + "IoU": 0.9895189968182669, + "TN": 82275, + "TP": 15861, + "n_pred": 15908, + "n_ref": 15982 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0212.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0212.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9224299901583609, + "FN": 799, + "FP": 68, + "IoU": 0.8560278977084025, + "TN": 108666, + "TP": 5155, + "n_pred": 5223, + "n_ref": 5954 + }, + "10": { + "Dice": 0.6287734566222464, + "FN": 4985, + "FP": 475, + "IoU": 0.45854819516065054, + "TN": 104604, + "TP": 4624, + "n_pred": 5099, + "n_ref": 9609 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 4333, + "FP": 339, + "IoU": 0.0, + "TN": 110016, + "TP": 0, + "n_pred": 339, + "n_ref": 4333 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 823, + "IoU": 0.0, + "TN": 113865, + "TP": 0, + "n_pred": 823, + "n_ref": 0 + }, + "3": { + "Dice": 0.8635756653520077, + "FN": 4034, + "FP": 359, + "IoU": 0.759905995518391, + "TN": 96391, + "TP": 13904, + "n_pred": 14263, + "n_ref": 17938 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.4233167082294264, + "FN": 3450, + "FP": 250, + "IoU": 0.26848556741795176, + "TN": 109630, + "TP": 1358, + "n_pred": 1608, + "n_ref": 4808 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 644, + "IoU": 0.0, + "TN": 114044, + "TP": 0, + "n_pred": 644, + "n_ref": 0 + }, + "8": { + "Dice": 0.9298701298701298, + "FN": 0, + "FP": 162, + "IoU": 0.8689320388349514, + "TN": 113452, + "TP": 1074, + "n_pred": 1236, + "n_ref": 1074 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0235.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0235.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1174, + "IoU": 0.0, + "TN": 129898, + "TP": 0, + "n_pred": 1174, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.3375180535496056, + "FN": 4779, + "FP": 1184, + "IoU": 0.20302058273188986, + "TN": 123590, + "TP": 1519, + "n_pred": 2703, + "n_ref": 6298 + }, + "14": { + "Dice": 0.8148874526409627, + "FN": 4135, + "FP": 18, + "IoU": 0.6876034301188506, + "TN": 117778, + "TP": 9141, + "n_pred": 9159, + "n_ref": 13276 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1165, + "IoU": 0.0, + "TN": 129907, + "TP": 0, + "n_pred": 1165, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.002350790126681468, + "FN": 13, + "FP": 7626, + "IoU": 0.0011767782426778243, + "TN": 123424, + "TP": 9, + "n_pred": 7635, + "n_ref": 22 + }, + "7": { + "Dice": 0.16437790397521942, + "FN": 6787, + "FP": 1306, + "IoU": 0.08954888063899201, + "TN": 122183, + "TP": 796, + "n_pred": 2102, + "n_ref": 7583 + }, + "8": { + "Dice": 0.7958810068649885, + "FN": 807, + "FP": 85, + "IoU": 0.6609654123907259, + "TN": 128441, + "TP": 1739, + "n_pred": 1824, + "n_ref": 2546 + }, + "9": { + "Dice": 0.0, + "FN": 7773, + "FP": 0, + "IoU": 0.0, + "TN": 123299, + "TP": 0, + "n_pred": 0, + "n_ref": 7773 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0245.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0245.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9656883901596892, + "FN": 76, + "FP": 242, + "IoU": 0.9336532443146255, + "TN": 93511, + "TP": 4475, + "n_pred": 4717, + "n_ref": 4551 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 2042, + "IoU": 0.0, + "TN": 96262, + "TP": 0, + "n_pred": 2042, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 61, + "IoU": 0.0, + "TN": 98243, + "TP": 0, + "n_pred": 61, + "n_ref": 0 + }, + "12": { + "Dice": 0.30335861321776814, + "FN": 641, + "FP": 2, + "IoU": 0.17879948914431673, + "TN": 97521, + "TP": 140, + "n_pred": 142, + "n_ref": 781 + }, + "13": { + "Dice": 0.8855499907252828, + "FN": 532, + "FP": 702, + "IoU": 0.7946071904127829, + "TN": 92296, + "TP": 4774, + "n_pred": 5476, + "n_ref": 5306 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 85, + "IoU": 0.0, + "TN": 98219, + "TP": 0, + "n_pred": 85, + "n_ref": 0 + }, + "3": { + "Dice": 0.7699501880654671, + "FN": 101, + "FP": 2162, + "IoU": 0.6259504132231405, + "TN": 92254, + "TP": 3787, + "n_pred": 5949, + "n_ref": 3888 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 951, + "IoU": 0.0, + "TN": 97353, + "TP": 0, + "n_pred": 951, + "n_ref": 0 + }, + "8": { + "Dice": 0.7622649223221586, + "FN": 3043, + "FP": 1609, + "IoU": 0.6158546655656483, + "TN": 86194, + "TP": 7458, + "n_pred": 9067, + "n_ref": 10501 + }, + "9": { + "Dice": 0.6451612903225806, + "FN": 38, + "FP": 39, + "IoU": 0.47619047619047616, + "TN": 98157, + "TP": 70, + "n_pred": 109, + "n_ref": 108 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0248.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0248.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9817863757974892, + "FN": 49, + "FP": 305, + "IoU": 0.9642243557352198, + "TN": 88409, + "TP": 9541, + "n_pred": 9846, + "n_ref": 9590 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.5854150895786021, + "FN": 927, + "FP": 716, + "IoU": 0.4138423118087763, + "TN": 95501, + "TP": 1160, + "n_pred": 1876, + "n_ref": 2087 + }, + "6": { + "Dice": 0.8040160642570281, + "FN": 228, + "FP": 260, + "IoU": 0.6722632639355272, + "TN": 96815, + "TP": 1001, + "n_pred": 1261, + "n_ref": 1229 + }, + "7": { + "Dice": 0.7534434005290522, + "FN": 1864, + "FP": 839, + "IoU": 0.6044197277915996, + "TN": 91471, + "TP": 4130, + "n_pred": 4969, + "n_ref": 5994 + }, + "8": { + "Dice": 0.9805128922786271, + "FN": 422, + "FP": 135, + "IoU": 0.961770761839396, + "TN": 83734, + "TP": 14013, + "n_pred": 14148, + "n_ref": 14435 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0273.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0273.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8617067203914233, + "FN": 526, + "FP": 435, + "IoU": 0.7570164348925411, + "TN": 94349, + "TP": 2994, + "n_pred": 3429, + "n_ref": 3520 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 98299, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 37, + "IoU": 0.0, + "TN": 98267, + "TP": 0, + "n_pred": 37, + "n_ref": 0 + }, + "3": { + "Dice": 0.8981187393110188, + "FN": 355, + "FP": 479, + "IoU": 0.8150776053215077, + "TN": 93794, + "TP": 3676, + "n_pred": 4155, + "n_ref": 4031 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.2815926139642239, + "FN": 2490, + "FP": 0, + "IoU": 0.1638683680322364, + "TN": 95326, + "TP": 488, + "n_pred": 488, + "n_ref": 2978 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0296.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0296.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0007310609522068902, + "FN": 10935, + "FP": 0, + "IoU": 0.0003656641374897157, + "TN": 120133, + "TP": 4, + "n_pred": 4, + "n_ref": 10939 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 4597, + "IoU": 0.0, + "TN": 126475, + "TP": 0, + "n_pred": 4597, + "n_ref": 0 + }, + "11": { + "Dice": 0.11074197120708748, + "FN": 926, + "FP": 680, + "IoU": 0.05861664712778429, + "TN": 129366, + "TP": 100, + "n_pred": 780, + "n_ref": 1026 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 13, + "IoU": 0.0, + "TN": 131059, + "TP": 0, + "n_pred": 13, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 388, + "IoU": 0.0, + "TN": 130684, + "TP": 0, + "n_pred": 388, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 416, + "IoU": 0.0, + "TN": 130656, + "TP": 0, + "n_pred": 416, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.10569445605819884, + "FN": 816, + "FP": 9879, + "IoU": 0.0557958859362585, + "TN": 119745, + "TP": 632, + "n_pred": 10511, + "n_ref": 1448 + }, + "3": { + "Dice": 0.09262106072252113, + "FN": 8786, + "FP": 658, + "IoU": 0.048559339109409634, + "TN": 121146, + "TP": 482, + "n_pred": 1140, + "n_ref": 9268 + }, + "4": { + "Dice": 0.0, + "FN": 70, + "FP": 535, + "IoU": 0.0, + "TN": 130467, + "TP": 0, + "n_pred": 535, + "n_ref": 70 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.3440160240360541, + "FN": 3278, + "FP": 12442, + "IoU": 0.20774115512549138, + "TN": 111230, + "TP": 4122, + "n_pred": 16564, + "n_ref": 7400 + }, + "7": { + "Dice": 0.38979370249728557, + "FN": 10313, + "FP": 6547, + "IoU": 0.24207687120701282, + "TN": 108827, + "TP": 5385, + "n_pred": 11932, + "n_ref": 15698 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 20, + "FP": 0, + "IoU": 0.0, + "TN": 131052, + "TP": 0, + "n_pred": 0, + "n_ref": 20 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0330.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0330.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9743365594754917, + "FN": 270, + "FP": 141, + "IoU": 0.9499573846341166, + "TN": 90091, + "TP": 7802, + "n_pred": 7943, + "n_ref": 8072 + }, + "10": { + "Dice": 0.9305395495023573, + "FN": 359, + "FP": 304, + "IoU": 0.870101880877743, + "TN": 93200, + "TP": 4441, + "n_pred": 4745, + "n_ref": 4800 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7992183683439179, + "FN": 710, + "FP": 112, + "IoU": 0.6655817737998373, + "TN": 95846, + "TP": 1636, + "n_pred": 1748, + "n_ref": 2346 + }, + "13": { + "Dice": 0.0, + "FN": 133, + "FP": 0, + "IoU": 0.0, + "TN": 98171, + "TP": 0, + "n_pred": 0, + "n_ref": 133 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 27, + "IoU": 0.0, + "TN": 98277, + "TP": 0, + "n_pred": 27, + "n_ref": 0 + }, + "3": { + "Dice": 0.7908045977011494, + "FN": 87, + "FP": 4, + "IoU": 0.6539923954372624, + "TN": 98041, + "TP": 172, + "n_pred": 176, + "n_ref": 259 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 141, + "IoU": 0.0, + "TN": 98163, + "TP": 0, + "n_pred": 141, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.9005573481959519, + "FN": 366, + "FP": 312, + "IoU": 0.8191035218783351, + "TN": 94556, + "TP": 3070, + "n_pred": 3382, + "n_ref": 3436 + }, + "8": { + "Dice": 0.3142857142857143, + "FN": 3, + "FP": 45, + "IoU": 0.1864406779661017, + "TN": 98245, + "TP": 11, + "n_pred": 56, + "n_ref": 14 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0332.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0332.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9602094601577841, + "FN": 969, + "FP": 186, + "IoU": 0.9234643164800213, + "TN": 83213, + "TP": 13936, + "n_pred": 14122, + "n_ref": 14905 + }, + "10": { + "Dice": 0.07781880147685316, + "FN": 6494, + "FP": 0, + "IoU": 0.040484633569739956, + "TN": 91536, + "TP": 274, + "n_pred": 274, + "n_ref": 6768 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 339, + "IoU": 0.0, + "TN": 97965, + "TP": 0, + "n_pred": 339, + "n_ref": 0 + }, + "12": { + "Dice": 0.5600835945663531, + "FN": 790, + "FP": 52, + "IoU": 0.3889695210449927, + "TN": 96926, + "TP": 536, + "n_pred": 588, + "n_ref": 1326 + }, + "13": { + "Dice": 0.19155006113299824, + "FN": 5931, + "FP": 20, + "IoU": 0.10591947115384616, + "TN": 91648, + "TP": 705, + "n_pred": 725, + "n_ref": 6636 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1479, + "IoU": 0.0, + "TN": 96825, + "TP": 0, + "n_pred": 1479, + "n_ref": 0 + }, + "3": { + "Dice": 0.8641530357637927, + "FN": 1578, + "FP": 382, + "IoU": 0.7608005857944837, + "TN": 90110, + "TP": 6234, + "n_pred": 6616, + "n_ref": 7812 + }, + "4": { + "Dice": 0.9388395190799791, + "FN": 71, + "FP": 514, + "IoU": 0.8847290640394089, + "TN": 93229, + "TP": 4490, + "n_pred": 5004, + "n_ref": 4561 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6012190616919099, + "FN": 322, + "FP": 3996, + "IoU": 0.4298164531889608, + "TN": 90731, + "TP": 3255, + "n_pred": 7251, + "n_ref": 3577 + }, + "7": { + "Dice": 0.5734947864110326, + "FN": 161, + "FP": 2375, + "IoU": 0.4020278236265032, + "TN": 94063, + "TP": 1705, + "n_pred": 4080, + "n_ref": 1866 + }, + "8": { + "Dice": 0.9205776173285198, + "FN": 30, + "FP": 14, + "IoU": 0.8528428093645485, + "TN": 98005, + "TP": 255, + "n_pred": 269, + "n_ref": 285 + }, + "9": { + "Dice": 0.38526912181303113, + "FN": 3, + "FP": 1082, + "IoU": 0.23859649122807017, + "TN": 96879, + "TP": 340, + "n_pred": 1422, + "n_ref": 343 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0387.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0387.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 213, + "IoU": 0.0, + "TN": 114475, + "TP": 0, + "n_pred": 213, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 494, + "FP": 5, + "IoU": 0.0, + "TN": 114189, + "TP": 0, + "n_pred": 5, + "n_ref": 494 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 1406, + "FP": 74, + "IoU": 0.0, + "TN": 113208, + "TP": 0, + "n_pred": 74, + "n_ref": 1406 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 133, + "IoU": 0.0, + "TN": 114555, + "TP": 0, + "n_pred": 133, + "n_ref": 0 + }, + "3": { + "Dice": 0.0748663101604278, + "FN": 173, + "FP": 0, + "IoU": 0.03888888888888889, + "TN": 114508, + "TP": 7, + "n_pred": 7, + "n_ref": 180 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9298677042801556, + "FN": 1820, + "FP": 433, + "IoU": 0.8689278026644948, + "TN": 97499, + "TP": 14936, + "n_pred": 15369, + "n_ref": 16756 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 10, + "IoU": 0.0, + "TN": 114678, + "TP": 0, + "n_pred": 10, + "n_ref": 0 + }, + "8": { + "Dice": 0.015659955257270694, + "FN": 880, + "FP": 0, + "IoU": 0.007891770011273957, + "TN": 113801, + "TP": 7, + "n_pred": 7, + "n_ref": 887 + }, + "9": { + "Dice": 0.6635524666742623, + "FN": 1575, + "FP": 1378, + "IoU": 0.49650468883205456, + "TN": 108823, + "TP": 2912, + "n_pred": 4290, + "n_ref": 4487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0388.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0388.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4789246840528892, + "FN": 6759, + "FP": 374, + "IoU": 0.3148592834501969, + "TN": 120661, + "TP": 3278, + "n_pred": 3652, + "n_ref": 10037 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7863247863247863, + "FN": 405, + "FP": 595, + "IoU": 0.647887323943662, + "TN": 128232, + "TP": 1840, + "n_pred": 2435, + "n_ref": 2245 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 20, + "IoU": 0.0, + "TN": 131052, + "TP": 0, + "n_pred": 20, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9279538904899135, + "FN": 25, + "FP": 0, + "IoU": 0.8655913978494624, + "TN": 130886, + "TP": 161, + "n_pred": 161, + "n_ref": 186 + }, + "4": { + "Dice": 0.823231612993953, + "FN": 501, + "FP": 756, + "IoU": 0.6995697896749522, + "TN": 126888, + "TP": 2927, + "n_pred": 3683, + "n_ref": 3428 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7329368897581905, + "FN": 1017, + "FP": 15914, + "IoU": 0.5784533413006673, + "TN": 90908, + "TP": 23233, + "n_pred": 39147, + "n_ref": 24250 + }, + "7": { + "Dice": 0.32966743496871914, + "FN": 10177, + "FP": 2, + "IoU": 0.19736634600220784, + "TN": 118390, + "TP": 2503, + "n_pred": 2505, + "n_ref": 12680 + }, + "8": { + "Dice": 0.9615915998894722, + "FN": 630, + "FP": 65, + "IoU": 0.9260244811069718, + "TN": 121677, + "TP": 8700, + "n_pred": 8765, + "n_ref": 9330 + }, + "9": { + "Dice": 0.0, + "FN": 6, + "FP": 1, + "IoU": 0.0, + "TN": 131065, + "TP": 0, + "n_pred": 1, + "n_ref": 6 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0391.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0391.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9617901203736077, + "FN": 223, + "FP": 542, + "IoU": 0.9263927643606273, + "TN": 87911, + "TP": 9628, + "n_pred": 10170, + "n_ref": 9851 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.865912373615792, + "FN": 544, + "FP": 570, + "IoU": 0.7635321587773296, + "TN": 93593, + "TP": 3597, + "n_pred": 4167, + "n_ref": 4141 + }, + "15": { + "Dice": 0.575503355704698, + "FN": 295, + "FP": 211, + "IoU": 0.4040047114252061, + "TN": 97455, + "TP": 343, + "n_pred": 554, + "n_ref": 638 + }, + "2": { + "Dice": 0.7240201470503097, + "FN": 4400, + "FP": 367, + "IoU": 0.5674228675136116, + "TN": 87284, + "TP": 6253, + "n_pred": 6620, + "n_ref": 10653 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 4125, + "IoU": 0.0, + "TN": 94179, + "TP": 0, + "n_pred": 4125, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 98303, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "6": { + "Dice": 0.7668202764976959, + "FN": 457, + "FP": 49, + "IoU": 0.6218236173393124, + "TN": 96966, + "TP": 832, + "n_pred": 881, + "n_ref": 1289 + }, + "7": { + "Dice": 0.5170731707317073, + "FN": 7029, + "FP": 0, + "IoU": 0.34868421052631576, + "TN": 87512, + "TP": 3763, + "n_pred": 3763, + "n_ref": 10792 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0402.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0402.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.23608017817371937, + "FN": 1551, + "FP": 1193, + "IoU": 0.13383838383838384, + "TN": 111520, + "TP": 424, + "n_pred": 1617, + "n_ref": 1975 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.2575996397207836, + "FN": 1474, + "FP": 1823, + "IoU": 0.14784181959162573, + "TN": 110819, + "TP": 572, + "n_pred": 2395, + "n_ref": 2046 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 48, + "IoU": 0.0, + "TN": 114640, + "TP": 0, + "n_pred": 48, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.46353901070882203, + "FN": 1629, + "FP": 475, + "IoU": 0.3016926651178228, + "TN": 111675, + "TP": 909, + "n_pred": 1384, + "n_ref": 2538 + }, + "7": { + "Dice": 0.44090382387022015, + "FN": 5790, + "FP": 0, + "IoU": 0.28279450018580454, + "TN": 106615, + "TP": 2283, + "n_pred": 2283, + "n_ref": 8073 + }, + "8": { + "Dice": 0.7103562857670297, + "FN": 1483, + "FP": 86, + "IoU": 0.5508159175493845, + "TN": 111195, + "TP": 1924, + "n_pred": 2010, + "n_ref": 3407 + }, + "9": { + "Dice": 0.7178658043654002, + "FN": 329, + "FP": 3161, + "IoU": 0.5598991172761665, + "TN": 106758, + "TP": 4440, + "n_pred": 7601, + "n_ref": 4769 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0404.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0404.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": 0.45450896130516266, + "FN": 550.6355555555555, + "FP": 527.7777777777778, + "IoU": 0.37918295811481767, + "TN": 106388.99555555554, + "TP": 1759.2577777777776, + "n_pred": 2287.0355555555557, + "n_ref": 2309.8933333333334 + }, + "mean": { + "1": { + "Dice": 0.3992345255217907, + "FN": 308.23333333333335, + "FP": 427.8, + "IoU": 0.3680477873320327, + "TN": 105396.36666666667, + "TP": 3094.266666666667, + "n_pred": 3522.0666666666666, + "n_ref": 3402.5 + }, + "10": { + "Dice": 0.37613753562012614, + "FN": 1334.9333333333334, + "FP": 550.5, + "IoU": 0.30597944497890406, + "TN": 105255.26666666666, + "TP": 2085.9666666666667, + "n_pred": 2636.4666666666667, + "n_ref": 3420.9 + }, + "11": { + "Dice": 0.34234802888103727, + "FN": 160.13333333333333, + "FP": 75.0, + "IoU": 0.2571993473706026, + "TN": 108791.46666666666, + "TP": 200.06666666666666, + "n_pred": 275.06666666666666, + "n_ref": 360.2 + }, + "12": { + "Dice": 0.2732459263564946, + "FN": 175.03333333333333, + "FP": 82.36666666666666, + "IoU": 0.19197512516469778, + "TN": 108789.9, + "TP": 179.36666666666667, + "n_pred": 261.73333333333335, + "n_ref": 354.4 + }, + "13": { + "Dice": 0.2627954921260392, + "FN": 1475.4, + "FP": 627.6666666666666, + "IoU": 0.2005862511046365, + "TN": 106321.13333333333, + "TP": 802.4666666666667, + "n_pred": 1430.1333333333334, + "n_ref": 2277.866666666667 + }, + "14": { + "Dice": 0.5623207981066165, + "FN": 226.7, + "FP": 591.1666666666666, + "IoU": 0.46911618816211925, + "TN": 106958.8, + "TP": 1450.0, + "n_pred": 2041.1666666666667, + "n_ref": 1676.7 + }, + "15": { + "Dice": 0.4417317804017557, + "FN": 372.96666666666664, + "FP": 736.5666666666667, + "IoU": 0.338706882033022, + "TN": 106980.13333333333, + "TP": 1137.0, + "n_pred": 1873.5666666666666, + "n_ref": 1509.9666666666667 + }, + "2": { + "Dice": 0.5387612686663344, + "FN": 513.9333333333333, + "FP": 449.2, + "IoU": 0.48628735948314256, + "TN": 105212.03333333334, + "TP": 3051.5, + "n_pred": 3500.7, + "n_ref": 3565.4333333333334 + }, + "3": { + "Dice": 0.4676924928028269, + "FN": 258.1666666666667, + "FP": 517.3666666666667, + "IoU": 0.4279506364630743, + "TN": 106033.0, + "TP": 2418.133333333333, + "n_pred": 2935.5, + "n_ref": 2676.3 + }, + "4": { + "Dice": 0.5721158108824292, + "FN": 340.3, + "FP": 407.0, + "IoU": 0.4908367495879486, + "TN": 106890.6, + "TP": 1588.7666666666667, + "n_pred": 1995.7666666666667, + "n_ref": 1929.0666666666666 + }, + "5": { + "Dice": 0.5853604250337667, + "FN": 425.43333333333334, + "FP": 86.1, + "IoU": 0.465843782610122, + "TN": 108012.06666666667, + "TP": 703.0666666666667, + "n_pred": 789.1666666666666, + "n_ref": 1128.5 + }, + "6": { + "Dice": 0.7179709093484524, + "FN": 700.2666666666667, + "FP": 1787.6333333333334, + "IoU": 0.6185128886484061, + "TN": 101178.76666666666, + "TP": 5560.0, + "n_pred": 7347.633333333333, + "n_ref": 6260.266666666666 + }, + "7": { + "Dice": 0.2379342105905077, + "FN": 829.0, + "FP": 513.4333333333333, + "IoU": 0.17904169173256673, + "TN": 107464.13333333333, + "TP": 420.1, + "n_pred": 933.5333333333333, + "n_ref": 1249.1 + }, + "8": { + "Dice": 0.7011658736464728, + "FN": 611.2333333333333, + "FP": 775.3666666666667, + "IoU": 0.6202734923477714, + "TN": 104727.0, + "TP": 3113.0666666666666, + "n_pred": 3888.4333333333334, + "n_ref": 3724.3 + }, + "9": { + "Dice": 0.33881934159279065, + "FN": 527.8, + "FP": 289.5, + "IoU": 0.2673867447032197, + "TN": 107824.26666666666, + "TP": 585.1, + "n_pred": 874.6, + "n_ref": 1112.9 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 163, + "FP": 2108, + "IoU": 0.0, + "TN": 96033, + "TP": 0, + "n_pred": 2108, + "n_ref": 163 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 7592, + "FP": 1215, + "IoU": 0.0, + "TN": 89497, + "TP": 0, + "n_pred": 1215, + "n_ref": 7592 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 2579, + "FP": 416, + "IoU": 0.0, + "TN": 95309, + "TP": 0, + "n_pred": 416, + "n_ref": 2579 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7751324439905534, + "FN": 1774, + "FP": 1749, + "IoU": 0.6328295987493486, + "TN": 88709, + "TP": 6072, + "n_pred": 7821, + "n_ref": 7846 + }, + "7": { + "Dice": 0.0, + "FN": 2390, + "FP": 323, + "IoU": 0.0, + "TN": 95591, + "TP": 0, + "n_pred": 323, + "n_ref": 2390 + }, + "8": { + "Dice": 0.7545391545391545, + "FN": 426, + "FP": 1345, + "IoU": 0.6058312931226352, + "TN": 93811, + "TP": 2722, + "n_pred": 4067, + "n_ref": 3148 + }, + "9": { + "Dice": 0.09869375907111756, + "FN": 140, + "FP": 481, + "IoU": 0.051908396946564885, + "TN": 97649, + "TP": 34, + "n_pred": 515, + "n_ref": 174 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0006.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0006.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9044647143542967, + "FN": 2136, + "FP": 53, + "IoU": 0.8255915863277826, + "TN": 85753, + "TP": 10362, + "n_pred": 10415, + "n_ref": 12498 + }, + "10": { + "Dice": 0.1941323345817728, + "FN": 7556, + "FP": 190, + "IoU": 0.10750086415485655, + "TN": 89625, + "TP": 933, + "n_pred": 1123, + "n_ref": 8489 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.01556420233463035, + "FN": 188, + "FP": 1836, + "IoU": 0.00784313725490196, + "TN": 96264, + "TP": 16, + "n_pred": 1852, + "n_ref": 204 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9430487855684706, + "FN": 1126, + "FP": 241, + "IoU": 0.892234923137564, + "TN": 85619, + "TP": 11318, + "n_pred": 11559, + "n_ref": 12444 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 951, + "IoU": 0.0, + "TN": 97353, + "TP": 0, + "n_pred": 951, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1301, + "IoU": 0.0, + "TN": 97003, + "TP": 0, + "n_pred": 1301, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8703074040663382, + "FN": 511, + "FP": 1358, + "IoU": 0.7703931203931204, + "TN": 90164, + "TP": 6271, + "n_pred": 7629, + "n_ref": 6782 + }, + "7": { + "Dice": 0.0, + "FN": 2466, + "FP": 15, + "IoU": 0.0, + "TN": 95823, + "TP": 0, + "n_pred": 15, + "n_ref": 2466 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 548, + "IoU": 0.0, + "TN": 97756, + "TP": 0, + "n_pred": 548, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0015.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0015.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1018, + "IoU": 0.0, + "TN": 113670, + "TP": 0, + "n_pred": 1018, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 11, + "IoU": 0.0, + "TN": 114677, + "TP": 0, + "n_pred": 11, + "n_ref": 0 + }, + "11": { + "Dice": 0.14269005847953217, + "FN": 728, + "FP": 5, + "IoU": 0.07682619647355164, + "TN": 113894, + "TP": 61, + "n_pred": 66, + "n_ref": 789 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 175, + "IoU": 0.0, + "TN": 114513, + "TP": 0, + "n_pred": 175, + "n_ref": 0 + }, + "13": { + "Dice": 0.7306015693112468, + "FN": 458, + "FP": 469, + "IoU": 0.5755494505494505, + "TN": 112504, + "TP": 1257, + "n_pred": 1726, + "n_ref": 1715 + }, + "14": { + "Dice": 0.4986940623367578, + "FN": 218, + "FP": 2661, + "IoU": 0.33217350962653674, + "TN": 110377, + "TP": 1432, + "n_pred": 4093, + "n_ref": 1650 + }, + "15": { + "Dice": 0.5288221939199291, + "FN": 1135, + "FP": 7374, + "IoU": 0.3594549834387233, + "TN": 101404, + "TP": 4775, + "n_pred": 12149, + "n_ref": 5910 + }, + "2": { + "Dice": 0.8726250251054428, + "FN": 2292, + "FP": 879, + "IoU": 0.7740326373548065, + "TN": 100655, + "TP": 10862, + "n_pred": 11741, + "n_ref": 13154 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 616, + "IoU": 0.0, + "TN": 114072, + "TP": 0, + "n_pred": 616, + "n_ref": 0 + }, + "4": { + "Dice": 0.8410891089108911, + "FN": 1327, + "FP": 599, + "IoU": 0.7257582229816317, + "TN": 107665, + "TP": 5097, + "n_pred": 5696, + "n_ref": 6424 + }, + "5": { + "Dice": 0.4130271084337349, + "FN": 2570, + "FP": 548, + "IoU": 0.26026097271648874, + "TN": 110473, + "TP": 1097, + "n_pred": 1645, + "n_ref": 3667 + }, + "6": { + "Dice": 0.9046639463123461, + "FN": 504, + "FP": 2323, + "IoU": 0.825923645320197, + "TN": 98448, + "TP": 13413, + "n_pred": 15736, + "n_ref": 13917 + }, + "7": { + "Dice": 0.0, + "FN": 272, + "FP": 0, + "IoU": 0.0, + "TN": 114416, + "TP": 0, + "n_pred": 0, + "n_ref": 272 + }, + "8": { + "Dice": 0.7675490107507453, + "FN": 2237, + "FP": 336, + "IoU": 0.6227825831989444, + "TN": 107867, + "TP": 4248, + "n_pred": 4584, + "n_ref": 6485 + }, + "9": { + "Dice": 0.4723809523809524, + "FN": 62, + "FP": 215, + "IoU": 0.3092269326683292, + "TN": 114287, + "TP": 124, + "n_pred": 339, + "n_ref": 186 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0016.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0016.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 12, + "IoU": 0.0, + "TN": 114676, + "TP": 0, + "n_pred": 12, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 4319, + "IoU": 0.0, + "TN": 110369, + "TP": 0, + "n_pred": 4319, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 98, + "FP": 9, + "IoU": 0.0, + "TN": 114581, + "TP": 0, + "n_pred": 9, + "n_ref": 98 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 2377, + "FP": 0, + "IoU": 0.0, + "TN": 112311, + "TP": 0, + "n_pred": 0, + "n_ref": 2377 + }, + "14": { + "Dice": 0.9452513054830287, + "FN": 674, + "FP": 668, + "IoU": 0.8961862767850236, + "TN": 101761, + "TP": 11585, + "n_pred": 12253, + "n_ref": 12259 + }, + "15": { + "Dice": 0.3157894736842105, + "FN": 33, + "FP": 6, + "IoU": 0.1875, + "TN": 114640, + "TP": 9, + "n_pred": 15, + "n_ref": 42 + }, + "2": { + "Dice": 0.9247040880607407, + "FN": 1475, + "FP": 796, + "IoU": 0.8599531327084361, + "TN": 98472, + "TP": 13945, + "n_pred": 14741, + "n_ref": 15420 + }, + "3": { + "Dice": 0.9391338660353161, + "FN": 523, + "FP": 94, + "IoU": 0.8852519992560908, + "TN": 109311, + "TP": 4760, + "n_pred": 4854, + "n_ref": 5283 + }, + "4": { + "Dice": 0.6716529543754675, + "FN": 1454, + "FP": 302, + "IoU": 0.5056306306306306, + "TN": 111136, + "TP": 1796, + "n_pred": 2098, + "n_ref": 3250 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8986454927603923, + "FN": 1468, + "FP": 268, + "IoU": 0.8159457167090755, + "TN": 105256, + "TP": 7696, + "n_pred": 7964, + "n_ref": 9164 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 731, + "IoU": 0.0, + "TN": 113957, + "TP": 0, + "n_pred": 731, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0050.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0050.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 619, + "IoU": 0.0, + "TN": 97685, + "TP": 0, + "n_pred": 619, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 100, + "IoU": 0.0, + "TN": 98204, + "TP": 0, + "n_pred": 100, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 426, + "IoU": 0.0, + "TN": 97878, + "TP": 0, + "n_pred": 426, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 98300, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 294, + "IoU": 0.0, + "TN": 98010, + "TP": 0, + "n_pred": 294, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8464033850493653, + "FN": 2159, + "FP": 19, + "IoU": 0.7337082772955129, + "TN": 90125, + "TP": 6001, + "n_pred": 6020, + "n_ref": 8160 + }, + "5": { + "Dice": 0.44113667117726657, + "FN": 295, + "FP": 118, + "IoU": 0.2829861111111111, + "TN": 97728, + "TP": 163, + "n_pred": 281, + "n_ref": 458 + }, + "6": { + "Dice": 0.5213081613355506, + "FN": 16, + "FP": 14665, + "IoU": 0.35254685777287764, + "TN": 75629, + "TP": 7994, + "n_pred": 22659, + "n_ref": 8010 + }, + "7": { + "Dice": 0.01748919489395919, + "FN": 6275, + "FP": 3500, + "IoU": 0.008821740012167918, + "TN": 88442, + "TP": 87, + "n_pred": 3587, + "n_ref": 6362 + }, + "8": { + "Dice": 0.9292424140028385, + "FN": 98, + "FP": 949, + "IoU": 0.8678364049482454, + "TN": 90382, + "TP": 6875, + "n_pred": 7824, + "n_ref": 6973 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0052.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0052.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9333333333333333, + "FN": 88, + "FP": 172, + "IoU": 0.875, + "TN": 128992, + "TP": 1820, + "n_pred": 1992, + "n_ref": 1908 + }, + "10": { + "Dice": 0.8132611637347767, + "FN": 2567, + "FP": 745, + "IoU": 0.685290763968073, + "TN": 120548, + "TP": 7212, + "n_pred": 7957, + "n_ref": 9779 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 101, + "IoU": 0.0, + "TN": 130971, + "TP": 0, + "n_pred": 101, + "n_ref": 0 + }, + "13": { + "Dice": 0.8549908144519289, + "FN": 298, + "FP": 2070, + "IoU": 0.7467108781687881, + "TN": 121723, + "TP": 6981, + "n_pred": 9051, + "n_ref": 7279 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 15, + "IoU": 0.0, + "TN": 131057, + "TP": 0, + "n_pred": 15, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 15, + "IoU": 0.0, + "TN": 131057, + "TP": 0, + "n_pred": 15, + "n_ref": 0 + }, + "3": { + "Dice": 0.9644722419240441, + "FN": 201, + "FP": 350, + "IoU": 0.9313823163138232, + "TN": 123042, + "TP": 7479, + "n_pred": 7829, + "n_ref": 7680 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8352272727272727, + "FN": 110, + "FP": 6, + "IoU": 0.7170731707317073, + "TN": 130662, + "TP": 294, + "n_pred": 300, + "n_ref": 404 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 16, + "IoU": 0.0, + "TN": 131056, + "TP": 0, + "n_pred": 16, + "n_ref": 0 + }, + "7": { + "Dice": 0.7851458885941645, + "FN": 23, + "FP": 58, + "IoU": 0.6462882096069869, + "TN": 130843, + "TP": 148, + "n_pred": 206, + "n_ref": 171 + }, + "8": { + "Dice": 0.9592594848060411, + "FN": 371, + "FP": 298, + "IoU": 0.9217086015213575, + "TN": 122527, + "TP": 7876, + "n_pred": 8174, + "n_ref": 8247 + }, + "9": { + "Dice": 0.0, + "FN": 20, + "FP": 0, + "IoU": 0.0, + "TN": 131052, + "TP": 0, + "n_pred": 0, + "n_ref": 20 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0098.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0098.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 53, + "IoU": 0.0, + "TN": 114635, + "TP": 0, + "n_pred": 53, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 114684, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 58, + "IoU": 0.0, + "TN": 114630, + "TP": 0, + "n_pred": 58, + "n_ref": 0 + }, + "3": { + "Dice": 0.9782849312180467, + "FN": 505, + "FP": 319, + "IoU": 0.9574929068867681, + "TN": 95303, + "TP": 18561, + "n_pred": 18880, + "n_ref": 19066 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8567225654604296, + "FN": 211, + "FP": 276, + "IoU": 0.7493566649511065, + "TN": 112745, + "TP": 1456, + "n_pred": 1732, + "n_ref": 1667 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 168, + "IoU": 0.0, + "TN": 114520, + "TP": 0, + "n_pred": 168, + "n_ref": 0 + }, + "8": { + "Dice": 0.6092297657226722, + "FN": 2000, + "FP": 5189, + "IoU": 0.4380520597201595, + "TN": 101895, + "TP": 5604, + "n_pred": 10793, + "n_ref": 7604 + }, + "9": { + "Dice": 0.0, + "FN": 5606, + "FP": 189, + "IoU": 0.0, + "TN": 108893, + "TP": 0, + "n_pred": 189, + "n_ref": 5606 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0104.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0104.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 98297, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "12": { + "Dice": 0.45054945054945056, + "FN": 38, + "FP": 62, + "IoU": 0.2907801418439716, + "TN": 98163, + "TP": 41, + "n_pred": 103, + "n_ref": 79 + }, + "13": { + "Dice": 0.0, + "FN": 971, + "FP": 3, + "IoU": 0.0, + "TN": 97330, + "TP": 0, + "n_pred": 3, + "n_ref": 971 + }, + "14": { + "Dice": 0.6450192625206385, + "FN": 2506, + "FP": 74, + "IoU": 0.4760357432981316, + "TN": 93380, + "TP": 2344, + "n_pred": 2418, + "n_ref": 4850 + }, + "15": { + "Dice": 0.5062213490504257, + "FN": 9, + "FP": 3007, + "IoU": 0.33888645330995176, + "TN": 93742, + "TP": 1546, + "n_pred": 4553, + "n_ref": 1555 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9644773089749167, + "FN": 114, + "FP": 376, + "IoU": 0.9313917670120414, + "TN": 91162, + "TP": 6652, + "n_pred": 7028, + "n_ref": 6766 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8560938479448374, + "FN": 1309, + "FP": 298, + "IoU": 0.7483951777047126, + "TN": 91917, + "TP": 4780, + "n_pred": 5078, + "n_ref": 6089 + }, + "6": { + "Dice": 0.772609819121447, + "FN": 153, + "FP": 23, + "IoU": 0.6294736842105263, + "TN": 97829, + "TP": 299, + "n_pred": 322, + "n_ref": 452 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 281, + "IoU": 0.0, + "TN": 98023, + "TP": 0, + "n_pred": 281, + "n_ref": 0 + }, + "8": { + "Dice": 0.6976660032567397, + "FN": 3334, + "FP": 8, + "IoU": 0.5357043623228674, + "TN": 91106, + "TP": 3856, + "n_pred": 3864, + "n_ref": 7190 + }, + "9": { + "Dice": 0.8949880668257757, + "FN": 85, + "FP": 3, + "IoU": 0.8099352051835853, + "TN": 97841, + "TP": 375, + "n_pred": 378, + "n_ref": 460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0105.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0105.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8509790127799273, + "FN": 212, + "FP": 2330, + "IoU": 0.7406122448979592, + "TN": 104888, + "TP": 7258, + "n_pred": 9588, + "n_ref": 7470 + }, + "10": { + "Dice": 0.5695391397959707, + "FN": 7673, + "FP": 724, + "IoU": 0.3981508027522936, + "TN": 100736, + "TP": 5555, + "n_pred": 6279, + "n_ref": 13228 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.25313850586540443, + "FN": 3629, + "FP": 0, + "IoU": 0.1449104618284637, + "TN": 110444, + "TP": 615, + "n_pred": 615, + "n_ref": 4244 + }, + "14": { + "Dice": 0.8090567421395178, + "FN": 747, + "FP": 1336, + "IoU": 0.6793411330049262, + "TN": 108192, + "TP": 4413, + "n_pred": 5749, + "n_ref": 5160 + }, + "15": { + "Dice": 0.7276154571159283, + "FN": 1428, + "FP": 17, + "IoU": 0.5718518518518518, + "TN": 111313, + "TP": 1930, + "n_pred": 1947, + "n_ref": 3358 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9470502015390253, + "FN": 221, + "FP": 357, + "IoU": 0.899425787367322, + "TN": 108941, + "TP": 5169, + "n_pred": 5526, + "n_ref": 5390 + }, + "4": { + "Dice": 0.7968978636230611, + "FN": 47, + "FP": 1341, + "IoU": 0.6623692532230601, + "TN": 110577, + "TP": 2723, + "n_pred": 4064, + "n_ref": 2770 + }, + "5": { + "Dice": 0.0, + "FN": 409, + "FP": 32, + "IoU": 0.0, + "TN": 114247, + "TP": 0, + "n_pred": 32, + "n_ref": 409 + }, + "6": { + "Dice": 0.7803319720721907, + "FN": 894, + "FP": 5776, + "IoU": 0.639790462817951, + "TN": 96171, + "TP": 11847, + "n_pred": 17623, + "n_ref": 12741 + }, + "7": { + "Dice": 0.5879767474833404, + "FN": 2909, + "FP": 2903, + "IoU": 0.41640726980620546, + "TN": 104729, + "TP": 4147, + "n_pred": 7050, + "n_ref": 7056 + }, + "8": { + "Dice": 0.9748334566987417, + "FN": 193, + "FP": 147, + "IoU": 0.9509025270758122, + "TN": 107763, + "TP": 6585, + "n_pred": 6732, + "n_ref": 6778 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0116.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0116.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8759633432703986, + "FN": 4705, + "FP": 912, + "IoU": 0.7793014026953754, + "TN": 105621, + "TP": 19834, + "n_pred": 20746, + "n_ref": 24539 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5200087469932211, + "FN": 2004, + "FP": 191, + "IoU": 0.35135933806146574, + "TN": 127688, + "TP": 1189, + "n_pred": 1380, + "n_ref": 3193 + }, + "13": { + "Dice": 0.036661598242946444, + "FN": 11404, + "FP": 0, + "IoU": 0.018673091816539023, + "TN": 119451, + "TP": 217, + "n_pred": 217, + "n_ref": 11621 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.8264587525150905, + "FN": 613, + "FP": 77, + "IoU": 0.7042434633519075, + "TN": 128739, + "TP": 1643, + "n_pred": 1720, + "n_ref": 2256 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0131.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0131.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.5792125984251969, + "FN": 13, + "FP": 2659, + "IoU": 0.40767013965861226, + "TN": 93793, + "TP": 1839, + "n_pred": 4498, + "n_ref": 1852 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8007516274075566, + "FN": 2879, + "FP": 90, + "IoU": 0.6677112479015109, + "TN": 89369, + "TP": 5966, + "n_pred": 6056, + "n_ref": 8845 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.08633093525179857, + "FN": 67, + "FP": 568, + "IoU": 0.045112781954887216, + "TN": 97639, + "TP": 30, + "n_pred": 598, + "n_ref": 97 + }, + "3": { + "Dice": 0.963219736190519, + "FN": 648, + "FP": 169, + "IoU": 0.9290490664350847, + "TN": 86789, + "TP": 10698, + "n_pred": 10867, + "n_ref": 11346 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.7966894920932066, + "FN": 2098, + "FP": 2029, + "IoU": 0.662081388684189, + "TN": 86091, + "TP": 8086, + "n_pred": 10115, + "n_ref": 10184 + }, + "9": { + "Dice": 0.0, + "FN": 6, + "FP": 1559, + "IoU": 0.0, + "TN": 96739, + "TP": 0, + "n_pred": 1559, + "n_ref": 6 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0159.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0159.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8865279622251734, + "FN": 2689, + "FP": 387, + "IoU": 0.7961834084283064, + "TN": 115980, + "TP": 12016, + "n_pred": 12403, + "n_ref": 14705 + }, + "10": { + "Dice": 0.7512626262626263, + "FN": 264, + "FP": 130, + "IoU": 0.6016177957532861, + "TN": 130083, + "TP": 595, + "n_pred": 725, + "n_ref": 859 + }, + "11": { + "Dice": 0.5572139303482587, + "FN": 312, + "FP": 934, + "IoU": 0.38620689655172413, + "TN": 129042, + "TP": 784, + "n_pred": 1718, + "n_ref": 1096 + }, + "12": { + "Dice": 0.0, + "FN": 2, + "FP": 76, + "IoU": 0.0, + "TN": 130994, + "TP": 0, + "n_pred": 76, + "n_ref": 2 + }, + "13": { + "Dice": 0.19281513272929582, + "FN": 3294, + "FP": 6862, + "IoU": 0.10669364060163603, + "TN": 119703, + "TP": 1213, + "n_pred": 8075, + "n_ref": 4507 + }, + "14": { + "Dice": 0.7570551456091928, + "FN": 152, + "FP": 4161, + "IoU": 0.6090818453729719, + "TN": 120039, + "TP": 6720, + "n_pred": 10881, + "n_ref": 6872 + }, + "15": { + "Dice": 0.7150215197911521, + "FN": 4039, + "FP": 0, + "IoU": 0.5564462991434219, + "TN": 121966, + "TP": 5067, + "n_pred": 5067, + "n_ref": 9106 + }, + "2": { + "Dice": 0.8310361445783132, + "FN": 3288, + "FP": 218, + "IoU": 0.7109168865435356, + "TN": 118944, + "TP": 8622, + "n_pred": 8840, + "n_ref": 11910 + }, + "3": { + "Dice": 0.33863013698630134, + "FN": 106, + "FP": 3515, + "IoU": 0.2038258575197889, + "TN": 126524, + "TP": 927, + "n_pred": 4442, + "n_ref": 1033 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6915649480779741, + "FN": 1218, + "FP": 475, + "IoU": 0.5285435811751601, + "TN": 127481, + "TP": 1898, + "n_pred": 2373, + "n_ref": 3116 + }, + "6": { + "Dice": 0.7641863770175616, + "FN": 1295, + "FP": 1028, + "IoU": 0.6183670116642024, + "TN": 124985, + "TP": 3764, + "n_pred": 4792, + "n_ref": 5059 + }, + "7": { + "Dice": 0.11301753077209996, + "FN": 4483, + "FP": 273, + "IoU": 0.059893259537458, + "TN": 126013, + "TP": 303, + "n_pred": 576, + "n_ref": 4786 + }, + "8": { + "Dice": 0.789166224110462, + "FN": 610, + "FP": 184, + "IoU": 0.6517543859649123, + "TN": 128792, + "TP": 1486, + "n_pred": 1670, + "n_ref": 2096 + }, + "9": { + "Dice": 0.6317321688500728, + "FN": 272, + "FP": 993, + "IoU": 0.46170212765957447, + "TN": 128722, + "TP": 1085, + "n_pred": 2078, + "n_ref": 1357 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0160.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0160.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7427359099714048, + "FN": 2324, + "FP": 465, + "IoU": 0.5907556859867938, + "TN": 107873, + "TP": 4026, + "n_pred": 4491, + "n_ref": 6350 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 66, + "IoU": 0.0, + "TN": 114622, + "TP": 0, + "n_pred": 66, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 143, + "FP": 0, + "IoU": 0.0, + "TN": 114545, + "TP": 0, + "n_pred": 0, + "n_ref": 143 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9556077816947383, + "FN": 421, + "FP": 259, + "IoU": 0.914989373671709, + "TN": 106689, + "TP": 7319, + "n_pred": 7578, + "n_ref": 7740 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7880027266530334, + "FN": 554, + "FP": 3178, + "IoU": 0.6501687289088864, + "TN": 104020, + "TP": 6936, + "n_pred": 10114, + "n_ref": 7490 + }, + "7": { + "Dice": 0.44714587737843553, + "FN": 769, + "FP": 277, + "IoU": 0.28795098706603134, + "TN": 113219, + "TP": 423, + "n_pred": 700, + "n_ref": 1192 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 4690, + "IoU": 0.0, + "TN": 109998, + "TP": 0, + "n_pred": 4690, + "n_ref": 0 + }, + "9": { + "Dice": 0.08395061728395062, + "FN": 3339, + "FP": 0, + "IoU": 0.04381443298969072, + "TN": 111196, + "TP": 153, + "n_pred": 153, + "n_ref": 3492 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0161.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0161.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.10450497642744892, + "FN": 6838, + "FP": 0, + "IoU": 0.05513334254525356, + "TN": 107451, + "TP": 399, + "n_pred": 399, + "n_ref": 7237 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1341, + "IoU": 0.0, + "TN": 113347, + "TP": 0, + "n_pred": 1341, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.6670245316442106, + "FN": 9, + "FP": 6194, + "IoU": 0.500402706185567, + "TN": 102272, + "TP": 6213, + "n_pred": 12407, + "n_ref": 6222 + }, + "2": { + "Dice": 0.9612995699952221, + "FN": 48, + "FP": 600, + "IoU": 0.9254829806807727, + "TN": 105992, + "TP": 8048, + "n_pred": 8648, + "n_ref": 8096 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7495072143814555, + "FN": 2884, + "FP": 3470, + "IoU": 0.5993694829760403, + "TN": 98828, + "TP": 9506, + "n_pred": 12976, + "n_ref": 12390 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 868, + "IoU": 0.0, + "TN": 113820, + "TP": 0, + "n_pred": 868, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 114687, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0190.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0190.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 777, + "IoU": 0.0, + "TN": 97527, + "TP": 0, + "n_pred": 777, + "n_ref": 0 + }, + "10": { + "Dice": 0.68684447108181, + "FN": 6014, + "FP": 256, + "IoU": 0.5230488361478777, + "TN": 85158, + "TP": 6876, + "n_pred": 7132, + "n_ref": 12890 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6233649075327018, + "FN": 326, + "FP": 509, + "IoU": 0.4528178243774574, + "TN": 96778, + "TP": 691, + "n_pred": 1200, + "n_ref": 1017 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 517, + "IoU": 0.0, + "TN": 97787, + "TP": 0, + "n_pred": 517, + "n_ref": 0 + }, + "2": { + "Dice": 0.9544811517017558, + "FN": 708, + "FP": 386, + "IoU": 0.9129258198026107, + "TN": 85740, + "TP": 11470, + "n_pred": 11856, + "n_ref": 12178 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 13, + "IoU": 0.0, + "TN": 98291, + "TP": 0, + "n_pred": 13, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8599954617653732, + "FN": 1179, + "FP": 55, + "IoU": 0.7543789808917197, + "TN": 93280, + "TP": 3790, + "n_pred": 3845, + "n_ref": 4969 + }, + "6": { + "Dice": 0.9026798307475318, + "FN": 4, + "FP": 65, + "IoU": 0.8226221079691517, + "TN": 97915, + "TP": 320, + "n_pred": 385, + "n_ref": 324 + }, + "7": { + "Dice": 0.0, + "FN": 317, + "FP": 356, + "IoU": 0.0, + "TN": 97631, + "TP": 0, + "n_pred": 356, + "n_ref": 317 + }, + "8": { + "Dice": 0.930886372510738, + "FN": 138, + "FP": 216, + "IoU": 0.870708546384222, + "TN": 95566, + "TP": 2384, + "n_pred": 2600, + "n_ref": 2522 + }, + "9": { + "Dice": 0.4877785765636233, + "FN": 2843, + "FP": 7, + "IoU": 0.3225576420251961, + "TN": 94097, + "TP": 1357, + "n_pred": 1364, + "n_ref": 4200 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0214.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0214.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.16404494382022472, + "FN": 35, + "FP": 709, + "IoU": 0.08935128518971848, + "TN": 113871, + "TP": 73, + "n_pred": 782, + "n_ref": 108 + }, + "10": { + "Dice": 0.8113527460375968, + "FN": 2160, + "FP": 399, + "IoU": 0.682584966509551, + "TN": 106626, + "TP": 5503, + "n_pred": 5902, + "n_ref": 7663 + }, + "11": { + "Dice": 0.7309970384995064, + "FN": 511, + "FP": 579, + "IoU": 0.5760404511863089, + "TN": 112117, + "TP": 1481, + "n_pred": 2060, + "n_ref": 1992 + }, + "12": { + "Dice": 0.5920289855072464, + "FN": 698, + "FP": 428, + "IoU": 0.4204837879567679, + "TN": 112745, + "TP": 817, + "n_pred": 1245, + "n_ref": 1515 + }, + "13": { + "Dice": 0.5905245346869712, + "FN": 2657, + "FP": 247, + "IoU": 0.4189675870348139, + "TN": 109690, + "TP": 2094, + "n_pred": 2341, + "n_ref": 4751 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 5239, + "IoU": 0.0, + "TN": 109449, + "TP": 0, + "n_pred": 5239, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 13, + "IoU": 0.0, + "TN": 114675, + "TP": 0, + "n_pred": 13, + "n_ref": 0 + }, + "3": { + "Dice": 0.9491211840888066, + "FN": 80, + "FP": 855, + "IoU": 0.903169014084507, + "TN": 105032, + "TP": 8721, + "n_pred": 9576, + "n_ref": 8801 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6402877697841727, + "FN": 612, + "FP": 88, + "IoU": 0.4708994708994709, + "TN": 113365, + "TP": 623, + "n_pred": 711, + "n_ref": 1235 + }, + "6": { + "Dice": 0.702276707530648, + "FN": 6293, + "FP": 507, + "IoU": 0.5411605937921727, + "TN": 99868, + "TP": 8020, + "n_pred": 8527, + "n_ref": 14313 + }, + "7": { + "Dice": 0.0, + "FN": 663, + "FP": 0, + "IoU": 0.0, + "TN": 114025, + "TP": 0, + "n_pred": 0, + "n_ref": 663 + }, + "8": { + "Dice": 0.9342580010308795, + "FN": 577, + "FP": 826, + "IoU": 0.8766268026732325, + "TN": 103316, + "TP": 9969, + "n_pred": 10795, + "n_ref": 10546 + }, + "9": { + "Dice": 0.33728179551122195, + "FN": 2082, + "FP": 44, + "IoU": 0.2028496437945257, + "TN": 112021, + "TP": 541, + "n_pred": 585, + "n_ref": 2623 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0215.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0215.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9870589623569209, + "FN": 31, + "FP": 298, + "IoU": 0.9744485865175521, + "TN": 85428, + "TP": 12547, + "n_pred": 12845, + "n_ref": 12578 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 3732, + "IoU": 0.0, + "TN": 94572, + "TP": 0, + "n_pred": 3732, + "n_ref": 0 + }, + "3": { + "Dice": 0.6143225331369662, + "FN": 4048, + "FP": 142, + "IoU": 0.4433373189849874, + "TN": 90777, + "TP": 3337, + "n_pred": 3479, + "n_ref": 7385 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.5416666666666666, + "FN": 1, + "FP": 461, + "IoU": 0.37142857142857144, + "TN": 97569, + "TP": 273, + "n_pred": 734, + "n_ref": 274 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0217.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0217.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 146, + "IoU": 0.0, + "TN": 114542, + "TP": 0, + "n_pred": 146, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.8069485414618158, + "FN": 381, + "FP": 208, + "IoU": 0.6763736263736264, + "TN": 112868, + "TP": 1231, + "n_pred": 1439, + "n_ref": 1612 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 68, + "IoU": 0.0, + "TN": 114620, + "TP": 0, + "n_pred": 68, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9610538373424972, + "FN": 39, + "FP": 97, + "IoU": 0.9250275633958104, + "TN": 112874, + "TP": 1678, + "n_pred": 1775, + "n_ref": 1717 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 114687, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8042773817239145, + "FN": 1289, + "FP": 523, + "IoU": 0.6726287262872629, + "TN": 109153, + "TP": 3723, + "n_pred": 4246, + "n_ref": 5012 + }, + "6": { + "Dice": 0.8233151183970856, + "FN": 112, + "FP": 3283, + "IoU": 0.6996904024767802, + "TN": 103383, + "TP": 7910, + "n_pred": 11193, + "n_ref": 8022 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 1055, + "FP": 10, + "IoU": 0.0, + "TN": 113623, + "TP": 0, + "n_pred": 10, + "n_ref": 1055 + }, + "9": { + "Dice": 0.44597989949748745, + "FN": 85, + "FP": 797, + "IoU": 0.28698464025869036, + "TN": 113451, + "TP": 355, + "n_pred": 1152, + "n_ref": 440 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0224.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0224.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9446900432030544, + "FN": 1452, + "FP": 750, + "IoU": 0.8951777978768982, + "TN": 77297, + "TP": 18805, + "n_pred": 19555, + "n_ref": 20257 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7309023156774022, + "FN": 1018, + "FP": 1004, + "IoU": 0.5759228187919463, + "TN": 93536, + "TP": 2746, + "n_pred": 3750, + "n_ref": 3764 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8621803264379855, + "FN": 129, + "FP": 1450, + "IoU": 0.7577477753912243, + "TN": 91786, + "TP": 4939, + "n_pred": 6389, + "n_ref": 5068 + }, + "15": { + "Dice": 0.7131389945078158, + "FN": 570, + "FP": 109, + "IoU": 0.5541694024950755, + "TN": 96781, + "TP": 844, + "n_pred": 953, + "n_ref": 1414 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.8096415327564895, + "FN": 39, + "FP": 577, + "IoU": 0.6801661474558671, + "TN": 96378, + "TP": 1310, + "n_pred": 1887, + "n_ref": 1349 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 623, + "IoU": 0.0, + "TN": 97681, + "TP": 0, + "n_pred": 623, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 1335, + "IoU": 0.0, + "TN": 96969, + "TP": 0, + "n_pred": 1335, + "n_ref": 0 + }, + "7": { + "Dice": 0.7248210421175295, + "FN": 3087, + "FP": 219, + "IoU": 0.5684073107049609, + "TN": 90644, + "TP": 4354, + "n_pred": 4573, + "n_ref": 7441 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0249.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0249.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 468, + "IoU": 0.0, + "TN": 97836, + "TP": 0, + "n_pred": 468, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7876038010444312, + "FN": 2429, + "FP": 52, + "IoU": 0.6496257590735772, + "TN": 91223, + "TP": 4600, + "n_pred": 4652, + "n_ref": 7029 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8372426374771957, + "FN": 761, + "FP": 1737, + "IoU": 0.7200493107699204, + "TN": 89381, + "TP": 6425, + "n_pred": 8162, + "n_ref": 7186 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 295, + "IoU": 0.0, + "TN": 98009, + "TP": 0, + "n_pred": 295, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 844, + "IoU": 0.0, + "TN": 97460, + "TP": 0, + "n_pred": 844, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9845031905195989, + "FN": 145, + "FP": 127, + "IoU": 0.9694793536804309, + "TN": 89392, + "TP": 8640, + "n_pred": 8767, + "n_ref": 8785 + }, + "9": { + "Dice": 0.024509803921568627, + "FN": 3, + "FP": 395, + "IoU": 0.01240694789081886, + "TN": 97901, + "TP": 5, + "n_pred": 400, + "n_ref": 8 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0272.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0272.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9996945818825973, + "FN": 3, + "FP": 7, + "IoU": 0.9993893502686859, + "TN": 81928, + "TP": 16366, + "n_pred": 16373, + "n_ref": 16369 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8091773922775601, + "FN": 961, + "FP": 62, + "IoU": 0.6795112781954887, + "TN": 95112, + "TP": 2169, + "n_pred": 2231, + "n_ref": 3130 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 11, + "IoU": 0.0, + "TN": 98293, + "TP": 0, + "n_pred": 11, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0279.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0279.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 45, + "IoU": 0.0, + "TN": 98259, + "TP": 0, + "n_pred": 45, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 181, + "FP": 2730, + "IoU": 0.0, + "TN": 95393, + "TP": 0, + "n_pred": 2730, + "n_ref": 181 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9177172696754943, + "FN": 703, + "FP": 400, + "IoU": 0.8479459608491866, + "TN": 91050, + "TP": 6151, + "n_pred": 6551, + "n_ref": 6854 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9434406687157096, + "FN": 144, + "FP": 1825, + "IoU": 0.8929367625468979, + "TN": 79913, + "TP": 16422, + "n_pred": 18247, + "n_ref": 16566 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1363, + "IoU": 0.0, + "TN": 96941, + "TP": 0, + "n_pred": 1363, + "n_ref": 0 + }, + "8": { + "Dice": 0.9411764705882353, + "FN": 231, + "FP": 460, + "IoU": 0.8888888888888888, + "TN": 92085, + "TP": 5528, + "n_pred": 5988, + "n_ref": 5759 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0281.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0281.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8613411268062997, + "FN": 692, + "FP": 1016, + "IoU": 0.7564523028661058, + "TN": 107675, + "TP": 5305, + "n_pred": 6321, + "n_ref": 5997 + }, + "11": { + "Dice": 0.535964353914704, + "FN": 1241, + "FP": 217, + "IoU": 0.3660869565217391, + "TN": 112388, + "TP": 842, + "n_pred": 1059, + "n_ref": 2083 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 369, + "IoU": 0.0, + "TN": 114319, + "TP": 0, + "n_pred": 369, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 280, + "IoU": 0.0, + "TN": 114408, + "TP": 0, + "n_pred": 280, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8662175168431184, + "FN": 127, + "FP": 290, + "IoU": 0.7640067911714771, + "TN": 112921, + "TP": 1350, + "n_pred": 1640, + "n_ref": 1477 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.5683436710314725, + "FN": 3758, + "FP": 0, + "IoU": 0.39698331193838254, + "TN": 108456, + "TP": 2474, + "n_pred": 2474, + "n_ref": 6232 + }, + "9": { + "Dice": 0.9392176987113696, + "FN": 502, + "FP": 31, + "IoU": 0.8854009890346162, + "TN": 110037, + "TP": 4118, + "n_pred": 4149, + "n_ref": 4620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0282.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0282.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 98300, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.4927536231884058, + "FN": 69, + "FP": 1, + "IoU": 0.3269230769230769, + "TN": 98200, + "TP": 34, + "n_pred": 35, + "n_ref": 103 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.03885066774585188, + "FN": 2375, + "FP": 0, + "IoU": 0.01981015270326042, + "TN": 95881, + "TP": 48, + "n_pred": 48, + "n_ref": 2423 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2620, + "IoU": 0.0, + "TN": 95684, + "TP": 0, + "n_pred": 2620, + "n_ref": 0 + }, + "4": { + "Dice": 0.7747641509433962, + "FN": 64, + "FP": 1846, + "IoU": 0.6323387872954764, + "TN": 93109, + "TP": 3285, + "n_pred": 5131, + "n_ref": 3349 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9008746355685131, + "FN": 183, + "FP": 1449, + "IoU": 0.8196286472148541, + "TN": 89256, + "TP": 7416, + "n_pred": 8865, + "n_ref": 7599 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 4796, + "IoU": 0.0, + "TN": 93508, + "TP": 0, + "n_pred": 4796, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 17, + "IoU": 0.0, + "TN": 98287, + "TP": 0, + "n_pred": 17, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0302.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0302.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 125, + "IoU": 0.0, + "TN": 98179, + "TP": 0, + "n_pred": 125, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 87, + "IoU": 0.0, + "TN": 98217, + "TP": 0, + "n_pred": 87, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.1348314606741573, + "FN": 1648, + "FP": 277, + "IoU": 0.07228915662650602, + "TN": 96229, + "TP": 150, + "n_pred": 427, + "n_ref": 1798 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7025661481186013, + "FN": 2083, + "FP": 154, + "IoU": 0.5415044066407051, + "TN": 93425, + "TP": 2642, + "n_pred": 2796, + "n_ref": 4725 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9042518662771827, + "FN": 0, + "FP": 885, + "IoU": 0.8252369668246445, + "TN": 93240, + "TP": 4179, + "n_pred": 5064, + "n_ref": 4179 + }, + "9": { + "Dice": 0.8564212459819378, + "FN": 632, + "FP": 1244, + "IoU": 0.7488957301566055, + "TN": 90833, + "TP": 5595, + "n_pred": 6839, + "n_ref": 6227 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0307.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0307.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9703955720306708, + "FN": 277, + "FP": 306, + "IoU": 0.9424935884789899, + "TN": 104550, + "TP": 9555, + "n_pred": 9861, + "n_ref": 9832 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.941683424303361, + "FN": 425, + "FP": 387, + "IoU": 0.8897937024972855, + "TN": 107320, + "TP": 6556, + "n_pred": 6943, + "n_ref": 6981 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 531, + "IoU": 0.0, + "TN": 114157, + "TP": 0, + "n_pred": 531, + "n_ref": 0 + }, + "2": { + "Dice": 0.8652711279367554, + "FN": 294, + "FP": 2126, + "IoU": 0.7625355706015111, + "TN": 104497, + "TP": 7771, + "n_pred": 9897, + "n_ref": 8065 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2224, + "IoU": 0.0, + "TN": 112464, + "TP": 0, + "n_pred": 2224, + "n_ref": 0 + }, + "4": { + "Dice": 0.9783108170204945, + "FN": 68, + "FP": 404, + "IoU": 0.957542502473689, + "TN": 103571, + "TP": 10645, + "n_pred": 11049, + "n_ref": 10713 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.870071105365223, + "FN": 43, + "FP": 158, + "IoU": 0.7700228832951945, + "TN": 113814, + "TP": 673, + "n_pred": 831, + "n_ref": 716 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.950836977831398, + "FN": 642, + "FP": 10, + "IoU": 0.9062814431507834, + "TN": 107731, + "TP": 6305, + "n_pred": 6315, + "n_ref": 6947 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0321.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0321.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 3176, + "IoU": 0.0, + "TN": 111512, + "TP": 0, + "n_pred": 3176, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1816, + "IoU": 0.0, + "TN": 112872, + "TP": 0, + "n_pred": 1816, + "n_ref": 0 + }, + "11": { + "Dice": 0.6204128440366973, + "FN": 644, + "FP": 18, + "IoU": 0.44970906068162925, + "TN": 113485, + "TP": 541, + "n_pred": 559, + "n_ref": 1185 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0393916728995263, + "FN": 3789, + "FP": 64, + "IoU": 0.020091556459816886, + "TN": 110756, + "TP": 79, + "n_pred": 143, + "n_ref": 3868 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.7801038535118885, + "FN": 921, + "FP": 3102, + "IoU": 0.6394838247154763, + "TN": 103529, + "TP": 7136, + "n_pred": 10238, + "n_ref": 8057 + }, + "5": { + "Dice": 0.03007518796992481, + "FN": 129, + "FP": 0, + "IoU": 0.015267175572519083, + "TN": 114557, + "TP": 2, + "n_pred": 2, + "n_ref": 131 + }, + "6": { + "Dice": 0.8788119097397448, + "FN": 638, + "FP": 4405, + "IoU": 0.7838220164609053, + "TN": 91360, + "TP": 18285, + "n_pred": 22690, + "n_ref": 18923 + }, + "7": { + "Dice": 0.3624466571834993, + "FN": 52, + "FP": 2189, + "IoU": 0.22133425990271022, + "TN": 111810, + "TP": 637, + "n_pred": 2826, + "n_ref": 689 + }, + "8": { + "Dice": 0.7771609833465504, + "FN": 15, + "FP": 266, + "IoU": 0.6355382619974059, + "TN": 113917, + "TP": 490, + "n_pred": 756, + "n_ref": 505 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0336.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0336.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 683, + "IoU": 0.0, + "TN": 130389, + "TP": 0, + "n_pred": 683, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 79, + "IoU": 0.0, + "TN": 130993, + "TP": 0, + "n_pred": 79, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 245, + "IoU": 0.0, + "TN": 130827, + "TP": 0, + "n_pred": 245, + "n_ref": 0 + }, + "14": { + "Dice": 0.27956989247311825, + "FN": 45, + "FP": 22, + "IoU": 0.1625, + "TN": 130992, + "TP": 13, + "n_pred": 35, + "n_ref": 58 + }, + "15": { + "Dice": 0.851593625498008, + "FN": 2731, + "FP": 547, + "IoU": 0.7415437987857763, + "TN": 118389, + "TP": 9405, + "n_pred": 9952, + "n_ref": 12136 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 870, + "IoU": 0.0, + "TN": 130202, + "TP": 0, + "n_pred": 870, + "n_ref": 0 + }, + "3": { + "Dice": 0.8854961832061069, + "FN": 1260, + "FP": 15, + "IoU": 0.7945205479452054, + "TN": 124867, + "TP": 4930, + "n_pred": 4945, + "n_ref": 6190 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 390, + "IoU": 0.0, + "TN": 130682, + "TP": 0, + "n_pred": 390, + "n_ref": 0 + }, + "5": { + "Dice": 0.47871116225546606, + "FN": 1349, + "FP": 10, + "IoU": 0.3146747352496218, + "TN": 129089, + "TP": 624, + "n_pred": 634, + "n_ref": 1973 + }, + "6": { + "Dice": 0.9198479482764222, + "FN": 772, + "FP": 1695, + "IoU": 0.8515911688624196, + "TN": 114449, + "TP": 14156, + "n_pred": 15851, + "n_ref": 14928 + }, + "7": { + "Dice": 0.15920398009950248, + "FN": 201, + "FP": 1658, + "IoU": 0.08648648648648649, + "TN": 129037, + "TP": 176, + "n_pred": 1834, + "n_ref": 377 + }, + "8": { + "Dice": 0.949996075045137, + "FN": 409, + "FP": 228, + "IoU": 0.9047547846889952, + "TN": 124384, + "TP": 6051, + "n_pred": 6279, + "n_ref": 6460 + }, + "9": { + "Dice": 0.023668639053254437, + "FN": 3, + "FP": 987, + "IoU": 0.011976047904191617, + "TN": 130070, + "TP": 12, + "n_pred": 999, + "n_ref": 15 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0374.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0374.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 752, + "IoU": 0.0, + "TN": 113936, + "TP": 0, + "n_pred": 752, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 89, + "IoU": 0.0, + "TN": 114599, + "TP": 0, + "n_pred": 89, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 13, + "FP": 0, + "IoU": 0.0, + "TN": 114675, + "TP": 0, + "n_pred": 0, + "n_ref": 13 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 530, + "IoU": 0.0, + "TN": 114158, + "TP": 0, + "n_pred": 530, + "n_ref": 0 + }, + "15": { + "Dice": 0.8617204831156027, + "FN": 1120, + "FP": 2, + "IoU": 0.7570376786487657, + "TN": 110070, + "TP": 3496, + "n_pred": 3498, + "n_ref": 4616 + }, + "2": { + "Dice": 0.7201442091031997, + "FN": 2520, + "FP": 585, + "IoU": 0.5626760563380282, + "TN": 107588, + "TP": 3995, + "n_pred": 4580, + "n_ref": 6515 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2021, + "IoU": 0.0, + "TN": 112667, + "TP": 0, + "n_pred": 2021, + "n_ref": 0 + }, + "4": { + "Dice": 0.4862970044614404, + "FN": 325, + "FP": 1287, + "IoU": 0.32126315789473686, + "TN": 112313, + "TP": 763, + "n_pred": 2050, + "n_ref": 1088 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.816017316017316, + "FN": 2514, + "FP": 3096, + "IoU": 0.6892138939670932, + "TN": 96637, + "TP": 12441, + "n_pred": 15537, + "n_ref": 14955 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.6268656716417911, + "FN": 21, + "FP": 4, + "IoU": 0.45652173913043476, + "TN": 114642, + "TP": 21, + "n_pred": 25, + "n_ref": 42 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0390.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0390.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8991986503584986, + "FN": 1403, + "FP": 509, + "IoU": 0.8168582375478928, + "TN": 87864, + "TP": 8528, + "n_pred": 9037, + "n_ref": 9931 + }, + "11": { + "Dice": 0.7139495798319327, + "FN": 746, + "FP": 105, + "IoU": 0.5551489806586514, + "TN": 96391, + "TP": 1062, + "n_pred": 1167, + "n_ref": 1808 + }, + "12": { + "Dice": 0.43896976483762595, + "FN": 1491, + "FP": 12, + "IoU": 0.2812051649928264, + "TN": 96213, + "TP": 588, + "n_pred": 600, + "n_ref": 2079 + }, + "13": { + "Dice": 0.7540983606557377, + "FN": 60, + "FP": 45, + "IoU": 0.6052631578947368, + "TN": 98038, + "TP": 161, + "n_pred": 206, + "n_ref": 221 + }, + "14": { + "Dice": 0.7624828218048557, + "FN": 944, + "FP": 1130, + "IoU": 0.6161391819359615, + "TN": 92901, + "TP": 3329, + "n_pred": 4459, + "n_ref": 4273 + }, + "15": { + "Dice": 0.2972972972972973, + "FN": 115, + "FP": 3785, + "IoU": 0.1746031746031746, + "TN": 93579, + "TP": 825, + "n_pred": 4610, + "n_ref": 940 + }, + "2": { + "Dice": 0.8235294117647058, + "FN": 4, + "FP": 2, + "IoU": 0.7, + "TN": 98284, + "TP": 14, + "n_pred": 16, + "n_ref": 18 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9163849447825108, + "FN": 562, + "FP": 180, + "IoU": 0.8456738768718802, + "TN": 93496, + "TP": 4066, + "n_pred": 4246, + "n_ref": 4628 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9593577521324637, + "FN": 124, + "FP": 362, + "IoU": 0.9218900675024108, + "TN": 92082, + "TP": 5736, + "n_pred": 6098, + "n_ref": 5860 + }, + "7": { + "Dice": 0.7349785407725322, + "FN": 350, + "FP": 144, + "IoU": 0.5810008481764207, + "TN": 97125, + "TP": 685, + "n_pred": 829, + "n_ref": 1035 + }, + "8": { + "Dice": 0.20606060606060606, + "FN": 0, + "FP": 262, + "IoU": 0.11486486486486487, + "TN": 98008, + "TP": 34, + "n_pred": 296, + "n_ref": 34 + }, + "9": { + "Dice": 0.8529179365616887, + "FN": 133, + "FP": 1170, + "IoU": 0.7435544184215706, + "TN": 93223, + "TP": 3778, + "n_pred": 4948, + "n_ref": 3911 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0401.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0401.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": 0.4037110709723575, + "FN": 815.7044444444447, + "FP": 689.8488888888891, + "IoU": 0.33183190722481065, + "TN": 107706.94444444445, + "TP": 1652.5688888888892, + "n_pred": 2342.417777777778, + "n_ref": 2468.273333333333 + }, + "mean": { + "1": { + "Dice": 0.2707764042355792, + "FN": 1569.1, + "FP": 313.1666666666667, + "IoU": 0.22699056622939495, + "TN": 107797.26666666666, + "TP": 1185.5333333333333, + "n_pred": 1498.7, + "n_ref": 2754.633333333333 + }, + "10": { + "Dice": 0.3502293815672744, + "FN": 739.5666666666667, + "FP": 998.5, + "IoU": 0.28331604286193235, + "TN": 107331.73333333334, + "TP": 1795.2666666666667, + "n_pred": 2793.766666666667, + "n_ref": 2534.8333333333335 + }, + "11": { + "Dice": 0.3582130635182704, + "FN": 302.3333333333333, + "FP": 87.2, + "IoU": 0.2535472525223249, + "TN": 110263.3, + "TP": 212.23333333333332, + "n_pred": 299.43333333333334, + "n_ref": 514.5666666666667 + }, + "12": { + "Dice": 0.12405715265687907, + "FN": 344.03333333333336, + "FP": 87.4, + "IoU": 0.08227630101262269, + "TN": 110299.4, + "TP": 134.23333333333332, + "n_pred": 221.63333333333333, + "n_ref": 478.26666666666665 + }, + "13": { + "Dice": 0.2067946159804984, + "FN": 891.2, + "FP": 259.53333333333336, + "IoU": 0.1413425841753422, + "TN": 109320.86666666667, + "TP": 393.46666666666664, + "n_pred": 653.0, + "n_ref": 1284.6666666666667 + }, + "14": { + "Dice": 0.42026630825999617, + "FN": 161.73333333333332, + "FP": 934.4666666666667, + "IoU": 0.36190415506696394, + "TN": 108654.03333333334, + "TP": 1114.8333333333333, + "n_pred": 2049.3, + "n_ref": 1276.5666666666666 + }, + "15": { + "Dice": 0.5034115521484293, + "FN": 607.4666666666667, + "FP": 528.4666666666667, + "IoU": 0.43127726842225333, + "TN": 108185.73333333334, + "TP": 1543.4, + "n_pred": 2071.866666666667, + "n_ref": 2150.866666666667 + }, + "2": { + "Dice": 0.420966081803212, + "FN": 2078.9333333333334, + "FP": 384.93333333333334, + "IoU": 0.3282807270952801, + "TN": 106971.96666666666, + "TP": 1429.2333333333333, + "n_pred": 1814.1666666666667, + "n_ref": 3508.1666666666665 + }, + "3": { + "Dice": 0.4106240630034516, + "FN": 462.06666666666666, + "FP": 1678.7333333333333, + "IoU": 0.3599078576196366, + "TN": 106370.33333333333, + "TP": 2353.9333333333334, + "n_pred": 4032.6666666666665, + "n_ref": 2816.0 + }, + "4": { + "Dice": 0.5101045523389078, + "FN": 413.5, + "FP": 401.6666666666667, + "IoU": 0.438428520160934, + "TN": 108781.6, + "TP": 1268.3, + "n_pred": 1669.9666666666667, + "n_ref": 1681.8 + }, + "5": { + "Dice": 0.5241648964561564, + "FN": 503.06666666666666, + "FP": 127.03333333333333, + "IoU": 0.41100258405146967, + "TN": 109699.3, + "TP": 535.6666666666666, + "n_pred": 662.7, + "n_ref": 1038.7333333333333 + }, + "6": { + "Dice": 0.758271000232857, + "FN": 687.4333333333333, + "FP": 3081.9666666666667, + "IoU": 0.6647454263053691, + "TN": 99104.13333333333, + "TP": 7991.533333333334, + "n_pred": 11073.5, + "n_ref": 8678.966666666667 + }, + "7": { + "Dice": 0.304224182953638, + "FN": 2393.133333333333, + "FP": 761.4, + "IoU": 0.21729391419837796, + "TN": 106121.23333333334, + "TP": 1589.3, + "n_pred": 2350.7, + "n_ref": 3982.4333333333334 + }, + "8": { + "Dice": 0.5543862336427242, + "FN": 605.6666666666666, + "FP": 139.9, + "IoU": 0.49218316637505816, + "TN": 108132.6, + "TP": 1986.9, + "n_pred": 2126.8, + "n_ref": 2592.5666666666666 + }, + "9": { + "Dice": 0.33917657578748917, + "FN": 476.3333333333333, + "FP": 563.3666666666667, + "IoU": 0.2849822422751987, + "TN": 108570.66666666667, + "TP": 1254.7, + "n_pred": 1818.0666666666666, + "n_ref": 1731.0333333333333 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.0900142556513475, + "FN": 13365, + "FP": 40, + "IoU": 0.04712823429058857, + "TN": 100620, + "TP": 663, + "n_pred": 703, + "n_ref": 14028 + }, + "10": { + "Dice": 0.7282511210762331, + "FN": 386, + "FP": 2947, + "IoU": 0.5726375176304654, + "TN": 106889, + "TP": 4466, + "n_pred": 7413, + "n_ref": 4852 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.42348075087496023, + "FN": 2184, + "FP": 1440, + "IoU": 0.2686175580221998, + "TN": 109733, + "TP": 1331, + "n_pred": 2771, + "n_ref": 3515 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 27, + "IoU": 0.0, + "TN": 114661, + "TP": 0, + "n_pred": 27, + "n_ref": 0 + }, + "3": { + "Dice": 0.7742690058479532, + "FN": 13, + "FP": 180, + "IoU": 0.6316793893129771, + "TN": 114164, + "TP": 331, + "n_pred": 511, + "n_ref": 344 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.38923131983934467, + "FN": 21, + "FP": 15338, + "IoU": 0.24164321335110847, + "TN": 94435, + "TP": 4894, + "n_pred": 20232, + "n_ref": 4915 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 621, + "IoU": 0.0, + "TN": 114067, + "TP": 0, + "n_pred": 621, + "n_ref": 0 + }, + "8": { + "Dice": 0.786536248561565, + "FN": 738, + "FP": 4, + "IoU": 0.6481744902797535, + "TN": 112579, + "TP": 1367, + "n_pred": 1371, + "n_ref": 2105 + }, + "9": { + "Dice": 0.47188360204482893, + "FN": 893, + "FP": 450, + "IoU": 0.30880082346886256, + "TN": 112745, + "TP": 600, + "n_pred": 1050, + "n_ref": 1493 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0001.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0001.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.30976430976430974, + "FN": 410, + "FP": 0, + "IoU": 0.18326693227091634, + "TN": 114186, + "TP": 92, + "n_pred": 92, + "n_ref": 502 + }, + "10": { + "Dice": 0.0, + "FN": 2, + "FP": 146, + "IoU": 0.0, + "TN": 114540, + "TP": 0, + "n_pred": 146, + "n_ref": 2 + }, + "11": { + "Dice": 0.6419294990723562, + "FN": 758, + "FP": 207, + "IoU": 0.4726775956284153, + "TN": 112858, + "TP": 865, + "n_pred": 1072, + "n_ref": 1623 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 731, + "IoU": 0.0, + "TN": 113957, + "TP": 0, + "n_pred": 731, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.5714285714285714, + "FN": 9, + "FP": 0, + "IoU": 0.4, + "TN": 114673, + "TP": 6, + "n_pred": 6, + "n_ref": 15 + }, + "15": { + "Dice": 0.0, + "FN": 733, + "FP": 0, + "IoU": 0.0, + "TN": 113955, + "TP": 0, + "n_pred": 0, + "n_ref": 733 + }, + "2": { + "Dice": 0.8138671068922823, + "FN": 10, + "FP": 441, + "IoU": 0.686151704940849, + "TN": 113251, + "TP": 986, + "n_pred": 1427, + "n_ref": 996 + }, + "3": { + "Dice": 0.9244235888643234, + "FN": 242, + "FP": 1433, + "IoU": 0.8594680761808876, + "TN": 102769, + "TP": 10244, + "n_pred": 11677, + "n_ref": 10486 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9552114725137691, + "FN": 176, + "FP": 255, + "IoU": 0.9142629799084941, + "TN": 109661, + "TP": 4596, + "n_pred": 4851, + "n_ref": 4772 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 6, + "FP": 0, + "IoU": 0.0, + "TN": 114682, + "TP": 0, + "n_pred": 0, + "n_ref": 6 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0014.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0014.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 63, + "IoU": 0.0, + "TN": 98241, + "TP": 0, + "n_pred": 63, + "n_ref": 0 + }, + "10": { + "Dice": 0.30303030303030304, + "FN": 138, + "FP": 115, + "IoU": 0.17857142857142858, + "TN": 97996, + "TP": 55, + "n_pred": 170, + "n_ref": 193 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5251104204155079, + "FN": 2897, + "FP": 6, + "IoU": 0.3560337178349601, + "TN": 93796, + "TP": 1605, + "n_pred": 1611, + "n_ref": 4502 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9667140036715043, + "FN": 0, + "FP": 961, + "IoU": 0.9355725395548404, + "TN": 83388, + "TP": 13955, + "n_pred": 14916, + "n_ref": 13955 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 9, + "IoU": 0.0, + "TN": 98295, + "TP": 0, + "n_pred": 9, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 98297, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "3": { + "Dice": 0.90759270158917, + "FN": 65, + "FP": 92, + "IoU": 0.8308189655172413, + "TN": 97376, + "TP": 771, + "n_pred": 863, + "n_ref": 836 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.42011834319526625, + "FN": 166, + "FP": 30, + "IoU": 0.26591760299625467, + "TN": 98037, + "TP": 71, + "n_pred": 101, + "n_ref": 237 + }, + "8": { + "Dice": 0.955832216050565, + "FN": 684, + "FP": 469, + "IoU": 0.9154009831975933, + "TN": 84675, + "TP": 12476, + "n_pred": 12945, + "n_ref": 13160 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0027.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0027.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 58, + "IoU": 0.0, + "TN": 98246, + "TP": 0, + "n_pred": 58, + "n_ref": 0 + }, + "10": { + "Dice": 0.10737777777777778, + "FN": 5021, + "FP": 0, + "IoU": 0.05673492391508548, + "TN": 92981, + "TP": 302, + "n_pred": 302, + "n_ref": 5323 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 729, + "IoU": 0.0, + "TN": 97575, + "TP": 0, + "n_pred": 729, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 98303, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "15": { + "Dice": 0.897961727856386, + "FN": 1001, + "FP": 636, + "IoU": 0.8148190045248869, + "TN": 89464, + "TP": 7203, + "n_pred": 7839, + "n_ref": 8204 + }, + "2": { + "Dice": 0.8293523025084238, + "FN": 2113, + "FP": 166, + "IoU": 0.7084559293846744, + "TN": 90487, + "TP": 5538, + "n_pred": 5704, + "n_ref": 7651 + }, + "3": { + "Dice": 0.9009732735980226, + "FN": 462, + "FP": 2102, + "IoU": 0.8197919595164465, + "TN": 84076, + "TP": 11664, + "n_pred": 13766, + "n_ref": 12126 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9530880863989201, + "FN": 468, + "FP": 227, + "IoU": 0.9103803997421018, + "TN": 90549, + "TP": 7060, + "n_pred": 7287, + "n_ref": 7528 + }, + "7": { + "Dice": 0.5472927432037744, + "FN": 558, + "FP": 1457, + "IoU": 0.37673987008969995, + "TN": 95071, + "TP": 1218, + "n_pred": 2675, + "n_ref": 1776 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0033.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0033.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 30, + "FP": 17, + "IoU": 0.0, + "TN": 114641, + "TP": 0, + "n_pred": 17, + "n_ref": 30 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 87, + "IoU": 0.0, + "TN": 114601, + "TP": 0, + "n_pred": 87, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 114680, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "12": { + "Dice": 0.13596491228070176, + "FN": 1801, + "FP": 169, + "IoU": 0.07294117647058823, + "TN": 112563, + "TP": 155, + "n_pred": 324, + "n_ref": 1956 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.2192446633825944, + "FN": 11711, + "FP": 176, + "IoU": 0.12311891413396282, + "TN": 101132, + "TP": 1669, + "n_pred": 1845, + "n_ref": 13380 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 12040, + "IoU": 0.0, + "TN": 102648, + "TP": 0, + "n_pred": 12040, + "n_ref": 0 + }, + "4": { + "Dice": 0.771122570408568, + "FN": 255, + "FP": 322, + "IoU": 0.6275016139444803, + "TN": 113139, + "TP": 972, + "n_pred": 1294, + "n_ref": 1227 + }, + "5": { + "Dice": 0.4342620308542482, + "FN": 4130, + "FP": 784, + "IoU": 0.2773529411764706, + "TN": 107888, + "TP": 1886, + "n_pred": 2670, + "n_ref": 6016 + }, + "6": { + "Dice": 0.9014876767078677, + "FN": 448, + "FP": 3545, + "IoU": 0.8206441180433903, + "TN": 92425, + "TP": 18270, + "n_pred": 21815, + "n_ref": 18718 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 364, + "IoU": 0.0, + "TN": 114324, + "TP": 0, + "n_pred": 364, + "n_ref": 0 + }, + "8": { + "Dice": 0.3719650759478531, + "FN": 10385, + "FP": 117, + "IoU": 0.22847487511019687, + "TN": 101076, + "TP": 3110, + "n_pred": 3227, + "n_ref": 13495 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 460, + "IoU": 0.0, + "TN": 114228, + "TP": 0, + "n_pred": 460, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0044.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0044.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 52, + "IoU": 0.0, + "TN": 114636, + "TP": 0, + "n_pred": 52, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.44237012987012986, + "FN": 1321, + "FP": 53, + "IoU": 0.28400208441896824, + "TN": 112769, + "TP": 545, + "n_pred": 598, + "n_ref": 1866 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 202, + "IoU": 0.0, + "TN": 114486, + "TP": 0, + "n_pred": 202, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7906066536203522, + "FN": 102, + "FP": 112, + "IoU": 0.6537216828478964, + "TN": 114070, + "TP": 404, + "n_pred": 516, + "n_ref": 506 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 23, + "IoU": 0.0, + "TN": 114665, + "TP": 0, + "n_pred": 23, + "n_ref": 0 + }, + "4": { + "Dice": 0.8429264178789796, + "FN": 537, + "FP": 1698, + "IoU": 0.7284985422740525, + "TN": 106456, + "TP": 5997, + "n_pred": 7695, + "n_ref": 6534 + }, + "5": { + "Dice": 0.7537504573728504, + "FN": 865, + "FP": 1154, + "IoU": 0.6048150322959484, + "TN": 109579, + "TP": 3090, + "n_pred": 4244, + "n_ref": 3955 + }, + "6": { + "Dice": 0.963440131095666, + "FN": 870, + "FP": 1071, + "IoU": 0.9294592237243785, + "TN": 87172, + "TP": 25575, + "n_pred": 26646, + "n_ref": 26445 + }, + "7": { + "Dice": 0.0, + "FN": 63, + "FP": 133, + "IoU": 0.0, + "TN": 114492, + "TP": 0, + "n_pred": 133, + "n_ref": 63 + }, + "8": { + "Dice": 0.9415014624634385, + "FN": 212, + "FP": 148, + "IoU": 0.8894688363524716, + "TN": 111431, + "TP": 2897, + "n_pred": 3045, + "n_ref": 3109 + }, + "9": { + "Dice": 0.18253968253968253, + "FN": 204, + "FP": 2, + "IoU": 0.10043668122270742, + "TN": 114459, + "TP": 23, + "n_pred": 25, + "n_ref": 227 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0054.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0054.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.735715144953687, + "FN": 4394, + "FP": 0, + "IoU": 0.5819219790675547, + "TN": 104178, + "TP": 6116, + "n_pred": 6116, + "n_ref": 10510 + }, + "10": { + "Dice": 0.3909009278659084, + "FN": 1433, + "FP": 10777, + "IoU": 0.24293154761904762, + "TN": 98560, + "TP": 3918, + "n_pred": 14695, + "n_ref": 5351 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5412130637636081, + "FN": 4928, + "FP": 1267, + "IoU": 0.37100213219616207, + "TN": 104839, + "TP": 3654, + "n_pred": 4921, + "n_ref": 8582 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 114687, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.050706972208678695, + "FN": 53, + "FP": 1894, + "IoU": 0.026013006503251626, + "TN": 112689, + "TP": 52, + "n_pred": 1946, + "n_ref": 105 + }, + "7": { + "Dice": 0.5307621671258035, + "FN": 10211, + "FP": 9, + "IoU": 0.36125, + "TN": 98688, + "TP": 5780, + "n_pred": 5789, + "n_ref": 15991 + }, + "8": { + "Dice": 0.6534311609840311, + "FN": 1452, + "FP": 154, + "IoU": 0.48525641025641025, + "TN": 111568, + "TP": 1514, + "n_pred": 1668, + "n_ref": 2966 + }, + "9": { + "Dice": 0.8995841675650701, + "FN": 499, + "FP": 805, + "IoU": 0.8174947515745277, + "TN": 107543, + "TP": 5841, + "n_pred": 6646, + "n_ref": 6340 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0083.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0083.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.87025249310418, + "FN": 1327, + "FP": 1119, + "IoU": 0.770307071086487, + "TN": 104039, + "TP": 8203, + "n_pred": 9322, + "n_ref": 9530 + }, + "11": { + "Dice": 0.24983119513841998, + "FN": 1111, + "FP": 0, + "IoU": 0.1427469135802469, + "TN": 113392, + "TP": 185, + "n_pred": 185, + "n_ref": 1296 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.007259528130671506, + "FN": 547, + "FP": 0, + "IoU": 0.0036429872495446266, + "TN": 114139, + "TP": 2, + "n_pred": 2, + "n_ref": 549 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.44391597304795877, + "FN": 11199, + "FP": 25, + "IoU": 0.28527763627101377, + "TN": 98984, + "TP": 4480, + "n_pred": 4505, + "n_ref": 15679 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 10543, + "IoU": 0.0, + "TN": 104145, + "TP": 0, + "n_pred": 10543, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9216099953420829, + "FN": 1901, + "FP": 960, + "IoU": 0.8546165963717669, + "TN": 95009, + "TP": 16818, + "n_pred": 17778, + "n_ref": 18719 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 21, + "IoU": 0.0, + "TN": 114667, + "TP": 0, + "n_pred": 21, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 1212, + "IoU": 0.0, + "TN": 113476, + "TP": 0, + "n_pred": 1212, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0111.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0111.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.815625, + "FN": 1410, + "FP": 6, + "IoU": 0.6886543535620053, + "TN": 93756, + "TP": 3132, + "n_pred": 3138, + "n_ref": 4542 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 437, + "IoU": 0.0, + "TN": 97867, + "TP": 0, + "n_pred": 437, + "n_ref": 0 + }, + "12": { + "Dice": 0.16695957820738136, + "FN": 948, + "FP": 0, + "IoU": 0.09108341323106424, + "TN": 97261, + "TP": 95, + "n_pred": 95, + "n_ref": 1043 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 5478, + "IoU": 0.0, + "TN": 92826, + "TP": 0, + "n_pred": 5478, + "n_ref": 0 + }, + "3": { + "Dice": 0.42398941044700134, + "FN": 5434, + "FP": 223, + "IoU": 0.26902700607313607, + "TN": 90565, + "TP": 2082, + "n_pred": 2305, + "n_ref": 7516 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6046933929319738, + "FN": 527, + "FP": 5133, + "IoU": 0.4333767143858244, + "TN": 88315, + "TP": 4329, + "n_pred": 9462, + "n_ref": 4856 + }, + "7": { + "Dice": 0.47608679875172366, + "FN": 7219, + "FP": 0, + "IoU": 0.312410705781503, + "TN": 87805, + "TP": 3280, + "n_pred": 3280, + "n_ref": 10499 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0119.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0119.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9824804376428226, + "FN": 90, + "FP": 163, + "IoU": 0.9655641758540902, + "TN": 123725, + "TP": 7094, + "n_pred": 7257, + "n_ref": 7184 + }, + "10": { + "Dice": 0.8749315318605075, + "FN": 1112, + "FP": 943, + "IoU": 0.7776695877961701, + "TN": 121829, + "TP": 7188, + "n_pred": 8131, + "n_ref": 8300 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5428439092172302, + "FN": 972, + "FP": 15, + "IoU": 0.37253655435473615, + "TN": 129499, + "TP": 586, + "n_pred": 601, + "n_ref": 1558 + }, + "13": { + "Dice": 0.0679357969391564, + "FN": 1719, + "FP": 778, + "IoU": 0.03516228748068006, + "TN": 128484, + "TP": 91, + "n_pred": 869, + "n_ref": 1810 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 2227, + "IoU": 0.0, + "TN": 128845, + "TP": 0, + "n_pred": 2227, + "n_ref": 0 + }, + "3": { + "Dice": 0.6750984369406992, + "FN": 1864, + "FP": 859, + "IoU": 0.5095461095100865, + "TN": 125520, + "TP": 2829, + "n_pred": 3688, + "n_ref": 4693 + }, + "4": { + "Dice": 0.8953143152187943, + "FN": 103, + "FP": 1519, + "IoU": 0.8104697359196074, + "TN": 122514, + "TP": 6936, + "n_pred": 8455, + "n_ref": 7039 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9494907503637497, + "FN": 669, + "FP": 60, + "IoU": 0.9038385437277404, + "TN": 123491, + "TP": 6852, + "n_pred": 6912, + "n_ref": 7521 + }, + "7": { + "Dice": 0.012626633387167817, + "FN": 6634, + "FP": 91, + "IoU": 0.006353427895981087, + "TN": 124304, + "TP": 43, + "n_pred": 134, + "n_ref": 6677 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 131064, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0134.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0134.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.45867295385651735, + "FN": 16065, + "FP": 7, + "IoU": 0.2975831475897032, + "TN": 91807, + "TP": 6809, + "n_pred": 6816, + "n_ref": 22874 + }, + "10": { + "Dice": 0.0, + "FN": 194, + "FP": 0, + "IoU": 0.0, + "TN": 114494, + "TP": 0, + "n_pred": 0, + "n_ref": 194 + }, + "11": { + "Dice": 0.6042199488491049, + "FN": 1059, + "FP": 179, + "IoU": 0.43289051763628034, + "TN": 112505, + "TP": 945, + "n_pred": 1124, + "n_ref": 2004 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 114685, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "13": { + "Dice": 0.14183381088825214, + "FN": 739, + "FP": 459, + "IoU": 0.07632999228989977, + "TN": 113391, + "TP": 99, + "n_pred": 558, + "n_ref": 838 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.20930232558139536, + "FN": 13, + "FP": 55, + "IoU": 0.11688311688311688, + "TN": 114611, + "TP": 9, + "n_pred": 64, + "n_ref": 22 + }, + "3": { + "Dice": 0.8299065420560747, + "FN": 171, + "FP": 11, + "IoU": 0.7092651757188498, + "TN": 114062, + "TP": 444, + "n_pred": 455, + "n_ref": 615 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.15927123126652953, + "FN": 2757, + "FP": 104, + "IoU": 0.08652618135376756, + "TN": 111556, + "TP": 271, + "n_pred": 375, + "n_ref": 3028 + }, + "6": { + "Dice": 0.5860639230459402, + "FN": 131, + "FP": 17340, + "IoU": 0.41449110224873487, + "TN": 84849, + "TP": 12368, + "n_pred": 29708, + "n_ref": 12499 + }, + "7": { + "Dice": 0.558974358974359, + "FN": 356, + "FP": 332, + "IoU": 0.3879003558718861, + "TN": 113564, + "TP": 436, + "n_pred": 768, + "n_ref": 792 + }, + "8": { + "Dice": 0.712, + "FN": 284, + "FP": 1588, + "IoU": 0.5527950310559007, + "TN": 110502, + "TP": 2314, + "n_pred": 3902, + "n_ref": 2598 + }, + "9": { + "Dice": 0.6927086453777485, + "FN": 3249, + "FP": 1880, + "IoU": 0.5298808432630614, + "TN": 103778, + "TP": 5781, + "n_pred": 7661, + "n_ref": 9030 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0138.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0138.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.1482238691541017, + "FN": 3326, + "FP": 7, + "IoU": 0.08004416229643942, + "TN": 94681, + "TP": 290, + "n_pred": 297, + "n_ref": 3616 + }, + "14": { + "Dice": 0.13089430894308943, + "FN": 232, + "FP": 1906, + "IoU": 0.07003044802087864, + "TN": 96005, + "TP": 161, + "n_pred": 2067, + "n_ref": 393 + }, + "15": { + "Dice": 0.7396127091558564, + "FN": 2727, + "FP": 43, + "IoU": 0.5868138424821002, + "TN": 91600, + "TP": 3934, + "n_pred": 3977, + "n_ref": 6661 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 16, + "IoU": 0.0, + "TN": 98288, + "TP": 0, + "n_pred": 16, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 110, + "FP": 15, + "IoU": 0.0, + "TN": 98179, + "TP": 0, + "n_pred": 15, + "n_ref": 110 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0142.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0142.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 804, + "IoU": 0.0, + "TN": 130268, + "TP": 0, + "n_pred": 804, + "n_ref": 0 + }, + "10": { + "Dice": 0.902276200434328, + "FN": 1013, + "FP": 202, + "IoU": 0.8219519343493552, + "TN": 124248, + "TP": 5609, + "n_pred": 5811, + "n_ref": 6622 + }, + "11": { + "Dice": 0.531130876747141, + "FN": 323, + "FP": 415, + "IoU": 0.3615916955017301, + "TN": 129916, + "TP": 418, + "n_pred": 833, + "n_ref": 741 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 318, + "IoU": 0.0, + "TN": 130754, + "TP": 0, + "n_pred": 318, + "n_ref": 0 + }, + "13": { + "Dice": 0.717948717948718, + "FN": 667, + "FP": 895, + "IoU": 0.56, + "TN": 127522, + "TP": 1988, + "n_pred": 2883, + "n_ref": 2655 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 640, + "IoU": 0.0, + "TN": 130432, + "TP": 0, + "n_pred": 640, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 110, + "IoU": 0.0, + "TN": 130962, + "TP": 0, + "n_pred": 110, + "n_ref": 0 + }, + "2": { + "Dice": 0.7619047619047619, + "FN": 138, + "FP": 157, + "IoU": 0.6153846153846154, + "TN": 130305, + "TP": 472, + "n_pred": 629, + "n_ref": 610 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1647, + "IoU": 0.0, + "TN": 129425, + "TP": 0, + "n_pred": 1647, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8507336671713055, + "FN": 1869, + "FP": 8385, + "IoU": 0.7402406586447119, + "TN": 91597, + "TP": 29221, + "n_pred": 37606, + "n_ref": 31090 + }, + "7": { + "Dice": 0.0, + "FN": 200, + "FP": 6, + "IoU": 0.0, + "TN": 130866, + "TP": 0, + "n_pred": 6, + "n_ref": 200 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8592985318107668, + "FN": 47, + "FP": 643, + "IoU": 0.7533071147658206, + "TN": 128275, + "TP": 2107, + "n_pred": 2750, + "n_ref": 2154 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0147.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0147.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6488955168235623, + "FN": 3593, + "FP": 174, + "IoU": 0.4802704194260486, + "TN": 91056, + "TP": 3481, + "n_pred": 3655, + "n_ref": 7074 + }, + "10": { + "Dice": 0.0, + "FN": 3769, + "FP": 0, + "IoU": 0.0, + "TN": 94535, + "TP": 0, + "n_pred": 0, + "n_ref": 3769 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.4768411301528485, + "FN": 318, + "FP": 4200, + "IoU": 0.3130606659571233, + "TN": 91727, + "TP": 2059, + "n_pred": 6259, + "n_ref": 2377 + }, + "15": { + "Dice": 0.0, + "FN": 1278, + "FP": 0, + "IoU": 0.0, + "TN": 97026, + "TP": 0, + "n_pred": 0, + "n_ref": 1278 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 530, + "IoU": 0.0, + "TN": 97774, + "TP": 0, + "n_pred": 530, + "n_ref": 0 + }, + "3": { + "Dice": 0.024334600760456272, + "FN": 1283, + "FP": 0, + "IoU": 0.012317167051578136, + "TN": 97005, + "TP": 16, + "n_pred": 16, + "n_ref": 1299 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 14, + "IoU": 0.0, + "TN": 98290, + "TP": 0, + "n_pred": 14, + "n_ref": 0 + }, + "5": { + "Dice": 0.8547447417794016, + "FN": 281, + "FP": 1190, + "IoU": 0.746335575099155, + "TN": 92505, + "TP": 4328, + "n_pred": 5518, + "n_ref": 4609 + }, + "6": { + "Dice": 0.004737933076695291, + "FN": 439, + "FP": 6283, + "IoU": 0.0023745918670228555, + "TN": 91566, + "TP": 16, + "n_pred": 6299, + "n_ref": 455 + }, + "7": { + "Dice": 0.1123171307220387, + "FN": 1398, + "FP": 2364, + "IoU": 0.0595, + "TN": 94304, + "TP": 238, + "n_pred": 2602, + "n_ref": 1636 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 33, + "IoU": 0.0, + "TN": 98271, + "TP": 0, + "n_pred": 33, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0156.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0156.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.2870967741935484, + "FN": 77, + "FP": 365, + "IoU": 0.16760828625235405, + "TN": 114157, + "TP": 89, + "n_pred": 454, + "n_ref": 166 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.8028846153846154, + "FN": 385, + "FP": 107, + "IoU": 0.6706827309236948, + "TN": 113194, + "TP": 1002, + "n_pred": 1109, + "n_ref": 1387 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 30, + "IoU": 0.0, + "TN": 114658, + "TP": 0, + "n_pred": 30, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8770281810418445, + "FN": 906, + "FP": 246, + "IoU": 0.7809885931558935, + "TN": 109428, + "TP": 4108, + "n_pred": 4354, + "n_ref": 5014 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 405, + "IoU": 0.0, + "TN": 114283, + "TP": 0, + "n_pred": 405, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8995363214837713, + "FN": 208, + "FP": 962, + "IoU": 0.8174157303370787, + "TN": 108280, + "TP": 5238, + "n_pred": 6200, + "n_ref": 5446 + }, + "7": { + "Dice": 0.8254409509202454, + "FN": 3632, + "FP": 10, + "IoU": 0.7027666693870889, + "TN": 102435, + "TP": 8611, + "n_pred": 8621, + "n_ref": 12243 + }, + "8": { + "Dice": 0.09090909090909091, + "FN": 20, + "FP": 0, + "IoU": 0.047619047619047616, + "TN": 114667, + "TP": 1, + "n_pred": 1, + "n_ref": 21 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 203, + "IoU": 0.0, + "TN": 114485, + "TP": 0, + "n_pred": 203, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0158.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0158.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1607, + "IoU": 0.0, + "TN": 113081, + "TP": 0, + "n_pred": 1607, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.00199203187250996, + "FN": 854, + "FP": 148, + "IoU": 0.0009970089730807576, + "TN": 113685, + "TP": 1, + "n_pred": 149, + "n_ref": 855 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7036399735274652, + "FN": 5488, + "FP": 1229, + "IoU": 0.5427812946702062, + "TN": 99997, + "TP": 7974, + "n_pred": 9203, + "n_ref": 13462 + }, + "3": { + "Dice": 0.8269541778975741, + "FN": 1639, + "FP": 3497, + "IoU": 0.7049632352941176, + "TN": 97280, + "TP": 12272, + "n_pred": 15769, + "n_ref": 13911 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 168, + "IoU": 0.0, + "TN": 114520, + "TP": 0, + "n_pred": 168, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7492940069030436, + "FN": 2289, + "FP": 108, + "IoU": 0.599096838936277, + "TN": 108709, + "TP": 3582, + "n_pred": 3690, + "n_ref": 5871 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 114684, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8202833706189411, + "FN": 241, + "FP": 0, + "IoU": 0.695322376738306, + "TN": 113897, + "TP": 550, + "n_pred": 550, + "n_ref": 791 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0166.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0166.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 114684, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.4446280991735537, + "FN": 1338, + "FP": 6, + "IoU": 0.2858660998937301, + "TN": 112806, + "TP": 538, + "n_pred": 544, + "n_ref": 1876 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 161, + "IoU": 0.0, + "TN": 114527, + "TP": 0, + "n_pred": 161, + "n_ref": 0 + }, + "13": { + "Dice": 0.3361034164358264, + "FN": 49, + "FP": 670, + "IoU": 0.20199778024417314, + "TN": 113787, + "TP": 182, + "n_pred": 852, + "n_ref": 231 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.5974842767295597, + "FN": 256, + "FP": 0, + "IoU": 0.4260089686098655, + "TN": 114242, + "TP": 190, + "n_pred": 190, + "n_ref": 446 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 185, + "IoU": 0.0, + "TN": 114503, + "TP": 0, + "n_pred": 185, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7809340394800193, + "FN": 426, + "FP": 29, + "IoU": 0.6406003159557662, + "TN": 113422, + "TP": 811, + "n_pred": 840, + "n_ref": 1237 + }, + "6": { + "Dice": 0.8735369683128746, + "FN": 2927, + "FP": 1503, + "IoU": 0.7754688291941206, + "TN": 94958, + "TP": 15300, + "n_pred": 16803, + "n_ref": 18227 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9680020298271828, + "FN": 149, + "FP": 986, + "IoU": 0.9379883079276621, + "TN": 96385, + "TP": 17168, + "n_pred": 18154, + "n_ref": 17317 + }, + "9": { + "Dice": 0.8712841632347436, + "FN": 1973, + "FP": 1465, + "IoU": 0.7719251691654504, + "TN": 99614, + "TP": 11636, + "n_pred": 13101, + "n_ref": 13609 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0170.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0170.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 41, + "IoU": 0.0, + "TN": 98263, + "TP": 0, + "n_pred": 41, + "n_ref": 0 + }, + "11": { + "Dice": 0.5095699726572209, + "FN": 1500, + "FP": 473, + "IoU": 0.3418945963975984, + "TN": 95306, + "TP": 1025, + "n_pred": 1498, + "n_ref": 2525 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.021716861298914158, + "FN": 4620, + "FP": 155, + "IoU": 0.010977630488815244, + "TN": 93476, + "TP": 53, + "n_pred": 208, + "n_ref": 4673 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.9695277523708661, + "FN": 389, + "FP": 244, + "IoU": 0.9408577034476315, + "TN": 87601, + "TP": 10070, + "n_pred": 10314, + "n_ref": 10459 + }, + "2": { + "Dice": 0.7890645939426427, + "FN": 764, + "FP": 23, + "IoU": 0.6516157591854803, + "TN": 96045, + "TP": 1472, + "n_pred": 1495, + "n_ref": 2236 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 570, + "IoU": 0.0, + "TN": 97734, + "TP": 0, + "n_pred": 570, + "n_ref": 0 + }, + "4": { + "Dice": 0.7706175680859225, + "FN": 2392, + "FP": 0, + "IoU": 0.6268330733229329, + "TN": 91894, + "TP": 4018, + "n_pred": 4018, + "n_ref": 6410 + }, + "5": { + "Dice": 0.7364705882352941, + "FN": 1523, + "FP": 269, + "IoU": 0.5828677839851024, + "TN": 94008, + "TP": 2504, + "n_pred": 2773, + "n_ref": 4027 + }, + "6": { + "Dice": 0.7117423873917696, + "FN": 78, + "FP": 2885, + "IoU": 0.5524845189548406, + "TN": 91683, + "TP": 3658, + "n_pred": 6543, + "n_ref": 3736 + }, + "7": { + "Dice": 0.5618556701030928, + "FN": 76, + "FP": 264, + "IoU": 0.3906810035842294, + "TN": 97746, + "TP": 218, + "n_pred": 482, + "n_ref": 294 + }, + "8": { + "Dice": 0.7132352941176471, + "FN": 3415, + "FP": 95, + "IoU": 0.5542857142857143, + "TN": 90429, + "TP": 4365, + "n_pred": 4460, + "n_ref": 7780 + }, + "9": { + "Dice": 0.08597748208802457, + "FN": 1272, + "FP": 4979, + "IoU": 0.044919786096256686, + "TN": 91759, + "TP": 294, + "n_pred": 5273, + "n_ref": 1566 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0180.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0180.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9496922665239497, + "FN": 48, + "FP": 328, + "IoU": 0.904203821656051, + "TN": 110763, + "TP": 3549, + "n_pred": 3877, + "n_ref": 3597 + }, + "10": { + "Dice": 0.13270142180094788, + "FN": 0, + "FP": 183, + "IoU": 0.07106598984771574, + "TN": 114491, + "TP": 14, + "n_pred": 197, + "n_ref": 14 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0660377358490566, + "FN": 990, + "FP": 0, + "IoU": 0.03414634146341464, + "TN": 113663, + "TP": 35, + "n_pred": 35, + "n_ref": 1025 + }, + "13": { + "Dice": 0.04276315789473684, + "FN": 582, + "FP": 0, + "IoU": 0.021848739495798318, + "TN": 114093, + "TP": 13, + "n_pred": 13, + "n_ref": 595 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 12498, + "IoU": 0.0, + "TN": 102190, + "TP": 0, + "n_pred": 12498, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.914804469273743, + "FN": 59, + "FP": 63, + "IoU": 0.842985842985843, + "TN": 113911, + "TP": 655, + "n_pred": 718, + "n_ref": 714 + }, + "4": { + "Dice": 0.8003746320578004, + "FN": 2941, + "FP": 43, + "IoU": 0.6671871514610752, + "TN": 105722, + "TP": 5982, + "n_pred": 6025, + "n_ref": 8923 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9354433909648634, + "FN": 77, + "FP": 849, + "IoU": 0.87871643745907, + "TN": 107053, + "TP": 6709, + "n_pred": 7558, + "n_ref": 6786 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 2186, + "IoU": 0.0, + "TN": 112502, + "TP": 0, + "n_pred": 2186, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0185.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0185.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 65, + "IoU": 0.0, + "TN": 98239, + "TP": 0, + "n_pred": 65, + "n_ref": 0 + }, + "10": { + "Dice": 0.7120633988846492, + "FN": 95, + "FP": 886, + "IoU": 0.5528714676390155, + "TN": 96110, + "TP": 1213, + "n_pred": 2099, + "n_ref": 1308 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 139, + "IoU": 0.0, + "TN": 98165, + "TP": 0, + "n_pred": 139, + "n_ref": 0 + }, + "13": { + "Dice": 0.3454859114433583, + "FN": 5281, + "FP": 410, + "IoU": 0.20881412484359793, + "TN": 91111, + "TP": 1502, + "n_pred": 1912, + "n_ref": 6783 + }, + "14": { + "Dice": 0.9385926252387249, + "FN": 157, + "FP": 679, + "IoU": 0.8842906574394463, + "TN": 91079, + "TP": 6389, + "n_pred": 7068, + "n_ref": 6546 + }, + "15": { + "Dice": 0.8016337644656228, + "FN": 1351, + "FP": 106, + "IoU": 0.6689388775278345, + "TN": 93903, + "TP": 2944, + "n_pred": 3050, + "n_ref": 4295 + }, + "2": { + "Dice": 0.7253583316350791, + "FN": 4040, + "FP": 3, + "IoU": 0.5690684289064165, + "TN": 88922, + "TP": 5339, + "n_pred": 5342, + "n_ref": 9379 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3253, + "IoU": 0.0, + "TN": 95051, + "TP": 0, + "n_pred": 3253, + "n_ref": 0 + }, + "4": { + "Dice": 0.8902243589743589, + "FN": 211, + "FP": 337, + "IoU": 0.8021660649819494, + "TN": 95534, + "TP": 2222, + "n_pred": 2559, + "n_ref": 2433 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9164721017772907, + "FN": 1634, + "FP": 119, + "IoU": 0.8458223394898856, + "TN": 86934, + "TP": 9617, + "n_pred": 9736, + "n_ref": 11251 + }, + "7": { + "Dice": 0.4492667223083343, + "FN": 213, + "FP": 4406, + "IoU": 0.28971244041211747, + "TN": 91801, + "TP": 1884, + "n_pred": 6290, + "n_ref": 2097 + }, + "8": { + "Dice": 0.8959276018099548, + "FN": 126, + "FP": 12, + "IoU": 0.8114754098360656, + "TN": 97572, + "TP": 594, + "n_pred": 606, + "n_ref": 720 + }, + "9": { + "Dice": 0.9052581714827096, + "FN": 461, + "FP": 739, + "IoU": 0.8269147555170921, + "TN": 91371, + "TP": 5733, + "n_pred": 6472, + "n_ref": 6194 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0188.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0188.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 3186, + "IoU": 0.0, + "TN": 111502, + "TP": 0, + "n_pred": 3186, + "n_ref": 0 + }, + "10": { + "Dice": 0.8481073310972688, + "FN": 762, + "FP": 823, + "IoU": 0.7362728785357737, + "TN": 108678, + "TP": 4425, + "n_pred": 5248, + "n_ref": 5187 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.4152317880794702, + "FN": 5097, + "FP": 201, + "IoU": 0.2620142081069787, + "TN": 107509, + "TP": 1881, + "n_pred": 2082, + "n_ref": 6978 + }, + "3": { + "Dice": 0.21156339123671247, + "FN": 268, + "FP": 5814, + "IoU": 0.11829515801681646, + "TN": 107790, + "TP": 816, + "n_pred": 6630, + "n_ref": 1084 + }, + "4": { + "Dice": 0.9321050340925576, + "FN": 251, + "FP": 685, + "IoU": 0.872843363673414, + "TN": 107327, + "TP": 6425, + "n_pred": 7110, + "n_ref": 6676 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7928737180926716, + "FN": 2375, + "FP": 392, + "IoU": 0.6568274835669106, + "TN": 106625, + "TP": 5296, + "n_pred": 5688, + "n_ref": 7671 + }, + "7": { + "Dice": 0.6617305976806422, + "FN": 336, + "FP": 3456, + "IoU": 0.4944674043460872, + "TN": 107187, + "TP": 3709, + "n_pred": 7165, + "n_ref": 4045 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0239.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0239.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9499006380085765, + "FN": 359, + "FP": 120, + "IoU": 0.9045816733067729, + "TN": 109668, + "TP": 4541, + "n_pred": 4661, + "n_ref": 4900 + }, + "10": { + "Dice": 0.8144457001952121, + "FN": 2643, + "FP": 969, + "IoU": 0.6869746078516336, + "TN": 103149, + "TP": 7927, + "n_pred": 8896, + "n_ref": 10570 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 187, + "IoU": 0.0, + "TN": 114501, + "TP": 0, + "n_pred": 187, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 201, + "FP": 0, + "IoU": 0.0, + "TN": 114487, + "TP": 0, + "n_pred": 0, + "n_ref": 201 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 22, + "IoU": 0.0, + "TN": 114666, + "TP": 0, + "n_pred": 22, + "n_ref": 0 + }, + "3": { + "Dice": 0.8354020507285483, + "FN": 179, + "FP": 126, + "IoU": 0.7173308619091752, + "TN": 113609, + "TP": 774, + "n_pred": 900, + "n_ref": 953 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 78, + "IoU": 0.0, + "TN": 114610, + "TP": 0, + "n_pred": 78, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 28, + "IoU": 0.0, + "TN": 114660, + "TP": 0, + "n_pred": 28, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 45, + "IoU": 0.0, + "TN": 114643, + "TP": 0, + "n_pred": 45, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0242.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0242.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 16, + "FP": 0, + "IoU": 0.0, + "TN": 98288, + "TP": 0, + "n_pred": 0, + "n_ref": 16 + }, + "10": { + "Dice": 0.0, + "FN": 174, + "FP": 0, + "IoU": 0.0, + "TN": 98130, + "TP": 0, + "n_pred": 0, + "n_ref": 174 + }, + "11": { + "Dice": 0.6530931871574002, + "FN": 304, + "FP": 582, + "IoU": 0.4848837209302326, + "TN": 96584, + "TP": 834, + "n_pred": 1416, + "n_ref": 1138 + }, + "12": { + "Dice": 0.0, + "FN": 994, + "FP": 43, + "IoU": 0.0, + "TN": 97267, + "TP": 0, + "n_pred": 43, + "n_ref": 994 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.002398081534772182, + "FN": 0, + "FP": 14144, + "IoU": 0.0012004801920768306, + "TN": 84143, + "TP": 17, + "n_pred": 14161, + "n_ref": 17 + }, + "15": { + "Dice": 0.7493117408906883, + "FN": 8742, + "FP": 546, + "IoU": 0.5991195131425612, + "TN": 75135, + "TP": 13881, + "n_pred": 14427, + "n_ref": 22623 + }, + "2": { + "Dice": 0.3234624145785877, + "FN": 272, + "FP": 322, + "IoU": 0.19293478260869565, + "TN": 97568, + "TP": 142, + "n_pred": 464, + "n_ref": 414 + }, + "3": { + "Dice": 0.9537668474467057, + "FN": 1283, + "FP": 439, + "IoU": 0.9116197905974133, + "TN": 78820, + "TP": 17762, + "n_pred": 18201, + "n_ref": 19045 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7962067683153589, + "FN": 176, + "FP": 920, + "IoU": 0.661414890330553, + "TN": 95067, + "TP": 2141, + "n_pred": 3061, + "n_ref": 2317 + }, + "7": { + "Dice": 0.8082827561585149, + "FN": 1559, + "FP": 52, + "IoU": 0.6782504493708807, + "TN": 93297, + "TP": 3396, + "n_pred": 3448, + "n_ref": 4955 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8839302112029385, + "FN": 1245, + "FP": 19, + "IoU": 0.7920026328780648, + "TN": 92227, + "TP": 4813, + "n_pred": 4832, + "n_ref": 6058 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0259.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0259.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1953, + "IoU": 0.0, + "TN": 112735, + "TP": 0, + "n_pred": 1953, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1619, + "IoU": 0.0, + "TN": 113069, + "TP": 0, + "n_pred": 1619, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 114687, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 114686, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8613448682658278, + "FN": 1763, + "FP": 0, + "IoU": 0.7564580743196574, + "TN": 107449, + "TP": 5476, + "n_pred": 5476, + "n_ref": 7239 + }, + "15": { + "Dice": 0.7339167455061495, + "FN": 1792, + "FP": 458, + "IoU": 0.5796749486269381, + "TN": 109335, + "TP": 3103, + "n_pred": 3561, + "n_ref": 4895 + }, + "2": { + "Dice": 0.02085293195359047, + "FN": 12489, + "FP": 1, + "IoU": 0.01053632258575616, + "TN": 102065, + "TP": 133, + "n_pred": 134, + "n_ref": 12622 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3373, + "IoU": 0.0, + "TN": 111315, + "TP": 0, + "n_pred": 3373, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8284482758620689, + "FN": 562, + "FP": 7398, + "IoU": 0.7071376011773363, + "TN": 87508, + "TP": 19220, + "n_pred": 26618, + "n_ref": 19782 + }, + "7": { + "Dice": 0.0, + "FN": 13683, + "FP": 0, + "IoU": 0.0, + "TN": 101005, + "TP": 0, + "n_pred": 0, + "n_ref": 13683 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 196, + "IoU": 0.0, + "TN": 114492, + "TP": 0, + "n_pred": 196, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 2980, + "IoU": 0.0, + "TN": 111708, + "TP": 0, + "n_pred": 2980, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0264.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0264.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 812, + "IoU": 0.0, + "TN": 97492, + "TP": 0, + "n_pred": 812, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 374, + "IoU": 0.0, + "TN": 97930, + "TP": 0, + "n_pred": 374, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9494466048459468, + "FN": 468, + "FP": 39, + "IoU": 0.9037585421412301, + "TN": 93036, + "TP": 4761, + "n_pred": 4800, + "n_ref": 5229 + }, + "15": { + "Dice": 0.7670753064798599, + "FN": 11, + "FP": 122, + "IoU": 0.6221590909090909, + "TN": 97952, + "TP": 219, + "n_pred": 341, + "n_ref": 230 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9366140137707574, + "FN": 852, + "FP": 400, + "IoU": 0.8807846124547705, + "TN": 87802, + "TP": 9250, + "n_pred": 9650, + "n_ref": 10102 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 105, + "IoU": 0.0, + "TN": 98199, + "TP": 0, + "n_pred": 105, + "n_ref": 0 + }, + "5": { + "Dice": 0.21971715515474483, + "FN": 3617, + "FP": 190, + "IoU": 0.1234169928620769, + "TN": 93961, + "TP": 536, + "n_pred": 726, + "n_ref": 4153 + }, + "6": { + "Dice": 0.978528921685313, + "FN": 121, + "FP": 330, + "IoU": 0.9579604772557793, + "TN": 87576, + "TP": 10277, + "n_pred": 10607, + "n_ref": 10398 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 98, + "IoU": 0.0, + "TN": 98206, + "TP": 0, + "n_pred": 98, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 56, + "IoU": 0.0, + "TN": 98248, + "TP": 0, + "n_pred": 56, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 851, + "IoU": 0.0, + "TN": 97453, + "TP": 0, + "n_pred": 851, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0274.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0274.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 383, + "IoU": 0.0, + "TN": 114305, + "TP": 0, + "n_pred": 383, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 888, + "IoU": 0.0, + "TN": 113800, + "TP": 0, + "n_pred": 888, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 114685, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "13": { + "Dice": 0.7215435868961688, + "FN": 1893, + "FP": 113, + "IoU": 0.5643865363735071, + "TN": 110083, + "TP": 2599, + "n_pred": 2712, + "n_ref": 4492 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 77, + "IoU": 0.0, + "TN": 114611, + "TP": 0, + "n_pred": 77, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 16, + "IoU": 0.0, + "TN": 114672, + "TP": 0, + "n_pred": 16, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9772464808514623, + "FN": 729, + "FP": 0, + "IoU": 0.95550537109375, + "TN": 98304, + "TP": 15655, + "n_pred": 15655, + "n_ref": 16384 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9443870167459169, + "FN": 49, + "FP": 220, + "IoU": 0.8946337641989816, + "TN": 112135, + "TP": 2284, + "n_pred": 2504, + "n_ref": 2333 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 111, + "IoU": 0.0, + "TN": 114577, + "TP": 0, + "n_pred": 111, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0294.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0294.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6302944073547116, + "FN": 1323, + "FP": 5433, + "IoU": 0.46016779864163004, + "TN": 118557, + "TP": 5759, + "n_pred": 11192, + "n_ref": 7082 + }, + "11": { + "Dice": 0.13333333333333333, + "FN": 117, + "FP": 0, + "IoU": 0.07142857142857142, + "TN": 130946, + "TP": 9, + "n_pred": 9, + "n_ref": 126 + }, + "12": { + "Dice": 0.6379201014584654, + "FN": 1448, + "FP": 265, + "IoU": 0.46834264432029793, + "TN": 127850, + "TP": 1509, + "n_pred": 1774, + "n_ref": 2957 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 226, + "IoU": 0.0, + "TN": 130846, + "TP": 0, + "n_pred": 226, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9471571906354515, + "FN": 48, + "FP": 31, + "IoU": 0.8996188055908514, + "TN": 130285, + "TP": 708, + "n_pred": 739, + "n_ref": 756 + }, + "4": { + "Dice": 0.7160866710439922, + "FN": 131, + "FP": 4193, + "IoU": 0.5577375473048992, + "TN": 121295, + "TP": 5453, + "n_pred": 9646, + "n_ref": 5584 + }, + "5": { + "Dice": 0.7783338239623196, + "FN": 1493, + "FP": 13, + "IoU": 0.6371084337349397, + "TN": 126922, + "TP": 2644, + "n_pred": 2657, + "n_ref": 4137 + }, + "6": { + "Dice": 0.6666666666666666, + "FN": 606, + "FP": 4647, + "IoU": 0.5, + "TN": 120566, + "TP": 5253, + "n_pred": 9900, + "n_ref": 5859 + }, + "7": { + "Dice": 0.6759879760624362, + "FN": 11749, + "FP": 0, + "IoU": 0.5105602999375131, + "TN": 107067, + "TP": 12256, + "n_pred": 12256, + "n_ref": 24005 + }, + "8": { + "Dice": 0.9628193238344153, + "FN": 398, + "FP": 43, + "IoU": 0.9283043407576004, + "TN": 124921, + "TP": 5710, + "n_pred": 5753, + "n_ref": 6108 + }, + "9": { + "Dice": 0.11078348778433024, + "FN": 4206, + "FP": 16, + "IoU": 0.05863991081382386, + "TN": 126587, + "TP": 263, + "n_pred": 279, + "n_ref": 4469 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0361.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0361.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 7216, + "FP": 0, + "IoU": 0.0, + "TN": 91088, + "TP": 0, + "n_pred": 0, + "n_ref": 7216 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1413, + "IoU": 0.0, + "TN": 96891, + "TP": 0, + "n_pred": 1413, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.14553550503866886, + "FN": 1905, + "FP": 5387, + "IoU": 0.07847845317831417, + "TN": 90391, + "TP": 621, + "n_pred": 6008, + "n_ref": 2526 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.012587612644829067, + "FN": 5584, + "FP": 1319, + "IoU": 0.006333669209730819, + "TN": 91357, + "TP": 44, + "n_pred": 1363, + "n_ref": 5628 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.4971579537266832, + "FN": 839, + "FP": 11723, + "IoU": 0.33081184743234604, + "TN": 79532, + "TP": 6210, + "n_pred": 17933, + "n_ref": 7049 + }, + "7": { + "Dice": 0.3188327479059714, + "FN": 6810, + "FP": 5795, + "IoU": 0.18964963034394086, + "TN": 82749, + "TP": 2950, + "n_pred": 8745, + "n_ref": 9760 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0362.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0362.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.15819209039548024, + "FN": 271, + "FP": 176, + "IoU": 0.08588957055214724, + "TN": 114199, + "TP": 42, + "n_pred": 218, + "n_ref": 313 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.885310431204151, + "FN": 200, + "FP": 1082, + "IoU": 0.7942215088282504, + "TN": 108458, + "TP": 4948, + "n_pred": 6030, + "n_ref": 5148 + }, + "2": { + "Dice": 0.8519878056367822, + "FN": 2283, + "FP": 96, + "IoU": 0.7421417732495122, + "TN": 105462, + "TP": 6847, + "n_pred": 6943, + "n_ref": 9130 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 12, + "IoU": 0.0, + "TN": 114676, + "TP": 0, + "n_pred": 12, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.799466429524233, + "FN": 391, + "FP": 60, + "IoU": 0.6659259259259259, + "TN": 113338, + "TP": 899, + "n_pred": 959, + "n_ref": 1290 + }, + "7": { + "Dice": 0.45846121282675417, + "FN": 4975, + "FP": 142, + "IoU": 0.29740491555677606, + "TN": 107405, + "TP": 2166, + "n_pred": 2308, + "n_ref": 7141 + }, + "8": { + "Dice": 0.9824056843173744, + "FN": 142, + "FP": 66, + "IoU": 0.9654197838736492, + "TN": 108673, + "TP": 5807, + "n_pred": 5873, + "n_ref": 5949 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0378.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0378.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7406431615652848, + "FN": 2795, + "FP": 552, + "IoU": 0.588112232340635, + "TN": 106562, + "TP": 4779, + "n_pred": 5331, + "n_ref": 7574 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 435, + "IoU": 0.0, + "TN": 114253, + "TP": 0, + "n_pred": 435, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.3099157974110846, + "FN": 5487, + "FP": 4, + "IoU": 0.18337299226650802, + "TN": 107964, + "TP": 1233, + "n_pred": 1237, + "n_ref": 6720 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 4671, + "IoU": 0.0, + "TN": 110017, + "TP": 0, + "n_pred": 4671, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9202012940330697, + "FN": 39, + "FP": 72, + "IoU": 0.8521970705725699, + "TN": 113937, + "TP": 640, + "n_pred": 712, + "n_ref": 679 + }, + "7": { + "Dice": 0.4917919474684638, + "FN": 1956, + "FP": 985, + "IoU": 0.326076993583868, + "TN": 110324, + "TP": 1423, + "n_pred": 2408, + "n_ref": 3379 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0392.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0392.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": 0.37847428775193553, + "FN": 734.7644444444444, + "FP": 697.4799999999999, + "IoU": 0.3144231946383695, + "TN": 104628.32222222224, + "TP": 1527.7000000000005, + "n_pred": 2225.1800000000003, + "n_ref": 2262.4644444444443 + }, + "mean": { + "1": { + "Dice": 0.2875625564328375, + "FN": 1215.0666666666666, + "FP": 355.7, + "IoU": 0.2428707115138286, + "TN": 104702.3, + "TP": 1315.2, + "n_pred": 1670.9, + "n_ref": 2530.266666666667 + }, + "10": { + "Dice": 0.32271010702398495, + "FN": 847.1333333333333, + "FP": 983.1333333333333, + "IoU": 0.26364702708101323, + "TN": 104616.86666666667, + "TP": 1141.1333333333334, + "n_pred": 2124.266666666667, + "n_ref": 1988.2666666666667 + }, + "11": { + "Dice": 0.22220901803021595, + "FN": 89.26666666666667, + "FP": 17.8, + "IoU": 0.1630140930332135, + "TN": 107393.8, + "TP": 87.4, + "n_pred": 105.2, + "n_ref": 176.66666666666666 + }, + "12": { + "Dice": 0.09643618415778885, + "FN": 143.43333333333334, + "FP": 43.833333333333336, + "IoU": 0.06998490532218726, + "TN": 107370.1, + "TP": 30.9, + "n_pred": 74.73333333333333, + "n_ref": 174.33333333333334 + }, + "13": { + "Dice": 0.1554218242813152, + "FN": 851.6666666666666, + "FP": 576.1, + "IoU": 0.09813809491061826, + "TN": 105922.4, + "TP": 238.1, + "n_pred": 814.2, + "n_ref": 1089.7666666666667 + }, + "14": { + "Dice": 0.5216515767263411, + "FN": 1062.6333333333334, + "FP": 580.0666666666667, + "IoU": 0.4465114076643143, + "TN": 103203.66666666667, + "TP": 2741.9, + "n_pred": 3321.9666666666667, + "n_ref": 3804.5333333333333 + }, + "15": { + "Dice": 0.4831662271617276, + "FN": 360.03333333333336, + "FP": 1501.1333333333334, + "IoU": 0.40791118040739394, + "TN": 103726.43333333333, + "TP": 2000.6666666666667, + "n_pred": 3501.8, + "n_ref": 2360.7 + }, + "2": { + "Dice": 0.4277085208426911, + "FN": 1079.7333333333333, + "FP": 1014.1, + "IoU": 0.37814236690063646, + "TN": 103529.83333333333, + "TP": 1964.6, + "n_pred": 2978.7, + "n_ref": 3044.3333333333335 + }, + "3": { + "Dice": 0.334842541279562, + "FN": 715.2666666666667, + "FP": 1406.0, + "IoU": 0.2824241218276852, + "TN": 103364.23333333334, + "TP": 2102.766666666667, + "n_pred": 3508.766666666667, + "n_ref": 2818.0333333333333 + }, + "4": { + "Dice": 0.424876394282036, + "FN": 256.06666666666666, + "FP": 424.03333333333336, + "IoU": 0.3666525498670008, + "TN": 105678.2, + "TP": 1229.9666666666667, + "n_pred": 1654.0, + "n_ref": 1486.0333333333333 + }, + "5": { + "Dice": 0.38745345665596537, + "FN": 433.5, + "FP": 135.4, + "IoU": 0.2943511580226775, + "TN": 106626.16666666667, + "TP": 393.2, + "n_pred": 528.6, + "n_ref": 826.7 + }, + "6": { + "Dice": 0.5759025719610089, + "FN": 1494.5, + "FP": 1966.2, + "IoU": 0.4977509968369485, + "TN": 99823.06666666667, + "TP": 4304.5, + "n_pred": 6270.7, + "n_ref": 5799.0 + }, + "7": { + "Dice": 0.36245611204447664, + "FN": 1875.5666666666666, + "FP": 1028.6, + "IoU": 0.2795719311587347, + "TN": 102136.66666666667, + "TP": 2547.4333333333334, + "n_pred": 3576.0333333333333, + "n_ref": 4423.0 + }, + "8": { + "Dice": 0.6270107969053859, + "FN": 243.0, + "FP": 154.2, + "IoU": 0.568101614927316, + "TN": 105044.03333333334, + "TP": 2147.0333333333333, + "n_pred": 2301.233333333333, + "n_ref": 2390.0333333333333 + }, + "9": { + "Dice": 0.44770642849369696, + "FN": 354.6, + "FP": 275.9, + "IoU": 0.3572757601019741, + "TN": 106287.06666666667, + "TP": 670.7, + "n_pred": 946.6, + "n_ref": 1025.3 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9329282764513219, + "FN": 1151, + "FP": 262, + "IoU": 0.874288256227758, + "TN": 87064, + "TP": 9827, + "n_pred": 10089, + "n_ref": 10978 + }, + "15": { + "Dice": 0.8765066192452085, + "FN": 1596, + "FP": 904, + "IoU": 0.7801618009145269, + "TN": 86932, + "TP": 8872, + "n_pred": 9776, + "n_ref": 10468 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8655347227810413, + "FN": 806, + "FP": 865, + "IoU": 0.7629450985955455, + "TN": 91255, + "TP": 5378, + "n_pred": 6243, + "n_ref": 6184 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 11, + "IoU": 0.0, + "TN": 98293, + "TP": 0, + "n_pred": 11, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 42, + "IoU": 0.0, + "TN": 98262, + "TP": 0, + "n_pred": 42, + "n_ref": 0 + }, + "8": { + "Dice": 0.8754750726581713, + "FN": 1663, + "FP": 8, + "IoU": 0.7785288270377734, + "TN": 90759, + "TP": 5874, + "n_pred": 5882, + "n_ref": 7537 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 31, + "IoU": 0.0, + "TN": 98273, + "TP": 0, + "n_pred": 31, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0017.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0017.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 598, + "FP": 0, + "IoU": 0.0, + "TN": 97706, + "TP": 0, + "n_pred": 0, + "n_ref": 598 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 5500, + "IoU": 0.0, + "TN": 92804, + "TP": 0, + "n_pred": 5500, + "n_ref": 0 + }, + "3": { + "Dice": 0.5544162199953391, + "FN": 5642, + "FP": 2006, + "IoU": 0.38352410124133485, + "TN": 85898, + "TP": 4758, + "n_pred": 6764, + "n_ref": 10400 + }, + "4": { + "Dice": 0.8155128205128205, + "FN": 1364, + "FP": 1514, + "IoU": 0.6884944258036584, + "TN": 89065, + "TP": 6361, + "n_pred": 7875, + "n_ref": 7725 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9266336400094362, + "FN": 344, + "FP": 589, + "IoU": 0.8632967032967033, + "TN": 91479, + "TP": 5892, + "n_pred": 6481, + "n_ref": 6236 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 372, + "IoU": 0.0, + "TN": 97932, + "TP": 0, + "n_pred": 372, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0019.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0019.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.3380606479880088, + "FN": 2107, + "FP": 3634, + "IoU": 0.20341334813375886, + "TN": 107481, + "TP": 1466, + "n_pred": 5100, + "n_ref": 3573 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.33692458374143, + "FN": 662, + "FP": 15, + "IoU": 0.20259128386336867, + "TN": 113839, + "TP": 172, + "n_pred": 187, + "n_ref": 834 + }, + "13": { + "Dice": 0.2159819726122378, + "FN": 60, + "FP": 4463, + "IoU": 0.12106490478041197, + "TN": 109542, + "TP": 623, + "n_pred": 5086, + "n_ref": 683 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 342, + "IoU": 0.0, + "TN": 114346, + "TP": 0, + "n_pred": 342, + "n_ref": 0 + }, + "2": { + "Dice": 0.8745735091918317, + "FN": 613, + "FP": 1850, + "IoU": 0.77710407239819, + "TN": 103638, + "TP": 8587, + "n_pred": 10437, + "n_ref": 9200 + }, + "3": { + "Dice": 0.9027892391483743, + "FN": 1033, + "FP": 734, + "IoU": 0.8228038507821901, + "TN": 104716, + "TP": 8205, + "n_pred": 8939, + "n_ref": 9238 + }, + "4": { + "Dice": 0.6903273262228761, + "FN": 1623, + "FP": 61, + "IoU": 0.5270991294580174, + "TN": 111127, + "TP": 1877, + "n_pred": 1938, + "n_ref": 3500 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9305354558610709, + "FN": 121, + "FP": 647, + "IoU": 0.8700947225981055, + "TN": 108776, + "TP": 5144, + "n_pred": 5791, + "n_ref": 5265 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 69, + "IoU": 0.0, + "TN": 114619, + "TP": 0, + "n_pred": 69, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0025.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0025.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 3757, + "IoU": 0.0, + "TN": 94547, + "TP": 0, + "n_pred": 3757, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.7557343692193859, + "FN": 4989, + "FP": 293, + "IoU": 0.6073738199658069, + "TN": 84851, + "TP": 8171, + "n_pred": 8464, + "n_ref": 13160 + }, + "15": { + "Dice": 0.02030456852791878, + "FN": 359, + "FP": 27, + "IoU": 0.010256410256410256, + "TN": 97914, + "TP": 4, + "n_pred": 31, + "n_ref": 363 + }, + "2": { + "Dice": 0.8259053382889846, + "FN": 5162, + "FP": 131, + "IoU": 0.7034401613626177, + "TN": 80456, + "TP": 12555, + "n_pred": 12686, + "n_ref": 17717 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 4017, + "IoU": 0.0, + "TN": 94287, + "TP": 0, + "n_pred": 4017, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7929840756981307, + "FN": 4105, + "FP": 380, + "IoU": 0.6569789674952199, + "TN": 85229, + "TP": 8590, + "n_pred": 8970, + "n_ref": 12695 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0048.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0048.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7238734419942474, + "FN": 370, + "FP": 206, + "IoU": 0.5672426746806912, + "TN": 113357, + "TP": 755, + "n_pred": 961, + "n_ref": 1125 + }, + "13": { + "Dice": 0.0, + "FN": 4064, + "FP": 0, + "IoU": 0.0, + "TN": 110624, + "TP": 0, + "n_pred": 0, + "n_ref": 4064 + }, + "14": { + "Dice": 0.791875125075045, + "FN": 1504, + "FP": 576, + "IoU": 0.6554580089448402, + "TN": 108651, + "TP": 3957, + "n_pred": 4533, + "n_ref": 5461 + }, + "15": { + "Dice": 0.8550161812297734, + "FN": 284, + "FP": 612, + "IoU": 0.7467495760316563, + "TN": 111150, + "TP": 2642, + "n_pred": 3254, + "n_ref": 2926 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.3094098883572568, + "FN": 5, + "FP": 428, + "IoU": 0.1830188679245283, + "TN": 114158, + "TP": 97, + "n_pred": 525, + "n_ref": 102 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.39071450105517036, + "FN": 1780, + "FP": 241, + "IoU": 0.2427875608842263, + "TN": 112019, + "TP": 648, + "n_pred": 889, + "n_ref": 2428 + }, + "6": { + "Dice": 0.9176398903219255, + "FN": 805, + "FP": 6, + "IoU": 0.8478138487521111, + "TN": 109359, + "TP": 4518, + "n_pred": 4524, + "n_ref": 5323 + }, + "7": { + "Dice": 0.38307641849786817, + "FN": 1462, + "FP": 2300, + "IoU": 0.23691683569979716, + "TN": 109758, + "TP": 1168, + "n_pred": 3468, + "n_ref": 2630 + }, + "8": { + "Dice": 0.8958333333333334, + "FN": 33, + "FP": 57, + "IoU": 0.8113207547169812, + "TN": 114211, + "TP": 387, + "n_pred": 444, + "n_ref": 420 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0064.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0064.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.11363636363636363, + "FN": 234, + "FP": 0, + "IoU": 0.060240963855421686, + "TN": 114439, + "TP": 15, + "n_pred": 15, + "n_ref": 249 + }, + "10": { + "Dice": 0.27288847410172656, + "FN": 349, + "FP": 7442, + "IoU": 0.15800280989949206, + "TN": 105435, + "TP": 1462, + "n_pred": 8904, + "n_ref": 1811 + }, + "11": { + "Dice": 0.7399759077611426, + "FN": 1072, + "FP": 439, + "IoU": 0.5872712373668396, + "TN": 111027, + "TP": 2150, + "n_pred": 2589, + "n_ref": 3222 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 19, + "IoU": 0.0, + "TN": 114669, + "TP": 0, + "n_pred": 19, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 331, + "FP": 50, + "IoU": 0.0, + "TN": 114307, + "TP": 0, + "n_pred": 50, + "n_ref": 331 + }, + "14": { + "Dice": 0.7802865098802295, + "FN": 870, + "FP": 5679, + "IoU": 0.639729343162064, + "TN": 96510, + "TP": 11629, + "n_pred": 17308, + "n_ref": 12499 + }, + "15": { + "Dice": 0.0008513355326167926, + "FN": 495, + "FP": 8894, + "IoU": 0.00042584903651655487, + "TN": 105295, + "TP": 4, + "n_pred": 8898, + "n_ref": 499 + }, + "2": { + "Dice": 0.9402597402597402, + "FN": 37, + "FP": 32, + "IoU": 0.8872549019607843, + "TN": 114076, + "TP": 543, + "n_pred": 575, + "n_ref": 580 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.88542300669507, + "FN": 342, + "FP": 1164, + "IoU": 0.7944027303754266, + "TN": 107363, + "TP": 5819, + "n_pred": 6983, + "n_ref": 6161 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1191, + "IoU": 0.0, + "TN": 113497, + "TP": 0, + "n_pred": 1191, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7505587072374076, + "FN": 458, + "FP": 993, + "IoU": 0.600715465052284, + "TN": 111054, + "TP": 2183, + "n_pred": 3176, + "n_ref": 2641 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0067.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0067.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 793, + "IoU": 0.0, + "TN": 113895, + "TP": 0, + "n_pred": 793, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 3101, + "IoU": 0.0, + "TN": 111587, + "TP": 0, + "n_pred": 3101, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 207, + "IoU": 0.0, + "TN": 114481, + "TP": 0, + "n_pred": 207, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.975199374511337, + "FN": 793, + "FP": 0, + "IoU": 0.95159912109375, + "TN": 98304, + "TP": 15591, + "n_pred": 15591, + "n_ref": 16384 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0072.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0072.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.049431955523326084, + "FN": 15729, + "FP": 1, + "IoU": 0.025342338434847265, + "TN": 82165, + "TP": 409, + "n_pred": 410, + "n_ref": 16138 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8994984954864593, + "FN": 1231, + "FP": 272, + "IoU": 0.8173532628508932, + "TN": 90075, + "TP": 6726, + "n_pred": 6998, + "n_ref": 7957 + }, + "15": { + "Dice": 0.691118895528539, + "FN": 382, + "FP": 2616, + "IoU": 0.5280226700251889, + "TN": 91952, + "TP": 3354, + "n_pred": 5970, + "n_ref": 3736 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 66, + "IoU": 0.0, + "TN": 98238, + "TP": 0, + "n_pred": 66, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6473626545625294, + "FN": 608, + "FP": 1645, + "IoU": 0.4785929183059477, + "TN": 93983, + "TP": 2068, + "n_pred": 3713, + "n_ref": 2676 + }, + "6": { + "Dice": 0.015416804316705208, + "FN": 20, + "FP": 17862, + "IoU": 0.0077682832094107205, + "TN": 80282, + "TP": 140, + "n_pred": 18002, + "n_ref": 160 + }, + "7": { + "Dice": 0.8597953370608714, + "FN": 1137, + "FP": 192, + "IoU": 0.7540710584752035, + "TN": 92900, + "TP": 4075, + "n_pred": 4267, + "n_ref": 5212 + }, + "8": { + "Dice": 0.741954590325765, + "FN": 1272, + "FP": 35, + "IoU": 0.5897677338355305, + "TN": 95118, + "TP": 1879, + "n_pred": 1914, + "n_ref": 3151 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0077.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0077.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 41, + "IoU": 0.0, + "TN": 98263, + "TP": 0, + "n_pred": 41, + "n_ref": 0 + }, + "10": { + "Dice": 0.8655135135135135, + "FN": 537, + "FP": 707, + "IoU": 0.7629121402706308, + "TN": 93057, + "TP": 4003, + "n_pred": 4710, + "n_ref": 4540 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 519, + "IoU": 0.0, + "TN": 97785, + "TP": 0, + "n_pred": 519, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9328624620935857, + "FN": 440, + "FP": 1309, + "IoU": 0.8741726618705036, + "TN": 84404, + "TP": 12151, + "n_pred": 13460, + "n_ref": 12591 + }, + "7": { + "Dice": 0.7161553160038937, + "FN": 7616, + "FP": 257, + "IoU": 0.5578208368435833, + "TN": 80499, + "TP": 9932, + "n_pred": 10189, + "n_ref": 17548 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 11, + "IoU": 0.0, + "TN": 98293, + "TP": 0, + "n_pred": 11, + "n_ref": 0 + }, + "9": { + "Dice": 0.8571428571428571, + "FN": 280, + "FP": 1055, + "IoU": 0.75, + "TN": 92964, + "TP": 4005, + "n_pred": 5060, + "n_ref": 4285 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0078.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0078.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7300487403840508, + "FN": 3248, + "FP": 1349, + "IoU": 0.5748635901230001, + "TN": 103875, + "TP": 6216, + "n_pred": 7565, + "n_ref": 9464 + }, + "11": { + "Dice": 0.0, + "FN": 6, + "FP": 38, + "IoU": 0.0, + "TN": 114644, + "TP": 0, + "n_pred": 38, + "n_ref": 6 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.3939393939393939, + "FN": 439, + "FP": 1, + "IoU": 0.24528301886792453, + "TN": 114105, + "TP": 143, + "n_pred": 144, + "n_ref": 582 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 720, + "IoU": 0.0, + "TN": 113968, + "TP": 0, + "n_pred": 720, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 7810, + "IoU": 0.0, + "TN": 106878, + "TP": 0, + "n_pred": 7810, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 35, + "IoU": 0.0, + "TN": 114653, + "TP": 0, + "n_pred": 35, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.367601246105919, + "FN": 1, + "FP": 202, + "IoU": 0.22519083969465647, + "TN": 114426, + "TP": 59, + "n_pred": 261, + "n_ref": 60 + }, + "7": { + "Dice": 0.2931596091205212, + "FN": 1083, + "FP": 2, + "IoU": 0.1717557251908397, + "TN": 113378, + "TP": 225, + "n_pred": 227, + "n_ref": 1308 + }, + "8": { + "Dice": 0.9253684540608341, + "FN": 393, + "FP": 559, + "IoU": 0.8611030055442077, + "TN": 107834, + "TP": 5902, + "n_pred": 6461, + "n_ref": 6295 + }, + "9": { + "Dice": 0.8441036874771815, + "FN": 1329, + "FP": 379, + "IoU": 0.7302590018951358, + "TN": 108356, + "TP": 4624, + "n_pred": 5003, + "n_ref": 5953 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0086.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0086.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9433686518085495, + "FN": 405, + "FP": 215, + "IoU": 0.892807745504841, + "TN": 92520, + "TP": 5164, + "n_pred": 5379, + "n_ref": 5569 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 13, + "IoU": 0.0, + "TN": 98291, + "TP": 0, + "n_pred": 13, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 70, + "IoU": 0.0, + "TN": 98234, + "TP": 0, + "n_pred": 70, + "n_ref": 0 + }, + "13": { + "Dice": 0.5522202927313322, + "FN": 1602, + "FP": 203, + "IoU": 0.3814256339958876, + "TN": 95386, + "TP": 1113, + "n_pred": 1316, + "n_ref": 2715 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8997573745370961, + "FN": 1352, + "FP": 218, + "IoU": 0.8177808727948004, + "TN": 89688, + "TP": 7046, + "n_pred": 7264, + "n_ref": 8398 + }, + "3": { + "Dice": 0.8932117378833566, + "FN": 132, + "FP": 2772, + "IoU": 0.8070303674662769, + "TN": 83255, + "TP": 12145, + "n_pred": 14917, + "n_ref": 12277 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.5771812080536913, + "FN": 0, + "FP": 882, + "IoU": 0.4056603773584906, + "TN": 96820, + "TP": 602, + "n_pred": 1484, + "n_ref": 602 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0094.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0094.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 3233, + "IoU": 0.0, + "TN": 95071, + "TP": 0, + "n_pred": 3233, + "n_ref": 0 + }, + "10": { + "Dice": 0.8344709897610921, + "FN": 2543, + "FP": 367, + "IoU": 0.7159590043923866, + "TN": 88059, + "TP": 7335, + "n_pred": 7702, + "n_ref": 9878 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 278, + "IoU": 0.0, + "TN": 98026, + "TP": 0, + "n_pred": 278, + "n_ref": 0 + }, + "13": { + "Dice": 0.502767134951043, + "FN": 4672, + "FP": 0, + "IoU": 0.3357975547341484, + "TN": 91270, + "TP": 2362, + "n_pred": 2362, + "n_ref": 7034 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9386558412268832, + "FN": 346, + "FP": 470, + "IoU": 0.8844028899277518, + "TN": 91245, + "TP": 6243, + "n_pred": 6713, + "n_ref": 6589 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.5209373799462159, + "FN": 3715, + "FP": 26, + "IoU": 0.3522077922077922, + "TN": 92529, + "TP": 2034, + "n_pred": 2060, + "n_ref": 5749 + }, + "7": { + "Dice": 0.0, + "FN": 48, + "FP": 259, + "IoU": 0.0, + "TN": 97997, + "TP": 0, + "n_pred": 259, + "n_ref": 48 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 98296, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 80, + "IoU": 0.0, + "TN": 98224, + "TP": 0, + "n_pred": 80, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0102.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0102.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 503, + "IoU": 0.0, + "TN": 97801, + "TP": 0, + "n_pred": 503, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9475594540436312, + "FN": 1129, + "FP": 258, + "IoU": 0.9003448771375198, + "TN": 84386, + "TP": 12531, + "n_pred": 12789, + "n_ref": 13660 + }, + "15": { + "Dice": 0.8438848287399842, + "FN": 671, + "FP": 1102, + "IoU": 0.72993145468393, + "TN": 91739, + "TP": 4792, + "n_pred": 5894, + "n_ref": 5463 + }, + "2": { + "Dice": 0.5902949571836347, + "FN": 638, + "FP": 3668, + "IoU": 0.4187365010799136, + "TN": 90896, + "TP": 3102, + "n_pred": 6770, + "n_ref": 3740 + }, + "3": { + "Dice": 0.7494646680942184, + "FN": 136, + "FP": 215, + "IoU": 0.5993150684931506, + "TN": 97428, + "TP": 525, + "n_pred": 740, + "n_ref": 661 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 20, + "IoU": 0.0, + "TN": 98284, + "TP": 0, + "n_pred": 20, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 1623, + "FP": 0, + "IoU": 0.0, + "TN": 96681, + "TP": 0, + "n_pred": 0, + "n_ref": 1623 + }, + "6": { + "Dice": 0.9503349994682548, + "FN": 400, + "FP": 67, + "IoU": 0.9053698074974671, + "TN": 93369, + "TP": 4468, + "n_pred": 4535, + "n_ref": 4868 + }, + "7": { + "Dice": 0.7614409270299773, + "FN": 5682, + "FP": 0, + "IoU": 0.6147796610169491, + "TN": 83554, + "TP": 9068, + "n_pred": 9068, + "n_ref": 14750 + }, + "8": { + "Dice": 0.8205128205128205, + "FN": 118, + "FP": 869, + "IoU": 0.6956521739130435, + "TN": 95061, + "TP": 2256, + "n_pred": 3125, + "n_ref": 2374 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 97, + "IoU": 0.0, + "TN": 98207, + "TP": 0, + "n_pred": 97, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0103.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0103.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8251332398316971, + "FN": 2445, + "FP": 672, + "IoU": 0.7023206952535574, + "TN": 104217, + "TP": 7354, + "n_pred": 8026, + "n_ref": 9799 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.21113117714660976, + "FN": 7020, + "FP": 2590, + "IoU": 0.11802496328928047, + "TN": 103792, + "TP": 1286, + "n_pred": 3876, + "n_ref": 8306 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 3363, + "IoU": 0.0, + "TN": 111325, + "TP": 0, + "n_pred": 3363, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 80, + "IoU": 0.0, + "TN": 114608, + "TP": 0, + "n_pred": 80, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.001607717041800643, + "FN": 567, + "FP": 3159, + "IoU": 0.0008045052292839903, + "TN": 110959, + "TP": 3, + "n_pred": 3162, + "n_ref": 570 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0109.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0109.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0016722408026755853, + "FN": 3497, + "FP": 85, + "IoU": 0.0008368200836820083, + "TN": 111103, + "TP": 3, + "n_pred": 88, + "n_ref": 3500 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 166, + "IoU": 0.0, + "TN": 114522, + "TP": 0, + "n_pred": 166, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1539, + "IoU": 0.0, + "TN": 113149, + "TP": 0, + "n_pred": 1539, + "n_ref": 0 + }, + "15": { + "Dice": 0.8229906837201958, + "FN": 689, + "FP": 2674, + "IoU": 0.6992218942849476, + "TN": 103507, + "TP": 7818, + "n_pred": 10492, + "n_ref": 8507 + }, + "2": { + "Dice": 0.9742392404078138, + "FN": 247, + "FP": 84, + "IoU": 0.9497723823975721, + "TN": 108098, + "TP": 6259, + "n_pred": 6343, + "n_ref": 6506 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 29, + "IoU": 0.0, + "TN": 114659, + "TP": 0, + "n_pred": 29, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.08845414263021487, + "FN": 7611, + "FP": 3292, + "IoU": 0.046273617914625614, + "TN": 103256, + "TP": 529, + "n_pred": 3821, + "n_ref": 8140 + }, + "7": { + "Dice": 0.6795121088916387, + "FN": 2134, + "FP": 3305, + "IoU": 0.5145917001338688, + "TN": 103483, + "TP": 5766, + "n_pred": 9071, + "n_ref": 7900 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0124.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0124.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 547, + "IoU": 0.0, + "TN": 114141, + "TP": 0, + "n_pred": 547, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 7089, + "IoU": 0.0, + "TN": 107599, + "TP": 0, + "n_pred": 7089, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.4387218045112782, + "FN": 2733, + "FP": 253, + "IoU": 0.2810016855285336, + "TN": 110535, + "TP": 1167, + "n_pred": 1420, + "n_ref": 3900 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 13396, + "FP": 0, + "IoU": 0.0, + "TN": 101292, + "TP": 0, + "n_pred": 0, + "n_ref": 13396 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 14474, + "IoU": 0.0, + "TN": 100214, + "TP": 0, + "n_pred": 14474, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.4403459795890348, + "FN": 10584, + "FP": 1645, + "IoU": 0.2823356807511737, + "TN": 97648, + "TP": 4811, + "n_pred": 6456, + "n_ref": 15395 + }, + "7": { + "Dice": 0.5080065287396885, + "FN": 2052, + "FP": 9101, + "IoU": 0.3404884394772633, + "TN": 97777, + "TP": 5758, + "n_pred": 14859, + "n_ref": 7810 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 114684, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0153.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0153.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 10409, + "FP": 0, + "IoU": 0.0, + "TN": 87895, + "TP": 0, + "n_pred": 0, + "n_ref": 10409 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.07413010590015129, + "FN": 4597, + "FP": 2747, + "IoU": 0.0384917517674784, + "TN": 90666, + "TP": 294, + "n_pred": 3041, + "n_ref": 4891 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 422, + "IoU": 0.0, + "TN": 97882, + "TP": 0, + "n_pred": 422, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 651, + "IoU": 0.0, + "TN": 97653, + "TP": 0, + "n_pred": 651, + "n_ref": 0 + }, + "3": { + "Dice": 0.8954665387383065, + "FN": 2082, + "FP": 97, + "IoU": 0.8107192494788047, + "TN": 86792, + "TP": 9333, + "n_pred": 9430, + "n_ref": 11415 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 5670, + "IoU": 0.0, + "TN": 92634, + "TP": 0, + "n_pred": 5670, + "n_ref": 0 + }, + "5": { + "Dice": 0.05256916996047431, + "FN": 4786, + "FP": 8, + "IoU": 0.02699411406535417, + "TN": 93377, + "TP": 133, + "n_pred": 141, + "n_ref": 4919 + }, + "6": { + "Dice": 0.6659984579799537, + "FN": 1011, + "FP": 7653, + "IoU": 0.49924864177551725, + "TN": 81002, + "TP": 8638, + "n_pred": 16291, + "n_ref": 9649 + }, + "7": { + "Dice": 0.3332069909454622, + "FN": 12938, + "FP": 2895, + "IoU": 0.19990904037596643, + "TN": 78515, + "TP": 3956, + "n_pred": 6851, + "n_ref": 16894 + }, + "8": { + "Dice": 0.8514651397777029, + "FN": 13, + "FP": 428, + "IoU": 0.7413489736070381, + "TN": 96599, + "TP": 1264, + "n_pred": 1692, + "n_ref": 1277 + }, + "9": { + "Dice": 0.5882352941176471, + "FN": 5, + "FP": 2, + "IoU": 0.4166666666666667, + "TN": 98292, + "TP": 5, + "n_pred": 7, + "n_ref": 10 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0172.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0172.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 3949, + "FP": 0, + "IoU": 0.0, + "TN": 94355, + "TP": 0, + "n_pred": 0, + "n_ref": 3949 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 1483, + "FP": 126, + "IoU": 0.0, + "TN": 96695, + "TP": 0, + "n_pred": 126, + "n_ref": 1483 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.7296621785052003, + "FN": 3109, + "FP": 244, + "IoU": 0.5743843615130744, + "TN": 90426, + "TP": 4525, + "n_pred": 4769, + "n_ref": 7634 + }, + "15": { + "Dice": 0.4158073621752405, + "FN": 1758, + "FP": 8383, + "IoU": 0.26247272727272725, + "TN": 84554, + "TP": 3609, + "n_pred": 11992, + "n_ref": 5367 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 6977, + "IoU": 0.0, + "TN": 91327, + "TP": 0, + "n_pred": 6977, + "n_ref": 0 + }, + "3": { + "Dice": 0.7089121273606992, + "FN": 4975, + "FP": 2485, + "IoU": 0.5490812379110251, + "TN": 81760, + "TP": 9084, + "n_pred": 11569, + "n_ref": 14059 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 70, + "FP": 0, + "IoU": 0.0, + "TN": 98234, + "TP": 0, + "n_pred": 0, + "n_ref": 70 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 909, + "IoU": 0.0, + "TN": 97395, + "TP": 0, + "n_pred": 909, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0173.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0173.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3209726443768997, + "FN": 3343, + "FP": 8, + "IoU": 0.19116582186821143, + "TN": 94161, + "TP": 792, + "n_pred": 800, + "n_ref": 4135 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 181, + "IoU": 0.0, + "TN": 98123, + "TP": 0, + "n_pred": 181, + "n_ref": 0 + }, + "11": { + "Dice": 0.3710691823899371, + "FN": 1600, + "FP": 0, + "IoU": 0.2277992277992278, + "TN": 96232, + "TP": 472, + "n_pred": 472, + "n_ref": 2072 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 26, + "IoU": 0.0, + "TN": 98278, + "TP": 0, + "n_pred": 26, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7686456792731883, + "FN": 1089, + "FP": 6, + "IoU": 0.6242278654770076, + "TN": 95390, + "TP": 1819, + "n_pred": 1825, + "n_ref": 2908 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 952, + "IoU": 0.0, + "TN": 97352, + "TP": 0, + "n_pred": 952, + "n_ref": 0 + }, + "4": { + "Dice": 0.9355438738374444, + "FN": 205, + "FP": 592, + "IoU": 0.8788937851390366, + "TN": 91723, + "TP": 5784, + "n_pred": 6376, + "n_ref": 5989 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6574375678610206, + "FN": 1802, + "FP": 4508, + "IoU": 0.48968863728265266, + "TN": 85939, + "TP": 6055, + "n_pred": 10563, + "n_ref": 7857 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 2025, + "IoU": 0.0, + "TN": 96279, + "TP": 0, + "n_pred": 2025, + "n_ref": 0 + }, + "8": { + "Dice": 0.9364155844155844, + "FN": 2406, + "FP": 42, + "IoU": 0.8804337208166455, + "TN": 77830, + "TP": 18026, + "n_pred": 18068, + "n_ref": 20432 + }, + "9": { + "Dice": 0.08155778185409905, + "FN": 6471, + "FP": 38, + "IoU": 0.04251250367755222, + "TN": 91506, + "TP": 289, + "n_pred": 327, + "n_ref": 6760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0181.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0181.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 136, + "FP": 319, + "IoU": 0.0, + "TN": 130617, + "TP": 0, + "n_pred": 319, + "n_ref": 136 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 1788, + "FP": 0, + "IoU": 0.0, + "TN": 129284, + "TP": 0, + "n_pred": 0, + "n_ref": 1788 + }, + "13": { + "Dice": 0.0, + "FN": 3703, + "FP": 222, + "IoU": 0.0, + "TN": 127147, + "TP": 0, + "n_pred": 222, + "n_ref": 3703 + }, + "14": { + "Dice": 0.24731951393852752, + "FN": 7437, + "FP": 987, + "IoU": 0.14110929853181076, + "TN": 121264, + "TP": 1384, + "n_pred": 2371, + "n_ref": 8821 + }, + "15": { + "Dice": 0.4063608115518187, + "FN": 2672, + "FP": 13567, + "IoU": 0.25498921869982105, + "TN": 109275, + "TP": 5558, + "n_pred": 19125, + "n_ref": 8230 + }, + "2": { + "Dice": 0.9449150514477148, + "FN": 144, + "FP": 1007, + "IoU": 0.8955819649823097, + "TN": 120049, + "TP": 9872, + "n_pred": 10879, + "n_ref": 10016 + }, + "3": { + "Dice": 0.0, + "FN": 1290, + "FP": 0, + "IoU": 0.0, + "TN": 129782, + "TP": 0, + "n_pred": 0, + "n_ref": 1290 + }, + "4": { + "Dice": 0.09705596894208994, + "FN": 2791, + "FP": 0, + "IoU": 0.05100306018361102, + "TN": 128131, + "TP": 150, + "n_pred": 150, + "n_ref": 2941 + }, + "5": { + "Dice": 0.0, + "FN": 206, + "FP": 0, + "IoU": 0.0, + "TN": 130866, + "TP": 0, + "n_pred": 0, + "n_ref": 206 + }, + "6": { + "Dice": 0.870048309178744, + "FN": 1309, + "FP": 305, + "IoU": 0.7699871740059855, + "TN": 124055, + "TP": 5403, + "n_pred": 5708, + "n_ref": 6712 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 317, + "IoU": 0.0, + "TN": 130755, + "TP": 0, + "n_pred": 317, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0192.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.2627309598918432, + "FN": 334, + "FP": 2938, + "IoU": 0.15123216601815823, + "TN": 94449, + "TP": 583, + "n_pred": 3521, + "n_ref": 917 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 44, + "IoU": 0.0, + "TN": 98260, + "TP": 0, + "n_pred": 44, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 10, + "IoU": 0.0, + "TN": 98294, + "TP": 0, + "n_pred": 10, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 4547, + "IoU": 0.0, + "TN": 93757, + "TP": 0, + "n_pred": 4547, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 18, + "IoU": 0.0, + "TN": 98286, + "TP": 0, + "n_pred": 18, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7477954144620811, + "FN": 145, + "FP": 284, + "IoU": 0.5971830985915493, + "TN": 97239, + "TP": 636, + "n_pred": 920, + "n_ref": 781 + }, + "7": { + "Dice": 0.8356559346468044, + "FN": 349, + "FP": 2387, + "IoU": 0.717705323978539, + "TN": 88612, + "TP": 6956, + "n_pred": 9343, + "n_ref": 7305 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 98301, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "9": { + "Dice": 0.5541813898704359, + "FN": 843, + "FP": 2185, + "IoU": 0.38329938900203664, + "TN": 93394, + "TP": 1882, + "n_pred": 4067, + "n_ref": 2725 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0226.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0226.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.07313195548489666, + "FN": 1166, + "FP": 0, + "IoU": 0.037953795379537955, + "TN": 113476, + "TP": 46, + "n_pred": 46, + "n_ref": 1212 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 94, + "IoU": 0.0, + "TN": 114594, + "TP": 0, + "n_pred": 94, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9153231269475681, + "FN": 1341, + "FP": 1159, + "IoU": 0.8438670996752435, + "TN": 98676, + "TP": 13512, + "n_pred": 14671, + "n_ref": 14853 + }, + "5": { + "Dice": 0.09022556390977443, + "FN": 0, + "FP": 242, + "IoU": 0.047244094488188976, + "TN": 114434, + "TP": 12, + "n_pred": 254, + "n_ref": 12 + }, + "6": { + "Dice": 0.8759112765627424, + "FN": 885, + "FP": 715, + "IoU": 0.7792189871671036, + "TN": 107441, + "TP": 5647, + "n_pred": 6362, + "n_ref": 6532 + }, + "7": { + "Dice": 0.3886701872299568, + "FN": 4492, + "FP": 1875, + "IoU": 0.24121082111786438, + "TN": 106297, + "TP": 2024, + "n_pred": 3899, + "n_ref": 6516 + }, + "8": { + "Dice": 0.9107929515418502, + "FN": 54, + "FP": 108, + "IoU": 0.8361981799797775, + "TN": 113699, + "TP": 827, + "n_pred": 935, + "n_ref": 881 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0263.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0263.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6584947095228588, + "FN": 8216, + "FP": 337, + "IoU": 0.4908625513423418, + "TN": 97889, + "TP": 8246, + "n_pred": 8583, + "n_ref": 16462 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 402, + "IoU": 0.0, + "TN": 114286, + "TP": 0, + "n_pred": 402, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 31, + "IoU": 0.0, + "TN": 114657, + "TP": 0, + "n_pred": 31, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 149, + "IoU": 0.0, + "TN": 114539, + "TP": 0, + "n_pred": 149, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1335, + "IoU": 0.0, + "TN": 113353, + "TP": 0, + "n_pred": 1335, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.5522174535050072, + "FN": 278, + "FP": 35, + "IoU": 0.3814229249011858, + "TN": 114182, + "TP": 193, + "n_pred": 228, + "n_ref": 471 + }, + "6": { + "Dice": 0.0, + "FN": 3117, + "FP": 8008, + "IoU": 0.0, + "TN": 103563, + "TP": 0, + "n_pred": 8008, + "n_ref": 3117 + }, + "7": { + "Dice": 0.0, + "FN": 742, + "FP": 0, + "IoU": 0.0, + "TN": 113946, + "TP": 0, + "n_pred": 0, + "n_ref": 742 + }, + "8": { + "Dice": 0.9721979367022207, + "FN": 448, + "FP": 29, + "IoU": 0.9458999659748214, + "TN": 105871, + "TP": 8340, + "n_pred": 8369, + "n_ref": 8788 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0317.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0317.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7994374874439162, + "FN": 12, + "FP": 2983, + "IoU": 0.6658857652833556, + "TN": 89340, + "TP": 5969, + "n_pred": 8952, + "n_ref": 5981 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 195, + "IoU": 0.0, + "TN": 98109, + "TP": 0, + "n_pred": 195, + "n_ref": 0 + }, + "13": { + "Dice": 0.16687737041719342, + "FN": 255, + "FP": 404, + "IoU": 0.0910344827586207, + "TN": 97579, + "TP": 66, + "n_pred": 470, + "n_ref": 321 + }, + "14": { + "Dice": 0.920971355901411, + "FN": 1207, + "FP": 98, + "IoU": 0.8535189134583006, + "TN": 89395, + "TP": 7604, + "n_pred": 7702, + "n_ref": 8811 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 25, + "IoU": 0.0, + "TN": 98279, + "TP": 0, + "n_pred": 25, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.1523579201934704, + "FN": 2049, + "FP": 54, + "IoU": 0.0824607329842932, + "TN": 96012, + "TP": 189, + "n_pred": 243, + "n_ref": 2238 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 1139, + "IoU": 0.0, + "TN": 97165, + "TP": 0, + "n_pred": 1139, + "n_ref": 0 + }, + "7": { + "Dice": 0.24369215164194244, + "FN": 5896, + "FP": 69, + "IoU": 0.13875252671094426, + "TN": 91378, + "TP": 961, + "n_pred": 1030, + "n_ref": 6857 + }, + "8": { + "Dice": 0.8307455126087435, + "FN": 23, + "FP": 1514, + "IoU": 0.7104916180071577, + "TN": 92995, + "TP": 3772, + "n_pred": 5286, + "n_ref": 3795 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0341.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0341.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8917864193563197, + "FN": 1571, + "FP": 786, + "IoU": 0.8047062722677936, + "TN": 102619, + "TP": 9712, + "n_pred": 10498, + "n_ref": 11283 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 114686, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 4, + "FP": 0, + "IoU": 0.0, + "TN": 114684, + "TP": 0, + "n_pred": 0, + "n_ref": 4 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 755, + "IoU": 0.0, + "TN": 113933, + "TP": 0, + "n_pred": 755, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 704, + "IoU": 0.0, + "TN": 113984, + "TP": 0, + "n_pred": 704, + "n_ref": 0 + }, + "2": { + "Dice": 0.3692151641942437, + "FN": 9368, + "FP": 582, + "IoU": 0.226403358731146, + "TN": 101826, + "TP": 2912, + "n_pred": 3494, + "n_ref": 12280 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 4096, + "IoU": 0.0, + "TN": 110592, + "TP": 0, + "n_pred": 4096, + "n_ref": 0 + }, + "4": { + "Dice": 0.7474646716541978, + "FN": 251, + "FP": 1268, + "IoU": 0.5967613485532254, + "TN": 110921, + "TP": 2248, + "n_pred": 3516, + "n_ref": 2499 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8813010156396037, + "FN": 67, + "FP": 1838, + "IoU": 0.7877910214993873, + "TN": 105711, + "TP": 7072, + "n_pred": 8910, + "n_ref": 7139 + }, + "7": { + "Dice": 0.23691570115860966, + "FN": 1408, + "FP": 2412, + "IoU": 0.1343757081350555, + "TN": 110275, + "TP": 593, + "n_pred": 3005, + "n_ref": 2001 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0351.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0351.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3924050632911392, + "FN": 8, + "FP": 88, + "IoU": 0.2440944881889764, + "TN": 114561, + "TP": 31, + "n_pred": 119, + "n_ref": 39 + }, + "10": { + "Dice": 0.7530343897505057, + "FN": 1532, + "FP": 1398, + "IoU": 0.6038934703258078, + "TN": 107291, + "TP": 4467, + "n_pred": 5865, + "n_ref": 5999 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.37982280651614747, + "FN": 829, + "FP": 3511, + "IoU": 0.2344328805785853, + "TN": 109019, + "TP": 1329, + "n_pred": 4840, + "n_ref": 2158 + }, + "14": { + "Dice": 0.7893249607535322, + "FN": 1167, + "FP": 846, + "IoU": 0.6519709543568465, + "TN": 108904, + "TP": 3771, + "n_pred": 4617, + "n_ref": 4938 + }, + "15": { + "Dice": 0.8611895259417891, + "FN": 1060, + "FP": 1792, + "IoU": 0.7562184802119839, + "TN": 102989, + "TP": 8847, + "n_pred": 10639, + "n_ref": 9907 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.965522977750052, + "FN": 399, + "FP": 430, + "IoU": 0.9333440540323229, + "TN": 102251, + "TP": 11608, + "n_pred": 12038, + "n_ref": 12007 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 1078, + "IoU": 0.0, + "TN": 113610, + "TP": 0, + "n_pred": 1078, + "n_ref": 0 + }, + "7": { + "Dice": 0.29791666666666666, + "FN": 1346, + "FP": 2, + "IoU": 0.17503059975520197, + "TN": 113054, + "TP": 286, + "n_pred": 288, + "n_ref": 1632 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8934801435110726, + "FN": 71, + "FP": 790, + "IoU": 0.807468694096601, + "TN": 110216, + "TP": 3611, + "n_pred": 4401, + "n_ref": 3682 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0358.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0358.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9792247276412465, + "FN": 268, + "FP": 60, + "IoU": 0.959295110449243, + "TN": 106630, + "TP": 7730, + "n_pred": 7790, + "n_ref": 7998 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 1095, + "FP": 80, + "IoU": 0.0, + "TN": 113513, + "TP": 0, + "n_pred": 80, + "n_ref": 1095 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.9702963680711016, + "FN": 835, + "FP": 54, + "IoU": 0.942306444285807, + "TN": 99279, + "TP": 14520, + "n_pred": 14574, + "n_ref": 15355 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 5319, + "IoU": 0.0, + "TN": 109369, + "TP": 0, + "n_pred": 5319, + "n_ref": 0 + }, + "3": { + "Dice": 0.7176574282636372, + "FN": 5764, + "FP": 2, + "IoU": 0.5596456392240721, + "TN": 101594, + "TP": 7328, + "n_pred": 7330, + "n_ref": 13092 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 834, + "IoU": 0.0, + "TN": 113854, + "TP": 0, + "n_pred": 834, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9630290061816452, + "FN": 97, + "FP": 525, + "IoU": 0.928694256563109, + "TN": 105965, + "TP": 8101, + "n_pred": 8626, + "n_ref": 8198 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 81, + "IoU": 0.0, + "TN": 114607, + "TP": 0, + "n_pred": 81, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 98, + "IoU": 0.0, + "TN": 114590, + "TP": 0, + "n_pred": 98, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0371.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0371.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 138, + "FP": 0, + "IoU": 0.0, + "TN": 98166, + "TP": 0, + "n_pred": 0, + "n_ref": 138 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8617853879464463, + "FN": 1065, + "FP": 2414, + "IoU": 0.7571378708551484, + "TN": 83979, + "TP": 10846, + "n_pred": 13260, + "n_ref": 11911 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 13, + "IoU": 0.0, + "TN": 98291, + "TP": 0, + "n_pred": 13, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.730816077953715, + "FN": 21, + "FP": 200, + "IoU": 0.5758157389635317, + "TN": 97783, + "TP": 300, + "n_pred": 500, + "n_ref": 321 + }, + "6": { + "Dice": 0.6653950953678475, + "FN": 126, + "FP": 1102, + "IoU": 0.4985708452429563, + "TN": 95855, + "TP": 1221, + "n_pred": 2323, + "n_ref": 1347 + }, + "7": { + "Dice": 0.77531603752808, + "FN": 4896, + "FP": 205, + "IoU": 0.6330743777873687, + "TN": 84402, + "TP": 8801, + "n_pred": 9006, + "n_ref": 13697 + }, + "8": { + "Dice": 0.9395945171209673, + "FN": 424, + "FP": 735, + "IoU": 0.8860709721812642, + "TN": 88131, + "TP": 9014, + "n_pred": 9749, + "n_ref": 9438 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0383.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0383.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 48, + "IoU": 0.0, + "TN": 131024, + "TP": 0, + "n_pred": 48, + "n_ref": 0 + }, + "10": { + "Dice": 0.9525967235970721, + "FN": 258, + "FP": 14, + "IoU": 0.9094841930116473, + "TN": 128067, + "TP": 2733, + "n_pred": 2747, + "n_ref": 2991 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8972889432674351, + "FN": 107, + "FP": 1488, + "IoU": 0.8137117495912171, + "TN": 122510, + "TP": 6967, + "n_pred": 8455, + "n_ref": 7074 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9308732337094643, + "FN": 902, + "FP": 458, + "IoU": 0.8706855567176952, + "TN": 120555, + "TP": 9157, + "n_pred": 9615, + "n_ref": 10059 + }, + "7": { + "Dice": 0.9167338254730666, + "FN": 2531, + "FP": 52, + "IoU": 0.8462683013926914, + "TN": 114270, + "TP": 14219, + "n_pred": 14271, + "n_ref": 16750 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0398.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0398.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 370, + "IoU": 0.0, + "TN": 97934, + "TP": 0, + "n_pred": 370, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 252, + "IoU": 0.0, + "TN": 98052, + "TP": 0, + "n_pred": 252, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7801899592944369, + "FN": 848, + "FP": 772, + "IoU": 0.639599555061179, + "TN": 93809, + "TP": 2875, + "n_pred": 3647, + "n_ref": 3723 + }, + "6": { + "Dice": 0.697409035637452, + "FN": 5456, + "FP": 1014, + "IoU": 0.5354014074393222, + "TN": 84378, + "TP": 7456, + "n_pred": 8470, + "n_ref": 12912 + }, + "7": { + "Dice": 0.8321490604768672, + "FN": 455, + "FP": 608, + "IoU": 0.7125473228772309, + "TN": 94606, + "TP": 2635, + "n_pred": 3243, + "n_ref": 3090 + }, + "8": { + "Dice": 0.958827634333566, + "FN": 443, + "FP": 147, + "IoU": 0.920911528150134, + "TN": 90844, + "TP": 6870, + "n_pred": 7017, + "n_ref": 7313 + }, + "9": { + "Dice": 0.6737425011536686, + "FN": 1181, + "FP": 1647, + "IoU": 0.5080027835768963, + "TN": 92556, + "TP": 2920, + "n_pred": 4567, + "n_ref": 4101 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0403.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0403.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": 0.35861940977054124, + "FN": 746.8222222222222, + "FP": 769.2422222222223, + "IoU": 0.29738236825437725, + "TN": 103592.75111111111, + "TP": 1387.1844444444446, + "n_pred": 2156.4266666666667, + "n_ref": 2134.0066666666667 + }, + "mean": { + "1": { + "Dice": 0.2563802740996392, + "FN": 529.2666666666667, + "FP": 729.7, + "IoU": 0.2185225834172846, + "TN": 104195.93333333333, + "TP": 1041.1, + "n_pred": 1770.8, + "n_ref": 1570.3666666666666 + }, + "10": { + "Dice": 0.20628198656998029, + "FN": 1149.3333333333333, + "FP": 582.4333333333333, + "IoU": 0.1425031766782253, + "TN": 104298.96666666666, + "TP": 465.26666666666665, + "n_pred": 1047.7, + "n_ref": 1614.6 + }, + "11": { + "Dice": 0.2974868283796535, + "FN": 115.43333333333334, + "FP": 110.46666666666667, + "IoU": 0.23136418457810437, + "TN": 105990.16666666667, + "TP": 279.93333333333334, + "n_pred": 390.4, + "n_ref": 395.3666666666667 + }, + "12": { + "Dice": 0.23536455066200482, + "FN": 117.2, + "FP": 78.9, + "IoU": 0.18283669899205562, + "TN": 106136.93333333333, + "TP": 162.96666666666667, + "n_pred": 241.86666666666667, + "n_ref": 280.1666666666667 + }, + "13": { + "Dice": 0.13321423060877408, + "FN": 1068.5, + "FP": 501.4, + "IoU": 0.09706797706517684, + "TN": 104505.06666666667, + "TP": 421.03333333333336, + "n_pred": 922.4333333333333, + "n_ref": 1489.5333333333333 + }, + "14": { + "Dice": 0.47939777452933896, + "FN": 812.8, + "FP": 820.5666666666667, + "IoU": 0.4108356336461103, + "TN": 102573.93333333333, + "TP": 2288.7, + "n_pred": 3109.266666666667, + "n_ref": 3101.5 + }, + "15": { + "Dice": 0.4725439076016596, + "FN": 689.2666666666667, + "FP": 691.1, + "IoU": 0.39128676360959597, + "TN": 103258.46666666666, + "TP": 1857.1666666666667, + "n_pred": 2548.266666666667, + "n_ref": 2546.4333333333334 + }, + "2": { + "Dice": 0.20437932695487124, + "FN": 1047.0, + "FP": 930.4666666666667, + "IoU": 0.165014952142327, + "TN": 104014.6, + "TP": 503.93333333333334, + "n_pred": 1434.4, + "n_ref": 1550.9333333333334 + }, + "3": { + "Dice": 0.4828518149466589, + "FN": 1244.4, + "FP": 803.4666666666667, + "IoU": 0.4301277274896355, + "TN": 101715.6, + "TP": 2732.5333333333333, + "n_pred": 3536.0, + "n_ref": 3976.9333333333334 + }, + "4": { + "Dice": 0.26970609882347885, + "FN": 457.4, + "FP": 486.06666666666666, + "IoU": 0.2192899441467561, + "TN": 104965.36666666667, + "TP": 587.1666666666666, + "n_pred": 1073.2333333333333, + "n_ref": 1044.5666666666666 + }, + "5": { + "Dice": 0.30989985921700186, + "FN": 617.1, + "FP": 288.9, + "IoU": 0.22078668555825734, + "TN": 105179.8, + "TP": 410.2, + "n_pred": 699.1, + "n_ref": 1027.3 + }, + "6": { + "Dice": 0.6344251227251801, + "FN": 1417.0666666666666, + "FP": 2223.133333333333, + "IoU": 0.5570162475982633, + "TN": 97522.7, + "TP": 5333.1, + "n_pred": 7556.233333333334, + "n_ref": 6750.166666666667 + }, + "7": { + "Dice": 0.26719025611666253, + "FN": 1165.9333333333334, + "FP": 2128.2, + "IoU": 0.2105787508382603, + "TN": 102057.16666666667, + "TP": 1144.7, + "n_pred": 3272.9, + "n_ref": 2310.633333333333 + }, + "8": { + "Dice": 0.7955828468520183, + "FN": 485.5, + "FP": 463.0, + "IoU": 0.7025637371552544, + "TN": 102786.4, + "TP": 2761.1, + "n_pred": 3224.1, + "n_ref": 3246.6 + }, + "9": { + "Dice": 0.3345862684711963, + "FN": 286.1333333333333, + "FP": 700.8333333333334, + "IoU": 0.28094046090035096, + "TN": 104690.16666666667, + "TP": 818.8666666666667, + "n_pred": 1519.7, + "n_ref": 1105.0 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.3032258064516129, + "FN": 215, + "FP": 1, + "IoU": 0.17870722433460076, + "TN": 114425, + "TP": 47, + "n_pred": 48, + "n_ref": 262 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 67, + "IoU": 0.0, + "TN": 114621, + "TP": 0, + "n_pred": 67, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 127, + "IoU": 0.0, + "TN": 114561, + "TP": 0, + "n_pred": 127, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 18, + "IoU": 0.0, + "TN": 114670, + "TP": 0, + "n_pred": 18, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.9706182222634164, + "FN": 233, + "FP": 401, + "IoU": 0.9429137403205474, + "TN": 103582, + "TP": 10472, + "n_pred": 10873, + "n_ref": 10705 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 301, + "IoU": 0.0, + "TN": 114387, + "TP": 0, + "n_pred": 301, + "n_ref": 0 + }, + "3": { + "Dice": 0.9607636036458944, + "FN": 521, + "FP": 482, + "IoU": 0.9244899495595874, + "TN": 101405, + "TP": 12280, + "n_pred": 12762, + "n_ref": 12801 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 613, + "IoU": 0.0, + "TN": 114075, + "TP": 0, + "n_pred": 613, + "n_ref": 0 + }, + "5": { + "Dice": 0.06494688922610015, + "FN": 2953, + "FP": 128, + "IoU": 0.0335633626097867, + "TN": 111500, + "TP": 107, + "n_pred": 235, + "n_ref": 3060 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 230, + "IoU": 0.0, + "TN": 114458, + "TP": 0, + "n_pred": 230, + "n_ref": 0 + }, + "7": { + "Dice": 0.8944950783813344, + "FN": 2834, + "FP": 60, + "IoU": 0.8091280833663105, + "TN": 99526, + "TP": 12268, + "n_pred": 12328, + "n_ref": 15102 + }, + "8": { + "Dice": 0.3654850233580654, + "FN": 78, + "FP": 4540, + "IoU": 0.22360457296570277, + "TN": 108740, + "TP": 1330, + "n_pred": 5870, + "n_ref": 1408 + }, + "9": { + "Dice": 0.2730401529636711, + "FN": 1874, + "FP": 27, + "IoU": 0.15810451727192207, + "TN": 112430, + "TP": 357, + "n_pred": 384, + "n_ref": 2231 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0004.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0004.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.3436754176610978, + "FN": 1475, + "FP": 175, + "IoU": 0.207492795389049, + "TN": 79838, + "TP": 432, + "n_pred": 607, + "n_ref": 1907 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 10, + "IoU": 0.0, + "TN": 81910, + "TP": 0, + "n_pred": 10, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.6938144329896907, + "FN": 128, + "FP": 6406, + "IoU": 0.5311760063141279, + "TN": 67983, + "TP": 7403, + "n_pred": 13809, + "n_ref": 7531 + }, + "15": { + "Dice": 0.7790563866513234, + "FN": 1462, + "FP": 1610, + "IoU": 0.6380772855796418, + "TN": 73432, + "TP": 5416, + "n_pred": 7026, + "n_ref": 6878 + }, + "2": { + "Dice": 0.7258320126782885, + "FN": 100, + "FP": 73, + "IoU": 0.5696517412935324, + "TN": 81518, + "TP": 229, + "n_pred": 302, + "n_ref": 329 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 20, + "IoU": 0.0, + "TN": 81900, + "TP": 0, + "n_pred": 20, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9073808385142675, + "FN": 389, + "FP": 192, + "IoU": 0.8304639626495477, + "TN": 78493, + "TP": 2846, + "n_pred": 3038, + "n_ref": 3235 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 18, + "FP": 11, + "IoU": 0.0, + "TN": 81891, + "TP": 0, + "n_pred": 11, + "n_ref": 18 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0005.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0005.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 163, + "IoU": 0.0, + "TN": 98141, + "TP": 0, + "n_pred": 163, + "n_ref": 0 + }, + "10": { + "Dice": 0.3615819209039548, + "FN": 339, + "FP": 0, + "IoU": 0.2206896551724138, + "TN": 97869, + "TP": 96, + "n_pred": 96, + "n_ref": 435 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7751360641649957, + "FN": 799, + "FP": 1556, + "IoU": 0.6328344246959775, + "TN": 91890, + "TP": 4059, + "n_pred": 5615, + "n_ref": 4858 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1061, + "IoU": 0.0, + "TN": 97243, + "TP": 0, + "n_pred": 1061, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 226, + "FP": 0, + "IoU": 0.0, + "TN": 98078, + "TP": 0, + "n_pred": 0, + "n_ref": 226 + }, + "5": { + "Dice": 0.7129476584022039, + "FN": 696, + "FP": 867, + "IoU": 0.5539383561643836, + "TN": 94800, + "TP": 1941, + "n_pred": 2808, + "n_ref": 2637 + }, + "6": { + "Dice": 0.9494874184529357, + "FN": 390, + "FP": 152, + "IoU": 0.903832505322924, + "TN": 92668, + "TP": 5094, + "n_pred": 5246, + "n_ref": 5484 + }, + "7": { + "Dice": 0.7627404657441782, + "FN": 714, + "FP": 1395, + "IoU": 0.6164757228587016, + "TN": 92805, + "TP": 3390, + "n_pred": 4785, + "n_ref": 4104 + }, + "8": { + "Dice": 0.8948995363214838, + "FN": 88, + "FP": 184, + "IoU": 0.8097902097902098, + "TN": 96874, + "TP": 1158, + "n_pred": 1342, + "n_ref": 1246 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0007.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0007.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 17, + "IoU": 0.0, + "TN": 98287, + "TP": 0, + "n_pred": 17, + "n_ref": 0 + }, + "10": { + "Dice": 0.4271186440677966, + "FN": 152, + "FP": 17, + "IoU": 0.27155172413793105, + "TN": 98072, + "TP": 63, + "n_pred": 80, + "n_ref": 215 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6720606826801517, + "FN": 916, + "FP": 381, + "IoU": 0.506092916984006, + "TN": 95678, + "TP": 1329, + "n_pred": 1710, + "n_ref": 2245 + }, + "13": { + "Dice": 0.5225681262127732, + "FN": 2097, + "FP": 3562, + "IoU": 0.3537003197807218, + "TN": 89548, + "TP": 3097, + "n_pred": 6659, + "n_ref": 5194 + }, + "14": { + "Dice": 0.9556453908785515, + "FN": 572, + "FP": 207, + "IoU": 0.9150583360593174, + "TN": 89133, + "TP": 8392, + "n_pred": 8599, + "n_ref": 8964 + }, + "15": { + "Dice": 0.9187207170503158, + "FN": 1158, + "FP": 39, + "IoU": 0.8496608892238131, + "TN": 90342, + "TP": 6765, + "n_pred": 6804, + "n_ref": 7923 + }, + "2": { + "Dice": 0.02214022140221402, + "FN": 26, + "FP": 2624, + "IoU": 0.011194029850746268, + "TN": 95624, + "TP": 30, + "n_pred": 2654, + "n_ref": 56 + }, + "3": { + "Dice": 0.11236641221374045, + "FN": 2885, + "FP": 22, + "IoU": 0.059527660951148496, + "TN": 95213, + "TP": 184, + "n_pred": 206, + "n_ref": 3069 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 13, + "IoU": 0.0, + "TN": 98291, + "TP": 0, + "n_pred": 13, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 18, + "IoU": 0.0, + "TN": 98286, + "TP": 0, + "n_pred": 18, + "n_ref": 0 + }, + "8": { + "Dice": 0.6617161716171617, + "FN": 22, + "FP": 798, + "IoU": 0.49445129469790383, + "TN": 96682, + "TP": 802, + "n_pred": 1600, + "n_ref": 824 + }, + "9": { + "Dice": 0.5657015590200446, + "FN": 76, + "FP": 314, + "IoU": 0.3944099378881988, + "TN": 97660, + "TP": 254, + "n_pred": 568, + "n_ref": 330 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0035.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0035.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.6840390879478827, + "FN": 768, + "FP": 396, + "IoU": 0.5198019801980198, + "TN": 95880, + "TP": 1260, + "n_pred": 1656, + "n_ref": 2028 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 98300, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 350, + "IoU": 0.0, + "TN": 97954, + "TP": 0, + "n_pred": 350, + "n_ref": 0 + }, + "14": { + "Dice": 0.9562548562548563, + "FN": 1001, + "FP": 125, + "IoU": 0.9161765800640215, + "TN": 84871, + "TP": 12307, + "n_pred": 12432, + "n_ref": 13308 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 98303, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "2": { + "Dice": 0.859375, + "FN": 18, + "FP": 0, + "IoU": 0.7534246575342466, + "TN": 98231, + "TP": 55, + "n_pred": 55, + "n_ref": 73 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 498, + "IoU": 0.0, + "TN": 97806, + "TP": 0, + "n_pred": 498, + "n_ref": 0 + }, + "6": { + "Dice": 0.9569025120995621, + "FN": 320, + "FP": 428, + "IoU": 0.9173663278833407, + "TN": 89252, + "TP": 8304, + "n_pred": 8732, + "n_ref": 8624 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 658, + "IoU": 0.0, + "TN": 97646, + "TP": 0, + "n_pred": 658, + "n_ref": 0 + }, + "8": { + "Dice": 0.8608048758626871, + "FN": 1477, + "FP": 76, + "IoU": 0.7556254917387883, + "TN": 91949, + "TP": 4802, + "n_pred": 4878, + "n_ref": 6279 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0038.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0038.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 98302, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 13191, + "FP": 0, + "IoU": 0.0, + "TN": 85113, + "TP": 0, + "n_pred": 0, + "n_ref": 13191 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 75, + "FP": 0, + "IoU": 0.0, + "TN": 98229, + "TP": 0, + "n_pred": 0, + "n_ref": 75 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 361, + "IoU": 0.0, + "TN": 97943, + "TP": 0, + "n_pred": 361, + "n_ref": 0 + }, + "14": { + "Dice": 0.9668530207394048, + "FN": 274, + "FP": 645, + "IoU": 0.935832984220081, + "TN": 83982, + "TP": 13403, + "n_pred": 14048, + "n_ref": 13677 + }, + "15": { + "Dice": 0.10206896551724139, + "FN": 111, + "FP": 540, + "IoU": 0.05377906976744186, + "TN": 97616, + "TP": 37, + "n_pred": 577, + "n_ref": 148 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8192281651997292, + "FN": 2136, + "FP": 0, + "IoU": 0.6938073394495413, + "TN": 91328, + "TP": 4840, + "n_pred": 4840, + "n_ref": 6976 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 14090, + "IoU": 0.0, + "TN": 84214, + "TP": 0, + "n_pred": 14090, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0045.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0045.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 4292, + "IoU": 0.0, + "TN": 126780, + "TP": 0, + "n_pred": 4292, + "n_ref": 0 + }, + "10": { + "Dice": 0.006930693069306931, + "FN": 6018, + "FP": 0, + "IoU": 0.003477396920019871, + "TN": 125033, + "TP": 21, + "n_pred": 21, + "n_ref": 6039 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 131064, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 4195, + "FP": 0, + "IoU": 0.0, + "TN": 126877, + "TP": 0, + "n_pred": 0, + "n_ref": 4195 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.03111884532705497, + "FN": 9422, + "FP": 43, + "IoU": 0.015805344702090048, + "TN": 121455, + "TP": 152, + "n_pred": 195, + "n_ref": 9574 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 6498, + "IoU": 0.0, + "TN": 124574, + "TP": 0, + "n_pred": 6498, + "n_ref": 0 + }, + "4": { + "Dice": 0.5245302713987474, + "FN": 1784, + "FP": 38, + "IoU": 0.35550053059780684, + "TN": 128245, + "TP": 1005, + "n_pred": 1043, + "n_ref": 2789 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.5314439196072983, + "FN": 3628, + "FP": 6490, + "IoU": 0.36188193743693237, + "TN": 115216, + "TP": 5738, + "n_pred": 12228, + "n_ref": 9366 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 11, + "IoU": 0.0, + "TN": 131061, + "TP": 0, + "n_pred": 11, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7125677673730902, + "FN": 2138, + "FP": 3694, + "IoU": 0.5534798254344997, + "TN": 118011, + "TP": 7229, + "n_pred": 10923, + "n_ref": 9367 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0049.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0049.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 114683, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 92, + "IoU": 0.0, + "TN": 114596, + "TP": 0, + "n_pred": 92, + "n_ref": 0 + }, + "14": { + "Dice": 0.5384503561564181, + "FN": 404, + "FP": 2771, + "IoU": 0.368410582852596, + "TN": 109661, + "TP": 1852, + "n_pred": 4623, + "n_ref": 2256 + }, + "15": { + "Dice": 0.7494164821353761, + "FN": 4142, + "FP": 45, + "IoU": 0.5992534456355283, + "TN": 104240, + "TP": 6261, + "n_pred": 6306, + "n_ref": 10403 + }, + "2": { + "Dice": 0.26975932523812984, + "FN": 20083, + "FP": 3, + "IoU": 0.155908556059842, + "TN": 90892, + "TP": 3710, + "n_pred": 3713, + "n_ref": 23793 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 5039, + "IoU": 0.0, + "TN": 109649, + "TP": 0, + "n_pred": 5039, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 4528, + "IoU": 0.0, + "TN": 110160, + "TP": 0, + "n_pred": 4528, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9213703591910655, + "FN": 272, + "FP": 770, + "IoU": 0.8542045613544145, + "TN": 107541, + "TP": 6105, + "n_pred": 6875, + "n_ref": 6377 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1803, + "IoU": 0.0, + "TN": 112885, + "TP": 0, + "n_pred": 1803, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0058.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0058.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 60, + "IoU": 0.0, + "TN": 98244, + "TP": 0, + "n_pred": 60, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 258, + "IoU": 0.0, + "TN": 98046, + "TP": 0, + "n_pred": 258, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9814550641940085, + "FN": 189, + "FP": 97, + "IoU": 0.9635854341736695, + "TN": 90450, + "TP": 7568, + "n_pred": 7665, + "n_ref": 7757 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 7622, + "IoU": 0.0, + "TN": 90682, + "TP": 0, + "n_pred": 7622, + "n_ref": 0 + }, + "8": { + "Dice": 0.8550333846944016, + "FN": 444, + "FP": 1814, + "IoU": 0.7467758214646182, + "TN": 89387, + "TP": 6659, + "n_pred": 8473, + "n_ref": 7103 + }, + "9": { + "Dice": 0.11564330657409416, + "FN": 2808, + "FP": 5344, + "IoU": 0.06137017846862407, + "TN": 89619, + "TP": 533, + "n_pred": 5877, + "n_ref": 3341 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0059.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0059.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7397125525985027, + "FN": 251, + "FP": 4512, + "IoU": 0.5869395542450785, + "TN": 86773, + "TP": 6768, + "n_pred": 11280, + "n_ref": 7019 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.7744600938967137, + "FN": 595, + "FP": 606, + "IoU": 0.6319338032485443, + "TN": 95041, + "TP": 2062, + "n_pred": 2668, + "n_ref": 2657 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 82, + "IoU": 0.0, + "TN": 98222, + "TP": 0, + "n_pred": 82, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 18, + "IoU": 0.0, + "TN": 98286, + "TP": 0, + "n_pred": 18, + "n_ref": 0 + }, + "3": { + "Dice": 0.9377570605977515, + "FN": 193, + "FP": 34, + "IoU": 0.8828084667010841, + "TN": 96367, + "TP": 1710, + "n_pred": 1744, + "n_ref": 1903 + }, + "4": { + "Dice": 0.7620578778135049, + "FN": 1346, + "FP": 578, + "IoU": 0.6155844155844156, + "TN": 93299, + "TP": 3081, + "n_pred": 3659, + "n_ref": 4427 + }, + "5": { + "Dice": 0.7240168539325843, + "FN": 157, + "FP": 2201, + "IoU": 0.5674188222344524, + "TN": 92853, + "TP": 3093, + "n_pred": 5294, + "n_ref": 3250 + }, + "6": { + "Dice": 0.8320266351627108, + "FN": 8503, + "FP": 881, + "IoU": 0.712367816091954, + "TN": 65679, + "TP": 23241, + "n_pred": 24122, + "n_ref": 31744 + }, + "7": { + "Dice": 0.42608036391205456, + "FN": 874, + "FP": 1397, + "IoU": 0.27071290944123316, + "TN": 95190, + "TP": 843, + "n_pred": 2240, + "n_ref": 1717 + }, + "8": { + "Dice": 0.8834334157541505, + "FN": 59, + "FP": 601, + "IoU": 0.7912053147738057, + "TN": 95143, + "TP": 2501, + "n_pred": 3102, + "n_ref": 2560 + }, + "9": { + "Dice": 0.7530449913000249, + "FN": 895, + "FP": 3079, + "IoU": 0.6039071065483903, + "TN": 88271, + "TP": 6059, + "n_pred": 9138, + "n_ref": 6954 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0066.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0066.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 3550, + "IoU": 0.0, + "TN": 94754, + "TP": 0, + "n_pred": 3550, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 5794, + "IoU": 0.0, + "TN": 92510, + "TP": 0, + "n_pred": 5794, + "n_ref": 0 + }, + "3": { + "Dice": 0.1456953642384106, + "FN": 6100, + "FP": 350, + "IoU": 0.07857142857142857, + "TN": 91304, + "TP": 550, + "n_pred": 900, + "n_ref": 6650 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 40, + "IoU": 0.0, + "TN": 98264, + "TP": 0, + "n_pred": 40, + "n_ref": 0 + }, + "7": { + "Dice": 0.7520798668885191, + "FN": 3725, + "FP": 0, + "IoU": 0.6026666666666667, + "TN": 88929, + "TP": 5650, + "n_pred": 5650, + "n_ref": 9375 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0084.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0084.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 11, + "IoU": 0.0, + "TN": 98293, + "TP": 0, + "n_pred": 11, + "n_ref": 0 + }, + "10": { + "Dice": 0.013186813186813187, + "FN": 518, + "FP": 3074, + "IoU": 0.00663716814159292, + "TN": 94688, + "TP": 24, + "n_pred": 3098, + "n_ref": 542 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.07626636311895275, + "FN": 16230, + "FP": 0, + "IoU": 0.03964497041420118, + "TN": 81404, + "TP": 670, + "n_pred": 670, + "n_ref": 16900 + }, + "14": { + "Dice": 0.9099099099099099, + "FN": 6, + "FP": 14, + "IoU": 0.8347107438016529, + "TN": 98183, + "TP": 101, + "n_pred": 115, + "n_ref": 107 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.015810276679841896, + "FN": 95, + "FP": 2644, + "IoU": 0.00796812749003984, + "TN": 95543, + "TP": 22, + "n_pred": 2666, + "n_ref": 117 + }, + "3": { + "Dice": 0.7648448043184886, + "FN": 2746, + "FP": 42, + "IoU": 0.6192297186561049, + "TN": 90982, + "TP": 4534, + "n_pred": 4576, + "n_ref": 7280 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 98301, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "5": { + "Dice": 0.22430722234344316, + "FN": 3471, + "FP": 84, + "IoU": 0.12632096338166626, + "TN": 94235, + "TP": 514, + "n_pred": 598, + "n_ref": 3985 + }, + "6": { + "Dice": 0.6651611810534636, + "FN": 5803, + "FP": 128, + "IoU": 0.49830823887667064, + "TN": 86482, + "TP": 5891, + "n_pred": 6019, + "n_ref": 11694 + }, + "7": { + "Dice": 0.3254286756658154, + "FN": 610, + "FP": 1239, + "IoU": 0.19433551198257082, + "TN": 96009, + "TP": 446, + "n_pred": 1685, + "n_ref": 1056 + }, + "8": { + "Dice": 0.9137190082644628, + "FN": 79, + "FP": 1226, + "IoU": 0.8411442483262325, + "TN": 90089, + "TP": 6910, + "n_pred": 8136, + "n_ref": 6989 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 95, + "IoU": 0.0, + "TN": 98209, + "TP": 0, + "n_pred": 95, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0127.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0127.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8098315707011359, + "FN": 2885, + "FP": 999, + "IoU": 0.6804344248806977, + "TN": 86150, + "TP": 8270, + "n_pred": 9269, + "n_ref": 11155 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 163, + "FP": 0, + "IoU": 0.0, + "TN": 98141, + "TP": 0, + "n_pred": 0, + "n_ref": 163 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 98297, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "14": { + "Dice": 0.7759548833632401, + "FN": 1014, + "FP": 734, + "IoU": 0.6339267015706807, + "TN": 93529, + "TP": 3027, + "n_pred": 3761, + "n_ref": 4041 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 552, + "FP": 0, + "IoU": 0.0, + "TN": 97752, + "TP": 0, + "n_pred": 0, + "n_ref": 552 + }, + "6": { + "Dice": 0.8018129377832716, + "FN": 1340, + "FP": 103, + "IoU": 0.6691884456671252, + "TN": 93942, + "TP": 2919, + "n_pred": 3022, + "n_ref": 4259 + }, + "7": { + "Dice": 0.00444624090541633, + "FN": 4925, + "FP": 1, + "IoU": 0.002228073728985214, + "TN": 93367, + "TP": 11, + "n_pred": 12, + "n_ref": 4936 + }, + "8": { + "Dice": 0.8143609382479655, + "FN": 1813, + "FP": 126, + "IoU": 0.6868540051679587, + "TN": 92112, + "TP": 4253, + "n_pred": 4379, + "n_ref": 6066 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 1442, + "IoU": 0.0, + "TN": 96862, + "TP": 0, + "n_pred": 1442, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0133.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0133.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6639922815213528, + "FN": 6422, + "FP": 195, + "IoU": 0.4969973394146712, + "TN": 117917, + "TP": 6538, + "n_pred": 6733, + "n_ref": 12960 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 7581, + "IoU": 0.0, + "TN": 123491, + "TP": 0, + "n_pred": 7581, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 9, + "IoU": 0.0, + "TN": 131063, + "TP": 0, + "n_pred": 9, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 24, + "IoU": 0.0, + "TN": 131048, + "TP": 0, + "n_pred": 24, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 1345, + "FP": 2009, + "IoU": 0.0, + "TN": 127718, + "TP": 0, + "n_pred": 2009, + "n_ref": 1345 + }, + "15": { + "Dice": 0.19700350653490595, + "FN": 6319, + "FP": 1238, + "IoU": 0.10926449787835926, + "TN": 122588, + "TP": 927, + "n_pred": 2165, + "n_ref": 7246 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 131069, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "3": { + "Dice": 0.9217885758593952, + "FN": 967, + "FP": 546, + "IoU": 0.8549237702560168, + "TN": 120643, + "TP": 8916, + "n_pred": 9462, + "n_ref": 9883 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 131068, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "5": { + "Dice": 0.4046310178244211, + "FN": 4052, + "FP": 3096, + "IoU": 0.25362848491176776, + "TN": 121495, + "TP": 2429, + "n_pred": 5525, + "n_ref": 6481 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 3831, + "IoU": 0.0, + "TN": 127241, + "TP": 0, + "n_pred": 3831, + "n_ref": 0 + }, + "7": { + "Dice": 0.3973509933774834, + "FN": 2931, + "FP": 618, + "IoU": 0.24793388429752067, + "TN": 126353, + "TP": 1170, + "n_pred": 1788, + "n_ref": 4101 + }, + "8": { + "Dice": 0.9213396307428081, + "FN": 896, + "FP": 936, + "IoU": 0.8541517395111854, + "TN": 118511, + "TP": 10729, + "n_pred": 11665, + "n_ref": 11625 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 4323, + "IoU": 0.0, + "TN": 126749, + "TP": 0, + "n_pred": 4323, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0171.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0171.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.10200364298724955, + "FN": 13, + "FP": 480, + "IoU": 0.053742802303262956, + "TN": 97783, + "TP": 28, + "n_pred": 508, + "n_ref": 41 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 30, + "IoU": 0.0, + "TN": 98274, + "TP": 0, + "n_pred": 30, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.21627188465499486, + "FN": 3774, + "FP": 31, + "IoU": 0.12124711316397228, + "TN": 93974, + "TP": 525, + "n_pred": 556, + "n_ref": 4299 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 84, + "IoU": 0.0, + "TN": 98220, + "TP": 0, + "n_pred": 84, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 110, + "IoU": 0.0, + "TN": 98194, + "TP": 0, + "n_pred": 110, + "n_ref": 0 + }, + "3": { + "Dice": 0.8736958583623142, + "FN": 1376, + "FP": 222, + "IoU": 0.775719298245614, + "TN": 91179, + "TP": 5527, + "n_pred": 5749, + "n_ref": 6903 + }, + "4": { + "Dice": 0.10848287112561175, + "FN": 4372, + "FP": 0, + "IoU": 0.05735230702889176, + "TN": 93666, + "TP": 266, + "n_pred": 266, + "n_ref": 4638 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 188, + "IoU": 0.0, + "TN": 98116, + "TP": 0, + "n_pred": 188, + "n_ref": 0 + }, + "6": { + "Dice": 0.6424077537833702, + "FN": 57, + "FP": 2046, + "IoU": 0.47319639278557113, + "TN": 94312, + "TP": 1889, + "n_pred": 3935, + "n_ref": 1946 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 12579, + "IoU": 0.0, + "TN": 85725, + "TP": 0, + "n_pred": 12579, + "n_ref": 0 + }, + "8": { + "Dice": 0.6818181818181818, + "FN": 21, + "FP": 7, + "IoU": 0.5172413793103449, + "TN": 98246, + "TP": 30, + "n_pred": 37, + "n_ref": 51 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 29, + "IoU": 0.0, + "TN": 98275, + "TP": 0, + "n_pred": 29, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0175.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0175.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 98297, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 58, + "IoU": 0.0, + "TN": 98246, + "TP": 0, + "n_pred": 58, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9903335116818263, + "FN": 68, + "FP": 203, + "IoU": 0.9808521161591182, + "TN": 84151, + "TP": 13882, + "n_pred": 14085, + "n_ref": 13950 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9615969922119775, + "FN": 385, + "FP": 44, + "IoU": 0.9260344827586207, + "TN": 92504, + "TP": 5371, + "n_pred": 5415, + "n_ref": 5756 + }, + "9": { + "Dice": 0.9621872251978575, + "FN": 443, + "FP": 30, + "IoU": 0.9271298721306425, + "TN": 91813, + "TP": 6018, + "n_pred": 6048, + "n_ref": 6461 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0179.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0179.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.25906735751295334, + "FN": 69, + "FP": 2934, + "IoU": 0.1488095238095238, + "TN": 111160, + "TP": 525, + "n_pred": 3459, + "n_ref": 594 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.08795669824086604, + "FN": 110, + "FP": 2586, + "IoU": 0.04600141542816702, + "TN": 111862, + "TP": 130, + "n_pred": 2716, + "n_ref": 240 + }, + "15": { + "Dice": 0.6482275797465858, + "FN": 2, + "FP": 7133, + "IoU": 0.4795389889853381, + "TN": 100979, + "TP": 6574, + "n_pred": 13707, + "n_ref": 6576 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 114685, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "3": { + "Dice": 0.3327625570776256, + "FN": 4871, + "FP": 2143, + "IoU": 0.19958918178705923, + "TN": 105925, + "TP": 1749, + "n_pred": 3892, + "n_ref": 6620 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9529823721306079, + "FN": 463, + "FP": 1108, + "IoU": 0.9101875142922479, + "TN": 97196, + "TP": 15921, + "n_pred": 17029, + "n_ref": 16384 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0186.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0186.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 892, + "IoU": 0.0, + "TN": 113796, + "TP": 0, + "n_pred": 892, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 1, + "FP": 0, + "IoU": 0.0, + "TN": 114687, + "TP": 0, + "n_pred": 0, + "n_ref": 1 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7103254319003616, + "FN": 584, + "FP": 137, + "IoU": 0.550778816199377, + "TN": 113083, + "TP": 884, + "n_pred": 1021, + "n_ref": 1468 + }, + "14": { + "Dice": 0.0, + "FN": 6, + "FP": 0, + "IoU": 0.0, + "TN": 114682, + "TP": 0, + "n_pred": 0, + "n_ref": 6 + }, + "15": { + "Dice": 0.7280896032398911, + "FN": 4297, + "FP": 0, + "IoU": 0.5724378109452737, + "TN": 104638, + "TP": 5753, + "n_pred": 5753, + "n_ref": 10050 + }, + "2": { + "Dice": 0.9771000478189257, + "FN": 335, + "FP": 96, + "IoU": 0.955225431124039, + "TN": 105062, + "TP": 9195, + "n_pred": 9291, + "n_ref": 9530 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 18, + "IoU": 0.0, + "TN": 114670, + "TP": 0, + "n_pred": 18, + "n_ref": 0 + }, + "4": { + "Dice": 0.6583541147132169, + "FN": 603, + "FP": 356, + "IoU": 0.49070631970260226, + "TN": 112805, + "TP": 924, + "n_pred": 1280, + "n_ref": 1527 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9580651094353504, + "FN": 548, + "FP": 364, + "IoU": 0.9195057369814651, + "TN": 103358, + "TP": 10418, + "n_pred": 10782, + "n_ref": 10966 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 13, + "IoU": 0.0, + "TN": 114675, + "TP": 0, + "n_pred": 13, + "n_ref": 0 + }, + "8": { + "Dice": 0.9616879511382566, + "FN": 247, + "FP": 167, + "IoU": 0.9262032085561497, + "TN": 109078, + "TP": 5196, + "n_pred": 5363, + "n_ref": 5443 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0230.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0230.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 98297, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "11": { + "Dice": 0.8312673180691265, + "FN": 202, + "FP": 955, + "IoU": 0.7112553032193661, + "TN": 94297, + "TP": 2850, + "n_pred": 3805, + "n_ref": 3052 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.3374076561450638, + "FN": 1463, + "FP": 3470, + "IoU": 0.20294070124414285, + "TN": 92115, + "TP": 1256, + "n_pred": 4726, + "n_ref": 2719 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 3111, + "IoU": 0.0, + "TN": 95193, + "TP": 0, + "n_pred": 3111, + "n_ref": 0 + }, + "2": { + "Dice": 0.6474278544542033, + "FN": 1312, + "FP": 93, + "IoU": 0.47866419294990725, + "TN": 95609, + "TP": 1290, + "n_pred": 1383, + "n_ref": 2602 + }, + "3": { + "Dice": 0.9177237491190979, + "FN": 348, + "FP": 1520, + "IoU": 0.8479570242552499, + "TN": 86018, + "TP": 10418, + "n_pred": 11938, + "n_ref": 10766 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9534007195477129, + "FN": 656, + "FP": 432, + "IoU": 0.910951055819283, + "TN": 86086, + "TP": 11130, + "n_pred": 11562, + "n_ref": 11786 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8617940199335549, + "FN": 162, + "FP": 670, + "IoU": 0.7571511967308815, + "TN": 94878, + "TP": 2594, + "n_pred": 3264, + "n_ref": 2756 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0237.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0237.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.48879239525877244, + "FN": 8678, + "FP": 34, + "IoU": 0.32344490176283297, + "TN": 101811, + "TP": 4165, + "n_pred": 4199, + "n_ref": 12843 + }, + "10": { + "Dice": 0.7365720150530277, + "FN": 26, + "FP": 1514, + "IoU": 0.5829948551313295, + "TN": 110995, + "TP": 2153, + "n_pred": 3667, + "n_ref": 2179 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 114687, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5867084748715269, + "FN": 3578, + "FP": 1167, + "IoU": 0.4151362011586343, + "TN": 106575, + "TP": 3368, + "n_pred": 4535, + "n_ref": 6946 + }, + "14": { + "Dice": 0.0, + "FN": 16384, + "FP": 0, + "IoU": 0.0, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 16384 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1994, + "IoU": 0.0, + "TN": 112694, + "TP": 0, + "n_pred": 1994, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 352, + "IoU": 0.0, + "TN": 114336, + "TP": 0, + "n_pred": 352, + "n_ref": 0 + }, + "6": { + "Dice": 0.37163785525930265, + "FN": 2999, + "FP": 18447, + "IoU": 0.2282280120915503, + "TN": 86900, + "TP": 6342, + "n_pred": 24789, + "n_ref": 9341 + }, + "7": { + "Dice": 0.9331916589188471, + "FN": 382, + "FP": 121, + "IoU": 0.8747509960159362, + "TN": 110672, + "TP": 3513, + "n_pred": 3634, + "n_ref": 3895 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 42, + "FP": 0, + "IoU": 0.0, + "TN": 114646, + "TP": 0, + "n_pred": 0, + "n_ref": 42 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0268.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0268.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9548517520215634, + "FN": 279, + "FP": 123, + "IoU": 0.9136041263700838, + "TN": 110035, + "TP": 4251, + "n_pred": 4374, + "n_ref": 4530 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8337303477846594, + "FN": 140, + "FP": 209, + "IoU": 0.7148692810457516, + "TN": 113464, + "TP": 875, + "n_pred": 1084, + "n_ref": 1015 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9493958777540867, + "FN": 1572, + "FP": 564, + "IoU": 0.9036666215667704, + "TN": 92515, + "TP": 20037, + "n_pred": 20601, + "n_ref": 21609 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 536, + "IoU": 0.0, + "TN": 114152, + "TP": 0, + "n_pred": 536, + "n_ref": 0 + }, + "3": { + "Dice": 0.9208659947741694, + "FN": 650, + "FP": 198, + "IoU": 0.8533379453476306, + "TN": 108906, + "TP": 4934, + "n_pred": 5132, + "n_ref": 5584 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 12, + "IoU": 0.0, + "TN": 114676, + "TP": 0, + "n_pred": 12, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.7309076369452219, + "FN": 110, + "FP": 563, + "IoU": 0.5759294265910523, + "TN": 113101, + "TP": 914, + "n_pred": 1477, + "n_ref": 1024 + }, + "8": { + "Dice": 0.9011345218800648, + "FN": 32, + "FP": 29, + "IoU": 0.8200589970501475, + "TN": 114349, + "TP": 278, + "n_pred": 307, + "n_ref": 310 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0297.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0297.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.09159802306425041, + "FN": 4683, + "FP": 831, + "IoU": 0.047997237569060776, + "TN": 125280, + "TP": 278, + "n_pred": 1109, + "n_ref": 4961 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5946843853820598, + "FN": 244, + "FP": 0, + "IoU": 0.4231678486997636, + "TN": 130649, + "TP": 179, + "n_pred": 179, + "n_ref": 423 + }, + "13": { + "Dice": 0.0021996150673632116, + "FN": 780, + "FP": 2849, + "IoU": 0.0011010184420589045, + "TN": 127439, + "TP": 4, + "n_pred": 2853, + "n_ref": 784 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 9147, + "IoU": 0.0, + "TN": 121925, + "TP": 0, + "n_pred": 9147, + "n_ref": 0 + }, + "3": { + "Dice": 0.22199055620285768, + "FN": 9096, + "FP": 3591, + "IoU": 0.12485341794854107, + "TN": 116575, + "TP": 1810, + "n_pred": 5401, + "n_ref": 10906 + }, + "4": { + "Dice": 0.9207507129119968, + "FN": 792, + "FP": 403, + "IoU": 0.8531399778788251, + "TN": 122935, + "TP": 6942, + "n_pred": 7345, + "n_ref": 7734 + }, + "5": { + "Dice": 0.4701492537313433, + "FN": 280, + "FP": 4, + "IoU": 0.3073170731707317, + "TN": 130662, + "TP": 126, + "n_pred": 130, + "n_ref": 406 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.21822712709149164, + "FN": 320, + "FP": 4072, + "IoU": 0.12247752247752247, + "TN": 126067, + "TP": 613, + "n_pred": 4685, + "n_ref": 933 + }, + "8": { + "Dice": 0.7533837717776081, + "FN": 3248, + "FP": 305, + "IoU": 0.6043429844097995, + "TN": 122092, + "TP": 5427, + "n_pred": 5732, + "n_ref": 8675 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0299.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0299.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 18, + "FP": 896, + "IoU": 0.0, + "TN": 97390, + "TP": 0, + "n_pred": 896, + "n_ref": 18 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 86, + "IoU": 0.0, + "TN": 98218, + "TP": 0, + "n_pred": 86, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 28, + "IoU": 0.0, + "TN": 98276, + "TP": 0, + "n_pred": 28, + "n_ref": 0 + }, + "4": { + "Dice": 0.40244248792956544, + "FN": 4185, + "FP": 23, + "IoU": 0.2519111111111111, + "TN": 92679, + "TP": 1417, + "n_pred": 1440, + "n_ref": 5602 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9283423778983719, + "FN": 937, + "FP": 225, + "IoU": 0.8662676947865117, + "TN": 89615, + "TP": 7527, + "n_pred": 7752, + "n_ref": 8464 + }, + "7": { + "Dice": 0.834149755073478, + "FN": 863, + "FP": 322, + "IoU": 0.7154861944777912, + "TN": 94139, + "TP": 2980, + "n_pred": 3302, + "n_ref": 3843 + }, + "8": { + "Dice": 0.8341748909800322, + "FN": 2904, + "FP": 2876, + "IoU": 0.7155231814154936, + "TN": 77986, + "TP": 14538, + "n_pred": 17414, + "n_ref": 17442 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0320.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0320.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9343469246717346, + "FN": 11, + "FP": 84, + "IoU": 0.8767833981841764, + "TN": 97533, + "TP": 676, + "n_pred": 760, + "n_ref": 687 + }, + "10": { + "Dice": 0.15450643776824036, + "FN": 194, + "FP": 3, + "IoU": 0.08372093023255814, + "TN": 98089, + "TP": 18, + "n_pred": 21, + "n_ref": 212 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 28, + "IoU": 0.0, + "TN": 98276, + "TP": 0, + "n_pred": 28, + "n_ref": 0 + }, + "12": { + "Dice": 0.7730819245773732, + "FN": 1054, + "FP": 342, + "IoU": 0.6301006889242183, + "TN": 94530, + "TP": 2378, + "n_pred": 2720, + "n_ref": 3432 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 111, + "IoU": 0.0, + "TN": 98193, + "TP": 0, + "n_pred": 111, + "n_ref": 0 + }, + "3": { + "Dice": 0.972336106356725, + "FN": 618, + "FP": 77, + "IoU": 0.9461615926872724, + "TN": 85395, + "TP": 12214, + "n_pred": 12291, + "n_ref": 12832 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 98302, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 17, + "FP": 8033, + "IoU": 0.0, + "TN": 90254, + "TP": 0, + "n_pred": 8033, + "n_ref": 17 + }, + "8": { + "Dice": 0.9605974761782127, + "FN": 94, + "FP": 59, + "IoU": 0.9241823587710605, + "TN": 96286, + "TP": 1865, + "n_pred": 1924, + "n_ref": 1959 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0348.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0348.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 4366, + "IoU": 0.0, + "TN": 110322, + "TP": 0, + "n_pred": 4366, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 2179, + "IoU": 0.0, + "TN": 112509, + "TP": 0, + "n_pred": 2179, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 644, + "IoU": 0.0, + "TN": 114044, + "TP": 0, + "n_pred": 644, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1588, + "IoU": 0.0, + "TN": 113100, + "TP": 0, + "n_pred": 1588, + "n_ref": 0 + }, + "5": { + "Dice": 0.44457928802589, + "FN": 2746, + "FP": 0, + "IoU": 0.2858257477243173, + "TN": 110843, + "TP": 1099, + "n_pred": 1099, + "n_ref": 3845 + }, + "6": { + "Dice": 0.3291222396280762, + "FN": 4823, + "FP": 21729, + "IoU": 0.19697565401481928, + "TN": 81623, + "TP": 6513, + "n_pred": 28242, + "n_ref": 11336 + }, + "7": { + "Dice": 0.3217985452942473, + "FN": 655, + "FP": 8576, + "IoU": 0.19175203572366692, + "TN": 103267, + "TP": 2190, + "n_pred": 10766, + "n_ref": 2845 + }, + "8": { + "Dice": 0.8061664021763773, + "FN": 855, + "FP": 0, + "IoU": 0.6752753513102925, + "TN": 112055, + "TP": 1778, + "n_pred": 1778, + "n_ref": 2633 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 114680, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0349.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0349.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.18181818181818182, + "FN": 9, + "FP": 18, + "IoU": 0.1, + "TN": 114658, + "TP": 3, + "n_pred": 21, + "n_ref": 12 + }, + "12": { + "Dice": 0.0, + "FN": 854, + "FP": 99, + "IoU": 0.0, + "TN": 113735, + "TP": 0, + "n_pred": 99, + "n_ref": 854 + }, + "13": { + "Dice": 0.041237113402061855, + "FN": 0, + "FP": 1116, + "IoU": 0.021052631578947368, + "TN": 113548, + "TP": 24, + "n_pred": 1140, + "n_ref": 24 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.625, + "FN": 14, + "FP": 10, + "IoU": 0.45454545454545453, + "TN": 114644, + "TP": 20, + "n_pred": 30, + "n_ref": 34 + }, + "3": { + "Dice": 0.9281193490054249, + "FN": 315, + "FP": 3, + "IoU": 0.8658793757908055, + "TN": 112317, + "TP": 2053, + "n_pred": 2056, + "n_ref": 2368 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 15, + "IoU": 0.0, + "TN": 114673, + "TP": 0, + "n_pred": 15, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 76, + "FP": 0, + "IoU": 0.0, + "TN": 114612, + "TP": 0, + "n_pred": 0, + "n_ref": 76 + }, + "6": { + "Dice": 0.9169721589220252, + "FN": 1200, + "FP": 476, + "IoU": 0.8466745951879975, + "TN": 103757, + "TP": 9255, + "n_pred": 9731, + "n_ref": 10455 + }, + "7": { + "Dice": 0.0, + "FN": 509, + "FP": 126, + "IoU": 0.0, + "TN": 114053, + "TP": 0, + "n_pred": 126, + "n_ref": 509 + }, + "8": { + "Dice": 0.9610610440401293, + "FN": 458, + "FP": 0, + "IoU": 0.9250409165302782, + "TN": 108578, + "TP": 5652, + "n_pred": 5652, + "n_ref": 6110 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 12, + "IoU": 0.0, + "TN": 114676, + "TP": 0, + "n_pred": 12, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0350.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0350.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9848385754206552, + "FN": 33, + "FP": 222, + "IoU": 0.9701300222560618, + "TN": 106151, + "TP": 8282, + "n_pred": 8504, + "n_ref": 8315 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.2774869109947644, + "FN": 0, + "FP": 552, + "IoU": 0.16109422492401215, + "TN": 114030, + "TP": 106, + "n_pred": 658, + "n_ref": 106 + }, + "15": { + "Dice": 0.7168748239271293, + "FN": 210, + "FP": 5820, + "IoU": 0.5586943793911007, + "TN": 101024, + "TP": 7634, + "n_pred": 13454, + "n_ref": 7844 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.8429752066115702, + "FN": 6, + "FP": 13, + "IoU": 0.7285714285714285, + "TN": 114618, + "TP": 51, + "n_pred": 64, + "n_ref": 57 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8099277411247251, + "FN": 392, + "FP": 213, + "IoU": 0.6805702217529039, + "TN": 112794, + "TP": 1289, + "n_pred": 1502, + "n_ref": 1681 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 114684, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "9": { + "Dice": 0.8947028423772609, + "FN": 109, + "FP": 217, + "IoU": 0.8094681472822911, + "TN": 112977, + "TP": 1385, + "n_pred": 1602, + "n_ref": 1494 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0367.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0367.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 17, + "FP": 2, + "IoU": 0.0, + "TN": 98285, + "TP": 0, + "n_pred": 2, + "n_ref": 17 + }, + "10": { + "Dice": 0.3959914971150926, + "FN": 5071, + "FP": 2885, + "IoU": 0.2468761832639152, + "TN": 87740, + "TP": 2608, + "n_pred": 5493, + "n_ref": 7679 + }, + "11": { + "Dice": 0.7545818411628397, + "FN": 414, + "FP": 751, + "IoU": 0.6058863328822733, + "TN": 95348, + "TP": 1791, + "n_pred": 2542, + "n_ref": 2205 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 138, + "IoU": 0.0, + "TN": 98166, + "TP": 0, + "n_pred": 138, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 98296, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.11840228245363767, + "FN": 5, + "FP": 6175, + "IoU": 0.06292645943896892, + "TN": 91709, + "TP": 415, + "n_pred": 6590, + "n_ref": 420 + }, + "3": { + "Dice": 0.26157303370786517, + "FN": 6572, + "FP": 0, + "IoU": 0.15046535677352638, + "TN": 90568, + "TP": 1164, + "n_pred": 1164, + "n_ref": 7736 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.4162767379679144, + "FN": 434, + "FP": 6552, + "IoU": 0.2628468924765221, + "TN": 88827, + "TP": 2491, + "n_pred": 9043, + "n_ref": 2925 + }, + "7": { + "Dice": 0.0, + "FN": 2090, + "FP": 0, + "IoU": 0.0, + "TN": 96214, + "TP": 0, + "n_pred": 0, + "n_ref": 2090 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8838709677419355, + "FN": 19, + "FP": 17, + "IoU": 0.791907514450867, + "TN": 98131, + "TP": 137, + "n_pred": 154, + "n_ref": 156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0379.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0379.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 105, + "FP": 0, + "IoU": 0.0, + "TN": 98199, + "TP": 0, + "n_pred": 0, + "n_ref": 105 + }, + "10": { + "Dice": 0.07511737089201878, + "FN": 197, + "FP": 0, + "IoU": 0.03902439024390244, + "TN": 98099, + "TP": 8, + "n_pred": 8, + "n_ref": 205 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 177, + "IoU": 0.0, + "TN": 98127, + "TP": 0, + "n_pred": 177, + "n_ref": 0 + }, + "12": { + "Dice": 0.18618181818181817, + "FN": 70, + "FP": 1049, + "IoU": 0.10264635124298316, + "TN": 97057, + "TP": 128, + "n_pred": 1177, + "n_ref": 198 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 105, + "IoU": 0.0, + "TN": 98199, + "TP": 0, + "n_pred": 105, + "n_ref": 0 + }, + "14": { + "Dice": 0.2212343990425714, + "FN": 105, + "FP": 4450, + "IoU": 0.12437524029219531, + "TN": 93102, + "TP": 647, + "n_pred": 5097, + "n_ref": 752 + }, + "15": { + "Dice": 0.8055384193570498, + "FN": 2744, + "FP": 93, + "IoU": 0.6743945828072995, + "TN": 89591, + "TP": 5876, + "n_pred": 5969, + "n_ref": 8620 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 44, + "IoU": 0.0, + "TN": 98260, + "TP": 0, + "n_pred": 44, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9386792452830188, + "FN": 414, + "FP": 106, + "IoU": 0.8844444444444445, + "TN": 93804, + "TP": 3980, + "n_pred": 4086, + "n_ref": 4394 + }, + "5": { + "Dice": 0.3020706455542022, + "FN": 121, + "FP": 1025, + "IoU": 0.17790530846484937, + "TN": 96910, + "TP": 248, + "n_pred": 1273, + "n_ref": 369 + }, + "6": { + "Dice": 0.962296195652174, + "FN": 180, + "FP": 264, + "IoU": 0.9273322422258592, + "TN": 92194, + "TP": 5666, + "n_pred": 5930, + "n_ref": 5846 + }, + "7": { + "Dice": 0.013074565883554648, + "FN": 4799, + "FP": 32, + "IoU": 0.00658030022619782, + "TN": 93441, + "TP": 32, + "n_pred": 64, + "n_ref": 4831 + }, + "8": { + "Dice": 0.933283914010378, + "FN": 84, + "FP": 96, + "IoU": 0.8749131341209173, + "TN": 96865, + "TP": 1259, + "n_pred": 1355, + "n_ref": 1343 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0400.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0400.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.33741496598639453, + "FN": 990, + "FP": 471, + "IoU": 0.20294599018003273, + "TN": 112855, + "TP": 372, + "n_pred": 843, + "n_ref": 1362 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 131, + "IoU": 0.0, + "TN": 114557, + "TP": 0, + "n_pred": 131, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 244, + "IoU": 0.0, + "TN": 114444, + "TP": 0, + "n_pred": 244, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 6315, + "IoU": 0.0, + "TN": 108373, + "TP": 0, + "n_pred": 6315, + "n_ref": 0 + }, + "5": { + "Dice": 0.4909213180901143, + "FN": 3017, + "FP": 11, + "IoU": 0.3253119429590018, + "TN": 110200, + "TP": 1460, + "n_pred": 1471, + "n_ref": 4477 + }, + "6": { + "Dice": 0.6972806393714653, + "FN": 7245, + "FP": 1694, + "IoU": 0.5352500779868982, + "TN": 95454, + "TP": 10295, + "n_pred": 11989, + "n_ref": 17540 + }, + "7": { + "Dice": 0.06578542883492161, + "FN": 8620, + "FP": 497, + "IoU": 0.03401144310235219, + "TN": 105250, + "TP": 321, + "n_pred": 818, + "n_ref": 8941 + }, + "8": { + "Dice": 0.7815426528179806, + "FN": 1281, + "FP": 2, + "IoU": 0.6414197875908328, + "TN": 111110, + "TP": 2295, + "n_pred": 2297, + "n_ref": 3576 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 1713, + "IoU": 0.0, + "TN": 112975, + "TP": 0, + "n_pred": 1713, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0410.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869013/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0410.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": 0.4036192642214756, + "FN": 710.9142222222223, + "FP": 636.0426666666667, + "IoU": 0.33494046797370747, + "TN": 106295.92933333332, + "TP": 1583.7804444444446, + "n_pred": 2219.8231111111113, + "n_ref": 2294.6946666666663 + }, + "mean": { + "1": { + "Dice": 0.3428959514656517, + "FN": 874.9066666666665, + "FP": 452.0333333333334, + "IoU": 0.30254128686072235, + "TN": 106153.42666666667, + "TP": 1746.3, + "n_pred": 2198.333333333333, + "n_ref": 2621.2066666666665 + }, + "10": { + "Dice": 0.2996777775556398, + "FN": 917.8266666666666, + "FP": 786.4133333333333, + "IoU": 0.23843733580264823, + "TN": 106295.98000000001, + "TP": 1226.4466666666665, + "n_pred": 2012.8600000000001, + "n_ref": 2144.2733333333335 + }, + "11": { + "Dice": 0.28812864680634864, + "FN": 166.75333333333333, + "FP": 74.13333333333333, + "IoU": 0.213169578045702, + "TN": 108804.18666666668, + "TP": 181.59333333333333, + "n_pred": 255.72666666666663, + "n_ref": 348.3466666666667 + }, + "12": { + "Dice": 0.2085355690214926, + "FN": 203.86000000000004, + "FP": 72.24000000000001, + "IoU": 0.15212481048533566, + "TN": 108803.75333333333, + "TP": 146.81333333333333, + "n_pred": 219.05333333333334, + "n_ref": 350.6733333333333 + }, + "13": { + "Dice": 0.19147801983836593, + "FN": 1155.18, + "FP": 459.2666666666667, + "IoU": 0.1364776458282348, + "TN": 107144.20666666667, + "TP": 468.0133333333333, + "n_pred": 927.2800000000001, + "n_ref": 1623.1933333333334 + }, + "14": { + "Dice": 0.546006640510199, + "FN": 569.14, + "FP": 630.8, + "IoU": 0.46905860585453113, + "TN": 106019.96, + "TP": 2006.7666666666664, + "n_pred": 2637.5666666666666, + "n_ref": 2575.9066666666668 + }, + "15": { + "Dice": 0.4558864676494722, + "FN": 430.9, + "FP": 724.2533333333333, + "IoU": 0.3732150513469074, + "TN": 106653.46666666667, + "TP": 1418.0466666666666, + "n_pred": 2142.3, + "n_ref": 1848.9466666666667 + }, + "2": { + "Dice": 0.3704702302041331, + "FN": 1079.6466666666668, + "FP": 708.2533333333333, + "IoU": 0.31120020780076957, + "TN": 105890.73999999999, + "TP": 1548.0266666666669, + "n_pred": 2256.2799999999997, + "n_ref": 2627.6733333333336 + }, + "3": { + "Dice": 0.43641535755444527, + "FN": 729.3933333333333, + "FP": 1029.3733333333334, + "IoU": 0.3832213081253604, + "TN": 105017.86000000002, + "TP": 2450.04, + "n_pred": 3479.413333333333, + "n_ref": 3179.4333333333334 + }, + "4": { + "Dice": 0.4470675788378166, + "FN": 373.8533333333333, + "FP": 436.5666666666667, + "IoU": 0.38446233215891407, + "TN": 107016.36000000002, + "TP": 1399.8866666666668, + "n_pred": 1836.4533333333334, + "n_ref": 1773.7400000000002 + }, + "5": { + "Dice": 0.43173769844963716, + "FN": 421.17333333333335, + "FP": 138.01333333333332, + "IoU": 0.33345952835919657, + "TN": 108212.81999999999, + "TP": 454.66, + "n_pred": 592.6733333333334, + "n_ref": 875.8333333333334 + }, + "6": { + "Dice": 0.6749107525769051, + "FN": 1239.2133333333334, + "FP": 2160.2733333333335, + "IoU": 0.5850772452353696, + "TN": 99769.14666666667, + "TP": 6058.033333333333, + "n_pred": 8218.306666666665, + "n_ref": 7297.246666666666 + }, + "7": { + "Dice": 0.29027194625493735, + "FN": 1590.1133333333332, + "FP": 1038.7666666666667, + "IoU": 0.21950469232148118, + "TN": 105252.13333333333, + "TP": 1345.6533333333332, + "n_pred": 2384.4199999999996, + "n_ref": 2935.766666666667 + }, + "8": { + "Dice": 0.6906278876056816, + "FN": 476.2, + "FP": 325.73333333333335, + "IoU": 0.6142787887822477, + "TN": 106050.42666666667, + "TP": 2374.3066666666664, + "n_pred": 2700.04, + "n_ref": 2850.506666666667 + }, + "9": { + "Dice": 0.380178438991408, + "FN": 435.5533333333333, + "FP": 504.5200000000001, + "IoU": 0.3078786025981913, + "TN": 107354.47333333334, + "TP": 932.1200000000001, + "n_pred": 1436.6399999999999, + "n_ref": 1367.6733333333336 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/loop_002/summary.json b/nnActive_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/loop_002/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..5def92ff4792c12e7a3a82bfd229f94685887883 --- /dev/null +++ b/nnActive_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/loop_002/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.6402299338210672, + "FN": 34879.39466666667, + "FP": 70948.49466666667, + "IoU": 0.5048327755458452, + "TN": 96199421.81466666, + "TP": 151711.13599999997, + "n_pred": 222659.63066666664, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.7242476518663937, + "FN": 32306.92, + "FP": 81409.6, + "IoU": 0.5933666721628952, + "TN": 96181263.1, + "TP": 161981.22, + "n_pred": 243390.82, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.5183013570898322, + "FN": 20527.54, + "FP": 78688.46, + "IoU": 0.36633259112614625, + "TN": 96304049.82, + "TP": 53695.02, + "n_pred": 132383.48, + "n_ref": 74222.56 + }, + "11": { + "Dice": 0.6602648617106639, + "FN": 1166.6, + "FP": 1305.98, + "IoU": 0.5110125739891416, + "TN": 96451954.48, + "TP": 2533.78, + "n_pred": 3839.76, + "n_ref": 3700.38 + }, + "12": { + "Dice": 0.5442908218062451, + "FN": 1711.74, + "FP": 2467.36, + "IoU": 0.38729569484509435, + "TN": 96450256.82, + "TP": 2524.92, + "n_pred": 4992.28, + "n_ref": 4236.66 + }, + "13": { + "Dice": 0.47687317196692525, + "FN": 26887.88, + "FP": 37576.84, + "IoU": 0.3263650419259255, + "TN": 96361525.86, + "TP": 30970.26, + "n_pred": 68547.1, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.6480147455052737, + "FN": 44087.76, + "FP": 53916.92, + "IoU": 0.5210237512938011, + "TN": 96264685.78, + "TP": 94270.38, + "n_pred": 148187.3, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.38798782575470125, + "FN": 14779.32, + "FP": 106497.58, + "IoU": 0.2705950466503515, + "TN": 96296416.22, + "TP": 39267.72, + "n_pred": 145765.3, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.679381293422333, + "FN": 52106.14, + "FP": 48236.56, + "IoU": 0.5351122695828582, + "TN": 96251882.58, + "TP": 104735.56, + "n_pred": 152972.12, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.7327727313010531, + "FN": 16109.72, + "FP": 93736.74, + "IoU": 0.5900866266547004, + "TN": 96199821.52, + "TP": 147292.86, + "n_pred": 241029.6, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.5481424185345286, + "FN": 5702.24, + "FP": 32989.16, + "IoU": 0.41998380263939106, + "TN": 96397394.18, + "TP": 20875.26, + "n_pred": 53864.42, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.649309293454709, + "FN": 7545.4, + "FP": 4973.84, + "IoU": 0.5058290673584016, + "TN": 96434834.84, + "TP": 9606.76, + "n_pred": 14580.6, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.8547989259305935, + "FN": 118286.34, + "FP": 316980.42, + "IoU": 0.7579824251711272, + "TN": 94780756.8, + "TP": 1240937.28, + "n_pred": 1557917.7, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.557450067040528, + "FN": 156880.92, + "FP": 150705.36, + "IoU": 0.4035136476050566, + "TN": 95967330.82, + "TP": 182043.74, + "n_pred": 332749.1, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.8659061041155033, + "FN": 13072.72, + "FP": 25561.42, + "IoU": 0.7693370653667909, + "TN": 96299030.24, + "TP": 119296.46, + "n_pred": 144857.88, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.7557077378167254, + "FN": 12019.68, + "FP": 29181.18, + "IoU": 0.6146553568159971, + "TN": 96350124.16, + "TP": 65635.82, + "n_pred": 94817.0, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.5112425332104966, + "FN": 6676, + "FP": 157786, + "IoU": 0.3434021622830131, + "TN": 119342844, + "TP": 86014, + "n_pred": 243800, + "n_ref": 92690 + }, + "10": { + "Dice": 0.64563601993802, + "FN": 8563, + "FP": 64734, + "IoU": 0.476707908245222, + "TN": 119453251, + "TP": 66772, + "n_pred": 131506, + "n_ref": 75335 + }, + "11": { + "Dice": 0.7316737725209738, + "FN": 886, + "FP": 1065, + "IoU": 0.576881370635437, + "TN": 119588709, + "TP": 2660, + "n_pred": 3725, + "n_ref": 3546 + }, + "12": { + "Dice": 0.6771794108896162, + "FN": 1051, + "FP": 2204, + "IoU": 0.5119208277103013, + "TN": 119586651, + "TP": 3414, + "n_pred": 5618, + "n_ref": 4465 + }, + "13": { + "Dice": 0.3964689020836943, + "FN": 27584, + "FP": 49056, + "IoU": 0.24724740455541042, + "TN": 119491507, + "TP": 25173, + "n_pred": 74229, + "n_ref": 52757 + }, + "14": { + "Dice": 0.34486976910138134, + "FN": 186591, + "FP": 44763, + "IoU": 0.2083641290958364, + "TN": 119301072, + "TP": 60894, + "n_pred": 105657, + "n_ref": 247485 + }, + "15": { + "Dice": 0.003585059054673562, + "FN": 32228, + "FP": 320750, + "IoU": 0.0017957484594740578, + "TN": 119239707, + "TP": 635, + "n_pred": 321385, + "n_ref": 32863 + }, + "2": { + "Dice": 0.6319048135230091, + "FN": 41697, + "FP": 73759, + "IoU": 0.4618865849168286, + "TN": 119378763, + "TP": 99101, + "n_pred": 172860, + "n_ref": 140798 + }, + "3": { + "Dice": 0.7933566795930713, + "FN": 5791, + "FP": 79948, + "IoU": 0.6574906322155909, + "TN": 119342994, + "TP": 164587, + "n_pred": 244535, + "n_ref": 170378 + }, + "4": { + "Dice": 0.7493899357447116, + "FN": 25805, + "FP": 8907, + "IoU": 0.5992194986779971, + "TN": 119506709, + "TP": 51899, + "n_pred": 60806, + "n_ref": 77704 + }, + "5": { + "Dice": 0.19574978834674697, + "FN": 55131, + "FP": 19916, + "IoU": 0.10849370396768829, + "TN": 119509140, + "TP": 9133, + "n_pred": 29049, + "n_ref": 64264 + }, + "6": { + "Dice": 0.9278049923595498, + "FN": 45622, + "FP": 131217, + "IoU": 0.8653323189793101, + "TN": 118280169, + "TP": 1136312, + "n_pred": 1267529, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 235399, + "IoU": 0.0, + "TN": 119357921, + "TP": 0, + "n_pred": 235399, + "n_ref": 0 + }, + "8": { + "Dice": 0.7895723043897469, + "FN": 47793, + "FP": 79444, + "IoU": 0.6523085247084285, + "TN": 119227372, + "TP": 238711, + "n_pred": 318155, + "n_ref": 286504 + }, + "9": { + "Dice": 0.7182693894272075, + "FN": 13415, + "FP": 36100, + "IoU": 0.5603902906759948, + "TN": 119480686, + "TP": 63119, + "n_pred": 99219, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8356025492468134, + "FN": 15493, + "FP": 52607, + "IoU": 0.7176265704689638, + "TN": 72584490, + "TP": 173070, + "n_pred": 225677, + "n_ref": 188563 + }, + "10": { + "Dice": 0.42143409232016826, + "FN": 18561, + "FP": 118422, + "IoU": 0.2669727568990705, + "TN": 72638787, + "TP": 49890, + "n_pred": 168312, + "n_ref": 68451 + }, + "11": { + "Dice": 0.5993431855500821, + "FN": 787, + "FP": 1165, + "IoU": 0.42790152403282533, + "TN": 72822248, + "TP": 1460, + "n_pred": 2625, + "n_ref": 2247 + }, + "12": { + "Dice": 0.65765144197599, + "FN": 491, + "FP": 1990, + "IoU": 0.48992598684210525, + "TN": 72820796, + "TP": 2383, + "n_pred": 4373, + "n_ref": 2874 + }, + "13": { + "Dice": 0.469261034770374, + "FN": 22334, + "FP": 40661, + "IoU": 0.3065584958830523, + "TN": 72734816, + "TP": 27849, + "n_pred": 68510, + "n_ref": 50183 + }, + "14": { + "Dice": 0.7649107077699356, + "FN": 3517, + "FP": 41583, + "IoU": 0.6193161195566848, + "TN": 72707189, + "TP": 73371, + "n_pred": 114954, + "n_ref": 76888 + }, + "15": { + "Dice": 0.29692852632851646, + "FN": 9327, + "FP": 147678, + "IoU": 0.17434883439647875, + "TN": 72635501, + "TP": 33154, + "n_pred": 180832, + "n_ref": 42481 + }, + "2": { + "Dice": 0.7926203630623521, + "FN": 27384, + "FP": 29370, + "IoU": 0.6564798169635562, + "TN": 72660447, + "TP": 108459, + "n_pred": 137829, + "n_ref": 135843 + }, + "3": { + "Dice": 0.8011789780391734, + "FN": 8361, + "FP": 50595, + "IoU": 0.6683057465314894, + "TN": 72647918, + "TP": 118786, + "n_pred": 169381, + "n_ref": 127147 + }, + "4": { + "Dice": 0.6546780475677467, + "FN": 3310, + "FP": 21692, + "IoU": 0.4866329924849082, + "TN": 72776958, + "TP": 23700, + "n_pred": 45392, + "n_ref": 27010 + }, + "5": { + "Dice": 0.7675689916353817, + "FN": 2812, + "FP": 717, + "IoU": 0.6228088926891834, + "TN": 72816304, + "TP": 5827, + "n_pred": 6544, + "n_ref": 8639 + }, + "6": { + "Dice": 0.8767936722969741, + "FN": 84862, + "FP": 230723, + "IoU": 0.7806167492752918, + "TN": 71387150, + "TP": 1122925, + "n_pred": 1353648, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.5655633316811373, + "FN": 119643, + "FP": 63542, + "IoU": 0.39427556766515776, + "TN": 72523237, + "TP": 119238, + "n_pred": 182780, + "n_ref": 238881 + }, + "8": { + "Dice": 0.8827999153907483, + "FN": 3938, + "FP": 10468, + "IoU": 0.7901896245375899, + "TN": 72756998, + "TP": 54256, + "n_pred": 64724, + "n_ref": 58194 + }, + "9": { + "Dice": 0.715768223827398, + "FN": 9909, + "FP": 44157, + "IoU": 0.5573512796581028, + "TN": 72703518, + "TP": 68076, + "n_pred": 112233, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8378425297091424, + "FN": 21139, + "FP": 71336, + "IoU": 0.7209371803112468, + "TN": 71478111, + "TP": 238902, + "n_pred": 310238, + "n_ref": 260041 + }, + "10": { + "Dice": 0.6303967488094397, + "FN": 13367, + "FP": 80853, + "IoU": 0.46027690739011634, + "TN": 71634917, + "TP": 80351, + "n_pred": 161204, + "n_ref": 93718 + }, + "11": { + "Dice": 0.6752164155177942, + "FN": 1263, + "FP": 763, + "IoU": 0.5096805421103582, + "TN": 71805356, + "TP": 2106, + "n_pred": 2869, + "n_ref": 3369 + }, + "12": { + "Dice": 0.5183666495814112, + "FN": 3475, + "FP": 2163, + "IoU": 0.3498616236162362, + "TN": 71800816, + "TP": 3034, + "n_pred": 5197, + "n_ref": 6509 + }, + "13": { + "Dice": 0.5501115496825124, + "FN": 31846, + "FP": 20584, + "IoU": 0.37941646446114696, + "TN": 71725003, + "TP": 32055, + "n_pred": 52639, + "n_ref": 63901 + }, + "14": { + "Dice": 0.6768438277067277, + "FN": 248343, + "FP": 13133, + "IoU": 0.5115373694199932, + "TN": 71274184, + "TP": 273828, + "n_pred": 286961, + "n_ref": 522171 + }, + "15": { + "Dice": 0.5255555969176935, + "FN": 110073, + "FP": 17377, + "IoU": 0.35644314279943445, + "TN": 71611448, + "TP": 70590, + "n_pred": 87967, + "n_ref": 180663 + }, + "2": { + "Dice": 0.6843308887311726, + "FN": 51416, + "FP": 36650, + "IoU": 0.5201390553824023, + "TN": 71625964, + "TP": 95458, + "n_pred": 132108, + "n_ref": 146874 + }, + "3": { + "Dice": 0.7988722838544055, + "FN": 10729, + "FP": 77019, + "IoU": 0.6651018647858511, + "TN": 71547474, + "TP": 174266, + "n_pred": 251285, + "n_ref": 184995 + }, + "4": { + "Dice": 0.7036725843610245, + "FN": 994, + "FP": 9939, + "IoU": 0.5428201053776031, + "TN": 71785574, + "TP": 12981, + "n_pred": 22920, + "n_ref": 13975 + }, + "5": { + "Dice": 0.8186462324393359, + "FN": 1369, + "FP": 2607, + "IoU": 0.692972972972973, + "TN": 71796538, + "TP": 8974, + "n_pred": 11581, + "n_ref": 10343 + }, + "6": { + "Dice": 0.9117529944996847, + "FN": 51795, + "FP": 179800, + "IoU": 0.8378180595870434, + "TN": 70381493, + "TP": 1196400, + "n_pred": 1376200, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.7711729502842082, + "FN": 29735, + "FP": 92163, + "IoU": 0.6275683388175483, + "TN": 71482185, + "TP": 205405, + "n_pred": 297568, + "n_ref": 235140 + }, + "8": { + "Dice": 0.9338632236236535, + "FN": 6158, + "FP": 4476, + "IoU": 0.8759319107232444, + "TN": 71723777, + "TP": 75077, + "n_pred": 79553, + "n_ref": 81235 + }, + "9": { + "Dice": 0.8338469791603943, + "FN": 11992, + "FP": 18361, + "IoU": 0.7150407916107288, + "TN": 71702971, + "TP": 76164, + "n_pred": 94525, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7898150695870189, + "FN": 8957, + "FP": 100278, + "IoU": 0.6526399806660053, + "TN": 135131038, + "TP": 205237, + "n_pred": 305515, + "n_ref": 214194 + }, + "10": { + "Dice": 0.6355832510499984, + "FN": 17869, + "FP": 59266, + "IoU": 0.46582779897646137, + "TN": 135301109, + "TP": 67266, + "n_pred": 126532, + "n_ref": 85135 + }, + "11": { + "Dice": 0.6609148178581211, + "FN": 1134, + "FP": 1342, + "IoU": 0.4935569646144406, + "TN": 135440621, + "TP": 2413, + "n_pred": 3755, + "n_ref": 3547 + }, + "12": { + "Dice": 0.6304948984456946, + "FN": 2202, + "FP": 1673, + "IoU": 0.4603815624564824, + "TN": 135438329, + "TP": 3306, + "n_pred": 4979, + "n_ref": 5508 + }, + "13": { + "Dice": 0.5355913704019928, + "FN": 10149, + "FP": 42612, + "IoU": 0.36573901544749654, + "TN": 135362325, + "TP": 30424, + "n_pred": 73036, + "n_ref": 40573 + }, + "14": { + "Dice": 0.835150152561426, + "FN": 13003, + "FP": 38323, + "IoU": 0.7169594900131246, + "TN": 135264172, + "TP": 130012, + "n_pred": 168335, + "n_ref": 143015 + }, + "15": { + "Dice": 0.2682664848593995, + "FN": 9590, + "FP": 217944, + "IoU": 0.15491210542149655, + "TN": 135176267, + "TP": 41709, + "n_pred": 259653, + "n_ref": 51299 + }, + "2": { + "Dice": 0.6433500445201502, + "FN": 76592, + "FP": 70810, + "IoU": 0.4742196333855302, + "TN": 135165161, + "TP": 132947, + "n_pred": 203757, + "n_ref": 209539 + }, + "3": { + "Dice": 0.752543272491375, + "FN": 22697, + "FP": 111575, + "IoU": 0.603262025765276, + "TN": 135107070, + "TP": 204168, + "n_pred": 315743, + "n_ref": 226865 + }, + "4": { + "Dice": 0.7632612417064792, + "FN": 2732, + "FP": 18427, + "IoU": 0.6171564015343417, + "TN": 135390242, + "TP": 34109, + "n_pred": 52536, + "n_ref": 36841 + }, + "5": { + "Dice": 0.47290400060046534, + "FN": 15443, + "FP": 12647, + "IoU": 0.3096753581873141, + "TN": 135404819, + "TP": 12601, + "n_pred": 25248, + "n_ref": 28044 + }, + "6": { + "Dice": 0.9428327624896657, + "FN": 65785, + "FP": 127829, + "IoU": 0.8918482611228757, + "TN": 133655303, + "TP": 1596593, + "n_pred": 1724422, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.49542454245424544, + "FN": 40450, + "FP": 282446, + "IoU": 0.3292786280472606, + "TN": 134964094, + "TP": 158520, + "n_pred": 440966, + "n_ref": 198970 + }, + "8": { + "Dice": 0.8486503382056487, + "FN": 47986, + "FP": 38204, + "IoU": 0.73709175098297, + "TN": 135117677, + "TP": 241643, + "n_pred": 279847, + "n_ref": 289629 + }, + "9": { + "Dice": 0.8298572285154034, + "FN": 21222, + "FP": 10275, + "IoU": 0.709193141844168, + "TN": 135337201, + "TP": 76812, + "n_pred": 87087, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.790954739999326, + "FN": 56719, + "FP": 48732, + "IoU": 0.6541977923960308, + "TN": 105449059, + "TP": 199495, + "n_pred": 248227, + "n_ref": 256214 + }, + "10": { + "Dice": 0.27023591121676444, + "FN": 34339, + "FP": 106874, + "IoU": 0.15622703290531134, + "TN": 105586646, + "TP": 26146, + "n_pred": 133020, + "n_ref": 60485 + }, + "11": { + "Dice": 0.6318314202501285, + "FN": 625, + "FP": 1524, + "IoU": 0.46180816428750315, + "TN": 105750012, + "TP": 1844, + "n_pred": 3368, + "n_ref": 2469 + }, + "12": { + "Dice": 0.41085665818490247, + "FN": 1982, + "FP": 4964, + "IoU": 0.2585397096498719, + "TN": 105744637, + "TP": 2422, + "n_pred": 7386, + "n_ref": 4404 + }, + "13": { + "Dice": 0.38412924611595595, + "FN": 56103, + "FP": 23417, + "IoU": 0.23772275424419329, + "TN": 105649686, + "TP": 24799, + "n_pred": 48216, + "n_ref": 80902 + }, + "14": { + "Dice": 0.8526197661309011, + "FN": 33172, + "FP": 23431, + "IoU": 0.7431013198264438, + "TN": 105533673, + "TP": 163729, + "n_pred": 187160, + "n_ref": 196901 + }, + "15": { + "Dice": 0.5932987419844339, + "FN": 3691, + "FP": 29543, + "IoU": 0.4217659852109613, + "TN": 105696530, + "TP": 24241, + "n_pred": 53784, + "n_ref": 27932 + }, + "2": { + "Dice": 0.7565582371458552, + "FN": 22389, + "FP": 61595, + "IoU": 0.6084388185654008, + "TN": 105539520, + "TP": 130501, + "n_pred": 192096, + "n_ref": 152890 + }, + "3": { + "Dice": 0.7331792298584879, + "FN": 8905, + "FP": 109410, + "IoU": 0.5787552960444333, + "TN": 105473135, + "TP": 162555, + "n_pred": 271965, + "n_ref": 171460 + }, + "4": { + "Dice": 0.5378027698849525, + "FN": 13788, + "FP": 32734, + "IoU": 0.3678045333478285, + "TN": 105680417, + "TP": 27066, + "n_pred": 59800, + "n_ref": 40854 + }, + "5": { + "Dice": 0.7423880121154153, + "FN": 3051, + "FP": 3413, + "IoU": 0.590315629357333, + "TN": 105738227, + "TP": 9314, + "n_pred": 12727, + "n_ref": 12365 + }, + "6": { + "Dice": 0.8625396898834021, + "FN": 101070, + "FP": 356483, + "IoU": 0.7583031093146323, + "TN": 103860919, + "TP": 1435533, + "n_pred": 1792016, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.6460006623520927, + "FN": 59665, + "FP": 169083, + "IoU": 0.4771055970191901, + "TN": 105316540, + "TP": 208717, + "n_pred": 377800, + "n_ref": 268382 + }, + "8": { + "Dice": 0.847674739616012, + "FN": 4229, + "FP": 26118, + "IoU": 0.735621068771453, + "TN": 105639219, + "TP": 84439, + "n_pred": 110557, + "n_ref": 88668 + }, + "9": { + "Dice": 0.7434081699056408, + "FN": 11976, + "FP": 31397, + "IoU": 0.5916067191442883, + "TN": 105647801, + "TP": 62831, + "n_pred": 94228, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.817529157711912, + "FN": 15314, + "FP": 90901, + "IoU": 0.6913736292473718, + "TN": 96793726, + "TP": 237939, + "n_pred": 328840, + "n_ref": 253253 + }, + "10": { + "Dice": 0.6501727160239225, + "FN": 11688, + "FP": 96876, + "IoU": 0.481671043208403, + "TN": 96928430, + "TP": 100886, + "n_pred": 197762, + "n_ref": 112574 + }, + "11": { + "Dice": 0.7033752155703376, + "FN": 706, + "FP": 1702, + "IoU": 0.5424662739882197, + "TN": 97132617, + "TP": 2855, + "n_pred": 4557, + "n_ref": 3561 + }, + "12": { + "Dice": 0.6082856180532166, + "FN": 906, + "FP": 3746, + "IoU": 0.4370764762826718, + "TN": 97129616, + "TP": 3612, + "n_pred": 7358, + "n_ref": 4518 + }, + "13": { + "Dice": 0.6282706327874765, + "FN": 13315, + "FP": 29974, + "IoU": 0.4580135468442864, + "TN": 97058009, + "TP": 36582, + "n_pred": 66556, + "n_ref": 49897 + }, + "14": { + "Dice": 0.895989258370918, + "FN": 34913, + "FP": 18382, + "IoU": 0.8115765767358325, + "TN": 96855033, + "TP": 229552, + "n_pred": 247934, + "n_ref": 264465 + }, + "15": { + "Dice": 0.10339735028170528, + "FN": 5534, + "FP": 286485, + "IoU": 0.054517138999601755, + "TN": 96829023, + "TP": 16838, + "n_pred": 303323, + "n_ref": 22372 + }, + "2": { + "Dice": 0.6721998433873483, + "FN": 42718, + "FP": 50214, + "IoU": 0.5062507637461016, + "TN": 96949663, + "TP": 95285, + "n_pred": 145499, + "n_ref": 138003 + }, + "3": { + "Dice": 0.5431694901884359, + "FN": 41404, + "FP": 155500, + "IoU": 0.3728432968216, + "TN": 96823917, + "TP": 117059, + "n_pred": 272559, + "n_ref": 158463 + }, + "4": { + "Dice": 0.8036049686696024, + "FN": 2039, + "FP": 10404, + "IoU": 0.671688654353562, + "TN": 97099980, + "TP": 25457, + "n_pred": 35861, + "n_ref": 27496 + }, + "5": { + "Dice": 0.688223902955899, + "FN": 5215, + "FP": 3318, + "IoU": 0.524650437301543, + "TN": 97119929, + "TP": 9418, + "n_pred": 12736, + "n_ref": 14633 + }, + "6": { + "Dice": 0.860666401899453, + "FN": 47301, + "FP": 423166, + "IoU": 0.7554121140062251, + "TN": 95214371, + "TP": 1453042, + "n_pred": 1876208, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.6779396486186442, + "FN": 35326, + "FP": 172677, + "IoU": 0.5127902428283992, + "TN": 96710953, + "TP": 218924, + "n_pred": 391601, + "n_ref": 254250 + }, + "8": { + "Dice": 0.9182222222222223, + "FN": 8228, + "FP": 13116, + "IoU": 0.8488085456039441, + "TN": 96996708, + "TP": 119828, + "n_pred": 132944, + "n_ref": 128056 + }, + "9": { + "Dice": 0.6736175995922874, + "FN": 5136, + "FP": 56344, + "IoU": 0.5078607793538471, + "TN": 97012956, + "TP": 63444, + "n_pred": 119788, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6436042487539488, + "FN": 7062, + "FP": 177278, + "IoU": 0.4744959191760242, + "TN": 130416005, + "TP": 166447, + "n_pred": 343725, + "n_ref": 173509 + }, + "10": { + "Dice": 0.4407732738138095, + "FN": 16029, + "FP": 139313, + "IoU": 0.28268709509099055, + "TN": 130550231, + "TP": 61219, + "n_pred": 200532, + "n_ref": 77248 + }, + "11": { + "Dice": 0.7413604947253547, + "FN": 992, + "FP": 1141, + "IoU": 0.5890173410404624, + "TN": 130761602, + "TP": 3057, + "n_pred": 4198, + "n_ref": 4049 + }, + "12": { + "Dice": 0.6522969149939377, + "FN": 907, + "FP": 1674, + "IoU": 0.4840063974410236, + "TN": 130761790, + "TP": 2421, + "n_pred": 4095, + "n_ref": 3328 + }, + "13": { + "Dice": 0.5011740026936509, + "FN": 19318, + "FP": 64386, + "IoU": 0.33437770868289424, + "TN": 130641039, + "TP": 42049, + "n_pred": 106435, + "n_ref": 61367 + }, + "14": { + "Dice": 0.8366048516495497, + "FN": 9786, + "FP": 48666, + "IoU": 0.7191063610981628, + "TN": 130558699, + "TP": 149641, + "n_pred": 198307, + "n_ref": 159427 + }, + "15": { + "Dice": 0.25068042265057056, + "FN": 4152, + "FP": 143141, + "IoU": 0.14330167334570262, + "TN": 130594861, + "TP": 24638, + "n_pred": 167779, + "n_ref": 28790 + }, + "2": { + "Dice": 0.7947750344087828, + "FN": 43334, + "FP": 20186, + "IoU": 0.6594412305580725, + "TN": 130580275, + "TP": 122997, + "n_pred": 143183, + "n_ref": 166331 + }, + "3": { + "Dice": 0.7448721404823049, + "FN": 8553, + "FP": 99337, + "IoU": 0.5934631558322154, + "TN": 130501404, + "TP": 157498, + "n_pred": 256835, + "n_ref": 166051 + }, + "4": { + "Dice": 0.7630016087564463, + "FN": 4562, + "FP": 11201, + "IoU": 0.616816977416924, + "TN": 130725655, + "TP": 25374, + "n_pred": 36575, + "n_ref": 29936 + }, + "5": { + "Dice": 0.6001420454545454, + "FN": 11874, + "FP": 14024, + "IoU": 0.4287163876204972, + "TN": 130721459, + "TP": 19435, + "n_pred": 33459, + "n_ref": 31309 + }, + "6": { + "Dice": 0.9140720021898148, + "FN": 83178, + "FP": 152575, + "IoU": 0.8417427343553859, + "TN": 129277110, + "TP": 1253929, + "n_pred": 1406504, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.6385042080566878, + "FN": 103052, + "FP": 284769, + "IoU": 0.46897259017255405, + "TN": 130036470, + "TP": 342501, + "n_pred": 627270, + "n_ref": 445553 + }, + "8": { + "Dice": 0.8370662897844365, + "FN": 14334, + "FP": 69709, + "IoU": 0.7197884818639202, + "TN": 130466865, + "TP": 215884, + "n_pred": 285593, + "n_ref": 230218 + }, + "9": { + "Dice": 0.7437147742384903, + "FN": 13949, + "FP": 46756, + "IoU": 0.5919951608025003, + "TN": 130618007, + "TP": 88080, + "n_pred": 134836, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5547912237420052, + "FN": 44665, + "FP": 205996, + "IoU": 0.38388309900698064, + "TN": 71829168, + "TP": 156179, + "n_pred": 362175, + "n_ref": 200844 + }, + "10": { + "Dice": 0.18661604883132352, + "FN": 45114, + "FP": 107864, + "IoU": 0.10291038955707894, + "TN": 72065481, + "TP": 17549, + "n_pred": 125413, + "n_ref": 62663 + }, + "11": { + "Dice": 0.38403148720832164, + "FN": 2004, + "FP": 187, + "IoU": 0.23764787752261657, + "TN": 72233134, + "TP": 683, + "n_pred": 870, + "n_ref": 2687 + }, + "12": { + "Dice": 0.4289587852494577, + "FN": 1698, + "FP": 4620, + "IoU": 0.27304107697618224, + "TN": 72227317, + "TP": 2373, + "n_pred": 6993, + "n_ref": 4071 + }, + "13": { + "Dice": 0.36142109792244337, + "FN": 43978, + "FP": 49524, + "IoU": 0.22056984711825411, + "TN": 72116046, + "TP": 26460, + "n_pred": 75984, + "n_ref": 70438 + }, + "14": { + "Dice": 0.34875847706519997, + "FN": 24861, + "FP": 158076, + "IoU": 0.21120985163051212, + "TN": 72004087, + "TP": 48984, + "n_pred": 207060, + "n_ref": 73845 + }, + "15": { + "Dice": 0.21547003784895002, + "FN": 5886, + "FP": 157450, + "IoU": 0.12074330071164799, + "TN": 72050242, + "TP": 22430, + "n_pred": 179880, + "n_ref": 28316 + }, + "2": { + "Dice": 0.32884597825267076, + "FN": 85878, + "FP": 83181, + "IoU": 0.19677777988939357, + "TN": 72025532, + "TP": 41417, + "n_pred": 124598, + "n_ref": 127295 + }, + "3": { + "Dice": 0.7382742454434318, + "FN": 9118, + "FP": 103707, + "IoU": 0.5851305188764235, + "TN": 71964055, + "TP": 159128, + "n_pred": 262835, + "n_ref": 168246 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 123624, + "IoU": 0.0, + "TN": 72112384, + "TP": 0, + "n_pred": 123624, + "n_ref": 0 + }, + "5": { + "Dice": 0.762478809568657, + "FN": 131, + "FP": 4913, + "IoU": 0.6161339421613394, + "TN": 72222868, + "TP": 8096, + "n_pred": 13009, + "n_ref": 8227 + }, + "6": { + "Dice": 0.6331957256360891, + "FN": 301154, + "FP": 1101474, + "IoU": 0.4632672998705454, + "TN": 69622737, + "TP": 1210643, + "n_pred": 2312117, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.4069181415243468, + "FN": 175156, + "FP": 303209, + "IoU": 0.2554282690242346, + "TN": 71593538, + "TP": 164105, + "n_pred": 467314, + "n_ref": 339261 + }, + "8": { + "Dice": 0.9121412548776353, + "FN": 4348, + "FP": 7833, + "IoU": 0.8384739829204901, + "TN": 72160596, + "TP": 63231, + "n_pred": 71064, + "n_ref": 67579 + }, + "9": { + "Dice": 0.43898936170212766, + "FN": 24861, + "FP": 38421, + "IoU": 0.28122124919071795, + "TN": 72147967, + "TP": 24759, + "n_pred": 63180, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6991143063610591, + "FN": 13531, + "FP": 51423, + "IoU": 0.5374140939358331, + "TN": 52412705, + "TP": 75461, + "n_pred": 126884, + "n_ref": 88992 + }, + "10": { + "Dice": 0.44230856830501525, + "FN": 32619, + "FP": 4110, + "IoU": 0.28395133933793426, + "TN": 52501826, + "TP": 14565, + "n_pred": 18675, + "n_ref": 47184 + }, + "11": { + "Dice": 0.008360427310729215, + "FN": 2033, + "FP": 102, + "IoU": 0.004197761194029851, + "TN": 52550976, + "TP": 9, + "n_pred": 111, + "n_ref": 2042 + }, + "12": { + "Dice": 0.07443653618030842, + "FN": 3815, + "FP": 2427, + "IoU": 0.03865701524718928, + "TN": 52546627, + "TP": 251, + "n_pred": 2678, + "n_ref": 4066 + }, + "13": { + "Dice": 0.2535273174805503, + "FN": 15847, + "FP": 18119, + "IoU": 0.14516534957467156, + "TN": 52513386, + "TP": 5768, + "n_pred": 23887, + "n_ref": 21615 + }, + "14": { + "Dice": 0.27116569857668604, + "FN": 40548, + "FP": 41639, + "IoU": 0.15684886536173007, + "TN": 52455644, + "TP": 15289, + "n_pred": 56928, + "n_ref": 55837 + }, + "15": { + "Dice": 0.22644791317503601, + "FN": 12771, + "FP": 72616, + "IoU": 0.12768044133421871, + "TN": 52455235, + "TP": 12498, + "n_pred": 85114, + "n_ref": 25269 + }, + "2": { + "Dice": 0.5505452884578096, + "FN": 71191, + "FP": 33118, + "IoU": 0.3798292448006469, + "TN": 52384926, + "TP": 63885, + "n_pred": 97003, + "n_ref": 135076 + }, + "3": { + "Dice": 0.7274013754822575, + "FN": 23841, + "FP": 65540, + "IoU": 0.5715874286426404, + "TN": 52344487, + "TP": 119252, + "n_pred": 184792, + "n_ref": 143093 + }, + "4": { + "Dice": 0.0, + "FN": 1880, + "FP": 9670, + "IoU": 0.0, + "TN": 52541570, + "TP": 0, + "n_pred": 9670, + "n_ref": 1880 + }, + "5": { + "Dice": 0.7265807571609801, + "FN": 841, + "FP": 3254, + "IoU": 0.5705746644295302, + "TN": 52543584, + "TP": 5441, + "n_pred": 8695, + "n_ref": 6282 + }, + "6": { + "Dice": 0.8501775908137683, + "FN": 92551, + "FP": 147211, + "IoU": 0.739399044601564, + "TN": 51633085, + "TP": 680273, + "n_pred": 827484, + "n_ref": 772824 + }, + "7": { + "Dice": 0.5286587035142573, + "FN": 119683, + "FP": 11167, + "IoU": 0.35930392545695805, + "TN": 52348889, + "TP": 73381, + "n_pred": 84548, + "n_ref": 193064 + }, + "8": { + "Dice": 0.7623477625604557, + "FN": 18313, + "FP": 7386, + "IoU": 0.6159628201679668, + "TN": 52486202, + "TP": 41219, + "n_pred": 48605, + "n_ref": 59532 + }, + "9": { + "Dice": 0.7097625329815304, + "FN": 19717, + "FP": 28023, + "IoU": 0.5501022494887525, + "TN": 52447007, + "TP": 58373, + "n_pred": 86396, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7355139549713708, + "FN": 17635, + "FP": 180204, + "IoU": 0.5816702824543375, + "TN": 143664324, + "TP": 275087, + "n_pred": 455291, + "n_ref": 292722 + }, + "10": { + "Dice": 0.6541292168796099, + "FN": 17131, + "FP": 68683, + "IoU": 0.4860267605802518, + "TN": 143970288, + "TP": 81148, + "n_pred": 149831, + "n_ref": 98279 + }, + "11": { + "Dice": 0.656178590261909, + "FN": 2886, + "FP": 1026, + "IoU": 0.4882930019620667, + "TN": 144129605, + "TP": 3733, + "n_pred": 4759, + "n_ref": 6619 + }, + "12": { + "Dice": 0.5055075410947297, + "FN": 2663, + "FP": 3173, + "IoU": 0.33824696677627847, + "TN": 144128431, + "TP": 2983, + "n_pred": 6156, + "n_ref": 5646 + }, + "13": { + "Dice": 0.7118157138715374, + "FN": 23280, + "FP": 42324, + "IoU": 0.5525728900255754, + "TN": 143990625, + "TP": 81021, + "n_pred": 123345, + "n_ref": 104301 + }, + "14": { + "Dice": 0.79550143765667, + "FN": 133841, + "FP": 8190, + "IoU": 0.6604419984603689, + "TN": 143718968, + "TP": 276251, + "n_pred": 284441, + "n_ref": 410092 + }, + "15": { + "Dice": 0.21233610813392345, + "FN": 3548, + "FP": 138289, + "IoU": 0.11877854058587804, + "TN": 143976295, + "TP": 19118, + "n_pred": 157407, + "n_ref": 22666 + }, + "2": { + "Dice": 0.6344459369271189, + "FN": 62937, + "FP": 23605, + "IoU": 0.4646069709605177, + "TN": 143975608, + "TP": 75100, + "n_pred": 98705, + "n_ref": 138037 + }, + "3": { + "Dice": 0.717113900349441, + "FN": 9510, + "FP": 120421, + "IoU": 0.558984854964734, + "TN": 143842632, + "TP": 164687, + "n_pred": 285108, + "n_ref": 174197 + }, + "4": { + "Dice": 0.7736782172868649, + "FN": 4629, + "FP": 22600, + "IoU": 0.6308933170665583, + "TN": 144063480, + "TP": 46541, + "n_pred": 69141, + "n_ref": 51170 + }, + "5": { + "Dice": 0.6471892065531641, + "FN": 11985, + "FP": 9981, + "IoU": 0.4784033433856529, + "TN": 144095137, + "TP": 20147, + "n_pred": 30128, + "n_ref": 32132 + }, + "6": { + "Dice": 0.8300430343344961, + "FN": 55111, + "FP": 478681, + "IoU": 0.7094645860434231, + "TN": 142299980, + "TP": 1303478, + "n_pred": 1782159, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.5977093596059113, + "FN": 54925, + "FP": 206403, + "IoU": 0.4262378585354715, + "TN": 143681786, + "TP": 194136, + "n_pred": 400539, + "n_ref": 249061 + }, + "8": { + "Dice": 0.7887398811473492, + "FN": 18415, + "FP": 94456, + "IoU": 0.6511729965108337, + "TN": 143813677, + "TP": 210702, + "n_pred": 305158, + "n_ref": 229117 + }, + "9": { + "Dice": 0.8159612337008617, + "FN": 9762, + "FP": 28445, + "IoU": 0.6891338838940645, + "TN": 144014345, + "TP": 84698, + "n_pred": 113143, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7966534911776533, + "FN": 10951, + "FP": 92712, + "IoU": 0.6620316636454924, + "TN": 111472196, + "TP": 203061, + "n_pred": 295773, + "n_ref": 214012 + }, + "10": { + "Dice": 0.33129808194381594, + "FN": 22209, + "FP": 73840, + "IoU": 0.1985364062682532, + "TN": 111659078, + "TP": 23793, + "n_pred": 97633, + "n_ref": 46002 + }, + "11": { + "Dice": 0.6563477173233271, + "FN": 1696, + "FP": 502, + "IoU": 0.48848033511752387, + "TN": 111774623, + "TP": 2099, + "n_pred": 2601, + "n_ref": 3795 + }, + "12": { + "Dice": 0.49068266521225345, + "FN": 1961, + "FP": 3642, + "IoU": 0.32510238496747773, + "TN": 111770618, + "TP": 2699, + "n_pred": 6341, + "n_ref": 4660 + }, + "13": { + "Dice": 0.48324487047453063, + "FN": 25493, + "FP": 33214, + "IoU": 0.3186044082314844, + "TN": 111692763, + "TP": 27450, + "n_pred": 60664, + "n_ref": 52943 + }, + "14": { + "Dice": 0.7464248971193416, + "FN": 4913, + "FP": 54241, + "IoU": 0.5954369190996943, + "TN": 111632703, + "TP": 87063, + "n_pred": 141304, + "n_ref": 91976 + }, + "15": { + "Dice": 0.09870909316902533, + "FN": 5173, + "FP": 96343, + "IoU": 0.05191688069110437, + "TN": 111671845, + "TP": 5559, + "n_pred": 101902, + "n_ref": 10732 + }, + "2": { + "Dice": 0.7338380411622564, + "FN": 83011, + "FP": 6429, + "IoU": 0.5795767563857891, + "TN": 111566182, + "TP": 123298, + "n_pred": 129727, + "n_ref": 206309 + }, + "3": { + "Dice": 0.508371410605743, + "FN": 2803, + "FP": 114475, + "IoU": 0.3408163494722169, + "TN": 111601006, + "TP": 60636, + "n_pred": 175111, + "n_ref": 63439 + }, + "4": { + "Dice": 0.8333040928344069, + "FN": 2055, + "FP": 4596, + "IoU": 0.7142427497314715, + "TN": 111755645, + "TP": 16624, + "n_pred": 21220, + "n_ref": 18679 + }, + "5": { + "Dice": 0.5029197257153933, + "FN": 16038, + "FP": 4477, + "IoU": 0.33593370666494027, + "TN": 111748027, + "TP": 10378, + "n_pred": 14855, + "n_ref": 26416 + }, + "6": { + "Dice": 0.946265996476923, + "FN": 98622, + "FP": 30410, + "IoU": 0.8980122054647158, + "TN": 110513749, + "TP": 1136139, + "n_pred": 1166549, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.49859797903807684, + "FN": 121746, + "FP": 112858, + "IoU": 0.332088256227758, + "TN": 111427670, + "TP": 116646, + "n_pred": 229504, + "n_ref": 238392 + }, + "8": { + "Dice": 0.7771628747031154, + "FN": 42305, + "FP": 92425, + "IoU": 0.6355407916769236, + "TN": 111409249, + "TP": 234941, + "n_pred": 327366, + "n_ref": 277246 + }, + "9": { + "Dice": 0.6973931855056787, + "FN": 15865, + "FP": 40087, + "IoU": 0.5353827246607875, + "TN": 111658494, + "TP": 64474, + "n_pred": 104561, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6417788174192618, + "FN": 40845, + "FP": 98205, + "IoU": 0.47251421613070876, + "TN": 198824266, + "TP": 124559, + "n_pred": 222764, + "n_ref": 165404 + }, + "10": { + "Dice": 0.5509937254852896, + "FN": 19088, + "FP": 52687, + "IoU": 0.3802562729894486, + "TN": 198972061, + "TP": 44039, + "n_pred": 96726, + "n_ref": 63127 + }, + "11": { + "Dice": 0.7124394184168013, + "FN": 1348, + "FP": 1144, + "IoU": 0.5533249686323714, + "TN": 199082296, + "TP": 3087, + "n_pred": 4231, + "n_ref": 4435 + }, + "12": { + "Dice": 0.5379442843419788, + "FN": 1375, + "FP": 1992, + "IoU": 0.3679369250985545, + "TN": 199082548, + "TP": 1960, + "n_pred": 3952, + "n_ref": 3335 + }, + "13": { + "Dice": 0.2949129492876231, + "FN": 26269, + "FP": 18320, + "IoU": 0.17296064102088513, + "TN": 199033961, + "TP": 9325, + "n_pred": 27645, + "n_ref": 35594 + }, + "14": { + "Dice": 0.5601826649730841, + "FN": 9902, + "FP": 48270, + "IoU": 0.389065092734567, + "TN": 198992657, + "TP": 37046, + "n_pred": 85316, + "n_ref": 46948 + }, + "15": { + "Dice": 0.7496784235293169, + "FN": 45607, + "FP": 16472, + "IoU": 0.5995884879835911, + "TN": 198932837, + "TP": 92959, + "n_pred": 109431, + "n_ref": 138566 + }, + "2": { + "Dice": 0.7919685186650648, + "FN": 19492, + "FP": 38342, + "IoU": 0.6555859933301572, + "TN": 198919955, + "TP": 110086, + "n_pred": 148428, + "n_ref": 129578 + }, + "3": { + "Dice": 0.8143647101429089, + "FN": 21898, + "FP": 31412, + "IoU": 0.6868593716041188, + "TN": 198917632, + "TP": 116933, + "n_pred": 148345, + "n_ref": 138831 + }, + "4": { + "Dice": 0.7426164494913418, + "FN": 2046, + "FP": 8403, + "IoU": 0.5906045527563374, + "TN": 199062352, + "TP": 15074, + "n_pred": 23477, + "n_ref": 17120 + }, + "5": { + "Dice": 0.6053258281013206, + "FN": 7486, + "FP": 8921, + "IoU": 0.43402669978267616, + "TN": 199058886, + "TP": 12582, + "n_pred": 21503, + "n_ref": 20068 + }, + "6": { + "Dice": 0.8260305006627724, + "FN": 117130, + "FP": 320043, + "IoU": 0.7036217730776766, + "TN": 197612824, + "TP": 1037878, + "n_pred": 1357921, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.6854927400646957, + "FN": 39306, + "FP": 67935, + "IoU": 0.521482658147079, + "TN": 198863764, + "TP": 116870, + "n_pred": 184805, + "n_ref": 156176 + }, + "8": { + "Dice": 0.8242788263259323, + "FN": 8430, + "FP": 38438, + "IoU": 0.7010835942931126, + "TN": 198931082, + "TP": 109925, + "n_pred": 148363, + "n_ref": 118355 + }, + "9": { + "Dice": 0.8814990665406689, + "FN": 7785, + "FP": 17922, + "IoU": 0.7881075823641414, + "TN": 198966554, + "TP": 95614, + "n_pred": 113536, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7090671322265223, + "FN": 24151, + "FP": 107330, + "IoU": 0.5492672391628529, + "TN": 130783487, + "TP": 160224, + "n_pred": 267554, + "n_ref": 184375 + }, + "10": { + "Dice": 0.4292729418744832, + "FN": 14710, + "FP": 166134, + "IoU": 0.2732956942798015, + "TN": 130826337, + "TP": 68011, + "n_pred": 234145, + "n_ref": 82721 + }, + "11": { + "Dice": 0.5767494356659142, + "FN": 1005, + "FP": 3495, + "IoU": 0.40523394131641555, + "TN": 131067626, + "TP": 3066, + "n_pred": 6561, + "n_ref": 4071 + }, + "12": { + "Dice": 0.5509222708677242, + "FN": 797, + "FP": 5460, + "IoU": 0.38018821198613173, + "TN": 131065097, + "TP": 3838, + "n_pred": 9298, + "n_ref": 4635 + }, + "13": { + "Dice": 0.317413914265636, + "FN": 61928, + "FP": 59487, + "IoU": 0.1886464632964683, + "TN": 130925547, + "TP": 28230, + "n_pred": 87717, + "n_ref": 90158 + }, + "14": { + "Dice": 0.41823082698438097, + "FN": 5643, + "FP": 136158, + "IoU": 0.2644069906780584, + "TN": 130882421, + "TP": 50970, + "n_pred": 187128, + "n_ref": 56613 + }, + "15": { + "Dice": 0.2766124184129165, + "FN": 1812, + "FP": 132958, + "IoU": 0.16050505490946013, + "TN": 130914655, + "TP": 25767, + "n_pred": 158725, + "n_ref": 27579 + }, + "2": { + "Dice": 0.4919644501749862, + "FN": 74788, + "FP": 101732, + "IoU": 0.32622868222972046, + "TN": 130813204, + "TP": 85468, + "n_pred": 187200, + "n_ref": 160256 + }, + "3": { + "Dice": 0.6513251766201831, + "FN": 11815, + "FP": 179036, + "IoU": 0.48293715084555655, + "TN": 130706086, + "TP": 178255, + "n_pred": 357291, + "n_ref": 190070 + }, + "4": { + "Dice": 0.7718512687833488, + "FN": 13265, + "FP": 22096, + "IoU": 0.6284672606539464, + "TN": 130980016, + "TP": 59815, + "n_pred": 81911, + "n_ref": 73080 + }, + "5": { + "Dice": 0.6911228689006467, + "FN": 5882, + "FP": 1999, + "IoU": 0.5280273086597197, + "TN": 131058494, + "TP": 8817, + "n_pred": 10816, + "n_ref": 14699 + }, + "6": { + "Dice": 0.7373592837408127, + "FN": 74569, + "FP": 918059, + "IoU": 0.5839818677203595, + "TN": 128689171, + "TP": 1393393, + "n_pred": 2311452, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.3353382865125536, + "FN": 496796, + "FP": 614646, + "IoU": 0.2014453049502916, + "TN": 129683375, + "TP": 280375, + "n_pred": 895021, + "n_ref": 777171 + }, + "8": { + "Dice": 0.917492900011236, + "FN": 9785, + "FP": 11510, + "IoU": 0.8475629397911193, + "TN": 130935495, + "TP": 118402, + "n_pred": 129912, + "n_ref": 128187 + }, + "9": { + "Dice": 0.5396313121568765, + "FN": 19394, + "FP": 59347, + "IoU": 0.3695171751141004, + "TN": 130950302, + "TP": 46149, + "n_pred": 105496, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7313776593588815, + "FN": 8018, + "FP": 144419, + "IoU": 0.5765133057559653, + "TN": 101257243, + "TP": 207520, + "n_pred": 351939, + "n_ref": 215538 + }, + "10": { + "Dice": 0.30468610172346633, + "FN": 16883, + "FP": 115203, + "IoU": 0.17972252928098567, + "TN": 101456174, + "TP": 28940, + "n_pred": 144143, + "n_ref": 45823 + }, + "11": { + "Dice": 0.8247755472611722, + "FN": 871, + "FP": 866, + "IoU": 0.7018025751072962, + "TN": 101611375, + "TP": 4088, + "n_pred": 4954, + "n_ref": 4959 + }, + "12": { + "Dice": 0.669517954201194, + "FN": 1733, + "FP": 1976, + "IoU": 0.503214572729708, + "TN": 101609734, + "TP": 3757, + "n_pred": 5733, + "n_ref": 5490 + }, + "13": { + "Dice": 0.6569756391687038, + "FN": 9963, + "FP": 42376, + "IoU": 0.4891762639078665, + "TN": 101514740, + "TP": 50121, + "n_pred": 92497, + "n_ref": 60084 + }, + "14": { + "Dice": 0.6822157434402333, + "FN": 1047, + "FP": 55524, + "IoU": 0.5176991150442478, + "TN": 101499906, + "TP": 60723, + "n_pred": 116247, + "n_ref": 61770 + }, + "15": { + "Dice": 0.3575325365819829, + "FN": 2333, + "FP": 108837, + "IoU": 0.21768013342434714, + "TN": 101475097, + "TP": 30933, + "n_pred": 139770, + "n_ref": 33266 + }, + "2": { + "Dice": 0.43470903450220927, + "FN": 116855, + "FP": 27457, + "IoU": 0.2777177177177177, + "TN": 101417400, + "TP": 55488, + "n_pred": 82945, + "n_ref": 172343 + }, + "3": { + "Dice": 0.6471952074661645, + "FN": 7304, + "FP": 173319, + "IoU": 0.4784099014418426, + "TN": 101270907, + "TP": 165670, + "n_pred": 338989, + "n_ref": 172974 + }, + "4": { + "Dice": 0.20643296191304836, + "FN": 1503, + "FP": 111593, + "IoU": 0.11509631785675165, + "TN": 101489394, + "TP": 14710, + "n_pred": 126303, + "n_ref": 16213 + }, + "5": { + "Dice": 0.6088773619859207, + "FN": 9829, + "FP": 16562, + "IoU": 0.43768776766880446, + "TN": 101570267, + "TP": 20542, + "n_pred": 37104, + "n_ref": 30371 + }, + "6": { + "Dice": 0.8142655647185646, + "FN": 260176, + "FP": 320808, + "IoU": 0.6867183245169883, + "TN": 99762690, + "TP": 1273526, + "n_pred": 1594334, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.7733898924285405, + "FN": 90175, + "FP": 107698, + "IoU": 0.6305099620936269, + "TN": 101081670, + "TP": 337657, + "n_pred": 445355, + "n_ref": 427832 + }, + "8": { + "Dice": 0.8417781624779248, + "FN": 26745, + "FP": 50394, + "IoU": 0.7267849173685441, + "TN": 101334862, + "TP": 205199, + "n_pred": 255593, + "n_ref": 231944 + }, + "9": { + "Dice": 0.789415160261279, + "FN": 16039, + "FP": 18618, + "IoU": 0.6520940411178927, + "TN": 101517584, + "TP": 64959, + "n_pred": 83577, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7205750903299719, + "FN": 39881, + "FP": 93289, + "IoU": 0.5632023301123729, + "TN": 118877334, + "TP": 171708, + "n_pred": 264997, + "n_ref": 211589 + }, + "10": { + "Dice": 0.5256863583181145, + "FN": 19868, + "FP": 89993, + "IoU": 0.35656344990365524, + "TN": 119011471, + "TP": 60880, + "n_pred": 150873, + "n_ref": 80748 + }, + "11": { + "Dice": 0.5951935914552737, + "FN": 1809, + "FP": 1223, + "IoU": 0.4236837103212317, + "TN": 119176951, + "TP": 2229, + "n_pred": 3452, + "n_ref": 4038 + }, + "12": { + "Dice": 0.3053697687750812, + "FN": 2537, + "FP": 4733, + "IoU": 0.18019846639603068, + "TN": 119173344, + "TP": 1598, + "n_pred": 6331, + "n_ref": 4135 + }, + "13": { + "Dice": 0.6057595263193307, + "FN": 6066, + "FP": 29090, + "IoU": 0.4344727740690099, + "TN": 119120047, + "TP": 27009, + "n_pred": 56099, + "n_ref": 33075 + }, + "14": { + "Dice": 0.11682140798027794, + "FN": 54115, + "FP": 123577, + "IoU": 0.06203416313000148, + "TN": 118992768, + "TP": 11752, + "n_pred": 135329, + "n_ref": 65867 + }, + "15": { + "Dice": 0.14669899953138577, + "FN": 4598, + "FP": 182955, + "IoU": 0.07915551736835645, + "TN": 118978537, + "TP": 16122, + "n_pred": 199077, + "n_ref": 20720 + }, + "2": { + "Dice": 0.7150512909553352, + "FN": 41110, + "FP": 80334, + "IoU": 0.5564823606748959, + "TN": 118908392, + "TP": 152376, + "n_pred": 232710, + "n_ref": 193486 + }, + "3": { + "Dice": 0.6993859331667696, + "FN": 16307, + "FP": 139026, + "IoU": 0.5377351752542958, + "TN": 118846186, + "TP": 180693, + "n_pred": 319719, + "n_ref": 197000 + }, + "4": { + "Dice": 0.5591546023378225, + "FN": 8441, + "FP": 46584, + "IoU": 0.38807397604564003, + "TN": 119092291, + "TP": 34896, + "n_pred": 81480, + "n_ref": 43337 + }, + "5": { + "Dice": 0.8615571564968318, + "FN": 2833, + "FP": 1952, + "IoU": 0.7567856053674901, + "TN": 119162538, + "TP": 14889, + "n_pred": 16841, + "n_ref": 17722 + }, + "6": { + "Dice": 0.876371672757927, + "FN": 104145, + "FP": 357082, + "IoU": 0.779948005501932, + "TN": 117086221, + "TP": 1634764, + "n_pred": 1991846, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.5463505695969813, + "FN": 133437, + "FP": 139224, + "IoU": 0.37584754492388694, + "TN": 118745362, + "TP": 164189, + "n_pred": 303413, + "n_ref": 297626 + }, + "8": { + "Dice": 0.922895260922437, + "FN": 3615, + "FP": 9510, + "IoU": 0.856829635447346, + "TN": 119090538, + "TP": 78549, + "n_pred": 88059, + "n_ref": 82164 + }, + "9": { + "Dice": 0.8357190098261527, + "FN": 14759, + "FP": 13061, + "IoU": 0.7177983810431925, + "TN": 119083630, + "TP": 70762, + "n_pred": 83823, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 61673, + "IoU": 0.0, + "TN": 61270807, + "TP": 0, + "n_pred": 61673, + "n_ref": 0 + }, + "10": { + "Dice": 0.5472241897271817, + "FN": 12023, + "FP": 25053, + "IoU": 0.37667490459138214, + "TN": 61272999, + "TP": 22405, + "n_pred": 47458, + "n_ref": 34428 + }, + "11": { + "Dice": 0.7862167640395851, + "FN": 567, + "FP": 1226, + "IoU": 0.6477406679764244, + "TN": 61327390, + "TP": 3297, + "n_pred": 4523, + "n_ref": 3864 + }, + "12": { + "Dice": 0.4177728098365237, + "FN": 3355, + "FP": 812, + "IoU": 0.2640409749205228, + "TN": 61326818, + "TP": 1495, + "n_pred": 2307, + "n_ref": 4850 + }, + "13": { + "Dice": 0.43291147739098323, + "FN": 26904, + "FP": 40668, + "IoU": 0.27625208859946015, + "TN": 61239116, + "TP": 25792, + "n_pred": 66460, + "n_ref": 52696 + }, + "14": { + "Dice": 0.8802793274294854, + "FN": 44934, + "FP": 16442, + "IoU": 0.7861597530468473, + "TN": 61045462, + "TP": 225642, + "n_pred": 242084, + "n_ref": 270576 + }, + "15": { + "Dice": 0.4796017993303424, + "FN": 58193, + "FP": 28688, + "IoU": 0.3154448611680166, + "TN": 61205564, + "TP": 40035, + "n_pred": 68723, + "n_ref": 98228 + }, + "2": { + "Dice": 0.47061319133061713, + "FN": 96604, + "FP": 48142, + "IoU": 0.30771364619004804, + "TN": 61123396, + "TP": 64338, + "n_pred": 112480, + "n_ref": 160942 + }, + "3": { + "Dice": 0.6060204800079054, + "FN": 5991, + "FP": 153486, + "IoU": 0.43474130811573347, + "TN": 61050349, + "TP": 122654, + "n_pred": 276140, + "n_ref": 128645 + }, + "4": { + "Dice": 0.7440741024854249, + "FN": 3390, + "FP": 23300, + "IoU": 0.5924506405655912, + "TN": 61266991, + "TP": 38799, + "n_pred": 62099, + "n_ref": 42189 + }, + "5": { + "Dice": 0.7569274269557021, + "FN": 541, + "FP": 4617, + "IoU": 0.6089165213435439, + "TN": 61319291, + "TP": 8031, + "n_pred": 12648, + "n_ref": 8572 + }, + "6": { + "Dice": 0.8385282811800865, + "FN": 47002, + "FP": 399399, + "IoU": 0.7219532491346873, + "TN": 59726991, + "TP": 1159088, + "n_pred": 1558487, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.39264856503204093, + "FN": 139247, + "FP": 61776, + "IoU": 0.2442829592147457, + "TN": 61066477, + "TP": 64980, + "n_pred": 126756, + "n_ref": 204227 + }, + "8": { + "Dice": 0.9151444550838309, + "FN": 7189, + "FP": 6724, + "IoU": 0.8435634212982224, + "TN": 61243543, + "TP": 75024, + "n_pred": 81748, + "n_ref": 82213 + }, + "9": { + "Dice": 0.7709795830877231, + "FN": 5825, + "FP": 28365, + "IoU": 0.6273122663207578, + "TN": 61240741, + "TP": 57549, + "n_pred": 85914, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7263293797477848, + "FN": 41575, + "FP": 60595, + "IoU": 0.5702646886869035, + "TN": 148869749, + "TP": 135581, + "n_pred": 196176, + "n_ref": 177156 + }, + "10": { + "Dice": 0.6294566801453232, + "FN": 11469, + "FP": 60741, + "IoU": 0.45927528960709285, + "TN": 148973957, + "TP": 61333, + "n_pred": 122074, + "n_ref": 72802 + }, + "11": { + "Dice": 0.7174603174603175, + "FN": 683, + "FP": 830, + "IoU": 0.5594059405940595, + "TN": 149104066, + "TP": 1921, + "n_pred": 2751, + "n_ref": 2604 + }, + "12": { + "Dice": 0.48162436548223353, + "FN": 911, + "FP": 1642, + "IoU": 0.3171971115271463, + "TN": 149103761, + "TP": 1186, + "n_pred": 2828, + "n_ref": 2097 + }, + "13": { + "Dice": 0.5325625216024261, + "FN": 36602, + "FP": 47246, + "IoU": 0.36292007628425765, + "TN": 148975887, + "TP": 47765, + "n_pred": 95011, + "n_ref": 84367 + }, + "14": { + "Dice": 0.7827298422095119, + "FN": 5140, + "FP": 43673, + "IoU": 0.6430206451707268, + "TN": 148970761, + "TP": 87926, + "n_pred": 131599, + "n_ref": 93066 + }, + "15": { + "Dice": 0.4415375009850335, + "FN": 1623, + "FP": 90506, + "IoU": 0.28331608958451643, + "TN": 148978951, + "TP": 36420, + "n_pred": 126926, + "n_ref": 38043 + }, + "2": { + "Dice": 0.4465794712703046, + "FN": 88699, + "FP": 80594, + "IoU": 0.2874813761058595, + "TN": 148869902, + "TP": 68305, + "n_pred": 148899, + "n_ref": 157004 + }, + "3": { + "Dice": 0.34779899087956473, + "FN": 16556, + "FP": 146701, + "IoU": 0.21050646317224972, + "TN": 148900713, + "TP": 43530, + "n_pred": 190231, + "n_ref": 60086 + }, + "4": { + "Dice": 0.9039022202287509, + "FN": 1650, + "FP": 3492, + "IoU": 0.8246547314578005, + "TN": 149078175, + "TP": 24183, + "n_pred": 27675, + "n_ref": 25833 + }, + "5": { + "Dice": 0.24530942384781423, + "FN": 28545, + "FP": 3272, + "IoU": 0.1398020979777225, + "TN": 149070512, + "TP": 5171, + "n_pred": 8443, + "n_ref": 33716 + }, + "6": { + "Dice": 0.9193602960797685, + "FN": 51810, + "FP": 133132, + "IoU": 0.8507556151644342, + "TN": 147868311, + "TP": 1054247, + "n_pred": 1187379, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.39591568336443655, + "FN": 167360, + "FP": 161518, + "IoU": 0.24681725222202627, + "TN": 148670849, + "TP": 107773, + "n_pred": 269291, + "n_ref": 275133 + }, + "8": { + "Dice": 0.8582223520209457, + "FN": 18954, + "FP": 50467, + "IoU": 0.7516545393404738, + "TN": 148827966, + "TP": 210113, + "n_pred": 260580, + "n_ref": 229067 + }, + "9": { + "Dice": 0.7749052568383925, + "FN": 15205, + "FP": 26788, + "IoU": 0.6325267993874426, + "TN": 148993225, + "TP": 72282, + "n_pred": 99070, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.1283737616813767, + "FN": 478749, + "FP": 14934, + "IoU": 0.06858942189050596, + "TN": 100182762, + "TP": 36355, + "n_pred": 51289, + "n_ref": 515104 + }, + "10": { + "Dice": 0.19138475086225876, + "FN": 24127, + "FP": 97082, + "IoU": 0.10581838837945305, + "TN": 100577247, + "TP": 14344, + "n_pred": 111426, + "n_ref": 38471 + }, + "11": { + "Dice": 0.29824249955618676, + "FN": 1801, + "FP": 6105, + "IoU": 0.17525558105570624, + "TN": 100703214, + "TP": 1680, + "n_pred": 7785, + "n_ref": 3481 + }, + "12": { + "Dice": 0.4075471698113208, + "FN": 3281, + "FP": 4255, + "IoU": 0.2559241706161137, + "TN": 100702672, + "TP": 2592, + "n_pred": 6847, + "n_ref": 5873 + }, + "13": { + "Dice": 0.006732898816680377, + "FN": 38889, + "FP": 39594, + "IoU": 0.003377820670738676, + "TN": 100634051, + "TP": 266, + "n_pred": 39860, + "n_ref": 39155 + }, + "14": { + "Dice": 0.6309769415071362, + "FN": 34464, + "FP": 105233, + "IoU": 0.4608957735173351, + "TN": 100453672, + "TP": 119431, + "n_pred": 224664, + "n_ref": 153895 + }, + "15": { + "Dice": 0.6429304950763034, + "FN": 14503, + "FP": 75205, + "IoU": 0.47376386599480264, + "TN": 100542329, + "TP": 80763, + "n_pred": 155968, + "n_ref": 95266 + }, + "2": { + "Dice": 0.18438062705593838, + "FN": 200338, + "FP": 90007, + "IoU": 0.10155246733072784, + "TN": 100389637, + "TP": 32818, + "n_pred": 122825, + "n_ref": 233156 + }, + "3": { + "Dice": 0.5478710670173474, + "FN": 58028, + "FP": 215817, + "IoU": 0.37728816950987126, + "TN": 100273038, + "TP": 165917, + "n_pred": 381734, + "n_ref": 223945 + }, + "4": { + "Dice": 0.3232983698860282, + "FN": 7812, + "FP": 200830, + "IoU": 0.19281806856957157, + "TN": 100454318, + "TP": 49840, + "n_pred": 250670, + "n_ref": 57652 + }, + "5": { + "Dice": 0.4853267200240484, + "FN": 10015, + "FP": 3682, + "IoU": 0.32041677003225005, + "TN": 100692645, + "TP": 6458, + "n_pred": 10140, + "n_ref": 16473 + }, + "6": { + "Dice": 0.4518118278261716, + "FN": 1186794, + "FP": 976032, + "IoU": 0.2918326311663895, + "TN": 97658683, + "TP": 891291, + "n_pred": 1867323, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.45738637818789024, + "FN": 83002, + "FP": 128868, + "IoU": 0.2965009330402502, + "TN": 100411634, + "TP": 89296, + "n_pred": 218164, + "n_ref": 172298 + }, + "8": { + "Dice": 0.8719517848864163, + "FN": 11960, + "FP": 15660, + "IoU": 0.7729738615814565, + "TN": 100591140, + "TP": 94040, + "n_pred": 109700, + "n_ref": 106000 + }, + "9": { + "Dice": 0.6408354548137182, + "FN": 37791, + "FP": 34020, + "IoU": 0.4714921803127875, + "TN": 100576925, + "TP": 64064, + "n_pred": 98084, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6932598792655239, + "FN": 6231, + "FP": 57132, + "IoU": 0.5305262066001808, + "TN": 78815734, + "TP": 71603, + "n_pred": 128735, + "n_ref": 77834 + }, + "10": { + "Dice": 0.5658704223623449, + "FN": 20502, + "FP": 7795, + "IoU": 0.3945741243929053, + "TN": 78903961, + "TP": 18442, + "n_pred": 26237, + "n_ref": 38944 + }, + "11": { + "Dice": 0.3140081479160138, + "FN": 867, + "FP": 1322, + "IoU": 0.1862453531598513, + "TN": 78948010, + "TP": 501, + "n_pred": 1823, + "n_ref": 1368 + }, + "12": { + "Dice": 0.46882217090069284, + "FN": 1545, + "FP": 755, + "IoU": 0.30618401206636503, + "TN": 78947385, + "TP": 1015, + "n_pred": 1770, + "n_ref": 2560 + }, + "13": { + "Dice": 0.22439186257242769, + "FN": 50614, + "FP": 10158, + "IoU": 0.1263746531920705, + "TN": 78881137, + "TP": 8791, + "n_pred": 18949, + "n_ref": 59405 + }, + "14": { + "Dice": 0.4900617325825928, + "FN": 5597, + "FP": 39505, + "IoU": 0.3245574624853985, + "TN": 78883926, + "TP": 21672, + "n_pred": 61177, + "n_ref": 27269 + }, + "15": { + "Dice": 0.8178173017714195, + "FN": 2010, + "FP": 23434, + "IoU": 0.6917858830084915, + "TN": 78868147, + "TP": 57109, + "n_pred": 80543, + "n_ref": 59119 + }, + "2": { + "Dice": 0.6228568792101135, + "FN": 32622, + "FP": 49120, + "IoU": 0.45228187964433364, + "TN": 78801459, + "TP": 67499, + "n_pred": 116619, + "n_ref": 100121 + }, + "3": { + "Dice": 0.711331665016761, + "FN": 965, + "FP": 66978, + "IoU": 0.5519897134944446, + "TN": 78799045, + "TP": 83712, + "n_pred": 150690, + "n_ref": 84677 + }, + "4": { + "Dice": 0.6622793065054875, + "FN": 473, + "FP": 16513, + "IoU": 0.4950804078356767, + "TN": 78917059, + "TP": 16655, + "n_pred": 33168, + "n_ref": 17128 + }, + "5": { + "Dice": 0.345611076595367, + "FN": 27010, + "FP": 2482, + "IoU": 0.20890557939914164, + "TN": 78913420, + "TP": 7788, + "n_pred": 10270, + "n_ref": 34798 + }, + "6": { + "Dice": 0.859045033185234, + "FN": 80638, + "FP": 124942, + "IoU": 0.7529175630686393, + "TN": 78118670, + "TP": 626450, + "n_pred": 751392, + "n_ref": 707088 + }, + "7": { + "Dice": 0.27279741943142566, + "FN": 601616, + "FP": 35476, + "IoU": 0.1579417623042365, + "TN": 78194111, + "TP": 119497, + "n_pred": 154973, + "n_ref": 721113 + }, + "8": { + "Dice": 0.8518024829894143, + "FN": 74537, + "FP": 14740, + "IoU": 0.7418605861534547, + "TN": 78604852, + "TP": 256571, + "n_pred": 271311, + "n_ref": 331108 + }, + "9": { + "Dice": 0.6215839453618375, + "FN": 23829, + "FP": 16618, + "IoU": 0.4509407324953167, + "TN": 78877034, + "TP": 33219, + "n_pred": 49837, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7373464600950559, + "FN": 4852, + "FP": 97274, + "IoU": 0.583965780629392, + "TN": 104758965, + "TP": 143349, + "n_pred": 240623, + "n_ref": 148201 + }, + "10": { + "Dice": 0.4055385665805485, + "FN": 17147, + "FP": 188328, + "IoU": 0.2543420355491686, + "TN": 104728878, + "TP": 70087, + "n_pred": 258415, + "n_ref": 87234 + }, + "11": { + "Dice": 0.878556557945871, + "FN": 533, + "FP": 517, + "IoU": 0.7834158415841584, + "TN": 104999592, + "TP": 3798, + "n_pred": 4315, + "n_ref": 4331 + }, + "12": { + "Dice": 0.6514206514206514, + "FN": 1073, + "FP": 2951, + "IoU": 0.4830421377183967, + "TN": 104996656, + "TP": 3760, + "n_pred": 6711, + "n_ref": 4833 + }, + "13": { + "Dice": 0.6220850623127663, + "FN": 33068, + "FP": 21303, + "IoU": 0.45146840730016846, + "TN": 104905319, + "TP": 44750, + "n_pred": 66053, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9145995866961948, + "FN": 2146, + "FP": 10541, + "IoU": 0.842637956910559, + "TN": 104923817, + "TP": 67936, + "n_pred": 78477, + "n_ref": 70082 + }, + "15": { + "Dice": 0.29970632987483015, + "FN": 428, + "FP": 111411, + "IoU": 0.17626739141642914, + "TN": 104868669, + "TP": 23932, + "n_pred": 135343, + "n_ref": 24360 + }, + "2": { + "Dice": 0.7486430225677287, + "FN": 46135, + "FP": 37544, + "IoU": 0.5982649524230175, + "TN": 104796146, + "TP": 124615, + "n_pred": 162159, + "n_ref": 170750 + }, + "3": { + "Dice": 0.7338046479378955, + "FN": 5375, + "FP": 102124, + "IoU": 0.5795350983897022, + "TN": 104748773, + "TP": 148168, + "n_pred": 250292, + "n_ref": 153543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 31382, + "IoU": 0.0, + "TN": 104973058, + "TP": 0, + "n_pred": 31382, + "n_ref": 0 + }, + "5": { + "Dice": 0.5539989200215996, + "FN": 11613, + "FP": 18121, + "IoU": 0.38312483143503245, + "TN": 104956239, + "TP": 18467, + "n_pred": 36588, + "n_ref": 30080 + }, + "6": { + "Dice": 0.8155597689202846, + "FN": 43942, + "FP": 495172, + "IoU": 0.6885613537264217, + "TN": 103273396, + "TP": 1191930, + "n_pred": 1687102, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.5449438202247191, + "FN": 20766, + "FP": 328830, + "IoU": 0.3745173745173745, + "TN": 104445518, + "TP": 209326, + "n_pred": 538156, + "n_ref": 230092 + }, + "8": { + "Dice": 0.9180580306209727, + "FN": 38272, + "FP": 20263, + "IoU": 0.8485279771038787, + "TN": 104617999, + "TP": 327906, + "n_pred": 348169, + "n_ref": 366178 + }, + "9": { + "Dice": 0.8087210297253171, + "FN": 6126, + "FP": 35231, + "IoU": 0.6788678805761541, + "TN": 104875655, + "TP": 87428, + "n_pred": 122659, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7655972466457891, + "FN": 72436, + "FP": 139240, + "IoU": 0.6202167360413378, + "TN": 177118928, + "TP": 345684, + "n_pred": 484924, + "n_ref": 418120 + }, + "10": { + "Dice": 0.31634811803490887, + "FN": 32858, + "FP": 136151, + "IoU": 0.18789401860536634, + "TN": 177468176, + "TP": 39103, + "n_pred": 175254, + "n_ref": 71961 + }, + "11": { + "Dice": 0.7720781446361248, + "FN": 1364, + "FP": 631, + "IoU": 0.6287681429103089, + "TN": 177670914, + "TP": 3379, + "n_pred": 4010, + "n_ref": 4743 + }, + "12": { + "Dice": 0.6122036533229693, + "FN": 1260, + "FP": 3729, + "IoU": 0.4411336395205556, + "TN": 177667361, + "TP": 3938, + "n_pred": 7667, + "n_ref": 5198 + }, + "13": { + "Dice": 0.5872524266915298, + "FN": 13468, + "FP": 75955, + "IoU": 0.4156810726747605, + "TN": 177523250, + "TP": 63615, + "n_pred": 139570, + "n_ref": 77083 + }, + "14": { + "Dice": 0.7752520052169964, + "FN": 2836, + "FP": 39727, + "IoU": 0.6329889973441866, + "TN": 177560316, + "TP": 73409, + "n_pred": 113136, + "n_ref": 76245 + }, + "15": { + "Dice": 0.21516328156113101, + "FN": 1558, + "FP": 156100, + "IoU": 0.12055068082044303, + "TN": 177497019, + "TP": 21611, + "n_pred": 177711, + "n_ref": 23169 + }, + "2": { + "Dice": 0.7952497952497952, + "FN": 46383, + "FP": 40117, + "IoU": 0.6600951733514616, + "TN": 177421805, + "TP": 167983, + "n_pred": 208100, + "n_ref": 214366 + }, + "3": { + "Dice": 0.7518170986906335, + "FN": 21842, + "FP": 100433, + "IoU": 0.6023292723381836, + "TN": 177368810, + "TP": 185203, + "n_pred": 285636, + "n_ref": 207045 + }, + "4": { + "Dice": 0.6692806160781367, + "FN": 5927, + "FP": 22245, + "IoU": 0.5029464695296235, + "TN": 177619610, + "TP": 28506, + "n_pred": 50751, + "n_ref": 34433 + }, + "5": { + "Dice": 0.6644922062761793, + "FN": 11827, + "FP": 7717, + "IoU": 0.49755771504961693, + "TN": 177637390, + "TP": 19354, + "n_pred": 27071, + "n_ref": 31181 + }, + "6": { + "Dice": 0.8268532326522062, + "FN": 147710, + "FP": 546612, + "IoU": 0.704816529070378, + "TN": 175324117, + "TP": 1657849, + "n_pred": 2204461, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.5617622007675847, + "FN": 65125, + "FP": 407720, + "IoU": 0.39059062490736646, + "TN": 176900381, + "TP": 303062, + "n_pred": 710782, + "n_ref": 368187 + }, + "8": { + "Dice": 0.8327212407655883, + "FN": 12950, + "FP": 61977, + "IoU": 0.713386784585842, + "TN": 177414866, + "TP": 186495, + "n_pred": 248472, + "n_ref": 199445 + }, + "9": { + "Dice": 0.8039795315080223, + "FN": 16916, + "FP": 40774, + "IoU": 0.6722121842293662, + "TN": 177500290, + "TP": 118308, + "n_pred": 159082, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8097685011063861, + "FN": 11588, + "FP": 70857, + "IoU": 0.6803453797510071, + "TN": 193747616, + "TP": 175474, + "n_pred": 246331, + "n_ref": 187062 + }, + "10": { + "Dice": 0.8563743179017779, + "FN": 9205, + "FP": 16905, + "IoU": 0.7488239651374206, + "TN": 193901584, + "TP": 77841, + "n_pred": 94746, + "n_ref": 87046 + }, + "11": { + "Dice": 0.7543118620204153, + "FN": 969, + "FP": 427, + "IoU": 0.6055382876518791, + "TN": 194001996, + "TP": 2143, + "n_pred": 2570, + "n_ref": 3112 + }, + "12": { + "Dice": 0.6693867457962414, + "FN": 1243, + "FP": 1431, + "IoU": 0.5030663445456235, + "TN": 194000154, + "TP": 2707, + "n_pred": 4138, + "n_ref": 3950 + }, + "13": { + "Dice": 0.647138371623092, + "FN": 25244, + "FP": 20158, + "IoU": 0.47834779111851555, + "TN": 193918500, + "TP": 41633, + "n_pred": 61791, + "n_ref": 66877 + }, + "14": { + "Dice": 0.8475891056966135, + "FN": 1493, + "FP": 25267, + "IoU": 0.735492097381609, + "TN": 193904366, + "TP": 74409, + "n_pred": 99676, + "n_ref": 75902 + }, + "15": { + "Dice": 0.20254845230074114, + "FN": 524, + "FP": 160440, + "IoU": 0.11268646020528539, + "TN": 193824129, + "TP": 20442, + "n_pred": 180882, + "n_ref": 20966 + }, + "2": { + "Dice": 0.870890713203337, + "FN": 8150, + "FP": 30617, + "IoU": 0.771307723164775, + "TN": 193836019, + "TP": 130749, + "n_pred": 161366, + "n_ref": 138899 + }, + "3": { + "Dice": 0.8716487076699099, + "FN": 7028, + "FP": 30529, + "IoU": 0.7724976375663298, + "TN": 193840451, + "TP": 127527, + "n_pred": 158056, + "n_ref": 134555 + }, + "4": { + "Dice": 0.8077660497689156, + "FN": 1017, + "FP": 8508, + "IoU": 0.677523106612046, + "TN": 193975998, + "TP": 20012, + "n_pred": 28520, + "n_ref": 21029 + }, + "5": { + "Dice": 0.49815704664312316, + "FN": 14363, + "FP": 11642, + "IoU": 0.33169716282894735, + "TN": 193966623, + "TP": 12907, + "n_pred": 24549, + "n_ref": 27270 + }, + "6": { + "Dice": 0.8779887804698555, + "FN": 72851, + "FP": 291893, + "IoU": 0.782513369908657, + "TN": 192328448, + "TP": 1312343, + "n_pred": 1604236, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.7198549077293394, + "FN": 106649, + "FP": 60945, + "IoU": 0.5623229054860452, + "TN": 193622618, + "TP": 215323, + "n_pred": 276268, + "n_ref": 321972 + }, + "8": { + "Dice": 0.862967359510897, + "FN": 18948, + "FP": 51700, + "IoU": 0.7589644560596652, + "TN": 193712433, + "TP": 222454, + "n_pred": 274154, + "n_ref": 241402 + }, + "9": { + "Dice": 0.7924107827402553, + "FN": 20901, + "FP": 19713, + "IoU": 0.6561923304833658, + "TN": 193887405, + "TP": 77516, + "n_pred": 97229, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7511673131873184, + "FN": 4173, + "FP": 68890, + "IoU": 0.6014955575069678, + "TN": 99472457, + "TP": 110280, + "n_pred": 179170, + "n_ref": 114453 + }, + "10": { + "Dice": 0.7296752344224106, + "FN": 15774, + "FP": 25653, + "IoU": 0.574400542439746, + "TN": 99558462, + "TP": 55911, + "n_pred": 81564, + "n_ref": 71685 + }, + "11": { + "Dice": 0.7443127202819609, + "FN": 1319, + "FP": 277, + "IoU": 0.5927532533809645, + "TN": 99651881, + "TP": 2323, + "n_pred": 2600, + "n_ref": 3642 + }, + "12": { + "Dice": 0.5044636102284763, + "FN": 1901, + "FP": 1374, + "IoU": 0.33731282881424524, + "TN": 99650858, + "TP": 1667, + "n_pred": 3041, + "n_ref": 3568 + }, + "13": { + "Dice": 0.5262098194960386, + "FN": 19296, + "FP": 27767, + "IoU": 0.35704527446105083, + "TN": 99582602, + "TP": 26135, + "n_pred": 53902, + "n_ref": 45431 + }, + "14": { + "Dice": 0.4268180253029579, + "FN": 15714, + "FP": 87492, + "IoU": 0.2713087437867149, + "TN": 99514168, + "TP": 38426, + "n_pred": 125918, + "n_ref": 54140 + }, + "15": { + "Dice": 0.3192850018579, + "FN": 13458, + "FP": 90963, + "IoU": 0.18996974633465208, + "TN": 99526890, + "TP": 24489, + "n_pred": 115452, + "n_ref": 37947 + }, + "2": { + "Dice": 0.9238588235294117, + "FN": 11684, + "FP": 5305, + "IoU": 0.8584922161973063, + "TN": 99535743, + "TP": 103068, + "n_pred": 108373, + "n_ref": 114752 + }, + "3": { + "Dice": 0.911992725142954, + "FN": 5467, + "FP": 17373, + "IoU": 0.8382230029323852, + "TN": 99514618, + "TP": 118342, + "n_pred": 135715, + "n_ref": 123809 + }, + "4": { + "Dice": 0.5606725929099282, + "FN": 3201, + "FP": 21411, + "IoU": 0.3895379120470273, + "TN": 99615483, + "TP": 15705, + "n_pred": 37116, + "n_ref": 18906 + }, + "5": { + "Dice": 0.7958933298895848, + "FN": 803, + "FP": 2358, + "IoU": 0.660982410982411, + "TN": 99646476, + "TP": 6163, + "n_pred": 8521, + "n_ref": 6966 + }, + "6": { + "Dice": 0.9244681368610529, + "FN": 99932, + "FP": 105008, + "IoU": 0.8595450944270366, + "TN": 98196684, + "TP": 1254176, + "n_pred": 1359184, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.5519547015240046, + "FN": 29528, + "FP": 193612, + "IoU": 0.381172261741337, + "TN": 99295215, + "TP": 137445, + "n_pred": 331057, + "n_ref": 166973 + }, + "8": { + "Dice": 0.9637591496593568, + "FN": 3950, + "FP": 3343, + "IoU": 0.9300532297511149, + "TN": 99551535, + "TP": 96972, + "n_pred": 100315, + "n_ref": 100922 + }, + "9": { + "Dice": 0.8827598062513272, + "FN": 8237, + "FP": 14951, + "IoU": 0.7901253563832195, + "TN": 99545315, + "TP": 87297, + "n_pred": 102248, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7770141095116448, + "FN": 142297, + "FP": 32542, + "IoU": 0.6353418429066032, + "TN": 62604060, + "TP": 304621, + "n_pred": 337163, + "n_ref": 446918 + }, + "10": { + "Dice": 0.6054682432769546, + "FN": 10168, + "FP": 68908, + "IoU": 0.4341731483402861, + "TN": 62943767, + "TP": 60677, + "n_pred": 129585, + "n_ref": 70845 + }, + "11": { + "Dice": 0.7039455782312926, + "FN": 958, + "FP": 1218, + "IoU": 0.5431450766323745, + "TN": 63078757, + "TP": 2587, + "n_pred": 3805, + "n_ref": 3545 + }, + "12": { + "Dice": 0.6132504716457663, + "FN": 739, + "FP": 2746, + "IoU": 0.4422215108834827, + "TN": 63077272, + "TP": 2763, + "n_pred": 5509, + "n_ref": 3502 + }, + "13": { + "Dice": 0.4635665376600179, + "FN": 26191, + "FP": 18856, + "IoU": 0.30171598642092046, + "TN": 63019009, + "TP": 19464, + "n_pred": 38320, + "n_ref": 45655 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 434, + "IoU": 0.0, + "TN": 63083086, + "TP": 0, + "n_pred": 434, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 113, + "IoU": 0.0, + "TN": 63083407, + "TP": 0, + "n_pred": 113, + "n_ref": 0 + }, + "2": { + "Dice": 0.9077550217812197, + "FN": 3945, + "FP": 20449, + "IoU": 0.831091046315979, + "TN": 62939099, + "TP": 120027, + "n_pred": 140476, + "n_ref": 123972 + }, + "3": { + "Dice": 0.8788722932738471, + "FN": 7227, + "FP": 25950, + "IoU": 0.7839180924716196, + "TN": 62929981, + "TP": 120362, + "n_pred": 146312, + "n_ref": 127589 + }, + "4": { + "Dice": 0.44924015944195317, + "FN": 10816, + "FP": 6870, + "IoU": 0.2896903490100004, + "TN": 63058621, + "TP": 7213, + "n_pred": 14083, + "n_ref": 18029 + }, + "5": { + "Dice": 0.48047303756683074, + "FN": 10169, + "FP": 4504, + "IoU": 0.3161990865877528, + "TN": 63062062, + "TP": 6785, + "n_pred": 11289, + "n_ref": 16954 + }, + "6": { + "Dice": 0.8313451605340002, + "FN": 193581, + "FP": 186227, + "IoU": 0.7113692875424805, + "TN": 61767624, + "TP": 936088, + "n_pred": 1122315, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.6973840870821898, + "FN": 25160, + "FP": 88961, + "IoU": 0.5353720004234217, + "TN": 62837902, + "TP": 131497, + "n_pred": 220458, + "n_ref": 156657 + }, + "8": { + "Dice": 0.9089620468478684, + "FN": 9358, + "FP": 11194, + "IoU": 0.8331167987527608, + "TN": 62960368, + "TP": 102600, + "n_pred": 113794, + "n_ref": 111958 + }, + "9": { + "Dice": 0.813671309419418, + "FN": 2989, + "FP": 15285, + "IoU": 0.6858734142400386, + "TN": 63025346, + "TP": 39900, + "n_pred": 55185, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8736877088794742, + "FN": 31201, + "FP": 50133, + "IoU": 0.7757064499493965, + "TN": 109246195, + "TP": 281289, + "n_pred": 331422, + "n_ref": 312490 + }, + "10": { + "Dice": 0.371341597316351, + "FN": 38889, + "FP": 127151, + "IoU": 0.2280045936609339, + "TN": 109393739, + "TP": 49039, + "n_pred": 176190, + "n_ref": 87928 + }, + "11": { + "Dice": 0.6790622473726758, + "FN": 1526, + "FP": 1253, + "IoU": 0.5140758873929009, + "TN": 109603099, + "TP": 2940, + "n_pred": 4193, + "n_ref": 4466 + }, + "12": { + "Dice": 0.7184746497183302, + "FN": 1594, + "FP": 355, + "IoU": 0.5606402164111812, + "TN": 109604382, + "TP": 2487, + "n_pred": 2842, + "n_ref": 4081 + }, + "13": { + "Dice": 0.2688566254725673, + "FN": 59622, + "FP": 55449, + "IoU": 0.155305810846522, + "TN": 109472590, + "TP": 21157, + "n_pred": 76606, + "n_ref": 80779 + }, + "14": { + "Dice": 0.5724910298556469, + "FN": 24558, + "FP": 83509, + "IoU": 0.40104198420396286, + "TN": 109428393, + "TP": 72358, + "n_pred": 155867, + "n_ref": 96916 + }, + "15": { + "Dice": 0.7080311472680314, + "FN": 12114, + "FP": 63289, + "IoU": 0.5480249355631481, + "TN": 109441988, + "TP": 91427, + "n_pred": 154716, + "n_ref": 103541 + }, + "2": { + "Dice": 0.6070433172341689, + "FN": 101130, + "FP": 45077, + "IoU": 0.43579482746644643, + "TN": 109349680, + "TP": 112931, + "n_pred": 158008, + "n_ref": 214061 + }, + "3": { + "Dice": 0.7863352713076696, + "FN": 20698, + "FP": 101571, + "IoU": 0.6479015602232346, + "TN": 109261560, + "TP": 224989, + "n_pred": 326560, + "n_ref": 245687 + }, + "4": { + "Dice": 0.5065687681098264, + "FN": 14276, + "FP": 55884, + "IoU": 0.3391979203948236, + "TN": 109502644, + "TP": 36014, + "n_pred": 91898, + "n_ref": 50290 + }, + "5": { + "Dice": 0.7198286122351821, + "FN": 2992, + "FP": 2893, + "IoU": 0.5622908144291558, + "TN": 109595373, + "TP": 7560, + "n_pred": 10453, + "n_ref": 10552 + }, + "6": { + "Dice": 0.7328588492445215, + "FN": 52832, + "FP": 820290, + "IoU": 0.5783561277349298, + "TN": 107538061, + "TP": 1197635, + "n_pred": 2017925, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.40791957946485713, + "FN": 865568, + "FP": 99365, + "IoU": 0.2562179486685377, + "TN": 108311485, + "TP": 332400, + "n_pred": 431765, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.8992154881259474, + "FN": 4885, + "FP": 14064, + "IoU": 0.8168860284880463, + "TN": 109505336, + "TP": 84533, + "n_pred": 98597, + "n_ref": 89418 + }, + "9": { + "Dice": 0.6096867724565438, + "FN": 12515, + "FP": 42139, + "IoU": 0.4385247585781796, + "TN": 109511478, + "TP": 42686, + "n_pred": 84825, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6808865334253955, + "FN": 4046, + "FP": 47255, + "IoU": 0.5161697993982892, + "TN": 66961321, + "TP": 54730, + "n_pred": 101985, + "n_ref": 58776 + }, + "10": { + "Dice": 0.6191331004294454, + "FN": 33959, + "FP": 21205, + "IoU": 0.44836551634483657, + "TN": 66967351, + "TP": 44837, + "n_pred": 66042, + "n_ref": 78796 + }, + "11": { + "Dice": 0.2604935131009921, + "FN": 2614, + "FP": 293, + "IoU": 0.14975138929511553, + "TN": 67063933, + "TP": 512, + "n_pred": 805, + "n_ref": 3126 + }, + "12": { + "Dice": 0.6205439662001584, + "FN": 961, + "FP": 1913, + "IoU": 0.4498468606431853, + "TN": 67062128, + "TP": 2350, + "n_pred": 4263, + "n_ref": 3311 + }, + "13": { + "Dice": 0.313762392875147, + "FN": 28875, + "FP": 11963, + "IoU": 0.1860724678120142, + "TN": 67017178, + "TP": 9336, + "n_pred": 21299, + "n_ref": 38211 + }, + "14": { + "Dice": 0.7898247300018305, + "FN": 6439, + "FP": 30303, + "IoU": 0.6526531731251004, + "TN": 66961573, + "TP": 69037, + "n_pred": 99340, + "n_ref": 75476 + }, + "15": { + "Dice": 0.21846616822721354, + "FN": 17351, + "FP": 82894, + "IoU": 0.12262813331466181, + "TN": 66953096, + "TP": 14011, + "n_pred": 96905, + "n_ref": 31362 + }, + "2": { + "Dice": 0.8110381938018706, + "FN": 32092, + "FP": 21004, + "IoU": 0.6821398211228313, + "TN": 66900310, + "TP": 113946, + "n_pred": 134950, + "n_ref": 146038 + }, + "3": { + "Dice": 0.8675331000553721, + "FN": 10747, + "FP": 34946, + "IoU": 0.7660560322759016, + "TN": 66872036, + "TP": 149623, + "n_pred": 184569, + "n_ref": 160370 + }, + "4": { + "Dice": 0.0, + "FN": 13039, + "FP": 24220, + "IoU": 0.0, + "TN": 67030093, + "TP": 0, + "n_pred": 24220, + "n_ref": 13039 + }, + "5": { + "Dice": 0.5066583696328563, + "FN": 4850, + "FP": 3078, + "IoU": 0.33927827318943243, + "TN": 67055353, + "TP": 4071, + "n_pred": 7149, + "n_ref": 8921 + }, + "6": { + "Dice": 0.8767813435184794, + "FN": 146708, + "FP": 115574, + "IoU": 0.7805972047018829, + "TN": 65871916, + "TP": 933154, + "n_pred": 1048728, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.5653700977321138, + "FN": 207219, + "FP": 14783, + "IoU": 0.3940877691440612, + "TN": 66700959, + "TP": 144391, + "n_pred": 159174, + "n_ref": 351610 + }, + "8": { + "Dice": 0.905023651141375, + "FN": 6600, + "FP": 10005, + "IoU": 0.8265234697395502, + "TN": 66971633, + "TP": 79114, + "n_pred": 89119, + "n_ref": 85714 + }, + "9": { + "Dice": 0.8437522902161964, + "FN": 8266, + "FP": 17318, + "IoU": 0.7297331558597959, + "TN": 66972690, + "TP": 69078, + "n_pred": 86396, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6599148297698638, + "FN": 75539, + "FP": 32352, + "IoU": 0.492442453979649, + "TN": 74306711, + "TP": 104678, + "n_pred": 137030, + "n_ref": 180217 + }, + "10": { + "Dice": 0.604697518354872, + "FN": 19745, + "FP": 27851, + "IoU": 0.43338095238095237, + "TN": 74435280, + "TP": 36404, + "n_pred": 64255, + "n_ref": 56149 + }, + "11": { + "Dice": 0.6569197541119788, + "FN": 1410, + "FP": 655, + "IoU": 0.48911429985155863, + "TN": 74515238, + "TP": 1977, + "n_pred": 2632, + "n_ref": 3387 + }, + "12": { + "Dice": 0.512982900569981, + "FN": 986, + "FP": 1321, + "IoU": 0.34497444633730834, + "TN": 74515758, + "TP": 1215, + "n_pred": 2536, + "n_ref": 2201 + }, + "13": { + "Dice": 0.3103975388165168, + "FN": 26747, + "FP": 44982, + "IoU": 0.1837103969410051, + "TN": 74431408, + "TP": 16143, + "n_pred": 61125, + "n_ref": 42890 + }, + "14": { + "Dice": 0.46167656183561945, + "FN": 2609, + "FP": 65757, + "IoU": 0.3001167052271657, + "TN": 74421598, + "TP": 29316, + "n_pred": 95073, + "n_ref": 31925 + }, + "15": { + "Dice": 0.4505904404873477, + "FN": 6320, + "FP": 52302, + "IoU": 0.2908142896892126, + "TN": 74436619, + "TP": 24039, + "n_pred": 76341, + "n_ref": 30359 + }, + "2": { + "Dice": 0.7552393823567617, + "FN": 4275, + "FP": 84286, + "IoU": 0.6067346376901693, + "TN": 74294086, + "TP": 136633, + "n_pred": 220919, + "n_ref": 140908 + }, + "3": { + "Dice": 0.6700974199163368, + "FN": 36300, + "FP": 81208, + "IoU": 0.5038695540196496, + "TN": 74282431, + "TP": 119341, + "n_pred": 200549, + "n_ref": 155641 + }, + "4": { + "Dice": 0.37013033772593074, + "FN": 8138, + "FP": 9356, + "IoU": 0.227091985508527, + "TN": 74496646, + "TP": 5140, + "n_pred": 14496, + "n_ref": 13278 + }, + "5": { + "Dice": 0.5788137788137788, + "FN": 4567, + "FP": 3564, + "IoU": 0.40727511299023184, + "TN": 74505562, + "TP": 5587, + "n_pred": 9151, + "n_ref": 10154 + }, + "6": { + "Dice": 0.902137367544876, + "FN": 144407, + "FP": 172683, + "IoU": 0.8217215349860735, + "TN": 72740658, + "TP": 1461532, + "n_pred": 1634215, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.5892650539545224, + "FN": 89266, + "FP": 19366, + "IoU": 0.41770075633720527, + "TN": 74332723, + "TP": 77925, + "n_pred": 97291, + "n_ref": 167191 + }, + "8": { + "Dice": 0.9451705863120357, + "FN": 2226, + "FP": 4985, + "IoU": 0.8960411740960729, + "TN": 74449916, + "TP": 62153, + "n_pred": 67138, + "n_ref": 64379 + }, + "9": { + "Dice": 0.8245930742838905, + "FN": 10181, + "FP": 24993, + "IoU": 0.7015383832127008, + "TN": 74401429, + "TP": 82677, + "n_pred": 107670, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8643478911870197, + "FN": 28924, + "FP": 50802, + "IoU": 0.7611027043224211, + "TN": 65717455, + "TP": 253999, + "n_pred": 304801, + "n_ref": 282923 + }, + "10": { + "Dice": 0.3706014049546553, + "FN": 37846, + "FP": 117336, + "IoU": 0.2274467438977642, + "TN": 65850311, + "TP": 45687, + "n_pred": 163023, + "n_ref": 83533 + }, + "11": { + "Dice": 0.5862496128832456, + "FN": 1744, + "FP": 928, + "IoU": 0.41467688937568453, + "TN": 66046615, + "TP": 1893, + "n_pred": 2821, + "n_ref": 3637 + }, + "12": { + "Dice": 0.3690917516218721, + "FN": 1433, + "FP": 4013, + "IoU": 0.2263105554766302, + "TN": 66044141, + "TP": 1593, + "n_pred": 5606, + "n_ref": 3026 + }, + "13": { + "Dice": 0.6733455728171626, + "FN": 11500, + "FP": 23551, + "IoU": 0.5075515967236607, + "TN": 65980003, + "TP": 36126, + "n_pred": 59677, + "n_ref": 47626 + }, + "14": { + "Dice": 0.7497356616995147, + "FN": 1589, + "FP": 36518, + "IoU": 0.5996617185119817, + "TN": 65955993, + "TP": 57080, + "n_pred": 93598, + "n_ref": 58669 + }, + "15": { + "Dice": 0.6405260300416239, + "FN": 3360, + "FP": 20476, + "IoU": 0.47115725949591764, + "TN": 66006108, + "TP": 21236, + "n_pred": 41712, + "n_ref": 24596 + }, + "2": { + "Dice": 0.6490012667263583, + "FN": 65304, + "FP": 19763, + "IoU": 0.4803862881157154, + "TN": 65887468, + "TP": 78645, + "n_pred": 98408, + "n_ref": 143949 + }, + "3": { + "Dice": 0.7339347158932391, + "FN": 14771, + "FP": 88225, + "IoU": 0.5796973703540473, + "TN": 65806128, + "TP": 142056, + "n_pred": 230281, + "n_ref": 156827 + }, + "4": { + "Dice": 0.8555991509616003, + "FN": 2924, + "FP": 6056, + "IoU": 0.7476393884892086, + "TN": 66015596, + "TP": 26604, + "n_pred": 32660, + "n_ref": 29528 + }, + "5": { + "Dice": 0.7716163998594872, + "FN": 2291, + "FP": 2260, + "IoU": 0.6281558950894681, + "TN": 66038941, + "TP": 7688, + "n_pred": 9948, + "n_ref": 9979 + }, + "6": { + "Dice": 0.7410930500526838, + "FN": 61305, + "FP": 610979, + "IoU": 0.5886797670659437, + "TN": 64416726, + "TP": 962170, + "n_pred": 1573149, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.4500797129571105, + "FN": 681374, + "FP": 39891, + "IoU": 0.29038894239898155, + "TN": 65034757, + "TP": 295158, + "n_pred": 335049, + "n_ref": 976532 + }, + "8": { + "Dice": 0.9327516569387682, + "FN": 3472, + "FP": 7750, + "IoU": 0.8739780792381637, + "TN": 65962132, + "TP": 77826, + "n_pred": 85576, + "n_ref": 81298 + }, + "9": { + "Dice": 0.7392117629422998, + "FN": 13376, + "FP": 26637, + "IoU": 0.5863092161038853, + "TN": 65954458, + "TP": 56709, + "n_pred": 83346, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9415594170964996, + "FN": 3230, + "FP": 15442, + "IoU": 0.8895722937168812, + "TN": 113303452, + "TP": 150416, + "n_pred": 165858, + "n_ref": 153646 + }, + "10": { + "Dice": 0.6311583603867147, + "FN": 9798, + "FP": 72914, + "IoU": 0.4610893927547563, + "TN": 113319060, + "TP": 70768, + "n_pred": 143682, + "n_ref": 80566 + }, + "11": { + "Dice": 0.6605607476635514, + "FN": 1463, + "FP": 353, + "IoU": 0.49316215461903434, + "TN": 113468957, + "TP": 1767, + "n_pred": 2120, + "n_ref": 3230 + }, + "12": { + "Dice": 0.7229694505265353, + "FN": 616, + "FP": 2041, + "IoU": 0.5661332462442847, + "TN": 113466416, + "TP": 3467, + "n_pred": 5508, + "n_ref": 4083 + }, + "13": { + "Dice": 0.505556006164328, + "FN": 33245, + "FP": 52099, + "IoU": 0.3382903663500678, + "TN": 113343565, + "TP": 43631, + "n_pred": 95730, + "n_ref": 76876 + }, + "14": { + "Dice": 0.8384525977296502, + "FN": 47182, + "FP": 36212, + "IoU": 0.7218410510761923, + "TN": 113172733, + "TP": 216413, + "n_pred": 252625, + "n_ref": 263595 + }, + "15": { + "Dice": 0.20688552782432312, + "FN": 3116, + "FP": 140774, + "IoU": 0.11537775810447752, + "TN": 113309883, + "TP": 18767, + "n_pred": 159541, + "n_ref": 21883 + }, + "2": { + "Dice": 0.828692779613025, + "FN": 12070, + "FP": 35483, + "IoU": 0.7074939564867043, + "TN": 113309969, + "TP": 115018, + "n_pred": 150501, + "n_ref": 127088 + }, + "3": { + "Dice": 0.7346927285182092, + "FN": 2859, + "FP": 81960, + "IoU": 0.5806437258973598, + "TN": 113270280, + "TP": 117441, + "n_pred": 199401, + "n_ref": 120300 + }, + "4": { + "Dice": 0.6884909157448617, + "FN": 1932, + "FP": 24455, + "IoU": 0.5249608439699713, + "TN": 113416993, + "TP": 29160, + "n_pred": 53615, + "n_ref": 31092 + }, + "5": { + "Dice": 0.5924665409557098, + "FN": 13503, + "FP": 13080, + "IoU": 0.42092536923278, + "TN": 113426634, + "TP": 19323, + "n_pred": 32403, + "n_ref": 32826 + }, + "6": { + "Dice": 0.9389136672963143, + "FN": 72218, + "FP": 67195, + "IoU": 0.8848607680243405, + "TN": 112261719, + "TP": 1071408, + "n_pred": 1138603, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.6513983519174, + "FN": 55064, + "FP": 119355, + "IoU": 0.48301761520426584, + "TN": 113135161, + "TP": 162960, + "n_pred": 282315, + "n_ref": 218024 + }, + "8": { + "Dice": 0.8760207902531716, + "FN": 18641, + "FP": 36818, + "IoU": 0.7793923434317719, + "TN": 113221148, + "TP": 195933, + "n_pred": 232751, + "n_ref": 214574 + }, + "9": { + "Dice": 0.824153017457311, + "FN": 19869, + "FP": 16988, + "IoU": 0.7009015881259789, + "TN": 113349313, + "TP": 86370, + "n_pred": 103358, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6278275363586322, + "FN": 5149, + "FP": 139539, + "IoU": 0.45754273095712095, + "TN": 74930001, + "TP": 122039, + "n_pred": 261578, + "n_ref": 127188 + }, + "10": { + "Dice": 0.5846930395937864, + "FN": 32059, + "FP": 64536, + "IoU": 0.4131210090466672, + "TN": 75032137, + "TP": 67996, + "n_pred": 132532, + "n_ref": 100055 + }, + "11": { + "Dice": 0.6963611656349087, + "FN": 1238, + "FP": 773, + "IoU": 0.5341672457725272, + "TN": 75192411, + "TP": 2306, + "n_pred": 3079, + "n_ref": 3544 + }, + "12": { + "Dice": 0.4533005617977528, + "FN": 1815, + "FP": 1299, + "IoU": 0.2930760499432463, + "TN": 75192323, + "TP": 1291, + "n_pred": 2590, + "n_ref": 3106 + }, + "13": { + "Dice": 0.4521690929777985, + "FN": 24262, + "FP": 50850, + "IoU": 0.29213080765243615, + "TN": 75090618, + "TP": 30998, + "n_pred": 81848, + "n_ref": 55260 + }, + "14": { + "Dice": 0.8842264610073816, + "FN": 8056, + "FP": 24677, + "IoU": 0.7924784287371698, + "TN": 75038995, + "TP": 125000, + "n_pred": 149677, + "n_ref": 133056 + }, + "15": { + "Dice": 0.4488125548993495, + "FN": 18374, + "FP": 117793, + "IoU": 0.28933482946687195, + "TN": 75005123, + "TP": 55438, + "n_pred": 173231, + "n_ref": 73812 + }, + "2": { + "Dice": 0.8266259953402637, + "FN": 13796, + "FP": 41791, + "IoU": 0.7044863718282005, + "TN": 75008625, + "TP": 132516, + "n_pred": 174307, + "n_ref": 146312 + }, + "3": { + "Dice": 0.8047388267035915, + "FN": 12102, + "FP": 53611, + "IoU": 0.6732744647633822, + "TN": 74995602, + "TP": 135413, + "n_pred": 189024, + "n_ref": 147515 + }, + "4": { + "Dice": 0.8084127736521479, + "FN": 1939, + "FP": 8974, + "IoU": 0.6784335680820344, + "TN": 75162791, + "TP": 23024, + "n_pred": 31998, + "n_ref": 24963 + }, + "5": { + "Dice": 0.8601579697008934, + "FN": 1058, + "FP": 1102, + "IoU": 0.7546291037146428, + "TN": 75187925, + "TP": 6643, + "n_pred": 7745, + "n_ref": 7701 + }, + "6": { + "Dice": 0.8962127612247559, + "FN": 39754, + "FP": 242068, + "IoU": 0.8119433979135221, + "TN": 73698126, + "TP": 1216780, + "n_pred": 1458848, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.6695363264532949, + "FN": 17502, + "FP": 115083, + "IoU": 0.503235330483295, + "TN": 74929831, + "TP": 134312, + "n_pred": 249395, + "n_ref": 151814 + }, + "8": { + "Dice": 0.8645242825808255, + "FN": 13596, + "FP": 8701, + "IoU": 0.7613762842465753, + "TN": 75103288, + "TP": 71143, + "n_pred": 79844, + "n_ref": 84739 + }, + "9": { + "Dice": 0.8021245786592803, + "FN": 10483, + "FP": 22450, + "IoU": 0.66962270397159, + "TN": 75097045, + "TP": 66750, + "n_pred": 89200, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9438973433622346, + "FN": 18641, + "FP": 4802, + "IoU": 0.8937552968262097, + "TN": 86707221, + "TP": 197208, + "n_pred": 202010, + "n_ref": 215849 + }, + "10": { + "Dice": 0.5913058266874799, + "FN": 20152, + "FP": 47135, + "IoU": 0.41975457689090484, + "TN": 86811909, + "TP": 48676, + "n_pred": 95811, + "n_ref": 68828 + }, + "11": { + "Dice": 0.6611570247933884, + "FN": 950, + "FP": 731, + "IoU": 0.49382716049382713, + "TN": 86924551, + "TP": 1640, + "n_pred": 2371, + "n_ref": 2590 + }, + "12": { + "Dice": 0.5355136864557412, + "FN": 1149, + "FP": 5384, + "IoU": 0.36566656956986116, + "TN": 86917573, + "TP": 3766, + "n_pred": 9150, + "n_ref": 4915 + }, + "13": { + "Dice": 0.4357363355729072, + "FN": 25366, + "FP": 52319, + "IoU": 0.2785568350668648, + "TN": 86820192, + "TP": 29995, + "n_pred": 82314, + "n_ref": 55361 + }, + "14": { + "Dice": 0.793228241563055, + "FN": 11824, + "FP": 25428, + "IoU": 0.6573142236859051, + "TN": 86819166, + "TP": 71454, + "n_pred": 96882, + "n_ref": 83278 + }, + "15": { + "Dice": 0.8277311062090486, + "FN": 36388, + "FP": 16169, + "IoU": 0.7060932100077172, + "TN": 86749050, + "TP": 126265, + "n_pred": 142434, + "n_ref": 162653 + }, + "2": { + "Dice": 0.6997460208171595, + "FN": 24621, + "FP": 60852, + "IoU": 0.5381610300911542, + "TN": 86742801, + "TP": 99598, + "n_pred": 160450, + "n_ref": 124219 + }, + "3": { + "Dice": 0.8168481372248435, + "FN": 19821, + "FP": 47682, + "IoU": 0.6904000770525562, + "TN": 86709839, + "TP": 150530, + "n_pred": 198212, + "n_ref": 170351 + }, + "4": { + "Dice": 0.3014256619144603, + "FN": 3054, + "FP": 59372, + "IoU": 0.1774580335731415, + "TN": 86851978, + "TP": 13468, + "n_pred": 72840, + "n_ref": 16522 + }, + "5": { + "Dice": 0.8632471527142739, + "FN": 281, + "FP": 1364, + "IoU": 0.759397396518941, + "TN": 86921035, + "TP": 5192, + "n_pred": 6556, + "n_ref": 5473 + }, + "6": { + "Dice": 0.7951065500793244, + "FN": 37907, + "FP": 547784, + "IoU": 0.6598978109903996, + "TN": 85205769, + "TP": 1136412, + "n_pred": 1684196, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.38383272247102623, + "FN": 771188, + "FP": 37945, + "IoU": 0.23749566508850758, + "TN": 85866720, + "TP": 252019, + "n_pred": 289964, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.8961083667533004, + "FN": 2325, + "FP": 9747, + "IoU": 0.8117720433460669, + "TN": 86863737, + "TP": 52063, + "n_pred": 61810, + "n_ref": 54388 + }, + "9": { + "Dice": 0.7484587533026715, + "FN": 4869, + "FP": 25977, + "IoU": 0.5980296336838813, + "TN": 86851135, + "TP": 45891, + "n_pred": 71868, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.283871210553057, + "FN": 13037, + "FP": 367521, + "IoU": 0.1654136987262711, + "TN": 37293616, + "TP": 75426, + "n_pred": 442947, + "n_ref": 88463 + }, + "10": { + "Dice": 0.2988204159645333, + "FN": 32822, + "FP": 91176, + "IoU": 0.17565483313389177, + "TN": 37599180, + "TP": 26422, + "n_pred": 117598, + "n_ref": 59244 + }, + "11": { + "Dice": 0.7874589865111192, + "FN": 428, + "FP": 738, + "IoU": 0.6494287432351172, + "TN": 37746274, + "TP": 2160, + "n_pred": 2898, + "n_ref": 2588 + }, + "12": { + "Dice": 0.5891000358551453, + "FN": 1274, + "FP": 1018, + "IoU": 0.41753494282083864, + "TN": 37745665, + "TP": 1643, + "n_pred": 2661, + "n_ref": 2917 + }, + "13": { + "Dice": 0.6169421833351263, + "FN": 19078, + "FP": 12969, + "IoU": 0.446071144605386, + "TN": 37691746, + "TP": 25807, + "n_pred": 38776, + "n_ref": 44885 + }, + "14": { + "Dice": 0.3072539567204311, + "FN": 16971, + "FP": 358665, + "IoU": 0.18151213995759785, + "TN": 37290661, + "TP": 83303, + "n_pred": 441968, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 82778, + "IoU": 0.0, + "TN": 37666822, + "TP": 0, + "n_pred": 82778, + "n_ref": 0 + }, + "2": { + "Dice": 0.5210403368015565, + "FN": 60195, + "FP": 13412, + "IoU": 0.3523019253106191, + "TN": 37635956, + "TP": 40037, + "n_pred": 53449, + "n_ref": 100232 + }, + "3": { + "Dice": 0.451839184375919, + "FN": 5735, + "FP": 195565, + "IoU": 0.2918554583063631, + "TN": 37465336, + "TP": 82964, + "n_pred": 278529, + "n_ref": 88699 + }, + "4": { + "Dice": 0.0, + "FN": 11694, + "FP": 8588, + "IoU": 0.0, + "TN": 37729318, + "TP": 0, + "n_pred": 8588, + "n_ref": 11694 + }, + "5": { + "Dice": 0.7245864624748442, + "FN": 2668, + "FP": 2943, + "IoU": 0.568118842364532, + "TN": 37736608, + "TP": 7381, + "n_pred": 10324, + "n_ref": 10049 + }, + "6": { + "Dice": 0.5767053767175324, + "FN": 410418, + "FP": 77101, + "IoU": 0.4051904414473989, + "TN": 36929978, + "TP": 332103, + "n_pred": 409204, + "n_ref": 742521 + }, + "7": { + "Dice": 0.7129371832018605, + "FN": 93450, + "FP": 109355, + "IoU": 0.5539257089063091, + "TN": 37294956, + "TP": 251839, + "n_pred": 361194, + "n_ref": 345289 + }, + "8": { + "Dice": 0.8814310233218318, + "FN": 3877, + "FP": 16088, + "IoU": 0.7879988107120861, + "TN": 37655426, + "TP": 74209, + "n_pred": 90297, + "n_ref": 78086 + }, + "9": { + "Dice": 0.7379882176672237, + "FN": 7732, + "FP": 25669, + "IoU": 0.584771258080557, + "TN": 37669160, + "TP": 47039, + "n_pred": 72708, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7720195870495633, + "FN": 15298, + "FP": 92622, + "IoU": 0.6286904733233097, + "TN": 75616041, + "TP": 182727, + "n_pred": 275349, + "n_ref": 198025 + }, + "10": { + "Dice": 0.6955714275740248, + "FN": 14485, + "FP": 72721, + "IoU": 0.53323841740173, + "TN": 75719856, + "TP": 99626, + "n_pred": 172347, + "n_ref": 114111 + }, + "11": { + "Dice": 0.709791030758394, + "FN": 1319, + "FP": 1153, + "IoU": 0.5501364877161056, + "TN": 75901193, + "TP": 3023, + "n_pred": 4176, + "n_ref": 4342 + }, + "12": { + "Dice": 0.7115789473684211, + "FN": 1204, + "FP": 1536, + "IoU": 0.5522875816993464, + "TN": 75900568, + "TP": 3380, + "n_pred": 4916, + "n_ref": 4584 + }, + "13": { + "Dice": 0.6613557136456524, + "FN": 11241, + "FP": 19748, + "IoU": 0.4940488824307336, + "TN": 75845439, + "TP": 30260, + "n_pred": 50008, + "n_ref": 41501 + }, + "14": { + "Dice": 0.8244837960736904, + "FN": 3650, + "FP": 47454, + "IoU": 0.7013802049855669, + "TN": 75735554, + "TP": 120030, + "n_pred": 167484, + "n_ref": 123680 + }, + "15": { + "Dice": 0.6649346145822892, + "FN": 64549, + "FP": 59130, + "IoU": 0.4980539693748757, + "TN": 75660289, + "TP": 122720, + "n_pred": 181850, + "n_ref": 187269 + }, + "2": { + "Dice": 0.7274870067668144, + "FN": 62467, + "FP": 35112, + "IoU": 0.5716931855590914, + "TN": 75678863, + "TP": 130246, + "n_pred": 165358, + "n_ref": 192713 + }, + "3": { + "Dice": 0.7885549837115716, + "FN": 20795, + "FP": 102787, + "IoU": 0.6509209853597082, + "TN": 75552665, + "TP": 230441, + "n_pred": 333228, + "n_ref": 251236 + }, + "4": { + "Dice": 0.7792886138473331, + "FN": 2725, + "FP": 12825, + "IoU": 0.6383889121436213, + "TN": 75863686, + "TP": 27452, + "n_pred": 40277, + "n_ref": 30177 + }, + "5": { + "Dice": 0.8772838576003014, + "FN": 314, + "FP": 2292, + "IoU": 0.7813941783407432, + "TN": 75894767, + "TP": 9315, + "n_pred": 11607, + "n_ref": 9629 + }, + "6": { + "Dice": 0.9242620352261648, + "FN": 85968, + "FP": 179692, + "IoU": 0.8591888224568545, + "TN": 74020048, + "TP": 1620980, + "n_pred": 1800672, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.7508509550096119, + "FN": 82151, + "FP": 44992, + "IoU": 0.6010899644208505, + "TN": 75587962, + "TP": 191583, + "n_pred": 236575, + "n_ref": 273734 + }, + "8": { + "Dice": 0.9502376902612413, + "FN": 4595, + "FP": 4533, + "IoU": 0.9051931865392605, + "TN": 75810408, + "TP": 87152, + "n_pred": 91685, + "n_ref": 91747 + }, + "9": { + "Dice": 0.8521678628973195, + "FN": 7933, + "FP": 16289, + "IoU": 0.742415058223002, + "TN": 75812653, + "TP": 69813, + "n_pred": 86102, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.712423965641215, + "FN": 3400, + "FP": 70589, + "IoU": 0.5533063264850245, + "TN": 61222113, + "TP": 91648, + "n_pred": 162237, + "n_ref": 95048 + }, + "10": { + "Dice": 0.6162670886308855, + "FN": 11066, + "FP": 72356, + "IoU": 0.44536563636484516, + "TN": 61237341, + "TP": 66987, + "n_pred": 139343, + "n_ref": 78053 + }, + "11": { + "Dice": 0.8359319124588757, + "FN": 420, + "FP": 727, + "IoU": 0.7181125583681495, + "TN": 61383681, + "TP": 2922, + "n_pred": 3649, + "n_ref": 3342 + }, + "12": { + "Dice": 0.6670833854231779, + "FN": 701, + "FP": 1962, + "IoU": 0.5004689551678859, + "TN": 61382419, + "TP": 2668, + "n_pred": 4630, + "n_ref": 3369 + }, + "13": { + "Dice": 0.4895874479831709, + "FN": 12807, + "FP": 42756, + "IoU": 0.3241415382369756, + "TN": 61305539, + "TP": 26648, + "n_pred": 69404, + "n_ref": 39455 + }, + "14": { + "Dice": 0.693717503397985, + "FN": 2151, + "FP": 54635, + "IoU": 0.5310623890334035, + "TN": 61266655, + "TP": 64309, + "n_pred": 118944, + "n_ref": 66460 + }, + "15": { + "Dice": 0.7578430734622928, + "FN": 1967, + "FP": 24084, + "IoU": 0.6101025218887974, + "TN": 61320935, + "TP": 40764, + "n_pred": 64848, + "n_ref": 42731 + }, + "2": { + "Dice": 0.8140400307483492, + "FN": 6617, + "FP": 51200, + "IoU": 0.6863975613460328, + "TN": 61203386, + "TP": 126547, + "n_pred": 177747, + "n_ref": 133164 + }, + "3": { + "Dice": 0.7590754420917153, + "FN": 4458, + "FP": 77532, + "IoU": 0.6117015230734257, + "TN": 61176598, + "TP": 129162, + "n_pred": 206694, + "n_ref": 133620 + }, + "4": { + "Dice": 0.5580738103540034, + "FN": 3771, + "FP": 20310, + "IoU": 0.3870335488469175, + "TN": 61348464, + "TP": 15205, + "n_pred": 35515, + "n_ref": 18976 + }, + "5": { + "Dice": 0.4288465478385577, + "FN": 17229, + "FP": 10649, + "IoU": 0.2729501356144377, + "TN": 61349406, + "TP": 10466, + "n_pred": 21115, + "n_ref": 27695 + }, + "6": { + "Dice": 0.9269629663193169, + "FN": 53625, + "FP": 94671, + "IoU": 0.8638685685802384, + "TN": 60298391, + "TP": 941063, + "n_pred": 1035734, + "n_ref": 994688 + }, + "7": { + "Dice": 0.49900151671448767, + "FN": 78309, + "FP": 126158, + "IoU": 0.3324463830384632, + "TN": 61081457, + "TP": 101826, + "n_pred": 227984, + "n_ref": 180135 + }, + "8": { + "Dice": 0.8765156644303563, + "FN": 18461, + "FP": 45739, + "IoU": 0.7801761330174078, + "TN": 61095698, + "TP": 227852, + "n_pred": 273591, + "n_ref": 246313 + }, + "9": { + "Dice": 0.7008383700526418, + "FN": 7825, + "FP": 53551, + "IoU": 0.5394543326229853, + "TN": 61254482, + "TP": 71892, + "n_pred": 125443, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8806311152588022, + "FN": 3392, + "FP": 45981, + "IoU": 0.7867210954880235, + "TN": 39517305, + "TP": 182122, + "n_pred": 228103, + "n_ref": 185514 + }, + "10": { + "Dice": 0.3625343707950623, + "FN": 20848, + "FP": 88114, + "IoU": 0.22139968273476912, + "TN": 39608854, + "TP": 30984, + "n_pred": 119098, + "n_ref": 51832 + }, + "11": { + "Dice": 0.8084625322997416, + "FN": 528, + "FP": 658, + "IoU": 0.6785036595283275, + "TN": 39745111, + "TP": 2503, + "n_pred": 3161, + "n_ref": 3031 + }, + "12": { + "Dice": 0.7115078879784762, + "FN": 551, + "FP": 1808, + "IoU": 0.5522019741837509, + "TN": 39743532, + "TP": 2909, + "n_pred": 4717, + "n_ref": 3460 + }, + "13": { + "Dice": 0.6765627465566602, + "FN": 13798, + "FP": 14898, + "IoU": 0.5112163382104958, + "TN": 39690091, + "TP": 30013, + "n_pred": 44911, + "n_ref": 43811 + }, + "14": { + "Dice": 0.345916244994257, + "FN": 11047, + "FP": 73233, + "IoU": 0.20912861513052944, + "TN": 39642234, + "TP": 22286, + "n_pred": 95519, + "n_ref": 33333 + }, + "15": { + "Dice": 0.7478549681704955, + "FN": 5782, + "FP": 25192, + "IoU": 0.5972590627763041, + "TN": 39671892, + "TP": 45934, + "n_pred": 71126, + "n_ref": 51716 + }, + "2": { + "Dice": 0.8591232772858961, + "FN": 22657, + "FP": 8561, + "IoU": 0.7530377824188342, + "TN": 39622392, + "TP": 95190, + "n_pred": 103751, + "n_ref": 117847 + }, + "3": { + "Dice": 0.838566583708365, + "FN": 4215, + "FP": 45861, + "IoU": 0.7220100368610384, + "TN": 39568664, + "TP": 130060, + "n_pred": 175921, + "n_ref": 134275 + }, + "4": { + "Dice": 0.6816414822245909, + "FN": 2030, + "FP": 18280, + "IoU": 0.5170380234466031, + "TN": 39706747, + "TP": 21743, + "n_pred": 40023, + "n_ref": 23773 + }, + "5": { + "Dice": 0.8071888487936036, + "FN": 820, + "FP": 1905, + "IoU": 0.6767113536599834, + "TN": 39740371, + "TP": 5704, + "n_pred": 7609, + "n_ref": 6524 + }, + "6": { + "Dice": 0.8700140718882878, + "FN": 44779, + "FP": 219130, + "IoU": 0.7699335454045378, + "TN": 38601701, + "TP": 883190, + "n_pred": 1102320, + "n_ref": 927969 + }, + "7": { + "Dice": 0.6048999097175137, + "FN": 398416, + "FP": 37460, + "IoU": 0.43358889726330013, + "TN": 38979260, + "TP": 333664, + "n_pred": 371124, + "n_ref": 732080 + }, + "8": { + "Dice": 0.8398947395846903, + "FN": 1180, + "FP": 17255, + "IoU": 0.723981493958586, + "TN": 39682011, + "TP": 48354, + "n_pred": 65609, + "n_ref": 49534 + }, + "9": { + "Dice": 0.7927471241957497, + "FN": 5035, + "FP": 14099, + "IoU": 0.6566537467700259, + "TN": 39693072, + "TP": 36594, + "n_pred": 50693, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.538296390855286, + "FN": 13463, + "FP": 129763, + "IoU": 0.368266444365051, + "TN": 101169889, + "TP": 83493, + "n_pred": 213256, + "n_ref": 96956 + }, + "10": { + "Dice": 0.48492152847568026, + "FN": 18216, + "FP": 118116, + "IoU": 0.32006363867595644, + "TN": 101196101, + "TP": 64175, + "n_pred": 182291, + "n_ref": 82391 + }, + "11": { + "Dice": 0.6838299737072743, + "FN": 2408, + "FP": 478, + "IoU": 0.5195605127351424, + "TN": 101390601, + "TP": 3121, + "n_pred": 3599, + "n_ref": 5529 + }, + "12": { + "Dice": 0.7145873320537428, + "FN": 1502, + "FP": 1472, + "IoU": 0.5559205614454233, + "TN": 101389911, + "TP": 3723, + "n_pred": 5195, + "n_ref": 5225 + }, + "13": { + "Dice": 0.6622534258960792, + "FN": 7828, + "FP": 35131, + "IoU": 0.4950514833795665, + "TN": 101311532, + "TP": 42117, + "n_pred": 77248, + "n_ref": 49945 + }, + "14": { + "Dice": 0.9234557732557812, + "FN": 11872, + "FP": 15264, + "IoU": 0.8577964103235949, + "TN": 101205783, + "TP": 163689, + "n_pred": 178953, + "n_ref": 175561 + }, + "15": { + "Dice": 0.5097800912655645, + "FN": 4643, + "FP": 38113, + "IoU": 0.34208380137565975, + "TN": 101331621, + "TP": 22231, + "n_pred": 60344, + "n_ref": 26874 + }, + "2": { + "Dice": 0.661561703276971, + "FN": 70290, + "FP": 43739, + "IoU": 0.4942788209936224, + "TN": 101171130, + "TP": 111449, + "n_pred": 155188, + "n_ref": 181739 + }, + "3": { + "Dice": 0.7444696353707785, + "FN": 2828, + "FP": 109993, + "IoU": 0.5929523142920023, + "TN": 101119439, + "TP": 164348, + "n_pred": 274341, + "n_ref": 167176 + }, + "4": { + "Dice": 0.4357952486931318, + "FN": 1726, + "FP": 20076, + "IoU": 0.27860498974257164, + "TN": 101366386, + "TP": 8420, + "n_pred": 28496, + "n_ref": 10146 + }, + "5": { + "Dice": 0.6969617942365367, + "FN": 11791, + "FP": 11449, + "IoU": 0.5348744120884619, + "TN": 101346643, + "TP": 26725, + "n_pred": 38174, + "n_ref": 38516 + }, + "6": { + "Dice": 0.8685738850210131, + "FN": 100972, + "FP": 422435, + "IoU": 0.7676806054959624, + "TN": 99143645, + "TP": 1729556, + "n_pred": 2151991, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.6084176833961675, + "FN": 166578, + "FP": 212431, + "IoU": 0.4372128591580667, + "TN": 100723158, + "TP": 294441, + "n_pred": 506872, + "n_ref": 461019 + }, + "8": { + "Dice": 0.8733617924775156, + "FN": 22079, + "FP": 45677, + "IoU": 0.7751927696452507, + "TN": 101095212, + "TP": 233640, + "n_pred": 279317, + "n_ref": 255719 + }, + "9": { + "Dice": 0.7903679456289058, + "FN": 4284, + "FP": 39392, + "IoU": 0.6533953385021942, + "TN": 101270597, + "TP": 82335, + "n_pred": 121727, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7894970163459909, + "FN": 35342, + "FP": 61526, + "IoU": 0.6522057582731643, + "TN": 73604983, + "TP": 181653, + "n_pred": 243179, + "n_ref": 216995 + }, + "10": { + "Dice": 0.03521906469130595, + "FN": 71833, + "FP": 147755, + "IoU": 0.01792518649707508, + "TN": 73659908, + "TP": 4008, + "n_pred": 151763, + "n_ref": 75841 + }, + "11": { + "Dice": 0.44944812362030906, + "FN": 1678, + "FP": 9545, + "IoU": 0.2898633257403189, + "TN": 73867700, + "TP": 4581, + "n_pred": 14126, + "n_ref": 6259 + }, + "12": { + "Dice": 0.03842940685045948, + "FN": 5403, + "FP": 1503, + "IoU": 0.019591141396933562, + "TN": 73876460, + "TP": 138, + "n_pred": 1641, + "n_ref": 5541 + }, + "13": { + "Dice": 0.005026834670228033, + "FN": 60936, + "FP": 59011, + "IoU": 0.00251975051975052, + "TN": 73763254, + "TP": 303, + "n_pred": 59314, + "n_ref": 61239 + }, + "14": { + "Dice": 0.5932281562798165, + "FN": 16895, + "FP": 98640, + "IoU": 0.4216946471654103, + "TN": 73683722, + "TP": 84247, + "n_pred": 182887, + "n_ref": 101142 + }, + "15": { + "Dice": 0.6733209114269361, + "FN": 83954, + "FP": 50169, + "IoU": 0.5075235731281027, + "TN": 73611160, + "TP": 138221, + "n_pred": 188390, + "n_ref": 222175 + }, + "2": { + "Dice": 0.2860574725594784, + "FN": 123772, + "FP": 212053, + "IoU": 0.1669002711465804, + "TN": 73480401, + "TP": 67278, + "n_pred": 279331, + "n_ref": 191050 + }, + "3": { + "Dice": 0.5830970425988654, + "FN": 38543, + "FP": 174504, + "IoU": 0.41152927203170964, + "TN": 73521469, + "TP": 148988, + "n_pred": 323492, + "n_ref": 187531 + }, + "4": { + "Dice": 0.0, + "FN": 47888, + "FP": 123197, + "IoU": 0.0, + "TN": 73712419, + "TP": 0, + "n_pred": 123197, + "n_ref": 47888 + }, + "5": { + "Dice": 0.6915764559810654, + "FN": 6216, + "FP": 1733, + "IoU": 0.52855702508748, + "TN": 73866643, + "TP": 8912, + "n_pred": 10645, + "n_ref": 15128 + }, + "6": { + "Dice": 0.6693828690347932, + "FN": 429202, + "FP": 827439, + "IoU": 0.5030619653522981, + "TN": 71354736, + "TP": 1272127, + "n_pred": 2099566, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.19742124007705675, + "FN": 125509, + "FP": 257362, + "IoU": 0.10952156125788153, + "TN": 73453543, + "TP": 47090, + "n_pred": 304452, + "n_ref": 172599 + }, + "8": { + "Dice": 0.6823568272843635, + "FN": 29869, + "FP": 16289, + "IoU": 0.5178616194534971, + "TN": 73787768, + "TP": 49578, + "n_pred": 65867, + "n_ref": 79447 + }, + "9": { + "Dice": 0.6428086186344002, + "FN": 14956, + "FP": 68645, + "IoU": 0.4736315212874466, + "TN": 73724678, + "TP": 75225, + "n_pred": 143870, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8632523619653282, + "FN": 7754, + "FP": 49143, + "IoU": 0.7594054591200288, + "TN": 69259291, + "TP": 179588, + "n_pred": 228731, + "n_ref": 187342 + }, + "10": { + "Dice": 0.44667232413693486, + "FN": 17996, + "FP": 104586, + "IoU": 0.2875583375470042, + "TN": 69323717, + "TP": 49477, + "n_pred": 154063, + "n_ref": 67473 + }, + "11": { + "Dice": 0.7421717171717171, + "FN": 522, + "FP": 1520, + "IoU": 0.5900421602087934, + "TN": 69490795, + "TP": 2939, + "n_pred": 4459, + "n_ref": 3461 + }, + "12": { + "Dice": 0.3806752037252619, + "FN": 863, + "FP": 6585, + "IoU": 0.2350826743350108, + "TN": 69486039, + "TP": 2289, + "n_pred": 8874, + "n_ref": 3152 + }, + "13": { + "Dice": 0.6258709968091738, + "FN": 27114, + "FP": 33505, + "IoU": 0.4554674236231506, + "TN": 69384453, + "TP": 50704, + "n_pred": 84209, + "n_ref": 77818 + }, + "14": { + "Dice": 0.870212807509781, + "FN": 17359, + "FP": 22515, + "IoU": 0.7702448861999424, + "TN": 69322226, + "TP": 133676, + "n_pred": 156191, + "n_ref": 151035 + }, + "15": { + "Dice": 0.5885779473102564, + "FN": 11445, + "FP": 103963, + "IoU": 0.4170105931026122, + "TN": 69297817, + "TP": 82551, + "n_pred": 186514, + "n_ref": 93996 + }, + "2": { + "Dice": 0.8112570095085507, + "FN": 33690, + "FP": 20500, + "IoU": 0.6824494579548784, + "TN": 69325126, + "TP": 116460, + "n_pred": 136960, + "n_ref": 150150 + }, + "3": { + "Dice": 0.7799612564674726, + "FN": 13531, + "FP": 76203, + "IoU": 0.6392922033026225, + "TN": 69247004, + "TP": 159038, + "n_pred": 235241, + "n_ref": 172569 + }, + "4": { + "Dice": 0.513990904291285, + "FN": 9373, + "FP": 43098, + "IoU": 0.3458867821035441, + "TN": 69415559, + "TP": 27746, + "n_pred": 70844, + "n_ref": 37119 + }, + "5": { + "Dice": 0.8651543793320731, + "FN": 2617, + "FP": 2519, + "IoU": 0.7623542476401999, + "TN": 69474164, + "TP": 16476, + "n_pred": 18995, + "n_ref": 19093 + }, + "6": { + "Dice": 0.8657173682139542, + "FN": 103203, + "FP": 314503, + "IoU": 0.7632289730565583, + "TN": 67731599, + "TP": 1346471, + "n_pred": 1660974, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.7150674458548029, + "FN": 39881, + "FP": 177771, + "IoU": 0.5565019296522551, + "TN": 69005014, + "TP": 273110, + "n_pred": 450881, + "n_ref": 312991 + }, + "8": { + "Dice": 0.8441958478588897, + "FN": 7562, + "FP": 22382, + "IoU": 0.7303969675961357, + "TN": 69384709, + "TP": 81123, + "n_pred": 103505, + "n_ref": 88685 + }, + "9": { + "Dice": 0.7157336728366268, + "FN": 15156, + "FP": 36645, + "IoU": 0.5573093817833763, + "TN": 69378762, + "TP": 65213, + "n_pred": 101858, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.710659231577718, + "FN": 7679, + "FP": 150889, + "IoU": 0.5511803000283045, + "TN": 50480252, + "TP": 194732, + "n_pred": 345621, + "n_ref": 202411 + }, + "10": { + "Dice": 0.6392813877620778, + "FN": 12251, + "FP": 59510, + "IoU": 0.4698115995567048, + "TN": 50698202, + "TP": 63589, + "n_pred": 123099, + "n_ref": 75840 + }, + "11": { + "Dice": 0.8404017050791128, + "FN": 913, + "FP": 1296, + "IoU": 0.7247352024922118, + "TN": 50825527, + "TP": 5816, + "n_pred": 7112, + "n_ref": 6729 + }, + "12": { + "Dice": 0.6061650392494735, + "FN": 1550, + "FP": 4621, + "IoU": 0.4348901098901099, + "TN": 50822632, + "TP": 4749, + "n_pred": 9370, + "n_ref": 6299 + }, + "13": { + "Dice": 0.441530897522414, + "FN": 11623, + "FP": 81065, + "IoU": 0.2833106519856489, + "TN": 50704224, + "TP": 36640, + "n_pred": 117705, + "n_ref": 48263 + }, + "14": { + "Dice": 0.43171316104740715, + "FN": 20467, + "FP": 59225, + "IoU": 0.27527691384296393, + "TN": 50723590, + "TP": 30270, + "n_pred": 89495, + "n_ref": 50737 + }, + "15": { + "Dice": 0.32019089181663113, + "FN": 1813, + "FP": 138072, + "IoU": 0.19061147499247807, + "TN": 50660724, + "TP": 32943, + "n_pred": 171015, + "n_ref": 34756 + }, + "2": { + "Dice": 0.829056311200023, + "FN": 38842, + "FP": 32594, + "IoU": 0.7080240656573914, + "TN": 50588888, + "TP": 173228, + "n_pred": 205822, + "n_ref": 212070 + }, + "3": { + "Dice": 0.80562753019865, + "FN": 6321, + "FP": 88649, + "IoU": 0.6745195075809503, + "TN": 50541768, + "TP": 196814, + "n_pred": 285463, + "n_ref": 203135 + }, + "4": { + "Dice": 0.5290401529636711, + "FN": 672, + "FP": 30117, + "IoU": 0.3596564202820182, + "TN": 50785470, + "TP": 17293, + "n_pred": 47410, + "n_ref": 17965 + }, + "5": { + "Dice": 0.8578202736318408, + "FN": 1809, + "FP": 1849, + "IoU": 0.7510379092084666, + "TN": 50818859, + "TP": 11035, + "n_pred": 12884, + "n_ref": 12844 + }, + "6": { + "Dice": 0.8821397118837268, + "FN": 103388, + "FP": 455887, + "IoU": 0.7891323461988586, + "TN": 48181296, + "TP": 2092981, + "n_pred": 2548868, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.49662400786085487, + "FN": 29735, + "FP": 372922, + "IoU": 0.3303391902342483, + "TN": 50232267, + "TP": 198628, + "n_pred": 571550, + "n_ref": 228363 + }, + "8": { + "Dice": 0.9507783826692866, + "FN": 5908, + "FP": 4137, + "IoU": 0.9061749843547137, + "TN": 50726491, + "TP": 97016, + "n_pred": 101153, + "n_ref": 102924 + }, + "9": { + "Dice": 0.8166895818747734, + "FN": 18297, + "FP": 25167, + "IoU": 0.6901735752218697, + "TN": 50693267, + "TP": 96821, + "n_pred": 121988, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8399823796271746, + "FN": 10781, + "FP": 65866, + "IoU": 0.7241117418175143, + "TN": 76607041, + "TP": 201172, + "n_pred": 267038, + "n_ref": 211953 + }, + "10": { + "Dice": 0.5138755518837812, + "FN": 17064, + "FP": 73553, + "IoU": 0.34578231488968464, + "TN": 76746348, + "TP": 47895, + "n_pred": 121448, + "n_ref": 64959 + }, + "11": { + "Dice": 0.781184103811841, + "FN": 466, + "FP": 883, + "IoU": 0.6409369177535268, + "TN": 76881103, + "TP": 2408, + "n_pred": 3291, + "n_ref": 2874 + }, + "12": { + "Dice": 0.5596652719665272, + "FN": 937, + "FP": 1694, + "IoU": 0.3885661166627934, + "TN": 76880557, + "TP": 1672, + "n_pred": 3366, + "n_ref": 2609 + }, + "13": { + "Dice": 0.4093375636343294, + "FN": 17173, + "FP": 56736, + "IoU": 0.2573377947929541, + "TN": 76785341, + "TP": 25610, + "n_pred": 82346, + "n_ref": 42783 + }, + "14": { + "Dice": 0.770840105197837, + "FN": 3251, + "FP": 43279, + "IoU": 0.6271276084238869, + "TN": 76760072, + "TP": 78258, + "n_pred": 121537, + "n_ref": 81509 + }, + "15": { + "Dice": 0.30129136541614876, + "FN": 14199, + "FP": 105538, + "IoU": 0.17736494610210712, + "TN": 76739307, + "TP": 25816, + "n_pred": 131354, + "n_ref": 40015 + }, + "2": { + "Dice": 0.8569676954539149, + "FN": 8145, + "FP": 23818, + "IoU": 0.7497318247660807, + "TN": 76757145, + "TP": 95752, + "n_pred": 119570, + "n_ref": 103897 + }, + "3": { + "Dice": 0.8891059070809622, + "FN": 7733, + "FP": 14637, + "IoU": 0.800351638151847, + "TN": 76772813, + "TP": 89677, + "n_pred": 104314, + "n_ref": 97410 + }, + "4": { + "Dice": 0.6745776826076612, + "FN": 2200, + "FP": 19684, + "IoU": 0.5089530135080554, + "TN": 76840294, + "TP": 22682, + "n_pred": 42366, + "n_ref": 24882 + }, + "5": { + "Dice": 0.8740763452399203, + "FN": 1501, + "FP": 2606, + "IoU": 0.7763193725831926, + "TN": 76866499, + "TP": 14254, + "n_pred": 16860, + "n_ref": 15755 + }, + "6": { + "Dice": 0.8795800586247504, + "FN": 31583, + "FP": 269463, + "IoU": 0.7850449872796066, + "TN": 75484353, + "TP": 1099461, + "n_pred": 1368924, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.5587463738948186, + "FN": 40388, + "FP": 150358, + "IoU": 0.38768081049326836, + "TN": 76573346, + "TP": 120768, + "n_pred": 271126, + "n_ref": 161156 + }, + "8": { + "Dice": 0.9312624632785421, + "FN": 3286, + "FP": 7641, + "IoU": 0.8713668522725935, + "TN": 76799913, + "TP": 74020, + "n_pred": 81661, + "n_ref": 77306 + }, + "9": { + "Dice": 0.8107255982390809, + "FN": 8711, + "FP": 30070, + "IoU": 0.6816976780452572, + "TN": 76763023, + "TP": 83056, + "n_pred": 113126, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7340575679490235, + "FN": 27575, + "FP": 42708, + "IoU": 0.5798506704287995, + "TN": 130832651, + "TP": 96998, + "n_pred": 139706, + "n_ref": 124573 + }, + "10": { + "Dice": 0.3666262908292102, + "FN": 21847, + "FP": 101557, + "IoU": 0.22445952740070388, + "TN": 130840812, + "TP": 35716, + "n_pred": 137273, + "n_ref": 57563 + }, + "11": { + "Dice": 0.6909886264216973, + "FN": 1619, + "FP": 1913, + "IoU": 0.5278706055340195, + "TN": 130992451, + "TP": 3949, + "n_pred": 5862, + "n_ref": 5568 + }, + "12": { + "Dice": 0.5314423751266266, + "FN": 3892, + "FP": 2121, + "IoU": 0.3618805051469808, + "TN": 130990509, + "TP": 3410, + "n_pred": 5531, + "n_ref": 7302 + }, + "13": { + "Dice": 0.3382139456472535, + "FN": 56750, + "FP": 28042, + "IoU": 0.20352436149127834, + "TN": 130893473, + "TP": 21667, + "n_pred": 49709, + "n_ref": 78417 + }, + "14": { + "Dice": 0.04752773933058553, + "FN": 921264, + "FP": 75182, + "IoU": 0.024342337808318164, + "TN": 129978625, + "TP": 24861, + "n_pred": 100043, + "n_ref": 946125 + }, + "15": { + "Dice": 0.12417884420585633, + "FN": 10783, + "FP": 194132, + "IoU": 0.06619972475642767, + "TN": 130780490, + "TP": 14527, + "n_pred": 208659, + "n_ref": 25310 + }, + "2": { + "Dice": 0.4621082079579, + "FN": 141054, + "FP": 40066, + "IoU": 0.30048161408306007, + "TN": 130741011, + "TP": 77801, + "n_pred": 117867, + "n_ref": 218855 + }, + "3": { + "Dice": 0.7510049576971426, + "FN": 17189, + "FP": 159097, + "IoU": 0.6012873808629885, + "TN": 130557794, + "TP": 265852, + "n_pred": 424949, + "n_ref": 283041 + }, + "4": { + "Dice": 0.001352024478758984, + "FN": 2147, + "FP": 194329, + "IoU": 0.0006764695410688219, + "TN": 130803323, + "TP": 133, + "n_pred": 194462, + "n_ref": 2280 + }, + "5": { + "Dice": 0.5503646125490824, + "FN": 13417, + "FP": 3416, + "IoU": 0.37965726920950804, + "TN": 130972797, + "TP": 10302, + "n_pred": 13718, + "n_ref": 23719 + }, + "6": { + "Dice": 0.8363909502141058, + "FN": 101165, + "FP": 435536, + "IoU": 0.7187903448911841, + "TN": 129091388, + "TP": 1371843, + "n_pred": 1807379, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.4381832310721454, + "FN": 112155, + "FP": 123535, + "IoU": 0.28055994774146675, + "TN": 130672330, + "TP": 91912, + "n_pred": 215447, + "n_ref": 204067 + }, + "8": { + "Dice": 0.9275262973208966, + "FN": 12363, + "FP": 5399, + "IoU": 0.8648475902055972, + "TN": 130868510, + "TP": 113660, + "n_pred": 119059, + "n_ref": 126023 + }, + "9": { + "Dice": 0.6813271978687333, + "FN": 7988, + "FP": 38065, + "IoU": 0.5166764619453423, + "TN": 130904648, + "TP": 49231, + "n_pred": 87296, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6083480906891477, + "FN": 8636, + "FP": 54174, + "IoU": 0.43714098807251484, + "TN": 74315107, + "TP": 48781, + "n_pred": 102955, + "n_ref": 57417 + }, + "10": { + "Dice": 0.38966239567570427, + "FN": 49291, + "FP": 43072, + "IoU": 0.2419755923412148, + "TN": 74304851, + "TP": 29484, + "n_pred": 72556, + "n_ref": 78775 + }, + "11": { + "Dice": 0.7621841155234657, + "FN": 699, + "FP": 355, + "IoU": 0.6157491797302224, + "TN": 74423955, + "TP": 1689, + "n_pred": 2044, + "n_ref": 2388 + }, + "12": { + "Dice": 0.526411990495339, + "FN": 1017, + "FP": 1574, + "IoU": 0.3572314562143389, + "TN": 74422667, + "TP": 1440, + "n_pred": 3014, + "n_ref": 2457 + }, + "13": { + "Dice": 0.4209966624172811, + "FN": 70468, + "FP": 19915, + "IoU": 0.2666217685529284, + "TN": 74303456, + "TP": 32859, + "n_pred": 52774, + "n_ref": 103327 + }, + "14": { + "Dice": 0.8735752652954277, + "FN": 20865, + "FP": 22560, + "IoU": 0.7755291928355431, + "TN": 74233243, + "TP": 150030, + "n_pred": 172590, + "n_ref": 170895 + }, + "15": { + "Dice": 0.16925627876902197, + "FN": 8999, + "FP": 120764, + "IoU": 0.09245219678001426, + "TN": 74283716, + "TP": 13219, + "n_pred": 133983, + "n_ref": 22218 + }, + "2": { + "Dice": 0.833828826139733, + "FN": 13997, + "FP": 27756, + "IoU": 0.7150140946972541, + "TN": 74280189, + "TP": 104756, + "n_pred": 132512, + "n_ref": 118753 + }, + "3": { + "Dice": 0.8398234119337094, + "FN": 11346, + "FP": 34370, + "IoU": 0.7238755035847382, + "TN": 74261135, + "TP": 119847, + "n_pred": 154217, + "n_ref": 131193 + }, + "4": { + "Dice": 0.5464184568626097, + "FN": 14639, + "FP": 11627, + "IoU": 0.37591180174400646, + "TN": 74384611, + "TP": 15821, + "n_pred": 27448, + "n_ref": 30460 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 1266, + "IoU": 0.0, + "TN": 74425432, + "TP": 0, + "n_pred": 1266, + "n_ref": 0 + }, + "6": { + "Dice": 0.9332088262646681, + "FN": 31620, + "FP": 90904, + "IoU": 0.8747811654619057, + "TN": 73448219, + "TP": 855955, + "n_pred": 946859, + "n_ref": 887575 + }, + "7": { + "Dice": 0.6561815983223891, + "FN": 64775, + "FP": 25073, + "IoU": 0.48829633342066, + "TN": 74251112, + "TP": 85738, + "n_pred": 110811, + "n_ref": 150513 + }, + "8": { + "Dice": 0.7493973263204032, + "FN": 2198, + "FP": 25246, + "IoU": 0.5992289494436169, + "TN": 74358220, + "TP": 41034, + "n_pred": 66280, + "n_ref": 43232 + }, + "9": { + "Dice": 0.6850499751896222, + "FN": 4780, + "FP": 21878, + "IoU": 0.5209703504043127, + "TN": 74371048, + "TP": 28992, + "n_pred": 50870, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8519936654279756, + "FN": 4557, + "FP": 42640, + "IoU": 0.7421506656978492, + "TN": 106463647, + "TP": 135844, + "n_pred": 178484, + "n_ref": 140401 + }, + "10": { + "Dice": 0.696756017327297, + "FN": 13773, + "FP": 60711, + "IoU": 0.5346320616791833, + "TN": 106486634, + "TP": 85570, + "n_pred": 146281, + "n_ref": 99343 + }, + "11": { + "Dice": 0.5829377806286081, + "FN": 2379, + "FP": 872, + "IoU": 0.4113706319029513, + "TN": 106641165, + "TP": 2272, + "n_pred": 3144, + "n_ref": 4651 + }, + "12": { + "Dice": 0.7183839129231621, + "FN": 1576, + "FP": 1477, + "IoU": 0.5605297250611775, + "TN": 106639741, + "TP": 3894, + "n_pred": 5371, + "n_ref": 5470 + }, + "13": { + "Dice": 0.4763176821124011, + "FN": 20081, + "FP": 25792, + "IoU": 0.3126095751854349, + "TN": 106579953, + "TP": 20862, + "n_pred": 46654, + "n_ref": 40943 + }, + "14": { + "Dice": 0.7583429293638534, + "FN": 2753, + "FP": 40268, + "IoU": 0.6107507034734851, + "TN": 106536165, + "TP": 67502, + "n_pred": 107770, + "n_ref": 70255 + }, + "15": { + "Dice": 0.16311987357965235, + "FN": 4884, + "FP": 217542, + "IoU": 0.08880267755824385, + "TN": 106402585, + "TP": 21677, + "n_pred": 239219, + "n_ref": 26561 + }, + "2": { + "Dice": 0.704126852809376, + "FN": 59006, + "FP": 48285, + "IoU": 0.5433609411043676, + "TN": 106411730, + "TP": 127667, + "n_pred": 175952, + "n_ref": 186673 + }, + "3": { + "Dice": 0.7128332382875315, + "FN": 11744, + "FP": 100046, + "IoU": 0.553800221922423, + "TN": 106396150, + "TP": 138748, + "n_pred": 238794, + "n_ref": 150492 + }, + "4": { + "Dice": 0.8132626441134394, + "FN": 419, + "FP": 4019, + "IoU": 0.685292866260105, + "TN": 106632586, + "TP": 9664, + "n_pred": 13683, + "n_ref": 10083 + }, + "5": { + "Dice": 0.7487331603015697, + "FN": 1413, + "FP": 620, + "IoU": 0.5983800869221652, + "TN": 106641626, + "TP": 3029, + "n_pred": 3649, + "n_ref": 4442 + }, + "6": { + "Dice": 0.9706810374810954, + "FN": 30666, + "FP": 44358, + "IoU": 0.943032308571958, + "TN": 105329731, + "TP": 1241933, + "n_pred": 1286291, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.8077167745273497, + "FN": 51154, + "FP": 84866, + "IoU": 0.6774537771485889, + "TN": 106224981, + "TP": 285687, + "n_pred": 370553, + "n_ref": 336841 + }, + "8": { + "Dice": 0.9461316131194236, + "FN": 3270, + "FP": 4446, + "IoU": 0.8977701816447394, + "TN": 106571211, + "TP": 67761, + "n_pred": 72207, + "n_ref": 71031 + }, + "9": { + "Dice": 0.8575901991117322, + "FN": 16343, + "FP": 6487, + "IoU": 0.7506852606174443, + "TN": 106555117, + "TP": 68741, + "n_pred": 75228, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7770415467761954, + "FN": 16072, + "FP": 63507, + "IoU": 0.6353785320571269, + "TN": 107908677, + "TP": 138672, + "n_pred": 202179, + "n_ref": 154744 + }, + "10": { + "Dice": 0.6314047074124433, + "FN": 6377, + "FP": 80913, + "IoU": 0.46135238870993617, + "TN": 107964874, + "TP": 74764, + "n_pred": 155677, + "n_ref": 81141 + }, + "11": { + "Dice": 0.7577696526508226, + "FN": 550, + "FP": 1040, + "IoU": 0.6100073583517293, + "TN": 108122851, + "TP": 2487, + "n_pred": 3527, + "n_ref": 3037 + }, + "12": { + "Dice": 0.729939191606057, + "FN": 913, + "FP": 1352, + "IoU": 0.5747277506571535, + "TN": 108121602, + "TP": 3061, + "n_pred": 4413, + "n_ref": 3974 + }, + "13": { + "Dice": 0.6319397559075565, + "FN": 22666, + "FP": 41117, + "IoU": 0.46192392377192315, + "TN": 108008389, + "TP": 54756, + "n_pred": 95873, + "n_ref": 77422 + }, + "14": { + "Dice": 0.5294331955440342, + "FN": 2110, + "FP": 65054, + "IoU": 0.3600198195279522, + "TN": 108021981, + "TP": 37783, + "n_pred": 102837, + "n_ref": 39893 + }, + "15": { + "Dice": 0.18999284066502267, + "FN": 3347, + "FP": 200305, + "IoU": 0.10496800506293509, + "TN": 107899392, + "TP": 23884, + "n_pred": 224189, + "n_ref": 27231 + }, + "2": { + "Dice": 0.7531694617241403, + "FN": 29550, + "FP": 75877, + "IoU": 0.6040672237348605, + "TN": 107860653, + "TP": 160848, + "n_pred": 236725, + "n_ref": 190398 + }, + "3": { + "Dice": 0.8892747040302562, + "FN": 10720, + "FP": 36474, + "IoU": 0.8006252376325461, + "TN": 107890218, + "TP": 189516, + "n_pred": 225990, + "n_ref": 200236 + }, + "4": { + "Dice": 0.7234199420348808, + "FN": 4854, + "FP": 16904, + "IoU": 0.5666859179893653, + "TN": 108076715, + "TP": 28455, + "n_pred": 45359, + "n_ref": 33309 + }, + "5": { + "Dice": 0.7677108433734939, + "FN": 691, + "FP": 1237, + "IoU": 0.6229956980836918, + "TN": 108121814, + "TP": 3186, + "n_pred": 4423, + "n_ref": 3877 + }, + "6": { + "Dice": 0.953447762741223, + "FN": 53749, + "FP": 85465, + "IoU": 0.9110369542934411, + "TN": 106562076, + "TP": 1425638, + "n_pred": 1511103, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.7070031724377578, + "FN": 36646, + "FP": 145482, + "IoU": 0.5467942050335186, + "TN": 107725062, + "TP": 219738, + "n_pred": 365220, + "n_ref": 256384 + }, + "8": { + "Dice": 0.8237101165956853, + "FN": 1878, + "FP": 15797, + "IoU": 0.7002611585944919, + "TN": 108067960, + "TP": 41293, + "n_pred": 57090, + "n_ref": 43171 + }, + "9": { + "Dice": 0.7045580365381067, + "FN": 6377, + "FP": 40052, + "IoU": 0.5438746438746439, + "TN": 108025138, + "TP": 55361, + "n_pred": 95413, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6803545283591972, + "FN": 24818, + "FP": 68841, + "IoU": 0.515558567039424, + "TN": 62376826, + "TP": 99675, + "n_pred": 168516, + "n_ref": 124493 + }, + "10": { + "Dice": 0.6155777876787233, + "FN": 5953, + "FP": 60484, + "IoU": 0.4446459918080749, + "TN": 62450530, + "TP": 53193, + "n_pred": 113677, + "n_ref": 59146 + }, + "11": { + "Dice": 0.6620223770318767, + "FN": 484, + "FP": 1117, + "IoU": 0.49479331019248973, + "TN": 62566991, + "TP": 1568, + "n_pred": 2685, + "n_ref": 2052 + }, + "12": { + "Dice": 0.6317008220446915, + "FN": 1539, + "FP": 1642, + "IoU": 0.46166864105601624, + "TN": 62564251, + "TP": 2728, + "n_pred": 4370, + "n_ref": 4267 + }, + "13": { + "Dice": 0.6403974397295431, + "FN": 10643, + "FP": 24246, + "IoU": 0.4710181184140702, + "TN": 62504205, + "TP": 31066, + "n_pred": 55312, + "n_ref": 41709 + }, + "14": { + "Dice": 0.844774459974587, + "FN": 88501, + "FP": 9229, + "IoU": 0.7312636629865398, + "TN": 62206495, + "TP": 265935, + "n_pred": 275164, + "n_ref": 354436 + }, + "15": { + "Dice": 0.4085322771133425, + "FN": 51732, + "FP": 62953, + "IoU": 0.2567015788245664, + "TN": 62415868, + "TP": 39607, + "n_pred": 102560, + "n_ref": 91339 + }, + "2": { + "Dice": 0.7001733952184955, + "FN": 67071, + "FP": 18522, + "IoU": 0.5386667672771568, + "TN": 62384626, + "TP": 99941, + "n_pred": 118463, + "n_ref": 167012 + }, + "3": { + "Dice": 0.724820438029234, + "FN": 11810, + "FP": 131211, + "IoU": 0.568406567706463, + "TN": 62238781, + "TP": 188358, + "n_pred": 319569, + "n_ref": 200168 + }, + "4": { + "Dice": 0.8163556531284303, + "FN": 1169, + "FP": 8869, + "IoU": 0.689696744876194, + "TN": 62537811, + "TP": 22311, + "n_pred": 31180, + "n_ref": 23480 + }, + "5": { + "Dice": 0.5607318573185732, + "FN": 4528, + "FP": 1186, + "IoU": 0.3895951287255635, + "TN": 62560799, + "TP": 3647, + "n_pred": 4833, + "n_ref": 8175 + }, + "6": { + "Dice": 0.9058656039188558, + "FN": 46573, + "FP": 246674, + "IoU": 0.8279290068600258, + "TN": 60865939, + "TP": 1410974, + "n_pred": 1657648, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.7810063012915607, + "FN": 43932, + "FP": 36523, + "IoU": 0.6406975705609146, + "TN": 62346240, + "TP": 143465, + "n_pred": 179988, + "n_ref": 187397 + }, + "8": { + "Dice": 0.8001863676819325, + "FN": 3144, + "FP": 30307, + "IoU": 0.6669255508757256, + "TN": 62469729, + "TP": 66980, + "n_pred": 97287, + "n_ref": 70124 + }, + "9": { + "Dice": 0.8012407665413632, + "FN": 3876, + "FP": 18807, + "IoU": 0.6683917372045086, + "TN": 62501757, + "TP": 45720, + "n_pred": 64527, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7750757822635685, + "FN": 91624, + "FP": 18119, + "IoU": 0.6327540684074732, + "TN": 55082421, + "TP": 189084, + "n_pred": 207203, + "n_ref": 280708 + }, + "10": { + "Dice": 0.7257892945281252, + "FN": 8339, + "FP": 43217, + "IoU": 0.569599118427863, + "TN": 55261462, + "TP": 68230, + "n_pred": 111447, + "n_ref": 76569 + }, + "11": { + "Dice": 0.710881897885508, + "FN": 881, + "FP": 1922, + "IoU": 0.5514482317170747, + "TN": 55374999, + "TP": 3446, + "n_pred": 5368, + "n_ref": 4327 + }, + "12": { + "Dice": 0.6240315167432698, + "FN": 2352, + "FP": 511, + "IoU": 0.4535216644397786, + "TN": 55376009, + "TP": 2376, + "n_pred": 2887, + "n_ref": 4728 + }, + "13": { + "Dice": 0.5116616862730264, + "FN": 21054, + "FP": 43497, + "IoU": 0.3437804977228367, + "TN": 55282880, + "TP": 33817, + "n_pred": 77314, + "n_ref": 54871 + }, + "14": { + "Dice": 0.8250200192374211, + "FN": 8127, + "FP": 28802, + "IoU": 0.7021566603219667, + "TN": 55257260, + "TP": 87059, + "n_pred": 115861, + "n_ref": 95186 + }, + "15": { + "Dice": 0.7293697763722611, + "FN": 7136, + "FP": 52768, + "IoU": 0.5740220583529478, + "TN": 55240621, + "TP": 80723, + "n_pred": 133491, + "n_ref": 87859 + }, + "2": { + "Dice": 0.7357824559618585, + "FN": 65193, + "FP": 28298, + "IoU": 0.582006205681686, + "TN": 55157582, + "TP": 130175, + "n_pred": 158473, + "n_ref": 195368 + }, + "3": { + "Dice": 0.7333344243821351, + "FN": 27057, + "FP": 87002, + "IoU": 0.5789487284553566, + "TN": 55110357, + "TP": 156832, + "n_pred": 243834, + "n_ref": 183889 + }, + "4": { + "Dice": 0.34207752311538114, + "FN": 1730, + "FP": 20115, + "IoU": 0.20632902194448483, + "TN": 55353724, + "TP": 5679, + "n_pred": 25794, + "n_ref": 7409 + }, + "5": { + "Dice": 0.7824028407970014, + "FN": 1674, + "FP": 532, + "IoU": 0.6425793907971484, + "TN": 55375076, + "TP": 3966, + "n_pred": 4498, + "n_ref": 5640 + }, + "6": { + "Dice": 0.9239204750083296, + "FN": 59615, + "FP": 177403, + "IoU": 0.8585986941954697, + "TN": 53705040, + "TP": 1439190, + "n_pred": 1616593, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.7331270207052892, + "FN": 48157, + "FP": 44374, + "IoU": 0.5786902338965609, + "TN": 55161621, + "TP": 127096, + "n_pred": 171470, + "n_ref": 175253 + }, + "8": { + "Dice": 0.9162227107725344, + "FN": 2251, + "FP": 5942, + "IoU": 0.8453975921802468, + "TN": 55328254, + "TP": 44801, + "n_pred": 50743, + "n_ref": 47052 + }, + "9": { + "Dice": 0.8121021740927503, + "FN": 6708, + "FP": 13749, + "IoU": 0.6836464857341684, + "TN": 55316583, + "TP": 44208, + "n_pred": 57957, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8410023681235715, + "FN": 33930, + "FP": 62417, + "IoU": 0.7256290651448359, + "TN": 110795459, + "TP": 254809, + "n_pred": 317226, + "n_ref": 288739 + }, + "10": { + "Dice": 0.6629324041308586, + "FN": 8837, + "FP": 65841, + "IoU": 0.49581068764135977, + "TN": 110998500, + "TP": 73437, + "n_pred": 139278, + "n_ref": 82274 + }, + "11": { + "Dice": 0.7898119495358248, + "FN": 316, + "FP": 1450, + "IoU": 0.6526357199055861, + "TN": 111141531, + "TP": 3318, + "n_pred": 4768, + "n_ref": 3634 + }, + "12": { + "Dice": 0.7041742286751361, + "FN": 776, + "FP": 1180, + "IoU": 0.5434173669467787, + "TN": 111142331, + "TP": 2328, + "n_pred": 3508, + "n_ref": 3104 + }, + "13": { + "Dice": 0.5235244988864143, + "FN": 17462, + "FP": 64690, + "IoU": 0.354577166022438, + "TN": 111019331, + "TP": 45132, + "n_pred": 109822, + "n_ref": 62594 + }, + "14": { + "Dice": 0.6947996285448961, + "FN": 2210, + "FP": 31970, + "IoU": 0.5323317735270777, + "TN": 111073529, + "TP": 38906, + "n_pred": 70876, + "n_ref": 41116 + }, + "15": { + "Dice": 0.12840745837555007, + "FN": 4136, + "FP": 284043, + "IoU": 0.06860866108394445, + "TN": 110837208, + "TP": 21228, + "n_pred": 305271, + "n_ref": 25364 + }, + "2": { + "Dice": 0.6875267791064542, + "FN": 14680, + "FP": 113674, + "IoU": 0.5238406149257496, + "TN": 110877054, + "TP": 141207, + "n_pred": 254881, + "n_ref": 155887 + }, + "3": { + "Dice": 0.5751624449966941, + "FN": 118425, + "FP": 67913, + "IoU": 0.4036687852429322, + "TN": 110834141, + "TP": 126136, + "n_pred": 194049, + "n_ref": 244561 + }, + "4": { + "Dice": 0.7342504234312389, + "FN": 1064, + "FP": 11802, + "IoU": 0.5800913838120104, + "TN": 111115975, + "TP": 17774, + "n_pred": 29576, + "n_ref": 18838 + }, + "5": { + "Dice": 0.8519257004932312, + "FN": 708, + "FP": 703, + "IoU": 0.7420475319926874, + "TN": 111141145, + "TP": 4059, + "n_pred": 4762, + "n_ref": 4767 + }, + "6": { + "Dice": 0.9606644569749102, + "FN": 29394, + "FP": 99571, + "IoU": 0.9243063642168924, + "TN": 109442839, + "TP": 1574811, + "n_pred": 1674382, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.29766385584780625, + "FN": 258769, + "FP": 307184, + "IoU": 0.17485609811571637, + "TN": 110460731, + "TP": 119931, + "n_pred": 427115, + "n_ref": 378700 + }, + "8": { + "Dice": 0.8123717558608582, + "FN": 5128, + "FP": 29711, + "IoU": 0.6840286595320152, + "TN": 111036355, + "TP": 75421, + "n_pred": 105132, + "n_ref": 80549 + }, + "9": { + "Dice": 0.6878067991617086, + "FN": 6953, + "FP": 37439, + "IoU": 0.5241658002208097, + "TN": 111053322, + "TP": 48901, + "n_pred": 86340, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9385068370833364, + "FN": 11424, + "FP": 13575, + "IoU": 0.8841383721253581, + "TN": 96905259, + "TP": 190767, + "n_pred": 204342, + "n_ref": 202191 + }, + "10": { + "Dice": 0.5785689674974158, + "FN": 11431, + "FP": 80304, + "IoU": 0.40703273973045473, + "TN": 96966320, + "TP": 62970, + "n_pred": 143274, + "n_ref": 74401 + }, + "11": { + "Dice": 0.7552720645665192, + "FN": 1011, + "FP": 869, + "IoU": 0.6067768249320226, + "TN": 97116244, + "TP": 2901, + "n_pred": 3770, + "n_ref": 3912 + }, + "12": { + "Dice": 0.5512987577100165, + "FN": 2110, + "FP": 3055, + "IoU": 0.3805468937395059, + "TN": 97112687, + "TP": 3173, + "n_pred": 6228, + "n_ref": 5283 + }, + "13": { + "Dice": 0.5319319204881604, + "FN": 14148, + "FP": 51360, + "IoU": 0.36233464095550516, + "TN": 97018294, + "TP": 37223, + "n_pred": 88583, + "n_ref": 51371 + }, + "14": { + "Dice": 0.9398741277356302, + "FN": 9730, + "FP": 6081, + "IoU": 0.8865684276982236, + "TN": 96981637, + "TP": 123577, + "n_pred": 129658, + "n_ref": 133307 + }, + "15": { + "Dice": 0.7606344092683229, + "FN": 7112, + "FP": 31524, + "IoU": 0.6137288423662558, + "TN": 97021002, + "TP": 61387, + "n_pred": 92911, + "n_ref": 68499 + }, + "2": { + "Dice": 0.6624832952031021, + "FN": 61556, + "FP": 46287, + "IoU": 0.49530842704779554, + "TN": 96907344, + "TP": 105838, + "n_pred": 152125, + "n_ref": 167394 + }, + "3": { + "Dice": 0.7876912886666639, + "FN": 24814, + "FP": 80320, + "IoU": 0.6497448061726256, + "TN": 96820861, + "TP": 195030, + "n_pred": 275350, + "n_ref": 219844 + }, + "4": { + "Dice": 0.5642593789861783, + "FN": 1087, + "FP": 23850, + "IoU": 0.3930092739089161, + "TN": 97079942, + "TP": 16146, + "n_pred": 39996, + "n_ref": 17233 + }, + "5": { + "Dice": 0.6505747126436782, + "FN": 5100, + "FP": 2804, + "IoU": 0.48211243611584326, + "TN": 97105763, + "TP": 7358, + "n_pred": 10162, + "n_ref": 12458 + }, + "6": { + "Dice": 0.9014825193678078, + "FN": 36139, + "FP": 302976, + "IoU": 0.8206355704499199, + "TN": 95230377, + "TP": 1551533, + "n_pred": 1854509, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.6913436514380157, + "FN": 123679, + "FP": 57660, + "IoU": 0.5282851011250569, + "TN": 96736600, + "TP": 203086, + "n_pred": 260746, + "n_ref": 326765 + }, + "8": { + "Dice": 0.928862301522506, + "FN": 6246, + "FP": 8131, + "IoU": 0.8671735696006061, + "TN": 97012786, + "TP": 93862, + "n_pred": 101993, + "n_ref": 100108 + }, + "9": { + "Dice": 0.8076544159731279, + "FN": 9366, + "FP": 31634, + "IoU": 0.677366047891469, + "TN": 96993946, + "TP": 86079, + "n_pred": 117713, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9193687906598216, + "FN": 17518, + "FP": 13988, + "IoU": 0.850770163505807, + "TN": 78845281, + "TP": 179618, + "n_pred": 193606, + "n_ref": 197136 + }, + "10": { + "Dice": 0.7674419753330337, + "FN": 15325, + "FP": 31758, + "IoU": 0.6226416606556063, + "TN": 78931635, + "TP": 77687, + "n_pred": 109445, + "n_ref": 93012 + }, + "11": { + "Dice": 0.7000986054373856, + "FN": 524, + "FP": 1605, + "IoU": 0.5385782401387083, + "TN": 79051791, + "TP": 2485, + "n_pred": 4090, + "n_ref": 3009 + }, + "12": { + "Dice": 0.4456589243572227, + "FN": 1210, + "FP": 3253, + "IoU": 0.2867188748601566, + "TN": 79050148, + "TP": 1794, + "n_pred": 5047, + "n_ref": 3004 + }, + "13": { + "Dice": 0.6256736119644017, + "FN": 29831, + "FP": 12819, + "IoU": 0.4552583850614351, + "TN": 78978111, + "TP": 35644, + "n_pred": 48463, + "n_ref": 65475 + }, + "14": { + "Dice": 0.3929581028811047, + "FN": 10702, + "FP": 73261, + "IoU": 0.24452262482116988, + "TN": 78945266, + "TP": 27176, + "n_pred": 100437, + "n_ref": 37878 + }, + "15": { + "Dice": 0.2715512924226665, + "FN": 3286, + "FP": 185812, + "IoU": 0.15710694290910387, + "TN": 78832061, + "TP": 35246, + "n_pred": 221058, + "n_ref": 38532 + }, + "2": { + "Dice": 0.7512360202167762, + "FN": 10411, + "FP": 57364, + "IoU": 0.6015836718378, + "TN": 78886294, + "TP": 102336, + "n_pred": 159700, + "n_ref": 112747 + }, + "3": { + "Dice": 0.8139607740280935, + "FN": 9659, + "FP": 41411, + "IoU": 0.6862848683281016, + "TN": 78893614, + "TP": 111721, + "n_pred": 153132, + "n_ref": 121380 + }, + "4": { + "Dice": 0.5746741879011865, + "FN": 1096, + "FP": 9837, + "IoU": 0.40318794694033516, + "TN": 79038086, + "TP": 7386, + "n_pred": 17223, + "n_ref": 8482 + }, + "5": { + "Dice": 0.7771560529354294, + "FN": 583, + "FP": 1926, + "IoU": 0.6355316676350958, + "TN": 79049521, + "TP": 4375, + "n_pred": 6301, + "n_ref": 4958 + }, + "6": { + "Dice": 0.9527085150506017, + "FN": 50004, + "FP": 75945, + "IoU": 0.9096880178459902, + "TN": 77661806, + "TP": 1268650, + "n_pred": 1344595, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.7371201840702297, + "FN": 188521, + "FP": 15076, + "IoU": 0.5836819741453699, + "TN": 78567363, + "TP": 285445, + "n_pred": 300521, + "n_ref": 473966 + }, + "8": { + "Dice": 0.6637289333598392, + "FN": 1478, + "FP": 28970, + "IoU": 0.4967023158173133, + "TN": 78995908, + "TP": 30049, + "n_pred": 59019, + "n_ref": 31527 + }, + "9": { + "Dice": 0.8025243818189739, + "FN": 6819, + "FP": 24910, + "IoU": 0.6701801436575503, + "TN": 78960204, + "TP": 64472, + "n_pred": 89382, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.899559741988328, + "FN": 9378, + "FP": 40653, + "IoU": 0.8174544101228135, + "TN": 122437866, + "TP": 224043, + "n_pred": 264696, + "n_ref": 233421 + }, + "10": { + "Dice": 0.6476504265942626, + "FN": 14864, + "FP": 89083, + "IoU": 0.47890755417863534, + "TN": 122512461, + "TP": 95532, + "n_pred": 184615, + "n_ref": 110396 + }, + "11": { + "Dice": 0.6348677358883565, + "FN": 1134, + "FP": 2372, + "IoU": 0.4650595056454074, + "TN": 122705386, + "TP": 3048, + "n_pred": 5420, + "n_ref": 4182 + }, + "12": { + "Dice": 0.29486684677730607, + "FN": 4762, + "FP": 2546, + "IoU": 0.17292892711634222, + "TN": 122703104, + "TP": 1528, + "n_pred": 4074, + "n_ref": 6290 + }, + "13": { + "Dice": 0.40178127467899033, + "FN": 26327, + "FP": 55483, + "IoU": 0.2513931718565559, + "TN": 122602657, + "TP": 27473, + "n_pred": 82956, + "n_ref": 53800 + }, + "14": { + "Dice": 0.7493789654582624, + "FN": 15687, + "FP": 45855, + "IoU": 0.5992054705307718, + "TN": 122558390, + "TP": 92008, + "n_pred": 137863, + "n_ref": 107695 + }, + "15": { + "Dice": 0.6457235233385861, + "FN": 3556, + "FP": 48602, + "IoU": 0.4768033222658013, + "TN": 122612249, + "TP": 47533, + "n_pred": 96135, + "n_ref": 51089 + }, + "2": { + "Dice": 0.5067162682130678, + "FN": 67474, + "FP": 67777, + "IoU": 0.33933020056858704, + "TN": 122507222, + "TP": 69467, + "n_pred": 137244, + "n_ref": 136941 + }, + "3": { + "Dice": 0.7244914083566538, + "FN": 3750, + "FP": 104348, + "IoU": 0.5680019821922406, + "TN": 122461712, + "TP": 142130, + "n_pred": 246478, + "n_ref": 145880 + }, + "4": { + "Dice": 0.6050530229414002, + "FN": 8191, + "FP": 66593, + "IoU": 0.4337462519308235, + "TN": 122579872, + "TP": 57284, + "n_pred": 123877, + "n_ref": 65475 + }, + "5": { + "Dice": 0.5417172274315132, + "FN": 9843, + "FP": 2620, + "IoU": 0.3714761208331232, + "TN": 122692111, + "TP": 7366, + "n_pred": 9986, + "n_ref": 17209 + }, + "6": { + "Dice": 0.900001815149017, + "FN": 49792, + "FP": 319317, + "IoU": 0.818184818433078, + "TN": 120681807, + "TP": 1661024, + "n_pred": 1980341, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.40008062256034443, + "FN": 317112, + "FP": 429973, + "IoU": 0.2500629895492558, + "TN": 121715743, + "TP": 249112, + "n_pred": 679085, + "n_ref": 566224 + }, + "8": { + "Dice": 0.7900436713050978, + "FN": 6378, + "FP": 62756, + "IoU": 0.6529522203146492, + "TN": 122512734, + "TP": 130072, + "n_pred": 192828, + "n_ref": 136450 + }, + "9": { + "Dice": 0.8167857761072232, + "FN": 8686, + "FP": 20950, + "IoU": 0.690310984785153, + "TN": 122616244, + "TP": 66060, + "n_pred": 87010, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/loop_002/summary_cross_val.json b/nnActive_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/loop_002/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..f0234e0f85be655e6e54dc07b95414228ede73a3 --- /dev/null +++ b/nnActive_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/loop_002/summary_cross_val.json @@ -0,0 +1,24396 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": 0.4849198799571752, + "FN": 802.3333333333334, + "FP": 712.8733333333333, + "IoU": 0.4119737754605975, + "TN": 157951.37333333332, + "TP": 2735.02, + "n_pred": 3447.8933333333334, + "n_ref": 3537.353333333333 + }, + "mean": { + "1": { + "Dice": 0.3818722213574151, + "FN": 349.1666666666667, + "FP": 195.9, + "IoU": 0.33513455545386495, + "TN": 160240.7, + "TP": 1415.8333333333333, + "n_pred": 1611.7333333333333, + "n_ref": 1765.0 + }, + "10": { + "Dice": 0.2631406578613025, + "FN": 943.7333333333333, + "FP": 433.06666666666666, + "IoU": 0.2092928355546637, + "TN": 160115.8, + "TP": 709.0, + "n_pred": 1142.0666666666666, + "n_ref": 1652.7333333333333 + }, + "11": { + "Dice": 0.46793983893150987, + "FN": 181.73333333333332, + "FP": 146.86666666666667, + "IoU": 0.3630204291140715, + "TN": 161488.83333333334, + "TP": 384.1666666666667, + "n_pred": 531.0333333333333, + "n_ref": 565.9 + }, + "12": { + "Dice": 0.2981179215040556, + "FN": 278.93333333333334, + "FP": 181.83333333333334, + "IoU": 0.22852699052462294, + "TN": 161374.36666666667, + "TP": 366.46666666666664, + "n_pred": 548.3, + "n_ref": 645.4 + }, + "13": { + "Dice": 0.30754932110211564, + "FN": 1395.7, + "FP": 686.6666666666666, + "IoU": 0.2354177729924614, + "TN": 158701.76666666666, + "TP": 1417.4666666666667, + "n_pred": 2104.133333333333, + "n_ref": 2813.1666666666665 + }, + "14": { + "Dice": 0.6751206775350338, + "FN": 985.0666666666667, + "FP": 446.7, + "IoU": 0.5934498238657352, + "TN": 157260.03333333333, + "TP": 3509.8, + "n_pred": 3956.5, + "n_ref": 4494.866666666667 + }, + "15": { + "Dice": 0.5457766317209728, + "FN": 383.4, + "FP": 1050.4, + "IoU": 0.44925005857500655, + "TN": 158855.03333333333, + "TP": 1912.7666666666667, + "n_pred": 2963.1666666666665, + "n_ref": 2296.1666666666665 + }, + "2": { + "Dice": 0.34888024027950143, + "FN": 1268.8666666666666, + "FP": 1211.8, + "IoU": 0.30492712810835065, + "TN": 156236.63333333333, + "TP": 3484.3, + "n_pred": 4696.1, + "n_ref": 4753.166666666667 + }, + "3": { + "Dice": 0.620828913281184, + "FN": 938.4, + "FP": 1567.1, + "IoU": 0.5554618009403345, + "TN": 155426.6, + "TP": 4269.5, + "n_pred": 5836.6, + "n_ref": 5207.9 + }, + "4": { + "Dice": 0.5179190743873574, + "FN": 553.9, + "FP": 607.7666666666667, + "IoU": 0.43874830097269235, + "TN": 158647.36666666667, + "TP": 2392.5666666666666, + "n_pred": 3000.3333333333335, + "n_ref": 2946.4666666666667 + }, + "5": { + "Dice": 0.43395438052767277, + "FN": 657.2666666666667, + "FP": 246.76666666666668, + "IoU": 0.33120697260606435, + "TN": 160459.76666666666, + "TP": 837.8, + "n_pred": 1084.5666666666666, + "n_ref": 1495.0666666666666 + }, + "6": { + "Dice": 0.8258374942640634, + "FN": 1283.1666666666667, + "FP": 1711.5666666666666, + "IoU": 0.7436115787464918, + "TN": 148069.76666666666, + "TP": 11137.1, + "n_pred": 12848.666666666666, + "n_ref": 12420.266666666666 + }, + "7": { + "Dice": 0.3424824442030815, + "FN": 1763.3333333333333, + "FP": 1642.1, + "IoU": 0.272656726318407, + "TN": 156253.53333333333, + "TP": 2542.633333333333, + "n_pred": 4184.733333333334, + "n_ref": 4305.966666666666 + }, + "8": { + "Dice": 0.7283638568040498, + "FN": 504.7, + "FP": 231.73333333333332, + "IoU": 0.6663511634228791, + "TN": 156875.03333333333, + "TP": 4590.133333333333, + "n_pred": 4821.866666666667, + "n_ref": 5094.833333333333 + }, + "9": { + "Dice": 0.5160145255983138, + "FN": 547.6333333333333, + "FP": 332.8333333333333, + "IoU": 0.45255049471331793, + "TN": 159265.36666666667, + "TP": 2055.766666666667, + "n_pred": 2388.6, + "n_ref": 2603.4 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.5679133858267716, + "FN": 878, + "FP": 0, + "IoU": 0.3965635738831615, + "TN": 146001, + "TP": 577, + "n_pred": 577, + "n_ref": 1455 + }, + "10": { + "Dice": 0.0, + "FN": 163, + "FP": 788, + "IoU": 0.0, + "TN": 146505, + "TP": 0, + "n_pred": 788, + "n_ref": 163 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 7592, + "FP": 1824, + "IoU": 0.0, + "TN": 138040, + "TP": 0, + "n_pred": 1824, + "n_ref": 7592 + }, + "14": { + "Dice": 0.8835541699142635, + "FN": 577, + "FP": 170, + "IoU": 0.7913990505445406, + "TN": 143875, + "TP": 2834, + "n_pred": 3004, + "n_ref": 3411 + }, + "15": { + "Dice": 0.8101045296167247, + "FN": 1492, + "FP": 252, + "IoU": 0.6808199121522694, + "TN": 141992, + "TP": 3720, + "n_pred": 3972, + "n_ref": 5212 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 3615, + "IoU": 0.0, + "TN": 143841, + "TP": 0, + "n_pred": 3615, + "n_ref": 0 + }, + "3": { + "Dice": 0.8037574223693176, + "FN": 3801, + "FP": 231, + "IoU": 0.6719017007079502, + "TN": 135167, + "TP": 8257, + "n_pred": 8488, + "n_ref": 12058 + }, + "4": { + "Dice": 0.0, + "FN": 2579, + "FP": 0, + "IoU": 0.0, + "TN": 144877, + "TP": 0, + "n_pred": 0, + "n_ref": 2579 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.1911118621155796, + "FN": 6715, + "FP": 2859, + "IoU": 0.10565156468939747, + "TN": 136751, + "TP": 1131, + "n_pred": 3990, + "n_ref": 7846 + }, + "7": { + "Dice": 0.03569023569023569, + "FN": 2337, + "FP": 527, + "IoU": 0.01816935207404868, + "TN": 144539, + "TP": 53, + "n_pred": 580, + "n_ref": 2390 + }, + "8": { + "Dice": 0.7336854017351943, + "FN": 1203, + "FP": 209, + "IoU": 0.5793863568662496, + "TN": 144099, + "TP": 1945, + "n_pred": 2154, + "n_ref": 3148 + }, + "9": { + "Dice": 0.09144542772861357, + "FN": 112, + "FP": 1120, + "IoU": 0.04791344667697063, + "TN": 146162, + "TP": 62, + "n_pred": 1182, + "n_ref": 174 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0006.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0006.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 28, + "IoU": 0.0, + "TN": 147428, + "TP": 0, + "n_pred": 28, + "n_ref": 0 + }, + "10": { + "Dice": 0.4688427299703264, + "FN": 529, + "FP": 8, + "IoU": 0.3062015503875969, + "TN": 146682, + "TP": 237, + "n_pred": 245, + "n_ref": 766 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 26, + "IoU": 0.0, + "TN": 147430, + "TP": 0, + "n_pred": 26, + "n_ref": 0 + }, + "12": { + "Dice": 0.5020850708924104, + "FN": 144, + "FP": 453, + "IoU": 0.3351893095768374, + "TN": 146558, + "TP": 301, + "n_pred": 754, + "n_ref": 445 + }, + "13": { + "Dice": 0.8710237131289763, + "FN": 340, + "FP": 998, + "IoU": 0.7715163934426229, + "TN": 141600, + "TP": 4518, + "n_pred": 5516, + "n_ref": 4858 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9068436713206683, + "FN": 327, + "FP": 894, + "IoU": 0.8295644891122278, + "TN": 140292, + "TP": 5943, + "n_pred": 6837, + "n_ref": 6270 + }, + "5": { + "Dice": 0.7703585938880056, + "FN": 1457, + "FP": 1143, + "IoU": 0.6264904467748886, + "TN": 140495, + "TP": 4361, + "n_pred": 5504, + "n_ref": 5818 + }, + "6": { + "Dice": 0.8936840447314538, + "FN": 819, + "FP": 531, + "IoU": 0.8078018223234624, + "TN": 140432, + "TP": 5674, + "n_pred": 6205, + "n_ref": 6493 + }, + "7": { + "Dice": 0.7727848718198654, + "FN": 140, + "FP": 2191, + "IoU": 0.6297061159650517, + "TN": 141161, + "TP": 3964, + "n_pred": 6155, + "n_ref": 4104 + }, + "8": { + "Dice": 0.9288702928870293, + "FN": 962, + "FP": 925, + "IoU": 0.8671875, + "TN": 133248, + "TP": 12321, + "n_pred": 13246, + "n_ref": 13283 + }, + "9": { + "Dice": 0.43902439024390244, + "FN": 13, + "FP": 10, + "IoU": 0.28125, + "TN": 147424, + "TP": 9, + "n_pred": 19, + "n_ref": 22 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0007.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0007.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6985327484495538, + "FN": 194, + "FP": 1799, + "IoU": 0.5367271036727104, + "TN": 143154, + "TP": 2309, + "n_pred": 4108, + "n_ref": 2503 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 27, + "FP": 138, + "IoU": 0.0, + "TN": 147291, + "TP": 0, + "n_pred": 138, + "n_ref": 27 + }, + "14": { + "Dice": 0.932596685082873, + "FN": 1272, + "FP": 131, + "IoU": 0.8737060041407867, + "TN": 136347, + "TP": 9706, + "n_pred": 9837, + "n_ref": 10978 + }, + "15": { + "Dice": 0.8035092479536924, + "FN": 1584, + "FP": 2761, + "IoU": 0.6715549172273036, + "TN": 134227, + "TP": 8884, + "n_pred": 11645, + "n_ref": 10468 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1133, + "IoU": 0.0, + "TN": 146323, + "TP": 0, + "n_pred": 1133, + "n_ref": 0 + }, + "3": { + "Dice": 0.9072362894515781, + "FN": 1212, + "FP": 334, + "IoU": 0.8302218317592795, + "TN": 138350, + "TP": 7560, + "n_pred": 7894, + "n_ref": 8772 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8483324953913189, + "FN": 1122, + "FP": 688, + "IoU": 0.7366123399301513, + "TN": 140584, + "TP": 5062, + "n_pred": 5750, + "n_ref": 6184 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.8146250993552945, + "FN": 2035, + "FP": 64, + "IoU": 0.6872299210251825, + "TN": 140745, + "TP": 4612, + "n_pred": 4676, + "n_ref": 6647 + }, + "8": { + "Dice": 0.9057772655236997, + "FN": 1256, + "FP": 52, + "IoU": 0.827781435154707, + "TN": 139861, + "TP": 6287, + "n_pred": 6339, + "n_ref": 7543 + }, + "9": { + "Dice": 0.9054586381541925, + "FN": 104, + "FP": 1240, + "IoU": 0.8272493573264782, + "TN": 139676, + "TP": 6436, + "n_pred": 7676, + "n_ref": 6540 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0017.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0017.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.6711590296495957, + "FN": 924, + "FP": 52, + "IoU": 0.5050709939148073, + "TN": 161868, + "TP": 996, + "n_pred": 1048, + "n_ref": 1920 + }, + "12": { + "Dice": 0.873243985144518, + "FN": 494, + "FP": 291, + "IoU": 0.7750071653768988, + "TN": 160351, + "TP": 2704, + "n_pred": 2995, + "n_ref": 3198 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 10, + "IoU": 0.0, + "TN": 163830, + "TP": 0, + "n_pred": 10, + "n_ref": 0 + }, + "14": { + "Dice": 0.6837270341207349, + "FN": 32, + "FP": 932, + "IoU": 0.5194416749750748, + "TN": 161834, + "TP": 1042, + "n_pred": 1974, + "n_ref": 1074 + }, + "15": { + "Dice": 0.4552683896620278, + "FN": 504, + "FP": 4428, + "IoU": 0.2947232947232947, + "TN": 156847, + "TP": 2061, + "n_pred": 6489, + "n_ref": 2565 + }, + "2": { + "Dice": 0.2570666019653039, + "FN": 12196, + "FP": 52, + "IoU": 0.14749077747616066, + "TN": 149473, + "TP": 2119, + "n_pred": 2171, + "n_ref": 14315 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 12128, + "IoU": 0.0, + "TN": 151712, + "TP": 0, + "n_pred": 12128, + "n_ref": 0 + }, + "4": { + "Dice": 0.7572250833080885, + "FN": 946, + "FP": 3061, + "IoU": 0.609301872074883, + "TN": 153584, + "TP": 6249, + "n_pred": 9310, + "n_ref": 7195 + }, + "5": { + "Dice": 0.8, + "FN": 11, + "FP": 21, + "IoU": 0.6666666666666666, + "TN": 163744, + "TP": 64, + "n_pred": 85, + "n_ref": 75 + }, + "6": { + "Dice": 0.9242035884291468, + "FN": 914, + "FP": 2398, + "IoU": 0.8590878148400273, + "TN": 140336, + "TP": 20192, + "n_pred": 22590, + "n_ref": 21106 + }, + "7": { + "Dice": 0.08791208791208792, + "FN": 1088, + "FP": 74, + "IoU": 0.04597701149425287, + "TN": 162622, + "TP": 56, + "n_pred": 130, + "n_ref": 1144 + }, + "8": { + "Dice": 0.963029315960912, + "FN": 182, + "FP": 272, + "IoU": 0.9286948327312706, + "TN": 157473, + "TP": 5913, + "n_pred": 6185, + "n_ref": 6095 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 163839, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0043.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0043.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 30, + "FP": 486, + "IoU": 0.0, + "TN": 163324, + "TP": 0, + "n_pred": 486, + "n_ref": 30 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 235, + "IoU": 0.0, + "TN": 163605, + "TP": 0, + "n_pred": 235, + "n_ref": 0 + }, + "11": { + "Dice": 0.7305251009809579, + "FN": 392, + "FP": 542, + "IoU": 0.5754545454545454, + "TN": 161640, + "TP": 1266, + "n_pred": 1808, + "n_ref": 1658 + }, + "12": { + "Dice": 0.5024826216484608, + "FN": 691, + "FP": 1814, + "IoU": 0.33554376657824936, + "TN": 160070, + "TP": 1265, + "n_pred": 3079, + "n_ref": 1956 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 31, + "IoU": 0.0, + "TN": 163809, + "TP": 0, + "n_pred": 31, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8419684911482865, + "FN": 5523, + "FP": 2261, + "IoU": 0.7270687237026648, + "TN": 135320, + "TP": 20736, + "n_pred": 22997, + "n_ref": 26259 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 13694, + "IoU": 0.0, + "TN": 150146, + "TP": 0, + "n_pred": 13694, + "n_ref": 0 + }, + "4": { + "Dice": 0.6828346456692913, + "FN": 143, + "FP": 864, + "IoU": 0.5184122429459589, + "TN": 161749, + "TP": 1084, + "n_pred": 1948, + "n_ref": 1227 + }, + "5": { + "Dice": 0.3927046953822274, + "FN": 4498, + "FP": 197, + "IoU": 0.24432641236117816, + "TN": 157627, + "TP": 1518, + "n_pred": 1715, + "n_ref": 6016 + }, + "6": { + "Dice": 0.9499350096365021, + "FN": 1118, + "FP": 1116, + "IoU": 0.9046440157077001, + "TN": 140412, + "TP": 21194, + "n_pred": 22310, + "n_ref": 22312 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 81, + "IoU": 0.0, + "TN": 163759, + "TP": 0, + "n_pred": 81, + "n_ref": 0 + }, + "8": { + "Dice": 0.8605010574263868, + "FN": 2916, + "FP": 514, + "IoU": 0.7551573988150475, + "TN": 149831, + "TP": 10579, + "n_pred": 11093, + "n_ref": 13495 + }, + "9": { + "Dice": 0.9069859489412231, + "FN": 759, + "FP": 181, + "IoU": 0.8298026434908564, + "TN": 158317, + "TP": 4583, + "n_pred": 4764, + "n_ref": 5342 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0044.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0044.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 22, + "IoU": 0.0, + "TN": 147434, + "TP": 0, + "n_pred": 22, + "n_ref": 0 + }, + "10": { + "Dice": 0.06617985658838234, + "FN": 14177, + "FP": 18, + "IoU": 0.034222343175942305, + "TN": 132758, + "TP": 503, + "n_pred": 521, + "n_ref": 14680 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 75, + "FP": 0, + "IoU": 0.0, + "TN": 147381, + "TP": 0, + "n_pred": 0, + "n_ref": 75 + }, + "13": { + "Dice": 0.6031680724130837, + "FN": 1730, + "FP": 2128, + "IoU": 0.4318114874815906, + "TN": 140666, + "TP": 2932, + "n_pred": 5060, + "n_ref": 4662 + }, + "14": { + "Dice": 0.9495245062179956, + "FN": 697, + "FP": 683, + "IoU": 0.903899721448468, + "TN": 133096, + "TP": 12980, + "n_pred": 13663, + "n_ref": 13677 + }, + "15": { + "Dice": 0.042643923240938165, + "FN": 138, + "FP": 311, + "IoU": 0.02178649237472767, + "TN": 146997, + "TP": 10, + "n_pred": 321, + "n_ref": 148 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8761106879918761, + "FN": 589, + "FP": 387, + "IoU": 0.7795346735938559, + "TN": 143029, + "TP": 3451, + "n_pred": 3838, + "n_ref": 4040 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8579157427937916, + "FN": 2963, + "FP": 241, + "IoU": 0.7511842820532733, + "TN": 134579, + "TP": 9673, + "n_pred": 9914, + "n_ref": 12636 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 13634, + "IoU": 0.0, + "TN": 133822, + "TP": 0, + "n_pred": 13634, + "n_ref": 0 + }, + "8": { + "Dice": 0.9070746208831585, + "FN": 1271, + "FP": 120, + "IoU": 0.8299511002444988, + "TN": 139276, + "TP": 6789, + "n_pred": 6909, + "n_ref": 8060 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 136, + "IoU": 0.0, + "TN": 147320, + "TP": 0, + "n_pred": 136, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0045.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0045.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 163833, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 67, + "IoU": 0.0, + "TN": 163773, + "TP": 0, + "n_pred": 67, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.4363376251788269, + "FN": 775, + "FP": 13, + "IoU": 0.2790484903934126, + "TN": 162747, + "TP": 305, + "n_pred": 318, + "n_ref": 1080 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 163838, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 671, + "IoU": 0.0, + "TN": 163169, + "TP": 0, + "n_pred": 671, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3956, + "IoU": 0.0, + "TN": 159884, + "TP": 0, + "n_pred": 3956, + "n_ref": 0 + }, + "4": { + "Dice": 0.9204659859053645, + "FN": 698, + "FP": 408, + "IoU": 0.8526512123634425, + "TN": 156334, + "TP": 6400, + "n_pred": 6808, + "n_ref": 7098 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9796139870699826, + "FN": 256, + "FP": 608, + "IoU": 0.9600425472876104, + "TN": 142217, + "TP": 20759, + "n_pred": 21367, + "n_ref": 21015 + }, + "7": { + "Dice": 0.0, + "FN": 148, + "FP": 15, + "IoU": 0.0, + "TN": 163677, + "TP": 0, + "n_pred": 15, + "n_ref": 148 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0072.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0072.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 870, + "IoU": 0.0, + "TN": 162970, + "TP": 0, + "n_pred": 870, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 163832, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 25, + "IoU": 0.0, + "TN": 163815, + "TP": 0, + "n_pred": 25, + "n_ref": 0 + }, + "3": { + "Dice": 0.9474401089656278, + "FN": 412, + "FP": 900, + "IoU": 0.9001294054959276, + "TN": 150703, + "TP": 11825, + "n_pred": 12725, + "n_ref": 12237 + }, + "4": { + "Dice": 0.9185235201440468, + "FN": 209, + "FP": 1239, + "IoU": 0.8493236212278876, + "TN": 154230, + "TP": 8162, + "n_pred": 9401, + "n_ref": 8371 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8140092165898618, + "FN": 730, + "FP": 279, + "IoU": 0.6863537457258315, + "TN": 160623, + "TP": 2208, + "n_pred": 2487, + "n_ref": 2938 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 251, + "IoU": 0.0, + "TN": 163589, + "TP": 0, + "n_pred": 251, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0076.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0076.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9181097084124679, + "FN": 431, + "FP": 302, + "IoU": 0.8486162742668318, + "TN": 142614, + "TP": 4109, + "n_pred": 4411, + "n_ref": 4540 + }, + "11": { + "Dice": 0.5987721198988805, + "FN": 713, + "FP": 398, + "IoU": 0.42731958762886596, + "TN": 145516, + "TP": 829, + "n_pred": 1227, + "n_ref": 1542 + }, + "12": { + "Dice": 0.7776986951364175, + "FN": 556, + "FP": 381, + "IoU": 0.6362577639751553, + "TN": 144880, + "TP": 1639, + "n_pred": 2020, + "n_ref": 2195 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 147454, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 147449, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "3": { + "Dice": 0.8126064735945485, + "FN": 3, + "FP": 217, + "IoU": 0.6843615494978479, + "TN": 146759, + "TP": 477, + "n_pred": 694, + "n_ref": 480 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9394042940941967, + "FN": 1038, + "FP": 1090, + "IoU": 0.8857326961284433, + "TN": 128833, + "TP": 16495, + "n_pred": 17585, + "n_ref": 17533 + }, + "7": { + "Dice": 0.8689574245554961, + "FN": 4365, + "FP": 772, + "IoU": 0.768280030673463, + "TN": 125287, + "TP": 17032, + "n_pred": 17804, + "n_ref": 21397 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.910130898691013, + "FN": 148, + "FP": 669, + "IoU": 0.8350827614049253, + "TN": 142502, + "TP": 4137, + "n_pred": 4806, + "n_ref": 4285 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0078.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0078.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8365234375, + "FN": 2589, + "FP": 759, + "IoU": 0.7189860668121538, + "TN": 151926, + "TP": 8566, + "n_pred": 9325, + "n_ref": 11155 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 163, + "FP": 0, + "IoU": 0.0, + "TN": 163677, + "TP": 0, + "n_pred": 0, + "n_ref": 163 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 49, + "IoU": 0.0, + "TN": 163791, + "TP": 0, + "n_pred": 49, + "n_ref": 0 + }, + "14": { + "Dice": 0.8324458204334365, + "FN": 680, + "FP": 673, + "IoU": 0.712982605006364, + "TN": 159126, + "TP": 3361, + "n_pred": 4034, + "n_ref": 4041 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9500666461601559, + "FN": 229, + "FP": 745, + "IoU": 0.9048828125, + "TN": 153600, + "TP": 9266, + "n_pred": 10011, + "n_ref": 9495 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.407158836689038, + "FN": 279, + "FP": 516, + "IoU": 0.2556179775280899, + "TN": 162772, + "TP": 273, + "n_pred": 789, + "n_ref": 552 + }, + "6": { + "Dice": 0.9139921722113503, + "FN": 1455, + "FP": 303, + "IoU": 0.841607352013695, + "TN": 152741, + "TP": 9341, + "n_pred": 9644, + "n_ref": 10796 + }, + "7": { + "Dice": 0.24805102763997164, + "FN": 4236, + "FP": 8, + "IoU": 0.14158576051779936, + "TN": 158896, + "TP": 700, + "n_pred": 708, + "n_ref": 4936 + }, + "8": { + "Dice": 0.9339263024142312, + "FN": 186, + "FP": 646, + "IoU": 0.8760429082240763, + "TN": 157128, + "TP": 5880, + "n_pred": 6526, + "n_ref": 6066 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 163838, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0133.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0133.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8835718195324107, + "FN": 1424, + "FP": 65, + "IoU": 0.7914273707802213, + "TN": 156701, + "TP": 5650, + "n_pred": 5715, + "n_ref": 7074 + }, + "10": { + "Dice": 0.0, + "FN": 3769, + "FP": 38, + "IoU": 0.0, + "TN": 160033, + "TP": 0, + "n_pred": 38, + "n_ref": 3769 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 634, + "FP": 0, + "IoU": 0.0, + "TN": 163206, + "TP": 0, + "n_pred": 0, + "n_ref": 634 + }, + "14": { + "Dice": 0.20009955201592833, + "FN": 1774, + "FP": 3047, + "IoU": 0.11117256637168142, + "TN": 158416, + "TP": 603, + "n_pred": 3650, + "n_ref": 2377 + }, + "15": { + "Dice": 0.7821749251745926, + "FN": 102, + "FP": 553, + "IoU": 0.6422719825232114, + "TN": 162009, + "TP": 1176, + "n_pred": 1729, + "n_ref": 1278 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1803, + "IoU": 0.0, + "TN": 162037, + "TP": 0, + "n_pred": 1803, + "n_ref": 0 + }, + "3": { + "Dice": 0.9167944250871081, + "FN": 1478, + "FP": 313, + "IoU": 0.8463715903242409, + "TN": 152182, + "TP": 9867, + "n_pred": 10180, + "n_ref": 11345 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8413662239089184, + "FN": 175, + "FP": 1497, + "IoU": 0.7261709793645594, + "TN": 157734, + "TP": 4434, + "n_pred": 5931, + "n_ref": 4609 + }, + "6": { + "Dice": 0.7613271947928243, + "FN": 2809, + "FP": 4708, + "IoU": 0.6146313954680611, + "TN": 144334, + "TP": 11989, + "n_pred": 16697, + "n_ref": 14798 + }, + "7": { + "Dice": 0.24035959309202745, + "FN": 1128, + "FP": 2083, + "IoU": 0.1365958591019091, + "TN": 160121, + "TP": 508, + "n_pred": 2591, + "n_ref": 1636 + }, + "8": { + "Dice": 0.9670598186175462, + "FN": 569, + "FP": 132, + "IoU": 0.9362205440815212, + "TN": 152849, + "TP": 10290, + "n_pred": 10422, + "n_ref": 10859 + }, + "9": { + "Dice": 0.0, + "FN": 184, + "FP": 279, + "IoU": 0.0, + "TN": 163377, + "TP": 0, + "n_pred": 279, + "n_ref": 184 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0156.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0156.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.30514705882352944, + "FN": 83, + "FP": 295, + "IoU": 0.18004338394793926, + "TN": 179763, + "TP": 83, + "n_pred": 378, + "n_ref": 166 + }, + "10": { + "Dice": 0.44474272930648767, + "FN": 278, + "FP": 2204, + "IoU": 0.2859608745684695, + "TN": 176748, + "TP": 994, + "n_pred": 3198, + "n_ref": 1272 + }, + "11": { + "Dice": 0.8033222591362126, + "FN": 178, + "FP": 414, + "IoU": 0.67129372570794, + "TN": 178423, + "TP": 1209, + "n_pred": 1623, + "n_ref": 1387 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7323429762835548, + "FN": 239, + "FP": 788, + "IoU": 0.5777138157894737, + "TN": 177792, + "TP": 1405, + "n_pred": 2193, + "n_ref": 1644 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7827700722797422, + "FN": 1007, + "FP": 1217, + "IoU": 0.6430749478414379, + "TN": 173993, + "TP": 4007, + "n_pred": 5224, + "n_ref": 5014 + }, + "3": { + "Dice": 0.951048951048951, + "FN": 412, + "FP": 358, + "IoU": 0.9066666666666666, + "TN": 171974, + "TP": 7480, + "n_pred": 7838, + "n_ref": 7892 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 10, + "IoU": 0.0, + "TN": 180214, + "TP": 0, + "n_pred": 10, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9057544984856583, + "FN": 362, + "FP": 696, + "IoU": 0.8277434060566591, + "TN": 174082, + "TP": 5084, + "n_pred": 5780, + "n_ref": 5446 + }, + "7": { + "Dice": 0.8726823238566132, + "FN": 2712, + "FP": 69, + "IoU": 0.7741228070175439, + "TN": 167912, + "TP": 9531, + "n_pred": 9600, + "n_ref": 12243 + }, + "8": { + "Dice": 0.2, + "FN": 7, + "FP": 105, + "IoU": 0.1111111111111111, + "TN": 180098, + "TP": 14, + "n_pred": 119, + "n_ref": 21 + }, + "9": { + "Dice": 0.9634146341463414, + "FN": 20, + "FP": 676, + "IoU": 0.9294117647058824, + "TN": 170364, + "TP": 9164, + "n_pred": 9840, + "n_ref": 9184 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0158.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0158.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9237699237699237, + "FN": 210, + "FP": 10, + "IoU": 0.8583386992916935, + "TN": 178671, + "TP": 1333, + "n_pred": 1343, + "n_ref": 1543 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 187, + "IoU": 0.0, + "TN": 180037, + "TP": 0, + "n_pred": 187, + "n_ref": 0 + }, + "11": { + "Dice": 0.7876106194690266, + "FN": 541, + "FP": 179, + "IoU": 0.6496350364963503, + "TN": 178169, + "TP": 1335, + "n_pred": 1514, + "n_ref": 1876 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5581395348837209, + "FN": 27, + "FP": 296, + "IoU": 0.3870967741935484, + "TN": 179697, + "TP": 204, + "n_pred": 500, + "n_ref": 231 + }, + "14": { + "Dice": 0.9182760244936411, + "FN": 1140, + "FP": 248, + "IoU": 0.8489005007620292, + "TN": 171038, + "TP": 7798, + "n_pred": 8046, + "n_ref": 8938 + }, + "15": { + "Dice": 0.8904147212304312, + "FN": 282, + "FP": 915, + "IoU": 0.8024752475247525, + "TN": 174164, + "TP": 4863, + "n_pred": 5778, + "n_ref": 5145 + }, + "2": { + "Dice": 0.4059328649492584, + "FN": 186, + "FP": 575, + "IoU": 0.2546523016650343, + "TN": 179203, + "TP": 260, + "n_pred": 835, + "n_ref": 446 + }, + "3": { + "Dice": 0.9279232755440797, + "FN": 690, + "FP": 287, + "IoU": 0.8655381227635562, + "TN": 172958, + "TP": 6289, + "n_pred": 6576, + "n_ref": 6979 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 107, + "IoU": 0.0, + "TN": 180117, + "TP": 0, + "n_pred": 107, + "n_ref": 0 + }, + "5": { + "Dice": 0.5383747178329571, + "FN": 3107, + "FP": 165, + "IoU": 0.36833976833976834, + "TN": 175044, + "TP": 1908, + "n_pred": 2073, + "n_ref": 5015 + }, + "6": { + "Dice": 0.8824119196959451, + "FN": 2314, + "FP": 2729, + "IoU": 0.7895681201752556, + "TN": 156259, + "TP": 18922, + "n_pred": 21651, + "n_ref": 21236 + }, + "7": { + "Dice": 0.7582694778925325, + "FN": 5060, + "FP": 19, + "IoU": 0.610655423533921, + "TN": 167179, + "TP": 7966, + "n_pred": 7985, + "n_ref": 13026 + }, + "8": { + "Dice": 0.9772406847935549, + "FN": 335, + "FP": 456, + "IoU": 0.955494289090193, + "TN": 162451, + "TP": 16982, + "n_pred": 17438, + "n_ref": 17317 + }, + "9": { + "Dice": 0.9081192774947451, + "FN": 864, + "FP": 1715, + "IoU": 0.8317019055077003, + "TN": 164900, + "TP": 12745, + "n_pred": 14460, + "n_ref": 13609 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0170.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0170.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 4371, + "FP": 0, + "IoU": 0.0, + "TN": 126701, + "TP": 0, + "n_pred": 0, + "n_ref": 4371 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.08729016786570744, + "FN": 1392, + "FP": 511, + "IoU": 0.04563691073219659, + "TN": 129078, + "TP": 91, + "n_pred": 602, + "n_ref": 1483 + }, + "13": { + "Dice": 0.4141249629848978, + "FN": 6889, + "FP": 1025, + "IoU": 0.26113341424703573, + "TN": 120361, + "TP": 2797, + "n_pred": 3822, + "n_ref": 9686 + }, + "14": { + "Dice": 0.8709524775231529, + "FN": 1192, + "FP": 717, + "IoU": 0.771404622200934, + "TN": 122721, + "TP": 6442, + "n_pred": 7159, + "n_ref": 7634 + }, + "15": { + "Dice": 0.4681494549807826, + "FN": 1652, + "FP": 6789, + "IoU": 0.3056103981572886, + "TN": 118916, + "TP": 3715, + "n_pred": 10504, + "n_ref": 5367 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 6119, + "IoU": 0.0, + "TN": 124953, + "TP": 0, + "n_pred": 6119, + "n_ref": 0 + }, + "3": { + "Dice": 0.7992655102359744, + "FN": 3830, + "FP": 1308, + "IoU": 0.6656471660050758, + "TN": 115705, + "TP": 10229, + "n_pred": 11537, + "n_ref": 14059 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 70, + "FP": 699, + "IoU": 0.0, + "TN": 130303, + "TP": 0, + "n_pred": 699, + "n_ref": 70 + }, + "7": { + "Dice": 0.0, + "FN": 481, + "FP": 1361, + "IoU": 0.0, + "TN": 129230, + "TP": 0, + "n_pred": 1361, + "n_ref": 481 + }, + "8": { + "Dice": 0.8505747126436781, + "FN": 81, + "FP": 10, + "IoU": 0.74, + "TN": 130722, + "TP": 259, + "n_pred": 269, + "n_ref": 340 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0173.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0173.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.09923664122137404, + "FN": 2, + "FP": 706, + "IoU": 0.05220883534136546, + "TN": 146709, + "TP": 39, + "n_pred": 745, + "n_ref": 41 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 518, + "IoU": 0.0, + "TN": 146938, + "TP": 0, + "n_pred": 518, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 121, + "IoU": 0.0, + "TN": 147335, + "TP": 0, + "n_pred": 121, + "n_ref": 0 + }, + "13": { + "Dice": 0.34893617021276596, + "FN": 3449, + "FP": 529, + "IoU": 0.211340206185567, + "TN": 142412, + "TP": 1066, + "n_pred": 1595, + "n_ref": 4515 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1251, + "IoU": 0.0, + "TN": 146205, + "TP": 0, + "n_pred": 1251, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 14, + "IoU": 0.0, + "TN": 147442, + "TP": 0, + "n_pred": 14, + "n_ref": 0 + }, + "3": { + "Dice": 0.9555424701899013, + "FN": 412, + "FP": 192, + "IoU": 0.9148696264975335, + "TN": 140361, + "TP": 6491, + "n_pred": 6683, + "n_ref": 6903 + }, + "4": { + "Dice": 0.7302596078901613, + "FN": 4488, + "FP": 11, + "IoU": 0.5751251298517329, + "TN": 136867, + "TP": 6090, + "n_pred": 6101, + "n_ref": 10578 + }, + "5": { + "Dice": 0.6646240867310865, + "FN": 1442, + "FP": 1404, + "IoU": 0.4977056124249912, + "TN": 141790, + "TP": 2820, + "n_pred": 4224, + "n_ref": 4262 + }, + "6": { + "Dice": 0.7378162549443988, + "FN": 35, + "FP": 3478, + "IoU": 0.5845553453169348, + "TN": 139000, + "TP": 4943, + "n_pred": 8421, + "n_ref": 4978 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 10642, + "IoU": 0.0, + "TN": 136814, + "TP": 0, + "n_pred": 10642, + "n_ref": 0 + }, + "8": { + "Dice": 0.1415929203539823, + "FN": 11, + "FP": 474, + "IoU": 0.0761904761904762, + "TN": 146931, + "TP": 40, + "n_pred": 514, + "n_ref": 51 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 101, + "IoU": 0.0, + "TN": 147355, + "TP": 0, + "n_pred": 101, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0175.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0175.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 287, + "IoU": 0.0, + "TN": 163553, + "TP": 0, + "n_pred": 287, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8238198087010182, + "FN": 19, + "FP": 552, + "IoU": 0.7004197271773347, + "TN": 161934, + "TP": 1335, + "n_pred": 1887, + "n_ref": 1354 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8055990262563032, + "FN": 5185, + "FP": 3759, + "IoU": 0.6744795457854127, + "TN": 136364, + "TP": 18532, + "n_pred": 22291, + "n_ref": 23717 + }, + "3": { + "Dice": 0.8776482709768819, + "FN": 1375, + "FP": 2425, + "IoU": 0.7819725744448907, + "TN": 146411, + "TP": 13629, + "n_pred": 16054, + "n_ref": 15004 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.32989690721649484, + "FN": 390, + "FP": 0, + "IoU": 0.19753086419753085, + "TN": 163354, + "TP": 96, + "n_pred": 96, + "n_ref": 486 + }, + "8": { + "Dice": 0.9619623178101671, + "FN": 344, + "FP": 84, + "IoU": 0.9267123287671233, + "TN": 158000, + "TP": 5412, + "n_pred": 5496, + "n_ref": 5756 + }, + "9": { + "Dice": 0.9532107131332688, + "FN": 553, + "FP": 27, + "IoU": 0.9106041923551171, + "TN": 157352, + "TP": 5908, + "n_pred": 5935, + "n_ref": 6461 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0179.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0179.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.36156960448458425, + "FN": 3655, + "FP": 445, + "IoU": 0.2206804789963885, + "TN": 158579, + "TP": 1161, + "n_pred": 1606, + "n_ref": 4816 + }, + "10": { + "Dice": 0.7676219984508134, + "FN": 37, + "FP": 563, + "IoU": 0.6228786926461345, + "TN": 162249, + "TP": 991, + "n_pred": 1554, + "n_ref": 1028 + }, + "11": { + "Dice": 0.6861538461538461, + "FN": 511, + "FP": 917, + "IoU": 0.522248243559719, + "TN": 160851, + "TP": 1561, + "n_pred": 2478, + "n_ref": 2072 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 23, + "IoU": 0.0, + "TN": 163817, + "TP": 0, + "n_pred": 23, + "n_ref": 0 + }, + "13": { + "Dice": 0.8262448132780082, + "FN": 641, + "FP": 1369, + "IoU": 0.7039328325231993, + "TN": 157051, + "TP": 4779, + "n_pred": 6148, + "n_ref": 5420 + }, + "14": { + "Dice": 0.7741046831955923, + "FN": 104, + "FP": 224, + "IoU": 0.6314606741573033, + "TN": 162950, + "TP": 562, + "n_pred": 786, + "n_ref": 666 + }, + "15": { + "Dice": 0.8878464818763326, + "FN": 1014, + "FP": 38, + "IoU": 0.7983128834355828, + "TN": 158624, + "TP": 4164, + "n_pred": 4202, + "n_ref": 5178 + }, + "2": { + "Dice": 0.9481428315090615, + "FN": 266, + "FP": 23, + "IoU": 0.9013988399863527, + "TN": 160909, + "TP": 2642, + "n_pred": 2665, + "n_ref": 2908 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 24, + "IoU": 0.0, + "TN": 163816, + "TP": 0, + "n_pred": 24, + "n_ref": 0 + }, + "4": { + "Dice": 0.9239747122710326, + "FN": 289, + "FP": 649, + "IoU": 0.8586923772220548, + "TN": 157202, + "TP": 5700, + "n_pred": 6349, + "n_ref": 5989 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6519553368259512, + "FN": 1697, + "FP": 4880, + "IoU": 0.4836303682185758, + "TN": 151103, + "TP": 6160, + "n_pred": 11040, + "n_ref": 7857 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 4944, + "IoU": 0.0, + "TN": 158896, + "TP": 0, + "n_pred": 4944, + "n_ref": 0 + }, + "8": { + "Dice": 0.9195414443446563, + "FN": 3026, + "FP": 20, + "IoU": 0.8510659104244084, + "TN": 143388, + "TP": 17406, + "n_pred": 17426, + "n_ref": 20432 + }, + "9": { + "Dice": 0.18798191970220687, + "FN": 6053, + "FP": 55, + "IoU": 0.10374174614820249, + "TN": 157025, + "TP": 707, + "n_pred": 762, + "n_ref": 6760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0181.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0181.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1244, + "IoU": 0.0, + "TN": 178980, + "TP": 0, + "n_pred": 1244, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 176, + "FP": 132, + "IoU": 0.0, + "TN": 179916, + "TP": 0, + "n_pred": 132, + "n_ref": 176 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.3119266055045872, + "FN": 1431, + "FP": 144, + "IoU": 0.18478260869565216, + "TN": 178292, + "TP": 357, + "n_pred": 501, + "n_ref": 1788 + }, + "13": { + "Dice": 0.44226339509263896, + "FN": 5433, + "FP": 136, + "IoU": 0.2839141056962839, + "TN": 172447, + "TP": 2208, + "n_pred": 2344, + "n_ref": 7641 + }, + "14": { + "Dice": 0.3084776968783999, + "FN": 6978, + "FP": 1285, + "IoU": 0.18236691074609143, + "TN": 170118, + "TP": 1843, + "n_pred": 3128, + "n_ref": 8821 + }, + "15": { + "Dice": 0.44512514008218157, + "FN": 2272, + "FP": 12582, + "IoU": 0.28627714779934654, + "TN": 159412, + "TP": 5958, + "n_pred": 18540, + "n_ref": 8230 + }, + "2": { + "Dice": 0.906930126002291, + "FN": 515, + "FP": 1435, + "IoU": 0.829709195703432, + "TN": 168773, + "TP": 9501, + "n_pred": 10936, + "n_ref": 10016 + }, + "3": { + "Dice": 0.005319148936170213, + "FN": 1286, + "FP": 210, + "IoU": 0.0026666666666666666, + "TN": 178724, + "TP": 4, + "n_pred": 214, + "n_ref": 1290 + }, + "4": { + "Dice": 0.8173853989813242, + "FN": 2541, + "FP": 148, + "IoU": 0.691168025726427, + "TN": 171517, + "TP": 6018, + "n_pred": 6166, + "n_ref": 8559 + }, + "5": { + "Dice": 0.0, + "FN": 206, + "FP": 0, + "IoU": 0.0, + "TN": 180018, + "TP": 0, + "n_pred": 0, + "n_ref": 206 + }, + "6": { + "Dice": 0.8894439181236184, + "FN": 1405, + "FP": 2446, + "IoU": 0.8008995967324992, + "TN": 160882, + "TP": 15491, + "n_pred": 17937, + "n_ref": 16896 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 2326, + "IoU": 0.0, + "TN": 177898, + "TP": 0, + "n_pred": 2326, + "n_ref": 0 + }, + "8": { + "Dice": 0.9587903943077379, + "FN": 96, + "FP": 43, + "IoU": 0.9208428246013668, + "TN": 178468, + "TP": 1617, + "n_pred": 1660, + "n_ref": 1713 + }, + "9": { + "Dice": 0.14237775647171622, + "FN": 3574, + "FP": 4, + "IoU": 0.07664516129032257, + "TN": 176349, + "TP": 297, + "n_pred": 301, + "n_ref": 3871 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0192.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 192, + "IoU": 0.0, + "TN": 163648, + "TP": 0, + "n_pred": 192, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 16, + "IoU": 0.0, + "TN": 163824, + "TP": 0, + "n_pred": 16, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 222, + "IoU": 0.0, + "TN": 163618, + "TP": 0, + "n_pred": 222, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 1212, + "FP": 13, + "IoU": 0.0, + "TN": 162615, + "TP": 0, + "n_pred": 13, + "n_ref": 1212 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9797044235246483, + "FN": 678, + "FP": 124, + "IoU": 0.9602162805694727, + "TN": 143681, + "TP": 19357, + "n_pred": 19481, + "n_ref": 20035 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 171, + "IoU": 0.0, + "TN": 163669, + "TP": 0, + "n_pred": 171, + "n_ref": 0 + }, + "4": { + "Dice": 0.7931851031767998, + "FN": 1957, + "FP": 4768, + "IoU": 0.6572549819071403, + "TN": 144219, + "TP": 12896, + "n_pred": 17664, + "n_ref": 14853 + }, + "5": { + "Dice": 0.16326530612244897, + "FN": 0, + "FP": 123, + "IoU": 0.08888888888888889, + "TN": 163705, + "TP": 12, + "n_pred": 135, + "n_ref": 12 + }, + "6": { + "Dice": 0.9244294467631649, + "FN": 1449, + "FP": 253, + "IoU": 0.8594782034346103, + "TN": 151728, + "TP": 10410, + "n_pred": 10663, + "n_ref": 11859 + }, + "7": { + "Dice": 0.5823698835747029, + "FN": 7728, + "FP": 2567, + "IoU": 0.4108052423739484, + "TN": 146367, + "TP": 7178, + "n_pred": 9745, + "n_ref": 14906 + }, + "8": { + "Dice": 0.9394594594594594, + "FN": 12, + "FP": 100, + "IoU": 0.8858307849133538, + "TN": 162859, + "TP": 869, + "n_pred": 969, + "n_ref": 881 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0263.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0263.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.7879897473452948, + "FN": 351, + "FP": 228, + "IoU": 0.6501510574018127, + "TN": 162185, + "TP": 1076, + "n_pred": 1304, + "n_ref": 1427 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 163839, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "13": { + "Dice": 0.05970149253731343, + "FN": 0, + "FP": 3843, + "IoU": 0.03076923076923077, + "TN": 159875, + "TP": 122, + "n_pred": 3965, + "n_ref": 122 + }, + "14": { + "Dice": 0.8526824629526903, + "FN": 1859, + "FP": 0, + "IoU": 0.7431965741124464, + "TN": 156601, + "TP": 5380, + "n_pred": 5380, + "n_ref": 7239 + }, + "15": { + "Dice": 0.7677776571490609, + "FN": 1359, + "FP": 780, + "IoU": 0.6230837004405286, + "TN": 158165, + "TP": 3536, + "n_pred": 4316, + "n_ref": 4895 + }, + "2": { + "Dice": 0.281856, + "FN": 11050, + "FP": 171, + "IoU": 0.16404678536839754, + "TN": 150417, + "TP": 2202, + "n_pred": 2373, + "n_ref": 13252 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 8244, + "IoU": 0.0, + "TN": 155596, + "TP": 0, + "n_pred": 8244, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 163835, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "6": { + "Dice": 0.8556493348615887, + "FN": 1728, + "FP": 6584, + "IoU": 0.7477160287734846, + "TN": 130893, + "TP": 24635, + "n_pred": 31219, + "n_ref": 26363 + }, + "7": { + "Dice": 0.0, + "FN": 13683, + "FP": 0, + "IoU": 0.0, + "TN": 150157, + "TP": 0, + "n_pred": 0, + "n_ref": 13683 + }, + "8": { + "Dice": 0.9684304532261666, + "FN": 293, + "FP": 414, + "IoU": 0.9387931780798199, + "TN": 152289, + "TP": 10844, + "n_pred": 11258, + "n_ref": 11137 + }, + "9": { + "Dice": 0.9063711911357341, + "FN": 13, + "FP": 156, + "IoU": 0.828774062816616, + "TN": 162853, + "TP": 818, + "n_pred": 974, + "n_ref": 831 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0264.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0264.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.948801036941024, + "FN": 243, + "FP": 310, + "IoU": 0.9025893958076449, + "TN": 141779, + "TP": 5124, + "n_pred": 5434, + "n_ref": 5367 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1734, + "IoU": 0.0, + "TN": 145722, + "TP": 0, + "n_pred": 1734, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 147448, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 12, + "IoU": 0.0, + "TN": 147444, + "TP": 0, + "n_pred": 12, + "n_ref": 0 + }, + "14": { + "Dice": 0.943173873963847, + "FN": 507, + "FP": 62, + "IoU": 0.8924588924588924, + "TN": 142165, + "TP": 4722, + "n_pred": 4784, + "n_ref": 5229 + }, + "15": { + "Dice": 0.6633165829145728, + "FN": 32, + "FP": 169, + "IoU": 0.49624060150375937, + "TN": 147057, + "TP": 198, + "n_pred": 367, + "n_ref": 230 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.942226301565448, + "FN": 863, + "FP": 270, + "IoU": 0.8907635942923255, + "TN": 137084, + "TP": 9239, + "n_pred": 9509, + "n_ref": 10102 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 225, + "IoU": 0.0, + "TN": 147231, + "TP": 0, + "n_pred": 225, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 4153, + "FP": 0, + "IoU": 0.0, + "TN": 143303, + "TP": 0, + "n_pred": 0, + "n_ref": 4153 + }, + "6": { + "Dice": 0.9680876063354796, + "FN": 126, + "FP": 553, + "IoU": 0.9381490253233741, + "TN": 136478, + "TP": 10299, + "n_pred": 10852, + "n_ref": 10425 + }, + "7": { + "Dice": 0.7750508474576271, + "FN": 180, + "FP": 1479, + "IoU": 0.6327208324108922, + "TN": 142939, + "TP": 2858, + "n_pred": 4337, + "n_ref": 3038 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 24, + "IoU": 0.0, + "TN": 147432, + "TP": 0, + "n_pred": 24, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 147455, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0274.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0274.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9997251488776913, + "FN": 1, + "FP": 8, + "IoU": 0.9994504488001466, + "TN": 147463, + "TP": 16368, + "n_pred": 16376, + "n_ref": 16369 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1035, + "IoU": 0.0, + "TN": 162805, + "TP": 0, + "n_pred": 1035, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8034090318557398, + "FN": 2351, + "FP": 1432, + "IoU": 0.671414922261791, + "TN": 152327, + "TP": 7730, + "n_pred": 9162, + "n_ref": 10081 + }, + "14": { + "Dice": 0.7459049141030764, + "FN": 1263, + "FP": 9, + "IoU": 0.5947754061803122, + "TN": 160701, + "TP": 1867, + "n_pred": 1876, + "n_ref": 3130 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.05699481865284974, + "FN": 133, + "FP": 231, + "IoU": 0.029333333333333333, + "TN": 163465, + "TP": 11, + "n_pred": 242, + "n_ref": 144 + }, + "3": { + "Dice": 0.9336111111111111, + "FN": 471, + "FP": 485, + "IoU": 0.8754884084396979, + "TN": 156162, + "TP": 6722, + "n_pred": 7207, + "n_ref": 7193 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 23, + "IoU": 0.0, + "TN": 163817, + "TP": 0, + "n_pred": 23, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9644129197235837, + "FN": 779, + "FP": 390, + "IoU": 0.931271679698983, + "TN": 146831, + "TP": 15840, + "n_pred": 16230, + "n_ref": 16619 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 366, + "IoU": 0.0, + "TN": 163474, + "TP": 0, + "n_pred": 366, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 270, + "FP": 0, + "IoU": 0.0, + "TN": 163570, + "TP": 0, + "n_pred": 0, + "n_ref": 270 + }, + "9": { + "Dice": 0.8863152918931695, + "FN": 218, + "FP": 744, + "IoU": 0.7958404074702886, + "TN": 159128, + "TP": 3750, + "n_pred": 4494, + "n_ref": 3968 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0279.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0279.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8052544552636414, + "FN": 1184, + "FP": 936, + "IoU": 0.6739966169460249, + "TN": 173721, + "TP": 4383, + "n_pred": 5319, + "n_ref": 5567 + }, + "10": { + "Dice": 0.0, + "FN": 56, + "FP": 0, + "IoU": 0.0, + "TN": 180168, + "TP": 0, + "n_pred": 0, + "n_ref": 56 + }, + "11": { + "Dice": 0.19767441860465115, + "FN": 391, + "FP": 23, + "IoU": 0.10967741935483871, + "TN": 179759, + "TP": 51, + "n_pred": 74, + "n_ref": 442 + }, + "12": { + "Dice": 0.7491039426523297, + "FN": 973, + "FP": 147, + "IoU": 0.5988538681948424, + "TN": 177432, + "TP": 1672, + "n_pred": 1819, + "n_ref": 2645 + }, + "13": { + "Dice": 0.5304078225614118, + "FN": 3801, + "FP": 137, + "IoU": 0.3609217786432976, + "TN": 174062, + "TP": 2224, + "n_pred": 2361, + "n_ref": 6025 + }, + "14": { + "Dice": 0.9523877814427076, + "FN": 1686, + "FP": 306, + "IoU": 0.9091033538672142, + "TN": 158309, + "TP": 19923, + "n_pred": 20229, + "n_ref": 21609 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9535207994422495, + "FN": 131, + "FP": 669, + "IoU": 0.9111703308905175, + "TN": 171218, + "TP": 8206, + "n_pred": 8875, + "n_ref": 8337 + }, + "3": { + "Dice": 0.9452818123686855, + "FN": 410, + "FP": 189, + "IoU": 0.8962411224666551, + "TN": 174451, + "TP": 5174, + "n_pred": 5363, + "n_ref": 5584 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 231, + "IoU": 0.0, + "TN": 179993, + "TP": 0, + "n_pred": 231, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7905299843768778, + "FN": 153, + "FP": 1590, + "IoU": 0.6536168521462639, + "TN": 175192, + "TP": 3289, + "n_pred": 4879, + "n_ref": 3442 + }, + "7": { + "Dice": 0.8727699530516432, + "FN": 928, + "FP": 156, + "IoU": 0.7742607246980425, + "TN": 175422, + "TP": 3718, + "n_pred": 3874, + "n_ref": 4646 + }, + "8": { + "Dice": 0.8817204301075269, + "FN": 23, + "FP": 54, + "IoU": 0.7884615384615384, + "TN": 179860, + "TP": 287, + "n_pred": 341, + "n_ref": 310 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0297.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0297.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 288, + "IoU": 0.0, + "TN": 179936, + "TP": 0, + "n_pred": 288, + "n_ref": 0 + }, + "11": { + "Dice": 0.7596875, + "FN": 1053, + "FP": 485, + "IoU": 0.6124968505920887, + "TN": 176255, + "TP": 2431, + "n_pred": 2916, + "n_ref": 3484 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.045653229723166586, + "FN": 3812, + "FP": 118, + "IoU": 0.023359840954274354, + "TN": 176200, + "TP": 94, + "n_pred": 212, + "n_ref": 3906 + }, + "14": { + "Dice": 0.8743643805035347, + "FN": 2023, + "FP": 3, + "IoU": 0.7767739092111062, + "TN": 171148, + "TP": 7050, + "n_pred": 7053, + "n_ref": 9073 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.7813168261114237, + "FN": 1115, + "FP": 2771, + "IoU": 0.6411156261544145, + "TN": 169396, + "TP": 6942, + "n_pred": 9713, + "n_ref": 8057 + }, + "5": { + "Dice": 0.21768707482993196, + "FN": 115, + "FP": 0, + "IoU": 0.12213740458015267, + "TN": 180093, + "TP": 16, + "n_pred": 16, + "n_ref": 131 + }, + "6": { + "Dice": 0.8598584945869917, + "FN": 711, + "FP": 5865, + "IoU": 0.7541682242990654, + "TN": 153474, + "TP": 20174, + "n_pred": 26039, + "n_ref": 20885 + }, + "7": { + "Dice": 0.2256238205074439, + "FN": 151, + "FP": 3542, + "IoU": 0.1271567005436067, + "TN": 175993, + "TP": 538, + "n_pred": 4080, + "n_ref": 689 + }, + "8": { + "Dice": 0.4035457999155762, + "FN": 27, + "FP": 1386, + "IoU": 0.2527763088313062, + "TN": 178333, + "TP": 478, + "n_pred": 1864, + "n_ref": 505 + }, + "9": { + "Dice": 0.9189088884765263, + "FN": 48, + "FP": 389, + "IoU": 0.8499828355647099, + "TN": 177311, + "TP": 2476, + "n_pred": 2865, + "n_ref": 2524 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0336.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0336.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0008378718056137411, + "FN": 2385, + "FP": 0, + "IoU": 0.00041911148365465214, + "TN": 177838, + "TP": 1, + "n_pred": 1, + "n_ref": 2386 + }, + "10": { + "Dice": 0.9073482428115016, + "FN": 47, + "FP": 127, + "IoU": 0.8304093567251462, + "TN": 179198, + "TP": 852, + "n_pred": 979, + "n_ref": 899 + }, + "11": { + "Dice": 0.0, + "FN": 12, + "FP": 68, + "IoU": 0.0, + "TN": 180144, + "TP": 0, + "n_pred": 68, + "n_ref": 12 + }, + "12": { + "Dice": 0.07891156462585033, + "FN": 796, + "FP": 558, + "IoU": 0.04107648725212465, + "TN": 178812, + "TP": 58, + "n_pred": 616, + "n_ref": 854 + }, + "13": { + "Dice": 0.8145941921072226, + "FN": 249, + "FP": 2988, + "IoU": 0.6871859296482412, + "TN": 169876, + "TP": 7111, + "n_pred": 10099, + "n_ref": 7360 + }, + "14": { + "Dice": 0.0, + "FN": 6398, + "FP": 0, + "IoU": 0.0, + "TN": 173826, + "TP": 0, + "n_pred": 0, + "n_ref": 6398 + }, + "15": { + "Dice": 0.3867403314917127, + "FN": 93, + "FP": 240, + "IoU": 0.23972602739726026, + "TN": 179786, + "TP": 105, + "n_pred": 345, + "n_ref": 198 + }, + "2": { + "Dice": 0.03486750348675035, + "FN": 9, + "FP": 1375, + "IoU": 0.017743080198722498, + "TN": 178815, + "TP": 25, + "n_pred": 1400, + "n_ref": 34 + }, + "3": { + "Dice": 0.5260663507109005, + "FN": 1369, + "FP": 431, + "IoU": 0.35691318327974275, + "TN": 177425, + "TP": 999, + "n_pred": 1430, + "n_ref": 2368 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 76, + "FP": 0, + "IoU": 0.0, + "TN": 180148, + "TP": 0, + "n_pred": 0, + "n_ref": 76 + }, + "6": { + "Dice": 0.8988051470588235, + "FN": 1611, + "FP": 591, + "IoU": 0.8162089975795008, + "TN": 168243, + "TP": 9779, + "n_pred": 10370, + "n_ref": 11390 + }, + "7": { + "Dice": 0.6519881695695038, + "FN": 3127, + "FP": 50, + "IoU": 0.48366650414431983, + "TN": 174071, + "TP": 2976, + "n_pred": 3026, + "n_ref": 6103 + }, + "8": { + "Dice": 0.9851415290113721, + "FN": 176, + "FP": 3, + "IoU": 0.9707181416653035, + "TN": 174111, + "TP": 5934, + "n_pred": 5937, + "n_ref": 6110 + }, + "9": { + "Dice": 0.5268542199488491, + "FN": 130, + "FP": 55, + "IoU": 0.3576388888888889, + "TN": 179936, + "TP": 103, + "n_pred": 158, + "n_ref": 233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0350.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0350.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9778730378869066, + "FN": 242, + "FP": 109, + "IoU": 0.9567040828913285, + "TN": 172117, + "TP": 7756, + "n_pred": 7865, + "n_ref": 7998 + }, + "10": { + "Dice": 0.7574276043625423, + "FN": 498, + "FP": 792, + "IoU": 0.6095641646489104, + "TN": 176920, + "TP": 2014, + "n_pred": 2806, + "n_ref": 2512 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6683581007611453, + "FN": 878, + "FP": 37, + "IoU": 0.5019052803483941, + "TN": 178387, + "TP": 922, + "n_pred": 959, + "n_ref": 1800 + }, + "13": { + "Dice": 0.017900172117039585, + "FN": 1095, + "FP": 1758, + "IoU": 0.009030913511635985, + "TN": 177345, + "TP": 26, + "n_pred": 1784, + "n_ref": 1121 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.9906701149049006, + "FN": 224, + "FP": 61, + "IoU": 0.9815127140633109, + "TN": 164808, + "TP": 15131, + "n_pred": 15192, + "n_ref": 15355 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 5988, + "IoU": 0.0, + "TN": 174236, + "TP": 0, + "n_pred": 5988, + "n_ref": 0 + }, + "3": { + "Dice": 0.7193458068530287, + "FN": 6200, + "FP": 115, + "IoU": 0.5617018323153803, + "TN": 165816, + "TP": 8093, + "n_pred": 8208, + "n_ref": 14293 + }, + "4": { + "Dice": 0.6725117713914597, + "FN": 419, + "FP": 1598, + "IoU": 0.5066046966731899, + "TN": 176136, + "TP": 2071, + "n_pred": 3669, + "n_ref": 2490 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.956978350990327, + "FN": 248, + "FP": 686, + "IoU": 0.9175057410351528, + "TN": 168902, + "TP": 10388, + "n_pred": 11074, + "n_ref": 10636 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 302, + "IoU": 0.0, + "TN": 179922, + "TP": 0, + "n_pred": 302, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 89, + "IoU": 0.0, + "TN": 180135, + "TP": 0, + "n_pred": 89, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 43, + "IoU": 0.0, + "TN": 180181, + "TP": 0, + "n_pred": 43, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0371.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0371.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 138, + "FP": 2, + "IoU": 0.0, + "TN": 163700, + "TP": 0, + "n_pred": 2, + "n_ref": 138 + }, + "10": { + "Dice": 0.4440203562340967, + "FN": 3, + "FP": 871, + "IoU": 0.285363859362224, + "TN": 162617, + "TP": 349, + "n_pred": 1220, + "n_ref": 352 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7995844653987534, + "FN": 1562, + "FP": 946, + "IoU": 0.6660897350552523, + "TN": 156329, + "TP": 5003, + "n_pred": 5949, + "n_ref": 6565 + }, + "14": { + "Dice": 0.8631537084907537, + "FN": 1059, + "FP": 2382, + "IoU": 0.7592527810816484, + "TN": 149547, + "TP": 10852, + "n_pred": 13234, + "n_ref": 11911 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 1368, + "IoU": 0.0, + "TN": 162472, + "TP": 0, + "n_pred": 1368, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 39, + "IoU": 0.0, + "TN": 163801, + "TP": 0, + "n_pred": 39, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.4736371760500447, + "FN": 56, + "FP": 533, + "IoU": 0.31030444964871196, + "TN": 162986, + "TP": 265, + "n_pred": 798, + "n_ref": 321 + }, + "6": { + "Dice": 0.9414864760133302, + "FN": 1328, + "FP": 182, + "IoU": 0.8894420852247766, + "TN": 150182, + "TP": 12148, + "n_pred": 12330, + "n_ref": 13476 + }, + "7": { + "Dice": 0.9030127334776705, + "FN": 1393, + "FP": 1250, + "IoU": 0.8231752191075132, + "TN": 148893, + "TP": 12304, + "n_pred": 13554, + "n_ref": 13697 + }, + "8": { + "Dice": 0.9464240713673706, + "FN": 402, + "FP": 661, + "IoU": 0.8982969766551856, + "TN": 153388, + "TP": 9389, + "n_pred": 10050, + "n_ref": 9791 + }, + "9": { + "Dice": 0.9310485516115871, + "FN": 44, + "FP": 125, + "IoU": 0.8709923664122138, + "TN": 162530, + "TP": 1141, + "n_pred": 1266, + "n_ref": 1185 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0383.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0383.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 494, + "FP": 0, + "IoU": 0.0, + "TN": 163346, + "TP": 0, + "n_pred": 0, + "n_ref": 494 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.587437867148667, + "FN": 756, + "FP": 157, + "IoU": 0.41586692258477287, + "TN": 162277, + "TP": 650, + "n_pred": 807, + "n_ref": 1406 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9169877793680502, + "FN": 311, + "FP": 1197, + "IoU": 0.8467012300498119, + "TN": 154003, + "TP": 8329, + "n_pred": 9526, + "n_ref": 8640 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 58, + "IoU": 0.0, + "TN": 163782, + "TP": 0, + "n_pred": 58, + "n_ref": 0 + }, + "3": { + "Dice": 0.8375, + "FN": 46, + "FP": 6, + "IoU": 0.7204301075268817, + "TN": 163654, + "TP": 134, + "n_pred": 140, + "n_ref": 180 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 29, + "IoU": 0.0, + "TN": 163811, + "TP": 0, + "n_pred": 29, + "n_ref": 0 + }, + "5": { + "Dice": 0.4233606557377049, + "FN": 2666, + "FP": 148, + "IoU": 0.2685209253964128, + "TN": 159993, + "TP": 1033, + "n_pred": 1181, + "n_ref": 3699 + }, + "6": { + "Dice": 0.9236265699288208, + "FN": 2411, + "FP": 368, + "IoU": 0.8580912015523668, + "TN": 144257, + "TP": 16804, + "n_pred": 17172, + "n_ref": 19215 + }, + "7": { + "Dice": 0.4883268482490272, + "FN": 438, + "FP": 88, + "IoU": 0.323037323037323, + "TN": 163063, + "TP": 251, + "n_pred": 339, + "n_ref": 689 + }, + "8": { + "Dice": 0.6288869514675967, + "FN": 1267, + "FP": 10, + "IoU": 0.4586689275116575, + "TN": 161481, + "TP": 1082, + "n_pred": 1092, + "n_ref": 2349 + }, + "9": { + "Dice": 0.7653818953323904, + "FN": 1488, + "FP": 1166, + "IoU": 0.6199341257339253, + "TN": 156857, + "TP": 4329, + "n_pred": 5495, + "n_ref": 5817 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0388.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0388.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 341, + "IoU": 0.0, + "TN": 163499, + "TP": 0, + "n_pred": 341, + "n_ref": 0 + }, + "10": { + "Dice": 0.5323076923076923, + "FN": 500, + "FP": 108, + "IoU": 0.36268343815513626, + "TN": 162886, + "TP": 346, + "n_pred": 454, + "n_ref": 846 + }, + "11": { + "Dice": 0.5282631038026722, + "FN": 386, + "FP": 991, + "IoU": 0.35893854748603354, + "TN": 161692, + "TP": 771, + "n_pred": 1762, + "n_ref": 1157 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 19, + "IoU": 0.0, + "TN": 163821, + "TP": 0, + "n_pred": 19, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 13, + "FP": 0, + "IoU": 0.0, + "TN": 163827, + "TP": 0, + "n_pred": 0, + "n_ref": 13 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 81, + "IoU": 0.0, + "TN": 163759, + "TP": 0, + "n_pred": 81, + "n_ref": 0 + }, + "15": { + "Dice": 0.884461238978587, + "FN": 754, + "FP": 255, + "IoU": 0.7928556764524738, + "TN": 158969, + "TP": 3862, + "n_pred": 4117, + "n_ref": 4616 + }, + "2": { + "Dice": 0.8654660418901372, + "FN": 958, + "FP": 1425, + "IoU": 0.7628383757961783, + "TN": 153792, + "TP": 7665, + "n_pred": 9090, + "n_ref": 8623 + }, + "3": { + "Dice": 0.9378962989611908, + "FN": 1017, + "FP": 364, + "IoU": 0.8830552968075197, + "TN": 152031, + "TP": 10428, + "n_pred": 10792, + "n_ref": 11445 + }, + "4": { + "Dice": 0.5777444735856125, + "FN": 317, + "FP": 810, + "IoU": 0.4062170706006322, + "TN": 161942, + "TP": 771, + "n_pred": 1581, + "n_ref": 1088 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.89673445055309, + "FN": 1123, + "FP": 3554, + "IoU": 0.8128001921229587, + "TN": 138856, + "TP": 20307, + "n_pred": 23861, + "n_ref": 21430 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 235, + "IoU": 0.0, + "TN": 163605, + "TP": 0, + "n_pred": 235, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9162368842255024, + "FN": 435, + "FP": 36, + "IoU": 0.8454217262881523, + "TN": 160793, + "TP": 2576, + "n_pred": 2612, + "n_ref": 3011 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0390.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0390.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 16, + "IoU": 0.0, + "TN": 147440, + "TP": 0, + "n_pred": 16, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 17, + "IoU": 0.0, + "TN": 147439, + "TP": 0, + "n_pred": 17, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 2820, + "IoU": 0.0, + "TN": 144636, + "TP": 0, + "n_pred": 2820, + "n_ref": 0 + }, + "3": { + "Dice": 0.7742128040590956, + "FN": 2865, + "FP": 161, + "IoU": 0.6316045775505235, + "TN": 139242, + "TP": 5188, + "n_pred": 5349, + "n_ref": 8053 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8363546064067544, + "FN": 355, + "FP": 963, + "IoU": 0.7187366623986342, + "TN": 142770, + "TP": 3368, + "n_pred": 4331, + "n_ref": 3723 + }, + "6": { + "Dice": 0.8502720176614366, + "FN": 2128, + "FP": 1670, + "IoU": 0.7395419009738033, + "TN": 132874, + "TP": 10784, + "n_pred": 12454, + "n_ref": 12912 + }, + "7": { + "Dice": 0.746102021174206, + "FN": 1152, + "FP": 167, + "IoU": 0.5950260976358612, + "TN": 144199, + "TP": 1938, + "n_pred": 2105, + "n_ref": 3090 + }, + "8": { + "Dice": 0.974225032648292, + "FN": 226, + "FP": 149, + "IoU": 0.9497453765746449, + "TN": 139994, + "TP": 7087, + "n_pred": 7236, + "n_ref": 7313 + }, + "9": { + "Dice": 0.6410966126268617, + "FN": 1669, + "FP": 1054, + "IoU": 0.47177497575169736, + "TN": 142301, + "TP": 2432, + "n_pred": 3486, + "n_ref": 4101 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0403.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0403.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": 0.5344928114716675, + "FN": 815.6377777777777, + "FP": 800.228888888889, + "IoU": 0.4543157400530096, + "TN": 157811.92444444445, + "TP": 2773.808888888889, + "n_pred": 3574.0377777777776, + "n_ref": 3589.446666666667 + }, + "mean": { + "1": { + "Dice": 0.5558352071080941, + "FN": 1059.5333333333333, + "FP": 334.1, + "IoU": 0.5101768244205795, + "TN": 157300.16666666666, + "TP": 3507.8, + "n_pred": 3841.9, + "n_ref": 4567.333333333333 + }, + "10": { + "Dice": 0.47585850156408876, + "FN": 989.6, + "FP": 1461.4333333333334, + "IoU": 0.3886535017822399, + "TN": 157130.3, + "TP": 2620.266666666667, + "n_pred": 4081.7, + "n_ref": 3609.866666666667 + }, + "11": { + "Dice": 0.5095723593740841, + "FN": 186.96666666666667, + "FP": 136.33333333333334, + "IoU": 0.39685600613143407, + "TN": 161491.5, + "TP": 386.8, + "n_pred": 523.1333333333333, + "n_ref": 573.7666666666667 + }, + "12": { + "Dice": 0.41002910359235534, + "FN": 236.93333333333334, + "FP": 227.06666666666666, + "IoU": 0.3184701346507543, + "TN": 161188.8, + "TP": 548.8, + "n_pred": 775.8666666666667, + "n_ref": 785.7333333333333 + }, + "13": { + "Dice": 0.4258686859078986, + "FN": 689.5333333333333, + "FP": 807.5, + "IoU": 0.33970119588728936, + "TN": 159121.96666666667, + "TP": 1582.6, + "n_pred": 2390.1, + "n_ref": 2272.133333333333 + }, + "14": { + "Dice": 0.7011431944927496, + "FN": 459.8666666666667, + "FP": 716.1333333333333, + "IoU": 0.6422020532311161, + "TN": 156640.93333333332, + "TP": 4384.666666666667, + "n_pred": 5100.8, + "n_ref": 4844.533333333334 + }, + "15": { + "Dice": 0.5663159815248795, + "FN": 432.26666666666665, + "FP": 489.06666666666666, + "IoU": 0.4681171499471941, + "TN": 159567.23333333334, + "TP": 1713.0333333333333, + "n_pred": 2202.1, + "n_ref": 2145.3 + }, + "2": { + "Dice": 0.4988624380236812, + "FN": 1759.1333333333334, + "FP": 814.8333333333334, + "IoU": 0.4077566878692134, + "TN": 157555.33333333334, + "TP": 2072.3, + "n_pred": 2887.133333333333, + "n_ref": 3831.4333333333334 + }, + "3": { + "Dice": 0.4341136734677811, + "FN": 599.0333333333333, + "FP": 2027.3333333333333, + "IoU": 0.38425651000195854, + "TN": 156510.7, + "TP": 3064.5333333333333, + "n_pred": 5091.866666666667, + "n_ref": 3663.5666666666666 + }, + "4": { + "Dice": 0.43346505451811135, + "FN": 199.93333333333334, + "FP": 353.8333333333333, + "IoU": 0.38867200429527154, + "TN": 159939.06666666668, + "TP": 1708.7666666666667, + "n_pred": 2062.6, + "n_ref": 1908.7 + }, + "5": { + "Dice": 0.506094392369132, + "FN": 658.7666666666667, + "FP": 313.6333333333333, + "IoU": 0.40164865027787167, + "TN": 160083.63333333333, + "TP": 1145.5666666666666, + "n_pred": 1459.2, + "n_ref": 1804.3333333333333 + }, + "6": { + "Dice": 0.7078926109363395, + "FN": 1241.4666666666667, + "FP": 2673.266666666667, + "IoU": 0.629560909440809, + "TN": 148128.7, + "TP": 10158.166666666666, + "n_pred": 12831.433333333332, + "n_ref": 11399.633333333333 + }, + "7": { + "Dice": 0.4374617929483003, + "FN": 2781.733333333333, + "FP": 790.6666666666666, + "IoU": 0.33832842640851946, + "TN": 156354.36666666667, + "TP": 2274.8333333333335, + "n_pred": 3065.5, + "n_ref": 5056.566666666667 + }, + "8": { + "Dice": 0.7283247281427537, + "FN": 664.5666666666667, + "FP": 275.4, + "IoU": 0.6636404870447371, + "TN": 156592.26666666666, + "TP": 4669.366666666667, + "n_pred": 4944.766666666666, + "n_ref": 5333.933333333333 + }, + "9": { + "Dice": 0.626554448104764, + "FN": 275.23333333333335, + "FP": 582.8333333333334, + "IoU": 0.5366955594061577, + "TN": 159573.9, + "TP": 1769.6333333333334, + "n_pred": 2352.4666666666667, + "n_ref": 2044.8666666666666 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.8550478404721452, + "FN": 4302, + "FP": 561, + "IoU": 0.746797875663855, + "TN": 144634, + "TP": 14343, + "n_pred": 14904, + "n_ref": 18645 + }, + "10": { + "Dice": 0.7303198775279993, + "FN": 828, + "FP": 2519, + "IoU": 0.5751998984642721, + "TN": 155961, + "TP": 4532, + "n_pred": 7051, + "n_ref": 5360 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 68, + "IoU": 0.0, + "TN": 163772, + "TP": 0, + "n_pred": 68, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.4048064611444893, + "FN": 1460, + "FP": 4583, + "IoU": 0.2537663620647073, + "TN": 155742, + "TP": 2055, + "n_pred": 6638, + "n_ref": 3515 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.8285024154589372, + "FN": 1, + "FP": 141, + "IoU": 0.7072164948453609, + "TN": 163355, + "TP": 343, + "n_pred": 484, + "n_ref": 344 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6871085214857975, + "FN": 198, + "FP": 4098, + "IoU": 0.5233551536669255, + "TN": 154827, + "TP": 4717, + "n_pred": 8815, + "n_ref": 4915 + }, + "7": { + "Dice": 0.7579831932773109, + "FN": 2420, + "FP": 172, + "IoU": 0.6102841677943166, + "TN": 157189, + "TP": 4059, + "n_pred": 4231, + "n_ref": 6479 + }, + "8": { + "Dice": 0.9387152350479941, + "FN": 198, + "FP": 51, + "IoU": 0.884508348794063, + "TN": 161684, + "TP": 1907, + "n_pred": 1958, + "n_ref": 2105 + }, + "9": { + "Dice": 0.765494744472635, + "FN": 437, + "FP": 210, + "IoU": 0.6200822078684675, + "TN": 162137, + "TP": 1056, + "n_pred": 1266, + "n_ref": 1493 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0001.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0001.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.00887160478823601, + "FN": 16311, + "FP": 0, + "IoU": 0.00445556640625, + "TN": 147456, + "TP": 73, + "n_pred": 73, + "n_ref": 16384 + }, + "10": { + "Dice": 0.0, + "FN": 13113, + "FP": 3, + "IoU": 0.0, + "TN": 150724, + "TP": 0, + "n_pred": 3, + "n_ref": 13113 + }, + "11": { + "Dice": 0.0, + "FN": 36, + "FP": 0, + "IoU": 0.0, + "TN": 163804, + "TP": 0, + "n_pred": 0, + "n_ref": 36 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.30612244897959184, + "FN": 104, + "FP": 32, + "IoU": 0.18072289156626506, + "TN": 163674, + "TP": 30, + "n_pred": 62, + "n_ref": 134 + }, + "14": { + "Dice": 0.8911770485360582, + "FN": 2636, + "FP": 133, + "IoU": 0.8037144679946127, + "TN": 149733, + "TP": 11338, + "n_pred": 11471, + "n_ref": 13974 + }, + "15": { + "Dice": 0.054817275747508304, + "FN": 7, + "FP": 1131, + "IoU": 0.028181041844577284, + "TN": 162669, + "TP": 33, + "n_pred": 1164, + "n_ref": 40 + }, + "2": { + "Dice": 0.5187272862122673, + "FN": 6470, + "FP": 19, + "IoU": 0.3501902663729221, + "TN": 153854, + "TP": 3497, + "n_pred": 3516, + "n_ref": 9967 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 6569, + "IoU": 0.0, + "TN": 157271, + "TP": 0, + "n_pred": 6569, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 16311, + "IoU": 0.0, + "TN": 147529, + "TP": 0, + "n_pred": 16311, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.728, + "FN": 589, + "FP": 23, + "IoU": 0.5723270440251572, + "TN": 162409, + "TP": 819, + "n_pred": 842, + "n_ref": 1408 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0021.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0021.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.55, + "FN": 83, + "FP": 97, + "IoU": 0.3793103448275862, + "TN": 147166, + "TP": 110, + "n_pred": 207, + "n_ref": 193 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8211515863689777, + "FN": 1008, + "FP": 514, + "IoU": 0.6965709728867624, + "TN": 142440, + "TP": 3494, + "n_pred": 4008, + "n_ref": 4502 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9585794752026378, + "FN": 0, + "FP": 1206, + "IoU": 0.9204537959237518, + "TN": 132295, + "TP": 13955, + "n_pred": 15161, + "n_ref": 13955 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9196374622356496, + "FN": 75, + "FP": 58, + "IoU": 0.8512304250559284, + "TN": 146562, + "TP": 761, + "n_pred": 819, + "n_ref": 836 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.630995670995671, + "FN": 2060, + "FP": 71, + "IoU": 0.46091576018214014, + "TN": 143503, + "TP": 1822, + "n_pred": 1893, + "n_ref": 3882 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 66, + "IoU": 0.0, + "TN": 147390, + "TP": 0, + "n_pred": 66, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 237, + "FP": 0, + "IoU": 0.0, + "TN": 147219, + "TP": 0, + "n_pred": 0, + "n_ref": 237 + }, + "8": { + "Dice": 0.9389841475250728, + "FN": 1458, + "FP": 428, + "IoU": 0.884985973899256, + "TN": 131058, + "TP": 14512, + "n_pred": 14940, + "n_ref": 15970 + }, + "9": { + "Dice": 0.7873601053324556, + "FN": 217, + "FP": 106, + "IoU": 0.6492942453854506, + "TN": 146535, + "TP": 598, + "n_pred": 704, + "n_ref": 815 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0027.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0027.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9870865468535703, + "FN": 436, + "FP": 289, + "IoU": 0.9745023563339664, + "TN": 151790, + "TP": 27709, + "n_pred": 27998, + "n_ref": 28145 + }, + "10": { + "Dice": 0.11761387674516993, + "FN": 115, + "FP": 6142, + "IoU": 0.06248127060233743, + "TN": 173550, + "TP": 417, + "n_pred": 6559, + "n_ref": 532 + }, + "11": { + "Dice": 0.8029386343993086, + "FN": 608, + "FP": 304, + "IoU": 0.6707581227436823, + "TN": 177454, + "TP": 1858, + "n_pred": 2162, + "n_ref": 2466 + }, + "12": { + "Dice": 0.6875555555555556, + "FN": 723, + "FP": 683, + "IoU": 0.5238740264138164, + "TN": 177271, + "TP": 1547, + "n_pred": 2230, + "n_ref": 2270 + }, + "13": { + "Dice": 0.15540777038851944, + "FN": 1027, + "FP": 1386, + "IoU": 0.0842504743833017, + "TN": 177589, + "TP": 222, + "n_pred": 1608, + "n_ref": 1249 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.9198852772466539, + "FN": 605, + "FP": 233, + "IoU": 0.851655160205346, + "TN": 174575, + "TP": 4811, + "n_pred": 5044, + "n_ref": 5416 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9616004217802642, + "FN": 386, + "FP": 925, + "IoU": 0.9260408439580278, + "TN": 162498, + "TP": 16415, + "n_pred": 17340, + "n_ref": 16801 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 143, + "IoU": 0.0, + "TN": 180081, + "TP": 0, + "n_pred": 143, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6982895189989669, + "FN": 12721, + "FP": 420, + "IoU": 0.5364399604910399, + "TN": 151876, + "TP": 15207, + "n_pred": 15627, + "n_ref": 27928 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 3924, + "IoU": 0.0, + "TN": 176300, + "TP": 0, + "n_pred": 3924, + "n_ref": 0 + }, + "8": { + "Dice": 0.8779527559055118, + "FN": 33, + "FP": 29, + "IoU": 0.7824561403508772, + "TN": 179939, + "TP": 223, + "n_pred": 252, + "n_ref": 256 + }, + "9": { + "Dice": 0.3603192702394527, + "FN": 64, + "FP": 2741, + "IoU": 0.21974965229485396, + "TN": 176629, + "TP": 790, + "n_pred": 3531, + "n_ref": 854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0030.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0030.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 43, + "IoU": 0.0, + "TN": 147413, + "TP": 0, + "n_pred": 43, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 14, + "IoU": 0.0, + "TN": 147442, + "TP": 0, + "n_pred": 14, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 915, + "IoU": 0.0, + "TN": 146541, + "TP": 0, + "n_pred": 915, + "n_ref": 0 + }, + "14": { + "Dice": 0.9494809688581315, + "FN": 126, + "FP": 1261, + "IoU": 0.9038208168642952, + "TN": 133035, + "TP": 13034, + "n_pred": 14295, + "n_ref": 13160 + }, + "15": { + "Dice": 0.0, + "FN": 363, + "FP": 0, + "IoU": 0.0, + "TN": 147093, + "TP": 0, + "n_pred": 0, + "n_ref": 363 + }, + "2": { + "Dice": 0.7165706051873199, + "FN": 7771, + "FP": 97, + "IoU": 0.5583249129897833, + "TN": 129642, + "TP": 9946, + "n_pred": 10043, + "n_ref": 17717 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 7266, + "IoU": 0.0, + "TN": 140190, + "TP": 0, + "n_pred": 7266, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 147454, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "5": { + "Dice": 0.708521039010831, + "FN": 699, + "FP": 2342, + "IoU": 0.5486121419029242, + "TN": 140719, + "TP": 3696, + "n_pred": 6038, + "n_ref": 4395 + }, + "6": { + "Dice": 0.9398083911463495, + "FN": 1040, + "FP": 782, + "IoU": 0.8864514520752835, + "TN": 131410, + "TP": 14224, + "n_pred": 15006, + "n_ref": 15264 + }, + "7": { + "Dice": 0.5394330620263823, + "FN": 3078, + "FP": 204, + "IoU": 0.36933128362797846, + "TN": 142252, + "TP": 1922, + "n_pred": 2126, + "n_ref": 5000 + }, + "8": { + "Dice": 0.0707395498392283, + "FN": 0, + "FP": 289, + "IoU": 0.03666666666666667, + "TN": 147156, + "TP": 11, + "n_pred": 300, + "n_ref": 11 + }, + "9": { + "Dice": 0.7243313201035375, + "FN": 627, + "FP": 1929, + "IoU": 0.5678052079810619, + "TN": 141542, + "TP": 3358, + "n_pred": 5287, + "n_ref": 3985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0048.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0048.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.2445141065830721, + "FN": 229, + "FP": 494, + "IoU": 0.1392857142857143, + "TN": 163000, + "TP": 117, + "n_pred": 611, + "n_ref": 346 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 163837, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "12": { + "Dice": 0.5141831238779174, + "FN": 816, + "FP": 537, + "IoU": 0.3460608989850169, + "TN": 161771, + "TP": 716, + "n_pred": 1253, + "n_ref": 1532 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 132, + "IoU": 0.0, + "TN": 163708, + "TP": 0, + "n_pred": 132, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 393, + "IoU": 0.0, + "TN": 163447, + "TP": 0, + "n_pred": 393, + "n_ref": 0 + }, + "3": { + "Dice": 0.9465265384361161, + "FN": 629, + "FP": 180, + "IoU": 0.8984816162630191, + "TN": 155871, + "TP": 7160, + "n_pred": 7340, + "n_ref": 7789 + }, + "4": { + "Dice": 0.9139924565634081, + "FN": 769, + "FP": 622, + "IoU": 0.8416078342063311, + "TN": 155058, + "TP": 7391, + "n_pred": 8013, + "n_ref": 8160 + }, + "5": { + "Dice": 0.44739756367663347, + "FN": 256, + "FP": 243, + "IoU": 0.28815977175463625, + "TN": 163139, + "TP": 202, + "n_pred": 445, + "n_ref": 458 + }, + "6": { + "Dice": 0.43641890024868746, + "FN": 113, + "FP": 20283, + "IoU": 0.27911497543562014, + "TN": 135547, + "TP": 7897, + "n_pred": 28180, + "n_ref": 8010 + }, + "7": { + "Dice": 0.28467494894486045, + "FN": 23108, + "FP": 10518, + "IoU": 0.16595976883200636, + "TN": 123523, + "TP": 6691, + "n_pred": 17209, + "n_ref": 29799 + }, + "8": { + "Dice": 0.9195448193252146, + "FN": 64, + "FP": 1145, + "IoU": 0.8510716925351072, + "TN": 155722, + "TP": 6909, + "n_pred": 8054, + "n_ref": 6973 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0052.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0052.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.37254901960784315, + "FN": 192, + "FP": 0, + "IoU": 0.2289156626506024, + "TN": 179975, + "TP": 57, + "n_pred": 57, + "n_ref": 249 + }, + "10": { + "Dice": 0.5676080563724131, + "FN": 744, + "FP": 7049, + "IoU": 0.3962658816237992, + "TN": 167316, + "TP": 5115, + "n_pred": 12164, + "n_ref": 5859 + }, + "11": { + "Dice": 0.5842035593469628, + "FN": 2027, + "FP": 800, + "IoU": 0.4126324537710368, + "TN": 175411, + "TP": 1986, + "n_pred": 2786, + "n_ref": 4013 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 18, + "IoU": 0.0, + "TN": 180206, + "TP": 0, + "n_pred": 18, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 331, + "FP": 441, + "IoU": 0.0, + "TN": 179452, + "TP": 0, + "n_pred": 441, + "n_ref": 331 + }, + "14": { + "Dice": 0.7628970603159568, + "FN": 1223, + "FP": 5786, + "IoU": 0.6166803390757452, + "TN": 161939, + "TP": 11276, + "n_pred": 17062, + "n_ref": 12499 + }, + "15": { + "Dice": 0.29583333333333334, + "FN": 357, + "FP": 319, + "IoU": 0.17359413202933985, + "TN": 179406, + "TP": 142, + "n_pred": 461, + "n_ref": 499 + }, + "2": { + "Dice": 0.9506393861892584, + "FN": 215, + "FP": 171, + "IoU": 0.9059224957348282, + "TN": 176121, + "TP": 3717, + "n_pred": 3888, + "n_ref": 3932 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8528127183787562, + "FN": 1885, + "FP": 1485, + "IoU": 0.743394502398538, + "TN": 167091, + "TP": 9763, + "n_pred": 11248, + "n_ref": 11648 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1701, + "IoU": 0.0, + "TN": 178523, + "TP": 0, + "n_pred": 1701, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 306, + "IoU": 0.0, + "TN": 179918, + "TP": 0, + "n_pred": 306, + "n_ref": 0 + }, + "9": { + "Dice": 0.6686871469899435, + "FN": 214, + "FP": 2191, + "IoU": 0.5022764900662252, + "TN": 175392, + "TP": 2427, + "n_pred": 4618, + "n_ref": 2641 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0067.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0067.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.7822922181048174, + "FN": 2716, + "FP": 574, + "IoU": 0.6424301706336267, + "TN": 154639, + "TP": 5911, + "n_pred": 6485, + "n_ref": 8627 + }, + "15": { + "Dice": 0.8316666666666667, + "FN": 191, + "FP": 11, + "IoU": 0.7118402282453637, + "TN": 163139, + "TP": 499, + "n_pred": 510, + "n_ref": 690 + }, + "2": { + "Dice": 0.0019398642095053346, + "FN": 6173, + "FP": 1, + "IoU": 0.000970873786407767, + "TN": 157660, + "TP": 6, + "n_pred": 7, + "n_ref": 6179 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 5965, + "IoU": 0.0, + "TN": 157875, + "TP": 0, + "n_pred": 5965, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.845751792877112, + "FN": 287, + "FP": 982, + "IoU": 0.7327295703454086, + "TN": 159092, + "TP": 3479, + "n_pred": 4461, + "n_ref": 3766 + }, + "6": { + "Dice": 0.8102893890675241, + "FN": 173, + "FP": 2895, + "IoU": 0.6810810810810811, + "TN": 154220, + "TP": 6552, + "n_pred": 9447, + "n_ref": 6725 + }, + "7": { + "Dice": 0.5828779599271403, + "FN": 789, + "FP": 127, + "IoU": 0.41131105398457585, + "TN": 162284, + "TP": 640, + "n_pred": 767, + "n_ref": 1429 + }, + "8": { + "Dice": 0.9537566832379701, + "FN": 429, + "FP": 64, + "IoU": 0.911601219293527, + "TN": 158263, + "TP": 5084, + "n_pred": 5148, + "n_ref": 5513 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0081.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0081.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8103475471896524, + "FN": 2773, + "FP": 4441, + "IoU": 0.6811632635021656, + "TN": 141214, + "TP": 15412, + "n_pred": 19853, + "n_ref": 18185 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 476, + "IoU": 0.0, + "TN": 163364, + "TP": 0, + "n_pred": 476, + "n_ref": 0 + }, + "13": { + "Dice": 0.32216942867076137, + "FN": 5793, + "FP": 56, + "IoU": 0.19201547175024175, + "TN": 156601, + "TP": 1390, + "n_pred": 1446, + "n_ref": 7183 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.5243324720068906, + "FN": 4154, + "FP": 264, + "IoU": 0.35531883846490586, + "TN": 156987, + "TP": 2435, + "n_pred": 2699, + "n_ref": 6589 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3528, + "IoU": 0.0, + "TN": 160312, + "TP": 0, + "n_pred": 3528, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 38, + "IoU": 0.0, + "TN": 163802, + "TP": 0, + "n_pred": 38, + "n_ref": 0 + }, + "6": { + "Dice": 0.90004260758415, + "FN": 468, + "FP": 705, + "IoU": 0.8182522466687325, + "TN": 157386, + "TP": 5281, + "n_pred": 5986, + "n_ref": 5749 + }, + "7": { + "Dice": 0.043010752688172046, + "FN": 393, + "FP": 675, + "IoU": 0.02197802197802198, + "TN": 162748, + "TP": 24, + "n_pred": 699, + "n_ref": 417 + }, + "8": { + "Dice": 0.9072176012878991, + "FN": 1256, + "FP": 473, + "IoU": 0.830190532311923, + "TN": 153658, + "TP": 8453, + "n_pred": 8926, + "n_ref": 9709 + }, + "9": { + "Dice": 0.6386965376782078, + "FN": 815, + "FP": 72, + "IoU": 0.46918013165769, + "TN": 162169, + "TP": 784, + "n_pred": 856, + "n_ref": 1599 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0102.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0102.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9688216892596455, + "FN": 23, + "FP": 575, + "IoU": 0.9395287693396703, + "TN": 153951, + "TP": 9291, + "n_pred": 9866, + "n_ref": 9314 + }, + "10": { + "Dice": 0.006780660377358491, + "FN": 44, + "FP": 6694, + "IoU": 0.0034018636296405855, + "TN": 157079, + "TP": 23, + "n_pred": 6717, + "n_ref": 67 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 212, + "IoU": 0.0, + "TN": 163628, + "TP": 0, + "n_pred": 212, + "n_ref": 0 + }, + "14": { + "Dice": 0.9567805953693495, + "FN": 643, + "FP": 533, + "IoU": 0.91714225322342, + "TN": 149647, + "TP": 13017, + "n_pred": 13550, + "n_ref": 13660 + }, + "15": { + "Dice": 0.8541886069889899, + "FN": 1002, + "FP": 521, + "IoU": 0.7454879679144385, + "TN": 157856, + "TP": 4461, + "n_pred": 4982, + "n_ref": 5463 + }, + "2": { + "Dice": 0.33681792073520966, + "FN": 2274, + "FP": 3499, + "IoU": 0.20251415941428375, + "TN": 156601, + "TP": 1466, + "n_pred": 4965, + "n_ref": 3740 + }, + "3": { + "Dice": 0.349291975724882, + "FN": 143, + "FP": 1787, + "IoU": 0.21160130718954248, + "TN": 161392, + "TP": 518, + "n_pred": 2305, + "n_ref": 661 + }, + "4": { + "Dice": 0.6254851228978008, + "FN": 933, + "FP": 225, + "IoU": 0.45505882352941174, + "TN": 161715, + "TP": 967, + "n_pred": 1192, + "n_ref": 1900 + }, + "5": { + "Dice": 0.6062870960650693, + "FN": 244, + "FP": 1547, + "IoU": 0.43501577287066245, + "TN": 160670, + "TP": 1379, + "n_pred": 2926, + "n_ref": 1623 + }, + "6": { + "Dice": 0.9108009192271682, + "FN": 261, + "FP": 1835, + "IoU": 0.8362116120965851, + "TN": 151043, + "TP": 10701, + "n_pred": 12536, + "n_ref": 10962 + }, + "7": { + "Dice": 0.6261289645032556, + "FN": 14220, + "FP": 20, + "IoU": 0.45574071242929215, + "TN": 137676, + "TP": 11924, + "n_pred": 11944, + "n_ref": 26144 + }, + "8": { + "Dice": 0.8527284681130834, + "FN": 1555, + "FP": 685, + "IoU": 0.7432664756446992, + "TN": 155115, + "TP": 6485, + "n_pred": 7170, + "n_ref": 8040 + }, + "9": { + "Dice": 0.0, + "FN": 6, + "FP": 90, + "IoU": 0.0, + "TN": 163744, + "TP": 0, + "n_pred": 90, + "n_ref": 6 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0103.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0103.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 3568, + "IoU": 0.0, + "TN": 176656, + "TP": 0, + "n_pred": 3568, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 198, + "IoU": 0.0, + "TN": 180026, + "TP": 0, + "n_pred": 198, + "n_ref": 0 + }, + "11": { + "Dice": 0.7395326192794547, + "FN": 573, + "FP": 497, + "IoU": 0.5867130166087292, + "TN": 177635, + "TP": 1519, + "n_pred": 2016, + "n_ref": 2092 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.766260162601626, + "FN": 1810, + "FP": 30, + "IoU": 0.6210873146622735, + "TN": 175368, + "TP": 3016, + "n_pred": 3046, + "n_ref": 4826 + }, + "14": { + "Dice": 0.925541277944024, + "FN": 1146, + "FP": 546, + "IoU": 0.8614023591087812, + "TN": 168016, + "TP": 10516, + "n_pred": 11062, + "n_ref": 11662 + }, + "15": { + "Dice": 0.5606130268199234, + "FN": 2811, + "FP": 56, + "IoU": 0.3894804088586031, + "TN": 175528, + "TP": 1829, + "n_pred": 1885, + "n_ref": 4640 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 180221, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 191, + "IoU": 0.0, + "TN": 180033, + "TP": 0, + "n_pred": 191, + "n_ref": 0 + }, + "4": { + "Dice": 0.8861487349859443, + "FN": 663, + "FP": 1119, + "IoU": 0.7955718710565561, + "TN": 171507, + "TP": 6935, + "n_pred": 8054, + "n_ref": 7598 + }, + "5": { + "Dice": 0.0, + "FN": 977, + "FP": 0, + "IoU": 0.0, + "TN": 179247, + "TP": 0, + "n_pred": 0, + "n_ref": 977 + }, + "6": { + "Dice": 0.9589638681533064, + "FN": 679, + "FP": 2350, + "IoU": 0.9211629057026105, + "TN": 141803, + "TP": 35392, + "n_pred": 37742, + "n_ref": 36071 + }, + "7": { + "Dice": 0.0, + "FN": 60, + "FP": 268, + "IoU": 0.0, + "TN": 179896, + "TP": 0, + "n_pred": 268, + "n_ref": 60 + }, + "8": { + "Dice": 0.6798982188295165, + "FN": 3934, + "FP": 469, + "IoU": 0.5150346954510409, + "TN": 171145, + "TP": 4676, + "n_pred": 5145, + "n_ref": 8610 + }, + "9": { + "Dice": 0.06285714285714286, + "FN": 242, + "FP": 86, + "IoU": 0.032448377581120944, + "TN": 179885, + "TP": 11, + "n_pred": 97, + "n_ref": 253 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0118.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0118.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.90276008492569, + "FN": 311, + "FP": 376, + "IoU": 0.8227554179566563, + "TN": 159964, + "TP": 3189, + "n_pred": 3565, + "n_ref": 3500 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.7857026542908321, + "FN": 0, + "FP": 2632, + "IoU": 0.6470430468016629, + "TN": 156383, + "TP": 4825, + "n_pred": 7457, + "n_ref": 4825 + }, + "15": { + "Dice": 0.8901410525540456, + "FN": 1131, + "FP": 1852, + "IoU": 0.8020307937350677, + "TN": 148772, + "TP": 12085, + "n_pred": 13937, + "n_ref": 13216 + }, + "2": { + "Dice": 0.9561529844775164, + "FN": 531, + "FP": 17, + "IoU": 0.9159895753487659, + "TN": 157317, + "TP": 5975, + "n_pred": 5992, + "n_ref": 6506 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 305, + "IoU": 0.0, + "TN": 163535, + "TP": 0, + "n_pred": 305, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8298991047321301, + "FN": 2300, + "FP": 94, + "IoU": 0.7092543113917902, + "TN": 155606, + "TP": 5840, + "n_pred": 5934, + "n_ref": 8140 + }, + "7": { + "Dice": 0.9046370322993285, + "FN": 828, + "FP": 663, + "IoU": 0.8258787808011211, + "TN": 155277, + "TP": 7072, + "n_pred": 7735, + "n_ref": 7900 + }, + "8": { + "Dice": 0.9824948920426307, + "FN": 260, + "FP": 57, + "IoU": 0.9655920981222186, + "TN": 154627, + "TP": 8896, + "n_pred": 8953, + "n_ref": 9156 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0124.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0124.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9226638650557404, + "FN": 696, + "FP": 629, + "IoU": 0.856430815906382, + "TN": 170995, + "TP": 7904, + "n_pred": 8533, + "n_ref": 8600 + }, + "11": { + "Dice": 0.6346863468634686, + "FN": 53, + "FP": 739, + "IoU": 0.4648648648648649, + "TN": 178744, + "TP": 688, + "n_pred": 1427, + "n_ref": 741 + }, + "12": { + "Dice": 0.575197889182058, + "FN": 711, + "FP": 1543, + "IoU": 0.40370370370370373, + "TN": 176444, + "TP": 1526, + "n_pred": 3069, + "n_ref": 2237 + }, + "13": { + "Dice": 0.872271624898949, + "FN": 497, + "FP": 135, + "IoU": 0.7734767025089606, + "TN": 177434, + "TP": 2158, + "n_pred": 2293, + "n_ref": 2655 + }, + "14": { + "Dice": 0.9723727832447508, + "FN": 224, + "FP": 301, + "IoU": 0.9462310528471938, + "TN": 170460, + "TP": 9239, + "n_pred": 9540, + "n_ref": 9463 + }, + "15": { + "Dice": 0.7520361990950226, + "FN": 178, + "FP": 1466, + "IoU": 0.602610587382161, + "TN": 176087, + "TP": 2493, + "n_pred": 3959, + "n_ref": 2671 + }, + "2": { + "Dice": 0.09053417124901807, + "FN": 149, + "FP": 9113, + "IoU": 0.047413349789159724, + "TN": 170501, + "TP": 461, + "n_pred": 9574, + "n_ref": 610 + }, + "3": { + "Dice": 0.1351231220552938, + "FN": 9678, + "FP": 51, + "IoU": 0.0724568595671656, + "TN": 169735, + "TP": 760, + "n_pred": 811, + "n_ref": 10438 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 754, + "IoU": 0.0, + "TN": 179470, + "TP": 0, + "n_pred": 754, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8625097158649279, + "FN": 1129, + "FP": 8423, + "IoU": 0.7582567762508542, + "TN": 140711, + "TP": 29961, + "n_pred": 38384, + "n_ref": 31090 + }, + "7": { + "Dice": 0.3297609233305853, + "FN": 0, + "FP": 813, + "IoU": 0.19743336623889438, + "TN": 179211, + "TP": 200, + "n_pred": 1013, + "n_ref": 200 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 180220, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "9": { + "Dice": 0.9595613433858807, + "FN": 54, + "FP": 123, + "IoU": 0.922266139657444, + "TN": 177947, + "TP": 2100, + "n_pred": 2223, + "n_ref": 2154 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0147.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0147.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.49419279907084784, + "FN": 8705, + "FP": 5, + "IoU": 0.32819128422676436, + "TN": 167259, + "TP": 4255, + "n_pred": 4260, + "n_ref": 12960 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 116, + "IoU": 0.0, + "TN": 180108, + "TP": 0, + "n_pred": 116, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6994566771518445, + "FN": 794, + "FP": 257, + "IoU": 0.5378188214599824, + "TN": 177950, + "TP": 1223, + "n_pred": 1480, + "n_ref": 2017 + }, + "14": { + "Dice": 0.0, + "FN": 1345, + "FP": 3576, + "IoU": 0.0, + "TN": 175303, + "TP": 0, + "n_pred": 3576, + "n_ref": 1345 + }, + "15": { + "Dice": 0.6061148931088021, + "FN": 2171, + "FP": 4425, + "IoU": 0.43483848856139146, + "TN": 168553, + "TP": 5075, + "n_pred": 9500, + "n_ref": 7246 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9431652871833459, + "FN": 482, + "FP": 651, + "IoU": 0.8924435162331498, + "TN": 169690, + "TP": 9401, + "n_pred": 10052, + "n_ref": 9883 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6972049689440993, + "FN": 1542, + "FP": 2748, + "IoU": 0.5351609058402861, + "TN": 170995, + "TP": 4939, + "n_pred": 7687, + "n_ref": 6481 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 5453, + "IoU": 0.0, + "TN": 174771, + "TP": 0, + "n_pred": 5453, + "n_ref": 0 + }, + "7": { + "Dice": 0.5723962743437765, + "FN": 2411, + "FP": 114, + "IoU": 0.40094899169632264, + "TN": 176009, + "TP": 1690, + "n_pred": 1804, + "n_ref": 4101 + }, + "8": { + "Dice": 0.9600477042337507, + "FN": 355, + "FP": 583, + "IoU": 0.9231651376146789, + "TN": 168016, + "TP": 11270, + "n_pred": 11853, + "n_ref": 11625 + }, + "9": { + "Dice": 0.7658649666763258, + "FN": 0, + "FP": 1616, + "IoU": 0.6205682084996478, + "TN": 175965, + "TP": 2643, + "n_pred": 4259, + "n_ref": 2643 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0171.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0171.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7598856598380181, + "FN": 4029, + "FP": 3, + "IoU": 0.612754514022282, + "TN": 137044, + "TP": 6380, + "n_pred": 6383, + "n_ref": 10409 + }, + "11": { + "Dice": 0.3924050632911392, + "FN": 452, + "FP": 124, + "IoU": 0.2440944881889764, + "TN": 146694, + "TP": 186, + "n_pred": 310, + "n_ref": 638 + }, + "12": { + "Dice": 0.0, + "FN": 16, + "FP": 4, + "IoU": 0.0, + "TN": 147436, + "TP": 0, + "n_pred": 4, + "n_ref": 16 + }, + "13": { + "Dice": 0.572073867410655, + "FN": 2738, + "FP": 483, + "IoU": 0.4006326758466692, + "TN": 142082, + "TP": 2153, + "n_pred": 2636, + "n_ref": 4891 + }, + "14": { + "Dice": 0.9622100599426635, + "FN": 685, + "FP": 185, + "IoU": 0.9271722752385736, + "TN": 135510, + "TP": 11076, + "n_pred": 11261, + "n_ref": 11761 + }, + "15": { + "Dice": 0.5872340425531914, + "FN": 93, + "FP": 4, + "IoU": 0.41566265060240964, + "TN": 147290, + "TP": 69, + "n_pred": 73, + "n_ref": 162 + }, + "2": { + "Dice": 0.9440559440559441, + "FN": 76, + "FP": 36, + "IoU": 0.8940397350993378, + "TN": 146399, + "TP": 945, + "n_pred": 981, + "n_ref": 1021 + }, + "3": { + "Dice": 0.8866621266660181, + "FN": 2301, + "FP": 29, + "IoU": 0.7963998601887452, + "TN": 136012, + "TP": 9114, + "n_pred": 9143, + "n_ref": 11415 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 3677, + "IoU": 0.0, + "TN": 143779, + "TP": 0, + "n_pred": 3677, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 4919, + "FP": 0, + "IoU": 0.0, + "TN": 142537, + "TP": 0, + "n_pred": 0, + "n_ref": 4919 + }, + "6": { + "Dice": 0.8714970397519031, + "FN": 1921, + "FP": 358, + "IoU": 0.772259418407115, + "TN": 137449, + "TP": 7728, + "n_pred": 8086, + "n_ref": 9649 + }, + "7": { + "Dice": 0.6767756187053053, + "FN": 7856, + "FP": 777, + "IoU": 0.5114594533416332, + "TN": 129785, + "TP": 9038, + "n_pred": 9815, + "n_ref": 16894 + }, + "8": { + "Dice": 0.8794765840220385, + "FN": 0, + "FP": 350, + "IoU": 0.784880147510756, + "TN": 145829, + "TP": 1277, + "n_pred": 1627, + "n_ref": 1277 + }, + "9": { + "Dice": 0.9511370417025791, + "FN": 284, + "FP": 453, + "IoU": 0.906826801517067, + "TN": 139546, + "TP": 7173, + "n_pred": 7626, + "n_ref": 7457 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0172.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0172.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.622895622895623, + "FN": 8, + "FP": 216, + "IoU": 0.45232273838630804, + "TN": 147047, + "TP": 185, + "n_pred": 401, + "n_ref": 193 + }, + "11": { + "Dice": 0.5804772234273319, + "FN": 749, + "FP": 218, + "IoU": 0.4089242053789731, + "TN": 145820, + "TP": 669, + "n_pred": 887, + "n_ref": 1418 + }, + "12": { + "Dice": 0.6432264736297828, + "FN": 329, + "FP": 16, + "IoU": 0.4740853658536585, + "TN": 146800, + "TP": 311, + "n_pred": 327, + "n_ref": 640 + }, + "13": { + "Dice": 0.7605432451751251, + "FN": 307, + "FP": 28, + "IoU": 0.6136101499423299, + "TN": 146589, + "TP": 532, + "n_pred": 560, + "n_ref": 839 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.6428446923479171, + "FN": 10, + "FP": 2039, + "IoU": 0.4736706909838171, + "TN": 143563, + "TP": 1844, + "n_pred": 3883, + "n_ref": 1854 + }, + "3": { + "Dice": 0.86940880201463, + "FN": 2109, + "FP": 69, + "IoU": 0.7689859991514637, + "TN": 138028, + "TP": 7250, + "n_pred": 7319, + "n_ref": 9359 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9260077886538259, + "FN": 589, + "FP": 114, + "IoU": 0.8622108976871815, + "TN": 142354, + "TP": 4399, + "n_pred": 4513, + "n_ref": 4988 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 12, + "IoU": 0.0, + "TN": 147444, + "TP": 0, + "n_pred": 12, + "n_ref": 0 + }, + "9": { + "Dice": 0.908098271155596, + "FN": 21, + "FP": 585, + "IoU": 0.8316666666666667, + "TN": 143856, + "TP": 2994, + "n_pred": 3579, + "n_ref": 3015 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0184.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0184.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8477011494252874, + "FN": 4, + "FP": 208, + "IoU": 0.7356608478802993, + "TN": 163038, + "TP": 590, + "n_pred": 798, + "n_ref": 594 + }, + "10": { + "Dice": 0.678791815524521, + "FN": 1963, + "FP": 2982, + "IoU": 0.5137659783677483, + "TN": 153670, + "TP": 5225, + "n_pred": 8207, + "n_ref": 7188 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 24, + "FP": 0, + "IoU": 0.0, + "TN": 163816, + "TP": 0, + "n_pred": 0, + "n_ref": 24 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 556, + "IoU": 0.0, + "TN": 163284, + "TP": 0, + "n_pred": 556, + "n_ref": 0 + }, + "14": { + "Dice": 0.03225806451612903, + "FN": 182, + "FP": 3298, + "IoU": 0.01639344262295082, + "TN": 160302, + "TP": 58, + "n_pred": 3356, + "n_ref": 240 + }, + "15": { + "Dice": 0.8529625951671632, + "FN": 134, + "FP": 2087, + "IoU": 0.7436223017430451, + "TN": 155177, + "TP": 6442, + "n_pred": 8529, + "n_ref": 6576 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 6389, + "IoU": 0.0, + "TN": 157451, + "TP": 0, + "n_pred": 6389, + "n_ref": 0 + }, + "3": { + "Dice": 0.9764176142868045, + "FN": 223, + "FP": 86, + "IoU": 0.9539218610199821, + "TN": 157134, + "TP": 6397, + "n_pred": 6483, + "n_ref": 6620 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 684, + "IoU": 0.0, + "TN": 163156, + "TP": 0, + "n_pred": 684, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9710544160027124, + "FN": 686, + "FP": 680, + "IoU": 0.9437373862185428, + "TN": 139561, + "TP": 22913, + "n_pred": 23593, + "n_ref": 23599 + }, + "7": { + "Dice": 0.7288838305828794, + "FN": 2666, + "FP": 669, + "IoU": 0.5734203121002814, + "TN": 156022, + "TP": 4483, + "n_pred": 5152, + "n_ref": 7149 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0186.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0186.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 524, + "IoU": 0.0, + "TN": 146932, + "TP": 0, + "n_pred": 524, + "n_ref": 0 + }, + "10": { + "Dice": 0.5926800472255017, + "FN": 53, + "FP": 1672, + "IoU": 0.4211409395973154, + "TN": 144476, + "TP": 1255, + "n_pred": 2927, + "n_ref": 1308 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7692307692307693, + "FN": 1148, + "FP": 2233, + "IoU": 0.625, + "TN": 138440, + "TP": 5635, + "n_pred": 7868, + "n_ref": 6783 + }, + "14": { + "Dice": 0.9446494464944649, + "FN": 146, + "FP": 604, + "IoU": 0.8951048951048951, + "TN": 140306, + "TP": 6400, + "n_pred": 7004, + "n_ref": 6546 + }, + "15": { + "Dice": 0.8747883030371457, + "FN": 421, + "FP": 688, + "IoU": 0.7774433072446317, + "TN": 142473, + "TP": 3874, + "n_pred": 4562, + "n_ref": 4295 + }, + "2": { + "Dice": 0.8475512458573708, + "FN": 2474, + "FP": 10, + "IoU": 0.735435083608478, + "TN": 138067, + "TP": 6905, + "n_pred": 6915, + "n_ref": 9379 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2115, + "IoU": 0.0, + "TN": 145341, + "TP": 0, + "n_pred": 2115, + "n_ref": 0 + }, + "4": { + "Dice": 0.8259298618490967, + "FN": 490, + "FP": 329, + "IoU": 0.7034757422157857, + "TN": 144694, + "TP": 1943, + "n_pred": 2272, + "n_ref": 2433 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9270767279644896, + "FN": 2801, + "FP": 74, + "IoU": 0.8640661938534279, + "TN": 126306, + "TP": 18275, + "n_pred": 18349, + "n_ref": 21076 + }, + "7": { + "Dice": 0.7312095569935291, + "FN": 628, + "FP": 452, + "IoU": 0.576304433111024, + "TN": 144907, + "TP": 1469, + "n_pred": 1921, + "n_ref": 2097 + }, + "8": { + "Dice": 0.9771553858122922, + "FN": 101, + "FP": 222, + "IoU": 0.955331212833633, + "TN": 140225, + "TP": 6908, + "n_pred": 7130, + "n_ref": 7009 + }, + "9": { + "Dice": 0.936673839532739, + "FN": 100, + "FP": 724, + "IoU": 0.8808904307603354, + "TN": 140538, + "TP": 6094, + "n_pred": 6818, + "n_ref": 6194 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0188.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0188.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.82, + "FN": 26, + "FP": 10, + "IoU": 0.6949152542372882, + "TN": 163722, + "TP": 82, + "n_pred": 92, + "n_ref": 108 + }, + "10": { + "Dice": 0.8859580131889406, + "FN": 904, + "FP": 981, + "IoU": 0.7952644726838275, + "TN": 154633, + "TP": 7322, + "n_pred": 8303, + "n_ref": 8226 + }, + "11": { + "Dice": 0.7697763229678123, + "FN": 581, + "FP": 263, + "IoU": 0.6257206208425721, + "TN": 161585, + "TP": 1411, + "n_pred": 1674, + "n_ref": 1992 + }, + "12": { + "Dice": 0.6351071181755356, + "FN": 596, + "FP": 460, + "IoU": 0.46531645569620256, + "TN": 161865, + "TP": 919, + "n_pred": 1379, + "n_ref": 1515 + }, + "13": { + "Dice": 0.7662844596242986, + "FN": 421, + "FP": 5327, + "IoU": 0.6211192406565157, + "TN": 148669, + "TP": 9423, + "n_pred": 14750, + "n_ref": 9844 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 13, + "IoU": 0.0, + "TN": 163827, + "TP": 0, + "n_pred": 13, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9777381018802656, + "FN": 39, + "FP": 360, + "IoU": 0.9564458028599497, + "TN": 154679, + "TP": 8762, + "n_pred": 9122, + "n_ref": 8801 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8198558847077662, + "FN": 211, + "FP": 239, + "IoU": 0.694708276797829, + "TN": 162366, + "TP": 1024, + "n_pred": 1263, + "n_ref": 1235 + }, + "6": { + "Dice": 0.9210574029082206, + "FN": 1613, + "FP": 564, + "IoU": 0.8536667338845197, + "TN": 148963, + "TP": 12700, + "n_pred": 13264, + "n_ref": 14313 + }, + "7": { + "Dice": 0.4101010101010101, + "FN": 460, + "FP": 124, + "IoU": 0.2579415501905972, + "TN": 163053, + "TP": 203, + "n_pred": 327, + "n_ref": 663 + }, + "8": { + "Dice": 0.9691989286583881, + "FN": 759, + "FP": 253, + "IoU": 0.9402385732845163, + "TN": 146906, + "TP": 15922, + "n_pred": 16175, + "n_ref": 16681 + }, + "9": { + "Dice": 0.7912258565466369, + "FN": 368, + "FP": 1783, + "IoU": 0.6545688132326963, + "TN": 157613, + "TP": 4076, + "n_pred": 5859, + "n_ref": 4444 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0215.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0215.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 220, + "IoU": 0.0, + "TN": 163620, + "TP": 0, + "n_pred": 220, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.8117913832199547, + "FN": 359, + "FP": 222, + "IoU": 0.683206106870229, + "TN": 162006, + "TP": 1253, + "n_pred": 1475, + "n_ref": 1612 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.2907996103781103, + "FN": 7946, + "FP": 63, + "IoU": 0.17013780955341415, + "TN": 154189, + "TP": 1642, + "n_pred": 1705, + "n_ref": 9588 + }, + "3": { + "Dice": 0.5867760328098429, + "FN": 101, + "FP": 8161, + "IoU": 0.41520385050962627, + "TN": 149712, + "TP": 5866, + "n_pred": 14027, + "n_ref": 5967 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8375598329768815, + "FN": 900, + "FP": 695, + "IoU": 0.7205186612931488, + "TN": 158133, + "TP": 4112, + "n_pred": 4807, + "n_ref": 5012 + }, + "6": { + "Dice": 0.8198634776718253, + "FN": 155, + "FP": 3302, + "IoU": 0.6947191805015895, + "TN": 152516, + "TP": 7867, + "n_pred": 11169, + "n_ref": 8022 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.600926538716082, + "FN": 601, + "FP": 2, + "IoU": 0.4295175023651845, + "TN": 162783, + "TP": 454, + "n_pred": 456, + "n_ref": 1055 + }, + "9": { + "Dice": 0.9452651716441705, + "FN": 138, + "FP": 377, + "IoU": 0.89621120515921, + "TN": 158878, + "TP": 4447, + "n_pred": 4824, + "n_ref": 4585 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0224.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0224.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2476, + "IoU": 0.0, + "TN": 161364, + "TP": 0, + "n_pred": 2476, + "n_ref": 0 + }, + "10": { + "Dice": 0.8267800212539851, + "FN": 489, + "FP": 1630, + "IoU": 0.7047101449275363, + "TN": 156664, + "TP": 5057, + "n_pred": 6687, + "n_ref": 5546 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.743756786102063, + "FN": 326, + "FP": 1090, + "IoU": 0.592048401037165, + "TN": 160369, + "TP": 2055, + "n_pred": 3145, + "n_ref": 2381 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.6339052050014539, + "FN": 3708, + "FP": 69, + "IoU": 0.46402724563644104, + "TN": 156793, + "TP": 3270, + "n_pred": 3339, + "n_ref": 6978 + }, + "3": { + "Dice": 0.35711979334840166, + "FN": 103, + "FP": 3879, + "IoU": 0.21737421383647798, + "TN": 158752, + "TP": 1106, + "n_pred": 4985, + "n_ref": 1209 + }, + "4": { + "Dice": 0.942475217783118, + "FN": 401, + "FP": 365, + "IoU": 0.8912086351370544, + "TN": 156799, + "TP": 6275, + "n_pred": 6640, + "n_ref": 6676 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 86, + "IoU": 0.0, + "TN": 163754, + "TP": 0, + "n_pred": 86, + "n_ref": 0 + }, + "6": { + "Dice": 0.762788557404709, + "FN": 2698, + "FP": 395, + "IoU": 0.6165385569055294, + "TN": 155774, + "TP": 4973, + "n_pred": 5368, + "n_ref": 7671 + }, + "7": { + "Dice": 0.852947259565667, + "FN": 1348, + "FP": 74, + "IoU": 0.7435989902632528, + "TN": 158294, + "TP": 4124, + "n_pred": 4198, + "n_ref": 5472 + }, + "8": { + "Dice": 0.97625477232517, + "FN": 525, + "FP": 240, + "IoU": 0.9536110605784973, + "TN": 147349, + "TP": 15726, + "n_pred": 15966, + "n_ref": 16251 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0239.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0239.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1379, + "IoU": 0.0, + "TN": 178845, + "TP": 0, + "n_pred": 1379, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6990053807272134, + "FN": 2011, + "FP": 1681, + "IoU": 0.5372853741070309, + "TN": 172245, + "TP": 4287, + "n_pred": 5968, + "n_ref": 6298 + }, + "14": { + "Dice": 0.9340287454711949, + "FN": 1546, + "FP": 111, + "IoU": 0.8762232016135056, + "TN": 166837, + "TP": 11730, + "n_pred": 11841, + "n_ref": 13276 + }, + "15": { + "Dice": 0.6775309744391115, + "FN": 2856, + "FP": 33, + "IoU": 0.512322754895341, + "TN": 174300, + "TP": 3035, + "n_pred": 3068, + "n_ref": 5891 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 223, + "IoU": 0.0, + "TN": 180001, + "TP": 0, + "n_pred": 223, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0670926517571885, + "FN": 1, + "FP": 583, + "IoU": 0.03471074380165289, + "TN": 179619, + "TP": 21, + "n_pred": 604, + "n_ref": 22 + }, + "7": { + "Dice": 0.8455086386120869, + "FN": 1686, + "FP": 469, + "IoU": 0.7323646299056135, + "TN": 172172, + "TP": 5897, + "n_pred": 6366, + "n_ref": 7583 + }, + "8": { + "Dice": 0.8016341352700862, + "FN": 780, + "FP": 94, + "IoU": 0.668939393939394, + "TN": 177584, + "TP": 1766, + "n_pred": 1860, + "n_ref": 2546 + }, + "9": { + "Dice": 0.7706176491302205, + "FN": 2302, + "FP": 955, + "IoU": 0.626833180568286, + "TN": 171496, + "TP": 5471, + "n_pred": 6426, + "n_ref": 7773 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0245.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0245.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9627733333333334, + "FN": 38, + "FP": 311, + "IoU": 0.9282188399835458, + "TN": 142594, + "TP": 4513, + "n_pred": 4824, + "n_ref": 4551 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 36, + "IoU": 0.0, + "TN": 147420, + "TP": 0, + "n_pred": 36, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0644361833952912, + "FN": 755, + "FP": 0, + "IoU": 0.03329065300896287, + "TN": 146675, + "TP": 26, + "n_pred": 26, + "n_ref": 781 + }, + "13": { + "Dice": 0.865732832251452, + "FN": 238, + "FP": 1334, + "IoU": 0.7632530120481927, + "TN": 140816, + "TP": 5068, + "n_pred": 6402, + "n_ref": 5306 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.537377494813649, + "FN": 132, + "FP": 6335, + "IoU": 0.3674068277413675, + "TN": 137233, + "TP": 3756, + "n_pred": 10091, + "n_ref": 3888 + }, + "4": { + "Dice": 0.9223744292237442, + "FN": 405, + "FP": 190, + "IoU": 0.8559322033898306, + "TN": 143326, + "TP": 3535, + "n_pred": 3725, + "n_ref": 3940 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9633115468409587, + "FN": 176, + "FP": 245, + "IoU": 0.9292199058507061, + "TN": 141508, + "TP": 5527, + "n_pred": 5772, + "n_ref": 5703 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 21, + "IoU": 0.0, + "TN": 147435, + "TP": 0, + "n_pred": 21, + "n_ref": 0 + }, + "8": { + "Dice": 0.5030907026617888, + "FN": 6516, + "FP": 1362, + "IoU": 0.3360862969829766, + "TN": 135590, + "TP": 3988, + "n_pred": 5350, + "n_ref": 10504 + }, + "9": { + "Dice": 0.979601908208587, + "FN": 136, + "FP": 112, + "IoU": 0.9600193454779945, + "TN": 141253, + "TP": 5955, + "n_pred": 6067, + "n_ref": 6091 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0248.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0248.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9843670348343245, + "FN": 72, + "FP": 296, + "IoU": 0.9692153254140873, + "TN": 135502, + "TP": 11586, + "n_pred": 11882, + "n_ref": 11658 + }, + "10": { + "Dice": 0.8332743362831858, + "FN": 140, + "FP": 331, + "IoU": 0.7141990291262136, + "TN": 145808, + "TP": 1177, + "n_pred": 1508, + "n_ref": 1317 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6144814090019569, + "FN": 477, + "FP": 902, + "IoU": 0.4435028248587571, + "TN": 144978, + "TP": 1099, + "n_pred": 2001, + "n_ref": 1576 + }, + "13": { + "Dice": 0.8991879883560594, + "FN": 1160, + "FP": 156, + "IoU": 0.8168406402226861, + "TN": 140271, + "TP": 5869, + "n_pred": 6025, + "n_ref": 7029 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.910394265232975, + "FN": 963, + "FP": 262, + "IoU": 0.8355263157894737, + "TN": 140008, + "TP": 6223, + "n_pred": 6485, + "n_ref": 7186 + }, + "3": { + "Dice": 0.041811846689895474, + "FN": 20, + "FP": 255, + "IoU": 0.021352313167259787, + "TN": 147175, + "TP": 6, + "n_pred": 261, + "n_ref": 26 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 147448, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "7": { + "Dice": 0.151965928029134, + "FN": 13739, + "FP": 0, + "IoU": 0.0822311289245157, + "TN": 132486, + "TP": 1231, + "n_pred": 1231, + "n_ref": 14970 + }, + "8": { + "Dice": 0.9770399495170138, + "FN": 322, + "FP": 151, + "IoU": 0.9551105627787796, + "TN": 136919, + "TP": 10064, + "n_pred": 10215, + "n_ref": 10386 + }, + "9": { + "Dice": 0.03950617283950617, + "FN": 0, + "FP": 389, + "IoU": 0.020151133501259445, + "TN": 147059, + "TP": 8, + "n_pred": 397, + "n_ref": 8 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0272.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0272.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9595042974215471, + "FN": 990, + "FP": 23, + "IoU": 0.9221607499615798, + "TN": 150826, + "TP": 12001, + "n_pred": 12024, + "n_ref": 12991 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 15, + "IoU": 0.0, + "TN": 163825, + "TP": 0, + "n_pred": 15, + "n_ref": 0 + }, + "13": { + "Dice": 0.9149081007488087, + "FN": 460, + "FP": 290, + "IoU": 0.8431618569636136, + "TN": 159058, + "TP": 4032, + "n_pred": 4322, + "n_ref": 4492 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 276, + "IoU": 0.0, + "TN": 163564, + "TP": 0, + "n_pred": 276, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 870, + "IoU": 0.0, + "TN": 162970, + "TP": 0, + "n_pred": 870, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3127, + "IoU": 0.0, + "TN": 160713, + "TP": 0, + "n_pred": 3127, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8392731741573034, + "FN": 3650, + "FP": 12, + "IoU": 0.7230583074945172, + "TN": 150617, + "TP": 9561, + "n_pred": 9573, + "n_ref": 13211 + }, + "6": { + "Dice": 0.9734418632285663, + "FN": 0, + "FP": 894, + "IoU": 0.9482579002199328, + "TN": 146562, + "TP": 16384, + "n_pred": 17278, + "n_ref": 16384 + }, + "7": { + "Dice": 0.1419457735247209, + "FN": 11, + "FP": 1065, + "IoU": 0.07639484978540773, + "TN": 162675, + "TP": 89, + "n_pred": 1154, + "n_ref": 100 + }, + "8": { + "Dice": 0.9524416135881104, + "FN": 90, + "FP": 134, + "IoU": 0.9092014592622618, + "TN": 161373, + "TP": 2243, + "n_pred": 2377, + "n_ref": 2333 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 220, + "IoU": 0.0, + "TN": 163620, + "TP": 0, + "n_pred": 220, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0294.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0294.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.07422680412371134, + "FN": 49, + "FP": 1298, + "IoU": 0.03854389721627409, + "TN": 162439, + "TP": 54, + "n_pred": 1352, + "n_ref": 103 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.5103141859727071, + "FN": 6140, + "FP": 32, + "IoU": 0.34256497656582874, + "TN": 154452, + "TP": 3216, + "n_pred": 3248, + "n_ref": 9356 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 6112, + "IoU": 0.0, + "TN": 157728, + "TP": 0, + "n_pred": 6112, + "n_ref": 0 + }, + "4": { + "Dice": 0.8592985083222945, + "FN": 1349, + "FP": 1094, + "IoU": 0.7533070786630314, + "TN": 153937, + "TP": 7460, + "n_pred": 8554, + "n_ref": 8809 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9787196545799004, + "FN": 1030, + "FP": 419, + "IoU": 0.9583261432269198, + "TN": 129070, + "TP": 33321, + "n_pred": 33740, + "n_ref": 34351 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7250969155570538, + "FN": 1621, + "FP": 10, + "IoU": 0.5687466948704389, + "TN": 160058, + "TP": 2151, + "n_pred": 2161, + "n_ref": 3772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0302.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0302.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9777154589613901, + "FN": 70, + "FP": 375, + "IoU": 0.9564024688938964, + "TN": 153633, + "TP": 9762, + "n_pred": 10137, + "n_ref": 9832 + }, + "10": { + "Dice": 0.12513181019332162, + "FN": 267, + "FP": 2222, + "IoU": 0.06674165729283839, + "TN": 161173, + "TP": 178, + "n_pred": 2400, + "n_ref": 445 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8360607831677381, + "FN": 891, + "FP": 231, + "IoU": 0.7183027868440873, + "TN": 159857, + "TP": 2861, + "n_pred": 3092, + "n_ref": 3752 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 468, + "IoU": 0.0, + "TN": 163372, + "TP": 0, + "n_pred": 468, + "n_ref": 0 + }, + "14": { + "Dice": 0.9410696830051669, + "FN": 242, + "FP": 602, + "IoU": 0.8886984043254649, + "TN": 156257, + "TP": 6739, + "n_pred": 7341, + "n_ref": 6981 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 255, + "IoU": 0.0, + "TN": 163585, + "TP": 0, + "n_pred": 255, + "n_ref": 0 + }, + "2": { + "Dice": 0.9587490873691896, + "FN": 186, + "FP": 492, + "IoU": 0.9207666238167582, + "TN": 155283, + "TP": 7879, + "n_pred": 8371, + "n_ref": 8065 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 19, + "IoU": 0.0, + "TN": 163821, + "TP": 0, + "n_pred": 19, + "n_ref": 0 + }, + "4": { + "Dice": 0.9597365406643757, + "FN": 988, + "FP": 418, + "IoU": 0.9225898805263447, + "TN": 145677, + "TP": 16757, + "n_pred": 17175, + "n_ref": 17745 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8420490928495198, + "FN": 81, + "FP": 215, + "IoU": 0.727188940092166, + "TN": 162755, + "TP": 789, + "n_pred": 1004, + "n_ref": 870 + }, + "7": { + "Dice": 0.68048128342246, + "FN": 27, + "FP": 451, + "IoU": 0.5157041540020263, + "TN": 162853, + "TP": 509, + "n_pred": 960, + "n_ref": 536 + }, + "8": { + "Dice": 0.9723724601666422, + "FN": 303, + "FP": 75, + "IoU": 0.946230440967283, + "TN": 156810, + "TP": 6652, + "n_pred": 6727, + "n_ref": 6955 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0321.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0321.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.97531328320802, + "FN": 289, + "FP": 105, + "IoU": 0.9518160694631282, + "TN": 122895, + "TP": 7783, + "n_pred": 7888, + "n_ref": 8072 + }, + "10": { + "Dice": 0.9404093097913323, + "FN": 113, + "FP": 481, + "IoU": 0.8875213027835637, + "TN": 125791, + "TP": 4687, + "n_pred": 5168, + "n_ref": 4800 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8353378526131642, + "FN": 436, + "FP": 317, + "IoU": 0.7172361997746902, + "TN": 128409, + "TP": 1910, + "n_pred": 2227, + "n_ref": 2346 + }, + "13": { + "Dice": 0.1, + "FN": 126, + "FP": 0, + "IoU": 0.05263157894736842, + "TN": 130939, + "TP": 7, + "n_pred": 7, + "n_ref": 133 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.8920570264765784, + "FN": 40, + "FP": 13, + "IoU": 0.8051470588235294, + "TN": 130800, + "TP": 219, + "n_pred": 232, + "n_ref": 259 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 127, + "IoU": 0.0, + "TN": 130945, + "TP": 0, + "n_pred": 127, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.9122017109410175, + "FN": 397, + "FP": 188, + "IoU": 0.8385761589403974, + "TN": 127448, + "TP": 3039, + "n_pred": 3227, + "n_ref": 3436 + }, + "8": { + "Dice": 0.3235294117647059, + "FN": 3, + "FP": 43, + "IoU": 0.19298245614035087, + "TN": 131015, + "TP": 11, + "n_pred": 54, + "n_ref": 14 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0332.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0332.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 17, + "FP": 58, + "IoU": 0.0, + "TN": 147381, + "TP": 0, + "n_pred": 58, + "n_ref": 17 + }, + "10": { + "Dice": 0.7967275421135698, + "FN": 2879, + "FP": 3432, + "IoU": 0.6621339472134482, + "TN": 128777, + "TP": 12368, + "n_pred": 15800, + "n_ref": 15247 + }, + "11": { + "Dice": 0.7990571596935769, + "FN": 171, + "FP": 852, + "IoU": 0.6653581943081452, + "TN": 144399, + "TP": 2034, + "n_pred": 2886, + "n_ref": 2205 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 147450, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "13": { + "Dice": 0.6990291262135923, + "FN": 212, + "FP": 67, + "IoU": 0.5373134328358209, + "TN": 146853, + "TP": 324, + "n_pred": 391, + "n_ref": 536 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 147451, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.5710306406685237, + "FN": 10, + "FP": 606, + "IoU": 0.3996101364522417, + "TN": 146430, + "TP": 410, + "n_pred": 1016, + "n_ref": 420 + }, + "3": { + "Dice": 0.9459667952372967, + "FN": 1509, + "FP": 102, + "IoU": 0.8974734296442436, + "TN": 131743, + "TP": 14102, + "n_pred": 14204, + "n_ref": 15611 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8284064400168266, + "FN": 468, + "FP": 4019, + "IoU": 0.7070766418592506, + "TN": 132138, + "TP": 10831, + "n_pred": 14850, + "n_ref": 11299 + }, + "7": { + "Dice": 0.0, + "FN": 2090, + "FP": 0, + "IoU": 0.0, + "TN": 145366, + "TP": 0, + "n_pred": 0, + "n_ref": 2090 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9023569023569024, + "FN": 22, + "FP": 7, + "IoU": 0.8220858895705522, + "TN": 147293, + "TP": 134, + "n_pred": 141, + "n_ref": 156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0379.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0379.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.884080370942813, + "FN": 218, + "FP": 82, + "IoU": 0.7922437673130194, + "TN": 178780, + "TP": 1144, + "n_pred": 1226, + "n_ref": 1362 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 2125, + "IoU": 0.0, + "TN": 178099, + "TP": 0, + "n_pred": 2125, + "n_ref": 0 + }, + "14": { + "Dice": 0.8215374195733153, + "FN": 936, + "FP": 118, + "IoU": 0.6971264367816092, + "TN": 176744, + "TP": 2426, + "n_pred": 2544, + "n_ref": 3362 + }, + "15": { + "Dice": 0.869559439165393, + "FN": 648, + "FP": 1315, + "IoU": 0.7692217258405831, + "TN": 171718, + "TP": 6543, + "n_pred": 7858, + "n_ref": 7191 + }, + "2": { + "Dice": 0.5696140693698095, + "FN": 3524, + "FP": 0, + "IoU": 0.398224043715847, + "TN": 174368, + "TP": 2332, + "n_pred": 2332, + "n_ref": 5856 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2541, + "IoU": 0.0, + "TN": 177683, + "TP": 0, + "n_pred": 2541, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 643, + "IoU": 0.0, + "TN": 179581, + "TP": 0, + "n_pred": 643, + "n_ref": 0 + }, + "5": { + "Dice": 0.6524744697564807, + "FN": 4018, + "FP": 406, + "IoU": 0.48420193540865103, + "TN": 171647, + "TP": 4153, + "n_pred": 4559, + "n_ref": 8171 + }, + "6": { + "Dice": 0.7895754026354319, + "FN": 4058, + "FP": 3128, + "IoU": 0.65231275401587, + "TN": 159556, + "TP": 13482, + "n_pred": 16610, + "n_ref": 17540 + }, + "7": { + "Dice": 0.6010828948371845, + "FN": 5000, + "FP": 231, + "IoU": 0.4296772786742259, + "TN": 171052, + "TP": 3941, + "n_pred": 4172, + "n_ref": 8941 + }, + "8": { + "Dice": 0.9212423738214087, + "FN": 395, + "FP": 741, + "IoU": 0.8539845758354756, + "TN": 172444, + "TP": 6644, + "n_pred": 7385, + "n_ref": 7039 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 2683, + "IoU": 0.0, + "TN": 177541, + "TP": 0, + "n_pred": 2683, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0410.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0410.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": 0.511191477934191, + "FN": 846.68, + "FP": 924.8311111111111, + "IoU": 0.43766930108266094, + "TN": 164027.00444444446, + "TP": 2956.6844444444446, + "n_pred": 3881.5155555555557, + "n_ref": 3803.3644444444444 + }, + "mean": { + "1": { + "Dice": 0.3562720581126807, + "FN": 965.0333333333333, + "FP": 428.8333333333333, + "IoU": 0.31328695787774136, + "TN": 165900.8, + "TP": 1460.5333333333333, + "n_pred": 1889.3666666666666, + "n_ref": 2425.5666666666666 + }, + "10": { + "Dice": 0.4666315166791692, + "FN": 1016.0333333333333, + "FP": 923.2, + "IoU": 0.3790660658490218, + "TN": 163684.46666666667, + "TP": 3131.5, + "n_pred": 4054.7, + "n_ref": 4147.533333333334 + }, + "11": { + "Dice": 0.46614337315657095, + "FN": 183.43333333333334, + "FP": 191.1, + "IoU": 0.35854515768299283, + "TN": 168062.93333333332, + "TP": 317.73333333333335, + "n_pred": 508.8333333333333, + "n_ref": 501.1666666666667 + }, + "12": { + "Dice": 0.269451369321026, + "FN": 123.7, + "FP": 81.66666666666667, + "IoU": 0.20601455592766701, + "TN": 168319.86666666667, + "TP": 229.96666666666667, + "n_pred": 311.6333333333333, + "n_ref": 353.6666666666667 + }, + "13": { + "Dice": 0.35904503502839485, + "FN": 800.1666666666666, + "FP": 1294.9333333333334, + "IoU": 0.27280309549807863, + "TN": 165070.76666666666, + "TP": 1589.3333333333333, + "n_pred": 2884.266666666667, + "n_ref": 2389.5 + }, + "14": { + "Dice": 0.416625141264413, + "FN": 928.4333333333333, + "FP": 1131.6666666666667, + "IoU": 0.376481622397725, + "TN": 163315.66666666666, + "TP": 3379.4333333333334, + "n_pred": 4511.1, + "n_ref": 4307.866666666667 + }, + "15": { + "Dice": 0.3359099096276227, + "FN": 1105.5, + "FP": 908.5666666666667, + "IoU": 0.26772899967394775, + "TN": 165120.63333333333, + "TP": 1620.5, + "n_pred": 2529.0666666666666, + "n_ref": 2726.0 + }, + "2": { + "Dice": 0.554264301379931, + "FN": 1187.9333333333334, + "FP": 848.6666666666666, + "IoU": 0.4856199297716925, + "TN": 163307.83333333334, + "TP": 3410.766666666667, + "n_pred": 4259.433333333333, + "n_ref": 4598.7 + }, + "3": { + "Dice": 0.6743919609163214, + "FN": 827.9666666666667, + "FP": 1101.5, + "IoU": 0.6180253186673695, + "TN": 161349.83333333334, + "TP": 5475.9, + "n_pred": 6577.4, + "n_ref": 6303.866666666667 + }, + "4": { + "Dice": 0.5588049093684989, + "FN": 699.9, + "FP": 500.46666666666664, + "IoU": 0.47968887901642665, + "TN": 165040.6, + "TP": 2514.233333333333, + "n_pred": 3014.7, + "n_ref": 3214.133333333333 + }, + "5": { + "Dice": 0.6326400465383836, + "FN": 553.3333333333334, + "FP": 209.96666666666667, + "IoU": 0.5322772749309337, + "TN": 166885.83333333334, + "TP": 1106.0666666666666, + "n_pred": 1316.0333333333333, + "n_ref": 1659.4 + }, + "6": { + "Dice": 0.7322059670564628, + "FN": 1183.9333333333334, + "FP": 3407.0, + "IoU": 0.6546976493811005, + "TN": 154355.13333333333, + "TP": 9809.133333333333, + "n_pred": 13216.133333333333, + "n_ref": 10993.066666666668 + }, + "7": { + "Dice": 0.4306927117089031, + "FN": 2077.8333333333335, + "FP": 1778.0333333333333, + "IoU": 0.33435048174262216, + "TN": 161433.83333333334, + "TP": 3465.5, + "n_pred": 5243.533333333334, + "n_ref": 5543.333333333333 + }, + "8": { + "Dice": 0.8184631071294903, + "FN": 386.1333333333333, + "FP": 298.53333333333336, + "IoU": 0.771668526068579, + "TN": 164337.86666666667, + "TP": 3732.6666666666665, + "n_pred": 4031.2, + "n_ref": 4118.8 + }, + "9": { + "Dice": 0.5963307617249952, + "FN": 660.8666666666667, + "FP": 768.3333333333334, + "IoU": 0.5147850017540144, + "TN": 164219.0, + "TP": 3107.0, + "n_pred": 3875.3333333333335, + "n_ref": 3767.866666666667 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 128, + "FP": 0, + "IoU": 0.0, + "TN": 163712, + "TP": 0, + "n_pred": 0, + "n_ref": 128 + }, + "10": { + "Dice": 0.5318479050617583, + "FN": 279, + "FP": 5520, + "IoU": 0.36225668096337843, + "TN": 154747, + "TP": 3294, + "n_pred": 8814, + "n_ref": 3573 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 303, + "IoU": 0.0, + "TN": 163537, + "TP": 0, + "n_pred": 303, + "n_ref": 0 + }, + "12": { + "Dice": 0.3859332732191163, + "FN": 620, + "FP": 61, + "IoU": 0.23910614525139665, + "TN": 162945, + "TP": 214, + "n_pred": 275, + "n_ref": 834 + }, + "13": { + "Dice": 0.29169701383831026, + "FN": 2111, + "FP": 1779, + "IoU": 0.17075250479641868, + "TN": 159149, + "TP": 801, + "n_pred": 2580, + "n_ref": 2912 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 163837, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 6256, + "IoU": 0.0, + "TN": 157584, + "TP": 0, + "n_pred": 6256, + "n_ref": 0 + }, + "2": { + "Dice": 0.69865055387714, + "FN": 528, + "FP": 6953, + "IoU": 0.5368662168018324, + "TN": 147687, + "TP": 8672, + "n_pred": 15625, + "n_ref": 9200 + }, + "3": { + "Dice": 0.7472868217054264, + "FN": 6441, + "FP": 242, + "IoU": 0.5965346534653465, + "TN": 147276, + "TP": 9881, + "n_pred": 10123, + "n_ref": 16322 + }, + "4": { + "Dice": 0.8195134061569017, + "FN": 1587, + "FP": 1321, + "IoU": 0.6942166140904311, + "TN": 154330, + "TP": 6602, + "n_pred": 7923, + "n_ref": 8189 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8640956002172733, + "FN": 1021, + "FP": 1481, + "IoU": 0.7607115531752104, + "TN": 153384, + "TP": 7954, + "n_pred": 9435, + "n_ref": 8975 + }, + "7": { + "Dice": 0.7284989907940728, + "FN": 430, + "FP": 5085, + "IoU": 0.5729440916834443, + "TN": 150926, + "TP": 7399, + "n_pred": 12484, + "n_ref": 7829 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 59, + "IoU": 0.0, + "TN": 163781, + "TP": 0, + "n_pred": 59, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0025.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0025.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 11, + "IoU": 0.0, + "TN": 163829, + "TP": 0, + "n_pred": 11, + "n_ref": 0 + }, + "11": { + "Dice": 0.7040767386091127, + "FN": 560, + "FP": 674, + "IoU": 0.543301258327165, + "TN": 161138, + "TP": 1468, + "n_pred": 2142, + "n_ref": 2028 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.985711855757782, + "FN": 717, + "FP": 123, + "IoU": 0.9718262619486836, + "TN": 134025, + "TP": 28975, + "n_pred": 29098, + "n_ref": 29692 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 42, + "IoU": 0.0, + "TN": 163798, + "TP": 0, + "n_pred": 42, + "n_ref": 0 + }, + "2": { + "Dice": 0.859375, + "FN": 18, + "FP": 0, + "IoU": 0.7534246575342466, + "TN": 163767, + "TP": 55, + "n_pred": 55, + "n_ref": 73 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9497955154421097, + "FN": 88, + "FP": 624, + "IoU": 0.9043910299449442, + "TN": 156393, + "TP": 6735, + "n_pred": 7359, + "n_ref": 6823 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9712259235604558, + "FN": 1052, + "FP": 660, + "IoU": 0.9440614278712629, + "TN": 133235, + "TP": 28893, + "n_pred": 29553, + "n_ref": 29945 + }, + "7": { + "Dice": 0.8091057574520212, + "FN": 3299, + "FP": 441, + "IoU": 0.6794102520144009, + "TN": 152174, + "TP": 7926, + "n_pred": 8367, + "n_ref": 11225 + }, + "8": { + "Dice": 0.9240022758676746, + "FN": 595, + "FP": 340, + "IoU": 0.8587399909351866, + "TN": 157221, + "TP": 5684, + "n_pred": 6024, + "n_ref": 6279 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 9, + "IoU": 0.0, + "TN": 163831, + "TP": 0, + "n_pred": 9, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0038.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0038.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 396, + "IoU": 0.0, + "TN": 163444, + "TP": 0, + "n_pred": 396, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 201, + "FP": 0, + "IoU": 0.0, + "TN": 163639, + "TP": 0, + "n_pred": 0, + "n_ref": 201 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 310, + "IoU": 0.0, + "TN": 163530, + "TP": 0, + "n_pred": 310, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9271304347826087, + "FN": 736, + "FP": 102, + "IoU": 0.8641595072134868, + "TN": 157671, + "TP": 5331, + "n_pred": 5433, + "n_ref": 6067 + }, + "3": { + "Dice": 0.9409536358395784, + "FN": 178, + "FP": 539, + "IoU": 0.8884914463452566, + "TN": 157410, + "TP": 5713, + "n_pred": 6252, + "n_ref": 5891 + }, + "4": { + "Dice": 0.9199250850437641, + "FN": 1098, + "FP": 997, + "IoU": 0.8517234057612003, + "TN": 149711, + "TP": 12034, + "n_pred": 13031, + "n_ref": 13132 + }, + "5": { + "Dice": 0.035955056179775284, + "FN": 397, + "FP": 32, + "IoU": 0.018306636155606407, + "TN": 163403, + "TP": 8, + "n_pred": 40, + "n_ref": 405 + }, + "6": { + "Dice": 0.8405582771050929, + "FN": 409, + "FP": 3041, + "IoU": 0.724968112244898, + "TN": 151296, + "TP": 9094, + "n_pred": 12135, + "n_ref": 9503 + }, + "7": { + "Dice": 0.27085643869377696, + "FN": 5731, + "FP": 186, + "IoU": 0.15664196123147092, + "TN": 156824, + "TP": 1099, + "n_pred": 1285, + "n_ref": 6830 + }, + "8": { + "Dice": 0.9301300732106049, + "FN": 189, + "FP": 794, + "IoU": 0.8693861280892905, + "TN": 156314, + "TP": 6543, + "n_pred": 7337, + "n_ref": 6732 + }, + "9": { + "Dice": 0.7891782130912566, + "FN": 3018, + "FP": 512, + "IoU": 0.6517707408503502, + "TN": 153703, + "TP": 6607, + "n_pred": 7119, + "n_ref": 9625 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0042.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0042.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 18, + "IoU": 0.0, + "TN": 180206, + "TP": 0, + "n_pred": 18, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 443, + "IoU": 0.0, + "TN": 179781, + "TP": 0, + "n_pred": 443, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 98, + "FP": 0, + "IoU": 0.0, + "TN": 180126, + "TP": 0, + "n_pred": 0, + "n_ref": 98 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6316377864728899, + "FN": 1247, + "FP": 71, + "IoU": 0.4616013071895425, + "TN": 177776, + "TP": 1130, + "n_pred": 1201, + "n_ref": 2377 + }, + "14": { + "Dice": 0.9537412757669209, + "FN": 507, + "FP": 633, + "IoU": 0.9115730685696556, + "TN": 167332, + "TP": 11752, + "n_pred": 12385, + "n_ref": 12259 + }, + "15": { + "Dice": 0.35294117647058826, + "FN": 0, + "FP": 154, + "IoU": 0.21428571428571427, + "TN": 180028, + "TP": 42, + "n_pred": 196, + "n_ref": 42 + }, + "2": { + "Dice": 0.9074823913709211, + "FN": 2085, + "FP": 634, + "IoU": 0.8306341098791579, + "TN": 164170, + "TP": 13335, + "n_pred": 13969, + "n_ref": 15420 + }, + "3": { + "Dice": 0.9138092561364062, + "FN": 406, + "FP": 514, + "IoU": 0.8412972227013973, + "TN": 174427, + "TP": 4877, + "n_pred": 5391, + "n_ref": 5283 + }, + "4": { + "Dice": 0.7305232081351485, + "FN": 1023, + "FP": 620, + "IoU": 0.575452196382429, + "TN": 176354, + "TP": 2227, + "n_pred": 2847, + "n_ref": 3250 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.90011641443539, + "FN": 1432, + "FP": 284, + "IoU": 0.8183742591024555, + "TN": 170776, + "TP": 7732, + "n_pred": 8016, + "n_ref": 9164 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 130, + "IoU": 0.0, + "TN": 180094, + "TP": 0, + "n_pred": 130, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0050.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0050.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 3167, + "IoU": 0.0, + "TN": 193441, + "TP": 0, + "n_pred": 3167, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 743, + "FP": 0, + "IoU": 0.0, + "TN": 195865, + "TP": 0, + "n_pred": 0, + "n_ref": 743 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 778, + "IoU": 0.0, + "TN": 195830, + "TP": 0, + "n_pred": 778, + "n_ref": 0 + }, + "14": { + "Dice": 0.9474474474474475, + "FN": 127, + "FP": 713, + "IoU": 0.9001426533523538, + "TN": 188196, + "TP": 7572, + "n_pred": 8285, + "n_ref": 7699 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.484622017821213, + "FN": 13776, + "FP": 568, + "IoU": 0.3198027314112291, + "TN": 175520, + "TP": 6744, + "n_pred": 7312, + "n_ref": 20520 + }, + "3": { + "Dice": 0.27984608465344063, + "FN": 733, + "FP": 13678, + "IoU": 0.16268665388414386, + "TN": 179397, + "TP": 2800, + "n_pred": 16478, + "n_ref": 3533 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.867948717948718, + "FN": 1440, + "FP": 414, + "IoU": 0.766704416761042, + "TN": 188661, + "TP": 6093, + "n_pred": 6507, + "n_ref": 7533 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 1548, + "IoU": 0.0, + "TN": 195060, + "TP": 0, + "n_pred": 1548, + "n_ref": 0 + }, + "7": { + "Dice": 0.29161686870411474, + "FN": 7597, + "FP": 701, + "IoU": 0.17069758145112932, + "TN": 186602, + "TP": 1708, + "n_pred": 2409, + "n_ref": 9305 + }, + "8": { + "Dice": 0.9237674080918751, + "FN": 573, + "FP": 582, + "IoU": 0.8583343554519809, + "TN": 188455, + "TP": 6998, + "n_pred": 7580, + "n_ref": 7571 + }, + "9": { + "Dice": 0.7062846362457258, + "FN": 442, + "FP": 2049, + "IoU": 0.545935107546482, + "TN": 191122, + "TP": 2995, + "n_pred": 5044, + "n_ref": 3437 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0057.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0057.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 551, + "FP": 437, + "IoU": 0.0, + "TN": 146468, + "TP": 0, + "n_pred": 437, + "n_ref": 551 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7296384584823202, + "FN": 1408, + "FP": 1314, + "IoU": 0.5743549648162627, + "TN": 141061, + "TP": 3673, + "n_pred": 4987, + "n_ref": 5081 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 147452, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.7366548042704626, + "FN": 19, + "FP": 721, + "IoU": 0.5830985915492958, + "TN": 145681, + "TP": 1035, + "n_pred": 1756, + "n_ref": 1054 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9561993403053005, + "FN": 689, + "FP": 1024, + "IoU": 0.9160746656214787, + "TN": 127045, + "TP": 18698, + "n_pred": 19722, + "n_ref": 19387 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 7225, + "IoU": 0.0, + "TN": 140231, + "TP": 0, + "n_pred": 7225, + "n_ref": 0 + }, + "8": { + "Dice": 0.9444326766927911, + "FN": 415, + "FP": 372, + "IoU": 0.8947157190635452, + "TN": 139981, + "TP": 6688, + "n_pred": 7060, + "n_ref": 7103 + }, + "9": { + "Dice": 0.5142749101909624, + "FN": 621, + "FP": 4517, + "IoU": 0.3461440570119623, + "TN": 139598, + "TP": 2720, + "n_pred": 7237, + "n_ref": 3341 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0059.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0059.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 4158, + "IoU": 0.0, + "TN": 192450, + "TP": 0, + "n_pred": 4158, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 115, + "IoU": 0.0, + "TN": 196493, + "TP": 0, + "n_pred": 115, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.49062624650977266, + "FN": 1140, + "FP": 137, + "IoU": 0.3250528541226216, + "TN": 194716, + "TP": 615, + "n_pred": 752, + "n_ref": 1755 + }, + "14": { + "Dice": 0.8812893081761006, + "FN": 545, + "FP": 3079, + "IoU": 0.7877723120168658, + "TN": 179532, + "TP": 13452, + "n_pred": 16531, + "n_ref": 13997 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 85, + "IoU": 0.0, + "TN": 196523, + "TP": 0, + "n_pred": 85, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 249, + "IoU": 0.0, + "TN": 196359, + "TP": 0, + "n_pred": 249, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8759026888604353, + "FN": 3869, + "FP": 977, + "IoU": 0.7792053945689812, + "TN": 174660, + "TP": 17102, + "n_pred": 18079, + "n_ref": 20971 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8980986566766462, + "FN": 5198, + "FP": 1303, + "IoU": 0.8150445247375459, + "TN": 161459, + "TP": 28648, + "n_pred": 29951, + "n_ref": 33846 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1329, + "IoU": 0.0, + "TN": 195279, + "TP": 0, + "n_pred": 1329, + "n_ref": 0 + }, + "8": { + "Dice": 0.854015748031496, + "FN": 64, + "FP": 1790, + "IoU": 0.7452246805002062, + "TN": 189331, + "TP": 5423, + "n_pred": 7213, + "n_ref": 5487 + }, + "9": { + "Dice": 0.8982547613875009, + "FN": 1443, + "FP": 1367, + "IoU": 0.815301695806494, + "TN": 181394, + "TP": 12404, + "n_pred": 13771, + "n_ref": 13847 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0075.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0075.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9390739236393176, + "FN": 174, + "FP": 51, + "IoU": 0.885145482388974, + "TN": 178265, + "TP": 1734, + "n_pred": 1785, + "n_ref": 1908 + }, + "10": { + "Dice": 0.7895141389214774, + "FN": 4006, + "FP": 1197, + "IoU": 0.6522291290689125, + "TN": 165263, + "TP": 9758, + "n_pred": 10955, + "n_ref": 13764 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8059467918622848, + "FN": 794, + "FP": 5158, + "IoU": 0.6749672346002621, + "TN": 161912, + "TP": 12360, + "n_pred": 17518, + "n_ref": 13154 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9754464285714286, + "FN": 251, + "FP": 123, + "IoU": 0.9520697167755992, + "TN": 172421, + "TP": 7429, + "n_pred": 7552, + "n_ref": 7680 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8785046728971962, + "FN": 28, + "FP": 76, + "IoU": 0.7833333333333333, + "TN": 179744, + "TP": 376, + "n_pred": 452, + "n_ref": 404 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.121787267694741, + "FN": 17, + "FP": 2204, + "IoU": 0.0648421052631579, + "TN": 177849, + "TP": 154, + "n_pred": 2358, + "n_ref": 171 + }, + "8": { + "Dice": 0.9532814930015552, + "FN": 585, + "FP": 166, + "IoU": 0.9107333888030429, + "TN": 171811, + "TP": 7662, + "n_pred": 7828, + "n_ref": 8247 + }, + "9": { + "Dice": 0.5853658536585366, + "FN": 73, + "FP": 12, + "IoU": 0.41379310344827586, + "TN": 180079, + "TP": 60, + "n_pred": 72, + "n_ref": 133 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0098.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0098.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7368248772504091, + "FN": 3129, + "FP": 87, + "IoU": 0.5833117387924333, + "TN": 156122, + "TP": 4502, + "n_pred": 4589, + "n_ref": 7631 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 13, + "IoU": 0.0, + "TN": 163827, + "TP": 0, + "n_pred": 13, + "n_ref": 0 + }, + "13": { + "Dice": 0.4949959426562077, + "FN": 1782, + "FP": 85, + "IoU": 0.3289000718907261, + "TN": 161058, + "TP": 915, + "n_pred": 1000, + "n_ref": 2697 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9858475731208722, + "FN": 258, + "FP": 282, + "IoU": 0.9720901385156089, + "TN": 144492, + "TP": 18808, + "n_pred": 19090, + "n_ref": 19066 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8716271463614064, + "FN": 68, + "FP": 403, + "IoU": 0.7724637681159421, + "TN": 161770, + "TP": 1599, + "n_pred": 2002, + "n_ref": 1667 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.2929936305732484, + "FN": 555, + "FP": 0, + "IoU": 0.17164179104477612, + "TN": 163170, + "TP": 115, + "n_pred": 115, + "n_ref": 670 + }, + "8": { + "Dice": 0.8542118529808312, + "FN": 318, + "FP": 2169, + "IoU": 0.745523380742863, + "TN": 154067, + "TP": 7286, + "n_pred": 9455, + "n_ref": 7604 + }, + "9": { + "Dice": 0.6959851473659782, + "FN": 2607, + "FP": 13, + "IoU": 0.5337248620751023, + "TN": 158221, + "TP": 2999, + "n_pred": 3012, + "n_ref": 5606 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0104.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0104.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9158191719703431, + "FN": 491, + "FP": 792, + "IoU": 0.8447107237956911, + "TN": 155578, + "TP": 6979, + "n_pred": 7771, + "n_ref": 7470 + }, + "10": { + "Dice": 0.8381244041256175, + "FN": 3807, + "FP": 1796, + "IoU": 0.7213546847026059, + "TN": 143732, + "TP": 14505, + "n_pred": 16301, + "n_ref": 18312 + }, + "11": { + "Dice": 0.5173419773095624, + "FN": 1139, + "FP": 350, + "IoU": 0.34892872759073024, + "TN": 161553, + "TP": 798, + "n_pred": 1148, + "n_ref": 1937 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.3492063492063492, + "FN": 5344, + "FP": 1585, + "IoU": 0.21153846153846154, + "TN": 155052, + "TP": 1859, + "n_pred": 3444, + "n_ref": 7203 + }, + "14": { + "Dice": 0.8601572990600422, + "FN": 676, + "FP": 782, + "IoU": 0.7546280713564456, + "TN": 157898, + "TP": 4484, + "n_pred": 5266, + "n_ref": 5160 + }, + "15": { + "Dice": 0.5689324525889623, + "FN": 2023, + "FP": 0, + "IoU": 0.3975580702799285, + "TN": 160482, + "TP": 1335, + "n_pred": 1335, + "n_ref": 3358 + }, + "2": { + "Dice": 0.9436674944451706, + "FN": 32, + "FP": 399, + "IoU": 0.8933432318732987, + "TN": 159799, + "TP": 3610, + "n_pred": 4009, + "n_ref": 3642 + }, + "3": { + "Dice": 0.937615486141663, + "FN": 62, + "FP": 647, + "IoU": 0.8825575617028325, + "TN": 157803, + "TP": 5328, + "n_pred": 5975, + "n_ref": 5390 + }, + "4": { + "Dice": 0.8409165302782324, + "FN": 201, + "FP": 771, + "IoU": 0.7255012708274499, + "TN": 160299, + "TP": 2569, + "n_pred": 3340, + "n_ref": 2770 + }, + "5": { + "Dice": 0.0, + "FN": 409, + "FP": 0, + "IoU": 0.0, + "TN": 163431, + "TP": 0, + "n_pred": 0, + "n_ref": 409 + }, + "6": { + "Dice": 0.8504387317428723, + "FN": 2143, + "FP": 3192, + "IoU": 0.7397941764619812, + "TN": 143337, + "TP": 15168, + "n_pred": 18360, + "n_ref": 17311 + }, + "7": { + "Dice": 0.7702251270878722, + "FN": 1753, + "FP": 1411, + "IoU": 0.6263139246486359, + "TN": 155373, + "TP": 5303, + "n_pred": 6714, + "n_ref": 7056 + }, + "8": { + "Dice": 0.975310489301212, + "FN": 260, + "FP": 70, + "IoU": 0.9518107476635514, + "TN": 156992, + "TP": 6518, + "n_pred": 6588, + "n_ref": 6778 + }, + "9": { + "Dice": 0.804321879515045, + "FN": 1149, + "FP": 1966, + "IoU": 0.6726909740464432, + "TN": 154323, + "TP": 6402, + "n_pred": 8368, + "n_ref": 7551 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0116.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0116.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 28, + "IoU": 0.0, + "TN": 163812, + "TP": 0, + "n_pred": 28, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.3985239852398524, + "FN": 315, + "FP": 1315, + "IoU": 0.2488479262672811, + "TN": 161670, + "TP": 540, + "n_pred": 1855, + "n_ref": 855 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 90, + "IoU": 0.0, + "TN": 163750, + "TP": 0, + "n_pred": 90, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 29, + "IoU": 0.0, + "TN": 163811, + "TP": 0, + "n_pred": 29, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.6235502523480063, + "FN": 4134, + "FP": 7129, + "IoU": 0.4530134524792385, + "TN": 143249, + "TP": 9328, + "n_pred": 16457, + "n_ref": 13462 + }, + "3": { + "Dice": 0.682238524889676, + "FN": 7843, + "FP": 3462, + "IoU": 0.51772535301395, + "TN": 140399, + "TP": 12136, + "n_pred": 15598, + "n_ref": 19979 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 40, + "IoU": 0.0, + "TN": 163800, + "TP": 0, + "n_pred": 40, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9391955098222639, + "FN": 349, + "FP": 366, + "IoU": 0.8853615520282186, + "TN": 157603, + "TP": 5522, + "n_pred": 5888, + "n_ref": 5871 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9233870967741935, + "FN": 104, + "FP": 10, + "IoU": 0.8576779026217228, + "TN": 163039, + "TP": 687, + "n_pred": 697, + "n_ref": 791 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0166.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0166.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.4264181967662373, + "FN": 149, + "FP": 1944, + "IoU": 0.2709857192615813, + "TN": 160969, + "TP": 778, + "n_pred": 2722, + "n_ref": 927 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 163838, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "13": { + "Dice": 0.7449641280353201, + "FN": 5231, + "FP": 2163, + "IoU": 0.593579948331776, + "TN": 145647, + "TP": 10799, + "n_pred": 12962, + "n_ref": 16030 + }, + "14": { + "Dice": 0.9617081674843407, + "FN": 934, + "FP": 307, + "IoU": 0.9262407132243685, + "TN": 147015, + "TP": 15584, + "n_pred": 15891, + "n_ref": 16518 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 1710, + "IoU": 0.0, + "TN": 162130, + "TP": 0, + "n_pred": 1710, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 491, + "IoU": 0.0, + "TN": 163349, + "TP": 0, + "n_pred": 491, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 104, + "IoU": 0.0, + "TN": 163736, + "TP": 0, + "n_pred": 104, + "n_ref": 0 + }, + "8": { + "Dice": 0.9694656488549618, + "FN": 99, + "FP": 21, + "IoU": 0.9407407407407408, + "TN": 161815, + "TP": 1905, + "n_pred": 1926, + "n_ref": 2004 + }, + "9": { + "Dice": 0.4173972838232766, + "FN": 3389, + "FP": 0, + "IoU": 0.2637410384531827, + "TN": 159237, + "TP": 1214, + "n_pred": 1214, + "n_ref": 4603 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0195.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0195.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 140, + "IoU": 0.0, + "TN": 147316, + "TP": 0, + "n_pred": 140, + "n_ref": 0 + }, + "10": { + "Dice": 0.8684124677481538, + "FN": 4142, + "FP": 295, + "IoU": 0.7674284516196667, + "TN": 128378, + "TP": 14641, + "n_pred": 14936, + "n_ref": 18783 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7549976754997676, + "FN": 205, + "FP": 322, + "IoU": 0.6064227035100822, + "TN": 146117, + "TP": 812, + "n_pred": 1134, + "n_ref": 1017 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 75, + "IoU": 0.0, + "TN": 147381, + "TP": 0, + "n_pred": 75, + "n_ref": 0 + }, + "2": { + "Dice": 0.9711189865167624, + "FN": 258, + "FP": 451, + "IoU": 0.9438593712883047, + "TN": 134827, + "TP": 11920, + "n_pred": 12371, + "n_ref": 12178 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.9273096446700507, + "FN": 402, + "FP": 314, + "IoU": 0.8644709445390877, + "TN": 142173, + "TP": 4567, + "n_pred": 4881, + "n_ref": 4969 + }, + "6": { + "Dice": 0.8322496749024707, + "FN": 4, + "FP": 125, + "IoU": 0.7126948775055679, + "TN": 147007, + "TP": 320, + "n_pred": 445, + "n_ref": 324 + }, + "7": { + "Dice": 0.012539184952978056, + "FN": 315, + "FP": 0, + "IoU": 0.006309148264984227, + "TN": 147139, + "TP": 2, + "n_pred": 2, + "n_ref": 317 + }, + "8": { + "Dice": 0.957919621749409, + "FN": 467, + "FP": 512, + "IoU": 0.9192377495462795, + "TN": 135334, + "TP": 11143, + "n_pred": 11655, + "n_ref": 11610 + }, + "9": { + "Dice": 0.9607531483066389, + "FN": 271, + "FP": 50, + "IoU": 0.9244705882352942, + "TN": 143206, + "TP": 3929, + "n_pred": 3979, + "n_ref": 4200 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0214.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0214.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 404, + "IoU": 0.0, + "TN": 147052, + "TP": 0, + "n_pred": 404, + "n_ref": 0 + }, + "10": { + "Dice": 0.34190077704722055, + "FN": 345, + "FP": 1857, + "IoU": 0.2062004325883201, + "TN": 144682, + "TP": 572, + "n_pred": 2429, + "n_ref": 917 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 10710, + "IoU": 0.0, + "TN": 136746, + "TP": 0, + "n_pred": 10710, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 1489, + "IoU": 0.0, + "TN": 145967, + "TP": 0, + "n_pred": 1489, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1522, + "IoU": 0.0, + "TN": 145934, + "TP": 0, + "n_pred": 1522, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 10, + "IoU": 0.0, + "TN": 147446, + "TP": 0, + "n_pred": 10, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.3585262163438829, + "FN": 2421, + "FP": 295, + "IoU": 0.21841726618705035, + "TN": 143981, + "TP": 759, + "n_pred": 1054, + "n_ref": 3180 + }, + "7": { + "Dice": 0.9708686961365796, + "FN": 306, + "FP": 583, + "IoU": 0.9433866140227982, + "TN": 131753, + "TP": 14814, + "n_pred": 15397, + "n_ref": 15120 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 147450, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "9": { + "Dice": 0.7106931097934983, + "FN": 987, + "FP": 428, + "IoU": 0.551221059308595, + "TN": 144303, + "TP": 1738, + "n_pred": 2166, + "n_ref": 2725 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0226.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0226.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 1, + "FP": 1, + "IoU": 0.0, + "TN": 180222, + "TP": 0, + "n_pred": 1, + "n_ref": 1 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6781308411214954, + "FN": 561, + "FP": 300, + "IoU": 0.5130090497737556, + "TN": 178456, + "TP": 907, + "n_pred": 1207, + "n_ref": 1468 + }, + "14": { + "Dice": 0.0, + "FN": 6, + "FP": 313, + "IoU": 0.0, + "TN": 179905, + "TP": 0, + "n_pred": 313, + "n_ref": 6 + }, + "15": { + "Dice": 0.05909617612977984, + "FN": 9744, + "FP": 0, + "IoU": 0.03044776119402985, + "TN": 170174, + "TP": 306, + "n_pred": 306, + "n_ref": 10050 + }, + "2": { + "Dice": 0.9078797540423593, + "FN": 1557, + "FP": 61, + "IoU": 0.8313001772495048, + "TN": 170633, + "TP": 7973, + "n_pred": 8034, + "n_ref": 9530 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1254, + "IoU": 0.0, + "TN": 178970, + "TP": 0, + "n_pred": 1254, + "n_ref": 0 + }, + "4": { + "Dice": 0.744305093422063, + "FN": 73, + "FP": 926, + "IoU": 0.5927435792906645, + "TN": 177771, + "TP": 1454, + "n_pred": 2380, + "n_ref": 1527 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9732019522976333, + "FN": 398, + "FP": 184, + "IoU": 0.9478026905829596, + "TN": 169074, + "TP": 10568, + "n_pred": 10752, + "n_ref": 10966 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1775, + "IoU": 0.0, + "TN": 178449, + "TP": 0, + "n_pred": 1775, + "n_ref": 0 + }, + "8": { + "Dice": 0.9306266548984996, + "FN": 171, + "FP": 615, + "IoU": 0.8702542093100033, + "TN": 174166, + "TP": 5272, + "n_pred": 5887, + "n_ref": 5443 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 180223, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0230.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0230.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 87, + "IoU": 0.0, + "TN": 147369, + "TP": 0, + "n_pred": 87, + "n_ref": 0 + }, + "10": { + "Dice": 0.8147700975953315, + "FN": 723, + "FP": 1118, + "IoU": 0.6874363327674023, + "TN": 141566, + "TP": 4049, + "n_pred": 5167, + "n_ref": 4772 + }, + "11": { + "Dice": 0.8524901185770751, + "FN": 356, + "FP": 577, + "IoU": 0.7429043813722789, + "TN": 143827, + "TP": 2696, + "n_pred": 3273, + "n_ref": 3052 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 33, + "IoU": 0.0, + "TN": 147423, + "TP": 0, + "n_pred": 33, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 36, + "IoU": 0.0, + "TN": 147420, + "TP": 0, + "n_pred": 36, + "n_ref": 0 + }, + "14": { + "Dice": 0.3189252336448598, + "FN": 1627, + "FP": 3037, + "IoU": 0.18971507991660877, + "TN": 141700, + "TP": 1092, + "n_pred": 4129, + "n_ref": 2719 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 1962, + "IoU": 0.0, + "TN": 145494, + "TP": 0, + "n_pred": 1962, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 2602, + "FP": 0, + "IoU": 0.0, + "TN": 144854, + "TP": 0, + "n_pred": 0, + "n_ref": 2602 + }, + "3": { + "Dice": 0.8634664894942281, + "FN": 369, + "FP": 2919, + "IoU": 0.7597369382535623, + "TN": 133771, + "TP": 10397, + "n_pred": 13316, + "n_ref": 10766 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8075891146032963, + "FN": 967, + "FP": 37, + "IoU": 0.6772741883638701, + "TN": 144345, + "TP": 2107, + "n_pred": 2144, + "n_ref": 3074 + }, + "6": { + "Dice": 0.9519343493552169, + "FN": 845, + "FP": 426, + "IoU": 0.9082774049217002, + "TN": 133599, + "TP": 12586, + "n_pred": 13012, + "n_ref": 13431 + }, + "7": { + "Dice": 0.5591036414565826, + "FN": 687, + "FP": 887, + "IoU": 0.3880248833592535, + "TN": 144884, + "TP": 998, + "n_pred": 1885, + "n_ref": 1685 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8772774149192162, + "FN": 204, + "FP": 510, + "IoU": 0.7813839559093693, + "TN": 144190, + "TP": 2552, + "n_pred": 3062, + "n_ref": 2756 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0237.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0237.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.970015455950541, + "FN": 193, + "FP": 98, + "IoU": 0.9417767106842737, + "TN": 158842, + "TP": 4707, + "n_pred": 4805, + "n_ref": 4900 + }, + "10": { + "Dice": 0.9344539438728686, + "FN": 897, + "FP": 460, + "IoU": 0.8769718948322757, + "TN": 152810, + "TP": 9673, + "n_pred": 10133, + "n_ref": 10570 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7957605270696075, + "FN": 665, + "FP": 48, + "IoU": 0.6607992388201712, + "TN": 161738, + "TP": 1389, + "n_pred": 1437, + "n_ref": 2054 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9285714285714286, + "FN": 108, + "FP": 22, + "IoU": 0.8666666666666667, + "TN": 162865, + "TP": 845, + "n_pred": 867, + "n_ref": 953 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.5635153650420825, + "FN": 4455, + "FP": 5, + "IoU": 0.3922877776263796, + "TN": 156501, + "TP": 2879, + "n_pred": 2884, + "n_ref": 7334 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 92, + "IoU": 0.0, + "TN": 163748, + "TP": 0, + "n_pred": 92, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9292639138240575, + "FN": 161, + "FP": 36, + "IoU": 0.8678739101274312, + "TN": 162349, + "TP": 1294, + "n_pred": 1330, + "n_ref": 1455 + }, + "9": { + "Dice": 0.8698183278129078, + "FN": 176, + "FP": 1121, + "IoU": 0.7696269982238011, + "TN": 158210, + "TP": 4333, + "n_pred": 5454, + "n_ref": 4509 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0242.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0242.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9469824477037749, + "FN": 191, + "FP": 691, + "IoU": 0.8993035734672908, + "TN": 155081, + "TP": 7877, + "n_pred": 8568, + "n_ref": 8068 + }, + "10": { + "Dice": 0.2418106015485408, + "FN": 1273, + "FP": 0, + "IoU": 0.1375338753387534, + "TN": 162364, + "TP": 203, + "n_pred": 203, + "n_ref": 1476 + }, + "11": { + "Dice": 0.8003391267486223, + "FN": 194, + "FP": 277, + "IoU": 0.6671378091872792, + "TN": 162425, + "TP": 944, + "n_pred": 1221, + "n_ref": 1138 + }, + "12": { + "Dice": 0.5260243632336655, + "FN": 519, + "FP": 337, + "IoU": 0.35687453042824946, + "TN": 162509, + "TP": 475, + "n_pred": 812, + "n_ref": 994 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 66, + "IoU": 0.0, + "TN": 163774, + "TP": 0, + "n_pred": 66, + "n_ref": 0 + }, + "14": { + "Dice": 0.002299161482282932, + "FN": 0, + "FP": 14754, + "IoU": 0.0011509037979825333, + "TN": 149069, + "TP": 17, + "n_pred": 14771, + "n_ref": 17 + }, + "15": { + "Dice": 0.4957260659694288, + "FN": 12764, + "FP": 7294, + "IoU": 0.3295450747066885, + "TN": 133923, + "TP": 9859, + "n_pred": 17153, + "n_ref": 22623 + }, + "2": { + "Dice": 0.6101694915254238, + "FN": 90, + "FP": 324, + "IoU": 0.43902439024390244, + "TN": 163102, + "TP": 324, + "n_pred": 648, + "n_ref": 414 + }, + "3": { + "Dice": 0.9618015363569399, + "FN": 2179, + "FP": 1088, + "IoU": 0.9264139468883033, + "TN": 119443, + "TP": 41130, + "n_pred": 42218, + "n_ref": 43309 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7352457518728303, + "FN": 1157, + "FP": 292, + "IoU": 0.5813348743137822, + "TN": 160379, + "TP": 2012, + "n_pred": 2304, + "n_ref": 3169 + }, + "6": { + "Dice": 0.9021192146856616, + "FN": 601, + "FP": 780, + "IoU": 0.8216914138153647, + "TN": 156095, + "TP": 6364, + "n_pred": 7144, + "n_ref": 6965 + }, + "7": { + "Dice": 0.7786057692307692, + "FN": 1818, + "FP": 24, + "IoU": 0.6374729383979532, + "TN": 158759, + "TP": 3239, + "n_pred": 3263, + "n_ref": 5057 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.91917787049915, + "FN": 881, + "FP": 165, + "IoU": 0.8504432370603374, + "TN": 156846, + "TP": 5948, + "n_pred": 6113, + "n_ref": 6829 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0259.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0259.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.48674275680421425, + "FN": 8685, + "FP": 84, + "IoU": 0.3216523555349269, + "TN": 134529, + "TP": 4158, + "n_pred": 4242, + "n_ref": 12843 + }, + "10": { + "Dice": 0.8343034536282499, + "FN": 30, + "FP": 824, + "IoU": 0.7157123834886817, + "TN": 144452, + "TP": 2150, + "n_pred": 2974, + "n_ref": 2180 + }, + "11": { + "Dice": 0.6979835013748854, + "FN": 887, + "FP": 431, + "IoU": 0.5360788454769447, + "TN": 144615, + "TP": 1523, + "n_pred": 1954, + "n_ref": 2410 + }, + "12": { + "Dice": 0.8246390760346487, + "FN": 382, + "FP": 529, + "IoU": 0.7016049787094661, + "TN": 144403, + "TP": 2142, + "n_pred": 2671, + "n_ref": 2524 + }, + "13": { + "Dice": 0.7570998453901864, + "FN": 2294, + "FP": 691, + "IoU": 0.6091397145475972, + "TN": 139819, + "TP": 4652, + "n_pred": 5343, + "n_ref": 6946 + }, + "14": { + "Dice": 0.0, + "FN": 16384, + "FP": 0, + "IoU": 0.0, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 16384 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 19, + "IoU": 0.0, + "TN": 147437, + "TP": 0, + "n_pred": 19, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 124, + "IoU": 0.0, + "TN": 147332, + "TP": 0, + "n_pred": 124, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.5046432536256146, + "FN": 1479, + "FP": 26632, + "IoU": 0.3374734857412208, + "TN": 105026, + "TP": 14319, + "n_pred": 40951, + "n_ref": 15798 + }, + "7": { + "Dice": 0.7964371868621265, + "FN": 2107, + "FP": 87, + "IoU": 0.6617329633055813, + "TN": 140970, + "TP": 4292, + "n_pred": 4379, + "n_ref": 6399 + }, + "8": { + "Dice": 0.9217877094972067, + "FN": 20, + "FP": 8, + "IoU": 0.8549222797927462, + "TN": 147263, + "TP": 165, + "n_pred": 173, + "n_ref": 185 + }, + "9": { + "Dice": 0.06870229007633588, + "FN": 140, + "FP": 104, + "IoU": 0.03557312252964427, + "TN": 147203, + "TP": 9, + "n_pred": 113, + "n_ref": 149 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0268.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0268.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 157, + "IoU": 0.0, + "TN": 147299, + "TP": 0, + "n_pred": 157, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 181, + "FP": 760, + "IoU": 0.0, + "TN": 146515, + "TP": 0, + "n_pred": 760, + "n_ref": 181 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.7853448275862069, + "FN": 2299, + "FP": 191, + "IoU": 0.6465578424414479, + "TN": 140411, + "TP": 4555, + "n_pred": 4746, + "n_ref": 6854 + }, + "5": { + "Dice": 0.0011862396204033216, + "FN": 3368, + "FP": 0, + "IoU": 0.0005934718100890207, + "TN": 144086, + "TP": 2, + "n_pred": 2, + "n_ref": 3370 + }, + "6": { + "Dice": 0.9168501742160279, + "FN": 120, + "FP": 2863, + "IoU": 0.8464666220598075, + "TN": 128027, + "TP": 16446, + "n_pred": 19309, + "n_ref": 16566 + }, + "7": { + "Dice": 0.8798197119616888, + "FN": 2453, + "FP": 960, + "IoU": 0.7854268829372564, + "TN": 131550, + "TP": 12493, + "n_pred": 13453, + "n_ref": 14946 + }, + "8": { + "Dice": 0.9467877450564373, + "FN": 181, + "FP": 446, + "IoU": 0.8989524576954069, + "TN": 141251, + "TP": 5578, + "n_pred": 6024, + "n_ref": 5759 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 630, + "IoU": 0.0, + "TN": 146826, + "TP": 0, + "n_pred": 630, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0281.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0281.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 10939, + "FP": 17, + "IoU": 0.0, + "TN": 185652, + "TP": 0, + "n_pred": 17, + "n_ref": 10939 + }, + "10": { + "Dice": 0.5200288704438831, + "FN": 2454, + "FP": 2866, + "IoU": 0.35137771275298707, + "TN": 188406, + "TP": 2882, + "n_pred": 5748, + "n_ref": 5336 + }, + "11": { + "Dice": 0.0784313725490196, + "FN": 1298, + "FP": 1099, + "IoU": 0.04081632653061224, + "TN": 194109, + "TP": 102, + "n_pred": 1201, + "n_ref": 1400 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.3589638157894737, + "FN": 203, + "FP": 2915, + "IoU": 0.21874216988223502, + "TN": 192617, + "TP": 873, + "n_pred": 3788, + "n_ref": 1076 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 536, + "IoU": 0.0, + "TN": 196072, + "TP": 0, + "n_pred": 536, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.6098364732947833, + "FN": 856, + "FP": 5419, + "IoU": 0.4386796672332051, + "TN": 185429, + "TP": 4904, + "n_pred": 10323, + "n_ref": 5760 + }, + "3": { + "Dice": 0.6677532924762029, + "FN": 4147, + "FP": 949, + "IoU": 0.5012234511108936, + "TN": 186391, + "TP": 5121, + "n_pred": 6070, + "n_ref": 9268 + }, + "4": { + "Dice": 0.015891032917139614, + "FN": 7742, + "FP": 61, + "IoU": 0.008009153318077803, + "TN": 188742, + "TP": 63, + "n_pred": 124, + "n_ref": 7805 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.5301236430422092, + "FN": 1881, + "FP": 12446, + "IoU": 0.3606586639296711, + "TN": 174199, + "TP": 8082, + "n_pred": 20528, + "n_ref": 9963 + }, + "7": { + "Dice": 0.42684036029692224, + "FN": 8424, + "FP": 11111, + "IoU": 0.2713267932410758, + "TN": 169799, + "TP": 7274, + "n_pred": 18385, + "n_ref": 15698 + }, + "8": { + "Dice": 0.054333764553686936, + "FN": 5848, + "FP": 0, + "IoU": 0.027925531914893616, + "TN": 190592, + "TP": 168, + "n_pred": 168, + "n_ref": 6016 + }, + "9": { + "Dice": 0.02740714028128381, + "FN": 460, + "FP": 4934, + "IoU": 0.013893967093235832, + "TN": 191138, + "TP": 76, + "n_pred": 5010, + "n_ref": 536 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0330.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0330.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8243286616026533, + "FN": 1106, + "FP": 2178, + "IoU": 0.7011557011557011, + "TN": 169235, + "TP": 7705, + "n_pred": 9883, + "n_ref": 8811 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 180223, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "14": { + "Dice": 0.17462600690448793, + "FN": 2611, + "FP": 3127, + "IoU": 0.09566587864460205, + "TN": 173879, + "TP": 607, + "n_pred": 3734, + "n_ref": 3218 + }, + "15": { + "Dice": 0.4835272265128556, + "FN": 3385, + "FP": 1898, + "IoU": 0.31884992264053635, + "TN": 172468, + "TP": 2473, + "n_pred": 4371, + "n_ref": 5858 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 565, + "IoU": 0.0, + "TN": 179659, + "TP": 0, + "n_pred": 565, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1757, + "IoU": 0.0, + "TN": 178467, + "TP": 0, + "n_pred": 1757, + "n_ref": 0 + }, + "5": { + "Dice": 0.8146788990825689, + "FN": 1181, + "FP": 31, + "IoU": 0.6873065015479877, + "TN": 176348, + "TP": 2664, + "n_pred": 2695, + "n_ref": 3845 + }, + "6": { + "Dice": 0.23436973846671905, + "FN": 9914, + "FP": 24191, + "IoU": 0.13273998728544184, + "TN": 140899, + "TP": 5220, + "n_pred": 29411, + "n_ref": 15134 + }, + "7": { + "Dice": 0.18242451554754394, + "FN": 849, + "FP": 17293, + "IoU": 0.10036695427948031, + "TN": 160058, + "TP": 2024, + "n_pred": 19317, + "n_ref": 2873 + }, + "8": { + "Dice": 0.9476699770817418, + "FN": 258, + "FP": 16, + "IoU": 0.9005444646098003, + "TN": 177469, + "TP": 2481, + "n_pred": 2497, + "n_ref": 2739 + }, + "9": { + "Dice": 0.9686039719626168, + "FN": 403, + "FP": 27, + "IoU": 0.9391193543819907, + "TN": 173161, + "TP": 6633, + "n_pred": 6660, + "n_ref": 7036 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0349.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0349.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6440677966101694, + "FN": 20, + "FP": 1, + "IoU": 0.475, + "TN": 163800, + "TP": 19, + "n_pred": 20, + "n_ref": 39 + }, + "10": { + "Dice": 0.5187659658086068, + "FN": 4840, + "FP": 58, + "IoU": 0.35022552401167417, + "TN": 156302, + "TP": 2640, + "n_pred": 2698, + "n_ref": 7480 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 25, + "IoU": 0.0, + "TN": 163815, + "TP": 0, + "n_pred": 25, + "n_ref": 0 + }, + "13": { + "Dice": 0.6753860858192062, + "FN": 737, + "FP": 5716, + "IoU": 0.5098739176667173, + "TN": 150674, + "TP": 6713, + "n_pred": 12429, + "n_ref": 7450 + }, + "14": { + "Dice": 0.8090567612687813, + "FN": 1061, + "FP": 769, + "IoU": 0.6793411599789732, + "TN": 158133, + "TP": 3877, + "n_pred": 4646, + "n_ref": 4938 + }, + "15": { + "Dice": 0.8989785399681379, + "FN": 314, + "FP": 1842, + "IoU": 0.8164950208528385, + "TN": 152091, + "TP": 9593, + "n_pred": 11435, + "n_ref": 9907 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 163838, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "3": { + "Dice": 0.9713177334819033, + "FN": 239, + "FP": 456, + "IoU": 0.9442349354088101, + "TN": 151377, + "TP": 11768, + "n_pred": 12224, + "n_ref": 12007 + }, + "4": { + "Dice": 0.9503887070376432, + "FN": 118, + "FP": 852, + "IoU": 0.9054673033817366, + "TN": 153579, + "TP": 9291, + "n_pred": 10143, + "n_ref": 9409 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9335384220983144, + "FN": 532, + "FP": 505, + "IoU": 0.8753605769230769, + "TN": 155520, + "TP": 7283, + "n_pred": 7788, + "n_ref": 7815 + }, + "7": { + "Dice": 0.41251885369532426, + "FN": 1415, + "FP": 143, + "IoU": 0.25985748218527316, + "TN": 161735, + "TP": 547, + "n_pred": 690, + "n_ref": 1962 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8764787217698571, + "FN": 161, + "FP": 1447, + "IoU": 0.7801175987966634, + "TN": 156527, + "TP": 5705, + "n_pred": 7152, + "n_ref": 5866 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0358.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0358.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1657, + "IoU": 0.0, + "TN": 178567, + "TP": 0, + "n_pred": 1657, + "n_ref": 0 + }, + "10": { + "Dice": 0.6821540462256901, + "FN": 1312, + "FP": 4065, + "IoU": 0.5176280613618014, + "TN": 169077, + "TP": 5770, + "n_pred": 9835, + "n_ref": 7082 + }, + "11": { + "Dice": 0.7490636704119851, + "FN": 26, + "FP": 41, + "IoU": 0.5988023952095808, + "TN": 180057, + "TP": 100, + "n_pred": 141, + "n_ref": 126 + }, + "12": { + "Dice": 0.7916583912611718, + "FN": 964, + "FP": 85, + "IoU": 0.6551610782380013, + "TN": 177182, + "TP": 1993, + "n_pred": 2078, + "n_ref": 2957 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1533, + "IoU": 0.0, + "TN": 178691, + "TP": 0, + "n_pred": 1533, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9699356702113693, + "FN": 393, + "FP": 65, + "IoU": 0.9416263063981647, + "TN": 172378, + "TP": 7388, + "n_pred": 7453, + "n_ref": 7781 + }, + "4": { + "Dice": 0.9221848739495798, + "FN": 97, + "FP": 829, + "IoU": 0.855605800717293, + "TN": 173811, + "TP": 5487, + "n_pred": 6316, + "n_ref": 5584 + }, + "5": { + "Dice": 0.9358108108108109, + "FN": 259, + "FP": 273, + "IoU": 0.8793650793650793, + "TN": 175814, + "TP": 3878, + "n_pred": 4151, + "n_ref": 4137 + }, + "6": { + "Dice": 0.929958167971683, + "FN": 568, + "FP": 2697, + "IoU": 0.8690858059342422, + "TN": 155284, + "TP": 21675, + "n_pred": 24372, + "n_ref": 22243 + }, + "7": { + "Dice": 0.947336204446582, + "FN": 2338, + "FP": 71, + "IoU": 0.8999418508057817, + "TN": 156148, + "TP": 21667, + "n_pred": 21738, + "n_ref": 24005 + }, + "8": { + "Dice": 0.9776094830424761, + "FN": 170, + "FP": 102, + "IoU": 0.9561996779388083, + "TN": 174014, + "TP": 5938, + "n_pred": 6040, + "n_ref": 6108 + }, + "9": { + "Dice": 0.6899800171281758, + "FN": 2052, + "FP": 120, + "IoU": 0.5266942689039006, + "TN": 175635, + "TP": 2417, + "n_pred": 2537, + "n_ref": 4469 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0361.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0361.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.44854771784232367, + "FN": 5054, + "FP": 262, + "IoU": 0.2891147365605777, + "TN": 156362, + "TP": 2162, + "n_pred": 2424, + "n_ref": 7216 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 367, + "IoU": 0.0, + "TN": 163473, + "TP": 0, + "n_pred": 367, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 21, + "IoU": 0.0, + "TN": 163819, + "TP": 0, + "n_pred": 21, + "n_ref": 0 + }, + "14": { + "Dice": 0.03839869281045752, + "FN": 2432, + "FP": 2276, + "IoU": 0.019575177009579343, + "TN": 159038, + "TP": 94, + "n_pred": 2370, + "n_ref": 2526 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 163837, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "3": { + "Dice": 0.969666474985624, + "FN": 396, + "FP": 26, + "IoU": 0.9411190177201061, + "TN": 156673, + "TP": 6745, + "n_pred": 6771, + "n_ref": 7141 + }, + "4": { + "Dice": 0.678483390069257, + "FN": 2738, + "FP": 1, + "IoU": 0.5134126843133772, + "TN": 158211, + "TP": 2890, + "n_pred": 2891, + "n_ref": 5628 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6606246614912439, + "FN": 1528, + "FP": 7871, + "IoU": 0.49323340702000323, + "TN": 145293, + "TP": 9148, + "n_pred": 17019, + "n_ref": 10676 + }, + "7": { + "Dice": 0.7451333119177642, + "FN": 3961, + "FP": 6, + "IoU": 0.593794798279746, + "TN": 154074, + "TP": 5799, + "n_pred": 5805, + "n_ref": 9760 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9048741760092384, + "FN": 776, + "FP": 1201, + "IoU": 0.826274165202109, + "TN": 152460, + "TP": 9403, + "n_pred": 10604, + "n_ref": 10179 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0362.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0362.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9584487534626038, + "FN": 11, + "FP": 709, + "IoU": 0.9202127659574468, + "TN": 154816, + "TP": 8304, + "n_pred": 9013, + "n_ref": 8315 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.721383475157837, + "FN": 378, + "FP": 637, + "IoU": 0.5641906397595534, + "TN": 161511, + "TP": 1314, + "n_pred": 1951, + "n_ref": 1692 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 163838, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8641960761208979, + "FN": 15, + "FP": 2290, + "IoU": 0.7608673098869178, + "TN": 154201, + "TP": 7334, + "n_pred": 9624, + "n_ref": 7349 + }, + "15": { + "Dice": 0.779261507334345, + "FN": 141, + "FP": 4223, + "IoU": 0.6383525316980194, + "TN": 151773, + "TP": 7703, + "n_pred": 11926, + "n_ref": 7844 + }, + "2": { + "Dice": 0.94989816700611, + "FN": 5, + "FP": 118, + "IoU": 0.9045771916214119, + "TN": 162551, + "TP": 1166, + "n_pred": 1284, + "n_ref": 1171 + }, + "3": { + "Dice": 0.9814945251969008, + "FN": 204, + "FP": 85, + "IoU": 0.9636615113793537, + "TN": 155887, + "TP": 7664, + "n_pred": 7749, + "n_ref": 7868 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7342228633249188, + "FN": 663, + "FP": 74, + "IoU": 0.58005698005698, + "TN": 162085, + "TP": 1018, + "n_pred": 1092, + "n_ref": 1681 + }, + "6": { + "Dice": 0.9551042223409941, + "FN": 374, + "FP": 130, + "IoU": 0.9140664961636829, + "TN": 157975, + "TP": 5361, + "n_pred": 5491, + "n_ref": 5735 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9155709342560554, + "FN": 221, + "FP": 511, + "IoU": 0.8442884492661136, + "TN": 159139, + "TP": 3969, + "n_pred": 4480, + "n_ref": 4190 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0367.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0367.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 128, + "IoU": 0.0, + "TN": 180096, + "TP": 0, + "n_pred": 128, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 58, + "FP": 0, + "IoU": 0.0, + "TN": 180166, + "TP": 0, + "n_pred": 0, + "n_ref": 58 + }, + "15": { + "Dice": 0.9080203407975734, + "FN": 1958, + "FP": 104, + "IoU": 0.8315359477124183, + "TN": 167984, + "TP": 10178, + "n_pred": 10282, + "n_ref": 12136 + }, + "2": { + "Dice": 0.9739067407586374, + "FN": 365, + "FP": 283, + "IoU": 0.9491405698139863, + "TN": 167483, + "TP": 12093, + "n_pred": 12376, + "n_ref": 12458 + }, + "3": { + "Dice": 0.9639557146424707, + "FN": 400, + "FP": 33, + "IoU": 0.9304194118592318, + "TN": 174001, + "TP": 5790, + "n_pred": 5823, + "n_ref": 6190 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 627, + "IoU": 0.0, + "TN": 179597, + "TP": 0, + "n_pred": 627, + "n_ref": 0 + }, + "5": { + "Dice": 0.6538830297219559, + "FN": 609, + "FP": 835, + "IoU": 0.48575498575498577, + "TN": 177416, + "TP": 1364, + "n_pred": 2199, + "n_ref": 1973 + }, + "6": { + "Dice": 0.9479933379895772, + "FN": 851, + "FP": 1085, + "IoU": 0.9011286451151627, + "TN": 160643, + "TP": 17645, + "n_pred": 18730, + "n_ref": 18496 + }, + "7": { + "Dice": 0.31736526946107785, + "FN": 165, + "FP": 747, + "IoU": 0.18861209964412812, + "TN": 179100, + "TP": 212, + "n_pred": 959, + "n_ref": 377 + }, + "8": { + "Dice": 0.9555186853124753, + "FN": 413, + "FP": 150, + "IoU": 0.9148260211800302, + "TN": 173614, + "TP": 6047, + "n_pred": 6197, + "n_ref": 6460 + }, + "9": { + "Dice": 0.0, + "FN": 15, + "FP": 99, + "IoU": 0.0, + "TN": 180110, + "TP": 0, + "n_pred": 99, + "n_ref": 15 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0374.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0374.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.4858490566037736, + "FN": 107, + "FP": 329, + "IoU": 0.32087227414330216, + "TN": 163198, + "TP": 206, + "n_pred": 535, + "n_ref": 313 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9515706806282722, + "FN": 153, + "FP": 513, + "IoU": 0.9076154806491885, + "TN": 156631, + "TP": 6543, + "n_pred": 7056, + "n_ref": 6696 + }, + "15": { + "Dice": 0.8280750682702922, + "FN": 2836, + "FP": 123, + "IoU": 0.7065939514129896, + "TN": 153755, + "TP": 7126, + "n_pred": 7249, + "n_ref": 9962 + }, + "2": { + "Dice": 0.8970898850035203, + "FN": 1485, + "FP": 269, + "IoU": 0.8133844025960209, + "TN": 154441, + "TP": 7645, + "n_pred": 7914, + "n_ref": 9130 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 163838, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 54, + "IoU": 0.0, + "TN": 163786, + "TP": 0, + "n_pred": 54, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8453063023358308, + "FN": 331, + "FP": 20, + "IoU": 0.73206106870229, + "TN": 162530, + "TP": 959, + "n_pred": 979, + "n_ref": 1290 + }, + "7": { + "Dice": 0.5091858037578288, + "FN": 4702, + "FP": 0, + "IoU": 0.3415488026886991, + "TN": 156699, + "TP": 2439, + "n_pred": 2439, + "n_ref": 7141 + }, + "8": { + "Dice": 0.9792974715764466, + "FN": 178, + "FP": 66, + "IoU": 0.9594347464671654, + "TN": 157825, + "TP": 5771, + "n_pred": 5837, + "n_ref": 5949 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0378.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0378.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8157431382703263, + "FN": 3065, + "FP": 493, + "IoU": 0.6888228091656463, + "TN": 185174, + "TP": 7876, + "n_pred": 8369, + "n_ref": 10941 + }, + "10": { + "Dice": 0.8834509446847257, + "FN": 805, + "FP": 219, + "IoU": 0.7912334352701326, + "TN": 191703, + "TP": 3881, + "n_pred": 4100, + "n_ref": 4686 + }, + "11": { + "Dice": 0.5402298850574713, + "FN": 51, + "FP": 29, + "IoU": 0.3700787401574803, + "TN": 196481, + "TP": 47, + "n_pred": 76, + "n_ref": 98 + }, + "12": { + "Dice": 0.7582150101419878, + "FN": 376, + "FP": 816, + "IoU": 0.6105847762169225, + "TN": 193547, + "TP": 1869, + "n_pred": 2685, + "n_ref": 2245 + }, + "13": { + "Dice": 0.7761194029850746, + "FN": 102, + "FP": 3, + "IoU": 0.6341463414634146, + "TN": 196321, + "TP": 182, + "n_pred": 185, + "n_ref": 284 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 638, + "IoU": 0.0, + "TN": 195970, + "TP": 0, + "n_pred": 638, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9658402997982127, + "FN": 221, + "FP": 253, + "IoU": 0.9339372822299652, + "TN": 189433, + "TP": 6701, + "n_pred": 6954, + "n_ref": 6922 + }, + "3": { + "Dice": 0.7700084245998315, + "FN": 232, + "FP": 41, + "IoU": 0.626027397260274, + "TN": 195878, + "TP": 457, + "n_pred": 498, + "n_ref": 689 + }, + "4": { + "Dice": 0.6474641148325359, + "FN": 45, + "FP": 3639, + "IoU": 0.4787038347247771, + "TN": 189541, + "TP": 3383, + "n_pred": 7022, + "n_ref": 3428 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8428722280887012, + "FN": 908, + "FP": 8020, + "IoU": 0.7284175944515423, + "TN": 163734, + "TP": 23946, + "n_pred": 31966, + "n_ref": 24854 + }, + "7": { + "Dice": 0.3482904591338326, + "FN": 10006, + "FP": 1, + "IoU": 0.21086665089503984, + "TN": 183927, + "TP": 2674, + "n_pred": 2675, + "n_ref": 12680 + }, + "8": { + "Dice": 0.9724910296835925, + "FN": 386, + "FP": 120, + "IoU": 0.9464550264550264, + "TN": 187158, + "TP": 8944, + "n_pred": 9064, + "n_ref": 9330 + }, + "9": { + "Dice": 0.9771436617074201, + "FN": 233, + "FP": 254, + "IoU": 0.9553088005873176, + "TN": 185711, + "TP": 10410, + "n_pred": 10664, + "n_ref": 10643 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0391.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0391.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 180216, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "10": { + "Dice": 0.8786785646478071, + "FN": 632, + "FP": 1285, + "IoU": 0.783609888249238, + "TN": 171365, + "TP": 6942, + "n_pred": 8227, + "n_ref": 7574 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 2317, + "IoU": 0.0, + "TN": 177907, + "TP": 0, + "n_pred": 2317, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 53, + "IoU": 0.0, + "TN": 180171, + "TP": 0, + "n_pred": 53, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.4178609891475437, + "FN": 6890, + "FP": 137, + "IoU": 0.26411142528013404, + "TN": 170675, + "TP": 2522, + "n_pred": 2659, + "n_ref": 9412 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 6484, + "IoU": 0.0, + "TN": 173740, + "TP": 0, + "n_pred": 6484, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 180218, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "5": { + "Dice": 0.6621233859397417, + "FN": 1197, + "FP": 3513, + "IoU": 0.4949061662198391, + "TN": 170899, + "TP": 4615, + "n_pred": 8128, + "n_ref": 5812 + }, + "6": { + "Dice": 0.9624230644638808, + "FN": 470, + "FP": 458, + "IoU": 0.9275679050889791, + "TN": 167412, + "TP": 11884, + "n_pred": 12342, + "n_ref": 12354 + }, + "7": { + "Dice": 0.4571501662829368, + "FN": 3407, + "FP": 837, + "IoU": 0.2963024374067319, + "TN": 174193, + "TP": 1787, + "n_pred": 2624, + "n_ref": 5194 + }, + "8": { + "Dice": 0.9227277416692459, + "FN": 233, + "FP": 516, + "IoU": 0.8565408925493201, + "TN": 175003, + "TP": 4472, + "n_pred": 4988, + "n_ref": 4705 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 993, + "IoU": 0.0, + "TN": 179231, + "TP": 0, + "n_pred": 993, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0392.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0392.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": 0.5922248894190189, + "FN": 849.0822222222221, + "FP": 692.0244444444444, + "IoU": 0.5044603053507274, + "TN": 157564.01111111112, + "TP": 3096.482222222223, + "n_pred": 3788.506666666666, + "n_ref": 3945.5644444444433 + }, + "mean": { + "1": { + "Dice": 0.6624807814625748, + "FN": 927.8333333333334, + "FP": 242.26666666666668, + "IoU": 0.6198704255420922, + "TN": 155866.86666666667, + "TP": 5164.633333333333, + "n_pred": 5406.9, + "n_ref": 6092.466666666666 + }, + "10": { + "Dice": 0.528000110868905, + "FN": 1463.5666666666666, + "FP": 794.9333333333333, + "IoU": 0.436281411909004, + "TN": 156658.8, + "TP": 3284.3, + "n_pred": 4079.233333333333, + "n_ref": 4747.866666666667 + }, + "11": { + "Dice": 0.5133876765741057, + "FN": 221.3, + "FP": 117.76666666666667, + "IoU": 0.39630604398277924, + "TN": 161504.13333333333, + "TP": 358.4, + "n_pred": 476.1666666666667, + "n_ref": 579.7 + }, + "12": { + "Dice": 0.396765629454529, + "FN": 358.46666666666664, + "FP": 145.33333333333334, + "IoU": 0.30108933483679756, + "TN": 161259.2, + "TP": 438.6, + "n_pred": 583.9333333333333, + "n_ref": 797.0666666666667 + }, + "13": { + "Dice": 0.40812991185059544, + "FN": 2478.9666666666667, + "FP": 1433.6, + "IoU": 0.293060396961684, + "TN": 156067.53333333333, + "TP": 2221.5, + "n_pred": 3655.1, + "n_ref": 4700.466666666666 + }, + "14": { + "Dice": 0.7868662248602062, + "FN": 466.43333333333334, + "FP": 1134.7666666666667, + "IoU": 0.6689501869879548, + "TN": 157571.63333333333, + "TP": 3028.766666666667, + "n_pred": 4163.533333333334, + "n_ref": 3495.2 + }, + "15": { + "Dice": 0.5160779466156806, + "FN": 718.0333333333333, + "FP": 901.8666666666667, + "IoU": 0.4133917602008904, + "TN": 158483.7, + "TP": 2098.0, + "n_pred": 2999.866666666667, + "n_ref": 2816.0333333333333 + }, + "2": { + "Dice": 0.5215204488509876, + "FN": 1015.2666666666667, + "FP": 309.3333333333333, + "IoU": 0.44751175071287, + "TN": 158113.53333333333, + "TP": 2763.4666666666667, + "n_pred": 3072.8, + "n_ref": 3778.733333333333 + }, + "3": { + "Dice": 0.7087963292374712, + "FN": 392.76666666666665, + "FP": 325.6, + "IoU": 0.6580072973973826, + "TN": 156862.66666666666, + "TP": 4620.566666666667, + "n_pred": 4946.166666666667, + "n_ref": 5013.333333333333 + }, + "4": { + "Dice": 0.45032585787608487, + "FN": 496.73333333333335, + "FP": 606.2666666666667, + "IoU": 0.4005536781171195, + "TN": 158770.1, + "TP": 2328.5, + "n_pred": 2934.766666666667, + "n_ref": 2825.233333333333 + }, + "5": { + "Dice": 0.5627570897102067, + "FN": 448.23333333333335, + "FP": 325.03333333333336, + "IoU": 0.4559172733170851, + "TN": 160246.73333333334, + "TP": 1181.6, + "n_pred": 1506.6333333333334, + "n_ref": 1629.8333333333333 + }, + "6": { + "Dice": 0.7620568494789762, + "FN": 1420.0333333333333, + "FP": 2083.4666666666667, + "IoU": 0.6640456417479543, + "TN": 149910.33333333334, + "TP": 8787.766666666666, + "n_pred": 10871.233333333334, + "n_ref": 10207.8 + }, + "7": { + "Dice": 0.49513763421479057, + "FN": 1598.4, + "FP": 803.8666666666667, + "IoU": 0.40794280728653476, + "TN": 156784.8, + "TP": 3014.5333333333333, + "n_pred": 3818.4, + "n_ref": 4612.933333333333 + }, + "8": { + "Dice": 0.9068538165159339, + "FN": 272.0, + "FP": 427.7, + "IoU": 0.8391073421487983, + "TN": 156763.3, + "TP": 4738.6, + "n_pred": 5166.3, + "n_ref": 5010.6 + }, + "9": { + "Dice": 0.6642170337142352, + "FN": 458.2, + "FP": 728.5666666666667, + "IoU": 0.564869229111965, + "TN": 158596.83333333334, + "TP": 2418.0, + "n_pred": 3146.5666666666666, + "n_ref": 2876.2 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.699594046008119, + "FN": 4398, + "FP": 42, + "IoU": 0.5379812695109261, + "TN": 121462, + "TP": 5170, + "n_pred": 5212, + "n_ref": 9568 + }, + "10": { + "Dice": 0.0, + "FN": 6532, + "FP": 0, + "IoU": 0.0, + "TN": 124540, + "TP": 0, + "n_pred": 0, + "n_ref": 6532 + }, + "11": { + "Dice": 0.5726265348906858, + "FN": 951, + "FP": 476, + "IoU": 0.40117498950902225, + "TN": 128689, + "TP": 956, + "n_pred": 1432, + "n_ref": 1907 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 3059, + "IoU": 0.0, + "TN": 128013, + "TP": 0, + "n_pred": 3059, + "n_ref": 0 + }, + "14": { + "Dice": 0.6529095440038474, + "FN": 64, + "FP": 7875, + "IoU": 0.4846812930027262, + "TN": 115666, + "TP": 7467, + "n_pred": 15342, + "n_ref": 7531 + }, + "15": { + "Dice": 0.8088492758236511, + "FN": 1796, + "FP": 606, + "IoU": 0.6790486370924639, + "TN": 123588, + "TP": 5082, + "n_pred": 5688, + "n_ref": 6878 + }, + "2": { + "Dice": 0.8832173240525909, + "FN": 377, + "FP": 76, + "IoU": 0.7908587257617729, + "TN": 128906, + "TP": 1713, + "n_pred": 1789, + "n_ref": 2090 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 20, + "IoU": 0.0, + "TN": 131052, + "TP": 0, + "n_pred": 20, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 168, + "FP": 0, + "IoU": 0.0, + "TN": 130904, + "TP": 0, + "n_pred": 0, + "n_ref": 168 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 49, + "IoU": 0.0, + "TN": 131023, + "TP": 0, + "n_pred": 49, + "n_ref": 0 + }, + "6": { + "Dice": 0.5492208640477746, + "FN": 444, + "FP": 4387, + "IoU": 0.37856959094417286, + "TN": 123298, + "TP": 2943, + "n_pred": 7330, + "n_ref": 3387 + }, + "7": { + "Dice": 0.2587763289869609, + "FN": 739, + "FP": 0, + "IoU": 0.14861751152073732, + "TN": 130204, + "TP": 129, + "n_pred": 129, + "n_ref": 868 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 22, + "FP": 9, + "IoU": 0.0, + "TN": 131041, + "TP": 0, + "n_pred": 9, + "n_ref": 22 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0005.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0005.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 664, + "IoU": 0.0, + "TN": 163176, + "TP": 0, + "n_pred": 664, + "n_ref": 0 + }, + "10": { + "Dice": 0.28450465707027944, + "FN": 995, + "FP": 695, + "IoU": 0.16584402764067127, + "TN": 161814, + "TP": 336, + "n_pred": 1031, + "n_ref": 1331 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7017630990812019, + "FN": 832, + "FP": 369, + "IoU": 0.5405508798775822, + "TN": 161226, + "TP": 1413, + "n_pred": 1782, + "n_ref": 2245 + }, + "13": { + "Dice": 0.6192772872300957, + "FN": 1021, + "FP": 4110, + "IoU": 0.44851676698194326, + "TN": 154536, + "TP": 4173, + "n_pred": 8283, + "n_ref": 5194 + }, + "14": { + "Dice": 0.9303838154660616, + "FN": 932, + "FP": 909, + "IoU": 0.8698295976808315, + "TN": 149697, + "TP": 12302, + "n_pred": 13211, + "n_ref": 13234 + }, + "15": { + "Dice": 0.8324772817068352, + "FN": 2291, + "FP": 253, + "IoU": 0.7130287648054145, + "TN": 154975, + "TP": 6321, + "n_pred": 6574, + "n_ref": 8612 + }, + "2": { + "Dice": 0.0, + "FN": 56, + "FP": 56, + "IoU": 0.0, + "TN": 163728, + "TP": 0, + "n_pred": 56, + "n_ref": 56 + }, + "3": { + "Dice": 0.9043782837127846, + "FN": 487, + "FP": 59, + "IoU": 0.8254475703324808, + "TN": 160712, + "TP": 2582, + "n_pred": 2641, + "n_ref": 3069 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.844930176077717, + "FN": 801, + "FP": 476, + "IoU": 0.7314970563498738, + "TN": 159084, + "TP": 3479, + "n_pred": 3955, + "n_ref": 4280 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 163838, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "8": { + "Dice": 0.6164383561643836, + "FN": 14, + "FP": 994, + "IoU": 0.44554455445544555, + "TN": 162022, + "TP": 810, + "n_pred": 1804, + "n_ref": 824 + }, + "9": { + "Dice": 0.7720225762663427, + "FN": 593, + "FP": 2598, + "IoU": 0.628694437979986, + "TN": 155246, + "TP": 5403, + "n_pred": 8001, + "n_ref": 5996 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0035.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0035.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 105, + "IoU": 0.0, + "TN": 180119, + "TP": 0, + "n_pred": 105, + "n_ref": 0 + }, + "10": { + "Dice": 0.3202605509567105, + "FN": 8983, + "FP": 1035, + "IoU": 0.19066084989497495, + "TN": 167846, + "TP": 2360, + "n_pred": 3395, + "n_ref": 11343 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 24, + "IoU": 0.0, + "TN": 180200, + "TP": 0, + "n_pred": 24, + "n_ref": 0 + }, + "13": { + "Dice": 0.0050990390272602475, + "FN": 4234, + "FP": 839, + "IoU": 0.0025560361777428233, + "TN": 175138, + "TP": 13, + "n_pred": 852, + "n_ref": 4247 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9357031265851036, + "FN": 2217, + "FP": 952, + "IoU": 0.8791749275583346, + "TN": 153996, + "TP": 23059, + "n_pred": 24011, + "n_ref": 25276 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 34, + "IoU": 0.0, + "TN": 180190, + "TP": 0, + "n_pred": 34, + "n_ref": 0 + }, + "4": { + "Dice": 0.08307692307692308, + "FN": 2627, + "FP": 949, + "IoU": 0.04333868378812199, + "TN": 176486, + "TP": 162, + "n_pred": 1111, + "n_ref": 2789 + }, + "5": { + "Dice": 0.0, + "FN": 15, + "FP": 4, + "IoU": 0.0, + "TN": 180205, + "TP": 0, + "n_pred": 4, + "n_ref": 15 + }, + "6": { + "Dice": 0.6728761085165555, + "FN": 971, + "FP": 11497, + "IoU": 0.5070183069075956, + "TN": 154933, + "TP": 12823, + "n_pred": 24320, + "n_ref": 13794 + }, + "7": { + "Dice": 0.0019537609899055682, + "FN": 3043, + "FP": 22, + "IoU": 0.0009778357235984355, + "TN": 177156, + "TP": 3, + "n_pred": 25, + "n_ref": 3046 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.759146860287027, + "FN": 4313, + "FP": 4179, + "IoU": 0.6117942857142857, + "TN": 158349, + "TP": 13383, + "n_pred": 17562, + "n_ref": 17696 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0049.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0049.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9837014470677837, + "FN": 59, + "FP": 262, + "IoU": 0.967925659472422, + "TN": 153832, + "TP": 9687, + "n_pred": 9949, + "n_ref": 9746 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.7314623338257016, + "FN": 628, + "FP": 281, + "IoU": 0.5766185374941779, + "TN": 161693, + "TP": 1238, + "n_pred": 1519, + "n_ref": 1866 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8181818181818182, + "FN": 74, + "FP": 118, + "IoU": 0.6923076923076923, + "TN": 163216, + "TP": 432, + "n_pred": 550, + "n_ref": 506 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8436794582392777, + "FN": 554, + "FP": 1662, + "IoU": 0.7296242069302099, + "TN": 155644, + "TP": 5980, + "n_pred": 7642, + "n_ref": 6534 + }, + "5": { + "Dice": 0.821273439983049, + "FN": 79, + "FP": 1608, + "IoU": 0.6967463598777638, + "TN": 158277, + "TP": 3876, + "n_pred": 5484, + "n_ref": 3955 + }, + "6": { + "Dice": 0.9738366093216944, + "FN": 828, + "FP": 1327, + "IoU": 0.9490073590307849, + "TN": 121579, + "TP": 40106, + "n_pred": 41433, + "n_ref": 40934 + }, + "7": { + "Dice": 0.8628851625401054, + "FN": 220, + "FP": 2045, + "IoU": 0.7588373083475298, + "TN": 154448, + "TP": 7127, + "n_pred": 9172, + "n_ref": 7347 + }, + "8": { + "Dice": 0.9464230411892227, + "FN": 53, + "FP": 293, + "IoU": 0.8982951205173427, + "TN": 160438, + "TP": 3056, + "n_pred": 3349, + "n_ref": 3109 + }, + "9": { + "Dice": 0.26058631921824105, + "FN": 187, + "FP": 40, + "IoU": 0.149812734082397, + "TN": 163573, + "TP": 40, + "n_pred": 80, + "n_ref": 227 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0054.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0054.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9581519919651824, + "FN": 137, + "FP": 488, + "IoU": 0.9196658097686375, + "TN": 156060, + "TP": 7155, + "n_pred": 7643, + "n_ref": 7292 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0748663101604278, + "FN": 669, + "FP": 23, + "IoU": 0.03888888888888889, + "TN": 163120, + "TP": 28, + "n_pred": 51, + "n_ref": 697 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.40954887900517384, + "FN": 0, + "FP": 6505, + "IoU": 0.25750485104440135, + "TN": 155079, + "TP": 2256, + "n_pred": 8761, + "n_ref": 2256 + }, + "15": { + "Dice": 0.7075263544986516, + "FN": 4631, + "FP": 141, + "IoU": 0.5474203338391502, + "TN": 153296, + "TP": 5772, + "n_pred": 5913, + "n_ref": 10403 + }, + "2": { + "Dice": 0.38380687597477453, + "FN": 18133, + "FP": 41, + "IoU": 0.23747587480070487, + "TN": 140006, + "TP": 5660, + "n_pred": 5701, + "n_ref": 23793 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 4343, + "IoU": 0.0, + "TN": 159497, + "TP": 0, + "n_pred": 4343, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9719890283434461, + "FN": 339, + "FP": 1346, + "IoU": 0.9455045278137129, + "TN": 132920, + "TP": 29235, + "n_pred": 30581, + "n_ref": 29574 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 4661, + "IoU": 0.0, + "TN": 159179, + "TP": 0, + "n_pred": 4661, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0058.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0058.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.5312601230968578, + "FN": 1413, + "FP": 34, + "IoU": 0.36171151301279225, + "TN": 161573, + "TP": 820, + "n_pred": 854, + "n_ref": 2233 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6656188605108055, + "FN": 278, + "FP": 573, + "IoU": 0.4988221436984688, + "TN": 162142, + "TP": 847, + "n_pred": 1420, + "n_ref": 1125 + }, + "13": { + "Dice": 0.6291519504742251, + "FN": 5433, + "FP": 3912, + "IoU": 0.458950903195924, + "TN": 146568, + "TP": 7927, + "n_pred": 11839, + "n_ref": 13360 + }, + "14": { + "Dice": 0.798941798941799, + "FN": 931, + "FP": 1349, + "IoU": 0.6651982378854625, + "TN": 157030, + "TP": 4530, + "n_pred": 5879, + "n_ref": 5461 + }, + "15": { + "Dice": 0.6868320956348487, + "FN": 1030, + "FP": 699, + "IoU": 0.5230344827586207, + "TN": 160215, + "TP": 1896, + "n_pred": 2595, + "n_ref": 2926 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9004739336492891, + "FN": 7, + "FP": 14, + "IoU": 0.8189655172413793, + "TN": 163724, + "TP": 95, + "n_pred": 109, + "n_ref": 102 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7378995433789954, + "FN": 812, + "FP": 336, + "IoU": 0.5846599131693199, + "TN": 161076, + "TP": 1616, + "n_pred": 1952, + "n_ref": 2428 + }, + "6": { + "Dice": 0.9307823299609336, + "FN": 677, + "FP": 14, + "IoU": 0.8705265130222972, + "TN": 158503, + "TP": 4646, + "n_pred": 4660, + "n_ref": 5323 + }, + "7": { + "Dice": 0.4137301442395472, + "FN": 1497, + "FP": 1714, + "IoU": 0.2608195211786372, + "TN": 159496, + "TP": 1133, + "n_pred": 2847, + "n_ref": 2630 + }, + "8": { + "Dice": 0.894018366840407, + "FN": 67, + "FP": 360, + "IoU": 0.8083482944344704, + "TN": 161612, + "TP": 1801, + "n_pred": 2161, + "n_ref": 1868 + }, + "9": { + "Dice": 0.7306812985825332, + "FN": 114, + "FP": 475, + "IoU": 0.5756484149855908, + "TN": 162452, + "TP": 799, + "n_pred": 1274, + "n_ref": 913 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0064.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0064.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 32, + "FP": 2048, + "IoU": 0.0, + "TN": 161760, + "TP": 0, + "n_pred": 2048, + "n_ref": 32 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 83, + "IoU": 0.0, + "TN": 163757, + "TP": 0, + "n_pred": 83, + "n_ref": 0 + }, + "12": { + "Dice": 0.8070671378091873, + "FN": 408, + "FP": 411, + "IoU": 0.6765402843601895, + "TN": 161308, + "TP": 1713, + "n_pred": 2124, + "n_ref": 2121 + }, + "13": { + "Dice": 0.7453119672690078, + "FN": 2104, + "FP": 1631, + "IoU": 0.5940217391304348, + "TN": 154640, + "TP": 5465, + "n_pred": 7096, + "n_ref": 7569 + }, + "14": { + "Dice": 0.8886313145948035, + "FN": 55, + "FP": 2251, + "IoU": 0.7995828263514688, + "TN": 152334, + "TP": 9200, + "n_pred": 11451, + "n_ref": 9255 + }, + "15": { + "Dice": 0.687007874015748, + "FN": 81, + "FP": 237, + "IoU": 0.5232383808095952, + "TN": 163173, + "TP": 349, + "n_pred": 586, + "n_ref": 430 + }, + "2": { + "Dice": 0.5232815964523282, + "FN": 59, + "FP": 156, + "IoU": 0.35435435435435436, + "TN": 163507, + "TP": 118, + "n_pred": 274, + "n_ref": 177 + }, + "3": { + "Dice": 0.9654033771106942, + "FN": 192, + "FP": 269, + "IoU": 0.9331205570868998, + "TN": 156947, + "TP": 6432, + "n_pred": 6701, + "n_ref": 6624 + }, + "4": { + "Dice": 0.9676805178732923, + "FN": 356, + "FP": 323, + "IoU": 0.9373847288823313, + "TN": 152996, + "TP": 10165, + "n_pred": 10488, + "n_ref": 10521 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9540168852546063, + "FN": 3020, + "FP": 444, + "IoU": 0.9120767551652368, + "TN": 124442, + "TP": 35934, + "n_pred": 36378, + "n_ref": 38954 + }, + "7": { + "Dice": 0.0, + "FN": 20, + "FP": 1, + "IoU": 0.0, + "TN": 163819, + "TP": 0, + "n_pred": 1, + "n_ref": 20 + }, + "8": { + "Dice": 0.959283104228293, + "FN": 354, + "FP": 114, + "IoU": 0.921752215348604, + "TN": 157859, + "TP": 5513, + "n_pred": 5627, + "n_ref": 5867 + }, + "9": { + "Dice": 0.8138874736152558, + "FN": 126, + "FP": 2431, + "IoU": 0.6861806578301424, + "TN": 155692, + "TP": 5591, + "n_pred": 8022, + "n_ref": 5717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0069.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0069.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8849102227710037, + "FN": 1199, + "FP": 1038, + "IoU": 0.7935775583648611, + "TN": 169387, + "TP": 8600, + "n_pred": 9638, + "n_ref": 9799 + }, + "10": { + "Dice": 0.7490502321654706, + "FN": 1602, + "FP": 776, + "IoU": 0.5987852201788426, + "TN": 174297, + "TP": 3549, + "n_pred": 4325, + "n_ref": 5151 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6752803947958725, + "FN": 1826, + "FP": 1793, + "IoU": 0.509753454348415, + "TN": 172842, + "TP": 3763, + "n_pred": 5556, + "n_ref": 5589 + }, + "14": { + "Dice": 0.5712652711295277, + "FN": 4308, + "FP": 1693, + "IoU": 0.3998399839983998, + "TN": 170225, + "TP": 3998, + "n_pred": 5691, + "n_ref": 8306 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 341, + "IoU": 0.0, + "TN": 179883, + "TP": 0, + "n_pred": 341, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1449, + "IoU": 0.0, + "TN": 178775, + "TP": 0, + "n_pred": 1449, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.29753283417208787, + "FN": 821, + "FP": 4902, + "IoU": 0.1747656813266042, + "TN": 173289, + "TP": 1212, + "n_pred": 6114, + "n_ref": 2033 + }, + "7": { + "Dice": 0.465311004784689, + "FN": 878, + "FP": 16, + "IoU": 0.30319563522992987, + "TN": 178941, + "TP": 389, + "n_pred": 405, + "n_ref": 1267 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 248, + "IoU": 0.0, + "TN": 179976, + "TP": 0, + "n_pred": 248, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0109.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0109.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.694909046514467, + "FN": 2363, + "FP": 136, + "IoU": 0.5324602432179607, + "TN": 142111, + "TP": 2846, + "n_pred": 2982, + "n_ref": 5209 + }, + "11": { + "Dice": 0.7106991116261104, + "FN": 322, + "FP": 427, + "IoU": 0.5512282804074295, + "TN": 145787, + "TP": 920, + "n_pred": 1347, + "n_ref": 1242 + }, + "12": { + "Dice": 0.6948616600790514, + "FN": 628, + "FP": 144, + "IoU": 0.532404603270745, + "TN": 145805, + "TP": 879, + "n_pred": 1023, + "n_ref": 1507 + }, + "13": { + "Dice": 0.3269193201797226, + "FN": 13553, + "FP": 229, + "IoU": 0.1953996146885399, + "TN": 130327, + "TP": 3347, + "n_pred": 3576, + "n_ref": 16900 + }, + "14": { + "Dice": 0.8185328185328186, + "FN": 1, + "FP": 46, + "IoU": 0.6928104575163399, + "TN": 147303, + "TP": 106, + "n_pred": 152, + "n_ref": 107 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8499599893304881, + "FN": 1173, + "FP": 1077, + "IoU": 0.7390699292589586, + "TN": 138833, + "TP": 6373, + "n_pred": 7450, + "n_ref": 7546 + }, + "3": { + "Dice": 0.9291856070978696, + "FN": 1182, + "FP": 111, + "IoU": 0.8677373158756138, + "TN": 137680, + "TP": 8483, + "n_pred": 8594, + "n_ref": 9665 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 147454, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "5": { + "Dice": 0.7057885504704194, + "FN": 1772, + "FP": 73, + "IoU": 0.5453425332676195, + "TN": 143398, + "TP": 2213, + "n_pred": 2286, + "n_ref": 3985 + }, + "6": { + "Dice": 0.8662605691426494, + "FN": 3451, + "FP": 962, + "IoU": 0.7640737770649559, + "TN": 128751, + "TP": 14292, + "n_pred": 15254, + "n_ref": 17743 + }, + "7": { + "Dice": 0.04926108374384237, + "FN": 1011, + "FP": 726, + "IoU": 0.025252525252525252, + "TN": 145674, + "TP": 45, + "n_pred": 771, + "n_ref": 1056 + }, + "8": { + "Dice": 0.9236869474778991, + "FN": 81, + "FP": 1093, + "IoU": 0.8581954342311874, + "TN": 139177, + "TP": 7105, + "n_pred": 8198, + "n_ref": 7186 + }, + "9": { + "Dice": 0.9562890276538805, + "FN": 340, + "FP": 52, + "IoU": 0.9162393162393162, + "TN": 142776, + "TP": 4288, + "n_pred": 4340, + "n_ref": 4628 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0127.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0127.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9685060092990613, + "FN": 134, + "FP": 225, + "IoU": 0.9389351930600442, + "TN": 190729, + "TP": 5520, + "n_pred": 5745, + "n_ref": 5654 + }, + "10": { + "Dice": 0.8812783554823945, + "FN": 2589, + "FP": 3325, + "IoU": 0.7877548090726385, + "TN": 168744, + "TP": 21950, + "n_pred": 25275, + "n_ref": 24539 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.575839766325892, + "FN": 1813, + "FP": 220, + "IoU": 0.4043363609727512, + "TN": 193195, + "TP": 1380, + "n_pred": 1600, + "n_ref": 3193 + }, + "13": { + "Dice": 0.31790900290416263, + "FN": 9158, + "FP": 1411, + "IoU": 0.1889963167587477, + "TN": 183576, + "TP": 2463, + "n_pred": 3874, + "n_ref": 11621 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 76, + "IoU": 0.0, + "TN": 196532, + "TP": 0, + "n_pred": 76, + "n_ref": 0 + }, + "2": { + "Dice": 0.8722647702407003, + "FN": 1851, + "FP": 17, + "IoU": 0.7734659228716954, + "TN": 188362, + "TP": 6378, + "n_pred": 6395, + "n_ref": 8229 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 150, + "IoU": 0.0, + "TN": 196458, + "TP": 0, + "n_pred": 150, + "n_ref": 0 + }, + "4": { + "Dice": 0.9557818744359933, + "FN": 441, + "FP": 245, + "IoU": 0.9153086419753086, + "TN": 188508, + "TP": 7414, + "n_pred": 7659, + "n_ref": 7855 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9731800766283525, + "FN": 294, + "FP": 105, + "IoU": 0.9477611940298507, + "TN": 188970, + "TP": 7239, + "n_pred": 7344, + "n_ref": 7533 + }, + "7": { + "Dice": 0.8359673024523161, + "FN": 902, + "FP": 603, + "IoU": 0.7181647940074907, + "TN": 191268, + "TP": 3835, + "n_pred": 4438, + "n_ref": 4737 + }, + "8": { + "Dice": 0.9700637984622935, + "FN": 62, + "FP": 304, + "IoU": 0.9418678526048284, + "TN": 190312, + "TP": 5930, + "n_pred": 6234, + "n_ref": 5992 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0131.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0131.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.988894061315422, + "FN": 388, + "FP": 113, + "IoU": 0.9780320968166272, + "TN": 173802, + "TP": 22305, + "n_pred": 22418, + "n_ref": 22693 + }, + "10": { + "Dice": 0.8242510025949517, + "FN": 476, + "FP": 3249, + "IoU": 0.7010433386837881, + "TN": 184148, + "TP": 8735, + "n_pred": 11984, + "n_ref": 9211 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8105187319884726, + "FN": 433, + "FP": 93, + "IoU": 0.681405208964264, + "TN": 194957, + "TP": 1125, + "n_pred": 1218, + "n_ref": 1558 + }, + "13": { + "Dice": 0.6389324257758273, + "FN": 7703, + "FP": 360, + "IoU": 0.46943475685990654, + "TN": 181411, + "TP": 7134, + "n_pred": 7494, + "n_ref": 14837 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 4, + "FP": 10, + "IoU": 0.0, + "TN": 196594, + "TP": 0, + "n_pred": 10, + "n_ref": 4 + }, + "3": { + "Dice": 0.9591854881735729, + "FN": 423, + "FP": 495, + "IoU": 0.9215719777872704, + "TN": 184903, + "TP": 10787, + "n_pred": 11282, + "n_ref": 11210 + }, + "4": { + "Dice": 0.9098858075040783, + "FN": 67, + "FP": 1314, + "IoU": 0.8346701783790255, + "TN": 188255, + "TP": 6972, + "n_pred": 8286, + "n_ref": 7039 + }, + "5": { + "Dice": 0.7470071827613727, + "FN": 292, + "FP": 25, + "IoU": 0.5961783439490446, + "TN": 195823, + "TP": 468, + "n_pred": 493, + "n_ref": 760 + }, + "6": { + "Dice": 0.9575109649122807, + "FN": 535, + "FP": 85, + "IoU": 0.9184854062582172, + "TN": 189002, + "TP": 6986, + "n_pred": 7071, + "n_ref": 7521 + }, + "7": { + "Dice": 0.6315136476426799, + "FN": 3114, + "FP": 1044, + "IoU": 0.4614687216681777, + "TN": 188887, + "TP": 3563, + "n_pred": 4607, + "n_ref": 6677 + }, + "8": { + "Dice": 0.9816062029543268, + "FN": 80, + "FP": 245, + "IoU": 0.9638768478381683, + "TN": 187611, + "TP": 8672, + "n_pred": 8917, + "n_ref": 8752 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 165, + "IoU": 0.0, + "TN": 196443, + "TP": 0, + "n_pred": 165, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0134.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0134.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4080030567230539, + "FN": 17001, + "FP": 42, + "IoU": 0.25628381916564846, + "TN": 140924, + "TP": 5873, + "n_pred": 5915, + "n_ref": 22874 + }, + "10": { + "Dice": 0.0, + "FN": 194, + "FP": 247, + "IoU": 0.0, + "TN": 163399, + "TP": 0, + "n_pred": 247, + "n_ref": 194 + }, + "11": { + "Dice": 0.745, + "FN": 663, + "FP": 255, + "IoU": 0.5936254980079682, + "TN": 161581, + "TP": 1341, + "n_pred": 1596, + "n_ref": 2004 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 118, + "IoU": 0.0, + "TN": 163722, + "TP": 0, + "n_pred": 118, + "n_ref": 0 + }, + "13": { + "Dice": 0.38017716064160884, + "FN": 93, + "FP": 2496, + "IoU": 0.23470292639668933, + "TN": 160457, + "TP": 794, + "n_pred": 3290, + "n_ref": 887 + }, + "14": { + "Dice": 0.8075186134505066, + "FN": 252, + "FP": 1325, + "IoU": 0.6771750255885364, + "TN": 158955, + "TP": 3308, + "n_pred": 4633, + "n_ref": 3560 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 98, + "IoU": 0.0, + "TN": 163742, + "TP": 0, + "n_pred": 98, + "n_ref": 0 + }, + "2": { + "Dice": 0.01834862385321101, + "FN": 11, + "FP": 1166, + "IoU": 0.009259259259259259, + "TN": 162652, + "TP": 11, + "n_pred": 1177, + "n_ref": 22 + }, + "3": { + "Dice": 0.9023131076097888, + "FN": 1295, + "FP": 162, + "IoU": 0.8220131932567799, + "TN": 155654, + "TP": 6729, + "n_pred": 6891, + "n_ref": 8024 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.5328105654147751, + "FN": 1737, + "FP": 527, + "IoU": 0.3631504922644163, + "TN": 160285, + "TP": 1291, + "n_pred": 1818, + "n_ref": 3028 + }, + "6": { + "Dice": 0.570347533632287, + "FN": 289, + "FP": 18107, + "IoU": 0.39894138404234464, + "TN": 133234, + "TP": 12210, + "n_pred": 30317, + "n_ref": 12499 + }, + "7": { + "Dice": 0.04780114722753346, + "FN": 617, + "FP": 6355, + "IoU": 0.024485798237022526, + "TN": 156693, + "TP": 175, + "n_pred": 6530, + "n_ref": 792 + }, + "8": { + "Dice": 0.7919249721824829, + "FN": 107, + "FP": 1202, + "IoU": 0.6555263157894737, + "TN": 160040, + "TP": 2491, + "n_pred": 3693, + "n_ref": 2598 + }, + "9": { + "Dice": 0.7993690851735016, + "FN": 2695, + "FP": 485, + "IoU": 0.6657908565423016, + "TN": 154325, + "TP": 6335, + "n_pred": 6820, + "n_ref": 9030 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0138.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0138.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.921497919556172, + "FN": 137, + "FP": 146, + "IoU": 0.8544238683127572, + "TN": 145512, + "TP": 1661, + "n_pred": 1807, + "n_ref": 1798 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7051914493774959, + "FN": 614, + "FP": 1896, + "IoU": 0.5446298984034833, + "TN": 141944, + "TP": 3002, + "n_pred": 4898, + "n_ref": 3616 + }, + "14": { + "Dice": 0.8414634146341463, + "FN": 48, + "FP": 82, + "IoU": 0.7263157894736842, + "TN": 146981, + "TP": 345, + "n_pred": 427, + "n_ref": 393 + }, + "15": { + "Dice": 0.9063302966596589, + "FN": 841, + "FP": 362, + "IoU": 0.8287056813327638, + "TN": 140433, + "TP": 5820, + "n_pred": 6182, + "n_ref": 6661 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6138613861386139, + "FN": 1479, + "FP": 42, + "IoU": 0.44285714285714284, + "TN": 144726, + "TP": 1209, + "n_pred": 1251, + "n_ref": 2688 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9407783417935702, + "FN": 1444, + "FP": 341, + "IoU": 0.8881789137380192, + "TN": 131493, + "TP": 14178, + "n_pred": 14519, + "n_ref": 15622 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0142.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0142.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 112, + "IoU": 0.0, + "TN": 147344, + "TP": 0, + "n_pred": 112, + "n_ref": 0 + }, + "10": { + "Dice": 0.5607023917650621, + "FN": 0, + "FP": 2902, + "IoU": 0.3895666806899453, + "TN": 142702, + "TP": 1852, + "n_pred": 4754, + "n_ref": 1852 + }, + "11": { + "Dice": 0.8164893617021277, + "FN": 561, + "FP": 267, + "IoU": 0.6898876404494382, + "TN": 144786, + "TP": 1842, + "n_pred": 2109, + "n_ref": 2403 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.807384697414023, + "FN": 2788, + "FP": 102, + "IoU": 0.6769866994523304, + "TN": 138509, + "TP": 6057, + "n_pred": 6159, + "n_ref": 8845 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.2679522963714793, + "FN": 130, + "FP": 2755, + "IoU": 0.1547026076765309, + "TN": 144043, + "TP": 528, + "n_pred": 3283, + "n_ref": 658 + }, + "3": { + "Dice": 0.8272638553598027, + "FN": 3293, + "FP": 70, + "IoU": 0.7054134548002803, + "TN": 136040, + "TP": 8053, + "n_pred": 8123, + "n_ref": 11346 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.919324101130733, + "FN": 149, + "FP": 486, + "IoU": 0.8506936280272749, + "TN": 143203, + "TP": 3618, + "n_pred": 4104, + "n_ref": 3767 + }, + "7": { + "Dice": 0.9581738778082932, + "FN": 926, + "FP": 3, + "IoU": 0.9197061365600692, + "TN": 135886, + "TP": 10641, + "n_pred": 10644, + "n_ref": 11567 + }, + "8": { + "Dice": 0.8473999905540075, + "FN": 1213, + "FP": 2018, + "IoU": 0.735207343058515, + "TN": 135254, + "TP": 8971, + "n_pred": 10989, + "n_ref": 10184 + }, + "9": { + "Dice": 0.9570469798657718, + "FN": 80, + "FP": 112, + "IoU": 0.9176319176319176, + "TN": 145125, + "TP": 2139, + "n_pred": 2251, + "n_ref": 2219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0159.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0159.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9142063216394581, + "FN": 1551, + "FP": 919, + "IoU": 0.8419705694177864, + "TN": 164594, + "TP": 13160, + "n_pred": 14079, + "n_ref": 14711 + }, + "10": { + "Dice": 0.45679340600904017, + "FN": 0, + "FP": 2043, + "IoU": 0.29600275671950377, + "TN": 177322, + "TP": 859, + "n_pred": 2902, + "n_ref": 859 + }, + "11": { + "Dice": 0.5535545023696683, + "FN": 512, + "FP": 430, + "IoU": 0.382699868938401, + "TN": 178698, + "TP": 584, + "n_pred": 1014, + "n_ref": 1096 + }, + "12": { + "Dice": 0.0, + "FN": 2, + "FP": 0, + "IoU": 0.0, + "TN": 180222, + "TP": 0, + "n_pred": 0, + "n_ref": 2 + }, + "13": { + "Dice": 0.19724529492166964, + "FN": 3569, + "FP": 4066, + "IoU": 0.10941327423305727, + "TN": 171651, + "TP": 938, + "n_pred": 5004, + "n_ref": 4507 + }, + "14": { + "Dice": 0.6606624055781523, + "FN": 51, + "FP": 6957, + "IoU": 0.4932754880694143, + "TN": 166394, + "TP": 6822, + "n_pred": 13779, + "n_ref": 6873 + }, + "15": { + "Dice": 0.801080971864424, + "FN": 5486, + "FP": 2390, + "IoU": 0.6681693701285022, + "TN": 156489, + "TP": 15859, + "n_pred": 18249, + "n_ref": 21345 + }, + "2": { + "Dice": 0.9372146118721462, + "FN": 1237, + "FP": 193, + "IoU": 0.8818474758324383, + "TN": 168121, + "TP": 10673, + "n_pred": 10866, + "n_ref": 11910 + }, + "3": { + "Dice": 0.5568250150330728, + "FN": 107, + "FP": 1367, + "IoU": 0.3858333333333333, + "TN": 177824, + "TP": 926, + "n_pred": 2293, + "n_ref": 1033 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 113, + "IoU": 0.0, + "TN": 180111, + "TP": 0, + "n_pred": 113, + "n_ref": 0 + }, + "5": { + "Dice": 0.8379346680716544, + "FN": 438, + "FP": 1100, + "IoU": 0.7210736307580704, + "TN": 174710, + "TP": 3976, + "n_pred": 5076, + "n_ref": 4414 + }, + "6": { + "Dice": 0.8999487871874855, + "FN": 607, + "FP": 1542, + "IoU": 0.8180971728457762, + "TN": 168410, + "TP": 9665, + "n_pred": 11207, + "n_ref": 10272 + }, + "7": { + "Dice": 0.729368182753653, + "FN": 3611, + "FP": 334, + "IoU": 0.5740200842241658, + "TN": 170963, + "TP": 5316, + "n_pred": 5650, + "n_ref": 8927 + }, + "8": { + "Dice": 0.9104108232964857, + "FN": 208, + "FP": 335, + "IoU": 0.8355542095699576, + "TN": 176922, + "TP": 2759, + "n_pred": 3094, + "n_ref": 2967 + }, + "9": { + "Dice": 0.7596317763382202, + "FN": 243, + "FP": 462, + "IoU": 0.6124244090159429, + "TN": 178405, + "TP": 1114, + "n_pred": 1576, + "n_ref": 1357 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0160.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0160.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 963, + "IoU": 0.0, + "TN": 146493, + "TP": 0, + "n_pred": 963, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 371, + "IoU": 0.0, + "TN": 147085, + "TP": 0, + "n_pred": 371, + "n_ref": 0 + }, + "11": { + "Dice": 0.7008136094674556, + "FN": 630, + "FP": 988, + "IoU": 0.5394249928835753, + "TN": 143943, + "TP": 1895, + "n_pred": 2883, + "n_ref": 2525 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7043513623424156, + "FN": 2075, + "FP": 106, + "IoU": 0.5436283741368487, + "TN": 142677, + "TP": 2598, + "n_pred": 2704, + "n_ref": 4673 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.8541391992228159, + "FN": 4104, + "FP": 100, + "IoU": 0.7454127051414038, + "TN": 130943, + "TP": 12309, + "n_pred": 12409, + "n_ref": 16413 + }, + "2": { + "Dice": 0.7304937225602711, + "FN": 3459, + "FP": 40, + "IoU": 0.5754156049023177, + "TN": 139215, + "TP": 4742, + "n_pred": 4782, + "n_ref": 8201 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3354, + "IoU": 0.0, + "TN": 144102, + "TP": 0, + "n_pred": 3354, + "n_ref": 0 + }, + "4": { + "Dice": 0.6365856248009343, + "FN": 3412, + "FP": 11, + "IoU": 0.4669054664382495, + "TN": 141035, + "TP": 2998, + "n_pred": 3009, + "n_ref": 6410 + }, + "5": { + "Dice": 0.7271051014136447, + "FN": 478, + "FP": 2186, + "IoU": 0.5712216320618059, + "TN": 141243, + "TP": 3549, + "n_pred": 5735, + "n_ref": 4027 + }, + "6": { + "Dice": 0.5947142299179794, + "FN": 1040, + "FP": 5186, + "IoU": 0.42319807300352047, + "TN": 136662, + "TP": 4568, + "n_pred": 9754, + "n_ref": 5608 + }, + "7": { + "Dice": 0.40721102863202546, + "FN": 102, + "FP": 457, + "IoU": 0.255659121171771, + "TN": 146705, + "TP": 192, + "n_pred": 649, + "n_ref": 294 + }, + "8": { + "Dice": 0.8223143611006408, + "FN": 2326, + "FP": 31, + "IoU": 0.6982460632441428, + "TN": 139645, + "TP": 5454, + "n_pred": 5485, + "n_ref": 7780 + }, + "9": { + "Dice": 0.2936526946107784, + "FN": 953, + "FP": 1996, + "IoU": 0.17209432902863558, + "TN": 143894, + "TP": 613, + "n_pred": 2609, + "n_ref": 1566 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0180.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0180.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9552238805970149, + "FN": 45, + "FP": 288, + "IoU": 0.9142857142857143, + "TN": 159955, + "TP": 3552, + "n_pred": 3840, + "n_ref": 3597 + }, + "10": { + "Dice": 0.5714285714285714, + "FN": 0, + "FP": 21, + "IoU": 0.4, + "TN": 163805, + "TP": 14, + "n_pred": 35, + "n_ref": 14 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 40, + "IoU": 0.0, + "TN": 163800, + "TP": 0, + "n_pred": 40, + "n_ref": 0 + }, + "12": { + "Dice": 0.3155299917830731, + "FN": 833, + "FP": 0, + "IoU": 0.1873170731707317, + "TN": 162815, + "TP": 192, + "n_pred": 192, + "n_ref": 1025 + }, + "13": { + "Dice": 0.4851657940663176, + "FN": 317, + "FP": 273, + "IoU": 0.32027649769585254, + "TN": 162972, + "TP": 278, + "n_pred": 551, + "n_ref": 595 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 11156, + "IoU": 0.0, + "TN": 152684, + "TP": 0, + "n_pred": 11156, + "n_ref": 0 + }, + "2": { + "Dice": 0.9105921398793864, + "FN": 450, + "FP": 1759, + "IoU": 0.8358597116956457, + "TN": 150382, + "TP": 11249, + "n_pred": 13008, + "n_ref": 11699 + }, + "3": { + "Dice": 0.7640750670241286, + "FN": 144, + "FP": 208, + "IoU": 0.6182212581344902, + "TN": 162918, + "TP": 570, + "n_pred": 778, + "n_ref": 714 + }, + "4": { + "Dice": 0.9263836017569547, + "FN": 1014, + "FP": 243, + "IoU": 0.8628627536548112, + "TN": 154674, + "TP": 7909, + "n_pred": 8152, + "n_ref": 8923 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9462165926122422, + "FN": 460, + "FP": 351, + "IoU": 0.897923222152297, + "TN": 155895, + "TP": 7134, + "n_pred": 7485, + "n_ref": 7594 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0185.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0185.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9779650032404407, + "FN": 282, + "FP": 126, + "IoU": 0.9568801521876982, + "TN": 154378, + "TP": 9054, + "n_pred": 9180, + "n_ref": 9336 + }, + "10": { + "Dice": 0.0, + "FN": 141, + "FP": 21, + "IoU": 0.0, + "TN": 163678, + "TP": 0, + "n_pred": 21, + "n_ref": 141 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 163839, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "13": { + "Dice": 0.642156065289301, + "FN": 6077, + "FP": 522, + "IoU": 0.47292332268370607, + "TN": 151320, + "TP": 5921, + "n_pred": 6443, + "n_ref": 11998 + }, + "14": { + "Dice": 0.8255797805860298, + "FN": 4808, + "FP": 216, + "IoU": 0.7029679555397895, + "TN": 146926, + "TP": 11890, + "n_pred": 12106, + "n_ref": 16698 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 153, + "IoU": 0.0, + "TN": 163687, + "TP": 0, + "n_pred": 153, + "n_ref": 0 + }, + "2": { + "Dice": 0.6403508771929824, + "FN": 79, + "FP": 3, + "IoU": 0.47096774193548385, + "TN": 163685, + "TP": 73, + "n_pred": 76, + "n_ref": 152 + }, + "3": { + "Dice": 0.9718736477715275, + "FN": 120, + "FP": 75, + "IoU": 0.9452861952861953, + "TN": 160276, + "TP": 3369, + "n_pred": 3444, + "n_ref": 3489 + }, + "4": { + "Dice": 0.0, + "FN": 1544, + "FP": 0, + "IoU": 0.0, + "TN": 162296, + "TP": 0, + "n_pred": 0, + "n_ref": 1544 + }, + "5": { + "Dice": 0.0, + "FN": 21, + "FP": 0, + "IoU": 0.0, + "TN": 163819, + "TP": 0, + "n_pred": 0, + "n_ref": 21 + }, + "6": { + "Dice": 0.6101778656126482, + "FN": 1529, + "FP": 49, + "IoU": 0.439033060789193, + "TN": 161027, + "TP": 1235, + "n_pred": 1284, + "n_ref": 2764 + }, + "7": { + "Dice": 0.0019455252918287938, + "FN": 14, + "FP": 1012, + "IoU": 0.0009737098344693282, + "TN": 162813, + "TP": 1, + "n_pred": 1013, + "n_ref": 15 + }, + "8": { + "Dice": 0.9772775536207262, + "FN": 589, + "FP": 53, + "IoU": 0.9555647840531561, + "TN": 149392, + "TP": 13806, + "n_pred": 13859, + "n_ref": 14395 + }, + "9": { + "Dice": 0.854427645788337, + "FN": 79, + "FP": 1943, + "IoU": 0.7458521870286576, + "TN": 155884, + "TP": 5934, + "n_pred": 7877, + "n_ref": 6013 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0193.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0193.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.962404214559387, + "FN": 103, + "FP": 211, + "IoU": 0.927532887145165, + "TN": 159507, + "TP": 4019, + "n_pred": 4230, + "n_ref": 4122 + }, + "10": { + "Dice": 0.9130796077779625, + "FN": 90, + "FP": 956, + "IoU": 0.8400611620795106, + "TN": 157300, + "TP": 5494, + "n_pred": 6450, + "n_ref": 5584 + }, + "11": { + "Dice": 0.6447368421052632, + "FN": 76, + "FP": 32, + "IoU": 0.47572815533980584, + "TN": 163634, + "TP": 98, + "n_pred": 130, + "n_ref": 174 + }, + "12": { + "Dice": 0.0, + "FN": 108, + "FP": 33, + "IoU": 0.0, + "TN": 163699, + "TP": 0, + "n_pred": 33, + "n_ref": 108 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9490094186424164, + "FN": 223, + "FP": 405, + "IoU": 0.9029666254635352, + "TN": 157368, + "TP": 5844, + "n_pred": 6249, + "n_ref": 6067 + }, + "15": { + "Dice": 0.7123287671232876, + "FN": 400, + "FP": 104, + "IoU": 0.5531914893617021, + "TN": 162712, + "TP": 624, + "n_pred": 728, + "n_ref": 1024 + }, + "2": { + "Dice": 0.8837356382418046, + "FN": 1008, + "FP": 95, + "IoU": 0.7916902738432483, + "TN": 158545, + "TP": 4192, + "n_pred": 4287, + "n_ref": 5200 + }, + "3": { + "Dice": 0.9742734122712594, + "FN": 88, + "FP": 390, + "IoU": 0.9498373386504355, + "TN": 154311, + "TP": 9051, + "n_pred": 9441, + "n_ref": 9139 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1717, + "IoU": 0.0, + "TN": 162123, + "TP": 0, + "n_pred": 1717, + "n_ref": 0 + }, + "5": { + "Dice": 0.8721461187214612, + "FN": 39, + "FP": 17, + "IoU": 0.7732793522267206, + "TN": 163593, + "TP": 191, + "n_pred": 208, + "n_ref": 230 + }, + "6": { + "Dice": 0.24141974826049567, + "FN": 19307, + "FP": 99, + "IoU": 0.13728105272517116, + "TN": 141346, + "TP": 3088, + "n_pred": 3187, + "n_ref": 22395 + }, + "7": { + "Dice": 0.9086178861788617, + "FN": 785, + "FP": 58, + "IoU": 0.8325387365911799, + "TN": 158806, + "TP": 4191, + "n_pred": 4249, + "n_ref": 4976 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7335930476475877, + "FN": 336, + "FP": 1442, + "IoU": 0.5792711784193091, + "TN": 159614, + "TP": 2448, + "n_pred": 3890, + "n_ref": 2784 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0197.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0197.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9885700772505124, + "FN": 37, + "FP": 253, + "IoU": 0.9773984880367859, + "TN": 151009, + "TP": 12541, + "n_pred": 12794, + "n_ref": 12578 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.6170712607674237, + "FN": 863, + "FP": 115, + "IoU": 0.44620611551528877, + "TN": 162074, + "TP": 788, + "n_pred": 903, + "n_ref": 1651 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 26, + "IoU": 0.0, + "TN": 163814, + "TP": 0, + "n_pred": 26, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 12, + "FP": 0, + "IoU": 0.0, + "TN": 163828, + "TP": 0, + "n_pred": 0, + "n_ref": 12 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9710819009100101, + "FN": 182, + "FP": 247, + "IoU": 0.9437893081761006, + "TN": 156208, + "TP": 7203, + "n_pred": 7450, + "n_ref": 7385 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9163227763138269, + "FN": 198, + "FP": 1485, + "IoU": 0.8455679941273628, + "TN": 152942, + "TP": 9215, + "n_pred": 10700, + "n_ref": 9413 + }, + "7": { + "Dice": 0.9541148058703325, + "FN": 94, + "FP": 153, + "IoU": 0.9122557726465365, + "TN": 161025, + "TP": 2568, + "n_pred": 2721, + "n_ref": 2662 + }, + "8": { + "Dice": 0.939903405269915, + "FN": 259, + "FP": 724, + "IoU": 0.8866205305651672, + "TN": 155170, + "TP": 7687, + "n_pred": 8411, + "n_ref": 7946 + }, + "9": { + "Dice": 0.8724, + "FN": 501, + "FP": 137, + "IoU": 0.7736786094359702, + "TN": 161021, + "TP": 2181, + "n_pred": 2318, + "n_ref": 2682 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0217.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0217.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9499085286174754, + "FN": 502, + "FP": 73, + "IoU": 0.9045959847353575, + "TN": 157813, + "TP": 5452, + "n_pred": 5525, + "n_ref": 5954 + }, + "10": { + "Dice": 0.37026793431287813, + "FN": 10704, + "FP": 225, + "IoU": 0.22719558761137038, + "TN": 149698, + "TP": 3213, + "n_pred": 3438, + "n_ref": 13917 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.43372991024838237, + "FN": 1350, + "FP": 1363, + "IoU": 0.27691897654584224, + "TN": 160088, + "TP": 1039, + "n_pred": 2402, + "n_ref": 2389 + }, + "13": { + "Dice": 0.19171597633136095, + "FN": 3685, + "FP": 1779, + "IoU": 0.10602094240837696, + "TN": 157728, + "TP": 648, + "n_pred": 2427, + "n_ref": 4333 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 148, + "IoU": 0.0, + "TN": 163692, + "TP": 0, + "n_pred": 148, + "n_ref": 0 + }, + "3": { + "Dice": 0.9176754058860651, + "FN": 1942, + "FP": 928, + "IoU": 0.8478744831972861, + "TN": 144974, + "TP": 15996, + "n_pred": 16924, + "n_ref": 17938 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8964177292046145, + "FN": 381, + "FP": 472, + "IoU": 0.8122799295774648, + "TN": 159296, + "TP": 3691, + "n_pred": 4163, + "n_ref": 4072 + }, + "6": { + "Dice": 0.6280153224971529, + "FN": 3292, + "FP": 301, + "IoU": 0.4577422275882886, + "TN": 157214, + "TP": 3033, + "n_pred": 3334, + "n_ref": 6325 + }, + "7": { + "Dice": 0.7072572829371188, + "FN": 5014, + "FP": 121, + "IoU": 0.5470982536602575, + "TN": 152502, + "TP": 6203, + "n_pred": 6324, + "n_ref": 11217 + }, + "8": { + "Dice": 0.949717057396928, + "FN": 151, + "FP": 160, + "IoU": 0.9042487684729064, + "TN": 160592, + "TP": 2937, + "n_pred": 3097, + "n_ref": 3088 + }, + "9": { + "Dice": 0.6644628099173554, + "FN": 41, + "FP": 162, + "IoU": 0.4975247524752475, + "TN": 163436, + "TP": 201, + "n_pred": 363, + "n_ref": 242 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0235.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0235.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9557919391041281, + "FN": 669, + "FP": 1143, + "IoU": 0.9153271028037383, + "TN": 126056, + "TP": 19588, + "n_pred": 20731, + "n_ref": 20257 + }, + "10": { + "Dice": 0.9205425400739827, + "FN": 113, + "FP": 1498, + "IoU": 0.8527826007493374, + "TN": 136513, + "TP": 9332, + "n_pred": 10830, + "n_ref": 9445 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.764555523998864, + "FN": 1072, + "FP": 586, + "IoU": 0.6188505747126437, + "TN": 143106, + "TP": 2692, + "n_pred": 3278, + "n_ref": 3764 + }, + "13": { + "Dice": 0.09482758620689655, + "FN": 32, + "FP": 1228, + "IoU": 0.049773755656108594, + "TN": 146130, + "TP": 66, + "n_pred": 1294, + "n_ref": 98 + }, + "14": { + "Dice": 0.8636938075464885, + "FN": 284, + "FP": 1226, + "IoU": 0.7600889736256753, + "TN": 141162, + "TP": 4784, + "n_pred": 6010, + "n_ref": 5068 + }, + "15": { + "Dice": 0.6736386584926073, + "FN": 480, + "FP": 425, + "IoU": 0.5078847199564981, + "TN": 145617, + "TP": 934, + "n_pred": 1359, + "n_ref": 1414 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 147451, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "3": { + "Dice": 0.8985507246376812, + "FN": 47, + "FP": 247, + "IoU": 0.8157894736842105, + "TN": 145860, + "TP": 1302, + "n_pred": 1549, + "n_ref": 1349 + }, + "4": { + "Dice": 0.6958488858726388, + "FN": 1201, + "FP": 1488, + "IoU": 0.5335646140503035, + "TN": 141691, + "TP": 3076, + "n_pred": 4564, + "n_ref": 4277 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 147450, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "6": { + "Dice": 0.8909217230199167, + "FN": 134, + "FP": 1750, + "IoU": 0.8032992273961161, + "TN": 137878, + "TP": 7694, + "n_pred": 9444, + "n_ref": 7828 + }, + "7": { + "Dice": 0.6922048997772828, + "FN": 6983, + "FP": 618, + "IoU": 0.529291553133515, + "TN": 131308, + "TP": 8547, + "n_pred": 9165, + "n_ref": 15530 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0249.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0249.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9834736842105263, + "FN": 247, + "FP": 67, + "IoU": 0.9674847261054158, + "TN": 137799, + "TP": 9343, + "n_pred": 9410, + "n_ref": 9590 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 146, + "FP": 4, + "IoU": 0.0, + "TN": 147306, + "TP": 0, + "n_pred": 4, + "n_ref": 146 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.6460292892010954, + "FN": 2966, + "FP": 7, + "IoU": 0.4771368272951108, + "TN": 141770, + "TP": 2713, + "n_pred": 2720, + "n_ref": 5679 + }, + "5": { + "Dice": 0.6091693145710395, + "FN": 745, + "FP": 977, + "IoU": 0.43798955613577023, + "TN": 144392, + "TP": 1342, + "n_pred": 2319, + "n_ref": 2087 + }, + "6": { + "Dice": 0.5349061145883486, + "FN": 141, + "FP": 1791, + "IoU": 0.36510023003614855, + "TN": 144413, + "TP": 1111, + "n_pred": 2902, + "n_ref": 1252 + }, + "7": { + "Dice": 0.721938592075933, + "FN": 974, + "FP": 2893, + "IoU": 0.5648700348824125, + "TN": 138569, + "TP": 5020, + "n_pred": 7913, + "n_ref": 5994 + }, + "8": { + "Dice": 0.9750440624281591, + "FN": 428, + "FP": 549, + "IoU": 0.95130339430793, + "TN": 127393, + "TP": 19086, + "n_pred": 19635, + "n_ref": 19514 + }, + "9": { + "Dice": 0.9271746459878625, + "FN": 174, + "FP": 42, + "IoU": 0.8642363293526084, + "TN": 145865, + "TP": 1375, + "n_pred": 1417, + "n_ref": 1549 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0273.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0273.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8205791106514995, + "FN": 346, + "FP": 1042, + "IoU": 0.6957474791758, + "TN": 142894, + "TP": 3174, + "n_pred": 4216, + "n_ref": 3520 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 126, + "IoU": 0.0, + "TN": 147330, + "TP": 0, + "n_pred": 126, + "n_ref": 0 + }, + "3": { + "Dice": 0.9253966935282878, + "FN": 1334, + "FP": 462, + "IoU": 0.86115191341322, + "TN": 134521, + "TP": 11139, + "n_pred": 11601, + "n_ref": 12473 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.967408173823073, + "FN": 276, + "FP": 165, + "IoU": 0.93687374749499, + "TN": 140470, + "TP": 6545, + "n_pred": 6710, + "n_ref": 6821 + }, + "9": { + "Dice": 0.4645527197731374, + "FN": 2077, + "FP": 0, + "IoU": 0.3025520483546004, + "TN": 144478, + "TP": 901, + "n_pred": 901, + "n_ref": 2978 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0296.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0296.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 147455, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 147455, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 41, + "IoU": 0.0, + "TN": 147415, + "TP": 0, + "n_pred": 41, + "n_ref": 0 + }, + "12": { + "Dice": 0.06955380577427822, + "FN": 1417, + "FP": 1, + "IoU": 0.03602991162474507, + "TN": 145985, + "TP": 53, + "n_pred": 54, + "n_ref": 1470 + }, + "13": { + "Dice": 0.40855954032098274, + "FN": 767, + "FP": 2218, + "IoU": 0.2567231075697211, + "TN": 143440, + "TP": 1031, + "n_pred": 3249, + "n_ref": 1798 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 74, + "IoU": 0.0, + "TN": 147382, + "TP": 0, + "n_pred": 74, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7527638190954774, + "FN": 3169, + "FP": 1751, + "IoU": 0.6035455278001611, + "TN": 135046, + "TP": 7490, + "n_pred": 9241, + "n_ref": 10659 + }, + "6": { + "Dice": 0.26573426573426573, + "FN": 77, + "FP": 1603, + "IoU": 0.1532258064516129, + "TN": 145472, + "TP": 304, + "n_pred": 1907, + "n_ref": 381 + }, + "7": { + "Dice": 0.2908805031446541, + "FN": 3744, + "FP": 766, + "IoU": 0.1701931922723091, + "TN": 142021, + "TP": 925, + "n_pred": 1691, + "n_ref": 4669 + }, + "8": { + "Dice": 0.9652673859966922, + "FN": 70, + "FP": 371, + "IoU": 0.9328664941391384, + "TN": 140887, + "TP": 6128, + "n_pred": 6499, + "n_ref": 6198 + }, + "9": { + "Dice": 0.8998535871156662, + "FN": 81, + "FP": 1287, + "IoU": 0.8179398456215066, + "TN": 139942, + "TP": 6146, + "n_pred": 7433, + "n_ref": 6227 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0307.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0307.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6973684210526315, + "FN": 45, + "FP": 1, + "IoU": 0.5353535353535354, + "TN": 163741, + "TP": 53, + "n_pred": 54, + "n_ref": 98 + }, + "10": { + "Dice": 0.9026425051414381, + "FN": 305, + "FP": 2204, + "IoU": 0.8225601131541725, + "TN": 149700, + "TP": 11631, + "n_pred": 13835, + "n_ref": 11936 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.2916544655929722, + "FN": 4611, + "FP": 2646, + "IoU": 0.17072334590332533, + "TN": 155089, + "TP": 1494, + "n_pred": 4140, + "n_ref": 6105 + }, + "14": { + "Dice": 0.9535699902192049, + "FN": 524, + "FP": 283, + "IoU": 0.9112601715416758, + "TN": 154746, + "TP": 8287, + "n_pred": 8570, + "n_ref": 8811 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.425531914893617, + "FN": 0, + "FP": 27, + "IoU": 0.2702702702702703, + "TN": 163803, + "TP": 10, + "n_pred": 37, + "n_ref": 10 + }, + "3": { + "Dice": 0.9917854782362383, + "FN": 192, + "FP": 69, + "IoU": 0.9837048136355123, + "TN": 147823, + "TP": 15756, + "n_pred": 15825, + "n_ref": 15948 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1002, + "IoU": 0.0, + "TN": 162838, + "TP": 0, + "n_pred": 1002, + "n_ref": 0 + }, + "5": { + "Dice": 0.3657224811760488, + "FN": 1728, + "FP": 41, + "IoU": 0.22378236068451074, + "TN": 161561, + "TP": 510, + "n_pred": 551, + "n_ref": 2238 + }, + "6": { + "Dice": 0.9340256222134432, + "FN": 23, + "FP": 1146, + "IoU": 0.8762177043625582, + "TN": 154396, + "TP": 8275, + "n_pred": 9421, + "n_ref": 8298 + }, + "7": { + "Dice": 0.037773644298182855, + "FN": 6725, + "FP": 0, + "IoU": 0.019250401050021876, + "TN": 156983, + "TP": 132, + "n_pred": 132, + "n_ref": 6857 + }, + "8": { + "Dice": 0.8486431247871011, + "FN": 58, + "FP": 1275, + "IoU": 0.7370808678500986, + "TN": 158770, + "TP": 3737, + "n_pred": 5012, + "n_ref": 3795 + }, + "9": { + "Dice": 0.9658550641117994, + "FN": 122, + "FP": 115, + "IoU": 0.9339648927277793, + "TN": 160251, + "TP": 3352, + "n_pred": 3467, + "n_ref": 3474 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0341.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0341.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9603850682180206, + "FN": 1038, + "FP": 106, + "IoU": 0.923789221237759, + "TN": 132445, + "TP": 13867, + "n_pred": 13973, + "n_ref": 14905 + }, + "10": { + "Dice": 0.8201185624305298, + "FN": 3844, + "FP": 40, + "IoU": 0.6950855707332392, + "TN": 134718, + "TP": 8854, + "n_pred": 8894, + "n_ref": 12698 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6680923866552609, + "FN": 545, + "FP": 231, + "IoU": 0.5016056518946692, + "TN": 145899, + "TP": 781, + "n_pred": 1012, + "n_ref": 1326 + }, + "13": { + "Dice": 0.7597789297802151, + "FN": 2950, + "FP": 2657, + "IoU": 0.6126157247478237, + "TN": 132982, + "TP": 8867, + "n_pred": 11524, + "n_ref": 11817 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 147453, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "3": { + "Dice": 0.975168508356511, + "FN": 258, + "FP": 733, + "IoU": 0.9515403422982885, + "TN": 127006, + "TP": 19459, + "n_pred": 20192, + "n_ref": 19717 + }, + "4": { + "Dice": 0.9321824907521579, + "FN": 25, + "FP": 635, + "IoU": 0.8729792147806005, + "TN": 142260, + "TP": 4536, + "n_pred": 5171, + "n_ref": 4561 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8847462239760512, + "FN": 326, + "FP": 521, + "IoU": 0.7933138116154221, + "TN": 143358, + "TP": 3251, + "n_pred": 3772, + "n_ref": 3577 + }, + "7": { + "Dice": 0.7724701445631679, + "FN": 637, + "FP": 87, + "IoU": 0.6292882744495648, + "TN": 145503, + "TP": 1229, + "n_pred": 1316, + "n_ref": 1866 + }, + "8": { + "Dice": 0.9688589493588607, + "FN": 71, + "FP": 456, + "IoU": 0.9395988538681949, + "TN": 138731, + "TP": 8198, + "n_pred": 8654, + "n_ref": 8269 + }, + "9": { + "Dice": 0.7010785824345146, + "FN": 11, + "FP": 1929, + "IoU": 0.5397390272835113, + "TN": 143241, + "TP": 2275, + "n_pred": 4204, + "n_ref": 2286 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0387.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0387.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 26, + "IoU": 0.0, + "TN": 180198, + "TP": 0, + "n_pred": 26, + "n_ref": 0 + }, + "10": { + "Dice": 0.955736851241104, + "FN": 238, + "FP": 17, + "IoU": 0.9152260638297872, + "TN": 177216, + "TP": 2753, + "n_pred": 2770, + "n_ref": 2991 + }, + "11": { + "Dice": 0.8181818181818182, + "FN": 0, + "FP": 8, + "IoU": 0.6923076923076923, + "TN": 180198, + "TP": 18, + "n_pred": 26, + "n_ref": 18 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.6570245967933774, + "FN": 0, + "FP": 7209, + "IoU": 0.48923055122573333, + "TN": 166110, + "TP": 6905, + "n_pred": 14114, + "n_ref": 6905 + }, + "2": { + "Dice": 0.947309101155255, + "FN": 62, + "FP": 125, + "IoU": 0.8998929336188437, + "TN": 178356, + "TP": 1681, + "n_pred": 1806, + "n_ref": 1743 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9262145131783996, + "FN": 159, + "FP": 2019, + "IoU": 0.8625694093891974, + "TN": 164376, + "TP": 13670, + "n_pred": 15689, + "n_ref": 13829 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9294258373205742, + "FN": 1254, + "FP": 1460, + "IoU": 0.8681564245810056, + "TN": 159639, + "TP": 17871, + "n_pred": 19331, + "n_ref": 19125 + }, + "7": { + "Dice": 0.9209562367457105, + "FN": 2419, + "FP": 41, + "IoU": 0.853492942647847, + "TN": 163433, + "TP": 14331, + "n_pred": 14372, + "n_ref": 16750 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0398.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0398.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9013455244428282, + "FN": 1256, + "FP": 643, + "IoU": 0.8204085492717987, + "TN": 153266, + "TP": 8675, + "n_pred": 9318, + "n_ref": 9931 + }, + "11": { + "Dice": 0.7153134635149023, + "FN": 764, + "FP": 67, + "IoU": 0.5568, + "TN": 161965, + "TP": 1044, + "n_pred": 1111, + "n_ref": 1808 + }, + "12": { + "Dice": 0.6346504559270517, + "FN": 1035, + "FP": 167, + "IoU": 0.46482635796972394, + "TN": 161594, + "TP": 1044, + "n_pred": 1211, + "n_ref": 2079 + }, + "13": { + "Dice": 0.4583333333333333, + "FN": 12, + "FP": 482, + "IoU": 0.2972972972972973, + "TN": 163137, + "TP": 209, + "n_pred": 691, + "n_ref": 221 + }, + "14": { + "Dice": 0.7887994558440086, + "FN": 794, + "FP": 1069, + "IoU": 0.6512542119056534, + "TN": 158498, + "TP": 3479, + "n_pred": 4548, + "n_ref": 4273 + }, + "15": { + "Dice": 0.32194103835116095, + "FN": 323, + "FP": 2276, + "IoU": 0.19185323383084577, + "TN": 160624, + "TP": 617, + "n_pred": 2893, + "n_ref": 940 + }, + "2": { + "Dice": 0.9670258967347596, + "FN": 78, + "FP": 332, + "IoU": 0.9361569604484584, + "TN": 157418, + "TP": 6012, + "n_pred": 6344, + "n_ref": 6090 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.933494028706037, + "FN": 368, + "FP": 239, + "IoU": 0.87528251489624, + "TN": 158973, + "TP": 4260, + "n_pred": 4499, + "n_ref": 4628 + }, + "5": { + "Dice": 0.9097277143825556, + "FN": 262, + "FP": 537, + "IoU": 0.8344041450777202, + "TN": 159015, + "TP": 4026, + "n_pred": 4563, + "n_ref": 4288 + }, + "6": { + "Dice": 0.9532038668833946, + "FN": 380, + "FP": 714, + "IoU": 0.9105916966328865, + "TN": 151604, + "TP": 11142, + "n_pred": 11856, + "n_ref": 11522 + }, + "7": { + "Dice": 0.9518834467554874, + "FN": 620, + "FP": 384, + "IoU": 0.9081847279378144, + "TN": 152905, + "TP": 9931, + "n_pred": 10315, + "n_ref": 10551 + }, + "8": { + "Dice": 0.9109111361079865, + "FN": 87, + "FP": 705, + "IoU": 0.836397438545755, + "TN": 158999, + "TP": 4049, + "n_pred": 4754, + "n_ref": 4136 + }, + "9": { + "Dice": 0.8545136866627839, + "FN": 243, + "FP": 1006, + "IoU": 0.7459833231645312, + "TN": 158923, + "TP": 3668, + "n_pred": 4674, + "n_ref": 3911 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0401.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0401.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.32775398987933047, + "FN": 1554, + "FP": 173, + "IoU": 0.19599627560521415, + "TN": 161692, + "TP": 421, + "n_pred": 594, + "n_ref": 1975 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.1188247529901196, + "FN": 1589, + "FP": 5189, + "IoU": 0.06316516931582584, + "TN": 156605, + "TP": 457, + "n_pred": 5646, + "n_ref": 2046 + }, + "14": { + "Dice": 0.8293492695883135, + "FN": 718, + "FP": 1852, + "IoU": 0.7084515031196824, + "TN": 155025, + "TP": 6245, + "n_pred": 8097, + "n_ref": 6963 + }, + "15": { + "Dice": 0.6402266288951841, + "FN": 78, + "FP": 430, + "IoU": 0.4708333333333333, + "TN": 162880, + "TP": 452, + "n_pred": 882, + "n_ref": 530 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9674060660932549, + "FN": 490, + "FP": 230, + "IoU": 0.9368697939500219, + "TN": 152435, + "TP": 10685, + "n_pred": 10915, + "n_ref": 11175 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 427, + "IoU": 0.0, + "TN": 163413, + "TP": 0, + "n_pred": 427, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6260047281323877, + "FN": 1214, + "FP": 368, + "IoU": 0.4556090846524432, + "TN": 160934, + "TP": 1324, + "n_pred": 1692, + "n_ref": 2538 + }, + "7": { + "Dice": 0.7467204843592331, + "FN": 3263, + "FP": 0, + "IoU": 0.5958132045088567, + "TN": 155767, + "TP": 4810, + "n_pred": 4810, + "n_ref": 8073 + }, + "8": { + "Dice": 0.843404808317089, + "FN": 162, + "FP": 1043, + "IoU": 0.7292134831460674, + "TN": 159390, + "TP": 3245, + "n_pred": 4288, + "n_ref": 3407 + }, + "9": { + "Dice": 0.9009829280910502, + "FN": 415, + "FP": 542, + "IoU": 0.8198079457729242, + "TN": 158529, + "TP": 4354, + "n_pred": 4896, + "n_ref": 4769 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0404.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0404.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": 0.5280326898080688, + "FN": 871.6244444444442, + "FP": 753.1911111111111, + "IoU": 0.4468338611836012, + "TN": 159454.6333333333, + "TP": 2760.5511111111114, + "n_pred": 3513.7422222222226, + "n_ref": 3632.1755555555555 + }, + "mean": { + "1": { + "Dice": 0.6759059830310679, + "FN": 1114.8, + "FP": 371.8333333333333, + "IoU": 0.6052119324494414, + "TN": 157905.13333333333, + "TP": 4448.233333333334, + "n_pred": 4820.066666666667, + "n_ref": 5563.033333333334 + }, + "10": { + "Dice": 0.4134526783411448, + "FN": 1605.0333333333333, + "FP": 933.2666666666667, + "IoU": 0.3200017084833238, + "TN": 158809.6, + "TP": 2492.1, + "n_pred": 3425.366666666667, + "n_ref": 4097.133333333333 + }, + "11": { + "Dice": 0.36886191596474155, + "FN": 132.3, + "FP": 135.83333333333334, + "IoU": 0.290451571007924, + "TN": 163253.9, + "TP": 317.96666666666664, + "n_pred": 453.8, + "n_ref": 450.26666666666665 + }, + "12": { + "Dice": 0.33218752322578143, + "FN": 177.9, + "FP": 63.7, + "IoU": 0.24817705915844118, + "TN": 163338.03333333333, + "TP": 260.3666666666667, + "n_pred": 324.06666666666666, + "n_ref": 438.26666666666665 + }, + "13": { + "Dice": 0.2894643104530255, + "FN": 782.2333333333333, + "FP": 514.4666666666667, + "IoU": 0.2110685210735521, + "TN": 161518.43333333332, + "TP": 1024.8666666666666, + "n_pred": 1539.3333333333333, + "n_ref": 1807.1 + }, + "14": { + "Dice": 0.596486503036293, + "FN": 170.53333333333333, + "FP": 541.0, + "IoU": 0.5159851648763403, + "TN": 161502.6, + "TP": 1625.8666666666666, + "n_pred": 2166.866666666667, + "n_ref": 1796.4 + }, + "15": { + "Dice": 0.526026386071244, + "FN": 586.0333333333333, + "FP": 507.93333333333334, + "IoU": 0.41590773286905547, + "TN": 161167.4, + "TP": 1578.6333333333334, + "n_pred": 2086.5666666666666, + "n_ref": 2164.6666666666665 + }, + "2": { + "Dice": 0.43611893250214145, + "FN": 1876.6666666666667, + "FP": 908.4, + "IoU": 0.3802790561046748, + "TN": 157691.53333333333, + "TP": 3363.4, + "n_pred": 4271.8, + "n_ref": 5240.066666666667 + }, + "3": { + "Dice": 0.5870430840255673, + "FN": 903.4, + "FP": 2058.733333333333, + "IoU": 0.5282483354953926, + "TN": 155658.1, + "TP": 5219.766666666666, + "n_pred": 7278.5, + "n_ref": 6123.166666666667 + }, + "4": { + "Dice": 0.5552794786289172, + "FN": 279.26666666666665, + "FP": 409.03333333333336, + "IoU": 0.49275858378978166, + "TN": 161648.3, + "TP": 1503.4, + "n_pred": 1912.4333333333334, + "n_ref": 1782.6666666666667 + }, + "5": { + "Dice": 0.48482874699665474, + "FN": 379.06666666666666, + "FP": 472.23333333333335, + "IoU": 0.38888099900054124, + "TN": 161899.16666666666, + "TP": 1089.5333333333333, + "n_pred": 1561.7666666666667, + "n_ref": 1468.6 + }, + "6": { + "Dice": 0.7297198323204058, + "FN": 1840.2, + "FP": 1729.1333333333334, + "IoU": 0.6408611416933891, + "TN": 152414.56666666668, + "TP": 7856.1, + "n_pred": 9585.233333333334, + "n_ref": 9696.3 + }, + "7": { + "Dice": 0.4948503672388615, + "FN": 1874.5, + "FP": 972.6333333333333, + "IoU": 0.40510832353250376, + "TN": 157808.46666666667, + "TP": 3184.4, + "n_pred": 4157.033333333334, + "n_ref": 5058.9 + }, + "8": { + "Dice": 0.7653856334347704, + "FN": 765.4, + "FP": 826.2666666666667, + "IoU": 0.6912708217527489, + "TN": 158207.36666666667, + "TP": 4040.9666666666667, + "n_pred": 4867.233333333334, + "n_ref": 4806.366666666667 + }, + "9": { + "Dice": 0.6648789718504167, + "FN": 587.0333333333333, + "FP": 853.4, + "IoU": 0.5682969664669073, + "TN": 158996.9, + "TP": 3402.6666666666665, + "n_pred": 4256.066666666667, + "n_ref": 3989.7 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9571514785757392, + "FN": 307, + "FP": 332, + "IoU": 0.9178240740740741, + "TN": 172448, + "TP": 7137, + "n_pred": 7469, + "n_ref": 7444 + }, + "10": { + "Dice": 0.7474963539134662, + "FN": 3737, + "FP": 1457, + "IoU": 0.5968017388604254, + "TN": 167342, + "TP": 7688, + "n_pred": 9145, + "n_ref": 11425 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 2, + "FP": 0, + "IoU": 0.0, + "TN": 180222, + "TP": 0, + "n_pred": 0, + "n_ref": 2 + }, + "13": { + "Dice": 0.7131562077071016, + "FN": 1558, + "FP": 2469, + "IoU": 0.5541901915199823, + "TN": 171191, + "TP": 5006, + "n_pred": 7475, + "n_ref": 6564 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.9489946051986268, + "FN": 1030, + "FP": 10, + "IoU": 0.9029398040130658, + "TN": 169509, + "TP": 9675, + "n_pred": 9685, + "n_ref": 10705 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1274, + "IoU": 0.0, + "TN": 178950, + "TP": 0, + "n_pred": 1274, + "n_ref": 0 + }, + "3": { + "Dice": 0.9294998898435779, + "FN": 1716, + "FP": 204, + "IoU": 0.8682856554846676, + "TN": 165647, + "TP": 12657, + "n_pred": 12861, + "n_ref": 14373 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6822125813449024, + "FN": 1410, + "FP": 348, + "IoU": 0.5176954732510288, + "TN": 176579, + "TP": 1887, + "n_pred": 2235, + "n_ref": 3297 + }, + "6": { + "Dice": 0.8010517090271692, + "FN": 192, + "FP": 35, + "IoU": 0.6681286549707602, + "TN": 179540, + "TP": 457, + "n_pred": 492, + "n_ref": 649 + }, + "7": { + "Dice": 0.8307599304803406, + "FN": 6289, + "FP": 430, + "IoU": 0.7105127100387764, + "TN": 157014, + "TP": 16491, + "n_pred": 16921, + "n_ref": 22780 + }, + "8": { + "Dice": 0.39253777366635834, + "FN": 135, + "FP": 3805, + "IoU": 0.24419719930941877, + "TN": 175011, + "TP": 1273, + "n_pred": 5078, + "n_ref": 1408 + }, + "9": { + "Dice": 0.6462912087912088, + "FN": 1893, + "FP": 167, + "IoU": 0.4774226281075596, + "TN": 176282, + "TP": 1882, + "n_pred": 2049, + "n_ref": 3775 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0004.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0004.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8561586159381459, + "FN": 1817, + "FP": 62, + "IoU": 0.7484941774862803, + "TN": 156369, + "TP": 5592, + "n_pred": 5654, + "n_ref": 7409 + }, + "10": { + "Dice": 0.740721448105222, + "FN": 1833, + "FP": 158, + "IoU": 0.588210961737332, + "TN": 159005, + "TP": 2844, + "n_pred": 3002, + "n_ref": 4677 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 163839, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 102, + "IoU": 0.0, + "TN": 163738, + "TP": 0, + "n_pred": 102, + "n_ref": 0 + }, + "3": { + "Dice": 0.9105140681193146, + "FN": 163, + "FP": 260, + "IoU": 0.8357281553398058, + "TN": 161265, + "TP": 2152, + "n_pred": 2412, + "n_ref": 2315 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 163833, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 121, + "IoU": 0.0, + "TN": 163719, + "TP": 0, + "n_pred": 121, + "n_ref": 0 + }, + "6": { + "Dice": 0.8004901515839158, + "FN": 1698, + "FP": 2698, + "IoU": 0.667347710934544, + "TN": 150625, + "TP": 8819, + "n_pred": 11517, + "n_ref": 10517 + }, + "7": { + "Dice": 0.8231712620683657, + "FN": 1641, + "FP": 392, + "IoU": 0.6994826311899482, + "TN": 157075, + "TP": 4732, + "n_pred": 5124, + "n_ref": 6373 + }, + "8": { + "Dice": 0.9207606973058637, + "FN": 159, + "FP": 1041, + "IoU": 0.8531571218795888, + "TN": 155668, + "TP": 6972, + "n_pred": 8013, + "n_ref": 7131 + }, + "9": { + "Dice": 0.8394384915690672, + "FN": 1512, + "FP": 421, + "IoU": 0.7233037503578585, + "TN": 156854, + "TP": 5053, + "n_pred": 5474, + "n_ref": 6565 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0009.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0009.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 15, + "IoU": 0.0, + "TN": 163825, + "TP": 0, + "n_pred": 15, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 114, + "FP": 15, + "IoU": 0.0, + "TN": 163711, + "TP": 0, + "n_pred": 15, + "n_ref": 114 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.39978193712520443, + "FN": 2887, + "FP": 416, + "IoU": 0.24982966159436748, + "TN": 159437, + "TP": 1100, + "n_pred": 1516, + "n_ref": 3987 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.8810327706057597, + "FN": 2342, + "FP": 54, + "IoU": 0.787362442314519, + "TN": 152572, + "TP": 8872, + "n_pred": 8926, + "n_ref": 11214 + }, + "2": { + "Dice": 0.9227904311703194, + "FN": 134, + "FP": 405, + "IoU": 0.8566489361702128, + "TN": 160080, + "TP": 3221, + "n_pred": 3626, + "n_ref": 3355 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 31, + "IoU": 0.0, + "TN": 163809, + "TP": 0, + "n_pred": 31, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1371, + "IoU": 0.0, + "TN": 162469, + "TP": 0, + "n_pred": 1371, + "n_ref": 0 + }, + "5": { + "Dice": 0.6935483870967742, + "FN": 37, + "FP": 1, + "IoU": 0.5308641975308642, + "TN": 163759, + "TP": 43, + "n_pred": 44, + "n_ref": 80 + }, + "6": { + "Dice": 0.7771556550951848, + "FN": 169, + "FP": 30, + "IoU": 0.6355311355311355, + "TN": 163294, + "TP": 347, + "n_pred": 377, + "n_ref": 516 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 13, + "IoU": 0.0, + "TN": 163827, + "TP": 0, + "n_pred": 13, + "n_ref": 0 + }, + "8": { + "Dice": 0.7108898568761668, + "FN": 372, + "FP": 4274, + "IoU": 0.5514578103881058, + "TN": 153482, + "TP": 5712, + "n_pred": 9986, + "n_ref": 6084 + }, + "9": { + "Dice": 0.746249506514015, + "FN": 4511, + "FP": 631, + "IoU": 0.5952137290403842, + "TN": 151137, + "TP": 7561, + "n_pred": 8192, + "n_ref": 12072 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0011.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0011.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8410138248847926, + "FN": 137, + "FP": 1, + "IoU": 0.7256461232604374, + "TN": 163337, + "TP": 365, + "n_pred": 366, + "n_ref": 502 + }, + "10": { + "Dice": 0.8035118344714278, + "FN": 2273, + "FP": 1554, + "IoU": 0.6715585307243391, + "TN": 152188, + "TP": 7825, + "n_pred": 9379, + "n_ref": 10098 + }, + "11": { + "Dice": 0.760894495412844, + "FN": 296, + "FP": 538, + "IoU": 0.6140675613142064, + "TN": 161679, + "TP": 1327, + "n_pred": 1865, + "n_ref": 1623 + }, + "12": { + "Dice": 0.0, + "FN": 4, + "FP": 0, + "IoU": 0.0, + "TN": 163836, + "TP": 0, + "n_pred": 0, + "n_ref": 4 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 904, + "IoU": 0.0, + "TN": 162936, + "TP": 0, + "n_pred": 904, + "n_ref": 0 + }, + "14": { + "Dice": 0.5217391304347826, + "FN": 9, + "FP": 2, + "IoU": 0.35294117647058826, + "TN": 163823, + "TP": 6, + "n_pred": 8, + "n_ref": 15 + }, + "15": { + "Dice": 0.15056461731493098, + "FN": 673, + "FP": 4, + "IoU": 0.0814111261872456, + "TN": 163103, + "TP": 60, + "n_pred": 64, + "n_ref": 733 + }, + "2": { + "Dice": 0.8084415584415584, + "FN": 0, + "FP": 472, + "IoU": 0.6784741144414169, + "TN": 162372, + "TP": 996, + "n_pred": 1468, + "n_ref": 996 + }, + "3": { + "Dice": 0.9261310763504231, + "FN": 160, + "FP": 1507, + "IoU": 0.8624246925806718, + "TN": 151723, + "TP": 10450, + "n_pred": 11957, + "n_ref": 10610 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9600663258256183, + "FN": 1565, + "FP": 169, + "IoU": 0.9231995748073346, + "TN": 141262, + "TP": 20844, + "n_pred": 21013, + "n_ref": 22409 + }, + "7": { + "Dice": 0.0, + "FN": 1592, + "FP": 2, + "IoU": 0.0, + "TN": 162246, + "TP": 0, + "n_pred": 2, + "n_ref": 1592 + }, + "8": { + "Dice": 0.7988077496274217, + "FN": 205, + "FP": 65, + "IoU": 0.6650124069478908, + "TN": 163034, + "TP": 536, + "n_pred": 601, + "n_ref": 741 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0014.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0014.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9580977718656468, + "FN": 974, + "FP": 34, + "IoU": 0.919565911267156, + "TN": 151308, + "TP": 11524, + "n_pred": 11558, + "n_ref": 12498 + }, + "10": { + "Dice": 0.5573369980149642, + "FN": 4839, + "FP": 959, + "IoU": 0.3863251481795089, + "TN": 154392, + "TP": 3650, + "n_pred": 4609, + "n_ref": 8489 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.05772314270443613, + "FN": 330, + "FP": 1433, + "IoU": 0.02971931755641167, + "TN": 162023, + "TP": 54, + "n_pred": 1487, + "n_ref": 384 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.5851421257532932, + "FN": 6958, + "FP": 821, + "IoU": 0.41356954391255185, + "TN": 150575, + "TP": 5486, + "n_pred": 6307, + "n_ref": 12444 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 7283, + "IoU": 0.0, + "TN": 156557, + "TP": 0, + "n_pred": 7283, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 670, + "IoU": 0.0, + "TN": 163170, + "TP": 0, + "n_pred": 670, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 28, + "IoU": 0.0, + "TN": 163812, + "TP": 0, + "n_pred": 28, + "n_ref": 0 + }, + "6": { + "Dice": 0.5736139066788655, + "FN": 3270, + "FP": 8381, + "IoU": 0.40214490968801314, + "TN": 144352, + "TP": 7837, + "n_pred": 16218, + "n_ref": 11107 + }, + "7": { + "Dice": 0.10425806451612903, + "FN": 2264, + "FP": 1207, + "IoU": 0.05499591614484073, + "TN": 160167, + "TP": 202, + "n_pred": 1409, + "n_ref": 2466 + }, + "8": { + "Dice": 0.6427658960728562, + "FN": 7813, + "FP": 856, + "IoU": 0.47358513480689823, + "TN": 147372, + "TP": 7799, + "n_pred": 8655, + "n_ref": 15612 + }, + "9": { + "Dice": 0.8070227978886685, + "FN": 1140, + "FP": 4015, + "IoU": 0.6764779716329861, + "TN": 147906, + "TP": 10779, + "n_pred": 14794, + "n_ref": 11919 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0015.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0015.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.777151892479494, + "FN": 181, + "FP": 2074, + "IoU": 0.635526103119444, + "TN": 157653, + "TP": 3932, + "n_pred": 6006, + "n_ref": 4113 + }, + "11": { + "Dice": 0.14780600461893764, + "FN": 725, + "FP": 13, + "IoU": 0.0798004987531172, + "TN": 163038, + "TP": 64, + "n_pred": 77, + "n_ref": 789 + }, + "12": { + "Dice": 0.0, + "FN": 504, + "FP": 0, + "IoU": 0.0, + "TN": 163336, + "TP": 0, + "n_pred": 0, + "n_ref": 504 + }, + "13": { + "Dice": 0.6500838457238681, + "FN": 552, + "FP": 700, + "IoU": 0.48157349896480334, + "TN": 161425, + "TP": 1163, + "n_pred": 1863, + "n_ref": 1715 + }, + "14": { + "Dice": 0.5773067331670823, + "FN": 261, + "FP": 1773, + "IoU": 0.4057843996494303, + "TN": 160417, + "TP": 1389, + "n_pred": 3162, + "n_ref": 1650 + }, + "15": { + "Dice": 0.707001944984718, + "FN": 821, + "FP": 3397, + "IoU": 0.5467927366498334, + "TN": 154533, + "TP": 5089, + "n_pred": 8486, + "n_ref": 5910 + }, + "2": { + "Dice": 0.9201776497419277, + "FN": 1655, + "FP": 340, + "IoU": 0.8521565140062249, + "TN": 150346, + "TP": 11499, + "n_pred": 11839, + "n_ref": 13154 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.60630668635309, + "FN": 675, + "FP": 6791, + "IoU": 0.43503594400302686, + "TN": 150625, + "TP": 5749, + "n_pred": 12540, + "n_ref": 6424 + }, + "5": { + "Dice": 0.7345954419389847, + "FN": 621, + "FP": 1580, + "IoU": 0.5805222031637126, + "TN": 158593, + "TP": 3046, + "n_pred": 4626, + "n_ref": 3667 + }, + "6": { + "Dice": 0.880132508063813, + "FN": 1921, + "FP": 2204, + "IoU": 0.7859255799470652, + "TN": 144571, + "TP": 15144, + "n_pred": 17348, + "n_ref": 17065 + }, + "7": { + "Dice": 0.32294481474809345, + "FN": 10953, + "FP": 322, + "IoU": 0.1925665998281295, + "TN": 149876, + "TP": 2689, + "n_pred": 3011, + "n_ref": 13642 + }, + "8": { + "Dice": 0.8436516264428122, + "FN": 1661, + "FP": 127, + "IoU": 0.7295825771324864, + "TN": 157228, + "TP": 4824, + "n_pred": 4951, + "n_ref": 6485 + }, + "9": { + "Dice": 0.5259750768732805, + "FN": 114, + "FP": 2815, + "IoU": 0.35682916117698726, + "TN": 159286, + "TP": 1625, + "n_pred": 4440, + "n_ref": 1739 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0016.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0016.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.329608938547486, + "FN": 480, + "FP": 0, + "IoU": 0.19732441471571907, + "TN": 146858, + "TP": 118, + "n_pred": 118, + "n_ref": 598 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 19, + "IoU": 0.0, + "TN": 147437, + "TP": 0, + "n_pred": 19, + "n_ref": 0 + }, + "14": { + "Dice": 0.8689777205823213, + "FN": 1528, + "FP": 101, + "IoU": 0.7683117621959892, + "TN": 140425, + "TP": 5402, + "n_pred": 5503, + "n_ref": 6930 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 6112, + "IoU": 0.0, + "TN": 141344, + "TP": 0, + "n_pred": 6112, + "n_ref": 0 + }, + "3": { + "Dice": 0.5475597953822757, + "FN": 6981, + "FP": 6109, + "IoU": 0.37699300366474703, + "TN": 126445, + "TP": 7921, + "n_pred": 14030, + "n_ref": 14902 + }, + "4": { + "Dice": 0.8572350587324126, + "FN": 1084, + "FP": 1128, + "IoU": 0.7501411950751158, + "TN": 138603, + "TP": 6641, + "n_pred": 7769, + "n_ref": 7725 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9225957779515246, + "FN": 336, + "FP": 654, + "IoU": 0.8563134978229318, + "TN": 140566, + "TP": 5900, + "n_pred": 6554, + "n_ref": 6236 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1379, + "IoU": 0.0, + "TN": 146077, + "TP": 0, + "n_pred": 1379, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0019.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0019.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.20852534562211983, + "FN": 4672, + "FP": 824, + "IoU": 0.11639871382636656, + "TN": 141236, + "TP": 724, + "n_pred": 1548, + "n_ref": 5396 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.16393442622950818, + "FN": 130, + "FP": 278, + "IoU": 0.08928571428571429, + "TN": 147008, + "TP": 40, + "n_pred": 318, + "n_ref": 170 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.7967798085291558, + "FN": 2711, + "FP": 91, + "IoU": 0.6622061482820977, + "TN": 139161, + "TP": 5493, + "n_pred": 5584, + "n_ref": 8204 + }, + "2": { + "Dice": 0.9555669050051072, + "FN": 167, + "FP": 529, + "IoU": 0.9149144254278728, + "TN": 139276, + "TP": 7484, + "n_pred": 8013, + "n_ref": 7651 + }, + "3": { + "Dice": 0.9678543282591563, + "FN": 459, + "FP": 316, + "IoU": 0.9377109789422923, + "TN": 135014, + "TP": 11667, + "n_pred": 11983, + "n_ref": 12126 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.865271820012256, + "FN": 427, + "FP": 1112, + "IoU": 0.7625366455793859, + "TN": 140975, + "TP": 4942, + "n_pred": 6054, + "n_ref": 5369 + }, + "6": { + "Dice": 0.8680375647668394, + "FN": 2397, + "FP": 863, + "IoU": 0.766843083965098, + "TN": 133474, + "TP": 10722, + "n_pred": 11585, + "n_ref": 13119 + }, + "7": { + "Dice": 0.7270964614638875, + "FN": 638, + "FP": 488, + "IoU": 0.5712109672505712, + "TN": 144830, + "TP": 1500, + "n_pred": 1988, + "n_ref": 2138 + }, + "8": { + "Dice": 0.8673091178650852, + "FN": 112, + "FP": 67, + "IoU": 0.7657068062827225, + "TN": 146692, + "TP": 585, + "n_pred": 652, + "n_ref": 697 + }, + "9": { + "Dice": 0.7823849579416131, + "FN": 211, + "FP": 1988, + "IoU": 0.642555266579974, + "TN": 141304, + "TP": 3953, + "n_pred": 5941, + "n_ref": 4164 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0033.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0033.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7821827820675349, + "FN": 232, + "FP": 3548, + "IoU": 0.6422825778366613, + "TN": 153273, + "TP": 6787, + "n_pred": 10335, + "n_ref": 7019 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.7437991064550916, + "FN": 243, + "FP": 1420, + "IoU": 0.5921020358106451, + "TN": 159763, + "TP": 2414, + "n_pred": 3834, + "n_ref": 2657 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7365079365079366, + "FN": 8, + "FP": 75, + "IoU": 0.5829145728643216, + "TN": 163641, + "TP": 116, + "n_pred": 191, + "n_ref": 124 + }, + "14": { + "Dice": 0.9715417256011315, + "FN": 162, + "FP": 341, + "IoU": 0.9446583782594344, + "TN": 154751, + "TP": 8586, + "n_pred": 8927, + "n_ref": 8748 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 163835, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "3": { + "Dice": 0.9613142554319025, + "FN": 89, + "FP": 57, + "IoU": 0.9255102040816326, + "TN": 161880, + "TP": 1814, + "n_pred": 1871, + "n_ref": 1903 + }, + "4": { + "Dice": 0.8486248162922528, + "FN": 848, + "FP": 1315, + "IoU": 0.7370532458059811, + "TN": 155614, + "TP": 6063, + "n_pred": 7378, + "n_ref": 6911 + }, + "5": { + "Dice": 0.8161524242855112, + "FN": 380, + "FP": 913, + "IoU": 0.6894066778765313, + "TN": 159677, + "TP": 2870, + "n_pred": 3783, + "n_ref": 3250 + }, + "6": { + "Dice": 0.857398883955847, + "FN": 8441, + "FP": 2062, + "IoU": 0.750392128903465, + "TN": 121762, + "TP": 31575, + "n_pred": 33637, + "n_ref": 40016 + }, + "7": { + "Dice": 0.6101240362051625, + "FN": 926, + "FP": 237, + "IoU": 0.4389773275446213, + "TN": 161767, + "TP": 910, + "n_pred": 1147, + "n_ref": 1836 + }, + "8": { + "Dice": 0.9019251725390484, + "FN": 77, + "FP": 463, + "IoU": 0.8213695004961958, + "TN": 160817, + "TP": 2483, + "n_pred": 2946, + "n_ref": 2560 + }, + "9": { + "Dice": 0.7266174703964304, + "FN": 603, + "FP": 4176, + "IoU": 0.5706199460916442, + "TN": 152710, + "TP": 6351, + "n_pred": 10527, + "n_ref": 6954 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0066.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0066.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.26716738197424894, + "FN": 13648, + "FP": 12, + "IoU": 0.15417956656346749, + "TN": 147690, + "TP": 2490, + "n_pred": 2502, + "n_ref": 16138 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 268, + "IoU": 0.0, + "TN": 163572, + "TP": 0, + "n_pred": 268, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5597667638483965, + "FN": 1507, + "FP": 3, + "IoU": 0.38866396761133604, + "TN": 161370, + "TP": 960, + "n_pred": 963, + "n_ref": 2467 + }, + "14": { + "Dice": 0.9212113266911379, + "FN": 930, + "FP": 272, + "IoU": 0.8539312188601288, + "TN": 155611, + "TP": 7027, + "n_pred": 7299, + "n_ref": 7957 + }, + "15": { + "Dice": 0.7039376710886502, + "FN": 393, + "FP": 2419, + "IoU": 0.5431356620633632, + "TN": 157685, + "TP": 3343, + "n_pred": 5762, + "n_ref": 3736 + }, + "2": { + "Dice": 0.8740027242654212, + "FN": 1651, + "FP": 939, + "IoU": 0.776203231659898, + "TN": 152267, + "TP": 8983, + "n_pred": 9922, + "n_ref": 10634 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 443, + "IoU": 0.0, + "TN": 163397, + "TP": 0, + "n_pred": 443, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7171387073347858, + "FN": 734, + "FP": 824, + "IoU": 0.5590150014152279, + "TN": 160307, + "TP": 1975, + "n_pred": 2799, + "n_ref": 2709 + }, + "6": { + "Dice": 0.021551724137931036, + "FN": 0, + "FP": 14528, + "IoU": 0.010893246187363835, + "TN": 149152, + "TP": 160, + "n_pred": 14688, + "n_ref": 160 + }, + "7": { + "Dice": 0.9186380925874386, + "FN": 345, + "FP": 532, + "IoU": 0.8495195607412491, + "TN": 158012, + "TP": 4951, + "n_pred": 5483, + "n_ref": 5296 + }, + "8": { + "Dice": 0.9379455528443615, + "FN": 554, + "FP": 743, + "IoU": 0.8831426254617533, + "TN": 152741, + "TP": 9802, + "n_pred": 10545, + "n_ref": 10356 + }, + "9": { + "Dice": 0.8945111492281304, + "FN": 722, + "FP": 1000, + "IoU": 0.8091543832428238, + "TN": 154817, + "TP": 7301, + "n_pred": 8301, + "n_ref": 8023 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0077.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0077.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9420965558730636, + "FN": 1114, + "FP": 41, + "IoU": 0.890531703156099, + "TN": 153289, + "TP": 9396, + "n_pred": 9437, + "n_ref": 10510 + }, + "10": { + "Dice": 0.7005817084994075, + "FN": 636, + "FP": 10482, + "IoU": 0.5391502590673575, + "TN": 139715, + "TP": 13007, + "n_pred": 23489, + "n_ref": 13643 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7146118721461188, + "FN": 1539, + "FP": 711, + "IoU": 0.5559502664298401, + "TN": 158773, + "TP": 2817, + "n_pred": 3528, + "n_ref": 4356 + }, + "13": { + "Dice": 0.547945205479452, + "FN": 4862, + "FP": 1276, + "IoU": 0.37735849056603776, + "TN": 153982, + "TP": 3720, + "n_pred": 4996, + "n_ref": 8582 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 358, + "IoU": 0.0, + "TN": 163482, + "TP": 0, + "n_pred": 358, + "n_ref": 0 + }, + "3": { + "Dice": 0.8545994065281899, + "FN": 204, + "FP": 41, + "IoU": 0.7461139896373057, + "TN": 162875, + "TP": 720, + "n_pred": 761, + "n_ref": 924 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.3891566265060241, + "FN": 2081, + "FP": 961, + "IoU": 0.24158563949139866, + "TN": 159829, + "TP": 969, + "n_pred": 1930, + "n_ref": 3050 + }, + "6": { + "Dice": 0.7218934911242604, + "FN": 44, + "FP": 3, + "IoU": 0.5648148148148148, + "TN": 163732, + "TP": 61, + "n_pred": 64, + "n_ref": 105 + }, + "7": { + "Dice": 0.8441401002588381, + "FN": 4084, + "FP": 673, + "IoU": 0.7303135098361585, + "TN": 146201, + "TP": 12882, + "n_pred": 13555, + "n_ref": 16966 + }, + "8": { + "Dice": 0.8676724966365559, + "FN": 1788, + "FP": 966, + "IoU": 0.7662734447933464, + "TN": 152057, + "TP": 9029, + "n_pred": 9995, + "n_ref": 10817 + }, + "9": { + "Dice": 0.9189317319848294, + "FN": 525, + "FP": 501, + "IoU": 0.8500219266189154, + "TN": 156999, + "TP": 5815, + "n_pred": 6316, + "n_ref": 6340 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0083.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0083.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.37064059535969646, + "FN": 2236, + "FP": 2077, + "IoU": 0.22747626723983522, + "TN": 158257, + "TP": 1270, + "n_pred": 3347, + "n_ref": 3506 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.7765793528505393, + "FN": 120, + "FP": 315, + "IoU": 0.6347607052896725, + "TN": 162649, + "TP": 756, + "n_pred": 1071, + "n_ref": 876 + }, + "12": { + "Dice": 0.0, + "FN": 387, + "FP": 10, + "IoU": 0.0, + "TN": 163443, + "TP": 0, + "n_pred": 10, + "n_ref": 387 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1299, + "IoU": 0.0, + "TN": 162541, + "TP": 0, + "n_pred": 1299, + "n_ref": 0 + }, + "3": { + "Dice": 0.8559840516945074, + "FN": 1892, + "FP": 203, + "IoU": 0.7482273765172455, + "TN": 155519, + "TP": 6226, + "n_pred": 6429, + "n_ref": 8118 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 163836, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "6": { + "Dice": 0.927274680416801, + "FN": 493, + "FP": 184, + "IoU": 0.8644101742439415, + "TN": 158847, + "TP": 4316, + "n_pred": 4500, + "n_ref": 4809 + }, + "7": { + "Dice": 0.8415469068031827, + "FN": 2568, + "FP": 1, + "IoU": 0.7264402087104674, + "TN": 154449, + "TP": 6822, + "n_pred": 6823, + "n_ref": 9390 + }, + "8": { + "Dice": 0.9155313351498637, + "FN": 579, + "FP": 599, + "IoU": 0.8442211055276382, + "TN": 156278, + "TP": 6384, + "n_pred": 6983, + "n_ref": 6963 + }, + "9": { + "Dice": 0.9211764705882353, + "FN": 52, + "FP": 484, + "IoU": 0.8538713195201745, + "TN": 160172, + "TP": 3132, + "n_pred": 3616, + "n_ref": 3184 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0084.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0084.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7865958668197475, + "FN": 4633, + "FP": 1315, + "IoU": 0.6482554701360141, + "TN": 146930, + "TP": 10962, + "n_pred": 12277, + "n_ref": 15595 + }, + "11": { + "Dice": 0.0, + "FN": 6, + "FP": 0, + "IoU": 0.0, + "TN": 163834, + "TP": 0, + "n_pred": 0, + "n_ref": 6 + }, + "12": { + "Dice": 0.6901408450704225, + "FN": 318, + "FP": 210, + "IoU": 0.5268817204301075, + "TN": 162724, + "TP": 588, + "n_pred": 798, + "n_ref": 906 + }, + "13": { + "Dice": 0.5745267414078294, + "FN": 1999, + "FP": 316, + "IoU": 0.40304280556988137, + "TN": 159962, + "TP": 1563, + "n_pred": 1879, + "n_ref": 3562 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 125, + "IoU": 0.0, + "TN": 163715, + "TP": 0, + "n_pred": 125, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 6460, + "IoU": 0.0, + "TN": 157380, + "TP": 0, + "n_pred": 6460, + "n_ref": 0 + }, + "4": { + "Dice": 0.0625, + "FN": 630, + "FP": 0, + "IoU": 0.03225806451612903, + "TN": 163189, + "TP": 21, + "n_pred": 21, + "n_ref": 651 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.271304347826087, + "FN": 49, + "FP": 370, + "IoU": 0.15694164989939638, + "TN": 163343, + "TP": 78, + "n_pred": 448, + "n_ref": 127 + }, + "7": { + "Dice": 0.8824385083311294, + "FN": 2968, + "FP": 588, + "IoU": 0.7896106969589398, + "TN": 146938, + "TP": 13346, + "n_pred": 13934, + "n_ref": 16314 + }, + "8": { + "Dice": 0.9553635138349322, + "FN": 270, + "FP": 293, + "IoU": 0.914541590771099, + "TN": 157252, + "TP": 6025, + "n_pred": 6318, + "n_ref": 6295 + }, + "9": { + "Dice": 0.9118860406896795, + "FN": 698, + "FP": 1801, + "IoU": 0.8380427738172391, + "TN": 148410, + "TP": 12931, + "n_pred": 14732, + "n_ref": 13629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0086.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0086.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.94921875, + "FN": 251, + "FP": 321, + "IoU": 0.9033457249070632, + "TN": 141538, + "TP": 5346, + "n_pred": 5667, + "n_ref": 5597 + }, + "10": { + "Dice": 0.06498194945848375, + "FN": 259, + "FP": 0, + "IoU": 0.033582089552238806, + "TN": 147188, + "TP": 9, + "n_pred": 9, + "n_ref": 268 + }, + "11": { + "Dice": 0.0, + "FN": 36, + "FP": 3, + "IoU": 0.0, + "TN": 147417, + "TP": 0, + "n_pred": 3, + "n_ref": 36 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 50, + "IoU": 0.0, + "TN": 147406, + "TP": 0, + "n_pred": 50, + "n_ref": 0 + }, + "13": { + "Dice": 0.5467266366816592, + "FN": 1621, + "FP": 193, + "IoU": 0.37620357634112794, + "TN": 144548, + "TP": 1094, + "n_pred": 1287, + "n_ref": 2715 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 816, + "IoU": 0.0, + "TN": 146640, + "TP": 0, + "n_pred": 816, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 178, + "IoU": 0.0, + "TN": 147278, + "TP": 0, + "n_pred": 178, + "n_ref": 0 + }, + "2": { + "Dice": 0.8950518018611763, + "FN": 3212, + "FP": 769, + "IoU": 0.8100396049052823, + "TN": 126499, + "TP": 16976, + "n_pred": 17745, + "n_ref": 20188 + }, + "3": { + "Dice": 0.8906126146529272, + "FN": 396, + "FP": 5400, + "IoU": 0.8027967745228131, + "TN": 118065, + "TP": 23595, + "n_pred": 28995, + "n_ref": 23991 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8693220654943143, + "FN": 1601, + "FP": 502, + "IoU": 0.7688502967685206, + "TN": 138358, + "TP": 6995, + "n_pred": 7497, + "n_ref": 8596 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8244112769485904, + "FN": 782, + "FP": 1865, + "IoU": 0.7012752511003273, + "TN": 138595, + "TP": 6214, + "n_pred": 8079, + "n_ref": 6996 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0094.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0094.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9159971644612477, + "FN": 438, + "FP": 984, + "IoU": 0.8450136239782017, + "TN": 154665, + "TP": 7753, + "n_pred": 8737, + "n_ref": 8191 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 27, + "IoU": 0.0, + "TN": 163813, + "TP": 0, + "n_pred": 27, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.4919786096256685, + "FN": 33, + "FP": 62, + "IoU": 0.3262411347517731, + "TN": 163699, + "TP": 46, + "n_pred": 108, + "n_ref": 79 + }, + "13": { + "Dice": 0.0, + "FN": 971, + "FP": 0, + "IoU": 0.0, + "TN": 162869, + "TP": 0, + "n_pred": 0, + "n_ref": 971 + }, + "14": { + "Dice": 0.8890137392103785, + "FN": 600, + "FP": 1573, + "IoU": 0.800202280250092, + "TN": 152964, + "TP": 8703, + "n_pred": 10276, + "n_ref": 9303 + }, + "15": { + "Dice": 0.7086156824782188, + "FN": 91, + "FP": 1113, + "IoU": 0.5487256371814093, + "TN": 161172, + "TP": 1464, + "n_pred": 2577, + "n_ref": 1555 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9569084857588878, + "FN": 994, + "FP": 469, + "IoU": 0.9173773084091037, + "TN": 146133, + "TP": 16244, + "n_pred": 16713, + "n_ref": 17238 + }, + "4": { + "Dice": 0.9413414004279496, + "FN": 735, + "FP": 60, + "IoU": 0.8891831614162252, + "TN": 156666, + "TP": 6379, + "n_pred": 6439, + "n_ref": 7114 + }, + "5": { + "Dice": 0.7463115080947444, + "FN": 1410, + "FP": 1771, + "IoU": 0.5952926208651399, + "TN": 155980, + "TP": 4679, + "n_pred": 6450, + "n_ref": 6089 + }, + "6": { + "Dice": 0.9493397600040167, + "FN": 268, + "FP": 741, + "IoU": 0.9035649431329447, + "TN": 153377, + "TP": 9454, + "n_pred": 10195, + "n_ref": 9722 + }, + "7": { + "Dice": 0.12334801762114538, + "FN": 33, + "FP": 166, + "IoU": 0.06572769953051644, + "TN": 163627, + "TP": 14, + "n_pred": 180, + "n_ref": 47 + }, + "8": { + "Dice": 0.9368236326411231, + "FN": 784, + "FP": 80, + "IoU": 0.8811554332874828, + "TN": 156570, + "TP": 6406, + "n_pred": 6486, + "n_ref": 7190 + }, + "9": { + "Dice": 0.8713692946058091, + "FN": 40, + "FP": 84, + "IoU": 0.7720588235294118, + "TN": 163296, + "TP": 420, + "n_pred": 504, + "n_ref": 460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0105.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0105.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9932113026479474, + "FN": 44, + "FP": 147, + "IoU": 0.986514156605239, + "TN": 166061, + "TP": 13972, + "n_pred": 14119, + "n_ref": 14016 + }, + "10": { + "Dice": 0.8203606482538234, + "FN": 2518, + "FP": 630, + "IoU": 0.6954334365325078, + "TN": 169888, + "TP": 7188, + "n_pred": 7818, + "n_ref": 9706 + }, + "11": { + "Dice": 0.6586407766990291, + "FN": 448, + "FP": 431, + "IoU": 0.49102489866821075, + "TN": 178497, + "TP": 848, + "n_pred": 1279, + "n_ref": 1296 + }, + "12": { + "Dice": 0.6841397849462365, + "FN": 796, + "FP": 144, + "IoU": 0.5199182839632278, + "TN": 178266, + "TP": 1018, + "n_pred": 1162, + "n_ref": 1814 + }, + "13": { + "Dice": 0.0, + "FN": 549, + "FP": 0, + "IoU": 0.0, + "TN": 179675, + "TP": 0, + "n_pred": 0, + "n_ref": 549 + }, + "14": { + "Dice": 0.8093502037315033, + "FN": 457, + "FP": 2210, + "IoU": 0.6797550432276657, + "TN": 171896, + "TP": 5661, + "n_pred": 7871, + "n_ref": 6118 + }, + "15": { + "Dice": 0.28395407448893867, + "FN": 85, + "FP": 2472, + "IoU": 0.16546997389033943, + "TN": 177160, + "TP": 507, + "n_pred": 2979, + "n_ref": 592 + }, + "2": { + "Dice": 0.5647314358115751, + "FN": 9439, + "FP": 180, + "IoU": 0.39346743174222837, + "TN": 164365, + "TP": 6240, + "n_pred": 6420, + "n_ref": 15679 + }, + "3": { + "Dice": 0.08601716304896517, + "FN": 193, + "FP": 8860, + "IoU": 0.04494144951999156, + "TN": 170745, + "TP": 426, + "n_pred": 9286, + "n_ref": 619 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9568333515701937, + "FN": 1230, + "FP": 348, + "IoU": 0.9172392091047359, + "TN": 161157, + "TP": 17489, + "n_pred": 17837, + "n_ref": 18719 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9600389863547758, + "FN": 54, + "FP": 28, + "IoU": 0.9231490159325211, + "TN": 179157, + "TP": 985, + "n_pred": 1013, + "n_ref": 1039 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 86, + "IoU": 0.0, + "TN": 180138, + "TP": 0, + "n_pred": 86, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0111.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0111.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8814306712395884, + "FN": 944, + "FP": 24, + "IoU": 0.7879982479194043, + "TN": 142890, + "TP": 3598, + "n_pred": 3622, + "n_ref": 4542 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 233, + "IoU": 0.0, + "TN": 147223, + "TP": 0, + "n_pred": 233, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 756, + "IoU": 0.0, + "TN": 146700, + "TP": 0, + "n_pred": 756, + "n_ref": 0 + }, + "12": { + "Dice": 0.3840960240060015, + "FN": 787, + "FP": 34, + "IoU": 0.23769730733519034, + "TN": 146379, + "TP": 256, + "n_pred": 290, + "n_ref": 1043 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 65, + "IoU": 0.0, + "TN": 147391, + "TP": 0, + "n_pred": 65, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 3806, + "IoU": 0.0, + "TN": 143650, + "TP": 0, + "n_pred": 3806, + "n_ref": 0 + }, + "3": { + "Dice": 0.8997075444730304, + "FN": 4032, + "FP": 529, + "IoU": 0.8176985491026819, + "TN": 122437, + "TP": 20458, + "n_pred": 20987, + "n_ref": 24490 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6343975283213182, + "FN": 2084, + "FP": 1111, + "IoU": 0.4645550527903469, + "TN": 141489, + "TP": 2772, + "n_pred": 3883, + "n_ref": 4856 + }, + "7": { + "Dice": 0.826796290088278, + "FN": 3100, + "FP": 0, + "IoU": 0.7047337841699209, + "TN": 136957, + "TP": 7399, + "n_pred": 7399, + "n_ref": 10499 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0119.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0119.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 605, + "IoU": 0.0, + "TN": 163235, + "TP": 0, + "n_pred": 605, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 6449, + "IoU": 0.0, + "TN": 157391, + "TP": 0, + "n_pred": 6449, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 163839, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 10, + "IoU": 0.0, + "TN": 163830, + "TP": 0, + "n_pred": 10, + "n_ref": 0 + }, + "13": { + "Dice": 0.8403724642500832, + "FN": 1545, + "FP": 2295, + "IoU": 0.7246917120734155, + "TN": 149892, + "TP": 10108, + "n_pred": 12403, + "n_ref": 11653 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.35306846186211455, + "FN": 10459, + "FP": 304, + "IoU": 0.21437956204379563, + "TN": 150140, + "TP": 2937, + "n_pred": 3241, + "n_ref": 13396 + }, + "3": { + "Dice": 0.5685692812784304, + "FN": 192, + "FP": 10715, + "IoU": 0.39720349287056483, + "TN": 145746, + "TP": 7187, + "n_pred": 17902, + "n_ref": 7379 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.4058074375955171, + "FN": 11412, + "FP": 252, + "IoU": 0.25455358854732535, + "TN": 148193, + "TP": 3983, + "n_pred": 4235, + "n_ref": 15395 + }, + "7": { + "Dice": 0.5333439376466378, + "FN": 1104, + "FP": 10631, + "IoU": 0.3636462230898541, + "TN": 145399, + "TP": 6706, + "n_pred": 17337, + "n_ref": 7810 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 15, + "IoU": 0.0, + "TN": 163825, + "TP": 0, + "n_pred": 15, + "n_ref": 0 + }, + "9": { + "Dice": 0.5578231292517006, + "FN": 20, + "FP": 110, + "IoU": 0.3867924528301887, + "TN": 163628, + "TP": 82, + "n_pred": 192, + "n_ref": 102 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0153.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0153.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.742172514533597, + "FN": 7355, + "FP": 1382, + "IoU": 0.5900431681681682, + "TN": 158912, + "TP": 12575, + "n_pred": 13957, + "n_ref": 19930 + }, + "10": { + "Dice": 0.7337065173930428, + "FN": 1288, + "FP": 44, + "IoU": 0.5794126934006947, + "TN": 177057, + "TP": 1835, + "n_pred": 1879, + "n_ref": 3123 + }, + "11": { + "Dice": 0.0, + "FN": 143, + "FP": 0, + "IoU": 0.0, + "TN": 180081, + "TP": 0, + "n_pred": 0, + "n_ref": 143 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 316, + "IoU": 0.0, + "TN": 179908, + "TP": 0, + "n_pred": 316, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9554438860971525, + "FN": 274, + "FP": 923, + "IoU": 0.9146889031430404, + "TN": 166193, + "TP": 12834, + "n_pred": 13757, + "n_ref": 13108 + }, + "3": { + "Dice": 0.9421316799527606, + "FN": 209, + "FP": 183, + "IoU": 0.8905944739045493, + "TN": 176641, + "TP": 3191, + "n_pred": 3374, + "n_ref": 3400 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6859925788497218, + "FN": 2003, + "FP": 7475, + "IoU": 0.5220614189904694, + "TN": 160393, + "TP": 10353, + "n_pred": 17828, + "n_ref": 12356 + }, + "7": { + "Dice": 0.705832628909552, + "FN": 357, + "FP": 339, + "IoU": 0.5453951665578054, + "TN": 178693, + "TP": 835, + "n_pred": 1174, + "n_ref": 1192 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 1351, + "IoU": 0.0, + "TN": 178873, + "TP": 0, + "n_pred": 1351, + "n_ref": 0 + }, + "9": { + "Dice": 0.8358585858585859, + "FN": 844, + "FP": 196, + "IoU": 0.7180043383947939, + "TN": 176536, + "TP": 2648, + "n_pred": 2844, + "n_ref": 3492 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0161.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0161.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.26010040640688503, + "FN": 6149, + "FP": 41, + "IoU": 0.149491618576532, + "TN": 172946, + "TP": 1088, + "n_pred": 1129, + "n_ref": 7237 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 562, + "IoU": 0.0, + "TN": 179662, + "TP": 0, + "n_pred": 562, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.6961486556628257, + "FN": 2869, + "FP": 58, + "IoU": 0.5339171974522293, + "TN": 173944, + "TP": 3353, + "n_pred": 3411, + "n_ref": 6222 + }, + "2": { + "Dice": 0.9628040057224606, + "FN": 20, + "FP": 604, + "IoU": 0.9282758620689655, + "TN": 171524, + "TP": 8076, + "n_pred": 8680, + "n_ref": 8096 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.5383182213389641, + "FN": 2663, + "FP": 4771, + "IoU": 0.3682868796736914, + "TN": 168456, + "TP": 4334, + "n_pred": 9105, + "n_ref": 6997 + }, + "6": { + "Dice": 0.6190021940284269, + "FN": 5926, + "FP": 2062, + "IoU": 0.4482282240795745, + "TN": 165747, + "TP": 6489, + "n_pred": 8551, + "n_ref": 12415 + }, + "7": { + "Dice": 0.0, + "FN": 480, + "FP": 437, + "IoU": 0.0, + "TN": 179307, + "TP": 0, + "n_pred": 437, + "n_ref": 480 + }, + "8": { + "Dice": 0.9385113268608414, + "FN": 112, + "FP": 78, + "IoU": 0.8841463414634146, + "TN": 178584, + "TP": 1450, + "n_pred": 1528, + "n_ref": 1562 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 60, + "IoU": 0.0, + "TN": 180164, + "TP": 0, + "n_pred": 60, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0190.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0190.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.7880986937590712, + "FN": 436, + "FP": 148, + "IoU": 0.6502994011976048, + "TN": 178554, + "TP": 1086, + "n_pred": 1234, + "n_ref": 1522 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 24, + "IoU": 0.0, + "TN": 180200, + "TP": 0, + "n_pred": 24, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 441, + "FP": 0, + "IoU": 0.0, + "TN": 179783, + "TP": 0, + "n_pred": 0, + "n_ref": 441 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8386520865878152, + "FN": 1393, + "FP": 776, + "IoU": 0.7221368178324366, + "TN": 172418, + "TP": 5637, + "n_pred": 6413, + "n_ref": 7030 + }, + "3": { + "Dice": 0.8289732345380312, + "FN": 442, + "FP": 689, + "IoU": 0.7079028925619835, + "TN": 176352, + "TP": 2741, + "n_pred": 3430, + "n_ref": 3183 + }, + "4": { + "Dice": 0.958692691783931, + "FN": 202, + "FP": 162, + "IoU": 0.9206625980819529, + "TN": 175636, + "TP": 4224, + "n_pred": 4386, + "n_ref": 4426 + }, + "5": { + "Dice": 0.8924697374626631, + "FN": 775, + "FP": 593, + "IoU": 0.805819730305181, + "TN": 173179, + "TP": 5677, + "n_pred": 6270, + "n_ref": 6452 + }, + "6": { + "Dice": 0.8950891460744448, + "FN": 3219, + "FP": 135, + "IoU": 0.8101007813384667, + "TN": 162562, + "TP": 14308, + "n_pred": 14443, + "n_ref": 17527 + }, + "7": { + "Dice": 0.5458052073288332, + "FN": 431, + "FP": 511, + "IoU": 0.3753315649867374, + "TN": 178716, + "TP": 566, + "n_pred": 1077, + "n_ref": 997 + }, + "8": { + "Dice": 0.9515601783060921, + "FN": 105, + "FP": 58, + "IoU": 0.9075963718820862, + "TN": 178460, + "TP": 1601, + "n_pred": 1659, + "n_ref": 1706 + }, + "9": { + "Dice": 0.8118911964712369, + "FN": 171, + "FP": 3923, + "IoU": 0.6833475133420992, + "TN": 167295, + "TP": 8835, + "n_pred": 12758, + "n_ref": 9006 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0199.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0199.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 18, + "FP": 0, + "IoU": 0.0, + "TN": 147438, + "TP": 0, + "n_pred": 0, + "n_ref": 18 + }, + "10": { + "Dice": 0.0, + "FN": 288, + "FP": 0, + "IoU": 0.0, + "TN": 147168, + "TP": 0, + "n_pred": 0, + "n_ref": 288 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.6882966396292005, + "FN": 174, + "FP": 902, + "IoU": 0.5247349823321554, + "TN": 145192, + "TP": 1188, + "n_pred": 2090, + "n_ref": 1362 + }, + "15": { + "Dice": 0.5860265054638456, + "FN": 1770, + "FP": 5352, + "IoU": 0.4144536709693332, + "TN": 135293, + "TP": 5041, + "n_pred": 10393, + "n_ref": 6811 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 6558, + "IoU": 0.0, + "TN": 140898, + "TP": 0, + "n_pred": 6558, + "n_ref": 0 + }, + "3": { + "Dice": 0.6042943305186972, + "FN": 8124, + "FP": 77, + "IoU": 0.43296688100670677, + "TN": 132993, + "TP": 6262, + "n_pred": 6339, + "n_ref": 14386 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9962516399075404, + "FN": 35, + "FP": 85, + "IoU": 0.9925312752847452, + "TN": 131389, + "TP": 15947, + "n_pred": 16032, + "n_ref": 15982 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 4633, + "IoU": 0.0, + "TN": 142823, + "TP": 0, + "n_pred": 4633, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0212.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0212.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8718510405257394, + "FN": 823, + "FP": 698, + "IoU": 0.7728155339805826, + "TN": 173529, + "TP": 5174, + "n_pred": 5872, + "n_ref": 5997 + }, + "11": { + "Dice": 0.7338888888888889, + "FN": 762, + "FP": 196, + "IoU": 0.5796401930671347, + "TN": 177945, + "TP": 1321, + "n_pred": 1517, + "n_ref": 2083 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 112, + "IoU": 0.0, + "TN": 180112, + "TP": 0, + "n_pred": 112, + "n_ref": 0 + }, + "14": { + "Dice": 0.9615606104232652, + "FN": 237, + "FP": 297, + "IoU": 0.9259670040205185, + "TN": 173011, + "TP": 6679, + "n_pred": 6976, + "n_ref": 6916 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.9510010537407798, + "FN": 47, + "FP": 139, + "IoU": 0.9065796082370668, + "TN": 178233, + "TP": 1805, + "n_pred": 1944, + "n_ref": 1852 + }, + "6": { + "Dice": 0.840551724137931, + "FN": 298, + "FP": 3170, + "IoU": 0.7249583630739947, + "TN": 167615, + "TP": 9141, + "n_pred": 12311, + "n_ref": 9439 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.951741089717329, + "FN": 424, + "FP": 165, + "IoU": 0.9079255901203689, + "TN": 173827, + "TP": 5808, + "n_pred": 5973, + "n_ref": 6232 + }, + "9": { + "Dice": 0.8244649623739125, + "FN": 3161, + "FP": 128, + "IoU": 0.7013529465177517, + "TN": 169211, + "TP": 7724, + "n_pred": 7852, + "n_ref": 10885 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0282.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0282.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.30303030303030304, + "FN": 22, + "FP": 24, + "IoU": 0.17857142857142858, + "TN": 196552, + "TP": 10, + "n_pred": 34, + "n_ref": 32 + }, + "10": { + "Dice": 0.5851402384690457, + "FN": 9645, + "FP": 132, + "IoU": 0.41356765834932824, + "TN": 179936, + "TP": 6895, + "n_pred": 7027, + "n_ref": 16540 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6203554119547657, + "FN": 231, + "FP": 4, + "IoU": 0.4496487119437939, + "TN": 196181, + "TP": 192, + "n_pred": 196, + "n_ref": 423 + }, + "13": { + "Dice": 0.4608113430484443, + "FN": 626, + "FP": 743, + "IoU": 0.2993858751279427, + "TN": 194654, + "TP": 585, + "n_pred": 1328, + "n_ref": 1211 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.970409851130307, + "FN": 346, + "FP": 298, + "IoU": 0.9425205283827205, + "TN": 185404, + "TP": 10560, + "n_pred": 10858, + "n_ref": 10906 + }, + "4": { + "Dice": 0.8724978241949521, + "FN": 1719, + "FP": 39, + "IoU": 0.7738324971053647, + "TN": 188835, + "TP": 6015, + "n_pred": 6054, + "n_ref": 7734 + }, + "5": { + "Dice": 0.5967302452316077, + "FN": 187, + "FP": 109, + "IoU": 0.42524271844660194, + "TN": 196093, + "TP": 219, + "n_pred": 328, + "n_ref": 406 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 46, + "IoU": 0.0, + "TN": 196562, + "TP": 0, + "n_pred": 46, + "n_ref": 0 + }, + "7": { + "Dice": 0.0028368794326241137, + "FN": 930, + "FP": 1179, + "IoU": 0.0014204545454545455, + "TN": 194496, + "TP": 3, + "n_pred": 1182, + "n_ref": 933 + }, + "8": { + "Dice": 0.856076690471595, + "FN": 2022, + "FP": 215, + "IoU": 0.7483689538807649, + "TN": 187718, + "TP": 6653, + "n_pred": 6868, + "n_ref": 8675 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0299.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0299.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9733261078998073, + "FN": 297, + "FP": 589, + "IoU": 0.948038238226497, + "TN": 163173, + "TP": 16165, + "n_pred": 16754, + "n_ref": 16462 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 9, + "IoU": 0.0, + "TN": 180215, + "TP": 0, + "n_pred": 9, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 3529, + "IoU": 0.0, + "TN": 176695, + "TP": 0, + "n_pred": 3529, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 18, + "IoU": 0.0, + "TN": 180206, + "TP": 0, + "n_pred": 18, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 558, + "IoU": 0.0, + "TN": 179666, + "TP": 0, + "n_pred": 558, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.023622047244094488, + "FN": 465, + "FP": 31, + "IoU": 0.01195219123505976, + "TN": 179722, + "TP": 6, + "n_pred": 37, + "n_ref": 471 + }, + "6": { + "Dice": 0.0, + "FN": 5271, + "FP": 59, + "IoU": 0.0, + "TN": 174894, + "TP": 0, + "n_pred": 59, + "n_ref": 5271 + }, + "7": { + "Dice": 0.006828763579927574, + "FN": 9496, + "FP": 103, + "IoU": 0.003426079734219269, + "TN": 170592, + "TP": 33, + "n_pred": 136, + "n_ref": 9529 + }, + "8": { + "Dice": 0.9258908158144203, + "FN": 486, + "FP": 843, + "IoU": 0.8620080988474718, + "TN": 170593, + "TP": 8302, + "n_pred": 9145, + "n_ref": 8788 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0317.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0317.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 590, + "IoU": 0.0, + "TN": 146866, + "TP": 0, + "n_pred": 590, + "n_ref": 0 + }, + "11": { + "Dice": 0.8228095937347039, + "FN": 630, + "FP": 94, + "IoU": 0.6989604989604989, + "TN": 145051, + "TP": 1681, + "n_pred": 1775, + "n_ref": 2311 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 18, + "FP": 0, + "IoU": 0.0, + "TN": 147438, + "TP": 0, + "n_pred": 0, + "n_ref": 18 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.7657106026426039, + "FN": 2038, + "FP": 143, + "IoU": 0.6203655352480417, + "TN": 141711, + "TP": 3564, + "n_pred": 3707, + "n_ref": 5602 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 483, + "IoU": 0.0, + "TN": 146973, + "TP": 0, + "n_pred": 483, + "n_ref": 0 + }, + "6": { + "Dice": 0.9460728855977236, + "FN": 868, + "FP": 705, + "IoU": 0.8976644330232255, + "TN": 132085, + "TP": 13798, + "n_pred": 14503, + "n_ref": 14666 + }, + "7": { + "Dice": 0.8158627603876574, + "FN": 181, + "FP": 1472, + "IoU": 0.6889934148635936, + "TN": 142141, + "TP": 3662, + "n_pred": 5134, + "n_ref": 3843 + }, + "8": { + "Dice": 0.77438988359038, + "FN": 4337, + "FP": 3299, + "IoU": 0.6318403162817607, + "TN": 126715, + "TP": 13105, + "n_pred": 16404, + "n_ref": 17442 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 43, + "IoU": 0.0, + "TN": 147413, + "TP": 0, + "n_pred": 43, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0320.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0320.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9751248216833096, + "FN": 303, + "FP": 255, + "IoU": 0.9514571552849065, + "TN": 135961, + "TP": 10937, + "n_pred": 11192, + "n_ref": 11240 + }, + "10": { + "Dice": 0.009389671361502348, + "FN": 211, + "FP": 0, + "IoU": 0.0047169811320754715, + "TN": 147244, + "TP": 1, + "n_pred": 1, + "n_ref": 212 + }, + "11": { + "Dice": 0.4692737430167598, + "FN": 10, + "FP": 85, + "IoU": 0.30656934306569344, + "TN": 147319, + "TP": 42, + "n_pred": 127, + "n_ref": 52 + }, + "12": { + "Dice": 0.8315643747115828, + "FN": 729, + "FP": 366, + "IoU": 0.7116903633491312, + "TN": 143658, + "TP": 2703, + "n_pred": 3069, + "n_ref": 3432 + }, + "13": { + "Dice": 0.6335223142898677, + "FN": 2495, + "FP": 26, + "IoU": 0.46361702127659576, + "TN": 142756, + "TP": 2179, + "n_pred": 2205, + "n_ref": 4674 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.945054945054945, + "FN": 119, + "FP": 101, + "IoU": 0.8958333333333334, + "TN": 145344, + "TP": 1892, + "n_pred": 1993, + "n_ref": 2011 + }, + "3": { + "Dice": 0.9749960436777971, + "FN": 510, + "FP": 122, + "IoU": 0.9512119808553342, + "TN": 134502, + "TP": 12322, + "n_pred": 12444, + "n_ref": 12832 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9502024291497976, + "FN": 142, + "FP": 350, + "IoU": 0.9051291939838025, + "TN": 142270, + "TP": 4694, + "n_pred": 5044, + "n_ref": 4836 + }, + "7": { + "Dice": 0.0008539709649871904, + "FN": 14, + "FP": 7006, + "IoU": 0.00042716787697565144, + "TN": 140433, + "TP": 3, + "n_pred": 7009, + "n_ref": 17 + }, + "8": { + "Dice": 0.9563398692810458, + "FN": 130, + "FP": 37, + "IoU": 0.9163326653306614, + "TN": 145460, + "TP": 1829, + "n_pred": 1866, + "n_ref": 1959 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 38, + "IoU": 0.0, + "TN": 147418, + "TP": 0, + "n_pred": 38, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0348.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0348.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8603594897564747, + "FN": 2380, + "FP": 510, + "IoU": 0.7549393708131943, + "TN": 152047, + "TP": 8903, + "n_pred": 9413, + "n_ref": 11283 + }, + "10": { + "Dice": 0.5408805031446541, + "FN": 218, + "FP": 1, + "IoU": 0.3706896551724138, + "TN": 163492, + "TP": 129, + "n_pred": 130, + "n_ref": 347 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 60, + "IoU": 0.0, + "TN": 163780, + "TP": 0, + "n_pred": 60, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5220125786163522, + "FN": 19, + "FP": 285, + "IoU": 0.35319148936170214, + "TN": 163370, + "TP": 166, + "n_pred": 451, + "n_ref": 185 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1689, + "IoU": 0.0, + "TN": 162151, + "TP": 0, + "n_pred": 1689, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 84, + "IoU": 0.0, + "TN": 163756, + "TP": 0, + "n_pred": 84, + "n_ref": 0 + }, + "2": { + "Dice": 0.1535222915570258, + "FN": 11259, + "FP": 0, + "IoU": 0.08314332247557003, + "TN": 151560, + "TP": 1021, + "n_pred": 1021, + "n_ref": 12280 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1724, + "IoU": 0.0, + "TN": 162116, + "TP": 0, + "n_pred": 1724, + "n_ref": 0 + }, + "4": { + "Dice": 0.9327242524916943, + "FN": 253, + "FP": 71, + "IoU": 0.8739299610894942, + "TN": 161270, + "TP": 2246, + "n_pred": 2317, + "n_ref": 2499 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.863200342151891, + "FN": 75, + "FP": 2164, + "IoU": 0.7593249489412017, + "TN": 154537, + "TP": 7064, + "n_pred": 9228, + "n_ref": 7139 + }, + "7": { + "Dice": 0.8173791821561338, + "FN": 242, + "FP": 544, + "IoU": 0.6911591355599214, + "TN": 161295, + "TP": 1759, + "n_pred": 2303, + "n_ref": 2001 + }, + "8": { + "Dice": 0.9590072340175263, + "FN": 341, + "FP": 356, + "IoU": 0.9212429378531073, + "TN": 154990, + "TP": 8153, + "n_pred": 8509, + "n_ref": 8494 + }, + "9": { + "Dice": 0.9368220954936822, + "FN": 412, + "FP": 153, + "IoU": 0.8811527135044174, + "TN": 159086, + "TP": 4189, + "n_pred": 4342, + "n_ref": 4601 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0351.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0351.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 105, + "FP": 0, + "IoU": 0.0, + "TN": 147351, + "TP": 0, + "n_pred": 0, + "n_ref": 105 + }, + "10": { + "Dice": 0.660377358490566, + "FN": 100, + "FP": 8, + "IoU": 0.49295774647887325, + "TN": 147243, + "TP": 105, + "n_pred": 113, + "n_ref": 205 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5659259259259259, + "FN": 7, + "FP": 286, + "IoU": 0.39462809917355374, + "TN": 146972, + "TP": 191, + "n_pred": 477, + "n_ref": 198 + }, + "13": { + "Dice": 0.6981291490645746, + "FN": 1349, + "FP": 1152, + "IoU": 0.5362506953458187, + "TN": 142063, + "TP": 2892, + "n_pred": 4044, + "n_ref": 4241 + }, + "14": { + "Dice": 0.23034021193530396, + "FN": 339, + "FP": 2421, + "IoU": 0.13016073116924046, + "TN": 144283, + "TP": 413, + "n_pred": 2834, + "n_ref": 752 + }, + "15": { + "Dice": 0.6735352914039674, + "FN": 4240, + "FP": 6, + "IoU": 0.5077672153953164, + "TN": 138830, + "TP": 4380, + "n_pred": 4386, + "n_ref": 8620 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 27, + "IoU": 0.0, + "TN": 147429, + "TP": 0, + "n_pred": 27, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9282793678859542, + "FN": 194, + "FP": 455, + "IoU": 0.8661579707156115, + "TN": 142607, + "TP": 4200, + "n_pred": 4655, + "n_ref": 4394 + }, + "5": { + "Dice": 0.5652173913043478, + "FN": 135, + "FP": 225, + "IoU": 0.3939393939393939, + "TN": 146862, + "TP": 234, + "n_pred": 459, + "n_ref": 369 + }, + "6": { + "Dice": 0.9553016299781549, + "FN": 161, + "FP": 371, + "IoU": 0.9144281807945954, + "TN": 141239, + "TP": 5685, + "n_pred": 6056, + "n_ref": 5846 + }, + "7": { + "Dice": 0.8853754940711462, + "FN": 575, + "FP": 527, + "IoU": 0.7943262411347518, + "TN": 142098, + "TP": 4256, + "n_pred": 4783, + "n_ref": 4831 + }, + "8": { + "Dice": 0.9344859733875752, + "FN": 442, + "FP": 331, + "IoU": 0.8770283168946866, + "TN": 141170, + "TP": 5513, + "n_pred": 5844, + "n_ref": 5955 + }, + "9": { + "Dice": 0.9090909090909091, + "FN": 200, + "FP": 917, + "IoU": 0.8333333333333334, + "TN": 140754, + "TP": 5585, + "n_pred": 6502, + "n_ref": 5785 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0400.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0400.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9719425563448664, + "FN": 342, + "FP": 207, + "IoU": 0.9454165838138795, + "TN": 137398, + "TP": 9509, + "n_pred": 9716, + "n_ref": 9851 + }, + "10": { + "Dice": 0.46760717709902755, + "FN": 3848, + "FP": 39, + "IoU": 0.3051483732570611, + "TN": 141862, + "TP": 1707, + "n_pred": 1746, + "n_ref": 5555 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1786, + "IoU": 0.0, + "TN": 145670, + "TP": 0, + "n_pred": 1786, + "n_ref": 0 + }, + "14": { + "Dice": 0.9114730011019958, + "FN": 419, + "FP": 304, + "IoU": 0.8373453318335208, + "TN": 143011, + "TP": 3722, + "n_pred": 4026, + "n_ref": 4141 + }, + "15": { + "Dice": 0.22777777777777777, + "FN": 556, + "FP": 0, + "IoU": 0.12852664576802508, + "TN": 146818, + "TP": 82, + "n_pred": 82, + "n_ref": 638 + }, + "2": { + "Dice": 0.6046419361237849, + "FN": 9560, + "FP": 405, + "IoU": 0.43332385555871483, + "TN": 129871, + "TP": 7620, + "n_pred": 8025, + "n_ref": 17180 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 9224, + "IoU": 0.0, + "TN": 138232, + "TP": 0, + "n_pred": 9224, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 59, + "IoU": 0.0, + "TN": 147397, + "TP": 0, + "n_pred": 59, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 153, + "IoU": 0.0, + "TN": 147303, + "TP": 0, + "n_pred": 153, + "n_ref": 0 + }, + "6": { + "Dice": 0.9416635302973279, + "FN": 38, + "FP": 117, + "IoU": 0.8897581792318634, + "TN": 146050, + "TP": 1251, + "n_pred": 1368, + "n_ref": 1289 + }, + "7": { + "Dice": 0.6967282385609079, + "FN": 5024, + "FP": 0, + "IoU": 0.5345993515516443, + "TN": 136661, + "TP": 5771, + "n_pred": 5771, + "n_ref": 10795 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0402.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869820/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0402.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": 0.5301723497180243, + "FN": 837.0715555555555, + "FP": 776.6297777777778, + "IoU": 0.4510505966261193, + "TN": 159361.78933333332, + "TP": 2864.509333333334, + "n_pred": 3641.1391111111107, + "n_ref": 3701.5808888888887 + }, + "mean": { + "1": { + "Dice": 0.5264732502143665, + "FN": 883.2733333333333, + "FP": 314.58666666666664, + "IoU": 0.4767361391487439, + "TN": 159442.73333333334, + "TP": 3199.4066666666668, + "n_pred": 3513.9933333333333, + "n_ref": 4082.6799999999994 + }, + "10": { + "Dice": 0.4294166930629221, + "FN": 1203.5933333333335, + "FP": 909.18, + "IoU": 0.34665910471565065, + "TN": 159279.79333333333, + "TP": 2447.4333333333334, + "n_pred": 3356.6133333333332, + "n_ref": 3651.026666666667 + }, + "11": { + "Dice": 0.4651810328002024, + "FN": 181.14666666666668, + "FP": 145.58, + "IoU": 0.36103584158384033, + "TN": 163160.26, + "TP": 353.0133333333333, + "n_pred": 498.59333333333336, + "n_ref": 534.1600000000001 + }, + "12": { + "Dice": 0.34131030941954943, + "FN": 235.18666666666667, + "FP": 139.92000000000002, + "IoU": 0.2604556150196566, + "TN": 163096.05333333334, + "TP": 368.84000000000003, + "n_pred": 508.75999999999993, + "n_ref": 604.0266666666666 + }, + "13": { + "Dice": 0.358011452868406, + "FN": 1229.3200000000002, + "FP": 947.4333333333332, + "IoU": 0.2704101964826131, + "TN": 160096.09333333332, + "TP": 1567.1533333333332, + "n_pred": 2514.586666666667, + "n_ref": 2796.4733333333334 + }, + "14": { + "Dice": 0.6352483482377391, + "FN": 602.0666666666667, + "FP": 794.0533333333333, + "IoU": 0.5594137702717743, + "TN": 159258.1733333333, + "TP": 3185.706666666667, + "n_pred": 3979.7600000000007, + "n_ref": 3787.7733333333335 + }, + "15": { + "Dice": 0.4980213711120799, + "FN": 645.0466666666666, + "FP": 771.5666666666667, + "IoU": 0.4028791402532189, + "TN": 160638.80000000002, + "TP": 1784.5866666666668, + "n_pred": 2556.153333333333, + "n_ref": 2429.633333333333 + }, + "2": { + "Dice": 0.47192927220724845, + "FN": 1421.5733333333333, + "FP": 818.6066666666667, + "IoU": 0.40521891051336023, + "TN": 158580.97333333333, + "TP": 3018.846666666667, + "n_pred": 3837.4533333333334, + "n_ref": 4440.42 + }, + "3": { + "Dice": 0.605034792185665, + "FN": 732.3133333333334, + "FP": 1416.0533333333333, + "IoU": 0.5487998525004876, + "TN": 157161.58000000002, + "TP": 4530.053333333333, + "n_pred": 5946.1066666666675, + "n_ref": 5262.366666666667 + }, + "4": { + "Dice": 0.5031588749557939, + "FN": 445.9466666666666, + "FP": 495.47333333333324, + "IoU": 0.44008428923825826, + "TN": 160809.08666666667, + "TP": 2089.493333333333, + "n_pred": 2584.9666666666662, + "n_ref": 2535.4399999999996 + }, + "5": { + "Dice": 0.52405493122841, + "FN": 539.3333333333334, + "FP": 313.5266666666667, + "IoU": 0.4219862340264992, + "TN": 161915.02666666667, + "TP": 1072.1133333333332, + "n_pred": 1385.6399999999999, + "n_ref": 1611.4466666666663 + }, + "6": { + "Dice": 0.7515425508112495, + "FN": 1393.76, + "FP": 2320.8866666666668, + "IoU": 0.6665553842019489, + "TN": 150575.7, + "TP": 9549.653333333334, + "n_pred": 11870.539999999999, + "n_ref": 10943.413333333334 + }, + "7": { + "Dice": 0.44012499006278744, + "FN": 2019.1599999999999, + "FP": 1197.4599999999998, + "IoU": 0.3516773530577174, + "TN": 157727.00000000003, + "TP": 2896.38, + "n_pred": 4093.84, + "n_ref": 4915.539999999999 + }, + "8": { + "Dice": 0.7894782284053997, + "FN": 518.5600000000001, + "FP": 411.9266666666666, + "IoU": 0.7264076680875485, + "TN": 158555.16666666666, + "TP": 4354.346666666666, + "n_pred": 4766.273333333333, + "n_ref": 4872.906666666667 + }, + "9": { + "Dice": 0.613599148198545, + "FN": 505.79333333333335, + "FP": 653.1933333333334, + "IoU": 0.5274394502904725, + "TN": 160130.4, + "TP": 2550.6133333333337, + "n_pred": 3203.8066666666664, + "n_ref": 3056.4066666666668 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/loop_003/summary.json b/nnActive_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/loop_003/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d92a67f1c8569db12391808b5d2d21545f2154c3 --- /dev/null +++ b/nnActive_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/loop_003/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.6920201299203691, + "FN": 28561.725333333332, + "FP": 62053.54666666666, + "IoU": 0.5637655878620422, + "TN": 96208316.76266667, + "TP": 158028.80533333338, + "n_pred": 220082.35199999998, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.7584377687792945, + "FN": 21359.1, + "FP": 80619.68, + "IoU": 0.6357426922380305, + "TN": 96182053.02, + "TP": 172929.04, + "n_pred": 253548.72, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.5993042448216523, + "FN": 18553.78, + "FP": 54295.18, + "IoU": 0.4446745802124028, + "TN": 96328443.1, + "TP": 55668.78, + "n_pred": 109963.96, + "n_ref": 74222.56 + }, + "11": { + "Dice": 0.6906830440343523, + "FN": 983.64, + "FP": 1414.66, + "IoU": 0.5430676650813564, + "TN": 96451845.8, + "TP": 2716.74, + "n_pred": 4131.4, + "n_ref": 3700.38 + }, + "12": { + "Dice": 0.628109469492163, + "FN": 1493.46, + "FP": 1628.74, + "IoU": 0.47301584630667476, + "TN": 96451095.44, + "TP": 2743.2, + "n_pred": 4371.94, + "n_ref": 4236.66 + }, + "13": { + "Dice": 0.5594952844937745, + "FN": 22654.34, + "FP": 31018.86, + "IoU": 0.4040461819000514, + "TN": 96368083.84, + "TP": 35203.8, + "n_pred": 66222.66, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.65197760413676, + "FN": 43293.52, + "FP": 51776.96, + "IoU": 0.5234976222610689, + "TN": 96266825.74, + "TP": 95064.62, + "n_pred": 146841.58, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.39224560202955283, + "FN": 10392.86, + "FP": 121121.16, + "IoU": 0.2730700605866695, + "TN": 96281792.64, + "TP": 43654.18, + "n_pred": 164775.34, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.7918396846915376, + "FN": 33347.04, + "FP": 32483.86, + "IoU": 0.6728559027716174, + "TN": 96267635.28, + "TP": 123494.66, + "n_pred": 155978.52, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.8272530222348261, + "FN": 12633.34, + "FP": 52768.06, + "IoU": 0.719042765729937, + "TN": 96240790.2, + "TP": 150769.24, + "n_pred": 203537.3, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.6004771691921611, + "FN": 5193.5, + "FP": 22111.46, + "IoU": 0.4761755345539575, + "TN": 96408271.88, + "TP": 21384.0, + "n_pred": 43495.46, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.6890681075348103, + "FN": 6692.86, + "FP": 4403.04, + "IoU": 0.5469135705754574, + "TN": 96435405.64, + "TP": 10459.3, + "n_pred": 14862.34, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.8735521547289283, + "FN": 102701.5, + "FP": 281277.72, + "IoU": 0.7851790551764711, + "TN": 94816459.5, + "TP": 1256522.12, + "n_pred": 1537799.84, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.6217709064459653, + "FN": 126666.44, + "FP": 151858.2, + "IoU": 0.4711402371393703, + "TN": 95966177.98, + "TP": 212258.22, + "n_pred": 364116.42, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.8736083723507474, + "FN": 11772.2, + "FP": 26748.8, + "IoU": 0.7819883536865359, + "TN": 96297842.86, + "TP": 120596.98, + "n_pred": 147345.78, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.82247951383901, + "FN": 10688.3, + "FP": 17276.82, + "IoU": 0.7060737497110342, + "TN": 96362028.52, + "TP": 66967.2, + "n_pred": 84244.02, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.5082040448116946, + "FN": 4526, + "FP": 166109, + "IoU": 0.34066592220217234, + "TN": 119334521, + "TP": 88164, + "n_pred": 254273, + "n_ref": 92690 + }, + "10": { + "Dice": 0.6793855887594172, + "FN": 9189, + "FP": 53242, + "IoU": 0.5144465962030534, + "TN": 119464743, + "TP": 66146, + "n_pred": 119388, + "n_ref": 75335 + }, + "11": { + "Dice": 0.7719631236442517, + "FN": 699, + "FP": 983, + "IoU": 0.628615588430117, + "TN": 119588791, + "TP": 2847, + "n_pred": 3830, + "n_ref": 3546 + }, + "12": { + "Dice": 0.715934356802541, + "FN": 1084, + "FP": 1599, + "IoU": 0.5575527704485488, + "TN": 119587256, + "TP": 3381, + "n_pred": 4980, + "n_ref": 4465 + }, + "13": { + "Dice": 0.4504731861198738, + "FN": 24554, + "FP": 44255, + "IoU": 0.2907166123778502, + "TN": 119496308, + "TP": 28203, + "n_pred": 72458, + "n_ref": 52757 + }, + "14": { + "Dice": 0.31579497270423934, + "FN": 193080, + "FP": 42669, + "IoU": 0.18750387725139064, + "TN": 119303166, + "TP": 54405, + "n_pred": 97074, + "n_ref": 247485 + }, + "15": { + "Dice": 0.0005523833540477092, + "FN": 32771, + "FP": 300147, + "IoU": 0.0002762679799405423, + "TN": 119260310, + "TP": 92, + "n_pred": 300239, + "n_ref": 32863 + }, + "2": { + "Dice": 0.828963561286131, + "FN": 8100, + "FP": 46658, + "IoU": 0.707888784568112, + "TN": 119405864, + "TP": 132698, + "n_pred": 179356, + "n_ref": 140798 + }, + "3": { + "Dice": 0.8693126918173034, + "FN": 7085, + "FP": 42012, + "IoU": 0.7688356325627383, + "TN": 119380930, + "TP": 163293, + "n_pred": 205305, + "n_ref": 170378 + }, + "4": { + "Dice": 0.8038398313137689, + "FN": 19758, + "FP": 8523, + "IoU": 0.6720168856622636, + "TN": 119507093, + "TP": 57946, + "n_pred": 66469, + "n_ref": 77704 + }, + "5": { + "Dice": 0.23748648873368255, + "FN": 52839, + "FP": 20527, + "IoU": 0.13474307414702033, + "TN": 119508529, + "TP": 11425, + "n_pred": 31952, + "n_ref": 64264 + }, + "6": { + "Dice": 0.9355263638306679, + "FN": 41714, + "FP": 115447, + "IoU": 0.8788628783680353, + "TN": 118295939, + "TP": 1140220, + "n_pred": 1255667, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 212558, + "IoU": 0.0, + "TN": 119380762, + "TP": 0, + "n_pred": 212558, + "n_ref": 0 + }, + "8": { + "Dice": 0.8032726695377777, + "FN": 43657, + "FP": 75293, + "IoU": 0.6712244711813531, + "TN": 119231523, + "TP": 242847, + "n_pred": 318140, + "n_ref": 286504 + }, + "9": { + "Dice": 0.8240546914332654, + "FN": 14336, + "FP": 12224, + "IoU": 0.7007593681696298, + "TN": 119504562, + "TP": 62198, + "n_pred": 74422, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.840619083680424, + "FN": 10957, + "FP": 56391, + "IoU": 0.7250585824277211, + "TN": 72580706, + "TP": 177606, + "n_pred": 233997, + "n_ref": 188563 + }, + "10": { + "Dice": 0.4412330729281088, + "FN": 18240, + "FP": 108932, + "IoU": 0.2830654572309635, + "TN": 72648277, + "TP": 50211, + "n_pred": 159143, + "n_ref": 68451 + }, + "11": { + "Dice": 0.6397146254458977, + "FN": 633, + "FP": 1185, + "IoU": 0.47027972027972026, + "TN": 72822228, + "TP": 1614, + "n_pred": 2799, + "n_ref": 2247 + }, + "12": { + "Dice": 0.6375487165703535, + "FN": 502, + "FP": 2195, + "IoU": 0.4679423949496942, + "TN": 72820591, + "TP": 2372, + "n_pred": 4567, + "n_ref": 2874 + }, + "13": { + "Dice": 0.5703655774830152, + "FN": 14923, + "FP": 38197, + "IoU": 0.398959040506902, + "TN": 72737280, + "TP": 35260, + "n_pred": 73457, + "n_ref": 50183 + }, + "14": { + "Dice": 0.7704906758365295, + "FN": 4067, + "FP": 39316, + "IoU": 0.6266651750370039, + "TN": 72709456, + "TP": 72821, + "n_pred": 112137, + "n_ref": 76888 + }, + "15": { + "Dice": 0.31332339953844196, + "FN": 7996, + "FP": 143158, + "IoU": 0.18576376731182564, + "TN": 72640021, + "TP": 34485, + "n_pred": 177643, + "n_ref": 42481 + }, + "2": { + "Dice": 0.8391442207327561, + "FN": 8017, + "FP": 40989, + "IoU": 0.7228669019182048, + "TN": 72648828, + "TP": 127826, + "n_pred": 168815, + "n_ref": 135843 + }, + "3": { + "Dice": 0.9489614081332642, + "FN": 5465, + "FP": 7624, + "IoU": 0.9028796996386463, + "TN": 72690889, + "TP": 121682, + "n_pred": 129306, + "n_ref": 127147 + }, + "4": { + "Dice": 0.7244261401489915, + "FN": 3088, + "FP": 15112, + "IoU": 0.5679217511039362, + "TN": 72783538, + "TP": 23922, + "n_pred": 39034, + "n_ref": 27010 + }, + "5": { + "Dice": 0.7844703417572345, + "FN": 2648, + "FP": 644, + "IoU": 0.6453732629537865, + "TN": 72816377, + "TP": 5991, + "n_pred": 6635, + "n_ref": 8639 + }, + "6": { + "Dice": 0.9244292047106243, + "FN": 60116, + "FP": 127525, + "IoU": 0.8594777849671088, + "TN": 71490348, + "TP": 1147671, + "n_pred": 1275196, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.6602068269715823, + "FN": 97536, + "FP": 47958, + "IoU": 0.49276771987072887, + "TN": 72538821, + "TP": 141345, + "n_pred": 189303, + "n_ref": 238881 + }, + "8": { + "Dice": 0.8816801965218241, + "FN": 3998, + "FP": 10548, + "IoU": 0.7883971953099997, + "TN": 72756918, + "TP": 54196, + "n_pred": 64744, + "n_ref": 58194 + }, + "9": { + "Dice": 0.8308022931534587, + "FN": 11105, + "FP": 16136, + "IoU": 0.7105746857768191, + "TN": 72731539, + "TP": 66880, + "n_pred": 83016, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8618985410271933, + "FN": 16590, + "FP": 61426, + "IoU": 0.7573125701860534, + "TN": 71488021, + "TP": 243451, + "n_pred": 304877, + "n_ref": 260041 + }, + "10": { + "Dice": 0.681709481834477, + "FN": 15182, + "FP": 58155, + "IoU": 0.5171162747822193, + "TN": 71657615, + "TP": 78536, + "n_pred": 136691, + "n_ref": 93718 + }, + "11": { + "Dice": 0.6822840409956076, + "FN": 1039, + "FP": 1131, + "IoU": 0.5177777777777778, + "TN": 71804988, + "TP": 2330, + "n_pred": 3461, + "n_ref": 3369 + }, + "12": { + "Dice": 0.6215017064846416, + "FN": 2867, + "FP": 1569, + "IoU": 0.4508541718247091, + "TN": 71801410, + "TP": 3642, + "n_pred": 5211, + "n_ref": 6509 + }, + "13": { + "Dice": 0.6217961637209628, + "FN": 28421, + "FP": 14740, + "IoU": 0.45116415101537366, + "TN": 71730847, + "TP": 35480, + "n_pred": 50220, + "n_ref": 63901 + }, + "14": { + "Dice": 0.6504555128983136, + "FN": 264388, + "FP": 12669, + "IoU": 0.4819815271857004, + "TN": 71274648, + "TP": 257783, + "n_pred": 270452, + "n_ref": 522171 + }, + "15": { + "Dice": 0.54376490692143, + "FN": 98247, + "FP": 40052, + "IoU": 0.3734046168135378, + "TN": 71588773, + "TP": 82416, + "n_pred": 122468, + "n_ref": 180663 + }, + "2": { + "Dice": 0.85265500838532, + "FN": 22565, + "FP": 20398, + "IoU": 0.7431548615428762, + "TN": 71642216, + "TP": 124309, + "n_pred": 144707, + "n_ref": 146874 + }, + "3": { + "Dice": 0.9109971380805304, + "FN": 8170, + "FP": 26381, + "IoU": 0.8365424646128227, + "TN": 71598112, + "TP": 176825, + "n_pred": 203206, + "n_ref": 184995 + }, + "4": { + "Dice": 0.7138780372925498, + "FN": 1092, + "FP": 9235, + "IoU": 0.5550624730719518, + "TN": 71786278, + "TP": 12883, + "n_pred": 22118, + "n_ref": 13975 + }, + "5": { + "Dice": 0.8337914605094374, + "FN": 1243, + "FP": 2385, + "IoU": 0.7149591451917033, + "TN": 71796760, + "TP": 9100, + "n_pred": 11485, + "n_ref": 10343 + }, + "6": { + "Dice": 0.9141934919723681, + "FN": 45898, + "FP": 179798, + "IoU": 0.8419488050711733, + "TN": 70381495, + "TP": 1202297, + "n_pred": 1382095, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.8313087579682963, + "FN": 21726, + "FP": 64887, + "IoU": 0.7113159815616594, + "TN": 71509461, + "TP": 213414, + "n_pred": 278301, + "n_ref": 235140 + }, + "8": { + "Dice": 0.9354204532809081, + "FN": 5581, + "FP": 4865, + "IoU": 0.8786759581881534, + "TN": 71723388, + "TP": 75654, + "n_pred": 80519, + "n_ref": 81235 + }, + "9": { + "Dice": 0.8499004614966972, + "FN": 13018, + "FP": 13522, + "IoU": 0.7389799169928598, + "TN": 71707810, + "TP": 75138, + "n_pred": 88660, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7202927841429443, + "FN": 6951, + "FP": 154004, + "IoU": 0.5628574842883448, + "TN": 135077312, + "TP": 207243, + "n_pred": 361247, + "n_ref": 214194 + }, + "10": { + "Dice": 0.6692564491654022, + "FN": 18979, + "FP": 46409, + "IoU": 0.5029191753329685, + "TN": 135313966, + "TP": 66156, + "n_pred": 112565, + "n_ref": 85135 + }, + "11": { + "Dice": 0.6604771115409414, + "FN": 986, + "FP": 1647, + "IoU": 0.49306892568348093, + "TN": 135440316, + "TP": 2561, + "n_pred": 4208, + "n_ref": 3547 + }, + "12": { + "Dice": 0.74609375, + "FN": 1688, + "FP": 912, + "IoU": 0.5950155763239875, + "TN": 135439090, + "TP": 3820, + "n_pred": 4732, + "n_ref": 5508 + }, + "13": { + "Dice": 0.5638166164198429, + "FN": 10744, + "FP": 35409, + "IoU": 0.39257982153667975, + "TN": 135369528, + "TP": 29829, + "n_pred": 65238, + "n_ref": 40573 + }, + "14": { + "Dice": 0.8540927842512847, + "FN": 13204, + "FP": 31148, + "IoU": 0.7453420072001515, + "TN": 135271347, + "TP": 129811, + "n_pred": 160959, + "n_ref": 143015 + }, + "15": { + "Dice": 0.27888994914070414, + "FN": 8774, + "FP": 211135, + "IoU": 0.16204074167219187, + "TN": 135183076, + "TP": 42525, + "n_pred": 253660, + "n_ref": 51299 + }, + "2": { + "Dice": 0.8214987983395237, + "FN": 42219, + "FP": 30494, + "IoU": 0.6970708194289952, + "TN": 135205477, + "TP": 167320, + "n_pred": 197814, + "n_ref": 209539 + }, + "3": { + "Dice": 0.8408163601574391, + "FN": 22748, + "FP": 54539, + "IoU": 0.725352162726898, + "TN": 135164106, + "TP": 204117, + "n_pred": 258656, + "n_ref": 226865 + }, + "4": { + "Dice": 0.8208246811035301, + "FN": 3637, + "FP": 10859, + "IoU": 0.6961006289308176, + "TN": 135397810, + "TP": 33204, + "n_pred": 44063, + "n_ref": 36841 + }, + "5": { + "Dice": 0.5321135670587344, + "FN": 13997, + "FP": 10706, + "IoU": 0.3625032258064516, + "TN": 135406760, + "TP": 14047, + "n_pred": 24753, + "n_ref": 28044 + }, + "6": { + "Dice": 0.9537518021954057, + "FN": 48598, + "FP": 107909, + "IoU": 0.9115923011353526, + "TN": 133675223, + "TP": 1613780, + "n_pred": 1721689, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.49431050359368084, + "FN": 33635, + "FP": 304647, + "IoU": 0.3282951131514623, + "TN": 134941893, + "TP": 165335, + "n_pred": 469982, + "n_ref": 198970 + }, + "8": { + "Dice": 0.8354812034424908, + "FN": 44117, + "FP": 52573, + "IoU": 0.7174475894354796, + "TN": 135103308, + "TP": 245512, + "n_pred": 298085, + "n_ref": 289629 + }, + "9": { + "Dice": 0.854905869324474, + "FN": 20836, + "FP": 5368, + "IoU": 0.7465813040366724, + "TN": 135342108, + "TP": 77198, + "n_pred": 82566, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8472385001201127, + "FN": 23442, + "FP": 60498, + "IoU": 0.7349642577483645, + "TN": 105437293, + "TP": 232772, + "n_pred": 293270, + "n_ref": 256214 + }, + "10": { + "Dice": 0.3317589428804693, + "FN": 33056, + "FP": 77441, + "IoU": 0.19886750866406624, + "TN": 105616079, + "TP": 27429, + "n_pred": 104870, + "n_ref": 60485 + }, + "11": { + "Dice": 0.6581978319783198, + "FN": 526, + "FP": 1492, + "IoU": 0.49053269376420094, + "TN": 105750044, + "TP": 1943, + "n_pred": 3435, + "n_ref": 2469 + }, + "12": { + "Dice": 0.5109972883398614, + "FN": 1860, + "FP": 3009, + "IoU": 0.34318089842169164, + "TN": 105746592, + "TP": 2544, + "n_pred": 5553, + "n_ref": 4404 + }, + "13": { + "Dice": 0.41710236850375704, + "FN": 51704, + "FP": 29904, + "IoU": 0.2635055863400899, + "TN": 105643199, + "TP": 29198, + "n_pred": 59102, + "n_ref": 80902 + }, + "14": { + "Dice": 0.8059994543168889, + "FN": 38857, + "FP": 37224, + "IoU": 0.6750411105178857, + "TN": 105519880, + "TP": 158044, + "n_pred": 195268, + "n_ref": 196901 + }, + "15": { + "Dice": 0.4787200669246052, + "FN": 2753, + "FP": 52082, + "IoU": 0.31468243057464945, + "TN": 105673991, + "TP": 25179, + "n_pred": 77261, + "n_ref": 27932 + }, + "2": { + "Dice": 0.8439593708844856, + "FN": 13508, + "FP": 38033, + "IoU": 0.730043001628929, + "TN": 105563082, + "TP": 139382, + "n_pred": 177415, + "n_ref": 152890 + }, + "3": { + "Dice": 0.783013133902381, + "FN": 8495, + "FP": 81826, + "IoU": 0.6434031095283592, + "TN": 105500719, + "TP": 162965, + "n_pred": 244791, + "n_ref": 171460 + }, + "4": { + "Dice": 0.5950421766457161, + "FN": 12073, + "FP": 27101, + "IoU": 0.4235302773894489, + "TN": 105686050, + "TP": 28781, + "n_pred": 55882, + "n_ref": 40854 + }, + "5": { + "Dice": 0.7452688379263828, + "FN": 2697, + "FP": 3912, + "IoU": 0.5939669472261473, + "TN": 105737728, + "TP": 9668, + "n_pred": 13580, + "n_ref": 12365 + }, + "6": { + "Dice": 0.8737159791840265, + "FN": 108502, + "FP": 304324, + "IoU": 0.7757510210888319, + "TN": 103913078, + "TP": 1428101, + "n_pred": 1732425, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.7125165427529293, + "FN": 36605, + "FP": 150428, + "IoU": 0.5534180177168645, + "TN": 105335195, + "TP": 231777, + "n_pred": 382205, + "n_ref": 268382 + }, + "8": { + "Dice": 0.8097564674271037, + "FN": 3231, + "FP": 36914, + "IoU": 0.6803283910114507, + "TN": 105628423, + "TP": 85437, + "n_pred": 122351, + "n_ref": 88668 + }, + "9": { + "Dice": 0.7716489558615583, + "FN": 11232, + "FP": 26395, + "IoU": 0.6281990474496552, + "TN": 105652803, + "TP": 63575, + "n_pred": 89970, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7592165485966303, + "FN": 9494, + "FP": 145121, + "IoU": 0.6118848117598036, + "TN": 96739506, + "TP": 243759, + "n_pred": 388880, + "n_ref": 253253 + }, + "10": { + "Dice": 0.6968912729235968, + "FN": 12537, + "FP": 74484, + "IoU": 0.5347913481380107, + "TN": 96950822, + "TP": 100037, + "n_pred": 174521, + "n_ref": 112574 + }, + "11": { + "Dice": 0.7053234255085882, + "FN": 666, + "FP": 1753, + "IoU": 0.5447873541588257, + "TN": 97132566, + "TP": 2895, + "n_pred": 4648, + "n_ref": 3561 + }, + "12": { + "Dice": 0.7026482177219829, + "FN": 684, + "FP": 2561, + "IoU": 0.5416019211753073, + "TN": 97130801, + "TP": 3834, + "n_pred": 6395, + "n_ref": 4518 + }, + "13": { + "Dice": 0.689785681301667, + "FN": 11806, + "FP": 22455, + "IoU": 0.5264678239716939, + "TN": 97065528, + "TP": 38091, + "n_pred": 60546, + "n_ref": 49897 + }, + "14": { + "Dice": 0.8796675054561066, + "FN": 43182, + "FP": 17358, + "IoU": 0.7851843178165019, + "TN": 96856057, + "TP": 221283, + "n_pred": 238641, + "n_ref": 264465 + }, + "15": { + "Dice": 0.11025976879635416, + "FN": 3053, + "FP": 308736, + "IoU": 0.058346521376710925, + "TN": 96806772, + "TP": 19319, + "n_pred": 328055, + "n_ref": 22372 + }, + "2": { + "Dice": 0.8627663962601403, + "FN": 12505, + "FP": 27419, + "IoU": 0.7586536252735429, + "TN": 96972458, + "TP": 125498, + "n_pred": 152917, + "n_ref": 138003 + }, + "3": { + "Dice": 0.8205526705912377, + "FN": 15382, + "FP": 47199, + "IoU": 0.6957094650445877, + "TN": 96932218, + "TP": 143081, + "n_pred": 190280, + "n_ref": 158463 + }, + "4": { + "Dice": 0.8211075674108437, + "FN": 2008, + "FP": 9098, + "IoU": 0.6965076242006887, + "TN": 97101286, + "TP": 25488, + "n_pred": 34586, + "n_ref": 27496 + }, + "5": { + "Dice": 0.7155963302752294, + "FN": 4142, + "FP": 4197, + "IoU": 0.5571428571428572, + "TN": 97119050, + "TP": 10491, + "n_pred": 14688, + "n_ref": 14633 + }, + "6": { + "Dice": 0.8690014430065992, + "FN": 41174, + "FP": 398754, + "IoU": 0.768348852112346, + "TN": 95238783, + "TP": 1459169, + "n_pred": 1857923, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.809733379501385, + "FN": 20399, + "FP": 89499, + "IoU": 0.6802957972241374, + "TN": 96794131, + "TP": 233851, + "n_pred": 323350, + "n_ref": 254250 + }, + "8": { + "Dice": 0.8758188891023851, + "FN": 7267, + "FP": 26986, + "IoU": 0.7790727673791618, + "TN": 96982838, + "TP": 120789, + "n_pred": 147775, + "n_ref": 128056 + }, + "9": { + "Dice": 0.7073802791565716, + "FN": 5661, + "FP": 46394, + "IoU": 0.5472454641919042, + "TN": 97022906, + "TP": 62919, + "n_pred": 109313, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6648512000624677, + "FN": 3219, + "FP": 168466, + "IoU": 0.4979603772205571, + "TN": 130424817, + "TP": 170290, + "n_pred": 338756, + "n_ref": 173509 + }, + "10": { + "Dice": 0.5849559316143605, + "FN": 16653, + "FP": 69335, + "IoU": 0.41338354379430087, + "TN": 130620209, + "TP": 60595, + "n_pred": 129930, + "n_ref": 77248 + }, + "11": { + "Dice": 0.7635000585685838, + "FN": 790, + "FP": 1229, + "IoU": 0.6174687381583933, + "TN": 130761514, + "TP": 3259, + "n_pred": 4488, + "n_ref": 4049 + }, + "12": { + "Dice": 0.6303821964199323, + "FN": 722, + "FP": 2334, + "IoU": 0.4602613917343695, + "TN": 130761130, + "TP": 2606, + "n_pred": 4940, + "n_ref": 3328 + }, + "13": { + "Dice": 0.5368782388570066, + "FN": 20859, + "FP": 49027, + "IoU": 0.3669402322589996, + "TN": 130656398, + "TP": 40508, + "n_pred": 89535, + "n_ref": 61367 + }, + "14": { + "Dice": 0.8420193338083563, + "FN": 9348, + "FP": 46968, + "IoU": 0.7271445529203712, + "TN": 130560397, + "TP": 150079, + "n_pred": 197047, + "n_ref": 159427 + }, + "15": { + "Dice": 0.29120968602411396, + "FN": 2862, + "FP": 123353, + "IoU": 0.17041861932524008, + "TN": 130614649, + "TP": 25928, + "n_pred": 149281, + "n_ref": 28790 + }, + "2": { + "Dice": 0.8601634250489212, + "FN": 28747, + "FP": 15987, + "IoU": 0.7546375015083535, + "TN": 130584474, + "TP": 137584, + "n_pred": 153571, + "n_ref": 166331 + }, + "3": { + "Dice": 0.8611269303284806, + "FN": 10305, + "FP": 39929, + "IoU": 0.7561219535877269, + "TN": 130560812, + "TP": 155746, + "n_pred": 195675, + "n_ref": 166051 + }, + "4": { + "Dice": 0.7484259259259259, + "FN": 5687, + "FP": 10615, + "IoU": 0.5979877191684545, + "TN": 130726241, + "TP": 24249, + "n_pred": 34864, + "n_ref": 29936 + }, + "5": { + "Dice": 0.6786489974503447, + "FN": 9749, + "FP": 10669, + "IoU": 0.5136023631425986, + "TN": 130724814, + "TP": 21560, + "n_pred": 32229, + "n_ref": 31309 + }, + "6": { + "Dice": 0.940964534585625, + "FN": 45110, + "FP": 117008, + "IoU": 0.8885108811889019, + "TN": 129312677, + "TP": 1291997, + "n_pred": 1409005, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.6763490477101807, + "FN": 63873, + "FP": 301415, + "IoU": 0.5109723575842606, + "TN": 130019824, + "TP": 381680, + "n_pred": 683095, + "n_ref": 445553 + }, + "8": { + "Dice": 0.8278593478828462, + "FN": 14607, + "FP": 75059, + "IoU": 0.7062798704127726, + "TN": 130461515, + "TP": 215611, + "n_pred": 290670, + "n_ref": 230218 + }, + "9": { + "Dice": 0.842209054004656, + "FN": 14478, + "FP": 18328, + "IoU": 0.727427569646967, + "TN": 130646435, + "TP": 87551, + "n_pred": 105879, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6368640891857867, + "FN": 25807, + "FP": 173803, + "IoU": 0.4672051290948546, + "TN": 71861361, + "TP": 175037, + "n_pred": 348840, + "n_ref": 200844 + }, + "10": { + "Dice": 0.2577899519759233, + "FN": 40735, + "FP": 85532, + "IoU": 0.1479672053713013, + "TN": 72087813, + "TP": 21928, + "n_pred": 107460, + "n_ref": 62663 + }, + "11": { + "Dice": 0.4084200338736995, + "FN": 1843, + "FP": 602, + "IoU": 0.2566129522651262, + "TN": 72232719, + "TP": 844, + "n_pred": 1446, + "n_ref": 2687 + }, + "12": { + "Dice": 0.48245170425811673, + "FN": 1686, + "FP": 3431, + "IoU": 0.3179152226073047, + "TN": 72228506, + "TP": 2385, + "n_pred": 5816, + "n_ref": 4071 + }, + "13": { + "Dice": 0.44966621099712, + "FN": 36557, + "FP": 46375, + "IoU": 0.29004477241402926, + "TN": 72119195, + "TP": 33881, + "n_pred": 80256, + "n_ref": 70438 + }, + "14": { + "Dice": 0.4161163400709767, + "FN": 19908, + "FP": 131458, + "IoU": 0.26271900556738087, + "TN": 72030705, + "TP": 53937, + "n_pred": 185395, + "n_ref": 73845 + }, + "15": { + "Dice": 0.1681695880756977, + "FN": 5909, + "FP": 215758, + "IoU": 0.09180412497849014, + "TN": 71991934, + "TP": 22407, + "n_pred": 238165, + "n_ref": 28316 + }, + "2": { + "Dice": 0.46344285728177054, + "FN": 79635, + "FP": 30723, + "IoU": 0.3016112088496247, + "TN": 72077990, + "TP": 47660, + "n_pred": 78383, + "n_ref": 127295 + }, + "3": { + "Dice": 0.7682002417008436, + "FN": 8377, + "FP": 88102, + "IoU": 0.6236405199182361, + "TN": 71979660, + "TP": 159869, + "n_pred": 247971, + "n_ref": 168246 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 73471, + "IoU": 0.0, + "TN": 72162537, + "TP": 0, + "n_pred": 73471, + "n_ref": 0 + }, + "5": { + "Dice": 0.778259195070287, + "FN": 144, + "FP": 4462, + "IoU": 0.637008432500591, + "TN": 72223319, + "TP": 8083, + "n_pred": 12545, + "n_ref": 8227 + }, + "6": { + "Dice": 0.6634573890230262, + "FN": 253425, + "FP": 1023208, + "IoU": 0.49639823195615, + "TN": 69701003, + "TP": 1258372, + "n_pred": 2281580, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.48878588567781306, + "FN": 124455, + "FP": 324870, + "IoU": 0.3234392010010073, + "TN": 71571877, + "TP": 214806, + "n_pred": 539676, + "n_ref": 339261 + }, + "8": { + "Dice": 0.9274415531985173, + "FN": 4404, + "FP": 5481, + "IoU": 0.8647002463728443, + "TN": 72162948, + "TP": 63175, + "n_pred": 68656, + "n_ref": 67579 + }, + "9": { + "Dice": 0.5377544519612899, + "FN": 23031, + "FP": 22680, + "IoU": 0.36775933609958505, + "TN": 72163708, + "TP": 26589, + "n_pred": 49269, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7567938669260256, + "FN": 9624, + "FP": 41388, + "IoU": 0.6087436723423838, + "TN": 52422740, + "TP": 79368, + "n_pred": 120756, + "n_ref": 88992 + }, + "10": { + "Dice": 0.4598341625207297, + "FN": 29854, + "FP": 10861, + "IoU": 0.2985614609354811, + "TN": 52495075, + "TP": 17330, + "n_pred": 28191, + "n_ref": 47184 + }, + "11": { + "Dice": 0.039953899346907414, + "FN": 1990, + "FP": 509, + "IoU": 0.020384163073304585, + "TN": 52550569, + "TP": 52, + "n_pred": 561, + "n_ref": 2042 + }, + "12": { + "Dice": 0.0, + "FN": 4066, + "FP": 1136, + "IoU": 0.0, + "TN": 52547918, + "TP": 0, + "n_pred": 1136, + "n_ref": 4066 + }, + "13": { + "Dice": 0.3148897885739991, + "FN": 12165, + "FP": 28956, + "IoU": 0.18686599038974908, + "TN": 52502549, + "TP": 9450, + "n_pred": 38406, + "n_ref": 21615 + }, + "14": { + "Dice": 0.47981005194887977, + "FN": 25727, + "FP": 39561, + "IoU": 0.3156250655150003, + "TN": 52457722, + "TP": 30110, + "n_pred": 69671, + "n_ref": 55837 + }, + "15": { + "Dice": 0.19196536315300622, + "FN": 12145, + "FP": 98340, + "IoU": 0.10617349869346084, + "TN": 52429511, + "TP": 13124, + "n_pred": 111464, + "n_ref": 25269 + }, + "2": { + "Dice": 0.5510980146840945, + "FN": 68122, + "FP": 40954, + "IoU": 0.38035562120093164, + "TN": 52377090, + "TP": 66954, + "n_pred": 107908, + "n_ref": 135076 + }, + "3": { + "Dice": 0.7587105796625867, + "FN": 19397, + "FP": 59280, + "IoU": 0.6112277823622716, + "TN": 52350747, + "TP": 123696, + "n_pred": 182976, + "n_ref": 143093 + }, + "4": { + "Dice": 0.0, + "FN": 1880, + "FP": 2214, + "IoU": 0.0, + "TN": 52549026, + "TP": 0, + "n_pred": 2214, + "n_ref": 1880 + }, + "5": { + "Dice": 0.7453323375653472, + "FN": 793, + "FP": 2958, + "IoU": 0.594047619047619, + "TN": 52543880, + "TP": 5489, + "n_pred": 8447, + "n_ref": 6282 + }, + "6": { + "Dice": 0.8661726123266198, + "FN": 91241, + "FP": 119374, + "IoU": 0.7639369287983161, + "TN": 51660922, + "TP": 681583, + "n_pred": 800957, + "n_ref": 772824 + }, + "7": { + "Dice": 0.5805579341114967, + "FN": 109331, + "FP": 11660, + "IoU": 0.409004318008636, + "TN": 52348396, + "TP": 83733, + "n_pred": 95393, + "n_ref": 193064 + }, + "8": { + "Dice": 0.7807126599468278, + "FN": 18714, + "FP": 4216, + "IoU": 0.6403024408608897, + "TN": 52489372, + "TP": 40818, + "n_pred": 45034, + "n_ref": 59532 + }, + "9": { + "Dice": 0.7578716620167397, + "FN": 17242, + "FP": 21638, + "IoU": 0.6101395796566661, + "TN": 52453392, + "TP": 60848, + "n_pred": 82486, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7796394078887986, + "FN": 16318, + "FP": 139930, + "IoU": 0.6388598689015652, + "TN": 143704598, + "TP": 276404, + "n_pred": 416334, + "n_ref": 292722 + }, + "10": { + "Dice": 0.7171461491703184, + "FN": 19233, + "FP": 43121, + "IoU": 0.559024045261669, + "TN": 143995850, + "TP": 79046, + "n_pred": 122167, + "n_ref": 98279 + }, + "11": { + "Dice": 0.6966139186659861, + "FN": 2525, + "FP": 1041, + "IoU": 0.5344647519582245, + "TN": 144129590, + "TP": 4094, + "n_pred": 5135, + "n_ref": 6619 + }, + "12": { + "Dice": 0.5575492341356674, + "FN": 2461, + "FP": 2594, + "IoU": 0.38652912621359226, + "TN": 144129010, + "TP": 3185, + "n_pred": 5779, + "n_ref": 5646 + }, + "13": { + "Dice": 0.7411824535663977, + "FN": 21956, + "FP": 35553, + "IoU": 0.588792597995052, + "TN": 143997396, + "TP": 82345, + "n_pred": 117898, + "n_ref": 104301 + }, + "14": { + "Dice": 0.7912267625711866, + "FN": 136737, + "FP": 7518, + "IoU": 0.6545700533991045, + "TN": 143719640, + "TP": 273355, + "n_pred": 280873, + "n_ref": 410092 + }, + "15": { + "Dice": 0.23078151765010438, + "FN": 1716, + "FP": 137941, + "IoU": 0.1304426332600696, + "TN": 143976643, + "TP": 20950, + "n_pred": 158891, + "n_ref": 22666 + }, + "2": { + "Dice": 0.883671054321082, + "FN": 10719, + "FP": 22802, + "IoU": 0.7915866176735742, + "TN": 143976411, + "TP": 127318, + "n_pred": 150120, + "n_ref": 138037 + }, + "3": { + "Dice": 0.8691092305949963, + "FN": 9204, + "FP": 40493, + "IoU": 0.7685173971773255, + "TN": 143922560, + "TP": 164993, + "n_pred": 205486, + "n_ref": 174197 + }, + "4": { + "Dice": 0.8670048921906143, + "FN": 3320, + "FP": 11360, + "IoU": 0.7652326883096114, + "TN": 144074720, + "TP": 47850, + "n_pred": 59210, + "n_ref": 51170 + }, + "5": { + "Dice": 0.6857026182286513, + "FN": 10303, + "FP": 9708, + "IoU": 0.521725621414914, + "TN": 144095410, + "TP": 21829, + "n_pred": 31537, + "n_ref": 32132 + }, + "6": { + "Dice": 0.8411124787598262, + "FN": 42134, + "FP": 455227, + "IoU": 0.7257930242097325, + "TN": 142323434, + "TP": 1316455, + "n_pred": 1771682, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.6589461013908623, + "FN": 50339, + "FP": 155368, + "IoU": 0.4913643680349332, + "TN": 143732821, + "TP": 198722, + "n_pred": 354090, + "n_ref": 249061 + }, + "8": { + "Dice": 0.7888429205629546, + "FN": 20330, + "FP": 91446, + "IoU": 0.65131347036308, + "TN": 143816687, + "TP": 208787, + "n_pred": 300233, + "n_ref": 229117 + }, + "9": { + "Dice": 0.8581007730410151, + "FN": 9487, + "FP": 18616, + "IoU": 0.7514680391948778, + "TN": 144024174, + "TP": 84973, + "n_pred": 103589, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7828080495535878, + "FN": 11871, + "FP": 100298, + "IoU": 0.6431262129744519, + "TN": 111464610, + "TP": 202141, + "n_pred": 302439, + "n_ref": 214012 + }, + "10": { + "Dice": 0.3171209025239589, + "FN": 23964, + "FP": 70948, + "IoU": 0.18843950406156476, + "TN": 111661970, + "TP": 22038, + "n_pred": 92986, + "n_ref": 46002 + }, + "11": { + "Dice": 0.7169427492008137, + "FN": 1328, + "FP": 620, + "IoU": 0.5587768969422423, + "TN": 111774505, + "TP": 2467, + "n_pred": 3087, + "n_ref": 3795 + }, + "12": { + "Dice": 0.5101532567049808, + "FN": 1997, + "FP": 3117, + "IoU": 0.3424199562813424, + "TN": 111771143, + "TP": 2663, + "n_pred": 5780, + "n_ref": 4660 + }, + "13": { + "Dice": 0.6482157303370787, + "FN": 16886, + "FP": 22250, + "IoU": 0.47952601970928144, + "TN": 111703727, + "TP": 36057, + "n_pred": 58307, + "n_ref": 52943 + }, + "14": { + "Dice": 0.6809244815067754, + "FN": 6728, + "FP": 73165, + "IoU": 0.5162134176249387, + "TN": 111613779, + "TP": 85248, + "n_pred": 158413, + "n_ref": 91976 + }, + "15": { + "Dice": 0.11216529359224998, + "FN": 1753, + "FP": 140392, + "IoU": 0.059414785209496834, + "TN": 111627796, + "TP": 8979, + "n_pred": 149371, + "n_ref": 10732 + }, + "2": { + "Dice": 0.820647620115176, + "FN": 59887, + "FP": 4114, + "IoU": 0.6958459864178346, + "TN": 111568497, + "TP": 146422, + "n_pred": 150536, + "n_ref": 206309 + }, + "3": { + "Dice": 0.5896713340828454, + "FN": 2860, + "FP": 81449, + "IoU": 0.4181091601788968, + "TN": 111634032, + "TP": 60579, + "n_pred": 142028, + "n_ref": 63439 + }, + "4": { + "Dice": 0.869119036070763, + "FN": 1656, + "FP": 3471, + "IoU": 0.7685327313769752, + "TN": 111756770, + "TP": 17023, + "n_pred": 20494, + "n_ref": 18679 + }, + "5": { + "Dice": 0.6112237998647735, + "FN": 12404, + "FP": 5421, + "IoU": 0.44011684518013633, + "TN": 111747083, + "TP": 14012, + "n_pred": 19433, + "n_ref": 26416 + }, + "6": { + "Dice": 0.9472662300075656, + "FN": 94117, + "FP": 32881, + "IoU": 0.8998155630690684, + "TN": 110511278, + "TP": 1140644, + "n_pred": 1173525, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.5637560438033021, + "FN": 96434, + "FP": 123265, + "IoU": 0.39252109042545835, + "TN": 111417263, + "TP": 141958, + "n_pred": 265223, + "n_ref": 238392 + }, + "8": { + "Dice": 0.767662167705139, + "FN": 41434, + "FP": 101306, + "IoU": 0.6229315919609459, + "TN": 111400368, + "TP": 235812, + "n_pred": 337118, + "n_ref": 277246 + }, + "9": { + "Dice": 0.7839047448094297, + "FN": 14832, + "FP": 21284, + "IoU": 0.6446080119657951, + "TN": 111677297, + "TP": 65507, + "n_pred": 86791, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.634752761692345, + "FN": 26522, + "FP": 133308, + "IoU": 0.4649361257666247, + "TN": 198789163, + "TP": 138882, + "n_pred": 272190, + "n_ref": 165404 + }, + "10": { + "Dice": 0.5673154800783802, + "FN": 19699, + "FP": 46545, + "IoU": 0.3959807425778685, + "TN": 198978203, + "TP": 43428, + "n_pred": 89973, + "n_ref": 63127 + }, + "11": { + "Dice": 0.7417840375586855, + "FN": 1275, + "FP": 925, + "IoU": 0.5895522388059702, + "TN": 199082515, + "TP": 3160, + "n_pred": 4085, + "n_ref": 4435 + }, + "12": { + "Dice": 0.6259684744857067, + "FN": 992, + "FP": 1808, + "IoU": 0.4555706785922613, + "TN": 199082732, + "TP": 2343, + "n_pred": 4151, + "n_ref": 3335 + }, + "13": { + "Dice": 0.3556962025316456, + "FN": 23511, + "FP": 20263, + "IoU": 0.21632024634334104, + "TN": 199032018, + "TP": 12083, + "n_pred": 32346, + "n_ref": 35594 + }, + "14": { + "Dice": 0.5831190664556962, + "FN": 11569, + "FP": 39017, + "IoU": 0.41155121270284417, + "TN": 199001910, + "TP": 35379, + "n_pred": 74396, + "n_ref": 46948 + }, + "15": { + "Dice": 0.7735354037635865, + "FN": 34341, + "FP": 26686, + "IoU": 0.6307034105487377, + "TN": 198922623, + "TP": 104225, + "n_pred": 130911, + "n_ref": 138566 + }, + "2": { + "Dice": 0.9049431889033148, + "FN": 6208, + "FP": 19710, + "IoU": 0.8263892610256685, + "TN": 198938587, + "TP": 123370, + "n_pred": 143080, + "n_ref": 129578 + }, + "3": { + "Dice": 0.943616562701503, + "FN": 6393, + "FP": 9434, + "IoU": 0.8932519475263886, + "TN": 198939610, + "TP": 132438, + "n_pred": 141872, + "n_ref": 138831 + }, + "4": { + "Dice": 0.7471672254717212, + "FN": 1855, + "FP": 8476, + "IoU": 0.5963822472261291, + "TN": 199062279, + "TP": 15265, + "n_pred": 23741, + "n_ref": 17120 + }, + "5": { + "Dice": 0.5796420427061019, + "FN": 7486, + "FP": 10763, + "IoU": 0.40809574778631896, + "TN": 199057044, + "TP": 12582, + "n_pred": 23345, + "n_ref": 20068 + }, + "6": { + "Dice": 0.8558328214472702, + "FN": 117024, + "FP": 232678, + "IoU": 0.7479963046395222, + "TN": 197700189, + "TP": 1037984, + "n_pred": 1270662, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.722926734513344, + "FN": 18474, + "FP": 87079, + "IoU": 0.5660808616472426, + "TN": 198844620, + "TP": 137702, + "n_pred": 224781, + "n_ref": 156176 + }, + "8": { + "Dice": 0.7703120627172022, + "FN": 9632, + "FP": 55205, + "IoU": 0.6264289006683568, + "TN": 198914315, + "TP": 108723, + "n_pred": 163928, + "n_ref": 118355 + }, + "9": { + "Dice": 0.8977017468951306, + "FN": 6686, + "FP": 15356, + "IoU": 0.8143909730116626, + "TN": 198969120, + "TP": 96713, + "n_pred": 112069, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7841649175060683, + "FN": 17193, + "FP": 74838, + "IoU": 0.6449599364229418, + "TN": 130815979, + "TP": 167182, + "n_pred": 242020, + "n_ref": 184375 + }, + "10": { + "Dice": 0.5525261173481898, + "FN": 13992, + "FP": 97331, + "IoU": 0.38171750383222625, + "TN": 130895140, + "TP": 68729, + "n_pred": 166060, + "n_ref": 82721 + }, + "11": { + "Dice": 0.5923516656810566, + "FN": 1066, + "FP": 3070, + "IoU": 0.42080941044671616, + "TN": 131068051, + "TP": 3005, + "n_pred": 6075, + "n_ref": 4071 + }, + "12": { + "Dice": 0.6325666362202109, + "FN": 826, + "FP": 3599, + "IoU": 0.4625941219334467, + "TN": 131066958, + "TP": 3809, + "n_pred": 7408, + "n_ref": 4635 + }, + "13": { + "Dice": 0.3646094283762241, + "FN": 56537, + "FP": 60643, + "IoU": 0.22294944993733462, + "TN": 130924391, + "TP": 33621, + "n_pred": 94264, + "n_ref": 90158 + }, + "14": { + "Dice": 0.4180235671089823, + "FN": 6256, + "FP": 133959, + "IoU": 0.26424133660768634, + "TN": 130884620, + "TP": 50357, + "n_pred": 184316, + "n_ref": 56613 + }, + "15": { + "Dice": 0.2503808778237696, + "FN": 873, + "FP": 159038, + "IoU": 0.143105933543032, + "TN": 130888575, + "TP": 26706, + "n_pred": 185744, + "n_ref": 27579 + }, + "2": { + "Dice": 0.659297400189425, + "FN": 53404, + "FP": 57031, + "IoU": 0.4917551441181479, + "TN": 130857905, + "TP": 106852, + "n_pred": 163883, + "n_ref": 160256 + }, + "3": { + "Dice": 0.6745993604904168, + "FN": 11797, + "FP": 160187, + "IoU": 0.5089776935221851, + "TN": 130724935, + "TP": 178273, + "n_pred": 338460, + "n_ref": 190070 + }, + "4": { + "Dice": 0.8291757898029403, + "FN": 9459, + "FP": 16755, + "IoU": 0.7081983636667223, + "TN": 130985357, + "TP": 63621, + "n_pred": 80376, + "n_ref": 73080 + }, + "5": { + "Dice": 0.7442929254878324, + "FN": 4820, + "FP": 1968, + "IoU": 0.5927281454370913, + "TN": 131058525, + "TP": 9879, + "n_pred": 11847, + "n_ref": 14699 + }, + "6": { + "Dice": 0.7623743585112865, + "FN": 58020, + "FP": 820914, + "IoU": 0.6159975463939505, + "TN": 128786316, + "TP": 1409942, + "n_pred": 2230856, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.43326815941006347, + "FN": 369767, + "FP": 696034, + "IoU": 0.27654264002633716, + "TN": 129601987, + "TP": 407404, + "n_pred": 1103438, + "n_ref": 777171 + }, + "8": { + "Dice": 0.9135939116130485, + "FN": 8503, + "FP": 14136, + "IoU": 0.8409322456665472, + "TN": 130932869, + "TP": 119684, + "n_pred": 133820, + "n_ref": 128187 + }, + "9": { + "Dice": 0.6180258112456274, + "FN": 21462, + "FP": 33027, + "IoU": 0.4472050319569849, + "TN": 130976622, + "TP": 44081, + "n_pred": 77108, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6953644360301456, + "FN": 5814, + "FP": 177944, + "IoU": 0.5329951560681302, + "TN": 101223718, + "TP": 209724, + "n_pred": 387668, + "n_ref": 215538 + }, + "10": { + "Dice": 0.4429742915470053, + "FN": 13817, + "FP": 66676, + "IoU": 0.28450030666939263, + "TN": 101504701, + "TP": 32006, + "n_pred": 98682, + "n_ref": 45823 + }, + "11": { + "Dice": 0.8233246301131418, + "FN": 702, + "FP": 1125, + "IoU": 0.6997041420118343, + "TN": 101611116, + "TP": 4257, + "n_pred": 5382, + "n_ref": 4959 + }, + "12": { + "Dice": 0.7921342925659473, + "FN": 1361, + "FP": 806, + "IoU": 0.6558132147395171, + "TN": 101610904, + "TP": 4129, + "n_pred": 4935, + "n_ref": 5490 + }, + "13": { + "Dice": 0.7097109802534385, + "FN": 8922, + "FP": 32931, + "IoU": 0.5500403160780519, + "TN": 101524185, + "TP": 51162, + "n_pred": 84093, + "n_ref": 60084 + }, + "14": { + "Dice": 0.7872393677441712, + "FN": 435, + "FP": 32718, + "IoU": 0.6491300482600966, + "TN": 101522712, + "TP": 61335, + "n_pred": 94053, + "n_ref": 61770 + }, + "15": { + "Dice": 0.3383642903721155, + "FN": 1095, + "FP": 124719, + "IoU": 0.2036332563218027, + "TN": 101459215, + "TP": 32171, + "n_pred": 156890, + "n_ref": 33266 + }, + "2": { + "Dice": 0.6972049340913391, + "FN": 63624, + "FP": 30809, + "IoU": 0.5351608647712058, + "TN": 101414048, + "TP": 108719, + "n_pred": 139528, + "n_ref": 172343 + }, + "3": { + "Dice": 0.7842606355387145, + "FN": 4396, + "FP": 88351, + "IoU": 0.6450894480053573, + "TN": 101355875, + "TP": 168578, + "n_pred": 256929, + "n_ref": 172974 + }, + "4": { + "Dice": 0.2630164979872984, + "FN": 1283, + "FP": 82386, + "IoU": 0.15142141401028408, + "TN": 101518601, + "TP": 14930, + "n_pred": 97316, + "n_ref": 16213 + }, + "5": { + "Dice": 0.6770536488663115, + "FN": 8513, + "FP": 12339, + "IoU": 0.5117771013814095, + "TN": 101574490, + "TP": 21858, + "n_pred": 34197, + "n_ref": 30371 + }, + "6": { + "Dice": 0.8221603814056644, + "FN": 264050, + "FP": 285221, + "IoU": 0.6980240504958154, + "TN": 99798277, + "TP": 1269652, + "n_pred": 1554873, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.8030691380024455, + "FN": 62346, + "FP": 116905, + "IoU": 0.6709402886163415, + "TN": 101072463, + "TP": 365486, + "n_pred": 482391, + "n_ref": 427832 + }, + "8": { + "Dice": 0.8418639963294522, + "FN": 27358, + "FP": 49501, + "IoU": 0.7269128959476985, + "TN": 101335755, + "TP": 204586, + "n_pred": 254087, + "n_ref": 231944 + }, + "9": { + "Dice": 0.855122268846766, + "FN": 10081, + "FP": 13949, + "IoU": 0.7469114348004676, + "TN": 101522253, + "TP": 70917, + "n_pred": 84866, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7928889380408637, + "FN": 25182, + "FP": 72201, + "IoU": 0.6568483737975264, + "TN": 118898422, + "TP": 186407, + "n_pred": 258608, + "n_ref": 211589 + }, + "10": { + "Dice": 0.6414811453822709, + "FN": 15714, + "FP": 56980, + "IoU": 0.4721915659851301, + "TN": 119044484, + "TP": 65034, + "n_pred": 122014, + "n_ref": 80748 + }, + "11": { + "Dice": 0.561779621945597, + "FN": 1601, + "FP": 2201, + "IoU": 0.39060746914569644, + "TN": 119175973, + "TP": 2437, + "n_pred": 4638, + "n_ref": 4038 + }, + "12": { + "Dice": 0.3490544011207098, + "FN": 2640, + "FP": 2936, + "IoU": 0.21142695516900015, + "TN": 119175141, + "TP": 1495, + "n_pred": 4431, + "n_ref": 4135 + }, + "13": { + "Dice": 0.6218547264111227, + "FN": 4271, + "FP": 30760, + "IoU": 0.4512258165583144, + "TN": 119118377, + "TP": 28804, + "n_pred": 59564, + "n_ref": 33075 + }, + "14": { + "Dice": 0.1875693731533062, + "FN": 47870, + "FP": 108033, + "IoU": 0.10349051178838413, + "TN": 119008312, + "TP": 17997, + "n_pred": 126030, + "n_ref": 65867 + }, + "15": { + "Dice": 0.1493207869185175, + "FN": 4534, + "FP": 179889, + "IoU": 0.08068431625699744, + "TN": 118981603, + "TP": 16186, + "n_pred": 196075, + "n_ref": 20720 + }, + "2": { + "Dice": 0.7858981751054102, + "FN": 27878, + "FP": 62355, + "IoU": 0.6473082891327036, + "TN": 118926371, + "TP": 165608, + "n_pred": 227963, + "n_ref": 193486 + }, + "3": { + "Dice": 0.811607009369777, + "FN": 15142, + "FP": 69285, + "IoU": 0.6829449649811292, + "TN": 118915927, + "TP": 181858, + "n_pred": 251143, + "n_ref": 197000 + }, + "4": { + "Dice": 0.6178635232974604, + "FN": 7196, + "FP": 37509, + "IoU": 0.4470351037775524, + "TN": 119101366, + "TP": 36141, + "n_pred": 73650, + "n_ref": 43337 + }, + "5": { + "Dice": 0.8612234212746153, + "FN": 2918, + "FP": 1853, + "IoU": 0.7562707535121328, + "TN": 119162637, + "TP": 14804, + "n_pred": 16657, + "n_ref": 17722 + }, + "6": { + "Dice": 0.8914046708732334, + "FN": 90195, + "FP": 311514, + "IoU": 0.8040848156697423, + "TN": 117131789, + "TP": 1648714, + "n_pred": 1960228, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.57123522966636, + "FN": 99250, + "FP": 198549, + "IoU": 0.39981055071295407, + "TN": 118686037, + "TP": 198376, + "n_pred": 396925, + "n_ref": 297626 + }, + "8": { + "Dice": 0.9375161494914378, + "FN": 2342, + "FP": 8298, + "IoU": 0.8823815524750724, + "TN": 119091750, + "TP": 79822, + "n_pred": 88120, + "n_ref": 82164 + }, + "9": { + "Dice": 0.8811891738296512, + "FN": 11094, + "FP": 8976, + "IoU": 0.7876123051525445, + "TN": 119087715, + "TP": 74427, + "n_pred": 83403, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 99006, + "IoU": 0.0, + "TN": 61233474, + "TP": 0, + "n_pred": 99006, + "n_ref": 0 + }, + "10": { + "Dice": 0.616806127177083, + "FN": 11798, + "FP": 16320, + "IoU": 0.4459289036021124, + "TN": 61281732, + "TP": 22630, + "n_pred": 38950, + "n_ref": 34428 + }, + "11": { + "Dice": 0.805439330543933, + "FN": 399, + "FP": 1275, + "IoU": 0.6742556917688266, + "TN": 61327341, + "TP": 3465, + "n_pred": 4740, + "n_ref": 3864 + }, + "12": { + "Dice": 0.6494345718901454, + "FN": 1835, + "FP": 1420, + "IoU": 0.48086124401913877, + "TN": 61326210, + "TP": 3015, + "n_pred": 4435, + "n_ref": 4850 + }, + "13": { + "Dice": 0.5019524683855284, + "FN": 23581, + "FP": 34196, + "IoU": 0.33507112277309764, + "TN": 61245588, + "TP": 29115, + "n_pred": 63311, + "n_ref": 52696 + }, + "14": { + "Dice": 0.8953228483009165, + "FN": 31027, + "FP": 24987, + "IoU": 0.8104837208987593, + "TN": 61036917, + "TP": 239549, + "n_pred": 264536, + "n_ref": 270576 + }, + "15": { + "Dice": 0.6651315609840452, + "FN": 25148, + "FP": 48438, + "IoU": 0.49827499215905524, + "TN": 61185814, + "TP": 73080, + "n_pred": 121518, + "n_ref": 98228 + }, + "2": { + "Dice": 0.594642004726958, + "FN": 84331, + "FP": 20118, + "IoU": 0.423124930962112, + "TN": 61151420, + "TP": 76611, + "n_pred": 96729, + "n_ref": 160942 + }, + "3": { + "Dice": 0.6527612047157654, + "FN": 5561, + "FP": 125389, + "IoU": 0.4845178204492312, + "TN": 61078446, + "TP": 123084, + "n_pred": 248473, + "n_ref": 128645 + }, + "4": { + "Dice": 0.8866448427009932, + "FN": 2239, + "FP": 7976, + "IoU": 0.7963719724907804, + "TN": 61282315, + "TP": 39950, + "n_pred": 47926, + "n_ref": 42189 + }, + "5": { + "Dice": 0.7398350594553126, + "FN": 857, + "FP": 4569, + "IoU": 0.5870938284757629, + "TN": 61319339, + "TP": 7715, + "n_pred": 12284, + "n_ref": 8572 + }, + "6": { + "Dice": 0.864742131647656, + "FN": 36122, + "FP": 329877, + "IoU": 0.7617142816219359, + "TN": 59796513, + "TP": 1169968, + "n_pred": 1499845, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.41942141418117507, + "FN": 127510, + "FP": 84879, + "IoU": 0.2653594183448285, + "TN": 61043374, + "TP": 76717, + "n_pred": 161596, + "n_ref": 204227 + }, + "8": { + "Dice": 0.9470683745264298, + "FN": 3469, + "FP": 5333, + "IoU": 0.8994585703515866, + "TN": 61244934, + "TP": 78744, + "n_pred": 84077, + "n_ref": 82213 + }, + "9": { + "Dice": 0.8350106430733141, + "FN": 5709, + "FP": 17079, + "IoU": 0.7167538811479994, + "TN": 61252027, + "TP": 57665, + "n_pred": 74744, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8073107245710102, + "FN": 5175, + "FP": 76922, + "IoU": 0.6768826895677705, + "TN": 148853422, + "TP": 171981, + "n_pred": 248903, + "n_ref": 177156 + }, + "10": { + "Dice": 0.7127777242071708, + "FN": 9971, + "FP": 40666, + "IoU": 0.5537332111256037, + "TN": 148994032, + "TP": 62831, + "n_pred": 103497, + "n_ref": 72802 + }, + "11": { + "Dice": 0.7256371814092953, + "FN": 668, + "FP": 796, + "IoU": 0.5694117647058824, + "TN": 149104100, + "TP": 1936, + "n_pred": 2732, + "n_ref": 2604 + }, + "12": { + "Dice": 0.5556685307574988, + "FN": 1004, + "FP": 744, + "IoU": 0.38472368884195707, + "TN": 149104659, + "TP": 1093, + "n_pred": 1837, + "n_ref": 2097 + }, + "13": { + "Dice": 0.6122146822948797, + "FN": 27304, + "FP": 44985, + "IoU": 0.44114509246088196, + "TN": 148978148, + "TP": 57063, + "n_pred": 102048, + "n_ref": 84367 + }, + "14": { + "Dice": 0.756870015089459, + "FN": 5288, + "FP": 51106, + "IoU": 0.6088422162417113, + "TN": 148963328, + "TP": 87778, + "n_pred": 138884, + "n_ref": 93066 + }, + "15": { + "Dice": 0.4531723186242983, + "FN": 1755, + "FP": 85820, + "IoU": 0.2929688446105778, + "TN": 148983637, + "TP": 36288, + "n_pred": 122108, + "n_ref": 38043 + }, + "2": { + "Dice": 0.7121101360598986, + "FN": 46440, + "FP": 42957, + "IoU": 0.5529278209250804, + "TN": 148907539, + "TP": 110564, + "n_pred": 153521, + "n_ref": 157004 + }, + "3": { + "Dice": 0.5853729862398496, + "FN": 4038, + "FP": 75361, + "IoU": 0.41380023182499426, + "TN": 148972053, + "TP": 56048, + "n_pred": 131409, + "n_ref": 60086 + }, + "4": { + "Dice": 0.9186762393680502, + "FN": 1585, + "FP": 2708, + "IoU": 0.8495848078203286, + "TN": 149078959, + "TP": 24248, + "n_pred": 26956, + "n_ref": 25833 + }, + "5": { + "Dice": 0.40850354314297627, + "FN": 24406, + "FP": 2555, + "IoU": 0.2566788894709272, + "TN": 149071229, + "TP": 9310, + "n_pred": 11865, + "n_ref": 33716 + }, + "6": { + "Dice": 0.9536394275708032, + "FN": 46545, + "FP": 56470, + "IoU": 0.9113870043448453, + "TN": 147944973, + "TP": 1059512, + "n_pred": 1115982, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.5736685995829579, + "FN": 118181, + "FP": 115102, + "IoU": 0.40219867515727703, + "TN": 148717265, + "TP": 156952, + "n_pred": 272054, + "n_ref": 275133 + }, + "8": { + "Dice": 0.8676335037292582, + "FN": 18688, + "FP": 45503, + "IoU": 0.7662126233747314, + "TN": 148832930, + "TP": 210379, + "n_pred": 255882, + "n_ref": 229067 + }, + "9": { + "Dice": 0.8530394466126805, + "FN": 13064, + "FP": 12579, + "IoU": 0.743739132172766, + "TN": 149007434, + "TP": 74423, + "n_pred": 87002, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3595979422904924, + "FN": 395291, + "FP": 31455, + "IoU": 0.2192132962772546, + "TN": 100166241, + "TP": 119813, + "n_pred": 151268, + "n_ref": 515104 + }, + "10": { + "Dice": 0.28082489896024043, + "FN": 18147, + "FP": 85950, + "IoU": 0.1633486308581349, + "TN": 100588379, + "TP": 20324, + "n_pred": 106274, + "n_ref": 38471 + }, + "11": { + "Dice": 0.3318759108890277, + "FN": 1090, + "FP": 8537, + "IoU": 0.19895157264103844, + "TN": 100700782, + "TP": 2391, + "n_pred": 10928, + "n_ref": 3481 + }, + "12": { + "Dice": 0.6168206312548113, + "FN": 2668, + "FP": 1314, + "IoU": 0.44594406567413386, + "TN": 100705613, + "TP": 3205, + "n_pred": 4519, + "n_ref": 5873 + }, + "13": { + "Dice": 0.0006417210346987731, + "FN": 39134, + "FP": 26273, + "IoU": 0.0003209635018646451, + "TN": 100647372, + "TP": 21, + "n_pred": 26294, + "n_ref": 39155 + }, + "14": { + "Dice": 0.5841455018948767, + "FN": 21105, + "FP": 167962, + "IoU": 0.41257452843964865, + "TN": 100390943, + "TP": 132790, + "n_pred": 300752, + "n_ref": 153895 + }, + "15": { + "Dice": 0.6857129188128916, + "FN": 9268, + "FP": 69564, + "IoU": 0.521737547776497, + "TN": 100547970, + "TP": 85998, + "n_pred": 155562, + "n_ref": 95266 + }, + "2": { + "Dice": 0.28867873260402144, + "FN": 184285, + "FP": 56557, + "IoU": 0.1686876322429439, + "TN": 100423087, + "TP": 48871, + "n_pred": 105428, + "n_ref": 233156 + }, + "3": { + "Dice": 0.582929974857175, + "FN": 58290, + "FP": 178753, + "IoU": 0.4113628575259872, + "TN": 100310102, + "TP": 165655, + "n_pred": 344408, + "n_ref": 223945 + }, + "4": { + "Dice": 0.4005815048611681, + "FN": 16182, + "FP": 107927, + "IoU": 0.2504544658440986, + "TN": 100547221, + "TP": 41470, + "n_pred": 149397, + "n_ref": 57652 + }, + "5": { + "Dice": 0.5560834829127512, + "FN": 8573, + "FP": 4040, + "IoU": 0.38512163018573586, + "TN": 100692287, + "TP": 7900, + "n_pred": 11940, + "n_ref": 16473 + }, + "6": { + "Dice": 0.48893016618342333, + "FN": 1102319, + "FP": 937582, + "IoU": 0.32356556609201215, + "TN": 97697133, + "TP": 975766, + "n_pred": 1913348, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.5646159238939928, + "FN": 33774, + "FP": 179862, + "IoU": 0.3933552930486143, + "TN": 100360640, + "TP": 138524, + "n_pred": 318386, + "n_ref": 172298 + }, + "8": { + "Dice": 0.9038520225737542, + "FN": 6781, + "FP": 14328, + "IoU": 0.8245711721295127, + "TN": 100592472, + "TP": 99219, + "n_pred": 113547, + "n_ref": 106000 + }, + "9": { + "Dice": 0.7037759027115734, + "FN": 27664, + "FP": 34791, + "IoU": 0.5429430791973421, + "TN": 100576154, + "TP": 74191, + "n_pred": 108982, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7725217214572431, + "FN": 1814, + "FP": 42956, + "IoU": 0.6293567348290421, + "TN": 78829910, + "TP": 76020, + "n_pred": 118976, + "n_ref": 77834 + }, + "10": { + "Dice": 0.6577744018230156, + "FN": 17295, + "FP": 5232, + "IoU": 0.4900624773632742, + "TN": 78906524, + "TP": 21649, + "n_pred": 26881, + "n_ref": 38944 + }, + "11": { + "Dice": 0.4265529192215409, + "FN": 568, + "FP": 1583, + "IoU": 0.2710945442222975, + "TN": 78947749, + "TP": 800, + "n_pred": 2383, + "n_ref": 1368 + }, + "12": { + "Dice": 0.5275251316419339, + "FN": 1458, + "FP": 516, + "IoU": 0.358257477243173, + "TN": 78947624, + "TP": 1102, + "n_pred": 1618, + "n_ref": 2560 + }, + "13": { + "Dice": 0.3838246461074655, + "FN": 42472, + "FP": 11895, + "IoU": 0.23748948106591866, + "TN": 78879400, + "TP": 16933, + "n_pred": 28828, + "n_ref": 59405 + }, + "14": { + "Dice": 0.41572688577822636, + "FN": 8321, + "FP": 44939, + "IoU": 0.2624085973853313, + "TN": 78878492, + "TP": 18948, + "n_pred": 63887, + "n_ref": 27269 + }, + "15": { + "Dice": 0.8125932179541298, + "FN": 1368, + "FP": 25270, + "IoU": 0.6843427460925002, + "TN": 78866311, + "TP": 57751, + "n_pred": 83021, + "n_ref": 59119 + }, + "2": { + "Dice": 0.8695066509513386, + "FN": 12333, + "FP": 14017, + "IoU": 0.7691391123026512, + "TN": 78836562, + "TP": 87788, + "n_pred": 101805, + "n_ref": 100121 + }, + "3": { + "Dice": 0.6822749898269137, + "FN": 1682, + "FP": 75617, + "IoU": 0.5177673524898, + "TN": 78790406, + "TP": 82995, + "n_pred": 158612, + "n_ref": 84677 + }, + "4": { + "Dice": 0.7202350317378624, + "FN": 335, + "FP": 12711, + "IoU": 0.5627869566674486, + "TN": 78920861, + "TP": 16793, + "n_pred": 29504, + "n_ref": 17128 + }, + "5": { + "Dice": 0.45147276750370474, + "FN": 23678, + "FP": 3343, + "IoU": 0.2915497758317821, + "TN": 78912559, + "TP": 11120, + "n_pred": 14463, + "n_ref": 34798 + }, + "6": { + "Dice": 0.9045866045603095, + "FN": 56901, + "FP": 80259, + "IoU": 0.8257947258324474, + "TN": 78163353, + "TP": 650187, + "n_pred": 730446, + "n_ref": 707088 + }, + "7": { + "Dice": 0.38209327533954074, + "FN": 539753, + "FP": 46824, + "IoU": 0.23616520626040938, + "TN": 78182763, + "TP": 181360, + "n_pred": 228184, + "n_ref": 721113 + }, + "8": { + "Dice": 0.8480417335473516, + "FN": 66943, + "FP": 27727, + "IoU": 0.7361740075522176, + "TN": 78591865, + "TP": 264165, + "n_pred": 291892, + "n_ref": 331108 + }, + "9": { + "Dice": 0.6907655178253874, + "FN": 24419, + "FP": 4795, + "IoU": 0.5276102388305871, + "TN": 78888857, + "TP": 32629, + "n_pred": 37424, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6717249105394483, + "FN": 3097, + "FP": 138729, + "IoU": 0.5057121946119263, + "TN": 104717510, + "TP": 145104, + "n_pred": 283833, + "n_ref": 148201 + }, + "10": { + "Dice": 0.46029432852345525, + "FN": 18220, + "FP": 143621, + "IoU": 0.2989495570812848, + "TN": 104773585, + "TP": 69014, + "n_pred": 212635, + "n_ref": 87234 + }, + "11": { + "Dice": 0.8637444784233775, + "FN": 518, + "FP": 685, + "IoU": 0.7601674641148325, + "TN": 104999424, + "TP": 3813, + "n_pred": 4498, + "n_ref": 4331 + }, + "12": { + "Dice": 0.6372351160443996, + "FN": 1044, + "FP": 3270, + "IoU": 0.46760459089226214, + "TN": 104996337, + "TP": 3789, + "n_pred": 7059, + "n_ref": 4833 + }, + "13": { + "Dice": 0.6905588839686261, + "FN": 30099, + "FP": 12667, + "IoU": 0.5273691772116925, + "TN": 104913955, + "TP": 47719, + "n_pred": 60386, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9164585179813606, + "FN": 1837, + "FP": 10605, + "IoU": 0.8457991993753641, + "TN": 104923753, + "TP": 68245, + "n_pred": 78850, + "n_ref": 70082 + }, + "15": { + "Dice": 0.32294084687424957, + "FN": 153, + "FP": 101349, + "IoU": 0.1925637782497673, + "TN": 104878731, + "TP": 24207, + "n_pred": 125556, + "n_ref": 24360 + }, + "2": { + "Dice": 0.7637317859373294, + "FN": 34396, + "FP": 49969, + "IoU": 0.6177719181402598, + "TN": 104783721, + "TP": 136354, + "n_pred": 186323, + "n_ref": 170750 + }, + "3": { + "Dice": 0.8523401790476409, + "FN": 4923, + "FP": 46571, + "IoU": 0.7426766742956514, + "TN": 104804326, + "TP": 148620, + "n_pred": 195191, + "n_ref": 153543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 24362, + "IoU": 0.0, + "TN": 104980078, + "TP": 0, + "n_pred": 24362, + "n_ref": 0 + }, + "5": { + "Dice": 0.622940054410707, + "FN": 10159, + "FP": 13957, + "IoU": 0.4523695982923451, + "TN": 104960403, + "TP": 19921, + "n_pred": 33878, + "n_ref": 30080 + }, + "6": { + "Dice": 0.8597841558898723, + "FN": 31743, + "FP": 361002, + "IoU": 0.7540538577245293, + "TN": 103407566, + "TP": 1204129, + "n_pred": 1565131, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.6054908803713429, + "FN": 17730, + "FP": 259000, + "IoU": 0.4341964293016447, + "TN": 104515348, + "TP": 212362, + "n_pred": 471362, + "n_ref": 230092 + }, + "8": { + "Dice": 0.9086435789612735, + "FN": 36006, + "FP": 30386, + "IoU": 0.8325818783348967, + "TN": 104607876, + "TP": 330172, + "n_pred": 360558, + "n_ref": 366178 + }, + "9": { + "Dice": 0.8340346718743252, + "FN": 6643, + "FP": 27946, + "IoU": 0.7153168724279836, + "TN": 104882940, + "TP": 86911, + "n_pred": 114857, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7916217071194256, + "FN": 52766, + "FP": 139578, + "IoU": 0.6551108305929015, + "TN": 177118590, + "TP": 365354, + "n_pred": 504932, + "n_ref": 418120 + }, + "10": { + "Dice": 0.40723039215686274, + "FN": 32085, + "FP": 84003, + "IoU": 0.2556743863968608, + "TN": 177520324, + "TP": 39876, + "n_pred": 123879, + "n_ref": 71961 + }, + "11": { + "Dice": 0.8281334927709534, + "FN": 934, + "FP": 647, + "IoU": 0.7066790352504638, + "TN": 177670898, + "TP": 3809, + "n_pred": 4456, + "n_ref": 4743 + }, + "12": { + "Dice": 0.6686893203883495, + "FN": 790, + "FP": 3578, + "IoU": 0.5022789425706472, + "TN": 177667512, + "TP": 4408, + "n_pred": 7986, + "n_ref": 5198 + }, + "13": { + "Dice": 0.6683282187539458, + "FN": 16212, + "FP": 44205, + "IoU": 0.5018715783919266, + "TN": 177555000, + "TP": 60871, + "n_pred": 105076, + "n_ref": 77083 + }, + "14": { + "Dice": 0.7525144118729302, + "FN": 2622, + "FP": 45804, + "IoU": 0.6032249342477202, + "TN": 177554239, + "TP": 73623, + "n_pred": 119427, + "n_ref": 76245 + }, + "15": { + "Dice": 0.21121634186340976, + "FN": 566, + "FP": 168255, + "IoU": 0.11807819291206954, + "TN": 177484864, + "TP": 22603, + "n_pred": 190858, + "n_ref": 23169 + }, + "2": { + "Dice": 0.8680637875332364, + "FN": 17013, + "FP": 42978, + "IoU": 0.7668840151703556, + "TN": 177418944, + "TP": 197353, + "n_pred": 240331, + "n_ref": 214366 + }, + "3": { + "Dice": 0.8714555947111183, + "FN": 25533, + "FP": 28015, + "IoU": 0.7721943333616949, + "TN": 177441228, + "TP": 181512, + "n_pred": 209527, + "n_ref": 207045 + }, + "4": { + "Dice": 0.7063457122118966, + "FN": 4752, + "FP": 19927, + "IoU": 0.5460080941869021, + "TN": 177621928, + "TP": 29681, + "n_pred": 49608, + "n_ref": 34433 + }, + "5": { + "Dice": 0.6872323067509688, + "FN": 10964, + "FP": 7438, + "IoU": 0.5234987959294648, + "TN": 177637669, + "TP": 20217, + "n_pred": 27655, + "n_ref": 31181 + }, + "6": { + "Dice": 0.8397673228868636, + "FN": 143544, + "FP": 490701, + "IoU": 0.7237921663923075, + "TN": 175380028, + "TP": 1662015, + "n_pred": 2152716, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.6174725884355481, + "FN": 42067, + "FP": 361999, + "IoU": 0.44662592818816027, + "TN": 176946102, + "TP": 326120, + "n_pred": 688119, + "n_ref": 368187 + }, + "8": { + "Dice": 0.8314126899571367, + "FN": 14496, + "FP": 60509, + "IoU": 0.7114681828323473, + "TN": 177416334, + "TP": 184949, + "n_pred": 245458, + "n_ref": 199445 + }, + "9": { + "Dice": 0.8724284436493739, + "FN": 10376, + "FP": 26136, + "IoU": 0.7737233515121468, + "TN": 177514928, + "TP": 124848, + "n_pred": 150984, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8447017485939324, + "FN": 7962, + "FP": 57893, + "IoU": 0.7311547018840195, + "TN": 193760580, + "TP": 179100, + "n_pred": 236993, + "n_ref": 187062 + }, + "10": { + "Dice": 0.8177897489375304, + "FN": 9017, + "FP": 25754, + "IoU": 0.6917464539007092, + "TN": 193892735, + "TP": 78029, + "n_pred": 103783, + "n_ref": 87046 + }, + "11": { + "Dice": 0.7766246207887594, + "FN": 680, + "FP": 719, + "IoU": 0.6348211955103106, + "TN": 194001704, + "TP": 2432, + "n_pred": 3151, + "n_ref": 3112 + }, + "12": { + "Dice": 0.7487033195020747, + "FN": 1063, + "FP": 875, + "IoU": 0.598341968911917, + "TN": 194000710, + "TP": 2887, + "n_pred": 3762, + "n_ref": 3950 + }, + "13": { + "Dice": 0.7780758135533175, + "FN": 13068, + "FP": 17627, + "IoU": 0.6367627567925779, + "TN": 193921031, + "TP": 53809, + "n_pred": 71436, + "n_ref": 66877 + }, + "14": { + "Dice": 0.8672616864327343, + "FN": 1422, + "FP": 21377, + "IoU": 0.7656328704036842, + "TN": 193908256, + "TP": 74480, + "n_pred": 95857, + "n_ref": 75902 + }, + "15": { + "Dice": 0.18192674631011407, + "FN": 400, + "FP": 184559, + "IoU": 0.10006568543972753, + "TN": 193800010, + "TP": 20566, + "n_pred": 205125, + "n_ref": 20966 + }, + "2": { + "Dice": 0.9143701914567999, + "FN": 7157, + "FP": 17518, + "IoU": 0.8422486046913059, + "TN": 193849118, + "TP": 131742, + "n_pred": 149260, + "n_ref": 138899 + }, + "3": { + "Dice": 0.9522341951650836, + "FN": 4785, + "FP": 8234, + "IoU": 0.9088235088137041, + "TN": 193862746, + "TP": 129770, + "n_pred": 138004, + "n_ref": 134555 + }, + "4": { + "Dice": 0.8233508991367467, + "FN": 952, + "FP": 7663, + "IoU": 0.6997420883870068, + "TN": 193976843, + "TP": 20077, + "n_pred": 27740, + "n_ref": 21029 + }, + "5": { + "Dice": 0.5342947015809469, + "FN": 14191, + "FP": 8609, + "IoU": 0.36453078402408096, + "TN": 193969656, + "TP": 13079, + "n_pred": 21688, + "n_ref": 27270 + }, + "6": { + "Dice": 0.8970691914270734, + "FN": 49802, + "FP": 256647, + "IoU": 0.8133503792389153, + "TN": 192363694, + "TP": 1335392, + "n_pred": 1592039, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.7710295995394794, + "FN": 85567, + "FP": 54842, + "IoU": 0.6273784944296125, + "TN": 193628721, + "TP": 236405, + "n_pred": 291247, + "n_ref": 321972 + }, + "8": { + "Dice": 0.8643383438777572, + "FN": 18987, + "FP": 50831, + "IoU": 0.761087899039465, + "TN": 193713302, + "TP": 222415, + "n_pred": 273246, + "n_ref": 241402 + }, + "9": { + "Dice": 0.8341055018368526, + "FN": 21902, + "FP": 8534, + "IoU": 0.7154210806818075, + "TN": 193898584, + "TP": 76515, + "n_pred": 85049, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7873565043705955, + "FN": 2896, + "FP": 57361, + "IoU": 0.6492893477830677, + "TN": 99483986, + "TP": 111557, + "n_pred": 168918, + "n_ref": 114453 + }, + "10": { + "Dice": 0.8372109339919174, + "FN": 12022, + "FP": 11180, + "IoU": 0.720002413564231, + "TN": 99572935, + "TP": 59663, + "n_pred": 70843, + "n_ref": 71685 + }, + "11": { + "Dice": 0.8081109288802744, + "FN": 932, + "FP": 355, + "IoU": 0.6780085063797848, + "TN": 99651803, + "TP": 2710, + "n_pred": 3065, + "n_ref": 3642 + }, + "12": { + "Dice": 0.575689783743475, + "FN": 1638, + "FP": 1207, + "IoU": 0.4041884816753927, + "TN": 99651025, + "TP": 1930, + "n_pred": 3137, + "n_ref": 3568 + }, + "13": { + "Dice": 0.6468882093713464, + "FN": 16660, + "FP": 14750, + "IoU": 0.4780744753327462, + "TN": 99595619, + "TP": 28771, + "n_pred": 43521, + "n_ref": 45431 + }, + "14": { + "Dice": 0.2574356306892068, + "FN": 29394, + "FP": 113364, + "IoU": 0.1477337854618397, + "TN": 99488296, + "TP": 24746, + "n_pred": 138110, + "n_ref": 54140 + }, + "15": { + "Dice": 0.33192675067940236, + "FN": 9000, + "FP": 107524, + "IoU": 0.19898811446955064, + "TN": 99510329, + "TP": 28947, + "n_pred": 136471, + "n_ref": 37947 + }, + "2": { + "Dice": 0.9044737941339855, + "FN": 9734, + "FP": 12449, + "IoU": 0.825606716928326, + "TN": 99528599, + "TP": 105018, + "n_pred": 117467, + "n_ref": 114752 + }, + "3": { + "Dice": 0.9516243078120904, + "FN": 4029, + "FP": 8149, + "IoU": 0.9077130602161294, + "TN": 99523842, + "TP": 119780, + "n_pred": 127929, + "n_ref": 123809 + }, + "4": { + "Dice": 0.5565875964561303, + "FN": 3326, + "FP": 21498, + "IoU": 0.3856053856053856, + "TN": 99615396, + "TP": 15580, + "n_pred": 37078, + "n_ref": 18906 + }, + "5": { + "Dice": 0.8441636182241437, + "FN": 620, + "FP": 1723, + "IoU": 0.7303487167683278, + "TN": 99647111, + "TP": 6346, + "n_pred": 8069, + "n_ref": 6966 + }, + "6": { + "Dice": 0.936315812805698, + "FN": 86842, + "FP": 85546, + "IoU": 0.8802573396107676, + "TN": 98216146, + "TP": 1267266, + "n_pred": 1352812, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.6593198299462575, + "FN": 20185, + "FP": 131510, + "IoU": 0.49178010137930805, + "TN": 99357317, + "TP": 146788, + "n_pred": 278298, + "n_ref": 166973 + }, + "8": { + "Dice": 0.9652614952959296, + "FN": 2530, + "FP": 4552, + "IoU": 0.9328554904526234, + "TN": 99550326, + "TP": 98392, + "n_pred": 102944, + "n_ref": 100922 + }, + "9": { + "Dice": 0.9301148090815273, + "FN": 9011, + "FP": 3991, + "IoU": 0.8693594574227581, + "TN": 99556275, + "TP": 86523, + "n_pred": 90514, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8629296649965958, + "FN": 76184, + "FP": 41593, + "IoU": 0.7589061454092129, + "TN": 62595009, + "TP": 370734, + "n_pred": 412327, + "n_ref": 446918 + }, + "10": { + "Dice": 0.7052971165506929, + "FN": 10942, + "FP": 39118, + "IoU": 0.544755963369497, + "TN": 62973557, + "TP": 59903, + "n_pred": 99021, + "n_ref": 70845 + }, + "11": { + "Dice": 0.7419677281165215, + "FN": 947, + "FP": 860, + "IoU": 0.5897843359818388, + "TN": 63079115, + "TP": 2598, + "n_pred": 3458, + "n_ref": 3545 + }, + "12": { + "Dice": 0.6755392381826526, + "FN": 558, + "FP": 2270, + "IoU": 0.51004851004851, + "TN": 63077748, + "TP": 2944, + "n_pred": 5214, + "n_ref": 3502 + }, + "13": { + "Dice": 0.541063315919948, + "FN": 20228, + "FP": 22907, + "IoU": 0.37086141011055684, + "TN": 63014958, + "TP": 25427, + "n_pred": 48334, + "n_ref": 45655 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 19, + "IoU": 0.0, + "TN": 63083501, + "TP": 0, + "n_pred": 19, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 63083520, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.970053335141755, + "FN": 2386, + "FP": 5121, + "IoU": 0.9418481249951586, + "TN": 62954427, + "TP": 121586, + "n_pred": 126707, + "n_ref": 123972 + }, + "3": { + "Dice": 0.9486305368988469, + "FN": 1673, + "FP": 11964, + "IoU": 0.9022808538691394, + "TN": 62943967, + "TP": 125916, + "n_pred": 137880, + "n_ref": 127589 + }, + "4": { + "Dice": 0.4891280405299097, + "FN": 10257, + "FP": 5978, + "IoU": 0.3237389094847336, + "TN": 63059513, + "TP": 7772, + "n_pred": 13750, + "n_ref": 18029 + }, + "5": { + "Dice": 0.5316906136699342, + "FN": 9035, + "FP": 4915, + "IoU": 0.3621107503772463, + "TN": 63061651, + "TP": 7919, + "n_pred": 12834, + "n_ref": 16954 + }, + "6": { + "Dice": 0.8614638086942664, + "FN": 189103, + "FP": 113411, + "IoU": 0.7566415677188918, + "TN": 61840440, + "TP": 940566, + "n_pred": 1053977, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.6618338972609342, + "FN": 15921, + "FP": 127898, + "IoU": 0.49458276958760167, + "TN": 62798965, + "TP": 140736, + "n_pred": 268634, + "n_ref": 156657 + }, + "8": { + "Dice": 0.8874480566042626, + "FN": 9235, + "FP": 16821, + "IoU": 0.7976688745835889, + "TN": 62954741, + "TP": 102723, + "n_pred": 119544, + "n_ref": 111958 + }, + "9": { + "Dice": 0.8778968992745715, + "FN": 1864, + "FP": 9548, + "IoU": 0.7823674123233595, + "TN": 63031083, + "TP": 41025, + "n_pred": 50573, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9523100474037293, + "FN": 16373, + "FP": 13285, + "IoU": 0.9089617066994091, + "TN": 109283043, + "TP": 296117, + "n_pred": 309402, + "n_ref": 312490 + }, + "10": { + "Dice": 0.48612331004818465, + "FN": 28707, + "FP": 96497, + "IoU": 0.3211115629659753, + "TN": 109424393, + "TP": 59221, + "n_pred": 155718, + "n_ref": 87928 + }, + "11": { + "Dice": 0.6795203385845285, + "FN": 1576, + "FP": 1150, + "IoU": 0.5146011396011396, + "TN": 109603202, + "TP": 2890, + "n_pred": 4040, + "n_ref": 4466 + }, + "12": { + "Dice": 0.6938014603075967, + "FN": 1848, + "FP": 123, + "IoU": 0.5311607992388202, + "TN": 109604614, + "TP": 2233, + "n_pred": 2356, + "n_ref": 4081 + }, + "13": { + "Dice": 0.5010210081111666, + "FN": 41154, + "FP": 37773, + "IoU": 0.3342415142722181, + "TN": 109490266, + "TP": 39625, + "n_pred": 77398, + "n_ref": 80779 + }, + "14": { + "Dice": 0.578068731770112, + "FN": 25965, + "FP": 77609, + "IoU": 0.406537745308695, + "TN": 109434293, + "TP": 70951, + "n_pred": 148560, + "n_ref": 96916 + }, + "15": { + "Dice": 0.7003322065296269, + "FN": 7516, + "FP": 74661, + "IoU": 0.5388547827746041, + "TN": 109430616, + "TP": 96025, + "n_pred": 170686, + "n_ref": 103541 + }, + "2": { + "Dice": 0.706073434603359, + "FN": 86470, + "FP": 19758, + "IoU": 0.5456827717165842, + "TN": 109374999, + "TP": 127591, + "n_pred": 147349, + "n_ref": 214061 + }, + "3": { + "Dice": 0.8237153269055483, + "FN": 16599, + "FP": 81456, + "IoU": 0.700268689839, + "TN": 109281675, + "TP": 229088, + "n_pred": 310544, + "n_ref": 245687 + }, + "4": { + "Dice": 0.58600543011307, + "FN": 16188, + "FP": 31996, + "IoU": 0.4144325887757334, + "TN": 109526532, + "TP": 34102, + "n_pred": 66098, + "n_ref": 50290 + }, + "5": { + "Dice": 0.7339903735961495, + "FN": 2546, + "FP": 3257, + "IoU": 0.5797668187414006, + "TN": 109595009, + "TP": 8006, + "n_pred": 11263, + "n_ref": 10552 + }, + "6": { + "Dice": 0.7394271731509754, + "FN": 40241, + "FP": 812722, + "IoU": 0.5865802890573767, + "TN": 107545629, + "TP": 1210226, + "n_pred": 2022948, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.517473650660942, + "FN": 749856, + "FP": 85842, + "IoU": 0.34904853521938606, + "TN": 108325008, + "TP": 448112, + "n_pred": 533954, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.9520071876222971, + "FN": 3060, + "FP": 5647, + "IoU": 0.908410035239047, + "TN": 109513753, + "TP": 86358, + "n_pred": 92005, + "n_ref": 89418 + }, + "9": { + "Dice": 0.6360678425252495, + "FN": 11998, + "FP": 37440, + "IoU": 0.4663485929556028, + "TN": 109516177, + "TP": 43203, + "n_pred": 80643, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.634074851306733, + "FN": 3180, + "FP": 60989, + "IoU": 0.46420907610737694, + "TN": 66947587, + "TP": 55596, + "n_pred": 116585, + "n_ref": 58776 + }, + "10": { + "Dice": 0.694469577018774, + "FN": 29672, + "FP": 13552, + "IoU": 0.5319443842855287, + "TN": 66975004, + "TP": 49124, + "n_pred": 62676, + "n_ref": 78796 + }, + "11": { + "Dice": 0.5396587286705419, + "FN": 1687, + "FP": 768, + "IoU": 0.36954288649203904, + "TN": 67063458, + "TP": 1439, + "n_pred": 2207, + "n_ref": 3126 + }, + "12": { + "Dice": 0.679137124754865, + "FN": 1060, + "FP": 1067, + "IoU": 0.5141617176793056, + "TN": 67062974, + "TP": 2251, + "n_pred": 3318, + "n_ref": 3311 + }, + "13": { + "Dice": 0.4243270412152351, + "FN": 23015, + "FP": 18217, + "IoU": 0.26929892960941376, + "TN": 67010924, + "TP": 15196, + "n_pred": 33413, + "n_ref": 38211 + }, + "14": { + "Dice": 0.8140538743314435, + "FN": 4473, + "FP": 27964, + "IoU": 0.6864172467130704, + "TN": 66963912, + "TP": 71003, + "n_pred": 98967, + "n_ref": 75476 + }, + "15": { + "Dice": 0.23799106411179125, + "FN": 14663, + "FP": 92272, + "IoU": 0.1350680233592701, + "TN": 66943718, + "TP": 16699, + "n_pred": 108971, + "n_ref": 31362 + }, + "2": { + "Dice": 0.8818535999313482, + "FN": 17585, + "FP": 16834, + "IoU": 0.7886745419716096, + "TN": 66904480, + "TP": 128453, + "n_pred": 145287, + "n_ref": 146038 + }, + "3": { + "Dice": 0.9186542912304685, + "FN": 7155, + "FP": 19979, + "IoU": 0.8495472666884762, + "TN": 66887003, + "TP": 153215, + "n_pred": 173194, + "n_ref": 160370 + }, + "4": { + "Dice": 0.13017169654337796, + "FN": 11318, + "FP": 11682, + "IoU": 0.06961692488167955, + "TN": 67042631, + "TP": 1721, + "n_pred": 13403, + "n_ref": 13039 + }, + "5": { + "Dice": 0.6205610059416885, + "FN": 4430, + "FP": 1062, + "IoU": 0.44986477010918563, + "TN": 67057369, + "TP": 4491, + "n_pred": 5553, + "n_ref": 8921 + }, + "6": { + "Dice": 0.8752332184766952, + "FN": 158069, + "FP": 104739, + "IoU": 0.7781463969724827, + "TN": 65882751, + "TP": 921793, + "n_pred": 1026532, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.6573415823022122, + "FN": 176297, + "FP": 6477, + "IoU": 0.4895821406529698, + "TN": 66709265, + "TP": 175313, + "n_pred": 181790, + "n_ref": 351610 + }, + "8": { + "Dice": 0.9054193096118404, + "FN": 5636, + "FP": 11094, + "IoU": 0.82718370382613, + "TN": 66970544, + "TP": 80078, + "n_pred": 91172, + "n_ref": 85714 + }, + "9": { + "Dice": 0.8964760254188331, + "FN": 7513, + "FP": 8615, + "IoU": 0.812375667469375, + "TN": 66981393, + "TP": 69831, + "n_pred": 78446, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7572297341010545, + "FN": 39763, + "FP": 50297, + "IoU": 0.6093078945313517, + "TN": 74288766, + "TP": 140454, + "n_pred": 190751, + "n_ref": 180217 + }, + "10": { + "Dice": 0.621964302306919, + "FN": 19334, + "FP": 25419, + "IoU": 0.45134121224009416, + "TN": 74437712, + "TP": 36815, + "n_pred": 62234, + "n_ref": 56149 + }, + "11": { + "Dice": 0.7169018312818973, + "FN": 999, + "FP": 887, + "IoU": 0.5587271876462331, + "TN": 74515006, + "TP": 2388, + "n_pred": 3275, + "n_ref": 3387 + }, + "12": { + "Dice": 0.6160375251284342, + "FN": 822, + "FP": 897, + "IoU": 0.44512588766946415, + "TN": 74516182, + "TP": 1379, + "n_pred": 2276, + "n_ref": 2201 + }, + "13": { + "Dice": 0.43104550919649026, + "FN": 17615, + "FP": 49108, + "IoU": 0.274734233352899, + "TN": 74427282, + "TP": 25275, + "n_pred": 74383, + "n_ref": 42890 + }, + "14": { + "Dice": 0.44707562599341183, + "FN": 2813, + "FP": 69196, + "IoU": 0.2878927225798795, + "TN": 74418159, + "TP": 29112, + "n_pred": 98308, + "n_ref": 31925 + }, + "15": { + "Dice": 0.45571208472871866, + "FN": 5661, + "FP": 53336, + "IoU": 0.2950952864567776, + "TN": 74435585, + "TP": 24698, + "n_pred": 78034, + "n_ref": 30359 + }, + "2": { + "Dice": 0.833775243353189, + "FN": 3175, + "FP": 51743, + "IoU": 0.7149352975068907, + "TN": 74326629, + "TP": 137733, + "n_pred": 189476, + "n_ref": 140908 + }, + "3": { + "Dice": 0.8883572203878211, + "FN": 19371, + "FP": 14880, + "IoU": 0.7991391089660511, + "TN": 74348759, + "TP": 136270, + "n_pred": 151150, + "n_ref": 155641 + }, + "4": { + "Dice": 0.6139000248341434, + "FN": 4626, + "FP": 6257, + "IoU": 0.4428973637061684, + "TN": 74499745, + "TP": 8652, + "n_pred": 14909, + "n_ref": 13278 + }, + "5": { + "Dice": 0.6164193664322021, + "FN": 4151, + "FP": 3320, + "IoU": 0.4455247142645094, + "TN": 74505806, + "TP": 6003, + "n_pred": 9323, + "n_ref": 10154 + }, + "6": { + "Dice": 0.8948267971604258, + "FN": 158056, + "FP": 182297, + "IoU": 0.8096710948666731, + "TN": 72731044, + "TP": 1447883, + "n_pred": 1630180, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.7158802855104436, + "FN": 58321, + "FP": 28096, + "IoU": 0.5574871855269424, + "TN": 74323993, + "TP": 108870, + "n_pred": 136966, + "n_ref": 167191 + }, + "8": { + "Dice": 0.9611800283898043, + "FN": 2083, + "FP": 2949, + "IoU": 0.9252614068441065, + "TN": 74451952, + "TP": 62296, + "n_pred": 65245, + "n_ref": 64379 + }, + "9": { + "Dice": 0.8850305817697641, + "FN": 9439, + "FP": 12234, + "IoU": 0.7937711719255509, + "TN": 74414188, + "TP": 83419, + "n_pred": 95653, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8780862197856965, + "FN": 18641, + "FP": 54745, + "IoU": 0.782668182948932, + "TN": 65713512, + "TP": 264282, + "n_pred": 319027, + "n_ref": 282923 + }, + "10": { + "Dice": 0.5553520973042455, + "FN": 37737, + "FP": 35597, + "IoU": 0.38442038109628135, + "TN": 65932050, + "TP": 45796, + "n_pred": 81393, + "n_ref": 83533 + }, + "11": { + "Dice": 0.6931579683783405, + "FN": 1160, + "FP": 1033, + "IoU": 0.530406852248394, + "TN": 66046510, + "TP": 2477, + "n_pred": 3510, + "n_ref": 3637 + }, + "12": { + "Dice": 0.6003795066413662, + "FN": 1444, + "FP": 662, + "IoU": 0.4289587852494577, + "TN": 66047492, + "TP": 1582, + "n_pred": 2244, + "n_ref": 3026 + }, + "13": { + "Dice": 0.7624618779469778, + "FN": 11000, + "FP": 11821, + "IoU": 0.6161118307063435, + "TN": 65991733, + "TP": 36626, + "n_pred": 48447, + "n_ref": 47626 + }, + "14": { + "Dice": 0.8146623556055664, + "FN": 1474, + "FP": 24550, + "IoU": 0.6872829522104327, + "TN": 65967961, + "TP": 57195, + "n_pred": 81745, + "n_ref": 58669 + }, + "15": { + "Dice": 0.5493833131801693, + "FN": 1879, + "FP": 35387, + "IoU": 0.37872397179200773, + "TN": 65991197, + "TP": 22717, + "n_pred": 58104, + "n_ref": 24596 + }, + "2": { + "Dice": 0.7643560662007634, + "FN": 45623, + "FP": 15003, + "IoU": 0.6185892596507122, + "TN": 65892228, + "TP": 98326, + "n_pred": 113329, + "n_ref": 143949 + }, + "3": { + "Dice": 0.8250900164585475, + "FN": 9942, + "FP": 52334, + "IoU": 0.702258069142909, + "TN": 65842019, + "TP": 146885, + "n_pred": 199219, + "n_ref": 156827 + }, + "4": { + "Dice": 0.9103972527380932, + "FN": 2222, + "FP": 3153, + "IoU": 0.8355313484899483, + "TN": 66018499, + "TP": 27306, + "n_pred": 30459, + "n_ref": 29528 + }, + "5": { + "Dice": 0.8460135609071779, + "FN": 933, + "FP": 2360, + "IoU": 0.7331226193370614, + "TN": 66038841, + "TP": 9046, + "n_pred": 11406, + "n_ref": 9979 + }, + "6": { + "Dice": 0.7756480827965504, + "FN": 49790, + "FP": 513476, + "IoU": 0.6335172689304994, + "TN": 64514229, + "TP": 973685, + "n_pred": 1487161, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.531975885930554, + "FN": 598145, + "FP": 67653, + "IoU": 0.3623754411335156, + "TN": 65006995, + "TP": 378387, + "n_pred": 446040, + "n_ref": 976532 + }, + "8": { + "Dice": 0.9019270474879559, + "FN": 2668, + "FP": 14432, + "IoU": 0.8213726104669382, + "TN": 65955450, + "TP": 78630, + "n_pred": 93062, + "n_ref": 81298 + }, + "9": { + "Dice": 0.8230955485192774, + "FN": 14845, + "FP": 8900, + "IoU": 0.6993732987276066, + "TN": 65972195, + "TP": 55240, + "n_pred": 64140, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.955968657805412, + "FN": 2971, + "FP": 10909, + "IoU": 0.9156513019962931, + "TN": 113307985, + "TP": 150675, + "n_pred": 161584, + "n_ref": 153646 + }, + "10": { + "Dice": 0.7265097409879041, + "FN": 7680, + "FP": 47195, + "IoU": 0.5704870813472029, + "TN": 113344779, + "TP": 72886, + "n_pred": 120081, + "n_ref": 80566 + }, + "11": { + "Dice": 0.6883720930232559, + "FN": 1232, + "FP": 577, + "IoU": 0.524822695035461, + "TN": 113468733, + "TP": 1998, + "n_pred": 2575, + "n_ref": 3230 + }, + "12": { + "Dice": 0.8036689233457087, + "FN": 403, + "FP": 1395, + "IoU": 0.6717780211756116, + "TN": 113467062, + "TP": 3680, + "n_pred": 5075, + "n_ref": 4083 + }, + "13": { + "Dice": 0.545223626433083, + "FN": 29010, + "FP": 50841, + "IoU": 0.37478174401215186, + "TN": 113344823, + "TP": 47866, + "n_pred": 98707, + "n_ref": 76876 + }, + "14": { + "Dice": 0.8231792638410266, + "FN": 62105, + "FP": 24456, + "IoU": 0.6994941867933109, + "TN": 113184489, + "TP": 201490, + "n_pred": 225946, + "n_ref": 263595 + }, + "15": { + "Dice": 0.18021952083087453, + "FN": 2032, + "FP": 178564, + "IoU": 0.09903365977041313, + "TN": 113272093, + "TP": 19851, + "n_pred": 198415, + "n_ref": 21883 + }, + "2": { + "Dice": 0.8746162090140193, + "FN": 6307, + "FP": 28323, + "IoU": 0.7771715000868664, + "TN": 113317129, + "TP": 120781, + "n_pred": 149104, + "n_ref": 127088 + }, + "3": { + "Dice": 0.8111547948896889, + "FN": 2904, + "FP": 51758, + "IoU": 0.6823048041939346, + "TN": 113300482, + "TP": 117396, + "n_pred": 169154, + "n_ref": 120300 + }, + "4": { + "Dice": 0.6225900558092339, + "FN": 1641, + "FP": 34065, + "IoU": 0.45200055251162574, + "TN": 113407383, + "TP": 29451, + "n_pred": 63516, + "n_ref": 31092 + }, + "5": { + "Dice": 0.6379569354031046, + "FN": 11805, + "FP": 12054, + "IoU": 0.46838235294117647, + "TN": 113427660, + "TP": 21021, + "n_pred": 33075, + "n_ref": 32826 + }, + "6": { + "Dice": 0.9472229679232376, + "FN": 65682, + "FP": 54439, + "IoU": 0.8997374933747334, + "TN": 112274475, + "TP": 1077944, + "n_pred": 1132383, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.6835910011310332, + "FN": 43656, + "FP": 117761, + "IoU": 0.5192846613160207, + "TN": 113136755, + "TP": 174368, + "n_pred": 292129, + "n_ref": 218024 + }, + "8": { + "Dice": 0.881616107019796, + "FN": 18842, + "FP": 33724, + "IoU": 0.7882947103883237, + "TN": 113224242, + "TP": 195732, + "n_pred": 229456, + "n_ref": 214574 + }, + "9": { + "Dice": 0.8866958558594175, + "FN": 16524, + "FP": 6404, + "IoU": 0.796454284775796, + "TN": 113359897, + "TP": 89715, + "n_pred": 96119, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6739541440811331, + "FN": 3849, + "FP": 115489, + "IoU": 0.5082434676545367, + "TN": 74954051, + "TP": 123339, + "n_pred": 238828, + "n_ref": 127188 + }, + "10": { + "Dice": 0.6718333245014396, + "FN": 23986, + "FP": 50328, + "IoU": 0.5058351010420061, + "TN": 75046345, + "TP": 76069, + "n_pred": 126397, + "n_ref": 100055 + }, + "11": { + "Dice": 0.6811594202898551, + "FN": 1006, + "FP": 1370, + "IoU": 0.5164835164835165, + "TN": 75191814, + "TP": 2538, + "n_pred": 3908, + "n_ref": 3544 + }, + "12": { + "Dice": 0.5505201904426027, + "FN": 1545, + "FP": 1004, + "IoU": 0.37980535279805355, + "TN": 75192618, + "TP": 1561, + "n_pred": 2565, + "n_ref": 3106 + }, + "13": { + "Dice": 0.5722503915275, + "FN": 18355, + "FP": 36817, + "IoU": 0.4008058472799939, + "TN": 75104651, + "TP": 36905, + "n_pred": 73722, + "n_ref": 55260 + }, + "14": { + "Dice": 0.8772253170149171, + "FN": 5975, + "FP": 29597, + "IoU": 0.7813012978549427, + "TN": 75034075, + "TP": 127081, + "n_pred": 156678, + "n_ref": 133056 + }, + "15": { + "Dice": 0.483978195402737, + "FN": 10331, + "FP": 125037, + "IoU": 0.31924223908593957, + "TN": 74997879, + "TP": 63481, + "n_pred": 188518, + "n_ref": 73812 + }, + "2": { + "Dice": 0.8571090246767775, + "FN": 8785, + "FP": 37070, + "IoU": 0.7499481955699032, + "TN": 75013346, + "TP": 137527, + "n_pred": 174597, + "n_ref": 146312 + }, + "3": { + "Dice": 0.9129098588594983, + "FN": 3891, + "FP": 23512, + "IoU": 0.839773836879557, + "TN": 75025701, + "TP": 143624, + "n_pred": 167136, + "n_ref": 147515 + }, + "4": { + "Dice": 0.8650548954730034, + "FN": 1956, + "FP": 5222, + "IoU": 0.7621997680967368, + "TN": 75166543, + "TP": 23007, + "n_pred": 28229, + "n_ref": 24963 + }, + "5": { + "Dice": 0.8517140579325007, + "FN": 1291, + "FP": 941, + "IoU": 0.7417264522101366, + "TN": 75188086, + "TP": 6410, + "n_pred": 7351, + "n_ref": 7701 + }, + "6": { + "Dice": 0.8934519138547389, + "FN": 37141, + "FP": 253695, + "IoU": 0.807422582932787, + "TN": 73686499, + "TP": 1219393, + "n_pred": 1473088, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.7616619919854836, + "FN": 11827, + "FP": 75782, + "IoU": 0.6150679273800945, + "TN": 74969132, + "TP": 139987, + "n_pred": 215769, + "n_ref": 151814 + }, + "8": { + "Dice": 0.9451254076128364, + "FN": 7208, + "FP": 1795, + "IoU": 0.8959599694917605, + "TN": 75110194, + "TP": 77531, + "n_pred": 79326, + "n_ref": 84739 + }, + "9": { + "Dice": 0.8078096910405953, + "FN": 9606, + "FP": 22573, + "IoU": 0.6775845139570768, + "TN": 75096922, + "TP": 67627, + "n_pred": 90200, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.967294401887888, + "FN": 9262, + "FP": 4708, + "IoU": 0.9366603644409381, + "TN": 86707315, + "TP": 206587, + "n_pred": 211295, + "n_ref": 215849 + }, + "10": { + "Dice": 0.6280940845692244, + "FN": 14767, + "FP": 49254, + "IoU": 0.45782591758269675, + "TN": 86809790, + "TP": 54061, + "n_pred": 103315, + "n_ref": 68828 + }, + "11": { + "Dice": 0.6858080393765381, + "FN": 918, + "FP": 614, + "IoU": 0.5218476903870163, + "TN": 86924668, + "TP": 1672, + "n_pred": 2286, + "n_ref": 2590 + }, + "12": { + "Dice": 0.6862319524393696, + "FN": 1279, + "FP": 2046, + "IoU": 0.5223387444332711, + "TN": 86920911, + "TP": 3636, + "n_pred": 5682, + "n_ref": 4915 + }, + "13": { + "Dice": 0.5360463976228006, + "FN": 19823, + "FP": 41694, + "IoU": 0.36616351553243004, + "TN": 86830817, + "TP": 35538, + "n_pred": 77232, + "n_ref": 55361 + }, + "14": { + "Dice": 0.781495683468649, + "FN": 10316, + "FP": 30484, + "IoU": 0.6413565162356498, + "TN": 86814110, + "TP": 72962, + "n_pred": 103446, + "n_ref": 83278 + }, + "15": { + "Dice": 0.8300117089558187, + "FN": 27259, + "FP": 28199, + "IoU": 0.7094188166747009, + "TN": 86737020, + "TP": 135394, + "n_pred": 163593, + "n_ref": 162653 + }, + "2": { + "Dice": 0.8187995649792412, + "FN": 21074, + "FP": 24578, + "IoU": 0.6931927391009227, + "TN": 86779075, + "TP": 103145, + "n_pred": 127723, + "n_ref": 124219 + }, + "3": { + "Dice": 0.8876858681401281, + "FN": 15642, + "FP": 23507, + "IoU": 0.7980532142083381, + "TN": 86734014, + "TP": 154709, + "n_pred": 178216, + "n_ref": 170351 + }, + "4": { + "Dice": 0.35973376393210194, + "FN": 2821, + "FP": 45950, + "IoU": 0.2193142527852478, + "TN": 86865400, + "TP": 13701, + "n_pred": 59651, + "n_ref": 16522 + }, + "5": { + "Dice": 0.8369721115537848, + "FN": 221, + "FP": 1825, + "IoU": 0.7196492189640997, + "TN": 86920574, + "TP": 5252, + "n_pred": 7077, + "n_ref": 5473 + }, + "6": { + "Dice": 0.796052551452716, + "FN": 30489, + "FP": 555606, + "IoU": 0.6612020752344755, + "TN": 85197947, + "TP": 1143830, + "n_pred": 1699436, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.5011665276697014, + "FN": 664150, + "FP": 50621, + "IoU": 0.3343710538372998, + "TN": 85854044, + "TP": 359057, + "n_pred": 409678, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.913309127992334, + "FN": 2444, + "FP": 7417, + "IoU": 0.8404498017959712, + "TN": 86866067, + "TP": 51944, + "n_pred": 59361, + "n_ref": 54388 + }, + "9": { + "Dice": 0.8307222281430957, + "FN": 3992, + "FP": 15068, + "IoU": 0.7104575560551741, + "TN": 86862044, + "TP": 46768, + "n_pred": 61836, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.35387412301983134, + "FN": 3498, + "FP": 306771, + "IoU": 0.2149739141875446, + "TN": 37354366, + "TP": 84965, + "n_pred": 391736, + "n_ref": 88463 + }, + "10": { + "Dice": 0.46648506038051524, + "FN": 26622, + "FP": 47997, + "IoU": 0.30419335888326293, + "TN": 37642359, + "TP": 32622, + "n_pred": 80619, + "n_ref": 59244 + }, + "11": { + "Dice": 0.7419968304278922, + "FN": 247, + "FP": 1381, + "IoU": 0.5898211136306375, + "TN": 37745631, + "TP": 2341, + "n_pred": 3722, + "n_ref": 2588 + }, + "12": { + "Dice": 0.6243654822335025, + "FN": 949, + "FP": 1419, + "IoU": 0.45387453874538747, + "TN": 37745264, + "TP": 1968, + "n_pred": 3387, + "n_ref": 2917 + }, + "13": { + "Dice": 0.7514482338080927, + "FN": 10380, + "FP": 12446, + "IoU": 0.6018558894838744, + "TN": 37692269, + "TP": 34505, + "n_pred": 46951, + "n_ref": 44885 + }, + "14": { + "Dice": 0.41866054897406485, + "FN": 12313, + "FP": 231967, + "IoU": 0.26475058767581366, + "TN": 37417359, + "TP": 87961, + "n_pred": 319928, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 93688, + "IoU": 0.0, + "TN": 37655912, + "TP": 0, + "n_pred": 93688, + "n_ref": 0 + }, + "2": { + "Dice": 0.7166751196277757, + "FN": 35231, + "FP": 16163, + "IoU": 0.5584518235319387, + "TN": 37633205, + "TP": 65001, + "n_pred": 81164, + "n_ref": 100232 + }, + "3": { + "Dice": 0.5475247780969387, + "FN": 4067, + "FP": 135813, + "IoU": 0.37695980615735464, + "TN": 37525088, + "TP": 84632, + "n_pred": 220445, + "n_ref": 88699 + }, + "4": { + "Dice": 0.0, + "FN": 11694, + "FP": 6894, + "IoU": 0.0, + "TN": 37731012, + "TP": 0, + "n_pred": 6894, + "n_ref": 11694 + }, + "5": { + "Dice": 0.7691006484352975, + "FN": 1865, + "FP": 3049, + "IoU": 0.624828218048557, + "TN": 37736502, + "TP": 8184, + "n_pred": 11233, + "n_ref": 10049 + }, + "6": { + "Dice": 0.7199166731227781, + "FN": 282545, + "FP": 75362, + "IoU": 0.5623982892418598, + "TN": 36931717, + "TP": 459976, + "n_pred": 535338, + "n_ref": 742521 + }, + "7": { + "Dice": 0.7585068521391912, + "FN": 65670, + "FP": 112380, + "IoU": 0.6109633818327219, + "TN": 37291931, + "TP": 279619, + "n_pred": 391999, + "n_ref": 345289 + }, + "8": { + "Dice": 0.9412328188710399, + "FN": 3410, + "FP": 5915, + "IoU": 0.8889894167926572, + "TN": 37665599, + "TP": 74676, + "n_pred": 80591, + "n_ref": 78086 + }, + "9": { + "Dice": 0.8813140540446486, + "FN": 4121, + "FP": 9521, + "IoU": 0.7878118583960679, + "TN": 37685308, + "TP": 50650, + "n_pred": 60171, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8089320995185897, + "FN": 9071, + "FP": 80190, + "IoU": 0.6791653936703629, + "TN": 75628473, + "TP": 188954, + "n_pred": 269144, + "n_ref": 198025 + }, + "10": { + "Dice": 0.7411526128526875, + "FN": 12874, + "FP": 57840, + "IoU": 0.588754935999209, + "TN": 75734737, + "TP": 101237, + "n_pred": 159077, + "n_ref": 114111 + }, + "11": { + "Dice": 0.7626256652868125, + "FN": 1118, + "FP": 889, + "IoU": 0.6163257503345441, + "TN": 75901457, + "TP": 3224, + "n_pred": 4113, + "n_ref": 4342 + }, + "12": { + "Dice": 0.7704474505723204, + "FN": 882, + "FP": 1324, + "IoU": 0.6266079891672309, + "TN": 75900780, + "TP": 3702, + "n_pred": 5026, + "n_ref": 4584 + }, + "13": { + "Dice": 0.7020581048058648, + "FN": 9180, + "FP": 18253, + "IoU": 0.540901027546273, + "TN": 75846934, + "TP": 32321, + "n_pred": 50574, + "n_ref": 41501 + }, + "14": { + "Dice": 0.8754089560467462, + "FN": 3004, + "FP": 31346, + "IoU": 0.7784242643169533, + "TN": 75751662, + "TP": 120676, + "n_pred": 152022, + "n_ref": 123680 + }, + "15": { + "Dice": 0.7555999241402562, + "FN": 43838, + "FP": 48948, + "IoU": 0.6072001591756733, + "TN": 75670471, + "TP": 143431, + "n_pred": 192379, + "n_ref": 187269 + }, + "2": { + "Dice": 0.875544502617801, + "FN": 25484, + "FP": 22058, + "IoU": 0.7786386430197746, + "TN": 75691917, + "TP": 167229, + "n_pred": 189287, + "n_ref": 192713 + }, + "3": { + "Dice": 0.9089673388373584, + "FN": 15848, + "FP": 31300, + "IoU": 0.8331256901775349, + "TN": 75624152, + "TP": 235388, + "n_pred": 266688, + "n_ref": 251236 + }, + "4": { + "Dice": 0.7659604067834337, + "FN": 2648, + "FP": 14175, + "IoU": 0.6206935425685426, + "TN": 75862336, + "TP": 27529, + "n_pred": 41704, + "n_ref": 30177 + }, + "5": { + "Dice": 0.8853144134512586, + "FN": 520, + "FP": 1840, + "IoU": 0.7942279187374662, + "TN": 75895219, + "TP": 9109, + "n_pred": 10949, + "n_ref": 9629 + }, + "6": { + "Dice": 0.9420497906518295, + "FN": 69990, + "FP": 131405, + "IoU": 0.8904481348250309, + "TN": 74068335, + "TP": 1636958, + "n_pred": 1768363, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.8303472870849962, + "FN": 58596, + "FP": 29316, + "IoU": 0.7099092558983666, + "TN": 75603638, + "TP": 215138, + "n_pred": 244454, + "n_ref": 273734 + }, + "8": { + "Dice": 0.9526120777447943, + "FN": 3819, + "FP": 4929, + "IoU": 0.9095121850304109, + "TN": 75810012, + "TP": 87928, + "n_pred": 92857, + "n_ref": 91747 + }, + "9": { + "Dice": 0.8668780613885229, + "FN": 8990, + "FP": 12127, + "IoU": 0.765035105092742, + "TN": 75816815, + "TP": 68756, + "n_pred": 80883, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7487417544114151, + "FN": 2143, + "FP": 60210, + "IoU": 0.5983910651947082, + "TN": 61232492, + "TP": 92905, + "n_pred": 153115, + "n_ref": 95048 + }, + "10": { + "Dice": 0.7242895934524037, + "FN": 11770, + "FP": 38693, + "IoU": 0.567753927329416, + "TN": 61271004, + "TP": 66283, + "n_pred": 104976, + "n_ref": 78053 + }, + "11": { + "Dice": 0.8335408883354088, + "FN": 330, + "FP": 873, + "IoU": 0.7145907473309608, + "TN": 61383535, + "TP": 3012, + "n_pred": 3885, + "n_ref": 3342 + }, + "12": { + "Dice": 0.7554585152838428, + "FN": 774, + "FP": 906, + "IoU": 0.6070175438596491, + "TN": 61383475, + "TP": 2595, + "n_pred": 3501, + "n_ref": 3369 + }, + "13": { + "Dice": 0.5844030934715189, + "FN": 9682, + "FP": 32664, + "IoU": 0.41283157004395515, + "TN": 61315631, + "TP": 29773, + "n_pred": 62437, + "n_ref": 39455 + }, + "14": { + "Dice": 0.63767114839028, + "FN": 1840, + "FP": 71595, + "IoU": 0.4680743182065119, + "TN": 61249695, + "TP": 64620, + "n_pred": 136215, + "n_ref": 66460 + }, + "15": { + "Dice": 0.6182974632053843, + "FN": 931, + "FP": 50679, + "IoU": 0.4474895621453806, + "TN": 61294340, + "TP": 41800, + "n_pred": 92479, + "n_ref": 42731 + }, + "2": { + "Dice": 0.8476915359085185, + "FN": 5586, + "FP": 40259, + "IoU": 0.7356463675521702, + "TN": 61214327, + "TP": 127578, + "n_pred": 167837, + "n_ref": 133164 + }, + "3": { + "Dice": 0.9032579456012753, + "FN": 2163, + "FP": 25996, + "IoU": 0.8235828488372093, + "TN": 61228134, + "TP": 131457, + "n_pred": 157453, + "n_ref": 133620 + }, + "4": { + "Dice": 0.5553864994247968, + "FN": 4010, + "FP": 19952, + "IoU": 0.38445334977394163, + "TN": 61348822, + "TP": 14966, + "n_pred": 34918, + "n_ref": 18976 + }, + "5": { + "Dice": 0.584984984984985, + "FN": 13572, + "FP": 6467, + "IoU": 0.4134125636672326, + "TN": 61353588, + "TP": 14123, + "n_pred": 20590, + "n_ref": 27695 + }, + "6": { + "Dice": 0.954194036506481, + "FN": 42493, + "FP": 48927, + "IoU": 0.9124006458320357, + "TN": 60344135, + "TP": 952195, + "n_pred": 1001122, + "n_ref": 994688 + }, + "7": { + "Dice": 0.6376484639373632, + "FN": 40790, + "FP": 117579, + "IoU": 0.46804987336840054, + "TN": 61090036, + "TP": 139345, + "n_pred": 256924, + "n_ref": 180135 + }, + "8": { + "Dice": 0.8507991479216221, + "FN": 16858, + "FP": 63619, + "IoU": 0.7403398164758721, + "TN": 61077818, + "TP": 229455, + "n_pred": 293074, + "n_ref": 246313 + }, + "9": { + "Dice": 0.8498726515446619, + "FN": 8810, + "FP": 16241, + "IoU": 0.7389378686508681, + "TN": 61291792, + "TP": 70907, + "n_pred": 87148, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9039326342422834, + "FN": 2596, + "FP": 36284, + "IoU": 0.8247053625370833, + "TN": 39527002, + "TP": 182918, + "n_pred": 219202, + "n_ref": 185514 + }, + "10": { + "Dice": 0.4486102805439276, + "FN": 17324, + "FP": 67504, + "IoU": 0.28916672253134007, + "TN": 39629464, + "TP": 34508, + "n_pred": 102012, + "n_ref": 51832 + }, + "11": { + "Dice": 0.8261931910734648, + "FN": 495, + "FP": 572, + "IoU": 0.7038578961976131, + "TN": 39745197, + "TP": 2536, + "n_pred": 3108, + "n_ref": 3031 + }, + "12": { + "Dice": 0.8260467573636243, + "FN": 333, + "FP": 984, + "IoU": 0.7036453645364537, + "TN": 39744356, + "TP": 3127, + "n_pred": 4111, + "n_ref": 3460 + }, + "13": { + "Dice": 0.6676708600396829, + "FN": 11675, + "FP": 20316, + "IoU": 0.5011305690270869, + "TN": 39684673, + "TP": 32136, + "n_pred": 52452, + "n_ref": 43811 + }, + "14": { + "Dice": 0.3340703904071876, + "FN": 14221, + "FP": 61974, + "IoU": 0.2005309158823591, + "TN": 39653493, + "TP": 19112, + "n_pred": 81086, + "n_ref": 33333 + }, + "15": { + "Dice": 0.7550391597352923, + "FN": 1971, + "FP": 30307, + "IoU": 0.6064762322763128, + "TN": 39666777, + "TP": 49745, + "n_pred": 80052, + "n_ref": 51716 + }, + "2": { + "Dice": 0.9218250608987094, + "FN": 11131, + "FP": 6969, + "IoU": 0.8549865401871555, + "TN": 39623984, + "TP": 106716, + "n_pred": 113685, + "n_ref": 117847 + }, + "3": { + "Dice": 0.9079701030177656, + "FN": 3259, + "FP": 23300, + "IoU": 0.831451689671585, + "TN": 39591225, + "TP": 131016, + "n_pred": 154316, + "n_ref": 134275 + }, + "4": { + "Dice": 0.6842585857335212, + "FN": 1667, + "FP": 18734, + "IoU": 0.5200555202672501, + "TN": 39706293, + "TP": 22106, + "n_pred": 40840, + "n_ref": 23773 + }, + "5": { + "Dice": 0.810668877833057, + "FN": 658, + "FP": 2082, + "IoU": 0.6816174761794097, + "TN": 39740194, + "TP": 5866, + "n_pred": 7948, + "n_ref": 6524 + }, + "6": { + "Dice": 0.8733262611399267, + "FN": 34744, + "FP": 224376, + "IoU": 0.7751367862922997, + "TN": 38596455, + "TP": 893225, + "n_pred": 1117601, + "n_ref": 927969 + }, + "7": { + "Dice": 0.6953241623419372, + "FN": 325444, + "FP": 30914, + "IoU": 0.5329478344521713, + "TN": 38985806, + "TP": 406636, + "n_pred": 437550, + "n_ref": 732080 + }, + "8": { + "Dice": 0.9435740669978346, + "FN": 1382, + "FP": 4377, + "IoU": 0.8931757897275139, + "TN": 39694889, + "TP": 48152, + "n_pred": 52529, + "n_ref": 49534 + }, + "9": { + "Dice": 0.8922935799853668, + "FN": 774, + "FP": 9089, + "IoU": 0.8055325525454474, + "TN": 39698082, + "TP": 40855, + "n_pred": 49944, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5772643762936089, + "FN": 10078, + "FP": 117165, + "IoU": 0.40574254743813076, + "TN": 101182487, + "TP": 86878, + "n_pred": 204043, + "n_ref": 96956 + }, + "10": { + "Dice": 0.5907777187943793, + "FN": 17287, + "FP": 72906, + "IoU": 0.41922252200622034, + "TN": 101241311, + "TP": 65104, + "n_pred": 138010, + "n_ref": 82391 + }, + "11": { + "Dice": 0.7382833070036862, + "FN": 2024, + "FP": 461, + "IoU": 0.5851419031719532, + "TN": 101390618, + "TP": 3505, + "n_pred": 3966, + "n_ref": 5529 + }, + "12": { + "Dice": 0.790711521286097, + "FN": 1241, + "FP": 868, + "IoU": 0.653865091088134, + "TN": 101390515, + "TP": 3984, + "n_pred": 4852, + "n_ref": 5225 + }, + "13": { + "Dice": 0.7501905437725038, + "FN": 7129, + "FP": 21386, + "IoU": 0.6002439332127686, + "TN": 101325277, + "TP": 42816, + "n_pred": 64202, + "n_ref": 49945 + }, + "14": { + "Dice": 0.9430982769439791, + "FN": 11742, + "FP": 8026, + "IoU": 0.8923235305332077, + "TN": 101213021, + "TP": 163819, + "n_pred": 171845, + "n_ref": 175561 + }, + "15": { + "Dice": 0.4538020804361128, + "FN": 2400, + "FP": 56514, + "IoU": 0.2934954669736653, + "TN": 101313220, + "TP": 24474, + "n_pred": 80988, + "n_ref": 26874 + }, + "2": { + "Dice": 0.8648964828866732, + "FN": 20569, + "FP": 29783, + "IoU": 0.7619538393169505, + "TN": 101185086, + "TP": 161170, + "n_pred": 190953, + "n_ref": 181739 + }, + "3": { + "Dice": 0.8837341927084034, + "FN": 2915, + "FP": 40306, + "IoU": 0.791687953653811, + "TN": 101189126, + "TP": 164261, + "n_pred": 204567, + "n_ref": 167176 + }, + "4": { + "Dice": 0.5092426602403973, + "FN": 1482, + "FP": 15217, + "IoU": 0.34159996845799, + "TN": 101371245, + "TP": 8664, + "n_pred": 23881, + "n_ref": 10146 + }, + "5": { + "Dice": 0.7483756406634651, + "FN": 10700, + "FP": 8005, + "IoU": 0.5979235184110402, + "TN": 101350087, + "TP": 27816, + "n_pred": 35821, + "n_ref": 38516 + }, + "6": { + "Dice": 0.8890990023243267, + "FN": 89493, + "FP": 344840, + "IoU": 0.8003404481448656, + "TN": 99221240, + "TP": 1741035, + "n_pred": 2085875, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.6118476073522803, + "FN": 143140, + "FP": 260181, + "IoU": 0.4407640044370494, + "TN": 100675408, + "TP": 317879, + "n_pred": 578060, + "n_ref": 461019 + }, + "8": { + "Dice": 0.8673445284905215, + "FN": 18878, + "FP": 53569, + "IoU": 0.7657620082253433, + "TN": 101087320, + "TP": 236841, + "n_pred": 290410, + "n_ref": 255719 + }, + "9": { + "Dice": 0.8614759773880513, + "FN": 3260, + "FP": 23548, + "IoU": 0.7566603429339094, + "TN": 101286441, + "TP": 83359, + "n_pred": 106907, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8329320248461055, + "FN": 22759, + "FP": 55160, + "IoU": 0.7136962392754129, + "TN": 73611349, + "TP": 194236, + "n_pred": 249396, + "n_ref": 216995 + }, + "10": { + "Dice": 0.16900877748095475, + "FN": 58348, + "FP": 113673, + "IoU": 0.0923045263146786, + "TN": 73693990, + "TP": 17493, + "n_pred": 131166, + "n_ref": 75841 + }, + "11": { + "Dice": 0.4786539427423405, + "FN": 1494, + "FP": 8886, + "IoU": 0.3146252888742159, + "TN": 73868359, + "TP": 4765, + "n_pred": 13651, + "n_ref": 6259 + }, + "12": { + "Dice": 0.22312727272727273, + "FN": 4774, + "FP": 567, + "IoU": 0.12557301899148657, + "TN": 73877396, + "TP": 767, + "n_pred": 1334, + "n_ref": 5541 + }, + "13": { + "Dice": 0.015024438210371057, + "FN": 60200, + "FP": 76030, + "IoU": 0.007569079690243245, + "TN": 73746235, + "TP": 1039, + "n_pred": 77069, + "n_ref": 61239 + }, + "14": { + "Dice": 0.6186578207997026, + "FN": 14606, + "FP": 92076, + "IoU": 0.4478671759359894, + "TN": 73690286, + "TP": 86536, + "n_pred": 178612, + "n_ref": 101142 + }, + "15": { + "Dice": 0.7717722978043342, + "FN": 43737, + "FP": 61798, + "IoU": 0.6283625555950741, + "TN": 73599531, + "TP": 178438, + "n_pred": 240236, + "n_ref": 222175 + }, + "2": { + "Dice": 0.44838577678918046, + "FN": 84212, + "FP": 178657, + "IoU": 0.2889801924226482, + "TN": 73513797, + "TP": 106838, + "n_pred": 285495, + "n_ref": 191050 + }, + "3": { + "Dice": 0.5887752394755495, + "FN": 38847, + "FP": 168847, + "IoU": 0.4172086941393689, + "TN": 73527126, + "TP": 148684, + "n_pred": 317531, + "n_ref": 187531 + }, + "4": { + "Dice": 0.0, + "FN": 47888, + "FP": 62996, + "IoU": 0.0, + "TN": 73772620, + "TP": 0, + "n_pred": 62996, + "n_ref": 47888 + }, + "5": { + "Dice": 0.7207514944491887, + "FN": 5844, + "FP": 1350, + "IoU": 0.5634178905206942, + "TN": 73867026, + "TP": 9284, + "n_pred": 10634, + "n_ref": 15128 + }, + "6": { + "Dice": 0.7290601890168404, + "FN": 259307, + "FP": 812487, + "IoU": 0.5736386434011082, + "TN": 71369688, + "TP": 1442022, + "n_pred": 2254509, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.22008106971965538, + "FN": 100089, + "FP": 413830, + "IoU": 0.12364668186600594, + "TN": 73297075, + "TP": 72510, + "n_pred": 486340, + "n_ref": 172599 + }, + "8": { + "Dice": 0.755032437694439, + "FN": 23991, + "FP": 11994, + "IoU": 0.6064675583162914, + "TN": 73792063, + "TP": 55456, + "n_pred": 67450, + "n_ref": 79447 + }, + "9": { + "Dice": 0.7247868627868442, + "FN": 11883, + "FP": 47579, + "IoU": 0.5683652729384436, + "TN": 73745744, + "TP": 78298, + "n_pred": 125877, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8660474124018219, + "FN": 6232, + "FP": 49793, + "IoU": 0.7637421721804035, + "TN": 69258641, + "TP": 181110, + "n_pred": 230903, + "n_ref": 187342 + }, + "10": { + "Dice": 0.5251237213677223, + "FN": 18344, + "FP": 70512, + "IoU": 0.35604594702322717, + "TN": 69357791, + "TP": 49129, + "n_pred": 119641, + "n_ref": 67473 + }, + "11": { + "Dice": 0.7880897138437741, + "FN": 404, + "FP": 1240, + "IoU": 0.6502871729419273, + "TN": 69491075, + "TP": 3057, + "n_pred": 4297, + "n_ref": 3461 + }, + "12": { + "Dice": 0.5055826558265583, + "FN": 820, + "FP": 3741, + "IoU": 0.33831423182939213, + "TN": 69488883, + "TP": 2332, + "n_pred": 6073, + "n_ref": 3152 + }, + "13": { + "Dice": 0.6482770899703045, + "FN": 26843, + "FP": 28470, + "IoU": 0.4795931807918109, + "TN": 69389488, + "TP": 50975, + "n_pred": 79445, + "n_ref": 77818 + }, + "14": { + "Dice": 0.8727993970907738, + "FN": 12640, + "FP": 27699, + "IoU": 0.7743070708427048, + "TN": 69317042, + "TP": 138395, + "n_pred": 166094, + "n_ref": 151035 + }, + "15": { + "Dice": 0.542658498577314, + "FN": 7983, + "FP": 136997, + "IoU": 0.3723619330455901, + "TN": 69264783, + "TP": 86013, + "n_pred": 223010, + "n_ref": 93996 + }, + "2": { + "Dice": 0.8950849744403645, + "FN": 7183, + "FP": 26332, + "IoU": 0.8100939472580773, + "TN": 69319294, + "TP": 142967, + "n_pred": 169299, + "n_ref": 150150 + }, + "3": { + "Dice": 0.910547335416023, + "FN": 13429, + "FP": 17839, + "IoU": 0.8357842107474476, + "TN": 69305368, + "TP": 159140, + "n_pred": 176979, + "n_ref": 172569 + }, + "4": { + "Dice": 0.6064645314539797, + "FN": 6226, + "FP": 33867, + "IoU": 0.43519848984306764, + "TN": 69424790, + "TP": 30893, + "n_pred": 64760, + "n_ref": 37119 + }, + "5": { + "Dice": 0.8722724853645556, + "FN": 2703, + "FP": 2097, + "IoU": 0.7734780556866446, + "TN": 69474586, + "TP": 16390, + "n_pred": 18487, + "n_ref": 19093 + }, + "6": { + "Dice": 0.8660935707026, + "FN": 128838, + "FP": 279590, + "IoU": 0.763813969411264, + "TN": 67766512, + "TP": 1320836, + "n_pred": 1600426, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.761731581880927, + "FN": 23947, + "FP": 156878, + "IoU": 0.6151586931676701, + "TN": 69025907, + "TP": 289044, + "n_pred": 445922, + "n_ref": 312991 + }, + "8": { + "Dice": 0.8877070819145273, + "FN": 7478, + "FP": 13067, + "IoU": 0.7980875068794716, + "TN": 69394024, + "TP": 81207, + "n_pred": 94274, + "n_ref": 88685 + }, + "9": { + "Dice": 0.8495954612440805, + "FN": 7441, + "FP": 18380, + "IoU": 0.7385188710771755, + "TN": 69397027, + "TP": 72928, + "n_pred": 91308, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7011876383374128, + "FN": 4891, + "FP": 163456, + "IoU": 0.5398683128021932, + "TN": 50467685, + "TP": 197520, + "n_pred": 360976, + "n_ref": 202411 + }, + "10": { + "Dice": 0.7211669303359848, + "FN": 10653, + "FP": 39755, + "IoU": 0.5639257753363035, + "TN": 50717957, + "TP": 65187, + "n_pred": 104942, + "n_ref": 75840 + }, + "11": { + "Dice": 0.8356682544130009, + "FN": 764, + "FP": 1582, + "IoU": 0.7177234989772591, + "TN": 50825241, + "TP": 5965, + "n_pred": 7547, + "n_ref": 6729 + }, + "12": { + "Dice": 0.7077484559236384, + "FN": 1257, + "FP": 2907, + "IoU": 0.5476862915489897, + "TN": 50824346, + "TP": 5042, + "n_pred": 7949, + "n_ref": 6299 + }, + "13": { + "Dice": 0.5443566175141202, + "FN": 10627, + "FP": 52378, + "IoU": 0.37396289782494213, + "TN": 50732911, + "TP": 37636, + "n_pred": 90014, + "n_ref": 48263 + }, + "14": { + "Dice": 0.38917078470078564, + "FN": 21362, + "FP": 70850, + "IoU": 0.24159655226298865, + "TN": 50711965, + "TP": 29375, + "n_pred": 100225, + "n_ref": 50737 + }, + "15": { + "Dice": 0.29467442330585564, + "FN": 1958, + "FP": 155051, + "IoU": 0.17279657757616948, + "TN": 50643745, + "TP": 32798, + "n_pred": 187849, + "n_ref": 34756 + }, + "2": { + "Dice": 0.8592713020490312, + "FN": 25499, + "FP": 35613, + "IoU": 0.7532652624524089, + "TN": 50585869, + "TP": 186571, + "n_pred": 222184, + "n_ref": 212070 + }, + "3": { + "Dice": 0.8538097089485438, + "FN": 14274, + "FP": 50400, + "IoU": 0.7449109590391859, + "TN": 50580017, + "TP": 188861, + "n_pred": 239261, + "n_ref": 203135 + }, + "4": { + "Dice": 0.4866310909421965, + "FN": 593, + "FP": 36060, + "IoU": 0.32155483572420174, + "TN": 50779527, + "TP": 17372, + "n_pred": 53432, + "n_ref": 17965 + }, + "5": { + "Dice": 0.890847929474539, + "FN": 1324, + "FP": 1499, + "IoU": 0.8031792512026773, + "TN": 50819209, + "TP": 11520, + "n_pred": 13019, + "n_ref": 12844 + }, + "6": { + "Dice": 0.8958775959008844, + "FN": 69053, + "FP": 425437, + "IoU": 0.8113933677777837, + "TN": 48211746, + "TP": 2127316, + "n_pred": 2552753, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.5369614098731909, + "FN": 28245, + "FP": 316891, + "IoU": 0.36701794026270324, + "TN": 50288298, + "TP": 200118, + "n_pred": 517009, + "n_ref": 228363 + }, + "8": { + "Dice": 0.9598642748532007, + "FN": 4763, + "FP": 3446, + "IoU": 0.922825984770142, + "TN": 50727182, + "TP": 98161, + "n_pred": 101607, + "n_ref": 102924 + }, + "9": { + "Dice": 0.9051581126785921, + "FN": 9539, + "FP": 12586, + "IoU": 0.8267477917684646, + "TN": 50705848, + "TP": 105579, + "n_pred": 118165, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.886976196862589, + "FN": 6932, + "FP": 45318, + "IoU": 0.7969067636849859, + "TN": 76627589, + "TP": 205021, + "n_pred": 250339, + "n_ref": 211953 + }, + "10": { + "Dice": 0.6392389042888805, + "FN": 13188, + "FP": 45247, + "IoU": 0.469765711485763, + "TN": 76774654, + "TP": 51771, + "n_pred": 97018, + "n_ref": 64959 + }, + "11": { + "Dice": 0.7777244359097456, + "FN": 444, + "FP": 945, + "IoU": 0.6362922230950511, + "TN": 76881041, + "TP": 2430, + "n_pred": 3375, + "n_ref": 2874 + }, + "12": { + "Dice": 0.7019615311369263, + "FN": 766, + "FP": 799, + "IoU": 0.5407863849765259, + "TN": 76881452, + "TP": 1843, + "n_pred": 2642, + "n_ref": 2609 + }, + "13": { + "Dice": 0.44781786986474365, + "FN": 17074, + "FP": 46327, + "IoU": 0.2885085848950735, + "TN": 76795750, + "TP": 25709, + "n_pred": 72036, + "n_ref": 42783 + }, + "14": { + "Dice": 0.7669811273640735, + "FN": 4720, + "FP": 41939, + "IoU": 0.6220351889054501, + "TN": 76761412, + "TP": 76789, + "n_pred": 118728, + "n_ref": 81509 + }, + "15": { + "Dice": 0.3181028846939609, + "FN": 8874, + "FP": 124636, + "IoU": 0.18913337908667424, + "TN": 76720209, + "TP": 31141, + "n_pred": 155777, + "n_ref": 40015 + }, + "2": { + "Dice": 0.9136221798801535, + "FN": 4642, + "FP": 14126, + "IoU": 0.8409801479372665, + "TN": 76766837, + "TP": 99255, + "n_pred": 113381, + "n_ref": 103897 + }, + "3": { + "Dice": 0.953536190599508, + "FN": 5358, + "FP": 3613, + "IoU": 0.9111984399592172, + "TN": 76783837, + "TP": 92052, + "n_pred": 95665, + "n_ref": 97410 + }, + "4": { + "Dice": 0.7357226884165948, + "FN": 1429, + "FP": 15420, + "IoU": 0.581931417795643, + "TN": 76844558, + "TP": 23453, + "n_pred": 38873, + "n_ref": 24882 + }, + "5": { + "Dice": 0.9073409358025476, + "FN": 1473, + "FP": 1444, + "IoU": 0.8303971161114019, + "TN": 76867661, + "TP": 14282, + "n_pred": 15726, + "n_ref": 15755 + }, + "6": { + "Dice": 0.8949116096821494, + "FN": 30658, + "FP": 227776, + "IoU": 0.8098099821904299, + "TN": 75526040, + "TP": 1100386, + "n_pred": 1328162, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.618548692818818, + "FN": 28177, + "FP": 135836, + "IoU": 0.44775280142226054, + "TN": 76587868, + "TP": 132979, + "n_pred": 268815, + "n_ref": 161156 + }, + "8": { + "Dice": 0.9131599222218146, + "FN": 2636, + "FP": 11566, + "IoU": 0.8401971374561167, + "TN": 76795988, + "TP": 74670, + "n_pred": 86236, + "n_ref": 77306 + }, + "9": { + "Dice": 0.9131655108392945, + "FN": 8153, + "FP": 7749, + "IoU": 0.8402065999437276, + "TN": 76785344, + "TP": 83614, + "n_pred": 91363, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8381994620334522, + "FN": 15351, + "FP": 26816, + "IoU": 0.7214658925020973, + "TN": 130848543, + "TP": 109222, + "n_pred": 136038, + "n_ref": 124573 + }, + "10": { + "Dice": 0.43705212340650224, + "FN": 17005, + "FP": 87477, + "IoU": 0.2796332046332046, + "TN": 130854892, + "TP": 40558, + "n_pred": 128035, + "n_ref": 57563 + }, + "11": { + "Dice": 0.6491671753728089, + "FN": 1846, + "FP": 2177, + "IoU": 0.4805681084570691, + "TN": 130992187, + "TP": 3722, + "n_pred": 5899, + "n_ref": 5568 + }, + "12": { + "Dice": 0.6839295673651502, + "FN": 3010, + "FP": 957, + "IoU": 0.5196755055091415, + "TN": 130991673, + "TP": 4292, + "n_pred": 5249, + "n_ref": 7302 + }, + "13": { + "Dice": 0.5034148627507736, + "FN": 41894, + "FP": 30161, + "IoU": 0.33637569305015746, + "TN": 130891354, + "TP": 36523, + "n_pred": 66684, + "n_ref": 78417 + }, + "14": { + "Dice": 0.1738671430150037, + "FN": 850933, + "FP": 53680, + "IoU": 0.09521056606038178, + "TN": 130000127, + "TP": 95192, + "n_pred": 148872, + "n_ref": 946125 + }, + "15": { + "Dice": 0.083031953438047, + "FN": 12763, + "FP": 264364, + "IoU": 0.04331420838597872, + "TN": 130710258, + "TP": 12547, + "n_pred": 276911, + "n_ref": 25310 + }, + "2": { + "Dice": 0.6751668834603125, + "FN": 100770, + "FP": 12855, + "IoU": 0.509624099089379, + "TN": 130768222, + "TP": 118085, + "n_pred": 130940, + "n_ref": 218855 + }, + "3": { + "Dice": 0.8218364678042097, + "FN": 19100, + "FP": 95338, + "IoU": 0.6975572111560102, + "TN": 130621553, + "TP": 263941, + "n_pred": 359279, + "n_ref": 283041 + }, + "4": { + "Dice": 0.00010273691131749815, + "FN": 2275, + "FP": 95051, + "IoU": 5.137109451253968e-05, + "TN": 130902601, + "TP": 5, + "n_pred": 95056, + "n_ref": 2280 + }, + "5": { + "Dice": 0.6203413902843166, + "FN": 11926, + "FP": 2509, + "IoU": 0.44963397895378987, + "TN": 130973704, + "TP": 11793, + "n_pred": 14302, + "n_ref": 23719 + }, + "6": { + "Dice": 0.8430781640088305, + "FN": 72417, + "FP": 448966, + "IoU": 0.7287252585102608, + "TN": 129077958, + "TP": 1400591, + "n_pred": 1849557, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.4838685792091223, + "FN": 86440, + "FP": 164500, + "IoU": 0.31914685796612285, + "TN": 130631365, + "TP": 117627, + "n_pred": 282127, + "n_ref": 204067 + }, + "8": { + "Dice": 0.9523472704586456, + "FN": 6192, + "FP": 5800, + "IoU": 0.9090295320240018, + "TN": 130868109, + "TP": 119831, + "n_pred": 125631, + "n_ref": 126023 + }, + "9": { + "Dice": 0.6721582456333682, + "FN": 8423, + "FP": 39177, + "IoU": 0.5062035769119051, + "TN": 130903536, + "TP": 48796, + "n_pred": 87973, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7279740182398604, + "FN": 4854, + "FP": 34429, + "IoU": 0.5722949284672169, + "TN": 74334852, + "TP": 52563, + "n_pred": 86992, + "n_ref": 57417 + }, + "10": { + "Dice": 0.6277404394135911, + "FN": 38846, + "FP": 8511, + "IoU": 0.45745022111220585, + "TN": 74339412, + "TP": 39929, + "n_pred": 48440, + "n_ref": 78775 + }, + "11": { + "Dice": 0.7593969849246232, + "FN": 499, + "FP": 698, + "IoU": 0.6121192482177576, + "TN": 74423612, + "TP": 1889, + "n_pred": 2587, + "n_ref": 2388 + }, + "12": { + "Dice": 0.6892307692307692, + "FN": 665, + "FP": 951, + "IoU": 0.5258215962441315, + "TN": 74423290, + "TP": 1792, + "n_pred": 2743, + "n_ref": 2457 + }, + "13": { + "Dice": 0.5226231774916359, + "FN": 60994, + "FP": 16342, + "IoU": 0.35375076251995086, + "TN": 74307029, + "TP": 42333, + "n_pred": 58675, + "n_ref": 103327 + }, + "14": { + "Dice": 0.8710934313099401, + "FN": 16076, + "FP": 29745, + "IoU": 0.7716257974481658, + "TN": 74226058, + "TP": 154819, + "n_pred": 184564, + "n_ref": 170895 + }, + "15": { + "Dice": 0.17162274230201727, + "FN": 6283, + "FP": 147545, + "IoU": 0.09386615458020887, + "TN": 74256935, + "TP": 15935, + "n_pred": 163480, + "n_ref": 22218 + }, + "2": { + "Dice": 0.9162600055434701, + "FN": 9664, + "FP": 10276, + "IoU": 0.8454610978927218, + "TN": 74297669, + "TP": 109089, + "n_pred": 119365, + "n_ref": 118753 + }, + "3": { + "Dice": 0.9202754862635284, + "FN": 9597, + "FP": 11471, + "IoU": 0.852324342511075, + "TN": 74284034, + "TP": 121596, + "n_pred": 133067, + "n_ref": 131193 + }, + "4": { + "Dice": 0.6766619519094766, + "FN": 11324, + "FP": 6964, + "IoU": 0.5113296280461735, + "TN": 74389274, + "TP": 19136, + "n_pred": 26100, + "n_ref": 30460 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 451, + "IoU": 0.0, + "TN": 74426247, + "TP": 0, + "n_pred": 451, + "n_ref": 0 + }, + "6": { + "Dice": 0.9520270853769521, + "FN": 27687, + "FP": 58973, + "IoU": 0.9084462700253976, + "TN": 73480150, + "TP": 859888, + "n_pred": 918861, + "n_ref": 887575 + }, + "7": { + "Dice": 0.7508885255657977, + "FN": 38221, + "FP": 36286, + "IoU": 0.6011381217244204, + "TN": 74239899, + "TP": 112292, + "n_pred": 148578, + "n_ref": 150513 + }, + "8": { + "Dice": 0.7164819833114218, + "FN": 3176, + "FP": 28525, + "IoU": 0.5582173167774572, + "TN": 74354941, + "TP": 40056, + "n_pred": 68581, + "n_ref": 43232 + }, + "9": { + "Dice": 0.8330833573694837, + "FN": 4889, + "FP": 6685, + "IoU": 0.7139184813505698, + "TN": 74386241, + "TP": 28883, + "n_pred": 35568, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8552194836666573, + "FN": 2942, + "FP": 43599, + "IoU": 0.7470597826086957, + "TN": 106462688, + "TP": 137459, + "n_pred": 181058, + "n_ref": 140401 + }, + "10": { + "Dice": 0.7584973965898679, + "FN": 14488, + "FP": 39547, + "IoU": 0.6109511123911009, + "TN": 106507798, + "TP": 84855, + "n_pred": 124402, + "n_ref": 99343 + }, + "11": { + "Dice": 0.6317280453257791, + "FN": 1975, + "FP": 1145, + "IoU": 0.4616977225672878, + "TN": 106640892, + "TP": 2676, + "n_pred": 3821, + "n_ref": 4651 + }, + "12": { + "Dice": 0.8109146810146042, + "FN": 1250, + "FP": 718, + "IoU": 0.6819650937297996, + "TN": 106640500, + "TP": 4220, + "n_pred": 4938, + "n_ref": 5470 + }, + "13": { + "Dice": 0.6769037163971297, + "FN": 15662, + "FP": 8472, + "IoU": 0.5116057877162805, + "TN": 106597273, + "TP": 25281, + "n_pred": 33753, + "n_ref": 40943 + }, + "14": { + "Dice": 0.8313477841765738, + "FN": 2984, + "FP": 24310, + "IoU": 0.7113731295934014, + "TN": 106552123, + "TP": 67271, + "n_pred": 91581, + "n_ref": 70255 + }, + "15": { + "Dice": 0.17089816899790833, + "FN": 2009, + "FP": 236216, + "IoU": 0.09343283468492296, + "TN": 106383911, + "TP": 24552, + "n_pred": 260768, + "n_ref": 26561 + }, + "2": { + "Dice": 0.8049924251613686, + "FN": 30719, + "FP": 44840, + "IoU": 0.6736295585993011, + "TN": 106415175, + "TP": 155954, + "n_pred": 200794, + "n_ref": 186673 + }, + "3": { + "Dice": 0.8312034327157399, + "FN": 7919, + "FP": 49987, + "IoU": 0.7111617675666778, + "TN": 106446209, + "TP": 142573, + "n_pred": 192560, + "n_ref": 150492 + }, + "4": { + "Dice": 0.8527242658561659, + "FN": 544, + "FP": 2751, + "IoU": 0.743260090384915, + "TN": 106633854, + "TP": 9539, + "n_pred": 12290, + "n_ref": 10083 + }, + "5": { + "Dice": 0.7504752851711026, + "FN": 1284, + "FP": 816, + "IoU": 0.600608596424496, + "TN": 106641430, + "TP": 3158, + "n_pred": 3974, + "n_ref": 4442 + }, + "6": { + "Dice": 0.9715297634899376, + "FN": 23117, + "FP": 50114, + "IoU": 0.9446357599872384, + "TN": 105323975, + "TP": 1249482, + "n_pred": 1299596, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.849740170882175, + "FN": 36293, + "FP": 69999, + "IoU": 0.7387375872578901, + "TN": 106239848, + "TP": 300548, + "n_pred": 370547, + "n_ref": 336841 + }, + "8": { + "Dice": 0.9568079786526218, + "FN": 2724, + "FP": 3443, + "IoU": 0.9171925772752907, + "TN": 106572214, + "TP": 68307, + "n_pred": 71750, + "n_ref": 71031 + }, + "9": { + "Dice": 0.8854471141937083, + "FN": 13593, + "FP": 4905, + "IoU": 0.7944415428552378, + "TN": 106556699, + "TP": 71491, + "n_pred": 76396, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.850400213525428, + "FN": 9775, + "FP": 41230, + "IoU": 0.7397358833314623, + "TN": 107930954, + "TP": 144969, + "n_pred": 186199, + "n_ref": 154744 + }, + "10": { + "Dice": 0.7524842279241328, + "FN": 6475, + "FP": 42645, + "IoU": 0.6031861438288659, + "TN": 108003142, + "TP": 74666, + "n_pred": 117311, + "n_ref": 81141 + }, + "11": { + "Dice": 0.7815442561205274, + "FN": 547, + "FP": 845, + "IoU": 0.6414219474497682, + "TN": 108123046, + "TP": 2490, + "n_pred": 3335, + "n_ref": 3037 + }, + "12": { + "Dice": 0.7892701185277604, + "FN": 811, + "FP": 878, + "IoU": 0.6518961253091509, + "TN": 108122076, + "TP": 3163, + "n_pred": 4041, + "n_ref": 3974 + }, + "13": { + "Dice": 0.6805009354358368, + "FN": 23953, + "FP": 26255, + "IoU": 0.515726728203941, + "TN": 108023251, + "TP": 53469, + "n_pred": 79724, + "n_ref": 77422 + }, + "14": { + "Dice": 0.5712847730600292, + "FN": 2435, + "FP": 53785, + "IoU": 0.39985909178248896, + "TN": 108033250, + "TP": 37458, + "n_pred": 91243, + "n_ref": 39893 + }, + "15": { + "Dice": 0.1994214158780014, + "FN": 3104, + "FP": 190612, + "IoU": 0.11075407518258562, + "TN": 107909085, + "TP": 24127, + "n_pred": 214739, + "n_ref": 27231 + }, + "2": { + "Dice": 0.8887450030966725, + "FN": 16763, + "FP": 26709, + "IoU": 0.7997669351978518, + "TN": 107909821, + "TP": 173635, + "n_pred": 200344, + "n_ref": 190398 + }, + "3": { + "Dice": 0.951123098403022, + "FN": 10515, + "FP": 8984, + "IoU": 0.906801453015964, + "TN": 107917708, + "TP": 189721, + "n_pred": 198705, + "n_ref": 200236 + }, + "4": { + "Dice": 0.8020564883509046, + "FN": 2498, + "FP": 12710, + "IoU": 0.6695278037332406, + "TN": 108080909, + "TP": 30811, + "n_pred": 43521, + "n_ref": 33309 + }, + "5": { + "Dice": 0.813956417684847, + "FN": 646, + "FP": 831, + "IoU": 0.6862786745964317, + "TN": 108122220, + "TP": 3231, + "n_pred": 4062, + "n_ref": 3877 + }, + "6": { + "Dice": 0.963790923365103, + "FN": 54412, + "FP": 52659, + "IoU": 0.930112411768315, + "TN": 106594882, + "TP": 1424975, + "n_pred": 1477634, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.7025006579068159, + "FN": 26811, + "FP": 167631, + "IoU": 0.5414266004740398, + "TN": 107702913, + "TP": 229573, + "n_pred": 397204, + "n_ref": 256384 + }, + "8": { + "Dice": 0.8109930971735991, + "FN": 2168, + "FP": 16944, + "IoU": 0.682076020959827, + "TN": 108066813, + "TP": 41003, + "n_pred": 57947, + "n_ref": 43171 + }, + "9": { + "Dice": 0.8822768031189084, + "FN": 5162, + "FP": 9936, + "IoU": 0.7893517872589781, + "TN": 108055254, + "TP": 56576, + "n_pred": 66512, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6875, + "FN": 11369, + "FP": 91471, + "IoU": 0.5238095238095238, + "TN": 62354196, + "TP": 113124, + "n_pred": 204595, + "n_ref": 124493 + }, + "10": { + "Dice": 0.6803541367915705, + "FN": 4585, + "FP": 46683, + "IoU": 0.5155581173402376, + "TN": 62464331, + "TP": 54561, + "n_pred": 101244, + "n_ref": 59146 + }, + "11": { + "Dice": 0.7351351351351352, + "FN": 488, + "FP": 639, + "IoU": 0.5811965811965812, + "TN": 62567469, + "TP": 1564, + "n_pred": 2203, + "n_ref": 2052 + }, + "12": { + "Dice": 0.6586345381526104, + "FN": 1397, + "FP": 1578, + "IoU": 0.49101796407185627, + "TN": 62564315, + "TP": 2870, + "n_pred": 4448, + "n_ref": 4267 + }, + "13": { + "Dice": 0.7011195626089043, + "FN": 8111, + "FP": 20534, + "IoU": 0.5397876066384975, + "TN": 62507917, + "TP": 33598, + "n_pred": 54132, + "n_ref": 41709 + }, + "14": { + "Dice": 0.7942063991277729, + "FN": 117693, + "FP": 4996, + "IoU": 0.6586586614436111, + "TN": 62210728, + "TP": 236743, + "n_pred": 241739, + "n_ref": 354436 + }, + "15": { + "Dice": 0.46016697544980273, + "FN": 31977, + "FP": 107301, + "IoU": 0.2988421264599275, + "TN": 62371520, + "TP": 59362, + "n_pred": 166663, + "n_ref": 91339 + }, + "2": { + "Dice": 0.7937464595765983, + "FN": 46507, + "FP": 16119, + "IoU": 0.6580262216664573, + "TN": 62387029, + "TP": 120505, + "n_pred": 136624, + "n_ref": 167012 + }, + "3": { + "Dice": 0.8408498612521301, + "FN": 10936, + "FP": 60697, + "IoU": 0.725402027868821, + "TN": 62309295, + "TP": 189232, + "n_pred": 249929, + "n_ref": 200168 + }, + "4": { + "Dice": 0.8276091907204088, + "FN": 1130, + "FP": 8181, + "IoU": 0.7059157954581347, + "TN": 62538499, + "TP": 22350, + "n_pred": 30531, + "n_ref": 23480 + }, + "5": { + "Dice": 0.6527788337261461, + "FN": 3882, + "FP": 685, + "IoU": 0.4845372460496614, + "TN": 62561300, + "TP": 4293, + "n_pred": 4978, + "n_ref": 8175 + }, + "6": { + "Dice": 0.9120050036376834, + "FN": 50435, + "FP": 221096, + "IoU": 0.8382437480750821, + "TN": 60891517, + "TP": 1407112, + "n_pred": 1628208, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.8404455604919194, + "FN": 24235, + "FP": 37716, + "IoU": 0.7248004335600343, + "TN": 62345047, + "TP": 163162, + "n_pred": 200878, + "n_ref": 187397 + }, + "8": { + "Dice": 0.789529852564177, + "FN": 2061, + "FP": 34227, + "IoU": 0.6522505773782714, + "TN": 62465809, + "TP": 68063, + "n_pred": 102290, + "n_ref": 70124 + }, + "9": { + "Dice": 0.7864088332446292, + "FN": 3052, + "FP": 22231, + "IoU": 0.6480014479234828, + "TN": 62498333, + "TP": 46544, + "n_pred": 68775, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8366808328606102, + "FN": 55781, + "FP": 32030, + "IoU": 0.7192186430814291, + "TN": 55068510, + "TP": 224927, + "n_pred": 256957, + "n_ref": 280708 + }, + "10": { + "Dice": 0.7930858878827434, + "FN": 8824, + "FP": 26525, + "IoU": 0.6571187459987972, + "TN": 55278154, + "TP": 67745, + "n_pred": 94270, + "n_ref": 76569 + }, + "11": { + "Dice": 0.7492104976587172, + "FN": 887, + "FP": 1416, + "IoU": 0.5989900748737593, + "TN": 55375505, + "TP": 3440, + "n_pred": 4856, + "n_ref": 4327 + }, + "12": { + "Dice": 0.7638922591603979, + "FN": 1580, + "FP": 366, + "IoU": 0.6179819395367099, + "TN": 55376154, + "TP": 3148, + "n_pred": 3514, + "n_ref": 4728 + }, + "13": { + "Dice": 0.6456307304902634, + "FN": 13079, + "FP": 32798, + "IoU": 0.4767021410076538, + "TN": 55293579, + "TP": 41792, + "n_pred": 74590, + "n_ref": 54871 + }, + "14": { + "Dice": 0.8263974208566968, + "FN": 5726, + "FP": 31860, + "IoU": 0.7041544007682257, + "TN": 55254202, + "TP": 89460, + "n_pred": 121320, + "n_ref": 95186 + }, + "15": { + "Dice": 0.6883338348881533, + "FN": 5515, + "FP": 69053, + "IoU": 0.5247782196390334, + "TN": 55224336, + "TP": 82344, + "n_pred": 151397, + "n_ref": 87859 + }, + "2": { + "Dice": 0.7870689481427736, + "FN": 58686, + "FP": 15269, + "IoU": 0.6488983416968529, + "TN": 55170611, + "TP": 136682, + "n_pred": 151951, + "n_ref": 195368 + }, + "3": { + "Dice": 0.8241893284706255, + "FN": 17561, + "FP": 53399, + "IoU": 0.7009541148309227, + "TN": 55143960, + "TP": 166328, + "n_pred": 219727, + "n_ref": 183889 + }, + "4": { + "Dice": 0.6347702510658456, + "FN": 1379, + "FP": 5560, + "IoU": 0.46495489243580845, + "TN": 55368279, + "TP": 6030, + "n_pred": 11590, + "n_ref": 7409 + }, + "5": { + "Dice": 0.7677028503327044, + "FN": 1775, + "FP": 564, + "IoU": 0.6229851708575113, + "TN": 55375044, + "TP": 3865, + "n_pred": 4429, + "n_ref": 5640 + }, + "6": { + "Dice": 0.9382131037231984, + "FN": 61964, + "FP": 127285, + "IoU": 0.8836171429625667, + "TN": 53755158, + "TP": 1436841, + "n_pred": 1564126, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.8408757837206483, + "FN": 22629, + "FP": 35135, + "IoU": 0.7254406144837158, + "TN": 55170860, + "TP": 152624, + "n_pred": 187759, + "n_ref": 175253 + }, + "8": { + "Dice": 0.9310358865796813, + "FN": 1313, + "FP": 5463, + "IoU": 0.8709701989907646, + "TN": 55328733, + "TP": 45739, + "n_pred": 51202, + "n_ref": 47052 + }, + "9": { + "Dice": 0.8582128290693363, + "FN": 4624, + "FP": 10672, + "IoU": 0.7516399298564655, + "TN": 55319660, + "TP": 46292, + "n_pred": 56964, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8671301954753329, + "FN": 20915, + "FP": 61162, + "IoU": 0.7654279353302791, + "TN": 110796714, + "TP": 267824, + "n_pred": 328986, + "n_ref": 288739 + }, + "10": { + "Dice": 0.7493823127029179, + "FN": 8875, + "FP": 40219, + "IoU": 0.599209750761268, + "TN": 111024122, + "TP": 73399, + "n_pred": 113618, + "n_ref": 82274 + }, + "11": { + "Dice": 0.7950217797137523, + "FN": 440, + "FP": 1207, + "IoU": 0.6597810369758315, + "TN": 111141774, + "TP": 3194, + "n_pred": 4401, + "n_ref": 3634 + }, + "12": { + "Dice": 0.7655195681511471, + "FN": 835, + "FP": 555, + "IoU": 0.6201147854605084, + "TN": 111142956, + "TP": 2269, + "n_pred": 2824, + "n_ref": 3104 + }, + "13": { + "Dice": 0.6358718648083896, + "FN": 13753, + "FP": 42184, + "IoU": 0.4661379297180706, + "TN": 111041837, + "TP": 48841, + "n_pred": 91025, + "n_ref": 62594 + }, + "14": { + "Dice": 0.5923316188889484, + "FN": 2363, + "FP": 50980, + "IoU": 0.4207891765114663, + "TN": 111054519, + "TP": 38753, + "n_pred": 89733, + "n_ref": 41116 + }, + "15": { + "Dice": 0.13911277227664312, + "FN": 1804, + "FP": 289794, + "IoU": 0.07475615405606077, + "TN": 110831457, + "TP": 23560, + "n_pred": 313354, + "n_ref": 25364 + }, + "2": { + "Dice": 0.7684546733087104, + "FN": 9725, + "FP": 78356, + "IoU": 0.623975956592086, + "TN": 110912372, + "TP": 146162, + "n_pred": 224518, + "n_ref": 155887 + }, + "3": { + "Dice": 0.775548894149608, + "FN": 85836, + "FP": 6037, + "IoU": 0.6333849432158277, + "TN": 110896017, + "TP": 158725, + "n_pred": 164762, + "n_ref": 244561 + }, + "4": { + "Dice": 0.7796031015902221, + "FN": 1042, + "FP": 9020, + "IoU": 0.6388111135041998, + "TN": 111118757, + "TP": 17796, + "n_pred": 26816, + "n_ref": 18838 + }, + "5": { + "Dice": 0.8533921042545036, + "FN": 314, + "FP": 1216, + "IoU": 0.744275447100117, + "TN": 111140632, + "TP": 4453, + "n_pred": 5669, + "n_ref": 4767 + }, + "6": { + "Dice": 0.9689831000588973, + "FN": 23983, + "FP": 77182, + "IoU": 0.9398324121692389, + "TN": 109465228, + "TP": 1580222, + "n_pred": 1657404, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.3358092829722556, + "FN": 246304, + "FP": 277423, + "IoU": 0.20178533598121084, + "TN": 110490492, + "TP": 132396, + "n_pred": 409819, + "n_ref": 378700 + }, + "8": { + "Dice": 0.8507630611562883, + "FN": 4176, + "FP": 22618, + "IoU": 0.7402851687070477, + "TN": 111043448, + "TP": 76373, + "n_pred": 98991, + "n_ref": 80549 + }, + "9": { + "Dice": 0.8430942849254556, + "FN": 6995, + "FP": 11191, + "IoU": 0.7287493474532031, + "TN": 111079570, + "TP": 48859, + "n_pred": 60050, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9175919154311548, + "FN": 8970, + "FP": 25736, + "IoU": 0.8477319492644575, + "TN": 96893098, + "TP": 193221, + "n_pred": 218957, + "n_ref": 202191 + }, + "10": { + "Dice": 0.6731548465112333, + "FN": 10940, + "FP": 50686, + "IoU": 0.5073348949131404, + "TN": 96995938, + "TP": 63461, + "n_pred": 114147, + "n_ref": 74401 + }, + "11": { + "Dice": 0.790590641779596, + "FN": 820, + "FP": 818, + "IoU": 0.6536997885835095, + "TN": 97116295, + "TP": 3092, + "n_pred": 3910, + "n_ref": 3912 + }, + "12": { + "Dice": 0.6105546671155626, + "FN": 1656, + "FP": 2971, + "IoU": 0.4394233099103465, + "TN": 97112771, + "TP": 3627, + "n_pred": 6598, + "n_ref": 5283 + }, + "13": { + "Dice": 0.6412240709274744, + "FN": 13256, + "FP": 29396, + "IoU": 0.47191303378855226, + "TN": 97040258, + "TP": 38115, + "n_pred": 67511, + "n_ref": 51371 + }, + "14": { + "Dice": 0.9400652923177256, + "FN": 9342, + "FP": 6465, + "IoU": 0.8869086798500415, + "TN": 96981253, + "TP": 123965, + "n_pred": 130430, + "n_ref": 133307 + }, + "15": { + "Dice": 0.7097515501018948, + "FN": 3023, + "FP": 50529, + "IoU": 0.5500890546762106, + "TN": 97001997, + "TP": 65476, + "n_pred": 116005, + "n_ref": 68499 + }, + "2": { + "Dice": 0.8495713809888331, + "FN": 22006, + "FP": 29480, + "IoU": 0.7384824811808568, + "TN": 96924151, + "TP": 145388, + "n_pred": 174868, + "n_ref": 167394 + }, + "3": { + "Dice": 0.8934576801194364, + "FN": 17269, + "FP": 31044, + "IoU": 0.8074320015305635, + "TN": 96870137, + "TP": 202575, + "n_pred": 233619, + "n_ref": 219844 + }, + "4": { + "Dice": 0.7377045480194109, + "FN": 891, + "FP": 10730, + "IoU": 0.5844151199799735, + "TN": 97093062, + "TP": 16342, + "n_pred": 27072, + "n_ref": 17233 + }, + "5": { + "Dice": 0.7186576108669597, + "FN": 3464, + "FP": 3578, + "IoU": 0.5608630581192318, + "TN": 97104989, + "TP": 8994, + "n_pred": 12572, + "n_ref": 12458 + }, + "6": { + "Dice": 0.9120811379719268, + "FN": 35589, + "FP": 263633, + "IoU": 0.8383723913671707, + "TN": 95269720, + "TP": 1552083, + "n_pred": 1815716, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.7627766844036251, + "FN": 91313, + "FP": 55138, + "IoU": 0.6165230438095537, + "TN": 96739122, + "TP": 235452, + "n_pred": 290590, + "n_ref": 326765 + }, + "8": { + "Dice": 0.9272273904286947, + "FN": 3426, + "FP": 11750, + "IoU": 0.8643279872695739, + "TN": 97009167, + "TP": 96682, + "n_pred": 108432, + "n_ref": 100108 + }, + "9": { + "Dice": 0.8636814447487232, + "FN": 7926, + "FP": 19701, + "IoU": 0.7600698243968527, + "TN": 97005879, + "TP": 87519, + "n_pred": 107220, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9616446543370377, + "FN": 8883, + "FP": 6134, + "IoU": 0.9261228907364589, + "TN": 78853135, + "TP": 188253, + "n_pred": 194387, + "n_ref": 197136 + }, + "10": { + "Dice": 0.8478475081019532, + "FN": 15573, + "FP": 12221, + "IoU": 0.7358813300010453, + "TN": 78951172, + "TP": 77439, + "n_pred": 89660, + "n_ref": 93012 + }, + "11": { + "Dice": 0.7123595505617978, + "FN": 473, + "FP": 1575, + "IoU": 0.5532286212914486, + "TN": 79051821, + "TP": 2536, + "n_pred": 4111, + "n_ref": 3009 + }, + "12": { + "Dice": 0.544057544547981, + "FN": 1340, + "FP": 1449, + "IoU": 0.3736806647204132, + "TN": 79051952, + "TP": 1664, + "n_pred": 3113, + "n_ref": 3004 + }, + "13": { + "Dice": 0.7214808081642772, + "FN": 21820, + "FP": 11885, + "IoU": 0.5643097207859359, + "TN": 78979045, + "TP": 43655, + "n_pred": 55540, + "n_ref": 65475 + }, + "14": { + "Dice": 0.4071224090845859, + "FN": 10075, + "FP": 70902, + "IoU": 0.25558926273211985, + "TN": 78947625, + "TP": 27803, + "n_pred": 98705, + "n_ref": 37878 + }, + "15": { + "Dice": 0.2496221484568119, + "FN": 3188, + "FP": 209304, + "IoU": 0.14261043593343986, + "TN": 78808569, + "TP": 35344, + "n_pred": 244648, + "n_ref": 38532 + }, + "2": { + "Dice": 0.8398363701656596, + "FN": 5169, + "FP": 35863, + "IoU": 0.7238947580916493, + "TN": 78907795, + "TP": 107578, + "n_pred": 143441, + "n_ref": 112747 + }, + "3": { + "Dice": 0.9040477781022365, + "FN": 8379, + "FP": 15608, + "IoU": 0.8248970712763162, + "TN": 78919417, + "TP": 113001, + "n_pred": 128609, + "n_ref": 121380 + }, + "4": { + "Dice": 0.6747296402560141, + "FN": 839, + "FP": 6530, + "IoU": 0.5091260325073275, + "TN": 79041393, + "TP": 7643, + "n_pred": 14173, + "n_ref": 8482 + }, + "5": { + "Dice": 0.7624419979983623, + "FN": 768, + "FP": 1843, + "IoU": 0.6160858697250404, + "TN": 79049604, + "TP": 4190, + "n_pred": 6033, + "n_ref": 4958 + }, + "6": { + "Dice": 0.9594680484745151, + "FN": 53628, + "FP": 53252, + "IoU": 0.9220937877668004, + "TN": 77684499, + "TP": 1265026, + "n_pred": 1318278, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.8223420166869233, + "FN": 133634, + "FP": 13416, + "IoU": 0.6982859440849272, + "TN": 78569023, + "TP": 340332, + "n_pred": 353748, + "n_ref": 473966 + }, + "8": { + "Dice": 0.7072211491470992, + "FN": 1137, + "FP": 24025, + "IoU": 0.5470550115207373, + "TN": 79000853, + "TP": 30390, + "n_pred": 54415, + "n_ref": 31527 + }, + "9": { + "Dice": 0.9078570610468446, + "FN": 7879, + "FP": 4993, + "IoU": 0.8312621257406534, + "TN": 78980121, + "TP": 63412, + "n_pred": 68405, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9173792538860526, + "FN": 8181, + "FP": 32390, + "IoU": 0.8473689952635519, + "TN": 122446129, + "TP": 225240, + "n_pred": 257630, + "n_ref": 233421 + }, + "10": { + "Dice": 0.6980287125433784, + "FN": 13444, + "FP": 70440, + "IoU": 0.5361321860691455, + "TN": 122531104, + "TP": 96952, + "n_pred": 167392, + "n_ref": 110396 + }, + "11": { + "Dice": 0.6919261213720317, + "FN": 904, + "FP": 2015, + "IoU": 0.5289656285299338, + "TN": 122705743, + "TP": 3278, + "n_pred": 5293, + "n_ref": 4182 + }, + "12": { + "Dice": 0.38395356069244324, + "FN": 4438, + "FP": 1505, + "IoU": 0.2375881975625401, + "TN": 122704145, + "TP": 1852, + "n_pred": 3357, + "n_ref": 6290 + }, + "13": { + "Dice": 0.4827804792606741, + "FN": 24859, + "FP": 37152, + "IoU": 0.3182008092180491, + "TN": 122620988, + "TP": 28941, + "n_pred": 66093, + "n_ref": 53800 + }, + "14": { + "Dice": 0.6905998843865963, + "FN": 15108, + "FP": 67853, + "IoU": 0.5274170027570807, + "TN": 122536392, + "TP": 92587, + "n_pred": 160440, + "n_ref": 107695 + }, + "15": { + "Dice": 0.5044741278692777, + "FN": 2464, + "FP": 93061, + "IoU": 0.3373222337842525, + "TN": 122567790, + "TP": 48625, + "n_pred": 141686, + "n_ref": 51089 + }, + "2": { + "Dice": 0.6275775631013671, + "FN": 55574, + "FP": 40997, + "IoU": 0.4572772538749452, + "TN": 122534002, + "TP": 81367, + "n_pred": 122364, + "n_ref": 136941 + }, + "3": { + "Dice": 0.7602496184608992, + "FN": 3161, + "FP": 86854, + "IoU": 0.6132279770037897, + "TN": 122479206, + "TP": 142719, + "n_pred": 229573, + "n_ref": 145880 + }, + "4": { + "Dice": 0.6839355108254591, + "FN": 5724, + "FP": 49501, + "IoU": 0.5196823684942945, + "TN": 122596964, + "TP": 59751, + "n_pred": 109252, + "n_ref": 65475 + }, + "5": { + "Dice": 0.5940519037696533, + "FN": 9369, + "FP": 1346, + "IoU": 0.42252762058744275, + "TN": 122693385, + "TP": 7840, + "n_pred": 9186, + "n_ref": 17209 + }, + "6": { + "Dice": 0.9023775889704428, + "FN": 41015, + "FP": 320275, + "IoU": 0.8221202299650778, + "TN": 120680849, + "TP": 1669801, + "n_pred": 1990076, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.3972937144952839, + "FN": 306234, + "FP": 482591, + "IoU": 0.24788928457354253, + "TN": 121663125, + "TP": 259990, + "n_pred": 742581, + "n_ref": 566224 + }, + "8": { + "Dice": 0.7851659277854134, + "FN": 4771, + "FP": 67288, + "IoU": 0.6463153658129559, + "TN": 122508202, + "TP": 131679, + "n_pred": 198967, + "n_ref": 136450 + }, + "9": { + "Dice": 0.7795736004078083, + "FN": 9751, + "FP": 27004, + "IoU": 0.6387714987714987, + "TN": 122610190, + "TP": 64995, + "n_pred": 91999, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/loop_003/summary_cross_val.json b/nnActive_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/loop_003/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..d8f4667e304bce5ef2a96f7b74b0c25b725e8119 --- /dev/null +++ b/nnActive_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/loop_003/summary_cross_val.json @@ -0,0 +1,24396 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": 0.6362277698678259, + "FN": 963.6622222222223, + "FP": 872.6022222222222, + "IoU": 0.5481059527986599, + "TN": 214649.43333333338, + "TP": 4152.168888888888, + "n_pred": 5024.771111111111, + "n_ref": 5115.831111111111 + }, + "mean": { + "1": { + "Dice": 0.7601487475944363, + "FN": 794.1333333333333, + "FP": 293.8666666666667, + "IoU": 0.6963790886296687, + "TN": 215407.93333333332, + "TP": 4141.933333333333, + "n_pred": 4435.8, + "n_ref": 4936.066666666667 + }, + "10": { + "Dice": 0.5738403858239806, + "FN": 1951.0, + "FP": 1300.3333333333333, + "IoU": 0.454792953089077, + "TN": 213076.13333333333, + "TP": 4310.4, + "n_pred": 5610.733333333334, + "n_ref": 6261.4 + }, + "11": { + "Dice": 0.6054787887947921, + "FN": 289.9, + "FP": 248.73333333333332, + "IoU": 0.47870024208058326, + "TN": 219347.06666666668, + "TP": 752.1666666666666, + "n_pred": 1000.9, + "n_ref": 1042.0666666666666 + }, + "12": { + "Dice": 0.3761088284004471, + "FN": 267.06666666666666, + "FP": 147.7, + "IoU": 0.2913503119316172, + "TN": 219735.6, + "TP": 487.5, + "n_pred": 635.2, + "n_ref": 754.5666666666667 + }, + "13": { + "Dice": 0.63046946838267, + "FN": 1112.4333333333334, + "FP": 1285.1666666666667, + "IoU": 0.5147667243761085, + "TN": 214562.83333333334, + "TP": 3677.4333333333334, + "n_pred": 4962.6, + "n_ref": 4789.866666666667 + }, + "14": { + "Dice": 0.740534950382471, + "FN": 584.9666666666667, + "FP": 1303.4, + "IoU": 0.6512305726475449, + "TN": 213172.26666666666, + "TP": 5577.233333333334, + "n_pred": 6880.633333333333, + "n_ref": 6162.2 + }, + "15": { + "Dice": 0.5402560186835232, + "FN": 419.96666666666664, + "FP": 1187.1, + "IoU": 0.44586380334666387, + "TN": 216105.4, + "TP": 2925.4, + "n_pred": 4112.5, + "n_ref": 3345.366666666667 + }, + "2": { + "Dice": 0.6831252702430158, + "FN": 2017.3, + "FP": 468.0, + "IoU": 0.5951830316493638, + "TN": 213985.63333333333, + "TP": 4166.933333333333, + "n_pred": 4634.933333333333, + "n_ref": 6184.233333333334 + }, + "3": { + "Dice": 0.6580692291553698, + "FN": 426.3, + "FP": 1507.5, + "IoU": 0.6019734186418897, + "TN": 214616.5, + "TP": 4087.5666666666666, + "n_pred": 5595.066666666667, + "n_ref": 4513.866666666667 + }, + "4": { + "Dice": 0.4031067209522039, + "FN": 194.06666666666666, + "FP": 472.6333333333333, + "IoU": 0.36694858722837737, + "TN": 217969.13333333333, + "TP": 2002.0333333333333, + "n_pred": 2474.6666666666665, + "n_ref": 2196.1 + }, + "5": { + "Dice": 0.540303819416391, + "FN": 673.3, + "FP": 400.9, + "IoU": 0.4459726905234309, + "TN": 218046.06666666668, + "TP": 1517.6, + "n_pred": 1918.5, + "n_ref": 2190.9 + }, + "6": { + "Dice": 0.8180066217485068, + "FN": 2290.9, + "FP": 2259.733333333333, + "IoU": 0.7354152994710339, + "TN": 200902.76666666666, + "TP": 15184.466666666667, + "n_pred": 17444.2, + "n_ref": 17475.366666666665 + }, + "7": { + "Dice": 0.5408703153632994, + "FN": 2023.5333333333333, + "FP": 1275.7666666666667, + "IoU": 0.4459208824811068, + "TN": 212650.63333333333, + "TP": 4687.933333333333, + "n_pred": 5963.7, + "n_ref": 6711.466666666666 + }, + "8": { + "Dice": 0.9044583420388618, + "FN": 494.6666666666667, + "FP": 414.8, + "IoU": 0.8345769659234824, + "TN": 214599.7, + "TP": 5128.7, + "n_pred": 5543.5, + "n_ref": 5623.366666666667 + }, + "9": { + "Dice": 0.7686390410374203, + "FN": 915.4, + "FP": 523.4, + "IoU": 0.662514719959953, + "TN": 215563.83333333334, + "TP": 3635.233333333333, + "n_pred": 4158.633333333333, + "n_ref": 4550.633333333333 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.958780649436713, + "FN": 210, + "FP": 412, + "IoU": 0.9208248472505092, + "TN": 221520, + "TP": 7234, + "n_pred": 7646, + "n_ref": 7444 + }, + "10": { + "Dice": 0.7528722852271885, + "FN": 4613, + "FP": 2055, + "IoU": 0.6036849925705795, + "TN": 212551, + "TP": 10157, + "n_pred": 12212, + "n_ref": 14770 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 2, + "FP": 0, + "IoU": 0.0, + "TN": 229374, + "TP": 0, + "n_pred": 0, + "n_ref": 2 + }, + "13": { + "Dice": 0.6648602207388804, + "FN": 2744, + "FP": 2327, + "IoU": 0.49797049797049797, + "TN": 219275, + "TP": 5030, + "n_pred": 7357, + "n_ref": 7774 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 39, + "IoU": 0.0, + "TN": 229337, + "TP": 0, + "n_pred": 39, + "n_ref": 0 + }, + "15": { + "Dice": 0.9758675521466654, + "FN": 272, + "FP": 244, + "IoU": 0.9528724084391269, + "TN": 218427, + "TP": 10433, + "n_pred": 10677, + "n_ref": 10705 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9741631403309595, + "FN": 215, + "FP": 536, + "IoU": 0.9496277416325709, + "TN": 214467, + "TP": 14158, + "n_pred": 14694, + "n_ref": 14373 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 290, + "IoU": 0.0, + "TN": 229086, + "TP": 0, + "n_pred": 290, + "n_ref": 0 + }, + "5": { + "Dice": 0.7433114202721296, + "FN": 866, + "FP": 813, + "IoU": 0.5914841849148419, + "TN": 225266, + "TP": 2431, + "n_pred": 3244, + "n_ref": 3297 + }, + "6": { + "Dice": 0.8887083671811535, + "FN": 102, + "FP": 35, + "IoU": 0.7997076023391813, + "TN": 228692, + "TP": 547, + "n_pred": 582, + "n_ref": 649 + }, + "7": { + "Dice": 0.9226743541412573, + "FN": 1976, + "FP": 1511, + "IoU": 0.8564488905355893, + "TN": 205085, + "TP": 20804, + "n_pred": 22315, + "n_ref": 22780 + }, + "8": { + "Dice": 0.8521739130434782, + "FN": 402, + "FP": 822, + "IoU": 0.7424242424242424, + "TN": 224624, + "TP": 3528, + "n_pred": 4350, + "n_ref": 3930 + }, + "9": { + "Dice": 0.8637589928057554, + "FN": 815, + "FP": 397, + "IoU": 0.7601899485555995, + "TN": 224322, + "TP": 3842, + "n_pred": 4239, + "n_ref": 4657 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0004.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0004.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6201363818692338, + "FN": 853, + "FP": 94, + "IoU": 0.4494186046511628, + "TN": 194888, + "TP": 773, + "n_pred": 867, + "n_ref": 1626 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5335463258785943, + "FN": 111, + "FP": 473, + "IoU": 0.3638344226579521, + "TN": 195690, + "TP": 334, + "n_pred": 807, + "n_ref": 445 + }, + "13": { + "Dice": 0.8528167027179535, + "FN": 324, + "FP": 1241, + "IoU": 0.7434005574684375, + "TN": 190509, + "TP": 4534, + "n_pred": 5775, + "n_ref": 4858 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9190389342637381, + "FN": 475, + "FP": 546, + "IoU": 0.8502053990610329, + "TN": 189792, + "TP": 5795, + "n_pred": 6341, + "n_ref": 6270 + }, + "5": { + "Dice": 0.7180800607095428, + "FN": 2033, + "FP": 939, + "IoU": 0.5601598342459672, + "TN": 189851, + "TP": 3785, + "n_pred": 4724, + "n_ref": 5818 + }, + "6": { + "Dice": 0.9642112892996285, + "FN": 1246, + "FP": 334, + "IoU": 0.9308957312806159, + "TN": 173744, + "TP": 21284, + "n_pred": 21618, + "n_ref": 22530 + }, + "7": { + "Dice": 0.7268586005830904, + "FN": 115, + "FP": 2883, + "IoU": 0.5709174180621154, + "TN": 189621, + "TP": 3989, + "n_pred": 6872, + "n_ref": 4104 + }, + "8": { + "Dice": 0.9278139635032567, + "FN": 1597, + "FP": 1085, + "IoU": 0.8653479264986444, + "TN": 176690, + "TP": 17236, + "n_pred": 18321, + "n_ref": 18833 + }, + "9": { + "Dice": 0.7207792207792207, + "FN": 273, + "FP": 157, + "IoU": 0.5634517766497462, + "TN": 195623, + "TP": 555, + "n_pred": 712, + "n_ref": 828 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0007.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0007.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8638118840412656, + "FN": 2226, + "FP": 137, + "IoU": 0.7602718879983767, + "TN": 203135, + "TP": 7494, + "n_pred": 7631, + "n_ref": 9720 + }, + "10": { + "Dice": 0.7792397660818714, + "FN": 946, + "FP": 1168, + "IoU": 0.6383233532934132, + "TN": 207147, + "TP": 3731, + "n_pred": 4899, + "n_ref": 4677 + }, + "11": { + "Dice": 0.8065103113627173, + "FN": 1469, + "FP": 445, + "IoU": 0.6757580891072336, + "TN": 207089, + "TP": 3989, + "n_pred": 4434, + "n_ref": 5458 + }, + "12": { + "Dice": 0.6897816914327646, + "FN": 1598, + "FP": 93, + "IoU": 0.5264631755810697, + "TN": 209421, + "TP": 1880, + "n_pred": 1973, + "n_ref": 3478 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8347826086956521, + "FN": 35, + "FP": 60, + "IoU": 0.7164179104477612, + "TN": 212657, + "TP": 240, + "n_pred": 300, + "n_ref": 275 + }, + "3": { + "Dice": 0.9178408051235133, + "FN": 119, + "FP": 330, + "IoU": 0.8481569157930334, + "TN": 210035, + "TP": 2508, + "n_pred": 2838, + "n_ref": 2627 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 212989, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "6": { + "Dice": 0.8905172413793103, + "FN": 2947, + "FP": 609, + "IoU": 0.8026418026418026, + "TN": 194974, + "TP": 14462, + "n_pred": 15071, + "n_ref": 17409 + }, + "7": { + "Dice": 0.7954358740301233, + "FN": 2016, + "FP": 225, + "IoU": 0.6603516217035466, + "TN": 206394, + "TP": 4357, + "n_pred": 4582, + "n_ref": 6373 + }, + "8": { + "Dice": 0.9588491134158581, + "FN": 371, + "FP": 367, + "IoU": 0.9209511568123393, + "TN": 203656, + "TP": 8598, + "n_pred": 8965, + "n_ref": 8969 + }, + "9": { + "Dice": 0.9271415955254636, + "FN": 350, + "FP": 640, + "IoU": 0.8641788997118947, + "TN": 205703, + "TP": 6299, + "n_pred": 6939, + "n_ref": 6649 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0009.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0009.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.018906699547883273, + "FN": 5327, + "FP": 1834, + "IoU": 0.009543568464730291, + "TN": 189378, + "TP": 69, + "n_pred": 1903, + "n_ref": 5396 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7727169725810107, + "FN": 140, + "FP": 1866, + "IoU": 0.629615952732644, + "TN": 191192, + "TP": 3410, + "n_pred": 5276, + "n_ref": 3550 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.7950278721086692, + "FN": 2000, + "FP": 1199, + "IoU": 0.6597894289056684, + "TN": 187205, + "TP": 6204, + "n_pred": 7403, + "n_ref": 8204 + }, + "2": { + "Dice": 0.9600513808606295, + "FN": 177, + "FP": 445, + "IoU": 0.9231719367588933, + "TN": 188512, + "TP": 7474, + "n_pred": 7919, + "n_ref": 7651 + }, + "3": { + "Dice": 0.9698254364089776, + "FN": 459, + "FP": 267, + "IoU": 0.9414185427257322, + "TN": 184215, + "TP": 11667, + "n_pred": 11934, + "n_ref": 12126 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 172, + "IoU": 0.0, + "TN": 196436, + "TP": 0, + "n_pred": 172, + "n_ref": 0 + }, + "5": { + "Dice": 0.8658088235294118, + "FN": 659, + "FP": 801, + "IoU": 0.7633711507293355, + "TN": 190438, + "TP": 4710, + "n_pred": 5511, + "n_ref": 5369 + }, + "6": { + "Dice": 0.8736909940389882, + "FN": 2273, + "FP": 863, + "IoU": 0.7757116292375912, + "TN": 182626, + "TP": 10846, + "n_pred": 11709, + "n_ref": 13119 + }, + "7": { + "Dice": 0.7381230985256261, + "FN": 561, + "FP": 558, + "IoU": 0.5849406528189911, + "TN": 193912, + "TP": 1577, + "n_pred": 2135, + "n_ref": 2138 + }, + "8": { + "Dice": 0.8783330390252516, + "FN": 1251, + "FP": 127, + "IoU": 0.7830604534005038, + "TN": 190256, + "TP": 4974, + "n_pred": 5101, + "n_ref": 6225 + }, + "9": { + "Dice": 0.7977440347071584, + "FN": 412, + "FP": 1919, + "IoU": 0.663539260969977, + "TN": 189680, + "TP": 4597, + "n_pred": 6516, + "n_ref": 5009 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0033.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0033.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7590260285474392, + "FN": 280, + "FP": 7, + "IoU": 0.6116373477672531, + "TN": 228637, + "TP": 452, + "n_pred": 459, + "n_ref": 732 + }, + "10": { + "Dice": 0.3756825627957772, + "FN": 1028, + "FP": 687, + "IoU": 0.23128641864634694, + "TN": 227145, + "TP": 516, + "n_pred": 1203, + "n_ref": 1544 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7344288902414283, + "FN": 522, + "FP": 787, + "IoU": 0.5803142032702789, + "TN": 226257, + "TP": 1810, + "n_pred": 2597, + "n_ref": 2332 + }, + "13": { + "Dice": 0.6611001964636543, + "FN": 483, + "FP": 4347, + "IoU": 0.4937637564196625, + "TN": 219835, + "TP": 4711, + "n_pred": 9058, + "n_ref": 5194 + }, + "14": { + "Dice": 0.9175293476645698, + "FN": 2365, + "FP": 965, + "IoU": 0.8476251487141941, + "TN": 207522, + "TP": 18524, + "n_pred": 19489, + "n_ref": 20889 + }, + "15": { + "Dice": 0.8644675293117065, + "FN": 1961, + "FP": 270, + "IoU": 0.7612882516584635, + "TN": 220030, + "TP": 7115, + "n_pred": 7385, + "n_ref": 9076 + }, + "2": { + "Dice": 0.0, + "FN": 56, + "FP": 0, + "IoU": 0.0, + "TN": 229320, + "TP": 0, + "n_pred": 0, + "n_ref": 56 + }, + "3": { + "Dice": 0.8811897368851119, + "FN": 373, + "FP": 354, + "IoU": 0.7876132047911188, + "TN": 225953, + "TP": 2696, + "n_pred": 3050, + "n_ref": 3069 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8486419474811225, + "FN": 515, + "FP": 828, + "IoU": 0.7370790916209867, + "TN": 224268, + "TP": 3765, + "n_pred": 4593, + "n_ref": 4280 + }, + "7": { + "Dice": 0.9047353760445682, + "FN": 408, + "FP": 276, + "IoU": 0.8260427263479145, + "TN": 225444, + "TP": 3248, + "n_pred": 3524, + "n_ref": 3656 + }, + "8": { + "Dice": 0.8008247422680412, + "FN": 195, + "FP": 1254, + "IoU": 0.6678129298486932, + "TN": 225014, + "TP": 2913, + "n_pred": 4167, + "n_ref": 3108 + }, + "9": { + "Dice": 0.8079930495221547, + "FN": 881, + "FP": 1550, + "IoU": 0.6778425655976676, + "TN": 221830, + "TP": 5115, + "n_pred": 6665, + "n_ref": 5996 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0035.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0035.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8900169204737732, + "FN": 111, + "FP": 19, + "IoU": 0.801829268292683, + "TN": 228720, + "TP": 526, + "n_pred": 545, + "n_ref": 637 + }, + "10": { + "Dice": 0.7766763848396502, + "FN": 458, + "FP": 1074, + "IoU": 0.6348903717826502, + "TN": 225180, + "TP": 2664, + "n_pred": 3738, + "n_ref": 3122 + }, + "11": { + "Dice": 0.6832721552176193, + "FN": 725, + "FP": 483, + "IoU": 0.5189167662285942, + "TN": 226865, + "TP": 1303, + "n_pred": 1786, + "n_ref": 2028 + }, + "12": { + "Dice": 0.7179392824287029, + "FN": 699, + "FP": 834, + "IoU": 0.5599885189437428, + "TN": 225892, + "TP": 1951, + "n_pred": 2785, + "n_ref": 2650 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9653239564112384, + "FN": 1965, + "FP": 27, + "IoU": 0.9329721726841415, + "TN": 199657, + "TP": 27727, + "n_pred": 27754, + "n_ref": 29692 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 334, + "IoU": 0.0, + "TN": 229042, + "TP": 0, + "n_pred": 334, + "n_ref": 0 + }, + "2": { + "Dice": 0.773109243697479, + "FN": 27, + "FP": 0, + "IoU": 0.6301369863013698, + "TN": 229303, + "TP": 46, + "n_pred": 46, + "n_ref": 73 + }, + "3": { + "Dice": 0.9664209664209664, + "FN": 65, + "FP": 17, + "IoU": 0.9350237717908082, + "TN": 228114, + "TP": 1180, + "n_pred": 1197, + "n_ref": 1245 + }, + "4": { + "Dice": 0.9489153254023793, + "FN": 43, + "FP": 687, + "IoU": 0.9027962716378163, + "TN": 221866, + "TP": 6780, + "n_pred": 7467, + "n_ref": 6823 + }, + "5": { + "Dice": 0.5123703112529928, + "FN": 86, + "FP": 1136, + "IoU": 0.3444206008583691, + "TN": 227512, + "TP": 642, + "n_pred": 1778, + "n_ref": 728 + }, + "6": { + "Dice": 0.9525353696487879, + "FN": 2440, + "FP": 1190, + "IoU": 0.9093723473311031, + "TN": 189322, + "TP": 36424, + "n_pred": 37614, + "n_ref": 38864 + }, + "7": { + "Dice": 0.8656527750345645, + "FN": 1890, + "FP": 1511, + "IoU": 0.7631285694386405, + "TN": 215018, + "TP": 10957, + "n_pred": 12468, + "n_ref": 12847 + }, + "8": { + "Dice": 0.9184021850460908, + "FN": 1248, + "FP": 903, + "IoU": 0.8491161616161617, + "TN": 215120, + "TP": 12105, + "n_pred": 13008, + "n_ref": 13353 + }, + "9": { + "Dice": 0.8547038634163513, + "FN": 1308, + "FP": 343, + "IoU": 0.7462732441985555, + "TN": 222869, + "TP": 4856, + "n_pred": 5199, + "n_ref": 6164 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0038.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0038.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.15241470979175897, + "FN": 1492, + "FP": 421, + "IoU": 0.08249400479616308, + "TN": 210907, + "TP": 172, + "n_pred": 593, + "n_ref": 1664 + }, + "11": { + "Dice": 0.0, + "FN": 201, + "FP": 0, + "IoU": 0.0, + "TN": 212791, + "TP": 0, + "n_pred": 0, + "n_ref": 201 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8250809255484954, + "FN": 2729, + "FP": 1648, + "IoU": 0.7022448979591837, + "TN": 198292, + "TP": 10323, + "n_pred": 11971, + "n_ref": 13052 + }, + "14": { + "Dice": 0.9166166045896912, + "FN": 1307, + "FP": 81, + "IoU": 0.846068537207497, + "TN": 203975, + "TP": 7629, + "n_pred": 7710, + "n_ref": 8936 + }, + "15": { + "Dice": 0.8536609531358367, + "FN": 290, + "FP": 1187, + "IoU": 0.7446845289541919, + "TN": 207207, + "TP": 4308, + "n_pred": 5495, + "n_ref": 4598 + }, + "2": { + "Dice": 0.9510660893717834, + "FN": 441, + "FP": 158, + "IoU": 0.9066978193146418, + "TN": 206572, + "TP": 5821, + "n_pred": 5979, + "n_ref": 6262 + }, + "3": { + "Dice": 0.9689189189189189, + "FN": 155, + "FP": 213, + "IoU": 0.9397116644823067, + "TN": 206888, + "TP": 5736, + "n_pred": 5949, + "n_ref": 5891 + }, + "4": { + "Dice": 0.9199098889147829, + "FN": 1290, + "FP": 772, + "IoU": 0.8516973532796318, + "TN": 199088, + "TP": 11842, + "n_pred": 12614, + "n_ref": 13132 + }, + "5": { + "Dice": 0.0430622009569378, + "FN": 396, + "FP": 4, + "IoU": 0.022004889975550123, + "TN": 212583, + "TP": 9, + "n_pred": 13, + "n_ref": 405 + }, + "6": { + "Dice": 0.8300547920596425, + "FN": 262, + "FP": 3522, + "IoU": 0.7094817658349328, + "TN": 199967, + "TP": 9241, + "n_pred": 12763, + "n_ref": 9503 + }, + "7": { + "Dice": 0.6534967810212541, + "FN": 3125, + "FP": 804, + "IoU": 0.48532879224521874, + "TN": 205358, + "TP": 3705, + "n_pred": 4509, + "n_ref": 6830 + }, + "8": { + "Dice": 0.9428316064748916, + "FN": 793, + "FP": 934, + "IoU": 0.8918461923847696, + "TN": 197024, + "TP": 14241, + "n_pred": 15175, + "n_ref": 15034 + }, + "9": { + "Dice": 0.7469850015304561, + "FN": 3683, + "FP": 450, + "IoU": 0.5961500879421536, + "TN": 202758, + "TP": 6101, + "n_pred": 6551, + "n_ref": 9784 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0042.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0042.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.7909698996655519, + "FN": 501, + "FP": 249, + "IoU": 0.6542185338865837, + "TN": 210823, + "TP": 1419, + "n_pred": 1668, + "n_ref": 1920 + }, + "12": { + "Dice": 0.8702860858257477, + "FN": 521, + "FP": 277, + "IoU": 0.7703597122302158, + "TN": 209517, + "TP": 2677, + "n_pred": 2954, + "n_ref": 3198 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.646639826571694, + "FN": 30, + "FP": 1111, + "IoU": 0.4778032036613272, + "TN": 210807, + "TP": 1044, + "n_pred": 2155, + "n_ref": 1074 + }, + "15": { + "Dice": 0.4650321997514405, + "FN": 507, + "FP": 4228, + "IoU": 0.3029589283085529, + "TN": 206199, + "TP": 2058, + "n_pred": 6286, + "n_ref": 2565 + }, + "2": { + "Dice": 0.7272646811523653, + "FN": 6098, + "FP": 65, + "IoU": 0.5714186369958275, + "TN": 198612, + "TP": 8217, + "n_pred": 8282, + "n_ref": 14315 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 5864, + "IoU": 0.0, + "TN": 207128, + "TP": 0, + "n_pred": 5864, + "n_ref": 0 + }, + "4": { + "Dice": 0.7885180240320427, + "FN": 1289, + "FP": 1879, + "IoU": 0.6508706193519948, + "TN": 203918, + "TP": 5906, + "n_pred": 7785, + "n_ref": 7195 + }, + "5": { + "Dice": 0.8747305389221557, + "FN": 636, + "FP": 933, + "IoU": 0.7773520647083866, + "TN": 205945, + "TP": 5478, + "n_pred": 6411, + "n_ref": 6114 + }, + "6": { + "Dice": 0.9270195810143668, + "FN": 2398, + "FP": 1549, + "IoU": 0.8639669136653455, + "TN": 183977, + "TP": 25068, + "n_pred": 26617, + "n_ref": 27466 + }, + "7": { + "Dice": 0.31135108900078867, + "FN": 11264, + "FP": 87, + "IoU": 0.18437881727383776, + "TN": 199075, + "TP": 2566, + "n_pred": 2653, + "n_ref": 13830 + }, + "8": { + "Dice": 0.9642974662717999, + "FN": 234, + "FP": 200, + "IoU": 0.9310563939634631, + "TN": 206697, + "TP": 5861, + "n_pred": 6061, + "n_ref": 6095 + }, + "9": { + "Dice": 0.6696935300794552, + "FN": 111, + "FP": 180, + "IoU": 0.5034129692832765, + "TN": 212406, + "TP": 295, + "n_pred": 475, + "n_ref": 406 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0043.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0043.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9431381488959812, + "FN": 1109, + "FP": 637, + "IoU": 0.8923949217305559, + "TN": 196766, + "TP": 14480, + "n_pred": 15117, + "n_ref": 15589 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.7242647058823529, + "FN": 487, + "FP": 563, + "IoU": 0.5677233429394812, + "TN": 210563, + "TP": 1379, + "n_pred": 1942, + "n_ref": 1866 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.833922261484099, + "FN": 34, + "FP": 154, + "IoU": 0.7151515151515152, + "TN": 212332, + "TP": 472, + "n_pred": 626, + "n_ref": 506 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8169434090138936, + "FN": 507, + "FP": 2194, + "IoU": 0.6905362053162236, + "TN": 204264, + "TP": 6027, + "n_pred": 8221, + "n_ref": 6534 + }, + "5": { + "Dice": 0.8624713958810069, + "FN": 186, + "FP": 1016, + "IoU": 0.7581975457654395, + "TN": 208021, + "TP": 3769, + "n_pred": 4785, + "n_ref": 3955 + }, + "6": { + "Dice": 0.9622314474022083, + "FN": 1827, + "FP": 1703, + "IoU": 0.9272119924943811, + "TN": 164495, + "TP": 44967, + "n_pred": 46670, + "n_ref": 46794 + }, + "7": { + "Dice": 0.8982713592836712, + "FN": 124, + "FP": 1512, + "IoU": 0.8153290439101478, + "TN": 204133, + "TP": 7223, + "n_pred": 8735, + "n_ref": 7347 + }, + "8": { + "Dice": 0.916617033948779, + "FN": 31, + "FP": 529, + "IoU": 0.8460692688290269, + "TN": 209354, + "TP": 3078, + "n_pred": 3607, + "n_ref": 3109 + }, + "9": { + "Dice": 0.24475524475524477, + "FN": 192, + "FP": 24, + "IoU": 0.1394422310756972, + "TN": 212741, + "TP": 35, + "n_pred": 59, + "n_ref": 227 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0054.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0054.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9517721963202487, + "FN": 1509, + "FP": 415, + "IoU": 0.9079822086182984, + "TN": 208467, + "TP": 18985, + "n_pred": 19400, + "n_ref": 20494 + }, + "10": { + "Dice": 0.30666666666666664, + "FN": 104, + "FP": 0, + "IoU": 0.18110236220472442, + "TN": 229249, + "TP": 23, + "n_pred": 23, + "n_ref": 127 + }, + "11": { + "Dice": 0.044137931034482755, + "FN": 681, + "FP": 12, + "IoU": 0.022566995768688293, + "TN": 228667, + "TP": 16, + "n_pred": 28, + "n_ref": 697 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6757260857980283, + "FN": 526, + "FP": 1908, + "IoU": 0.510261569416499, + "TN": 224406, + "TP": 2536, + "n_pred": 4444, + "n_ref": 3062 + }, + "14": { + "Dice": 0.24738198366138495, + "FN": 0, + "FP": 13727, + "IoU": 0.1411499718450854, + "TN": 213393, + "TP": 2256, + "n_pred": 15983, + "n_ref": 2256 + }, + "15": { + "Dice": 0.7464721358526668, + "FN": 4161, + "FP": 79, + "IoU": 0.5954970425491318, + "TN": 218894, + "TP": 6242, + "n_pred": 6321, + "n_ref": 10403 + }, + "2": { + "Dice": 0.5883014956315712, + "FN": 13861, + "FP": 40, + "IoU": 0.41673310116225404, + "TN": 205543, + "TP": 9932, + "n_pred": 9972, + "n_ref": 23793 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 648, + "IoU": 0.0, + "TN": 228728, + "TP": 0, + "n_pred": 648, + "n_ref": 0 + }, + "5": { + "Dice": 0.7578171091445428, + "FN": 517, + "FP": 1125, + "IoU": 0.6100688672524341, + "TN": 225165, + "TP": 2569, + "n_pred": 3694, + "n_ref": 3086 + }, + "6": { + "Dice": 0.9472077922077922, + "FN": 1252, + "FP": 2000, + "IoU": 0.8997101091716524, + "TN": 196950, + "TP": 29174, + "n_pred": 31174, + "n_ref": 30426 + }, + "7": { + "Dice": 0.12086092715231789, + "FN": 1254, + "FP": 870, + "IoU": 0.06431718061674009, + "TN": 227106, + "TP": 146, + "n_pred": 1016, + "n_ref": 1400 + }, + "8": { + "Dice": 0.9226642314936362, + "FN": 615, + "FP": 740, + "IoU": 0.8564314473405382, + "TN": 219938, + "TP": 8083, + "n_pred": 8823, + "n_ref": 8698 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 87, + "IoU": 0.0, + "TN": 229289, + "TP": 0, + "n_pred": 87, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0058.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0058.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5352941176470588, + "FN": 158, + "FP": 0, + "IoU": 0.3654618473895582, + "TN": 245511, + "TP": 91, + "n_pred": 91, + "n_ref": 249 + }, + "10": { + "Dice": 0.43707358935850676, + "FN": 766, + "FP": 12353, + "IoU": 0.2796507797056886, + "TN": 227548, + "TP": 5093, + "n_pred": 17446, + "n_ref": 5859 + }, + "11": { + "Dice": 0.7115123036972919, + "FN": 1136, + "FP": 1197, + "IoU": 0.5522072936660268, + "TN": 240550, + "TP": 2877, + "n_pred": 4074, + "n_ref": 4013 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.4162557077625571, + "FN": 4199, + "FP": 2193, + "IoU": 0.2628301233998385, + "TN": 237089, + "TP": 2279, + "n_pred": 4472, + "n_ref": 6478 + }, + "14": { + "Dice": 0.7725024048371582, + "FN": 1256, + "FP": 5366, + "IoU": 0.6293310943184999, + "TN": 227895, + "TP": 11243, + "n_pred": 16609, + "n_ref": 12499 + }, + "15": { + "Dice": 0.1987346483066617, + "FN": 232, + "FP": 1921, + "IoU": 0.1103305785123967, + "TN": 243340, + "TP": 267, + "n_pred": 2188, + "n_ref": 499 + }, + "2": { + "Dice": 0.9522697795071335, + "FN": 261, + "FP": 107, + "IoU": 0.9088883386976975, + "TN": 241721, + "TP": 3671, + "n_pred": 3778, + "n_ref": 3932 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1707, + "IoU": 0.0, + "TN": 244053, + "TP": 0, + "n_pred": 1707, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7494794814964068, + "FN": 1287, + "FP": 6173, + "IoU": 0.5993340136419786, + "TN": 227141, + "TP": 11159, + "n_pred": 17332, + "n_ref": 12446 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 52, + "IoU": 0.0, + "TN": 245708, + "TP": 0, + "n_pred": 52, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.628395694515633, + "FN": 802, + "FP": 1373, + "IoU": 0.4581464872944694, + "TN": 241746, + "TP": 1839, + "n_pred": 3212, + "n_ref": 2641 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0067.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0067.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9446831364124597, + "FN": 149, + "FP": 57, + "IoU": 0.8951653944020356, + "TN": 227411, + "TP": 1759, + "n_pred": 1816, + "n_ref": 1908 + }, + "10": { + "Dice": 0.6986490678850439, + "FN": 6820, + "FP": 3865, + "IoU": 0.5368644618785489, + "TN": 206305, + "TP": 12386, + "n_pred": 16251, + "n_ref": 19206 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 19, + "IoU": 0.0, + "TN": 229357, + "TP": 0, + "n_pred": 19, + "n_ref": 0 + }, + "13": { + "Dice": 0.836228537001707, + "FN": 662, + "FP": 4231, + "IoU": 0.7185504745470233, + "TN": 211991, + "TP": 12492, + "n_pred": 16723, + "n_ref": 13154 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9717342491084401, + "FN": 323, + "FP": 105, + "IoU": 0.9450224791265254, + "TN": 221591, + "TP": 7357, + "n_pred": 7462, + "n_ref": 7680 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8676508676508676, + "FN": 540, + "FP": 993, + "IoU": 0.7662397072278133, + "TN": 222818, + "TP": 5025, + "n_pred": 6018, + "n_ref": 5565 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 303, + "IoU": 0.0, + "TN": 229073, + "TP": 0, + "n_pred": 303, + "n_ref": 0 + }, + "7": { + "Dice": 0.158494304110946, + "FN": 11, + "FP": 1688, + "IoU": 0.08606777837547068, + "TN": 227517, + "TP": 160, + "n_pred": 1848, + "n_ref": 171 + }, + "8": { + "Dice": 0.9591681913516891, + "FN": 544, + "FP": 371, + "IoU": 0.9215400445892643, + "TN": 217714, + "TP": 10747, + "n_pred": 11118, + "n_ref": 11291 + }, + "9": { + "Dice": 0.6470588235294118, + "FN": 45, + "FP": 51, + "IoU": 0.4782608695652174, + "TN": 229192, + "TP": 88, + "n_pred": 139, + "n_ref": 133 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0098.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0098.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9903506876935263, + "FN": 263, + "FP": 5, + "IoU": 0.9808858141359389, + "TN": 231739, + "TP": 13753, + "n_pred": 13758, + "n_ref": 14016 + }, + "10": { + "Dice": 0.8784294296154085, + "FN": 1324, + "FP": 2602, + "IoU": 0.7832136940916621, + "TN": 227650, + "TP": 14184, + "n_pred": 16786, + "n_ref": 15508 + }, + "11": { + "Dice": 0.6768960982025427, + "FN": 524, + "FP": 213, + "IoU": 0.5115970841616965, + "TN": 244251, + "TP": 772, + "n_pred": 985, + "n_ref": 1296 + }, + "12": { + "Dice": 0.8161024702653248, + "FN": 476, + "FP": 127, + "IoU": 0.6893353941267388, + "TN": 243819, + "TP": 1338, + "n_pred": 1465, + "n_ref": 1814 + }, + "13": { + "Dice": 0.03179029559397657, + "FN": 793, + "FP": 2679, + "IoU": 0.01615188438651176, + "TN": 242231, + "TP": 57, + "n_pred": 2736, + "n_ref": 850 + }, + "14": { + "Dice": 0.7294181719161296, + "FN": 2100, + "FP": 881, + "IoU": 0.5740820117159594, + "TN": 238761, + "TP": 4018, + "n_pred": 4899, + "n_ref": 6118 + }, + "15": { + "Dice": 0.17512202336932406, + "FN": 0, + "FP": 5577, + "IoU": 0.09596368941481602, + "TN": 239591, + "TP": 592, + "n_pred": 6169, + "n_ref": 592 + }, + "2": { + "Dice": 0.5407341925277998, + "FN": 9868, + "FP": 3, + "IoU": 0.3705522254814437, + "TN": 230078, + "TP": 5811, + "n_pred": 5814, + "n_ref": 15679 + }, + "3": { + "Dice": 0.11237385216837895, + "FN": 1, + "FP": 9762, + "IoU": 0.05953183700992197, + "TN": 235379, + "TP": 618, + "n_pred": 10380, + "n_ref": 619 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9622732380799486, + "FN": 737, + "FP": 673, + "IoU": 0.9272896039603961, + "TN": 226368, + "TP": 17982, + "n_pred": 18655, + "n_ref": 18719 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9635369188696444, + "FN": 39, + "FP": 41, + "IoU": 0.9296394019349165, + "TN": 244623, + "TP": 1057, + "n_pred": 1098, + "n_ref": 1096 + }, + "9": { + "Dice": 0.9574629125037845, + "FN": 41, + "FP": 521, + "IoU": 0.9183969798170466, + "TN": 238873, + "TP": 6325, + "n_pred": 6846, + "n_ref": 6366 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0111.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0111.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.26482858697623796, + "FN": 2770, + "FP": 1283, + "IoU": 0.15262387622830859, + "TN": 208209, + "TP": 730, + "n_pred": 2013, + "n_ref": 3500 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.882556796303427, + "FN": 241, + "FP": 979, + "IoU": 0.7898001378359751, + "TN": 207188, + "TP": 4584, + "n_pred": 5563, + "n_ref": 4825 + }, + "15": { + "Dice": 0.9141295589111166, + "FN": 170, + "FP": 2281, + "IoU": 0.8418403561979738, + "TN": 197495, + "TP": 13046, + "n_pred": 15327, + "n_ref": 13216 + }, + "2": { + "Dice": 0.6541863075196409, + "FN": 7654, + "FP": 49, + "IoU": 0.48608979918606976, + "TN": 198003, + "TP": 7286, + "n_pred": 7335, + "n_ref": 14940 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 7514, + "IoU": 0.0, + "TN": 205478, + "TP": 0, + "n_pred": 7514, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 28, + "IoU": 0.0, + "TN": 212964, + "TP": 0, + "n_pred": 28, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 212987, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "6": { + "Dice": 0.7338413207673284, + "FN": 5305, + "FP": 2659, + "IoU": 0.5795808478065776, + "TN": 194049, + "TP": 10979, + "n_pred": 13638, + "n_ref": 16284 + }, + "7": { + "Dice": 0.9082703098316662, + "FN": 454, + "FP": 1050, + "IoU": 0.8319553072625698, + "TN": 204042, + "TP": 7446, + "n_pred": 8496, + "n_ref": 7900 + }, + "8": { + "Dice": 0.9840746842394289, + "FN": 196, + "FP": 94, + "IoU": 0.9686486486486486, + "TN": 203742, + "TP": 8960, + "n_pred": 9054, + "n_ref": 9156 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0124.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0124.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9686917960088692, + "FN": 193, + "FP": 160, + "IoU": 0.9392844857241142, + "TN": 256330, + "TP": 5461, + "n_pred": 5621, + "n_ref": 5654 + }, + "10": { + "Dice": 0.914451809874323, + "FN": 2674, + "FP": 1417, + "IoU": 0.8423871166589613, + "TN": 236188, + "TP": 21865, + "n_pred": 23282, + "n_ref": 24539 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6836219336219336, + "FN": 1298, + "FP": 456, + "IoU": 0.5193203617429433, + "TN": 258495, + "TP": 1895, + "n_pred": 2351, + "n_ref": 3193 + }, + "13": { + "Dice": 0.7618292360560401, + "FN": 4416, + "FP": 89, + "IoU": 0.6152860802732707, + "TN": 250434, + "TP": 7205, + "n_pred": 7294, + "n_ref": 11621 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 102, + "IoU": 0.0, + "TN": 262042, + "TP": 0, + "n_pred": 102, + "n_ref": 0 + }, + "2": { + "Dice": 0.8972261025743364, + "FN": 1485, + "FP": 60, + "IoU": 0.813608396670286, + "TN": 253855, + "TP": 6744, + "n_pred": 6804, + "n_ref": 8229 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 89, + "IoU": 0.0, + "TN": 262055, + "TP": 0, + "n_pred": 89, + "n_ref": 0 + }, + "4": { + "Dice": 0.9341423506953913, + "FN": 1756, + "FP": 176, + "IoU": 0.876423180248177, + "TN": 246510, + "TP": 13702, + "n_pred": 13878, + "n_ref": 15458 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9664999710374389, + "FN": 723, + "FP": 1012, + "IoU": 0.9351716922617046, + "TN": 235381, + "TP": 25028, + "n_pred": 26040, + "n_ref": 25751 + }, + "7": { + "Dice": 0.8712447592887089, + "FN": 2454, + "FP": 1999, + "IoU": 0.7718633126697064, + "TN": 242625, + "TP": 15066, + "n_pred": 17065, + "n_ref": 17520 + }, + "8": { + "Dice": 0.9698333162900092, + "FN": 329, + "FP": 261, + "IoU": 0.9414333928925948, + "TN": 252070, + "TP": 9484, + "n_pred": 9745, + "n_ref": 9813 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0131.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0131.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7029618216058894, + "FN": 4996, + "FP": 209, + "IoU": 0.541974656810982, + "TN": 201628, + "TP": 6159, + "n_pred": 6368, + "n_ref": 11155 + }, + "11": { + "Dice": 0.6481858948226661, + "FN": 451, + "FP": 412, + "IoU": 0.4794933655006031, + "TN": 211334, + "TP": 795, + "n_pred": 1207, + "n_ref": 1246 + }, + "12": { + "Dice": 0.012195121951219513, + "FN": 162, + "FP": 0, + "IoU": 0.006134969325153374, + "TN": 212829, + "TP": 1, + "n_pred": 1, + "n_ref": 163 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 35, + "IoU": 0.0, + "TN": 212957, + "TP": 0, + "n_pred": 35, + "n_ref": 0 + }, + "14": { + "Dice": 0.7426389833167721, + "FN": 232, + "FP": 4689, + "IoU": 0.5906330588137426, + "TN": 200971, + "TP": 7100, + "n_pred": 11789, + "n_ref": 7332 + }, + "15": { + "Dice": 0.5756838905775076, + "FN": 573, + "FP": 823, + "IoU": 0.4041826717883056, + "TN": 210649, + "TP": 947, + "n_pred": 1770, + "n_ref": 1520 + }, + "2": { + "Dice": 0.9502790986148439, + "FN": 1260, + "FP": 664, + "IoU": 0.9052683407188578, + "TN": 192682, + "TP": 18386, + "n_pred": 19050, + "n_ref": 19646 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 487, + "IoU": 0.0, + "TN": 212505, + "TP": 0, + "n_pred": 487, + "n_ref": 0 + }, + "5": { + "Dice": 0.4254416961130742, + "FN": 251, + "FP": 562, + "IoU": 0.27019748653500897, + "TN": 211878, + "TP": 301, + "n_pred": 863, + "n_ref": 552 + }, + "6": { + "Dice": 0.9281892295326674, + "FN": 1923, + "FP": 1204, + "IoU": 0.8660010284538909, + "TN": 189656, + "TP": 20209, + "n_pred": 21413, + "n_ref": 22132 + }, + "7": { + "Dice": 0.5326288733399971, + "FN": 3071, + "FP": 202, + "IoU": 0.3629817049435578, + "TN": 207854, + "TP": 1865, + "n_pred": 2067, + "n_ref": 4936 + }, + "8": { + "Dice": 0.8818932797499441, + "FN": 141, + "FP": 1446, + "IoU": 0.7887380191693291, + "TN": 205480, + "TP": 5925, + "n_pred": 7371, + "n_ref": 6066 + }, + "9": { + "Dice": 0.862289366647298, + "FN": 216, + "FP": 258, + "IoU": 0.7579162410623085, + "TN": 211034, + "TP": 1484, + "n_pred": 1742, + "n_ref": 1700 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0133.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0133.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5929411764705882, + "FN": 14330, + "FP": 202, + "IoU": 0.4214046822742475, + "TN": 187876, + "TP": 10584, + "n_pred": 10786, + "n_ref": 24914 + }, + "10": { + "Dice": 0.38617628408370325, + "FN": 1618, + "FP": 318, + "IoU": 0.23929273084479372, + "TN": 210447, + "TP": 609, + "n_pred": 927, + "n_ref": 2227 + }, + "11": { + "Dice": 0.7196367763904654, + "FN": 736, + "FP": 252, + "IoU": 0.5620567375886525, + "TN": 210736, + "TP": 1268, + "n_pred": 1520, + "n_ref": 2004 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 37, + "IoU": 0.0, + "TN": 212955, + "TP": 0, + "n_pred": 37, + "n_ref": 0 + }, + "13": { + "Dice": 0.8031936672580865, + "FN": 544, + "FP": 2340, + "IoU": 0.6711141521268104, + "TN": 204223, + "TP": 5885, + "n_pred": 8225, + "n_ref": 6429 + }, + "14": { + "Dice": 0.6722391898408616, + "FN": 1469, + "FP": 570, + "IoU": 0.5062953995157385, + "TN": 208862, + "TP": 2091, + "n_pred": 2661, + "n_ref": 3560 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 34, + "IoU": 0.0, + "TN": 212958, + "TP": 0, + "n_pred": 34, + "n_ref": 0 + }, + "2": { + "Dice": 0.012035010940919038, + "FN": 11, + "FP": 1795, + "IoU": 0.006053935057787562, + "TN": 211175, + "TP": 11, + "n_pred": 1806, + "n_ref": 22 + }, + "3": { + "Dice": 0.8540176114474408, + "FN": 2007, + "FP": 115, + "IoU": 0.7452275183095209, + "TN": 204663, + "TP": 6207, + "n_pred": 6322, + "n_ref": 8214 + }, + "4": { + "Dice": 0.8796068796068796, + "FN": 29, + "FP": 69, + "IoU": 0.7850877192982456, + "TN": 212536, + "TP": 358, + "n_pred": 427, + "n_ref": 387 + }, + "5": { + "Dice": 0.5619834710743802, + "FN": 1804, + "FP": 104, + "IoU": 0.39080459770114945, + "TN": 209860, + "TP": 1224, + "n_pred": 1328, + "n_ref": 3028 + }, + "6": { + "Dice": 0.6503595901308951, + "FN": 1373, + "FP": 15108, + "IoU": 0.48187619856015595, + "TN": 181183, + "TP": 15328, + "n_pred": 30436, + "n_ref": 16701 + }, + "7": { + "Dice": 0.42062333648149736, + "FN": 5458, + "FP": 8038, + "IoU": 0.266322370209296, + "TN": 194597, + "TP": 4899, + "n_pred": 12937, + "n_ref": 10357 + }, + "8": { + "Dice": 0.8641554457133117, + "FN": 63, + "FP": 734, + "IoU": 0.7608043217286915, + "TN": 209660, + "TP": 2535, + "n_pred": 3269, + "n_ref": 2598 + }, + "9": { + "Dice": 0.8704131672397272, + "FN": 1309, + "FP": 990, + "IoU": 0.7705588822355289, + "TN": 202972, + "TP": 7721, + "n_pred": 8711, + "n_ref": 9030 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0138.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0138.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9260019951880758, + "FN": 710, + "FP": 551, + "IoU": 0.8622008523658616, + "TN": 236609, + "TP": 7890, + "n_pred": 8441, + "n_ref": 8600 + }, + "11": { + "Dice": 0.7452943532238686, + "FN": 554, + "FP": 718, + "IoU": 0.5939993616342164, + "TN": 242627, + "TP": 1861, + "n_pred": 2579, + "n_ref": 2415 + }, + "12": { + "Dice": 0.48990258968876216, + "FN": 1206, + "FP": 941, + "IoU": 0.32441787287602264, + "TN": 242582, + "TP": 1031, + "n_pred": 1972, + "n_ref": 2237 + }, + "13": { + "Dice": 0.7823265873628921, + "FN": 123, + "FP": 1286, + "IoU": 0.642476528799797, + "TN": 241819, + "TP": 2532, + "n_pred": 3818, + "n_ref": 2655 + }, + "14": { + "Dice": 0.8589249154882636, + "FN": 443, + "FP": 2520, + "IoU": 0.7527330384711675, + "TN": 233777, + "TP": 9020, + "n_pred": 11540, + "n_ref": 9463 + }, + "15": { + "Dice": 0.7035374868004224, + "FN": 6, + "FP": 2240, + "IoU": 0.5426593361840766, + "TN": 240849, + "TP": 2665, + "n_pred": 4905, + "n_ref": 2671 + }, + "2": { + "Dice": 0.15009208103130756, + "FN": 133, + "FP": 5405, + "IoU": 0.08113489298158287, + "TN": 239733, + "TP": 489, + "n_pred": 5894, + "n_ref": 622 + }, + "3": { + "Dice": 0.5818063253994131, + "FN": 5977, + "FP": 436, + "IoU": 0.41024462019496044, + "TN": 234886, + "TP": 4461, + "n_pred": 4897, + "n_ref": 10438 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 238, + "IoU": 0.0, + "TN": 245522, + "TP": 0, + "n_pred": 238, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.876242475150497, + "FN": 1123, + "FP": 7717, + "IoU": 0.77974336613928, + "TN": 205625, + "TP": 31295, + "n_pred": 39012, + "n_ref": 32418 + }, + "7": { + "Dice": 0.4434589800443459, + "FN": 0, + "FP": 502, + "IoU": 0.2849002849002849, + "TN": 245058, + "TP": 200, + "n_pred": 702, + "n_ref": 200 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9644420551416942, + "FN": 80, + "FP": 383, + "IoU": 0.9313260160189855, + "TN": 239018, + "TP": 6279, + "n_pred": 6662, + "n_ref": 6359 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0147.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0147.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.696419915518316, + "FN": 8616, + "FP": 152, + "IoU": 0.5342363877822045, + "TN": 194167, + "TP": 10057, + "n_pred": 10209, + "n_ref": 18673 + }, + "11": { + "Dice": 0.5786516853932584, + "FN": 329, + "FP": 121, + "IoU": 0.40711462450592883, + "TN": 212233, + "TP": 309, + "n_pred": 430, + "n_ref": 638 + }, + "12": { + "Dice": 0.0, + "FN": 16, + "FP": 0, + "IoU": 0.0, + "TN": 212976, + "TP": 0, + "n_pred": 0, + "n_ref": 16 + }, + "13": { + "Dice": 0.6261888130675407, + "FN": 2321, + "FP": 4636, + "IoU": 0.4558041301627034, + "TN": 200208, + "TP": 5827, + "n_pred": 10463, + "n_ref": 8148 + }, + "14": { + "Dice": 0.9264161849710982, + "FN": 1495, + "FP": 1051, + "IoU": 0.86291929144457, + "TN": 194419, + "TP": 16027, + "n_pred": 17078, + "n_ref": 17522 + }, + "15": { + "Dice": 0.5467980295566502, + "FN": 51, + "FP": 133, + "IoU": 0.376271186440678, + "TN": 212697, + "TP": 111, + "n_pred": 244, + "n_ref": 162 + }, + "2": { + "Dice": 0.89776247848537, + "FN": 270, + "FP": 27, + "IoU": 0.8144909431605247, + "TN": 211391, + "TP": 1304, + "n_pred": 1331, + "n_ref": 1574 + }, + "3": { + "Dice": 0.9171161874384351, + "FN": 1639, + "FP": 128, + "IoU": 0.8469202113835225, + "TN": 201449, + "TP": 9776, + "n_pred": 9904, + "n_ref": 11415 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 93, + "IoU": 0.0, + "TN": 212899, + "TP": 0, + "n_pred": 93, + "n_ref": 0 + }, + "5": { + "Dice": 0.03789389708815317, + "FN": 4824, + "FP": 0, + "IoU": 0.019312868469201057, + "TN": 208073, + "TP": 95, + "n_pred": 95, + "n_ref": 4919 + }, + "6": { + "Dice": 0.9524803963720492, + "FN": 1901, + "FP": 420, + "IoU": 0.9092721444765851, + "TN": 187410, + "TP": 23261, + "n_pred": 23681, + "n_ref": 25162 + }, + "7": { + "Dice": 0.8189367892092039, + "FN": 1412, + "FP": 5434, + "IoU": 0.693389466141168, + "TN": 190664, + "TP": 15482, + "n_pred": 20916, + "n_ref": 16894 + }, + "8": { + "Dice": 0.8902139600140302, + "FN": 8, + "FP": 305, + "IoU": 0.8021491782553729, + "TN": 211410, + "TP": 1269, + "n_pred": 1574, + "n_ref": 1277 + }, + "9": { + "Dice": 0.9406317763582019, + "FN": 364, + "FP": 649, + "IoU": 0.8879176809028546, + "TN": 203954, + "TP": 8025, + "n_pred": 8674, + "n_ref": 8389 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0172.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0172.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.4082033166519478, + "FN": 5157, + "FP": 874, + "IoU": 0.2564418690666995, + "TN": 221265, + "TP": 2080, + "n_pred": 2954, + "n_ref": 7237 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1506, + "IoU": 0.0, + "TN": 227870, + "TP": 0, + "n_pred": 1506, + "n_ref": 0 + }, + "14": { + "Dice": 0.8856127418717915, + "FN": 989, + "FP": 749, + "IoU": 0.7947082447436806, + "TN": 220910, + "TP": 6728, + "n_pred": 7477, + "n_ref": 7717 + }, + "15": { + "Dice": 0.5560841720036597, + "FN": 144, + "FP": 9560, + "IoU": 0.38512229121784314, + "TN": 213594, + "TP": 6078, + "n_pred": 15638, + "n_ref": 6222 + }, + "2": { + "Dice": 0.96810551558753, + "FN": 22, + "FP": 510, + "IoU": 0.938182663258192, + "TN": 220770, + "TP": 8074, + "n_pred": 8584, + "n_ref": 8096 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.374725931831772, + "FN": 5117, + "FP": 1157, + "IoU": 0.2305616875153299, + "TN": 221222, + "TP": 1880, + "n_pred": 3037, + "n_ref": 6997 + }, + "6": { + "Dice": 0.45683930942895085, + "FN": 8459, + "FP": 948, + "IoU": 0.29604130808950085, + "TN": 216013, + "TP": 3956, + "n_pred": 4904, + "n_ref": 12415 + }, + "7": { + "Dice": 0.0, + "FN": 480, + "FP": 384, + "IoU": 0.0, + "TN": 228512, + "TP": 0, + "n_pred": 384, + "n_ref": 480 + }, + "8": { + "Dice": 0.9407828705252593, + "FN": 156, + "FP": 21, + "IoU": 0.8881869867340493, + "TN": 227793, + "TP": 1406, + "n_pred": 1427, + "n_ref": 1562 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0190.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0190.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6961869618696187, + "FN": 78, + "FP": 663, + "IoU": 0.5339622641509434, + "TN": 211402, + "TP": 849, + "n_pred": 1512, + "n_ref": 927 + }, + "11": { + "Dice": 0.8434343434343434, + "FN": 84, + "FP": 350, + "IoU": 0.7292576419213974, + "TN": 211389, + "TP": 1169, + "n_pred": 1519, + "n_ref": 1253 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8796975326749454, + "FN": 2535, + "FP": 1156, + "IoU": 0.7852321657162807, + "TN": 195806, + "TP": 13495, + "n_pred": 14651, + "n_ref": 16030 + }, + "14": { + "Dice": 0.9643465601090357, + "FN": 952, + "FP": 199, + "IoU": 0.9311479332416104, + "TN": 196275, + "TP": 15566, + "n_pred": 15765, + "n_ref": 16518 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 76, + "IoU": 0.0, + "TN": 212916, + "TP": 0, + "n_pred": 76, + "n_ref": 0 + }, + "2": { + "Dice": 0.9472329472329473, + "FN": 40, + "FP": 42, + "IoU": 0.8997555012224939, + "TN": 212174, + "TP": 736, + "n_pred": 778, + "n_ref": 776 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 30, + "IoU": 0.0, + "TN": 212962, + "TP": 0, + "n_pred": 30, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.991703739329085, + "FN": 241, + "FP": 35, + "IoU": 0.9835440019079418, + "TN": 196220, + "TP": 16496, + "n_pred": 16531, + "n_ref": 16737 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 12, + "IoU": 0.0, + "TN": 212980, + "TP": 0, + "n_pred": 12, + "n_ref": 0 + }, + "8": { + "Dice": 0.9707133917396746, + "FN": 65, + "FP": 52, + "IoU": 0.9430933852140078, + "TN": 210936, + "TP": 1939, + "n_pred": 1991, + "n_ref": 2004 + }, + "9": { + "Dice": 0.8503364529352618, + "FN": 1796, + "FP": 139, + "IoU": 0.7396393972012917, + "TN": 205560, + "TP": 5497, + "n_pred": 5636, + "n_ref": 7293 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0195.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0195.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8734491315136477, + "FN": 250, + "FP": 872, + "IoU": 0.775330396475771, + "TN": 224382, + "TP": 3872, + "n_pred": 4744, + "n_ref": 4122 + }, + "10": { + "Dice": 0.7985986083402268, + "FN": 3036, + "FP": 1103, + "IoU": 0.6647225597407858, + "TN": 217031, + "TP": 8206, + "n_pred": 9309, + "n_ref": 11242 + }, + "11": { + "Dice": 0.5785536159600998, + "FN": 58, + "FP": 111, + "IoU": 0.4070175438596491, + "TN": 229091, + "TP": 116, + "n_pred": 227, + "n_ref": 174 + }, + "12": { + "Dice": 0.0, + "FN": 108, + "FP": 75, + "IoU": 0.0, + "TN": 229193, + "TP": 0, + "n_pred": 75, + "n_ref": 108 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 229373, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "14": { + "Dice": 0.9360991893180735, + "FN": 178, + "FP": 626, + "IoU": 0.8798744957418199, + "TN": 222683, + "TP": 5889, + "n_pred": 6515, + "n_ref": 6067 + }, + "15": { + "Dice": 0.7389903329752954, + "FN": 336, + "FP": 150, + "IoU": 0.58603066439523, + "TN": 228202, + "TP": 688, + "n_pred": 838, + "n_ref": 1024 + }, + "2": { + "Dice": 0.8851756640959726, + "FN": 3194, + "FP": 22, + "IoU": 0.7940046118370484, + "TN": 213764, + "TP": 12396, + "n_pred": 12418, + "n_ref": 15590 + }, + "3": { + "Dice": 0.9054666263968589, + "FN": 145, + "FP": 1733, + "IoU": 0.8272626931567328, + "TN": 218504, + "TP": 8994, + "n_pred": 10727, + "n_ref": 9139 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1329, + "IoU": 0.0, + "TN": 228047, + "TP": 0, + "n_pred": 1329, + "n_ref": 0 + }, + "5": { + "Dice": 0.881578947368421, + "FN": 29, + "FP": 25, + "IoU": 0.788235294117647, + "TN": 229121, + "TP": 201, + "n_pred": 226, + "n_ref": 230 + }, + "6": { + "Dice": 0.2272170979970747, + "FN": 25885, + "FP": 4, + "IoU": 0.12816972554302072, + "TN": 199681, + "TP": 3806, + "n_pred": 3810, + "n_ref": 29691 + }, + "7": { + "Dice": 0.9273636073593534, + "FN": 616, + "FP": 67, + "IoU": 0.8645647432084077, + "TN": 224333, + "TP": 4360, + "n_pred": 4427, + "n_ref": 4976 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8211122918880623, + "FN": 466, + "FP": 544, + "IoU": 0.6965144230769231, + "TN": 226048, + "TP": 2318, + "n_pred": 2862, + "n_ref": 2784 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0197.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0197.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 235, + "IoU": 0.0, + "TN": 196373, + "TP": 0, + "n_pred": 235, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.837125748502994, + "FN": 214, + "FP": 330, + "IoU": 0.7198764160659115, + "TN": 194666, + "TP": 1398, + "n_pred": 1728, + "n_ref": 1612 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8817204301075269, + "FN": 15, + "FP": 18, + "IoU": 0.7884615384615384, + "TN": 196452, + "TP": 123, + "n_pred": 141, + "n_ref": 138 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.3273325255322832, + "FN": 7697, + "FP": 75, + "IoU": 0.19569491876228914, + "TN": 186945, + "TP": 1891, + "n_pred": 1966, + "n_ref": 9588 + }, + "3": { + "Dice": 0.5869273909375156, + "FN": 54, + "FP": 8269, + "IoU": 0.41535543692048327, + "TN": 182372, + "TP": 5913, + "n_pred": 14182, + "n_ref": 5967 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8055198973042362, + "FN": 1247, + "FP": 571, + "IoU": 0.6743686190220312, + "TN": 191025, + "TP": 3765, + "n_pred": 4336, + "n_ref": 5012 + }, + "6": { + "Dice": 0.8258601612308341, + "FN": 185, + "FP": 3120, + "IoU": 0.7033746185604021, + "TN": 185466, + "TP": 7837, + "n_pred": 10957, + "n_ref": 8022 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9174116296235545, + "FN": 609, + "FP": 398, + "IoU": 0.8474242424242424, + "TN": 190008, + "TP": 5593, + "n_pred": 5991, + "n_ref": 6202 + }, + "9": { + "Dice": 0.9423569598633647, + "FN": 171, + "FP": 369, + "IoU": 0.8909971740008075, + "TN": 191654, + "TP": 4414, + "n_pred": 4783, + "n_ref": 4585 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0224.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0224.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 3115, + "IoU": 0.0, + "TN": 242645, + "TP": 0, + "n_pred": 3115, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7527236711786068, + "FN": 1738, + "FP": 1258, + "IoU": 0.6034939121228163, + "TN": 238204, + "TP": 4560, + "n_pred": 5818, + "n_ref": 6298 + }, + "14": { + "Dice": 0.9506534035498342, + "FN": 1091, + "FP": 174, + "IoU": 0.9059479553903346, + "TN": 232310, + "TP": 12185, + "n_pred": 12359, + "n_ref": 13276 + }, + "15": { + "Dice": 0.94438599673499, + "FN": 124, + "FP": 1409, + "IoU": 0.8946319334662176, + "TN": 231211, + "TP": 13016, + "n_pred": 14425, + "n_ref": 13140 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1886, + "IoU": 0.0, + "TN": 243874, + "TP": 0, + "n_pred": 1886, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 245758, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "6": { + "Dice": 0.7988372718953545, + "FN": 410, + "FP": 3327, + "IoU": 0.6650533297481401, + "TN": 234603, + "TP": 7420, + "n_pred": 10747, + "n_ref": 7830 + }, + "7": { + "Dice": 0.2271880819366853, + "FN": 6607, + "FP": 33, + "IoU": 0.12815126050420167, + "TN": 238144, + "TP": 976, + "n_pred": 1009, + "n_ref": 7583 + }, + "8": { + "Dice": 0.8708308065494239, + "FN": 392, + "FP": 247, + "IoU": 0.7712137486573577, + "TN": 242967, + "TP": 2154, + "n_pred": 2401, + "n_ref": 2546 + }, + "9": { + "Dice": 0.6642440863901269, + "FN": 2929, + "FP": 1968, + "IoU": 0.4972795400882866, + "TN": 236019, + "TP": 4844, + "n_pred": 6812, + "n_ref": 7773 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0245.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0245.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.946334248890767, + "FN": 72, + "FP": 436, + "IoU": 0.8981351513936234, + "TN": 208005, + "TP": 4479, + "n_pred": 4915, + "n_ref": 4551 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 13, + "IoU": 0.0, + "TN": 212979, + "TP": 0, + "n_pred": 13, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 212985, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "12": { + "Dice": 0.48427073403241183, + "FN": 527, + "FP": 14, + "IoU": 0.31949685534591193, + "TN": 212197, + "TP": 254, + "n_pred": 268, + "n_ref": 781 + }, + "13": { + "Dice": 0.8336845963529735, + "FN": 757, + "FP": 1058, + "IoU": 0.7148020113136392, + "TN": 206628, + "TP": 4549, + "n_pred": 5607, + "n_ref": 5306 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.8957388939256573, + "FN": 1354, + "FP": 26, + "IoU": 0.8111658456486043, + "TN": 205684, + "TP": 5928, + "n_pred": 5954, + "n_ref": 7282 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 3395, + "IoU": 0.0, + "TN": 209597, + "TP": 0, + "n_pred": 3395, + "n_ref": 0 + }, + "3": { + "Dice": 0.9016277423920736, + "FN": 66, + "FP": 768, + "IoU": 0.8208762886597938, + "TN": 208336, + "TP": 3822, + "n_pred": 4590, + "n_ref": 3888 + }, + "4": { + "Dice": 0.9049935979513444, + "FN": 406, + "FP": 336, + "IoU": 0.8264733395696913, + "TN": 208716, + "TP": 3534, + "n_pred": 3870, + "n_ref": 3940 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 290, + "IoU": 0.0, + "TN": 212702, + "TP": 0, + "n_pred": 290, + "n_ref": 0 + }, + "6": { + "Dice": 0.9508534179603739, + "FN": 354, + "FP": 219, + "IoU": 0.9063113145846958, + "TN": 206876, + "TP": 5543, + "n_pred": 5762, + "n_ref": 5897 + }, + "7": { + "Dice": 0.9799526833520109, + "FN": 187, + "FP": 135, + "IoU": 0.960693359375, + "TN": 204800, + "TP": 7870, + "n_pred": 8005, + "n_ref": 8057 + }, + "8": { + "Dice": 0.7530454042081949, + "FN": 5065, + "FP": 1179, + "IoU": 0.6039076376554174, + "TN": 197228, + "TP": 9520, + "n_pred": 10699, + "n_ref": 14585 + }, + "9": { + "Dice": 0.8921972820277905, + "FN": 267, + "FP": 1145, + "IoU": 0.8053756030323914, + "TN": 205737, + "TP": 5843, + "n_pred": 6988, + "n_ref": 6110 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0248.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0248.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9996640298097187, + "FN": 4, + "FP": 7, + "IoU": 0.9993282852955545, + "TN": 196616, + "TP": 16365, + "n_pred": 16372, + "n_ref": 16369 + }, + "10": { + "Dice": 0.607887323943662, + "FN": 516, + "FP": 876, + "IoU": 0.4366653176851477, + "TN": 210521, + "TP": 1079, + "n_pred": 1955, + "n_ref": 1595 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7378837858411571, + "FN": 766, + "FP": 267, + "IoU": 0.5846401286690792, + "TN": 210505, + "TP": 1454, + "n_pred": 1721, + "n_ref": 2220 + }, + "13": { + "Dice": 0.7512638454984379, + "FN": 3468, + "FP": 911, + "IoU": 0.6016193595342066, + "TN": 202000, + "TP": 6613, + "n_pred": 7524, + "n_ref": 10081 + }, + "14": { + "Dice": 0.8811744386873921, + "FN": 579, + "FP": 109, + "IoU": 0.787588761963569, + "TN": 209753, + "TP": 2551, + "n_pred": 2660, + "n_ref": 3130 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 781, + "IoU": 0.0, + "TN": 212211, + "TP": 0, + "n_pred": 781, + "n_ref": 0 + }, + "2": { + "Dice": 0.43478260869565216, + "FN": 104, + "FP": 0, + "IoU": 0.2777777777777778, + "TN": 212848, + "TP": 40, + "n_pred": 40, + "n_ref": 144 + }, + "3": { + "Dice": 0.9430191736429921, + "FN": 209, + "FP": 635, + "IoU": 0.8921819110884006, + "TN": 205164, + "TP": 6984, + "n_pred": 7619, + "n_ref": 7193 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 26, + "IoU": 0.0, + "TN": 212966, + "TP": 0, + "n_pred": 26, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9717983732114231, + "FN": 251, + "FP": 699, + "IoU": 0.9451437810370713, + "TN": 195674, + "TP": 16368, + "n_pred": 17067, + "n_ref": 16619 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 2565, + "IoU": 0.0, + "TN": 210427, + "TP": 0, + "n_pred": 2565, + "n_ref": 0 + }, + "8": { + "Dice": 0.6139954853273137, + "FN": 153, + "FP": 18, + "IoU": 0.44299674267100975, + "TN": 212685, + "TP": 136, + "n_pred": 154, + "n_ref": 289 + }, + "9": { + "Dice": 0.9326991676575506, + "FN": 46, + "FP": 520, + "IoU": 0.8738859180035651, + "TN": 208504, + "TP": 3922, + "n_pred": 4442, + "n_ref": 3968 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0279.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0279.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9734129772780511, + "FN": 4, + "FP": 450, + "IoU": 0.9482030804335425, + "TN": 204227, + "TP": 8311, + "n_pred": 8761, + "n_ref": 8315 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.7262343404568902, + "FN": 265, + "FP": 1221, + "IoU": 0.5701475267573041, + "TN": 209535, + "TP": 1971, + "n_pred": 3192, + "n_ref": 2236 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9009556907037359, + "FN": 90, + "FP": 1506, + "IoU": 0.8197628458498024, + "TN": 204137, + "TP": 7259, + "n_pred": 8765, + "n_ref": 7349 + }, + "15": { + "Dice": 0.8375318272929194, + "FN": 114, + "FP": 2885, + "IoU": 0.7204772112964861, + "TN": 202263, + "TP": 7730, + "n_pred": 10615, + "n_ref": 7844 + }, + "2": { + "Dice": 0.9239426393174804, + "FN": 307, + "FP": 112, + "IoU": 0.8586369770580297, + "TN": 210028, + "TP": 2545, + "n_pred": 2657, + "n_ref": 2852 + }, + "3": { + "Dice": 0.9854723085707036, + "FN": 101, + "FP": 128, + "IoU": 0.9713606803401701, + "TN": 204996, + "TP": 7767, + "n_pred": 7895, + "n_ref": 7868 + }, + "4": { + "Dice": 0.950066009163625, + "FN": 27, + "FP": 616, + "IoU": 0.9048816568047338, + "TN": 206232, + "TP": 6117, + "n_pred": 6733, + "n_ref": 6144 + }, + "5": { + "Dice": 0.7682119205298014, + "FN": 579, + "FP": 86, + "IoU": 0.6236559139784946, + "TN": 211225, + "TP": 1102, + "n_pred": 1188, + "n_ref": 1681 + }, + "6": { + "Dice": 0.9563690476190476, + "FN": 674, + "FP": 792, + "IoU": 0.9163862430844693, + "TN": 195459, + "TP": 16067, + "n_pred": 16859, + "n_ref": 16741 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 566, + "IoU": 0.0, + "TN": 212426, + "TP": 0, + "n_pred": 566, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.924476797088262, + "FN": 126, + "FP": 538, + "IoU": 0.8595600676818951, + "TN": 208264, + "TP": 4064, + "n_pred": 4602, + "n_ref": 4190 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0367.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0367.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.009227929867733005, + "FN": 2, + "FP": 3219, + "IoU": 0.0046353522867737945, + "TN": 193372, + "TP": 15, + "n_pred": 3234, + "n_ref": 17 + }, + "10": { + "Dice": 0.7359346988595187, + "FN": 5600, + "FP": 1323, + "IoU": 0.5821967410983705, + "TN": 180038, + "TP": 9647, + "n_pred": 10970, + "n_ref": 15247 + }, + "11": { + "Dice": 0.7839380350591113, + "FN": 282, + "FP": 778, + "IoU": 0.6446530338585317, + "TN": 193625, + "TP": 1923, + "n_pred": 2701, + "n_ref": 2205 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 196601, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "13": { + "Dice": 0.7277603933839965, + "FN": 103, + "FP": 506, + "IoU": 0.5720309205903021, + "TN": 195185, + "TP": 814, + "n_pred": 1320, + "n_ref": 917 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 670, + "IoU": 0.0, + "TN": 195938, + "TP": 0, + "n_pred": 670, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8959365708622399, + "FN": 34, + "FP": 71, + "IoU": 0.8114901256732495, + "TN": 196051, + "TP": 452, + "n_pred": 523, + "n_ref": 486 + }, + "3": { + "Dice": 0.9639704439939841, + "FN": 869, + "FP": 233, + "IoU": 0.9304468568543297, + "TN": 180764, + "TP": 14742, + "n_pred": 14975, + "n_ref": 15611 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8146319207750732, + "FN": 278, + "FP": 6629, + "IoU": 0.6872396305017207, + "TN": 174524, + "TP": 15177, + "n_pred": 21806, + "n_ref": 15455 + }, + "7": { + "Dice": 0.6672918770740153, + "FN": 9224, + "FP": 0, + "IoU": 0.5007036916747862, + "TN": 178134, + "TP": 9250, + "n_pred": 9250, + "n_ref": 18474 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.679680406755039, + "FN": 6802, + "FP": 254, + "IoU": 0.514784761380828, + "TN": 182066, + "TP": 7486, + "n_pred": 7740, + "n_ref": 14288 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0379.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0379.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9774025580102118, + "FN": 184, + "FP": 263, + "IoU": 0.9558038362665612, + "TN": 202878, + "TP": 9667, + "n_pred": 9930, + "n_ref": 9851 + }, + "10": { + "Dice": 0.8083393539064919, + "FN": 1639, + "FP": 218, + "IoU": 0.6783301576303482, + "TN": 207219, + "TP": 3916, + "n_pred": 4134, + "n_ref": 5555 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7562392426850258, + "FN": 2056, + "FP": 210, + "IoU": 0.6080262930288878, + "TN": 207211, + "TP": 3515, + "n_pred": 3725, + "n_ref": 5571 + }, + "14": { + "Dice": 0.7542035682197408, + "FN": 767, + "FP": 3063, + "IoU": 0.605398722439728, + "TN": 203286, + "TP": 5876, + "n_pred": 8939, + "n_ref": 6643 + }, + "15": { + "Dice": 0.638623326959847, + "FN": 304, + "FP": 74, + "IoU": 0.4691011235955056, + "TN": 212280, + "TP": 334, + "n_pred": 408, + "n_ref": 638 + }, + "2": { + "Dice": 0.9193275278180939, + "FN": 1978, + "FP": 690, + "IoU": 0.8506994963626189, + "TN": 195122, + "TP": 15202, + "n_pred": 15892, + "n_ref": 17180 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1874, + "IoU": 0.0, + "TN": 211118, + "TP": 0, + "n_pred": 1874, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.9435699162294026, + "FN": 123, + "FP": 490, + "IoU": 0.893168351341931, + "TN": 207254, + "TP": 5125, + "n_pred": 5615, + "n_ref": 5248 + }, + "6": { + "Dice": 0.8642433234421365, + "FN": 124, + "FP": 242, + "IoU": 0.7609405617243632, + "TN": 211461, + "TP": 1165, + "n_pred": 1407, + "n_ref": 1289 + }, + "7": { + "Dice": 0.7151532349602724, + "FN": 6800, + "FP": 3238, + "IoU": 0.5566058571491673, + "TN": 190353, + "TP": 12601, + "n_pred": 15839, + "n_ref": 19401 + }, + "8": { + "Dice": 0.9755035383777899, + "FN": 173, + "FP": 97, + "IoU": 0.9521785334750266, + "TN": 207346, + "TP": 5376, + "n_pred": 5473, + "n_ref": 5549 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0402.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0402.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8681000120787534, + "FN": 159, + "FP": 2025, + "IoU": 0.7669405613061573, + "TN": 203621, + "TP": 7187, + "n_pred": 9212, + "n_ref": 7346 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 24, + "IoU": 0.0, + "TN": 212968, + "TP": 0, + "n_pred": 24, + "n_ref": 0 + }, + "13": { + "Dice": 0.838063581351743, + "FN": 2697, + "FP": 1103, + "IoU": 0.7212645785960536, + "TN": 199359, + "TP": 9833, + "n_pred": 10936, + "n_ref": 12530 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7363382150812835, + "FN": 5472, + "FP": 91, + "IoU": 0.5827019728452479, + "TN": 199661, + "TP": 7768, + "n_pred": 7859, + "n_ref": 13240 + }, + "3": { + "Dice": 0.7337013549888225, + "FN": 12, + "FP": 5825, + "IoU": 0.5794062545035308, + "TN": 199114, + "TP": 8041, + "n_pred": 13866, + "n_ref": 8053 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8424556213017751, + "FN": 306, + "FP": 972, + "IoU": 0.7277955271565495, + "TN": 208297, + "TP": 3417, + "n_pred": 4389, + "n_ref": 3723 + }, + "6": { + "Dice": 0.7776604652856155, + "FN": 2232, + "FP": 3875, + "IoU": 0.6362065884315244, + "TN": 196205, + "TP": 10680, + "n_pred": 14555, + "n_ref": 12912 + }, + "7": { + "Dice": 0.5363017583664209, + "FN": 1199, + "FP": 2071, + "IoU": 0.3664018601046309, + "TN": 207831, + "TP": 1891, + "n_pred": 3962, + "n_ref": 3090 + }, + "8": { + "Dice": 0.9734923339011925, + "FN": 170, + "FP": 219, + "IoU": 0.9483536909187467, + "TN": 205460, + "TP": 7143, + "n_pred": 7362, + "n_ref": 7313 + }, + "9": { + "Dice": 0.7732632933104632, + "FN": 3977, + "FP": 253, + "IoU": 0.6303416936118151, + "TN": 201549, + "TP": 7213, + "n_pred": 7466, + "n_ref": 11190 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0403.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0403.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": 0.6532123867867331, + "FN": 804.0466666666667, + "FP": 741.688888888889, + "IoU": 0.5682238948028927, + "TN": 212247.49777777772, + "TP": 4113.966666666666, + "n_pred": 4855.655555555556, + "n_ref": 4918.013333333333 + }, + "mean": { + "1": { + "Dice": 0.5694833787453313, + "FN": 693.8, + "FP": 868.5, + "IoU": 0.5203826691714442, + "TN": 213062.53333333333, + "TP": 3282.366666666667, + "n_pred": 4150.866666666667, + "n_ref": 3976.1666666666665 + }, + "10": { + "Dice": 0.6539155215980968, + "FN": 879.5333333333333, + "FP": 895.1666666666666, + "IoU": 0.5425358823697556, + "TN": 212371.83333333334, + "TP": 3760.6666666666665, + "n_pred": 4655.833333333333, + "n_ref": 4640.2 + }, + "11": { + "Dice": 0.5763700291915494, + "FN": 182.33333333333334, + "FP": 190.43333333333334, + "IoU": 0.4561760858609142, + "TN": 217046.13333333333, + "TP": 488.3, + "n_pred": 678.7333333333333, + "n_ref": 670.6333333333333 + }, + "12": { + "Dice": 0.5109392156528841, + "FN": 240.03333333333333, + "FP": 126.93333333333334, + "IoU": 0.40878464823170635, + "TN": 217074.3, + "TP": 465.93333333333334, + "n_pred": 592.8666666666667, + "n_ref": 705.9666666666667 + }, + "13": { + "Dice": 0.5087065958176609, + "FN": 1522.8666666666666, + "FP": 1176.9, + "IoU": 0.4036675396033476, + "TN": 212043.43333333332, + "TP": 3164.0, + "n_pred": 4340.9, + "n_ref": 4686.866666666667 + }, + "14": { + "Dice": 0.684493071143005, + "FN": 798.4, + "FP": 1015.4333333333333, + "IoU": 0.5923127995776216, + "TN": 212148.16666666666, + "TP": 3945.2, + "n_pred": 4960.633333333333, + "n_ref": 4743.6 + }, + "15": { + "Dice": 0.6009041340744946, + "FN": 921.3333333333334, + "FP": 869.7333333333333, + "IoU": 0.4986774487566947, + "TN": 212843.73333333334, + "TP": 3272.4, + "n_pred": 4142.133333333333, + "n_ref": 4193.733333333334 + }, + "2": { + "Dice": 0.6419952805406003, + "FN": 443.5, + "FP": 862.2666666666667, + "IoU": 0.578572287499543, + "TN": 212666.16666666666, + "TP": 3935.266666666667, + "n_pred": 4797.533333333334, + "n_ref": 4378.766666666666 + }, + "3": { + "Dice": 0.7502215958527302, + "FN": 599.3666666666667, + "FP": 668.4, + "IoU": 0.6912339512539948, + "TN": 212478.16666666666, + "TP": 4161.266666666666, + "n_pred": 4829.666666666667, + "n_ref": 4760.633333333333 + }, + "4": { + "Dice": 0.5560088284152599, + "FN": 487.4, + "FP": 358.8, + "IoU": 0.49055810023278956, + "TN": 214725.1, + "TP": 2335.9, + "n_pred": 2694.7, + "n_ref": 2823.3 + }, + "5": { + "Dice": 0.6351186718813955, + "FN": 605.2333333333333, + "FP": 373.7, + "IoU": 0.5260240094636227, + "TN": 215245.3, + "TP": 1682.9666666666667, + "n_pred": 2056.6666666666665, + "n_ref": 2288.2 + }, + "6": { + "Dice": 0.8782437700162737, + "FN": 1674.2666666666667, + "FP": 2007.5, + "IoU": 0.7981564767433443, + "TN": 199534.7, + "TP": 14690.733333333334, + "n_pred": 16698.233333333334, + "n_ref": 16365.0 + }, + "7": { + "Dice": 0.6317219995688755, + "FN": 1848.1666666666667, + "FP": 686.4, + "IoU": 0.546301148777168, + "TN": 208975.4, + "TP": 6397.233333333334, + "n_pred": 7083.633333333333, + "n_ref": 8245.4 + }, + "8": { + "Dice": 0.8688624681674334, + "FN": 493.1, + "FP": 468.3, + "IoU": 0.8216352715178841, + "TN": 210323.16666666666, + "TP": 6622.633333333333, + "n_pred": 7090.933333333333, + "n_ref": 7115.733333333334 + }, + "9": { + "Dice": 0.731201241135407, + "FN": 671.3666666666667, + "FP": 556.8666666666667, + "IoU": 0.6483401029835599, + "TN": 213174.33333333334, + "TP": 3504.633333333333, + "n_pred": 4061.5, + "n_ref": 4176.0 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7195949000813817, + "FN": 395, + "FP": 2706, + "IoU": 0.5620056497175141, + "TN": 205912, + "TP": 3979, + "n_pred": 6685, + "n_ref": 4374 + }, + "11": { + "Dice": 0.2763018065887354, + "FN": 659, + "FP": 22, + "IoU": 0.16029593094944514, + "TN": 212181, + "TP": 130, + "n_pred": 152, + "n_ref": 789 + }, + "12": { + "Dice": 0.42678628644665173, + "FN": 1778, + "FP": 11, + "IoU": 0.27128309572301423, + "TN": 210537, + "TP": 666, + "n_pred": 677, + "n_ref": 2444 + }, + "13": { + "Dice": 0.7838827838827839, + "FN": 431, + "FP": 277, + "IoU": 0.6445783132530121, + "TN": 211000, + "TP": 1284, + "n_pred": 1561, + "n_ref": 1715 + }, + "14": { + "Dice": 0.7336956521739131, + "FN": 300, + "FP": 680, + "IoU": 0.5793991416309013, + "TN": 210662, + "TP": 1350, + "n_pred": 2030, + "n_ref": 1650 + }, + "15": { + "Dice": 0.7126022459448218, + "FN": 770, + "FP": 3376, + "IoU": 0.5535214301098428, + "TN": 203706, + "TP": 5140, + "n_pred": 8516, + "n_ref": 5910 + }, + "2": { + "Dice": 0.9240153085632276, + "FN": 1565, + "FP": 341, + "IoU": 0.858762504631345, + "TN": 199497, + "TP": 11589, + "n_pred": 11930, + "n_ref": 13154 + }, + "3": { + "Dice": 0.9318763078353871, + "FN": 402, + "FP": 184, + "IoU": 0.8724423160644319, + "TN": 208398, + "TP": 4008, + "n_pred": 4192, + "n_ref": 4410 + }, + "4": { + "Dice": 0.8612743581812558, + "FN": 1297, + "FP": 497, + "IoU": 0.7563493141382589, + "TN": 205629, + "TP": 5569, + "n_pred": 6066, + "n_ref": 6866 + }, + "5": { + "Dice": 0.7857442348008385, + "FN": 856, + "FP": 677, + "IoU": 0.6470994475138122, + "TN": 208648, + "TP": 2811, + "n_pred": 3488, + "n_ref": 3667 + }, + "6": { + "Dice": 0.874423134899469, + "FN": 2606, + "FP": 2809, + "IoU": 0.7768666556782594, + "TN": 188724, + "TP": 18853, + "n_pred": 21662, + "n_ref": 21459 + }, + "7": { + "Dice": 0.80800388852884, + "FN": 3668, + "FP": 1072, + "IoU": 0.6778578224819899, + "TN": 198278, + "TP": 9974, + "n_pred": 11046, + "n_ref": 13642 + }, + "8": { + "Dice": 0.8986077243766224, + "FN": 773, + "FP": 516, + "IoU": 0.8158834452221111, + "TN": 205991, + "TP": 5712, + "n_pred": 6228, + "n_ref": 6485 + }, + "9": { + "Dice": 0.5345934379457917, + "FN": 240, + "FP": 2370, + "IoU": 0.3648089559503529, + "TN": 208883, + "TP": 1499, + "n_pred": 3869, + "n_ref": 1739 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0016.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0016.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7540836876258671, + "FN": 548, + "FP": 551, + "IoU": 0.6052442528735632, + "TN": 210208, + "TP": 1685, + "n_pred": 2236, + "n_ref": 2233 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 212991, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "12": { + "Dice": 0.7266926621765332, + "FN": 100, + "FP": 671, + "IoU": 0.5707126948775055, + "TN": 211196, + "TP": 1025, + "n_pred": 1696, + "n_ref": 1125 + }, + "13": { + "Dice": 0.6343289861169541, + "FN": 5821, + "FP": 2871, + "IoU": 0.46448154765572053, + "TN": 196761, + "TP": 7539, + "n_pred": 10410, + "n_ref": 13360 + }, + "14": { + "Dice": 0.8101806877792889, + "FN": 1291, + "FP": 663, + "IoU": 0.6809274983670803, + "TN": 206868, + "TP": 4170, + "n_pred": 4833, + "n_ref": 5461 + }, + "15": { + "Dice": 0.7872837774661057, + "FN": 400, + "FP": 965, + "IoU": 0.6491904394757132, + "TN": 209101, + "TP": 2526, + "n_pred": 3491, + "n_ref": 2926 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9, + "FN": 3, + "FP": 19, + "IoU": 0.8181818181818182, + "TN": 212871, + "TP": 99, + "n_pred": 118, + "n_ref": 102 + }, + "4": { + "Dice": 0.869155576492757, + "FN": 405, + "FP": 706, + "IoU": 0.7685898771089357, + "TN": 208191, + "TP": 3690, + "n_pred": 4396, + "n_ref": 4095 + }, + "5": { + "Dice": 0.7407695902788597, + "FN": 2154, + "FP": 1174, + "IoU": 0.5882716813064456, + "TN": 204909, + "TP": 4755, + "n_pred": 5929, + "n_ref": 6909 + }, + "6": { + "Dice": 0.921054340063624, + "FN": 1934, + "FP": 498, + "IoU": 0.8536614718093748, + "TN": 196373, + "TP": 14187, + "n_pred": 14685, + "n_ref": 16121 + }, + "7": { + "Dice": 0.4827586206896552, + "FN": 1790, + "FP": 10, + "IoU": 0.3181818181818182, + "TN": 210352, + "TP": 840, + "n_pred": 850, + "n_ref": 2630 + }, + "8": { + "Dice": 0.9102781136638453, + "FN": 413, + "FP": 329, + "IoU": 0.8353306702174877, + "TN": 208486, + "TP": 3764, + "n_pred": 4093, + "n_ref": 4177 + }, + "9": { + "Dice": 0.8826975282183169, + "FN": 778, + "FP": 864, + "IoU": 0.7900255754475703, + "TN": 205172, + "TP": 6178, + "n_pred": 7042, + "n_ref": 6956 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0064.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0064.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 966, + "IoU": 0.0, + "TN": 228410, + "TP": 0, + "n_pred": 966, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 90, + "FP": 0, + "IoU": 0.0, + "TN": 229286, + "TP": 0, + "n_pred": 0, + "n_ref": 90 + }, + "11": { + "Dice": 0.48055987558320373, + "FN": 1212, + "FP": 124, + "IoU": 0.3162743091095189, + "TN": 227422, + "TP": 618, + "n_pred": 742, + "n_ref": 1830 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7447122479094933, + "FN": 323, + "FP": 196, + "IoU": 0.5932601880877743, + "TN": 228100, + "TP": 757, + "n_pred": 953, + "n_ref": 1080 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.26457073760580413, + "FN": 88, + "FP": 5994, + "IoU": 0.1524526198439242, + "TN": 222200, + "TP": 1094, + "n_pred": 7088, + "n_ref": 1182 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 480, + "IoU": 0.0, + "TN": 228896, + "TP": 0, + "n_pred": 480, + "n_ref": 0 + }, + "4": { + "Dice": 0.9206618582944421, + "FN": 588, + "FP": 534, + "IoU": 0.8529874213836478, + "TN": 221744, + "TP": 6510, + "n_pred": 7044, + "n_ref": 7098 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.955428846771603, + "FN": 1586, + "FP": 634, + "IoU": 0.9146613362035827, + "TN": 203362, + "TP": 23794, + "n_pred": 24428, + "n_ref": 25380 + }, + "7": { + "Dice": 0.9856745931512286, + "FN": 303, + "FP": 94, + "IoU": 0.9717538242618285, + "TN": 215321, + "TP": 13658, + "n_pred": 13752, + "n_ref": 13961 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7845176198729058, + "FN": 54, + "FP": 319, + "IoU": 0.6454372623574145, + "TN": 228324, + "TP": 679, + "n_pred": 998, + "n_ref": 733 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0072.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0072.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.75, + "FN": 229, + "FP": 775, + "IoU": 0.6, + "TN": 210482, + "TP": 1506, + "n_pred": 2281, + "n_ref": 1735 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8600077558030026, + "FN": 865, + "FP": 1662, + "IoU": 0.7543979006706191, + "TN": 202703, + "TP": 7762, + "n_pred": 9424, + "n_ref": 8627 + }, + "15": { + "Dice": 0.8081841432225064, + "FN": 216, + "FP": 9, + "IoU": 0.6781115879828327, + "TN": 212293, + "TP": 474, + "n_pred": 483, + "n_ref": 690 + }, + "2": { + "Dice": 0.9208947081287506, + "FN": 1016, + "FP": 144, + "IoU": 0.8533872598584429, + "TN": 205080, + "TP": 6752, + "n_pred": 6896, + "n_ref": 7768 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 130, + "IoU": 0.0, + "TN": 212862, + "TP": 0, + "n_pred": 130, + "n_ref": 0 + }, + "5": { + "Dice": 0.7918354627609847, + "FN": 378, + "FP": 2294, + "IoU": 0.6554036626257416, + "TN": 205238, + "TP": 5082, + "n_pred": 7376, + "n_ref": 5460 + }, + "6": { + "Dice": 0.8831673329268017, + "FN": 1087, + "FP": 4086, + "IoU": 0.7907785642062689, + "TN": 188267, + "TP": 19552, + "n_pred": 23638, + "n_ref": 20639 + }, + "7": { + "Dice": 0.8756807956429079, + "FN": 1696, + "FP": 404, + "IoU": 0.7788542544229149, + "TN": 203496, + "TP": 7396, + "n_pred": 7800, + "n_ref": 9092 + }, + "8": { + "Dice": 0.9441326530612245, + "FN": 870, + "FP": 444, + "IoU": 0.8941773375211404, + "TN": 200575, + "TP": 11103, + "n_pred": 11547, + "n_ref": 11973 + }, + "9": { + "Dice": 0.8743034055727554, + "FN": 64, + "FP": 139, + "IoU": 0.7766776677667767, + "TN": 212083, + "TP": 706, + "n_pred": 845, + "n_ref": 770 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0081.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0081.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6384673339791196, + "FN": 540, + "FP": 2819, + "IoU": 0.46893280632411066, + "TN": 190283, + "TP": 2966, + "n_pred": 5785, + "n_ref": 3506 + }, + "10": { + "Dice": 0.30952380952380953, + "FN": 56, + "FP": 2, + "IoU": 0.18309859154929578, + "TN": 196537, + "TP": 13, + "n_pred": 15, + "n_ref": 69 + }, + "11": { + "Dice": 0.7914270778881338, + "FN": 119, + "FP": 280, + "IoU": 0.6548442906574394, + "TN": 195452, + "TP": 757, + "n_pred": 1037, + "n_ref": 876 + }, + "12": { + "Dice": 0.0, + "FN": 387, + "FP": 0, + "IoU": 0.0, + "TN": 196221, + "TP": 0, + "n_pred": 0, + "n_ref": 387 + }, + "13": { + "Dice": 0.8940872222875279, + "FN": 314, + "FP": 587, + "IoU": 0.8084608843537415, + "TN": 191904, + "TP": 3803, + "n_pred": 4390, + "n_ref": 4117 + }, + "14": { + "Dice": 0.8871944992851793, + "FN": 1261, + "FP": 396, + "IoU": 0.7972592683225254, + "TN": 188435, + "TP": 6516, + "n_pred": 6912, + "n_ref": 7777 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 214, + "IoU": 0.0, + "TN": 196394, + "TP": 0, + "n_pred": 214, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9530343666188487, + "FN": 478, + "FP": 275, + "IoU": 0.9102823781722864, + "TN": 188215, + "TP": 7640, + "n_pred": 7915, + "n_ref": 8118 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9509038619556286, + "FN": 180, + "FP": 298, + "IoU": 0.9064029763070296, + "TN": 191501, + "TP": 4629, + "n_pred": 4927, + "n_ref": 4809 + }, + "7": { + "Dice": 0.9200965739250402, + "FN": 1387, + "FP": 3, + "IoU": 0.8520174598104971, + "TN": 187215, + "TP": 8003, + "n_pred": 8006, + "n_ref": 9390 + }, + "8": { + "Dice": 0.9161828197111805, + "FN": 809, + "FP": 317, + "IoU": 0.8453296703296703, + "TN": 189328, + "TP": 6154, + "n_pred": 6471, + "n_ref": 6963 + }, + "9": { + "Dice": 0.9366131399848762, + "FN": 1098, + "FP": 327, + "IoU": 0.8807830670124654, + "TN": 184655, + "TP": 10528, + "n_pred": 10855, + "n_ref": 11626 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0084.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0084.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 23, + "IoU": 0.0, + "TN": 229353, + "TP": 0, + "n_pred": 23, + "n_ref": 0 + }, + "10": { + "Dice": 0.772063550371935, + "FN": 5326, + "FP": 4602, + "IoU": 0.6287487846832698, + "TN": 202634, + "TP": 16814, + "n_pred": 21416, + "n_ref": 22140 + }, + "11": { + "Dice": 0.845674740484429, + "FN": 107, + "FP": 116, + "IoU": 0.7326139088729017, + "TN": 228542, + "TP": 611, + "n_pred": 727, + "n_ref": 718 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 177, + "IoU": 0.0, + "TN": 229199, + "TP": 0, + "n_pred": 177, + "n_ref": 0 + }, + "13": { + "Dice": 0.5153368230517098, + "FN": 5126, + "FP": 4781, + "IoU": 0.3471068933702386, + "TN": 214202, + "TP": 5267, + "n_pred": 10048, + "n_ref": 10393 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 144, + "IoU": 0.0, + "TN": 229232, + "TP": 0, + "n_pred": 144, + "n_ref": 0 + }, + "2": { + "Dice": 0.9260273972602739, + "FN": 674, + "FP": 271, + "IoU": 0.8622448979591837, + "TN": 222516, + "TP": 5915, + "n_pred": 6186, + "n_ref": 6589 + }, + "3": { + "Dice": 0.8993388583667008, + "FN": 1049, + "FP": 32, + "IoU": 0.8170896785109983, + "TN": 223466, + "TP": 4829, + "n_pred": 4861, + "n_ref": 5878 + }, + "4": { + "Dice": 0.0, + "FN": 1464, + "FP": 0, + "IoU": 0.0, + "TN": 227912, + "TP": 0, + "n_pred": 0, + "n_ref": 1464 + }, + "5": { + "Dice": 0.6935704514363885, + "FN": 557, + "FP": 2131, + "IoU": 0.5308900523560209, + "TN": 223646, + "TP": 3042, + "n_pred": 5173, + "n_ref": 3599 + }, + "6": { + "Dice": 0.8745087410218186, + "FN": 511, + "FP": 1341, + "IoU": 0.777001806140879, + "TN": 221071, + "TP": 6453, + "n_pred": 7794, + "n_ref": 6964 + }, + "7": { + "Dice": 0.3939393939393939, + "FN": 144, + "FP": 696, + "IoU": 0.24528301886792453, + "TN": 228263, + "TP": 273, + "n_pred": 969, + "n_ref": 417 + }, + "8": { + "Dice": 0.8247647263855001, + "FN": 1217, + "FP": 2805, + "IoU": 0.7017869059093942, + "TN": 215889, + "TP": 9465, + "n_pred": 12270, + "n_ref": 10682 + }, + "9": { + "Dice": 0.8232063165121868, + "FN": 3101, + "FP": 1019, + "IoU": 0.6995332555425904, + "TN": 215664, + "TP": 9592, + "n_pred": 10611, + "n_ref": 12693 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0102.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0102.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.810868084462272, + "FN": 2274, + "FP": 225, + "IoU": 0.6818991853360489, + "TN": 205136, + "TP": 5357, + "n_pred": 5582, + "n_ref": 7631 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 212988, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "13": { + "Dice": 0.6996852741427861, + "FN": 585, + "FP": 1228, + "IoU": 0.5380891719745223, + "TN": 209067, + "TP": 2112, + "n_pred": 3340, + "n_ref": 2697 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 108, + "IoU": 0.0, + "TN": 212884, + "TP": 0, + "n_pred": 108, + "n_ref": 0 + }, + "3": { + "Dice": 0.9832695232600829, + "FN": 318, + "FP": 320, + "IoU": 0.9670896523264211, + "TN": 193606, + "TP": 18748, + "n_pred": 19068, + "n_ref": 19066 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8642595978062158, + "FN": 197, + "FP": 397, + "IoU": 0.7609657947686117, + "TN": 210507, + "TP": 1891, + "n_pred": 2288, + "n_ref": 2088 + }, + "6": { + "Dice": 0.9599835548855694, + "FN": 584, + "FP": 0, + "IoU": 0.9230465146923178, + "TN": 205403, + "TP": 7005, + "n_pred": 7005, + "n_ref": 7589 + }, + "7": { + "Dice": 0.8797210923881464, + "FN": 511, + "FP": 317, + "IoU": 0.7852697095435685, + "TN": 209136, + "TP": 3028, + "n_pred": 3345, + "n_ref": 3539 + }, + "8": { + "Dice": 0.9759138938111177, + "FN": 169, + "FP": 198, + "IoU": 0.9529607792873622, + "TN": 205190, + "TP": 7435, + "n_pred": 7633, + "n_ref": 7604 + }, + "9": { + "Dice": 0.9681610247026532, + "FN": 315, + "FP": 33, + "IoU": 0.938286930306792, + "TN": 207353, + "TP": 5291, + "n_pred": 5324, + "n_ref": 5606 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0104.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0104.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8607325194228634, + "FN": 105, + "FP": 3032, + "IoU": 0.7555139895565427, + "TN": 216545, + "TP": 9694, + "n_pred": 12726, + "n_ref": 9799 + }, + "10": { + "Dice": 0.7509811616954474, + "FN": 1464, + "FP": 1074, + "IoU": 0.6012568735271013, + "TN": 223011, + "TP": 3827, + "n_pred": 4901, + "n_ref": 5291 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6854246405296369, + "FN": 2276, + "FP": 765, + "IoU": 0.5214038401007239, + "TN": 223022, + "TP": 3313, + "n_pred": 4078, + "n_ref": 5589 + }, + "14": { + "Dice": 0.5219655952299362, + "FN": 4498, + "FP": 2477, + "IoU": 0.353148474450524, + "TN": 218593, + "TP": 3808, + "n_pred": 6285, + "n_ref": 8306 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 99, + "IoU": 0.0, + "TN": 229277, + "TP": 0, + "n_pred": 99, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7815187454330842, + "FN": 1148, + "FP": 2739, + "IoU": 0.6413875818802472, + "TN": 218537, + "TP": 6952, + "n_pred": 9691, + "n_ref": 8100 + }, + "7": { + "Dice": 0.8998940054175009, + "FN": 1625, + "FP": 75, + "IoU": 0.8180066374049888, + "TN": 220035, + "TP": 7641, + "n_pred": 7716, + "n_ref": 9266 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0109.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0109.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5790453931271227, + "FN": 206, + "FP": 11321, + "IoU": 0.40750449755846824, + "TN": 177153, + "TP": 7928, + "n_pred": 19249, + "n_ref": 8134 + }, + "10": { + "Dice": 0.7466958163569513, + "FN": 2501, + "FP": 2597, + "IoU": 0.5957817951157628, + "TN": 183996, + "TP": 7514, + "n_pred": 10111, + "n_ref": 10015 + }, + "11": { + "Dice": 0.7498081350729087, + "FN": 265, + "FP": 387, + "IoU": 0.5997544505831799, + "TN": 194979, + "TP": 977, + "n_pred": 1364, + "n_ref": 1242 + }, + "12": { + "Dice": 0.7948523845571537, + "FN": 457, + "FP": 85, + "IoU": 0.6595477386934674, + "TN": 195016, + "TP": 1050, + "n_pred": 1135, + "n_ref": 1507 + }, + "13": { + "Dice": 0.7681131073793623, + "FN": 6178, + "FP": 2121, + "IoU": 0.6235256759208855, + "TN": 174564, + "TP": 13745, + "n_pred": 15866, + "n_ref": 19923 + }, + "14": { + "Dice": 0.9196428571428571, + "FN": 4, + "FP": 14, + "IoU": 0.8512396694214877, + "TN": 196487, + "TP": 103, + "n_pred": 117, + "n_ref": 107 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7581289218482601, + "FN": 901, + "FP": 3339, + "IoU": 0.6104731281580156, + "TN": 185723, + "TP": 6645, + "n_pred": 9984, + "n_ref": 7546 + }, + "3": { + "Dice": 0.8219458438287154, + "FN": 4033, + "FP": 491, + "IoU": 0.6977148202592544, + "TN": 181642, + "TP": 10442, + "n_pred": 10933, + "n_ref": 14475 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 63, + "IoU": 0.0, + "TN": 196545, + "TP": 0, + "n_pred": 63, + "n_ref": 0 + }, + "5": { + "Dice": 0.7367606069990709, + "FN": 1606, + "FP": 94, + "IoU": 0.5832311841137534, + "TN": 192529, + "TP": 2379, + "n_pred": 2473, + "n_ref": 3985 + }, + "6": { + "Dice": 0.580557800248979, + "FN": 17380, + "FP": 1825, + "IoU": 0.4090041851304776, + "TN": 164112, + "TP": 13291, + "n_pred": 15116, + "n_ref": 30671 + }, + "7": { + "Dice": 0.35352789065386037, + "FN": 2139, + "FP": 1361, + "IoU": 0.2147184204621943, + "TN": 192151, + "TP": 957, + "n_pred": 2318, + "n_ref": 3096 + }, + "8": { + "Dice": 0.9401225215730189, + "FN": 50, + "FP": 859, + "IoU": 0.8870105655686762, + "TN": 188563, + "TP": 7136, + "n_pred": 7995, + "n_ref": 7186 + }, + "9": { + "Dice": 0.9319360863249637, + "FN": 137, + "FP": 519, + "IoU": 0.8725471148241695, + "TN": 191461, + "TP": 4491, + "n_pred": 5010, + "n_ref": 4628 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0127.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0127.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9036564132327336, + "FN": 1531, + "FP": 129, + "IoU": 0.8242456326098465, + "TN": 203547, + "TP": 7785, + "n_pred": 7914, + "n_ref": 9316 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7711607389026743, + "FN": 819, + "FP": 841, + "IoU": 0.6275521651334979, + "TN": 208535, + "TP": 2797, + "n_pred": 3638, + "n_ref": 3616 + }, + "14": { + "Dice": 0.06135188157660068, + "FN": 221, + "FP": 5042, + "IoU": 0.03164673413063478, + "TN": 207557, + "TP": 172, + "n_pred": 5214, + "n_ref": 393 + }, + "15": { + "Dice": 0.944943494639235, + "FN": 139, + "FP": 621, + "IoU": 0.8956330678385059, + "TN": 205710, + "TP": 6522, + "n_pred": 7143, + "n_ref": 6661 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 327, + "IoU": 0.0, + "TN": 212665, + "TP": 0, + "n_pred": 327, + "n_ref": 0 + }, + "5": { + "Dice": 0.8012242268041238, + "FN": 735, + "FP": 1733, + "IoU": 0.6683687180865359, + "TN": 205550, + "TP": 4974, + "n_pred": 6707, + "n_ref": 5709 + }, + "6": { + "Dice": 0.9342634273736298, + "FN": 306, + "FP": 1607, + "IoU": 0.8766363577739086, + "TN": 197485, + "TP": 13594, + "n_pred": 15201, + "n_ref": 13900 + }, + "7": { + "Dice": 0.7093596059113301, + "FN": 758, + "FP": 481, + "IoU": 0.549618320610687, + "TN": 210241, + "TP": 1512, + "n_pred": 1993, + "n_ref": 2270 + }, + "8": { + "Dice": 0.9466370742063109, + "FN": 1239, + "FP": 420, + "IoU": 0.8986808354708684, + "TN": 196618, + "TP": 14715, + "n_pred": 15135, + "n_ref": 15954 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 212991, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0142.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0142.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7213750789497428, + "FN": 3974, + "FP": 2202, + "IoU": 0.5641803683579141, + "TN": 182437, + "TP": 7995, + "n_pred": 10197, + "n_ref": 11969 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.38181818181818183, + "FN": 979, + "FP": 653, + "IoU": 0.23595505617977527, + "TN": 194472, + "TP": 504, + "n_pred": 1157, + "n_ref": 1483 + }, + "13": { + "Dice": 0.6631723814822407, + "FN": 8400, + "FP": 3103, + "IoU": 0.49607920445086956, + "TN": 173781, + "TP": 11324, + "n_pred": 14427, + "n_ref": 19724 + }, + "14": { + "Dice": 0.8919098143236074, + "FN": 909, + "FP": 721, + "IoU": 0.8049072411729503, + "TN": 188253, + "TP": 6725, + "n_pred": 7446, + "n_ref": 7634 + }, + "15": { + "Dice": 0.4570751098402957, + "FN": 2090, + "FP": 5695, + "IoU": 0.2962393780509854, + "TN": 185546, + "TP": 3277, + "n_pred": 8972, + "n_ref": 5367 + }, + "2": { + "Dice": 0.002531645569620253, + "FN": 4, + "FP": 6300, + "IoU": 0.0012674271229404308, + "TN": 190296, + "TP": 8, + "n_pred": 6308, + "n_ref": 12 + }, + "3": { + "Dice": 0.7179282868525897, + "FN": 5950, + "FP": 422, + "IoU": 0.559975139838409, + "TN": 182127, + "TP": 8109, + "n_pred": 8531, + "n_ref": 14059 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 40, + "IoU": 0.0, + "TN": 196568, + "TP": 0, + "n_pred": 40, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7998006727295378, + "FN": 124, + "FP": 1483, + "IoU": 0.6663898692132032, + "TN": 191791, + "TP": 3210, + "n_pred": 4693, + "n_ref": 3334 + }, + "7": { + "Dice": 0.0, + "FN": 481, + "FP": 3618, + "IoU": 0.0, + "TN": 192509, + "TP": 0, + "n_pred": 3618, + "n_ref": 481 + }, + "8": { + "Dice": 0.9038461538461539, + "FN": 11, + "FP": 59, + "IoU": 0.8245614035087719, + "TN": 196209, + "TP": 329, + "n_pred": 388, + "n_ref": 340 + }, + "9": { + "Dice": 0.8876601483479434, + "FN": 303, + "FP": 530, + "IoU": 0.7980116391852571, + "TN": 192484, + "TP": 3291, + "n_pred": 3821, + "n_ref": 3594 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0173.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0173.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.942763088032282, + "FN": 377, + "FP": 162, + "IoU": 0.8917235837685817, + "TN": 224398, + "TP": 4439, + "n_pred": 4601, + "n_ref": 4816 + }, + "10": { + "Dice": 0.626984126984127, + "FN": 554, + "FP": 10, + "IoU": 0.45664739884393063, + "TN": 228338, + "TP": 474, + "n_pred": 484, + "n_ref": 1028 + }, + "11": { + "Dice": 0.719476130122518, + "FN": 369, + "FP": 959, + "IoU": 0.5618607720224348, + "TN": 226345, + "TP": 1703, + "n_pred": 2662, + "n_ref": 2072 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 101, + "IoU": 0.0, + "TN": 229275, + "TP": 0, + "n_pred": 101, + "n_ref": 0 + }, + "13": { + "Dice": 0.852511125238398, + "FN": 190, + "FP": 1666, + "IoU": 0.7429362880886426, + "TN": 222156, + "TP": 5364, + "n_pred": 7030, + "n_ref": 5554 + }, + "14": { + "Dice": 0.5522388059701493, + "FN": 791, + "FP": 3949, + "IoU": 0.38144329896907214, + "TN": 221713, + "TP": 2923, + "n_pred": 6872, + "n_ref": 3714 + }, + "15": { + "Dice": 0.8020349480203495, + "FN": 415, + "FP": 2270, + "IoU": 0.6694977843426884, + "TN": 221252, + "TP": 5439, + "n_pred": 7709, + "n_ref": 5854 + }, + "2": { + "Dice": 0.8921867776236708, + "FN": 549, + "FP": 1783, + "IoU": 0.8053584842667557, + "TN": 217395, + "TP": 9649, + "n_pred": 11432, + "n_ref": 10198 + }, + "3": { + "Dice": 0.9834240774349667, + "FN": 209, + "FP": 65, + "IoU": 0.9673887169721495, + "TN": 220974, + "TP": 8128, + "n_pred": 8193, + "n_ref": 8337 + }, + "4": { + "Dice": 0.9224376731301939, + "FN": 328, + "FP": 624, + "IoU": 0.8560411311053985, + "TN": 222763, + "TP": 5661, + "n_pred": 6285, + "n_ref": 5989 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.872547809993831, + "FN": 1527, + "FP": 539, + "IoU": 0.7739111402932808, + "TN": 220238, + "TP": 7072, + "n_pred": 7611, + "n_ref": 8599 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 2350, + "IoU": 0.0, + "TN": 227026, + "TP": 0, + "n_pred": 2350, + "n_ref": 0 + }, + "8": { + "Dice": 0.9410320666905334, + "FN": 2032, + "FP": 274, + "IoU": 0.8886313145948035, + "TN": 208670, + "TP": 18400, + "n_pred": 18674, + "n_ref": 20432 + }, + "9": { + "Dice": 0.23189899510435455, + "FN": 5860, + "FP": 102, + "IoU": 0.1311570970562518, + "TN": 222514, + "TP": 900, + "n_pred": 1002, + "n_ref": 6760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0181.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0181.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9549379384781436, + "FN": 58, + "FP": 276, + "IoU": 0.9137619416473018, + "TN": 209119, + "TP": 3539, + "n_pred": 3815, + "n_ref": 3597 + }, + "10": { + "Dice": 0.4827586206896552, + "FN": 7, + "FP": 8, + "IoU": 0.3181818181818182, + "TN": 212970, + "TP": 7, + "n_pred": 15, + "n_ref": 14 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 109, + "IoU": 0.0, + "TN": 212883, + "TP": 0, + "n_pred": 109, + "n_ref": 0 + }, + "12": { + "Dice": 0.5447209145931405, + "FN": 620, + "FP": 57, + "IoU": 0.37430683918669133, + "TN": 211910, + "TP": 405, + "n_pred": 462, + "n_ref": 1025 + }, + "13": { + "Dice": 0.20558616758502754, + "FN": 54, + "FP": 4127, + "IoU": 0.114570097416349, + "TN": 208270, + "TP": 541, + "n_pred": 4668, + "n_ref": 595 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 2936, + "IoU": 0.0, + "TN": 210056, + "TP": 0, + "n_pred": 2936, + "n_ref": 0 + }, + "15": { + "Dice": 0.7849070036486607, + "FN": 4441, + "FP": 393, + "IoU": 0.6459645525120844, + "TN": 199338, + "TP": 8820, + "n_pred": 9213, + "n_ref": 13261 + }, + "2": { + "Dice": 0.914016393442623, + "FN": 548, + "FP": 1550, + "IoU": 0.8416484262963243, + "TN": 199743, + "TP": 11151, + "n_pred": 12701, + "n_ref": 11699 + }, + "3": { + "Dice": 0.7516688918558078, + "FN": 151, + "FP": 221, + "IoU": 0.6021390374331551, + "TN": 212057, + "TP": 563, + "n_pred": 784, + "n_ref": 714 + }, + "4": { + "Dice": 0.6677274699840879, + "FN": 4307, + "FP": 287, + "IoU": 0.5011943539630836, + "TN": 203782, + "TP": 4616, + "n_pred": 4903, + "n_ref": 8923 + }, + "5": { + "Dice": 0.752157829839704, + "FN": 44, + "FP": 358, + "IoU": 0.6027667984189723, + "TN": 211980, + "TP": 610, + "n_pred": 968, + "n_ref": 654 + }, + "6": { + "Dice": 0.8941751624634829, + "FN": 1170, + "FP": 605, + "IoU": 0.8086047013155058, + "TN": 203718, + "TP": 7499, + "n_pred": 8104, + "n_ref": 8669 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9242377579303973, + "FN": 331, + "FP": 653, + "IoU": 0.8591468651588892, + "TN": 206006, + "TP": 6002, + "n_pred": 6655, + "n_ref": 6333 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0185.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0185.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9868400315208826, + "FN": 55, + "FP": 279, + "IoU": 0.9740219335770397, + "TN": 216519, + "TP": 12523, + "n_pred": 12802, + "n_ref": 12578 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.7151015228426396, + "FN": 524, + "FP": 374, + "IoU": 0.5565432098765432, + "TN": 227351, + "TP": 1127, + "n_pred": 1501, + "n_ref": 1651 + }, + "12": { + "Dice": 0.8586781300376142, + "FN": 164, + "FP": 625, + "IoU": 0.7523540489642184, + "TN": 226190, + "TP": 2397, + "n_pred": 3022, + "n_ref": 2561 + }, + "13": { + "Dice": 0.0, + "FN": 12, + "FP": 7, + "IoU": 0.0, + "TN": 229357, + "TP": 0, + "n_pred": 7, + "n_ref": 12 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 2468, + "IoU": 0.0, + "TN": 226908, + "TP": 0, + "n_pred": 2468, + "n_ref": 0 + }, + "3": { + "Dice": 0.8818367027111738, + "FN": 2731, + "FP": 285, + "IoU": 0.7886475122634898, + "TN": 215106, + "TP": 11254, + "n_pred": 11539, + "n_ref": 13985 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.83721698892745, + "FN": 866, + "FP": 119, + "IoU": 0.7200113700966458, + "TN": 225858, + "TP": 2533, + "n_pred": 2652, + "n_ref": 3399 + }, + "6": { + "Dice": 0.9178461693446834, + "FN": 302, + "FP": 1329, + "IoU": 0.8481660770806181, + "TN": 218634, + "TP": 9111, + "n_pred": 10440, + "n_ref": 9413 + }, + "7": { + "Dice": 0.9101484155635781, + "FN": 393, + "FP": 55, + "IoU": 0.8351122561648877, + "TN": 226659, + "TP": 2269, + "n_pred": 2324, + "n_ref": 2662 + }, + "8": { + "Dice": 0.9457546330878953, + "FN": 691, + "FP": 834, + "IoU": 0.8970915716310143, + "TN": 214557, + "TP": 13294, + "n_pred": 14128, + "n_ref": 13985 + }, + "9": { + "Dice": 0.8876776328596457, + "FN": 402, + "FP": 175, + "IoU": 0.7980399019950998, + "TN": 226519, + "TP": 2280, + "n_pred": 2455, + "n_ref": 2682 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0217.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0217.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 93, + "IoU": 0.0, + "TN": 196515, + "TP": 0, + "n_pred": 93, + "n_ref": 0 + }, + "10": { + "Dice": 0.8723849372384938, + "FN": 83, + "FP": 161, + "IoU": 0.7736549165120594, + "TN": 195530, + "TP": 834, + "n_pred": 995, + "n_ref": 917 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 753, + "IoU": 0.0, + "TN": 195855, + "TP": 0, + "n_pred": 753, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 19, + "IoU": 0.0, + "TN": 196589, + "TP": 0, + "n_pred": 19, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9695652173913043, + "FN": 405, + "FP": 365, + "IoU": 0.9409282700421941, + "TN": 183573, + "TP": 12265, + "n_pred": 12630, + "n_ref": 12670 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.4553151458137347, + "FN": 2230, + "FP": 86, + "IoU": 0.29476248477466505, + "TN": 193324, + "TP": 968, + "n_pred": 1054, + "n_ref": 3198 + }, + "7": { + "Dice": 0.9699953029591357, + "FN": 309, + "FP": 1288, + "IoU": 0.9417387180329065, + "TN": 169197, + "TP": 25814, + "n_pred": 27102, + "n_ref": 26123 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 196605, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "9": { + "Dice": 0.7032490974729242, + "FN": 290, + "FP": 1765, + "IoU": 0.5423162583518931, + "TN": 192118, + "TP": 2435, + "n_pred": 4200, + "n_ref": 2725 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0226.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0226.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.967881854797067, + "FN": 214, + "FP": 97, + "IoU": 0.9377626575945567, + "TN": 224379, + "TP": 4686, + "n_pred": 4783, + "n_ref": 4900 + }, + "10": { + "Dice": 0.9121512005191434, + "FN": 1515, + "FP": 651, + "IoU": 0.8384907911416002, + "TN": 215965, + "TP": 11245, + "n_pred": 11896, + "n_ref": 12760 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5991228070175438, + "FN": 3507, + "FP": 149, + "IoU": 0.4276768941765811, + "TN": 222988, + "TP": 2732, + "n_pred": 2881, + "n_ref": 6239 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9638537071296428, + "FN": 259, + "FP": 249, + "IoU": 0.9302293640983381, + "TN": 222095, + "TP": 6773, + "n_pred": 7022, + "n_ref": 7032 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8861476540081243, + "FN": 2213, + "FP": 842, + "IoU": 0.7955701284796574, + "TN": 214432, + "TP": 11889, + "n_pred": 12731, + "n_ref": 14102 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 11, + "IoU": 0.0, + "TN": 229365, + "TP": 0, + "n_pred": 11, + "n_ref": 0 + }, + "8": { + "Dice": 0.9394190871369295, + "FN": 222, + "FP": 70, + "IoU": 0.8857589984350548, + "TN": 226820, + "TP": 2264, + "n_pred": 2334, + "n_ref": 2486 + }, + "9": { + "Dice": 0.9023619678050249, + "FN": 713, + "FP": 1234, + "IoU": 0.8220942982456141, + "TN": 218432, + "TP": 8997, + "n_pred": 10231, + "n_ref": 9710 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0242.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0242.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 23, + "IoU": 0.0, + "TN": 212969, + "TP": 0, + "n_pred": 23, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.7867852604828462, + "FN": 385, + "FP": 454, + "IoU": 0.6485127775450356, + "TN": 210605, + "TP": 1548, + "n_pred": 2002, + "n_ref": 1933 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6759002770083102, + "FN": 0, + "FP": 117, + "IoU": 0.5104602510460251, + "TN": 212753, + "TP": 122, + "n_pred": 239, + "n_ref": 122 + }, + "14": { + "Dice": 0.8304579905039959, + "FN": 2589, + "FP": 3160, + "IoU": 0.7100711079731706, + "TN": 193163, + "TP": 14080, + "n_pred": 17240, + "n_ref": 16669 + }, + "15": { + "Dice": 0.8318936877076412, + "FN": 1139, + "FP": 379, + "IoU": 0.7121729237770194, + "TN": 207718, + "TP": 3756, + "n_pred": 4135, + "n_ref": 4895 + }, + "2": { + "Dice": 0.9327701513551566, + "FN": 1590, + "FP": 511, + "IoU": 0.8740105540897097, + "TN": 196316, + "TP": 14575, + "n_pred": 15086, + "n_ref": 16165 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 302, + "IoU": 0.0, + "TN": 212690, + "TP": 0, + "n_pred": 302, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 30, + "IoU": 0.0, + "TN": 212962, + "TP": 0, + "n_pred": 30, + "n_ref": 0 + }, + "6": { + "Dice": 0.9228743453918602, + "FN": 721, + "FP": 6952, + "IoU": 0.8567935796939157, + "TN": 159412, + "TP": 45907, + "n_pred": 52859, + "n_ref": 46628 + }, + "7": { + "Dice": 0.0, + "FN": 13683, + "FP": 0, + "IoU": 0.0, + "TN": 199309, + "TP": 0, + "n_pred": 0, + "n_ref": 13683 + }, + "8": { + "Dice": 0.9708165025189488, + "FN": 442, + "FP": 201, + "IoU": 0.9432880578585289, + "TN": 201654, + "TP": 10695, + "n_pred": 10896, + "n_ref": 11137 + }, + "9": { + "Dice": 0.8876341050254094, + "FN": 45, + "FP": 154, + "IoU": 0.7979695431472081, + "TN": 212007, + "TP": 786, + "n_pred": 940, + "n_ref": 831 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0264.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0264.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9462227912932138, + "FN": 194, + "FP": 394, + "IoU": 0.8979343863912516, + "TN": 190847, + "TP": 5173, + "n_pred": 5567, + "n_ref": 5367 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 559, + "IoU": 0.0, + "TN": 196049, + "TP": 0, + "n_pred": 559, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 71, + "IoU": 0.0, + "TN": 196537, + "TP": 0, + "n_pred": 71, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1955, + "IoU": 0.0, + "TN": 194653, + "TP": 0, + "n_pred": 1955, + "n_ref": 0 + }, + "14": { + "Dice": 0.9532910775231594, + "FN": 341, + "FP": 138, + "IoU": 0.9107508850381963, + "TN": 191241, + "TP": 4888, + "n_pred": 5026, + "n_ref": 5229 + }, + "15": { + "Dice": 0.8526117647058824, + "FN": 167, + "FP": 2965, + "IoU": 0.7430891641374785, + "TN": 184417, + "TP": 9059, + "n_pred": 12024, + "n_ref": 9226 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9446401610468043, + "FN": 717, + "FP": 383, + "IoU": 0.8950882212684788, + "TN": 186123, + "TP": 9385, + "n_pred": 9768, + "n_ref": 10102 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0014436958614051972, + "FN": 4150, + "FP": 0, + "IoU": 0.0007223693715386468, + "TN": 192455, + "TP": 3, + "n_pred": 3, + "n_ref": 4153 + }, + "6": { + "Dice": 0.9632603519910369, + "FN": 108, + "FP": 679, + "IoU": 0.9291246397694525, + "TN": 185504, + "TP": 10317, + "n_pred": 10996, + "n_ref": 10425 + }, + "7": { + "Dice": 0.85486624928856, + "FN": 34, + "FP": 986, + "IoU": 0.7465208747514911, + "TN": 192584, + "TP": 3004, + "n_pred": 3990, + "n_ref": 3038 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 12, + "IoU": 0.0, + "TN": 196596, + "TP": 0, + "n_pred": 12, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0274.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0274.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9165402124430956, + "FN": 152, + "FP": 13, + "IoU": 0.84593837535014, + "TN": 195537, + "TP": 906, + "n_pred": 919, + "n_ref": 1058 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 181, + "FP": 18, + "IoU": 0.0, + "TN": 196409, + "TP": 0, + "n_pred": 18, + "n_ref": 181 + }, + "14": { + "Dice": 0.8776815630303294, + "FN": 414, + "FP": 2397, + "IoU": 0.7820254342431762, + "TN": 183712, + "TP": 10085, + "n_pred": 12482, + "n_ref": 10499 + }, + "15": { + "Dice": 0.10719850420691804, + "FN": 58, + "FP": 5672, + "IoU": 0.05663483701020744, + "TN": 190534, + "TP": 344, + "n_pred": 6016, + "n_ref": 402 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8778331457964957, + "FN": 1393, + "FP": 127, + "IoU": 0.7822661509812348, + "TN": 189627, + "TP": 5461, + "n_pred": 5588, + "n_ref": 6854 + }, + "5": { + "Dice": 0.17098584023510552, + "FN": 3050, + "FP": 53, + "IoU": 0.09348524685948, + "TN": 193185, + "TP": 320, + "n_pred": 373, + "n_ref": 3370 + }, + "6": { + "Dice": 0.8604736456041078, + "FN": 143, + "FP": 5183, + "IoU": 0.75511517770932, + "TN": 174859, + "TP": 16423, + "n_pred": 21606, + "n_ref": 16566 + }, + "7": { + "Dice": 0.9347908164182593, + "FN": 2764, + "FP": 863, + "IoU": 0.8775654874426141, + "TN": 166984, + "TP": 25997, + "n_pred": 26860, + "n_ref": 28761 + }, + "8": { + "Dice": 0.9469917616709661, + "FN": 69, + "FP": 568, + "IoU": 0.8993203730045836, + "TN": 190281, + "TP": 5690, + "n_pred": 6258, + "n_ref": 5759 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 468, + "IoU": 0.0, + "TN": 196140, + "TP": 0, + "n_pred": 468, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0281.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0281.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8955593803786575, + "FN": 951, + "FP": 566, + "IoU": 0.8108714624111707, + "TN": 221355, + "TP": 6504, + "n_pred": 7070, + "n_ref": 7455 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7927927927927928, + "FN": 69, + "FP": 0, + "IoU": 0.6567164179104478, + "TN": 229175, + "TP": 132, + "n_pred": 132, + "n_ref": 201 + }, + "13": { + "Dice": 0.34228385954558865, + "FN": 243, + "FP": 1986, + "IoU": 0.20647917408330366, + "TN": 226567, + "TP": 580, + "n_pred": 2566, + "n_ref": 823 + }, + "14": { + "Dice": 0.8630871263741255, + "FN": 407, + "FP": 1100, + "IoU": 0.7591497522774493, + "TN": 223119, + "TP": 4750, + "n_pred": 5850, + "n_ref": 5157 + }, + "15": { + "Dice": 0.49853647113921085, + "FN": 4148, + "FP": 135, + "IoU": 0.33203368683718026, + "TN": 222964, + "TP": 2129, + "n_pred": 2264, + "n_ref": 6277 + }, + "2": { + "Dice": 0.728402566700439, + "FN": 3964, + "FP": 57, + "IoU": 0.5728248167428025, + "TN": 219963, + "TP": 5392, + "n_pred": 5449, + "n_ref": 9356 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3636, + "IoU": 0.0, + "TN": 225740, + "TP": 0, + "n_pred": 3636, + "n_ref": 0 + }, + "4": { + "Dice": 0.8966613672496025, + "FN": 631, + "FP": 1254, + "IoU": 0.8126801152737753, + "TN": 219313, + "TP": 8178, + "n_pred": 9432, + "n_ref": 8809 + }, + "5": { + "Dice": 0.5626911314984709, + "FN": 134, + "FP": 9, + "IoU": 0.39148936170212767, + "TN": 229141, + "TP": 92, + "n_pred": 101, + "n_ref": 226 + }, + "6": { + "Dice": 0.9604214963119073, + "FN": 1335, + "FP": 1482, + "IoU": 0.9238566331495297, + "TN": 192380, + "TP": 34179, + "n_pred": 35661, + "n_ref": 35514 + }, + "7": { + "Dice": 0.8544823808654373, + "FN": 1103, + "FP": 491, + "IoU": 0.7459356072680905, + "TN": 223102, + "TP": 4680, + "n_pred": 5171, + "n_ref": 5783 + }, + "8": { + "Dice": 0.9882567321320105, + "FN": 121, + "FP": 111, + "IoU": 0.9767860716429858, + "TN": 219382, + "TP": 9762, + "n_pred": 9873, + "n_ref": 9883 + }, + "9": { + "Dice": 0.7124405166553365, + "FN": 1676, + "FP": 16, + "IoU": 0.5533262935586061, + "TN": 225588, + "TP": 2096, + "n_pred": 2112, + "n_ref": 3772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0302.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0302.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 258, + "IoU": 0.0, + "TN": 196350, + "TP": 0, + "n_pred": 258, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1026, + "IoU": 0.0, + "TN": 195582, + "TP": 0, + "n_pred": 1026, + "n_ref": 0 + }, + "11": { + "Dice": 0.8645833333333334, + "FN": 402, + "FP": 196, + "IoU": 0.7614678899082569, + "TN": 194101, + "TP": 1909, + "n_pred": 2105, + "n_ref": 2311 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 18, + "FP": 0, + "IoU": 0.0, + "TN": 196590, + "TP": 0, + "n_pred": 0, + "n_ref": 18 + }, + "14": { + "Dice": 0.9428699379438296, + "FN": 736, + "FP": 157, + "IoU": 0.891914790607601, + "TN": 188346, + "TP": 7369, + "n_pred": 7526, + "n_ref": 8105 + }, + "15": { + "Dice": 0.9127108489261683, + "FN": 396, + "FP": 551, + "IoU": 0.8394370973211258, + "TN": 190710, + "TP": 4951, + "n_pred": 5502, + "n_ref": 5347 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 196601, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8357040572792362, + "FN": 1225, + "FP": 496, + "IoU": 0.7177763201049524, + "TN": 190510, + "TP": 4377, + "n_pred": 4873, + "n_ref": 5602 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9404111733398267, + "FN": 1149, + "FP": 564, + "IoU": 0.8875246224556795, + "TN": 181378, + "TP": 13517, + "n_pred": 14081, + "n_ref": 14666 + }, + "7": { + "Dice": 0.8478971336726493, + "FN": 2342, + "FP": 497, + "IoU": 0.7359561011904762, + "TN": 185856, + "TP": 7913, + "n_pred": 8410, + "n_ref": 10255 + }, + "8": { + "Dice": 0.778309127405833, + "FN": 4259, + "FP": 3251, + "IoU": 0.637075339486783, + "TN": 175915, + "TP": 13183, + "n_pred": 16434, + "n_ref": 17442 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0320.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0320.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3786645490040368, + "FN": 13048, + "FP": 5730, + "IoU": 0.23355102040816328, + "TN": 221260, + "TP": 5722, + "n_pred": 11452, + "n_ref": 18770 + }, + "10": { + "Dice": 0.8908709338929696, + "FN": 80, + "FP": 336, + "IoU": 0.8032166508987701, + "TN": 243646, + "TP": 1698, + "n_pred": 2034, + "n_ref": 1778 + }, + "11": { + "Dice": 0.3157894736842105, + "FN": 3, + "FP": 36, + "IoU": 0.1875, + "TN": 245712, + "TP": 9, + "n_pred": 45, + "n_ref": 12 + }, + "12": { + "Dice": 0.450347881087919, + "FN": 498, + "FP": 371, + "IoU": 0.29061224489795917, + "TN": 244535, + "TP": 356, + "n_pred": 727, + "n_ref": 854 + }, + "13": { + "Dice": 0.7507634882931795, + "FN": 3119, + "FP": 2757, + "IoU": 0.600977862284395, + "TN": 231034, + "TP": 8850, + "n_pred": 11607, + "n_ref": 11969 + }, + "14": { + "Dice": 0.6066804482646067, + "FN": 3610, + "FP": 5, + "IoU": 0.4354208964547868, + "TN": 239357, + "TP": 2788, + "n_pred": 2793, + "n_ref": 6398 + }, + "15": { + "Dice": 0.47152317880794703, + "FN": 20, + "FP": 379, + "IoU": 0.30849220103986136, + "TN": 245183, + "TP": 178, + "n_pred": 557, + "n_ref": 198 + }, + "2": { + "Dice": 0.08636977058029689, + "FN": 2, + "FP": 675, + "IoU": 0.045133991537376586, + "TN": 245051, + "TP": 32, + "n_pred": 707, + "n_ref": 34 + }, + "3": { + "Dice": 0.27209414024975986, + "FN": 102, + "FP": 12022, + "IoU": 0.1574704656011119, + "TN": 231370, + "TP": 2266, + "n_pred": 14288, + "n_ref": 2368 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 440, + "IoU": 0.0, + "TN": 245320, + "TP": 0, + "n_pred": 440, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 76, + "FP": 0, + "IoU": 0.0, + "TN": 245684, + "TP": 0, + "n_pred": 0, + "n_ref": 76 + }, + "6": { + "Dice": 0.8615821541205027, + "FN": 6664, + "FP": 1719, + "IoU": 0.7568241812432919, + "TN": 211287, + "TP": 26090, + "n_pred": 27809, + "n_ref": 32754 + }, + "7": { + "Dice": 0.5263283582089552, + "FN": 3949, + "FP": 18, + "IoU": 0.3571544320207422, + "TN": 239589, + "TP": 2204, + "n_pred": 2222, + "n_ref": 6153 + }, + "8": { + "Dice": 0.9773239225108875, + "FN": 238, + "FP": 64, + "IoU": 0.9556534508076359, + "TN": 238950, + "TP": 6508, + "n_pred": 6572, + "n_ref": 6746 + }, + "9": { + "Dice": 0.8911147451621695, + "FN": 255, + "FP": 1343, + "IoU": 0.8036131252304289, + "TN": 237623, + "TP": 6539, + "n_pred": 7882, + "n_ref": 6794 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0350.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0350.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9580553638524653, + "FN": 317, + "FP": 230, + "IoU": 0.9194877833382397, + "TN": 222582, + "TP": 6247, + "n_pred": 6477, + "n_ref": 6564 + }, + "10": { + "Dice": 0.8071144214716836, + "FN": 797, + "FP": 2207, + "IoU": 0.6766067391538378, + "TN": 220087, + "TP": 6285, + "n_pred": 8492, + "n_ref": 7082 + }, + "11": { + "Dice": 0.7421875, + "FN": 31, + "FP": 35, + "IoU": 0.5900621118012422, + "TN": 229215, + "TP": 95, + "n_pred": 130, + "n_ref": 126 + }, + "12": { + "Dice": 0.8524830492944842, + "FN": 631, + "FP": 174, + "IoU": 0.74289364420313, + "TN": 226245, + "TP": 2326, + "n_pred": 2500, + "n_ref": 2957 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 236, + "IoU": 0.0, + "TN": 229140, + "TP": 0, + "n_pred": 236, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9757892698043773, + "FN": 224, + "FP": 151, + "IoU": 0.9527231467473525, + "TN": 221444, + "TP": 7557, + "n_pred": 7708, + "n_ref": 7781 + }, + "4": { + "Dice": 0.9327812527530615, + "FN": 290, + "FP": 473, + "IoU": 0.8740300478784877, + "TN": 223319, + "TP": 5294, + "n_pred": 5767, + "n_ref": 5584 + }, + "5": { + "Dice": 0.937144271219995, + "FN": 350, + "FP": 158, + "IoU": 0.8817229336437719, + "TN": 225081, + "TP": 3787, + "n_pred": 3945, + "n_ref": 4137 + }, + "6": { + "Dice": 0.7682566163646015, + "FN": 1981, + "FP": 10243, + "IoU": 0.6237148310041248, + "TN": 196890, + "TP": 20262, + "n_pred": 30505, + "n_ref": 22243 + }, + "7": { + "Dice": 0.9776871148871737, + "FN": 760, + "FP": 301, + "IoU": 0.9563482267752819, + "TN": 205070, + "TP": 23245, + "n_pred": 23546, + "n_ref": 24005 + }, + "8": { + "Dice": 0.9779364049318624, + "FN": 80, + "FP": 192, + "IoU": 0.9568253968253968, + "TN": 223076, + "TP": 6028, + "n_pred": 6220, + "n_ref": 6108 + }, + "9": { + "Dice": 0.5943337699041842, + "FN": 3749, + "FP": 2136, + "IoU": 0.4228128677912907, + "TN": 219180, + "TP": 4311, + "n_pred": 6447, + "n_ref": 8060 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0361.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0361.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.977462648771841, + "FN": 278, + "FP": 78, + "IoU": 0.9559187716691432, + "TN": 221300, + "TP": 7720, + "n_pred": 7798, + "n_ref": 7998 + }, + "10": { + "Dice": 0.6532212885154062, + "FN": 763, + "FP": 1094, + "IoU": 0.48502495840266224, + "TN": 225770, + "TP": 1749, + "n_pred": 2843, + "n_ref": 2512 + }, + "11": { + "Dice": 0.7641614216956683, + "FN": 91, + "FP": 546, + "IoU": 0.6183343319352906, + "TN": 227707, + "TP": 1032, + "n_pred": 1578, + "n_ref": 1123 + }, + "12": { + "Dice": 0.8448905109489051, + "FN": 411, + "FP": 99, + "IoU": 0.731437598736177, + "TN": 227477, + "TP": 1389, + "n_pred": 1488, + "n_ref": 1800 + }, + "13": { + "Dice": 0.053480866758875055, + "FN": 1063, + "FP": 990, + "IoU": 0.027475130270014213, + "TN": 227265, + "TP": 58, + "n_pred": 1048, + "n_ref": 1121 + }, + "14": { + "Dice": 0.9528082599059409, + "FN": 453, + "FP": 420, + "IoU": 0.9098699153417303, + "TN": 219690, + "TP": 8813, + "n_pred": 9233, + "n_ref": 9266 + }, + "15": { + "Dice": 0.968065693430657, + "FN": 1253, + "FP": 147, + "IoU": 0.9381078691423519, + "TN": 206756, + "TP": 21220, + "n_pred": 21367, + "n_ref": 22473 + }, + "2": { + "Dice": 0.9046321525885559, + "FN": 26, + "FP": 44, + "IoU": 0.8258706467661692, + "TN": 228974, + "TP": 332, + "n_pred": 376, + "n_ref": 358 + }, + "3": { + "Dice": 0.9861251878516758, + "FN": 185, + "FP": 212, + "IoU": 0.9726301275422268, + "TN": 214871, + "TP": 14108, + "n_pred": 14320, + "n_ref": 14293 + }, + "4": { + "Dice": 0.753072625698324, + "FN": 468, + "FP": 858, + "IoU": 0.6039426523297491, + "TN": 226028, + "TP": 2022, + "n_pred": 2880, + "n_ref": 2490 + }, + "5": { + "Dice": 0.8, + "FN": 7, + "FP": 70, + "IoU": 0.6666666666666666, + "TN": 229145, + "TP": 154, + "n_pred": 224, + "n_ref": 161 + }, + "6": { + "Dice": 0.9564056090813698, + "FN": 868, + "FP": 503, + "IoU": 0.9164533820840951, + "TN": 212966, + "TP": 15039, + "n_pred": 15542, + "n_ref": 15907 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 202, + "IoU": 0.0, + "TN": 229174, + "TP": 0, + "n_pred": 202, + "n_ref": 0 + }, + "8": { + "Dice": 0.975683660328763, + "FN": 69, + "FP": 252, + "IoU": 0.952521816299364, + "TN": 222615, + "TP": 6440, + "n_pred": 6692, + "n_ref": 6509 + }, + "9": { + "Dice": 0.917529453766512, + "FN": 95, + "FP": 367, + "IoU": 0.8476253298153035, + "TN": 226344, + "TP": 2570, + "n_pred": 2937, + "n_ref": 2665 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0371.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0371.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8650084093122068, + "FN": 1207, + "FP": 318, + "IoU": 0.7621275931991889, + "TN": 222965, + "TP": 4886, + "n_pred": 5204, + "n_ref": 6093 + }, + "14": { + "Dice": 0.7552447552447552, + "FN": 4, + "FP": 31, + "IoU": 0.6067415730337079, + "TN": 229287, + "TP": 54, + "n_pred": 85, + "n_ref": 58 + }, + "15": { + "Dice": 0.8811638868745467, + "FN": 2415, + "FP": 207, + "IoU": 0.7875719031029733, + "TN": 217033, + "TP": 9721, + "n_pred": 9928, + "n_ref": 12136 + }, + "2": { + "Dice": 0.9536112742219612, + "FN": 278, + "FP": 907, + "IoU": 0.9113355780022446, + "TN": 216011, + "TP": 12180, + "n_pred": 13087, + "n_ref": 12458 + }, + "3": { + "Dice": 0.9143704220439484, + "FN": 947, + "FP": 35, + "IoU": 0.8422489959839358, + "TN": 223151, + "TP": 5243, + "n_pred": 5278, + "n_ref": 6190 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 28, + "IoU": 0.0, + "TN": 229348, + "TP": 0, + "n_pred": 28, + "n_ref": 0 + }, + "5": { + "Dice": 0.8192032686414709, + "FN": 369, + "FP": 339, + "IoU": 0.6937716262975778, + "TN": 227064, + "TP": 1604, + "n_pred": 1943, + "n_ref": 1973 + }, + "6": { + "Dice": 0.9471102580507571, + "FN": 732, + "FP": 1252, + "IoU": 0.8995341300384849, + "TN": 209628, + "TP": 17764, + "n_pred": 19016, + "n_ref": 18496 + }, + "7": { + "Dice": 0.25932666060054593, + "FN": 92, + "FP": 1536, + "IoU": 0.14898065865133298, + "TN": 227463, + "TP": 285, + "n_pred": 1821, + "n_ref": 377 + }, + "8": { + "Dice": 0.9598244684875539, + "FN": 117, + "FP": 414, + "IoU": 0.9227524003491417, + "TN": 222502, + "TP": 6343, + "n_pred": 6757, + "n_ref": 6460 + }, + "9": { + "Dice": 0.0, + "FN": 15, + "FP": 0, + "IoU": 0.0, + "TN": 229361, + "TP": 0, + "n_pred": 0, + "n_ref": 15 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0374.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0374.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9529852457763168, + "FN": 389, + "FP": 226, + "IoU": 0.9101927570093458, + "TN": 206144, + "TP": 6233, + "n_pred": 6459, + "n_ref": 6622 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5933734939759037, + "FN": 116, + "FP": 154, + "IoU": 0.42184154175588867, + "TN": 212525, + "TP": 197, + "n_pred": 351, + "n_ref": 313 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8805797101449275, + "FN": 1936, + "FP": 1360, + "IoU": 0.7866390471258415, + "TN": 197544, + "TP": 12152, + "n_pred": 13512, + "n_ref": 14088 + }, + "15": { + "Dice": 0.8103175995788735, + "FN": 3035, + "FP": 208, + "IoU": 0.6811209439528023, + "TN": 202822, + "TP": 6927, + "n_pred": 7135, + "n_ref": 9962 + }, + "2": { + "Dice": 0.8984997655883732, + "FN": 1464, + "FP": 268, + "IoU": 0.8157054692487763, + "TN": 203594, + "TP": 7666, + "n_pred": 7934, + "n_ref": 9130 + }, + "3": { + "Dice": 0.9646502835538753, + "FN": 117, + "FP": 257, + "IoU": 0.9317144422128902, + "TN": 207515, + "TP": 5103, + "n_pred": 5360, + "n_ref": 5220 + }, + "4": { + "Dice": 0.9661572052401747, + "FN": 95, + "FP": 401, + "IoU": 0.9345300950369588, + "TN": 205416, + "TP": 7080, + "n_pred": 7481, + "n_ref": 7175 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9494653422352494, + "FN": 737, + "FP": 194, + "IoU": 0.9037924976748992, + "TN": 203315, + "TP": 8746, + "n_pred": 8940, + "n_ref": 9483 + }, + "7": { + "Dice": 0.6643311514704526, + "FN": 3580, + "FP": 61, + "IoU": 0.4973771397018222, + "TN": 205748, + "TP": 3603, + "n_pred": 3664, + "n_ref": 7183 + }, + "8": { + "Dice": 0.9800803481754269, + "FN": 94, + "FP": 144, + "IoU": 0.9609387822090923, + "TN": 206899, + "TP": 5855, + "n_pred": 5999, + "n_ref": 5949 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0378.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0378.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 138, + "FP": 0, + "IoU": 0.0, + "TN": 229238, + "TP": 0, + "n_pred": 0, + "n_ref": 138 + }, + "10": { + "Dice": 0.4534412955465587, + "FN": 16, + "FP": 794, + "IoU": 0.2931937172774869, + "TN": 228230, + "TP": 336, + "n_pred": 1130, + "n_ref": 352 + }, + "11": { + "Dice": 0.7338129496402878, + "FN": 72, + "FP": 853, + "IoU": 0.5795454545454546, + "TN": 227176, + "TP": 1275, + "n_pred": 2128, + "n_ref": 1347 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 32, + "IoU": 0.0, + "TN": 229344, + "TP": 0, + "n_pred": 32, + "n_ref": 0 + }, + "13": { + "Dice": 0.8551127141568982, + "FN": 3551, + "FP": 466, + "IoU": 0.7468968559006994, + "TN": 213505, + "TP": 11854, + "n_pred": 12320, + "n_ref": 15405 + }, + "14": { + "Dice": 0.8897542958085756, + "FN": 830, + "FP": 1916, + "IoU": 0.8014030519997107, + "TN": 215549, + "TP": 11081, + "n_pred": 12997, + "n_ref": 11911 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.4740740740740741, + "FN": 0, + "FP": 71, + "IoU": 0.3106796116504854, + "TN": 229273, + "TP": 32, + "n_pred": 103, + "n_ref": 32 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.21060070671378092, + "FN": 1115, + "FP": 2, + "IoU": 0.11769352290679305, + "TN": 228110, + "TP": 149, + "n_pred": 151, + "n_ref": 1264 + }, + "5": { + "Dice": 0.6546762589928058, + "FN": 48, + "FP": 240, + "IoU": 0.48663101604278075, + "TN": 228815, + "TP": 273, + "n_pred": 513, + "n_ref": 321 + }, + "6": { + "Dice": 0.9650083313496787, + "FN": 833, + "FP": 490, + "IoU": 0.9323827046918123, + "TN": 209810, + "TP": 18243, + "n_pred": 18733, + "n_ref": 19076 + }, + "7": { + "Dice": 0.9288575667655786, + "FN": 1176, + "FP": 742, + "IoU": 0.8671653161576286, + "TN": 214937, + "TP": 12521, + "n_pred": 13263, + "n_ref": 13697 + }, + "8": { + "Dice": 0.9575469311339372, + "FN": 329, + "FP": 510, + "IoU": 0.9185515969323367, + "TN": 219075, + "TP": 9462, + "n_pred": 9972, + "n_ref": 9791 + }, + "9": { + "Dice": 0.9311945968763191, + "FN": 82, + "FP": 81, + "IoU": 0.8712480252764613, + "TN": 228110, + "TP": 1103, + "n_pred": 1184, + "n_ref": 1185 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0383.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0383.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8985519831535071, + "FN": 4638, + "FP": 35, + "IoU": 0.8157915484074425, + "TN": 236776, + "TP": 20695, + "n_pred": 20730, + "n_ref": 25333 + }, + "10": { + "Dice": 0.8884061183772999, + "FN": 1894, + "FP": 623, + "IoU": 0.7992182514358647, + "TN": 249608, + "TP": 10019, + "n_pred": 10642, + "n_ref": 11913 + }, + "11": { + "Dice": 0.7570621468926554, + "FN": 31, + "FP": 12, + "IoU": 0.6090909090909091, + "TN": 262034, + "TP": 67, + "n_pred": 79, + "n_ref": 98 + }, + "12": { + "Dice": 0.7876680574872508, + "FN": 546, + "FP": 370, + "IoU": 0.6497131931166348, + "TN": 259529, + "TP": 1699, + "n_pred": 2069, + "n_ref": 2245 + }, + "13": { + "Dice": 0.8212180746561886, + "FN": 75, + "FP": 16, + "IoU": 0.6966666666666667, + "TN": 261844, + "TP": 209, + "n_pred": 225, + "n_ref": 284 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 262139, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "15": { + "Dice": 0.65435955694405, + "FN": 2363, + "FP": 71, + "IoU": 0.4862811312790207, + "TN": 257406, + "TP": 2304, + "n_pred": 2375, + "n_ref": 4667 + }, + "2": { + "Dice": 0.973293768545994, + "FN": 198, + "FP": 171, + "IoU": 0.9479768786127167, + "TN": 255051, + "TP": 6724, + "n_pred": 6895, + "n_ref": 6922 + }, + "3": { + "Dice": 0.9088074824629774, + "FN": 106, + "FP": 11, + "IoU": 0.8328571428571429, + "TN": 261444, + "TP": 583, + "n_pred": 594, + "n_ref": 689 + }, + "4": { + "Dice": 0.6828908554572272, + "FN": 187, + "FP": 2823, + "IoU": 0.5184770436730123, + "TN": 255893, + "TP": 3241, + "n_pred": 6064, + "n_ref": 3428 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8250895060655566, + "FN": 1117, + "FP": 8947, + "IoU": 0.7022573296648028, + "TN": 228343, + "TP": 23737, + "n_pred": 32684, + "n_ref": 24854 + }, + "7": { + "Dice": 0.5365351257588898, + "FN": 7731, + "FP": 819, + "IoU": 0.3666197496110823, + "TN": 248645, + "TP": 4949, + "n_pred": 5768, + "n_ref": 12680 + }, + "8": { + "Dice": 0.9734031189916684, + "FN": 217, + "FP": 281, + "IoU": 0.9481843720736656, + "TN": 252533, + "TP": 9113, + "n_pred": 9394, + "n_ref": 9330 + }, + "9": { + "Dice": 0.9747656140678204, + "FN": 194, + "FP": 347, + "IoU": 0.9507734303912648, + "TN": 251154, + "TP": 10449, + "n_pred": 10796, + "n_ref": 10643 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0391.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0391.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 105, + "FP": 0, + "IoU": 0.0, + "TN": 212887, + "TP": 0, + "n_pred": 0, + "n_ref": 105 + }, + "10": { + "Dice": 0.8100572566591984, + "FN": 574, + "FP": 4004, + "IoU": 0.6807531380753138, + "TN": 198652, + "TP": 9762, + "n_pred": 13766, + "n_ref": 10336 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8034188034188035, + "FN": 57, + "FP": 12, + "IoU": 0.6714285714285714, + "TN": 212782, + "TP": 141, + "n_pred": 153, + "n_ref": 198 + }, + "13": { + "Dice": 0.7766575007638252, + "FN": 1849, + "FP": 2537, + "IoU": 0.6348651348651349, + "TN": 200980, + "TP": 7626, + "n_pred": 10163, + "n_ref": 9475 + }, + "14": { + "Dice": 0.8421896639696771, + "FN": 1209, + "FP": 956, + "IoU": 0.7273986401410224, + "TN": 205050, + "TP": 5777, + "n_pred": 6733, + "n_ref": 6986 + }, + "15": { + "Dice": 0.7442773054283846, + "FN": 3499, + "FP": 20, + "IoU": 0.5927083333333333, + "TN": 204352, + "TP": 5121, + "n_pred": 5141, + "n_ref": 8620 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9248956884561892, + "FN": 440, + "FP": 208, + "IoU": 0.8602846054333765, + "TN": 208354, + "TP": 3990, + "n_pred": 4198, + "n_ref": 4430 + }, + "5": { + "Dice": 0.5590361445783133, + "FN": 137, + "FP": 229, + "IoU": 0.3879598662207358, + "TN": 212394, + "TP": 232, + "n_pred": 461, + "n_ref": 369 + }, + "6": { + "Dice": 0.9330841121495327, + "FN": 128, + "FP": 946, + "IoU": 0.8745620182200421, + "TN": 204430, + "TP": 7488, + "n_pred": 8434, + "n_ref": 7616 + }, + "7": { + "Dice": 0.829108124618204, + "FN": 222, + "FP": 2016, + "IoU": 0.7080996478413982, + "TN": 205325, + "TP": 5429, + "n_pred": 7445, + "n_ref": 5651 + }, + "8": { + "Dice": 0.943359215365754, + "FN": 184, + "FP": 509, + "IoU": 0.8927908415841584, + "TN": 206528, + "TP": 5771, + "n_pred": 6280, + "n_ref": 5955 + }, + "9": { + "Dice": 0.9564232650842543, + "FN": 292, + "FP": 670, + "IoU": 0.9164858060595538, + "TN": 201473, + "TP": 10557, + "n_pred": 11227, + "n_ref": 10849 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0400.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0400.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9121804357809868, + "FN": 993, + "FP": 728, + "IoU": 0.8385402007693029, + "TN": 202333, + "TP": 8938, + "n_pred": 9666, + "n_ref": 9931 + }, + "11": { + "Dice": 0.6582991803278688, + "FN": 971, + "FP": 363, + "IoU": 0.49064528445971745, + "TN": 210373, + "TP": 1285, + "n_pred": 1648, + "n_ref": 2256 + }, + "12": { + "Dice": 0.8493219487694625, + "FN": 388, + "FP": 212, + "IoU": 0.7381056307289393, + "TN": 210701, + "TP": 1691, + "n_pred": 1903, + "n_ref": 2079 + }, + "13": { + "Dice": 0.2862351868732908, + "FN": 344, + "FP": 439, + "IoU": 0.16702127659574467, + "TN": 212052, + "TP": 157, + "n_pred": 596, + "n_ref": 501 + }, + "14": { + "Dice": 0.7950013294336613, + "FN": 1283, + "FP": 259, + "IoU": 0.6597528684907326, + "TN": 208460, + "TP": 2990, + "n_pred": 3249, + "n_ref": 4273 + }, + "15": { + "Dice": 0.19020172910662825, + "FN": 676, + "FP": 1572, + "IoU": 0.10509554140127389, + "TN": 210480, + "TP": 264, + "n_pred": 1836, + "n_ref": 940 + }, + "2": { + "Dice": 0.9583102602642196, + "FN": 33, + "FP": 494, + "IoU": 0.9199574726609964, + "TN": 206408, + "TP": 6057, + "n_pred": 6551, + "n_ref": 6090 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9103403844088908, + "FN": 389, + "FP": 446, + "IoU": 0.8354355538037052, + "TN": 207918, + "TP": 4239, + "n_pred": 4685, + "n_ref": 4628 + }, + "5": { + "Dice": 0.9426248548199768, + "FN": 230, + "FP": 264, + "IoU": 0.8914762741652021, + "TN": 208440, + "TP": 4058, + "n_pred": 4322, + "n_ref": 4288 + }, + "6": { + "Dice": 0.9601316424904756, + "FN": 1037, + "FP": 1192, + "IoU": 0.9233203756579174, + "TN": 183923, + "TP": 26840, + "n_pred": 28032, + "n_ref": 27877 + }, + "7": { + "Dice": 0.9169271261720677, + "FN": 2805, + "FP": 225, + "IoU": 0.8465978128797084, + "TN": 193240, + "TP": 16722, + "n_pred": 16947, + "n_ref": 19527 + }, + "8": { + "Dice": 0.9430629793167558, + "FN": 78, + "FP": 412, + "IoU": 0.8922603342128408, + "TN": 208444, + "TP": 4058, + "n_pred": 4470, + "n_ref": 4136 + }, + "9": { + "Dice": 0.8726820443238353, + "FN": 52, + "FP": 1074, + "IoU": 0.7741223671013039, + "TN": 208007, + "TP": 3859, + "n_pred": 4933, + "n_ref": 3911 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0401.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0401.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": 0.6031515218824257, + "FN": 1033.2022222222224, + "FP": 971.6933333333334, + "IoU": 0.5160042105273599, + "TN": 211676.71333333332, + "TP": 4225.591111111111, + "n_pred": 5197.2844444444445, + "n_ref": 5258.793333333333 + }, + "mean": { + "1": { + "Dice": 0.606683398092162, + "FN": 927.8, + "FP": 310.8, + "IoU": 0.5406339030428953, + "TN": 212423.36666666667, + "TP": 4245.233333333334, + "n_pred": 4556.033333333334, + "n_ref": 5173.033333333334 + }, + "10": { + "Dice": 0.35181482881074294, + "FN": 1050.7333333333333, + "FP": 1097.4333333333334, + "IoU": 0.28852170842570585, + "TN": 212755.13333333333, + "TP": 3003.9, + "n_pred": 4101.333333333333, + "n_ref": 4054.633333333333 + }, + "11": { + "Dice": 0.4940585853237128, + "FN": 222.23333333333332, + "FP": 298.3, + "IoU": 0.38138230673470924, + "TN": 216843.63333333333, + "TP": 543.0333333333333, + "n_pred": 841.3333333333334, + "n_ref": 765.2666666666667 + }, + "12": { + "Dice": 0.6159694405425399, + "FN": 261.73333333333335, + "FP": 280.3666666666667, + "IoU": 0.48857934791069596, + "TN": 216610.16666666666, + "TP": 754.9333333333333, + "n_pred": 1035.3, + "n_ref": 1016.6666666666666 + }, + "13": { + "Dice": 0.45110137052137367, + "FN": 1684.8666666666666, + "FP": 672.7666666666667, + "IoU": 0.34968271089971487, + "TN": 213295.43333333332, + "TP": 2254.133333333333, + "n_pred": 2926.9, + "n_ref": 3939.0 + }, + "14": { + "Dice": 0.5113510238695, + "FN": 854.0, + "FP": 792.0666666666667, + "IoU": 0.4652295080975861, + "TN": 212227.43333333332, + "TP": 4033.7, + "n_pred": 4825.766666666666, + "n_ref": 4887.7 + }, + "15": { + "Dice": 0.6510901876128283, + "FN": 1134.1333333333334, + "FP": 606.7333333333333, + "IoU": 0.5499960963289128, + "TN": 212639.56666666668, + "TP": 3526.766666666667, + "n_pred": 4133.5, + "n_ref": 4660.9 + }, + "2": { + "Dice": 0.6371748223077441, + "FN": 1754.5, + "FP": 895.7666666666667, + "IoU": 0.5514504135476024, + "TN": 209496.8, + "TP": 5760.133333333333, + "n_pred": 6655.9, + "n_ref": 7514.633333333333 + }, + "3": { + "Dice": 0.7255652773581899, + "FN": 713.2333333333333, + "FP": 2207.733333333333, + "IoU": 0.6458010354450727, + "TN": 207713.06666666668, + "TP": 7273.166666666667, + "n_pred": 9480.9, + "n_ref": 7986.4 + }, + "4": { + "Dice": 0.5963548031536745, + "FN": 812.2333333333333, + "FP": 871.8333333333334, + "IoU": 0.5267168542936257, + "TN": 212732.1, + "TP": 3491.0333333333333, + "n_pred": 4362.866666666667, + "n_ref": 4303.266666666666 + }, + "5": { + "Dice": 0.6232094073256403, + "FN": 958.4666666666667, + "FP": 474.7, + "IoU": 0.5082772510455277, + "TN": 214659.1, + "TP": 1814.9333333333334, + "n_pred": 2289.633333333333, + "n_ref": 2773.4 + }, + "6": { + "Dice": 0.8344335771022179, + "FN": 1663.8333333333333, + "FP": 2469.0, + "IoU": 0.7435945095479887, + "TN": 200167.6, + "TP": 13606.766666666666, + "n_pred": 16075.766666666666, + "n_ref": 15270.6 + }, + "7": { + "Dice": 0.5332035863688939, + "FN": 2182.266666666667, + "FP": 2370.4, + "IoU": 0.4335700755408213, + "TN": 208975.5, + "TP": 4379.033333333334, + "n_pred": 6749.433333333333, + "n_ref": 6561.3 + }, + "8": { + "Dice": 0.7789428659943295, + "FN": 915.3, + "FP": 426.6666666666667, + "IoU": 0.7199184483796431, + "TN": 210548.3, + "TP": 6016.933333333333, + "n_pred": 6443.6, + "n_ref": 6932.233333333334 + }, + "9": { + "Dice": 0.6363196538528352, + "FN": 362.7, + "FP": 800.8333333333334, + "IoU": 0.546708988669897, + "TN": 214063.5, + "TP": 2680.1666666666665, + "n_pred": 3481.0, + "n_ref": 3042.866666666667 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.8358862144420132, + "FN": 309, + "FP": 141, + "IoU": 0.7180451127819549, + "TN": 211396, + "TP": 1146, + "n_pred": 1287, + "n_ref": 1455 + }, + "10": { + "Dice": 0.0, + "FN": 163, + "FP": 813, + "IoU": 0.0, + "TN": 212016, + "TP": 0, + "n_pred": 813, + "n_ref": 163 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 200, + "IoU": 0.0, + "TN": 212792, + "TP": 0, + "n_pred": 200, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 7592, + "FP": 6, + "IoU": 0.0, + "TN": 205394, + "TP": 0, + "n_pred": 6, + "n_ref": 7592 + }, + "14": { + "Dice": 0.9531786819614413, + "FN": 1429, + "FP": 220, + "IoU": 0.9105457307149832, + "TN": 194558, + "TP": 16785, + "n_pred": 17005, + "n_ref": 18214 + }, + "15": { + "Dice": 0.8182671254300907, + "FN": 1288, + "FP": 455, + "IoU": 0.6924298570672314, + "TN": 207325, + "TP": 3924, + "n_pred": 4379, + "n_ref": 5212 + }, + "2": { + "Dice": 0.7347797501643656, + "FN": 129, + "FP": 1888, + "IoU": 0.580752442319684, + "TN": 208181, + "TP": 2794, + "n_pred": 4682, + "n_ref": 2923 + }, + "3": { + "Dice": 0.9326035530404936, + "FN": 2137, + "FP": 769, + "IoU": 0.8737180601425343, + "TN": 189980, + "TP": 20106, + "n_pred": 20875, + "n_ref": 22243 + }, + "4": { + "Dice": 0.0, + "FN": 2579, + "FP": 0, + "IoU": 0.0, + "TN": 210413, + "TP": 0, + "n_pred": 0, + "n_ref": 2579 + }, + "5": { + "Dice": 0.6191666666666666, + "FN": 1714, + "FP": 114, + "IoU": 0.4484007242003621, + "TN": 209678, + "TP": 1486, + "n_pred": 1600, + "n_ref": 3200 + }, + "6": { + "Dice": 0.7787552050299203, + "FN": 4921, + "FP": 3102, + "IoU": 0.637673305333514, + "TN": 190849, + "TP": 14120, + "n_pred": 17222, + "n_ref": 19041 + }, + "7": { + "Dice": 0.7782990006118703, + "FN": 482, + "FP": 605, + "IoU": 0.6370617696160267, + "TN": 209997, + "TP": 1908, + "n_pred": 2513, + "n_ref": 2390 + }, + "8": { + "Dice": 0.8256975542542198, + "FN": 751, + "FP": 261, + "IoU": 0.7031387503666764, + "TN": 209583, + "TP": 2397, + "n_pred": 2658, + "n_ref": 3148 + }, + "9": { + "Dice": 0.07626310772163966, + "FN": 142, + "FP": 827, + "IoU": 0.03964321110009911, + "TN": 211983, + "TP": 40, + "n_pred": 867, + "n_ref": 182 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0006.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0006.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 26, + "IoU": 0.0, + "TN": 212966, + "TP": 0, + "n_pred": 26, + "n_ref": 0 + }, + "11": { + "Dice": 0.7843853820598007, + "FN": 787, + "FP": 511, + "IoU": 0.6452582672861438, + "TN": 209333, + "TP": 2361, + "n_pred": 2872, + "n_ref": 3148 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.4892613933996857, + "FN": 2586, + "FP": 339, + "IoU": 0.32385575589459087, + "TN": 208666, + "TP": 1401, + "n_pred": 1740, + "n_ref": 3987 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.7903266490099634, + "FN": 3219, + "FP": 3431, + "IoU": 0.6533388938122295, + "TN": 193809, + "TP": 12533, + "n_pred": 15964, + "n_ref": 15752 + }, + "2": { + "Dice": 0.9231364457054424, + "FN": 250, + "FP": 346, + "IoU": 0.8572455089820359, + "TN": 208817, + "TP": 3579, + "n_pred": 3925, + "n_ref": 3829 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1228, + "IoU": 0.0, + "TN": 211764, + "TP": 0, + "n_pred": 1228, + "n_ref": 0 + }, + "5": { + "Dice": 0.8008419689119171, + "FN": 622, + "FP": 608, + "IoU": 0.6678368890089117, + "TN": 209289, + "TP": 2473, + "n_pred": 3081, + "n_ref": 3095 + }, + "6": { + "Dice": 0.9142002989536622, + "FN": 770, + "FP": 378, + "IoU": 0.8419603524229075, + "TN": 205728, + "TP": 6116, + "n_pred": 6494, + "n_ref": 6886 + }, + "7": { + "Dice": 0.8079255964415689, + "FN": 79, + "FP": 871, + "IoU": 0.6777476255088195, + "TN": 210044, + "TP": 1998, + "n_pred": 2869, + "n_ref": 2077 + }, + "8": { + "Dice": 0.9412886527721019, + "FN": 576, + "FP": 286, + "IoU": 0.8890890375707668, + "TN": 205220, + "TP": 6910, + "n_pred": 7196, + "n_ref": 7486 + }, + "9": { + "Dice": 0.9385701981050818, + "FN": 807, + "FP": 976, + "IoU": 0.8842508439366399, + "TN": 197588, + "TP": 13621, + "n_pred": 14597, + "n_ref": 14428 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0011.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0011.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 212984, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "10": { + "Dice": 0.2242152466367713, + "FN": 168, + "FP": 5, + "IoU": 0.12626262626262627, + "TN": 212794, + "TP": 25, + "n_pred": 30, + "n_ref": 193 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8368346576684446, + "FN": 658, + "FP": 841, + "IoU": 0.719446004117537, + "TN": 207649, + "TP": 3844, + "n_pred": 4685, + "n_ref": 4502 + }, + "13": { + "Dice": 0.7850964737192282, + "FN": 571, + "FP": 75, + "IoU": 0.6462212486308871, + "TN": 211166, + "TP": 1180, + "n_pred": 1255, + "n_ref": 1751 + }, + "14": { + "Dice": 0.9576913838657654, + "FN": 0, + "FP": 1233, + "IoU": 0.9188174874901238, + "TN": 197804, + "TP": 13955, + "n_pred": 15188, + "n_ref": 13955 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 306, + "IoU": 0.0, + "TN": 212686, + "TP": 0, + "n_pred": 306, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9189518586227909, + "FN": 82, + "FP": 51, + "IoU": 0.8500563697857948, + "TN": 212105, + "TP": 754, + "n_pred": 805, + "n_ref": 836 + }, + "4": { + "Dice": 0.9117225707652028, + "FN": 530, + "FP": 1257, + "IoU": 0.8377666817975488, + "TN": 201977, + "TP": 9228, + "n_pred": 10485, + "n_ref": 9758 + }, + "5": { + "Dice": 0.7714493809176984, + "FN": 1234, + "FP": 335, + "IoU": 0.6279345506284089, + "TN": 208775, + "TP": 2648, + "n_pred": 2983, + "n_ref": 3882 + }, + "6": { + "Dice": 0.8812685316488333, + "FN": 514, + "FP": 407, + "IoU": 0.7877391103941, + "TN": 208653, + "TP": 3418, + "n_pred": 3825, + "n_ref": 3932 + }, + "7": { + "Dice": 0.0, + "FN": 237, + "FP": 69, + "IoU": 0.0, + "TN": 212686, + "TP": 0, + "n_pred": 69, + "n_ref": 237 + }, + "8": { + "Dice": 0.9150500781951885, + "FN": 2220, + "FP": 333, + "IoU": 0.843403054652518, + "TN": 196689, + "TP": 13750, + "n_pred": 14083, + "n_ref": 15970 + }, + "9": { + "Dice": 0.7168037602820212, + "FN": 205, + "FP": 277, + "IoU": 0.5586080586080586, + "TN": 211900, + "TP": 610, + "n_pred": 887, + "n_ref": 815 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0027.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0027.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6923076923076923, + "FN": 433, + "FP": 103, + "IoU": 0.5294117647058824, + "TN": 228237, + "TP": 603, + "n_pred": 706, + "n_ref": 1036 + }, + "10": { + "Dice": 0.5898942420681551, + "FN": 829, + "FP": 567, + "IoU": 0.41833333333333333, + "TN": 226976, + "TP": 1004, + "n_pred": 1571, + "n_ref": 1833 + }, + "11": { + "Dice": 0.7578499201703034, + "FN": 234, + "FP": 676, + "IoU": 0.6101113967437874, + "TN": 227042, + "TP": 1424, + "n_pred": 2100, + "n_ref": 1658 + }, + "12": { + "Dice": 0.5593087195600943, + "FN": 532, + "FP": 1712, + "IoU": 0.3882224645583424, + "TN": 225708, + "TP": 1424, + "n_pred": 3136, + "n_ref": 1956 + }, + "13": { + "Dice": 0.6553432413305025, + "FN": 605, + "FP": 2317, + "IoU": 0.48736842105263156, + "TN": 223676, + "TP": 2778, + "n_pred": 5095, + "n_ref": 3383 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 21, + "IoU": 0.0, + "TN": 229355, + "TP": 0, + "n_pred": 21, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 229375, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "2": { + "Dice": 0.76450271685329, + "FN": 8883, + "FP": 1822, + "IoU": 0.6187813824294006, + "TN": 201295, + "TP": 17376, + "n_pred": 19198, + "n_ref": 26259 + }, + "3": { + "Dice": 0.29162533654527417, + "FN": 104, + "FP": 14893, + "IoU": 0.17070338420703385, + "TN": 211292, + "TP": 3087, + "n_pred": 17980, + "n_ref": 3191 + }, + "4": { + "Dice": 0.8247678018575851, + "FN": 141, + "FP": 425, + "IoU": 0.7017913593256059, + "TN": 227478, + "TP": 1332, + "n_pred": 1757, + "n_ref": 1473 + }, + "5": { + "Dice": 0.6497678385293282, + "FN": 4027, + "FP": 3365, + "IoU": 0.48122675275457927, + "TN": 215127, + "TP": 6857, + "n_pred": 10222, + "n_ref": 10884 + }, + "6": { + "Dice": 0.8886543340184805, + "FN": 1808, + "FP": 4205, + "IoU": 0.7996201013063183, + "TN": 199368, + "TP": 23995, + "n_pred": 28200, + "n_ref": 25803 + }, + "7": { + "Dice": 0.0, + "FN": 3750, + "FP": 1134, + "IoU": 0.0, + "TN": 224492, + "TP": 0, + "n_pred": 1134, + "n_ref": 3750 + }, + "8": { + "Dice": 0.8172140993248561, + "FN": 3906, + "FP": 507, + "IoU": 0.6909230984731756, + "TN": 215098, + "TP": 9865, + "n_pred": 10372, + "n_ref": 13771 + }, + "9": { + "Dice": 0.919629057187017, + "FN": 582, + "FP": 250, + "IoU": 0.8512160228898427, + "TN": 223784, + "TP": 4760, + "n_pred": 5010, + "n_ref": 5342 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0044.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0044.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.10948858153747186, + "FN": 13829, + "FP": 14, + "IoU": 0.057914795154484826, + "TN": 181914, + "TP": 851, + "n_pred": 865, + "n_ref": 14680 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.29213483146067415, + "FN": 62, + "FP": 1, + "IoU": 0.17105263157894737, + "TN": 196532, + "TP": 13, + "n_pred": 14, + "n_ref": 75 + }, + "13": { + "Dice": 0.7487642381259403, + "FN": 1178, + "FP": 1160, + "IoU": 0.5984197870147716, + "TN": 190786, + "TP": 3484, + "n_pred": 4644, + "n_ref": 4662 + }, + "14": { + "Dice": 0.9639077920689778, + "FN": 150, + "FP": 863, + "IoU": 0.9303301237964237, + "TN": 182068, + "TP": 13527, + "n_pred": 14390, + "n_ref": 13677 + }, + "15": { + "Dice": 0.13478260869565217, + "FN": 117, + "FP": 281, + "IoU": 0.07226107226107226, + "TN": 196179, + "TP": 31, + "n_pred": 312, + "n_ref": 148 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9053552799350875, + "FN": 1931, + "FP": 1335, + "IoU": 0.8270768253295918, + "TN": 177721, + "TP": 15621, + "n_pred": 16956, + "n_ref": 17552 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9130615987330166, + "FN": 1819, + "FP": 267, + "IoU": 0.8400306748466257, + "TN": 183568, + "TP": 10954, + "n_pred": 11221, + "n_ref": 12773 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 10168, + "IoU": 0.0, + "TN": 186440, + "TP": 0, + "n_pred": 10168, + "n_ref": 0 + }, + "8": { + "Dice": 0.938690551280434, + "FN": 619, + "FP": 353, + "IoU": 0.8844645191964816, + "TN": 188195, + "TP": 7441, + "n_pred": 7794, + "n_ref": 8060 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0045.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0045.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 212984, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 2, + "FP": 66, + "IoU": 0.0, + "TN": 212924, + "TP": 0, + "n_pred": 66, + "n_ref": 2 + }, + "11": { + "Dice": 0.47509176717357104, + "FN": 688, + "FP": 313, + "IoU": 0.3115543328748281, + "TN": 211538, + "TP": 453, + "n_pred": 766, + "n_ref": 1141 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9126984126984127, + "FN": 1096, + "FP": 92, + "IoU": 0.8394160583941606, + "TN": 205594, + "TP": 6210, + "n_pred": 6302, + "n_ref": 7306 + }, + "14": { + "Dice": 0.9531145841048811, + "FN": 292, + "FP": 974, + "IoU": 0.9104287533606905, + "TN": 198858, + "TP": 12868, + "n_pred": 13842, + "n_ref": 13160 + }, + "15": { + "Dice": 0.2689075630252101, + "FN": 299, + "FP": 49, + "IoU": 0.1553398058252427, + "TN": 212580, + "TP": 64, + "n_pred": 113, + "n_ref": 363 + }, + "2": { + "Dice": 0.8514352862178949, + "FN": 5921, + "FP": 274, + "IoU": 0.7413037123648056, + "TN": 189045, + "TP": 17752, + "n_pred": 18026, + "n_ref": 23673 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 4593, + "IoU": 0.0, + "TN": 208399, + "TP": 0, + "n_pred": 4593, + "n_ref": 0 + }, + "4": { + "Dice": 0.8158275272775075, + "FN": 201, + "FP": 1200, + "IoU": 0.6889431616341031, + "TN": 208488, + "TP": 3103, + "n_pred": 4303, + "n_ref": 3304 + }, + "5": { + "Dice": 0.6391304347826087, + "FN": 573, + "FP": 3743, + "IoU": 0.4696485623003195, + "TN": 204854, + "TP": 3822, + "n_pred": 7565, + "n_ref": 4395 + }, + "6": { + "Dice": 0.9502858243946304, + "FN": 1746, + "FP": 1350, + "IoU": 0.9052805482469559, + "TN": 180306, + "TP": 29590, + "n_pred": 30940, + "n_ref": 31336 + }, + "7": { + "Dice": 0.4549499443826474, + "FN": 3364, + "FP": 556, + "IoU": 0.2944564434845212, + "TN": 207436, + "TP": 1636, + "n_pred": 2192, + "n_ref": 5000 + }, + "8": { + "Dice": 0.0, + "FN": 11, + "FP": 1900, + "IoU": 0.0, + "TN": 211081, + "TP": 0, + "n_pred": 1900, + "n_ref": 11 + }, + "9": { + "Dice": 0.7242897158863545, + "FN": 2621, + "FP": 1513, + "IoU": 0.5677540777917189, + "TN": 203428, + "TP": 5430, + "n_pred": 6943, + "n_ref": 8051 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0048.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0048.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9139506899818224, + "FN": 3258, + "FP": 103, + "IoU": 0.8415370108439415, + "TN": 208166, + "TP": 17849, + "n_pred": 17952, + "n_ref": 21107 + }, + "10": { + "Dice": 0.0, + "FN": 32, + "FP": 3870, + "IoU": 0.0, + "TN": 225474, + "TP": 0, + "n_pred": 3870, + "n_ref": 32 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 247, + "IoU": 0.0, + "TN": 229129, + "TP": 0, + "n_pred": 247, + "n_ref": 0 + }, + "12": { + "Dice": 0.7881796690307329, + "FN": 454, + "FP": 442, + "IoU": 0.6504096761607491, + "TN": 226813, + "TP": 1667, + "n_pred": 2109, + "n_ref": 2121 + }, + "13": { + "Dice": 0.6179945982444295, + "FN": 3908, + "FP": 618, + "IoU": 0.44717234640283376, + "TN": 221189, + "TP": 3661, + "n_pred": 4279, + "n_ref": 7569 + }, + "14": { + "Dice": 0.9023707848623178, + "FN": 63, + "FP": 1926, + "IoU": 0.8221089348001073, + "TN": 218195, + "TP": 9192, + "n_pred": 11118, + "n_ref": 9255 + }, + "15": { + "Dice": 0.7274590163934426, + "FN": 75, + "FP": 191, + "IoU": 0.571658615136876, + "TN": 228755, + "TP": 355, + "n_pred": 546, + "n_ref": 430 + }, + "2": { + "Dice": 0.6408268733850129, + "FN": 53, + "FP": 86, + "IoU": 0.4714828897338403, + "TN": 229113, + "TP": 124, + "n_pred": 210, + "n_ref": 177 + }, + "3": { + "Dice": 0.9642136720209189, + "FN": 171, + "FP": 308, + "IoU": 0.9309001731102136, + "TN": 222444, + "TP": 6453, + "n_pred": 6761, + "n_ref": 6624 + }, + "4": { + "Dice": 0.9425621637341864, + "FN": 798, + "FP": 387, + "IoU": 0.8913641364136413, + "TN": 218468, + "TP": 9723, + "n_pred": 10110, + "n_ref": 10521 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9574087515553712, + "FN": 2021, + "FP": 1265, + "IoU": 0.9182973221611677, + "TN": 189157, + "TP": 36933, + "n_pred": 38198, + "n_ref": 38954 + }, + "7": { + "Dice": 0.9566659296926818, + "FN": 879, + "FP": 297, + "IoU": 0.9169315532951896, + "TN": 215219, + "TP": 12981, + "n_pred": 13278, + "n_ref": 13860 + }, + "8": { + "Dice": 0.9597985586524268, + "FN": 340, + "FP": 123, + "IoU": 0.9227045075125209, + "TN": 223386, + "TP": 5527, + "n_pred": 5650, + "n_ref": 5867 + }, + "9": { + "Dice": 0.8590357598978289, + "FN": 336, + "FP": 1430, + "IoU": 0.7529033160766755, + "TN": 222229, + "TP": 5381, + "n_pred": 6811, + "n_ref": 5717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0069.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0069.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9419847328244275, + "FN": 221, + "FP": 311, + "IoU": 0.8903318903318903, + "TN": 191757, + "TP": 4319, + "n_pred": 4630, + "n_ref": 4540 + }, + "11": { + "Dice": 0.6204431736954967, + "FN": 674, + "FP": 388, + "IoU": 0.44974093264248705, + "TN": 194678, + "TP": 868, + "n_pred": 1256, + "n_ref": 1542 + }, + "12": { + "Dice": 0.7760982522437412, + "FN": 552, + "FP": 396, + "IoU": 0.6341181011192589, + "TN": 194017, + "TP": 1643, + "n_pred": 2039, + "n_ref": 2195 + }, + "13": { + "Dice": 0.6090936832468722, + "FN": 1217, + "FP": 64, + "IoU": 0.43791136463361124, + "TN": 194329, + "TP": 998, + "n_pred": 1062, + "n_ref": 2215 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.8751173708920188, + "FN": 14, + "FP": 119, + "IoU": 0.7779632721202003, + "TN": 196009, + "TP": 466, + "n_pred": 585, + "n_ref": 480 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.937892327006868, + "FN": 558, + "FP": 283, + "IoU": 0.883048254762898, + "TN": 189417, + "TP": 6350, + "n_pred": 6633, + "n_ref": 6908 + }, + "6": { + "Dice": 0.9461386478824844, + "FN": 1012, + "FP": 869, + "IoU": 0.897782849690251, + "TN": 178206, + "TP": 16521, + "n_pred": 17390, + "n_ref": 17533 + }, + "7": { + "Dice": 0.9508863424319992, + "FN": 1523, + "FP": 530, + "IoU": 0.9063711406029097, + "TN": 174681, + "TP": 19874, + "n_pred": 20404, + "n_ref": 21397 + }, + "8": { + "Dice": 0.9384116693679092, + "FN": 166, + "FP": 62, + "IoU": 0.8839694656488549, + "TN": 194643, + "TP": 1737, + "n_pred": 1799, + "n_ref": 1903 + }, + "9": { + "Dice": 0.9144017142212699, + "FN": 231, + "FP": 528, + "IoU": 0.8423020984832744, + "TN": 191795, + "TP": 4054, + "n_pred": 4582, + "n_ref": 4285 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0078.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0078.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9481017067223964, + "FN": 153, + "FP": 443, + "IoU": 0.9013245033112582, + "TN": 206952, + "TP": 5444, + "n_pred": 5887, + "n_ref": 5597 + }, + "10": { + "Dice": 0.14925373134328357, + "FN": 1476, + "FP": 6, + "IoU": 0.08064516129032258, + "TN": 211380, + "TP": 130, + "n_pred": 136, + "n_ref": 1606 + }, + "11": { + "Dice": 0.0, + "FN": 36, + "FP": 0, + "IoU": 0.0, + "TN": 212956, + "TP": 0, + "n_pred": 0, + "n_ref": 36 + }, + "12": { + "Dice": 0.4847537138389367, + "FN": 921, + "FP": 397, + "IoU": 0.31991744066047473, + "TN": 211054, + "TP": 620, + "n_pred": 1017, + "n_ref": 1541 + }, + "13": { + "Dice": 0.6287863789348643, + "FN": 1529, + "FP": 346, + "IoU": 0.4585619405140052, + "TN": 209529, + "TP": 1588, + "n_pred": 1934, + "n_ref": 3117 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1191, + "IoU": 0.0, + "TN": 211801, + "TP": 0, + "n_pred": 1191, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9413084249623065, + "FN": 1681, + "FP": 1511, + "IoU": 0.8891243183160235, + "TN": 184203, + "TP": 25597, + "n_pred": 27108, + "n_ref": 27278 + }, + "3": { + "Dice": 0.9106848895524674, + "FN": 203, + "FP": 4463, + "IoU": 0.8360160258663105, + "TN": 184538, + "TP": 23788, + "n_pred": 28251, + "n_ref": 23991 + }, + "4": { + "Dice": 0.8690711072527819, + "FN": 150, + "FP": 1509, + "IoU": 0.7684577808792743, + "TN": 205827, + "TP": 5506, + "n_pred": 7015, + "n_ref": 5656 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9387473002159827, + "FN": 2033, + "FP": 803, + "IoU": 0.884565288179746, + "TN": 188424, + "TP": 21732, + "n_pred": 22535, + "n_ref": 23765 + }, + "7": { + "Dice": 0.8805755395683453, + "FN": 479, + "FP": 1513, + "IoU": 0.7866323907455013, + "TN": 203656, + "TP": 7344, + "n_pred": 8857, + "n_ref": 7823 + }, + "8": { + "Dice": 0.9193500738552437, + "FN": 468, + "FP": 78, + "IoU": 0.8507381082558775, + "TN": 209334, + "TP": 3112, + "n_pred": 3190, + "n_ref": 3580 + }, + "9": { + "Dice": 0.872515753756665, + "FN": 696, + "FP": 1145, + "IoU": 0.7738607050730868, + "TN": 204851, + "TP": 6300, + "n_pred": 7445, + "n_ref": 6996 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0094.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0094.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9720852135586106, + "FN": 51, + "FP": 481, + "IoU": 0.9456865747830526, + "TN": 186813, + "TP": 9263, + "n_pred": 9744, + "n_ref": 9314 + }, + "10": { + "Dice": 0.23515625, + "FN": 536, + "FP": 5338, + "IoU": 0.133244798583444, + "TN": 189831, + "TP": 903, + "n_pred": 6241, + "n_ref": 1439 + }, + "11": { + "Dice": 0.7998578030572343, + "FN": 279, + "FP": 284, + "IoU": 0.6664691943127962, + "TN": 194920, + "TP": 1125, + "n_pred": 1409, + "n_ref": 1404 + }, + "12": { + "Dice": 0.7695406929895245, + "FN": 351, + "FP": 221, + "IoU": 0.6254092992796333, + "TN": 195081, + "TP": 955, + "n_pred": 1176, + "n_ref": 1306 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 32, + "IoU": 0.0, + "TN": 196576, + "TP": 0, + "n_pred": 32, + "n_ref": 0 + }, + "14": { + "Dice": 0.9532518164097111, + "FN": 212, + "FP": 1107, + "IoU": 0.9106792171734273, + "TN": 181841, + "TP": 13448, + "n_pred": 14555, + "n_ref": 13660 + }, + "15": { + "Dice": 0.8884526146707121, + "FN": 485, + "FP": 765, + "IoU": 0.7992935131663456, + "TN": 190380, + "TP": 4978, + "n_pred": 5743, + "n_ref": 5463 + }, + "2": { + "Dice": 0.637633525061627, + "FN": 470, + "FP": 3499, + "IoU": 0.4680337756332931, + "TN": 189147, + "TP": 3492, + "n_pred": 6991, + "n_ref": 3962 + }, + "3": { + "Dice": 0.8176100628930818, + "FN": 141, + "FP": 91, + "IoU": 0.6914893617021277, + "TN": 195856, + "TP": 520, + "n_pred": 611, + "n_ref": 661 + }, + "4": { + "Dice": 0.5818410304743952, + "FN": 974, + "FP": 357, + "IoU": 0.410279131590607, + "TN": 194351, + "TP": 926, + "n_pred": 1283, + "n_ref": 1900 + }, + "5": { + "Dice": 0.7774647887323943, + "FN": 381, + "FP": 330, + "IoU": 0.6359447004608295, + "TN": 194655, + "TP": 1242, + "n_pred": 1572, + "n_ref": 1623 + }, + "6": { + "Dice": 0.9541410420503855, + "FN": 445, + "FP": 1024, + "IoU": 0.9123037430601159, + "TN": 179857, + "TP": 15282, + "n_pred": 16306, + "n_ref": 15727 + }, + "7": { + "Dice": 0.6643112984576399, + "FN": 13513, + "FP": 264, + "IoU": 0.4973548834324492, + "TN": 169199, + "TP": 13632, + "n_pred": 13896, + "n_ref": 27145 + }, + "8": { + "Dice": 0.8213306117241819, + "FN": 1920, + "FP": 881, + "IoU": 0.6968286611105098, + "TN": 187369, + "TP": 6438, + "n_pred": 7319, + "n_ref": 8358 + }, + "9": { + "Dice": 0.0, + "FN": 6, + "FP": 0, + "IoU": 0.0, + "TN": 196602, + "TP": 0, + "n_pred": 0, + "n_ref": 6 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0103.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0103.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1221, + "IoU": 0.0, + "TN": 228155, + "TP": 0, + "n_pred": 1221, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 554, + "IoU": 0.0, + "TN": 228822, + "TP": 0, + "n_pred": 554, + "n_ref": 0 + }, + "11": { + "Dice": 0.7973306969846762, + "FN": 479, + "FP": 341, + "IoU": 0.6629675297986025, + "TN": 226943, + "TP": 1613, + "n_pred": 1954, + "n_ref": 2092 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.17473524962178516, + "FN": 4364, + "FP": 0, + "IoU": 0.09573145462080399, + "TN": 224550, + "TP": 462, + "n_pred": 462, + "n_ref": 4826 + }, + "14": { + "Dice": 0.9194035150008876, + "FN": 1304, + "FP": 512, + "IoU": 0.8508296369311648, + "TN": 217202, + "TP": 10358, + "n_pred": 10870, + "n_ref": 11662 + }, + "15": { + "Dice": 0.839405560882071, + "FN": 1138, + "FP": 202, + "IoU": 0.7232548533663775, + "TN": 224534, + "TP": 3502, + "n_pred": 3704, + "n_ref": 4640 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 229371, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 229373, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "4": { + "Dice": 0.8980282423374764, + "FN": 698, + "FP": 869, + "IoU": 0.8149285461202315, + "TN": 220909, + "TP": 6900, + "n_pred": 7769, + "n_ref": 7598 + }, + "5": { + "Dice": 0.04012036108324975, + "FN": 957, + "FP": 0, + "IoU": 0.02047082906857728, + "TN": 228399, + "TP": 20, + "n_pred": 20, + "n_ref": 977 + }, + "6": { + "Dice": 0.9679931384694975, + "FN": 520, + "FP": 1831, + "IoU": 0.9379716109967812, + "TN": 191474, + "TP": 35551, + "n_pred": 37382, + "n_ref": 36071 + }, + "7": { + "Dice": 0.003394817245671608, + "FN": 45, + "FP": 8762, + "IoU": 0.0017002947177510769, + "TN": 220554, + "TP": 15, + "n_pred": 8777, + "n_ref": 60 + }, + "8": { + "Dice": 0.49376299376299376, + "FN": 5760, + "FP": 84, + "IoU": 0.3278122843340235, + "TN": 220682, + "TP": 2850, + "n_pred": 2934, + "n_ref": 8610 + }, + "9": { + "Dice": 0.5819070904645477, + "FN": 134, + "FP": 37, + "IoU": 0.4103448275862069, + "TN": 229086, + "TP": 119, + "n_pred": 156, + "n_ref": 253 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0118.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0118.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9635069483674161, + "FN": 278, + "FP": 45, + "IoU": 0.9295836058425987, + "TN": 208405, + "TP": 4264, + "n_pred": 4309, + "n_ref": 4542 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 104, + "IoU": 0.0, + "TN": 212888, + "TP": 0, + "n_pred": 104, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 427, + "IoU": 0.0, + "TN": 212565, + "TP": 0, + "n_pred": 427, + "n_ref": 0 + }, + "12": { + "Dice": 0.6967871485943775, + "FN": 349, + "FP": 255, + "IoU": 0.5346687211093991, + "TN": 211694, + "TP": 694, + "n_pred": 949, + "n_ref": 1043 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 202, + "IoU": 0.0, + "TN": 212790, + "TP": 0, + "n_pred": 202, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 712, + "IoU": 0.0, + "TN": 212280, + "TP": 0, + "n_pred": 712, + "n_ref": 0 + }, + "3": { + "Dice": 0.9573143255089919, + "FN": 1121, + "FP": 963, + "IoU": 0.9181236003614505, + "TN": 187539, + "TP": 23369, + "n_pred": 24332, + "n_ref": 24490 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.869357589539511, + "FN": 1088, + "FP": 61, + "IoU": 0.7689058728881738, + "TN": 208020, + "TP": 3823, + "n_pred": 3884, + "n_ref": 4911 + }, + "6": { + "Dice": 0.4403580933946286, + "FN": 3036, + "FP": 1590, + "IoU": 0.28234564070741547, + "TN": 206546, + "TP": 1820, + "n_pred": 3410, + "n_ref": 4856 + }, + "7": { + "Dice": 0.744424203633499, + "FN": 2939, + "FP": 2252, + "IoU": 0.5928946749274566, + "TN": 200241, + "TP": 7560, + "n_pred": 9812, + "n_ref": 10499 + }, + "8": { + "Dice": 0.9432125473228772, + "FN": 81, + "FP": 24, + "IoU": 0.8925281473899693, + "TN": 212015, + "TP": 872, + "n_pred": 896, + "n_ref": 953 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0119.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0119.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9865877799773126, + "FN": 515, + "FP": 88, + "IoU": 0.9735305737237171, + "TN": 239363, + "TP": 22178, + "n_pred": 22266, + "n_ref": 22693 + }, + "10": { + "Dice": 0.8685688894531374, + "FN": 2097, + "FP": 2044, + "IoU": 0.7676728007181328, + "TN": 244320, + "TP": 13683, + "n_pred": 15727, + "n_ref": 15780 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8153735632183908, + "FN": 423, + "FP": 91, + "IoU": 0.6882959369314736, + "TN": 260495, + "TP": 1135, + "n_pred": 1226, + "n_ref": 1558 + }, + "13": { + "Dice": 0.809031186287095, + "FN": 4123, + "FP": 935, + "IoU": 0.6793050976413898, + "TN": 246372, + "TP": 10714, + "n_pred": 11649, + "n_ref": 14837 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 4, + "FP": 639, + "IoU": 0.0, + "TN": 261501, + "TP": 0, + "n_pred": 639, + "n_ref": 4 + }, + "3": { + "Dice": 0.9385138670852956, + "FN": 1500, + "FP": 850, + "IoU": 0.8841508503820557, + "TN": 241859, + "TP": 17935, + "n_pred": 18785, + "n_ref": 19435 + }, + "4": { + "Dice": 0.933248389608551, + "FN": 447, + "FP": 496, + "IoU": 0.874850696748507, + "TN": 254609, + "TP": 6592, + "n_pred": 7088, + "n_ref": 7039 + }, + "5": { + "Dice": 0.7468269873079493, + "FN": 201, + "FP": 178, + "IoU": 0.5959488272921108, + "TN": 261206, + "TP": 559, + "n_pred": 737, + "n_ref": 760 + }, + "6": { + "Dice": 0.9795314575534356, + "FN": 408, + "FP": 270, + "IoU": 0.9598840305307378, + "TN": 245243, + "TP": 16223, + "n_pred": 16493, + "n_ref": 16631 + }, + "7": { + "Dice": 0.8918364124427601, + "FN": 1029, + "FP": 341, + "IoU": 0.804787688800228, + "TN": 255126, + "TP": 5648, + "n_pred": 5989, + "n_ref": 6677 + }, + "8": { + "Dice": 0.9875405359276327, + "FN": 73, + "FP": 146, + "IoU": 0.9753877275792313, + "TN": 253246, + "TP": 8679, + "n_pred": 8825, + "n_ref": 8752 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 550, + "IoU": 0.0, + "TN": 261594, + "TP": 0, + "n_pred": 550, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0134.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0134.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 4790, + "IoU": 0.0, + "TN": 224586, + "TP": 0, + "n_pred": 4790, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8635119982058758, + "FN": 2027, + "FP": 1016, + "IoU": 0.7598074038992817, + "TN": 216707, + "TP": 9626, + "n_pred": 10642, + "n_ref": 11653 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.5749512524373781, + "FN": 14139, + "FP": 30, + "IoU": 0.40346076119905694, + "TN": 205624, + "TP": 9583, + "n_pred": 9613, + "n_ref": 23722 + }, + "3": { + "Dice": 0.49523615080985434, + "FN": 102, + "FP": 14732, + "IoU": 0.329112206594003, + "TN": 207265, + "TP": 7277, + "n_pred": 22009, + "n_ref": 7379 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 134, + "IoU": 0.0, + "TN": 229242, + "TP": 0, + "n_pred": 134, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.4265484049790858, + "FN": 11163, + "FP": 216, + "IoU": 0.2710908974441099, + "TN": 213765, + "TP": 4232, + "n_pred": 4448, + "n_ref": 15395 + }, + "7": { + "Dice": 0.5015740511478193, + "FN": 720, + "FP": 13371, + "IoU": 0.334733959680846, + "TN": 208195, + "TP": 7090, + "n_pred": 20461, + "n_ref": 7810 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 13, + "IoU": 0.0, + "TN": 229363, + "TP": 0, + "n_pred": 13, + "n_ref": 0 + }, + "9": { + "Dice": 0.6694560669456067, + "FN": 22, + "FP": 57, + "IoU": 0.5031446540880503, + "TN": 229217, + "TP": 80, + "n_pred": 137, + "n_ref": 102 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0153.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0153.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9387186629526463, + "FN": 1079, + "FP": 769, + "IoU": 0.884514435695538, + "TN": 196990, + "TP": 14154, + "n_pred": 14923, + "n_ref": 15233 + }, + "10": { + "Dice": 0.5327188940092166, + "FN": 6, + "FP": 1515, + "IoU": 0.3630653266331658, + "TN": 210604, + "TP": 867, + "n_pred": 2382, + "n_ref": 873 + }, + "11": { + "Dice": 0.550486163051608, + "FN": 360, + "FP": 842, + "IoU": 0.3797729618163055, + "TN": 211054, + "TP": 736, + "n_pred": 1578, + "n_ref": 1096 + }, + "12": { + "Dice": 0.6141280353200883, + "FN": 728, + "FP": 1020, + "IoU": 0.4431347562918127, + "TN": 209853, + "TP": 1391, + "n_pred": 2411, + "n_ref": 2119 + }, + "13": { + "Dice": 0.44865625231361517, + "FN": 1477, + "FP": 5970, + "IoU": 0.28920492507397155, + "TN": 202515, + "TP": 3030, + "n_pred": 9000, + "n_ref": 4507 + }, + "14": { + "Dice": 0.8361085696858799, + "FN": 19, + "FP": 2668, + "IoU": 0.7183733361282885, + "TN": 203451, + "TP": 6854, + "n_pred": 9522, + "n_ref": 6873 + }, + "15": { + "Dice": 0.8755215903230343, + "FN": 2671, + "FP": 2639, + "IoU": 0.7786024016010674, + "TN": 189008, + "TP": 18674, + "n_pred": 21313, + "n_ref": 21345 + }, + "2": { + "Dice": 0.9089048106448311, + "FN": 1698, + "FP": 349, + "IoU": 0.8330206378986866, + "TN": 200733, + "TP": 10212, + "n_pred": 10561, + "n_ref": 11910 + }, + "3": { + "Dice": 0.6372775062252144, + "FN": 197, + "FP": 3736, + "IoU": 0.4676502436383324, + "TN": 205604, + "TP": 3455, + "n_pred": 7191, + "n_ref": 3652 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 234, + "IoU": 0.0, + "TN": 212758, + "TP": 0, + "n_pred": 234, + "n_ref": 0 + }, + "5": { + "Dice": 0.8033253615761303, + "FN": 887, + "FP": 840, + "IoU": 0.6712980586220023, + "TN": 207738, + "TP": 3527, + "n_pred": 4367, + "n_ref": 4414 + }, + "6": { + "Dice": 0.9074198180947822, + "FN": 794, + "FP": 1140, + "IoU": 0.8305292674377848, + "TN": 201580, + "TP": 9478, + "n_pred": 10618, + "n_ref": 10272 + }, + "7": { + "Dice": 0.7451163410894059, + "FN": 3442, + "FP": 381, + "IoU": 0.5937732440760812, + "TN": 203581, + "TP": 5588, + "n_pred": 5969, + "n_ref": 9030 + }, + "8": { + "Dice": 0.9154085789599808, + "FN": 89, + "FP": 617, + "IoU": 0.8440123729562528, + "TN": 208466, + "TP": 3820, + "n_pred": 4437, + "n_ref": 3909 + }, + "9": { + "Dice": 0.6829044117647058, + "FN": 614, + "FP": 76, + "IoU": 0.5184926727145848, + "TN": 211559, + "TP": 743, + "n_pred": 819, + "n_ref": 1357 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0160.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0160.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7800194319026119, + "FN": 6386, + "FP": 1312, + "IoU": 0.6393703738405322, + "TN": 208030, + "TP": 13648, + "n_pred": 14960, + "n_ref": 20034 + }, + "10": { + "Dice": 0.6919079435783222, + "FN": 970, + "FP": 1520, + "IoU": 0.52894438138479, + "TN": 224090, + "TP": 2796, + "n_pred": 4316, + "n_ref": 3766 + }, + "11": { + "Dice": 0.13071895424836602, + "FN": 133, + "FP": 0, + "IoU": 0.06993006993006994, + "TN": 229233, + "TP": 10, + "n_pred": 10, + "n_ref": 143 + }, + "12": { + "Dice": 0.736235401183073, + "FN": 920, + "FP": 819, + "IoU": 0.5825732117138742, + "TN": 225210, + "TP": 2427, + "n_pred": 3246, + "n_ref": 3347 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9687087155097573, + "FN": 276, + "FP": 553, + "IoU": 0.9393163018812678, + "TN": 215715, + "TP": 12832, + "n_pred": 13385, + "n_ref": 13108 + }, + "3": { + "Dice": 0.9753176043557169, + "FN": 75, + "FP": 197, + "IoU": 0.9518243003896564, + "TN": 223730, + "TP": 5374, + "n_pred": 5571, + "n_ref": 5449 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.38602065131056396, + "FN": 399, + "FP": 374, + "IoU": 0.23917322834645668, + "TN": 228360, + "TP": 243, + "n_pred": 617, + "n_ref": 642 + }, + "6": { + "Dice": 0.6751012145748988, + "FN": 1684, + "FP": 8588, + "IoU": 0.5095492742551566, + "TN": 208432, + "TP": 10672, + "n_pred": 19260, + "n_ref": 12356 + }, + "7": { + "Dice": 0.7708066581306018, + "FN": 443, + "FP": 94, + "IoU": 0.6270833333333333, + "TN": 227936, + "TP": 903, + "n_pred": 997, + "n_ref": 1346 + }, + "8": { + "Dice": 0.9486072305477944, + "FN": 600, + "FP": 7, + "IoU": 0.9022386857787084, + "TN": 223167, + "TP": 5602, + "n_pred": 5609, + "n_ref": 6202 + }, + "9": { + "Dice": 0.9051535087719298, + "FN": 190, + "FP": 502, + "IoU": 0.8267401101652478, + "TN": 225382, + "TP": 3302, + "n_pred": 3804, + "n_ref": 3492 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0161.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0161.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8721804511278195, + "FN": 16, + "FP": 1, + "IoU": 0.7733333333333333, + "TN": 229301, + "TP": 58, + "n_pred": 59, + "n_ref": 74 + }, + "10": { + "Dice": 0.0, + "FN": 9, + "FP": 1, + "IoU": 0.0, + "TN": 229366, + "TP": 0, + "n_pred": 1, + "n_ref": 9 + }, + "11": { + "Dice": 0.5184436584133401, + "FN": 342, + "FP": 611, + "IoU": 0.3499317871759891, + "TN": 227910, + "TP": 513, + "n_pred": 1124, + "n_ref": 855 + }, + "12": { + "Dice": 0.6996753246753247, + "FN": 782, + "FP": 698, + "IoU": 0.5380774032459426, + "TN": 226172, + "TP": 1724, + "n_pred": 2422, + "n_ref": 2506 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 65, + "IoU": 0.0, + "TN": 229311, + "TP": 0, + "n_pred": 65, + "n_ref": 0 + }, + "14": { + "Dice": 0.915587985406567, + "FN": 488, + "FP": 1201, + "IoU": 0.8443174486127754, + "TN": 218527, + "TP": 9160, + "n_pred": 10361, + "n_ref": 9648 + }, + "15": { + "Dice": 0.8574607766774229, + "FN": 258, + "FP": 1023, + "IoU": 0.7504869497467861, + "TN": 224242, + "TP": 3853, + "n_pred": 4876, + "n_ref": 4111 + }, + "2": { + "Dice": 0.7136658836534475, + "FN": 550, + "FP": 9811, + "IoU": 0.5548059983672067, + "TN": 206103, + "TP": 12912, + "n_pred": 22723, + "n_ref": 13462 + }, + "3": { + "Dice": 0.6324113331987348, + "FN": 10806, + "FP": 118, + "IoU": 0.46242803011662814, + "TN": 209055, + "TP": 9397, + "n_pred": 9515, + "n_ref": 20203 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.939318783068783, + "FN": 190, + "FP": 544, + "IoU": 0.885580670303975, + "TN": 222961, + "TP": 5681, + "n_pred": 6225, + "n_ref": 5871 + }, + "7": { + "Dice": 0.8589743589743589, + "FN": 3, + "FP": 19, + "IoU": 0.7528089887640449, + "TN": 229287, + "TP": 67, + "n_pred": 86, + "n_ref": 70 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8924581005586593, + "FN": 152, + "FP": 2, + "IoU": 0.8058007566204287, + "TN": 228583, + "TP": 639, + "n_pred": 641, + "n_ref": 791 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0166.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0166.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9583053127101546, + "FN": 118, + "FP": 6, + "IoU": 0.9199483537766301, + "TN": 227827, + "TP": 1425, + "n_pred": 1431, + "n_ref": 1543 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 84, + "IoU": 0.0, + "TN": 229292, + "TP": 0, + "n_pred": 84, + "n_ref": 0 + }, + "11": { + "Dice": 0.8348250610252238, + "FN": 337, + "FP": 272, + "IoU": 0.7164804469273743, + "TN": 227228, + "TP": 1539, + "n_pred": 1811, + "n_ref": 1876 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7293729372937293, + "FN": 10, + "FP": 154, + "IoU": 0.574025974025974, + "TN": 228991, + "TP": 221, + "n_pred": 375, + "n_ref": 231 + }, + "14": { + "Dice": 0.9401170127337387, + "FN": 743, + "FP": 301, + "IoU": 0.8870007576577552, + "TN": 220137, + "TP": 8195, + "n_pred": 8496, + "n_ref": 8938 + }, + "15": { + "Dice": 0.930835734870317, + "FN": 300, + "FP": 420, + "IoU": 0.8706199460916442, + "TN": 223811, + "TP": 4845, + "n_pred": 5265, + "n_ref": 5145 + }, + "2": { + "Dice": 0.8278965129358831, + "FN": 78, + "FP": 75, + "IoU": 0.7063339731285988, + "TN": 228855, + "TP": 368, + "n_pred": 443, + "n_ref": 446 + }, + "3": { + "Dice": 0.9736765982065375, + "FN": 247, + "FP": 117, + "IoU": 0.9487034949267192, + "TN": 222280, + "TP": 6732, + "n_pred": 6849, + "n_ref": 6979 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 5263, + "IoU": 0.0, + "TN": 224113, + "TP": 0, + "n_pred": 5263, + "n_ref": 0 + }, + "5": { + "Dice": 0.46366848085553325, + "FN": 5115, + "FP": 502, + "IoU": 0.30180236171535113, + "TN": 221331, + "TP": 2428, + "n_pred": 2930, + "n_ref": 7543 + }, + "6": { + "Dice": 0.8854394249066178, + "FN": 2055, + "FP": 4447, + "IoU": 0.7944291631098043, + "TN": 197747, + "TP": 25127, + "n_pred": 29574, + "n_ref": 27182 + }, + "7": { + "Dice": 0.5757455555154881, + "FN": 11765, + "FP": 0, + "IoU": 0.4042434676929309, + "TN": 209628, + "TP": 7983, + "n_pred": 7983, + "n_ref": 19748 + }, + "8": { + "Dice": 0.9671996298390828, + "FN": 639, + "FP": 637, + "IoU": 0.9364826521977202, + "TN": 209287, + "TP": 18813, + "n_pred": 19450, + "n_ref": 19452 + }, + "9": { + "Dice": 0.9281618887015177, + "FN": 1225, + "FP": 692, + "IoU": 0.8659534298300818, + "TN": 215075, + "TP": 12384, + "n_pred": 13076, + "n_ref": 13609 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0170.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0170.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.32142857142857145, + "FN": 14, + "FP": 100, + "IoU": 0.19148936170212766, + "TN": 196467, + "TP": 27, + "n_pred": 127, + "n_ref": 41 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 172, + "IoU": 0.0, + "TN": 196436, + "TP": 0, + "n_pred": 172, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 196600, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "13": { + "Dice": 0.3263674359440305, + "FN": 3617, + "FP": 90, + "IoU": 0.19500542888165037, + "TN": 192003, + "TP": 898, + "n_pred": 988, + "n_ref": 4515 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 236, + "IoU": 0.0, + "TN": 196372, + "TP": 0, + "n_pred": 236, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9758468122144048, + "FN": 176, + "FP": 157, + "IoU": 0.9528328611898017, + "TN": 189548, + "TP": 6727, + "n_pred": 6884, + "n_ref": 6903 + }, + "4": { + "Dice": 0.791365280289331, + "FN": 3576, + "FP": 116, + "IoU": 0.654759678324294, + "TN": 185914, + "TP": 7002, + "n_pred": 7118, + "n_ref": 10578 + }, + "5": { + "Dice": 0.01442495126705653, + "FN": 4225, + "FP": 831, + "IoU": 0.007264873355586099, + "TN": 191515, + "TP": 37, + "n_pred": 868, + "n_ref": 4262 + }, + "6": { + "Dice": 0.7929028504944735, + "FN": 889, + "FP": 1247, + "IoU": 0.656867469879518, + "TN": 190383, + "TP": 4089, + "n_pred": 5336, + "n_ref": 4978 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 8416, + "IoU": 0.0, + "TN": 188192, + "TP": 0, + "n_pred": 8416, + "n_ref": 0 + }, + "8": { + "Dice": 0.6823529411764706, + "FN": 22, + "FP": 5, + "IoU": 0.5178571428571429, + "TN": 196552, + "TP": 29, + "n_pred": 34, + "n_ref": 51 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0175.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0175.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1302, + "IoU": 0.0, + "TN": 195306, + "TP": 0, + "n_pred": 1302, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.6860732984293194, + "FN": 887, + "FP": 612, + "IoU": 0.5221549250876634, + "TN": 193471, + "TP": 1638, + "n_pred": 2250, + "n_ref": 2525 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.3891341256366723, + "FN": 3527, + "FP": 71, + "IoU": 0.2415682967959528, + "TN": 191864, + "TP": 1146, + "n_pred": 1217, + "n_ref": 4673 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.9465058750773037, + "FN": 1108, + "FP": 622, + "IoU": 0.8984443792192545, + "TN": 179573, + "TP": 15305, + "n_pred": 15927, + "n_ref": 16413 + }, + "2": { + "Dice": 0.47803829220845706, + "FN": 9983, + "FP": 213, + "IoU": 0.31409350824083415, + "TN": 181743, + "TP": 4669, + "n_pred": 4882, + "n_ref": 14652 + }, + "3": { + "Dice": 0.7100975535012003, + "FN": 120, + "FP": 11232, + "IoU": 0.5505048505246486, + "TN": 171353, + "TP": 13903, + "n_pred": 25135, + "n_ref": 14023 + }, + "4": { + "Dice": 0.9170576407506702, + "FN": 937, + "FP": 53, + "IoU": 0.8468203620609625, + "TN": 190145, + "TP": 5473, + "n_pred": 5526, + "n_ref": 6410 + }, + "5": { + "Dice": 0.8121759936195667, + "FN": 972, + "FP": 441, + "IoU": 0.6837511190689346, + "TN": 192140, + "TP": 3055, + "n_pred": 3496, + "n_ref": 4027 + }, + "6": { + "Dice": 0.7189112257605408, + "FN": 1567, + "FP": 1593, + "IoU": 0.5611720594361894, + "TN": 189407, + "TP": 4041, + "n_pred": 5634, + "n_ref": 5608 + }, + "7": { + "Dice": 0.44424131627056673, + "FN": 51, + "FP": 557, + "IoU": 0.28554641598119856, + "TN": 195757, + "TP": 243, + "n_pred": 800, + "n_ref": 294 + }, + "8": { + "Dice": 0.9414662604524535, + "FN": 518, + "FP": 385, + "IoU": 0.8894060012247398, + "TN": 188443, + "TP": 7262, + "n_pred": 7647, + "n_ref": 7780 + }, + "9": { + "Dice": 0.358974358974359, + "FN": 544, + "FP": 3106, + "IoU": 0.21875, + "TN": 191936, + "TP": 1022, + "n_pred": 4128, + "n_ref": 1566 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0180.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0180.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.8313891834570519, + "FN": 346, + "FP": 131, + "IoU": 0.7114337568058077, + "TN": 227723, + "TP": 1176, + "n_pred": 1307, + "n_ref": 1522 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 441, + "FP": 0, + "IoU": 0.0, + "TN": 228935, + "TP": 0, + "n_pred": 0, + "n_ref": 441 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8612887005243877, + "FN": 1035, + "FP": 896, + "IoU": 0.756371435780974, + "TN": 221450, + "TP": 5995, + "n_pred": 6891, + "n_ref": 7030 + }, + "3": { + "Dice": 0.8728273464658169, + "FN": 170, + "FP": 708, + "IoU": 0.7743510665638653, + "TN": 225485, + "TP": 3013, + "n_pred": 3721, + "n_ref": 3183 + }, + "4": { + "Dice": 0.9348065141121642, + "FN": 168, + "FP": 1077, + "IoU": 0.8775931570150428, + "TN": 219205, + "TP": 8926, + "n_pred": 10003, + "n_ref": 9094 + }, + "5": { + "Dice": 0.9168841439304073, + "FN": 655, + "FP": 396, + "IoU": 0.8465245327102804, + "TN": 222528, + "TP": 5797, + "n_pred": 6193, + "n_ref": 6452 + }, + "6": { + "Dice": 0.8763034346429454, + "FN": 2807, + "FP": 2199, + "IoU": 0.7798399155598558, + "TN": 206638, + "TP": 17732, + "n_pred": 19931, + "n_ref": 20539 + }, + "7": { + "Dice": 0.6615384615384615, + "FN": 395, + "FP": 221, + "IoU": 0.4942528735632184, + "TN": 228158, + "TP": 602, + "n_pred": 823, + "n_ref": 997 + }, + "8": { + "Dice": 0.9505726341169379, + "FN": 129, + "FP": 35, + "IoU": 0.9058012636415853, + "TN": 227635, + "TP": 1577, + "n_pred": 1612, + "n_ref": 1706 + }, + "9": { + "Dice": 0.8563801388147357, + "FN": 184, + "FP": 2775, + "IoU": 0.7488328664799253, + "TN": 217595, + "TP": 8822, + "n_pred": 11597, + "n_ref": 9006 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0199.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0199.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5, + "FN": 12, + "FP": 0, + "IoU": 0.3333333333333333, + "TN": 212974, + "TP": 6, + "n_pred": 6, + "n_ref": 18 + }, + "10": { + "Dice": 0.0, + "FN": 288, + "FP": 0, + "IoU": 0.0, + "TN": 212704, + "TP": 0, + "n_pred": 0, + "n_ref": 288 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.2466045272969374, + "FN": 5588, + "FP": 70, + "IoU": 0.14064398541919806, + "TN": 206408, + "TP": 926, + "n_pred": 996, + "n_ref": 6514 + }, + "14": { + "Dice": 0.2353870458135861, + "FN": 220, + "FP": 8492, + "IoU": 0.13339301700984782, + "TN": 202939, + "TP": 1341, + "n_pred": 9833, + "n_ref": 1561 + }, + "15": { + "Dice": 0.5694243981294382, + "FN": 9650, + "FP": 5266, + "IoU": 0.3980386617700472, + "TN": 188213, + "TP": 9863, + "n_pred": 15129, + "n_ref": 19513 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 85, + "IoU": 0.0, + "TN": 212907, + "TP": 0, + "n_pred": 85, + "n_ref": 0 + }, + "3": { + "Dice": 0.956039755351682, + "FN": 1165, + "FP": 675, + "IoU": 0.9157817649212743, + "TN": 191144, + "TP": 20008, + "n_pred": 20683, + "n_ref": 21173 + }, + "4": { + "Dice": 0.306373861810391, + "FN": 434, + "FP": 6041, + "IoU": 0.18089816571790007, + "TN": 205087, + "TP": 1430, + "n_pred": 7471, + "n_ref": 1864 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9692689444550486, + "FN": 778, + "FP": 349, + "IoU": 0.9403703703703704, + "TN": 194092, + "TP": 17773, + "n_pred": 18122, + "n_ref": 18551 + }, + "7": { + "Dice": 0.022857142857142857, + "FN": 1539, + "FP": 0, + "IoU": 0.011560693641618497, + "TN": 211435, + "TP": 18, + "n_pred": 18, + "n_ref": 1557 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 2663, + "IoU": 0.0, + "TN": 210329, + "TP": 0, + "n_pred": 2663, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0212.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0212.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9208122566323375, + "FN": 2867, + "FP": 1485, + "IoU": 0.8532456584049908, + "TN": 166953, + "TP": 25303, + "n_pred": 26788, + "n_ref": 28170 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7182481751824817, + "FN": 279, + "FP": 300, + "IoU": 0.5603644646924829, + "TN": 195291, + "TP": 738, + "n_pred": 1038, + "n_ref": 1017 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 196602, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9743401160415135, + "FN": 255, + "FP": 373, + "IoU": 0.9499641462831647, + "TN": 184057, + "TP": 11923, + "n_pred": 12296, + "n_ref": 12178 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 102, + "IoU": 0.0, + "TN": 196506, + "TP": 0, + "n_pred": 102, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.9264210633738137, + "FN": 430, + "FP": 291, + "IoU": 0.8629277566539924, + "TN": 191348, + "TP": 4539, + "n_pred": 4830, + "n_ref": 4969 + }, + "6": { + "Dice": 0.8913649025069638, + "FN": 4, + "FP": 74, + "IoU": 0.8040201005025126, + "TN": 196210, + "TP": 320, + "n_pred": 394, + "n_ref": 324 + }, + "7": { + "Dice": 0.16231884057971013, + "FN": 289, + "FP": 0, + "IoU": 0.08832807570977919, + "TN": 196291, + "TP": 28, + "n_pred": 28, + "n_ref": 317 + }, + "8": { + "Dice": 0.9574322591674502, + "FN": 409, + "FP": 587, + "IoU": 0.9183405755513651, + "TN": 184411, + "TP": 11201, + "n_pred": 11788, + "n_ref": 11610 + }, + "9": { + "Dice": 0.9717378232110644, + "FN": 160, + "FP": 75, + "IoU": 0.9450292397660819, + "TN": 192333, + "TP": 4040, + "n_pred": 4115, + "n_ref": 4200 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0214.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0214.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 15, + "IoU": 0.0, + "TN": 229361, + "TP": 0, + "n_pred": 15, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 1, + "FP": 266, + "IoU": 0.0, + "TN": 229109, + "TP": 0, + "n_pred": 266, + "n_ref": 1 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5846509834168916, + "FN": 710, + "FP": 367, + "IoU": 0.4130790190735695, + "TN": 227541, + "TP": 758, + "n_pred": 1125, + "n_ref": 1468 + }, + "14": { + "Dice": 0.0, + "FN": 6, + "FP": 0, + "IoU": 0.0, + "TN": 229370, + "TP": 0, + "n_pred": 0, + "n_ref": 6 + }, + "15": { + "Dice": 0.8035002083457349, + "FN": 3301, + "FP": 0, + "IoU": 0.671542288557214, + "TN": 219326, + "TP": 6749, + "n_pred": 6749, + "n_ref": 10050 + }, + "2": { + "Dice": 0.9797191887675507, + "FN": 110, + "FP": 280, + "IoU": 0.9602446483180428, + "TN": 219566, + "TP": 9420, + "n_pred": 9700, + "n_ref": 9530 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.7046379170056957, + "FN": 228, + "FP": 861, + "IoU": 0.5439698492462312, + "TN": 226988, + "TP": 1299, + "n_pred": 2160, + "n_ref": 1527 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9687345359665303, + "FN": 199, + "FP": 496, + "IoU": 0.9393648577909615, + "TN": 217914, + "TP": 10767, + "n_pred": 11263, + "n_ref": 10966 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 387, + "IoU": 0.0, + "TN": 228989, + "TP": 0, + "n_pred": 387, + "n_ref": 0 + }, + "8": { + "Dice": 0.910530749789385, + "FN": 39, + "FP": 1023, + "IoU": 0.8357562635323229, + "TN": 222910, + "TP": 5404, + "n_pred": 6427, + "n_ref": 5443 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0230.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0230.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2474, + "IoU": 0.0, + "TN": 226902, + "TP": 0, + "n_pred": 2474, + "n_ref": 0 + }, + "10": { + "Dice": 0.895291020766306, + "FN": 1088, + "FP": 2492, + "IoU": 0.8104315594387079, + "TN": 210491, + "TP": 15305, + "n_pred": 17797, + "n_ref": 16393 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7751542225058499, + "FN": 559, + "FP": 498, + "IoU": 0.6328586314692601, + "TN": 226497, + "TP": 1822, + "n_pred": 2320, + "n_ref": 2381 + }, + "13": { + "Dice": 0.0, + "FN": 8, + "FP": 195, + "IoU": 0.0, + "TN": 229173, + "TP": 0, + "n_pred": 195, + "n_ref": 8 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9605929404858002, + "FN": 433, + "FP": 104, + "IoU": 0.9241739621575826, + "TN": 222294, + "TP": 6545, + "n_pred": 6649, + "n_ref": 6978 + }, + "3": { + "Dice": 0.785060417429513, + "FN": 137, + "FP": 450, + "IoU": 0.646172393007836, + "TN": 227717, + "TP": 1072, + "n_pred": 1522, + "n_ref": 1209 + }, + "4": { + "Dice": 0.9466095967560262, + "FN": 373, + "FP": 338, + "IoU": 0.8986313088109495, + "TN": 222362, + "TP": 6303, + "n_pred": 6641, + "n_ref": 6676 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8681866135271363, + "FN": 2964, + "FP": 1534, + "IoU": 0.7670757599295738, + "TN": 210065, + "TP": 14813, + "n_pred": 16347, + "n_ref": 17777 + }, + "7": { + "Dice": 0.7863102009859689, + "FN": 1325, + "FP": 929, + "IoU": 0.6478675206998906, + "TN": 222975, + "TP": 4147, + "n_pred": 5076, + "n_ref": 5472 + }, + "8": { + "Dice": 0.9700445284037242, + "FN": 1020, + "FP": 312, + "IoU": 0.9418315210271191, + "TN": 206477, + "TP": 21567, + "n_pred": 21879, + "n_ref": 22587 + }, + "9": { + "Dice": 0.910025706940874, + "FN": 11, + "FP": 129, + "IoU": 0.8349056603773585, + "TN": 228528, + "TP": 708, + "n_pred": 837, + "n_ref": 719 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0239.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0239.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7708461429314667, + "FN": 4694, + "FP": 151, + "IoU": 0.6271356010466369, + "TN": 183614, + "TP": 8149, + "n_pred": 8300, + "n_ref": 12843 + }, + "10": { + "Dice": 0.8927602095562709, + "FN": 787, + "FP": 912, + "IoU": 0.8062934671075134, + "TN": 187837, + "TP": 7072, + "n_pred": 7984, + "n_ref": 7859 + }, + "11": { + "Dice": 0.7700440528634361, + "FN": 662, + "FP": 382, + "IoU": 0.6260744985673352, + "TN": 193816, + "TP": 1748, + "n_pred": 2130, + "n_ref": 2410 + }, + "12": { + "Dice": 0.863690241011458, + "FN": 338, + "FP": 352, + "IoU": 0.7600834492350487, + "TN": 193732, + "TP": 2186, + "n_pred": 2538, + "n_ref": 2524 + }, + "13": { + "Dice": 0.8861091807582426, + "FN": 1208, + "FP": 267, + "IoU": 0.7955081103563011, + "TN": 189395, + "TP": 5738, + "n_pred": 6005, + "n_ref": 6946 + }, + "14": { + "Dice": 0.12540594554084436, + "FN": 17503, + "FP": 2, + "IoU": 0.06689765458422176, + "TN": 177848, + "TP": 1255, + "n_pred": 1257, + "n_ref": 18758 + }, + "15": { + "Dice": 0.6230706742485784, + "FN": 1010, + "FP": 1774, + "IoU": 0.45250737463126844, + "TN": 191523, + "TP": 2301, + "n_pred": 4075, + "n_ref": 3311 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 960, + "IoU": 0.0, + "TN": 195648, + "TP": 0, + "n_pred": 960, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 728, + "IoU": 0.0, + "TN": 195880, + "TP": 0, + "n_pred": 728, + "n_ref": 0 + }, + "6": { + "Dice": 0.5964836966066306, + "FN": 514, + "FP": 20165, + "IoU": 0.4249923532519534, + "TN": 160645, + "TP": 15284, + "n_pred": 35449, + "n_ref": 15798 + }, + "7": { + "Dice": 0.919056486654252, + "FN": 905, + "FP": 399, + "IoU": 0.8502354427472149, + "TN": 187901, + "TP": 7403, + "n_pred": 7802, + "n_ref": 8308 + }, + "8": { + "Dice": 0.9209039548022598, + "FN": 22, + "FP": 6, + "IoU": 0.8534031413612565, + "TN": 196417, + "TP": 163, + "n_pred": 169, + "n_ref": 185 + }, + "9": { + "Dice": 0.44912280701754387, + "FN": 85, + "FP": 72, + "IoU": 0.2895927601809955, + "TN": 196387, + "TP": 64, + "n_pred": 136, + "n_ref": 149 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0268.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0268.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9880803011292346, + "FN": 140, + "FP": 88, + "IoU": 0.9764414135151891, + "TN": 203314, + "TP": 9450, + "n_pred": 9538, + "n_ref": 9590 + }, + "10": { + "Dice": 0.6782024793388429, + "FN": 1234, + "FP": 12, + "IoU": 0.5130910511918718, + "TN": 210433, + "TP": 1313, + "n_pred": 1325, + "n_ref": 2547 + }, + "11": { + "Dice": 0.43923240938166314, + "FN": 7, + "FP": 256, + "IoU": 0.2814207650273224, + "TN": 212626, + "TP": 103, + "n_pred": 359, + "n_ref": 110 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6580645161290323, + "FN": 44, + "FP": 62, + "IoU": 0.49038461538461536, + "TN": 212784, + "TP": 102, + "n_pred": 164, + "n_ref": 146 + }, + "14": { + "Dice": 0.8444392577897071, + "FN": 284, + "FP": 1049, + "IoU": 0.7307614623308423, + "TN": 208041, + "TP": 3618, + "n_pred": 4667, + "n_ref": 3902 + }, + "15": { + "Dice": 0.7472632649398816, + "FN": 8248, + "FP": 202, + "IoU": 0.5965046318403209, + "TN": 192050, + "TP": 12492, + "n_pred": 12694, + "n_ref": 20740 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8031612223393045, + "FN": 1868, + "FP": 0, + "IoU": 0.6710688501496742, + "TN": 207313, + "TP": 3811, + "n_pred": 3811, + "n_ref": 5679 + }, + "5": { + "Dice": 0.6074207061639737, + "FN": 1072, + "FP": 240, + "IoU": 0.43618392780403953, + "TN": 210665, + "TP": 1015, + "n_pred": 1255, + "n_ref": 2087 + }, + "6": { + "Dice": 0.5533910533910534, + "FN": 485, + "FP": 753, + "IoU": 0.3825436408977556, + "TN": 210987, + "TP": 767, + "n_pred": 1520, + "n_ref": 1252 + }, + "7": { + "Dice": 0.7261920486065249, + "FN": 496, + "FP": 3650, + "IoU": 0.5700953961012029, + "TN": 203348, + "TP": 5498, + "n_pred": 9148, + "n_ref": 5994 + }, + "8": { + "Dice": 0.9784981975302329, + "FN": 486, + "FP": 355, + "IoU": 0.9579015868248486, + "TN": 193015, + "TP": 19136, + "n_pred": 19491, + "n_ref": 19622 + }, + "9": { + "Dice": 0.8630712509645889, + "FN": 509, + "FP": 1088, + "IoU": 0.7591251885369532, + "TN": 206362, + "TP": 5033, + "n_pred": 6121, + "n_ref": 5542 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0273.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0273.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3972631142442463, + "FN": 8462, + "FP": 259, + "IoU": 0.2478654592496766, + "TN": 234165, + "TP": 2874, + "n_pred": 3133, + "n_ref": 11336 + }, + "10": { + "Dice": 0.45946949996285014, + "FN": 2244, + "FP": 5031, + "IoU": 0.29825407543165816, + "TN": 235393, + "TP": 3092, + "n_pred": 8123, + "n_ref": 5336 + }, + "11": { + "Dice": 0.3909415971394517, + "FN": 416, + "FP": 2650, + "IoU": 0.24296296296296296, + "TN": 241710, + "TP": 984, + "n_pred": 3634, + "n_ref": 1400 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 1076, + "FP": 488, + "IoU": 0.0, + "TN": 244196, + "TP": 0, + "n_pred": 488, + "n_ref": 1076 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1425, + "IoU": 0.0, + "TN": 244335, + "TP": 0, + "n_pred": 1425, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7883179622310057, + "FN": 5897, + "FP": 851, + "IoU": 0.6505980427691193, + "TN": 226447, + "TP": 12565, + "n_pred": 13416, + "n_ref": 18462 + }, + "3": { + "Dice": 0.7668172690763052, + "FN": 103, + "FP": 5471, + "IoU": 0.6218196621209037, + "TN": 231021, + "TP": 9165, + "n_pred": 14636, + "n_ref": 9268 + }, + "4": { + "Dice": 0.0, + "FN": 7805, + "FP": 0, + "IoU": 0.0, + "TN": 237955, + "TP": 0, + "n_pred": 0, + "n_ref": 7805 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.5998600792884032, + "FN": 960, + "FP": 11051, + "IoU": 0.4284286666032169, + "TN": 224746, + "TP": 9003, + "n_pred": 20054, + "n_ref": 9963 + }, + "7": { + "Dice": 0.5820474047623385, + "FN": 8200, + "FP": 14741, + "IoU": 0.4104843890530644, + "TN": 206845, + "TP": 15974, + "n_pred": 30715, + "n_ref": 24174 + }, + "8": { + "Dice": 0.0602934064162502, + "FN": 5829, + "FP": 0, + "IoU": 0.03108377659574468, + "TN": 239744, + "TP": 187, + "n_pred": 187, + "n_ref": 6016 + }, + "9": { + "Dice": 0.02266666666666667, + "FN": 468, + "FP": 5396, + "IoU": 0.011463250168577209, + "TN": 239828, + "TP": 68, + "n_pred": 5464, + "n_ref": 536 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0330.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0330.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9691060050202742, + "FN": 754, + "FP": 206, + "IoU": 0.9400636823375164, + "TN": 196975, + "TP": 15057, + "n_pred": 15263, + "n_ref": 15811 + }, + "10": { + "Dice": 0.8951748302795824, + "FN": 2504, + "FP": 368, + "IoU": 0.8102411628675256, + "TN": 197857, + "TP": 12263, + "n_pred": 12631, + "n_ref": 14767 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7635860159224646, + "FN": 223, + "FP": 460, + "IoU": 0.6175811870100784, + "TN": 211206, + "TP": 1103, + "n_pred": 1563, + "n_ref": 1326 + }, + "13": { + "Dice": 0.8004147573335118, + "FN": 1765, + "FP": 4202, + "IoU": 0.6672429176890475, + "TN": 195060, + "TP": 11965, + "n_pred": 16167, + "n_ref": 13730 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 335, + "IoU": 0.0, + "TN": 212657, + "TP": 0, + "n_pred": 335, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 99, + "IoU": 0.0, + "TN": 212893, + "TP": 0, + "n_pred": 99, + "n_ref": 0 + }, + "3": { + "Dice": 0.9823583137047541, + "FN": 234, + "FP": 867, + "IoU": 0.9653282947567312, + "TN": 181237, + "TP": 30654, + "n_pred": 31521, + "n_ref": 30888 + }, + "4": { + "Dice": 0.9509338398227287, + "FN": 55, + "FP": 410, + "IoU": 0.9064574532287266, + "TN": 208021, + "TP": 4506, + "n_pred": 4916, + "n_ref": 4561 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9261056425897685, + "FN": 237, + "FP": 296, + "IoU": 0.8623805835269817, + "TN": 209119, + "TP": 3340, + "n_pred": 3636, + "n_ref": 3577 + }, + "7": { + "Dice": 0.7564798071127184, + "FN": 611, + "FP": 197, + "IoU": 0.6083373727581193, + "TN": 210929, + "TP": 1255, + "n_pred": 1452, + "n_ref": 1866 + }, + "8": { + "Dice": 0.9555555555555556, + "FN": 92, + "FP": 820, + "IoU": 0.9148936170212766, + "TN": 202276, + "TP": 9804, + "n_pred": 10624, + "n_ref": 9896 + }, + "9": { + "Dice": 0.7944624594662011, + "FN": 957, + "FP": 691, + "IoU": 0.6590109662735361, + "TN": 208159, + "TP": 3185, + "n_pred": 3876, + "n_ref": 4142 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0387.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0387.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7520273154075972, + "FN": 1162, + "FP": 0, + "IoU": 0.6025991792065664, + "TN": 226452, + "TP": 1762, + "n_pred": 1762, + "n_ref": 2924 + }, + "10": { + "Dice": 0.7659163987138263, + "FN": 171, + "FP": 557, + "IoU": 0.6206357477853048, + "TN": 227457, + "TP": 1191, + "n_pred": 1748, + "n_ref": 1362 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 229370, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 680, + "IoU": 0.0, + "TN": 228696, + "TP": 0, + "n_pred": 680, + "n_ref": 0 + }, + "14": { + "Dice": 0.23840712601519518, + "FN": 2907, + "FP": 0, + "IoU": 0.13533610945865557, + "TN": 226014, + "TP": 455, + "n_pred": 455, + "n_ref": 3362 + }, + "15": { + "Dice": 0.8984397163120568, + "FN": 857, + "FP": 575, + "IoU": 0.815606489827453, + "TN": 221610, + "TP": 6334, + "n_pred": 6909, + "n_ref": 7191 + }, + "2": { + "Dice": 0.7621483375959079, + "FN": 790, + "FP": 2372, + "IoU": 0.6157024793388429, + "TN": 221148, + "TP": 5066, + "n_pred": 7438, + "n_ref": 5856 + }, + "3": { + "Dice": 0.7695303372536801, + "FN": 2392, + "FP": 567, + "IoU": 0.6253956196986961, + "TN": 221477, + "TP": 4940, + "n_pred": 5507, + "n_ref": 7332 + }, + "4": { + "Dice": 0.8715000927127758, + "FN": 474, + "FP": 1605, + "IoU": 0.7722642129477489, + "TN": 220247, + "TP": 7050, + "n_pred": 8655, + "n_ref": 7524 + }, + "5": { + "Dice": 0.6818284509375706, + "FN": 3644, + "FP": 581, + "IoU": 0.5172531992687386, + "TN": 220624, + "TP": 4527, + "n_pred": 5108, + "n_ref": 8171 + }, + "6": { + "Dice": 0.927122464312547, + "FN": 1572, + "FP": 2017, + "IoU": 0.8641456582633054, + "TN": 202958, + "TP": 22829, + "n_pred": 24846, + "n_ref": 24401 + }, + "7": { + "Dice": 0.3495798319327731, + "FN": 6965, + "FP": 388, + "IoU": 0.21181262729124237, + "TN": 220047, + "TP": 1976, + "n_pred": 2364, + "n_ref": 8941 + }, + "8": { + "Dice": 0.9291292606379097, + "FN": 674, + "FP": 297, + "IoU": 0.867639040348964, + "TN": 222040, + "TP": 6365, + "n_pred": 6662, + "n_ref": 7039 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 1831, + "IoU": 0.0, + "TN": 227545, + "TP": 0, + "n_pred": 1831, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0410.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0410.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": 0.6048297217412312, + "FN": 944.4066666666669, + "FP": 1011.88, + "IoU": 0.5207764599090486, + "TN": 212355.2711111111, + "TP": 4141.775555555555, + "n_pred": 5153.655555555555, + "n_ref": 5086.182222222223 + }, + "mean": { + "1": { + "Dice": 0.620794768264934, + "FN": 1398.4666666666667, + "FP": 399.03333333333336, + "IoU": 0.5595142219624235, + "TN": 213193.0, + "TP": 3462.8333333333335, + "n_pred": 3861.866666666667, + "n_ref": 4861.3 + }, + "10": { + "Dice": 0.4545500106596708, + "FN": 2099.9666666666667, + "FP": 1843.9666666666667, + "IoU": 0.3611225430165508, + "TN": 210674.86666666667, + "TP": 3834.5333333333333, + "n_pred": 5678.5, + "n_ref": 5934.5 + }, + "11": { + "Dice": 0.5071539224747258, + "FN": 314.6, + "FP": 211.7, + "IoU": 0.39530417832110976, + "TN": 217361.6, + "TP": 565.4333333333333, + "n_pred": 777.1333333333333, + "n_ref": 880.0333333333333 + }, + "12": { + "Dice": 0.44022743714989976, + "FN": 424.3333333333333, + "FP": 154.5, + "IoU": 0.3508278233654729, + "TN": 217378.4, + "TP": 496.1, + "n_pred": 650.6, + "n_ref": 920.4333333333333 + }, + "13": { + "Dice": 0.42277128414203985, + "FN": 1512.3666666666666, + "FP": 1522.4333333333334, + "IoU": 0.32942914414713825, + "TN": 212401.03333333333, + "TP": 3017.5, + "n_pred": 4539.933333333333, + "n_ref": 4529.866666666667 + }, + "14": { + "Dice": 0.6693673849406506, + "FN": 966.8666666666667, + "FP": 1246.7, + "IoU": 0.5958997429210456, + "TN": 211729.53333333333, + "TP": 4510.233333333334, + "n_pred": 5756.933333333333, + "n_ref": 5477.1 + }, + "15": { + "Dice": 0.5873282316946876, + "FN": 531.2, + "FP": 911.0333333333333, + "IoU": 0.49210641789665666, + "TN": 214634.23333333334, + "TP": 2376.866666666667, + "n_pred": 3287.9, + "n_ref": 2908.0666666666666 + }, + "2": { + "Dice": 0.6303663008041974, + "FN": 656.4, + "FP": 681.5333333333333, + "IoU": 0.571582206942401, + "TN": 212238.43333333332, + "TP": 4876.966666666666, + "n_pred": 5558.5, + "n_ref": 5533.366666666667 + }, + "3": { + "Dice": 0.640478682098454, + "FN": 853.3, + "FP": 661.1333333333333, + "IoU": 0.5942615183150323, + "TN": 209641.46666666667, + "TP": 7297.433333333333, + "n_pred": 7958.566666666667, + "n_ref": 8150.733333333334 + }, + "4": { + "Dice": 0.5229187634481024, + "FN": 733.0, + "FP": 326.56666666666666, + "IoU": 0.45780086653517027, + "TN": 214226.16666666666, + "TP": 3167.6, + "n_pred": 3494.1666666666665, + "n_ref": 3900.6 + }, + "5": { + "Dice": 0.6800524102577603, + "FN": 420.3333333333333, + "FP": 281.93333333333334, + "IoU": 0.5498762849644238, + "TN": 216586.86666666667, + "TP": 1164.2, + "n_pred": 1446.1333333333334, + "n_ref": 1584.5333333333333 + }, + "6": { + "Dice": 0.7538428647891934, + "FN": 1053.2, + "FP": 3483.1666666666665, + "IoU": 0.674728449362878, + "TN": 201091.0, + "TP": 12825.966666666667, + "n_pred": 16309.133333333333, + "n_ref": 13879.166666666666 + }, + "7": { + "Dice": 0.5267547160861273, + "FN": 2039.1333333333334, + "FP": 2028.8, + "IoU": 0.4371086994561816, + "TN": 208991.16666666666, + "TP": 5394.233333333334, + "n_pred": 7423.033333333334, + "n_ref": 7433.366666666667 + }, + "8": { + "Dice": 0.866724318622884, + "FN": 503.4, + "FP": 911.9333333333333, + "IoU": 0.7889285431240821, + "TN": 211717.36666666667, + "TP": 5320.633333333333, + "n_pred": 6232.566666666667, + "n_ref": 5824.033333333334 + }, + "9": { + "Dice": 0.7491147306851402, + "FN": 659.5333333333333, + "FP": 513.7666666666667, + "IoU": 0.6531562583051641, + "TN": 213463.93333333332, + "TP": 3816.1, + "n_pred": 4329.866666666667, + "n_ref": 4475.633333333333 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.770098369060207, + "FN": 6628, + "FP": 547, + "IoU": 0.6261463109629012, + "TN": 193800, + "TP": 12017, + "n_pred": 12564, + "n_ref": 18645 + }, + "10": { + "Dice": 0.741335453100159, + "FN": 697, + "FP": 2557, + "IoU": 0.5889857269167614, + "TN": 205075, + "TP": 4663, + "n_pred": 7220, + "n_ref": 5360 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 55, + "IoU": 0.0, + "TN": 212937, + "TP": 0, + "n_pred": 55, + "n_ref": 0 + }, + "13": { + "Dice": 0.16853932584269662, + "FN": 2705, + "FP": 5287, + "IoU": 0.09202453987730061, + "TN": 204190, + "TP": 810, + "n_pred": 6097, + "n_ref": 3515 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.8684546615581098, + "FN": 4, + "FP": 99, + "IoU": 0.7674943566591422, + "TN": 212549, + "TP": 340, + "n_pred": 439, + "n_ref": 344 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.5821173362156968, + "FN": 68, + "FP": 6891, + "IoU": 0.41055395561578856, + "TN": 201186, + "TP": 4847, + "n_pred": 11738, + "n_ref": 4915 + }, + "7": { + "Dice": 0.8166137475328241, + "FN": 1721, + "FP": 416, + "IoU": 0.690065264684554, + "TN": 206097, + "TP": 4758, + "n_pred": 5174, + "n_ref": 6479 + }, + "8": { + "Dice": 0.9459012520670919, + "FN": 103, + "FP": 126, + "IoU": 0.897355445988346, + "TN": 210761, + "TP": 2002, + "n_pred": 2128, + "n_ref": 2105 + }, + "9": { + "Dice": 0.7370242214532872, + "FN": 428, + "FP": 332, + "IoU": 0.5835616438356165, + "TN": 211167, + "TP": 1065, + "n_pred": 1397, + "n_ref": 1493 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0001.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0001.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.08868074930251096, + "FN": 9123, + "FP": 23, + "IoU": 0.04639766447711396, + "TN": 137865, + "TP": 445, + "n_pred": 468, + "n_ref": 9568 + }, + "10": { + "Dice": 0.0, + "FN": 6532, + "FP": 2, + "IoU": 0.0, + "TN": 140922, + "TP": 0, + "n_pred": 2, + "n_ref": 6532 + }, + "11": { + "Dice": 0.6602254428341385, + "FN": 677, + "FP": 589, + "IoU": 0.49278846153846156, + "TN": 144960, + "TP": 1230, + "n_pred": 1819, + "n_ref": 1907 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 4266, + "IoU": 0.0, + "TN": 143190, + "TP": 0, + "n_pred": 4266, + "n_ref": 0 + }, + "14": { + "Dice": 0.6540780141843971, + "FN": 153, + "FP": 7651, + "IoU": 0.48597022790146227, + "TN": 132274, + "TP": 7378, + "n_pred": 15029, + "n_ref": 7531 + }, + "15": { + "Dice": 0.8264661172893831, + "FN": 1713, + "FP": 456, + "IoU": 0.7042541587128442, + "TN": 140122, + "TP": 5165, + "n_pred": 5621, + "n_ref": 6878 + }, + "2": { + "Dice": 0.7942731277533039, + "FN": 287, + "FP": 647, + "IoU": 0.6587504567044209, + "TN": 144719, + "TP": 1803, + "n_pred": 2450, + "n_ref": 2090 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 147453, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 168, + "FP": 0, + "IoU": 0.0, + "TN": 147288, + "TP": 0, + "n_pred": 0, + "n_ref": 168 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.38409573441420575, + "FN": 402, + "FP": 9171, + "IoU": 0.23769708552317248, + "TN": 134898, + "TP": 2985, + "n_pred": 12156, + "n_ref": 3387 + }, + "7": { + "Dice": 0.0, + "FN": 868, + "FP": 0, + "IoU": 0.0, + "TN": 146588, + "TP": 0, + "n_pred": 0, + "n_ref": 868 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 22, + "FP": 13, + "IoU": 0.0, + "TN": 147421, + "TP": 0, + "n_pred": 13, + "n_ref": 22 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0005.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0005.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9806813627254509, + "FN": 264, + "FP": 218, + "IoU": 0.9620949984271784, + "TN": 200276, + "TP": 12234, + "n_pred": 12452, + "n_ref": 12498 + }, + "10": { + "Dice": 0.3613556538794873, + "FN": 4528, + "FP": 9473, + "IoU": 0.22052110010021156, + "TN": 195030, + "TP": 3961, + "n_pred": 13434, + "n_ref": 8489 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8308080808080808, + "FN": 66, + "FP": 336, + "IoU": 0.7105831533477321, + "TN": 211603, + "TP": 987, + "n_pred": 1323, + "n_ref": 1053 + }, + "13": { + "Dice": 0.20180722891566266, + "FN": 250, + "FP": 810, + "IoU": 0.11222780569514237, + "TN": 211798, + "TP": 134, + "n_pred": 944, + "n_ref": 384 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9654243732425046, + "FN": 256, + "FP": 617, + "IoU": 0.933159788683868, + "TN": 199931, + "TP": 12188, + "n_pred": 12805, + "n_ref": 12444 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 12, + "IoU": 0.0, + "TN": 212980, + "TP": 0, + "n_pred": 12, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1199, + "IoU": 0.0, + "TN": 211793, + "TP": 0, + "n_pred": 1199, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8745938921377517, + "FN": 3522, + "FP": 1496, + "IoU": 0.7771362586605081, + "TN": 190476, + "TP": 17498, + "n_pred": 18994, + "n_ref": 21020 + }, + "7": { + "Dice": 0.4640943193997856, + "FN": 2984, + "FP": 16, + "IoU": 0.30216329378925333, + "TN": 208693, + "TP": 1299, + "n_pred": 1315, + "n_ref": 4283 + }, + "8": { + "Dice": 0.6534524776604387, + "FN": 7586, + "FP": 946, + "IoU": 0.48527992277992277, + "TN": 196416, + "TP": 8044, + "n_pred": 8990, + "n_ref": 15630 + }, + "9": { + "Dice": 0.8442362894697084, + "FN": 743, + "FP": 3381, + "IoU": 0.7304575163398693, + "TN": 197692, + "TP": 11176, + "n_pred": 14557, + "n_ref": 11919 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0015.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0015.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8146679881070367, + "FN": 187, + "FP": 0, + "IoU": 0.6872909698996655, + "TN": 196010, + "TP": 411, + "n_pred": 411, + "n_ref": 598 + }, + "10": { + "Dice": 0.7931835786212239, + "FN": 731, + "FP": 604, + "IoU": 0.6572528883183568, + "TN": 192713, + "TP": 2560, + "n_pred": 3164, + "n_ref": 3291 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6255070993914807, + "FN": 2267, + "FP": 687, + "IoU": 0.45508208817561335, + "TN": 191187, + "TP": 2467, + "n_pred": 3154, + "n_ref": 4734 + }, + "14": { + "Dice": 0.8668011294876966, + "FN": 1558, + "FP": 93, + "IoU": 0.7649152783710665, + "TN": 189585, + "TP": 5372, + "n_pred": 5465, + "n_ref": 6930 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 2795, + "IoU": 0.0, + "TN": 193813, + "TP": 0, + "n_pred": 2795, + "n_ref": 0 + }, + "3": { + "Dice": 0.8575518969219756, + "FN": 3521, + "FP": 260, + "IoU": 0.7506265664160401, + "TN": 181446, + "TP": 11381, + "n_pred": 11641, + "n_ref": 14902 + }, + "4": { + "Dice": 0.8278096523793452, + "FN": 1736, + "FP": 815, + "IoU": 0.7062075319590003, + "TN": 187925, + "TP": 6132, + "n_pred": 6947, + "n_ref": 7868 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9224240458427938, + "FN": 1972, + "FP": 898, + "IoU": 0.85601765915818, + "TN": 176675, + "TP": 17063, + "n_pred": 17961, + "n_ref": 19035 + }, + "7": { + "Dice": 0.0, + "FN": 4, + "FP": 1247, + "IoU": 0.0, + "TN": 195357, + "TP": 0, + "n_pred": 1247, + "n_ref": 4 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0019.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0019.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 16388, + "FP": 0, + "IoU": 0.0, + "TN": 196604, + "TP": 0, + "n_pred": 0, + "n_ref": 16388 + }, + "10": { + "Dice": 0.6387740699667305, + "FN": 6785, + "FP": 381, + "IoU": 0.4692638127684787, + "TN": 199490, + "TP": 6336, + "n_pred": 6717, + "n_ref": 13121 + }, + "11": { + "Dice": 0.0, + "FN": 36, + "FP": 135, + "IoU": 0.0, + "TN": 212821, + "TP": 0, + "n_pred": 135, + "n_ref": 36 + }, + "12": { + "Dice": 0.12084993359893759, + "FN": 2576, + "FP": 72, + "IoU": 0.06431095406360424, + "TN": 210162, + "TP": 182, + "n_pred": 254, + "n_ref": 2758 + }, + "13": { + "Dice": 0.07394156231365534, + "FN": 10, + "FP": 3096, + "IoU": 0.038390092879256967, + "TN": 209762, + "TP": 124, + "n_pred": 3220, + "n_ref": 134 + }, + "14": { + "Dice": 0.8289612291564965, + "FN": 6177, + "FP": 480, + "IoU": 0.70788538329896, + "TN": 190203, + "TP": 16132, + "n_pred": 16612, + "n_ref": 22309 + }, + "15": { + "Dice": 0.024074074074074074, + "FN": 1, + "FP": 3161, + "IoU": 0.01218369259606373, + "TN": 209791, + "TP": 39, + "n_pred": 3200, + "n_ref": 40 + }, + "2": { + "Dice": 0.9531170548154174, + "FN": 595, + "FP": 327, + "IoU": 0.910433262094424, + "TN": 202698, + "TP": 9372, + "n_pred": 9699, + "n_ref": 9967 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 424, + "IoU": 0.0, + "TN": 212568, + "TP": 0, + "n_pred": 424, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 16471, + "IoU": 0.0, + "TN": 196521, + "TP": 0, + "n_pred": 16471, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 498, + "FP": 14, + "IoU": 0.0, + "TN": 212480, + "TP": 0, + "n_pred": 14, + "n_ref": 498 + }, + "8": { + "Dice": 0.960679322840608, + "FN": 256, + "FP": 471, + "IoU": 0.9243338884263114, + "TN": 203384, + "TP": 8881, + "n_pred": 9352, + "n_ref": 9137 + }, + "9": { + "Dice": 0.8003246753246753, + "FN": 422, + "FP": 70, + "IoU": 0.6671177266576455, + "TN": 211514, + "TP": 986, + "n_pred": 1056, + "n_ref": 1408 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0021.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0021.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.08888888888888889, + "FN": 228, + "FP": 2191, + "IoU": 0.046511627906976744, + "TN": 210455, + "TP": 118, + "n_pred": 2309, + "n_ref": 346 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 13, + "IoU": 0.0, + "TN": 212979, + "TP": 0, + "n_pred": 13, + "n_ref": 0 + }, + "12": { + "Dice": 0.5255997135696384, + "FN": 798, + "FP": 527, + "IoU": 0.3564837299660029, + "TN": 210933, + "TP": 734, + "n_pred": 1261, + "n_ref": 1532 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 198, + "IoU": 0.0, + "TN": 212794, + "TP": 0, + "n_pred": 198, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 608, + "IoU": 0.0, + "TN": 212384, + "TP": 0, + "n_pred": 608, + "n_ref": 0 + }, + "3": { + "Dice": 0.9268710847345862, + "FN": 1605, + "FP": 613, + "IoU": 0.8637089836549097, + "TN": 196718, + "TP": 14056, + "n_pred": 14669, + "n_ref": 15661 + }, + "4": { + "Dice": 0.9273418864031977, + "FN": 968, + "FP": 159, + "IoU": 0.8645269864166366, + "TN": 204673, + "TP": 7192, + "n_pred": 7351, + "n_ref": 8160 + }, + "5": { + "Dice": 0.6816579323487375, + "FN": 2597, + "FP": 744, + "IoU": 0.517056952876554, + "TN": 206074, + "TP": 3577, + "n_pred": 4321, + "n_ref": 6174 + }, + "6": { + "Dice": 0.8632630568492907, + "FN": 113, + "FP": 7579, + "IoU": 0.7594220123228974, + "TN": 181019, + "TP": 24281, + "n_pred": 31860, + "n_ref": 24394 + }, + "7": { + "Dice": 0.6567951258025593, + "FN": 7754, + "FP": 15285, + "IoU": 0.4889761334398013, + "TN": 167908, + "TP": 22045, + "n_pred": 37330, + "n_ref": 29799 + }, + "8": { + "Dice": 0.9173855341738554, + "FN": 390, + "FP": 1104, + "IoU": 0.8473797119215446, + "TN": 203203, + "TP": 8295, + "n_pred": 9399, + "n_ref": 8685 + }, + "9": { + "Dice": 0.4637002341920375, + "FN": 412, + "FP": 275, + "IoU": 0.3018292682926829, + "TN": 212008, + "TP": 297, + "n_pred": 572, + "n_ref": 709 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0052.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0052.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2691, + "IoU": 0.0, + "TN": 259453, + "TP": 0, + "n_pred": 2691, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 741, + "IoU": 0.0, + "TN": 261403, + "TP": 0, + "n_pred": 741, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 743, + "FP": 0, + "IoU": 0.0, + "TN": 261401, + "TP": 0, + "n_pred": 0, + "n_ref": 743 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1080, + "IoU": 0.0, + "TN": 261064, + "TP": 0, + "n_pred": 1080, + "n_ref": 0 + }, + "14": { + "Dice": 0.9511544107833978, + "FN": 572, + "FP": 160, + "IoU": 0.9068583789286169, + "TN": 254285, + "TP": 7127, + "n_pred": 7287, + "n_ref": 7699 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8634653324384242, + "FN": 5129, + "FP": 1584, + "IoU": 0.7597351467430208, + "TN": 234204, + "TP": 21227, + "n_pred": 22811, + "n_ref": 26356 + }, + "3": { + "Dice": 0.556011629895673, + "FN": 282, + "FP": 4910, + "IoU": 0.38505270638398675, + "TN": 253701, + "TP": 3251, + "n_pred": 8161, + "n_ref": 3533 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8474744961433193, + "FN": 1966, + "FP": 486, + "IoU": 0.7353195164075993, + "TN": 252880, + "TP": 6812, + "n_pred": 7298, + "n_ref": 8778 + }, + "6": { + "Dice": 0.0, + "FN": 15, + "FP": 43, + "IoU": 0.0, + "TN": 262086, + "TP": 0, + "n_pred": 43, + "n_ref": 15 + }, + "7": { + "Dice": 0.022412517179405858, + "FN": 9199, + "FP": 48, + "IoU": 0.011333262054955629, + "TN": 252791, + "TP": 106, + "n_pred": 154, + "n_ref": 9305 + }, + "8": { + "Dice": 0.9470844090898518, + "FN": 848, + "FP": 1427, + "IoU": 0.899487496686401, + "TN": 239510, + "TP": 20359, + "n_pred": 21786, + "n_ref": 21207 + }, + "9": { + "Dice": 0.7355809417665088, + "FN": 797, + "FP": 1101, + "IoU": 0.5817540766857646, + "TN": 257606, + "TP": 2640, + "n_pred": 3741, + "n_ref": 3437 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0057.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0057.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.3170278637770898, + "FN": 616, + "FP": 487, + "IoU": 0.188373804267844, + "TN": 195249, + "TP": 256, + "n_pred": 743, + "n_ref": 872 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7938715076606154, + "FN": 3988, + "FP": 815, + "IoU": 0.658198121263877, + "TN": 182556, + "TP": 9249, + "n_pred": 10064, + "n_ref": 13237 + }, + "14": { + "Dice": 0.9469548133595285, + "FN": 10, + "FP": 989, + "IoU": 0.8992537313432836, + "TN": 186692, + "TP": 8917, + "n_pred": 9906, + "n_ref": 8927 + }, + "15": { + "Dice": 0.3187855787476281, + "FN": 352, + "FP": 7, + "IoU": 0.18961625282167044, + "TN": 196165, + "TP": 84, + "n_pred": 91, + "n_ref": 436 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.7943595769682726, + "FN": 40, + "FP": 485, + "IoU": 0.6588693957115009, + "TN": 195069, + "TP": 1014, + "n_pred": 1499, + "n_ref": 1054 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9534582534139904, + "FN": 901, + "FP": 1938, + "IoU": 0.9110561107804129, + "TN": 164689, + "TP": 29080, + "n_pred": 31018, + "n_ref": 29981 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 5625, + "IoU": 0.0, + "TN": 190983, + "TP": 0, + "n_pred": 5625, + "n_ref": 0 + }, + "8": { + "Dice": 0.9484230579270444, + "FN": 382, + "FP": 349, + "IoU": 0.9019055287171229, + "TN": 189156, + "TP": 6721, + "n_pred": 7070, + "n_ref": 7103 + }, + "9": { + "Dice": 0.8513551271304833, + "FN": 294, + "FP": 770, + "IoU": 0.7411821941133544, + "TN": 192497, + "TP": 3047, + "n_pred": 3817, + "n_ref": 3341 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0059.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0059.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 161, + "IoU": 0.0, + "TN": 245599, + "TP": 0, + "n_pred": 161, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 340, + "IoU": 0.0, + "TN": 245420, + "TP": 0, + "n_pred": 340, + "n_ref": 0 + }, + "11": { + "Dice": 0.6174710809732749, + "FN": 1146, + "FP": 772, + "IoU": 0.4466243508366994, + "TN": 242294, + "TP": 1548, + "n_pred": 2320, + "n_ref": 2694 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5032679738562091, + "FN": 1139, + "FP": 77, + "IoU": 0.33624454148471616, + "TN": 243928, + "TP": 616, + "n_pred": 693, + "n_ref": 1755 + }, + "14": { + "Dice": 0.8545553960768232, + "FN": 1494, + "FP": 2762, + "IoU": 0.7460469001730413, + "TN": 229001, + "TP": 12503, + "n_pred": 15265, + "n_ref": 13997 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 245758, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "2": { + "Dice": 0.9444384273800498, + "FN": 130, + "FP": 383, + "IoU": 0.8947260414529038, + "TN": 240887, + "TP": 4360, + "n_pred": 4743, + "n_ref": 4490 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9073654111615066, + "FN": 2566, + "FP": 1192, + "IoU": 0.8304381175833596, + "TN": 223597, + "TP": 18405, + "n_pred": 19597, + "n_ref": 20971 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9520636048463169, + "FN": 2378, + "FP": 1535, + "IoU": 0.9085127773491385, + "TN": 202989, + "TP": 38858, + "n_pred": 40393, + "n_ref": 41236 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 138, + "IoU": 0.0, + "TN": 245622, + "TP": 0, + "n_pred": 138, + "n_ref": 0 + }, + "8": { + "Dice": 0.9149886258319994, + "FN": 57, + "FP": 952, + "IoU": 0.8432986488585184, + "TN": 239321, + "TP": 5430, + "n_pred": 6382, + "n_ref": 5487 + }, + "9": { + "Dice": 0.9526350500629535, + "FN": 704, + "FP": 876, + "IoU": 0.9095540672047627, + "TN": 228291, + "TP": 15889, + "n_pred": 16765, + "n_ref": 16593 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0075.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0075.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.95435847208619, + "FN": 766, + "FP": 166, + "IoU": 0.9127013862869989, + "TN": 218700, + "TP": 9744, + "n_pred": 9910, + "n_ref": 10510 + }, + "10": { + "Dice": 0.6855127694670383, + "FN": 1882, + "FP": 9176, + "IoU": 0.5215058416270013, + "TN": 206266, + "TP": 12052, + "n_pred": 21228, + "n_ref": 13934 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7818102317446436, + "FN": 780, + "FP": 1216, + "IoU": 0.6417803302225413, + "TN": 223804, + "TP": 3576, + "n_pred": 4792, + "n_ref": 4356 + }, + "13": { + "Dice": 0.7637746710526315, + "FN": 7448, + "FP": 1744, + "IoU": 0.6178280392482953, + "TN": 205324, + "TP": 14860, + "n_pred": 16604, + "n_ref": 22308 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 72, + "IoU": 0.0, + "TN": 229304, + "TP": 0, + "n_pred": 72, + "n_ref": 0 + }, + "3": { + "Dice": 0.9036269430051813, + "FN": 52, + "FP": 134, + "IoU": 0.8241965973534972, + "TN": 228318, + "TP": 872, + "n_pred": 1006, + "n_ref": 924 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.5412004069175992, + "FN": 1454, + "FP": 1252, + "IoU": 0.37099023709902373, + "TN": 225074, + "TP": 1596, + "n_pred": 2848, + "n_ref": 3050 + }, + "6": { + "Dice": 0.7802197802197802, + "FN": 34, + "FP": 6, + "IoU": 0.6396396396396397, + "TN": 229265, + "TP": 71, + "n_pred": 77, + "n_ref": 105 + }, + "7": { + "Dice": 0.8508745726708487, + "FN": 4148, + "FP": 345, + "IoU": 0.7404540465599908, + "TN": 212065, + "TP": 12818, + "n_pred": 13163, + "n_ref": 16966 + }, + "8": { + "Dice": 0.8736126029359113, + "FN": 1057, + "FP": 1767, + "IoU": 0.775588048315321, + "TN": 216792, + "TP": 9760, + "n_pred": 11527, + "n_ref": 10817 + }, + "9": { + "Dice": 0.8651639677760599, + "FN": 1192, + "FP": 465, + "IoU": 0.7623691381041159, + "TN": 222403, + "TP": 5316, + "n_pred": 5781, + "n_ref": 6508 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0083.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0083.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9768249595784179, + "FN": 35, + "FP": 352, + "IoU": 0.9546997541847126, + "TN": 204449, + "TP": 8156, + "n_pred": 8508, + "n_ref": 8191 + }, + "10": { + "Dice": 0.7528360261258165, + "FN": 4, + "FP": 715, + "IoU": 0.603638368246968, + "TN": 211178, + "TP": 1095, + "n_pred": 1810, + "n_ref": 1099 + }, + "11": { + "Dice": 0.8557076043651481, + "FN": 718, + "FP": 115, + "IoU": 0.7478050257341811, + "TN": 209689, + "TP": 2470, + "n_pred": 2585, + "n_ref": 3188 + }, + "12": { + "Dice": 0.7088607594936709, + "FN": 23, + "FP": 23, + "IoU": 0.5490196078431373, + "TN": 212890, + "TP": 56, + "n_pred": 79, + "n_ref": 79 + }, + "13": { + "Dice": 0.6583806818181818, + "FN": 2627, + "FP": 259, + "IoU": 0.4907358390682901, + "TN": 207325, + "TP": 2781, + "n_pred": 3040, + "n_ref": 5408 + }, + "14": { + "Dice": 0.8973944094180661, + "FN": 1261, + "FP": 578, + "IoU": 0.8138852342880275, + "TN": 203111, + "TP": 8042, + "n_pred": 8620, + "n_ref": 9303 + }, + "15": { + "Dice": 0.6685296646603611, + "FN": 0, + "FP": 1542, + "IoU": 0.5020988052954473, + "TN": 209895, + "TP": 1555, + "n_pred": 3097, + "n_ref": 1555 + }, + "2": { + "Dice": 0.9739952718676123, + "FN": 14, + "FP": 8, + "IoU": 0.9493087557603687, + "TN": 212558, + "TP": 412, + "n_pred": 420, + "n_ref": 426 + }, + "3": { + "Dice": 0.9796416228617896, + "FN": 372, + "FP": 329, + "IoU": 0.96009563385894, + "TN": 195425, + "TP": 16866, + "n_pred": 17195, + "n_ref": 17238 + }, + "4": { + "Dice": 0.930622009569378, + "FN": 890, + "FP": 38, + "IoU": 0.8702460850111857, + "TN": 205840, + "TP": 6224, + "n_pred": 6262, + "n_ref": 7114 + }, + "5": { + "Dice": 0.8386754966887418, + "FN": 1340, + "FP": 487, + "IoU": 0.7221715328467153, + "TN": 206416, + "TP": 4749, + "n_pred": 5236, + "n_ref": 6089 + }, + "6": { + "Dice": 0.9465363305925115, + "FN": 340, + "FP": 1175, + "IoU": 0.8984992630309527, + "TN": 198066, + "TP": 13411, + "n_pred": 14586, + "n_ref": 13751 + }, + "7": { + "Dice": 0.2672811059907834, + "FN": 18, + "FP": 141, + "IoU": 0.15425531914893617, + "TN": 212804, + "TP": 29, + "n_pred": 170, + "n_ref": 47 + }, + "8": { + "Dice": 0.9671244277985851, + "FN": 263, + "FP": 211, + "IoU": 0.9363416599516519, + "TN": 205546, + "TP": 6972, + "n_pred": 7183, + "n_ref": 7235 + }, + "9": { + "Dice": 0.7892841711075904, + "FN": 842, + "FP": 621, + "IoU": 0.6519152985962408, + "TN": 208789, + "TP": 2740, + "n_pred": 3361, + "n_ref": 3582 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0105.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0105.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7594715368175636, + "FN": 4911, + "FP": 41, + "IoU": 0.6122161315583399, + "TN": 183838, + "TP": 7818, + "n_pred": 7859, + "n_ref": 12729 + }, + "10": { + "Dice": 0.8215014742572012, + "FN": 41, + "FP": 746, + "IoU": 0.6970746728252502, + "TN": 194010, + "TP": 1811, + "n_pred": 2557, + "n_ref": 1852 + }, + "11": { + "Dice": 0.8337502842847396, + "FN": 570, + "FP": 161, + "IoU": 0.7148985959438378, + "TN": 194044, + "TP": 1833, + "n_pred": 1994, + "n_ref": 2403 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9259216589861751, + "FN": 808, + "FP": 478, + "IoU": 0.8620615681647539, + "TN": 187285, + "TP": 8037, + "n_pred": 8515, + "n_ref": 8845 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.759620303529813, + "FN": 226, + "FP": 4003, + "IoU": 0.6124094950050408, + "TN": 185697, + "TP": 6682, + "n_pred": 10685, + "n_ref": 6908 + }, + "3": { + "Dice": 0.7785718123690291, + "FN": 4101, + "FP": 20, + "IoU": 0.6374274150976597, + "TN": 185242, + "TP": 7245, + "n_pred": 7265, + "n_ref": 11346 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 894, + "IoU": 0.0, + "TN": 195714, + "TP": 0, + "n_pred": 894, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6583850931677019, + "FN": 379, + "FP": 5506, + "IoU": 0.49074074074074076, + "TN": 185052, + "TP": 5671, + "n_pred": 11177, + "n_ref": 6050 + }, + "7": { + "Dice": 0.8606303230111072, + "FN": 3422, + "FP": 129, + "IoU": 0.7553565277299346, + "TN": 182093, + "TP": 10964, + "n_pred": 11093, + "n_ref": 14386 + }, + "8": { + "Dice": 0.849917340601403, + "FN": 673, + "FP": 2686, + "IoU": 0.739005439005439, + "TN": 183738, + "TP": 9511, + "n_pred": 12197, + "n_ref": 10184 + }, + "9": { + "Dice": 0.9081645983017635, + "FN": 138, + "FP": 1268, + "IoU": 0.8317779373055755, + "TN": 188250, + "TP": 6952, + "n_pred": 8220, + "n_ref": 7090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0159.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0159.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8261474269819193, + "FN": 0, + "FP": 250, + "IoU": 0.7037914691943128, + "TN": 212148, + "TP": 594, + "n_pred": 844, + "n_ref": 594 + }, + "10": { + "Dice": 0.5421859394676277, + "FN": 4507, + "FP": 6036, + "IoU": 0.3719170737519361, + "TN": 196206, + "TP": 6243, + "n_pred": 12279, + "n_ref": 10750 + }, + "11": { + "Dice": 0.05089538171536286, + "FN": 1, + "FP": 1006, + "IoU": 0.02611218568665377, + "TN": 211958, + "TP": 27, + "n_pred": 1033, + "n_ref": 28 + }, + "12": { + "Dice": 0.0, + "FN": 24, + "FP": 12, + "IoU": 0.0, + "TN": 212956, + "TP": 0, + "n_pred": 12, + "n_ref": 24 + }, + "13": { + "Dice": 0.632604761241821, + "FN": 2298, + "FP": 341, + "IoU": 0.46263490124210954, + "TN": 208081, + "TP": 2272, + "n_pred": 2613, + "n_ref": 4570 + }, + "14": { + "Dice": 0.016799022602321318, + "FN": 185, + "FP": 6253, + "IoU": 0.0084706607115355, + "TN": 206499, + "TP": 55, + "n_pred": 6308, + "n_ref": 240 + }, + "15": { + "Dice": 0.8824203220807223, + "FN": 28, + "FP": 1717, + "IoU": 0.7895815748221392, + "TN": 204699, + "TP": 6548, + "n_pred": 8265, + "n_ref": 6576 + }, + "2": { + "Dice": 0.4441240086517664, + "FN": 119, + "FP": 2194, + "IoU": 0.28544949026876737, + "TN": 209755, + "TP": 924, + "n_pred": 3118, + "n_ref": 1043 + }, + "3": { + "Dice": 0.9646621202727836, + "FN": 396, + "FP": 60, + "IoU": 0.9317365269461078, + "TN": 206312, + "TP": 6224, + "n_pred": 6284, + "n_ref": 6620 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 14, + "IoU": 0.0, + "TN": 212978, + "TP": 0, + "n_pred": 14, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9216139809817527, + "FN": 184, + "FP": 4086, + "IoU": 0.8546234509056244, + "TN": 183620, + "TP": 25102, + "n_pred": 29188, + "n_ref": 25286 + }, + "7": { + "Dice": 0.865221918521411, + "FN": 2141, + "FP": 2001, + "IoU": 0.7624591386132936, + "TN": 195555, + "TP": 13295, + "n_pred": 15296, + "n_ref": 15436 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.5996497373029772, + "FN": 359, + "FP": 784, + "IoU": 0.42821410705352675, + "TN": 210993, + "TP": 856, + "n_pred": 1640, + "n_ref": 1215 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0186.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0186.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 316, + "IoU": 0.0, + "TN": 196292, + "TP": 0, + "n_pred": 316, + "n_ref": 0 + }, + "10": { + "Dice": 0.4486890085084216, + "FN": 16, + "FP": 3159, + "IoU": 0.2892321468547123, + "TN": 192141, + "TP": 1292, + "n_pred": 4451, + "n_ref": 1308 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7967479674796748, + "FN": 1099, + "FP": 1801, + "IoU": 0.6621621621621622, + "TN": 188024, + "TP": 5684, + "n_pred": 7485, + "n_ref": 6783 + }, + "14": { + "Dice": 0.9321412868239777, + "FN": 186, + "FP": 740, + "IoU": 0.8729069448256931, + "TN": 189322, + "TP": 6360, + "n_pred": 7100, + "n_ref": 6546 + }, + "15": { + "Dice": 0.8695546656959107, + "FN": 712, + "FP": 363, + "IoU": 0.7692142550450837, + "TN": 191950, + "TP": 3583, + "n_pred": 3946, + "n_ref": 4295 + }, + "2": { + "Dice": 0.9536814507319205, + "FN": 649, + "FP": 199, + "IoU": 0.9114637711422009, + "TN": 187030, + "TP": 8730, + "n_pred": 8929, + "n_ref": 9379 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 336, + "IoU": 0.0, + "TN": 196272, + "TP": 0, + "n_pred": 336, + "n_ref": 0 + }, + "4": { + "Dice": 0.7932218914586673, + "FN": 701, + "FP": 202, + "IoU": 0.6573055028462998, + "TN": 193973, + "TP": 1732, + "n_pred": 1934, + "n_ref": 2433 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9633215962441315, + "FN": 1378, + "FP": 122, + "IoU": 0.9292386074157939, + "TN": 175410, + "TP": 19698, + "n_pred": 19820, + "n_ref": 21076 + }, + "7": { + "Dice": 0.7306806758115251, + "FN": 5287, + "FP": 3018, + "IoU": 0.5756476419191661, + "TN": 177037, + "TP": 11266, + "n_pred": 14284, + "n_ref": 16553 + }, + "8": { + "Dice": 0.9722320356108246, + "FN": 129, + "FP": 264, + "IoU": 0.9459645263302626, + "TN": 189335, + "TP": 6880, + "n_pred": 7144, + "n_ref": 7009 + }, + "9": { + "Dice": 0.9572015161086544, + "FN": 133, + "FP": 409, + "IoU": 0.9179160987429956, + "TN": 190005, + "TP": 6061, + "n_pred": 6470, + "n_ref": 6194 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0188.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0188.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0056179775280898875, + "FN": 174, + "FP": 534, + "IoU": 0.0028169014084507044, + "TN": 245050, + "TP": 2, + "n_pred": 536, + "n_ref": 176 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.21361058601134217, + "FN": 1562, + "FP": 102, + "IoU": 0.11957671957671957, + "TN": 243870, + "TP": 226, + "n_pred": 328, + "n_ref": 1788 + }, + "13": { + "Dice": 0.6666666666666666, + "FN": 5005, + "FP": 2530, + "IoU": 0.5, + "TN": 230690, + "TP": 7535, + "n_pred": 10065, + "n_ref": 12540 + }, + "14": { + "Dice": 0.2873532786161857, + "FN": 7193, + "FP": 882, + "IoU": 0.16778315984746986, + "TN": 236057, + "TP": 1628, + "n_pred": 2510, + "n_ref": 8821 + }, + "15": { + "Dice": 0.4410264162352141, + "FN": 2395, + "FP": 12396, + "IoU": 0.2828953747697081, + "TN": 225134, + "TP": 5835, + "n_pred": 18231, + "n_ref": 8230 + }, + "2": { + "Dice": 0.9562245627116538, + "FN": 529, + "FP": 880, + "IoU": 0.9161209667817597, + "TN": 228962, + "TP": 15389, + "n_pred": 16269, + "n_ref": 15918 + }, + "3": { + "Dice": 0.03933839964237819, + "FN": 1246, + "FP": 903, + "IoU": 0.020063839489284085, + "TN": 243567, + "TP": 44, + "n_pred": 947, + "n_ref": 1290 + }, + "4": { + "Dice": 0.44720609579100146, + "FN": 6094, + "FP": 0, + "IoU": 0.28800093468863186, + "TN": 237201, + "TP": 2465, + "n_pred": 2465, + "n_ref": 8559 + }, + "5": { + "Dice": 0.7163375224416517, + "FN": 274, + "FP": 42, + "IoU": 0.558041958041958, + "TN": 245045, + "TP": 399, + "n_pred": 441, + "n_ref": 673 + }, + "6": { + "Dice": 0.9345638084998358, + "FN": 1250, + "FP": 941, + "IoU": 0.8771654426192745, + "TN": 227923, + "TP": 15646, + "n_pred": 16587, + "n_ref": 16896 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 230, + "IoU": 0.0, + "TN": 245530, + "TP": 0, + "n_pred": 230, + "n_ref": 0 + }, + "8": { + "Dice": 0.8402549884953415, + "FN": 659, + "FP": 3576, + "IoU": 0.7245170103428088, + "TN": 230387, + "TP": 11138, + "n_pred": 14714, + "n_ref": 11797 + }, + "9": { + "Dice": 0.6241749581322037, + "FN": 3592, + "FP": 223, + "IoU": 0.4536732063582987, + "TN": 238777, + "TP": 3168, + "n_pred": 3391, + "n_ref": 6760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0192.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.15257731958762888, + "FN": 34, + "FP": 788, + "IoU": 0.08258928571428571, + "TN": 212096, + "TP": 74, + "n_pred": 862, + "n_ref": 108 + }, + "10": { + "Dice": 0.9093785122590851, + "FN": 737, + "FP": 1440, + "IoU": 0.8338167938931298, + "TN": 199892, + "TP": 10923, + "n_pred": 12363, + "n_ref": 11660 + }, + "11": { + "Dice": 0.7479253112033195, + "FN": 550, + "FP": 422, + "IoU": 0.5973487986743994, + "TN": 210578, + "TP": 1442, + "n_pred": 1864, + "n_ref": 1992 + }, + "12": { + "Dice": 0.6236378876781223, + "FN": 771, + "FP": 127, + "IoU": 0.4531059683313033, + "TN": 211350, + "TP": 744, + "n_pred": 871, + "n_ref": 1515 + }, + "13": { + "Dice": 0.760504043633628, + "FN": 2300, + "FP": 4067, + "IoU": 0.6135591162903618, + "TN": 196516, + "TP": 10109, + "n_pred": 14176, + "n_ref": 12409 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 212991, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "3": { + "Dice": 0.9813099848459337, + "FN": 59, + "FP": 274, + "IoU": 0.9633057851239669, + "TN": 203917, + "TP": 8742, + "n_pred": 9016, + "n_ref": 8801 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.773678963110668, + "FN": 71, + "FP": 610, + "IoU": 0.6308943089430894, + "TN": 211147, + "TP": 1164, + "n_pred": 1774, + "n_ref": 1235 + }, + "6": { + "Dice": 0.9390251398364988, + "FN": 1044, + "FP": 940, + "IoU": 0.8850588030820926, + "TN": 195731, + "TP": 15277, + "n_pred": 16217, + "n_ref": 16321 + }, + "7": { + "Dice": 0.6855813953488372, + "FN": 706, + "FP": 646, + "IoU": 0.521585279547063, + "TN": 210166, + "TP": 1474, + "n_pred": 2120, + "n_ref": 2180 + }, + "8": { + "Dice": 0.8281971248955906, + "FN": 1009, + "FP": 6807, + "IoU": 0.7067717126242731, + "TN": 186337, + "TP": 18839, + "n_pred": 25646, + "n_ref": 19848 + }, + "9": { + "Dice": 0.6845389415299283, + "FN": 2405, + "FP": 325, + "IoU": 0.5203794799718904, + "TN": 207300, + "TP": 2962, + "n_pred": 3287, + "n_ref": 5367 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0215.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0215.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9540417489906365, + "FN": 401, + "FP": 134, + "IoU": 0.9121222076215506, + "TN": 206904, + "TP": 5553, + "n_pred": 5687, + "n_ref": 5954 + }, + "10": { + "Dice": 0.4381577576325935, + "FN": 9712, + "FP": 1072, + "IoU": 0.2805390619787844, + "TN": 198003, + "TP": 4205, + "n_pred": 5277, + "n_ref": 13917 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.14973594283939112, + "FN": 2148, + "FP": 589, + "IoU": 0.0809267965077233, + "TN": 210014, + "TP": 241, + "n_pred": 830, + "n_ref": 2389 + }, + "13": { + "Dice": 0.24932249322493225, + "FN": 3229, + "FP": 3419, + "IoU": 0.14241486068111456, + "TN": 205240, + "TP": 1104, + "n_pred": 4523, + "n_ref": 4333 + }, + "14": { + "Dice": 0.9139889646218761, + "FN": 660, + "FP": 135, + "IoU": 0.8416019127316199, + "TN": 207973, + "TP": 4224, + "n_pred": 4359, + "n_ref": 4884 + }, + "15": { + "Dice": 0.7949237683969331, + "FN": 141, + "FP": 2186, + "IoU": 0.6596460435863682, + "TN": 206155, + "TP": 4510, + "n_pred": 6696, + "n_ref": 4651 + }, + "2": { + "Dice": 0.937170125081339, + "FN": 744, + "FP": 125, + "IoU": 0.8817687074829932, + "TN": 205642, + "TP": 6481, + "n_pred": 6606, + "n_ref": 7225 + }, + "3": { + "Dice": 0.9392996549188211, + "FN": 1334, + "FP": 812, + "IoU": 0.8855466666666667, + "TN": 194242, + "TP": 16604, + "n_pred": 17416, + "n_ref": 17938 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8771428571428571, + "FN": 81, + "FP": 1037, + "IoU": 0.7811704834605598, + "TN": 207883, + "TP": 3991, + "n_pred": 5028, + "n_ref": 4072 + }, + "6": { + "Dice": 0.8101010101010101, + "FN": 1914, + "FP": 154, + "IoU": 0.6808149405772496, + "TN": 206513, + "TP": 4411, + "n_pred": 4565, + "n_ref": 6325 + }, + "7": { + "Dice": 0.6460885186999836, + "FN": 5283, + "FP": 1218, + "IoU": 0.4772014475271411, + "TN": 200557, + "TP": 5934, + "n_pred": 7152, + "n_ref": 11217 + }, + "8": { + "Dice": 0.9455010388365032, + "FN": 130, + "FP": 211, + "IoU": 0.8966353440436496, + "TN": 209693, + "TP": 2958, + "n_pred": 3169, + "n_ref": 3088 + }, + "9": { + "Dice": 0.3847376788553259, + "FN": 0, + "FP": 774, + "IoU": 0.23818897637795275, + "TN": 211976, + "TP": 242, + "n_pred": 1016, + "n_ref": 242 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0235.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0235.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9513810177175923, + "FN": 94, + "FP": 721, + "IoU": 0.9072704517009899, + "TN": 204203, + "TP": 7974, + "n_pred": 8695, + "n_ref": 8068 + }, + "10": { + "Dice": 0.8602969166349448, + "FN": 346, + "FP": 21, + "IoU": 0.7548430193720775, + "TN": 211495, + "TP": 1130, + "n_pred": 1151, + "n_ref": 1476 + }, + "11": { + "Dice": 0.8061420345489443, + "FN": 298, + "FP": 106, + "IoU": 0.6752411575562701, + "TN": 211748, + "TP": 840, + "n_pred": 946, + "n_ref": 1138 + }, + "12": { + "Dice": 0.354127284183995, + "FN": 713, + "FP": 312, + "IoU": 0.21516079632465543, + "TN": 211686, + "TP": 281, + "n_pred": 593, + "n_ref": 994 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 147, + "IoU": 0.0, + "TN": 212845, + "TP": 0, + "n_pred": 147, + "n_ref": 0 + }, + "14": { + "Dice": 0.01078338090707263, + "FN": 0, + "FP": 3119, + "IoU": 0.005420918367346939, + "TN": 209856, + "TP": 17, + "n_pred": 3136, + "n_ref": 17 + }, + "15": { + "Dice": 0.8028185778560716, + "FN": 5761, + "FP": 2522, + "IoU": 0.6705905746669318, + "TN": 187847, + "TP": 16862, + "n_pred": 19384, + "n_ref": 22623 + }, + "2": { + "Dice": 0.852112676056338, + "FN": 51, + "FP": 75, + "IoU": 0.7423312883435583, + "TN": 212503, + "TP": 363, + "n_pred": 438, + "n_ref": 414 + }, + "3": { + "Dice": 0.948858429682778, + "FN": 4132, + "FP": 1114, + "IoU": 0.9026932779344117, + "TN": 159080, + "TP": 48666, + "n_pred": 49780, + "n_ref": 52798 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8718351942129265, + "FN": 397, + "FP": 418, + "IoU": 0.7727906328408141, + "TN": 209405, + "TP": 2772, + "n_pred": 3190, + "n_ref": 3169 + }, + "6": { + "Dice": 0.8784489187173751, + "FN": 1075, + "FP": 555, + "IoU": 0.7832446808510638, + "TN": 205472, + "TP": 5890, + "n_pred": 6445, + "n_ref": 6965 + }, + "7": { + "Dice": 0.7541385652973636, + "FN": 1982, + "FP": 23, + "IoU": 0.6053149606299213, + "TN": 207912, + "TP": 3075, + "n_pred": 3098, + "n_ref": 5057 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9281847708408517, + "FN": 399, + "FP": 596, + "IoU": 0.865993265993266, + "TN": 205567, + "TP": 6430, + "n_pred": 7026, + "n_ref": 6829 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0259.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0259.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 95, + "IoU": 0.0, + "TN": 212897, + "TP": 0, + "n_pred": 95, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 212989, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "12": { + "Dice": 0.8845855925639039, + "FN": 74, + "FP": 224, + "IoU": 0.7930555555555555, + "TN": 211552, + "TP": 1142, + "n_pred": 1366, + "n_ref": 1216 + }, + "13": { + "Dice": 0.03724696356275304, + "FN": 1189, + "FP": 0, + "IoU": 0.018976897689768978, + "TN": 211780, + "TP": 23, + "n_pred": 23, + "n_ref": 1212 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9756692233453548, + "FN": 827, + "FP": 131, + "IoU": 0.9524942973321432, + "TN": 192826, + "TP": 19208, + "n_pred": 19339, + "n_ref": 20035 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9406275919270113, + "FN": 1244, + "FP": 474, + "IoU": 0.8879102237880864, + "TN": 197665, + "TP": 13609, + "n_pred": 14083, + "n_ref": 14853 + }, + "5": { + "Dice": 0.36363636363636365, + "FN": 4, + "FP": 24, + "IoU": 0.2222222222222222, + "TN": 212956, + "TP": 8, + "n_pred": 32, + "n_ref": 12 + }, + "6": { + "Dice": 0.9286081590675351, + "FN": 1024, + "FP": 642, + "IoU": 0.8667306615470762, + "TN": 200491, + "TP": 10835, + "n_pred": 11477, + "n_ref": 11859 + }, + "7": { + "Dice": 0.935974188922746, + "FN": 1777, + "FP": 1795, + "IoU": 0.8796536504834743, + "TN": 183311, + "TP": 26109, + "n_pred": 27904, + "n_ref": 27886 + }, + "8": { + "Dice": 0.9379014989293362, + "FN": 5, + "FP": 111, + "IoU": 0.8830645161290323, + "TN": 212000, + "TP": 876, + "n_pred": 987, + "n_ref": 881 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0263.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0263.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2507, + "IoU": 0.0, + "TN": 226869, + "TP": 0, + "n_pred": 2507, + "n_ref": 0 + }, + "10": { + "Dice": 0.8265187188213903, + "FN": 1650, + "FP": 2071, + "IoU": 0.7043305522447358, + "TN": 216791, + "TP": 8864, + "n_pred": 10935, + "n_ref": 10514 + }, + "11": { + "Dice": 0.7564766839378239, + "FN": 623, + "FP": 317, + "IoU": 0.6083333333333333, + "TN": 226976, + "TP": 1460, + "n_pred": 1777, + "n_ref": 2083 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8565083281924738, + "FN": 286, + "FP": 877, + "IoU": 0.7490289167026327, + "TN": 224742, + "TP": 3471, + "n_pred": 4348, + "n_ref": 3757 + }, + "14": { + "Dice": 0.944608176528376, + "FN": 666, + "FP": 67, + "IoU": 0.8950307890591437, + "TN": 222393, + "TP": 6250, + "n_pred": 6317, + "n_ref": 6916 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 2980, + "IoU": 0.0, + "TN": 226396, + "TP": 0, + "n_pred": 2980, + "n_ref": 0 + }, + "3": { + "Dice": 0.20184679412147224, + "FN": 6131, + "FP": 6, + "IoU": 0.11225227831621583, + "TN": 222463, + "TP": 776, + "n_pred": 782, + "n_ref": 6907 + }, + "4": { + "Dice": 0.8659104719465263, + "FN": 1311, + "FP": 13, + "IoU": 0.7635292016431505, + "TN": 223777, + "TP": 4275, + "n_pred": 4288, + "n_ref": 5586 + }, + "5": { + "Dice": 0.9515514425694066, + "FN": 104, + "FP": 74, + "IoU": 0.9075804776739356, + "TN": 227450, + "TP": 1748, + "n_pred": 1822, + "n_ref": 1852 + }, + "6": { + "Dice": 0.8305708187639071, + "FN": 294, + "FP": 3437, + "IoU": 0.7102360981671326, + "TN": 216500, + "TP": 9145, + "n_pred": 12582, + "n_ref": 9439 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 3814, + "IoU": 0.0, + "TN": 225562, + "TP": 0, + "n_pred": 3814, + "n_ref": 0 + }, + "8": { + "Dice": 0.8525241066364152, + "FN": 220, + "FP": 1860, + "IoU": 0.7429560059317845, + "TN": 221284, + "TP": 6012, + "n_pred": 7872, + "n_ref": 6232 + }, + "9": { + "Dice": 0.7126247798003523, + "FN": 4817, + "FP": 77, + "IoU": 0.5535486225141397, + "TN": 218414, + "TP": 6068, + "n_pred": 6145, + "n_ref": 10885 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0282.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0282.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9271958666040394, + "FN": 632, + "FP": 143, + "IoU": 0.8642732049036778, + "TN": 223666, + "TP": 4935, + "n_pred": 5078, + "n_ref": 5567 + }, + "10": { + "Dice": 0.10141313383208644, + "FN": 4278, + "FP": 46, + "IoU": 0.053415061295971976, + "TN": 224808, + "TP": 244, + "n_pred": 290, + "n_ref": 4522 + }, + "11": { + "Dice": 0.1275797373358349, + "FN": 340, + "FP": 1055, + "IoU": 0.06813627254509018, + "TN": 227879, + "TP": 102, + "n_pred": 1157, + "n_ref": 442 + }, + "12": { + "Dice": 0.5940212150433944, + "FN": 1413, + "FP": 271, + "IoU": 0.4224965706447188, + "TN": 226460, + "TP": 1232, + "n_pred": 1503, + "n_ref": 2645 + }, + "13": { + "Dice": 0.7704170708050436, + "FN": 2255, + "FP": 2479, + "IoU": 0.6265677999526702, + "TN": 216699, + "TP": 7943, + "n_pred": 10422, + "n_ref": 10198 + }, + "14": { + "Dice": 0.9537337854822263, + "FN": 1500, + "FP": 451, + "IoU": 0.9115593834995467, + "TN": 207316, + "TP": 20109, + "n_pred": 20560, + "n_ref": 21609 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9752514000120431, + "FN": 239, + "FP": 172, + "IoU": 0.9516982019038664, + "TN": 220867, + "TP": 8098, + "n_pred": 8270, + "n_ref": 8337 + }, + "3": { + "Dice": 0.9733608395371782, + "FN": 158, + "FP": 139, + "IoU": 0.9481041411846933, + "TN": 223653, + "TP": 5426, + "n_pred": 5565, + "n_ref": 5584 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 10, + "IoU": 0.0, + "TN": 229366, + "TP": 0, + "n_pred": 10, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7934835625792606, + "FN": 184, + "FP": 1933, + "IoU": 0.6576649417852523, + "TN": 223192, + "TP": 4067, + "n_pred": 6000, + "n_ref": 4251 + }, + "7": { + "Dice": 0.9043989547038328, + "FN": 493, + "FP": 385, + "IoU": 0.8254820115285232, + "TN": 224345, + "TP": 4153, + "n_pred": 4538, + "n_ref": 4646 + }, + "8": { + "Dice": 0.4918032786885246, + "FN": 10, + "FP": 610, + "IoU": 0.32608695652173914, + "TN": 228456, + "TP": 300, + "n_pred": 910, + "n_ref": 310 + }, + "9": { + "Dice": 0.8408710217755444, + "FN": 184, + "FP": 6, + "IoU": 0.7254335260115607, + "TN": 228684, + "TP": 502, + "n_pred": 508, + "n_ref": 686 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0297.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0297.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6909090909090909, + "FN": 13, + "FP": 4, + "IoU": 0.5277777777777778, + "TN": 262108, + "TP": 19, + "n_pred": 23, + "n_ref": 32 + }, + "10": { + "Dice": 0.7252197527335096, + "FN": 11092, + "FP": 443, + "IoU": 0.5688978585043166, + "TN": 235387, + "TP": 15222, + "n_pred": 15665, + "n_ref": 26314 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8567839195979899, + "FN": 82, + "FP": 32, + "IoU": 0.7494505494505495, + "TN": 261689, + "TP": 341, + "n_pred": 373, + "n_ref": 423 + }, + "13": { + "Dice": 0.46886156287187625, + "FN": 620, + "FP": 719, + "IoU": 0.3062176165803109, + "TN": 260214, + "TP": 591, + "n_pred": 1310, + "n_ref": 1211 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 286, + "IoU": 0.0, + "TN": 261858, + "TP": 0, + "n_pred": 286, + "n_ref": 0 + }, + "15": { + "Dice": 0.9506172839506173, + "FN": 413, + "FP": 419, + "IoU": 0.9058823529411765, + "TN": 253304, + "TP": 8008, + "n_pred": 8427, + "n_ref": 8421 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 262142, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "3": { + "Dice": 0.9683245345929424, + "FN": 451, + "FP": 233, + "IoU": 0.9385941287368704, + "TN": 251005, + "TP": 10455, + "n_pred": 10688, + "n_ref": 10906 + }, + "4": { + "Dice": 0.9188135357192592, + "FN": 1136, + "FP": 30, + "IoU": 0.8498196805770222, + "TN": 254380, + "TP": 6598, + "n_pred": 6628, + "n_ref": 7734 + }, + "5": { + "Dice": 0.4592833876221498, + "FN": 265, + "FP": 67, + "IoU": 0.29809725158562367, + "TN": 261671, + "TP": 141, + "n_pred": 208, + "n_ref": 406 + }, + "6": { + "Dice": 0.923352756611385, + "FN": 86, + "FP": 256, + "IoU": 0.8576186511240633, + "TN": 259742, + "TP": 2060, + "n_pred": 2316, + "n_ref": 2146 + }, + "7": { + "Dice": 0.807933389465806, + "FN": 1019, + "FP": 1034, + "IoU": 0.677758593627374, + "TN": 255773, + "TP": 4318, + "n_pred": 5352, + "n_ref": 5337 + }, + "8": { + "Dice": 0.9241455959988886, + "FN": 360, + "FP": 1005, + "IoU": 0.8589876033057852, + "TN": 252464, + "TP": 8315, + "n_pred": 9320, + "n_ref": 8675 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0299.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0299.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9377162629757786, + "FN": 76, + "FP": 1220, + "IoU": 0.8827361563517915, + "TN": 218324, + "TP": 9756, + "n_pred": 10976, + "n_ref": 9832 + }, + "10": { + "Dice": 0.010801342869654064, + "FN": 594, + "FP": 6183, + "IoU": 0.005429997064866451, + "TN": 222562, + "TP": 37, + "n_pred": 6220, + "n_ref": 631 + }, + "11": { + "Dice": 0.5989260636100785, + "FN": 751, + "FP": 220, + "IoU": 0.42747641509433965, + "TN": 227680, + "TP": 725, + "n_pred": 945, + "n_ref": 1476 + }, + "12": { + "Dice": 0.8808047402507924, + "FN": 556, + "FP": 309, + "IoU": 0.7869982762866289, + "TN": 225315, + "TP": 3196, + "n_pred": 3505, + "n_ref": 3752 + }, + "13": { + "Dice": 0.8250622724659896, + "FN": 254, + "FP": 659, + "IoU": 0.7022178734507502, + "TN": 226310, + "TP": 2153, + "n_pred": 2812, + "n_ref": 2407 + }, + "14": { + "Dice": 0.9400928139502179, + "FN": 296, + "FP": 556, + "IoU": 0.8869576754676927, + "TN": 221839, + "TP": 6685, + "n_pred": 7241, + "n_ref": 6981 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 367, + "IoU": 0.0, + "TN": 229009, + "TP": 0, + "n_pred": 367, + "n_ref": 0 + }, + "2": { + "Dice": 0.9710770360848406, + "FN": 366, + "FP": 264, + "IoU": 0.9437801177940389, + "TN": 218170, + "TP": 10576, + "n_pred": 10840, + "n_ref": 10942 + }, + "3": { + "Dice": 0.9699027931586071, + "FN": 191, + "FP": 1032, + "IoU": 0.9415643365664867, + "TN": 208447, + "TP": 19706, + "n_pred": 20738, + "n_ref": 19897 + }, + "4": { + "Dice": 0.9645945413063685, + "FN": 622, + "FP": 635, + "IoU": 0.9316104461371055, + "TN": 210996, + "TP": 17123, + "n_pred": 17758, + "n_ref": 17745 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8328552803129075, + "FN": 231, + "FP": 1051, + "IoU": 0.7135835567470956, + "TN": 224900, + "TP": 3194, + "n_pred": 4245, + "n_ref": 3425 + }, + "7": { + "Dice": 0.6764091858037579, + "FN": 50, + "FP": 415, + "IoU": 0.5110410094637224, + "TN": 228425, + "TP": 486, + "n_pred": 901, + "n_ref": 536 + }, + "8": { + "Dice": 0.9742388758782201, + "FN": 299, + "FP": 53, + "IoU": 0.9497716894977168, + "TN": 222368, + "TP": 6656, + "n_pred": 6709, + "n_ref": 6955 + }, + "9": { + "Dice": 0.9679534464388165, + "FN": 58, + "FP": 333, + "IoU": 0.9378970775095299, + "TN": 223080, + "TP": 5905, + "n_pred": 6238, + "n_ref": 5963 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0321.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0321.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9666835571319989, + "FN": 441, + "FP": 85, + "IoU": 0.9355155081525071, + "TN": 172067, + "TP": 7631, + "n_pred": 7716, + "n_ref": 8072 + }, + "10": { + "Dice": 0.8639780377802471, + "FN": 767, + "FP": 1314, + "IoU": 0.7605293440736479, + "TN": 171534, + "TP": 6609, + "n_pred": 7923, + "n_ref": 7376 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8390854184641933, + "FN": 401, + "FP": 345, + "IoU": 0.7227796358231141, + "TN": 177533, + "TP": 1945, + "n_pred": 2290, + "n_ref": 2346 + }, + "13": { + "Dice": 0.8152678847940539, + "FN": 867, + "FP": 1519, + "IoU": 0.6881453404783688, + "TN": 172573, + "TP": 5265, + "n_pred": 6784, + "n_ref": 6132 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.8875255623721882, + "FN": 42, + "FP": 13, + "IoU": 0.7977941176470589, + "TN": 179952, + "TP": 217, + "n_pred": 230, + "n_ref": 259 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 30, + "IoU": 0.0, + "TN": 180194, + "TP": 0, + "n_pred": 30, + "n_ref": 0 + }, + "7": { + "Dice": 0.945415459388728, + "FN": 573, + "FP": 595, + "IoU": 0.8964814322431978, + "TN": 168941, + "TP": 10115, + "n_pred": 10710, + "n_ref": 10688 + }, + "8": { + "Dice": 0.9053497942386831, + "FN": 42, + "FP": 73, + "IoU": 0.8270676691729323, + "TN": 179559, + "TP": 550, + "n_pred": 623, + "n_ref": 592 + }, + "9": { + "Dice": 0.8308439133681852, + "FN": 863, + "FP": 43, + "IoU": 0.710635579687001, + "TN": 177093, + "TP": 2225, + "n_pred": 2268, + "n_ref": 3088 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0332.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0332.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9435089280040668, + "FN": 515, + "FP": 374, + "IoU": 0.8930590641164441, + "TN": 221063, + "TP": 7424, + "n_pred": 7798, + "n_ref": 7939 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 98, + "IoU": 0.0, + "TN": 229278, + "TP": 0, + "n_pred": 98, + "n_ref": 0 + }, + "11": { + "Dice": 0.7794163790398494, + "FN": 1000, + "FP": 406, + "IoU": 0.638560411311054, + "TN": 225486, + "TP": 2484, + "n_pred": 2890, + "n_ref": 3484 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5390279823269514, + "FN": 2442, + "FP": 62, + "IoU": 0.3689516129032258, + "TN": 225408, + "TP": 1464, + "n_pred": 1526, + "n_ref": 3906 + }, + "14": { + "Dice": 0.931371394938199, + "FN": 1161, + "FP": 5, + "IoU": 0.8715576118087685, + "TN": 220298, + "TP": 7912, + "n_pred": 7917, + "n_ref": 9073 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.837335517894629, + "FN": 2911, + "FP": 266, + "IoU": 0.7201867183371499, + "TN": 218022, + "TP": 8177, + "n_pred": 8443, + "n_ref": 11088 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1451, + "IoU": 0.0, + "TN": 227925, + "TP": 0, + "n_pred": 1451, + "n_ref": 0 + }, + "4": { + "Dice": 0.8176876910882119, + "FN": 836, + "FP": 2384, + "IoU": 0.6916004214155732, + "TN": 218935, + "TP": 7221, + "n_pred": 9605, + "n_ref": 8057 + }, + "5": { + "Dice": 0.18666666666666668, + "FN": 103, + "FP": 141, + "IoU": 0.10294117647058823, + "TN": 229104, + "TP": 28, + "n_pred": 169, + "n_ref": 131 + }, + "6": { + "Dice": 0.8941407528641572, + "FN": 398, + "FP": 4453, + "IoU": 0.8085484252900782, + "TN": 204038, + "TP": 20487, + "n_pred": 24940, + "n_ref": 20885 + }, + "7": { + "Dice": 0.6188725490196079, + "FN": 184, + "FP": 438, + "IoU": 0.44809228039041704, + "TN": 228249, + "TP": 505, + "n_pred": 943, + "n_ref": 689 + }, + "8": { + "Dice": 0.3705765407554672, + "FN": 39, + "FP": 1544, + "IoU": 0.22742801366520254, + "TN": 227327, + "TP": 466, + "n_pred": 2010, + "n_ref": 505 + }, + "9": { + "Dice": 0.9677935587117423, + "FN": 105, + "FP": 56, + "IoU": 0.9375968992248062, + "TN": 226796, + "TP": 2419, + "n_pred": 2475, + "n_ref": 2524 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0336.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0336.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8444444444444444, + "FN": 22, + "FP": 6, + "IoU": 0.7307692307692307, + "TN": 212888, + "TP": 76, + "n_pred": 82, + "n_ref": 98 + }, + "10": { + "Dice": 0.8560767590618337, + "FN": 2810, + "FP": 2050, + "IoU": 0.7483690587138863, + "TN": 193678, + "TP": 14454, + "n_pred": 16504, + "n_ref": 17264 + }, + "11": { + "Dice": 0.6296462158531124, + "FN": 702, + "FP": 125, + "IoU": 0.4594771241830065, + "TN": 211462, + "TP": 703, + "n_pred": 828, + "n_ref": 1405 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 57, + "IoU": 0.0, + "TN": 212935, + "TP": 0, + "n_pred": 57, + "n_ref": 0 + }, + "13": { + "Dice": 0.5498888171580231, + "FN": 2272, + "FP": 4003, + "IoU": 0.37920459042342697, + "TN": 202884, + "TP": 3833, + "n_pred": 7836, + "n_ref": 6105 + }, + "14": { + "Dice": 0.9584484346224678, + "FN": 484, + "FP": 238, + "IoU": 0.9202121781412311, + "TN": 203943, + "TP": 8327, + "n_pred": 8565, + "n_ref": 8811 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.019102196752626553, + "FN": 0, + "FP": 1027, + "IoU": 0.009643201542912247, + "TN": 211955, + "TP": 10, + "n_pred": 1037, + "n_ref": 10 + }, + "3": { + "Dice": 0.9740093053104444, + "FN": 633, + "FP": 987, + "IoU": 0.9493354182955434, + "TN": 181017, + "TP": 30355, + "n_pred": 31342, + "n_ref": 30988 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 52, + "IoU": 0.0, + "TN": 212940, + "TP": 0, + "n_pred": 52, + "n_ref": 0 + }, + "5": { + "Dice": 0.6233292831105711, + "FN": 1212, + "FP": 28, + "IoU": 0.4527802294792586, + "TN": 210726, + "TP": 1026, + "n_pred": 1054, + "n_ref": 2238 + }, + "6": { + "Dice": 0.9311865902073224, + "FN": 608, + "FP": 1264, + "IoU": 0.8712340074288073, + "TN": 198454, + "TP": 12666, + "n_pred": 13930, + "n_ref": 13274 + }, + "7": { + "Dice": 0.48938173449105554, + "FN": 4767, + "FP": 114, + "IoU": 0.3239612188365651, + "TN": 205772, + "TP": 2339, + "n_pred": 2453, + "n_ref": 7106 + }, + "8": { + "Dice": 0.8846844689258772, + "FN": 101, + "FP": 862, + "IoU": 0.7932145157826928, + "TN": 208335, + "TP": 3694, + "n_pred": 4556, + "n_ref": 3795 + }, + "9": { + "Dice": 0.9470265588914549, + "FN": 161, + "FP": 573, + "IoU": 0.8993831391363948, + "TN": 205697, + "TP": 6561, + "n_pred": 7134, + "n_ref": 6722 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0341.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0341.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 729, + "IoU": 0.0, + "TN": 228647, + "TP": 0, + "n_pred": 729, + "n_ref": 0 + }, + "10": { + "Dice": 0.8779033915724563, + "FN": 269, + "FP": 2107, + "IoU": 0.7823777248580326, + "TN": 218458, + "TP": 8542, + "n_pred": 10649, + "n_ref": 8811 + }, + "11": { + "Dice": 0.6250288084812169, + "FN": 1612, + "FP": 15, + "IoU": 0.4545759302715387, + "TN": 226393, + "TP": 1356, + "n_pred": 1371, + "n_ref": 2968 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 229369, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "14": { + "Dice": 0.46049425687434736, + "FN": 1895, + "FP": 1205, + "IoU": 0.29911824553470495, + "TN": 224953, + "TP": 1323, + "n_pred": 2528, + "n_ref": 3218 + }, + "15": { + "Dice": 0.761651376146789, + "FN": 1707, + "FP": 891, + "IoU": 0.615054082086235, + "TN": 222627, + "TP": 4151, + "n_pred": 5042, + "n_ref": 5858 + }, + "2": { + "Dice": 0.7393561786085151, + "FN": 182, + "FP": 320, + "IoU": 0.586490939044481, + "TN": 228162, + "TP": 712, + "n_pred": 1032, + "n_ref": 894 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 784, + "IoU": 0.0, + "TN": 228592, + "TP": 0, + "n_pred": 784, + "n_ref": 0 + }, + "5": { + "Dice": 0.824381412190706, + "FN": 1113, + "FP": 51, + "IoU": 0.7012320328542094, + "TN": 225480, + "TP": 2732, + "n_pred": 2783, + "n_ref": 3845 + }, + "6": { + "Dice": 0.2822070777567945, + "FN": 9700, + "FP": 25268, + "IoU": 0.16428469002437743, + "TN": 187534, + "TP": 6874, + "n_pred": 32142, + "n_ref": 16574 + }, + "7": { + "Dice": 0.1797510770703686, + "FN": 620, + "FP": 19942, + "IoU": 0.0987508218277449, + "TN": 206561, + "TP": 2253, + "n_pred": 22195, + "n_ref": 2873 + }, + "8": { + "Dice": 0.9613218174990612, + "FN": 179, + "FP": 27, + "IoU": 0.925524222704266, + "TN": 226610, + "TP": 2560, + "n_pred": 2587, + "n_ref": 2739 + }, + "9": { + "Dice": 0.9641499502894906, + "FN": 259, + "FP": 354, + "IoU": 0.9307813911472448, + "TN": 220520, + "TP": 8243, + "n_pred": 8597, + "n_ref": 8502 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0349.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0349.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9302359137147392, + "FN": 769, + "FP": 198, + "IoU": 0.8695710817372538, + "TN": 221962, + "TP": 6447, + "n_pred": 6645, + "n_ref": 7216 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 38, + "IoU": 0.0, + "TN": 229338, + "TP": 0, + "n_pred": 38, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 156, + "IoU": 0.0, + "TN": 229220, + "TP": 0, + "n_pred": 156, + "n_ref": 0 + }, + "14": { + "Dice": 0.06118857452281034, + "FN": 2300, + "FP": 4635, + "IoU": 0.031559838011450916, + "TN": 222215, + "TP": 226, + "n_pred": 4861, + "n_ref": 2526 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9763689583779539, + "FN": 303, + "FP": 28, + "IoU": 0.9538289859115637, + "TN": 222207, + "TP": 6838, + "n_pred": 6866, + "n_ref": 7141 + }, + "4": { + "Dice": 0.5515401406742663, + "FN": 3354, + "FP": 344, + "IoU": 0.3807769591426658, + "TN": 223404, + "TP": 2274, + "n_pred": 2618, + "n_ref": 5628 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9059249287574958, + "FN": 1151, + "FP": 4230, + "IoU": 0.8280281240012783, + "TN": 198086, + "TP": 25909, + "n_pred": 30139, + "n_ref": 27060 + }, + "7": { + "Dice": 0.9552681789272843, + "FN": 748, + "FP": 96, + "IoU": 0.9143668831168831, + "TN": 219520, + "TP": 9012, + "n_pred": 9108, + "n_ref": 9760 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9273049645390071, + "FN": 242, + "FP": 1316, + "IoU": 0.8644628099173554, + "TN": 217881, + "TP": 9937, + "n_pred": 11253, + "n_ref": 10179 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0362.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0362.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.812532637075718, + "FN": 245, + "FP": 114, + "IoU": 0.6842568161829375, + "TN": 228239, + "TP": 778, + "n_pred": 892, + "n_ref": 1023 + }, + "10": { + "Dice": 0.2911534154535274, + "FN": 586, + "FP": 680, + "IoU": 0.17038007863695936, + "TN": 227850, + "TP": 260, + "n_pred": 940, + "n_ref": 846 + }, + "11": { + "Dice": 0.5324256538874955, + "FN": 414, + "FP": 891, + "IoU": 0.36279296875, + "TN": 227328, + "TP": 743, + "n_pred": 1634, + "n_ref": 1157 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 26, + "IoU": 0.0, + "TN": 229350, + "TP": 0, + "n_pred": 26, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 13, + "FP": 0, + "IoU": 0.0, + "TN": 229363, + "TP": 0, + "n_pred": 0, + "n_ref": 13 + }, + "14": { + "Dice": 0.6458123107971746, + "FN": 1255, + "FP": 6116, + "IoU": 0.47690014903129657, + "TN": 215285, + "TP": 6720, + "n_pred": 12836, + "n_ref": 7975 + }, + "15": { + "Dice": 0.8817273985919227, + "FN": 2713, + "FP": 1302, + "IoU": 0.7884726832095253, + "TN": 210395, + "TP": 14966, + "n_pred": 16268, + "n_ref": 17679 + }, + "2": { + "Dice": 0.9278971448427636, + "FN": 612, + "FP": 633, + "IoU": 0.8654926534140017, + "TN": 220120, + "TP": 8011, + "n_pred": 8644, + "n_ref": 8623 + }, + "3": { + "Dice": 0.9569087063799788, + "FN": 586, + "FP": 392, + "IoU": 0.9173777139477908, + "TN": 217539, + "TP": 10859, + "n_pred": 11251, + "n_ref": 11445 + }, + "4": { + "Dice": 0.8171122994652407, + "FN": 324, + "FP": 18, + "IoU": 0.6907775768535263, + "TN": 228270, + "TP": 764, + "n_pred": 782, + "n_ref": 1088 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9399423833923427, + "FN": 595, + "FP": 2136, + "IoU": 0.8866899012530081, + "TN": 205274, + "TP": 21371, + "n_pred": 23507, + "n_ref": 21966 + }, + "7": { + "Dice": 0.9255640004825673, + "FN": 684, + "FP": 550, + "IoU": 0.861441724679991, + "TN": 220470, + "TP": 7672, + "n_pred": 8222, + "n_ref": 8356 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.94157265532918, + "FN": 215, + "FP": 132, + "IoU": 0.8895959274578428, + "TN": 226233, + "TP": 2796, + "n_pred": 2928, + "n_ref": 3011 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0390.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0390.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8585063230732523, + "FN": 410, + "FP": 183, + "IoU": 0.7520903010033445, + "TN": 243368, + "TP": 1799, + "n_pred": 1982, + "n_ref": 2209 + }, + "10": { + "Dice": 0.6786938775510204, + "FN": 3417, + "FP": 519, + "IoU": 0.5136537748671691, + "TN": 237667, + "TP": 4157, + "n_pred": 4676, + "n_ref": 7574 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 4090, + "IoU": 0.0, + "TN": 241670, + "TP": 0, + "n_pred": 4090, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.5461884091082172, + "FN": 5826, + "FP": 133, + "IoU": 0.37569408067050813, + "TN": 236215, + "TP": 3586, + "n_pred": 3719, + "n_ref": 9412 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 5250, + "IoU": 0.0, + "TN": 240510, + "TP": 0, + "n_pred": 5250, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 55, + "IoU": 0.0, + "TN": 245705, + "TP": 0, + "n_pred": 55, + "n_ref": 0 + }, + "5": { + "Dice": 0.6439347290640394, + "FN": 1629, + "FP": 2997, + "IoU": 0.47485526166420705, + "TN": 236951, + "TP": 4183, + "n_pred": 7180, + "n_ref": 5812 + }, + "6": { + "Dice": 0.9887820512820513, + "FN": 356, + "FP": 288, + "IoU": 0.9778129952456418, + "TN": 216734, + "TP": 28382, + "n_pred": 28670, + "n_ref": 28738 + }, + "7": { + "Dice": 0.743259979041631, + "FN": 4244, + "FP": 1146, + "IoU": 0.5914190418435415, + "TN": 232568, + "TP": 7802, + "n_pred": 8948, + "n_ref": 12046 + }, + "8": { + "Dice": 0.9340834306336907, + "FN": 305, + "FP": 316, + "IoU": 0.8763194582752439, + "TN": 240739, + "TP": 4400, + "n_pred": 4716, + "n_ref": 4705 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 240, + "IoU": 0.0, + "TN": 245520, + "TP": 0, + "n_pred": 240, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0392.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0392.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": 0.6281326163487483, + "FN": 878.171111111111, + "FP": 870.5644444444445, + "IoU": 0.5442832733116449, + "TN": 211427.43555555557, + "TP": 4184.895555555556, + "n_pred": 5055.460000000001, + "n_ref": 5063.066666666667 + }, + "mean": { + "1": { + "Dice": 0.6757580303006244, + "FN": 1010.6, + "FP": 685.4, + "IoU": 0.6245548272278, + "TN": 208969.76666666666, + "TP": 6695.3, + "n_pred": 7380.7, + "n_ref": 7705.9 + }, + "10": { + "Dice": 0.5621101343837313, + "FN": 800.2333333333333, + "FP": 1331.1333333333334, + "IoU": 0.46432787578920914, + "TN": 211867.43333333332, + "TP": 3362.266666666667, + "n_pred": 4693.4, + "n_ref": 4162.5 + }, + "11": { + "Dice": 0.49924476814688135, + "FN": 289.43333333333334, + "FP": 186.1, + "IoU": 0.40373008686177086, + "TN": 216339.23333333334, + "TP": 546.3, + "n_pred": 732.4, + "n_ref": 835.7333333333333 + }, + "12": { + "Dice": 0.5364849123254318, + "FN": 376.3, + "FP": 148.06666666666666, + "IoU": 0.40845510327691864, + "TN": 216331.63333333333, + "TP": 505.06666666666666, + "n_pred": 653.1333333333333, + "n_ref": 881.3666666666667 + }, + "13": { + "Dice": 0.5141211362176202, + "FN": 996.0, + "FP": 659.8, + "IoU": 0.40317659400324096, + "TN": 213812.06666666668, + "TP": 1893.2, + "n_pred": 2553.0, + "n_ref": 2889.2 + }, + "14": { + "Dice": 0.6224152075955494, + "FN": 887.6333333333333, + "FP": 1099.3666666666666, + "IoU": 0.550093312939754, + "TN": 210935.36666666667, + "TP": 4438.7, + "n_pred": 5538.066666666667, + "n_ref": 5326.333333333333 + }, + "15": { + "Dice": 0.6357719426916466, + "FN": 583.6, + "FP": 1469.7333333333333, + "IoU": 0.5297693856096674, + "TN": 211962.96666666667, + "TP": 3344.766666666667, + "n_pred": 4814.5, + "n_ref": 3928.366666666667 + }, + "2": { + "Dice": 0.5878724439874824, + "FN": 594.4, + "FP": 1176.2333333333333, + "IoU": 0.5347273074944023, + "TN": 211075.8, + "TP": 4514.633333333333, + "n_pred": 5690.866666666667, + "n_ref": 5109.033333333334 + }, + "3": { + "Dice": 0.7737169103081383, + "FN": 1277.1666666666667, + "FP": 949.5, + "IoU": 0.7117624302916561, + "TN": 208577.03333333333, + "TP": 6557.366666666667, + "n_pred": 7506.866666666667, + "n_ref": 7834.533333333334 + }, + "4": { + "Dice": 0.6008907689202748, + "FN": 372.96666666666664, + "FP": 516.4333333333333, + "IoU": 0.5271252964232925, + "TN": 213956.16666666666, + "TP": 2515.5, + "n_pred": 3031.9333333333334, + "n_ref": 2888.4666666666667 + }, + "5": { + "Dice": 0.5432291494240509, + "FN": 450.3, + "FP": 297.3666666666667, + "IoU": 0.4459421758508998, + "TN": 215232.8, + "TP": 1380.6, + "n_pred": 1677.9666666666667, + "n_ref": 1830.9 + }, + "6": { + "Dice": 0.7188935188852004, + "FN": 2881.9333333333334, + "FP": 1764.2333333333333, + "IoU": 0.6301553247226389, + "TN": 201905.2, + "TP": 10809.7, + "n_pred": 12573.933333333332, + "n_ref": 13691.633333333333 + }, + "7": { + "Dice": 0.5315405388839293, + "FN": 1906.1333333333334, + "FP": 1484.3, + "IoU": 0.4430018045976541, + "TN": 208584.63333333333, + "TP": 5386.0, + "n_pred": 6870.3, + "n_ref": 7292.133333333333 + }, + "8": { + "Dice": 0.9084768731400965, + "FN": 287.9, + "FP": 261.26666666666665, + "IoU": 0.8557040638577593, + "TN": 210831.93333333332, + "TP": 5979.966666666666, + "n_pred": 6241.233333333334, + "n_ref": 6267.866666666667 + }, + "9": { + "Dice": 0.7114629100205659, + "FN": 457.96666666666664, + "FP": 1029.5333333333333, + "IoU": 0.6317235107280103, + "TN": 211029.5, + "TP": 4844.066666666667, + "n_pred": 5873.6, + "n_ref": 5302.033333333334 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.853907134767837, + "FN": 125, + "FP": 4, + "IoU": 0.7450592885375494, + "TN": 228870, + "TP": 377, + "n_pred": 381, + "n_ref": 502 + }, + "10": { + "Dice": 0.8288224601090689, + "FN": 1891, + "FP": 1499, + "IoU": 0.7076830214710701, + "TN": 217779, + "TP": 8207, + "n_pred": 9706, + "n_ref": 10098 + }, + "11": { + "Dice": 0.7839318320146075, + "FN": 335, + "FP": 375, + "IoU": 0.6446446446446447, + "TN": 227378, + "TP": 1288, + "n_pred": 1663, + "n_ref": 1623 + }, + "12": { + "Dice": 0.0, + "FN": 4, + "FP": 0, + "IoU": 0.0, + "TN": 229372, + "TP": 0, + "n_pred": 0, + "n_ref": 4 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 78, + "IoU": 0.0, + "TN": 229298, + "TP": 0, + "n_pred": 78, + "n_ref": 0 + }, + "14": { + "Dice": 0.23529411764705882, + "FN": 13, + "FP": 0, + "IoU": 0.13333333333333333, + "TN": 229361, + "TP": 2, + "n_pred": 2, + "n_ref": 15 + }, + "15": { + "Dice": 0.5602901178603807, + "FN": 424, + "FP": 61, + "IoU": 0.3891687657430731, + "TN": 228582, + "TP": 309, + "n_pred": 370, + "n_ref": 733 + }, + "2": { + "Dice": 0.662454273362155, + "FN": 0, + "FP": 1015, + "IoU": 0.49527598209845847, + "TN": 227365, + "TP": 996, + "n_pred": 2011, + "n_ref": 996 + }, + "3": { + "Dice": 0.9129290790866476, + "FN": 889, + "FP": 1990, + "IoU": 0.8398063654573782, + "TN": 211404, + "TP": 15093, + "n_pred": 17083, + "n_ref": 15982 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9620462046204621, + "FN": 1421, + "FP": 235, + "IoU": 0.9268680445151033, + "TN": 206732, + "TP": 20988, + "n_pred": 21223, + "n_ref": 22409 + }, + "7": { + "Dice": 0.4633911368015414, + "FN": 1111, + "FP": 3, + "IoU": 0.30156739811912225, + "TN": 227781, + "TP": 481, + "n_pred": 484, + "n_ref": 1592 + }, + "8": { + "Dice": 0.8190045248868778, + "FN": 198, + "FP": 42, + "IoU": 0.6934865900383141, + "TN": 228593, + "TP": 543, + "n_pred": 585, + "n_ref": 741 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0014.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0014.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8105844917099313, + "FN": 83, + "FP": 1048, + "IoU": 0.68149816952971, + "TN": 209441, + "TP": 2420, + "n_pred": 3468, + "n_ref": 2503 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 27, + "FP": 247, + "IoU": 0.0, + "TN": 212718, + "TP": 0, + "n_pred": 247, + "n_ref": 27 + }, + "14": { + "Dice": 0.9326524713363522, + "FN": 1298, + "FP": 100, + "IoU": 0.8738039357284708, + "TN": 201914, + "TP": 9680, + "n_pred": 9780, + "n_ref": 10978 + }, + "15": { + "Dice": 0.8137912883274115, + "FN": 1192, + "FP": 3053, + "IoU": 0.6860439316618593, + "TN": 199471, + "TP": 9276, + "n_pred": 12329, + "n_ref": 10468 + }, + "2": { + "Dice": 0.9267680290138095, + "FN": 254, + "FP": 796, + "IoU": 0.8635300233948532, + "TN": 205298, + "TP": 6644, + "n_pred": 7440, + "n_ref": 6898 + }, + "3": { + "Dice": 0.8962280350294775, + "FN": 943, + "FP": 870, + "IoU": 0.8119684712715204, + "TN": 203350, + "TP": 7829, + "n_pred": 8699, + "n_ref": 8772 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8727832213134666, + "FN": 795, + "FP": 776, + "IoU": 0.7742816091954023, + "TN": 206032, + "TP": 5389, + "n_pred": 6165, + "n_ref": 6184 + }, + "6": { + "Dice": 0.9769470404984424, + "FN": 699, + "FP": 189, + "IoU": 0.9549330085261876, + "TN": 193288, + "TP": 18816, + "n_pred": 19005, + "n_ref": 19515 + }, + "7": { + "Dice": 0.857231054175027, + "FN": 2285, + "FP": 490, + "IoU": 0.7501350621285792, + "TN": 201886, + "TP": 8331, + "n_pred": 8821, + "n_ref": 10616 + }, + "8": { + "Dice": 0.9154949581025422, + "FN": 1097, + "FP": 93, + "IoU": 0.8441592456783656, + "TN": 205356, + "TP": 6446, + "n_pred": 6539, + "n_ref": 7543 + }, + "9": { + "Dice": 0.9154818889762092, + "FN": 133, + "FP": 1050, + "IoU": 0.844137022397892, + "TN": 205402, + "TP": 6407, + "n_pred": 7457, + "n_ref": 6540 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0017.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0017.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8347302383939774, + "FN": 1374, + "FP": 1919, + "IoU": 0.7163407700921699, + "TN": 201383, + "TP": 8316, + "n_pred": 10235, + "n_ref": 9690 + }, + "10": { + "Dice": 0.5703438093229276, + "FN": 354, + "FP": 7794, + "IoU": 0.3989377397462378, + "TN": 199436, + "TP": 5408, + "n_pred": 13202, + "n_ref": 5762 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 26, + "IoU": 0.0, + "TN": 212966, + "TP": 0, + "n_pred": 26, + "n_ref": 0 + }, + "12": { + "Dice": 0.2348008385744235, + "FN": 722, + "FP": 8, + "IoU": 0.1330166270783848, + "TN": 212150, + "TP": 112, + "n_pred": 120, + "n_ref": 834 + }, + "13": { + "Dice": 0.6976421636615812, + "FN": 2137, + "FP": 2659, + "IoU": 0.5356762513312034, + "TN": 202663, + "TP": 5533, + "n_pred": 8192, + "n_ref": 7670 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 1374, + "IoU": 0.0, + "TN": 211618, + "TP": 0, + "n_pred": 1374, + "n_ref": 0 + }, + "2": { + "Dice": 0.6090136603205335, + "FN": 707, + "FP": 10198, + "IoU": 0.43782864212805445, + "TN": 193594, + "TP": 8493, + "n_pred": 18691, + "n_ref": 9200 + }, + "3": { + "Dice": 0.5576234163390127, + "FN": 9940, + "FP": 186, + "IoU": 0.38660043615216866, + "TN": 196484, + "TP": 6382, + "n_pred": 6568, + "n_ref": 16322 + }, + "4": { + "Dice": 0.8497832185666921, + "FN": 1525, + "FP": 831, + "IoU": 0.7388026607538802, + "TN": 203972, + "TP": 6664, + "n_pred": 7495, + "n_ref": 8189 + }, + "5": { + "Dice": 0.7037037037037037, + "FN": 4, + "FP": 28, + "IoU": 0.5428571428571428, + "TN": 212922, + "TP": 38, + "n_pred": 66, + "n_ref": 42 + }, + "6": { + "Dice": 0.7762913415087328, + "FN": 2708, + "FP": 904, + "IoU": 0.6343759489826906, + "TN": 203113, + "TP": 6267, + "n_pred": 7171, + "n_ref": 8975 + }, + "7": { + "Dice": 0.7632713129401871, + "FN": 568, + "FP": 3936, + "IoU": 0.617169570760731, + "TN": 201227, + "TP": 7261, + "n_pred": 11197, + "n_ref": 7829 + }, + "8": { + "Dice": 0.9633213123405753, + "FN": 199, + "FP": 218, + "IoU": 0.9292380790768708, + "TN": 207099, + "TP": 5476, + "n_pred": 5694, + "n_ref": 5675 + }, + "9": { + "Dice": 0.9631056875758225, + "FN": 162, + "FP": 355, + "IoU": 0.9288368891947695, + "TN": 205727, + "TP": 6748, + "n_pred": 7103, + "n_ref": 6910 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0025.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0025.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9891528558218935, + "FN": 332, + "FP": 278, + "IoU": 0.9785385075467051, + "TN": 200953, + "TP": 27813, + "n_pred": 28091, + "n_ref": 28145 + }, + "10": { + "Dice": 0.18077474892395984, + "FN": 154, + "FP": 3272, + "IoU": 0.09936908517350158, + "TN": 225572, + "TP": 378, + "n_pred": 3650, + "n_ref": 532 + }, + "11": { + "Dice": 0.8269794721407625, + "FN": 351, + "FP": 534, + "IoU": 0.705, + "TN": 226376, + "TP": 2115, + "n_pred": 2649, + "n_ref": 2466 + }, + "12": { + "Dice": 0.6955684007707129, + "FN": 826, + "FP": 438, + "IoU": 0.5332348596750369, + "TN": 226668, + "TP": 1444, + "n_pred": 1882, + "n_ref": 2270 + }, + "13": { + "Dice": 0.19383259911894274, + "FN": 1051, + "FP": 596, + "IoU": 0.1073170731707317, + "TN": 227531, + "TP": 198, + "n_pred": 794, + "n_ref": 1249 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.9025206774320599, + "FN": 833, + "FP": 157, + "IoU": 0.8223577965189306, + "TN": 223803, + "TP": 4583, + "n_pred": 4740, + "n_ref": 5416 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9621796020792257, + "FN": 697, + "FP": 569, + "IoU": 0.9271157167530224, + "TN": 212006, + "TP": 16104, + "n_pred": 16673, + "n_ref": 16801 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6728095549127554, + "FN": 13507, + "FP": 519, + "IoU": 0.5069427356135973, + "TN": 200929, + "TP": 14421, + "n_pred": 14940, + "n_ref": 27928 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 7635, + "IoU": 0.0, + "TN": 221741, + "TP": 0, + "n_pred": 7635, + "n_ref": 0 + }, + "8": { + "Dice": 0.8418803418803419, + "FN": 59, + "FP": 15, + "IoU": 0.7269372693726938, + "TN": 229105, + "TP": 197, + "n_pred": 212, + "n_ref": 256 + }, + "9": { + "Dice": 0.34279176201372996, + "FN": 105, + "FP": 2767, + "IoU": 0.20684893675780172, + "TN": 225755, + "TP": 749, + "n_pred": 3516, + "n_ref": 854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0030.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0030.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 21, + "IoU": 0.0, + "TN": 245739, + "TP": 0, + "n_pred": 21, + "n_ref": 0 + }, + "10": { + "Dice": 0.6333374379181546, + "FN": 3628, + "FP": 5305, + "IoU": 0.46341902931283036, + "TN": 229112, + "TP": 7715, + "n_pred": 13020, + "n_ref": 11343 + }, + "11": { + "Dice": 0.7609929078014185, + "FN": 563, + "FP": 785, + "IoU": 0.6141957641671437, + "TN": 242266, + "TP": 2146, + "n_pred": 2931, + "n_ref": 2709 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 4247, + "FP": 20, + "IoU": 0.0, + "TN": 241493, + "TP": 0, + "n_pred": 20, + "n_ref": 4247 + }, + "14": { + "Dice": 0.8868771509800988, + "FN": 538, + "FP": 974, + "IoU": 0.7967468745799167, + "TN": 238321, + "TP": 5927, + "n_pred": 6901, + "n_ref": 6465 + }, + "15": { + "Dice": 0.8214308146473212, + "FN": 309, + "FP": 2534, + "IoU": 0.696972926881262, + "TN": 236378, + "TP": 6539, + "n_pred": 9073, + "n_ref": 6848 + }, + "2": { + "Dice": 0.9524555903866249, + "FN": 1577, + "FP": 789, + "IoU": 0.9092269326683292, + "TN": 219695, + "TP": 23699, + "n_pred": 24488, + "n_ref": 25276 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.13435946769280102, + "FN": 2370, + "FP": 3029, + "IoU": 0.07201787555861121, + "TN": 239942, + "TP": 419, + "n_pred": 3448, + "n_ref": 2789 + }, + "5": { + "Dice": 0.0, + "FN": 15, + "FP": 0, + "IoU": 0.0, + "TN": 245745, + "TP": 0, + "n_pred": 0, + "n_ref": 15 + }, + "6": { + "Dice": 0.7865497557043447, + "FN": 5508, + "FP": 7467, + "IoU": 0.6481928364198368, + "TN": 208879, + "TP": 23906, + "n_pred": 31373, + "n_ref": 29414 + }, + "7": { + "Dice": 0.21214057507987222, + "FN": 2548, + "FP": 1151, + "IoU": 0.11865618298784847, + "TN": 241563, + "TP": 498, + "n_pred": 1649, + "n_ref": 3046 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7099941211052322, + "FN": 6319, + "FP": 3547, + "IoU": 0.5503805313767488, + "TN": 223817, + "TP": 12077, + "n_pred": 15624, + "n_ref": 18396 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0049.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0049.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8042527271720472, + "FN": 466, + "FP": 3069, + "IoU": 0.672594239140502, + "TN": 218579, + "TP": 7262, + "n_pred": 10331, + "n_ref": 7728 + }, + "11": { + "Dice": 0.0, + "FN": 98, + "FP": 5, + "IoU": 0.0, + "TN": 229273, + "TP": 0, + "n_pred": 5, + "n_ref": 98 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.2920634920634921, + "FN": 2163, + "FP": 67, + "IoU": 0.17100371747211895, + "TN": 226686, + "TP": 460, + "n_pred": 527, + "n_ref": 2623 + }, + "14": { + "Dice": 0.9240710047800917, + "FN": 1868, + "FP": 1293, + "IoU": 0.8588587247722808, + "TN": 206980, + "TP": 19235, + "n_pred": 20528, + "n_ref": 21103 + }, + "15": { + "Dice": 0.8143753178504831, + "FN": 714, + "FP": 1476, + "IoU": 0.6868744638261367, + "TN": 222382, + "TP": 4804, + "n_pred": 6280, + "n_ref": 5518 + }, + "2": { + "Dice": 0.9175721878067771, + "FN": 1867, + "FP": 568, + "IoU": 0.847698273705279, + "TN": 213388, + "TP": 13553, + "n_pred": 14121, + "n_ref": 15420 + }, + "3": { + "Dice": 0.9582621893378865, + "FN": 232, + "FP": 208, + "IoU": 0.9198688763431069, + "TN": 223885, + "TP": 5051, + "n_pred": 5259, + "n_ref": 5283 + }, + "4": { + "Dice": 0.568814799756048, + "FN": 1851, + "FP": 270, + "IoU": 0.39744318181818183, + "TN": 225856, + "TP": 1399, + "n_pred": 1669, + "n_ref": 3250 + }, + "5": { + "Dice": 0.0, + "FN": 93, + "FP": 49, + "IoU": 0.0, + "TN": 229234, + "TP": 0, + "n_pred": 49, + "n_ref": 93 + }, + "6": { + "Dice": 0.9194145452474515, + "FN": 1092, + "FP": 323, + "IoU": 0.8508485295667756, + "TN": 219889, + "TP": 8072, + "n_pred": 8395, + "n_ref": 9164 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 3471, + "IoU": 0.0, + "TN": 225905, + "TP": 0, + "n_pred": 3471, + "n_ref": 0 + }, + "8": { + "Dice": 0.947190250507786, + "FN": 113, + "FP": 1135, + "IoU": 0.8996784565916399, + "TN": 216936, + "TP": 11192, + "n_pred": 12327, + "n_ref": 11305 + }, + "9": { + "Dice": 0.0, + "FN": 116, + "FP": 0, + "IoU": 0.0, + "TN": 229260, + "TP": 0, + "n_pred": 0, + "n_ref": 116 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0050.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0050.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8434979838709677, + "FN": 325, + "FP": 2159, + "IoU": 0.7293528001743299, + "TN": 203814, + "TP": 6694, + "n_pred": 8853, + "n_ref": 7019 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.7855143456962911, + "FN": 412, + "FP": 814, + "IoU": 0.6467876692595794, + "TN": 209521, + "TP": 2245, + "n_pred": 3059, + "n_ref": 2657 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7358490566037735, + "FN": 46, + "FP": 10, + "IoU": 0.582089552238806, + "TN": 212858, + "TP": 78, + "n_pred": 88, + "n_ref": 124 + }, + "14": { + "Dice": 0.9371353077177144, + "FN": 236, + "FP": 906, + "IoU": 0.8817070644292522, + "TN": 203338, + "TP": 8512, + "n_pred": 9418, + "n_ref": 8748 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1995, + "IoU": 0.0, + "TN": 210997, + "TP": 0, + "n_pred": 1995, + "n_ref": 0 + }, + "3": { + "Dice": 0.8204484195050232, + "FN": 5490, + "FP": 372, + "IoU": 0.6955595949104129, + "TN": 193737, + "TP": 13393, + "n_pred": 13765, + "n_ref": 18883 + }, + "4": { + "Dice": 0.8577424023154848, + "FN": 984, + "FP": 982, + "IoU": 0.7509185354111237, + "TN": 205099, + "TP": 5927, + "n_pred": 6909, + "n_ref": 6911 + }, + "5": { + "Dice": 0.828995735921188, + "FN": 431, + "FP": 732, + "IoU": 0.7079357106981417, + "TN": 209010, + "TP": 2819, + "n_pred": 3551, + "n_ref": 3250 + }, + "6": { + "Dice": 0.9143017823152795, + "FN": 6641, + "FP": 1283, + "IoU": 0.8421325257998964, + "TN": 162798, + "TP": 42270, + "n_pred": 43553, + "n_ref": 48911 + }, + "7": { + "Dice": 0.6099747184555274, + "FN": 509, + "FP": 1188, + "IoU": 0.43882275132275134, + "TN": 209968, + "TP": 1327, + "n_pred": 2515, + "n_ref": 1836 + }, + "8": { + "Dice": 0.9101576824349101, + "FN": 78, + "FP": 412, + "IoU": 0.8351278600269179, + "TN": 210020, + "TP": 2482, + "n_pred": 2894, + "n_ref": 2560 + }, + "9": { + "Dice": 0.7947245535432574, + "FN": 657, + "FP": 2596, + "IoU": 0.6593717277486911, + "TN": 203442, + "TP": 6297, + "n_pred": 8893, + "n_ref": 6954 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0066.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0066.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 5021, + "IoU": 0.0, + "TN": 207971, + "TP": 0, + "n_pred": 5021, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9462040426547828, + "FN": 347, + "FP": 1005, + "IoU": 0.8979006192418064, + "TN": 199750, + "TP": 11890, + "n_pred": 12895, + "n_ref": 12237 + }, + "4": { + "Dice": 0.9338935905782092, + "FN": 481, + "FP": 636, + "IoU": 0.8759853447318752, + "TN": 203985, + "TP": 7890, + "n_pred": 8526, + "n_ref": 8371 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.38072164056416025, + "FN": 7023, + "FP": 134, + "IoU": 0.2351180934060062, + "TN": 203635, + "TP": 2200, + "n_pred": 2334, + "n_ref": 9223 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1019, + "IoU": 0.0, + "TN": 211973, + "TP": 0, + "n_pred": 1019, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0076.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0076.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.46355920147944424, + "FN": 11250, + "FP": 63, + "IoU": 0.30170977100179003, + "TN": 196791, + "TP": 4888, + "n_pred": 4951, + "n_ref": 16138 + }, + "10": { + "Dice": 0.8369161144334896, + "FN": 240, + "FP": 2787, + "IoU": 0.7195664257921067, + "TN": 202198, + "TP": 7767, + "n_pred": 10554, + "n_ref": 8007 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7098976109215017, + "FN": 71, + "FP": 14, + "IoU": 0.5502645502645502, + "TN": 212803, + "TP": 104, + "n_pred": 118, + "n_ref": 175 + }, + "13": { + "Dice": 0.5427164784245584, + "FN": 1530, + "FP": 49, + "IoU": 0.37241653418124004, + "TN": 210476, + "TP": 937, + "n_pred": 986, + "n_ref": 2467 + }, + "14": { + "Dice": 0.9169202275433258, + "FN": 1026, + "FP": 230, + "IoU": 0.846586051056553, + "TN": 204805, + "TP": 6931, + "n_pred": 7161, + "n_ref": 7957 + }, + "15": { + "Dice": 0.7058199936393512, + "FN": 407, + "FP": 2368, + "IoU": 0.5453800786369594, + "TN": 206888, + "TP": 3329, + "n_pred": 5697, + "n_ref": 3736 + }, + "2": { + "Dice": 0.8719856819894499, + "FN": 1377, + "FP": 1341, + "IoU": 0.773027139874739, + "TN": 201017, + "TP": 9257, + "n_pred": 10598, + "n_ref": 10634 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9746471914276009, + "FN": 327, + "FP": 494, + "IoU": 0.9505481267317191, + "TN": 196390, + "TP": 15781, + "n_pred": 16275, + "n_ref": 16108 + }, + "5": { + "Dice": 0.6764888981116414, + "FN": 1079, + "FP": 480, + "IoU": 0.5111320163060521, + "TN": 209803, + "TP": 1630, + "n_pred": 2110, + "n_ref": 2709 + }, + "6": { + "Dice": 0.5063221550302364, + "FN": 1244, + "FP": 14920, + "IoU": 0.3389768126610232, + "TN": 188539, + "TP": 8289, + "n_pred": 23209, + "n_ref": 9533 + }, + "7": { + "Dice": 0.8186277273496082, + "FN": 2013, + "FP": 1204, + "IoU": 0.6929464541376348, + "TN": 202515, + "TP": 7260, + "n_pred": 8464, + "n_ref": 9273 + }, + "8": { + "Dice": 0.9409527431777123, + "FN": 460, + "FP": 782, + "IoU": 0.8884898545519841, + "TN": 201854, + "TP": 9896, + "n_pred": 10678, + "n_ref": 10356 + }, + "9": { + "Dice": 0.9058268858800773, + "FN": 530, + "FP": 1028, + "IoU": 0.827864324384046, + "TN": 203941, + "TP": 7493, + "n_pred": 8521, + "n_ref": 8023 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0077.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0077.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8405501089324618, + "FN": 3249, + "FP": 1435, + "IoU": 0.7249559600704639, + "TN": 195962, + "TP": 12346, + "n_pred": 13781, + "n_ref": 15595 + }, + "11": { + "Dice": 0.0, + "FN": 6, + "FP": 81, + "IoU": 0.0, + "TN": 212905, + "TP": 0, + "n_pred": 81, + "n_ref": 6 + }, + "12": { + "Dice": 0.7150319210679048, + "FN": 290, + "FP": 201, + "IoU": 0.5564588979223125, + "TN": 211885, + "TP": 616, + "n_pred": 817, + "n_ref": 906 + }, + "13": { + "Dice": 0.5496068888056908, + "FN": 2094, + "FP": 312, + "IoU": 0.3789364997418689, + "TN": 209118, + "TP": 1468, + "n_pred": 1780, + "n_ref": 3562 + }, + "14": { + "Dice": 0.867226481684313, + "FN": 95, + "FP": 996, + "IoU": 0.7655779974215728, + "TN": 208338, + "TP": 3563, + "n_pred": 4559, + "n_ref": 3658 + }, + "15": { + "Dice": 0.8141888666093765, + "FN": 1089, + "FP": 2803, + "IoU": 0.6866092277961189, + "TN": 200573, + "TP": 8527, + "n_pred": 11330, + "n_ref": 9616 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 288, + "IoU": 0.0, + "TN": 212704, + "TP": 0, + "n_pred": 288, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 8280, + "IoU": 0.0, + "TN": 204712, + "TP": 0, + "n_pred": 8280, + "n_ref": 0 + }, + "4": { + "Dice": 0.7198443579766537, + "FN": 281, + "FP": 7, + "IoU": 0.5623100303951368, + "TN": 212334, + "TP": 370, + "n_pred": 377, + "n_ref": 651 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.32149532710280376, + "FN": 41, + "FP": 322, + "IoU": 0.1915367483296214, + "TN": 212543, + "TP": 86, + "n_pred": 408, + "n_ref": 127 + }, + "7": { + "Dice": 0.9288635558561169, + "FN": 1892, + "FP": 317, + "IoU": 0.8671757561180927, + "TN": 196361, + "TP": 14422, + "n_pred": 14739, + "n_ref": 16314 + }, + "8": { + "Dice": 0.9541122767678386, + "FN": 338, + "FP": 235, + "IoU": 0.9122511485451761, + "TN": 206462, + "TP": 5957, + "n_pred": 6192, + "n_ref": 6295 + }, + "9": { + "Dice": 0.9317137463042782, + "FN": 551, + "FP": 1366, + "IoU": 0.8721573857952651, + "TN": 197997, + "TP": 13078, + "n_pred": 14444, + "n_ref": 13629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0086.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0086.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9098032152024137, + "FN": 195, + "FP": 1808, + "IoU": 0.8345311854605535, + "TN": 200887, + "TP": 10102, + "n_pred": 11910, + "n_ref": 10297 + }, + "10": { + "Dice": 0.8497350276369023, + "FN": 3412, + "FP": 1862, + "IoU": 0.7387298127415041, + "TN": 192806, + "TP": 14912, + "n_pred": 16774, + "n_ref": 18324 + }, + "11": { + "Dice": 0.5946456692913386, + "FN": 993, + "FP": 294, + "IoU": 0.42312864186463467, + "TN": 210761, + "TP": 944, + "n_pred": 1238, + "n_ref": 1937 + }, + "12": { + "Dice": 0.7394789579158316, + "FN": 771, + "FP": 529, + "IoU": 0.5866454689984102, + "TN": 209847, + "TP": 1845, + "n_pred": 2374, + "n_ref": 2616 + }, + "13": { + "Dice": 0.5568857262452909, + "FN": 3877, + "FP": 1416, + "IoU": 0.38589163476041305, + "TN": 204373, + "TP": 3326, + "n_pred": 4742, + "n_ref": 7203 + }, + "14": { + "Dice": 0.8721560130010835, + "FN": 1135, + "FP": 45, + "IoU": 0.7732949087415946, + "TN": 207787, + "TP": 4025, + "n_pred": 4070, + "n_ref": 5160 + }, + "15": { + "Dice": 0.768091656599509, + "FN": 5938, + "FP": 13, + "IoU": 0.623497406048336, + "TN": 197186, + "TP": 9855, + "n_pred": 9868, + "n_ref": 15793 + }, + "2": { + "Dice": 0.9325929752066116, + "FN": 31, + "FP": 491, + "IoU": 0.8736994918945076, + "TN": 208859, + "TP": 3611, + "n_pred": 4102, + "n_ref": 3642 + }, + "3": { + "Dice": 0.9372254499078929, + "FN": 150, + "FP": 736, + "IoU": 0.8818666666666667, + "TN": 205492, + "TP": 6614, + "n_pred": 7350, + "n_ref": 6764 + }, + "4": { + "Dice": 0.8753121358415182, + "FN": 141, + "FP": 608, + "IoU": 0.7782711663706335, + "TN": 209614, + "TP": 2629, + "n_pred": 3237, + "n_ref": 2770 + }, + "5": { + "Dice": 0.16988416988416988, + "FN": 321, + "FP": 539, + "IoU": 0.09282700421940929, + "TN": 212044, + "TP": 88, + "n_pred": 627, + "n_ref": 409 + }, + "6": { + "Dice": 0.8687759776062431, + "FN": 1948, + "FP": 2693, + "IoU": 0.767996400719856, + "TN": 192988, + "TP": 15363, + "n_pred": 18056, + "n_ref": 17311 + }, + "7": { + "Dice": 0.9034263877194119, + "FN": 82, + "FP": 1409, + "IoU": 0.8238629651506202, + "TN": 204527, + "TP": 6974, + "n_pred": 8383, + "n_ref": 7056 + }, + "8": { + "Dice": 0.9775225824522092, + "FN": 176, + "FP": 145, + "IoU": 0.9560334200794411, + "TN": 205691, + "TP": 6980, + "n_pred": 7125, + "n_ref": 7156 + }, + "9": { + "Dice": 0.814679821529567, + "FN": 1069, + "FP": 1880, + "IoU": 0.6873078146538013, + "TN": 203561, + "TP": 6482, + "n_pred": 8362, + "n_ref": 7551 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0116.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0116.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9472557276425666, + "FN": 438, + "FP": 301, + "IoU": 0.8997966101694915, + "TN": 205617, + "TP": 6636, + "n_pred": 6937, + "n_ref": 7074 + }, + "10": { + "Dice": 0.030310948523647765, + "FN": 3711, + "FP": 0, + "IoU": 0.015388697267179624, + "TN": 209223, + "TP": 58, + "n_pred": 58, + "n_ref": 3769 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.33251833740831294, + "FN": 498, + "FP": 48, + "IoU": 0.19941348973607037, + "TN": 212310, + "TP": 136, + "n_pred": 184, + "n_ref": 634 + }, + "14": { + "Dice": 0.4311657879320445, + "FN": 1641, + "FP": 301, + "IoU": 0.2748319641523525, + "TN": 210314, + "TP": 736, + "n_pred": 1037, + "n_ref": 2377 + }, + "15": { + "Dice": 0.5445263754963131, + "FN": 798, + "FP": 5, + "IoU": 0.37412314886983633, + "TN": 211709, + "TP": 480, + "n_pred": 485, + "n_ref": 1278 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9531508359360646, + "FN": 969, + "FP": 51, + "IoU": 0.9104949104949105, + "TN": 201596, + "TP": 10376, + "n_pred": 10427, + "n_ref": 11345 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 425, + "IoU": 0.0, + "TN": 212567, + "TP": 0, + "n_pred": 425, + "n_ref": 0 + }, + "5": { + "Dice": 0.8288740245261984, + "FN": 148, + "FP": 1694, + "IoU": 0.7077582103760114, + "TN": 206689, + "TP": 4461, + "n_pred": 6155, + "n_ref": 4609 + }, + "6": { + "Dice": 0.6764995083579154, + "FN": 9759, + "FP": 1098, + "IoU": 0.5111441307578009, + "TN": 190783, + "TP": 11352, + "n_pred": 12450, + "n_ref": 21111 + }, + "7": { + "Dice": 0.3813801551653736, + "FN": 1211, + "FP": 304, + "IoU": 0.23562058526740667, + "TN": 211010, + "TP": 467, + "n_pred": 771, + "n_ref": 1678 + }, + "8": { + "Dice": 0.962815894715943, + "FN": 808, + "FP": 503, + "IoU": 0.9282979654342595, + "TN": 194708, + "TP": 16973, + "n_pred": 17476, + "n_ref": 17781 + }, + "9": { + "Dice": 0.7925178689106301, + "FN": 537, + "FP": 3556, + "IoU": 0.6563392107472712, + "TN": 201082, + "TP": 7817, + "n_pred": 11373, + "n_ref": 8354 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0156.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0156.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9715432511706891, + "FN": 537, + "FP": 16, + "IoU": 0.9446612628840189, + "TN": 235767, + "TP": 9440, + "n_pred": 9456, + "n_ref": 9977 + }, + "10": { + "Dice": 0.6221990620114644, + "FN": 78, + "FP": 1372, + "IoU": 0.451588502269289, + "TN": 243116, + "TP": 1194, + "n_pred": 2566, + "n_ref": 1272 + }, + "11": { + "Dice": 0.8156565656565656, + "FN": 95, + "FP": 489, + "IoU": 0.6886993603411514, + "TN": 243884, + "TP": 1292, + "n_pred": 1781, + "n_ref": 1387 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5482912332838039, + "FN": 1217, + "FP": 607, + "IoU": 0.37768679631525076, + "TN": 242829, + "TP": 1107, + "n_pred": 1714, + "n_ref": 2324 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.913109098749461, + "FN": 779, + "FP": 27, + "IoU": 0.8401110890696291, + "TN": 240719, + "TP": 4235, + "n_pred": 4262, + "n_ref": 5014 + }, + "3": { + "Dice": 0.9843670564311133, + "FN": 147, + "FP": 99, + "IoU": 0.9692153672881992, + "TN": 237769, + "TP": 7745, + "n_pred": 7844, + "n_ref": 7892 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 272, + "IoU": 0.0, + "TN": 245488, + "TP": 0, + "n_pred": 272, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8856339695221187, + "FN": 1817, + "FP": 2048, + "IoU": 0.7947424322889007, + "TN": 226930, + "TP": 14965, + "n_pred": 17013, + "n_ref": 16782 + }, + "7": { + "Dice": 0.7701146265702741, + "FN": 8136, + "FP": 227, + "IoU": 0.6261678065352465, + "TN": 223389, + "TP": 14008, + "n_pred": 14235, + "n_ref": 22144 + }, + "8": { + "Dice": 0.22388059701492538, + "FN": 6, + "FP": 98, + "IoU": 0.12605042016806722, + "TN": 245641, + "TP": 15, + "n_pred": 113, + "n_ref": 21 + }, + "9": { + "Dice": 0.9569883117259781, + "FN": 71, + "FP": 1412, + "IoU": 0.9175240531672321, + "TN": 227779, + "TP": 16498, + "n_pred": 17910, + "n_ref": 16569 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0158.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0158.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9024668240657819, + "FN": 1875, + "FP": 521, + "IoU": 0.8222683777167866, + "TN": 215895, + "TP": 11085, + "n_pred": 11606, + "n_ref": 12960 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 49, + "IoU": 0.0, + "TN": 229327, + "TP": 0, + "n_pred": 49, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9184369263047469, + "FN": 266, + "FP": 45, + "IoU": 0.8491755577109602, + "TN": 227314, + "TP": 1751, + "n_pred": 1796, + "n_ref": 2017 + }, + "14": { + "Dice": 0.0, + "FN": 1345, + "FP": 7559, + "IoU": 0.0, + "TN": 220472, + "TP": 0, + "n_pred": 7559, + "n_ref": 1345 + }, + "15": { + "Dice": 0.367003367003367, + "FN": 3231, + "FP": 10681, + "IoU": 0.22474226804123712, + "TN": 211431, + "TP": 4033, + "n_pred": 14714, + "n_ref": 7264 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 655, + "IoU": 0.0, + "TN": 228721, + "TP": 0, + "n_pred": 655, + "n_ref": 0 + }, + "3": { + "Dice": 0.9188063121712411, + "FN": 1062, + "FP": 497, + "IoU": 0.8498073217726397, + "TN": 218996, + "TP": 8821, + "n_pred": 9318, + "n_ref": 9883 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7520495771738429, + "FN": 656, + "FP": 3185, + "IoU": 0.6026277674322367, + "TN": 219710, + "TP": 5825, + "n_pred": 9010, + "n_ref": 6481 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 6302, + "IoU": 0.0, + "TN": 223074, + "TP": 0, + "n_pred": 6302, + "n_ref": 0 + }, + "7": { + "Dice": 0.9135531135531135, + "FN": 2521, + "FP": 311, + "IoU": 0.8408631153068106, + "TN": 211580, + "TP": 14964, + "n_pred": 15275, + "n_ref": 17485 + }, + "8": { + "Dice": 0.964093407359875, + "FN": 600, + "FP": 687, + "IoU": 0.9306760032318879, + "TN": 210811, + "TP": 17278, + "n_pred": 17965, + "n_ref": 17878 + }, + "9": { + "Dice": 0.8645731108930323, + "FN": 0, + "FP": 828, + "IoU": 0.7614520311149524, + "TN": 225905, + "TP": 2643, + "n_pred": 3471, + "n_ref": 2643 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0171.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0171.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 3487, + "IoU": 0.0, + "TN": 209505, + "TP": 0, + "n_pred": 3487, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 22, + "IoU": 0.0, + "TN": 212970, + "TP": 0, + "n_pred": 22, + "n_ref": 0 + }, + "12": { + "Dice": 0.789272030651341, + "FN": 15, + "FP": 700, + "IoU": 0.6518987341772152, + "TN": 210938, + "TP": 1339, + "n_pred": 2039, + "n_ref": 1354 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 18, + "IoU": 0.0, + "TN": 212974, + "TP": 0, + "n_pred": 18, + "n_ref": 0 + }, + "2": { + "Dice": 0.9554492935499924, + "FN": 1638, + "FP": 421, + "IoU": 0.9146988151462424, + "TN": 188854, + "TP": 22079, + "n_pred": 22500, + "n_ref": 23717 + }, + "3": { + "Dice": 0.9518685752713998, + "FN": 142, + "FP": 1361, + "IoU": 0.9081576535288726, + "TN": 196627, + "TP": 14862, + "n_pred": 16223, + "n_ref": 15004 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9924634950541686, + "FN": 89, + "FP": 39, + "IoU": 0.9850397381954185, + "TN": 204436, + "TP": 8428, + "n_pred": 8467, + "n_ref": 8517 + }, + "7": { + "Dice": 0.8591549295774648, + "FN": 120, + "FP": 0, + "IoU": 0.7530864197530864, + "TN": 212506, + "TP": 366, + "n_pred": 366, + "n_ref": 486 + }, + "8": { + "Dice": 0.9637232348256946, + "FN": 310, + "FP": 100, + "IoU": 0.9299863387978142, + "TN": 207136, + "TP": 5446, + "n_pred": 5546, + "n_ref": 5756 + }, + "9": { + "Dice": 0.9741169066163166, + "FN": 270, + "FP": 59, + "IoU": 0.9495398773006135, + "TN": 206472, + "TP": 6191, + "n_pred": 6250, + "n_ref": 6461 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0179.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0179.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8473674206424634, + "FN": 247, + "FP": 556, + "IoU": 0.7351583113456465, + "TN": 193576, + "TP": 2229, + "n_pred": 2785, + "n_ref": 2476 + }, + "11": { + "Dice": 0.693952802359882, + "FN": 477, + "FP": 353, + "IoU": 0.5313382269904009, + "TN": 194837, + "TP": 941, + "n_pred": 1294, + "n_ref": 1418 + }, + "12": { + "Dice": 0.7851162790697674, + "FN": 218, + "FP": 13, + "IoU": 0.6462480857580398, + "TN": 195955, + "TP": 422, + "n_pred": 435, + "n_ref": 640 + }, + "13": { + "Dice": 0.8393753485778026, + "FN": 875, + "FP": 853, + "IoU": 0.7232099951946179, + "TN": 190365, + "TP": 4515, + "n_pred": 5368, + "n_ref": 5390 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9713527851458886, + "FN": 23, + "FP": 85, + "IoU": 0.9443011861784425, + "TN": 194669, + "TP": 1831, + "n_pred": 1916, + "n_ref": 1854 + }, + "3": { + "Dice": 0.9912607907918576, + "FN": 58, + "FP": 106, + "IoU": 0.9826730058108822, + "TN": 187143, + "TP": 9301, + "n_pred": 9407, + "n_ref": 9359 + }, + "4": { + "Dice": 0.7267745952677459, + "FN": 221, + "FP": 4167, + "IoU": 0.5708137715179968, + "TN": 186384, + "TP": 5836, + "n_pred": 10003, + "n_ref": 6057 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9447519693421332, + "FN": 880, + "FP": 158, + "IoU": 0.8952890144255019, + "TN": 186695, + "TP": 8875, + "n_pred": 9033, + "n_ref": 9755 + }, + "7": { + "Dice": 0.0, + "FN": 3636, + "FP": 109, + "IoU": 0.0, + "TN": 192863, + "TP": 0, + "n_pred": 109, + "n_ref": 3636 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9345033997791596, + "FN": 318, + "FP": 809, + "IoU": 0.8770590160357805, + "TN": 187441, + "TP": 8040, + "n_pred": 8849, + "n_ref": 8358 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0184.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0184.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9821124361158433, + "FN": 112, + "FP": 224, + "IoU": 0.9648535564853556, + "TN": 203432, + "TP": 9224, + "n_pred": 9448, + "n_ref": 9336 + }, + "10": { + "Dice": 0.17495711835334476, + "FN": 90, + "FP": 391, + "IoU": 0.09586466165413533, + "TN": 212460, + "TP": 51, + "n_pred": 442, + "n_ref": 141 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7809101892871526, + "FN": 2303, + "FP": 3137, + "IoU": 0.6405682193591015, + "TN": 197857, + "TP": 9695, + "n_pred": 12832, + "n_ref": 11998 + }, + "14": { + "Dice": 0.9233775902717459, + "FN": 1815, + "FP": 655, + "IoU": 0.8576614994525442, + "TN": 195639, + "TP": 14883, + "n_pred": 15538, + "n_ref": 16698 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 228, + "IoU": 0.0, + "TN": 212764, + "TP": 0, + "n_pred": 228, + "n_ref": 0 + }, + "2": { + "Dice": 0.7936507936507936, + "FN": 52, + "FP": 0, + "IoU": 0.6578947368421053, + "TN": 212840, + "TP": 100, + "n_pred": 100, + "n_ref": 152 + }, + "3": { + "Dice": 0.9704259233055045, + "FN": 60, + "FP": 149, + "IoU": 0.9425508521165475, + "TN": 209354, + "TP": 3429, + "n_pred": 3578, + "n_ref": 3489 + }, + "4": { + "Dice": 0.0, + "FN": 1544, + "FP": 0, + "IoU": 0.0, + "TN": 211448, + "TP": 0, + "n_pred": 0, + "n_ref": 1544 + }, + "5": { + "Dice": 0.0, + "FN": 21, + "FP": 0, + "IoU": 0.0, + "TN": 212971, + "TP": 0, + "n_pred": 0, + "n_ref": 21 + }, + "6": { + "Dice": 0.4580110497237569, + "FN": 1935, + "FP": 27, + "IoU": 0.29702615549982087, + "TN": 210201, + "TP": 829, + "n_pred": 856, + "n_ref": 2764 + }, + "7": { + "Dice": 0.008629989212513484, + "FN": 11, + "FP": 908, + "IoU": 0.004333694474539545, + "TN": 212069, + "TP": 4, + "n_pred": 912, + "n_ref": 15 + }, + "8": { + "Dice": 0.9796493204703894, + "FN": 483, + "FP": 95, + "IoU": 0.9601104209799862, + "TN": 198502, + "TP": 13912, + "n_pred": 14007, + "n_ref": 14395 + }, + "9": { + "Dice": 0.9348904175331947, + "FN": 169, + "FP": 645, + "IoU": 0.8777410633823971, + "TN": 206334, + "TP": 5844, + "n_pred": 6489, + "n_ref": 6013 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0193.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0193.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 37, + "IoU": 0.0, + "TN": 196571, + "TP": 0, + "n_pred": 37, + "n_ref": 0 + }, + "10": { + "Dice": 0.8456888323258034, + "FN": 936, + "FP": 519, + "IoU": 0.7326350606394708, + "TN": 191166, + "TP": 3987, + "n_pred": 4506, + "n_ref": 4923 + }, + "11": { + "Dice": 0.8658211993111007, + "FN": 287, + "FP": 570, + "IoU": 0.7633903920485919, + "TN": 192986, + "TP": 2765, + "n_pred": 3335, + "n_ref": 3052 + }, + "12": { + "Dice": 0.5737327188940092, + "FN": 20, + "FP": 350, + "IoU": 0.40226171243941844, + "TN": 195989, + "TP": 249, + "n_pred": 599, + "n_ref": 269 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 58, + "IoU": 0.0, + "TN": 196550, + "TP": 0, + "n_pred": 58, + "n_ref": 0 + }, + "14": { + "Dice": 0.3742362525458248, + "FN": 1249, + "FP": 3667, + "IoU": 0.23019104290635767, + "TN": 190222, + "TP": 1470, + "n_pred": 5137, + "n_ref": 2719 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 2517, + "IoU": 0.0, + "TN": 194091, + "TP": 0, + "n_pred": 2517, + "n_ref": 0 + }, + "2": { + "Dice": 0.9386613386613386, + "FN": 253, + "FP": 54, + "IoU": 0.8844126506024096, + "TN": 193952, + "TP": 2349, + "n_pred": 2403, + "n_ref": 2602 + }, + "3": { + "Dice": 0.9604660840615897, + "FN": 380, + "FP": 475, + "IoU": 0.9239391513210569, + "TN": 185367, + "TP": 10386, + "n_pred": 10861, + "n_ref": 10766 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8776952346439573, + "FN": 652, + "FP": 23, + "IoU": 0.7820471423958669, + "TN": 193511, + "TP": 2422, + "n_pred": 2445, + "n_ref": 3074 + }, + "6": { + "Dice": 0.8815015985424044, + "FN": 1558, + "FP": 1889, + "IoU": 0.7881116301942463, + "TN": 180340, + "TP": 12821, + "n_pred": 14710, + "n_ref": 14379 + }, + "7": { + "Dice": 0.9419260656011922, + "FN": 1178, + "FP": 2641, + "IoU": 0.8902270767461914, + "TN": 161818, + "TP": 30971, + "n_pred": 33612, + "n_ref": 32149 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8903734155532717, + "FN": 157, + "FP": 483, + "IoU": 0.8024081506637851, + "TN": 193369, + "TP": 2599, + "n_pred": 3082, + "n_ref": 2756 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0237.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0237.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9559362005833799, + "FN": 240, + "FP": 2600, + "IoU": 0.9155917493907151, + "TN": 179346, + "TP": 30806, + "n_pred": 33406, + "n_ref": 31046 + }, + "10": { + "Dice": 0.8997562024953392, + "FN": 52, + "FP": 2045, + "IoU": 0.8177789363920751, + "TN": 201484, + "TP": 9411, + "n_pred": 11456, + "n_ref": 9463 + }, + "11": { + "Dice": 0.6032482598607889, + "FN": 321, + "FP": 705, + "IoU": 0.4318936877076412, + "TN": 211186, + "TP": 780, + "n_pred": 1485, + "n_ref": 1101 + }, + "12": { + "Dice": 0.7824316463059918, + "FN": 1074, + "FP": 422, + "IoU": 0.6426182513139035, + "TN": 208806, + "TP": 2690, + "n_pred": 3112, + "n_ref": 3764 + }, + "13": { + "Dice": 0.7822557675875819, + "FN": 1974, + "FP": 1084, + "IoU": 0.6423810080692317, + "TN": 204441, + "TP": 5493, + "n_pred": 6577, + "n_ref": 7467 + }, + "14": { + "Dice": 0.9152767527675276, + "FN": 334, + "FP": 1962, + "IoU": 0.843788270512995, + "TN": 198294, + "TP": 12402, + "n_pred": 14364, + "n_ref": 12736 + }, + "15": { + "Dice": 0.808997955010225, + "FN": 452, + "FP": 15, + "IoU": 0.6792582417582418, + "TN": 211536, + "TP": 989, + "n_pred": 1004, + "n_ref": 1441 + }, + "2": { + "Dice": 0.9074626865671642, + "FN": 24, + "FP": 69, + "IoU": 0.8306010928961749, + "TN": 212443, + "TP": 456, + "n_pred": 525, + "n_ref": 480 + }, + "3": { + "Dice": 0.9482870071105365, + "FN": 68, + "FP": 92, + "IoU": 0.901659496004917, + "TN": 211365, + "TP": 1467, + "n_pred": 1559, + "n_ref": 1535 + }, + "4": { + "Dice": 0.7575968452795175, + "FN": 1011, + "FP": 1079, + "IoU": 0.6097834204630321, + "TN": 207636, + "TP": 3266, + "n_pred": 4345, + "n_ref": 4277 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9579810804865018, + "FN": 393, + "FP": 944, + "IoU": 0.9193509470382435, + "TN": 196414, + "TP": 15241, + "n_pred": 16185, + "n_ref": 15634 + }, + "7": { + "Dice": 0.8158373223496234, + "FN": 4537, + "FP": 426, + "IoU": 0.6889571321133116, + "TN": 197036, + "TP": 10993, + "n_pred": 11419, + "n_ref": 15530 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9144802723813339, + "FN": 52, + "FP": 802, + "IoU": 0.8424354243542436, + "TN": 207572, + "TP": 4566, + "n_pred": 5368, + "n_ref": 4618 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0249.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0249.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9850555626516797, + "FN": 90, + "FP": 261, + "IoU": 0.970551220739995, + "TN": 201073, + "TP": 11568, + "n_pred": 11829, + "n_ref": 11658 + }, + "10": { + "Dice": 0.8312114989733059, + "FN": 305, + "FP": 106, + "IoU": 0.7111735769501054, + "TN": 211569, + "TP": 1012, + "n_pred": 1118, + "n_ref": 1317 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5938303341902313, + "FN": 421, + "FP": 1159, + "IoU": 0.42230347349177333, + "TN": 210257, + "TP": 1155, + "n_pred": 2314, + "n_ref": 1576 + }, + "13": { + "Dice": 0.9427496865858754, + "FN": 261, + "FP": 561, + "IoU": 0.891699604743083, + "TN": 205402, + "TP": 6768, + "n_pred": 7329, + "n_ref": 7029 + }, + "14": { + "Dice": 0.0, + "FN": 4811, + "FP": 70, + "IoU": 0.0, + "TN": 208111, + "TP": 0, + "n_pred": 70, + "n_ref": 4811 + }, + "15": { + "Dice": 0.8880894590846047, + "FN": 715, + "FP": 1867, + "IoU": 0.7987058548374523, + "TN": 200165, + "TP": 10245, + "n_pred": 12112, + "n_ref": 10960 + }, + "2": { + "Dice": 0.9355320207548511, + "FN": 605, + "FP": 302, + "IoU": 0.8788728632478633, + "TN": 205504, + "TP": 6581, + "n_pred": 6883, + "n_ref": 7186 + }, + "3": { + "Dice": 0.6808510638297872, + "FN": 10, + "FP": 5, + "IoU": 0.5161290322580645, + "TN": 212961, + "TP": 16, + "n_pred": 21, + "n_ref": 26 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 30, + "IoU": 0.0, + "TN": 212962, + "TP": 0, + "n_pred": 30, + "n_ref": 0 + }, + "7": { + "Dice": 0.846611633710885, + "FN": 3945, + "FP": 50, + "IoU": 0.7340213049267643, + "TN": 197972, + "TP": 11025, + "n_pred": 11075, + "n_ref": 14970 + }, + "8": { + "Dice": 0.9665613480779357, + "FN": 335, + "FP": 681, + "IoU": 0.9352866242038217, + "TN": 197292, + "TP": 14684, + "n_pred": 15365, + "n_ref": 15019 + }, + "9": { + "Dice": 0.1797752808988764, + "FN": 0, + "FP": 73, + "IoU": 0.09876543209876543, + "TN": 212911, + "TP": 8, + "n_pred": 81, + "n_ref": 8 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0272.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0272.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9794948294606963, + "FN": 704, + "FP": 107, + "IoU": 0.9598136861404292, + "TN": 192811, + "TP": 19370, + "n_pred": 19477, + "n_ref": 20074 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0033048746901679976, + "FN": 3619, + "FP": 0, + "IoU": 0.0016551724137931034, + "TN": 209367, + "TP": 6, + "n_pred": 6, + "n_ref": 3625 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 134, + "IoU": 0.0, + "TN": 212858, + "TP": 0, + "n_pred": 134, + "n_ref": 0 + }, + "13": { + "Dice": 0.9039248203427308, + "FN": 404, + "FP": 465, + "IoU": 0.8246923542465201, + "TN": 208035, + "TP": 4088, + "n_pred": 4553, + "n_ref": 4492 + }, + "14": { + "Dice": 0.9336448598130841, + "FN": 783, + "FP": 69, + "IoU": 0.8755477651183172, + "TN": 206146, + "TP": 5994, + "n_pred": 6063, + "n_ref": 6777 + }, + "15": { + "Dice": 0.8832413592796979, + "FN": 45, + "FP": 759, + "IoU": 0.7908972691807542, + "TN": 209147, + "TP": 3041, + "n_pred": 3800, + "n_ref": 3086 + }, + "2": { + "Dice": 0.0, + "FN": 3515, + "FP": 631, + "IoU": 0.0, + "TN": 208846, + "TP": 0, + "n_pred": 631, + "n_ref": 3515 + }, + "3": { + "Dice": 0.16217410517012815, + "FN": 12, + "FP": 3780, + "IoU": 0.08824236595335418, + "TN": 208833, + "TP": 367, + "n_pred": 4147, + "n_ref": 379 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6756553556212721, + "FN": 6471, + "FP": 0, + "IoU": 0.510180909847854, + "TN": 199781, + "TP": 6740, + "n_pred": 6740, + "n_ref": 13211 + }, + "6": { + "Dice": 0.9803733843944471, + "FN": 174, + "FP": 482, + "IoU": 0.9615023474178404, + "TN": 195952, + "TP": 16384, + "n_pred": 16866, + "n_ref": 16558 + }, + "7": { + "Dice": 0.07048458149779736, + "FN": 28, + "FP": 1871, + "IoU": 0.0365296803652968, + "TN": 211021, + "TP": 72, + "n_pred": 1943, + "n_ref": 100 + }, + "8": { + "Dice": 0.9513769363166954, + "FN": 122, + "FP": 104, + "IoU": 0.9072630283135003, + "TN": 210555, + "TP": 2211, + "n_pred": 2315, + "n_ref": 2333 + }, + "9": { + "Dice": 0.2, + "FN": 3, + "FP": 5, + "IoU": 0.1111111111111111, + "TN": 212983, + "TP": 1, + "n_pred": 6, + "n_ref": 4 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0294.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0294.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9628949583046439, + "FN": 53, + "FP": 432, + "IoU": 0.9284449690174092, + "TN": 189830, + "TP": 6293, + "n_pred": 6725, + "n_ref": 6346 + }, + "10": { + "Dice": 0.7642166779051472, + "FN": 120, + "FP": 1978, + "IoU": 0.6184066933430338, + "TN": 191110, + "TP": 3400, + "n_pred": 5378, + "n_ref": 3520 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.94082874529122, + "FN": 231, + "FP": 790, + "IoU": 0.8882687677828847, + "TN": 187470, + "TP": 8117, + "n_pred": 8907, + "n_ref": 8348 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 8175, + "IoU": 0.0, + "TN": 188433, + "TP": 0, + "n_pred": 8175, + "n_ref": 0 + }, + "3": { + "Dice": 0.4135584983598591, + "FN": 9069, + "FP": 585, + "IoU": 0.26068310614182877, + "TN": 183550, + "TP": 3404, + "n_pred": 3989, + "n_ref": 12473 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9690736795709983, + "FN": 225, + "FP": 196, + "IoU": 0.9400028502208921, + "TN": 189591, + "TP": 6596, + "n_pred": 6792, + "n_ref": 6821 + }, + "9": { + "Dice": 0.7885847408270239, + "FN": 947, + "FP": 142, + "IoU": 0.6509615384615385, + "TN": 193488, + "TP": 2031, + "n_pred": 2173, + "n_ref": 2978 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0296.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0296.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.04156769596199525, + "FN": 4833, + "FP": 9, + "IoU": 0.021224984839296544, + "TN": 208045, + "TP": 105, + "n_pred": 114, + "n_ref": 4938 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 181, + "IoU": 0.0, + "TN": 212811, + "TP": 0, + "n_pred": 181, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.13630731102850063, + "FN": 1360, + "FP": 34, + "IoU": 0.07313829787234043, + "TN": 211488, + "TP": 110, + "n_pred": 144, + "n_ref": 1470 + }, + "13": { + "Dice": 0.260126582278481, + "FN": 1387, + "FP": 951, + "IoU": 0.149508912331757, + "TN": 210243, + "TP": 411, + "n_pred": 1362, + "n_ref": 1798 + }, + "14": { + "Dice": 0.10772501771793054, + "FN": 5428, + "FP": 4644, + "IoU": 0.05692883895131086, + "TN": 202312, + "TP": 608, + "n_pred": 5252, + "n_ref": 6036 + }, + "15": { + "Dice": 0.5119772109283957, + "FN": 35, + "FP": 3734, + "IoU": 0.3440654368256178, + "TN": 207246, + "TP": 1977, + "n_pred": 5711, + "n_ref": 2012 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1080, + "IoU": 0.0, + "TN": 211912, + "TP": 0, + "n_pred": 1080, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3092, + "IoU": 0.0, + "TN": 209900, + "TP": 0, + "n_pred": 3092, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8822292837936935, + "FN": 1636, + "FP": 773, + "IoU": 0.7892757172848146, + "TN": 201560, + "TP": 9023, + "n_pred": 9796, + "n_ref": 10659 + }, + "6": { + "Dice": 0.49542809642560265, + "FN": 83, + "FP": 524, + "IoU": 0.3292817679558011, + "TN": 212087, + "TP": 298, + "n_pred": 822, + "n_ref": 381 + }, + "7": { + "Dice": 0.5830529213826858, + "FN": 4285, + "FP": 1167, + "IoU": 0.4114853195164076, + "TN": 203728, + "TP": 3812, + "n_pred": 4979, + "n_ref": 8097 + }, + "8": { + "Dice": 0.9737069303822306, + "FN": 71, + "FP": 599, + "IoU": 0.9487610890180483, + "TN": 199916, + "TP": 12406, + "n_pred": 13005, + "n_ref": 12477 + }, + "9": { + "Dice": 0.8645143295446621, + "FN": 28, + "FP": 1915, + "IoU": 0.7613608450012282, + "TN": 204850, + "TP": 6199, + "n_pred": 8114, + "n_ref": 6227 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0307.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0307.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9896267453533295, + "FN": 216, + "FP": 125, + "IoU": 0.9794664900343228, + "TN": 212769, + "TP": 16266, + "n_pred": 16391, + "n_ref": 16482 + }, + "10": { + "Dice": 0.11929824561403508, + "FN": 251, + "FP": 0, + "IoU": 0.06343283582089553, + "TN": 229108, + "TP": 17, + "n_pred": 17, + "n_ref": 268 + }, + "11": { + "Dice": 0.6795819525873056, + "FN": 932, + "FP": 325, + "IoU": 0.5146718146718147, + "TN": 226786, + "TP": 1333, + "n_pred": 1658, + "n_ref": 2265 + }, + "12": { + "Dice": 0.447098976109215, + "FN": 2257, + "FP": 11, + "IoU": 0.2879120879120879, + "TN": 226191, + "TP": 917, + "n_pred": 928, + "n_ref": 3174 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 2348, + "IoU": 0.0, + "TN": 227028, + "TP": 0, + "n_pred": 2348, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.037815126050420166, + "FN": 5, + "FP": 453, + "IoU": 0.019271948608137045, + "TN": 228909, + "TP": 9, + "n_pred": 462, + "n_ref": 14 + }, + "3": { + "Dice": 0.8511156186612576, + "FN": 305, + "FP": 1530, + "IoU": 0.740819209039548, + "TN": 222296, + "TP": 5245, + "n_pred": 6775, + "n_ref": 5550 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6408839779005525, + "FN": 239, + "FP": 21, + "IoU": 0.4715447154471545, + "TN": 228884, + "TP": 232, + "n_pred": 253, + "n_ref": 471 + }, + "6": { + "Dice": 0.24118738404452691, + "FN": 22815, + "FP": 89, + "IoU": 0.1371308016877637, + "TN": 202832, + "TP": 3640, + "n_pred": 3729, + "n_ref": 26455 + }, + "7": { + "Dice": 0.0, + "FN": 9529, + "FP": 3107, + "IoU": 0.0, + "TN": 216740, + "TP": 0, + "n_pred": 3107, + "n_ref": 9529 + }, + "8": { + "Dice": 0.9855473023550412, + "FN": 230, + "FP": 21, + "IoU": 0.9715064138948802, + "TN": 220567, + "TP": 8558, + "n_pred": 8579, + "n_ref": 8788 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 930, + "IoU": 0.0, + "TN": 228446, + "TP": 0, + "n_pred": 930, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0317.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0317.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.977004848107459, + "FN": 257, + "FP": 260, + "IoU": 0.9550434782608695, + "TN": 185108, + "TP": 10983, + "n_pred": 11243, + "n_ref": 11240 + }, + "10": { + "Dice": 0.04608294930875576, + "FN": 207, + "FP": 0, + "IoU": 0.02358490566037736, + "TN": 196396, + "TP": 5, + "n_pred": 5, + "n_ref": 212 + }, + "11": { + "Dice": 0.7355666429080542, + "FN": 194, + "FP": 177, + "IoU": 0.5817361894024803, + "TN": 195721, + "TP": 516, + "n_pred": 693, + "n_ref": 710 + }, + "12": { + "Dice": 0.8320913270968765, + "FN": 808, + "FP": 251, + "IoU": 0.7124626663046429, + "TN": 192925, + "TP": 2624, + "n_pred": 2875, + "n_ref": 3432 + }, + "13": { + "Dice": 0.8006636038795304, + "FN": 1537, + "FP": 25, + "IoU": 0.6675888486912109, + "TN": 191909, + "TP": 3137, + "n_pred": 3162, + "n_ref": 4674 + }, + "14": { + "Dice": 0.0, + "FN": 337, + "FP": 0, + "IoU": 0.0, + "TN": 196271, + "TP": 0, + "n_pred": 0, + "n_ref": 337 + }, + "15": { + "Dice": 0.9116258483328415, + "FN": 255, + "FP": 943, + "IoU": 0.8376033618001898, + "TN": 189231, + "TP": 6179, + "n_pred": 7122, + "n_ref": 6434 + }, + "2": { + "Dice": 0.9726695228246417, + "FN": 205, + "FP": 165, + "IoU": 0.9467932125395456, + "TN": 189654, + "TP": 6584, + "n_pred": 6749, + "n_ref": 6789 + }, + "3": { + "Dice": 0.981771139597789, + "FN": 310, + "FP": 155, + "IoU": 0.9641949641949642, + "TN": 183621, + "TP": 12522, + "n_pred": 12677, + "n_ref": 12832 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 39, + "IoU": 0.0, + "TN": 196569, + "TP": 0, + "n_pred": 39, + "n_ref": 0 + }, + "6": { + "Dice": 0.9335604770017035, + "FN": 284, + "FP": 1198, + "IoU": 0.8753993610223643, + "TN": 184714, + "TP": 10412, + "n_pred": 11610, + "n_ref": 10696 + }, + "7": { + "Dice": 0.0008908685968819599, + "FN": 13, + "FP": 8959, + "IoU": 0.000445632798573975, + "TN": 187632, + "TP": 4, + "n_pred": 8963, + "n_ref": 17 + }, + "8": { + "Dice": 0.9557294536904368, + "FN": 446, + "FP": 759, + "IoU": 0.9152124964818463, + "TN": 182396, + "TP": 13007, + "n_pred": 13766, + "n_ref": 13453 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 154, + "IoU": 0.0, + "TN": 196454, + "TP": 0, + "n_pred": 154, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0348.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0348.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7255522606870356, + "FN": 7328, + "FP": 909, + "IoU": 0.5693071895424836, + "TN": 210251, + "TP": 10888, + "n_pred": 11797, + "n_ref": 18216 + }, + "10": { + "Dice": 0.7986348122866894, + "FN": 113, + "FP": 5, + "IoU": 0.6647727272727273, + "TN": 229024, + "TP": 234, + "n_pred": 239, + "n_ref": 347 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 21, + "IoU": 0.0, + "TN": 229355, + "TP": 0, + "n_pred": 21, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5743380855397149, + "FN": 44, + "FP": 165, + "IoU": 0.40285714285714286, + "TN": 229026, + "TP": 141, + "n_pred": 306, + "n_ref": 185 + }, + "14": { + "Dice": 0.7802067136193177, + "FN": 79, + "FP": 2324, + "IoU": 0.639622075584883, + "TN": 222708, + "TP": 4265, + "n_pred": 6589, + "n_ref": 4344 + }, + "15": { + "Dice": 0.6671418389166073, + "FN": 434, + "FP": 33, + "IoU": 0.5005347593582887, + "TN": 228441, + "TP": 468, + "n_pred": 501, + "n_ref": 902 + }, + "2": { + "Dice": 0.6750912233531784, + "FN": 3492, + "FP": 4967, + "IoU": 0.5095378906476489, + "TN": 212129, + "TP": 8788, + "n_pred": 13755, + "n_ref": 12280 + }, + "3": { + "Dice": 0.2658180456757769, + "FN": 6505, + "FP": 1339, + "IoU": 0.15328151986183075, + "TN": 220112, + "TP": 1420, + "n_pred": 2759, + "n_ref": 7925 + }, + "4": { + "Dice": 0.9278728606356969, + "FN": 222, + "FP": 132, + "IoU": 0.8654503990877993, + "TN": 226745, + "TP": 2277, + "n_pred": 2409, + "n_ref": 2499 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6528545119705341, + "FN": 49, + "FP": 7491, + "IoU": 0.48462064251537934, + "TN": 214746, + "TP": 7090, + "n_pred": 14581, + "n_ref": 7139 + }, + "7": { + "Dice": 0.7830731306491372, + "FN": 95, + "FP": 961, + "IoU": 0.6434841323430115, + "TN": 226414, + "TP": 1906, + "n_pred": 2867, + "n_ref": 2001 + }, + "8": { + "Dice": 0.9582890228051518, + "FN": 384, + "FP": 322, + "IoU": 0.91991833030853, + "TN": 220560, + "TP": 8110, + "n_pred": 8432, + "n_ref": 8494 + }, + "9": { + "Dice": 0.9185667752442996, + "FN": 512, + "FP": 213, + "IoU": 0.8493975903614458, + "TN": 224562, + "TP": 4089, + "n_pred": 4302, + "n_ref": 4601 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0351.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0351.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.22727272727272727, + "FN": 34, + "FP": 0, + "IoU": 0.1282051282051282, + "TN": 212953, + "TP": 5, + "n_pred": 5, + "n_ref": 39 + }, + "10": { + "Dice": 0.7889106059047423, + "FN": 2409, + "FP": 1695, + "IoU": 0.6514057589399473, + "TN": 201219, + "TP": 7669, + "n_pred": 9364, + "n_ref": 10078 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6899084414931079, + "FN": 593, + "FP": 5571, + "IoU": 0.5266108593809999, + "TN": 199971, + "TP": 6857, + "n_pred": 12428, + "n_ref": 7450 + }, + "14": { + "Dice": 0.8306135913789312, + "FN": 908, + "FP": 2943, + "IoU": 0.7102986534266155, + "TN": 199699, + "TP": 9442, + "n_pred": 12385, + "n_ref": 10350 + }, + "15": { + "Dice": 0.9116467757913109, + "FN": 244, + "FP": 1629, + "IoU": 0.8376386962552012, + "TN": 201456, + "TP": 9663, + "n_pred": 11292, + "n_ref": 9907 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 9, + "IoU": 0.0, + "TN": 212983, + "TP": 0, + "n_pred": 9, + "n_ref": 0 + }, + "3": { + "Dice": 0.9724197459821612, + "FN": 178, + "FP": 493, + "IoU": 0.94632, + "TN": 200492, + "TP": 11829, + "n_pred": 12322, + "n_ref": 12007 + }, + "4": { + "Dice": 0.9428268658222738, + "FN": 67, + "FP": 1066, + "IoU": 0.8918377088305489, + "TN": 202517, + "TP": 9342, + "n_pred": 10408, + "n_ref": 9409 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9647045130503099, + "FN": 592, + "FP": 621, + "IoU": 0.9318156267566048, + "TN": 195202, + "TP": 16577, + "n_pred": 17198, + "n_ref": 17169 + }, + "7": { + "Dice": 0.8032564450474898, + "FN": 482, + "FP": 243, + "IoU": 0.671201814058957, + "TN": 210787, + "TP": 1480, + "n_pred": 1723, + "n_ref": 1962 + }, + "8": { + "Dice": 0.9571882594877548, + "FN": 26, + "FP": 203, + "IoU": 0.9178917174614557, + "TN": 210203, + "TP": 2560, + "n_pred": 2763, + "n_ref": 2586 + }, + "9": { + "Dice": 0.9047419219471254, + "FN": 210, + "FP": 1833, + "IoU": 0.8260536398467433, + "TN": 201247, + "TP": 9702, + "n_pred": 11535, + "n_ref": 9912 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0358.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0358.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 494, + "FP": 0, + "IoU": 0.0, + "TN": 212498, + "TP": 0, + "n_pred": 0, + "n_ref": 494 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5579399141630901, + "FN": 821, + "FP": 106, + "IoU": 0.3869047619047619, + "TN": 211480, + "TP": 585, + "n_pred": 691, + "n_ref": 1406 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9556820393072583, + "FN": 568, + "FP": 1254, + "IoU": 0.9151255415288583, + "TN": 191525, + "TP": 19645, + "n_pred": 20899, + "n_ref": 20213 + }, + "15": { + "Dice": 0.8615384615384616, + "FN": 12, + "FP": 195, + "IoU": 0.7567567567567568, + "TN": 212141, + "TP": 644, + "n_pred": 839, + "n_ref": 656 + }, + "2": { + "Dice": 0.9803283328615907, + "FN": 91, + "FP": 187, + "IoU": 0.9614156835530882, + "TN": 205787, + "TP": 6927, + "n_pred": 7114, + "n_ref": 7018 + }, + "3": { + "Dice": 0.9221902017291066, + "FN": 20, + "FP": 7, + "IoU": 0.8556149732620321, + "TN": 212805, + "TP": 160, + "n_pred": 167, + "n_ref": 180 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7824232081911263, + "FN": 948, + "FP": 582, + "IoU": 0.6426068675543097, + "TN": 208711, + "TP": 2751, + "n_pred": 3333, + "n_ref": 3699 + }, + "6": { + "Dice": 0.9316337092117448, + "FN": 2134, + "FP": 376, + "IoU": 0.872017132367938, + "TN": 193380, + "TP": 17102, + "n_pred": 17478, + "n_ref": 19236 + }, + "7": { + "Dice": 0.6156615661566157, + "FN": 347, + "FP": 80, + "IoU": 0.4447334200260078, + "TN": 212223, + "TP": 342, + "n_pred": 422, + "n_ref": 689 + }, + "8": { + "Dice": 0.916761170333409, + "FN": 877, + "FP": 224, + "IoU": 0.8463149078726968, + "TN": 205828, + "TP": 6063, + "n_pred": 6287, + "n_ref": 6940 + }, + "9": { + "Dice": 0.8632989025177534, + "FN": 468, + "FP": 1226, + "IoU": 0.7594774953854891, + "TN": 205949, + "TP": 5349, + "n_pred": 6575, + "n_ref": 5817 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0388.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0388.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9601242879337131, + "FN": 210, + "FP": 21, + "IoU": 0.9233067729083665, + "TN": 226364, + "TP": 2781, + "n_pred": 2802, + "n_ref": 2991 + }, + "11": { + "Dice": 0.8372093023255814, + "FN": 0, + "FP": 7, + "IoU": 0.72, + "TN": 229351, + "TP": 18, + "n_pred": 25, + "n_ref": 18 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.6733629138427032, + "FN": 0, + "FP": 6699, + "IoU": 0.5075713025580711, + "TN": 215772, + "TP": 6905, + "n_pred": 13604, + "n_ref": 6905 + }, + "2": { + "Dice": 0.9185913674067452, + "FN": 1337, + "FP": 302, + "IoU": 0.849439647253353, + "TN": 218490, + "TP": 9247, + "n_pred": 9549, + "n_ref": 10584 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.945674740484429, + "FN": 164, + "FP": 1406, + "IoU": 0.8969478175254348, + "TN": 214141, + "TP": 13665, + "n_pred": 15071, + "n_ref": 13829 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9516694535843357, + "FN": 1482, + "FP": 310, + "IoU": 0.9077952148186262, + "TN": 209941, + "TP": 17643, + "n_pred": 17953, + "n_ref": 19125 + }, + "7": { + "Dice": 0.9552062352219984, + "FN": 826, + "FP": 1220, + "IoU": 0.9142533841833955, + "TN": 205515, + "TP": 21815, + "n_pred": 23035, + "n_ref": 22641 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0398.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0398.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.530787905539616, + "FN": 1307, + "FP": 2945, + "IoU": 0.3612738470782635, + "TN": 222719, + "TP": 2405, + "n_pred": 5350, + "n_ref": 3712 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5276452427729441, + "FN": 1611, + "FP": 72, + "IoU": 0.35836828059473885, + "TN": 226753, + "TP": 940, + "n_pred": 1012, + "n_ref": 2551 + }, + "13": { + "Dice": 0.3968118417307145, + "FN": 1349, + "FP": 770, + "IoU": 0.24751420454545456, + "TN": 226560, + "TP": 697, + "n_pred": 1467, + "n_ref": 2046 + }, + "14": { + "Dice": 0.868873187058386, + "FN": 1122, + "FP": 641, + "IoU": 0.7681483429773803, + "TN": 221772, + "TP": 5841, + "n_pred": 6482, + "n_ref": 6963 + }, + "15": { + "Dice": 0.7238095238095238, + "FN": 150, + "FP": 140, + "IoU": 0.5671641791044776, + "TN": 228706, + "TP": 380, + "n_pred": 520, + "n_ref": 530 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 224, + "IoU": 0.0, + "TN": 229152, + "TP": 0, + "n_pred": 224, + "n_ref": 0 + }, + "3": { + "Dice": 0.9707253402946112, + "FN": 332, + "FP": 453, + "IoU": 0.9431159420289855, + "TN": 215576, + "TP": 13015, + "n_pred": 13468, + "n_ref": 13347 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 89, + "IoU": 0.0, + "TN": 229287, + "TP": 0, + "n_pred": 89, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8139825218476904, + "FN": 582, + "FP": 312, + "IoU": 0.6863157894736842, + "TN": 226526, + "TP": 1956, + "n_pred": 2268, + "n_ref": 2538 + }, + "7": { + "Dice": 0.50891557496361, + "FN": 5276, + "FP": 122, + "IoU": 0.34130567419158025, + "TN": 221181, + "TP": 2797, + "n_pred": 2919, + "n_ref": 8073 + }, + "8": { + "Dice": 0.8054117254050442, + "FN": 996, + "FP": 169, + "IoU": 0.6742170022371364, + "TN": 225800, + "TP": 2411, + "n_pred": 2580, + "n_ref": 3407 + }, + "9": { + "Dice": 0.8492544492544493, + "FN": 355, + "FP": 1212, + "IoU": 0.7380036783146631, + "TN": 223395, + "TP": 4414, + "n_pred": 5626, + "n_ref": 4769 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0404.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866547/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0404.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": 0.6251108033253929, + "FN": 924.6977777777778, + "FP": 893.6857777777777, + "IoU": 0.5394787582699212, + "TN": 212471.27022222226, + "TP": 4163.679555555555, + "n_pred": 5057.365333333333, + "n_ref": 5088.377333333333 + }, + "mean": { + "1": { + "Dice": 0.6465736645994976, + "FN": 964.96, + "FP": 511.52, + "IoU": 0.5882929420068463, + "TN": 212611.32, + "TP": 4365.533333333334, + "n_pred": 4877.053333333333, + "n_ref": 5330.493333333334 + }, + "10": { + "Dice": 0.5192461762552445, + "FN": 1356.2933333333335, + "FP": 1293.6066666666666, + "IoU": 0.4222601925380597, + "TN": 212149.08, + "TP": 3654.3533333333335, + "n_pred": 4947.959999999999, + "n_ref": 5010.646666666666 + }, + "11": { + "Dice": 0.5364612187863322, + "FN": 259.7, + "FP": 227.05333333333334, + "IoU": 0.4230585799718175, + "TN": 217387.53333333335, + "TP": 579.0466666666667, + "n_pred": 806.1, + "n_ref": 838.7466666666666 + }, + "12": { + "Dice": 0.49594596681424064, + "FN": 313.8933333333333, + "FP": 171.51333333333332, + "IoU": 0.3895994469432822, + "TN": 217426.02000000002, + "TP": 541.9066666666666, + "n_pred": 713.42, + "n_ref": 855.8 + }, + "13": { + "Dice": 0.5054339710162729, + "FN": 1365.7066666666667, + "FP": 1063.4133333333334, + "IoU": 0.40014454260591004, + "TN": 213222.96000000002, + "TP": 2801.253333333333, + "n_pred": 3864.6666666666665, + "n_ref": 4166.96 + }, + "14": { + "Dice": 0.6456323275862352, + "FN": 818.3733333333333, + "FP": 1091.3933333333334, + "IoU": 0.5709531872367105, + "TN": 212042.55333333332, + "TP": 4501.013333333334, + "n_pred": 5592.406666666667, + "n_ref": 5319.386666666666 + }, + "15": { + "Dice": 0.6030701029514361, + "FN": 718.0466666666666, + "FP": 1008.8666666666666, + "IoU": 0.503282630387719, + "TN": 213637.18, + "TP": 3089.2400000000002, + "n_pred": 4098.106666666667, + "n_ref": 3807.286666666667 + }, + "2": { + "Dice": 0.636106823576608, + "FN": 1093.2199999999998, + "FP": 816.76, + "IoU": 0.5663030494266625, + "TN": 211892.56666666665, + "TP": 4650.786666666667, + "n_pred": 5467.546666666667, + "n_ref": 5744.006666666666 + }, + "3": { + "Dice": 0.7096103389545764, + "FN": 773.8733333333333, + "FP": 1198.8533333333332, + "IoU": 0.6490064707895291, + "TN": 210605.24666666667, + "TP": 5875.360000000001, + "n_pred": 7074.213333333333, + "n_ref": 6649.2333333333345 + }, + "4": { + "Dice": 0.535855976977903, + "FN": 519.9333333333333, + "FP": 509.2533333333334, + "IoU": 0.4738299409426511, + "TN": 214721.73333333334, + "TP": 2702.4133333333334, + "n_pred": 3211.6666666666665, + "n_ref": 3222.346666666667 + }, + "5": { + "Dice": 0.6043826916610477, + "FN": 621.5266666666668, + "FP": 365.71999999999997, + "IoU": 0.49521848236958094, + "TN": 215954.02666666667, + "TP": 1512.06, + "n_pred": 1877.78, + "n_ref": 2133.5866666666666 + }, + "6": { + "Dice": 0.8006840705082784, + "FN": 1912.8266666666666, + "FP": 2396.7266666666665, + "IoU": 0.7164100119695768, + "TN": 200720.25333333333, + "TP": 13423.526666666667, + "n_pred": 15820.253333333332, + "n_ref": 15336.353333333333 + }, + "7": { + "Dice": 0.552818231254225, + "FN": 1999.8466666666668, + "FP": 1569.1333333333334, + "IoU": 0.46118052217058636, + "TN": 209635.46666666665, + "TP": 5248.886666666667, + "n_pred": 6818.0199999999995, + "n_ref": 7248.733333333333 + }, + "8": { + "Dice": 0.8654929735927211, + "FN": 538.8733333333333, + "FP": 496.59333333333325, + "IoU": 0.8041526585605702, + "TN": 211604.09333333335, + "TP": 5813.7733333333335, + "n_pred": 6310.366666666667, + "n_ref": 6352.646666666667 + }, + "9": { + "Dice": 0.7193475153462738, + "FN": 613.3933333333333, + "FP": 684.88, + "IoU": 0.6284887161293169, + "TN": 213459.02000000002, + "TP": 3696.04, + "n_pred": 4380.92, + "n_ref": 4309.433333333333 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/loop_004/summary.json b/nnActive_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/loop_004/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f4627bfcf89630179b5deca2c8778b7c9b6ecea9 --- /dev/null +++ b/nnActive_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/loop_004/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.7012456013611604, + "FN": 27770.78533333333, + "FP": 59799.172, + "IoU": 0.5756694373617145, + "TN": 96210571.13733333, + "TP": 158819.74533333333, + "n_pred": 218618.9173333333, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.7478950873895092, + "FN": 18290.68, + "FP": 96135.66, + "IoU": 0.6228788094925498, + "TN": 96166537.04, + "TP": 175997.46, + "n_pred": 272133.12, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.6095799115828483, + "FN": 17576.74, + "FP": 54644.98, + "IoU": 0.457230183444325, + "TN": 96328093.3, + "TP": 56645.82, + "n_pred": 111290.8, + "n_ref": 74222.56 + }, + "11": { + "Dice": 0.7109022186053197, + "FN": 977.88, + "FP": 1160.9, + "IoU": 0.5665249877509766, + "TN": 96452099.56, + "TP": 2722.5, + "n_pred": 3883.4, + "n_ref": 3700.38 + }, + "12": { + "Dice": 0.6396434553157039, + "FN": 1431.62, + "FP": 1628.4, + "IoU": 0.4842908439694568, + "TN": 96451095.78, + "TP": 2805.04, + "n_pred": 4433.44, + "n_ref": 4236.66 + }, + "13": { + "Dice": 0.5893112781153328, + "FN": 20122.6, + "FP": 30039.86, + "IoU": 0.4349957090212466, + "TN": 96369062.84, + "TP": 37735.54, + "n_pred": 67775.4, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.631906079609691, + "FN": 38097.88, + "FP": 66335.0, + "IoU": 0.49915914862112104, + "TN": 96252267.7, + "TP": 100260.26, + "n_pred": 166595.26, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.3854365250857091, + "FN": 11868.96, + "FP": 112705.86, + "IoU": 0.2684245490352815, + "TN": 96290207.94, + "TP": 42178.08, + "n_pred": 154883.94, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.8062616507442, + "FN": 36582.64, + "FP": 20637.38, + "IoU": 0.696572772947381, + "TN": 96279481.76, + "TP": 120259.06, + "n_pred": 140896.44, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.8133016799693837, + "FN": 11034.08, + "FP": 62430.84, + "IoU": 0.6992292313446409, + "TN": 96231127.42, + "TP": 152368.5, + "n_pred": 214799.34, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.6213862200605901, + "FN": 5284.94, + "FP": 17978.06, + "IoU": 0.5048215233254837, + "TN": 96412405.28, + "TP": 21292.56, + "n_pred": 39270.62, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.7161158830245299, + "FN": 6134.1, + "FP": 3949.82, + "IoU": 0.5778940596664316, + "TN": 96435858.86, + "TP": 11018.06, + "n_pred": 14967.88, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.8832634643689967, + "FN": 110000.76, + "FP": 232655.5, + "IoU": 0.8015671248871015, + "TN": 94865081.72, + "TP": 1249222.86, + "n_pred": 1481878.36, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.6349205056221287, + "FN": 118529.66, + "FP": 158327.58, + "IoU": 0.485162922404371, + "TN": 95959708.6, + "TP": 220395.0, + "n_pred": 378722.58, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.8828909484659502, + "FN": 10673.52, + "FP": 24618.1, + "IoU": 0.7971411315403326, + "TN": 96299973.56, + "TP": 121695.66, + "n_pred": 146313.76, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.8458691124575145, + "FN": 9955.72, + "FP": 13739.64, + "IoU": 0.7391485629750195, + "TN": 96365565.7, + "TP": 67699.78, + "n_pred": 81439.42, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.5343601470183295, + "FN": 3423, + "FP": 152151, + "IoU": 0.3645917146229594, + "TN": 119348479, + "TP": 89267, + "n_pred": 241418, + "n_ref": 92690 + }, + "10": { + "Dice": 0.6763502248269591, + "FN": 8400, + "FP": 55660, + "IoU": 0.5109737012863086, + "TN": 119462325, + "TP": 66935, + "n_pred": 122595, + "n_ref": 75335 + }, + "11": { + "Dice": 0.762385696738092, + "FN": 753, + "FP": 988, + "IoU": 0.6160123511248345, + "TN": 119588786, + "TP": 2793, + "n_pred": 3781, + "n_ref": 3546 + }, + "12": { + "Dice": 0.7205517835973704, + "FN": 1122, + "FP": 1471, + "IoU": 0.5631738544474394, + "TN": 119587384, + "TP": 3343, + "n_pred": 4814, + "n_ref": 4465 + }, + "13": { + "Dice": 0.4711737737863468, + "FN": 22747, + "FP": 44617, + "IoU": 0.30819315217614557, + "TN": 119495946, + "TP": 30010, + "n_pred": 74627, + "n_ref": 52757 + }, + "14": { + "Dice": 0.2957256237925211, + "FN": 191538, + "FP": 74939, + "IoU": 0.173519961293204, + "TN": 119270896, + "TP": 55947, + "n_pred": 130886, + "n_ref": 247485 + }, + "15": { + "Dice": 0.0020807099427804765, + "FN": 32497, + "FP": 318574, + "IoU": 0.0010414384370456156, + "TN": 119241883, + "TP": 366, + "n_pred": 318940, + "n_ref": 32863 + }, + "2": { + "Dice": 0.9080320442063777, + "FN": 6708, + "FP": 20454, + "IoU": 0.831555577605239, + "TN": 119432068, + "TP": 134090, + "n_pred": 154544, + "n_ref": 140798 + }, + "3": { + "Dice": 0.831685741365429, + "FN": 7163, + "FP": 58899, + "IoU": 0.7118681769213658, + "TN": 119364043, + "TP": 163215, + "n_pred": 222114, + "n_ref": 170378 + }, + "4": { + "Dice": 0.8213648776681715, + "FN": 18753, + "FP": 6889, + "IoU": 0.6968779922688638, + "TN": 119508727, + "TP": 58951, + "n_pred": 65840, + "n_ref": 77704 + }, + "5": { + "Dice": 0.29214833229749326, + "FN": 50162, + "FP": 18174, + "IoU": 0.17106188893471458, + "TN": 119510882, + "TP": 14102, + "n_pred": 32276, + "n_ref": 64264 + }, + "6": { + "Dice": 0.9433182757133453, + "FN": 39144, + "FP": 98191, + "IoU": 0.8927175080558539, + "TN": 118313195, + "TP": 1142790, + "n_pred": 1240981, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 276801, + "IoU": 0.0, + "TN": 119316519, + "TP": 0, + "n_pred": 276801, + "n_ref": 0 + }, + "8": { + "Dice": 0.7895619439302685, + "FN": 46142, + "FP": 81983, + "IoU": 0.6522943821627357, + "TN": 119224833, + "TP": 240362, + "n_pred": 322345, + "n_ref": 286504 + }, + "9": { + "Dice": 0.8362341152832503, + "FN": 12440, + "FP": 12664, + "IoU": 0.7185587120787461, + "TN": 119504122, + "TP": 64094, + "n_pred": 76758, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7841900524879738, + "FN": 9652, + "FP": 88821, + "IoU": 0.6449939434141839, + "TN": 72548276, + "TP": 178911, + "n_pred": 267732, + "n_ref": 188563 + }, + "10": { + "Dice": 0.4427086662490572, + "FN": 16506, + "FP": 114273, + "IoU": 0.2842812110067643, + "TN": 72642936, + "TP": 51945, + "n_pred": 166218, + "n_ref": 68451 + }, + "11": { + "Dice": 0.6746524064171123, + "FN": 670, + "FP": 851, + "IoU": 0.5090380890897354, + "TN": 72822562, + "TP": 1577, + "n_pred": 2428, + "n_ref": 2247 + }, + "12": { + "Dice": 0.6902336728579987, + "FN": 570, + "FP": 1498, + "IoU": 0.5269899359560841, + "TN": 72821288, + "TP": 2304, + "n_pred": 3802, + "n_ref": 2874 + }, + "13": { + "Dice": 0.5936633632437582, + "FN": 12174, + "FP": 39857, + "IoU": 0.4221346068414038, + "TN": 72735620, + "TP": 38009, + "n_pred": 77866, + "n_ref": 50183 + }, + "14": { + "Dice": 0.7321517080037273, + "FN": 3030, + "FP": 51010, + "IoU": 0.5774758010289449, + "TN": 72697762, + "TP": 73858, + "n_pred": 124868, + "n_ref": 76888 + }, + "15": { + "Dice": 0.268157817115272, + "FN": 10207, + "FP": 165954, + "IoU": 0.15483963825653083, + "TN": 72617225, + "TP": 32274, + "n_pred": 198228, + "n_ref": 42481 + }, + "2": { + "Dice": 0.9173932700381063, + "FN": 8007, + "FP": 15015, + "IoU": 0.8473929125402696, + "TN": 72674802, + "TP": 127836, + "n_pred": 142851, + "n_ref": 135843 + }, + "3": { + "Dice": 0.9020811536933279, + "FN": 3418, + "FP": 23443, + "IoU": 0.8216282621688027, + "TN": 72675070, + "TP": 123729, + "n_pred": 147172, + "n_ref": 127147 + }, + "4": { + "Dice": 0.7759085655579813, + "FN": 2842, + "FP": 11118, + "IoU": 0.6338648762064625, + "TN": 72787532, + "TP": 24168, + "n_pred": 35286, + "n_ref": 27010 + }, + "5": { + "Dice": 0.7528266977317892, + "FN": 3146, + "FP": 461, + "IoU": 0.6036263736263736, + "TN": 72816560, + "TP": 5493, + "n_pred": 5954, + "n_ref": 8639 + }, + "6": { + "Dice": 0.9316267140380505, + "FN": 64511, + "FP": 103302, + "IoU": 0.872004875336457, + "TN": 71514571, + "TP": 1143276, + "n_pred": 1246578, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.6753302260293694, + "FN": 88774, + "FP": 55556, + "IoU": 0.5098102480326862, + "TN": 72531223, + "TP": 150107, + "n_pred": 205663, + "n_ref": 238881 + }, + "8": { + "Dice": 0.8080953940512698, + "FN": 3911, + "FP": 21871, + "IoU": 0.677986635858365, + "TN": 72745595, + "TP": 54283, + "n_pred": 76154, + "n_ref": 58194 + }, + "9": { + "Dice": 0.8373036445642594, + "FN": 13382, + "FP": 11724, + "IoU": 0.7201395623627507, + "TN": 72735951, + "TP": 64603, + "n_pred": 76327, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8983913789273189, + "FN": 13358, + "FP": 42442, + "IoU": 0.8155268229950113, + "TN": 71507005, + "TP": 246683, + "n_pred": 289125, + "n_ref": 260041 + }, + "10": { + "Dice": 0.6905229356997635, + "FN": 14582, + "FP": 56352, + "IoU": 0.5273272472846006, + "TN": 71659418, + "TP": 79136, + "n_pred": 135488, + "n_ref": 93718 + }, + "11": { + "Dice": 0.699092666964153, + "FN": 1019, + "FP": 1004, + "IoU": 0.537388520466499, + "TN": 71805115, + "TP": 2350, + "n_pred": 3354, + "n_ref": 3369 + }, + "12": { + "Dice": 0.5806395094174333, + "FN": 3195, + "FP": 1592, + "IoU": 0.40908529811134425, + "TN": 71801387, + "TP": 3314, + "n_pred": 4906, + "n_ref": 6509 + }, + "13": { + "Dice": 0.6782181911639128, + "FN": 22998, + "FP": 15815, + "IoU": 0.5131090370816398, + "TN": 71729772, + "TP": 40903, + "n_pred": 56718, + "n_ref": 63901 + }, + "14": { + "Dice": 0.7398449517949343, + "FN": 206427, + "FP": 15626, + "IoU": 0.5871062873165898, + "TN": 71271691, + "TP": 315744, + "n_pred": 331370, + "n_ref": 522171 + }, + "15": { + "Dice": 0.5114861843405194, + "FN": 106887, + "FP": 34038, + "IoU": 0.343622060446854, + "TN": 71594787, + "TP": 73776, + "n_pred": 107814, + "n_ref": 180663 + }, + "2": { + "Dice": 0.8971369565916456, + "FN": 21330, + "FP": 7459, + "IoU": 0.8134618001334776, + "TN": 71655155, + "TP": 125544, + "n_pred": 133003, + "n_ref": 146874 + }, + "3": { + "Dice": 0.9100285047939881, + "FN": 9405, + "FP": 25315, + "IoU": 0.8349103704055918, + "TN": 71599178, + "TP": 175590, + "n_pred": 200905, + "n_ref": 184995 + }, + "4": { + "Dice": 0.7183538076631153, + "FN": 1198, + "FP": 8821, + "IoU": 0.5604930689594666, + "TN": 71786692, + "TP": 12777, + "n_pred": 21598, + "n_ref": 13975 + }, + "5": { + "Dice": 0.8381066396537434, + "FN": 1242, + "FP": 2274, + "IoU": 0.7213283664896568, + "TN": 71796871, + "TP": 9101, + "n_pred": 11375, + "n_ref": 10343 + }, + "6": { + "Dice": 0.9136259939253095, + "FN": 46960, + "FP": 180169, + "IoU": 0.8409866112559544, + "TN": 70381124, + "TP": 1201235, + "n_pred": 1381404, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.827130754865077, + "FN": 21220, + "FP": 68198, + "IoU": 0.7052199196935431, + "TN": 71506150, + "TP": 213920, + "n_pred": 282118, + "n_ref": 235140 + }, + "8": { + "Dice": 0.937388480369458, + "FN": 5322, + "FP": 4819, + "IoU": 0.8821553908011249, + "TN": 71723434, + "TP": 75913, + "n_pred": 80732, + "n_ref": 81235 + }, + "9": { + "Dice": 0.8584070284620323, + "FN": 13948, + "FP": 10533, + "IoU": 0.7519379059469647, + "TN": 71710799, + "TP": 74208, + "n_pred": 84741, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7518924101735971, + "FN": 5601, + "FP": 132061, + "IoU": 0.6024259577479025, + "TN": 135099255, + "TP": 208593, + "n_pred": 340654, + "n_ref": 214194 + }, + "10": { + "Dice": 0.7043381442005614, + "FN": 17764, + "FP": 38797, + "IoU": 0.5436126262789271, + "TN": 135321578, + "TP": 67371, + "n_pred": 106168, + "n_ref": 85135 + }, + "11": { + "Dice": 0.6737598084851709, + "FN": 1014, + "FP": 1439, + "IoU": 0.5080224628961091, + "TN": 135440524, + "TP": 2533, + "n_pred": 3972, + "n_ref": 3547 + }, + "12": { + "Dice": 0.7430899039860344, + "FN": 1677, + "FP": 972, + "IoU": 0.5912037037037037, + "TN": 135439030, + "TP": 3831, + "n_pred": 4803, + "n_ref": 5508 + }, + "13": { + "Dice": 0.6151175487881135, + "FN": 7619, + "FP": 33620, + "IoU": 0.44416589166093834, + "TN": 135371317, + "TP": 32954, + "n_pred": 66574, + "n_ref": 40573 + }, + "14": { + "Dice": 0.7712925844357315, + "FN": 11510, + "FP": 66479, + "IoU": 0.6277268084050139, + "TN": 135236016, + "TP": 131505, + "n_pred": 197984, + "n_ref": 143015 + }, + "15": { + "Dice": 0.25335118900575976, + "FN": 12327, + "FP": 217381, + "IoU": 0.14504987345541165, + "TN": 135176830, + "TP": 38972, + "n_pred": 256353, + "n_ref": 51299 + }, + "2": { + "Dice": 0.8321057967557252, + "FN": 42106, + "FP": 25460, + "IoU": 0.7124838829101401, + "TN": 135210511, + "TP": 167433, + "n_pred": 192893, + "n_ref": 209539 + }, + "3": { + "Dice": 0.8471046369077666, + "FN": 21296, + "FP": 52911, + "IoU": 0.7347628102481986, + "TN": 135165734, + "TP": 205569, + "n_pred": 258480, + "n_ref": 226865 + }, + "4": { + "Dice": 0.8126378539493294, + "FN": 2761, + "FP": 12954, + "IoU": 0.6844060648659503, + "TN": 135395715, + "TP": 34080, + "n_pred": 47034, + "n_ref": 36841 + }, + "5": { + "Dice": 0.5440589047399907, + "FN": 13266, + "FP": 11503, + "IoU": 0.3736819480617999, + "TN": 135405963, + "TP": 14778, + "n_pred": 26281, + "n_ref": 28044 + }, + "6": { + "Dice": 0.9522956517778098, + "FN": 52636, + "FP": 108641, + "IoU": 0.9089354772591373, + "TN": 133674491, + "TP": 1609742, + "n_pred": 1718383, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.5543485350050983, + "FN": 24728, + "FP": 255425, + "IoU": 0.3834593250365871, + "TN": 134991115, + "TP": 174242, + "n_pred": 429667, + "n_ref": 198970 + }, + "8": { + "Dice": 0.8612770081424628, + "FN": 40791, + "FP": 39368, + "IoU": 0.7563534013987969, + "TN": 135116513, + "TP": 248838, + "n_pred": 288206, + "n_ref": 289629 + }, + "9": { + "Dice": 0.8183368893943062, + "FN": 25353, + "FP": 6916, + "IoU": 0.6925297760838495, + "TN": 135340560, + "TP": 72681, + "n_pred": 79597, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8396772435151848, + "FN": 14371, + "FP": 77981, + "IoU": 0.7236583431828723, + "TN": 105419810, + "TP": 241843, + "n_pred": 319824, + "n_ref": 256214 + }, + "10": { + "Dice": 0.3043887881411775, + "FN": 32538, + "FP": 95195, + "IoU": 0.17951567317574513, + "TN": 105598325, + "TP": 27947, + "n_pred": 123142, + "n_ref": 60485 + }, + "11": { + "Dice": 0.6405717070001624, + "FN": 497, + "FP": 1716, + "IoU": 0.47120669056152925, + "TN": 105749820, + "TP": 1972, + "n_pred": 3688, + "n_ref": 2469 + }, + "12": { + "Dice": 0.5116596741145477, + "FN": 1782, + "FP": 3223, + "IoU": 0.34377868100170444, + "TN": 105746378, + "TP": 2622, + "n_pred": 5845, + "n_ref": 4404 + }, + "13": { + "Dice": 0.5086291066534688, + "FN": 43134, + "FP": 29839, + "IoU": 0.34104803099123177, + "TN": 105643264, + "TP": 37768, + "n_pred": 67607, + "n_ref": 80902 + }, + "14": { + "Dice": 0.845509260059618, + "FN": 25723, + "FP": 36832, + "IoU": 0.7323655624152344, + "TN": 105520272, + "TP": 171178, + "n_pred": 208010, + "n_ref": 196901 + }, + "15": { + "Dice": 0.4915929203539823, + "FN": 3490, + "FP": 47066, + "IoU": 0.3259020240539748, + "TN": 105679007, + "TP": 24442, + "n_pred": 71508, + "n_ref": 27932 + }, + "2": { + "Dice": 0.8530866853086685, + "FN": 18046, + "FP": 28398, + "IoU": 0.7438109527381845, + "TN": 105572717, + "TP": 134844, + "n_pred": 163242, + "n_ref": 152890 + }, + "3": { + "Dice": 0.7398327299962552, + "FN": 8473, + "FP": 106158, + "IoU": 0.5870908946826214, + "TN": 105476387, + "TP": 162987, + "n_pred": 269145, + "n_ref": 171460 + }, + "4": { + "Dice": 0.6258557940819663, + "FN": 11190, + "FP": 24277, + "IoU": 0.45545132118346104, + "TN": 105688874, + "TP": 29664, + "n_pred": 53941, + "n_ref": 40854 + }, + "5": { + "Dice": 0.7637301312396567, + "FN": 2443, + "FP": 3696, + "IoU": 0.6177697528173838, + "TN": 105737944, + "TP": 9922, + "n_pred": 13618, + "n_ref": 12365 + }, + "6": { + "Dice": 0.8726846911145391, + "FN": 115782, + "FP": 298783, + "IoU": 0.7741265325114172, + "TN": 103918619, + "TP": 1420821, + "n_pred": 1719604, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.7051842720446192, + "FN": 33843, + "FP": 162264, + "IoU": 0.5446213363179967, + "TN": 105323359, + "TP": 234539, + "n_pred": 396803, + "n_ref": 268382 + }, + "8": { + "Dice": 0.7498635365219936, + "FN": 2809, + "FP": 54472, + "IoU": 0.5998253458152857, + "TN": 105610865, + "TP": 85859, + "n_pred": 140331, + "n_ref": 88668 + }, + "9": { + "Dice": 0.7911154417919024, + "FN": 11479, + "FP": 21963, + "IoU": 0.6544176914332954, + "TN": 105657235, + "TP": 63328, + "n_pred": 85291, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7426355476201749, + "FN": 10139, + "FP": 158366, + "IoU": 0.5906287124743999, + "TN": 96726261, + "TP": 243114, + "n_pred": 401480, + "n_ref": 253253 + }, + "10": { + "Dice": 0.6943926893568709, + "FN": 12879, + "FP": 74874, + "IoU": 0.5318541675558022, + "TN": 96950432, + "TP": 99695, + "n_pred": 174569, + "n_ref": 112574 + }, + "11": { + "Dice": 0.7322170464559989, + "FN": 653, + "FP": 1474, + "IoU": 0.5775571002979146, + "TN": 97132845, + "TP": 2908, + "n_pred": 4382, + "n_ref": 3561 + }, + "12": { + "Dice": 0.7032577242602446, + "FN": 751, + "FP": 2428, + "IoU": 0.5423265188597755, + "TN": 97130934, + "TP": 3767, + "n_pred": 6195, + "n_ref": 4518 + }, + "13": { + "Dice": 0.7000621548827615, + "FN": 11039, + "FP": 22258, + "IoU": 0.538535098052803, + "TN": 97065725, + "TP": 38858, + "n_pred": 61116, + "n_ref": 49897 + }, + "14": { + "Dice": 0.8530136613572878, + "FN": 46581, + "FP": 28508, + "IoU": 0.7436999313929953, + "TN": 96844907, + "TP": 217884, + "n_pred": 246392, + "n_ref": 264465 + }, + "15": { + "Dice": 0.11414889259947701, + "FN": 4256, + "FP": 276922, + "IoU": 0.06052911184320434, + "TN": 96838586, + "TP": 18116, + "n_pred": 295038, + "n_ref": 22372 + }, + "2": { + "Dice": 0.8703444850462979, + "FN": 15341, + "FP": 21205, + "IoU": 0.7704512336063515, + "TN": 96978672, + "TP": 122662, + "n_pred": 143867, + "n_ref": 138003 + }, + "3": { + "Dice": 0.8496711394758893, + "FN": 10418, + "FP": 41968, + "IoU": 0.7386332453562573, + "TN": 96937449, + "TP": 148045, + "n_pred": 190013, + "n_ref": 158463 + }, + "4": { + "Dice": 0.8848938477143157, + "FN": 2196, + "FP": 4386, + "IoU": 0.793551220124208, + "TN": 97105998, + "TP": 25300, + "n_pred": 29686, + "n_ref": 27496 + }, + "5": { + "Dice": 0.7799717912552891, + "FN": 2467, + "FP": 4397, + "IoU": 0.6393063583815028, + "TN": 97118850, + "TP": 12166, + "n_pred": 16563, + "n_ref": 14633 + }, + "6": { + "Dice": 0.8813159096159391, + "FN": 54457, + "FP": 334969, + "IoU": 0.7878148238555625, + "TN": 95302568, + "TP": 1445886, + "n_pred": 1780855, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.8298576966594967, + "FN": 13317, + "FP": 85478, + "IoU": 0.7091938256487543, + "TN": 96798152, + "TP": 240933, + "n_pred": 326411, + "n_ref": 254250 + }, + "8": { + "Dice": 0.9223921184361445, + "FN": 6624, + "FP": 13810, + "IoU": 0.8559626689975047, + "TN": 96996014, + "TP": 121432, + "n_pred": 135242, + "n_ref": 128056 + }, + "9": { + "Dice": 0.7590523558951441, + "FN": 5398, + "FP": 34714, + "IoU": 0.6116715394892249, + "TN": 97034586, + "TP": 63182, + "n_pred": 97896, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6706418014319921, + "FN": 2944, + "FP": 164588, + "IoU": 0.5044853991605959, + "TN": 130428695, + "TP": 170565, + "n_pred": 335153, + "n_ref": 173509 + }, + "10": { + "Dice": 0.5729110100074383, + "FN": 14475, + "FP": 79116, + "IoU": 0.40145429894349083, + "TN": 130610428, + "TP": 62773, + "n_pred": 141889, + "n_ref": 77248 + }, + "11": { + "Dice": 0.7689543657923105, + "FN": 839, + "FP": 1090, + "IoU": 0.6246351430239346, + "TN": 130761653, + "TP": 3210, + "n_pred": 4300, + "n_ref": 4049 + }, + "12": { + "Dice": 0.6582966606264561, + "FN": 785, + "FP": 1855, + "IoU": 0.4906424850472699, + "TN": 130761609, + "TP": 2543, + "n_pred": 4398, + "n_ref": 3328 + }, + "13": { + "Dice": 0.6179089815414623, + "FN": 17966, + "FP": 35709, + "IoU": 0.4470826980922164, + "TN": 130669716, + "TP": 43401, + "n_pred": 79110, + "n_ref": 61367 + }, + "14": { + "Dice": 0.8324707179124797, + "FN": 6868, + "FP": 54535, + "IoU": 0.71301913423879, + "TN": 130552830, + "TP": 152559, + "n_pred": 207094, + "n_ref": 159427 + }, + "15": { + "Dice": 0.2748976626086586, + "FN": 2969, + "FP": 133248, + "IoU": 0.1593515101395969, + "TN": 130604754, + "TP": 25821, + "n_pred": 159069, + "n_ref": 28790 + }, + "2": { + "Dice": 0.8547384740707651, + "FN": 36221, + "FP": 8003, + "IoU": 0.7463260178737366, + "TN": 130592458, + "TP": 130110, + "n_pred": 138113, + "n_ref": 166331 + }, + "3": { + "Dice": 0.8307039543128646, + "FN": 5900, + "FP": 59377, + "IoU": 0.7104308249197083, + "TN": 130541364, + "TP": 160151, + "n_pred": 219528, + "n_ref": 166051 + }, + "4": { + "Dice": 0.6581291385163524, + "FN": 10356, + "FP": 9986, + "IoU": 0.49045638996042284, + "TN": 130726870, + "TP": 19580, + "n_pred": 29566, + "n_ref": 29936 + }, + "5": { + "Dice": 0.6990986383685994, + "FN": 9437, + "FP": 9391, + "IoU": 0.5373955773955774, + "TN": 130726092, + "TP": 21872, + "n_pred": 31263, + "n_ref": 31309 + }, + "6": { + "Dice": 0.94033589007234, + "FN": 43722, + "FP": 120408, + "IoU": 0.887390524282769, + "TN": 129309277, + "TP": 1293385, + "n_pred": 1413793, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.703960764944934, + "FN": 39343, + "FP": 302307, + "IoU": 0.5431631588800043, + "TN": 130018932, + "TP": 406210, + "n_pred": 708517, + "n_ref": 445553 + }, + "8": { + "Dice": 0.8307735884083267, + "FN": 13173, + "FP": 75250, + "IoU": 0.7105326908219519, + "TN": 130461324, + "TP": 217045, + "n_pred": 292295, + "n_ref": 230218 + }, + "9": { + "Dice": 0.8730603534245482, + "FN": 14482, + "FP": 10976, + "IoU": 0.7747179328348304, + "TN": 130653787, + "TP": 87547, + "n_pred": 98523, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5403404776123805, + "FN": 17624, + "FP": 294101, + "IoU": 0.3701825455353625, + "TN": 71741063, + "TP": 183220, + "n_pred": 477321, + "n_ref": 200844 + }, + "10": { + "Dice": 0.26705504311440925, + "FN": 39559, + "FP": 87261, + "IoU": 0.15410474640484512, + "TN": 72086084, + "TP": 23104, + "n_pred": 110365, + "n_ref": 62663 + }, + "11": { + "Dice": 0.6196668948208989, + "FN": 1329, + "FP": 338, + "IoU": 0.44892561983471074, + "TN": 72232983, + "TP": 1358, + "n_pred": 1696, + "n_ref": 2687 + }, + "12": { + "Dice": 0.5029680365296804, + "FN": 1868, + "FP": 2486, + "IoU": 0.33597681866707335, + "TN": 72229451, + "TP": 2203, + "n_pred": 4689, + "n_ref": 4071 + }, + "13": { + "Dice": 0.47342111281732935, + "FN": 34213, + "FP": 46372, + "IoU": 0.31011899666124476, + "TN": 72119198, + "TP": 36225, + "n_pred": 82597, + "n_ref": 70438 + }, + "14": { + "Dice": 0.36113694727667317, + "FN": 12109, + "FP": 206317, + "IoU": 0.22035822131481073, + "TN": 71955846, + "TP": 61736, + "n_pred": 268053, + "n_ref": 73845 + }, + "15": { + "Dice": 0.1891167982857834, + "FN": 6428, + "FP": 181272, + "IoU": 0.10443345993091208, + "TN": 72026420, + "TP": 21888, + "n_pred": 203160, + "n_ref": 28316 + }, + "2": { + "Dice": 0.4680457029732477, + "FN": 83320, + "FP": 16639, + "IoU": 0.3055219753498131, + "TN": 72092074, + "TP": 43975, + "n_pred": 60614, + "n_ref": 127295 + }, + "3": { + "Dice": 0.7194613311076774, + "FN": 8772, + "FP": 115595, + "IoU": 0.5618427218055179, + "TN": 71952167, + "TP": 159474, + "n_pred": 275069, + "n_ref": 168246 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 64007, + "IoU": 0.0, + "TN": 72172001, + "TP": 0, + "n_pred": 64007, + "n_ref": 0 + }, + "5": { + "Dice": 0.8109756097560976, + "FN": 114, + "FP": 3668, + "IoU": 0.6820512820512821, + "TN": 72224113, + "TP": 8113, + "n_pred": 11781, + "n_ref": 8227 + }, + "6": { + "Dice": 0.6721110984519418, + "FN": 379150, + "FP": 725972, + "IoU": 0.5061500986026708, + "TN": 69998239, + "TP": 1132647, + "n_pred": 1858619, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.4991486564287668, + "FN": 94771, + "FP": 395877, + "IoU": 0.3325770127513474, + "TN": 71500870, + "TP": 244490, + "n_pred": 640367, + "n_ref": 339261 + }, + "8": { + "Dice": 0.9209131942173088, + "FN": 4228, + "FP": 6653, + "IoU": 0.8534190106692532, + "TN": 72161776, + "TP": 63351, + "n_pred": 70004, + "n_ref": 67579 + }, + "9": { + "Dice": 0.5874470940435635, + "FN": 21167, + "FP": 18797, + "IoU": 0.41587617112705905, + "TN": 72167591, + "TP": 28453, + "n_pred": 47250, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8219263467669419, + "FN": 8555, + "FP": 26299, + "IoU": 0.6976867231613916, + "TN": 52437829, + "TP": 80437, + "n_pred": 106736, + "n_ref": 88992 + }, + "10": { + "Dice": 0.4902973395931142, + "FN": 28386, + "FP": 10698, + "IoU": 0.32476417539131336, + "TN": 52495238, + "TP": 18798, + "n_pred": 29496, + "n_ref": 47184 + }, + "11": { + "Dice": 0.019890260631001373, + "FN": 2013, + "FP": 845, + "IoU": 0.010045029442327675, + "TN": 52550233, + "TP": 29, + "n_pred": 874, + "n_ref": 2042 + }, + "12": { + "Dice": 0.0026217228464419477, + "FN": 4059, + "FP": 1267, + "IoU": 0.0013125820363772737, + "TN": 52547787, + "TP": 7, + "n_pred": 1274, + "n_ref": 4066 + }, + "13": { + "Dice": 0.32193979933110367, + "FN": 11989, + "FP": 28559, + "IoU": 0.19185235380874557, + "TN": 52502946, + "TP": 9626, + "n_pred": 38185, + "n_ref": 21615 + }, + "14": { + "Dice": 0.4950097412585022, + "FN": 26872, + "FP": 32226, + "IoU": 0.3289122559985465, + "TN": 52465057, + "TP": 28965, + "n_pred": 61191, + "n_ref": 55837 + }, + "15": { + "Dice": 0.14666724931538774, + "FN": 15200, + "FP": 101966, + "IoU": 0.07913702990529335, + "TN": 52425885, + "TP": 10069, + "n_pred": 112035, + "n_ref": 25269 + }, + "2": { + "Dice": 0.5750338361997821, + "FN": 65398, + "FP": 37590, + "IoU": 0.4035420986181414, + "TN": 52380454, + "TP": 69678, + "n_pred": 107268, + "n_ref": 135076 + }, + "3": { + "Dice": 0.7557758850973156, + "FN": 21435, + "FP": 57191, + "IoU": 0.6074274530167163, + "TN": 52352836, + "TP": 121658, + "n_pred": 178849, + "n_ref": 143093 + }, + "4": { + "Dice": 0.0, + "FN": 1880, + "FP": 269, + "IoU": 0.0, + "TN": 52550971, + "TP": 0, + "n_pred": 269, + "n_ref": 1880 + }, + "5": { + "Dice": 0.7449071820899673, + "FN": 925, + "FP": 2744, + "IoU": 0.5935076445823178, + "TN": 52544094, + "TP": 5357, + "n_pred": 8101, + "n_ref": 6282 + }, + "6": { + "Dice": 0.8828816758243528, + "FN": 87518, + "FP": 94300, + "IoU": 0.7903206461820916, + "TN": 51685996, + "TP": 685306, + "n_pred": 779606, + "n_ref": 772824 + }, + "7": { + "Dice": 0.5943182490490393, + "FN": 107678, + "FP": 8891, + "IoU": 0.42279715778267435, + "TN": 52351165, + "TP": 85386, + "n_pred": 94277, + "n_ref": 193064 + }, + "8": { + "Dice": 0.8349196620112955, + "FN": 11856, + "FP": 6997, + "IoU": 0.7166198199281516, + "TN": 52486591, + "TP": 47676, + "n_pred": 54673, + "n_ref": 59532 + }, + "9": { + "Dice": 0.8379256765505633, + "FN": 13377, + "FP": 11657, + "IoU": 0.7210603139937826, + "TN": 52463373, + "TP": 64713, + "n_pred": 76370, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7656231823041597, + "FN": 16306, + "FP": 152930, + "IoU": 0.6202507786344502, + "TN": 143691598, + "TP": 276416, + "n_pred": 429346, + "n_ref": 292722 + }, + "10": { + "Dice": 0.7283107313202798, + "FN": 18419, + "FP": 41163, + "IoU": 0.5727112347786176, + "TN": 143997808, + "TP": 79860, + "n_pred": 121023, + "n_ref": 98279 + }, + "11": { + "Dice": 0.6859742759646513, + "FN": 2699, + "FP": 890, + "IoU": 0.5220402184045811, + "TN": 144129741, + "TP": 3920, + "n_pred": 4810, + "n_ref": 6619 + }, + "12": { + "Dice": 0.5507031828275352, + "FN": 2298, + "FP": 3165, + "IoU": 0.3799795709908069, + "TN": 144128439, + "TP": 3348, + "n_pred": 6513, + "n_ref": 5646 + }, + "13": { + "Dice": 0.7551425271343802, + "FN": 18655, + "FP": 36887, + "IoU": 0.6066096268804714, + "TN": 143996062, + "TP": 85646, + "n_pred": 122533, + "n_ref": 104301 + }, + "14": { + "Dice": 0.8693588340648573, + "FN": 83177, + "FP": 15076, + "IoU": 0.7689078199676364, + "TN": 143712082, + "TP": 326915, + "n_pred": 341991, + "n_ref": 410092 + }, + "15": { + "Dice": 0.2574790244857024, + "FN": 1614, + "FP": 119806, + "IoU": 0.14776236734235498, + "TN": 143994778, + "TP": 21052, + "n_pred": 140858, + "n_ref": 22666 + }, + "2": { + "Dice": 0.8585863748776239, + "FN": 28851, + "FP": 7116, + "IoU": 0.7522131819528359, + "TN": 143992097, + "TP": 109186, + "n_pred": 116302, + "n_ref": 138037 + }, + "3": { + "Dice": 0.8355421824530551, + "FN": 9807, + "FP": 54906, + "IoU": 0.7175375267892607, + "TN": 143908147, + "TP": 164390, + "n_pred": 219296, + "n_ref": 174197 + }, + "4": { + "Dice": 0.9107798660617844, + "FN": 2686, + "FP": 6813, + "IoU": 0.8361761205870686, + "TN": 144079267, + "TP": 48484, + "n_pred": 55297, + "n_ref": 51170 + }, + "5": { + "Dice": 0.757947009049626, + "FN": 8932, + "FP": 5886, + "IoU": 0.6102372560366143, + "TN": 144099232, + "TP": 23200, + "n_pred": 29086, + "n_ref": 32132 + }, + "6": { + "Dice": 0.8536058048850312, + "FN": 40672, + "FP": 411376, + "IoU": 0.7446005994468817, + "TN": 142367285, + "TP": 1317917, + "n_pred": 1729293, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.7143397666629379, + "FN": 31946, + "FP": 141700, + "IoU": 0.5556209550083043, + "TN": 143746489, + "TP": 217115, + "n_pred": 358815, + "n_ref": 249061 + }, + "8": { + "Dice": 0.8082778542058069, + "FN": 17016, + "FP": 83604, + "IoU": 0.6782435461641527, + "TN": 143824529, + "TP": 212101, + "n_pred": 295705, + "n_ref": 229117 + }, + "9": { + "Dice": 0.8558515723656294, + "FN": 10759, + "FP": 17436, + "IoU": 0.7480249517409022, + "TN": 144025354, + "TP": 83701, + "n_pred": 101137, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.796280770689672, + "FN": 9334, + "FP": 95395, + "IoU": 0.6615170309656859, + "TN": 111469513, + "TP": 204678, + "n_pred": 300073, + "n_ref": 214012 + }, + "10": { + "Dice": 0.3635951650935046, + "FN": 20328, + "FP": 69547, + "IoU": 0.22219145124579182, + "TN": 111663371, + "TP": 25674, + "n_pred": 95221, + "n_ref": 46002 + }, + "11": { + "Dice": 0.7136615205359743, + "FN": 1345, + "FP": 621, + "IoU": 0.5548007246376812, + "TN": 111774504, + "TP": 2450, + "n_pred": 3071, + "n_ref": 3795 + }, + "12": { + "Dice": 0.45330036142286473, + "FN": 2277, + "FP": 3471, + "IoU": 0.2930758824252859, + "TN": 111770789, + "TP": 2383, + "n_pred": 5854, + "n_ref": 4660 + }, + "13": { + "Dice": 0.6860575241248091, + "FN": 12739, + "FP": 24056, + "IoU": 0.5221366511253392, + "TN": 111701921, + "TP": 40204, + "n_pred": 64260, + "n_ref": 52943 + }, + "14": { + "Dice": 0.5966261897864231, + "FN": 6509, + "FP": 109058, + "IoU": 0.42513704149546844, + "TN": 111577886, + "TP": 85467, + "n_pred": 194525, + "n_ref": 91976 + }, + "15": { + "Dice": 0.11148685642878767, + "FN": 2078, + "FP": 135861, + "IoU": 0.059034196721535134, + "TN": 111632327, + "TP": 8654, + "n_pred": 144515, + "n_ref": 10732 + }, + "2": { + "Dice": 0.8364461549832064, + "FN": 53525, + "FP": 6224, + "IoU": 0.7188718928354656, + "TN": 111566387, + "TP": 152784, + "n_pred": 159008, + "n_ref": 206309 + }, + "3": { + "Dice": 0.62079877504147, + "FN": 2624, + "FP": 71671, + "IoU": 0.4501147213381689, + "TN": 111643810, + "TP": 60815, + "n_pred": 132486, + "n_ref": 63439 + }, + "4": { + "Dice": 0.8790493994724576, + "FN": 1516, + "FP": 3207, + "IoU": 0.7841999451704286, + "TN": 111757034, + "TP": 17163, + "n_pred": 20370, + "n_ref": 18679 + }, + "5": { + "Dice": 0.6692316941204761, + "FN": 9718, + "FP": 6788, + "IoU": 0.5028912179255511, + "TN": 111745716, + "TP": 16698, + "n_pred": 23486, + "n_ref": 26416 + }, + "6": { + "Dice": 0.9542308229227621, + "FN": 76143, + "FP": 35002, + "IoU": 0.912467917241249, + "TN": 110509157, + "TP": 1158618, + "n_pred": 1193620, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.5573678841052846, + "FN": 101809, + "FP": 115125, + "IoU": 0.38635482876353894, + "TN": 111425403, + "TP": 136583, + "n_pred": 251708, + "n_ref": 238392 + }, + "8": { + "Dice": 0.7917576094289456, + "FN": 37828, + "FP": 88112, + "IoU": 0.655296996370683, + "TN": 111413562, + "TP": 239418, + "n_pred": 327530, + "n_ref": 277246 + }, + "9": { + "Dice": 0.8329283225016483, + "FN": 14015, + "FP": 12592, + "IoU": 0.7136908028537302, + "TN": 111685989, + "TP": 66324, + "n_pred": 78916, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6609716718039043, + "FN": 19050, + "FP": 131087, + "IoU": 0.4936203797079844, + "TN": 198791384, + "TP": 146354, + "n_pred": 277441, + "n_ref": 165404 + }, + "10": { + "Dice": 0.5491009681881052, + "FN": 20648, + "FP": 49116, + "IoU": 0.3784556720686368, + "TN": 198975632, + "TP": 42479, + "n_pred": 91595, + "n_ref": 63127 + }, + "11": { + "Dice": 0.7395165823496346, + "FN": 1146, + "FP": 1171, + "IoU": 0.5866928291116661, + "TN": 199082269, + "TP": 3289, + "n_pred": 4460, + "n_ref": 4435 + }, + "12": { + "Dice": 0.5911458333333334, + "FN": 1065, + "FP": 2075, + "IoU": 0.4195933456561922, + "TN": 199082465, + "TP": 2270, + "n_pred": 4345, + "n_ref": 3335 + }, + "13": { + "Dice": 0.3763219656361371, + "FN": 22606, + "FP": 20444, + "IoU": 0.23177129804775332, + "TN": 199031837, + "TP": 12988, + "n_pred": 33432, + "n_ref": 35594 + }, + "14": { + "Dice": 0.5826300362355077, + "FN": 9082, + "FP": 45169, + "IoU": 0.41106419010606077, + "TN": 198995758, + "TP": 37866, + "n_pred": 83035, + "n_ref": 46948 + }, + "15": { + "Dice": 0.7525628744764373, + "FN": 38398, + "FP": 27471, + "IoU": 0.603287219113812, + "TN": 198921838, + "TP": 100168, + "n_pred": 127639, + "n_ref": 138566 + }, + "2": { + "Dice": 0.8917056334472507, + "FN": 11250, + "FP": 17491, + "IoU": 0.8045747234291387, + "TN": 198940806, + "TP": 118328, + "n_pred": 135819, + "n_ref": 129578 + }, + "3": { + "Dice": 0.9249996495310726, + "FN": 6865, + "FP": 14535, + "IoU": 0.8604645097348825, + "TN": 198934509, + "TP": 131966, + "n_pred": 146501, + "n_ref": 138831 + }, + "4": { + "Dice": 0.7588362229332539, + "FN": 1823, + "FP": 7900, + "IoU": 0.6113908872901679, + "TN": 199062855, + "TP": 15297, + "n_pred": 23197, + "n_ref": 17120 + }, + "5": { + "Dice": 0.6828112661226639, + "FN": 7098, + "FP": 4952, + "IoU": 0.5183852917665868, + "TN": 199062855, + "TP": 12970, + "n_pred": 17922, + "n_ref": 20068 + }, + "6": { + "Dice": 0.887559169615725, + "FN": 114928, + "FP": 148598, + "IoU": 0.797848429663564, + "TN": 197784269, + "TP": 1040080, + "n_pred": 1188678, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.7375090135752281, + "FN": 15033, + "FP": 85437, + "IoU": 0.5841697259667319, + "TN": 198846262, + "TP": 141143, + "n_pred": 226580, + "n_ref": 156176 + }, + "8": { + "Dice": 0.8074364986178949, + "FN": 8670, + "FP": 43647, + "IoU": 0.6770595424747843, + "TN": 198925873, + "TP": 109685, + "n_pred": 153332, + "n_ref": 118355 + }, + "9": { + "Dice": 0.851835196560749, + "FN": 8686, + "FP": 24262, + "IoU": 0.7419102153359287, + "TN": 198960214, + "TP": 94713, + "n_pred": 118975, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7609613774099722, + "FN": 15367, + "FP": 90813, + "IoU": 0.6141546869776299, + "TN": 130800004, + "TP": 169008, + "n_pred": 259821, + "n_ref": 184375 + }, + "10": { + "Dice": 0.5399754379964867, + "FN": 13251, + "FP": 105117, + "IoU": 0.36983996848348044, + "TN": 130887354, + "TP": 69470, + "n_pred": 174587, + "n_ref": 82721 + }, + "11": { + "Dice": 0.6302443047108546, + "FN": 1014, + "FP": 2573, + "IoU": 0.4601143889223359, + "TN": 131068548, + "TP": 3057, + "n_pred": 5630, + "n_ref": 4071 + }, + "12": { + "Dice": 0.6217772215269086, + "FN": 909, + "FP": 3624, + "IoU": 0.45114420632037777, + "TN": 131066933, + "TP": 3726, + "n_pred": 7350, + "n_ref": 4635 + }, + "13": { + "Dice": 0.4370682528946927, + "FN": 52354, + "FP": 45027, + "IoU": 0.2796464104745349, + "TN": 130940007, + "TP": 37804, + "n_pred": 82831, + "n_ref": 90158 + }, + "14": { + "Dice": 0.3551621327375065, + "FN": 6701, + "FP": 174541, + "IoU": 0.21592531386002406, + "TN": 130844038, + "TP": 49912, + "n_pred": 224453, + "n_ref": 56613 + }, + "15": { + "Dice": 0.2975353699197981, + "FN": 1165, + "FP": 123559, + "IoU": 0.1747674310894679, + "TN": 130924054, + "TP": 26414, + "n_pred": 149973, + "n_ref": 27579 + }, + "2": { + "Dice": 0.629758908026987, + "FN": 55432, + "FP": 67822, + "IoU": 0.45959715535913154, + "TN": 130847114, + "TP": 104824, + "n_pred": 172646, + "n_ref": 160256 + }, + "3": { + "Dice": 0.6132003558455548, + "FN": 11889, + "FP": 212900, + "IoU": 0.4421693922624513, + "TN": 130672222, + "TP": 178181, + "n_pred": 391081, + "n_ref": 190070 + }, + "4": { + "Dice": 0.890899057704263, + "FN": 9309, + "FP": 6310, + "IoU": 0.8032623756140572, + "TN": 130995802, + "TP": 63771, + "n_pred": 70081, + "n_ref": 73080 + }, + "5": { + "Dice": 0.7672946663212051, + "FN": 4334, + "FP": 1953, + "IoU": 0.6224477540235407, + "TN": 131058540, + "TP": 10365, + "n_pred": 12318, + "n_ref": 14699 + }, + "6": { + "Dice": 0.7826407377299767, + "FN": 71466, + "FP": 704219, + "IoU": 0.6429003844523086, + "TN": 128903011, + "TP": 1396496, + "n_pred": 2100715, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.42899174365107134, + "FN": 366435, + "FP": 726983, + "IoU": 0.2730677842827264, + "TN": 129571038, + "TP": 410736, + "n_pred": 1137719, + "n_ref": 777171 + }, + "8": { + "Dice": 0.9230957967214121, + "FN": 7795, + "FP": 12265, + "IoU": 0.8571754051206106, + "TN": 130934740, + "TP": 120392, + "n_pred": 132657, + "n_ref": 128187 + }, + "9": { + "Dice": 0.6827852855617336, + "FN": 19187, + "FP": 23886, + "IoU": 0.518355343345, + "TN": 130985763, + "TP": 46356, + "n_pred": 70242, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6750897983289281, + "FN": 6354, + "FP": 195000, + "IoU": 0.5095362670447072, + "TN": 101206662, + "TP": 209184, + "n_pred": 404184, + "n_ref": 215538 + }, + "10": { + "Dice": 0.42862987776811745, + "FN": 12299, + "FP": 77077, + "IoU": 0.2727746135069162, + "TN": 101494300, + "TP": 33524, + "n_pred": 110601, + "n_ref": 45823 + }, + "11": { + "Dice": 0.8192139737991266, + "FN": 738, + "FP": 1125, + "IoU": 0.6937869822485208, + "TN": 101611116, + "TP": 4221, + "n_pred": 5346, + "n_ref": 4959 + }, + "12": { + "Dice": 0.7640825432236475, + "FN": 1380, + "FP": 1158, + "IoU": 0.618231046931408, + "TN": 101610552, + "TP": 4110, + "n_pred": 5268, + "n_ref": 5490 + }, + "13": { + "Dice": 0.7080346635284048, + "FN": 7140, + "FP": 36524, + "IoU": 0.5480291487247433, + "TN": 101520592, + "TP": 52944, + "n_pred": 89468, + "n_ref": 60084 + }, + "14": { + "Dice": 0.7224178265081879, + "FN": 626, + "FP": 46362, + "IoU": 0.565457033995487, + "TN": 101509068, + "TP": 61144, + "n_pred": 107506, + "n_ref": 61770 + }, + "15": { + "Dice": 0.40394202898550724, + "FN": 1910, + "FP": 90628, + "IoU": 0.25308731657707395, + "TN": 101493306, + "TP": 31356, + "n_pred": 121984, + "n_ref": 33266 + }, + "2": { + "Dice": 0.7702088400570326, + "FN": 57553, + "FP": 10942, + "IoU": 0.626292386174537, + "TN": 101433915, + "TP": 114790, + "n_pred": 125732, + "n_ref": 172343 + }, + "3": { + "Dice": 0.7604960797774325, + "FN": 4588, + "FP": 101472, + "IoU": 0.6135487491164018, + "TN": 101342754, + "TP": 168386, + "n_pred": 269858, + "n_ref": 172974 + }, + "4": { + "Dice": 0.29785844997279787, + "FN": 1157, + "FP": 69826, + "IoU": 0.17499041132509677, + "TN": 101531161, + "TP": 15056, + "n_pred": 84882, + "n_ref": 16213 + }, + "5": { + "Dice": 0.7221382221382221, + "FN": 7446, + "FP": 10196, + "IoU": 0.5651145019350704, + "TN": 101576633, + "TP": 22925, + "n_pred": 33121, + "n_ref": 30371 + }, + "6": { + "Dice": 0.8357284677268934, + "FN": 272416, + "FP": 223423, + "IoU": 0.7178123354912144, + "TN": 99860075, + "TP": 1261286, + "n_pred": 1484709, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.7921556098159613, + "FN": 53445, + "FP": 143017, + "IoU": 0.6558424381929372, + "TN": 101046351, + "TP": 374387, + "n_pred": 517404, + "n_ref": 427832 + }, + "8": { + "Dice": 0.8660419696654893, + "FN": 23531, + "FP": 40943, + "IoU": 0.7637337066258195, + "TN": 101344313, + "TP": 208413, + "n_pred": 249356, + "n_ref": 231944 + }, + "9": { + "Dice": 0.8854876472027117, + "FN": 4978, + "FP": 14684, + "IoU": 0.7945068037875462, + "TN": 101521518, + "TP": 76020, + "n_pred": 90704, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8396037418719546, + "FN": 13775, + "FP": 61805, + "IoU": 0.72354916347835, + "TN": 118908818, + "TP": 197814, + "n_pred": 259619, + "n_ref": 211589 + }, + "10": { + "Dice": 0.6536328694240418, + "FN": 13916, + "FP": 56914, + "IoU": 0.48547892664642384, + "TN": 119044550, + "TP": 66832, + "n_pred": 123746, + "n_ref": 80748 + }, + "11": { + "Dice": 0.5943450663589152, + "FN": 1463, + "FP": 2052, + "IoU": 0.42282430213464695, + "TN": 119176122, + "TP": 2575, + "n_pred": 4627, + "n_ref": 4038 + }, + "12": { + "Dice": 0.43896874287018023, + "FN": 2211, + "FP": 2707, + "IoU": 0.28120432622040337, + "TN": 119175370, + "TP": 1924, + "n_pred": 4631, + "n_ref": 4135 + }, + "13": { + "Dice": 0.6576739294451176, + "FN": 4309, + "FP": 25637, + "IoU": 0.48995094699550346, + "TN": 119123500, + "TP": 28766, + "n_pred": 54403, + "n_ref": 33075 + }, + "14": { + "Dice": 0.24948279588706937, + "FN": 41628, + "FP": 104208, + "IoU": 0.14251947670145523, + "TN": 119012137, + "TP": 24239, + "n_pred": 128447, + "n_ref": 65867 + }, + "15": { + "Dice": 0.16734703736805237, + "FN": 3400, + "FP": 168955, + "IoU": 0.09131408989060234, + "TN": 118992537, + "TP": 17320, + "n_pred": 186275, + "n_ref": 20720 + }, + "2": { + "Dice": 0.8489371849209322, + "FN": 35950, + "FP": 20115, + "IoU": 0.7375246370569426, + "TN": 118968611, + "TP": 157536, + "n_pred": 177651, + "n_ref": 193486 + }, + "3": { + "Dice": 0.7630822790608577, + "FN": 13758, + "FP": 100026, + "IoU": 0.6169224242995562, + "TN": 118885186, + "TP": 183242, + "n_pred": 283268, + "n_ref": 197000 + }, + "4": { + "Dice": 0.7052525736174288, + "FN": 6514, + "FP": 24265, + "IoU": 0.5447028194432117, + "TN": 119114610, + "TP": 36823, + "n_pred": 61088, + "n_ref": 43337 + }, + "5": { + "Dice": 0.8618962537711257, + "FN": 3009, + "FP": 1706, + "IoU": 0.7573090385011324, + "TN": 119162784, + "TP": 14713, + "n_pred": 16419, + "n_ref": 17722 + }, + "6": { + "Dice": 0.9078212473829635, + "FN": 79045, + "FP": 258035, + "IoU": 0.8312020767733096, + "TN": 117185268, + "TP": 1659864, + "n_pred": 1917899, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.6270666434285096, + "FN": 88947, + "FP": 159267, + "IoU": 0.4567349466943026, + "TN": 118725319, + "TP": 208679, + "n_pred": 367946, + "n_ref": 297626 + }, + "8": { + "Dice": 0.940385192507988, + "FN": 2259, + "FP": 7872, + "IoU": 0.8874783419965347, + "TN": 119092176, + "TP": 79905, + "n_pred": 87777, + "n_ref": 82164 + }, + "9": { + "Dice": 0.9052197075270335, + "FN": 8547, + "FP": 7572, + "IoU": 0.8268505687860527, + "TN": 119089119, + "TP": 76974, + "n_pred": 84546, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 121026, + "IoU": 0.0, + "TN": 61211454, + "TP": 0, + "n_pred": 121026, + "n_ref": 0 + }, + "10": { + "Dice": 0.6166169895678092, + "FN": 7948, + "FP": 24980, + "IoU": 0.44573121465122545, + "TN": 61273072, + "TP": 26480, + "n_pred": 51460, + "n_ref": 34428 + }, + "11": { + "Dice": 0.823030303030303, + "FN": 469, + "FP": 991, + "IoU": 0.6992790937178167, + "TN": 61327625, + "TP": 3395, + "n_pred": 4386, + "n_ref": 3864 + }, + "12": { + "Dice": 0.6690440584378236, + "FN": 1942, + "FP": 935, + "IoU": 0.5026793431287814, + "TN": 61326695, + "TP": 2908, + "n_pred": 3843, + "n_ref": 4850 + }, + "13": { + "Dice": 0.548889117221647, + "FN": 17973, + "FP": 39102, + "IoU": 0.37825442820105015, + "TN": 61240682, + "TP": 34723, + "n_pred": 73825, + "n_ref": 52696 + }, + "14": { + "Dice": 0.9046014571068927, + "FN": 21565, + "FP": 30956, + "IoU": 0.8258194818460396, + "TN": 61030948, + "TP": 249011, + "n_pred": 279967, + "n_ref": 270576 + }, + "15": { + "Dice": 0.6403781228899392, + "FN": 27098, + "FP": 52792, + "IoU": 0.47099721891140245, + "TN": 61181460, + "TP": 71130, + "n_pred": 123922, + "n_ref": 98228 + }, + "2": { + "Dice": 0.6008164501957407, + "FN": 85587, + "FP": 14545, + "IoU": 0.4294050271530085, + "TN": 61156993, + "TP": 75355, + "n_pred": 89900, + "n_ref": 160942 + }, + "3": { + "Dice": 0.6574953732264035, + "FN": 6078, + "FP": 121618, + "IoU": 0.4897527800753607, + "TN": 61082217, + "TP": 122567, + "n_pred": 244185, + "n_ref": 128645 + }, + "4": { + "Dice": 0.9419063603217779, + "FN": 1501, + "FP": 3518, + "IoU": 0.8901918743299714, + "TN": 61286773, + "TP": 40688, + "n_pred": 44206, + "n_ref": 42189 + }, + "5": { + "Dice": 0.7890885559261287, + "FN": 646, + "FP": 3591, + "IoU": 0.6516484419962181, + "TN": 61320317, + "TP": 7926, + "n_pred": 11517, + "n_ref": 8572 + }, + "6": { + "Dice": 0.8945974610635474, + "FN": 34064, + "FP": 242115, + "IoU": 0.8092956452988355, + "TN": 59884275, + "TP": 1172026, + "n_pred": 1414141, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.49405297972112666, + "FN": 108773, + "FP": 86731, + "IoU": 0.3280679685727837, + "TN": 61041522, + "TP": 95454, + "n_pred": 182185, + "n_ref": 204227 + }, + "8": { + "Dice": 0.941980409890818, + "FN": 2537, + "FP": 7278, + "IoU": 0.8903241666759786, + "TN": 61242989, + "TP": 79676, + "n_pred": 86954, + "n_ref": 82213 + }, + "9": { + "Dice": 0.8348450272971489, + "FN": 5571, + "FP": 17299, + "IoU": 0.7165098607960532, + "TN": 61251807, + "TP": 57803, + "n_pred": 75102, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7989599065209058, + "FN": 4166, + "FP": 82892, + "IoU": 0.6652233433827601, + "TN": 148847452, + "TP": 172990, + "n_pred": 255882, + "n_ref": 177156 + }, + "10": { + "Dice": 0.6881216331007194, + "FN": 8806, + "FP": 49204, + "IoU": 0.524531580414078, + "TN": 148985494, + "TP": 63996, + "n_pred": 113200, + "n_ref": 72802 + }, + "11": { + "Dice": 0.7730931391337678, + "FN": 587, + "FP": 597, + "IoU": 0.6301155888784755, + "TN": 149104299, + "TP": 2017, + "n_pred": 2614, + "n_ref": 2604 + }, + "12": { + "Dice": 0.6126327557294577, + "FN": 1001, + "FP": 385, + "IoU": 0.44157937147461723, + "TN": 149105018, + "TP": 1096, + "n_pred": 1481, + "n_ref": 2097 + }, + "13": { + "Dice": 0.6560879844412641, + "FN": 21789, + "FP": 43816, + "IoU": 0.48819266205347045, + "TN": 148979317, + "TP": 62578, + "n_pred": 106394, + "n_ref": 84367 + }, + "14": { + "Dice": 0.7193259695235024, + "FN": 3848, + "FP": 65776, + "IoU": 0.5616776419334937, + "TN": 148948658, + "TP": 89218, + "n_pred": 154994, + "n_ref": 93066 + }, + "15": { + "Dice": 0.41666616265778, + "FN": 3597, + "FP": 92852, + "IoU": 0.26315749264677796, + "TN": 148976605, + "TP": 34446, + "n_pred": 127298, + "n_ref": 38043 + }, + "2": { + "Dice": 0.6445147400676247, + "FN": 59409, + "FP": 48249, + "IoU": 0.4754863509912157, + "TN": 148902247, + "TP": 97595, + "n_pred": 145844, + "n_ref": 157004 + }, + "3": { + "Dice": 0.503078106964217, + "FN": 10401, + "FP": 87753, + "IoU": 0.33607505462022874, + "TN": 148959661, + "TP": 49685, + "n_pred": 137438, + "n_ref": 60086 + }, + "4": { + "Dice": 0.9057229540015452, + "FN": 1801, + "FP": 3202, + "IoU": 0.8276907180988462, + "TN": 149078465, + "TP": 24032, + "n_pred": 27234, + "n_ref": 25833 + }, + "5": { + "Dice": 0.48790782087536405, + "FN": 22156, + "FP": 2110, + "IoU": 0.32267068609389826, + "TN": 149071674, + "TP": 11560, + "n_pred": 13670, + "n_ref": 33716 + }, + "6": { + "Dice": 0.9545441947830068, + "FN": 38364, + "FP": 63324, + "IoU": 0.913041173065066, + "TN": 147938119, + "TP": 1067693, + "n_pred": 1131017, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.6031020619711996, + "FN": 102916, + "FP": 123754, + "IoU": 0.4317438271991817, + "TN": 148708613, + "TP": 172217, + "n_pred": 295971, + "n_ref": 275133 + }, + "8": { + "Dice": 0.8925051108664884, + "FN": 16238, + "FP": 35029, + "IoU": 0.8058774082151945, + "TN": 148843404, + "TP": 212829, + "n_pred": 247858, + "n_ref": 229067 + }, + "9": { + "Dice": 0.8419968946195909, + "FN": 12652, + "FP": 15434, + "IoU": 0.7271110852012709, + "TN": 149004579, + "TP": 74835, + "n_pred": 90269, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.38321358545744577, + "FN": 370963, + "FP": 93030, + "IoU": 0.23702177480621048, + "TN": 100104666, + "TP": 144141, + "n_pred": 237171, + "n_ref": 515104 + }, + "10": { + "Dice": 0.2706582129550951, + "FN": 17767, + "FP": 93815, + "IoU": 0.1565093811892415, + "TN": 100580514, + "TP": 20704, + "n_pred": 114519, + "n_ref": 38471 + }, + "11": { + "Dice": 0.32806691449814124, + "FN": 1363, + "FP": 7313, + "IoU": 0.1962201222901612, + "TN": 100702006, + "TP": 2118, + "n_pred": 9431, + "n_ref": 3481 + }, + "12": { + "Dice": 0.6018718502519799, + "FN": 2529, + "FP": 1895, + "IoU": 0.43048403707518024, + "TN": 100705032, + "TP": 3344, + "n_pred": 5239, + "n_ref": 5873 + }, + "13": { + "Dice": 0.014489630133125549, + "FN": 38718, + "FP": 20727, + "IoU": 0.007297685448047827, + "TN": 100652918, + "TP": 437, + "n_pred": 21164, + "n_ref": 39155 + }, + "14": { + "Dice": 0.5575288068287881, + "FN": 22481, + "FP": 186107, + "IoU": 0.3865094911206405, + "TN": 100372798, + "TP": 131414, + "n_pred": 317521, + "n_ref": 153895 + }, + "15": { + "Dice": 0.797370958172649, + "FN": 9252, + "FP": 34464, + "IoU": 0.6630232020349958, + "TN": 100583070, + "TP": 86014, + "n_pred": 120478, + "n_ref": 95266 + }, + "2": { + "Dice": 0.22220768002512892, + "FN": 199200, + "FP": 38512, + "IoU": 0.12499079759117747, + "TN": 100441132, + "TP": 33956, + "n_pred": 72468, + "n_ref": 233156 + }, + "3": { + "Dice": 0.5587440320907529, + "FN": 51851, + "FP": 219964, + "IoU": 0.3876785557400278, + "TN": 100268891, + "TP": 172094, + "n_pred": 392058, + "n_ref": 223945 + }, + "4": { + "Dice": 0.453039666033247, + "FN": 12235, + "FP": 97430, + "IoU": 0.2928579719116338, + "TN": 100557718, + "TP": 45417, + "n_pred": 142847, + "n_ref": 57652 + }, + "5": { + "Dice": 0.5966953862220731, + "FN": 8474, + "FP": 2339, + "IoU": 0.42520731448011906, + "TN": 100693988, + "TP": 7999, + "n_pred": 10338, + "n_ref": 16473 + }, + "6": { + "Dice": 0.4284451850589534, + "FN": 1306238, + "FP": 753082, + "IoU": 0.2726250341290358, + "TN": 97881633, + "TP": 771847, + "n_pred": 1524929, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.5351053990398631, + "FN": 44727, + "FP": 176938, + "IoU": 0.365285938448499, + "TN": 100363564, + "TP": 127571, + "n_pred": 304509, + "n_ref": 172298 + }, + "8": { + "Dice": 0.9078986533413911, + "FN": 5344, + "FP": 15078, + "IoU": 0.8313318687127307, + "TN": 100591722, + "TP": 100656, + "n_pred": 115734, + "n_ref": 106000 + }, + "9": { + "Dice": 0.7277820142845038, + "FN": 28845, + "FP": 25772, + "IoU": 0.5720576367069664, + "TN": 100585173, + "TP": 73010, + "n_pred": 98782, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7501775274559586, + "FN": 715, + "FP": 50649, + "IoU": 0.6002272674205926, + "TN": 78822217, + "TP": 77119, + "n_pred": 127768, + "n_ref": 77834 + }, + "10": { + "Dice": 0.6796102634436253, + "FN": 15159, + "FP": 7267, + "IoU": 0.5147042911860812, + "TN": 78904489, + "TP": 23785, + "n_pred": 31052, + "n_ref": 38944 + }, + "11": { + "Dice": 0.48877146631439894, + "FN": 628, + "FP": 920, + "IoU": 0.32342657342657344, + "TN": 78948412, + "TP": 740, + "n_pred": 1660, + "n_ref": 1368 + }, + "12": { + "Dice": 0.43973154362416106, + "FN": 1741, + "FP": 346, + "IoU": 0.2818306951135582, + "TN": 78947794, + "TP": 819, + "n_pred": 1165, + "n_ref": 2560 + }, + "13": { + "Dice": 0.42217452984613146, + "FN": 41996, + "FP": 5659, + "IoU": 0.2675673183327186, + "TN": 78885636, + "TP": 17409, + "n_pred": 23068, + "n_ref": 59405 + }, + "14": { + "Dice": 0.41220919626311797, + "FN": 5803, + "FP": 55416, + "IoU": 0.2596117796456431, + "TN": 78868015, + "TP": 21466, + "n_pred": 76882, + "n_ref": 27269 + }, + "15": { + "Dice": 0.8180857119622672, + "FN": 3789, + "FP": 20818, + "IoU": 0.6921700839411036, + "TN": 78870763, + "TP": 55330, + "n_pred": 76148, + "n_ref": 59119 + }, + "2": { + "Dice": 0.8851194597900419, + "FN": 12561, + "FP": 10168, + "IoU": 0.7939141709508655, + "TN": 78840411, + "TP": 87560, + "n_pred": 97728, + "n_ref": 100121 + }, + "3": { + "Dice": 0.7337744490828702, + "FN": 1449, + "FP": 58944, + "IoU": 0.5794974272564597, + "TN": 78807079, + "TP": 83228, + "n_pred": 142172, + "n_ref": 84677 + }, + "4": { + "Dice": 0.7731715691885086, + "FN": 240, + "FP": 9669, + "IoU": 0.6302198007239617, + "TN": 78923903, + "TP": 16888, + "n_pred": 26557, + "n_ref": 17128 + }, + "5": { + "Dice": 0.4833810944109792, + "FN": 22400, + "FP": 4101, + "IoU": 0.3187228463456644, + "TN": 78911801, + "TP": 12398, + "n_pred": 16499, + "n_ref": 34798 + }, + "6": { + "Dice": 0.9209729868388699, + "FN": 57249, + "FP": 54274, + "IoU": 0.8535217150317458, + "TN": 78189338, + "TP": 649839, + "n_pred": 704113, + "n_ref": 707088 + }, + "7": { + "Dice": 0.4431268203008234, + "FN": 504531, + "FP": 39822, + "IoU": 0.28462615072246644, + "TN": 78189765, + "TP": 216582, + "n_pred": 256404, + "n_ref": 721113 + }, + "8": { + "Dice": 0.8540207859694706, + "FN": 68155, + "FP": 21739, + "IoU": 0.7452323528328142, + "TN": 78597853, + "TP": 262953, + "n_pred": 284692, + "n_ref": 331108 + }, + "9": { + "Dice": 0.7219617467032076, + "FN": 19245, + "FP": 9872, + "IoU": 0.5648983861326957, + "TN": 78883780, + "TP": 37803, + "n_pred": 47675, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.621346955178142, + "FN": 3635, + "FP": 172564, + "IoU": 0.45069131607251417, + "TN": 104683675, + "TP": 144566, + "n_pred": 317130, + "n_ref": 148201 + }, + "10": { + "Dice": 0.4541886722524454, + "FN": 18607, + "FP": 146335, + "IoU": 0.2938189571390039, + "TN": 104770871, + "TP": 68627, + "n_pred": 214962, + "n_ref": 87234 + }, + "11": { + "Dice": 0.8707045167222158, + "FN": 543, + "FP": 582, + "IoU": 0.7710156727050682, + "TN": 104999527, + "TP": 3788, + "n_pred": 4370, + "n_ref": 4331 + }, + "12": { + "Dice": 0.6106166046285807, + "FN": 1060, + "FP": 3752, + "IoU": 0.43948747815958067, + "TN": 104995855, + "TP": 3773, + "n_pred": 7525, + "n_ref": 4833 + }, + "13": { + "Dice": 0.7819774425837787, + "FN": 17603, + "FP": 15974, + "IoU": 0.642005714773115, + "TN": 104910648, + "TP": 60215, + "n_pred": 76189, + "n_ref": 77818 + }, + "14": { + "Dice": 0.802725087142832, + "FN": 1801, + "FP": 31760, + "IoU": 0.6704601245065887, + "TN": 104902598, + "TP": 68281, + "n_pred": 100041, + "n_ref": 70082 + }, + "15": { + "Dice": 0.32446958011996574, + "FN": 694, + "FP": 97849, + "IoU": 0.19365185870107765, + "TN": 104882231, + "TP": 23666, + "n_pred": 121515, + "n_ref": 24360 + }, + "2": { + "Dice": 0.8402738886808974, + "FN": 34963, + "FP": 16660, + "IoU": 0.7245451149885278, + "TN": 104817030, + "TP": 135787, + "n_pred": 152447, + "n_ref": 170750 + }, + "3": { + "Dice": 0.7935918395420324, + "FN": 3547, + "FP": 74479, + "IoU": 0.6578137197287981, + "TN": 104776418, + "TP": 149996, + "n_pred": 224475, + "n_ref": 153543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 14029, + "IoU": 0.0, + "TN": 104990411, + "TP": 0, + "n_pred": 14029, + "n_ref": 0 + }, + "5": { + "Dice": 0.6579715014432549, + "FN": 8539, + "FP": 13856, + "IoU": 0.4902813182811362, + "TN": 104960504, + "TP": 21541, + "n_pred": 35397, + "n_ref": 30080 + }, + "6": { + "Dice": 0.8938946021869383, + "FN": 32575, + "FP": 253088, + "IoU": 0.8081459542230819, + "TN": 103515480, + "TP": 1203297, + "n_pred": 1456385, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.6087579832688675, + "FN": 13530, + "FP": 264834, + "IoU": 0.437564403567402, + "TN": 104509514, + "TP": 216562, + "n_pred": 481396, + "n_ref": 230092 + }, + "8": { + "Dice": 0.9180653130654985, + "FN": 32100, + "FP": 27531, + "IoU": 0.8485404194468503, + "TN": 104610731, + "TP": 334078, + "n_pred": 361609, + "n_ref": 366178 + }, + "9": { + "Dice": 0.861222147465073, + "FN": 6512, + "FP": 21540, + "IoU": 0.7562687889898692, + "TN": 104889346, + "TP": 87042, + "n_pred": 108582, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.706539722433592, + "FN": 71782, + "FP": 215920, + "IoU": 0.5462399848589994, + "TN": 177042248, + "TP": 346338, + "n_pred": 562258, + "n_ref": 418120 + }, + "10": { + "Dice": 0.42967487858893083, + "FN": 28210, + "FP": 87935, + "IoU": 0.2736216040426277, + "TN": 177516392, + "TP": 43751, + "n_pred": 131686, + "n_ref": 71961 + }, + "11": { + "Dice": 0.8245366858133738, + "FN": 939, + "FP": 680, + "IoU": 0.7014567582518901, + "TN": 177670865, + "TP": 3804, + "n_pred": 4484, + "n_ref": 4743 + }, + "12": { + "Dice": 0.7068075694273778, + "FN": 884, + "FP": 2695, + "IoU": 0.5465602432535158, + "TN": 177668395, + "TP": 4314, + "n_pred": 7009, + "n_ref": 5198 + }, + "13": { + "Dice": 0.781457262145307, + "FN": 9982, + "FP": 27549, + "IoU": 0.6413047633611132, + "TN": 177571656, + "TP": 67101, + "n_pred": 94650, + "n_ref": 77083 + }, + "14": { + "Dice": 0.6294820378254009, + "FN": 2239, + "FP": 84882, + "IoU": 0.459302289498346, + "TN": 177515161, + "TP": 74006, + "n_pred": 158888, + "n_ref": 76245 + }, + "15": { + "Dice": 0.1667483210600499, + "FN": 1046, + "FP": 220054, + "IoU": 0.09095768081143642, + "TN": 177433065, + "TP": 22123, + "n_pred": 242177, + "n_ref": 23169 + }, + "2": { + "Dice": 0.9098436551130158, + "FN": 17348, + "FP": 21697, + "IoU": 0.834599238338918, + "TN": 177440225, + "TP": 197018, + "n_pred": 218715, + "n_ref": 214366 + }, + "3": { + "Dice": 0.8698373601232484, + "FN": 18466, + "FP": 37972, + "IoU": 0.7696567993241286, + "TN": 177431271, + "TP": 188579, + "n_pred": 226551, + "n_ref": 207045 + }, + "4": { + "Dice": 0.7919324386385671, + "FN": 3394, + "FP": 12916, + "IoU": 0.6555365477623604, + "TN": 177628939, + "TP": 31039, + "n_pred": 43955, + "n_ref": 34433 + }, + "5": { + "Dice": 0.7259704962308337, + "FN": 9946, + "FP": 6085, + "IoU": 0.5698223581817206, + "TN": 177639022, + "TP": 21235, + "n_pred": 27320, + "n_ref": 31181 + }, + "6": { + "Dice": 0.8535302031442125, + "FN": 190612, + "FP": 363653, + "IoU": 0.7444855551232429, + "TN": 175507076, + "TP": 1614947, + "n_pred": 1978600, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.6088340360793506, + "FN": 33626, + "FP": 396274, + "IoU": 0.4376429929061129, + "TN": 176911827, + "TP": 334561, + "n_pred": 730835, + "n_ref": 368187 + }, + "8": { + "Dice": 0.8556165785434078, + "FN": 11327, + "FP": 52162, + "IoU": 0.7476660029331458, + "TN": 177424681, + "TP": 188118, + "n_pred": 240280, + "n_ref": 199445 + }, + "9": { + "Dice": 0.896353864540162, + "FN": 6971, + "FP": 22689, + "IoU": 0.812175058418243, + "TN": 177518375, + "TP": 128253, + "n_pred": 150942, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7916575642918935, + "FN": 5869, + "FP": 89501, + "IoU": 0.655159945473545, + "TN": 193728972, + "TP": 181193, + "n_pred": 270694, + "n_ref": 187062 + }, + "10": { + "Dice": 0.8519212485474571, + "FN": 10434, + "FP": 16199, + "IoU": 0.742040776793065, + "TN": 193902290, + "TP": 76612, + "n_pred": 92811, + "n_ref": 87046 + }, + "11": { + "Dice": 0.8002621661477962, + "FN": 670, + "FP": 549, + "IoU": 0.6670308658836384, + "TN": 194001874, + "TP": 2442, + "n_pred": 2991, + "n_ref": 3112 + }, + "12": { + "Dice": 0.7474643728334831, + "FN": 1039, + "FP": 928, + "IoU": 0.5967609676096761, + "TN": 194000657, + "TP": 2911, + "n_pred": 3839, + "n_ref": 3950 + }, + "13": { + "Dice": 0.7527576538237094, + "FN": 13989, + "FP": 20753, + "IoU": 0.6035376012781011, + "TN": 193917905, + "TP": 52888, + "n_pred": 73641, + "n_ref": 66877 + }, + "14": { + "Dice": 0.7584455246481562, + "FN": 1398, + "FP": 46059, + "IoU": 0.6108838071186691, + "TN": 193883574, + "TP": 74504, + "n_pred": 120563, + "n_ref": 75902 + }, + "15": { + "Dice": 0.2181839548312314, + "FN": 543, + "FP": 145820, + "IoU": 0.1224503255668941, + "TN": 193838749, + "TP": 20423, + "n_pred": 166243, + "n_ref": 20966 + }, + "2": { + "Dice": 0.91945951924758, + "FN": 10051, + "FP": 12522, + "IoU": 0.8509255651461818, + "TN": 193854114, + "TP": 128848, + "n_pred": 141370, + "n_ref": 138899 + }, + "3": { + "Dice": 0.9160120464166123, + "FN": 4070, + "FP": 19858, + "IoU": 0.8450389539740825, + "TN": 193851122, + "TP": 130485, + "n_pred": 150343, + "n_ref": 134555 + }, + "4": { + "Dice": 0.8891880558804706, + "FN": 884, + "FP": 4137, + "IoU": 0.8004847810538027, + "TN": 193980369, + "TP": 20145, + "n_pred": 24282, + "n_ref": 21029 + }, + "5": { + "Dice": 0.5953109862429762, + "FN": 11908, + "FP": 8978, + "IoU": 0.42380269256234826, + "TN": 193969287, + "TP": 15362, + "n_pred": 24340, + "n_ref": 27270 + }, + "6": { + "Dice": 0.9027985447406428, + "FN": 38744, + "FP": 251192, + "IoU": 0.822819310358314, + "TN": 192369149, + "TP": 1346450, + "n_pred": 1597642, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.7686308661151224, + "FN": 85432, + "FP": 56972, + "IoU": 0.6242083262962338, + "TN": 193626591, + "TP": 236540, + "n_pred": 293512, + "n_ref": 321972 + }, + "8": { + "Dice": 0.8743743489913511, + "FN": 17271, + "FP": 47133, + "IoU": 0.7767896442372676, + "TN": 193717000, + "TP": 224131, + "n_pred": 271264, + "n_ref": 241402 + }, + "9": { + "Dice": 0.8861861191698281, + "FN": 15026, + "FP": 6394, + "IoU": 0.7956321378481266, + "TN": 193900724, + "TP": 83391, + "n_pred": 89785, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.79050379938944, + "FN": 1424, + "FP": 58485, + "IoU": 0.6535810521689854, + "TN": 99482862, + "TP": 113029, + "n_pred": 171514, + "n_ref": 114453 + }, + "10": { + "Dice": 0.860261030978469, + "FN": 12133, + "FP": 7214, + "IoU": 0.7547877666383604, + "TN": 99576901, + "TP": 59552, + "n_pred": 66766, + "n_ref": 71685 + }, + "11": { + "Dice": 0.8300633866586176, + "FN": 892, + "FP": 234, + "IoU": 0.7094943240454077, + "TN": 99651924, + "TP": 2750, + "n_pred": 2984, + "n_ref": 3642 + }, + "12": { + "Dice": 0.6052067381316999, + "FN": 1592, + "FP": 986, + "IoU": 0.4339042599912165, + "TN": 99651246, + "TP": 1976, + "n_pred": 2962, + "n_ref": 3568 + }, + "13": { + "Dice": 0.6764425863068135, + "FN": 12748, + "FP": 18518, + "IoU": 0.5110791411906362, + "TN": 99591851, + "TP": 32683, + "n_pred": 51201, + "n_ref": 45431 + }, + "14": { + "Dice": 0.28260083923946433, + "FN": 25989, + "FP": 116937, + "IoU": 0.16455163464404918, + "TN": 99484723, + "TP": 28151, + "n_pred": 145088, + "n_ref": 54140 + }, + "15": { + "Dice": 0.2829406876726481, + "FN": 12750, + "FP": 114964, + "IoU": 0.1647821281660574, + "TN": 99502889, + "TP": 25197, + "n_pred": 140161, + "n_ref": 37947 + }, + "2": { + "Dice": 0.919736720615198, + "FN": 10160, + "FP": 8095, + "IoU": 0.8514005226012845, + "TN": 99532953, + "TP": 104592, + "n_pred": 112687, + "n_ref": 114752 + }, + "3": { + "Dice": 0.954162094623277, + "FN": 4679, + "FP": 6767, + "IoU": 0.9123422374708982, + "TN": 99525224, + "TP": 119130, + "n_pred": 125897, + "n_ref": 123809 + }, + "4": { + "Dice": 0.749364631948616, + "FN": 2689, + "FP": 8159, + "IoU": 0.5991871420653981, + "TN": 99628735, + "TP": 16217, + "n_pred": 24376, + "n_ref": 18906 + }, + "5": { + "Dice": 0.8539623641664458, + "FN": 522, + "FP": 1682, + "IoU": 0.7451433857539316, + "TN": 99647152, + "TP": 6444, + "n_pred": 8126, + "n_ref": 6966 + }, + "6": { + "Dice": 0.9427661932909939, + "FN": 80890, + "FP": 73700, + "IoU": 0.8917291400524441, + "TN": 98227992, + "TP": 1273218, + "n_pred": 1346918, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.678101270314385, + "FN": 14091, + "FP": 131057, + "IoU": 0.5129752038385398, + "TN": 99357770, + "TP": 152882, + "n_pred": 283939, + "n_ref": 166973 + }, + "8": { + "Dice": 0.965246603734664, + "FN": 2657, + "FP": 4419, + "IoU": 0.932827673935125, + "TN": 99550459, + "TP": 98265, + "n_pred": 102684, + "n_ref": 100922 + }, + "9": { + "Dice": 0.9401023431187718, + "FN": 8269, + "FP": 2851, + "IoU": 0.886974640443157, + "TN": 99557415, + "TP": 87265, + "n_pred": 90116, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8938931349386335, + "FN": 50783, + "FP": 43261, + "IoU": 0.8081435557214813, + "TN": 62593341, + "TP": 396135, + "n_pred": 439396, + "n_ref": 446918 + }, + "10": { + "Dice": 0.7002082686089728, + "FN": 9992, + "FP": 42116, + "IoU": 0.5387080496808633, + "TN": 62970559, + "TP": 60853, + "n_pred": 102969, + "n_ref": 70845 + }, + "11": { + "Dice": 0.7539237668161435, + "FN": 855, + "FP": 901, + "IoU": 0.605038236617184, + "TN": 63079074, + "TP": 2690, + "n_pred": 3591, + "n_ref": 3545 + }, + "12": { + "Dice": 0.6969173859432799, + "FN": 676, + "FP": 1782, + "IoU": 0.5348221044663134, + "TN": 63078236, + "TP": 2826, + "n_pred": 4608, + "n_ref": 3502 + }, + "13": { + "Dice": 0.5732445384390398, + "FN": 20176, + "FP": 17760, + "IoU": 0.4017819127966569, + "TN": 63020105, + "TP": 25479, + "n_pred": 43239, + "n_ref": 45655 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 4523, + "IoU": 0.0, + "TN": 63078997, + "TP": 0, + "n_pred": 4523, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 201, + "IoU": 0.0, + "TN": 63083319, + "TP": 0, + "n_pred": 201, + "n_ref": 0 + }, + "2": { + "Dice": 0.9776882615621025, + "FN": 2132, + "FP": 3429, + "IoU": 0.9563504211112943, + "TN": 62956119, + "TP": 121840, + "n_pred": 125269, + "n_ref": 123972 + }, + "3": { + "Dice": 0.9516815690363134, + "FN": 1623, + "FP": 11168, + "IoU": 0.9078172632732042, + "TN": 62944763, + "TP": 125966, + "n_pred": 137134, + "n_ref": 127589 + }, + "4": { + "Dice": 0.42839640620745983, + "FN": 11735, + "FP": 5061, + "IoU": 0.2725855348635773, + "TN": 63060430, + "TP": 6294, + "n_pred": 11355, + "n_ref": 18029 + }, + "5": { + "Dice": 0.5643023619855985, + "FN": 8843, + "FP": 3682, + "IoU": 0.3930509788718744, + "TN": 63062884, + "TP": 8111, + "n_pred": 11793, + "n_ref": 16954 + }, + "6": { + "Dice": 0.8791429565165844, + "FN": 180530, + "FP": 80429, + "IoU": 0.7843488709178926, + "TN": 61873422, + "TP": 949139, + "n_pred": 1029568, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.6766636994754347, + "FN": 11086, + "FP": 128033, + "IoU": 0.5113316238715796, + "TN": 62798830, + "TP": 145571, + "n_pred": 273604, + "n_ref": 156657 + }, + "8": { + "Dice": 0.8946908927460065, + "FN": 8453, + "FP": 15913, + "IoU": 0.8094485849019715, + "TN": 62955649, + "TP": 103505, + "n_pred": 119418, + "n_ref": 111958 + }, + "9": { + "Dice": 0.8785959127001345, + "FN": 2391, + "FP": 8801, + "IoU": 0.7834784290965371, + "TN": 63031830, + "TP": 40498, + "n_pred": 49299, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9151851897229811, + "FN": 13704, + "FP": 41676, + "IoU": 0.8436326468379235, + "TN": 109254652, + "TP": 298786, + "n_pred": 340462, + "n_ref": 312490 + }, + "10": { + "Dice": 0.5116331266557917, + "FN": 24101, + "FP": 97748, + "IoU": 0.3437547125099636, + "TN": 109423142, + "TP": 63827, + "n_pred": 161575, + "n_ref": 87928 + }, + "11": { + "Dice": 0.6952426950012074, + "FN": 1587, + "FP": 937, + "IoU": 0.5328521191930409, + "TN": 109603415, + "TP": 2879, + "n_pred": 3816, + "n_ref": 4466 + }, + "12": { + "Dice": 0.7829308452250274, + "FN": 1228, + "FP": 354, + "IoU": 0.6432919954904172, + "TN": 109604383, + "TP": 2853, + "n_pred": 3207, + "n_ref": 4081 + }, + "13": { + "Dice": 0.4911084292729026, + "FN": 42323, + "FP": 37374, + "IoU": 0.3254762892182171, + "TN": 109490665, + "TP": 38456, + "n_pred": 75830, + "n_ref": 80779 + }, + "14": { + "Dice": 0.596140536579408, + "FN": 23701, + "FP": 75499, + "IoU": 0.4246440274918076, + "TN": 109436403, + "TP": 73215, + "n_pred": 148714, + "n_ref": 96916 + }, + "15": { + "Dice": 0.7053351936748389, + "FN": 7997, + "FP": 71833, + "IoU": 0.5448013958739608, + "TN": 109433444, + "TP": 95544, + "n_pred": 167377, + "n_ref": 103541 + }, + "2": { + "Dice": 0.7306584473301847, + "FN": 85578, + "FP": 9147, + "IoU": 0.5756200494605929, + "TN": 109385610, + "TP": 128483, + "n_pred": 137630, + "n_ref": 214061 + }, + "3": { + "Dice": 0.8172952983741211, + "FN": 15837, + "FP": 86928, + "IoU": 0.6910391894532718, + "TN": 109276203, + "TP": 229850, + "n_pred": 316778, + "n_ref": 245687 + }, + "4": { + "Dice": 0.6012831457312082, + "FN": 16129, + "FP": 29176, + "IoU": 0.42988196209699747, + "TN": 109529352, + "TP": 34161, + "n_pred": 63337, + "n_ref": 50290 + }, + "5": { + "Dice": 0.7624657164695832, + "FN": 2073, + "FP": 3210, + "IoU": 0.616116843482052, + "TN": 109595056, + "TP": 8479, + "n_pred": 11689, + "n_ref": 10552 + }, + "6": { + "Dice": 0.7640761253125037, + "FN": 36823, + "FP": 712651, + "IoU": 0.6182226437738333, + "TN": 107645700, + "TP": 1213644, + "n_pred": 1926295, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.540304433699992, + "FN": 720746, + "FP": 91303, + "IoU": 0.3701487119465186, + "TN": 108319547, + "TP": 477222, + "n_pred": 568525, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.9520908701054507, + "FN": 2832, + "FP": 5882, + "IoU": 0.9085624344176285, + "TN": 109513518, + "TP": 86586, + "n_pred": 92468, + "n_ref": 89418 + }, + "9": { + "Dice": 0.6542573430121084, + "FN": 11353, + "FP": 34990, + "IoU": 0.48616824295107053, + "TN": 109518627, + "TP": 43848, + "n_pred": 78838, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6762585659616126, + "FN": 1786, + "FP": 52779, + "IoU": 0.5108690780332571, + "TN": 66955797, + "TP": 56990, + "n_pred": 109769, + "n_ref": 58776 + }, + "10": { + "Dice": 0.7102723724115915, + "FN": 29849, + "FP": 10083, + "IoU": 0.5507150170456463, + "TN": 66978473, + "TP": 48947, + "n_pred": 59030, + "n_ref": 78796 + }, + "11": { + "Dice": 0.5015033072760072, + "FN": 1875, + "FP": 612, + "IoU": 0.3346709470304976, + "TN": 67063614, + "TP": 1251, + "n_pred": 1863, + "n_ref": 3126 + }, + "12": { + "Dice": 0.6183777312181982, + "FN": 1245, + "FP": 1305, + "IoU": 0.4475736568457539, + "TN": 67062736, + "TP": 2066, + "n_pred": 3371, + "n_ref": 3311 + }, + "13": { + "Dice": 0.37782963201373243, + "FN": 24124, + "FP": 22270, + "IoU": 0.23291612241861082, + "TN": 67006871, + "TP": 14087, + "n_pred": 36357, + "n_ref": 38211 + }, + "14": { + "Dice": 0.798861372691054, + "FN": 4895, + "FP": 30647, + "IoU": 0.6650867389727015, + "TN": 66961229, + "TP": 70581, + "n_pred": 101228, + "n_ref": 75476 + }, + "15": { + "Dice": 0.21593536095904337, + "FN": 17024, + "FP": 87099, + "IoU": 0.12103561509695174, + "TN": 66948891, + "TP": 14338, + "n_pred": 101437, + "n_ref": 31362 + }, + "2": { + "Dice": 0.8926132925645992, + "FN": 21385, + "FP": 8608, + "IoU": 0.8060538261578055, + "TN": 66912706, + "TP": 124653, + "n_pred": 133261, + "n_ref": 146038 + }, + "3": { + "Dice": 0.9195573526282188, + "FN": 4814, + "FP": 22402, + "IoU": 0.8510931652550718, + "TN": 66884580, + "TP": 155556, + "n_pred": 177958, + "n_ref": 160370 + }, + "4": { + "Dice": 0.0, + "FN": 13039, + "FP": 6712, + "IoU": 0.0, + "TN": 67047601, + "TP": 0, + "n_pred": 6712, + "n_ref": 13039 + }, + "5": { + "Dice": 0.6756383712905452, + "FN": 4026, + "FP": 674, + "IoU": 0.5101615424700364, + "TN": 67057757, + "TP": 4895, + "n_pred": 5569, + "n_ref": 8921 + }, + "6": { + "Dice": 0.8909821436553724, + "FN": 133087, + "FP": 98602, + "IoU": 0.8033974733212046, + "TN": 65888888, + "TP": 946775, + "n_pred": 1045377, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.627750217672509, + "FN": 188308, + "FP": 5365, + "IoU": 0.457460606485048, + "TN": 66710377, + "TP": 163302, + "n_pred": 168667, + "n_ref": 351610 + }, + "8": { + "Dice": 0.9086862967157417, + "FN": 5477, + "FP": 10649, + "IoU": 0.8326536118634745, + "TN": 66970989, + "TP": 80237, + "n_pred": 90886, + "n_ref": 85714 + }, + "9": { + "Dice": 0.9149472161015556, + "FN": 7792, + "FP": 5139, + "IoU": 0.8432283015894184, + "TN": 66984869, + "TP": 69552, + "n_pred": 74691, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8018294145553595, + "FN": 29793, + "FP": 44561, + "IoU": 0.6692113996921407, + "TN": 74294502, + "TP": 150424, + "n_pred": 194985, + "n_ref": 180217 + }, + "10": { + "Dice": 0.6351829056591863, + "FN": 15900, + "FP": 30334, + "IoU": 0.46539782384977396, + "TN": 74432797, + "TP": 40249, + "n_pred": 70583, + "n_ref": 56149 + }, + "11": { + "Dice": 0.6916184971098266, + "FN": 994, + "FP": 1140, + "IoU": 0.5286061409321847, + "TN": 74514753, + "TP": 2393, + "n_pred": 3533, + "n_ref": 3387 + }, + "12": { + "Dice": 0.5838079739625712, + "FN": 766, + "FP": 1280, + "IoU": 0.412237862683137, + "TN": 74515799, + "TP": 1435, + "n_pred": 2715, + "n_ref": 2201 + }, + "13": { + "Dice": 0.45064330687106485, + "FN": 18197, + "FP": 42007, + "IoU": 0.2908583342167568, + "TN": 74434383, + "TP": 24693, + "n_pred": 66700, + "n_ref": 42890 + }, + "14": { + "Dice": 0.4254260790456416, + "FN": 2932, + "FP": 75383, + "IoU": 0.27018488835874305, + "TN": 74411972, + "TP": 28993, + "n_pred": 104376, + "n_ref": 31925 + }, + "15": { + "Dice": 0.42476625959590325, + "FN": 7507, + "FP": 54387, + "IoU": 0.26965284497203407, + "TN": 74434534, + "TP": 22852, + "n_pred": 77239, + "n_ref": 30359 + }, + "2": { + "Dice": 0.8773215859030837, + "FN": 3991, + "FP": 34300, + "IoU": 0.7814540431943747, + "TN": 74344072, + "TP": 136917, + "n_pred": 171217, + "n_ref": 140908 + }, + "3": { + "Dice": 0.8867778751155887, + "FN": 9876, + "FP": 27346, + "IoU": 0.7965866427669726, + "TN": 74336293, + "TP": 145765, + "n_pred": 173111, + "n_ref": 155641 + }, + "4": { + "Dice": 0.6200802527106634, + "FN": 6015, + "FP": 2885, + "IoU": 0.4493596485800903, + "TN": 74503117, + "TP": 7263, + "n_pred": 10148, + "n_ref": 13278 + }, + "5": { + "Dice": 0.5940635019133312, + "FN": 4410, + "FP": 3440, + "IoU": 0.42253935559805794, + "TN": 74505686, + "TP": 5744, + "n_pred": 9184, + "n_ref": 10154 + }, + "6": { + "Dice": 0.9074428603946244, + "FN": 144853, + "FP": 153202, + "IoU": 0.8305678737520188, + "TN": 72760139, + "TP": 1461086, + "n_pred": 1614288, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.765043250451386, + "FN": 37533, + "FP": 42107, + "IoU": 0.6194899139026651, + "TN": 74309982, + "TP": 129658, + "n_pred": 171765, + "n_ref": 167191 + }, + "8": { + "Dice": 0.960172460253301, + "FN": 2023, + "FP": 3150, + "IoU": 0.9233958743650876, + "TN": 74451751, + "TP": 62356, + "n_pred": 65506, + "n_ref": 64379 + }, + "9": { + "Dice": 0.9115691170754823, + "FN": 7253, + "FP": 9356, + "IoU": 0.8375075821316063, + "TN": 74417066, + "TP": 85605, + "n_pred": 94961, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8849233696812107, + "FN": 11344, + "FP": 59289, + "IoU": 0.7935987048963801, + "TN": 65708968, + "TP": 271579, + "n_pred": 330868, + "n_ref": 282923 + }, + "10": { + "Dice": 0.5630947399678756, + "FN": 41815, + "FP": 22923, + "IoU": 0.3918802134215075, + "TN": 65944724, + "TP": 41718, + "n_pred": 64641, + "n_ref": 83533 + }, + "11": { + "Dice": 0.6594853381208857, + "FN": 1433, + "FP": 843, + "IoU": 0.4919642857142857, + "TN": 66046700, + "TP": 2204, + "n_pred": 3047, + "n_ref": 3637 + }, + "12": { + "Dice": 0.501184668989547, + "FN": 1228, + "FP": 2351, + "IoU": 0.33438720476101913, + "TN": 66045803, + "TP": 1798, + "n_pred": 4149, + "n_ref": 3026 + }, + "13": { + "Dice": 0.7484544580299491, + "FN": 9490, + "FP": 16144, + "IoU": 0.5980241492864984, + "TN": 65987410, + "TP": 38136, + "n_pred": 54280, + "n_ref": 47626 + }, + "14": { + "Dice": 0.7314831832383752, + "FN": 959, + "FP": 41410, + "IoU": 0.5766444508838018, + "TN": 65951101, + "TP": 57710, + "n_pred": 99120, + "n_ref": 58669 + }, + "15": { + "Dice": 0.664781576520043, + "FN": 2614, + "FP": 19555, + "IoU": 0.4978822676723064, + "TN": 66007029, + "TP": 21982, + "n_pred": 41537, + "n_ref": 24596 + }, + "2": { + "Dice": 0.7469588723691832, + "FN": 51105, + "FP": 11799, + "IoU": 0.5961168040681101, + "TN": 65895432, + "TP": 92844, + "n_pred": 104643, + "n_ref": 143949 + }, + "3": { + "Dice": 0.8132751405388638, + "FN": 7382, + "FP": 61242, + "IoU": 0.6853106126959816, + "TN": 65833111, + "TP": 149445, + "n_pred": 210687, + "n_ref": 156827 + }, + "4": { + "Dice": 0.9044461065403474, + "FN": 2320, + "FP": 3429, + "IoU": 0.8255605789361896, + "TN": 66018223, + "TP": 27208, + "n_pred": 30637, + "n_ref": 29528 + }, + "5": { + "Dice": 0.89122610199598, + "FN": 446, + "FP": 1881, + "IoU": 0.8037942664418213, + "TN": 66039320, + "TP": 9533, + "n_pred": 11414, + "n_ref": 9979 + }, + "6": { + "Dice": 0.7887276885900594, + "FN": 43792, + "FP": 481053, + "IoU": 0.6511563759531228, + "TN": 64546652, + "TP": 979683, + "n_pred": 1460736, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.5434551383672185, + "FN": 588983, + "FP": 62160, + "IoU": 0.37311252998964084, + "TN": 65012488, + "TP": 387549, + "n_pred": 449709, + "n_ref": 976532 + }, + "8": { + "Dice": 0.925781571007619, + "FN": 2439, + "FP": 10205, + "IoU": 0.8618187381834476, + "TN": 65959677, + "TP": 78859, + "n_pred": 89064, + "n_ref": 81298 + }, + "9": { + "Dice": 0.8312060157627451, + "FN": 14927, + "FP": 7475, + "IoU": 0.7111655492521919, + "TN": 65973620, + "TP": 55158, + "n_pred": 62633, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9431313143958837, + "FN": 2977, + "FP": 15193, + "IoU": 0.8923826840954993, + "TN": 113303701, + "TP": 150669, + "n_pred": 165862, + "n_ref": 153646 + }, + "10": { + "Dice": 0.7373984985445075, + "FN": 8371, + "FP": 43049, + "IoU": 0.584031064191239, + "TN": 113348925, + "TP": 72195, + "n_pred": 115244, + "n_ref": 80566 + }, + "11": { + "Dice": 0.6916115558649495, + "FN": 1243, + "FP": 529, + "IoU": 0.5285980313913274, + "TN": 113468781, + "TP": 1987, + "n_pred": 2516, + "n_ref": 3230 + }, + "12": { + "Dice": 0.8304824820101451, + "FN": 563, + "FP": 874, + "IoU": 0.7101069195077668, + "TN": 113467583, + "TP": 3520, + "n_pred": 4394, + "n_ref": 4083 + }, + "13": { + "Dice": 0.5653987480738513, + "FN": 26791, + "FP": 50206, + "IoU": 0.39411561039328935, + "TN": 113345458, + "TP": 50085, + "n_pred": 100291, + "n_ref": 76876 + }, + "14": { + "Dice": 0.8010643614204415, + "FN": 48796, + "FP": 57890, + "IoU": 0.6681462587679052, + "TN": 113151055, + "TP": 214799, + "n_pred": 272689, + "n_ref": 263595 + }, + "15": { + "Dice": 0.17129853910461823, + "FN": 2612, + "FP": 183845, + "IoU": 0.09367222740706176, + "TN": 113266812, + "TP": 19271, + "n_pred": 203116, + "n_ref": 21883 + }, + "2": { + "Dice": 0.9044507654350795, + "FN": 7213, + "FP": 18115, + "IoU": 0.8255683422518818, + "TN": 113327337, + "TP": 119875, + "n_pred": 137990, + "n_ref": 127088 + }, + "3": { + "Dice": 0.7945404091321367, + "FN": 2478, + "FP": 58457, + "IoU": 0.6591182443205021, + "TN": 113293783, + "TP": 117822, + "n_pred": 176279, + "n_ref": 120300 + }, + "4": { + "Dice": 0.6831035822874517, + "FN": 1211, + "FP": 26513, + "IoU": 0.5187223331308046, + "TN": 113414935, + "TP": 29881, + "n_pred": 56394, + "n_ref": 31092 + }, + "5": { + "Dice": 0.6733319549871518, + "FN": 10029, + "FP": 12091, + "IoU": 0.5075361221809115, + "TN": 113427623, + "TP": 22797, + "n_pred": 34888, + "n_ref": 32826 + }, + "6": { + "Dice": 0.9544987923897954, + "FN": 56229, + "FP": 47444, + "IoU": 0.9129580965014651, + "TN": 112281470, + "TP": 1087397, + "n_pred": 1134841, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.708329720094426, + "FN": 34239, + "FP": 117116, + "IoU": 0.5483827654114698, + "TN": 113137400, + "TP": 183785, + "n_pred": 300901, + "n_ref": 218024 + }, + "8": { + "Dice": 0.8863755517218201, + "FN": 16766, + "FP": 33948, + "IoU": 0.7959375829906407, + "TN": 113224018, + "TP": 197808, + "n_pred": 231756, + "n_ref": 214574 + }, + "9": { + "Dice": 0.9120939747389184, + "FN": 12831, + "FP": 5174, + "IoU": 0.8383940832757398, + "TN": 113361127, + "TP": 93408, + "n_pred": 98582, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.668378110737966, + "FN": 2998, + "FP": 120238, + "IoU": 0.5019278491346908, + "TN": 74949302, + "TP": 124190, + "n_pred": 244428, + "n_ref": 127188 + }, + "10": { + "Dice": 0.6617011430018425, + "FN": 24275, + "FP": 53211, + "IoU": 0.49443451254681403, + "TN": 75043462, + "TP": 75780, + "n_pred": 128991, + "n_ref": 100055 + }, + "11": { + "Dice": 0.7213986013986013, + "FN": 965, + "FP": 1027, + "IoU": 0.564209144607307, + "TN": 75192157, + "TP": 2579, + "n_pred": 3606, + "n_ref": 3544 + }, + "12": { + "Dice": 0.5296556697313863, + "FN": 1637, + "FP": 972, + "IoU": 0.3602256007846984, + "TN": 75192650, + "TP": 1469, + "n_pred": 2441, + "n_ref": 3106 + }, + "13": { + "Dice": 0.5588300269517961, + "FN": 17316, + "FP": 42594, + "IoU": 0.38776135875896744, + "TN": 75098874, + "TP": 37944, + "n_pred": 80538, + "n_ref": 55260 + }, + "14": { + "Dice": 0.8605839219280746, + "FN": 5366, + "FP": 36006, + "IoU": 0.755285043356875, + "TN": 75027666, + "TP": 127690, + "n_pred": 163696, + "n_ref": 133056 + }, + "15": { + "Dice": 0.49589428610180003, + "FN": 9828, + "FP": 120259, + "IoU": 0.3296937718669971, + "TN": 75002657, + "TP": 63984, + "n_pred": 184243, + "n_ref": 73812 + }, + "2": { + "Dice": 0.9004889348064989, + "FN": 9471, + "FP": 20773, + "IoU": 0.8189903342610049, + "TN": 75029643, + "TP": 136841, + "n_pred": 157614, + "n_ref": 146312 + }, + "3": { + "Dice": 0.88435160462803, + "FN": 3933, + "FP": 33620, + "IoU": 0.7926794931956828, + "TN": 75015593, + "TP": 143582, + "n_pred": 177202, + "n_ref": 147515 + }, + "4": { + "Dice": 0.8646241208454729, + "FN": 1667, + "FP": 5628, + "IoU": 0.7615311692981596, + "TN": 75166137, + "TP": 23296, + "n_pred": 28924, + "n_ref": 24963 + }, + "5": { + "Dice": 0.8419520222798911, + "FN": 1050, + "FP": 1447, + "IoU": 0.7270441626585046, + "TN": 75187580, + "TP": 6651, + "n_pred": 8098, + "n_ref": 7701 + }, + "6": { + "Dice": 0.8978367179128112, + "FN": 35793, + "FP": 242019, + "IoU": 0.8146131634983881, + "TN": 73698175, + "TP": 1220741, + "n_pred": 1462760, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.7395090847152623, + "FN": 9626, + "FP": 90545, + "IoU": 0.586683391167648, + "TN": 74954369, + "TP": 142188, + "n_pred": 232733, + "n_ref": 151814 + }, + "8": { + "Dice": 0.9390756819243918, + "FN": 8379, + "FP": 1529, + "IoU": 0.885148606667594, + "TN": 75110460, + "TP": 76360, + "n_pred": 77889, + "n_ref": 84739 + }, + "9": { + "Dice": 0.8312874333089076, + "FN": 8599, + "FP": 19260, + "IoU": 0.7112847564072006, + "TN": 75100235, + "TP": 68634, + "n_pred": 87894, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9734327310427229, + "FN": 6468, + "FP": 4961, + "IoU": 0.9482405688148182, + "TN": 86707062, + "TP": 209381, + "n_pred": 214342, + "n_ref": 215849 + }, + "10": { + "Dice": 0.6525196507550931, + "FN": 11880, + "FP": 48772, + "IoU": 0.4842517006802721, + "TN": 86810272, + "TP": 56948, + "n_pred": 105720, + "n_ref": 68828 + }, + "11": { + "Dice": 0.7137334689725331, + "FN": 836, + "FP": 571, + "IoU": 0.554887693767795, + "TN": 86924711, + "TP": 1754, + "n_pred": 2325, + "n_ref": 2590 + }, + "12": { + "Dice": 0.6747841890049977, + "FN": 1202, + "FP": 2377, + "IoU": 0.5091881513987931, + "TN": 86920580, + "TP": 3713, + "n_pred": 6090, + "n_ref": 4915 + }, + "13": { + "Dice": 0.5483873201881055, + "FN": 15771, + "FP": 49436, + "IoU": 0.3777779898279531, + "TN": 86823075, + "TP": 39590, + "n_pred": 89026, + "n_ref": 55361 + }, + "14": { + "Dice": 0.7721834019335695, + "FN": 10675, + "FP": 32165, + "IoU": 0.6289077726670305, + "TN": 86812429, + "TP": 72603, + "n_pred": 104768, + "n_ref": 83278 + }, + "15": { + "Dice": 0.7939721181083856, + "FN": 34282, + "FP": 32340, + "IoU": 0.6583364531034447, + "TN": 86732879, + "TP": 128371, + "n_pred": 160711, + "n_ref": 162653 + }, + "2": { + "Dice": 0.8607655344918378, + "FN": 19605, + "FP": 14239, + "IoU": 0.7555648644354245, + "TN": 86789414, + "TP": 104614, + "n_pred": 118853, + "n_ref": 124219 + }, + "3": { + "Dice": 0.858939188006037, + "FN": 15836, + "FP": 34915, + "IoU": 0.7527549618543743, + "TN": 86722606, + "TP": 154515, + "n_pred": 189430, + "n_ref": 170351 + }, + "4": { + "Dice": 0.38551128448035665, + "FN": 2686, + "FP": 41422, + "IoU": 0.23878227253900317, + "TN": 86869928, + "TP": 13836, + "n_pred": 55258, + "n_ref": 16522 + }, + "5": { + "Dice": 0.8527721570214488, + "FN": 205, + "FP": 1614, + "IoU": 0.7433328629885706, + "TN": 86920785, + "TP": 5268, + "n_pred": 6882, + "n_ref": 5473 + }, + "6": { + "Dice": 0.8033186655552755, + "FN": 34697, + "FP": 523344, + "IoU": 0.6712887068870559, + "TN": 85230209, + "TP": 1139622, + "n_pred": 1662966, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.5229792193549597, + "FN": 646953, + "FP": 39426, + "IoU": 0.35407708964430806, + "TN": 85865239, + "TP": 376254, + "n_pred": 415680, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.8853842774825368, + "FN": 2991, + "FP": 10316, + "IoU": 0.7943403808110782, + "TN": 86863168, + "TP": 51397, + "n_pred": 61713, + "n_ref": 54388 + }, + "9": { + "Dice": 0.8556001377807982, + "FN": 4807, + "FP": 10704, + "IoU": 0.7476408954835351, + "TN": 86866408, + "TP": 45953, + "n_pred": 56657, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3061094742807735, + "FN": 4203, + "FP": 377799, + "IoU": 0.180713847579258, + "TN": 37283338, + "TP": 84260, + "n_pred": 462059, + "n_ref": 88463 + }, + "10": { + "Dice": 0.4512680479229955, + "FN": 26192, + "FP": 54189, + "IoU": 0.2913790519513722, + "TN": 37636167, + "TP": 33052, + "n_pred": 87241, + "n_ref": 59244 + }, + "11": { + "Dice": 0.7972101133391456, + "FN": 302, + "FP": 861, + "IoU": 0.6628008118295158, + "TN": 37746151, + "TP": 2286, + "n_pred": 3147, + "n_ref": 2588 + }, + "12": { + "Dice": 0.6719150494324423, + "FN": 1082, + "FP": 710, + "IoU": 0.5059277639922801, + "TN": 37745973, + "TP": 1835, + "n_pred": 2545, + "n_ref": 2917 + }, + "13": { + "Dice": 0.7283569493181717, + "FN": 12090, + "FP": 12372, + "IoU": 0.5727683951307264, + "TN": 37692343, + "TP": 32795, + "n_pred": 45167, + "n_ref": 44885 + }, + "14": { + "Dice": 0.3672450396015351, + "FN": 10321, + "FP": 299653, + "IoU": 0.22492354854760993, + "TN": 37349673, + "TP": 89953, + "n_pred": 389606, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 96796, + "IoU": 0.0, + "TN": 37652804, + "TP": 0, + "n_pred": 96796, + "n_ref": 0 + }, + "2": { + "Dice": 0.6358394068026882, + "FN": 47581, + "FP": 12728, + "IoU": 0.46610304532577906, + "TN": 37636640, + "TP": 52651, + "n_pred": 65379, + "n_ref": 100232 + }, + "3": { + "Dice": 0.5755699936904214, + "FN": 4319, + "FP": 120126, + "IoU": 0.4040703938704657, + "TN": 37540775, + "TP": 84380, + "n_pred": 204506, + "n_ref": 88699 + }, + "4": { + "Dice": 0.0, + "FN": 11694, + "FP": 2069, + "IoU": 0.0, + "TN": 37735837, + "TP": 0, + "n_pred": 2069, + "n_ref": 11694 + }, + "5": { + "Dice": 0.7975654174254768, + "FN": 1728, + "FP": 2496, + "IoU": 0.6632921482662415, + "TN": 37737055, + "TP": 8321, + "n_pred": 10817, + "n_ref": 10049 + }, + "6": { + "Dice": 0.6979840256292844, + "FN": 329438, + "FP": 28042, + "IoU": 0.5360794639763394, + "TN": 36979037, + "TP": 413083, + "n_pred": 441125, + "n_ref": 742521 + }, + "7": { + "Dice": 0.7640127175236286, + "FN": 54403, + "FP": 125294, + "IoU": 0.6181396268033482, + "TN": 37279017, + "TP": 290886, + "n_pred": 416180, + "n_ref": 345289 + }, + "8": { + "Dice": 0.9446608521608046, + "FN": 3514, + "FP": 5223, + "IoU": 0.8951253766099702, + "TN": 37666291, + "TP": 74572, + "n_pred": 79795, + "n_ref": 78086 + }, + "9": { + "Dice": 0.9011603402747315, + "FN": 2387, + "FP": 9104, + "IoU": 0.8201017612524462, + "TN": 37685725, + "TP": 52384, + "n_pred": 61488, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8024018180018407, + "FN": 7532, + "FP": 86289, + "IoU": 0.6700092151635164, + "TN": 75622374, + "TP": 190493, + "n_pred": 276782, + "n_ref": 198025 + }, + "10": { + "Dice": 0.7701692469020263, + "FN": 11655, + "FP": 49494, + "IoU": 0.6262400293389566, + "TN": 75743083, + "TP": 102456, + "n_pred": 151950, + "n_ref": 114111 + }, + "11": { + "Dice": 0.7523525361487262, + "FN": 1064, + "FP": 1094, + "IoU": 0.6030169242089772, + "TN": 75901252, + "TP": 3278, + "n_pred": 4372, + "n_ref": 4342 + }, + "12": { + "Dice": 0.7702011963023382, + "FN": 1043, + "FP": 1070, + "IoU": 0.6262822780332508, + "TN": 75901034, + "TP": 3541, + "n_pred": 4611, + "n_ref": 4584 + }, + "13": { + "Dice": 0.7449206294390534, + "FN": 9145, + "FP": 13014, + "IoU": 0.5935247179675319, + "TN": 75852173, + "TP": 32356, + "n_pred": 45370, + "n_ref": 41501 + }, + "14": { + "Dice": 0.8570481419961419, + "FN": 2169, + "FP": 38366, + "IoU": 0.7498549794502796, + "TN": 75744642, + "TP": 121511, + "n_pred": 159877, + "n_ref": 123680 + }, + "15": { + "Dice": 0.7642261179338146, + "FN": 52761, + "FP": 30234, + "IoU": 0.6184190562888787, + "TN": 75689185, + "TP": 134508, + "n_pred": 164742, + "n_ref": 187269 + }, + "2": { + "Dice": 0.8787111811887297, + "FN": 32491, + "FP": 11740, + "IoU": 0.783661770675901, + "TN": 75702235, + "TP": 160222, + "n_pred": 171962, + "n_ref": 192713 + }, + "3": { + "Dice": 0.9096103925611619, + "FN": 11032, + "FP": 36707, + "IoU": 0.8342067700899136, + "TN": 75618745, + "TP": 240204, + "n_pred": 276911, + "n_ref": 251236 + }, + "4": { + "Dice": 0.8049521898241058, + "FN": 2902, + "FP": 10316, + "IoU": 0.6735732101844764, + "TN": 75866195, + "TP": 27275, + "n_pred": 37591, + "n_ref": 30177 + }, + "5": { + "Dice": 0.8748247352898516, + "FN": 582, + "FP": 2007, + "IoU": 0.7775008594018563, + "TN": 75895052, + "TP": 9047, + "n_pred": 11054, + "n_ref": 9629 + }, + "6": { + "Dice": 0.9458315871222122, + "FN": 78619, + "FP": 107892, + "IoU": 0.8972300588481629, + "TN": 74091848, + "TP": 1628329, + "n_pred": 1736221, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.8476261258327619, + "FN": 52479, + "FP": 27069, + "IoU": 0.735547850254153, + "TN": 75605885, + "TP": 221255, + "n_pred": 248324, + "n_ref": 273734 + }, + "8": { + "Dice": 0.9538707467458324, + "FN": 4030, + "FP": 4454, + "IoU": 0.9118096485483519, + "TN": 75810487, + "TP": 87717, + "n_pred": 92171, + "n_ref": 91747 + }, + "9": { + "Dice": 0.8924273639216743, + "FN": 8221, + "FP": 8540, + "IoU": 0.8057506432097907, + "TN": 75820402, + "TP": 69525, + "n_pred": 78065, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8190237052655523, + "FN": 1434, + "FP": 39937, + "IoU": 0.6935140941586102, + "TN": 61252765, + "TP": 93614, + "n_pred": 133551, + "n_ref": 95048 + }, + "10": { + "Dice": 0.7297536581047074, + "FN": 10052, + "FP": 40313, + "IoU": 0.5744977442846764, + "TN": 61269384, + "TP": 68001, + "n_pred": 108314, + "n_ref": 78053 + }, + "11": { + "Dice": 0.8555997725980671, + "FN": 332, + "FP": 684, + "IoU": 0.7476403378042722, + "TN": 61383724, + "TP": 3010, + "n_pred": 3694, + "n_ref": 3342 + }, + "12": { + "Dice": 0.7927250864271758, + "FN": 732, + "FP": 647, + "IoU": 0.6566235059760956, + "TN": 61383734, + "TP": 2637, + "n_pred": 3284, + "n_ref": 3369 + }, + "13": { + "Dice": 0.6075486850030114, + "FN": 9193, + "FP": 29903, + "IoU": 0.43631592606476544, + "TN": 61318392, + "TP": 30262, + "n_pred": 60165, + "n_ref": 39455 + }, + "14": { + "Dice": 0.6082161928602627, + "FN": 1709, + "FP": 81710, + "IoU": 0.4370047917932105, + "TN": 61239580, + "TP": 64751, + "n_pred": 146461, + "n_ref": 66460 + }, + "15": { + "Dice": 0.5105246446648363, + "FN": 1730, + "FP": 76891, + "IoU": 0.34275467723328484, + "TN": 61268128, + "TP": 41001, + "n_pred": 117892, + "n_ref": 42731 + }, + "2": { + "Dice": 0.9148121724833503, + "FN": 6860, + "FP": 16663, + "IoU": 0.8429989254273261, + "TN": 61237923, + "TP": 126304, + "n_pred": 142967, + "n_ref": 133164 + }, + "3": { + "Dice": 0.8895251278761585, + "FN": 1888, + "FP": 30833, + "IoU": 0.8010312976959982, + "TN": 61223297, + "TP": 131732, + "n_pred": 162565, + "n_ref": 133620 + }, + "4": { + "Dice": 0.5995566827086287, + "FN": 3964, + "FP": 16089, + "IoU": 0.42811920718665336, + "TN": 61352685, + "TP": 15012, + "n_pred": 31101, + "n_ref": 18976 + }, + "5": { + "Dice": 0.6208557844690966, + "FN": 13004, + "FP": 4939, + "IoU": 0.45017466446037874, + "TN": 61355116, + "TP": 14691, + "n_pred": 19630, + "n_ref": 27695 + }, + "6": { + "Dice": 0.9519859349376606, + "FN": 36547, + "FP": 60102, + "IoU": 0.9083713345784469, + "TN": 60332960, + "TP": 958141, + "n_pred": 1018243, + "n_ref": 994688 + }, + "7": { + "Dice": 0.6813674610179464, + "FN": 35387, + "FP": 99992, + "IoU": 0.5167227721711938, + "TN": 61107623, + "TP": 144748, + "n_pred": 244740, + "n_ref": 180135 + }, + "8": { + "Dice": 0.873877929299616, + "FN": 15299, + "FP": 51383, + "IoU": 0.7760063957863055, + "TN": 61090054, + "TP": 231014, + "n_pred": 282397, + "n_ref": 246313 + }, + "9": { + "Dice": 0.862902984225126, + "FN": 7703, + "FP": 15180, + "IoU": 0.7588648745481944, + "TN": 61292853, + "TP": 72014, + "n_pred": 87194, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.894903015472945, + "FN": 2837, + "FP": 40070, + "IoU": 0.809795907511171, + "TN": 39523216, + "TP": 182677, + "n_pred": 222747, + "n_ref": 185514 + }, + "10": { + "Dice": 0.47103201724409866, + "FN": 15994, + "FP": 64498, + "IoU": 0.3080718645233388, + "TN": 39632470, + "TP": 35838, + "n_pred": 100336, + "n_ref": 51832 + }, + "11": { + "Dice": 0.8393850179914949, + "FN": 465, + "FP": 517, + "IoU": 0.7232243517474634, + "TN": 39745252, + "TP": 2566, + "n_pred": 3083, + "n_ref": 3031 + }, + "12": { + "Dice": 0.8101536406145624, + "FN": 428, + "FP": 993, + "IoU": 0.6808892881203683, + "TN": 39744347, + "TP": 3032, + "n_pred": 4025, + "n_ref": 3460 + }, + "13": { + "Dice": 0.6604265115715497, + "FN": 11108, + "FP": 22522, + "IoU": 0.49301252770114423, + "TN": 39682467, + "TP": 32703, + "n_pred": 55225, + "n_ref": 43811 + }, + "14": { + "Dice": 0.3113116649537513, + "FN": 13947, + "FP": 71825, + "IoU": 0.18435116681564884, + "TN": 39643642, + "TP": 19386, + "n_pred": 91211, + "n_ref": 33333 + }, + "15": { + "Dice": 0.6882049457391923, + "FN": 3361, + "FP": 40454, + "IoU": 0.5246284040360204, + "TN": 39656630, + "TP": 48355, + "n_pred": 88809, + "n_ref": 51716 + }, + "2": { + "Dice": 0.89218643907554, + "FN": 14042, + "FP": 11046, + "IoU": 0.8053579325487031, + "TN": 39619907, + "TP": 103805, + "n_pred": 114851, + "n_ref": 117847 + }, + "3": { + "Dice": 0.9006397908640617, + "FN": 3358, + "FP": 25528, + "IoU": 0.8192399391751094, + "TN": 39588997, + "TP": 130917, + "n_pred": 156445, + "n_ref": 134275 + }, + "4": { + "Dice": 0.6887919590366015, + "FN": 1981, + "FP": 17711, + "IoU": 0.5253109632629448, + "TN": 39707316, + "TP": 21792, + "n_pred": 39503, + "n_ref": 23773 + }, + "5": { + "Dice": 0.8108515448379804, + "FN": 606, + "FP": 2155, + "IoU": 0.6818757921419518, + "TN": 39740121, + "TP": 5918, + "n_pred": 8073, + "n_ref": 6524 + }, + "6": { + "Dice": 0.8942242608120914, + "FN": 29617, + "FP": 182911, + "IoU": 0.8086850064813481, + "TN": 38637920, + "TP": 898352, + "n_pred": 1081263, + "n_ref": 927969 + }, + "7": { + "Dice": 0.7269227367117506, + "FN": 300635, + "FP": 23520, + "IoU": 0.5709965590259396, + "TN": 38993200, + "TP": 431445, + "n_pred": 454965, + "n_ref": 732080 + }, + "8": { + "Dice": 0.9511880749741722, + "FN": 1197, + "FP": 3764, + "IoU": 0.9069195842245488, + "TN": 39695502, + "TP": 48337, + "n_pred": 52101, + "n_ref": 49534 + }, + "9": { + "Dice": 0.9034885780060209, + "FN": 813, + "FP": 7907, + "IoU": 0.8239664082687338, + "TN": 39699264, + "TP": 40816, + "n_pred": 48723, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5150793697680052, + "FN": 9768, + "FP": 154398, + "IoU": 0.3468733340229318, + "TN": 101145254, + "TP": 87188, + "n_pred": 241586, + "n_ref": 96956 + }, + "10": { + "Dice": 0.5890898719679853, + "FN": 16296, + "FP": 75911, + "IoU": 0.41752473120996575, + "TN": 101238306, + "TP": 66095, + "n_pred": 142006, + "n_ref": 82391 + }, + "11": { + "Dice": 0.7489982533648413, + "FN": 1884, + "FP": 559, + "IoU": 0.598718791064389, + "TN": 101390520, + "TP": 3645, + "n_pred": 4204, + "n_ref": 5529 + }, + "12": { + "Dice": 0.7600684746373547, + "FN": 1007, + "FP": 1656, + "IoU": 0.6129922976311583, + "TN": 101389727, + "TP": 4218, + "n_pred": 5874, + "n_ref": 5225 + }, + "13": { + "Dice": 0.8097707573619688, + "FN": 5755, + "FP": 15007, + "IoU": 0.6803485650942235, + "TN": 101331656, + "TP": 44190, + "n_pred": 59197, + "n_ref": 49945 + }, + "14": { + "Dice": 0.9175047660205301, + "FN": 7837, + "FP": 22324, + "IoU": 0.8475831922581297, + "TN": 101198723, + "TP": 167724, + "n_pred": 190048, + "n_ref": 175561 + }, + "15": { + "Dice": 0.43199562428872634, + "FN": 2390, + "FP": 61995, + "IoU": 0.27550664461173185, + "TN": 101307739, + "TP": 24484, + "n_pred": 86479, + "n_ref": 26874 + }, + "2": { + "Dice": 0.8299175017927842, + "FN": 44020, + "FP": 12428, + "IoU": 0.7092811857833721, + "TN": 101202441, + "TP": 137719, + "n_pred": 150147, + "n_ref": 181739 + }, + "3": { + "Dice": 0.8444264606201498, + "FN": 3356, + "FP": 57007, + "IoU": 0.7307422953569183, + "TN": 101172425, + "TP": 163820, + "n_pred": 220827, + "n_ref": 167176 + }, + "4": { + "Dice": 0.5295160107553165, + "FN": 1481, + "FP": 13917, + "IoU": 0.3600964135810165, + "TN": 101372545, + "TP": 8665, + "n_pred": 22582, + "n_ref": 10146 + }, + "5": { + "Dice": 0.7659789428905669, + "FN": 9706, + "FP": 7898, + "IoU": 0.6207178868444866, + "TN": 101350194, + "TP": 28810, + "n_pred": 36708, + "n_ref": 38516 + }, + "6": { + "Dice": 0.9184717283435386, + "FN": 86403, + "FP": 223232, + "IoU": 0.8492350615456529, + "TN": 99342848, + "TP": 1744125, + "n_pred": 1967357, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.6105001301778972, + "FN": 139772, + "FP": 270140, + "IoU": 0.4393668135111515, + "TN": 100665449, + "TP": 321247, + "n_pred": 591387, + "n_ref": 461019 + }, + "8": { + "Dice": 0.8891792325894307, + "FN": 16163, + "FP": 43550, + "IoU": 0.8004704797356225, + "TN": 101097339, + "TP": 239556, + "n_pred": 283106, + "n_ref": 255719 + }, + "9": { + "Dice": 0.8855066048753953, + "FN": 3597, + "FP": 17872, + "IoU": 0.7945373285737528, + "TN": 101292117, + "TP": 83022, + "n_pred": 100894, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8078747067320888, + "FN": 15383, + "FP": 80510, + "IoU": 0.6776760054452866, + "TN": 73585999, + "TP": 201612, + "n_pred": 282122, + "n_ref": 216995 + }, + "10": { + "Dice": 0.13351815458412938, + "FN": 61200, + "FP": 128829, + "IoU": 0.07153466555919284, + "TN": 73678834, + "TP": 14641, + "n_pred": 143470, + "n_ref": 75841 + }, + "11": { + "Dice": 0.6025875670558536, + "FN": 1485, + "FP": 4812, + "IoU": 0.4312166922590552, + "TN": 73872433, + "TP": 4774, + "n_pred": 9586, + "n_ref": 6259 + }, + "12": { + "Dice": 0.5743893412287194, + "FN": 2825, + "FP": 1200, + "IoU": 0.40290758047767394, + "TN": 73876763, + "TP": 2716, + "n_pred": 3916, + "n_ref": 5541 + }, + "13": { + "Dice": 0.012084237695782249, + "FN": 60415, + "FP": 74313, + "IoU": 0.006078847969782814, + "TN": 73747952, + "TP": 824, + "n_pred": 75137, + "n_ref": 61239 + }, + "14": { + "Dice": 0.6227553156329184, + "FN": 10698, + "FP": 98878, + "IoU": 0.4521747825217478, + "TN": 73683484, + "TP": 90444, + "n_pred": 189322, + "n_ref": 101142 + }, + "15": { + "Dice": 0.8058132762660671, + "FN": 43693, + "FP": 42329, + "IoU": 0.6747799655203702, + "TN": 73619000, + "TP": 178482, + "n_pred": 220811, + "n_ref": 222175 + }, + "2": { + "Dice": 0.5229042095116498, + "FN": 88252, + "FP": 99333, + "IoU": 0.35400832693373924, + "TN": 73593121, + "TP": 102798, + "n_pred": 202131, + "n_ref": 191050 + }, + "3": { + "Dice": 0.5776001207282712, + "FN": 30606, + "FP": 198913, + "IoU": 0.40607436006251874, + "TN": 73497060, + "TP": 156925, + "n_pred": 355838, + "n_ref": 187531 + }, + "4": { + "Dice": 0.0, + "FN": 47888, + "FP": 54981, + "IoU": 0.0, + "TN": 73780635, + "TP": 0, + "n_pred": 54981, + "n_ref": 47888 + }, + "5": { + "Dice": 0.718830209224547, + "FN": 5886, + "FP": 1344, + "IoU": 0.561073336571151, + "TN": 73867032, + "TP": 9242, + "n_pred": 10586, + "n_ref": 15128 + }, + "6": { + "Dice": 0.753701401298928, + "FN": 259759, + "FP": 682409, + "IoU": 0.6047518645085995, + "TN": 71499766, + "TP": 1441570, + "n_pred": 2123979, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.23386927295496093, + "FN": 91361, + "FP": 440893, + "IoU": 0.13241900464879738, + "TN": 73270012, + "TP": 81238, + "n_pred": 522131, + "n_ref": 172599 + }, + "8": { + "Dice": 0.8475595622184773, + "FN": 11802, + "FP": 12531, + "IoU": 0.7354476070364653, + "TN": 73791526, + "TP": 67645, + "n_pred": 80176, + "n_ref": 79447 + }, + "9": { + "Dice": 0.8092075008941801, + "FN": 10996, + "FP": 26344, + "IoU": 0.6795537438317958, + "TN": 73766979, + "TP": 79185, + "n_pred": 105529, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8598178496055296, + "FN": 5230, + "FP": 54152, + "IoU": 0.7541056920668836, + "TN": 69254282, + "TP": 182112, + "n_pred": 236264, + "n_ref": 187342 + }, + "10": { + "Dice": 0.5054596261830069, + "FN": 19539, + "FP": 74258, + "IoU": 0.3382040626256782, + "TN": 69354045, + "TP": 47934, + "n_pred": 122192, + "n_ref": 67473 + }, + "11": { + "Dice": 0.7921714818266542, + "FN": 486, + "FP": 1075, + "IoU": 0.6558641975308642, + "TN": 69491240, + "TP": 2975, + "n_pred": 4050, + "n_ref": 3461 + }, + "12": { + "Dice": 0.5399734716025564, + "FN": 913, + "FP": 2902, + "IoU": 0.3698381235546746, + "TN": 69489722, + "TP": 2239, + "n_pred": 5141, + "n_ref": 3152 + }, + "13": { + "Dice": 0.6696638513195764, + "FN": 24418, + "FP": 28265, + "IoU": 0.5033794293147819, + "TN": 69389693, + "TP": 53400, + "n_pred": 81665, + "n_ref": 77818 + }, + "14": { + "Dice": 0.8390841169954513, + "FN": 8629, + "FP": 45991, + "IoU": 0.7227777044654005, + "TN": 69298750, + "TP": 142406, + "n_pred": 188397, + "n_ref": 151035 + }, + "15": { + "Dice": 0.48724193888115913, + "FN": 11876, + "FP": 160965, + "IoU": 0.3220884762767639, + "TN": 69240815, + "TP": 82120, + "n_pred": 243085, + "n_ref": 93996 + }, + "2": { + "Dice": 0.9462851570992799, + "FN": 6520, + "FP": 9786, + "IoU": 0.898046718687475, + "TN": 69335840, + "TP": 143630, + "n_pred": 153416, + "n_ref": 150150 + }, + "3": { + "Dice": 0.8908909473256922, + "FN": 14549, + "FP": 24157, + "IoU": 0.8032491892276568, + "TN": 69299050, + "TP": 158020, + "n_pred": 182177, + "n_ref": 172569 + }, + "4": { + "Dice": 0.5690128886949755, + "FN": 12992, + "FP": 23557, + "IoU": 0.3976366273320588, + "TN": 69435100, + "TP": 24127, + "n_pred": 47684, + "n_ref": 37119 + }, + "5": { + "Dice": 0.8805686950479703, + "FN": 2618, + "FP": 1851, + "IoU": 0.7866214667685256, + "TN": 69474832, + "TP": 16475, + "n_pred": 18326, + "n_ref": 19093 + }, + "6": { + "Dice": 0.872823892523809, + "FN": 128470, + "FP": 256546, + "IoU": 0.774345629520226, + "TN": 67789556, + "TP": 1321204, + "n_pred": 1577750, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.7499844390499818, + "FN": 17787, + "FP": 179032, + "IoU": 0.5999800822319282, + "TN": 69003753, + "TP": 295204, + "n_pred": 474236, + "n_ref": 312991 + }, + "8": { + "Dice": 0.9068798520631663, + "FN": 8257, + "FP": 8260, + "IoU": 0.8296250451286812, + "TN": 69398831, + "TP": 80428, + "n_pred": 88688, + "n_ref": 88685 + }, + "9": { + "Dice": 0.869733772061023, + "FN": 7681, + "FP": 14093, + "IoU": 0.7694946115898457, + "TN": 69401314, + "TP": 72688, + "n_pred": 86781, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6168937958926382, + "FN": 4728, + "FP": 240804, + "IoU": 0.4460205543584942, + "TN": 50390337, + "TP": 197683, + "n_pred": 438487, + "n_ref": 202411 + }, + "10": { + "Dice": 0.7385675614838073, + "FN": 11859, + "FP": 33436, + "IoU": 0.5854991031882573, + "TN": 50724276, + "TP": 63981, + "n_pred": 97417, + "n_ref": 75840 + }, + "11": { + "Dice": 0.8745807204316757, + "FN": 732, + "FP": 988, + "IoU": 0.7771154593754049, + "TN": 50825835, + "TP": 5997, + "n_pred": 6985, + "n_ref": 6729 + }, + "12": { + "Dice": 0.6980897009966778, + "FN": 1256, + "FP": 3106, + "IoU": 0.5362041467304626, + "TN": 50824147, + "TP": 5043, + "n_pred": 8149, + "n_ref": 6299 + }, + "13": { + "Dice": 0.508770182623959, + "FN": 7394, + "FP": 71526, + "IoU": 0.34117489919775607, + "TN": 50713763, + "TP": 40869, + "n_pred": 112395, + "n_ref": 48263 + }, + "14": { + "Dice": 0.35565538336512525, + "FN": 19227, + "FP": 94947, + "IoU": 0.2162900524422723, + "TN": 50687868, + "TP": 31510, + "n_pred": 126457, + "n_ref": 50737 + }, + "15": { + "Dice": 0.37832135866571337, + "FN": 2478, + "FP": 103604, + "IoU": 0.2332899681989014, + "TN": 50695192, + "TP": 32278, + "n_pred": 135882, + "n_ref": 34756 + }, + "2": { + "Dice": 0.8749843503074426, + "FN": 26866, + "FP": 26057, + "IoU": 0.777753047743431, + "TN": 50595425, + "TP": 185204, + "n_pred": 211261, + "n_ref": 212070 + }, + "3": { + "Dice": 0.866325630154528, + "FN": 7280, + "FP": 53161, + "IoU": 0.7641750163873022, + "TN": 50577256, + "TP": 195855, + "n_pred": 249016, + "n_ref": 203135 + }, + "4": { + "Dice": 0.472803062294814, + "FN": 611, + "FP": 38090, + "IoU": 0.3095887967175096, + "TN": 50777497, + "TP": 17354, + "n_pred": 55444, + "n_ref": 17965 + }, + "5": { + "Dice": 0.8939429464634623, + "FN": 1406, + "FP": 1308, + "IoU": 0.8082249858677218, + "TN": 50819400, + "TP": 11438, + "n_pred": 12746, + "n_ref": 12844 + }, + "6": { + "Dice": 0.9147706906453192, + "FN": 60309, + "FP": 337725, + "IoU": 0.8429284785805105, + "TN": 48299458, + "TP": 2136060, + "n_pred": 2473785, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.5429893049393981, + "FN": 21881, + "FP": 325693, + "IoU": 0.37267352036617235, + "TN": 50279496, + "TP": 206482, + "n_pred": 532175, + "n_ref": 228363 + }, + "8": { + "Dice": 0.9636179198813924, + "FN": 4131, + "FP": 3329, + "IoU": 0.9297902176879712, + "TN": 50727299, + "TP": 98793, + "n_pred": 102122, + "n_ref": 102924 + }, + "9": { + "Dice": 0.8978298436166701, + "FN": 10427, + "FP": 13400, + "IoU": 0.8146018456558615, + "TN": 50705034, + "TP": 104691, + "n_pred": 118091, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8877458461406186, + "FN": 5450, + "FP": 46774, + "IoU": 0.7981501737352499, + "TN": 76626133, + "TP": 206503, + "n_pred": 253277, + "n_ref": 211953 + }, + "10": { + "Dice": 0.6608350873127747, + "FN": 13625, + "FP": 39068, + "IoU": 0.4934680419506474, + "TN": 76780833, + "TP": 51334, + "n_pred": 90402, + "n_ref": 64959 + }, + "11": { + "Dice": 0.8086185044359949, + "FN": 322, + "FP": 886, + "IoU": 0.6787234042553192, + "TN": 76881100, + "TP": 2552, + "n_pred": 3438, + "n_ref": 2874 + }, + "12": { + "Dice": 0.7330034817665384, + "FN": 609, + "FP": 848, + "IoU": 0.5785363031530228, + "TN": 76881403, + "TP": 2000, + "n_pred": 2848, + "n_ref": 2609 + }, + "13": { + "Dice": 0.4829666939920728, + "FN": 14209, + "FP": 46970, + "IoU": 0.31836261740554633, + "TN": 76795107, + "TP": 28574, + "n_pred": 75544, + "n_ref": 42783 + }, + "14": { + "Dice": 0.7433439727375267, + "FN": 4073, + "FP": 49400, + "IoU": 0.5915254107815353, + "TN": 76753951, + "TP": 77436, + "n_pred": 126836, + "n_ref": 81509 + }, + "15": { + "Dice": 0.30296189706912874, + "FN": 11697, + "FP": 118608, + "IoU": 0.17852392149940424, + "TN": 76726237, + "TP": 28318, + "n_pred": 146926, + "n_ref": 40015 + }, + "2": { + "Dice": 0.9381251091507248, + "FN": 4520, + "FP": 8589, + "IoU": 0.8834610529310314, + "TN": 76772374, + "TP": 99377, + "n_pred": 107966, + "n_ref": 103897 + }, + "3": { + "Dice": 0.9403626581446385, + "FN": 4426, + "FP": 7368, + "IoU": 0.8874382026761343, + "TN": 76780082, + "TP": 92984, + "n_pred": 100352, + "n_ref": 97410 + }, + "4": { + "Dice": 0.8044860322817065, + "FN": 1282, + "FP": 10189, + "IoU": 0.6729206466881469, + "TN": 76849789, + "TP": 23600, + "n_pred": 33789, + "n_ref": 24882 + }, + "5": { + "Dice": 0.8982771438730323, + "FN": 1860, + "FP": 1287, + "IoU": 0.815338575284591, + "TN": 76867818, + "TP": 13895, + "n_pred": 15182, + "n_ref": 15755 + }, + "6": { + "Dice": 0.9128999550142123, + "FN": 32174, + "FP": 177513, + "IoU": 0.8397570759240904, + "TN": 75576303, + "TP": 1098870, + "n_pred": 1276383, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.6193444497502125, + "FN": 16540, + "FP": 161225, + "IoU": 0.44858723063704126, + "TN": 76562479, + "TP": 144616, + "n_pred": 305841, + "n_ref": 161156 + }, + "8": { + "Dice": 0.9316456642859814, + "FN": 2561, + "FP": 8407, + "IoU": 0.8720380805712086, + "TN": 76799147, + "TP": 74745, + "n_pred": 83152, + "n_ref": 77306 + }, + "9": { + "Dice": 0.9185049795477943, + "FN": 8347, + "FP": 6456, + "IoU": 0.8492919173716951, + "TN": 76786637, + "TP": 83420, + "n_pred": 89876, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7825079342156387, + "FN": 10785, + "FP": 52468, + "IoU": 0.6427211775803345, + "TN": 130822891, + "TP": 113788, + "n_pred": 166256, + "n_ref": 124573 + }, + "10": { + "Dice": 0.47718648476512115, + "FN": 12984, + "FP": 84699, + "IoU": 0.31335845130814977, + "TN": 130857670, + "TP": 44579, + "n_pred": 129278, + "n_ref": 57563 + }, + "11": { + "Dice": 0.7266985645933014, + "FN": 1771, + "FP": 1085, + "IoU": 0.5707199759506989, + "TN": 130993279, + "TP": 3797, + "n_pred": 4882, + "n_ref": 5568 + }, + "12": { + "Dice": 0.7906520919713532, + "FN": 2058, + "FP": 719, + "IoU": 0.6537838174791173, + "TN": 130991911, + "TP": 5244, + "n_pred": 5963, + "n_ref": 7302 + }, + "13": { + "Dice": 0.5873895610829223, + "FN": 37031, + "FP": 21112, + "IoU": 0.4158185051593003, + "TN": 130900403, + "TP": 41386, + "n_pred": 62498, + "n_ref": 78417 + }, + "14": { + "Dice": 0.18676025988098302, + "FN": 839781, + "FP": 86360, + "IoU": 0.10299810651002193, + "TN": 129967447, + "TP": 106344, + "n_pred": 192704, + "n_ref": 946125 + }, + "15": { + "Dice": 0.12295553839906105, + "FN": 11534, + "FP": 184995, + "IoU": 0.06550486198616295, + "TN": 130789627, + "TP": 13776, + "n_pred": 198771, + "n_ref": 25310 + }, + "2": { + "Dice": 0.5994750424040657, + "FN": 123959, + "FP": 2846, + "IoU": 0.4280359583402871, + "TN": 130778231, + "TP": 94896, + "n_pred": 97742, + "n_ref": 218855 + }, + "3": { + "Dice": 0.7981085266655641, + "FN": 17634, + "FP": 116642, + "IoU": 0.6640437546755804, + "TN": 130600249, + "TP": 265407, + "n_pred": 382049, + "n_ref": 283041 + }, + "4": { + "Dice": 0.0003342644987226321, + "FN": 2266, + "FP": 81472, + "IoU": 0.0001671601872194097, + "TN": 130916180, + "TP": 14, + "n_pred": 81486, + "n_ref": 2280 + }, + "5": { + "Dice": 0.6480260626426904, + "FN": 11088, + "FP": 2633, + "IoU": 0.47931845780206433, + "TN": 130973580, + "TP": 12631, + "n_pred": 15264, + "n_ref": 23719 + }, + "6": { + "Dice": 0.8510097635603221, + "FN": 81513, + "FP": 405718, + "IoU": 0.7406588294408019, + "TN": 129121206, + "TP": 1391495, + "n_pred": 1797213, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.5020754732159377, + "FN": 79242, + "FP": 168344, + "IoU": 0.33518075459640023, + "TN": 130627521, + "TP": 124825, + "n_pred": 293169, + "n_ref": 204067 + }, + "8": { + "Dice": 0.9504963751422575, + "FN": 5338, + "FP": 7233, + "IoU": 0.9056627844149607, + "TN": 130866676, + "TP": 120685, + "n_pred": 127918, + "n_ref": 126023 + }, + "9": { + "Dice": 0.7217669644995753, + "FN": 7499, + "FP": 30834, + "IoU": 0.5646599207295606, + "TN": 130911879, + "TP": 49720, + "n_pred": 80554, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.708812484190454, + "FN": 2775, + "FP": 42120, + "IoU": 0.5489616926369089, + "TN": 74327161, + "TP": 54642, + "n_pred": 96762, + "n_ref": 57417 + }, + "10": { + "Dice": 0.6606051755808502, + "FN": 35799, + "FP": 8360, + "IoU": 0.4932116830206002, + "TN": 74339563, + "TP": 42976, + "n_pred": 51336, + "n_ref": 78775 + }, + "11": { + "Dice": 0.7971320118093631, + "FN": 498, + "FP": 464, + "IoU": 0.6626928471248247, + "TN": 74423846, + "TP": 1890, + "n_pred": 2354, + "n_ref": 2388 + }, + "12": { + "Dice": 0.6513254786450663, + "FN": 688, + "FP": 1206, + "IoU": 0.48293748293748295, + "TN": 74423035, + "TP": 1769, + "n_pred": 2975, + "n_ref": 2457 + }, + "13": { + "Dice": 0.5299828599412341, + "FN": 60038, + "FP": 16744, + "IoU": 0.3605283540571828, + "TN": 74306627, + "TP": 43289, + "n_pred": 60033, + "n_ref": 103327 + }, + "14": { + "Dice": 0.8608444616652386, + "FN": 13153, + "FP": 37845, + "IoU": 0.7556864999520935, + "TN": 74217958, + "TP": 157742, + "n_pred": 195587, + "n_ref": 170895 + }, + "15": { + "Dice": 0.18429240277919323, + "FN": 6847, + "FP": 129222, + "IoU": 0.10149894347596408, + "TN": 74275258, + "TP": 15371, + "n_pred": 144593, + "n_ref": 22218 + }, + "2": { + "Dice": 0.9230596544548728, + "FN": 11847, + "FP": 5975, + "IoU": 0.8571130780578539, + "TN": 74301970, + "TP": 106906, + "n_pred": 112881, + "n_ref": 118753 + }, + "3": { + "Dice": 0.9447655625389709, + "FN": 7706, + "FP": 6733, + "IoU": 0.8953134289401563, + "TN": 74288772, + "TP": 123487, + "n_pred": 130220, + "n_ref": 131193 + }, + "4": { + "Dice": 0.6365453677003909, + "FN": 12469, + "FP": 8076, + "IoU": 0.4668621548681752, + "TN": 74388162, + "TP": 17991, + "n_pred": 26067, + "n_ref": 30460 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 192, + "IoU": 0.0, + "TN": 74426506, + "TP": 0, + "n_pred": 192, + "n_ref": 0 + }, + "6": { + "Dice": 0.9582561020166285, + "FN": 27314, + "FP": 47636, + "IoU": 0.9198576577905948, + "TN": 73491487, + "TP": 860261, + "n_pred": 907897, + "n_ref": 887575 + }, + "7": { + "Dice": 0.7686172290824762, + "FN": 27550, + "FP": 46483, + "IoU": 0.6241903388901298, + "TN": 74229702, + "TP": 122963, + "n_pred": 169446, + "n_ref": 150513 + }, + "8": { + "Dice": 0.6969487592872192, + "FN": 2380, + "FP": 33147, + "IoU": 0.5348590581180691, + "TN": 74350319, + "TP": 40852, + "n_pred": 73999, + "n_ref": 43232 + }, + "9": { + "Dice": 0.8432890908827744, + "FN": 4641, + "FP": 6186, + "IoU": 0.729040492517143, + "TN": 74386740, + "TP": 29131, + "n_pred": 35317, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8152616050178721, + "FN": 3210, + "FP": 58965, + "IoU": 0.6881363923637932, + "TN": 106447322, + "TP": 137191, + "n_pred": 196156, + "n_ref": 140401 + }, + "10": { + "Dice": 0.8075461785978968, + "FN": 13261, + "FP": 27769, + "IoU": 0.6772137957077223, + "TN": 106519576, + "TP": 86082, + "n_pred": 113851, + "n_ref": 99343 + }, + "11": { + "Dice": 0.6316165100511478, + "FN": 1996, + "FP": 1101, + "IoU": 0.46157858136300417, + "TN": 106640936, + "TP": 2655, + "n_pred": 3756, + "n_ref": 4651 + }, + "12": { + "Dice": 0.7998099762470309, + "FN": 1261, + "FP": 846, + "IoU": 0.6664027865737808, + "TN": 106640372, + "TP": 4209, + "n_pred": 5055, + "n_ref": 5470 + }, + "13": { + "Dice": 0.6889623402649455, + "FN": 14471, + "FP": 9431, + "IoU": 0.525509191249454, + "TN": 106596314, + "TP": 26472, + "n_pred": 35903, + "n_ref": 40943 + }, + "14": { + "Dice": 0.7568418232956828, + "FN": 2445, + "FP": 41127, + "IoU": 0.6088057316262951, + "TN": 106535306, + "TP": 67810, + "n_pred": 108937, + "n_ref": 70255 + }, + "15": { + "Dice": 0.19216935566745452, + "FN": 4121, + "FP": 184543, + "IoU": 0.10629831741700774, + "TN": 106435584, + "TP": 22440, + "n_pred": 206983, + "n_ref": 26561 + }, + "2": { + "Dice": 0.7706852863640158, + "FN": 43571, + "FP": 41588, + "IoU": 0.6269226893775108, + "TN": 106418427, + "TP": 143102, + "n_pred": 184690, + "n_ref": 186673 + }, + "3": { + "Dice": 0.815336699489485, + "FN": 4678, + "FP": 61372, + "IoU": 0.6882434014273308, + "TN": 106434824, + "TP": 145814, + "n_pred": 207186, + "n_ref": 150492 + }, + "4": { + "Dice": 0.7709189544632583, + "FN": 704, + "FP": 4870, + "IoU": 0.6272319935798837, + "TN": 106631735, + "TP": 9379, + "n_pred": 14249, + "n_ref": 10083 + }, + "5": { + "Dice": 0.7566607460035524, + "FN": 1034, + "FP": 1158, + "IoU": 0.6085714285714285, + "TN": 106641088, + "TP": 3408, + "n_pred": 4566, + "n_ref": 4442 + }, + "6": { + "Dice": 0.9748611620105432, + "FN": 27674, + "FP": 36532, + "IoU": 0.9509552519954076, + "TN": 105337557, + "TP": 1244925, + "n_pred": 1281457, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.8310561341293711, + "FN": 40626, + "FP": 79808, + "IoU": 0.7109461441165106, + "TN": 106230039, + "TP": 296215, + "n_pred": 376023, + "n_ref": 336841 + }, + "8": { + "Dice": 0.9598452405150238, + "FN": 2559, + "FP": 3170, + "IoU": 0.9227907979676824, + "TN": 106572487, + "TP": 68472, + "n_pred": 71642, + "n_ref": 71031 + }, + "9": { + "Dice": 0.896664357121647, + "FN": 12612, + "FP": 4092, + "IoU": 0.812685027361622, + "TN": 106557512, + "TP": 72472, + "n_pred": 76564, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8390682458913952, + "FN": 9057, + "FP": 46828, + "IoU": 0.7227541523624312, + "TN": 107925356, + "TP": 145687, + "n_pred": 192515, + "n_ref": 154744 + }, + "10": { + "Dice": 0.7591893963847643, + "FN": 5878, + "FP": 41868, + "IoU": 0.611849539464592, + "TN": 108003919, + "TP": 75263, + "n_pred": 117131, + "n_ref": 81141 + }, + "11": { + "Dice": 0.7959792681011465, + "FN": 503, + "FP": 796, + "IoU": 0.6611009653013306, + "TN": 108123095, + "TP": 2534, + "n_pred": 3330, + "n_ref": 3037 + }, + "12": { + "Dice": 0.7949779963758736, + "FN": 903, + "FP": 681, + "IoU": 0.6597207303974221, + "TN": 108122273, + "TP": 3071, + "n_pred": 3752, + "n_ref": 3974 + }, + "13": { + "Dice": 0.7075903682755232, + "FN": 21251, + "FP": 25174, + "IoU": 0.5474969784397052, + "TN": 108024332, + "TP": 56171, + "n_pred": 81345, + "n_ref": 77422 + }, + "14": { + "Dice": 0.5264889026327256, + "FN": 2437, + "FP": 64937, + "IoU": 0.3573022989602213, + "TN": 108022098, + "TP": 37456, + "n_pred": 102393, + "n_ref": 39893 + }, + "15": { + "Dice": 0.19266005176515846, + "FN": 4193, + "FP": 188888, + "IoU": 0.10659867943123927, + "TN": 107910809, + "TP": 23038, + "n_pred": 211926, + "n_ref": 27231 + }, + "2": { + "Dice": 0.9163526592993677, + "FN": 16762, + "FP": 14938, + "IoU": 0.8456188880663887, + "TN": 107921592, + "TP": 173636, + "n_pred": 188574, + "n_ref": 190398 + }, + "3": { + "Dice": 0.9482986307626622, + "FN": 9224, + "FP": 11604, + "IoU": 0.9016805135951662, + "TN": 107915088, + "TP": 191012, + "n_pred": 202616, + "n_ref": 200236 + }, + "4": { + "Dice": 0.934128253598953, + "FN": 1189, + "FP": 3341, + "IoU": 0.8763983628922237, + "TN": 108090278, + "TP": 32120, + "n_pred": 35461, + "n_ref": 33309 + }, + "5": { + "Dice": 0.8367792474637216, + "FN": 619, + "FP": 652, + "IoU": 0.7193640980348863, + "TN": 108122399, + "TP": 3258, + "n_pred": 3910, + "n_ref": 3877 + }, + "6": { + "Dice": 0.9668741694534708, + "FN": 49675, + "FP": 48291, + "IoU": 0.9358726118985807, + "TN": 106599250, + "TP": 1429712, + "n_pred": 1478003, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.7230003187952575, + "FN": 18253, + "FP": 164215, + "IoU": 0.5661711035927333, + "TN": 107706329, + "TP": 238131, + "n_pred": 402346, + "n_ref": 256384 + }, + "8": { + "Dice": 0.9263200935906318, + "FN": 2393, + "FP": 4094, + "IoU": 0.8627525653231778, + "TN": 108079663, + "TP": 40778, + "n_pred": 44872, + "n_ref": 43171 + }, + "9": { + "Dice": 0.903260427677047, + "FN": 6192, + "FP": 5706, + "IoU": 0.8235869758614555, + "TN": 108059484, + "TP": 55546, + "n_pred": 61252, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6173679068675876, + "FN": 11377, + "FP": 128837, + "IoU": 0.4465164015315991, + "TN": 62316830, + "TP": 113116, + "n_pred": 241953, + "n_ref": 124493 + }, + "10": { + "Dice": 0.7014139280931286, + "FN": 4677, + "FP": 41697, + "IoU": 0.5401366480568806, + "TN": 62469317, + "TP": 54469, + "n_pred": 96166, + "n_ref": 59146 + }, + "11": { + "Dice": 0.7331917905166313, + "FN": 498, + "FP": 633, + "IoU": 0.5787709497206703, + "TN": 62567475, + "TP": 1554, + "n_pred": 2187, + "n_ref": 2052 + }, + "12": { + "Dice": 0.6952810054541143, + "FN": 1335, + "FP": 1235, + "IoU": 0.5328971283169757, + "TN": 62564658, + "TP": 2932, + "n_pred": 4167, + "n_ref": 4267 + }, + "13": { + "Dice": 0.7200469217700833, + "FN": 6107, + "FP": 21577, + "IoU": 0.5625572796511077, + "TN": 62506874, + "TP": 35602, + "n_pred": 57179, + "n_ref": 41709 + }, + "14": { + "Dice": 0.8889180372392466, + "FN": 66415, + "FP": 5569, + "IoU": 0.8000472215663671, + "TN": 62210155, + "TP": 288021, + "n_pred": 293590, + "n_ref": 354436 + }, + "15": { + "Dice": 0.5399199379624002, + "FN": 26936, + "FP": 82823, + "IoU": 0.369787898623121, + "TN": 62395998, + "TP": 64403, + "n_pred": 147226, + "n_ref": 91339 + }, + "2": { + "Dice": 0.8502901657343023, + "FN": 36904, + "FP": 8912, + "IoU": 0.7395693594961461, + "TN": 62394236, + "TP": 130108, + "n_pred": 139020, + "n_ref": 167012 + }, + "3": { + "Dice": 0.8250990707252496, + "FN": 9448, + "FP": 71408, + "IoU": 0.7022711874392435, + "TN": 62298584, + "TP": 190720, + "n_pred": 262128, + "n_ref": 200168 + }, + "4": { + "Dice": 0.7878733679127169, + "FN": 1455, + "FP": 10405, + "IoU": 0.6499926221041759, + "TN": 62536275, + "TP": 22025, + "n_pred": 32430, + "n_ref": 23480 + }, + "5": { + "Dice": 0.6943713086173771, + "FN": 3296, + "FP": 999, + "IoU": 0.5318290821887944, + "TN": 62560986, + "TP": 4879, + "n_pred": 5878, + "n_ref": 8175 + }, + "6": { + "Dice": 0.932400775562261, + "FN": 57916, + "FP": 145031, + "IoU": 0.87336217020326, + "TN": 60967582, + "TP": 1399631, + "n_pred": 1544662, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.8416536779504562, + "FN": 20540, + "FP": 42244, + "IoU": 0.7265993441937633, + "TN": 62340519, + "TP": 166857, + "n_pred": 209101, + "n_ref": 187397 + }, + "8": { + "Dice": 0.8538709919651574, + "FN": 1898, + "FP": 21454, + "IoU": 0.7450042586647448, + "TN": 62478582, + "TP": 68226, + "n_pred": 89680, + "n_ref": 70124 + }, + "9": { + "Dice": 0.8118267406853106, + "FN": 2946, + "FP": 18680, + "IoU": 0.6832561954420294, + "TN": 62501884, + "TP": 46650, + "n_pred": 65330, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8604487464586011, + "FN": 35006, + "FP": 44692, + "IoU": 0.7550768285187461, + "TN": 55055848, + "TP": 245702, + "n_pred": 290394, + "n_ref": 280708 + }, + "10": { + "Dice": 0.8093987274472499, + "FN": 6159, + "FP": 27002, + "IoU": 0.6798235027179422, + "TN": 55277677, + "TP": 70410, + "n_pred": 97412, + "n_ref": 76569 + }, + "11": { + "Dice": 0.7430873067711735, + "FN": 914, + "FP": 1446, + "IoU": 0.5912004157283908, + "TN": 55375475, + "TP": 3413, + "n_pred": 4859, + "n_ref": 4327 + }, + "12": { + "Dice": 0.7674958540630182, + "FN": 1257, + "FP": 846, + "IoU": 0.6227125941872982, + "TN": 55375674, + "TP": 3471, + "n_pred": 4317, + "n_ref": 4728 + }, + "13": { + "Dice": 0.6695102001180241, + "FN": 10057, + "FP": 34186, + "IoU": 0.5032058120080398, + "TN": 55292191, + "TP": 44814, + "n_pred": 79000, + "n_ref": 54871 + }, + "14": { + "Dice": 0.86092178251351, + "FN": 4936, + "FP": 24223, + "IoU": 0.7558056762890569, + "TN": 55261839, + "TP": 90250, + "n_pred": 114473, + "n_ref": 95186 + }, + "15": { + "Dice": 0.7072760583075929, + "FN": 7946, + "FP": 58202, + "IoU": 0.5471207235333183, + "TN": 55235187, + "TP": 79913, + "n_pred": 138115, + "n_ref": 87859 + }, + "2": { + "Dice": 0.824765586098053, + "FN": 48782, + "FP": 13507, + "IoU": 0.7017881508078995, + "TN": 55172373, + "TP": 146586, + "n_pred": 160093, + "n_ref": 195368 + }, + "3": { + "Dice": 0.8563032205650782, + "FN": 13137, + "FP": 44171, + "IoU": 0.7487152503727089, + "TN": 55153188, + "TP": 170752, + "n_pred": 214923, + "n_ref": 183889 + }, + "4": { + "Dice": 0.7086829732785812, + "FN": 1455, + "FP": 3440, + "IoU": 0.548806341598304, + "TN": 55370399, + "TP": 5954, + "n_pred": 9394, + "n_ref": 7409 + }, + "5": { + "Dice": 0.8150958466453674, + "FN": 1558, + "FP": 294, + "IoU": 0.6879002359285473, + "TN": 55375314, + "TP": 4082, + "n_pred": 4376, + "n_ref": 5640 + }, + "6": { + "Dice": 0.9454106053464992, + "FN": 68585, + "FP": 96581, + "IoU": 0.8964727031577311, + "TN": 53785862, + "TP": 1430220, + "n_pred": 1526801, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.8639470558863935, + "FN": 22124, + "FP": 26105, + "IoU": 0.7604813317573674, + "TN": 55179890, + "TP": 153129, + "n_pred": 179234, + "n_ref": 175253 + }, + "8": { + "Dice": 0.9232318710832588, + "FN": 1677, + "FP": 5869, + "IoU": 0.8574101018499273, + "TN": 55328327, + "TP": 45375, + "n_pred": 51244, + "n_ref": 47052 + }, + "9": { + "Dice": 0.8715555764617339, + "FN": 4595, + "FP": 9058, + "IoU": 0.7723513522526428, + "TN": 55321274, + "TP": 46321, + "n_pred": 55379, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8400441532767282, + "FN": 19336, + "FP": 83260, + "IoU": 0.7242035596869884, + "TN": 110774616, + "TP": 269403, + "n_pred": 352663, + "n_ref": 288739 + }, + "10": { + "Dice": 0.7588486463096101, + "FN": 9497, + "FP": 36758, + "IoU": 0.611407016600578, + "TN": 111027583, + "TP": 72777, + "n_pred": 109535, + "n_ref": 82274 + }, + "11": { + "Dice": 0.8043560845890845, + "FN": 458, + "FP": 1087, + "IoU": 0.6727388265198051, + "TN": 111141894, + "TP": 3176, + "n_pred": 4263, + "n_ref": 3634 + }, + "12": { + "Dice": 0.7843069478050466, + "FN": 835, + "FP": 413, + "IoU": 0.6451521182826272, + "TN": 111143098, + "TP": 2269, + "n_pred": 2682, + "n_ref": 3104 + }, + "13": { + "Dice": 0.6837078580239848, + "FN": 8832, + "FP": 40910, + "IoU": 0.5194195393414748, + "TN": 111043111, + "TP": 53762, + "n_pred": 94672, + "n_ref": 62594 + }, + "14": { + "Dice": 0.5527656424621548, + "FN": 3031, + "FP": 58597, + "IoU": 0.3819461855525358, + "TN": 111046902, + "TP": 38085, + "n_pred": 96682, + "n_ref": 41116 + }, + "15": { + "Dice": 0.14092510730988533, + "FN": 3367, + "FP": 264819, + "IoU": 0.07580388926987452, + "TN": 110856432, + "TP": 21997, + "n_pred": 286816, + "n_ref": 25364 + }, + "2": { + "Dice": 0.7997097123139488, + "FN": 9878, + "FP": 63259, + "IoU": 0.6662635868325226, + "TN": 110927469, + "TP": 146009, + "n_pred": 209268, + "n_ref": 155887 + }, + "3": { + "Dice": 0.7942095645245173, + "FN": 78105, + "FP": 8157, + "IoU": 0.6586630156933816, + "TN": 110893897, + "TP": 166456, + "n_pred": 174613, + "n_ref": 244561 + }, + "4": { + "Dice": 0.7750666841575933, + "FN": 1113, + "FP": 9175, + "IoU": 0.6327419412415665, + "TN": 111118602, + "TP": 17725, + "n_pred": 26900, + "n_ref": 18838 + }, + "5": { + "Dice": 0.8646725016831779, + "FN": 272, + "FP": 1135, + "IoU": 0.7616062351745171, + "TN": 111140713, + "TP": 4495, + "n_pred": 5630, + "n_ref": 4767 + }, + "6": { + "Dice": 0.9698047574513671, + "FN": 21761, + "FP": 76779, + "IoU": 0.9413795729168154, + "TN": 109465631, + "TP": 1582444, + "n_pred": 1659223, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.32981791571606905, + "FN": 240784, + "FP": 319700, + "IoU": 0.19747422680412371, + "TN": 110448215, + "TP": 137916, + "n_pred": 457616, + "n_ref": 378700 + }, + "8": { + "Dice": 0.8631509960564526, + "FN": 4161, + "FP": 20061, + "IoU": 0.7592485836397972, + "TN": 111046005, + "TP": 76388, + "n_pred": 96449, + "n_ref": 80549 + }, + "9": { + "Dice": 0.8720514021582543, + "FN": 6519, + "FP": 7958, + "IoU": 0.7731304456841973, + "TN": 111082803, + "TP": 49335, + "n_pred": 57293, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9053631948569233, + "FN": 7848, + "FP": 32781, + "IoU": 0.8270900362596394, + "TN": 96886053, + "TP": 194343, + "n_pred": 227124, + "n_ref": 202191 + }, + "10": { + "Dice": 0.759263666436612, + "FN": 10594, + "FP": 29868, + "IoU": 0.6119460242258006, + "TN": 97016756, + "TP": 63807, + "n_pred": 93675, + "n_ref": 74401 + }, + "11": { + "Dice": 0.7994719471947195, + "FN": 884, + "FP": 635, + "IoU": 0.6659335825819221, + "TN": 97116478, + "TP": 3028, + "n_pred": 3663, + "n_ref": 3912 + }, + "12": { + "Dice": 0.6190977707565385, + "FN": 1756, + "FP": 2584, + "IoU": 0.44832846065844667, + "TN": 97113158, + "TP": 3527, + "n_pred": 6111, + "n_ref": 5283 + }, + "13": { + "Dice": 0.7279308734236338, + "FN": 7733, + "FP": 24887, + "IoU": 0.572241600881219, + "TN": 97044767, + "TP": 43638, + "n_pred": 68525, + "n_ref": 51371 + }, + "14": { + "Dice": 0.9284998478246346, + "FN": 8226, + "FP": 11038, + "IoU": 0.866541965430046, + "TN": 96976680, + "TP": 125081, + "n_pred": 136119, + "n_ref": 133307 + }, + "15": { + "Dice": 0.6821433320037229, + "FN": 4369, + "FP": 55396, + "IoU": 0.5176157229912426, + "TN": 96997130, + "TP": 64130, + "n_pred": 119526, + "n_ref": 68499 + }, + "2": { + "Dice": 0.8405567037375103, + "FN": 29723, + "FP": 22506, + "IoU": 0.7249657714586625, + "TN": 96931125, + "TP": 137671, + "n_pred": 160177, + "n_ref": 167394 + }, + "3": { + "Dice": 0.8686150095333354, + "FN": 11422, + "FP": 51629, + "IoU": 0.7677448586047231, + "TN": 96849552, + "TP": 208422, + "n_pred": 260051, + "n_ref": 219844 + }, + "4": { + "Dice": 0.7619288523006875, + "FN": 666, + "FP": 9687, + "IoU": 0.6154160475482913, + "TN": 97094105, + "TP": 16567, + "n_pred": 26254, + "n_ref": 17233 + }, + "5": { + "Dice": 0.7891751359016781, + "FN": 2441, + "FP": 2911, + "IoU": 0.6517665430411868, + "TN": 97105656, + "TP": 10017, + "n_pred": 12928, + "n_ref": 12458 + }, + "6": { + "Dice": 0.9252254584000622, + "FN": 34453, + "FP": 216602, + "IoU": 0.8608553911434738, + "TN": 95316751, + "TP": 1553219, + "n_pred": 1769821, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.7926508521382233, + "FN": 76474, + "FP": 54473, + "IoU": 0.6565216478944911, + "TN": 96739787, + "TP": 250291, + "n_pred": 304764, + "n_ref": 326765 + }, + "8": { + "Dice": 0.9500884955752212, + "FN": 3484, + "FP": 6668, + "IoU": 0.9049224544841538, + "TN": 97014249, + "TP": 96624, + "n_pred": 103292, + "n_ref": 100108 + }, + "9": { + "Dice": 0.919014870370851, + "FN": 6914, + "FP": 8689, + "IoU": 0.8501642114967254, + "TN": 97016891, + "TP": 88531, + "n_pred": 97220, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9575920021724481, + "FN": 6715, + "FP": 10151, + "IoU": 0.9186345501647474, + "TN": 78849118, + "TP": 190421, + "n_pred": 200572, + "n_ref": 197136 + }, + "10": { + "Dice": 0.8514015800869205, + "FN": 11810, + "FP": 16535, + "IoU": 0.7412526130336751, + "TN": 78946858, + "TP": 81202, + "n_pred": 97737, + "n_ref": 93012 + }, + "11": { + "Dice": 0.7431818181818182, + "FN": 393, + "FP": 1415, + "IoU": 0.5913200723327305, + "TN": 79051981, + "TP": 2616, + "n_pred": 4031, + "n_ref": 3009 + }, + "12": { + "Dice": 0.5700934579439252, + "FN": 1174, + "FP": 1586, + "IoU": 0.39869281045751637, + "TN": 79051815, + "TP": 1830, + "n_pred": 3416, + "n_ref": 3004 + }, + "13": { + "Dice": 0.7436981785488329, + "FN": 20807, + "FP": 9981, + "IoU": 0.5919741306191688, + "TN": 78980949, + "TP": 44668, + "n_pred": 54649, + "n_ref": 65475 + }, + "14": { + "Dice": 0.39210392864600424, + "FN": 11589, + "FP": 69925, + "IoU": 0.24386148808474717, + "TN": 78948602, + "TP": 26289, + "n_pred": 96214, + "n_ref": 37878 + }, + "15": { + "Dice": 0.2715255068672335, + "FN": 5319, + "FP": 172895, + "IoU": 0.15708968107195392, + "TN": 78844978, + "TP": 33213, + "n_pred": 206108, + "n_ref": 38532 + }, + "2": { + "Dice": 0.8753232171322496, + "FN": 5944, + "FP": 24481, + "IoU": 0.7782886874398811, + "TN": 78919177, + "TP": 106803, + "n_pred": 131284, + "n_ref": 112747 + }, + "3": { + "Dice": 0.9045132725713488, + "FN": 7997, + "FP": 15942, + "IoU": 0.8256725069544574, + "TN": 78919083, + "TP": 113383, + "n_pred": 129325, + "n_ref": 121380 + }, + "4": { + "Dice": 0.7821574588531293, + "FN": 1021, + "FP": 3135, + "IoU": 0.6422484290264268, + "TN": 79044788, + "TP": 7461, + "n_pred": 10596, + "n_ref": 8482 + }, + "5": { + "Dice": 0.8027758221864628, + "FN": 967, + "FP": 994, + "IoU": 0.6705309139784946, + "TN": 79050453, + "TP": 3991, + "n_pred": 4985, + "n_ref": 4958 + }, + "6": { + "Dice": 0.9644884585762672, + "FN": 62592, + "FP": 29902, + "IoU": 0.9314125627708453, + "TN": 77707849, + "TP": 1256062, + "n_pred": 1285964, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.8295486483954425, + "FN": 128639, + "FP": 13273, + "IoU": 0.7087425267681774, + "TN": 78569166, + "TP": 345327, + "n_pred": 358600, + "n_ref": 473966 + }, + "8": { + "Dice": 0.6227927068263203, + "FN": 1178, + "FP": 35585, + "IoU": 0.4522142090833234, + "TN": 78989293, + "TP": 30349, + "n_pred": 65934, + "n_ref": 31527 + }, + "9": { + "Dice": 0.9168701163083792, + "FN": 7635, + "FP": 3908, + "IoU": 0.8465006183592867, + "TN": 78981206, + "TP": 63656, + "n_pred": 67564, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8764216756415855, + "FN": 7600, + "FP": 56083, + "IoU": 0.7800272189676136, + "TN": 122422436, + "TP": 225821, + "n_pred": 281904, + "n_ref": 233421 + }, + "10": { + "Dice": 0.7151749977154346, + "FN": 12569, + "FP": 65352, + "IoU": 0.5566322234107928, + "TN": 122536192, + "TP": 97827, + "n_pred": 163179, + "n_ref": 110396 + }, + "11": { + "Dice": 0.7576992753623188, + "FN": 836, + "FP": 1304, + "IoU": 0.6099161502005104, + "TN": 122706454, + "TP": 3346, + "n_pred": 4650, + "n_ref": 4182 + }, + "12": { + "Dice": 0.41379973092446665, + "FN": 4137, + "FP": 1963, + "IoU": 0.26087483339391737, + "TN": 122703687, + "TP": 2153, + "n_pred": 4116, + "n_ref": 6290 + }, + "13": { + "Dice": 0.6336306846782912, + "FN": 15408, + "FP": 28989, + "IoU": 0.46373310463950523, + "TN": 122629151, + "TP": 38392, + "n_pred": 67381, + "n_ref": 53800 + }, + "14": { + "Dice": 0.6644999136353862, + "FN": 13442, + "FP": 81733, + "IoU": 0.4975663576662373, + "TN": 122522512, + "TP": 94253, + "n_pred": 175986, + "n_ref": 107695 + }, + "15": { + "Dice": 0.4899897110520449, + "FN": 5371, + "FP": 89801, + "IoU": 0.3244942863226631, + "TN": 122571050, + "TP": 45718, + "n_pred": 135519, + "n_ref": 51089 + }, + "2": { + "Dice": 0.6346208265579795, + "FN": 61813, + "FP": 24696, + "IoU": 0.4647945705500597, + "TN": 122550303, + "TP": 75128, + "n_pred": 99824, + "n_ref": 136941 + }, + "3": { + "Dice": 0.6973051811392046, + "FN": 3408, + "FP": 120284, + "IoU": 0.5352790009167281, + "TN": 122445776, + "TP": 142472, + "n_pred": 262756, + "n_ref": 145880 + }, + "4": { + "Dice": 0.7109659709404137, + "FN": 5387, + "FP": 43469, + "IoU": 0.5515494198854457, + "TN": 122602996, + "TP": 60088, + "n_pred": 103557, + "n_ref": 65475 + }, + "5": { + "Dice": 0.6033586284429455, + "FN": 8622, + "FP": 2668, + "IoU": 0.43200684207878454, + "TN": 122692063, + "TP": 8587, + "n_pred": 11255, + "n_ref": 17209 + }, + "6": { + "Dice": 0.9227910175141752, + "FN": 44129, + "FP": 234771, + "IoU": 0.8566499467769881, + "TN": 120766353, + "TP": 1666687, + "n_pred": 1901458, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.37658534093094825, + "FN": 315617, + "FP": 514113, + "IoU": 0.23197113493289595, + "TN": 121631603, + "TP": 250607, + "n_pred": 764720, + "n_ref": 566224 + }, + "8": { + "Dice": 0.7811768054410797, + "FN": 4710, + "FP": 69096, + "IoU": 0.6409270917458866, + "TN": 122506394, + "TP": 131740, + "n_pred": 200836, + "n_ref": 136450 + }, + "9": { + "Dice": 0.8833964704795343, + "FN": 7819, + "FP": 9849, + "IoU": 0.7911460488208523, + "TN": 122627345, + "TP": 66927, + "n_pred": 76776, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/loop_004/summary_cross_val.json b/nnActive_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/loop_004/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..6c985f8c1172f63b11a616f05e46dd4674c00c08 --- /dev/null +++ b/nnActive_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/loop_004/summary_cross_val.json @@ -0,0 +1,24396 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": 0.675431831649853, + "FN": 1121.351111111111, + "FP": 1094.3, + "IoU": 0.5874794555718561, + "TN": 264153.29555555555, + "TP": 5605.453333333334, + "n_pred": 6699.753333333332, + "n_ref": 6726.804444444444 + }, + "mean": { + "1": { + "Dice": 0.5492930558263368, + "FN": 813.9666666666667, + "FP": 332.03333333333336, + "IoU": 0.5109674462817927, + "TN": 265147.93333333335, + "TP": 5680.466666666666, + "n_pred": 6012.5, + "n_ref": 6494.433333333333 + }, + "10": { + "Dice": 0.6005546077106207, + "FN": 1133.6666666666667, + "FP": 1555.7, + "IoU": 0.5046276115127316, + "TN": 264292.8, + "TP": 4992.233333333334, + "n_pred": 6547.933333333333, + "n_ref": 6125.9 + }, + "11": { + "Dice": 0.5052613380165023, + "FN": 277.6, + "FP": 285.3, + "IoU": 0.3963008116569331, + "TN": 270793.1, + "TP": 618.4, + "n_pred": 903.7, + "n_ref": 896.0 + }, + "12": { + "Dice": 0.5814953362398496, + "FN": 353.7, + "FP": 244.63333333333333, + "IoU": 0.4726554177404579, + "TN": 270489.06666666665, + "TP": 887.0, + "n_pred": 1131.6333333333334, + "n_ref": 1240.7 + }, + "13": { + "Dice": 0.5845775198569533, + "FN": 1765.6, + "FP": 1375.8, + "IoU": 0.4733213797930243, + "TN": 264808.36666666664, + "TP": 4024.633333333333, + "n_pred": 5400.433333333333, + "n_ref": 5790.233333333334 + }, + "14": { + "Dice": 0.6050266854847524, + "FN": 786.9333333333333, + "FP": 1950.5666666666666, + "IoU": 0.5320475505611661, + "TN": 264129.9, + "TP": 5107.0, + "n_pred": 7057.566666666667, + "n_ref": 5893.933333333333 + }, + "15": { + "Dice": 0.637557515658367, + "FN": 1126.0333333333333, + "FP": 1646.9666666666667, + "IoU": 0.5314560718179356, + "TN": 264688.23333333334, + "TP": 4513.166666666667, + "n_pred": 6160.133333333333, + "n_ref": 5639.2 + }, + "2": { + "Dice": 0.832803067573729, + "FN": 1560.6666666666667, + "FP": 574.6666666666666, + "IoU": 0.7472785347683893, + "TN": 263484.93333333335, + "TP": 6354.133333333333, + "n_pred": 6928.8, + "n_ref": 7914.8 + }, + "3": { + "Dice": 0.7451166308121234, + "FN": 865.1, + "FP": 1472.3, + "IoU": 0.6845296611821401, + "TN": 262310.7, + "TP": 7326.3, + "n_pred": 8798.6, + "n_ref": 8191.4 + }, + "4": { + "Dice": 0.6716023694402572, + "FN": 1040.6, + "FP": 644.6333333333333, + "IoU": 0.5944746229555322, + "TN": 265629.63333333336, + "TP": 4659.533333333334, + "n_pred": 5304.166666666667, + "n_ref": 5700.133333333333 + }, + "5": { + "Dice": 0.6484467501352558, + "FN": 941.7, + "FP": 497.76666666666665, + "IoU": 0.541641955991912, + "TN": 268236.5333333333, + "TP": 2298.4, + "n_pred": 2796.1666666666665, + "n_ref": 3240.1 + }, + "6": { + "Dice": 0.8687075178402395, + "FN": 1291.1666666666667, + "FP": 3219.3, + "IoU": 0.7895127640173601, + "TN": 249480.1, + "TP": 17983.833333333332, + "n_pred": 21203.133333333335, + "n_ref": 19275.0 + }, + "7": { + "Dice": 0.6603701560635443, + "FN": 3023.7, + "FP": 1275.4666666666667, + "IoU": 0.5458854060110331, + "TN": 260353.5, + "TP": 7321.733333333334, + "n_pred": 8597.2, + "n_ref": 10345.433333333332 + }, + "8": { + "Dice": 0.9249826739645075, + "FN": 648.4333333333333, + "FP": 369.8, + "IoU": 0.8690411302246, + "TN": 263842.0333333333, + "TP": 7114.133333333333, + "n_pred": 7483.933333333333, + "n_ref": 7762.566666666667 + }, + "9": { + "Dice": 0.7156822501247562, + "FN": 1191.4, + "FP": 969.5666666666667, + "IoU": 0.6184514690628344, + "TN": 264612.6, + "TP": 5200.833333333333, + "n_pred": 6170.4, + "n_ref": 6392.233333333334 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.10189315095648727, + "FN": 9054, + "FP": 7, + "IoU": 0.05368146214099217, + "TN": 187033, + "TP": 514, + "n_pred": 521, + "n_ref": 9568 + }, + "10": { + "Dice": 0.7764802631578948, + "FN": 1811, + "FP": 907, + "IoU": 0.6346283102567549, + "TN": 189169, + "TP": 4721, + "n_pred": 5628, + "n_ref": 6532 + }, + "11": { + "Dice": 0.6398078975453575, + "FN": 708, + "FP": 642, + "IoU": 0.47038054138877994, + "TN": 194059, + "TP": 1199, + "n_pred": 1841, + "n_ref": 1907 + }, + "12": { + "Dice": 0.0, + "FN": 102, + "FP": 69, + "IoU": 0.0, + "TN": 196437, + "TP": 0, + "n_pred": 69, + "n_ref": 102 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.6589261049723757, + "FN": 97, + "FP": 7805, + "IoU": 0.4913421306726746, + "TN": 181073, + "TP": 7633, + "n_pred": 15438, + "n_ref": 7730 + }, + "15": { + "Dice": 0.8456678093701687, + "FN": 3093, + "FP": 1499, + "IoU": 0.7326035055028242, + "TN": 179435, + "TP": 12581, + "n_pred": 14080, + "n_ref": 15674 + }, + "2": { + "Dice": 0.7645003494060097, + "FN": 449, + "FP": 562, + "IoU": 0.6187782805429864, + "TN": 193956, + "TP": 1641, + "n_pred": 2203, + "n_ref": 2090 + }, + "3": { + "Dice": 0.0, + "FN": 12163, + "FP": 234, + "IoU": 0.0, + "TN": 184211, + "TP": 0, + "n_pred": 234, + "n_ref": 12163 + }, + "4": { + "Dice": 0.0, + "FN": 168, + "FP": 0, + "IoU": 0.0, + "TN": 196440, + "TP": 0, + "n_pred": 0, + "n_ref": 168 + }, + "5": { + "Dice": 0.6133617626154939, + "FN": 1017, + "FP": 71, + "IoU": 0.442337262942081, + "TN": 194657, + "TP": 863, + "n_pred": 934, + "n_ref": 1880 + }, + "6": { + "Dice": 0.2043597702379678, + "FN": 523, + "FP": 21778, + "IoU": 0.11380886151400756, + "TN": 171443, + "TP": 2864, + "n_pred": 24642, + "n_ref": 3387 + }, + "7": { + "Dice": 0.5253944489231832, + "FN": 3343, + "FP": 778, + "IoU": 0.3562949078412996, + "TN": 190206, + "TP": 2281, + "n_pred": 3059, + "n_ref": 5624 + }, + "8": { + "Dice": 0.8322612568035626, + "FN": 157, + "FP": 182, + "IoU": 0.7127118644067797, + "TN": 195428, + "TP": 841, + "n_pred": 1023, + "n_ref": 998 + }, + "9": { + "Dice": 0.0, + "FN": 22, + "FP": 39, + "IoU": 0.0, + "TN": 196547, + "TP": 0, + "n_pred": 39, + "n_ref": 22 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0005.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0005.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7220769854863427, + "FN": 369, + "FP": 2714, + "IoU": 0.5650395033860045, + "TN": 255056, + "TP": 4005, + "n_pred": 6719, + "n_ref": 4374 + }, + "11": { + "Dice": 0.38257575757575757, + "FN": 587, + "FP": 65, + "IoU": 0.23653395784543327, + "TN": 261290, + "TP": 202, + "n_pred": 267, + "n_ref": 789 + }, + "12": { + "Dice": 0.43111366245694605, + "FN": 1693, + "FP": 289, + "IoU": 0.2747896084888401, + "TN": 259411, + "TP": 751, + "n_pred": 1040, + "n_ref": 2444 + }, + "13": { + "Dice": 0.7194888178913738, + "FN": 632, + "FP": 246, + "IoU": 0.56187624750499, + "TN": 260140, + "TP": 1126, + "n_pred": 1372, + "n_ref": 1758 + }, + "14": { + "Dice": 0.7035381750465549, + "FN": 539, + "FP": 5829, + "IoU": 0.5426601551278368, + "TN": 248220, + "TP": 7556, + "n_pred": 13385, + "n_ref": 8095 + }, + "15": { + "Dice": 0.6839730377137764, + "FN": 753, + "FP": 4920, + "IoU": 0.5197257026752455, + "TN": 250332, + "TP": 6139, + "n_pred": 11059, + "n_ref": 6892 + }, + "2": { + "Dice": 0.771813681636548, + "FN": 6736, + "FP": 916, + "IoU": 0.6284174233962997, + "TN": 241551, + "TP": 12941, + "n_pred": 13857, + "n_ref": 19677 + }, + "3": { + "Dice": 0.6466896768120489, + "FN": 288, + "FP": 4216, + "IoU": 0.4778576396939485, + "TN": 253518, + "TP": 4122, + "n_pred": 8338, + "n_ref": 4410 + }, + "4": { + "Dice": 0.8284662960933219, + "FN": 1575, + "FP": 616, + "IoU": 0.7071638599304999, + "TN": 254662, + "TP": 5291, + "n_pred": 5907, + "n_ref": 6866 + }, + "5": { + "Dice": 0.7827211588204863, + "FN": 641, + "FP": 1039, + "IoU": 0.6430089247768805, + "TN": 257438, + "TP": 3026, + "n_pred": 4065, + "n_ref": 3667 + }, + "6": { + "Dice": 0.8606947503019109, + "FN": 3285, + "FP": 2598, + "IoU": 0.7554557924928296, + "TN": 238087, + "TP": 18174, + "n_pred": 20772, + "n_ref": 21459 + }, + "7": { + "Dice": 0.9055180627233029, + "FN": 2237, + "FP": 143, + "IoU": 0.8273485672832789, + "TN": 248359, + "TP": 11405, + "n_pred": 11548, + "n_ref": 13642 + }, + "8": { + "Dice": 0.8895, + "FN": 1148, + "FP": 178, + "IoU": 0.8009905447996398, + "TN": 255481, + "TP": 5337, + "n_pred": 5515, + "n_ref": 6485 + }, + "9": { + "Dice": 0.47845117845117846, + "FN": 318, + "FP": 2780, + "IoU": 0.314450099579553, + "TN": 257625, + "TP": 1421, + "n_pred": 4201, + "n_ref": 1739 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0016.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0016.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 46, + "IoU": 0.0, + "TN": 262098, + "TP": 0, + "n_pred": 46, + "n_ref": 0 + }, + "10": { + "Dice": 0.8301886792452831, + "FN": 127, + "FP": 845, + "IoU": 0.7096774193548387, + "TN": 258796, + "TP": 2376, + "n_pred": 3221, + "n_ref": 2503 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 27, + "FP": 26, + "IoU": 0.0, + "TN": 262091, + "TP": 0, + "n_pred": 26, + "n_ref": 27 + }, + "14": { + "Dice": 0.9474678760393046, + "FN": 950, + "FP": 162, + "IoU": 0.9001795332136445, + "TN": 251004, + "TP": 10028, + "n_pred": 10190, + "n_ref": 10978 + }, + "15": { + "Dice": 0.8367129135538954, + "FN": 2236, + "FP": 977, + "IoU": 0.7192660550458716, + "TN": 250699, + "TP": 8232, + "n_pred": 9209, + "n_ref": 10468 + }, + "2": { + "Dice": 0.8402903811252269, + "FN": 1805, + "FP": 131, + "IoU": 0.7245696400625978, + "TN": 255115, + "TP": 5093, + "n_pred": 5224, + "n_ref": 6898 + }, + "3": { + "Dice": 0.8612349141168811, + "FN": 173, + "FP": 2598, + "IoU": 0.7562884784520668, + "TN": 250774, + "TP": 8599, + "n_pred": 11197, + "n_ref": 8772 + }, + "4": { + "Dice": 0.9481248810203693, + "FN": 509, + "FP": 581, + "IoU": 0.901366392181703, + "TN": 251093, + "TP": 9961, + "n_pred": 10542, + "n_ref": 10470 + }, + "5": { + "Dice": 0.708450616125602, + "FN": 4235, + "FP": 426, + "IoU": 0.5485277024409144, + "TN": 251820, + "TP": 5663, + "n_pred": 6089, + "n_ref": 9898 + }, + "6": { + "Dice": 0.927357547484172, + "FN": 978, + "FP": 2946, + "IoU": 0.8645542093817956, + "TN": 233173, + "TP": 25047, + "n_pred": 27993, + "n_ref": 26025 + }, + "7": { + "Dice": 0.6835862068965517, + "FN": 8702, + "FP": 474, + "IoU": 0.519279128248114, + "TN": 243056, + "TP": 9912, + "n_pred": 10386, + "n_ref": 18614 + }, + "8": { + "Dice": 0.9298810356892933, + "FN": 899, + "FP": 103, + "IoU": 0.8689510855349202, + "TN": 254498, + "TP": 6644, + "n_pred": 6747, + "n_ref": 7543 + }, + "9": { + "Dice": 0.8322715647523832, + "FN": 2498, + "FP": 1109, + "IoU": 0.712726983115642, + "TN": 249588, + "TP": 8949, + "n_pred": 10058, + "n_ref": 11447 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0017.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0017.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9030990173847316, + "FN": 729, + "FP": 1194, + "IoU": 0.8233186328555678, + "TN": 251260, + "TP": 8961, + "n_pred": 10155, + "n_ref": 9690 + }, + "10": { + "Dice": 0.6785172339041838, + "FN": 1067, + "FP": 3382, + "IoU": 0.5134514435695539, + "TN": 253000, + "TP": 4695, + "n_pred": 8077, + "n_ref": 5762 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 62, + "IoU": 0.0, + "TN": 262082, + "TP": 0, + "n_pred": 62, + "n_ref": 0 + }, + "12": { + "Dice": 0.4351851851851852, + "FN": 505, + "FP": 349, + "IoU": 0.2781065088757396, + "TN": 260961, + "TP": 329, + "n_pred": 678, + "n_ref": 834 + }, + "13": { + "Dice": 0.6789870689655172, + "FN": 1369, + "FP": 4589, + "IoU": 0.5139897218370177, + "TN": 249885, + "TP": 6301, + "n_pred": 10890, + "n_ref": 7670 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 6104, + "IoU": 0.0, + "TN": 256040, + "TP": 0, + "n_pred": 6104, + "n_ref": 0 + }, + "2": { + "Dice": 0.9289002003573943, + "FN": 623, + "FP": 690, + "IoU": 0.8672396359959555, + "TN": 252254, + "TP": 8577, + "n_pred": 9267, + "n_ref": 9200 + }, + "3": { + "Dice": 0.9613575578714378, + "FN": 686, + "FP": 571, + "IoU": 0.925590481264429, + "TN": 245251, + "TP": 15636, + "n_pred": 16207, + "n_ref": 16322 + }, + "4": { + "Dice": 0.7631076516375386, + "FN": 2993, + "FP": 233, + "IoU": 0.6169555924958442, + "TN": 253722, + "TP": 5196, + "n_pred": 5429, + "n_ref": 8189 + }, + "5": { + "Dice": 0.6923076923076923, + "FN": 6, + "FP": 26, + "IoU": 0.5294117647058824, + "TN": 262076, + "TP": 36, + "n_pred": 62, + "n_ref": 42 + }, + "6": { + "Dice": 0.9356259426847662, + "FN": 2097, + "FP": 1104, + "IoU": 0.8790386577485546, + "TN": 235681, + "TP": 23262, + "n_pred": 24366, + "n_ref": 25359 + }, + "7": { + "Dice": 0.7825777597072576, + "FN": 130, + "FP": 4148, + "IoU": 0.642815396176004, + "TN": 250167, + "TP": 7699, + "n_pred": 11847, + "n_ref": 7829 + }, + "8": { + "Dice": 0.9590933238887905, + "FN": 259, + "FP": 203, + "IoU": 0.9214018373596461, + "TN": 256266, + "TP": 5416, + "n_pred": 5619, + "n_ref": 5675 + }, + "9": { + "Dice": 0.9523103166950976, + "FN": 490, + "FP": 153, + "IoU": 0.9089621973665581, + "TN": 255081, + "TP": 6420, + "n_pred": 6573, + "n_ref": 6910 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0025.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0025.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 20, + "IoU": 0.0, + "TN": 262124, + "TP": 0, + "n_pred": 20, + "n_ref": 0 + }, + "10": { + "Dice": 0.5, + "FN": 40, + "FP": 266, + "IoU": 0.3333333333333333, + "TN": 261685, + "TP": 153, + "n_pred": 419, + "n_ref": 193 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 13, + "IoU": 0.0, + "TN": 262131, + "TP": 0, + "n_pred": 13, + "n_ref": 0 + }, + "12": { + "Dice": 0.827680090754396, + "FN": 854, + "FP": 665, + "IoU": 0.7060189665182891, + "TN": 256977, + "TP": 3648, + "n_pred": 4313, + "n_ref": 4502 + }, + "13": { + "Dice": 0.7544163491513682, + "FN": 662, + "FP": 47, + "IoU": 0.6056729699666296, + "TN": 260346, + "TP": 1089, + "n_pred": 1136, + "n_ref": 1751 + }, + "14": { + "Dice": 0.9567721367111172, + "FN": 0, + "FP": 1261, + "IoU": 0.9171267087276551, + "TN": 246928, + "TP": 13955, + "n_pred": 15216, + "n_ref": 13955 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 262143, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "2": { + "Dice": 0.9218657159833631, + "FN": 891, + "FP": 161, + "IoU": 0.8550564893910169, + "TN": 254886, + "TP": 6206, + "n_pred": 6367, + "n_ref": 7097 + }, + "3": { + "Dice": 0.6226415094339622, + "FN": 77, + "FP": 843, + "IoU": 0.4520547945205479, + "TN": 260465, + "TP": 759, + "n_pred": 1602, + "n_ref": 836 + }, + "4": { + "Dice": 0.9060127231684794, + "FN": 928, + "FP": 904, + "IoU": 0.8281748264865879, + "TN": 251482, + "TP": 8830, + "n_pred": 9734, + "n_ref": 9758 + }, + "5": { + "Dice": 0.7033038927052666, + "FN": 1732, + "FP": 82, + "IoU": 0.5423814328960646, + "TN": 258180, + "TP": 2150, + "n_pred": 2232, + "n_ref": 3882 + }, + "6": { + "Dice": 0.8847124117053481, + "FN": 425, + "FP": 489, + "IoU": 0.7932594435648044, + "TN": 257723, + "TP": 3507, + "n_pred": 3996, + "n_ref": 3932 + }, + "7": { + "Dice": 0.0, + "FN": 237, + "FP": 0, + "IoU": 0.0, + "TN": 261907, + "TP": 0, + "n_pred": 0, + "n_ref": 237 + }, + "8": { + "Dice": 0.9368410808706653, + "FN": 1530, + "FP": 417, + "IoU": 0.8811863062183438, + "TN": 245757, + "TP": 14440, + "n_pred": 14857, + "n_ref": 15970 + }, + "9": { + "Dice": 0.7720444154147615, + "FN": 224, + "FP": 125, + "IoU": 0.6287234042553191, + "TN": 261204, + "TP": 591, + "n_pred": 716, + "n_ref": 815 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0027.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0027.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 24, + "IoU": 0.0, + "TN": 245736, + "TP": 0, + "n_pred": 24, + "n_ref": 0 + }, + "10": { + "Dice": 0.7371128716946188, + "FN": 1814, + "FP": 741, + "IoU": 0.5836728043017761, + "TN": 239623, + "TP": 3582, + "n_pred": 4323, + "n_ref": 5396 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 245759, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7826401446654612, + "FN": 304, + "FP": 1499, + "IoU": 0.6428995840760546, + "TN": 240711, + "TP": 3246, + "n_pred": 4745, + "n_ref": 3550 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 391, + "IoU": 0.0, + "TN": 245369, + "TP": 0, + "n_pred": 391, + "n_ref": 0 + }, + "15": { + "Dice": 0.7601830320306053, + "FN": 3137, + "FP": 60, + "IoU": 0.6131413359148112, + "TN": 237496, + "TP": 5067, + "n_pred": 5127, + "n_ref": 8204 + }, + "2": { + "Dice": 0.954294139329156, + "FN": 354, + "FP": 390, + "IoU": 0.9125837151921043, + "TN": 237249, + "TP": 7767, + "n_pred": 8157, + "n_ref": 8121 + }, + "3": { + "Dice": 0.9714781029429975, + "FN": 358, + "FP": 333, + "IoU": 0.9445380849185327, + "TN": 233301, + "TP": 11768, + "n_pred": 12101, + "n_ref": 12126 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 245752, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "5": { + "Dice": 0.8338173250780779, + "FN": 1247, + "FP": 1786, + "IoU": 0.7149971809810186, + "TN": 235118, + "TP": 7609, + "n_pred": 9395, + "n_ref": 8856 + }, + "6": { + "Dice": 0.9420160901642383, + "FN": 2225, + "FP": 903, + "IoU": 0.8903879174405158, + "TN": 217223, + "TP": 25409, + "n_pred": 26312, + "n_ref": 27634 + }, + "7": { + "Dice": 0.8368314150304672, + "FN": 284, + "FP": 439, + "IoU": 0.719441210710128, + "TN": 243183, + "TP": 1854, + "n_pred": 2293, + "n_ref": 2138 + }, + "8": { + "Dice": 0.8956769055745165, + "FN": 1618, + "FP": 216, + "IoU": 0.8110641804883074, + "TN": 236053, + "TP": 7873, + "n_pred": 8089, + "n_ref": 9491 + }, + "9": { + "Dice": 0.7958132860639825, + "FN": 295, + "FP": 2124, + "IoU": 0.6608720033646432, + "TN": 238627, + "TP": 4714, + "n_pred": 6838, + "n_ref": 5009 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0033.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0033.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.02789400278940028, + "FN": 1634, + "FP": 457, + "IoU": 0.014144271570014143, + "TN": 276407, + "TP": 30, + "n_pred": 487, + "n_ref": 1664 + }, + "11": { + "Dice": 0.0, + "FN": 201, + "FP": 0, + "IoU": 0.0, + "TN": 278327, + "TP": 0, + "n_pred": 0, + "n_ref": 201 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7403577180639146, + "FN": 4318, + "FP": 1808, + "IoU": 0.5877523553162853, + "TN": 263668, + "TP": 8734, + "n_pred": 10542, + "n_ref": 13052 + }, + "14": { + "Dice": 0.9087230750922289, + "FN": 1432, + "FP": 102, + "IoU": 0.8327153762268266, + "TN": 269358, + "TP": 7636, + "n_pred": 7738, + "n_ref": 9068 + }, + "15": { + "Dice": 0.6997558991049634, + "FN": 1158, + "FP": 1794, + "IoU": 0.5381727158948686, + "TN": 272136, + "TP": 3440, + "n_pred": 5234, + "n_ref": 4598 + }, + "2": { + "Dice": 0.9460011436974104, + "FN": 472, + "FP": 189, + "IoU": 0.8975352658502558, + "TN": 272077, + "TP": 5790, + "n_pred": 5979, + "n_ref": 6262 + }, + "3": { + "Dice": 0.9633112249181429, + "FN": 154, + "FP": 283, + "IoU": 0.9292193067703272, + "TN": 272354, + "TP": 5737, + "n_pred": 6020, + "n_ref": 5891 + }, + "4": { + "Dice": 0.9056589266492389, + "FN": 1674, + "FP": 780, + "IoU": 0.8275837841635636, + "TN": 264295, + "TP": 11779, + "n_pred": 12559, + "n_ref": 13453 + }, + "5": { + "Dice": 0.004914004914004914, + "FN": 404, + "FP": 1, + "IoU": 0.0024630541871921183, + "TN": 278122, + "TP": 1, + "n_pred": 2, + "n_ref": 405 + }, + "6": { + "Dice": 0.9320090963939296, + "FN": 520, + "FP": 2410, + "IoU": 0.8726751260212063, + "TN": 255516, + "TP": 20082, + "n_pred": 22492, + "n_ref": 20602 + }, + "7": { + "Dice": 0.7046715589761947, + "FN": 2893, + "FP": 407, + "IoU": 0.5440099488738428, + "TN": 271291, + "TP": 3937, + "n_pred": 4344, + "n_ref": 6830 + }, + "8": { + "Dice": 0.9368335764057689, + "FN": 581, + "FP": 1368, + "IoU": 0.8811730276795513, + "TN": 262126, + "TP": 14453, + "n_pred": 15821, + "n_ref": 15034 + }, + "9": { + "Dice": 0.8230316198753502, + "FN": 2587, + "FP": 508, + "IoU": 0.699280994947532, + "TN": 268236, + "TP": 7197, + "n_pred": 7705, + "n_ref": 9784 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0042.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0042.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 64, + "IoU": 0.0, + "TN": 294848, + "TP": 0, + "n_pred": 64, + "n_ref": 0 + }, + "10": { + "Dice": 0.5938897168405365, + "FN": 4967, + "FP": 3753, + "IoU": 0.42236354001059884, + "TN": 279816, + "TP": 6376, + "n_pred": 10129, + "n_ref": 11343 + }, + "11": { + "Dice": 0.7743307924126928, + "FN": 525, + "FP": 748, + "IoU": 0.631761643043101, + "TN": 291455, + "TP": 2184, + "n_pred": 2932, + "n_ref": 2709 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 294912, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 4247, + "FP": 564, + "IoU": 0.0, + "TN": 290101, + "TP": 0, + "n_pred": 564, + "n_ref": 4247 + }, + "14": { + "Dice": 0.9078547035082273, + "FN": 195, + "FP": 2773, + "IoU": 0.8312581727215873, + "TN": 277323, + "TP": 14621, + "n_pred": 17394, + "n_ref": 14816 + }, + "15": { + "Dice": 0.8175219023779725, + "FN": 316, + "FP": 2600, + "IoU": 0.6913632514817951, + "TN": 285464, + "TP": 6532, + "n_pred": 9132, + "n_ref": 6848 + }, + "2": { + "Dice": 0.9494801366749278, + "FN": 1858, + "FP": 1587, + "IoU": 0.9038193087274554, + "TN": 259094, + "TP": 32373, + "n_pred": 33960, + "n_ref": 34231 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 239, + "IoU": 0.0, + "TN": 294673, + "TP": 0, + "n_pred": 239, + "n_ref": 0 + }, + "4": { + "Dice": 0.054094665664913597, + "FN": 2645, + "FP": 2391, + "IoU": 0.027799227799227798, + "TN": 289732, + "TP": 144, + "n_pred": 2535, + "n_ref": 2789 + }, + "5": { + "Dice": 0.0, + "FN": 15, + "FP": 0, + "IoU": 0.0, + "TN": 294897, + "TP": 0, + "n_pred": 0, + "n_ref": 15 + }, + "6": { + "Dice": 0.8071602463124732, + "FN": 4127, + "FP": 9339, + "IoU": 0.6766711486746062, + "TN": 253264, + "TP": 28182, + "n_pred": 37521, + "n_ref": 32309 + }, + "7": { + "Dice": 0.5411764705882353, + "FN": 1804, + "FP": 302, + "IoU": 0.3709677419354839, + "TN": 291564, + "TP": 1242, + "n_pred": 1544, + "n_ref": 3046 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 294912, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7815214813856733, + "FN": 7101, + "FP": 3034, + "IoU": 0.641391267426226, + "TN": 266650, + "TP": 18127, + "n_pred": 21161, + "n_ref": 25228 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0049.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0049.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8108461287161058, + "FN": 845, + "FP": 2050, + "IoU": 0.6818681318681319, + "TN": 236660, + "TP": 6205, + "n_pred": 8255, + "n_ref": 7050 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 51, + "IoU": 0.0, + "TN": 245709, + "TP": 0, + "n_pred": 51, + "n_ref": 0 + }, + "12": { + "Dice": 0.7951927891837757, + "FN": 331, + "FP": 78, + "IoU": 0.6600166251039069, + "TN": 244557, + "TP": 794, + "n_pred": 872, + "n_ref": 1125 + }, + "13": { + "Dice": 0.6831156534573505, + "FN": 5341, + "FP": 6038, + "IoU": 0.5187362544408729, + "TN": 222116, + "TP": 12265, + "n_pred": 18303, + "n_ref": 17606 + }, + "14": { + "Dice": 0.8198175992112399, + "FN": 472, + "FP": 1721, + "IoU": 0.6946532999164579, + "TN": 238578, + "TP": 4989, + "n_pred": 6710, + "n_ref": 5461 + }, + "15": { + "Dice": 0.8455284552845529, + "FN": 378, + "FP": 553, + "IoU": 0.7323943661971831, + "TN": 242281, + "TP": 2548, + "n_pred": 3101, + "n_ref": 2926 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.7122302158273381, + "FN": 3, + "FP": 77, + "IoU": 0.553072625698324, + "TN": 245581, + "TP": 99, + "n_pred": 176, + "n_ref": 102 + }, + "4": { + "Dice": 0.8505927085663163, + "FN": 292, + "FP": 1044, + "IoU": 0.7400272426542129, + "TN": 240621, + "TP": 3803, + "n_pred": 4847, + "n_ref": 4095 + }, + "5": { + "Dice": 0.706839562674803, + "FN": 2739, + "FP": 720, + "IoU": 0.5465985057019268, + "TN": 238131, + "TP": 4170, + "n_pred": 4890, + "n_ref": 6909 + }, + "6": { + "Dice": 0.928363647987725, + "FN": 1600, + "FP": 641, + "IoU": 0.866304736904904, + "TN": 228998, + "TP": 14521, + "n_pred": 15162, + "n_ref": 16121 + }, + "7": { + "Dice": 0.6223758952827859, + "FN": 1425, + "FP": 104, + "IoU": 0.45177482968806026, + "TN": 242971, + "TP": 1260, + "n_pred": 1364, + "n_ref": 2685 + }, + "8": { + "Dice": 0.9070877708409842, + "FN": 472, + "FP": 287, + "IoU": 0.8299731182795699, + "TN": 241296, + "TP": 3705, + "n_pred": 3992, + "n_ref": 4177 + }, + "9": { + "Dice": 0.8794573178052587, + "FN": 775, + "FP": 1233, + "IoU": 0.7848494589092467, + "TN": 236427, + "TP": 7325, + "n_pred": 8558, + "n_ref": 8100 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0064.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0064.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9699859611753885, + "FN": 1070, + "FP": 170, + "IoU": 0.9417211072989613, + "TN": 273635, + "TP": 20037, + "n_pred": 20207, + "n_ref": 21107 + }, + "10": { + "Dice": 0.0, + "FN": 32, + "FP": 1028, + "IoU": 0.0, + "TN": 293852, + "TP": 0, + "n_pred": 1028, + "n_ref": 32 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 294912, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.828590337524818, + "FN": 243, + "FP": 534, + "IoU": 0.7073446327683616, + "TN": 292257, + "TP": 1878, + "n_pred": 2412, + "n_ref": 2121 + }, + "13": { + "Dice": 0.8257876069267682, + "FN": 3608, + "FP": 1402, + "IoU": 0.7032693674484719, + "TN": 278028, + "TP": 11874, + "n_pred": 13276, + "n_ref": 15482 + }, + "14": { + "Dice": 0.8544426779720897, + "FN": 153, + "FP": 3143, + "IoU": 0.7458750963762529, + "TN": 281942, + "TP": 9674, + "n_pred": 12817, + "n_ref": 9827 + }, + "15": { + "Dice": 0.7482576916539181, + "FN": 250, + "FP": 4193, + "IoU": 0.5977729494839761, + "TN": 283866, + "TP": 6603, + "n_pred": 10796, + "n_ref": 6853 + }, + "2": { + "Dice": 0.5316973415132924, + "FN": 47, + "FP": 182, + "IoU": 0.362116991643454, + "TN": 294553, + "TP": 130, + "n_pred": 312, + "n_ref": 177 + }, + "3": { + "Dice": 0.9584872211552666, + "FN": 136, + "FP": 426, + "IoU": 0.9202836879432624, + "TN": 287862, + "TP": 6488, + "n_pred": 6914, + "n_ref": 6624 + }, + "4": { + "Dice": 0.8696573648887319, + "FN": 903, + "FP": 2418, + "IoU": 0.769375, + "TN": 280512, + "TP": 11079, + "n_pred": 13497, + "n_ref": 11982 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 294912, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8735023361243466, + "FN": 1608, + "FP": 9330, + "IoU": 0.7754142455290228, + "TN": 246209, + "TP": 37765, + "n_pred": 47095, + "n_ref": 39373 + }, + "7": { + "Dice": 0.6597628029686614, + "FN": 13519, + "FP": 280, + "IoU": 0.4922731621164177, + "TN": 267734, + "TP": 13379, + "n_pred": 13659, + "n_ref": 26898 + }, + "8": { + "Dice": 0.9574357192494788, + "FN": 356, + "FP": 134, + "IoU": 0.918346942176304, + "TN": 288911, + "TP": 5511, + "n_pred": 5645, + "n_ref": 5867 + }, + "9": { + "Dice": 0.8226749335695306, + "FN": 1073, + "FP": 929, + "IoU": 0.6987661751429431, + "TN": 288266, + "TP": 4644, + "n_pred": 5573, + "n_ref": 5717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0069.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0069.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.960111443326991, + "FN": 830, + "FP": 344, + "IoU": 0.9232830164020127, + "TN": 263225, + "TP": 14129, + "n_pred": 14473, + "n_ref": 14959 + }, + "10": { + "Dice": 0.6211382113821138, + "FN": 593, + "FP": 339, + "IoU": 0.45047169811320753, + "TN": 276832, + "TP": 764, + "n_pred": 1103, + "n_ref": 1357 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 341, + "IoU": 0.0, + "TN": 278187, + "TP": 0, + "n_pred": 341, + "n_ref": 0 + }, + "12": { + "Dice": 0.5521646557842441, + "FN": 265, + "FP": 997, + "IoU": 0.3813725490196078, + "TN": 276488, + "TP": 778, + "n_pred": 1775, + "n_ref": 1043 + }, + "13": { + "Dice": 0.8405844155844155, + "FN": 106, + "FP": 2840, + "IoU": 0.7250070008401008, + "TN": 267815, + "TP": 7767, + "n_pred": 10607, + "n_ref": 7873 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.931438127090301, + "FN": 788, + "FP": 32, + "IoU": 0.8716744913928013, + "TN": 272138, + "TP": 5570, + "n_pred": 5602, + "n_ref": 6358 + }, + "3": { + "Dice": 0.9609896233968069, + "FN": 386, + "FP": 2099, + "IoU": 0.9249085909406823, + "TN": 245435, + "TP": 30608, + "n_pred": 32707, + "n_ref": 30994 + }, + "4": { + "Dice": 0.7390138229832887, + "FN": 1255, + "FP": 10, + "IoU": 0.5860602094240838, + "TN": 275472, + "TP": 1791, + "n_pred": 1801, + "n_ref": 3046 + }, + "5": { + "Dice": 0.9009747452370404, + "FN": 844, + "FP": 50, + "IoU": 0.8197943962910703, + "TN": 273567, + "TP": 4067, + "n_pred": 4117, + "n_ref": 4911 + }, + "6": { + "Dice": 0.7572274468826193, + "FN": 2236, + "FP": 1249, + "IoU": 0.609304932735426, + "TN": 269608, + "TP": 5435, + "n_pred": 6684, + "n_ref": 7671 + }, + "7": { + "Dice": 0.7825678179354589, + "FN": 5059, + "FP": 2804, + "IoU": 0.642801980647799, + "TN": 256515, + "TP": 14150, + "n_pred": 16954, + "n_ref": 19209 + }, + "8": { + "Dice": 0.9440928270042194, + "FN": 58, + "FP": 48, + "IoU": 0.8941058941058941, + "TN": 277527, + "TP": 895, + "n_pred": 943, + "n_ref": 953 + }, + "9": { + "Dice": 0.23005181347150258, + "FN": 743, + "FP": 0, + "IoU": 0.12997658079625293, + "TN": 277674, + "TP": 111, + "n_pred": 111, + "n_ref": 854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0119.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0119.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8506535086067272, + "FN": 2703, + "FP": 1262, + "IoU": 0.740119289506456, + "TN": 230503, + "TP": 11292, + "n_pred": 12554, + "n_ref": 13995 + }, + "11": { + "Dice": 0.6413469068128426, + "FN": 427, + "FP": 489, + "IoU": 0.47204610951008646, + "TN": 244025, + "TP": 819, + "n_pred": 1308, + "n_ref": 1246 + }, + "12": { + "Dice": 0.2592818015824711, + "FN": 994, + "FP": 223, + "IoU": 0.14895104895104896, + "TN": 244330, + "TP": 213, + "n_pred": 436, + "n_ref": 1207 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.6956904133685137, + "FN": 213, + "FP": 6015, + "IoU": 0.533378287255563, + "TN": 232413, + "TP": 7119, + "n_pred": 13134, + "n_ref": 7332 + }, + "15": { + "Dice": 0.5658324265505985, + "FN": 740, + "FP": 457, + "IoU": 0.3945371775417299, + "TN": 243783, + "TP": 780, + "n_pred": 1237, + "n_ref": 1520 + }, + "2": { + "Dice": 0.9444386149003148, + "FN": 1645, + "FP": 473, + "IoU": 0.894726378050599, + "TN": 225641, + "TP": 18001, + "n_pred": 18474, + "n_ref": 19646 + }, + "3": { + "Dice": 0.9517857142857142, + "FN": 337, + "FP": 743, + "IoU": 0.9080068143100511, + "TN": 234020, + "TP": 10660, + "n_pred": 11403, + "n_ref": 10997 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 297, + "IoU": 0.0, + "TN": 245463, + "TP": 0, + "n_pred": 297, + "n_ref": 0 + }, + "5": { + "Dice": 0.46920821114369504, + "FN": 72, + "FP": 1014, + "IoU": 0.3065134099616858, + "TN": 244194, + "TP": 480, + "n_pred": 1494, + "n_ref": 552 + }, + "6": { + "Dice": 0.9383724889342867, + "FN": 1462, + "FP": 1253, + "IoU": 0.8838999358563181, + "TN": 222375, + "TP": 20670, + "n_pred": 21923, + "n_ref": 22132 + }, + "7": { + "Dice": 0.5439222968147408, + "FN": 3032, + "FP": 161, + "IoU": 0.3735530704335884, + "TN": 240663, + "TP": 1904, + "n_pred": 2065, + "n_ref": 4936 + }, + "8": { + "Dice": 0.920988965598631, + "FN": 358, + "FP": 981, + "IoU": 0.8535491632943235, + "TN": 236617, + "TP": 7804, + "n_pred": 8785, + "n_ref": 8162 + }, + "9": { + "Dice": 0.8316645807259074, + "FN": 371, + "FP": 167, + "IoU": 0.7118371719335833, + "TN": 243893, + "TP": 1329, + "n_pred": 1496, + "n_ref": 1700 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0133.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0133.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8973255715852527, + "FN": 2324, + "FP": 110, + "IoU": 0.8137719969395563, + "TN": 265458, + "TP": 10636, + "n_pred": 10746, + "n_ref": 12960 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 309, + "IoU": 0.0, + "TN": 278219, + "TP": 0, + "n_pred": 309, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.802388399203867, + "FN": 606, + "FP": 89, + "IoU": 0.6699905033238367, + "TN": 276422, + "TP": 1411, + "n_pred": 1500, + "n_ref": 2017 + }, + "14": { + "Dice": 0.0, + "FN": 1345, + "FP": 7059, + "IoU": 0.0, + "TN": 270124, + "TP": 0, + "n_pred": 7059, + "n_ref": 1345 + }, + "15": { + "Dice": 0.30421875, + "FN": 6816, + "FP": 10996, + "IoU": 0.1793974016400995, + "TN": 256822, + "TP": 3894, + "n_pred": 14890, + "n_ref": 10710 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9425062386847385, + "FN": 252, + "FP": 923, + "IoU": 0.8912641125300759, + "TN": 267722, + "TP": 9631, + "n_pred": 10554, + "n_ref": 9883 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 84, + "IoU": 0.0, + "TN": 278444, + "TP": 0, + "n_pred": 84, + "n_ref": 0 + }, + "5": { + "Dice": 0.6394567251056753, + "FN": 1867, + "FP": 3336, + "IoU": 0.47000101864113275, + "TN": 268711, + "TP": 4614, + "n_pred": 7950, + "n_ref": 6481 + }, + "6": { + "Dice": 0.8128284709290295, + "FN": 456, + "FP": 4067, + "IoU": 0.6846765197992192, + "TN": 264184, + "TP": 9821, + "n_pred": 13888, + "n_ref": 10277 + }, + "7": { + "Dice": 0.8197088465845465, + "FN": 2479, + "FP": 4122, + "IoU": 0.6944971537001897, + "TN": 256921, + "TP": 15006, + "n_pred": 19128, + "n_ref": 17485 + }, + "8": { + "Dice": 0.964690280156932, + "FN": 420, + "FP": 858, + "IoU": 0.9317890691716482, + "TN": 259792, + "TP": 17458, + "n_pred": 18316, + "n_ref": 17878 + }, + "9": { + "Dice": 0.8182529649027752, + "FN": 719, + "FP": 2300, + "IoU": 0.6924095771777891, + "TN": 268713, + "TP": 6796, + "n_pred": 9096, + "n_ref": 7515 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0171.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0171.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.22727272727272727, + "FN": 21, + "FP": 115, + "IoU": 0.1282051282051282, + "TN": 261988, + "TP": 20, + "n_pred": 135, + "n_ref": 41 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 12, + "IoU": 0.0, + "TN": 262132, + "TP": 0, + "n_pred": 12, + "n_ref": 0 + }, + "11": { + "Dice": 0.7647058823529411, + "FN": 5, + "FP": 3, + "IoU": 0.6190476190476191, + "TN": 262123, + "TP": 13, + "n_pred": 16, + "n_ref": 18 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 262137, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "13": { + "Dice": 0.25082450963374414, + "FN": 8570, + "FP": 62, + "IoU": 0.14339585194006152, + "TN": 252067, + "TP": 1445, + "n_pred": 1507, + "n_ref": 10015 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1103, + "IoU": 0.0, + "TN": 261041, + "TP": 0, + "n_pred": 1103, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9846176067018126, + "FN": 86, + "FP": 127, + "IoU": 0.969701280227596, + "TN": 255114, + "TP": 6817, + "n_pred": 6944, + "n_ref": 6903 + }, + "4": { + "Dice": 0.6776941732479324, + "FN": 5129, + "FP": 54, + "IoU": 0.5125094055680963, + "TN": 251512, + "TP": 5449, + "n_pred": 5503, + "n_ref": 10578 + }, + "5": { + "Dice": 0.1805636378751351, + "FN": 7851, + "FP": 2006, + "IoU": 0.09924152426208535, + "TN": 251201, + "TP": 1086, + "n_pred": 3092, + "n_ref": 8937 + }, + "6": { + "Dice": 0.8649374974551081, + "FN": 699, + "FP": 2618, + "IoU": 0.7620175060984359, + "TN": 248206, + "TP": 10621, + "n_pred": 13239, + "n_ref": 11320 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 8676, + "IoU": 0.0, + "TN": 253468, + "TP": 0, + "n_pred": 8676, + "n_ref": 0 + }, + "8": { + "Dice": 0.955354218971728, + "FN": 288, + "FP": 121, + "IoU": 0.9145245559038663, + "TN": 257359, + "TP": 4376, + "n_pred": 4497, + "n_ref": 4664 + }, + "9": { + "Dice": 0.8864218616567037, + "FN": 55, + "FP": 78, + "IoU": 0.7960122699386503, + "TN": 261492, + "TP": 519, + "n_pred": 597, + "n_ref": 574 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0175.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0175.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9813036887316827, + "FN": 61, + "FP": 346, + "IoU": 0.9632936507936508, + "TN": 267440, + "TP": 10681, + "n_pred": 11027, + "n_ref": 10742 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 552, + "IoU": 0.0, + "TN": 277976, + "TP": 0, + "n_pred": 552, + "n_ref": 0 + }, + "11": { + "Dice": 0.779992478375329, + "FN": 485, + "FP": 100, + "IoU": 0.6393341553637485, + "TN": 276906, + "TP": 1037, + "n_pred": 1137, + "n_ref": 1522 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.3875685557586837, + "FN": 335, + "FP": 0, + "IoU": 0.24036281179138322, + "TN": 278087, + "TP": 106, + "n_pred": 106, + "n_ref": 441 + }, + "14": { + "Dice": 0.8664898320070734, + "FN": 48, + "FP": 103, + "IoU": 0.7644305772230889, + "TN": 277887, + "TP": 490, + "n_pred": 593, + "n_ref": 538 + }, + "15": { + "Dice": 0.8401377996041927, + "FN": 14, + "FP": 2167, + "IoU": 0.7243427704752275, + "TN": 270616, + "TP": 5731, + "n_pred": 7898, + "n_ref": 5745 + }, + "2": { + "Dice": 0.8700243139979159, + "FN": 768, + "FP": 1103, + "IoU": 0.7699495880978728, + "TN": 270395, + "TP": 6262, + "n_pred": 7365, + "n_ref": 7030 + }, + "3": { + "Dice": 0.9155568564320211, + "FN": 103, + "FP": 474, + "IoU": 0.8442645074224021, + "TN": 274823, + "TP": 3128, + "n_pred": 3602, + "n_ref": 3231 + }, + "4": { + "Dice": 0.9225932797361369, + "FN": 143, + "FP": 1359, + "IoU": 0.8563091935329571, + "TN": 268075, + "TP": 8951, + "n_pred": 10310, + "n_ref": 9094 + }, + "5": { + "Dice": 0.8393820371825085, + "FN": 2316, + "FP": 751, + "IoU": 0.7232199259994585, + "TN": 267447, + "TP": 8014, + "n_pred": 8765, + "n_ref": 10330 + }, + "6": { + "Dice": 0.8755093472945942, + "FN": 2813, + "FP": 2228, + "IoU": 0.7785830368515835, + "TN": 255761, + "TP": 17726, + "n_pred": 19954, + "n_ref": 20539 + }, + "7": { + "Dice": 0.45363128491620114, + "FN": 927, + "FP": 1029, + "IoU": 0.29335260115606937, + "TN": 275760, + "TP": 812, + "n_pred": 1841, + "n_ref": 1739 + }, + "8": { + "Dice": 0.9504873294346978, + "FN": 283, + "FP": 98, + "IoU": 0.9056463595839525, + "TN": 274490, + "TP": 3657, + "n_pred": 3755, + "n_ref": 3940 + }, + "9": { + "Dice": 0.8527734067663257, + "FN": 335, + "FP": 2659, + "IoU": 0.7433347621088727, + "TN": 266863, + "TP": 8671, + "n_pred": 11330, + "n_ref": 9006 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0199.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0199.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7714285714285715, + "FN": 27, + "FP": 21, + "IoU": 0.627906976744186, + "TN": 262015, + "TP": 81, + "n_pred": 102, + "n_ref": 108 + }, + "10": { + "Dice": 0.9030823172327176, + "FN": 1498, + "FP": 2206, + "IoU": 0.8232908735270263, + "TN": 241183, + "TP": 17257, + "n_pred": 19463, + "n_ref": 18755 + }, + "11": { + "Dice": 0.7812560015363933, + "FN": 731, + "FP": 408, + "IoU": 0.6410337220296249, + "TN": 258971, + "TP": 2034, + "n_pred": 2442, + "n_ref": 2765 + }, + "12": { + "Dice": 0.58578856152513, + "FN": 839, + "FP": 117, + "IoU": 0.41421568627450983, + "TN": 260512, + "TP": 676, + "n_pred": 793, + "n_ref": 1515 + }, + "13": { + "Dice": 0.7415321357554514, + "FN": 1462, + "FP": 6207, + "IoU": 0.5892340653454741, + "TN": 243474, + "TP": 11001, + "n_pred": 17208, + "n_ref": 12463 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9494001043296818, + "FN": 25, + "FP": 72, + "IoU": 0.9036742800397219, + "TN": 261137, + "TP": 910, + "n_pred": 982, + "n_ref": 935 + }, + "3": { + "Dice": 0.9764148313353778, + "FN": 45, + "FP": 378, + "IoU": 0.9539165486436431, + "TN": 252965, + "TP": 8756, + "n_pred": 9134, + "n_ref": 8801 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8329718004338394, + "FN": 83, + "FP": 379, + "IoU": 0.7137546468401487, + "TN": 260530, + "TP": 1152, + "n_pred": 1531, + "n_ref": 1235 + }, + "6": { + "Dice": 0.9458895119914091, + "FN": 777, + "FP": 1037, + "IoU": 0.8973343143358424, + "TN": 244475, + "TP": 15855, + "n_pred": 16892, + "n_ref": 16632 + }, + "7": { + "Dice": 0.61875, + "FN": 1221, + "FP": 121, + "IoU": 0.4479638009049774, + "TN": 259713, + "TP": 1089, + "n_pred": 1210, + "n_ref": 2310 + }, + "8": { + "Dice": 0.9355014085899274, + "FN": 920, + "FP": 1690, + "IoU": 0.8788188318321107, + "TN": 240606, + "TP": 18928, + "n_pred": 20618, + "n_ref": 19848 + }, + "9": { + "Dice": 0.865592853275582, + "FN": 1757, + "FP": 229, + "IoU": 0.7630354372986518, + "TN": 253763, + "TP": 6395, + "n_pred": 6624, + "n_ref": 8152 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0215.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0215.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9528591352859135, + "FN": 302, + "FP": 2740, + "IoU": 0.9099627064464572, + "TN": 244742, + "TP": 30744, + "n_pred": 33484, + "n_ref": 31046 + }, + "10": { + "Dice": 0.9205912684771399, + "FN": 90, + "FP": 1527, + "IoU": 0.8528662420382166, + "TN": 267538, + "TP": 9373, + "n_pred": 10900, + "n_ref": 9463 + }, + "11": { + "Dice": 0.782608695652174, + "FN": 627, + "FP": 638, + "IoU": 0.6428571428571429, + "TN": 274986, + "TP": 2277, + "n_pred": 2915, + "n_ref": 2904 + }, + "12": { + "Dice": 0.8360264156245609, + "FN": 789, + "FP": 378, + "IoU": 0.7182520521487205, + "TN": 274386, + "TP": 2975, + "n_pred": 3353, + "n_ref": 3764 + }, + "13": { + "Dice": 0.7777709093156951, + "FN": 1176, + "FP": 2419, + "IoU": 0.6363544406231034, + "TN": 268642, + "TP": 6291, + "n_pred": 8710, + "n_ref": 7467 + }, + "14": { + "Dice": 0.8917841901478111, + "FN": 880, + "FP": 2949, + "IoU": 0.8047026420483525, + "TN": 258922, + "TP": 15777, + "n_pred": 18726, + "n_ref": 16657 + }, + "15": { + "Dice": 0.8614226078415322, + "FN": 1259, + "FP": 434, + "IoU": 0.7565780014378145, + "TN": 271573, + "TP": 5262, + "n_pred": 5696, + "n_ref": 6521 + }, + "2": { + "Dice": 0.9186507936507936, + "FN": 17, + "FP": 65, + "IoU": 0.8495412844036697, + "TN": 277983, + "TP": 463, + "n_pred": 528, + "n_ref": 480 + }, + "3": { + "Dice": 0.9525048796356539, + "FN": 71, + "FP": 75, + "IoU": 0.9093167701863354, + "TN": 276918, + "TP": 1464, + "n_pred": 1539, + "n_ref": 1535 + }, + "4": { + "Dice": 0.8215527230590962, + "FN": 732, + "FP": 808, + "IoU": 0.6971484759095379, + "TN": 273443, + "TP": 3545, + "n_pred": 4353, + "n_ref": 4277 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9496804486761445, + "FN": 685, + "FP": 1244, + "IoU": 0.9041823961851778, + "TN": 258396, + "TP": 18203, + "n_pred": 19447, + "n_ref": 18888 + }, + "7": { + "Dice": 0.7992375646054031, + "FN": 4628, + "FP": 849, + "IoU": 0.6656084010012822, + "TN": 262149, + "TP": 10902, + "n_pred": 11751, + "n_ref": 15530 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9161383605828051, + "FN": 625, + "FP": 883, + "IoU": 0.8452539763981529, + "TN": 268783, + "TP": 8237, + "n_pred": 9120, + "n_ref": 8862 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0249.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0249.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9839228295819936, + "FN": 183, + "FP": 192, + "IoU": 0.9683544303797469, + "TN": 266678, + "TP": 11475, + "n_pred": 11667, + "n_ref": 11658 + }, + "10": { + "Dice": 0.858470335954253, + "FN": 116, + "FP": 280, + "IoU": 0.752035065748278, + "TN": 276931, + "TP": 1201, + "n_pred": 1481, + "n_ref": 1317 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 50, + "IoU": 0.0, + "TN": 278478, + "TP": 0, + "n_pred": 50, + "n_ref": 0 + }, + "12": { + "Dice": 0.6283914728682171, + "FN": 279, + "FP": 1255, + "IoU": 0.45814199929353583, + "TN": 275697, + "TP": 1297, + "n_pred": 2552, + "n_ref": 1576 + }, + "13": { + "Dice": 0.9437652811735942, + "FN": 467, + "FP": 315, + "IoU": 0.8935185185185185, + "TN": 271184, + "TP": 6562, + "n_pred": 6877, + "n_ref": 7029 + }, + "14": { + "Dice": 0.0, + "FN": 12908, + "FP": 813, + "IoU": 0.0, + "TN": 264807, + "TP": 0, + "n_pred": 813, + "n_ref": 12908 + }, + "15": { + "Dice": 0.7798507462686567, + "FN": 928, + "FP": 4736, + "IoU": 0.6391437308868502, + "TN": 262832, + "TP": 10032, + "n_pred": 14768, + "n_ref": 10960 + }, + "2": { + "Dice": 0.9214762741652021, + "FN": 632, + "FP": 485, + "IoU": 0.8543866510233347, + "TN": 270857, + "TP": 6554, + "n_pred": 7039, + "n_ref": 7186 + }, + "3": { + "Dice": 0.20689655172413793, + "FN": 23, + "FP": 0, + "IoU": 0.11538461538461539, + "TN": 278502, + "TP": 3, + "n_pred": 3, + "n_ref": 26 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8370883882149047, + "FN": 1346, + "FP": 534, + "IoU": 0.7198211624441133, + "TN": 271818, + "TP": 4830, + "n_pred": 5364, + "n_ref": 6176 + }, + "6": { + "Dice": 0.9662751271494309, + "FN": 194, + "FP": 920, + "IoU": 0.9347507760791893, + "TN": 261455, + "TP": 15959, + "n_pred": 16879, + "n_ref": 16153 + }, + "7": { + "Dice": 0.7691032522892327, + "FN": 5754, + "FP": 96, + "IoU": 0.6248316552299109, + "TN": 262935, + "TP": 9743, + "n_pred": 9839, + "n_ref": 15497 + }, + "8": { + "Dice": 0.9623088660195436, + "FN": 198, + "FP": 963, + "IoU": 0.9273557752471531, + "TN": 262546, + "TP": 14821, + "n_pred": 15784, + "n_ref": 15019 + }, + "9": { + "Dice": 0.20512820512820512, + "FN": 0, + "FP": 62, + "IoU": 0.11428571428571428, + "TN": 278458, + "TP": 8, + "n_pred": 70, + "n_ref": 8 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0272.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0272.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 3244, + "IoU": 0.0, + "TN": 291668, + "TP": 0, + "n_pred": 3244, + "n_ref": 0 + }, + "10": { + "Dice": 0.8812544144653199, + "FN": 2037, + "FP": 2166, + "IoU": 0.7877165513409768, + "TN": 275113, + "TP": 15596, + "n_pred": 17762, + "n_ref": 17633 + }, + "11": { + "Dice": 0.7918105574740997, + "FN": 478, + "FP": 366, + "IoU": 0.6553695385871784, + "TN": 292463, + "TP": 1605, + "n_pred": 1971, + "n_ref": 2083 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 294912, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9259691430053157, + "FN": 186, + "FP": 385, + "IoU": 0.862143891839691, + "TN": 290770, + "TP": 3571, + "n_pred": 3956, + "n_ref": 3757 + }, + "14": { + "Dice": 0.9661736711085078, + "FN": 318, + "FP": 144, + "IoU": 0.9345609065155808, + "TN": 287852, + "TP": 6598, + "n_pred": 6742, + "n_ref": 6916 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 294912, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7723538516490058, + "FN": 1066, + "FP": 6582, + "IoU": 0.6291339346329163, + "TN": 274290, + "TP": 12974, + "n_pred": 19556, + "n_ref": 14040 + }, + "3": { + "Dice": 0.016614150673159554, + "FN": 6849, + "FP": 17, + "IoU": 0.008376660889659156, + "TN": 287988, + "TP": 58, + "n_pred": 75, + "n_ref": 6907 + }, + "4": { + "Dice": 0.890971205466081, + "FN": 1022, + "FP": 95, + "IoU": 0.8033796866748811, + "TN": 289231, + "TP": 4564, + "n_pred": 4659, + "n_ref": 5586 + }, + "5": { + "Dice": 0.8688992888834863, + "FN": 493, + "FP": 1664, + "IoU": 0.7681891456206341, + "TN": 285607, + "TP": 7148, + "n_pred": 8812, + "n_ref": 7641 + }, + "6": { + "Dice": 0.8727828227106849, + "FN": 433, + "FP": 2565, + "IoU": 0.7742809817798524, + "TN": 281630, + "TP": 10284, + "n_pred": 12849, + "n_ref": 10717 + }, + "7": { + "Dice": 0.6731582319026265, + "FN": 607, + "FP": 1944, + "IoU": 0.5073387408265739, + "TN": 289734, + "TP": 2627, + "n_pred": 4571, + "n_ref": 3234 + }, + "8": { + "Dice": 0.8724493373536217, + "FN": 471, + "FP": 1348, + "IoU": 0.7737562189054726, + "TN": 286872, + "TP": 6221, + "n_pred": 7569, + "n_ref": 6692 + }, + "9": { + "Dice": 0.9343199845231186, + "FN": 1226, + "FP": 132, + "IoU": 0.8767359535263684, + "TN": 283895, + "TP": 9659, + "n_pred": 9791, + "n_ref": 10885 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0282.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0282.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 37, + "IoU": 0.0, + "TN": 278491, + "TP": 0, + "n_pred": 37, + "n_ref": 0 + }, + "10": { + "Dice": 0.9286124401913876, + "FN": 177, + "FP": 942, + "IoU": 0.8667381207574134, + "TN": 270131, + "TP": 7278, + "n_pred": 8220, + "n_ref": 7455 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8644501278772379, + "FN": 32, + "FP": 21, + "IoU": 0.7612612612612613, + "TN": 278306, + "TP": 169, + "n_pred": 190, + "n_ref": 201 + }, + "13": { + "Dice": 0.44876931883228394, + "FN": 431, + "FP": 532, + "IoU": 0.2892988929889299, + "TN": 277173, + "TP": 392, + "n_pred": 924, + "n_ref": 823 + }, + "14": { + "Dice": 0.7409629518524073, + "FN": 217, + "FP": 3237, + "IoU": 0.5885156063855135, + "TN": 270134, + "TP": 4940, + "n_pred": 8177, + "n_ref": 5157 + }, + "15": { + "Dice": 0.541844266555775, + "FN": 3671, + "FP": 736, + "IoU": 0.3715956081562812, + "TN": 271515, + "TP": 2606, + "n_pred": 3342, + "n_ref": 6277 + }, + "2": { + "Dice": 0.7170512621960663, + "FN": 5320, + "FP": 161, + "IoU": 0.5589087397392564, + "TN": 266102, + "TP": 6945, + "n_pred": 7106, + "n_ref": 12265 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 5294, + "IoU": 0.0, + "TN": 273234, + "TP": 0, + "n_pred": 5294, + "n_ref": 0 + }, + "4": { + "Dice": 0.8444444444444444, + "FN": 1266, + "FP": 1513, + "IoU": 0.7307692307692307, + "TN": 268206, + "TP": 7543, + "n_pred": 9056, + "n_ref": 8809 + }, + "5": { + "Dice": 0.8539659006671608, + "FN": 385, + "FP": 9, + "IoU": 0.7451487710219923, + "TN": 276982, + "TP": 1152, + "n_pred": 1161, + "n_ref": 1537 + }, + "6": { + "Dice": 0.9740918743712976, + "FN": 1446, + "FP": 872, + "IoU": 0.9494923083627489, + "TN": 232634, + "TP": 43576, + "n_pred": 44448, + "n_ref": 45022 + }, + "7": { + "Dice": 0.9370653095843936, + "FN": 259, + "FP": 483, + "IoU": 0.8815831471433131, + "TN": 272262, + "TP": 5524, + "n_pred": 6007, + "n_ref": 5783 + }, + "8": { + "Dice": 0.9850467774120818, + "FN": 245, + "FP": 332, + "IoU": 0.9705341640281892, + "TN": 258946, + "TP": 19005, + "n_pred": 19337, + "n_ref": 19250 + }, + "9": { + "Dice": 0.7090723055934516, + "FN": 1693, + "FP": 13, + "IoU": 0.5492734478203435, + "TN": 274743, + "TP": 2079, + "n_pred": 2092, + "n_ref": 3772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0302.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0302.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9644510093549975, + "FN": 38, + "FP": 684, + "IoU": 0.9313427158615443, + "TN": 284396, + "TP": 9794, + "n_pred": 10478, + "n_ref": 9832 + }, + "10": { + "Dice": 0.16174082494316336, + "FN": 382, + "FP": 2199, + "IoU": 0.08798586572438162, + "TN": 292082, + "TP": 249, + "n_pred": 2448, + "n_ref": 631 + }, + "11": { + "Dice": 0.6235711470240441, + "FN": 685, + "FP": 270, + "IoU": 0.45303550973654066, + "TN": 293166, + "TP": 791, + "n_pred": 1061, + "n_ref": 1476 + }, + "12": { + "Dice": 0.8756190745719542, + "FN": 658, + "FP": 221, + "IoU": 0.778756607097911, + "TN": 290939, + "TP": 3094, + "n_pred": 3315, + "n_ref": 3752 + }, + "13": { + "Dice": 0.6118817063595917, + "FN": 1238, + "FP": 245, + "IoU": 0.4407993966817496, + "TN": 292260, + "TP": 1169, + "n_pred": 1414, + "n_ref": 2407 + }, + "14": { + "Dice": 0.9239742558326629, + "FN": 346, + "FP": 788, + "IoU": 0.8586915887850467, + "TN": 286887, + "TP": 6891, + "n_pred": 7679, + "n_ref": 7237 + }, + "15": { + "Dice": 0.9627022760163136, + "FN": 304, + "FP": 830, + "IoU": 0.9280867524890608, + "TN": 279143, + "TP": 14635, + "n_pred": 15465, + "n_ref": 14939 + }, + "2": { + "Dice": 0.9752752210792276, + "FN": 134, + "FP": 414, + "IoU": 0.9517435716801691, + "TN": 283556, + "TP": 10808, + "n_pred": 11222, + "n_ref": 10942 + }, + "3": { + "Dice": 0.9743244590687008, + "FN": 354, + "FP": 676, + "IoU": 0.949934380012638, + "TN": 274339, + "TP": 19543, + "n_pred": 20219, + "n_ref": 19897 + }, + "4": { + "Dice": 0.9680039787798409, + "FN": 228, + "FP": 930, + "IoU": 0.937991967871486, + "TN": 276237, + "TP": 17517, + "n_pred": 18447, + "n_ref": 17745 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 294912, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8480373105324523, + "FN": 152, + "FP": 1021, + "IoU": 0.7361673414304993, + "TN": 290466, + "TP": 3273, + "n_pred": 4294, + "n_ref": 3425 + }, + "7": { + "Dice": 0.6035570854847964, + "FN": 10, + "FP": 681, + "IoU": 0.4322103533278554, + "TN": 293695, + "TP": 526, + "n_pred": 1207, + "n_ref": 536 + }, + "8": { + "Dice": 0.977160314227524, + "FN": 238, + "FP": 76, + "IoU": 0.9553406343336652, + "TN": 287881, + "TP": 6717, + "n_pred": 6793, + "n_ref": 6955 + }, + "9": { + "Dice": 0.9586508837360143, + "FN": 51, + "FP": 459, + "IoU": 0.9205854873871068, + "TN": 288490, + "TP": 5912, + "n_pred": 6371, + "n_ref": 5963 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0321.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0321.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5519389701207883, + "FN": 7023, + "FP": 25, + "IoU": 0.3811572570023707, + "TN": 283523, + "TP": 4341, + "n_pred": 4366, + "n_ref": 11364 + }, + "10": { + "Dice": 0.2159090909090909, + "FN": 6821, + "FP": 2425, + "IoU": 0.12101910828025478, + "TN": 284393, + "TP": 1273, + "n_pred": 3698, + "n_ref": 8094 + }, + "11": { + "Dice": 0.31187214611872144, + "FN": 717, + "FP": 2297, + "IoU": 0.18474438734108736, + "TN": 291215, + "TP": 683, + "n_pred": 2980, + "n_ref": 1400 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 304, + "IoU": 0.0, + "TN": 294608, + "TP": 0, + "n_pred": 304, + "n_ref": 0 + }, + "13": { + "Dice": 0.16590330788804072, + "FN": 2476, + "FP": 5719, + "IoU": 0.09045504994450611, + "TN": 285902, + "TP": 815, + "n_pred": 6534, + "n_ref": 3291 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 30, + "IoU": 0.0, + "TN": 294882, + "TP": 0, + "n_pred": 30, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 294912, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7127803995086948, + "FN": 7436, + "FP": 1450, + "IoU": 0.5537364403374849, + "TN": 275000, + "TP": 11026, + "n_pred": 12476, + "n_ref": 18462 + }, + "3": { + "Dice": 0.6391072988642681, + "FN": 1221, + "FP": 7867, + "IoU": 0.4696235774730085, + "TN": 277777, + "TP": 8047, + "n_pred": 15914, + "n_ref": 9268 + }, + "4": { + "Dice": 0.0, + "FN": 7805, + "FP": 0, + "IoU": 0.0, + "TN": 287107, + "TP": 0, + "n_pred": 0, + "n_ref": 7805 + }, + "5": { + "Dice": 0.0, + "FN": 6, + "FP": 0, + "IoU": 0.0, + "TN": 294906, + "TP": 0, + "n_pred": 0, + "n_ref": 6 + }, + "6": { + "Dice": 0.5889151056965378, + "FN": 3848, + "FP": 4689, + "IoU": 0.4173491673491673, + "TN": 280260, + "TP": 6115, + "n_pred": 10804, + "n_ref": 9963 + }, + "7": { + "Dice": 0.28234746428467516, + "FN": 20995, + "FP": 3670, + "IoU": 0.16437984890063354, + "TN": 265395, + "TP": 4852, + "n_pred": 8522, + "n_ref": 25847 + }, + "8": { + "Dice": 0.5565630134485486, + "FN": 7285, + "FP": 2, + "IoU": 0.38558178752107924, + "TN": 283052, + "TP": 4573, + "n_pred": 4575, + "n_ref": 11858 + }, + "9": { + "Dice": 0.26080806294757314, + "FN": 1536, + "FP": 6825, + "IoU": 0.14995933306222042, + "TN": 285076, + "TP": 1475, + "n_pred": 8300, + "n_ref": 3011 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0330.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0330.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9790129456987584, + "FN": 161, + "FP": 314, + "IoU": 0.9588886965553055, + "TN": 234206, + "TP": 11079, + "n_pred": 11393, + "n_ref": 11240 + }, + "10": { + "Dice": 0.09592906086255543, + "FN": 93, + "FP": 2150, + "IoU": 0.05038103302286198, + "TN": 243398, + "TP": 119, + "n_pred": 2269, + "n_ref": 212 + }, + "11": { + "Dice": 0.6970227670753065, + "FN": 113, + "FP": 406, + "IoU": 0.5349462365591398, + "TN": 244644, + "TP": 597, + "n_pred": 1003, + "n_ref": 710 + }, + "12": { + "Dice": 0.8367741935483871, + "FN": 838, + "FP": 174, + "IoU": 0.7193566278424848, + "TN": 242154, + "TP": 2594, + "n_pred": 2768, + "n_ref": 3432 + }, + "13": { + "Dice": 0.7624363940153414, + "FN": 5957, + "FP": 299, + "IoU": 0.6160785517029763, + "TN": 229465, + "TP": 10039, + "n_pred": 10338, + "n_ref": 15996 + }, + "14": { + "Dice": 0.0, + "FN": 337, + "FP": 4, + "IoU": 0.0, + "TN": 245419, + "TP": 0, + "n_pred": 4, + "n_ref": 337 + }, + "15": { + "Dice": 0.924276893077673, + "FN": 746, + "FP": 186, + "IoU": 0.859214501510574, + "TN": 239140, + "TP": 5688, + "n_pred": 5874, + "n_ref": 6434 + }, + "2": { + "Dice": 0.9726479430959889, + "FN": 157, + "FP": 216, + "IoU": 0.9467523197715917, + "TN": 238755, + "TP": 6632, + "n_pred": 6848, + "n_ref": 6789 + }, + "3": { + "Dice": 0.9805398618957941, + "FN": 336, + "FP": 160, + "IoU": 0.9618226600985221, + "TN": 232768, + "TP": 12496, + "n_pred": 12656, + "n_ref": 12832 + }, + "4": { + "Dice": 0.8284023668639053, + "FN": 372, + "FP": 5, + "IoU": 0.7070707070707071, + "TN": 244473, + "TP": 910, + "n_pred": 915, + "n_ref": 1282 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.914715792237343, + "FN": 299, + "FP": 1650, + "IoU": 0.8428352552213532, + "TN": 233359, + "TP": 10452, + "n_pred": 12102, + "n_ref": 10751 + }, + "7": { + "Dice": 0.7366653338664534, + "FN": 569, + "FP": 2724, + "IoU": 0.5831117863020635, + "TN": 237861, + "TP": 4606, + "n_pred": 7330, + "n_ref": 5175 + }, + "8": { + "Dice": 0.9725198300815758, + "FN": 518, + "FP": 213, + "IoU": 0.9465095858334552, + "TN": 232094, + "TP": 12935, + "n_pred": 13148, + "n_ref": 13453 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 32, + "IoU": 0.0, + "TN": 245728, + "TP": 0, + "n_pred": 32, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0348.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0348.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9639703008987885, + "FN": 397, + "FP": 64, + "IoU": 0.9304465902232951, + "TN": 288284, + "TP": 6167, + "n_pred": 6231, + "n_ref": 6564 + }, + "10": { + "Dice": 0.7481711097334159, + "FN": 1048, + "FP": 3014, + "IoU": 0.597662440570523, + "TN": 284816, + "TP": 6034, + "n_pred": 9048, + "n_ref": 7082 + }, + "11": { + "Dice": 0.8109965635738832, + "FN": 8, + "FP": 47, + "IoU": 0.6820809248554913, + "TN": 294739, + "TP": 118, + "n_pred": 165, + "n_ref": 126 + }, + "12": { + "Dice": 0.7607484076433121, + "FN": 1046, + "FP": 156, + "IoU": 0.6138772887889495, + "TN": 291799, + "TP": 1911, + "n_pred": 2067, + "n_ref": 2957 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 166, + "IoU": 0.0, + "TN": 294746, + "TP": 0, + "n_pred": 166, + "n_ref": 0 + }, + "14": { + "Dice": 0.9412630366626143, + "FN": 735, + "FP": 1101, + "IoU": 0.8890433311174231, + "TN": 278365, + "TP": 14711, + "n_pred": 15812, + "n_ref": 15446 + }, + "15": { + "Dice": 0.0, + "FN": 2, + "FP": 0, + "IoU": 0.0, + "TN": 294910, + "TP": 0, + "n_pred": 0, + "n_ref": 2 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 294912, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9727716414076548, + "FN": 207, + "FP": 217, + "IoU": 0.9469867466866717, + "TN": 286914, + "TP": 7574, + "n_pred": 7791, + "n_ref": 7781 + }, + "4": { + "Dice": 0.9322048101902288, + "FN": 22, + "FP": 787, + "IoU": 0.8730183644639774, + "TN": 288541, + "TP": 5562, + "n_pred": 6349, + "n_ref": 5584 + }, + "5": { + "Dice": 0.9515396883817936, + "FN": 259, + "FP": 136, + "IoU": 0.9075590919728528, + "TN": 290639, + "TP": 3878, + "n_pred": 4014, + "n_ref": 4137 + }, + "6": { + "Dice": 0.9147864369470431, + "FN": 633, + "FP": 3393, + "IoU": 0.8429552192229677, + "TN": 269276, + "TP": 21610, + "n_pred": 25003, + "n_ref": 22243 + }, + "7": { + "Dice": 0.9774781356321359, + "FN": 590, + "FP": 489, + "IoU": 0.9559483955254348, + "TN": 270418, + "TP": 23415, + "n_pred": 23904, + "n_ref": 24005 + }, + "8": { + "Dice": 0.9771801140994295, + "FN": 113, + "FP": 167, + "IoU": 0.9553784860557769, + "TN": 288637, + "TP": 5995, + "n_pred": 6162, + "n_ref": 6108 + }, + "9": { + "Dice": 0.6913888672027481, + "FN": 3632, + "FP": 321, + "IoU": 0.528337907170982, + "TN": 286531, + "TP": 4428, + "n_pred": 4749, + "n_ref": 8060 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0361.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0361.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.984324834749764, + "FN": 180, + "FP": 69, + "IoU": 0.969133506879881, + "TN": 286845, + "TP": 7818, + "n_pred": 7887, + "n_ref": 7998 + }, + "10": { + "Dice": 0.7846524708718361, + "FN": 559, + "FP": 513, + "IoU": 0.6456198347107438, + "TN": 291887, + "TP": 1953, + "n_pred": 2466, + "n_ref": 2512 + }, + "11": { + "Dice": 0.7732001664585935, + "FN": 194, + "FP": 351, + "IoU": 0.6302578018995929, + "TN": 293438, + "TP": 929, + "n_pred": 1280, + "n_ref": 1123 + }, + "12": { + "Dice": 0.8401464307504576, + "FN": 423, + "FP": 101, + "IoU": 0.7243556023145713, + "TN": 293011, + "TP": 1377, + "n_pred": 1478, + "n_ref": 1800 + }, + "13": { + "Dice": 0.03000882612533098, + "FN": 1087, + "FP": 1111, + "IoU": 0.015232974910394265, + "TN": 292680, + "TP": 34, + "n_pred": 1145, + "n_ref": 1121 + }, + "14": { + "Dice": 0.9413604378420641, + "FN": 838, + "FP": 212, + "IoU": 0.8892171344165436, + "TN": 285434, + "TP": 8428, + "n_pred": 8640, + "n_ref": 9266 + }, + "15": { + "Dice": 0.9770829551642767, + "FN": 942, + "FP": 68, + "IoU": 0.955192759859811, + "TN": 272371, + "TP": 21531, + "n_pred": 21599, + "n_ref": 22473 + }, + "2": { + "Dice": 0.06674519042010207, + "FN": 9434, + "FP": 74, + "IoU": 0.03452477660438668, + "TN": 285064, + "TP": 340, + "n_pred": 414, + "n_ref": 9774 + }, + "3": { + "Dice": 0.7334796642995481, + "FN": 91, + "FP": 10230, + "IoU": 0.5791297965175549, + "TN": 270389, + "TP": 14202, + "n_pred": 24432, + "n_ref": 14293 + }, + "4": { + "Dice": 0.7793793454298796, + "FN": 192, + "FP": 1109, + "IoU": 0.6385106974159489, + "TN": 291313, + "TP": 2298, + "n_pred": 3407, + "n_ref": 2490 + }, + "5": { + "Dice": 0.8352941176470589, + "FN": 19, + "FP": 37, + "IoU": 0.7171717171717171, + "TN": 294714, + "TP": 142, + "n_pred": 179, + "n_ref": 161 + }, + "6": { + "Dice": 0.9501319009630359, + "FN": 960, + "FP": 609, + "IoU": 0.9050012109469605, + "TN": 278396, + "TP": 14947, + "n_pred": 15556, + "n_ref": 15907 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 158, + "IoU": 0.0, + "TN": 294754, + "TP": 0, + "n_pred": 158, + "n_ref": 0 + }, + "8": { + "Dice": 0.9761669077895379, + "FN": 99, + "FP": 214, + "IoU": 0.9534434032426, + "TN": 288189, + "TP": 6410, + "n_pred": 6624, + "n_ref": 6509 + }, + "9": { + "Dice": 0.8964095516234324, + "FN": 56, + "FP": 547, + "IoU": 0.812266500622665, + "TN": 291700, + "TP": 2609, + "n_pred": 3156, + "n_ref": 2665 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0371.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0371.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.029850746268656716, + "FN": 16, + "FP": 49, + "IoU": 0.015151515151515152, + "TN": 245694, + "TP": 1, + "n_pred": 50, + "n_ref": 17 + }, + "10": { + "Dice": 0.806513956214555, + "FN": 2523, + "FP": 3584, + "IoU": 0.6757632067958588, + "TN": 226925, + "TP": 12728, + "n_pred": 16312, + "n_ref": 15251 + }, + "11": { + "Dice": 0.8025715470759022, + "FN": 270, + "FP": 682, + "IoU": 0.6702459300311743, + "TN": 242873, + "TP": 1935, + "n_pred": 2617, + "n_ref": 2205 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 158, + "IoU": 0.0, + "TN": 245602, + "TP": 0, + "n_pred": 158, + "n_ref": 0 + }, + "13": { + "Dice": 0.6836759082217974, + "FN": 4893, + "FP": 401, + "IoU": 0.5193826600090785, + "TN": 234745, + "TP": 5721, + "n_pred": 6122, + "n_ref": 10614 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 2830, + "IoU": 0.0, + "TN": 242930, + "TP": 0, + "n_pred": 2830, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8407766990291262, + "FN": 53, + "FP": 111, + "IoU": 0.7252931323283082, + "TN": 245163, + "TP": 433, + "n_pred": 544, + "n_ref": 486 + }, + "3": { + "Dice": 0.9624478442280946, + "FN": 1079, + "FP": 55, + "IoU": 0.9276139410187667, + "TN": 230094, + "TP": 14532, + "n_pred": 14587, + "n_ref": 15611 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7923594657496907, + "FN": 430, + "FP": 9473, + "IoU": 0.6561219529133968, + "TN": 216962, + "TP": 18895, + "n_pred": 28368, + "n_ref": 19325 + }, + "7": { + "Dice": 0.9263176144244105, + "FN": 2445, + "FP": 105, + "IoU": 0.8627482641692233, + "TN": 227181, + "TP": 16029, + "n_pred": 16134, + "n_ref": 18474 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7470632075806509, + "FN": 6544, + "FP": 583, + "IoU": 0.5962497167459778, + "TN": 228108, + "TP": 10525, + "n_pred": 11108, + "n_ref": 17069 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0379.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0379.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9602824360105914, + "FN": 1898, + "FP": 82, + "IoU": 0.9235993208828522, + "TN": 301764, + "TP": 23936, + "n_pred": 24018, + "n_ref": 25834 + }, + "10": { + "Dice": 0.831939736346516, + "FN": 869, + "FP": 3593, + "IoU": 0.7122404230620405, + "TN": 312174, + "TP": 11044, + "n_pred": 14637, + "n_ref": 11913 + }, + "11": { + "Dice": 0.7354838709677419, + "FN": 41, + "FP": 0, + "IoU": 0.5816326530612245, + "TN": 327582, + "TP": 57, + "n_pred": 57, + "n_ref": 98 + }, + "12": { + "Dice": 0.7759409074920858, + "FN": 363, + "FP": 911, + "IoU": 0.6339080459770114, + "TN": 324200, + "TP": 2206, + "n_pred": 3117, + "n_ref": 2569 + }, + "13": { + "Dice": 0.8027681660899654, + "FN": 1349, + "FP": 76, + "IoU": 0.6705202312138728, + "TN": 323355, + "TP": 2900, + "n_pred": 2976, + "n_ref": 4249 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 327680, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.8492336937151004, + "FN": 1093, + "FP": 176, + "IoU": 0.7379723311996697, + "TN": 322837, + "TP": 3574, + "n_pred": 3750, + "n_ref": 4667 + }, + "2": { + "Dice": 0.9670313849697668, + "FN": 205, + "FP": 253, + "IoU": 0.9361672473867596, + "TN": 320505, + "TP": 6717, + "n_pred": 6970, + "n_ref": 6922 + }, + "3": { + "Dice": 0.9396681749622926, + "FN": 66, + "FP": 14, + "IoU": 0.8862019914651493, + "TN": 326977, + "TP": 623, + "n_pred": 637, + "n_ref": 689 + }, + "4": { + "Dice": 0.8250409371457362, + "FN": 153, + "FP": 1236, + "IoU": 0.7021869639794168, + "TN": 323016, + "TP": 3275, + "n_pred": 4511, + "n_ref": 3428 + }, + "5": { + "Dice": 0.9348345954563572, + "FN": 197, + "FP": 457, + "IoU": 0.877642656688494, + "TN": 322335, + "TP": 4691, + "n_pred": 5148, + "n_ref": 4888 + }, + "6": { + "Dice": 0.9239549362585235, + "FN": 1121, + "FP": 2983, + "IoU": 0.8586582173853148, + "TN": 298644, + "TP": 24932, + "n_pred": 27915, + "n_ref": 26053 + }, + "7": { + "Dice": 0.8561997703788748, + "FN": 3228, + "FP": 780, + "IoU": 0.7485570890840653, + "TN": 311740, + "TP": 11932, + "n_pred": 12712, + "n_ref": 15160 + }, + "8": { + "Dice": 0.9657170449058425, + "FN": 257, + "FP": 453, + "IoU": 0.9337068160597572, + "TN": 316970, + "TP": 10000, + "n_pred": 10453, + "n_ref": 10257 + }, + "9": { + "Dice": 0.9633374322539509, + "FN": 414, + "FP": 391, + "IoU": 0.9292680783762411, + "TN": 316299, + "TP": 10576, + "n_pred": 10967, + "n_ref": 10990 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0391.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0391.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9667580534612749, + "FN": 170, + "FP": 24, + "IoU": 0.9356550580431178, + "TN": 275513, + "TP": 2821, + "n_pred": 2845, + "n_ref": 2991 + }, + "11": { + "Dice": 0.6792452830188679, + "FN": 0, + "FP": 17, + "IoU": 0.5142857142857142, + "TN": 278493, + "TP": 18, + "n_pred": 35, + "n_ref": 18 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.946106429904428, + "FN": 660, + "FP": 293, + "IoU": 0.8977248336552909, + "TN": 269210, + "TP": 8365, + "n_pred": 8658, + "n_ref": 9025 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.7121588089330024, + "FN": 304, + "FP": 5032, + "IoU": 0.5529865125240848, + "TN": 266591, + "TP": 6601, + "n_pred": 11633, + "n_ref": 6905 + }, + "2": { + "Dice": 0.9272486122709633, + "FN": 1146, + "FP": 335, + "IoU": 0.8643648685777086, + "TN": 267609, + "TP": 9438, + "n_pred": 9773, + "n_ref": 10584 + }, + "3": { + "Dice": 0.9532615322089006, + "FN": 335, + "FP": 125, + "IoU": 0.9106969520481459, + "TN": 273377, + "TP": 4691, + "n_pred": 4816, + "n_ref": 5026 + }, + "4": { + "Dice": 0.9381312286803558, + "FN": 426, + "FP": 1424, + "IoU": 0.8834719072814311, + "TN": 262652, + "TP": 14026, + "n_pred": 15450, + "n_ref": 14452 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9691439376575751, + "FN": 1682, + "FP": 472, + "IoU": 0.940135071287624, + "TN": 242547, + "TP": 33827, + "n_pred": 34299, + "n_ref": 35509 + }, + "7": { + "Dice": 0.9515176427319733, + "FN": 731, + "FP": 1510, + "IoU": 0.90751898316276, + "TN": 254296, + "TP": 21991, + "n_pred": 23501, + "n_ref": 22722 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0398.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0398.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 105, + "FP": 0, + "IoU": 0.0, + "TN": 262039, + "TP": 0, + "n_pred": 0, + "n_ref": 105 + }, + "10": { + "Dice": 0.8501735876279364, + "FN": 908, + "FP": 2415, + "IoU": 0.7393929887851933, + "TN": 249393, + "TP": 9428, + "n_pred": 11843, + "n_ref": 10336 + }, + "11": { + "Dice": 0.7533306419055309, + "FN": 391, + "FP": 220, + "IoU": 0.6042746113989638, + "TN": 260600, + "TP": 933, + "n_pred": 1153, + "n_ref": 1324 + }, + "12": { + "Dice": 0.8081841432225064, + "FN": 40, + "FP": 35, + "IoU": 0.6781115879828327, + "TN": 261911, + "TP": 158, + "n_pred": 193, + "n_ref": 198 + }, + "13": { + "Dice": 0.8031000242189392, + "FN": 1185, + "FP": 2880, + "IoU": 0.6709834075273169, + "TN": 249789, + "TP": 8290, + "n_pred": 11170, + "n_ref": 9475 + }, + "14": { + "Dice": 0.7546673049305888, + "FN": 680, + "FP": 3420, + "IoU": 0.6059965404574285, + "TN": 251738, + "TP": 6306, + "n_pred": 9726, + "n_ref": 6986 + }, + "15": { + "Dice": 0.6104618360602886, + "FN": 4833, + "FP": 0, + "IoU": 0.4393271461716937, + "TN": 253524, + "TP": 3787, + "n_pred": 3787, + "n_ref": 8620 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9235494880546075, + "FN": 371, + "FP": 301, + "IoU": 0.8579581483830057, + "TN": 257413, + "TP": 4059, + "n_pred": 4360, + "n_ref": 4430 + }, + "5": { + "Dice": 0.43423137876386686, + "FN": 232, + "FP": 125, + "IoU": 0.2773279352226721, + "TN": 261650, + "TP": 137, + "n_pred": 262, + "n_ref": 369 + }, + "6": { + "Dice": 0.9503936341318886, + "FN": 418, + "FP": 754, + "IoU": 0.905476248084523, + "TN": 249745, + "TP": 11227, + "n_pred": 11981, + "n_ref": 11645 + }, + "7": { + "Dice": 0.9115670013094719, + "FN": 430, + "FP": 583, + "IoU": 0.8375040102662816, + "TN": 255910, + "TP": 5221, + "n_pred": 5804, + "n_ref": 5651 + }, + "8": { + "Dice": 0.9396836433165305, + "FN": 549, + "FP": 145, + "IoU": 0.8862295081967213, + "TN": 256044, + "TP": 5406, + "n_pred": 5551, + "n_ref": 5955 + }, + "9": { + "Dice": 0.9647748810928727, + "FN": 510, + "FP": 475, + "IoU": 0.9319469393395053, + "TN": 247670, + "TP": 13489, + "n_pred": 13964, + "n_ref": 13999 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0400.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0400.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9140419622042557, + "FN": 717, + "FP": 1016, + "IoU": 0.8416917877043939, + "TN": 267581, + "TP": 9214, + "n_pred": 10230, + "n_ref": 9931 + }, + "11": { + "Dice": 0.6110656854728809, + "FN": 1135, + "FP": 292, + "IoU": 0.43995290423861855, + "TN": 275980, + "TP": 1121, + "n_pred": 1413, + "n_ref": 2256 + }, + "12": { + "Dice": 0.8516191396810053, + "FN": 317, + "FP": 297, + "IoU": 0.7415824915824916, + "TN": 276152, + "TP": 1762, + "n_pred": 2059, + "n_ref": 2079 + }, + "13": { + "Dice": 0.25832376578645233, + "FN": 276, + "FP": 1016, + "IoU": 0.14831905075807514, + "TN": 277011, + "TP": 225, + "n_pred": 1241, + "n_ref": 501 + }, + "14": { + "Dice": 0.6457586948134266, + "FN": 905, + "FP": 5522, + "IoU": 0.47684167684167683, + "TN": 266243, + "TP": 5858, + "n_pred": 11380, + "n_ref": 6763 + }, + "15": { + "Dice": 0.1345565749235474, + "FN": 808, + "FP": 890, + "IoU": 0.07213114754098361, + "TN": 276698, + "TP": 132, + "n_pred": 1022, + "n_ref": 940 + }, + "2": { + "Dice": 0.7238948072667387, + "FN": 4759, + "FP": 606, + "IoU": 0.5672689143410228, + "TN": 266130, + "TP": 7033, + "n_pred": 7639, + "n_ref": 11792 + }, + "3": { + "Dice": 0.8474649406688242, + "FN": 74, + "FP": 4875, + "IoU": 0.7353051291651067, + "TN": 259831, + "TP": 13748, + "n_pred": 18623, + "n_ref": 13822 + }, + "4": { + "Dice": 0.9165669531165017, + "FN": 415, + "FP": 352, + "IoU": 0.8459839357429719, + "TN": 273548, + "TP": 4213, + "n_pred": 4565, + "n_ref": 4628 + }, + "5": { + "Dice": 0.938595473012188, + "FN": 245, + "FP": 284, + "IoU": 0.8842957130358705, + "TN": 273956, + "TP": 4043, + "n_pred": 4327, + "n_ref": 4288 + }, + "6": { + "Dice": 0.9553901392416149, + "FN": 603, + "FP": 1944, + "IoU": 0.9145903893229603, + "TN": 248707, + "TP": 27274, + "n_pred": 29218, + "n_ref": 27877 + }, + "7": { + "Dice": 0.9064154080642927, + "FN": 3173, + "FP": 204, + "IoU": 0.8288480056763469, + "TN": 258797, + "TP": 16354, + "n_pred": 16558, + "n_ref": 19527 + }, + "8": { + "Dice": 0.9490279753437648, + "FN": 133, + "FP": 297, + "IoU": 0.9030002255808708, + "TN": 274095, + "TP": 4003, + "n_pred": 4300, + "n_ref": 4136 + }, + "9": { + "Dice": 0.8853599165410919, + "FN": 92, + "FP": 897, + "IoU": 0.7943011647254575, + "TN": 273720, + "TP": 3819, + "n_pred": 4716, + "n_ref": 3911 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0401.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0401.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": 0.6306305766918161, + "FN": 1182.8822222222223, + "FP": 1228.728888888889, + "IoU": 0.5413108112665916, + "TN": 264552.50444444444, + "TP": 5010.2844444444445, + "n_pred": 6239.013333333333, + "n_ref": 6193.166666666667 + }, + "mean": { + "1": { + "Dice": 0.6601518235059791, + "FN": 419.8333333333333, + "FP": 558.7333333333333, + "IoU": 0.6075646274469829, + "TN": 265886.8333333333, + "TP": 5109.0, + "n_pred": 5667.733333333334, + "n_ref": 5528.833333333333 + }, + "10": { + "Dice": 0.5725572283373065, + "FN": 1203.6333333333334, + "FP": 1903.7, + "IoU": 0.470610127738656, + "TN": 263383.23333333334, + "TP": 5483.833333333333, + "n_pred": 7387.533333333334, + "n_ref": 6687.466666666666 + }, + "11": { + "Dice": 0.5779759502976951, + "FN": 260.3666666666667, + "FP": 174.96666666666667, + "IoU": 0.4598973692779721, + "TN": 270951.13333333336, + "TP": 587.9333333333333, + "n_pred": 762.9, + "n_ref": 848.3 + }, + "12": { + "Dice": 0.42294698343688597, + "FN": 235.66666666666666, + "FP": 179.56666666666666, + "IoU": 0.33434303567356566, + "TN": 271016.26666666666, + "TP": 542.9, + "n_pred": 722.4666666666667, + "n_ref": 778.5666666666667 + }, + "13": { + "Dice": 0.6259860866050896, + "FN": 1658.9666666666667, + "FP": 1655.6, + "IoU": 0.49890211049708844, + "TN": 264054.5, + "TP": 4605.333333333333, + "n_pred": 6260.933333333333, + "n_ref": 6264.3 + }, + "14": { + "Dice": 0.659294022216712, + "FN": 1889.0333333333333, + "FP": 1382.9666666666667, + "IoU": 0.5744780834567841, + "TN": 263543.9666666667, + "TP": 5158.433333333333, + "n_pred": 6541.4, + "n_ref": 7047.466666666666 + }, + "15": { + "Dice": 0.6344478162917048, + "FN": 869.4666666666667, + "FP": 1091.0333333333333, + "IoU": 0.5505034030764168, + "TN": 265243.63333333336, + "TP": 4770.266666666666, + "n_pred": 5861.3, + "n_ref": 5639.733333333334 + }, + "2": { + "Dice": 0.5310723294965479, + "FN": 2153.5666666666666, + "FP": 740.7333333333333, + "IoU": 0.4626719735619603, + "TN": 265110.26666666666, + "TP": 3969.8333333333335, + "n_pred": 4710.566666666667, + "n_ref": 6123.4 + }, + "3": { + "Dice": 0.6960893752938776, + "FN": 781.1, + "FP": 2423.9666666666667, + "IoU": 0.6213381076578122, + "TN": 262345.4, + "TP": 6423.933333333333, + "n_pred": 8847.9, + "n_ref": 7205.033333333334 + }, + "4": { + "Dice": 0.4484354091236051, + "FN": 529.4333333333333, + "FP": 778.1333333333333, + "IoU": 0.38943504177227195, + "TN": 268401.86666666664, + "TP": 2264.9666666666667, + "n_pred": 3043.1, + "n_ref": 2794.4 + }, + "5": { + "Dice": 0.7346609709477282, + "FN": 778.6, + "FP": 641.3, + "IoU": 0.6084824633076834, + "TN": 267996.43333333335, + "TP": 2558.0666666666666, + "n_pred": 3199.366666666667, + "n_ref": 3336.6666666666665 + }, + "6": { + "Dice": 0.8026818800223396, + "FN": 3221.5333333333333, + "FP": 1995.8, + "IoU": 0.7174451596046301, + "TN": 251280.83333333334, + "TP": 15476.233333333334, + "n_pred": 17472.033333333333, + "n_ref": 18697.766666666666 + }, + "7": { + "Dice": 0.5381812877152853, + "FN": 2392.4666666666667, + "FP": 3306.9, + "IoU": 0.43064529659889833, + "TN": 260560.26666666666, + "TP": 5714.766666666666, + "n_pred": 9021.666666666666, + "n_ref": 8107.233333333334 + }, + "8": { + "Dice": 0.8178313920048329, + "FN": 463.7, + "FP": 1043.9333333333334, + "IoU": 0.7532474821544841, + "TN": 262737.43333333335, + "TP": 7729.333333333333, + "n_pred": 8773.266666666666, + "n_ref": 8193.033333333333 + }, + "9": { + "Dice": 0.7371460950816541, + "FN": 885.8666666666667, + "FP": 553.6, + "IoU": 0.6400978871736693, + "TN": 265775.5, + "TP": 4759.433333333333, + "n_pred": 5313.033333333334, + "n_ref": 5645.3 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9473273507608272, + "FN": 244, + "FP": 566, + "IoU": 0.8999258710155671, + "TN": 286818, + "TP": 7284, + "n_pred": 7850, + "n_ref": 7528 + }, + "10": { + "Dice": 0.7350197884602032, + "FN": 7215, + "FP": 4234, + "IoU": 0.581052400468384, + "TN": 267584, + "TP": 15879, + "n_pred": 20113, + "n_ref": 23094 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 294912, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 8, + "FP": 0, + "IoU": 0.0, + "TN": 294904, + "TP": 0, + "n_pred": 0, + "n_ref": 8 + }, + "13": { + "Dice": 0.5833101684549953, + "FN": 3778, + "FP": 3717, + "IoU": 0.4117416215367711, + "TN": 282171, + "TP": 5246, + "n_pred": 8963, + "n_ref": 9024 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 294912, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.9776175313729163, + "FN": 266, + "FP": 212, + "IoU": 0.9562150774022167, + "TN": 283995, + "TP": 10439, + "n_pred": 10651, + "n_ref": 10705 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 5621, + "IoU": 0.0, + "TN": 289291, + "TP": 0, + "n_pred": 5621, + "n_ref": 0 + }, + "3": { + "Dice": 0.8554863460999633, + "FN": 5591, + "FP": 1114, + "IoU": 0.7474671387141727, + "TN": 268361, + "TP": 19846, + "n_pred": 20960, + "n_ref": 25437 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2275, + "IoU": 0.0, + "TN": 292637, + "TP": 0, + "n_pred": 2275, + "n_ref": 0 + }, + "5": { + "Dice": 0.6961149547631719, + "FN": 681, + "FP": 1603, + "IoU": 0.5338775510204081, + "TN": 290012, + "TP": 2616, + "n_pred": 4219, + "n_ref": 3297 + }, + "6": { + "Dice": 0.8401826484018264, + "FN": 354, + "FP": 206, + "IoU": 0.7244094488188977, + "TN": 292880, + "TP": 1472, + "n_pred": 1678, + "n_ref": 1826 + }, + "7": { + "Dice": 0.7175831513598383, + "FN": 10437, + "FP": 5212, + "IoU": 0.5595553053757388, + "TN": 259382, + "TP": 19881, + "n_pred": 25093, + "n_ref": 30318 + }, + "8": { + "Dice": 0.5958257281168161, + "FN": 176, + "FP": 4917, + "IoU": 0.4243246298180174, + "TN": 286065, + "TP": 3754, + "n_pred": 8671, + "n_ref": 3930 + }, + "9": { + "Dice": 0.7635224671726298, + "FN": 1488, + "FP": 475, + "IoU": 0.6174980514419329, + "TN": 289780, + "TP": 3169, + "n_pred": 3644, + "n_ref": 4657 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0004.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0004.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1030, + "IoU": 0.0, + "TN": 244730, + "TP": 0, + "n_pred": 1030, + "n_ref": 0 + }, + "10": { + "Dice": 0.5417142857142857, + "FN": 1426, + "FP": 980, + "IoU": 0.3714733542319749, + "TN": 241932, + "TP": 1422, + "n_pred": 2402, + "n_ref": 2848 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5332369942196532, + "FN": 76, + "FP": 570, + "IoU": 0.36354679802955664, + "TN": 244745, + "TP": 369, + "n_pred": 939, + "n_ref": 445 + }, + "13": { + "Dice": 0.796704368174727, + "FN": 709, + "FP": 3461, + "IoU": 0.6621019366339843, + "TN": 233419, + "TP": 8171, + "n_pred": 11632, + "n_ref": 8880 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.909736699868736, + "FN": 694, + "FP": 475, + "IoU": 0.8344192634560906, + "TN": 238700, + "TP": 5891, + "n_pred": 6366, + "n_ref": 6585 + }, + "5": { + "Dice": 0.7435732055652815, + "FN": 1783, + "FP": 1000, + "IoU": 0.5918157817541801, + "TN": 238942, + "TP": 4035, + "n_pred": 5035, + "n_ref": 5818 + }, + "6": { + "Dice": 0.8822501747030049, + "FN": 5707, + "FP": 1033, + "IoU": 0.7893091591122225, + "TN": 213770, + "TP": 25250, + "n_pred": 26283, + "n_ref": 30957 + }, + "7": { + "Dice": 0.816272346451118, + "FN": 102, + "FP": 6126, + "IoU": 0.6895778298360166, + "TN": 225697, + "TP": 13835, + "n_pred": 19961, + "n_ref": 13937 + }, + "8": { + "Dice": 0.9275987596063098, + "FN": 1633, + "FP": 1052, + "IoU": 0.8649735981895902, + "TN": 225875, + "TP": 17200, + "n_pred": 18252, + "n_ref": 18833 + }, + "9": { + "Dice": 0.7393483709273183, + "FN": 238, + "FP": 178, + "IoU": 0.5864811133200796, + "TN": 244754, + "TP": 590, + "n_pred": 768, + "n_ref": 828 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0007.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0007.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9387141895042221, + "FN": 69, + "FP": 1114, + "IoU": 0.884506492238602, + "TN": 251901, + "TP": 9060, + "n_pred": 10174, + "n_ref": 9129 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.7725141471301536, + "FN": 759, + "FP": 648, + "IoU": 0.6293466807165438, + "TN": 258348, + "TP": 2389, + "n_pred": 3037, + "n_ref": 3148 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.49845492408974873, + "FN": 3384, + "FP": 349, + "IoU": 0.3319613457408733, + "TN": 256556, + "TP": 1855, + "n_pred": 2204, + "n_ref": 5239 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.8731665228645384, + "FN": 2090, + "FP": 1879, + "IoU": 0.774885145482389, + "TN": 244513, + "TP": 13662, + "n_pred": 15541, + "n_ref": 15752 + }, + "2": { + "Dice": 0.9139021556731638, + "FN": 289, + "FP": 378, + "IoU": 0.8414547183265986, + "TN": 257937, + "TP": 3540, + "n_pred": 3918, + "n_ref": 3829 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.7766714082503556, + "FN": 538, + "FP": 1189, + "IoU": 0.6348837209302326, + "TN": 257414, + "TP": 3003, + "n_pred": 4192, + "n_ref": 3541 + }, + "5": { + "Dice": 0.7806796727501574, + "FN": 614, + "FP": 780, + "IoU": 0.640258064516129, + "TN": 258269, + "TP": 2481, + "n_pred": 3261, + "n_ref": 3095 + }, + "6": { + "Dice": 0.9167799268165185, + "FN": 1272, + "FP": 1912, + "IoU": 0.8463468777145063, + "TN": 241422, + "TP": 17538, + "n_pred": 19450, + "n_ref": 18810 + }, + "7": { + "Dice": 0.7877643504531722, + "FN": 2370, + "FP": 1002, + "IoU": 0.6498442367601246, + "TN": 252514, + "TP": 6258, + "n_pred": 7260, + "n_ref": 8628 + }, + "8": { + "Dice": 0.853653882846785, + "FN": 775, + "FP": 1526, + "IoU": 0.7446737683089214, + "TN": 253132, + "TP": 6711, + "n_pred": 8237, + "n_ref": 7486 + }, + "9": { + "Dice": 0.8930050924826513, + "FN": 2876, + "FP": 1179, + "IoU": 0.8066930447633122, + "TN": 241167, + "TP": 16922, + "n_pred": 18101, + "n_ref": 19798 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0011.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0011.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8377065111758989, + "FN": 167, + "FP": 0, + "IoU": 0.7207357859531772, + "TN": 261546, + "TP": 431, + "n_pred": 431, + "n_ref": 598 + }, + "10": { + "Dice": 0.709409594095941, + "FN": 984, + "FP": 906, + "IoU": 0.5496783416726233, + "TN": 257947, + "TP": 2307, + "n_pred": 3213, + "n_ref": 3291 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6515015688032273, + "FN": 1827, + "FP": 1283, + "IoU": 0.48313112846933687, + "TN": 256127, + "TP": 2907, + "n_pred": 4190, + "n_ref": 4734 + }, + "14": { + "Dice": 0.7477490151941475, + "FN": 1615, + "FP": 1971, + "IoU": 0.5971239186608246, + "TN": 253243, + "TP": 5315, + "n_pred": 7286, + "n_ref": 6930 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 23, + "IoU": 0.0, + "TN": 262121, + "TP": 0, + "n_pred": 23, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 9295, + "IoU": 0.0, + "TN": 252849, + "TP": 0, + "n_pred": 9295, + "n_ref": 0 + }, + "3": { + "Dice": 0.7245263157894737, + "FN": 9757, + "FP": 711, + "IoU": 0.5680448956012214, + "TN": 237910, + "TP": 13766, + "n_pred": 14477, + "n_ref": 23523 + }, + "4": { + "Dice": 0.8143729384518211, + "FN": 2066, + "FP": 579, + "IoU": 0.6868710784894045, + "TN": 253697, + "TP": 5802, + "n_pred": 6381, + "n_ref": 7868 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9211747351481829, + "FN": 1862, + "FP": 1077, + "IoU": 0.853868337311058, + "TN": 242032, + "TP": 17173, + "n_pred": 18250, + "n_ref": 19035 + }, + "7": { + "Dice": 0.0, + "FN": 4, + "FP": 2037, + "IoU": 0.0, + "TN": 260103, + "TP": 0, + "n_pred": 2037, + "n_ref": 4 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0019.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0019.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9884753987226603, + "FN": 441, + "FP": 205, + "IoU": 0.9772134038800705, + "TN": 250178, + "TP": 27704, + "n_pred": 27909, + "n_ref": 28145 + }, + "10": { + "Dice": 0.13528748590755355, + "FN": 52, + "FP": 6084, + "IoU": 0.07255139056831923, + "TN": 271912, + "TP": 480, + "n_pred": 6564, + "n_ref": 532 + }, + "11": { + "Dice": 0.8312138728323699, + "FN": 309, + "FP": 567, + "IoU": 0.7111770524233432, + "TN": 275495, + "TP": 2157, + "n_pred": 2724, + "n_ref": 2466 + }, + "12": { + "Dice": 0.6834098043950737, + "FN": 855, + "FP": 456, + "IoU": 0.5190755685986794, + "TN": 275802, + "TP": 1415, + "n_pred": 1871, + "n_ref": 2270 + }, + "13": { + "Dice": 0.17787418655097614, + "FN": 1044, + "FP": 851, + "IoU": 0.09761904761904762, + "TN": 276428, + "TP": 205, + "n_pred": 1056, + "n_ref": 1249 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.8956956956956957, + "FN": 942, + "FP": 100, + "IoU": 0.8110949963741841, + "TN": 273012, + "TP": 4474, + "n_pred": 4574, + "n_ref": 5416 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 278526, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "3": { + "Dice": 0.9651235393809652, + "FN": 571, + "FP": 602, + "IoU": 0.9325978279606965, + "TN": 261125, + "TP": 16230, + "n_pred": 16832, + "n_ref": 16801 + }, + "4": { + "Dice": 0.8683897296378167, + "FN": 1358, + "FP": 190, + "IoU": 0.7673929376408716, + "TN": 271873, + "TP": 5107, + "n_pred": 5297, + "n_ref": 6465 + }, + "5": { + "Dice": 0.7910134551289965, + "FN": 668, + "FP": 1025, + "IoU": 0.6542781294670206, + "TN": 273631, + "TP": 3204, + "n_pred": 4229, + "n_ref": 3872 + }, + "6": { + "Dice": 0.5177642886669712, + "FN": 20898, + "FP": 1267, + "IoU": 0.3493130577736026, + "TN": 244464, + "TP": 11899, + "n_pred": 13166, + "n_ref": 32797 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 14864, + "IoU": 0.0, + "TN": 263664, + "TP": 0, + "n_pred": 14864, + "n_ref": 0 + }, + "8": { + "Dice": 0.8790100824931256, + "FN": 124, + "FP": 140, + "IoU": 0.7841373671300081, + "TN": 277305, + "TP": 959, + "n_pred": 1099, + "n_ref": 1083 + }, + "9": { + "Dice": 0.3564044943820225, + "FN": 61, + "FP": 2803, + "IoU": 0.2168444079846869, + "TN": 274871, + "TP": 793, + "n_pred": 3596, + "n_ref": 854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0030.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0030.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8736767819336627, + "FN": 113, + "FP": 66, + "IoU": 0.7756892230576441, + "TN": 277730, + "TP": 619, + "n_pred": 685, + "n_ref": 732 + }, + "10": { + "Dice": 0.357839947950553, + "FN": 994, + "FP": 980, + "IoU": 0.2179080824088748, + "TN": 276004, + "TP": 550, + "n_pred": 1530, + "n_ref": 1544 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7459991793188346, + "FN": 514, + "FP": 724, + "IoU": 0.5948952879581152, + "TN": 275472, + "TP": 1818, + "n_pred": 2542, + "n_ref": 2332 + }, + "13": { + "Dice": 0.6967686093479515, + "FN": 364, + "FP": 3840, + "IoU": 0.5346468895284481, + "TN": 269494, + "TP": 4830, + "n_pred": 8670, + "n_ref": 5194 + }, + "14": { + "Dice": 0.9232572908016218, + "FN": 1989, + "FP": 1153, + "IoU": 0.8574539515470465, + "TN": 256486, + "TP": 18900, + "n_pred": 20053, + "n_ref": 20889 + }, + "15": { + "Dice": 0.8553365563406471, + "FN": 2176, + "FP": 158, + "IoU": 0.7472384665367121, + "TN": 269294, + "TP": 6900, + "n_pred": 7058, + "n_ref": 9076 + }, + "2": { + "Dice": 0.05555555555555555, + "FN": 50, + "FP": 154, + "IoU": 0.02857142857142857, + "TN": 278318, + "TP": 6, + "n_pred": 160, + "n_ref": 56 + }, + "3": { + "Dice": 0.8602184581288587, + "FN": 352, + "FP": 531, + "IoU": 0.7547222222222222, + "TN": 274928, + "TP": 2717, + "n_pred": 3248, + "n_ref": 3069 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8338312557947872, + "FN": 535, + "FP": 1078, + "IoU": 0.7150176678445229, + "TN": 272868, + "TP": 4047, + "n_pred": 5125, + "n_ref": 4582 + }, + "7": { + "Dice": 0.8466840251187012, + "FN": 892, + "FP": 109, + "IoU": 0.7341301460823373, + "TN": 274763, + "TP": 2764, + "n_pred": 2873, + "n_ref": 3656 + }, + "8": { + "Dice": 0.8122963592576852, + "FN": 241, + "FP": 1084, + "IoU": 0.6839217557251909, + "TN": 274336, + "TP": 2867, + "n_pred": 3951, + "n_ref": 3108 + }, + "9": { + "Dice": 0.8068370394955194, + "FN": 1134, + "FP": 1194, + "IoU": 0.6762169680111265, + "TN": 271338, + "TP": 4862, + "n_pred": 6056, + "n_ref": 5996 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0035.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0035.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8878856282919488, + "FN": 47, + "FP": 102, + "IoU": 0.7983761840324763, + "TN": 277789, + "TP": 590, + "n_pred": 692, + "n_ref": 637 + }, + "10": { + "Dice": 0.8219136273462536, + "FN": 429, + "FP": 738, + "IoU": 0.6976683937823834, + "TN": 274668, + "TP": 2693, + "n_pred": 3431, + "n_ref": 3122 + }, + "11": { + "Dice": 0.6958270487682252, + "FN": 644, + "FP": 566, + "IoU": 0.5335389360061681, + "TN": 275934, + "TP": 1384, + "n_pred": 1950, + "n_ref": 2028 + }, + "12": { + "Dice": 0.754903758020165, + "FN": 591, + "FP": 746, + "IoU": 0.606301531213192, + "TN": 275132, + "TP": 2059, + "n_pred": 2805, + "n_ref": 2650 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 875, + "IoU": 0.0, + "TN": 277653, + "TP": 0, + "n_pred": 875, + "n_ref": 0 + }, + "14": { + "Dice": 0.9780472722275663, + "FN": 1223, + "FP": 55, + "IoU": 0.9570376844723838, + "TN": 248781, + "TP": 28469, + "n_pred": 28524, + "n_ref": 29692 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 278520, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "2": { + "Dice": 0.6355140186915887, + "FN": 39, + "FP": 0, + "IoU": 0.4657534246575342, + "TN": 278455, + "TP": 34, + "n_pred": 34, + "n_ref": 73 + }, + "3": { + "Dice": 0.9541284403669725, + "FN": 101, + "FP": 9, + "IoU": 0.9122807017543859, + "TN": 277274, + "TP": 1144, + "n_pred": 1153, + "n_ref": 1245 + }, + "4": { + "Dice": 0.9266859777242871, + "FN": 644, + "FP": 1153, + "IoU": 0.8633875627185646, + "TN": 265374, + "TP": 11357, + "n_pred": 12510, + "n_ref": 12001 + }, + "5": { + "Dice": 0.5761353517364203, + "FN": 81, + "FP": 871, + "IoU": 0.4046278924327705, + "TN": 276929, + "TP": 647, + "n_pred": 1518, + "n_ref": 728 + }, + "6": { + "Dice": 0.9580008785999612, + "FN": 2933, + "FP": 1178, + "IoU": 0.9193874149459772, + "TN": 227531, + "TP": 46886, + "n_pred": 48064, + "n_ref": 49819 + }, + "7": { + "Dice": 0.896343850309246, + "FN": 1398, + "FP": 1250, + "IoU": 0.8121586153082216, + "TN": 264431, + "TP": 11449, + "n_pred": 12699, + "n_ref": 12847 + }, + "8": { + "Dice": 0.9386780129138208, + "FN": 778, + "FP": 865, + "IoU": 0.8844422562948375, + "TN": 264310, + "TP": 12575, + "n_pred": 13440, + "n_ref": 13353 + }, + "9": { + "Dice": 0.9026475226159847, + "FN": 726, + "FP": 447, + "IoU": 0.8225684465285131, + "TN": 271917, + "TP": 5438, + "n_pred": 5885, + "n_ref": 6164 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0038.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0038.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 257, + "IoU": 0.0, + "TN": 245503, + "TP": 0, + "n_pred": 257, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.7728310502283106, + "FN": 566, + "FP": 230, + "IoU": 0.6297674418604651, + "TN": 243610, + "TP": 1354, + "n_pred": 1584, + "n_ref": 1920 + }, + "12": { + "Dice": 0.8725770575150937, + "FN": 452, + "FP": 350, + "IoU": 0.7739571589627959, + "TN": 242212, + "TP": 2746, + "n_pred": 3096, + "n_ref": 3198 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.41617819460726846, + "FN": 9, + "FP": 2979, + "IoU": 0.2627683197631384, + "TN": 241707, + "TP": 1065, + "n_pred": 4044, + "n_ref": 1074 + }, + "15": { + "Dice": 0.39114391143911437, + "FN": 1081, + "FP": 3539, + "IoU": 0.24311926605504589, + "TN": 239656, + "TP": 1484, + "n_pred": 5023, + "n_ref": 2565 + }, + "2": { + "Dice": 0.7339675828047921, + "FN": 5983, + "FP": 57, + "IoU": 0.5797383801836905, + "TN": 231388, + "TP": 8332, + "n_pred": 8389, + "n_ref": 14315 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 5513, + "IoU": 0.0, + "TN": 240247, + "TP": 0, + "n_pred": 5513, + "n_ref": 0 + }, + "4": { + "Dice": 0.7910219802111694, + "FN": 1239, + "FP": 1908, + "IoU": 0.6542897945732177, + "TN": 236657, + "TP": 5956, + "n_pred": 7864, + "n_ref": 7195 + }, + "5": { + "Dice": 0.8850396274205409, + "FN": 698, + "FP": 709, + "IoU": 0.7937857247545068, + "TN": 238937, + "TP": 5416, + "n_pred": 6125, + "n_ref": 6114 + }, + "6": { + "Dice": 0.9272903449914986, + "FN": 2106, + "FP": 1871, + "IoU": 0.8644373998704707, + "TN": 216423, + "TP": 25360, + "n_pred": 27231, + "n_ref": 27466 + }, + "7": { + "Dice": 0.6489284504861884, + "FN": 7123, + "FP": 134, + "IoU": 0.4803065024348324, + "TN": 231796, + "TP": 6707, + "n_pred": 6841, + "n_ref": 13830 + }, + "8": { + "Dice": 0.9638514623726585, + "FN": 229, + "FP": 211, + "IoU": 0.9302251823660006, + "TN": 239454, + "TP": 5866, + "n_pred": 6077, + "n_ref": 6095 + }, + "9": { + "Dice": 0.6637362637362637, + "FN": 104, + "FP": 202, + "IoU": 0.4967105263157895, + "TN": 245152, + "TP": 302, + "n_pred": 504, + "n_ref": 406 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0043.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0043.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 257, + "IoU": 0.0, + "TN": 245503, + "TP": 0, + "n_pred": 257, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 2, + "FP": 173, + "IoU": 0.0, + "TN": 245585, + "TP": 0, + "n_pred": 173, + "n_ref": 2 + }, + "11": { + "Dice": 0.4204035874439462, + "FN": 766, + "FP": 268, + "IoU": 0.26614620298083747, + "TN": 244351, + "TP": 375, + "n_pred": 643, + "n_ref": 1141 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8891568080777635, + "FN": 1406, + "FP": 65, + "IoU": 0.8004341337674671, + "TN": 238389, + "TP": 5900, + "n_pred": 5965, + "n_ref": 7306 + }, + "14": { + "Dice": 0.9085086916742909, + "FN": 251, + "FP": 2349, + "IoU": 0.8323554065381391, + "TN": 230251, + "TP": 12909, + "n_pred": 15258, + "n_ref": 13160 + }, + "15": { + "Dice": 0.005802707930367505, + "FN": 351, + "FP": 3761, + "IoU": 0.002909796314258002, + "TN": 241636, + "TP": 12, + "n_pred": 3773, + "n_ref": 363 + }, + "2": { + "Dice": 0.8226727794258256, + "FN": 6895, + "FP": 338, + "IoU": 0.6987630669276581, + "TN": 221749, + "TP": 16778, + "n_pred": 17116, + "n_ref": 23673 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 5314, + "IoU": 0.0, + "TN": 240446, + "TP": 0, + "n_pred": 5314, + "n_ref": 0 + }, + "4": { + "Dice": 0.8065885986359542, + "FN": 170, + "FP": 1333, + "IoU": 0.6758680181151606, + "TN": 241123, + "TP": 3134, + "n_pred": 4467, + "n_ref": 3304 + }, + "5": { + "Dice": 0.6477894553982455, + "FN": 666, + "FP": 3389, + "IoU": 0.4790596094552929, + "TN": 237976, + "TP": 3729, + "n_pred": 7118, + "n_ref": 4395 + }, + "6": { + "Dice": 0.9493012048192772, + "FN": 1789, + "FP": 1367, + "IoU": 0.9034950921933768, + "TN": 213057, + "TP": 29547, + "n_pred": 30914, + "n_ref": 31336 + }, + "7": { + "Dice": 0.5024437927663734, + "FN": 3201, + "FP": 362, + "IoU": 0.33550913838120106, + "TN": 240398, + "TP": 1799, + "n_pred": 2161, + "n_ref": 5000 + }, + "8": { + "Dice": 0.0, + "FN": 11, + "FP": 4606, + "IoU": 0.0, + "TN": 241143, + "TP": 0, + "n_pred": 4606, + "n_ref": 11 + }, + "9": { + "Dice": 0.5464534645346454, + "FN": 4719, + "FP": 812, + "IoU": 0.37594493963669184, + "TN": 236897, + "TP": 3332, + "n_pred": 4144, + "n_ref": 8051 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0048.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0048.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9752220888355342, + "FN": 200, + "FP": 832, + "IoU": 0.9516423785202193, + "TN": 257187, + "TP": 20309, + "n_pred": 21141, + "n_ref": 20509 + }, + "10": { + "Dice": 0.493368700265252, + "FN": 34, + "FP": 157, + "IoU": 0.3274647887323944, + "TN": 278244, + "TP": 93, + "n_pred": 250, + "n_ref": 127 + }, + "11": { + "Dice": 0.107095046854083, + "FN": 657, + "FP": 10, + "IoU": 0.056577086280056574, + "TN": 277821, + "TP": 40, + "n_pred": 50, + "n_ref": 697 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.49212924606462305, + "FN": 1577, + "FP": 1488, + "IoU": 0.3263736263736264, + "TN": 273978, + "TP": 1485, + "n_pred": 2973, + "n_ref": 3062 + }, + "14": { + "Dice": 0.5545690969419783, + "FN": 168, + "FP": 4799, + "IoU": 0.38367043057451294, + "TN": 270469, + "TP": 3092, + "n_pred": 7891, + "n_ref": 3260 + }, + "15": { + "Dice": 0.8608968866038275, + "FN": 2911, + "FP": 498, + "IoU": 0.7557673019057172, + "TN": 264570, + "TP": 10549, + "n_pred": 11047, + "n_ref": 13460 + }, + "2": { + "Dice": 0.7171584191641498, + "FN": 9902, + "FP": 1055, + "IoU": 0.5590389568576948, + "TN": 253680, + "TP": 13891, + "n_pred": 14946, + "n_ref": 23793 + }, + "3": { + "Dice": 0.96770921386306, + "FN": 675, + "FP": 280, + "IoU": 0.9374385849983623, + "TN": 263263, + "TP": 14310, + "n_pred": 14590, + "n_ref": 14985 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1150, + "IoU": 0.0, + "TN": 277378, + "TP": 0, + "n_pred": 1150, + "n_ref": 0 + }, + "5": { + "Dice": 0.8418401611820013, + "FN": 579, + "FP": 363, + "IoU": 0.7268773557552914, + "TN": 275079, + "TP": 2507, + "n_pred": 2870, + "n_ref": 3086 + }, + "6": { + "Dice": 0.9419546436285097, + "FN": 2514, + "FP": 926, + "IoU": 0.8902781321765757, + "TN": 247176, + "TP": 27912, + "n_pred": 28838, + "n_ref": 30426 + }, + "7": { + "Dice": 0.008839779005524863, + "FN": 1384, + "FP": 2204, + "IoU": 0.004439511653718091, + "TN": 274924, + "TP": 16, + "n_pred": 2220, + "n_ref": 1400 + }, + "8": { + "Dice": 0.9235343618513324, + "FN": 467, + "FP": 896, + "IoU": 0.8579320408588701, + "TN": 268934, + "TP": 8231, + "n_pred": 9127, + "n_ref": 8698 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 126, + "IoU": 0.0, + "TN": 278402, + "TP": 0, + "n_pred": 126, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0058.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0058.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9769238693726177, + "FN": 192, + "FP": 256, + "IoU": 0.9548887322525426, + "TN": 268597, + "TP": 9483, + "n_pred": 9739, + "n_ref": 9675 + }, + "10": { + "Dice": 0.85503157329034, + "FN": 3069, + "FP": 1247, + "IoU": 0.7467730579676133, + "TN": 261484, + "TP": 12728, + "n_pred": 13975, + "n_ref": 15797 + }, + "11": { + "Dice": 0.7885402455661664, + "FN": 171, + "FP": 759, + "IoU": 0.6509009009009009, + "TN": 275864, + "TP": 1734, + "n_pred": 2493, + "n_ref": 1905 + }, + "12": { + "Dice": 0.7811747267000185, + "FN": 481, + "FP": 700, + "IoU": 0.6409242930982061, + "TN": 275239, + "TP": 2108, + "n_pred": 2808, + "n_ref": 2589 + }, + "13": { + "Dice": 0.7179334326875311, + "FN": 2024, + "FP": 815, + "IoU": 0.5599814011159331, + "TN": 272076, + "TP": 3613, + "n_pred": 4428, + "n_ref": 5637 + }, + "14": { + "Dice": 0.8862132839375496, + "FN": 309, + "FP": 551, + "IoU": 0.7956759325255405, + "TN": 274319, + "TP": 3349, + "n_pred": 3900, + "n_ref": 3658 + }, + "15": { + "Dice": 0.8586763886779077, + "FN": 1137, + "FP": 1654, + "IoU": 0.7523513753327418, + "TN": 267258, + "TP": 8479, + "n_pred": 10133, + "n_ref": 9616 + }, + "2": { + "Dice": 0.8906882591093117, + "FN": 27, + "FP": 0, + "IoU": 0.8029197080291971, + "TN": 278391, + "TP": 110, + "n_pred": 110, + "n_ref": 137 + }, + "3": { + "Dice": 0.9546599496221663, + "FN": 54, + "FP": 90, + "IoU": 0.9132530120481928, + "TN": 276868, + "TP": 1516, + "n_pred": 1606, + "n_ref": 1570 + }, + "4": { + "Dice": 0.9258597934942939, + "FN": 646, + "FP": 309, + "IoU": 0.8619543220583984, + "TN": 271610, + "TP": 5963, + "n_pred": 6272, + "n_ref": 6609 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9319762510602205, + "FN": 208, + "FP": 594, + "IoU": 0.8726175349428208, + "TN": 272232, + "TP": 5494, + "n_pred": 6088, + "n_ref": 5702 + }, + "7": { + "Dice": 0.9079671218691346, + "FN": 2380, + "FP": 464, + "IoU": 0.8314466899780715, + "TN": 261655, + "TP": 14029, + "n_pred": 14493, + "n_ref": 16409 + }, + "8": { + "Dice": 0.9490249228220766, + "FN": 322, + "FP": 355, + "IoU": 0.9029946983808569, + "TN": 271549, + "TP": 6302, + "n_pred": 6657, + "n_ref": 6624 + }, + "9": { + "Dice": 0.9382772020725388, + "FN": 845, + "FP": 1061, + "IoU": 0.8837308607332398, + "TN": 262135, + "TP": 14487, + "n_pred": 15548, + "n_ref": 15332 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0086.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0086.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9405346426623022, + "FN": 184, + "FP": 34, + "IoU": 0.8877445932028837, + "TN": 276586, + "TP": 1724, + "n_pred": 1758, + "n_ref": 1908 + }, + "10": { + "Dice": 0.7623770514260665, + "FN": 5293, + "FP": 3380, + "IoU": 0.6160010626051536, + "TN": 255942, + "TP": 13913, + "n_pred": 17293, + "n_ref": 19206 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 21, + "IoU": 0.0, + "TN": 278507, + "TP": 0, + "n_pred": 21, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7973598943957758, + "FN": 1082, + "FP": 7361, + "IoU": 0.6630079029296719, + "TN": 253474, + "TP": 16611, + "n_pred": 23972, + "n_ref": 17693 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 258, + "IoU": 0.0, + "TN": 278270, + "TP": 0, + "n_pred": 258, + "n_ref": 0 + }, + "15": { + "Dice": 0.7393784192759865, + "FN": 55, + "FP": 4423, + "IoU": 0.5865189289012004, + "TN": 267698, + "TP": 6352, + "n_pred": 10775, + "n_ref": 6407 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9694387109661096, + "FN": 400, + "FP": 59, + "IoU": 0.9406900116294095, + "TN": 270789, + "TP": 7280, + "n_pred": 7339, + "n_ref": 7680 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8760141093474427, + "FN": 598, + "FP": 808, + "IoU": 0.779381766828809, + "TN": 272155, + "TP": 4967, + "n_pred": 5775, + "n_ref": 5565 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 28, + "IoU": 0.0, + "TN": 278500, + "TP": 0, + "n_pred": 28, + "n_ref": 0 + }, + "7": { + "Dice": 0.09399031614924523, + "FN": 6, + "FP": 3175, + "IoU": 0.04931261207411835, + "TN": 275182, + "TP": 165, + "n_pred": 3340, + "n_ref": 171 + }, + "8": { + "Dice": 0.9607433423731828, + "FN": 486, + "FP": 397, + "IoU": 0.9244524298425736, + "TN": 266840, + "TP": 10805, + "n_pred": 11202, + "n_ref": 11291 + }, + "9": { + "Dice": 0.6051282051282051, + "FN": 74, + "FP": 3, + "IoU": 0.4338235294117647, + "TN": 278392, + "TP": 59, + "n_pred": 62, + "n_ref": 133 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0098.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0098.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 171, + "IoU": 0.0, + "TN": 278357, + "TP": 0, + "n_pred": 171, + "n_ref": 0 + }, + "10": { + "Dice": 0.7921526805749961, + "FN": 4319, + "FP": 5036, + "IoU": 0.6558384224854683, + "TN": 251346, + "TP": 17827, + "n_pred": 22863, + "n_ref": 22146 + }, + "11": { + "Dice": 0.8507462686567164, + "FN": 91, + "FP": 129, + "IoU": 0.7402597402597403, + "TN": 277681, + "TP": 627, + "n_pred": 756, + "n_ref": 718 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 229, + "IoU": 0.0, + "TN": 278299, + "TP": 0, + "n_pred": 229, + "n_ref": 0 + }, + "13": { + "Dice": 0.6421849751275308, + "FN": 5909, + "FP": 5384, + "IoU": 0.4729546833434452, + "TN": 257101, + "TP": 10134, + "n_pred": 15518, + "n_ref": 16043 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.854001310711425, + "FN": 1608, + "FP": 397, + "IoU": 0.745202694116152, + "TN": 270659, + "TP": 5864, + "n_pred": 6261, + "n_ref": 7472 + }, + "3": { + "Dice": 0.8329636580788261, + "FN": 996, + "FP": 962, + "IoU": 0.7137426900584796, + "TN": 271688, + "TP": 4882, + "n_pred": 5844, + "n_ref": 5878 + }, + "4": { + "Dice": 0.0, + "FN": 1464, + "FP": 0, + "IoU": 0.0, + "TN": 277064, + "TP": 0, + "n_pred": 0, + "n_ref": 1464 + }, + "5": { + "Dice": 0.8044719893061125, + "FN": 289, + "FP": 1320, + "IoU": 0.6729009961374263, + "TN": 273609, + "TP": 3310, + "n_pred": 4630, + "n_ref": 3599 + }, + "6": { + "Dice": 0.8532588728047615, + "FN": 1158, + "FP": 839, + "IoU": 0.7440727925156991, + "TN": 270725, + "TP": 5806, + "n_pred": 6645, + "n_ref": 6964 + }, + "7": { + "Dice": 0.27362924281984335, + "FN": 155, + "FP": 1236, + "IoU": 0.15849969751966123, + "TN": 276875, + "TP": 262, + "n_pred": 1498, + "n_ref": 417 + }, + "8": { + "Dice": 0.8082467452462113, + "FN": 842, + "FP": 3827, + "IoU": 0.6781997380935971, + "TN": 264019, + "TP": 9840, + "n_pred": 13667, + "n_ref": 10682 + }, + "9": { + "Dice": 0.8116201918766252, + "FN": 3641, + "FP": 561, + "IoU": 0.6829636336200392, + "TN": 265274, + "TP": 9052, + "n_pred": 9613, + "n_ref": 12693 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0102.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0102.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9187586479541411, + "FN": 503, + "FP": 1141, + "IoU": 0.8497257769652651, + "TN": 267588, + "TP": 9296, + "n_pred": 10437, + "n_ref": 9799 + }, + "10": { + "Dice": 0.8342383801196502, + "FN": 759, + "FP": 1042, + "IoU": 0.7156166114006001, + "TN": 272195, + "TP": 4532, + "n_pred": 5574, + "n_ref": 5291 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7391270276624089, + "FN": 873, + "FP": 2456, + "IoU": 0.5862026103169671, + "TN": 270483, + "TP": 4716, + "n_pred": 7172, + "n_ref": 5589 + }, + "14": { + "Dice": 0.6029846543713924, + "FN": 4023, + "FP": 1617, + "IoU": 0.4316235009573718, + "TN": 268605, + "TP": 4283, + "n_pred": 5900, + "n_ref": 8306 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9582629266644137, + "FN": 213, + "FP": 281, + "IoU": 0.9198702351987024, + "TN": 272363, + "TP": 5671, + "n_pred": 5952, + "n_ref": 5884 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 617, + "IoU": 0.0, + "TN": 277911, + "TP": 0, + "n_pred": 617, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8844871989092562, + "FN": 1777, + "FP": 1273, + "IoU": 0.7928973993345556, + "TN": 263801, + "TP": 11677, + "n_pred": 12950, + "n_ref": 13454 + }, + "7": { + "Dice": 0.8895442979412445, + "FN": 1575, + "FP": 335, + "IoU": 0.8010623893344443, + "TN": 268927, + "TP": 7691, + "n_pred": 8026, + "n_ref": 9266 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0109.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0109.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4183593311637302, + "FN": 1636, + "FP": 3547, + "IoU": 0.26450972044841775, + "TN": 271481, + "TP": 1864, + "n_pred": 5411, + "n_ref": 3500 + }, + "10": { + "Dice": 0.9519373279695109, + "FN": 1114, + "FP": 21, + "IoU": 0.9082828282828282, + "TN": 266153, + "TP": 11240, + "n_pred": 11261, + "n_ref": 12354 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 278527, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.678045515394913, + "FN": 1186, + "FP": 738, + "IoU": 0.5129113924050633, + "TN": 274578, + "TP": 2026, + "n_pred": 2764, + "n_ref": 3212 + }, + "14": { + "Dice": 0.7780263484961472, + "FN": 130, + "FP": 2549, + "IoU": 0.6366965012205045, + "TN": 271154, + "TP": 4695, + "n_pred": 7244, + "n_ref": 4825 + }, + "15": { + "Dice": 0.9249813337525052, + "FN": 1447, + "FP": 462, + "IoU": 0.8604328118145927, + "TN": 264850, + "TP": 11769, + "n_pred": 12231, + "n_ref": 13216 + }, + "2": { + "Dice": 0.7147995889003084, + "FN": 6594, + "FP": 66, + "IoU": 0.5561775289884047, + "TN": 263522, + "TP": 8346, + "n_pred": 8412, + "n_ref": 14940 + }, + "3": { + "Dice": 0.7072392852461882, + "FN": 4, + "FP": 6697, + "IoU": 0.5470767151064548, + "TN": 263733, + "TP": 8094, + "n_pred": 14791, + "n_ref": 8098 + }, + "4": { + "Dice": 0.8418644552473549, + "FN": 671, + "FP": 435, + "IoU": 0.7269135802469135, + "TN": 274478, + "TP": 2944, + "n_pred": 3379, + "n_ref": 3615 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 126, + "IoU": 0.0, + "TN": 278402, + "TP": 0, + "n_pred": 126, + "n_ref": 0 + }, + "6": { + "Dice": 0.6404111167442503, + "FN": 14109, + "FP": 1495, + "IoU": 0.47103291637004646, + "TN": 249029, + "TP": 13895, + "n_pred": 15390, + "n_ref": 28004 + }, + "7": { + "Dice": 0.8423283874123594, + "FN": 706, + "FP": 3162, + "IoU": 0.727605633802817, + "TN": 264328, + "TP": 10332, + "n_pred": 13494, + "n_ref": 11038 + }, + "8": { + "Dice": 0.9828697328559626, + "FN": 234, + "FP": 77, + "IoU": 0.9663164735188996, + "TN": 269295, + "TP": 8922, + "n_pred": 8999, + "n_ref": 9156 + }, + "9": { + "Dice": 0.5033112582781457, + "FN": 66, + "FP": 9, + "IoU": 0.336283185840708, + "TN": 278415, + "TP": 38, + "n_pred": 47, + "n_ref": 104 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0124.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0124.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8165262735659847, + "FN": 2189, + "FP": 98, + "IoU": 0.6899403470715835, + "TN": 287536, + "TP": 5089, + "n_pred": 5187, + "n_ref": 7278 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 5221, + "IoU": 0.0, + "TN": 289691, + "TP": 0, + "n_pred": 5221, + "n_ref": 0 + }, + "11": { + "Dice": 0.5957446808510638, + "FN": 39, + "FP": 360, + "IoU": 0.42424242424242425, + "TN": 294219, + "TP": 294, + "n_pred": 654, + "n_ref": 333 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 294912, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8711382288488807, + "FN": 1516, + "FP": 1483, + "IoU": 0.7716961023142509, + "TN": 281776, + "TP": 10137, + "n_pred": 11620, + "n_ref": 11653 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 294912, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 62, + "IoU": 0.0, + "TN": 294850, + "TP": 0, + "n_pred": 62, + "n_ref": 0 + }, + "2": { + "Dice": 0.32467206951290833, + "FN": 24050, + "FP": 199, + "IoU": 0.1937961300618392, + "TN": 264834, + "TP": 5829, + "n_pred": 6028, + "n_ref": 29879 + }, + "3": { + "Dice": 0.37484360237979725, + "FN": 39, + "FP": 24444, + "IoU": 0.2306507871665148, + "TN": 263089, + "TP": 7340, + "n_pred": 31784, + "n_ref": 7379 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 15, + "IoU": 0.0, + "TN": 294897, + "TP": 0, + "n_pred": 15, + "n_ref": 0 + }, + "5": { + "Dice": 0.8945221445221445, + "FN": 878, + "FP": 208, + "IoU": 0.8091723774380601, + "TN": 289221, + "TP": 4605, + "n_pred": 4813, + "n_ref": 5483 + }, + "6": { + "Dice": 0.594039270687237, + "FN": 8368, + "FP": 3210, + "IoU": 0.42251483864531897, + "TN": 274863, + "TP": 8471, + "n_pred": 11681, + "n_ref": 16839 + }, + "7": { + "Dice": 0.5281369901946852, + "FN": 377, + "FP": 12905, + "IoU": 0.3588221095824282, + "TN": 274197, + "TP": 7433, + "n_pred": 20338, + "n_ref": 7810 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 294910, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "9": { + "Dice": 0.9486749412948675, + "FN": 120, + "FP": 186, + "IoU": 0.9023611997447352, + "TN": 291778, + "TP": 2828, + "n_pred": 3014, + "n_ref": 2948 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0153.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0153.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9562019391507857, + "FN": 113, + "FP": 18, + "IoU": 0.9160794362588085, + "TN": 260583, + "TP": 1430, + "n_pred": 1448, + "n_ref": 1543 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 601, + "IoU": 0.0, + "TN": 261543, + "TP": 0, + "n_pred": 601, + "n_ref": 0 + }, + "11": { + "Dice": 0.8145600458584121, + "FN": 455, + "FP": 192, + "IoU": 0.687137330754352, + "TN": 260076, + "TP": 1421, + "n_pred": 1613, + "n_ref": 1876 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7878787878787878, + "FN": 23, + "FP": 89, + "IoU": 0.65, + "TN": 261824, + "TP": 208, + "n_pred": 297, + "n_ref": 231 + }, + "14": { + "Dice": 0.9403689403689404, + "FN": 170, + "FP": 942, + "IoU": 0.8874493927125506, + "TN": 252264, + "TP": 8768, + "n_pred": 9710, + "n_ref": 8938 + }, + "15": { + "Dice": 0.9246823018906912, + "FN": 670, + "FP": 59, + "IoU": 0.8599154496541123, + "TN": 256940, + "TP": 4475, + "n_pred": 4534, + "n_ref": 5145 + }, + "2": { + "Dice": 0.8825, + "FN": 93, + "FP": 1, + "IoU": 0.7897091722595079, + "TN": 261697, + "TP": 353, + "n_pred": 354, + "n_ref": 446 + }, + "3": { + "Dice": 0.9752961571800057, + "FN": 228, + "FP": 114, + "IoU": 0.9517834484703228, + "TN": 255051, + "TP": 6751, + "n_pred": 6865, + "n_ref": 6979 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 5634, + "IoU": 0.0, + "TN": 256510, + "TP": 0, + "n_pred": 5634, + "n_ref": 0 + }, + "5": { + "Dice": 0.5556108897742363, + "FN": 4196, + "FP": 1158, + "IoU": 0.38466842891621655, + "TN": 253443, + "TP": 3347, + "n_pred": 4505, + "n_ref": 7543 + }, + "6": { + "Dice": 0.9079304174583557, + "FN": 2573, + "FP": 2418, + "IoU": 0.8313851351351351, + "TN": 232544, + "TP": 24609, + "n_pred": 27027, + "n_ref": 27182 + }, + "7": { + "Dice": 0.6195063829787234, + "FN": 10649, + "FP": 528, + "IoU": 0.44875715131189586, + "TN": 241868, + "TP": 9099, + "n_pred": 9627, + "n_ref": 19748 + }, + "8": { + "Dice": 0.9590799233269439, + "FN": 727, + "FP": 1728, + "IoU": 0.9213771016813451, + "TN": 230919, + "TP": 28770, + "n_pred": 30498, + "n_ref": 29497 + }, + "9": { + "Dice": 0.9320881583862533, + "FN": 1133, + "FP": 685, + "IoU": 0.8728137680145516, + "TN": 247850, + "TP": 12476, + "n_pred": 13161, + "n_ref": 13609 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0170.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0170.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8532374100719424, + "FN": 1, + "FP": 203, + "IoU": 0.7440401505646174, + "TN": 261347, + "TP": 593, + "n_pred": 796, + "n_ref": 594 + }, + "10": { + "Dice": 0.657348301416098, + "FN": 1791, + "FP": 7549, + "IoU": 0.48958959505983934, + "TN": 243845, + "TP": 8959, + "n_pred": 16508, + "n_ref": 10750 + }, + "11": { + "Dice": 0.7403525488327776, + "FN": 200, + "FP": 345, + "IoU": 0.5877458396369137, + "TN": 260822, + "TP": 777, + "n_pred": 1122, + "n_ref": 977 + }, + "12": { + "Dice": 0.0, + "FN": 24, + "FP": 0, + "IoU": 0.0, + "TN": 262120, + "TP": 0, + "n_pred": 0, + "n_ref": 24 + }, + "13": { + "Dice": 0.8040698841957293, + "FN": 2528, + "FP": 399, + "IoU": 0.6723385200940334, + "TN": 253211, + "TP": 6006, + "n_pred": 6405, + "n_ref": 8534 + }, + "14": { + "Dice": 0.020138451856513532, + "FN": 128, + "FP": 10771, + "IoU": 0.010171646535282899, + "TN": 251133, + "TP": 112, + "n_pred": 10883, + "n_ref": 240 + }, + "15": { + "Dice": 0.8750420563892066, + "FN": 74, + "FP": 1783, + "IoU": 0.7778442397415959, + "TN": 253785, + "TP": 6502, + "n_pred": 8285, + "n_ref": 6576 + }, + "2": { + "Dice": 0.9657656372583981, + "FN": 852, + "FP": 108, + "IoU": 0.9337976691262672, + "TN": 247643, + "TP": 13541, + "n_pred": 13649, + "n_ref": 14393 + }, + "3": { + "Dice": 0.9542359229699056, + "FN": 104, + "FP": 521, + "IoU": 0.9124772440834616, + "TN": 255003, + "TP": 6516, + "n_pred": 7037, + "n_ref": 6620 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.930476810112464, + "FN": 788, + "FP": 3700, + "IoU": 0.8699921786738507, + "TN": 227623, + "TP": 30033, + "n_pred": 33733, + "n_ref": 30821 + }, + "7": { + "Dice": 0.8737076829515508, + "FN": 2506, + "FP": 1232, + "IoU": 0.7757379409647228, + "TN": 245476, + "TP": 12930, + "n_pred": 14162, + "n_ref": 15436 + }, + "8": { + "Dice": 0.9251129761136216, + "FN": 60, + "FP": 404, + "IoU": 0.8606606606606607, + "TN": 258814, + "TP": 2866, + "n_pred": 3270, + "n_ref": 2926 + }, + "9": { + "Dice": 0.6729857819905213, + "FN": 2996, + "FP": 592, + "IoU": 0.5071428571428571, + "TN": 254864, + "TP": 3692, + "n_pred": 4284, + "n_ref": 6688 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0186.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0186.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 262136, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "10": { + "Dice": 0.9073587022493609, + "FN": 3503, + "FP": 1534, + "IoU": 0.8304268785348775, + "TN": 232440, + "TP": 24667, + "n_pred": 26201, + "n_ref": 28170 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.887317620650954, + "FN": 635, + "FP": 369, + "IoU": 0.7974581400040347, + "TN": 257187, + "TP": 3953, + "n_pred": 4322, + "n_ref": 4588 + }, + "14": { + "Dice": 0.9895133100295779, + "FN": 114, + "FP": 159, + "IoU": 0.9792442788717403, + "TN": 248991, + "TP": 12880, + "n_pred": 13039, + "n_ref": 12994 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 37, + "IoU": 0.0, + "TN": 262107, + "TP": 0, + "n_pred": 37, + "n_ref": 0 + }, + "2": { + "Dice": 0.9751102837022947, + "FN": 131, + "FP": 484, + "IoU": 0.951429474016743, + "TN": 249482, + "TP": 12047, + "n_pred": 12531, + "n_ref": 12178 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.9266626481816356, + "FN": 357, + "FP": 373, + "IoU": 0.863347061025833, + "TN": 256802, + "TP": 4612, + "n_pred": 4985, + "n_ref": 4969 + }, + "6": { + "Dice": 0.9070100143061517, + "FN": 7, + "FP": 58, + "IoU": 0.8298429319371727, + "TN": 261762, + "TP": 317, + "n_pred": 375, + "n_ref": 324 + }, + "7": { + "Dice": 0.54627539503386, + "FN": 196, + "FP": 5, + "IoU": 0.37577639751552794, + "TN": 261822, + "TP": 121, + "n_pred": 126, + "n_ref": 317 + }, + "8": { + "Dice": 0.9577409006297279, + "FN": 377, + "FP": 690, + "IoU": 0.9189086487308101, + "TN": 248986, + "TP": 12091, + "n_pred": 12781, + "n_ref": 12468 + }, + "9": { + "Dice": 0.9667427062072278, + "FN": 174, + "FP": 103, + "IoU": 0.9356263072275157, + "TN": 257841, + "TP": 4026, + "n_pred": 4129, + "n_ref": 4200 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0214.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0214.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8662005555023465, + "FN": 29, + "FP": 1368, + "IoU": 0.7639804020949484, + "TN": 256225, + "TP": 4522, + "n_pred": 5890, + "n_ref": 4551 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 2068, + "IoU": 0.0, + "TN": 260076, + "TP": 0, + "n_pred": 2068, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.49521988527724664, + "FN": 522, + "FP": 6, + "IoU": 0.3290978398983482, + "TN": 261357, + "TP": 259, + "n_pred": 265, + "n_ref": 781 + }, + "13": { + "Dice": 0.8053211009174311, + "FN": 917, + "FP": 1205, + "IoU": 0.6740900015358624, + "TN": 255633, + "TP": 4389, + "n_pred": 5594, + "n_ref": 5306 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.936408007356582, + "FN": 663, + "FP": 236, + "IoU": 0.8804203245544028, + "TN": 254626, + "TP": 6619, + "n_pred": 6855, + "n_ref": 7282 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.8494104435710275, + "FN": 106, + "FP": 1235, + "IoU": 0.7382393129025961, + "TN": 257021, + "TP": 3782, + "n_pred": 5017, + "n_ref": 3888 + }, + "4": { + "Dice": 0.8974197608558842, + "FN": 375, + "FP": 440, + "IoU": 0.8139269406392694, + "TN": 257764, + "TP": 3565, + "n_pred": 4005, + "n_ref": 3940 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9532438669971792, + "FN": 321, + "FP": 226, + "IoU": 0.9106647068430508, + "TN": 256021, + "TP": 5576, + "n_pred": 5802, + "n_ref": 5897 + }, + "7": { + "Dice": 0.9696530044734615, + "FN": 37, + "FP": 465, + "IoU": 0.9410936399906126, + "TN": 253622, + "TP": 8020, + "n_pred": 8485, + "n_ref": 8057 + }, + "8": { + "Dice": 0.7921137637842053, + "FN": 3918, + "FP": 1681, + "IoU": 0.655785073158736, + "TN": 245878, + "TP": 10667, + "n_pred": 12348, + "n_ref": 14585 + }, + "9": { + "Dice": 0.9668824041482155, + "FN": 444, + "FP": 431, + "IoU": 0.9358880422039859, + "TN": 248496, + "TP": 12773, + "n_pred": 13204, + "n_ref": 13217 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0248.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0248.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9215845442000162, + "FN": 1490, + "FP": 442, + "IoU": 0.8545728264960482, + "TN": 232475, + "TP": 11353, + "n_pred": 11795, + "n_ref": 12843 + }, + "10": { + "Dice": 0.8573201762551976, + "FN": 952, + "FP": 1347, + "IoU": 0.7502715620247664, + "TN": 236554, + "TP": 6907, + "n_pred": 8254, + "n_ref": 7859 + }, + "11": { + "Dice": 0.7508821453775583, + "FN": 814, + "FP": 245, + "IoU": 0.6011299435028249, + "TN": 243105, + "TP": 1596, + "n_pred": 1841, + "n_ref": 2410 + }, + "12": { + "Dice": 0.7390732829444627, + "FN": 275, + "FP": 1313, + "IoU": 0.5861350013031014, + "TN": 241923, + "TP": 2249, + "n_pred": 3562, + "n_ref": 2524 + }, + "13": { + "Dice": 0.7755977440622766, + "FN": 2064, + "FP": 761, + "IoU": 0.6334501102893474, + "TN": 238053, + "TP": 4882, + "n_pred": 5643, + "n_ref": 6946 + }, + "14": { + "Dice": 0.11041548093340922, + "FN": 24988, + "FP": 20, + "IoU": 0.058433734939759036, + "TN": 219200, + "TP": 1552, + "n_pred": 1572, + "n_ref": 26540 + }, + "15": { + "Dice": 0.508544235345014, + "FN": 1615, + "FP": 2929, + "IoU": 0.34097171863669323, + "TN": 238865, + "TP": 2351, + "n_pred": 5280, + "n_ref": 3966 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 20, + "IoU": 0.0, + "TN": 245740, + "TP": 0, + "n_pred": 20, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 245753, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 314, + "IoU": 0.0, + "TN": 245446, + "TP": 0, + "n_pred": 314, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6765917602996254, + "FN": 1346, + "FP": 12470, + "IoU": 0.5112494693646527, + "TN": 217492, + "TP": 14452, + "n_pred": 26922, + "n_ref": 15798 + }, + "7": { + "Dice": 0.6419776745077372, + "FN": 1608, + "FP": 5865, + "IoU": 0.47272983842517463, + "TN": 231587, + "TP": 6700, + "n_pred": 12565, + "n_ref": 8308 + }, + "8": { + "Dice": 0.9184782608695652, + "FN": 16, + "FP": 14, + "IoU": 0.8492462311557789, + "TN": 245561, + "TP": 169, + "n_pred": 183, + "n_ref": 185 + }, + "9": { + "Dice": 0.379746835443038, + "FN": 89, + "FP": 107, + "IoU": 0.234375, + "TN": 245504, + "TP": 60, + "n_pred": 167, + "n_ref": 149 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0268.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0268.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.962255524511049, + "FN": 119, + "FP": 624, + "IoU": 0.9272567064813002, + "TN": 268314, + "TP": 9471, + "n_pred": 10095, + "n_ref": 9590 + }, + "10": { + "Dice": 0.8614518399356526, + "FN": 405, + "FP": 284, + "IoU": 0.7566231013776051, + "TN": 275697, + "TP": 2142, + "n_pred": 2426, + "n_ref": 2547 + }, + "11": { + "Dice": 0.8048780487804879, + "FN": 11, + "FP": 37, + "IoU": 0.673469387755102, + "TN": 278381, + "TP": 99, + "n_pred": 136, + "n_ref": 110 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 20, + "IoU": 0.0, + "TN": 278508, + "TP": 0, + "n_pred": 20, + "n_ref": 0 + }, + "13": { + "Dice": 0.5024630541871922, + "FN": 95, + "FP": 6, + "IoU": 0.3355263157894737, + "TN": 278376, + "TP": 51, + "n_pred": 57, + "n_ref": 146 + }, + "14": { + "Dice": 0.8346231694249315, + "FN": 397, + "FP": 992, + "IoU": 0.7161830813240703, + "TN": 273634, + "TP": 3505, + "n_pred": 4497, + "n_ref": 3902 + }, + "15": { + "Dice": 0.8521398632252372, + "FN": 5289, + "FP": 73, + "IoU": 0.7423725556142795, + "TN": 257715, + "TP": 15451, + "n_pred": 15524, + "n_ref": 20740 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.27429773171098093, + "FN": 4766, + "FP": 65, + "IoU": 0.1589484679665738, + "TN": 272784, + "TP": 913, + "n_pred": 978, + "n_ref": 5679 + }, + "5": { + "Dice": 0.6326530612244898, + "FN": 940, + "FP": 392, + "IoU": 0.4626865671641791, + "TN": 276049, + "TP": 1147, + "n_pred": 1539, + "n_ref": 2087 + }, + "6": { + "Dice": 0.4712230215827338, + "FN": 859, + "FP": 23, + "IoU": 0.30823529411764705, + "TN": 277253, + "TP": 393, + "n_pred": 416, + "n_ref": 1252 + }, + "7": { + "Dice": 0.6044049131723845, + "FN": 286, + "FP": 7186, + "IoU": 0.4330804248861912, + "TN": 265348, + "TP": 5708, + "n_pred": 12894, + "n_ref": 5994 + }, + "8": { + "Dice": 0.9682923046243159, + "FN": 588, + "FP": 843, + "IoU": 0.9385335681456982, + "TN": 255247, + "TP": 21850, + "n_pred": 22693, + "n_ref": 22438 + }, + "9": { + "Dice": 0.897871393606764, + "FN": 557, + "FP": 820, + "IoU": 0.8146702557200538, + "TN": 271098, + "TP": 6053, + "n_pred": 6873, + "n_ref": 6610 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0273.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0273.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9995723623923269, + "FN": 7, + "FP": 7, + "IoU": 0.9991450903761603, + "TN": 262152, + "TP": 16362, + "n_pred": 16369, + "n_ref": 16369 + }, + "10": { + "Dice": 0.5809572301425662, + "FN": 454, + "FP": 1192, + "IoU": 0.40940078937926083, + "TN": 275741, + "TP": 1141, + "n_pred": 2333, + "n_ref": 1595 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8315377081292851, + "FN": 522, + "FP": 166, + "IoU": 0.7116512992455993, + "TN": 276142, + "TP": 1698, + "n_pred": 1864, + "n_ref": 2220 + }, + "13": { + "Dice": 0.7513995034805043, + "FN": 2363, + "FP": 2744, + "IoU": 0.6017933723196881, + "TN": 265703, + "TP": 7718, + "n_pred": 10462, + "n_ref": 10081 + }, + "14": { + "Dice": 0.919908996259592, + "FN": 839, + "FP": 1238, + "IoU": 0.8516958229203856, + "TN": 264523, + "TP": 11928, + "n_pred": 13166, + "n_ref": 12767 + }, + "15": { + "Dice": 0.8476419533619157, + "FN": 1096, + "FP": 361, + "IoU": 0.7355716878402904, + "TN": 273018, + "TP": 4053, + "n_pred": 4414, + "n_ref": 5149 + }, + "2": { + "Dice": 0.18181818181818182, + "FN": 129, + "FP": 6, + "IoU": 0.1, + "TN": 278378, + "TP": 15, + "n_pred": 21, + "n_ref": 144 + }, + "3": { + "Dice": 0.6603828730089142, + "FN": 315, + "FP": 13629, + "IoU": 0.492963892222101, + "TN": 251027, + "TP": 13557, + "n_pred": 27186, + "n_ref": 13872 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 278521, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.96007540973637, + "FN": 832, + "FP": 481, + "IoU": 0.9232163742690058, + "TN": 261428, + "TP": 15787, + "n_pred": 16268, + "n_ref": 16619 + }, + "7": { + "Dice": 0.7551020408163265, + "FN": 133, + "FP": 3323, + "IoU": 0.6065573770491803, + "TN": 269744, + "TP": 5328, + "n_pred": 8651, + "n_ref": 5461 + }, + "8": { + "Dice": 0.23976608187134502, + "FN": 248, + "FP": 12, + "IoU": 0.1362126245847176, + "TN": 278227, + "TP": 41, + "n_pred": 53, + "n_ref": 289 + }, + "9": { + "Dice": 0.8775270640406939, + "FN": 604, + "FP": 335, + "IoU": 0.7817801533813619, + "TN": 274225, + "TP": 3364, + "n_pred": 3699, + "n_ref": 3968 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0279.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0279.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.2909238249594814, + "FN": 3861, + "FP": 1389, + "IoU": 0.17022285443338075, + "TN": 255817, + "TP": 1077, + "n_pred": 2466, + "n_ref": 4938 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 463, + "IoU": 0.0, + "TN": 261681, + "TP": 0, + "n_pred": 463, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 9, + "IoU": 0.0, + "TN": 262135, + "TP": 0, + "n_pred": 9, + "n_ref": 0 + }, + "12": { + "Dice": 0.06451612903225806, + "FN": 1421, + "FP": 0, + "IoU": 0.03333333333333333, + "TN": 260674, + "TP": 49, + "n_pred": 49, + "n_ref": 1470 + }, + "13": { + "Dice": 0.05568233683249658, + "FN": 1737, + "FP": 332, + "IoU": 0.02863849765258216, + "TN": 260014, + "TP": 61, + "n_pred": 393, + "n_ref": 1798 + }, + "14": { + "Dice": 0.12912886461728176, + "FN": 5303, + "FP": 4584, + "IoU": 0.06902071563088512, + "TN": 251524, + "TP": 733, + "n_pred": 5317, + "n_ref": 6036 + }, + "15": { + "Dice": 0.49975149105367794, + "FN": 1, + "FP": 4025, + "IoU": 0.33311247308265696, + "TN": 256107, + "TP": 2011, + "n_pred": 6036, + "n_ref": 2012 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 19, + "IoU": 0.0, + "TN": 262125, + "TP": 0, + "n_pred": 19, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2426, + "IoU": 0.0, + "TN": 259718, + "TP": 0, + "n_pred": 2426, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8077894736842105, + "FN": 2985, + "FP": 667, + "IoU": 0.6775560656895638, + "TN": 250818, + "TP": 7674, + "n_pred": 8341, + "n_ref": 10659 + }, + "6": { + "Dice": 0.9690315592536064, + "FN": 647, + "FP": 611, + "IoU": 0.9399235912129895, + "TN": 241204, + "TP": 19682, + "n_pred": 20293, + "n_ref": 20329 + }, + "7": { + "Dice": 0.4678335278101906, + "FN": 5090, + "FP": 1751, + "IoU": 0.30534118602761984, + "TN": 252296, + "TP": 3007, + "n_pred": 4758, + "n_ref": 8097 + }, + "8": { + "Dice": 0.9816063519929777, + "FN": 176, + "FP": 285, + "IoU": 0.9638771352452593, + "TN": 249382, + "TP": 12301, + "n_pred": 12586, + "n_ref": 12477 + }, + "9": { + "Dice": 0.8898188902518219, + "FN": 61, + "FP": 1466, + "IoU": 0.8015078642922137, + "TN": 254451, + "TP": 6166, + "n_pred": 7632, + "n_ref": 6227 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0307.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0307.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.941138379848475, + "FN": 53, + "FP": 856, + "IoU": 0.888820939334638, + "TN": 253968, + "TP": 7267, + "n_pred": 8123, + "n_ref": 7320 + }, + "10": { + "Dice": 0.876972513915189, + "FN": 1981, + "FP": 2307, + "IoU": 0.7809003116856573, + "TN": 242573, + "TP": 15283, + "n_pred": 17590, + "n_ref": 17264 + }, + "11": { + "Dice": 0.6379555134879319, + "FN": 731, + "FP": 34, + "IoU": 0.4683808200138985, + "TN": 260705, + "TP": 674, + "n_pred": 708, + "n_ref": 1405 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 262142, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "13": { + "Dice": 0.5650793650793651, + "FN": 2723, + "FP": 2483, + "IoU": 0.3938053097345133, + "TN": 253556, + "TP": 3382, + "n_pred": 5865, + "n_ref": 6105 + }, + "14": { + "Dice": 0.9494734350964383, + "FN": 787, + "FP": 67, + "IoU": 0.9038071637756251, + "TN": 253266, + "TP": 8024, + "n_pred": 8091, + "n_ref": 8811 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.004206098843322818, + "FN": 6, + "FP": 1888, + "IoU": 0.002107481559536354, + "TN": 260246, + "TP": 4, + "n_pred": 1892, + "n_ref": 10 + }, + "3": { + "Dice": 0.9587781350482315, + "FN": 2616, + "FP": 1230, + "IoU": 0.9208202087579519, + "TN": 213571, + "TP": 44727, + "n_pred": 45957, + "n_ref": 47343 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 454, + "IoU": 0.0, + "TN": 261690, + "TP": 0, + "n_pred": 454, + "n_ref": 0 + }, + "5": { + "Dice": 0.6560164905952074, + "FN": 965, + "FP": 370, + "IoU": 0.4881134969325153, + "TN": 259536, + "TP": 1273, + "n_pred": 1643, + "n_ref": 2238 + }, + "6": { + "Dice": 0.9712168004941322, + "FN": 658, + "FP": 973, + "IoU": 0.9440441882804995, + "TN": 232996, + "TP": 27517, + "n_pred": 28490, + "n_ref": 28175 + }, + "7": { + "Dice": 0.11372064276885044, + "FN": 6646, + "FP": 524, + "IoU": 0.06028833551769332, + "TN": 254514, + "TP": 460, + "n_pred": 984, + "n_ref": 7106 + }, + "8": { + "Dice": 0.8401420959147424, + "FN": 11, + "FP": 1429, + "IoU": 0.7243491577335375, + "TN": 256920, + "TP": 3784, + "n_pred": 5213, + "n_ref": 3795 + }, + "9": { + "Dice": 0.9456359102244389, + "FN": 86, + "FP": 677, + "IoU": 0.8968779564806055, + "TN": 254745, + "TP": 6636, + "n_pred": 7313, + "n_ref": 6722 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0341.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0341.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1910, + "IoU": 0.0, + "TN": 276618, + "TP": 0, + "n_pred": 1910, + "n_ref": 0 + }, + "10": { + "Dice": 0.883386037460472, + "FN": 756, + "FP": 1641, + "IoU": 0.7911293133495991, + "TN": 267052, + "TP": 9079, + "n_pred": 10720, + "n_ref": 9835 + }, + "11": { + "Dice": 0.6540552293976951, + "FN": 1464, + "FP": 127, + "IoU": 0.4859450726978998, + "TN": 275433, + "TP": 1504, + "n_pred": 1631, + "n_ref": 2968 + }, + "12": { + "Dice": 0.6884501928749717, + "FN": 1329, + "FP": 44, + "IoU": 0.5249134948096886, + "TN": 275638, + "TP": 1517, + "n_pred": 1561, + "n_ref": 2846 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.721323583721102, + "FN": 1678, + "FP": 2095, + "IoU": 0.5641173752310537, + "TN": 269872, + "TP": 4883, + "n_pred": 6978, + "n_ref": 6561 + }, + "15": { + "Dice": 0.6224686595949855, + "FN": 1985, + "FP": 2713, + "IoU": 0.45187259362968146, + "TN": 269957, + "TP": 3873, + "n_pred": 6586, + "n_ref": 5858 + }, + "2": { + "Dice": 0.8849347568208779, + "FN": 148, + "FP": 46, + "IoU": 0.7936170212765957, + "TN": 277588, + "TP": 746, + "n_pred": 792, + "n_ref": 894 + }, + "3": { + "Dice": 0.6112956810631229, + "FN": 117, + "FP": 0, + "IoU": 0.44019138755980863, + "TN": 278319, + "TP": 92, + "n_pred": 92, + "n_ref": 209 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 945, + "IoU": 0.0, + "TN": 277583, + "TP": 0, + "n_pred": 945, + "n_ref": 0 + }, + "5": { + "Dice": 0.7814325238241623, + "FN": 1303, + "FP": 119, + "IoU": 0.641271442986882, + "TN": 274564, + "TP": 2542, + "n_pred": 2661, + "n_ref": 3845 + }, + "6": { + "Dice": 0.26408635397399444, + "FN": 11791, + "FP": 14866, + "IoU": 0.15213104325699744, + "TN": 247088, + "TP": 4783, + "n_pred": 19649, + "n_ref": 16574 + }, + "7": { + "Dice": 0.18638297872340426, + "FN": 683, + "FP": 18437, + "IoU": 0.1027686532144533, + "TN": 257218, + "TP": 2190, + "n_pred": 20627, + "n_ref": 2873 + }, + "8": { + "Dice": 0.9449576597382602, + "FN": 284, + "FP": 2, + "IoU": 0.8956585187887632, + "TN": 275787, + "TP": 2455, + "n_pred": 2457, + "n_ref": 2739 + }, + "9": { + "Dice": 0.9572368421052632, + "FN": 645, + "FP": 57, + "IoU": 0.917981072555205, + "TN": 269969, + "TP": 7857, + "n_pred": 7914, + "n_ref": 8502 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0349.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0349.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7992728664370455, + "FN": 13, + "FP": 2085, + "IoU": 0.6656573705179283, + "TN": 272253, + "TP": 4177, + "n_pred": 6262, + "n_ref": 4190 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6858235022737758, + "FN": 4460, + "FP": 307, + "IoU": 0.5218655967903711, + "TN": 268558, + "TP": 5203, + "n_pred": 5510, + "n_ref": 9663 + }, + "14": { + "Dice": 0.9494654359519225, + "FN": 761, + "FP": 0, + "IoU": 0.9037926675094816, + "TN": 270618, + "TP": 7149, + "n_pred": 7149, + "n_ref": 7910 + }, + "15": { + "Dice": 0.8951822086150444, + "FN": 1610, + "FP": 855, + "IoU": 0.8102532522515588, + "TN": 265537, + "TP": 10526, + "n_pred": 11381, + "n_ref": 12136 + }, + "2": { + "Dice": 0.9776224338114178, + "FN": 291, + "FP": 266, + "IoU": 0.9562244577176988, + "TN": 265804, + "TP": 12167, + "n_pred": 12433, + "n_ref": 12458 + }, + "3": { + "Dice": 0.9743969704453774, + "FN": 272, + "FP": 39, + "IoU": 0.9500722427355915, + "TN": 272299, + "TP": 5918, + "n_pred": 5957, + "n_ref": 6190 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 662, + "IoU": 0.0, + "TN": 277866, + "TP": 0, + "n_pred": 662, + "n_ref": 0 + }, + "5": { + "Dice": 0.7797517644195668, + "FN": 371, + "FP": 534, + "IoU": 0.6390107698444356, + "TN": 276021, + "TP": 1602, + "n_pred": 2136, + "n_ref": 1973 + }, + "6": { + "Dice": 0.9448704103671707, + "FN": 997, + "FP": 1045, + "IoU": 0.8955017655186531, + "TN": 258987, + "TP": 17499, + "n_pred": 18544, + "n_ref": 18496 + }, + "7": { + "Dice": 0.18455743879472694, + "FN": 279, + "FP": 587, + "IoU": 0.1016597510373444, + "TN": 277564, + "TP": 98, + "n_pred": 685, + "n_ref": 377 + }, + "8": { + "Dice": 0.9534123797964709, + "FN": 220, + "FP": 778, + "IoU": 0.9109723461195361, + "TN": 267318, + "TP": 10212, + "n_pred": 10990, + "n_ref": 10432 + }, + "9": { + "Dice": 0.890226771021473, + "FN": 33, + "FP": 514, + "IoU": 0.8021699819168173, + "TN": 275763, + "TP": 2218, + "n_pred": 2732, + "n_ref": 2251 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0374.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0374.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 138, + "FP": 0, + "IoU": 0.0, + "TN": 294774, + "TP": 0, + "n_pred": 0, + "n_ref": 138 + }, + "10": { + "Dice": 0.37367303609341823, + "FN": 0, + "FP": 1180, + "IoU": 0.2297650130548303, + "TN": 293380, + "TP": 352, + "n_pred": 1532, + "n_ref": 352 + }, + "11": { + "Dice": 0.7439435755903098, + "FN": 134, + "FP": 701, + "IoU": 0.59228515625, + "TN": 292864, + "TP": 1213, + "n_pred": 1914, + "n_ref": 1347 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 61, + "IoU": 0.0, + "TN": 294851, + "TP": 0, + "n_pred": 61, + "n_ref": 0 + }, + "13": { + "Dice": 0.878429244803147, + "FN": 2453, + "FP": 1132, + "IoU": 0.7832134002539759, + "TN": 278375, + "TP": 12952, + "n_pred": 14084, + "n_ref": 15405 + }, + "14": { + "Dice": 0.8821692557018064, + "FN": 752, + "FP": 2229, + "IoU": 0.7891796322489392, + "TN": 280772, + "TP": 11159, + "n_pred": 13388, + "n_ref": 11911 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 294912, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.3803680981595092, + "FN": 1, + "FP": 100, + "IoU": 0.23484848484848486, + "TN": 294780, + "TP": 31, + "n_pred": 131, + "n_ref": 32 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 294912, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.5914270211611503, + "FN": 719, + "FP": 34, + "IoU": 0.41987673343605547, + "TN": 293614, + "TP": 545, + "n_pred": 579, + "n_ref": 1264 + }, + "5": { + "Dice": 0.927649930264993, + "FN": 495, + "FP": 335, + "IoU": 0.8650625914485449, + "TN": 288761, + "TP": 5321, + "n_pred": 5656, + "n_ref": 5816 + }, + "6": { + "Dice": 0.9304799480597313, + "FN": 2466, + "FP": 318, + "IoU": 0.8699976651879524, + "TN": 273497, + "TP": 18631, + "n_pred": 18949, + "n_ref": 21097 + }, + "7": { + "Dice": 0.8722935044105854, + "FN": 644, + "FP": 3178, + "IoU": 0.7735111111111111, + "TN": 278037, + "TP": 13053, + "n_pred": 16231, + "n_ref": 13697 + }, + "8": { + "Dice": 0.9300009337358772, + "FN": 508, + "FP": 1741, + "IoU": 0.8691605096282506, + "TN": 277723, + "TP": 14940, + "n_pred": 16681, + "n_ref": 15448 + }, + "9": { + "Dice": 0.8967275818104548, + "FN": 320, + "FP": 166, + "IoU": 0.812788906009245, + "TN": 292316, + "TP": 2110, + "n_pred": 2276, + "n_ref": 2430 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0383.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0383.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9679459032229736, + "FN": 106, + "FP": 259, + "IoU": 0.9378829135466303, + "TN": 272652, + "TP": 5511, + "n_pred": 5770, + "n_ref": 5617 + }, + "10": { + "Dice": 0.8859654515276326, + "FN": 140, + "FP": 1715, + "IoU": 0.7952764595519258, + "TN": 269467, + "TP": 7206, + "n_pred": 8921, + "n_ref": 7346 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7968593268997959, + "FN": 3092, + "FP": 2781, + "IoU": 0.6623160073597056, + "TN": 261136, + "TP": 11519, + "n_pred": 14300, + "n_ref": 14611 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.934078123761984, + "FN": 1451, + "FP": 213, + "IoU": 0.8763101167025942, + "TN": 265075, + "TP": 11789, + "n_pred": 12002, + "n_ref": 13240 + }, + "3": { + "Dice": 0.9023814873062234, + "FN": 20, + "FP": 1718, + "IoU": 0.8221267014635145, + "TN": 268757, + "TP": 8033, + "n_pred": 9751, + "n_ref": 8053 + }, + "4": { + "Dice": 0.9810485952363395, + "FN": 126, + "FP": 131, + "IoU": 0.9628021421334492, + "TN": 271619, + "TP": 6652, + "n_pred": 6783, + "n_ref": 6778 + }, + "5": { + "Dice": 0.8167611992128718, + "FN": 195, + "FP": 1388, + "IoU": 0.6902758755625122, + "TN": 273417, + "TP": 3528, + "n_pred": 4916, + "n_ref": 3723 + }, + "6": { + "Dice": 0.6658826603946165, + "FN": 5268, + "FP": 2403, + "IoU": 0.4991185112634672, + "TN": 263213, + "TP": 7644, + "n_pred": 10047, + "n_ref": 12912 + }, + "7": { + "Dice": 0.39459776864357016, + "FN": 2622, + "FP": 1502, + "IoU": 0.24579370885149962, + "TN": 273060, + "TP": 1344, + "n_pred": 2846, + "n_ref": 3966 + }, + "8": { + "Dice": 0.9724832668514637, + "FN": 121, + "FP": 286, + "IoU": 0.9464403210948809, + "TN": 270929, + "TP": 7192, + "n_pred": 7478, + "n_ref": 7313 + }, + "9": { + "Dice": 0.8625292065422655, + "FN": 2920, + "FP": 1375, + "IoU": 0.7582869041589285, + "TN": 260759, + "TP": 13474, + "n_pred": 14849, + "n_ref": 16394 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0403.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0403.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8652317238704673, + "FN": 693, + "FP": 2, + "IoU": 0.7624743677375256, + "TN": 291986, + "TP": 2231, + "n_pred": 2233, + "n_ref": 2924 + }, + "10": { + "Dice": 0.3576057948913458, + "FN": 424, + "FP": 2946, + "IoU": 0.21773444753946147, + "TN": 290604, + "TP": 938, + "n_pred": 3884, + "n_ref": 1362 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 294912, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 294912, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 2894, + "IoU": 0.0, + "TN": 292018, + "TP": 0, + "n_pred": 2894, + "n_ref": 0 + }, + "14": { + "Dice": 0.26240571655418815, + "FN": 11037, + "FP": 111, + "IoU": 0.15101667809001598, + "TN": 281781, + "TP": 1983, + "n_pred": 2094, + "n_ref": 13020 + }, + "15": { + "Dice": 0.8821908602150538, + "FN": 625, + "FP": 2881, + "IoU": 0.7892142127096735, + "TN": 278279, + "TP": 13127, + "n_pred": 16008, + "n_ref": 13752 + }, + "2": { + "Dice": 0.0002822865208186309, + "FN": 5855, + "FP": 1228, + "IoU": 0.0001411631846414455, + "TN": 287828, + "TP": 1, + "n_pred": 1229, + "n_ref": 5856 + }, + "3": { + "Dice": 0.6536298165378752, + "FN": 1115, + "FP": 5474, + "IoU": 0.4854755583320319, + "TN": 282106, + "TP": 6217, + "n_pred": 11691, + "n_ref": 7332 + }, + "4": { + "Dice": 0.8055005376039839, + "FN": 407, + "FP": 3030, + "IoU": 0.6743414819025961, + "TN": 284358, + "TP": 7117, + "n_pred": 10147, + "n_ref": 7524 + }, + "5": { + "Dice": 0.7410192525481314, + "FN": 4016, + "FP": 1701, + "IoU": 0.5885866436384571, + "TN": 281016, + "TP": 8179, + "n_pred": 9880, + "n_ref": 12195 + }, + "6": { + "Dice": 0.9356345558577994, + "FN": 2503, + "FP": 928, + "IoU": 0.8790538635081783, + "TN": 266544, + "TP": 24937, + "n_pred": 25865, + "n_ref": 27440 + }, + "7": { + "Dice": 0.15496957403651115, + "FN": 8285, + "FP": 47, + "IoU": 0.0839929639401935, + "TN": 285816, + "TP": 764, + "n_pred": 811, + "n_ref": 9049 + }, + "8": { + "Dice": 0.9207586841298349, + "FN": 339, + "FP": 1470, + "IoU": 0.8531536650702167, + "TN": 282593, + "TP": 10510, + "n_pred": 11980, + "n_ref": 10849 + }, + "9": { + "Dice": 0.02510460251046025, + "FN": 422, + "FP": 44, + "IoU": 0.012711864406779662, + "TN": 294440, + "TP": 6, + "n_pred": 50, + "n_ref": 428 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0410.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0410.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": 0.6610705459433442, + "FN": 1073.3555555555556, + "FP": 966.1111111111112, + "IoU": 0.570845964415643, + "TN": 269565.78666666674, + "TP": 5284.346666666666, + "n_pred": 6250.457777777778, + "n_ref": 6357.702222222223 + }, + "mean": { + "1": { + "Dice": 0.6171694819345744, + "FN": 1363.6333333333334, + "FP": 944.9333333333333, + "IoU": 0.553162376848571, + "TN": 269956.2, + "TP": 4624.833333333333, + "n_pred": 5569.766666666666, + "n_ref": 5988.466666666666 + }, + "10": { + "Dice": 0.48850471022110303, + "FN": 2155.3333333333335, + "FP": 790.1333333333333, + "IoU": 0.38961643238073385, + "TN": 270744.43333333335, + "TP": 3199.7, + "n_pred": 3989.8333333333335, + "n_ref": 5355.033333333334 + }, + "11": { + "Dice": 0.6085268057177081, + "FN": 295.6666666666667, + "FP": 285.7, + "IoU": 0.4786037113739544, + "TN": 275615.43333333335, + "TP": 692.8, + "n_pred": 978.5, + "n_ref": 988.4666666666667 + }, + "12": { + "Dice": 0.4778424623654813, + "FN": 400.56666666666666, + "FP": 303.23333333333335, + "IoU": 0.3717844864249839, + "TN": 275525.93333333335, + "TP": 659.8666666666667, + "n_pred": 963.1, + "n_ref": 1060.4333333333334 + }, + "13": { + "Dice": 0.6135714972354008, + "FN": 1651.2666666666667, + "FP": 1074.3666666666666, + "IoU": 0.48471027127593785, + "TN": 270604.4666666667, + "TP": 3559.5, + "n_pred": 4633.866666666667, + "n_ref": 5210.766666666666 + }, + "14": { + "Dice": 0.6439874831566456, + "FN": 1143.9666666666667, + "FP": 1397.6666666666667, + "IoU": 0.570864462172596, + "TN": 268212.13333333336, + "TP": 6135.833333333333, + "n_pred": 7533.5, + "n_ref": 7279.8 + }, + "15": { + "Dice": 0.6031558523848802, + "FN": 1300.6333333333334, + "FP": 1267.0333333333333, + "IoU": 0.5014631583141361, + "TN": 269830.8333333333, + "TP": 4491.1, + "n_pred": 5758.133333333333, + "n_ref": 5791.733333333334 + }, + "2": { + "Dice": 0.7713865300339794, + "FN": 1114.0333333333333, + "FP": 931.8333333333334, + "IoU": 0.7115305856021287, + "TN": 267592.7, + "TP": 7251.033333333334, + "n_pred": 8182.866666666667, + "n_ref": 8365.066666666668 + }, + "3": { + "Dice": 0.7331446977718303, + "FN": 845.7333333333333, + "FP": 1189.9, + "IoU": 0.6621765664902483, + "TN": 266065.5, + "TP": 8788.466666666667, + "n_pred": 9978.366666666667, + "n_ref": 9634.2 + }, + "4": { + "Dice": 0.5513469190905687, + "FN": 476.3, + "FP": 639.0333333333333, + "IoU": 0.4901425727392407, + "TN": 272101.8333333333, + "TP": 3672.4333333333334, + "n_pred": 4311.466666666666, + "n_ref": 4148.733333333334 + }, + "5": { + "Dice": 0.5986510780772596, + "FN": 848.6, + "FP": 279.3666666666667, + "IoU": 0.4753701420350262, + "TN": 274519.73333333334, + "TP": 1241.9, + "n_pred": 1521.2666666666667, + "n_ref": 2090.5 + }, + "6": { + "Dice": 0.8805105901606908, + "FN": 1699.2666666666667, + "FP": 2731.133333333333, + "IoU": 0.8022307191918177, + "TN": 253785.36666666667, + "TP": 18673.833333333332, + "n_pred": 21404.966666666667, + "n_ref": 20373.1 + }, + "7": { + "Dice": 0.6007601545128468, + "FN": 1527.4, + "FP": 1199.3333333333333, + "IoU": 0.5107922939239992, + "TN": 269579.1, + "TP": 4583.766666666666, + "n_pred": 5783.1, + "n_ref": 6111.166666666667 + }, + "8": { + "Dice": 0.9013227513026506, + "FN": 546.5, + "FP": 687.4333333333333, + "IoU": 0.8302578660453476, + "TN": 269186.2, + "TP": 6469.466666666666, + "n_pred": 7156.9, + "n_ref": 7015.966666666666 + }, + "9": { + "Dice": 0.8261771751845423, + "FN": 731.4333333333333, + "FP": 770.5666666666667, + "IoU": 0.7299838214159242, + "TN": 270166.93333333335, + "TP": 5220.666666666667, + "n_pred": 5991.233333333334, + "n_ref": 5952.1 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.0004879834085641088, + "FN": 16384, + "FP": 2, + "IoU": 0.00024405125076266016, + "TN": 245754, + "TP": 4, + "n_pred": 6, + "n_ref": 16388 + }, + "10": { + "Dice": 0.3156329388437945, + "FN": 10574, + "FP": 471, + "IoU": 0.1873896409652737, + "TN": 248552, + "TP": 2547, + "n_pred": 3018, + "n_ref": 13121 + }, + "11": { + "Dice": 0.7392092854552049, + "FN": 204, + "FP": 515, + "IoU": 0.5863060989643268, + "TN": 260406, + "TP": 1019, + "n_pred": 1534, + "n_ref": 1223 + }, + "12": { + "Dice": 0.4668769716088328, + "FN": 1870, + "FP": 158, + "IoU": 0.3045267489711934, + "TN": 259228, + "TP": 888, + "n_pred": 1046, + "n_ref": 2758 + }, + "13": { + "Dice": 0.4822779769016328, + "FN": 726, + "FP": 1874, + "IoU": 0.3177643663080556, + "TN": 258333, + "TP": 1211, + "n_pred": 3085, + "n_ref": 1937 + }, + "14": { + "Dice": 0.9350852207470023, + "FN": 1955, + "FP": 871, + "IoU": 0.8780845556514236, + "TN": 238964, + "TP": 20354, + "n_pred": 21225, + "n_ref": 22309 + }, + "15": { + "Dice": 0.20887728459530025, + "FN": 0, + "FP": 303, + "IoU": 0.11661807580174927, + "TN": 261801, + "TP": 40, + "n_pred": 343, + "n_ref": 40 + }, + "2": { + "Dice": 0.9560111364211592, + "FN": 524, + "FP": 345, + "IoU": 0.9157292474786657, + "TN": 251832, + "TP": 9443, + "n_pred": 9788, + "n_ref": 9967 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 264, + "IoU": 0.0, + "TN": 261880, + "TP": 0, + "n_pred": 264, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.42935178441369265, + "FN": 596, + "FP": 18208, + "IoU": 0.27335961047994434, + "TN": 236266, + "TP": 7074, + "n_pred": 25282, + "n_ref": 7670 + }, + "7": { + "Dice": 0.0, + "FN": 498, + "FP": 426, + "IoU": 0.0, + "TN": 261220, + "TP": 0, + "n_pred": 426, + "n_ref": 498 + }, + "8": { + "Dice": 0.9636974425661031, + "FN": 244, + "FP": 426, + "IoU": 0.9299383038795357, + "TN": 252581, + "TP": 8893, + "n_pred": 9319, + "n_ref": 9137 + }, + "9": { + "Dice": 0.8762567904198806, + "FN": 2698, + "FP": 1425, + "IoU": 0.7797660381389883, + "TN": 243423, + "TP": 14598, + "n_pred": 16023, + "n_ref": 17296 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0021.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0021.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.26881720430107525, + "FN": 597, + "FP": 899, + "IoU": 0.15527950310559005, + "TN": 243989, + "TP": 275, + "n_pred": 1174, + "n_ref": 872 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8597437626432907, + "FN": 1762, + "FP": 1982, + "IoU": 0.7539917208752218, + "TN": 230541, + "TP": 11475, + "n_pred": 13457, + "n_ref": 13237 + }, + "14": { + "Dice": 0.9516942260775277, + "FN": 150, + "FP": 741, + "IoU": 0.9078402978899462, + "TN": 236092, + "TP": 8777, + "n_pred": 9518, + "n_ref": 8927 + }, + "15": { + "Dice": 0.5268542199488491, + "FN": 230, + "FP": 140, + "IoU": 0.3576388888888889, + "TN": 245184, + "TP": 206, + "n_pred": 346, + "n_ref": 436 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.7611009174311927, + "FN": 17, + "FP": 634, + "IoU": 0.6143364928909952, + "TN": 244072, + "TP": 1037, + "n_pred": 1671, + "n_ref": 1054 + }, + "5": { + "Dice": 0.8975019314962658, + "FN": 673, + "FP": 123, + "IoU": 0.8140621350151833, + "TN": 241479, + "TP": 3485, + "n_pred": 3608, + "n_ref": 4158 + }, + "6": { + "Dice": 0.9509851975296539, + "FN": 878, + "FP": 2122, + "IoU": 0.9065507896458275, + "TN": 213657, + "TP": 29103, + "n_pred": 31225, + "n_ref": 29981 + }, + "7": { + "Dice": 0.9077101070930612, + "FN": 618, + "FP": 2493, + "IoU": 0.831015752308528, + "TN": 227350, + "TP": 15299, + "n_pred": 17792, + "n_ref": 15917 + }, + "8": { + "Dice": 0.7008564754736569, + "FN": 504, + "FP": 5259, + "IoU": 0.5394757871184274, + "TN": 233246, + "TP": 6751, + "n_pred": 12010, + "n_ref": 7255 + }, + "9": { + "Dice": 0.8312507298843863, + "FN": 758, + "FP": 687, + "IoU": 0.7112310151878497, + "TN": 240756, + "TP": 3559, + "n_pred": 4246, + "n_ref": 4317 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0059.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0059.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6578249336870027, + "FN": 125, + "FP": 4, + "IoU": 0.4901185770750988, + "TN": 294659, + "TP": 124, + "n_pred": 128, + "n_ref": 249 + }, + "10": { + "Dice": 0.3844418052256532, + "FN": 2622, + "FP": 7744, + "IoU": 0.23796221421745203, + "TN": 281309, + "TP": 3237, + "n_pred": 10981, + "n_ref": 5859 + }, + "11": { + "Dice": 0.6670140698280355, + "FN": 1453, + "FP": 1103, + "IoU": 0.5003909304143862, + "TN": 289796, + "TP": 2560, + "n_pred": 3663, + "n_ref": 4013 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 105, + "IoU": 0.0, + "TN": 294807, + "TP": 0, + "n_pred": 105, + "n_ref": 0 + }, + "13": { + "Dice": 0.4306443429731101, + "FN": 4356, + "FP": 1255, + "IoU": 0.2744083796715376, + "TN": 287179, + "TP": 2122, + "n_pred": 3377, + "n_ref": 6478 + }, + "14": { + "Dice": 0.7830789899755417, + "FN": 1133, + "FP": 5164, + "IoU": 0.6434920455188813, + "TN": 277249, + "TP": 11366, + "n_pred": 16530, + "n_ref": 12499 + }, + "15": { + "Dice": 0.10481152313821636, + "FN": 328, + "FP": 2593, + "IoU": 0.05530401034928849, + "TN": 291820, + "TP": 171, + "n_pred": 2764, + "n_ref": 499 + }, + "2": { + "Dice": 0.9371010248901903, + "FN": 1116, + "FP": 1032, + "IoU": 0.8816463717009202, + "TN": 276763, + "TP": 16001, + "n_pred": 17033, + "n_ref": 17117 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 294912, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 57, + "IoU": 0.0, + "TN": 294855, + "TP": 0, + "n_pred": 57, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 294912, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8169661868665361, + "FN": 2179, + "FP": 6417, + "IoU": 0.6905687544996401, + "TN": 267132, + "TP": 19184, + "n_pred": 25601, + "n_ref": 21363 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 4214, + "IoU": 0.0, + "TN": 290698, + "TP": 0, + "n_pred": 4214, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 294912, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.5533131516986209, + "FN": 2984, + "FP": 2328, + "IoU": 0.3824691932108812, + "TN": 286310, + "TP": 3290, + "n_pred": 5618, + "n_ref": 6274 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0067.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0067.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 273, + "IoU": 0.0, + "TN": 294639, + "TP": 0, + "n_pred": 273, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 90, + "FP": 347, + "IoU": 0.0, + "TN": 294475, + "TP": 0, + "n_pred": 347, + "n_ref": 90 + }, + "11": { + "Dice": 0.5327775672603259, + "FN": 1127, + "FP": 106, + "IoU": 0.3631198347107438, + "TN": 292976, + "TP": 703, + "n_pred": 809, + "n_ref": 1830 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 294912, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7272727272727273, + "FN": 324, + "FP": 243, + "IoU": 0.5714285714285714, + "TN": 293589, + "TP": 756, + "n_pred": 999, + "n_ref": 1080 + }, + "14": { + "Dice": 0.9308537194208687, + "FN": 97, + "FP": 1011, + "IoU": 0.8706514125612889, + "TN": 286346, + "TP": 7458, + "n_pred": 8469, + "n_ref": 7555 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 4855, + "IoU": 0.0, + "TN": 290057, + "TP": 0, + "n_pred": 4855, + "n_ref": 0 + }, + "2": { + "Dice": 0.3039053905390539, + "FN": 77, + "FP": 4985, + "IoU": 0.17917950381060482, + "TN": 288745, + "TP": 1105, + "n_pred": 6090, + "n_ref": 1182 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 34, + "IoU": 0.0, + "TN": 294878, + "TP": 0, + "n_pred": 34, + "n_ref": 0 + }, + "4": { + "Dice": 0.9184251522447245, + "FN": 613, + "FP": 539, + "IoU": 0.8491554275238968, + "TN": 287275, + "TP": 6485, + "n_pred": 7024, + "n_ref": 7098 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 294912, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9713153351122272, + "FN": 627, + "FP": 835, + "IoU": 0.9442304024413504, + "TN": 268697, + "TP": 24753, + "n_pred": 25588, + "n_ref": 25380 + }, + "7": { + "Dice": 0.9843495861495645, + "FN": 344, + "FP": 89, + "IoU": 0.9691814946619217, + "TN": 280862, + "TP": 13617, + "n_pred": 13706, + "n_ref": 13961 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 294912, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8062534896705751, + "FN": 11, + "FP": 336, + "IoU": 0.6753975678203928, + "TN": 293843, + "TP": 722, + "n_pred": 1058, + "n_ref": 733 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0072.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0072.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 30, + "IoU": 0.0, + "TN": 294882, + "TP": 0, + "n_pred": 30, + "n_ref": 0 + }, + "10": { + "Dice": 0.5761875385564467, + "FN": 1341, + "FP": 33, + "IoU": 0.40467937608318894, + "TN": 292604, + "TP": 934, + "n_pred": 967, + "n_ref": 2275 + }, + "11": { + "Dice": 0.6019247594050744, + "FN": 1318, + "FP": 502, + "IoU": 0.4305381727158949, + "TN": 291716, + "TP": 1376, + "n_pred": 1878, + "n_ref": 2694 + }, + "12": { + "Dice": 0.7271528998242531, + "FN": 564, + "FP": 678, + "IoU": 0.5712806351397998, + "TN": 292015, + "TP": 1655, + "n_pred": 2333, + "n_ref": 2219 + }, + "13": { + "Dice": 0.7644577493536535, + "FN": 1278, + "FP": 2184, + "IoU": 0.6187224669603524, + "TN": 285832, + "TP": 5618, + "n_pred": 7802, + "n_ref": 6896 + }, + "14": { + "Dice": 0.8762503572449272, + "FN": 200, + "FP": 3697, + "IoU": 0.7797558494404883, + "TN": 277218, + "TP": 13797, + "n_pred": 17494, + "n_ref": 13997 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 20, + "IoU": 0.0, + "TN": 294892, + "TP": 0, + "n_pred": 20, + "n_ref": 0 + }, + "2": { + "Dice": 0.9568417530946804, + "FN": 200, + "FP": 187, + "IoU": 0.9172546504169339, + "TN": 290235, + "TP": 4290, + "n_pred": 4477, + "n_ref": 4490 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 294912, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9108476892984234, + "FN": 1646, + "FP": 2137, + "IoU": 0.8362904621776008, + "TN": 271804, + "TP": 19325, + "n_pred": 21462, + "n_ref": 20971 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 294912, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9623060407924271, + "FN": 1793, + "FP": 1297, + "IoU": 0.9273505278254531, + "TN": 252379, + "TP": 39443, + "n_pred": 40740, + "n_ref": 41236 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 294912, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9242999355439375, + "FN": 363, + "FP": 694, + "IoU": 0.859254327563249, + "TN": 287402, + "TP": 6453, + "n_pred": 7147, + "n_ref": 6816 + }, + "9": { + "Dice": 0.9528544488256472, + "FN": 484, + "FP": 1166, + "IoU": 0.9099541584806811, + "TN": 276588, + "TP": 16674, + "n_pred": 17840, + "n_ref": 17158 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0075.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0075.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5763417503846502, + "FN": 334, + "FP": 4347, + "IoU": 0.4048315321042594, + "TN": 237895, + "TP": 3184, + "n_pred": 7531, + "n_ref": 3518 + }, + "10": { + "Dice": 0.9160018770530267, + "FN": 109, + "FP": 70, + "IoU": 0.845021645021645, + "TN": 244605, + "TP": 976, + "n_pred": 1046, + "n_ref": 1085 + }, + "11": { + "Dice": 0.7811116576487949, + "FN": 82, + "FP": 363, + "IoU": 0.6408393866020985, + "TN": 244521, + "TP": 794, + "n_pred": 1157, + "n_ref": 876 + }, + "12": { + "Dice": 0.014319809069212411, + "FN": 384, + "FP": 29, + "IoU": 0.007211538461538462, + "TN": 245344, + "TP": 3, + "n_pred": 32, + "n_ref": 387 + }, + "13": { + "Dice": 0.8963332927274942, + "FN": 438, + "FP": 413, + "IoU": 0.8121412803532009, + "TN": 241230, + "TP": 3679, + "n_pred": 4092, + "n_ref": 4117 + }, + "14": { + "Dice": 0.8583446210879019, + "FN": 1757, + "FP": 230, + "IoU": 0.751842138129137, + "TN": 237753, + "TP": 6020, + "n_pred": 6250, + "n_ref": 7777 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9575129533678757, + "FN": 399, + "FP": 872, + "IoU": 0.9184890656063618, + "TN": 230167, + "TP": 14322, + "n_pred": 15194, + "n_ref": 14721 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9662140827281339, + "FN": 792, + "FP": 385, + "IoU": 0.9346365302382407, + "TN": 227753, + "TP": 16830, + "n_pred": 17215, + "n_ref": 17622 + }, + "7": { + "Dice": 0.9376176806494428, + "FN": 1905, + "FP": 116, + "IoU": 0.8825614504038585, + "TN": 228551, + "TP": 15188, + "n_pred": 15304, + "n_ref": 17093 + }, + "8": { + "Dice": 0.918581560283688, + "FN": 487, + "FP": 661, + "IoU": 0.8494228751311648, + "TN": 238136, + "TP": 6476, + "n_pred": 7137, + "n_ref": 6963 + }, + "9": { + "Dice": 0.9410378387814777, + "FN": 845, + "FP": 506, + "IoU": 0.8886416089680185, + "TN": 233628, + "TP": 10781, + "n_pred": 11287, + "n_ref": 11626 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0084.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0084.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.953905361672352, + "FN": 144, + "FP": 383, + "IoU": 0.9118729096989967, + "TN": 256164, + "TP": 5453, + "n_pred": 5836, + "n_ref": 5597 + }, + "10": { + "Dice": 0.3913142857142857, + "FN": 1876, + "FP": 787, + "IoU": 0.24325092355782893, + "TN": 258625, + "TP": 856, + "n_pred": 1643, + "n_ref": 2732 + }, + "11": { + "Dice": 0.0, + "FN": 36, + "FP": 0, + "IoU": 0.0, + "TN": 262108, + "TP": 0, + "n_pred": 0, + "n_ref": 36 + }, + "12": { + "Dice": 0.5806981519507187, + "FN": 834, + "FP": 187, + "IoU": 0.40914351851851855, + "TN": 260416, + "TP": 707, + "n_pred": 894, + "n_ref": 1541 + }, + "13": { + "Dice": 0.6149617121539368, + "FN": 1551, + "FP": 410, + "IoU": 0.444003402324922, + "TN": 258617, + "TP": 1566, + "n_pred": 1976, + "n_ref": 3117 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1140, + "IoU": 0.0, + "TN": 261004, + "TP": 0, + "n_pred": 1140, + "n_ref": 0 + }, + "15": { + "Dice": 0.9478709184647699, + "FN": 1491, + "FP": 420, + "IoU": 0.9009074410163339, + "TN": 242859, + "TP": 17374, + "n_pred": 17794, + "n_ref": 18865 + }, + "2": { + "Dice": 0.9554032417651609, + "FN": 724, + "FP": 1755, + "IoU": 0.9146144042985568, + "TN": 233111, + "TP": 26554, + "n_pred": 28309, + "n_ref": 27278 + }, + "3": { + "Dice": 0.9196984341774599, + "FN": 203, + "FP": 3951, + "IoU": 0.8513349080237635, + "TN": 234202, + "TP": 23788, + "n_pred": 27739, + "n_ref": 23991 + }, + "4": { + "Dice": 0.883594499520307, + "FN": 130, + "FP": 1326, + "IoU": 0.79146376396448, + "TN": 255162, + "TP": 5526, + "n_pred": 6852, + "n_ref": 5656 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9321506789312308, + "FN": 2484, + "FP": 614, + "IoU": 0.8729234176955577, + "TN": 237765, + "TP": 21281, + "n_pred": 21895, + "n_ref": 23765 + }, + "7": { + "Dice": 0.8601257563174753, + "FN": 573, + "FP": 1785, + "IoU": 0.7545795170691091, + "TN": 252536, + "TP": 7250, + "n_pred": 9035, + "n_ref": 7823 + }, + "8": { + "Dice": 0.9390759165871609, + "FN": 177, + "FP": 270, + "IoU": 0.8851490236382322, + "TN": 258252, + "TP": 3445, + "n_pred": 3715, + "n_ref": 3622 + }, + "9": { + "Dice": 0.8635698328326015, + "FN": 1624, + "FP": 1918, + "IoU": 0.7598969631236443, + "TN": 247392, + "TP": 11210, + "n_pred": 13128, + "n_ref": 12834 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0094.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0094.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 637, + "IoU": 0.0, + "TN": 294275, + "TP": 0, + "n_pred": 637, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 294912, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.811454637607704, + "FN": 491, + "FP": 253, + "IoU": 0.68272921108742, + "TN": 292567, + "TP": 1601, + "n_pred": 1854, + "n_ref": 2092 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 294912, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8567405843013024, + "FN": 1175, + "FP": 46, + "IoU": 0.749384236453202, + "TN": 290040, + "TP": 3651, + "n_pred": 3697, + "n_ref": 4826 + }, + "14": { + "Dice": 0.9318801089918256, + "FN": 889, + "FP": 686, + "IoU": 0.8724489795918368, + "TN": 282564, + "TP": 10773, + "n_pred": 11459, + "n_ref": 11662 + }, + "15": { + "Dice": 0.8305885062766325, + "FN": 1034, + "FP": 437, + "IoU": 0.710261965727792, + "TN": 289835, + "TP": 3606, + "n_pred": 4043, + "n_ref": 4640 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 294910, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 294912, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9267505212887603, + "FN": 709, + "FP": 380, + "IoU": 0.8634996239659063, + "TN": 286934, + "TP": 6889, + "n_pred": 7269, + "n_ref": 7598 + }, + "5": { + "Dice": 0.0, + "FN": 977, + "FP": 0, + "IoU": 0.0, + "TN": 293935, + "TP": 0, + "n_pred": 0, + "n_ref": 977 + }, + "6": { + "Dice": 0.9606275862998558, + "FN": 446, + "FP": 2475, + "IoU": 0.924238101413565, + "TN": 256357, + "TP": 35634, + "n_pred": 38109, + "n_ref": 36080 + }, + "7": { + "Dice": 0.0025906735751295338, + "FN": 59, + "FP": 711, + "IoU": 0.0012970168612191958, + "TN": 294141, + "TP": 1, + "n_pred": 712, + "n_ref": 60 + }, + "8": { + "Dice": 0.9504288350884812, + "FN": 1678, + "FP": 605, + "IoU": 0.9055401547436799, + "TN": 270743, + "TP": 21886, + "n_pred": 22491, + "n_ref": 23564 + }, + "9": { + "Dice": 0.5132275132275133, + "FN": 156, + "FP": 28, + "IoU": 0.34519572953736655, + "TN": 294631, + "TP": 97, + "n_pred": 125, + "n_ref": 253 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0118.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0118.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6785470220259686, + "FN": 973, + "FP": 11257, + "IoU": 0.5134855597103986, + "TN": 220622, + "TP": 12908, + "n_pred": 24165, + "n_ref": 13881 + }, + "10": { + "Dice": 0.7772527655789649, + "FN": 3024, + "FP": 983, + "IoU": 0.6356610292780506, + "TN": 234762, + "TP": 6991, + "n_pred": 7974, + "n_ref": 10015 + }, + "11": { + "Dice": 0.7460674157303371, + "FN": 246, + "FP": 432, + "IoU": 0.5949820788530465, + "TN": 244086, + "TP": 996, + "n_pred": 1428, + "n_ref": 1242 + }, + "12": { + "Dice": 0.7991994663108739, + "FN": 309, + "FP": 293, + "IoU": 0.6655555555555556, + "TN": 243960, + "TP": 1198, + "n_pred": 1491, + "n_ref": 1507 + }, + "13": { + "Dice": 0.7690083678518806, + "FN": 6092, + "FP": 2217, + "IoU": 0.6247064137308039, + "TN": 223620, + "TP": 13831, + "n_pred": 16048, + "n_ref": 19923 + }, + "14": { + "Dice": 0.8870292887029289, + "FN": 1, + "FP": 26, + "IoU": 0.7969924812030075, + "TN": 245627, + "TP": 106, + "n_pred": 132, + "n_ref": 107 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.5210514073040242, + "FN": 8499, + "FP": 3855, + "IoU": 0.3523120478137779, + "TN": 226686, + "TP": 6720, + "n_pred": 10575, + "n_ref": 15219 + }, + "3": { + "Dice": 0.643684710351377, + "FN": 4308, + "FP": 6948, + "IoU": 0.4745833916818373, + "TN": 224337, + "TP": 10167, + "n_pred": 17115, + "n_ref": 14475 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 245757, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "5": { + "Dice": 0.6613386613386614, + "FN": 1999, + "FP": 35, + "IoU": 0.49402985074626865, + "TN": 241740, + "TP": 1986, + "n_pred": 2021, + "n_ref": 3985 + }, + "6": { + "Dice": 0.7075409836065574, + "FN": 13407, + "FP": 865, + "IoU": 0.5474378488077118, + "TN": 214224, + "TP": 17264, + "n_pred": 18129, + "n_ref": 30671 + }, + "7": { + "Dice": 0.5759862039232593, + "FN": 1760, + "FP": 207, + "IoU": 0.40448077505298213, + "TN": 242457, + "TP": 1336, + "n_pred": 1543, + "n_ref": 3096 + }, + "8": { + "Dice": 0.9301236174365647, + "FN": 38, + "FP": 1036, + "IoU": 0.869374847968864, + "TN": 237538, + "TP": 7148, + "n_pred": 8184, + "n_ref": 7186 + }, + "9": { + "Dice": 0.9574900952992825, + "FN": 157, + "FP": 240, + "IoU": 0.9184470008216927, + "TN": 240892, + "TP": 4471, + "n_pred": 4711, + "n_ref": 4628 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0127.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0127.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8823321137731618, + "FN": 1840, + "FP": 154, + "IoU": 0.7894403379091869, + "TN": 252674, + "TP": 7476, + "n_pred": 7630, + "n_ref": 9316 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5103591160220995, + "FN": 2138, + "FP": 698, + "IoU": 0.3426054705609643, + "TN": 257830, + "TP": 1478, + "n_pred": 2176, + "n_ref": 3616 + }, + "14": { + "Dice": 0.6886366410350299, + "FN": 2517, + "FP": 34, + "IoU": 0.5251303052866716, + "TN": 256772, + "TP": 2821, + "n_pred": 2855, + "n_ref": 5338 + }, + "15": { + "Dice": 0.9451637471439451, + "FN": 456, + "FP": 264, + "IoU": 0.896028880866426, + "TN": 255219, + "TP": 6205, + "n_pred": 6469, + "n_ref": 6661 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 143, + "IoU": 0.0, + "TN": 262001, + "TP": 0, + "n_pred": 143, + "n_ref": 0 + }, + "5": { + "Dice": 0.811128746148819, + "FN": 1365, + "FP": 658, + "IoU": 0.682267944086697, + "TN": 255777, + "TP": 4344, + "n_pred": 5002, + "n_ref": 5709 + }, + "6": { + "Dice": 0.9215617079978184, + "FN": 659, + "FP": 1786, + "IoU": 0.8545335554497858, + "TN": 245336, + "TP": 14363, + "n_pred": 16149, + "n_ref": 15022 + }, + "7": { + "Dice": 0.8154847629471744, + "FN": 2211, + "FP": 992, + "IoU": 0.6884544305028694, + "TN": 251863, + "TP": 7078, + "n_pred": 8070, + "n_ref": 9289 + }, + "8": { + "Dice": 0.9493633402428191, + "FN": 1815, + "FP": 408, + "IoU": 0.9036076662908681, + "TN": 239082, + "TP": 20839, + "n_pred": 21247, + "n_ref": 22654 + }, + "9": { + "Dice": 0.7407407407407407, + "FN": 14, + "FP": 0, + "IoU": 0.5882352941176471, + "TN": 262110, + "TP": 20, + "n_pred": 20, + "n_ref": 34 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0142.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0142.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.950544015825915, + "FN": 0, + "FP": 300, + "IoU": 0.9057492931196984, + "TN": 291729, + "TP": 2883, + "n_pred": 3183, + "n_ref": 2883 + }, + "10": { + "Dice": 0.9236774154806942, + "FN": 909, + "FP": 362, + "IoU": 0.8581789779067173, + "TN": 285950, + "TP": 7691, + "n_pred": 8053, + "n_ref": 8600 + }, + "11": { + "Dice": 0.7775739041794087, + "FN": 508, + "FP": 583, + "IoU": 0.6360907271514343, + "TN": 291914, + "TP": 1907, + "n_pred": 2490, + "n_ref": 2415 + }, + "12": { + "Dice": 0.6618435823874267, + "FN": 843, + "FP": 1868, + "IoU": 0.49459358687546606, + "TN": 289548, + "TP": 2653, + "n_pred": 4521, + "n_ref": 3496 + }, + "13": { + "Dice": 0.8826958105646631, + "FN": 232, + "FP": 412, + "IoU": 0.7900228236061297, + "TN": 291845, + "TP": 2423, + "n_pred": 2835, + "n_ref": 2655 + }, + "14": { + "Dice": 0.7581704816504163, + "FN": 404, + "FP": 5375, + "IoU": 0.6105270252055534, + "TN": 280074, + "TP": 9059, + "n_pred": 14434, + "n_ref": 9463 + }, + "15": { + "Dice": 0.8631510837916532, + "FN": 3, + "FP": 843, + "IoU": 0.7592487194080819, + "TN": 291398, + "TP": 2668, + "n_pred": 3511, + "n_ref": 2671 + }, + "2": { + "Dice": 0.04269908056724326, + "FN": 485, + "FP": 5658, + "IoU": 0.02181528662420382, + "TN": 288632, + "TP": 137, + "n_pred": 5795, + "n_ref": 622 + }, + "3": { + "Dice": 0.5354574174900854, + "FN": 6455, + "FP": 456, + "IoU": 0.3656140995043143, + "TN": 284018, + "TP": 3983, + "n_pred": 4439, + "n_ref": 10438 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 268, + "IoU": 0.0, + "TN": 294644, + "TP": 0, + "n_pred": 268, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 294912, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8641600551914453, + "FN": 1103, + "FP": 8742, + "IoU": 0.7608114674441205, + "TN": 253752, + "TP": 31315, + "n_pred": 40057, + "n_ref": 32418 + }, + "7": { + "Dice": 0.32679738562091504, + "FN": 0, + "FP": 824, + "IoU": 0.1953125, + "TN": 293888, + "TP": 200, + "n_pred": 1024, + "n_ref": 200 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 294912, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.967939651107968, + "FN": 200, + "FP": 208, + "IoU": 0.9378711740520785, + "TN": 288345, + "TP": 6159, + "n_pred": 6367, + "n_ref": 6359 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0147.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0147.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8137855877945784, + "FN": 5099, + "FP": 1736, + "IoU": 0.6860358291226458, + "TN": 273142, + "TP": 14935, + "n_pred": 16671, + "n_ref": 20034 + }, + "10": { + "Dice": 0.6815384615384615, + "FN": 1108, + "FP": 1376, + "IoU": 0.5169194865810969, + "TN": 289770, + "TP": 2658, + "n_pred": 4034, + "n_ref": 3766 + }, + "11": { + "Dice": 0.15384615384615385, + "FN": 131, + "FP": 1, + "IoU": 0.08333333333333333, + "TN": 294768, + "TP": 12, + "n_pred": 13, + "n_ref": 143 + }, + "12": { + "Dice": 0.7712268024306126, + "FN": 999, + "FP": 394, + "IoU": 0.6276396685378242, + "TN": 291171, + "TP": 2348, + "n_pred": 2742, + "n_ref": 3347 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 294912, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 259, + "IoU": 0.0, + "TN": 294653, + "TP": 0, + "n_pred": 259, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 294912, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9626070763500931, + "FN": 185, + "FP": 819, + "IoU": 0.9279098154663603, + "TN": 280985, + "TP": 12923, + "n_pred": 13742, + "n_ref": 13108 + }, + "3": { + "Dice": 0.9751307699366798, + "FN": 136, + "FP": 135, + "IoU": 0.9514684813753582, + "TN": 289328, + "TP": 5313, + "n_pred": 5448, + "n_ref": 5449 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 294912, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.5071350164654226, + "FN": 411, + "FP": 38, + "IoU": 0.3397058823529412, + "TN": 294232, + "TP": 231, + "n_pred": 269, + "n_ref": 642 + }, + "6": { + "Dice": 0.7725342302857336, + "FN": 987, + "FP": 5708, + "IoU": 0.629373339238264, + "TN": 276848, + "TP": 11369, + "n_pred": 17077, + "n_ref": 12356 + }, + "7": { + "Dice": 0.6296670030272452, + "FN": 410, + "FP": 691, + "IoU": 0.45949926362297494, + "TN": 292875, + "TP": 936, + "n_pred": 1627, + "n_ref": 1346 + }, + "8": { + "Dice": 0.6935599712712474, + "FN": 408, + "FP": 4712, + "IoU": 0.5308777716694154, + "TN": 283998, + "TP": 5794, + "n_pred": 10506, + "n_ref": 6202 + }, + "9": { + "Dice": 0.8279633812864107, + "FN": 10, + "FP": 1437, + "IoU": 0.7064313248123352, + "TN": 289983, + "TP": 3482, + "n_pred": 4919, + "n_ref": 3492 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0161.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0161.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8615750371471025, + "FN": 4177, + "FP": 481, + "IoU": 0.756813198287564, + "TN": 259374, + "TP": 14496, + "n_pred": 14977, + "n_ref": 18673 + }, + "11": { + "Dice": 0.664756446991404, + "FN": 290, + "FP": 61, + "IoU": 0.4978540772532189, + "TN": 277829, + "TP": 348, + "n_pred": 409, + "n_ref": 638 + }, + "12": { + "Dice": 0.0, + "FN": 16, + "FP": 0, + "IoU": 0.0, + "TN": 278512, + "TP": 0, + "n_pred": 0, + "n_ref": 16 + }, + "13": { + "Dice": 0.6098075879124193, + "FN": 3093, + "FP": 3376, + "IoU": 0.43864977438389446, + "TN": 267004, + "TP": 5055, + "n_pred": 8431, + "n_ref": 8148 + }, + "14": { + "Dice": 0.8991487519838407, + "FN": 1942, + "FP": 1553, + "IoU": 0.8167758846657929, + "TN": 259453, + "TP": 15580, + "n_pred": 17133, + "n_ref": 17522 + }, + "15": { + "Dice": 0.5800608715017445, + "FN": 4587, + "FP": 1070, + "IoU": 0.40851108322877455, + "TN": 268964, + "TP": 3907, + "n_pred": 4977, + "n_ref": 8494 + }, + "2": { + "Dice": 0.907128842380641, + "FN": 187, + "FP": 97, + "IoU": 0.8300418910831837, + "TN": 276857, + "TP": 1387, + "n_pred": 1484, + "n_ref": 1574 + }, + "3": { + "Dice": 0.9226393098624388, + "FN": 1522, + "FP": 137, + "IoU": 0.8563885041551247, + "TN": 266976, + "TP": 9893, + "n_pred": 10030, + "n_ref": 11415 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 291, + "IoU": 0.0, + "TN": 278237, + "TP": 0, + "n_pred": 291, + "n_ref": 0 + }, + "5": { + "Dice": 0.09189608375339278, + "FN": 4682, + "FP": 2, + "IoU": 0.048160942897785004, + "TN": 273607, + "TP": 237, + "n_pred": 239, + "n_ref": 4919 + }, + "6": { + "Dice": 0.9685316025501796, + "FN": 717, + "FP": 1746, + "IoU": 0.938983302779567, + "TN": 238162, + "TP": 37903, + "n_pred": 39649, + "n_ref": 38620 + }, + "7": { + "Dice": 0.7458957025591502, + "FN": 4536, + "FP": 3884, + "IoU": 0.5947636923669266, + "TN": 257750, + "TP": 12358, + "n_pred": 16242, + "n_ref": 16894 + }, + "8": { + "Dice": 0.9413713994392047, + "FN": 122, + "FP": 798, + "IoU": 0.8892366963640742, + "TN": 270222, + "TP": 7386, + "n_pred": 8184, + "n_ref": 7508 + }, + "9": { + "Dice": 0.9043692859947277, + "FN": 327, + "FP": 1378, + "IoU": 0.8254325790928637, + "TN": 268761, + "TP": 8062, + "n_pred": 9440, + "n_ref": 8389 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0172.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0172.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9741023104230926, + "FN": 74, + "FP": 371, + "IoU": 0.9495121397776265, + "TN": 253330, + "TP": 8369, + "n_pred": 8740, + "n_ref": 8443 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 19, + "IoU": 0.0, + "TN": 262125, + "TP": 0, + "n_pred": 19, + "n_ref": 0 + }, + "12": { + "Dice": 0.889134438305709, + "FN": 147, + "FP": 154, + "IoU": 0.8003978779840849, + "TN": 260636, + "TP": 1207, + "n_pred": 1361, + "n_ref": 1354 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 262139, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "2": { + "Dice": 0.9197349208132091, + "FN": 3246, + "FP": 327, + "IoU": 0.8513974380302778, + "TN": 238100, + "TP": 20471, + "n_pred": 20798, + "n_ref": 23717 + }, + "3": { + "Dice": 0.9098370772648728, + "FN": 261, + "FP": 2661, + "IoU": 0.83458816869516, + "TN": 244479, + "TP": 14743, + "n_pred": 17404, + "n_ref": 15004 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8241379310344827, + "FN": 99, + "FP": 3, + "IoU": 0.7008797653958945, + "TN": 261803, + "TP": 239, + "n_pred": 242, + "n_ref": 338 + }, + "6": { + "Dice": 0.9850444169571573, + "FN": 123, + "FP": 143, + "IoU": 0.9705295812098382, + "TN": 253118, + "TP": 8760, + "n_pred": 8903, + "n_ref": 8883 + }, + "7": { + "Dice": 0.9747899159663865, + "FN": 22, + "FP": 2, + "IoU": 0.9508196721311475, + "TN": 261656, + "TP": 464, + "n_pred": 466, + "n_ref": 486 + }, + "8": { + "Dice": 0.7548268795167727, + "FN": 2257, + "FP": 16, + "IoU": 0.6062023562023562, + "TN": 256372, + "TP": 3499, + "n_pred": 3515, + "n_ref": 5756 + }, + "9": { + "Dice": 0.9673756773694105, + "FN": 589, + "FP": 296, + "IoU": 0.9368127945166357, + "TN": 248138, + "TP": 13121, + "n_pred": 13417, + "n_ref": 13710 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0179.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0179.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 29, + "IoU": 0.0, + "TN": 245731, + "TP": 0, + "n_pred": 29, + "n_ref": 0 + }, + "10": { + "Dice": 0.8990132063429722, + "FN": 872, + "FP": 1185, + "IoU": 0.816552216177651, + "TN": 234547, + "TP": 9156, + "n_pred": 10341, + "n_ref": 10028 + }, + "11": { + "Dice": 0.7135245901639344, + "FN": 784, + "FP": 614, + "IoU": 0.5546352341510035, + "TN": 242621, + "TP": 1741, + "n_pred": 2355, + "n_ref": 2525 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 245759, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "13": { + "Dice": 0.5155226431216178, + "FN": 2954, + "FP": 448, + "IoU": 0.34727551803530315, + "TN": 240548, + "TP": 1810, + "n_pred": 2258, + "n_ref": 4764 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.9273994155990111, + "FN": 1972, + "FP": 289, + "IoU": 0.8646269907795474, + "TN": 229058, + "TP": 14441, + "n_pred": 14730, + "n_ref": 16413 + }, + "2": { + "Dice": 0.8000324227932236, + "FN": 4782, + "FP": 152, + "IoU": 0.6667116995406647, + "TN": 230956, + "TP": 9870, + "n_pred": 10022, + "n_ref": 14652 + }, + "3": { + "Dice": 0.856338028169014, + "FN": 191, + "FP": 4450, + "IoU": 0.7487684729064039, + "TN": 227287, + "TP": 13832, + "n_pred": 18282, + "n_ref": 14023 + }, + "4": { + "Dice": 0.9220736338121183, + "FN": 825, + "FP": 119, + "IoU": 0.8554143054066473, + "TN": 239231, + "TP": 5585, + "n_pred": 5704, + "n_ref": 6410 + }, + "5": { + "Dice": 0.6996576408341114, + "FN": 655, + "FP": 2240, + "IoU": 0.5380564863571087, + "TN": 239493, + "TP": 3372, + "n_pred": 5612, + "n_ref": 4027 + }, + "6": { + "Dice": 0.8576271186440678, + "FN": 295, + "FP": 1469, + "IoU": 0.7507418397626113, + "TN": 238683, + "TP": 5313, + "n_pred": 6782, + "n_ref": 5608 + }, + "7": { + "Dice": 0.37130339539978097, + "FN": 843, + "FP": 305, + "IoU": 0.22797579018157363, + "TN": 244273, + "TP": 339, + "n_pred": 644, + "n_ref": 1182 + }, + "8": { + "Dice": 0.7832167832167832, + "FN": 2710, + "FP": 204, + "IoU": 0.6436781609195402, + "TN": 237582, + "TP": 5264, + "n_pred": 5468, + "n_ref": 7974 + }, + "9": { + "Dice": 0.3352953115486097, + "FN": 740, + "FP": 2535, + "IoU": 0.20141428919775664, + "TN": 241659, + "TP": 826, + "n_pred": 3361, + "n_ref": 1566 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0180.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0180.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 45, + "IoU": 0.0, + "TN": 294867, + "TP": 0, + "n_pred": 45, + "n_ref": 0 + }, + "10": { + "Dice": 0.3007848568790397, + "FN": 5934, + "FP": 124, + "IoU": 0.17701399266404022, + "TN": 287551, + "TP": 1303, + "n_pred": 1427, + "n_ref": 7237 + }, + "11": { + "Dice": 0.7841726618705036, + "FN": 83, + "FP": 97, + "IoU": 0.6449704142011834, + "TN": 294405, + "TP": 327, + "n_pred": 424, + "n_ref": 410 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 294912, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5160063391442156, + "FN": 8, + "FP": 1519, + "IoU": 0.3477146518581803, + "TN": 292571, + "TP": 814, + "n_pred": 2333, + "n_ref": 822 + }, + "14": { + "Dice": 0.8503118503118503, + "FN": 355, + "FP": 2237, + "IoU": 0.7396021699819169, + "TN": 284958, + "TP": 7362, + "n_pred": 9599, + "n_ref": 7717 + }, + "15": { + "Dice": 0.6129707112970711, + "FN": 1241, + "FP": 5049, + "IoU": 0.4419306184012066, + "TN": 283641, + "TP": 4981, + "n_pred": 10030, + "n_ref": 6222 + }, + "2": { + "Dice": 0.9667250437828371, + "FN": 344, + "FP": 701, + "IoU": 0.9355932203389831, + "TN": 278687, + "TP": 15180, + "n_pred": 15881, + "n_ref": 15524 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 294912, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 294912, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6601580192239948, + "FN": 4136, + "FP": 2617, + "IoU": 0.49271334134615385, + "TN": 281600, + "TP": 6559, + "n_pred": 9176, + "n_ref": 10695 + }, + "6": { + "Dice": 0.7452872967545507, + "FN": 3833, + "FP": 4031, + "IoU": 0.5939903970261758, + "TN": 275543, + "TP": 11505, + "n_pred": 15536, + "n_ref": 15338 + }, + "7": { + "Dice": 0.0, + "FN": 480, + "FP": 1838, + "IoU": 0.0, + "TN": 292594, + "TP": 0, + "n_pred": 1838, + "n_ref": 480 + }, + "8": { + "Dice": 0.9596470461637792, + "FN": 304, + "FP": 71, + "IoU": 0.9224244931733554, + "TN": 290078, + "TP": 4459, + "n_pred": 4530, + "n_ref": 4763 + }, + "9": { + "Dice": 0.8840996168582376, + "FN": 588, + "FP": 380, + "IoU": 0.792274678111588, + "TN": 290252, + "TP": 3692, + "n_pred": 4072, + "n_ref": 4280 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0190.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0190.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 311296, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 176, + "FP": 569, + "IoU": 0.0, + "TN": 310551, + "TP": 0, + "n_pred": 569, + "n_ref": 176 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 311296, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5835601524224279, + "FN": 716, + "FP": 814, + "IoU": 0.41199077632590314, + "TN": 308694, + "TP": 1072, + "n_pred": 1886, + "n_ref": 1788 + }, + "13": { + "Dice": 0.5923166247338881, + "FN": 6429, + "FP": 1997, + "IoU": 0.420774042757957, + "TN": 296749, + "TP": 6121, + "n_pred": 8118, + "n_ref": 12550 + }, + "14": { + "Dice": 0.23205612520237454, + "FN": 7531, + "FP": 1007, + "IoU": 0.13125763125763126, + "TN": 301468, + "TP": 1290, + "n_pred": 2297, + "n_ref": 8821 + }, + "15": { + "Dice": 0.4486260682941785, + "FN": 2377, + "FP": 12010, + "IoU": 0.2891798418972332, + "TN": 291056, + "TP": 5853, + "n_pred": 17863, + "n_ref": 8230 + }, + "2": { + "Dice": 0.9498207885304659, + "FN": 1078, + "FP": 490, + "IoU": 0.9044368600682594, + "TN": 294888, + "TP": 14840, + "n_pred": 15330, + "n_ref": 15918 + }, + "3": { + "Dice": 0.45203415369161226, + "FN": 840, + "FP": 251, + "IoU": 0.2920181700194679, + "TN": 309755, + "TP": 450, + "n_pred": 701, + "n_ref": 1290 + }, + "4": { + "Dice": 0.8577557995782125, + "FN": 3162, + "FP": 750, + "IoU": 0.7509390717514484, + "TN": 295589, + "TP": 11795, + "n_pred": 12545, + "n_ref": 14957 + }, + "5": { + "Dice": 0.5417118093174431, + "FN": 423, + "FP": 0, + "IoU": 0.37147102526002973, + "TN": 310623, + "TP": 250, + "n_pred": 250, + "n_ref": 673 + }, + "6": { + "Dice": 0.8056791955159908, + "FN": 2233, + "FP": 7197, + "IoU": 0.6745919458918527, + "TN": 282317, + "TP": 19549, + "n_pred": 26746, + "n_ref": 21782 + }, + "7": { + "Dice": 0.0, + "FN": 30, + "FP": 6277, + "IoU": 0.0, + "TN": 304989, + "TP": 0, + "n_pred": 6277, + "n_ref": 30 + }, + "8": { + "Dice": 0.9616544969612173, + "FN": 800, + "FP": 77, + "IoU": 0.926141148728314, + "TN": 299422, + "TP": 10997, + "n_pred": 11074, + "n_ref": 11797 + }, + "9": { + "Dice": 0.6623495352735029, + "FN": 2413, + "FP": 2019, + "IoU": 0.4951589019250484, + "TN": 302517, + "TP": 4347, + "n_pred": 6366, + "n_ref": 6760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0192.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8921893260615504, + "FN": 175, + "FP": 2039, + "IoU": 0.8053626373626374, + "TN": 250769, + "TP": 9161, + "n_pred": 11200, + "n_ref": 9336 + }, + "10": { + "Dice": 0.041666666666666664, + "FN": 138, + "FP": 0, + "IoU": 0.02127659574468085, + "TN": 262003, + "TP": 3, + "n_pred": 3, + "n_ref": 141 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7748379650182012, + "FN": 3271, + "FP": 1801, + "IoU": 0.6324371331255888, + "TN": 248345, + "TP": 8727, + "n_pred": 10528, + "n_ref": 11998 + }, + "14": { + "Dice": 0.8658441431776066, + "FN": 4696, + "FP": 806, + "IoU": 0.7634260652706713, + "TN": 238887, + "TP": 17755, + "n_pred": 18561, + "n_ref": 22451 + }, + "15": { + "Dice": 0.8520697400791528, + "FN": 1454, + "FP": 1312, + "IoU": 0.7422661200149087, + "TN": 251412, + "TP": 7966, + "n_pred": 9278, + "n_ref": 9420 + }, + "2": { + "Dice": 0.9627059843885516, + "FN": 388, + "FP": 85, + "IoU": 0.9280936454849499, + "TN": 255566, + "TP": 6105, + "n_pred": 6190, + "n_ref": 6493 + }, + "3": { + "Dice": 0.9503348214285714, + "FN": 83, + "FP": 273, + "IoU": 0.9053694843168527, + "TN": 258382, + "TP": 3406, + "n_pred": 3679, + "n_ref": 3489 + }, + "4": { + "Dice": 0.0, + "FN": 1544, + "FP": 0, + "IoU": 0.0, + "TN": 260600, + "TP": 0, + "n_pred": 0, + "n_ref": 1544 + }, + "5": { + "Dice": 0.48871391076115483, + "FN": 1802, + "FP": 146, + "IoU": 0.32337617228204235, + "TN": 259265, + "TP": 931, + "n_pred": 1077, + "n_ref": 2733 + }, + "6": { + "Dice": 0.7273955939991891, + "FN": 3990, + "FP": 44, + "IoU": 0.5715802888700084, + "TN": 252728, + "TP": 5382, + "n_pred": 5426, + "n_ref": 9372 + }, + "7": { + "Dice": 0.025167785234899327, + "FN": 0, + "FP": 1162, + "IoU": 0.012744265080713678, + "TN": 260967, + "TP": 15, + "n_pred": 1177, + "n_ref": 15 + }, + "8": { + "Dice": 0.9681002732565047, + "FN": 709, + "FP": 365, + "IoU": 0.9381728167635714, + "TN": 244773, + "TP": 16297, + "n_pred": 16662, + "n_ref": 17006 + }, + "9": { + "Dice": 0.8897327079145261, + "FN": 38, + "FP": 1443, + "IoU": 0.8013680257510729, + "TN": 254688, + "TP": 5975, + "n_pred": 7418, + "n_ref": 6013 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0193.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0193.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9179375453885258, + "FN": 31, + "FP": 760, + "IoU": 0.8483221476510067, + "TN": 273313, + "TP": 4424, + "n_pred": 5184, + "n_ref": 4455 + }, + "10": { + "Dice": 0.0, + "FN": 1, + "FP": 4680, + "IoU": 0.0, + "TN": 273847, + "TP": 0, + "n_pred": 4680, + "n_ref": 1 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8432108027006752, + "FN": 344, + "FP": 74, + "IoU": 0.728923476005188, + "TN": 276986, + "TP": 1124, + "n_pred": 1198, + "n_ref": 1468 + }, + "14": { + "Dice": 0.0, + "FN": 6, + "FP": 0, + "IoU": 0.0, + "TN": 278522, + "TP": 0, + "n_pred": 0, + "n_ref": 6 + }, + "15": { + "Dice": 0.6396859772604223, + "FN": 5324, + "FP": 0, + "IoU": 0.4702487562189055, + "TN": 268478, + "TP": 4726, + "n_pred": 4726, + "n_ref": 10050 + }, + "2": { + "Dice": 0.9808385109382343, + "FN": 137, + "FP": 230, + "IoU": 0.9623975409836065, + "TN": 268768, + "TP": 9393, + "n_pred": 9623, + "n_ref": 9530 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.6740979759460253, + "FN": 378, + "FP": 733, + "IoU": 0.5084070796460177, + "TN": 276268, + "TP": 1149, + "n_pred": 1882, + "n_ref": 1527 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9717668488160291, + "FN": 296, + "FP": 324, + "IoU": 0.9450841452612931, + "TN": 267238, + "TP": 10670, + "n_pred": 10994, + "n_ref": 10966 + }, + "7": { + "Dice": 0.8041886350322203, + "FN": 1210, + "FP": 1464, + "IoU": 0.6725045927740355, + "TN": 270363, + "TP": 5491, + "n_pred": 6955, + "n_ref": 6701 + }, + "8": { + "Dice": 0.9186351706036745, + "FN": 18, + "FP": 943, + "IoU": 0.8495145631067961, + "TN": 272142, + "TP": 5425, + "n_pred": 6368, + "n_ref": 5443 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0230.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0230.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.895988249334435, + "FN": 1074, + "FP": 59, + "IoU": 0.8115749210044902, + "TN": 272515, + "TP": 4880, + "n_pred": 4939, + "n_ref": 5954 + }, + "10": { + "Dice": 0.6332413661878032, + "FN": 7261, + "FP": 449, + "IoU": 0.4633161631630238, + "TN": 264162, + "TP": 6656, + "n_pred": 7105, + "n_ref": 13917 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.20409629895795903, + "FN": 2105, + "FP": 110, + "IoU": 0.1136454581832733, + "TN": 276029, + "TP": 284, + "n_pred": 394, + "n_ref": 2389 + }, + "13": { + "Dice": 0.23446548755673816, + "FN": 4120, + "FP": 771, + "IoU": 0.13280141843971632, + "TN": 272888, + "TP": 749, + "n_pred": 1520, + "n_ref": 4869 + }, + "14": { + "Dice": 0.9154411764705882, + "FN": 651, + "FP": 131, + "IoU": 0.8440677966101695, + "TN": 273513, + "TP": 4233, + "n_pred": 4364, + "n_ref": 4884 + }, + "15": { + "Dice": 0.8297236067059357, + "FN": 73, + "FP": 1806, + "IoU": 0.7089979866811212, + "TN": 272071, + "TP": 4578, + "n_pred": 6384, + "n_ref": 4651 + }, + "2": { + "Dice": 0.9435302645886191, + "FN": 717, + "FP": 62, + "IoU": 0.8930972965555098, + "TN": 271241, + "TP": 6508, + "n_pred": 6570, + "n_ref": 7225 + }, + "3": { + "Dice": 0.9323582124067757, + "FN": 1811, + "FP": 529, + "IoU": 0.8732874857854551, + "TN": 260061, + "TP": 16127, + "n_pred": 16656, + "n_ref": 17938 + }, + "4": { + "Dice": 0.8320786015056781, + "FN": 965, + "FP": 1667, + "IoU": 0.7124440074292582, + "TN": 269375, + "TP": 6521, + "n_pred": 8188, + "n_ref": 7486 + }, + "5": { + "Dice": 0.9210495073014365, + "FN": 193, + "FP": 472, + "IoU": 0.8536531690140845, + "TN": 273984, + "TP": 3879, + "n_pred": 4351, + "n_ref": 4072 + }, + "6": { + "Dice": 0.8576240161083654, + "FN": 2935, + "FP": 954, + "IoU": 0.750737084989104, + "TN": 262926, + "TP": 11713, + "n_pred": 12667, + "n_ref": 14648 + }, + "7": { + "Dice": 0.5108629441624365, + "FN": 7872, + "FP": 1764, + "IoU": 0.3430597218434688, + "TN": 263860, + "TP": 5032, + "n_pred": 6796, + "n_ref": 12904 + }, + "8": { + "Dice": 0.9579203899268887, + "FN": 140, + "FP": 119, + "IoU": 0.9192391643280324, + "TN": 275321, + "TP": 2948, + "n_pred": 3067, + "n_ref": 3088 + }, + "9": { + "Dice": 0.571875, + "FN": 59, + "FP": 215, + "IoU": 0.40043763676148797, + "TN": 278071, + "TP": 183, + "n_pred": 398, + "n_ref": 242 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0235.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0235.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9523868261995806, + "FN": 347, + "FP": 425, + "IoU": 0.9091016130931355, + "TN": 270035, + "TP": 7721, + "n_pred": 8146, + "n_ref": 8068 + }, + "10": { + "Dice": 0.7710613993336506, + "FN": 1216, + "FP": 227, + "IoU": 0.627420604182804, + "TN": 274655, + "TP": 2430, + "n_pred": 2657, + "n_ref": 3646 + }, + "11": { + "Dice": 0.7622913847541724, + "FN": 293, + "FP": 234, + "IoU": 0.6158892128279884, + "TN": 277156, + "TP": 845, + "n_pred": 1079, + "n_ref": 1138 + }, + "12": { + "Dice": 0.4742177170559718, + "FN": 456, + "FP": 737, + "IoU": 0.31080300404390526, + "TN": 276797, + "TP": 538, + "n_pred": 1275, + "n_ref": 994 + }, + "13": { + "Dice": 0.7471429943340056, + "FN": 1414, + "FP": 1219, + "IoU": 0.5963513720680669, + "TN": 272005, + "TP": 3890, + "n_pred": 5109, + "n_ref": 5304 + }, + "14": { + "Dice": 0.006759443339960238, + "FN": 0, + "FP": 4996, + "IoU": 0.003391182924396569, + "TN": 273515, + "TP": 17, + "n_pred": 5013, + "n_ref": 17 + }, + "15": { + "Dice": 0.603234276166607, + "FN": 12514, + "FP": 784, + "IoU": 0.4318793523304994, + "TN": 255121, + "TP": 10109, + "n_pred": 10893, + "n_ref": 22623 + }, + "2": { + "Dice": 0.9273885350318471, + "FN": 50, + "FP": 7, + "IoU": 0.8646080760095012, + "TN": 278107, + "TP": 364, + "n_pred": 371, + "n_ref": 414 + }, + "3": { + "Dice": 0.9581376855498334, + "FN": 2193, + "FP": 2229, + "IoU": 0.9196394497246806, + "TN": 223501, + "TP": 50605, + "n_pred": 52834, + "n_ref": 52798 + }, + "4": { + "Dice": 0.6718605082544983, + "FN": 53, + "FP": 1716, + "IoU": 0.5058659217877095, + "TN": 274948, + "TP": 1811, + "n_pred": 3527, + "n_ref": 1864 + }, + "5": { + "Dice": 0.7865716429107277, + "FN": 1072, + "FP": 66, + "IoU": 0.6482225656877898, + "TN": 275293, + "TP": 2097, + "n_pred": 2163, + "n_ref": 3169 + }, + "6": { + "Dice": 0.9066296756911891, + "FN": 1376, + "FP": 576, + "IoU": 0.8292064047598215, + "TN": 267099, + "TP": 9477, + "n_pred": 10053, + "n_ref": 10853 + }, + "7": { + "Dice": 0.7475697710881154, + "FN": 2370, + "FP": 45, + "IoU": 0.5968953430145217, + "TN": 272537, + "TP": 3576, + "n_pred": 3621, + "n_ref": 5946 + }, + "8": { + "Dice": 0.8902439024390244, + "FN": 133, + "FP": 443, + "IoU": 0.8021978021978022, + "TN": 275616, + "TP": 2336, + "n_pred": 2779, + "n_ref": 2469 + }, + "9": { + "Dice": 0.9314979546782677, + "FN": 724, + "FP": 331, + "IoU": 0.8717792902284881, + "TN": 270300, + "TP": 7173, + "n_pred": 7504, + "n_ref": 7897 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0259.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0259.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 165, + "IoU": 0.0, + "TN": 261979, + "TP": 0, + "n_pred": 165, + "n_ref": 0 + }, + "11": { + "Dice": 0.8249145461450816, + "FN": 245, + "FP": 216, + "IoU": 0.7020038784744667, + "TN": 260597, + "TP": 1086, + "n_pred": 1302, + "n_ref": 1331 + }, + "12": { + "Dice": 0.7343550446998723, + "FN": 66, + "FP": 766, + "IoU": 0.5802219979818365, + "TN": 260162, + "TP": 1150, + "n_pred": 1916, + "n_ref": 1216 + }, + "13": { + "Dice": 0.5309090909090909, + "FN": 774, + "FP": 0, + "IoU": 0.3613861386138614, + "TN": 260932, + "TP": 438, + "n_pred": 438, + "n_ref": 1212 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9829435554774046, + "FN": 470, + "FP": 209, + "IoU": 0.9664591977869986, + "TN": 241900, + "TP": 19565, + "n_pred": 19774, + "n_ref": 20035 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 27, + "IoU": 0.0, + "TN": 262117, + "TP": 0, + "n_pred": 27, + "n_ref": 0 + }, + "4": { + "Dice": 0.8460646334200546, + "FN": 1357, + "FP": 3554, + "IoU": 0.733199326343239, + "TN": 243737, + "TP": 13496, + "n_pred": 17050, + "n_ref": 14853 + }, + "5": { + "Dice": 0.8134534534534534, + "FN": 586, + "FP": 967, + "IoU": 0.6855638793277992, + "TN": 257205, + "TP": 3386, + "n_pred": 4353, + "n_ref": 3972 + }, + "6": { + "Dice": 0.9077636970502836, + "FN": 1231, + "FP": 2168, + "IoU": 0.8311055900621118, + "TN": 242019, + "TP": 16726, + "n_pred": 18894, + "n_ref": 17957 + }, + "7": { + "Dice": 0.7808049144804662, + "FN": 9329, + "FP": 1090, + "IoU": 0.640426559911651, + "TN": 233168, + "TP": 18557, + "n_pred": 19647, + "n_ref": 27886 + }, + "8": { + "Dice": 0.9631455399061033, + "FN": 405, + "FP": 223, + "IoU": 0.9289110255829749, + "TN": 253310, + "TP": 8206, + "n_pred": 8429, + "n_ref": 8611 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0263.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0263.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9446778085619805, + "FN": 82, + "FP": 537, + "IoU": 0.8951558265582655, + "TN": 239856, + "TP": 5285, + "n_pred": 5822, + "n_ref": 5367 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 290, + "IoU": 0.0, + "TN": 245470, + "TP": 0, + "n_pred": 290, + "n_ref": 0 + }, + "11": { + "Dice": 0.8355167394468704, + "FN": 146, + "FP": 80, + "IoU": 0.7175, + "TN": 244960, + "TP": 574, + "n_pred": 654, + "n_ref": 720 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1268, + "IoU": 0.0, + "TN": 244492, + "TP": 0, + "n_pred": 1268, + "n_ref": 0 + }, + "14": { + "Dice": 0.9257436570428696, + "FN": 1202, + "FP": 156, + "IoU": 0.8617530286063321, + "TN": 235937, + "TP": 8465, + "n_pred": 8621, + "n_ref": 9667 + }, + "15": { + "Dice": 0.9260644647831278, + "FN": 1339, + "FP": 1448, + "IoU": 0.8623091744479028, + "TN": 225519, + "TP": 17454, + "n_pred": 18902, + "n_ref": 18793 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9468861702663243, + "FN": 698, + "FP": 357, + "IoU": 0.8991299359403384, + "TN": 235301, + "TP": 9404, + "n_pred": 9761, + "n_ref": 10102 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 16, + "IoU": 0.0, + "TN": 245744, + "TP": 0, + "n_pred": 16, + "n_ref": 0 + }, + "5": { + "Dice": 0.21052631578947367, + "FN": 3655, + "FP": 80, + "IoU": 0.11764705882352941, + "TN": 241527, + "TP": 498, + "n_pred": 578, + "n_ref": 4153 + }, + "6": { + "Dice": 0.9577936468850037, + "FN": 220, + "FP": 1494, + "IoU": 0.9190057650505623, + "TN": 224598, + "TP": 19448, + "n_pred": 20942, + "n_ref": 19668 + }, + "7": { + "Dice": 0.9001651403693139, + "FN": 40, + "FP": 625, + "IoU": 0.8184548184548185, + "TN": 242097, + "TP": 2998, + "n_pred": 3623, + "n_ref": 3038 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8867651317694758, + "FN": 960, + "FP": 213, + "IoU": 0.7965660770031218, + "TN": 239994, + "TP": 4593, + "n_pred": 4806, + "n_ref": 5553 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0274.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0274.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.956592135697764, + "FN": 907, + "FP": 219, + "IoU": 0.9167959801965566, + "TN": 281379, + "TP": 12407, + "n_pred": 12626, + "n_ref": 13314 + }, + "10": { + "Dice": 0.08718330849478391, + "FN": 4815, + "FP": 85, + "IoU": 0.045578496299181925, + "TN": 289778, + "TP": 234, + "n_pred": 319, + "n_ref": 5049 + }, + "11": { + "Dice": 0.24377791959157627, + "FN": 251, + "FP": 934, + "IoU": 0.13880813953488372, + "TN": 293536, + "TP": 191, + "n_pred": 1125, + "n_ref": 442 + }, + "12": { + "Dice": 0.7038985565897747, + "FN": 1333, + "FP": 862, + "IoU": 0.5430890924229809, + "TN": 290108, + "TP": 2609, + "n_pred": 3471, + "n_ref": 3942 + }, + "13": { + "Dice": 0.8846707198217849, + "FN": 667, + "FP": 1818, + "IoU": 0.7931924101198402, + "TN": 282896, + "TP": 9531, + "n_pred": 11349, + "n_ref": 10198 + }, + "14": { + "Dice": 0.9696714208763672, + "FN": 907, + "FP": 388, + "IoU": 0.9411283356821385, + "TN": 272915, + "TP": 20702, + "n_pred": 21090, + "n_ref": 21609 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 294912, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9087662518832654, + "FN": 194, + "FP": 1441, + "IoU": 0.8327878911842913, + "TN": 285134, + "TP": 8143, + "n_pred": 9584, + "n_ref": 8337 + }, + "3": { + "Dice": 0.9134220618091586, + "FN": 1650, + "FP": 269, + "IoU": 0.8406410895200133, + "TN": 282870, + "TP": 10123, + "n_pred": 10392, + "n_ref": 11773 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 294908, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "5": { + "Dice": 0.839801575722206, + "FN": 231, + "FP": 867, + "IoU": 0.7238430583501007, + "TN": 290936, + "TP": 2878, + "n_pred": 3745, + "n_ref": 3109 + }, + "6": { + "Dice": 0.8635385277658201, + "FN": 239, + "FP": 1029, + "IoU": 0.7598484848484849, + "TN": 289632, + "TP": 4012, + "n_pred": 5041, + "n_ref": 4251 + }, + "7": { + "Dice": 0.8564644425976493, + "FN": 1039, + "FP": 170, + "IoU": 0.7489617940199336, + "TN": 290096, + "TP": 3607, + "n_pred": 3777, + "n_ref": 4646 + }, + "8": { + "Dice": 0.8084985835694051, + "FN": 656, + "FP": 1372, + "IoU": 0.6785544460294817, + "TN": 288603, + "TP": 4281, + "n_pred": 5653, + "n_ref": 4937 + }, + "9": { + "Dice": 0.943904263275991, + "FN": 55, + "FP": 20, + "IoU": 0.8937677053824362, + "TN": 294206, + "TP": 631, + "n_pred": 651, + "n_ref": 686 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0297.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0297.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.10830324909747292, + "FN": 17, + "FP": 230, + "IoU": 0.05725190839694656, + "TN": 311034, + "TP": 15, + "n_pred": 245, + "n_ref": 32 + }, + "10": { + "Dice": 0.6953635967249648, + "FN": 11961, + "FP": 615, + "IoU": 0.5329941698540607, + "TN": 284367, + "TP": 14353, + "n_pred": 14968, + "n_ref": 26314 + }, + "11": { + "Dice": 0.8505298382598996, + "FN": 214, + "FP": 322, + "IoU": 0.739932071809801, + "TN": 309235, + "TP": 1525, + "n_pred": 1847, + "n_ref": 1739 + }, + "12": { + "Dice": 0.8391304347826087, + "FN": 37, + "FP": 111, + "IoU": 0.7228464419475655, + "TN": 310762, + "TP": 386, + "n_pred": 497, + "n_ref": 423 + }, + "13": { + "Dice": 0.2381711855396066, + "FN": 987, + "FP": 446, + "IoU": 0.1351840675920338, + "TN": 309639, + "TP": 224, + "n_pred": 670, + "n_ref": 1211 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 5243, + "IoU": 0.0, + "TN": 306053, + "TP": 0, + "n_pred": 5243, + "n_ref": 0 + }, + "15": { + "Dice": 0.9016789620961587, + "FN": 1332, + "FP": 214, + "IoU": 0.8209612044006949, + "TN": 302661, + "TP": 7089, + "n_pred": 7303, + "n_ref": 8421 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 311296, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9699555232822002, + "FN": 220, + "FP": 442, + "IoU": 0.9416637292915051, + "TN": 299948, + "TP": 10686, + "n_pred": 11128, + "n_ref": 10906 + }, + "4": { + "Dice": 0.8548828269387152, + "FN": 1952, + "FP": 11, + "IoU": 0.7465461588121368, + "TN": 303551, + "TP": 5782, + "n_pred": 5793, + "n_ref": 7734 + }, + "5": { + "Dice": 0.38492063492063494, + "FN": 309, + "FP": 1, + "IoU": 0.23832923832923833, + "TN": 310889, + "TP": 97, + "n_pred": 98, + "n_ref": 406 + }, + "6": { + "Dice": 0.9492917028042787, + "FN": 411, + "FP": 466, + "IoU": 0.9034778780541493, + "TN": 302210, + "TP": 8209, + "n_pred": 8675, + "n_ref": 8620 + }, + "7": { + "Dice": 0.757977068705004, + "FN": 1073, + "FP": 1650, + "IoU": 0.6102762272792328, + "TN": 304309, + "TP": 4264, + "n_pred": 5914, + "n_ref": 5337 + }, + "8": { + "Dice": 0.8666054484236302, + "FN": 1857, + "FP": 322, + "IoU": 0.7646105649778546, + "TN": 302039, + "TP": 7078, + "n_pred": 7400, + "n_ref": 8935 + }, + "9": { + "Dice": 0.9277224542242211, + "FN": 401, + "FP": 274, + "IoU": 0.8651887357699221, + "TN": 306289, + "TP": 4332, + "n_pred": 4606, + "n_ref": 4733 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0299.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0299.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4985581767015252, + "FN": 11595, + "FP": 2838, + "IoU": 0.33205294335431323, + "TN": 273304, + "TP": 7175, + "n_pred": 10013, + "n_ref": 18770 + }, + "10": { + "Dice": 0.7482078853046595, + "FN": 108, + "FP": 1016, + "IoU": 0.5977093772369363, + "TN": 292118, + "TP": 1670, + "n_pred": 2686, + "n_ref": 1778 + }, + "11": { + "Dice": 0.5714285714285714, + "FN": 6, + "FP": 3, + "IoU": 0.4, + "TN": 294897, + "TP": 6, + "n_pred": 9, + "n_ref": 12 + }, + "12": { + "Dice": 0.08630393996247655, + "FN": 808, + "FP": 166, + "IoU": 0.045098039215686274, + "TN": 293892, + "TP": 46, + "n_pred": 212, + "n_ref": 854 + }, + "13": { + "Dice": 0.7197533791795115, + "FN": 4381, + "FP": 1528, + "IoU": 0.5621990071867823, + "TN": 281415, + "TP": 7588, + "n_pred": 9116, + "n_ref": 11969 + }, + "14": { + "Dice": 0.017967781908302356, + "FN": 6340, + "FP": 0, + "IoU": 0.009065332916536417, + "TN": 288514, + "TP": 58, + "n_pred": 58, + "n_ref": 6398 + }, + "15": { + "Dice": 0.5266903914590747, + "FN": 124, + "FP": 9, + "IoU": 0.357487922705314, + "TN": 294705, + "TP": 74, + "n_pred": 83, + "n_ref": 198 + }, + "2": { + "Dice": 0.015558343789209535, + "FN": 3, + "FP": 3920, + "IoU": 0.00784016186140617, + "TN": 290958, + "TP": 31, + "n_pred": 3951, + "n_ref": 34 + }, + "3": { + "Dice": 0.4778464439090814, + "FN": 87, + "FP": 4898, + "IoU": 0.31392788329204513, + "TN": 287646, + "TP": 2281, + "n_pred": 7179, + "n_ref": 2368 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1845, + "IoU": 0.0, + "TN": 293067, + "TP": 0, + "n_pred": 1845, + "n_ref": 0 + }, + "5": { + "Dice": 0.8254915730337079, + "FN": 946, + "FP": 48, + "IoU": 0.7028400597907324, + "TN": 291567, + "TP": 2351, + "n_pred": 2399, + "n_ref": 3297 + }, + "6": { + "Dice": 0.8900226925529864, + "FN": 3138, + "FP": 4277, + "IoU": 0.8018386381250167, + "TN": 257493, + "TP": 30004, + "n_pred": 34281, + "n_ref": 33142 + }, + "7": { + "Dice": 0.3622749721204397, + "FN": 7173, + "FP": 833, + "IoU": 0.22120622568093384, + "TN": 284632, + "TP": 2274, + "n_pred": 3107, + "n_ref": 9447 + }, + "8": { + "Dice": 0.979446792162889, + "FN": 205, + "FP": 223, + "IoU": 0.9597214379823076, + "TN": 284286, + "TP": 10198, + "n_pred": 10421, + "n_ref": 10403 + }, + "9": { + "Dice": 0.7656296005496124, + "FN": 3581, + "FP": 1195, + "IoU": 0.6202592033076251, + "TN": 282335, + "TP": 7801, + "n_pred": 8996, + "n_ref": 11382 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0350.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0350.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8951263224836676, + "FN": 2733, + "FP": 895, + "IoU": 0.8101616869865522, + "TN": 259417, + "TP": 15483, + "n_pred": 16378, + "n_ref": 18216 + }, + "10": { + "Dice": 0.7026022304832714, + "FN": 158, + "FP": 2, + "IoU": 0.5415472779369628, + "TN": 278179, + "TP": 189, + "n_pred": 191, + "n_ref": 347 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7259153928190544, + "FN": 214, + "FP": 1328, + "IoU": 0.5697544642857143, + "TN": 274944, + "TP": 2042, + "n_pred": 3370, + "n_ref": 2256 + }, + "13": { + "Dice": 0.7326732673267327, + "FN": 37, + "FP": 71, + "IoU": 0.578125, + "TN": 278272, + "TP": 148, + "n_pred": 219, + "n_ref": 185 + }, + "14": { + "Dice": 0.7905955539291922, + "FN": 23, + "FP": 2266, + "IoU": 0.6537065052950075, + "TN": 271918, + "TP": 4321, + "n_pred": 6587, + "n_ref": 4344 + }, + "15": { + "Dice": 0.45962732919254656, + "FN": 532, + "FP": 338, + "IoU": 0.29838709677419356, + "TN": 277288, + "TP": 370, + "n_pred": 708, + "n_ref": 902 + }, + "2": { + "Dice": 0.5979810594234571, + "FN": 6534, + "FP": 1192, + "IoU": 0.4265142517814727, + "TN": 265056, + "TP": 5746, + "n_pred": 6938, + "n_ref": 12280 + }, + "3": { + "Dice": 0.6997057928375774, + "FN": 2857, + "FP": 3063, + "IoU": 0.5381134430834048, + "TN": 265711, + "TP": 6897, + "n_pred": 9960, + "n_ref": 9754 + }, + "4": { + "Dice": 0.9467122461290971, + "FN": 145, + "FP": 120, + "IoU": 0.8988163421153111, + "TN": 275909, + "TP": 2354, + "n_pred": 2474, + "n_ref": 2499 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9133341905619133, + "FN": 36, + "FP": 1312, + "IoU": 0.8404922494379363, + "TN": 270077, + "TP": 7103, + "n_pred": 8415, + "n_ref": 7139 + }, + "7": { + "Dice": 0.8673061550759392, + "FN": 91, + "FP": 573, + "IoU": 0.7657021877205363, + "TN": 275694, + "TP": 2170, + "n_pred": 2743, + "n_ref": 2261 + }, + "8": { + "Dice": 0.9574183025572319, + "FN": 276, + "FP": 455, + "IoU": 0.9183148955190524, + "TN": 269579, + "TP": 8218, + "n_pred": 8673, + "n_ref": 8494 + }, + "9": { + "Dice": 0.9308302603642865, + "FN": 436, + "FP": 183, + "IoU": 0.8706103678929766, + "TN": 273744, + "TP": 4165, + "n_pred": 4348, + "n_ref": 4601 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0351.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0351.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9678696158323632, + "FN": 1, + "FP": 551, + "IoU": 0.9377396796751636, + "TN": 253278, + "TP": 8314, + "n_pred": 8865, + "n_ref": 8315 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.7315799291177019, + "FN": 275, + "FP": 1164, + "IoU": 0.576764705882353, + "TN": 258744, + "TP": 1961, + "n_pred": 3125, + "n_ref": 2236 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8953673145092287, + "FN": 24, + "FP": 1688, + "IoU": 0.8105566006418059, + "TN": 253107, + "TP": 7325, + "n_pred": 9013, + "n_ref": 7349 + }, + "15": { + "Dice": 0.8464959861141246, + "FN": 41, + "FP": 2789, + "IoU": 0.7338474560331045, + "TN": 251511, + "TP": 7803, + "n_pred": 10592, + "n_ref": 7844 + }, + "2": { + "Dice": 0.9192637142336432, + "FN": 330, + "FP": 113, + "IoU": 0.8505902192242834, + "TN": 259179, + "TP": 2522, + "n_pred": 2635, + "n_ref": 2852 + }, + "3": { + "Dice": 0.9588254840950972, + "FN": 889, + "FP": 474, + "IoU": 0.9209075610746823, + "TN": 244911, + "TP": 15870, + "n_pred": 16344, + "n_ref": 16759 + }, + "4": { + "Dice": 0.9432799013563502, + "FN": 24, + "FP": 712, + "IoU": 0.8926487747957993, + "TN": 255288, + "TP": 6120, + "n_pred": 6832, + "n_ref": 6144 + }, + "5": { + "Dice": 0.4091760299625468, + "FN": 1244, + "FP": 18, + "IoU": 0.25721012360211887, + "TN": 260445, + "TP": 437, + "n_pred": 455, + "n_ref": 1681 + }, + "6": { + "Dice": 0.9510654184136466, + "FN": 1692, + "FP": 1716, + "IoU": 0.906696599682418, + "TN": 225618, + "TP": 33118, + "n_pred": 34834, + "n_ref": 34810 + }, + "7": { + "Dice": 0.8870636550308009, + "FN": 509, + "FP": 1031, + "IoU": 0.7970479704797048, + "TN": 254556, + "TP": 6048, + "n_pred": 7079, + "n_ref": 6557 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9257372654155496, + "FN": 235, + "FP": 1427, + "IoU": 0.8617419515847268, + "TN": 250123, + "TP": 10359, + "n_pred": 11786, + "n_ref": 10594 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0367.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0367.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9726023028099384, + "FN": 564, + "FP": 295, + "IoU": 0.9466658388178318, + "TN": 262422, + "TP": 15247, + "n_pred": 15542, + "n_ref": 15811 + }, + "10": { + "Dice": 0.8637434114612538, + "FN": 3214, + "FP": 431, + "IoU": 0.7601658112909593, + "TN": 263330, + "TP": 11553, + "n_pred": 11984, + "n_ref": 14767 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7727620504973222, + "FN": 316, + "FP": 278, + "IoU": 0.6296758104738155, + "TN": 276924, + "TP": 1010, + "n_pred": 1288, + "n_ref": 1326 + }, + "13": { + "Dice": 0.8324468952915457, + "FN": 974, + "FP": 4161, + "IoU": 0.7129841819909452, + "TN": 260637, + "TP": 12756, + "n_pred": 16917, + "n_ref": 13730 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.980354111084162, + "FN": 291, + "FP": 33, + "IoU": 0.961465271170314, + "TN": 270120, + "TP": 8084, + "n_pred": 8117, + "n_ref": 8375 + }, + "3": { + "Dice": 0.9835827868984517, + "FN": 363, + "FP": 656, + "IoU": 0.9676959168146082, + "TN": 246984, + "TP": 30525, + "n_pred": 31181, + "n_ref": 30888 + }, + "4": { + "Dice": 0.9334119033588686, + "FN": 32, + "FP": 1211, + "IoU": 0.8751381215469614, + "TN": 268573, + "TP": 8712, + "n_pred": 9923, + "n_ref": 8744 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9698327941692325, + "FN": 889, + "FP": 659, + "IoU": 0.9414324089137754, + "TN": 252097, + "TP": 24883, + "n_pred": 25542, + "n_ref": 25772 + }, + "7": { + "Dice": 0.8498331479421579, + "FN": 358, + "FP": 182, + "IoU": 0.7388781431334622, + "TN": 276460, + "TP": 1528, + "n_pred": 1710, + "n_ref": 1886 + }, + "8": { + "Dice": 0.9510279286268425, + "FN": 89, + "FP": 921, + "IoU": 0.9066284552093926, + "TN": 267711, + "TP": 9807, + "n_pred": 10728, + "n_ref": 9896 + }, + "9": { + "Dice": 0.8297797972736806, + "FN": 581, + "FP": 880, + "IoU": 0.7090800477897252, + "TN": 273506, + "TP": 3561, + "n_pred": 4441, + "n_ref": 4142 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0387.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0387.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8214665249734325, + "FN": 250, + "FP": 86, + "IoU": 0.69702434625789, + "TN": 293803, + "TP": 773, + "n_pred": 859, + "n_ref": 1023 + }, + "10": { + "Dice": 0.4679878048780488, + "FN": 539, + "FP": 159, + "IoU": 0.3054726368159204, + "TN": 293907, + "TP": 307, + "n_pred": 466, + "n_ref": 846 + }, + "11": { + "Dice": 0.5941176470588235, + "FN": 687, + "FP": 969, + "IoU": 0.4225941422594142, + "TN": 292044, + "TP": 1212, + "n_pred": 2181, + "n_ref": 1899 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 58, + "IoU": 0.0, + "TN": 294854, + "TP": 0, + "n_pred": 58, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 13, + "FP": 0, + "IoU": 0.0, + "TN": 294899, + "TP": 0, + "n_pred": 0, + "n_ref": 13 + }, + "14": { + "Dice": 0.7737436883866314, + "FN": 1539, + "FP": 2225, + "IoU": 0.6309803921568627, + "TN": 284712, + "TP": 6436, + "n_pred": 8661, + "n_ref": 7975 + }, + "15": { + "Dice": 0.8940953733286001, + "FN": 2567, + "FP": 1013, + "IoU": 0.8084742135673015, + "TN": 276220, + "TP": 15112, + "n_pred": 16125, + "n_ref": 17679 + }, + "2": { + "Dice": 0.8862707907791071, + "FN": 2860, + "FP": 258, + "IoU": 0.7957686513394904, + "TN": 279645, + "TP": 12149, + "n_pred": 12407, + "n_ref": 15009 + }, + "3": { + "Dice": 0.8989402119576084, + "FN": 206, + "FP": 2321, + "IoU": 0.8164317884643324, + "TN": 281146, + "TP": 11239, + "n_pred": 13560, + "n_ref": 11445 + }, + "4": { + "Dice": 0.9007361671811921, + "FN": 737, + "FP": 935, + "IoU": 0.8193994383236121, + "TN": 285654, + "TP": 7586, + "n_pred": 8521, + "n_ref": 8323 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 294912, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9313753998255306, + "FN": 1373, + "FP": 2875, + "IoU": 0.8715646258503401, + "TN": 261837, + "TP": 28827, + "n_pred": 31702, + "n_ref": 30200 + }, + "7": { + "Dice": 0.9400476758045292, + "FN": 469, + "FP": 537, + "IoU": 0.8868773192398516, + "TN": 286019, + "TP": 7887, + "n_pred": 8424, + "n_ref": 8356 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 294912, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9440993788819876, + "FN": 275, + "FP": 49, + "IoU": 0.8941176470588236, + "TN": 291852, + "TP": 2736, + "n_pred": 2785, + "n_ref": 3011 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0390.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0390.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": 0.6539466231096881, + "FN": 1126.9666666666667, + "FP": 982.6866666666667, + "IoU": 0.5654999707423528, + "TN": 262850.8888888889, + "TP": 4829.324444444444, + "n_pred": 5812.01111111111, + "n_ref": 5956.2911111111125 + }, + "mean": { + "1": { + "Dice": 0.722489870134391, + "FN": 1075.6666666666667, + "FP": 244.76666666666668, + "IoU": 0.6555313558689003, + "TN": 263354.7, + "TP": 5114.733333333334, + "n_pred": 5359.5, + "n_ref": 6190.4 + }, + "10": { + "Dice": 0.5223674079003515, + "FN": 1556.0, + "FP": 955.3666666666667, + "IoU": 0.41997791537253143, + "TN": 264543.1, + "TP": 2735.4, + "n_pred": 3690.766666666667, + "n_ref": 4291.4 + }, + "11": { + "Dice": 0.6792235438591873, + "FN": 349.2, + "FP": 287.4, + "IoU": 0.5547500496223385, + "TN": 268316.93333333335, + "TP": 836.3333333333334, + "n_pred": 1123.7333333333333, + "n_ref": 1185.5333333333333 + }, + "12": { + "Dice": 0.5857230715227086, + "FN": 357.3333333333333, + "FP": 193.23333333333332, + "IoU": 0.4725352974760818, + "TN": 268560.13333333336, + "TP": 679.1666666666666, + "n_pred": 872.4, + "n_ref": 1036.5 + }, + "13": { + "Dice": 0.504202113840367, + "FN": 1543.0, + "FP": 1017.8333333333334, + "IoU": 0.3967461174199369, + "TN": 264249.23333333334, + "TP": 2979.8, + "n_pred": 3997.633333333333, + "n_ref": 4522.8 + }, + "14": { + "Dice": 0.7795627752335212, + "FN": 791.4333333333333, + "FP": 1208.9333333333334, + "IoU": 0.7036918740154693, + "TN": 260320.33333333334, + "TP": 7469.166666666667, + "n_pred": 8678.1, + "n_ref": 8260.6 + }, + "15": { + "Dice": 0.5231648550746761, + "FN": 865.2666666666667, + "FP": 706.3666666666667, + "IoU": 0.4275438591983711, + "TN": 266262.4, + "TP": 1955.8333333333333, + "n_pred": 2662.2, + "n_ref": 2821.1 + }, + "2": { + "Dice": 0.6010513798847946, + "FN": 1468.6, + "FP": 1695.6333333333334, + "IoU": 0.5254670689368598, + "TN": 262141.93333333332, + "TP": 4483.7, + "n_pred": 6179.333333333333, + "n_ref": 5952.3 + }, + "3": { + "Dice": 0.6491044600715435, + "FN": 1650.2333333333333, + "FP": 1332.4666666666667, + "IoU": 0.5766698929567289, + "TN": 261088.26666666666, + "TP": 5718.9, + "n_pred": 7051.366666666667, + "n_ref": 7369.133333333333 + }, + "4": { + "Dice": 0.48061419646405085, + "FN": 267.26666666666665, + "FP": 747.9333333333333, + "IoU": 0.41742312903018947, + "TN": 266654.8, + "TP": 2119.866666666667, + "n_pred": 2867.8, + "n_ref": 2387.133333333333 + }, + "5": { + "Dice": 0.6938673974459016, + "FN": 968.5, + "FP": 603.0666666666667, + "IoU": 0.5716888424802934, + "TN": 265763.93333333335, + "TP": 2454.366666666667, + "n_pred": 3057.4333333333334, + "n_ref": 3422.866666666667 + }, + "6": { + "Dice": 0.877074789027084, + "FN": 1815.8, + "FP": 2679.6, + "IoU": 0.7978530329042601, + "TN": 247882.06666666668, + "TP": 17412.4, + "n_pred": 20092.0, + "n_ref": 19228.2 + }, + "7": { + "Dice": 0.5960338921105915, + "FN": 2923.5, + "FP": 1446.8333333333333, + "IoU": 0.5065570814858054, + "TN": 257951.03333333333, + "TP": 7468.5, + "n_pred": 8915.333333333334, + "n_ref": 10392.0 + }, + "8": { + "Dice": 0.8275960486098181, + "FN": 883.5333333333333, + "FP": 547.6333333333333, + "IoU": 0.7661763286792145, + "TN": 262995.5333333333, + "TP": 5363.166666666667, + "n_pred": 5910.8, + "n_ref": 6246.7 + }, + "9": { + "Dice": 0.767123545466336, + "FN": 389.1666666666667, + "FP": 1073.2333333333333, + "IoU": 0.6898877156883101, + "TN": 262678.93333333335, + "TP": 5648.533333333334, + "n_pred": 6721.766666666666, + "n_ref": 6037.7 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.8141809290953546, + "FN": 456, + "FP": 0, + "IoU": 0.6865979381443299, + "TN": 277073, + "TP": 999, + "n_pred": 999, + "n_ref": 1455 + }, + "10": { + "Dice": 0.0, + "FN": 163, + "FP": 351, + "IoU": 0.0, + "TN": 278014, + "TP": 0, + "n_pred": 351, + "n_ref": 163 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 7592, + "FP": 277, + "IoU": 0.0, + "TN": 270659, + "TP": 0, + "n_pred": 277, + "n_ref": 7592 + }, + "14": { + "Dice": 0.9527921216738622, + "FN": 1331, + "FP": 342, + "IoU": 0.9098404828626859, + "TN": 259972, + "TP": 16883, + "n_pred": 17225, + "n_ref": 18214 + }, + "15": { + "Dice": 0.6853988961364776, + "FN": 2480, + "FP": 28, + "IoU": 0.5213740458015267, + "TN": 273288, + "TP": 2732, + "n_pred": 2760, + "n_ref": 5212 + }, + "2": { + "Dice": 0.5572127709158704, + "FN": 400, + "FP": 11000, + "IoU": 0.3862057825876272, + "TN": 259955, + "TP": 7173, + "n_pred": 18173, + "n_ref": 7573 + }, + "3": { + "Dice": 0.6534618445485896, + "FN": 11158, + "FP": 599, + "IoU": 0.4852902547938009, + "TN": 255686, + "TP": 11085, + "n_pred": 11684, + "n_ref": 22243 + }, + "4": { + "Dice": 0.0, + "FN": 2579, + "FP": 0, + "IoU": 0.0, + "TN": 275949, + "TP": 0, + "n_pred": 0, + "n_ref": 2579 + }, + "5": { + "Dice": 0.6990983129726586, + "FN": 2802, + "FP": 1336, + "IoU": 0.5373951928451649, + "TN": 269583, + "TP": 4807, + "n_pred": 6143, + "n_ref": 7609 + }, + "6": { + "Dice": 0.9073829592769371, + "FN": 1186, + "FP": 2462, + "IoU": 0.8304675155683614, + "TN": 257010, + "TP": 17870, + "n_pred": 20332, + "n_ref": 19056 + }, + "7": { + "Dice": 0.6199007717750827, + "FN": 1245, + "FP": 1513, + "IoU": 0.44917116037547433, + "TN": 273521, + "TP": 2249, + "n_pred": 3762, + "n_ref": 3494 + }, + "8": { + "Dice": 0.24588254866078854, + "FN": 8989, + "FP": 77, + "IoU": 0.14017450682852808, + "TN": 267984, + "TP": 1478, + "n_pred": 1555, + "n_ref": 10467 + }, + "9": { + "Dice": 0.2078853046594982, + "FN": 153, + "FP": 68, + "IoU": 0.116, + "TN": 278278, + "TP": 29, + "n_pred": 97, + "n_ref": 182 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0006.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0006.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8579677328049816, + "FN": 2142, + "FP": 367, + "IoU": 0.7512640031724002, + "TN": 252057, + "TP": 7578, + "n_pred": 7945, + "n_ref": 9720 + }, + "10": { + "Dice": 0.8361435365326416, + "FN": 809, + "FP": 707, + "IoU": 0.7184249628528975, + "TN": 256760, + "TP": 3868, + "n_pred": 4575, + "n_ref": 4677 + }, + "11": { + "Dice": 0.7966171617161716, + "FN": 1596, + "FP": 376, + "IoU": 0.6619814878299622, + "TN": 256310, + "TP": 3862, + "n_pred": 4238, + "n_ref": 5458 + }, + "12": { + "Dice": 0.7589163237311386, + "FN": 1265, + "FP": 141, + "IoU": 0.6114948880906328, + "TN": 258525, + "TP": 2213, + "n_pred": 2354, + "n_ref": 3478 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8052373158756138, + "FN": 29, + "FP": 90, + "IoU": 0.673972602739726, + "TN": 261779, + "TP": 246, + "n_pred": 336, + "n_ref": 275 + }, + "3": { + "Dice": 0.9199851135094901, + "FN": 155, + "FP": 275, + "IoU": 0.8518263266712612, + "TN": 259242, + "TP": 2472, + "n_pred": 2747, + "n_ref": 2627 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7236530257544636, + "FN": 616, + "FP": 1133, + "IoU": 0.5669720227779154, + "TN": 258105, + "TP": 2290, + "n_pred": 3423, + "n_ref": 2906 + }, + "6": { + "Dice": 0.8823056962807364, + "FN": 3128, + "FP": 682, + "IoU": 0.7893980432259134, + "TN": 244053, + "TP": 14281, + "n_pred": 14963, + "n_ref": 17409 + }, + "7": { + "Dice": 0.8766222821506826, + "FN": 1172, + "FP": 292, + "IoU": 0.7803450862715678, + "TN": 255479, + "TP": 5201, + "n_pred": 5493, + "n_ref": 6373 + }, + "8": { + "Dice": 0.9596474203461103, + "FN": 615, + "FP": 383, + "IoU": 0.9224251846094054, + "TN": 249279, + "TP": 11867, + "n_pred": 12250, + "n_ref": 12482 + }, + "9": { + "Dice": 0.9235026965654272, + "FN": 142, + "FP": 936, + "IoU": 0.8578773895847066, + "TN": 254559, + "TP": 6507, + "n_pred": 7443, + "n_ref": 6649 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0009.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0009.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9790453074433657, + "FN": 397, + "FP": 121, + "IoU": 0.9589507884935415, + "TN": 265909, + "TP": 12101, + "n_pred": 12222, + "n_ref": 12498 + }, + "10": { + "Dice": 0.7353052098486073, + "FN": 1707, + "FP": 3206, + "IoU": 0.5814092187100622, + "TN": 266791, + "TP": 6824, + "n_pred": 10030, + "n_ref": 8531 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8145574855252274, + "FN": 265, + "FP": 856, + "IoU": 0.6871336868545911, + "TN": 274945, + "TP": 2462, + "n_pred": 3318, + "n_ref": 2727 + }, + "13": { + "Dice": 0.4645669291338583, + "FN": 266, + "FP": 6, + "IoU": 0.30256410256410254, + "TN": 278138, + "TP": 118, + "n_pred": 124, + "n_ref": 384 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9128987835666743, + "FN": 3326, + "FP": 1228, + "IoU": 0.8397550934234139, + "TN": 250109, + "TP": 23865, + "n_pred": 25093, + "n_ref": 27191 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2842, + "IoU": 0.0, + "TN": 275686, + "TP": 0, + "n_pred": 2842, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1359, + "IoU": 0.0, + "TN": 277169, + "TP": 0, + "n_pred": 1359, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8886578834376624, + "FN": 3748, + "FP": 1179, + "IoU": 0.7996258489568506, + "TN": 253939, + "TP": 19662, + "n_pred": 20841, + "n_ref": 23410 + }, + "7": { + "Dice": 0.48531902879728966, + "FN": 2564, + "FP": 1082, + "IoU": 0.3204100652376514, + "TN": 273163, + "TP": 1719, + "n_pred": 2801, + "n_ref": 4283 + }, + "8": { + "Dice": 0.6471267571980407, + "FN": 7563, + "FP": 1298, + "IoU": 0.4783350994937007, + "TN": 261542, + "TP": 8125, + "n_pred": 9423, + "n_ref": 15688 + }, + "9": { + "Dice": 0.8447347908392413, + "FN": 540, + "FP": 3643, + "IoU": 0.7312042153964786, + "TN": 262966, + "TP": 11379, + "n_pred": 15022, + "n_ref": 11919 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0015.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0015.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8405172413793104, + "FN": 743, + "FP": 71, + "IoU": 0.724907063197026, + "TN": 275569, + "TP": 2145, + "n_pred": 2216, + "n_ref": 2888 + }, + "10": { + "Dice": 0.5919484702093398, + "FN": 914, + "FP": 353, + "IoU": 0.4204025617566331, + "TN": 276342, + "TP": 919, + "n_pred": 1272, + "n_ref": 1833 + }, + "11": { + "Dice": 0.7336497890295358, + "FN": 267, + "FP": 743, + "IoU": 0.5793419408579759, + "TN": 276127, + "TP": 1391, + "n_pred": 2134, + "n_ref": 1658 + }, + "12": { + "Dice": 0.6051807571875889, + "FN": 893, + "FP": 494, + "IoU": 0.43387755102040815, + "TN": 276078, + "TP": 1063, + "n_pred": 1557, + "n_ref": 1956 + }, + "13": { + "Dice": 0.6204901811539048, + "FN": 1825, + "FP": 3161, + "IoU": 0.44979033325976603, + "TN": 269466, + "TP": 4076, + "n_pred": 7237, + "n_ref": 5901 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 960, + "IoU": 0.0, + "TN": 277568, + "TP": 0, + "n_pred": 960, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 172, + "IoU": 0.0, + "TN": 278356, + "TP": 0, + "n_pred": 172, + "n_ref": 0 + }, + "2": { + "Dice": 0.8290468329133721, + "FN": 7176, + "FP": 694, + "IoU": 0.70801024004749, + "TN": 251575, + "TP": 19083, + "n_pred": 19777, + "n_ref": 26259 + }, + "3": { + "Dice": 0.7294279209280474, + "FN": 432, + "FP": 7055, + "IoU": 0.574094089538654, + "TN": 260949, + "TP": 10092, + "n_pred": 17147, + "n_ref": 10524 + }, + "4": { + "Dice": 0.8159203980099502, + "FN": 79, + "FP": 550, + "IoU": 0.6890756302521008, + "TN": 276505, + "TP": 1394, + "n_pred": 1944, + "n_ref": 1473 + }, + "5": { + "Dice": 0.6966935235327786, + "FN": 2972, + "FP": 3917, + "IoU": 0.5345584757786636, + "TN": 263727, + "TP": 7912, + "n_pred": 11829, + "n_ref": 10884 + }, + "6": { + "Dice": 0.9148093019659392, + "FN": 2141, + "FP": 2266, + "IoU": 0.8429940503758595, + "TN": 250459, + "TP": 23662, + "n_pred": 25928, + "n_ref": 25803 + }, + "7": { + "Dice": 0.0, + "FN": 3750, + "FP": 724, + "IoU": 0.0, + "TN": 274054, + "TP": 0, + "n_pred": 724, + "n_ref": 3750 + }, + "8": { + "Dice": 0.8861012007519086, + "FN": 2222, + "FP": 747, + "IoU": 0.7954952472792396, + "TN": 264010, + "TP": 11549, + "n_pred": 12296, + "n_ref": 13771 + }, + "9": { + "Dice": 0.8277362338545208, + "FN": 1173, + "FP": 2628, + "IoU": 0.7061006726977499, + "TN": 265595, + "TP": 9132, + "n_pred": 11760, + "n_ref": 10305 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0044.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0044.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.13020646855233323, + "FN": 14513, + "FP": 63, + "IoU": 0.06963681623795238, + "TN": 230093, + "TP": 1091, + "n_pred": 1154, + "n_ref": 15604 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.27586206896551724, + "FN": 63, + "FP": 0, + "IoU": 0.16, + "TN": 245685, + "TP": 12, + "n_pred": 12, + "n_ref": 75 + }, + "13": { + "Dice": 0.7274641954507161, + "FN": 1208, + "FP": 1380, + "IoU": 0.5716650115855677, + "TN": 239718, + "TP": 3454, + "n_pred": 4834, + "n_ref": 4662 + }, + "14": { + "Dice": 0.9542972329118563, + "FN": 658, + "FP": 589, + "IoU": 0.9125893733352026, + "TN": 231494, + "TP": 13019, + "n_pred": 13608, + "n_ref": 13677 + }, + "15": { + "Dice": 0.0, + "FN": 148, + "FP": 236, + "IoU": 0.0, + "TN": 245376, + "TP": 0, + "n_pred": 236, + "n_ref": 148 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9439621152328335, + "FN": 1272, + "FP": 1071, + "IoU": 0.8938714499252616, + "TN": 223683, + "TP": 19734, + "n_pred": 20805, + "n_ref": 21006 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9346894744952997, + "FN": 1490, + "FP": 629, + "IoU": 0.8773868765189214, + "TN": 228478, + "TP": 15163, + "n_pred": 15792, + "n_ref": 16653 + }, + "7": { + "Dice": 0.5684094725262, + "FN": 648, + "FP": 14260, + "IoU": 0.3970475227502528, + "TN": 221035, + "TP": 9817, + "n_pred": 24077, + "n_ref": 10465 + }, + "8": { + "Dice": 0.9345911949685535, + "FN": 630, + "FP": 410, + "IoU": 0.8772136953955135, + "TN": 237290, + "TP": 7430, + "n_pred": 7840, + "n_ref": 8060 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0045.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0045.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9758678666798536, + "FN": 72, + "FP": 416, + "IoU": 0.9528730082085949, + "TN": 268173, + "TP": 9867, + "n_pred": 10283, + "n_ref": 9939 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.6825539568345323, + "FN": 217, + "FP": 1195, + "IoU": 0.5180887372013652, + "TN": 275598, + "TP": 1518, + "n_pred": 2713, + "n_ref": 1735 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 469, + "IoU": 0.0, + "TN": 278059, + "TP": 0, + "n_pred": 469, + "n_ref": 0 + }, + "14": { + "Dice": 0.8745766811804547, + "FN": 1396, + "FP": 678, + "IoU": 0.7771090811391725, + "TN": 269223, + "TP": 7231, + "n_pred": 7909, + "n_ref": 8627 + }, + "15": { + "Dice": 0.41379310344827586, + "FN": 510, + "FP": 0, + "IoU": 0.2608695652173913, + "TN": 277838, + "TP": 180, + "n_pred": 180, + "n_ref": 690 + }, + "2": { + "Dice": 0.9191321499013807, + "FN": 1011, + "FP": 178, + "IoU": 0.8503649635036497, + "TN": 270582, + "TP": 6757, + "n_pred": 6935, + "n_ref": 7768 + }, + "3": { + "Dice": 0.925875644854738, + "FN": 218, + "FP": 55, + "IoU": 0.8619817997977756, + "TN": 276550, + "TP": 1705, + "n_pred": 1760, + "n_ref": 1923 + }, + "4": { + "Dice": 0.9407672238863658, + "FN": 550, + "FP": 63, + "IoU": 0.8881590950556468, + "TN": 273047, + "TP": 4868, + "n_pred": 4931, + "n_ref": 5418 + }, + "5": { + "Dice": 0.8023038605230386, + "FN": 306, + "FP": 2234, + "IoU": 0.6698726280218352, + "TN": 270834, + "TP": 5154, + "n_pred": 7388, + "n_ref": 5460 + }, + "6": { + "Dice": 0.8822252188421366, + "FN": 1393, + "FP": 3760, + "IoU": 0.7892692103218419, + "TN": 254075, + "TP": 19300, + "n_pred": 23060, + "n_ref": 20693 + }, + "7": { + "Dice": 0.8619128799012403, + "FN": 1761, + "FP": 588, + "IoU": 0.7573347107438017, + "TN": 268848, + "TP": 7331, + "n_pred": 7919, + "n_ref": 9092 + }, + "8": { + "Dice": 0.9464705882352941, + "FN": 710, + "FP": 564, + "IoU": 0.8983807928531546, + "TN": 265991, + "TP": 11263, + "n_pred": 11827, + "n_ref": 11973 + }, + "9": { + "Dice": 0.8677740863787375, + "FN": 117, + "FP": 82, + "IoU": 0.7664319248826291, + "TN": 277676, + "TP": 653, + "n_pred": 735, + "n_ref": 770 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0081.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0081.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9555601275588931, + "FN": 25, + "FP": 839, + "IoU": 0.9149019994090417, + "TN": 219223, + "TP": 9289, + "n_pred": 10128, + "n_ref": 9314 + }, + "10": { + "Dice": 0.6914127423822715, + "FN": 560, + "FP": 1111, + "IoU": 0.5283657917019475, + "TN": 225833, + "TP": 1872, + "n_pred": 2983, + "n_ref": 2432 + }, + "11": { + "Dice": 0.7634493670886076, + "FN": 439, + "FP": 159, + "IoU": 0.617402431222009, + "TN": 227813, + "TP": 965, + "n_pred": 1124, + "n_ref": 1404 + }, + "12": { + "Dice": 0.7464150943396226, + "FN": 317, + "FP": 355, + "IoU": 0.5954244431065623, + "TN": 227715, + "TP": 989, + "n_pred": 1344, + "n_ref": 1306 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 554, + "IoU": 0.0, + "TN": 228822, + "TP": 0, + "n_pred": 554, + "n_ref": 0 + }, + "14": { + "Dice": 0.9583806142245324, + "FN": 569, + "FP": 568, + "IoU": 0.9200871520944617, + "TN": 215148, + "TP": 13091, + "n_pred": 13659, + "n_ref": 13660 + }, + "15": { + "Dice": 0.7700452189257748, + "FN": 1972, + "FP": 113, + "IoU": 0.6260760401721664, + "TN": 223800, + "TP": 3491, + "n_pred": 3604, + "n_ref": 5463 + }, + "2": { + "Dice": 0.5161098443541192, + "FN": 1359, + "FP": 3522, + "IoU": 0.3478086584714057, + "TN": 221892, + "TP": 2603, + "n_pred": 6125, + "n_ref": 3962 + }, + "3": { + "Dice": 0.514575411913815, + "FN": 52, + "FP": 1097, + "IoU": 0.3464163822525597, + "TN": 227618, + "TP": 609, + "n_pred": 1706, + "n_ref": 661 + }, + "4": { + "Dice": 0.608058608058608, + "FN": 987, + "FP": 190, + "IoU": 0.4368421052631579, + "TN": 227286, + "TP": 913, + "n_pred": 1103, + "n_ref": 1900 + }, + "5": { + "Dice": 0.789202305125872, + "FN": 322, + "FP": 373, + "IoU": 0.6518036072144289, + "TN": 227380, + "TP": 1301, + "n_pred": 1674, + "n_ref": 1623 + }, + "6": { + "Dice": 0.96371650372901, + "FN": 567, + "FP": 1812, + "IoU": 0.929973802725694, + "TN": 195403, + "TP": 31594, + "n_pred": 33406, + "n_ref": 32161 + }, + "7": { + "Dice": 0.9133248815640221, + "FN": 6126, + "FP": 369, + "IoU": 0.8404764828687216, + "TN": 188661, + "TP": 34220, + "n_pred": 34589, + "n_ref": 40346 + }, + "8": { + "Dice": 0.8806461262339216, + "FN": 998, + "FP": 997, + "IoU": 0.7867450561197221, + "TN": 220021, + "TP": 7360, + "n_pred": 8357, + "n_ref": 8358 + }, + "9": { + "Dice": 0.0, + "FN": 6, + "FP": 0, + "IoU": 0.0, + "TN": 229370, + "TP": 0, + "n_pred": 0, + "n_ref": 6 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0103.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0103.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9498245281229252, + "FN": 31, + "FP": 498, + "IoU": 0.9044436416184971, + "TN": 256608, + "TP": 5007, + "n_pred": 5505, + "n_ref": 5038 + }, + "10": { + "Dice": 0.7109207708779444, + "FN": 5153, + "FP": 247, + "IoU": 0.5514950166112956, + "TN": 250104, + "TP": 6640, + "n_pred": 6887, + "n_ref": 11793 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5856172994719638, + "FN": 368, + "FP": 2928, + "IoU": 0.41404444444444444, + "TN": 256519, + "TP": 2329, + "n_pred": 5257, + "n_ref": 2697 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 282, + "IoU": 0.0, + "TN": 261862, + "TP": 0, + "n_pred": 282, + "n_ref": 0 + }, + "3": { + "Dice": 0.9774760551520892, + "FN": 492, + "FP": 364, + "IoU": 0.9559444158517756, + "TN": 242714, + "TP": 18574, + "n_pred": 18938, + "n_ref": 19066 + }, + "4": { + "Dice": 0.9816207731048466, + "FN": 207, + "FP": 74, + "IoU": 0.9639049454078356, + "TN": 254359, + "TP": 7504, + "n_pred": 7578, + "n_ref": 7711 + }, + "5": { + "Dice": 0.8086714399363564, + "FN": 55, + "FP": 907, + "IoU": 0.6787979966611019, + "TN": 259149, + "TP": 2033, + "n_pred": 2940, + "n_ref": 2088 + }, + "6": { + "Dice": 0.986317747077577, + "FN": 164, + "FP": 42, + "IoU": 0.9730048486436902, + "TN": 254513, + "TP": 7425, + "n_pred": 7467, + "n_ref": 7589 + }, + "7": { + "Dice": 0.8684699018827897, + "FN": 889, + "FP": 103, + "IoU": 0.7675181626435434, + "TN": 257877, + "TP": 3275, + "n_pred": 3378, + "n_ref": 4164 + }, + "8": { + "Dice": 0.9848781123712684, + "FN": 49, + "FP": 183, + "IoU": 0.9702067548478233, + "TN": 254357, + "TP": 7555, + "n_pred": 7738, + "n_ref": 7604 + }, + "9": { + "Dice": 0.9787697332607512, + "FN": 212, + "FP": 22, + "IoU": 0.9584221748400853, + "TN": 256516, + "TP": 5394, + "n_pred": 5416, + "n_ref": 5606 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0104.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0104.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5083572463982486, + "FN": 16322, + "FP": 297, + "IoU": 0.3408036174685653, + "TN": 236933, + "TP": 8592, + "n_pred": 8889, + "n_ref": 24914 + }, + "10": { + "Dice": 0.1944713870029098, + "FN": 1826, + "FP": 1496, + "IoU": 0.1077088369594413, + "TN": 258421, + "TP": 401, + "n_pred": 1897, + "n_ref": 2227 + }, + "11": { + "Dice": 0.7080536912751678, + "FN": 738, + "FP": 306, + "IoU": 0.548051948051948, + "TN": 259834, + "TP": 1266, + "n_pred": 1572, + "n_ref": 2004 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 262142, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "13": { + "Dice": 0.7303073478526358, + "FN": 2270, + "FP": 4355, + "IoU": 0.5751843539596024, + "TN": 246549, + "TP": 8970, + "n_pred": 13325, + "n_ref": 11240 + }, + "14": { + "Dice": 0.810989099392623, + "FN": 1703, + "FP": 2996, + "IoU": 0.6820703653585927, + "TN": 247364, + "TP": 10081, + "n_pred": 13077, + "n_ref": 11784 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 2528, + "IoU": 0.0, + "TN": 259616, + "TP": 0, + "n_pred": 2528, + "n_ref": 0 + }, + "2": { + "Dice": 0.006344171292624901, + "FN": 10, + "FP": 3749, + "IoU": 0.0031821797931583136, + "TN": 258373, + "TP": 12, + "n_pred": 3761, + "n_ref": 22 + }, + "3": { + "Dice": 0.6597719869706841, + "FN": 4163, + "FP": 15, + "IoU": 0.49228338801798516, + "TN": 253915, + "TP": 4051, + "n_pred": 4066, + "n_ref": 8214 + }, + "4": { + "Dice": 0.9019866578696577, + "FN": 110, + "FP": 1227, + "IoU": 0.8214714915208973, + "TN": 254655, + "TP": 6152, + "n_pred": 7379, + "n_ref": 6262 + }, + "5": { + "Dice": 0.6175290390707497, + "FN": 1566, + "FP": 245, + "IoU": 0.44668499847234955, + "TN": 258871, + "TP": 1462, + "n_pred": 1707, + "n_ref": 3028 + }, + "6": { + "Dice": 0.6972400542158805, + "FN": 1243, + "FP": 19084, + "IoU": 0.5352022500171495, + "TN": 218411, + "TP": 23406, + "n_pred": 42490, + "n_ref": 24649 + }, + "7": { + "Dice": 0.48554444744663605, + "FN": 6763, + "FP": 853, + "IoU": 0.3206066012488849, + "TN": 250934, + "TP": 3594, + "n_pred": 4447, + "n_ref": 10357 + }, + "8": { + "Dice": 0.9134640522875817, + "FN": 68, + "FP": 1256, + "IoU": 0.8407122232916265, + "TN": 253832, + "TP": 6988, + "n_pred": 8244, + "n_ref": 7056 + }, + "9": { + "Dice": 0.892734693877551, + "FN": 1064, + "FP": 907, + "IoU": 0.8062518431141257, + "TN": 251971, + "TP": 8202, + "n_pred": 9109, + "n_ref": 9266 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0138.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0138.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9683547571111455, + "FN": 598, + "FP": 15, + "IoU": 0.9386509207365893, + "TN": 301304, + "TP": 9379, + "n_pred": 9394, + "n_ref": 9977 + }, + "10": { + "Dice": 0.4981191843199366, + "FN": 14, + "FP": 2521, + "IoU": 0.3316635908252043, + "TN": 307503, + "TP": 1258, + "n_pred": 3779, + "n_ref": 1272 + }, + "11": { + "Dice": 0.8086927889364505, + "FN": 159, + "FP": 422, + "IoU": 0.6788280818131565, + "TN": 309487, + "TP": 1228, + "n_pred": 1650, + "n_ref": 1387 + }, + "12": { + "Dice": 0.8649819494584837, + "FN": 327, + "FP": 47, + "IoU": 0.7620865139949109, + "TN": 309724, + "TP": 1198, + "n_pred": 1245, + "n_ref": 1525 + }, + "13": { + "Dice": 0.7313746065057712, + "FN": 930, + "FP": 94, + "IoU": 0.576509511993383, + "TN": 308878, + "TP": 1394, + "n_pred": 1488, + "n_ref": 2324 + }, + "14": { + "Dice": 0.881850175967823, + "FN": 1622, + "FP": 23, + "IoU": 0.7886690647482014, + "TN": 303512, + "TP": 6139, + "n_pred": 6162, + "n_ref": 7761 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 154, + "IoU": 0.0, + "TN": 311142, + "TP": 0, + "n_pred": 154, + "n_ref": 0 + }, + "2": { + "Dice": 0.9176646706586826, + "FN": 723, + "FP": 47, + "IoU": 0.8478561549100968, + "TN": 306235, + "TP": 4291, + "n_pred": 4338, + "n_ref": 5014 + }, + "3": { + "Dice": 0.9786916816798161, + "FN": 264, + "FP": 79, + "IoU": 0.9582725060827251, + "TN": 303076, + "TP": 7877, + "n_pred": 7956, + "n_ref": 8141 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 311294, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "5": { + "Dice": 0.8897732531235539, + "FN": 595, + "FP": 596, + "IoU": 0.8014338112704235, + "TN": 305298, + "TP": 4807, + "n_pred": 5403, + "n_ref": 5402 + }, + "6": { + "Dice": 0.909063928295839, + "FN": 1664, + "FP": 1400, + "IoU": 0.8332879917296915, + "TN": 292917, + "TP": 15315, + "n_pred": 16715, + "n_ref": 16979 + }, + "7": { + "Dice": 0.8223467197235458, + "FN": 6438, + "FP": 348, + "IoU": 0.6982927263026854, + "TN": 288804, + "TP": 15706, + "n_pred": 16054, + "n_ref": 22144 + }, + "8": { + "Dice": 0.9748409759802525, + "FN": 217, + "FP": 313, + "IoU": 0.9509168364511946, + "TN": 300498, + "TP": 10268, + "n_pred": 10581, + "n_ref": 10485 + }, + "9": { + "Dice": 0.9601174602223355, + "FN": 548, + "FP": 783, + "IoU": 0.9232941447671739, + "TN": 293944, + "TP": 16021, + "n_pred": 16804, + "n_ref": 16569 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0158.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0158.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.784, + "FN": 25, + "FP": 2, + "IoU": 0.6447368421052632, + "TN": 262068, + "TP": 49, + "n_pred": 51, + "n_ref": 74 + }, + "10": { + "Dice": 0.0, + "FN": 9, + "FP": 0, + "IoU": 0.0, + "TN": 262135, + "TP": 0, + "n_pred": 0, + "n_ref": 9 + }, + "11": { + "Dice": 0.59391771019678, + "FN": 191, + "FP": 717, + "IoU": 0.4223918575063613, + "TN": 260572, + "TP": 664, + "n_pred": 1381, + "n_ref": 855 + }, + "12": { + "Dice": 0.7499013806706114, + "FN": 605, + "FP": 663, + "IoU": 0.5998737772167876, + "TN": 258975, + "TP": 1901, + "n_pred": 2564, + "n_ref": 2506 + }, + "13": { + "Dice": 0.0, + "FN": 4, + "FP": 8, + "IoU": 0.0, + "TN": 262132, + "TP": 0, + "n_pred": 8, + "n_ref": 4 + }, + "14": { + "Dice": 0.9192678130200191, + "FN": 533, + "FP": 1068, + "IoU": 0.8505972377752893, + "TN": 251428, + "TP": 9115, + "n_pred": 10183, + "n_ref": 9648 + }, + "15": { + "Dice": 0.8846370287000562, + "FN": 181, + "FP": 844, + "IoU": 0.79313824419778, + "TN": 257189, + "TP": 3930, + "n_pred": 4774, + "n_ref": 4111 + }, + "2": { + "Dice": 0.7844759891271519, + "FN": 475, + "FP": 6661, + "IoU": 0.6453809074193708, + "TN": 242021, + "TP": 12987, + "n_pred": 19648, + "n_ref": 13462 + }, + "3": { + "Dice": 0.7638567425995858, + "FN": 7662, + "FP": 92, + "IoU": 0.6179354520817936, + "TN": 241849, + "TP": 12541, + "n_pred": 12633, + "n_ref": 20203 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8077805704294613, + "FN": 124, + "FP": 1635, + "IoU": 0.6775435380384968, + "TN": 256689, + "TP": 3696, + "n_pred": 5331, + "n_ref": 3820 + }, + "6": { + "Dice": 0.8733868154865714, + "FN": 470, + "FP": 1345, + "IoU": 0.7752321981424148, + "TN": 254069, + "TP": 6260, + "n_pred": 7605, + "n_ref": 6730 + }, + "7": { + "Dice": 0.9, + "FN": 7, + "FP": 7, + "IoU": 0.8181818181818182, + "TN": 262067, + "TP": 63, + "n_pred": 70, + "n_ref": 70 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9772497772497772, + "FN": 129, + "FP": 254, + "IoU": 0.9555116738297131, + "TN": 253535, + "TP": 8226, + "n_pred": 8480, + "n_ref": 8355 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0166.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0166.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8116199907163856, + "FN": 1478, + "FP": 3392, + "IoU": 0.6829633487403164, + "TN": 230399, + "TP": 10491, + "n_pred": 13883, + "n_ref": 11969 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.029216467463479414, + "FN": 1461, + "FP": 1, + "IoU": 0.014824797843665768, + "TN": 244276, + "TP": 22, + "n_pred": 23, + "n_ref": 1483 + }, + "13": { + "Dice": 0.7112379399374915, + "FN": 6639, + "FP": 3986, + "IoU": 0.5518768452129903, + "TN": 222050, + "TP": 13085, + "n_pred": 17071, + "n_ref": 19724 + }, + "14": { + "Dice": 0.8174938641941641, + "FN": 3695, + "FP": 1659, + "IoU": 0.6913231478812338, + "TN": 228415, + "TP": 11991, + "n_pred": 13650, + "n_ref": 15686 + }, + "15": { + "Dice": 0.5714938328003655, + "FN": 1614, + "FP": 4014, + "IoU": 0.4000639590661976, + "TN": 236379, + "TP": 3753, + "n_pred": 7767, + "n_ref": 5367 + }, + "2": { + "Dice": 0.008830022075055188, + "FN": 10, + "FP": 439, + "IoU": 0.004434589800443459, + "TN": 245309, + "TP": 2, + "n_pred": 441, + "n_ref": 12 + }, + "3": { + "Dice": 0.9306662766035252, + "FN": 1334, + "FP": 562, + "IoU": 0.8703235072840435, + "TN": 231139, + "TP": 12725, + "n_pred": 13287, + "n_ref": 14059 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 245752, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6312937879495563, + "FN": 312, + "FP": 3635, + "IoU": 0.4612339612339612, + "TN": 238434, + "TP": 3379, + "n_pred": 7014, + "n_ref": 3691 + }, + "7": { + "Dice": 0.0, + "FN": 481, + "FP": 2551, + "IoU": 0.0, + "TN": 242728, + "TP": 0, + "n_pred": 2551, + "n_ref": 481 + }, + "8": { + "Dice": 0.910948905109489, + "FN": 28, + "FP": 33, + "IoU": 0.8364611260053619, + "TN": 245387, + "TP": 312, + "n_pred": 345, + "n_ref": 340 + }, + "9": { + "Dice": 0.7335066736002773, + "FN": 365, + "FP": 7322, + "IoU": 0.5791634731194569, + "TN": 227494, + "TP": 10579, + "n_pred": 17901, + "n_ref": 10944 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0173.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0173.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9868890097275089, + "FN": 190, + "FP": 27, + "IoU": 0.9741173664122137, + "TN": 253760, + "TP": 8167, + "n_pred": 8194, + "n_ref": 8357 + }, + "10": { + "Dice": 0.8016920473773266, + "FN": 107, + "FP": 1065, + "IoU": 0.669020050833098, + "TN": 258603, + "TP": 2369, + "n_pred": 3434, + "n_ref": 2476 + }, + "11": { + "Dice": 0.7063273727647867, + "FN": 391, + "FP": 463, + "IoU": 0.5459861775651249, + "TN": 260263, + "TP": 1027, + "n_pred": 1490, + "n_ref": 1418 + }, + "12": { + "Dice": 0.7674825174825175, + "FN": 201, + "FP": 65, + "IoU": 0.6226950354609929, + "TN": 261439, + "TP": 439, + "n_pred": 504, + "n_ref": 640 + }, + "13": { + "Dice": 0.7003110957483581, + "FN": 2351, + "FP": 250, + "IoU": 0.5388297872340425, + "TN": 256504, + "TP": 3039, + "n_pred": 3289, + "n_ref": 5390 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9750201450443191, + "FN": 39, + "FP": 54, + "IoU": 0.9512578616352201, + "TN": 260236, + "TP": 1815, + "n_pred": 1869, + "n_ref": 1854 + }, + "3": { + "Dice": 0.9907787431373594, + "FN": 65, + "FP": 108, + "IoU": 0.9817259955635365, + "TN": 252677, + "TP": 9294, + "n_pred": 9402, + "n_ref": 9359 + }, + "4": { + "Dice": 0.7181169937527607, + "FN": 367, + "FP": 4100, + "IoU": 0.5602047848774244, + "TN": 251987, + "TP": 5690, + "n_pred": 9790, + "n_ref": 6057 + }, + "5": { + "Dice": 0.9050154104791258, + "FN": 73, + "FP": 266, + "IoU": 0.8265097236438076, + "TN": 260190, + "TP": 1615, + "n_pred": 1881, + "n_ref": 1688 + }, + "6": { + "Dice": 0.930479016532429, + "FN": 975, + "FP": 337, + "IoU": 0.8699960364645264, + "TN": 252052, + "TP": 8780, + "n_pred": 9117, + "n_ref": 9755 + }, + "7": { + "Dice": 0.0, + "FN": 3636, + "FP": 0, + "IoU": 0.0, + "TN": 258508, + "TP": 0, + "n_pred": 0, + "n_ref": 3636 + }, + "8": { + "Dice": 0.8947368421052632, + "FN": 3, + "FP": 1, + "IoU": 0.8095238095238095, + "TN": 262123, + "TP": 17, + "n_pred": 18, + "n_ref": 20 + }, + "9": { + "Dice": 0.9602899464229436, + "FN": 386, + "FP": 622, + "IoU": 0.9236132161260988, + "TN": 248948, + "TP": 12188, + "n_pred": 12810, + "n_ref": 12574 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0184.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0184.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7353629976580797, + "FN": 361, + "FP": 91, + "IoU": 0.5814814814814815, + "TN": 261064, + "TP": 628, + "n_pred": 719, + "n_ref": 989 + }, + "10": { + "Dice": 0.45099540581929554, + "FN": 130, + "FP": 2738, + "IoU": 0.2911517548195749, + "TN": 258098, + "TP": 1178, + "n_pred": 3916, + "n_ref": 1308 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7952495871967484, + "FN": 522, + "FP": 2702, + "IoU": 0.6600948866631523, + "TN": 252659, + "TP": 6261, + "n_pred": 8963, + "n_ref": 6783 + }, + "14": { + "Dice": 0.9191361125062782, + "FN": 141, + "FP": 986, + "IoU": 0.8503717472118959, + "TN": 254612, + "TP": 6405, + "n_pred": 7391, + "n_ref": 6546 + }, + "15": { + "Dice": 0.6804928961012726, + "FN": 4717, + "FP": 28, + "IoU": 0.515717493365993, + "TN": 252346, + "TP": 5053, + "n_pred": 5081, + "n_ref": 9770 + }, + "2": { + "Dice": 0.9506622516556291, + "FN": 766, + "FP": 128, + "IoU": 0.9059640265067844, + "TN": 252637, + "TP": 8613, + "n_pred": 8741, + "n_ref": 9379 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 399, + "IoU": 0.0, + "TN": 261745, + "TP": 0, + "n_pred": 399, + "n_ref": 0 + }, + "4": { + "Dice": 0.6165749144472549, + "FN": 361, + "FP": 2216, + "IoU": 0.44568724456872444, + "TN": 257495, + "TP": 2072, + "n_pred": 4288, + "n_ref": 2433 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 262141, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "6": { + "Dice": 0.9576105827584618, + "FN": 2013, + "FP": 746, + "IoU": 0.9186687498157592, + "TN": 228221, + "TP": 31164, + "n_pred": 31910, + "n_ref": 33177 + }, + "7": { + "Dice": 0.8524639487653393, + "FN": 4005, + "FP": 2860, + "IoU": 0.7428646340549854, + "TN": 235446, + "TP": 19833, + "n_pred": 22693, + "n_ref": 23838 + }, + "8": { + "Dice": 0.9680326714547247, + "FN": 135, + "FP": 319, + "IoU": 0.9380458515283843, + "TN": 254816, + "TP": 6874, + "n_pred": 7193, + "n_ref": 7009 + }, + "9": { + "Dice": 0.9218785449595402, + "FN": 99, + "FP": 934, + "IoU": 0.8550785634118967, + "TN": 255016, + "TP": 6095, + "n_pred": 7029, + "n_ref": 6194 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0188.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0188.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6856892010535558, + "FN": 61, + "FP": 1371, + "IoU": 0.5217100868403474, + "TN": 275534, + "TP": 1562, + "n_pred": 2933, + "n_ref": 1623 + }, + "11": { + "Dice": 0.91, + "FN": 70, + "FP": 164, + "IoU": 0.8348623853211009, + "TN": 277111, + "TP": 1183, + "n_pred": 1347, + "n_ref": 1253 + }, + "12": { + "Dice": 0.8048452220726783, + "FN": 1196, + "FP": 109, + "IoU": 0.6734234234234234, + "TN": 274532, + "TP": 2691, + "n_pred": 2800, + "n_ref": 3887 + }, + "13": { + "Dice": 0.8637898184978441, + "FN": 3109, + "FP": 966, + "IoU": 0.7602377029889386, + "TN": 261532, + "TP": 12921, + "n_pred": 13887, + "n_ref": 16030 + }, + "14": { + "Dice": 0.9681509062374989, + "FN": 787, + "FP": 248, + "IoU": 0.93826792317786, + "TN": 261762, + "TP": 15731, + "n_pred": 15979, + "n_ref": 16518 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9500657030223391, + "FN": 53, + "FP": 23, + "IoU": 0.904881101376721, + "TN": 277729, + "TP": 723, + "n_pred": 746, + "n_ref": 776 + }, + "3": { + "Dice": 0.509090909090909, + "FN": 0, + "FP": 27, + "IoU": 0.34146341463414637, + "TN": 278487, + "TP": 14, + "n_pred": 41, + "n_ref": 14 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9699363457380633, + "FN": 674, + "FP": 1815, + "IoU": 0.9416275797373358, + "TN": 235888, + "TP": 40151, + "n_pred": 41966, + "n_ref": 40825 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 227, + "IoU": 0.0, + "TN": 278301, + "TP": 0, + "n_pred": 227, + "n_ref": 0 + }, + "8": { + "Dice": 0.9564782391195598, + "FN": 92, + "FP": 82, + "IoU": 0.9165867689357622, + "TN": 276442, + "TP": 1912, + "n_pred": 1994, + "n_ref": 2004 + }, + "9": { + "Dice": 0.8760623752863794, + "FN": 1366, + "FP": 311, + "IoU": 0.779458179905313, + "TN": 270924, + "TP": 5927, + "n_pred": 6238, + "n_ref": 7293 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0195.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0195.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9191117247727534, + "FN": 128, + "FP": 575, + "IoU": 0.8503299978709815, + "TN": 273831, + "TP": 3994, + "n_pred": 4569, + "n_ref": 4122 + }, + "10": { + "Dice": 0.8862563806221708, + "FN": 2040, + "FP": 322, + "IoU": 0.7957454168107921, + "TN": 266964, + "TP": 9202, + "n_pred": 9524, + "n_ref": 11242 + }, + "11": { + "Dice": 0.7284768211920529, + "FN": 64, + "FP": 18, + "IoU": 0.5729166666666666, + "TN": 278336, + "TP": 110, + "n_pred": 128, + "n_ref": 174 + }, + "12": { + "Dice": 0.0, + "FN": 108, + "FP": 7, + "IoU": 0.0, + "TN": 278413, + "TP": 0, + "n_pred": 7, + "n_ref": 108 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9454200976462872, + "FN": 1215, + "FP": 283, + "IoU": 0.896489773355445, + "TN": 264056, + "TP": 12974, + "n_pred": 13257, + "n_ref": 14189 + }, + "15": { + "Dice": 0.6302083333333334, + "FN": 540, + "FP": 28, + "IoU": 0.4600760456273764, + "TN": 277476, + "TP": 484, + "n_pred": 512, + "n_ref": 1024 + }, + "2": { + "Dice": 0.8472637366692498, + "FN": 4110, + "FP": 29, + "IoU": 0.7350022408604904, + "TN": 262909, + "TP": 11480, + "n_pred": 11509, + "n_ref": 15590 + }, + "3": { + "Dice": 0.9136566558441559, + "FN": 134, + "FP": 1568, + "IoU": 0.8410385728962361, + "TN": 267821, + "TP": 9005, + "n_pred": 10573, + "n_ref": 9139 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1464, + "IoU": 0.0, + "TN": 277064, + "TP": 0, + "n_pred": 1464, + "n_ref": 0 + }, + "5": { + "Dice": 0.8989247311827957, + "FN": 21, + "FP": 26, + "IoU": 0.81640625, + "TN": 278272, + "TP": 209, + "n_pred": 235, + "n_ref": 230 + }, + "6": { + "Dice": 0.35594202898550725, + "FN": 23244, + "FP": 87, + "IoU": 0.2165021156558533, + "TN": 248750, + "TP": 6447, + "n_pred": 6534, + "n_ref": 29691 + }, + "7": { + "Dice": 0.957863960787686, + "FN": 827, + "FP": 153, + "IoU": 0.9191352421816982, + "TN": 266409, + "TP": 11139, + "n_pred": 11292, + "n_ref": 11966 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7700451502413203, + "FN": 311, + "FP": 1166, + "IoU": 0.6260759493670887, + "TN": 274578, + "TP": 2473, + "n_pred": 3639, + "n_ref": 2784 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0197.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0197.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9613332358745705, + "FN": 371, + "FP": 158, + "IoU": 0.9255453905700212, + "TN": 271423, + "TP": 6576, + "n_pred": 6734, + "n_ref": 6947 + }, + "10": { + "Dice": 0.23819869642504443, + "FN": 3857, + "FP": 0, + "IoU": 0.1352017937219731, + "TN": 274068, + "TP": 603, + "n_pred": 603, + "n_ref": 4460 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 971, + "IoU": 0.0, + "TN": 277557, + "TP": 0, + "n_pred": 971, + "n_ref": 0 + }, + "12": { + "Dice": 0.5974625144175317, + "FN": 938, + "FP": 109, + "IoU": 0.42598684210526316, + "TN": 276704, + "TP": 777, + "n_pred": 886, + "n_ref": 1715 + }, + "13": { + "Dice": 0.5209628708473975, + "FN": 7246, + "FP": 3540, + "IoU": 0.3522310972313975, + "TN": 261877, + "TP": 5865, + "n_pred": 9405, + "n_ref": 13111 + }, + "14": { + "Dice": 0.2980375695246091, + "FN": 141, + "FP": 6548, + "IoU": 0.17511407078554692, + "TN": 270419, + "TP": 1420, + "n_pred": 7968, + "n_ref": 1561 + }, + "15": { + "Dice": 0.6175385999100584, + "FN": 9214, + "FP": 3543, + "IoU": 0.4466950034698126, + "TN": 255472, + "TP": 10299, + "n_pred": 13842, + "n_ref": 19513 + }, + "2": { + "Dice": 0.004425891465070664, + "FN": 0, + "FP": 19795, + "IoU": 0.0022178537224658503, + "TN": 258689, + "TP": 44, + "n_pred": 19839, + "n_ref": 44 + }, + "3": { + "Dice": 0.19868366927190456, + "FN": 19391, + "FP": 89, + "IoU": 0.11029915505823247, + "TN": 256633, + "TP": 2415, + "n_pred": 2504, + "n_ref": 21806 + }, + "4": { + "Dice": 0.36292300147130946, + "FN": 384, + "FP": 4812, + "IoU": 0.22168963451168364, + "TN": 271852, + "TP": 1480, + "n_pred": 6292, + "n_ref": 1864 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.86685362287577, + "FN": 468, + "FP": 5087, + "IoU": 0.7649970386665539, + "TN": 254890, + "TP": 18083, + "n_pred": 23170, + "n_ref": 18551 + }, + "7": { + "Dice": 0.7338600215779766, + "FN": 6682, + "FP": 965, + "IoU": 0.5796041781198461, + "TN": 260338, + "TP": 10543, + "n_pred": 11508, + "n_ref": 17225 + }, + "8": { + "Dice": 0.0037982696771470775, + "FN": 0, + "FP": 4721, + "IoU": 0.0019027484143763213, + "TN": 273798, + "TP": 9, + "n_pred": 4730, + "n_ref": 9 + }, + "9": { + "Dice": 0.68, + "FN": 41, + "FP": 7, + "IoU": 0.5151515151515151, + "TN": 278429, + "TP": 51, + "n_pred": 58, + "n_ref": 92 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0212.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0212.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9811843929490989, + "FN": 270, + "FP": 1060, + "IoU": 0.9630637636080871, + "TN": 242520, + "TP": 34678, + "n_pred": 35738, + "n_ref": 34948 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.7942225998300765, + "FN": 760, + "FP": 451, + "IoU": 0.6586809470124013, + "TN": 274980, + "TP": 2337, + "n_pred": 2788, + "n_ref": 3097 + }, + "12": { + "Dice": 0.8967117988394584, + "FN": 243, + "FP": 291, + "IoU": 0.8127629733520336, + "TN": 275676, + "TP": 2318, + "n_pred": 2609, + "n_ref": 2561 + }, + "13": { + "Dice": 0.0, + "FN": 12, + "FP": 0, + "IoU": 0.0, + "TN": 278516, + "TP": 0, + "n_pred": 0, + "n_ref": 12 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.97175550405562, + "FN": 567, + "FP": 213, + "IoU": 0.9450626848851951, + "TN": 264330, + "TP": 13418, + "n_pred": 13631, + "n_ref": 13985 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8109552438209753, + "FN": 971, + "FP": 161, + "IoU": 0.6820224719101123, + "TN": 274968, + "TP": 2428, + "n_pred": 2589, + "n_ref": 3399 + }, + "6": { + "Dice": 0.9136945038634479, + "FN": 296, + "FP": 1681, + "IoU": 0.8411027166050474, + "TN": 266086, + "TP": 10465, + "n_pred": 12146, + "n_ref": 10761 + }, + "7": { + "Dice": 0.9482288828337875, + "FN": 226, + "FP": 40, + "IoU": 0.9015544041450777, + "TN": 275826, + "TP": 2436, + "n_pred": 2476, + "n_ref": 2662 + }, + "8": { + "Dice": 0.9419494584837546, + "FN": 939, + "FP": 669, + "IoU": 0.890268868568309, + "TN": 263874, + "TP": 13046, + "n_pred": 13715, + "n_ref": 13985 + }, + "9": { + "Dice": 0.9354838709677419, + "FN": 454, + "FP": 302, + "IoU": 0.8787878787878788, + "TN": 272291, + "TP": 5481, + "n_pred": 5783, + "n_ref": 5935 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0217.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0217.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 240, + "IoU": 0.0, + "TN": 261904, + "TP": 0, + "n_pred": 240, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 273, + "IoU": 0.0, + "TN": 261871, + "TP": 0, + "n_pred": 273, + "n_ref": 0 + }, + "11": { + "Dice": 0.8310030395136778, + "FN": 245, + "FP": 311, + "IoU": 0.7108684347373895, + "TN": 260221, + "TP": 1367, + "n_pred": 1678, + "n_ref": 1612 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9218537909637387, + "FN": 843, + "FP": 769, + "IoU": 0.8550359712230216, + "TN": 251024, + "TP": 9508, + "n_pred": 10277, + "n_ref": 10351 + }, + "14": { + "Dice": 0.7841882190121962, + "FN": 549, + "FP": 1946, + "IoU": 0.6449914627205464, + "TN": 255116, + "TP": 4533, + "n_pred": 6479, + "n_ref": 5082 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.34401233510364915, + "FN": 7580, + "FP": 78, + "IoU": 0.20773846472170496, + "TN": 252478, + "TP": 2008, + "n_pred": 2086, + "n_ref": 9588 + }, + "3": { + "Dice": 0.6027751889820855, + "FN": 146, + "FP": 7526, + "IoU": 0.43140887867783295, + "TN": 248651, + "TP": 5821, + "n_pred": 13347, + "n_ref": 5967 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8478749598544053, + "FN": 1052, + "FP": 369, + "IoU": 0.7359226909496376, + "TN": 256763, + "TP": 3960, + "n_pred": 4329, + "n_ref": 5012 + }, + "6": { + "Dice": 0.8445212507425609, + "FN": 203, + "FP": 2676, + "IoU": 0.7308842774350346, + "TN": 251446, + "TP": 7819, + "n_pred": 10495, + "n_ref": 8022 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9456045947528369, + "FN": 666, + "FP": 1285, + "IoU": 0.8968216193347084, + "TN": 243235, + "TP": 16958, + "n_pred": 18243, + "n_ref": 17624 + }, + "9": { + "Dice": 0.9387397112400486, + "FN": 93, + "FP": 815, + "IoU": 0.8845518118245391, + "TN": 254279, + "TP": 6957, + "n_pred": 7772, + "n_ref": 7050 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0224.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0224.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7237541108019226, + "FN": 2062, + "FP": 122, + "IoU": 0.5670961347869178, + "TN": 240715, + "TP": 2861, + "n_pred": 2983, + "n_ref": 4923 + }, + "11": { + "Dice": 0.8717030283295344, + "FN": 375, + "FP": 413, + "IoU": 0.7725829725829726, + "TN": 242295, + "TP": 2677, + "n_pred": 3090, + "n_ref": 3052 + }, + "12": { + "Dice": 0.8461538461538461, + "FN": 49, + "FP": 31, + "IoU": 0.7333333333333333, + "TN": 245460, + "TP": 220, + "n_pred": 251, + "n_ref": 269 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.41894763154605674, + "FN": 1043, + "FP": 3606, + "IoU": 0.2649802371541502, + "TN": 239435, + "TP": 1676, + "n_pred": 5282, + "n_ref": 2719 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 2353, + "IoU": 0.0, + "TN": 243407, + "TP": 0, + "n_pred": 2353, + "n_ref": 0 + }, + "2": { + "Dice": 0.08887256702166728, + "FN": 2481, + "FP": 0, + "IoU": 0.04650269023827825, + "TN": 243158, + "TP": 121, + "n_pred": 121, + "n_ref": 2602 + }, + "3": { + "Dice": 0.8724155320221886, + "FN": 386, + "FP": 2650, + "IoU": 0.7737030411449016, + "TN": 232344, + "TP": 10380, + "n_pred": 13030, + "n_ref": 10766 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8298911002628614, + "FN": 864, + "FP": 42, + "IoU": 0.7092426187419769, + "TN": 242644, + "TP": 2210, + "n_pred": 2252, + "n_ref": 3074 + }, + "6": { + "Dice": 0.882540335011818, + "FN": 1497, + "FP": 1932, + "IoU": 0.7897737723009012, + "TN": 229449, + "TP": 12882, + "n_pred": 14814, + "n_ref": 14379 + }, + "7": { + "Dice": 0.9690063239621814, + "FN": 1197, + "FP": 783, + "IoU": 0.9398761083444674, + "TN": 212828, + "TP": 30952, + "n_pred": 31735, + "n_ref": 32149 + }, + "8": { + "Dice": 0.0, + "FN": 56, + "FP": 3, + "IoU": 0.0, + "TN": 245701, + "TP": 0, + "n_pred": 3, + "n_ref": 56 + }, + "9": { + "Dice": 0.884204362465232, + "FN": 980, + "FP": 602, + "IoU": 0.7924429283652584, + "TN": 238138, + "TP": 6040, + "n_pred": 6642, + "n_ref": 7020 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0237.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0237.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8925224708357239, + "FN": 233, + "FP": 891, + "IoU": 0.8059057157658436, + "TN": 272737, + "TP": 4667, + "n_pred": 5558, + "n_ref": 4900 + }, + "10": { + "Dice": 0.8903127628048536, + "FN": 1644, + "FP": 1095, + "IoU": 0.8023096355106459, + "TN": 264673, + "TP": 11116, + "n_pred": 12211, + "n_ref": 12760 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.45314823996033715, + "FN": 4411, + "FP": 1, + "IoU": 0.29294871794871796, + "TN": 272288, + "TP": 1828, + "n_pred": 1829, + "n_ref": 6239 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9607601363603394, + "FN": 409, + "FP": 132, + "IoU": 0.9244835287548855, + "TN": 271364, + "TP": 6623, + "n_pred": 6755, + "n_ref": 7032 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7776331959806261, + "FN": 5289, + "FP": 863, + "IoU": 0.6361700869359512, + "TN": 261619, + "TP": 10757, + "n_pred": 11620, + "n_ref": 16046 + }, + "6": { + "Dice": 0.9782549972987574, + "FN": 56, + "FP": 588, + "IoU": 0.9574355584930602, + "TN": 263398, + "TP": 14486, + "n_pred": 15074, + "n_ref": 14542 + }, + "7": { + "Dice": 0.03970678069639585, + "FN": 2729, + "FP": 415, + "IoU": 0.020255531318167652, + "TN": 275319, + "TP": 65, + "n_pred": 480, + "n_ref": 2794 + }, + "8": { + "Dice": 0.9401849948612538, + "FN": 199, + "FP": 92, + "IoU": 0.887121799844841, + "TN": 275950, + "TP": 2287, + "n_pred": 2379, + "n_ref": 2486 + }, + "9": { + "Dice": 0.9355243876910194, + "FN": 772, + "FP": 460, + "IoU": 0.8788593903638151, + "TN": 268358, + "TP": 8938, + "n_pred": 9398, + "n_ref": 9710 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0242.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0242.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 294906, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 3717, + "IoU": 0.0, + "TN": 291195, + "TP": 0, + "n_pred": 3717, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 294912, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 294912, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.777435064935065, + "FN": 1509, + "FP": 1233, + "IoU": 0.6359049263046076, + "TN": 287381, + "TP": 4789, + "n_pred": 6022, + "n_ref": 6298 + }, + "14": { + "Dice": 0.9405072292012325, + "FN": 1372, + "FP": 134, + "IoU": 0.8876957494407158, + "TN": 281502, + "TP": 11904, + "n_pred": 12038, + "n_ref": 13276 + }, + "15": { + "Dice": 0.9508486432752844, + "FN": 227, + "FP": 1108, + "IoU": 0.9063026389668726, + "TN": 280664, + "TP": 12913, + "n_pred": 14021, + "n_ref": 13140 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 294912, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9364804931218522, + "FN": 592, + "FP": 253, + "IoU": 0.8805484874187164, + "TN": 287838, + "TP": 6229, + "n_pred": 6482, + "n_ref": 6821 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1550, + "IoU": 0.0, + "TN": 293362, + "TP": 0, + "n_pred": 1550, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 294912, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8404840484048405, + "FN": 1093, + "FP": 3982, + "IoU": 0.7248576850094877, + "TN": 276467, + "TP": 13370, + "n_pred": 17352, + "n_ref": 14463 + }, + "7": { + "Dice": 0.5745341614906833, + "FN": 4438, + "FP": 220, + "IoU": 0.40305010893246185, + "TN": 287109, + "TP": 3145, + "n_pred": 3365, + "n_ref": 7583 + }, + "8": { + "Dice": 0.894851055434997, + "FN": 278, + "FP": 255, + "IoU": 0.8097108175651553, + "TN": 292111, + "TP": 2268, + "n_pred": 2523, + "n_ref": 2546 + }, + "9": { + "Dice": 0.8000429437973052, + "FN": 321, + "FP": 3404, + "IoU": 0.6667263129641228, + "TN": 283735, + "TP": 7452, + "n_pred": 10856, + "n_ref": 7773 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0245.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0245.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 9, + "IoU": 0.0, + "TN": 278519, + "TP": 0, + "n_pred": 9, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.7703004718152471, + "FN": 382, + "FP": 543, + "IoU": 0.6264135702746365, + "TN": 276052, + "TP": 1551, + "n_pred": 2094, + "n_ref": 1933 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6777777777777778, + "FN": 0, + "FP": 116, + "IoU": 0.5126050420168067, + "TN": 278290, + "TP": 122, + "n_pred": 238, + "n_ref": 122 + }, + "14": { + "Dice": 0.8283381825372165, + "FN": 2007, + "FP": 4070, + "IoU": 0.7069771927286754, + "TN": 257789, + "TP": 14662, + "n_pred": 18732, + "n_ref": 16669 + }, + "15": { + "Dice": 0.8572410632447296, + "FN": 1154, + "FP": 92, + "IoU": 0.7501503910166433, + "TN": 273541, + "TP": 3741, + "n_pred": 3833, + "n_ref": 4895 + }, + "2": { + "Dice": 0.7514485439796643, + "FN": 6114, + "FP": 535, + "IoU": 0.6018562874251497, + "TN": 261828, + "TP": 10051, + "n_pred": 10586, + "n_ref": 16165 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 5658, + "IoU": 0.0, + "TN": 272870, + "TP": 0, + "n_pred": 5658, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6206896551724138, + "FN": 10, + "FP": 78, + "IoU": 0.45, + "TN": 278368, + "TP": 72, + "n_pred": 150, + "n_ref": 82 + }, + "6": { + "Dice": 0.9185860843878488, + "FN": 1324, + "FP": 6834, + "IoU": 0.8494306122072314, + "TN": 224347, + "TP": 46023, + "n_pred": 52857, + "n_ref": 47347 + }, + "7": { + "Dice": 0.04011432582861154, + "FN": 18981, + "FP": 162, + "IoU": 0.020467686639717545, + "TN": 258985, + "TP": 400, + "n_pred": 562, + "n_ref": 19381 + }, + "8": { + "Dice": 0.9786336295897298, + "FN": 236, + "FP": 240, + "IoU": 0.958161202425947, + "TN": 267151, + "TP": 10901, + "n_pred": 11141, + "n_ref": 11137 + }, + "9": { + "Dice": 0.8286168521462639, + "FN": 115, + "FP": 2580, + "IoU": 0.7073832790445168, + "TN": 269318, + "TP": 6515, + "n_pred": 9095, + "n_ref": 6630 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0264.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0264.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.027958993476234855, + "FN": 1043, + "FP": 0, + "IoU": 0.014177693761814745, + "TN": 244702, + "TP": 15, + "n_pred": 15, + "n_ref": 1058 + }, + "10": { + "Dice": 0.8846976472875754, + "FN": 596, + "FP": 590, + "IoU": 0.7932357043235704, + "TN": 240024, + "TP": 4550, + "n_pred": 5140, + "n_ref": 5146 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 181, + "FP": 209, + "IoU": 0.0, + "TN": 245370, + "TP": 0, + "n_pred": 209, + "n_ref": 181 + }, + "14": { + "Dice": 0.8823457841586567, + "FN": 174, + "FP": 4661, + "IoU": 0.7894622251251905, + "TN": 222795, + "TP": 18130, + "n_pred": 22791, + "n_ref": 18304 + }, + "15": { + "Dice": 0.11725490196078431, + "FN": 103, + "FP": 4399, + "IoU": 0.062278691939179336, + "TN": 240959, + "TP": 299, + "n_pred": 4698, + "n_ref": 402 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.887462100945247, + "FN": 574, + "FP": 57, + "IoU": 0.7976915678101956, + "TN": 242641, + "TP": 2488, + "n_pred": 2545, + "n_ref": 3062 + }, + "4": { + "Dice": 0.963006894506635, + "FN": 359, + "FP": 140, + "IoU": 0.9286531312553618, + "TN": 238766, + "TP": 6495, + "n_pred": 6635, + "n_ref": 6854 + }, + "5": { + "Dice": 0.0, + "FN": 3370, + "FP": 0, + "IoU": 0.0, + "TN": 242390, + "TP": 0, + "n_pred": 0, + "n_ref": 3370 + }, + "6": { + "Dice": 0.8899754180285799, + "FN": 93, + "FP": 3980, + "IoU": 0.8017619001265454, + "TN": 225214, + "TP": 16473, + "n_pred": 20453, + "n_ref": 16566 + }, + "7": { + "Dice": 0.9641682351492551, + "FN": 1419, + "FP": 618, + "IoU": 0.9308154739666474, + "TN": 216317, + "TP": 27406, + "n_pred": 28024, + "n_ref": 28825 + }, + "8": { + "Dice": 0.9543540508674415, + "FN": 93, + "FP": 449, + "IoU": 0.9126932989690721, + "TN": 239552, + "TP": 5666, + "n_pred": 6115, + "n_ref": 5759 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 465, + "IoU": 0.0, + "TN": 245295, + "TP": 0, + "n_pred": 465, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0281.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0281.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7598773006134969, + "FN": 7688, + "FP": 140, + "IoU": 0.6127436430196893, + "TN": 258314, + "TP": 12386, + "n_pred": 12526, + "n_ref": 20074 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 3625, + "FP": 0, + "IoU": 0.0, + "TN": 274903, + "TP": 0, + "n_pred": 0, + "n_ref": 3625 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.916754478398314, + "FN": 577, + "FP": 134, + "IoU": 0.8463035019455253, + "TN": 273902, + "TP": 3915, + "n_pred": 4049, + "n_ref": 4492 + }, + "14": { + "Dice": 0.9444657219456147, + "FN": 612, + "FP": 113, + "IoU": 0.8947750362844702, + "TN": 271638, + "TP": 6165, + "n_pred": 6278, + "n_ref": 6777 + }, + "15": { + "Dice": 0.89789200481104, + "FN": 307, + "FP": 1306, + "IoU": 0.814704192992533, + "TN": 269823, + "TP": 7092, + "n_pred": 8398, + "n_ref": 7399 + }, + "2": { + "Dice": 0.0, + "FN": 3515, + "FP": 1546, + "IoU": 0.0, + "TN": 273467, + "TP": 0, + "n_pred": 1546, + "n_ref": 3515 + }, + "3": { + "Dice": 0.13663413472982625, + "FN": 92, + "FP": 3535, + "IoU": 0.07332652018395504, + "TN": 274614, + "TP": 287, + "n_pred": 3822, + "n_ref": 379 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7964772923501986, + "FN": 5792, + "FP": 101, + "IoU": 0.6617883379247016, + "TN": 261104, + "TP": 11531, + "n_pred": 11632, + "n_ref": 17323 + }, + "6": { + "Dice": 0.7968879163627522, + "FN": 170, + "FP": 8184, + "IoU": 0.6623555088513459, + "TN": 253786, + "TP": 16388, + "n_pred": 24572, + "n_ref": 16558 + }, + "7": { + "Dice": 0.7638439581351094, + "FN": 1179, + "FP": 3785, + "IoU": 0.6179187192118226, + "TN": 265536, + "TP": 8028, + "n_pred": 11813, + "n_ref": 9207 + }, + "8": { + "Dice": 0.9552175749894382, + "FN": 72, + "FP": 140, + "IoU": 0.9142741609381319, + "TN": 276055, + "TP": 2261, + "n_pred": 2401, + "n_ref": 2333 + }, + "9": { + "Dice": 0.005934718100890208, + "FN": 3, + "FP": 332, + "IoU": 0.002976190476190476, + "TN": 278192, + "TP": 1, + "n_pred": 333, + "n_ref": 4 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0294.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0294.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.972600163019625, + "FN": 316, + "FP": 121, + "IoU": 0.9466617844501404, + "TN": 237567, + "TP": 7756, + "n_pred": 7877, + "n_ref": 8072 + }, + "10": { + "Dice": 0.8794490658666303, + "FN": 927, + "FP": 841, + "IoU": 0.7848363149567968, + "TN": 237543, + "TP": 6449, + "n_pred": 7290, + "n_ref": 7376 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.855681091451716, + "FN": 339, + "FP": 338, + "IoU": 0.7477645305514158, + "TN": 243076, + "TP": 2007, + "n_pred": 2345, + "n_ref": 2346 + }, + "13": { + "Dice": 0.8573272038067586, + "FN": 817, + "FP": 952, + "IoU": 0.7502823263692829, + "TN": 238676, + "TP": 5315, + "n_pred": 6267, + "n_ref": 6132 + }, + "14": { + "Dice": 0.9370327774583094, + "FN": 173, + "FP": 703, + "IoU": 0.8815255612658912, + "TN": 238366, + "TP": 6518, + "n_pred": 7221, + "n_ref": 6691 + }, + "15": { + "Dice": 0.7372737273727372, + "FN": 2627, + "FP": 0, + "IoU": 0.5838745445905275, + "TN": 239447, + "TP": 3686, + "n_pred": 3686, + "n_ref": 6313 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9072978303747534, + "FN": 29, + "FP": 18, + "IoU": 0.8303249097472925, + "TN": 245483, + "TP": 230, + "n_pred": 248, + "n_ref": 259 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9194896991638651, + "FN": 704, + "FP": 1164, + "IoU": 0.8509772636617471, + "TN": 233225, + "TP": 10667, + "n_pred": 11831, + "n_ref": 11371 + }, + "7": { + "Dice": 0.9513728084684089, + "FN": 622, + "FP": 407, + "IoU": 0.9072555205047319, + "TN": 234665, + "TP": 10066, + "n_pred": 10473, + "n_ref": 10688 + }, + "8": { + "Dice": 0.9011164274322169, + "FN": 27, + "FP": 97, + "IoU": 0.8200290275761973, + "TN": 245071, + "TP": 565, + "n_pred": 662, + "n_ref": 592 + }, + "9": { + "Dice": 0.9194120628484541, + "FN": 659, + "FP": 931, + "IoU": 0.850844277673546, + "TN": 235100, + "TP": 9070, + "n_pred": 10001, + "n_ref": 9729 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0332.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0332.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9442412009587485, + "FN": 454, + "FP": 430, + "IoU": 0.894372087465647, + "TN": 270159, + "TP": 7485, + "n_pred": 7915, + "n_ref": 7939 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.7949662369551872, + "FN": 894, + "FP": 442, + "IoU": 0.6597045338767193, + "TN": 274602, + "TP": 2590, + "n_pred": 3032, + "n_ref": 3484 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5118625070054176, + "FN": 2536, + "FP": 77, + "IoU": 0.34396183781069545, + "TN": 274545, + "TP": 1370, + "n_pred": 1447, + "n_ref": 3906 + }, + "14": { + "Dice": 0.9281748375664501, + "FN": 1216, + "FP": 0, + "IoU": 0.8659759726661523, + "TN": 269455, + "TP": 7857, + "n_pred": 7857, + "n_ref": 9073 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9302412219428146, + "FN": 1100, + "FP": 398, + "IoU": 0.8695803586975448, + "TN": 267042, + "TP": 9988, + "n_pred": 10386, + "n_ref": 11088 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 32, + "IoU": 0.0, + "TN": 278496, + "TP": 0, + "n_pred": 32, + "n_ref": 0 + }, + "4": { + "Dice": 0.7981179560126929, + "FN": 763, + "FP": 2927, + "IoU": 0.6640568099053168, + "TN": 267544, + "TP": 7294, + "n_pred": 10221, + "n_ref": 8057 + }, + "5": { + "Dice": 0.4588235294117647, + "FN": 92, + "FP": 0, + "IoU": 0.29770992366412213, + "TN": 278397, + "TP": 39, + "n_pred": 39, + "n_ref": 131 + }, + "6": { + "Dice": 0.9446308724832215, + "FN": 617, + "FP": 1759, + "IoU": 0.8950715421303657, + "TN": 255884, + "TP": 20268, + "n_pred": 22027, + "n_ref": 20885 + }, + "7": { + "Dice": 0.4169381107491857, + "FN": 497, + "FP": 40, + "IoU": 0.26337448559670784, + "TN": 277799, + "TP": 192, + "n_pred": 232, + "n_ref": 689 + }, + "8": { + "Dice": 0.9085659287776708, + "FN": 33, + "FP": 62, + "IoU": 0.8324514991181657, + "TN": 277961, + "TP": 472, + "n_pred": 534, + "n_ref": 505 + }, + "9": { + "Dice": 0.9634538152610441, + "FN": 125, + "FP": 57, + "IoU": 0.92948469585432, + "TN": 275947, + "TP": 2399, + "n_pred": 2456, + "n_ref": 2524 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0336.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0336.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3785011355034065, + "FN": 30, + "FP": 791, + "IoU": 0.2334267040149393, + "TN": 261073, + "TP": 250, + "n_pred": 1041, + "n_ref": 280 + }, + "10": { + "Dice": 0.0, + "FN": 5632, + "FP": 8, + "IoU": 0.0, + "TN": 256504, + "TP": 0, + "n_pred": 8, + "n_ref": 5632 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.3328798185941043, + "FN": 1228, + "FP": 1714, + "IoU": 0.19967355821545157, + "TN": 258468, + "TP": 734, + "n_pred": 2448, + "n_ref": 1962 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9375823649215287, + "FN": 648, + "FP": 1957, + "IoU": 0.8824988723500226, + "TN": 239974, + "TP": 19565, + "n_pred": 21522, + "n_ref": 20213 + }, + "15": { + "Dice": 0.8758716875871687, + "FN": 28, + "FP": 150, + "IoU": 0.7791563275434243, + "TN": 261338, + "TP": 628, + "n_pred": 778, + "n_ref": 656 + }, + "2": { + "Dice": 0.9785885335962812, + "FN": 71, + "FP": 233, + "IoU": 0.9580747483105778, + "TN": 254893, + "TP": 6947, + "n_pred": 7180, + "n_ref": 7018 + }, + "3": { + "Dice": 0.938167581599217, + "FN": 454, + "FP": 999, + "IoU": 0.8835363898685477, + "TN": 249668, + "TP": 11023, + "n_pred": 12022, + "n_ref": 11477 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 685, + "IoU": 0.0, + "TN": 261459, + "TP": 0, + "n_pred": 685, + "n_ref": 0 + }, + "5": { + "Dice": 0.8325738644715567, + "FN": 867, + "FP": 272, + "IoU": 0.7131704860236716, + "TN": 258173, + "TP": 2832, + "n_pred": 3104, + "n_ref": 3699 + }, + "6": { + "Dice": 0.9263875517160626, + "FN": 2135, + "FP": 694, + "IoU": 0.8628696073679109, + "TN": 241514, + "TP": 17801, + "n_pred": 18495, + "n_ref": 19936 + }, + "7": { + "Dice": 0.6116322701688556, + "FN": 1092, + "FP": 4290, + "IoU": 0.44054054054054054, + "TN": 252524, + "TP": 4238, + "n_pred": 8528, + "n_ref": 5330 + }, + "8": { + "Dice": 0.9208504289444237, + "FN": 768, + "FP": 293, + "IoU": 0.8533112124982718, + "TN": 254911, + "TP": 6172, + "n_pred": 6465, + "n_ref": 6940 + }, + "9": { + "Dice": 0.8790429042904291, + "FN": 490, + "FP": 976, + "IoU": 0.7841896069483292, + "TN": 255351, + "TP": 5327, + "n_pred": 6303, + "n_ref": 5817 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0388.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0388.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8689883913764511, + "FN": 375, + "FP": 178, + "IoU": 0.7683284457478006, + "TN": 308909, + "TP": 1834, + "n_pred": 2012, + "n_ref": 2209 + }, + "10": { + "Dice": 0.8696050222338477, + "FN": 925, + "FP": 1069, + "IoU": 0.7692930695360407, + "TN": 302653, + "TP": 6649, + "n_pred": 7718, + "n_ref": 7574 + }, + "11": { + "Dice": 0.7320897539875642, + "FN": 63, + "FP": 928, + "IoU": 0.5773987206823028, + "TN": 308951, + "TP": 1354, + "n_pred": 2282, + "n_ref": 1417 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 311296, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.14645308924485126, + "FN": 31, + "FP": 342, + "IoU": 0.07901234567901234, + "TN": 310891, + "TP": 32, + "n_pred": 374, + "n_ref": 63 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 311291, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 311296, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7466282571690455, + "FN": 3710, + "FP": 160, + "IoU": 0.5956957793564563, + "TN": 301724, + "TP": 5702, + "n_pred": 5862, + "n_ref": 9412 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2925, + "IoU": 0.0, + "TN": 308371, + "TP": 0, + "n_pred": 2925, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 311296, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6515184303541802, + "FN": 1296, + "FP": 3535, + "IoU": 0.4831496736920937, + "TN": 301949, + "TP": 4516, + "n_pred": 8051, + "n_ref": 5812 + }, + "6": { + "Dice": 0.9752127610100916, + "FN": 1201, + "FP": 398, + "IoU": 0.9516246142675622, + "TN": 278242, + "TP": 31455, + "n_pred": 31853, + "n_ref": 32656 + }, + "7": { + "Dice": 0.8477221435948438, + "FN": 1614, + "FP": 2367, + "IoU": 0.7356924711193733, + "TN": 296234, + "TP": 11081, + "n_pred": 13448, + "n_ref": 12695 + }, + "8": { + "Dice": 0.8749636803874092, + "FN": 188, + "FP": 1103, + "IoU": 0.7777203856749312, + "TN": 305488, + "TP": 4517, + "n_pred": 5620, + "n_ref": 4705 + }, + "9": { + "Dice": 0.8824348944378951, + "FN": 545, + "FP": 552, + "IoU": 0.7896049098580744, + "TN": 306082, + "TP": 4117, + "n_pred": 4669, + "n_ref": 4662 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0392.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0392.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.5483870967741935, + "FN": 1553, + "FP": 2003, + "IoU": 0.37777777777777777, + "TN": 272813, + "TP": 2159, + "n_pred": 4162, + "n_ref": 3712 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5967669510552313, + "FN": 1222, + "FP": 574, + "IoU": 0.42528, + "TN": 275403, + "TP": 1329, + "n_pred": 1903, + "n_ref": 2551 + }, + "13": { + "Dice": 0.39527093596059115, + "FN": 1043, + "FP": 2026, + "IoU": 0.24631630648330058, + "TN": 274456, + "TP": 1003, + "n_pred": 3029, + "n_ref": 2046 + }, + "14": { + "Dice": 0.8075315687772435, + "FN": 2158, + "FP": 2125, + "IoU": 0.6771932469098583, + "TN": 265260, + "TP": 8985, + "n_pred": 11110, + "n_ref": 11143 + }, + "15": { + "Dice": 0.7733071638861629, + "FN": 136, + "FP": 95, + "IoU": 0.6304, + "TN": 277903, + "TP": 394, + "n_pred": 489, + "n_ref": 530 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.944282183778926, + "FN": 738, + "FP": 750, + "IoU": 0.8944456267290913, + "TN": 264431, + "TP": 12609, + "n_pred": 13359, + "n_ref": 13347 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9296672643952979, + "FN": 205, + "FP": 148, + "IoU": 0.8685778108711839, + "TN": 275842, + "TP": 2333, + "n_pred": 2481, + "n_ref": 2538 + }, + "7": { + "Dice": 0.21167655323134563, + "FN": 6717, + "FP": 3383, + "IoU": 0.1183659217877095, + "TN": 267072, + "TP": 1356, + "n_pred": 4739, + "n_ref": 8073 + }, + "8": { + "Dice": 0.8487536320538308, + "FN": 632, + "FP": 357, + "IoU": 0.7372476089266737, + "TN": 274764, + "TP": 2775, + "n_pred": 3132, + "n_ref": 3407 + }, + "9": { + "Dice": 0.8514048278591215, + "FN": 466, + "FP": 1036, + "IoU": 0.7412575366063738, + "TN": 272723, + "TP": 4303, + "n_pred": 5339, + "n_ref": 4769 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0404.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0404.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": 0.6895947269306165, + "FN": 1025.3288888888887, + "FP": 949.2044444444443, + "IoU": 0.5992089867535193, + "TN": 267253.6711111111, + "TP": 5476.862222222221, + "n_pred": 6426.0666666666675, + "n_ref": 6502.191111111111 + }, + "mean": { + "1": { + "Dice": 0.7030659469651024, + "FN": 936.8, + "FP": 1086.6333333333334, + "IoU": 0.6494703070528525, + "TN": 265637.5333333333, + "TP": 7044.1, + "n_pred": 8130.733333333334, + "n_ref": 7980.9 + }, + "10": { + "Dice": 0.6968860233418053, + "FN": 750.4, + "FP": 1266.0, + "IoU": 0.5962266618403469, + "TN": 267212.06666666665, + "TP": 5476.6, + "n_pred": 6742.6, + "n_ref": 6227.0 + }, + "11": { + "Dice": 0.5489250219946207, + "FN": 261.3666666666667, + "FP": 251.96666666666667, + "IoU": 0.4388254699586438, + "TN": 273552.9, + "TP": 638.8333333333334, + "n_pred": 890.8, + "n_ref": 900.2 + }, + "12": { + "Dice": 0.4998018907997947, + "FN": 549.0666666666667, + "FP": 148.93333333333334, + "IoU": 0.3793052833871255, + "TN": 273437.26666666666, + "TP": 569.8, + "n_pred": 718.7333333333333, + "n_ref": 1118.8666666666666 + }, + "13": { + "Dice": 0.5585502372881074, + "FN": 1741.1666666666667, + "FP": 997.9, + "IoU": 0.4358921320609411, + "TN": 269069.0, + "TP": 2897.0, + "n_pred": 3894.9, + "n_ref": 4638.166666666667 + }, + "14": { + "Dice": 0.6358942541464598, + "FN": 788.8666666666667, + "FP": 1037.2666666666667, + "IoU": 0.5527697380319453, + "TN": 268601.6666666667, + "TP": 4277.266666666666, + "n_pred": 5314.533333333334, + "n_ref": 5066.133333333333 + }, + "15": { + "Dice": 0.7087575426570225, + "FN": 843.3, + "FP": 1115.8333333333333, + "IoU": 0.6032367615777351, + "TN": 268538.1, + "TP": 4207.833333333333, + "n_pred": 5323.666666666667, + "n_ref": 5051.133333333333 + }, + "2": { + "Dice": 0.7400591212587758, + "FN": 1742.1333333333334, + "FP": 684.1666666666666, + "IoU": 0.658625549811447, + "TN": 266051.43333333335, + "TP": 6227.333333333333, + "n_pred": 6911.5, + "n_ref": 7969.466666666666 + }, + "3": { + "Dice": 0.7621352951519428, + "FN": 708.1, + "FP": 1611.4, + "IoU": 0.680605581350428, + "TN": 264603.0333333333, + "TP": 7782.533333333334, + "n_pred": 9393.933333333332, + "n_ref": 8490.633333333333 + }, + "4": { + "Dice": 0.7290913592471164, + "FN": 731.1333333333333, + "FP": 349.4, + "IoU": 0.6497256773658763, + "TN": 269189.23333333334, + "TP": 4435.3, + "n_pred": 4784.7, + "n_ref": 5166.433333333333 + }, + "5": { + "Dice": 0.6417849458277614, + "FN": 353.3333333333333, + "FP": 436.7, + "IoU": 0.5473666396938, + "TN": 271973.9666666667, + "TP": 1941.0666666666666, + "n_pred": 2377.766666666667, + "n_ref": 2294.4 + }, + "6": { + "Dice": 0.8344806891165067, + "FN": 2468.4, + "FP": 2157.6, + "IoU": 0.7515460674804401, + "TN": 253123.76666666666, + "TP": 16955.3, + "n_pred": 19112.9, + "n_ref": 19423.7 + }, + "7": { + "Dice": 0.625053549646933, + "FN": 2073.133333333333, + "FP": 1904.3, + "IoU": 0.5364621646013212, + "TN": 263495.9, + "TP": 7231.733333333334, + "n_pred": 9136.033333333333, + "n_ref": 9304.866666666667 + }, + "8": { + "Dice": 0.8936402427604312, + "FN": 788.5333333333333, + "FP": 468.3333333333333, + "IoU": 0.8395205211632865, + "TN": 265194.4666666667, + "TP": 8253.733333333334, + "n_pred": 8722.066666666668, + "n_ref": 9042.266666666666 + }, + "9": { + "Dice": 0.7657947837568669, + "FN": 644.2, + "FP": 721.6333333333333, + "IoU": 0.6685562459266013, + "TN": 269124.73333333334, + "TP": 4214.5, + "n_pred": 4936.133333333333, + "n_ref": 4858.7 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9406397538592117, + "FN": 913, + "FP": 1325, + "IoU": 0.8879318978467702, + "TN": 242174, + "TP": 17732, + "n_pred": 19057, + "n_ref": 18645 + }, + "10": { + "Dice": 0.7921862736548356, + "FN": 818, + "FP": 1565, + "IoU": 0.655884476534296, + "TN": 255219, + "TP": 4542, + "n_pred": 6107, + "n_ref": 5360 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.468101915860162, + "FN": 1145, + "FP": 4241, + "IoU": 0.30556988138215574, + "TN": 254388, + "TP": 2370, + "n_pred": 6611, + "n_ref": 3515 + }, + "14": { + "Dice": 0.7895328631299192, + "FN": 427, + "FP": 1632, + "IoU": 0.6522546867083263, + "TN": 256223, + "TP": 3862, + "n_pred": 5494, + "n_ref": 4289 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.8448275862068966, + "FN": 1, + "FP": 125, + "IoU": 0.7313432835820896, + "TN": 261675, + "TP": 343, + "n_pred": 468, + "n_ref": 344 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8489463431910749, + "FN": 130, + "FP": 723, + "IoU": 0.7375384615384616, + "TN": 258894, + "TP": 2397, + "n_pred": 3120, + "n_ref": 2527 + }, + "6": { + "Dice": 0.9107628788589659, + "FN": 62, + "FP": 889, + "IoU": 0.8361474844934528, + "TN": 256340, + "TP": 4853, + "n_pred": 5742, + "n_ref": 4915 + }, + "7": { + "Dice": 0.8781416603198782, + "FN": 714, + "FP": 886, + "IoU": 0.7827562797012899, + "TN": 254779, + "TP": 5765, + "n_pred": 6651, + "n_ref": 6479 + }, + "8": { + "Dice": 0.9493219129193433, + "FN": 110, + "FP": 103, + "IoU": 0.9035326086956522, + "TN": 259936, + "TP": 1995, + "n_pred": 2098, + "n_ref": 2105 + }, + "9": { + "Dice": 0.7670504871567759, + "FN": 574, + "FP": 215, + "IoU": 0.6221264367816092, + "TN": 260056, + "TP": 1299, + "n_pred": 1514, + "n_ref": 1873 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0001.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0001.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8972746331236897, + "FN": 74, + "FP": 24, + "IoU": 0.8136882129277566, + "TN": 261618, + "TP": 428, + "n_pred": 452, + "n_ref": 502 + }, + "10": { + "Dice": 0.8333660837099627, + "FN": 1798, + "FP": 1594, + "IoU": 0.7143338386390433, + "TN": 250270, + "TP": 8482, + "n_pred": 10076, + "n_ref": 10280 + }, + "11": { + "Dice": 0.7701749002761583, + "FN": 368, + "FP": 381, + "IoU": 0.6262475049900199, + "TN": 260140, + "TP": 1255, + "n_pred": 1636, + "n_ref": 1623 + }, + "12": { + "Dice": 0.0, + "FN": 4, + "FP": 0, + "IoU": 0.0, + "TN": 262140, + "TP": 0, + "n_pred": 0, + "n_ref": 4 + }, + "13": { + "Dice": 0.656320797462619, + "FN": 1891, + "FP": 1143, + "IoU": 0.48845051424717584, + "TN": 256213, + "TP": 2897, + "n_pred": 4040, + "n_ref": 4788 + }, + "14": { + "Dice": 0.0, + "FN": 15, + "FP": 0, + "IoU": 0.0, + "TN": 262129, + "TP": 0, + "n_pred": 0, + "n_ref": 15 + }, + "15": { + "Dice": 0.7925696594427245, + "FN": 221, + "FP": 47, + "IoU": 0.6564102564102564, + "TN": 261364, + "TP": 512, + "n_pred": 559, + "n_ref": 733 + }, + "2": { + "Dice": 0.8025785656728445, + "FN": 0, + "FP": 490, + "IoU": 0.6702557200538358, + "TN": 260658, + "TP": 996, + "n_pred": 1486, + "n_ref": 996 + }, + "3": { + "Dice": 0.9376727972112032, + "FN": 381, + "FP": 1693, + "IoU": 0.8826591230551627, + "TN": 244469, + "TP": 15601, + "n_pred": 17294, + "n_ref": 15982 + }, + "4": { + "Dice": 0.9051904987480545, + "FN": 153, + "FP": 1248, + "IoU": 0.8268018296451972, + "TN": 254055, + "TP": 6688, + "n_pred": 7936, + "n_ref": 6841 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9510419906687403, + "FN": 1969, + "FP": 392, + "IoU": 0.9066540149448464, + "TN": 236851, + "TP": 22932, + "n_pred": 23324, + "n_ref": 24901 + }, + "7": { + "Dice": 0.6111420612813371, + "FN": 2027, + "FP": 765, + "IoU": 0.44003208985158443, + "TN": 257158, + "TP": 2194, + "n_pred": 2959, + "n_ref": 4221 + }, + "8": { + "Dice": 0.7649842271293376, + "FN": 256, + "FP": 42, + "IoU": 0.6194125159642401, + "TN": 261361, + "TP": 485, + "n_pred": 527, + "n_ref": 741 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0014.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0014.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1074, + "IoU": 0.0, + "TN": 277454, + "TP": 0, + "n_pred": 1074, + "n_ref": 0 + }, + "10": { + "Dice": 0.8823739295908658, + "FN": 777, + "FP": 1201, + "IoU": 0.789507289560498, + "TN": 269131, + "TP": 7419, + "n_pred": 8620, + "n_ref": 8196 + }, + "11": { + "Dice": 0.0, + "FN": 98, + "FP": 0, + "IoU": 0.0, + "TN": 278430, + "TP": 0, + "n_pred": 0, + "n_ref": 98 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.2636826042726348, + "FN": 3467, + "FP": 152, + "IoU": 0.15186313569252402, + "TN": 274261, + "TP": 648, + "n_pred": 800, + "n_ref": 4115 + }, + "14": { + "Dice": 0.9364948253243283, + "FN": 1829, + "FP": 785, + "IoU": 0.8805738304093568, + "TN": 256640, + "TP": 19274, + "n_pred": 20059, + "n_ref": 21103 + }, + "15": { + "Dice": 0.8475926567370974, + "FN": 624, + "FP": 1136, + "IoU": 0.735497445145777, + "TN": 271874, + "TP": 4894, + "n_pred": 6030, + "n_ref": 5518 + }, + "2": { + "Dice": 0.9197923071667692, + "FN": 1957, + "FP": 391, + "IoU": 0.8514957940674214, + "TN": 262717, + "TP": 13463, + "n_pred": 13854, + "n_ref": 15420 + }, + "3": { + "Dice": 0.9495554696559722, + "FN": 370, + "FP": 152, + "IoU": 0.9039558417663294, + "TN": 273093, + "TP": 4913, + "n_pred": 5065, + "n_ref": 5283 + }, + "4": { + "Dice": 0.5553398058252427, + "FN": 1963, + "FP": 98, + "IoU": 0.3844086021505376, + "TN": 275180, + "TP": 1287, + "n_pred": 1385, + "n_ref": 3250 + }, + "5": { + "Dice": 0.0, + "FN": 93, + "FP": 3, + "IoU": 0.0, + "TN": 278432, + "TP": 0, + "n_pred": 3, + "n_ref": 93 + }, + "6": { + "Dice": 0.8970914612778881, + "FN": 1484, + "FP": 278, + "IoU": 0.8133869942808727, + "TN": 269086, + "TP": 7680, + "n_pred": 7958, + "n_ref": 9164 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 2703, + "IoU": 0.0, + "TN": 275825, + "TP": 0, + "n_pred": 2703, + "n_ref": 0 + }, + "8": { + "Dice": 0.9428779683124257, + "FN": 223, + "FP": 1266, + "IoU": 0.891929162432864, + "TN": 264750, + "TP": 12289, + "n_pred": 13555, + "n_ref": 12512 + }, + "9": { + "Dice": 0.7581571208514214, + "FN": 1145, + "FP": 582, + "IoU": 0.610509697789806, + "TN": 274094, + "TP": 2707, + "n_pred": 3289, + "n_ref": 3852 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0050.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0050.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1657, + "IoU": 0.0, + "TN": 276871, + "TP": 0, + "n_pred": 1657, + "n_ref": 0 + }, + "10": { + "Dice": 0.08230699909882848, + "FN": 209, + "FP": 2846, + "IoU": 0.042919799498746865, + "TN": 275336, + "TP": 137, + "n_pred": 2983, + "n_ref": 346 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 1701, + "IoU": 0.0, + "TN": 276827, + "TP": 0, + "n_pred": 1701, + "n_ref": 0 + }, + "12": { + "Dice": 0.27624521072796937, + "FN": 3366, + "FP": 412, + "IoU": 0.16025783507446098, + "TN": 274029, + "TP": 721, + "n_pred": 1133, + "n_ref": 4087 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.6061859935864281, + "FN": 1039, + "FP": 2768, + "IoU": 0.4349116817574588, + "TN": 271791, + "TP": 2930, + "n_pred": 5698, + "n_ref": 3969 + }, + "15": { + "Dice": 0.846086499737349, + "FN": 1715, + "FP": 43, + "IoU": 0.7332321699544765, + "TN": 271938, + "TP": 4832, + "n_pred": 4875, + "n_ref": 6547 + }, + "2": { + "Dice": 0.928743961352657, + "FN": 98, + "FP": 256, + "IoU": 0.8669673055242391, + "TN": 275867, + "TP": 2307, + "n_pred": 2563, + "n_ref": 2405 + }, + "3": { + "Dice": 0.9476105290058778, + "FN": 829, + "FP": 811, + "IoU": 0.9004371053909664, + "TN": 262056, + "TP": 14832, + "n_pred": 15643, + "n_ref": 15661 + }, + "4": { + "Dice": 0.9296999936032752, + "FN": 893, + "FP": 206, + "IoU": 0.868634950992111, + "TN": 270162, + "TP": 7267, + "n_pred": 7473, + "n_ref": 8160 + }, + "5": { + "Dice": 0.7150337709645594, + "FN": 1463, + "FP": 2292, + "IoU": 0.5564611386723364, + "TN": 270062, + "TP": 4711, + "n_pred": 7003, + "n_ref": 6174 + }, + "6": { + "Dice": 0.8245903198199626, + "FN": 133, + "FP": 10935, + "IoU": 0.7015343958147938, + "TN": 241445, + "TP": 26015, + "n_pred": 36950, + "n_ref": 26148 + }, + "7": { + "Dice": 0.6432051282051282, + "FN": 9731, + "FP": 12533, + "IoU": 0.47406217518662, + "TN": 236196, + "TP": 20068, + "n_pred": 32601, + "n_ref": 29799 + }, + "8": { + "Dice": 0.9173096918951459, + "FN": 304, + "FP": 1207, + "IoU": 0.8472503032753741, + "TN": 268636, + "TP": 8381, + "n_pred": 9588, + "n_ref": 8685 + }, + "9": { + "Dice": 0.7688483844241922, + "FN": 245, + "FP": 34, + "IoU": 0.6244952893674294, + "TN": 277785, + "TP": 464, + "n_pred": 498, + "n_ref": 709 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0052.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0052.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9522496231921239, + "FN": 742, + "FP": 747, + "IoU": 0.9088516160626836, + "TN": 245808, + "TP": 14847, + "n_pred": 15594, + "n_ref": 15589 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.711910602343963, + "FN": 560, + "FP": 497, + "IoU": 0.5526872619551417, + "TN": 259781, + "TP": 1306, + "n_pred": 1803, + "n_ref": 1866 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8047740835464621, + "FN": 34, + "FP": 195, + "IoU": 0.6733238231098431, + "TN": 261443, + "TP": 472, + "n_pred": 667, + "n_ref": 506 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8077203204661325, + "FN": 2085, + "FP": 1611, + "IoU": 0.6774587660354306, + "TN": 250685, + "TP": 7763, + "n_pred": 9374, + "n_ref": 9848 + }, + "5": { + "Dice": 0.8585212610793224, + "FN": 129, + "FP": 1132, + "IoU": 0.7521132298014547, + "TN": 257057, + "TP": 3826, + "n_pred": 4958, + "n_ref": 3955 + }, + "6": { + "Dice": 0.9571657325860689, + "FN": 2084, + "FP": 2624, + "IoU": 0.9178502879078695, + "TN": 204834, + "TP": 52602, + "n_pred": 55226, + "n_ref": 54686 + }, + "7": { + "Dice": 0.9281191806331471, + "FN": 375, + "FP": 1941, + "IoU": 0.8658790826963169, + "TN": 244876, + "TP": 14952, + "n_pred": 16893, + "n_ref": 15327 + }, + "8": { + "Dice": 0.934425491696296, + "FN": 229, + "FP": 1228, + "IoU": 0.8769217773272512, + "TN": 250306, + "TP": 10381, + "n_pred": 11609, + "n_ref": 10610 + }, + "9": { + "Dice": 0.24262295081967214, + "FN": 190, + "FP": 41, + "IoU": 0.13805970149253732, + "TN": 261876, + "TP": 37, + "n_pred": 78, + "n_ref": 227 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0054.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0054.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 3269, + "IoU": 0.0, + "TN": 324411, + "TP": 0, + "n_pred": 3269, + "n_ref": 0 + }, + "10": { + "Dice": 0.9284676833696441, + "FN": 338, + "FP": 1238, + "IoU": 0.8664859369705185, + "TN": 315876, + "TP": 10228, + "n_pred": 11466, + "n_ref": 10566 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 327680, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 743, + "FP": 0, + "IoU": 0.0, + "TN": 326937, + "TP": 0, + "n_pred": 0, + "n_ref": 743 + }, + "13": { + "Dice": 0.6628500696271081, + "FN": 2040, + "FP": 139, + "IoU": 0.49571858366118954, + "TN": 323359, + "TP": 2142, + "n_pred": 2281, + "n_ref": 4182 + }, + "14": { + "Dice": 0.946590909090909, + "FN": 272, + "FP": 574, + "IoU": 0.8985976267529665, + "TN": 319337, + "TP": 7497, + "n_pred": 8071, + "n_ref": 7769 + }, + "15": { + "Dice": 0.8946937661983358, + "FN": 879, + "FP": 665, + "IoU": 0.8094532889053437, + "TN": 319577, + "TP": 6559, + "n_pred": 7224, + "n_ref": 7438 + }, + "2": { + "Dice": 0.7855813849223251, + "FN": 8834, + "FP": 731, + "IoU": 0.6468785764388821, + "TN": 300593, + "TP": 17522, + "n_pred": 18253, + "n_ref": 26356 + }, + "3": { + "Dice": 0.4344040630565266, + "FN": 240, + "FP": 8335, + "IoU": 0.27746882372767107, + "TN": 315812, + "TP": 3293, + "n_pred": 11628, + "n_ref": 3533 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 327680, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8753029568589433, + "FN": 1555, + "FP": 503, + "IoU": 0.7782566533778688, + "TN": 318399, + "TP": 7223, + "n_pred": 7726, + "n_ref": 8778 + }, + "6": { + "Dice": 0.023529411764705882, + "FN": 14, + "FP": 69, + "IoU": 0.011904761904761904, + "TN": 327596, + "TP": 1, + "n_pred": 70, + "n_ref": 15 + }, + "7": { + "Dice": 0.28461474106918766, + "FN": 7604, + "FP": 947, + "IoU": 0.16591884510339447, + "TN": 317428, + "TP": 1701, + "n_pred": 2648, + "n_ref": 9305 + }, + "8": { + "Dice": 0.9359406119862393, + "FN": 2147, + "FP": 1391, + "IoU": 0.8795943370541791, + "TN": 298296, + "TP": 25846, + "n_pred": 27237, + "n_ref": 27993 + }, + "9": { + "Dice": 0.7269469660774008, + "FN": 1335, + "FP": 951, + "IoU": 0.5710264589979358, + "TN": 322351, + "TP": 3043, + "n_pred": 3994, + "n_ref": 4378 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0057.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0057.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7956259655287311, + "FN": 2407, + "FP": 4340, + "IoU": 0.6606136820925553, + "TN": 258648, + "TP": 13133, + "n_pred": 17473, + "n_ref": 15540 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.800363306085377, + "FN": 454, + "FP": 645, + "IoU": 0.6671714112658994, + "TN": 275226, + "TP": 2203, + "n_pred": 2848, + "n_ref": 2657 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7075471698113207, + "FN": 49, + "FP": 13, + "IoU": 0.5474452554744526, + "TN": 278391, + "TP": 75, + "n_pred": 88, + "n_ref": 124 + }, + "14": { + "Dice": 0.9613128806677194, + "FN": 225, + "FP": 461, + "IoU": 0.925507655554349, + "TN": 269319, + "TP": 8523, + "n_pred": 8984, + "n_ref": 8748 + }, + "15": { + "Dice": 0.9514590217340718, + "FN": 267, + "FP": 776, + "IoU": 0.9074123391034177, + "TN": 267263, + "TP": 10222, + "n_pred": 10998, + "n_ref": 10489 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 278521, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "3": { + "Dice": 0.9177078361456608, + "FN": 2540, + "FP": 391, + "IoU": 0.8479298536889074, + "TN": 259254, + "TP": 16343, + "n_pred": 16734, + "n_ref": 18883 + }, + "4": { + "Dice": 0.8540289181137833, + "FN": 1034, + "FP": 975, + "IoU": 0.7452447375095105, + "TN": 270642, + "TP": 5877, + "n_pred": 6852, + "n_ref": 6911 + }, + "5": { + "Dice": 0.8244909664468024, + "FN": 375, + "FP": 849, + "IoU": 0.7013905830690412, + "TN": 274429, + "TP": 2875, + "n_pred": 3724, + "n_ref": 3250 + }, + "6": { + "Dice": 0.8852066151388229, + "FN": 7910, + "FP": 2724, + "IoU": 0.7940544204512443, + "TN": 226893, + "TP": 41001, + "n_pred": 43725, + "n_ref": 48911 + }, + "7": { + "Dice": 0.7292975442604226, + "FN": 559, + "FP": 389, + "IoU": 0.5739325842696629, + "TN": 276303, + "TP": 1277, + "n_pred": 1666, + "n_ref": 1836 + }, + "8": { + "Dice": 0.9059515062454078, + "FN": 94, + "FP": 418, + "IoU": 0.8280725319006045, + "TN": 275550, + "TP": 2466, + "n_pred": 2884, + "n_ref": 2560 + }, + "9": { + "Dice": 0.8112109325572567, + "FN": 543, + "FP": 2441, + "IoU": 0.6823842469398617, + "TN": 269133, + "TP": 6411, + "n_pred": 8852, + "n_ref": 6954 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0066.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0066.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 3347, + "IoU": 0.0, + "TN": 275181, + "TP": 0, + "n_pred": 3347, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.14814814814814814, + "FN": 103, + "FP": 12, + "IoU": 0.08, + "TN": 278403, + "TP": 10, + "n_pred": 22, + "n_ref": 113 + }, + "14": { + "Dice": 0.0, + "FN": 18, + "FP": 0, + "IoU": 0.0, + "TN": 278510, + "TP": 0, + "n_pred": 0, + "n_ref": 18 + }, + "15": { + "Dice": 0.9122563960469198, + "FN": 183, + "FP": 1717, + "IoU": 0.8386685913220684, + "TN": 266751, + "TP": 9877, + "n_pred": 11594, + "n_ref": 10060 + }, + "2": { + "Dice": 0.6227254346947028, + "FN": 2717, + "FP": 82, + "IoU": 0.4521432765707575, + "TN": 273419, + "TP": 2310, + "n_pred": 2392, + "n_ref": 5027 + }, + "3": { + "Dice": 0.8626449777518419, + "FN": 411, + "FP": 3355, + "IoU": 0.75846587993843, + "TN": 262936, + "TP": 11826, + "n_pred": 15181, + "n_ref": 12237 + }, + "4": { + "Dice": 0.9337369217608739, + "FN": 1412, + "FP": 602, + "IoU": 0.8757097013083189, + "TN": 262324, + "TP": 14190, + "n_pred": 14792, + "n_ref": 15602 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8268057401915669, + "FN": 4301, + "FP": 780, + "IoU": 0.7047475158347376, + "TN": 261319, + "TP": 12128, + "n_pred": 12908, + "n_ref": 16429 + }, + "7": { + "Dice": 0.0, + "FN": 2, + "FP": 1250, + "IoU": 0.0, + "TN": 277276, + "TP": 0, + "n_pred": 1250, + "n_ref": 2 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0076.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0076.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.48103876623072234, + "FN": 11007, + "FP": 64, + "IoU": 0.3166892976175781, + "TN": 245942, + "TP": 5131, + "n_pred": 5195, + "n_ref": 16138 + }, + "10": { + "Dice": 0.8293546483557749, + "FN": 277, + "FP": 2904, + "IoU": 0.7084593529465677, + "TN": 251233, + "TP": 7730, + "n_pred": 10634, + "n_ref": 8007 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6821192052980133, + "FN": 72, + "FP": 24, + "IoU": 0.5175879396984925, + "TN": 261945, + "TP": 103, + "n_pred": 127, + "n_ref": 175 + }, + "13": { + "Dice": 0.7279118818842278, + "FN": 914, + "FP": 247, + "IoU": 0.5722181282240236, + "TN": 259430, + "TP": 1553, + "n_pred": 1800, + "n_ref": 2467 + }, + "14": { + "Dice": 0.9238175962027463, + "FN": 929, + "FP": 1318, + "IoU": 0.8584210194694726, + "TN": 246273, + "TP": 13624, + "n_pred": 14942, + "n_ref": 14553 + }, + "15": { + "Dice": 0.7323504983388704, + "FN": 209, + "FP": 2369, + "IoU": 0.5777231777231777, + "TN": 256039, + "TP": 3527, + "n_pred": 5896, + "n_ref": 3736 + }, + "2": { + "Dice": 0.77831918970709, + "FN": 3526, + "FP": 523, + "IoU": 0.6370888231603478, + "TN": 250987, + "TP": 7108, + "n_pred": 7631, + "n_ref": 10634 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 725, + "IoU": 0.0, + "TN": 261419, + "TP": 0, + "n_pred": 725, + "n_ref": 0 + }, + "4": { + "Dice": 0.9697212629501727, + "FN": 383, + "FP": 599, + "IoU": 0.941222242173939, + "TN": 245437, + "TP": 15725, + "n_pred": 16324, + "n_ref": 16108 + }, + "5": { + "Dice": 0.7200729927007299, + "FN": 736, + "FP": 798, + "IoU": 0.5625891074992871, + "TN": 258637, + "TP": 1973, + "n_pred": 2771, + "n_ref": 2709 + }, + "6": { + "Dice": 0.7574506690859605, + "FN": 870, + "FP": 15171, + "IoU": 0.6095940420560748, + "TN": 221056, + "TP": 25047, + "n_pred": 40218, + "n_ref": 25917 + }, + "7": { + "Dice": 0.7563632382724834, + "FN": 2364, + "FP": 2087, + "IoU": 0.6081866197183099, + "TN": 250784, + "TP": 6909, + "n_pred": 8996, + "n_ref": 9273 + }, + "8": { + "Dice": 0.9368008413806291, + "FN": 558, + "FP": 764, + "IoU": 0.8811151079136691, + "TN": 251024, + "TP": 9798, + "n_pred": 10562, + "n_ref": 10356 + }, + "9": { + "Dice": 0.9149862090101134, + "FN": 559, + "FP": 828, + "IoU": 0.8432945429894927, + "TN": 253293, + "TP": 7464, + "n_pred": 8292, + "n_ref": 8023 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0077.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0077.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9268445839874412, + "FN": 318, + "FP": 381, + "IoU": 0.863662960795787, + "TN": 240633, + "TP": 4428, + "n_pred": 4809, + "n_ref": 4746 + }, + "11": { + "Dice": 0.7144101001306051, + "FN": 747, + "FP": 565, + "IoU": 0.5557060616322383, + "TN": 242807, + "TP": 1641, + "n_pred": 2206, + "n_ref": 2388 + }, + "12": { + "Dice": 0.7362214816713664, + "FN": 759, + "FP": 270, + "IoU": 0.5825557809330629, + "TN": 243295, + "TP": 1436, + "n_pred": 1706, + "n_ref": 2195 + }, + "13": { + "Dice": 0.815060070002838, + "FN": 677, + "FP": 1278, + "IoU": 0.6878492735110969, + "TN": 239497, + "TP": 4308, + "n_pred": 5586, + "n_ref": 4985 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8336231884057971, + "FN": 16, + "FP": 271, + "IoU": 0.7147117296222664, + "TN": 244754, + "TP": 719, + "n_pred": 990, + "n_ref": 735 + }, + "3": { + "Dice": 0.8620378719567178, + "FN": 2, + "FP": 151, + "IoU": 0.757527733755943, + "TN": 245129, + "TP": 478, + "n_pred": 629, + "n_ref": 480 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.9408877661494045, + "FN": 390, + "FP": 429, + "IoU": 0.8883739948207714, + "TN": 238423, + "TP": 6518, + "n_pred": 6947, + "n_ref": 6908 + }, + "6": { + "Dice": 0.9132234090958334, + "FN": 1361, + "FP": 2644, + "IoU": 0.8403046373459867, + "TN": 220681, + "TP": 21074, + "n_pred": 23718, + "n_ref": 22435 + }, + "7": { + "Dice": 0.8456068144520565, + "FN": 5166, + "FP": 761, + "IoU": 0.7325119595631374, + "TN": 223602, + "TP": 16231, + "n_pred": 16992, + "n_ref": 21397 + }, + "8": { + "Dice": 0.9382782891174878, + "FN": 170, + "FP": 58, + "IoU": 0.8837327893931668, + "TN": 243799, + "TP": 1733, + "n_pred": 1791, + "n_ref": 1903 + }, + "9": { + "Dice": 0.9008901189318573, + "FN": 213, + "FP": 1112, + "IoU": 0.8196542806587723, + "TN": 238413, + "TP": 6022, + "n_pred": 7134, + "n_ref": 6235 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0078.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0078.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9573075420085971, + "FN": 711, + "FP": 163, + "IoU": 0.9181111215215966, + "TN": 284239, + "TP": 9799, + "n_pred": 9962, + "n_ref": 10510 + }, + "10": { + "Dice": 0.7307153660859336, + "FN": 892, + "FP": 8722, + "IoU": 0.5756907052696619, + "TN": 272254, + "TP": 13044, + "n_pred": 21766, + "n_ref": 13936 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 294912, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7574645129711209, + "FN": 1261, + "FP": 721, + "IoU": 0.6096119755761277, + "TN": 289835, + "TP": 3095, + "n_pred": 3816, + "n_ref": 4356 + }, + "13": { + "Dice": 0.6950213805742211, + "FN": 14835, + "FP": 1141, + "IoU": 0.532592159157402, + "TN": 260732, + "TP": 18204, + "n_pred": 19345, + "n_ref": 33039 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 294912, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 294912, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 294912, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9012285012285012, + "FN": 42, + "FP": 159, + "IoU": 0.8202146690518783, + "TN": 293794, + "TP": 917, + "n_pred": 1076, + "n_ref": 959 + }, + "4": { + "Dice": 0.5024154589371981, + "FN": 302, + "FP": 7, + "IoU": 0.33548387096774196, + "TN": 294447, + "TP": 156, + "n_pred": 163, + "n_ref": 458 + }, + "5": { + "Dice": 0.656665860150012, + "FN": 1647, + "FP": 1191, + "IoU": 0.4888328530259366, + "TN": 289360, + "TP": 2714, + "n_pred": 3905, + "n_ref": 4361 + }, + "6": { + "Dice": 0.759391771019678, + "FN": 1299, + "FP": 315, + "IoU": 0.61211247296323, + "TN": 290751, + "TP": 2547, + "n_pred": 2862, + "n_ref": 3846 + }, + "7": { + "Dice": 0.8180982876235556, + "FN": 2763, + "FP": 3770, + "IoU": 0.692188088955899, + "TN": 273688, + "TP": 14691, + "n_pred": 18461, + "n_ref": 17454 + }, + "8": { + "Dice": 0.8963561604990784, + "FN": 1484, + "FP": 709, + "IoU": 0.8121788283658787, + "TN": 283236, + "TP": 9483, + "n_pred": 10192, + "n_ref": 10967 + }, + "9": { + "Dice": 0.8975821587605344, + "FN": 1333, + "FP": 1450, + "IoU": 0.8141941514220857, + "TN": 279934, + "TP": 12195, + "n_pred": 13645, + "n_ref": 13528 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0083.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0083.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9838875143322672, + "FN": 39, + "FP": 228, + "IoU": 0.9682860197173061, + "TN": 253725, + "TP": 8152, + "n_pred": 8380, + "n_ref": 8191 + }, + "10": { + "Dice": 0.8386359928210149, + "FN": 930, + "FP": 1048, + "IoU": 0.722112953076707, + "TN": 255026, + "TP": 5140, + "n_pred": 6188, + "n_ref": 6070 + }, + "11": { + "Dice": 0.8530709195792331, + "FN": 674, + "FP": 192, + "IoU": 0.7437869822485207, + "TN": 258764, + "TP": 2514, + "n_pred": 2706, + "n_ref": 3188 + }, + "12": { + "Dice": 0.5571428571428572, + "FN": 40, + "FP": 22, + "IoU": 0.38613861386138615, + "TN": 262043, + "TP": 39, + "n_pred": 61, + "n_ref": 79 + }, + "13": { + "Dice": 0.7672261023663087, + "FN": 1728, + "FP": 505, + "IoU": 0.6223575173346862, + "TN": 256231, + "TP": 3680, + "n_pred": 4185, + "n_ref": 5408 + }, + "14": { + "Dice": 0.801980198019802, + "FN": 3165, + "FP": 755, + "IoU": 0.6694214876033058, + "TN": 250286, + "TP": 7938, + "n_pred": 8693, + "n_ref": 11103 + }, + "15": { + "Dice": 0.5438305610525753, + "FN": 27, + "FP": 8502, + "IoU": 0.3734665393373981, + "TN": 248531, + "TP": 5084, + "n_pred": 13586, + "n_ref": 5111 + }, + "2": { + "Dice": 0.9641148325358851, + "FN": 23, + "FP": 7, + "IoU": 0.930715935334873, + "TN": 261711, + "TP": 403, + "n_pred": 410, + "n_ref": 426 + }, + "3": { + "Dice": 0.9777408066089152, + "FN": 195, + "FP": 581, + "IoU": 0.9564509792917673, + "TN": 244325, + "TP": 17043, + "n_pred": 17624, + "n_ref": 17238 + }, + "4": { + "Dice": 0.933811981153242, + "FN": 871, + "FP": 14, + "IoU": 0.8758417508417509, + "TN": 255016, + "TP": 6243, + "n_pred": 6257, + "n_ref": 7114 + }, + "5": { + "Dice": 0.8530264429412282, + "FN": 1234, + "FP": 439, + "IoU": 0.7437193627450981, + "TN": 255616, + "TP": 4855, + "n_pred": 5294, + "n_ref": 6089 + }, + "6": { + "Dice": 0.9525256093253267, + "FN": 268, + "FP": 1076, + "IoU": 0.9093545558777906, + "TN": 247317, + "TP": 13483, + "n_pred": 14559, + "n_ref": 13751 + }, + "7": { + "Dice": 0.1568627450980392, + "FN": 43, + "FP": 0, + "IoU": 0.0851063829787234, + "TN": 262097, + "TP": 4, + "n_pred": 4, + "n_ref": 47 + }, + "8": { + "Dice": 0.9582306121011481, + "FN": 433, + "FP": 160, + "IoU": 0.9198106828938472, + "TN": 254749, + "TP": 6802, + "n_pred": 6962, + "n_ref": 7235 + }, + "9": { + "Dice": 0.8535284255448865, + "FN": 782, + "FP": 179, + "IoU": 0.7444828503057698, + "TN": 258383, + "TP": 2800, + "n_pred": 2979, + "n_ref": 3582 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0105.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0105.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9867971693131007, + "FN": 2, + "FP": 373, + "IoU": 0.9739384251859059, + "TN": 280523, + "TP": 14014, + "n_pred": 14387, + "n_ref": 14016 + }, + "10": { + "Dice": 0.9369847614289283, + "FN": 505, + "FP": 1513, + "IoU": 0.8814405734093179, + "TN": 277891, + "TP": 15003, + "n_pred": 16516, + "n_ref": 15508 + }, + "11": { + "Dice": 0.6338694418164617, + "FN": 626, + "FP": 148, + "IoU": 0.46398891966759004, + "TN": 293468, + "TP": 670, + "n_pred": 818, + "n_ref": 1296 + }, + "12": { + "Dice": 0.8193832599118943, + "FN": 512, + "FP": 62, + "IoU": 0.6940298507462687, + "TN": 293036, + "TP": 1302, + "n_pred": 1364, + "n_ref": 1814 + }, + "13": { + "Dice": 0.13336701187168476, + "FN": 586, + "FP": 2845, + "IoU": 0.07144790257104194, + "TN": 291217, + "TP": 264, + "n_pred": 3109, + "n_ref": 850 + }, + "14": { + "Dice": 0.8364237458674716, + "FN": 299, + "FP": 1977, + "IoU": 0.7188387893761581, + "TN": 286817, + "TP": 5819, + "n_pred": 7796, + "n_ref": 6118 + }, + "15": { + "Dice": 0.2876132930513595, + "FN": 116, + "FP": 2242, + "IoU": 0.1679604798870854, + "TN": 292078, + "TP": 476, + "n_pred": 2718, + "n_ref": 592 + }, + "2": { + "Dice": 0.8841782658664283, + "FN": 4450, + "FP": 85, + "IoU": 0.7924010070954451, + "TN": 273067, + "TP": 17310, + "n_pred": 17395, + "n_ref": 21760 + }, + "3": { + "Dice": 0.7855291333258199, + "FN": 125, + "FP": 3681, + "IoU": 0.646807720861173, + "TN": 284136, + "TP": 6970, + "n_pred": 10651, + "n_ref": 7095 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 294912, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 294912, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9433386715473194, + "FN": 397, + "FP": 1832, + "IoU": 0.8927540415704388, + "TN": 274128, + "TP": 18555, + "n_pred": 20387, + "n_ref": 18952 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 294912, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9676537585421412, + "FN": 34, + "FP": 37, + "IoU": 0.9373345101500441, + "TN": 293779, + "TP": 1062, + "n_pred": 1099, + "n_ref": 1096 + }, + "9": { + "Dice": 0.9532667876588021, + "FN": 63, + "FP": 555, + "IoU": 0.9107065452969224, + "TN": 287991, + "TP": 6303, + "n_pred": 6858, + "n_ref": 6366 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0111.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0111.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.889389840697325, + "FN": 1146, + "FP": 1798, + "IoU": 0.8008119079837619, + "TN": 247364, + "TP": 11836, + "n_pred": 13634, + "n_ref": 12982 + }, + "10": { + "Dice": 0.8723625043237634, + "FN": 3192, + "FP": 1236, + "IoU": 0.7736196319018405, + "TN": 242584, + "TP": 15132, + "n_pred": 16368, + "n_ref": 18324 + }, + "11": { + "Dice": 0.5958083832335329, + "FN": 942, + "FP": 408, + "IoU": 0.42430703624733473, + "TN": 259799, + "TP": 995, + "n_pred": 1403, + "n_ref": 1937 + }, + "12": { + "Dice": 0.6877929033697835, + "FN": 1075, + "FP": 324, + "IoU": 0.5241496598639456, + "TN": 259204, + "TP": 1541, + "n_pred": 1865, + "n_ref": 2616 + }, + "13": { + "Dice": 0.5187826519611908, + "FN": 4075, + "FP": 1728, + "IoU": 0.3502407345202105, + "TN": 253213, + "TP": 3128, + "n_pred": 4856, + "n_ref": 7203 + }, + "14": { + "Dice": 0.8259416090929351, + "FN": 1454, + "FP": 108, + "IoU": 0.7034927866362946, + "TN": 256876, + "TP": 3706, + "n_pred": 3814, + "n_ref": 5160 + }, + "15": { + "Dice": 0.5783652549231184, + "FN": 9361, + "FP": 17, + "IoU": 0.40683111954459206, + "TN": 246334, + "TP": 6432, + "n_pred": 6449, + "n_ref": 15793 + }, + "2": { + "Dice": 0.9349645846748229, + "FN": 12, + "FP": 493, + "IoU": 0.8778718258766627, + "TN": 258009, + "TP": 3630, + "n_pred": 4123, + "n_ref": 3642 + }, + "3": { + "Dice": 0.9555937796187735, + "FN": 179, + "FP": 1086, + "IoU": 0.9149636999193331, + "TN": 247268, + "TP": 13611, + "n_pred": 14697, + "n_ref": 13790 + }, + "4": { + "Dice": 0.8958862366683595, + "FN": 124, + "FP": 491, + "IoU": 0.8114075436982521, + "TN": 258883, + "TP": 2646, + "n_pred": 3137, + "n_ref": 2770 + }, + "5": { + "Dice": 0.17721518987341772, + "FN": 332, + "FP": 383, + "IoU": 0.09722222222222222, + "TN": 261352, + "TP": 77, + "n_pred": 460, + "n_ref": 409 + }, + "6": { + "Dice": 0.8673739298614864, + "FN": 2063, + "FP": 2600, + "IoU": 0.7658078449098489, + "TN": 242233, + "TP": 15248, + "n_pred": 17848, + "n_ref": 17311 + }, + "7": { + "Dice": 0.8131151359850911, + "FN": 75, + "FP": 3134, + "IoU": 0.6850834151128558, + "TN": 251954, + "TP": 6981, + "n_pred": 10115, + "n_ref": 7056 + }, + "8": { + "Dice": 0.9761821610672627, + "FN": 168, + "FP": 173, + "IoU": 0.9534725064811025, + "TN": 254815, + "TP": 6988, + "n_pred": 7161, + "n_ref": 7156 + }, + "9": { + "Dice": 0.8227767114523352, + "FN": 1121, + "FP": 1649, + "IoU": 0.6989130434782609, + "TN": 252944, + "TP": 6430, + "n_pred": 8079, + "n_ref": 7551 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0116.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0116.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9724119577752152, + "FN": 173, + "FP": 138, + "IoU": 0.9463052486187845, + "TN": 305504, + "TP": 5481, + "n_pred": 5619, + "n_ref": 5654 + }, + "10": { + "Dice": 0.9147952306894764, + "FN": 2481, + "FP": 1628, + "IoU": 0.8429701532464554, + "TN": 285129, + "TP": 22058, + "n_pred": 23686, + "n_ref": 24539 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 311296, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6907520125662674, + "FN": 1434, + "FP": 141, + "IoU": 0.5275944811037793, + "TN": 307962, + "TP": 1759, + "n_pred": 1900, + "n_ref": 3193 + }, + "13": { + "Dice": 0.4276550249465431, + "FN": 11171, + "FP": 71, + "IoU": 0.271985494106981, + "TN": 295854, + "TP": 4200, + "n_pred": 4271, + "n_ref": 15371 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 311296, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 517, + "IoU": 0.0, + "TN": 310779, + "TP": 0, + "n_pred": 517, + "n_ref": 0 + }, + "2": { + "Dice": 0.8668489405331511, + "FN": 1888, + "FP": 60, + "IoU": 0.7649897454457715, + "TN": 303007, + "TP": 6341, + "n_pred": 6401, + "n_ref": 8229 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 36, + "IoU": 0.0, + "TN": 311260, + "TP": 0, + "n_pred": 36, + "n_ref": 0 + }, + "4": { + "Dice": 0.8119893088965254, + "FN": 4825, + "FP": 99, + "IoU": 0.6834865333933278, + "TN": 295739, + "TP": 10633, + "n_pred": 10732, + "n_ref": 15458 + }, + "5": { + "Dice": 0.8693865570883476, + "FN": 739, + "FP": 151, + "IoU": 0.768951194184839, + "TN": 307444, + "TP": 2962, + "n_pred": 3113, + "n_ref": 3701 + }, + "6": { + "Dice": 0.9491811938721606, + "FN": 1448, + "FP": 1919, + "IoU": 0.9032776995777196, + "TN": 276485, + "TP": 31444, + "n_pred": 33363, + "n_ref": 32892 + }, + "7": { + "Dice": 0.8132005658940037, + "FN": 2575, + "FP": 4291, + "IoU": 0.685204713218101, + "TN": 289485, + "TP": 14945, + "n_pred": 19236, + "n_ref": 17520 + }, + "8": { + "Dice": 0.9656986136679566, + "FN": 509, + "FP": 404, + "IoU": 0.93367235742826, + "TN": 297531, + "TP": 12852, + "n_pred": 13256, + "n_ref": 13361 + }, + "9": { + "Dice": 0.9426582019250461, + "FN": 71, + "FP": 489, + "IoU": 0.8915359287236103, + "TN": 306133, + "TP": 4603, + "n_pred": 5092, + "n_ref": 4674 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0131.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0131.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9894897182025895, + "FN": 176, + "FP": 307, + "IoU": 0.9791980705456738, + "TN": 288077, + "TP": 22736, + "n_pred": 23043, + "n_ref": 22912 + }, + "10": { + "Dice": 0.8894104393541119, + "FN": 1569, + "FP": 1965, + "IoU": 0.8008453085376163, + "TN": 293551, + "TP": 14211, + "n_pred": 16176, + "n_ref": 15780 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 311296, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.809489575844716, + "FN": 432, + "FP": 98, + "IoU": 0.6799516908212561, + "TN": 309640, + "TP": 1126, + "n_pred": 1224, + "n_ref": 1558 + }, + "13": { + "Dice": 0.8256993767212639, + "FN": 3444, + "FP": 1366, + "IoU": 0.7031413935690921, + "TN": 295093, + "TP": 11393, + "n_pred": 12759, + "n_ref": 14837 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 311296, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 311296, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9675915810938752, + "FN": 539, + "FP": 351, + "IoU": 0.9372178329571106, + "TN": 297120, + "TP": 13286, + "n_pred": 13637, + "n_ref": 13825 + }, + "3": { + "Dice": 0.9664975931250606, + "FN": 814, + "FP": 1260, + "IoU": 0.9351672397624258, + "TN": 279306, + "TP": 29916, + "n_pred": 31176, + "n_ref": 30730 + }, + "4": { + "Dice": 0.9280517380759903, + "FN": 151, + "FP": 917, + "IoU": 0.8657616892911011, + "TN": 303340, + "TP": 6888, + "n_pred": 7805, + "n_ref": 7039 + }, + "5": { + "Dice": 0.8904548366431775, + "FN": 65, + "FP": 106, + "IoU": 0.8025404157043879, + "TN": 310430, + "TP": 695, + "n_pred": 801, + "n_ref": 760 + }, + "6": { + "Dice": 0.9756783182595943, + "FN": 718, + "FP": 78, + "IoU": 0.952511633456628, + "TN": 294534, + "TP": 15966, + "n_pred": 16044, + "n_ref": 16684 + }, + "7": { + "Dice": 0.8214067811383248, + "FN": 1965, + "FP": 84, + "IoU": 0.6969383227333235, + "TN": 304535, + "TP": 4712, + "n_pred": 4796, + "n_ref": 6677 + }, + "8": { + "Dice": 0.9714559171264497, + "FN": 837, + "FP": 177, + "IoU": 0.9444961410038863, + "TN": 293027, + "TP": 17255, + "n_pred": 17432, + "n_ref": 18092 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 311296, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0134.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0134.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8435871323309172, + "FN": 33, + "FP": 2578, + "IoU": 0.7294861168669706, + "TN": 252492, + "TP": 7041, + "n_pred": 9619, + "n_ref": 7074 + }, + "10": { + "Dice": 0.013178703215603585, + "FN": 3744, + "FP": 0, + "IoU": 0.0066330591668877685, + "TN": 258375, + "TP": 25, + "n_pred": 25, + "n_ref": 3769 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0744047619047619, + "FN": 609, + "FP": 13, + "IoU": 0.03863987635239567, + "TN": 261497, + "TP": 25, + "n_pred": 38, + "n_ref": 634 + }, + "14": { + "Dice": 0.30702049042660395, + "FN": 1920, + "FP": 143, + "IoU": 0.18134920634920634, + "TN": 259624, + "TP": 457, + "n_pred": 600, + "n_ref": 2377 + }, + "15": { + "Dice": 0.6897918731417245, + "FN": 582, + "FP": 44, + "IoU": 0.5264750378214826, + "TN": 260822, + "TP": 696, + "n_pred": 740, + "n_ref": 1278 + }, + "2": { + "Dice": 0.24018798424996823, + "FN": 11960, + "FP": 4, + "IoU": 0.13648502345723565, + "TN": 248289, + "TP": 1891, + "n_pred": 1895, + "n_ref": 13851 + }, + "3": { + "Dice": 0.6323863468743547, + "FN": 627, + "FP": 11834, + "IoU": 0.46240131153199016, + "TN": 238965, + "TP": 10718, + "n_pred": 22552, + "n_ref": 11345 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8224593967517402, + "FN": 178, + "FP": 1735, + "IoU": 0.6984552332912989, + "TN": 255800, + "TP": 4431, + "n_pred": 6166, + "n_ref": 4609 + }, + "6": { + "Dice": 0.7677635535698943, + "FN": 7707, + "FP": 402, + "IoU": 0.6230651234137499, + "TN": 240631, + "TP": 13404, + "n_pred": 13806, + "n_ref": 21111 + }, + "7": { + "Dice": 0.3393770339377034, + "FN": 1313, + "FP": 108, + "IoU": 0.2043673012318029, + "TN": 260358, + "TP": 365, + "n_pred": 473, + "n_ref": 1678 + }, + "8": { + "Dice": 0.9648448701038023, + "FN": 957, + "FP": 269, + "IoU": 0.9320775623268698, + "TN": 244094, + "TP": 16824, + "n_pred": 17093, + "n_ref": 17781 + }, + "9": { + "Dice": 0.8044094163704734, + "FN": 546, + "FP": 3251, + "IoU": 0.672813442481689, + "TN": 250539, + "TP": 7808, + "n_pred": 11059, + "n_ref": 8354 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0156.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0156.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5302164502164503, + "FN": 8136, + "FP": 3, + "IoU": 0.3607445805843544, + "TN": 249412, + "TP": 4593, + "n_pred": 4596, + "n_ref": 12729 + }, + "10": { + "Dice": 0.8973225890304133, + "FN": 126, + "FP": 269, + "IoU": 0.8137670909948138, + "TN": 260023, + "TP": 1726, + "n_pred": 1995, + "n_ref": 1852 + }, + "11": { + "Dice": 0.8414279784142797, + "FN": 376, + "FP": 388, + "IoU": 0.7262629881762809, + "TN": 259353, + "TP": 2027, + "n_pred": 2415, + "n_ref": 2403 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9574855252274607, + "FN": 163, + "FP": 608, + "IoU": 0.9184385909235163, + "TN": 252691, + "TP": 8682, + "n_pred": 9290, + "n_ref": 8845 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7292153589315525, + "FN": 356, + "FP": 4510, + "IoU": 0.5738307934839727, + "TN": 250726, + "TP": 6552, + "n_pred": 11062, + "n_ref": 6908 + }, + "3": { + "Dice": 0.7380452788514633, + "FN": 4663, + "FP": 81, + "IoU": 0.5848429159009364, + "TN": 250717, + "TP": 6683, + "n_pred": 6764, + "n_ref": 11346 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 54, + "IoU": 0.0, + "TN": 262090, + "TP": 0, + "n_pred": 54, + "n_ref": 0 + }, + "5": { + "Dice": 0.8163452708907254, + "FN": 386, + "FP": 14, + "IoU": 0.6896819239720714, + "TN": 260855, + "TP": 889, + "n_pred": 903, + "n_ref": 1275 + }, + "6": { + "Dice": 0.5873557489552582, + "FN": 930, + "FP": 9833, + "IoU": 0.4157846170547685, + "TN": 243721, + "TP": 7660, + "n_pred": 17493, + "n_ref": 8590 + }, + "7": { + "Dice": 0.949253083517199, + "FN": 1264, + "FP": 139, + "IoU": 0.903407917383821, + "TN": 247619, + "TP": 13122, + "n_pred": 13261, + "n_ref": 14386 + }, + "8": { + "Dice": 0.8219623131903834, + "FN": 2594, + "FP": 694, + "IoU": 0.697738554881412, + "TN": 251266, + "TP": 7590, + "n_pred": 8284, + "n_ref": 10184 + }, + "9": { + "Dice": 0.8935946490638783, + "FN": 516, + "FP": 3127, + "IoU": 0.8076557550158395, + "TN": 243204, + "TP": 15297, + "n_pred": 18424, + "n_ref": 15813 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0159.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0159.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9512139182857704, + "FN": 717, + "FP": 772, + "IoU": 0.9069665729459544, + "TN": 229755, + "TP": 14516, + "n_pred": 15288, + "n_ref": 15233 + }, + "10": { + "Dice": 0.5718085106382979, + "FN": 13, + "FP": 1275, + "IoU": 0.40037243947858475, + "TN": 243612, + "TP": 860, + "n_pred": 2135, + "n_ref": 873 + }, + "11": { + "Dice": 0.5875823794658342, + "FN": 249, + "FP": 940, + "IoU": 0.41601178781925346, + "TN": 243724, + "TP": 847, + "n_pred": 1787, + "n_ref": 1096 + }, + "12": { + "Dice": 0.6306228373702422, + "FN": 661, + "FP": 1047, + "IoU": 0.46051800379027164, + "TN": 242594, + "TP": 1458, + "n_pred": 2505, + "n_ref": 2119 + }, + "13": { + "Dice": 0.38445807770961143, + "FN": 2349, + "FP": 4574, + "IoU": 0.2379746835443038, + "TN": 236675, + "TP": 2162, + "n_pred": 6736, + "n_ref": 4511 + }, + "14": { + "Dice": 0.8668812724862716, + "FN": 6, + "FP": 2103, + "IoU": 0.7650401069518716, + "TN": 236784, + "TP": 6867, + "n_pred": 8970, + "n_ref": 6873 + }, + "15": { + "Dice": 0.8823788240198235, + "FN": 2294, + "FP": 2785, + "IoU": 0.7895151263986738, + "TN": 221630, + "TP": 19051, + "n_pred": 21836, + "n_ref": 21345 + }, + "2": { + "Dice": 0.9349575810311073, + "FN": 1165, + "FP": 330, + "IoU": 0.877859477124183, + "TN": 233520, + "TP": 10745, + "n_pred": 11075, + "n_ref": 11910 + }, + "3": { + "Dice": 0.9019963702359347, + "FN": 173, + "FP": 583, + "IoU": 0.8214876033057851, + "TN": 241525, + "TP": 3479, + "n_pred": 4062, + "n_ref": 3652 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 71, + "IoU": 0.0, + "TN": 245689, + "TP": 0, + "n_pred": 71, + "n_ref": 0 + }, + "5": { + "Dice": 0.807712242147818, + "FN": 518, + "FP": 1337, + "IoU": 0.6774474004520953, + "TN": 240009, + "TP": 3896, + "n_pred": 5233, + "n_ref": 4414 + }, + "6": { + "Dice": 0.9162894849683167, + "FN": 656, + "FP": 1101, + "IoU": 0.8455112986898795, + "TN": 234387, + "TP": 9616, + "n_pred": 10717, + "n_ref": 10272 + }, + "7": { + "Dice": 0.8164961636828645, + "FN": 2645, + "FP": 225, + "IoU": 0.6898973527822798, + "TN": 236505, + "TP": 6385, + "n_pred": 6610, + "n_ref": 9030 + }, + "8": { + "Dice": 0.9368503274650003, + "FN": 692, + "FP": 359, + "IoU": 0.881202667570928, + "TN": 236913, + "TP": 7796, + "n_pred": 8155, + "n_ref": 8488 + }, + "9": { + "Dice": 0.8069432684165961, + "FN": 404, + "FP": 52, + "IoU": 0.6763662171753017, + "TN": 244351, + "TP": 953, + "n_pred": 1005, + "n_ref": 1357 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0160.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0160.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9556923076923077, + "FN": 157, + "FP": 275, + "IoU": 0.915144372421921, + "TN": 289821, + "TP": 4659, + "n_pred": 4934, + "n_ref": 4816 + }, + "10": { + "Dice": 0.6552380952380953, + "FN": 512, + "FP": 31, + "IoU": 0.48725212464589235, + "TN": 293853, + "TP": 516, + "n_pred": 547, + "n_ref": 1028 + }, + "11": { + "Dice": 0.7474110760918505, + "FN": 412, + "FP": 710, + "IoU": 0.5966930265995687, + "TN": 292130, + "TP": 1660, + "n_pred": 2370, + "n_ref": 2072 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 28, + "IoU": 0.0, + "TN": 294884, + "TP": 0, + "n_pred": 28, + "n_ref": 0 + }, + "13": { + "Dice": 0.7893709653205224, + "FN": 296, + "FP": 2510, + "IoU": 0.6520337301587301, + "TN": 286848, + "TP": 5258, + "n_pred": 7768, + "n_ref": 5554 + }, + "14": { + "Dice": 0.5623762376237624, + "FN": 590, + "FP": 4272, + "IoU": 0.39118457300275483, + "TN": 286926, + "TP": 3124, + "n_pred": 7396, + "n_ref": 3714 + }, + "15": { + "Dice": 0.8458001226241569, + "FN": 336, + "FP": 1676, + "IoU": 0.7328021248339973, + "TN": 287382, + "TP": 5518, + "n_pred": 7194, + "n_ref": 5854 + }, + "2": { + "Dice": 0.8772831574116567, + "FN": 640, + "FP": 2034, + "IoU": 0.7813930673642904, + "TN": 282680, + "TP": 9558, + "n_pred": 11592, + "n_ref": 10198 + }, + "3": { + "Dice": 0.9811070199794772, + "FN": 210, + "FP": 103, + "IoU": 0.962914691943128, + "TN": 286472, + "TP": 8127, + "n_pred": 8230, + "n_ref": 8337 + }, + "4": { + "Dice": 0.9185764567852953, + "FN": 117, + "FP": 924, + "IoU": 0.8494141472587878, + "TN": 287999, + "TP": 5872, + "n_pred": 6796, + "n_ref": 5989 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 110, + "IoU": 0.0, + "TN": 294802, + "TP": 0, + "n_pred": 110, + "n_ref": 0 + }, + "6": { + "Dice": 0.9176327028676022, + "FN": 2211, + "FP": 489, + "IoU": 0.8478015783540023, + "TN": 277172, + "TP": 15040, + "n_pred": 15529, + "n_ref": 17251 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 7221, + "IoU": 0.0, + "TN": 287691, + "TP": 0, + "n_pred": 7221, + "n_ref": 0 + }, + "8": { + "Dice": 0.9441234650110656, + "FN": 2333, + "FP": 520, + "IoU": 0.8941608547262205, + "TN": 267956, + "TP": 24103, + "n_pred": 24623, + "n_ref": 26436 + }, + "9": { + "Dice": 0.19140779907468605, + "FN": 6036, + "FP": 81, + "IoU": 0.10583248063148662, + "TN": 288071, + "TP": 724, + "n_pred": 805, + "n_ref": 6760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0181.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0181.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9445764053840063, + "FN": 18, + "FP": 402, + "IoU": 0.894973743435859, + "TN": 258145, + "TP": 3579, + "n_pred": 3981, + "n_ref": 3597 + }, + "10": { + "Dice": 0.6, + "FN": 8, + "FP": 0, + "IoU": 0.42857142857142855, + "TN": 262130, + "TP": 6, + "n_pred": 6, + "n_ref": 14 + }, + "11": { + "Dice": 0.8207129846474108, + "FN": 217, + "FP": 472, + "IoU": 0.6959399823477493, + "TN": 259878, + "TP": 1577, + "n_pred": 2049, + "n_ref": 1794 + }, + "12": { + "Dice": 0.43119266055045874, + "FN": 743, + "FP": 1, + "IoU": 0.27485380116959063, + "TN": 261118, + "TP": 282, + "n_pred": 283, + "n_ref": 1025 + }, + "13": { + "Dice": 0.484903934126258, + "FN": 144, + "FP": 982, + "IoU": 0.32004830917874394, + "TN": 260488, + "TP": 530, + "n_pred": 1512, + "n_ref": 674 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 2835, + "IoU": 0.0, + "TN": 259309, + "TP": 0, + "n_pred": 2835, + "n_ref": 0 + }, + "15": { + "Dice": 0.836617262423714, + "FN": 3665, + "FP": 83, + "IoU": 0.7191247002398081, + "TN": 248800, + "TP": 9596, + "n_pred": 9679, + "n_ref": 13261 + }, + "2": { + "Dice": 0.9142768079800498, + "FN": 302, + "FP": 1898, + "IoU": 0.8420901521676716, + "TN": 248212, + "TP": 11732, + "n_pred": 13630, + "n_ref": 12034 + }, + "3": { + "Dice": 0.8733997155049786, + "FN": 100, + "FP": 78, + "IoU": 0.7752525252525253, + "TN": 261352, + "TP": 614, + "n_pred": 692, + "n_ref": 714 + }, + "4": { + "Dice": 0.9088243916739959, + "FN": 1173, + "FP": 382, + "IoU": 0.8328855454056958, + "TN": 252839, + "TP": 7750, + "n_pred": 8132, + "n_ref": 8923 + }, + "5": { + "Dice": 0.8143236074270557, + "FN": 40, + "FP": 240, + "IoU": 0.6868008948545862, + "TN": 261250, + "TP": 614, + "n_pred": 854, + "n_ref": 654 + }, + "6": { + "Dice": 0.9040071911813408, + "FN": 1276, + "FP": 753, + "IoU": 0.8248294914961581, + "TN": 250561, + "TP": 9554, + "n_pred": 10307, + "n_ref": 10830 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9289464473223661, + "FN": 569, + "FP": 852, + "IoU": 0.8673202614379085, + "TN": 251434, + "TP": 9289, + "n_pred": 10141, + "n_ref": 9858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0185.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0185.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9294010597869721, + "FN": 61, + "FP": 1258, + "IoU": 0.8681131886811319, + "TN": 235759, + "TP": 8682, + "n_pred": 9940, + "n_ref": 8743 + }, + "10": { + "Dice": 0.8264033264033264, + "FN": 122, + "FP": 212, + "IoU": 0.704162976085031, + "TN": 244631, + "TP": 795, + "n_pred": 1007, + "n_ref": 917 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 497, + "IoU": 0.0, + "TN": 245263, + "TP": 0, + "n_pred": 497, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.962684279463813, + "FN": 957, + "FP": 382, + "IoU": 0.9280533018107571, + "TN": 227149, + "TP": 17272, + "n_pred": 17654, + "n_ref": 18229 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 26, + "IoU": 0.0, + "TN": 245734, + "TP": 0, + "n_pred": 26, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6399331662489557, + "FN": 1666, + "FP": 58, + "IoU": 0.4705159705159705, + "TN": 242504, + "TP": 1532, + "n_pred": 1590, + "n_ref": 3198 + }, + "7": { + "Dice": 0.9649934689307706, + "FN": 266, + "FP": 1610, + "IoU": 0.9323549561893772, + "TN": 218027, + "TP": 25857, + "n_pred": 27467, + "n_ref": 26123 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 245757, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "9": { + "Dice": 0.8519800076893502, + "FN": 509, + "FP": 261, + "IoU": 0.7421299397186872, + "TN": 242774, + "TP": 2216, + "n_pred": 2477, + "n_ref": 2725 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0226.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0226.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1478, + "IoU": 0.0, + "TN": 293434, + "TP": 0, + "n_pred": 1478, + "n_ref": 0 + }, + "10": { + "Dice": 0.9123264918732946, + "FN": 1013, + "FP": 1943, + "IoU": 0.8387870855148342, + "TN": 276576, + "TP": 15380, + "n_pred": 17323, + "n_ref": 16393 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 294912, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7695042464941734, + "FN": 433, + "FP": 734, + "IoU": 0.6253611556982344, + "TN": 291797, + "TP": 1948, + "n_pred": 2682, + "n_ref": 2381 + }, + "13": { + "Dice": 0.9157145936624272, + "FN": 643, + "FP": 139, + "IoU": 0.8445328031809145, + "TN": 289882, + "TP": 4248, + "n_pred": 4387, + "n_ref": 4891 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 294912, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 1817, + "IoU": 0.0, + "TN": 293095, + "TP": 0, + "n_pred": 1817, + "n_ref": 0 + }, + "2": { + "Dice": 0.9544490750895664, + "FN": 451, + "FP": 172, + "IoU": 0.9128671328671328, + "TN": 287762, + "TP": 6527, + "n_pred": 6699, + "n_ref": 6978 + }, + "3": { + "Dice": 0.7714795008912656, + "FN": 127, + "FP": 514, + "IoU": 0.6279744631456762, + "TN": 293189, + "TP": 1082, + "n_pred": 1596, + "n_ref": 1209 + }, + "4": { + "Dice": 0.9474719951559188, + "FN": 417, + "FP": 277, + "IoU": 0.9001869696533871, + "TN": 287959, + "TP": 6259, + "n_pred": 6536, + "n_ref": 6676 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 67, + "IoU": 0.0, + "TN": 294845, + "TP": 0, + "n_pred": 67, + "n_ref": 0 + }, + "6": { + "Dice": 0.9161200746876047, + "FN": 1902, + "FP": 1602, + "IoU": 0.8452228455320465, + "TN": 272273, + "TP": 19135, + "n_pred": 20737, + "n_ref": 21037 + }, + "7": { + "Dice": 0.8879511581971629, + "FN": 527, + "FP": 721, + "IoU": 0.798482157274342, + "TN": 288719, + "TP": 4945, + "n_pred": 5666, + "n_ref": 5472 + }, + "8": { + "Dice": 0.9471216821785591, + "FN": 2147, + "FP": 154, + "IoU": 0.8995547407019382, + "TN": 272004, + "TP": 20607, + "n_pred": 20761, + "n_ref": 22754 + }, + "9": { + "Dice": 0.9127827883307301, + "FN": 815, + "FP": 916, + "IoU": 0.8395588098989711, + "TN": 284123, + "TP": 9058, + "n_pred": 9974, + "n_ref": 9873 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0239.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0239.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6731237487148963, + "FN": 126, + "FP": 5915, + "IoU": 0.507299567735095, + "TN": 249883, + "TP": 6220, + "n_pred": 12135, + "n_ref": 6346 + }, + "10": { + "Dice": 0.8228441180195011, + "FN": 271, + "FP": 1128, + "IoU": 0.6990103270223752, + "TN": 257496, + "TP": 3249, + "n_pred": 4377, + "n_ref": 3520 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9192107053753685, + "FN": 1544, + "FP": 237, + "IoU": 0.8504994543775707, + "TN": 250231, + "TP": 10132, + "n_pred": 10369, + "n_ref": 11676 + }, + "15": { + "Dice": 0.9107458075904677, + "FN": 1398, + "FP": 220, + "IoU": 0.8361187075863467, + "TN": 252271, + "TP": 8255, + "n_pred": 8475, + "n_ref": 9653 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 3656, + "IoU": 0.0, + "TN": 258488, + "TP": 0, + "n_pred": 3656, + "n_ref": 0 + }, + "3": { + "Dice": 0.7516651707685766, + "FN": 4517, + "FP": 740, + "IoU": 0.6021342617119504, + "TN": 248931, + "TP": 7956, + "n_pred": 8696, + "n_ref": 12473 + }, + "4": { + "Dice": 0.0, + "FN": 2, + "FP": 0, + "IoU": 0.0, + "TN": 262142, + "TP": 0, + "n_pred": 0, + "n_ref": 2 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 262144, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8544518343703068, + "FN": 6438, + "FP": 346, + "IoU": 0.7458890512042552, + "TN": 235447, + "TP": 19913, + "n_pred": 20259, + "n_ref": 26351 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 262143, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "8": { + "Dice": 0.9732175977446398, + "FN": 262, + "FP": 99, + "IoU": 0.9478323699421966, + "TN": 255224, + "TP": 6559, + "n_pred": 6658, + "n_ref": 6821 + }, + "9": { + "Dice": 0.7685984381422113, + "FN": 1108, + "FP": 18, + "IoU": 0.6241655540720962, + "TN": 259148, + "TP": 1870, + "n_pred": 1888, + "n_ref": 2978 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0296.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0296.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9910934127732012, + "FN": 180, + "FP": 113, + "IoU": 0.9823440795420307, + "TN": 261933, + "TP": 16302, + "n_pred": 16415, + "n_ref": 16482 + }, + "10": { + "Dice": 0.06498194945848375, + "FN": 259, + "FP": 0, + "IoU": 0.033582089552238806, + "TN": 278260, + "TP": 9, + "n_pred": 9, + "n_ref": 268 + }, + "11": { + "Dice": 0.40748566254150315, + "FN": 1590, + "FP": 373, + "IoU": 0.2558756633813495, + "TN": 275890, + "TP": 675, + "n_pred": 1048, + "n_ref": 2265 + }, + "12": { + "Dice": 0.37782663316582915, + "FN": 3962, + "FP": 0, + "IoU": 0.23291384317521782, + "TN": 273363, + "TP": 1203, + "n_pred": 1203, + "n_ref": 5165 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.2100785340314136, + "FN": 2145, + "FP": 2683, + "IoU": 0.11736745886654479, + "TN": 273058, + "TP": 642, + "n_pred": 3325, + "n_ref": 2787 + }, + "15": { + "Dice": 0.7073106591865358, + "FN": 203, + "FP": 6475, + "IoU": 0.5471621346714586, + "TN": 263781, + "TP": 8069, + "n_pred": 14544, + "n_ref": 8272 + }, + "2": { + "Dice": 0.014519056261343012, + "FN": 6, + "FP": 1080, + "IoU": 0.007312614259597806, + "TN": 277434, + "TP": 8, + "n_pred": 1088, + "n_ref": 14 + }, + "3": { + "Dice": 0.8791419881543141, + "FN": 386, + "FP": 1124, + "IoU": 0.7843473293344758, + "TN": 271526, + "TP": 5492, + "n_pred": 6616, + "n_ref": 5878 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6883963494132985, + "FN": 207, + "FP": 32, + "IoU": 0.5248508946322068, + "TN": 278025, + "TP": 264, + "n_pred": 296, + "n_ref": 471 + }, + "6": { + "Dice": 0.39670522681848464, + "FN": 19905, + "FP": 17, + "IoU": 0.24743124811121184, + "TN": 252056, + "TP": 6550, + "n_pred": 6567, + "n_ref": 26455 + }, + "7": { + "Dice": 0.0, + "FN": 9529, + "FP": 7545, + "IoU": 0.0, + "TN": 261454, + "TP": 0, + "n_pred": 7545, + "n_ref": 9529 + }, + "8": { + "Dice": 0.968978888410168, + "FN": 661, + "FP": 59, + "IoU": 0.9398244880902633, + "TN": 266563, + "TP": 11245, + "n_pred": 11304, + "n_ref": 11906 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 284, + "IoU": 0.0, + "TN": 278244, + "TP": 0, + "n_pred": 284, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0317.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0317.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.09247506799637353, + "FN": 53, + "FP": 948, + "IoU": 0.04847908745247148, + "TN": 244708, + "TP": 51, + "n_pred": 999, + "n_ref": 104 + }, + "11": { + "Dice": 0.8474976392823418, + "FN": 516, + "FP": 130, + "IoU": 0.7353543629659975, + "TN": 243319, + "TP": 1795, + "n_pred": 1925, + "n_ref": 2311 + }, + "12": { + "Dice": 0.6503442999234889, + "FN": 887, + "FP": 27, + "IoU": 0.481859410430839, + "TN": 243996, + "TP": 850, + "n_pred": 877, + "n_ref": 1737 + }, + "13": { + "Dice": 0.43478260869565216, + "FN": 13, + "FP": 0, + "IoU": 0.2777777777777778, + "TN": 245742, + "TP": 5, + "n_pred": 5, + "n_ref": 18 + }, + "14": { + "Dice": 0.9504665288997433, + "FN": 516, + "FP": 275, + "IoU": 0.9056085918854415, + "TN": 237380, + "TP": 7589, + "n_pred": 7864, + "n_ref": 8105 + }, + "15": { + "Dice": 0.9067758881666815, + "FN": 255, + "FP": 792, + "IoU": 0.8294510506597166, + "TN": 239621, + "TP": 5092, + "n_pred": 5884, + "n_ref": 5347 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.7624633431085044, + "FN": 1466, + "FP": 397, + "IoU": 0.6161137440758294, + "TN": 240907, + "TP": 2990, + "n_pred": 3387, + "n_ref": 4456 + }, + "4": { + "Dice": 0.6656372490794631, + "FN": 2800, + "FP": 15, + "IoU": 0.49884279864696457, + "TN": 240143, + "TP": 2802, + "n_pred": 2817, + "n_ref": 5602 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 17, + "IoU": 0.0, + "TN": 245743, + "TP": 0, + "n_pred": 17, + "n_ref": 0 + }, + "6": { + "Dice": 0.9508623941295478, + "FN": 801, + "FP": 632, + "IoU": 0.9063276245260818, + "TN": 230462, + "TP": 13865, + "n_pred": 14497, + "n_ref": 14666 + }, + "7": { + "Dice": 0.9043282085561497, + "FN": 922, + "FP": 1368, + "IoU": 0.8253641424540532, + "TN": 232647, + "TP": 10823, + "n_pred": 12191, + "n_ref": 11745 + }, + "8": { + "Dice": 0.7031019202363368, + "FN": 6256, + "FP": 3191, + "IoU": 0.5421412300683371, + "TN": 225127, + "TP": 11186, + "n_pred": 14377, + "n_ref": 17442 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 245760, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0320.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0320.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.14130434782608695, + "FN": 0, + "FP": 474, + "IoU": 0.07602339181286549, + "TN": 278015, + "TP": 39, + "n_pred": 513, + "n_ref": 39 + }, + "10": { + "Dice": 0.818332844718069, + "FN": 1704, + "FP": 2014, + "IoU": 0.6925239827985445, + "TN": 266436, + "TP": 8374, + "n_pred": 10388, + "n_ref": 10078 + }, + "11": { + "Dice": 0.0, + "FN": 12, + "FP": 2, + "IoU": 0.0, + "TN": 278514, + "TP": 0, + "n_pred": 2, + "n_ref": 12 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6559353970390309, + "FN": 1358, + "FP": 5033, + "IoU": 0.48802371224865815, + "TN": 266045, + "TP": 6092, + "n_pred": 11125, + "n_ref": 7450 + }, + "14": { + "Dice": 0.9285095737515635, + "FN": 700, + "FP": 786, + "IoU": 0.866558908045977, + "TN": 267392, + "TP": 9650, + "n_pred": 10436, + "n_ref": 10350 + }, + "15": { + "Dice": 0.9028388644542183, + "FN": 875, + "FP": 1069, + "IoU": 0.8228862973760933, + "TN": 267552, + "TP": 9032, + "n_pred": 10101, + "n_ref": 9907 + }, + "2": { + "Dice": 0.9763173475429248, + "FN": 47, + "FP": 353, + "IoU": 0.9537304800462695, + "TN": 269883, + "TP": 8245, + "n_pred": 8598, + "n_ref": 8292 + }, + "3": { + "Dice": 0.9717215148007277, + "FN": 255, + "FP": 429, + "IoU": 0.9449983917658411, + "TN": 266092, + "TP": 11752, + "n_pred": 12181, + "n_ref": 12007 + }, + "4": { + "Dice": 0.9498071938807763, + "FN": 414, + "FP": 1174, + "IoU": 0.9044122073075302, + "TN": 261915, + "TP": 15025, + "n_pred": 16199, + "n_ref": 15439 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9411696828663192, + "FN": 1872, + "FP": 1187, + "IoU": 0.8888767800058123, + "TN": 251000, + "TP": 24469, + "n_pred": 25656, + "n_ref": 26341 + }, + "7": { + "Dice": 0.8844509186598374, + "FN": 1257, + "FP": 1202, + "IoU": 0.7928390901432182, + "TN": 266658, + "TP": 9411, + "n_pred": 10613, + "n_ref": 10668 + }, + "8": { + "Dice": 0.9485334809075816, + "FN": 15, + "FP": 264, + "IoU": 0.9021052631578947, + "TN": 275678, + "TP": 2571, + "n_pred": 2835, + "n_ref": 2586 + }, + "9": { + "Dice": 0.9311430925037554, + "FN": 304, + "FP": 1117, + "IoU": 0.8711578565599782, + "TN": 267499, + "TP": 9608, + "n_pred": 10725, + "n_ref": 9912 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0358.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0358.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9401292175161522, + "FN": 668, + "FP": 166, + "IoU": 0.8870224871308588, + "TN": 271146, + "TP": 6548, + "n_pred": 6714, + "n_ref": 7216 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 278521, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 362, + "IoU": 0.0, + "TN": 278166, + "TP": 0, + "n_pred": 362, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.09987357774968394, + "FN": 2131, + "FP": 4989, + "IoU": 0.05256154357950765, + "TN": 271013, + "TP": 395, + "n_pred": 5384, + "n_ref": 2526 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.49146686210867974, + "FN": 9705, + "FP": 9, + "IoU": 0.32579122709605773, + "TN": 264120, + "TP": 4694, + "n_pred": 4703, + "n_ref": 14399 + }, + "3": { + "Dice": 0.6138622531634484, + "FN": 131, + "FP": 8688, + "IoU": 0.4428580453597827, + "TN": 262699, + "TP": 7010, + "n_pred": 15698, + "n_ref": 7141 + }, + "4": { + "Dice": 0.6637443765140154, + "FN": 2751, + "FP": 164, + "IoU": 0.4967196132596685, + "TN": 272736, + "TP": 2877, + "n_pred": 3041, + "n_ref": 5628 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9204977960310857, + "FN": 1061, + "FP": 3430, + "IoU": 0.8527058051820269, + "TN": 248038, + "TP": 25999, + "n_pred": 29429, + "n_ref": 27060 + }, + "7": { + "Dice": 0.9017347447763676, + "FN": 1625, + "FP": 148, + "IoU": 0.8210536939846589, + "TN": 268620, + "TP": 8135, + "n_pred": 8283, + "n_ref": 9760 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9287434480804646, + "FN": 345, + "FP": 1164, + "IoU": 0.8669664110023804, + "TN": 267185, + "TP": 9834, + "n_pred": 10998, + "n_ref": 10179 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0362.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0362.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9611362572186671, + "FN": 464, + "FP": 34, + "IoU": 0.9251802884615384, + "TN": 271872, + "TP": 6158, + "n_pred": 6192, + "n_ref": 6622 + }, + "10": { + "Dice": 0.5274809160305344, + "FN": 90, + "FP": 1148, + "IoU": 0.35821669258683253, + "TN": 276599, + "TP": 691, + "n_pred": 1839, + "n_ref": 781 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6201342281879194, + "FN": 88, + "FP": 195, + "IoU": 0.4494163424124514, + "TN": 278014, + "TP": 231, + "n_pred": 426, + "n_ref": 319 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9355158366058649, + "FN": 1343, + "FP": 414, + "IoU": 0.8788442973382982, + "TN": 264026, + "TP": 12745, + "n_pred": 13159, + "n_ref": 14088 + }, + "15": { + "Dice": 0.8816137209427755, + "FN": 1789, + "FP": 406, + "IoU": 0.7882908950617284, + "TN": 268160, + "TP": 8173, + "n_pred": 8579, + "n_ref": 9962 + }, + "2": { + "Dice": 0.8615914825527725, + "FN": 2130, + "FP": 119, + "IoU": 0.756838577143475, + "TN": 269279, + "TP": 7000, + "n_pred": 7119, + "n_ref": 9130 + }, + "3": { + "Dice": 0.967507902782816, + "FN": 410, + "FP": 844, + "IoU": 0.9370608311584019, + "TN": 258604, + "TP": 18670, + "n_pred": 19514, + "n_ref": 19080 + }, + "4": { + "Dice": 0.958355795148248, + "FN": 64, + "FP": 554, + "IoU": 0.9200414025100272, + "TN": 270799, + "TP": 7111, + "n_pred": 7665, + "n_ref": 7175 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9782937513505019, + "FN": 966, + "FP": 139, + "IoU": 0.9575098054295162, + "TN": 252522, + "TP": 24901, + "n_pred": 25040, + "n_ref": 25867 + }, + "7": { + "Dice": 0.9140007671653241, + "FN": 1843, + "FP": 399, + "IoU": 0.8416219270980503, + "TN": 264372, + "TP": 11914, + "n_pred": 12313, + "n_ref": 13757 + }, + "8": { + "Dice": 0.9795102448775612, + "FN": 69, + "FP": 177, + "IoU": 0.9598432908912831, + "TN": 272402, + "TP": 5880, + "n_pred": 6057, + "n_ref": 5949 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0378.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0378.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9782597730138713, + "FN": 154, + "FP": 277, + "IoU": 0.9574447077409163, + "TN": 268400, + "TP": 9697, + "n_pred": 9974, + "n_ref": 9851 + }, + "10": { + "Dice": 0.8588394977943672, + "FN": 493, + "FP": 1171, + "IoU": 0.752601843592031, + "TN": 271802, + "TP": 5062, + "n_pred": 6233, + "n_ref": 5555 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8907756257185814, + "FN": 535, + "FP": 700, + "IoU": 0.8030617126455111, + "TN": 272257, + "TP": 5036, + "n_pred": 5736, + "n_ref": 5571 + }, + "14": { + "Dice": 0.5814602132895816, + "FN": 3099, + "FP": 2003, + "IoU": 0.40990053203793664, + "TN": 269882, + "TP": 3544, + "n_pred": 5547, + "n_ref": 6643 + }, + "15": { + "Dice": 0.6419753086419753, + "FN": 300, + "FP": 77, + "IoU": 0.4727272727272727, + "TN": 277813, + "TP": 338, + "n_pred": 415, + "n_ref": 638 + }, + "2": { + "Dice": 0.930810961190708, + "FN": 451, + "FP": 2036, + "IoU": 0.8705766028309742, + "TN": 259312, + "TP": 16729, + "n_pred": 18765, + "n_ref": 17180 + }, + "3": { + "Dice": 0.9140962093927183, + "FN": 2049, + "FP": 360, + "IoU": 0.8417837908840142, + "TN": 263302, + "TP": 12817, + "n_pred": 13177, + "n_ref": 14866 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.9400269974930899, + "FN": 383, + "FP": 550, + "IoU": 0.8868405093996361, + "TN": 270283, + "TP": 7312, + "n_pred": 7862, + "n_ref": 7695 + }, + "6": { + "Dice": 0.9489803430759037, + "FN": 280, + "FP": 413, + "IoU": 0.9029139815074251, + "TN": 271390, + "TP": 6445, + "n_pred": 6858, + "n_ref": 6725 + }, + "7": { + "Dice": 0.8397399584580939, + "FN": 5040, + "FP": 901, + "IoU": 0.723751511206175, + "TN": 257022, + "TP": 15565, + "n_pred": 16466, + "n_ref": 20605 + }, + "8": { + "Dice": 0.9785740007202016, + "FN": 114, + "FP": 124, + "IoU": 0.9580468887713731, + "TN": 272855, + "TP": 5435, + "n_pred": 5559, + "n_ref": 5549 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 278528, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0402.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2873392/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset516_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500__unc-random-label__seed-12345/gt_segmentations/amos_0402.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": 0.6621348608650637, + "FN": 1105.976888888889, + "FP": 1044.2062222222223, + "IoU": 0.5728690377499925, + "TN": 265675.2293333333, + "TP": 5241.254222222222, + "n_pred": 6285.460444444444, + "n_ref": 6347.231111111111 + }, + "mean": { + "1": { + "Dice": 0.6504340356732767, + "FN": 921.9800000000001, + "FP": 633.4200000000001, + "IoU": 0.5953392226998199, + "TN": 265996.63999999996, + "TP": 5514.626666666666, + "n_pred": 6148.046666666667, + "n_ref": 6436.606666666667 + }, + "10": { + "Dice": 0.5761739955022375, + "FN": 1359.8066666666666, + "FP": 1294.18, + "IoU": 0.47621174976899994, + "TN": 266035.12666666665, + "TP": 4377.553333333334, + "n_pred": 5671.733333333333, + "n_ref": 5737.359999999999 + }, + "11": { + "Dice": 0.5839825319771427, + "FN": 288.84000000000003, + "FP": 257.0666666666667, + "IoU": 0.4656754823779684, + "TN": 271845.9, + "TP": 674.86, + "n_pred": 931.9266666666666, + "n_ref": 963.7 + }, + "12": { + "Dice": 0.513561948872944, + "FN": 379.2666666666667, + "FP": 213.92000000000002, + "IoU": 0.4061247041404429, + "TN": 271805.7333333333, + "TP": 667.7466666666667, + "n_pred": 881.6666666666667, + "n_ref": 1047.0133333333335 + }, + "13": { + "Dice": 0.5773774909651835, + "FN": 1672.0, + "FP": 1224.2999999999997, + "IoU": 0.4579144022093858, + "TN": 266557.11333333334, + "TP": 3613.253333333333, + "n_pred": 4837.553333333334, + "n_ref": 5285.253333333333 + }, + "14": { + "Dice": 0.6647530440476181, + "FN": 1080.0466666666666, + "FP": 1395.48, + "IoU": 0.5867703416475922, + "TN": 264961.6, + "TP": 5629.54, + "n_pred": 7025.0199999999995, + "n_ref": 6709.586666666667 + }, + "15": { + "Dice": 0.6214167164133302, + "FN": 1000.9399999999999, + "FP": 1165.4466666666665, + "IoU": 0.5228406507969189, + "TN": 266912.64, + "TP": 3987.6400000000003, + "n_pred": 5153.086666666667, + "n_ref": 4988.58 + }, + "2": { + "Dice": 0.6952744856495654, + "FN": 1607.8, + "FP": 925.4066666666668, + "IoU": 0.6211147425361571, + "TN": 264876.2533333333, + "TP": 5657.206666666667, + "n_pred": 6582.613333333333, + "n_ref": 7265.006666666666 + }, + "3": { + "Dice": 0.7171180918202634, + "FN": 970.0533333333335, + "FP": 1606.0066666666667, + "IoU": 0.6450639619274715, + "TN": 263282.57999999996, + "TP": 7208.026666666667, + "n_pred": 8814.033333333335, + "n_ref": 8178.08 + }, + "4": { + "Dice": 0.5762180506731196, + "FN": 608.9466666666666, + "FP": 631.8266666666667, + "IoU": 0.5082402087726221, + "TN": 268395.4733333333, + "TP": 3430.4200000000005, + "n_pred": 4062.246666666667, + "n_ref": 4039.3666666666663 + }, + "5": { + "Dice": 0.6634822284867813, + "FN": 778.1466666666668, + "FP": 491.64, + "IoU": 0.548910008701743, + "TN": 269698.12, + "TP": 2098.7599999999998, + "n_pred": 2590.4, + "n_ref": 2876.9066666666668 + }, + "6": { + "Dice": 0.8526910932333722, + "FN": 2099.233333333333, + "FP": 2556.686666666667, + "IoU": 0.7717175486397017, + "TN": 251110.42666666667, + "TP": 17300.32, + "n_pred": 19857.006666666664, + "n_ref": 19399.553333333333 + }, + "7": { + "Dice": 0.6040798080098402, + "FN": 2388.04, + "FP": 1826.5666666666664, + "IoU": 0.5060684485242115, + "TN": 262387.96, + "TP": 6464.1, + "n_pred": 8290.666666666668, + "n_ref": 8852.14 + }, + "8": { + "Dice": 0.873074621728448, + "FN": 666.14, + "FP": 623.4266666666666, + "IoU": 0.8116486656533863, + "TN": 264791.1333333334, + "TP": 6985.966666666667, + "n_pred": 7609.393333333333, + "n_ref": 7652.106666666667 + }, + "9": { + "Dice": 0.7623847699228311, + "FN": 768.4133333333333, + "FP": 817.72, + "IoU": 0.669395427853468, + "TN": 266471.74000000005, + "TP": 5008.793333333333, + "n_pred": 5826.513333333333, + "n_ref": 5777.206666666667 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/loop_000/summary.json b/nnActive_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/loop_000/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3581685a55a2a799985ff5fabba1f758df0309ac --- /dev/null +++ b/nnActive_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/loop_000/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.6747921810234594, + "FN": 43355.837333333344, + "FP": 36258.210666666666, + "IoU": 0.5509574139363196, + "TN": 96234112.09866668, + "TP": 143234.69333333333, + "n_pred": 179492.904, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.7692850254341423, + "FN": 42878.46, + "FP": 38827.04, + "IoU": 0.6597305978713895, + "TN": 96223845.66, + "TP": 151409.68, + "n_pred": 190236.72, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.6545207195978839, + "FN": 25574.7, + "FP": 20215.88, + "IoU": 0.5136225278875467, + "TN": 96362522.4, + "TP": 48647.86, + "n_pred": 68863.74, + "n_ref": 74222.56 + }, + "11": { + "Dice": 0.6517005284545248, + "FN": 1547.86, + "FP": 457.7, + "IoU": 0.5054301298583833, + "TN": 96452802.76, + "TP": 2152.52, + "n_pred": 2610.22, + "n_ref": 3700.38 + }, + "12": { + "Dice": 0.6275294214849358, + "FN": 1863.52, + "FP": 721.54, + "IoU": 0.48158010251070005, + "TN": 96452002.64, + "TP": 2373.14, + "n_pred": 3094.68, + "n_ref": 4236.66 + }, + "13": { + "Dice": 0.5276710722660676, + "FN": 30009.1, + "FP": 16324.26, + "IoU": 0.38425518705989636, + "TN": 96382778.44, + "TP": 27849.04, + "n_pred": 44173.3, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.6543430465728355, + "FN": 69414.82, + "FP": 19377.68, + "IoU": 0.5346549155015172, + "TN": 96299225.02, + "TP": 68943.32, + "n_pred": 88321.0, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.593892951171013, + "FN": 30501.42, + "FP": 7537.16, + "IoU": 0.46437418313467904, + "TN": 96395376.64, + "TP": 23545.62, + "n_pred": 31082.78, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.6339135917711389, + "FN": 52384.66, + "FP": 56151.94, + "IoU": 0.4900692377134602, + "TN": 96243967.2, + "TP": 104457.04, + "n_pred": 160608.98, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.5608275524943419, + "FN": 65649.28, + "FP": 56763.6, + "IoU": 0.4218717089680689, + "TN": 96236794.66, + "TP": 97753.3, + "n_pred": 154516.9, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.5903158561183194, + "FN": 11066.56, + "FP": 3702.28, + "IoU": 0.4898967752179275, + "TN": 96426681.06, + "TP": 15510.94, + "n_pred": 19213.22, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.6189261627459538, + "FN": 10204.66, + "FP": 1590.96, + "IoU": 0.48662290624753124, + "TN": 96438217.72, + "TP": 6947.5, + "n_pred": 8538.46, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.8784855440548693, + "FN": 113586.34, + "FP": 257875.58, + "IoU": 0.79498598540293, + "TN": 94839861.64, + "TP": 1245637.28, + "n_pred": 1503512.86, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.6269809155983591, + "FN": 159627.98, + "FP": 48787.1, + "IoU": 0.4886139122654624, + "TN": 96069249.08, + "TP": 179296.68, + "n_pred": 228083.78, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.9096575545764677, + "FN": 19908.18, + "FP": 7068.0, + "IoU": 0.83843467317417, + "TN": 96317523.66, + "TP": 112461.0, + "n_pred": 119529.0, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.8238327730110377, + "FN": 16120.02, + "FP": 8472.44, + "IoU": 0.7102183662311304, + "TN": 96370832.9, + "TP": 61535.48, + "n_pred": 70007.92, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.8296341867398609, + "FN": 5035, + "FP": 30965, + "IoU": 0.708867413367838, + "TN": 119469665, + "TP": 87655, + "n_pred": 118620, + "n_ref": 92690 + }, + "10": { + "Dice": 0.6168299624713498, + "FN": 26355, + "FP": 34497, + "IoU": 0.4459538203802171, + "TN": 119483488, + "TP": 48980, + "n_pred": 83477, + "n_ref": 75335 + }, + "11": { + "Dice": 0.7578233389856637, + "FN": 1088, + "FP": 483, + "IoU": 0.6100769421692728, + "TN": 119589291, + "TP": 2458, + "n_pred": 2941, + "n_ref": 3546 + }, + "12": { + "Dice": 0.7784043191361728, + "FN": 1221, + "FP": 626, + "IoU": 0.6372029070909448, + "TN": 119588229, + "TP": 3244, + "n_pred": 3870, + "n_ref": 4465 + }, + "13": { + "Dice": 0.35152689490178246, + "FN": 34978, + "FP": 30617, + "IoU": 0.21324393695876412, + "TN": 119509946, + "TP": 17779, + "n_pred": 48396, + "n_ref": 52757 + }, + "14": { + "Dice": 0.4398145677904126, + "FN": 177421, + "FP": 1058, + "IoU": 0.28189890682899943, + "TN": 119344777, + "TP": 70064, + "n_pred": 71122, + "n_ref": 247485 + }, + "15": { + "Dice": 0.11645172436334432, + "FN": 26628, + "FP": 67985, + "IoU": 0.061825717912105345, + "TN": 119492472, + "TP": 6235, + "n_pred": 74220, + "n_ref": 32863 + }, + "2": { + "Dice": 0.7975688826461367, + "FN": 6225, + "FP": 62087, + "IoU": 0.6632969416171723, + "TN": 119390435, + "TP": 134573, + "n_pred": 196660, + "n_ref": 140798 + }, + "3": { + "Dice": 0.7529436162947443, + "FN": 65089, + "FP": 4006, + "IoU": 0.6037767226351042, + "TN": 119418936, + "TP": 105289, + "n_pred": 109295, + "n_ref": 170378 + }, + "4": { + "Dice": 0.7064688113827311, + "FN": 34904, + "FP": 662, + "IoU": 0.5461552203761836, + "TN": 119514954, + "TP": 42800, + "n_pred": 43462, + "n_ref": 77704 + }, + "5": { + "Dice": 0.003437341789016494, + "FN": 64135, + "FP": 10665, + "IoU": 0.0017216298095530437, + "TN": 119518391, + "TP": 129, + "n_pred": 10794, + "n_ref": 64264 + }, + "6": { + "Dice": 0.9459045143341376, + "FN": 42260, + "FP": 88094, + "IoU": 0.8973613180181854, + "TN": 118323292, + "TP": 1139674, + "n_pred": 1227768, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 96585, + "IoU": 0.0, + "TN": 119496735, + "TP": 0, + "n_pred": 96585, + "n_ref": 0 + }, + "8": { + "Dice": 0.8225988531052045, + "FN": 67172, + "FP": 27430, + "IoU": 0.6986564054865035, + "TN": 119279386, + "TP": 219332, + "n_pred": 246762, + "n_ref": 286504 + }, + "9": { + "Dice": 0.7673144999496503, + "FN": 27005, + "FP": 3034, + "IoU": 0.6224738588377237, + "TN": 119513752, + "TP": 49529, + "n_pred": 52563, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.828540256815051, + "FN": 23768, + "FP": 44438, + "IoU": 0.707271642610976, + "TN": 72592659, + "TP": 164795, + "n_pred": 209233, + "n_ref": 188563 + }, + "10": { + "Dice": 0.7277420078834042, + "FN": 16571, + "FP": 22247, + "IoU": 0.5720082030474762, + "TN": 72734962, + "TP": 51880, + "n_pred": 74127, + "n_ref": 68451 + }, + "11": { + "Dice": 0.723813689044391, + "FN": 592, + "FP": 671, + "IoU": 0.5671692940370117, + "TN": 72822742, + "TP": 1655, + "n_pred": 2326, + "n_ref": 2247 + }, + "12": { + "Dice": 0.7288422477995937, + "FN": 721, + "FP": 881, + "IoU": 0.5733688415446072, + "TN": 72821905, + "TP": 2153, + "n_pred": 3034, + "n_ref": 2874 + }, + "13": { + "Dice": 0.6269896193771626, + "FN": 23003, + "FP": 9337, + "IoU": 0.4566532258064516, + "TN": 72766140, + "TP": 27180, + "n_pred": 36517, + "n_ref": 50183 + }, + "14": { + "Dice": 0.8902300528894513, + "FN": 8298, + "FP": 8617, + "IoU": 0.8021753113852991, + "TN": 72740155, + "TP": 68590, + "n_pred": 77207, + "n_ref": 76888 + }, + "15": { + "Dice": 0.6484880314002985, + "FN": 19020, + "FP": 6414, + "IoU": 0.47982411289497906, + "TN": 72776765, + "TP": 23461, + "n_pred": 29875, + "n_ref": 42481 + }, + "2": { + "Dice": 0.7159814568714254, + "FN": 8965, + "FP": 91696, + "IoU": 0.5576099042361968, + "TN": 72598121, + "TP": 126878, + "n_pred": 218574, + "n_ref": 135843 + }, + "3": { + "Dice": 0.42629352822716393, + "FN": 92325, + "FP": 1402, + "IoU": 0.27088503216672244, + "TN": 72697111, + "TP": 34822, + "n_pred": 36224, + "n_ref": 127147 + }, + "4": { + "Dice": 0.7408162042308384, + "FN": 8467, + "FP": 4508, + "IoU": 0.5883304778221968, + "TN": 72794142, + "TP": 18543, + "n_pred": 23051, + "n_ref": 27010 + }, + "5": { + "Dice": 0.7988977185337093, + "FN": 2406, + "FP": 732, + "IoU": 0.6651371251734073, + "TN": 72816289, + "TP": 6233, + "n_pred": 6965, + "n_ref": 8639 + }, + "6": { + "Dice": 0.9423618392947299, + "FN": 43073, + "FP": 99403, + "IoU": 0.8910058981479356, + "TN": 71518470, + "TP": 1164714, + "n_pred": 1264117, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.683639629514897, + "FN": 96538, + "FP": 35203, + "IoU": 0.5193407860363976, + "TN": 72551576, + "TP": 142343, + "n_pred": 177546, + "n_ref": 238881 + }, + "8": { + "Dice": 0.9281502321246592, + "FN": 4914, + "FP": 3335, + "IoU": 0.8659331372198475, + "TN": 72764131, + "TP": 53280, + "n_pred": 56615, + "n_ref": 58194 + }, + "9": { + "Dice": 0.8385209518250553, + "FN": 16212, + "FP": 7580, + "IoU": 0.7219423829836966, + "TN": 72740095, + "TP": 61773, + "n_pred": 69353, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.852826105223463, + "FN": 51980, + "FP": 19831, + "IoU": 0.7434148467871027, + "TN": 71529616, + "TP": 208061, + "n_pred": 227892, + "n_ref": 260041 + }, + "10": { + "Dice": 0.8186284508733179, + "FN": 23485, + "FP": 7636, + "IoU": 0.692947490972236, + "TN": 71708134, + "TP": 70233, + "n_pred": 77869, + "n_ref": 93718 + }, + "11": { + "Dice": 0.6544715447154471, + "FN": 1437, + "FP": 603, + "IoU": 0.486404833836858, + "TN": 71805516, + "TP": 1932, + "n_pred": 2535, + "n_ref": 3369 + }, + "12": { + "Dice": 0.5540642113175132, + "FN": 3929, + "FP": 224, + "IoU": 0.38318728649933165, + "TN": 71802755, + "TP": 2580, + "n_pred": 2804, + "n_ref": 6509 + }, + "13": { + "Dice": 0.6851851851851852, + "FN": 23090, + "FP": 14412, + "IoU": 0.5211267605633803, + "TN": 71731175, + "TP": 40811, + "n_pred": 55223, + "n_ref": 63901 + }, + "14": { + "Dice": 0.17147019222856622, + "FN": 473204, + "FP": 5, + "IoU": 0.09377489582056625, + "TN": 71287312, + "TP": 48967, + "n_pred": 48972, + "n_ref": 522171 + }, + "15": { + "Dice": 0.06518875502008033, + "FN": 174576, + "FP": 0, + "IoU": 0.03369256571627838, + "TN": 71628825, + "TP": 6087, + "n_pred": 6087, + "n_ref": 180663 + }, + "2": { + "Dice": 0.6827371500104109, + "FN": 10798, + "FP": 115669, + "IoU": 0.5182998594515946, + "TN": 71546945, + "TP": 136076, + "n_pred": 251745, + "n_ref": 146874 + }, + "3": { + "Dice": 0.4830551094239224, + "FN": 125443, + "FP": 2017, + "IoU": 0.31843945843047505, + "TN": 71622476, + "TP": 59552, + "n_pred": 61569, + "n_ref": 184995 + }, + "4": { + "Dice": 0.7611354853706017, + "FN": 877, + "FP": 7344, + "IoU": 0.614381537595572, + "TN": 71788169, + "TP": 13098, + "n_pred": 20442, + "n_ref": 13975 + }, + "5": { + "Dice": 0.8472032098182677, + "FN": 1369, + "FP": 1868, + "IoU": 0.7349111456883138, + "TN": 71797277, + "TP": 8974, + "n_pred": 10842, + "n_ref": 10343 + }, + "6": { + "Dice": 0.9030123533650555, + "FN": 41412, + "FP": 217816, + "IoU": 0.8231745873666705, + "TN": 70343477, + "TP": 1206783, + "n_pred": 1424599, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.8419919871654379, + "FN": 43053, + "FP": 29041, + "IoU": 0.7271037659786282, + "TN": 71545307, + "TP": 192087, + "n_pred": 221128, + "n_ref": 235140 + }, + "8": { + "Dice": 0.9374417717640733, + "FN": 6272, + "FP": 3733, + "IoU": 0.8822497881555409, + "TN": 71724520, + "TP": 74963, + "n_pred": 78696, + "n_ref": 81235 + }, + "9": { + "Dice": 0.8599184341277384, + "FN": 16677, + "FP": 6611, + "IoU": 0.7542604493125245, + "TN": 71714721, + "TP": 71479, + "n_pred": 78090, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8737660045825645, + "FN": 30005, + "FP": 23215, + "IoU": 0.7758298969289286, + "TN": 135208101, + "TP": 184189, + "n_pred": 207404, + "n_ref": 214194 + }, + "10": { + "Dice": 0.7983582505789774, + "FN": 19292, + "FP": 13968, + "IoU": 0.6643895744831135, + "TN": 135346407, + "TP": 65843, + "n_pred": 79811, + "n_ref": 85135 + }, + "11": { + "Dice": 0.6829124206173387, + "FN": 1235, + "FP": 912, + "IoU": 0.5185019062570083, + "TN": 135441051, + "TP": 2312, + "n_pred": 3224, + "n_ref": 3547 + }, + "12": { + "Dice": 0.590139254798645, + "FN": 3156, + "FP": 111, + "IoU": 0.41857981847303793, + "TN": 135439891, + "TP": 2352, + "n_pred": 2463, + "n_ref": 5508 + }, + "13": { + "Dice": 0.7028653329069092, + "FN": 10904, + "FP": 14181, + "IoU": 0.5418599554370457, + "TN": 135390756, + "TP": 29669, + "n_pred": 43850, + "n_ref": 40573 + }, + "14": { + "Dice": 0.8952155586778082, + "FN": 21955, + "FP": 6385, + "IoU": 0.8103078982597055, + "TN": 135296110, + "TP": 121060, + "n_pred": 127445, + "n_ref": 143015 + }, + "15": { + "Dice": 0.5902748214370181, + "FN": 26341, + "FP": 8307, + "IoU": 0.41871623662047447, + "TN": 135385904, + "TP": 24958, + "n_pred": 33265, + "n_ref": 51299 + }, + "2": { + "Dice": 0.7147973962064348, + "FN": 14464, + "FP": 141205, + "IoU": 0.5561748739821636, + "TN": 135094766, + "TP": 195075, + "n_pred": 336280, + "n_ref": 209539 + }, + "3": { + "Dice": 0.4551163344715318, + "FN": 155224, + "FP": 16319, + "IoU": 0.29459586156984013, + "TN": 135202326, + "TP": 71641, + "n_pred": 87960, + "n_ref": 226865 + }, + "4": { + "Dice": 0.8610977277166482, + "FN": 3777, + "FP": 6890, + "IoU": 0.7560769248359287, + "TN": 135401779, + "TP": 33064, + "n_pred": 39954, + "n_ref": 36841 + }, + "5": { + "Dice": 0.42433468344795716, + "FN": 20239, + "FP": 938, + "IoU": 0.26930508591539576, + "TN": 135416528, + "TP": 7805, + "n_pred": 8743, + "n_ref": 28044 + }, + "6": { + "Dice": 0.9470062412096937, + "FN": 58166, + "FP": 121375, + "IoU": 0.8993464902371573, + "TN": 133661757, + "TP": 1604212, + "n_pred": 1725587, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.8127549341675763, + "FN": 43351, + "FP": 28353, + "IoU": 0.684572172635413, + "TN": 135218187, + "TP": 155619, + "n_pred": 183972, + "n_ref": 198970 + }, + "8": { + "Dice": 0.7668337220264972, + "FN": 104181, + "FP": 8595, + "IoU": 0.6218413004989538, + "TN": 135147286, + "TP": 185448, + "n_pred": 194043, + "n_ref": 289629 + }, + "9": { + "Dice": 0.8340625821118892, + "FN": 25026, + "FP": 4024, + "IoU": 0.7153579337239608, + "TN": 135343452, + "TP": 73008, + "n_pred": 77032, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6425120146035289, + "FN": 107680, + "FP": 57606, + "IoU": 0.4733095405009241, + "TN": 105440185, + "TP": 148534, + "n_pred": 206140, + "n_ref": 256214 + }, + "10": { + "Dice": 0.36263092564957256, + "FN": 34484, + "FP": 56916, + "IoU": 0.22147170807744399, + "TN": 105636604, + "TP": 26001, + "n_pred": 82917, + "n_ref": 60485 + }, + "11": { + "Dice": 0.7201477226097661, + "FN": 714, + "FP": 650, + "IoU": 0.5626803462648284, + "TN": 105750886, + "TP": 1755, + "n_pred": 2405, + "n_ref": 2469 + }, + "12": { + "Dice": 0.6046452595507044, + "FN": 2022, + "FP": 1093, + "IoU": 0.43332726941968347, + "TN": 105748508, + "TP": 2382, + "n_pred": 3475, + "n_ref": 4404 + }, + "13": { + "Dice": 0.2732316468685323, + "FN": 65192, + "FP": 18382, + "IoU": 0.15823294790701423, + "TN": 105654721, + "TP": 15710, + "n_pred": 34092, + "n_ref": 80902 + }, + "14": { + "Dice": 0.769881454082406, + "FN": 69936, + "FP": 5964, + "IoU": 0.6258595617775368, + "TN": 105551140, + "TP": 126965, + "n_pred": 132929, + "n_ref": 196901 + }, + "15": { + "Dice": 0.8182190454917727, + "FN": 5953, + "FP": 3813, + "IoU": 0.6923610017325563, + "TN": 105722260, + "TP": 21979, + "n_pred": 25792, + "n_ref": 27932 + }, + "2": { + "Dice": 0.7989651976560048, + "FN": 43407, + "FP": 11689, + "IoU": 0.6652306794913081, + "TN": 105589426, + "TP": 109483, + "n_pred": 121172, + "n_ref": 152890 + }, + "3": { + "Dice": 0.7050641234190966, + "FN": 16507, + "FP": 113130, + "IoU": 0.5444780210126849, + "TN": 105469415, + "TP": 154953, + "n_pred": 268083, + "n_ref": 171460 + }, + "4": { + "Dice": 0.4694078947368421, + "FN": 28011, + "FP": 1023, + "IoU": 0.30668385987534924, + "TN": 105712128, + "TP": 12843, + "n_pred": 13866, + "n_ref": 40854 + }, + "5": { + "Dice": 0.7742337403438824, + "FN": 3044, + "FP": 2392, + "IoU": 0.6316324456190282, + "TN": 105739248, + "TP": 9321, + "n_pred": 11713, + "n_ref": 12365 + }, + "6": { + "Dice": 0.8919894327894328, + "FN": 101615, + "FP": 245909, + "IoU": 0.8050369366377337, + "TN": 103971493, + "TP": 1434988, + "n_pred": 1680897, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.7724404908680667, + "FN": 60066, + "FP": 62673, + "IoU": 0.6292489163432058, + "TN": 105422950, + "TP": 208316, + "n_pred": 270989, + "n_ref": 268382 + }, + "8": { + "Dice": 0.908830944049366, + "FN": 4129, + "FP": 12832, + "IoU": 0.8328965517241379, + "TN": 105652505, + "TP": 84539, + "n_pred": 97371, + "n_ref": 88668 + }, + "9": { + "Dice": 0.7853859768366791, + "FN": 16454, + "FP": 15437, + "IoU": 0.6466136252825673, + "TN": 105663761, + "TP": 58353, + "n_pred": 73790, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.835402597046066, + "FN": 9810, + "FP": 86120, + "IoU": 0.7173316675162726, + "TN": 96798507, + "TP": 243443, + "n_pred": 329563, + "n_ref": 253253 + }, + "10": { + "Dice": 0.8315215078020585, + "FN": 14896, + "FP": 24686, + "IoU": 0.7116275681188985, + "TN": 97000620, + "TP": 97678, + "n_pred": 122364, + "n_ref": 112574 + }, + "11": { + "Dice": 0.5749862662516023, + "FN": 1991, + "FP": 330, + "IoU": 0.4034952454381907, + "TN": 97133989, + "TP": 1570, + "n_pred": 1900, + "n_ref": 3561 + }, + "12": { + "Dice": 0.764194273429102, + "FN": 608, + "FP": 1805, + "IoU": 0.6183773525225368, + "TN": 97131557, + "TP": 3910, + "n_pred": 5715, + "n_ref": 4518 + }, + "13": { + "Dice": 0.7514112439928463, + "FN": 12293, + "FP": 12588, + "IoU": 0.6018084340241658, + "TN": 97075395, + "TP": 37604, + "n_pred": 50192, + "n_ref": 49897 + }, + "14": { + "Dice": 0.8674331225190783, + "FN": 60034, + "FP": 2451, + "IoU": 0.7659001333752941, + "TN": 96870964, + "TP": 204431, + "n_pred": 206882, + "n_ref": 264465 + }, + "15": { + "Dice": 0.5873007324429126, + "FN": 11467, + "FP": 3859, + "IoU": 0.41572948038580304, + "TN": 97111649, + "TP": 10905, + "n_pred": 14764, + "n_ref": 22372 + }, + "2": { + "Dice": 0.4596710190147965, + "FN": 95722, + "FP": 3678, + "IoU": 0.29842392416767244, + "TN": 96996199, + "TP": 42281, + "n_pred": 45959, + "n_ref": 138003 + }, + "3": { + "Dice": 0.7326487959099605, + "FN": 13511, + "FP": 92278, + "IoU": 0.5780945278195428, + "TN": 96887139, + "TP": 144952, + "n_pred": 237230, + "n_ref": 158463 + }, + "4": { + "Dice": 0.85290001272334, + "FN": 4034, + "FP": 4059, + "IoU": 0.7435271747742038, + "TN": 97106325, + "TP": 23462, + "n_pred": 27521, + "n_ref": 27496 + }, + "5": { + "Dice": 0.7862453531598513, + "FN": 3212, + "FP": 2998, + "IoU": 0.6477794793261868, + "TN": 97120249, + "TP": 11421, + "n_pred": 14419, + "n_ref": 14633 + }, + "6": { + "Dice": 0.8709698767050849, + "FN": 92111, + "FP": 325135, + "IoU": 0.7714319208448417, + "TN": 95312402, + "TP": 1408232, + "n_pred": 1733367, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.9103053629430512, + "FN": 30745, + "FP": 13300, + "IoU": 0.8353765651280135, + "TN": 96870330, + "TP": 223505, + "n_pred": 236805, + "n_ref": 254250 + }, + "8": { + "Dice": 0.9156224976167778, + "FN": 7995, + "FP": 14133, + "IoU": 0.8443761472406445, + "TN": 96995691, + "TP": 120061, + "n_pred": 134194, + "n_ref": 128056 + }, + "9": { + "Dice": 0.8109792800866785, + "FN": 7952, + "FP": 20310, + "IoU": 0.6820564742940713, + "TN": 97048990, + "TP": 60628, + "n_pred": 80938, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7472953514095776, + "FN": 5622, + "FP": 107923, + "IoU": 0.5965455243184855, + "TN": 130485360, + "TP": 167887, + "n_pred": 275810, + "n_ref": 173509 + }, + "10": { + "Dice": 0.7459668911012641, + "FN": 18916, + "FP": 20813, + "IoU": 0.5948542233915624, + "TN": 130668731, + "TP": 58332, + "n_pred": 79145, + "n_ref": 77248 + }, + "11": { + "Dice": 0.7623004024406076, + "FN": 1113, + "FP": 718, + "IoU": 0.6159009859450388, + "TN": 130762025, + "TP": 2936, + "n_pred": 3654, + "n_ref": 4049 + }, + "12": { + "Dice": 0.6542950066960015, + "FN": 1618, + "FP": 189, + "IoU": 0.486209837930054, + "TN": 130763275, + "TP": 1710, + "n_pred": 1899, + "n_ref": 3328 + }, + "13": { + "Dice": 0.47891873512410743, + "FN": 27563, + "FP": 45997, + "IoU": 0.3148541410528669, + "TN": 130659428, + "TP": 33804, + "n_pred": 79801, + "n_ref": 61367 + }, + "14": { + "Dice": 0.9208807717413053, + "FN": 19053, + "FP": 5068, + "IoU": 0.8533633241131949, + "TN": 130602297, + "TP": 140374, + "n_pred": 145442, + "n_ref": 159427 + }, + "15": { + "Dice": 0.8481627346767101, + "FN": 6608, + "FP": 1334, + "IoU": 0.7363563935732307, + "TN": 130736668, + "TP": 22182, + "n_pred": 23516, + "n_ref": 28790 + }, + "2": { + "Dice": 0.6626518023449237, + "FN": 9974, + "FP": 149225, + "IoU": 0.4954968373283981, + "TN": 130451236, + "TP": 156357, + "n_pred": 305582, + "n_ref": 166331 + }, + "3": { + "Dice": 0.14274493200898006, + "FN": 153239, + "FP": 646, + "IoU": 0.07685801184184478, + "TN": 130600095, + "TP": 12812, + "n_pred": 13458, + "n_ref": 166051 + }, + "4": { + "Dice": 0.676863700995328, + "FN": 13275, + "FP": 2633, + "IoU": 0.5115600724615432, + "TN": 130734223, + "TP": 16661, + "n_pred": 19294, + "n_ref": 29936 + }, + "5": { + "Dice": 0.39800948312285805, + "FN": 22831, + "FP": 2815, + "IoU": 0.24844684093306763, + "TN": 130732668, + "TP": 8478, + "n_pred": 11293, + "n_ref": 31309 + }, + "6": { + "Dice": 0.9204998625589411, + "FN": 139944, + "FP": 66845, + "IoU": 0.8527093518866742, + "TN": 129362840, + "TP": 1197163, + "n_pred": 1264008, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.8985702898427828, + "FN": 48185, + "FP": 41524, + "IoU": 0.8158217283920202, + "TN": 130279715, + "TP": 397368, + "n_pred": 438892, + "n_ref": 445553 + }, + "8": { + "Dice": 0.8722188702430442, + "FN": 32892, + "FP": 24925, + "IoU": 0.7733937439004793, + "TN": 130511649, + "TP": 197326, + "n_pred": 222251, + "n_ref": 230218 + }, + "9": { + "Dice": 0.8649964990320853, + "FN": 18024, + "FP": 8198, + "IoU": 0.7621091021256136, + "TN": 130656565, + "TP": 84005, + "n_pred": 92203, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7968978371507329, + "FN": 33458, + "FP": 51864, + "IoU": 0.6623692166452981, + "TN": 71983300, + "TP": 167386, + "n_pred": 219250, + "n_ref": 200844 + }, + "10": { + "Dice": 0.36624548865976425, + "FN": 37141, + "FP": 51186, + "IoU": 0.2241741253765953, + "TN": 72122159, + "TP": 25522, + "n_pred": 76708, + "n_ref": 62663 + }, + "11": { + "Dice": 0.5932892730045755, + "FN": 1520, + "FP": 80, + "IoU": 0.42175641488977234, + "TN": 72233241, + "TP": 1167, + "n_pred": 1247, + "n_ref": 2687 + }, + "12": { + "Dice": 0.6854827441665502, + "FN": 1618, + "FP": 633, + "IoU": 0.5214710884353742, + "TN": 72231304, + "TP": 2453, + "n_pred": 3086, + "n_ref": 4071 + }, + "13": { + "Dice": 0.2791674064481091, + "FN": 57073, + "FP": 11946, + "IoU": 0.16222810254418335, + "TN": 72153624, + "TP": 13365, + "n_pred": 25311, + "n_ref": 70438 + }, + "14": { + "Dice": 0.29170620730396746, + "FN": 50637, + "FP": 62066, + "IoU": 0.17075880539470684, + "TN": 72100097, + "TP": 23208, + "n_pred": 85274, + "n_ref": 73845 + }, + "15": { + "Dice": 0.8038064910299373, + "FN": 6608, + "FP": 3989, + "IoU": 0.6719702832378889, + "TN": 72203703, + "TP": 21708, + "n_pred": 25697, + "n_ref": 28316 + }, + "2": { + "Dice": 0.13403965654359928, + "FN": 117351, + "FP": 11135, + "IoU": 0.07183413999855523, + "TN": 72097578, + "TP": 9944, + "n_pred": 21079, + "n_ref": 127295 + }, + "3": { + "Dice": 0.5130708846004826, + "FN": 10665, + "FP": 288439, + "IoU": 0.34505403067760054, + "TN": 71779323, + "TP": 157581, + "n_pred": 446020, + "n_ref": 168246 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 914, + "IoU": 0.0, + "TN": 72235094, + "TP": 0, + "n_pred": 914, + "n_ref": 0 + }, + "5": { + "Dice": 0.7462755836079269, + "FN": 187, + "FP": 5280, + "IoU": 0.5952469090101429, + "TN": 72222501, + "TP": 8040, + "n_pred": 13320, + "n_ref": 8227 + }, + "6": { + "Dice": 0.712464926757394, + "FN": 223151, + "FP": 816987, + "IoU": 0.5533557427395585, + "TN": 69907224, + "TP": 1288646, + "n_pred": 2105633, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.4795310947863961, + "FN": 179235, + "FP": 168140, + "IoU": 0.31538369061156757, + "TN": 71728607, + "TP": 160026, + "n_pred": 328166, + "n_ref": 339261 + }, + "8": { + "Dice": 0.9290953912755915, + "FN": 5770, + "FP": 3664, + "IoU": 0.8675799727692545, + "TN": 72164765, + "TP": 61809, + "n_pred": 65473, + "n_ref": 67579 + }, + "9": { + "Dice": 0.5644476005921789, + "FN": 26172, + "FP": 10015, + "IoU": 0.3931919174981135, + "TN": 72176373, + "TP": 23448, + "n_pred": 33463, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5470793501847399, + "FN": 14366, + "FP": 109198, + "IoU": 0.37653766587617943, + "TN": 52354930, + "TP": 74626, + "n_pred": 183824, + "n_ref": 88992 + }, + "10": { + "Dice": 0.0, + "FN": 47184, + "FP": 905, + "IoU": 0.0, + "TN": 52505031, + "TP": 0, + "n_pred": 905, + "n_ref": 47184 + }, + "11": { + "Dice": 0.0, + "FN": 2042, + "FP": 0, + "IoU": 0.0, + "TN": 52551078, + "TP": 0, + "n_pred": 0, + "n_ref": 2042 + }, + "12": { + "Dice": 0.05542071197411003, + "FN": 3929, + "FP": 741, + "IoU": 0.028500104014978156, + "TN": 52548313, + "TP": 137, + "n_pred": 878, + "n_ref": 4066 + }, + "13": { + "Dice": 0.3306211230161927, + "FN": 15459, + "FP": 9468, + "IoU": 0.1980503812373323, + "TN": 52522037, + "TP": 6156, + "n_pred": 15624, + "n_ref": 21615 + }, + "14": { + "Dice": 0.04474221750142986, + "FN": 54468, + "FP": 3989, + "IoU": 0.022883027446260824, + "TN": 52493294, + "TP": 1369, + "n_pred": 5358, + "n_ref": 55837 + }, + "15": { + "Dice": 0.0, + "FN": 25269, + "FP": 0, + "IoU": 0.0, + "TN": 52527851, + "TP": 0, + "n_pred": 0, + "n_ref": 25269 + }, + "2": { + "Dice": 0.4020558259916459, + "FN": 91425, + "FP": 38412, + "IoU": 0.2516081803928802, + "TN": 52379632, + "TP": 43651, + "n_pred": 82063, + "n_ref": 135076 + }, + "3": { + "Dice": 0.3012785935470982, + "FN": 112932, + "FP": 26966, + "IoU": 0.1773560940614728, + "TN": 52383061, + "TP": 30161, + "n_pred": 57127, + "n_ref": 143093 + }, + "4": { + "Dice": 0.0, + "FN": 1880, + "FP": 0, + "IoU": 0.0, + "TN": 52551240, + "TP": 0, + "n_pred": 0, + "n_ref": 1880 + }, + "5": { + "Dice": 0.7412797239516915, + "FN": 1341, + "FP": 2108, + "IoU": 0.5889153754469607, + "TN": 52544730, + "TP": 4941, + "n_pred": 7049, + "n_ref": 6282 + }, + "6": { + "Dice": 0.8663769027021724, + "FN": 123708, + "FP": 76521, + "IoU": 0.764254808116843, + "TN": 51703775, + "TP": 649116, + "n_pred": 725637, + "n_ref": 772824 + }, + "7": { + "Dice": 0.33306707577352046, + "FN": 153660, + "FP": 4145, + "IoU": 0.199808325177857, + "TN": 52355911, + "TP": 39404, + "n_pred": 43549, + "n_ref": 193064 + }, + "8": { + "Dice": 0.8827010155185299, + "FN": 9335, + "FP": 4006, + "IoU": 0.7900311624539645, + "TN": 52489582, + "TP": 50197, + "n_pred": 54203, + "n_ref": 59532 + }, + "9": { + "Dice": 0.8040962650458153, + "FN": 21006, + "FP": 6809, + "IoU": 0.6723754107822236, + "TN": 52468221, + "TP": 57084, + "n_pred": 63893, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.785578505088217, + "FN": 28442, + "FP": 115827, + "IoU": 0.6468746710920844, + "TN": 143728701, + "TP": 264280, + "n_pred": 380107, + "n_ref": 292722 + }, + "10": { + "Dice": 0.6172669470277932, + "FN": 52117, + "FP": 5128, + "IoU": 0.44641078456971, + "TN": 144033843, + "TP": 46162, + "n_pred": 51290, + "n_ref": 98279 + }, + "11": { + "Dice": 0.6284332688588008, + "FN": 3370, + "FP": 472, + "IoU": 0.45818643350726274, + "TN": 144130159, + "TP": 3249, + "n_pred": 3721, + "n_ref": 6619 + }, + "12": { + "Dice": 0.6152615261526153, + "FN": 2570, + "FP": 1277, + "IoU": 0.4443160479560884, + "TN": 144130327, + "TP": 3076, + "n_pred": 4353, + "n_ref": 5646 + }, + "13": { + "Dice": 0.5812620863932423, + "FN": 55307, + "FP": 15283, + "IoU": 0.4097036392828472, + "TN": 144017666, + "TP": 48994, + "n_pred": 64277, + "n_ref": 104301 + }, + "14": { + "Dice": 0.3247200811647714, + "FN": 330237, + "FP": 1892, + "IoU": 0.19383034292593887, + "TN": 143725266, + "TP": 79855, + "n_pred": 81747, + "n_ref": 410092 + }, + "15": { + "Dice": 0.8026928026928027, + "FN": 6450, + "FP": 1522, + "IoU": 0.670415081858773, + "TN": 144113062, + "TP": 16216, + "n_pred": 17738, + "n_ref": 22666 + }, + "2": { + "Dice": 0.6801001543830516, + "FN": 6980, + "FP": 116311, + "IoU": 0.5152664852878733, + "TN": 143882902, + "TP": 131057, + "n_pred": 247368, + "n_ref": 138037 + }, + "3": { + "Dice": 0.44532273483695073, + "FN": 123888, + "FP": 1438, + "IoU": 0.28644062971503403, + "TN": 143961615, + "TP": 50309, + "n_pred": 51747, + "n_ref": 174197 + }, + "4": { + "Dice": 0.9216547811511262, + "FN": 4708, + "FP": 3191, + "IoU": 0.8546936222659627, + "TN": 144082889, + "TP": 46462, + "n_pred": 49653, + "n_ref": 51170 + }, + "5": { + "Dice": 0.5508417799485639, + "FN": 19388, + "FP": 1395, + "IoU": 0.38011155188355655, + "TN": 144103723, + "TP": 12744, + "n_pred": 14139, + "n_ref": 32132 + }, + "6": { + "Dice": 0.8111983884105339, + "FN": 95777, + "FP": 492047, + "IoU": 0.6823664945456589, + "TN": 142286614, + "TP": 1262812, + "n_pred": 1754859, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.645651109267196, + "FN": 121839, + "FP": 17806, + "IoU": 0.47672436082393105, + "TN": 143870383, + "TP": 127222, + "n_pred": 145028, + "n_ref": 249061 + }, + "8": { + "Dice": 0.9127070578885023, + "FN": 18388, + "FP": 21921, + "IoU": 0.8394306838008588, + "TN": 143886212, + "TP": 210729, + "n_pred": 232650, + "n_ref": 229117 + }, + "9": { + "Dice": 0.8795087361739168, + "FN": 11605, + "FP": 11097, + "IoU": 0.7849313640971228, + "TN": 144031693, + "TP": 82855, + "n_pred": 93952, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9316842798689912, + "FN": 13180, + "FP": 16272, + "IoU": 0.8721057476854667, + "TN": 111548636, + "TP": 200832, + "n_pred": 217104, + "n_ref": 214012 + }, + "10": { + "Dice": 0.5365772880708235, + "FN": 24940, + "FP": 11441, + "IoU": 0.3666591229566701, + "TN": 111721477, + "TP": 21062, + "n_pred": 32503, + "n_ref": 46002 + }, + "11": { + "Dice": 0.71375, + "FN": 1511, + "FP": 321, + "IoU": 0.5549076773566569, + "TN": 111774804, + "TP": 2284, + "n_pred": 2605, + "n_ref": 3795 + }, + "12": { + "Dice": 0.4761749878028948, + "FN": 3196, + "FP": 25, + "IoU": 0.3124866595517609, + "TN": 111774235, + "TP": 1464, + "n_pred": 1489, + "n_ref": 4660 + }, + "13": { + "Dice": 0.7020556629097554, + "FN": 12797, + "FP": 21278, + "IoU": 0.5408981285619973, + "TN": 111704699, + "TP": 40146, + "n_pred": 61424, + "n_ref": 52943 + }, + "14": { + "Dice": 0.8184175906784439, + "FN": 15767, + "FP": 18050, + "IoU": 0.6926453747296094, + "TN": 111668894, + "TP": 76209, + "n_pred": 94259, + "n_ref": 91976 + }, + "15": { + "Dice": 0.5965981409341613, + "FN": 2998, + "FP": 7461, + "IoU": 0.4251085582366844, + "TN": 111760727, + "TP": 7734, + "n_pred": 15195, + "n_ref": 10732 + }, + "2": { + "Dice": 0.9029481545858246, + "FN": 12023, + "FP": 29742, + "IoU": 0.823067896344434, + "TN": 111542869, + "TP": 194286, + "n_pred": 224028, + "n_ref": 206309 + }, + "3": { + "Dice": 0.6903702510620306, + "FN": 29149, + "FP": 1609, + "IoU": 0.5271491821424179, + "TN": 111713872, + "TP": 34290, + "n_pred": 35899, + "n_ref": 63439 + }, + "4": { + "Dice": 0.8805205368035787, + "FN": 2440, + "FP": 1967, + "IoU": 0.7865446091252543, + "TN": 111758274, + "TP": 16239, + "n_pred": 18206, + "n_ref": 18679 + }, + "5": { + "Dice": 0.3799709562109026, + "FN": 19613, + "FP": 2589, + "IoU": 0.2345457679710395, + "TN": 111749915, + "TP": 6803, + "n_pred": 9392, + "n_ref": 26416 + }, + "6": { + "Dice": 0.9554805189137995, + "FN": 52383, + "FP": 57800, + "IoU": 0.9147560540663071, + "TN": 110486359, + "TP": 1182378, + "n_pred": 1240178, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.5083401793049255, + "FN": 153000, + "FP": 12180, + "IoU": 0.3407882764235429, + "TN": 111528348, + "TP": 85392, + "n_pred": 97572, + "n_ref": 238392 + }, + "8": { + "Dice": 0.8546216695137047, + "FN": 62868, + "FP": 10067, + "IoU": 0.7461479292618155, + "TN": 111491607, + "TP": 214378, + "n_pred": 224445, + "n_ref": 277246 + }, + "9": { + "Dice": 0.8176910102084364, + "FN": 19984, + "FP": 6929, + "IoU": 0.6916051702800569, + "TN": 111691652, + "TP": 60355, + "n_pred": 67284, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7123393226156702, + "FN": 43376, + "FP": 55180, + "IoU": 0.5532042215210532, + "TN": 198867291, + "TP": 122028, + "n_pred": 177208, + "n_ref": 165404 + }, + "10": { + "Dice": 0.7550227805546954, + "FN": 20455, + "FP": 7236, + "IoU": 0.6064550971391214, + "TN": 199017512, + "TP": 42672, + "n_pred": 49908, + "n_ref": 63127 + }, + "11": { + "Dice": 0.7166666666666667, + "FN": 1511, + "FP": 801, + "IoU": 0.5584415584415584, + "TN": 199082639, + "TP": 2924, + "n_pred": 3725, + "n_ref": 4435 + }, + "12": { + "Dice": 0.745727956254272, + "FN": 1153, + "FP": 335, + "IoU": 0.5945504087193461, + "TN": 199084205, + "TP": 2182, + "n_pred": 2517, + "n_ref": 3335 + }, + "13": { + "Dice": 0.33797047970479704, + "FN": 26435, + "FP": 9447, + "IoU": 0.2033480606558469, + "TN": 199042834, + "TP": 9159, + "n_pred": 18606, + "n_ref": 35594 + }, + "14": { + "Dice": 0.5903887078091749, + "FN": 25031, + "FP": 5381, + "IoU": 0.4188308586061266, + "TN": 199035546, + "TP": 21917, + "n_pred": 27298, + "n_ref": 46948 + }, + "15": { + "Dice": 0.2416025900445164, + "FN": 118865, + "FP": 4819, + "IoU": 0.1373993095512083, + "TN": 198944490, + "TP": 19701, + "n_pred": 24520, + "n_ref": 138566 + }, + "2": { + "Dice": 0.7433615633622801, + "FN": 5114, + "FP": 80826, + "IoU": 0.5915476892074295, + "TN": 198877471, + "TP": 124464, + "n_pred": 205290, + "n_ref": 129578 + }, + "3": { + "Dice": 0.5968652979469203, + "FN": 79234, + "FP": 1272, + "IoU": 0.4253798990742525, + "TN": 198947772, + "TP": 59597, + "n_pred": 60869, + "n_ref": 138831 + }, + "4": { + "Dice": 0.6453880764904387, + "FN": 7940, + "FP": 2148, + "IoU": 0.47643761677392565, + "TN": 199068607, + "TP": 9180, + "n_pred": 11328, + "n_ref": 17120 + }, + "5": { + "Dice": 0.4647795055683895, + "FN": 13328, + "FP": 2195, + "IoU": 0.3027444639087275, + "TN": 199065612, + "TP": 6740, + "n_pred": 8935, + "n_ref": 20068 + }, + "6": { + "Dice": 0.8408400637946305, + "FN": 102156, + "FP": 296426, + "IoU": 0.7253874444170386, + "TN": 197636441, + "TP": 1052852, + "n_pred": 1349278, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.7766498803811941, + "FN": 38658, + "FP": 28934, + "IoU": 0.6348549511101507, + "TN": 198902765, + "TP": 117518, + "n_pred": 146452, + "n_ref": 156176 + }, + "8": { + "Dice": 0.9115280133658126, + "FN": 11147, + "FP": 9664, + "IoU": 0.8374381927682609, + "TN": 198959856, + "TP": 107208, + "n_pred": 116872, + "n_ref": 118355 + }, + "9": { + "Dice": 0.8639584748426079, + "FN": 18179, + "FP": 8659, + "IoU": 0.7604990272894394, + "TN": 198975817, + "TP": 85220, + "n_pred": 93879, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8202270351082402, + "FN": 19235, + "FP": 53154, + "IoU": 0.6952414231525413, + "TN": 130837663, + "TP": 165140, + "n_pred": 218294, + "n_ref": 184375 + }, + "10": { + "Dice": 0.662183869401173, + "FN": 20680, + "FP": 42621, + "IoU": 0.49497375181503406, + "TN": 130949850, + "TP": 62041, + "n_pred": 104662, + "n_ref": 82721 + }, + "11": { + "Dice": 0.6508675412611088, + "FN": 1764, + "FP": 711, + "IoU": 0.48243412797992474, + "TN": 131070410, + "TP": 2307, + "n_pred": 3018, + "n_ref": 4071 + }, + "12": { + "Dice": 0.7636363636363637, + "FN": 834, + "FP": 1519, + "IoU": 0.6176470588235294, + "TN": 131069038, + "TP": 3801, + "n_pred": 5320, + "n_ref": 4635 + }, + "13": { + "Dice": 0.448500787495171, + "FN": 59973, + "FP": 14261, + "IoU": 0.28907574292034977, + "TN": 130970773, + "TP": 30185, + "n_pred": 44446, + "n_ref": 90158 + }, + "14": { + "Dice": 0.357071179230314, + "FN": 14981, + "FP": 134941, + "IoU": 0.21733819184146508, + "TN": 130883638, + "TP": 41632, + "n_pred": 176573, + "n_ref": 56613 + }, + "15": { + "Dice": 0.6924712635132121, + "FN": 4295, + "FP": 16386, + "IoU": 0.5296030933697259, + "TN": 131031227, + "TP": 23284, + "n_pred": 39670, + "n_ref": 27579 + }, + "2": { + "Dice": 0.485466242596874, + "FN": 103246, + "FP": 17601, + "IoU": 0.3205384100710121, + "TN": 130897335, + "TP": 57010, + "n_pred": 74611, + "n_ref": 160256 + }, + "3": { + "Dice": 0.5637129726349182, + "FN": 21966, + "FP": 238243, + "IoU": 0.392479331703684, + "TN": 130646879, + "TP": 168104, + "n_pred": 406347, + "n_ref": 190070 + }, + "4": { + "Dice": 0.6888209145342842, + "FN": 33334, + "FP": 2577, + "IoU": 0.5253446475540928, + "TN": 130999535, + "TP": 39746, + "n_pred": 42323, + "n_ref": 73080 + }, + "5": { + "Dice": 0.651054481546573, + "FN": 7290, + "FP": 652, + "IoU": 0.48263956745488895, + "TN": 131059841, + "TP": 7409, + "n_pred": 8061, + "n_ref": 14699 + }, + "6": { + "Dice": 0.7487642440995746, + "FN": 67160, + "FP": 872873, + "IoU": 0.5984197946459276, + "TN": 128734357, + "TP": 1400802, + "n_pred": 2273675, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.42638772306893163, + "FN": 437337, + "FP": 477009, + "IoU": 0.2709611060613309, + "TN": 129821012, + "TP": 339834, + "n_pred": 816843, + "n_ref": 777171 + }, + "8": { + "Dice": 0.9233067380369793, + "FN": 9513, + "FP": 10202, + "IoU": 0.8575392552876312, + "TN": 130936803, + "TP": 118674, + "n_pred": 128876, + "n_ref": 128187 + }, + "9": { + "Dice": 0.6307735289611478, + "FN": 30548, + "FP": 10421, + "IoU": 0.4606787425622663, + "TN": 130999228, + "TP": 34995, + "n_pred": 45416, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7817531507745772, + "FN": 7680, + "FP": 108378, + "IoU": 0.6417034045863742, + "TN": 101293284, + "TP": 207858, + "n_pred": 316236, + "n_ref": 215538 + }, + "10": { + "Dice": 0.713551286425185, + "FN": 15496, + "FP": 8853, + "IoU": 0.5546674957934011, + "TN": 101562524, + "TP": 30327, + "n_pred": 39180, + "n_ref": 45823 + }, + "11": { + "Dice": 0.8506995197327208, + "FN": 885, + "FP": 545, + "IoU": 0.7401889534883721, + "TN": 101611696, + "TP": 4074, + "n_pred": 4619, + "n_ref": 4959 + }, + "12": { + "Dice": 0.735632183908046, + "FN": 2226, + "FP": 120, + "IoU": 0.5818181818181818, + "TN": 101611590, + "TP": 3264, + "n_pred": 3384, + "n_ref": 5490 + }, + "13": { + "Dice": 0.6653364593205966, + "FN": 13401, + "FP": 33562, + "IoU": 0.4985050082224548, + "TN": 101523554, + "TP": 46683, + "n_pred": 80245, + "n_ref": 60084 + }, + "14": { + "Dice": 0.924147100021367, + "FN": 3381, + "FP": 6204, + "IoU": 0.8589902021361109, + "TN": 101549226, + "TP": 58389, + "n_pred": 64593, + "n_ref": 61770 + }, + "15": { + "Dice": 0.7017950842308754, + "FN": 14207, + "FP": 1990, + "IoU": 0.5405888359428183, + "TN": 101581944, + "TP": 19059, + "n_pred": 21049, + "n_ref": 33266 + }, + "2": { + "Dice": 0.6707689639871678, + "FN": 40826, + "FP": 88278, + "IoU": 0.5046293276443571, + "TN": 101356579, + "TP": 131517, + "n_pred": 219795, + "n_ref": 172343 + }, + "3": { + "Dice": 0.5603798942747066, + "FN": 94794, + "FP": 27871, + "IoU": 0.38925539595210235, + "TN": 101416355, + "TP": 78180, + "n_pred": 106051, + "n_ref": 172974 + }, + "4": { + "Dice": 0.46825567246439054, + "FN": 3129, + "FP": 26587, + "IoU": 0.30570093457943925, + "TN": 101574400, + "TP": 13084, + "n_pred": 39671, + "n_ref": 16213 + }, + "5": { + "Dice": 0.6205300709189467, + "FN": 15890, + "FP": 1821, + "IoU": 0.4498322564612326, + "TN": 101585008, + "TP": 14481, + "n_pred": 16302, + "n_ref": 30371 + }, + "6": { + "Dice": 0.8188921450371942, + "FN": 240060, + "FP": 332149, + "IoU": 0.6933254584637252, + "TN": 99751349, + "TP": 1293642, + "n_pred": 1625791, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.8479883938171886, + "FN": 64268, + "FP": 66078, + "IoU": 0.7360936202951954, + "TN": 101123290, + "TP": 363564, + "n_pred": 429642, + "n_ref": 427832 + }, + "8": { + "Dice": 0.926963751598249, + "FN": 30036, + "FP": 1781, + "IoU": 0.8638699326131137, + "TN": 101383475, + "TP": 201908, + "n_pred": 203689, + "n_ref": 231944 + }, + "9": { + "Dice": 0.9099352419904567, + "FN": 6245, + "FP": 8553, + "IoU": 0.8347533807551004, + "TN": 101527649, + "TP": 74753, + "n_pred": 83306, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7739893666533431, + "FN": 70233, + "FP": 12321, + "IoU": 0.6313072216515564, + "TN": 118958302, + "TP": 141356, + "n_pred": 153677, + "n_ref": 211589 + }, + "10": { + "Dice": 0.6469076170777489, + "FN": 26640, + "FP": 32426, + "IoU": 0.47809567568522804, + "TN": 119069038, + "TP": 54108, + "n_pred": 86534, + "n_ref": 80748 + }, + "11": { + "Dice": 0.5083808536374633, + "FN": 2567, + "FP": 278, + "IoU": 0.3408248378127896, + "TN": 119177896, + "TP": 1471, + "n_pred": 1749, + "n_ref": 4038 + }, + "12": { + "Dice": 0.5957553058676655, + "FN": 1749, + "FP": 1489, + "IoU": 0.42425320056899, + "TN": 119176588, + "TP": 2386, + "n_pred": 3875, + "n_ref": 4135 + }, + "13": { + "Dice": 0.4773988662333422, + "FN": 16990, + "FP": 18226, + "IoU": 0.31354164636166937, + "TN": 119130911, + "TP": 16085, + "n_pred": 34311, + "n_ref": 33075 + }, + "14": { + "Dice": 0.18274180702061116, + "FN": 56460, + "FP": 27680, + "IoU": 0.10055907725528344, + "TN": 119088665, + "TP": 9407, + "n_pred": 37087, + "n_ref": 65867 + }, + "15": { + "Dice": 0.500288672491436, + "FN": 7722, + "FP": 18244, + "IoU": 0.33358998049481575, + "TN": 119143248, + "TP": 12998, + "n_pred": 31242, + "n_ref": 20720 + }, + "2": { + "Dice": 0.7275892485451534, + "FN": 68520, + "FP": 25055, + "IoU": 0.5718194755217556, + "TN": 118963671, + "TP": 124966, + "n_pred": 150021, + "n_ref": 193486 + }, + "3": { + "Dice": 0.7608737694413701, + "FN": 33726, + "FP": 68901, + "IoU": 0.6140405639692968, + "TN": 118916311, + "TP": 163274, + "n_pred": 232175, + "n_ref": 197000 + }, + "4": { + "Dice": 0.3493446515715274, + "FN": 33995, + "FP": 804, + "IoU": 0.21163997190820324, + "TN": 119138071, + "TP": 9342, + "n_pred": 10146, + "n_ref": 43337 + }, + "5": { + "Dice": 0.7752031488065008, + "FN": 5511, + "FP": 1571, + "IoU": 0.6329238583942363, + "TN": 119162919, + "TP": 12211, + "n_pred": 13782, + "n_ref": 17722 + }, + "6": { + "Dice": 0.9219376991981021, + "FN": 41500, + "FP": 245946, + "IoU": 0.8551803532247948, + "TN": 117197357, + "TP": 1697409, + "n_pred": 1943355, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.6643233198599503, + "FN": 104756, + "FP": 90155, + "IoU": 0.4973683599763784, + "TN": 118794431, + "TP": 192870, + "n_pred": 283025, + "n_ref": 297626 + }, + "8": { + "Dice": 0.9470465273513339, + "FN": 5824, + "FP": 2713, + "IoU": 0.8994191594896144, + "TN": 119097335, + "TP": 76340, + "n_pred": 79053, + "n_ref": 82164 + }, + "9": { + "Dice": 0.8639630646368854, + "FN": 16283, + "FP": 5521, + "IoU": 0.760506140023286, + "TN": 119091170, + "TP": 69238, + "n_pred": 74759, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 12952, + "IoU": 0.0, + "TN": 61319528, + "TP": 0, + "n_pred": 12952, + "n_ref": 0 + }, + "10": { + "Dice": 0.5349240459429419, + "FN": 16381, + "FP": 15000, + "IoU": 0.3651169377680667, + "TN": 61283052, + "TP": 18047, + "n_pred": 33047, + "n_ref": 34428 + }, + "11": { + "Dice": 0.7886888013505908, + "FN": 1061, + "FP": 441, + "IoU": 0.6511033681765389, + "TN": 61328175, + "TP": 2803, + "n_pred": 3244, + "n_ref": 3864 + }, + "12": { + "Dice": 0.5703846980442725, + "FN": 2196, + "FP": 1802, + "IoU": 0.3989777510523151, + "TN": 61325828, + "TP": 2654, + "n_pred": 4456, + "n_ref": 4850 + }, + "13": { + "Dice": 0.2609225191542394, + "FN": 43484, + "FP": 8703, + "IoU": 0.15003501685695206, + "TN": 61271081, + "TP": 9212, + "n_pred": 17915, + "n_ref": 52696 + }, + "14": { + "Dice": 0.7032285311388261, + "FN": 123212, + "FP": 1167, + "IoU": 0.5422917977647999, + "TN": 61060737, + "TP": 147364, + "n_pred": 148531, + "n_ref": 270576 + }, + "15": { + "Dice": 0.35479732818236775, + "FN": 74166, + "FP": 13348, + "IoU": 0.21565569656556965, + "TN": 61220904, + "TP": 24062, + "n_pred": 37410, + "n_ref": 98228 + }, + "2": { + "Dice": 0.6287081573357424, + "FN": 83692, + "FP": 7550, + "IoU": 0.45847874083042517, + "TN": 61163988, + "TP": 77250, + "n_pred": 84800, + "n_ref": 160942 + }, + "3": { + "Dice": 0.6763747821383497, + "FN": 16103, + "FP": 91593, + "IoU": 0.5110017344872365, + "TN": 61112242, + "TP": 112542, + "n_pred": 204135, + "n_ref": 128645 + }, + "4": { + "Dice": 0.6744129083616546, + "FN": 20162, + "FP": 1106, + "IoU": 0.5087654463563922, + "TN": 61289185, + "TP": 22027, + "n_pred": 23133, + "n_ref": 42189 + }, + "5": { + "Dice": 0.7569001452662162, + "FN": 2580, + "FP": 1269, + "IoU": 0.6088812112590184, + "TN": 61322639, + "TP": 5992, + "n_pred": 7261, + "n_ref": 8572 + }, + "6": { + "Dice": 0.9010943873209406, + "FN": 28042, + "FP": 230567, + "IoU": 0.8199925243116485, + "TN": 59895823, + "TP": 1178048, + "n_pred": 1408615, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.44848927391569426, + "FN": 140964, + "FP": 14626, + "IoU": 0.2890661768401621, + "TN": 61113627, + "TP": 63263, + "n_pred": 77889, + "n_ref": 204227 + }, + "8": { + "Dice": 0.8230227434918862, + "FN": 15900, + "FP": 12619, + "IoU": 0.6992681795174625, + "TN": 61237648, + "TP": 66313, + "n_pred": 78932, + "n_ref": 82213 + }, + "9": { + "Dice": 0.7625191322953145, + "FN": 15797, + "FP": 13838, + "IoU": 0.6161866031186862, + "TN": 61255268, + "TP": 47577, + "n_pred": 61415, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9240859531110298, + "FN": 23158, + "FP": 2144, + "IoU": 0.8588845510317903, + "TN": 148928200, + "TP": 153998, + "n_pred": 156142, + "n_ref": 177156 + }, + "10": { + "Dice": 0.7990568327611914, + "FN": 15192, + "FP": 13783, + "IoU": 0.6653577409482012, + "TN": 149020915, + "TP": 57610, + "n_pred": 71393, + "n_ref": 72802 + }, + "11": { + "Dice": 0.790639364814041, + "FN": 712, + "FP": 290, + "IoU": 0.6537664132688321, + "TN": 149104606, + "TP": 1892, + "n_pred": 2182, + "n_ref": 2604 + }, + "12": { + "Dice": 0.4766633565044687, + "FN": 1377, + "FP": 204, + "IoU": 0.31290743155149936, + "TN": 149105199, + "TP": 720, + "n_pred": 924, + "n_ref": 2097 + }, + "13": { + "Dice": 0.4595694130282664, + "FN": 56126, + "FP": 10294, + "IoU": 0.29833828081258384, + "TN": 149012839, + "TP": 28241, + "n_pred": 38535, + "n_ref": 84367 + }, + "14": { + "Dice": 0.8582877031191115, + "FN": 15633, + "FP": 9937, + "IoU": 0.7517548032581576, + "TN": 149004497, + "TP": 77433, + "n_pred": 87370, + "n_ref": 93066 + }, + "15": { + "Dice": 0.8642438046909914, + "FN": 8068, + "FP": 1349, + "IoU": 0.7609413078797725, + "TN": 149068108, + "TP": 29975, + "n_pred": 31324, + "n_ref": 38043 + }, + "2": { + "Dice": 0.9592368225593647, + "FN": 3964, + "FP": 9043, + "IoU": 0.9216667570025354, + "TN": 148941453, + "TP": 153040, + "n_pred": 162083, + "n_ref": 157004 + }, + "3": { + "Dice": 0.4078408998288369, + "FN": 35067, + "FP": 37585, + "IoU": 0.25615587021736236, + "TN": 149009829, + "TP": 25019, + "n_pred": 62604, + "n_ref": 60086 + }, + "4": { + "Dice": 0.916229944368298, + "FN": 3105, + "FP": 1051, + "IoU": 0.8454099092396965, + "TN": 149080616, + "TP": 22728, + "n_pred": 23779, + "n_ref": 25833 + }, + "5": { + "Dice": 0.15634321339316906, + "FN": 30807, + "FP": 588, + "IoU": 0.08480060634328358, + "TN": 149073196, + "TP": 2909, + "n_pred": 3497, + "n_ref": 33716 + }, + "6": { + "Dice": 0.9560318312836192, + "FN": 57618, + "FP": 38818, + "IoU": 0.9157672234960148, + "TN": 147962625, + "TP": 1048439, + "n_pred": 1087257, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.48986761580416355, + "FN": 179479, + "FP": 19743, + "IoU": 0.3243872000434081, + "TN": 148812624, + "TP": 95654, + "n_pred": 115397, + "n_ref": 275133 + }, + "8": { + "Dice": 0.9176193572982306, + "FN": 24470, + "FP": 12266, + "IoU": 0.8477787952745791, + "TN": 148866167, + "TP": 204597, + "n_pred": 216863, + "n_ref": 229067 + }, + "9": { + "Dice": 0.7991766520193319, + "FN": 25560, + "FP": 5563, + "IoU": 0.6655239118753359, + "TN": 149014450, + "TP": 61927, + "n_pred": 67490, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5901190434828486, + "FN": 285810, + "FP": 32713, + "IoU": 0.4185594824549074, + "TN": 100164983, + "TP": 229294, + "n_pred": 262007, + "n_ref": 515104 + }, + "10": { + "Dice": 0.3227734032402633, + "FN": 21726, + "FP": 48541, + "IoU": 0.1924447202684687, + "TN": 100625788, + "TP": 16745, + "n_pred": 65286, + "n_ref": 38471 + }, + "11": { + "Dice": 0.44466403162055335, + "FN": 2356, + "FP": 454, + "IoU": 0.28589580686149935, + "TN": 100708865, + "TP": 1125, + "n_pred": 1579, + "n_ref": 3481 + }, + "12": { + "Dice": 0.4277330150203919, + "FN": 3723, + "FP": 2030, + "IoU": 0.2720485891433633, + "TN": 100704897, + "TP": 2150, + "n_pred": 4180, + "n_ref": 5873 + }, + "13": { + "Dice": 0.0, + "FN": 39155, + "FP": 733, + "IoU": 0.0, + "TN": 100672912, + "TP": 0, + "n_pred": 733, + "n_ref": 39155 + }, + "14": { + "Dice": 0.47442210245483357, + "FN": 100903, + "FP": 16509, + "IoU": 0.31097861552545714, + "TN": 100542396, + "TP": 52992, + "n_pred": 69501, + "n_ref": 153895 + }, + "15": { + "Dice": 0.5496576209173012, + "FN": 57258, + "FP": 5023, + "IoU": 0.37898473411839784, + "TN": 100612511, + "TP": 38008, + "n_pred": 43031, + "n_ref": 95266 + }, + "2": { + "Dice": 0.17837952072283061, + "FN": 207412, + "FP": 29743, + "IoU": 0.09792353717587363, + "TN": 100449901, + "TP": 25744, + "n_pred": 55487, + "n_ref": 233156 + }, + "3": { + "Dice": 0.5575000755497503, + "FN": 57912, + "FP": 205656, + "IoU": 0.38648187504219034, + "TN": 100283199, + "TP": 166033, + "n_pred": 371689, + "n_ref": 223945 + }, + "4": { + "Dice": 0.0, + "FN": 57652, + "FP": 11, + "IoU": 0.0, + "TN": 100655137, + "TP": 0, + "n_pred": 11, + "n_ref": 57652 + }, + "5": { + "Dice": 0.16872638137064652, + "FN": 14821, + "FP": 1457, + "IoU": 0.09213608477412158, + "TN": 100694870, + "TP": 1652, + "n_pred": 3109, + "n_ref": 16473 + }, + "6": { + "Dice": 0.4485481961312288, + "FN": 1304482, + "FP": 597676, + "IoU": 0.28911513397497013, + "TN": 98037039, + "TP": 773603, + "n_pred": 1371279, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.298024808779273, + "FN": 131250, + "FP": 62121, + "IoU": 0.17510526023914444, + "TN": 100478381, + "TP": 41048, + "n_pred": 103169, + "n_ref": 172298 + }, + "8": { + "Dice": 0.8794017782133856, + "FN": 5509, + "FP": 22053, + "IoU": 0.7847609973995142, + "TN": 100584747, + "TP": 100491, + "n_pred": 122544, + "n_ref": 106000 + }, + "9": { + "Dice": 0.6463870665694763, + "FN": 47319, + "FP": 12350, + "IoU": 0.47752725362287113, + "TN": 100598595, + "TP": 54536, + "n_pred": 66886, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9290586037621096, + "FN": 2983, + "FP": 8448, + "IoU": 0.8675158202174266, + "TN": 78864418, + "TP": 74851, + "n_pred": 83299, + "n_ref": 77834 + }, + "10": { + "Dice": 0.6168940870695256, + "FN": 19956, + "FP": 3628, + "IoU": 0.446020858780419, + "TN": 78908128, + "TP": 18988, + "n_pred": 22616, + "n_ref": 38944 + }, + "11": { + "Dice": 0.4069041498347411, + "FN": 814, + "FP": 801, + "IoU": 0.25541724296911017, + "TN": 78948531, + "TP": 554, + "n_pred": 1355, + "n_ref": 1368 + }, + "12": { + "Dice": 0.2100898410504492, + "FN": 2256, + "FP": 30, + "IoU": 0.11737451737451737, + "TN": 78948110, + "TP": 304, + "n_pred": 334, + "n_ref": 2560 + }, + "13": { + "Dice": 0.30402384500745155, + "FN": 48389, + "FP": 2047, + "IoU": 0.17926186291739896, + "TN": 78889248, + "TP": 11016, + "n_pred": 13063, + "n_ref": 59405 + }, + "14": { + "Dice": 0.5515653940908846, + "FN": 11933, + "FP": 13004, + "IoU": 0.38080103295011547, + "TN": 78910427, + "TP": 15336, + "n_pred": 28340, + "n_ref": 27269 + }, + "15": { + "Dice": 0.8786006488926505, + "FN": 12406, + "FP": 503, + "IoU": 0.7834859615578142, + "TN": 78891078, + "TP": 46713, + "n_pred": 47216, + "n_ref": 59119 + }, + "2": { + "Dice": 0.8377130601648042, + "FN": 25908, + "FP": 2846, + "IoU": 0.7207454815620539, + "TN": 78847733, + "TP": 74213, + "n_pred": 77059, + "n_ref": 100121 + }, + "3": { + "Dice": 0.890670743792293, + "FN": 6033, + "FP": 13274, + "IoU": 0.8028912415391369, + "TN": 78852749, + "TP": 78644, + "n_pred": 91918, + "n_ref": 84677 + }, + "4": { + "Dice": 0.48817518248175185, + "FN": 11276, + "FP": 995, + "IoU": 0.32290459636925456, + "TN": 78932577, + "TP": 5852, + "n_pred": 6847, + "n_ref": 17128 + }, + "5": { + "Dice": 0.14482849257458272, + "FN": 32043, + "FP": 492, + "IoU": 0.0780674412014735, + "TN": 78915410, + "TP": 2755, + "n_pred": 3247, + "n_ref": 34798 + }, + "6": { + "Dice": 0.8480536669813132, + "FN": 130752, + "FP": 75773, + "IoU": 0.736191993214632, + "TN": 78167839, + "TP": 576336, + "n_pred": 652109, + "n_ref": 707088 + }, + "7": { + "Dice": 0.13973760642978814, + "FN": 665616, + "FP": 17693, + "IoU": 0.0751171484801152, + "TN": 78211894, + "TP": 55497, + "n_pred": 73190, + "n_ref": 721113 + }, + "8": { + "Dice": 0.6811864275176645, + "FN": 155648, + "FP": 8592, + "IoU": 0.5165145716808949, + "TN": 78611000, + "TP": 175460, + "n_pred": 184052, + "n_ref": 331108 + }, + "9": { + "Dice": 0.47272683380206887, + "FN": 37466, + "FP": 6217, + "IoU": 0.3095234331779025, + "TN": 78887435, + "TP": 19582, + "n_pred": 25799, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7222937949776056, + "FN": 4674, + "FP": 105692, + "IoU": 0.5653050694583939, + "TN": 104750547, + "TP": 143527, + "n_pred": 249219, + "n_ref": 148201 + }, + "10": { + "Dice": 0.6984132255190086, + "FN": 24139, + "FP": 30352, + "IoU": 0.5365859881278383, + "TN": 104886854, + "TP": 63095, + "n_pred": 93447, + "n_ref": 87234 + }, + "11": { + "Dice": 0.8606245239908606, + "FN": 941, + "FP": 157, + "IoU": 0.7553475935828877, + "TN": 104999952, + "TP": 3390, + "n_pred": 3547, + "n_ref": 4331 + }, + "12": { + "Dice": 0.7746620940084729, + "FN": 993, + "FP": 1241, + "IoU": 0.6322028317418505, + "TN": 104998366, + "TP": 3840, + "n_pred": 5081, + "n_ref": 4833 + }, + "13": { + "Dice": 0.7083678124527786, + "FN": 28596, + "FP": 11933, + "IoU": 0.5484284297667993, + "TN": 104914689, + "TP": 49222, + "n_pred": 61155, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9400501931590672, + "FN": 3408, + "FP": 5096, + "IoU": 0.8868818005267498, + "TN": 104929262, + "TP": 66674, + "n_pred": 71770, + "n_ref": 70082 + }, + "15": { + "Dice": 0.8412343470483006, + "FN": 5550, + "FP": 1550, + "IoU": 0.7259745272095716, + "TN": 104978530, + "TP": 18810, + "n_pred": 20360, + "n_ref": 24360 + }, + "2": { + "Dice": 0.715670993344262, + "FN": 10965, + "FP": 115997, + "IoU": 0.5572333799481773, + "TN": 104717693, + "TP": 159785, + "n_pred": 275782, + "n_ref": 170750 + }, + "3": { + "Dice": 0.3391289322778864, + "FN": 122140, + "FP": 252, + "IoU": 0.2041873923079424, + "TN": 104850645, + "TP": 31403, + "n_pred": 31655, + "n_ref": 153543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 7472, + "IoU": 0.0, + "TN": 104996968, + "TP": 0, + "n_pred": 7472, + "n_ref": 0 + }, + "5": { + "Dice": 0.39910114463612745, + "FN": 21555, + "FP": 4116, + "IoU": 0.249298163527898, + "TN": 104970244, + "TP": 8525, + "n_pred": 12641, + "n_ref": 30080 + }, + "6": { + "Dice": 0.7962501565813778, + "FN": 136194, + "FP": 426592, + "IoU": 0.6614747747921158, + "TN": 103341976, + "TP": 1099678, + "n_pred": 1526270, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.8195489829905405, + "FN": 35461, + "FP": 50248, + "IoU": 0.6942676749661125, + "TN": 104724100, + "TP": 194631, + "n_pred": 244879, + "n_ref": 230092 + }, + "8": { + "Dice": 0.8821448716921155, + "FN": 74514, + "FP": 3419, + "IoU": 0.7891406044962486, + "TN": 104634843, + "TP": 291664, + "n_pred": 295083, + "n_ref": 366178 + }, + "9": { + "Dice": 0.8262330493219728, + "FN": 17819, + "FP": 14037, + "IoU": 0.7039157550352725, + "TN": 104896849, + "TP": 75735, + "n_pred": 89772, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8247330898974091, + "FN": 121680, + "FP": 4315, + "IoU": 0.7017410962633305, + "TN": 177253853, + "TP": 296440, + "n_pred": 300755, + "n_ref": 418120 + }, + "10": { + "Dice": 0.30379890165883483, + "FN": 53180, + "FP": 32899, + "IoU": 0.17910547396528706, + "TN": 177571428, + "TP": 18781, + "n_pred": 51680, + "n_ref": 71961 + }, + "11": { + "Dice": 0.7717081630125109, + "FN": 1628, + "FP": 215, + "IoU": 0.6282775312626059, + "TN": 177671330, + "TP": 3115, + "n_pred": 3330, + "n_ref": 4743 + }, + "12": { + "Dice": 0.6569967899179646, + "FN": 2435, + "FP": 450, + "IoU": 0.489199716713881, + "TN": 177670640, + "TP": 2763, + "n_pred": 3213, + "n_ref": 5198 + }, + "13": { + "Dice": 0.7806098469236499, + "FN": 23105, + "FP": 7236, + "IoU": 0.6401641385690058, + "TN": 177591969, + "TP": 53978, + "n_pred": 61214, + "n_ref": 77083 + }, + "14": { + "Dice": 0.9460099407712482, + "FN": 5728, + "FP": 2321, + "IoU": 0.8975511035307894, + "TN": 177597722, + "TP": 70517, + "n_pred": 72838, + "n_ref": 76245 + }, + "15": { + "Dice": 0.47304718450315564, + "FN": 5855, + "FP": 32719, + "IoU": 0.30979816776409963, + "TN": 177620400, + "TP": 17314, + "n_pred": 50033, + "n_ref": 23169 + }, + "2": { + "Dice": 0.6894173639156076, + "FN": 11133, + "FP": 171980, + "IoU": 0.5260388356550864, + "TN": 177289942, + "TP": 203233, + "n_pred": 375213, + "n_ref": 214366 + }, + "3": { + "Dice": 0.2005982954224756, + "FN": 183944, + "FP": 175, + "IoU": 0.11148055207026349, + "TN": 177469068, + "TP": 23101, + "n_pred": 23276, + "n_ref": 207045 + }, + "4": { + "Dice": 0.6859210129635213, + "FN": 5993, + "FP": 20052, + "IoU": 0.5219785261998715, + "TN": 177621803, + "TP": 28440, + "n_pred": 48492, + "n_ref": 34433 + }, + "5": { + "Dice": 0.5049882012102521, + "FN": 20374, + "FP": 813, + "IoU": 0.3377820841407764, + "TN": 177644294, + "TP": 10807, + "n_pred": 11620, + "n_ref": 31181 + }, + "6": { + "Dice": 0.8119011292346299, + "FN": 187846, + "FP": 561728, + "IoU": 0.6833615864912028, + "TN": 175309001, + "TP": 1617713, + "n_pred": 2179441, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.7796828935210438, + "FN": 71589, + "FP": 96032, + "IoU": 0.6389182691789866, + "TN": 177212069, + "TP": 296598, + "n_pred": 392630, + "n_ref": 368187 + }, + "8": { + "Dice": 0.9081547664117513, + "FN": 13538, + "FP": 24065, + "IoU": 0.8317614424410541, + "TN": 177452778, + "TP": 185907, + "n_pred": 209972, + "n_ref": 199445 + }, + "9": { + "Dice": 0.8464461732564389, + "FN": 24191, + "FP": 16094, + "IoU": 0.7337725848874556, + "TN": 177524970, + "TP": 111033, + "n_pred": 127127, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9129815203768035, + "FN": 27534, + "FP": 2876, + "IoU": 0.8398951236719351, + "TN": 193815597, + "TP": 159528, + "n_pred": 162404, + "n_ref": 187062 + }, + "10": { + "Dice": 0.8655178906577421, + "FN": 15797, + "FP": 6344, + "IoU": 0.7629189420708855, + "TN": 193912145, + "TP": 71249, + "n_pred": 77593, + "n_ref": 87046 + }, + "11": { + "Dice": 0.7248508946322068, + "FN": 1289, + "FP": 95, + "IoU": 0.5684440286872466, + "TN": 194002328, + "TP": 1823, + "n_pred": 1918, + "n_ref": 3112 + }, + "12": { + "Dice": 0.7911863417481395, + "FN": 1239, + "FP": 192, + "IoU": 0.6545147271849349, + "TN": 194001393, + "TP": 2711, + "n_pred": 2903, + "n_ref": 3950 + }, + "13": { + "Dice": 0.707205410837627, + "FN": 22543, + "FP": 14167, + "IoU": 0.5470361778786832, + "TN": 193924491, + "TP": 44334, + "n_pred": 58501, + "n_ref": 66877 + }, + "14": { + "Dice": 0.8871976401179941, + "FN": 8231, + "FP": 8977, + "IoU": 0.797264341003075, + "TN": 193920656, + "TP": 67671, + "n_pred": 76648, + "n_ref": 75902 + }, + "15": { + "Dice": 0.8217227179135209, + "FN": 1810, + "FP": 6502, + "IoU": 0.6973933304208534, + "TN": 193978067, + "TP": 19156, + "n_pred": 25658, + "n_ref": 20966 + }, + "2": { + "Dice": 0.7211740155854318, + "FN": 6190, + "FP": 96428, + "IoU": 0.5639344401619873, + "TN": 193770208, + "TP": 132709, + "n_pred": 229137, + "n_ref": 138899 + }, + "3": { + "Dice": 0.33165674462701544, + "FN": 107619, + "FP": 942, + "IoU": 0.19879406924138543, + "TN": 193870038, + "TP": 26936, + "n_pred": 27878, + "n_ref": 134555 + }, + "4": { + "Dice": 0.9061193268740438, + "FN": 3260, + "FP": 422, + "IoU": 0.8283529905365717, + "TN": 193984084, + "TP": 17769, + "n_pred": 18191, + "n_ref": 21029 + }, + "5": { + "Dice": 0.3304418762746431, + "FN": 21194, + "FP": 3429, + "IoU": 0.19792175640900356, + "TN": 193974836, + "TP": 6076, + "n_pred": 9505, + "n_ref": 27270 + }, + "6": { + "Dice": 0.9014825875046342, + "FN": 59956, + "FP": 229698, + "IoU": 0.8206356833769689, + "TN": 192390643, + "TP": 1325238, + "n_pred": 1554936, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.8001981558158205, + "FN": 94216, + "FP": 19521, + "IoU": 0.6669419285314779, + "TN": 193664042, + "TP": 227756, + "n_pred": 247277, + "n_ref": 321972 + }, + "8": { + "Dice": 0.9295062244779158, + "FN": 25843, + "FP": 6853, + "IoU": 0.8682967110430807, + "TN": 193757280, + "TP": 215559, + "n_pred": 222412, + "n_ref": 241402 + }, + "9": { + "Dice": 0.8441241185744729, + "FN": 25334, + "FP": 1657, + "IoU": 0.7302895857065771, + "TN": 193905461, + "TP": 73083, + "n_pred": 74740, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8131861754795747, + "FN": 2350, + "FP": 49157, + "IoU": 0.6851842796895056, + "TN": 99492190, + "TP": 112103, + "n_pred": 161260, + "n_ref": 114453 + }, + "10": { + "Dice": 0.7668596853340615, + "FN": 23943, + "FP": 5086, + "IoU": 0.621875447760222, + "TN": 99579029, + "TP": 47742, + "n_pred": 52828, + "n_ref": 71685 + }, + "11": { + "Dice": 0.6618653222902413, + "FN": 1804, + "FP": 74, + "IoU": 0.4946178686759957, + "TN": 99652084, + "TP": 1838, + "n_pred": 1912, + "n_ref": 3642 + }, + "12": { + "Dice": 0.7366776601284499, + "FN": 1446, + "FP": 71, + "IoU": 0.5831272327562517, + "TN": 99652161, + "TP": 2122, + "n_pred": 2193, + "n_ref": 3568 + }, + "13": { + "Dice": 0.503690172797313, + "FN": 28335, + "FP": 5356, + "IoU": 0.3366215763876583, + "TN": 99605013, + "TP": 17096, + "n_pred": 22452, + "n_ref": 45431 + }, + "14": { + "Dice": 0.376893771595641, + "FN": 28616, + "FP": 55780, + "IoU": 0.23220524017467248, + "TN": 99545880, + "TP": 25524, + "n_pred": 81304, + "n_ref": 54140 + }, + "15": { + "Dice": 0.6425472483061928, + "FN": 16324, + "FP": 7734, + "IoU": 0.47334778135329786, + "TN": 99610119, + "TP": 21623, + "n_pred": 29357, + "n_ref": 37947 + }, + "2": { + "Dice": 0.7782847339532583, + "FN": 40806, + "FP": 1325, + "IoU": 0.6370426527219001, + "TN": 99539723, + "TP": 73946, + "n_pred": 75271, + "n_ref": 114752 + }, + "3": { + "Dice": 0.8557808903507816, + "FN": 5950, + "FP": 33774, + "IoU": 0.7479169707392295, + "TN": 99498217, + "TP": 117859, + "n_pred": 151633, + "n_ref": 123809 + }, + "4": { + "Dice": 0.7670834876235508, + "FN": 5441, + "FP": 2736, + "IoU": 0.6221698549117457, + "TN": 99634158, + "TP": 13465, + "n_pred": 16201, + "n_ref": 18906 + }, + "5": { + "Dice": 0.8939185470555862, + "FN": 469, + "FP": 1073, + "IoU": 0.8081850976489613, + "TN": 99647761, + "TP": 6497, + "n_pred": 7570, + "n_ref": 6966 + }, + "6": { + "Dice": 0.9494223203456851, + "FN": 73033, + "FP": 63458, + "IoU": 0.9037145360427663, + "TN": 98238234, + "TP": 1281075, + "n_pred": 1344533, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.8011638517294217, + "FN": 27371, + "FP": 41923, + "IoU": 0.6682846966911765, + "TN": 99446904, + "TP": 139602, + "n_pred": 181525, + "n_ref": 166973 + }, + "8": { + "Dice": 0.9652620842749435, + "FN": 4390, + "FP": 2558, + "IoU": 0.9328565906455354, + "TN": 99552320, + "TP": 96532, + "n_pred": 99090, + "n_ref": 100922 + }, + "9": { + "Dice": 0.9261212841326775, + "FN": 12134, + "FP": 1172, + "IoU": 0.8624077099662896, + "TN": 99559094, + "TP": 83400, + "n_pred": 84572, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6067787406033994, + "FN": 251379, + "FP": 2058, + "IoU": 0.4355221659955098, + "TN": 62634544, + "TP": 195539, + "n_pred": 197597, + "n_ref": 446918 + }, + "10": { + "Dice": 0.8458219833615549, + "FN": 13401, + "FP": 7541, + "IoU": 0.7328349450156916, + "TN": 63005134, + "TP": 57444, + "n_pred": 64985, + "n_ref": 70845 + }, + "11": { + "Dice": 0.7572354894828405, + "FN": 1151, + "FP": 384, + "IoU": 0.6093153474166455, + "TN": 63079591, + "TP": 2394, + "n_pred": 2778, + "n_ref": 3545 + }, + "12": { + "Dice": 0.8224329101719428, + "FN": 943, + "FP": 162, + "IoU": 0.6984170305676856, + "TN": 63079856, + "TP": 2559, + "n_pred": 2721, + "n_ref": 3502 + }, + "13": { + "Dice": 0.5153561950356456, + "FN": 20896, + "FP": 25671, + "IoU": 0.3471244707399826, + "TN": 63012194, + "TP": 24759, + "n_pred": 50430, + "n_ref": 45655 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 63083520, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 63083520, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.6655063080641227, + "FN": 3912, + "FP": 116776, + "IoU": 0.4986957316363999, + "TN": 62842772, + "TP": 120060, + "n_pred": 236836, + "n_ref": 123972 + }, + "3": { + "Dice": 0.11112339917276769, + "FN": 120053, + "FP": 508, + "IoU": 0.058830417574182066, + "TN": 62955423, + "TP": 7536, + "n_pred": 8044, + "n_ref": 127589 + }, + "4": { + "Dice": 0.0, + "FN": 18029, + "FP": 6, + "IoU": 0.0, + "TN": 63065485, + "TP": 0, + "n_pred": 6, + "n_ref": 18029 + }, + "5": { + "Dice": 0.43486563906697584, + "FN": 12172, + "FP": 257, + "IoU": 0.27784556388356285, + "TN": 63066309, + "TP": 4782, + "n_pred": 5039, + "n_ref": 16954 + }, + "6": { + "Dice": 0.796482235967153, + "FN": 186415, + "FP": 295627, + "IoU": 0.661795163951909, + "TN": 61658224, + "TP": 943254, + "n_pred": 1238881, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.6463286623034697, + "FN": 43978, + "FP": 79338, + "IoU": 0.4774635055827454, + "TN": 62847525, + "TP": 112679, + "n_pred": 192017, + "n_ref": 156657 + }, + "8": { + "Dice": 0.8899840627681745, + "FN": 21213, + "FP": 1222, + "IoU": 0.8017759321434883, + "TN": 62970340, + "TP": 90745, + "n_pred": 91967, + "n_ref": 111958 + }, + "9": { + "Dice": 0.8671915188656035, + "FN": 4116, + "FP": 7760, + "IoU": 0.765523504906316, + "TN": 63032871, + "TP": 38773, + "n_pred": 46533, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7826435817411647, + "FN": 87172, + "FP": 37979, + "IoU": 0.6429042226273936, + "TN": 109258349, + "TP": 225318, + "n_pred": 263297, + "n_ref": 312490 + }, + "10": { + "Dice": 0.4891605252831487, + "FN": 42428, + "FP": 52605, + "IoU": 0.3237673713647328, + "TN": 109468285, + "TP": 45500, + "n_pred": 98105, + "n_ref": 87928 + }, + "11": { + "Dice": 0.5561464822975232, + "FN": 2636, + "FP": 285, + "IoU": 0.3851820669332772, + "TN": 109604067, + "TP": 1830, + "n_pred": 2115, + "n_ref": 4466 + }, + "12": { + "Dice": 0.5511904761904762, + "FN": 2229, + "FP": 787, + "IoU": 0.38044371405094496, + "TN": 109603950, + "TP": 1852, + "n_pred": 2639, + "n_ref": 4081 + }, + "13": { + "Dice": 0.4056438708519643, + "FN": 53654, + "FP": 25834, + "IoU": 0.2544248825190174, + "TN": 109502205, + "TP": 27125, + "n_pred": 52959, + "n_ref": 80779 + }, + "14": { + "Dice": 0.530876421154287, + "FN": 42494, + "FP": 53689, + "IoU": 0.3613558646791275, + "TN": 109458213, + "TP": 54422, + "n_pred": 108111, + "n_ref": 96916 + }, + "15": { + "Dice": 0.5902809257988059, + "FN": 57966, + "FP": 5302, + "IoU": 0.418722379941751, + "TN": 109499975, + "TP": 45575, + "n_pred": 50877, + "n_ref": 103541 + }, + "2": { + "Dice": 0.5677414615741622, + "FN": 129042, + "FP": 419, + "IoU": 0.3963959343528534, + "TN": 109394338, + "TP": 85019, + "n_pred": 85438, + "n_ref": 214061 + }, + "3": { + "Dice": 0.7783039988105114, + "FN": 15367, + "FP": 115844, + "IoU": 0.6370684671577265, + "TN": 109247287, + "TP": 230320, + "n_pred": 346164, + "n_ref": 245687 + }, + "4": { + "Dice": 0.1595904095904096, + "FN": 45817, + "FP": 1293, + "IoU": 0.08671461528022799, + "TN": 109557235, + "TP": 4473, + "n_pred": 5766, + "n_ref": 50290 + }, + "5": { + "Dice": 0.6662757973733584, + "FN": 4870, + "FP": 822, + "IoU": 0.4995604009143661, + "TN": 109597444, + "TP": 5682, + "n_pred": 6504, + "n_ref": 10552 + }, + "6": { + "Dice": 0.7417821610608841, + "FN": 77554, + "FP": 739039, + "IoU": 0.5895498681582262, + "TN": 107619312, + "TP": 1172913, + "n_pred": 1911952, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.5006089207336761, + "FN": 780123, + "FP": 53534, + "IoU": 0.3338748160210691, + "TN": 108357316, + "TP": 417845, + "n_pred": 471379, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.9301012493079196, + "FN": 4583, + "FP": 8168, + "IoU": 0.869335765376181, + "TN": 109511232, + "TP": 84835, + "n_pred": 93003, + "n_ref": 89418 + }, + "9": { + "Dice": 0.6585338609816812, + "FN": 13932, + "FP": 28866, + "IoU": 0.4909060630211617, + "TN": 109524751, + "TP": 41269, + "n_pred": 70135, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8296389448644718, + "FN": 4019, + "FP": 18469, + "IoU": 0.7088743608000517, + "TN": 66990107, + "TP": 54757, + "n_pred": 73226, + "n_ref": 58776 + }, + "10": { + "Dice": 0.5943918875137691, + "FN": 42103, + "FP": 7975, + "IoU": 0.4228716967650482, + "TN": 66980581, + "TP": 36693, + "n_pred": 44668, + "n_ref": 78796 + }, + "11": { + "Dice": 0.14823326630278655, + "FN": 2868, + "FP": 97, + "IoU": 0.08004964318957493, + "TN": 67064129, + "TP": 258, + "n_pred": 355, + "n_ref": 3126 + }, + "12": { + "Dice": 0.6745673438675696, + "FN": 1518, + "FP": 212, + "IoU": 0.5089412432585865, + "TN": 67063829, + "TP": 1793, + "n_pred": 2005, + "n_ref": 3311 + }, + "13": { + "Dice": 0.3883552380622117, + "FN": 27012, + "FP": 8264, + "IoU": 0.24096826250672404, + "TN": 67020877, + "TP": 11199, + "n_pred": 19463, + "n_ref": 38211 + }, + "14": { + "Dice": 0.4862308310241807, + "FN": 48541, + "FP": 8380, + "IoU": 0.32120539973287543, + "TN": 66983496, + "TP": 26935, + "n_pred": 35315, + "n_ref": 75476 + }, + "15": { + "Dice": 0.30127872554704427, + "FN": 21490, + "FP": 24300, + "IoU": 0.1773561855484891, + "TN": 67011690, + "TP": 9872, + "n_pred": 34172, + "n_ref": 31362 + }, + "2": { + "Dice": 0.7142352837348865, + "FN": 24643, + "FP": 72497, + "IoU": 0.5554945432081817, + "TN": 66848817, + "TP": 121395, + "n_pred": 193892, + "n_ref": 146038 + }, + "3": { + "Dice": 0.6472183219807296, + "FN": 76707, + "FP": 14498, + "IoU": 0.47843516252258844, + "TN": 66892484, + "TP": 83663, + "n_pred": 98161, + "n_ref": 160370 + }, + "4": { + "Dice": 0.0, + "FN": 13039, + "FP": 0, + "IoU": 0.0, + "TN": 67054313, + "TP": 0, + "n_pred": 0, + "n_ref": 13039 + }, + "5": { + "Dice": 0.6757718025323659, + "FN": 4171, + "FP": 387, + "IoU": 0.510313708637731, + "TN": 67058044, + "TP": 4750, + "n_pred": 5137, + "n_ref": 8921 + }, + "6": { + "Dice": 0.929948996079864, + "FN": 87081, + "FP": 62487, + "IoU": 0.8690697851532238, + "TN": 65925003, + "TP": 992781, + "n_pred": 1055268, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.5075366213144776, + "FN": 230915, + "FP": 3306, + "IoU": 0.34006638190445065, + "TN": 66712436, + "TP": 120695, + "n_pred": 124001, + "n_ref": 351610 + }, + "8": { + "Dice": 0.9479954726871984, + "FN": 6144, + "FP": 2586, + "IoU": 0.9011325028312571, + "TN": 66979052, + "TP": 79570, + "n_pred": 82156, + "n_ref": 85714 + }, + "9": { + "Dice": 0.8756222949220734, + "FN": 12706, + "FP": 5657, + "IoU": 0.778761701666245, + "TN": 66984351, + "TP": 64638, + "n_pred": 70295, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.19866302701841076, + "FN": 160276, + "FP": 594, + "IoU": 0.11028643168833754, + "TN": 74338469, + "TP": 19941, + "n_pred": 20535, + "n_ref": 180217 + }, + "10": { + "Dice": 0.6679504700376858, + "FN": 23891, + "FP": 8181, + "IoU": 0.501445670760143, + "TN": 74454950, + "TP": 32258, + "n_pred": 40439, + "n_ref": 56149 + }, + "11": { + "Dice": 0.6371877890841813, + "FN": 1665, + "FP": 296, + "IoU": 0.46755362476242196, + "TN": 74515597, + "TP": 1722, + "n_pred": 2018, + "n_ref": 3387 + }, + "12": { + "Dice": 0.5050847457627119, + "FN": 1456, + "FP": 4, + "IoU": 0.3378684807256236, + "TN": 74517075, + "TP": 745, + "n_pred": 749, + "n_ref": 2201 + }, + "13": { + "Dice": 0.46838376334667536, + "FN": 21768, + "FP": 26179, + "IoU": 0.30581013189708844, + "TN": 74450211, + "TP": 21122, + "n_pred": 47301, + "n_ref": 42890 + }, + "14": { + "Dice": 0.6440254373592655, + "FN": 5898, + "FP": 22874, + "IoU": 0.47495392251683427, + "TN": 74464481, + "TP": 26027, + "n_pred": 48901, + "n_ref": 31925 + }, + "15": { + "Dice": 0.8019306835804771, + "FN": 7348, + "FP": 4019, + "IoU": 0.6693524928733492, + "TN": 74484902, + "TP": 23011, + "n_pred": 27030, + "n_ref": 30359 + }, + "2": { + "Dice": 0.6094282025495972, + "FN": 4255, + "FP": 170902, + "IoU": 0.4382572720567012, + "TN": 74207470, + "TP": 136653, + "n_pred": 307555, + "n_ref": 140908 + }, + "3": { + "Dice": 0.19740064695009243, + "FN": 138554, + "FP": 392, + "IoU": 0.10950888594079458, + "TN": 74363247, + "TP": 17087, + "n_pred": 17479, + "n_ref": 155641 + }, + "4": { + "Dice": 0.0, + "FN": 13278, + "FP": 2, + "IoU": 0.0, + "TN": 74506000, + "TP": 0, + "n_pred": 2, + "n_ref": 13278 + }, + "5": { + "Dice": 0.4881638660615724, + "FN": 6174, + "FP": 2172, + "IoU": 0.3228946941424631, + "TN": 74506954, + "TP": 3980, + "n_pred": 6152, + "n_ref": 10154 + }, + "6": { + "Dice": 0.9334280705193122, + "FN": 62988, + "FP": 157098, + "IoU": 0.8751665450016081, + "TN": 72756243, + "TP": 1542951, + "n_pred": 1700049, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.2947283400969229, + "FN": 137269, + "FP": 5935, + "IoU": 0.17283365872254888, + "TN": 74346154, + "TP": 29922, + "n_pred": 35857, + "n_ref": 167191 + }, + "8": { + "Dice": 0.9624113141944275, + "FN": 2930, + "FP": 1870, + "IoU": 0.9275460761671874, + "TN": 74453031, + "TP": 61449, + "n_pred": 63319, + "n_ref": 64379 + }, + "9": { + "Dice": 0.8965198750256562, + "FN": 14235, + "FP": 3915, + "IoU": 0.8124476868548045, + "TN": 74422507, + "TP": 78623, + "n_pred": 82538, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7417604313750572, + "FN": 56771, + "FP": 100696, + "IoU": 0.5895224167728919, + "TN": 65667561, + "TP": 226152, + "n_pred": 326848, + "n_ref": 282923 + }, + "10": { + "Dice": 0.5917811721096696, + "FN": 37235, + "FP": 26639, + "IoU": 0.42023381621464617, + "TN": 65941008, + "TP": 46298, + "n_pred": 72937, + "n_ref": 83533 + }, + "11": { + "Dice": 0.023893565028509367, + "FN": 3593, + "FP": 2, + "IoU": 0.012091233855454795, + "TN": 66047541, + "TP": 44, + "n_pred": 46, + "n_ref": 3637 + }, + "12": { + "Dice": 0.5768556399766218, + "FN": 1052, + "FP": 1844, + "IoU": 0.4053388090349076, + "TN": 66046310, + "TP": 1974, + "n_pred": 3818, + "n_ref": 3026 + }, + "13": { + "Dice": 0.7876759336493891, + "FN": 10326, + "FP": 9783, + "IoU": 0.6497239108850529, + "TN": 65993771, + "TP": 37300, + "n_pred": 47083, + "n_ref": 47626 + }, + "14": { + "Dice": 0.8872961299103876, + "FN": 2280, + "FP": 12045, + "IoU": 0.797423423933026, + "TN": 65980466, + "TP": 56389, + "n_pred": 68434, + "n_ref": 58669 + }, + "15": { + "Dice": 0.7538122841388782, + "FN": 5935, + "FP": 6254, + "IoU": 0.6048946515397082, + "TN": 66020330, + "TP": 18661, + "n_pred": 24915, + "n_ref": 24596 + }, + "2": { + "Dice": 0.3719795932874383, + "FN": 109935, + "FP": 4918, + "IoU": 0.2284858296331625, + "TN": 65902313, + "TP": 34014, + "n_pred": 38932, + "n_ref": 143949 + }, + "3": { + "Dice": 0.6441288714204517, + "FN": 10069, + "FP": 152094, + "IoU": 0.4750664409347374, + "TN": 65742259, + "TP": 146758, + "n_pred": 298852, + "n_ref": 156827 + }, + "4": { + "Dice": 0.8715712322491983, + "FN": 5745, + "FP": 1264, + "IoU": 0.7723759418030657, + "TN": 66020388, + "TP": 23783, + "n_pred": 25047, + "n_ref": 29528 + }, + "5": { + "Dice": 0.8695508222050546, + "FN": 2100, + "FP": 264, + "IoU": 0.7692082397735038, + "TN": 66040937, + "TP": 7879, + "n_pred": 8143, + "n_ref": 9979 + }, + "6": { + "Dice": 0.8381215759843225, + "FN": 82153, + "FP": 281469, + "IoU": 0.7213504947338737, + "TN": 64746236, + "TP": 941322, + "n_pred": 1222791, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.6038253559672697, + "FN": 551589, + "FP": 6028, + "IoU": 0.4324855479563589, + "TN": 65068620, + "TP": 424943, + "n_pred": 430971, + "n_ref": 976532 + }, + "8": { + "Dice": 0.9641360849130015, + "FN": 3861, + "FP": 1900, + "IoU": 0.9307555470083415, + "TN": 65967982, + "TP": 77437, + "n_pred": 79337, + "n_ref": 81298 + }, + "9": { + "Dice": 0.8978709901633399, + "FN": 10663, + "FP": 2855, + "IoU": 0.8146695914450233, + "TN": 65978240, + "TP": 59422, + "n_pred": 62277, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9392621901703332, + "FN": 13115, + "FP": 5060, + "IoU": 0.8854800700666642, + "TN": 113313834, + "TP": 140531, + "n_pred": 145591, + "n_ref": 153646 + }, + "10": { + "Dice": 0.8007342919923233, + "FN": 8594, + "FP": 27227, + "IoU": 0.6676871410945052, + "TN": 113364747, + "TP": 71972, + "n_pred": 99199, + "n_ref": 80566 + }, + "11": { + "Dice": 0.7403846153846154, + "FN": 843, + "FP": 831, + "IoU": 0.5877862595419847, + "TN": 113468479, + "TP": 2387, + "n_pred": 3218, + "n_ref": 3230 + }, + "12": { + "Dice": 0.8674262040393579, + "FN": 733, + "FP": 291, + "IoU": 0.7658893461362597, + "TN": 113468166, + "TP": 3350, + "n_pred": 3641, + "n_ref": 4083 + }, + "13": { + "Dice": 0.592153434597714, + "FN": 31830, + "FP": 30221, + "IoU": 0.4206093541369039, + "TN": 113365443, + "TP": 45046, + "n_pred": 75267, + "n_ref": 76876 + }, + "14": { + "Dice": 0.7667760124210551, + "FN": 99388, + "FP": 503, + "IoU": 0.6217654052662269, + "TN": 113208442, + "TP": 164207, + "n_pred": 164710, + "n_ref": 263595 + }, + "15": { + "Dice": 0.7928573192719011, + "FN": 5832, + "FP": 2555, + "IoU": 0.6568049758572715, + "TN": 113448102, + "TP": 16051, + "n_pred": 18606, + "n_ref": 21883 + }, + "2": { + "Dice": 0.7232983404688608, + "FN": 5618, + "FP": 87320, + "IoU": 0.5665366963919257, + "TN": 113258132, + "TP": 121470, + "n_pred": 208790, + "n_ref": 127088 + }, + "3": { + "Dice": 0.36918560037366965, + "FN": 92636, + "FP": 1901, + "IoU": 0.22638112617736353, + "TN": 113350339, + "TP": 27664, + "n_pred": 29565, + "n_ref": 120300 + }, + "4": { + "Dice": 0.8754116534611497, + "FN": 4244, + "FP": 3398, + "IoU": 0.7784285300086982, + "TN": 113438050, + "TP": 26848, + "n_pred": 30246, + "n_ref": 31092 + }, + "5": { + "Dice": 0.33460931145030864, + "FN": 25833, + "FP": 1979, + "IoU": 0.20091940813101566, + "TN": 113437735, + "TP": 6993, + "n_pred": 8972, + "n_ref": 32826 + }, + "6": { + "Dice": 0.9592118567816064, + "FN": 41317, + "FP": 52429, + "IoU": 0.9216206612572164, + "TN": 112276485, + "TP": 1102309, + "n_pred": 1154738, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.6356285885803081, + "FN": 107376, + "FP": 19481, + "IoU": 0.46587650786299234, + "TN": 113235035, + "TP": 110648, + "n_pred": 130129, + "n_ref": 218024 + }, + "8": { + "Dice": 0.8986443868203162, + "FN": 35059, + "FP": 5435, + "IoU": 0.8159438932043689, + "TN": 113252531, + "TP": 179515, + "n_pred": 184950, + "n_ref": 214574 + }, + "9": { + "Dice": 0.8583247263498258, + "FN": 23551, + "FP": 3746, + "IoU": 0.7518116106741829, + "TN": 113362555, + "TP": 82688, + "n_pred": 86434, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7911914599653289, + "FN": 5786, + "FP": 58294, + "IoU": 0.6545217325670415, + "TN": 75011246, + "TP": 121402, + "n_pred": 179696, + "n_ref": 127188 + }, + "10": { + "Dice": 0.7293460736895915, + "FN": 35137, + "FP": 13044, + "IoU": 0.5739926966639847, + "TN": 75083629, + "TP": 64918, + "n_pred": 77962, + "n_ref": 100055 + }, + "11": { + "Dice": 0.5788153579008296, + "FN": 2044, + "FP": 139, + "IoU": 0.40727667662231876, + "TN": 75193045, + "TP": 1500, + "n_pred": 1639, + "n_ref": 3544 + }, + "12": { + "Dice": 0.6045972570987058, + "FN": 1541, + "FP": 506, + "IoU": 0.4332779623477298, + "TN": 75193116, + "TP": 1565, + "n_pred": 2071, + "n_ref": 3106 + }, + "13": { + "Dice": 0.5882028122349972, + "FN": 25434, + "FP": 16328, + "IoU": 0.41663407274962283, + "TN": 75125140, + "TP": 29826, + "n_pred": 46154, + "n_ref": 55260 + }, + "14": { + "Dice": 0.8956388645129691, + "FN": 23338, + "FP": 2231, + "IoU": 0.8110017961814513, + "TN": 75061441, + "TP": 109718, + "n_pred": 111949, + "n_ref": 133056 + }, + "15": { + "Dice": 0.4534741567629316, + "FN": 51185, + "FP": 3355, + "IoU": 0.29322119558878795, + "TN": 75119561, + "TP": 22627, + "n_pred": 25982, + "n_ref": 73812 + }, + "2": { + "Dice": 0.7191828875471775, + "FN": 5875, + "FP": 103797, + "IoU": 0.5615031846115094, + "TN": 74946619, + "TP": 140437, + "n_pred": 244234, + "n_ref": 146312 + }, + "3": { + "Dice": 0.4393084397714003, + "FN": 104814, + "FP": 4185, + "IoU": 0.28148319050758075, + "TN": 75045028, + "TP": 42701, + "n_pred": 46886, + "n_ref": 147515 + }, + "4": { + "Dice": 0.8003280182232346, + "FN": 3004, + "FP": 7953, + "IoU": 0.6671223720986754, + "TN": 75163812, + "TP": 21959, + "n_pred": 29912, + "n_ref": 24963 + }, + "5": { + "Dice": 0.7729882857361611, + "FN": 2653, + "FP": 312, + "IoU": 0.6299762885311369, + "TN": 75188715, + "TP": 5048, + "n_pred": 5360, + "n_ref": 7701 + }, + "6": { + "Dice": 0.8961403113139091, + "FN": 24648, + "FP": 260895, + "IoU": 0.8118244741599113, + "TN": 73679299, + "TP": 1231886, + "n_pred": 1492781, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.753149692233815, + "FN": 22421, + "FP": 62398, + "IoU": 0.6040417903758893, + "TN": 74982516, + "TP": 129393, + "n_pred": 191791, + "n_ref": 151814 + }, + "8": { + "Dice": 0.9351086830033135, + "FN": 8400, + "FP": 2195, + "IoU": 0.8781259346170658, + "TN": 75109794, + "TP": 76339, + "n_pred": 78534, + "n_ref": 84739 + }, + "9": { + "Dice": 0.8037805031404915, + "FN": 16511, + "FP": 13136, + "IoU": 0.6719339596543062, + "TN": 75106359, + "TP": 60722, + "n_pred": 73858, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.965669473744173, + "FN": 12423, + "FP": 2041, + "IoU": 0.9336178805819451, + "TN": 86709982, + "TP": 203426, + "n_pred": 205467, + "n_ref": 215849 + }, + "10": { + "Dice": 0.6368929186641206, + "FN": 21133, + "FP": 33251, + "IoU": 0.46723616022884235, + "TN": 86825793, + "TP": 47695, + "n_pred": 80946, + "n_ref": 68828 + }, + "11": { + "Dice": 0.6326723323890463, + "FN": 1250, + "FP": 306, + "IoU": 0.462707182320442, + "TN": 86924976, + "TP": 1340, + "n_pred": 1646, + "n_ref": 2590 + }, + "12": { + "Dice": 0.7035860190649115, + "FN": 1040, + "FP": 2225, + "IoU": 0.5427170868347339, + "TN": 86920732, + "TP": 3875, + "n_pred": 6100, + "n_ref": 4915 + }, + "13": { + "Dice": 0.33724771004032694, + "FN": 38259, + "FP": 28958, + "IoU": 0.20282498606482524, + "TN": 86843553, + "TP": 17102, + "n_pred": 46060, + "n_ref": 55361 + }, + "14": { + "Dice": 0.7556660998451816, + "FN": 23730, + "FP": 14778, + "IoU": 0.6072856326996818, + "TN": 86829816, + "TP": 59548, + "n_pred": 74326, + "n_ref": 83278 + }, + "15": { + "Dice": 0.3541320909399932, + "FN": 127232, + "FP": 1970, + "IoU": 0.21516434520085287, + "TN": 86763249, + "TP": 35421, + "n_pred": 37391, + "n_ref": 162653 + }, + "2": { + "Dice": 0.7379261363636364, + "FN": 46294, + "FP": 9056, + "IoU": 0.5846933033202026, + "TN": 86794597, + "TP": 77925, + "n_pred": 86981, + "n_ref": 124219 + }, + "3": { + "Dice": 0.8331075110456554, + "FN": 21860, + "FP": 37633, + "IoU": 0.713953957996769, + "TN": 86719888, + "TP": 148491, + "n_pred": 186124, + "n_ref": 170351 + }, + "4": { + "Dice": 0.7638244514106584, + "FN": 4339, + "FP": 3195, + "IoU": 0.6178931886189583, + "TN": 86908155, + "TP": 12183, + "n_pred": 15378, + "n_ref": 16522 + }, + "5": { + "Dice": 0.8909185803757829, + "FN": 352, + "FP": 902, + "IoU": 0.8032941176470588, + "TN": 86921497, + "TP": 5121, + "n_pred": 6023, + "n_ref": 5473 + }, + "6": { + "Dice": 0.8806990043118903, + "FN": 24806, + "FP": 286624, + "IoU": 0.786829465625969, + "TN": 85466929, + "TP": 1149513, + "n_pred": 1436137, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.5030573929118165, + "FN": 674880, + "FP": 13306, + "IoU": 0.3360565665843072, + "TN": 85891359, + "TP": 348327, + "n_pred": 361633, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.9518397969879185, + "FN": 2626, + "FP": 2612, + "IoU": 0.9081052631578947, + "TN": 86870872, + "TP": 51762, + "n_pred": 54374, + "n_ref": 54388 + }, + "9": { + "Dice": 0.7953140316991973, + "FN": 9789, + "FP": 11300, + "IoU": 0.6601836932001289, + "TN": 86865812, + "TP": 40971, + "n_pred": 52271, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5545352402997306, + "FN": 22821, + "FP": 82641, + "IoU": 0.38363802132036656, + "TN": 37578496, + "TP": 65642, + "n_pred": 148283, + "n_ref": 88463 + }, + "10": { + "Dice": 0.7451278673926554, + "FN": 19079, + "FP": 8398, + "IoU": 0.5937878832677922, + "TN": 37681958, + "TP": 40165, + "n_pred": 48563, + "n_ref": 59244 + }, + "11": { + "Dice": 0.8215846475394262, + "FN": 426, + "FP": 513, + "IoU": 0.6971944534021284, + "TN": 37746499, + "TP": 2162, + "n_pred": 2675, + "n_ref": 2588 + }, + "12": { + "Dice": 0.10409393843224374, + "FN": 2753, + "FP": 70, + "IoU": 0.054904586541680615, + "TN": 37746613, + "TP": 164, + "n_pred": 234, + "n_ref": 2917 + }, + "13": { + "Dice": 0.6143787829783302, + "FN": 18291, + "FP": 15093, + "IoU": 0.44339591183433924, + "TN": 37689622, + "TP": 26594, + "n_pred": 41687, + "n_ref": 44885 + }, + "14": { + "Dice": 0.3822621361392221, + "FN": 57496, + "FP": 80763, + "IoU": 0.23629423819440226, + "TN": 37568563, + "TP": 42778, + "n_pred": 123541, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 5095, + "IoU": 0.0, + "TN": 37744505, + "TP": 0, + "n_pred": 5095, + "n_ref": 0 + }, + "2": { + "Dice": 0.4823771888271128, + "FN": 42189, + "FP": 82379, + "IoU": 0.3178505128387666, + "TN": 37566989, + "TP": 58043, + "n_pred": 140422, + "n_ref": 100232 + }, + "3": { + "Dice": 0.08668572753264817, + "FN": 83090, + "FP": 35102, + "IoU": 0.04530658072228819, + "TN": 37625799, + "TP": 5609, + "n_pred": 40711, + "n_ref": 88699 + }, + "4": { + "Dice": 0.0, + "FN": 11694, + "FP": 0, + "IoU": 0.0, + "TN": 37737906, + "TP": 0, + "n_pred": 0, + "n_ref": 11694 + }, + "5": { + "Dice": 0.7759044033393354, + "FN": 2939, + "FP": 1168, + "IoU": 0.633859320673977, + "TN": 37738383, + "TP": 7110, + "n_pred": 8278, + "n_ref": 10049 + }, + "6": { + "Dice": 0.900919587712842, + "FN": 123155, + "FP": 13077, + "IoU": 0.8197030696216772, + "TN": 36994002, + "TP": 619366, + "n_pred": 632443, + "n_ref": 742521 + }, + "7": { + "Dice": 0.84027615704073, + "FN": 91463, + "FP": 5034, + "IoU": 0.7245484881095446, + "TN": 37399277, + "TP": 253826, + "n_pred": 258860, + "n_ref": 345289 + }, + "8": { + "Dice": 0.9483417754753107, + "FN": 4039, + "FP": 4028, + "IoU": 0.9017585308230022, + "TN": 37667486, + "TP": 74047, + "n_pred": 78075, + "n_ref": 78086 + }, + "9": { + "Dice": 0.8449961446563032, + "FN": 10388, + "FP": 5895, + "IoU": 0.7315959516038638, + "TN": 37688934, + "TP": 44383, + "n_pred": 50278, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8139444908265288, + "FN": 18151, + "FP": 64082, + "IoU": 0.6862617175428356, + "TN": 75644581, + "TP": 179874, + "n_pred": 243956, + "n_ref": 198025 + }, + "10": { + "Dice": 0.8624499643581729, + "FN": 19740, + "FP": 10362, + "IoU": 0.7581644211997782, + "TN": 75782215, + "TP": 94371, + "n_pred": 104733, + "n_ref": 114111 + }, + "11": { + "Dice": 0.6486961617345444, + "FN": 2128, + "FP": 270, + "IoU": 0.4800520381613183, + "TN": 75902076, + "TP": 2214, + "n_pred": 2484, + "n_ref": 4342 + }, + "12": { + "Dice": 0.8072840790842872, + "FN": 705, + "FP": 1147, + "IoU": 0.6768452277089513, + "TN": 75900957, + "TP": 3879, + "n_pred": 5026, + "n_ref": 4584 + }, + "13": { + "Dice": 0.7365217760541252, + "FN": 15483, + "FP": 3132, + "IoU": 0.5829319113660296, + "TN": 75862055, + "TP": 26018, + "n_pred": 29150, + "n_ref": 41501 + }, + "14": { + "Dice": 0.8135319282576474, + "FN": 17473, + "FP": 31214, + "IoU": 0.685675365088383, + "TN": 75751794, + "TP": 106207, + "n_pred": 137421, + "n_ref": 123680 + }, + "15": { + "Dice": 0.5472541137126329, + "FN": 116413, + "FP": 826, + "IoU": 0.3767032616496983, + "TN": 75718593, + "TP": 70856, + "n_pred": 71682, + "n_ref": 187269 + }, + "2": { + "Dice": 0.44829975420464885, + "FN": 134805, + "FP": 7724, + "IoU": 0.28890873441530257, + "TN": 75706251, + "TP": 57908, + "n_pred": 65632, + "n_ref": 192713 + }, + "3": { + "Dice": 0.7457523247716193, + "FN": 23679, + "FP": 131482, + "IoU": 0.5945813889077598, + "TN": 75523970, + "TP": 227557, + "n_pred": 359039, + "n_ref": 251236 + }, + "4": { + "Dice": 0.9214487140284714, + "FN": 3056, + "FP": 1568, + "IoU": 0.8543392660261458, + "TN": 75874943, + "TP": 27121, + "n_pred": 28689, + "n_ref": 30177 + }, + "5": { + "Dice": 0.8898364603190528, + "FN": 760, + "FP": 1436, + "IoU": 0.801536375960235, + "TN": 75895623, + "TP": 8869, + "n_pred": 10305, + "n_ref": 9629 + }, + "6": { + "Dice": 0.9436431607571569, + "FN": 89328, + "FP": 103889, + "IoU": 0.89329961780105, + "TN": 74095851, + "TP": 1617620, + "n_pred": 1721509, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.8283506543337877, + "FN": 70803, + "FP": 13299, + "IoU": 0.7069953629025234, + "TN": 75619655, + "TP": 202931, + "n_pred": 216230, + "n_ref": 273734 + }, + "8": { + "Dice": 0.9555414749717623, + "FN": 5034, + "FP": 3035, + "IoU": 0.914867801903315, + "TN": 75811906, + "TP": 86713, + "n_pred": 89748, + "n_ref": 91747 + }, + "9": { + "Dice": 0.8604776015339027, + "FN": 16039, + "FP": 3972, + "IoU": 0.7551212707114712, + "TN": 75824970, + "TP": 61707, + "n_pred": 65679, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9547256438359152, + "FN": 7503, + "FP": 800, + "IoU": 0.9133732576579584, + "TN": 61291902, + "TP": 87545, + "n_pred": 88345, + "n_ref": 95048 + }, + "10": { + "Dice": 0.8446622294429014, + "FN": 13585, + "FP": 10127, + "IoU": 0.7310954865048764, + "TN": 61299570, + "TP": 64468, + "n_pred": 74595, + "n_ref": 78053 + }, + "11": { + "Dice": 0.8362116991643455, + "FN": 340, + "FP": 836, + "IoU": 0.7185256103398755, + "TN": 61383572, + "TP": 3002, + "n_pred": 3838, + "n_ref": 3342 + }, + "12": { + "Dice": 0.8572828216851731, + "FN": 744, + "FP": 130, + "IoU": 0.7502143469562732, + "TN": 61384251, + "TP": 2625, + "n_pred": 2755, + "n_ref": 3369 + }, + "13": { + "Dice": 0.5825962982121904, + "FN": 16367, + "FP": 16716, + "IoU": 0.4110306029801855, + "TN": 61331579, + "TP": 23088, + "n_pred": 39804, + "n_ref": 39455 + }, + "14": { + "Dice": 0.7007969857668006, + "FN": 9173, + "FP": 39744, + "IoU": 0.5394052954690972, + "TN": 61281546, + "TP": 57287, + "n_pred": 97031, + "n_ref": 66460 + }, + "15": { + "Dice": 0.8293503274915914, + "FN": 9936, + "FP": 3560, + "IoU": 0.70845304702858, + "TN": 61341459, + "TP": 32795, + "n_pred": 36355, + "n_ref": 42731 + }, + "2": { + "Dice": 0.7500379331675946, + "FN": 4642, + "FP": 81022, + "IoU": 0.6000485559280252, + "TN": 61173564, + "TP": 128522, + "n_pred": 209544, + "n_ref": 133164 + }, + "3": { + "Dice": 0.5419879119236273, + "FN": 82865, + "FP": 2917, + "IoU": 0.3717307396529878, + "TN": 61251213, + "TP": 50755, + "n_pred": 53672, + "n_ref": 133620 + }, + "4": { + "Dice": 0.6607099440797471, + "FN": 8106, + "FP": 3058, + "IoU": 0.4933284923300354, + "TN": 61365716, + "TP": 10870, + "n_pred": 13928, + "n_ref": 18976 + }, + "5": { + "Dice": 0.2794757205842656, + "FN": 23036, + "FP": 987, + "IoU": 0.16243637124328847, + "TN": 61359068, + "TP": 4659, + "n_pred": 5646, + "n_ref": 27695 + }, + "6": { + "Dice": 0.9323210837191639, + "FN": 71623, + "FP": 62391, + "IoU": 0.8732223419441688, + "TN": 60330671, + "TP": 923065, + "n_pred": 985456, + "n_ref": 994688 + }, + "7": { + "Dice": 0.564368960783786, + "FN": 96263, + "FP": 33217, + "IoU": 0.3931156023847913, + "TN": 61174398, + "TP": 83872, + "n_pred": 117089, + "n_ref": 180135 + }, + "8": { + "Dice": 0.8972056859293593, + "FN": 43453, + "FP": 3031, + "IoU": 0.8135748203285421, + "TN": 61138406, + "TP": 202860, + "n_pred": 205891, + "n_ref": 246313 + }, + "9": { + "Dice": 0.8904023289587989, + "FN": 12582, + "FP": 3945, + "IoU": 0.8024551170184792, + "TN": 61304088, + "TP": 67135, + "n_pred": 71080, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9360596828372784, + "FN": 17759, + "FP": 5159, + "IoU": 0.8798046918021953, + "TN": 39558127, + "TP": 167755, + "n_pred": 172914, + "n_ref": 185514 + }, + "10": { + "Dice": 0.7038278318789258, + "FN": 18441, + "FP": 9661, + "IoU": 0.5430048948660823, + "TN": 39687307, + "TP": 33391, + "n_pred": 43052, + "n_ref": 51832 + }, + "11": { + "Dice": 0.7826241134751774, + "FN": 824, + "FP": 402, + "IoU": 0.6428779493154675, + "TN": 39745367, + "TP": 2207, + "n_pred": 2609, + "n_ref": 3031 + }, + "12": { + "Dice": 0.8578530371290974, + "FN": 699, + "FP": 216, + "IoU": 0.751088139281828, + "TN": 39745124, + "TP": 2761, + "n_pred": 2977, + "n_ref": 3460 + }, + "13": { + "Dice": 0.5897431057588856, + "FN": 12567, + "FP": 30903, + "IoU": 0.418181331477367, + "TN": 39674086, + "TP": 31244, + "n_pred": 62147, + "n_ref": 43811 + }, + "14": { + "Dice": 0.3657905606643623, + "FN": 16507, + "FP": 41839, + "IoU": 0.22383334220188367, + "TN": 39673628, + "TP": 16826, + "n_pred": 58665, + "n_ref": 33333 + }, + "15": { + "Dice": 0.6237211864108844, + "FN": 25104, + "FP": 7005, + "IoU": 0.45319391699732636, + "TN": 39690079, + "TP": 26612, + "n_pred": 33617, + "n_ref": 51716 + }, + "2": { + "Dice": 0.6978698721429629, + "FN": 4753, + "FP": 93171, + "IoU": 0.5359448009174573, + "TN": 39537782, + "TP": 113094, + "n_pred": 206265, + "n_ref": 117847 + }, + "3": { + "Dice": 0.4277237178479295, + "FN": 97550, + "FP": 723, + "IoU": 0.27204106727507077, + "TN": 39613802, + "TP": 36725, + "n_pred": 37448, + "n_ref": 134275 + }, + "4": { + "Dice": 0.899305324366913, + "FN": 3513, + "FP": 1024, + "IoU": 0.8170343186675808, + "TN": 39724003, + "TP": 20260, + "n_pred": 21284, + "n_ref": 23773 + }, + "5": { + "Dice": 0.8587668177566732, + "FN": 556, + "FP": 1407, + "IoU": 0.7524902282183835, + "TN": 39740869, + "TP": 5968, + "n_pred": 7375, + "n_ref": 6524 + }, + "6": { + "Dice": 0.9435825509056683, + "FN": 20428, + "FP": 88097, + "IoU": 0.8931909934984539, + "TN": 38732734, + "TP": 907541, + "n_pred": 995638, + "n_ref": 927969 + }, + "7": { + "Dice": 0.45938056708470787, + "FN": 511991, + "FP": 6030, + "IoU": 0.2981791331915297, + "TN": 39010690, + "TP": 220089, + "n_pred": 226119, + "n_ref": 732080 + }, + "8": { + "Dice": 0.9671429297808511, + "FN": 1982, + "FP": 1249, + "IoU": 0.9363763464151389, + "TN": 39698017, + "TP": 47552, + "n_pred": 48801, + "n_ref": 49534 + }, + "9": { + "Dice": 0.9155874406037454, + "FN": 2321, + "FP": 4927, + "IoU": 0.8443165220379758, + "TN": 39702244, + "TP": 39308, + "n_pred": 44235, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7693403419542867, + "FN": 8920, + "FP": 43869, + "IoU": 0.6251446831173442, + "TN": 101255783, + "TP": 88036, + "n_pred": 131905, + "n_ref": 96956 + }, + "10": { + "Dice": 0.7307345411159798, + "FN": 30944, + "FP": 6971, + "IoU": 0.5757145095230635, + "TN": 101307246, + "TP": 51447, + "n_pred": 58418, + "n_ref": 82391 + }, + "11": { + "Dice": 0.6871431833751999, + "FN": 2520, + "FP": 220, + "IoU": 0.5233953731083667, + "TN": 101390859, + "TP": 3009, + "n_pred": 3229, + "n_ref": 5529 + }, + "12": { + "Dice": 0.6168727807028285, + "FN": 2706, + "FP": 423, + "IoU": 0.4459985835694051, + "TN": 101390960, + "TP": 2519, + "n_pred": 2942, + "n_ref": 5225 + }, + "13": { + "Dice": 0.8676741237577196, + "FN": 7514, + "FP": 5428, + "IoU": 0.7662759828797429, + "TN": 101341235, + "TP": 42431, + "n_pred": 47859, + "n_ref": 49945 + }, + "14": { + "Dice": 0.9182299359921221, + "FN": 26367, + "FP": 205, + "IoU": 0.8488217288895463, + "TN": 101220842, + "TP": 149194, + "n_pred": 149399, + "n_ref": 175561 + }, + "15": { + "Dice": 0.8588947220775057, + "FN": 5442, + "FP": 1600, + "IoU": 0.7526866615157688, + "TN": 101368134, + "TP": 21432, + "n_pred": 23032, + "n_ref": 26874 + }, + "2": { + "Dice": 0.6884459894733274, + "FN": 9148, + "FP": 147063, + "IoU": 0.5249086076118759, + "TN": 101067806, + "TP": 172591, + "n_pred": 319654, + "n_ref": 181739 + }, + "3": { + "Dice": 0.14880301012899783, + "FN": 153374, + "FP": 4529, + "IoU": 0.08038205061005795, + "TN": 101224903, + "TP": 13802, + "n_pred": 18331, + "n_ref": 167176 + }, + "4": { + "Dice": 0.917017017017017, + "FN": 985, + "FP": 673, + "IoU": 0.8467510860523154, + "TN": 101385789, + "TP": 9161, + "n_pred": 9834, + "n_ref": 10146 + }, + "5": { + "Dice": 0.5922138933987358, + "FN": 21372, + "FP": 2238, + "IoU": 0.42067036364528637, + "TN": 101355854, + "TP": 17144, + "n_pred": 19382, + "n_ref": 38516 + }, + "6": { + "Dice": 0.8890793868991627, + "FN": 88132, + "FP": 346627, + "IoU": 0.8003086596957957, + "TN": 99219453, + "TP": 1742396, + "n_pred": 2089023, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.6745529379372666, + "FN": 222148, + "FP": 8345, + "IoU": 0.5089248429790099, + "TN": 100927244, + "TP": 238871, + "n_pred": 247216, + "n_ref": 461019 + }, + "8": { + "Dice": 0.8604615201092167, + "FN": 60963, + "FP": 2203, + "IoU": 0.7550965020432534, + "TN": 101138686, + "TP": 194756, + "n_pred": 196959, + "n_ref": 255719 + }, + "9": { + "Dice": 0.9378175321387626, + "FN": 6045, + "FP": 4640, + "IoU": 0.8829156576337677, + "TN": 101305349, + "TP": 80574, + "n_pred": 85214, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.04765208547899869, + "FN": 211466, + "FP": 9533, + "IoU": 0.02440757875406131, + "TN": 73656976, + "TP": 5529, + "n_pred": 15062, + "n_ref": 216995 + }, + "10": { + "Dice": 0.006776386353465972, + "FN": 75364, + "FP": 64465, + "IoU": 0.0033997120579305233, + "TN": 73743198, + "TP": 477, + "n_pred": 64942, + "n_ref": 75841 + }, + "11": { + "Dice": 0.5859830198102214, + "FN": 2739, + "FP": 2235, + "IoU": 0.4144101718860372, + "TN": 73875010, + "TP": 3520, + "n_pred": 5755, + "n_ref": 6259 + }, + "12": { + "Dice": 0.25172724541904473, + "FN": 4703, + "FP": 279, + "IoU": 0.14398625429553263, + "TN": 73877684, + "TP": 838, + "n_pred": 1117, + "n_ref": 5541 + }, + "13": { + "Dice": 0.00320360457185375, + "FN": 61084, + "FP": 35372, + "IoU": 0.0016043721729409694, + "TN": 73786893, + "TP": 155, + "n_pred": 35527, + "n_ref": 61239 + }, + "14": { + "Dice": 0.46727440335962306, + "FN": 48679, + "FP": 70944, + "IoU": 0.3048650093557872, + "TN": 73711418, + "TP": 52463, + "n_pred": 123407, + "n_ref": 101142 + }, + "15": { + "Dice": 0.2916120670009116, + "FN": 181228, + "FP": 17710, + "IoU": 0.17069429101444442, + "TN": 73643619, + "TP": 40947, + "n_pred": 58657, + "n_ref": 222175 + }, + "2": { + "Dice": 0.3509401928220607, + "FN": 138961, + "FP": 53715, + "IoU": 0.21281228933875349, + "TN": 73638739, + "TP": 52089, + "n_pred": 105804, + "n_ref": 191050 + }, + "3": { + "Dice": 0.4848438129764183, + "FN": 77462, + "FP": 156439, + "IoU": 0.3199959298776056, + "TN": 73539534, + "TP": 110069, + "n_pred": 266508, + "n_ref": 187531 + }, + "4": { + "Dice": 0.0, + "FN": 47888, + "FP": 2075, + "IoU": 0.0, + "TN": 73833541, + "TP": 0, + "n_pred": 2075, + "n_ref": 47888 + }, + "5": { + "Dice": 0.4019294290358098, + "FN": 11295, + "FP": 112, + "IoU": 0.25150918635170605, + "TN": 73868264, + "TP": 3833, + "n_pred": 3945, + "n_ref": 15128 + }, + "6": { + "Dice": 0.5552801746070891, + "FN": 528228, + "FP": 1350828, + "IoU": 0.384351460295129, + "TN": 70831347, + "TP": 1173101, + "n_pred": 2523929, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.3161701025204486, + "FN": 129886, + "FP": 54878, + "IoU": 0.18776843373176189, + "TN": 73656027, + "TP": 42713, + "n_pred": 97591, + "n_ref": 172599 + }, + "8": { + "Dice": 0.8051350621098649, + "FN": 21340, + "FP": 6787, + "IoU": 0.6738293480529721, + "TN": 73797270, + "TP": 58107, + "n_pred": 64894, + "n_ref": 79447 + }, + "9": { + "Dice": 0.7504245835097243, + "FN": 14844, + "FP": 35267, + "IoU": 0.6005436515528346, + "TN": 73758056, + "TP": 75337, + "n_pred": 110604, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8710343216471308, + "FN": 6507, + "FP": 47042, + "IoU": 0.7715330397979384, + "TN": 69261392, + "TP": 180835, + "n_pred": 227877, + "n_ref": 187342 + }, + "10": { + "Dice": 0.6950634369483969, + "FN": 25536, + "FP": 11261, + "IoU": 0.5326415525694109, + "TN": 69417042, + "TP": 41937, + "n_pred": 53198, + "n_ref": 67473 + }, + "11": { + "Dice": 0.7909648779213997, + "FN": 432, + "FP": 1169, + "IoU": 0.6542116630669547, + "TN": 69491146, + "TP": 3029, + "n_pred": 4198, + "n_ref": 3461 + }, + "12": { + "Dice": 0.7642354446577095, + "FN": 763, + "FP": 711, + "IoU": 0.618431271032876, + "TN": 69491913, + "TP": 2389, + "n_pred": 3100, + "n_ref": 3152 + }, + "13": { + "Dice": 0.7252481679746375, + "FN": 22000, + "FP": 20292, + "IoU": 0.5689328304963817, + "TN": 69397666, + "TP": 55818, + "n_pred": 76110, + "n_ref": 77818 + }, + "14": { + "Dice": 0.8611687730596856, + "FN": 33631, + "FP": 4223, + "IoU": 0.7561864767032939, + "TN": 69340518, + "TP": 117404, + "n_pred": 121627, + "n_ref": 151035 + }, + "15": { + "Dice": 0.7620861488690026, + "FN": 35576, + "FP": 900, + "IoU": 0.6156213117518126, + "TN": 69400880, + "TP": 58420, + "n_pred": 59320, + "n_ref": 93996 + }, + "2": { + "Dice": 0.7371926000814043, + "FN": 9783, + "FP": 90298, + "IoU": 0.5837727907905244, + "TN": 69255328, + "TP": 140367, + "n_pred": 230665, + "n_ref": 150150 + }, + "3": { + "Dice": 0.5733073971566164, + "FN": 102866, + "FP": 889, + "IoU": 0.40184367397295023, + "TN": 69322318, + "TP": 69703, + "n_pred": 70592, + "n_ref": 172569 + }, + "4": { + "Dice": 0.5638173778585573, + "FN": 16335, + "FP": 15823, + "IoU": 0.39258055985795776, + "TN": 69442834, + "TP": 20784, + "n_pred": 36607, + "n_ref": 37119 + }, + "5": { + "Dice": 0.8678959757874678, + "FN": 3608, + "FP": 1106, + "IoU": 0.7666221100054458, + "TN": 69475577, + "TP": 15485, + "n_pred": 16591, + "n_ref": 19093 + }, + "6": { + "Dice": 0.920364822410229, + "FN": 91967, + "FP": 142986, + "IoU": 0.8524776160636922, + "TN": 67903116, + "TP": 1357707, + "n_pred": 1500693, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.8869198882061434, + "FN": 43727, + "FP": 24934, + "IoU": 0.796815861507731, + "TN": 69157851, + "TP": 269264, + "n_pred": 294198, + "n_ref": 312991 + }, + "8": { + "Dice": 0.8924635891919642, + "FN": 15673, + "FP": 1922, + "IoU": 0.8058097056518811, + "TN": 69405169, + "TP": 73012, + "n_pred": 74934, + "n_ref": 88685 + }, + "9": { + "Dice": 0.8941130036878523, + "FN": 7877, + "FP": 9293, + "IoU": 0.8085030447681292, + "TN": 69406114, + "TP": 72492, + "n_pred": 81785, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8564103176784029, + "FN": 23205, + "FP": 36888, + "IoU": 0.748879017463508, + "TN": 50594253, + "TP": 179206, + "n_pred": 216094, + "n_ref": 202411 + }, + "10": { + "Dice": 0.751343163957698, + "FN": 20531, + "FP": 16078, + "IoU": 0.6017210992406276, + "TN": 50741634, + "TP": 55309, + "n_pred": 71387, + "n_ref": 75840 + }, + "11": { + "Dice": 0.8528869778869779, + "FN": 1175, + "FP": 741, + "IoU": 0.7435073627844713, + "TN": 50826082, + "TP": 5554, + "n_pred": 6295, + "n_ref": 6729 + }, + "12": { + "Dice": 0.33840503672612804, + "FN": 5009, + "FP": 35, + "IoU": 0.20366277233975372, + "TN": 50827218, + "TP": 1290, + "n_pred": 1325, + "n_ref": 6299 + }, + "13": { + "Dice": 0.45684454255862283, + "FN": 16497, + "FP": 59038, + "IoU": 0.2960457032087306, + "TN": 50726251, + "TP": 31766, + "n_pred": 90804, + "n_ref": 48263 + }, + "14": { + "Dice": 0.5698653287562715, + "FN": 23761, + "FP": 16962, + "IoU": 0.3984696967458899, + "TN": 50765853, + "TP": 26976, + "n_pred": 43938, + "n_ref": 50737 + }, + "15": { + "Dice": 0.6295887047268263, + "FN": 16808, + "FP": 4311, + "IoU": 0.45941587529116645, + "TN": 50794485, + "TP": 17948, + "n_pred": 22259, + "n_ref": 34756 + }, + "2": { + "Dice": 0.6940494146993441, + "FN": 10069, + "FP": 168023, + "IoU": 0.5314515131823001, + "TN": 50453459, + "TP": 202001, + "n_pred": 370024, + "n_ref": 212070 + }, + "3": { + "Dice": 0.2638935108153078, + "FN": 172208, + "FP": 328, + "IoU": 0.1520030668966839, + "TN": 50630089, + "TP": 30927, + "n_pred": 31255, + "n_ref": 203135 + }, + "4": { + "Dice": 0.7931068342498037, + "FN": 1811, + "FP": 6617, + "IoU": 0.6571475063054267, + "TN": 50808970, + "TP": 16154, + "n_pred": 22771, + "n_ref": 17965 + }, + "5": { + "Dice": 0.8189941722426074, + "FN": 3358, + "FP": 835, + "IoU": 0.6934717450106002, + "TN": 50819873, + "TP": 9486, + "n_pred": 10321, + "n_ref": 12844 + }, + "6": { + "Dice": 0.883357511582828, + "FN": 59059, + "FP": 505381, + "IoU": 0.7910835569538263, + "TN": 48131802, + "TP": 2137310, + "n_pred": 2642691, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.7158077379684028, + "FN": 63758, + "FP": 66946, + "IoU": 0.5573991988053192, + "TN": 50538243, + "TP": 164605, + "n_pred": 231551, + "n_ref": 228363 + }, + "8": { + "Dice": 0.9591632927147236, + "FN": 5438, + "FP": 2863, + "IoU": 0.9215310009736546, + "TN": 50727765, + "TP": 97486, + "n_pred": 100349, + "n_ref": 102924 + }, + "9": { + "Dice": 0.8701137422031554, + "FN": 22631, + "FP": 4981, + "IoU": 0.7700896760172857, + "TN": 50713453, + "TP": 92487, + "n_pred": 97468, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8760135578969495, + "FN": 45252, + "FP": 1936, + "IoU": 0.7793808938281072, + "TN": 76670971, + "TP": 166701, + "n_pred": 168637, + "n_ref": 211953 + }, + "10": { + "Dice": 0.6843810258387968, + "FN": 20594, + "FP": 20326, + "IoU": 0.5201969865744269, + "TN": 76799575, + "TP": 44365, + "n_pred": 64691, + "n_ref": 64959 + }, + "11": { + "Dice": 0.7347747747747748, + "FN": 835, + "FP": 637, + "IoU": 0.580746226146397, + "TN": 76881349, + "TP": 2039, + "n_pred": 2676, + "n_ref": 2874 + }, + "12": { + "Dice": 0.683643486777669, + "FN": 1213, + "FP": 79, + "IoU": 0.5193452380952381, + "TN": 76882172, + "TP": 1396, + "n_pred": 1475, + "n_ref": 2609 + }, + "13": { + "Dice": 0.5350210537126425, + "FN": 21945, + "FP": 14275, + "IoU": 0.36520733288934065, + "TN": 76827802, + "TP": 20838, + "n_pred": 35113, + "n_ref": 42783 + }, + "14": { + "Dice": 0.8807729121799474, + "FN": 7894, + "FP": 12036, + "IoU": 0.7869474584424608, + "TN": 76791315, + "TP": 73615, + "n_pred": 85651, + "n_ref": 81509 + }, + "15": { + "Dice": 0.6890306780097963, + "FN": 18633, + "FP": 667, + "IoU": 0.5255887124526818, + "TN": 76844178, + "TP": 21382, + "n_pred": 22049, + "n_ref": 40015 + }, + "2": { + "Dice": 0.8332241744264411, + "FN": 16116, + "FP": 19024, + "IoU": 0.7141253325306498, + "TN": 76761939, + "TP": 87781, + "n_pred": 106805, + "n_ref": 103897 + }, + "3": { + "Dice": 0.7985658409387223, + "FN": 23910, + "FP": 13170, + "IoU": 0.6646771568095496, + "TN": 76774280, + "TP": 73500, + "n_pred": 86670, + "n_ref": 97410 + }, + "4": { + "Dice": 0.9194007828350104, + "FN": 2450, + "FP": 1483, + "IoU": 0.8508249573297932, + "TN": 76858495, + "TP": 22432, + "n_pred": 23915, + "n_ref": 24882 + }, + "5": { + "Dice": 0.8638147566718996, + "FN": 2549, + "FP": 1615, + "IoU": 0.7602763385146805, + "TN": 76867490, + "TP": 13206, + "n_pred": 14821, + "n_ref": 15755 + }, + "6": { + "Dice": 0.9093330580303801, + "FN": 25631, + "FP": 194804, + "IoU": 0.8337403684283567, + "TN": 75559012, + "TP": 1105413, + "n_pred": 1300217, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.8105985387655433, + "FN": 15427, + "FP": 52674, + "IoU": 0.6815180283402703, + "TN": 76671030, + "TP": 145729, + "n_pred": 198403, + "n_ref": 161156 + }, + "8": { + "Dice": 0.9437700681337614, + "FN": 5000, + "FP": 3616, + "IoU": 0.8935271001705346, + "TN": 76803938, + "TP": 72306, + "n_pred": 75922, + "n_ref": 77306 + }, + "9": { + "Dice": 0.8971956052189488, + "FN": 15129, + "FP": 2434, + "IoU": 0.8135582424815023, + "TN": 76790659, + "TP": 76638, + "n_pred": 79072, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6288928855510016, + "FN": 26139, + "FP": 90032, + "IoU": 0.4586752405582349, + "TN": 130785327, + "TP": 98434, + "n_pred": 188466, + "n_ref": 124573 + }, + "10": { + "Dice": 0.5406456022440872, + "FN": 19594, + "FP": 44926, + "IoU": 0.3704690259442477, + "TN": 130897443, + "TP": 37969, + "n_pred": 82895, + "n_ref": 57563 + }, + "11": { + "Dice": 0.7226474561008555, + "FN": 2358, + "FP": 106, + "IoU": 0.5657384561156151, + "TN": 130994258, + "TP": 3210, + "n_pred": 3316, + "n_ref": 5568 + }, + "12": { + "Dice": 0.657776238309664, + "FN": 3504, + "FP": 448, + "IoU": 0.49006451612903223, + "TN": 130992182, + "TP": 3798, + "n_pred": 4246, + "n_ref": 7302 + }, + "13": { + "Dice": 0.16761392526638116, + "FN": 71000, + "FP": 2667, + "IoU": 0.0914730403038824, + "TN": 130918848, + "TP": 7417, + "n_pred": 10084, + "n_ref": 78417 + }, + "14": { + "Dice": 0.0017255714649809268, + "FN": 945299, + "FP": 10413, + "IoU": 0.0008635307745222877, + "TN": 130043394, + "TP": 826, + "n_pred": 11239, + "n_ref": 946125 + }, + "15": { + "Dice": 0.0, + "FN": 25310, + "FP": 21405, + "IoU": 0.0, + "TN": 130953217, + "TP": 0, + "n_pred": 21405, + "n_ref": 25310 + }, + "2": { + "Dice": 0.4329423146692466, + "FN": 157995, + "FP": 1431, + "IoU": 0.2762772032721099, + "TN": 130779646, + "TP": 60860, + "n_pred": 62291, + "n_ref": 218855 + }, + "3": { + "Dice": 0.7131975453750651, + "FN": 24856, + "FP": 182795, + "IoU": 0.5542401188401068, + "TN": 130534096, + "TP": 258185, + "n_pred": 440980, + "n_ref": 283041 + }, + "4": { + "Dice": 0.0, + "FN": 2280, + "FP": 253, + "IoU": 0.0, + "TN": 130997399, + "TP": 0, + "n_pred": 253, + "n_ref": 2280 + }, + "5": { + "Dice": 0.5853436245051409, + "FN": 13443, + "FP": 1116, + "IoU": 0.4137708878598752, + "TN": 130975097, + "TP": 10276, + "n_pred": 11392, + "n_ref": 23719 + }, + "6": { + "Dice": 0.8513732851912529, + "FN": 126267, + "FP": 343942, + "IoU": 0.7412097195850188, + "TN": 129182982, + "TP": 1346741, + "n_pred": 1690683, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.34343245296313013, + "FN": 141677, + "FP": 96875, + "IoU": 0.20731569538316352, + "TN": 130698990, + "TP": 62390, + "n_pred": 159265, + "n_ref": 204067 + }, + "8": { + "Dice": 0.9461388236340627, + "FN": 9023, + "FP": 4298, + "IoU": 0.8977831661819661, + "TN": 130869611, + "TP": 117000, + "n_pred": 121298, + "n_ref": 126023 + }, + "9": { + "Dice": 0.689381973596412, + "FN": 16410, + "FP": 20365, + "IoU": 0.5259976283769849, + "TN": 130922348, + "TP": 40809, + "n_pred": 61174, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9407324450401672, + "FN": 4077, + "FP": 2644, + "IoU": 0.888097101280365, + "TN": 74366637, + "TP": 53340, + "n_pred": 55984, + "n_ref": 57417 + }, + "10": { + "Dice": 0.34219612179119424, + "FN": 62372, + "FP": 691, + "IoU": 0.20641532227619358, + "TN": 74347232, + "TP": 16403, + "n_pred": 17094, + "n_ref": 78775 + }, + "11": { + "Dice": 0.6403438087563793, + "FN": 1196, + "FP": 143, + "IoU": 0.47096009482418016, + "TN": 74424167, + "TP": 1192, + "n_pred": 1335, + "n_ref": 2388 + }, + "12": { + "Dice": 0.6445634266886326, + "FN": 892, + "FP": 834, + "IoU": 0.47553934974171985, + "TN": 74423407, + "TP": 1565, + "n_pred": 2399, + "n_ref": 2457 + }, + "13": { + "Dice": 0.25523300604848626, + "FN": 87756, + "FP": 3116, + "IoU": 0.14628486607855848, + "TN": 74320255, + "TP": 15571, + "n_pred": 18687, + "n_ref": 103327 + }, + "14": { + "Dice": 0.7083247551542602, + "FN": 74560, + "FP": 4778, + "IoU": 0.5483768137391631, + "TN": 74251025, + "TP": 96335, + "n_pred": 101113, + "n_ref": 170895 + }, + "15": { + "Dice": 0.6936569908900583, + "FN": 9959, + "FP": 869, + "IoU": 0.530991467059384, + "TN": 74403611, + "TP": 12259, + "n_pred": 13128, + "n_ref": 22218 + }, + "2": { + "Dice": 0.8224284345509194, + "FN": 24763, + "FP": 15824, + "IoU": 0.698410575358345, + "TN": 74292121, + "TP": 93990, + "n_pred": 109814, + "n_ref": 118753 + }, + "3": { + "Dice": 0.8550217785266906, + "FN": 23621, + "FP": 12859, + "IoU": 0.7467581151250937, + "TN": 74282646, + "TP": 107572, + "n_pred": 120431, + "n_ref": 131193 + }, + "4": { + "Dice": 0.42961183272017417, + "FN": 21877, + "FP": 914, + "IoU": 0.2735704723656531, + "TN": 74395324, + "TP": 8583, + "n_pred": 9497, + "n_ref": 30460 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 74426698, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9547821366268003, + "FN": 22276, + "FP": 59684, + "IoU": 0.9134766732224239, + "TN": 73479439, + "TP": 865299, + "n_pred": 924983, + "n_ref": 887575 + }, + "7": { + "Dice": 0.5793188892372875, + "FN": 74763, + "FP": 35251, + "IoU": 0.4077754570315023, + "TN": 74240934, + "TP": 75750, + "n_pred": 111001, + "n_ref": 150513 + }, + "8": { + "Dice": 0.9136711402425656, + "FN": 3644, + "FP": 3837, + "IoU": 0.8410631201002783, + "TN": 74379629, + "TP": 39588, + "n_pred": 43425, + "n_ref": 43232 + }, + "9": { + "Dice": 0.7435406043598781, + "FN": 12045, + "FP": 2943, + "IoU": 0.5917744790957374, + "TN": 74389983, + "TP": 21727, + "n_pred": 24670, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7357332727782749, + "FN": 2703, + "FP": 96216, + "IoU": 0.5819446616261722, + "TN": 106410071, + "TP": 137698, + "n_pred": 233914, + "n_ref": 140401 + }, + "10": { + "Dice": 0.8423291264999456, + "FN": 17950, + "FP": 12521, + "IoU": 0.72760673675177, + "TN": 106534824, + "TP": 81393, + "n_pred": 93914, + "n_ref": 99343 + }, + "11": { + "Dice": 0.5728585728585729, + "FN": 2648, + "FP": 339, + "IoU": 0.40140280561122244, + "TN": 106641698, + "TP": 2003, + "n_pred": 2342, + "n_ref": 4651 + }, + "12": { + "Dice": 0.7867572156196944, + "FN": 836, + "FP": 1676, + "IoU": 0.6484746711446964, + "TN": 106639542, + "TP": 4634, + "n_pred": 6310, + "n_ref": 5470 + }, + "13": { + "Dice": 0.6551433125996312, + "FN": 19983, + "FP": 2083, + "IoU": 0.48714730627992375, + "TN": 106603662, + "TP": 20960, + "n_pred": 23043, + "n_ref": 40943 + }, + "14": { + "Dice": 0.9097920584307634, + "FN": 3489, + "FP": 9751, + "IoU": 0.8345124115691324, + "TN": 106566682, + "TP": 66766, + "n_pred": 76517, + "n_ref": 70255 + }, + "15": { + "Dice": 0.8353941584849854, + "FN": 6225, + "FP": 1789, + "IoU": 0.7173192239858907, + "TN": 106618338, + "TP": 20336, + "n_pred": 22125, + "n_ref": 26561 + }, + "2": { + "Dice": 0.013434736881048142, + "FN": 185402, + "FP": 1267, + "IoU": 0.006762796637224646, + "TN": 106458748, + "TP": 1271, + "n_pred": 2538, + "n_ref": 186673 + }, + "3": { + "Dice": 0.5851211429056121, + "FN": 5628, + "FP": 199803, + "IoU": 0.41354858048216503, + "TN": 106296393, + "TP": 144864, + "n_pred": 344667, + "n_ref": 150492 + }, + "4": { + "Dice": 0.890725522423104, + "FN": 599, + "FP": 1728, + "IoU": 0.8029802726272119, + "TN": 106634877, + "TP": 9484, + "n_pred": 11212, + "n_ref": 10083 + }, + "5": { + "Dice": 0.8079589216944801, + "FN": 1295, + "FP": 201, + "IoU": 0.6777945293990955, + "TN": 106642045, + "TP": 3147, + "n_pred": 3348, + "n_ref": 4442 + }, + "6": { + "Dice": 0.9374264151530626, + "FN": 128044, + "FP": 24755, + "IoU": 0.8822225853544985, + "TN": 105349334, + "TP": 1144555, + "n_pred": 1169310, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.8658567294013768, + "FN": 72075, + "FP": 9963, + "IoU": 0.763445634998443, + "TN": 106299884, + "TP": 264766, + "n_pred": 274729, + "n_ref": 336841 + }, + "8": { + "Dice": 0.9446552382049491, + "FN": 5428, + "FP": 2259, + "IoU": 0.8951152954018283, + "TN": 106573398, + "TP": 65603, + "n_pred": 67862, + "n_ref": 71031 + }, + "9": { + "Dice": 0.8773522708007611, + "FN": 15220, + "FP": 4313, + "IoU": 0.7815027349911071, + "TN": 106557291, + "TP": 69864, + "n_pred": 74177, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9435314045801023, + "FN": 11590, + "FP": 5545, + "IoU": 0.8930993393183562, + "TN": 107966639, + "TP": 143154, + "n_pred": 148699, + "n_ref": 154744 + }, + "10": { + "Dice": 0.7822733290298581, + "FN": 9642, + "FP": 30158, + "IoU": 0.6424046936630159, + "TN": 108015629, + "TP": 71499, + "n_pred": 101657, + "n_ref": 81141 + }, + "11": { + "Dice": 0.7729623684679865, + "FN": 870, + "FP": 403, + "IoU": 0.6299418604651162, + "TN": 108123488, + "TP": 2167, + "n_pred": 2570, + "n_ref": 3037 + }, + "12": { + "Dice": 0.7975772259236826, + "FN": 682, + "FP": 989, + "IoU": 0.6633084827725166, + "TN": 108121965, + "TP": 3292, + "n_pred": 4281, + "n_ref": 3974 + }, + "13": { + "Dice": 0.7372487870075808, + "FN": 24468, + "FP": 13277, + "IoU": 0.5838432617779689, + "TN": 108036229, + "TP": 52954, + "n_pred": 66231, + "n_ref": 77422 + }, + "14": { + "Dice": 0.8019374608718574, + "FN": 3386, + "FP": 14647, + "IoU": 0.6693619361936194, + "TN": 108072388, + "TP": 36507, + "n_pred": 51154, + "n_ref": 39893 + }, + "15": { + "Dice": 0.7818412009404956, + "FN": 5617, + "FP": 6445, + "IoU": 0.6418220691293502, + "TN": 108093252, + "TP": 21614, + "n_pred": 28059, + "n_ref": 27231 + }, + "2": { + "Dice": 0.7857157616026967, + "FN": 57306, + "FP": 15289, + "IoU": 0.6470608254289284, + "TN": 107921241, + "TP": 133092, + "n_pred": 148381, + "n_ref": 190398 + }, + "3": { + "Dice": 0.8591736877848142, + "FN": 21219, + "FP": 37466, + "IoU": 0.7531152451388714, + "TN": 107889226, + "TP": 179017, + "n_pred": 216483, + "n_ref": 200236 + }, + "4": { + "Dice": 0.8324129879145499, + "FN": 6929, + "FP": 3693, + "IoU": 0.7129344359764337, + "TN": 108089926, + "TP": 26380, + "n_pred": 30073, + "n_ref": 33309 + }, + "5": { + "Dice": 0.8928287906853665, + "FN": 503, + "FP": 307, + "IoU": 0.8064053537284895, + "TN": 108122744, + "TP": 3374, + "n_pred": 3681, + "n_ref": 3877 + }, + "6": { + "Dice": 0.9765420542187512, + "FN": 28787, + "FP": 40904, + "IoU": 0.954159433950474, + "TN": 106606637, + "TP": 1450600, + "n_pred": 1491504, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.71653985158908, + "FN": 73786, + "FP": 70684, + "IoU": 0.5582875732263627, + "TN": 107799860, + "TP": 182598, + "n_pred": 253282, + "n_ref": 256384 + }, + "8": { + "Dice": 0.9453649121583126, + "FN": 2517, + "FP": 2182, + "IoU": 0.8963905364584481, + "TN": 108081575, + "TP": 40654, + "n_pred": 42836, + "n_ref": 43171 + }, + "9": { + "Dice": 0.9223912298159499, + "FN": 6585, + "FP": 2696, + "IoU": 0.8559611385293479, + "TN": 108062494, + "TP": 55153, + "n_pred": 57849, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8464636004335987, + "FN": 10876, + "FP": 30341, + "IoU": 0.7337987780461656, + "TN": 62415326, + "TP": 113617, + "n_pred": 143958, + "n_ref": 124493 + }, + "10": { + "Dice": 0.7086798378439008, + "FN": 14918, + "FP": 21444, + "IoU": 0.5488025809653804, + "TN": 62489570, + "TP": 44228, + "n_pred": 65672, + "n_ref": 59146 + }, + "11": { + "Dice": 0.6650381679389313, + "FN": 963, + "FP": 134, + "IoU": 0.49817017383348583, + "TN": 62567974, + "TP": 1089, + "n_pred": 1223, + "n_ref": 2052 + }, + "12": { + "Dice": 0.6713789682539683, + "FN": 1560, + "FP": 1090, + "IoU": 0.5053201418704498, + "TN": 62564803, + "TP": 2707, + "n_pred": 3797, + "n_ref": 4267 + }, + "13": { + "Dice": 0.812165500205846, + "FN": 10145, + "FP": 4455, + "IoU": 0.6837362446928342, + "TN": 62523996, + "TP": 31564, + "n_pred": 36019, + "n_ref": 41709 + }, + "14": { + "Dice": 0.5803207853366653, + "FN": 208716, + "FP": 2049, + "IoU": 0.40876895241033984, + "TN": 62213675, + "TP": 145720, + "n_pred": 147769, + "n_ref": 354436 + }, + "15": { + "Dice": 0.2361982813769732, + "FN": 77678, + "FP": 10674, + "IoU": 0.1339143050395538, + "TN": 62468147, + "TP": 13661, + "n_pred": 24335, + "n_ref": 91339 + }, + "2": { + "Dice": 0.7020692307692308, + "FN": 75743, + "FP": 1719, + "IoU": 0.5409142362695651, + "TN": 62401429, + "TP": 91269, + "n_pred": 92988, + "n_ref": 167012 + }, + "3": { + "Dice": 0.8066957539918757, + "FN": 15185, + "FP": 73468, + "IoU": 0.6760185063368855, + "TN": 62296524, + "TP": 184983, + "n_pred": 258451, + "n_ref": 200168 + }, + "4": { + "Dice": 0.9249436036706893, + "FN": 2364, + "FP": 1063, + "IoU": 0.8603675182333048, + "TN": 62545617, + "TP": 21116, + "n_pred": 22179, + "n_ref": 23480 + }, + "5": { + "Dice": 0.640599132834056, + "FN": 4112, + "FP": 447, + "IoU": 0.47123637207144514, + "TN": 62561538, + "TP": 4063, + "n_pred": 4510, + "n_ref": 8175 + }, + "6": { + "Dice": 0.9356428813572685, + "FN": 33390, + "FP": 162528, + "IoU": 0.8790685616406648, + "TN": 60950085, + "TP": 1424157, + "n_pred": 1586685, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.82657542479663, + "FN": 30613, + "FP": 35177, + "IoU": 0.7044129143565735, + "TN": 62347586, + "TP": 156784, + "n_pred": 191961, + "n_ref": 187397 + }, + "8": { + "Dice": 0.8856989054369281, + "FN": 3488, + "FP": 13711, + "IoU": 0.7948470209339774, + "TN": 62486325, + "TP": 66636, + "n_pred": 80347, + "n_ref": 70124 + }, + "9": { + "Dice": 0.8118070369793908, + "FN": 5262, + "FP": 15293, + "IoU": 0.6832282821433525, + "TN": 62505271, + "TP": 44334, + "n_pred": 59627, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6903945532127395, + "FN": 125867, + "FP": 13009, + "IoU": 0.5271775212194051, + "TN": 55087531, + "TP": 154841, + "n_pred": 167850, + "n_ref": 280708 + }, + "10": { + "Dice": 0.84128967427593, + "FN": 12941, + "FP": 11066, + "IoU": 0.7260569407200319, + "TN": 55293613, + "TP": 63628, + "n_pred": 74694, + "n_ref": 76569 + }, + "11": { + "Dice": 0.5525841346153846, + "FN": 2488, + "FP": 490, + "IoU": 0.38177288768943324, + "TN": 55376431, + "TP": 1839, + "n_pred": 2329, + "n_ref": 4327 + }, + "12": { + "Dice": 0.7048942347573621, + "FN": 1329, + "FP": 1517, + "IoU": 0.544275420336269, + "TN": 55375003, + "TP": 3399, + "n_pred": 4916, + "n_ref": 4728 + }, + "13": { + "Dice": 0.6800682004757194, + "FN": 22563, + "FP": 7835, + "IoU": 0.5152298025707269, + "TN": 55318542, + "TP": 32308, + "n_pred": 40143, + "n_ref": 54871 + }, + "14": { + "Dice": 0.7817090710707733, + "FN": 16378, + "FP": 27636, + "IoU": 0.6416440051456579, + "TN": 55258426, + "TP": 78808, + "n_pred": 106444, + "n_ref": 95186 + }, + "15": { + "Dice": 0.7787400343911208, + "FN": 25589, + "FP": 9796, + "IoU": 0.6376529619579131, + "TN": 55283593, + "TP": 62270, + "n_pred": 72066, + "n_ref": 87859 + }, + "2": { + "Dice": 0.6300247465474574, + "FN": 96714, + "FP": 19153, + "IoU": 0.4598803846709646, + "TN": 55166727, + "TP": 98654, + "n_pred": 117807, + "n_ref": 195368 + }, + "3": { + "Dice": 0.7117811877137026, + "FN": 35152, + "FP": 85303, + "IoU": 0.5525312787898601, + "TN": 55112056, + "TP": 148737, + "n_pred": 234040, + "n_ref": 183889 + }, + "4": { + "Dice": 0.6872882092275611, + "FN": 3454, + "FP": 145, + "IoU": 0.5235636748742388, + "TN": 55373694, + "TP": 3955, + "n_pred": 4100, + "n_ref": 7409 + }, + "5": { + "Dice": 0.7965923432898612, + "FN": 1853, + "FP": 81, + "IoU": 0.6619472120258696, + "TN": 55375527, + "TP": 3787, + "n_pred": 3868, + "n_ref": 5640 + }, + "6": { + "Dice": 0.9303179835129178, + "FN": 50886, + "FP": 166016, + "IoU": 0.8697145218615094, + "TN": 53716427, + "TP": 1447919, + "n_pred": 1613935, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.8320454028707512, + "FN": 34364, + "FP": 22515, + "IoU": 0.7123953319040491, + "TN": 55183480, + "TP": 140889, + "n_pred": 163404, + "n_ref": 175253 + }, + "8": { + "Dice": 0.9493973843918284, + "FN": 2624, + "FP": 2112, + "IoU": 0.9036693515580506, + "TN": 55332084, + "TP": 44428, + "n_pred": 46540, + "n_ref": 47052 + }, + "9": { + "Dice": 0.8353100792157206, + "FN": 12744, + "FP": 2308, + "IoU": 0.7171952502630392, + "TN": 55328024, + "TP": 38172, + "n_pred": 40480, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8903450442081626, + "FN": 22289, + "FP": 43343, + "IoU": 0.8023620672002698, + "TN": 110814533, + "TP": 266450, + "n_pred": 309793, + "n_ref": 288739 + }, + "10": { + "Dice": 0.7813577429223523, + "FN": 17912, + "FP": 18108, + "IoU": 0.6411707278197286, + "TN": 111046233, + "TP": 64362, + "n_pred": 82470, + "n_ref": 82274 + }, + "11": { + "Dice": 0.8047185901080159, + "FN": 803, + "FP": 571, + "IoU": 0.6732461355529132, + "TN": 111142410, + "TP": 2831, + "n_pred": 3402, + "n_ref": 3634 + }, + "12": { + "Dice": 0.8541736506872276, + "FN": 556, + "FP": 314, + "IoU": 0.7454651843183148, + "TN": 111143197, + "TP": 2548, + "n_pred": 2862, + "n_ref": 3104 + }, + "13": { + "Dice": 0.7243285250945656, + "FN": 16924, + "FP": 17839, + "IoU": 0.5678017729041562, + "TN": 111066182, + "TP": 45670, + "n_pred": 63509, + "n_ref": 62594 + }, + "14": { + "Dice": 0.8447473606200873, + "FN": 6350, + "FP": 6429, + "IoU": 0.73122305184562, + "TN": 111099070, + "TP": 34766, + "n_pred": 41195, + "n_ref": 41116 + }, + "15": { + "Dice": 0.7264849175909609, + "FN": 7843, + "FP": 5350, + "IoU": 0.5704564693625057, + "TN": 111115901, + "TP": 17521, + "n_pred": 22871, + "n_ref": 25364 + }, + "2": { + "Dice": 0.7304079948954917, + "FN": 66026, + "FP": 309, + "IoU": 0.5753092268688058, + "TN": 110990419, + "TP": 89861, + "n_pred": 90170, + "n_ref": 155887 + }, + "3": { + "Dice": 0.8175360907632696, + "FN": 42220, + "FP": 48100, + "IoU": 0.6913835461506658, + "TN": 110853954, + "TP": 202341, + "n_pred": 250441, + "n_ref": 244561 + }, + "4": { + "Dice": 0.8357221609702316, + "FN": 2541, + "FP": 3866, + "IoU": 0.7178030303030303, + "TN": 111123911, + "TP": 16297, + "n_pred": 20163, + "n_ref": 18838 + }, + "5": { + "Dice": 0.8299256505576208, + "FN": 302, + "FP": 1528, + "IoU": 0.7092930897537728, + "TN": 111140320, + "TP": 4465, + "n_pred": 5993, + "n_ref": 4767 + }, + "6": { + "Dice": 0.9616262355537352, + "FN": 60504, + "FP": 62699, + "IoU": 0.9260887249655649, + "TN": 109479711, + "TP": 1543701, + "n_pred": 1606400, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.3792877131525437, + "FN": 284502, + "FP": 23812, + "IoU": 0.2340253209842191, + "TN": 110744103, + "TP": 94198, + "n_pred": 118010, + "n_ref": 378700 + }, + "8": { + "Dice": 0.9510133364572992, + "FN": 3428, + "FP": 4517, + "IoU": 0.9066019326170268, + "TN": 111061549, + "TP": 77121, + "n_pred": 81638, + "n_ref": 80549 + }, + "9": { + "Dice": 0.9036915411618164, + "FN": 7971, + "FP": 2235, + "IoU": 0.8243040851107782, + "TN": 111088526, + "TP": 47883, + "n_pred": 50118, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.937728778737503, + "FN": 7752, + "FP": 18072, + "IoU": 0.8827583388948665, + "TN": 96900762, + "TP": 194439, + "n_pred": 212511, + "n_ref": 202191 + }, + "10": { + "Dice": 0.8530826993727126, + "FN": 13679, + "FP": 7236, + "IoU": 0.7438048923894802, + "TN": 97039388, + "TP": 60722, + "n_pred": 67958, + "n_ref": 74401 + }, + "11": { + "Dice": 0.7774412231357277, + "FN": 1217, + "FP": 326, + "IoU": 0.6359131665880132, + "TN": 97116787, + "TP": 2695, + "n_pred": 3021, + "n_ref": 3912 + }, + "12": { + "Dice": 0.7328745367919535, + "FN": 1822, + "FP": 701, + "IoU": 0.5783756684491979, + "TN": 97115041, + "TP": 3461, + "n_pred": 4162, + "n_ref": 5283 + }, + "13": { + "Dice": 0.8070323425603232, + "FN": 15015, + "FP": 2371, + "IoU": 0.676491384764244, + "TN": 97067283, + "TP": 36356, + "n_pred": 38727, + "n_ref": 51371 + }, + "14": { + "Dice": 0.9089105623909408, + "FN": 21057, + "FP": 1442, + "IoU": 0.8330303007814529, + "TN": 96986276, + "TP": 112250, + "n_pred": 113692, + "n_ref": 133307 + }, + "15": { + "Dice": 0.8694044844490878, + "FN": 14409, + "FP": 1841, + "IoU": 0.7689792436735854, + "TN": 97050685, + "TP": 54090, + "n_pred": 55931, + "n_ref": 68499 + }, + "2": { + "Dice": 0.5614430568897427, + "FN": 101642, + "FP": 1079, + "IoU": 0.39028212235788523, + "TN": 96952552, + "TP": 65752, + "n_pred": 66831, + "n_ref": 167394 + }, + "3": { + "Dice": 0.7721719881439237, + "FN": 14037, + "FP": 107409, + "IoU": 0.6288926304724479, + "TN": 96793772, + "TP": 205807, + "n_pred": 313216, + "n_ref": 219844 + }, + "4": { + "Dice": 0.8660658710183757, + "FN": 1232, + "FP": 3717, + "IoU": 0.7637708830548926, + "TN": 97100075, + "TP": 16001, + "n_pred": 19718, + "n_ref": 17233 + }, + "5": { + "Dice": 0.5936279944088302, + "FN": 6300, + "FP": 2131, + "IoU": 0.422098841592981, + "TN": 97106436, + "TP": 6158, + "n_pred": 8289, + "n_ref": 12458 + }, + "6": { + "Dice": 0.9446638672678241, + "FN": 31454, + "FP": 150865, + "IoU": 0.8951307910041604, + "TN": 95382488, + "TP": 1556218, + "n_pred": 1707083, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.6390445196094708, + "FN": 167024, + "FP": 13431, + "IoU": 0.4695557854883655, + "TN": 96780829, + "TP": 159741, + "n_pred": 173172, + "n_ref": 326765 + }, + "8": { + "Dice": 0.9512591017101801, + "FN": 6633, + "FP": 2946, + "IoU": 0.9070487317328779, + "TN": 97017971, + "TP": 93475, + "n_pred": 96421, + "n_ref": 100108 + }, + "9": { + "Dice": 0.9020073032602278, + "FN": 12942, + "FP": 4984, + "IoU": 0.8215057403737964, + "TN": 97020596, + "TP": 82503, + "n_pred": 87487, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8829065465478891, + "FN": 39154, + "FP": 2750, + "IoU": 0.7903605054881282, + "TN": 78856519, + "TP": 157982, + "n_pred": 160732, + "n_ref": 197136 + }, + "10": { + "Dice": 0.7591900478651431, + "FN": 29330, + "FP": 11069, + "IoU": 0.6118503857572467, + "TN": 78952324, + "TP": 63682, + "n_pred": 74751, + "n_ref": 93012 + }, + "11": { + "Dice": 0.6548113021142067, + "FN": 1352, + "FP": 395, + "IoU": 0.48678025851938894, + "TN": 79053001, + "TP": 1657, + "n_pred": 2052, + "n_ref": 3009 + }, + "12": { + "Dice": 0.6477745757284662, + "FN": 981, + "FP": 1219, + "IoU": 0.4790433341226616, + "TN": 79052182, + "TP": 2023, + "n_pred": 3242, + "n_ref": 3004 + }, + "13": { + "Dice": 0.6482527308162988, + "FN": 29719, + "FP": 9084, + "IoU": 0.4795665177912794, + "TN": 78981846, + "TP": 35756, + "n_pred": 44840, + "n_ref": 65475 + }, + "14": { + "Dice": 0.6611964825013323, + "FN": 8103, + "FP": 22411, + "IoU": 0.4938711871153942, + "TN": 78996116, + "TP": 29775, + "n_pred": 52186, + "n_ref": 37878 + }, + "15": { + "Dice": 0.6511179930949664, + "FN": 16561, + "FP": 6984, + "IoU": 0.4827093769224009, + "TN": 79010889, + "TP": 21971, + "n_pred": 28955, + "n_ref": 38532 + }, + "2": { + "Dice": 0.8153718203403415, + "FN": 18139, + "FP": 24706, + "IoU": 0.6882934530348556, + "TN": 78918952, + "TP": 94608, + "n_pred": 119314, + "n_ref": 112747 + }, + "3": { + "Dice": 0.7739611806592397, + "FN": 37144, + "FP": 12059, + "IoU": 0.6312697187478923, + "TN": 78922966, + "TP": 84236, + "n_pred": 96295, + "n_ref": 121380 + }, + "4": { + "Dice": 0.7298904538341158, + "FN": 2652, + "FP": 1663, + "IoU": 0.57466732380483, + "TN": 79046260, + "TP": 5830, + "n_pred": 7493, + "n_ref": 8482 + }, + "5": { + "Dice": 0.8526055534423735, + "FN": 475, + "FP": 1075, + "IoU": 0.7430797281617769, + "TN": 79050372, + "TP": 4483, + "n_pred": 5558, + "n_ref": 4958 + }, + "6": { + "Dice": 0.9451325825506218, + "FN": 28781, + "FP": 120980, + "IoU": 0.8959728653254925, + "TN": 77616771, + "TP": 1289873, + "n_pred": 1410853, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.7796540977186064, + "FN": 168395, + "FP": 4326, + "IoU": 0.6388795965644418, + "TN": 78578113, + "TP": 305571, + "n_pred": 309897, + "n_ref": 473966 + }, + "8": { + "Dice": 0.9232069748553812, + "FN": 3678, + "FP": 955, + "IoU": 0.857367157194754, + "TN": 79023923, + "TP": 27849, + "n_pred": 28804, + "n_ref": 31527 + }, + "9": { + "Dice": 0.8874545522695754, + "FN": 12100, + "FP": 2913, + "IoU": 0.7976793703843459, + "TN": 78982201, + "TP": 59191, + "n_pred": 62104, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9562156637281206, + "FN": 8892, + "FP": 11670, + "IoU": 0.9161046305249887, + "TN": 122466849, + "TP": 224529, + "n_pred": 236199, + "n_ref": 233421 + }, + "10": { + "Dice": 0.7868746823495244, + "FN": 23695, + "FP": 23271, + "IoU": 0.6486342926825619, + "TN": 122578273, + "TP": 86701, + "n_pred": 109972, + "n_ref": 110396 + }, + "11": { + "Dice": 0.6176946857058737, + "FN": 2084, + "FP": 513, + "IoU": 0.4468583599574015, + "TN": 122707245, + "TP": 2098, + "n_pred": 2611, + "n_ref": 4182 + }, + "12": { + "Dice": 0.29949238578680204, + "FN": 4992, + "FP": 1080, + "IoU": 0.1761194029850746, + "TN": 122704570, + "TP": 1298, + "n_pred": 2378, + "n_ref": 6290 + }, + "13": { + "Dice": 0.2853863197515594, + "FN": 37764, + "FP": 42545, + "IoU": 0.16644351030152058, + "TN": 122615595, + "TP": 16036, + "n_pred": 58581, + "n_ref": 53800 + }, + "14": { + "Dice": 0.7114265267175572, + "FN": 18226, + "FP": 54356, + "IoU": 0.5521039672695632, + "TN": 122549889, + "TP": 89469, + "n_pred": 143825, + "n_ref": 107695 + }, + "15": { + "Dice": 0.8094206215982501, + "FN": 11308, + "FP": 7425, + "IoU": 0.6798543938202823, + "TN": 122653426, + "TP": 39781, + "n_pred": 47206, + "n_ref": 51089 + }, + "2": { + "Dice": 0.32281877564896433, + "FN": 110353, + "FP": 1195, + "IoU": 0.1924769792088956, + "TN": 122573804, + "TP": 26588, + "n_pred": 27783, + "n_ref": 136941 + }, + "3": { + "Dice": 0.6660850231484738, + "FN": 3878, + "FP": 138496, + "IoU": 0.49934593636593805, + "TN": 122427564, + "TP": 142002, + "n_pred": 280498, + "n_ref": 145880 + }, + "4": { + "Dice": 0.712984071922503, + "FN": 18407, + "FP": 19488, + "IoU": 0.5539823217165118, + "TN": 122626977, + "TP": 47068, + "n_pred": 66556, + "n_ref": 65475 + }, + "5": { + "Dice": 0.5283794466403162, + "FN": 10525, + "FP": 1407, + "IoU": 0.3590459819510099, + "TN": 122693324, + "TP": 6684, + "n_pred": 8091, + "n_ref": 17209 + }, + "6": { + "Dice": 0.9225909281138688, + "FN": 42016, + "FP": 238022, + "IoU": 0.856305141833236, + "TN": 120763102, + "TP": 1668800, + "n_pred": 1906822, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.6676469200496482, + "FN": 219546, + "FP": 125605, + "IoU": 0.5011035964089392, + "TN": 122020111, + "TP": 346678, + "n_pred": 472283, + "n_ref": 566224 + }, + "8": { + "Dice": 0.9370601537765717, + "FN": 6960, + "FP": 10435, + "IoU": 0.8815740204922218, + "TN": 122565055, + "TP": 129490, + "n_pred": 139925, + "n_ref": 136450 + }, + "9": { + "Dice": 0.8851298190401259, + "FN": 8371, + "FP": 8857, + "IoU": 0.7939308398023994, + "TN": 122628337, + "TP": 66375, + "n_pred": 75232, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/loop_000/summary_cross_val.json b/nnActive_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/loop_000/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..c901e9b45597d776232effa6460ac3226d93c4c8 --- /dev/null +++ b/nnActive_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/loop_000/summary_cross_val.json @@ -0,0 +1,24396 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": 0.43683713372349303, + "FN": 812.1333333333333, + "FP": 622.2355555555555, + "IoU": 0.37342652054929076, + "TN": 218683.77555555556, + "TP": 1842.388888888889, + "n_pred": 2464.624444444444, + "n_ref": 2654.5222222222224 + }, + "mean": { + "1": { + "Dice": 0.13892763897369637, + "FN": 4472.366666666667, + "FP": 108.63333333333334, + "IoU": 0.10238343308515016, + "TN": 217290.83333333334, + "TP": 88.7, + "n_pred": 197.33333333333334, + "n_ref": 4561.066666666667 + }, + "10": { + "Dice": 0.6470942572742028, + "FN": 900.1, + "FP": 658.3, + "IoU": 0.522269663736771, + "TN": 217582.03333333333, + "TP": 2820.1, + "n_pred": 3478.4, + "n_ref": 3720.2 + }, + "11": { + "Dice": 0.263592616533793, + "FN": 21.166666666666668, + "FP": 13.033333333333333, + "IoU": 0.21798526966025186, + "TN": 221865.16666666666, + "TP": 61.166666666666664, + "n_pred": 74.2, + "n_ref": 82.33333333333333 + }, + "12": { + "Dice": 0.3583464990288952, + "FN": 131.96666666666667, + "FP": 70.03333333333333, + "IoU": 0.28316468703901143, + "TN": 221510.73333333334, + "TP": 247.8, + "n_pred": 317.8333333333333, + "n_ref": 379.76666666666665 + }, + "13": { + "Dice": 0.28728873727893645, + "FN": 1852.8666666666666, + "FP": 705.5, + "IoU": 0.2125088116330461, + "TN": 217873.23333333334, + "TP": 1528.9333333333334, + "n_pred": 2234.4333333333334, + "n_ref": 3381.8 + }, + "14": { + "Dice": 0.7603696415845218, + "FN": 472.8, + "FP": 13.7, + "IoU": 0.6479266625345623, + "TN": 220305.66666666666, + "TP": 1168.3666666666666, + "n_pred": 1182.0666666666666, + "n_ref": 1641.1666666666667 + }, + "15": { + "Dice": 0.40436184657162255, + "FN": 11.833333333333334, + "FP": 90.9, + "IoU": 0.3394358170679584, + "TN": 221698.96666666667, + "TP": 158.83333333333334, + "n_pred": 249.73333333333332, + "n_ref": 170.66666666666666 + }, + "2": { + "Dice": 0.1489025012761613, + "FN": 19.833333333333332, + "FP": 662.5666666666667, + "IoU": 0.13456038379924348, + "TN": 221180.9, + "TP": 97.23333333333333, + "n_pred": 759.8, + "n_ref": 117.06666666666666 + }, + "3": { + "Dice": 0.5141541757247976, + "FN": 305.73333333333335, + "FP": 204.96666666666667, + "IoU": 0.4687923442507497, + "TN": 220152.33333333334, + "TP": 1297.5, + "n_pred": 1502.4666666666667, + "n_ref": 1603.2333333333333 + }, + "4": { + "Dice": 0.2328923444859738, + "FN": 309.53333333333336, + "FP": 234.0, + "IoU": 0.213209783241973, + "TN": 220762.63333333333, + "TP": 654.3666666666667, + "n_pred": 888.3666666666667, + "n_ref": 963.9 + }, + "5": { + "Dice": 0.20222260362138506, + "FN": 46.666666666666664, + "FP": 56.733333333333334, + "IoU": 0.16977665706051873, + "TN": 221700.03333333333, + "TP": 157.1, + "n_pred": 213.83333333333334, + "n_ref": 203.76666666666668 + }, + "6": { + "Dice": 0.5485878173641935, + "FN": 379.8666666666667, + "FP": 4993.866666666667, + "IoU": 0.5116396372184391, + "TN": 206878.46666666667, + "TP": 9708.333333333334, + "n_pred": 14702.2, + "n_ref": 10088.2 + }, + "7": { + "Dice": 0.416195036006172, + "FN": 2329.5, + "FP": 1043.1333333333334, + "IoU": 0.3266818051328404, + "TN": 215335.86666666667, + "TP": 3252.0333333333333, + "n_pred": 4295.166666666667, + "n_ref": 5581.533333333334 + }, + "8": { + "Dice": 0.9397137478125097, + "FN": 246.26666666666668, + "FP": 210.76666666666668, + "IoU": 0.8870955135922642, + "TN": 217440.53333333333, + "TP": 4062.9666666666667, + "n_pred": 4273.733333333334, + "n_ref": 4309.233333333334 + }, + "9": { + "Dice": 0.6899075423155341, + "FN": 681.5, + "FP": 267.4, + "IoU": 0.5639673391865819, + "TN": 218679.23333333334, + "TP": 2332.4, + "n_pred": 2599.8, + "n_ref": 3013.9 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2638, + "IoU": 0.0, + "TN": 172594, + "TP": 0, + "n_pred": 2638, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 31, + "IoU": 0.0, + "TN": 175201, + "TP": 0, + "n_pred": 31, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 95, + "IoU": 0.0, + "TN": 175137, + "TP": 0, + "n_pred": 95, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0004.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0004.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0007.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0007.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 12557, + "IoU": 0.0, + "TN": 337907, + "TP": 0, + "n_pred": 12557, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 4112, + "IoU": 0.0, + "TN": 346352, + "TP": 0, + "n_pred": 4112, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 324, + "IoU": 0.0, + "TN": 350140, + "TP": 0, + "n_pred": 324, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 679, + "FP": 0, + "IoU": 0.0, + "TN": 349785, + "TP": 0, + "n_pred": 0, + "n_ref": 679 + }, + "6": { + "Dice": 0.9586042183990471, + "FN": 1442, + "FP": 5543, + "IoU": 0.9204994252284859, + "TN": 262603, + "TP": 80876, + "n_pred": 86419, + "n_ref": 82318 + }, + "7": { + "Dice": 0.7124060150375939, + "FN": 75, + "FP": 231, + "IoU": 0.5532846715328467, + "TN": 349779, + "TP": 379, + "n_pred": 610, + "n_ref": 454 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7248103399831414, + "FN": 4733, + "FP": 164, + "IoU": 0.5683941477172572, + "TN": 339118, + "TP": 6449, + "n_pred": 6613, + "n_ref": 11182 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0049.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0049.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7788329376483819, + "FN": 3353, + "FP": 187, + "IoU": 0.6377775503939425, + "TN": 515923, + "TP": 6233, + "n_pred": 6420, + "n_ref": 9586 + }, + "11": { + "Dice": 0.790777849601379, + "FN": 635, + "FP": 336, + "IoU": 0.6539558089807556, + "TN": 522890, + "TP": 1835, + "n_pred": 2171, + "n_ref": 2470 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 62, + "IoU": 0.0, + "TN": 525634, + "TP": 0, + "n_pred": 62, + "n_ref": 0 + }, + "13": { + "Dice": 0.8017074593864202, + "FN": 945, + "FP": 5512, + "IoU": 0.6690415171706817, + "TN": 506186, + "TP": 13053, + "n_pred": 18565, + "n_ref": 13998 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8934150076569678, + "FN": 595, + "FP": 101, + "IoU": 0.8073623027954608, + "TN": 522083, + "TP": 2917, + "n_pred": 3018, + "n_ref": 3512 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 525689, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 186, + "IoU": 0.0, + "TN": 525510, + "TP": 0, + "n_pred": 186, + "n_ref": 0 + }, + "6": { + "Dice": 0.9235783322094853, + "FN": 2469, + "FP": 931, + "IoU": 0.8580079348506995, + "TN": 501751, + "TP": 20545, + "n_pred": 21476, + "n_ref": 23014 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9175487130141929, + "FN": 609, + "FP": 2133, + "IoU": 0.8476582032335129, + "TN": 507697, + "TP": 15257, + "n_pred": 17390, + "n_ref": 15866 + }, + "9": { + "Dice": 0.8235751386876788, + "FN": 4636, + "FP": 5350, + "IoU": 0.7000660779720069, + "TN": 492402, + "TP": 23308, + "n_pred": 28658, + "n_ref": 27944 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0059.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0059.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0067.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0067.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0077.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0077.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.4365781710914454, + "FN": 182, + "FP": 9, + "IoU": 0.2792452830188679, + "TN": 350199, + "TP": 74, + "n_pred": 83, + "n_ref": 256 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 4417, + "FP": 231, + "IoU": 0.0, + "TN": 345816, + "TP": 0, + "n_pred": 231, + "n_ref": 4417 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9159789947486872, + "FN": 1315, + "FP": 2269, + "IoU": 0.8449826989619377, + "TN": 327344, + "TP": 19536, + "n_pred": 21805, + "n_ref": 20851 + }, + "5": { + "Dice": 0.8088904144855402, + "FN": 721, + "FP": 1506, + "IoU": 0.6791066282420749, + "TN": 343524, + "TP": 4713, + "n_pred": 6219, + "n_ref": 5434 + }, + "6": { + "Dice": 0.9569155911381048, + "FN": 4305, + "FP": 689, + "IoU": 0.9173903693778638, + "TN": 290011, + "TP": 55459, + "n_pred": 56148, + "n_ref": 59764 + }, + "7": { + "Dice": 0.7009003001000333, + "FN": 6097, + "FP": 1079, + "IoU": 0.5395277207392197, + "TN": 334880, + "TP": 8408, + "n_pred": 9487, + "n_ref": 14505 + }, + "8": { + "Dice": 0.9503452811575139, + "FN": 2451, + "FP": 1022, + "IoU": 0.9053884711779449, + "TN": 313756, + "TP": 33235, + "n_pred": 34257, + "n_ref": 35686 + }, + "9": { + "Dice": 0.47033595425303787, + "FN": 56, + "FP": 685, + "IoU": 0.3074766355140187, + "TN": 349394, + "TP": 329, + "n_pred": 1014, + "n_ref": 385 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0084.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0084.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0105.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0105.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 326, + "IoU": 0.0, + "TN": 174906, + "TP": 0, + "n_pred": 326, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0111.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0111.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0127.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0127.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8904297710439226, + "FN": 2466, + "FP": 2401, + "IoU": 0.8024996956539382, + "TN": 325821, + "TP": 19776, + "n_pred": 22177, + "n_ref": 22242 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.4830580755214391, + "FN": 19980, + "FP": 21, + "IoU": 0.3184420363933756, + "TN": 321118, + "TP": 9345, + "n_pred": 9366, + "n_ref": 29325 + }, + "14": { + "Dice": 0.5808962442378901, + "FN": 11073, + "FP": 19, + "IoU": 0.40934022045902335, + "TN": 331685, + "TP": 7687, + "n_pred": 7706, + "n_ref": 18760 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 135, + "IoU": 0.0, + "TN": 350329, + "TP": 0, + "n_pred": 135, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 30, + "IoU": 0.0, + "TN": 350434, + "TP": 0, + "n_pred": 30, + "n_ref": 0 + }, + "8": { + "Dice": 0.9016786570743405, + "FN": 35, + "FP": 6, + "IoU": 0.8209606986899564, + "TN": 350235, + "TP": 188, + "n_pred": 194, + "n_ref": 223 + }, + "9": { + "Dice": 0.3916245791245791, + "FN": 5780, + "FP": 2, + "IoU": 0.24349077587334816, + "TN": 342821, + "TP": 1861, + "n_pred": 1863, + "n_ref": 7641 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0131.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0131.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.006336275175379045, + "FN": 4391, + "FP": 0, + "IoU": 0.003178206583427923, + "TN": 170827, + "TP": 14, + "n_pred": 14, + "n_ref": 4405 + }, + "10": { + "Dice": 0.5221640488656195, + "FN": 4155, + "FP": 1321, + "IoU": 0.35333018422295703, + "TN": 166764, + "TP": 2992, + "n_pred": 4313, + "n_ref": 7147 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5857252494244052, + "FN": 1645, + "FP": 1054, + "IoU": 0.4141523768178858, + "TN": 170625, + "TP": 1908, + "n_pred": 2962, + "n_ref": 3553 + }, + "13": { + "Dice": 0.04573594440934934, + "FN": 102, + "FP": 7451, + "IoU": 0.023403154900439618, + "TN": 167498, + "TP": 181, + "n_pred": 7632, + "n_ref": 283 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 872, + "IoU": 0.0, + "TN": 174360, + "TP": 0, + "n_pred": 872, + "n_ref": 0 + }, + "3": { + "Dice": 0.9160743813640452, + "FN": 1799, + "FP": 1094, + "IoU": 0.8451450594154801, + "TN": 156550, + "TP": 15789, + "n_pred": 16883, + "n_ref": 17588 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 5353, + "IoU": 0.0, + "TN": 169879, + "TP": 0, + "n_pred": 5353, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 3267, + "FP": 0, + "IoU": 0.0, + "TN": 171965, + "TP": 0, + "n_pred": 0, + "n_ref": 3267 + }, + "8": { + "Dice": 0.915675823424901, + "FN": 80, + "FP": 1154, + "IoU": 0.8444668515250819, + "TN": 167298, + "TP": 6700, + "n_pred": 7854, + "n_ref": 6780 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0138.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0138.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 127101, + "FP": 0, + "IoU": 0.0, + "TN": 48131, + "TP": 0, + "n_pred": 0, + "n_ref": 127101 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 128659, + "IoU": 0.0, + "TN": 46573, + "TP": 0, + "n_pred": 128659, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0147.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0147.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0156.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0156.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0166.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0166.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7801867911941294, + "FN": 800, + "FP": 518, + "IoU": 0.639595296691277, + "TN": 171575, + "TP": 2339, + "n_pred": 2857, + "n_ref": 3139 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.02297266253158741, + "FN": 8506, + "FP": 0, + "IoU": 0.011619800139437602, + "TN": 166626, + "TP": 100, + "n_pred": 100, + "n_ref": 8606 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 52, + "IoU": 0.0, + "TN": 175180, + "TP": 0, + "n_pred": 52, + "n_ref": 0 + }, + "7": { + "Dice": 0.2751396648044693, + "FN": 547, + "FP": 491, + "IoU": 0.15951417004048582, + "TN": 173997, + "TP": 197, + "n_pred": 688, + "n_ref": 744 + }, + "8": { + "Dice": 0.9540133779264214, + "FN": 201, + "FP": 459, + "IoU": 0.9120703437250199, + "TN": 167726, + "TP": 6846, + "n_pred": 7305, + "n_ref": 7047 + }, + "9": { + "Dice": 0.714859437751004, + "FN": 75, + "FP": 67, + "IoU": 0.55625, + "TN": 174912, + "TP": 178, + "n_pred": 245, + "n_ref": 253 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0184.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0184.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0186.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0186.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 16989, + "IoU": 0.0, + "TN": 158243, + "TP": 0, + "n_pred": 16989, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0224.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0224.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0268.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0268.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.49702203692674213, + "FN": 6918, + "FP": 3216, + "IoU": 0.3306914999009313, + "TN": 160091, + "TP": 5007, + "n_pred": 8223, + "n_ref": 11925 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6946147290870605, + "FN": 8555, + "FP": 2554, + "IoU": 0.532114728551573, + "TN": 151489, + "TP": 12634, + "n_pred": 15188, + "n_ref": 21189 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 10, + "IoU": 0.0, + "TN": 175222, + "TP": 0, + "n_pred": 10, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 273, + "FP": 0, + "IoU": 0.0, + "TN": 174959, + "TP": 0, + "n_pred": 0, + "n_ref": 273 + }, + "8": { + "Dice": 0.9302051634436046, + "FN": 697, + "FP": 725, + "IoU": 0.8695173426316756, + "TN": 164334, + "TP": 9476, + "n_pred": 10201, + "n_ref": 10173 + }, + "9": { + "Dice": 0.9468095329617529, + "FN": 834, + "FP": 1380, + "IoU": 0.8989917423240111, + "TN": 153313, + "TP": 19705, + "n_pred": 21085, + "n_ref": 20539 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0272.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0272.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 175230, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.935550674615626, + "FN": 895, + "FP": 132, + "IoU": 0.878905789411626, + "TN": 166751, + "TP": 7454, + "n_pred": 7586, + "n_ref": 8349 + }, + "9": { + "Dice": 0.4957236290457823, + "FN": 3007, + "FP": 0, + "IoU": 0.32954292084726866, + "TN": 170747, + "TP": 1478, + "n_pred": 1478, + "n_ref": 4485 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0273.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0273.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6630653266331659, + "FN": 2679, + "FP": 3, + "IoU": 0.49595940612666795, + "TN": 169911, + "TP": 2639, + "n_pred": 2642, + "n_ref": 5318 + }, + "10": { + "Dice": 0.7625049860390906, + "FN": 4905, + "FP": 1049, + "IoU": 0.6161681279009799, + "TN": 159720, + "TP": 9558, + "n_pred": 10607, + "n_ref": 14463 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 53, + "IoU": 0.0, + "TN": 175179, + "TP": 0, + "n_pred": 53, + "n_ref": 0 + }, + "12": { + "Dice": 0.7708029197080292, + "FN": 1126, + "FP": 287, + "IoU": 0.6270783847980997, + "TN": 171443, + "TP": 2376, + "n_pred": 2663, + "n_ref": 3502 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 4997, + "IoU": 0.0, + "TN": 170235, + "TP": 0, + "n_pred": 4997, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 6249, + "IoU": 0.0, + "TN": 168983, + "TP": 0, + "n_pred": 6249, + "n_ref": 0 + }, + "3": { + "Dice": 0.8269436455684168, + "FN": 6869, + "FP": 412, + "IoU": 0.7049479272196782, + "TN": 150555, + "TP": 17396, + "n_pred": 17808, + "n_ref": 24265 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7213855421686747, + "FN": 236, + "FP": 1614, + "IoU": 0.5641931684334511, + "TN": 170987, + "TP": 2395, + "n_pred": 4009, + "n_ref": 2631 + }, + "7": { + "Dice": 0.7820536202808681, + "FN": 3322, + "FP": 263, + "IoU": 0.6421084156933213, + "TN": 165215, + "TP": 6432, + "n_pred": 6695, + "n_ref": 9754 + }, + "8": { + "Dice": 0.9729470255443168, + "FN": 627, + "FP": 162, + "IoU": 0.947319222808306, + "TN": 160255, + "TP": 14188, + "n_pred": 14350, + "n_ref": 14815 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0302.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0302.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7540832227159924, + "FN": 130, + "FP": 4131, + "IoU": 0.6052436538817861, + "TN": 339670, + "TP": 6533, + "n_pred": 10664, + "n_ref": 6663 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 39, + "IoU": 0.0, + "TN": 350425, + "TP": 0, + "n_pred": 39, + "n_ref": 0 + }, + "13": { + "Dice": 0.6358964947696825, + "FN": 11726, + "FP": 178, + "IoU": 0.4661644019911207, + "TN": 328165, + "TP": 10395, + "n_pred": 10573, + "n_ref": 22121 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.015590383195208009, + "FN": 7971, + "FP": 4026, + "IoU": 0.00785643400595435, + "TN": 338372, + "TP": 95, + "n_pred": 4121, + "n_ref": 8066 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9691811552036371, + "FN": 1003, + "FP": 4664, + "IoU": 0.9402051195475553, + "TN": 255690, + "TP": 89107, + "n_pred": 93771, + "n_ref": 90110 + }, + "7": { + "Dice": 0.4899980765531833, + "FN": 21162, + "FP": 50, + "IoU": 0.32450162410037575, + "TN": 319062, + "TP": 10190, + "n_pred": 10240, + "n_ref": 31352 + }, + "8": { + "Dice": 0.9630825688073394, + "FN": 1266, + "FP": 243, + "IoU": 0.9287938844847112, + "TN": 329272, + "TP": 19683, + "n_pred": 19926, + "n_ref": 20949 + }, + "9": { + "Dice": 0.9515217267172957, + "FN": 1324, + "FP": 374, + "IoU": 0.9075264132447446, + "TN": 332102, + "TP": 16664, + "n_pred": 17038, + "n_ref": 17988 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0320.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0320.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9027834580316116, + "FN": 1192, + "FP": 2849, + "IoU": 0.8227942466233994, + "TN": 152428, + "TP": 18763, + "n_pred": 21612, + "n_ref": 19955 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7935508250409371, + "FN": 980, + "FP": 659, + "IoU": 0.6577573606180831, + "TN": 170443, + "TP": 3150, + "n_pred": 3809, + "n_ref": 4130 + }, + "13": { + "Dice": 0.18890200708382526, + "FN": 1355, + "FP": 19, + "IoU": 0.10430247718383312, + "TN": 173698, + "TP": 160, + "n_pred": 179, + "n_ref": 1515 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9269746646795827, + "FN": 410, + "FP": 129, + "IoU": 0.8638888888888889, + "TN": 171272, + "TP": 3421, + "n_pred": 3550, + "n_ref": 3831 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 401, + "IoU": 0.0, + "TN": 174831, + "TP": 0, + "n_pred": 401, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.8922119179796554, + "FN": 3073, + "FP": 286, + "IoU": 0.8053994554197323, + "TN": 157971, + "TP": 13902, + "n_pred": 14188, + "n_ref": 16975 + }, + "8": { + "Dice": 0.9560901931168411, + "FN": 527, + "FP": 287, + "IoU": 0.9158743282348077, + "TN": 165556, + "TP": 8862, + "n_pred": 9149, + "n_ref": 9389 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0332.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0332.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 828, + "IoU": 0.0, + "TN": 349636, + "TP": 0, + "n_pred": 828, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 350461, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0349.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0349.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.025236593059936908, + "FN": 0, + "FP": 618, + "IoU": 0.012779552715654952, + "TN": 349838, + "TP": 8, + "n_pred": 626, + "n_ref": 8 + }, + "10": { + "Dice": 0.7934514064592946, + "FN": 2902, + "FP": 4037, + "IoU": 0.657620762816401, + "TN": 330197, + "TP": 13328, + "n_pred": 17365, + "n_ref": 16230 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 208, + "FP": 0, + "IoU": 0.0, + "TN": 350256, + "TP": 0, + "n_pred": 0, + "n_ref": 208 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 202, + "IoU": 0.0, + "TN": 350262, + "TP": 0, + "n_pred": 202, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9290865384615384, + "FN": 94, + "FP": 260, + "IoU": 0.867564534231201, + "TN": 347791, + "TP": 2319, + "n_pred": 2579, + "n_ref": 2413 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9562133345229863, + "FN": 1941, + "FP": 1985, + "IoU": 0.916100354746335, + "TN": 303670, + "TP": 42868, + "n_pred": 44853, + "n_ref": 44809 + }, + "7": { + "Dice": 0.72543580131209, + "FN": 32069, + "FP": 11875, + "IoU": 0.5691637989352628, + "TN": 248467, + "TP": 58053, + "n_pred": 69928, + "n_ref": 90122 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0358.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0358.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9398430389311535, + "FN": 3111, + "FP": 392, + "IoU": 0.8865131046101014, + "TN": 144365, + "TP": 27364, + "n_pred": 27756, + "n_ref": 30475 + }, + "15": { + "Dice": 0.8087236931432451, + "FN": 355, + "FP": 1899, + "IoU": 0.6788716341359168, + "TN": 168213, + "TP": 4765, + "n_pred": 6664, + "n_ref": 5120 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0378.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0378.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0379.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0379.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0402.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0402.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0410.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0410.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": 0.42847035199028344, + "FN": 1154.84, + "FP": 448.8844444444445, + "IoU": 0.3576511592379775, + "TN": 235618.22222222222, + "TP": 2261.786666666667, + "n_pred": 2710.6711111111113, + "n_ref": 3416.626666666666 + }, + "mean": { + "1": { + "Dice": 0.5265176323710083, + "FN": 287.26666666666665, + "FP": 91.73333333333333, + "IoU": 0.4692853812873006, + "TN": 237975.4, + "TP": 1129.3333333333333, + "n_pred": 1221.0666666666666, + "n_ref": 1416.6 + }, + "10": { + "Dice": 0.43718609422886934, + "FN": 1494.6333333333334, + "FP": 616.7666666666667, + "IoU": 0.3310584219634561, + "TN": 235779.3, + "TP": 1593.0333333333333, + "n_pred": 2209.8, + "n_ref": 3087.6666666666665 + }, + "11": { + "Dice": 0.26705653021442494, + "FN": 28.966666666666665, + "FP": 24.166666666666668, + "IoU": 0.22276422764227644, + "TN": 239357.53333333333, + "TP": 73.06666666666666, + "n_pred": 97.23333333333333, + "n_ref": 102.03333333333333 + }, + "12": { + "Dice": 0.3028933807631727, + "FN": 231.43333333333334, + "FP": 43.43333333333333, + "IoU": 0.22310374951978246, + "TN": 239018.33333333334, + "TP": 190.53333333333333, + "n_pred": 233.96666666666667, + "n_ref": 421.96666666666664 + }, + "13": { + "Dice": 0.2883575057273881, + "FN": 558.9, + "FP": 334.6, + "IoU": 0.22752499994308123, + "TN": 237710.36666666667, + "TP": 879.8666666666667, + "n_pred": 1214.4666666666667, + "n_ref": 1438.7666666666667 + }, + "14": { + "Dice": 0.2876821270022446, + "FN": 924.1666666666666, + "FP": 259.3, + "IoU": 0.2344351290231927, + "TN": 236719.0, + "TP": 1581.2666666666667, + "n_pred": 1840.5666666666666, + "n_ref": 2505.4333333333334 + }, + "15": { + "Dice": 0.35825450279762655, + "FN": 610.2666666666667, + "FP": 827.3333333333334, + "IoU": 0.2514480895736444, + "TN": 237677.86666666667, + "TP": 368.26666666666665, + "n_pred": 1195.6, + "n_ref": 978.5333333333333 + }, + "2": { + "Dice": 0.15814465426474303, + "FN": 33.36666666666667, + "FP": 1298.7, + "IoU": 0.12085604540094513, + "TN": 237232.03333333333, + "TP": 919.6333333333333, + "n_pred": 2218.3333333333335, + "n_ref": 953.0 + }, + "3": { + "Dice": 0.3455256537519256, + "FN": 1421.0333333333333, + "FP": 283.46666666666664, + "IoU": 0.2911717737227932, + "TN": 235588.4, + "TP": 2190.8333333333335, + "n_pred": 2474.3, + "n_ref": 3611.866666666667 + }, + "4": { + "Dice": 0.30867287649184494, + "FN": 94.7, + "FP": 39.56666666666667, + "IoU": 0.224436176427594, + "TN": 239229.06666666668, + "TP": 120.4, + "n_pred": 159.96666666666667, + "n_ref": 215.1 + }, + "5": { + "Dice": 0.6332281474092203, + "FN": 48.5, + "FP": 45.666666666666664, + "IoU": 0.5492979710910239, + "TN": 239167.23333333334, + "TP": 222.33333333333334, + "n_pred": 268.0, + "n_ref": 270.8333333333333 + }, + "6": { + "Dice": 0.5968594974309395, + "FN": 3292.1666666666665, + "FP": 1088.5, + "IoU": 0.5119957626156387, + "TN": 221951.03333333333, + "TP": 13152.033333333333, + "n_pred": 14240.533333333333, + "n_ref": 16444.2 + }, + "7": { + "Dice": 0.47076913760324457, + "FN": 7092.066666666667, + "FP": 1170.3333333333333, + "IoU": 0.3960780761976424, + "TN": 225465.7, + "TP": 5755.633333333333, + "n_pred": 6925.966666666666, + "n_ref": 12847.7 + }, + "8": { + "Dice": 0.8694138932055164, + "FN": 686.7666666666667, + "FP": 162.73333333333332, + "IoU": 0.8073776005965911, + "TN": 235780.96666666667, + "TP": 2853.266666666667, + "n_pred": 3016.0, + "n_ref": 3540.0333333333333 + }, + "9": { + "Dice": 0.576493646592083, + "FN": 518.3666666666667, + "FP": 446.96666666666664, + "IoU": 0.5039339835647015, + "TN": 235621.1, + "TP": 2897.3, + "n_pred": 3344.266666666667, + "n_ref": 3415.6666666666665 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0006.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0006.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 413, + "FP": 0, + "IoU": 0.0, + "TN": 350051, + "TP": 0, + "n_pred": 0, + "n_ref": 413 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.6733740567732662, + "FN": 1673, + "FP": 1054, + "IoU": 0.5075839653304443, + "TN": 344926, + "TP": 2811, + "n_pred": 3865, + "n_ref": 4484 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9790101353246925, + "FN": 2180, + "FP": 1935, + "IoU": 0.9588833045233361, + "TN": 250383, + "TP": 95966, + "n_pred": 97901, + "n_ref": 98146 + }, + "7": { + "Dice": 0.9034839751826426, + "FN": 2186, + "FP": 443, + "IoU": 0.8239587518414356, + "TN": 335530, + "TP": 12305, + "n_pred": 12748, + "n_ref": 14491 + }, + "8": { + "Dice": 0.8536561264822135, + "FN": 1935, + "FP": 1027, + "IoU": 0.7446771830014653, + "TN": 338863, + "TP": 8639, + "n_pred": 9666, + "n_ref": 10574 + }, + "9": { + "Dice": 0.7709121479613283, + "FN": 3775, + "FP": 1130, + "IoU": 0.6272229822161423, + "TN": 337306, + "TP": 8253, + "n_pred": 9383, + "n_ref": 12028 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0015.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0015.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.43065789821197475, + "FN": 13507, + "FP": 8050, + "IoU": 0.2744193874116459, + "TN": 145522, + "TP": 8153, + "n_pred": 16203, + "n_ref": 21660 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.1323529411764706, + "FN": 61, + "FP": 293, + "IoU": 0.07086614173228346, + "TN": 174851, + "TP": 27, + "n_pred": 320, + "n_ref": 88 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7305719386256299, + "FN": 219, + "FP": 11704, + "IoU": 0.5755126744517232, + "TN": 147144, + "TP": 16165, + "n_pred": 27869, + "n_ref": 16384 + }, + "7": { + "Dice": 0.6637192355880701, + "FN": 21800, + "FP": 1551, + "IoU": 0.49669145382045476, + "TN": 128837, + "TP": 23044, + "n_pred": 24595, + "n_ref": 44844 + }, + "8": { + "Dice": 0.9363101764178212, + "FN": 645, + "FP": 633, + "IoU": 0.8802473763118441, + "TN": 164560, + "TP": 9394, + "n_pred": 10027, + "n_ref": 10039 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0019.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0019.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0033.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0033.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0042.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0042.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 119030, + "FP": 0, + "IoU": 0.0, + "TN": 56202, + "TP": 0, + "n_pred": 0, + "n_ref": 119030 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0050.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0050.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.45546540249794876, + "FN": 5733, + "FP": 240, + "IoU": 0.2948884429229135, + "TN": 341993, + "TP": 2498, + "n_pred": 2738, + "n_ref": 8231 + }, + "11": { + "Dice": 0.8011695906432749, + "FN": 363, + "FP": 725, + "IoU": 0.6682926829268293, + "TN": 347184, + "TP": 2192, + "n_pred": 2917, + "n_ref": 2555 + }, + "12": { + "Dice": 0.6466015547139725, + "FN": 1381, + "FP": 392, + "IoU": 0.4777614138438881, + "TN": 347069, + "TP": 1622, + "n_pred": 2014, + "n_ref": 3003 + }, + "13": { + "Dice": 0.7603160667251976, + "FN": 2263, + "FP": 1832, + "IoU": 0.613314447592068, + "TN": 339874, + "TP": 6495, + "n_pred": 8327, + "n_ref": 8758 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7712516247419527, + "FN": 986, + "FP": 13973, + "IoU": 0.6276725489708042, + "TN": 310287, + "TP": 25218, + "n_pred": 39191, + "n_ref": 26204 + }, + "3": { + "Dice": 0.5143250583330146, + "FN": 12605, + "FP": 92, + "IoU": 0.34618949536560245, + "TN": 331044, + "TP": 6723, + "n_pred": 6815, + "n_ref": 19328 + }, + "4": { + "Dice": 0.5613174491941135, + "FN": 1168, + "FP": 84, + "IoU": 0.3901607403799318, + "TN": 348411, + "TP": 801, + "n_pred": 885, + "n_ref": 1969 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9450351982215636, + "FN": 923, + "FP": 5011, + "IoU": 0.8957978471210073, + "TN": 293517, + "TP": 51013, + "n_pred": 56024, + "n_ref": 51936 + }, + "7": { + "Dice": 0.8896308593385686, + "FN": 5837, + "FP": 80, + "IoU": 0.8012027953232093, + "TN": 320700, + "TP": 23847, + "n_pred": 23927, + "n_ref": 29684 + }, + "8": { + "Dice": 0.9293878587757175, + "FN": 749, + "FP": 363, + "IoU": 0.8680901542111507, + "TN": 342034, + "TP": 7318, + "n_pred": 7681, + "n_ref": 8067 + }, + "9": { + "Dice": 0.9034140187652764, + "FN": 2097, + "FP": 1578, + "IoU": 0.8238423928674145, + "TN": 329602, + "TP": 17187, + "n_pred": 18765, + "n_ref": 19284 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0086.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0086.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 8, + "FP": 0, + "IoU": 0.0, + "TN": 350456, + "TP": 0, + "n_pred": 0, + "n_ref": 8 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 97, + "IoU": 0.0, + "TN": 350367, + "TP": 0, + "n_pred": 97, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 34, + "IoU": 0.0, + "TN": 350430, + "TP": 0, + "n_pred": 34, + "n_ref": 0 + }, + "5": { + "Dice": 0.8940092165898618, + "FN": 13, + "FP": 33, + "IoU": 0.8083333333333333, + "TN": 350224, + "TP": 194, + "n_pred": 227, + "n_ref": 207 + }, + "6": { + "Dice": 0.9688129727904793, + "FN": 1795, + "FP": 4117, + "IoU": 0.9395123747940944, + "TN": 252725, + "TP": 91827, + "n_pred": 95944, + "n_ref": 93622 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9454845814977973, + "FN": 177, + "FP": 21, + "IoU": 0.8966057441253263, + "TN": 348549, + "TP": 1717, + "n_pred": 1738, + "n_ref": 1894 + }, + "9": { + "Dice": 0.9046181100777066, + "FN": 4045, + "FP": 693, + "IoU": 0.8258472395795046, + "TN": 323258, + "TP": 22468, + "n_pred": 23161, + "n_ref": 26513 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0104.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0104.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8968668407310705, + "FN": 1177, + "FP": 245, + "IoU": 0.8130177514792899, + "TN": 167627, + "TP": 6183, + "n_pred": 6428, + "n_ref": 7360 + }, + "10": { + "Dice": 0.4806232925225134, + "FN": 4957, + "FP": 176, + "IoU": 0.31632924880127866, + "TN": 167724, + "TP": 2375, + "n_pred": 2551, + "n_ref": 7332 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6215510812826249, + "FN": 1917, + "FP": 113, + "IoU": 0.45090614011360564, + "TN": 171535, + "TP": 1667, + "n_pred": 1780, + "n_ref": 3584 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 175231, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 175230, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9458286736747931, + "FN": 793, + "FP": 418, + "IoU": 0.8972248154120342, + "TN": 163449, + "TP": 10572, + "n_pred": 10990, + "n_ref": 11365 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8037109375, + "FN": 37, + "FP": 365, + "IoU": 0.6718367346938775, + "TN": 174007, + "TP": 823, + "n_pred": 1188, + "n_ref": 860 + }, + "6": { + "Dice": 0.086229652441707, + "FN": 790, + "FP": 5441, + "IoU": 0.045057471264367814, + "TN": 168707, + "TP": 294, + "n_pred": 5735, + "n_ref": 1084 + }, + "7": { + "Dice": 0.9072155538314088, + "FN": 5091, + "FP": 1008, + "IoU": 0.8301871032408954, + "TN": 139316, + "TP": 29817, + "n_pred": 30825, + "n_ref": 34908 + }, + "8": { + "Dice": 0.9572585200527207, + "FN": 355, + "FP": 780, + "IoU": 0.9180209461899603, + "TN": 161387, + "TP": 12710, + "n_pred": 13490, + "n_ref": 13065 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 95, + "IoU": 0.0, + "TN": 175137, + "TP": 0, + "n_pred": 95, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0109.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0109.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6935590530353128, + "FN": 13234, + "FP": 2985, + "IoU": 0.5308766956873862, + "TN": 315891, + "TP": 18354, + "n_pred": 21339, + "n_ref": 31588 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7833649905028491, + "FN": 6077, + "FP": 424, + "IoU": 0.6438783894823336, + "TN": 332209, + "TP": 11754, + "n_pred": 12178, + "n_ref": 17831 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 65, + "IoU": 0.0, + "TN": 350399, + "TP": 0, + "n_pred": 65, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3347, + "IoU": 0.0, + "TN": 347117, + "TP": 0, + "n_pred": 3347, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 146, + "IoU": 0.0, + "TN": 350318, + "TP": 0, + "n_pred": 146, + "n_ref": 0 + }, + "6": { + "Dice": 0.6727398430192363, + "FN": 7997, + "FP": 50, + "IoU": 0.5068635862238019, + "TN": 334146, + "TP": 8271, + "n_pred": 8321, + "n_ref": 16268 + }, + "7": { + "Dice": 0.08362203474995372, + "FN": 34166, + "FP": 485, + "IoU": 0.043635460366526824, + "TN": 314232, + "TP": 1581, + "n_pred": 2066, + "n_ref": 35747 + }, + "8": { + "Dice": 0.9366857142857142, + "FN": 229, + "FP": 48, + "IoU": 0.8809114359415305, + "TN": 348138, + "TP": 2049, + "n_pred": 2097, + "n_ref": 2278 + }, + "9": { + "Dice": 0.9271757512683751, + "FN": 2704, + "FP": 95, + "IoU": 0.8642382499878741, + "TN": 329847, + "TP": 17818, + "n_pred": 17913, + "n_ref": 20522 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0124.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0124.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0153.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0153.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0159.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0159.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0161.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0161.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0171.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0171.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0179.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0179.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0188.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0188.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 1685, + "FP": 0, + "IoU": 0.0, + "TN": 348779, + "TP": 0, + "n_pred": 0, + "n_ref": 1685 + }, + "10": { + "Dice": 0.7640593239479033, + "FN": 5577, + "FP": 691, + "IoU": 0.6182006456721691, + "TN": 334047, + "TP": 10149, + "n_pred": 10840, + "n_ref": 15726 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 467, + "FP": 18, + "IoU": 0.0, + "TN": 349979, + "TP": 0, + "n_pred": 18, + "n_ref": 467 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1536, + "IoU": 0.0, + "TN": 348928, + "TP": 0, + "n_pred": 1536, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.17761630084650534, + "FN": 15, + "FP": 21941, + "IoU": 0.0974637234348666, + "TN": 326137, + "TP": 2371, + "n_pred": 24312, + "n_ref": 2386 + }, + "3": { + "Dice": 0.11676968556839559, + "FN": 25553, + "FP": 739, + "IoU": 0.06200499464859079, + "TN": 322434, + "TP": 1738, + "n_pred": 2477, + "n_ref": 27291 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6736842105263158, + "FN": 54, + "FP": 8, + "IoU": 0.5079365079365079, + "TN": 350338, + "TP": 64, + "n_pred": 72, + "n_ref": 118 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 917, + "IoU": 0.0, + "TN": 349547, + "TP": 0, + "n_pred": 917, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0192.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8536184210526315, + "FN": 1211, + "FP": 925, + "IoU": 0.7446197991391679, + "TN": 166868, + "TP": 6228, + "n_pred": 7153, + "n_ref": 7439 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7197480881691408, + "FN": 1827, + "FP": 42, + "IoU": 0.5621925509486999, + "TN": 170963, + "TP": 2400, + "n_pred": 2442, + "n_ref": 4227 + }, + "13": { + "Dice": 0.0, + "FN": 3688, + "FP": 0, + "IoU": 0.0, + "TN": 171544, + "TP": 0, + "n_pred": 0, + "n_ref": 3688 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 386, + "IoU": 0.0, + "TN": 174846, + "TP": 0, + "n_pred": 386, + "n_ref": 0 + }, + "3": { + "Dice": 0.5838815789473685, + "FN": 506, + "FP": 0, + "IoU": 0.41231126596980255, + "TN": 174371, + "TP": 355, + "n_pred": 355, + "n_ref": 861 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9575960632394513, + "FN": 293, + "FP": 112, + "IoU": 0.9186420249096022, + "TN": 170254, + "TP": 4573, + "n_pred": 4685, + "n_ref": 4866 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0195.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0195.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0217.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0217.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8578701739499364, + "FN": 928, + "FP": 1752, + "IoU": 0.7511144130757801, + "TN": 164464, + "TP": 8088, + "n_pred": 9840, + "n_ref": 9016 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 15, + "IoU": 0.0, + "TN": 175217, + "TP": 0, + "n_pred": 15, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.446324748261956, + "FN": 21580, + "FP": 799, + "IoU": 0.2872702952323322, + "TN": 143833, + "TP": 9020, + "n_pred": 9819, + "n_ref": 30600 + }, + "7": { + "Dice": 0.7510809285219648, + "FN": 21145, + "FP": 21630, + "IoU": 0.6013847859918553, + "TN": 67923, + "TP": 64534, + "n_pred": 86164, + "n_ref": 85679 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0294.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0294.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 175231, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1133, + "IoU": 0.0, + "TN": 174099, + "TP": 0, + "n_pred": 1133, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0297.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0297.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8785751580901549, + "FN": 1948, + "FP": 6424, + "IoU": 0.783445421624418, + "TN": 311804, + "TP": 30288, + "n_pred": 36712, + "n_ref": 32236 + }, + "15": { + "Dice": 0.09071941006659616, + "FN": 15001, + "FP": 16812, + "IoU": 0.047514970059880236, + "TN": 317064, + "TP": 1587, + "n_pred": 18399, + "n_ref": 16588 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0299.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0299.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 126, + "IoU": 0.0, + "TN": 350338, + "TP": 0, + "n_pred": 126, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 2699, + "IoU": 0.0, + "TN": 347765, + "TP": 0, + "n_pred": 2699, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 498, + "FP": 0, + "IoU": 0.0, + "TN": 349966, + "TP": 0, + "n_pred": 0, + "n_ref": 498 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 676, + "IoU": 0.0, + "TN": 349788, + "TP": 0, + "n_pred": 676, + "n_ref": 0 + }, + "14": { + "Dice": 0.559835476921068, + "FN": 25777, + "FP": 1191, + "IoU": 0.3887302234915454, + "TN": 306346, + "TP": 17150, + "n_pred": 18341, + "n_ref": 42927 + }, + "15": { + "Dice": 0.625789595528657, + "FN": 3307, + "FP": 8008, + "IoU": 0.45538120908740853, + "TN": 329688, + "TP": 9461, + "n_pred": 17469, + "n_ref": 12768 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 906, + "IoU": 0.0, + "TN": 349558, + "TP": 0, + "n_pred": 906, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1135, + "IoU": 0.0, + "TN": 349329, + "TP": 0, + "n_pred": 1135, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.771853560329157, + "FN": 58127, + "FP": 234, + "IoU": 0.6284702991412183, + "TN": 193381, + "TP": 98722, + "n_pred": 98956, + "n_ref": 156849 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 570, + "IoU": 0.0, + "TN": 349894, + "TP": 0, + "n_pred": 570, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.2506030214548686, + "FN": 2106, + "FP": 3797, + "IoU": 0.1432510885341074, + "TN": 343574, + "TP": 987, + "n_pred": 4784, + "n_ref": 3093 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0317.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0317.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 306, + "IoU": 0.0, + "TN": 350158, + "TP": 0, + "n_pred": 306, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0330.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0330.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0341.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0341.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6938775510204082, + "FN": 6, + "FP": 24, + "IoU": 0.53125, + "TN": 350400, + "TP": 34, + "n_pred": 58, + "n_ref": 40 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 327, + "IoU": 0.0, + "TN": 350137, + "TP": 0, + "n_pred": 327, + "n_ref": 0 + }, + "13": { + "Dice": 0.7489870731236735, + "FN": 726, + "FP": 575, + "IoU": 0.5987045033929673, + "TN": 347222, + "TP": 1941, + "n_pred": 2516, + "n_ref": 2667 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 653, + "IoU": 0.0, + "TN": 349811, + "TP": 0, + "n_pred": 653, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8351924355470193, + "FN": 1405, + "FP": 826, + "IoU": 0.7170218163368848, + "TN": 342580, + "TP": 5653, + "n_pred": 6479, + "n_ref": 7058 + }, + "6": { + "Dice": 0.8880517096305363, + "FN": 5100, + "FP": 754, + "IoU": 0.7986447906992742, + "TN": 321391, + "TP": 23219, + "n_pred": 23973, + "n_ref": 28319 + }, + "7": { + "Dice": 0.5232649842271293, + "FN": 2418, + "FP": 0, + "IoU": 0.3543391188251001, + "TN": 346719, + "TP": 1327, + "n_pred": 1327, + "n_ref": 3745 + }, + "8": { + "Dice": 0.9626690182245737, + "FN": 1023, + "FP": 1517, + "IoU": 0.9280249362425617, + "TN": 315174, + "TP": 32750, + "n_pred": 34267, + "n_ref": 33773 + }, + "9": { + "Dice": 0.8552261232091084, + "FN": 824, + "FP": 6017, + "IoU": 0.7470699153325693, + "TN": 323417, + "TP": 20206, + "n_pred": 26223, + "n_ref": 21030 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0371.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0371.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 2713, + "IoU": 0.0, + "TN": 522983, + "TP": 0, + "n_pred": 2713, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5909069269221614, + "FN": 3600, + "FP": 4993, + "IoU": 0.4193526589634435, + "TN": 510897, + "TP": 6206, + "n_pred": 11199, + "n_ref": 9806 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 12, + "IoU": 0.0, + "TN": 525684, + "TP": 0, + "n_pred": 12, + "n_ref": 0 + }, + "7": { + "Dice": 0.05511811023622047, + "FN": 22, + "FP": 4778, + "IoU": 0.02834008097165992, + "TN": 520756, + "TP": 140, + "n_pred": 4918, + "n_ref": 162 + }, + "8": { + "Dice": 0.932940704055682, + "FN": 287, + "FP": 214, + "IoU": 0.8743100852985449, + "TN": 521710, + "TP": 3485, + "n_pred": 3699, + "n_ref": 3772 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0383.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0383.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0387.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0387.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8778511471740347, + "FN": 4828, + "FP": 629, + "IoU": 0.782294741881433, + "TN": 150166, + "TP": 19609, + "n_pred": 20238, + "n_ref": 24437 + }, + "10": { + "Dice": 0.0, + "FN": 614, + "FP": 0, + "IoU": 0.0, + "TN": 174618, + "TP": 0, + "n_pred": 0, + "n_ref": 614 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 1290, + "FP": 118, + "IoU": 0.0, + "TN": 173824, + "TP": 0, + "n_pred": 118, + "n_ref": 1290 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 622, + "IoU": 0.0, + "TN": 174610, + "TP": 0, + "n_pred": 622, + "n_ref": 0 + }, + "3": { + "Dice": 0.948925887243759, + "FN": 3174, + "FP": 1814, + "IoU": 0.9028153921091087, + "TN": 123907, + "TP": 46337, + "n_pred": 48151, + "n_ref": 49511 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 2590, + "IoU": 0.0, + "TN": 172642, + "TP": 0, + "n_pred": 2590, + "n_ref": 0 + }, + "7": { + "Dice": 0.8720939695629765, + "FN": 1067, + "FP": 3648, + "IoU": 0.7731973639905719, + "TN": 154443, + "TP": 16074, + "n_pred": 19722, + "n_ref": 17141 + }, + "8": { + "Dice": 0.28215016902347284, + "FN": 14910, + "FP": 167, + "IoU": 0.1642461197339246, + "TN": 157192, + "TP": 2963, + "n_pred": 3130, + "n_ref": 17873 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 175228, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0388.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0388.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0404.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0404.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": 0.451058553609296, + "FN": 964.9666666666666, + "FP": 698.5333333333334, + "IoU": 0.3776764619036257, + "TN": 235270.09999999995, + "TP": 2550.1333333333337, + "n_pred": 3248.666666666666, + "n_ref": 3515.1000000000004 + }, + "mean": { + "1": { + "Dice": 0.42778217349464914, + "FN": 1438.0, + "FP": 1296.9, + "IoU": 0.38696778805962834, + "TN": 231187.96666666667, + "TP": 5560.866666666667, + "n_pred": 6857.766666666666, + "n_ref": 6998.866666666667 + }, + "10": { + "Dice": 0.4421407198910109, + "FN": 914.8, + "FP": 594.9333333333333, + "IoU": 0.33125953970669436, + "TN": 236459.03333333333, + "TP": 1514.9666666666667, + "n_pred": 2109.9, + "n_ref": 2429.766666666667 + }, + "11": { + "Dice": 0.46222726709863377, + "FN": 178.53333333333333, + "FP": 123.66666666666667, + "IoU": 0.3411418694049176, + "TN": 238936.6, + "TP": 244.93333333333334, + "n_pred": 368.6, + "n_ref": 423.46666666666664 + }, + "12": { + "Dice": 0.12863883733366888, + "FN": 126.16666666666667, + "FP": 46.333333333333336, + "IoU": 0.0908412440130864, + "TN": 239262.93333333332, + "TP": 48.3, + "n_pred": 94.63333333333334, + "n_ref": 174.46666666666667 + }, + "13": { + "Dice": 0.2930619644386244, + "FN": 1215.1333333333334, + "FP": 455.3333333333333, + "IoU": 0.2146807391792002, + "TN": 236785.93333333332, + "TP": 1027.3333333333333, + "n_pred": 1482.6666666666667, + "n_ref": 2242.4666666666667 + }, + "14": { + "Dice": 0.3966608734676288, + "FN": 283.9, + "FP": 260.7, + "IoU": 0.3287402239923627, + "TN": 237963.4, + "TP": 975.7333333333333, + "n_pred": 1236.4333333333334, + "n_ref": 1259.6333333333334 + }, + "15": { + "Dice": 0.5056583798500647, + "FN": 674.7, + "FP": 50.666666666666664, + "IoU": 0.42135877488308676, + "TN": 238123.43333333332, + "TP": 634.9333333333333, + "n_pred": 685.6, + "n_ref": 1309.6333333333334 + }, + "2": { + "Dice": 0.523228679121388, + "FN": 1933.8333333333333, + "FP": 184.03333333333333, + "IoU": 0.4430522279982229, + "TN": 233866.86666666667, + "TP": 3499.0, + "n_pred": 3683.0333333333333, + "n_ref": 5432.833333333333 + }, + "3": { + "Dice": 0.20814716682289458, + "FN": 37.666666666666664, + "FP": 2614.766666666667, + "IoU": 0.1961884093684471, + "TN": 235636.96666666667, + "TP": 1194.3333333333333, + "n_pred": 3809.1, + "n_ref": 1232.0 + }, + "4": { + "Dice": 0.3361828395452883, + "FN": 67.16666666666667, + "FP": 156.83333333333334, + "IoU": 0.2586667078294616, + "TN": 239251.06666666668, + "TP": 8.666666666666666, + "n_pred": 165.5, + "n_ref": 75.83333333333333 + }, + "5": { + "Dice": 0.2735630302534305, + "FN": 65.16666666666667, + "FP": 19.166666666666668, + "IoU": 0.23196854036548695, + "TN": 239232.26666666666, + "TP": 167.13333333333333, + "n_pred": 186.3, + "n_ref": 232.3 + }, + "6": { + "Dice": 0.5376036846543435, + "FN": 4802.0, + "FP": 2858.366666666667, + "IoU": 0.4463127653789099, + "TN": 216216.03333333333, + "TP": 15607.333333333334, + "n_pred": 18465.7, + "n_ref": 20409.333333333332 + }, + "7": { + "Dice": 0.546873212880487, + "FN": 1991.3333333333333, + "FP": 1230.1, + "IoU": 0.47476718550311525, + "TN": 232401.1, + "TP": 3861.2, + "n_pred": 5091.3, + "n_ref": 5852.533333333334 + }, + "8": { + "Dice": 0.8570030217920692, + "FN": 44.166666666666664, + "FP": 38.46666666666667, + "IoU": 0.7798387713755023, + "TN": 238588.16666666666, + "TP": 812.9333333333333, + "n_pred": 851.4, + "n_ref": 857.1 + }, + "9": { + "Dice": 0.8271064534952575, + "FN": 701.9333333333333, + "FP": 547.7333333333333, + "IoU": 0.7193621414962625, + "TN": 235139.73333333334, + "TP": 3094.3333333333335, + "n_pred": 3642.0666666666666, + "n_ref": 3796.266666666667 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 21193, + "IoU": 0.0, + "TN": 329271, + "TP": 0, + "n_pred": 21193, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7226386806596702, + "FN": 828, + "FP": 97, + "IoU": 0.5657276995305164, + "TN": 348334, + "TP": 1205, + "n_pred": 1302, + "n_ref": 2033 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 23379, + "IoU": 0.0, + "TN": 327085, + "TP": 0, + "n_pred": 23379, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8163036412994991, + "FN": 56661, + "FP": 991, + "IoU": 0.6896224993001271, + "TN": 164716, + "TP": 128096, + "n_pred": 129087, + "n_ref": 184757 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0001.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0001.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.5714285714285714, + "FN": 0, + "FP": 9, + "IoU": 0.4, + "TN": 175217, + "TP": 6, + "n_pred": 15, + "n_ref": 6 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0009.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0009.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9635273818903528, + "FN": 1408, + "FP": 2249, + "IoU": 0.9296216465878911, + "TN": 123270, + "TP": 48305, + "n_pred": 50554, + "n_ref": 49713 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 1128, + "IoU": 0.0, + "TN": 174104, + "TP": 0, + "n_pred": 1128, + "n_ref": 0 + }, + "7": { + "Dice": 0.8981146744412051, + "FN": 5158, + "FP": 84, + "IoU": 0.8150709094757638, + "TN": 146886, + "TP": 23104, + "n_pred": 23188, + "n_ref": 28262 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0011.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0011.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0025.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0025.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7074868189806678, + "FN": 498, + "FP": 3663, + "IoU": 0.5473730011965626, + "TN": 166039, + "TP": 5032, + "n_pred": 8695, + "n_ref": 5530 + }, + "11": { + "Dice": 0.0, + "FN": 380, + "FP": 0, + "IoU": 0.0, + "TN": 174852, + "TP": 0, + "n_pred": 0, + "n_ref": 380 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6402456042422551, + "FN": 16917, + "FP": 1129, + "IoU": 0.4708538587848933, + "TN": 141128, + "TP": 16058, + "n_pred": 17187, + "n_ref": 32975 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.29745958429561203, + "FN": 3038, + "FP": 4, + "IoU": 0.17471513836136734, + "TN": 171546, + "TP": 644, + "n_pred": 648, + "n_ref": 3682 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2853, + "IoU": 0.0, + "TN": 172379, + "TP": 0, + "n_pred": 2853, + "n_ref": 0 + }, + "4": { + "Dice": 0.557161629434954, + "FN": 286, + "FP": 51, + "IoU": 0.3861566484517304, + "TN": 174683, + "TP": 212, + "n_pred": 263, + "n_ref": 498 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 312, + "IoU": 0.0, + "TN": 174920, + "TP": 0, + "n_pred": 312, + "n_ref": 0 + }, + "6": { + "Dice": 0.8527268359093457, + "FN": 1794, + "FP": 45, + "IoU": 0.743263995532598, + "TN": 168069, + "TP": 5324, + "n_pred": 5369, + "n_ref": 7118 + }, + "7": { + "Dice": 0.8363352715926818, + "FN": 448, + "FP": 1860, + "IoU": 0.7187081048141377, + "TN": 167027, + "TP": 5897, + "n_pred": 7757, + "n_ref": 6345 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9239946122763133, + "FN": 394, + "FP": 396, + "IoU": 0.8587267525035766, + "TN": 169640, + "TP": 4802, + "n_pred": 5198, + "n_ref": 5196 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0038.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0038.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 15, + "FP": 0, + "IoU": 0.0, + "TN": 350449, + "TP": 0, + "n_pred": 0, + "n_ref": 15 + }, + "10": { + "Dice": 0.0, + "FN": 150, + "FP": 0, + "IoU": 0.0, + "TN": 350314, + "TP": 0, + "n_pred": 0, + "n_ref": 150 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 1409, + "IoU": 0.0, + "TN": 349055, + "TP": 0, + "n_pred": 1409, + "n_ref": 0 + }, + "12": { + "Dice": 0.03614457831325301, + "FN": 2651, + "FP": 229, + "IoU": 0.018404907975460124, + "TN": 347530, + "TP": 54, + "n_pred": 283, + "n_ref": 2705 + }, + "13": { + "Dice": 0.12106615285806037, + "FN": 5170, + "FP": 304, + "IoU": 0.06443343018287473, + "TN": 344613, + "TP": 377, + "n_pred": 681, + "n_ref": 5547 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.07158125228090298, + "FN": 35467, + "FP": 149, + "IoU": 0.037119143529157315, + "TN": 313475, + "TP": 1373, + "n_pred": 1522, + "n_ref": 36840 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 36504, + "IoU": 0.0, + "TN": 313960, + "TP": 0, + "n_pred": 36504, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 3149, + "IoU": 0.0, + "TN": 347315, + "TP": 0, + "n_pred": 3149, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6931184128952262, + "FN": 71, + "FP": 1414, + "IoU": 0.530360531309298, + "TN": 347302, + "TP": 1677, + "n_pred": 3091, + "n_ref": 1748 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1716, + "IoU": 0.0, + "TN": 348748, + "TP": 0, + "n_pred": 1716, + "n_ref": 0 + }, + "8": { + "Dice": 0.5320197044334976, + "FN": 14, + "FP": 81, + "IoU": 0.3624161073825503, + "TN": 350315, + "TP": 54, + "n_pred": 135, + "n_ref": 68 + }, + "9": { + "Dice": 0.8365147566387265, + "FN": 813, + "FP": 1508, + "IoU": 0.7189732413125076, + "TN": 342205, + "TP": 5938, + "n_pred": 7446, + "n_ref": 6751 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0052.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0052.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0057.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0057.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.4713740458015267, + "FN": 1313, + "FP": 349, + "IoU": 0.3083645443196005, + "TN": 172829, + "TP": 741, + "n_pred": 1090, + "n_ref": 2054 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 94, + "IoU": 0.0, + "TN": 175138, + "TP": 0, + "n_pred": 94, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.915615906886518, + "FN": 155, + "FP": 541, + "IoU": 0.8443649373881932, + "TN": 170760, + "TP": 3776, + "n_pred": 4317, + "n_ref": 3931 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1283, + "IoU": 0.0, + "TN": 173949, + "TP": 0, + "n_pred": 1283, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9558360097103481, + "FN": 5182, + "FP": 676, + "IoU": 0.9154079422382672, + "TN": 105982, + "TP": 63392, + "n_pred": 64068, + "n_ref": 68574 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8779826191791832, + "FN": 989, + "FP": 1440, + "IoU": 0.7825035816618912, + "TN": 164064, + "TP": 8739, + "n_pred": 10179, + "n_ref": 9728 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0064.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0064.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.4236167497970073, + "FN": 4870, + "FP": 99, + "IoU": 0.2687270051508462, + "TN": 343669, + "TP": 1826, + "n_pred": 1925, + "n_ref": 6696 + }, + "11": { + "Dice": 0.6998415213946118, + "FN": 763, + "FP": 184, + "IoU": 0.538274012676743, + "TN": 348413, + "TP": 1104, + "n_pred": 1288, + "n_ref": 1867 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 8479, + "FP": 16, + "IoU": 0.0, + "TN": 341969, + "TP": 0, + "n_pred": 16, + "n_ref": 8479 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9363636363636364, + "FN": 5548, + "FP": 3748, + "IoU": 0.8803418803418803, + "TN": 272776, + "TP": 68392, + "n_pred": 72140, + "n_ref": 73940 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1797, + "IoU": 0.0, + "TN": 348667, + "TP": 0, + "n_pred": 1797, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8206890907602914, + "FN": 1928, + "FP": 263, + "IoU": 0.6959056210964608, + "TN": 343259, + "TP": 5014, + "n_pred": 5277, + "n_ref": 6942 + }, + "6": { + "Dice": 0.8147227311058769, + "FN": 10825, + "FP": 14661, + "IoU": 0.6873688988113492, + "TN": 268943, + "TP": 56035, + "n_pred": 70696, + "n_ref": 66860 + }, + "7": { + "Dice": 0.5249458669107306, + "FN": 18347, + "FP": 2934, + "IoU": 0.3558824419625291, + "TN": 317425, + "TP": 11758, + "n_pred": 14692, + "n_ref": 30105 + }, + "8": { + "Dice": 0.9562378167641326, + "FN": 394, + "FP": 504, + "IoU": 0.9161452983471846, + "TN": 339755, + "TP": 9811, + "n_pred": 10315, + "n_ref": 10205 + }, + "9": { + "Dice": 0.5805392731535756, + "FN": 1565, + "FP": 224, + "IoU": 0.40898579451602246, + "TN": 347437, + "TP": 1238, + "n_pred": 1462, + "n_ref": 2803 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0069.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0069.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0075.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0075.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.940547788535484, + "FN": 605, + "FP": 2410, + "IoU": 0.8877680166765932, + "TN": 323600, + "TP": 23849, + "n_pred": 26259, + "n_ref": 24454 + }, + "10": { + "Dice": 0.6488921145882253, + "FN": 12429, + "FP": 4019, + "IoU": 0.48026669194552407, + "TN": 318817, + "TP": 15199, + "n_pred": 19218, + "n_ref": 27628 + }, + "11": { + "Dice": 0.5170068027210885, + "FN": 282, + "FP": 2, + "IoU": 0.3486238532110092, + "TN": 350028, + "TP": 152, + "n_pred": 154, + "n_ref": 434 + }, + "12": { + "Dice": 0.6070496083550914, + "FN": 1128, + "FP": 678, + "IoU": 0.43580131208997186, + "TN": 347263, + "TP": 1395, + "n_pred": 2073, + "n_ref": 2523 + }, + "13": { + "Dice": 0.5477210376859026, + "FN": 1109, + "FP": 8288, + "IoU": 0.37714588718764497, + "TN": 335377, + "TP": 5690, + "n_pred": 13978, + "n_ref": 6799 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.6290571870170015, + "FN": 457, + "FP": 23, + "IoU": 0.4588500563697858, + "TN": 349577, + "TP": 407, + "n_pred": 430, + "n_ref": 864 + }, + "3": { + "Dice": 0.9021981522777954, + "FN": 80, + "FP": 841, + "IoU": 0.8218224027858386, + "TN": 345295, + "TP": 4248, + "n_pred": 5089, + "n_ref": 4328 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.14476717381281698, + "FN": 65, + "FP": 7355, + "IoU": 0.07803180914512922, + "TN": 342416, + "TP": 628, + "n_pred": 7983, + "n_ref": 693 + }, + "7": { + "Dice": 0.8901599521928429, + "FN": 12686, + "FP": 1467, + "IoU": 0.80206148079774, + "TN": 278962, + "TP": 57349, + "n_pred": 58816, + "n_ref": 70035 + }, + "8": { + "Dice": 0.9542180883789946, + "FN": 746, + "FP": 519, + "IoU": 0.9124446290143965, + "TN": 336016, + "TP": 13183, + "n_pred": 13702, + "n_ref": 13929 + }, + "9": { + "Dice": 0.8630223793482974, + "FN": 1084, + "FP": 3023, + "IoU": 0.7590495746553242, + "TN": 333419, + "TP": 12938, + "n_pred": 15961, + "n_ref": 14022 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0078.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0078.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 4, + "FP": 0, + "IoU": 0.0, + "TN": 175228, + "TP": 0, + "n_pred": 0, + "n_ref": 4 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 175230, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0098.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0098.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 942, + "FP": 0, + "IoU": 0.0, + "TN": 174290, + "TP": 0, + "n_pred": 0, + "n_ref": 942 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0103.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0103.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0118.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0118.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.7510927076144468, + "FN": 885, + "FP": 1279, + "IoU": 0.6013998894824093, + "TN": 169803, + "TP": 3265, + "n_pred": 4544, + "n_ref": 4150 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9719818193138658, + "FN": 492, + "FP": 408, + "IoU": 0.9454908848646357, + "TN": 158721, + "TP": 15611, + "n_pred": 16019, + "n_ref": 16103 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9638281153066711, + "FN": 2944, + "FP": 1429, + "IoU": 0.930181690455663, + "TN": 112598, + "TP": 58261, + "n_pred": 59690, + "n_ref": 61205 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.924477877858062, + "FN": 1973, + "FP": 316, + "IoU": 0.8595619363151114, + "TN": 158933, + "TP": 14010, + "n_pred": 14326, + "n_ref": 15983 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0119.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0119.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 11, + "IoU": 0.0, + "TN": 175221, + "TP": 0, + "n_pred": 11, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7859649122807018, + "FN": 358, + "FP": 8, + "IoU": 0.6473988439306358, + "TN": 174194, + "TP": 672, + "n_pred": 680, + "n_ref": 1030 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0158.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0158.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0170.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0170.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0175.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0175.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0190.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0190.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2511, + "IoU": 0.0, + "TN": 347953, + "TP": 0, + "n_pred": 2511, + "n_ref": 0 + }, + "10": { + "Dice": 0.49746588693957117, + "FN": 962, + "FP": 9350, + "IoU": 0.3310845874416191, + "TN": 335048, + "TP": 5104, + "n_pred": 14454, + "n_ref": 6066 + }, + "11": { + "Dice": 0.7251697259240634, + "FN": 720, + "FP": 373, + "IoU": 0.5688362919132149, + "TN": 347929, + "TP": 1442, + "n_pred": 1815, + "n_ref": 2162 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 43, + "IoU": 0.0, + "TN": 350421, + "TP": 0, + "n_pred": 43, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 2530, + "FP": 44, + "IoU": 0.0, + "TN": 347890, + "TP": 0, + "n_pred": 44, + "n_ref": 2530 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.6875887243966741, + "FN": 11773, + "FP": 551, + "IoU": 0.5239125395966931, + "TN": 324578, + "TP": 13562, + "n_pred": 14113, + "n_ref": 25335 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 10956, + "IoU": 0.0, + "TN": 339508, + "TP": 0, + "n_pred": 10956, + "n_ref": 0 + }, + "4": { + "Dice": 0.0012449424214130097, + "FN": 1707, + "FP": 1502, + "IoU": 0.0006228589224540642, + "TN": 347253, + "TP": 2, + "n_pred": 1504, + "n_ref": 1709 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6629445727482679, + "FN": 48990, + "FP": 9388, + "IoU": 0.4958243010994136, + "TN": 234675, + "TP": 57411, + "n_pred": 66799, + "n_ref": 106401 + }, + "7": { + "Dice": 0.01205798092957626, + "FN": 19604, + "FP": 26606, + "IoU": 0.006065559666179127, + "TN": 303972, + "TP": 282, + "n_pred": 26888, + "n_ref": 19886 + }, + "8": { + "Dice": 0.9275220372184133, + "FN": 135, + "FP": 13, + "IoU": 0.8648401826484018, + "TN": 349369, + "TP": 947, + "n_pred": 960, + "n_ref": 1082 + }, + "9": { + "Dice": 0.8673118787211163, + "FN": 1989, + "FP": 3070, + "IoU": 0.765711110081971, + "TN": 328871, + "TP": 16534, + "n_pred": 19604, + "n_ref": 18523 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0193.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0193.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8120421530749311, + "FN": 13445, + "FP": 128, + "IoU": 0.6835614202783671, + "TN": 132339, + "TP": 29320, + "n_pred": 29448, + "n_ref": 42765 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 10842, + "IoU": 0.0, + "TN": 164390, + "TP": 0, + "n_pred": 10842, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0237.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0237.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.787559278784815, + "FN": 2151, + "FP": 6674, + "IoU": 0.6495651828614541, + "TN": 325281, + "TP": 16358, + "n_pred": 23032, + "n_ref": 18509 + }, + "15": { + "Dice": 0.8667157223448614, + "FN": 3996, + "FP": 1438, + "IoU": 0.7647822699333391, + "TN": 327362, + "TP": 17668, + "n_pred": 19106, + "n_ref": 21664 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0249.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0249.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 8713, + "IoU": 0.0, + "TN": 341751, + "TP": 0, + "n_pred": 8713, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.5490257209664848, + "FN": 10512, + "FP": 1060, + "IoU": 0.37838418564675547, + "TN": 331848, + "TP": 7044, + "n_pred": 8104, + "n_ref": 17556 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0279.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0279.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5840916030534351, + "FN": 26649, + "FP": 593, + "IoU": 0.4125207565072998, + "TN": 128861, + "TP": 19129, + "n_pred": 19722, + "n_ref": 45778 + }, + "10": { + "Dice": 0.0, + "FN": 1088, + "FP": 0, + "IoU": 0.0, + "TN": 174144, + "TP": 0, + "n_pred": 0, + "n_ref": 1088 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 22568, + "IoU": 0.0, + "TN": 152664, + "TP": 0, + "n_pred": 22568, + "n_ref": 0 + }, + "7": { + "Dice": 0.914129142325389, + "FN": 1428, + "FP": 233, + "IoU": 0.8418396495905541, + "TN": 164730, + "TP": 8841, + "n_pred": 9074, + "n_ref": 10269 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0281.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0281.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.4279523293607801, + "FN": 1056, + "FP": 0, + "IoU": 0.2722260509993108, + "TN": 173781, + "TP": 395, + "n_pred": 395, + "n_ref": 1451 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0351.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0351.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9776128083922887, + "FN": 1018, + "FP": 1099, + "IoU": 0.9562060405461316, + "TN": 477356, + "TP": 46223, + "n_pred": 47322, + "n_ref": 47241 + }, + "10": { + "Dice": 0.8175234689316049, + "FN": 7447, + "FP": 717, + "IoU": 0.6913654922123091, + "TN": 499244, + "TP": 18288, + "n_pred": 19005, + "n_ref": 25735 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 6, + "FP": 259, + "IoU": 0.0, + "TN": 525431, + "TP": 0, + "n_pred": 259, + "n_ref": 6 + }, + "13": { + "Dice": 0.742400956284153, + "FN": 2249, + "FP": 3785, + "IoU": 0.5903319980989884, + "TN": 510967, + "TP": 8695, + "n_pred": 12480, + "n_ref": 10944 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 148, + "IoU": 0.0, + "TN": 525548, + "TP": 0, + "n_pred": 148, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 253, + "FP": 0, + "IoU": 0.0, + "TN": 525443, + "TP": 0, + "n_pred": 0, + "n_ref": 253 + }, + "3": { + "Dice": 0.9711263491282556, + "FN": 1050, + "FP": 828, + "IoU": 0.9438732815301853, + "TN": 492236, + "TP": 31582, + "n_pred": 32410, + "n_ref": 32632 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 81, + "IoU": 0.0, + "TN": 525615, + "TP": 0, + "n_pred": 81, + "n_ref": 0 + }, + "7": { + "Dice": 0.8461160275319567, + "FN": 1127, + "FP": 2003, + "IoU": 0.7332765232211333, + "TN": 513961, + "TP": 8605, + "n_pred": 10608, + "n_ref": 9732 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8974349618710549, + "FN": 629, + "FP": 2182, + "IoU": 0.8139519491693693, + "TN": 510587, + "TP": 12298, + "n_pred": 14480, + "n_ref": 12927 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0361.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0361.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0374.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0374.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.7990842150857002, + "FN": 6366, + "FP": 128, + "IoU": 0.6653957131079967, + "TN": 155824, + "TP": 12914, + "n_pred": 13042, + "n_ref": 19280 + }, + "15": { + "Dice": 0.144601037355268, + "FN": 16245, + "FP": 82, + "IoU": 0.07793527983283448, + "TN": 157525, + "TP": 1380, + "n_pred": 1462, + "n_ref": 17625 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0390.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0390.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 871, + "IoU": 0.0, + "TN": 174361, + "TP": 0, + "n_pred": 871, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0391.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0391.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.5333333333333333, + "FN": 1013, + "FP": 114, + "IoU": 0.36363636363636365, + "TN": 348693, + "TP": 644, + "n_pred": 758, + "n_ref": 1657 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 181, + "IoU": 0.0, + "TN": 350283, + "TP": 0, + "n_pred": 181, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.7863247863247863, + "FN": 22, + "FP": 3, + "IoU": 0.647887323943662, + "TN": 350393, + "TP": 46, + "n_pred": 49, + "n_ref": 68 + }, + "5": { + "Dice": 0.0, + "FN": 27, + "FP": 0, + "IoU": 0.0, + "TN": 350437, + "TP": 0, + "n_pred": 0, + "n_ref": 27 + }, + "6": { + "Dice": 0.9006436122992495, + "FN": 5602, + "FP": 14096, + "IoU": 0.8192462629729209, + "TN": 241487, + "TP": 89279, + "n_pred": 103375, + "n_ref": 94881 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9150174621653085, + "FN": 36, + "FP": 37, + "IoU": 0.8433476394849786, + "TN": 349998, + "TP": 393, + "n_pred": 430, + "n_ref": 429 + }, + "9": { + "Dice": 0.6726797224109883, + "FN": 11622, + "FP": 4273, + "IoU": 0.5067953332505896, + "TN": 318236, + "TP": 16333, + "n_pred": 20606, + "n_ref": 27955 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0403.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0403.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": 0.3927583080076814, + "FN": 876.1666666666666, + "FP": 785.0666666666667, + "IoU": 0.3320497361773632, + "TN": 229805.37333333338, + "TP": 2176.06, + "n_pred": 2961.126666666666, + "n_ref": 3052.2266666666674 + }, + "mean": { + "1": { + "Dice": 0.3197666118966566, + "FN": 238.26666666666668, + "FP": 181.53333333333333, + "IoU": 0.30738128360206046, + "TN": 228328.96666666667, + "TP": 4893.9, + "n_pred": 5075.433333333333, + "n_ref": 5132.166666666667 + }, + "10": { + "Dice": 0.4787445132175579, + "FN": 124.46666666666667, + "FP": 336.6, + "IoU": 0.4007354148449287, + "TN": 232443.73333333334, + "TP": 737.8666666666667, + "n_pred": 1074.4666666666667, + "n_ref": 862.3333333333334 + }, + "11": { + "Dice": 0.15779814754198973, + "FN": 67.53333333333333, + "FP": 20.433333333333334, + "IoU": 0.12803837308627372, + "TN": 233464.23333333334, + "TP": 90.46666666666667, + "n_pred": 110.9, + "n_ref": 158.0 + }, + "12": { + "Dice": 0.6107867613291906, + "FN": 74.46666666666667, + "FP": 39.0, + "IoU": 0.4398845937926057, + "TN": 233443.56666666668, + "TP": 85.63333333333334, + "n_pred": 124.63333333333334, + "n_ref": 160.1 + }, + "13": { + "Dice": 0.29944083445907743, + "FN": 484.3666666666667, + "FP": 816.8, + "IoU": 0.2422443902003108, + "TN": 231565.1, + "TP": 776.4, + "n_pred": 1593.2, + "n_ref": 1260.7666666666667 + }, + "14": { + "Dice": 0.0, + "FN": 2.8, + "FP": 102.06666666666666, + "IoU": 0.0, + "TN": 233537.8, + "TP": 0.0, + "n_pred": 102.06666666666666, + "n_ref": 2.8 + }, + "15": { + "Dice": 0.050955414012738856, + "FN": 4.966666666666667, + "FP": 0.0, + "IoU": 0.026143790849673203, + "TN": 233637.56666666668, + "TP": 0.13333333333333333, + "n_pred": 0.13333333333333333, + "n_ref": 5.1 + }, + "2": { + "Dice": 0.24947520736874695, + "FN": 1507.7333333333333, + "FP": 1008.9666666666667, + "IoU": 0.2360558370968565, + "TN": 229427.1, + "TP": 1698.8666666666666, + "n_pred": 2707.8333333333335, + "n_ref": 3206.6 + }, + "3": { + "Dice": 0.3267093095918896, + "FN": 5929.466666666666, + "FP": 55.9, + "IoU": 0.260584377370661, + "TN": 226090.4, + "TP": 1566.9, + "n_pred": 1622.8, + "n_ref": 7496.366666666667 + }, + "4": { + "Dice": 0.6733801101739185, + "FN": 224.36666666666667, + "FP": 157.36666666666667, + "IoU": 0.585357689302788, + "TN": 232104.53333333333, + "TP": 1156.4, + "n_pred": 1313.7666666666667, + "n_ref": 1380.7666666666667 + }, + "5": { + "Dice": 0.5783520249390526, + "FN": 300.4, + "FP": 93.06666666666666, + "IoU": 0.4641726567407936, + "TN": 232648.9, + "TP": 600.3, + "n_pred": 693.3666666666667, + "n_ref": 900.7 + }, + "6": { + "Dice": 0.5705638442789576, + "FN": 1160.8333333333333, + "FP": 7374.0, + "IoU": 0.5186364808660358, + "TN": 210430.8, + "TP": 14677.033333333333, + "n_pred": 22051.033333333333, + "n_ref": 15837.866666666667 + }, + "7": { + "Dice": 0.39661819701653034, + "FN": 566.0333333333333, + "FP": 252.23333333333332, + "IoU": 0.3388789507407984, + "TN": 230954.6, + "TP": 1869.8, + "n_pred": 2122.0333333333333, + "n_ref": 2435.8333333333335 + }, + "8": { + "Dice": 0.5908206638159504, + "FN": 1965.7666666666667, + "FP": 370.53333333333336, + "IoU": 0.5411926021068559, + "TN": 228963.93333333332, + "TP": 2342.4333333333334, + "n_pred": 2712.9666666666667, + "n_ref": 4308.2 + }, + "9": { + "Dice": 0.5879629804729636, + "FN": 491.03333333333336, + "FP": 967.5, + "IoU": 0.49143960205980597, + "TN": 230039.36666666667, + "TP": 2144.766666666667, + "n_pred": 3112.266666666667, + "n_ref": 2635.8 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 102, + "IoU": 0.0, + "TN": 175130, + "TP": 0, + "n_pred": 102, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 461, + "IoU": 0.0, + "TN": 174771, + "TP": 0, + "n_pred": 461, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 144468, + "FP": 0, + "IoU": 0.0, + "TN": 30764, + "TP": 0, + "n_pred": 0, + "n_ref": 144468 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 144196, + "IoU": 0.0, + "TN": 31036, + "TP": 0, + "n_pred": 144196, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0005.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0005.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 632, + "IoU": 0.0, + "TN": 174600, + "TP": 0, + "n_pred": 632, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8202788339670469, + "FN": 335, + "FP": 374, + "IoU": 0.6953158573270305, + "TN": 172905, + "TP": 1618, + "n_pred": 1992, + "n_ref": 1953 + }, + "6": { + "Dice": 0.9565902520696827, + "FN": 3080, + "FP": 4413, + "IoU": 0.9167925198774042, + "TN": 85180, + "TP": 82559, + "n_pred": 86972, + "n_ref": 85639 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 280, + "IoU": 0.0, + "TN": 174952, + "TP": 0, + "n_pred": 280, + "n_ref": 0 + }, + "8": { + "Dice": 0.8900478053020426, + "FN": 119, + "FP": 387, + "IoU": 0.8018794048551292, + "TN": 172678, + "TP": 2048, + "n_pred": 2435, + "n_ref": 2167 + }, + "9": { + "Dice": 0.8738556962971267, + "FN": 3830, + "FP": 2922, + "IoU": 0.7759713328245794, + "TN": 145093, + "TP": 23387, + "n_pred": 26309, + "n_ref": 27217 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0014.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0014.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0016.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0016.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.36477433004231313, + "FN": 7180, + "FP": 26, + "IoU": 0.22307277628032346, + "TN": 341189, + "TP": 2069, + "n_pred": 2095, + "n_ref": 9249 + }, + "9": { + "Dice": 0.8160693830796923, + "FN": 587, + "FP": 1661, + "IoU": 0.689288182446441, + "TN": 343229, + "TP": 4987, + "n_pred": 6648, + "n_ref": 5574 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0017.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0017.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 239, + "IoU": 0.0, + "TN": 174993, + "TP": 0, + "n_pred": 239, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 2012, + "IoU": 0.0, + "TN": 173220, + "TP": 0, + "n_pred": 2012, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0027.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0027.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0030.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0030.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0035.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0035.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0043.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0043.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0044.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0044.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0045.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0045.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9735568753742333, + "FN": 4402, + "FP": 2134, + "IoU": 0.9484762009869614, + "TN": 223610, + "TP": 120318, + "n_pred": 122452, + "n_ref": 124720 + }, + "10": { + "Dice": 0.0, + "FN": 30, + "FP": 33, + "IoU": 0.0, + "TN": 350401, + "TP": 0, + "n_pred": 33, + "n_ref": 30 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6279898218829516, + "FN": 410, + "FP": 321, + "IoU": 0.4577151335311573, + "TN": 349116, + "TP": 617, + "n_pred": 938, + "n_ref": 1027 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 114, + "IoU": 0.0, + "TN": 350350, + "TP": 0, + "n_pred": 114, + "n_ref": 0 + }, + "3": { + "Dice": 0.9069384215091066, + "FN": 1340, + "FP": 806, + "IoU": 0.8297230818059192, + "TN": 337861, + "TP": 10457, + "n_pred": 11263, + "n_ref": 11797 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 7936, + "IoU": 0.0, + "TN": 342528, + "TP": 0, + "n_pred": 7936, + "n_ref": 0 + }, + "7": { + "Dice": 0.8363911305877452, + "FN": 10474, + "FP": 129, + "IoU": 0.718790611324758, + "TN": 312759, + "TP": 27102, + "n_pred": 27231, + "n_ref": 37576 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0048.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0048.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 175231, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 801, + "IoU": 0.0, + "TN": 174431, + "TP": 0, + "n_pred": 801, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.07376472656936874, + "FN": 41997, + "FP": 143, + "IoU": 0.038294764708567255, + "TN": 131414, + "TP": 1678, + "n_pred": 1821, + "n_ref": 43675 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 416, + "IoU": 0.0, + "TN": 174816, + "TP": 0, + "n_pred": 416, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1079, + "IoU": 0.0, + "TN": 174153, + "TP": 0, + "n_pred": 1079, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.960918233292103, + "FN": 1743, + "FP": 3344, + "IoU": 0.9247763401109057, + "TN": 107607, + "TP": 62538, + "n_pred": 65882, + "n_ref": 64281 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0058.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0058.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2697, + "IoU": 0.0, + "TN": 172535, + "TP": 0, + "n_pred": 2697, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8809945590282171, + "FN": 2346, + "FP": 1416, + "IoU": 0.7873014078136484, + "TN": 157545, + "TP": 13925, + "n_pred": 15341, + "n_ref": 16271 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9462112231148156, + "FN": 5584, + "FP": 1721, + "IoU": 0.8979135514345208, + "TN": 103675, + "TP": 64252, + "n_pred": 65973, + "n_ref": 69836 + }, + "7": { + "Dice": 0.7367766023646546, + "FN": 133, + "FP": 290, + "IoU": 0.5832512315270936, + "TN": 174217, + "TP": 592, + "n_pred": 882, + "n_ref": 725 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0066.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0066.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8559811254455097, + "FN": 1169, + "FP": 1700, + "IoU": 0.7482229047827995, + "TN": 339069, + "TP": 8526, + "n_pred": 10226, + "n_ref": 9695 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9346132012179388, + "FN": 3010, + "FP": 3325, + "IoU": 0.8772524704514629, + "TN": 298854, + "TP": 45275, + "n_pred": 48600, + "n_ref": 48285 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0094.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0094.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0102.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0102.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 21, + "IoU": 0.0, + "TN": 350443, + "TP": 0, + "n_pred": 21, + "n_ref": 0 + }, + "10": { + "Dice": 0.880728631972413, + "FN": 2174, + "FP": 2357, + "IoU": 0.7868767638758232, + "TN": 329204, + "TP": 16729, + "n_pred": 19086, + "n_ref": 18903 + }, + "11": { + "Dice": 0.013392857142857142, + "FN": 854, + "FP": 30, + "IoU": 0.006741573033707865, + "TN": 349574, + "TP": 6, + "n_pred": 36, + "n_ref": 860 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.32419151868645507, + "FN": 12576, + "FP": 21257, + "IoU": 0.1934537999427863, + "TN": 308516, + "TP": 8115, + "n_pred": 29372, + "n_ref": 20691 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9530252981520543, + "FN": 3023, + "FP": 518, + "IoU": 0.9102658320873774, + "TN": 311003, + "TP": 35920, + "n_pred": 36438, + "n_ref": 38943 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 350462, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "4": { + "Dice": 0.7339634023728132, + "FN": 1278, + "FP": 45, + "IoU": 0.579733163913596, + "TN": 347316, + "TP": 1825, + "n_pred": 1870, + "n_ref": 3103 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9161151488083153, + "FN": 384, + "FP": 3748, + "IoU": 0.8452144596366361, + "TN": 323769, + "TP": 22563, + "n_pred": 26311, + "n_ref": 22947 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 16, + "IoU": 0.0, + "TN": 350448, + "TP": 0, + "n_pred": 16, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7343624376909471, + "FN": 1597, + "FP": 1707, + "IoU": 0.5802312285605387, + "TN": 342593, + "TP": 4567, + "n_pred": 6274, + "n_ref": 6164 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0116.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0116.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8268156424581006, + "FN": 59, + "FP": 65, + "IoU": 0.7047619047619048, + "TN": 174812, + "TP": 296, + "n_pred": 361, + "n_ref": 355 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0133.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0133.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9450427960057062, + "FN": 2746, + "FP": 336, + "IoU": 0.8958115006254015, + "TN": 320883, + "TP": 26499, + "n_pred": 26835, + "n_ref": 29245 + }, + "10": { + "Dice": 0.7502503059294694, + "FN": 1155, + "FP": 1090, + "IoU": 0.6003204557593022, + "TN": 344847, + "TP": 3372, + "n_pred": 4462, + "n_ref": 4527 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 85, + "IoU": 0.0, + "TN": 350379, + "TP": 0, + "n_pred": 85, + "n_ref": 0 + }, + "12": { + "Dice": 0.5935837007754295, + "FN": 1824, + "FP": 849, + "IoU": 0.42205405405405405, + "TN": 345839, + "TP": 1952, + "n_pred": 2801, + "n_ref": 3776 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 10929, + "IoU": 0.0, + "TN": 339535, + "TP": 0, + "n_pred": 10929, + "n_ref": 0 + }, + "3": { + "Dice": 0.44592851879145173, + "FN": 12001, + "FP": 29, + "IoU": 0.2869420899768834, + "TN": 333593, + "TP": 4841, + "n_pred": 4870, + "n_ref": 16842 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6389874980706899, + "FN": 2187, + "FP": 152, + "IoU": 0.46949421637559535, + "TN": 346055, + "TP": 2070, + "n_pred": 2222, + "n_ref": 4257 + }, + "6": { + "Dice": 0.5525336991215807, + "FN": 14709, + "FP": 19217, + "IoU": 0.3817247412159207, + "TN": 295592, + "TP": 20946, + "n_pred": 40163, + "n_ref": 35655 + }, + "7": { + "Dice": 0.17320261437908496, + "FN": 506, + "FP": 0, + "IoU": 0.09481216457960644, + "TN": 349905, + "TP": 53, + "n_pred": 53, + "n_ref": 559 + }, + "8": { + "Dice": 0.9685527502254283, + "FN": 185, + "FP": 373, + "IoU": 0.9390230575893345, + "TN": 341313, + "TP": 8593, + "n_pred": 8966, + "n_ref": 8778 + }, + "9": { + "Dice": 0.7929166783599473, + "FN": 1494, + "FP": 5885, + "IoU": 0.6568864502929415, + "TN": 328958, + "TP": 14127, + "n_pred": 20012, + "n_ref": 15621 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0185.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0185.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 196, + "IoU": 0.0, + "TN": 350268, + "TP": 0, + "n_pred": 196, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 5727, + "IoU": 0.0, + "TN": 344737, + "TP": 0, + "n_pred": 5727, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 177, + "IoU": 0.0, + "TN": 350287, + "TP": 0, + "n_pred": 177, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 350463, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 45, + "IoU": 0.0, + "TN": 350419, + "TP": 0, + "n_pred": 45, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 16138, + "IoU": 0.0, + "TN": 334326, + "TP": 0, + "n_pred": 16138, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 168, + "IoU": 0.0, + "TN": 350296, + "TP": 0, + "n_pred": 168, + "n_ref": 0 + }, + "8": { + "Dice": 0.005831448703811001, + "FN": 49189, + "FP": 4002, + "IoU": 0.0029242506607681782, + "TN": 297117, + "TP": 156, + "n_pred": 4158, + "n_ref": 49345 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 15807, + "IoU": 0.0, + "TN": 334657, + "TP": 0, + "n_pred": 15807, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0197.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0197.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8331506618328978, + "FN": 1197, + "FP": 782, + "IoU": 0.7140173410404624, + "TN": 168312, + "TP": 4941, + "n_pred": 5723, + "n_ref": 6138 + }, + "7": { + "Dice": 0.9391984490423505, + "FN": 1576, + "FP": 243, + "IoU": 0.8853667759011847, + "TN": 159364, + "TP": 14049, + "n_pred": 14292, + "n_ref": 15625 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0212.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0212.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0239.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0239.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0245.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0245.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.936275479912923, + "FN": 2546, + "FP": 30, + "IoU": 0.8801860465116279, + "TN": 153732, + "TP": 18924, + "n_pred": 18954, + "n_ref": 21470 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0259.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0259.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 84, + "FP": 0, + "IoU": 0.0, + "TN": 175148, + "TP": 0, + "n_pred": 0, + "n_ref": 84 + }, + "15": { + "Dice": 0.050955414012738856, + "FN": 149, + "FP": 0, + "IoU": 0.026143790849673203, + "TN": 175079, + "TP": 4, + "n_pred": 4, + "n_ref": 153 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.1752808988764045, + "FN": 367, + "FP": 0, + "IoU": 0.0960591133004926, + "TN": 174826, + "TP": 39, + "n_pred": 39, + "n_ref": 406 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0263.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0263.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 62, + "IoU": 0.0, + "TN": 350402, + "TP": 0, + "n_pred": 62, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 17460, + "IoU": 0.0, + "TN": 333004, + "TP": 0, + "n_pred": 17460, + "n_ref": 0 + }, + "3": { + "Dice": 0.7588173279662641, + "FN": 19708, + "FP": 424, + "IoU": 0.6113663565113316, + "TN": 298662, + "TP": 31670, + "n_pred": 32094, + "n_ref": 51378 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 3853, + "IoU": 0.0, + "TN": 346611, + "TP": 0, + "n_pred": 3853, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 3060, + "IoU": 0.0, + "TN": 347404, + "TP": 0, + "n_pred": 3060, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0264.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0264.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.762743628185907, + "FN": 375, + "FP": 891, + "IoU": 0.6164798545895184, + "TN": 347163, + "TP": 2035, + "n_pred": 2926, + "n_ref": 2410 + }, + "11": { + "Dice": 0.7755978805670916, + "FN": 1172, + "FP": 395, + "IoU": 0.6334502923976608, + "TN": 346189, + "TP": 2708, + "n_pred": 3103, + "n_ref": 3880 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8735718191498547, + "FN": 1955, + "FP": 2438, + "IoU": 0.7755237608584569, + "TN": 330894, + "TP": 15177, + "n_pred": 17615, + "n_ref": 17132 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9690116342285527, + "FN": 212, + "FP": 643, + "IoU": 0.9398860999789074, + "TN": 336241, + "TP": 13368, + "n_pred": 14011, + "n_ref": 13580 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8959614640230528, + "FN": 1938, + "FP": 481, + "IoU": 0.8115309700038956, + "TN": 337629, + "TP": 10416, + "n_pred": 10897, + "n_ref": 12354 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9653660932835664, + "FN": 1853, + "FP": 6396, + "IoU": 0.9330508956035484, + "TN": 227251, + "TP": 114964, + "n_pred": 121360, + "n_ref": 116817 + }, + "7": { + "Dice": 0.0, + "FN": 1, + "FP": 3823, + "IoU": 0.0, + "TN": 346640, + "TP": 0, + "n_pred": 3823, + "n_ref": 1 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8937800923651371, + "FN": 2250, + "FP": 993, + "IoU": 0.8079587848640967, + "TN": 333577, + "TP": 13644, + "n_pred": 14637, + "n_ref": 15894 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0274.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0274.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0348.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0348.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8611122137101576, + "FN": 1386, + "FP": 2113, + "IoU": 0.7560992611180817, + "TN": 336118, + "TP": 10847, + "n_pred": 12960, + "n_ref": 12233 + }, + "6": { + "Dice": 0.8412855727028175, + "FN": 542, + "FP": 579, + "IoU": 0.7260508308895406, + "TN": 346372, + "TP": 2971, + "n_pred": 3550, + "n_ref": 3513 + }, + "7": { + "Dice": 0.8162132148806219, + "FN": 481, + "FP": 512, + "IoU": 0.6894934333958724, + "TN": 347266, + "TP": 2205, + "n_pred": 2717, + "n_ref": 2686 + }, + "8": { + "Dice": 0.9504875015046342, + "FN": 1233, + "FP": 1235, + "IoU": 0.9056466720189624, + "TN": 324307, + "TP": 23689, + "n_pred": 24924, + "n_ref": 24922 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 33, + "IoU": 0.0, + "TN": 350431, + "TP": 0, + "n_pred": 33, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0367.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0367.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.5713815789473684, + "FN": 5104, + "FP": 108, + "IoU": 0.3999539488832604, + "TN": 341778, + "TP": 3474, + "n_pred": 3582, + "n_ref": 8578 + }, + "6": { + "Dice": 0.029710144927536233, + "FN": 118, + "FP": 5238, + "IoU": 0.015079073188672305, + "TN": 345026, + "TP": 82, + "n_pred": 5320, + "n_ref": 200 + }, + "7": { + "Dice": 0.8610181559273763, + "FN": 3810, + "FP": 94, + "IoU": 0.7559542414202663, + "TN": 334467, + "TP": 12093, + "n_pred": 12187, + "n_ref": 15903 + }, + "8": { + "Dice": 0.956050810933424, + "FN": 1067, + "FP": 2033, + "IoU": 0.9158020533434733, + "TN": 313646, + "TP": 33718, + "n_pred": 35751, + "n_ref": 34785 + }, + "9": { + "Dice": 0.5927195559908587, + "FN": 4973, + "FP": 17, + "IoU": 0.42118083748985036, + "TN": 341843, + "TP": 3631, + "n_pred": 3648, + "n_ref": 8604 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0398.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0398.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 2261, + "IoU": 0.0, + "TN": 172971, + "TP": 0, + "n_pred": 2261, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0400.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0400.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": 0.43765942560852356, + "FN": 610.6755555555554, + "FP": 360.18000000000006, + "IoU": 0.36132990665628933, + "TN": 230540.16222222225, + "TP": 2131.6488888888894, + "n_pred": 2491.8288888888887, + "n_ref": 2742.3244444444445 + }, + "mean": { + "1": { + "Dice": 0.16280638985657345, + "FN": 9.633333333333333, + "FP": 190.53333333333333, + "IoU": 0.15912088586239687, + "TN": 233096.66666666666, + "TP": 345.8333333333333, + "n_pred": 536.3666666666667, + "n_ref": 355.46666666666664 + }, + "10": { + "Dice": 0.5925324929030682, + "FN": 823.7666666666667, + "FP": 309.1666666666667, + "IoU": 0.4713620819877618, + "TN": 230344.06666666668, + "TP": 2165.6666666666665, + "n_pred": 2474.8333333333335, + "n_ref": 2989.4333333333334 + }, + "11": { + "Dice": 0.30763147489126136, + "FN": 53.86666666666667, + "FP": 4.5, + "IoU": 0.18177570093457943, + "TN": 233571.33333333334, + "TP": 12.966666666666667, + "n_pred": 17.466666666666665, + "n_ref": 66.83333333333333 + }, + "12": { + "Dice": 0.4412674268614959, + "FN": 101.83333333333333, + "FP": 17.933333333333334, + "IoU": 0.3300320051881143, + "TN": 233453.73333333334, + "TP": 69.16666666666667, + "n_pred": 87.1, + "n_ref": 171.0 + }, + "13": { + "Dice": 0.2147600633055577, + "FN": 1132.0333333333333, + "FP": 149.1, + "IoU": 0.143777347991507, + "TN": 231781.53333333333, + "TP": 580.0, + "n_pred": 729.1, + "n_ref": 1712.0333333333333 + }, + "14": { + "Dice": 0.6423637334395075, + "FN": 939.4666666666667, + "FP": 932.3666666666667, + "IoU": 0.49015442495527, + "TN": 230089.4, + "TP": 1681.4333333333334, + "n_pred": 2613.8, + "n_ref": 2620.9 + }, + "15": { + "Dice": 0.23381825085938457, + "FN": 1555.0666666666666, + "FP": 136.03333333333333, + "IoU": 0.1366716602970866, + "TN": 231642.46666666667, + "TP": 309.1, + "n_pred": 445.1333333333333, + "n_ref": 1864.1666666666667 + }, + "2": { + "Dice": 0.43509680455868466, + "FN": 1678.7333333333333, + "FP": 51.13333333333333, + "IoU": 0.3767346217782817, + "TN": 228858.13333333333, + "TP": 3054.6666666666665, + "n_pred": 3105.8, + "n_ref": 4733.4 + }, + "3": { + "Dice": 0.19192275885456933, + "FN": 126.53333333333333, + "FP": 1238.9666666666667, + "IoU": 0.18447291336649727, + "TN": 230166.93333333332, + "TP": 2110.233333333333, + "n_pred": 3349.2, + "n_ref": 2236.766666666667 + }, + "4": { + "Dice": 0.35771070480440526, + "FN": 1429.6, + "FP": 61.6, + "IoU": 0.31842095271274773, + "TN": 231474.8, + "TP": 676.6666666666666, + "n_pred": 738.2666666666667, + "n_ref": 2106.266666666667 + }, + "5": { + "Dice": 0.6827306255017098, + "FN": 228.23333333333332, + "FP": 47.96666666666667, + "IoU": 0.5376327131294019, + "TN": 233109.13333333333, + "TP": 257.3333333333333, + "n_pred": 305.3, + "n_ref": 485.56666666666666 + }, + "6": { + "Dice": 0.8211602343061766, + "FN": 624.8, + "FP": 1728.3666666666666, + "IoU": 0.7701525858608188, + "TN": 214128.3, + "TP": 17161.2, + "n_pred": 18889.566666666666, + "n_ref": 17786.0 + }, + "7": { + "Dice": 0.3899781854769597, + "FN": 399.3, + "FP": 367.3, + "IoU": 0.32011942024862555, + "TN": 231535.9, + "TP": 1340.1666666666667, + "n_pred": 1707.4666666666667, + "n_ref": 1739.4666666666667 + }, + "8": { + "Dice": 0.7147831690608025, + "FN": 48.3, + "FP": 133.26666666666668, + "IoU": 0.6831012608670513, + "TN": 231266.83333333334, + "TP": 2194.266666666667, + "n_pred": 2327.5333333333333, + "n_ref": 2242.5666666666666 + }, + "9": { + "Dice": 0.37632906944769784, + "FN": 8.966666666666667, + "FP": 34.46666666666667, + "IoU": 0.3164200246642003, + "TN": 233583.2, + "TP": 16.033333333333335, + "n_pred": 50.5, + "n_ref": 25.0 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0021.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0021.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0054.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0054.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0072.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0072.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0076.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0076.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.3826086956521739, + "FN": 142, + "FP": 0, + "IoU": 0.23655913978494625, + "TN": 350278, + "TP": 44, + "n_pred": 44, + "n_ref": 186 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.34119629317607414, + "FN": 1524, + "FP": 40, + "IoU": 0.20568816658202133, + "TN": 348495, + "TP": 405, + "n_pred": 445, + "n_ref": 1929 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 79, + "IoU": 0.0, + "TN": 350385, + "TP": 0, + "n_pred": 79, + "n_ref": 0 + }, + "4": { + "Dice": 0.8967198050261697, + "FN": 2125, + "FP": 460, + "IoU": 0.8127761280509886, + "TN": 336657, + "TP": 11222, + "n_pred": 11682, + "n_ref": 13347 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9843874333205623, + "FN": 1716, + "FP": 2522, + "IoU": 0.9692548769251975, + "TN": 212621, + "TP": 133605, + "n_pred": 136127, + "n_ref": 135321 + }, + "7": { + "Dice": 0.0, + "FN": 428, + "FP": 0, + "IoU": 0.0, + "TN": 350036, + "TP": 0, + "n_pred": 0, + "n_ref": 428 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0081.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0081.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0083.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0083.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.30763147489126136, + "FN": 1616, + "FP": 135, + "IoU": 0.18177570093457943, + "TN": 173092, + "TP": 389, + "n_pred": 524, + "n_ref": 2005 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 40, + "IoU": 0.0, + "TN": 175192, + "TP": 0, + "n_pred": 40, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9698747336221878, + "FN": 2980, + "FP": 851, + "IoU": 0.9415114503816794, + "TN": 109732, + "TP": 61669, + "n_pred": 62520, + "n_ref": 64649 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9763097196973507, + "FN": 527, + "FP": 2770, + "IoU": 0.9537159221719965, + "TN": 103998, + "TP": 67937, + "n_pred": 70707, + "n_ref": 68464 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0134.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0134.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0142.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0142.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0160.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0160.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0172.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0172.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0173.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0173.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 350463, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "10": { + "Dice": 0.7981343001737291, + "FN": 7856, + "FP": 2834, + "IoU": 0.6640794393991767, + "TN": 318641, + "TP": 21133, + "n_pred": 23967, + "n_ref": 28989 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6969999445461099, + "FN": 9464, + "FP": 1464, + "IoU": 0.5349193514065625, + "TN": 326967, + "TP": 12569, + "n_pred": 14033, + "n_ref": 22033 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 270, + "IoU": 0.0, + "TN": 350194, + "TP": 0, + "n_pred": 270, + "n_ref": 0 + }, + "4": { + "Dice": 0.0233728783547922, + "FN": 38609, + "FP": 0, + "IoU": 0.011824626961173248, + "TN": 311393, + "TP": 462, + "n_pred": 462, + "n_ref": 39071 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.689995049282146, + "FN": 1755, + "FP": 39573, + "IoU": 0.5267117875425156, + "TN": 263143, + "TP": 45993, + "n_pred": 85566, + "n_ref": 47748 + }, + "7": { + "Dice": 0.6832683268326832, + "FN": 6339, + "FP": 6329, + "IoU": 0.5189123499924047, + "TN": 324132, + "TP": 13664, + "n_pred": 19993, + "n_ref": 20003 + }, + "8": { + "Dice": 0.9301616346447088, + "FN": 66, + "FP": 163, + "IoU": 0.8694412770809579, + "TN": 348710, + "TP": 1525, + "n_pred": 1688, + "n_ref": 1591 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 882, + "IoU": 0.0, + "TN": 349582, + "TP": 0, + "n_pred": 882, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0180.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0180.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.49733090418009707, + "FN": 11619, + "FP": 27836, + "IoU": 0.3309650178895427, + "TN": 116259, + "TP": 19518, + "n_pred": 47354, + "n_ref": 31137 + }, + "15": { + "Dice": 0.1253726329932401, + "FN": 16810, + "FP": 4021, + "IoU": 0.06687869557426984, + "TN": 152908, + "TP": 1493, + "n_pred": 5514, + "n_ref": 18303 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 687, + "IoU": 0.0, + "TN": 174545, + "TP": 0, + "n_pred": 687, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0181.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0181.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.618856613919866, + "FN": 6792, + "FP": 1855, + "IoU": 0.4480755728601519, + "TN": 334797, + "TP": 7020, + "n_pred": 8875, + "n_ref": 13812 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.3387589013224822, + "FN": 2600, + "FP": 0, + "IoU": 0.2039191671769749, + "TN": 347198, + "TP": 666, + "n_pred": 666, + "n_ref": 3266 + }, + "13": { + "Dice": 0.0, + "FN": 67, + "FP": 0, + "IoU": 0.0, + "TN": 350397, + "TP": 0, + "n_pred": 0, + "n_ref": 67 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9605378393694297, + "FN": 957, + "FP": 575, + "IoU": 0.924071963126332, + "TN": 330287, + "TP": 18645, + "n_pred": 19220, + "n_ref": 19602 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.534996534996535, + "FN": 5481, + "FP": 1229, + "IoU": 0.3651844843897824, + "TN": 339894, + "TP": 3860, + "n_pred": 5089, + "n_ref": 9341 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9709296065806757, + "FN": 821, + "FP": 1879, + "IoU": 0.943501642637427, + "TN": 302675, + "TP": 45089, + "n_pred": 46968, + "n_ref": 45910 + }, + "9": { + "Dice": 0.5851979345955249, + "FN": 228, + "FP": 13, + "IoU": 0.41362530413625304, + "TN": 350053, + "TP": 170, + "n_pred": 183, + "n_ref": 398 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0199.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0199.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0214.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0214.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1819, + "IoU": 0.0, + "TN": 348645, + "TP": 0, + "n_pred": 1819, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.6444658185579732, + "FN": 19043, + "FP": 548, + "IoU": 0.47543310038289555, + "TN": 313117, + "TP": 17756, + "n_pred": 18304, + "n_ref": 36799 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 15607, + "IoU": 0.0, + "TN": 334857, + "TP": 0, + "n_pred": 15607, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.022380467955239063, + "FN": 1921, + "FP": 1, + "IoU": 0.01131687242798354, + "TN": 348520, + "TP": 22, + "n_pred": 23, + "n_ref": 1943 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0215.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0215.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 3525, + "IoU": 0.0, + "TN": 171707, + "TP": 0, + "n_pred": 3525, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 284, + "IoU": 0.0, + "TN": 174948, + "TP": 0, + "n_pred": 284, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 296, + "IoU": 0.0, + "TN": 174936, + "TP": 0, + "n_pred": 296, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9486780715396579, + "FN": 20, + "FP": 13, + "IoU": 0.9023668639053254, + "TN": 174894, + "TP": 305, + "n_pred": 318, + "n_ref": 325 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9469820048863369, + "FN": 3620, + "FP": 655, + "IoU": 0.8993027747679841, + "TN": 132778, + "TP": 38179, + "n_pred": 38834, + "n_ref": 41799 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1648, + "IoU": 0.0, + "TN": 173584, + "TP": 0, + "n_pred": 1648, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0226.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0226.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6771476698483998, + "FN": 2096, + "FP": 204, + "IoU": 0.5118845500848896, + "TN": 170520, + "TP": 2412, + "n_pred": 2616, + "n_ref": 4508 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6486486486486487, + "FN": 126, + "FP": 186, + "IoU": 0.48, + "TN": 174632, + "TP": 288, + "n_pred": 474, + "n_ref": 414 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 885, + "IoU": 0.0, + "TN": 174347, + "TP": 0, + "n_pred": 885, + "n_ref": 0 + }, + "5": { + "Dice": 0.8304647160068847, + "FN": 1366, + "FP": 210, + "IoU": 0.7100809418690214, + "TN": 169796, + "TP": 3860, + "n_pred": 4070, + "n_ref": 5226 + }, + "6": { + "Dice": 0.9217510601147418, + "FN": 5409, + "FP": 865, + "IoU": 0.8548592314988317, + "TN": 132005, + "TP": 36953, + "n_pred": 37818, + "n_ref": 42362 + }, + "7": { + "Dice": 0.9368665583948358, + "FN": 1003, + "FP": 2068, + "IoU": 0.8812313880187184, + "TN": 149375, + "TP": 22786, + "n_pred": 24854, + "n_ref": 23789 + }, + "8": { + "Dice": 0.9580414350178256, + "FN": 562, + "FP": 1121, + "IoU": 0.9194621237498205, + "TN": 154335, + "TP": 19214, + "n_pred": 20335, + "n_ref": 19776 + }, + "9": { + "Dice": 0.9201183431952663, + "FN": 41, + "FP": 13, + "IoU": 0.852054794520548, + "TN": 174867, + "TP": 311, + "n_pred": 324, + "n_ref": 352 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0230.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0230.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0235.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0235.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0242.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0242.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0248.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0248.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 167, + "IoU": 0.0, + "TN": 350297, + "TP": 0, + "n_pred": 167, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8684608406410644, + "FN": 2154, + "FP": 456, + "IoU": 0.7675040085515767, + "TN": 339238, + "TP": 8616, + "n_pred": 9072, + "n_ref": 10770 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.989120423670274, + "FN": 297, + "FP": 3105, + "IoU": 0.9784750298957918, + "TN": 192415, + "TP": 154647, + "n_pred": 157752, + "n_ref": 154944 + }, + "7": { + "Dice": 0.208955223880597, + "FN": 7, + "FP": 46, + "IoU": 0.11666666666666667, + "TN": 350404, + "TP": 7, + "n_pred": 53, + "n_ref": 14 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0282.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0282.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 350463, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.7873965626989179, + "FN": 16565, + "FP": 135, + "IoU": 0.6493438320209973, + "TN": 302839, + "TP": 30925, + "n_pred": 31060, + "n_ref": 47490 + }, + "15": { + "Dice": 0.342263868725529, + "FN": 29842, + "FP": 60, + "IoU": 0.2064646250199034, + "TN": 312782, + "TP": 7780, + "n_pred": 7840, + "n_ref": 37622 + }, + "2": { + "Dice": 0.0, + "FN": 1, + "FP": 0, + "IoU": 0.0, + "TN": 350463, + "TP": 0, + "n_pred": 0, + "n_ref": 1 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 350460, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.938759435510338, + "FN": 360, + "FP": 1506, + "IoU": 0.8845868381989115, + "TN": 334296, + "TP": 14302, + "n_pred": 15808, + "n_ref": 14662 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0296.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0296.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8752775786399958, + "FN": 4230, + "FP": 2903, + "IoU": 0.7782165288228344, + "TN": 318302, + "TP": 25029, + "n_pred": 27932, + "n_ref": 29259 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.2932445211956745, + "FN": 14619, + "FP": 2570, + "IoU": 0.1718140207178993, + "TN": 329709, + "TP": 3566, + "n_pred": 6136, + "n_ref": 18185 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.48194087533639546, + "FN": 25535, + "FP": 68, + "IoU": 0.3174717423757731, + "TN": 312952, + "TP": 11909, + "n_pred": 11977, + "n_ref": 37444 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 15985, + "IoU": 0.0, + "TN": 334479, + "TP": 0, + "n_pred": 15985, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 47, + "IoU": 0.0, + "TN": 350417, + "TP": 0, + "n_pred": 47, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9207565143186013, + "FN": 3139, + "FP": 854, + "IoU": 0.8531499393181567, + "TN": 323273, + "TP": 23198, + "n_pred": 24052, + "n_ref": 26337 + }, + "7": { + "Dice": 0.41075156576200417, + "FN": 3914, + "FP": 602, + "IoU": 0.25845648604269295, + "TN": 344374, + "TP": 1574, + "n_pred": 2176, + "n_ref": 5488 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 126, + "IoU": 0.0, + "TN": 350338, + "TP": 0, + "n_pred": 126, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0307.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0307.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0321.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0321.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0336.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0336.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 57, + "IoU": 0.0, + "TN": 175175, + "TP": 0, + "n_pred": 57, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0350.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0350.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0362.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0362.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.17187968422104527, + "FN": 8287, + "FP": 0, + "IoU": 0.09401989723406581, + "TN": 166085, + "TP": 860, + "n_pred": 860, + "n_ref": 9147 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.000718132854578097, + "FN": 2783, + "FP": 0, + "IoU": 0.00035919540229885057, + "TN": 172448, + "TP": 1, + "n_pred": 1, + "n_ref": 2784 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2895, + "IoU": 0.0, + "TN": 172337, + "TP": 0, + "n_pred": 2895, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 21, + "FP": 0, + "IoU": 0.0, + "TN": 175211, + "TP": 0, + "n_pred": 0, + "n_ref": 21 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 835, + "IoU": 0.0, + "TN": 174397, + "TP": 0, + "n_pred": 835, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0392.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0392.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9768383391394407, + "FN": 289, + "FP": 203, + "IoU": 0.9547253151743812, + "TN": 339597, + "TP": 10375, + "n_pred": 10578, + "n_ref": 10664 + }, + "10": { + "Dice": 0.7957025920873124, + "FN": 3597, + "FP": 1195, + "IoU": 0.6607193429623336, + "TN": 336340, + "TP": 9332, + "n_pred": 10527, + "n_ref": 12929 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7776621574748526, + "FN": 329, + "FP": 312, + "IoU": 0.6362088535754824, + "TN": 348702, + "TP": 1121, + "n_pred": 1433, + "n_ref": 1450 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 103, + "IoU": 0.0, + "TN": 350361, + "TP": 0, + "n_pred": 103, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 54, + "IoU": 0.0, + "TN": 350410, + "TP": 0, + "n_pred": 54, + "n_ref": 0 + }, + "3": { + "Dice": 0.9586897491762635, + "FN": 2839, + "FP": 1010, + "IoU": 0.9206571705386407, + "TN": 301953, + "TP": 44662, + "n_pred": 45672, + "n_ref": 47501 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.8799838089455576, + "FN": 267, + "FP": 326, + "IoU": 0.7856884712685218, + "TN": 347697, + "TP": 2174, + "n_pred": 2500, + "n_ref": 2441 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0401.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974154/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0401.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": 0.4293567545878555, + "FN": 883.7564444444445, + "FP": 582.9799999999999, + "IoU": 0.3604267569049093, + "TN": 229983.52666666667, + "TP": 2192.4035555555556, + "n_pred": 2775.383555555555, + "n_ref": 3076.1600000000003 + }, + "mean": { + "1": { + "Dice": 0.3151600893185168, + "FN": 1289.1066666666666, + "FP": 373.8666666666667, + "IoU": 0.2850277543793073, + "TN": 229575.96666666665, + "TP": 2403.7266666666665, + "n_pred": 2777.5933333333332, + "n_ref": 3692.8333333333335 + }, + "10": { + "Dice": 0.5195396155029419, + "FN": 851.5533333333335, + "FP": 503.1533333333333, + "IoU": 0.4113370244479224, + "TN": 230521.63333333336, + "TP": 1766.3266666666666, + "n_pred": 2269.4800000000005, + "n_ref": 2617.88 + }, + "11": { + "Dice": 0.2916612072560206, + "FN": 70.01333333333334, + "FP": 37.160000000000004, + "IoU": 0.21834108814565983, + "TN": 233438.9733333333, + "TP": 96.52, + "n_pred": 133.68, + "n_ref": 166.53333333333333 + }, + "12": { + "Dice": 0.3683865810632846, + "FN": 133.17333333333335, + "FP": 43.34666666666667, + "IoU": 0.27340525591052006, + "TN": 233337.86000000002, + "TP": 128.2866666666667, + "n_pred": 171.63333333333333, + "n_ref": 261.46 + }, + "13": { + "Dice": 0.2765818210419168, + "FN": 1048.6599999999999, + "FP": 492.2666666666666, + "IoU": 0.20814725778942905, + "TN": 231143.2333333333, + "TP": 958.5066666666665, + "n_pred": 1450.7733333333333, + "n_ref": 2007.1666666666665 + }, + "14": { + "Dice": 0.41741527509878046, + "FN": 524.6266666666667, + "FP": 313.62666666666667, + "IoU": 0.3402512881010776, + "TN": 231723.05333333332, + "TP": 1081.3600000000001, + "n_pred": 1394.9866666666667, + "n_ref": 1605.986666666667 + }, + "15": { + "Dice": 0.31060967881828744, + "FN": 571.3666666666667, + "FP": 220.98666666666668, + "IoU": 0.2350116265342898, + "TN": 232556.06, + "TP": 294.2533333333334, + "n_pred": 515.24, + "n_ref": 865.6200000000001 + }, + "2": { + "Dice": 0.30296956931794483, + "FN": 1034.7, + "FP": 641.08, + "IoU": 0.26225182321470997, + "TN": 230113.00666666668, + "TP": 1853.8799999999999, + "n_pred": 2494.96, + "n_ref": 2888.58 + }, + "3": { + "Dice": 0.3172918129492153, + "FN": 1564.0866666666666, + "FP": 879.6133333333335, + "IoU": 0.28024196361582965, + "TN": 229527.00666666665, + "TP": 1671.9600000000003, + "n_pred": 2551.573333333333, + "n_ref": 3236.0466666666666 + }, + "4": { + "Dice": 0.3817677751002862, + "FN": 425.0733333333334, + "FP": 129.87333333333333, + "IoU": 0.3200182619029129, + "TN": 232564.42, + "TP": 523.3, + "n_pred": 653.1733333333334, + "n_ref": 948.3733333333333 + }, + "5": { + "Dice": 0.47401928634495966, + "FN": 137.79333333333332, + "FP": 52.52, + "IoU": 0.390569707677445, + "TN": 233171.51333333334, + "TP": 280.84, + "n_pred": 333.36, + "n_ref": 418.6333333333334 + }, + "6": { + "Dice": 0.6149550156069221, + "FN": 2051.9333333333334, + "FP": 3608.62, + "IoU": 0.5517474463879685, + "TN": 213920.92666666667, + "TP": 14061.186666666666, + "n_pred": 17669.806666666667, + "n_ref": 16113.12 + }, + "7": { + "Dice": 0.4440867537966787, + "FN": 2475.6466666666665, + "FP": 812.62, + "IoU": 0.37130508756460434, + "TN": 227138.6333333333, + "TP": 3215.766666666666, + "n_pred": 4028.3866666666668, + "n_ref": 5691.413333333333 + }, + "8": { + "Dice": 0.7943468991373697, + "FN": 598.2533333333333, + "FP": 183.15333333333334, + "IoU": 0.739721149707653, + "TN": 230408.08666666667, + "TP": 2453.173333333333, + "n_pred": 2636.326666666667, + "n_ref": 3051.4266666666663 + }, + "9": { + "Dice": 0.6115599384647072, + "FN": 480.36, + "FP": 452.81333333333333, + "IoU": 0.5190246181943104, + "TN": 230612.52666666667, + "TP": 2096.9666666666667, + "n_pred": 2549.78, + "n_ref": 2577.326666666667 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/loop_001/summary.json b/nnActive_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/loop_001/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..73843703bad4a2fa6ed4aae3cc690eab218e001d --- /dev/null +++ b/nnActive_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/loop_001/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.7696776800778485, + "FN": 22082.960000000003, + "FP": 19221.33466666667, + "IoU": 0.6689765287195241, + "TN": 96251148.97466666, + "TP": 164507.57066666667, + "n_pred": 183728.90533333336, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.9126564368765121, + "FN": 15981.94, + "FP": 11282.38, + "IoU": 0.8581293986382756, + "TN": 96251390.32, + "TP": 178306.2, + "n_pred": 189588.58, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.7297761271962183, + "FN": 21586.94, + "FP": 10586.32, + "IoU": 0.6026759762058844, + "TN": 96372151.96, + "TP": 52635.62, + "n_pred": 63221.94, + "n_ref": 74222.56 + }, + "11": { + "Dice": 0.7318044072367121, + "FN": 1068.28, + "FP": 706.64, + "IoU": 0.5899433180028576, + "TN": 96452553.82, + "TP": 2632.1, + "n_pred": 3338.74, + "n_ref": 3700.38 + }, + "12": { + "Dice": 0.7075157692020829, + "FN": 1423.16, + "FP": 711.7, + "IoU": 0.5646229918618387, + "TN": 96452012.48, + "TP": 2813.5, + "n_pred": 3525.2, + "n_ref": 4236.66 + }, + "13": { + "Dice": 0.612454788087486, + "FN": 24327.08, + "FP": 14370.12, + "IoU": 0.46700736821831124, + "TN": 96384732.58, + "TP": 33531.06, + "n_pred": 47901.18, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.7622144374956739, + "FN": 39990.38, + "FP": 19929.34, + "IoU": 0.6675493387328748, + "TN": 96298673.36, + "TP": 98367.76, + "n_pred": 118297.1, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.44793637536580966, + "FN": 16656.5, + "FP": 66944.86, + "IoU": 0.3437091714633665, + "TN": 96335968.94, + "TP": 37390.54, + "n_pred": 104335.4, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.8672668683917919, + "FN": 17318.1, + "FP": 22381.0, + "IoU": 0.7796739591811243, + "TN": 96277738.14, + "TP": 139523.6, + "n_pred": 161904.6, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.8768301291568793, + "FN": 23051.72, + "FP": 15648.66, + "IoU": 0.7879501228867268, + "TN": 96277909.6, + "TP": 140350.86, + "n_pred": 155999.52, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.6828263297409606, + "FN": 7352.06, + "FP": 3261.76, + "IoU": 0.5920874436015956, + "TN": 96427121.58, + "TP": 19225.44, + "n_pred": 22487.2, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.6824018568182217, + "FN": 8028.0, + "FP": 2373.38, + "IoU": 0.5483799499159246, + "TN": 96437435.3, + "TP": 9124.16, + "n_pred": 11497.54, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.9558233865162539, + "FN": 65297.24, + "FP": 52800.26, + "IoU": 0.9175343032769315, + "TN": 95044936.96, + "TP": 1293926.38, + "n_pred": 1346726.64, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.7838977951619027, + "FN": 69741.5, + "FP": 48398.36, + "IoU": 0.6800052880411112, + "TN": 96069637.82, + "TP": 269183.16, + "n_pred": 317581.52, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.9295364105308872, + "FN": 8575.74, + "FP": 9764.96, + "IoU": 0.8702518987429539, + "TN": 96314826.7, + "TP": 123793.44, + "n_pred": 133558.4, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.8622240833903363, + "FN": 10845.76, + "FP": 9160.28, + "IoU": 0.7651274020230843, + "TN": 96370145.06, + "TP": 66809.74, + "n_pred": 75970.02, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9276510779022245, + "FN": 3488, + "FP": 10426, + "IoU": 0.8650645874549051, + "TN": 119490204, + "TP": 89202, + "n_pred": 99628, + "n_ref": 92690 + }, + "10": { + "Dice": 0.7288748106667672, + "FN": 17349, + "FP": 25790, + "IoU": 0.5734091470951792, + "TN": 119492195, + "TP": 57986, + "n_pred": 83776, + "n_ref": 75335 + }, + "11": { + "Dice": 0.7762114537444934, + "FN": 903, + "FP": 621, + "IoU": 0.6342692584593232, + "TN": 119589153, + "TP": 2643, + "n_pred": 3264, + "n_ref": 3546 + }, + "12": { + "Dice": 0.7297356828193833, + "FN": 1152, + "FP": 1302, + "IoU": 0.5744754638460204, + "TN": 119587553, + "TP": 3313, + "n_pred": 4615, + "n_ref": 4465 + }, + "13": { + "Dice": 0.4934928201678706, + "FN": 27446, + "FP": 24511, + "IoU": 0.3275741574778692, + "TN": 119516052, + "TP": 25311, + "n_pred": 49822, + "n_ref": 52757 + }, + "14": { + "Dice": 0.42898703880182043, + "FN": 179287, + "FP": 2266, + "IoU": 0.27306397171582897, + "TN": 119343569, + "TP": 68198, + "n_pred": 70464, + "n_ref": 247485 + }, + "15": { + "Dice": 0.0, + "FN": 32863, + "FP": 281547, + "IoU": 0.0, + "TN": 119278910, + "TP": 0, + "n_pred": 281547, + "n_ref": 32863 + }, + "2": { + "Dice": 0.930326507834887, + "FN": 4928, + "FP": 15423, + "IoU": 0.8697294217806825, + "TN": 119437099, + "TP": 135870, + "n_pred": 151293, + "n_ref": 140798 + }, + "3": { + "Dice": 0.9472317797002151, + "FN": 11666, + "FP": 6017, + "IoU": 0.8997533943705888, + "TN": 119416925, + "TP": 158712, + "n_pred": 164729, + "n_ref": 170378 + }, + "4": { + "Dice": 0.8468154111225332, + "FN": 19217, + "FP": 1943, + "IoU": 0.734327721069218, + "TN": 119513673, + "TP": 58487, + "n_pred": 60430, + "n_ref": 77704 + }, + "5": { + "Dice": 0.029177238129757158, + "FN": 63137, + "FP": 11861, + "IoU": 0.014804597701149426, + "TN": 119517195, + "TP": 1127, + "n_pred": 12988, + "n_ref": 64264 + }, + "6": { + "Dice": 0.9690877546320035, + "FN": 29051, + "FP": 44499, + "IoU": 0.9400293371101397, + "TN": 118366887, + "TP": 1152883, + "n_pred": 1197382, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 109202, + "IoU": 0.0, + "TN": 119484118, + "TP": 0, + "n_pred": 109202, + "n_ref": 0 + }, + "8": { + "Dice": 0.9211357683582341, + "FN": 23797, + "FP": 21187, + "IoU": 0.8538013786558593, + "TN": 119285629, + "TP": 262707, + "n_pred": 283894, + "n_ref": 286504 + }, + "9": { + "Dice": 0.8409931625994902, + "FN": 17310, + "FP": 5085, + "IoU": 0.725615359168821, + "TN": 119511701, + "TP": 59224, + "n_pred": 64309, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9500615486396937, + "FN": 13365, + "FP": 5053, + "IoU": 0.9048735641682506, + "TN": 72632044, + "TP": 175198, + "n_pred": 180251, + "n_ref": 188563 + }, + "10": { + "Dice": 0.7192619140737702, + "FN": 12359, + "FP": 31428, + "IoU": 0.5615995354378799, + "TN": 72725781, + "TP": 56092, + "n_pred": 87520, + "n_ref": 68451 + }, + "11": { + "Dice": 0.7058587479935795, + "FN": 488, + "FP": 978, + "IoU": 0.5454263565891473, + "TN": 72822435, + "TP": 1759, + "n_pred": 2737, + "n_ref": 2247 + }, + "12": { + "Dice": 0.7061967596458995, + "FN": 760, + "FP": 999, + "IoU": 0.5458301058610896, + "TN": 72821787, + "TP": 2114, + "n_pred": 3113, + "n_ref": 2874 + }, + "13": { + "Dice": 0.7107756675827557, + "FN": 15527, + "FP": 12677, + "IoU": 0.5513203945275215, + "TN": 72762800, + "TP": 34656, + "n_pred": 47333, + "n_ref": 50183 + }, + "14": { + "Dice": 0.8946405357615935, + "FN": 4283, + "FP": 12818, + "IoU": 0.8093661516509486, + "TN": 72735954, + "TP": 72605, + "n_pred": 85423, + "n_ref": 76888 + }, + "15": { + "Dice": 0.24978957839161375, + "FN": 16365, + "FP": 140507, + "IoU": 0.14271974118521433, + "TN": 72642672, + "TP": 26116, + "n_pred": 166623, + "n_ref": 42481 + }, + "2": { + "Dice": 0.8436489592182119, + "FN": 7729, + "FP": 39757, + "IoU": 0.7295785876993166, + "TN": 72650060, + "TP": 128114, + "n_pred": 167871, + "n_ref": 135843 + }, + "3": { + "Dice": 0.8604813515541826, + "FN": 28541, + "FP": 3435, + "IoU": 0.7551270466067299, + "TN": 72695078, + "TP": 98606, + "n_pred": 102041, + "n_ref": 127147 + }, + "4": { + "Dice": 0.8310712341755483, + "FN": 3344, + "FP": 6277, + "IoU": 0.7109682458617478, + "TN": 72792373, + "TP": 23666, + "n_pred": 29943, + "n_ref": 27010 + }, + "5": { + "Dice": 0.8409049332276358, + "FN": 1744, + "FP": 865, + "IoU": 0.7254840067340067, + "TN": 72816156, + "TP": 6895, + "n_pred": 7760, + "n_ref": 8639 + }, + "6": { + "Dice": 0.9521045206283401, + "FN": 42969, + "FP": 74223, + "IoU": 0.9085872965109476, + "TN": 71543650, + "TP": 1164818, + "n_pred": 1239041, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.8705435343696846, + "FN": 33135, + "FP": 28057, + "IoU": 0.7707632483947583, + "TN": 72558722, + "TP": 205746, + "n_pred": 233803, + "n_ref": 238881 + }, + "8": { + "Dice": 0.8945490238485405, + "FN": 4424, + "FP": 8253, + "IoU": 0.8092163679323371, + "TN": 72759213, + "TP": 53770, + "n_pred": 62023, + "n_ref": 58194 + }, + "9": { + "Dice": 0.8609214347382466, + "FN": 12171, + "FP": 9093, + "IoU": 0.7558051402191139, + "TN": 72738582, + "TP": 65814, + "n_pred": 74907, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9567262501566612, + "FN": 15762, + "FP": 6336, + "IoU": 0.9170423872931972, + "TN": 71543111, + "TP": 244279, + "n_pred": 250615, + "n_ref": 260041 + }, + "10": { + "Dice": 0.8556227409384184, + "FN": 17731, + "FP": 7913, + "IoU": 0.7476754139976975, + "TN": 71707857, + "TP": 75987, + "n_pred": 83900, + "n_ref": 93718 + }, + "11": { + "Dice": 0.6920712968653965, + "FN": 1117, + "FP": 887, + "IoU": 0.5291353383458647, + "TN": 71805232, + "TP": 2252, + "n_pred": 3139, + "n_ref": 3369 + }, + "12": { + "Dice": 0.6602905350536858, + "FN": 2850, + "FP": 915, + "IoU": 0.49286099137931033, + "TN": 71802064, + "TP": 3659, + "n_pred": 4574, + "n_ref": 6509 + }, + "13": { + "Dice": 0.7687535109121245, + "FN": 18056, + "FP": 9525, + "IoU": 0.6243701141285103, + "TN": 71736062, + "TP": 45845, + "n_pred": 55370, + "n_ref": 63901 + }, + "14": { + "Dice": 0.7784408859062587, + "FN": 187406, + "FP": 3155, + "IoU": 0.6372519159531415, + "TN": 71284162, + "TP": 334765, + "n_pred": 337920, + "n_ref": 522171 + }, + "15": { + "Dice": 0.8052240915695286, + "FN": 58186, + "FP": 1066, + "IoU": 0.6739540744735293, + "TN": 71627759, + "TP": 122477, + "n_pred": 123543, + "n_ref": 180663 + }, + "2": { + "Dice": 0.8951197548540073, + "FN": 8706, + "FP": 23672, + "IoU": 0.8101509270226215, + "TN": 71638942, + "TP": 138168, + "n_pred": 161840, + "n_ref": 146874 + }, + "3": { + "Dice": 0.9031710914454277, + "FN": 25784, + "FP": 8354, + "IoU": 0.823438445505278, + "TN": 71616139, + "TP": 159211, + "n_pred": 167565, + "n_ref": 184995 + }, + "4": { + "Dice": 0.7619216033009136, + "FN": 1049, + "FP": 7029, + "IoU": 0.6154065892211007, + "TN": 71788484, + "TP": 12926, + "n_pred": 19955, + "n_ref": 13975 + }, + "5": { + "Dice": 0.8737797400049055, + "FN": 1437, + "FP": 1136, + "IoU": 0.7758515550135029, + "TN": 71798009, + "TP": 8906, + "n_pred": 10042, + "n_ref": 10343 + }, + "6": { + "Dice": 0.9704097926135156, + "FN": 38192, + "FP": 35600, + "IoU": 0.942520417979506, + "TN": 70525693, + "TP": 1210003, + "n_pred": 1245603, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.9316237533733477, + "FN": 11786, + "FP": 21000, + "IoU": 0.871999687670805, + "TN": 71553348, + "TP": 223354, + "n_pred": 244354, + "n_ref": 235140 + }, + "8": { + "Dice": 0.9359361001400649, + "FN": 7063, + "FP": 3091, + "IoU": 0.8795863671939852, + "TN": 71725162, + "TP": 74172, + "n_pred": 77263, + "n_ref": 81235 + }, + "9": { + "Dice": 0.8698577425373134, + "FN": 13557, + "FP": 8765, + "IoU": 0.7696887155518412, + "TN": 71712567, + "TP": 74599, + "n_pred": 83364, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.930569309654277, + "FN": 23907, + "FP": 4488, + "IoU": 0.870153922133509, + "TN": 135226828, + "TP": 190287, + "n_pred": 194775, + "n_ref": 214194 + }, + "10": { + "Dice": 0.8307151952589875, + "FN": 16309, + "FP": 11742, + "IoU": 0.710447268185431, + "TN": 135348633, + "TP": 68826, + "n_pred": 80568, + "n_ref": 85135 + }, + "11": { + "Dice": 0.6605731225296443, + "FN": 873, + "FP": 1875, + "IoU": 0.4931759498340096, + "TN": 135440088, + "TP": 2674, + "n_pred": 4549, + "n_ref": 3547 + }, + "12": { + "Dice": 0.741846436969635, + "FN": 1880, + "FP": 645, + "IoU": 0.5896310742727126, + "TN": 135439357, + "TP": 3628, + "n_pred": 4273, + "n_ref": 5508 + }, + "13": { + "Dice": 0.7025698759444889, + "FN": 8122, + "FP": 19354, + "IoU": 0.5415088357501627, + "TN": 135385583, + "TP": 32451, + "n_pred": 51805, + "n_ref": 40573 + }, + "14": { + "Dice": 0.9103734583383785, + "FN": 11441, + "FP": 14466, + "IoU": 0.8354912656129946, + "TN": 135288029, + "TP": 131574, + "n_pred": 146040, + "n_ref": 143015 + }, + "15": { + "Dice": 0.21443056989953996, + "FN": 28460, + "FP": 138882, + "IoU": 0.12009086081154269, + "TN": 135255329, + "TP": 22839, + "n_pred": 161721, + "n_ref": 51299 + }, + "2": { + "Dice": 0.9163314541678704, + "FN": 23997, + "FP": 9886, + "IoU": 0.8455827731571152, + "TN": 135226085, + "TP": 185542, + "n_pred": 195428, + "n_ref": 209539 + }, + "3": { + "Dice": 0.9014777649205775, + "FN": 29765, + "FP": 13317, + "IoU": 0.8206276906679102, + "TN": 135205328, + "TP": 197100, + "n_pred": 210417, + "n_ref": 226865 + }, + "4": { + "Dice": 0.8705392233925483, + "FN": 3616, + "FP": 6266, + "IoU": 0.7707564896652516, + "TN": 135402403, + "TP": 33225, + "n_pred": 39491, + "n_ref": 36841 + }, + "5": { + "Dice": 0.5709494262236171, + "FN": 16128, + "FP": 1781, + "IoU": 0.3995305951383068, + "TN": 135415685, + "TP": 11916, + "n_pred": 13697, + "n_ref": 28044 + }, + "6": { + "Dice": 0.9609290592770429, + "FN": 52547, + "FP": 78363, + "IoU": 0.9247963941792604, + "TN": 133704769, + "TP": 1609831, + "n_pred": 1688194, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.7891629871376464, + "FN": 18097, + "FP": 78549, + "IoU": 0.6517499702723056, + "TN": 135167991, + "TP": 180873, + "n_pred": 259422, + "n_ref": 198970 + }, + "8": { + "Dice": 0.9188121687873722, + "FN": 30252, + "FP": 15586, + "IoU": 0.8498173418737611, + "TN": 135140295, + "TP": 259377, + "n_pred": 274963, + "n_ref": 289629 + }, + "9": { + "Dice": 0.8723636304443372, + "FN": 17647, + "FP": 5876, + "IoU": 0.7736214031373304, + "TN": 135341600, + "TP": 80387, + "n_pred": 86263, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.890547323858482, + "FN": 35336, + "FP": 18958, + "IoU": 0.8026906807378658, + "TN": 105478833, + "TP": 220878, + "n_pred": 239836, + "n_ref": 256214 + }, + "10": { + "Dice": 0.4068036091380303, + "FN": 33997, + "FP": 43252, + "IoU": 0.2553380182577094, + "TN": 105650268, + "TP": 26488, + "n_pred": 69740, + "n_ref": 60485 + }, + "11": { + "Dice": 0.7308259587020649, + "FN": 487, + "FP": 973, + "IoU": 0.5758280069726903, + "TN": 105750563, + "TP": 1982, + "n_pred": 2955, + "n_ref": 2469 + }, + "12": { + "Dice": 0.6291414321339508, + "FN": 1755, + "FP": 1368, + "IoU": 0.4589397089397089, + "TN": 105748233, + "TP": 2649, + "n_pred": 4017, + "n_ref": 4404 + }, + "13": { + "Dice": 0.4430078471725828, + "FN": 52703, + "FP": 18206, + "IoU": 0.2845279896678371, + "TN": 105654897, + "TP": 28199, + "n_pred": 46405, + "n_ref": 80902 + }, + "14": { + "Dice": 0.9459945168103052, + "FN": 16611, + "FP": 3974, + "IoU": 0.8975233354075918, + "TN": 105553130, + "TP": 180290, + "n_pred": 184264, + "n_ref": 196901 + }, + "15": { + "Dice": 0.5659049256369918, + "FN": 10486, + "FP": 16279, + "IoU": 0.39460767682251024, + "TN": 105709794, + "TP": 17446, + "n_pred": 33725, + "n_ref": 27932 + }, + "2": { + "Dice": 0.9267702936096719, + "FN": 8008, + "FP": 14888, + "IoU": 0.8635339555841648, + "TN": 105586227, + "TP": 144882, + "n_pred": 159770, + "n_ref": 152890 + }, + "3": { + "Dice": 0.9405624903368466, + "FN": 10249, + "FP": 10126, + "IoU": 0.8877942132102695, + "TN": 105572419, + "TP": 161211, + "n_pred": 171337, + "n_ref": 171460 + }, + "4": { + "Dice": 0.22305755129249685, + "FN": 34831, + "FP": 7127, + "IoU": 0.12552885517183884, + "TN": 105706024, + "TP": 6023, + "n_pred": 13150, + "n_ref": 40854 + }, + "5": { + "Dice": 0.7764868378290543, + "FN": 2808, + "FP": 2694, + "IoU": 0.6346370940965536, + "TN": 105738946, + "TP": 9557, + "n_pred": 12251, + "n_ref": 12365 + }, + "6": { + "Dice": 0.9571169953821196, + "FN": 60474, + "FP": 71800, + "IoU": 0.917760660729929, + "TN": 104145602, + "TP": 1476129, + "n_pred": 1547929, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.8750945644444678, + "FN": 17947, + "FP": 53544, + "IoU": 0.777927225511453, + "TN": 105432079, + "TP": 250435, + "n_pred": 303979, + "n_ref": 268382 + }, + "8": { + "Dice": 0.8516254584466455, + "FN": 3333, + "FP": 26402, + "IoU": 0.741592074389502, + "TN": 105638935, + "TP": 85335, + "n_pred": 111737, + "n_ref": 88668 + }, + "9": { + "Dice": 0.8269524662731872, + "FN": 12038, + "FP": 14232, + "IoU": 0.7049607475375959, + "TN": 105664966, + "TP": 62769, + "n_pred": 77001, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9638183799607042, + "FN": 10924, + "FP": 7270, + "IoU": 0.9301635556169705, + "TN": 96877357, + "TP": 242329, + "n_pred": 249599, + "n_ref": 253253 + }, + "10": { + "Dice": 0.8330984059795634, + "FN": 12985, + "FP": 26918, + "IoU": 0.7139405844062742, + "TN": 96998388, + "TP": 99589, + "n_pred": 126507, + "n_ref": 112574 + }, + "11": { + "Dice": 0.746027397260274, + "FN": 838, + "FP": 1016, + "IoU": 0.5949311776272668, + "TN": 97133303, + "TP": 2723, + "n_pred": 3739, + "n_ref": 3561 + }, + "12": { + "Dice": 0.817870108914885, + "FN": 463, + "FP": 1343, + "IoU": 0.691861457089234, + "TN": 97132019, + "TP": 4055, + "n_pred": 5398, + "n_ref": 4518 + }, + "13": { + "Dice": 0.7575676239897409, + "FN": 11794, + "FP": 12593, + "IoU": 0.6097455592894864, + "TN": 97075390, + "TP": 38103, + "n_pred": 50696, + "n_ref": 49897 + }, + "14": { + "Dice": 0.9524983425666974, + "FN": 14478, + "FP": 10456, + "IoU": 0.9093048548492112, + "TN": 96862959, + "TP": 249987, + "n_pred": 260443, + "n_ref": 264465 + }, + "15": { + "Dice": 0.008300290774517579, + "FN": 21430, + "FP": 203666, + "IoU": 0.004167440872773605, + "TN": 96911842, + "TP": 942, + "n_pred": 204608, + "n_ref": 22372 + }, + "2": { + "Dice": 0.94111497758875, + "FN": 6565, + "FP": 9883, + "IoU": 0.8887791947851723, + "TN": 96989994, + "TP": 131438, + "n_pred": 141321, + "n_ref": 138003 + }, + "3": { + "Dice": 0.9444840737676073, + "FN": 9507, + "FP": 8004, + "IoU": 0.8948079799599921, + "TN": 96971413, + "TP": 148956, + "n_pred": 156960, + "n_ref": 158463 + }, + "4": { + "Dice": 0.908557016753738, + "FN": 2279, + "FP": 2797, + "IoU": 0.8324365364935794, + "TN": 97107587, + "TP": 25217, + "n_pred": 28014, + "n_ref": 27496 + }, + "5": { + "Dice": 0.8375168690958165, + "FN": 2221, + "FP": 2595, + "IoU": 0.7204550731367542, + "TN": 97120652, + "TP": 12412, + "n_pred": 15007, + "n_ref": 14633 + }, + "6": { + "Dice": 0.9754098059253005, + "FN": 41385, + "FP": 32176, + "IoU": 0.9519999425781996, + "TN": 95605361, + "TP": 1458958, + "n_pred": 1491134, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.941918267170517, + "FN": 12469, + "FP": 17349, + "IoU": 0.8902131451146728, + "TN": 96866281, + "TP": 241781, + "n_pred": 259130, + "n_ref": 254250 + }, + "8": { + "Dice": 0.9290315616603122, + "FN": 7562, + "FP": 10847, + "IoU": 0.8674686651836173, + "TN": 96998977, + "TP": 120494, + "n_pred": 131341, + "n_ref": 128056 + }, + "9": { + "Dice": 0.8314593189219615, + "FN": 6539, + "FP": 18613, + "IoU": 0.7115364765520168, + "TN": 97050687, + "TP": 62041, + "n_pred": 80654, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9671699934597029, + "FN": 4188, + "FP": 7307, + "IoU": 0.9364270860985754, + "TN": 130585976, + "TP": 169321, + "n_pred": 176628, + "n_ref": 173509 + }, + "10": { + "Dice": 0.8289140996280165, + "FN": 14631, + "FP": 11217, + "IoU": 0.7078166506528005, + "TN": 130678327, + "TP": 62617, + "n_pred": 73834, + "n_ref": 77248 + }, + "11": { + "Dice": 0.7644652250146113, + "FN": 779, + "FP": 1236, + "IoU": 0.618732261116367, + "TN": 130761507, + "TP": 3270, + "n_pred": 4506, + "n_ref": 4049 + }, + "12": { + "Dice": 0.7668428005284016, + "FN": 1006, + "FP": 406, + "IoU": 0.6218532404927691, + "TN": 130763058, + "TP": 2322, + "n_pred": 2728, + "n_ref": 3328 + }, + "13": { + "Dice": 0.6560784277660778, + "FN": 25697, + "FP": 11700, + "IoU": 0.4881820794613163, + "TN": 130693725, + "TP": 35670, + "n_pred": 47370, + "n_ref": 61367 + }, + "14": { + "Dice": 0.9419036833107749, + "FN": 5981, + "FP": 12948, + "IoU": 0.8901870920957216, + "TN": 130594417, + "TP": 153446, + "n_pred": 166394, + "n_ref": 159427 + }, + "15": { + "Dice": 0.25280512129538646, + "FN": 7307, + "FP": 119684, + "IoU": 0.1446919999461185, + "TN": 130618318, + "TP": 21483, + "n_pred": 141167, + "n_ref": 28790 + }, + "2": { + "Dice": 0.9105205580696912, + "FN": 11105, + "FP": 19404, + "IoU": 0.8357390906398902, + "TN": 130581057, + "TP": 155226, + "n_pred": 174630, + "n_ref": 166331 + }, + "3": { + "Dice": 0.9044407517583015, + "FN": 22088, + "FP": 8333, + "IoU": 0.82555165611524, + "TN": 130592408, + "TP": 143963, + "n_pred": 152296, + "n_ref": 166051 + }, + "4": { + "Dice": 0.8467056952387398, + "FN": 4915, + "FP": 4145, + "IoU": 0.7341627299668437, + "TN": 130732711, + "TP": 25021, + "n_pred": 29166, + "n_ref": 29936 + }, + "5": { + "Dice": 0.4882713742387935, + "FN": 20204, + "FP": 3073, + "IoU": 0.3229887731952766, + "TN": 130732410, + "TP": 11105, + "n_pred": 14178, + "n_ref": 31309 + }, + "6": { + "Dice": 0.9648863821168261, + "FN": 31828, + "FP": 63174, + "IoU": 0.9321550460229054, + "TN": 129366511, + "TP": 1305279, + "n_pred": 1368453, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.8697252182898052, + "FN": 21328, + "FP": 105760, + "IoU": 0.7694812202868425, + "TN": 130215479, + "TP": 424225, + "n_pred": 529985, + "n_ref": 445553 + }, + "8": { + "Dice": 0.8942476568783546, + "FN": 12297, + "FP": 39245, + "IoU": 0.8087232755517455, + "TN": 130497329, + "TP": 217921, + "n_pred": 257166, + "n_ref": 230218 + }, + "9": { + "Dice": 0.87980681053983, + "FN": 15683, + "FP": 7909, + "IoU": 0.7854063199257764, + "TN": 130656854, + "TP": 86346, + "n_pred": 94255, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8386000602602063, + "FN": 15757, + "FP": 55488, + "IoU": 0.7220596726120813, + "TN": 71979676, + "TP": 185087, + "n_pred": 240575, + "n_ref": 200844 + }, + "10": { + "Dice": 0.42650428194658, + "FN": 41721, + "FP": 14598, + "IoU": 0.2710552542680007, + "TN": 72158747, + "TP": 20942, + "n_pred": 35540, + "n_ref": 62663 + }, + "11": { + "Dice": 0.6793595845954132, + "FN": 1117, + "FP": 365, + "IoU": 0.5144167758846658, + "TN": 72232956, + "TP": 1570, + "n_pred": 1935, + "n_ref": 2687 + }, + "12": { + "Dice": 0.6253193301163781, + "FN": 1868, + "FP": 772, + "IoU": 0.4548833367747264, + "TN": 72231165, + "TP": 2203, + "n_pred": 2975, + "n_ref": 4071 + }, + "13": { + "Dice": 0.4033784224706113, + "FN": 48803, + "FP": 15196, + "IoU": 0.252644977462223, + "TN": 72150374, + "TP": 21635, + "n_pred": 36831, + "n_ref": 70438 + }, + "14": { + "Dice": 0.27559456843096725, + "FN": 31711, + "FP": 189789, + "IoU": 0.15982005355910087, + "TN": 71972374, + "TP": 42134, + "n_pred": 231923, + "n_ref": 73845 + }, + "15": { + "Dice": 0.3365923629888544, + "FN": 7901, + "FP": 72573, + "IoU": 0.2023510987322701, + "TN": 72135119, + "TP": 20415, + "n_pred": 92988, + "n_ref": 28316 + }, + "2": { + "Dice": 0.6286195531249025, + "FN": 66835, + "FP": 4603, + "IoU": 0.45838450924199003, + "TN": 72104110, + "TP": 60460, + "n_pred": 65063, + "n_ref": 127295 + }, + "3": { + "Dice": 0.789605539639411, + "FN": 7977, + "FP": 77432, + "IoU": 0.6523538941215737, + "TN": 71990330, + "TP": 160269, + "n_pred": 237701, + "n_ref": 168246 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 19483, + "IoU": 0.0, + "TN": 72216525, + "TP": 0, + "n_pred": 19483, + "n_ref": 0 + }, + "5": { + "Dice": 0.8215372135469479, + "FN": 125, + "FP": 3395, + "IoU": 0.6971261400791602, + "TN": 72224386, + "TP": 8102, + "n_pred": 11497, + "n_ref": 8227 + }, + "6": { + "Dice": 0.897885974012978, + "FN": 156936, + "FP": 151233, + "IoU": 0.8146942628816076, + "TN": 70572978, + "TP": 1354861, + "n_pred": 1506094, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.6119499770929997, + "FN": 114191, + "FP": 171252, + "IoU": 0.44087026187384065, + "TN": 71725495, + "TP": 225070, + "n_pred": 396322, + "n_ref": 339261 + }, + "8": { + "Dice": 0.9278236914600551, + "FN": 5271, + "FP": 4423, + "IoU": 0.8653648509763617, + "TN": 72164006, + "TP": 62308, + "n_pred": 66731, + "n_ref": 67579 + }, + "9": { + "Dice": 0.5747018132512123, + "FN": 24613, + "FP": 12399, + "IoU": 0.4032151437462713, + "TN": 72173989, + "TP": 25007, + "n_pred": 37406, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8795795331581389, + "FN": 12177, + "FP": 8856, + "IoU": 0.7850441501103753, + "TN": 52455272, + "TP": 76815, + "n_pred": 85671, + "n_ref": 88992 + }, + "10": { + "Dice": 0.000785805864593242, + "FN": 47165, + "FP": 1155, + "IoU": 0.0003930573656881607, + "TN": 52504781, + "TP": 19, + "n_pred": 1174, + "n_ref": 47184 + }, + "11": { + "Dice": 0.02635431918008785, + "FN": 2006, + "FP": 654, + "IoU": 0.013353115727002967, + "TN": 52550424, + "TP": 36, + "n_pred": 690, + "n_ref": 2042 + }, + "12": { + "Dice": 0.0, + "FN": 4066, + "FP": 472, + "IoU": 0.0, + "TN": 52548582, + "TP": 0, + "n_pred": 472, + "n_ref": 4066 + }, + "13": { + "Dice": 0.2873481057898499, + "FN": 17595, + "FP": 2345, + "IoU": 0.167779632721202, + "TN": 52529160, + "TP": 4020, + "n_pred": 6365, + "n_ref": 21615 + }, + "14": { + "Dice": 0.29150453486858285, + "FN": 45761, + "FP": 3218, + "IoU": 0.17062060790788247, + "TN": 52494065, + "TP": 10076, + "n_pred": 13294, + "n_ref": 55837 + }, + "15": { + "Dice": 0.0, + "FN": 25269, + "FP": 54388, + "IoU": 0.0, + "TN": 52473463, + "TP": 0, + "n_pred": 54388, + "n_ref": 25269 + }, + "2": { + "Dice": 0.40335177265320543, + "FN": 96832, + "FP": 16311, + "IoU": 0.2526240694379306, + "TN": 52401733, + "TP": 38244, + "n_pred": 54555, + "n_ref": 135076 + }, + "3": { + "Dice": 0.7031272995910877, + "FN": 21266, + "FP": 81609, + "IoU": 0.5421714092442435, + "TN": 52328418, + "TP": 121827, + "n_pred": 203436, + "n_ref": 143093 + }, + "4": { + "Dice": 0.0, + "FN": 1880, + "FP": 0, + "IoU": 0.0, + "TN": 52551240, + "TP": 0, + "n_pred": 0, + "n_ref": 1880 + }, + "5": { + "Dice": 0.740240487563828, + "FN": 1788, + "FP": 1366, + "IoU": 0.5876046025104602, + "TN": 52545472, + "TP": 4494, + "n_pred": 5860, + "n_ref": 6282 + }, + "6": { + "Dice": 0.897483649204923, + "FN": 85610, + "FP": 71386, + "IoU": 0.8140320536359437, + "TN": 51708910, + "TP": 687214, + "n_pred": 758600, + "n_ref": 772824 + }, + "7": { + "Dice": 0.23233378312345618, + "FN": 167151, + "FP": 4090, + "IoU": 0.1314353246700549, + "TN": 52355966, + "TP": 25913, + "n_pred": 30003, + "n_ref": 193064 + }, + "8": { + "Dice": 0.847276836158192, + "FN": 12667, + "FP": 4228, + "IoU": 0.7350219573400251, + "TN": 52489360, + "TP": 46865, + "n_pred": 51093, + "n_ref": 59532 + }, + "9": { + "Dice": 0.8137089409746243, + "FN": 19280, + "FP": 7648, + "IoU": 0.6859268935594486, + "TN": 52467382, + "TP": 58810, + "n_pred": 66458, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9684715630307194, + "FN": 15006, + "FP": 3076, + "IoU": 0.9388704453715035, + "TN": 143841452, + "TP": 277716, + "n_pred": 280792, + "n_ref": 292722 + }, + "10": { + "Dice": 0.7484345741445321, + "FN": 35528, + "FP": 6656, + "IoU": 0.5979987611378472, + "TN": 144032315, + "TP": 62751, + "n_pred": 69407, + "n_ref": 98279 + }, + "11": { + "Dice": 0.6904254412140848, + "FN": 2570, + "FP": 1061, + "IoU": 0.5272135416666667, + "TN": 144129570, + "TP": 4049, + "n_pred": 5110, + "n_ref": 6619 + }, + "12": { + "Dice": 0.6839981229469733, + "FN": 2002, + "FP": 1365, + "IoU": 0.5197546712309228, + "TN": 144130239, + "TP": 3644, + "n_pred": 5009, + "n_ref": 5646 + }, + "13": { + "Dice": 0.7353516885351689, + "FN": 35928, + "FP": 13286, + "IoU": 0.5814673390765986, + "TN": 144019663, + "TP": 68373, + "n_pred": 81659, + "n_ref": 104301 + }, + "14": { + "Dice": 0.9503339533257626, + "FN": 32253, + "FP": 7240, + "IoU": 0.9053679085236694, + "TN": 143719918, + "TP": 377839, + "n_pred": 385079, + "n_ref": 410092 + }, + "15": { + "Dice": 0.6095886249012579, + "FN": 2602, + "FP": 23098, + "IoU": 0.43842321475395507, + "TN": 144091486, + "TP": 20064, + "n_pred": 43162, + "n_ref": 22666 + }, + "2": { + "Dice": 0.9055885654828729, + "FN": 5745, + "FP": 21839, + "IoU": 0.8274662863719382, + "TN": 143977374, + "TP": 132292, + "n_pred": 154131, + "n_ref": 138037 + }, + "3": { + "Dice": 0.9116813453441751, + "FN": 24462, + "FP": 4549, + "IoU": 0.8376970673469616, + "TN": 143958504, + "TP": 149735, + "n_pred": 154284, + "n_ref": 174197 + }, + "4": { + "Dice": 0.9281760483785272, + "FN": 3129, + "FP": 4306, + "IoU": 0.8659780806114356, + "TN": 144081774, + "TP": 48041, + "n_pred": 52347, + "n_ref": 51170 + }, + "5": { + "Dice": 0.6787260764429115, + "FN": 14028, + "FP": 3111, + "IoU": 0.5136906619754278, + "TN": 144102007, + "TP": 18104, + "n_pred": 21215, + "n_ref": 32132 + }, + "6": { + "Dice": 0.9722745849687621, + "FN": 37420, + "FP": 37929, + "IoU": 0.9460450921506204, + "TN": 142740732, + "TP": 1321169, + "n_pred": 1359098, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.9213891140658037, + "FN": 28556, + "FP": 9070, + "IoU": 0.8542368022438219, + "TN": 143879119, + "TP": 220505, + "n_pred": 229575, + "n_ref": 249061 + }, + "8": { + "Dice": 0.8942792026556127, + "FN": 12519, + "FP": 38693, + "IoU": 0.8087748777118106, + "TN": 143869440, + "TP": 216598, + "n_pred": 255291, + "n_ref": 229117 + }, + "9": { + "Dice": 0.8908967840445795, + "FN": 9566, + "FP": 11227, + "IoU": 0.8032586789292913, + "TN": 144031563, + "TP": 84894, + "n_pred": 96121, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9555659094582901, + "FN": 13024, + "FP": 5668, + "IoU": 0.9149126001456664, + "TN": 111559240, + "TP": 200988, + "n_pred": 206656, + "n_ref": 214012 + }, + "10": { + "Dice": 0.6487528798958229, + "FN": 20096, + "FP": 7956, + "IoU": 0.4801141628674154, + "TN": 111724962, + "TP": 25906, + "n_pred": 33862, + "n_ref": 46002 + }, + "11": { + "Dice": 0.7468428781204112, + "FN": 1252, + "FP": 472, + "IoU": 0.5959690649168033, + "TN": 111774653, + "TP": 2543, + "n_pred": 3015, + "n_ref": 3795 + }, + "12": { + "Dice": 0.5971773007938842, + "FN": 2629, + "FP": 111, + "IoU": 0.4256969188849298, + "TN": 111774149, + "TP": 2031, + "n_pred": 2142, + "n_ref": 4660 + }, + "13": { + "Dice": 0.6980707734476579, + "FN": 13213, + "FP": 21155, + "IoU": 0.5361818132743124, + "TN": 111704822, + "TP": 39730, + "n_pred": 60885, + "n_ref": 52943 + }, + "14": { + "Dice": 0.8546668290126365, + "FN": 11254, + "FP": 16199, + "IoU": 0.7462167783683845, + "TN": 111670745, + "TP": 80722, + "n_pred": 96921, + "n_ref": 91976 + }, + "15": { + "Dice": 0.12344592676695998, + "FN": 6383, + "FP": 55379, + "IoU": 0.06578330383748544, + "TN": 111712809, + "TP": 4349, + "n_pred": 59728, + "n_ref": 10732 + }, + "2": { + "Dice": 0.9631206368646663, + "FN": 9712, + "FP": 5344, + "IoU": 0.9288646983506021, + "TN": 111567267, + "TP": 196597, + "n_pred": 201941, + "n_ref": 206309 + }, + "3": { + "Dice": 0.9352802948735077, + "FN": 3936, + "FP": 4299, + "IoU": 0.8784286515692816, + "TN": 111711182, + "TP": 59503, + "n_pred": 63802, + "n_ref": 63439 + }, + "4": { + "Dice": 0.8563414036329965, + "FN": 2957, + "FP": 2318, + "IoU": 0.7487736343287136, + "TN": 111757923, + "TP": 15722, + "n_pred": 18040, + "n_ref": 18679 + }, + "5": { + "Dice": 0.5629330642448706, + "FN": 13864, + "FP": 5627, + "IoU": 0.39172362138376554, + "TN": 111746877, + "TP": 12552, + "n_pred": 18179, + "n_ref": 26416 + }, + "6": { + "Dice": 0.9709004893990334, + "FN": 26787, + "FP": 45623, + "IoU": 0.9434466535039489, + "TN": 110498536, + "TP": 1207974, + "n_pred": 1253597, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.8084297493065443, + "FN": 68914, + "FP": 11407, + "IoU": 0.6784574798137702, + "TN": 111529121, + "TP": 169478, + "n_pred": 180885, + "n_ref": 238392 + }, + "8": { + "Dice": 0.903016577252223, + "FN": 34023, + "FP": 18221, + "IoU": 0.8231816074214717, + "TN": 111483453, + "TP": 243223, + "n_pred": 261444, + "n_ref": 277246 + }, + "9": { + "Dice": 0.8288442638191622, + "FN": 17932, + "FP": 7842, + "IoU": 0.7077148138487883, + "TN": 111690739, + "TP": 62407, + "n_pred": 70249, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8588368513565615, + "FN": 23954, + "FP": 22545, + "IoU": 0.7525977791847789, + "TN": 198899926, + "TP": 141450, + "n_pred": 163995, + "n_ref": 165404 + }, + "10": { + "Dice": 0.7388407552734838, + "FN": 21043, + "FP": 8708, + "IoU": 0.5858425558571727, + "TN": 199016040, + "TP": 42084, + "n_pred": 50792, + "n_ref": 63127 + }, + "11": { + "Dice": 0.7364804682529584, + "FN": 1541, + "FP": 530, + "IoU": 0.5828801611278953, + "TN": 199082910, + "TP": 2894, + "n_pred": 3424, + "n_ref": 4435 + }, + "12": { + "Dice": 0.7062521830247992, + "FN": 1313, + "FP": 369, + "IoU": 0.5458963282937365, + "TN": 199084171, + "TP": 2022, + "n_pred": 2391, + "n_ref": 3335 + }, + "13": { + "Dice": 0.5401624548736462, + "FN": 17639, + "FP": 12931, + "IoU": 0.370015455950541, + "TN": 199039350, + "TP": 17955, + "n_pred": 30886, + "n_ref": 35594 + }, + "14": { + "Dice": 0.5383144580085306, + "FN": 26818, + "FP": 7711, + "IoU": 0.36828335681223584, + "TN": 199033216, + "TP": 20130, + "n_pred": 27841, + "n_ref": 46948 + }, + "15": { + "Dice": 0.7602784367911984, + "FN": 51080, + "FP": 4090, + "IoU": 0.6132654777927322, + "TN": 198945219, + "TP": 87486, + "n_pred": 91576, + "n_ref": 138566 + }, + "2": { + "Dice": 0.9281813061998949, + "FN": 6794, + "FP": 12207, + "IoU": 0.8659872341926156, + "TN": 198946090, + "TP": 122784, + "n_pred": 134991, + "n_ref": 129578 + }, + "3": { + "Dice": 0.9472979560949699, + "FN": 8641, + "FP": 5845, + "IoU": 0.8998728192651165, + "TN": 198943199, + "TP": 130190, + "n_pred": 136035, + "n_ref": 138831 + }, + "4": { + "Dice": 0.8403899055136945, + "FN": 3067, + "FP": 2271, + "IoU": 0.7247176525192099, + "TN": 199068484, + "TP": 14053, + "n_pred": 16324, + "n_ref": 17120 + }, + "5": { + "Dice": 0.6102794108733862, + "FN": 9999, + "FP": 2861, + "IoU": 0.4391382092546557, + "TN": 199064946, + "TP": 10069, + "n_pred": 12930, + "n_ref": 20068 + }, + "6": { + "Dice": 0.9526587283709744, + "FN": 55415, + "FP": 53871, + "IoU": 0.9095972384332923, + "TN": 197878996, + "TP": 1099593, + "n_pred": 1153464, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.8116055909503799, + "FN": 27067, + "FP": 32872, + "IoU": 0.6829429562862341, + "TN": 198898827, + "TP": 129109, + "n_pred": 161981, + "n_ref": 156176 + }, + "8": { + "Dice": 0.8976066088584888, + "FN": 10026, + "FP": 14689, + "IoU": 0.8142343886233125, + "TN": 198954831, + "TP": 108329, + "n_pred": 123018, + "n_ref": 118355 + }, + "9": { + "Dice": 0.8927715004687423, + "FN": 12930, + "FP": 8802, + "IoU": 0.8063118867033271, + "TN": 198975674, + "TP": 90469, + "n_pred": 99271, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9251891422838083, + "FN": 13784, + "FP": 13804, + "IoU": 0.8607925158568769, + "TN": 130877013, + "TP": 170591, + "n_pred": 184395, + "n_ref": 184375 + }, + "10": { + "Dice": 0.8098416469694929, + "FN": 16595, + "FP": 14459, + "IoU": 0.6804486519860053, + "TN": 130978012, + "TP": 66126, + "n_pred": 80585, + "n_ref": 82721 + }, + "11": { + "Dice": 0.6864290181363352, + "FN": 1327, + "FP": 1180, + "IoU": 0.5225671300704627, + "TN": 131069941, + "TP": 2744, + "n_pred": 3924, + "n_ref": 4071 + }, + "12": { + "Dice": 0.760411465095376, + "FN": 828, + "FP": 1571, + "IoU": 0.6134386077989042, + "TN": 131068986, + "TP": 3807, + "n_pred": 5378, + "n_ref": 4635 + }, + "13": { + "Dice": 0.46455372119713956, + "FN": 58586, + "FP": 14194, + "IoU": 0.3025528978840846, + "TN": 130970840, + "TP": 31572, + "n_pred": 45766, + "n_ref": 90158 + }, + "14": { + "Dice": 0.602445648642678, + "FN": 10253, + "FP": 50933, + "IoU": 0.4310713555129898, + "TN": 130967646, + "TP": 46360, + "n_pred": 97293, + "n_ref": 56613 + }, + "15": { + "Dice": 0.3224329090735095, + "FN": 3994, + "FP": 95130, + "IoU": 0.19220269091916647, + "TN": 130952483, + "TP": 23585, + "n_pred": 118715, + "n_ref": 27579 + }, + "2": { + "Dice": 0.8993005652965411, + "FN": 10080, + "FP": 23552, + "IoU": 0.8170264623955432, + "TN": 130891384, + "TP": 150176, + "n_pred": 173728, + "n_ref": 160256 + }, + "3": { + "Dice": 0.9166832281045052, + "FN": 10181, + "FP": 22519, + "IoU": 0.846182069627309, + "TN": 130862603, + "TP": 179889, + "n_pred": 202408, + "n_ref": 190070 + }, + "4": { + "Dice": 0.8740786379244276, + "FN": 14914, + "FP": 1845, + "IoU": 0.776322989656323, + "TN": 131000267, + "TP": 58166, + "n_pred": 60011, + "n_ref": 73080 + }, + "5": { + "Dice": 0.7837858051005908, + "FN": 4219, + "FP": 1563, + "IoU": 0.644447177468946, + "TN": 131058930, + "TP": 10480, + "n_pred": 12043, + "n_ref": 14699 + }, + "6": { + "Dice": 0.9711784503963625, + "FN": 46401, + "FP": 37974, + "IoU": 0.9439717225698835, + "TN": 129569256, + "TP": 1421561, + "n_pred": 1459535, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.6664863721966259, + "FN": 99451, + "FP": 578819, + "IoU": 0.49979719614451434, + "TN": 129719202, + "TP": 677720, + "n_pred": 1256539, + "n_ref": 777171 + }, + "8": { + "Dice": 0.9193975940968562, + "FN": 9570, + "FP": 11228, + "IoU": 0.8508194957500986, + "TN": 130935777, + "TP": 118617, + "n_pred": 129845, + "n_ref": 128187 + }, + "9": { + "Dice": 0.7283253412641393, + "FN": 21952, + "FP": 10568, + "IoU": 0.5727293032544573, + "TN": 130999081, + "TP": 43591, + "n_pred": 54159, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9049482952400376, + "FN": 6999, + "FP": 36809, + "IoU": 0.8263977776632969, + "TN": 101364853, + "TP": 208539, + "n_pred": 245348, + "n_ref": 215538 + }, + "10": { + "Dice": 0.7102122189869101, + "FN": 18749, + "FP": 3345, + "IoU": 0.5506426944354051, + "TN": 101568032, + "TP": 27074, + "n_pred": 30419, + "n_ref": 45823 + }, + "11": { + "Dice": 0.8732172715648667, + "FN": 520, + "FP": 769, + "IoU": 0.7749650837988827, + "TN": 101611472, + "TP": 4439, + "n_pred": 5208, + "n_ref": 4959 + }, + "12": { + "Dice": 0.7644411102775694, + "FN": 1414, + "FP": 1098, + "IoU": 0.6187006678809958, + "TN": 101610612, + "TP": 4076, + "n_pred": 5174, + "n_ref": 5490 + }, + "13": { + "Dice": 0.7999606286295482, + "FN": 11320, + "FP": 13068, + "IoU": 0.6666119860017498, + "TN": 101544048, + "TP": 48764, + "n_pred": 61832, + "n_ref": 60084 + }, + "14": { + "Dice": 0.9222293692534715, + "FN": 836, + "FP": 9441, + "IoU": 0.8556824086166464, + "TN": 101545989, + "TP": 60934, + "n_pred": 70375, + "n_ref": 61770 + }, + "15": { + "Dice": 0.4113347808486365, + "FN": 5323, + "FP": 74656, + "IoU": 0.2589184781601527, + "TN": 101509278, + "TP": 27943, + "n_pred": 102599, + "n_ref": 33266 + }, + "2": { + "Dice": 0.4617160742460587, + "FN": 118352, + "FP": 7537, + "IoU": 0.30015010006671117, + "TN": 101437320, + "TP": 53991, + "n_pred": 61528, + "n_ref": 172343 + }, + "3": { + "Dice": 0.727080014102547, + "FN": 10055, + "FP": 112253, + "IoU": 0.5711906656803177, + "TN": 101331973, + "TP": 162919, + "n_pred": 275172, + "n_ref": 172974 + }, + "4": { + "Dice": 0.7360801502817783, + "FN": 1519, + "FP": 9018, + "IoU": 0.5823788197059173, + "TN": 101591969, + "TP": 14694, + "n_pred": 23712, + "n_ref": 16213 + }, + "5": { + "Dice": 0.6954026024333985, + "FN": 10624, + "FP": 6675, + "IoU": 0.5330400043189548, + "TN": 101580154, + "TP": 19747, + "n_pred": 26422, + "n_ref": 30371 + }, + "6": { + "Dice": 0.969057120237229, + "FN": 80784, + "FP": 12002, + "IoU": 0.9399716892755663, + "TN": 100071496, + "TP": 1452918, + "n_pred": 1464920, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.9493102894941726, + "FN": 28507, + "FP": 14138, + "IoU": 0.9035115505577301, + "TN": 101175230, + "TP": 399325, + "n_pred": 413463, + "n_ref": 427832 + }, + "8": { + "Dice": 0.9464390560234154, + "FN": 15942, + "FP": 8506, + "IoU": 0.898323975878561, + "TN": 101376750, + "TP": 216002, + "n_pred": 224508, + "n_ref": 231944 + }, + "9": { + "Dice": 0.924256444150694, + "FN": 4086, + "FP": 8520, + "IoU": 0.8591791594986483, + "TN": 101527682, + "TP": 76912, + "n_pred": 85432, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9516612108936269, + "FN": 13318, + "FP": 6824, + "IoU": 0.9077802145476689, + "TN": 118963799, + "TP": 198271, + "n_pred": 205095, + "n_ref": 211589 + }, + "10": { + "Dice": 0.8033028386090444, + "FN": 15858, + "FP": 15920, + "IoU": 0.6712666032192659, + "TN": 119085544, + "TP": 64890, + "n_pred": 80810, + "n_ref": 80748 + }, + "11": { + "Dice": 0.696969696969697, + "FN": 1554, + "FP": 606, + "IoU": 0.5348837209302325, + "TN": 119177568, + "TP": 2484, + "n_pred": 3090, + "n_ref": 4038 + }, + "12": { + "Dice": 0.7104072398190046, + "FN": 1466, + "FP": 710, + "IoU": 0.5508771929824562, + "TN": 119177367, + "TP": 2669, + "n_pred": 3379, + "n_ref": 4135 + }, + "13": { + "Dice": 0.6945867547948567, + "FN": 9010, + "FP": 12153, + "IoU": 0.5320818961705138, + "TN": 119136984, + "TP": 24065, + "n_pred": 36218, + "n_ref": 33075 + }, + "14": { + "Dice": 0.43995859213250516, + "FN": 43767, + "FP": 12497, + "IoU": 0.28201725282017254, + "TN": 119103848, + "TP": 22100, + "n_pred": 34597, + "n_ref": 65867 + }, + "15": { + "Dice": 0.024200886892369974, + "FN": 17994, + "FP": 201835, + "IoU": 0.0122486576351913, + "TN": 118959657, + "TP": 2726, + "n_pred": 204561, + "n_ref": 20720 + }, + "2": { + "Dice": 0.948000636266144, + "FN": 8733, + "FP": 11535, + "IoU": 0.9011418342511255, + "TN": 118977191, + "TP": 184753, + "n_pred": 196288, + "n_ref": 193486 + }, + "3": { + "Dice": 0.9550104983367803, + "FN": 14837, + "FP": 2326, + "IoU": 0.9138948255621444, + "TN": 118982886, + "TP": 182163, + "n_pred": 184489, + "n_ref": 197000 + }, + "4": { + "Dice": 0.8284978672712601, + "FN": 10997, + "FP": 2392, + "IoU": 0.707209866824116, + "TN": 119136483, + "TP": 32340, + "n_pred": 34732, + "n_ref": 43337 + }, + "5": { + "Dice": 0.8145656534485419, + "FN": 4524, + "FP": 1485, + "IoU": 0.6871453116051439, + "TN": 119163005, + "TP": 13198, + "n_pred": 14683, + "n_ref": 17722 + }, + "6": { + "Dice": 0.9570879349284472, + "FN": 80055, + "FP": 68698, + "IoU": 0.917707222864262, + "TN": 117374605, + "TP": 1658854, + "n_pred": 1727552, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.866230074033136, + "FN": 42144, + "FP": 36763, + "IoU": 0.7640263286172692, + "TN": 118847823, + "TP": 255482, + "n_pred": 292245, + "n_ref": 297626 + }, + "8": { + "Dice": 0.9525011114715883, + "FN": 2894, + "FP": 5012, + "IoU": 0.909309901807837, + "TN": 119095036, + "TP": 79270, + "n_pred": 84282, + "n_ref": 82164 + }, + "9": { + "Dice": 0.9170953876969484, + "FN": 8601, + "FP": 5306, + "IoU": 0.8468847369174365, + "TN": 119091385, + "TP": 76920, + "n_pred": 82226, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 67511, + "IoU": 0.0, + "TN": 61264969, + "TP": 0, + "n_pred": 67511, + "n_ref": 0 + }, + "10": { + "Dice": 0.6435298716991861, + "FN": 16321, + "FP": 3739, + "IoU": 0.474415070610737, + "TN": 61294313, + "TP": 18107, + "n_pred": 21846, + "n_ref": 34428 + }, + "11": { + "Dice": 0.8487864077669903, + "FN": 367, + "FP": 879, + "IoU": 0.7372970693653805, + "TN": 61327737, + "TP": 3497, + "n_pred": 4376, + "n_ref": 3864 + }, + "12": { + "Dice": 0.7185505925250684, + "FN": 1697, + "FP": 773, + "IoU": 0.5607327049617642, + "TN": 61326857, + "TP": 3153, + "n_pred": 3926, + "n_ref": 4850 + }, + "13": { + "Dice": 0.544383812194117, + "FN": 25611, + "FP": 19726, + "IoU": 0.3739885670100246, + "TN": 61260058, + "TP": 27085, + "n_pred": 46811, + "n_ref": 52696 + }, + "14": { + "Dice": 0.9188354697269114, + "FN": 37863, + "FP": 3250, + "IoU": 0.8498572085923177, + "TN": 61058654, + "TP": 232713, + "n_pred": 235963, + "n_ref": 270576 + }, + "15": { + "Dice": 0.6646332635155353, + "FN": 29370, + "FP": 40120, + "IoU": 0.49771590481972994, + "TN": 61194132, + "TP": 68858, + "n_pred": 108978, + "n_ref": 98228 + }, + "2": { + "Dice": 0.905661412929134, + "FN": 12433, + "FP": 18506, + "IoU": 0.8275879363381036, + "TN": 61153032, + "TP": 148509, + "n_pred": 167015, + "n_ref": 160942 + }, + "3": { + "Dice": 0.8851867802790937, + "FN": 18684, + "FP": 9841, + "IoU": 0.7940225004693615, + "TN": 61193994, + "TP": 109961, + "n_pred": 119802, + "n_ref": 128645 + }, + "4": { + "Dice": 0.8941323228281592, + "FN": 4200, + "FP": 4796, + "IoU": 0.8085346387144834, + "TN": 61285495, + "TP": 37989, + "n_pred": 42785, + "n_ref": 42189 + }, + "5": { + "Dice": 0.7772804258407936, + "FN": 2147, + "FP": 1535, + "IoU": 0.6356980310675769, + "TN": 61322373, + "TP": 6425, + "n_pred": 7960, + "n_ref": 8572 + }, + "6": { + "Dice": 0.9472124541626076, + "FN": 22782, + "FP": 109108, + "IoU": 0.899718521469771, + "TN": 60017282, + "TP": 1183308, + "n_pred": 1292416, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.38757837513942384, + "FN": 150541, + "FP": 19120, + "IoU": 0.24037036539555043, + "TN": 61109133, + "TP": 53686, + "n_pred": 72806, + "n_ref": 204227 + }, + "8": { + "Dice": 0.9182866742020696, + "FN": 8689, + "FP": 4396, + "IoU": 0.8489187035989332, + "TN": 61245871, + "TP": 73524, + "n_pred": 77920, + "n_ref": 82213 + }, + "9": { + "Dice": 0.8274767556185212, + "FN": 9931, + "FP": 12354, + "IoU": 0.7057231143038242, + "TN": 61256752, + "TP": 53443, + "n_pred": 65797, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9725034359989828, + "FN": 6982, + "FP": 2641, + "IoU": 0.946478528562768, + "TN": 148927703, + "TP": 170174, + "n_pred": 172815, + "n_ref": 177156 + }, + "10": { + "Dice": 0.854765517386045, + "FN": 11679, + "FP": 9092, + "IoU": 0.7463672552323736, + "TN": 149025606, + "TP": 61123, + "n_pred": 70215, + "n_ref": 72802 + }, + "11": { + "Dice": 0.8343040771239205, + "FN": 527, + "FP": 298, + "IoU": 0.7157133011716058, + "TN": 149104598, + "TP": 2077, + "n_pred": 2375, + "n_ref": 2604 + }, + "12": { + "Dice": 0.5996275605214153, + "FN": 1131, + "FP": 159, + "IoU": 0.42819148936170215, + "TN": 149105244, + "TP": 966, + "n_pred": 1125, + "n_ref": 2097 + }, + "13": { + "Dice": 0.6373242092415713, + "FN": 37893, + "FP": 15000, + "IoU": 0.46770054444634535, + "TN": 149008133, + "TP": 46474, + "n_pred": 61474, + "n_ref": 84367 + }, + "14": { + "Dice": 0.9098596884582111, + "FN": 4195, + "FP": 13414, + "IoU": 0.8346262208865515, + "TN": 149001020, + "TP": 88871, + "n_pred": 102285, + "n_ref": 93066 + }, + "15": { + "Dice": 0.44515788000808443, + "FN": 9410, + "FP": 61966, + "IoU": 0.2863042326190643, + "TN": 149007491, + "TP": 28633, + "n_pred": 90599, + "n_ref": 38043 + }, + "2": { + "Dice": 0.9292307878070721, + "FN": 3089, + "FP": 20355, + "IoU": 0.8678161243579406, + "TN": 148930141, + "TP": 153915, + "n_pred": 174270, + "n_ref": 157004 + }, + "3": { + "Dice": 0.7498528226354259, + "FN": 18690, + "FP": 8929, + "IoU": 0.5998116351517786, + "TN": 149038485, + "TP": 41396, + "n_pred": 50325, + "n_ref": 60086 + }, + "4": { + "Dice": 0.9168705569576358, + "FN": 2037, + "FP": 2278, + "IoU": 0.8465013695706307, + "TN": 149079389, + "TP": 23796, + "n_pred": 26074, + "n_ref": 25833 + }, + "5": { + "Dice": 0.272747355244103, + "FN": 28160, + "FP": 1469, + "IoU": 0.15790819951683957, + "TN": 149072315, + "TP": 5556, + "n_pred": 7025, + "n_ref": 33716 + }, + "6": { + "Dice": 0.9713596810258897, + "FN": 24380, + "FP": 39406, + "IoU": 0.944314220537896, + "TN": 147962037, + "TP": 1081677, + "n_pred": 1121083, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.8276613345783064, + "FN": 73033, + "FP": 11131, + "IoU": 0.7059916720230277, + "TN": 148821236, + "TP": 202100, + "n_pred": 213231, + "n_ref": 275133 + }, + "8": { + "Dice": 0.9595003445522462, + "FN": 9766, + "FP": 8747, + "IoU": 0.922153447652367, + "TN": 148869686, + "TP": 219301, + "n_pred": 228048, + "n_ref": 229067 + }, + "9": { + "Dice": 0.8480851858770783, + "FN": 19390, + "FP": 5006, + "IoU": 0.7362394992053453, + "TN": 149015007, + "TP": 68097, + "n_pred": 73103, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9066907724456353, + "FN": 67760, + "FP": 24314, + "IoU": 0.8293086252219986, + "TN": 100173382, + "TP": 447344, + "n_pred": 471658, + "n_ref": 515104 + }, + "10": { + "Dice": 0.32309736865420396, + "FN": 29354, + "FP": 8847, + "IoU": 0.19267509193118898, + "TN": 100665482, + "TP": 9117, + "n_pred": 17964, + "n_ref": 38471 + }, + "11": { + "Dice": 0.5293072824156305, + "FN": 1991, + "FP": 659, + "IoU": 0.35990338164251207, + "TN": 100708660, + "TP": 1490, + "n_pred": 2149, + "n_ref": 3481 + }, + "12": { + "Dice": 0.5333054042731462, + "FN": 3327, + "FP": 1129, + "IoU": 0.36361039702942016, + "TN": 100705798, + "TP": 2546, + "n_pred": 3675, + "n_ref": 5873 + }, + "13": { + "Dice": 0.0, + "FN": 39155, + "FP": 2678, + "IoU": 0.0, + "TN": 100670967, + "TP": 0, + "n_pred": 2678, + "n_ref": 39155 + }, + "14": { + "Dice": 0.6971187585887237, + "FN": 47110, + "FP": 45681, + "IoU": 0.5350593257706338, + "TN": 100513224, + "TP": 106785, + "n_pred": 152466, + "n_ref": 153895 + }, + "15": { + "Dice": 0.8257833351614201, + "FN": 4922, + "FP": 33198, + "IoU": 0.7032631710051065, + "TN": 100584336, + "TP": 90344, + "n_pred": 123542, + "n_ref": 95266 + }, + "2": { + "Dice": 0.739918666818337, + "FN": 77045, + "FP": 32701, + "IoU": 0.5871991333686907, + "TN": 100446943, + "TP": 156111, + "n_pred": 188812, + "n_ref": 233156 + }, + "3": { + "Dice": 0.7878254679820685, + "FN": 26939, + "FP": 79175, + "IoU": 0.649927421483241, + "TN": 100409680, + "TP": 197006, + "n_pred": 276181, + "n_ref": 223945 + }, + "4": { + "Dice": 0.5607184111487872, + "FN": 35080, + "FP": 287, + "IoU": 0.3895821467405375, + "TN": 100654861, + "TP": 22572, + "n_pred": 22859, + "n_ref": 57652 + }, + "5": { + "Dice": 0.4800460318112696, + "FN": 10633, + "FP": 2018, + "IoU": 0.31582932237304634, + "TN": 100694309, + "TP": 5840, + "n_pred": 7858, + "n_ref": 16473 + }, + "6": { + "Dice": 0.8021910043164113, + "FN": 628945, + "FP": 85730, + "IoU": 0.6697152945145496, + "TN": 98548985, + "TP": 1449140, + "n_pred": 1534870, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.5348920688818821, + "FN": 89597, + "FP": 54226, + "IoU": 0.3650871430841765, + "TN": 100486276, + "TP": 82701, + "n_pred": 136927, + "n_ref": 172298 + }, + "8": { + "Dice": 0.9179880205209014, + "FN": 3469, + "FP": 14851, + "IoU": 0.8484083706382239, + "TN": 100591949, + "TP": 102531, + "n_pred": 117382, + "n_ref": 106000 + }, + "9": { + "Dice": 0.795349085802856, + "FN": 20010, + "FP": 22109, + "IoU": 0.6602320028395341, + "TN": 100588836, + "TP": 81845, + "n_pred": 103954, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9720552594868762, + "FN": 2229, + "FP": 2118, + "IoU": 0.945629877926756, + "TN": 78870748, + "TP": 75605, + "n_pred": 77723, + "n_ref": 77834 + }, + "10": { + "Dice": 0.6430350219083946, + "FN": 18545, + "FP": 4103, + "IoU": 0.473877389829721, + "TN": 78907653, + "TP": 20399, + "n_pred": 24502, + "n_ref": 38944 + }, + "11": { + "Dice": 0.5810580204778157, + "FN": 687, + "FP": 295, + "IoU": 0.4095009019843656, + "TN": 78949037, + "TP": 681, + "n_pred": 976, + "n_ref": 1368 + }, + "12": { + "Dice": 0.3584018801410106, + "FN": 1950, + "FP": 234, + "IoU": 0.21832498210450965, + "TN": 78947906, + "TP": 610, + "n_pred": 844, + "n_ref": 2560 + }, + "13": { + "Dice": 0.41690528290090656, + "FN": 42734, + "FP": 3899, + "IoU": 0.263348287627954, + "TN": 78887396, + "TP": 16671, + "n_pred": 20570, + "n_ref": 59405 + }, + "14": { + "Dice": 0.21113172541743971, + "FN": 23855, + "FP": 1657, + "IoU": 0.11802530595312176, + "TN": 78921774, + "TP": 3414, + "n_pred": 5071, + "n_ref": 27269 + }, + "15": { + "Dice": 0.9067412260025683, + "FN": 3339, + "FP": 8135, + "IoU": 0.8293930472536949, + "TN": 78883446, + "TP": 55780, + "n_pred": 63915, + "n_ref": 59119 + }, + "2": { + "Dice": 0.8828804783003257, + "FN": 17426, + "FP": 4514, + "IoU": 0.7903187270033928, + "TN": 78846065, + "TP": 82695, + "n_pred": 87209, + "n_ref": 100121 + }, + "3": { + "Dice": 0.9412297298865918, + "FN": 3591, + "FP": 6535, + "IoU": 0.8889839056264527, + "TN": 78859488, + "TP": 81086, + "n_pred": 87621, + "n_ref": 84677 + }, + "4": { + "Dice": 0.8896009808292465, + "FN": 1165, + "FP": 2797, + "IoU": 0.8011543287327478, + "TN": 78930775, + "TP": 15963, + "n_pred": 18760, + "n_ref": 17128 + }, + "5": { + "Dice": 0.3638005372581774, + "FN": 26740, + "FP": 1443, + "IoU": 0.22234485803371873, + "TN": 78914459, + "TP": 8058, + "n_pred": 9501, + "n_ref": 34798 + }, + "6": { + "Dice": 0.9559487132601779, + "FN": 32681, + "FP": 29474, + "IoU": 0.9156147072479981, + "TN": 78214138, + "TP": 674407, + "n_pred": 703881, + "n_ref": 707088 + }, + "7": { + "Dice": 0.5228783832263723, + "FN": 458764, + "FP": 20018, + "IoU": 0.35398465318546923, + "TN": 78209569, + "TP": 262349, + "n_pred": 282367, + "n_ref": 721113 + }, + "8": { + "Dice": 0.9167239173980548, + "FN": 46220, + "FP": 5539, + "IoU": 0.8462514146866005, + "TN": 78614053, + "TP": 284888, + "n_pred": 290427, + "n_ref": 331108 + }, + "9": { + "Dice": 0.639589790526907, + "FN": 26301, + "FP": 8351, + "IoU": 0.4701448034373614, + "TN": 78885301, + "TP": 30747, + "n_pred": 39098, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9805540711190684, + "FN": 4163, + "FP": 1550, + "IoU": 0.9618500043405386, + "TN": 104854689, + "TP": 144038, + "n_pred": 145588, + "n_ref": 148201 + }, + "10": { + "Dice": 0.8354433464523754, + "FN": 18670, + "FP": 8340, + "IoU": 0.717391759265072, + "TN": 104908866, + "TP": 68564, + "n_pred": 76904, + "n_ref": 87234 + }, + "11": { + "Dice": 0.9003541912632822, + "FN": 518, + "FP": 326, + "IoU": 0.818767446854198, + "TN": 104999783, + "TP": 3813, + "n_pred": 4139, + "n_ref": 4331 + }, + "12": { + "Dice": 0.7510109763142692, + "FN": 933, + "FP": 1653, + "IoU": 0.6012950971322849, + "TN": 104997954, + "TP": 3900, + "n_pred": 5553, + "n_ref": 4833 + }, + "13": { + "Dice": 0.8166788232433747, + "FN": 17356, + "FP": 9788, + "IoU": 0.6901582083418943, + "TN": 104916834, + "TP": 60462, + "n_pred": 70250, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9521588211889638, + "FN": 682, + "FP": 6292, + "IoU": 0.908686202110666, + "TN": 104928066, + "TP": 69400, + "n_pred": 75692, + "n_ref": 70082 + }, + "15": { + "Dice": 0.3155928161701888, + "FN": 7552, + "FP": 65349, + "IoU": 0.1873613572774192, + "TN": 104914731, + "TP": 16808, + "n_pred": 82157, + "n_ref": 24360 + }, + "2": { + "Dice": 0.8907550222585157, + "FN": 24582, + "FP": 11271, + "IoU": 0.8030282220183386, + "TN": 104822419, + "TP": 146168, + "n_pred": 157439, + "n_ref": 170750 + }, + "3": { + "Dice": 0.9058740088049431, + "FN": 11771, + "FP": 17691, + "IoU": 0.8279430486936006, + "TN": 104833206, + "TP": 141772, + "n_pred": 159463, + "n_ref": 153543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 717, + "IoU": 0.0, + "TN": 105003723, + "TP": 0, + "n_pred": 717, + "n_ref": 0 + }, + "5": { + "Dice": 0.608921030214054, + "FN": 13282, + "FP": 8295, + "IoU": 0.4377328990228013, + "TN": 104966065, + "TP": 16798, + "n_pred": 25093, + "n_ref": 30080 + }, + "6": { + "Dice": 0.9817807216680217, + "FN": 26461, + "FP": 18426, + "IoU": 0.9642134484787507, + "TN": 103750142, + "TP": 1209411, + "n_pred": 1227837, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.8793385371308585, + "FN": 11488, + "FP": 48505, + "IoU": 0.7846602799025115, + "TN": 104725843, + "TP": 218604, + "n_pred": 267109, + "n_ref": 230092 + }, + "8": { + "Dice": 0.9624463042362573, + "FN": 8929, + "FP": 18950, + "IoU": 0.9276110799526391, + "TN": 104619312, + "TP": 357249, + "n_pred": 376199, + "n_ref": 366178 + }, + "9": { + "Dice": 0.9144500976793113, + "FN": 8362, + "FP": 7578, + "IoU": 0.8423842107344857, + "TN": 104903308, + "TP": 85192, + "n_pred": 92770, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9533052348604278, + "FN": 36551, + "FP": 829, + "IoU": 0.9107767293871092, + "TN": 177257339, + "TP": 381569, + "n_pred": 382398, + "n_ref": 418120 + }, + "10": { + "Dice": 0.5731223526672578, + "FN": 39961, + "FP": 7708, + "IoU": 0.40166187601199965, + "TN": 177596619, + "TP": 32000, + "n_pred": 39708, + "n_ref": 71961 + }, + "11": { + "Dice": 0.8341180335048725, + "FN": 934, + "FP": 581, + "IoU": 0.7154395191585274, + "TN": 177670964, + "TP": 3809, + "n_pred": 4390, + "n_ref": 4743 + }, + "12": { + "Dice": 0.8134629493763756, + "FN": 763, + "FP": 1271, + "IoU": 0.6855773689905704, + "TN": 177669819, + "TP": 4435, + "n_pred": 5706, + "n_ref": 5198 + }, + "13": { + "Dice": 0.8056811113414887, + "FN": 18796, + "FP": 9320, + "IoU": 0.6745946321308288, + "TN": 177589885, + "TP": 58287, + "n_pred": 67607, + "n_ref": 77083 + }, + "14": { + "Dice": 0.9531472330737588, + "FN": 2561, + "FP": 4683, + "IoU": 0.9104883353103994, + "TN": 177595360, + "TP": 73684, + "n_pred": 78367, + "n_ref": 76245 + }, + "15": { + "Dice": 0.18342516561970715, + "FN": 6058, + "FP": 146292, + "IoU": 0.100973085252654, + "TN": 177506827, + "TP": 17111, + "n_pred": 163403, + "n_ref": 23169 + }, + "2": { + "Dice": 0.9751804542534296, + "FN": 7932, + "FP": 2576, + "IoU": 0.951563090595643, + "TN": 177459346, + "TP": 206434, + "n_pred": 209010, + "n_ref": 214366 + }, + "3": { + "Dice": 0.980019252664344, + "FN": 6487, + "FP": 1691, + "IoU": 0.9608213245439216, + "TN": 177467552, + "TP": 200558, + "n_pred": 202249, + "n_ref": 207045 + }, + "4": { + "Dice": 0.842752777304146, + "FN": 2306, + "FP": 9683, + "IoU": 0.7282391875963369, + "TN": 177632172, + "TP": 32127, + "n_pred": 41810, + "n_ref": 34433 + }, + "5": { + "Dice": 0.6199936803854965, + "FN": 15484, + "FP": 3758, + "IoU": 0.44926872549300206, + "TN": 177641349, + "TP": 15697, + "n_pred": 19455, + "n_ref": 31181 + }, + "6": { + "Dice": 0.9399188766979578, + "FN": 162390, + "FP": 47678, + "IoU": 0.886648064980356, + "TN": 175823051, + "TP": 1643169, + "n_pred": 1690847, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.8312966942032188, + "FN": 14575, + "FP": 128949, + "IoU": 0.7112983167583921, + "TN": 177179152, + "TP": 353612, + "n_pred": 482561, + "n_ref": 368187 + }, + "8": { + "Dice": 0.9004854254874226, + "FN": 7819, + "FP": 34535, + "IoU": 0.8189845285921874, + "TN": 177442308, + "TP": 191626, + "n_pred": 226161, + "n_ref": 199445 + }, + "9": { + "Dice": 0.9288035976668596, + "FN": 10064, + "FP": 9124, + "IoU": 0.8670712444924765, + "TN": 177531940, + "TP": 125160, + "n_pred": 134284, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9343813965974296, + "FN": 19989, + "FP": 3477, + "IoU": 0.8768441106545116, + "TN": 193814996, + "TP": 167073, + "n_pred": 170550, + "n_ref": 187062 + }, + "10": { + "Dice": 0.9108245709186976, + "FN": 8956, + "FP": 6335, + "IoU": 0.8362514858482989, + "TN": 193912154, + "TP": 78090, + "n_pred": 84425, + "n_ref": 87046 + }, + "11": { + "Dice": 0.7859519408502773, + "FN": 986, + "FP": 172, + "IoU": 0.6473812423873325, + "TN": 194002251, + "TP": 2126, + "n_pred": 2298, + "n_ref": 3112 + }, + "12": { + "Dice": 0.8249090173877881, + "FN": 890, + "FP": 409, + "IoU": 0.7019958706125258, + "TN": 194001176, + "TP": 3060, + "n_pred": 3469, + "n_ref": 3950 + }, + "13": { + "Dice": 0.7726417895674552, + "FN": 12235, + "FP": 19923, + "IoU": 0.6295161290322581, + "TN": 193918735, + "TP": 54642, + "n_pred": 74565, + "n_ref": 66877 + }, + "14": { + "Dice": 0.8799428327095304, + "FN": 787, + "FP": 19710, + "IoU": 0.785623143538468, + "TN": 193909923, + "TP": 75115, + "n_pred": 94825, + "n_ref": 75902 + }, + "15": { + "Dice": 0.3359367558815125, + "FN": 3331, + "FP": 66389, + "IoU": 0.20187739682903097, + "TN": 193918180, + "TP": 17635, + "n_pred": 84024, + "n_ref": 20966 + }, + "2": { + "Dice": 0.9137843422880179, + "FN": 4029, + "FP": 21421, + "IoU": 0.8412549900199601, + "TN": 193845215, + "TP": 134870, + "n_pred": 156291, + "n_ref": 138899 + }, + "3": { + "Dice": 0.8904151800194615, + "FN": 24749, + "FP": 2279, + "IoU": 0.8024759928088049, + "TN": 193868701, + "TP": 109806, + "n_pred": 112085, + "n_ref": 134555 + }, + "4": { + "Dice": 0.9324584551743813, + "FN": 1418, + "FP": 1423, + "IoU": 0.8734633885622661, + "TN": 193983083, + "TP": 19611, + "n_pred": 21034, + "n_ref": 21029 + }, + "5": { + "Dice": 0.5148996651489967, + "FN": 16583, + "FP": 3554, + "IoU": 0.34671035556709057, + "TN": 193974711, + "TP": 10687, + "n_pred": 14241, + "n_ref": 27270 + }, + "6": { + "Dice": 0.9580633654834346, + "FN": 28811, + "FP": 89933, + "IoU": 0.9195025241894427, + "TN": 192530408, + "TP": 1356383, + "n_pred": 1446316, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.9036235061507921, + "FN": 38616, + "FP": 21827, + "IoU": 0.8241908789728882, + "TN": 193661736, + "TP": 283356, + "n_pred": 305183, + "n_ref": 321972 + }, + "8": { + "Dice": 0.9488865122002585, + "FN": 11613, + "FP": 13143, + "IoU": 0.9027441120430573, + "TN": 193750990, + "TP": 229789, + "n_pred": 242932, + "n_ref": 241402 + }, + "9": { + "Dice": 0.8953012113640068, + "FN": 16009, + "FP": 3265, + "IoU": 0.8104482602623867, + "TN": 193903853, + "TP": 82408, + "n_pred": 85673, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9636419987515442, + "FN": 4076, + "FP": 4253, + "IoU": 0.9298350546728893, + "TN": 99537094, + "TP": 110377, + "n_pred": 114630, + "n_ref": 114453 + }, + "10": { + "Dice": 0.853168919695171, + "FN": 15988, + "FP": 3183, + "IoU": 0.7439359940161351, + "TN": 99580932, + "TP": 55697, + "n_pred": 58880, + "n_ref": 71685 + }, + "11": { + "Dice": 0.825244177310293, + "FN": 896, + "FP": 267, + "IoU": 0.7024814530570478, + "TN": 99651891, + "TP": 2746, + "n_pred": 3013, + "n_ref": 3642 + }, + "12": { + "Dice": 0.7366451173868663, + "FN": 1403, + "FP": 145, + "IoU": 0.5830864530029626, + "TN": 99652087, + "TP": 2165, + "n_pred": 2310, + "n_ref": 3568 + }, + "13": { + "Dice": 0.6293839928057554, + "FN": 23035, + "FP": 3341, + "IoU": 0.4591979004346756, + "TN": 99607028, + "TP": 22396, + "n_pred": 25737, + "n_ref": 45431 + }, + "14": { + "Dice": 0.353975740615473, + "FN": 35040, + "FP": 34677, + "IoU": 0.2150489208147089, + "TN": 99566983, + "TP": 19100, + "n_pred": 53777, + "n_ref": 54140 + }, + "15": { + "Dice": 0.0019339687802182623, + "FN": 37835, + "FP": 77765, + "IoU": 0.0009679203539823009, + "TN": 99540088, + "TP": 112, + "n_pred": 77877, + "n_ref": 37947 + }, + "2": { + "Dice": 0.8700243063228006, + "FN": 4506, + "FP": 28434, + "IoU": 0.7699495760758733, + "TN": 99512614, + "TP": 110246, + "n_pred": 138680, + "n_ref": 114752 + }, + "3": { + "Dice": 0.843229514037989, + "FN": 31515, + "FP": 2803, + "IoU": 0.7289514422013711, + "TN": 99529188, + "TP": 92294, + "n_pred": 95097, + "n_ref": 123809 + }, + "4": { + "Dice": 0.8806217845881507, + "FN": 2987, + "FP": 1329, + "IoU": 0.7867062021250308, + "TN": 99635565, + "TP": 15919, + "n_pred": 17248, + "n_ref": 18906 + }, + "5": { + "Dice": 0.8876025084418717, + "FN": 526, + "FP": 1105, + "IoU": 0.797918473547268, + "TN": 99647729, + "TP": 6440, + "n_pred": 7545, + "n_ref": 6966 + }, + "6": { + "Dice": 0.9677373295805324, + "FN": 46016, + "FP": 41203, + "IoU": 0.937491354973909, + "TN": 98260489, + "TP": 1308092, + "n_pred": 1349295, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.894117307969448, + "FN": 11866, + "FP": 24870, + "IoU": 0.8085100837664132, + "TN": 99463957, + "TP": 155107, + "n_pred": 179977, + "n_ref": 166973 + }, + "8": { + "Dice": 0.9675528470955721, + "FN": 3040, + "FP": 3525, + "IoU": 0.9371451549589744, + "TN": 99551353, + "TP": 97882, + "n_pred": 101407, + "n_ref": 100922 + }, + "9": { + "Dice": 0.9397976807303232, + "FN": 7927, + "FP": 3297, + "IoU": 0.8864323946939725, + "TN": 99556969, + "TP": 87607, + "n_pred": 90904, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8727655232360388, + "FN": 100513, + "FP": 487, + "IoU": 0.774253752193203, + "TN": 62636115, + "TP": 346405, + "n_pred": 346892, + "n_ref": 446918 + }, + "10": { + "Dice": 0.8710987631686575, + "FN": 9078, + "FP": 9202, + "IoU": 0.7716341649281048, + "TN": 63003473, + "TP": 61767, + "n_pred": 70969, + "n_ref": 70845 + }, + "11": { + "Dice": 0.7681953357332916, + "FN": 1091, + "FP": 390, + "IoU": 0.6236340533672173, + "TN": 63079585, + "TP": 2454, + "n_pred": 2844, + "n_ref": 3545 + }, + "12": { + "Dice": 0.8321121376234469, + "FN": 890, + "FP": 164, + "IoU": 0.7124931805782869, + "TN": 63079854, + "TP": 2612, + "n_pred": 2776, + "n_ref": 3502 + }, + "13": { + "Dice": 0.7095336933960726, + "FN": 13009, + "FP": 13720, + "IoU": 0.5498273684210526, + "TN": 63024145, + "TP": 32646, + "n_pred": 46366, + "n_ref": 45655 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 63083520, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 63083520, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8974356138934657, + "FN": 2238, + "FP": 25587, + "IoU": 0.8139530218843399, + "TN": 62933961, + "TP": 121734, + "n_pred": 147321, + "n_ref": 123972 + }, + "3": { + "Dice": 0.8666238909662146, + "FN": 29667, + "FP": 474, + "IoU": 0.7646392791048156, + "TN": 62955457, + "TP": 97922, + "n_pred": 98396, + "n_ref": 127589 + }, + "4": { + "Dice": 0.4032060266292922, + "FN": 13426, + "FP": 200, + "IoU": 0.25250973723188325, + "TN": 63065291, + "TP": 4603, + "n_pred": 4803, + "n_ref": 18029 + }, + "5": { + "Dice": 0.4983783783783784, + "FN": 10961, + "FP": 1103, + "IoU": 0.33189344852411806, + "TN": 63065463, + "TP": 5993, + "n_pred": 7096, + "n_ref": 16954 + }, + "6": { + "Dice": 0.9063793765706026, + "FN": 139779, + "FP": 64714, + "IoU": 0.8287877506628946, + "TN": 61889137, + "TP": 989890, + "n_pred": 1054604, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.8426665107645537, + "FN": 12521, + "FP": 41302, + "IoU": 0.7281103662879688, + "TN": 62885561, + "TP": 144136, + "n_pred": 185438, + "n_ref": 156657 + }, + "8": { + "Dice": 0.9500856160453192, + "FN": 8478, + "FP": 2395, + "IoU": 0.9049172299808488, + "TN": 62969167, + "TP": 103480, + "n_pred": 105875, + "n_ref": 111958 + }, + "9": { + "Dice": 0.9004228256736984, + "FN": 3812, + "FP": 4831, + "IoU": 0.8188809723386421, + "TN": 63035800, + "TP": 39077, + "n_pred": 43908, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9610218057397116, + "FN": 22210, + "FP": 1337, + "IoU": 0.9249682149719431, + "TN": 109294991, + "TP": 290280, + "n_pred": 291617, + "n_ref": 312490 + }, + "10": { + "Dice": 0.6843093285860193, + "FN": 27963, + "FP": 27364, + "IoU": 0.5201141449536828, + "TN": 109493526, + "TP": 59965, + "n_pred": 87329, + "n_ref": 87928 + }, + "11": { + "Dice": 0.7496333070066569, + "FN": 1144, + "FP": 1075, + "IoU": 0.5995307706190218, + "TN": 109603277, + "TP": 3322, + "n_pred": 4397, + "n_ref": 4466 + }, + "12": { + "Dice": 0.8303632158889946, + "FN": 1029, + "FP": 218, + "IoU": 0.709932542451733, + "TN": 109604519, + "TP": 3052, + "n_pred": 3270, + "n_ref": 4081 + }, + "13": { + "Dice": 0.5541922135402851, + "FN": 44217, + "FP": 14606, + "IoU": 0.3833097447187713, + "TN": 109513433, + "TP": 36562, + "n_pred": 51168, + "n_ref": 80779 + }, + "14": { + "Dice": 0.7020378277117943, + "FN": 23089, + "FP": 39579, + "IoU": 0.5408769551998241, + "TN": 109472323, + "TP": 73827, + "n_pred": 113406, + "n_ref": 96916 + }, + "15": { + "Dice": 0.9364775555328279, + "FN": 7398, + "FP": 5645, + "IoU": 0.8805432930961845, + "TN": 109499632, + "TP": 96143, + "n_pred": 101788, + "n_ref": 103541 + }, + "2": { + "Dice": 0.8945049203169904, + "FN": 34308, + "FP": 8091, + "IoU": 0.8091441895639022, + "TN": 109386666, + "TP": 179753, + "n_pred": 187844, + "n_ref": 214061 + }, + "3": { + "Dice": 0.9131330420850459, + "FN": 16292, + "FP": 27353, + "IoU": 0.8401516261353648, + "TN": 109335778, + "TP": 229395, + "n_pred": 256748, + "n_ref": 245687 + }, + "4": { + "Dice": 0.46575424605375587, + "FN": 34755, + "FP": 884, + "IoU": 0.30357212647047327, + "TN": 109557644, + "TP": 15535, + "n_pred": 16419, + "n_ref": 50290 + }, + "5": { + "Dice": 0.642384523284391, + "FN": 5455, + "FP": 220, + "IoU": 0.47317118455254364, + "TN": 109598046, + "TP": 5097, + "n_pred": 5317, + "n_ref": 10552 + }, + "6": { + "Dice": 0.9587232181550314, + "FN": 43666, + "FP": 60249, + "IoU": 0.920718904781814, + "TN": 108298102, + "TP": 1206801, + "n_pred": 1267050, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.8374669958345645, + "FN": 319373, + "FP": 21657, + "IoU": 0.7203812647330122, + "TN": 108389193, + "TP": 878595, + "n_pred": 900252, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.9503790489317712, + "FN": 3920, + "FP": 5008, + "IoU": 0.9054497701904136, + "TN": 109514392, + "TP": 85498, + "n_pred": 90506, + "n_ref": 89418 + }, + "9": { + "Dice": 0.6787169386606641, + "FN": 9973, + "FP": 32846, + "IoU": 0.5136801935329994, + "TN": 109520771, + "TP": 45228, + "n_pred": 78074, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9332088830587859, + "FN": 3286, + "FP": 4657, + "IoU": 0.8747812652720193, + "TN": 67003919, + "TP": 55490, + "n_pred": 60147, + "n_ref": 58776 + }, + "10": { + "Dice": 0.6680956809858746, + "FN": 32823, + "FP": 12855, + "IoU": 0.5016093659643648, + "TN": 66975701, + "TP": 45973, + "n_pred": 58828, + "n_ref": 78796 + }, + "11": { + "Dice": 0.5621164021164021, + "FN": 1798, + "FP": 271, + "IoU": 0.3909331763320577, + "TN": 67063955, + "TP": 1328, + "n_pred": 1599, + "n_ref": 3126 + }, + "12": { + "Dice": 0.7537740760020822, + "FN": 1139, + "FP": 280, + "IoU": 0.6048454469507101, + "TN": 67063761, + "TP": 2172, + "n_pred": 2452, + "n_ref": 3311 + }, + "13": { + "Dice": 0.36257861065298946, + "FN": 28208, + "FP": 6963, + "IoU": 0.22143268251649179, + "TN": 67022178, + "TP": 10003, + "n_pred": 16966, + "n_ref": 38211 + }, + "14": { + "Dice": 0.711289639213897, + "FN": 31827, + "FP": 3607, + "IoU": 0.5519391019561727, + "TN": 66988269, + "TP": 43649, + "n_pred": 47256, + "n_ref": 75476 + }, + "15": { + "Dice": 0.19793194017671584, + "FN": 23600, + "FP": 39307, + "IoU": 0.10983599598126477, + "TN": 66996683, + "TP": 7762, + "n_pred": 47069, + "n_ref": 31362 + }, + "2": { + "Dice": 0.8880816205227432, + "FN": 5591, + "FP": 29808, + "IoU": 0.7986931747096891, + "TN": 66891506, + "TP": 140447, + "n_pred": 170255, + "n_ref": 146038 + }, + "3": { + "Dice": 0.8784168880035413, + "FN": 33372, + "FP": 1784, + "IoU": 0.7831937540856223, + "TN": 66905198, + "TP": 126998, + "n_pred": 128782, + "n_ref": 160370 + }, + "4": { + "Dice": 0.0, + "FN": 13039, + "FP": 0, + "IoU": 0.0, + "TN": 67054313, + "TP": 0, + "n_pred": 0, + "n_ref": 13039 + }, + "5": { + "Dice": 0.6648866737866382, + "FN": 3318, + "FP": 2330, + "IoU": 0.4980001777619767, + "TN": 67056101, + "TP": 5603, + "n_pred": 7933, + "n_ref": 8921 + }, + "6": { + "Dice": 0.9554454739639925, + "FN": 74784, + "FP": 18954, + "IoU": 0.9146918137340556, + "TN": 65968536, + "TP": 1005078, + "n_pred": 1024032, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.7913341126800838, + "FN": 116380, + "FP": 7675, + "IoU": 0.6547170073896768, + "TN": 66708067, + "TP": 235230, + "n_pred": 242905, + "n_ref": 351610 + }, + "8": { + "Dice": 0.9142521847121421, + "FN": 5471, + "FP": 9581, + "IoU": 0.842048376095283, + "TN": 66972057, + "TP": 80243, + "n_pred": 89824, + "n_ref": 85714 + }, + "9": { + "Dice": 0.8980034242792444, + "FN": 12307, + "FP": 2467, + "IoU": 0.8148876721253963, + "TN": 66987541, + "TP": 65037, + "n_pred": 67504, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7850892215528646, + "FN": 63318, + "FP": 682, + "IoU": 0.646211421843128, + "TN": 74338381, + "TP": 116899, + "n_pred": 117581, + "n_ref": 180217 + }, + "10": { + "Dice": 0.6849621785173979, + "FN": 22192, + "FP": 9044, + "IoU": 0.520868804933045, + "TN": 74454087, + "TP": 33957, + "n_pred": 43001, + "n_ref": 56149 + }, + "11": { + "Dice": 0.7836759742252225, + "FN": 833, + "FP": 577, + "IoU": 0.6442986881937437, + "TN": 74515316, + "TP": 2554, + "n_pred": 3131, + "n_ref": 3387 + }, + "12": { + "Dice": 0.43450479233226835, + "FN": 1589, + "FP": 4, + "IoU": 0.27755102040816326, + "TN": 74517075, + "TP": 612, + "n_pred": 616, + "n_ref": 2201 + }, + "13": { + "Dice": 0.4753404045845485, + "FN": 17301, + "FP": 39187, + "IoU": 0.31176821764928053, + "TN": 74437203, + "TP": 25589, + "n_pred": 64776, + "n_ref": 42890 + }, + "14": { + "Dice": 0.7583761054663534, + "FN": 6585, + "FP": 9562, + "IoU": 0.6107937426181695, + "TN": 74477793, + "TP": 25340, + "n_pred": 34902, + "n_ref": 31925 + }, + "15": { + "Dice": 0.5336588839717178, + "FN": 4131, + "FP": 41708, + "IoU": 0.3639391122150221, + "TN": 74447213, + "TP": 26228, + "n_pred": 67936, + "n_ref": 30359 + }, + "2": { + "Dice": 0.893104430093054, + "FN": 2893, + "FP": 30145, + "IoU": 0.8068551852349857, + "TN": 74348227, + "TP": 138015, + "n_pred": 168160, + "n_ref": 140908 + }, + "3": { + "Dice": 0.8963350564553821, + "FN": 28110, + "FP": 1389, + "IoU": 0.8121441762720499, + "TN": 74362250, + "TP": 127531, + "n_pred": 128920, + "n_ref": 155641 + }, + "4": { + "Dice": 0.11926345609065156, + "FN": 12436, + "FP": 0, + "IoU": 0.0634131646332279, + "TN": 74506002, + "TP": 842, + "n_pred": 842, + "n_ref": 13278 + }, + "5": { + "Dice": 0.5658137842226079, + "FN": 5101, + "FP": 2654, + "IoU": 0.39451905059337916, + "TN": 74506472, + "TP": 5053, + "n_pred": 7707, + "n_ref": 10154 + }, + "6": { + "Dice": 0.9573698176284958, + "FN": 73278, + "FP": 63216, + "IoU": 0.9182256890462539, + "TN": 72850125, + "TP": 1532661, + "n_pred": 1595877, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.4712949964835005, + "FN": 83091, + "FP": 105598, + "IoU": 0.30829688880416733, + "TN": 74246491, + "TP": 84100, + "n_pred": 189698, + "n_ref": 167191 + }, + "8": { + "Dice": 0.9616383444984286, + "FN": 2725, + "FP": 2194, + "IoU": 0.9261111862166344, + "TN": 74452707, + "TP": 61654, + "n_pred": 63848, + "n_ref": 64379 + }, + "9": { + "Dice": 0.9136248153953228, + "FN": 12126, + "FP": 3139, + "IoU": 0.840984614102524, + "TN": 74423283, + "TP": 80732, + "n_pred": 83871, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9220799617603879, + "FN": 12855, + "FP": 32789, + "IoU": 0.8554251976484898, + "TN": 65735468, + "TP": 270068, + "n_pred": 302857, + "n_ref": 282923 + }, + "10": { + "Dice": 0.6279841944740756, + "FN": 41735, + "FP": 7787, + "IoU": 0.45770915462111256, + "TN": 65959860, + "TP": 41798, + "n_pred": 49585, + "n_ref": 83533 + }, + "11": { + "Dice": 0.6585245089948837, + "FN": 1642, + "FP": 427, + "IoU": 0.4908956692913386, + "TN": 66047116, + "TP": 1995, + "n_pred": 2422, + "n_ref": 3637 + }, + "12": { + "Dice": 0.7541047693510555, + "FN": 1097, + "FP": 161, + "IoU": 0.605271415123941, + "TN": 66047993, + "TP": 1929, + "n_pred": 2090, + "n_ref": 3026 + }, + "13": { + "Dice": 0.7787037139781844, + "FN": 12538, + "FP": 7405, + "IoU": 0.6376042594174193, + "TN": 65996149, + "TP": 35088, + "n_pred": 42493, + "n_ref": 47626 + }, + "14": { + "Dice": 0.9295310725296122, + "FN": 1382, + "FP": 7304, + "IoU": 0.868340078516969, + "TN": 65985207, + "TP": 57287, + "n_pred": 64591, + "n_ref": 58669 + }, + "15": { + "Dice": 0.7665378887617896, + "FN": 6838, + "FP": 3979, + "IoU": 0.6214523184601924, + "TN": 66022605, + "TP": 17758, + "n_pred": 21737, + "n_ref": 24596 + }, + "2": { + "Dice": 0.9533474555396818, + "FN": 8485, + "FP": 4773, + "IoU": 0.9108538077755813, + "TN": 65902458, + "TP": 135464, + "n_pred": 140237, + "n_ref": 143949 + }, + "3": { + "Dice": 0.9582936860440487, + "FN": 5258, + "FP": 7935, + "IoU": 0.9199269248977313, + "TN": 65886418, + "TP": 151569, + "n_pred": 159504, + "n_ref": 156827 + }, + "4": { + "Dice": 0.8999176424248935, + "FN": 4396, + "FP": 1194, + "IoU": 0.8180457001497299, + "TN": 66020458, + "TP": 25132, + "n_pred": 26326, + "n_ref": 29528 + }, + "5": { + "Dice": 0.9125774412429934, + "FN": 699, + "FP": 1079, + "IoU": 0.8392114306384518, + "TN": 66040122, + "TP": 9280, + "n_pred": 10359, + "n_ref": 9979 + }, + "6": { + "Dice": 0.9720929277642373, + "FN": 29161, + "FP": 27929, + "IoU": 0.9457011767122818, + "TN": 64999776, + "TP": 994314, + "n_pred": 1022243, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.9246449958395285, + "FN": 129222, + "FP": 8883, + "IoU": 0.8598509257520943, + "TN": 65065765, + "TP": 847310, + "n_pred": 856193, + "n_ref": 976532 + }, + "8": { + "Dice": 0.9591125779244591, + "FN": 2833, + "FP": 3857, + "IoU": 0.9214373788973049, + "TN": 65966025, + "TP": 78465, + "n_pred": 82322, + "n_ref": 81298 + }, + "9": { + "Dice": 0.9075429781270036, + "FN": 9217, + "FP": 3185, + "IoU": 0.8307356353214139, + "TN": 65977910, + "TP": 60868, + "n_pred": 64053, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9759032971663331, + "FN": 5418, + "FP": 1902, + "IoU": 0.9529405713991822, + "TN": 113316992, + "TP": 148228, + "n_pred": 150130, + "n_ref": 153646 + }, + "10": { + "Dice": 0.8853263123726399, + "FN": 6925, + "FP": 12152, + "IoU": 0.7942470717660002, + "TN": 113379822, + "TP": 73641, + "n_pred": 85793, + "n_ref": 80566 + }, + "11": { + "Dice": 0.7097919019196645, + "FN": 1030, + "FP": 769, + "IoU": 0.5501375343835959, + "TN": 113468541, + "TP": 2200, + "n_pred": 2969, + "n_ref": 3230 + }, + "12": { + "Dice": 0.8705586942875079, + "FN": 616, + "FP": 415, + "IoU": 0.7707870164517563, + "TN": 113468042, + "TP": 3467, + "n_pred": 3882, + "n_ref": 4083 + }, + "13": { + "Dice": 0.6147983285459745, + "FN": 28397, + "FP": 32352, + "IoU": 0.4438330830922474, + "TN": 113363312, + "TP": 48479, + "n_pred": 80831, + "n_ref": 76876 + }, + "14": { + "Dice": 0.9698182598657688, + "FN": 12816, + "FP": 2793, + "IoU": 0.9414050182440651, + "TN": 113206152, + "TP": 250779, + "n_pred": 253572, + "n_ref": 263595 + }, + "15": { + "Dice": 0.16167428020132277, + "FN": 7974, + "FP": 136270, + "IoU": 0.08794648220394176, + "TN": 113314387, + "TP": 13909, + "n_pred": 150179, + "n_ref": 21883 + }, + "2": { + "Dice": 0.972447801576565, + "FN": 4527, + "FP": 2418, + "IoU": 0.9463731410127716, + "TN": 113343034, + "TP": 122561, + "n_pred": 124979, + "n_ref": 127088 + }, + "3": { + "Dice": 0.935712510323041, + "FN": 3597, + "FP": 12439, + "IoU": 0.8791914960938383, + "TN": 113339801, + "TP": 116703, + "n_pred": 129142, + "n_ref": 120300 + }, + "4": { + "Dice": 0.8894559686888454, + "FN": 2685, + "FP": 4376, + "IoU": 0.8009191383782565, + "TN": 113437072, + "TP": 28407, + "n_pred": 32783, + "n_ref": 31092 + }, + "5": { + "Dice": 0.6588315798477461, + "FN": 13570, + "FP": 6373, + "IoU": 0.4912370213525855, + "TN": 113433341, + "TP": 19256, + "n_pred": 25629, + "n_ref": 32826 + }, + "6": { + "Dice": 0.9646689000659495, + "FN": 25363, + "FP": 56550, + "IoU": 0.9317491767874045, + "TN": 112272364, + "TP": 1118263, + "n_pred": 1174813, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.8803334659935904, + "FN": 28898, + "FP": 22519, + "IoU": 0.7862461181576683, + "TN": 113231997, + "TP": 189126, + "n_pred": 211645, + "n_ref": 218024 + }, + "8": { + "Dice": 0.9595242509510522, + "FN": 10144, + "FP": 7103, + "IoU": 0.9221976118406511, + "TN": 113250863, + "TP": 204430, + "n_pred": 211533, + "n_ref": 214574 + }, + "9": { + "Dice": 0.8953176050832848, + "FN": 16906, + "FP": 3984, + "IoU": 0.8104751276956715, + "TN": 113362317, + "TP": 89333, + "n_pred": 93317, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8642866646592111, + "FN": 3767, + "FP": 34993, + "IoU": 0.7610077629315395, + "TN": 75034547, + "TP": 123421, + "n_pred": 158414, + "n_ref": 127188 + }, + "10": { + "Dice": 0.8642379572995439, + "FN": 21141, + "FP": 3652, + "IoU": 0.7609322417966, + "TN": 75093021, + "TP": 78914, + "n_pred": 82566, + "n_ref": 100055 + }, + "11": { + "Dice": 0.7177186799102852, + "FN": 1304, + "FP": 458, + "IoU": 0.559720139930035, + "TN": 75192726, + "TP": 2240, + "n_pred": 2698, + "n_ref": 3544 + }, + "12": { + "Dice": 0.668130259787779, + "FN": 1280, + "FP": 534, + "IoU": 0.5016483516483516, + "TN": 75193088, + "TP": 1826, + "n_pred": 2360, + "n_ref": 3106 + }, + "13": { + "Dice": 0.6529908041614189, + "FN": 17412, + "FP": 22814, + "IoU": 0.4847708584163742, + "TN": 75118654, + "TP": 37848, + "n_pred": 60662, + "n_ref": 55260 + }, + "14": { + "Dice": 0.9357345331998519, + "FN": 5470, + "FP": 12055, + "IoU": 0.8792303822590982, + "TN": 75051617, + "TP": 127586, + "n_pred": 139641, + "n_ref": 133056 + }, + "15": { + "Dice": 0.5688119664427879, + "FN": 27571, + "FP": 42535, + "IoU": 0.39744041530937624, + "TN": 75080381, + "TP": 46241, + "n_pred": 88776, + "n_ref": 73812 + }, + "2": { + "Dice": 0.9376539688088462, + "FN": 4151, + "FP": 14754, + "IoU": 0.8826257559013075, + "TN": 75035662, + "TP": 142161, + "n_pred": 156915, + "n_ref": 146312 + }, + "3": { + "Dice": 0.9466411330320732, + "FN": 10093, + "FP": 5399, + "IoU": 0.898688151509999, + "TN": 75043814, + "TP": 137422, + "n_pred": 142821, + "n_ref": 147515 + }, + "4": { + "Dice": 0.924433003763724, + "FN": 1261, + "FP": 2614, + "IoU": 0.8594843529027814, + "TN": 75169151, + "TP": 23702, + "n_pred": 26316, + "n_ref": 24963 + }, + "5": { + "Dice": 0.8386090964549583, + "FN": 1515, + "FP": 866, + "IoU": 0.7220730710867281, + "TN": 75188161, + "TP": 6186, + "n_pred": 7052, + "n_ref": 7701 + }, + "6": { + "Dice": 0.977825724068742, + "FN": 26991, + "FP": 28774, + "IoU": 0.9566135120920433, + "TN": 73911420, + "TP": 1229543, + "n_pred": 1258317, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.9266715791497132, + "FN": 7193, + "FP": 15695, + "IoU": 0.8633625655934904, + "TN": 75029219, + "TP": 144621, + "n_pred": 160316, + "n_ref": 151814 + }, + "8": { + "Dice": 0.9489159162098669, + "FN": 7186, + "FP": 1164, + "IoU": 0.9027973411871529, + "TN": 75110825, + "TP": 77553, + "n_pred": 78717, + "n_ref": 84739 + }, + "9": { + "Dice": 0.8883142072086633, + "FN": 8533, + "FP": 8742, + "IoU": 0.7990694969467869, + "TN": 75110753, + "TP": 68700, + "n_pred": 77442, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9749271682792994, + "FN": 7529, + "FP": 3186, + "IoU": 0.9510808774853334, + "TN": 86708837, + "TP": 208320, + "n_pred": 211506, + "n_ref": 215849 + }, + "10": { + "Dice": 0.7362957233293301, + "FN": 14570, + "FP": 24295, + "IoU": 0.5826487548725878, + "TN": 86834749, + "TP": 54258, + "n_pred": 78553, + "n_ref": 68828 + }, + "11": { + "Dice": 0.6509919177075679, + "FN": 1261, + "FP": 164, + "IoU": 0.48257080610021785, + "TN": 86925118, + "TP": 1329, + "n_pred": 1493, + "n_ref": 2590 + }, + "12": { + "Dice": 0.7261278195488722, + "FN": 1052, + "FP": 1862, + "IoU": 0.570016231370813, + "TN": 86921095, + "TP": 3863, + "n_pred": 5725, + "n_ref": 4915 + }, + "13": { + "Dice": 0.5897028664826608, + "FN": 17117, + "FP": 36101, + "IoU": 0.4181408672454134, + "TN": 86836410, + "TP": 38244, + "n_pred": 74345, + "n_ref": 55361 + }, + "14": { + "Dice": 0.8796545949091946, + "FN": 9219, + "FP": 11045, + "IoU": 0.7851637458520191, + "TN": 86833549, + "TP": 74059, + "n_pred": 85104, + "n_ref": 83278 + }, + "15": { + "Dice": 0.8647042125387754, + "FN": 36238, + "FP": 3321, + "IoU": 0.761655440008676, + "TN": 86761898, + "TP": 126415, + "n_pred": 129736, + "n_ref": 162653 + }, + "2": { + "Dice": 0.8255679656972924, + "FN": 4846, + "FP": 45598, + "IoU": 0.7029508235335685, + "TN": 86758055, + "TP": 119373, + "n_pred": 164971, + "n_ref": 124219 + }, + "3": { + "Dice": 0.8187872390899995, + "FN": 51276, + "FP": 1431, + "IoU": 0.69317507072918, + "TN": 86756090, + "TP": 119075, + "n_pred": 120506, + "n_ref": 170351 + }, + "4": { + "Dice": 0.8049132080004805, + "FN": 3121, + "FP": 3375, + "IoU": 0.6735186208976227, + "TN": 86907975, + "TP": 13401, + "n_pred": 16776, + "n_ref": 16522 + }, + "5": { + "Dice": 0.9045400566365214, + "FN": 522, + "FP": 523, + "IoU": 0.8257171447631755, + "TN": 86921876, + "TP": 4951, + "n_pred": 5474, + "n_ref": 5473 + }, + "6": { + "Dice": 0.9577336783622553, + "FN": 28836, + "FP": 72268, + "IoU": 0.9188953518687424, + "TN": 85681285, + "TP": 1145483, + "n_pred": 1217751, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.901101332077289, + "FN": 171878, + "FP": 14994, + "IoU": 0.8200040261953129, + "TN": 85889671, + "TP": 851329, + "n_pred": 866323, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.9461914744933613, + "FN": 2936, + "FP": 2916, + "IoU": 0.8978779840848806, + "TN": 86870568, + "TP": 51452, + "n_pred": 54368, + "n_ref": 54388 + }, + "9": { + "Dice": 0.8338301245753115, + "FN": 4743, + "FP": 13598, + "IoU": 0.7150160042263588, + "TN": 86863514, + "TP": 46017, + "n_pred": 59615, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6897870187550649, + "FN": 11430, + "FP": 57857, + "IoU": 0.5264693821760524, + "TN": 37603280, + "TP": 77033, + "n_pred": 134890, + "n_ref": 88463 + }, + "10": { + "Dice": 0.7901820910550262, + "FN": 17650, + "FP": 4439, + "IoU": 0.6531413407031704, + "TN": 37685917, + "TP": 41594, + "n_pred": 46033, + "n_ref": 59244 + }, + "11": { + "Dice": 0.8471337579617835, + "FN": 327, + "FP": 489, + "IoU": 0.7348066298342542, + "TN": 37746523, + "TP": 2261, + "n_pred": 2750, + "n_ref": 2588 + }, + "12": { + "Dice": 0.647869408522366, + "FN": 1389, + "FP": 272, + "IoU": 0.47914706804640955, + "TN": 37746411, + "TP": 1528, + "n_pred": 1800, + "n_ref": 2917 + }, + "13": { + "Dice": 0.7207905275988159, + "FN": 11769, + "FP": 13887, + "IoU": 0.5634655958619751, + "TN": 37690828, + "TP": 33116, + "n_pred": 47003, + "n_ref": 44885 + }, + "14": { + "Dice": 0.44665916492755203, + "FN": 10169, + "FP": 213083, + "IoU": 0.287547429928165, + "TN": 37436243, + "TP": 90105, + "n_pred": 303188, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 27310, + "IoU": 0.0, + "TN": 37722290, + "TP": 0, + "n_pred": 27310, + "n_ref": 0 + }, + "2": { + "Dice": 0.7328920243463315, + "FN": 32862, + "FP": 16245, + "IoU": 0.5783974518574483, + "TN": 37633123, + "TP": 67370, + "n_pred": 83615, + "n_ref": 100232 + }, + "3": { + "Dice": 0.7084807718873197, + "FN": 22026, + "FP": 32842, + "IoU": 0.5485638591092717, + "TN": 37628059, + "TP": 66673, + "n_pred": 99515, + "n_ref": 88699 + }, + "4": { + "Dice": 0.0, + "FN": 11694, + "FP": 0, + "IoU": 0.0, + "TN": 37737906, + "TP": 0, + "n_pred": 0, + "n_ref": 11694 + }, + "5": { + "Dice": 0.8212946516676535, + "FN": 1726, + "FP": 1896, + "IoU": 0.696776894097949, + "TN": 37737655, + "TP": 8323, + "n_pred": 10219, + "n_ref": 10049 + }, + "6": { + "Dice": 0.8443996041685994, + "FN": 196414, + "FP": 4852, + "IoU": 0.7307020724591335, + "TN": 37002227, + "TP": 546107, + "n_pred": 550959, + "n_ref": 742521 + }, + "7": { + "Dice": 0.9293001897356505, + "FN": 25948, + "FP": 22642, + "IoU": 0.8679371947457539, + "TN": 37381669, + "TP": 319341, + "n_pred": 341983, + "n_ref": 345289 + }, + "8": { + "Dice": 0.9473317144614292, + "FN": 3378, + "FP": 4929, + "IoU": 0.8999337469132085, + "TN": 37666585, + "TP": 74708, + "n_pred": 79637, + "n_ref": 78086 + }, + "9": { + "Dice": 0.873071207089518, + "FN": 7186, + "FP": 6650, + "IoU": 0.7747350254798847, + "TN": 37688179, + "TP": 47585, + "n_pred": 54235, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9667330257154174, + "FN": 10095, + "FP": 2839, + "IoU": 0.9356081726939621, + "TN": 75705824, + "TP": 187930, + "n_pred": 190769, + "n_ref": 198025 + }, + "10": { + "Dice": 0.9094276717910724, + "FN": 13456, + "FP": 6593, + "IoU": 0.8338994565217391, + "TN": 75785984, + "TP": 100655, + "n_pred": 107248, + "n_ref": 114111 + }, + "11": { + "Dice": 0.7083130772970345, + "FN": 1428, + "FP": 972, + "IoU": 0.5483628152051185, + "TN": 75901374, + "TP": 2914, + "n_pred": 3886, + "n_ref": 4342 + }, + "12": { + "Dice": 0.8791500664010624, + "FN": 612, + "FP": 480, + "IoU": 0.7843601895734598, + "TN": 75901624, + "TP": 3972, + "n_pred": 4452, + "n_ref": 4584 + }, + "13": { + "Dice": 0.7552103219011257, + "FN": 12820, + "FP": 5773, + "IoU": 0.6066971273850319, + "TN": 75859414, + "TP": 28681, + "n_pred": 34454, + "n_ref": 41501 + }, + "14": { + "Dice": 0.9319684302207352, + "FN": 2231, + "FP": 15500, + "IoU": 0.8726038223882742, + "TN": 75767508, + "TP": 121449, + "n_pred": 136949, + "n_ref": 123680 + }, + "15": { + "Dice": 0.7413152471970275, + "FN": 73049, + "FP": 6666, + "IoU": 0.5889602186299533, + "TN": 75712753, + "TP": 114220, + "n_pred": 120886, + "n_ref": 187269 + }, + "2": { + "Dice": 0.8358970261163716, + "FN": 4418, + "FP": 69514, + "IoU": 0.7180610692262811, + "TN": 75644461, + "TP": 188295, + "n_pred": 257809, + "n_ref": 192713 + }, + "3": { + "Dice": 0.8261190851644241, + "FN": 71805, + "FP": 3728, + "IoU": 0.7037503333803988, + "TN": 75651724, + "TP": 179431, + "n_pred": 183159, + "n_ref": 251236 + }, + "4": { + "Dice": 0.9264740506541993, + "FN": 2632, + "FP": 1740, + "IoU": 0.8630197073659805, + "TN": 75874771, + "TP": 27545, + "n_pred": 29285, + "n_ref": 30177 + }, + "5": { + "Dice": 0.9043524416135881, + "FN": 1110, + "FP": 692, + "IoU": 0.8254045150663696, + "TN": 75896367, + "TP": 8519, + "n_pred": 9211, + "n_ref": 9629 + }, + "6": { + "Dice": 0.9762864961016706, + "FN": 59322, + "FP": 20718, + "IoU": 0.9536716008765583, + "TN": 74179022, + "TP": 1647626, + "n_pred": 1668344, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.8787012800815285, + "FN": 46968, + "FP": 15639, + "IoU": 0.783646020879626, + "TN": 75617315, + "TP": 226766, + "n_pred": 242405, + "n_ref": 273734 + }, + "8": { + "Dice": 0.96177289570041, + "FN": 4016, + "FP": 2958, + "IoU": 0.9263608046037696, + "TN": 75811983, + "TP": 87731, + "n_pred": 90689, + "n_ref": 91747 + }, + "9": { + "Dice": 0.8672665541599686, + "FN": 12737, + "FP": 7162, + "IoU": 0.7656404579073821, + "TN": 75821780, + "TP": 65009, + "n_pred": 72171, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9683623253243506, + "FN": 3056, + "FP": 2955, + "IoU": 0.9386651429037887, + "TN": 61289747, + "TP": 91992, + "n_pred": 94947, + "n_ref": 95048 + }, + "10": { + "Dice": 0.898387291577937, + "FN": 7389, + "FP": 8596, + "IoU": 0.815520086786922, + "TN": 61301101, + "TP": 70664, + "n_pred": 79260, + "n_ref": 78053 + }, + "11": { + "Dice": 0.8707714083510262, + "FN": 266, + "FP": 647, + "IoU": 0.7711205815993983, + "TN": 61383761, + "TP": 3076, + "n_pred": 3723, + "n_ref": 3342 + }, + "12": { + "Dice": 0.8439178515007899, + "FN": 698, + "FP": 290, + "IoU": 0.7299808690899153, + "TN": 61384091, + "TP": 2671, + "n_pred": 2961, + "n_ref": 3369 + }, + "13": { + "Dice": 0.6291966316307087, + "FN": 13864, + "FP": 16299, + "IoU": 0.4589984575097751, + "TN": 61331996, + "TP": 25591, + "n_pred": 41890, + "n_ref": 39455 + }, + "14": { + "Dice": 0.9200559162135062, + "FN": 3605, + "FP": 7318, + "IoU": 0.8519477350971835, + "TN": 61313972, + "TP": 62855, + "n_pred": 70173, + "n_ref": 66460 + }, + "15": { + "Dice": 0.8273847771481979, + "FN": 7321, + "FP": 7454, + "IoU": 0.7055893195177843, + "TN": 61337565, + "TP": 35410, + "n_pred": 42864, + "n_ref": 42731 + }, + "2": { + "Dice": 0.8714358103481333, + "FN": 5903, + "FP": 31647, + "IoU": 0.7721632658014331, + "TN": 61222939, + "TP": 127261, + "n_pred": 158908, + "n_ref": 133164 + }, + "3": { + "Dice": 0.8373438063972775, + "FN": 36185, + "FP": 1669, + "IoU": 0.7201989814397327, + "TN": 61252461, + "TP": 97435, + "n_pred": 99104, + "n_ref": 133620 + }, + "4": { + "Dice": 0.7377830379667986, + "FN": 7132, + "FP": 1287, + "IoU": 0.5845136455608745, + "TN": 61367487, + "TP": 11844, + "n_pred": 13131, + "n_ref": 18976 + }, + "5": { + "Dice": 0.5505848245526342, + "FN": 16680, + "FP": 1302, + "IoU": 0.37986688278097736, + "TN": 61358753, + "TP": 11015, + "n_pred": 12317, + "n_ref": 27695 + }, + "6": { + "Dice": 0.969740447707958, + "FN": 30878, + "FP": 29271, + "IoU": 0.941258390228515, + "TN": 60363791, + "TP": 963810, + "n_pred": 993081, + "n_ref": 994688 + }, + "7": { + "Dice": 0.836052235704544, + "FN": 37303, + "FP": 18715, + "IoU": 0.718290168468695, + "TN": 61188900, + "TP": 142832, + "n_pred": 161547, + "n_ref": 180135 + }, + "8": { + "Dice": 0.9584030629321535, + "FN": 11510, + "FP": 8872, + "IoU": 0.920128534200678, + "TN": 61132565, + "TP": 234803, + "n_pred": 243675, + "n_ref": 246313 + }, + "9": { + "Dice": 0.8830860534124629, + "FN": 9037, + "FP": 9678, + "IoU": 0.7906482465462275, + "TN": 61298355, + "TP": 70680, + "n_pred": 80358, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9630549860102573, + "FN": 10316, + "FP": 3126, + "IoU": 0.9287425784563189, + "TN": 39560160, + "TP": 175198, + "n_pred": 178324, + "n_ref": 185514 + }, + "10": { + "Dice": 0.755217660640874, + "FN": 18306, + "FP": 3427, + "IoU": 0.606706599829892, + "TN": 39693541, + "TP": 33526, + "n_pred": 36953, + "n_ref": 51832 + }, + "11": { + "Dice": 0.7889369057908384, + "FN": 749, + "FP": 472, + "IoU": 0.6514416214673138, + "TN": 39745297, + "TP": 2282, + "n_pred": 2754, + "n_ref": 3031 + }, + "12": { + "Dice": 0.8717948717948718, + "FN": 468, + "FP": 412, + "IoU": 0.7727272727272727, + "TN": 39744928, + "TP": 2992, + "n_pred": 3404, + "n_ref": 3460 + }, + "13": { + "Dice": 0.6793385066992181, + "FN": 8750, + "FP": 24349, + "IoU": 0.5143926056338028, + "TN": 39680640, + "TP": 35061, + "n_pred": 59410, + "n_ref": 43811 + }, + "14": { + "Dice": 0.34916106114428236, + "FN": 14854, + "FP": 54036, + "IoU": 0.21150522496537674, + "TN": 39661431, + "TP": 18479, + "n_pred": 72515, + "n_ref": 33333 + }, + "15": { + "Dice": 0.9016743476034511, + "FN": 5053, + "FP": 5124, + "IoU": 0.8209535538353272, + "TN": 39691960, + "TP": 46663, + "n_pred": 51787, + "n_ref": 51716 + }, + "2": { + "Dice": 0.9319407120562168, + "FN": 6180, + "FP": 10130, + "IoU": 0.8725552247669504, + "TN": 39620823, + "TP": 111667, + "n_pred": 121797, + "n_ref": 117847 + }, + "3": { + "Dice": 0.9387026308291385, + "FN": 10730, + "FP": 5405, + "IoU": 0.8844859679266895, + "TN": 39609120, + "TP": 123545, + "n_pred": 128950, + "n_ref": 134275 + }, + "4": { + "Dice": 0.9324875207986689, + "FN": 1356, + "FP": 1890, + "IoU": 0.8735143981607763, + "TN": 39723137, + "TP": 22417, + "n_pred": 24307, + "n_ref": 23773 + }, + "5": { + "Dice": 0.8748714936113967, + "FN": 567, + "FP": 1137, + "IoU": 0.7775747291476308, + "TN": 39741139, + "TP": 5957, + "n_pred": 7094, + "n_ref": 6524 + }, + "6": { + "Dice": 0.9773735803038686, + "FN": 19101, + "FP": 22980, + "IoU": 0.9557484155301704, + "TN": 38797851, + "TP": 908868, + "n_pred": 931848, + "n_ref": 927969 + }, + "7": { + "Dice": 0.9256080440684972, + "FN": 82641, + "FP": 21751, + "IoU": 0.8615180325563687, + "TN": 38994969, + "TP": 649439, + "n_pred": 671190, + "n_ref": 732080 + }, + "8": { + "Dice": 0.9651440589712699, + "FN": 2268, + "FP": 1146, + "IoU": 0.9326361483820047, + "TN": 39698120, + "TP": 47266, + "n_pred": 48412, + "n_ref": 49534 + }, + "9": { + "Dice": 0.915651413582046, + "FN": 2359, + "FP": 4876, + "IoU": 0.8444253306096119, + "TN": 39702295, + "TP": 39270, + "n_pred": 44146, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9444359081685096, + "FN": 7831, + "FP": 2656, + "IoU": 0.894721519495643, + "TN": 101296996, + "TP": 89125, + "n_pred": 91781, + "n_ref": 96956 + }, + "10": { + "Dice": 0.8653585387253729, + "FN": 17297, + "FP": 2959, + "IoU": 0.7626713532513181, + "TN": 101311258, + "TP": 65094, + "n_pred": 68053, + "n_ref": 82391 + }, + "11": { + "Dice": 0.7694821775099582, + "FN": 1762, + "FP": 495, + "IoU": 0.625332005312085, + "TN": 101390584, + "TP": 3767, + "n_pred": 4262, + "n_ref": 5529 + }, + "12": { + "Dice": 0.8010269576379975, + "FN": 857, + "FP": 1313, + "IoU": 0.6680942184154176, + "TN": 101390070, + "TP": 4368, + "n_pred": 5681, + "n_ref": 5225 + }, + "13": { + "Dice": 0.8992293712115828, + "FN": 5662, + "FP": 4263, + "IoU": 0.8169089433293979, + "TN": 101342400, + "TP": 44283, + "n_pred": 48546, + "n_ref": 49945 + }, + "14": { + "Dice": 0.9781028187988866, + "FN": 5309, + "FP": 2314, + "IoU": 0.9571440618411806, + "TN": 101218733, + "TP": 170252, + "n_pred": 172566, + "n_ref": 175561 + }, + "15": { + "Dice": 0.6610668545313318, + "FN": 8576, + "FP": 10187, + "IoU": 0.4937265589163811, + "TN": 101359547, + "TP": 18298, + "n_pred": 28485, + "n_ref": 26874 + }, + "2": { + "Dice": 0.8167992654632569, + "FN": 6489, + "FP": 72125, + "IoU": 0.6903302555699115, + "TN": 101142744, + "TP": 175250, + "n_pred": 247375, + "n_ref": 181739 + }, + "3": { + "Dice": 0.6914523378488046, + "FN": 78565, + "FP": 517, + "IoU": 0.5284120386658954, + "TN": 101228915, + "TP": 88611, + "n_pred": 89128, + "n_ref": 167176 + }, + "4": { + "Dice": 0.9196577834595339, + "FN": 794, + "FP": 840, + "IoU": 0.8512652466775896, + "TN": 101385622, + "TP": 9352, + "n_pred": 10192, + "n_ref": 10146 + }, + "5": { + "Dice": 0.7317823607099836, + "FN": 13305, + "FP": 5176, + "IoU": 0.5770163874393481, + "TN": 101352916, + "TP": 25211, + "n_pred": 30387, + "n_ref": 38516 + }, + "6": { + "Dice": 0.9779680516023198, + "FN": 49190, + "FP": 31071, + "IoU": 0.9568859888730065, + "TN": 99535009, + "TP": 1781338, + "n_pred": 1812409, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.9226102748085155, + "FN": 35030, + "FP": 36435, + "IoU": 0.8563384755173342, + "TN": 100899154, + "TP": 425989, + "n_pred": 462424, + "n_ref": 461019 + }, + "8": { + "Dice": 0.9630887444125252, + "FN": 7297, + "FP": 11745, + "IoU": 0.9288053719379057, + "TN": 101129144, + "TP": 248422, + "n_pred": 260167, + "n_ref": 255719 + }, + "9": { + "Dice": 0.9252857858541695, + "FN": 5353, + "FP": 7771, + "IoU": 0.8609598474414663, + "TN": 101302218, + "TP": 81266, + "n_pred": 89037, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9344285591149358, + "FN": 16440, + "FP": 11707, + "IoU": 0.876927180348226, + "TN": 73654802, + "TP": 200555, + "n_pred": 212262, + "n_ref": 216995 + }, + "10": { + "Dice": 0.10904897396102776, + "FN": 70782, + "FP": 11884, + "IoU": 0.0576688515246509, + "TN": 73795779, + "TP": 5059, + "n_pred": 16943, + "n_ref": 75841 + }, + "11": { + "Dice": 0.6823618470855413, + "FN": 1752, + "FP": 2444, + "IoU": 0.5178674020452717, + "TN": 73874801, + "TP": 4507, + "n_pred": 6951, + "n_ref": 6259 + }, + "12": { + "Dice": 0.5723347157843376, + "FN": 3195, + "FP": 311, + "IoU": 0.4008885850991114, + "TN": 73877652, + "TP": 2346, + "n_pred": 2657, + "n_ref": 5541 + }, + "13": { + "Dice": 0.020074196653579502, + "FN": 60311, + "FP": 30290, + "IoU": 0.010138863092571754, + "TN": 73791975, + "TP": 928, + "n_pred": 31218, + "n_ref": 61239 + }, + "14": { + "Dice": 0.7924861992290456, + "FN": 8834, + "FP": 39508, + "IoU": 0.6562957696409527, + "TN": 73742854, + "TP": 92308, + "n_pred": 131816, + "n_ref": 101142 + }, + "15": { + "Dice": 0.9093747963923043, + "FN": 26774, + "FP": 12172, + "IoU": 0.8338105458998835, + "TN": 73649157, + "TP": 195401, + "n_pred": 207573, + "n_ref": 222175 + }, + "2": { + "Dice": 0.7859536248424998, + "FN": 35419, + "FP": 49350, + "IoU": 0.6473835274542429, + "TN": 73643104, + "TP": 155631, + "n_pred": 204981, + "n_ref": 191050 + }, + "3": { + "Dice": 0.7799151840890793, + "FN": 49968, + "FP": 27670, + "IoU": 0.6392303009744379, + "TN": 73668303, + "TP": 137563, + "n_pred": 165233, + "n_ref": 187531 + }, + "4": { + "Dice": 0.020216218450916756, + "FN": 47399, + "FP": 0, + "IoU": 0.010211326428332777, + "TN": 73835616, + "TP": 489, + "n_pred": 489, + "n_ref": 47888 + }, + "5": { + "Dice": 0.6838232369436379, + "FN": 6532, + "FP": 1417, + "IoU": 0.5195527349652463, + "TN": 73866959, + "TP": 8596, + "n_pred": 10013, + "n_ref": 15128 + }, + "6": { + "Dice": 0.8545040318920604, + "FN": 185667, + "FP": 330475, + "IoU": 0.7459686072081756, + "TN": 71851700, + "TP": 1515662, + "n_pred": 1846137, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.5540362454223722, + "FN": 87045, + "FP": 50686, + "IoU": 0.38316053474259354, + "TN": 73660219, + "TP": 85554, + "n_pred": 136240, + "n_ref": 172599 + }, + "8": { + "Dice": 0.9102695539107821, + "FN": 6640, + "FP": 7714, + "IoU": 0.8353162538291208, + "TN": 73796343, + "TP": 72807, + "n_pred": 80521, + "n_ref": 79447 + }, + "9": { + "Dice": 0.73820375147526, + "FN": 11057, + "FP": 45064, + "IoU": 0.5850419608857998, + "TN": 73748259, + "TP": 79124, + "n_pred": 124188, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9699403610358768, + "FN": 5597, + "FP": 5668, + "IoU": 0.9416351484379047, + "TN": 69302766, + "TP": 181745, + "n_pred": 187413, + "n_ref": 187342 + }, + "10": { + "Dice": 0.7630738319297392, + "FN": 18861, + "FP": 11326, + "IoU": 0.6169113821241387, + "TN": 69416977, + "TP": 48612, + "n_pred": 59938, + "n_ref": 67473 + }, + "11": { + "Dice": 0.7575720416922134, + "FN": 372, + "FP": 1605, + "IoU": 0.609751283063561, + "TN": 69490710, + "TP": 3089, + "n_pred": 4694, + "n_ref": 3461 + }, + "12": { + "Dice": 0.7331240188383046, + "FN": 817, + "FP": 883, + "IoU": 0.5786864931846345, + "TN": 69491741, + "TP": 2335, + "n_pred": 3218, + "n_ref": 3152 + }, + "13": { + "Dice": 0.7862655902080515, + "FN": 20261, + "FP": 11031, + "IoU": 0.6478069533703249, + "TN": 69406927, + "TP": 57557, + "n_pred": 68588, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9474081793011814, + "FN": 10568, + "FP": 5027, + "IoU": 0.9000717663492714, + "TN": 69339714, + "TP": 140467, + "n_pred": 145494, + "n_ref": 151035 + }, + "15": { + "Dice": 0.6301515454165143, + "FN": 10396, + "FP": 87737, + "IoU": 0.4600155172698409, + "TN": 69314043, + "TP": 83600, + "n_pred": 171337, + "n_ref": 93996 + }, + "2": { + "Dice": 0.9652953113175325, + "FN": 6015, + "FP": 4349, + "IoU": 0.9329186596677002, + "TN": 69341277, + "TP": 144135, + "n_pred": 148484, + "n_ref": 150150 + }, + "3": { + "Dice": 0.9668910427158234, + "FN": 8315, + "FP": 2934, + "IoU": 0.9359042295573295, + "TN": 69320273, + "TP": 164254, + "n_pred": 167188, + "n_ref": 172569 + }, + "4": { + "Dice": 0.7519918222542918, + "FN": 12107, + "FP": 4391, + "IoU": 0.6025536015417972, + "TN": 69454266, + "TP": 25012, + "n_pred": 29403, + "n_ref": 37119 + }, + "5": { + "Dice": 0.8621570225482206, + "FN": 3225, + "FP": 1849, + "IoU": 0.7577117753796199, + "TN": 69474834, + "TP": 15868, + "n_pred": 17717, + "n_ref": 19093 + }, + "6": { + "Dice": 0.9776958018350602, + "FN": 34912, + "FP": 29638, + "IoU": 0.9563648506873466, + "TN": 68016464, + "TP": 1414762, + "n_pred": 1444400, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.9479501690175519, + "FN": 12651, + "FP": 20331, + "IoU": 0.9010506357216146, + "TN": 69162454, + "TP": 300340, + "n_pred": 320671, + "n_ref": 312991 + }, + "8": { + "Dice": 0.8978995124839156, + "FN": 14369, + "FP": 2532, + "IoU": 0.8147165550281198, + "TN": 69404559, + "TP": 74316, + "n_pred": 76848, + "n_ref": 88685 + }, + "9": { + "Dice": 0.9122314677516207, + "FN": 5930, + "FP": 8394, + "IoU": 0.8386264547164922, + "TN": 69407013, + "TP": 74439, + "n_pred": 82833, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9748916296385846, + "FN": 4838, + "FP": 5339, + "IoU": 0.9510132370637786, + "TN": 50625802, + "TP": 197573, + "n_pred": 202912, + "n_ref": 202411 + }, + "10": { + "Dice": 0.8757597113968921, + "FN": 13087, + "FP": 4718, + "IoU": 0.7789791206335808, + "TN": 50752994, + "TP": 62753, + "n_pred": 67471, + "n_ref": 75840 + }, + "11": { + "Dice": 0.8469936952175919, + "FN": 1221, + "FP": 769, + "IoU": 0.7345958922379301, + "TN": 50826054, + "TP": 5508, + "n_pred": 6277, + "n_ref": 6729 + }, + "12": { + "Dice": 0.6984308131241084, + "FN": 2627, + "FP": 544, + "IoU": 0.5366067514248137, + "TN": 50826709, + "TP": 3672, + "n_pred": 4216, + "n_ref": 6299 + }, + "13": { + "Dice": 0.5618052849013953, + "FN": 12226, + "FP": 43990, + "IoU": 0.39063228296098773, + "TN": 50741299, + "TP": 36037, + "n_pred": 80027, + "n_ref": 48263 + }, + "14": { + "Dice": 0.6606478321185564, + "FN": 20735, + "FP": 10087, + "IoU": 0.4932592397737735, + "TN": 50772728, + "TP": 30002, + "n_pred": 40089, + "n_ref": 50737 + }, + "15": { + "Dice": 0.5626620975066243, + "FN": 4709, + "FP": 42000, + "IoU": 0.39146125384334773, + "TN": 50756796, + "TP": 30047, + "n_pred": 72047, + "n_ref": 34756 + }, + "2": { + "Dice": 0.868378556236089, + "FN": 18752, + "FP": 39851, + "IoU": 0.7673754867597382, + "TN": 50581631, + "TP": 193318, + "n_pred": 233169, + "n_ref": 212070 + }, + "3": { + "Dice": 0.8583124917730683, + "FN": 40120, + "FP": 13700, + "IoU": 0.7517928378721147, + "TN": 50616717, + "TP": 163015, + "n_pred": 176715, + "n_ref": 203135 + }, + "4": { + "Dice": 0.7890642666546063, + "FN": 518, + "FP": 8810, + "IoU": 0.6516153127917834, + "TN": 50806777, + "TP": 17447, + "n_pred": 26257, + "n_ref": 17965 + }, + "5": { + "Dice": 0.7808986733181505, + "FN": 2043, + "FP": 4018, + "IoU": 0.6405527220970229, + "TN": 50816690, + "TP": 10801, + "n_pred": 14819, + "n_ref": 12844 + }, + "6": { + "Dice": 0.9844414056317725, + "FN": 34863, + "FP": 33460, + "IoU": 0.9693595338476627, + "TN": 48603723, + "TP": 2161506, + "n_pred": 2194966, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.8388653547107083, + "FN": 24991, + "FP": 53139, + "IoU": 0.7224531264431514, + "TN": 50552050, + "TP": 203372, + "n_pred": 256511, + "n_ref": 228363 + }, + "8": { + "Dice": 0.9636284582276873, + "FN": 4300, + "FP": 3145, + "IoU": 0.929809840764031, + "TN": 50727483, + "TP": 98624, + "n_pred": 101769, + "n_ref": 102924 + }, + "9": { + "Dice": 0.9367859393106244, + "FN": 8812, + "FP": 5535, + "IoU": 0.8810887420950991, + "TN": 50712899, + "TP": 106306, + "n_pred": 111841, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9601343860889098, + "FN": 13619, + "FP": 2851, + "IoU": 0.9233254501778365, + "TN": 76670056, + "TP": 198334, + "n_pred": 201185, + "n_ref": 211953 + }, + "10": { + "Dice": 0.7850126899370448, + "FN": 17326, + "FP": 8764, + "IoU": 0.6461077275748409, + "TN": 76811137, + "TP": 47633, + "n_pred": 56397, + "n_ref": 64959 + }, + "11": { + "Dice": 0.8262205530897917, + "FN": 454, + "FP": 564, + "IoU": 0.7038976148923793, + "TN": 76881422, + "TP": 2420, + "n_pred": 2984, + "n_ref": 2874 + }, + "12": { + "Dice": 0.776414721013059, + "FN": 647, + "FP": 483, + "IoU": 0.6345407503234153, + "TN": 76881768, + "TP": 1962, + "n_pred": 2445, + "n_ref": 2609 + }, + "13": { + "Dice": 0.5947847451002289, + "FN": 16153, + "FP": 20132, + "IoU": 0.423269490582532, + "TN": 76821945, + "TP": 26630, + "n_pred": 46762, + "n_ref": 42783 + }, + "14": { + "Dice": 0.9124343981156247, + "FN": 4229, + "FP": 10604, + "IoU": 0.838969526559769, + "TN": 76792747, + "TP": 77280, + "n_pred": 87884, + "n_ref": 81509 + }, + "15": { + "Dice": 0.6704363787080349, + "FN": 17369, + "FP": 4895, + "IoU": 0.5042529503451347, + "TN": 76839950, + "TP": 22646, + "n_pred": 27541, + "n_ref": 40015 + }, + "2": { + "Dice": 0.8951562860131553, + "FN": 2918, + "FP": 20736, + "IoU": 0.8102107788466939, + "TN": 76760227, + "TP": 100979, + "n_pred": 121715, + "n_ref": 103897 + }, + "3": { + "Dice": 0.8740672738366463, + "FN": 19337, + "FP": 3160, + "IoU": 0.7763050611514368, + "TN": 76784290, + "TP": 78073, + "n_pred": 81233, + "n_ref": 97410 + }, + "4": { + "Dice": 0.8992077810024316, + "FN": 1954, + "FP": 3186, + "IoU": 0.8168733076813453, + "TN": 76856792, + "TP": 22928, + "n_pred": 26114, + "n_ref": 24882 + }, + "5": { + "Dice": 0.847457627118644, + "FN": 3105, + "FP": 1449, + "IoU": 0.7352941176470589, + "TN": 76867656, + "TP": 12650, + "n_pred": 14099, + "n_ref": 15755 + }, + "6": { + "Dice": 0.9680559757016635, + "FN": 23799, + "FP": 49275, + "IoU": 0.938089618145603, + "TN": 75704541, + "TP": 1107245, + "n_pred": 1156520, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.8852809340143855, + "FN": 8291, + "FP": 31327, + "IoU": 0.7941740309533829, + "TN": 76692377, + "TP": 152865, + "n_pred": 184192, + "n_ref": 161156 + }, + "8": { + "Dice": 0.9617427158496327, + "FN": 3599, + "FP": 2265, + "IoU": 0.9263048095411645, + "TN": 76805289, + "TP": 73707, + "n_pred": 75972, + "n_ref": 77306 + }, + "9": { + "Dice": 0.9373830156947541, + "FN": 7882, + "FP": 3325, + "IoU": 0.8821457115214739, + "TN": 76789768, + "TP": 83885, + "n_pred": 87210, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9341634279978598, + "FN": 11961, + "FP": 3912, + "IoU": 0.8764602871930576, + "TN": 130871447, + "TP": 112612, + "n_pred": 116524, + "n_ref": 124573 + }, + "10": { + "Dice": 0.7493667433069638, + "FN": 19104, + "FP": 6622, + "IoU": 0.5991898418633637, + "TN": 130935747, + "TP": 38459, + "n_pred": 45081, + "n_ref": 57563 + }, + "11": { + "Dice": 0.7731367731367731, + "FN": 1792, + "FP": 424, + "IoU": 0.630173564753004, + "TN": 130993940, + "TP": 3776, + "n_pred": 4200, + "n_ref": 5568 + }, + "12": { + "Dice": 0.8147584632940281, + "FN": 1947, + "FP": 488, + "IoU": 0.6874197689345315, + "TN": 130992142, + "TP": 5355, + "n_pred": 5843, + "n_ref": 7302 + }, + "13": { + "Dice": 0.3530262143407864, + "FN": 60102, + "FP": 7028, + "IoU": 0.21434841125870444, + "TN": 130914487, + "TP": 18315, + "n_pred": 25343, + "n_ref": 78417 + }, + "14": { + "Dice": 0.042952915497349545, + "FN": 925187, + "FP": 7865, + "IoU": 0.021947819159529973, + "TN": 130045942, + "TP": 20938, + "n_pred": 28803, + "n_ref": 946125 + }, + "15": { + "Dice": 0.031550347937952306, + "FN": 22134, + "FP": 172843, + "IoU": 0.016028018753185668, + "TN": 130801779, + "TP": 3176, + "n_pred": 176019, + "n_ref": 25310 + }, + "2": { + "Dice": 0.9146691101800989, + "FN": 25204, + "FP": 10928, + "IoU": 0.8427559915224364, + "TN": 130770149, + "TP": 193651, + "n_pred": 204579, + "n_ref": 218855 + }, + "3": { + "Dice": 0.9387016229712859, + "FN": 12357, + "FP": 22995, + "IoU": 0.8844841783319609, + "TN": 130693896, + "TP": 270684, + "n_pred": 293679, + "n_ref": 283041 + }, + "4": { + "Dice": 0.0, + "FN": 2280, + "FP": 1290, + "IoU": 0.0, + "TN": 130996362, + "TP": 0, + "n_pred": 1290, + "n_ref": 2280 + }, + "5": { + "Dice": 0.610357163136676, + "FN": 12970, + "FP": 754, + "IoU": 0.4392187308462387, + "TN": 130975459, + "TP": 10749, + "n_pred": 11503, + "n_ref": 23719 + }, + "6": { + "Dice": 0.961455234884056, + "FN": 44972, + "FP": 69528, + "IoU": 0.9257715865302333, + "TN": 129457396, + "TP": 1428036, + "n_pred": 1497564, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.6342778056414391, + "FN": 104160, + "FP": 11052, + "IoU": 0.46442666617081707, + "TN": 130784813, + "TP": 99907, + "n_pred": 110959, + "n_ref": 204067 + }, + "8": { + "Dice": 0.9584236062976532, + "FN": 5034, + "FP": 5463, + "IoU": 0.9201664055488797, + "TN": 130868446, + "TP": 120989, + "n_pred": 126452, + "n_ref": 126023 + }, + "9": { + "Dice": 0.786284275713098, + "FN": 6622, + "FP": 20883, + "IoU": 0.6478323218355484, + "TN": 130921830, + "TP": 50597, + "n_pred": 71480, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9262688465190011, + "FN": 4245, + "FP": 4220, + "IoU": 0.8626636598147217, + "TN": 74365061, + "TP": 53172, + "n_pred": 57392, + "n_ref": 57417 + }, + "10": { + "Dice": 0.5354909017647005, + "FN": 49538, + "FP": 1185, + "IoU": 0.36564532266133065, + "TN": 74346738, + "TP": 29237, + "n_pred": 30422, + "n_ref": 78775 + }, + "11": { + "Dice": 0.773000240211386, + "FN": 779, + "FP": 166, + "IoU": 0.629992169146437, + "TN": 74424144, + "TP": 1609, + "n_pred": 1775, + "n_ref": 2388 + }, + "12": { + "Dice": 0.7523906408952187, + "FN": 608, + "FP": 609, + "IoU": 0.6030658838878017, + "TN": 74423632, + "TP": 1849, + "n_pred": 2458, + "n_ref": 2457 + }, + "13": { + "Dice": 0.41772474561324946, + "FN": 73010, + "FP": 11509, + "IoU": 0.2640025775889094, + "TN": 74311862, + "TP": 30317, + "n_pred": 41826, + "n_ref": 103327 + }, + "14": { + "Dice": 0.9035090454423568, + "FN": 26011, + "FP": 4935, + "IoU": 0.8240004549849286, + "TN": 74250868, + "TP": 144884, + "n_pred": 149819, + "n_ref": 170895 + }, + "15": { + "Dice": 0.12362766572154212, + "FN": 13018, + "FP": 117416, + "IoU": 0.06588653193348325, + "TN": 74287064, + "TP": 9200, + "n_pred": 126616, + "n_ref": 22218 + }, + "2": { + "Dice": 0.9081703924711431, + "FN": 6282, + "FP": 16463, + "IoU": 0.831787658265294, + "TN": 74291482, + "TP": 112471, + "n_pred": 128934, + "n_ref": 118753 + }, + "3": { + "Dice": 0.912079876359238, + "FN": 15819, + "FP": 6424, + "IoU": 0.8383702594882899, + "TN": 74289081, + "TP": 115374, + "n_pred": 121798, + "n_ref": 131193 + }, + "4": { + "Dice": 0.5600447104301051, + "FN": 18435, + "FP": 458, + "IoU": 0.3889320137136943, + "TN": 74395780, + "TP": 12025, + "n_pred": 12483, + "n_ref": 30460 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 23, + "IoU": 0.0, + "TN": 74426675, + "TP": 0, + "n_pred": 23, + "n_ref": 0 + }, + "6": { + "Dice": 0.9653566639233889, + "FN": 15452, + "FP": 47143, + "IoU": 0.9330332784861316, + "TN": 73491980, + "TP": 872123, + "n_pred": 919266, + "n_ref": 887575 + }, + "7": { + "Dice": 0.6607892181869045, + "FN": 70202, + "FP": 12252, + "IoU": 0.4934168893803951, + "TN": 74263933, + "TP": 80311, + "n_pred": 92563, + "n_ref": 150513 + }, + "8": { + "Dice": 0.9354113147228407, + "FN": 2268, + "FP": 3389, + "IoU": 0.8786598314064478, + "TN": 74380077, + "TP": 40964, + "n_pred": 44353, + "n_ref": 43232 + }, + "9": { + "Dice": 0.8301341046542203, + "FN": 8516, + "FP": 1820, + "IoU": 0.709597662396044, + "TN": 74391106, + "TP": 25256, + "n_pred": 27076, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.969039642859727, + "FN": 6471, + "FP": 2087, + "IoU": 0.9399388018640166, + "TN": 106504200, + "TP": 133930, + "n_pred": 136017, + "n_ref": 140401 + }, + "10": { + "Dice": 0.8553924566768604, + "FN": 15429, + "FP": 12943, + "IoU": 0.7473237981582744, + "TN": 106534402, + "TP": 83914, + "n_pred": 96857, + "n_ref": 99343 + }, + "11": { + "Dice": 0.622185154295246, + "FN": 2040, + "FP": 1131, + "IoU": 0.4515738498789346, + "TN": 106640906, + "TP": 2611, + "n_pred": 3742, + "n_ref": 4651 + }, + "12": { + "Dice": 0.8511219179250917, + "FN": 482, + "FP": 1263, + "IoU": 0.7408287538987078, + "TN": 106639955, + "TP": 4988, + "n_pred": 6251, + "n_ref": 5470 + }, + "13": { + "Dice": 0.630642306233405, + "FN": 20992, + "FP": 2378, + "IoU": 0.4605387687264837, + "TN": 106603367, + "TP": 19951, + "n_pred": 22329, + "n_ref": 40943 + }, + "14": { + "Dice": 0.9435784641866692, + "FN": 1186, + "FP": 7074, + "IoU": 0.8931836697745994, + "TN": 106569359, + "TP": 69069, + "n_pred": 76143, + "n_ref": 70255 + }, + "15": { + "Dice": 0.13881602914389798, + "FN": 18940, + "FP": 75618, + "IoU": 0.0745847972675403, + "TN": 106544509, + "TP": 7621, + "n_pred": 83239, + "n_ref": 26561 + }, + "2": { + "Dice": 0.9448554117547836, + "FN": 13027, + "FP": 7242, + "IoU": 0.8954748214423845, + "TN": 106452773, + "TP": 173646, + "n_pred": 180888, + "n_ref": 186673 + }, + "3": { + "Dice": 0.9449569921192443, + "FN": 3666, + "FP": 13439, + "IoU": 0.8956573192379721, + "TN": 106482757, + "TP": 146826, + "n_pred": 160265, + "n_ref": 150492 + }, + "4": { + "Dice": 0.8438245219347582, + "FN": 706, + "FP": 2765, + "IoU": 0.7298412204234122, + "TN": 106633840, + "TP": 9377, + "n_pred": 12142, + "n_ref": 10083 + }, + "5": { + "Dice": 0.7814667988107037, + "FN": 1288, + "FP": 476, + "IoU": 0.6413176087840585, + "TN": 106641770, + "TP": 3154, + "n_pred": 3630, + "n_ref": 4442 + }, + "6": { + "Dice": 0.9797900862680776, + "FN": 30088, + "FP": 21170, + "IoU": 0.9603808717012079, + "TN": 105352919, + "TP": 1242511, + "n_pred": 1263681, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.9411575233599846, + "FN": 24196, + "FP": 14898, + "IoU": 0.8888550885741985, + "TN": 106294949, + "TP": 312645, + "n_pred": 327543, + "n_ref": 336841 + }, + "8": { + "Dice": 0.95069651634506, + "FN": 4593, + "FP": 2298, + "IoU": 0.9060262651883975, + "TN": 106573359, + "TP": 66438, + "n_pred": 68736, + "n_ref": 71031 + }, + "9": { + "Dice": 0.9117209516091968, + "FN": 9702, + "FP": 4896, + "IoU": 0.8377639475438986, + "TN": 106556708, + "TP": 75382, + "n_pred": 80278, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9416089183489003, + "FN": 14110, + "FP": 3332, + "IoU": 0.889660669551355, + "TN": 107968852, + "TP": 140634, + "n_pred": 143966, + "n_ref": 154744 + }, + "10": { + "Dice": 0.8758569150469869, + "FN": 6719, + "FP": 14378, + "IoU": 0.7791329473717271, + "TN": 108031409, + "TP": 74422, + "n_pred": 88800, + "n_ref": 81141 + }, + "11": { + "Dice": 0.8245753294173679, + "FN": 440, + "FP": 665, + "IoU": 0.7015126958400865, + "TN": 108123226, + "TP": 2597, + "n_pred": 3262, + "n_ref": 3037 + }, + "12": { + "Dice": 0.7890615288999379, + "FN": 800, + "FP": 897, + "IoU": 0.6516115787312666, + "TN": 108122057, + "TP": 3174, + "n_pred": 4071, + "n_ref": 3974 + }, + "13": { + "Dice": 0.7836917783858722, + "FN": 23437, + "FP": 6364, + "IoU": 0.6443200534695533, + "TN": 108043142, + "TP": 53985, + "n_pred": 60349, + "n_ref": 77422 + }, + "14": { + "Dice": 0.8342345232094579, + "FN": 3482, + "FP": 10988, + "IoU": 0.7156109353196675, + "TN": 108076047, + "TP": 36411, + "n_pred": 47399, + "n_ref": 39893 + }, + "15": { + "Dice": 0.1358064899683101, + "FN": 14096, + "FP": 153071, + "IoU": 0.07284999611762487, + "TN": 107946626, + "TP": 13135, + "n_pred": 166206, + "n_ref": 27231 + }, + "2": { + "Dice": 0.8282906540531724, + "FN": 7581, + "FP": 68217, + "IoU": 0.7069079519749435, + "TN": 107868313, + "TP": 182817, + "n_pred": 251034, + "n_ref": 190398 + }, + "3": { + "Dice": 0.8039485847862312, + "FN": 63699, + "FP": 2893, + "IoU": 0.6721689172890134, + "TN": 107923799, + "TP": 136537, + "n_pred": 139430, + "n_ref": 200236 + }, + "4": { + "Dice": 0.9571480671043034, + "FN": 1815, + "FP": 1005, + "IoU": 0.9178178003147404, + "TN": 108092614, + "TP": 31494, + "n_pred": 32499, + "n_ref": 33309 + }, + "5": { + "Dice": 0.879399585921325, + "FN": 479, + "FP": 453, + "IoU": 0.7847575057736721, + "TN": 108122598, + "TP": 3398, + "n_pred": 3851, + "n_ref": 3877 + }, + "6": { + "Dice": 0.9746442835556388, + "FN": 38757, + "FP": 36200, + "IoU": 0.9505425950473315, + "TN": 106611341, + "TP": 1440630, + "n_pred": 1476830, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.9084428272764362, + "FN": 23695, + "FP": 23208, + "IoU": 0.8322448424847635, + "TN": 107847336, + "TP": 232689, + "n_pred": 255897, + "n_ref": 256384 + }, + "8": { + "Dice": 0.950979011128328, + "FN": 2665, + "FP": 1511, + "IoU": 0.9065395461259568, + "TN": 108082246, + "TP": 40506, + "n_pred": 42017, + "n_ref": 43171 + }, + "9": { + "Dice": 0.9230200143240542, + "FN": 3099, + "FP": 6682, + "IoU": 0.857044723764981, + "TN": 108058508, + "TP": 58639, + "n_pred": 65321, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9057627427737759, + "FN": 5291, + "FP": 19513, + "IoU": 0.8277571767843006, + "TN": 62426154, + "TP": 119202, + "n_pred": 138715, + "n_ref": 124493 + }, + "10": { + "Dice": 0.8440284645135817, + "FN": 12118, + "FP": 5263, + "IoU": 0.7301464081106678, + "TN": 62505751, + "TP": 47028, + "n_pred": 52291, + "n_ref": 59146 + }, + "11": { + "Dice": 0.6680244399185336, + "FN": 904, + "FP": 237, + "IoU": 0.5015290519877675, + "TN": 62567871, + "TP": 1148, + "n_pred": 1385, + "n_ref": 2052 + }, + "12": { + "Dice": 0.7720123839009287, + "FN": 1150, + "FP": 691, + "IoU": 0.6286809197256958, + "TN": 62565202, + "TP": 3117, + "n_pred": 3808, + "n_ref": 4267 + }, + "13": { + "Dice": 0.841182477025378, + "FN": 7933, + "FP": 4821, + "IoU": 0.7258972705781216, + "TN": 62523630, + "TP": 33776, + "n_pred": 38597, + "n_ref": 41709 + }, + "14": { + "Dice": 0.931983747481129, + "FN": 43173, + "FP": 2259, + "IoU": 0.8726306788713046, + "TN": 62213465, + "TP": 311263, + "n_pred": 313522, + "n_ref": 354436 + }, + "15": { + "Dice": 0.5272914292068611, + "FN": 43921, + "FP": 41098, + "IoU": 0.3580419369209511, + "TN": 62437723, + "TP": 47418, + "n_pred": 88516, + "n_ref": 91339 + }, + "2": { + "Dice": 0.9397916685433914, + "FN": 10524, + "FP": 9527, + "IoU": 0.8864216971887232, + "TN": 62393621, + "TP": 156488, + "n_pred": 166015, + "n_ref": 167012 + }, + "3": { + "Dice": 0.9546180801647648, + "FN": 6886, + "FP": 11491, + "IoU": 0.9131763827666199, + "TN": 62358501, + "TP": 193282, + "n_pred": 204773, + "n_ref": 200168 + }, + "4": { + "Dice": 0.8981512187033659, + "FN": 1813, + "FP": 3101, + "IoU": 0.8151311086866558, + "TN": 62543579, + "TP": 21667, + "n_pred": 24768, + "n_ref": 23480 + }, + "5": { + "Dice": 0.525804735301942, + "FN": 4222, + "FP": 2908, + "IoU": 0.3566723811242443, + "TN": 62559077, + "TP": 3953, + "n_pred": 6861, + "n_ref": 8175 + }, + "6": { + "Dice": 0.973928393123365, + "FN": 50070, + "FP": 25285, + "IoU": 0.9491817009614035, + "TN": 61087328, + "TP": 1407477, + "n_pred": 1432762, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.8878704770449517, + "FN": 13227, + "FP": 30765, + "IoU": 0.7983516836112614, + "TN": 62351998, + "TP": 174170, + "n_pred": 204935, + "n_ref": 187397 + }, + "8": { + "Dice": 0.890226596173013, + "FN": 2688, + "FP": 13943, + "IoU": 0.802169697978993, + "TN": 62486093, + "TP": 67436, + "n_pred": 81379, + "n_ref": 70124 + }, + "9": { + "Dice": 0.8154831888733948, + "FN": 4859, + "FP": 15386, + "IoU": 0.6884521867594103, + "TN": 62505178, + "TP": 44737, + "n_pred": 60123, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8960123205544249, + "FN": 36352, + "FP": 20366, + "IoU": 0.8116144203750573, + "TN": 55080174, + "TP": 244356, + "n_pred": 264722, + "n_ref": 280708 + }, + "10": { + "Dice": 0.8494757109600897, + "FN": 13258, + "FP": 9179, + "IoU": 0.738337920417969, + "TN": 55295500, + "TP": 63311, + "n_pred": 72490, + "n_ref": 76569 + }, + "11": { + "Dice": 0.71760710553814, + "FN": 1580, + "FP": 582, + "IoU": 0.5595844367488286, + "TN": 55376339, + "TP": 2747, + "n_pred": 3329, + "n_ref": 4327 + }, + "12": { + "Dice": 0.7912962096396818, + "FN": 1346, + "FP": 438, + "IoU": 0.6546651180797523, + "TN": 55376082, + "TP": 3382, + "n_pred": 3820, + "n_ref": 4728 + }, + "13": { + "Dice": 0.7464595375722544, + "FN": 13547, + "FP": 14525, + "IoU": 0.5954810075508675, + "TN": 55311852, + "TP": 41324, + "n_pred": 55849, + "n_ref": 54871 + }, + "14": { + "Dice": 0.9308977013981187, + "FN": 4834, + "FP": 8580, + "IoU": 0.8707283696008327, + "TN": 55277482, + "TP": 90352, + "n_pred": 98932, + "n_ref": 95186 + }, + "15": { + "Dice": 0.8555538966855778, + "FN": 7632, + "FP": 19458, + "IoU": 0.7475702824342835, + "TN": 55273931, + "TP": 80227, + "n_pred": 99685, + "n_ref": 87859 + }, + "2": { + "Dice": 0.8869013136994749, + "FN": 5525, + "FP": 42893, + "IoU": 0.7967858776719647, + "TN": 55142987, + "TP": 189843, + "n_pred": 232736, + "n_ref": 195368 + }, + "3": { + "Dice": 0.8482235370896752, + "FN": 46769, + "FP": 2302, + "IoU": 0.7364480560284868, + "TN": 55195057, + "TP": 137120, + "n_pred": 139422, + "n_ref": 183889 + }, + "4": { + "Dice": 0.6642023346303502, + "FN": 2288, + "FP": 2890, + "IoU": 0.49723274104281967, + "TN": 55370949, + "TP": 5121, + "n_pred": 8011, + "n_ref": 7409 + }, + "5": { + "Dice": 0.7714618397374828, + "FN": 1996, + "FP": 163, + "IoU": 0.6279510597966569, + "TN": 55375445, + "TP": 3644, + "n_pred": 3807, + "n_ref": 5640 + }, + "6": { + "Dice": 0.9732518573700848, + "FN": 48650, + "FP": 31060, + "IoU": 0.9478973634928572, + "TN": 53851383, + "TP": 1450155, + "n_pred": 1481215, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.8764120090564926, + "FN": 32418, + "FP": 7866, + "IoU": 0.7800119048269158, + "TN": 55198129, + "TP": 142835, + "n_pred": 150701, + "n_ref": 175253 + }, + "8": { + "Dice": 0.9516137568937959, + "FN": 2103, + "FP": 2468, + "IoU": 0.9076938610662358, + "TN": 55331728, + "TP": 44949, + "n_pred": 47417, + "n_ref": 47052 + }, + "9": { + "Dice": 0.896085745404775, + "FN": 4432, + "FP": 6349, + "IoU": 0.8117349166157338, + "TN": 55323983, + "TP": 46484, + "n_pred": 52833, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9425139619294165, + "FN": 28419, + "FP": 3336, + "IoU": 0.8912779251904477, + "TN": 110854540, + "TP": 260320, + "n_pred": 263656, + "n_ref": 288739 + }, + "10": { + "Dice": 0.8615219653726072, + "FN": 13979, + "FP": 7976, + "IoU": 0.7567313019390581, + "TN": 111056365, + "TP": 68295, + "n_pred": 76271, + "n_ref": 82274 + }, + "11": { + "Dice": 0.7899789276516038, + "FN": 260, + "FP": 1534, + "IoU": 0.6528637770897833, + "TN": 111141447, + "TP": 3374, + "n_pred": 4908, + "n_ref": 3634 + }, + "12": { + "Dice": 0.8280792980175495, + "FN": 556, + "FP": 502, + "IoU": 0.7066001109262341, + "TN": 111143009, + "TP": 2548, + "n_pred": 3050, + "n_ref": 3104 + }, + "13": { + "Dice": 0.8391533291761935, + "FN": 14148, + "FP": 4424, + "IoU": 0.7228804201856218, + "TN": 111079597, + "TP": 48446, + "n_pred": 52870, + "n_ref": 62594 + }, + "14": { + "Dice": 0.927203721841332, + "FN": 3249, + "FP": 2697, + "IoU": 0.8642868554995092, + "TN": 111102802, + "TP": 37867, + "n_pred": 40564, + "n_ref": 41116 + }, + "15": { + "Dice": 0.12068395836775153, + "FN": 15137, + "FP": 133893, + "IoU": 0.06421695749637378, + "TN": 110987358, + "TP": 10227, + "n_pred": 144120, + "n_ref": 25364 + }, + "2": { + "Dice": 0.8797942763124799, + "FN": 7233, + "FP": 33388, + "IoU": 0.7853863426231673, + "TN": 110957340, + "TP": 148654, + "n_pred": 182042, + "n_ref": 155887 + }, + "3": { + "Dice": 0.9020416626227512, + "FN": 40088, + "FP": 4322, + "IoU": 0.8215627423327427, + "TN": 110897732, + "TP": 204473, + "n_pred": 208795, + "n_ref": 244561 + }, + "4": { + "Dice": 0.9289875026477441, + "FN": 1295, + "FP": 1387, + "IoU": 0.8673918417799753, + "TN": 111126390, + "TP": 17543, + "n_pred": 18930, + "n_ref": 18838 + }, + "5": { + "Dice": 0.7907335907335907, + "FN": 159, + "FP": 2280, + "IoU": 0.6538952745849298, + "TN": 111139568, + "TP": 4608, + "n_pred": 6888, + "n_ref": 4767 + }, + "6": { + "Dice": 0.9803152912116735, + "FN": 22256, + "FP": 41275, + "IoU": 0.9613905972725284, + "TN": 109501135, + "TP": 1581949, + "n_pred": 1623224, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.43663229277265037, + "FN": 264992, + "FP": 28433, + "IoU": 0.27928956876499816, + "TN": 110739482, + "TP": 113708, + "n_pred": 142141, + "n_ref": 378700 + }, + "8": { + "Dice": 0.9484201998379692, + "FN": 3285, + "FP": 5119, + "IoU": 0.9019003595274782, + "TN": 111060947, + "TP": 77264, + "n_pred": 82383, + "n_ref": 80549 + }, + "9": { + "Dice": 0.9257990246732293, + "FN": 4786, + "FP": 3400, + "IoU": 0.8618489890977824, + "TN": 111087361, + "TP": 51068, + "n_pred": 54468, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9700174422101485, + "FN": 8657, + "FP": 3307, + "IoU": 0.9417804552842364, + "TN": 96915527, + "TP": 193534, + "n_pred": 196841, + "n_ref": 202191 + }, + "10": { + "Dice": 0.8837426371279673, + "FN": 11912, + "FP": 4529, + "IoU": 0.7917015076650197, + "TN": 97042095, + "TP": 62489, + "n_pred": 67018, + "n_ref": 74401 + }, + "11": { + "Dice": 0.7658035585129466, + "FN": 1265, + "FP": 354, + "IoU": 0.6204875761837787, + "TN": 97116759, + "TP": 2647, + "n_pred": 3001, + "n_ref": 3912 + }, + "12": { + "Dice": 0.7672629351798422, + "FN": 1294, + "FP": 1126, + "IoU": 0.6224059915743486, + "TN": 97114616, + "TP": 3989, + "n_pred": 5115, + "n_ref": 5283 + }, + "13": { + "Dice": 0.7840754368790017, + "FN": 16531, + "FP": 2658, + "IoU": 0.644838882822188, + "TN": 97066996, + "TP": 34840, + "n_pred": 37498, + "n_ref": 51371 + }, + "14": { + "Dice": 0.9205844906731454, + "FN": 15086, + "FP": 5311, + "IoU": 0.8528546076267152, + "TN": 96982407, + "TP": 118221, + "n_pred": 123532, + "n_ref": 133307 + }, + "15": { + "Dice": 0.849795794887309, + "FN": 3892, + "FP": 18947, + "IoU": 0.7388216728037875, + "TN": 97033579, + "TP": 64607, + "n_pred": 83554, + "n_ref": 68499 + }, + "2": { + "Dice": 0.8839379137232791, + "FN": 4349, + "FP": 38467, + "IoU": 0.7920150004129, + "TN": 96915164, + "TP": 163045, + "n_pred": 201512, + "n_ref": 167394 + }, + "3": { + "Dice": 0.8977308444825629, + "FN": 35622, + "FP": 6351, + "IoU": 0.8144388691173545, + "TN": 96894830, + "TP": 184222, + "n_pred": 190573, + "n_ref": 219844 + }, + "4": { + "Dice": 0.873860099382952, + "FN": 1230, + "FP": 3390, + "IoU": 0.7759782766813752, + "TN": 97100402, + "TP": 16003, + "n_pred": 19393, + "n_ref": 17233 + }, + "5": { + "Dice": 0.8358863922636219, + "FN": 2172, + "FP": 1867, + "IoU": 0.71804537521815, + "TN": 97106700, + "TP": 10286, + "n_pred": 12153, + "n_ref": 12458 + }, + "6": { + "Dice": 0.9813639484853826, + "FN": 34166, + "FP": 24836, + "IoU": 0.9634097939359061, + "TN": 95508517, + "TP": 1553506, + "n_pred": 1578342, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.8974571445025307, + "FN": 46254, + "FP": 17848, + "IoU": 0.8139884450093293, + "TN": 96776412, + "TP": 280511, + "n_pred": 298359, + "n_ref": 326765 + }, + "8": { + "Dice": 0.9575962512918794, + "FN": 4673, + "FP": 3779, + "IoU": 0.9186423710377621, + "TN": 97017138, + "TP": 95435, + "n_pred": 99214, + "n_ref": 100108 + }, + "9": { + "Dice": 0.9439593386225328, + "FN": 5556, + "FP": 5117, + "IoU": 0.8938664704361489, + "TN": 97020463, + "TP": 89889, + "n_pred": 95006, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9666278098146218, + "FN": 9732, + "FP": 3208, + "IoU": 0.9354110929201773, + "TN": 78856061, + "TP": 187404, + "n_pred": 190612, + "n_ref": 197136 + }, + "10": { + "Dice": 0.7110612231807831, + "FN": 37583, + "FP": 7464, + "IoU": 0.551664078984036, + "TN": 78955929, + "TP": 55429, + "n_pred": 62893, + "n_ref": 93012 + }, + "11": { + "Dice": 0.760219430189347, + "FN": 861, + "FP": 494, + "IoU": 0.6131886954039395, + "TN": 79052902, + "TP": 2148, + "n_pred": 2642, + "n_ref": 3009 + }, + "12": { + "Dice": 0.6317795875931381, + "FN": 1181, + "FP": 944, + "IoU": 0.46175278622087135, + "TN": 79052457, + "TP": 1823, + "n_pred": 2767, + "n_ref": 3004 + }, + "13": { + "Dice": 0.7730120407101768, + "FN": 15688, + "FP": 13551, + "IoU": 0.6300078455191962, + "TN": 78977379, + "TP": 49787, + "n_pred": 63338, + "n_ref": 65475 + }, + "14": { + "Dice": 0.6034818246000723, + "FN": 20355, + "FP": 2672, + "IoU": 0.4321331689272503, + "TN": 79015855, + "TP": 17523, + "n_pred": 20195, + "n_ref": 37878 + }, + "15": { + "Dice": 0.2042217378107668, + "FN": 20029, + "FP": 124170, + "IoU": 0.11372324863861538, + "TN": 78893703, + "TP": 18503, + "n_pred": 142673, + "n_ref": 38532 + }, + "2": { + "Dice": 0.883519868318659, + "FN": 4321, + "FP": 24268, + "IoU": 0.7913440134291866, + "TN": 78919390, + "TP": 108426, + "n_pred": 132694, + "n_ref": 112747 + }, + "3": { + "Dice": 0.8652107032820434, + "FN": 26042, + "FP": 3663, + "IoU": 0.7624417200483034, + "TN": 78931362, + "TP": 95338, + "n_pred": 99001, + "n_ref": 121380 + }, + "4": { + "Dice": 0.8005853398962351, + "FN": 2464, + "FP": 534, + "IoU": 0.6674800354924578, + "TN": 79047389, + "TP": 6018, + "n_pred": 6552, + "n_ref": 8482 + }, + "5": { + "Dice": 0.8604964402539926, + "FN": 486, + "FP": 964, + "IoU": 0.7551502870651807, + "TN": 79050483, + "TP": 4472, + "n_pred": 5436, + "n_ref": 4958 + }, + "6": { + "Dice": 0.9757337099423496, + "FN": 26343, + "FP": 37936, + "IoU": 0.9526172240691735, + "TN": 77699815, + "TP": 1292311, + "n_pred": 1330247, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.9348118841510912, + "FN": 49137, + "FP": 10113, + "IoU": 0.8776026227124085, + "TN": 78572326, + "TP": 424829, + "n_pred": 434942, + "n_ref": 473966 + }, + "8": { + "Dice": 0.7982212492303482, + "FN": 2358, + "FP": 12389, + "IoU": 0.6641998360506421, + "TN": 79012489, + "TP": 29169, + "n_pred": 41558, + "n_ref": 31527 + }, + "9": { + "Dice": 0.9263218144093869, + "FN": 6555, + "FP": 3743, + "IoU": 0.862755550816963, + "TN": 78981371, + "TP": 64736, + "n_pred": 68479, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9672273869400878, + "FN": 9002, + "FP": 6206, + "IoU": 0.9365346976759714, + "TN": 122472313, + "TP": 224419, + "n_pred": 230625, + "n_ref": 233421 + }, + "10": { + "Dice": 0.8221379953564979, + "FN": 27536, + "FP": 8316, + "IoU": 0.6979917784217265, + "TN": 122593228, + "TP": 82860, + "n_pred": 91176, + "n_ref": 110396 + }, + "11": { + "Dice": 0.8460199004975124, + "FN": 781, + "FP": 457, + "IoU": 0.7331321405475318, + "TN": 122707301, + "TP": 3401, + "n_pred": 3858, + "n_ref": 4182 + }, + "12": { + "Dice": 0.4484422992540588, + "FN": 4246, + "FP": 782, + "IoU": 0.28902714932126694, + "TN": 122704868, + "TP": 2044, + "n_pred": 2826, + "n_ref": 6290 + }, + "13": { + "Dice": 0.2905783826223502, + "FN": 42697, + "FP": 11517, + "IoU": 0.16998637414455656, + "TN": 122646623, + "TP": 11103, + "n_pred": 22620, + "n_ref": 53800 + }, + "14": { + "Dice": 0.8806582850425663, + "FN": 11801, + "FP": 14189, + "IoU": 0.7867644645728725, + "TN": 122590056, + "TP": 95894, + "n_pred": 110083, + "n_ref": 107695 + }, + "15": { + "Dice": 0.6641393540956859, + "FN": 9569, + "FP": 32425, + "IoU": 0.49716215245348083, + "TN": 122628426, + "TP": 41520, + "n_pred": 73945, + "n_ref": 51089 + }, + "2": { + "Dice": 0.7183733308898866, + "FN": 50701, + "FP": 16917, + "IoU": 0.5605168402033044, + "TN": 122558082, + "TP": 86240, + "n_pred": 103157, + "n_ref": 136941 + }, + "3": { + "Dice": 0.8075182475451765, + "FN": 5541, + "FP": 61362, + "IoU": 0.6771745109582035, + "TN": 122504698, + "TP": 140339, + "n_pred": 201701, + "n_ref": 145880 + }, + "4": { + "Dice": 0.8612996223154225, + "FN": 7665, + "FP": 10954, + "IoU": 0.7563882819348676, + "TN": 122635511, + "TP": 57810, + "n_pred": 68764, + "n_ref": 65475 + }, + "5": { + "Dice": 0.6713944620647875, + "FN": 7789, + "FP": 1432, + "IoU": 0.505337696475511, + "TN": 122693299, + "TP": 9420, + "n_pred": 10852, + "n_ref": 17209 + }, + "6": { + "Dice": 0.9819419572355131, + "FN": 39784, + "FP": 21677, + "IoU": 0.9645245319894511, + "TN": 120979447, + "TP": 1671032, + "n_pred": 1692709, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.795930377387196, + "FN": 90147, + "FP": 153977, + "IoU": 0.6610335170320508, + "TN": 121991739, + "TP": 476077, + "n_pred": 630054, + "n_ref": 566224 + }, + "8": { + "Dice": 0.8903034321185285, + "FN": 6865, + "FP": 25068, + "IoU": 0.8022944811104644, + "TN": 122550422, + "TP": 129585, + "n_pred": 154653, + "n_ref": 136450 + }, + "9": { + "Dice": 0.9058491569089844, + "FN": 8292, + "FP": 5522, + "IoU": 0.827901529874919, + "TN": 122631672, + "TP": 66454, + "n_pred": 71976, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/loop_001/summary_cross_val.json b/nnActive_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/loop_001/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..58603ea08f3cf03398d2394266bca7d370a15fb9 --- /dev/null +++ b/nnActive_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/loop_001/summary_cross_val.json @@ -0,0 +1,24396 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": 0.5420296125344277, + "FN": 1096.8888888888891, + "FP": 2209.0733333333337, + "IoU": 0.4710127838233513, + "TN": 507717.1777777778, + "TP": 8831.793333333333, + "n_pred": 11040.866666666667, + "n_ref": 9928.682222222224 + }, + "mean": { + "1": { + "Dice": 0.5279704518048016, + "FN": 439.53333333333336, + "FP": 1294.0, + "IoU": 0.48596898583321896, + "TN": 510603.9666666667, + "TP": 7517.433333333333, + "n_pred": 8811.433333333332, + "n_ref": 7956.966666666666 + }, + "10": { + "Dice": 0.5659130363723875, + "FN": 1383.2333333333333, + "FP": 976.2666666666667, + "IoU": 0.45927326503231164, + "TN": 513647.36666666664, + "TP": 3848.0666666666666, + "n_pred": 4824.333333333333, + "n_ref": 5231.3 + }, + "11": { + "Dice": 0.6988883152968995, + "FN": 184.6, + "FP": 192.03333333333333, + "IoU": 0.5636992499861657, + "TN": 518896.73333333334, + "TP": 581.5666666666667, + "n_pred": 773.6, + "n_ref": 766.1666666666666 + }, + "12": { + "Dice": 0.37060237777582095, + "FN": 170.6, + "FP": 109.13333333333334, + "IoU": 0.2817195920610867, + "TN": 519303.9666666667, + "TP": 271.23333333333335, + "n_pred": 380.3666666666667, + "n_ref": 441.8333333333333 + }, + "13": { + "Dice": 0.33329100281059887, + "FN": 1552.4, + "FP": 1332.2, + "IoU": 0.23839942352210805, + "TN": 515234.43333333335, + "TP": 1735.9, + "n_pred": 3068.1, + "n_ref": 3288.3 + }, + "14": { + "Dice": 0.6084653394933691, + "FN": 618.8333333333334, + "FP": 2776.4, + "IoU": 0.5479546475985884, + "TN": 502653.2, + "TP": 13806.5, + "n_pred": 16582.9, + "n_ref": 14425.333333333334 + }, + "15": { + "Dice": 0.5548949845540766, + "FN": 1012.9333333333333, + "FP": 3663.233333333333, + "IoU": 0.4658181703134115, + "TN": 507140.73333333334, + "TP": 8038.033333333334, + "n_pred": 11701.266666666666, + "n_ref": 9050.966666666667 + }, + "2": { + "Dice": 0.6678423573280957, + "FN": 403.3333333333333, + "FP": 632.1, + "IoU": 0.607690146357679, + "TN": 515096.1, + "TP": 3723.4, + "n_pred": 4355.5, + "n_ref": 4126.733333333334 + }, + "3": { + "Dice": 0.46458525488347957, + "FN": 664.5, + "FP": 6302.833333333333, + "IoU": 0.4142175028722932, + "TN": 510965.23333333334, + "TP": 1922.3666666666666, + "n_pred": 8225.2, + "n_ref": 2586.866666666667 + }, + "4": { + "Dice": 0.30184425171646445, + "FN": 78.03333333333333, + "FP": 1595.4, + "IoU": 0.2447549609251046, + "TN": 517667.5, + "TP": 514.0, + "n_pred": 2109.4, + "n_ref": 592.0333333333333 + }, + "5": { + "Dice": 0.23986434892833206, + "FN": 320.6666666666667, + "FP": 772.5, + "IoU": 0.20480250544953119, + "TN": 518014.1, + "TP": 747.6666666666666, + "n_pred": 1520.1666666666667, + "n_ref": 1068.3333333333333 + }, + "6": { + "Dice": 0.681647284552117, + "FN": 6057.5, + "FP": 7293.433333333333, + "IoU": 0.6320186075037225, + "TN": 455125.36666666664, + "TP": 51378.63333333333, + "n_pred": 58672.066666666666, + "n_ref": 57436.13333333333 + }, + "7": { + "Dice": 0.5086699594076179, + "FN": 2040.5333333333333, + "FP": 4960.166666666667, + "IoU": 0.4637844466184625, + "TN": 492629.6, + "TP": 20224.633333333335, + "n_pred": 25184.8, + "n_ref": 22265.166666666668 + }, + "8": { + "Dice": 0.8744244063574773, + "FN": 686.4, + "FP": 556.7666666666667, + "IoU": 0.8247000291973097, + "TN": 504605.1666666667, + "TP": 14006.6, + "n_pred": 14563.366666666667, + "n_ref": 14693.0 + }, + "9": { + "Dice": 0.7315408167348761, + "FN": 840.2333333333333, + "FP": 679.6333333333333, + "IoU": 0.6303902240792765, + "TN": 514174.2, + "TP": 4160.866666666667, + "n_pred": 4840.5, + "n_ref": 5001.1 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9525531330922803, + "FN": 3786, + "FP": 4166, + "IoU": 0.9094047279977214, + "TN": 613153, + "TP": 79823, + "n_pred": 83989, + "n_ref": 83609 + }, + "10": { + "Dice": 0.0, + "FN": 120, + "FP": 131, + "IoU": 0.0, + "TN": 700677, + "TP": 0, + "n_pred": 131, + "n_ref": 120 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.51171875, + "FN": 469, + "FP": 31, + "IoU": 0.3438320209973753, + "TN": 700166, + "TP": 262, + "n_pred": 293, + "n_ref": 731 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8425629290617849, + "FN": 192, + "FP": 496, + "IoU": 0.7279557137208382, + "TN": 698399, + "TP": 1841, + "n_pred": 2337, + "n_ref": 2033 + }, + "3": { + "Dice": 0.03248394688671296, + "FN": 1035, + "FP": 65563, + "IoU": 0.016510130545218264, + "TN": 633212, + "TP": 1118, + "n_pred": 66681, + "n_ref": 2153 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9678991145693587, + "FN": 7320, + "FP": 4644, + "IoU": 0.9377950627040742, + "TN": 508596, + "TP": 180368, + "n_pred": 185012, + "n_ref": 187688 + }, + "7": { + "Dice": 0.8231933569219065, + "FN": 20518, + "FP": 4117, + "IoU": 0.6995145394223263, + "TN": 618944, + "TP": 57349, + "n_pred": 61466, + "n_ref": 77867 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0001.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0001.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.3363195566843685, + "FN": 2277, + "FP": 26467, + "IoU": 0.20215394010048018, + "TN": 314437, + "TP": 7283, + "n_pred": 33750, + "n_ref": 9560 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 2758, + "FP": 0, + "IoU": 0.0, + "TN": 347706, + "TP": 0, + "n_pred": 0, + "n_ref": 2758 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0007.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0007.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0025.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0025.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.957827943694798, + "FN": 2201, + "FP": 3734, + "IoU": 0.919068917555295, + "TN": 277130, + "TP": 67399, + "n_pred": 71133, + "n_ref": 69600 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0027.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0027.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9386455345422724, + "FN": 2664, + "FP": 2384, + "IoU": 0.884384590719619, + "TN": 306802, + "TP": 38614, + "n_pred": 40998, + "n_ref": 41278 + }, + "15": { + "Dice": 0.8834916021314859, + "FN": 2786, + "FP": 14771, + "IoU": 0.791298662704309, + "TN": 266339, + "TP": 66568, + "n_pred": 81339, + "n_ref": 69354 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0042.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0042.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8473177441540578, + "FN": 2194, + "FP": 470, + "IoU": 0.7350835322195705, + "TN": 515640, + "TP": 7392, + "n_pred": 7862, + "n_ref": 9586 + }, + "11": { + "Dice": 0.8094273614435648, + "FN": 272, + "FP": 763, + "IoU": 0.6798639034952056, + "TN": 522463, + "TP": 2198, + "n_pred": 2961, + "n_ref": 2470 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 1066, + "IoU": 0.0, + "TN": 524630, + "TP": 0, + "n_pred": 1066, + "n_ref": 0 + }, + "13": { + "Dice": 0.7985455856722159, + "FN": 711, + "FP": 5993, + "IoU": 0.6646490920914412, + "TN": 505705, + "TP": 13287, + "n_pred": 19280, + "n_ref": 13998 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9069767441860465, + "FN": 470, + "FP": 154, + "IoU": 0.8297872340425532, + "TN": 522030, + "TP": 3042, + "n_pred": 3196, + "n_ref": 3512 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 525691, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 525693, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 75, + "IoU": 0.0, + "TN": 525621, + "TP": 0, + "n_pred": 75, + "n_ref": 0 + }, + "6": { + "Dice": 0.9246823956442831, + "FN": 2634, + "FP": 686, + "IoU": 0.859915611814346, + "TN": 501996, + "TP": 20380, + "n_pred": 21066, + "n_ref": 23014 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.8812666435104781, + "FN": 643, + "FP": 3459, + "IoU": 0.7877360931435964, + "TN": 506371, + "TP": 15223, + "n_pred": 18682, + "n_ref": 15866 + }, + "9": { + "Dice": 0.7748584945509842, + "FN": 5014, + "FP": 8311, + "IoU": 0.6324644876568749, + "TN": 489441, + "TP": 22930, + "n_pred": 31241, + "n_ref": 27944 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0059.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0059.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0067.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0067.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.94548, + "FN": 817, + "FP": 1909, + "IoU": 0.8965975040776847, + "TN": 849797, + "TP": 23637, + "n_pred": 25546, + "n_ref": 24454 + }, + "10": { + "Dice": 0.7446143287451863, + "FN": 8099, + "FP": 5297, + "IoU": 0.5931359149582385, + "TN": 843235, + "TP": 19529, + "n_pred": 24826, + "n_ref": 27628 + }, + "11": { + "Dice": 0.8059701492537313, + "FN": 137, + "FP": 6, + "IoU": 0.675, + "TN": 875720, + "TP": 297, + "n_pred": 303, + "n_ref": 434 + }, + "12": { + "Dice": 0.6547455295735901, + "FN": 1095, + "FP": 411, + "IoU": 0.4867075664621677, + "TN": 873226, + "TP": 1428, + "n_pred": 1839, + "n_ref": 2523 + }, + "13": { + "Dice": 0.6434720594977332, + "FN": 483, + "FP": 6516, + "IoU": 0.47435223432219303, + "TN": 862845, + "TP": 6316, + "n_pred": 12832, + "n_ref": 6799 + }, + "14": { + "Dice": 0.9873970110541213, + "FN": 1578, + "FP": 2523, + "IoU": 0.9751077389984826, + "TN": 711410, + "TP": 160649, + "n_pred": 163172, + "n_ref": 162227 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9036873968079252, + "FN": 43, + "FP": 132, + "IoU": 0.8242971887550201, + "TN": 875164, + "TP": 821, + "n_pred": 953, + "n_ref": 864 + }, + "3": { + "Dice": 0.9270629218375789, + "FN": 70, + "FP": 600, + "IoU": 0.8640422077922078, + "TN": 871232, + "TP": 4258, + "n_pred": 4858, + "n_ref": 4328 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9926351309341458, + "FN": 2203, + "FP": 403, + "IoU": 0.9853779513421312, + "TN": 697936, + "TP": 175618, + "n_pred": 176021, + "n_ref": 177821 + }, + "7": { + "Dice": 0.9653516071523759, + "FN": 3620, + "FP": 8080, + "IoU": 0.9330238309223821, + "TN": 701471, + "TP": 162989, + "n_pred": 171069, + "n_ref": 166609 + }, + "8": { + "Dice": 0.9514224466809578, + "FN": 836, + "FP": 501, + "IoU": 0.9073458073458074, + "TN": 861730, + "TP": 13093, + "n_pred": 13594, + "n_ref": 13929 + }, + "9": { + "Dice": 0.9025936599423631, + "FN": 711, + "FP": 2162, + "IoU": 0.8224789915966386, + "TN": 859976, + "TP": 13311, + "n_pred": 15473, + "n_ref": 14022 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0078.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0078.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 839, + "IoU": 0.0, + "TN": 700089, + "TP": 0, + "n_pred": 839, + "n_ref": 0 + }, + "10": { + "Dice": 0.8653368689513065, + "FN": 3007, + "FP": 4966, + "IoU": 0.7626376897886276, + "TN": 667338, + "TP": 25617, + "n_pred": 30583, + "n_ref": 28624 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7064959696538644, + "FN": 508, + "FP": 111, + "IoU": 0.5461876832844574, + "TN": 699564, + "TP": 745, + "n_pred": 856, + "n_ref": 1253 + }, + "13": { + "Dice": 0.0, + "FN": 678, + "FP": 0, + "IoU": 0.0, + "TN": 700250, + "TP": 0, + "n_pred": 0, + "n_ref": 678 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 84, + "IoU": 0.0, + "TN": 700844, + "TP": 0, + "n_pred": 84, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9758319023216193, + "FN": 5997, + "FP": 2940, + "IoU": 0.9528044317467694, + "TN": 511567, + "TP": 180424, + "n_pred": 183364, + "n_ref": 186421 + }, + "7": { + "Dice": 0.9276760869010238, + "FN": 3992, + "FP": 1674, + "IoU": 0.865108084944291, + "TN": 658924, + "TP": 36338, + "n_pred": 38012, + "n_ref": 40330 + }, + "8": { + "Dice": 0.9420357711396198, + "FN": 351, + "FP": 268, + "IoU": 0.8904230837316339, + "TN": 695279, + "TP": 5030, + "n_pred": 5298, + "n_ref": 5381 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 12, + "IoU": 0.0, + "TN": 700916, + "TP": 0, + "n_pred": 12, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0083.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0083.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8303644834201152, + "FN": 605, + "FP": 3109, + "IoU": 0.7099343955014058, + "TN": 337660, + "TP": 9090, + "n_pred": 12199, + "n_ref": 9695 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.93238123903725, + "FN": 3368, + "FP": 3147, + "IoU": 0.8733278892518277, + "TN": 299032, + "TP": 44917, + "n_pred": 48064, + "n_ref": 48285 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0094.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0094.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9290390154490704, + "FN": 124, + "FP": 960, + "IoU": 0.867481662591687, + "TN": 1218444, + "TP": 7096, + "n_pred": 8056, + "n_ref": 7220 + }, + "10": { + "Dice": 0.788975319312398, + "FN": 4991, + "FP": 5996, + "IoU": 0.6514940049482967, + "TN": 1195098, + "TP": 20539, + "n_pred": 26535, + "n_ref": 25530 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8247671232876712, + "FN": 928, + "FP": 671, + "IoU": 0.7017903767251026, + "TN": 1221262, + "TP": 3763, + "n_pred": 4434, + "n_ref": 4691 + }, + "13": { + "Dice": 0.39236228455559313, + "FN": 12367, + "FP": 16401, + "IoU": 0.24406138322472146, + "TN": 1188568, + "TP": 9288, + "n_pred": 25689, + "n_ref": 21655 + }, + "14": { + "Dice": 0.010249628037692181, + "FN": 2708, + "FP": 15253, + "IoU": 0.005151213027583915, + "TN": 1208570, + "TP": 93, + "n_pred": 15346, + "n_ref": 2801 + }, + "15": { + "Dice": 0.9292161961367014, + "FN": 973, + "FP": 6649, + "IoU": 0.8677906714540945, + "TN": 1168973, + "TP": 50029, + "n_pred": 56678, + "n_ref": 51002 + }, + "2": { + "Dice": 0.9629301432580121, + "FN": 215, + "FP": 287, + "IoU": 0.9285103958986044, + "TN": 1219602, + "TP": 6520, + "n_pred": 6807, + "n_ref": 6735 + }, + "3": { + "Dice": 0.847037776095782, + "FN": 542, + "FP": 6127, + "IoU": 0.7346622105514442, + "TN": 1201490, + "TP": 18465, + "n_pred": 24592, + "n_ref": 19007 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 61054, + "IoU": 0.0, + "TN": 1165570, + "TP": 0, + "n_pred": 61054, + "n_ref": 0 + }, + "7": { + "Dice": 0.643844800134082, + "FN": 16153, + "FP": 847, + "IoU": 0.47475746153370824, + "TN": 1194258, + "TP": 15366, + "n_pred": 16213, + "n_ref": 31519 + }, + "8": { + "Dice": 0.9090909090909091, + "FN": 2, + "FP": 16, + "IoU": 0.8333333333333334, + "TN": 1226516, + "TP": 90, + "n_pred": 106, + "n_ref": 92 + }, + "9": { + "Dice": 0.8042262658716673, + "FN": 99, + "FP": 6238, + "IoU": 0.672557226269829, + "TN": 1207271, + "TP": 13016, + "n_pred": 19254, + "n_ref": 13115 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0111.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0111.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.8236215188457667, + "FN": 468, + "FP": 1109, + "IoU": 0.7001331051530709, + "TN": 169973, + "TP": 3682, + "n_pred": 4791, + "n_ref": 4150 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 9, + "IoU": 0.0, + "TN": 175223, + "TP": 0, + "n_pred": 9, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.97446519104736, + "FN": 342, + "FP": 484, + "IoU": 0.9502019653945861, + "TN": 158645, + "TP": 15761, + "n_pred": 16245, + "n_ref": 16103 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9799078249828924, + "FN": 1778, + "FP": 659, + "IoU": 0.9606071382387172, + "TN": 113368, + "TP": 59427, + "n_pred": 60086, + "n_ref": 61205 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9489166036785084, + "FN": 918, + "FP": 704, + "IoU": 0.902798585725415, + "TN": 158545, + "TP": 15065, + "n_pred": 15769, + "n_ref": 15983 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0119.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0119.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9233983286908078, + "FN": 427, + "FP": 233, + "IoU": 0.8576972833117723, + "TN": 170594, + "TP": 3978, + "n_pred": 4211, + "n_ref": 4405 + }, + "10": { + "Dice": 0.4228831143167671, + "FN": 5007, + "FP": 834, + "IoU": 0.26813682495927826, + "TN": 167251, + "TP": 2140, + "n_pred": 2974, + "n_ref": 7147 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6176940274672629, + "FN": 1619, + "FP": 775, + "IoU": 0.4468576709796673, + "TN": 170904, + "TP": 1934, + "n_pred": 2709, + "n_ref": 3553 + }, + "13": { + "Dice": 0.04783779502613655, + "FN": 132, + "FP": 5879, + "IoU": 0.024505030834144757, + "TN": 169070, + "TP": 151, + "n_pred": 6030, + "n_ref": 283 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1124, + "IoU": 0.0, + "TN": 174108, + "TP": 0, + "n_pred": 1124, + "n_ref": 0 + }, + "3": { + "Dice": 0.9316166788588149, + "FN": 1669, + "FP": 668, + "IoU": 0.871987291849255, + "TN": 156976, + "TP": 15919, + "n_pred": 16587, + "n_ref": 17588 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 16, + "IoU": 0.0, + "TN": 175216, + "TP": 0, + "n_pred": 16, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 3267, + "FP": 0, + "IoU": 0.0, + "TN": 171965, + "TP": 0, + "n_pred": 0, + "n_ref": 3267 + }, + "8": { + "Dice": 0.9057033710877287, + "FN": 23, + "FP": 1384, + "IoU": 0.8276580107790299, + "TN": 167068, + "TP": 6757, + "n_pred": 8141, + "n_ref": 6780 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0138.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0138.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.7886407336192871, + "FN": 2417, + "FP": 441, + "IoU": 0.6510378510378511, + "TN": 517506, + "TP": 5332, + "n_pred": 5773, + "n_ref": 7749 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9880624774629443, + "FN": 2955, + "FP": 190, + "IoU": 0.9764066016504126, + "TN": 392396, + "TP": 130155, + "n_pred": 130345, + "n_ref": 133110 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 568, + "IoU": 0.0, + "TN": 525128, + "TP": 0, + "n_pred": 568, + "n_ref": 0 + }, + "2": { + "Dice": 0.9847020933977456, + "FN": 324, + "FP": 132, + "IoU": 0.9698651863600317, + "TN": 510564, + "TP": 14676, + "n_pred": 14808, + "n_ref": 15000 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9817294122134493, + "FN": 496, + "FP": 1899, + "IoU": 0.9641144740785136, + "TN": 458956, + "TP": 64345, + "n_pred": 66244, + "n_ref": 64841 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9489787480360539, + "FN": 393, + "FP": 224, + "IoU": 0.9029110936270653, + "TN": 519341, + "TP": 5738, + "n_pred": 5962, + "n_ref": 6131 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0159.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0159.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0160.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0160.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 29451, + "IoU": 0.0, + "TN": 1372405, + "TP": 0, + "n_pred": 29451, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 984, + "IoU": 0.0, + "TN": 1400872, + "TP": 0, + "n_pred": 984, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 5263, + "IoU": 0.0, + "TN": 1396593, + "TP": 0, + "n_pred": 5263, + "n_ref": 0 + }, + "15": { + "Dice": 0.2208761254439825, + "FN": 1608, + "FP": 54986, + "IoU": 0.12414881763030829, + "TN": 1337240, + "TP": 8022, + "n_pred": 63008, + "n_ref": 9630 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 3878, + "IoU": 0.0, + "TN": 1397978, + "TP": 0, + "n_pred": 3878, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7799637050479612, + "FN": 28946, + "FP": 89878, + "IoU": 0.6392954933186005, + "TN": 1072434, + "TP": 210598, + "n_pred": 300476, + "n_ref": 239544 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 73799, + "IoU": 0.0, + "TN": 1328057, + "TP": 0, + "n_pred": 73799, + "n_ref": 0 + }, + "8": { + "Dice": 0.8427876823338736, + "FN": 109, + "FP": 85, + "IoU": 0.7282913165266106, + "TN": 1401142, + "TP": 520, + "n_pred": 605, + "n_ref": 629 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0171.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0171.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5607476635514018, + "FN": 35, + "FP": 12, + "IoU": 0.38961038961038963, + "TN": 700851, + "TP": 30, + "n_pred": 42, + "n_ref": 65 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 37, + "FP": 91, + "IoU": 0.0, + "TN": 700800, + "TP": 0, + "n_pred": 91, + "n_ref": 37 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 56, + "IoU": 0.0, + "TN": 700872, + "TP": 0, + "n_pred": 56, + "n_ref": 0 + }, + "3": { + "Dice": 0.9053778080326753, + "FN": 556, + "FP": 0, + "IoU": 0.8271144278606966, + "TN": 697712, + "TP": 2660, + "n_pred": 2660, + "n_ref": 3216 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.019264278799612778, + "FN": 807, + "FP": 19455, + "IoU": 0.009725819852402132, + "TN": 680467, + "TP": 199, + "n_pred": 19654, + "n_ref": 1006 + }, + "6": { + "Dice": 0.8757940327237729, + "FN": 3054, + "FP": 2108, + "IoU": 0.7790334317880228, + "TN": 677567, + "TP": 18199, + "n_pred": 20307, + "n_ref": 21253 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 3866, + "IoU": 0.0, + "TN": 697062, + "TP": 0, + "n_pred": 3866, + "n_ref": 0 + }, + "8": { + "Dice": 0.97905377570745, + "FN": 1906, + "FP": 2721, + "IoU": 0.9589670370600285, + "TN": 588165, + "TP": 108136, + "n_pred": 110857, + "n_ref": 110042 + }, + "9": { + "Dice": 0.6342857142857142, + "FN": 317, + "FP": 451, + "IoU": 0.46443514644351463, + "TN": 699494, + "TP": 666, + "n_pred": 1117, + "n_ref": 983 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0175.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0175.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.23675255226057365, + "FN": 1118, + "FP": 2022, + "IoU": 0.13427074717397297, + "TN": 522069, + "TP": 487, + "n_pred": 2509, + "n_ref": 1605 + }, + "11": { + "Dice": 0.2490118577075099, + "FN": 0, + "FP": 760, + "IoU": 0.14221218961625282, + "TN": 524810, + "TP": 126, + "n_pred": 886, + "n_ref": 126 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.28350515463917525, + "FN": 2421, + "FP": 915, + "IoU": 0.16516516516516516, + "TN": 521700, + "TP": 660, + "n_pred": 1575, + "n_ref": 3081 + }, + "14": { + "Dice": 0.6751994805389409, + "FN": 4101, + "FP": 21910, + "IoU": 0.5096612438026655, + "TN": 472649, + "TP": 27036, + "n_pred": 48946, + "n_ref": 31137 + }, + "15": { + "Dice": 0.5945872340425532, + "FN": 9570, + "FP": 2339, + "IoU": 0.4230694700125957, + "TN": 505054, + "TP": 8733, + "n_pred": 11072, + "n_ref": 18303 + }, + "2": { + "Dice": 0.89198606271777, + "FN": 133, + "FP": 22, + "IoU": 0.8050314465408805, + "TN": 524901, + "TP": 640, + "n_pred": 662, + "n_ref": 773 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 512, + "IoU": 0.0, + "TN": 525184, + "TP": 0, + "n_pred": 512, + "n_ref": 0 + }, + "6": { + "Dice": 0.8956404851373232, + "FN": 4369, + "FP": 9295, + "IoU": 0.8110044537884865, + "TN": 453398, + "TP": 58634, + "n_pred": 67929, + "n_ref": 63003 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1438, + "IoU": 0.0, + "TN": 524258, + "TP": 0, + "n_pred": 1438, + "n_ref": 0 + }, + "8": { + "Dice": 0.9709978296816867, + "FN": 4085, + "FP": 405, + "IoU": 0.9436304972819605, + "TN": 446043, + "TP": 75163, + "n_pred": 75568, + "n_ref": 79248 + }, + "9": { + "Dice": 0.7980593759736503, + "FN": 12798, + "FP": 813, + "IoU": 0.6639757073026218, + "TN": 485190, + "TP": 26895, + "n_pred": 27708, + "n_ref": 39693 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0181.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0181.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7253012048192771, + "FN": 1333, + "FP": 35, + "IoU": 0.5689981096408318, + "TN": 172058, + "TP": 1806, + "n_pred": 1841, + "n_ref": 3139 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.30220808383233533, + "FN": 6991, + "FP": 467, + "IoU": 0.17800066130276646, + "TN": 166159, + "TP": 1615, + "n_pred": 2082, + "n_ref": 8606 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 707, + "IoU": 0.0, + "TN": 174525, + "TP": 0, + "n_pred": 707, + "n_ref": 0 + }, + "7": { + "Dice": 0.02791807737137148, + "FN": 241, + "FP": 34787, + "IoU": 0.014156651937744505, + "TN": 139701, + "TP": 503, + "n_pred": 35290, + "n_ref": 744 + }, + "8": { + "Dice": 0.9273868516683185, + "FN": 29, + "FP": 1070, + "IoU": 0.8646051496858446, + "TN": 167115, + "TP": 7018, + "n_pred": 8088, + "n_ref": 7047 + }, + "9": { + "Dice": 0.49851632047477745, + "FN": 169, + "FP": 0, + "IoU": 0.33201581027667987, + "TN": 174979, + "TP": 84, + "n_pred": 84, + "n_ref": 253 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0184.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0184.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.6732135394901797, + "FN": 632, + "FP": 2496, + "IoU": 0.5074015748031496, + "TN": 869810, + "TP": 3222, + "n_pred": 5718, + "n_ref": 3854 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9543961324936522, + "FN": 1281, + "FP": 1898, + "IoU": 0.9127702776863132, + "TN": 839716, + "TP": 33265, + "n_pred": 35163, + "n_ref": 34546 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 1535, + "FP": 0, + "IoU": 0.0, + "TN": 874625, + "TP": 0, + "n_pred": 0, + "n_ref": 1535 + }, + "6": { + "Dice": 0.9807601097065556, + "FN": 4250, + "FP": 5080, + "IoU": 0.9622465908631085, + "TN": 629030, + "TP": 237800, + "n_pred": 242880, + "n_ref": 242050 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9522842639593908, + "FN": 4887, + "FP": 283, + "IoU": 0.9089147286821705, + "TN": 819400, + "TP": 51590, + "n_pred": 51873, + "n_ref": 56477 + }, + "9": { + "Dice": 0.4907759882869693, + "FN": 1736, + "FP": 3, + "IoU": 0.32518432285603416, + "TN": 873583, + "TP": 838, + "n_pred": 841, + "n_ref": 2574 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0190.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0190.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 1685, + "FP": 0, + "IoU": 0.0, + "TN": 348779, + "TP": 0, + "n_pred": 0, + "n_ref": 1685 + }, + "10": { + "Dice": 0.43285797831661343, + "FN": 10915, + "FP": 1692, + "IoU": 0.27620851992191986, + "TN": 333046, + "TP": 4811, + "n_pred": 6503, + "n_ref": 15726 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.02, + "FN": 462, + "FP": 28, + "IoU": 0.010101010101010102, + "TN": 349969, + "TP": 5, + "n_pred": 33, + "n_ref": 467 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.29853398489560196, + "FN": 34, + "FP": 11019, + "IoU": 0.17545691906005223, + "TN": 337059, + "TP": 2352, + "n_pred": 13371, + "n_ref": 2386 + }, + "3": { + "Dice": 0.5296275912676573, + "FN": 15743, + "FP": 4769, + "IoU": 0.36019962570180913, + "TN": 318404, + "TP": 11548, + "n_pred": 16317, + "n_ref": 27291 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.5161290322580645, + "FN": 54, + "FP": 66, + "IoU": 0.34782608695652173, + "TN": 350280, + "TP": 64, + "n_pred": 130, + "n_ref": 118 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 413, + "IoU": 0.0, + "TN": 350051, + "TP": 0, + "n_pred": 413, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0192.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9684863772644552, + "FN": 6312, + "FP": 909, + "IoU": 0.9388982907429345, + "TN": 1283676, + "TP": 110959, + "n_pred": 111868, + "n_ref": 117271 + }, + "10": { + "Dice": 0.0, + "FN": 1912, + "FP": 1514, + "IoU": 0.0, + "TN": 1398430, + "TP": 0, + "n_pred": 1514, + "n_ref": 1912 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 18924, + "IoU": 0.0, + "TN": 1382932, + "TP": 0, + "n_pred": 18924, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1822, + "IoU": 0.0, + "TN": 1400034, + "TP": 0, + "n_pred": 1822, + "n_ref": 0 + }, + "3": { + "Dice": 0.9372310807390534, + "FN": 320, + "FP": 176, + "IoU": 0.881876637294594, + "TN": 1397657, + "TP": 3703, + "n_pred": 3879, + "n_ref": 4023 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7834212037375372, + "FN": 5923, + "FP": 2375, + "IoU": 0.6439543465202094, + "TN": 1378550, + "TP": 15008, + "n_pred": 17383, + "n_ref": 20931 + }, + "6": { + "Dice": 0.8723357261181668, + "FN": 740, + "FP": 1572, + "IoU": 0.7735775144452062, + "TN": 1391645, + "TP": 7899, + "n_pred": 9471, + "n_ref": 8639 + }, + "7": { + "Dice": 0.9496450709522306, + "FN": 3504, + "FP": 11492, + "IoU": 0.9041182601134263, + "TN": 1245455, + "TP": 141405, + "n_pred": 152897, + "n_ref": 144909 + }, + "8": { + "Dice": 0.9744043928792844, + "FN": 704, + "FP": 163, + "IoU": 0.9500863557858377, + "TN": 1384486, + "TP": 16503, + "n_pred": 16666, + "n_ref": 17207 + }, + "9": { + "Dice": 0.8482119205298013, + "FN": 172, + "FP": 401, + "IoU": 0.7364305427782889, + "TN": 1399682, + "TP": 1601, + "n_pred": 2002, + "n_ref": 1773 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0242.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0242.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8529772789899547, + "FN": 1484, + "FP": 4385, + "IoU": 0.7436446230453394, + "TN": 327570, + "TP": 17025, + "n_pred": 21410, + "n_ref": 18509 + }, + "15": { + "Dice": 0.8364261790531367, + "FN": 3184, + "FP": 4044, + "IoU": 0.7188423836937918, + "TN": 324756, + "TP": 18480, + "n_pred": 22524, + "n_ref": 21664 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0249.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0249.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.7636336470939787, + "FN": 1240, + "FP": 5088, + "IoU": 0.617643504531722, + "TN": 333914, + "TP": 10222, + "n_pred": 15310, + "n_ref": 11462 + }, + "15": { + "Dice": 0.8812241601677856, + "FN": 11879, + "FP": 7829, + "IoU": 0.7876682073327085, + "TN": 257647, + "TP": 73109, + "n_pred": 80938, + "n_ref": 84988 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9534331540437079, + "FN": 1794, + "FP": 128, + "IoU": 0.911010278729512, + "TN": 328866, + "TP": 19676, + "n_pred": 19804, + "n_ref": 21470 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0259.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0259.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8684883372137868, + "FN": 1835, + "FP": 7372, + "IoU": 0.7675469602100585, + "TN": 310856, + "TP": 30401, + "n_pred": 37773, + "n_ref": 32236 + }, + "15": { + "Dice": 0.6482333640110439, + "FN": 388, + "FP": 17194, + "IoU": 0.4795453199928956, + "TN": 316682, + "TP": 16200, + "n_pred": 33394, + "n_ref": 16588 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0299.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0299.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8896090878717007, + "FN": 2633, + "FP": 3975, + "IoU": 0.8011674790876813, + "TN": 667694, + "TP": 26626, + "n_pred": 30601, + "n_ref": 29259 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 90, + "IoU": 0.0, + "TN": 700838, + "TP": 0, + "n_pred": 90, + "n_ref": 0 + }, + "13": { + "Dice": 0.4936537547093895, + "FN": 11437, + "FP": 2406, + "IoU": 0.3277159924238745, + "TN": 680337, + "TP": 6748, + "n_pred": 9154, + "n_ref": 18185 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8755464280475282, + "FN": 7601, + "FP": 883, + "IoU": 0.7786416886268166, + "TN": 662601, + "TP": 29843, + "n_pred": 30726, + "n_ref": 37444 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 6146, + "IoU": 0.0, + "TN": 694782, + "TP": 0, + "n_pred": 6146, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 36619, + "IoU": 0.0, + "TN": 664309, + "TP": 0, + "n_pred": 36619, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9670841925152459, + "FN": 2730, + "FP": 3272, + "IoU": 0.936266233421469, + "TN": 606755, + "TP": 88171, + "n_pred": 91443, + "n_ref": 90901 + }, + "7": { + "Dice": 0.9700550667763782, + "FN": 2196, + "FP": 7266, + "IoU": 0.9418513898021768, + "TN": 538207, + "TP": 153259, + "n_pred": 160525, + "n_ref": 155455 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0307.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0307.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8373082377207683, + "FN": 168, + "FP": 2356, + "IoU": 0.7201463576893226, + "TN": 516677, + "TP": 6495, + "n_pred": 8851, + "n_ref": 6663 + }, + "11": { + "Dice": 0.7423330467182574, + "FN": 1612, + "FP": 186, + "IoU": 0.5902461257976299, + "TN": 521308, + "TP": 2590, + "n_pred": 2776, + "n_ref": 4202 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7046163129840088, + "FN": 11352, + "FP": 396, + "IoU": 0.543944099378882, + "TN": 499936, + "TP": 14012, + "n_pred": 14408, + "n_ref": 25364 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7540058966799128, + "FN": 1465, + "FP": 454, + "IoU": 0.6051440329218107, + "TN": 520836, + "TP": 2941, + "n_pred": 3395, + "n_ref": 4406 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.6788567751622071, + "FN": 1736, + "FP": 4253, + "IoU": 0.5138404091241172, + "TN": 513377, + "TP": 6330, + "n_pred": 10583, + "n_ref": 8066 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 75, + "IoU": 0.0, + "TN": 525621, + "TP": 0, + "n_pred": 75, + "n_ref": 0 + }, + "6": { + "Dice": 0.9826982710016914, + "FN": 1730, + "FP": 4162, + "IoU": 0.9659850592894503, + "TN": 352478, + "TP": 167326, + "n_pred": 171488, + "n_ref": 169056 + }, + "7": { + "Dice": 0.8861706919851693, + "FN": 5778, + "FP": 792, + "IoU": 0.7956072672971628, + "TN": 493552, + "TP": 25574, + "n_pred": 26366, + "n_ref": 31352 + }, + "8": { + "Dice": 0.9715268858894516, + "FN": 903, + "FP": 272, + "IoU": 0.9446303190236087, + "TN": 504475, + "TP": 20046, + "n_pred": 20318, + "n_ref": 20949 + }, + "9": { + "Dice": 0.9186790449484087, + "FN": 2086, + "FP": 901, + "IoU": 0.8495896067274283, + "TN": 505837, + "TP": 16872, + "n_pred": 17773, + "n_ref": 18958 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0320.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0320.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 341, + "IoU": 0.0, + "TN": 525355, + "TP": 0, + "n_pred": 341, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 104947, + "IoU": 0.0, + "TN": 420749, + "TP": 0, + "n_pred": 104947, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0036410009980408827, + "FN": 107818, + "FP": 0, + "IoU": 0.0018238207656344025, + "TN": 417681, + "TP": 197, + "n_pred": 197, + "n_ref": 108015 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0330.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0330.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0341.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0341.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 1517, + "IoU": 0.0, + "TN": 348947, + "TP": 0, + "n_pred": 1517, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8763649599611745, + "FN": 1355, + "FP": 683, + "IoU": 0.7799373717741065, + "TN": 341203, + "TP": 7223, + "n_pred": 7906, + "n_ref": 8578 + }, + "6": { + "Dice": 0.07737397420867527, + "FN": 167, + "FP": 620, + "IoU": 0.04024390243902439, + "TN": 349644, + "TP": 33, + "n_pred": 653, + "n_ref": 200 + }, + "7": { + "Dice": 0.9275246735121124, + "FN": 1947, + "FP": 234, + "IoU": 0.8648447666852574, + "TN": 334327, + "TP": 13956, + "n_pred": 14190, + "n_ref": 15903 + }, + "8": { + "Dice": 0.9505773280382153, + "FN": 1155, + "FP": 2342, + "IoU": 0.9058097880248875, + "TN": 313337, + "TP": 33630, + "n_pred": 35972, + "n_ref": 34785 + }, + "9": { + "Dice": 0.941928480974492, + "FN": 794, + "FP": 169, + "IoU": 0.890231391770204, + "TN": 341691, + "TP": 7810, + "n_pred": 7979, + "n_ref": 8604 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0398.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0398.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": 0.6251958601822274, + "FN": 2762.097777777778, + "FP": 2099.233333333333, + "IoU": 0.5433073515289721, + "TN": 486446.50000000006, + "TP": 11023.902222222221, + "n_pred": 13123.135555555553, + "n_ref": 13786.0 + }, + "mean": { + "1": { + "Dice": 0.67830993200342, + "FN": 2620.3, + "FP": 138.4, + "IoU": 0.594629777556552, + "TN": 489572.7, + "TP": 10000.333333333334, + "n_pred": 10138.733333333334, + "n_ref": 12620.633333333333 + }, + "10": { + "Dice": 0.44815701659924545, + "FN": 2117.2, + "FP": 1153.7, + "IoU": 0.36853279428175684, + "TN": 495419.4, + "TP": 3641.4333333333334, + "n_pred": 4795.133333333333, + "n_ref": 5758.633333333333 + }, + "11": { + "Dice": 0.6294704153152503, + "FN": 114.26666666666667, + "FP": 235.36666666666667, + "IoU": 0.4806962335117277, + "TN": 501609.86666666664, + "TP": 372.23333333333335, + "n_pred": 607.6, + "n_ref": 486.5 + }, + "12": { + "Dice": 0.37360076150240323, + "FN": 191.83333333333334, + "FP": 89.03333333333333, + "IoU": 0.3001770178939592, + "TN": 501672.73333333334, + "TP": 378.1333333333333, + "n_pred": 467.1666666666667, + "n_ref": 569.9666666666667 + }, + "13": { + "Dice": 0.43320393663051543, + "FN": 2761.5666666666666, + "FP": 1223.0666666666666, + "IoU": 0.3374004444121326, + "TN": 494909.4, + "TP": 3437.7, + "n_pred": 4660.766666666666, + "n_ref": 6199.266666666666 + }, + "14": { + "Dice": 0.7322014007538482, + "FN": 852.4333333333333, + "FP": 221.1, + "IoU": 0.685800909681387, + "TN": 489415.26666666666, + "TP": 11842.933333333332, + "n_pred": 12064.033333333333, + "n_ref": 12695.366666666667 + }, + "15": { + "Dice": 0.6494058012996948, + "FN": 1257.1666666666667, + "FP": 651.2333333333333, + "IoU": 0.557502580420722, + "TN": 494367.13333333336, + "TP": 6056.2, + "n_pred": 6707.433333333333, + "n_ref": 7313.366666666667 + }, + "2": { + "Dice": 0.6692600201041708, + "FN": 3247.866666666667, + "FP": 1949.7666666666667, + "IoU": 0.6045358127538171, + "TN": 488985.5333333333, + "TP": 8148.566666666667, + "n_pred": 10098.333333333334, + "n_ref": 11396.433333333332 + }, + "3": { + "Dice": 0.4772173232783333, + "FN": 5879.5, + "FP": 2985.5333333333333, + "IoU": 0.4178249852131195, + "TN": 489317.63333333336, + "TP": 4149.066666666667, + "n_pred": 7134.6, + "n_ref": 10028.566666666668 + }, + "4": { + "Dice": 0.501328982675775, + "FN": 824.6666666666666, + "FP": 717.3666666666667, + "IoU": 0.4467752685391555, + "TN": 496698.76666666666, + "TP": 4090.9333333333334, + "n_pred": 4808.3, + "n_ref": 4915.6 + }, + "5": { + "Dice": 0.7616140652339113, + "FN": 735.0333333333333, + "FP": 218.8, + "IoU": 0.6221825129892192, + "TN": 499862.93333333335, + "TP": 1514.9666666666667, + "n_pred": 1733.7666666666667, + "n_ref": 2250.0 + }, + "6": { + "Dice": 0.8494575275397616, + "FN": 9151.433333333332, + "FP": 14504.466666666667, + "IoU": 0.7822136935656014, + "TN": 409055.6666666667, + "TP": 69620.16666666667, + "n_pred": 84124.63333333333, + "n_ref": 78771.6 + }, + "7": { + "Dice": 0.5682963689847934, + "FN": 10248.9, + "FP": 5564.8, + "IoU": 0.47842777009793147, + "TN": 460042.76666666666, + "TP": 26475.266666666666, + "n_pred": 32040.066666666666, + "n_ref": 36724.166666666664 + }, + "8": { + "Dice": 0.8937595457120463, + "FN": 367.7, + "FP": 402.93333333333334, + "IoU": 0.846242138846512, + "TN": 492122.26666666666, + "TP": 9438.833333333334, + "n_pred": 9841.766666666666, + "n_ref": 9806.533333333333 + }, + "9": { + "Dice": 0.7126548051002425, + "FN": 1061.6, + "FP": 1432.9333333333334, + "IoU": 0.6266683331709899, + "TN": 493645.43333333335, + "TP": 6191.766666666666, + "n_pred": 7624.7, + "n_ref": 7253.366666666667 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9572382449937656, + "FN": 11771, + "FP": 1364, + "IoU": 0.9179836529275496, + "TN": 1416937, + "TP": 147016, + "n_pred": 148380, + "n_ref": 158787 + }, + "10": { + "Dice": 0.0, + "FN": 1917, + "FP": 810, + "IoU": 0.0, + "TN": 1574361, + "TP": 0, + "n_pred": 810, + "n_ref": 1917 + }, + "11": { + "Dice": 0.3784200385356455, + "FN": 1017, + "FP": 2209, + "IoU": 0.23336501901140685, + "TN": 1572880, + "TP": 982, + "n_pred": 3191, + "n_ref": 1999 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 4268, + "IoU": 0.0, + "TN": 1572820, + "TP": 0, + "n_pred": 4268, + "n_ref": 0 + }, + "14": { + "Dice": 0.9814287722257362, + "FN": 3399, + "FP": 829, + "IoU": 0.963534748934849, + "TN": 1461142, + "TP": 111718, + "n_pred": 112547, + "n_ref": 115117 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9616236689773459, + "FN": 208, + "FP": 329, + "IoU": 0.9260839642119753, + "TN": 1569823, + "TP": 6728, + "n_pred": 7057, + "n_ref": 6936 + }, + "3": { + "Dice": 0.0, + "FN": 656, + "FP": 3508, + "IoU": 0.0, + "TN": 1572924, + "TP": 0, + "n_pred": 3508, + "n_ref": 656 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6705813797122238, + "FN": 5971, + "FP": 1378, + "IoU": 0.5044170207026771, + "TN": 1562259, + "TP": 7480, + "n_pred": 8858, + "n_ref": 13451 + }, + "6": { + "Dice": 0.944376406064882, + "FN": 14035, + "FP": 36107, + "IoU": 0.8946147201432544, + "TN": 1101291, + "TP": 425655, + "n_pred": 461762, + "n_ref": 439690 + }, + "7": { + "Dice": 0.6941850790422484, + "FN": 1223, + "FP": 5393, + "IoU": 0.5316106194690265, + "TN": 1562963, + "TP": 7509, + "n_pred": 12902, + "n_ref": 8732 + }, + "8": { + "Dice": 0.9255811875437473, + "FN": 2664, + "FP": 2333, + "IoU": 0.8614715014415614, + "TN": 1541016, + "TP": 31075, + "n_pred": 33408, + "n_ref": 33739 + }, + "9": { + "Dice": 0.5640293909773434, + "FN": 13424, + "FP": 19269, + "IoU": 0.3927861666759533, + "TN": 1523247, + "TP": 21148, + "n_pred": 40417, + "n_ref": 34572 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0006.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0006.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9735026138909634, + "FN": 831, + "FP": 1830, + "IoU": 0.9483732029567545, + "TN": 474153, + "TP": 48882, + "n_pred": 50712, + "n_ref": 49713 + }, + "10": { + "Dice": 0.7564018384766907, + "FN": 3552, + "FP": 1271, + "IoU": 0.6082365364308342, + "TN": 513385, + "TP": 7488, + "n_pred": 8759, + "n_ref": 11040 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.016101979201610196, + "FN": 2883, + "FP": 50, + "IoU": 0.008116334122421373, + "TN": 522739, + "TP": 24, + "n_pred": 74, + "n_ref": 2907 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2371, + "IoU": 0.0, + "TN": 523325, + "TP": 0, + "n_pred": 2371, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.909025456415531, + "FN": 752, + "FP": 1017, + "IoU": 0.8332233430753276, + "TN": 515089, + "TP": 8838, + "n_pred": 9855, + "n_ref": 9590 + }, + "7": { + "Dice": 0.79470892668969, + "FN": 104403, + "FP": 992, + "IoU": 0.6593502136434449, + "TN": 216302, + "TP": 203999, + "n_pred": 204991, + "n_ref": 308402 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0011.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0011.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 884, + "IoU": 0.0, + "TN": 174348, + "TP": 0, + "n_pred": 884, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9553886179594319, + "FN": 1261, + "FP": 2700, + "IoU": 0.9145876010781672, + "TN": 128857, + "TP": 42414, + "n_pred": 45114, + "n_ref": 43675 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.969483513322293, + "FN": 1934, + "FP": 1991, + "IoU": 0.9407743843553839, + "TN": 108960, + "TP": 62347, + "n_pred": 64338, + "n_ref": 64281 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 119, + "IoU": 0.0, + "TN": 175113, + "TP": 0, + "n_pred": 119, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0058.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0058.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 350460, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.6633906633906634, + "FN": 434, + "FP": 1210, + "IoU": 0.4963235294117647, + "TN": 347200, + "TP": 1620, + "n_pred": 2830, + "n_ref": 2054 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 37, + "IoU": 0.0, + "TN": 350427, + "TP": 0, + "n_pred": 37, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.952546152893074, + "FN": 87, + "FP": 296, + "IoU": 0.9093920037851905, + "TN": 346237, + "TP": 3844, + "n_pred": 4140, + "n_ref": 3931 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9685617185418001, + "FN": 8910, + "FP": 2533, + "IoU": 0.9390399173205904, + "TN": 162751, + "TP": 176270, + "n_pred": 178803, + "n_ref": 185180 + }, + "7": { + "Dice": 0.9138821908370651, + "FN": 369, + "FP": 131, + "IoU": 0.8414208690136378, + "TN": 347311, + "TP": 2653, + "n_pred": 2784, + "n_ref": 3022 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8719058160595693, + "FN": 1063, + "FP": 1483, + "IoU": 0.7729016144857729, + "TN": 339253, + "TP": 8665, + "n_pred": 10148, + "n_ref": 9728 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0064.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0064.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.391304347826087, + "FN": 2, + "FP": 26, + "IoU": 0.24324324324324326, + "TN": 525659, + "TP": 9, + "n_pred": 35, + "n_ref": 11 + }, + "10": { + "Dice": 0.034619334017896436, + "FN": 6578, + "FP": 3, + "IoU": 0.01761456933870727, + "TN": 518997, + "TP": 118, + "n_pred": 121, + "n_ref": 6696 + }, + "11": { + "Dice": 0.7560975609756098, + "FN": 348, + "FP": 632, + "IoU": 0.6078431372549019, + "TN": 523197, + "TP": 1519, + "n_pred": 2151, + "n_ref": 1867 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9066160177271289, + "FN": 1319, + "FP": 156, + "IoU": 0.829183555298205, + "TN": 517061, + "TP": 7160, + "n_pred": 7316, + "n_ref": 8479 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9510867373684423, + "FN": 3182, + "FP": 4096, + "IoU": 0.9067353529140397, + "TN": 447660, + "TP": 70758, + "n_pred": 74854, + "n_ref": 73940 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8892337249685953, + "FN": 925, + "FP": 574, + "IoU": 0.8005588078765301, + "TN": 518180, + "TP": 6017, + "n_pred": 6591, + "n_ref": 6942 + }, + "6": { + "Dice": 0.5716054569173281, + "FN": 2230, + "FP": 94645, + "IoU": 0.4001733692455342, + "TN": 364191, + "TP": 64630, + "n_pred": 159275, + "n_ref": 66860 + }, + "7": { + "Dice": 0.6844700429374271, + "FN": 96894, + "FP": 181, + "IoU": 0.5202998527420614, + "TN": 323330, + "TP": 105291, + "n_pred": 105472, + "n_ref": 202185 + }, + "8": { + "Dice": 0.9544921875, + "FN": 431, + "FP": 501, + "IoU": 0.9129460115822903, + "TN": 514990, + "TP": 9774, + "n_pred": 10275, + "n_ref": 10205 + }, + "9": { + "Dice": 0.6942538593481989, + "FN": 1184, + "FP": 242, + "IoU": 0.5316912972085386, + "TN": 522651, + "TP": 1619, + "n_pred": 1861, + "n_ref": 2803 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0069.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0069.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 51, + "IoU": 0.0, + "TN": 175181, + "TP": 0, + "n_pred": 51, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 17, + "IoU": 0.0, + "TN": 175215, + "TP": 0, + "n_pred": 17, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0076.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0076.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0077.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0077.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 186, + "FP": 0, + "IoU": 0.0, + "TN": 350278, + "TP": 0, + "n_pred": 0, + "n_ref": 186 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6821015138023152, + "FN": 780, + "FP": 291, + "IoU": 0.5175675675675676, + "TN": 348244, + "TP": 1149, + "n_pred": 1440, + "n_ref": 1929 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.898726784254176, + "FN": 1806, + "FP": 795, + "IoU": 0.816079762409843, + "TN": 336322, + "TP": 11541, + "n_pred": 12336, + "n_ref": 13347 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.984482025257044, + "FN": 1079, + "FP": 3153, + "IoU": 0.9694383061080059, + "TN": 211990, + "TP": 134242, + "n_pred": 137395, + "n_ref": 135321 + }, + "7": { + "Dice": 0.45901639344262296, + "FN": 260, + "FP": 136, + "IoU": 0.2978723404255319, + "TN": 349900, + "TP": 168, + "n_pred": 304, + "n_ref": 428 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0081.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0081.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8040363902541043, + "FN": 1424, + "FP": 2324, + "IoU": 0.6722916848823992, + "TN": 514259, + "TP": 7689, + "n_pred": 10013, + "n_ref": 9113 + }, + "11": { + "Dice": 0.7678894555025497, + "FN": 221, + "FP": 1190, + "IoU": 0.6232309746328438, + "TN": 521951, + "TP": 2334, + "n_pred": 3524, + "n_ref": 2555 + }, + "12": { + "Dice": 0.7638321574452284, + "FN": 946, + "FP": 326, + "IoU": 0.6179032742565335, + "TN": 522367, + "TP": 2057, + "n_pred": 2383, + "n_ref": 3003 + }, + "13": { + "Dice": 0.718275760259817, + "FN": 2676, + "FP": 2095, + "IoU": 0.5603980466230535, + "TN": 514843, + "TP": 6082, + "n_pred": 8177, + "n_ref": 8758 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9616549914124163, + "FN": 1288, + "FP": 699, + "IoU": 0.9261420659406014, + "TN": 498793, + "TP": 24916, + "n_pred": 25615, + "n_ref": 26204 + }, + "3": { + "Dice": 0.9181811546602437, + "FN": 458, + "FP": 2905, + "IoU": 0.8487383618944812, + "TN": 503463, + "TP": 18870, + "n_pred": 21775, + "n_ref": 19328 + }, + "4": { + "Dice": 0.3671222475322703, + "FN": 1002, + "FP": 2332, + "IoU": 0.22483143455010463, + "TN": 521395, + "TP": 967, + "n_pred": 3299, + "n_ref": 1969 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8905778487168616, + "FN": 1717, + "FP": 15833, + "IoU": 0.8027402803223594, + "TN": 436727, + "TP": 71419, + "n_pred": 87252, + "n_ref": 73136 + }, + "7": { + "Dice": 0.9290628859200334, + "FN": 20384, + "FP": 1731, + "IoU": 0.8675232875071135, + "TN": 358761, + "TP": 144820, + "n_pred": 146551, + "n_ref": 165204 + }, + "8": { + "Dice": 0.9294896270841289, + "FN": 764, + "FP": 344, + "IoU": 0.8682677446201403, + "TN": 517285, + "TP": 7303, + "n_pred": 7647, + "n_ref": 8067 + }, + "9": { + "Dice": 0.9083311705164807, + "FN": 1785, + "FP": 1747, + "IoU": 0.8320574390185916, + "TN": 504665, + "TP": 17499, + "n_pred": 19246, + "n_ref": 19284 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0086.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0086.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0102.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0102.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0118.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0118.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0170.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0170.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7999926101093704, + "FN": 7338, + "FP": 3488, + "IoU": 0.6666564029928873, + "TN": 493219, + "TP": 21651, + "n_pred": 25139, + "n_ref": 28989 + }, + "11": { + "Dice": 0.34285714285714286, + "FN": 0, + "FP": 23, + "IoU": 0.20689655172413793, + "TN": 525667, + "TP": 6, + "n_pred": 29, + "n_ref": 6 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8419004103735669, + "FN": 2133, + "FP": 5341, + "IoU": 0.7269671951486812, + "TN": 498322, + "TP": 19900, + "n_pred": 25241, + "n_ref": 22033 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8814392922255042, + "FN": 7887, + "FP": 502, + "IoU": 0.7880120284032042, + "TN": 486123, + "TP": 31184, + "n_pred": 31686, + "n_ref": 39071 + }, + "5": { + "Dice": 0.7094896176984281, + "FN": 2625, + "FP": 369, + "IoU": 0.5497744360902256, + "TN": 519046, + "TP": 3656, + "n_pred": 4025, + "n_ref": 6281 + }, + "6": { + "Dice": 0.9452760709460931, + "FN": 4232, + "FP": 5814, + "IoU": 0.8962308002189834, + "TN": 428885, + "TP": 86765, + "n_pred": 92579, + "n_ref": 90997 + }, + "7": { + "Dice": 0.7030104859623407, + "FN": 7812, + "FP": 2724, + "IoU": 0.5420325132574111, + "TN": 502690, + "TP": 12470, + "n_pred": 15194, + "n_ref": 20282 + }, + "8": { + "Dice": 0.9407836590395757, + "FN": 656, + "FP": 1756, + "IoU": 0.8881883923604673, + "TN": 504124, + "TP": 19160, + "n_pred": 20916, + "n_ref": 19816 + }, + "9": { + "Dice": 0.8432382563235181, + "FN": 3868, + "FP": 4288, + "IoU": 0.7289645088395587, + "TN": 495604, + "TP": 21936, + "n_pred": 26224, + "n_ref": 25804 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0180.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0180.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.39225296980836655, + "FN": 1359, + "FP": 16496, + "IoU": 0.24397679637549222, + "TN": 677311, + "TP": 5762, + "n_pred": 22258, + "n_ref": 7121 + }, + "11": { + "Dice": 0.7595428078499029, + "FN": 401, + "FP": 714, + "IoU": 0.6123087621696801, + "TN": 698052, + "TP": 1761, + "n_pred": 2475, + "n_ref": 2162 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 68, + "IoU": 0.0, + "TN": 700860, + "TP": 0, + "n_pred": 68, + "n_ref": 0 + }, + "13": { + "Dice": 0.5251110014800198, + "FN": 3228, + "FP": 1585, + "IoU": 0.35603425207385603, + "TN": 693454, + "TP": 2661, + "n_pred": 4246, + "n_ref": 5889 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9702304926214851, + "FN": 647, + "FP": 868, + "IoU": 0.942182192878678, + "TN": 674725, + "TP": 24688, + "n_pred": 25556, + "n_ref": 25335 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0001313370107696349, + "FN": 1720, + "FP": 13506, + "IoU": 6.567281802062127e-05, + "TN": 685701, + "TP": 1, + "n_pred": 13507, + "n_ref": 1721 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8133441946430656, + "FN": 133995, + "FP": 8300, + "IoU": 0.6854086846172043, + "TN": 248611, + "TP": 310022, + "n_pred": 318322, + "n_ref": 444017 + }, + "7": { + "Dice": 0.007318243621530832, + "FN": 19906, + "FP": 29740, + "IoU": 0.0036725601557326057, + "TN": 651099, + "TP": 183, + "n_pred": 29923, + "n_ref": 20089 + }, + "8": { + "Dice": 0.9198606271777003, + "FN": 158, + "FP": 3, + "IoU": 0.8516129032258064, + "TN": 699843, + "TP": 924, + "n_pred": 927, + "n_ref": 1082 + }, + "9": { + "Dice": 0.8963713631905852, + "FN": 700, + "FP": 3421, + "IoU": 0.8122037914691943, + "TN": 678984, + "TP": 17823, + "n_pred": 21244, + "n_ref": 18523 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0193.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0193.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8427453263471117, + "FN": 925, + "FP": 1506, + "IoU": 0.7282280603689212, + "TN": 341519, + "TP": 6514, + "n_pred": 8020, + "n_ref": 7439 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8165137614678899, + "FN": 1201, + "FP": 159, + "IoU": 0.689922480620155, + "TN": 346078, + "TP": 3026, + "n_pred": 3185, + "n_ref": 4227 + }, + "13": { + "Dice": 0.0, + "FN": 3688, + "FP": 0, + "IoU": 0.0, + "TN": 346776, + "TP": 0, + "n_pred": 0, + "n_ref": 3688 + }, + "14": { + "Dice": 0.973095022051531, + "FN": 5653, + "FP": 722, + "IoU": 0.9475998684859445, + "TN": 228804, + "TP": 115285, + "n_pred": 116007, + "n_ref": 120938 + }, + "15": { + "Dice": 0.8996253204496154, + "FN": 496, + "FP": 522, + "IoU": 0.8175627240143369, + "TN": 344884, + "TP": 4562, + "n_pred": 5084, + "n_ref": 5058 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9447640966628308, + "FN": 40, + "FP": 56, + "IoU": 0.8953107960741549, + "TN": 349547, + "TP": 821, + "n_pred": 877, + "n_ref": 861 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9615702479338843, + "FN": 212, + "FP": 160, + "IoU": 0.9259848786311182, + "TN": 345438, + "TP": 4654, + "n_pred": 4814, + "n_ref": 4866 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 162, + "IoU": 0.0, + "TN": 350302, + "TP": 0, + "n_pred": 162, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0195.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0195.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.059695923887697046, + "FN": 20162, + "FP": 0, + "IoU": 0.030766272473800597, + "TN": 329662, + "TP": 640, + "n_pred": 640, + "n_ref": 20802 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.548842354197658, + "FN": 8446, + "FP": 15210, + "IoU": 0.3782100144565646, + "TN": 312419, + "TP": 14389, + "n_pred": 29599, + "n_ref": 22835 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.6850079744816587, + "FN": 54, + "FP": 736, + "IoU": 0.5209217707701638, + "TN": 348815, + "TP": 859, + "n_pred": 1595, + "n_ref": 913 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8074137931034483, + "FN": 1455, + "FP": 779, + "IoU": 0.6770276131270783, + "TN": 343547, + "TP": 4683, + "n_pred": 5462, + "n_ref": 6138 + }, + "7": { + "Dice": 0.7948057673617026, + "FN": 18665, + "FP": 1814, + "IoU": 0.6594835469978882, + "TN": 290323, + "TP": 39662, + "n_pred": 41476, + "n_ref": 58327 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9151833287287366, + "FN": 1401, + "FP": 748, + "IoU": 0.8436294841009969, + "TN": 336721, + "TP": 11594, + "n_pred": 12342, + "n_ref": 12995 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0212.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0212.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9819798760036589, + "FN": 1585, + "FP": 1961, + "IoU": 0.9645977057396444, + "TN": 250301, + "TP": 96617, + "n_pred": 98578, + "n_ref": 98202 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0217.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0217.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9215686274509803, + "FN": 43, + "FP": 5, + "IoU": 0.8545454545454545, + "TN": 174902, + "TP": 282, + "n_pred": 287, + "n_ref": 325 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9734968633255797, + "FN": 366, + "FP": 1890, + "IoU": 0.9483622879901119, + "TN": 131543, + "TP": 41433, + "n_pred": 43323, + "n_ref": 41799 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0226.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0226.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0235.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0235.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1288, + "IoU": 0.0, + "TN": 524408, + "TP": 0, + "n_pred": 1288, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8602256007846983, + "FN": 665, + "FP": 190, + "IoU": 0.7547332185886403, + "TN": 522210, + "TP": 2631, + "n_pred": 2821, + "n_ref": 3296 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.11041852181656278, + "FN": 290, + "FP": 4705, + "IoU": 0.058435438265786996, + "TN": 520391, + "TP": 310, + "n_pred": 5015, + "n_ref": 600 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 106, + "IoU": 0.0, + "TN": 525590, + "TP": 0, + "n_pred": 106, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6657256725340418, + "FN": 3029, + "FP": 997, + "IoU": 0.4989421281891724, + "TN": 517661, + "TP": 4009, + "n_pred": 5006, + "n_ref": 7038 + }, + "6": { + "Dice": 0.9165696663693671, + "FN": 2645, + "FP": 2874, + "IoU": 0.8459885586716896, + "TN": 489861, + "TP": 30316, + "n_pred": 33190, + "n_ref": 32961 + }, + "7": { + "Dice": 0.0786562150055991, + "FN": 1446, + "FP": 19123, + "IoU": 0.04093812654450506, + "TN": 504249, + "TP": 878, + "n_pred": 20001, + "n_ref": 2324 + }, + "8": { + "Dice": 0.9522769942802253, + "FN": 1629, + "FP": 557, + "IoU": 0.9089014835805967, + "TN": 501700, + "TP": 21810, + "n_pred": 22367, + "n_ref": 23439 + }, + "9": { + "Dice": 0.8581287044877223, + "FN": 4325, + "FP": 2377, + "IoU": 0.7515108820585072, + "TN": 498725, + "TP": 20269, + "n_pred": 22646, + "n_ref": 24594 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0245.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0245.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7676767676767676, + "FN": 12, + "FP": 34, + "IoU": 0.6229508196721312, + "TN": 700806, + "TP": 76, + "n_pred": 110, + "n_ref": 88 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1272, + "IoU": 0.0, + "TN": 699656, + "TP": 0, + "n_pred": 1272, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 20905, + "IoU": 0.0, + "TN": 680023, + "TP": 0, + "n_pred": 20905, + "n_ref": 0 + }, + "3": { + "Dice": 0.843932271263167, + "FN": 27575, + "FP": 1109, + "IoU": 0.7300024473352285, + "TN": 594690, + "TP": 77554, + "n_pred": 78663, + "n_ref": 105129 + }, + "4": { + "Dice": 0.9513245943716198, + "FN": 1483, + "FP": 1703, + "IoU": 0.9071678321678321, + "TN": 666608, + "TP": 31134, + "n_pred": 32837, + "n_ref": 32617 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9698715766131496, + "FN": 1411, + "FP": 2040, + "IoU": 0.9415055002796753, + "TN": 641931, + "TP": 55546, + "n_pred": 57586, + "n_ref": 56957 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 313, + "IoU": 0.0, + "TN": 700615, + "TP": 0, + "n_pred": 313, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0248.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0248.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 84, + "FP": 0, + "IoU": 0.0, + "TN": 525612, + "TP": 0, + "n_pred": 0, + "n_ref": 84 + }, + "15": { + "Dice": 0.6191536748329621, + "FN": 14, + "FP": 157, + "IoU": 0.4483870967741935, + "TN": 525386, + "TP": 139, + "n_pred": 296, + "n_ref": 153 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.7715582450832073, + "FN": 151, + "FP": 0, + "IoU": 0.6280788177339901, + "TN": 525290, + "TP": 255, + "n_pred": 255, + "n_ref": 406 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9124508519003932, + "FN": 1462, + "FP": 1210, + "IoU": 0.838997348758737, + "TN": 509100, + "TP": 13924, + "n_pred": 15134, + "n_ref": 15386 + }, + "7": { + "Dice": 0.9957667773251305, + "FN": 915, + "FP": 466, + "IoU": 0.9915692439180733, + "TN": 361891, + "TP": 162424, + "n_pred": 162890, + "n_ref": 163339 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0263.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0263.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9006939459200766, + "FN": 1135, + "FP": 3015, + "IoU": 0.8193295602960383, + "TN": 152262, + "TP": 18820, + "n_pred": 21835, + "n_ref": 19955 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7641830065359477, + "FN": 1207, + "FP": 597, + "IoU": 0.6183625978421832, + "TN": 170505, + "TP": 2923, + "n_pred": 3520, + "n_ref": 4130 + }, + "13": { + "Dice": 0.42006563525550866, + "FN": 1067, + "FP": 170, + "IoU": 0.2658753709198813, + "TN": 173547, + "TP": 448, + "n_pred": 618, + "n_ref": 1515 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.922251272877391, + "FN": 480, + "FP": 85, + "IoU": 0.8557201225740552, + "TN": 171316, + "TP": 3351, + "n_pred": 3436, + "n_ref": 3831 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.9653283573105399, + "FN": 938, + "FP": 214, + "IoU": 0.9329803944383036, + "TN": 158043, + "TP": 16037, + "n_pred": 16251, + "n_ref": 16975 + }, + "8": { + "Dice": 0.9593513282833671, + "FN": 397, + "FP": 365, + "IoU": 0.92187820381382, + "TN": 165478, + "TP": 8992, + "n_pred": 9357, + "n_ref": 9389 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0332.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0332.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.4508670520231214, + "FN": 6909, + "FP": 2686, + "IoU": 0.291044776119403, + "TN": 862626, + "TP": 3939, + "n_pred": 6625, + "n_ref": 10848 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6502050498938735, + "FN": 32259, + "FP": 4162, + "IoU": 0.48170653612443254, + "TN": 805889, + "TP": 33850, + "n_pred": 38012, + "n_ref": 66109 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.91188760601186, + "FN": 8957, + "FP": 300, + "IoU": 0.8380454179642395, + "TN": 819002, + "TP": 47901, + "n_pred": 48201, + "n_ref": 56858 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9588596968609242, + "FN": 450, + "FP": 3103, + "IoU": 0.9209706837492772, + "TN": 831202, + "TP": 41405, + "n_pred": 44508, + "n_ref": 41855 + }, + "7": { + "Dice": 0.5369749679155712, + "FN": 3319, + "FP": 33842, + "IoU": 0.36703060859493436, + "TN": 817451, + "TP": 21548, + "n_pred": 55390, + "n_ref": 24867 + }, + "8": { + "Dice": 0.2072072072072072, + "FN": 1, + "FP": 175, + "IoU": 0.11557788944723618, + "TN": 875961, + "TP": 23, + "n_pred": 198, + "n_ref": 24 + }, + "9": { + "Dice": 0.9117844665412523, + "FN": 830, + "FP": 1796, + "IoU": 0.8378712107180342, + "TN": 859963, + "TP": 13571, + "n_pred": 15367, + "n_ref": 14401 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0348.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0348.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7562611284625937, + "FN": 65981, + "FP": 821, + "IoU": 0.6080545890857032, + "TN": 2282811, + "TP": 103635, + "n_pred": 104456, + "n_ref": 169616 + }, + "10": { + "Dice": 0.8425240222779852, + "FN": 11219, + "FP": 1646, + "IoU": 0.7278976311336718, + "TN": 2405968, + "TP": 34415, + "n_pred": 36061, + "n_ref": 45634 + }, + "11": { + "Dice": 0.7380952380952381, + "FN": 1007, + "FP": 1083, + "IoU": 0.5849056603773585, + "TN": 2448213, + "TP": 2945, + "n_pred": 4028, + "n_ref": 3952 + }, + "12": { + "Dice": 0.6442771665701602, + "FN": 2319, + "FP": 1367, + "IoU": 0.47522779043280183, + "TN": 2446224, + "TP": 3338, + "n_pred": 4705, + "n_ref": 5657 + }, + "13": { + "Dice": 0.5391710589362722, + "FN": 22131, + "FP": 951, + "IoU": 0.36908569085690857, + "TN": 2416663, + "TP": 13503, + "n_pred": 14454, + "n_ref": 35634 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 272, + "IoU": 0.0, + "TN": 2452976, + "TP": 0, + "n_pred": 272, + "n_ref": 0 + }, + "2": { + "Dice": 0.7005536309774338, + "FN": 368, + "FP": 8881, + "IoU": 0.5391170021925453, + "TN": 2433180, + "TP": 10819, + "n_pred": 19700, + "n_ref": 11187 + }, + "3": { + "Dice": 0.3380080779587127, + "FN": 826, + "FP": 81780, + "IoU": 0.20337528328270407, + "TN": 2349553, + "TP": 21089, + "n_pred": 102869, + "n_ref": 21915 + }, + "4": { + "Dice": 0.0, + "FN": 1885, + "FP": 12, + "IoU": 0.0, + "TN": 2451351, + "TP": 0, + "n_pred": 12, + "n_ref": 1885 + }, + "5": { + "Dice": 0.738653441538924, + "FN": 4667, + "FP": 2289, + "IoU": 0.5856070534969617, + "TN": 2436462, + "TP": 9830, + "n_pred": 12119, + "n_ref": 14497 + }, + "6": { + "Dice": 0.6771716253415067, + "FN": 90479, + "FP": 253258, + "IoU": 0.5119119292525971, + "TN": 1748996, + "TP": 360515, + "n_pred": 613773, + "n_ref": 450994 + }, + "7": { + "Dice": 0.5906834275131969, + "FN": 29671, + "FP": 69348, + "IoU": 0.4191275679607664, + "TN": 2282782, + "TP": 71447, + "n_pred": 140795, + "n_ref": 101118 + }, + "8": { + "Dice": 0.9769042693248072, + "FN": 701, + "FP": 527, + "IoU": 0.9548512812971065, + "TN": 2426049, + "TP": 25971, + "n_pred": 26498, + "n_ref": 26672 + }, + "9": { + "Dice": 0.939628014055495, + "FN": 2848, + "FP": 1138, + "IoU": 0.8861305527781745, + "TN": 2418243, + "TP": 31019, + "n_pred": 32157, + "n_ref": 33867 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0349.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0349.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9021864211737629, + "FN": 12, + "FP": 73, + "IoU": 0.8218029350104822, + "TN": 525219, + "TP": 392, + "n_pred": 465, + "n_ref": 404 + }, + "10": { + "Dice": 0.8385258358662614, + "FN": 772, + "FP": 78, + "IoU": 0.7219496238141969, + "TN": 522639, + "TP": 2207, + "n_pred": 2285, + "n_ref": 2979 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 82, + "FP": 0, + "IoU": 0.0, + "TN": 525614, + "TP": 0, + "n_pred": 0, + "n_ref": 82 + }, + "13": { + "Dice": 0.0, + "FN": 239, + "FP": 0, + "IoU": 0.0, + "TN": 525457, + "TP": 0, + "n_pred": 0, + "n_ref": 239 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.5303008453953891, + "FN": 90008, + "FP": 14222, + "IoU": 0.3608227192170186, + "TN": 362627, + "TP": 58839, + "n_pred": 73061, + "n_ref": 148847 + }, + "3": { + "Dice": 0.033478114277781086, + "FN": 146199, + "FP": 0, + "IoU": 0.01702402323658148, + "TN": 376965, + "TP": 2532, + "n_pred": 2532, + "n_ref": 148731 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 1451, + "FP": 0, + "IoU": 0.0, + "TN": 524245, + "TP": 0, + "n_pred": 0, + "n_ref": 1451 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 525691, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0351.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0351.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8450409463148316, + "FN": 2946, + "FP": 460, + "IoU": 0.731663121405499, + "TN": 337771, + "TP": 9287, + "n_pred": 9747, + "n_ref": 12233 + }, + "6": { + "Dice": 0.8845035949212177, + "FN": 622, + "FP": 133, + "IoU": 0.7929237520570488, + "TN": 346818, + "TP": 2891, + "n_pred": 3024, + "n_ref": 3513 + }, + "7": { + "Dice": 0.757266893167233, + "FN": 680, + "FP": 606, + "IoU": 0.6093560145808019, + "TN": 347172, + "TP": 2006, + "n_pred": 2612, + "n_ref": 2686 + }, + "8": { + "Dice": 0.9460808491329138, + "FN": 945, + "FP": 1788, + "IoU": 0.8976787719955073, + "TN": 323754, + "TP": 23977, + "n_pred": 25765, + "n_ref": 24922 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0367.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0367.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 40, + "FP": 0, + "IoU": 0.0, + "TN": 350424, + "TP": 0, + "n_pred": 0, + "n_ref": 40 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 117, + "IoU": 0.0, + "TN": 350347, + "TP": 0, + "n_pred": 117, + "n_ref": 0 + }, + "13": { + "Dice": 0.655850540806293, + "FN": 1333, + "FP": 67, + "IoU": 0.4879297732260424, + "TN": 347730, + "TP": 1334, + "n_pred": 1401, + "n_ref": 2667 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.812573673870334, + "FN": 1888, + "FP": 497, + "IoU": 0.6843150231634679, + "TN": 342909, + "TP": 5170, + "n_pred": 5667, + "n_ref": 7058 + }, + "6": { + "Dice": 0.8927382519160796, + "FN": 5256, + "FP": 286, + "IoU": 0.8062576472644643, + "TN": 321859, + "TP": 23063, + "n_pred": 23349, + "n_ref": 28319 + }, + "7": { + "Dice": 0.8924943566591422, + "FN": 582, + "FP": 180, + "IoU": 0.805859872611465, + "TN": 346539, + "TP": 3163, + "n_pred": 3343, + "n_ref": 3745 + }, + "8": { + "Dice": 0.9632960337453864, + "FN": 888, + "FP": 1618, + "IoU": 0.9291910372693623, + "TN": 315073, + "TP": 32885, + "n_pred": 34503, + "n_ref": 33773 + }, + "9": { + "Dice": 0.8616580960742506, + "FN": 420, + "FP": 6198, + "IoU": 0.756941383869546, + "TN": 323236, + "TP": 20610, + "n_pred": 26808, + "n_ref": 21030 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0371.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0371.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9587462468977247, + "FN": 5197, + "FP": 4311, + "IoU": 0.9207613840922728, + "TN": 405704, + "TP": 110484, + "n_pred": 114795, + "n_ref": 115681 + }, + "15": { + "Dice": 0.8683539275335048, + "FN": 23515, + "FP": 1671, + "IoU": 0.7673370222907872, + "TN": 417445, + "TP": 83065, + "n_pred": 84736, + "n_ref": 106580 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 525691, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0387.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0387.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.7477369625942495, + "FN": 11240, + "FP": 771, + "IoU": 0.5971085468938683, + "TN": 495884, + "TP": 17801, + "n_pred": 18572, + "n_ref": 29041 + }, + "15": { + "Dice": 0.8598960836823915, + "FN": 13690, + "FP": 16915, + "IoU": 0.7542260590242923, + "TN": 401171, + "TP": 93920, + "n_pred": 110835, + "n_ref": 107610 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9993419396186684, + "FN": 62, + "FP": 168, + "IoU": 0.9986847447547049, + "TN": 350825, + "TP": 174641, + "n_pred": 174809, + "n_ref": 174703 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0390.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0390.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": 0.588639387023535, + "FN": 1517.2955555555554, + "FP": 859.6977777777778, + "IoU": 0.5122985397031424, + "TN": 437501.87111111113, + "TP": 9883.26888888889, + "n_pred": 10742.966666666667, + "n_ref": 11400.564444444444 + }, + "mean": { + "1": { + "Dice": 0.7108374147967147, + "FN": 2274.0, + "FP": 100.83333333333333, + "IoU": 0.6284451906571134, + "TN": 443013.0, + "TP": 4374.3, + "n_pred": 4475.133333333333, + "n_ref": 6648.3 + }, + "10": { + "Dice": 0.3613684582651789, + "FN": 3853.4, + "FP": 1112.4, + "IoU": 0.278585115981014, + "TN": 442552.86666666664, + "TP": 2243.4666666666667, + "n_pred": 3355.866666666667, + "n_ref": 6096.866666666667 + }, + "11": { + "Dice": 0.5818660341957383, + "FN": 147.13333333333333, + "FP": 75.4, + "IoU": 0.4786895470024103, + "TN": 449139.13333333336, + "TP": 400.46666666666664, + "n_pred": 475.8666666666667, + "n_ref": 547.6 + }, + "12": { + "Dice": 0.4197363325359378, + "FN": 191.56666666666666, + "FP": 114.73333333333333, + "IoU": 0.3044844305633708, + "TN": 449213.7, + "TP": 242.13333333333333, + "n_pred": 356.8666666666667, + "n_ref": 433.7 + }, + "13": { + "Dice": 0.39429471217811246, + "FN": 812.7333333333333, + "FP": 824.5666666666667, + "IoU": 0.32703098533389136, + "TN": 444779.13333333336, + "TP": 3345.7, + "n_pred": 4170.266666666666, + "n_ref": 4158.433333333333 + }, + "14": { + "Dice": 0.6202498291069239, + "FN": 5001.3, + "FP": 384.56666666666666, + "IoU": 0.5492628966520273, + "TN": 437057.23333333334, + "TP": 7319.033333333334, + "n_pred": 7703.6, + "n_ref": 12320.333333333334 + }, + "15": { + "Dice": 0.4135254746810302, + "FN": 271.0, + "FP": 394.6333333333333, + "IoU": 0.3596324937865717, + "TN": 446263.9666666667, + "TP": 2832.5333333333333, + "n_pred": 3227.1666666666665, + "n_ref": 3103.5333333333333 + }, + "2": { + "Dice": 0.7499526898388627, + "FN": 1454.8333333333333, + "FP": 1707.3666666666666, + "IoU": 0.7073865996043093, + "TN": 426037.0333333333, + "TP": 20562.9, + "n_pred": 22270.266666666666, + "n_ref": 22017.733333333334 + }, + "3": { + "Dice": 0.43077455833329265, + "FN": 191.36666666666667, + "FP": 557.9333333333333, + "IoU": 0.3605577837459949, + "TN": 446860.5, + "TP": 2152.3333333333335, + "n_pred": 2710.266666666667, + "n_ref": 2343.7 + }, + "4": { + "Dice": 0.6197603373030528, + "FN": 319.3333333333333, + "FP": 766.1666666666666, + "IoU": 0.5212644277830955, + "TN": 445942.86666666664, + "TP": 2733.766666666667, + "n_pred": 3499.9333333333334, + "n_ref": 3053.1 + }, + "5": { + "Dice": 0.48369380075689816, + "FN": 366.43333333333334, + "FP": 80.33333333333333, + "IoU": 0.40489002402069196, + "TN": 448462.0, + "TP": 853.3666666666667, + "n_pred": 933.7, + "n_ref": 1219.8 + }, + "6": { + "Dice": 0.893435700367087, + "FN": 3585.8333333333335, + "FP": 2841.6666666666665, + "IoU": 0.8427389454919975, + "TN": 369607.76666666666, + "TP": 73726.86666666667, + "n_pred": 76568.53333333334, + "n_ref": 77312.7 + }, + "7": { + "Dice": 0.48760536003738403, + "FN": 2441.766666666667, + "FP": 2790.866666666667, + "IoU": 0.4295714743635733, + "TN": 429041.4666666667, + "TP": 15488.033333333333, + "n_pred": 18278.9, + "n_ref": 17929.8 + }, + "8": { + "Dice": 0.8291327389130051, + "FN": 822.7, + "FP": 456.9, + "IoU": 0.7704131888346505, + "TN": 440776.7, + "TP": 7705.833333333333, + "n_pred": 8162.733333333334, + "n_ref": 8528.533333333333 + }, + "9": { + "Dice": 0.8333573640438046, + "FN": 1026.0333333333333, + "FP": 687.1, + "IoU": 0.721524991726423, + "TN": 443780.7, + "TP": 4268.3, + "n_pred": 4955.4, + "n_ref": 5294.333333333333 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8267037552155772, + "FN": 467, + "FP": 156, + "IoU": 0.7045993361782835, + "TN": 173123, + "TP": 1486, + "n_pred": 1642, + "n_ref": 1953 + }, + "6": { + "Dice": 0.9531045657080031, + "FN": 3286, + "FP": 4818, + "IoU": 0.9104104712736438, + "TN": 84775, + "TP": 82353, + "n_pred": 87171, + "n_ref": 85639 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.8818493150684932, + "FN": 107, + "FP": 445, + "IoU": 0.7886676875957122, + "TN": 172620, + "TP": 2060, + "n_pred": 2505, + "n_ref": 2167 + }, + "9": { + "Dice": 0.8520802109616589, + "FN": 4760, + "FP": 3037, + "IoU": 0.7422820122958947, + "TN": 144978, + "TP": 22457, + "n_pred": 25494, + "n_ref": 27217 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0014.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0014.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7058823529411765, + "FN": 10, + "FP": 0, + "IoU": 0.5454545454545454, + "TN": 700906, + "TP": 12, + "n_pred": 12, + "n_ref": 22 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 216, + "IoU": 0.0, + "TN": 700712, + "TP": 0, + "n_pred": 216, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 413, + "FP": 0, + "IoU": 0.0, + "TN": 700515, + "TP": 0, + "n_pred": 0, + "n_ref": 413 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.42174303683737646, + "FN": 2137, + "FP": 4299, + "IoU": 0.26722076739155187, + "TN": 692145, + "TP": 2347, + "n_pred": 6646, + "n_ref": 4484 + }, + "5": { + "Dice": 0.0, + "FN": 49, + "FP": 67, + "IoU": 0.0, + "TN": 700812, + "TP": 0, + "n_pred": 67, + "n_ref": 49 + }, + "6": { + "Dice": 0.9784694463209114, + "FN": 1824, + "FP": 2415, + "IoU": 0.9578464812402422, + "TN": 600367, + "TP": 96322, + "n_pred": 98737, + "n_ref": 98146 + }, + "7": { + "Dice": 0.9657657918972031, + "FN": 6969, + "FP": 2473, + "IoU": 0.9337979582678932, + "TN": 558304, + "TP": 133182, + "n_pred": 135655, + "n_ref": 140151 + }, + "8": { + "Dice": 0.483394096788693, + "FN": 13435, + "FP": 7253, + "IoU": 0.31873415220469586, + "TN": 670561, + "TP": 9679, + "n_pred": 16932, + "n_ref": 23114 + }, + "9": { + "Dice": 0.7275925144224005, + "FN": 4967, + "FP": 2777, + "IoU": 0.571823509897158, + "TN": 682842, + "TP": 10342, + "n_pred": 13119, + "n_ref": 15309 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0015.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0015.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6936197916666667, + "FN": 203, + "FP": 4503, + "IoU": 0.5309478720223263, + "TN": 340431, + "TP": 5327, + "n_pred": 9830, + "n_ref": 5530 + }, + "11": { + "Dice": 0.6836839404822986, + "FN": 1538, + "FP": 928, + "IoU": 0.5193919313973884, + "TN": 345333, + "TP": 2665, + "n_pred": 3593, + "n_ref": 4203 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8131752573822487, + "FN": 9003, + "FP": 2012, + "IoU": 0.6851687769743048, + "TN": 315477, + "TP": 23972, + "n_pred": 25984, + "n_ref": 32975 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9625043317546494, + "FN": 1037, + "FP": 586, + "IoU": 0.9277188919568896, + "TN": 328010, + "TP": 20831, + "n_pred": 21417, + "n_ref": 21868 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 334, + "IoU": 0.0, + "TN": 350130, + "TP": 0, + "n_pred": 334, + "n_ref": 0 + }, + "4": { + "Dice": 0.6618004866180048, + "FN": 226, + "FP": 52, + "IoU": 0.49454545454545457, + "TN": 349914, + "TP": 272, + "n_pred": 324, + "n_ref": 498 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9718922336576628, + "FN": 2914, + "FP": 1087, + "IoU": 0.9453213617044538, + "TN": 277291, + "TP": 69172, + "n_pred": 70259, + "n_ref": 72086 + }, + "7": { + "Dice": 0.8236620695637089, + "FN": 1597, + "FP": 436, + "IoU": 0.7001917121368529, + "TN": 343683, + "TP": 4748, + "n_pred": 5184, + "n_ref": 6345 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9022768171504577, + "FN": 447, + "FP": 802, + "IoU": 0.8219529579472559, + "TN": 343449, + "TP": 5766, + "n_pred": 6568, + "n_ref": 6213 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0038.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0038.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0044.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0044.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0045.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0045.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 525695, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.04040404040404041, + "FN": 665, + "FP": 0, + "IoU": 0.020618556701030927, + "TN": 525017, + "TP": 14, + "n_pred": 14, + "n_ref": 679 + }, + "6": { + "Dice": 0.9860346098798629, + "FN": 2881, + "FP": 4203, + "IoU": 0.9724539116300954, + "TN": 268527, + "TP": 250085, + "n_pred": 254288, + "n_ref": 252966 + }, + "7": { + "Dice": 0.757679180887372, + "FN": 121, + "FP": 92, + "IoU": 0.6098901098901099, + "TN": 525150, + "TP": 333, + "n_pred": 425, + "n_ref": 454 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.6881843719543657, + "FN": 5180, + "FP": 259, + "IoU": 0.524604492614282, + "TN": 514255, + "TP": 6002, + "n_pred": 6261, + "n_ref": 11182 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0049.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0049.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9521457862766167, + "FN": 3743, + "FP": 7168, + "IoU": 0.9086624587721207, + "TN": 231006, + "TP": 108547, + "n_pred": 115715, + "n_ref": 112290 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9261344537815126, + "FN": 1309, + "FP": 449, + "IoU": 0.8624305501212928, + "TN": 337685, + "TP": 11021, + "n_pred": 11470, + "n_ref": 12330 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0072.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0072.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.7926015767131595, + "FN": 3772, + "FP": 12644, + "IoU": 0.6564540431943747, + "TN": 477912, + "TP": 31368, + "n_pred": 44012, + "n_ref": 35140 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9800519396556432, + "FN": 4083, + "FP": 5050, + "IoU": 0.9608841643610323, + "TN": 292210, + "TP": 224353, + "n_pred": 229403, + "n_ref": 228436 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 625, + "IoU": 0.0, + "TN": 525071, + "TP": 0, + "n_pred": 625, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0105.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0105.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8440706255829556, + "FN": 5797, + "FP": 3732, + "IoU": 0.7302095130237826, + "TN": 315144, + "TP": 25791, + "n_pred": 29523, + "n_ref": 31588 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8464217362658049, + "FN": 4342, + "FP": 553, + "IoU": 0.7337358572671888, + "TN": 332080, + "TP": 13489, + "n_pred": 14042, + "n_ref": 17831 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.958554125662377, + "FN": 1073, + "FP": 241, + "IoU": 0.9204070506996184, + "TN": 333955, + "TP": 15195, + "n_pred": 15436, + "n_ref": 16268 + }, + "7": { + "Dice": 0.5616622252499549, + "FN": 21731, + "FP": 146, + "IoU": 0.3904939681832112, + "TN": 314571, + "TP": 14016, + "n_pred": 14162, + "n_ref": 35747 + }, + "8": { + "Dice": 0.8920831490490934, + "FN": 261, + "FP": 227, + "IoU": 0.805189620758483, + "TN": 347959, + "TP": 2017, + "n_pred": 2244, + "n_ref": 2278 + }, + "9": { + "Dice": 0.8721239544768956, + "FN": 4621, + "FP": 42, + "IoU": 0.7732445049601245, + "TN": 329900, + "TP": 15901, + "n_pred": 15943, + "n_ref": 20522 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0124.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0124.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0127.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0127.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.824, + "FN": 46, + "FP": 86, + "IoU": 0.7006802721088435, + "TN": 174791, + "TP": 309, + "n_pred": 395, + "n_ref": 355 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0133.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0133.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.966388840007039, + "FN": 1333, + "FP": 768, + "IoU": 0.9349636279213744, + "TN": 493391, + "TP": 30204, + "n_pred": 30972, + "n_ref": 31537 + }, + "10": { + "Dice": 0.0, + "FN": 38, + "FP": 0, + "IoU": 0.0, + "TN": 525658, + "TP": 0, + "n_pred": 0, + "n_ref": 38 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7164952500588836, + "FN": 2728, + "FP": 883, + "IoU": 0.558233423048691, + "TN": 517522, + "TP": 4563, + "n_pred": 5446, + "n_ref": 7291 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9506398537477148, + "FN": 782, + "FP": 2728, + "IoU": 0.9059233449477352, + "TN": 488386, + "TP": 33800, + "n_pred": 36528, + "n_ref": 34582 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.9087017590796602, + "FN": 1945, + "FP": 785, + "IoU": 0.8326795783280215, + "TN": 509380, + "TP": 13586, + "n_pred": 14371, + "n_ref": 15531 + }, + "6": { + "Dice": 0.007707129094412331, + "FN": 42, + "FP": 473, + "IoU": 0.0038684719535783366, + "TN": 525179, + "TP": 2, + "n_pred": 475, + "n_ref": 44 + }, + "7": { + "Dice": 0.15797317436661698, + "FN": 104, + "FP": 461, + "IoU": 0.08576051779935275, + "TN": 525078, + "TP": 53, + "n_pred": 514, + "n_ref": 157 + }, + "8": { + "Dice": 0.9779695502701186, + "FN": 851, + "FP": 405, + "IoU": 0.9568888583785268, + "TN": 496562, + "TP": 27878, + "n_pred": 28283, + "n_ref": 28729 + }, + "9": { + "Dice": 0.862260654725139, + "FN": 34, + "FP": 189, + "IoU": 0.757871878393051, + "TN": 524775, + "TP": 698, + "n_pred": 887, + "n_ref": 732 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0153.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0153.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0156.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0156.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9948061535599791, + "FN": 1787, + "FP": 0, + "IoU": 0.9896659804307094, + "TN": 177540, + "TP": 171137, + "n_pred": 171137, + "n_ref": 172924 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0172.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0172.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.49320092622810696, + "FN": 63927, + "FP": 1295, + "IoU": 0.32731698261102743, + "TN": 1480130, + "TP": 31736, + "n_pred": 33031, + "n_ref": 95663 + }, + "10": { + "Dice": 0.5771351194506239, + "FN": 13423, + "FP": 4065, + "IoU": 0.40561484603358033, + "TN": 1547666, + "TP": 11934, + "n_pred": 15999, + "n_ref": 25357 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 101, + "IoU": 0.0, + "TN": 1576987, + "TP": 0, + "n_pred": 101, + "n_ref": 0 + }, + "12": { + "Dice": 0.3310539966988918, + "FN": 1096, + "FP": 1741, + "IoU": 0.19836111896015823, + "TN": 1573549, + "TP": 702, + "n_pred": 2443, + "n_ref": 1798 + }, + "13": { + "Dice": 0.0, + "FN": 2, + "FP": 16, + "IoU": 0.0, + "TN": 1577070, + "TP": 0, + "n_pred": 16, + "n_ref": 2 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9597511891694109, + "FN": 7136, + "FP": 2764, + "IoU": 0.9226169539219135, + "TN": 1449153, + "TP": 118035, + "n_pred": 120799, + "n_ref": 125171 + }, + "3": { + "Dice": 0.5049773755656108, + "FN": 386, + "FP": 161, + "IoU": 0.33777239709443097, + "TN": 1576262, + "TP": 279, + "n_pred": 440, + "n_ref": 665 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2474, + "IoU": 0.0, + "TN": 1574614, + "TP": 0, + "n_pred": 2474, + "n_ref": 0 + }, + "5": { + "Dice": 0.08834665544804375, + "FN": 2110, + "FP": 57, + "IoU": 0.04621478873239437, + "TN": 1574816, + "TP": 105, + "n_pred": 162, + "n_ref": 2215 + }, + "6": { + "Dice": 0.9319307395744872, + "FN": 70106, + "FP": 38584, + "IoU": 0.8725377408607484, + "TN": 724365, + "TP": 744033, + "n_pred": 782617, + "n_ref": 814139 + }, + "7": { + "Dice": 0.2815023794391654, + "FN": 25549, + "FP": 20802, + "IoU": 0.1638072558676553, + "TN": 1521657, + "TP": 9080, + "n_pred": 29882, + "n_ref": 34629 + }, + "8": { + "Dice": 0.9362962962962963, + "FN": 713, + "FP": 233, + "IoU": 0.8802228412256268, + "TN": 1569190, + "TP": 6952, + "n_pred": 7185, + "n_ref": 7665 + }, + "9": { + "Dice": 0.7483241925655089, + "FN": 2749, + "FP": 7576, + "IoU": 0.5978578383641675, + "TN": 1551413, + "TP": 15350, + "n_pred": 22926, + "n_ref": 18099 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0173.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0173.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 7645, + "IoU": 0.0, + "TN": 518051, + "TP": 0, + "n_pred": 7645, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 43, + "IoU": 0.0, + "TN": 525653, + "TP": 0, + "n_pred": 43, + "n_ref": 0 + }, + "14": { + "Dice": 0.9829203971462348, + "FN": 615, + "FP": 3517, + "IoU": 0.966414422615806, + "TN": 402667, + "TP": 118897, + "n_pred": 122414, + "n_ref": 119512 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9148733747111856, + "FN": 991, + "FP": 888, + "IoU": 0.8431028724114896, + "TN": 513720, + "TP": 10097, + "n_pred": 10985, + "n_ref": 11088 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 10, + "IoU": 0.0, + "TN": 525686, + "TP": 0, + "n_pred": 10, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 193, + "IoU": 0.0, + "TN": 525503, + "TP": 0, + "n_pred": 193, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0179.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0179.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9696036004846806, + "FN": 1238, + "FP": 518, + "IoU": 0.9410005711789806, + "TN": 320701, + "TP": 28007, + "n_pred": 28525, + "n_ref": 29245 + }, + "10": { + "Dice": 0.8365373930436715, + "FN": 763, + "FP": 708, + "IoU": 0.7190066857688634, + "TN": 345229, + "TP": 3764, + "n_pred": 4472, + "n_ref": 4527 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.631396083385976, + "FN": 1777, + "FP": 557, + "IoU": 0.4613431802446342, + "TN": 346131, + "TP": 1999, + "n_pred": 2556, + "n_ref": 3776 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 38, + "IoU": 0.0, + "TN": 350426, + "TP": 0, + "n_pred": 38, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 2306, + "IoU": 0.0, + "TN": 348158, + "TP": 0, + "n_pred": 2306, + "n_ref": 0 + }, + "3": { + "Dice": 0.9035002900792883, + "FN": 2826, + "FP": 168, + "IoU": 0.8239858906525573, + "TN": 333454, + "TP": 14016, + "n_pred": 14184, + "n_ref": 16842 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7924319845325232, + "FN": 1388, + "FP": 115, + "IoU": 0.6562214089661482, + "TN": 346092, + "TP": 2869, + "n_pred": 2984, + "n_ref": 4257 + }, + "6": { + "Dice": 0.9337411696161969, + "FN": 3602, + "FP": 947, + "IoU": 0.8757171739249221, + "TN": 313862, + "TP": 32053, + "n_pred": 33000, + "n_ref": 35655 + }, + "7": { + "Dice": 0.07903780068728522, + "FN": 536, + "FP": 0, + "IoU": 0.04114490161001789, + "TN": 349905, + "TP": 23, + "n_pred": 23, + "n_ref": 559 + }, + "8": { + "Dice": 0.9702219202898551, + "FN": 209, + "FP": 317, + "IoU": 0.9421660252886201, + "TN": 341369, + "TP": 8569, + "n_pred": 8886, + "n_ref": 8778 + }, + "9": { + "Dice": 0.8132928242553324, + "FN": 2638, + "FP": 3323, + "IoU": 0.6853357263513513, + "TN": 331520, + "TP": 12983, + "n_pred": 16306, + "n_ref": 15621 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0185.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0185.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6804123711340206, + "FN": 30, + "FP": 1, + "IoU": 0.515625, + "TN": 350400, + "TP": 33, + "n_pred": 34, + "n_ref": 63 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 3736, + "IoU": 0.0, + "TN": 346728, + "TP": 0, + "n_pred": 3736, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 33, + "IoU": 0.0, + "TN": 350431, + "TP": 0, + "n_pred": 33, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 3342, + "IoU": 0.0, + "TN": 347122, + "TP": 0, + "n_pred": 3342, + "n_ref": 0 + }, + "3": { + "Dice": 0.7737885631172012, + "FN": 1681, + "FP": 7184, + "IoU": 0.6310400799101011, + "TN": 326437, + "TP": 15162, + "n_pred": 22346, + "n_ref": 16843 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 26029, + "IoU": 0.0, + "TN": 324435, + "TP": 0, + "n_pred": 26029, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0186.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0186.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9750347121980726, + "FN": 1992, + "FP": 1640, + "IoU": 0.9512855935727028, + "TN": 275907, + "TP": 70925, + "n_pred": 72565, + "n_ref": 72917 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0214.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0214.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9751538799084429, + "FN": 1653, + "FP": 442, + "IoU": 0.9515124864026663, + "TN": 657721, + "TP": 41112, + "n_pred": 41554, + "n_ref": 42765 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 350, + "IoU": 0.0, + "TN": 700578, + "TP": 0, + "n_pred": 350, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.729268410618442, + "FN": 4369, + "FP": 1230, + "IoU": 0.573896499238965, + "TN": 687788, + "TP": 7541, + "n_pred": 8771, + "n_ref": 11910 + }, + "6": { + "Dice": 0.9898786908238348, + "FN": 3097, + "FP": 771, + "IoU": 0.979960210552493, + "TN": 507912, + "TP": 189148, + "n_pred": 189919, + "n_ref": 192245 + }, + "7": { + "Dice": 0.9474743777452416, + "FN": 1342, + "FP": 954, + "IoU": 0.9001912710832899, + "TN": 677924, + "TP": 20708, + "n_pred": 21662, + "n_ref": 22050 + }, + "8": { + "Dice": 0.9074979625101874, + "FN": 3975, + "FP": 565, + "IoU": 0.8306602014173816, + "TN": 674118, + "TP": 22270, + "n_pred": 22835, + "n_ref": 26245 + }, + "9": { + "Dice": 0.7683053308442231, + "FN": 2234, + "FP": 0, + "IoU": 0.6237790501852476, + "TN": 694990, + "TP": 3704, + "n_pred": 3704, + "n_ref": 5938 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0237.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0237.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8609341825902336, + "FN": 514, + "FP": 1058, + "IoU": 0.7558247903075489, + "TN": 344026, + "TP": 4866, + "n_pred": 5924, + "n_ref": 5380 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.904542876945372, + "FN": 1171, + "FP": 344, + "IoU": 0.8257218451627747, + "TN": 341771, + "TP": 7178, + "n_pred": 7522, + "n_ref": 8349 + }, + "9": { + "Dice": 0.8576413835574258, + "FN": 307, + "FP": 1080, + "IoU": 0.7507637017070979, + "TN": 344899, + "TP": 4178, + "n_pred": 5258, + "n_ref": 4485 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0273.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0273.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.5450393880579975, + "FN": 23, + "FP": 3962, + "IoU": 0.3746076585059636, + "TN": 344092, + "TP": 2387, + "n_pred": 6349, + "n_ref": 2410 + }, + "11": { + "Dice": 0.8281961243334633, + "FN": 696, + "FP": 625, + "IoU": 0.7067702552719201, + "TN": 345959, + "TP": 3184, + "n_pred": 3809, + "n_ref": 3880 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7736058790835546, + "FN": 4605, + "FP": 2727, + "IoU": 0.6307971196938416, + "TN": 330605, + "TP": 12527, + "n_pred": 15254, + "n_ref": 17132 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9670822041553749, + "FN": 198, + "FP": 713, + "IoU": 0.9362625061218779, + "TN": 336171, + "TP": 13382, + "n_pred": 14095, + "n_ref": 13580 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8994158598063535, + "FN": 1114, + "FP": 1400, + "IoU": 0.817216809655373, + "TN": 336710, + "TP": 11240, + "n_pred": 12640, + "n_ref": 12354 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9747163489067504, + "FN": 1915, + "FP": 4046, + "IoU": 0.950679695192077, + "TN": 229601, + "TP": 114902, + "n_pred": 118948, + "n_ref": 116817 + }, + "7": { + "Dice": 0.0, + "FN": 1, + "FP": 0, + "IoU": 0.0, + "TN": 350463, + "TP": 0, + "n_pred": 0, + "n_ref": 1 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9212796775615593, + "FN": 1265, + "FP": 1235, + "IoU": 0.8540486893572304, + "TN": 333335, + "TP": 14629, + "n_pred": 15864, + "n_ref": 15894 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0274.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0274.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9462537818117103, + "FN": 1605, + "FP": 207, + "IoU": 0.8979902043573721, + "TN": 332701, + "TP": 15951, + "n_pred": 16158, + "n_ref": 17556 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0279.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0279.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.14884594414490823, + "FN": 27288, + "FP": 812, + "IoU": 0.08040710802762051, + "TN": 495139, + "TP": 2457, + "n_pred": 3269, + "n_ref": 29745 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8376030390569612, + "FN": 3672, + "FP": 11675, + "IoU": 0.7205826126536186, + "TN": 470771, + "TP": 39578, + "n_pred": 51253, + "n_ref": 43250 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 541, + "IoU": 0.0, + "TN": 525155, + "TP": 0, + "n_pred": 541, + "n_ref": 0 + }, + "2": { + "Dice": 0.9033022861981371, + "FN": 156, + "FP": 415, + "IoU": 0.823656578134651, + "TN": 522458, + "TP": 2667, + "n_pred": 3082, + "n_ref": 2823 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 301, + "IoU": 0.0, + "TN": 525395, + "TP": 0, + "n_pred": 301, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8126994792541575, + "FN": 210, + "FP": 3135, + "IoU": 0.6844934917940011, + "TN": 515094, + "TP": 7257, + "n_pred": 10392, + "n_ref": 7467 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 62, + "IoU": 0.0, + "TN": 525634, + "TP": 0, + "n_pred": 62, + "n_ref": 0 + }, + "8": { + "Dice": 0.9764451189251782, + "FN": 1554, + "FP": 1721, + "IoU": 0.953974366181348, + "TN": 454540, + "TP": 67881, + "n_pred": 69602, + "n_ref": 69435 + }, + "9": { + "Dice": 0.954383416952733, + "FN": 1228, + "FP": 154, + "IoU": 0.9127470168571248, + "TN": 509857, + "TP": 14457, + "n_pred": 14611, + "n_ref": 15685 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0297.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0297.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 227, + "IoU": 0.0, + "TN": 350237, + "TP": 0, + "n_pred": 227, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9430010638434227, + "FN": 2331, + "FP": 2116, + "IoU": 0.8921494919118182, + "TN": 309231, + "TP": 36786, + "n_pred": 38902, + "n_ref": 39117 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9756561107883014, + "FN": 818, + "FP": 3204, + "IoU": 0.9524693035843014, + "TN": 265845, + "TP": 80597, + "n_pred": 83801, + "n_ref": 81415 + }, + "7": { + "Dice": 0.9364143758802358, + "FN": 1046, + "FP": 173, + "IoU": 0.8804315841098578, + "TN": 340269, + "TP": 8976, + "n_pred": 9149, + "n_ref": 10022 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0321.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0321.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.773109243697479, + "FN": 102, + "FP": 6, + "IoU": 0.6301369863013698, + "TN": 525404, + "TP": 184, + "n_pred": 190, + "n_ref": 286 + }, + "14": { + "Dice": 0.8756517457351783, + "FN": 25138, + "FP": 1883, + "IoU": 0.7788082939727081, + "TN": 403535, + "TP": 95140, + "n_pred": 97023, + "n_ref": 120278 + }, + "15": { + "Dice": 0.7205984034194481, + "FN": 264, + "FP": 8626, + "IoU": 0.5632308145819004, + "TN": 505342, + "TP": 11464, + "n_pred": 20090, + "n_ref": 11728 + }, + "2": { + "Dice": 0.9747963316419161, + "FN": 2372, + "FP": 3042, + "IoU": 0.9508318802673641, + "TN": 415584, + "TP": 104698, + "n_pred": 107740, + "n_ref": 107070 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9748403673459004, + "FN": 563, + "FP": 426, + "IoU": 0.9509156781974292, + "TN": 505547, + "TP": 19160, + "n_pred": 19586, + "n_ref": 19723 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0374.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0374.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6876213906513013, + "FN": 2243, + "FP": 7407, + "IoU": 0.5239504711163732, + "TN": 680657, + "TP": 10621, + "n_pred": 18028, + "n_ref": 12864 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8756171044518976, + "FN": 1700, + "FP": 26745, + "IoU": 0.7787534903980026, + "TN": 572361, + "TP": 100122, + "n_pred": 126867, + "n_ref": 101822 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 172, + "IoU": 0.0, + "TN": 700756, + "TP": 0, + "n_pred": 172, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9715275565466709, + "FN": 1056, + "FP": 374, + "IoU": 0.9446315870987726, + "TN": 675101, + "TP": 24397, + "n_pred": 24771, + "n_ref": 25453 + }, + "7": { + "Dice": 0.9382716049382716, + "FN": 10, + "FP": 10, + "IoU": 0.8837209302325582, + "TN": 700756, + "TP": 152, + "n_pred": 162, + "n_ref": 162 + }, + "8": { + "Dice": 0.9377157851125535, + "FN": 377, + "FP": 74, + "IoU": 0.8827353094123765, + "TN": 697082, + "TP": 3395, + "n_pred": 3469, + "n_ref": 3772 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0383.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0383.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7543581616481775, + "FN": 146, + "FP": 164, + "IoU": 0.6055979643765903, + "TN": 349678, + "TP": 476, + "n_pred": 640, + "n_ref": 622 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8250401284109149, + "FN": 55, + "FP": 163, + "IoU": 0.7021857923497268, + "TN": 349732, + "TP": 514, + "n_pred": 677, + "n_ref": 569 + }, + "7": { + "Dice": 0.9755281080457117, + "FN": 7124, + "FP": 508, + "IoU": 0.952225352112676, + "TN": 190714, + "TP": 152118, + "n_pred": 152626, + "n_ref": 159242 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0402.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0402.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.6224271735462827, + "FN": 577, + "FP": 6137, + "IoU": 0.45182887001959504, + "TN": 338216, + "TP": 5534, + "n_pred": 11671, + "n_ref": 6111 + }, + "15": { + "Dice": 0.9335034953046725, + "FN": 7866, + "FP": 2607, + "IoU": 0.8752991605643865, + "TN": 266479, + "TP": 73512, + "n_pred": 76119, + "n_ref": 81378 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0404.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0404.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8960573476702509, + "FN": 29, + "FP": 0, + "IoU": 0.8116883116883117, + "TN": 1051238, + "TP": 125, + "n_pred": 125, + "n_ref": 154 + }, + "10": { + "Dice": 0.29818353385232366, + "FN": 67921, + "FP": 3479, + "IoU": 0.1752148599944552, + "TN": 964824, + "TP": 15168, + "n_pred": 18647, + "n_ref": 83089 + }, + "11": { + "Dice": 0.8155840719671914, + "FN": 2180, + "FP": 608, + "IoU": 0.6885960013403328, + "TN": 1042439, + "TP": 6165, + "n_pred": 6773, + "n_ref": 8345 + }, + "12": { + "Dice": 0.0, + "FN": 146, + "FP": 261, + "IoU": 0.0, + "TN": 1050985, + "TP": 0, + "n_pred": 261, + "n_ref": 146 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 123709, + "FP": 0, + "IoU": 0.0, + "TN": 927683, + "TP": 0, + "n_pred": 0, + "n_ref": 123709 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 65, + "IoU": 0.0, + "TN": 1051327, + "TP": 0, + "n_pred": 65, + "n_ref": 0 + }, + "2": { + "Dice": 0.9043276647406231, + "FN": 27303, + "FP": 4140, + "IoU": 0.8253632364702745, + "TN": 871344, + "TP": 148605, + "n_pred": 152745, + "n_ref": 175908 + }, + "3": { + "Dice": 0.3132903841565259, + "FN": 66, + "FP": 5690, + "IoU": 0.1857405573631348, + "TN": 1044323, + "TP": 1313, + "n_pred": 7003, + "n_ref": 1379 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8561745207422912, + "FN": 3798, + "FP": 12625, + "IoU": 0.7485184901615497, + "TN": 986087, + "TP": 48882, + "n_pred": 61507, + "n_ref": 52680 + }, + "7": { + "Dice": 0.8643200319347618, + "FN": 7123, + "FP": 30945, + "IoU": 0.7610595028872709, + "TN": 892072, + "TP": 121252, + "n_pred": 152197, + "n_ref": 128375 + }, + "8": { + "Dice": 0.9356748224151539, + "FN": 36, + "FP": 290, + "IoU": 0.8791249536522061, + "TN": 1048695, + "TP": 2371, + "n_pred": 2661, + "n_ref": 2407 + }, + "9": { + "Dice": 0.8659003831417624, + "FN": 351, + "FP": 139, + "IoU": 0.7635135135135135, + "TN": 1049320, + "TP": 1582, + "n_pred": 1721, + "n_ref": 1933 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0410.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0410.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": 0.5998135776913558, + "FN": 1890.8155555555556, + "FP": 2215.184444444444, + "IoU": 0.5210370043440292, + "TN": 447426.0933333333, + "TP": 9912.173333333334, + "n_pred": 12127.357777777777, + "n_ref": 11802.988888888889 + }, + "mean": { + "1": { + "Dice": 0.6129422374222226, + "FN": 5111.4, + "FP": 900.4333333333333, + "IoU": 0.5558255121240971, + "TN": 441785.3, + "TP": 13647.133333333333, + "n_pred": 14547.566666666668, + "n_ref": 18758.533333333333 + }, + "10": { + "Dice": 0.46237382483021544, + "FN": 1167.4333333333334, + "FP": 1906.2333333333333, + "IoU": 0.38782464188641874, + "TN": 453495.26666666666, + "TP": 4875.333333333333, + "n_pred": 6781.566666666667, + "n_ref": 6042.766666666666 + }, + "11": { + "Dice": 0.44269894966705825, + "FN": 131.1, + "FP": 136.03333333333333, + "IoU": 0.3313427528582146, + "TN": 460864.3, + "TP": 312.8333333333333, + "n_pred": 448.8666666666667, + "n_ref": 443.93333333333334 + }, + "12": { + "Dice": 0.4050212194576682, + "FN": 341.03333333333336, + "FP": 102.1, + "IoU": 0.3125558979206005, + "TN": 460636.43333333335, + "TP": 364.7, + "n_pred": 466.8, + "n_ref": 705.7333333333333 + }, + "13": { + "Dice": 0.3828324706173354, + "FN": 1136.7, + "FP": 234.56666666666666, + "IoU": 0.27268975384696587, + "TN": 458993.36666666664, + "TP": 1079.6333333333334, + "n_pred": 1314.2, + "n_ref": 2216.3333333333335 + }, + "14": { + "Dice": 0.45678616258041976, + "FN": 921.4333333333333, + "FP": 6571.666666666667, + "IoU": 0.3631026764263447, + "TN": 451465.4666666667, + "TP": 2485.7, + "n_pred": 9057.366666666667, + "n_ref": 3407.133333333333 + }, + "15": { + "Dice": 0.4457421704444796, + "FN": 1125.5666666666666, + "FP": 995.2333333333333, + "IoU": 0.35045893725908595, + "TN": 455341.2, + "TP": 3982.266666666667, + "n_pred": 4977.5, + "n_ref": 5107.833333333333 + }, + "2": { + "Dice": 0.6567193967117525, + "FN": 318.8666666666667, + "FP": 284.03333333333336, + "IoU": 0.6199435834752303, + "TN": 453771.2, + "TP": 7070.166666666667, + "n_pred": 7354.2, + "n_ref": 7389.033333333334 + }, + "3": { + "Dice": 0.7984512166313653, + "FN": 9339.133333333333, + "FP": 220.03333333333333, + "IoU": 0.7668403087834519, + "TN": 446310.4666666667, + "TP": 5574.633333333333, + "n_pred": 5794.666666666667, + "n_ref": 14913.766666666666 + }, + "4": { + "Dice": 0.6045187108815104, + "FN": 576.3333333333334, + "FP": 634.2666666666667, + "IoU": 0.5279238788591749, + "TN": 457475.23333333334, + "TP": 2758.4333333333334, + "n_pred": 3392.7, + "n_ref": 3334.766666666667 + }, + "5": { + "Dice": 0.7371435747809878, + "FN": 116.36666666666666, + "FP": 307.23333333333335, + "IoU": 0.6112279551649233, + "TN": 460054.43333333335, + "TP": 966.2333333333333, + "n_pred": 1273.4666666666667, + "n_ref": 1082.6 + }, + "6": { + "Dice": 0.7032947285249542, + "FN": 3252.8, + "FP": 14419.3, + "IoU": 0.6516595458315446, + "TN": 383388.6, + "TP": 60383.566666666666, + "n_pred": 74802.86666666667, + "n_ref": 63636.36666666667 + }, + "7": { + "Dice": 0.6921161510737801, + "FN": 4111.666666666667, + "FP": 5698.666666666667, + "IoU": 0.6190983565421558, + "TN": 415209.0, + "TP": 36424.933333333334, + "n_pred": 42123.6, + "n_ref": 40536.6 + }, + "8": { + "Dice": 0.8293154665920413, + "FN": 378.3333333333333, + "FP": 274.26666666666665, + "IoU": 0.7784475142262184, + "TN": 454621.06666666665, + "TP": 6170.6, + "n_pred": 6444.866666666667, + "n_ref": 6548.933333333333 + }, + "9": { + "Dice": 0.7672473851545476, + "FN": 334.06666666666666, + "FP": 543.7, + "IoU": 0.6666137499560109, + "TN": 457980.06666666665, + "TP": 2586.4333333333334, + "n_pred": 3130.133333333333, + "n_ref": 2920.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 175229, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0004.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0004.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8249565482269885, + "FN": 6989, + "FP": 2780, + "IoU": 0.7020647168257648, + "TN": 317675, + "TP": 23020, + "n_pred": 25800, + "n_ref": 30009 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1820, + "IoU": 0.0, + "TN": 348644, + "TP": 0, + "n_pred": 1820, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 274732, + "FP": 0, + "IoU": 0.0, + "TN": 75732, + "TP": 0, + "n_pred": 0, + "n_ref": 274732 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 205303, + "IoU": 0.0, + "TN": 145161, + "TP": 0, + "n_pred": 205303, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 3753, + "IoU": 0.0, + "TN": 346711, + "TP": 0, + "n_pred": 3753, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0005.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0005.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 350463, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.5648295415254824, + "FN": 5165, + "FP": 1128, + "IoU": 0.3935626867109955, + "TN": 340087, + "TP": 4084, + "n_pred": 5212, + "n_ref": 9249 + }, + "9": { + "Dice": 0.8102319130903768, + "FN": 316, + "FP": 2147, + "IoU": 0.6809998704830981, + "TN": 342743, + "TP": 5258, + "n_pred": 7405, + "n_ref": 5574 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0017.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0017.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 6, + "FP": 0, + "IoU": 0.0, + "TN": 525690, + "TP": 0, + "n_pred": 0, + "n_ref": 6 + }, + "10": { + "Dice": 0.30190362879238547, + "FN": 138, + "FP": 4556, + "IoU": 0.17778945524610265, + "TN": 519987, + "TP": 1015, + "n_pred": 5571, + "n_ref": 1153 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.39978976874562017, + "FN": 3658, + "FP": 3194, + "IoU": 0.24983577841033502, + "TN": 516562, + "TP": 2282, + "n_pred": 5476, + "n_ref": 5940 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9417353749509226, + "FN": 3475, + "FP": 2461, + "IoU": 0.8898864732507235, + "TN": 471788, + "TP": 47972, + "n_pred": 50433, + "n_ref": 51447 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.934453496788899, + "FN": 7152, + "FP": 1360, + "IoU": 0.8769711072889416, + "TN": 456509, + "TP": 60675, + "n_pred": 62035, + "n_ref": 67827 + }, + "7": { + "Dice": 0.18025, + "FN": 2556, + "FP": 4002, + "IoU": 0.09905206759170215, + "TN": 518417, + "TP": 721, + "n_pred": 4723, + "n_ref": 3277 + }, + "8": { + "Dice": 0.0, + "FN": 202, + "FP": 0, + "IoU": 0.0, + "TN": 525494, + "TP": 0, + "n_pred": 0, + "n_ref": 202 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0030.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0030.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0035.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0035.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9637367777513356, + "FN": 7280, + "FP": 1558, + "IoU": 0.9300115617922362, + "TN": 574650, + "TP": 117440, + "n_pred": 118998, + "n_ref": 124720 + }, + "10": { + "Dice": 0.0, + "FN": 30, + "FP": 13, + "IoU": 0.0, + "TN": 700885, + "TP": 0, + "n_pred": 13, + "n_ref": 30 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5334455195624737, + "FN": 393, + "FP": 716, + "IoU": 0.36374067699368906, + "TN": 699185, + "TP": 634, + "n_pred": 1350, + "n_ref": 1027 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9255859695131946, + "FN": 503, + "FP": 1313, + "IoU": 0.8614797864225782, + "TN": 687818, + "TP": 11294, + "n_pred": 12607, + "n_ref": 11797 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7930713065092434, + "FN": 1203, + "FP": 6789, + "IoU": 0.6570987257047239, + "TN": 677621, + "TP": 15315, + "n_pred": 22104, + "n_ref": 16518 + }, + "6": { + "Dice": 0.9938751293043917, + "FN": 1147, + "FP": 1026, + "IoU": 0.9878248299510304, + "TN": 522450, + "TP": 176305, + "n_pred": 177331, + "n_ref": 177452 + }, + "7": { + "Dice": 0.8936888454011742, + "FN": 7822, + "FP": 870, + "IoU": 0.8078096670057047, + "TN": 655702, + "TP": 36534, + "n_pred": 37404, + "n_ref": 44356 + }, + "8": { + "Dice": 0.9397477433420951, + "FN": 1318, + "FP": 1639, + "IoU": 0.8863435446054503, + "TN": 674911, + "TP": 23060, + "n_pred": 24699, + "n_ref": 24378 + }, + "9": { + "Dice": 0.8326897084379223, + "FN": 1868, + "FP": 1598, + "IoU": 0.7133405011992391, + "TN": 688837, + "TP": 8625, + "n_pred": 10223, + "n_ref": 10493 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0048.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0048.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.8970851444643314, + "FN": 20792, + "FP": 1748, + "IoU": 0.8133766083227078, + "TN": 54454, + "TP": 98238, + "n_pred": 99986, + "n_ref": 119030 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0050.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0050.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6059103358800634, + "FN": 48, + "FP": 13621, + "IoU": 0.43462795218596184, + "TN": 1552911, + "TP": 10508, + "n_pred": 24129, + "n_ref": 10556 + }, + "10": { + "Dice": 0.6715782838231817, + "FN": 2367, + "FP": 5969, + "IoU": 0.505545999169583, + "TN": 1560229, + "TP": 8523, + "n_pred": 14492, + "n_ref": 10890 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 1605, + "IoU": 0.0, + "TN": 1575483, + "TP": 0, + "n_pred": 1605, + "n_ref": 0 + }, + "12": { + "Dice": 0.0063536886692552065, + "FN": 2811, + "FP": 4, + "IoU": 0.003186968838526912, + "TN": 1574264, + "TP": 9, + "n_pred": 13, + "n_ref": 2820 + }, + "13": { + "Dice": 0.5401319991483926, + "FN": 3010, + "FP": 1310, + "IoU": 0.3699868747265568, + "TN": 1570231, + "TP": 2537, + "n_pred": 3847, + "n_ref": 5547 + }, + "14": { + "Dice": 0.011813689981920224, + "FN": 329, + "FP": 167468, + "IoU": 0.005941943127962085, + "TN": 1408288, + "TP": 1003, + "n_pred": 168471, + "n_ref": 1332 + }, + "15": { + "Dice": 0.36570631970260226, + "FN": 390, + "FP": 2340, + "IoU": 0.22377025874324707, + "TN": 1573571, + "TP": 787, + "n_pred": 3127, + "n_ref": 1177 + }, + "2": { + "Dice": 0.9140782793820623, + "FN": 3350, + "FP": 2946, + "IoU": 0.8417533805861358, + "TN": 1537302, + "TP": 33490, + "n_pred": 36436, + "n_ref": 36840 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 429, + "IoU": 0.0, + "TN": 1576659, + "TP": 0, + "n_pred": 429, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 3684, + "IoU": 0.0, + "TN": 1573404, + "TP": 0, + "n_pred": 3684, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.42623360399750154, + "FN": 72, + "FP": 4521, + "IoU": 0.27083664073662483, + "TN": 1570789, + "TP": 1706, + "n_pred": 6227, + "n_ref": 1778 + }, + "7": { + "Dice": 0.770015455950541, + "FN": 189, + "FP": 5763, + "IoU": 0.6260366926363408, + "TN": 1561172, + "TP": 9964, + "n_pred": 15727, + "n_ref": 10153 + }, + "8": { + "Dice": 0.880228456240551, + "FN": 298, + "FP": 415, + "IoU": 0.7860786078607861, + "TN": 1573755, + "TP": 2620, + "n_pred": 3035, + "n_ref": 2918 + }, + "9": { + "Dice": 0.7926083317236495, + "FN": 596, + "FP": 2625, + "IoU": 0.6564633105802048, + "TN": 1567712, + "TP": 6155, + "n_pred": 8780, + "n_ref": 6751 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0052.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0052.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.5783132530120482, + "FN": 136, + "FP": 39, + "IoU": 0.4067796610169492, + "TN": 350169, + "TP": 120, + "n_pred": 159, + "n_ref": 256 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.49679379007762403, + "FN": 2945, + "FP": 37, + "IoU": 0.33048944768747196, + "TN": 346010, + "TP": 1472, + "n_pred": 1509, + "n_ref": 4417 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8981845792779733, + "FN": 1333, + "FP": 3092, + "IoU": 0.8151860669089087, + "TN": 326521, + "TP": 19518, + "n_pred": 22610, + "n_ref": 20851 + }, + "5": { + "Dice": 0.8532562489372556, + "FN": 416, + "FP": 1310, + "IoU": 0.7440688018979834, + "TN": 343720, + "TP": 5018, + "n_pred": 6328, + "n_ref": 5434 + }, + "6": { + "Dice": 0.948394784681088, + "FN": 5246, + "FP": 687, + "IoU": 0.901854394468247, + "TN": 290013, + "TP": 54518, + "n_pred": 55205, + "n_ref": 59764 + }, + "7": { + "Dice": 0.8721047331319235, + "FN": 1082, + "FP": 2855, + "IoU": 0.7732142857142857, + "TN": 333104, + "TP": 13423, + "n_pred": 16278, + "n_ref": 14505 + }, + "8": { + "Dice": 0.9588083122494812, + "FN": 1958, + "FP": 940, + "IoU": 0.9208758805220335, + "TN": 313838, + "TP": 33728, + "n_pred": 34668, + "n_ref": 35686 + }, + "9": { + "Dice": 0.3064516129032258, + "FN": 62, + "FP": 1400, + "IoU": 0.18095238095238095, + "TN": 348679, + "TP": 323, + "n_pred": 1723, + "n_ref": 385 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0084.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0084.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.7473741201949107, + "FN": 1327, + "FP": 1006, + "IoU": 0.5966459197786999, + "TN": 344680, + "TP": 3451, + "n_pred": 4457, + "n_ref": 4778 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.957966170363618, + "FN": 504, + "FP": 326, + "IoU": 0.9193234836702955, + "TN": 340176, + "TP": 9458, + "n_pred": 9784, + "n_ref": 9962 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9811312731872734, + "FN": 1298, + "FP": 2252, + "IoU": 0.962961417273543, + "TN": 254618, + "TP": 92296, + "n_pred": 94548, + "n_ref": 93594 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8845409292035398, + "FN": 1041, + "FP": 629, + "IoU": 0.7929837610016115, + "TN": 342397, + "TP": 6397, + "n_pred": 7026, + "n_ref": 7438 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0098.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0098.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.6153846153846154, + "FN": 4, + "FP": 1, + "IoU": 0.4444444444444444, + "TN": 350455, + "TP": 4, + "n_pred": 5, + "n_ref": 8 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7692307692307693, + "FN": 7, + "FP": 113, + "IoU": 0.625, + "TN": 350144, + "TP": 200, + "n_pred": 313, + "n_ref": 207 + }, + "6": { + "Dice": 0.9782125910027747, + "FN": 1783, + "FP": 2308, + "IoU": 0.9573543208589597, + "TN": 254534, + "TP": 91839, + "n_pred": 94147, + "n_ref": 93622 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9556703834647811, + "FN": 137, + "FP": 26, + "IoU": 0.9151041666666667, + "TN": 348544, + "TP": 1757, + "n_pred": 1783, + "n_ref": 1894 + }, + "9": { + "Dice": 0.9357888929053861, + "FN": 1920, + "FP": 1455, + "IoU": 0.8793263729977117, + "TN": 322496, + "TP": 24593, + "n_pred": 26048, + "n_ref": 26513 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0104.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0104.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8281094336730784, + "FN": 1957, + "FP": 286, + "IoU": 0.7066439968611038, + "TN": 342818, + "TP": 5403, + "n_pred": 5689, + "n_ref": 7360 + }, + "10": { + "Dice": 0.8782161234991424, + "FN": 1188, + "FP": 516, + "IoU": 0.7828746177370031, + "TN": 342616, + "TP": 6144, + "n_pred": 6660, + "n_ref": 7332 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6363176530096105, + "FN": 1697, + "FP": 460, + "IoU": 0.46661721068249257, + "TN": 346420, + "TP": 1887, + "n_pred": 2347, + "n_ref": 3584 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.511061404583895, + "FN": 10461, + "FP": 21453, + "IoU": 0.34323873808984834, + "TN": 301871, + "TP": 16679, + "n_pred": 38132, + "n_ref": 27140 + }, + "15": { + "Dice": 0.7903397773388103, + "FN": 201, + "FP": 25166, + "IoU": 0.6533568373440468, + "TN": 277285, + "TP": 47812, + "n_pred": 72978, + "n_ref": 48013 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 9, + "IoU": 0.0, + "TN": 350455, + "TP": 0, + "n_pred": 9, + "n_ref": 0 + }, + "3": { + "Dice": 0.9670184696569921, + "FN": 370, + "FP": 380, + "IoU": 0.9361430395913155, + "TN": 338719, + "TP": 10995, + "n_pred": 11375, + "n_ref": 11365 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8099173553719008, + "FN": 76, + "FP": 292, + "IoU": 0.6805555555555556, + "TN": 349312, + "TP": 784, + "n_pred": 1076, + "n_ref": 860 + }, + "6": { + "Dice": 0.3166001140901312, + "FN": 529, + "FP": 1867, + "IoU": 0.1880718400542189, + "TN": 347513, + "TP": 555, + "n_pred": 2422, + "n_ref": 1084 + }, + "7": { + "Dice": 0.9454433821594597, + "FN": 2571, + "FP": 1161, + "IoU": 0.896531647675289, + "TN": 314395, + "TP": 32337, + "n_pred": 33498, + "n_ref": 34908 + }, + "8": { + "Dice": 0.957881708734951, + "FN": 295, + "FP": 828, + "IoU": 0.919167926293817, + "TN": 336571, + "TP": 12770, + "n_pred": 13598, + "n_ref": 13065 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0109.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0109.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8388050872522922, + "FN": 10484, + "FP": 2596, + "IoU": 0.7223637289862456, + "TN": 829048, + "TP": 34032, + "n_pred": 36628, + "n_ref": 44516 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6721082089552238, + "FN": 2417, + "FP": 395, + "IoU": 0.5061468212153144, + "TN": 870466, + "TP": 2882, + "n_pred": 3277, + "n_ref": 5299 + }, + "13": { + "Dice": 0.6079025915573033, + "FN": 16494, + "FP": 58, + "IoU": 0.4366810740904605, + "TN": 846777, + "TP": 12831, + "n_pred": 12889, + "n_ref": 29325 + }, + "14": { + "Dice": 0.8077305493412876, + "FN": 5762, + "FP": 426, + "IoU": 0.6774731575106848, + "TN": 856974, + "TP": 12998, + "n_pred": 13424, + "n_ref": 18760 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 1576, + "IoU": 0.0, + "TN": 874584, + "TP": 0, + "n_pred": 1576, + "n_ref": 0 + }, + "2": { + "Dice": 0.870026525198939, + "FN": 44, + "FP": 5, + "IoU": 0.7699530516431925, + "TN": 875947, + "TP": 164, + "n_pred": 169, + "n_ref": 208 + }, + "3": { + "Dice": 0.9696529542978679, + "FN": 315, + "FP": 270, + "IoU": 0.9410935454636995, + "TN": 866229, + "TP": 9346, + "n_pred": 9616, + "n_ref": 9661 + }, + "4": { + "Dice": 0.5781548892971458, + "FN": 12482, + "FP": 9791, + "IoU": 0.40662297527706737, + "TN": 838624, + "TP": 15263, + "n_pred": 25054, + "n_ref": 27745 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9752832422073164, + "FN": 566, + "FP": 8204, + "IoU": 0.9517588492532798, + "TN": 694365, + "TP": 173025, + "n_pred": 181229, + "n_ref": 173591 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 8027, + "IoU": 0.0, + "TN": 868133, + "TP": 0, + "n_pred": 8027, + "n_ref": 0 + }, + "8": { + "Dice": 0.9353448275862069, + "FN": 6, + "FP": 24, + "IoU": 0.8785425101214575, + "TN": 875913, + "TP": 217, + "n_pred": 241, + "n_ref": 223 + }, + "9": { + "Dice": 0.8970090488360848, + "FN": 1148, + "FP": 343, + "IoU": 0.813251503006012, + "TN": 868176, + "TP": 6493, + "n_pred": 6836, + "n_ref": 7641 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0131.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0131.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.3489562820007877, + "FN": 1562, + "FP": 91, + "IoU": 0.21135496183206107, + "TN": 523600, + "TP": 443, + "n_pred": 534, + "n_ref": 2005 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9724070830900954, + "FN": 2184, + "FP": 1361, + "IoU": 0.9462960157551886, + "TN": 459686, + "TP": 62465, + "n_pred": 63826, + "n_ref": 64649 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.3333333333333333, + "FN": 94, + "FP": 2, + "IoU": 0.2, + "TN": 525576, + "TP": 24, + "n_pred": 26, + "n_ref": 118 + }, + "6": { + "Dice": 0.973184413574719, + "FN": 544, + "FP": 3199, + "IoU": 0.9477694207610622, + "TN": 454033, + "TP": 67920, + "n_pred": 71119, + "n_ref": 68464 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9817400196164361, + "FN": 1084, + "FP": 666, + "IoU": 0.9641349346231094, + "TN": 476902, + "TP": 47044, + "n_pred": 47710, + "n_ref": 48128 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0134.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0134.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.05808881385453351, + "FN": 123299, + "FP": 0, + "IoU": 0.02991321862141132, + "TN": 223363, + "TP": 3802, + "n_pred": 3802, + "n_ref": 127101 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6746545303266487, + "FN": 610, + "FP": 129210, + "IoU": 0.5090405073727124, + "TN": 86043, + "TP": 134601, + "n_pred": 263811, + "n_ref": 135211 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0147.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0147.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9172236503856042, + "FN": 138, + "FP": 23, + "IoU": 0.8471035137701804, + "TN": 174179, + "TP": 892, + "n_pred": 915, + "n_ref": 1030 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0158.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0158.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.5921787709497207, + "FN": 49, + "FP": 24, + "IoU": 0.42063492063492064, + "TN": 350338, + "TP": 53, + "n_pred": 77, + "n_ref": 102 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9685467091241374, + "FN": 3115, + "FP": 3098, + "IoU": 0.9390117009580651, + "TN": 248592, + "TP": 95659, + "n_pred": 98757, + "n_ref": 98774 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9700173520035511, + "FN": 674, + "FP": 812, + "IoU": 0.9417802852217521, + "TN": 324940, + "TP": 24038, + "n_pred": 24850, + "n_ref": 24712 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0166.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0166.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7939702308626975, + "FN": 3357, + "FP": 2069, + "IoU": 0.658333858069391, + "TN": 334583, + "TP": 10455, + "n_pred": 12524, + "n_ref": 13812 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5644629914342192, + "FN": 1981, + "FP": 2, + "IoU": 0.3932068543451652, + "TN": 347196, + "TP": 1285, + "n_pred": 1287, + "n_ref": 3266 + }, + "13": { + "Dice": 0.3516483516483517, + "FN": 51, + "FP": 8, + "IoU": 0.21333333333333335, + "TN": 350389, + "TP": 16, + "n_pred": 24, + "n_ref": 67 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9582146484036361, + "FN": 259, + "FP": 1428, + "IoU": 0.9197812648597242, + "TN": 329434, + "TP": 19343, + "n_pred": 20771, + "n_ref": 19602 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8640524353034241, + "FN": 1695, + "FP": 711, + "IoU": 0.7606446478312774, + "TN": 340412, + "TP": 7646, + "n_pred": 8357, + "n_ref": 9341 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9700675344596178, + "FN": 376, + "FP": 2434, + "IoU": 0.941874896574549, + "TN": 302120, + "TP": 45534, + "n_pred": 47968, + "n_ref": 45910 + }, + "9": { + "Dice": 0.844566712517194, + "FN": 91, + "FP": 22, + "IoU": 0.7309523809523809, + "TN": 350044, + "TP": 307, + "n_pred": 329, + "n_ref": 398 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0199.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0199.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 59767, + "IoU": 0.0, + "TN": 115465, + "TP": 0, + "n_pred": 59767, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0224.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0224.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0268.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0268.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9041619872571803, + "FN": 5121, + "FP": 3498, + "IoU": 0.825087263576589, + "TN": 125956, + "TP": 40657, + "n_pred": 44155, + "n_ref": 45778 + }, + "10": { + "Dice": 0.0, + "FN": 1088, + "FP": 0, + "IoU": 0.0, + "TN": 174144, + "TP": 0, + "n_pred": 0, + "n_ref": 1088 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 175227, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "7": { + "Dice": 0.9537688442211055, + "FN": 779, + "FP": 141, + "IoU": 0.9116234390009607, + "TN": 164822, + "TP": 9490, + "n_pred": 9631, + "n_ref": 10269 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0281.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0281.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7854807800698906, + "FN": 1834, + "FP": 69, + "IoU": 0.6467421570447374, + "TN": 345077, + "TP": 3484, + "n_pred": 3553, + "n_ref": 5318 + }, + "10": { + "Dice": 0.8898839812741706, + "FN": 1347, + "FP": 1899, + "IoU": 0.8016134946828016, + "TN": 334102, + "TP": 13116, + "n_pred": 15015, + "n_ref": 14463 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7675276752767528, + "FN": 486, + "FP": 1341, + "IoU": 0.6227544910179641, + "TN": 345621, + "TP": 3016, + "n_pred": 4357, + "n_ref": 3502 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 19, + "IoU": 0.0, + "TN": 350445, + "TP": 0, + "n_pred": 19, + "n_ref": 0 + }, + "14": { + "Dice": 0.5219416084542361, + "FN": 7684, + "FP": 323, + "IoU": 0.35312651478429474, + "TN": 338086, + "TP": 4371, + "n_pred": 4694, + "n_ref": 12055 + }, + "15": { + "Dice": 0.8619617403417995, + "FN": 21977, + "FP": 219, + "IoU": 0.7574101600069948, + "TN": 258968, + "TP": 69300, + "n_pred": 69519, + "n_ref": 91277 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 372, + "IoU": 0.0, + "TN": 350092, + "TP": 0, + "n_pred": 372, + "n_ref": 0 + }, + "3": { + "Dice": 0.9640836511462219, + "FN": 1261, + "FP": 453, + "IoU": 0.9306578202119913, + "TN": 325746, + "TP": 23004, + "n_pred": 23457, + "n_ref": 24265 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9420605101839035, + "FN": 249, + "FP": 44, + "IoU": 0.8904672897196262, + "TN": 347789, + "TP": 2382, + "n_pred": 2426, + "n_ref": 2631 + }, + "7": { + "Dice": 0.9054715544435984, + "FN": 1430, + "FP": 308, + "IoU": 0.8272709202941761, + "TN": 340402, + "TP": 8324, + "n_pred": 8632, + "n_ref": 9754 + }, + "8": { + "Dice": 0.9781516052928505, + "FN": 511, + "FP": 128, + "IoU": 0.9572375025095362, + "TN": 335521, + "TP": 14304, + "n_pred": 14432, + "n_ref": 14815 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0302.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0302.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1825, + "IoU": 0.0, + "TN": 523871, + "TP": 0, + "n_pred": 1825, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 528, + "IoU": 0.0, + "TN": 525168, + "TP": 0, + "n_pred": 528, + "n_ref": 0 + }, + "11": { + "Dice": 0.3903133903133903, + "FN": 361, + "FP": 67, + "IoU": 0.2424778761061947, + "TN": 525131, + "TP": 137, + "n_pred": 204, + "n_ref": 498 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 463, + "IoU": 0.0, + "TN": 525233, + "TP": 0, + "n_pred": 463, + "n_ref": 0 + }, + "14": { + "Dice": 0.8881697231211795, + "FN": 3407, + "FP": 6545, + "IoU": 0.7988357050452781, + "TN": 476224, + "TP": 39520, + "n_pred": 46065, + "n_ref": 42927 + }, + "15": { + "Dice": 0.2107030148391862, + "FN": 11199, + "FP": 556, + "IoU": 0.1177574302011408, + "TN": 512372, + "TP": 1569, + "n_pred": 2125, + "n_ref": 12768 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8768414970265033, + "FN": 71853, + "FP": 402, + "IoU": 0.7806925689518589, + "TN": 196227, + "TP": 257214, + "n_pred": 257616, + "n_ref": 329067 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.29136019321550116, + "FN": 1766, + "FP": 4689, + "IoU": 0.17052171678231817, + "TN": 517914, + "TP": 1327, + "n_pred": 6016, + "n_ref": 3093 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0317.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0317.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9572474001797406, + "FN": 427, + "FP": 572, + "IoU": 0.9180004924895346, + "TN": 513513, + "TP": 11184, + "n_pred": 11756, + "n_ref": 11611 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6422995031937544, + "FN": 223, + "FP": 3809, + "IoU": 0.47307893361212755, + "TN": 518044, + "TP": 3620, + "n_pred": 7429, + "n_ref": 3843 + }, + "7": { + "Dice": 0.9871325058261012, + "FN": 4537, + "FP": 3044, + "IoU": 0.9745919495927875, + "TN": 227326, + "TP": 290789, + "n_pred": 293833, + "n_ref": 295326 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0336.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0336.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 12, + "IoU": 0.0, + "TN": 350452, + "TP": 0, + "n_pred": 12, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 22144, + "IoU": 0.0, + "TN": 328320, + "TP": 0, + "n_pred": 22144, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 9, + "IoU": 0.0, + "TN": 350455, + "TP": 0, + "n_pred": 9, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 935, + "IoU": 0.0, + "TN": 349529, + "TP": 0, + "n_pred": 935, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 48070, + "IoU": 0.0, + "TN": 302394, + "TP": 0, + "n_pred": 48070, + "n_ref": 0 + }, + "7": { + "Dice": 0.7454394065551434, + "FN": 616, + "FP": 2747, + "IoU": 0.5941836611560275, + "TN": 342177, + "TP": 4924, + "n_pred": 7671, + "n_ref": 5540 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0350.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0350.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.05660377358490566, + "FN": 5, + "FP": 95, + "IoU": 0.02912621359223301, + "TN": 350361, + "TP": 3, + "n_pred": 98, + "n_ref": 8 + }, + "10": { + "Dice": 0.8468420349846442, + "FN": 3546, + "FP": 1042, + "IoU": 0.7343677628531727, + "TN": 333192, + "TP": 12684, + "n_pred": 13726, + "n_ref": 16230 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 208, + "FP": 0, + "IoU": 0.0, + "TN": 350256, + "TP": 0, + "n_pred": 0, + "n_ref": 208 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9293408013787161, + "FN": 256, + "FP": 72, + "IoU": 0.8680080482897384, + "TN": 347979, + "TP": 2157, + "n_pred": 2229, + "n_ref": 2413 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9689413533169751, + "FN": 977, + "FP": 1833, + "IoU": 0.9397538699026629, + "TN": 303822, + "TP": 43832, + "n_pred": 45665, + "n_ref": 44809 + }, + "7": { + "Dice": 0.8103107712804472, + "FN": 20178, + "FP": 12569, + "IoU": 0.6811112950501992, + "TN": 247773, + "TP": 69944, + "n_pred": 82513, + "n_ref": 90122 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0358.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0358.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9758666922045585, + "FN": 1386, + "FP": 882, + "IoU": 0.9528707686553207, + "TN": 477573, + "TP": 45855, + "n_pred": 46737, + "n_ref": 47241 + }, + "10": { + "Dice": 0.8949796472184531, + "FN": 2649, + "FP": 2769, + "IoU": 0.8099214145383105, + "TN": 497192, + "TP": 23086, + "n_pred": 25855, + "n_ref": 25735 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 6, + "FP": 0, + "IoU": 0.0, + "TN": 525690, + "TP": 0, + "n_pred": 0, + "n_ref": 6 + }, + "13": { + "Dice": 0.792998766720425, + "FN": 2585, + "FP": 1779, + "IoU": 0.6569991354240352, + "TN": 512973, + "TP": 8359, + "n_pred": 10138, + "n_ref": 10944 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9172932330827067, + "FN": 9, + "FP": 35, + "IoU": 0.8472222222222222, + "TN": 525408, + "TP": 244, + "n_pred": 279, + "n_ref": 253 + }, + "3": { + "Dice": 0.9746415397200229, + "FN": 1058, + "FP": 585, + "IoU": 0.9505373754402866, + "TN": 492479, + "TP": 31574, + "n_pred": 32159, + "n_ref": 32632 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 178, + "IoU": 0.0, + "TN": 525518, + "TP": 0, + "n_pred": 178, + "n_ref": 0 + }, + "7": { + "Dice": 0.926325620006226, + "FN": 805, + "FP": 615, + "IoU": 0.8627621532811443, + "TN": 515349, + "TP": 8927, + "n_pred": 9542, + "n_ref": 9732 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9505800813620612, + "FN": 309, + "FP": 1003, + "IoU": 0.9058147882268486, + "TN": 511766, + "TP": 12618, + "n_pred": 13621, + "n_ref": 12927 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0361.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0361.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9835280952398955, + "FN": 3545, + "FP": 812, + "IoU": 0.9675900441852507, + "TN": 1267422, + "TP": 130077, + "n_pred": 130889, + "n_ref": 133622 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 54, + "IoU": 0.0, + "TN": 1401802, + "TP": 0, + "n_pred": 54, + "n_ref": 0 + }, + "11": { + "Dice": 0.8473844184930411, + "FN": 630, + "FP": 1278, + "IoU": 0.7351839000693963, + "TN": 1394651, + "TP": 5297, + "n_pred": 6575, + "n_ref": 5927 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6390594382756368, + "FN": 5358, + "FP": 168, + "IoU": 0.4695718947974659, + "TN": 1391438, + "TP": 4892, + "n_pred": 5060, + "n_ref": 10250 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9668759668759669, + "FN": 360, + "FP": 368, + "IoU": 0.9358759799172025, + "TN": 1390503, + "TP": 10625, + "n_pred": 10993, + "n_ref": 10985 + }, + "3": { + "Dice": 0.9427312775330396, + "FN": 115, + "FP": 15, + "IoU": 0.8916666666666667, + "TN": 1400656, + "TP": 1070, + "n_pred": 1085, + "n_ref": 1185 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9919373787418014, + "FN": 2460, + "FP": 4746, + "IoU": 0.9840037293553543, + "TN": 951376, + "TP": 443274, + "n_pred": 448020, + "n_ref": 445734 + }, + "7": { + "Dice": 0.7610641014683067, + "FN": 33773, + "FP": 58478, + "IoU": 0.6142885216016992, + "TN": 1162685, + "TP": 146920, + "n_pred": 205398, + "n_ref": 180693 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8938938125050817, + "FN": 905, + "FP": 400, + "IoU": 0.8081446633343135, + "TN": 1395054, + "TP": 5497, + "n_pred": 5897, + "n_ref": 6402 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0362.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0362.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8879455719020759, + "FN": 1127, + "FP": 800, + "IoU": 0.7984731227776616, + "TN": 866598, + "TP": 7635, + "n_pred": 8435, + "n_ref": 8762 + }, + "10": { + "Dice": 0.7555911728477509, + "FN": 7392, + "FP": 9077, + "IoU": 0.6071888565567906, + "TN": 834234, + "TP": 25457, + "n_pred": 34534, + "n_ref": 32849 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 10, + "FP": 0, + "IoU": 0.0, + "TN": 876150, + "TP": 0, + "n_pred": 0, + "n_ref": 10 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 876159, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "3": { + "Dice": 0.9746913327043767, + "FN": 379, + "FP": 238, + "IoU": 0.9506321011361818, + "TN": 863662, + "TP": 11881, + "n_pred": 12119, + "n_ref": 12260 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9611396035361568, + "FN": 2063, + "FP": 12720, + "IoU": 0.925186489741799, + "TN": 678562, + "TP": 182815, + "n_pred": 195535, + "n_ref": 184878 + }, + "7": { + "Dice": 0.9591766112008774, + "FN": 25661, + "FP": 5011, + "IoU": 0.9215555890875518, + "TN": 485157, + "TP": 360331, + "n_pred": 365342, + "n_ref": 385992 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0379.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0379.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9754395889313157, + "FN": 318, + "FP": 203, + "IoU": 0.9520566853777491, + "TN": 339597, + "TP": 10346, + "n_pred": 10549, + "n_ref": 10664 + }, + "10": { + "Dice": 0.8726454033771107, + "FN": 1301, + "FP": 2093, + "IoU": 0.7740647050991879, + "TN": 335442, + "TP": 11628, + "n_pred": 13721, + "n_ref": 12929 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8699964576691464, + "FN": 222, + "FP": 145, + "IoU": 0.7699059561128526, + "TN": 348869, + "TP": 1228, + "n_pred": 1373, + "n_ref": 1450 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9754539552223176, + "FN": 926, + "FP": 1418, + "IoU": 0.9520840573192421, + "TN": 301545, + "TP": 46575, + "n_pred": 47993, + "n_ref": 47501 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.8508137432188065, + "FN": 559, + "FP": 101, + "IoU": 0.7403619197482297, + "TN": 347922, + "TP": 1882, + "n_pred": 1983, + "n_ref": 2441 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0401.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0401.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": 0.5986268842243336, + "FN": 1478.3866666666665, + "FP": 1080.5511111111111, + "IoU": 0.5161368007311293, + "TN": 392336.12888888887, + "TP": 8138.533333333336, + "n_pred": 9219.084444444445, + "n_ref": 9616.920000000002 + }, + "mean": { + "1": { + "Dice": 0.4705549073848754, + "FN": 345.6333333333333, + "FP": 274.06666666666666, + "IoU": 0.4159573849854456, + "TN": 396088.56666666665, + "TP": 6325.333333333333, + "n_pred": 6599.4, + "n_ref": 6670.966666666666 + }, + "10": { + "Dice": 0.593620187369704, + "FN": 1834.0, + "FP": 570.9, + "IoU": 0.492706295528339, + "TN": 396961.1, + "TP": 3667.6, + "n_pred": 4238.5, + "n_ref": 5501.6 + }, + "11": { + "Dice": 0.4081338391365765, + "FN": 260.46666666666664, + "FP": 31.033333333333335, + "IoU": 0.31113606462213916, + "TN": 402554.5, + "TP": 187.6, + "n_pred": 218.63333333333333, + "n_ref": 448.06666666666666 + }, + "12": { + "Dice": 0.47150003388113154, + "FN": 200.93333333333334, + "FP": 163.03333333333333, + "IoU": 0.3538888234817361, + "TN": 402196.1, + "TP": 473.53333333333336, + "n_pred": 636.5666666666667, + "n_ref": 674.4666666666667 + }, + "13": { + "Dice": 0.40565570705267673, + "FN": 1480.2, + "FP": 1360.4, + "IoU": 0.33337511119603214, + "TN": 398079.8, + "TP": 2113.2, + "n_pred": 3473.6, + "n_ref": 3593.4 + }, + "14": { + "Dice": 0.43216630161161357, + "FN": 2863.866666666667, + "FP": 1375.2333333333333, + "IoU": 0.3703124534469398, + "TN": 393708.4, + "TP": 5086.1, + "n_pred": 6461.333333333333, + "n_ref": 7949.966666666666 + }, + "15": { + "Dice": 0.6387278097787887, + "FN": 3317.266666666667, + "FP": 387.3333333333333, + "IoU": 0.5258876110498614, + "TN": 393697.06666666665, + "TP": 5631.933333333333, + "n_pred": 6019.266666666666, + "n_ref": 8949.2 + }, + "2": { + "Dice": 0.581551856988735, + "FN": 1521.3333333333333, + "FP": 5425.7, + "IoU": 0.5318101263261604, + "TN": 382541.9, + "TP": 13544.666666666666, + "n_pred": 18970.366666666665, + "n_ref": 15066.0 + }, + "3": { + "Dice": 0.5224791699525405, + "FN": 4268.866666666667, + "FP": 1803.9666666666667, + "IoU": 0.46945103240911984, + "TN": 383629.9, + "TP": 13330.866666666667, + "n_pred": 15134.833333333334, + "n_ref": 17599.733333333334 + }, + "4": { + "Dice": 0.6465222202298343, + "FN": 907.8333333333334, + "FP": 353.43333333333334, + "IoU": 0.5925385693849543, + "TN": 396623.5333333333, + "TP": 5148.8, + "n_pred": 5502.233333333334, + "n_ref": 6056.633333333333 + }, + "5": { + "Dice": 0.7625052411507489, + "FN": 410.1666666666667, + "FP": 131.56666666666666, + "IoU": 0.6318415148431, + "TN": 400965.36666666664, + "TP": 1526.5, + "n_pred": 1658.0666666666666, + "n_ref": 1936.6666666666667 + }, + "6": { + "Dice": 0.7229876676023801, + "FN": 1634.3, + "FP": 1476.4333333333334, + "IoU": 0.6626019054250065, + "TN": 362149.56666666665, + "TP": 37773.3, + "n_pred": 39249.73333333333, + "n_ref": 39407.6 + }, + "7": { + "Dice": 0.7323221414226966, + "FN": 1893.3, + "FP": 1711.8666666666666, + "IoU": 0.6317367373215509, + "TN": 382697.4, + "TP": 16731.033333333333, + "n_pred": 18442.9, + "n_ref": 18624.333333333332 + }, + "8": { + "Dice": 0.7596660897065455, + "FN": 544.5333333333333, + "FP": 488.46666666666664, + "IoU": 0.696727564185536, + "TN": 395699.1, + "TP": 6301.5, + "n_pred": 6789.966666666666, + "n_ref": 6846.033333333334 + }, + "9": { + "Dice": 0.8310100900961547, + "FN": 693.1, + "FP": 654.8333333333334, + "IoU": 0.7220808167610188, + "TN": 397449.63333333336, + "TP": 4236.033333333334, + "n_pred": 4890.866666666667, + "n_ref": 4929.133333333333 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.764646820274094, + "FN": 16836, + "FP": 1213, + "IoU": 0.6189702125862906, + "TN": 478327, + "TP": 29320, + "n_pred": 30533, + "n_ref": 46156 + }, + "11": { + "Dice": 0.650641271791721, + "FN": 3904, + "FP": 645, + "IoU": 0.4821855435401252, + "TN": 516911, + "TP": 4236, + "n_pred": 4881, + "n_ref": 8140 + }, + "12": { + "Dice": 0.1791044776119403, + "FN": 505, + "FP": 45, + "IoU": 0.09836065573770492, + "TN": 525086, + "TP": 60, + "n_pred": 105, + "n_ref": 565 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 98, + "IoU": 0.0, + "TN": 525598, + "TP": 0, + "n_pred": 98, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9501762508549482, + "FN": 883, + "FP": 1011, + "IoU": 0.905081687882129, + "TN": 505742, + "TP": 18060, + "n_pred": 19071, + "n_ref": 18943 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9621322988197193, + "FN": 2965, + "FP": 5781, + "IoU": 0.9270278839254427, + "TN": 405842, + "TP": 111108, + "n_pred": 116889, + "n_ref": 114073 + }, + "7": { + "Dice": 0.8157570457526732, + "FN": 5221, + "FP": 4049, + "IoU": 0.688842642320086, + "TN": 495904, + "TP": 20522, + "n_pred": 24571, + "n_ref": 25743 + }, + "8": { + "Dice": 0.6783625730994152, + "FN": 110, + "FP": 0, + "IoU": 0.5132743362831859, + "TN": 525470, + "TP": 116, + "n_pred": 116, + "n_ref": 226 + }, + "9": { + "Dice": 0.8527786805329867, + "FN": 43, + "FP": 1316, + "IoU": 0.743342776203966, + "TN": 520401, + "TP": 3936, + "n_pred": 5252, + "n_ref": 3979 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0009.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0009.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 178, + "IoU": 0.0, + "TN": 350286, + "TP": 0, + "n_pred": 178, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.15248881176363138, + "FN": 1642, + "FP": 44755, + "IoU": 0.08253742263352515, + "TN": 299893, + "TP": 4174, + "n_pred": 48929, + "n_ref": 5816 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 18165, + "IoU": 0.0, + "TN": 332299, + "TP": 0, + "n_pred": 18165, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.17301038062283736, + "FN": 220, + "FP": 19, + "IoU": 0.0946969696969697, + "TN": 350200, + "TP": 25, + "n_pred": 44, + "n_ref": 245 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0016.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0016.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.5583646308572581, + "FN": 10584, + "FP": 6937, + "IoU": 0.38731335454767984, + "TN": 146635, + "TP": 11076, + "n_pred": 18013, + "n_ref": 21660 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.17142857142857143, + "FN": 55, + "FP": 264, + "IoU": 0.09375, + "TN": 174880, + "TP": 33, + "n_pred": 297, + "n_ref": 88 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 64, + "IoU": 0.0, + "TN": 175168, + "TP": 0, + "n_pred": 64, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8158643078239424, + "FN": 174, + "FP": 7143, + "IoU": 0.6889956220512603, + "TN": 151705, + "TP": 16210, + "n_pred": 23353, + "n_ref": 16384 + }, + "7": { + "Dice": 0.8076024411508282, + "FN": 10107, + "FP": 6444, + "IoU": 0.6772929340196537, + "TN": 123944, + "TP": 34737, + "n_pred": 41181, + "n_ref": 44844 + }, + "8": { + "Dice": 0.9328600405679514, + "FN": 841, + "FP": 483, + "IoU": 0.8741684090477095, + "TN": 164710, + "TP": 9198, + "n_pred": 9681, + "n_ref": 10039 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0019.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0019.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.4827586206896552, + "FN": 28, + "FP": 32, + "IoU": 0.3181818181818182, + "TN": 525608, + "TP": 28, + "n_pred": 60, + "n_ref": 56 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.6463200267653728, + "FN": 66446, + "FP": 153, + "IoU": 0.4774540803916799, + "TN": 398245, + "TP": 60852, + "n_pred": 61005, + "n_ref": 127298 + }, + "15": { + "Dice": 0.7928813956211217, + "FN": 1364, + "FP": 405, + "IoU": 0.6568380213385063, + "TN": 520541, + "TP": 3386, + "n_pred": 3791, + "n_ref": 4750 + }, + "2": { + "Dice": 0.9693229044564268, + "FN": 5076, + "FP": 2121, + "IoU": 0.9404719563940744, + "TN": 404795, + "TP": 113704, + "n_pred": 115825, + "n_ref": 118780 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8242394978271367, + "FN": 34, + "FP": 694, + "IoU": 0.7010266940451746, + "TN": 523261, + "TP": 1707, + "n_pred": 2401, + "n_ref": 1741 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0021.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0021.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.897914379802415, + "FN": 268, + "FP": 11, + "IoU": 0.8147410358565738, + "TN": 348958, + "TP": 1227, + "n_pred": 1238, + "n_ref": 1495 + }, + "10": { + "Dice": 0.5627425614489003, + "FN": 586, + "FP": 90, + "IoU": 0.3915391539153915, + "TN": 349353, + "TP": 435, + "n_pred": 525, + "n_ref": 1021 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 7, + "FP": 0, + "IoU": 0.0, + "TN": 350457, + "TP": 0, + "n_pred": 0, + "n_ref": 7 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 37539, + "IoU": 0.0, + "TN": 312925, + "TP": 0, + "n_pred": 37539, + "n_ref": 0 + }, + "3": { + "Dice": 0.7799683678103322, + "FN": 40553, + "FP": 1600, + "IoU": 0.6393017584392248, + "TN": 233599, + "TP": 74712, + "n_pred": 76312, + "n_ref": 115265 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0033.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0033.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8592422502870264, + "FN": 945, + "FP": 281, + "IoU": 0.7532206119162641, + "TN": 345496, + "TP": 3742, + "n_pred": 4023, + "n_ref": 4687 + }, + "7": { + "Dice": 0.9629305541532512, + "FN": 9376, + "FP": 537, + "IoU": 0.9285111599899037, + "TN": 211799, + "TP": 128752, + "n_pred": 129289, + "n_ref": 138128 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0043.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0043.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0054.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0054.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8407333926250257, + "FN": 3343, + "FP": 1313, + "IoU": 0.7252286810268516, + "TN": 333519, + "TP": 12289, + "n_pred": 13602, + "n_ref": 15632 + }, + "6": { + "Dice": 0.7012932832707551, + "FN": 403, + "FP": 3893, + "IoU": 0.5399935753292644, + "TN": 341125, + "TP": 5043, + "n_pred": 8936, + "n_ref": 5446 + }, + "7": { + "Dice": 0.8856537646832274, + "FN": 1012, + "FP": 1957, + "IoU": 0.7947743139558996, + "TN": 335997, + "TP": 11498, + "n_pred": 13455, + "n_ref": 12510 + }, + "8": { + "Dice": 0.9294032587083947, + "FN": 1865, + "FP": 3603, + "IoU": 0.8681170256385519, + "TN": 309003, + "TP": 35993, + "n_pred": 39596, + "n_ref": 37858 + }, + "9": { + "Dice": 0.6793418023701936, + "FN": 3447, + "FP": 314, + "IoU": 0.5143963847643641, + "TN": 342719, + "TP": 3984, + "n_pred": 4298, + "n_ref": 7431 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0057.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0057.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9485509265709907, + "FN": 2060, + "FP": 894, + "IoU": 0.9021368229252941, + "TN": 320279, + "TP": 27231, + "n_pred": 28125, + "n_ref": 29291 + }, + "15": { + "Dice": 0.860454946488166, + "FN": 16940, + "FP": 1249, + "IoU": 0.7550863775297239, + "TN": 276197, + "TP": 56078, + "n_pred": 57327, + "n_ref": 73018 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8917706596123987, + "FN": 764, + "FP": 3000, + "IoU": 0.8046806081677131, + "TN": 331193, + "TP": 15507, + "n_pred": 18507, + "n_ref": 16271 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9712246843671453, + "FN": 2602, + "FP": 1382, + "IoU": 0.9440590861860766, + "TN": 279246, + "TP": 67234, + "n_pred": 68616, + "n_ref": 69836 + }, + "7": { + "Dice": 0.7526178010471204, + "FN": 150, + "FP": 228, + "IoU": 0.6033578174186779, + "TN": 349511, + "TP": 575, + "n_pred": 803, + "n_ref": 725 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0066.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0066.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0075.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0075.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 312, + "IoU": 0.0, + "TN": 174920, + "TP": 0, + "n_pred": 312, + "n_ref": 0 + }, + "7": { + "Dice": 0.822550831792976, + "FN": 52, + "FP": 332, + "IoU": 0.6985871271585558, + "TN": 173958, + "TP": 890, + "n_pred": 1222, + "n_ref": 942 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0103.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0103.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8729488720543427, + "FN": 3323, + "FP": 1222, + "IoU": 0.7745423880152785, + "TN": 505537, + "TP": 15614, + "n_pred": 16836, + "n_ref": 18937 + }, + "11": { + "Dice": 0.07111111111111111, + "FN": 828, + "FP": 8, + "IoU": 0.03686635944700461, + "TN": 524828, + "TP": 32, + "n_pred": 40, + "n_ref": 860 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.32570830683380175, + "FN": 15974, + "FP": 16893, + "IoU": 0.19453498345790957, + "TN": 484891, + "TP": 7938, + "n_pred": 24831, + "n_ref": 23912 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.96719372670009, + "FN": 1324, + "FP": 1228, + "IoU": 0.936471583978492, + "TN": 485525, + "TP": 37619, + "n_pred": 38847, + "n_ref": 38943 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9327346820269807, + "FN": 2994, + "FP": 3493, + "IoU": 0.8739482735168956, + "TN": 474233, + "TP": 44976, + "n_pred": 48469, + "n_ref": 47970 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9695769833357072, + "FN": 3174, + "FP": 3234, + "IoU": 0.9409504326431316, + "TN": 417177, + "TP": 102111, + "n_pred": 105345, + "n_ref": 105285 + }, + "7": { + "Dice": 0.6173076923076923, + "FN": 206, + "FP": 988, + "IoU": 0.44645340751043117, + "TN": 523539, + "TP": 963, + "n_pred": 1951, + "n_ref": 1169 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7942013277333695, + "FN": 302, + "FP": 2736, + "IoU": 0.6586516853932585, + "TN": 516796, + "TP": 5862, + "n_pred": 8598, + "n_ref": 6164 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0116.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0116.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0142.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0142.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8292260430622657, + "FN": 10345, + "FP": 2274, + "IoU": 0.7082716848529683, + "TN": 307208, + "TP": 30637, + "n_pred": 32911, + "n_ref": 40982 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.713917118635143, + "FN": 10618, + "FP": 5681, + "IoU": 0.5551097281362594, + "TN": 313828, + "TP": 20337, + "n_pred": 26018, + "n_ref": 30955 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8552784222737819, + "FN": 45, + "FP": 953, + "IoU": 0.747149733975171, + "TN": 346517, + "TP": 2949, + "n_pred": 3902, + "n_ref": 2994 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8224804967361885, + "FN": 2607, + "FP": 738, + "IoU": 0.6984856679286101, + "TN": 339370, + "TP": 7749, + "n_pred": 8487, + "n_ref": 10356 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9265700483091788, + "FN": 453, + "FP": 2587, + "IoU": 0.8631863186318632, + "TN": 328244, + "TP": 19180, + "n_pred": 21767, + "n_ref": 19633 + }, + "7": { + "Dice": 0.8820030630053068, + "FN": 1708, + "FP": 1605, + "IoU": 0.7889136667728576, + "TN": 334769, + "TP": 12382, + "n_pred": 13987, + "n_ref": 14090 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8471107298241314, + "FN": 458, + "FP": 4532, + "IoU": 0.7347719783140215, + "TN": 331650, + "TP": 13824, + "n_pred": 18356, + "n_ref": 14282 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0161.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0161.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0188.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0188.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.511842865395725, + "FN": 36, + "FP": 809, + "IoU": 0.343944099378882, + "TN": 524408, + "TP": 443, + "n_pred": 1252, + "n_ref": 479 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9227956772043228, + "FN": 3662, + "FP": 3982, + "IoU": 0.8566579781349035, + "TN": 472369, + "TP": 45683, + "n_pred": 49665, + "n_ref": 49345 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0197.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0197.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.5603309939485336, + "FN": 22308, + "FP": 433, + "IoU": 0.38920820799312417, + "TN": 488464, + "TP": 14491, + "n_pred": 14924, + "n_ref": 36799 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 20429, + "IoU": 0.0, + "TN": 505267, + "TP": 0, + "n_pred": 20429, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9911077657976455, + "FN": 2230, + "FP": 499, + "IoU": 0.9823722813975571, + "TN": 370883, + "TP": 152084, + "n_pred": 152583, + "n_ref": 154314 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 21, + "IoU": 0.0, + "TN": 525675, + "TP": 0, + "n_pred": 21, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0215.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0215.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7845575851794274, + "FN": 1480, + "FP": 183, + "IoU": 0.6454913664463867, + "TN": 345773, + "TP": 3028, + "n_pred": 3211, + "n_ref": 4508 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5475792988313857, + "FN": 86, + "FP": 456, + "IoU": 0.37701149425287356, + "TN": 349594, + "TP": 328, + "n_pred": 784, + "n_ref": 414 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 126, + "IoU": 0.0, + "TN": 350338, + "TP": 0, + "n_pred": 126, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 4060, + "IoU": 0.0, + "TN": 346404, + "TP": 0, + "n_pred": 4060, + "n_ref": 0 + }, + "15": { + "Dice": 0.7448752924482884, + "FN": 59775, + "FP": 637, + "IoU": 0.593467157459809, + "TN": 201861, + "TP": 88191, + "n_pred": 88828, + "n_ref": 147966 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8206818609907703, + "FN": 869, + "FP": 1035, + "IoU": 0.6958952244050471, + "TN": 344203, + "TP": 4357, + "n_pred": 5392, + "n_ref": 5226 + }, + "6": { + "Dice": 0.9511147572628125, + "FN": 2944, + "FP": 1108, + "IoU": 0.9067862893949851, + "TN": 306994, + "TP": 39418, + "n_pred": 40526, + "n_ref": 42362 + }, + "7": { + "Dice": 0.9455251276425166, + "FN": 1381, + "FP": 1201, + "IoU": 0.8966786714685875, + "TN": 325474, + "TP": 22408, + "n_pred": 23609, + "n_ref": 23789 + }, + "8": { + "Dice": 0.9570270002967065, + "FN": 423, + "FP": 1315, + "IoU": 0.9175951827793846, + "TN": 329373, + "TP": 19353, + "n_pred": 20668, + "n_ref": 19776 + }, + "9": { + "Dice": 0.9009287925696594, + "FN": 61, + "FP": 3, + "IoU": 0.819718309859155, + "TN": 350109, + "TP": 291, + "n_pred": 294, + "n_ref": 352 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0230.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0230.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0239.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0239.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6622423210195572, + "FN": 272, + "FP": 5479, + "IoU": 0.49503907278953374, + "TN": 864771, + "TP": 5638, + "n_pred": 11117, + "n_ref": 5910 + }, + "10": { + "Dice": 0.9226950872326447, + "FN": 816, + "FP": 243, + "IoU": 0.8564846185119935, + "TN": 868781, + "TP": 6320, + "n_pred": 6563, + "n_ref": 7136 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.80242366638945, + "FN": 584, + "FP": 1079, + "IoU": 0.6700396825396825, + "TN": 871120, + "TP": 3377, + "n_pred": 4456, + "n_ref": 3961 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.16482770754266468, + "FN": 666, + "FP": 32563, + "IoU": 0.08981593075490303, + "TN": 839652, + "TP": 3279, + "n_pred": 35842, + "n_ref": 3945 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 5989, + "IoU": 0.0, + "TN": 870171, + "TP": 0, + "n_pred": 5989, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 23934, + "IoU": 0.0, + "TN": 852226, + "TP": 0, + "n_pred": 23934, + "n_ref": 0 + }, + "3": { + "Dice": 0.7851808463903939, + "FN": 26889, + "FP": 984, + "IoU": 0.6463355834136933, + "TN": 797348, + "TP": 50939, + "n_pred": 51923, + "n_ref": 77828 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 876154, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "7": { + "Dice": 0.7639536273455241, + "FN": 363, + "FP": 1612, + "IoU": 0.6180622703538967, + "TN": 870989, + "TP": 3196, + "n_pred": 4808, + "n_ref": 3559 + }, + "8": { + "Dice": 0.9630516236469608, + "FN": 801, + "FP": 619, + "IoU": 0.9287363244002811, + "TN": 856234, + "TP": 18506, + "n_pred": 19125, + "n_ref": 19307 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0264.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0264.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.3160155167636464, + "FN": 9705, + "FP": 169, + "IoU": 0.1876593994241053, + "TN": 338309, + "TP": 2281, + "n_pred": 2450, + "n_ref": 11986 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7979183563125168, + "FN": 3480, + "FP": 5490, + "IoU": 0.6637805015180479, + "TN": 323785, + "TP": 17709, + "n_pred": 23199, + "n_ref": 21189 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 350463, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "7": { + "Dice": 0.9371423207496988, + "FN": 20085, + "FP": 4, + "IoU": 0.8817194804583083, + "TN": 180622, + "TP": 149753, + "n_pred": 149757, + "n_ref": 169838 + }, + "8": { + "Dice": 0.9392862505630912, + "FN": 790, + "FP": 423, + "IoU": 0.885522838807097, + "TN": 339868, + "TP": 9383, + "n_pred": 9806, + "n_ref": 10173 + }, + "9": { + "Dice": 0.9638012332245194, + "FN": 610, + "FP": 887, + "IoU": 0.9301316157938953, + "TN": 329038, + "TP": 19929, + "n_pred": 20816, + "n_ref": 20539 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0272.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0272.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 919, + "IoU": 0.0, + "TN": 700009, + "TP": 0, + "n_pred": 919, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 11030, + "IoU": 0.0, + "TN": 689898, + "TP": 0, + "n_pred": 11030, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.965173273712271, + "FN": 5256, + "FP": 2439, + "IoU": 0.9326907096559748, + "TN": 586605, + "TP": 106628, + "n_pred": 109067, + "n_ref": 111884 + }, + "4": { + "Dice": 0.9160932809974601, + "FN": 851, + "FP": 966, + "IoU": 0.8451772324471711, + "TN": 689192, + "TP": 9919, + "n_pred": 10885, + "n_ref": 10770 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9928414751250092, + "FN": 370, + "FP": 1859, + "IoU": 0.9857847107517076, + "TN": 544125, + "TP": 154574, + "n_pred": 156433, + "n_ref": 154944 + }, + "7": { + "Dice": 0.15503875968992248, + "FN": 4, + "FP": 105, + "IoU": 0.08403361344537816, + "TN": 700809, + "TP": 10, + "n_pred": 115, + "n_ref": 14 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0282.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0282.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9848855569081683, + "FN": 4575, + "FP": 441, + "IoU": 0.9702212037377851, + "TN": 1058182, + "TP": 163426, + "n_pred": 163867, + "n_ref": 168001 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 523, + "IoU": 0.0, + "TN": 1226101, + "TP": 0, + "n_pred": 523, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 2729, + "FP": 49, + "IoU": 0.0, + "TN": 1223846, + "TP": 0, + "n_pred": 49, + "n_ref": 2729 + }, + "12": { + "Dice": 0.7555028995448027, + "FN": 2776, + "FP": 1145, + "IoU": 0.6070748572001202, + "TN": 1216645, + "TP": 6058, + "n_pred": 7203, + "n_ref": 8834 + }, + "13": { + "Dice": 0.0, + "FN": 4, + "FP": 0, + "IoU": 0.0, + "TN": 1226620, + "TP": 0, + "n_pred": 0, + "n_ref": 4 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 43199, + "IoU": 0.0, + "TN": 1183425, + "TP": 0, + "n_pred": 43199, + "n_ref": 0 + }, + "3": { + "Dice": 0.7783967042167127, + "FN": 52266, + "FP": 1202, + "IoU": 0.6371927015124887, + "TN": 1079251, + "TP": 93905, + "n_pred": 95107, + "n_ref": 146171 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8665408140149513, + "FN": 8047, + "FP": 790, + "IoU": 0.7645099397750893, + "TN": 1189098, + "TP": 28689, + "n_pred": 29479, + "n_ref": 36736 + }, + "6": { + "Dice": 0.8570020631731712, + "FN": 22813, + "FP": 3594, + "IoU": 0.7497844357902915, + "TN": 1121087, + "TP": 79130, + "n_pred": 82724, + "n_ref": 101943 + }, + "7": { + "Dice": 0.8765178813188644, + "FN": 2481, + "FP": 21233, + "IoU": 0.7801796457141797, + "TN": 1118745, + "TP": 84165, + "n_pred": 105398, + "n_ref": 86646 + }, + "8": { + "Dice": 0.9653045489591364, + "FN": 2418, + "FP": 282, + "IoU": 0.9329359165424739, + "TN": 1186364, + "TP": 37560, + "n_pred": 37842, + "n_ref": 39978 + }, + "9": { + "Dice": 0.9455076191351032, + "FN": 4824, + "FP": 515, + "IoU": 0.8966471795268883, + "TN": 1174966, + "TP": 46319, + "n_pred": 46834, + "n_ref": 51143 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0294.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0294.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 20, + "IoU": 0.0, + "TN": 350444, + "TP": 0, + "n_pred": 20, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9323883426656673, + "FN": 5195, + "FP": 939, + "IoU": 0.8733403539201718, + "TN": 302035, + "TP": 42295, + "n_pred": 43234, + "n_ref": 47490 + }, + "15": { + "Dice": 0.5876636184328492, + "FN": 21235, + "FP": 1761, + "IoU": 0.416093238199223, + "TN": 311081, + "TP": 16387, + "n_pred": 18148, + "n_ref": 37622 + }, + "2": { + "Dice": 0.0, + "FN": 1, + "FP": 1, + "IoU": 0.0, + "TN": 350462, + "TP": 0, + "n_pred": 1, + "n_ref": 1 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 350463, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 257, + "IoU": 0.0, + "TN": 350207, + "TP": 0, + "n_pred": 257, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9256988798664827, + "FN": 241, + "FP": 2074, + "IoU": 0.861675430210325, + "TN": 333728, + "TP": 14421, + "n_pred": 16495, + "n_ref": 14662 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0296.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0296.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8313253012048193, + "FN": 79, + "FP": 5, + "IoU": 0.711340206185567, + "TN": 350173, + "TP": 207, + "n_pred": 212, + "n_ref": 286 + }, + "10": { + "Dice": 0.9186249441941637, + "FN": 729, + "FP": 1276, + "IoU": 0.8494970725116349, + "TN": 337142, + "TP": 11317, + "n_pred": 12593, + "n_ref": 12046 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7088632361573077, + "FN": 1452, + "FP": 1524, + "IoU": 0.5490225791786635, + "TN": 343865, + "TP": 3623, + "n_pred": 5147, + "n_ref": 5075 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.7652434093482129, + "FN": 11549, + "FP": 63, + "IoU": 0.6197524395834698, + "TN": 319926, + "TP": 18926, + "n_pred": 18989, + "n_ref": 30475 + }, + "15": { + "Dice": 0.8464916056823074, + "FN": 204, + "FP": 1579, + "IoU": 0.7338408717719063, + "TN": 343765, + "TP": 4916, + "n_pred": 6495, + "n_ref": 5120 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9531503004569825, + "FN": 844, + "FP": 1760, + "IoU": 0.9104939332485478, + "TN": 321371, + "TP": 26489, + "n_pred": 28249, + "n_ref": 27333 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.964511748276834, + "FN": 750, + "FP": 635, + "IoU": 0.931456003167376, + "TN": 330258, + "TP": 18821, + "n_pred": 19456, + "n_ref": 19571 + }, + "8": { + "Dice": 0.8686567164179104, + "FN": 12, + "FP": 76, + "IoU": 0.7678100263852242, + "TN": 350085, + "TP": 291, + "n_pred": 367, + "n_ref": 303 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0378.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0378.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8586266075289188, + "FN": 5175, + "FP": 1168, + "IoU": 0.7522749462995508, + "TN": 324859, + "TP": 19262, + "n_pred": 20430, + "n_ref": 24437 + }, + "10": { + "Dice": 0.0, + "FN": 616, + "FP": 2997, + "IoU": 0.0, + "TN": 346851, + "TP": 0, + "n_pred": 2997, + "n_ref": 616 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.607098121085595, + "FN": 563, + "FP": 378, + "IoU": 0.43585131894484413, + "TN": 348796, + "TP": 727, + "n_pred": 1105, + "n_ref": 1290 + }, + "13": { + "Dice": 0.5043544373790434, + "FN": 13235, + "FP": 1107, + "IoU": 0.33721521327233234, + "TN": 328825, + "TP": 7297, + "n_pred": 8404, + "n_ref": 20532 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8104196816208393, + "FN": 742, + "FP": 175, + "IoU": 0.681265206812652, + "TN": 347587, + "TP": 1960, + "n_pred": 2135, + "n_ref": 2702 + }, + "3": { + "Dice": 0.9629222069387131, + "FN": 2258, + "FP": 1381, + "IoU": 0.9284956378212685, + "TN": 299572, + "TP": 47253, + "n_pred": 48634, + "n_ref": 49511 + }, + "4": { + "Dice": 0.0017528483786152498, + "FN": 15946, + "FP": 0, + "IoU": 0.0008771929824561404, + "TN": 334504, + "TP": 14, + "n_pred": 14, + "n_ref": 15960 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.5971385542168675, + "FN": 967, + "FP": 103, + "IoU": 0.4256575415995706, + "TN": 348601, + "TP": 793, + "n_pred": 896, + "n_ref": 1760 + }, + "7": { + "Dice": 0.6492526341582945, + "FN": 3893, + "FP": 10421, + "IoU": 0.48066178071257526, + "TN": 322902, + "TP": 13248, + "n_pred": 23669, + "n_ref": 17141 + }, + "8": { + "Dice": 0.8141495719592957, + "FN": 5346, + "FP": 407, + "IoU": 0.6865533398714176, + "TN": 332110, + "TP": 12601, + "n_pred": 13008, + "n_ref": 17947 + }, + "9": { + "Dice": 0.6894923258559622, + "FN": 5225, + "FP": 4506, + "IoU": 0.5261261261261261, + "TN": 329929, + "TP": 10804, + "n_pred": 15310, + "n_ref": 16029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0388.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0388.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 2552, + "IoU": 0.0, + "TN": 172680, + "TP": 0, + "n_pred": 2552, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0391.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0391.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9537607549264502, + "FN": 556, + "FP": 277, + "IoU": 0.9116086587436333, + "TN": 165808, + "TP": 8591, + "n_pred": 8868, + "n_ref": 9147 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9701867816091954, + "FN": 83, + "FP": 83, + "IoU": 0.942099755842344, + "TN": 172365, + "TP": 2701, + "n_pred": 2784, + "n_ref": 2784 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.6111111111111112, + "FN": 10, + "FP": 4, + "IoU": 0.44, + "TN": 175207, + "TP": 11, + "n_pred": 15, + "n_ref": 21 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 3435, + "IoU": 0.0, + "TN": 171797, + "TP": 0, + "n_pred": 3435, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0392.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0392.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 350463, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6482142857142857, + "FN": 380, + "FP": 14, + "IoU": 0.4795244385733157, + "TN": 349707, + "TP": 363, + "n_pred": 377, + "n_ref": 743 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 33, + "IoU": 0.0, + "TN": 350431, + "TP": 0, + "n_pred": 33, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9554088468588299, + "FN": 5393, + "FP": 2854, + "IoU": 0.9146246777850244, + "TN": 253867, + "TP": 88350, + "n_pred": 91204, + "n_ref": 93743 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9650134181492893, + "FN": 613, + "FP": 1499, + "IoU": 0.9323922020551234, + "TN": 319225, + "TP": 29127, + "n_pred": 30626, + "n_ref": 29740 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0400.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0400.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.8361581920903954, + "FN": 325, + "FP": 197, + "IoU": 0.7184466019417476, + "TN": 874306, + "TP": 1332, + "n_pred": 1529, + "n_ref": 1657 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9239952248308795, + "FN": 159, + "FP": 32, + "IoU": 0.8587278106508875, + "TN": 874808, + "TP": 1161, + "n_pred": 1193, + "n_ref": 1320 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9509195777560127, + "FN": 8143, + "FP": 4485, + "IoU": 0.9064315352697095, + "TN": 741200, + "TP": 122332, + "n_pred": 126817, + "n_ref": 130475 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 6158, + "IoU": 0.0, + "TN": 870002, + "TP": 0, + "n_pred": 6158, + "n_ref": 0 + }, + "4": { + "Dice": 0.9608235738571969, + "FN": 4073, + "FP": 2149, + "IoU": 0.9246010106518341, + "TN": 793639, + "TP": 76299, + "n_pred": 78448, + "n_ref": 80372 + }, + "5": { + "Dice": 0.7727272727272727, + "FN": 10, + "FP": 0, + "IoU": 0.6296296296296297, + "TN": 876133, + "TP": 17, + "n_pred": 17, + "n_ref": 27 + }, + "6": { + "Dice": 0.9766827037928792, + "FN": 7881, + "FP": 8224, + "IoU": 0.9544280228751234, + "TN": 522763, + "TP": 337292, + "n_pred": 345516, + "n_ref": 345173 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 876159, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "8": { + "Dice": 0.9047619047619048, + "FN": 68, + "FP": 8, + "IoU": 0.8260869565217391, + "TN": 875723, + "TP": 361, + "n_pred": 369, + "n_ref": 429 + }, + "9": { + "Dice": 0.8059282996194672, + "FN": 5823, + "FP": 4836, + "IoU": 0.6749412948674941, + "TN": 843369, + "TP": 22132, + "n_pred": 26968, + "n_ref": 27955 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0403.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975285/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0403.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": 0.5908610643311759, + "FN": 1749.0968888888888, + "FP": 1692.748, + "IoU": 0.5127584960261249, + "TN": 454285.55422222224, + "TP": 9557.934222222222, + "n_pred": 11250.682222222222, + "n_ref": 11307.031111111113 + }, + "mean": { + "1": { + "Dice": 0.6001229886824069, + "FN": 2158.173333333333, + "FP": 541.5466666666666, + "IoU": 0.5361653702312854, + "TN": 456212.70666666667, + "TP": 8372.906666666666, + "n_pred": 8914.453333333333, + "n_ref": 10531.08 + }, + "10": { + "Dice": 0.48628650468734624, + "FN": 2071.0533333333333, + "FP": 1143.9, + "IoU": 0.39738442254196804, + "TN": 460415.2, + "TP": 3655.1799999999994, + "n_pred": 4799.08, + "n_ref": 5726.2333333333345 + }, + "11": { + "Dice": 0.5522115107223046, + "FN": 167.51333333333332, + "FP": 133.9733333333333, + "IoU": 0.4331127695961315, + "TN": 466612.9066666666, + "TP": 370.93999999999994, + "n_pred": 504.9133333333333, + "n_ref": 538.4533333333333 + }, + "12": { + "Dice": 0.4080921450305923, + "FN": 219.19333333333333, + "FP": 115.60666666666665, + "IoU": 0.31056515238415067, + "TN": 466604.5866666666, + "TP": 345.94666666666666, + "n_pred": 461.5533333333334, + "n_ref": 565.1400000000001 + }, + "13": { + "Dice": 0.38985556585784775, + "FN": 1548.72, + "FP": 994.9599999999998, + "IoU": 0.301779143662226, + "TN": 462399.2266666667, + "TP": 2342.4266666666663, + "n_pred": 3337.3866666666668, + "n_ref": 3891.1466666666665 + }, + "14": { + "Dice": 0.5699738067092349, + "FN": 2051.5733333333333, + "FP": 2265.7933333333335, + "IoU": 0.5032867167610575, + "TN": 454859.9133333333, + "TP": 8108.053333333332, + "n_pred": 10373.846666666668, + "n_ref": 10159.626666666667 + }, + "15": { + "Dice": 0.540459248151614, + "FN": 1396.7866666666666, + "FP": 1218.3333333333333, + "IoU": 0.45185995856593053, + "TN": 459362.02, + "TP": 5308.193333333334, + "n_pred": 6526.526666666667, + "n_ref": 6704.9800000000005 + }, + "2": { + "Dice": 0.6650652641943233, + "FN": 1389.2466666666667, + "FP": 1999.7933333333335, + "IoU": 0.6142732537034392, + "TN": 453286.35333333333, + "TP": 10609.939999999999, + "n_pred": 12609.733333333332, + "n_ref": 11999.186666666666 + }, + "3": { + "Dice": 0.5387015046158024, + "FN": 4068.6733333333336, + "FP": 2374.06, + "IoU": 0.48577832260479586, + "TN": 455416.7466666667, + "TP": 5425.8533333333335, + "n_pred": 7799.913333333335, + "n_ref": 9494.526666666667 + }, + "4": { + "Dice": 0.5347949005613274, + "FN": 541.24, + "FP": 813.3266666666666, + "IoU": 0.46665142109829694, + "TN": 462881.57999999996, + "TP": 3049.186666666667, + "n_pred": 3862.513333333334, + "n_ref": 3590.4266666666663 + }, + "5": { + "Dice": 0.5969642061701756, + "FN": 389.73333333333335, + "FP": 302.08666666666664, + "IoU": 0.49498890249349314, + "TN": 465471.7666666666, + "TP": 1121.7466666666667, + "n_pred": 1423.8333333333335, + "n_ref": 1511.48 + }, + "6": { + "Dice": 0.7701645817172599, + "FN": 4736.373333333333, + "FP": 8107.06, + "IoU": 0.7142465395635744, + "TN": 395865.3933333333, + "TP": 58576.50666666667, + "n_pred": 66683.56666666667, + "n_ref": 63312.880000000005 + }, + "7": { + "Dice": 0.5978019961852544, + "FN": 4147.233333333333, + "FP": 4145.273333333333, + "IoU": 0.5245237569887349, + "TN": 435924.0466666667, + "TP": 23068.78, + "n_pred": 27214.053333333333, + "n_ref": 27216.013333333336 + }, + "8": { + "Dice": 0.8372596494562231, + "FN": 559.9333333333333, + "FP": 435.8666666666666, + "IoU": 0.7833060870580454, + "TN": 457564.86, + "TP": 8724.673333333334, + "n_pred": 9160.539999999999, + "n_ref": 9284.606666666667 + }, + "9": { + "Dice": 0.7751620922259251, + "FN": 791.0066666666667, + "FP": 799.6400000000001, + "IoU": 0.6734556231387439, + "TN": 461406.00666666665, + "TP": 4288.68, + "n_pred": 5088.32, + "n_ref": 5079.6866666666665 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/loop_002/summary.json b/nnActive_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/loop_002/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e27cc22ca95307bb8c11b82c3f7d81c4393d87db --- /dev/null +++ b/nnActive_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/loop_002/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.8151697676678624, + "FN": 16854.832000000002, + "FP": 13197.473333333333, + "IoU": 0.7224038419671153, + "TN": 96257172.836, + "TP": 169735.69866666666, + "n_pred": 182933.17200000005, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.9282006461991333, + "FN": 9398.08, + "FP": 12189.4, + "IoU": 0.8840086869077711, + "TN": 96250483.3, + "TP": 184890.06, + "n_pred": 197079.46, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.7765972126423938, + "FN": 16295.96, + "FP": 12087.06, + "IoU": 0.6590878018065743, + "TN": 96370651.22, + "TP": 57926.6, + "n_pred": 70013.66, + "n_ref": 74222.56 + }, + "11": { + "Dice": 0.7426913294233236, + "FN": 976.64, + "FP": 764.66, + "IoU": 0.6028041456105754, + "TN": 96452495.8, + "TP": 2723.74, + "n_pred": 3488.4, + "n_ref": 3700.38 + }, + "12": { + "Dice": 0.7206662548564604, + "FN": 1303.38, + "FP": 716.72, + "IoU": 0.5824405295056768, + "TN": 96452007.46, + "TP": 2933.28, + "n_pred": 3650.0, + "n_ref": 4236.66 + }, + "13": { + "Dice": 0.6739600064337433, + "FN": 20165.26, + "FP": 12632.46, + "IoU": 0.533988583974006, + "TN": 96386470.24, + "TP": 37692.88, + "n_pred": 50325.34, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.7776952018777726, + "FN": 27050.82, + "FP": 16197.42, + "IoU": 0.6841205484117747, + "TN": 96302405.28, + "TP": 111307.32, + "n_pred": 127504.74, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.6602751197592026, + "FN": 13243.96, + "FP": 16722.16, + "IoU": 0.5444754409309511, + "TN": 96386191.64, + "TP": 40803.08, + "n_pred": 57525.24, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.9229076986774113, + "FN": 13859.86, + "FP": 9266.08, + "IoU": 0.8646041195101171, + "TN": 96290853.06, + "TP": 142981.84, + "n_pred": 152247.92, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.9334375597222321, + "FN": 7595.72, + "FP": 14997.1, + "IoU": 0.8798353492342857, + "TN": 96278561.16, + "TP": 155806.86, + "n_pred": 170803.96, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.7375884973332276, + "FN": 4935.54, + "FP": 4571.8, + "IoU": 0.6482911006288287, + "TN": 96425811.54, + "TP": 21641.96, + "n_pred": 26213.76, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.7455410534024827, + "FN": 6593.02, + "FP": 2438.48, + "IoU": 0.6127908051054519, + "TN": 96437370.2, + "TP": 10559.14, + "n_pred": 12997.62, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.9639333777680045, + "FN": 56505.8, + "FP": 42178.72, + "IoU": 0.9314888757964104, + "TN": 95055558.5, + "TP": 1302717.82, + "n_pred": 1344896.54, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.8267958747191814, + "FN": 57037.04, + "FP": 35794.32, + "IoU": 0.7341902736568661, + "TN": 96082241.86, + "TP": 281887.62, + "n_pred": 317681.94, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.938108771547984, + "FN": 8262.12, + "FP": 9261.2, + "IoU": 0.8845033079316303, + "TN": 96315330.46, + "TP": 124107.06, + "n_pred": 133368.26, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.8791479106553826, + "FN": 9599.28, + "FP": 8144.52, + "IoU": 0.7894280604958106, + "TN": 96371160.82, + "TP": 68056.22, + "n_pred": 76200.74, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9009376396791836, + "FN": 2994, + "FP": 16731, + "IoU": 0.8197329580245108, + "TN": 119483899, + "TP": 89696, + "n_pred": 106427, + "n_ref": 92690 + }, + "10": { + "Dice": 0.8086090472935419, + "FN": 12048, + "FP": 17911, + "IoU": 0.6787100787165133, + "TN": 119500074, + "TP": 63287, + "n_pred": 81198, + "n_ref": 75335 + }, + "11": { + "Dice": 0.7826852531181218, + "FN": 879, + "FP": 602, + "IoU": 0.642960462873674, + "TN": 119589172, + "TP": 2667, + "n_pred": 3269, + "n_ref": 3546 + }, + "12": { + "Dice": 0.653875094055681, + "FN": 989, + "FP": 2691, + "IoU": 0.4857462269424259, + "TN": 119586164, + "TP": 3476, + "n_pred": 6167, + "n_ref": 4465 + }, + "13": { + "Dice": 0.5783920101239086, + "FN": 20992, + "FP": 25317, + "IoU": 0.406857596639086, + "TN": 119515246, + "TP": 31765, + "n_pred": 57082, + "n_ref": 52757 + }, + "14": { + "Dice": 0.37746245242259024, + "FN": 188776, + "FP": 4878, + "IoU": 0.2326371139984863, + "TN": 119340957, + "TP": 58709, + "n_pred": 63587, + "n_ref": 247485 + }, + "15": { + "Dice": 0.0017259955856355324, + "FN": 32698, + "FP": 158166, + "IoU": 0.0008637432012940444, + "TN": 119402291, + "TP": 165, + "n_pred": 158331, + "n_ref": 32863 + }, + "2": { + "Dice": 0.9374276739957018, + "FN": 4706, + "FP": 13462, + "IoU": 0.8822248152469856, + "TN": 119439060, + "TP": 136092, + "n_pred": 149554, + "n_ref": 140798 + }, + "3": { + "Dice": 0.9421438839348985, + "FN": 7511, + "FP": 12492, + "IoU": 0.8906162847924756, + "TN": 119410450, + "TP": 162867, + "n_pred": 175359, + "n_ref": 170378 + }, + "4": { + "Dice": 0.8725844657773345, + "FN": 14713, + "FP": 3683, + "IoU": 0.7739688156585204, + "TN": 119511933, + "TP": 62991, + "n_pred": 66674, + "n_ref": 77704 + }, + "5": { + "Dice": 0.13875598086124402, + "FN": 58522, + "FP": 12758, + "IoU": 0.07455012853470437, + "TN": 119516298, + "TP": 5742, + "n_pred": 18500, + "n_ref": 64264 + }, + "6": { + "Dice": 0.9666143329588032, + "FN": 27854, + "FP": 51867, + "IoU": 0.9353858523376136, + "TN": 118359519, + "TP": 1154080, + "n_pred": 1205947, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 115196, + "IoU": 0.0, + "TN": 119478124, + "TP": 0, + "n_pred": 115196, + "n_ref": 0 + }, + "8": { + "Dice": 0.9055385162931404, + "FN": 26983, + "FP": 27161, + "IoU": 0.827382717230166, + "TN": 119279655, + "TP": 259521, + "n_pred": 286682, + "n_ref": 286504 + }, + "9": { + "Dice": 0.8572647103333471, + "FN": 14222, + "FP": 6528, + "IoU": 0.7501866075943271, + "TN": 119510258, + "TP": 62312, + "n_pred": 68840, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9590056717666106, + "FN": 9672, + "FP": 5622, + "IoU": 0.9212400545871205, + "TN": 72631475, + "TP": 178891, + "n_pred": 184513, + "n_ref": 188563 + }, + "10": { + "Dice": 0.7846541038350797, + "FN": 12176, + "FP": 18713, + "IoU": 0.6456220457987243, + "TN": 72738496, + "TP": 56275, + "n_pred": 74988, + "n_ref": 68451 + }, + "11": { + "Dice": 0.7348032145064908, + "FN": 464, + "FP": 823, + "IoU": 0.5807817589576547, + "TN": 72822590, + "TP": 1783, + "n_pred": 2606, + "n_ref": 2247 + }, + "12": { + "Dice": 0.6726925082565618, + "FN": 939, + "FP": 944, + "IoU": 0.5068098480880042, + "TN": 72821842, + "TP": 1935, + "n_pred": 2879, + "n_ref": 2874 + }, + "13": { + "Dice": 0.6922363581423943, + "FN": 16965, + "FP": 12572, + "IoU": 0.5293283403712852, + "TN": 72762905, + "TP": 33218, + "n_pred": 45790, + "n_ref": 50183 + }, + "14": { + "Dice": 0.8980054592619522, + "FN": 4018, + "FP": 12535, + "IoU": 0.8148910235621708, + "TN": 72736237, + "TP": 72870, + "n_pred": 85405, + "n_ref": 76888 + }, + "15": { + "Dice": 0.7218537642931242, + "FN": 11516, + "FP": 12347, + "IoU": 0.5647661778653242, + "TN": 72770832, + "TP": 30965, + "n_pred": 43312, + "n_ref": 42481 + }, + "2": { + "Dice": 0.9561921212993618, + "FN": 6311, + "FP": 5558, + "IoU": 0.9160614139928289, + "TN": 72684259, + "TP": 129532, + "n_pred": 135090, + "n_ref": 135843 + }, + "3": { + "Dice": 0.9643845684707648, + "FN": 3808, + "FP": 5302, + "IoU": 0.931218808749028, + "TN": 72693211, + "TP": 123339, + "n_pred": 128641, + "n_ref": 127147 + }, + "4": { + "Dice": 0.8392214645512799, + "FN": 2519, + "FP": 6865, + "IoU": 0.7229815498154981, + "TN": 72791785, + "TP": 24491, + "n_pred": 31356, + "n_ref": 27010 + }, + "5": { + "Dice": 0.8444200779727096, + "FN": 1708, + "FP": 846, + "IoU": 0.7307327358987875, + "TN": 72816175, + "TP": 6931, + "n_pred": 7777, + "n_ref": 8639 + }, + "6": { + "Dice": 0.960675624547956, + "FN": 43586, + "FP": 51725, + "IoU": 0.924327040949193, + "TN": 71566148, + "TP": 1164201, + "n_pred": 1215926, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.9154163912060334, + "FN": 21487, + "FP": 18687, + "IoU": 0.8440256553609145, + "TN": 72568092, + "TP": 217394, + "n_pred": 236081, + "n_ref": 238881 + }, + "8": { + "Dice": 0.9319645487106641, + "FN": 4723, + "FP": 3084, + "IoU": 0.8725970168739189, + "TN": 72764382, + "TP": 53471, + "n_pred": 56555, + "n_ref": 58194 + }, + "9": { + "Dice": 0.8634055240653976, + "FN": 12105, + "FP": 8740, + "IoU": 0.7596425482848083, + "TN": 72738935, + "TP": 65880, + "n_pred": 74620, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.965639642197927, + "FN": 8404, + "FP": 9504, + "IoU": 0.9335621139327385, + "TN": 71539943, + "TP": 251637, + "n_pred": 261141, + "n_ref": 260041 + }, + "10": { + "Dice": 0.8439794461247849, + "FN": 18657, + "FP": 9095, + "IoU": 0.73007304523747, + "TN": 71706675, + "TP": 75061, + "n_pred": 84156, + "n_ref": 93718 + }, + "11": { + "Dice": 0.6971358927483242, + "FN": 1081, + "FP": 907, + "IoU": 0.5350795135640786, + "TN": 71805212, + "TP": 2288, + "n_pred": 3195, + "n_ref": 3369 + }, + "12": { + "Dice": 0.6557254755688176, + "FN": 2993, + "FP": 699, + "IoU": 0.4877913429522753, + "TN": 71802280, + "TP": 3516, + "n_pred": 4215, + "n_ref": 6509 + }, + "13": { + "Dice": 0.781740206185567, + "FN": 16508, + "FP": 9956, + "IoU": 0.6416859607078543, + "TN": 71735631, + "TP": 47393, + "n_pred": 57349, + "n_ref": 63901 + }, + "14": { + "Dice": 0.8522728254390587, + "FN": 127538, + "FP": 9268, + "IoU": 0.7425744064699805, + "TN": 71278049, + "TP": 394633, + "n_pred": 403901, + "n_ref": 522171 + }, + "15": { + "Dice": 0.8624715657111136, + "FN": 37723, + "FP": 7863, + "IoU": 0.7581978082598687, + "TN": 71620962, + "TP": 142940, + "n_pred": 150803, + "n_ref": 180663 + }, + "2": { + "Dice": 0.9453836194803044, + "FN": 7039, + "FP": 9118, + "IoU": 0.8964241755987487, + "TN": 71653496, + "TP": 139835, + "n_pred": 148953, + "n_ref": 146874 + }, + "3": { + "Dice": 0.9525500869149363, + "FN": 7724, + "FP": 9937, + "IoU": 0.9093991750969569, + "TN": 71614556, + "TP": 177271, + "n_pred": 187208, + "n_ref": 184995 + }, + "4": { + "Dice": 0.7245278783287034, + "FN": 1065, + "FP": 8752, + "IoU": 0.5680468165617988, + "TN": 71786761, + "TP": 12910, + "n_pred": 21662, + "n_ref": 13975 + }, + "5": { + "Dice": 0.8696889412226474, + "FN": 1480, + "FP": 1176, + "IoU": 0.769424429203924, + "TN": 71797969, + "TP": 8863, + "n_pred": 10039, + "n_ref": 10343 + }, + "6": { + "Dice": 0.9704452870569276, + "FN": 36596, + "FP": 37202, + "IoU": 0.9425873873986014, + "TN": 70524091, + "TP": 1211599, + "n_pred": 1248801, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.935928236566129, + "FN": 14837, + "FP": 15326, + "IoU": 0.8795724769030527, + "TN": 71559022, + "TP": 220303, + "n_pred": 235629, + "n_ref": 235140 + }, + "8": { + "Dice": 0.9343385828762102, + "FN": 7312, + "FP": 3078, + "IoU": 0.8767687070795726, + "TN": 71725175, + "TP": 73923, + "n_pred": 77001, + "n_ref": 81235 + }, + "9": { + "Dice": 0.8524719997635863, + "FN": 16039, + "FP": 8922, + "IoU": 0.74287686190486, + "TN": 71712410, + "TP": 72117, + "n_pred": 81039, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9491686710691793, + "FN": 15701, + "FP": 5559, + "IoU": 0.9032550181339959, + "TN": 135225757, + "TP": 198493, + "n_pred": 204052, + "n_ref": 214194 + }, + "10": { + "Dice": 0.8423409326175402, + "FN": 15155, + "FP": 11041, + "IoU": 0.7276243553485277, + "TN": 135349334, + "TP": 69980, + "n_pred": 81021, + "n_ref": 85135 + }, + "11": { + "Dice": 0.6980929358044587, + "FN": 948, + "FP": 1300, + "IoU": 0.5362079636888797, + "TN": 135440663, + "TP": 2599, + "n_pred": 3899, + "n_ref": 3547 + }, + "12": { + "Dice": 0.7695843325339728, + "FN": 1657, + "FP": 649, + "IoU": 0.6254669481890531, + "TN": 135439353, + "TP": 3851, + "n_pred": 4500, + "n_ref": 5508 + }, + "13": { + "Dice": 0.7637659398041281, + "FN": 6493, + "FP": 14589, + "IoU": 0.6178166128856821, + "TN": 135390348, + "TP": 34080, + "n_pred": 48669, + "n_ref": 40573 + }, + "14": { + "Dice": 0.8974456150989161, + "FN": 12775, + "FP": 16991, + "IoU": 0.8139694761446445, + "TN": 135285504, + "TP": 130240, + "n_pred": 147231, + "n_ref": 143015 + }, + "15": { + "Dice": 0.7385381307988232, + "FN": 18663, + "FP": 4445, + "IoU": 0.5854621125143513, + "TN": 135389766, + "TP": 32636, + "n_pred": 37081, + "n_ref": 51299 + }, + "2": { + "Dice": 0.9642354619224764, + "FN": 9437, + "FP": 5407, + "IoU": 0.9309407944320899, + "TN": 135230564, + "TP": 200102, + "n_pred": 205509, + "n_ref": 209539 + }, + "3": { + "Dice": 0.954085941409142, + "FN": 16168, + "FP": 4111, + "IoU": 0.9122029994458298, + "TN": 135214534, + "TP": 210697, + "n_pred": 214808, + "n_ref": 226865 + }, + "4": { + "Dice": 0.8635892978127756, + "FN": 3063, + "FP": 7608, + "IoU": 0.7599271074714842, + "TN": 135401061, + "TP": 33778, + "n_pred": 41386, + "n_ref": 36841 + }, + "5": { + "Dice": 0.6828348372706073, + "FN": 11207, + "FP": 4434, + "IoU": 0.518412463821664, + "TN": 135413032, + "TP": 16837, + "n_pred": 21271, + "n_ref": 28044 + }, + "6": { + "Dice": 0.9610618353794932, + "FN": 45625, + "FP": 85383, + "IoU": 0.9250423827971902, + "TN": 133697749, + "TP": 1616753, + "n_pred": 1702136, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.8707408714227134, + "FN": 16353, + "FP": 37865, + "IoU": 0.7710726877361876, + "TN": 135208675, + "TP": 182617, + "n_pred": 220482, + "n_ref": 198970 + }, + "8": { + "Dice": 0.9174789332716384, + "FN": 31861, + "FP": 14508, + "IoU": 0.8475391024439644, + "TN": 135141373, + "TP": 257768, + "n_pred": 272276, + "n_ref": 289629 + }, + "9": { + "Dice": 0.8753507700876122, + "FN": 16306, + "FP": 6970, + "IoU": 0.7783322540093711, + "TN": 135340506, + "TP": 81728, + "n_pred": 88698, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8882012496520746, + "FN": 24862, + "FP": 33379, + "IoU": 0.7988867134219404, + "TN": 105464412, + "TP": 231352, + "n_pred": 264731, + "n_ref": 256214 + }, + "10": { + "Dice": 0.37613371040200966, + "FN": 36079, + "FP": 44882, + "IoU": 0.2316284984862433, + "TN": 105648638, + "TP": 24406, + "n_pred": 69288, + "n_ref": 60485 + }, + "11": { + "Dice": 0.7118222222222222, + "FN": 467, + "FP": 1154, + "IoU": 0.5525807341981783, + "TN": 105750382, + "TP": 2002, + "n_pred": 3156, + "n_ref": 2469 + }, + "12": { + "Dice": 0.6246027074749853, + "FN": 1751, + "FP": 1438, + "IoU": 0.45412529955494696, + "TN": 105748163, + "TP": 2653, + "n_pred": 4091, + "n_ref": 4404 + }, + "13": { + "Dice": 0.528824180404444, + "FN": 44108, + "FP": 21458, + "IoU": 0.3594568190699492, + "TN": 105651645, + "TP": 36794, + "n_pred": 58252, + "n_ref": 80902 + }, + "14": { + "Dice": 0.9470483462550494, + "FN": 15322, + "FP": 4983, + "IoU": 0.8994224406094589, + "TN": 105552121, + "TP": 181579, + "n_pred": 186562, + "n_ref": 196901 + }, + "15": { + "Dice": 0.8188146982262848, + "FN": 7643, + "FP": 1336, + "IoU": 0.6932144321443214, + "TN": 105724737, + "TP": 20289, + "n_pred": 21625, + "n_ref": 27932 + }, + "2": { + "Dice": 0.9186845211393521, + "FN": 8510, + "FP": 17049, + "IoU": 0.8495989737494042, + "TN": 105584066, + "TP": 144380, + "n_pred": 161429, + "n_ref": 152890 + }, + "3": { + "Dice": 0.9511172339058083, + "FN": 6454, + "FP": 10507, + "IoU": 0.9067907917369633, + "TN": 105572038, + "TP": 165006, + "n_pred": 175513, + "n_ref": 171460 + }, + "4": { + "Dice": 0.6816426026626664, + "FN": 13590, + "FP": 11877, + "IoU": 0.5170393127382374, + "TN": 105701274, + "TP": 27264, + "n_pred": 39141, + "n_ref": 40854 + }, + "5": { + "Dice": 0.7860495225764687, + "FN": 2651, + "FP": 2637, + "IoU": 0.6475136648446874, + "TN": 105739003, + "TP": 9714, + "n_pred": 12351, + "n_ref": 12365 + }, + "6": { + "Dice": 0.9583770073188232, + "FN": 78706, + "FP": 47929, + "IoU": 0.9200805032653174, + "TN": 104169473, + "TP": 1457897, + "n_pred": 1505826, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.8546997755331088, + "FN": 24690, + "FP": 58166, + "IoU": 0.7462670112816493, + "TN": 105427457, + "TP": 243692, + "n_pred": 301858, + "n_ref": 268382 + }, + "8": { + "Dice": 0.9044564358064191, + "FN": 3437, + "FP": 14570, + "IoU": 0.8255777911234236, + "TN": 105650767, + "TP": 85231, + "n_pred": 99801, + "n_ref": 88668 + }, + "9": { + "Dice": 0.8267751313508204, + "FN": 12099, + "FP": 14178, + "IoU": 0.704703039838175, + "TN": 105665020, + "TP": 62708, + "n_pred": 76886, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9678757377282315, + "FN": 8243, + "FP": 8021, + "IoU": 0.9377511730979737, + "TN": 96876606, + "TP": 245010, + "n_pred": 253031, + "n_ref": 253253 + }, + "10": { + "Dice": 0.827760920710652, + "FN": 11773, + "FP": 30176, + "IoU": 0.7061366024518388, + "TN": 96995130, + "TP": 100801, + "n_pred": 130977, + "n_ref": 112574 + }, + "11": { + "Dice": 0.7851307189542484, + "FN": 678, + "FP": 900, + "IoU": 0.6462676529926026, + "TN": 97133419, + "TP": 2883, + "n_pred": 3783, + "n_ref": 3561 + }, + "12": { + "Dice": 0.8412765957446808, + "FN": 564, + "FP": 928, + "IoU": 0.7260374586852736, + "TN": 97132434, + "TP": 3954, + "n_pred": 4882, + "n_ref": 4518 + }, + "13": { + "Dice": 0.7542917201915217, + "FN": 11143, + "FP": 14105, + "IoU": 0.6055123277397582, + "TN": 97073878, + "TP": 38754, + "n_pred": 52859, + "n_ref": 49897 + }, + "14": { + "Dice": 0.9516974106650962, + "FN": 13983, + "FP": 11443, + "IoU": 0.9078460936254114, + "TN": 96861972, + "TP": 250482, + "n_pred": 261925, + "n_ref": 264465 + }, + "15": { + "Dice": 0.4799681737339699, + "FN": 12117, + "FP": 10105, + "IoU": 0.3157619238230132, + "TN": 97105403, + "TP": 10255, + "n_pred": 20360, + "n_ref": 22372 + }, + "2": { + "Dice": 0.9437712554656912, + "FN": 5909, + "FP": 9831, + "IoU": 0.8935292287295209, + "TN": 96990046, + "TP": 132094, + "n_pred": 141925, + "n_ref": 138003 + }, + "3": { + "Dice": 0.941957080143443, + "FN": 8478, + "FP": 10006, + "IoU": 0.8902824852049932, + "TN": 96969411, + "TP": 149985, + "n_pred": 159991, + "n_ref": 158463 + }, + "4": { + "Dice": 0.9163019109640226, + "FN": 1747, + "FP": 2957, + "IoU": 0.8455324598561718, + "TN": 97107427, + "TP": 25749, + "n_pred": 28706, + "n_ref": 27496 + }, + "5": { + "Dice": 0.8541331186258723, + "FN": 1903, + "FP": 2445, + "IoU": 0.7454034430261155, + "TN": 97120802, + "TP": 12730, + "n_pred": 15175, + "n_ref": 14633 + }, + "6": { + "Dice": 0.9746751371739703, + "FN": 43826, + "FP": 31863, + "IoU": 0.9506012899048822, + "TN": 95605674, + "TP": 1456517, + "n_pred": 1488380, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.9434860710575121, + "FN": 11333, + "FP": 17768, + "IoU": 0.8930181090957217, + "TN": 96865862, + "TP": 242917, + "n_pred": 260685, + "n_ref": 254250 + }, + "8": { + "Dice": 0.9301167410868679, + "FN": 7032, + "FP": 11154, + "IoU": 0.8693628331298039, + "TN": 96998670, + "TP": 121024, + "n_pred": 132178, + "n_ref": 128056 + }, + "9": { + "Dice": 0.8343617729985802, + "FN": 6584, + "FP": 18031, + "IoU": 0.7157982242440337, + "TN": 97051269, + "TP": 61996, + "n_pred": 80027, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9562202747128016, + "FN": 2915, + "FP": 12706, + "IoU": 0.9161130950782698, + "TN": 130580577, + "TP": 170594, + "n_pred": 183300, + "n_ref": 173509 + }, + "10": { + "Dice": 0.8483412014519763, + "FN": 11927, + "FP": 11428, + "IoU": 0.73662546799585, + "TN": 130678116, + "TP": 65321, + "n_pred": 76749, + "n_ref": 77248 + }, + "11": { + "Dice": 0.7686255811181308, + "FN": 825, + "FP": 1116, + "IoU": 0.6242013552758955, + "TN": 130761627, + "TP": 3224, + "n_pred": 4340, + "n_ref": 4049 + }, + "12": { + "Dice": 0.811697806661251, + "FN": 830, + "FP": 329, + "IoU": 0.6830735575608422, + "TN": 130763135, + "TP": 2498, + "n_pred": 2827, + "n_ref": 3328 + }, + "13": { + "Dice": 0.7484101061748838, + "FN": 20237, + "FP": 7416, + "IoU": 0.5979675210444442, + "TN": 130698009, + "TP": 41130, + "n_pred": 48546, + "n_ref": 61367 + }, + "14": { + "Dice": 0.951337535893892, + "FN": 4212, + "FP": 11667, + "IoU": 0.9071913684874982, + "TN": 130595698, + "TP": 155215, + "n_pred": 166882, + "n_ref": 159427 + }, + "15": { + "Dice": 0.8545078869122612, + "FN": 3356, + "FP": 5305, + "IoU": 0.7459744830620325, + "TN": 130732697, + "TP": 25434, + "n_pred": 30739, + "n_ref": 28790 + }, + "2": { + "Dice": 0.9149530264644902, + "FN": 7244, + "FP": 22331, + "IoU": 0.8432381719689179, + "TN": 130578130, + "TP": 159087, + "n_pred": 181418, + "n_ref": 166331 + }, + "3": { + "Dice": 0.9072597301447658, + "FN": 22190, + "FP": 7221, + "IoU": 0.8302610923865368, + "TN": 130593520, + "TP": 143861, + "n_pred": 151082, + "n_ref": 166051 + }, + "4": { + "Dice": 0.8783705864396432, + "FN": 4039, + "FP": 3133, + "IoU": 0.7831201427318637, + "TN": 130733723, + "TP": 25897, + "n_pred": 29030, + "n_ref": 29936 + }, + "5": { + "Dice": 0.7026015983676246, + "FN": 10649, + "FP": 6841, + "IoU": 0.5415465268676278, + "TN": 130728642, + "TP": 20660, + "n_pred": 27501, + "n_ref": 31309 + }, + "6": { + "Dice": 0.9653390134175013, + "FN": 29160, + "FP": 64765, + "IoU": 0.9330003024527204, + "TN": 129364920, + "TP": 1307947, + "n_pred": 1372712, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.9231988658474339, + "FN": 26832, + "FP": 42835, + "IoU": 0.8573531700205574, + "TN": 130278404, + "TP": 418721, + "n_pred": 461556, + "n_ref": 445553 + }, + "8": { + "Dice": 0.8978012458231921, + "FN": 12582, + "FP": 36966, + "IoU": 0.8145547637583089, + "TN": 130499608, + "TP": 217636, + "n_pred": 254602, + "n_ref": 230218 + }, + "9": { + "Dice": 0.8916157452753732, + "FN": 12365, + "FP": 9434, + "IoU": 0.8044283753353131, + "TN": 130655329, + "TP": 89664, + "n_pred": 99098, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8887930171472701, + "FN": 14401, + "FP": 32255, + "IoU": 0.7998447011784693, + "TN": 72002909, + "TP": 186443, + "n_pred": 218698, + "n_ref": 200844 + }, + "10": { + "Dice": 0.5493930159364541, + "FN": 35170, + "FP": 9929, + "IoU": 0.3787331937403571, + "TN": 72163416, + "TP": 27493, + "n_pred": 37422, + "n_ref": 62663 + }, + "11": { + "Dice": 0.6983853606027987, + "FN": 1065, + "FP": 336, + "IoU": 0.5365530929540192, + "TN": 72232985, + "TP": 1622, + "n_pred": 1958, + "n_ref": 2687 + }, + "12": { + "Dice": 0.6338924233661076, + "FN": 1879, + "FP": 653, + "IoU": 0.4640135478408129, + "TN": 72231284, + "TP": 2192, + "n_pred": 2845, + "n_ref": 4071 + }, + "13": { + "Dice": 0.5666982714608708, + "FN": 35473, + "FP": 17996, + "IoU": 0.3953796051292489, + "TN": 72147574, + "TP": 34965, + "n_pred": 52961, + "n_ref": 70438 + }, + "14": { + "Dice": 0.478877645181976, + "FN": 27918, + "FP": 72039, + "IoU": 0.3148186230155466, + "TN": 72090124, + "TP": 45927, + "n_pred": 117966, + "n_ref": 73845 + }, + "15": { + "Dice": 0.4897144746995921, + "FN": 6105, + "FP": 40183, + "IoU": 0.32425290880158836, + "TN": 72167509, + "TP": 22211, + "n_pred": 62394, + "n_ref": 28316 + }, + "2": { + "Dice": 0.7731350363435969, + "FN": 44171, + "FP": 4612, + "IoU": 0.6301712570219927, + "TN": 72104101, + "TP": 83124, + "n_pred": 87736, + "n_ref": 127295 + }, + "3": { + "Dice": 0.8414785802739023, + "FN": 7540, + "FP": 53009, + "IoU": 0.7263383878330433, + "TN": 72014753, + "TP": 160706, + "n_pred": 213715, + "n_ref": 168246 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 37502, + "IoU": 0.0, + "TN": 72198506, + "TP": 0, + "n_pred": 37502, + "n_ref": 0 + }, + "5": { + "Dice": 0.7981436248168051, + "FN": 58, + "FP": 4074, + "IoU": 0.6640923502154297, + "TN": 72223707, + "TP": 8169, + "n_pred": 12243, + "n_ref": 8227 + }, + "6": { + "Dice": 0.9139798884018441, + "FN": 182655, + "FP": 67532, + "IoU": 0.8415865218709971, + "TN": 70656679, + "TP": 1329142, + "n_pred": 1396674, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.7508656644550031, + "FN": 74166, + "FP": 101749, + "IoU": 0.6011088183941408, + "TN": 71794998, + "TP": 265095, + "n_pred": 366844, + "n_ref": 339261 + }, + "8": { + "Dice": 0.9326250592697961, + "FN": 4638, + "FP": 4456, + "IoU": 0.8737558131463872, + "TN": 72163973, + "TP": 62941, + "n_pred": 67397, + "n_ref": 67579 + }, + "9": { + "Dice": 0.6714628297362111, + "FN": 19940, + "FP": 9104, + "IoU": 0.5054151624548736, + "TN": 72177284, + "TP": 29680, + "n_pred": 38784, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8859957466033432, + "FN": 8587, + "FP": 12105, + "IoU": 0.7953252816601878, + "TN": 52452023, + "TP": 80405, + "n_pred": 92510, + "n_ref": 88992 + }, + "10": { + "Dice": 0.05399800147061596, + "FN": 45752, + "FP": 4423, + "IoU": 0.027748173697366638, + "TN": 52501513, + "TP": 1432, + "n_pred": 5855, + "n_ref": 47184 + }, + "11": { + "Dice": 0.0, + "FN": 2042, + "FP": 11, + "IoU": 0.0, + "TN": 52551067, + "TP": 0, + "n_pred": 11, + "n_ref": 2042 + }, + "12": { + "Dice": 0.0, + "FN": 4066, + "FP": 0, + "IoU": 0.0, + "TN": 52549054, + "TP": 0, + "n_pred": 0, + "n_ref": 4066 + }, + "13": { + "Dice": 0.24109135411417465, + "FN": 18266, + "FP": 2818, + "IoU": 0.13706871853640568, + "TN": 52528687, + "TP": 3349, + "n_pred": 6167, + "n_ref": 21615 + }, + "14": { + "Dice": 0.38500842745092834, + "FN": 41332, + "FP": 5007, + "IoU": 0.23839655512458088, + "TN": 52492276, + "TP": 14505, + "n_pred": 19512, + "n_ref": 55837 + }, + "15": { + "Dice": 0.0, + "FN": 25269, + "FP": 59108, + "IoU": 0.0, + "TN": 52468743, + "TP": 0, + "n_pred": 59108, + "n_ref": 25269 + }, + "2": { + "Dice": 0.5989067677228627, + "FN": 74705, + "FP": 6157, + "IoU": 0.4274567558573421, + "TN": 52411887, + "TP": 60371, + "n_pred": 66528, + "n_ref": 135076 + }, + "3": { + "Dice": 0.7810550466853132, + "FN": 11008, + "FP": 63044, + "IoU": 0.6407631817674653, + "TN": 52346983, + "TP": 132085, + "n_pred": 195129, + "n_ref": 143093 + }, + "4": { + "Dice": 0.0, + "FN": 1880, + "FP": 107, + "IoU": 0.0, + "TN": 52551133, + "TP": 0, + "n_pred": 107, + "n_ref": 1880 + }, + "5": { + "Dice": 0.7962628562455837, + "FN": 1211, + "FP": 1384, + "IoU": 0.6614923036785807, + "TN": 52545454, + "TP": 5071, + "n_pred": 6455, + "n_ref": 6282 + }, + "6": { + "Dice": 0.9171877421162817, + "FN": 77332, + "FP": 48259, + "IoU": 0.8470422600394845, + "TN": 51732037, + "TP": 695492, + "n_pred": 743751, + "n_ref": 772824 + }, + "7": { + "Dice": 0.37725457356351455, + "FN": 146212, + "FP": 8468, + "IoU": 0.23247920925709067, + "TN": 52351588, + "TP": 46852, + "n_pred": 55320, + "n_ref": 193064 + }, + "8": { + "Dice": 0.9148741621909539, + "FN": 8004, + "FP": 1585, + "IoU": 0.8431042099579495, + "TN": 52492003, + "TP": 51528, + "n_pred": 53113, + "n_ref": 59532 + }, + "9": { + "Dice": 0.8145446173548309, + "FN": 21482, + "FP": 4295, + "IoU": 0.6871153729441039, + "TN": 52470735, + "TP": 56608, + "n_pred": 60903, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9721826590912622, + "FN": 11157, + "FP": 4956, + "IoU": 0.9458710418640276, + "TN": 143839572, + "TP": 281565, + "n_pred": 286521, + "n_ref": 292722 + }, + "10": { + "Dice": 0.858591737532469, + "FN": 18618, + "FP": 7622, + "IoU": 0.7522214143398079, + "TN": 144031349, + "TP": 79661, + "n_pred": 87283, + "n_ref": 98279 + }, + "11": { + "Dice": 0.7052991452991453, + "FN": 2493, + "FP": 955, + "IoU": 0.5447583839450753, + "TN": 144129676, + "TP": 4126, + "n_pred": 5081, + "n_ref": 6619 + }, + "12": { + "Dice": 0.6435019587804462, + "FN": 1868, + "FP": 2318, + "IoU": 0.47438473129080866, + "TN": 144129286, + "TP": 3778, + "n_pred": 6096, + "n_ref": 5646 + }, + "13": { + "Dice": 0.7946546227417641, + "FN": 29524, + "FP": 9122, + "IoU": 0.659275455595426, + "TN": 144023827, + "TP": 74777, + "n_pred": 83899, + "n_ref": 104301 + }, + "14": { + "Dice": 0.9604754872539077, + "FN": 15630, + "FP": 16835, + "IoU": 0.9239565546334619, + "TN": 143710323, + "TP": 394462, + "n_pred": 411297, + "n_ref": 410092 + }, + "15": { + "Dice": 0.45501319851460786, + "FN": 2326, + "FP": 46398, + "IoU": 0.29450944051893896, + "TN": 144068186, + "TP": 20340, + "n_pred": 66738, + "n_ref": 22666 + }, + "2": { + "Dice": 0.960164741695765, + "FN": 3986, + "FP": 7137, + "IoU": 0.9233815972557069, + "TN": 143992076, + "TP": 134051, + "n_pred": 141188, + "n_ref": 138037 + }, + "3": { + "Dice": 0.9624620187245178, + "FN": 6475, + "FP": 6608, + "IoU": 0.9276402754348607, + "TN": 143956445, + "TP": 167722, + "n_pred": 174330, + "n_ref": 174197 + }, + "4": { + "Dice": 0.9257835656780066, + "FN": 2758, + "FP": 5004, + "IoU": 0.861822195321679, + "TN": 144081076, + "TP": 48412, + "n_pred": 53416, + "n_ref": 51170 + }, + "5": { + "Dice": 0.7078171172659362, + "FN": 12850, + "FP": 3069, + "IoU": 0.5477685293031448, + "TN": 144102049, + "TP": 19282, + "n_pred": 22351, + "n_ref": 32132 + }, + "6": { + "Dice": 0.9757224214222996, + "FN": 35666, + "FP": 30167, + "IoU": 0.9525957043569929, + "TN": 142748494, + "TP": 1322923, + "n_pred": 1353090, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.930740502993226, + "FN": 22146, + "FP": 11625, + "IoU": 0.8704533423352232, + "TN": 143876564, + "TP": 226915, + "n_pred": 238540, + "n_ref": 249061 + }, + "8": { + "Dice": 0.8975473764561415, + "FN": 12765, + "FP": 36627, + "IoU": 0.8141369137214763, + "TN": 143871506, + "TP": 216352, + "n_pred": 252979, + "n_ref": 229117 + }, + "9": { + "Dice": 0.8924821327520801, + "FN": 9294, + "FP": 11226, + "IoU": 0.805839940957175, + "TN": 144031564, + "TP": 85166, + "n_pred": 96392, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9619177412027816, + "FN": 7558, + "FP": 8789, + "IoU": 0.9266295932244469, + "TN": 111556119, + "TP": 206454, + "n_pred": 215243, + "n_ref": 214012 + }, + "10": { + "Dice": 0.6721307458590611, + "FN": 18571, + "FP": 8191, + "IoU": 0.5061723838872179, + "TN": 111724727, + "TP": 27431, + "n_pred": 35622, + "n_ref": 46002 + }, + "11": { + "Dice": 0.7476795659003285, + "FN": 1177, + "FP": 590, + "IoU": 0.5970353477765108, + "TN": 111774535, + "TP": 2618, + "n_pred": 3208, + "n_ref": 3795 + }, + "12": { + "Dice": 0.5989087679228524, + "FN": 2300, + "FP": 861, + "IoU": 0.42745879369679407, + "TN": 111773399, + "TP": 2360, + "n_pred": 3221, + "n_ref": 4660 + }, + "13": { + "Dice": 0.7168437531843151, + "FN": 14251, + "FP": 16316, + "IoU": 0.5586566366825972, + "TN": 111709661, + "TP": 38692, + "n_pred": 55008, + "n_ref": 52943 + }, + "14": { + "Dice": 0.8324217386244618, + "FN": 13293, + "FP": 18387, + "IoU": 0.7129472739958138, + "TN": 111668557, + "TP": 78683, + "n_pred": 97070, + "n_ref": 91976 + }, + "15": { + "Dice": 0.5305711227252692, + "FN": 6519, + "FP": 936, + "IoU": 0.36107302022625987, + "TN": 111767252, + "TP": 4213, + "n_pred": 5149, + "n_ref": 10732 + }, + "2": { + "Dice": 0.9649927159513357, + "FN": 8251, + "FP": 6119, + "IoU": 0.9323535503794227, + "TN": 111566492, + "TP": 198058, + "n_pred": 204177, + "n_ref": 206309 + }, + "3": { + "Dice": 0.9369317067430275, + "FN": 3726, + "FP": 4313, + "IoU": 0.8813466761128823, + "TN": 111711168, + "TP": 59713, + "n_pred": 64026, + "n_ref": 63439 + }, + "4": { + "Dice": 0.8290936703368227, + "FN": 3393, + "FP": 2909, + "IoU": 0.7080785621641653, + "TN": 111757332, + "TP": 15286, + "n_pred": 18195, + "n_ref": 18679 + }, + "5": { + "Dice": 0.6200808478094614, + "FN": 12227, + "FP": 5160, + "IoU": 0.4493602736255384, + "TN": 111747344, + "TP": 14189, + "n_pred": 19349, + "n_ref": 26416 + }, + "6": { + "Dice": 0.9702665258551861, + "FN": 29836, + "FP": 44013, + "IoU": 0.9422501552268032, + "TN": 110500146, + "TP": 1204925, + "n_pred": 1248938, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.7738966446240509, + "FN": 80401, + "FP": 11917, + "IoU": 0.6311838567530532, + "TN": 111528611, + "TP": 157991, + "n_pred": 169908, + "n_ref": 238392 + }, + "8": { + "Dice": 0.9010235052229645, + "FN": 37972, + "FP": 14596, + "IoU": 0.8198751379170921, + "TN": 111487078, + "TP": 239274, + "n_pred": 253870, + "n_ref": 277246 + }, + "9": { + "Dice": 0.8393004195913886, + "FN": 16130, + "FP": 8458, + "IoU": 0.7230987533362614, + "TN": 111690123, + "TP": 64209, + "n_pred": 72667, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.863003145843313, + "FN": 11367, + "FP": 37538, + "IoU": 0.7590198184703019, + "TN": 198884933, + "TP": 154037, + "n_pred": 191575, + "n_ref": 165404 + }, + "10": { + "Dice": 0.7633526328411387, + "FN": 18564, + "FP": 9066, + "IoU": 0.6172759131771779, + "TN": 199015682, + "TP": 44563, + "n_pred": 53629, + "n_ref": 63127 + }, + "11": { + "Dice": 0.7481345565749236, + "FN": 1377, + "FP": 682, + "IoU": 0.5976157905022474, + "TN": 199082758, + "TP": 3058, + "n_pred": 3740, + "n_ref": 4435 + }, + "12": { + "Dice": 0.6941156287527878, + "FN": 1312, + "FP": 471, + "IoU": 0.5315291644771414, + "TN": 199084069, + "TP": 2023, + "n_pred": 2494, + "n_ref": 3335 + }, + "13": { + "Dice": 0.47910211824217513, + "FN": 20440, + "FP": 12512, + "IoU": 0.3150126803309358, + "TN": 199039769, + "TP": 15154, + "n_pred": 27666, + "n_ref": 35594 + }, + "14": { + "Dice": 0.5052730993231545, + "FN": 27688, + "FP": 10028, + "IoU": 0.3380370682392586, + "TN": 199030899, + "TP": 19260, + "n_pred": 29288, + "n_ref": 46948 + }, + "15": { + "Dice": 0.7613879840437577, + "FN": 51148, + "FP": 3644, + "IoU": 0.6147106391955559, + "TN": 198945665, + "TP": 87418, + "n_pred": 91062, + "n_ref": 138566 + }, + "2": { + "Dice": 0.9390226128681458, + "FN": 3941, + "FP": 12376, + "IoU": 0.8850543133691195, + "TN": 198945921, + "TP": 125637, + "n_pred": 138013, + "n_ref": 129578 + }, + "3": { + "Dice": 0.9541491918382734, + "FN": 7219, + "FP": 5430, + "IoU": 0.912318644678742, + "TN": 198943614, + "TP": 131612, + "n_pred": 137042, + "n_ref": 138831 + }, + "4": { + "Dice": 0.8452169935387959, + "FN": 2338, + "FP": 3076, + "IoU": 0.7319271142800554, + "TN": 199067679, + "TP": 14782, + "n_pred": 17858, + "n_ref": 17120 + }, + "5": { + "Dice": 0.6300903257200207, + "FN": 9709, + "FP": 2454, + "IoU": 0.45995027084628365, + "TN": 199065353, + "TP": 10359, + "n_pred": 12813, + "n_ref": 20068 + }, + "6": { + "Dice": 0.9539205407059999, + "FN": 70511, + "FP": 34263, + "IoU": 0.9119006517437993, + "TN": 197898604, + "TP": 1084497, + "n_pred": 1118760, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.8965734045897517, + "FN": 16428, + "FP": 15814, + "IoU": 0.8125356125356126, + "TN": 198915885, + "TP": 139748, + "n_pred": 155562, + "n_ref": 156176 + }, + "8": { + "Dice": 0.901257286880902, + "FN": 10365, + "FP": 13298, + "IoU": 0.8202623563458485, + "TN": 198956222, + "TP": 107990, + "n_pred": 121288, + "n_ref": 118355 + }, + "9": { + "Dice": 0.904933367253087, + "FN": 10913, + "FP": 8519, + "IoU": 0.8263728801443915, + "TN": 198975957, + "TP": 92486, + "n_pred": 101005, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8880057653622017, + "FN": 13100, + "FP": 30102, + "IoU": 0.7985704760883451, + "TN": 130860715, + "TP": 171275, + "n_pred": 201377, + "n_ref": 184375 + }, + "10": { + "Dice": 0.7992600563421152, + "FN": 16615, + "FP": 16591, + "IoU": 0.6656396004511036, + "TN": 130975880, + "TP": 66106, + "n_pred": 82697, + "n_ref": 82721 + }, + "11": { + "Dice": 0.6959255229113771, + "FN": 1193, + "FP": 1322, + "IoU": 0.5336547376228444, + "TN": 131069799, + "TP": 2878, + "n_pred": 4200, + "n_ref": 4071 + }, + "12": { + "Dice": 0.7709282316023889, + "FN": 827, + "FP": 1436, + "IoU": 0.6272442760665459, + "TN": 131069121, + "TP": 3808, + "n_pred": 5244, + "n_ref": 4635 + }, + "13": { + "Dice": 0.5989385700687191, + "FN": 44226, + "FP": 17288, + "IoU": 0.42748915734415427, + "TN": 130967746, + "TP": 45932, + "n_pred": 63220, + "n_ref": 90158 + }, + "14": { + "Dice": 0.582087754747026, + "FN": 13113, + "FP": 49349, + "IoU": 0.41052452766085956, + "TN": 130969230, + "TP": 43500, + "n_pred": 92849, + "n_ref": 56613 + }, + "15": { + "Dice": 0.8067971132188223, + "FN": 1252, + "FP": 11357, + "IoU": 0.6761608793918225, + "TN": 131036256, + "TP": 26327, + "n_pred": 37684, + "n_ref": 27579 + }, + "2": { + "Dice": 0.9256577545720929, + "FN": 10361, + "FP": 13716, + "IoU": 0.8616041661876623, + "TN": 130901220, + "TP": 149895, + "n_pred": 163611, + "n_ref": 160256 + }, + "3": { + "Dice": 0.9134466263021589, + "FN": 8955, + "FP": 25368, + "IoU": 0.8406827022159508, + "TN": 130859754, + "TP": 181115, + "n_pred": 206483, + "n_ref": 190070 + }, + "4": { + "Dice": 0.7992271545452377, + "FN": 22821, + "FP": 2430, + "IoU": 0.6655939610647597, + "TN": 130999682, + "TP": 50259, + "n_pred": 52689, + "n_ref": 73080 + }, + "5": { + "Dice": 0.8029197080291971, + "FN": 3644, + "FP": 1783, + "IoU": 0.6707317073170732, + "TN": 131058710, + "TP": 11055, + "n_pred": 12838, + "n_ref": 14699 + }, + "6": { + "Dice": 0.9721426431951802, + "FN": 48014, + "FP": 33365, + "IoU": 0.945795286436599, + "TN": 129573865, + "TP": 1419948, + "n_pred": 1453313, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.7643633774272177, + "FN": 79441, + "FP": 350749, + "IoU": 0.618598836796936, + "TN": 129947272, + "TP": 697730, + "n_pred": 1048479, + "n_ref": 777171 + }, + "8": { + "Dice": 0.9241831066845432, + "FN": 7558, + "FP": 12234, + "IoU": 0.8590524209341908, + "TN": 130934771, + "TP": 120629, + "n_pred": 132863, + "n_ref": 128187 + }, + "9": { + "Dice": 0.7426581488822382, + "FN": 18519, + "FP": 14070, + "IoU": 0.5906573047115421, + "TN": 130995579, + "TP": 47024, + "n_pred": 61094, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.928179488699616, + "FN": 4179, + "FP": 28530, + "IoU": 0.865984070013275, + "TN": 101373132, + "TP": 211359, + "n_pred": 239889, + "n_ref": 215538 + }, + "10": { + "Dice": 0.7941060950499291, + "FN": 12463, + "FP": 4836, + "IoU": 0.6585206972107621, + "TN": 101566541, + "TP": 33360, + "n_pred": 38196, + "n_ref": 45823 + }, + "11": { + "Dice": 0.875594695819415, + "FN": 634, + "FP": 595, + "IoU": 0.7787180410514944, + "TN": 101611646, + "TP": 4325, + "n_pred": 4920, + "n_ref": 4959 + }, + "12": { + "Dice": 0.7752951861943688, + "FN": 1222, + "FP": 1252, + "IoU": 0.6330465737169979, + "TN": 101610458, + "TP": 4268, + "n_pred": 5520, + "n_ref": 5490 + }, + "13": { + "Dice": 0.8380522433223744, + "FN": 8848, + "FP": 10954, + "IoU": 0.7212477828767702, + "TN": 101546162, + "TP": 51236, + "n_pred": 62190, + "n_ref": 60084 + }, + "14": { + "Dice": 0.9097168273698, + "FN": 2048, + "FP": 9806, + "IoU": 0.8343858276517269, + "TN": 101545624, + "TP": 59722, + "n_pred": 69528, + "n_ref": 61770 + }, + "15": { + "Dice": 0.8375386860919276, + "FN": 2280, + "FP": 9741, + "IoU": 0.7204873625223801, + "TN": 101574193, + "TP": 30986, + "n_pred": 40727, + "n_ref": 33266 + }, + "2": { + "Dice": 0.9054084867794281, + "FN": 27412, + "FP": 2871, + "IoU": 0.8271656374490622, + "TN": 101441986, + "TP": 144931, + "n_pred": 147802, + "n_ref": 172343 + }, + "3": { + "Dice": 0.9190011702924109, + "FN": 2962, + "FP": 27007, + "IoU": 0.8501407633725204, + "TN": 101417219, + "TP": 170012, + "n_pred": 197019, + "n_ref": 172974 + }, + "4": { + "Dice": 0.5515915095526519, + "FN": 868, + "FP": 24081, + "IoU": 0.380825929418772, + "TN": 101576906, + "TP": 15345, + "n_pred": 39426, + "n_ref": 16213 + }, + "5": { + "Dice": 0.7386168224299066, + "FN": 10613, + "FP": 3371, + "IoU": 0.5855610218718511, + "TN": 101583458, + "TP": 19758, + "n_pred": 23129, + "n_ref": 30371 + }, + "6": { + "Dice": 0.9740459370159152, + "FN": 62954, + "FP": 15424, + "IoU": 0.9494050193463928, + "TN": 100068074, + "TP": 1470748, + "n_pred": 1486172, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.9236543844574575, + "FN": 44073, + "FP": 19367, + "IoU": 0.8581392176637247, + "TN": 101170001, + "TP": 383759, + "n_pred": 403126, + "n_ref": 427832 + }, + "8": { + "Dice": 0.954583836078522, + "FN": 13193, + "FP": 7622, + "IoU": 0.9131137139660886, + "TN": 101377634, + "TP": 218751, + "n_pred": 226373, + "n_ref": 231944 + }, + "9": { + "Dice": 0.9410567269529815, + "FN": 2871, + "FP": 6916, + "IoU": 0.8886752963123052, + "TN": 101529286, + "TP": 78127, + "n_pred": 85043, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.965711936016775, + "FN": 10789, + "FP": 3470, + "IoU": 0.9336972644716102, + "TN": 118967153, + "TP": 200800, + "n_pred": 204270, + "n_ref": 211589 + }, + "10": { + "Dice": 0.8520886563405421, + "FN": 11048, + "FP": 13150, + "IoU": 0.7422948305608214, + "TN": 119088314, + "TP": 69700, + "n_pred": 82850, + "n_ref": 80748 + }, + "11": { + "Dice": 0.7256224066390041, + "FN": 1240, + "FP": 876, + "IoU": 0.5693935693935694, + "TN": 119177298, + "TP": 2798, + "n_pred": 3674, + "n_ref": 4038 + }, + "12": { + "Dice": 0.6667586968525676, + "FN": 1720, + "FP": 694, + "IoU": 0.500103541105819, + "TN": 119177383, + "TP": 2415, + "n_pred": 3109, + "n_ref": 4135 + }, + "13": { + "Dice": 0.7566932393275381, + "FN": 4741, + "FP": 13480, + "IoU": 0.6086134679411449, + "TN": 119135657, + "TP": 28334, + "n_pred": 41814, + "n_ref": 33075 + }, + "14": { + "Dice": 0.10272447402684319, + "FN": 61646, + "FP": 12093, + "IoU": 0.054143150333504364, + "TN": 119104252, + "TP": 4221, + "n_pred": 16314, + "n_ref": 65867 + }, + "15": { + "Dice": 0.17682506370858941, + "FN": 17771, + "FP": 9686, + "IoU": 0.09698743669012695, + "TN": 119151806, + "TP": 2949, + "n_pred": 12635, + "n_ref": 20720 + }, + "2": { + "Dice": 0.936080796085096, + "FN": 10617, + "FP": 14357, + "IoU": 0.8798419961220729, + "TN": 118974369, + "TP": 182869, + "n_pred": 197226, + "n_ref": 193486 + }, + "3": { + "Dice": 0.966054073021025, + "FN": 9785, + "FP": 3372, + "IoU": 0.9343371329327451, + "TN": 118981840, + "TP": 187215, + "n_pred": 190587, + "n_ref": 197000 + }, + "4": { + "Dice": 0.8684324997942604, + "FN": 6403, + "FP": 4788, + "IoU": 0.7674597402597403, + "TN": 119134087, + "TP": 36934, + "n_pred": 41722, + "n_ref": 43337 + }, + "5": { + "Dice": 0.8760449697319113, + "FN": 2527, + "FP": 1773, + "IoU": 0.7794306232367274, + "TN": 119162717, + "TP": 15195, + "n_pred": 16968, + "n_ref": 17722 + }, + "6": { + "Dice": 0.9671206213342358, + "FN": 61476, + "FP": 52580, + "IoU": 0.9363345239630274, + "TN": 117390723, + "TP": 1677433, + "n_pred": 1730013, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.8653440557347158, + "FN": 43246, + "FP": 35922, + "IoU": 0.7626488541379352, + "TN": 118848664, + "TP": 254380, + "n_pred": 290302, + "n_ref": 297626 + }, + "8": { + "Dice": 0.9576828388681248, + "FN": 1835, + "FP": 5264, + "IoU": 0.9188017568742279, + "TN": 119094784, + "TP": 80329, + "n_pred": 85593, + "n_ref": 82164 + }, + "9": { + "Dice": 0.9241183842216835, + "FN": 6617, + "FP": 6341, + "IoU": 0.8589405847902288, + "TN": 119090350, + "TP": 78904, + "n_pred": 85245, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 103969, + "IoU": 0.0, + "TN": 61228511, + "TP": 0, + "n_pred": 103969, + "n_ref": 0 + }, + "10": { + "Dice": 0.6848863809669056, + "FN": 11974, + "FP": 8688, + "IoU": 0.5207811485295482, + "TN": 61289364, + "TP": 22454, + "n_pred": 31142, + "n_ref": 34428 + }, + "11": { + "Dice": 0.8339465875370919, + "FN": 351, + "FP": 1048, + "IoU": 0.7151872964169381, + "TN": 61327568, + "TP": 3513, + "n_pred": 4561, + "n_ref": 3864 + }, + "12": { + "Dice": 0.7968487394957983, + "FN": 1057, + "FP": 877, + "IoU": 0.6623013794307665, + "TN": 61326753, + "TP": 3793, + "n_pred": 4670, + "n_ref": 4850 + }, + "13": { + "Dice": 0.5806117481329564, + "FN": 24669, + "FP": 15820, + "IoU": 0.4090577383384903, + "TN": 61263964, + "TP": 28027, + "n_pred": 43847, + "n_ref": 52696 + }, + "14": { + "Dice": 0.9569037960956468, + "FN": 13799, + "FP": 9330, + "IoU": 0.9173686880595628, + "TN": 61052574, + "TP": 256777, + "n_pred": 266107, + "n_ref": 270576 + }, + "15": { + "Dice": 0.7393089989799086, + "FN": 14882, + "FP": 43896, + "IoU": 0.5864315668008219, + "TN": 61190356, + "TP": 83346, + "n_pred": 127242, + "n_ref": 98228 + }, + "2": { + "Dice": 0.9573532058004107, + "FN": 6654, + "FP": 7092, + "IoU": 0.9181951271766429, + "TN": 61164446, + "TP": 154288, + "n_pred": 161380, + "n_ref": 160942 + }, + "3": { + "Dice": 0.9571975168259627, + "FN": 4060, + "FP": 7082, + "IoU": 0.9179087432861553, + "TN": 61196753, + "TP": 124585, + "n_pred": 131667, + "n_ref": 128645 + }, + "4": { + "Dice": 0.9460002088966774, + "FN": 1432, + "FP": 3221, + "IoU": 0.8975335829112531, + "TN": 61287070, + "TP": 40757, + "n_pred": 43978, + "n_ref": 42189 + }, + "5": { + "Dice": 0.8187824748219898, + "FN": 2190, + "FP": 635, + "IoU": 0.6931682415553383, + "TN": 61323273, + "TP": 6382, + "n_pred": 7017, + "n_ref": 8572 + }, + "6": { + "Dice": 0.9764755411980662, + "FN": 24351, + "FP": 32588, + "IoU": 0.9540324442671946, + "TN": 60093802, + "TP": 1181739, + "n_pred": 1214327, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.43299642526629045, + "FN": 144572, + "FP": 11663, + "IoU": 0.2763212747232387, + "TN": 61116590, + "TP": 59655, + "n_pred": 71318, + "n_ref": 204227 + }, + "8": { + "Dice": 0.940081654442766, + "FN": 4731, + "FP": 5146, + "IoU": 0.8869378083540334, + "TN": 61245121, + "TP": 77482, + "n_pred": 82628, + "n_ref": 82213 + }, + "9": { + "Dice": 0.8670177800657347, + "FN": 8637, + "FP": 8154, + "IoU": 0.7652527681467397, + "TN": 61260952, + "TP": 54737, + "n_pred": 62891, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9785643785694401, + "FN": 3156, + "FP": 4467, + "IoU": 0.9580284435341339, + "TN": 148925877, + "TP": 174000, + "n_pred": 178467, + "n_ref": 177156 + }, + "10": { + "Dice": 0.8845555870341835, + "FN": 8796, + "FP": 7911, + "IoU": 0.7930073222405313, + "TN": 149026787, + "TP": 64006, + "n_pred": 71917, + "n_ref": 72802 + }, + "11": { + "Dice": 0.8216572870172715, + "FN": 487, + "FP": 432, + "IoU": 0.6972990777338604, + "TN": 149104464, + "TP": 2117, + "n_pred": 2549, + "n_ref": 2604 + }, + "12": { + "Dice": 0.5040927694406548, + "FN": 1358, + "FP": 96, + "IoU": 0.3369813041495668, + "TN": 149105307, + "TP": 739, + "n_pred": 835, + "n_ref": 2097 + }, + "13": { + "Dice": 0.7511994688513911, + "FN": 24401, + "FP": 15321, + "IoU": 0.6015367947997753, + "TN": 149007812, + "TP": 59966, + "n_pred": 75287, + "n_ref": 84367 + }, + "14": { + "Dice": 0.9151901944647174, + "FN": 4660, + "FP": 11725, + "IoU": 0.843641152389041, + "TN": 149002709, + "TP": 88406, + "n_pred": 100131, + "n_ref": 93066 + }, + "15": { + "Dice": 0.8403924775143091, + "FN": 7209, + "FP": 4503, + "IoU": 0.7247214779297702, + "TN": 149064954, + "TP": 30834, + "n_pred": 35337, + "n_ref": 38043 + }, + "2": { + "Dice": 0.9356392333982158, + "FN": 2464, + "FP": 18797, + "IoU": 0.8790621213758738, + "TN": 148931699, + "TP": 154540, + "n_pred": 173337, + "n_ref": 157004 + }, + "3": { + "Dice": 0.7689552693743809, + "FN": 19722, + "FP": 4534, + "IoU": 0.6246363354998452, + "TN": 149042880, + "TP": 40364, + "n_pred": 44898, + "n_ref": 60086 + }, + "4": { + "Dice": 0.928607747500047, + "FN": 1178, + "FP": 2613, + "IoU": 0.8667299444561626, + "TN": 149079054, + "TP": 24655, + "n_pred": 27268, + "n_ref": 25833 + }, + "5": { + "Dice": 0.41730108468638416, + "FN": 24425, + "FP": 1522, + "IoU": 0.26366422611953005, + "TN": 149072262, + "TP": 9291, + "n_pred": 10813, + "n_ref": 33716 + }, + "6": { + "Dice": 0.9728131078951088, + "FN": 25356, + "FP": 35048, + "IoU": 0.947065344556373, + "TN": 147966395, + "TP": 1080701, + "n_pred": 1115749, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.8550094976356949, + "FN": 63578, + "FP": 8172, + "IoU": 0.746739379820335, + "TN": 148824195, + "TP": 211555, + "n_pred": 219727, + "n_ref": 275133 + }, + "8": { + "Dice": 0.9604020988677161, + "FN": 11716, + "FP": 6207, + "IoU": 0.9238207366729856, + "TN": 148872226, + "TP": 217351, + "n_pred": 223558, + "n_ref": 229067 + }, + "9": { + "Dice": 0.8800829397534846, + "FN": 14907, + "FP": 4872, + "IoU": 0.7858465336350545, + "TN": 149015141, + "TP": 72580, + "n_pred": 77452, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9514564634870919, + "FN": 31492, + "FP": 17856, + "IoU": 0.9074076853797658, + "TN": 100179840, + "TP": 483612, + "n_pred": 501468, + "n_ref": 515104 + }, + "10": { + "Dice": 0.441563349369922, + "FN": 23281, + "FP": 15140, + "IoU": 0.2833373747924866, + "TN": 100659189, + "TP": 15190, + "n_pred": 30330, + "n_ref": 38471 + }, + "11": { + "Dice": 0.5975644293401303, + "FN": 1371, + "FP": 1471, + "IoU": 0.42609046849757676, + "TN": 100707848, + "TP": 2110, + "n_pred": 3581, + "n_ref": 3481 + }, + "12": { + "Dice": 0.6638320027768136, + "FN": 2048, + "FP": 1826, + "IoU": 0.496817768541369, + "TN": 100705101, + "TP": 3825, + "n_pred": 5651, + "n_ref": 5873 + }, + "13": { + "Dice": 0.02949837783878213, + "FN": 38564, + "FP": 324, + "IoU": 0.014969984042148991, + "TN": 100673321, + "TP": 591, + "n_pred": 915, + "n_ref": 39155 + }, + "14": { + "Dice": 0.7555119124516015, + "FN": 52721, + "FP": 12760, + "IoU": 0.6070864960547239, + "TN": 100546145, + "TP": 101174, + "n_pred": 113934, + "n_ref": 153895 + }, + "15": { + "Dice": 0.8523104041633441, + "FN": 3880, + "FP": 27791, + "IoU": 0.7426314634681489, + "TN": 100589743, + "TP": 91386, + "n_pred": 119177, + "n_ref": 95266 + }, + "2": { + "Dice": 0.7208836487615529, + "FN": 94241, + "FP": 13331, + "IoU": 0.5635794179814757, + "TN": 100466313, + "TP": 138915, + "n_pred": 152246, + "n_ref": 233156 + }, + "3": { + "Dice": 0.7957092509882908, + "FN": 6860, + "FP": 104609, + "IoU": 0.6607285256000536, + "TN": 100384246, + "TP": 217085, + "n_pred": 321694, + "n_ref": 223945 + }, + "4": { + "Dice": 0.8887941985174703, + "FN": 2377, + "FP": 11455, + "IoU": 0.7998466146700045, + "TN": 100643693, + "TP": 55275, + "n_pred": 66730, + "n_ref": 57652 + }, + "5": { + "Dice": 0.5393239625167336, + "FN": 10027, + "FP": 985, + "IoU": 0.36922900675907894, + "TN": 100695342, + "TP": 6446, + "n_pred": 7431, + "n_ref": 16473 + }, + "6": { + "Dice": 0.8995284530093139, + "FN": 313449, + "FP": 80748, + "IoU": 0.8174027356446747, + "TN": 98553967, + "TP": 1764636, + "n_pred": 1845384, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.6731523224638853, + "FN": 37093, + "FP": 94204, + "IoU": 0.5073320275269979, + "TN": 100446298, + "TP": 135205, + "n_pred": 229409, + "n_ref": 172298 + }, + "8": { + "Dice": 0.9195721752539425, + "FN": 3430, + "FP": 14512, + "IoU": 0.8511185608072225, + "TN": 100592288, + "TP": 102570, + "n_pred": 117082, + "n_ref": 106000 + }, + "9": { + "Dice": 0.7883987279726467, + "FN": 19422, + "FP": 24827, + "IoU": 0.650708072180736, + "TN": 100586118, + "TP": 82433, + "n_pred": 107260, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9694027822547514, + "FN": 1146, + "FP": 3695, + "IoU": 0.9406223552355604, + "TN": 78869171, + "TP": 76688, + "n_pred": 80383, + "n_ref": 77834 + }, + "10": { + "Dice": 0.7099803255231623, + "FN": 15127, + "FP": 4331, + "IoU": 0.5503639514731369, + "TN": 78907425, + "TP": 23817, + "n_pred": 28148, + "n_ref": 38944 + }, + "11": { + "Dice": 0.5936933671620153, + "FN": 549, + "FP": 572, + "IoU": 0.42216494845360825, + "TN": 78948760, + "TP": 819, + "n_pred": 1391, + "n_ref": 1368 + }, + "12": { + "Dice": 0.26466836734693877, + "FN": 2145, + "FP": 161, + "IoU": 0.15251745681734658, + "TN": 78947979, + "TP": 415, + "n_pred": 576, + "n_ref": 2560 + }, + "13": { + "Dice": 0.5117192119391689, + "FN": 37769, + "FP": 3521, + "IoU": 0.34383243810189745, + "TN": 78887774, + "TP": 21636, + "n_pred": 25157, + "n_ref": 59405 + }, + "14": { + "Dice": 0.08217226092463585, + "FN": 25193, + "FP": 21183, + "IoU": 0.042846528523074384, + "TN": 78902248, + "TP": 2076, + "n_pred": 23259, + "n_ref": 27269 + }, + "15": { + "Dice": 0.9188307250734641, + "FN": 5338, + "FP": 4164, + "IoU": 0.8498490905930502, + "TN": 78887417, + "TP": 53781, + "n_pred": 57945, + "n_ref": 59119 + }, + "2": { + "Dice": 0.9063195170769778, + "FN": 14767, + "FP": 2878, + "IoU": 0.82868765716172, + "TN": 78847701, + "TP": 85354, + "n_pred": 88232, + "n_ref": 100121 + }, + "3": { + "Dice": 0.9278046372844851, + "FN": 1966, + "FP": 10906, + "IoU": 0.8653317012439451, + "TN": 78855117, + "TP": 82711, + "n_pred": 93617, + "n_ref": 84677 + }, + "4": { + "Dice": 0.8732914089704278, + "FN": 325, + "FP": 4551, + "IoU": 0.7750818764703169, + "TN": 78929021, + "TP": 16803, + "n_pred": 21354, + "n_ref": 17128 + }, + "5": { + "Dice": 0.5438784842339656, + "FN": 21120, + "FP": 1822, + "IoU": 0.37351174221736755, + "TN": 78914080, + "TP": 13678, + "n_pred": 15500, + "n_ref": 34798 + }, + "6": { + "Dice": 0.9596081600249508, + "FN": 30190, + "FP": 26794, + "IoU": 0.9223526397976787, + "TN": 78216818, + "TP": 676898, + "n_pred": 703692, + "n_ref": 707088 + }, + "7": { + "Dice": 0.6455112326749209, + "FN": 372301, + "FP": 10806, + "IoU": 0.47657186109391886, + "TN": 78218781, + "TP": 348812, + "n_pred": 359618, + "n_ref": 721113 + }, + "8": { + "Dice": 0.8912139233064386, + "FN": 48394, + "FP": 20625, + "IoU": 0.8037744539181709, + "TN": 78598967, + "TP": 282714, + "n_pred": 303339, + "n_ref": 331108 + }, + "9": { + "Dice": 0.7489719568376465, + "FN": 20712, + "FP": 3645, + "IoU": 0.5986851861005388, + "TN": 78890007, + "TP": 36336, + "n_pred": 39981, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9839888150244335, + "FN": 1812, + "FP": 2952, + "IoU": 0.9684822663129412, + "TN": 104853287, + "TP": 146389, + "n_pred": 149341, + "n_ref": 148201 + }, + "10": { + "Dice": 0.8852016252143076, + "FN": 11852, + "FP": 7700, + "IoU": 0.7940463901236648, + "TN": 104909506, + "TP": 75382, + "n_pred": 83082, + "n_ref": 87234 + }, + "11": { + "Dice": 0.8982134461683122, + "FN": 510, + "FP": 356, + "IoU": 0.8152336249199915, + "TN": 104999753, + "TP": 3821, + "n_pred": 4177, + "n_ref": 4331 + }, + "12": { + "Dice": 0.8026639344262295, + "FN": 916, + "FP": 1010, + "IoU": 0.6703748074619202, + "TN": 104998597, + "TP": 3917, + "n_pred": 4927, + "n_ref": 4833 + }, + "13": { + "Dice": 0.8786815439813902, + "FN": 10960, + "FP": 7502, + "IoU": 0.7836146272855133, + "TN": 104919120, + "TP": 66858, + "n_pred": 74360, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9510640938995628, + "FN": 1127, + "FP": 5969, + "IoU": 0.9066941920553313, + "TN": 104928389, + "TP": 68955, + "n_pred": 74924, + "n_ref": 70082 + }, + "15": { + "Dice": 0.8217395127957083, + "FN": 5672, + "FP": 2436, + "IoU": 0.6974175250037319, + "TN": 104977644, + "TP": 18688, + "n_pred": 21124, + "n_ref": 24360 + }, + "2": { + "Dice": 0.9217465048546695, + "FN": 21846, + "FP": 3437, + "IoU": 0.8548513953394915, + "TN": 104830253, + "TP": 148904, + "n_pred": 152341, + "n_ref": 170750 + }, + "3": { + "Dice": 0.9314078081572773, + "FN": 3075, + "FP": 19087, + "IoU": 0.8716213867809767, + "TN": 104831810, + "TP": 150468, + "n_pred": 169555, + "n_ref": 153543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 296, + "IoU": 0.0, + "TN": 105004144, + "TP": 0, + "n_pred": 296, + "n_ref": 0 + }, + "5": { + "Dice": 0.7328630982744366, + "FN": 9248, + "FP": 5939, + "IoU": 0.5783614203614759, + "TN": 104968421, + "TP": 20832, + "n_pred": 26771, + "n_ref": 30080 + }, + "6": { + "Dice": 0.9830901308429398, + "FN": 23191, + "FP": 18527, + "IoU": 0.9667426393037623, + "TN": 103750041, + "TP": 1212681, + "n_pred": 1231208, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.9170304767734051, + "FN": 9852, + "FP": 30001, + "IoU": 0.846774038516992, + "TN": 104744347, + "TP": 220240, + "n_pred": 250241, + "n_ref": 230092 + }, + "8": { + "Dice": 0.9672786009718797, + "FN": 10470, + "FP": 13596, + "IoU": 0.9366307330148983, + "TN": 104624666, + "TP": 355708, + "n_pred": 369304, + "n_ref": 366178 + }, + "9": { + "Dice": 0.9072305300959426, + "FN": 8923, + "FP": 8385, + "IoU": 0.8302121857189103, + "TN": 104902501, + "TP": 84631, + "n_pred": 93016, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9828049973994505, + "FN": 10909, + "FP": 3340, + "IoU": 0.9661913348835002, + "TN": 177254828, + "TP": 407211, + "n_pred": 410551, + "n_ref": 418120 + }, + "10": { + "Dice": 0.6598038296675671, + "FN": 33248, + "FP": 6673, + "IoU": 0.4923188442658392, + "TN": 177597654, + "TP": 38713, + "n_pred": 45386, + "n_ref": 71961 + }, + "11": { + "Dice": 0.832290942784341, + "FN": 1150, + "FP": 298, + "IoU": 0.7127554056734775, + "TN": 177671247, + "TP": 3593, + "n_pred": 3891, + "n_ref": 4743 + }, + "12": { + "Dice": 0.8122015398109346, + "FN": 1031, + "FP": 896, + "IoU": 0.6837873318017722, + "TN": 177670194, + "TP": 4167, + "n_pred": 5063, + "n_ref": 5198 + }, + "13": { + "Dice": 0.8660700205014982, + "FN": 11182, + "FP": 9200, + "IoU": 0.7637773373665728, + "TN": 177590005, + "TP": 65901, + "n_pred": 75101, + "n_ref": 77083 + }, + "14": { + "Dice": 0.9385976140494598, + "FN": 2918, + "FP": 6676, + "IoU": 0.8842995139952485, + "TN": 177593367, + "TP": 73327, + "n_pred": 80003, + "n_ref": 76245 + }, + "15": { + "Dice": 0.313068973337221, + "FN": 3842, + "FP": 80972, + "IoU": 0.18558492812629032, + "TN": 177572147, + "TP": 19327, + "n_pred": 100299, + "n_ref": 23169 + }, + "2": { + "Dice": 0.9808879342215483, + "FN": 4763, + "FP": 3405, + "IoU": 0.9624927102323082, + "TN": 177458517, + "TP": 209603, + "n_pred": 213008, + "n_ref": 214366 + }, + "3": { + "Dice": 0.9844326573871951, + "FN": 4560, + "FP": 1844, + "IoU": 0.9693425694986333, + "TN": 177467399, + "TP": 202485, + "n_pred": 204329, + "n_ref": 207045 + }, + "4": { + "Dice": 0.9011355379201277, + "FN": 2809, + "FP": 4130, + "IoU": 0.8200606799263542, + "TN": 177637725, + "TP": 31624, + "n_pred": 35754, + "n_ref": 34433 + }, + "5": { + "Dice": 0.7120600550756346, + "FN": 12305, + "FP": 2961, + "IoU": 0.5528674360025775, + "TN": 177642146, + "TP": 18876, + "n_pred": 21837, + "n_ref": 31181 + }, + "6": { + "Dice": 0.9592447789812254, + "FN": 107113, + "FP": 37210, + "IoU": 0.9216814478645994, + "TN": 175833519, + "TP": 1698446, + "n_pred": 1735656, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.8708226456353922, + "FN": 11377, + "FP": 94481, + "IoU": 0.7712009475477016, + "TN": 177213620, + "TP": 356810, + "n_pred": 451291, + "n_ref": 368187 + }, + "8": { + "Dice": 0.910424825967894, + "FN": 7781, + "FP": 29934, + "IoU": 0.835577799188243, + "TN": 177446909, + "TP": 191664, + "n_pred": 221598, + "n_ref": 199445 + }, + "9": { + "Dice": 0.9372754562000533, + "FN": 6739, + "FP": 10458, + "IoU": 0.8819552175285896, + "TN": 177530606, + "TP": 128485, + "n_pred": 138943, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9561482833327414, + "FN": 12073, + "FP": 3978, + "IoU": 0.91598094639866, + "TN": 193814495, + "TP": 174989, + "n_pred": 178967, + "n_ref": 187062 + }, + "10": { + "Dice": 0.9064746523627671, + "FN": 9309, + "FP": 6732, + "IoU": 0.8289470878031094, + "TN": 193911757, + "TP": 77737, + "n_pred": 84469, + "n_ref": 87046 + }, + "11": { + "Dice": 0.7801747192012837, + "FN": 924, + "FP": 309, + "IoU": 0.6395790704472376, + "TN": 194002114, + "TP": 2188, + "n_pred": 2497, + "n_ref": 3112 + }, + "12": { + "Dice": 0.7978189123260152, + "FN": 1170, + "FP": 239, + "IoU": 0.6636428741943184, + "TN": 194001346, + "TP": 2780, + "n_pred": 3019, + "n_ref": 3950 + }, + "13": { + "Dice": 0.7746955093669419, + "FN": 14752, + "FP": 15567, + "IoU": 0.6322473436514483, + "TN": 193923091, + "TP": 52125, + "n_pred": 67692, + "n_ref": 66877 + }, + "14": { + "Dice": 0.8905865426916995, + "FN": 1001, + "FP": 17403, + "IoU": 0.8027544075880177, + "TN": 193912230, + "TP": 74901, + "n_pred": 92304, + "n_ref": 75902 + }, + "15": { + "Dice": 0.814370676052919, + "FN": 4192, + "FP": 3455, + "IoU": 0.6868678596290079, + "TN": 193981114, + "TP": 16774, + "n_pred": 20229, + "n_ref": 20966 + }, + "2": { + "Dice": 0.9419753645030263, + "FN": 3580, + "FP": 13091, + "IoU": 0.8903151523126521, + "TN": 193853545, + "TP": 135319, + "n_pred": 148410, + "n_ref": 138899 + }, + "3": { + "Dice": 0.9296744330779104, + "FN": 15050, + "FP": 3030, + "IoU": 0.8685903259803031, + "TN": 193867950, + "TP": 119505, + "n_pred": 122535, + "n_ref": 134555 + }, + "4": { + "Dice": 0.9226821527449524, + "FN": 533, + "FP": 2902, + "IoU": 0.8564623291964397, + "TN": 193981604, + "TP": 20496, + "n_pred": 23398, + "n_ref": 21029 + }, + "5": { + "Dice": 0.5804027837654739, + "FN": 13134, + "FP": 7305, + "IoU": 0.4088503253796095, + "TN": 193970960, + "TP": 14136, + "n_pred": 21441, + "n_ref": 27270 + }, + "6": { + "Dice": 0.9677199503236249, + "FN": 23508, + "FP": 67335, + "IoU": 0.9374587357636233, + "TN": 192553006, + "TP": 1361686, + "n_pred": 1429021, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.9153154550183016, + "FN": 38648, + "FP": 13778, + "IoU": 0.8438540580789278, + "TN": 193669785, + "TP": 283324, + "n_pred": 297102, + "n_ref": 321972 + }, + "8": { + "Dice": 0.9495679315626716, + "FN": 11410, + "FP": 13020, + "IoU": 0.9039784295383261, + "TN": 193751113, + "TP": 229992, + "n_pred": 243012, + "n_ref": 241402 + }, + "9": { + "Dice": 0.9140918415654095, + "FN": 11528, + "FP": 4804, + "IoU": 0.8417763827128201, + "TN": 193902314, + "TP": 86889, + "n_pred": 91693, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9706168718269699, + "FN": 2801, + "FP": 3959, + "IoU": 0.9429111914333007, + "TN": 99537388, + "TP": 111652, + "n_pred": 115611, + "n_ref": 114453 + }, + "10": { + "Dice": 0.8728389791749246, + "FN": 14432, + "FP": 2250, + "IoU": 0.774369378508149, + "TN": 99581865, + "TP": 57253, + "n_pred": 59503, + "n_ref": 71685 + }, + "11": { + "Dice": 0.7995026422132422, + "FN": 1070, + "FP": 220, + "IoU": 0.6659761781460383, + "TN": 99651938, + "TP": 2572, + "n_pred": 2792, + "n_ref": 3642 + }, + "12": { + "Dice": 0.7392648574373067, + "FN": 1416, + "FP": 102, + "IoU": 0.5863760217983651, + "TN": 99652130, + "TP": 2152, + "n_pred": 2254, + "n_ref": 3568 + }, + "13": { + "Dice": 0.6543848226026785, + "FN": 19803, + "FP": 7268, + "IoU": 0.4863090381221655, + "TN": 99603101, + "TP": 25628, + "n_pred": 32896, + "n_ref": 45431 + }, + "14": { + "Dice": 0.5962308568211768, + "FN": 30839, + "FP": 720, + "IoU": 0.4247356908494349, + "TN": 99600940, + "TP": 23301, + "n_pred": 24021, + "n_ref": 54140 + }, + "15": { + "Dice": 0.3084395871281117, + "FN": 30835, + "FP": 1057, + "IoU": 0.1823402727925341, + "TN": 99616796, + "TP": 7112, + "n_pred": 8169, + "n_ref": 37947 + }, + "2": { + "Dice": 0.9654340377553841, + "FN": 4721, + "FP": 3158, + "IoU": 0.9331778475108133, + "TN": 99537890, + "TP": 110031, + "n_pred": 113189, + "n_ref": 114752 + }, + "3": { + "Dice": 0.9659915965033726, + "FN": 3800, + "FP": 4650, + "IoU": 0.9342202570469955, + "TN": 99527341, + "TP": 120009, + "n_pred": 124659, + "n_ref": 123809 + }, + "4": { + "Dice": 0.8890372903087936, + "FN": 2265, + "FP": 1889, + "IoU": 0.8002404424140418, + "TN": 99635005, + "TP": 16641, + "n_pred": 18530, + "n_ref": 18906 + }, + "5": { + "Dice": 0.8607993947799774, + "FN": 139, + "FP": 2069, + "IoU": 0.7556170448256779, + "TN": 99646765, + "TP": 6827, + "n_pred": 8896, + "n_ref": 6966 + }, + "6": { + "Dice": 0.9681177919058092, + "FN": 48029, + "FP": 37995, + "IoU": 0.9382057218467311, + "TN": 98263697, + "TP": 1306079, + "n_pred": 1344074, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.8922866808023482, + "FN": 11480, + "FP": 26061, + "IoU": 0.8055213071272418, + "TN": 99462766, + "TP": 155493, + "n_pred": 181554, + "n_ref": 166973 + }, + "8": { + "Dice": 0.969465422775063, + "FN": 2720, + "FP": 3466, + "IoU": 0.9407403149787332, + "TN": 99551412, + "TP": 98202, + "n_pred": 101668, + "n_ref": 100922 + }, + "9": { + "Dice": 0.9336886338013733, + "FN": 8989, + "FP": 3304, + "IoU": 0.8756247597078047, + "TN": 99556962, + "TP": 86545, + "n_pred": 89849, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9578533720792259, + "FN": 35224, + "FP": 1006, + "IoU": 0.9191157428492334, + "TN": 62635596, + "TP": 411694, + "n_pred": 412700, + "n_ref": 446918 + }, + "10": { + "Dice": 0.9040291699515711, + "FN": 6630, + "FP": 7004, + "IoU": 0.8248660869118422, + "TN": 63005671, + "TP": 64215, + "n_pred": 71219, + "n_ref": 70845 + }, + "11": { + "Dice": 0.7717778121615348, + "FN": 1051, + "FP": 424, + "IoU": 0.6283698664651045, + "TN": 63079551, + "TP": 2494, + "n_pred": 2918, + "n_ref": 3545 + }, + "12": { + "Dice": 0.8325952170062002, + "FN": 682, + "FP": 452, + "IoU": 0.7132018209408194, + "TN": 63079566, + "TP": 2820, + "n_pred": 3272, + "n_ref": 3502 + }, + "13": { + "Dice": 0.7827456198713684, + "FN": 10361, + "FP": 9231, + "IoU": 0.6430419414787013, + "TN": 63028634, + "TP": 35294, + "n_pred": 44525, + "n_ref": 45655 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 63083520, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 63083520, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9815590408128814, + "FN": 1869, + "FP": 2719, + "IoU": 0.9637859042868081, + "TN": 62956829, + "TP": 122103, + "n_pred": 124822, + "n_ref": 123972 + }, + "3": { + "Dice": 0.9845024852292976, + "FN": 1616, + "FP": 2350, + "IoU": 0.9694779858241175, + "TN": 62953581, + "TP": 125973, + "n_pred": 128323, + "n_ref": 127589 + }, + "4": { + "Dice": 0.6971694689730252, + "FN": 6502, + "FP": 3512, + "IoU": 0.5351190752518453, + "TN": 63061979, + "TP": 11527, + "n_pred": 15039, + "n_ref": 18029 + }, + "5": { + "Dice": 0.5004221546774739, + "FN": 11027, + "FP": 807, + "IoU": 0.3337086875738979, + "TN": 63065759, + "TP": 5927, + "n_pred": 6734, + "n_ref": 16954 + }, + "6": { + "Dice": 0.9338947898266693, + "FN": 127782, + "FP": 14054, + "IoU": 0.8759874550044023, + "TN": 61939797, + "TP": 1001887, + "n_pred": 1015941, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.8917766377035082, + "FN": 6299, + "FP": 30195, + "IoU": 0.8046903431592919, + "TN": 62896668, + "TP": 150358, + "n_pred": 180553, + "n_ref": 156657 + }, + "8": { + "Dice": 0.939052865591924, + "FN": 11215, + "FP": 1862, + "IoU": 0.885108065366368, + "TN": 62969700, + "TP": 100743, + "n_pred": 102605, + "n_ref": 111958 + }, + "9": { + "Dice": 0.914494087175817, + "FN": 2638, + "FP": 4889, + "IoU": 0.8424588722843149, + "TN": 63035742, + "TP": 40251, + "n_pred": 45140, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9778025908035375, + "FN": 10371, + "FP": 3346, + "IoU": 0.9565692321331324, + "TN": 109292982, + "TP": 302119, + "n_pred": 305465, + "n_ref": 312490 + }, + "10": { + "Dice": 0.6537099340653187, + "FN": 17882, + "FP": 56329, + "IoU": 0.48556395876803204, + "TN": 109464561, + "TP": 70046, + "n_pred": 126375, + "n_ref": 87928 + }, + "11": { + "Dice": 0.7689980216455254, + "FN": 1162, + "FP": 823, + "IoU": 0.6246927585554926, + "TN": 109603529, + "TP": 3304, + "n_pred": 4127, + "n_ref": 4466 + }, + "12": { + "Dice": 0.8645969214714323, + "FN": 767, + "FP": 271, + "IoU": 0.7614889705882353, + "TN": 109604466, + "TP": 3314, + "n_pred": 3585, + "n_ref": 4081 + }, + "13": { + "Dice": 0.7190617050610707, + "FN": 25234, + "FP": 18169, + "IoU": 0.5613554594332376, + "TN": 109509870, + "TP": 55545, + "n_pred": 73714, + "n_ref": 80779 + }, + "14": { + "Dice": 0.6586546077003653, + "FN": 32465, + "FP": 34338, + "IoU": 0.4910402730583449, + "TN": 109477564, + "TP": 64451, + "n_pred": 98789, + "n_ref": 96916 + }, + "15": { + "Dice": 0.9385479116766111, + "FN": 4993, + "FP": 7912, + "IoU": 0.8842112818856379, + "TN": 109497365, + "TP": 98548, + "n_pred": 106460, + "n_ref": 103541 + }, + "2": { + "Dice": 0.8305499168344804, + "FN": 60016, + "FP": 2841, + "IoU": 0.7102055306082932, + "TN": 109391916, + "TP": 154045, + "n_pred": 156886, + "n_ref": 214061 + }, + "3": { + "Dice": 0.8837683901968424, + "FN": 7507, + "FP": 55143, + "IoU": 0.7917428447960643, + "TN": 109307988, + "TP": 238180, + "n_pred": 293323, + "n_ref": 245687 + }, + "4": { + "Dice": 0.762267527908124, + "FN": 17070, + "FP": 3651, + "IoU": 0.6158580671474388, + "TN": 109554877, + "TP": 33220, + "n_pred": 36871, + "n_ref": 50290 + }, + "5": { + "Dice": 0.7778010471204189, + "FN": 3124, + "FP": 1120, + "IoU": 0.6363947909527073, + "TN": 109597146, + "TP": 7428, + "n_pred": 8548, + "n_ref": 10552 + }, + "6": { + "Dice": 0.9683090242620765, + "FN": 41661, + "FP": 37463, + "IoU": 0.9385649841218079, + "TN": 108320888, + "TP": 1208806, + "n_pred": 1246269, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.8382666449175403, + "FN": 308920, + "FP": 34142, + "IoU": 0.7215654446437412, + "TN": 108376708, + "TP": 889048, + "n_pred": 923190, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.9535976391100066, + "FN": 3465, + "FP": 4900, + "IoU": 0.9113106724061155, + "TN": 109514500, + "TP": 85953, + "n_pred": 90853, + "n_ref": 89418 + }, + "9": { + "Dice": 0.7499058229471406, + "FN": 8420, + "FP": 22783, + "IoU": 0.5998794624538367, + "TN": 109530834, + "TP": 46781, + "n_pred": 69564, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9309669240520917, + "FN": 2230, + "FP": 6156, + "IoU": 0.8708495040965933, + "TN": 67002420, + "TP": 56546, + "n_pred": 62702, + "n_ref": 58776 + }, + "10": { + "Dice": 0.6781531651038863, + "FN": 34064, + "FP": 8395, + "IoU": 0.5130346021951807, + "TN": 66980161, + "TP": 44732, + "n_pred": 53127, + "n_ref": 78796 + }, + "11": { + "Dice": 0.6414820196149655, + "FN": 1360, + "FP": 614, + "IoU": 0.47219251336898393, + "TN": 67063612, + "TP": 1766, + "n_pred": 2380, + "n_ref": 3126 + }, + "12": { + "Dice": 0.6946706143597335, + "FN": 1434, + "FP": 216, + "IoU": 0.5321803232208676, + "TN": 67063825, + "TP": 1877, + "n_pred": 2093, + "n_ref": 3311 + }, + "13": { + "Dice": 0.3316360416205446, + "FN": 29972, + "FP": 3237, + "IoU": 0.1987791932059448, + "TN": 67025904, + "TP": 8239, + "n_pred": 11476, + "n_ref": 38211 + }, + "14": { + "Dice": 0.7799396556287385, + "FN": 23906, + "FP": 5195, + "IoU": 0.6392631800771033, + "TN": 66986681, + "TP": 51570, + "n_pred": 56765, + "n_ref": 75476 + }, + "15": { + "Dice": 0.08300401479965362, + "FN": 28726, + "FP": 29517, + "IoU": 0.04329900294025855, + "TN": 67006473, + "TP": 2636, + "n_pred": 32153, + "n_ref": 31362 + }, + "2": { + "Dice": 0.8718401138032194, + "FN": 3238, + "FP": 38745, + "IoU": 0.7727983634858185, + "TN": 66882569, + "TP": 142800, + "n_pred": 181545, + "n_ref": 146038 + }, + "3": { + "Dice": 0.8584200078286641, + "FN": 37561, + "FP": 2949, + "IoU": 0.7519578248703458, + "TN": 66904033, + "TP": 122809, + "n_pred": 125758, + "n_ref": 160370 + }, + "4": { + "Dice": 0.0, + "FN": 13039, + "FP": 1920, + "IoU": 0.0, + "TN": 67052393, + "TP": 0, + "n_pred": 1920, + "n_ref": 13039 + }, + "5": { + "Dice": 0.7835347348672957, + "FN": 1821, + "FP": 2102, + "IoU": 0.6441077746529983, + "TN": 67056329, + "TP": 7100, + "n_pred": 9202, + "n_ref": 8921 + }, + "6": { + "Dice": 0.9682890838045544, + "FN": 54577, + "FP": 12578, + "IoU": 0.9385275163853393, + "TN": 65974912, + "TP": 1025285, + "n_pred": 1037863, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.8121899684686149, + "FN": 101756, + "FP": 13796, + "IoU": 0.6837709287751159, + "TN": 66701946, + "TP": 249854, + "n_pred": 263650, + "n_ref": 351610 + }, + "8": { + "Dice": 0.9260695033834155, + "FN": 4970, + "FP": 7922, + "IoU": 0.862317911914221, + "TN": 66973716, + "TP": 80744, + "n_pred": 88666, + "n_ref": 85714 + }, + "9": { + "Dice": 0.9018281598353627, + "FN": 11612, + "FP": 2699, + "IoU": 0.8212086003772971, + "TN": 66987309, + "TP": 65732, + "n_pred": 68431, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7951435934220664, + "FN": 60497, + "FP": 1191, + "IoU": 0.6599488445934028, + "TN": 74337872, + "TP": 119720, + "n_pred": 120911, + "n_ref": 180217 + }, + "10": { + "Dice": 0.7720978636884859, + "FN": 16086, + "FP": 7565, + "IoU": 0.6287942995260069, + "TN": 74455566, + "TP": 40063, + "n_pred": 47628, + "n_ref": 56149 + }, + "11": { + "Dice": 0.7674977470711926, + "FN": 832, + "FP": 716, + "IoU": 0.622715086522057, + "TN": 74515177, + "TP": 2555, + "n_pred": 3271, + "n_ref": 3387 + }, + "12": { + "Dice": 0.48680150839904013, + "FN": 1491, + "FP": 6, + "IoU": 0.32170367014046214, + "TN": 74517073, + "TP": 710, + "n_pred": 716, + "n_ref": 2201 + }, + "13": { + "Dice": 0.6048698396003156, + "FN": 14136, + "FP": 23431, + "IoU": 0.43355799822077473, + "TN": 74452959, + "TP": 28754, + "n_pred": 52185, + "n_ref": 42890 + }, + "14": { + "Dice": 0.7168203965311188, + "FN": 8533, + "FP": 9949, + "IoU": 0.5586282657496299, + "TN": 74477406, + "TP": 23392, + "n_pred": 33341, + "n_ref": 31925 + }, + "15": { + "Dice": 0.8344959649842703, + "FN": 5955, + "FP": 3725, + "IoU": 0.7159957751437624, + "TN": 74485196, + "TP": 24404, + "n_pred": 28129, + "n_ref": 30359 + }, + "2": { + "Dice": 0.9692204202697003, + "FN": 1868, + "FP": 6963, + "IoU": 0.9402790269897411, + "TN": 74371409, + "TP": 139040, + "n_pred": 146003, + "n_ref": 140908 + }, + "3": { + "Dice": 0.9716110486026652, + "FN": 6249, + "FP": 2481, + "IoU": 0.9447894663614171, + "TN": 74361158, + "TP": 149392, + "n_pred": 151873, + "n_ref": 155641 + }, + "4": { + "Dice": 0.5149245511620223, + "FN": 8603, + "FP": 205, + "IoU": 0.3467329229399985, + "TN": 74505797, + "TP": 4675, + "n_pred": 4880, + "n_ref": 13278 + }, + "5": { + "Dice": 0.6350445311718202, + "FN": 3808, + "FP": 3486, + "IoU": 0.4652492668621701, + "TN": 74505640, + "TP": 6346, + "n_pred": 9832, + "n_ref": 10154 + }, + "6": { + "Dice": 0.9571127296445265, + "FN": 65155, + "FP": 72927, + "IoU": 0.9177528164844604, + "TN": 72840414, + "TP": 1540784, + "n_pred": 1613711, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.626117463717215, + "FN": 85632, + "FP": 11773, + "IoU": 0.45572852640754563, + "TN": 74340316, + "TP": 81559, + "n_pred": 93332, + "n_ref": 167191 + }, + "8": { + "Dice": 0.9669865044075201, + "FN": 2400, + "FP": 1832, + "IoU": 0.9360831281811179, + "TN": 74453069, + "TP": 61979, + "n_pred": 63811, + "n_ref": 64379 + }, + "9": { + "Dice": 0.9360761871091765, + "FN": 8130, + "FP": 3442, + "IoU": 0.8798338525441329, + "TN": 74422980, + "TP": 84728, + "n_pred": 88170, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.939453187710496, + "FN": 4959, + "FP": 30870, + "IoU": 0.885819632687791, + "TN": 65737387, + "TP": 277964, + "n_pred": 308834, + "n_ref": 282923 + }, + "10": { + "Dice": 0.7390474632643603, + "FN": 29315, + "FP": 8973, + "IoU": 0.586102523079584, + "TN": 65958674, + "TP": 54218, + "n_pred": 63191, + "n_ref": 83533 + }, + "11": { + "Dice": 0.7238156622623267, + "FN": 1391, + "FP": 323, + "IoU": 0.5671717171717172, + "TN": 66047220, + "TP": 2246, + "n_pred": 2569, + "n_ref": 3637 + }, + "12": { + "Dice": 0.7959890610756609, + "FN": 843, + "FP": 276, + "IoU": 0.661114476075106, + "TN": 66047878, + "TP": 2183, + "n_pred": 2459, + "n_ref": 3026 + }, + "13": { + "Dice": 0.7175806164965147, + "FN": 11287, + "FP": 17317, + "IoU": 0.5595522227183838, + "TN": 65986237, + "TP": 36339, + "n_pred": 53656, + "n_ref": 47626 + }, + "14": { + "Dice": 0.9246161316789739, + "FN": 3450, + "FP": 5554, + "IoU": 0.8598010058701712, + "TN": 65986957, + "TP": 55219, + "n_pred": 60773, + "n_ref": 58669 + }, + "15": { + "Dice": 0.804057821816154, + "FN": 5851, + "FP": 3285, + "IoU": 0.672321652738424, + "TN": 66023299, + "TP": 18745, + "n_pred": 22030, + "n_ref": 24596 + }, + "2": { + "Dice": 0.954598124934162, + "FN": 8019, + "FP": 4911, + "IoU": 0.9131398629584845, + "TN": 65902320, + "TP": 135930, + "n_pred": 140841, + "n_ref": 143949 + }, + "3": { + "Dice": 0.9575058535128934, + "FN": 4495, + "FP": 9026, + "IoU": 0.9184759998311758, + "TN": 65885327, + "TP": 152332, + "n_pred": 161358, + "n_ref": 156827 + }, + "4": { + "Dice": 0.907513736021059, + "FN": 3844, + "FP": 1391, + "IoU": 0.8306866328147741, + "TN": 66020261, + "TP": 25684, + "n_pred": 27075, + "n_ref": 29528 + }, + "5": { + "Dice": 0.8978787739955102, + "FN": 180, + "FP": 2049, + "IoU": 0.8146824077153308, + "TN": 66039152, + "TP": 9799, + "n_pred": 11848, + "n_ref": 9979 + }, + "6": { + "Dice": 0.9752863000141383, + "FN": 23236, + "FP": 27456, + "IoU": 0.9517646734181406, + "TN": 65000249, + "TP": 1000239, + "n_pred": 1027695, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.931678964391438, + "FN": 119999, + "FP": 5622, + "IoU": 0.8720964329422881, + "TN": 65069026, + "TP": 856533, + "n_pred": 862155, + "n_ref": 976532 + }, + "8": { + "Dice": 0.968654923695073, + "FN": 1862, + "FP": 3279, + "IoU": 0.9392151530557953, + "TN": 65966603, + "TP": 79436, + "n_pred": 82715, + "n_ref": 81298 + }, + "9": { + "Dice": 0.9335489520366081, + "FN": 3986, + "FP": 5424, + "IoU": 0.8753790938828484, + "TN": 65975671, + "TP": 66099, + "n_pred": 71523, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9840297471106237, + "FN": 2008, + "FP": 2914, + "IoU": 0.9685615738375064, + "TN": 113315980, + "TP": 151638, + "n_pred": 154552, + "n_ref": 153646 + }, + "10": { + "Dice": 0.9031858992418025, + "FN": 6829, + "FP": 8979, + "IoU": 0.8234630632642805, + "TN": 113382995, + "TP": 73737, + "n_pred": 82716, + "n_ref": 80566 + }, + "11": { + "Dice": 0.7131807927811795, + "FN": 1017, + "FP": 763, + "IoU": 0.5542198847983972, + "TN": 113468547, + "TP": 2213, + "n_pred": 2976, + "n_ref": 3230 + }, + "12": { + "Dice": 0.8592498410680229, + "FN": 704, + "FP": 403, + "IoU": 0.7532322781988409, + "TN": 113468054, + "TP": 3379, + "n_pred": 3782, + "n_ref": 4083 + }, + "13": { + "Dice": 0.6305562949161565, + "FN": 31865, + "FP": 20879, + "IoU": 0.46044703595724, + "TN": 113374785, + "TP": 45011, + "n_pred": 65890, + "n_ref": 76876 + }, + "14": { + "Dice": 0.9744293791721034, + "FN": 5951, + "FP": 7571, + "IoU": 0.9501338663401754, + "TN": 113201374, + "TP": 257644, + "n_pred": 265215, + "n_ref": 263595 + }, + "15": { + "Dice": 0.6685151318506283, + "FN": 4885, + "FP": 11972, + "IoU": 0.5020824102791316, + "TN": 113438685, + "TP": 16998, + "n_pred": 28970, + "n_ref": 21883 + }, + "2": { + "Dice": 0.9740946150929086, + "FN": 3791, + "FP": 2767, + "IoU": 0.9494975164606677, + "TN": 113342685, + "TP": 123297, + "n_pred": 126064, + "n_ref": 127088 + }, + "3": { + "Dice": 0.9278789404932404, + "FN": 2387, + "FP": 15943, + "IoU": 0.8654609778117041, + "TN": 113336297, + "TP": 117913, + "n_pred": 133856, + "n_ref": 120300 + }, + "4": { + "Dice": 0.892786826561661, + "FN": 1164, + "FP": 6024, + "IoU": 0.8063368897510508, + "TN": 113435424, + "TP": 29928, + "n_pred": 35952, + "n_ref": 31092 + }, + "5": { + "Dice": 0.742529145655311, + "FN": 9929, + "FP": 5950, + "IoU": 0.5904941200742727, + "TN": 113433764, + "TP": 22897, + "n_pred": 28847, + "n_ref": 32826 + }, + "6": { + "Dice": 0.967439491195024, + "FN": 24997, + "FP": 50301, + "IoU": 0.9369324925225747, + "TN": 112278613, + "TP": 1118629, + "n_pred": 1168930, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.8541257517923957, + "FN": 36884, + "FP": 24989, + "IoU": 0.7453922218152939, + "TN": 113229527, + "TP": 181140, + "n_pred": 206129, + "n_ref": 218024 + }, + "8": { + "Dice": 0.9626646712947335, + "FN": 10659, + "FP": 5158, + "IoU": 0.9280168568984035, + "TN": 113252808, + "TP": 203915, + "n_pred": 209073, + "n_ref": 214574 + }, + "9": { + "Dice": 0.9174299477576497, + "FN": 11585, + "FP": 5453, + "IoU": 0.8474555026322387, + "TN": 113360848, + "TP": 94654, + "n_pred": 100107, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8746293332395307, + "FN": 2866, + "FP": 32775, + "IoU": 0.7771922257021936, + "TN": 75036765, + "TP": 124322, + "n_pred": 157097, + "n_ref": 127188 + }, + "10": { + "Dice": 0.8797969914301996, + "FN": 18233, + "FP": 4125, + "IoU": 0.7853906699942408, + "TN": 75092548, + "TP": 81822, + "n_pred": 85947, + "n_ref": 100055 + }, + "11": { + "Dice": 0.7573910393172814, + "FN": 1059, + "FP": 533, + "IoU": 0.6095168015697817, + "TN": 75192651, + "TP": 2485, + "n_pred": 3018, + "n_ref": 3544 + }, + "12": { + "Dice": 0.6456509048453006, + "FN": 1447, + "FP": 374, + "IoU": 0.47672413793103446, + "TN": 75193248, + "TP": 1659, + "n_pred": 2033, + "n_ref": 3106 + }, + "13": { + "Dice": 0.7599127836550109, + "FN": 12915, + "FP": 13842, + "IoU": 0.6127897890075541, + "TN": 75127626, + "TP": 42345, + "n_pred": 56187, + "n_ref": 55260 + }, + "14": { + "Dice": 0.9409571660022209, + "FN": 3832, + "FP": 12385, + "IoU": 0.8884977413521634, + "TN": 75051287, + "TP": 129224, + "n_pred": 141609, + "n_ref": 133056 + }, + "15": { + "Dice": 0.8666633616385385, + "FN": 12626, + "FP": 6201, + "IoU": 0.7647007361303788, + "TN": 75116715, + "TP": 61186, + "n_pred": 67387, + "n_ref": 73812 + }, + "2": { + "Dice": 0.9502904671694132, + "FN": 3098, + "FP": 11885, + "IoU": 0.905288975138593, + "TN": 75038531, + "TP": 143214, + "n_pred": 155099, + "n_ref": 146312 + }, + "3": { + "Dice": 0.9548962148157183, + "FN": 2673, + "FP": 11010, + "IoU": 0.9136855385585869, + "TN": 75038203, + "TP": 144842, + "n_pred": 155852, + "n_ref": 147515 + }, + "4": { + "Dice": 0.9232229691768216, + "FN": 1136, + "FP": 2827, + "IoU": 0.8573947463116229, + "TN": 75168938, + "TP": 23827, + "n_pred": 26654, + "n_ref": 24963 + }, + "5": { + "Dice": 0.8835777894185437, + "FN": 954, + "FP": 824, + "IoU": 0.7914369501466275, + "TN": 75188203, + "TP": 6747, + "n_pred": 7571, + "n_ref": 7701 + }, + "6": { + "Dice": 0.9761653520510347, + "FN": 27555, + "FP": 32460, + "IoU": 0.9534404349438399, + "TN": 73907734, + "TP": 1228979, + "n_pred": 1261439, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.9460335930552755, + "FN": 8725, + "FP": 7600, + "IoU": 0.8975936868781914, + "TN": 75037314, + "TP": 143089, + "n_pred": 150689, + "n_ref": 151814 + }, + "8": { + "Dice": 0.9522190976892041, + "FN": 6857, + "FP": 959, + "IoU": 0.9087960045742024, + "TN": 75111030, + "TP": 77882, + "n_pred": 78841, + "n_ref": 84739 + }, + "9": { + "Dice": 0.897722263041881, + "FN": 10034, + "FP": 5278, + "IoU": 0.814424743367551, + "TN": 75114217, + "TP": 67199, + "n_pred": 72477, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9797964573657252, + "FN": 4575, + "FP": 4138, + "IoU": 0.9603931141385628, + "TN": 86707885, + "TP": 211274, + "n_pred": 215412, + "n_ref": 215849 + }, + "10": { + "Dice": 0.7189715169480603, + "FN": 13043, + "FP": 30567, + "IoU": 0.5612455354897128, + "TN": 86828477, + "TP": 55785, + "n_pred": 86352, + "n_ref": 68828 + }, + "11": { + "Dice": 0.6260514912057099, + "FN": 1362, + "FP": 105, + "IoU": 0.4556586270871985, + "TN": 86925177, + "TP": 1228, + "n_pred": 1333, + "n_ref": 2590 + }, + "12": { + "Dice": 0.7596652052610602, + "FN": 1103, + "FP": 1309, + "IoU": 0.6124678663239075, + "TN": 86921648, + "TP": 3812, + "n_pred": 5121, + "n_ref": 4915 + }, + "13": { + "Dice": 0.6162458654490932, + "FN": 14466, + "FP": 36467, + "IoU": 0.4453434682231999, + "TN": 86836044, + "TP": 40895, + "n_pred": 77362, + "n_ref": 55361 + }, + "14": { + "Dice": 0.8624857144548991, + "FN": 10451, + "FP": 12772, + "IoU": 0.7582196772514316, + "TN": 86831822, + "TP": 72827, + "n_pred": 85599, + "n_ref": 83278 + }, + "15": { + "Dice": 0.8984978065893441, + "FN": 24606, + "FP": 6584, + "IoU": 0.8157022400538889, + "TN": 86758635, + "TP": 138047, + "n_pred": 144631, + "n_ref": 162653 + }, + "2": { + "Dice": 0.9574327648901316, + "FN": 4549, + "FP": 6092, + "IoU": 0.9183415060892788, + "TN": 86797561, + "TP": 119670, + "n_pred": 125762, + "n_ref": 124219 + }, + "3": { + "Dice": 0.9656197511779657, + "FN": 7941, + "FP": 3624, + "IoU": 0.9335249317430665, + "TN": 86753897, + "TP": 162410, + "n_pred": 166034, + "n_ref": 170351 + }, + "4": { + "Dice": 0.7817288233593525, + "FN": 1650, + "FP": 6655, + "IoU": 0.6416706217370669, + "TN": 86904695, + "TP": 14872, + "n_pred": 21527, + "n_ref": 16522 + }, + "5": { + "Dice": 0.867544792604107, + "FN": 171, + "FP": 1448, + "IoU": 0.7660742667244618, + "TN": 86920951, + "TP": 5302, + "n_pred": 6750, + "n_ref": 5473 + }, + "6": { + "Dice": 0.9571580877861993, + "FN": 22474, + "FP": 80638, + "IoU": 0.917836228651659, + "TN": 85672915, + "TP": 1151845, + "n_pred": 1232483, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.9386806741974144, + "FN": 102901, + "FP": 17337, + "IoU": 0.8844469815788665, + "TN": 85887328, + "TP": 920306, + "n_pred": 937643, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.946183640920483, + "FN": 2478, + "FP": 3427, + "IoU": 0.8978638761567067, + "TN": 86870057, + "TP": 51910, + "n_pred": 55337, + "n_ref": 54388 + }, + "9": { + "Dice": 0.8612388268555273, + "FN": 5523, + "FP": 9054, + "IoU": 0.7562945129902698, + "TN": 86868058, + "TP": 45237, + "n_pred": 54291, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9620332310542465, + "FN": 5377, + "FP": 1181, + "IoU": 0.9268439605550846, + "TN": 37659956, + "TP": 83086, + "n_pred": 84267, + "n_ref": 88463 + }, + "10": { + "Dice": 0.8489936298665878, + "FN": 13330, + "FP": 3003, + "IoU": 0.7376098446511479, + "TN": 37687353, + "TP": 45914, + "n_pred": 48917, + "n_ref": 59244 + }, + "11": { + "Dice": 0.8404137421499815, + "FN": 313, + "FP": 551, + "IoU": 0.7247531060847404, + "TN": 37746461, + "TP": 2275, + "n_pred": 2826, + "n_ref": 2588 + }, + "12": { + "Dice": 0.7621809744779582, + "FN": 946, + "FP": 284, + "IoU": 0.6157450796626054, + "TN": 37746399, + "TP": 1971, + "n_pred": 2255, + "n_ref": 2917 + }, + "13": { + "Dice": 0.7877726964399029, + "FN": 8883, + "FP": 10515, + "IoU": 0.64985559566787, + "TN": 37694200, + "TP": 36002, + "n_pred": 46517, + "n_ref": 44885 + }, + "14": { + "Dice": 0.4681725053239269, + "FN": 7500, + "FP": 203276, + "IoU": 0.30563004447372755, + "TN": 37446050, + "TP": 92774, + "n_pred": 296050, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 16711, + "IoU": 0.0, + "TN": 37732889, + "TP": 0, + "n_pred": 16711, + "n_ref": 0 + }, + "2": { + "Dice": 0.9109802166696153, + "FN": 12695, + "FP": 4413, + "IoU": 0.8365139280424292, + "TN": 37644955, + "TP": 87537, + "n_pred": 91950, + "n_ref": 100232 + }, + "3": { + "Dice": 0.9527633306913967, + "FN": 6355, + "FP": 1810, + "IoU": 0.9097879768862766, + "TN": 37659091, + "TP": 82344, + "n_pred": 84154, + "n_ref": 88699 + }, + "4": { + "Dice": 0.3709833126465315, + "FN": 9004, + "FP": 118, + "IoU": 0.22773450728073147, + "TN": 37737788, + "TP": 2690, + "n_pred": 2808, + "n_ref": 11694 + }, + "5": { + "Dice": 0.8261015808947192, + "FN": 1453, + "FP": 2166, + "IoU": 0.7037249283667621, + "TN": 37737385, + "TP": 8596, + "n_pred": 10762, + "n_ref": 10049 + }, + "6": { + "Dice": 0.9685795429551753, + "FN": 37922, + "FP": 7792, + "IoU": 0.9390734266899281, + "TN": 36999287, + "TP": 704599, + "n_pred": 712391, + "n_ref": 742521 + }, + "7": { + "Dice": 0.935234717842955, + "FN": 34886, + "FP": 8105, + "IoU": 0.878348245867219, + "TN": 37396206, + "TP": 310403, + "n_pred": 318508, + "n_ref": 345289 + }, + "8": { + "Dice": 0.9455893633341856, + "FN": 4122, + "FP": 4390, + "IoU": 0.8967942189242931, + "TN": 37667124, + "TP": 73964, + "n_pred": 78354, + "n_ref": 78086 + }, + "9": { + "Dice": 0.8643443356669713, + "FN": 8905, + "FP": 5492, + "IoU": 0.7610971906476611, + "TN": 37689337, + "TP": 45866, + "n_pred": 51358, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9686545381795983, + "FN": 9195, + "FP": 3026, + "IoU": 0.9392144281799145, + "TN": 75705637, + "TP": 188830, + "n_pred": 191856, + "n_ref": 198025 + }, + "10": { + "Dice": 0.9249123550657448, + "FN": 9373, + "FP": 7633, + "IoU": 0.860313444605073, + "TN": 75784944, + "TP": 104738, + "n_pred": 112371, + "n_ref": 114111 + }, + "11": { + "Dice": 0.741635046567782, + "FN": 1117, + "FP": 1130, + "IoU": 0.5893640350877193, + "TN": 75901216, + "TP": 3225, + "n_pred": 4355, + "n_ref": 4342 + }, + "12": { + "Dice": 0.9017490822716476, + "FN": 408, + "FP": 502, + "IoU": 0.8210774675580024, + "TN": 75901602, + "TP": 4176, + "n_pred": 4678, + "n_ref": 4584 + }, + "13": { + "Dice": 0.8009306938246176, + "FN": 10004, + "FP": 5653, + "IoU": 0.6679603002926581, + "TN": 75859534, + "TP": 31497, + "n_pred": 37150, + "n_ref": 41501 + }, + "14": { + "Dice": 0.9282275161475718, + "FN": 1742, + "FP": 17115, + "IoU": 0.8660676870627508, + "TN": 75765893, + "TP": 121938, + "n_pred": 139053, + "n_ref": 123680 + }, + "15": { + "Dice": 0.7798024960392753, + "FN": 62740, + "FP": 7588, + "IoU": 0.6390789142807289, + "TN": 75711831, + "TP": 124529, + "n_pred": 132117, + "n_ref": 187269 + }, + "2": { + "Dice": 0.960724700947205, + "FN": 6746, + "FP": 8459, + "IoU": 0.924417911041298, + "TN": 75705516, + "TP": 185967, + "n_pred": 194426, + "n_ref": 192713 + }, + "3": { + "Dice": 0.9694013970303217, + "FN": 6150, + "FP": 9322, + "IoU": 0.940619746850989, + "TN": 75646130, + "TP": 245086, + "n_pred": 254408, + "n_ref": 251236 + }, + "4": { + "Dice": 0.9293574016821249, + "FN": 2221, + "FP": 2029, + "IoU": 0.8680370117369435, + "TN": 75874482, + "TP": 27956, + "n_pred": 29985, + "n_ref": 30177 + }, + "5": { + "Dice": 0.9082628497072218, + "FN": 555, + "FP": 1278, + "IoU": 0.831942789034565, + "TN": 75895781, + "TP": 9074, + "n_pred": 10352, + "n_ref": 9629 + }, + "6": { + "Dice": 0.9784872178275842, + "FN": 49716, + "FP": 23155, + "IoU": 0.9578805423723328, + "TN": 74176585, + "TP": 1657232, + "n_pred": 1680387, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.8952994483551429, + "FN": 33860, + "FP": 22244, + "IoU": 0.810445370939732, + "TN": 75610710, + "TP": 239874, + "n_pred": 262118, + "n_ref": 273734 + }, + "8": { + "Dice": 0.9617836128393127, + "FN": 3399, + "FP": 3622, + "IoU": 0.9263806897419496, + "TN": 75811319, + "TP": 88348, + "n_pred": 91970, + "n_ref": 91747 + }, + "9": { + "Dice": 0.8844313110439482, + "FN": 12050, + "FP": 5119, + "IoU": 0.7928075785916853, + "TN": 75823823, + "TP": 65696, + "n_pred": 70815, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9767314564813498, + "FN": 2259, + "FP": 2162, + "IoU": 0.9545211398004321, + "TN": 61290540, + "TP": 92789, + "n_pred": 94951, + "n_ref": 95048 + }, + "10": { + "Dice": 0.9097592775145483, + "FN": 6530, + "FP": 7659, + "IoU": 0.8344572521933918, + "TN": 61302038, + "TP": 71523, + "n_pred": 79182, + "n_ref": 78053 + }, + "11": { + "Dice": 0.8688879273041973, + "FN": 330, + "FP": 579, + "IoU": 0.7681713848508034, + "TN": 61383829, + "TP": 3012, + "n_pred": 3591, + "n_ref": 3342 + }, + "12": { + "Dice": 0.8449525036226051, + "FN": 745, + "FP": 218, + "IoU": 0.7315305269027043, + "TN": 61384163, + "TP": 2624, + "n_pred": 2842, + "n_ref": 3369 + }, + "13": { + "Dice": 0.5690234955017905, + "FN": 13396, + "FP": 26078, + "IoU": 0.39764698701417606, + "TN": 61322217, + "TP": 26059, + "n_pred": 52137, + "n_ref": 39455 + }, + "14": { + "Dice": 0.9101157317599865, + "FN": 4295, + "FP": 7984, + "IoU": 0.8350572242222342, + "TN": 61313306, + "TP": 62165, + "n_pred": 70149, + "n_ref": 66460 + }, + "15": { + "Dice": 0.8592563514358968, + "FN": 7709, + "FP": 3764, + "IoU": 0.7532422841165717, + "TN": 61341255, + "TP": 35022, + "n_pred": 38786, + "n_ref": 42731 + }, + "2": { + "Dice": 0.9655324690877518, + "FN": 4165, + "FP": 5045, + "IoU": 0.9333617926473674, + "TN": 61249541, + "TP": 128999, + "n_pred": 134044, + "n_ref": 133164 + }, + "3": { + "Dice": 0.9656884738519099, + "FN": 6631, + "FP": 2393, + "IoU": 0.9336534007778668, + "TN": 61251737, + "TP": 126989, + "n_pred": 129382, + "n_ref": 133620 + }, + "4": { + "Dice": 0.8059377459361177, + "FN": 4127, + "FP": 3024, + "IoU": 0.6749545454545455, + "TN": 61365750, + "TP": 14849, + "n_pred": 17873, + "n_ref": 18976 + }, + "5": { + "Dice": 0.656515078766262, + "FN": 13338, + "FP": 1685, + "IoU": 0.4886657590197413, + "TN": 61358370, + "TP": 14357, + "n_pred": 16042, + "n_ref": 27695 + }, + "6": { + "Dice": 0.9732053923920977, + "FN": 29350, + "FP": 23806, + "IoU": 0.9478092163527718, + "TN": 60369256, + "TP": 965338, + "n_pred": 989144, + "n_ref": 994688 + }, + "7": { + "Dice": 0.9115961343377311, + "FN": 19731, + "FP": 11380, + "IoU": 0.8375531942667677, + "TN": 61196235, + "TP": 160404, + "n_pred": 171784, + "n_ref": 180135 + }, + "8": { + "Dice": 0.9587326358586844, + "FN": 12864, + "FP": 7233, + "IoU": 0.9207362766519684, + "TN": 61134204, + "TP": 233449, + "n_pred": 240682, + "n_ref": 246313 + }, + "9": { + "Dice": 0.9284771707574558, + "FN": 7598, + "FP": 3513, + "IoU": 0.8665024630541872, + "TN": 61304520, + "TP": 72119, + "n_pred": 75632, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9794096742614223, + "FN": 2930, + "FP": 4747, + "IoU": 0.9596501647736531, + "TN": 39558539, + "TP": 182584, + "n_pred": 187331, + "n_ref": 185514 + }, + "10": { + "Dice": 0.872031066558295, + "FN": 8380, + "FP": 4373, + "IoU": 0.7730984787830264, + "TN": 39692595, + "TP": 43452, + "n_pred": 47825, + "n_ref": 51832 + }, + "11": { + "Dice": 0.7833167165171153, + "FN": 674, + "FP": 630, + "IoU": 0.6438131658016936, + "TN": 39745139, + "TP": 2357, + "n_pred": 2987, + "n_ref": 3031 + }, + "12": { + "Dice": 0.8805905340859748, + "FN": 418, + "FP": 407, + "IoU": 0.7866563227307991, + "TN": 39744933, + "TP": 3042, + "n_pred": 3449, + "n_ref": 3460 + }, + "13": { + "Dice": 0.8693907820991331, + "FN": 8056, + "FP": 2687, + "IoU": 0.7689578046367586, + "TN": 39702302, + "TP": 35755, + "n_pred": 38442, + "n_ref": 43811 + }, + "14": { + "Dice": 0.3429906542056075, + "FN": 17552, + "FP": 42906, + "IoU": 0.20699379582628313, + "TN": 39672561, + "TP": 15781, + "n_pred": 58687, + "n_ref": 33333 + }, + "15": { + "Dice": 0.9008706559433336, + "FN": 2878, + "FP": 7870, + "IoU": 0.8196220588728896, + "TN": 39689214, + "TP": 48838, + "n_pred": 56708, + "n_ref": 51716 + }, + "2": { + "Dice": 0.9655036912555285, + "FN": 2366, + "FP": 5886, + "IoU": 0.933308009989251, + "TN": 39625067, + "TP": 115481, + "n_pred": 121367, + "n_ref": 117847 + }, + "3": { + "Dice": 0.969643346339802, + "FN": 3314, + "FP": 4886, + "IoU": 0.9410754449881792, + "TN": 39609639, + "TP": 130961, + "n_pred": 135847, + "n_ref": 134275 + }, + "4": { + "Dice": 0.9289804325437693, + "FN": 1222, + "FP": 2226, + "IoU": 0.8673795145967153, + "TN": 39722801, + "TP": 22551, + "n_pred": 24777, + "n_ref": 23773 + }, + "5": { + "Dice": 0.8736119228521333, + "FN": 545, + "FP": 1185, + "IoU": 0.7755869762615125, + "TN": 39741091, + "TP": 5979, + "n_pred": 7164, + "n_ref": 6524 + }, + "6": { + "Dice": 0.9791306807709947, + "FN": 14209, + "FP": 24743, + "IoU": 0.9591146117609519, + "TN": 38796088, + "TP": 913760, + "n_pred": 938503, + "n_ref": 927969 + }, + "7": { + "Dice": 0.9703979315821516, + "FN": 25165, + "FP": 17964, + "IoU": 0.94249804011498, + "TN": 38998756, + "TP": 706915, + "n_pred": 724879, + "n_ref": 732080 + }, + "8": { + "Dice": 0.9674140204930506, + "FN": 1855, + "FP": 1357, + "IoU": 0.9368847143895778, + "TN": 39697909, + "TP": 47679, + "n_pred": 49036, + "n_ref": 49534 + }, + "9": { + "Dice": 0.9219696446256247, + "FN": 1598, + "FP": 5178, + "IoU": 0.8552353280492234, + "TN": 39701993, + "TP": 40031, + "n_pred": 45209, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9423733930413344, + "FN": 3310, + "FP": 8143, + "IoU": 0.8910265559139477, + "TN": 101291509, + "TP": 93646, + "n_pred": 101789, + "n_ref": 96956 + }, + "10": { + "Dice": 0.8917582031823433, + "FN": 12532, + "FP": 4427, + "IoU": 0.8046603238959663, + "TN": 101309790, + "TP": 69859, + "n_pred": 74286, + "n_ref": 82391 + }, + "11": { + "Dice": 0.7714606512197612, + "FN": 1750, + "FP": 489, + "IoU": 0.6279494848786973, + "TN": 101390590, + "TP": 3779, + "n_pred": 4268, + "n_ref": 5529 + }, + "12": { + "Dice": 0.8456862745098039, + "FN": 912, + "FP": 662, + "IoU": 0.7326312213351452, + "TN": 101390721, + "TP": 4313, + "n_pred": 4975, + "n_ref": 5225 + }, + "13": { + "Dice": 0.8856627330609536, + "FN": 7241, + "FP": 3785, + "IoU": 0.7947887586078541, + "TN": 101342878, + "TP": 42704, + "n_pred": 46489, + "n_ref": 49945 + }, + "14": { + "Dice": 0.9800118192948575, + "FN": 2266, + "FP": 4803, + "IoU": 0.9608070346632366, + "TN": 101216244, + "TP": 173295, + "n_pred": 178098, + "n_ref": 175561 + }, + "15": { + "Dice": 0.8584015366627693, + "FN": 6317, + "FP": 465, + "IoU": 0.7519294780350415, + "TN": 101369269, + "TP": 20557, + "n_pred": 21022, + "n_ref": 26874 + }, + "2": { + "Dice": 0.9767468704052327, + "FN": 4037, + "FP": 4424, + "IoU": 0.9545505820168347, + "TN": 101210445, + "TP": 177702, + "n_pred": 182126, + "n_ref": 181739 + }, + "3": { + "Dice": 0.9726785011496157, + "FN": 2823, + "FP": 6410, + "IoU": 0.94681022663118, + "TN": 101223022, + "TP": 164353, + "n_pred": 170763, + "n_ref": 167176 + }, + "4": { + "Dice": 0.9328917050691244, + "FN": 429, + "FP": 969, + "IoU": 0.8742240215924426, + "TN": 101385493, + "TP": 9717, + "n_pred": 10686, + "n_ref": 10146 + }, + "5": { + "Dice": 0.8101363080162772, + "FN": 10047, + "FP": 3297, + "IoU": 0.6808648028125224, + "TN": 101354795, + "TP": 28469, + "n_pred": 31766, + "n_ref": 38516 + }, + "6": { + "Dice": 0.9790250161063204, + "FN": 46484, + "FP": 29960, + "IoU": 0.9589118553841788, + "TN": 99536120, + "TP": 1784044, + "n_pred": 1814004, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.9573357838441631, + "FN": 18783, + "FP": 20634, + "IoU": 0.918163075907344, + "TN": 100914955, + "TP": 442236, + "n_pred": 462870, + "n_ref": 461019 + }, + "8": { + "Dice": 0.9584076478561746, + "FN": 7190, + "FP": 14381, + "IoU": 0.9201369863013699, + "TN": 101126508, + "TP": 248529, + "n_pred": 262910, + "n_ref": 255719 + }, + "9": { + "Dice": 0.9441502658970047, + "FN": 3530, + "FP": 6300, + "IoU": 0.8942089346635241, + "TN": 101303689, + "TP": 83089, + "n_pred": 89389, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9486086590047043, + "FN": 8792, + "FP": 13767, + "IoU": 0.902241270226467, + "TN": 73652742, + "TP": 208203, + "n_pred": 221970, + "n_ref": 216995 + }, + "10": { + "Dice": 0.33663789648077386, + "FN": 56944, + "FP": 17531, + "IoU": 0.20238401233774578, + "TN": 73790132, + "TP": 18897, + "n_pred": 36428, + "n_ref": 75841 + }, + "11": { + "Dice": 0.6443087971274686, + "FN": 1773, + "FP": 3180, + "IoU": 0.47526220997987073, + "TN": 73874065, + "TP": 4486, + "n_pred": 7666, + "n_ref": 6259 + }, + "12": { + "Dice": 0.6770213703458912, + "FN": 2468, + "FP": 464, + "IoU": 0.5117402164862614, + "TN": 73877499, + "TP": 3073, + "n_pred": 3537, + "n_ref": 5541 + }, + "13": { + "Dice": 0.008259074114322973, + "FN": 60783, + "FP": 48729, + "IoU": 0.004146660846791794, + "TN": 73773536, + "TP": 456, + "n_pred": 49185, + "n_ref": 61239 + }, + "14": { + "Dice": 0.8468869211384181, + "FN": 9566, + "FP": 23547, + "IoU": 0.7344352749641108, + "TN": 73758815, + "TP": 91576, + "n_pred": 115123, + "n_ref": 101142 + }, + "15": { + "Dice": 0.8987601270365488, + "FN": 30589, + "FP": 12573, + "IoU": 0.8161347487518531, + "TN": 73648756, + "TP": 191586, + "n_pred": 204159, + "n_ref": 222175 + }, + "2": { + "Dice": 0.6918807942770988, + "FN": 83210, + "FP": 12840, + "IoU": 0.5289126489773898, + "TN": 73679614, + "TP": 107840, + "n_pred": 120680, + "n_ref": 191050 + }, + "3": { + "Dice": 0.756680933389293, + "FN": 18958, + "FP": 89455, + "IoU": 0.6085975464463907, + "TN": 73606518, + "TP": 168573, + "n_pred": 258028, + "n_ref": 187531 + }, + "4": { + "Dice": 0.0, + "FN": 47888, + "FP": 1221, + "IoU": 0.0, + "TN": 73834395, + "TP": 0, + "n_pred": 1221, + "n_ref": 47888 + }, + "5": { + "Dice": 0.6920426065162907, + "FN": 6292, + "FP": 1572, + "IoU": 0.5291017964071856, + "TN": 73866804, + "TP": 8836, + "n_pred": 10408, + "n_ref": 15128 + }, + "6": { + "Dice": 0.8275123581853153, + "FN": 330393, + "FP": 241126, + "IoU": 0.7057749085564402, + "TN": 71941049, + "TP": 1370936, + "n_pred": 1612062, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.7131011928902966, + "FN": 61828, + "FP": 27304, + "IoU": 0.5541237500187591, + "TN": 73683601, + "TP": 110771, + "n_pred": 138075, + "n_ref": 172599 + }, + "8": { + "Dice": 0.9115901280849734, + "FN": 5038, + "FP": 9395, + "IoU": 0.8375430539609644, + "TN": 73794662, + "TP": 74409, + "n_pred": 83804, + "n_ref": 79447 + }, + "9": { + "Dice": 0.7952739212492567, + "FN": 13280, + "FP": 26313, + "IoU": 0.6601284186310025, + "TN": 73767010, + "TP": 76901, + "n_pred": 103214, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9711498147586589, + "FN": 3195, + "FP": 7746, + "IoU": 0.9439176166652997, + "TN": 69300688, + "TP": 184147, + "n_pred": 191893, + "n_ref": 187342 + }, + "10": { + "Dice": 0.7980592270369751, + "FN": 15003, + "FP": 11551, + "IoU": 0.6639755011135857, + "TN": 69416752, + "TP": 52470, + "n_pred": 64021, + "n_ref": 67473 + }, + "11": { + "Dice": 0.7791519434628975, + "FN": 374, + "FP": 1376, + "IoU": 0.638205499276411, + "TN": 69490939, + "TP": 3087, + "n_pred": 4463, + "n_ref": 3461 + }, + "12": { + "Dice": 0.7225723057036678, + "FN": 916, + "FP": 801, + "IoU": 0.5656463445484442, + "TN": 69491823, + "TP": 2236, + "n_pred": 3037, + "n_ref": 3152 + }, + "13": { + "Dice": 0.782980822429159, + "FN": 19087, + "FP": 13470, + "IoU": 0.6433594776969591, + "TN": 69404488, + "TP": 58731, + "n_pred": 72201, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9566492916332532, + "FN": 7882, + "FP": 5092, + "IoU": 0.9169009844549629, + "TN": 69339649, + "TP": 143153, + "n_pred": 148245, + "n_ref": 151035 + }, + "15": { + "Dice": 0.9245279950563479, + "FN": 8718, + "FP": 5205, + "IoU": 0.8596485922520942, + "TN": 69396575, + "TP": 85278, + "n_pred": 90483, + "n_ref": 93996 + }, + "2": { + "Dice": 0.9676722495568477, + "FN": 4121, + "FP": 5636, + "IoU": 0.9373692116107994, + "TN": 69339990, + "TP": 146029, + "n_pred": 151665, + "n_ref": 150150 + }, + "3": { + "Dice": 0.9710143233656111, + "FN": 6410, + "FP": 3510, + "IoU": 0.943661651872171, + "TN": 69319697, + "TP": 166159, + "n_pred": 169669, + "n_ref": 172569 + }, + "4": { + "Dice": 0.8570634964724182, + "FN": 6263, + "FP": 4029, + "IoU": 0.7498784874112958, + "TN": 69454628, + "TP": 30856, + "n_pred": 34885, + "n_ref": 37119 + }, + "5": { + "Dice": 0.8933111340151695, + "FN": 2192, + "FP": 1845, + "IoU": 0.8071926640557837, + "TN": 69474838, + "TP": 16901, + "n_pred": 18746, + "n_ref": 19093 + }, + "6": { + "Dice": 0.9819182455007711, + "FN": 26085, + "FP": 26345, + "IoU": 0.964478777034713, + "TN": 68019757, + "TP": 1423589, + "n_pred": 1449934, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.9649238808926027, + "FN": 10910, + "FP": 11052, + "IoU": 0.932225044207096, + "TN": 69171733, + "TP": 302081, + "n_pred": 313133, + "n_ref": 312991 + }, + "8": { + "Dice": 0.9431218550846321, + "FN": 7809, + "FP": 1946, + "IoU": 0.892365746819521, + "TN": 69405145, + "TP": 80876, + "n_pred": 82822, + "n_ref": 88685 + }, + "9": { + "Dice": 0.9084158873038253, + "FN": 6597, + "FP": 8278, + "IoU": 0.8321996232247002, + "TN": 69407129, + "TP": 73772, + "n_pred": 82050, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9656572491964135, + "FN": 2631, + "FP": 11579, + "IoU": 0.9335950278050377, + "TN": 50619562, + "TP": 199780, + "n_pred": 211359, + "n_ref": 202411 + }, + "10": { + "Dice": 0.8998702193028922, + "FN": 7889, + "FP": 7233, + "IoU": 0.8179673299387286, + "TN": 50750479, + "TP": 67951, + "n_pred": 75184, + "n_ref": 75840 + }, + "11": { + "Dice": 0.8580713422007256, + "FN": 1052, + "FP": 826, + "IoU": 0.7514228987425546, + "TN": 50825997, + "TP": 5677, + "n_pred": 6503, + "n_ref": 6729 + }, + "12": { + "Dice": 0.8769772969428735, + "FN": 949, + "FP": 552, + "IoU": 0.7809078966574223, + "TN": 50826701, + "TP": 5350, + "n_pred": 5902, + "n_ref": 6299 + }, + "13": { + "Dice": 0.7426253546875893, + "FN": 9267, + "FP": 17763, + "IoU": 0.5906158180110865, + "TN": 50767526, + "TP": 38996, + "n_pred": 56759, + "n_ref": 48263 + }, + "14": { + "Dice": 0.5884821478932822, + "FN": 24654, + "FP": 11825, + "IoU": 0.41691442089447267, + "TN": 50770990, + "TP": 26083, + "n_pred": 37908, + "n_ref": 50737 + }, + "15": { + "Dice": 0.6391947503058614, + "FN": 11768, + "FP": 14184, + "IoU": 0.4697180220678382, + "TN": 50784612, + "TP": 22988, + "n_pred": 37172, + "n_ref": 34756 + }, + "2": { + "Dice": 0.9638390493282788, + "FN": 6380, + "FP": 9054, + "IoU": 0.93020205857347, + "TN": 50612428, + "TP": 205690, + "n_pred": 214744, + "n_ref": 212070 + }, + "3": { + "Dice": 0.9714260417025338, + "FN": 5647, + "FP": 5971, + "IoU": 0.9444396621809035, + "TN": 50624446, + "TP": 197488, + "n_pred": 203459, + "n_ref": 203135 + }, + "4": { + "Dice": 0.7826067516208361, + "FN": 462, + "FP": 9262, + "IoU": 0.6428545194108789, + "TN": 50806325, + "TP": 17503, + "n_pred": 26765, + "n_ref": 17965 + }, + "5": { + "Dice": 0.8785199610516066, + "FN": 1566, + "FP": 1553, + "IoU": 0.7833576439536014, + "TN": 50819155, + "TP": 11278, + "n_pred": 12831, + "n_ref": 12844 + }, + "6": { + "Dice": 0.9829236239144518, + "FN": 28125, + "FP": 47213, + "IoU": 0.966420661246168, + "TN": 48589970, + "TP": 2168244, + "n_pred": 2215457, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.9184231858357076, + "FN": 17060, + "FP": 20477, + "IoU": 0.8491520655843112, + "TN": 50584712, + "TP": 211303, + "n_pred": 231780, + "n_ref": 228363 + }, + "8": { + "Dice": 0.9653600461735617, + "FN": 4242, + "FP": 2840, + "IoU": 0.9330395975946447, + "TN": 50727788, + "TP": 98682, + "n_pred": 101522, + "n_ref": 102924 + }, + "9": { + "Dice": 0.935989447284151, + "FN": 7263, + "FP": 7489, + "IoU": 0.8796806055119202, + "TN": 50710945, + "TP": 107855, + "n_pred": 115344, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9779263229607544, + "FN": 5967, + "FP": 3332, + "IoU": 0.9568060942471608, + "TN": 76669575, + "TP": 205986, + "n_pred": 209318, + "n_ref": 211953 + }, + "10": { + "Dice": 0.8158217762902082, + "FN": 11457, + "FP": 12700, + "IoU": 0.688934959244904, + "TN": 76807201, + "TP": 53502, + "n_pred": 66202, + "n_ref": 64959 + }, + "11": { + "Dice": 0.799243021605425, + "FN": 340, + "FP": 933, + "IoU": 0.6656159705805096, + "TN": 76881053, + "TP": 2534, + "n_pred": 3467, + "n_ref": 2874 + }, + "12": { + "Dice": 0.8065693430656934, + "FN": 620, + "FP": 334, + "IoU": 0.6758409785932722, + "TN": 76881917, + "TP": 1989, + "n_pred": 2323, + "n_ref": 2609 + }, + "13": { + "Dice": 0.6677884555459995, + "FN": 15995, + "FP": 10658, + "IoU": 0.5012630751670066, + "TN": 76831419, + "TP": 26788, + "n_pred": 37446, + "n_ref": 42783 + }, + "14": { + "Dice": 0.9254436986395108, + "FN": 7126, + "FP": 4859, + "IoU": 0.8612333271582068, + "TN": 76798492, + "TP": 74383, + "n_pred": 79242, + "n_ref": 81509 + }, + "15": { + "Dice": 0.7310388782664117, + "FN": 15928, + "FP": 1796, + "IoU": 0.5760924158714213, + "TN": 76843049, + "TP": 24087, + "n_pred": 25883, + "n_ref": 40015 + }, + "2": { + "Dice": 0.951771314112406, + "FN": 3162, + "FP": 7047, + "IoU": 0.9079806028266513, + "TN": 76773916, + "TP": 100735, + "n_pred": 107782, + "n_ref": 103897 + }, + "3": { + "Dice": 0.9601251221083699, + "FN": 5021, + "FP": 2653, + "IoU": 0.9233083157610705, + "TN": 76784797, + "TP": 92389, + "n_pred": 95042, + "n_ref": 97410 + }, + "4": { + "Dice": 0.9312242362083588, + "FN": 1275, + "FP": 2212, + "IoU": 0.8712999188012106, + "TN": 76857766, + "TP": 23607, + "n_pred": 25819, + "n_ref": 24882 + }, + "5": { + "Dice": 0.890454339817747, + "FN": 1977, + "FP": 1413, + "IoU": 0.8025396085740913, + "TN": 76867692, + "TP": 13778, + "n_pred": 15191, + "n_ref": 15755 + }, + "6": { + "Dice": 0.9717646603186004, + "FN": 27028, + "FP": 37128, + "IoU": 0.9450800053416791, + "TN": 75716688, + "TP": 1104016, + "n_pred": 1141144, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.8905716572881596, + "FN": 9855, + "FP": 27327, + "IoU": 0.8027302197015116, + "TN": 76696377, + "TP": 151301, + "n_pred": 178628, + "n_ref": 161156 + }, + "8": { + "Dice": 0.9637599679474752, + "FN": 2737, + "FP": 2871, + "IoU": 0.9300547538570911, + "TN": 76804683, + "TP": 74569, + "n_pred": 77440, + "n_ref": 77306 + }, + "9": { + "Dice": 0.9456664578123527, + "FN": 6492, + "FP": 3307, + "IoU": 0.896932915413257, + "TN": 76789786, + "TP": 85275, + "n_pred": 88582, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9358762791361711, + "FN": 13134, + "FP": 2137, + "IoU": 0.8794807039696946, + "TN": 130873222, + "TP": 111439, + "n_pred": 113576, + "n_ref": 124573 + }, + "10": { + "Dice": 0.7350790761892808, + "FN": 10712, + "FP": 23058, + "IoU": 0.5811265055010482, + "TN": 130919311, + "TP": 46851, + "n_pred": 69909, + "n_ref": 57563 + }, + "11": { + "Dice": 0.757250945775536, + "FN": 1965, + "FP": 345, + "IoU": 0.6093353627600203, + "TN": 130994019, + "TP": 3603, + "n_pred": 3948, + "n_ref": 5568 + }, + "12": { + "Dice": 0.871160409556314, + "FN": 1176, + "FP": 636, + "IoU": 0.7717309145880574, + "TN": 130991994, + "TP": 6126, + "n_pred": 6762, + "n_ref": 7302 + }, + "13": { + "Dice": 0.7221453928515419, + "FN": 27765, + "FP": 11213, + "IoU": 0.5651232846145264, + "TN": 130910302, + "TP": 50652, + "n_pred": 61865, + "n_ref": 78417 + }, + "14": { + "Dice": 0.762653484959552, + "FN": 362464, + "FP": 820, + "IoU": 0.616362090723326, + "TN": 130052987, + "TP": 583661, + "n_pred": 584481, + "n_ref": 946125 + }, + "15": { + "Dice": 0.2899647657575362, + "FN": 17533, + "FP": 20554, + "IoU": 0.16956654456654457, + "TN": 130954068, + "TP": 7777, + "n_pred": 28331, + "n_ref": 25310 + }, + "2": { + "Dice": 0.8851980314714414, + "FN": 34848, + "FP": 12880, + "IoU": 0.794040606727512, + "TN": 130768197, + "TP": 184007, + "n_pred": 196887, + "n_ref": 218855 + }, + "3": { + "Dice": 0.9359041025588738, + "FN": 7669, + "FP": 30049, + "IoU": 0.8795298476476413, + "TN": 130686842, + "TP": 275372, + "n_pred": 305421, + "n_ref": 283041 + }, + "4": { + "Dice": 0.01848642403235124, + "FN": 2232, + "FP": 2865, + "IoU": 0.009329446064139942, + "TN": 130994787, + "TP": 48, + "n_pred": 2913, + "n_ref": 2280 + }, + "5": { + "Dice": 0.6842662152153212, + "FN": 10785, + "FP": 1151, + "IoU": 0.520064334539606, + "TN": 130975062, + "TP": 12934, + "n_pred": 14085, + "n_ref": 23719 + }, + "6": { + "Dice": 0.9663024425182398, + "FN": 51021, + "FP": 48156, + "IoU": 0.9348019017015917, + "TN": 129478768, + "TP": 1421987, + "n_pred": 1470143, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.7464916347085845, + "FN": 62359, + "FP": 33889, + "IoU": 0.5955218611844206, + "TN": 130761976, + "TP": 141708, + "n_pred": 175597, + "n_ref": 204067 + }, + "8": { + "Dice": 0.9595057417231885, + "FN": 4575, + "FP": 5676, + "IoU": 0.922163418097328, + "TN": 130868233, + "TP": 121448, + "n_pred": 127124, + "n_ref": 126023 + }, + "9": { + "Dice": 0.7931835665830025, + "FN": 6182, + "FP": 20433, + "IoU": 0.6572528717869469, + "TN": 130922280, + "TP": 51037, + "n_pred": 71470, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9560398320838533, + "FN": 2645, + "FP": 2392, + "IoU": 0.9157819057332508, + "TN": 74366889, + "TP": 54772, + "n_pred": 57164, + "n_ref": 57417 + }, + "10": { + "Dice": 0.7794745772628869, + "FN": 25487, + "FP": 4665, + "IoU": 0.6386385426653883, + "TN": 74343258, + "TP": 53288, + "n_pred": 57953, + "n_ref": 78775 + }, + "11": { + "Dice": 0.7856674677736508, + "FN": 590, + "FP": 391, + "IoU": 0.6469953220582944, + "TN": 74423919, + "TP": 1798, + "n_pred": 2189, + "n_ref": 2388 + }, + "12": { + "Dice": 0.7193778353856124, + "FN": 792, + "FP": 507, + "IoU": 0.5617408906882592, + "TN": 74423734, + "TP": 1665, + "n_pred": 2172, + "n_ref": 2457 + }, + "13": { + "Dice": 0.5341078838174274, + "FN": 63102, + "FP": 7073, + "IoU": 0.364356884057971, + "TN": 74316298, + "TP": 40225, + "n_pred": 47298, + "n_ref": 103327 + }, + "14": { + "Dice": 0.9273331986479193, + "FN": 17126, + "FP": 6973, + "IoU": 0.8645118852182517, + "TN": 74248830, + "TP": 153769, + "n_pred": 160742, + "n_ref": 170895 + }, + "15": { + "Dice": 0.6481341134386274, + "FN": 11528, + "FP": 79, + "IoU": 0.47943669551957663, + "TN": 74404401, + "TP": 10690, + "n_pred": 10769, + "n_ref": 22218 + }, + "2": { + "Dice": 0.9327919535017931, + "FN": 5610, + "FP": 10694, + "IoU": 0.8740488385207845, + "TN": 74297251, + "TP": 113143, + "n_pred": 123837, + "n_ref": 118753 + }, + "3": { + "Dice": 0.9550757410532196, + "FN": 6388, + "FP": 5353, + "IoU": 0.9140143248429101, + "TN": 74290152, + "TP": 124805, + "n_pred": 130158, + "n_ref": 131193 + }, + "4": { + "Dice": 0.7222064259311913, + "FN": 12680, + "FP": 998, + "IoU": 0.5651980418335558, + "TN": 74395240, + "TP": 17780, + "n_pred": 18778, + "n_ref": 30460 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 74426698, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9707057309134117, + "FN": 19982, + "FP": 32383, + "IoU": 0.9430789231682316, + "TN": 73506740, + "TP": 867593, + "n_pred": 899976, + "n_ref": 887575 + }, + "7": { + "Dice": 0.7202136371212615, + "FN": 51130, + "FP": 26086, + "IoU": 0.5627608310352833, + "TN": 74250099, + "TP": 99383, + "n_pred": 125469, + "n_ref": 150513 + }, + "8": { + "Dice": 0.9420870767104353, + "FN": 2336, + "FP": 2692, + "IoU": 0.8905147635223413, + "TN": 74380774, + "TP": 40896, + "n_pred": 43588, + "n_ref": 43232 + }, + "9": { + "Dice": 0.8972424242424243, + "FN": 4163, + "FP": 2619, + "IoU": 0.8136352394822896, + "TN": 74390307, + "TP": 29609, + "n_pred": 32228, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9775764908260973, + "FN": 3444, + "FP": 2839, + "IoU": 0.9561365540351857, + "TN": 106503448, + "TP": 136957, + "n_pred": 139796, + "n_ref": 140401 + }, + "10": { + "Dice": 0.8741333360304641, + "FN": 12917, + "FP": 11972, + "IoU": 0.776409288954768, + "TN": 106535373, + "TP": 86426, + "n_pred": 98398, + "n_ref": 99343 + }, + "11": { + "Dice": 0.6613697403760072, + "FN": 1696, + "FP": 1330, + "IoU": 0.4940645377027253, + "TN": 106640707, + "TP": 2955, + "n_pred": 4285, + "n_ref": 4651 + }, + "12": { + "Dice": 0.8444365698086463, + "FN": 704, + "FP": 1052, + "IoU": 0.7307574363692119, + "TN": 106640166, + "TP": 4766, + "n_pred": 5818, + "n_ref": 5470 + }, + "13": { + "Dice": 0.7065460732515447, + "FN": 17273, + "FP": 2389, + "IoU": 0.5462475768485184, + "TN": 106603356, + "TP": 23670, + "n_pred": 26059, + "n_ref": 40943 + }, + "14": { + "Dice": 0.9560043599908357, + "FN": 1405, + "FP": 4932, + "IoU": 0.9157168127468844, + "TN": 106571501, + "TP": 68850, + "n_pred": 73782, + "n_ref": 70255 + }, + "15": { + "Dice": 0.4849348650266526, + "FN": 18055, + "FP": 14, + "IoU": 0.3200752587017874, + "TN": 106620113, + "TP": 8506, + "n_pred": 8520, + "n_ref": 26561 + }, + "2": { + "Dice": 0.9613095002179858, + "FN": 4762, + "FP": 9881, + "IoU": 0.9255013889312861, + "TN": 106450134, + "TP": 181911, + "n_pred": 191792, + "n_ref": 186673 + }, + "3": { + "Dice": 0.9526559189789696, + "FN": 2998, + "FP": 11662, + "IoU": 0.9095921161365123, + "TN": 106484534, + "TP": 147494, + "n_pred": 159156, + "n_ref": 150492 + }, + "4": { + "Dice": 0.8831467919487818, + "FN": 496, + "FP": 2041, + "IoU": 0.7907456285054437, + "TN": 106634564, + "TP": 9587, + "n_pred": 11628, + "n_ref": 10083 + }, + "5": { + "Dice": 0.7257383966244726, + "FN": 1088, + "FP": 1447, + "IoU": 0.5695364238410596, + "TN": 106640799, + "TP": 3354, + "n_pred": 4801, + "n_ref": 4442 + }, + "6": { + "Dice": 0.9803035962115344, + "FN": 25893, + "FP": 24205, + "IoU": 0.9613681018874094, + "TN": 105349884, + "TP": 1246706, + "n_pred": 1270911, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.9590507593300702, + "FN": 14423, + "FP": 13110, + "IoU": 0.9213232709722218, + "TN": 106296737, + "TP": 322418, + "n_pred": 335528, + "n_ref": 336841 + }, + "8": { + "Dice": 0.9636187480693084, + "FN": 2404, + "FP": 2778, + "IoU": 0.929791759812489, + "TN": 106572879, + "TP": 68627, + "n_pred": 71405, + "n_ref": 71031 + }, + "9": { + "Dice": 0.9174717953058683, + "FN": 9210, + "FP": 4440, + "IoU": 0.847526920155489, + "TN": 106557164, + "TP": 75874, + "n_pred": 80314, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9582013849651131, + "FN": 8900, + "FP": 3824, + "IoU": 0.9197568235709601, + "TN": 107968360, + "TP": 145844, + "n_pred": 149668, + "n_ref": 154744 + }, + "10": { + "Dice": 0.8772537941154381, + "FN": 5216, + "FP": 16031, + "IoU": 0.7813464784094184, + "TN": 108029756, + "TP": 75925, + "n_pred": 91956, + "n_ref": 81141 + }, + "11": { + "Dice": 0.8271348762968874, + "FN": 446, + "FP": 637, + "IoU": 0.7052259118127382, + "TN": 108123254, + "TP": 2591, + "n_pred": 3228, + "n_ref": 3037 + }, + "12": { + "Dice": 0.7933969564095951, + "FN": 898, + "FP": 704, + "IoU": 0.6575459598118855, + "TN": 108122250, + "TP": 3076, + "n_pred": 3780, + "n_ref": 3974 + }, + "13": { + "Dice": 0.8252063545906829, + "FN": 19037, + "FP": 5697, + "IoU": 0.7024266413214788, + "TN": 108043809, + "TP": 58385, + "n_pred": 64082, + "n_ref": 77422 + }, + "14": { + "Dice": 0.8113580020200165, + "FN": 4547, + "FP": 11889, + "IoU": 0.6825924066277858, + "TN": 108075146, + "TP": 35346, + "n_pred": 47235, + "n_ref": 39893 + }, + "15": { + "Dice": 0.6189071566731141, + "FN": 14432, + "FP": 1330, + "IoU": 0.4481285669269283, + "TN": 108098367, + "TP": 12799, + "n_pred": 14129, + "n_ref": 27231 + }, + "2": { + "Dice": 0.9226829078631505, + "FN": 6481, + "FP": 24342, + "IoU": 0.8564636304368073, + "TN": 107912188, + "TP": 183917, + "n_pred": 208259, + "n_ref": 190398 + }, + "3": { + "Dice": 0.971218947357776, + "FN": 8159, + "FP": 3225, + "IoU": 0.944048245118229, + "TN": 107923467, + "TP": 192077, + "n_pred": 195302, + "n_ref": 200236 + }, + "4": { + "Dice": 0.9462751032041017, + "FN": 1103, + "FP": 2554, + "IoU": 0.8980286088726542, + "TN": 108091065, + "TP": 32206, + "n_pred": 34760, + "n_ref": 33309 + }, + "5": { + "Dice": 0.878200155159038, + "FN": 481, + "FP": 461, + "IoU": 0.7828492392807745, + "TN": 108122590, + "TP": 3396, + "n_pred": 3857, + "n_ref": 3877 + }, + "6": { + "Dice": 0.9765078559363843, + "FN": 40406, + "FP": 28830, + "IoU": 0.9540941389733706, + "TN": 106618711, + "TP": 1438981, + "n_pred": 1467811, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.9583078439700284, + "FN": 10441, + "FP": 10959, + "IoU": 0.9199530191551677, + "TN": 107859585, + "TP": 245943, + "n_pred": 256902, + "n_ref": 256384 + }, + "8": { + "Dice": 0.958860428037753, + "FN": 1975, + "FP": 1560, + "IoU": 0.9209720328184033, + "TN": 108082197, + "TP": 41196, + "n_pred": 42756, + "n_ref": 43171 + }, + "9": { + "Dice": 0.9226305452958434, + "FN": 4659, + "FP": 4914, + "IoU": 0.8563734021484727, + "TN": 108060276, + "TP": 57079, + "n_pred": 61993, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9154434378488385, + "FN": 3941, + "FP": 18329, + "IoU": 0.8440716416238395, + "TN": 62427338, + "TP": 120552, + "n_pred": 138881, + "n_ref": 124493 + }, + "10": { + "Dice": 0.8858757062146893, + "FN": 5834, + "FP": 7902, + "IoU": 0.795131845841785, + "TN": 62503112, + "TP": 53312, + "n_pred": 61214, + "n_ref": 59146 + }, + "11": { + "Dice": 0.7335131159597941, + "FN": 556, + "FP": 531, + "IoU": 0.5791715060007743, + "TN": 62567577, + "TP": 1496, + "n_pred": 2027, + "n_ref": 2052 + }, + "12": { + "Dice": 0.782960990855423, + "FN": 885, + "FP": 990, + "IoU": 0.643332699258132, + "TN": 62564903, + "TP": 3382, + "n_pred": 4372, + "n_ref": 4267 + }, + "13": { + "Dice": 0.8547397362994439, + "FN": 7513, + "FP": 4110, + "IoU": 0.7463279425565813, + "TN": 62524341, + "TP": 34196, + "n_pred": 38306, + "n_ref": 41709 + }, + "14": { + "Dice": 0.9500621726460765, + "FN": 28568, + "FP": 5689, + "IoU": 0.9048746962860118, + "TN": 62210035, + "TP": 325868, + "n_pred": 331557, + "n_ref": 354436 + }, + "15": { + "Dice": 0.687918302206191, + "FN": 16769, + "FP": 50890, + "IoU": 0.5242953265508441, + "TN": 62427931, + "TP": 74570, + "n_pred": 125460, + "n_ref": 91339 + }, + "2": { + "Dice": 0.9584156790072776, + "FN": 3582, + "FP": 10600, + "IoU": 0.9201517915456163, + "TN": 62392548, + "TP": 163430, + "n_pred": 174030, + "n_ref": 167012 + }, + "3": { + "Dice": 0.9743652551226999, + "FN": 5255, + "FP": 5001, + "IoU": 0.950011941375159, + "TN": 62364991, + "TP": 194913, + "n_pred": 199914, + "n_ref": 200168 + }, + "4": { + "Dice": 0.9260075433317795, + "FN": 1629, + "FP": 1863, + "IoU": 0.8622104723197728, + "TN": 62544817, + "TP": 21851, + "n_pred": 23714, + "n_ref": 23480 + }, + "5": { + "Dice": 0.6136816471109143, + "FN": 4017, + "FP": 1218, + "IoU": 0.4426700734589588, + "TN": 62560767, + "TP": 4158, + "n_pred": 5376, + "n_ref": 8175 + }, + "6": { + "Dice": 0.9712020334119208, + "FN": 62509, + "FP": 20222, + "IoU": 0.944016284006499, + "TN": 61092391, + "TP": 1395038, + "n_pred": 1415260, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.8599396597002529, + "FN": 11391, + "FP": 45942, + "IoU": 0.7542931100244709, + "TN": 62336821, + "TP": 176006, + "n_pred": 221948, + "n_ref": 187397 + }, + "8": { + "Dice": 0.8870091910187977, + "FN": 2906, + "FP": 14219, + "IoU": 0.7969600322492679, + "TN": 62485817, + "TP": 67218, + "n_pred": 81437, + "n_ref": 70124 + }, + "9": { + "Dice": 0.8440783298858221, + "FN": 3281, + "FP": 13830, + "IoU": 0.7302210449973197, + "TN": 62506734, + "TP": 46315, + "n_pred": 60145, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9036580440089212, + "FN": 23423, + "FP": 31437, + "IoU": 0.8242483461211937, + "TN": 55069103, + "TP": 257285, + "n_pred": 288722, + "n_ref": 280708 + }, + "10": { + "Dice": 0.8776987333614258, + "FN": 5751, + "FP": 13985, + "IoU": 0.7820526978377542, + "TN": 55290694, + "TP": 70818, + "n_pred": 84803, + "n_ref": 76569 + }, + "11": { + "Dice": 0.7661516853932584, + "FN": 1054, + "FP": 944, + "IoU": 0.6209447922595333, + "TN": 55375977, + "TP": 3273, + "n_pred": 4217, + "n_ref": 4327 + }, + "12": { + "Dice": 0.8216950662657312, + "FN": 1039, + "FP": 562, + "IoU": 0.6973534971644613, + "TN": 55375958, + "TP": 3689, + "n_pred": 4251, + "n_ref": 4728 + }, + "13": { + "Dice": 0.7915466733949903, + "FN": 9382, + "FP": 14577, + "IoU": 0.6550080635871444, + "TN": 55311800, + "TP": 45489, + "n_pred": 60066, + "n_ref": 54871 + }, + "14": { + "Dice": 0.9348608768748446, + "FN": 6772, + "FP": 5549, + "IoU": 0.8776889859532436, + "TN": 55280513, + "TP": 88414, + "n_pred": 93963, + "n_ref": 95186 + }, + "15": { + "Dice": 0.8563262072730776, + "FN": 7867, + "FP": 18975, + "IoU": 0.7487503978134302, + "TN": 55274414, + "TP": 79992, + "n_pred": 98967, + "n_ref": 87859 + }, + "2": { + "Dice": 0.9670296192678834, + "FN": 4912, + "FP": 8075, + "IoU": 0.9361639378105907, + "TN": 55177805, + "TP": 190456, + "n_pred": 198531, + "n_ref": 195368 + }, + "3": { + "Dice": 0.970685489523464, + "FN": 7315, + "FP": 3350, + "IoU": 0.9430407126720395, + "TN": 55194009, + "TP": 176574, + "n_pred": 179924, + "n_ref": 183889 + }, + "4": { + "Dice": 0.7991521707352727, + "FN": 1942, + "FP": 806, + "IoU": 0.6654899573950092, + "TN": 55373033, + "TP": 5467, + "n_pred": 6273, + "n_ref": 7409 + }, + "5": { + "Dice": 0.8309661932386477, + "FN": 1486, + "FP": 204, + "IoU": 0.7108145106091718, + "TN": 55375404, + "TP": 4154, + "n_pred": 4358, + "n_ref": 5640 + }, + "6": { + "Dice": 0.9714930952554715, + "FN": 61139, + "FP": 23233, + "IoU": 0.9445664300102888, + "TN": 53859210, + "TP": 1437666, + "n_pred": 1460899, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.9309065982353147, + "FN": 16364, + "FP": 7222, + "IoU": 0.8707439375256885, + "TN": 55198773, + "TP": 158889, + "n_pred": 166111, + "n_ref": 175253 + }, + "8": { + "Dice": 0.9560141360595734, + "FN": 1605, + "FP": 2577, + "IoU": 0.9157347518587923, + "TN": 55331619, + "TP": 45447, + "n_pred": 48024, + "n_ref": 47052 + }, + "9": { + "Dice": 0.9142740310190729, + "FN": 3963, + "FP": 4842, + "IoU": 0.842085440654256, + "TN": 55325490, + "TP": 46953, + "n_pred": 51795, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9704999234837918, + "FN": 12871, + "FP": 3900, + "IoU": 0.9426904821298596, + "TN": 110853976, + "TP": 275868, + "n_pred": 279768, + "n_ref": 288739 + }, + "10": { + "Dice": 0.8804597417347719, + "FN": 10955, + "FP": 8411, + "IoU": 0.7864475933175277, + "TN": 111055930, + "TP": 71319, + "n_pred": 79730, + "n_ref": 82274 + }, + "11": { + "Dice": 0.8243718897924506, + "FN": 238, + "FP": 1209, + "IoU": 0.7012182531488746, + "TN": 111141772, + "TP": 3396, + "n_pred": 4605, + "n_ref": 3634 + }, + "12": { + "Dice": 0.7779568159845311, + "FN": 690, + "FP": 688, + "IoU": 0.6366033755274262, + "TN": 111142823, + "TP": 2414, + "n_pred": 3102, + "n_ref": 3104 + }, + "13": { + "Dice": 0.8627787873781596, + "FN": 10370, + "FP": 6242, + "IoU": 0.7586727874949154, + "TN": 111077779, + "TP": 52224, + "n_pred": 58466, + "n_ref": 62594 + }, + "14": { + "Dice": 0.8643273305084745, + "FN": 8479, + "FP": 1767, + "IoU": 0.7610708206049017, + "TN": 111103732, + "TP": 32637, + "n_pred": 34404, + "n_ref": 41116 + }, + "15": { + "Dice": 0.4581404113276623, + "FN": 8345, + "FP": 31913, + "IoU": 0.2971349756446741, + "TN": 111089338, + "TP": 17019, + "n_pred": 48932, + "n_ref": 25364 + }, + "2": { + "Dice": 0.968088380502943, + "FN": 4902, + "FP": 5052, + "IoU": 0.9381504793741728, + "TN": 110985676, + "TP": 150985, + "n_pred": 156037, + "n_ref": 155887 + }, + "3": { + "Dice": 0.9762947909873184, + "FN": 5792, + "FP": 5803, + "IoU": 0.953687431100318, + "TN": 110896251, + "TP": 238769, + "n_pred": 244572, + "n_ref": 244561 + }, + "4": { + "Dice": 0.9353249393915696, + "FN": 898, + "FP": 1583, + "IoU": 0.8785074188335537, + "TN": 111126194, + "TP": 17940, + "n_pred": 19523, + "n_ref": 18838 + }, + "5": { + "Dice": 0.8137919055063401, + "FN": 82, + "FP": 2062, + "IoU": 0.686044808903207, + "TN": 111139786, + "TP": 4685, + "n_pred": 6747, + "n_ref": 4767 + }, + "6": { + "Dice": 0.981683530283622, + "FN": 18577, + "FP": 40593, + "IoU": 0.9640259776580468, + "TN": 109501817, + "TP": 1585628, + "n_pred": 1626221, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.5431830782778226, + "FN": 228807, + "FP": 23313, + "IoU": 0.37285610166835403, + "TN": 110744602, + "TP": 149893, + "n_pred": 173206, + "n_ref": 378700 + }, + "8": { + "Dice": 0.9453032323890422, + "FN": 3650, + "FP": 5249, + "IoU": 0.8962796335578918, + "TN": 111060817, + "TP": 76899, + "n_pred": 82148, + "n_ref": 80549 + }, + "9": { + "Dice": 0.9205467982088901, + "FN": 5281, + "FP": 3449, + "IoU": 0.8527899094480886, + "TN": 111087312, + "TP": 50573, + "n_pred": 54022, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9759656950917746, + "FN": 5774, + "FP": 3900, + "IoU": 0.9530595707721347, + "TN": 96914934, + "TP": 196417, + "n_pred": 200317, + "n_ref": 202191 + }, + "10": { + "Dice": 0.905751708428246, + "FN": 7600, + "FP": 6302, + "IoU": 0.8277387457715326, + "TN": 97040322, + "TP": 66801, + "n_pred": 73103, + "n_ref": 74401 + }, + "11": { + "Dice": 0.8127169235040955, + "FN": 985, + "FP": 364, + "IoU": 0.6845182413470533, + "TN": 97116749, + "TP": 2927, + "n_pred": 3291, + "n_ref": 3912 + }, + "12": { + "Dice": 0.7859962601288177, + "FN": 1500, + "FP": 560, + "IoU": 0.6474413828512751, + "TN": 97115182, + "TP": 3783, + "n_pred": 4343, + "n_ref": 5283 + }, + "13": { + "Dice": 0.8419075054012587, + "FN": 11039, + "FP": 4108, + "IoU": 0.7269777753744661, + "TN": 97065546, + "TP": 40332, + "n_pred": 44440, + "n_ref": 51371 + }, + "14": { + "Dice": 0.9161218485283145, + "FN": 14830, + "FP": 6865, + "IoU": 0.8452258653654082, + "TN": 96980853, + "TP": 118477, + "n_pred": 125342, + "n_ref": 133307 + }, + "15": { + "Dice": 0.9417539405479742, + "FN": 1731, + "FP": 6528, + "IoU": 0.8899196289335839, + "TN": 97045998, + "TP": 66768, + "n_pred": 73296, + "n_ref": 68499 + }, + "2": { + "Dice": 0.9640850734089829, + "FN": 3165, + "FP": 9071, + "IoU": 0.9306604709149123, + "TN": 96944560, + "TP": 164229, + "n_pred": 173300, + "n_ref": 167394 + }, + "3": { + "Dice": 0.9622231305839918, + "FN": 5631, + "FP": 11189, + "IoU": 0.9271965476793359, + "TN": 96889992, + "TP": 214213, + "n_pred": 225402, + "n_ref": 219844 + }, + "4": { + "Dice": 0.9082836131538782, + "FN": 868, + "FP": 2437, + "IoU": 0.8319776309100152, + "TN": 97101355, + "TP": 16365, + "n_pred": 18802, + "n_ref": 17233 + }, + "5": { + "Dice": 0.841958615037902, + "FN": 2184, + "FP": 1673, + "IoU": 0.7270539947632864, + "TN": 97106894, + "TP": 10274, + "n_pred": 11947, + "n_ref": 12458 + }, + "6": { + "Dice": 0.9831765183602663, + "FN": 30811, + "FP": 22469, + "IoU": 0.9669097302658587, + "TN": 95510884, + "TP": 1556861, + "n_pred": 1579330, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.9271748640115638, + "FN": 34271, + "FP": 11677, + "IoU": 0.8642367082099739, + "TN": 96782583, + "TP": 292494, + "n_pred": 304171, + "n_ref": 326765 + }, + "8": { + "Dice": 0.9634444272360749, + "FN": 3686, + "FP": 3631, + "IoU": 0.9294672206209815, + "TN": 97017286, + "TP": 96422, + "n_pred": 100053, + "n_ref": 100108 + }, + "9": { + "Dice": 0.9530030752494718, + "FN": 4336, + "FP": 4650, + "IoU": 0.9102252859783206, + "TN": 97020930, + "TP": 91109, + "n_pred": 95759, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9764144575121443, + "FN": 5480, + "FP": 3779, + "IoU": 0.9539158350546251, + "TN": 78855490, + "TP": 191656, + "n_pred": 195435, + "n_ref": 197136 + }, + "10": { + "Dice": 0.8647942787769968, + "FN": 8244, + "FP": 18262, + "IoU": 0.7617952082247426, + "TN": 78945131, + "TP": 84768, + "n_pred": 103030, + "n_ref": 93012 + }, + "11": { + "Dice": 0.7337110481586402, + "FN": 678, + "FP": 1014, + "IoU": 0.5794183445190156, + "TN": 79052382, + "TP": 2331, + "n_pred": 3345, + "n_ref": 3009 + }, + "12": { + "Dice": 0.611323155216285, + "FN": 1082, + "FP": 1362, + "IoU": 0.440219880897847, + "TN": 79052039, + "TP": 1922, + "n_pred": 3284, + "n_ref": 3004 + }, + "13": { + "Dice": 0.7810742774944422, + "FN": 17692, + "FP": 9094, + "IoU": 0.6407890678432057, + "TN": 78981836, + "TP": 47783, + "n_pred": 56877, + "n_ref": 65475 + }, + "14": { + "Dice": 0.5336568706749348, + "FN": 23033, + "FP": 2912, + "IoU": 0.3639372395194901, + "TN": 79015615, + "TP": 14845, + "n_pred": 17757, + "n_ref": 37878 + }, + "15": { + "Dice": 0.6014947371166964, + "FN": 15474, + "FP": 15079, + "IoU": 0.4300983007218668, + "TN": 79002794, + "TP": 23058, + "n_pred": 38137, + "n_ref": 38532 + }, + "2": { + "Dice": 0.9477099799585289, + "FN": 3513, + "FP": 8541, + "IoU": 0.9006167139370754, + "TN": 78935117, + "TP": 109234, + "n_pred": 117775, + "n_ref": 112747 + }, + "3": { + "Dice": 0.9561320046071411, + "FN": 6822, + "FP": 3690, + "IoU": 0.9159510674022547, + "TN": 78931335, + "TP": 114558, + "n_pred": 118248, + "n_ref": 121380 + }, + "4": { + "Dice": 0.8603398755385352, + "FN": 1293, + "FP": 1041, + "IoU": 0.7549091672792188, + "TN": 79046882, + "TP": 7189, + "n_pred": 8230, + "n_ref": 8482 + }, + "5": { + "Dice": 0.8409761330115313, + "FN": 254, + "FP": 1525, + "IoU": 0.7255900046274872, + "TN": 79049922, + "TP": 4704, + "n_pred": 6229, + "n_ref": 4958 + }, + "6": { + "Dice": 0.9783317375600785, + "FN": 28638, + "FP": 28505, + "IoU": 0.9575825867622159, + "TN": 77709246, + "TP": 1290016, + "n_pred": 1318521, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.9602196054836908, + "FN": 27099, + "FP": 9927, + "IoU": 0.9234830840702387, + "TN": 78572512, + "TP": 446867, + "n_pred": 456794, + "n_ref": 473966 + }, + "8": { + "Dice": 0.948885246915489, + "FN": 841, + "FP": 2465, + "IoU": 0.9027418216050835, + "TN": 79022413, + "TP": 30686, + "n_pred": 33151, + "n_ref": 31527 + }, + "9": { + "Dice": 0.9333593028624192, + "FN": 6598, + "FP": 2640, + "IoU": 0.8750456506742774, + "TN": 78982474, + "TP": 64693, + "n_pred": 67333, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9743162416107383, + "FN": 6588, + "FP": 5371, + "IoU": 0.9499187577473283, + "TN": 122473148, + "TP": 226833, + "n_pred": 232204, + "n_ref": 233421 + }, + "10": { + "Dice": 0.8824589918917909, + "FN": 15927, + "FP": 9239, + "IoU": 0.7896434989760521, + "TN": 122592305, + "TP": 94469, + "n_pred": 103708, + "n_ref": 110396 + }, + "11": { + "Dice": 0.8440145102781137, + "FN": 692, + "FP": 598, + "IoU": 0.7301255230125523, + "TN": 122707160, + "TP": 3490, + "n_pred": 4088, + "n_ref": 4182 + }, + "12": { + "Dice": 0.5732431878713379, + "FN": 3492, + "FP": 674, + "IoU": 0.40178058587018955, + "TN": 122704976, + "TP": 2798, + "n_pred": 3472, + "n_ref": 6290 + }, + "13": { + "Dice": 0.6143093661305582, + "FN": 27827, + "FP": 4787, + "IoU": 0.44332360421253864, + "TN": 122653353, + "TP": 25973, + "n_pred": 30760, + "n_ref": 53800 + }, + "14": { + "Dice": 0.927691039541905, + "FN": 12596, + "FP": 2229, + "IoU": 0.8651340926458281, + "TN": 122602016, + "TP": 95099, + "n_pred": 97328, + "n_ref": 107695 + }, + "15": { + "Dice": 0.9360823514229841, + "FN": 3939, + "FP": 2500, + "IoU": 0.8798447442572169, + "TN": 122658351, + "TP": 47150, + "n_pred": 49650, + "n_ref": 51089 + }, + "2": { + "Dice": 0.8795809510662204, + "FN": 22252, + "FP": 9151, + "IoU": 0.7850464091120664, + "TN": 122565848, + "TP": 114689, + "n_pred": 123840, + "n_ref": 136941 + }, + "3": { + "Dice": 0.8744483354487483, + "FN": 2923, + "FP": 38128, + "IoU": 0.7769064388504847, + "TN": 122527932, + "TP": 142957, + "n_pred": 181085, + "n_ref": 145880 + }, + "4": { + "Dice": 0.9164108492118781, + "FN": 5621, + "FP": 5298, + "IoU": 0.8457179998021844, + "TN": 122641167, + "TP": 59854, + "n_pred": 65152, + "n_ref": 65475 + }, + "5": { + "Dice": 0.7307719175689836, + "FN": 6748, + "FP": 960, + "IoU": 0.575760911442567, + "TN": 122693771, + "TP": 10461, + "n_pred": 11421, + "n_ref": 17209 + }, + "6": { + "Dice": 0.9825882793123085, + "FN": 40581, + "FP": 18613, + "IoU": 0.9657725179813684, + "TN": 120982511, + "TP": 1670235, + "n_pred": 1688848, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.8102648682600525, + "FN": 81827, + "FP": 145030, + "IoU": 0.6810464334822721, + "TN": 122000686, + "TP": 484397, + "n_pred": 629427, + "n_ref": 566224 + }, + "8": { + "Dice": 0.8760434168066779, + "FN": 5054, + "FP": 32130, + "IoU": 0.7794281646695931, + "TN": 122543360, + "TP": 131396, + "n_pred": 163526, + "n_ref": 136450 + }, + "9": { + "Dice": 0.9120828288050503, + "FN": 7707, + "FP": 5217, + "IoU": 0.8383752485524555, + "TN": 122631977, + "TP": 67039, + "n_pred": 72256, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/loop_002/summary_cross_val.json b/nnActive_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/loop_002/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..bb3f29a0e79862067b7857b7e0c9cafbb73c8069 --- /dev/null +++ b/nnActive_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/loop_002/summary_cross_val.json @@ -0,0 +1,24396 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": 0.6135826841653808, + "FN": 2568.9222222222224, + "FP": 2100.426666666667, + "IoU": 0.5357696503358369, + "TN": 560029.4000000001, + "TP": 13566.851111111111, + "n_pred": 15667.277777777774, + "n_ref": 16135.773333333333 + }, + "mean": { + "1": { + "Dice": 0.7223257326044176, + "FN": 8472.933333333332, + "FP": 347.73333333333335, + "IoU": 0.6456379648053472, + "TN": 544804.5, + "TP": 24640.433333333334, + "n_pred": 24988.166666666668, + "n_ref": 33113.36666666667 + }, + "10": { + "Dice": 0.5589712874371661, + "FN": 2210.866666666667, + "FP": 881.4, + "IoU": 0.44869214303210686, + "TN": 568526.7333333333, + "TP": 6646.6, + "n_pred": 7528.0, + "n_ref": 8857.466666666667 + }, + "11": { + "Dice": 0.507342846754237, + "FN": 471.53333333333336, + "FP": 200.66666666666666, + "IoU": 0.38737861618106206, + "TN": 576807.9333333333, + "TP": 785.4666666666667, + "n_pred": 986.1333333333333, + "n_ref": 1257.0 + }, + "12": { + "Dice": 0.3568650231638943, + "FN": 235.43333333333334, + "FP": 180.93333333333334, + "IoU": 0.2708487015918569, + "TN": 577427.7666666667, + "TP": 421.46666666666664, + "n_pred": 602.4, + "n_ref": 656.9 + }, + "13": { + "Dice": 0.5016847671591581, + "FN": 1156.9, + "FP": 2058.0333333333333, + "IoU": 0.4119813002306946, + "TN": 571396.4, + "TP": 3654.266666666667, + "n_pred": 5712.3, + "n_ref": 4811.166666666667 + }, + "14": { + "Dice": 0.5186810409896803, + "FN": 3022.266666666667, + "FP": 821.5666666666667, + "IoU": 0.45372420519843915, + "TN": 562736.9, + "TP": 11684.866666666667, + "n_pred": 12506.433333333332, + "n_ref": 14707.133333333333 + }, + "15": { + "Dice": 0.46119989967560754, + "FN": 651.1, + "FP": 421.43333333333334, + "IoU": 0.3908388488227052, + "TN": 573736.9333333333, + "TP": 3456.133333333333, + "n_pred": 3877.5666666666666, + "n_ref": 4107.233333333334 + }, + "2": { + "Dice": 0.7588041097849921, + "FN": 505.1, + "FP": 6345.733333333334, + "IoU": 0.7157486640181746, + "TN": 559259.3, + "TP": 12155.466666666667, + "n_pred": 18501.2, + "n_ref": 12660.566666666668 + }, + "3": { + "Dice": 0.5512274794587031, + "FN": 6439.0, + "FP": 634.3666666666667, + "IoU": 0.510509575811182, + "TN": 556563.6666666666, + "TP": 14628.566666666668, + "n_pred": 15262.933333333332, + "n_ref": 21067.566666666666 + }, + "4": { + "Dice": 0.45796467674006813, + "FN": 281.8333333333333, + "FP": 743.9, + "IoU": 0.40398979771726395, + "TN": 574938.0, + "TP": 2301.866666666667, + "n_pred": 3045.766666666667, + "n_ref": 2583.7 + }, + "5": { + "Dice": 0.6067931590999455, + "FN": 194.03333333333333, + "FP": 386.43333333333334, + "IoU": 0.4912980524354889, + "TN": 576745.6333333333, + "TP": 939.5, + "n_pred": 1325.9333333333334, + "n_ref": 1133.5333333333333 + }, + "6": { + "Dice": 0.8332681006156314, + "FN": 7843.266666666666, + "FP": 10275.166666666666, + "IoU": 0.7527474886218876, + "TN": 488169.9666666667, + "TP": 71977.2, + "n_pred": 82252.36666666667, + "n_ref": 79820.46666666666 + }, + "7": { + "Dice": 0.6669608889102281, + "FN": 5498.666666666667, + "FP": 6739.3, + "IoU": 0.5973270129413497, + "TN": 533715.2, + "TP": 32312.433333333334, + "n_pred": 39051.73333333333, + "n_ref": 37811.1 + }, + "8": { + "Dice": 0.9141788727751395, + "FN": 642.2666666666667, + "FP": 434.1, + "IoU": 0.8551546245649647, + "TN": 566460.5333333333, + "TP": 10728.7, + "n_pred": 11162.8, + "n_ref": 11370.966666666667 + }, + "9": { + "Dice": 0.787472377311842, + "FN": 908.6333333333333, + "FP": 1035.6333333333334, + "IoU": 0.7006677590650302, + "TN": 569151.5333333333, + "TP": 7169.8, + "n_pred": 8205.433333333332, + "n_ref": 8078.433333333333 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8559768039827124, + "FN": 17846, + "FP": 8480, + "IoU": 0.7482163010004017, + "TN": 596370, + "TP": 78232, + "n_pred": 86712, + "n_ref": 96078 + }, + "11": { + "Dice": 0.6456114579507896, + "FN": 3745, + "FP": 1080, + "IoU": 0.47668112798264645, + "TN": 691708, + "TP": 4395, + "n_pred": 5475, + "n_ref": 8140 + }, + "12": { + "Dice": 0.2473919523099851, + "FN": 482, + "FP": 23, + "IoU": 0.141156462585034, + "TN": 700340, + "TP": 83, + "n_pred": 106, + "n_ref": 565 + }, + "13": { + "Dice": 0.8249178867672438, + "FN": 3254, + "FP": 3036, + "IoU": 0.7020087170740952, + "TN": 679820, + "TP": 14818, + "n_pred": 17854, + "n_ref": 18072 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9501513309361823, + "FN": 1052, + "FP": 875, + "IoU": 0.9050364675734279, + "TN": 680636, + "TP": 18365, + "n_pred": 19240, + "n_ref": 19417 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 297, + "FP": 0, + "IoU": 0.0, + "TN": 700631, + "TP": 0, + "n_pred": 0, + "n_ref": 297 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9712544271476814, + "FN": 3045, + "FP": 3586, + "IoU": 0.944115292233787, + "TN": 582273, + "TP": 112024, + "n_pred": 115610, + "n_ref": 115069 + }, + "7": { + "Dice": 0.8703076896909496, + "FN": 5015, + "FP": 2610, + "IoU": 0.7703935680086723, + "TN": 667719, + "TP": 25584, + "n_pred": 28194, + "n_ref": 30599 + }, + "8": { + "Dice": 0.9331492348406397, + "FN": 255, + "FP": 326, + "IoU": 0.8746764452113891, + "TN": 696292, + "TP": 4055, + "n_pred": 4381, + "n_ref": 4310 + }, + "9": { + "Dice": 0.8230231307154384, + "FN": 866, + "FP": 2753, + "IoU": 0.6992687385740403, + "TN": 688894, + "TP": 8415, + "n_pred": 11168, + "n_ref": 9281 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0009.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0009.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.2848325303822218, + "FN": 111316, + "FP": 612, + "IoU": 0.16606689167542116, + "TN": 917175, + "TP": 22289, + "n_pred": 22901, + "n_ref": 133605 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.4247787610619469, + "FN": 32, + "FP": 33, + "IoU": 0.2696629213483146, + "TN": 1051303, + "TP": 24, + "n_pred": 57, + "n_ref": 56 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 691, + "FP": 18, + "IoU": 0.0, + "TN": 1050683, + "TP": 0, + "n_pred": 18, + "n_ref": 691 + }, + "14": { + "Dice": 0.919312967754735, + "FN": 18404, + "FP": 711, + "IoU": 0.8506745619448632, + "TN": 923383, + "TP": 108894, + "n_pred": 109605, + "n_ref": 127298 + }, + "15": { + "Dice": 0.7288091523660947, + "FN": 1947, + "FP": 139, + "IoU": 0.5733278789118429, + "TN": 1046503, + "TP": 2803, + "n_pred": 2942, + "n_ref": 4750 + }, + "2": { + "Dice": 0.7347279325922542, + "FN": 2981, + "FP": 80637, + "IoU": 0.5806877046590813, + "TN": 851975, + "TP": 115799, + "n_pred": 196436, + "n_ref": 118780 + }, + "3": { + "Dice": 0.5133053181999249, + "FN": 86077, + "FP": 670, + "IoU": 0.34526612927572986, + "TN": 918900, + "TP": 45745, + "n_pred": 46415, + "n_ref": 131822 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.592648744706829, + "FN": 16225, + "FP": 114892, + "IoU": 0.42110933036640663, + "TN": 824895, + "TP": 95380, + "n_pred": 210272, + "n_ref": 111605 + }, + "7": { + "Dice": 0.5543991519707044, + "FN": 15402, + "FP": 21590, + "IoU": 0.3835077661489234, + "TN": 991388, + "TP": 23012, + "n_pred": 44602, + "n_ref": 38414 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0021.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0021.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9378337417317035, + "FN": 2794, + "FP": 1595, + "IoU": 0.8829443925856781, + "TN": 663433, + "TP": 33106, + "n_pred": 34701, + "n_ref": 35900 + }, + "10": { + "Dice": 0.0, + "FN": 976, + "FP": 0, + "IoU": 0.0, + "TN": 699952, + "TP": 0, + "n_pred": 0, + "n_ref": 976 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.41731231632380444, + "FN": 1296, + "FP": 885, + "IoU": 0.2636731937879811, + "TN": 697966, + "TP": 781, + "n_pred": 1666, + "n_ref": 2077 + }, + "13": { + "Dice": 0.05563387545989066, + "FN": 157, + "FP": 27308, + "IoU": 0.028612859871259815, + "TN": 672654, + "TP": 809, + "n_pred": 28117, + "n_ref": 966 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9561322043157607, + "FN": 1161, + "FP": 2051, + "IoU": 0.9159514339543646, + "TN": 662712, + "TP": 35004, + "n_pred": 37055, + "n_ref": 36165 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6477302660461849, + "FN": 1022, + "FP": 7002, + "IoU": 0.47899487046295697, + "TN": 685527, + "TP": 7377, + "n_pred": 14379, + "n_ref": 8399 + }, + "6": { + "Dice": 0.8863019960383971, + "FN": 756, + "FP": 2975, + "IoU": 0.7958189678761014, + "TN": 682655, + "TP": 14542, + "n_pred": 17517, + "n_ref": 15298 + }, + "7": { + "Dice": 0.10796642927113394, + "FN": 24342, + "FP": 9351, + "IoU": 0.057063696406582334, + "TN": 665196, + "TP": 2039, + "n_pred": 11390, + "n_ref": 26381 + }, + "8": { + "Dice": 0.9377644717255682, + "FN": 2127, + "FP": 1594, + "IoU": 0.8828216028971816, + "TN": 669173, + "TP": 28034, + "n_pred": 29628, + "n_ref": 30161 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 77, + "IoU": 0.0, + "TN": 700851, + "TP": 0, + "n_pred": 77, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0044.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0044.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 422, + "IoU": 0.0, + "TN": 350042, + "TP": 0, + "n_pred": 422, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.49753208292201384, + "FN": 32, + "FP": 477, + "IoU": 0.3311432325886991, + "TN": 349703, + "TP": 252, + "n_pred": 729, + "n_ref": 284 + }, + "6": { + "Dice": 0.9478732556162845, + "FN": 7285, + "FP": 2834, + "IoU": 0.9009116636147315, + "TN": 248343, + "TP": 92002, + "n_pred": 94836, + "n_ref": 99287 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.920892274211099, + "FN": 2359, + "FP": 549, + "IoU": 0.8533830795603509, + "TN": 330630, + "TP": 16926, + "n_pred": 17475, + "n_ref": 19285 + }, + "9": { + "Dice": 0.6519659784071709, + "FN": 4460, + "FP": 7693, + "IoU": 0.48364208021753907, + "TN": 326928, + "TP": 11383, + "n_pred": 19076, + "n_ref": 15843 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0045.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0045.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8167899535523826, + "FN": 3762, + "FP": 1563, + "IoU": 0.6903169526025007, + "TN": 333269, + "TP": 11870, + "n_pred": 13433, + "n_ref": 15632 + }, + "6": { + "Dice": 0.7065984230183981, + "FN": 338, + "FP": 3904, + "IoU": 0.5463101604278074, + "TN": 341114, + "TP": 5108, + "n_pred": 9012, + "n_ref": 5446 + }, + "7": { + "Dice": 0.8426003344481605, + "FN": 417, + "FP": 4101, + "IoU": 0.7280115586057432, + "TN": 333853, + "TP": 12093, + "n_pred": 16194, + "n_ref": 12510 + }, + "8": { + "Dice": 0.9356969974488127, + "FN": 2098, + "FP": 2817, + "IoU": 0.8791641057160418, + "TN": 309789, + "TP": 35760, + "n_pred": 38577, + "n_ref": 37858 + }, + "9": { + "Dice": 0.6913497139010434, + "FN": 3323, + "FP": 345, + "IoU": 0.5282921810699589, + "TN": 342688, + "TP": 4108, + "n_pred": 4453, + "n_ref": 7431 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0057.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0057.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 350463, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.6252852578731173, + "FN": 684, + "FP": 958, + "IoU": 0.4548472775564409, + "TN": 347452, + "TP": 1370, + "n_pred": 2328, + "n_ref": 2054 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9547987616099072, + "FN": 76, + "FP": 289, + "IoU": 0.9135071090047393, + "TN": 346244, + "TP": 3855, + "n_pred": 4144, + "n_ref": 3931 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9787993495223909, + "FN": 6116, + "FP": 1641, + "IoU": 0.9584789718500597, + "TN": 163643, + "TP": 179064, + "n_pred": 180705, + "n_ref": 185180 + }, + "7": { + "Dice": 0.887708111937655, + "FN": 516, + "FP": 118, + "IoU": 0.7980891719745223, + "TN": 347324, + "TP": 2506, + "n_pred": 2624, + "n_ref": 3022 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8662102689486553, + "FN": 871, + "FP": 1865, + "IoU": 0.763995514534633, + "TN": 338871, + "TP": 8857, + "n_pred": 10722, + "n_ref": 9728 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0064.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0064.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 21, + "IoU": 0.0, + "TN": 175211, + "TP": 0, + "n_pred": 21, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0076.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0076.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.2777777777777778, + "FN": 156, + "FP": 0, + "IoU": 0.16129032258064516, + "TN": 350278, + "TP": 30, + "n_pred": 30, + "n_ref": 186 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7438423645320197, + "FN": 419, + "FP": 621, + "IoU": 0.592156862745098, + "TN": 347914, + "TP": 1510, + "n_pred": 2131, + "n_ref": 1929 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.915647421837243, + "FN": 1032, + "FP": 1237, + "IoU": 0.8444185408667032, + "TN": 335880, + "TP": 12315, + "n_pred": 13552, + "n_ref": 13347 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9844563403320942, + "FN": 1716, + "FP": 2503, + "IoU": 0.9693884954724866, + "TN": 212640, + "TP": 133605, + "n_pred": 136108, + "n_ref": 135321 + }, + "7": { + "Dice": 0.0, + "FN": 428, + "FP": 0, + "IoU": 0.0, + "TN": 350036, + "TP": 0, + "n_pred": 0, + "n_ref": 428 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0081.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0081.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.5815602836879432, + "FN": 133, + "FP": 44, + "IoU": 0.41, + "TN": 350164, + "TP": 123, + "n_pred": 167, + "n_ref": 256 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5339440536561426, + "FN": 2785, + "FP": 64, + "IoU": 0.3642044186565499, + "TN": 345983, + "TP": 1632, + "n_pred": 1696, + "n_ref": 4417 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9087466518887966, + "FN": 1173, + "FP": 2779, + "IoU": 0.8327549724925941, + "TN": 326834, + "TP": 19678, + "n_pred": 22457, + "n_ref": 20851 + }, + "5": { + "Dice": 0.8197975611700008, + "FN": 291, + "FP": 1970, + "IoU": 0.69462452728255, + "TN": 343060, + "TP": 5143, + "n_pred": 7113, + "n_ref": 5434 + }, + "6": { + "Dice": 0.9537524374881361, + "FN": 4495, + "FP": 865, + "IoU": 0.9115934618746805, + "TN": 289835, + "TP": 55269, + "n_pred": 56134, + "n_ref": 59764 + }, + "7": { + "Dice": 0.8947904683648316, + "FN": 893, + "FP": 2308, + "IoU": 0.8096116100636412, + "TN": 333651, + "TP": 13612, + "n_pred": 15920, + "n_ref": 14505 + }, + "8": { + "Dice": 0.9584576414297776, + "FN": 1632, + "FP": 1320, + "IoU": 0.9202291520294006, + "TN": 313458, + "TP": 34054, + "n_pred": 35374, + "n_ref": 35686 + }, + "9": { + "Dice": 0.31894593366651525, + "FN": 34, + "FP": 1465, + "IoU": 0.18972972972972973, + "TN": 348614, + "TP": 351, + "n_pred": 1816, + "n_ref": 385 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0084.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0084.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.7406219942289195, + "FN": 1313, + "FP": 1114, + "IoU": 0.5880855397148677, + "TN": 519804, + "TP": 3465, + "n_pred": 4579, + "n_ref": 4778 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.38380224426736054, + "FN": 158, + "FP": 11209, + "IoU": 0.23747232843630509, + "TN": 510789, + "TP": 3540, + "n_pred": 14749, + "n_ref": 3698 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9619507239014478, + "FN": 494, + "FP": 255, + "IoU": 0.926690809435255, + "TN": 515479, + "TP": 9468, + "n_pred": 9723, + "n_ref": 9962 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9825090502697702, + "FN": 1724, + "FP": 1547, + "IoU": 0.9656194490282843, + "TN": 430555, + "TP": 91870, + "n_pred": 93417, + "n_ref": 93594 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.8652791155408518, + "FN": 2496, + "FP": 721, + "IoU": 0.7625479775612637, + "TN": 512148, + "TP": 10331, + "n_pred": 11052, + "n_ref": 12827 + }, + "9": { + "Dice": 0.9121872509185638, + "FN": 2116, + "FP": 2401, + "IoU": 0.8385517192079491, + "TN": 497718, + "TP": 23461, + "n_pred": 25862, + "n_ref": 25577 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0098.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0098.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9417425601787588, + "FN": 13466, + "FP": 300, + "IoU": 0.8898993049723668, + "TN": 575897, + "TP": 111265, + "n_pred": 111565, + "n_ref": 124731 + }, + "10": { + "Dice": 0.8333773156700269, + "FN": 7903, + "FP": 1568, + "IoU": 0.7143503438291712, + "TN": 667772, + "TP": 23685, + "n_pred": 25253, + "n_ref": 31588 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9005391558190105, + "FN": 2715, + "FP": 624, + "IoU": 0.8190734218369006, + "TN": 682473, + "TP": 15116, + "n_pred": 15740, + "n_ref": 17831 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 287, + "IoU": 0.0, + "TN": 700641, + "TP": 0, + "n_pred": 287, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7231622284096048, + "FN": 1074, + "FP": 10559, + "IoU": 0.5663697021657286, + "TN": 674101, + "TP": 15194, + "n_pred": 25753, + "n_ref": 16268 + }, + "7": { + "Dice": 0.9091608702086725, + "FN": 5515, + "FP": 623, + "IoU": 0.8334509144190589, + "TN": 664074, + "TP": 30716, + "n_pred": 31339, + "n_ref": 36231 + }, + "8": { + "Dice": 0.9445317763305636, + "FN": 175, + "FP": 72, + "IoU": 0.8948936170212766, + "TN": 698578, + "TP": 2103, + "n_pred": 2175, + "n_ref": 2278 + }, + "9": { + "Dice": 0.9510301431036232, + "FN": 1781, + "FP": 149, + "IoU": 0.9066324802863915, + "TN": 680257, + "TP": 18741, + "n_pred": 18890, + "n_ref": 20522 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0124.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0124.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7499143281422533, + "FN": 10275, + "FP": 2861, + "IoU": 0.5998903475373885, + "TN": 317633, + "TP": 19695, + "n_pred": 22556, + "n_ref": 29970 + }, + "10": { + "Dice": 0.3445265278710544, + "FN": 5608, + "FP": 248, + "IoU": 0.2081135902636917, + "TN": 343069, + "TP": 1539, + "n_pred": 1787, + "n_ref": 7147 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6441025641025641, + "FN": 1041, + "FP": 1735, + "IoU": 0.4750378214826021, + "TN": 345176, + "TP": 2512, + "n_pred": 4247, + "n_ref": 3553 + }, + "13": { + "Dice": 0.03698592326800994, + "FN": 216, + "FP": 3273, + "IoU": 0.018841394825646795, + "TN": 346908, + "TP": 67, + "n_pred": 3340, + "n_ref": 283 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9595013819166338, + "FN": 577, + "FP": 859, + "IoU": 0.9221553640158291, + "TN": 332017, + "TP": 17011, + "n_pred": 17870, + "n_ref": 17588 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 1502, + "IoU": 0.0, + "TN": 348962, + "TP": 0, + "n_pred": 1502, + "n_ref": 0 + }, + "7": { + "Dice": 0.45401320822469593, + "FN": 69326, + "FP": 616, + "IoU": 0.29367211326775866, + "TN": 251442, + "TP": 29080, + "n_pred": 29696, + "n_ref": 98406 + }, + "8": { + "Dice": 0.9225942849348701, + "FN": 16, + "FP": 1119, + "IoU": 0.8563109254335992, + "TN": 342565, + "TP": 6764, + "n_pred": 7883, + "n_ref": 6780 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0138.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0138.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7814194290644999, + "FN": 45597, + "FP": 0, + "IoU": 0.6412538060282768, + "TN": 223363, + "TP": 81504, + "n_pred": 81504, + "n_ref": 127101 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8404319023915565, + "FN": 478, + "FP": 50684, + "IoU": 0.7247801178084402, + "TN": 164569, + "TP": 134733, + "n_pred": 185417, + "n_ref": 135211 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0147.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0147.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8976295088005473, + "FN": 53521, + "FP": 953, + "IoU": 0.814272076372315, + "TN": 758092, + "TP": 238826, + "n_pred": 239779, + "n_ref": 292347 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 12, + "IoU": 0.0, + "TN": 1051380, + "TP": 0, + "n_pred": 12, + "n_ref": 0 + }, + "11": { + "Dice": 0.7209452897377793, + "FN": 3295, + "FP": 153, + "IoU": 0.5636547709440648, + "TN": 1043490, + "TP": 4454, + "n_pred": 4607, + "n_ref": 7749 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8901638496924588, + "FN": 479, + "FP": 1646, + "IoU": 0.8020678092399404, + "TN": 1040656, + "TP": 8611, + "n_pred": 10257, + "n_ref": 9090 + }, + "14": { + "Dice": 0.9916188198666682, + "FN": 1248, + "FP": 981, + "IoU": 0.9833769604223997, + "TN": 917301, + "TP": 131862, + "n_pred": 132843, + "n_ref": 133110 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 1062, + "IoU": 0.0, + "TN": 1050330, + "TP": 0, + "n_pred": 1062, + "n_ref": 0 + }, + "2": { + "Dice": 0.986465155331654, + "FN": 314, + "FP": 89, + "IoU": 0.9732918019749487, + "TN": 1036303, + "TP": 14686, + "n_pred": 14775, + "n_ref": 15000 + }, + "3": { + "Dice": 0.9389108804964159, + "FN": 354, + "FP": 217, + "IoU": 0.8848558177051825, + "TN": 1046433, + "TP": 4388, + "n_pred": 4605, + "n_ref": 4742 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7065350877192983, + "FN": 405, + "FP": 53123, + "IoU": 0.5462344444067682, + "TN": 933428, + "TP": 64436, + "n_pred": 117559, + "n_ref": 64841 + }, + "7": { + "Dice": 0.9499672988881622, + "FN": 269, + "FP": 37, + "IoU": 0.9047025848645281, + "TN": 1048181, + "TP": 2905, + "n_pred": 2942, + "n_ref": 3174 + }, + "8": { + "Dice": 0.9146906514036522, + "FN": 672, + "FP": 1206, + "IoU": 0.8427925665494727, + "TN": 1039446, + "TP": 10068, + "n_pred": 11274, + "n_ref": 10740 + }, + "9": { + "Dice": 0.9137666076604354, + "FN": 3559, + "FP": 874, + "IoU": 0.8412249283667622, + "TN": 1023472, + "TP": 23487, + "n_pred": 24361, + "n_ref": 27046 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0159.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0159.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.30680507497116494, + "FN": 1073, + "FP": 1331, + "IoU": 0.18119891008174388, + "TN": 522760, + "TP": 532, + "n_pred": 1863, + "n_ref": 1605 + }, + "11": { + "Dice": 0.19384615384615383, + "FN": 0, + "FP": 1048, + "IoU": 0.10732538330494037, + "TN": 524522, + "TP": 126, + "n_pred": 1174, + "n_ref": 126 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5109577922077922, + "FN": 1822, + "FP": 588, + "IoU": 0.34314527119106025, + "TN": 522027, + "TP": 1259, + "n_pred": 1847, + "n_ref": 3081 + }, + "14": { + "Dice": 0.6747675567192963, + "FN": 9619, + "FP": 11124, + "IoU": 0.5091692103830955, + "TN": 483435, + "TP": 21518, + "n_pred": 32642, + "n_ref": 31137 + }, + "15": { + "Dice": 0.7315248464205341, + "FN": 6276, + "FP": 2552, + "IoU": 0.5766962359146488, + "TN": 504841, + "TP": 12027, + "n_pred": 14579, + "n_ref": 18303 + }, + "2": { + "Dice": 0.9229805886036319, + "FN": 36, + "FP": 87, + "IoU": 0.8569767441860465, + "TN": 524836, + "TP": 737, + "n_pred": 824, + "n_ref": 773 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 131, + "IoU": 0.0, + "TN": 525565, + "TP": 0, + "n_pred": 131, + "n_ref": 0 + }, + "6": { + "Dice": 0.9434381460795507, + "FN": 1855, + "FP": 5477, + "IoU": 0.8929322429906542, + "TN": 457216, + "TP": 61148, + "n_pred": 66625, + "n_ref": 63003 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9717917385935307, + "FN": 4094, + "FP": 269, + "IoU": 0.945131229799917, + "TN": 446179, + "TP": 75154, + "n_pred": 75423, + "n_ref": 79248 + }, + "9": { + "Dice": 0.8865311256648299, + "FN": 7273, + "FP": 1026, + "IoU": 0.7961885115056853, + "TN": 484977, + "TP": 32420, + "n_pred": 33446, + "n_ref": 39693 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0181.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0181.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.864262339025834, + "FN": 11458, + "FP": 695, + "IoU": 0.7609700450406153, + "TN": 474853, + "TP": 38690, + "n_pred": 39385, + "n_ref": 50148 + }, + "10": { + "Dice": 0.7965941343424787, + "FN": 1196, + "FP": 739, + "IoU": 0.6619496855345912, + "TN": 519972, + "TP": 3789, + "n_pred": 4528, + "n_ref": 4985 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 26, + "IoU": 0.0, + "TN": 525670, + "TP": 0, + "n_pred": 26, + "n_ref": 0 + }, + "12": { + "Dice": 0.6280145358440701, + "FN": 1875, + "FP": 377, + "IoU": 0.4577413917649892, + "TN": 521543, + "TP": 1901, + "n_pred": 2278, + "n_ref": 3776 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 70258, + "IoU": 0.0, + "TN": 455438, + "TP": 0, + "n_pred": 70258, + "n_ref": 0 + }, + "3": { + "Dice": 0.5067612413598911, + "FN": 72381, + "FP": 1190, + "IoU": 0.33937053831993896, + "TN": 414331, + "TP": 37794, + "n_pred": 38984, + "n_ref": 110175 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.858909090909091, + "FN": 714, + "FP": 450, + "IoU": 0.7527087316762269, + "TN": 520989, + "TP": 3543, + "n_pred": 3993, + "n_ref": 4257 + }, + "6": { + "Dice": 0.8304232837392361, + "FN": 2529, + "FP": 11000, + "IoU": 0.7100203622334155, + "TN": 479041, + "TP": 33126, + "n_pred": 44126, + "n_ref": 35655 + }, + "7": { + "Dice": 0.6138613861386139, + "FN": 311, + "FP": 1, + "IoU": 0.44285714285714284, + "TN": 525136, + "TP": 248, + "n_pred": 249, + "n_ref": 559 + }, + "8": { + "Dice": 0.9711878685762426, + "FN": 132, + "FP": 381, + "IoU": 0.9439895185063871, + "TN": 516537, + "TP": 8646, + "n_pred": 9027, + "n_ref": 8778 + }, + "9": { + "Dice": 0.8886131872787243, + "FN": 938, + "FP": 2743, + "IoU": 0.7995534741886299, + "TN": 507332, + "TP": 14683, + "n_pred": 17426, + "n_ref": 15621 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0185.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0185.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8180487519272429, + "FN": 4514, + "FP": 4809, + "IoU": 0.6921171691819953, + "TN": 670647, + "TP": 20958, + "n_pred": 25767, + "n_ref": 25472 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8273057839396708, + "FN": 6382, + "FP": 3259, + "IoU": 0.705474430256003, + "TN": 668194, + "TP": 23093, + "n_pred": 26352, + "n_ref": 29475 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 517, + "IoU": 0.0, + "TN": 700411, + "TP": 0, + "n_pred": 517, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8285378743394011, + "FN": 1135, + "FP": 33, + "IoU": 0.7072681704260652, + "TN": 696938, + "TP": 2822, + "n_pred": 2855, + "n_ref": 3957 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9337334333583396, + "FN": 241, + "FP": 289, + "IoU": 0.875703564727955, + "TN": 696664, + "TP": 3734, + "n_pred": 4023, + "n_ref": 3975 + }, + "7": { + "Dice": 0.7972243639167309, + "FN": 575, + "FP": 1529, + "IoU": 0.6628205128205128, + "TN": 694688, + "TP": 4136, + "n_pred": 5665, + "n_ref": 4711 + }, + "8": { + "Dice": 0.9530434782608695, + "FN": 295, + "FP": 29, + "IoU": 0.9102990033222591, + "TN": 697316, + "TP": 3288, + "n_pred": 3317, + "n_ref": 3583 + }, + "9": { + "Dice": 0.9661517551425808, + "FN": 357, + "FP": 938, + "IoU": 0.9345198968498761, + "TN": 681151, + "TP": 18482, + "n_pred": 19420, + "n_ref": 18839 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0188.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0188.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 1685, + "FP": 0, + "IoU": 0.0, + "TN": 524011, + "TP": 0, + "n_pred": 0, + "n_ref": 1685 + }, + "10": { + "Dice": 0.5376435198915392, + "FN": 9704, + "FP": 1209, + "IoU": 0.3676555800208599, + "TN": 508438, + "TP": 6345, + "n_pred": 7554, + "n_ref": 16049 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.007889546351084813, + "FN": 465, + "FP": 38, + "IoU": 0.0039603960396039604, + "TN": 525191, + "TP": 2, + "n_pred": 40, + "n_ref": 467 + }, + "13": { + "Dice": 0.0, + "FN": 387, + "FP": 83, + "IoU": 0.0, + "TN": 525226, + "TP": 0, + "n_pred": 83, + "n_ref": 387 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.12849809571121046, + "FN": 58, + "FP": 31520, + "IoU": 0.06866041408600247, + "TN": 491790, + "TP": 2328, + "n_pred": 33848, + "n_ref": 2386 + }, + "3": { + "Dice": 0.09443716826359688, + "FN": 25921, + "FP": 353, + "IoU": 0.049558674576761684, + "TN": 498052, + "TP": 1370, + "n_pred": 1723, + "n_ref": 27291 + }, + "4": { + "Dice": 0.5181770742737868, + "FN": 1742, + "FP": 3798, + "IoU": 0.3496889306256603, + "TN": 517177, + "TP": 2979, + "n_pred": 6777, + "n_ref": 4721 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8152888943987727, + "FN": 320, + "FP": 23519, + "IoU": 0.6881752779594507, + "TN": 449246, + "TP": 52611, + "n_pred": 76130, + "n_ref": 52931 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 5704, + "IoU": 0.0, + "TN": 519992, + "TP": 0, + "n_pred": 5704, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0192.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7770546197039305, + "FN": 1032, + "FP": 2462, + "IoU": 0.6353960137743921, + "TN": 866577, + "TP": 6089, + "n_pred": 8551, + "n_ref": 7121 + }, + "11": { + "Dice": 0.7294062426660408, + "FN": 608, + "FP": 545, + "IoU": 0.574067233099372, + "TN": 873453, + "TP": 1554, + "n_pred": 2099, + "n_ref": 2162 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 34, + "IoU": 0.0, + "TN": 876126, + "TP": 0, + "n_pred": 34, + "n_ref": 0 + }, + "13": { + "Dice": 0.5757112850868819, + "FN": 2874, + "FP": 1570, + "IoU": 0.4042096795817134, + "TN": 868701, + "TP": 3015, + "n_pred": 4585, + "n_ref": 5889 + }, + "14": { + "Dice": 0.7271174863387978, + "FN": 58773, + "FP": 353, + "IoU": 0.5712369197746177, + "TN": 738261, + "TP": 78773, + "n_pred": 79126, + "n_ref": 137546 + }, + "15": { + "Dice": 0.8611051154759335, + "FN": 908, + "FP": 1666, + "IoU": 0.7560883161186392, + "TN": 865607, + "TP": 7979, + "n_pred": 9645, + "n_ref": 8887 + }, + "2": { + "Dice": 0.9755044358954228, + "FN": 485, + "FP": 763, + "IoU": 0.952180243696835, + "TN": 850062, + "TP": 24850, + "n_pred": 25613, + "n_ref": 25335 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 876154, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "4": { + "Dice": 0.0030721966205837174, + "FN": 1709, + "FP": 6079, + "IoU": 0.0015384615384615385, + "TN": 868360, + "TP": 12, + "n_pred": 6091, + "n_ref": 1721 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8060373252658746, + "FN": 140284, + "FP": 5895, + "IoU": 0.6750942406515051, + "TN": 426248, + "TP": 303733, + "n_pred": 309628, + "n_ref": 444017 + }, + "7": { + "Dice": 0.11200445016526413, + "FN": 11431, + "FP": 125854, + "IoU": 0.059324530809973755, + "TN": 730217, + "TP": 8658, + "n_pred": 134512, + "n_ref": 20089 + }, + "8": { + "Dice": 0.9260166585007349, + "FN": 137, + "FP": 14, + "IoU": 0.8622262773722628, + "TN": 875064, + "TP": 945, + "n_pred": 959, + "n_ref": 1082 + }, + "9": { + "Dice": 0.9212448559670782, + "FN": 614, + "FP": 2448, + "IoU": 0.853988841733823, + "TN": 855189, + "TP": 17909, + "n_pred": 20357, + "n_ref": 18523 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0193.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0193.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7931034482758621, + "FN": 11, + "FP": 1, + "IoU": 0.6571428571428571, + "TN": 700893, + "TP": 23, + "n_pred": 24, + "n_ref": 34 + }, + "10": { + "Dice": 0.625, + "FN": 346, + "FP": 56, + "IoU": 0.45454545454545453, + "TN": 700191, + "TP": 335, + "n_pred": 391, + "n_ref": 681 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8123659756969264, + "FN": 1215, + "FP": 885, + "IoU": 0.6840204634366537, + "TN": 694282, + "TP": 4546, + "n_pred": 5431, + "n_ref": 5761 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9752337504590266, + "FN": 2936, + "FP": 4078, + "IoU": 0.9516645877983061, + "TN": 555817, + "TP": 138097, + "n_pred": 142175, + "n_ref": 141033 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.9275452841973766, + "FN": 188, + "FP": 508, + "IoU": 0.8648806057076296, + "TN": 695777, + "TP": 4455, + "n_pred": 4963, + "n_ref": 4643 + }, + "8": { + "Dice": 0.9716868870621383, + "FN": 1912, + "FP": 2228, + "IoU": 0.9449328952793924, + "TN": 625747, + "TP": 71041, + "n_pred": 73269, + "n_ref": 72953 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0214.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0214.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0235.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0235.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8, + "FN": 10, + "FP": 29, + "IoU": 0.6666666666666666, + "TN": 1051275, + "TP": 78, + "n_pred": 107, + "n_ref": 88 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 224, + "IoU": 0.0, + "TN": 1051168, + "TP": 0, + "n_pred": 224, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9714380436234039, + "FN": 2558, + "FP": 3645, + "IoU": 0.9444623511505059, + "TN": 939702, + "TP": 105487, + "n_pred": 109132, + "n_ref": 108045 + }, + "3": { + "Dice": 0.976585906106975, + "FN": 1961, + "FP": 2986, + "IoU": 0.9542431669981039, + "TN": 943277, + "TP": 103168, + "n_pred": 106154, + "n_ref": 105129 + }, + "4": { + "Dice": 0.947500871700802, + "FN": 1367, + "FP": 2096, + "IoU": 0.9002391035058912, + "TN": 1016679, + "TP": 31250, + "n_pred": 33346, + "n_ref": 32617 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9651792758832296, + "FN": 1908, + "FP": 2064, + "IoU": 0.9327019196557158, + "TN": 992371, + "TP": 55049, + "n_pred": 57113, + "n_ref": 56957 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 891, + "IoU": 0.0, + "TN": 1050501, + "TP": 0, + "n_pred": 891, + "n_ref": 0 + }, + "8": { + "Dice": 0.5232067510548524, + "FN": 435, + "FP": 130, + "IoU": 0.35428571428571426, + "TN": 1050517, + "TP": 310, + "n_pred": 440, + "n_ref": 745 + }, + "9": { + "Dice": 0.836212242005492, + "FN": 151, + "FP": 3547, + "IoU": 0.7185264119348455, + "TN": 1038254, + "TP": 9440, + "n_pred": 12987, + "n_ref": 9591 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0248.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0248.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8673835125448028, + "FN": 1204, + "FP": 54, + "IoU": 0.7658227848101266, + "TN": 345092, + "TP": 4114, + "n_pred": 4168, + "n_ref": 5318 + }, + "10": { + "Dice": 0.8840978256884098, + "FN": 2407, + "FP": 754, + "IoU": 0.7922718012748899, + "TN": 335247, + "TP": 12056, + "n_pred": 12810, + "n_ref": 14463 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 236, + "IoU": 0.0, + "TN": 350228, + "TP": 0, + "n_pred": 236, + "n_ref": 0 + }, + "12": { + "Dice": 0.8115733410105082, + "FN": 683, + "FP": 626, + "IoU": 0.6828972868217055, + "TN": 346336, + "TP": 2819, + "n_pred": 3445, + "n_ref": 3502 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 355, + "IoU": 0.0, + "TN": 350109, + "TP": 0, + "n_pred": 355, + "n_ref": 0 + }, + "14": { + "Dice": 0.8327111423426589, + "FN": 2575, + "FP": 1234, + "IoU": 0.7133719617728949, + "TN": 337175, + "TP": 9480, + "n_pred": 10714, + "n_ref": 12055 + }, + "15": { + "Dice": 0.9069601834666906, + "FN": 10402, + "FP": 6191, + "IoU": 0.8297595108138056, + "TN": 252996, + "TP": 80875, + "n_pred": 87066, + "n_ref": 91277 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 228, + "IoU": 0.0, + "TN": 350236, + "TP": 0, + "n_pred": 228, + "n_ref": 0 + }, + "3": { + "Dice": 0.9749844430616055, + "FN": 763, + "FP": 443, + "IoU": 0.9511898980087421, + "TN": 325756, + "TP": 23502, + "n_pred": 23945, + "n_ref": 24265 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9559968847352025, + "FN": 176, + "FP": 50, + "IoU": 0.9157030958597538, + "TN": 347783, + "TP": 2455, + "n_pred": 2505, + "n_ref": 2631 + }, + "7": { + "Dice": 0.92240389347624, + "FN": 1320, + "FP": 99, + "IoU": 0.8559829493555262, + "TN": 340611, + "TP": 8434, + "n_pred": 8533, + "n_ref": 9754 + }, + "8": { + "Dice": 0.9768721344880286, + "FN": 433, + "FP": 248, + "IoU": 0.9547898824935271, + "TN": 335401, + "TP": 14382, + "n_pred": 14630, + "n_ref": 14815 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0302.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0302.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7877528454044573, + "FN": 8599, + "FP": 2534, + "IoU": 0.6498285786179347, + "TN": 844367, + "TP": 20660, + "n_pred": 23194, + "n_ref": 29259 + }, + "11": { + "Dice": 0.6369007263922518, + "FN": 3430, + "FP": 319, + "IoU": 0.467244564445076, + "TN": 869123, + "TP": 3288, + "n_pred": 3607, + "n_ref": 6718 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 825, + "IoU": 0.0, + "TN": 875335, + "TP": 0, + "n_pred": 825, + "n_ref": 0 + }, + "13": { + "Dice": 0.6256651782983669, + "FN": 7956, + "FP": 4284, + "IoU": 0.45524945480439716, + "TN": 853691, + "TP": 10229, + "n_pred": 14513, + "n_ref": 18185 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.933382586283613, + "FN": 6577, + "FP": 1358, + "IoU": 0.8750865814495309, + "TN": 812636, + "TP": 55589, + "n_pred": 56947, + "n_ref": 62166 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 5234, + "IoU": 0.0, + "TN": 870926, + "TP": 0, + "n_pred": 5234, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 4226, + "IoU": 0.0, + "TN": 871934, + "TP": 0, + "n_pred": 4226, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9765948392587721, + "FN": 2770, + "FP": 4490, + "IoU": 0.9542602252967415, + "TN": 717436, + "TP": 151464, + "n_pred": 155954, + "n_ref": 154234 + }, + "7": { + "Dice": 0.9803225806451613, + "FN": 3505, + "FP": 2595, + "IoU": 0.9614046187915217, + "TN": 718110, + "TP": 151950, + "n_pred": 154545, + "n_ref": 155455 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9169184290030211, + "FN": 88, + "FP": 792, + "IoU": 0.8465829846582985, + "TN": 870424, + "TP": 4856, + "n_pred": 5648, + "n_ref": 4944 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0307.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0307.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9485321830897441, + "FN": 286, + "FP": 943, + "IoU": 0.9021029154054485, + "TN": 513142, + "TP": 11325, + "n_pred": 12268, + "n_ref": 11611 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7776371308016877, + "FN": 157, + "FP": 1951, + "IoU": 0.6361753538142907, + "TN": 519902, + "TP": 3686, + "n_pred": 5637, + "n_ref": 3843 + }, + "7": { + "Dice": 0.9889677270141284, + "FN": 2417, + "FP": 4118, + "IoU": 0.9781762199275992, + "TN": 226252, + "TP": 292909, + "n_pred": 297027, + "n_ref": 295326 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0336.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0336.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0341.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0341.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9795610352340969, + "FN": 1160, + "FP": 763, + "IoU": 0.9599408382634781, + "TN": 477692, + "TP": 46081, + "n_pred": 46844, + "n_ref": 47241 + }, + "10": { + "Dice": 0.8999520345351347, + "FN": 3220, + "FP": 1786, + "IoU": 0.8181025398786381, + "TN": 498175, + "TP": 22515, + "n_pred": 24301, + "n_ref": 25735 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 6, + "FP": 0, + "IoU": 0.0, + "TN": 525690, + "TP": 0, + "n_pred": 0, + "n_ref": 6 + }, + "13": { + "Dice": 0.7629836954107246, + "FN": 2357, + "FP": 2978, + "IoU": 0.6167935641430828, + "TN": 511774, + "TP": 8587, + "n_pred": 11565, + "n_ref": 10944 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9191176470588235, + "FN": 3, + "FP": 41, + "IoU": 0.8503401360544217, + "TN": 525402, + "TP": 250, + "n_pred": 291, + "n_ref": 253 + }, + "3": { + "Dice": 0.9761585111800379, + "FN": 1003, + "FP": 542, + "IoU": 0.9534273828902152, + "TN": 492522, + "TP": 31629, + "n_pred": 32171, + "n_ref": 32632 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.9583074051026758, + "FN": 492, + "FP": 312, + "IoU": 0.9199522102747909, + "TN": 515652, + "TP": 9240, + "n_pred": 9552, + "n_ref": 9732 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9465186680121089, + "FN": 264, + "FP": 1167, + "IoU": 0.8984674329501916, + "TN": 511602, + "TP": 12663, + "n_pred": 13830, + "n_ref": 12927 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0361.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0361.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9886713725959382, + "FN": 1405, + "FP": 1625, + "IoU": 0.9775965455795692, + "TN": 1792305, + "TP": 132217, + "n_pred": 133842, + "n_ref": 133622 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 216, + "IoU": 0.0, + "TN": 1927336, + "TP": 0, + "n_pred": 216, + "n_ref": 0 + }, + "11": { + "Dice": 0.8633754305396096, + "FN": 1039, + "FP": 508, + "IoU": 0.7595959595959596, + "TN": 1921117, + "TP": 4888, + "n_pred": 5396, + "n_ref": 5927 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9142249886139365, + "FN": 1217, + "FP": 478, + "IoU": 0.8420022371364653, + "TN": 1916824, + "TP": 9033, + "n_pred": 9511, + "n_ref": 10250 + }, + "14": { + "Dice": 0.003920354895285257, + "FN": 49, + "FP": 9606, + "IoU": 0.00196402728964234, + "TN": 1917878, + "TP": 19, + "n_pred": 9625, + "n_ref": 68 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 516, + "IoU": 0.0, + "TN": 1927036, + "TP": 0, + "n_pred": 516, + "n_ref": 0 + }, + "2": { + "Dice": 0.9673838249460984, + "FN": 441, + "FP": 270, + "IoU": 0.9368280764104843, + "TN": 1916297, + "TP": 10544, + "n_pred": 10814, + "n_ref": 10985 + }, + "3": { + "Dice": 0.9476288659793815, + "FN": 36, + "FP": 91, + "IoU": 0.9004702194357367, + "TN": 1926276, + "TP": 1149, + "n_pred": 1240, + "n_ref": 1185 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2069, + "IoU": 0.0, + "TN": 1925483, + "TP": 0, + "n_pred": 2069, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9576891649119168, + "FN": 41204, + "FP": 2861, + "IoU": 0.9188134025595012, + "TN": 1384790, + "TP": 498697, + "n_pred": 501558, + "n_ref": 539901 + }, + "7": { + "Dice": 0.9132645333393619, + "FN": 20987, + "FP": 17380, + "IoU": 0.8403742781540715, + "TN": 1687196, + "TP": 201989, + "n_pred": 219369, + "n_ref": 222976 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8963611239060341, + "FN": 564, + "FP": 786, + "IoU": 0.8121869782971619, + "TN": 1920364, + "TP": 5838, + "n_pred": 6624, + "n_ref": 6402 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0362.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0362.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 216, + "IoU": 0.0, + "TN": 175016, + "TP": 0, + "n_pred": 216, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0391.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0391.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7353156584151165, + "FN": 1613, + "FP": 194, + "IoU": 0.581422283993514, + "TN": 346147, + "TP": 2510, + "n_pred": 2704, + "n_ref": 4123 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.945332499004494, + "FN": 838, + "FP": 123, + "IoU": 0.8963322545846818, + "TN": 341194, + "TP": 8309, + "n_pred": 8432, + "n_ref": 9147 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9756625202812331, + "FN": 78, + "FP": 57, + "IoU": 0.9524815205913411, + "TN": 347623, + "TP": 2706, + "n_pred": 2763, + "n_ref": 2784 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 350461, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7620927936821322, + "FN": 197, + "FP": 44, + "IoU": 0.6156299840510366, + "TN": 349837, + "TP": 386, + "n_pred": 430, + "n_ref": 583 + }, + "7": { + "Dice": 0.9883243690245002, + "FN": 1611, + "FP": 1834, + "IoU": 0.9769182322514941, + "TN": 201212, + "TP": 145807, + "n_pred": 147641, + "n_ref": 147418 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0392.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0392.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": 0.6411874992896625, + "FN": 5228.184444444444, + "FP": 5435.275555555558, + "IoU": 0.5554447250942666, + "TN": 771635.3511111111, + "TP": 17927.32222222222, + "n_pred": 23362.597777777777, + "n_ref": 23155.50666666666 + }, + "mean": { + "1": { + "Dice": 0.6579413817373121, + "FN": 2745.8, + "FP": 704.3, + "IoU": 0.6133093980040389, + "TN": 775393.5666666667, + "TP": 21382.466666666667, + "n_pred": 22086.766666666666, + "n_ref": 24128.266666666666 + }, + "10": { + "Dice": 0.5743827435391866, + "FN": 2902.9666666666667, + "FP": 2469.733333333333, + "IoU": 0.4764522424646287, + "TN": 787473.8, + "TP": 7379.633333333333, + "n_pred": 9849.366666666667, + "n_ref": 10282.6 + }, + "11": { + "Dice": 0.4152133044655752, + "FN": 117.53333333333333, + "FP": 150.06666666666666, + "IoU": 0.3274782932549013, + "TN": 799625.1333333333, + "TP": 333.4, + "n_pred": 483.46666666666664, + "n_ref": 450.93333333333334 + }, + "12": { + "Dice": 0.4326522526381687, + "FN": 349.1333333333333, + "FP": 213.03333333333333, + "IoU": 0.3304420848591305, + "TN": 799069.5333333333, + "TP": 594.4333333333333, + "n_pred": 807.4666666666667, + "n_ref": 943.5666666666667 + }, + "13": { + "Dice": 0.6160745500165081, + "FN": 3417.6666666666665, + "FP": 2595.3, + "IoU": 0.4908565958183271, + "TN": 785553.5666666667, + "TP": 8659.6, + "n_pred": 11254.9, + "n_ref": 12077.266666666666 + }, + "14": { + "Dice": 0.427843375354872, + "FN": 3515.3, + "FP": 8366.433333333332, + "IoU": 0.3807289744577046, + "TN": 766942.8666666667, + "TP": 21401.533333333333, + "n_pred": 29767.966666666667, + "n_ref": 24916.833333333332 + }, + "15": { + "Dice": 0.8040700797983992, + "FN": 1875.5, + "FP": 1020.2333333333333, + "IoU": 0.7068287271398878, + "TN": 787526.5333333333, + "TP": 9803.866666666667, + "n_pred": 10824.1, + "n_ref": 11679.366666666667 + }, + "2": { + "Dice": 0.7405557829313781, + "FN": 952.2, + "FP": 2444.8, + "IoU": 0.680585116601528, + "TN": 783868.4333333333, + "TP": 12960.7, + "n_pred": 15405.5, + "n_ref": 13912.9 + }, + "3": { + "Dice": 0.8027307279440775, + "FN": 19880.4, + "FP": 3178.4666666666667, + "IoU": 0.7473375825142394, + "TN": 761383.1333333333, + "TP": 15784.133333333333, + "n_pred": 18962.6, + "n_ref": 35664.53333333333 + }, + "4": { + "Dice": 0.5467484739238049, + "FN": 2723.0, + "FP": 1410.5333333333333, + "IoU": 0.46287519648562797, + "TN": 787332.4, + "TP": 8760.2, + "n_pred": 10170.733333333334, + "n_ref": 11483.2 + }, + "5": { + "Dice": 0.6389049987863944, + "FN": 592.5, + "FP": 121.06666666666666, + "IoU": 0.48744806461917145, + "TN": 798488.9333333333, + "TP": 1023.6333333333333, + "n_pred": 1144.7, + "n_ref": 1616.1333333333334 + }, + "6": { + "Dice": 0.8388541891135742, + "FN": 30290.1, + "FP": 36499.333333333336, + "IoU": 0.7615573187248965, + "TN": 620030.1666666666, + "TP": 113406.53333333334, + "n_pred": 149905.86666666667, + "n_ref": 143696.63333333333 + }, + "7": { + "Dice": 0.5126739788019337, + "FN": 7534.533333333334, + "FP": 20174.633333333335, + "IoU": 0.41653284125994455, + "TN": 741398.8, + "TP": 31118.166666666668, + "n_pred": 51292.8, + "n_ref": 38652.7 + }, + "8": { + "Dice": 0.7896208743196033, + "FN": 615.7, + "FP": 905.5666666666667, + "IoU": 0.7119477904095985, + "TN": 790256.5, + "TP": 8448.366666666667, + "n_pred": 9353.933333333332, + "n_ref": 9064.066666666668 + }, + "9": { + "Dice": 0.8195457759741503, + "FN": 910.4333333333333, + "FP": 1275.6333333333334, + "IoU": 0.7372906498003716, + "TN": 790186.9, + "TP": 7853.166666666667, + "n_pred": 9128.8, + "n_ref": 8763.6 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9003750254985956, + "FN": 1319, + "FP": 5030, + "IoU": 0.8188019064471018, + "TN": 665889, + "TP": 28690, + "n_pred": 33720, + "n_ref": 30009 + }, + "10": { + "Dice": 0.0, + "FN": 4859, + "FP": 0, + "IoU": 0.0, + "TN": 696069, + "TP": 0, + "n_pred": 0, + "n_ref": 4859 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 19, + "IoU": 0.0, + "TN": 700909, + "TP": 0, + "n_pred": 19, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 199, + "IoU": 0.0, + "TN": 700729, + "TP": 0, + "n_pred": 199, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 60, + "IoU": 0.0, + "TN": 700868, + "TP": 0, + "n_pred": 60, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 569318, + "FP": 0, + "IoU": 0.0, + "TN": 131610, + "TP": 0, + "n_pred": 0, + "n_ref": 569318 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 485472, + "IoU": 0.0, + "TN": 215456, + "TP": 0, + "n_pred": 485472, + "n_ref": 0 + }, + "7": { + "Dice": 0.34953751999443633, + "FN": 1094, + "FP": 36318, + "IoU": 0.21178156076184054, + "TN": 653464, + "TP": 10052, + "n_pred": 46370, + "n_ref": 11146 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0005.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0005.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 135, + "IoU": 0.0, + "TN": 525561, + "TP": 0, + "n_pred": 135, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 30, + "IoU": 0.0, + "TN": 525666, + "TP": 0, + "n_pred": 30, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.49331320103537535, + "FN": 25667, + "FP": 2521, + "IoU": 0.32741589119541875, + "TN": 483786, + "TP": 13722, + "n_pred": 16243, + "n_ref": 39389 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.16691367173027047, + "FN": 410, + "FP": 53554, + "IoU": 0.09105608893380496, + "TN": 466326, + "TP": 5406, + "n_pred": 58960, + "n_ref": 5816 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 62922, + "IoU": 0.0, + "TN": 462774, + "TP": 0, + "n_pred": 62922, + "n_ref": 0 + }, + "4": { + "Dice": 0.6537214709060546, + "FN": 3398, + "FP": 7177, + "IoU": 0.4855766892056234, + "TN": 505139, + "TP": 9982, + "n_pred": 17159, + "n_ref": 13380 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.886189488866853, + "FN": 1855, + "FP": 3195, + "IoU": 0.7956375703128161, + "TN": 500985, + "TP": 19661, + "n_pred": 22856, + "n_ref": 21516 + }, + "7": { + "Dice": 0.0013016596160104132, + "FN": 0, + "FP": 15345, + "IoU": 0.0006512536633018561, + "TN": 510341, + "TP": 10, + "n_pred": 15355, + "n_ref": 10 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0016.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0016.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 6, + "FP": 0, + "IoU": 0.0, + "TN": 700922, + "TP": 0, + "n_pred": 0, + "n_ref": 6 + }, + "10": { + "Dice": 0.4755887421022401, + "FN": 122, + "FP": 2617, + "IoU": 0.3119819140919367, + "TN": 696947, + "TP": 1242, + "n_pred": 3859, + "n_ref": 1364 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5897201693930084, + "FN": 2389, + "FP": 2552, + "IoU": 0.41815826660386246, + "TN": 692436, + "TP": 3551, + "n_pred": 6103, + "n_ref": 5940 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9247283152210147, + "FN": 2902, + "FP": 5001, + "IoU": 0.8599950396825397, + "TN": 644480, + "TP": 48545, + "n_pred": 53546, + "n_ref": 51447 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7998870684126054, + "FN": 62730, + "FP": 2479, + "IoU": 0.6665098319993863, + "TN": 505393, + "TP": 130326, + "n_pred": 132805, + "n_ref": 193056 + }, + "7": { + "Dice": 0.29817875762747525, + "FN": 2829, + "FP": 57209, + "IoU": 0.17521156171007804, + "TN": 628136, + "TP": 12754, + "n_pred": 69963, + "n_ref": 15583 + }, + "8": { + "Dice": 0.0, + "FN": 202, + "FP": 0, + "IoU": 0.0, + "TN": 700726, + "TP": 0, + "n_pred": 0, + "n_ref": 202 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0030.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0030.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9322152341020266, + "FN": 161, + "FP": 33, + "IoU": 0.8730366492146597, + "TN": 348936, + "TP": 1334, + "n_pred": 1367, + "n_ref": 1495 + }, + "10": { + "Dice": 0.7053087757313109, + "FN": 370, + "FP": 174, + "IoU": 0.5447698744769874, + "TN": 349269, + "TP": 651, + "n_pred": 825, + "n_ref": 1021 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 7, + "FP": 0, + "IoU": 0.0, + "TN": 350457, + "TP": 0, + "n_pred": 0, + "n_ref": 7 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.970919881305638, + "FN": 2381, + "FP": 4381, + "IoU": 0.9434832756632064, + "TN": 230818, + "TP": 112884, + "n_pred": 117265, + "n_ref": 115265 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0033.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0033.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9203332627619961, + "FN": 4328, + "FP": 2069, + "IoU": 0.8524234664451981, + "TN": 307117, + "TP": 36950, + "n_pred": 39019, + "n_ref": 41278 + }, + "15": { + "Dice": 0.8867290534968204, + "FN": 4304, + "FP": 12315, + "IoU": 0.7965078548776158, + "TN": 268795, + "TP": 65050, + "n_pred": 77365, + "n_ref": 69354 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0042.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0042.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 33, + "FP": 0, + "IoU": 0.0, + "TN": 876127, + "TP": 0, + "n_pred": 0, + "n_ref": 33 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 95, + "IoU": 0.0, + "TN": 876065, + "TP": 0, + "n_pred": 95, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 575, + "IoU": 0.0, + "TN": 875585, + "TP": 0, + "n_pred": 575, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7911524400716441, + "FN": 11430, + "FP": 5594, + "IoU": 0.6544683269398608, + "TN": 826891, + "TP": 32245, + "n_pred": 37839, + "n_ref": 43675 + }, + "3": { + "Dice": 0.9362464123440468, + "FN": 12732, + "FP": 2506, + "IoU": 0.8801346695404559, + "TN": 749034, + "TP": 111888, + "n_pred": 114394, + "n_ref": 124620 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 192, + "IoU": 0.0, + "TN": 875968, + "TP": 0, + "n_pred": 192, + "n_ref": 0 + }, + "5": { + "Dice": 0.7840976969536072, + "FN": 2356, + "FP": 897, + "IoU": 0.6448689956331878, + "TN": 867000, + "TP": 5907, + "n_pred": 6804, + "n_ref": 8263 + }, + "6": { + "Dice": 0.9515208929711473, + "FN": 4911, + "FP": 4505, + "IoU": 0.907524896387814, + "TN": 774338, + "TP": 92406, + "n_pred": 96911, + "n_ref": 97317 + }, + "7": { + "Dice": 0.0, + "FN": 486, + "FP": 115, + "IoU": 0.0, + "TN": 875559, + "TP": 0, + "n_pred": 115, + "n_ref": 486 + }, + "8": { + "Dice": 0.9226128321150946, + "FN": 220, + "FP": 447, + "IoU": 0.8563428817574844, + "TN": 871517, + "TP": 3976, + "n_pred": 4423, + "n_ref": 4196 + }, + "9": { + "Dice": 0.8651137508193576, + "FN": 4720, + "FP": 3717, + "IoU": 0.762291156002592, + "TN": 840667, + "TP": 27056, + "n_pred": 30773, + "n_ref": 31776 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0058.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0058.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9652730637938359, + "FN": 4336, + "FP": 2775, + "IoU": 0.9328771002454219, + "TN": 594988, + "TP": 98829, + "n_pred": 101604, + "n_ref": 103165 + }, + "10": { + "Dice": 0.7146021468734026, + "FN": 2913, + "FP": 5462, + "IoU": 0.5559384941675504, + "TN": 682068, + "TP": 10485, + "n_pred": 15947, + "n_ref": 13398 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.48854961832061067, + "FN": 344, + "FP": 326, + "IoU": 0.32323232323232326, + "TN": 699938, + "TP": 320, + "n_pred": 646, + "n_ref": 664 + }, + "13": { + "Dice": 0.6933476107616116, + "FN": 4472, + "FP": 6983, + "IoU": 0.5306289694734686, + "TN": 676523, + "TP": 12950, + "n_pred": 19933, + "n_ref": 17422 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.5906040268456376, + "FN": 50, + "FP": 11, + "IoU": 0.41904761904761906, + "TN": 700823, + "TP": 44, + "n_pred": 55, + "n_ref": 94 + }, + "3": { + "Dice": 0.846286701208981, + "FN": 302, + "FP": 1745, + "IoU": 0.7335329341317365, + "TN": 693246, + "TP": 5635, + "n_pred": 7380, + "n_ref": 5937 + }, + "4": { + "Dice": 0.8469203624989975, + "FN": 11501, + "FP": 3769, + "IoU": 0.7344855766722888, + "TN": 643417, + "TP": 42241, + "n_pred": 46010, + "n_ref": 53742 + }, + "5": { + "Dice": 0.6036315323294952, + "FN": 2386, + "FP": 1194, + "IoU": 0.4322867110688233, + "TN": 694622, + "TP": 2726, + "n_pred": 3920, + "n_ref": 5112 + }, + "6": { + "Dice": 0.9201159177136756, + "FN": 10274, + "FP": 6486, + "IoU": 0.8520506346992461, + "TN": 587646, + "TP": 96522, + "n_pred": 103008, + "n_ref": 106796 + }, + "7": { + "Dice": 0.8162352493338408, + "FN": 1113, + "FP": 6611, + "IoU": 0.6895248814213362, + "TN": 676050, + "TP": 17154, + "n_pred": 23765, + "n_ref": 18267 + }, + "8": { + "Dice": 0.9384082024046618, + "FN": 489, + "FP": 1181, + "IoU": 0.8839633129516398, + "TN": 686536, + "TP": 12722, + "n_pred": 13903, + "n_ref": 13211 + }, + "9": { + "Dice": 0.8364448641580706, + "FN": 3005, + "FP": 6001, + "IoU": 0.7188699859528641, + "TN": 668893, + "TP": 23029, + "n_pred": 29030, + "n_ref": 26034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0077.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0077.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.792242400315831, + "FN": 1086, + "FP": 3124, + "IoU": 0.6559614284546866, + "TN": 513459, + "TP": 8027, + "n_pred": 11151, + "n_ref": 9113 + }, + "11": { + "Dice": 0.789778534923339, + "FN": 237, + "FP": 997, + "IoU": 0.6525900900900901, + "TN": 522144, + "TP": 2318, + "n_pred": 3315, + "n_ref": 2555 + }, + "12": { + "Dice": 0.8049300060864273, + "FN": 358, + "FP": 924, + "IoU": 0.6735421441303794, + "TN": 521769, + "TP": 2645, + "n_pred": 3569, + "n_ref": 3003 + }, + "13": { + "Dice": 0.7320597014925373, + "FN": 2627, + "FP": 1861, + "IoU": 0.5773613334588944, + "TN": 515077, + "TP": 6131, + "n_pred": 7992, + "n_ref": 8758 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9639474547173087, + "FN": 1218, + "FP": 651, + "IoU": 0.9304040215974679, + "TN": 498841, + "TP": 24986, + "n_pred": 25637, + "n_ref": 26204 + }, + "3": { + "Dice": 0.940698905753618, + "FN": 673, + "FP": 1679, + "IoU": 0.8880373208930357, + "TN": 504689, + "TP": 18655, + "n_pred": 20334, + "n_ref": 19328 + }, + "4": { + "Dice": 0.7453277545327754, + "FN": 633, + "FP": 280, + "IoU": 0.5940417963539351, + "TN": 523447, + "TP": 1336, + "n_pred": 1616, + "n_ref": 1969 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9335223878637494, + "FN": 2031, + "FP": 8096, + "IoU": 0.8753323813275556, + "TN": 444464, + "TP": 71105, + "n_pred": 79201, + "n_ref": 73136 + }, + "7": { + "Dice": 0.9633580056716353, + "FN": 10126, + "FP": 1671, + "IoU": 0.9293063670411985, + "TN": 358821, + "TP": 155078, + "n_pred": 156749, + "n_ref": 165204 + }, + "8": { + "Dice": 0.9285623328664204, + "FN": 775, + "FP": 347, + "IoU": 0.8666508200618017, + "TN": 517282, + "TP": 7292, + "n_pred": 7639, + "n_ref": 8067 + }, + "9": { + "Dice": 0.9092394078611536, + "FN": 1472, + "FP": 2084, + "IoU": 0.8335829277424186, + "TN": 504328, + "TP": 17812, + "n_pred": 19896, + "n_ref": 19284 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0086.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0086.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8555555555555555, + "FN": 47, + "FP": 31, + "IoU": 0.7475728155339806, + "TN": 700619, + "TP": 231, + "n_pred": 262, + "n_ref": 278 + }, + "10": { + "Dice": 0.9192989404891574, + "FN": 839, + "FP": 791, + "IoU": 0.8506505405900678, + "TN": 690014, + "TP": 9284, + "n_pred": 10075, + "n_ref": 10123 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6697656768807514, + "FN": 2792, + "FP": 689, + "IoU": 0.5034945086292968, + "TN": 693917, + "TP": 3530, + "n_pred": 4219, + "n_ref": 6322 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9592202225419101, + "FN": 889, + "FP": 1889, + "IoU": 0.9216361071932299, + "TN": 665478, + "TP": 32672, + "n_pred": 34561, + "n_ref": 33561 + }, + "4": { + "Dice": 0.8799945039846112, + "FN": 3117, + "FP": 5617, + "IoU": 0.7857055229776481, + "TN": 660171, + "TP": 32023, + "n_pred": 37640, + "n_ref": 35140 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9845811253296908, + "FN": 4271, + "FP": 2750, + "IoU": 0.9696305139584577, + "TN": 469742, + "TP": 224165, + "n_pred": 226915, + "n_ref": 228436 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.7053291536050157, + "FN": 158, + "FP": 30, + "IoU": 0.5447941888619855, + "TN": 700515, + "TP": 225, + "n_pred": 255, + "n_ref": 383 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0105.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0105.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9779426922284065, + "FN": 104, + "FP": 217, + "IoU": 0.9568374344493747, + "TN": 2095347, + "TP": 7116, + "n_pred": 7333, + "n_ref": 7220 + }, + "10": { + "Dice": 0.7670789624758624, + "FN": 3483, + "FP": 9906, + "IoU": 0.6221639011175076, + "TN": 2067348, + "TP": 22047, + "n_pred": 31953, + "n_ref": 25530 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.708411214953271, + "FN": 1659, + "FP": 837, + "IoU": 0.548480463096961, + "TN": 2097256, + "TP": 3032, + "n_pred": 3869, + "n_ref": 4691 + }, + "13": { + "Dice": 0.8266546600630347, + "FN": 5521, + "FP": 2564, + "IoU": 0.7045280122793554, + "TN": 2075421, + "TP": 19278, + "n_pred": 21842, + "n_ref": 24799 + }, + "14": { + "Dice": 0.0005196340146312636, + "FN": 2750, + "FP": 193440, + "IoU": 0.00025988452973639553, + "TN": 1906543, + "TP": 51, + "n_pred": 193491, + "n_ref": 2801 + }, + "15": { + "Dice": 0.9312357541899441, + "FN": 415, + "FP": 7278, + "IoU": 0.8713200856416432, + "TN": 2043000, + "TP": 52091, + "n_pred": 59369, + "n_ref": 52506 + }, + "2": { + "Dice": 0.9655681986109058, + "FN": 201, + "FP": 265, + "IoU": 0.9334285714285714, + "TN": 2095784, + "TP": 6534, + "n_pred": 6799, + "n_ref": 6735 + }, + "3": { + "Dice": 0.7731578837785504, + "FN": 440, + "FP": 10455, + "IoU": 0.630201615640486, + "TN": 2073322, + "TP": 18567, + "n_pred": 29022, + "n_ref": 19007 + }, + "4": { + "Dice": 0.7761806981519507, + "FN": 345, + "FP": 963, + "IoU": 0.6342281879194631, + "TN": 2099208, + "TP": 2268, + "n_pred": 3231, + "n_ref": 2613 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7814302191464821, + "FN": 284, + "FP": 3506, + "IoU": 0.6412683388547089, + "TN": 2092219, + "TP": 6775, + "n_pred": 10281, + "n_ref": 7059 + }, + "7": { + "Dice": 0.701320258611671, + "FN": 37859, + "FP": 4966, + "IoU": 0.5400255630860444, + "TN": 2009681, + "TP": 50278, + "n_pred": 55244, + "n_ref": 88137 + }, + "8": { + "Dice": 0.85, + "FN": 24, + "FP": 0, + "IoU": 0.7391304347826086, + "TN": 2102692, + "TP": 68, + "n_pred": 68, + "n_ref": 92 + }, + "9": { + "Dice": 0.8720862966617893, + "FN": 301, + "FP": 3458, + "IoU": 0.7731853013938333, + "TN": 2086211, + "TP": 12814, + "n_pred": 16272, + "n_ref": 13115 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0111.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0111.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7439613526570048, + "FN": 124, + "FP": 35, + "IoU": 0.5923076923076923, + "TN": 174842, + "TP": 231, + "n_pred": 266, + "n_ref": 355 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0133.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0133.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.39687267311988084, + "FN": 1472, + "FP": 148, + "IoU": 0.24756154203437064, + "TN": 523543, + "TP": 533, + "n_pred": 681, + "n_ref": 2005 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9749870006907095, + "FN": 1834, + "FP": 1389, + "IoU": 0.9511947666495049, + "TN": 459658, + "TP": 62815, + "n_pred": 64204, + "n_ref": 64649 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.5869565217391305, + "FN": 64, + "FP": 12, + "IoU": 0.4153846153846154, + "TN": 525566, + "TP": 54, + "n_pred": 66, + "n_ref": 118 + }, + "6": { + "Dice": 0.9769210747028372, + "FN": 906, + "FP": 2286, + "IoU": 0.9548833922261484, + "TN": 454946, + "TP": 67558, + "n_pred": 69844, + "n_ref": 68464 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9757931106690398, + "FN": 1529, + "FP": 783, + "IoU": 0.9527304696285089, + "TN": 476785, + "TP": 46599, + "n_pred": 47382, + "n_ref": 48128 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0134.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0134.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 1770, + "FP": 0, + "IoU": 0.0, + "TN": 523926, + "TP": 0, + "n_pred": 0, + "n_ref": 1770 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 902, + "IoU": 0.0, + "TN": 524794, + "TP": 0, + "n_pred": 902, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 642, + "FP": 0, + "IoU": 0.0, + "TN": 525054, + "TP": 0, + "n_pred": 0, + "n_ref": 642 + }, + "13": { + "Dice": 0.5514137954194371, + "FN": 5821, + "FP": 858, + "IoU": 0.38065652818991097, + "TN": 514912, + "TP": 4105, + "n_pred": 4963, + "n_ref": 9926 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9319910514541387, + "FN": 278, + "FP": 26, + "IoU": 0.8726434855467113, + "TN": 523309, + "TP": 2083, + "n_pred": 2109, + "n_ref": 2361 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9588941212213277, + "FN": 3495, + "FP": 5976, + "IoU": 0.921034201003852, + "TN": 405758, + "TP": 110467, + "n_pred": 116443, + "n_ref": 113962 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.6097560975609756, + "FN": 1, + "FP": 31, + "IoU": 0.43859649122807015, + "TN": 525639, + "TP": 25, + "n_pred": 56, + "n_ref": 26 + }, + "9": { + "Dice": 0.7435607706794147, + "FN": 3843, + "FP": 5008, + "IoU": 0.5918000276714477, + "TN": 504013, + "TP": 12832, + "n_pred": 17840, + "n_ref": 16675 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0156.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0156.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8604522890237176, + "FN": 250, + "FP": 3, + "IoU": 0.755082284607938, + "TN": 174199, + "TP": 780, + "n_pred": 783, + "n_ref": 1030 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0158.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0158.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.6482213438735178, + "FN": 20, + "FP": 69, + "IoU": 0.47953216374269003, + "TN": 350293, + "TP": 82, + "n_pred": 151, + "n_ref": 102 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.965563595073094, + "FN": 3960, + "FP": 2803, + "IoU": 0.9334199671185406, + "TN": 248887, + "TP": 94814, + "n_pred": 97617, + "n_ref": 98774 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9657484931394129, + "FN": 1239, + "FP": 426, + "IoU": 0.933765613811759, + "TN": 325326, + "TP": 23473, + "n_pred": 23899, + "n_ref": 24712 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0166.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0166.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0170.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0170.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8017217319035185, + "FN": 31342, + "FP": 627, + "IoU": 0.6690613968799495, + "TN": 2882343, + "TP": 64632, + "n_pred": 65259, + "n_ref": 95974 + }, + "10": { + "Dice": 0.6548697434541126, + "FN": 25613, + "FP": 16145, + "IoU": 0.4868448540706605, + "TN": 2897569, + "TP": 39617, + "n_pred": 55762, + "n_ref": 65230 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 116, + "IoU": 0.0, + "TN": 2978828, + "TP": 0, + "n_pred": 116, + "n_ref": 0 + }, + "12": { + "Dice": 0.4042027194066749, + "FN": 817, + "FP": 2075, + "IoU": 0.2532920216886135, + "TN": 2975071, + "TP": 981, + "n_pred": 3056, + "n_ref": 1798 + }, + "13": { + "Dice": 0.6664848543878445, + "FN": 6451, + "FP": 10670, + "IoU": 0.49979548907327337, + "TN": 2944716, + "TP": 17107, + "n_pred": 27777, + "n_ref": 23558 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9568105505886161, + "FN": 7098, + "FP": 3578, + "IoU": 0.9171973040261221, + "TN": 2850011, + "TP": 118257, + "n_pred": 121835, + "n_ref": 125355 + }, + "3": { + "Dice": 0.9357487438305647, + "FN": 5998, + "FP": 5536, + "IoU": 0.8792554750638583, + "TN": 2883420, + "TP": 83990, + "n_pred": 89526, + "n_ref": 89988 + }, + "4": { + "Dice": 0.00782053920559786, + "FN": 49, + "FP": 9593, + "IoU": 0.003925619834710744, + "TN": 2969264, + "TP": 38, + "n_pred": 9631, + "n_ref": 87 + }, + "5": { + "Dice": 0.5323741007194245, + "FN": 1401, + "FP": 29, + "IoU": 0.3627450980392157, + "TN": 2976700, + "TP": 814, + "n_pred": 843, + "n_ref": 2215 + }, + "6": { + "Dice": 0.8674831839550006, + "FN": 396846, + "FP": 33009, + "IoU": 0.7659781926986698, + "TN": 1142128, + "TP": 1406961, + "n_pred": 1439970, + "n_ref": 1803807 + }, + "7": { + "Dice": 0.5205006007749322, + "FN": 21501, + "FP": 14016, + "IoU": 0.35180859218162575, + "TN": 2924150, + "TP": 19277, + "n_pred": 33293, + "n_ref": 40778 + }, + "8": { + "Dice": 0.9193480201042792, + "FN": 482, + "FP": 1235, + "IoU": 0.850734590976267, + "TN": 2967441, + "TP": 9786, + "n_pred": 11021, + "n_ref": 10268 + }, + "9": { + "Dice": 0.8335669563592187, + "FN": 3600, + "FP": 10648, + "IoU": 0.714629065854831, + "TN": 2929016, + "TP": 35680, + "n_pred": 46328, + "n_ref": 39280 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0173.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0173.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.86158710085362, + "FN": 626, + "FP": 1563, + "IoU": 0.7568318151521884, + "TN": 516694, + "TP": 6813, + "n_pred": 8376, + "n_ref": 7439 + }, + "11": { + "Dice": 0.8386459105510254, + "FN": 233, + "FP": 1073, + "IoU": 0.7221276595744681, + "TN": 520996, + "TP": 3394, + "n_pred": 4467, + "n_ref": 3627 + }, + "12": { + "Dice": 0.8272407256972651, + "FN": 1172, + "FP": 104, + "IoU": 0.7053798199030247, + "TN": 521365, + "TP": 3055, + "n_pred": 3159, + "n_ref": 4227 + }, + "13": { + "Dice": 0.0, + "FN": 3688, + "FP": 0, + "IoU": 0.0, + "TN": 522008, + "TP": 0, + "n_pred": 0, + "n_ref": 3688 + }, + "14": { + "Dice": 0.9748239260322441, + "FN": 4119, + "FP": 1915, + "IoU": 0.9508843902875794, + "TN": 402843, + "TP": 116819, + "n_pred": 118734, + "n_ref": 120938 + }, + "15": { + "Dice": 0.9256887854093908, + "FN": 287, + "FP": 479, + "IoU": 0.8616579375112877, + "TN": 520159, + "TP": 4771, + "n_pred": 5250, + "n_ref": 5058 + }, + "2": { + "Dice": 0.9767045454545454, + "FN": 902, + "FP": 328, + "IoU": 0.9544697390338701, + "TN": 498681, + "TP": 25785, + "n_pred": 26113, + "n_ref": 26687 + }, + "3": { + "Dice": 0.9455388180764774, + "FN": 45, + "FP": 49, + "IoU": 0.8967032967032967, + "TN": 524786, + "TP": 816, + "n_pred": 865, + "n_ref": 861 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9894754700975541, + "FN": 1527, + "FP": 334, + "IoU": 0.9791701644225065, + "TN": 436353, + "TP": 87482, + "n_pred": 87816, + "n_ref": 89009 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.962030583584729, + "FN": 242, + "FP": 123, + "IoU": 0.9268390459009822, + "TN": 520707, + "TP": 4624, + "n_pred": 4747, + "n_ref": 4866 + }, + "9": { + "Dice": 0.9205615194054501, + "FN": 99, + "FP": 382, + "IoU": 0.8528151774785802, + "TN": 522428, + "TP": 2787, + "n_pred": 3169, + "n_ref": 2886 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0195.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0195.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 9, + "IoU": 0.0, + "TN": 1226615, + "TP": 0, + "n_pred": 9, + "n_ref": 0 + }, + "10": { + "Dice": 0.8142292490118577, + "FN": 37, + "FP": 57, + "IoU": 0.6866666666666666, + "TN": 1226324, + "TP": 206, + "n_pred": 263, + "n_ref": 243 + }, + "11": { + "Dice": 0.7468187801667397, + "FN": 436, + "FP": 141, + "IoU": 0.59593837535014, + "TN": 1225196, + "TP": 851, + "n_pred": 992, + "n_ref": 1287 + }, + "12": { + "Dice": 0.0, + "FN": 6, + "FP": 0, + "IoU": 0.0, + "TN": 1226618, + "TP": 0, + "n_pred": 0, + "n_ref": 6 + }, + "13": { + "Dice": 0.546694265189334, + "FN": 38, + "FP": 3685, + "IoU": 0.3761729222520107, + "TN": 1220656, + "TP": 2245, + "n_pred": 5930, + "n_ref": 2283 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.850100987274191, + "FN": 9134, + "FP": 1479, + "IoU": 0.7392831699707667, + "TN": 1185917, + "TP": 30094, + "n_pred": 31573, + "n_ref": 39228 + }, + "5": { + "Dice": 0.39318119329117407, + "FN": 2150, + "FP": 57, + "IoU": 0.24469541409993156, + "TN": 1223702, + "TP": 715, + "n_pred": 772, + "n_ref": 2865 + }, + "6": { + "Dice": 0.6787171149866982, + "FN": 300441, + "FP": 3891, + "IoU": 0.5136803955345757, + "TN": 600838, + "TP": 321454, + "n_pred": 325345, + "n_ref": 621895 + }, + "7": { + "Dice": 0.02008207803776226, + "FN": 933, + "FP": 245485, + "IoU": 0.010142884114034136, + "TN": 977681, + "TP": 2525, + "n_pred": 248010, + "n_ref": 3458 + }, + "8": { + "Dice": 0.9194567056020979, + "FN": 3414, + "FP": 4633, + "IoU": 0.8509207454889028, + "TN": 1172646, + "TP": 45931, + "n_pred": 50564, + "n_ref": 49345 + }, + "9": { + "Dice": 0.7633756205184776, + "FN": 307, + "FP": 3125, + "IoU": 0.6173059768064229, + "TN": 1217656, + "TP": 5536, + "n_pred": 8661, + "n_ref": 5843 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0197.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0197.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1263, + "IoU": 0.0, + "TN": 173969, + "TP": 0, + "n_pred": 1263, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0224.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0224.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9333333333333333, + "FN": 31, + "FP": 11, + "IoU": 0.875, + "TN": 350128, + "TP": 294, + "n_pred": 305, + "n_ref": 325 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6987315010570825, + "FN": 6821, + "FP": 589, + "IoU": 0.536961819658814, + "TN": 334461, + "TP": 8593, + "n_pred": 9182, + "n_ref": 15414 + }, + "6": { + "Dice": 0.9771615567736669, + "FN": 1237, + "FP": 2092, + "IoU": 0.955343009685295, + "TN": 275918, + "TP": 71217, + "n_pred": 73309, + "n_ref": 72454 + }, + "7": { + "Dice": 0.9103416112859974, + "FN": 377, + "FP": 392, + "IoU": 0.8354376203723518, + "TN": 345791, + "TP": 3904, + "n_pred": 4296, + "n_ref": 4281 + }, + "8": { + "Dice": 0.9393278044522043, + "FN": 351, + "FP": 66, + "IoU": 0.8855967078189301, + "TN": 346819, + "TP": 3228, + "n_pred": 3294, + "n_ref": 3579 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0226.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0226.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9758495656543251, + "FN": 1006, + "FP": 4329, + "IoU": 0.9528381114028341, + "TN": 938271, + "TP": 107786, + "n_pred": 112115, + "n_ref": 108792 + }, + "10": { + "Dice": 0.9079327643368743, + "FN": 2937, + "FP": 6588, + "IoU": 0.8313890708254412, + "TN": 994901, + "TP": 46966, + "n_pred": 53554, + "n_ref": 49903 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7758915069027758, + "FN": 2687, + "FP": 6501, + "IoU": 0.6338421073606185, + "TN": 1026299, + "TP": 15905, + "n_pred": 22406, + "n_ref": 18592 + }, + "14": { + "Dice": 0.7657502863688431, + "FN": 2103, + "FP": 3623, + "IoU": 0.6204176334106729, + "TN": 1036307, + "TP": 9359, + "n_pred": 12982, + "n_ref": 11462 + }, + "15": { + "Dice": 0.8974358974358975, + "FN": 10648, + "FP": 6344, + "IoU": 0.813953488372093, + "TN": 960060, + "TP": 74340, + "n_pred": 80684, + "n_ref": 84988 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9483563776210969, + "FN": 668, + "FP": 460, + "IoU": 0.9017849368741837, + "TN": 1039907, + "TP": 10357, + "n_pred": 10817, + "n_ref": 11025 + }, + "4": { + "Dice": 0.8885016009402991, + "FN": 1039, + "FP": 1712, + "IoU": 0.7993728121353559, + "TN": 1037680, + "TP": 10961, + "n_pred": 12673, + "n_ref": 12000 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9354220093103007, + "FN": 6470, + "FP": 2117, + "IoU": 0.8786787041354074, + "TN": 980613, + "TP": 62192, + "n_pred": 64309, + "n_ref": 68662 + }, + "7": { + "Dice": 0.8852368824013728, + "FN": 58557, + "FP": 1101, + "IoU": 0.7941031313525247, + "TN": 761645, + "TP": 230089, + "n_pred": 231190, + "n_ref": 288646 + }, + "8": { + "Dice": 0.9281806952532204, + "FN": 48, + "FP": 766, + "IoU": 0.8659861705630556, + "TN": 1045318, + "TP": 5260, + "n_pred": 6026, + "n_ref": 5308 + }, + "9": { + "Dice": 0.9295812575737176, + "FN": 572, + "FP": 474, + "IoU": 0.8684276729559749, + "TN": 1043442, + "TP": 6904, + "n_pred": 7378, + "n_ref": 7476 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0259.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0259.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 84, + "FP": 0, + "IoU": 0.0, + "TN": 525612, + "TP": 0, + "n_pred": 0, + "n_ref": 84 + }, + "15": { + "Dice": 0.5042016806722689, + "FN": 93, + "FP": 25, + "IoU": 0.33707865168539325, + "TN": 525518, + "TP": 60, + "n_pred": 85, + "n_ref": 153 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 15, + "IoU": 0.0, + "TN": 525681, + "TP": 0, + "n_pred": 15, + "n_ref": 0 + }, + "3": { + "Dice": 0.7603053435114504, + "FN": 157, + "FP": 0, + "IoU": 0.6133004926108374, + "TN": 525290, + "TP": 249, + "n_pred": 249, + "n_ref": 406 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9099854708757099, + "FN": 1607, + "FP": 1119, + "IoU": 0.8348379279006362, + "TN": 509191, + "TP": 13779, + "n_pred": 14898, + "n_ref": 15386 + }, + "7": { + "Dice": 0.9960070726602457, + "FN": 827, + "FP": 476, + "IoU": 0.9920459054421146, + "TN": 361881, + "TP": 162512, + "n_pred": 162988, + "n_ref": 163339 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0263.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0263.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9832783169036663, + "FN": 2514, + "FP": 1189, + "IoU": 0.9671066657191586, + "TN": 1114048, + "TP": 108873, + "n_pred": 110062, + "n_ref": 111387 + }, + "10": { + "Dice": 0.9335711531045121, + "FN": 290, + "FP": 2466, + "IoU": 0.8754181357924238, + "TN": 1204502, + "TP": 19366, + "n_pred": 21832, + "n_ref": 19656 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8165278761386114, + "FN": 2731, + "FP": 4782, + "IoU": 0.6899426354669638, + "TN": 1202393, + "TP": 16718, + "n_pred": 21500, + "n_ref": 19449 + }, + "14": { + "Dice": 0.9133186409797382, + "FN": 89535, + "FP": 574, + "IoU": 0.840465913396338, + "TN": 661798, + "TP": 474717, + "n_pred": 475291, + "n_ref": 564252 + }, + "15": { + "Dice": 0.5343228200371057, + "FN": 36064, + "FP": 331, + "IoU": 0.36455696202531646, + "TN": 1169349, + "TP": 20880, + "n_pred": 21211, + "n_ref": 56944 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9666344294003868, + "FN": 67, + "FP": 209, + "IoU": 0.9354234908750585, + "TN": 1222350, + "TP": 3998, + "n_pred": 4207, + "n_ref": 4065 + }, + "4": { + "Dice": 0.6400945254037023, + "FN": 418, + "FP": 4151, + "IoU": 0.4706904541241891, + "TN": 1217992, + "TP": 4063, + "n_pred": 8214, + "n_ref": 4481 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6164672655238693, + "FN": 4539, + "FP": 44348, + "IoU": 0.44557475957176557, + "TN": 1138448, + "TP": 39289, + "n_pred": 83637, + "n_ref": 43828 + }, + "7": { + "Dice": 0.3985315336706179, + "FN": 1027, + "FP": 31904, + "IoU": 0.248853812641135, + "TN": 1182783, + "TP": 10910, + "n_pred": 42814, + "n_ref": 11937 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 18, + "FP": 0, + "IoU": 0.0, + "TN": 1226606, + "TP": 0, + "n_pred": 0, + "n_ref": 18 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0268.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0268.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6767234387672344, + "FN": 5728, + "FP": 251, + "IoU": 0.5113998529051238, + "TN": 513459, + "TP": 6258, + "n_pred": 6509, + "n_ref": 11986 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8587639862917319, + "FN": 2270, + "FP": 3953, + "IoU": 0.7524858802004614, + "TN": 500554, + "TP": 18919, + "n_pred": 22872, + "n_ref": 21189 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 303, + "IoU": 0.0, + "TN": 525393, + "TP": 0, + "n_pred": 303, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9728761027470196, + "FN": 1130, + "FP": 5136, + "IoU": 0.9471847606203642, + "TN": 407056, + "TP": 112374, + "n_pred": 117510, + "n_ref": 113504 + }, + "7": { + "Dice": 0.7647795129838713, + "FN": 75349, + "FP": 6, + "IoU": 0.6191441293459418, + "TN": 327839, + "TP": 122502, + "n_pred": 122508, + "n_ref": 197851 + }, + "8": { + "Dice": 0.9523995127892814, + "FN": 399, + "FP": 578, + "IoU": 0.9091247325830155, + "TN": 514945, + "TP": 9774, + "n_pred": 10352, + "n_ref": 10173 + }, + "9": { + "Dice": 0.9666124371706772, + "FN": 635, + "FP": 740, + "IoU": 0.9353823017998966, + "TN": 504417, + "TP": 19904, + "n_pred": 20644, + "n_ref": 20539 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0272.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0272.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.1443067920064745, + "FN": 27427, + "FP": 63, + "IoU": 0.07776435856146001, + "TN": 495888, + "TP": 2318, + "n_pred": 2381, + "n_ref": 29745 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8792035541719363, + "FN": 2582, + "FP": 8593, + "IoU": 0.7844453445981135, + "TN": 473853, + "TP": 40668, + "n_pred": 49261, + "n_ref": 43250 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9416831150188408, + "FN": 199, + "FP": 126, + "IoU": 0.8897931502204137, + "TN": 522747, + "TP": 2624, + "n_pred": 2750, + "n_ref": 2823 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 12, + "IoU": 0.0, + "TN": 525684, + "TP": 0, + "n_pred": 12, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.918184405236198, + "FN": 1014, + "FP": 136, + "IoU": 0.8487439168749178, + "TN": 518093, + "TP": 6453, + "n_pred": 6589, + "n_ref": 7467 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9763490504491458, + "FN": 1341, + "FP": 1958, + "IoU": 0.9537909879119801, + "TN": 454303, + "TP": 68094, + "n_pred": 70052, + "n_ref": 69435 + }, + "9": { + "Dice": 0.9733435858003332, + "FN": 495, + "FP": 337, + "IoU": 0.948071401822494, + "TN": 509674, + "TP": 15190, + "n_pred": 15527, + "n_ref": 15685 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0297.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0297.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6660944846630346, + "FN": 1923, + "FP": 7025, + "IoU": 0.4993565713646282, + "TN": 1208751, + "TP": 8925, + "n_pred": 15950, + "n_ref": 10848 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8462959690246292, + "FN": 15233, + "FP": 3901, + "IoU": 0.7335468597688344, + "TN": 1154814, + "TP": 52676, + "n_pred": 56577, + "n_ref": 67909 + }, + "14": { + "Dice": 0.0, + "FN": 579, + "FP": 46482, + "IoU": 0.0, + "TN": 1179563, + "TP": 0, + "n_pred": 46482, + "n_ref": 579 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 112, + "IoU": 0.0, + "TN": 1226512, + "TP": 0, + "n_pred": 112, + "n_ref": 0 + }, + "3": { + "Dice": 0.9459275798466168, + "FN": 257, + "FP": 300, + "IoU": 0.8974028366181617, + "TN": 1221195, + "TP": 4872, + "n_pred": 5172, + "n_ref": 5129 + }, + "4": { + "Dice": 0.924732391200517, + "FN": 7487, + "FP": 550, + "IoU": 0.8600020903010034, + "TN": 1169216, + "TP": 49371, + "n_pred": 49921, + "n_ref": 56858 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9588190676235486, + "FN": 772, + "FP": 2757, + "IoU": 0.9208957231238232, + "TN": 1182012, + "TP": 41083, + "n_pred": 43840, + "n_ref": 41855 + }, + "7": { + "Dice": 0.4803798352185449, + "FN": 2507, + "FP": 45866, + "IoU": 0.31611836059547876, + "TN": 1155891, + "TP": 22360, + "n_pred": 68226, + "n_ref": 24867 + }, + "8": { + "Dice": 0.2077922077922078, + "FN": 0, + "FP": 183, + "IoU": 0.11594202898550725, + "TN": 1226417, + "TP": 24, + "n_pred": 207, + "n_ref": 24 + }, + "9": { + "Dice": 0.9266535010220698, + "FN": 1028, + "FP": 1089, + "IoU": 0.8633311814073595, + "TN": 1211134, + "TP": 13373, + "n_pred": 14462, + "n_ref": 14401 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0348.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0348.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9012160349621154, + "FN": 38136, + "FP": 6348, + "IoU": 0.8201940177849636, + "TN": 3082008, + "TP": 202916, + "n_pred": 209264, + "n_ref": 241052 + }, + "10": { + "Dice": 0.8798374330590203, + "FN": 6450, + "FP": 4253, + "IoU": 0.7854551285906148, + "TN": 3279521, + "TP": 39184, + "n_pred": 43437, + "n_ref": 45634 + }, + "11": { + "Dice": 0.731795802021249, + "FN": 1128, + "FP": 942, + "IoU": 0.5770331017572538, + "TN": 3324514, + "TP": 2824, + "n_pred": 3766, + "n_ref": 3952 + }, + "12": { + "Dice": 0.7114333962451574, + "FN": 2076, + "FP": 829, + "IoU": 0.5521122417514647, + "TN": 3322922, + "TP": 3581, + "n_pred": 4410, + "n_ref": 5657 + }, + "13": { + "Dice": 0.8321241825197014, + "FN": 7705, + "FP": 3564, + "IoU": 0.7125108423899178, + "TN": 3290210, + "TP": 27929, + "n_pred": 31493, + "n_ref": 35634 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.802810584541785, + "FN": 447, + "FP": 4829, + "IoU": 0.6705794205794205, + "TN": 3313392, + "TP": 10740, + "n_pred": 15569, + "n_ref": 11187 + }, + "3": { + "Dice": 0.9494698549310145, + "FN": 513, + "FP": 1765, + "IoU": 0.9038006756756757, + "TN": 3305728, + "TP": 21402, + "n_pred": 23167, + "n_ref": 21915 + }, + "4": { + "Dice": 0.0, + "FN": 1885, + "FP": 504, + "IoU": 0.0, + "TN": 3327019, + "TP": 0, + "n_pred": 504, + "n_ref": 1885 + }, + "5": { + "Dice": 0.8733624454148472, + "FN": 2597, + "FP": 854, + "IoU": 0.7751937984496124, + "TN": 3314057, + "TP": 11900, + "n_pred": 12754, + "n_ref": 14497 + }, + "6": { + "Dice": 0.5710624551545409, + "FN": 97987, + "FP": 468727, + "IoU": 0.39964129798010295, + "TN": 2385449, + "TP": 377245, + "n_pred": 845972, + "n_ref": 475232 + }, + "7": { + "Dice": 0.6114426905769482, + "FN": 8104, + "FP": 119431, + "IoU": 0.4403438636832382, + "TN": 3101527, + "TP": 100346, + "n_pred": 219777, + "n_ref": 108450 + }, + "8": { + "Dice": 0.7709291628334867, + "FN": 694, + "FP": 14744, + "IoU": 0.6272455089820359, + "TN": 3287992, + "TP": 25978, + "n_pred": 40722, + "n_ref": 26672 + }, + "9": { + "Dice": 0.958997894609291, + "FN": 2210, + "FP": 497, + "IoU": 0.92122570131533, + "TN": 3295044, + "TP": 31657, + "n_pred": 32154, + "n_ref": 33867 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0349.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0349.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9177521237203223, + "FN": 3370, + "FP": 406, + "IoU": 0.8480054743791008, + "TN": 500853, + "TP": 21067, + "n_pred": 21473, + "n_ref": 24437 + }, + "10": { + "Dice": 0.0, + "FN": 616, + "FP": 13577, + "IoU": 0.0, + "TN": 511503, + "TP": 0, + "n_pred": 13577, + "n_ref": 616 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5772936740678676, + "FN": 601, + "FP": 408, + "IoU": 0.40577149587750294, + "TN": 523998, + "TP": 689, + "n_pred": 1097, + "n_ref": 1290 + }, + "13": { + "Dice": 0.36477201748906934, + "FN": 12648, + "FP": 14811, + "IoU": 0.22307104660045837, + "TN": 490353, + "TP": 7884, + "n_pred": 22695, + "n_ref": 20532 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 781, + "IoU": 0.0, + "TN": 524915, + "TP": 0, + "n_pred": 781, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8868229587712207, + "FN": 508, + "FP": 52, + "IoU": 0.7966594045025418, + "TN": 522942, + "TP": 2194, + "n_pred": 2246, + "n_ref": 2702 + }, + "3": { + "Dice": 0.965180492954887, + "FN": 1972, + "FP": 1458, + "IoU": 0.9327041927446095, + "TN": 474727, + "TP": 47539, + "n_pred": 48997, + "n_ref": 49511 + }, + "4": { + "Dice": 0.6098524334611669, + "FN": 39782, + "FP": 1013, + "IoU": 0.4386961845925233, + "TN": 453017, + "TP": 31884, + "n_pred": 32897, + "n_ref": 71666 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8124761945067501, + "FN": 2763, + "FP": 6099, + "IoU": 0.6841767640769779, + "TN": 497636, + "TP": 19198, + "n_pred": 25297, + "n_ref": 21961 + }, + "7": { + "Dice": 0.5108983499694438, + "FN": 3347, + "FP": 23064, + "IoU": 0.3430916552667579, + "TN": 485491, + "TP": 13794, + "n_pred": 36858, + "n_ref": 17141 + }, + "8": { + "Dice": 0.7069002656709987, + "FN": 8102, + "FP": 62, + "IoU": 0.5466711088899995, + "TN": 507687, + "TP": 9845, + "n_pred": 9907, + "n_ref": 17947 + }, + "9": { + "Dice": 0.794048776973234, + "FN": 5008, + "FP": 709, + "IoU": 0.6584418688015294, + "TN": 508958, + "TP": 11021, + "n_pred": 11730, + "n_ref": 16029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0388.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0388.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.7036880033912675, + "FN": 1961, + "FP": 1534, + "IoU": 0.5428384565075213, + "TN": 342819, + "TP": 4150, + "n_pred": 5684, + "n_ref": 6111 + }, + "15": { + "Dice": 0.9488765673473667, + "FN": 4454, + "FP": 3835, + "IoU": 0.9027261098658655, + "TN": 265251, + "TP": 76924, + "n_pred": 80759, + "n_ref": 81378 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0404.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0404.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": 0.6746663745602353, + "FN": 1867.9288888888887, + "FP": 3869.5, + "IoU": 0.5875489867607819, + "TN": 703829.0311111113, + "TP": 14725.806666666665, + "n_pred": 18595.306666666664, + "n_ref": 16593.73555555556 + }, + "mean": { + "1": { + "Dice": 0.8435966167255369, + "FN": 316.7, + "FP": 1181.7, + "IoU": 0.782852769681988, + "TN": 708963.6, + "TP": 13830.266666666666, + "n_pred": 15011.966666666667, + "n_ref": 14146.966666666667 + }, + "10": { + "Dice": 0.5940771454307137, + "FN": 1195.9333333333334, + "FP": 2001.1, + "IoU": 0.49806004786611763, + "TN": 715325.4, + "TP": 5769.833333333333, + "n_pred": 7770.933333333333, + "n_ref": 6965.766666666666 + }, + "11": { + "Dice": 0.4446764686656485, + "FN": 62.43333333333333, + "FP": 182.0, + "IoU": 0.33700308743024615, + "TN": 723801.4333333333, + "TP": 246.4, + "n_pred": 428.4, + "n_ref": 308.8333333333333 + }, + "12": { + "Dice": 0.6108450049692533, + "FN": 252.1, + "FP": 158.1, + "IoU": 0.49536062401102376, + "TN": 723214.0666666667, + "TP": 668.0, + "n_pred": 826.1, + "n_ref": 920.1 + }, + "13": { + "Dice": 0.5714835262323608, + "FN": 1837.7666666666667, + "FP": 457.56666666666666, + "IoU": 0.4743456689178347, + "TN": 720078.7, + "TP": 1918.2333333333333, + "n_pred": 2375.8, + "n_ref": 3756.0 + }, + "14": { + "Dice": 0.5220432647502669, + "FN": 1765.2666666666667, + "FP": 19242.933333333334, + "IoU": 0.446858935039278, + "TN": 689196.9, + "TP": 14087.166666666666, + "n_pred": 33330.1, + "n_ref": 15852.433333333332 + }, + "15": { + "Dice": 0.6011621891365457, + "FN": 8287.766666666666, + "FP": 3821.3333333333335, + "IoU": 0.4739469261348355, + "TN": 703770.7666666667, + "TP": 8412.4, + "n_pred": 12233.733333333334, + "n_ref": 16700.166666666668 + }, + "2": { + "Dice": 0.7001626140421352, + "FN": 1837.5333333333333, + "FP": 3554.133333333333, + "IoU": 0.62841674617373, + "TN": 699397.1666666666, + "TP": 19503.433333333334, + "n_pred": 23057.566666666666, + "n_ref": 21340.966666666667 + }, + "3": { + "Dice": 0.8302358636470241, + "FN": 1119.7333333333333, + "FP": 2875.5333333333333, + "IoU": 0.7721790836181649, + "TN": 705825.2, + "TP": 14471.8, + "n_pred": 17347.333333333332, + "n_ref": 15591.533333333333 + }, + "4": { + "Dice": 0.6473791304210799, + "FN": 475.6, + "FP": 970.0, + "IoU": 0.5647351648396286, + "TN": 715664.7666666667, + "TP": 7181.9, + "n_pred": 8151.9, + "n_ref": 7657.5 + }, + "5": { + "Dice": 0.627499921817735, + "FN": 638.3, + "FP": 393.46666666666664, + "IoU": 0.5326213131272209, + "TN": 721415.8, + "TP": 1844.7, + "n_pred": 2238.1666666666665, + "n_ref": 2483.0 + }, + "6": { + "Dice": 0.8565530287753566, + "FN": 1646.4, + "FP": 18439.333333333332, + "IoU": 0.7881956356189794, + "TN": 627940.2, + "TP": 76266.33333333333, + "n_pred": 94705.66666666667, + "n_ref": 77912.73333333334 + }, + "7": { + "Dice": 0.6931136363287242, + "FN": 6472.833333333333, + "FP": 3226.7, + "IoU": 0.6210029999407874, + "TN": 674104.8, + "TP": 40487.933333333334, + "n_pred": 43714.63333333333, + "n_ref": 46960.76666666667 + }, + "8": { + "Dice": 0.7908084398582241, + "FN": 765.5, + "FP": 676.2, + "IoU": 0.7387722974595697, + "TN": 711236.1666666666, + "TP": 11614.4, + "n_pred": 12290.6, + "n_ref": 12379.9 + }, + "9": { + "Dice": 0.7863587676029231, + "FN": 1345.0666666666666, + "FP": 862.4, + "IoU": 0.6588835015523228, + "TN": 717500.5, + "TP": 4584.3, + "n_pred": 5446.7, + "n_ref": 5929.366666666667 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0004.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0004.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9415817855002996, + "FN": 942, + "FP": 618, + "IoU": 0.8896122275686386, + "TN": 511564, + "TP": 12572, + "n_pred": 13190, + "n_ref": 13514 + }, + "10": { + "Dice": 0.843679880329095, + "FN": 430, + "FP": 197, + "IoU": 0.7296248382923674, + "TN": 523377, + "TP": 1692, + "n_pred": 1889, + "n_ref": 2122 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.959802796327212, + "FN": 2713, + "FP": 6533, + "IoU": 0.9227123404468741, + "TN": 406065, + "TP": 110385, + "n_pred": 116918, + "n_ref": 113098 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8734213713165331, + "FN": 1987, + "FP": 208, + "IoU": 0.7752866502866503, + "TN": 515928, + "TP": 7573, + "n_pred": 7781, + "n_ref": 9560 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 2758, + "FP": 0, + "IoU": 0.0, + "TN": 522938, + "TP": 0, + "n_pred": 0, + "n_ref": 2758 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0007.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0007.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9333333333333333, + "FN": 1, + "FP": 2, + "IoU": 0.875, + "TN": 876136, + "TP": 21, + "n_pred": 23, + "n_ref": 22 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 82, + "IoU": 0.0, + "TN": 876078, + "TP": 0, + "n_pred": 82, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.014423076923076924, + "FN": 410, + "FP": 0, + "IoU": 0.007263922518159807, + "TN": 875747, + "TP": 3, + "n_pred": 3, + "n_ref": 413 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.7036361083813, + "FN": 1978, + "FP": 133, + "IoU": 0.5427766948234785, + "TN": 871543, + "TP": 2506, + "n_pred": 2639, + "n_ref": 4484 + }, + "5": { + "Dice": 0.0, + "FN": 8234, + "FP": 0, + "IoU": 0.0, + "TN": 867926, + "TP": 0, + "n_pred": 0, + "n_ref": 8234 + }, + "6": { + "Dice": 0.9804957602792271, + "FN": 1651, + "FP": 2188, + "IoU": 0.9617377957621545, + "TN": 775826, + "TP": 96495, + "n_pred": 98683, + "n_ref": 98146 + }, + "7": { + "Dice": 0.9792913253623214, + "FN": 3084, + "FP": 2713, + "IoU": 0.9594229476985104, + "TN": 733296, + "TP": 137067, + "n_pred": 139780, + "n_ref": 140151 + }, + "8": { + "Dice": 0.8870387729015765, + "FN": 7146, + "FP": 6110, + "IoU": 0.7970077944351714, + "TN": 810857, + "TP": 52047, + "n_pred": 58157, + "n_ref": 59193 + }, + "9": { + "Dice": 0.8158725294928757, + "FN": 1996, + "FP": 4013, + "IoU": 0.6890073491357003, + "TN": 856838, + "TP": 13313, + "n_pred": 17326, + "n_ref": 15309 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0015.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0015.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9003085059497576, + "FN": 788, + "FP": 343, + "IoU": 0.8186918884257774, + "TN": 519458, + "TP": 5107, + "n_pred": 5450, + "n_ref": 5895 + }, + "10": { + "Dice": 0.7001666741745124, + "FN": 6117, + "FP": 7195, + "IoU": 0.5386588112978686, + "TN": 496841, + "TP": 15543, + "n_pred": 22738, + "n_ref": 21660 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.13425925925925927, + "FN": 59, + "FP": 315, + "IoU": 0.07196029776674938, + "TN": 525293, + "TP": 29, + "n_pred": 344, + "n_ref": 88 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.995957232859283, + "FN": 1228, + "FP": 151, + "IoU": 0.9919470220332748, + "TN": 354455, + "TP": 169862, + "n_pred": 170013, + "n_ref": 171090 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 17077, + "IoU": 0.0, + "TN": 508619, + "TP": 0, + "n_pred": 17077, + "n_ref": 0 + }, + "3": { + "Dice": 0.875822437789962, + "FN": 21563, + "FP": 1991, + "IoU": 0.7790783833722577, + "TN": 419079, + "TP": 83063, + "n_pred": 85054, + "n_ref": 104626 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8537748205584953, + "FN": 88, + "FP": 5494, + "IoU": 0.7448578480665509, + "TN": 503818, + "TP": 16296, + "n_pred": 21790, + "n_ref": 16384 + }, + "7": { + "Dice": 0.8744272826035615, + "FN": 7819, + "FP": 2815, + "IoU": 0.7768732033823622, + "TN": 478037, + "TP": 37025, + "n_pred": 39840, + "n_ref": 44844 + }, + "8": { + "Dice": 0.9226737912963058, + "FN": 1060, + "FP": 445, + "IoU": 0.8564479206409767, + "TN": 515212, + "TP": 8979, + "n_pred": 9424, + "n_ref": 10039 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0019.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0019.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9575400738496088, + "FN": 3084, + "FP": 2815, + "IoU": 0.9185389767313402, + "TN": 278049, + "TP": 66516, + "n_pred": 69331, + "n_ref": 69600 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0027.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0027.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.925607396258869, + "FN": 382, + "FP": 310, + "IoU": 0.8615169101460877, + "TN": 345467, + "TP": 4305, + "n_pred": 4615, + "n_ref": 4687 + }, + "7": { + "Dice": 0.9682951428560795, + "FN": 8039, + "FP": 480, + "IoU": 0.9385389010735311, + "TN": 211856, + "TP": 130089, + "n_pred": 130569, + "n_ref": 138128 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0043.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0043.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9752052283414362, + "FN": 2361, + "FP": 3861, + "IoU": 0.9516102690133068, + "TN": 1098043, + "TP": 122359, + "n_pred": 126220, + "n_ref": 124720 + }, + "10": { + "Dice": 0.0, + "FN": 30, + "FP": 0, + "IoU": 0.0, + "TN": 1226594, + "TP": 0, + "n_pred": 0, + "n_ref": 30 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6220281416787967, + "FN": 386, + "FP": 393, + "IoU": 0.45140845070422536, + "TN": 1225204, + "TP": 641, + "n_pred": 1034, + "n_ref": 1027 + }, + "13": { + "Dice": 0.8624459699974574, + "FN": 495, + "FP": 46, + "IoU": 0.7581582476531068, + "TN": 1224387, + "TP": 1696, + "n_pred": 1742, + "n_ref": 2191 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8846850026470365, + "FN": 20659, + "FP": 2212, + "IoU": 0.793215373904867, + "TN": 1116021, + "TP": 87732, + "n_pred": 89944, + "n_ref": 108391 + }, + "3": { + "Dice": 0.5760004083299306, + "FN": 512, + "FP": 16102, + "IoU": 0.4044947847593104, + "TN": 1198725, + "TP": 11285, + "n_pred": 27387, + "n_ref": 11797 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7962693862453434, + "FN": 1449, + "FP": 6262, + "IoU": 0.6615013169446883, + "TN": 1203844, + "TP": 15069, + "n_pred": 21331, + "n_ref": 16518 + }, + "6": { + "Dice": 0.9805486204211388, + "FN": 3360, + "FP": 3909, + "IoU": 0.9618395149224348, + "TN": 1036139, + "TP": 183216, + "n_pred": 187125, + "n_ref": 186576 + }, + "7": { + "Dice": 0.9685551026096652, + "FN": 6584, + "FP": 4246, + "IoU": 0.9390274798588005, + "TN": 1049003, + "TP": 166791, + "n_pred": 171037, + "n_ref": 173375 + }, + "8": { + "Dice": 0.9365176890298286, + "FN": 752, + "FP": 2451, + "IoU": 0.8806142606880615, + "TN": 1199795, + "TP": 23626, + "n_pred": 26077, + "n_ref": 24378 + }, + "9": { + "Dice": 0.8060832806957874, + "FN": 2198, + "FP": 1793, + "IoU": 0.675158717239134, + "TN": 1214338, + "TP": 8295, + "n_pred": 10088, + "n_ref": 10493 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0048.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0048.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8662857142857143, + "FN": 171, + "FP": 63, + "IoU": 0.7641129032258065, + "TN": 875168, + "TP": 758, + "n_pred": 821, + "n_ref": 929 + }, + "10": { + "Dice": 0.7104341698737059, + "FN": 12800, + "FP": 13911, + "IoU": 0.5509095800127778, + "TN": 816682, + "TP": 32767, + "n_pred": 46678, + "n_ref": 45567 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7258947978553832, + "FN": 13865, + "FP": 5051, + "IoU": 0.5697290903714487, + "TN": 832197, + "TP": 25047, + "n_pred": 30098, + "n_ref": 38912 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.11091234347048301, + "FN": 3, + "FP": 494, + "IoU": 0.058712121212121215, + "TN": 875632, + "TP": 31, + "n_pred": 525, + "n_ref": 34 + }, + "5": { + "Dice": 0.20607661822985468, + "FN": 601, + "FP": 0, + "IoU": 0.11487481590574374, + "TN": 875481, + "TP": 78, + "n_pred": 78, + "n_ref": 679 + }, + "6": { + "Dice": 0.9813957159666427, + "FN": 4327, + "FP": 5808, + "IoU": 0.9634710273165352, + "TN": 598709, + "TP": 267316, + "n_pred": 273124, + "n_ref": 271643 + }, + "7": { + "Dice": 0.9331880752626863, + "FN": 15246, + "FP": 4440, + "IoU": 0.8747446983145317, + "TN": 718993, + "TP": 137481, + "n_pred": 141921, + "n_ref": 152727 + }, + "8": { + "Dice": 0.0, + "FN": 12, + "FP": 0, + "IoU": 0.0, + "TN": 876148, + "TP": 0, + "n_pred": 0, + "n_ref": 12 + }, + "9": { + "Dice": 0.7839643652561247, + "FN": 6196, + "FP": 4377, + "IoU": 0.6446886446886447, + "TN": 846403, + "TP": 19184, + "n_pred": 23561, + "n_ref": 25380 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0049.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0049.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 345, + "IoU": 0.0, + "TN": 350119, + "TP": 0, + "n_pred": 345, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.3445752465797009, + "FN": 16480, + "FP": 0, + "IoU": 0.20814914472419757, + "TN": 329652, + "TP": 4332, + "n_pred": 4332, + "n_ref": 20812 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8860944007403979, + "FN": 3238, + "FP": 6608, + "IoU": 0.7954842863967763, + "TN": 302321, + "TP": 38297, + "n_pred": 44905, + "n_ref": 41535 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9008699170544204, + "FN": 4367, + "FP": 3473, + "IoU": 0.8196208356340879, + "TN": 307000, + "TP": 35624, + "n_pred": 39097, + "n_ref": 39991 + }, + "7": { + "Dice": 0.6606410120420046, + "FN": 59862, + "FP": 925, + "IoU": 0.49325163603017796, + "TN": 230509, + "TP": 59168, + "n_pred": 60093, + "n_ref": 119030 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0050.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0050.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7688814006299904, + "FN": 296, + "FP": 6014, + "IoU": 0.6245388551707723, + "TN": 1910746, + "TP": 10496, + "n_pred": 16510, + "n_ref": 10792 + }, + "10": { + "Dice": 0.6207905275988159, + "FN": 1977, + "FP": 8912, + "IoU": 0.4501060498939501, + "TN": 1907750, + "TP": 8913, + "n_pred": 17825, + "n_ref": 10890 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 2158, + "IoU": 0.0, + "TN": 1925394, + "TP": 0, + "n_pred": 2158, + "n_ref": 0 + }, + "12": { + "Dice": 0.021693491952414275, + "FN": 2789, + "FP": 7, + "IoU": 0.010965688008489564, + "TN": 1924725, + "TP": 31, + "n_pred": 38, + "n_ref": 2820 + }, + "13": { + "Dice": 0.48967012898070994, + "FN": 3402, + "FP": 1069, + "IoU": 0.3242140266021765, + "TN": 1920936, + "TP": 2145, + "n_pred": 3214, + "n_ref": 5547 + }, + "14": { + "Dice": 0.013485543335207935, + "FN": 169, + "FP": 169986, + "IoU": 0.006788545278371216, + "TN": 1756234, + "TP": 1163, + "n_pred": 171149, + "n_ref": 1332 + }, + "15": { + "Dice": 0.3663461538461538, + "FN": 415, + "FP": 2221, + "IoU": 0.22424955856386108, + "TN": 1924154, + "TP": 762, + "n_pred": 2983, + "n_ref": 1177 + }, + "2": { + "Dice": 0.7297141237362338, + "FN": 2087, + "FP": 23658, + "IoU": 0.5744487421071771, + "TN": 1867054, + "TP": 34753, + "n_pred": 58411, + "n_ref": 36840 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 33130, + "IoU": 0.0, + "TN": 1894422, + "TP": 0, + "n_pred": 33130, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2999, + "IoU": 0.0, + "TN": 1924553, + "TP": 0, + "n_pred": 2999, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.512939453125, + "FN": 460, + "FP": 27470, + "IoU": 0.3449351502216385, + "TN": 1884915, + "TP": 14707, + "n_pred": 42177, + "n_ref": 15167 + }, + "7": { + "Dice": 0.746219509106107, + "FN": 7234, + "FP": 42861, + "IoU": 0.595175562648996, + "TN": 1803807, + "TP": 73650, + "n_pred": 116511, + "n_ref": 80884 + }, + "8": { + "Dice": 0.8974191440705652, + "FN": 171, + "FP": 457, + "IoU": 0.8139259259259259, + "TN": 1924177, + "TP": 2747, + "n_pred": 3204, + "n_ref": 2918 + }, + "9": { + "Dice": 0.8630865989356555, + "FN": 507, + "FP": 1474, + "IoU": 0.7591489361702127, + "TN": 1919327, + "TP": 6244, + "n_pred": 7718, + "n_ref": 6751 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0052.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0052.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0054.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0054.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.80083857442348, + "FN": 167, + "FP": 23, + "IoU": 0.6678321678321678, + "TN": 349892, + "TP": 382, + "n_pred": 405, + "n_ref": 549 + }, + "10": { + "Dice": 0.8817101488867641, + "FN": 470, + "FP": 1262, + "IoU": 0.7884450958837181, + "TN": 342277, + "TP": 6455, + "n_pred": 7717, + "n_ref": 6925 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8460501937005221, + "FN": 319, + "FP": 1509, + "IoU": 0.7331776383009779, + "TN": 343613, + "TP": 5023, + "n_pred": 6532, + "n_ref": 5342 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9673073172195465, + "FN": 1252, + "FP": 927, + "IoU": 0.9366845852099376, + "TN": 316049, + "TP": 32236, + "n_pred": 33163, + "n_ref": 33488 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.7775670207384927, + "FN": 3388, + "FP": 130, + "IoU": 0.6360815144305368, + "TN": 340797, + "TP": 6149, + "n_pred": 6279, + "n_ref": 9537 + }, + "8": { + "Dice": 0.9012939001848429, + "FN": 30, + "FP": 237, + "IoU": 0.8203230148048453, + "TN": 348978, + "TP": 1219, + "n_pred": 1456, + "n_ref": 1249 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0102.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0102.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9320220841959972, + "FN": 206, + "FP": 188, + "IoU": 0.8726978998384491, + "TN": 347369, + "TP": 2701, + "n_pred": 2889, + "n_ref": 2907 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7662143577519025, + "FN": 2301, + "FP": 48697, + "IoU": 0.6210271310628748, + "TN": 215895, + "TP": 83571, + "n_pred": 132268, + "n_ref": 85872 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9586798506974002, + "FN": 516, + "FP": 115, + "IoU": 0.9206389133442334, + "TN": 342513, + "TP": 7320, + "n_pred": 7435, + "n_ref": 7836 + }, + "7": { + "Dice": 0.8327359617682198, + "FN": 245, + "FP": 35, + "IoU": 0.7134083930399181, + "TN": 349487, + "TP": 697, + "n_pred": 732, + "n_ref": 942 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0103.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0103.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8129032258064516, + "FN": 29, + "FP": 0, + "IoU": 0.6847826086956522, + "TN": 525604, + "TP": 63, + "n_pred": 63, + "n_ref": 92 + }, + "11": { + "Dice": 0.4, + "FN": 6, + "FP": 0, + "IoU": 0.25, + "TN": 525688, + "TP": 2, + "n_pred": 2, + "n_ref": 8 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 160, + "IoU": 0.0, + "TN": 525536, + "TP": 0, + "n_pred": 160, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.5461741424802111, + "FN": 0, + "FP": 344, + "IoU": 0.37568058076225047, + "TN": 525145, + "TP": 207, + "n_pred": 551, + "n_ref": 207 + }, + "6": { + "Dice": 0.9892354700023681, + "FN": 2422, + "FP": 3169, + "IoU": 0.978700222102853, + "TN": 263205, + "TP": 256900, + "n_pred": 260069, + "n_ref": 259322 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9629248197734295, + "FN": 24, + "FP": 120, + "IoU": 0.9285004965243296, + "TN": 523682, + "TP": 1870, + "n_pred": 1990, + "n_ref": 1894 + }, + "9": { + "Dice": 0.9376844494892168, + "FN": 1730, + "FP": 1564, + "IoU": 0.8826797734800726, + "TN": 497619, + "TP": 24783, + "n_pred": 26347, + "n_ref": 26513 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0104.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0104.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9141914191419142, + "FN": 435, + "FP": 865, + "IoU": 0.8419452887537994, + "TN": 342239, + "TP": 6925, + "n_pred": 7790, + "n_ref": 7360 + }, + "10": { + "Dice": 0.9006565182887237, + "FN": 1090, + "FP": 287, + "IoU": 0.8192676204226277, + "TN": 342845, + "TP": 6242, + "n_pred": 6529, + "n_ref": 7332 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7528597230583985, + "FN": 1083, + "FP": 559, + "IoU": 0.6036688390055516, + "TN": 346321, + "TP": 2501, + "n_pred": 3060, + "n_ref": 3584 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.5699384672227827, + "FN": 7087, + "FP": 23176, + "IoU": 0.39854121949280547, + "TN": 300148, + "TP": 20053, + "n_pred": 43229, + "n_ref": 27140 + }, + "15": { + "Dice": 0.7790549377350674, + "FN": 61, + "FP": 27138, + "IoU": 0.6380753416454871, + "TN": 275313, + "TP": 47952, + "n_pred": 75090, + "n_ref": 48013 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.971380987859929, + "FN": 283, + "FP": 370, + "IoU": 0.9443544951001278, + "TN": 338729, + "TP": 11082, + "n_pred": 11452, + "n_ref": 11365 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.776590330788804, + "FN": 97, + "FP": 342, + "IoU": 0.6347753743760399, + "TN": 349262, + "TP": 763, + "n_pred": 1105, + "n_ref": 860 + }, + "6": { + "Dice": 0.7623220153340635, + "FN": 388, + "FP": 46, + "IoU": 0.6159292035398231, + "TN": 349334, + "TP": 696, + "n_pred": 742, + "n_ref": 1084 + }, + "7": { + "Dice": 0.9511181253258557, + "FN": 1159, + "FP": 2310, + "IoU": 0.906792412273631, + "TN": 313246, + "TP": 33749, + "n_pred": 36059, + "n_ref": 34908 + }, + "8": { + "Dice": 0.9600030186401026, + "FN": 344, + "FP": 716, + "IoU": 0.923082504898048, + "TN": 336683, + "TP": 12721, + "n_pred": 13437, + "n_ref": 13065 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0109.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0109.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9290806321375015, + "FN": 4245, + "FP": 1903, + "IoU": 0.8675542342575239, + "TN": 829741, + "TP": 40271, + "n_pred": 42174, + "n_ref": 44516 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8421687958957851, + "FN": 1113, + "FP": 456, + "IoU": 0.727367506516073, + "TN": 870405, + "TP": 4186, + "n_pred": 4642, + "n_ref": 5299 + }, + "13": { + "Dice": 0.5162341732480883, + "FN": 19030, + "FP": 265, + "IoU": 0.347921595133491, + "TN": 846570, + "TP": 10295, + "n_pred": 10560, + "n_ref": 29325 + }, + "14": { + "Dice": 0.3053565797179799, + "FN": 15371, + "FP": 48, + "IoU": 0.18018928115695448, + "TN": 857352, + "TP": 3389, + "n_pred": 3437, + "n_ref": 18760 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8647214854111406, + "FN": 45, + "FP": 6, + "IoU": 0.7616822429906542, + "TN": 875946, + "TP": 163, + "n_pred": 169, + "n_ref": 208 + }, + "3": { + "Dice": 0.9655101621843564, + "FN": 255, + "FP": 417, + "IoU": 0.9333201031950784, + "TN": 866082, + "TP": 9406, + "n_pred": 9823, + "n_ref": 9661 + }, + "4": { + "Dice": 0.8383647798742139, + "FN": 2418, + "FP": 7348, + "IoU": 0.721710882512182, + "TN": 841067, + "TP": 25327, + "n_pred": 32675, + "n_ref": 27745 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9869721010635253, + "FN": 1165, + "FP": 3387, + "IoU": 0.9742792889511691, + "TN": 699182, + "TP": 172426, + "n_pred": 175813, + "n_ref": 173591 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1472, + "IoU": 0.0, + "TN": 874688, + "TP": 0, + "n_pred": 1472, + "n_ref": 0 + }, + "8": { + "Dice": 0.9438202247191011, + "FN": 13, + "FP": 12, + "IoU": 0.8936170212765957, + "TN": 875925, + "TP": 210, + "n_pred": 222, + "n_ref": 223 + }, + "9": { + "Dice": 0.7939473481046861, + "FN": 2499, + "FP": 170, + "IoU": 0.6583023940596594, + "TN": 868349, + "TP": 5142, + "n_pred": 5312, + "n_ref": 7641 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0131.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0131.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.7712935244997636, + "FN": 8049, + "FP": 6467, + "IoU": 0.6277280537532378, + "TN": 486703, + "TP": 24477, + "n_pred": 30944, + "n_ref": 32526 + }, + "15": { + "Dice": 0.7001887504718762, + "FN": 27772, + "FP": 3996, + "IoU": 0.5386849442379182, + "TN": 456832, + "TP": 37096, + "n_pred": 41092, + "n_ref": 64868 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.7015448526548098, + "FN": 48, + "FP": 2251, + "IoU": 0.5402919416116777, + "TN": 520695, + "TP": 2702, + "n_pred": 4953, + "n_ref": 2750 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0160.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0160.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.7563703447480687, + "FN": 574, + "FP": 1539, + "IoU": 0.6081958093825329, + "TN": 870767, + "TP": 3280, + "n_pred": 4819, + "n_ref": 3854 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9619138810684121, + "FN": 892, + "FP": 1773, + "IoU": 0.9266224290316364, + "TN": 839841, + "TP": 33654, + "n_pred": 35427, + "n_ref": 34546 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 1535, + "FP": 0, + "IoU": 0.0, + "TN": 874625, + "TP": 0, + "n_pred": 0, + "n_ref": 1535 + }, + "6": { + "Dice": 0.9840434851617398, + "FN": 3355, + "FP": 4386, + "IoU": 0.9685881932834488, + "TN": 629724, + "TP": 238695, + "n_pred": 243081, + "n_ref": 242050 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9694293847799678, + "FN": 3012, + "FP": 360, + "IoU": 0.9406724492847969, + "TN": 819323, + "TP": 53465, + "n_pred": 53825, + "n_ref": 56477 + }, + "9": { + "Dice": 0.7867571457947768, + "FN": 661, + "FP": 376, + "IoU": 0.6484745762711864, + "TN": 873210, + "TP": 1913, + "n_pred": 2289, + "n_ref": 2574 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0190.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0190.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8326991374936581, + "FN": 682, + "FP": 4594, + "IoU": 0.7133543409757688, + "TN": 332058, + "TP": 13130, + "n_pred": 17724, + "n_ref": 13812 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7766450417052827, + "FN": 1171, + "FP": 34, + "IoU": 0.6348484848484849, + "TN": 347164, + "TP": 2095, + "n_pred": 2129, + "n_ref": 3266 + }, + "13": { + "Dice": 0.5172413793103449, + "FN": 37, + "FP": 19, + "IoU": 0.3488372093023256, + "TN": 350378, + "TP": 30, + "n_pred": 49, + "n_ref": 67 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9571799740181872, + "FN": 445, + "FP": 1269, + "IoU": 0.9178764793253797, + "TN": 329593, + "TP": 19157, + "n_pred": 20426, + "n_ref": 19602 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8882151479422828, + "FN": 1431, + "FP": 560, + "IoU": 0.7989092010907989, + "TN": 340563, + "TP": 7910, + "n_pred": 8470, + "n_ref": 9341 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9711153776023511, + "FN": 640, + "FP": 2053, + "IoU": 0.9438525530096116, + "TN": 302501, + "TP": 45270, + "n_pred": 47323, + "n_ref": 45910 + }, + "9": { + "Dice": 0.7786032689450223, + "FN": 136, + "FP": 13, + "IoU": 0.6374695863746959, + "TN": 350053, + "TP": 262, + "n_pred": 275, + "n_ref": 398 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0199.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0199.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8722406496625872, + "FN": 695, + "FP": 422, + "IoU": 0.7734279918864098, + "TN": 345534, + "TP": 3813, + "n_pred": 4235, + "n_ref": 4508 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6468172484599589, + "FN": 99, + "FP": 245, + "IoU": 0.4779969650986343, + "TN": 349805, + "TP": 315, + "n_pred": 560, + "n_ref": 414 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 4260, + "IoU": 0.0, + "TN": 346204, + "TP": 0, + "n_pred": 4260, + "n_ref": 0 + }, + "15": { + "Dice": 0.7006106408441134, + "FN": 68054, + "FP": 243, + "IoU": 0.5391845299543213, + "TN": 202255, + "TP": 79912, + "n_pred": 80155, + "n_ref": 147966 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8274140909963524, + "FN": 916, + "FP": 882, + "IoU": 0.7056319580877538, + "TN": 344356, + "TP": 4310, + "n_pred": 5192, + "n_ref": 5226 + }, + "6": { + "Dice": 0.9496988637043955, + "FN": 2704, + "FP": 1497, + "IoU": 0.9042157823935795, + "TN": 306605, + "TP": 39658, + "n_pred": 41155, + "n_ref": 42362 + }, + "7": { + "Dice": 0.9427469103963358, + "FN": 942, + "FP": 1833, + "IoU": 0.8916946374209663, + "TN": 324842, + "TP": 22847, + "n_pred": 24680, + "n_ref": 23789 + }, + "8": { + "Dice": 0.9608727419314202, + "FN": 707, + "FP": 846, + "IoU": 0.9246920764232374, + "TN": 329842, + "TP": 19069, + "n_pred": 19915, + "n_ref": 19776 + }, + "9": { + "Dice": 0.9217638691322901, + "FN": 28, + "FP": 27, + "IoU": 0.8548812664907651, + "TN": 350085, + "TP": 324, + "n_pred": 351, + "n_ref": 352 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0230.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0230.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9839402427637721, + "FN": 1353, + "FP": 2431, + "IoU": 0.9683881639404521, + "TN": 2508778, + "TP": 115918, + "n_pred": 118349, + "n_ref": 117271 + }, + "10": { + "Dice": 0.27293064876957496, + "FN": 1180, + "FP": 2720, + "IoU": 0.15803108808290156, + "TN": 2623848, + "TP": 732, + "n_pred": 3452, + "n_ref": 1912 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.5771203996914921, + "FN": 9205, + "FP": 151444, + "IoU": 0.4056003048791768, + "TN": 2358209, + "TP": 109622, + "n_pred": 261066, + "n_ref": 118827 + }, + "15": { + "Dice": 0.94180815556523, + "FN": 285, + "FP": 517, + "IoU": 0.890016456390565, + "TN": 2621188, + "TP": 6490, + "n_pred": 7007, + "n_ref": 6775 + }, + "2": { + "Dice": 0.9687250106161797, + "FN": 3720, + "FP": 1951, + "IoU": 0.9393469448871111, + "TN": 2534981, + "TP": 87828, + "n_pred": 89779, + "n_ref": 91548 + }, + "3": { + "Dice": 0.955239194562011, + "FN": 299, + "FP": 50, + "IoU": 0.91431377363123, + "TN": 2624407, + "TP": 3724, + "n_pred": 3774, + "n_ref": 4023 + }, + "4": { + "Dice": 0.4730743012951602, + "FN": 2075, + "FP": 1790, + "IoU": 0.3098214285714286, + "TN": 2622880, + "TP": 1735, + "n_pred": 3525, + "n_ref": 3810 + }, + "5": { + "Dice": 0.8560941271118262, + "FN": 3905, + "FP": 1819, + "IoU": 0.7483956043956044, + "TN": 2605730, + "TP": 17026, + "n_pred": 18845, + "n_ref": 20931 + }, + "6": { + "Dice": 0.9285302734700869, + "FN": 6077, + "FP": 26050, + "IoU": 0.8665949680885962, + "TN": 2387657, + "TP": 208696, + "n_pred": 234746, + "n_ref": 214773 + }, + "7": { + "Dice": 0.9183997723446133, + "FN": 9361, + "FP": 14726, + "IoU": 0.8491120368340276, + "TN": 2468845, + "TP": 135548, + "n_pred": 150274, + "n_ref": 144909 + }, + "8": { + "Dice": 0.974205938838824, + "FN": 721, + "FP": 152, + "IoU": 0.9497090846246904, + "TN": 2611121, + "TP": 16486, + "n_pred": 16638, + "n_ref": 17207 + }, + "9": { + "Dice": 0.7900287631831256, + "FN": 125, + "FP": 751, + "IoU": 0.652931854199683, + "TN": 2625956, + "TP": 1648, + "n_pred": 2399, + "n_ref": 1773 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0242.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0242.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8641505605438036, + "FN": 1474, + "FP": 3882, + "IoU": 0.7607967486936715, + "TN": 503305, + "TP": 17035, + "n_pred": 20917, + "n_ref": 18509 + }, + "15": { + "Dice": 0.8230944984981902, + "FN": 5633, + "FP": 1258, + "IoU": 0.6993717825669662, + "TN": 502774, + "TP": 16031, + "n_pred": 17289, + "n_ref": 21664 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8584083862394802, + "FN": 698, + "FP": 1220, + "IoU": 0.7519399896533885, + "TN": 517964, + "TP": 5814, + "n_pred": 7034, + "n_ref": 6512 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9769477761299333, + "FN": 780, + "FP": 821, + "IoU": 0.9549344142318302, + "TN": 490170, + "TP": 33925, + "n_pred": 34746, + "n_ref": 34705 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0249.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0249.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9133372695663583, + "FN": 702, + "FP": 619, + "IoU": 0.8404974643805844, + "TN": 692646, + "TP": 6961, + "n_pred": 7580, + "n_ref": 7663 + }, + "15": { + "Dice": 0.39638101385751023, + "FN": 115370, + "FP": 584, + "IoU": 0.24717904769324658, + "TN": 546902, + "TP": 38072, + "n_pred": 38656, + "n_ref": 153442 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 395, + "IoU": 0.0, + "TN": 700533, + "TP": 0, + "n_pred": 395, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9548634133404058, + "FN": 3370, + "FP": 2076, + "IoU": 0.9136254777878225, + "TN": 637877, + "TP": 57605, + "n_pred": 59681, + "n_ref": 60975 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.947365307541003, + "FN": 1400, + "FP": 2159, + "IoU": 0.899994380128133, + "TN": 665340, + "TP": 32029, + "n_pred": 34188, + "n_ref": 33429 + }, + "7": { + "Dice": 0.014989293361884369, + "FN": 72, + "FP": 848, + "IoU": 0.007551240560949299, + "TN": 700001, + "TP": 7, + "n_pred": 855, + "n_ref": 79 + }, + "8": { + "Dice": 0.8820224719101124, + "FN": 1598, + "FP": 208, + "IoU": 0.7889447236180904, + "TN": 692371, + "TP": 6751, + "n_pred": 6959, + "n_ref": 8349 + }, + "9": { + "Dice": 0.5466176235407004, + "FN": 1067, + "FP": 4603, + "IoU": 0.37610035211267606, + "TN": 691840, + "TP": 3418, + "n_pred": 8021, + "n_ref": 4485 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0273.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0273.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9362887984881002, + "FN": 1933, + "FP": 4034, + "IoU": 0.8802095880510721, + "TN": 125420, + "TP": 43845, + "n_pred": 47879, + "n_ref": 45778 + }, + "10": { + "Dice": 0.0, + "FN": 1088, + "FP": 0, + "IoU": 0.0, + "TN": 174144, + "TP": 0, + "n_pred": 0, + "n_ref": 1088 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.95936325884912, + "FN": 566, + "FP": 256, + "IoU": 0.9219002375296912, + "TN": 164707, + "TP": 9703, + "n_pred": 9959, + "n_ref": 10269 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0281.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0281.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8629201680672269, + "FN": 2298, + "FP": 10230, + "IoU": 0.7588914549653579, + "TN": 1349896, + "TP": 39432, + "n_pred": 49662, + "n_ref": 41730 + }, + "11": { + "Dice": 0.4528301886792453, + "FN": 52, + "FP": 6, + "IoU": 0.2926829268292683, + "TN": 1401774, + "TP": 24, + "n_pred": 30, + "n_ref": 76 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9303768169613925, + "FN": 1124, + "FP": 380, + "IoU": 0.8698173634553795, + "TN": 1390303, + "TP": 10049, + "n_pred": 10429, + "n_ref": 11173 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9081252243710707, + "FN": 15094, + "FP": 4868, + "IoU": 0.8317118818391812, + "TN": 1283238, + "TP": 98656, + "n_pred": 103524, + "n_ref": 113750 + }, + "3": { + "Dice": 0.9112980504227335, + "FN": 4421, + "FP": 16499, + "IoU": 0.8370500767235537, + "TN": 1273473, + "TP": 107463, + "n_pred": 123962, + "n_ref": 111884 + }, + "4": { + "Dice": 0.8989272098590301, + "FN": 631, + "FP": 1649, + "IoU": 0.8164103389966986, + "TN": 1389437, + "TP": 10139, + "n_pred": 11788, + "n_ref": 10770 + }, + "5": { + "Dice": 0.9272992046600201, + "FN": 281, + "FP": 368, + "IoU": 0.864452798663325, + "TN": 1397068, + "TP": 4139, + "n_pred": 4507, + "n_ref": 4420 + }, + "6": { + "Dice": 0.9679757089394992, + "FN": 6612, + "FP": 11170, + "IoU": 0.9379388812106491, + "TN": 1115332, + "TP": 268742, + "n_pred": 279912, + "n_ref": 275354 + }, + "7": { + "Dice": 0.7646616258511079, + "FN": 1807, + "FP": 10705, + "IoU": 0.6189896160053595, + "TN": 1369017, + "TP": 20327, + "n_pred": 31032, + "n_ref": 22134 + }, + "8": { + "Dice": 0.897119341563786, + "FN": 29, + "FP": 71, + "IoU": 0.8134328358208955, + "TN": 1401320, + "TP": 436, + "n_pred": 507, + "n_ref": 465 + }, + "9": { + "Dice": 0.8536779924111763, + "FN": 8417, + "FP": 5157, + "IoU": 0.7447104624701435, + "TN": 1348685, + "TP": 39597, + "n_pred": 44754, + "n_ref": 48014 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0282.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0282.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 14953, + "IoU": 0.0, + "TN": 510743, + "TP": 0, + "n_pred": 14953, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8932047605067637, + "FN": 7938, + "FP": 1520, + "IoU": 0.807018975719241, + "TN": 476686, + "TP": 39552, + "n_pred": 41072, + "n_ref": 47490 + }, + "15": { + "Dice": 0.47156608806587547, + "FN": 25424, + "FP": 1914, + "IoU": 0.3085289356535815, + "TN": 486160, + "TP": 12198, + "n_pred": 14112, + "n_ref": 37622 + }, + "2": { + "Dice": 0.4, + "FN": 0, + "FP": 3, + "IoU": 0.25, + "TN": 525692, + "TP": 1, + "n_pred": 4, + "n_ref": 1 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.44990898151862024, + "FN": 80, + "FP": 35578, + "IoU": 0.2902468152866242, + "TN": 475456, + "TP": 14582, + "n_pred": 50160, + "n_ref": 14662 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 60, + "IoU": 0.0, + "TN": 525636, + "TP": 0, + "n_pred": 60, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0296.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0296.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8827181038100337, + "FN": 1735, + "FP": 6370, + "IoU": 0.7900585401232969, + "TN": 311858, + "TP": 30501, + "n_pred": 36871, + "n_ref": 32236 + }, + "15": { + "Dice": 0.7647139808632202, + "FN": 5479, + "FP": 1357, + "IoU": 0.6190582334912231, + "TN": 332519, + "TP": 11109, + "n_pred": 12466, + "n_ref": 16588 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 35, + "IoU": 0.0, + "TN": 350429, + "TP": 0, + "n_pred": 35, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0299.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0299.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9845051190855267, + "FN": 873, + "FP": 1998, + "IoU": 0.969483093995472, + "TN": 2008705, + "TP": 91208, + "n_pred": 93206, + "n_ref": 92081 + }, + "10": { + "Dice": 0.014122035704769519, + "FN": 6, + "FP": 7394, + "IoU": 0.007111230377029384, + "TN": 2095331, + "TP": 53, + "n_pred": 7447, + "n_ref": 59 + }, + "11": { + "Dice": 0.7098839535814325, + "FN": 1009, + "FP": 1166, + "IoU": 0.5502481389578163, + "TN": 2097948, + "TP": 2661, + "n_pred": 3827, + "n_ref": 3670 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 13, + "FP": 6658, + "IoU": 0.0, + "TN": 2096113, + "TP": 0, + "n_pred": 6658, + "n_ref": 13 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 209205, + "IoU": 0.0, + "TN": 1893579, + "TP": 0, + "n_pred": 209205, + "n_ref": 0 + }, + "15": { + "Dice": 0.0678576716182204, + "FN": 140, + "FP": 75412, + "IoU": 0.03512043115118388, + "TN": 2024482, + "TP": 2750, + "n_pred": 78162, + "n_ref": 2890 + }, + "2": { + "Dice": 0.9735631447427436, + "FN": 612, + "FP": 1451, + "IoU": 0.9484881020749582, + "TN": 2062735, + "TP": 37986, + "n_pred": 39437, + "n_ref": 38598 + }, + "3": { + "Dice": 0.9295426452410384, + "FN": 179, + "FP": 163, + "IoU": 0.8683602771362586, + "TN": 2100186, + "TP": 2256, + "n_pred": 2419, + "n_ref": 2435 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.2971405451522961, + "FN": 566, + "FP": 398985, + "IoU": 0.17449504966860052, + "TN": 1618776, + "TP": 84457, + "n_pred": 483442, + "n_ref": 85023 + }, + "7": { + "Dice": 0.7221950222747339, + "FN": 63639, + "FP": 5018, + "IoU": 0.5651840733633525, + "TN": 1944885, + "TP": 89242, + "n_pred": 94260, + "n_ref": 152881 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 114, + "IoU": 0.0, + "TN": 2102670, + "TP": 0, + "n_pred": 114, + "n_ref": 0 + }, + "9": { + "Dice": 0.7111111111111111, + "FN": 3, + "FP": 192, + "IoU": 0.5517241379310345, + "TN": 2102349, + "TP": 240, + "n_pred": 432, + "n_ref": 243 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0350.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0350.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7432216905901117, + "FN": 156, + "FP": 166, + "IoU": 0.5913705583756346, + "TN": 349676, + "TP": 466, + "n_pred": 632, + "n_ref": 622 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7923904052936311, + "FN": 90, + "FP": 161, + "IoU": 0.6561643835616439, + "TN": 349734, + "TP": 479, + "n_pred": 640, + "n_ref": 569 + }, + "7": { + "Dice": 0.9827851253319104, + "FN": 4530, + "FP": 890, + "IoU": 0.9661529238378338, + "TN": 190332, + "TP": 154712, + "n_pred": 155602, + "n_ref": 159242 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0402.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0402.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9613958954886538, + "FN": 181, + "FP": 246, + "IoU": 0.9256615598885793, + "TN": 1045648, + "TP": 5317, + "n_pred": 5563, + "n_ref": 5498 + }, + "10": { + "Dice": 0.6958325103693462, + "FN": 2585, + "FP": 495, + "IoU": 0.5335453581705285, + "TN": 1044789, + "TP": 3523, + "n_pred": 4018, + "n_ref": 6108 + }, + "11": { + "Dice": 0.7936507936507936, + "FN": 232, + "FP": 509, + "IoU": 0.6578947368421053, + "TN": 1049226, + "TP": 1425, + "n_pred": 1934, + "n_ref": 1657 + }, + "12": { + "Dice": 0.8550831490128614, + "FN": 544, + "FP": 1225, + "IoU": 0.7468517458500287, + "TN": 1044404, + "TP": 5219, + "n_pred": 6444, + "n_ref": 5763 + }, + "13": { + "Dice": 0.9534351145038168, + "FN": 71, + "FP": 51, + "IoU": 0.9110138584974471, + "TN": 1050021, + "TP": 1249, + "n_pred": 1300, + "n_ref": 1320 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9442891381609042, + "FN": 9716, + "FP": 4533, + "IoU": 0.8944581061863001, + "TN": 916384, + "TP": 120759, + "n_pred": 125292, + "n_ref": 130475 + }, + "3": { + "Dice": 0.8937463898093819, + "FN": 1670, + "FP": 8815, + "IoU": 0.807903704517973, + "TN": 996810, + "TP": 44097, + "n_pred": 52912, + "n_ref": 45767 + }, + "4": { + "Dice": 0.9605396168287282, + "FN": 555, + "FP": 6003, + "IoU": 0.9240752532561505, + "TN": 965017, + "TP": 79817, + "n_pred": 85820, + "n_ref": 80372 + }, + "5": { + "Dice": 0.847457627118644, + "FN": 2, + "FP": 7, + "IoU": 0.7352941176470589, + "TN": 1051358, + "TP": 25, + "n_pred": 32, + "n_ref": 27 + }, + "6": { + "Dice": 0.9642975414235306, + "FN": 7395, + "FP": 17617, + "IoU": 0.9310565340830783, + "TN": 688602, + "TP": 337778, + "n_pred": 355395, + "n_ref": 345173 + }, + "7": { + "Dice": 0.5582067968185105, + "FN": 608, + "FP": 3, + "IoU": 0.38716148445336007, + "TN": 1050395, + "TP": 386, + "n_pred": 389, + "n_ref": 994 + }, + "8": { + "Dice": 0.904487917146145, + "FN": 36, + "FP": 47, + "IoU": 0.8256302521008403, + "TN": 1050916, + "TP": 393, + "n_pred": 440, + "n_ref": 429 + }, + "9": { + "Dice": 0.6198244003483746, + "FN": 14789, + "FP": 1362, + "IoU": 0.44909097110891294, + "TN": 1022075, + "TP": 13166, + "n_pred": 14528, + "n_ref": 27955 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0403.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0403.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": 0.6571012952219644, + "FN": 4614.173333333334, + "FP": 2724.4044444444444, + "IoU": 0.5809316852215117, + "TN": 740243.6422222222, + "TP": 17597.51333333334, + "n_pred": 20321.917777777777, + "n_ref": 22211.68666666667 + }, + "mean": { + "1": { + "Dice": 0.828262417502554, + "FN": 1596.1, + "FP": 2512.4333333333334, + "IoU": 0.7483799591159916, + "TN": 741099.5, + "TP": 19971.7, + "n_pred": 22484.133333333335, + "n_ref": 21567.8 + }, + "10": { + "Dice": 0.6510390193543989, + "FN": 4795.933333333333, + "FP": 2403.8333333333335, + "IoU": 0.555954926072604, + "TN": 746055.9, + "TP": 11924.066666666668, + "n_pred": 14327.9, + "n_ref": 16720.0 + }, + "11": { + "Dice": 0.5433610741894694, + "FN": 293.1, + "FP": 92.63333333333334, + "IoU": 0.43877666856416525, + "TN": 764210.6333333333, + "TP": 583.3666666666667, + "n_pred": 676.0, + "n_ref": 876.4666666666667 + }, + "12": { + "Dice": 0.4849177036161883, + "FN": 351.03333333333336, + "FP": 244.46666666666667, + "IoU": 0.3692907343252389, + "TN": 763779.9333333333, + "TP": 804.3, + "n_pred": 1048.7666666666667, + "n_ref": 1155.3333333333333 + }, + "13": { + "Dice": 0.5278926901153557, + "FN": 1624.5666666666666, + "FP": 1293.6, + "IoU": 0.44532289274676085, + "TN": 756254.2333333333, + "TP": 6007.333333333333, + "n_pred": 7300.933333333333, + "n_ref": 7631.9 + }, + "14": { + "Dice": 0.6352152244960242, + "FN": 668.6, + "FP": 4432.366666666667, + "IoU": 0.5908831179857758, + "TN": 744435.2, + "TP": 15643.566666666668, + "n_pred": 20075.933333333334, + "n_ref": 16312.166666666666 + }, + "15": { + "Dice": 0.2873231782054234, + "FN": 1733.0666666666666, + "FP": 4012.2, + "IoU": 0.23561880750385647, + "TN": 754755.3333333334, + "TP": 4679.133333333333, + "n_pred": 8691.333333333334, + "n_ref": 6412.2 + }, + "2": { + "Dice": 0.6865465516025454, + "FN": 13517.366666666667, + "FP": 742.8666666666667, + "IoU": 0.6256258595541161, + "TN": 730220.1333333333, + "TP": 20699.366666666665, + "n_pred": 21442.233333333334, + "n_ref": 34216.73333333333 + }, + "3": { + "Dice": 0.6524732602584967, + "FN": 7811.3, + "FP": 11220.4, + "IoU": 0.6011365754118172, + "TN": 723138.7333333333, + "TP": 23009.3, + "n_pred": 34229.7, + "n_ref": 30820.6 + }, + "4": { + "Dice": 0.5847985930624795, + "FN": 433.1, + "FP": 889.0, + "IoU": 0.517080903306554, + "TN": 757562.5666666667, + "TP": 6295.066666666667, + "n_pred": 7184.066666666667, + "n_ref": 6728.166666666667 + }, + "5": { + "Dice": 0.6089394074635173, + "FN": 752.0333333333333, + "FP": 383.26666666666665, + "IoU": 0.5248976509601073, + "TN": 761537.7666666667, + "TP": 2506.6666666666665, + "n_pred": 2889.9333333333334, + "n_ref": 3258.7 + }, + "6": { + "Dice": 0.889298403193219, + "FN": 27774.766666666666, + "FP": 2363.4333333333334, + "IoU": 0.8273067749996486, + "TN": 647236.5333333333, + "TP": 87805.0, + "n_pred": 90168.43333333333, + "n_ref": 115579.76666666666 + }, + "7": { + "Dice": 0.6980113388616295, + "FN": 6233.166666666667, + "FP": 8895.6, + "IoU": 0.6034576977471643, + "TN": 709925.0, + "TP": 40125.96666666667, + "n_pred": 49021.566666666666, + "n_ref": 46359.13333333333 + }, + "8": { + "Dice": 0.912440233609679, + "FN": 870.0, + "FP": 504.6333333333333, + "IoU": 0.8500751182971813, + "TN": 748786.2, + "TP": 15018.9, + "n_pred": 15523.533333333333, + "n_ref": 15888.9 + }, + "9": { + "Dice": 0.8660003327984839, + "FN": 758.4666666666667, + "FP": 875.3333333333334, + "IoU": 0.7801675917316935, + "TN": 754656.9666666667, + "TP": 8888.966666666667, + "n_pred": 9764.3, + "n_ref": 9647.433333333332 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.960535157550625, + "FN": 4276, + "FP": 2243, + "IoU": 0.924066999021572, + "TN": 615076, + "TP": 79333, + "n_pred": 81576, + "n_ref": 83609 + }, + "10": { + "Dice": 0.0, + "FN": 120, + "FP": 30, + "IoU": 0.0, + "TN": 700778, + "TP": 0, + "n_pred": 30, + "n_ref": 120 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.342728297632469, + "FN": 579, + "FP": 4, + "IoU": 0.20680272108843537, + "TN": 700193, + "TP": 152, + "n_pred": 156, + "n_ref": 731 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8734241048915784, + "FN": 301, + "FP": 201, + "IoU": 0.7752909579230081, + "TN": 698694, + "TP": 1732, + "n_pred": 1933, + "n_ref": 2033 + }, + "3": { + "Dice": 0.05534758091266644, + "FN": 985, + "FP": 38885, + "IoU": 0.02846142599541888, + "TN": 659890, + "TP": 1168, + "n_pred": 40053, + "n_ref": 2153 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9690849201482534, + "FN": 9106, + "FP": 2288, + "IoU": 0.940024003031962, + "TN": 510952, + "TP": 178582, + "n_pred": 180870, + "n_ref": 187688 + }, + "7": { + "Dice": 0.864232807168419, + "FN": 15561, + "FP": 4015, + "IoU": 0.760924256857429, + "TN": 619046, + "TP": 62306, + "n_pred": 66321, + "n_ref": 77867 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0001.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0001.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9726779216130764, + "FN": 798, + "FP": 1950, + "IoU": 0.9468091283897567, + "TN": 474033, + "TP": 48915, + "n_pred": 50865, + "n_ref": 49713 + }, + "10": { + "Dice": 0.7890762894685233, + "FN": 2993, + "FP": 1309, + "IoU": 0.6516317110697223, + "TN": 513347, + "TP": 8047, + "n_pred": 9356, + "n_ref": 11040 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 2907, + "FP": 17, + "IoU": 0.0, + "TN": 522772, + "TP": 0, + "n_pred": 17, + "n_ref": 2907 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 453, + "IoU": 0.0, + "TN": 525243, + "TP": 0, + "n_pred": 453, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8996970180194547, + "FN": 1127, + "FP": 760, + "IoU": 0.8176811594202898, + "TN": 515346, + "TP": 8463, + "n_pred": 9223, + "n_ref": 9590 + }, + "7": { + "Dice": 0.8459914238142633, + "FN": 81027, + "FP": 1758, + "IoU": 0.7330893732267217, + "TN": 215536, + "TP": 227375, + "n_pred": 229133, + "n_ref": 308402 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0011.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0011.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8227548064261259, + "FN": 391, + "FP": 282, + "IoU": 0.6988814317673379, + "TN": 172997, + "TP": 1562, + "n_pred": 1844, + "n_ref": 1953 + }, + "6": { + "Dice": 0.9523820472730617, + "FN": 2797, + "FP": 5487, + "IoU": 0.909092904330268, + "TN": 84106, + "TP": 82842, + "n_pred": 88329, + "n_ref": 85639 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 175, + "IoU": 0.0, + "TN": 175057, + "TP": 0, + "n_pred": 175, + "n_ref": 0 + }, + "8": { + "Dice": 0.890145747226452, + "FN": 121, + "FP": 384, + "IoU": 0.8020384163073304, + "TN": 172681, + "TP": 2046, + "n_pred": 2430, + "n_ref": 2167 + }, + "9": { + "Dice": 0.8480109844006255, + "FN": 4983, + "FP": 2987, + "IoU": 0.736127665209906, + "TN": 145028, + "TP": 22234, + "n_pred": 25221, + "n_ref": 27217 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0014.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0014.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.6046789745122954, + "FN": 5204, + "FP": 85, + "IoU": 0.4333619027212342, + "TN": 341130, + "TP": 4045, + "n_pred": 4130, + "n_ref": 9249 + }, + "9": { + "Dice": 0.8366629375099888, + "FN": 339, + "FP": 1705, + "IoU": 0.7191921967303201, + "TN": 343185, + "TP": 5235, + "n_pred": 6940, + "n_ref": 5574 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0017.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0017.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0035.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0035.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 350463, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "14": { + "Dice": 0.9466013698860672, + "FN": 1167, + "FP": 2006, + "IoU": 0.8986164808128575, + "TN": 319167, + "TP": 28124, + "n_pred": 30130, + "n_ref": 29291 + }, + "15": { + "Dice": 0.8738291610652908, + "FN": 12892, + "FP": 4471, + "IoU": 0.7759294867658636, + "TN": 272975, + "TP": 60126, + "n_pred": 64597, + "n_ref": 73018 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8916278802505315, + "FN": 754, + "FP": 3018, + "IoU": 0.8044481310591529, + "TN": 331175, + "TP": 15517, + "n_pred": 18535, + "n_ref": 16271 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9659784989916869, + "FN": 3254, + "FP": 1436, + "IoU": 0.9341957570995623, + "TN": 279192, + "TP": 66582, + "n_pred": 68018, + "n_ref": 69836 + }, + "7": { + "Dice": 0.7463672391017173, + "FN": 160, + "FP": 224, + "IoU": 0.59536354056902, + "TN": 349515, + "TP": 565, + "n_pred": 789, + "n_ref": 725 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0066.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0066.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8384511333324906, + "FN": 1985, + "FP": 10794, + "IoU": 0.7218388803029974, + "TN": 830219, + "TP": 33162, + "n_pred": 43956, + "n_ref": 35147 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.4169381107491857, + "FN": 345, + "FP": 13, + "IoU": 0.26337448559670784, + "TN": 875674, + "TP": 128, + "n_pred": 141, + "n_ref": 473 + }, + "13": { + "Dice": 0.5744443064696386, + "FN": 3062, + "FP": 365, + "IoU": 0.4029616724738676, + "TN": 870420, + "TP": 2313, + "n_pred": 2678, + "n_ref": 5375 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9315646162278763, + "FN": 8647, + "FP": 6835, + "IoU": 0.8718960738074553, + "TN": 755305, + "TP": 105373, + "n_pred": 112208, + "n_ref": 114020 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 24, + "IoU": 0.0, + "TN": 876136, + "TP": 0, + "n_pred": 24, + "n_ref": 0 + }, + "6": { + "Dice": 0.9087293131614461, + "FN": 1660, + "FP": 910, + "IoU": 0.832725852642541, + "TN": 860796, + "TP": 12794, + "n_pred": 13704, + "n_ref": 14454 + }, + "7": { + "Dice": 0.8889574812871364, + "FN": 776, + "FP": 2102, + "IoU": 0.8001111265453535, + "TN": 861762, + "TP": 11520, + "n_pred": 13622, + "n_ref": 12296 + }, + "8": { + "Dice": 0.8462243962091104, + "FN": 278, + "FP": 225, + "IoU": 0.7334393216746158, + "TN": 874273, + "TP": 1384, + "n_pred": 1609, + "n_ref": 1662 + }, + "9": { + "Dice": 0.8752053829903763, + "FN": 848, + "FP": 747, + "IoU": 0.7781023928770172, + "TN": 868972, + "TP": 5593, + "n_pred": 6340, + "n_ref": 6441 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0072.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0072.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 66, + "FP": 41105, + "IoU": 0.0, + "TN": 309293, + "TP": 0, + "n_pred": 41105, + "n_ref": 66 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 34556, + "IoU": 0.0, + "TN": 315908, + "TP": 0, + "n_pred": 34556, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0075.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0075.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6671050900960147, + "FN": 4361, + "FP": 701, + "IoU": 0.5004933885928557, + "TN": 340330, + "TP": 5072, + "n_pred": 5773, + "n_ref": 9433 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.83160214038401, + "FN": 656, + "FP": 949, + "IoU": 0.7117456896551724, + "TN": 344896, + "TP": 3963, + "n_pred": 4912, + "n_ref": 4619 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9731549319679783, + "FN": 408, + "FP": 541, + "IoU": 0.9477134986225896, + "TN": 332314, + "TP": 17201, + "n_pred": 17742, + "n_ref": 17609 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.9545055866986996, + "FN": 521, + "FP": 672, + "IoU": 0.9129705281587395, + "TN": 336756, + "TP": 12515, + "n_pred": 13187, + "n_ref": 13036 + }, + "8": { + "Dice": 0.8431237042156186, + "FN": 26, + "FP": 201, + "IoU": 0.7287933094384708, + "TN": 349627, + "TP": 610, + "n_pred": 811, + "n_ref": 636 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0118.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0118.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7341942653174617, + "FN": 14632, + "FP": 1155, + "IoU": 0.5800212822559191, + "TN": 488106, + "TP": 21803, + "n_pred": 22958, + "n_ref": 36435 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7862000124773847, + "FN": 4473, + "FP": 9235, + "IoU": 0.647717927631579, + "TN": 486784, + "TP": 25204, + "n_pred": 34439, + "n_ref": 29677 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.30407343660355707, + "FN": 352, + "FP": 2074, + "IoU": 0.17929634641407308, + "TN": 522740, + "TP": 530, + "n_pred": 2604, + "n_ref": 882 + }, + "3": { + "Dice": 0.548347449376947, + "FN": 73779, + "FP": 451, + "IoU": 0.37774014804134426, + "TN": 406405, + "TP": 45061, + "n_pred": 45512, + "n_ref": 118840 + }, + "4": { + "Dice": 0.61, + "FN": 78, + "FP": 0, + "IoU": 0.43884892086330934, + "TN": 525557, + "TP": 61, + "n_pred": 61, + "n_ref": 139 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.934568594422609, + "FN": 2889, + "FP": 607, + "IoU": 0.877173874855075, + "TN": 497233, + "TP": 24967, + "n_pred": 25574, + "n_ref": 27856 + }, + "7": { + "Dice": 0.756020517576144, + "FN": 8183, + "FP": 236, + "IoU": 0.6077435586823836, + "TN": 504233, + "TP": 13044, + "n_pred": 13280, + "n_ref": 21227 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8927025590401702, + "FN": 635, + "FP": 2191, + "IoU": 0.8061994239473323, + "TN": 511114, + "TP": 11756, + "n_pred": 13947, + "n_ref": 12391 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0127.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0127.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8712006473163344, + "FN": 6122, + "FP": 6294, + "IoU": 0.7717940706159134, + "TN": 296057, + "TP": 41991, + "n_pred": 48285, + "n_ref": 48113 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8606631880154856, + "FN": 1780, + "FP": 2359, + "IoU": 0.7554071622739629, + "TN": 333542, + "TP": 12783, + "n_pred": 15142, + "n_ref": 14563 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7261146496815286, + "FN": 170, + "FP": 217, + "IoU": 0.57, + "TN": 349564, + "TP": 513, + "n_pred": 730, + "n_ref": 683 + }, + "7": { + "Dice": 0.8721408589764686, + "FN": 540, + "FP": 2568, + "IoU": 0.7732710825795156, + "TN": 336756, + "TP": 10600, + "n_pred": 13168, + "n_ref": 11140 + }, + "8": { + "Dice": 0.7462510331798323, + "FN": 2136, + "FP": 13, + "IoU": 0.5952156715012243, + "TN": 345155, + "TP": 3160, + "n_pred": 3173, + "n_ref": 5296 + }, + "9": { + "Dice": 0.931361019991335, + "FN": 859, + "FP": 250, + "IoU": 0.8715394416772848, + "TN": 341831, + "TP": 7524, + "n_pred": 7774, + "n_ref": 8383 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0142.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0142.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6963795787186866, + "FN": 444, + "FP": 26669, + "IoU": 0.5341889152321067, + "TN": 1343650, + "TP": 31093, + "n_pred": 57762, + "n_ref": 31537 + }, + "10": { + "Dice": 0.8968707898014693, + "FN": 2810, + "FP": 1247, + "IoU": 0.8130242418656097, + "TN": 1380158, + "TP": 17641, + "n_pred": 18888, + "n_ref": 20451 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7266046055854973, + "FN": 2842, + "FP": 506, + "IoU": 0.5706040784917276, + "TN": 1394059, + "TP": 4449, + "n_pred": 4955, + "n_ref": 7291 + }, + "13": { + "Dice": 0.904783531982275, + "FN": 4163, + "FP": 3594, + "IoU": 0.8261230162288173, + "TN": 1357244, + "TP": 36855, + "n_pred": 40449, + "n_ref": 41018 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9614593451802754, + "FN": 929, + "FP": 1769, + "IoU": 0.9257792082748755, + "TN": 1365505, + "TP": 33653, + "n_pred": 35422, + "n_ref": 34582 + }, + "4": { + "Dice": 0.9140385152107173, + "FN": 3983, + "FP": 2793, + "IoU": 0.8416859419172449, + "TN": 1359055, + "TP": 36025, + "n_pred": 38818, + "n_ref": 40008 + }, + "5": { + "Dice": 0.868006834127013, + "FN": 3592, + "FP": 39, + "IoU": 0.7667951188182403, + "TN": 1386286, + "TP": 11939, + "n_pred": 11978, + "n_ref": 15531 + }, + "6": { + "Dice": 0.9374791907967723, + "FN": 47330, + "FP": 1305, + "IoU": 0.8823160757668147, + "TN": 988588, + "TP": 364633, + "n_pred": 365938, + "n_ref": 411963 + }, + "7": { + "Dice": 0.6976756522584809, + "FN": 2876, + "FP": 31319, + "IoU": 0.5357157404515892, + "TN": 1328205, + "TP": 39456, + "n_pred": 70775, + "n_ref": 42332 + }, + "8": { + "Dice": 0.973364759254993, + "FN": 1266, + "FP": 237, + "IoU": 0.9481115790927294, + "TN": 1372890, + "TP": 27463, + "n_pred": 27700, + "n_ref": 28729 + }, + "9": { + "Dice": 0.9484162895927601, + "FN": 297, + "FP": 2439, + "IoU": 0.9018932874354562, + "TN": 1373968, + "TP": 25152, + "n_pred": 27591, + "n_ref": 25449 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0153.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0153.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.83779620376944, + "FN": 9710, + "FP": 2399, + "IoU": 0.7208685830202162, + "TN": 307083, + "TP": 31272, + "n_pred": 33671, + "n_ref": 40982 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7888550722200737, + "FN": 7498, + "FP": 5059, + "IoU": 0.6513300383184317, + "TN": 314450, + "TP": 23457, + "n_pred": 28516, + "n_ref": 30955 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.943036898486652, + "FN": 221, + "FP": 114, + "IoU": 0.8922136422136422, + "TN": 347356, + "TP": 2773, + "n_pred": 2887, + "n_ref": 2994 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8745434543454346, + "FN": 419, + "FP": 2432, + "IoU": 0.7770566155771035, + "TN": 337676, + "TP": 9937, + "n_pred": 12369, + "n_ref": 10356 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9369934388267078, + "FN": 211, + "FP": 2401, + "IoU": 0.8814559317418535, + "TN": 328430, + "TP": 19422, + "n_pred": 21823, + "n_ref": 19633 + }, + "7": { + "Dice": 0.759556313993174, + "FN": 5188, + "FP": 448, + "IoU": 0.6123263172375842, + "TN": 335926, + "TP": 8902, + "n_pred": 9350, + "n_ref": 14090 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9299936630757429, + "FN": 340, + "FP": 1759, + "IoU": 0.8691478087401034, + "TN": 334423, + "TP": 13942, + "n_pred": 15701, + "n_ref": 14282 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0161.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0161.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6847826086956522, + "FN": 2, + "FP": 56, + "IoU": 0.5206611570247934, + "TN": 1226503, + "TP": 63, + "n_pred": 119, + "n_ref": 65 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.7608828191683941, + "FN": 1296, + "FP": 665, + "IoU": 0.6140523518992325, + "TN": 1221543, + "TP": 3120, + "n_pred": 3785, + "n_ref": 4416 + }, + "12": { + "Dice": 0.0, + "FN": 37, + "FP": 3, + "IoU": 0.0, + "TN": 1226584, + "TP": 0, + "n_pred": 3, + "n_ref": 37 + }, + "13": { + "Dice": 0.15384615384615385, + "FN": 11, + "FP": 0, + "IoU": 0.08333333333333333, + "TN": 1226612, + "TP": 1, + "n_pred": 1, + "n_ref": 12 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9578272604588394, + "FN": 7671, + "FP": 2579, + "IoU": 0.9190676594367109, + "TN": 1099975, + "TP": 116399, + "n_pred": 118978, + "n_ref": 124070 + }, + "3": { + "Dice": 0.8386067535229992, + "FN": 62, + "FP": 1152, + "IoU": 0.7220695970695971, + "TN": 1222256, + "TP": 3154, + "n_pred": 4306, + "n_ref": 3216 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.1465100207325501, + "FN": 582, + "FP": 4358, + "IoU": 0.0790454884414616, + "TN": 1221260, + "TP": 424, + "n_pred": 4782, + "n_ref": 1006 + }, + "6": { + "Dice": 0.9523195176272475, + "FN": 5432, + "FP": 8612, + "IoU": 0.9089789622409167, + "TN": 1072330, + "TP": 140250, + "n_pred": 148862, + "n_ref": 145682 + }, + "7": { + "Dice": 0.004252986227634443, + "FN": 8, + "FP": 59929, + "IoU": 0.0021310247232165153, + "TN": 1166559, + "TP": 128, + "n_pred": 60057, + "n_ref": 136 + }, + "8": { + "Dice": 0.9810788298642246, + "FN": 2270, + "FP": 1887, + "IoU": 0.9628603847081633, + "TN": 1114695, + "TP": 107772, + "n_pred": 109659, + "n_ref": 110042 + }, + "9": { + "Dice": 0.7742718446601942, + "FN": 183, + "FP": 747, + "IoU": 0.6316831683168317, + "TN": 1224099, + "TP": 1595, + "n_pred": 2342, + "n_ref": 1778 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0175.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0175.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9790504756994891, + "FN": 985, + "FP": 803, + "IoU": 0.958960705104664, + "TN": 657360, + "TP": 41780, + "n_pred": 42583, + "n_ref": 42765 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8509352139822156, + "FN": 2197, + "FP": 1206, + "IoU": 0.7405458981396768, + "TN": 687812, + "TP": 9713, + "n_pred": 10919, + "n_ref": 11910 + }, + "6": { + "Dice": 0.99217298329752, + "FN": 1087, + "FP": 1929, + "IoU": 0.9844675394234037, + "TN": 506754, + "TP": 191158, + "n_pred": 193087, + "n_ref": 192245 + }, + "7": { + "Dice": 0.9339974556353364, + "FN": 392, + "FP": 2669, + "IoU": 0.8761681297787127, + "TN": 676209, + "TP": 21658, + "n_pred": 24327, + "n_ref": 22050 + }, + "8": { + "Dice": 0.9043808435063079, + "FN": 4094, + "FP": 590, + "IoU": 0.8254518352897335, + "TN": 674093, + "TP": 22151, + "n_pred": 22741, + "n_ref": 26245 + }, + "9": { + "Dice": 0.7457233368532207, + "FN": 2407, + "FP": 1, + "IoU": 0.5945445361171915, + "TN": 694989, + "TP": 3531, + "n_pred": 3532, + "n_ref": 5938 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0237.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0237.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.872370612547036, + "FN": 526, + "FP": 1543, + "IoU": 0.7736323851203502, + "TN": 341324, + "TP": 7071, + "n_pred": 8614, + "n_ref": 7597 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9722978886605238, + "FN": 633, + "FP": 2184, + "IoU": 0.9460892197577173, + "TN": 298211, + "TP": 49436, + "n_pred": 51620, + "n_ref": 50069 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0239.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0239.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9257021554539516, + "FN": 241, + "FP": 669, + "IoU": 0.8616811065511476, + "TN": 1220045, + "TP": 5669, + "n_pred": 6338, + "n_ref": 5910 + }, + "10": { + "Dice": 0.8931309183826845, + "FN": 1194, + "FP": 228, + "IoU": 0.8068984247691472, + "TN": 1219260, + "TP": 5942, + "n_pred": 6170, + "n_ref": 7136 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8361902306998324, + "FN": 717, + "FP": 554, + "IoU": 0.7184939091915836, + "TN": 1222109, + "TP": 3244, + "n_pred": 3798, + "n_ref": 3961 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.09171401810802372, + "FN": 273, + "FP": 72458, + "IoU": 0.04806094001544442, + "TN": 1150221, + "TP": 3672, + "n_pred": 76130, + "n_ref": 3945 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 2075, + "IoU": 0.0, + "TN": 1224549, + "TP": 0, + "n_pred": 2075, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9758511226207766, + "FN": 1898, + "FP": 1860, + "IoU": 0.95284108021283, + "TN": 1146936, + "TP": 75930, + "n_pred": 77790, + "n_ref": 77828 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 6795, + "IoU": 0.0, + "TN": 1219829, + "TP": 0, + "n_pred": 6795, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9642638863922344, + "FN": 500, + "FP": 3476, + "IoU": 0.9309937866638898, + "TN": 1169006, + "TP": 53642, + "n_pred": 57118, + "n_ref": 54142 + }, + "7": { + "Dice": 0.12508768356979613, + "FN": 795, + "FP": 37870, + "IoU": 0.06671655120809095, + "TN": 1185195, + "TP": 2764, + "n_pred": 40634, + "n_ref": 3559 + }, + "8": { + "Dice": 0.9643707923355774, + "FN": 685, + "FP": 691, + "IoU": 0.9311931193119312, + "TN": 1206626, + "TP": 18622, + "n_pred": 19313, + "n_ref": 19307 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0264.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0264.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9317463981488259, + "FN": 2507, + "FP": 21739, + "IoU": 0.8722146094655845, + "TN": 1562580, + "TP": 165494, + "n_pred": 187233, + "n_ref": 168001 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 520, + "IoU": 0.0, + "TN": 1751800, + "TP": 0, + "n_pred": 520, + "n_ref": 0 + }, + "11": { + "Dice": 0.25391849529780564, + "FN": 2324, + "FP": 56, + "IoU": 0.14542190305206462, + "TN": 1749535, + "TP": 405, + "n_pred": 461, + "n_ref": 2729 + }, + "12": { + "Dice": 0.7355115970422802, + "FN": 3015, + "FP": 1170, + "IoU": 0.5816673330667733, + "TN": 1742316, + "TP": 5819, + "n_pred": 6989, + "n_ref": 8834 + }, + "13": { + "Dice": 0.946964816066125, + "FN": 2394, + "FP": 981, + "IoU": 0.899271772219901, + "TN": 1718814, + "TP": 30131, + "n_pred": 31112, + "n_ref": 32525 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9384830855419091, + "FN": 1025, + "FP": 117, + "IoU": 0.8840962143509591, + "TN": 1742467, + "TP": 8711, + "n_pred": 8828, + "n_ref": 9736 + }, + "3": { + "Dice": 0.972035774981546, + "FN": 4614, + "FP": 3531, + "IoU": 0.9455929995658128, + "TN": 1602615, + "TP": 141560, + "n_pred": 145091, + "n_ref": 146174 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7972070921756558, + "FN": 12074, + "FP": 473, + "IoU": 0.6627966352226612, + "TN": 1715111, + "TP": 24662, + "n_pred": 25135, + "n_ref": 36736 + }, + "6": { + "Dice": 0.9317491907235085, + "FN": 41234, + "FP": 5509, + "IoU": 0.8722195037273753, + "TN": 1386513, + "TP": 319064, + "n_pred": 324573, + "n_ref": 360298 + }, + "7": { + "Dice": 0.9274757585912418, + "FN": 5781, + "FP": 7637, + "IoU": 0.8647597161748105, + "TN": 1653104, + "TP": 85798, + "n_pred": 93435, + "n_ref": 91579 + }, + "8": { + "Dice": 0.969645158409146, + "FN": 1981, + "FP": 398, + "IoU": 0.9410788587279572, + "TN": 1711944, + "TP": 37997, + "n_pred": 38395, + "n_ref": 39978 + }, + "9": { + "Dice": 0.9654012601744512, + "FN": 2842, + "FP": 1787, + "IoU": 0.9331166016471608, + "TN": 1683110, + "TP": 64581, + "n_pred": 66368, + "n_ref": 67423 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0294.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0294.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9685078489385209, + "FN": 2334, + "FP": 6160, + "IoU": 0.9389386511005996, + "TN": 737054, + "TP": 130612, + "n_pred": 136772, + "n_ref": 132946 + }, + "10": { + "Dice": 0.010186757215619695, + "FN": 165, + "FP": 13244, + "IoU": 0.005119453924914676, + "TN": 862682, + "TP": 69, + "n_pred": 13313, + "n_ref": 234 + }, + "11": { + "Dice": 0.7437295528898582, + "FN": 157, + "FP": 78, + "IoU": 0.5920138888888888, + "TN": 875584, + "TP": 341, + "n_pred": 419, + "n_ref": 498 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 5503, + "IoU": 0.0, + "TN": 870657, + "TP": 0, + "n_pred": 5503, + "n_ref": 0 + }, + "14": { + "Dice": 0.8301989642954484, + "FN": 6375, + "FP": 8577, + "IoU": 0.7096924510717614, + "TN": 824656, + "TP": 36552, + "n_pred": 45129, + "n_ref": 42927 + }, + "15": { + "Dice": 0.3318324113383936, + "FN": 8899, + "FP": 6682, + "IoU": 0.19892030848329048, + "TN": 856710, + "TP": 3869, + "n_pred": 10551, + "n_ref": 12768 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.003987240829346092, + "FN": 92, + "FP": 2406, + "IoU": 0.001997602876548142, + "TN": 873657, + "TP": 5, + "n_pred": 2411, + "n_ref": 97 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.5499915404344773, + "FN": 300313, + "FP": 240, + "IoU": 0.3793022977254047, + "TN": 391942, + "TP": 183665, + "n_pred": 183905, + "n_ref": 483978 + }, + "7": { + "Dice": 0.47136086662153015, + "FN": 3665, + "FP": 11951, + "IoU": 0.3083532642395252, + "TN": 853582, + "TP": 6962, + "n_pred": 18913, + "n_ref": 10627 + }, + "8": { + "Dice": 0.8486486486486486, + "FN": 25, + "FP": 31, + "IoU": 0.7370892018779343, + "TN": 875947, + "TP": 157, + "n_pred": 188, + "n_ref": 182 + }, + "9": { + "Dice": 0.4295753736513907, + "FN": 2058, + "FP": 3705, + "IoU": 0.27354090508004536, + "TN": 868227, + "TP": 2170, + "n_pred": 5875, + "n_ref": 4228 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0317.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0317.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8682813988297727, + "FN": 282, + "FP": 1654, + "IoU": 0.7672237585667909, + "TN": 692611, + "TP": 6381, + "n_pred": 8035, + "n_ref": 6663 + }, + "11": { + "Dice": 0.8109260493004663, + "FN": 1159, + "FP": 260, + "IoU": 0.6819811743612729, + "TN": 696466, + "TP": 3043, + "n_pred": 3303, + "n_ref": 4202 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7679241276806568, + "FN": 9089, + "FP": 748, + "IoU": 0.6232766544117647, + "TN": 674816, + "TP": 16275, + "n_pred": 17023, + "n_ref": 25364 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.05004442486881374, + "FN": 124542, + "FP": 551, + "IoU": 0.025664392310807863, + "TN": 572540, + "TP": 3295, + "n_pred": 3846, + "n_ref": 127837 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 20362, + "IoU": 0.0, + "TN": 680566, + "TP": 0, + "n_pred": 20362, + "n_ref": 0 + }, + "4": { + "Dice": 0.6456031595260711, + "FN": 1609, + "FP": 5480, + "IoU": 0.47667208031891334, + "TN": 687382, + "TP": 6457, + "n_pred": 11937, + "n_ref": 8066 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9834353459834914, + "FN": 2198, + "FP": 3423, + "IoU": 0.9674105253393167, + "TN": 528449, + "TP": 166858, + "n_pred": 170281, + "n_ref": 169056 + }, + "7": { + "Dice": 0.8149816952970994, + "FN": 9647, + "FP": 208, + "IoU": 0.6877376425855514, + "TN": 669368, + "TP": 21705, + "n_pred": 21913, + "n_ref": 31352 + }, + "8": { + "Dice": 0.9572514562148287, + "FN": 1557, + "FP": 175, + "IoU": 0.9180079530391971, + "TN": 679804, + "TP": 19392, + "n_pred": 19567, + "n_ref": 20949 + }, + "9": { + "Dice": 0.9306396594124335, + "FN": 1361, + "FP": 1262, + "IoU": 0.8702769535113749, + "TN": 680708, + "TP": 17597, + "n_pred": 18859, + "n_ref": 18958 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0320.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0320.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1526, + "IoU": 0.0, + "TN": 348938, + "TP": 0, + "n_pred": 1526, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9459349039901948, + "FN": 914, + "FP": 3453, + "IoU": 0.8974160206718347, + "TN": 307894, + "TP": 38203, + "n_pred": 41656, + "n_ref": 39117 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9789474330857645, + "FN": 1737, + "FP": 1690, + "IoU": 0.9587630106491788, + "TN": 267359, + "TP": 79678, + "n_pred": 81368, + "n_ref": 81415 + }, + "7": { + "Dice": 0.8110143563191339, + "FN": 3130, + "FP": 82, + "IoU": 0.6821060965954078, + "TN": 340360, + "TP": 6892, + "n_pred": 6974, + "n_ref": 10022 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0321.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0321.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7781575806705848, + "FN": 35436, + "FP": 13823, + "IoU": 0.6368722908619113, + "TN": 1616668, + "TP": 86393, + "n_pred": 100216, + "n_ref": 121829 + }, + "10": { + "Dice": 0.47975145800403335, + "FN": 1593, + "FP": 7952, + "IoU": 0.31557435823892155, + "TN": 1738374, + "TP": 4401, + "n_pred": 12353, + "n_ref": 5994 + }, + "11": { + "Dice": 0.12483912483912483, + "FN": 1088, + "FP": 272, + "IoU": 0.06657515442690459, + "TN": 1750863, + "TP": 97, + "n_pred": 369, + "n_ref": 1185 + }, + "12": { + "Dice": 0.5181670281995662, + "FN": 882, + "FP": 2672, + "IoU": 0.34967978042086, + "TN": 1746855, + "TP": 1911, + "n_pred": 4583, + "n_ref": 2793 + }, + "13": { + "Dice": 0.0, + "FN": 688, + "FP": 493, + "IoU": 0.0, + "TN": 1751139, + "TP": 0, + "n_pred": 493, + "n_ref": 688 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.01202681015765128, + "FN": 104374, + "FP": 282, + "IoU": 0.006049784885984824, + "TN": 1647027, + "TP": 637, + "n_pred": 919, + "n_ref": 105011 + }, + "3": { + "Dice": 0.2012256340048243, + "FN": 209, + "FP": 244839, + "IoU": 0.11186819081307944, + "TN": 1476406, + "TP": 30866, + "n_pred": 275705, + "n_ref": 31075 + }, + "4": { + "Dice": 0.0, + "FN": 1706, + "FP": 0, + "IoU": 0.0, + "TN": 1750614, + "TP": 0, + "n_pred": 0, + "n_ref": 1706 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.46356040675043825, + "FN": 393960, + "FP": 14248, + "IoU": 0.3017107921373013, + "TN": 1167737, + "TP": 176375, + "n_pred": 190623, + "n_ref": 570335 + }, + "7": { + "Dice": 0.7285828390802644, + "FN": 12595, + "FP": 3376, + "IoU": 0.5730478252733445, + "TN": 1714913, + "TP": 21436, + "n_pred": 24812, + "n_ref": 34031 + }, + "8": { + "Dice": 0.9718700772635211, + "FN": 743, + "FP": 7, + "IoU": 0.9452794396614621, + "TN": 1738614, + "TP": 12956, + "n_pred": 12963, + "n_ref": 13699 + }, + "9": { + "Dice": 0.7908073070123748, + "FN": 2280, + "FP": 560, + "IoU": 0.6539961013645225, + "TN": 1744112, + "TP": 5368, + "n_pred": 5928, + "n_ref": 7648 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0330.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0330.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8300685602350637, + "FN": 40, + "FP": 654, + "IoU": 0.7095018836333193, + "TN": 1049003, + "TP": 1695, + "n_pred": 2349, + "n_ref": 1735 + }, + "10": { + "Dice": 0.7867735911238053, + "FN": 1687, + "FP": 254, + "IoU": 0.6484969214052879, + "TN": 1045870, + "TP": 3581, + "n_pred": 3835, + "n_ref": 5268 + }, + "11": { + "Dice": 0.7967996717612063, + "FN": 1035, + "FP": 946, + "IoU": 0.662233589087809, + "TN": 1045527, + "TP": 3884, + "n_pred": 4830, + "n_ref": 4919 + }, + "12": { + "Dice": 0.4624277456647399, + "FN": 42, + "FP": 51, + "IoU": 0.3007518796992481, + "TN": 1051259, + "TP": 40, + "n_pred": 91, + "n_ref": 82 + }, + "13": { + "Dice": 0.051093548979966916, + "FN": 4702, + "FP": 461, + "IoU": 0.026216522067144473, + "TN": 1046090, + "TP": 139, + "n_pred": 600, + "n_ref": 4841 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.37273300020680133, + "FN": 129695, + "FP": 732, + "IoU": 0.22905460520871507, + "TN": 882214, + "TP": 38751, + "n_pred": 39483, + "n_ref": 168446 + }, + "3": { + "Dice": 0.16893664275638526, + "FN": 134659, + "FP": 3792, + "IoU": 0.0922614949876412, + "TN": 898869, + "TP": 14072, + "n_pred": 17864, + "n_ref": 148731 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8516429035456629, + "FN": 1996, + "FP": 2343, + "IoU": 0.7416185315309951, + "TN": 1034599, + "TP": 12454, + "n_pred": 14797, + "n_ref": 14450 + }, + "6": { + "Dice": 0.9687241452064472, + "FN": 6674, + "FP": 6519, + "IoU": 0.9393453174566686, + "TN": 833882, + "TP": 204317, + "n_pred": 210836, + "n_ref": 210991 + }, + "7": { + "Dice": 0.7474738751187494, + "FN": 16874, + "FP": 670, + "IoU": 0.5967730814314279, + "TN": 1007883, + "TP": 25965, + "n_pred": 26635, + "n_ref": 42839 + }, + "8": { + "Dice": 0.9526423990250268, + "FN": 1292, + "FP": 2555, + "IoU": 0.9095674659144335, + "TN": 1008852, + "TP": 38693, + "n_pred": 41248, + "n_ref": 39985 + }, + "9": { + "Dice": 0.9051370942325875, + "FN": 222, + "FP": 1283, + "IoU": 0.82671272308578, + "TN": 1042707, + "TP": 7180, + "n_pred": 8463, + "n_ref": 7402 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0351.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0351.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.19047619047619047, + "FN": 0, + "FP": 68, + "IoU": 0.10526315789473684, + "TN": 525620, + "TP": 8, + "n_pred": 76, + "n_ref": 8 + }, + "10": { + "Dice": 0.8677041676704409, + "FN": 6921, + "FP": 6808, + "IoU": 0.766322848583878, + "TN": 466944, + "TP": 45023, + "n_pred": 51831, + "n_ref": 51944 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.17313432835820897, + "FN": 213, + "FP": 64, + "IoU": 0.09477124183006536, + "TN": 525390, + "TP": 29, + "n_pred": 93, + "n_ref": 242 + }, + "13": { + "Dice": 0.5284552845528455, + "FN": 837, + "FP": 1367, + "IoU": 0.35911602209944754, + "TN": 522257, + "TP": 1235, + "n_pred": 2602, + "n_ref": 2072 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9239958805355304, + "FN": 170, + "FP": 199, + "IoU": 0.858728943338438, + "TN": 523084, + "TP": 2243, + "n_pred": 2442, + "n_ref": 2413 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9637424020238882, + "FN": 2132, + "FP": 1107, + "IoU": 0.9300220369010068, + "TN": 479410, + "TP": 43047, + "n_pred": 44154, + "n_ref": 45179 + }, + "7": { + "Dice": 0.871452600901298, + "FN": 10032, + "FP": 18550, + "IoU": 0.7721896320856979, + "TN": 400232, + "TP": 96882, + "n_pred": 115432, + "n_ref": 106914 + }, + "8": { + "Dice": 0.9622199531503394, + "FN": 186, + "FP": 1072, + "IoU": 0.9271906470656326, + "TN": 508418, + "TP": 16020, + "n_pred": 17092, + "n_ref": 16206 + }, + "9": { + "Dice": 0.9509420651950266, + "FN": 433, + "FP": 1236, + "IoU": 0.9064724012328383, + "TN": 507851, + "TP": 16176, + "n_pred": 17412, + "n_ref": 16609 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0358.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0358.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9224976830398517, + "FN": 799, + "FP": 539, + "IoU": 0.8561445005913343, + "TN": 1217323, + "TP": 7963, + "n_pred": 8502, + "n_ref": 8762 + }, + "10": { + "Dice": 0.8176123392171056, + "FN": 3482, + "FP": 9620, + "IoU": 0.6914926181449998, + "TN": 1184155, + "TP": 29367, + "n_pred": 38987, + "n_ref": 32849 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 10, + "FP": 0, + "IoU": 0.0, + "TN": 1226614, + "TP": 0, + "n_pred": 0, + "n_ref": 10 + }, + "13": { + "Dice": 0.8908296943231441, + "FN": 105, + "FP": 45, + "IoU": 0.8031496062992126, + "TN": 1225862, + "TP": 612, + "n_pred": 657, + "n_ref": 717 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 7269, + "IoU": 0.0, + "TN": 1219355, + "TP": 0, + "n_pred": 7269, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9707611695532179, + "FN": 125, + "FP": 606, + "IoU": 0.9431835846416913, + "TN": 1213758, + "TP": 12135, + "n_pred": 12741, + "n_ref": 12260 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9916752621277218, + "FN": 1725, + "FP": 1350, + "IoU": 0.9834879824730975, + "TN": 1040396, + "TP": 183153, + "n_pred": 184503, + "n_ref": 184878 + }, + "7": { + "Dice": 0.9901732863375062, + "FN": 3091, + "FP": 4509, + "IoU": 0.9805378219261922, + "TN": 836123, + "TP": 382901, + "n_pred": 387410, + "n_ref": 385992 + }, + "8": { + "Dice": 0.9352564331985255, + "FN": 1439, + "FP": 370, + "IoU": 0.8783865546218488, + "TN": 1211749, + "TP": 13066, + "n_pred": 13436, + "n_ref": 14505 + }, + "9": { + "Dice": 0.9646800149700598, + "FN": 712, + "FP": 798, + "IoU": 0.9317699155031404, + "TN": 1204493, + "TP": 20621, + "n_pred": 21419, + "n_ref": 21333 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0379.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0379.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7441420331651045, + "FN": 4607, + "FP": 1071, + "IoU": 0.5925367778973807, + "TN": 1037457, + "TP": 8257, + "n_pred": 9328, + "n_ref": 12864 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9595384913516817, + "FN": 5267, + "FP": 2876, + "IoU": 0.9222239202277025, + "TN": 946694, + "TP": 96555, + "n_pred": 99431, + "n_ref": 101822 + }, + "3": { + "Dice": 0.919160690301817, + "FN": 8942, + "FP": 3818, + "IoU": 0.8504138238259361, + "TN": 966090, + "TP": 72542, + "n_pred": 76360, + "n_ref": 81484 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9685775965459342, + "FN": 1225, + "FP": 347, + "IoU": 0.9390697674418604, + "TN": 1025592, + "TP": 24228, + "n_pred": 24575, + "n_ref": 25453 + }, + "7": { + "Dice": 0.028172866520787748, + "FN": 59, + "FP": 7047, + "IoU": 0.014287695935636011, + "TN": 1044183, + "TP": 103, + "n_pred": 7150, + "n_ref": 162 + }, + "8": { + "Dice": 0.9531936901991208, + "FN": 86, + "FP": 276, + "IoU": 0.9105731225296443, + "TN": 1047344, + "TP": 3686, + "n_pred": 3962, + "n_ref": 3772 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0383.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0383.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9347359983969542, + "FN": 5765, + "FP": 749, + "IoU": 0.87746886874083, + "TN": 647766, + "TP": 46648, + "n_pred": 47397, + "n_ref": 52413 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8892450142450142, + "FN": 632, + "FP": 1856, + "IoU": 0.8005771080474511, + "TN": 688452, + "TP": 9988, + "n_pred": 11844, + "n_ref": 10620 + }, + "14": { + "Dice": 0.9641712639086049, + "FN": 2253, + "FP": 6177, + "IoU": 0.930821119663871, + "TN": 579070, + "TP": 113428, + "n_pred": 119605, + "n_ref": 115681 + }, + "15": { + "Dice": 0.8056006750342791, + "FN": 30201, + "FP": 6661, + "IoU": 0.674481857277841, + "TN": 587687, + "TP": 76379, + "n_pred": 83040, + "n_ref": 106580 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.872324502320012, + "FN": 525, + "FP": 328, + "IoU": 0.7735598619591186, + "TN": 697161, + "TP": 2914, + "n_pred": 3242, + "n_ref": 3439 + }, + "7": { + "Dice": 0.9417529439658578, + "FN": 102, + "FP": 635, + "IoU": 0.8899178491411501, + "TN": 694233, + "TP": 5958, + "n_pred": 6593, + "n_ref": 6060 + }, + "8": { + "Dice": 0.9617977528089887, + "FN": 183, + "FP": 548, + "IoU": 0.9264069264069265, + "TN": 690995, + "TP": 9202, + "n_pred": 9750, + "n_ref": 9385 + }, + "9": { + "Dice": 0.8835416862487075, + "FN": 488, + "FP": 1990, + "IoU": 0.7913790200370433, + "TN": 689050, + "TP": 9400, + "n_pred": 11390, + "n_ref": 9888 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0387.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0387.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9090625430184004, + "FN": 4614, + "FP": 5295, + "IoU": 0.8332856638121036, + "TN": 641491, + "TP": 49528, + "n_pred": 54823, + "n_ref": 54142 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 700920, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8119943198705459, + "FN": 1722, + "FP": 3971, + "IoU": 0.6834936342914327, + "TN": 682941, + "TP": 12294, + "n_pred": 16265, + "n_ref": 14016 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9795896412784102, + "FN": 2720, + "FP": 1454, + "IoU": 0.9599957829766435, + "TN": 596589, + "TP": 100165, + "n_pred": 101619, + "n_ref": 102885 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8799665910989142, + "FN": 1203, + "FP": 809, + "IoU": 0.7856610205603494, + "TN": 691541, + "TP": 7375, + "n_pred": 8184, + "n_ref": 8578 + }, + "6": { + "Dice": 0.5118942731277533, + "FN": 105, + "FP": 1003, + "IoU": 0.34399052693901716, + "TN": 699239, + "TP": 581, + "n_pred": 1584, + "n_ref": 686 + }, + "7": { + "Dice": 0.8911301380297998, + "FN": 1338, + "FP": 2235, + "IoU": 0.8036381622334579, + "TN": 682732, + "TP": 14623, + "n_pred": 16858, + "n_ref": 15961 + }, + "8": { + "Dice": 0.956113640807889, + "FN": 563, + "FP": 2579, + "IoU": 0.9159173624491543, + "TN": 663560, + "TP": 34226, + "n_pred": 36805, + "n_ref": 34789 + }, + "9": { + "Dice": 0.9645950463455402, + "FN": 1153, + "FP": 711, + "IoU": 0.9316113883181685, + "TN": 673672, + "TP": 25392, + "n_pred": 26103, + "n_ref": 26545 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0398.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0398.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8584126984126984, + "FN": 67, + "FP": 156, + "IoU": 0.7519466073414905, + "TN": 349565, + "TP": 676, + "n_pred": 832, + "n_ref": 743 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9624306308433787, + "FN": 4082, + "FP": 2918, + "IoU": 0.9275819617012032, + "TN": 253803, + "TP": 89661, + "n_pred": 92579, + "n_ref": 93743 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9658848971517661, + "FN": 932, + "FP": 1103, + "IoU": 0.9340206854067373, + "TN": 319621, + "TP": 28808, + "n_pred": 29911, + "n_ref": 29740 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0400.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0400.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.926829268292683, + "FN": 21, + "FP": 0, + "IoU": 0.8636363636363636, + "TN": 1927398, + "TP": 133, + "n_pred": 133, + "n_ref": 154 + }, + "10": { + "Dice": 0.16780777677302675, + "FN": 75442, + "FP": 1862, + "IoU": 0.09158852146936473, + "TN": 1842454, + "TP": 7794, + "n_pred": 9656, + "n_ref": 83236 + }, + "11": { + "Dice": 0.8557928802588997, + "FN": 1734, + "FP": 494, + "IoU": 0.747935286797149, + "TN": 1918713, + "TP": 6611, + "n_pred": 7105, + "n_ref": 8345 + }, + "12": { + "Dice": 0.7757083590784711, + "FN": 1193, + "FP": 1348, + "IoU": 0.6335976928622927, + "TN": 1920617, + "TP": 4394, + "n_pred": 5742, + "n_ref": 5587 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9786057307780013, + "FN": 9924, + "FP": 2648, + "IoU": 0.9581077163507196, + "TN": 1627449, + "TP": 287531, + "n_pred": 290179, + "n_ref": 297455 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 58652, + "IoU": 0.0, + "TN": 1868900, + "TP": 0, + "n_pred": 58652, + "n_ref": 0 + }, + "2": { + "Dice": 0.9333758595918076, + "FN": 19344, + "FP": 3007, + "IoU": 0.8750747561691306, + "TN": 1748637, + "TP": 156564, + "n_pred": 159571, + "n_ref": 175908 + }, + "3": { + "Dice": 0.9471123063132283, + "FN": 4747, + "FP": 10947, + "IoU": 0.899537825346631, + "TN": 1771334, + "TP": 140524, + "n_pred": 151471, + "n_ref": 145271 + }, + "4": { + "Dice": 0.9662380173018471, + "FN": 3530, + "FP": 2246, + "IoU": 0.9346813226579817, + "TN": 1839124, + "TP": 82652, + "n_pred": 84898, + "n_ref": 86182 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 421, + "IoU": 0.0, + "TN": 1927131, + "TP": 0, + "n_pred": 421, + "n_ref": 0 + }, + "6": { + "Dice": 0.942169025710748, + "FN": 4920, + "FP": 4608, + "IoU": 0.8906612196185536, + "TN": 1840410, + "TP": 77614, + "n_pred": 82222, + "n_ref": 82534 + }, + "7": { + "Dice": 0.7779262384501964, + "FN": 4654, + "FP": 65983, + "IoU": 0.6365624260385474, + "TN": 1733194, + "TP": 123721, + "n_pred": 189704, + "n_ref": 128375 + }, + "8": { + "Dice": 0.9666887271122877, + "FN": 1332, + "FP": 631, + "IoU": 0.9355251921434671, + "TN": 1897106, + "TP": 28483, + "n_pred": 29114, + "n_ref": 29815 + }, + "9": { + "Dice": 0.8863387978142077, + "FN": 314, + "FP": 102, + "IoU": 0.7958783120706575, + "TN": 1925514, + "TP": 1622, + "n_pred": 1724, + "n_ref": 1936 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0410.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0410.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": 0.6931637129829754, + "FN": 1487.7733333333333, + "FP": 2230.0466666666666, + "IoU": 0.6137526239360481, + "TN": 617717.9400000001, + "TP": 15240.50666666667, + "n_pred": 17470.553333333333, + "n_ref": 16728.28 + }, + "mean": { + "1": { + "Dice": 0.6665143693836397, + "FN": 319.0, + "FP": 1100.5666666666666, + "IoU": 0.6116455911710875, + "TN": 625327.9, + "TP": 9928.8, + "n_pred": 11029.366666666667, + "n_ref": 10247.8 + }, + "10": { + "Dice": 0.6355945888038577, + "FN": 1131.7333333333333, + "FP": 2346.9333333333334, + "IoU": 0.5480879667986642, + "TN": 625762.0666666667, + "TP": 7435.533333333334, + "n_pred": 9782.466666666667, + "n_ref": 8567.266666666666 + }, + "11": { + "Dice": 0.5859475488366678, + "FN": 386.4, + "FP": 290.8333333333333, + "IoU": 0.4658939238234923, + "TN": 635219.3, + "TP": 779.7333333333333, + "n_pred": 1070.5666666666666, + "n_ref": 1166.1333333333334 + }, + "12": { + "Dice": 0.5444156288538536, + "FN": 225.33333333333334, + "FP": 195.5, + "IoU": 0.436650884609681, + "TN": 635787.4666666667, + "TP": 467.96666666666664, + "n_pred": 663.4666666666667, + "n_ref": 693.3 + }, + "13": { + "Dice": 0.5605312815451731, + "FN": 1327.4666666666667, + "FP": 2750.2, + "IoU": 0.45689516444287787, + "TN": 626922.6666666666, + "TP": 5675.933333333333, + "n_pred": 8426.133333333333, + "n_ref": 7003.4 + }, + "14": { + "Dice": 0.7394794647683625, + "FN": 2724.9666666666667, + "FP": 6158.066666666667, + "IoU": 0.6849854999096311, + "TN": 597632.8, + "TP": 30160.433333333334, + "n_pred": 36318.5, + "n_ref": 32885.4 + }, + "15": { + "Dice": 0.6959740928971796, + "FN": 881.3666666666667, + "FP": 3788.233333333333, + "IoU": 0.5905275874309368, + "TN": 624440.4333333333, + "TP": 7566.233333333334, + "n_pred": 11354.466666666667, + "n_ref": 8447.6 + }, + "2": { + "Dice": 0.8826349690013069, + "FN": 429.03333333333336, + "FP": 710.8, + "IoU": 0.8334382288112869, + "TN": 623037.2333333333, + "TP": 12499.2, + "n_pred": 13210.0, + "n_ref": 12928.233333333334 + }, + "3": { + "Dice": 0.5504423786810975, + "FN": 645.6666666666666, + "FP": 520.8, + "IoU": 0.5214977396753001, + "TN": 628529.5666666667, + "TP": 6980.233333333334, + "n_pred": 7501.033333333334, + "n_ref": 7625.9 + }, + "4": { + "Dice": 0.6543560438542472, + "FN": 838.9333333333333, + "FP": 786.9666666666667, + "IoU": 0.5871533351659002, + "TN": 628179.0, + "TP": 6871.366666666667, + "n_pred": 7658.333333333333, + "n_ref": 7710.3 + }, + "5": { + "Dice": 0.7068884421294109, + "FN": 557.7333333333333, + "FP": 510.6, + "IoU": 0.5936266985193969, + "TN": 633702.8333333334, + "TP": 1905.1, + "n_pred": 2415.7, + "n_ref": 2462.8333333333335 + }, + "6": { + "Dice": 0.8719442625540026, + "FN": 4572.1, + "FP": 8587.2, + "IoU": 0.8242382281865899, + "TN": 529975.3, + "TP": 93541.66666666667, + "n_pred": 102128.86666666667, + "n_ref": 98113.76666666666 + }, + "7": { + "Dice": 0.6488508386403304, + "FN": 6196.933333333333, + "FP": 2611.4666666666667, + "IoU": 0.5590473769007783, + "TN": 603539.4, + "TP": 24328.466666666667, + "n_pred": 26939.933333333334, + "n_ref": 30525.4 + }, + "8": { + "Dice": 0.8352174096948323, + "FN": 552.0333333333333, + "FP": 1530.3333333333333, + "IoU": 0.784172723230745, + "TN": 621585.4333333333, + "TP": 13008.466666666667, + "n_pred": 14538.8, + "n_ref": 13560.5 + }, + "9": { + "Dice": 0.8186643751006716, + "FN": 1527.9, + "FP": 1562.2, + "IoU": 0.7084284103643536, + "TN": 626127.7, + "TP": 7458.466666666666, + "n_pred": 9020.666666666666, + "n_ref": 8986.366666666667 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9880482352570763, + "FN": 1880, + "FP": 1916, + "IoU": 0.9763787857102855, + "TN": 1416385, + "TP": 156907, + "n_pred": 158823, + "n_ref": 158787 + }, + "10": { + "Dice": 0.0, + "FN": 1917, + "FP": 13948, + "IoU": 0.0, + "TN": 1561223, + "TP": 0, + "n_pred": 13948, + "n_ref": 1917 + }, + "11": { + "Dice": 0.48889711324944485, + "FN": 678, + "FP": 2084, + "IoU": 0.32353661523389665, + "TN": 1573005, + "TP": 1321, + "n_pred": 3405, + "n_ref": 1999 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 10651, + "IoU": 0.0, + "TN": 1566437, + "TP": 0, + "n_pred": 10651, + "n_ref": 0 + }, + "14": { + "Dice": 0.9784694583647366, + "FN": 4116, + "FP": 769, + "IoU": 0.9578465043232142, + "TN": 1461202, + "TP": 111001, + "n_pred": 111770, + "n_ref": 115117 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9272638002384793, + "FN": 326, + "FP": 711, + "IoU": 0.8643912645481888, + "TN": 1569441, + "TP": 6610, + "n_pred": 7321, + "n_ref": 6936 + }, + "3": { + "Dice": 0.0, + "FN": 656, + "FP": 0, + "IoU": 0.0, + "TN": 1576432, + "TP": 0, + "n_pred": 0, + "n_ref": 656 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.753475009506105, + "FN": 4534, + "FP": 1301, + "IoU": 0.6044604121475055, + "TN": 1562336, + "TP": 8917, + "n_pred": 10218, + "n_ref": 13451 + }, + "6": { + "Dice": 0.9282096157450573, + "FN": 50934, + "FP": 9201, + "IoU": 0.866036521115371, + "TN": 1128197, + "TP": 388756, + "n_pred": 397957, + "n_ref": 439690 + }, + "7": { + "Dice": 0.8344979771974991, + "FN": 1925, + "FP": 775, + "IoU": 0.7159987377721678, + "TN": 1567581, + "TP": 6807, + "n_pred": 7582, + "n_ref": 8732 + }, + "8": { + "Dice": 0.9243094334003424, + "FN": 2703, + "FP": 2380, + "IoU": 0.8592707439297876, + "TN": 1540969, + "TP": 31036, + "n_pred": 33416, + "n_ref": 33739 + }, + "9": { + "Dice": 0.5303730749977916, + "FN": 16560, + "FP": 15338, + "IoU": 0.3608896012823082, + "TN": 1527178, + "TP": 18012, + "n_pred": 33350, + "n_ref": 34572 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0006.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0006.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8494494635798984, + "FN": 1057, + "FP": 3209, + "IoU": 0.7382982639101896, + "TN": 334163, + "TP": 12035, + "n_pred": 15244, + "n_ref": 13092 + }, + "15": { + "Dice": 0.9148782359176324, + "FN": 16198, + "FP": 2995, + "IoU": 0.8431111292761679, + "TN": 228129, + "TP": 103142, + "n_pred": 106137, + "n_ref": 119340 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0025.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0025.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6986320109439125, + "FN": 423, + "FP": 3983, + "IoU": 0.536844318301272, + "TN": 516183, + "TP": 5107, + "n_pred": 9090, + "n_ref": 5530 + }, + "11": { + "Dice": 0.7093416601613323, + "FN": 1477, + "FP": 757, + "IoU": 0.5495967741935484, + "TN": 520736, + "TP": 2726, + "n_pred": 3483, + "n_ref": 4203 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.860675905201835, + "FN": 5865, + "FP": 2912, + "IoU": 0.7554267562069831, + "TN": 489809, + "TP": 27110, + "n_pred": 30022, + "n_ref": 32975 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9682554372975475, + "FN": 944, + "FP": 428, + "IoU": 0.9384642985288841, + "TN": 503400, + "TP": 20924, + "n_pred": 21352, + "n_ref": 21868 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.41237113402061853, + "FN": 338, + "FP": 118, + "IoU": 0.2597402597402597, + "TN": 525080, + "TP": 160, + "n_pred": 278, + "n_ref": 498 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 4398, + "IoU": 0.0, + "TN": 521298, + "TP": 0, + "n_pred": 4398, + "n_ref": 0 + }, + "6": { + "Dice": 0.9679304003395105, + "FN": 3663, + "FP": 871, + "IoU": 0.937853804295681, + "TN": 452739, + "TP": 68423, + "n_pred": 69294, + "n_ref": 72086 + }, + "7": { + "Dice": 0.843077444500932, + "FN": 1370, + "FP": 482, + "IoU": 0.728724183389483, + "TN": 518869, + "TP": 4975, + "n_pred": 5457, + "n_ref": 6345 + }, + "8": { + "Dice": 0.9123259934193875, + "FN": 2800, + "FP": 664, + "IoU": 0.8387862428445106, + "TN": 504209, + "TP": 18023, + "n_pred": 18687, + "n_ref": 20823 + }, + "9": { + "Dice": 0.8899970229234891, + "FN": 234, + "FP": 1244, + "IoU": 0.8017969692905994, + "TN": 518239, + "TP": 5979, + "n_pred": 7223, + "n_ref": 6213 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0038.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0038.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9034999203356524, + "FN": 1080, + "FP": 737, + "IoU": 0.8239852755981788, + "TN": 690605, + "TP": 8506, + "n_pred": 9243, + "n_ref": 9586 + }, + "11": { + "Dice": 0.8098818474758325, + "FN": 208, + "FP": 854, + "IoU": 0.6805054151624549, + "TN": 697604, + "TP": 2262, + "n_pred": 3116, + "n_ref": 2470 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 265, + "IoU": 0.0, + "TN": 700663, + "TP": 0, + "n_pred": 265, + "n_ref": 0 + }, + "13": { + "Dice": 0.8427748591683017, + "FN": 683, + "FP": 4285, + "IoU": 0.7282721653995515, + "TN": 682645, + "TP": 13315, + "n_pred": 17600, + "n_ref": 13998 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9385523096848467, + "FN": 251, + "FP": 176, + "IoU": 0.8842190889370932, + "TN": 697240, + "TP": 3261, + "n_pred": 3437, + "n_ref": 3512 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 177, + "IoU": 0.0, + "TN": 700751, + "TP": 0, + "n_pred": 177, + "n_ref": 0 + }, + "5": { + "Dice": 0.8018871602916521, + "FN": 1758, + "FP": 3323, + "IoU": 0.6692918510804478, + "TN": 685564, + "TP": 10283, + "n_pred": 13606, + "n_ref": 12041 + }, + "6": { + "Dice": 0.8741418091471751, + "FN": 2477, + "FP": 6084, + "IoU": 0.7764226580658641, + "TN": 662637, + "TP": 29730, + "n_pred": 35814, + "n_ref": 32207 + }, + "7": { + "Dice": 0.7529883954279731, + "FN": 1758, + "FP": 1073, + "IoU": 0.6038343129023229, + "TN": 693782, + "TP": 4315, + "n_pred": 5388, + "n_ref": 6073 + }, + "8": { + "Dice": 0.9492529135318539, + "FN": 2190, + "FP": 2626, + "IoU": 0.9034076094586735, + "TN": 651069, + "TP": 45043, + "n_pred": 47669, + "n_ref": 47233 + }, + "9": { + "Dice": 0.8252276513681904, + "FN": 7624, + "FP": 7692, + "IoU": 0.7024575036425449, + "TN": 649453, + "TP": 36159, + "n_pred": 43851, + "n_ref": 43783 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0059.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0059.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0067.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0067.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8316073201872606, + "FN": 3965, + "FP": 3157, + "IoU": 0.7117532782904322, + "TN": 851452, + "TP": 17586, + "n_pred": 20743, + "n_ref": 21551 + }, + "10": { + "Dice": 0.11300639658848614, + "FN": 6219, + "FP": 1269, + "IoU": 0.059887005649717516, + "TN": 868195, + "TP": 477, + "n_pred": 1746, + "n_ref": 6696 + }, + "11": { + "Dice": 0.7898852971845672, + "FN": 352, + "FP": 454, + "IoU": 0.6527358897027143, + "TN": 873839, + "TP": 1515, + "n_pred": 1969, + "n_ref": 1867 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8967063949762911, + "FN": 1482, + "FP": 130, + "IoU": 0.8127540945522128, + "TN": 867551, + "TP": 6997, + "n_pred": 7127, + "n_ref": 8479 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9505999625858521, + "FN": 2799, + "FP": 4595, + "IoU": 0.9058508945056344, + "TN": 797625, + "TP": 71141, + "n_pred": 75736, + "n_ref": 73940 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 876157, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8510046582771327, + "FN": 822, + "FP": 1321, + "IoU": 0.7406510952438582, + "TN": 867897, + "TP": 6120, + "n_pred": 7441, + "n_ref": 6942 + }, + "6": { + "Dice": 0.5532086500643941, + "FN": 3072, + "FP": 99963, + "IoU": 0.38236933756136743, + "TN": 709337, + "TP": 63788, + "n_pred": 163751, + "n_ref": 66860 + }, + "7": { + "Dice": 0.8107528921584126, + "FN": 106548, + "FP": 1190, + "IoU": 0.6817362739942928, + "TN": 537642, + "TP": 230780, + "n_pred": 231970, + "n_ref": 337328 + }, + "8": { + "Dice": 0.9532882904778107, + "FN": 399, + "FP": 562, + "IoU": 0.9107457973437355, + "TN": 865393, + "TP": 9806, + "n_pred": 10368, + "n_ref": 10205 + }, + "9": { + "Dice": 0.713001534751151, + "FN": 1177, + "FP": 132, + "IoU": 0.5540034071550256, + "TN": 873225, + "TP": 1626, + "n_pred": 1758, + "n_ref": 2803 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0069.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0069.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9535941019864838, + "FN": 1172, + "FP": 1094, + "IoU": 0.911304211679975, + "TN": 850612, + "TP": 23282, + "n_pred": 24376, + "n_ref": 24454 + }, + "10": { + "Dice": 0.8060590271316387, + "FN": 5970, + "FP": 4452, + "IoU": 0.6751246882793017, + "TN": 844080, + "TP": 21658, + "n_pred": 26110, + "n_ref": 27628 + }, + "11": { + "Dice": 0.8232258064516129, + "FN": 115, + "FP": 22, + "IoU": 0.6995614035087719, + "TN": 875704, + "TP": 319, + "n_pred": 341, + "n_ref": 434 + }, + "12": { + "Dice": 0.6918267083519428, + "FN": 974, + "FP": 406, + "IoU": 0.5288494366678047, + "TN": 873231, + "TP": 1549, + "n_pred": 1955, + "n_ref": 2523 + }, + "13": { + "Dice": 0.6979517473637719, + "FN": 478, + "FP": 4993, + "IoU": 0.5360413839891451, + "TN": 864368, + "TP": 6321, + "n_pred": 11314, + "n_ref": 6799 + }, + "14": { + "Dice": 0.9843669702452449, + "FN": 370, + "FP": 4771, + "IoU": 0.9692152001820381, + "TN": 709162, + "TP": 161857, + "n_pred": 166628, + "n_ref": 162227 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9118303571428571, + "FN": 47, + "FP": 111, + "IoU": 0.837948717948718, + "TN": 875185, + "TP": 817, + "n_pred": 928, + "n_ref": 864 + }, + "3": { + "Dice": 0.9255748065816716, + "FN": 81, + "FP": 602, + "IoU": 0.8614604462474645, + "TN": 871230, + "TP": 4247, + "n_pred": 4849, + "n_ref": 4328 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9955899032142767, + "FN": 944, + "FP": 623, + "IoU": 0.9912185335455381, + "TN": 697716, + "TP": 176877, + "n_pred": 177500, + "n_ref": 177821 + }, + "7": { + "Dice": 0.9697916294788952, + "FN": 3620, + "FP": 6534, + "IoU": 0.9413548338656487, + "TN": 703017, + "TP": 162989, + "n_pred": 169523, + "n_ref": 166609 + }, + "8": { + "Dice": 0.9520316432937792, + "FN": 691, + "FP": 643, + "IoU": 0.9084545704090036, + "TN": 861588, + "TP": 13238, + "n_pred": 13881, + "n_ref": 13929 + }, + "9": { + "Dice": 0.9065767514730425, + "FN": 713, + "FP": 2030, + "IoU": 0.8291178669324695, + "TN": 860108, + "TP": 13309, + "n_pred": 15339, + "n_ref": 14022 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0078.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0078.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8705158208572437, + "FN": 1470, + "FP": 6608, + "IoU": 0.7707198001816531, + "TN": 1016160, + "TP": 27154, + "n_pred": 33762, + "n_ref": 28624 + }, + "11": { + "Dice": 0.5734435797665369, + "FN": 1718, + "FP": 1790, + "IoU": 0.40197749744289124, + "TN": 1045526, + "TP": 2358, + "n_pred": 4148, + "n_ref": 4076 + }, + "12": { + "Dice": 0.6537553141237601, + "FN": 561, + "FP": 172, + "IoU": 0.4856140350877193, + "TN": 1049967, + "TP": 692, + "n_pred": 864, + "n_ref": 1253 + }, + "13": { + "Dice": 0.11267605633802817, + "FN": 622, + "FP": 260, + "IoU": 0.05970149253731343, + "TN": 1050454, + "TP": 56, + "n_pred": 316, + "n_ref": 678 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9436148550373316, + "FN": 1082, + "FP": 1244, + "IoU": 0.8932488870531002, + "TN": 1029603, + "TP": 19463, + "n_pred": 20707, + "n_ref": 20545 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9639385040756685, + "FN": 26335, + "FP": 4341, + "IoU": 0.9303873446389224, + "TN": 610725, + "TP": 409991, + "n_pred": 414332, + "n_ref": 436326 + }, + "7": { + "Dice": 0.9317136234989926, + "FN": 4497, + "FP": 1366, + "IoU": 0.8721571705806677, + "TN": 1005531, + "TP": 39998, + "n_pred": 41364, + "n_ref": 44495 + }, + "8": { + "Dice": 0.9431892143189214, + "FN": 309, + "FP": 302, + "IoU": 0.89248636283653, + "TN": 1045709, + "TP": 5072, + "n_pred": 5374, + "n_ref": 5381 + }, + "9": { + "Dice": 0.9011582610502259, + "FN": 264, + "FP": 1639, + "IoU": 0.8200983172622424, + "TN": 1040814, + "TP": 8675, + "n_pred": 10314, + "n_ref": 8939 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0083.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0083.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8523911930363544, + "FN": 2620, + "FP": 4587, + "IoU": 0.742754140491148, + "TN": 497680, + "TP": 20809, + "n_pred": 25396, + "n_ref": 23429 + }, + "11": { + "Dice": 0.0946372239747634, + "FN": 573, + "FP": 1, + "IoU": 0.04966887417218543, + "TN": 525092, + "TP": 30, + "n_pred": 31, + "n_ref": 603 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8185235882704506, + "FN": 3223, + "FP": 6190, + "IoU": 0.6927972324663033, + "TN": 495055, + "TP": 21228, + "n_pred": 27418, + "n_ref": 24451 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8560311284046692, + "FN": 367, + "FP": 632, + "IoU": 0.7482993197278912, + "TN": 521727, + "TP": 2970, + "n_pred": 3602, + "n_ref": 3337 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8571985004138468, + "FN": 892, + "FP": 2041, + "IoU": 0.7500852079072938, + "TN": 513960, + "TP": 8803, + "n_pred": 10844, + "n_ref": 9695 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9387805005851222, + "FN": 3667, + "FP": 3343, + "IoU": 0.8846242470127391, + "TN": 464938, + "TP": 53748, + "n_pred": 57091, + "n_ref": 57415 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 525690, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8930911055581819, + "FN": 2716, + "FP": 2033, + "IoU": 0.8068334350213545, + "TN": 501111, + "TP": 19836, + "n_pred": 21869, + "n_ref": 22552 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0094.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0094.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9165154716043246, + "FN": 499, + "FP": 2860, + "IoU": 0.8458962242510437, + "TN": 503899, + "TP": 18438, + "n_pred": 21298, + "n_ref": 18937 + }, + "11": { + "Dice": 0.0782122905027933, + "FN": 825, + "FP": 0, + "IoU": 0.040697674418604654, + "TN": 524836, + "TP": 35, + "n_pred": 35, + "n_ref": 860 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5836269361164661, + "FN": 6353, + "FP": 18701, + "IoU": 0.41205735338981064, + "TN": 483083, + "TP": 17559, + "n_pred": 36260, + "n_ref": 23912 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9808639441822286, + "FN": 705, + "FP": 787, + "IoU": 0.9624465139692927, + "TN": 485966, + "TP": 38238, + "n_pred": 39025, + "n_ref": 38943 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9194944133501312, + "FN": 3449, + "FP": 4347, + "IoU": 0.850985339373435, + "TN": 473379, + "TP": 44521, + "n_pred": 48868, + "n_ref": 47970 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9671399672851515, + "FN": 5363, + "FP": 1427, + "IoU": 0.9363707924132244, + "TN": 418984, + "TP": 99922, + "n_pred": 101349, + "n_ref": 105285 + }, + "7": { + "Dice": 0.7695423248278656, + "FN": 219, + "FP": 350, + "IoU": 0.6254114549045424, + "TN": 524177, + "TP": 950, + "n_pred": 1300, + "n_ref": 1169 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8497440989993125, + "FN": 602, + "FP": 1365, + "IoU": 0.7387435250365254, + "TN": 518167, + "TP": 5562, + "n_pred": 6927, + "n_ref": 6164 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0116.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0116.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.8132846382104543, + "FN": 587, + "FP": 1049, + "IoU": 0.6853241007886132, + "TN": 520497, + "TP": 3563, + "n_pred": 4612, + "n_ref": 4150 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 525693, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "14": { + "Dice": 0.9728304776651967, + "FN": 11485, + "FP": 1429, + "IoU": 0.9470982700634543, + "TN": 281583, + "TP": 231199, + "n_pred": 232628, + "n_ref": 242684 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9711873738300606, + "FN": 227, + "FP": 715, + "IoU": 0.9439885836603639, + "TN": 508878, + "TP": 15876, + "n_pred": 16591, + "n_ref": 16103 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9803069200547896, + "FN": 1445, + "FP": 956, + "IoU": 0.9613744952623027, + "TN": 463535, + "TP": 59760, + "n_pred": 60716, + "n_ref": 61205 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9471842395178537, + "FN": 1367, + "FP": 263, + "IoU": 0.8996676104887357, + "TN": 509450, + "TP": 14616, + "n_pred": 14879, + "n_ref": 15983 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0119.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0119.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 15381, + "IoU": 0.0, + "TN": 2087403, + "TP": 0, + "n_pred": 15381, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 277, + "IoU": 0.0, + "TN": 2102507, + "TP": 0, + "n_pred": 277, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 5144, + "IoU": 0.0, + "TN": 2097640, + "TP": 0, + "n_pred": 5144, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 115673, + "IoU": 0.0, + "TN": 1987111, + "TP": 0, + "n_pred": 115673, + "n_ref": 0 + }, + "15": { + "Dice": 0.15372859078728845, + "FN": 2086, + "FP": 80973, + "IoU": 0.08326435107005287, + "TN": 2012181, + "TP": 7544, + "n_pred": 88517, + "n_ref": 9630 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 8092, + "IoU": 0.0, + "TN": 2094692, + "TP": 0, + "n_pred": 8092, + "n_ref": 0 + }, + "4": { + "Dice": 0.02279595889819532, + "FN": 81, + "FP": 11236, + "IoU": 0.011529391213206393, + "TN": 2091335, + "TP": 132, + "n_pred": 11368, + "n_ref": 213 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9439990430856806, + "FN": 11932, + "FP": 24586, + "IoU": 0.8939376777120419, + "TN": 1758477, + "TP": 307789, + "n_pred": 332375, + "n_ref": 319721 + }, + "7": { + "Dice": 0.6227549119538857, + "FN": 887, + "FP": 20579, + "IoU": 0.45217435688035934, + "TN": 2063600, + "TP": 17718, + "n_pred": 38297, + "n_ref": 18605 + }, + "8": { + "Dice": 0.06778846153846153, + "FN": 65, + "FP": 15447, + "IoU": 0.03508335406817616, + "TN": 2086708, + "TP": 564, + "n_pred": 16011, + "n_ref": 629 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0171.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0171.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9489657664167646, + "FN": 2328, + "FP": 7277, + "IoU": 0.9028875902371949, + "TN": 777254, + "TP": 89301, + "n_pred": 96578, + "n_ref": 91629 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.699228340933006, + "FN": 2744, + "FP": 686, + "IoU": 0.5375488742079008, + "TN": 868743, + "TP": 3987, + "n_pred": 4673, + "n_ref": 6731 + }, + "12": { + "Dice": 0.5367938456756547, + "FN": 2914, + "FP": 3047, + "IoU": 0.36686139139670737, + "TN": 866745, + "TP": 3454, + "n_pred": 6501, + "n_ref": 6368 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9588458384583846, + "FN": 790, + "FP": 816, + "IoU": 0.9209451144474526, + "TN": 855845, + "TP": 18709, + "n_pred": 19525, + "n_ref": 19499 + }, + "3": { + "Dice": 0.9669125307330083, + "FN": 1255, + "FP": 333, + "IoU": 0.9359444959864467, + "TN": 851369, + "TP": 23203, + "n_pred": 23536, + "n_ref": 24458 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9924485895133173, + "FN": 2380, + "FP": 1551, + "IoU": 0.9850103718617492, + "TN": 613912, + "TP": 258317, + "n_pred": 259868, + "n_ref": 260697 + }, + "7": { + "Dice": 0.4895275951689344, + "FN": 274, + "FP": 6404, + "IoU": 0.32408906882591093, + "TN": 866280, + "TP": 3202, + "n_pred": 9606, + "n_ref": 3476 + }, + "8": { + "Dice": 0.9625469409457977, + "FN": 172, + "FP": 955, + "IoU": 0.927798065218784, + "TN": 860551, + "TP": 14482, + "n_pred": 15437, + "n_ref": 14654 + }, + "9": { + "Dice": 0.5850805876479818, + "FN": 557, + "FP": 2352, + "IoU": 0.41350806451612904, + "TN": 871200, + "TP": 2051, + "n_pred": 4403, + "n_ref": 2608 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0172.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0172.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8461538461538461, + "FN": 491, + "FP": 1, + "IoU": 0.7333333333333333, + "TN": 699083, + "TP": 1353, + "n_pred": 1354, + "n_ref": 1844 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.97599561324538, + "FN": 259, + "FP": 5607, + "IoU": 0.9531166329654169, + "TN": 575809, + "TP": 119253, + "n_pred": 124860, + "n_ref": 119512 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 4536, + "IoU": 0.0, + "TN": 696392, + "TP": 0, + "n_pred": 4536, + "n_ref": 0 + }, + "3": { + "Dice": 0.9179711577156422, + "FN": 13724, + "FP": 2379, + "IoU": 0.8483795642430748, + "TN": 594722, + "TP": 90103, + "n_pred": 92482, + "n_ref": 103827 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9114114114114115, + "FN": 769, + "FP": 1237, + "IoU": 0.8372413793103448, + "TN": 688603, + "TP": 10319, + "n_pred": 11556, + "n_ref": 11088 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 175, + "IoU": 0.0, + "TN": 700753, + "TP": 0, + "n_pred": 175, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0179.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0179.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8692193587298482, + "FN": 2327, + "FP": 5696, + "IoU": 0.7686896352890299, + "TN": 491011, + "TP": 26662, + "n_pred": 32358, + "n_ref": 28989 + }, + "11": { + "Dice": 0.8, + "FN": 0, + "FP": 3, + "IoU": 0.6666666666666666, + "TN": 525687, + "TP": 6, + "n_pred": 9, + "n_ref": 6 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8538185524108792, + "FN": 1926, + "FP": 4959, + "IoU": 0.7449244220509781, + "TN": 498704, + "TP": 20107, + "n_pred": 25066, + "n_ref": 22033 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9629687176299979, + "FN": 1885, + "FP": 975, + "IoU": 0.9285821305498676, + "TN": 485650, + "TP": 37186, + "n_pred": 38161, + "n_ref": 39071 + }, + "5": { + "Dice": 0.6950645095228343, + "FN": 2887, + "FP": 91, + "IoU": 0.5326428123038293, + "TN": 519324, + "TP": 3394, + "n_pred": 3485, + "n_ref": 6281 + }, + "6": { + "Dice": 0.9458219472804797, + "FN": 6371, + "FP": 3324, + "IoU": 0.8972127097889123, + "TN": 431375, + "TP": 84626, + "n_pred": 87950, + "n_ref": 90997 + }, + "7": { + "Dice": 0.8709230970100535, + "FN": 3606, + "FP": 1337, + "IoU": 0.7713585272214256, + "TN": 504077, + "TP": 16676, + "n_pred": 18013, + "n_ref": 20282 + }, + "8": { + "Dice": 0.9424510834209078, + "FN": 983, + "FP": 1317, + "IoU": 0.8911654757961482, + "TN": 504563, + "TP": 18833, + "n_pred": 20150, + "n_ref": 19816 + }, + "9": { + "Dice": 0.8704918684639549, + "FN": 3912, + "FP": 2602, + "IoU": 0.7706822502288249, + "TN": 497290, + "TP": 21892, + "n_pred": 24494, + "n_ref": 25804 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0180.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0180.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7291501191421763, + "FN": 844, + "FP": 861, + "IoU": 0.57375, + "TN": 346464, + "TP": 2295, + "n_pred": 3156, + "n_ref": 3139 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.18510529019003596, + "FN": 7705, + "FP": 228, + "IoU": 0.10199230246773829, + "TN": 341630, + "TP": 901, + "n_pred": 1129, + "n_ref": 8606 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 49140, + "IoU": 0.0, + "TN": 301324, + "TP": 0, + "n_pred": 49140, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 58884, + "IoU": 0.0, + "TN": 291580, + "TP": 0, + "n_pred": 58884, + "n_ref": 0 + }, + "7": { + "Dice": 0.03955229005012703, + "FN": 456, + "FP": 13531, + "IoU": 0.020175131348511382, + "TN": 336189, + "TP": 288, + "n_pred": 13819, + "n_ref": 744 + }, + "8": { + "Dice": 0.9421686746987952, + "FN": 9, + "FP": 855, + "IoU": 0.8906605922551253, + "TN": 342562, + "TP": 7038, + "n_pred": 7893, + "n_ref": 7047 + }, + "9": { + "Dice": 0.6989795918367347, + "FN": 116, + "FP": 2, + "IoU": 0.5372549019607843, + "TN": 350209, + "TP": 137, + "n_pred": 139, + "n_ref": 253 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0184.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0184.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.425, + "FN": 46, + "FP": 0, + "IoU": 0.2698412698412698, + "TN": 700865, + "TP": 17, + "n_pred": 17, + "n_ref": 63 + }, + "10": { + "Dice": 0.7635289832448746, + "FN": 3170, + "FP": 15008, + "IoU": 0.617506575486586, + "TN": 653403, + "TP": 29347, + "n_pred": 44355, + "n_ref": 32517 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7299519438813856, + "FN": 4415, + "FP": 7442, + "IoU": 0.5747435621547952, + "TN": 673046, + "TP": 16025, + "n_pred": 23467, + "n_ref": 20440 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9010309278350516, + "FN": 81, + "FP": 15, + "IoU": 0.8198874296435272, + "TN": 700395, + "TP": 437, + "n_pred": 452, + "n_ref": 518 + }, + "3": { + "Dice": 0.9308358183028864, + "FN": 767, + "FP": 1622, + "IoU": 0.8706200920660709, + "TN": 682463, + "TP": 16076, + "n_pred": 17698, + "n_ref": 16843 + }, + "4": { + "Dice": 0.8624274904156881, + "FN": 12268, + "FP": 1440, + "IoU": 0.7581296868107631, + "TN": 644253, + "TP": 42967, + "n_pred": 44407, + "n_ref": 55235 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9675770304746013, + "FN": 3722, + "FP": 3001, + "IoU": 0.9371905304658159, + "TN": 593890, + "TP": 100315, + "n_pred": 103316, + "n_ref": 104037 + }, + "7": { + "Dice": 0.6392643399905857, + "FN": 3710, + "FP": 17748, + "IoU": 0.4697931852437548, + "TN": 660457, + "TP": 19013, + "n_pred": 36761, + "n_ref": 22723 + }, + "8": { + "Dice": 0.9301241068070704, + "FN": 736, + "FP": 193, + "IoU": 0.8693757030371203, + "TN": 693816, + "TP": 6183, + "n_pred": 6376, + "n_ref": 6919 + }, + "9": { + "Dice": 0.7332638164754953, + "FN": 1766, + "FP": 792, + "IoU": 0.5788607178136319, + "TN": 694854, + "TP": 3516, + "n_pred": 4308, + "n_ref": 5282 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0186.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0186.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 3856, + "IoU": 0.0, + "TN": 521840, + "TP": 0, + "n_pred": 3856, + "n_ref": 0 + }, + "10": { + "Dice": 0.8542052334017111, + "FN": 3729, + "FP": 2099, + "IoU": 0.7455132963626042, + "TN": 502795, + "TP": 17073, + "n_pred": 19172, + "n_ref": 20802 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8150232100154734, + "FN": 2556, + "FP": 6649, + "IoU": 0.6877967711301045, + "TN": 496212, + "TP": 20279, + "n_pred": 26928, + "n_ref": 22835 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8382126348228043, + "FN": 97, + "FP": 218, + "IoU": 0.7214854111405835, + "TN": 524565, + "TP": 816, + "n_pred": 1034, + "n_ref": 913 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 226, + "IoU": 0.0, + "TN": 525470, + "TP": 0, + "n_pred": 226, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.33815184278119587, + "FN": 477, + "FP": 21683, + "IoU": 0.2034793860752669, + "TN": 497875, + "TP": 5661, + "n_pred": 27344, + "n_ref": 6138 + }, + "7": { + "Dice": 0.8692363304657515, + "FN": 52291, + "FP": 1609, + "IoU": 0.7687161817144181, + "TN": 292649, + "TP": 179147, + "n_pred": 180756, + "n_ref": 231438 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9089627628333138, + "FN": 1388, + "FP": 937, + "IoU": 0.8331180017226529, + "TN": 511764, + "TP": 11607, + "n_pred": 12544, + "n_ref": 12995 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0212.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0212.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9697855880046259, + "FN": 321, + "FP": 1952, + "IoU": 0.941343449201311, + "TN": 662177, + "TP": 36478, + "n_pred": 38430, + "n_ref": 36799 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9437726026766176, + "FN": 4815, + "FP": 2508, + "IoU": 0.89353164391329, + "TN": 632147, + "TP": 61458, + "n_pred": 63966, + "n_ref": 66273 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9794694070860992, + "FN": 1594, + "FP": 6599, + "IoU": 0.9597648653426837, + "TN": 497300, + "TP": 195435, + "n_pred": 202034, + "n_ref": 197029 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 52, + "IoU": 0.0, + "TN": 700876, + "TP": 0, + "n_pred": 52, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0215.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0215.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8197097458842425, + "FN": 1696, + "FP": 1447, + "IoU": 0.6944984447900466, + "TN": 515408, + "TP": 7145, + "n_pred": 8592, + "n_ref": 8841 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9789105422651457, + "FN": 2043, + "FP": 3093, + "IoU": 0.9586922427313307, + "TN": 401361, + "TP": 119199, + "n_pred": 122292, + "n_ref": 121242 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0217.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0217.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 319, + "IoU": 0.0, + "TN": 700609, + "TP": 0, + "n_pred": 319, + "n_ref": 0 + }, + "11": { + "Dice": 0.71448619990644, + "FN": 1414, + "FP": 417, + "IoU": 0.5557981562348374, + "TN": 696806, + "TP": 2291, + "n_pred": 2708, + "n_ref": 3705 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.4926590538336052, + "FN": 276, + "FP": 5944, + "IoU": 0.3268398268398268, + "TN": 691688, + "TP": 3020, + "n_pred": 8964, + "n_ref": 3296 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9490979244843011, + "FN": 1036, + "FP": 1365, + "IoU": 0.903126891264878, + "TN": 676143, + "TP": 22384, + "n_pred": 23749, + "n_ref": 23420 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6532438478747203, + "FN": 2950, + "FP": 1390, + "IoU": 0.4850498338870432, + "TN": 692500, + "TP": 4088, + "n_pred": 5478, + "n_ref": 7038 + }, + "6": { + "Dice": 0.971283102045885, + "FN": 3393, + "FP": 4932, + "IoU": 0.944169483341381, + "TN": 551816, + "TP": 140787, + "n_pred": 145719, + "n_ref": 144180 + }, + "7": { + "Dice": 0.32772088179135567, + "FN": 1380, + "FP": 2493, + "IoU": 0.19597259705210712, + "TN": 696111, + "TP": 944, + "n_pred": 3437, + "n_ref": 2324 + }, + "8": { + "Dice": 0.9605139932483938, + "FN": 1388, + "FP": 425, + "IoU": 0.9240278243379149, + "TN": 677064, + "TP": 22051, + "n_pred": 22476, + "n_ref": 23439 + }, + "9": { + "Dice": 0.89638747046719, + "FN": 2746, + "FP": 2692, + "IoU": 0.8122302406684853, + "TN": 671967, + "TP": 23523, + "n_pred": 26215, + "n_ref": 26269 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0245.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0245.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7387158296249206, + "FN": 86, + "FP": 1558, + "IoU": 0.5856854838709677, + "TN": 696960, + "TP": 2324, + "n_pred": 3882, + "n_ref": 2410 + }, + "11": { + "Dice": 0.8087416858965658, + "FN": 901, + "FP": 508, + "IoU": 0.6788969917958068, + "TN": 696540, + "TP": 2979, + "n_pred": 3487, + "n_ref": 3880 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8456112202273922, + "FN": 1848, + "FP": 3733, + "IoU": 0.7325185717709082, + "TN": 680063, + "TP": 15284, + "n_pred": 19017, + "n_ref": 17132 + }, + "14": { + "Dice": 0.9903533418198748, + "FN": 2041, + "FP": 922, + "IoU": 0.9808910214242412, + "TN": 545870, + "TP": 152095, + "n_pred": 153017, + "n_ref": 154136 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9674374705049552, + "FN": 255, + "FP": 642, + "IoU": 0.9369287020109689, + "TN": 686706, + "TP": 13325, + "n_pred": 13967, + "n_ref": 13580 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9081755772831288, + "FN": 1440, + "FP": 767, + "IoU": 0.8317963569849859, + "TN": 687807, + "TP": 10914, + "n_pred": 11681, + "n_ref": 12354 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9759272801482968, + "FN": 2046, + "FP": 3616, + "IoU": 0.952986307739573, + "TN": 580495, + "TP": 114771, + "n_pred": 118387, + "n_ref": 116817 + }, + "7": { + "Dice": 0.0, + "FN": 1, + "FP": 956, + "IoU": 0.0, + "TN": 699971, + "TP": 0, + "n_pred": 956, + "n_ref": 1 + }, + "8": { + "Dice": 0.6736195029685283, + "FN": 551, + "FP": 11873, + "IoU": 0.5078629431570608, + "TN": 675683, + "TP": 12821, + "n_pred": 24694, + "n_ref": 13372 + }, + "9": { + "Dice": 0.8911841797939428, + "FN": 3149, + "FP": 1044, + "IoU": 0.8037260684360811, + "TN": 679565, + "TP": 17170, + "n_pred": 18214, + "n_ref": 20319 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0274.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0274.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9563949248942686, + "FN": 1161, + "FP": 334, + "IoU": 0.9164337618781442, + "TN": 332574, + "TP": 16395, + "n_pred": 16729, + "n_ref": 17556 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0279.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0279.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9028068297903391, + "FN": 1396, + "FP": 2600, + "IoU": 0.8228330747062735, + "TN": 152677, + "TP": 18559, + "n_pred": 21159, + "n_ref": 19955 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7865140269216253, + "FN": 1004, + "FP": 693, + "IoU": 0.648144308521667, + "TN": 170409, + "TP": 3126, + "n_pred": 3819, + "n_ref": 4130 + }, + "13": { + "Dice": 0.34930139720558884, + "FN": 1165, + "FP": 139, + "IoU": 0.21160822249093109, + "TN": 173578, + "TP": 350, + "n_pred": 489, + "n_ref": 1515 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9306796642296236, + "FN": 394, + "FP": 118, + "IoU": 0.8703469232717144, + "TN": 171283, + "TP": 3437, + "n_pred": 3555, + "n_ref": 3831 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.9697397857058754, + "FN": 503, + "FP": 525, + "IoU": 0.9412571428571429, + "TN": 157732, + "TP": 16472, + "n_pred": 16997, + "n_ref": 16975 + }, + "8": { + "Dice": 0.9652766596897977, + "FN": 396, + "FP": 251, + "IoU": 0.9328838174273859, + "TN": 165592, + "TP": 8993, + "n_pred": 9244, + "n_ref": 9389 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0332.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0332.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8898972814652861, + "FN": 1447, + "FP": 1222, + "IoU": 0.8016350798959495, + "TN": 337009, + "TP": 10786, + "n_pred": 12008, + "n_ref": 12233 + }, + "6": { + "Dice": 0.8862745098039215, + "FN": 575, + "FP": 179, + "IoU": 0.795774647887324, + "TN": 346772, + "TP": 2938, + "n_pred": 3117, + "n_ref": 3513 + }, + "7": { + "Dice": 0.786929425635843, + "FN": 350, + "FP": 915, + "IoU": 0.6487086920299917, + "TN": 346863, + "TP": 2336, + "n_pred": 3251, + "n_ref": 2686 + }, + "8": { + "Dice": 0.9513306068652724, + "FN": 381, + "FP": 2130, + "IoU": 0.9071787668194589, + "TN": 323412, + "TP": 24541, + "n_pred": 26671, + "n_ref": 24922 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0367.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0367.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.04878048780487805, + "FN": 39, + "FP": 0, + "IoU": 0.025, + "TN": 350424, + "TP": 1, + "n_pred": 1, + "n_ref": 40 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 262, + "IoU": 0.0, + "TN": 350202, + "TP": 0, + "n_pred": 262, + "n_ref": 0 + }, + "13": { + "Dice": 0.6950588235294117, + "FN": 1190, + "FP": 106, + "IoU": 0.5326361341507393, + "TN": 347691, + "TP": 1477, + "n_pred": 1583, + "n_ref": 2667 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8977137663427253, + "FN": 638, + "FP": 825, + "IoU": 0.8144107573258912, + "TN": 342581, + "TP": 6420, + "n_pred": 7245, + "n_ref": 7058 + }, + "6": { + "Dice": 0.9153105531432887, + "FN": 4077, + "FP": 409, + "IoU": 0.8438457254246728, + "TN": 321736, + "TP": 24242, + "n_pred": 24651, + "n_ref": 28319 + }, + "7": { + "Dice": 0.9189876997030962, + "FN": 495, + "FP": 78, + "IoU": 0.8501177086058069, + "TN": 346641, + "TP": 3250, + "n_pred": 3328, + "n_ref": 3745 + }, + "8": { + "Dice": 0.9606971677559912, + "FN": 701, + "FP": 2005, + "IoU": 0.9243669293979541, + "TN": 314686, + "TP": 33072, + "n_pred": 35077, + "n_ref": 33773 + }, + "9": { + "Dice": 0.8765903585535648, + "FN": 946, + "FP": 4709, + "IoU": 0.7802944947356152, + "TN": 324725, + "TP": 20084, + "n_pred": 24793, + "n_ref": 21030 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0371.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0371.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 100, + "IoU": 0.0, + "TN": 525596, + "TP": 0, + "n_pred": 100, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8706293706293706, + "FN": 37, + "FP": 37, + "IoU": 0.7708978328173375, + "TN": 525373, + "TP": 249, + "n_pred": 286, + "n_ref": 286 + }, + "14": { + "Dice": 0.7651898317613167, + "FN": 44709, + "FP": 1670, + "IoU": 0.6196821596090136, + "TN": 403748, + "TP": 75569, + "n_pred": 77239, + "n_ref": 120278 + }, + "15": { + "Dice": 0.7540683016273206, + "FN": 213, + "FP": 7298, + "IoU": 0.6052244297277409, + "TN": 506670, + "TP": 11515, + "n_pred": 18813, + "n_ref": 11728 + }, + "2": { + "Dice": 0.9721849205082215, + "FN": 3543, + "FP": 2381, + "IoU": 0.9458753232039908, + "TN": 416245, + "TP": 103527, + "n_pred": 105908, + "n_ref": 107070 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 96, + "IoU": 0.0, + "TN": 525600, + "TP": 0, + "n_pred": 96, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9739843649878251, + "FN": 723, + "FP": 292, + "IoU": 0.9492880339745191, + "TN": 505681, + "TP": 19000, + "n_pred": 19292, + "n_ref": 19723 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0374.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0374.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8721804511278195, + "FN": 54, + "FP": 14, + "IoU": 0.7733333333333333, + "TN": 350164, + "TP": 232, + "n_pred": 246, + "n_ref": 286 + }, + "10": { + "Dice": 0.9001236981764494, + "FN": 767, + "FP": 1736, + "IoU": 0.8183863009722827, + "TN": 336682, + "TP": 11279, + "n_pred": 13015, + "n_ref": 12046 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.795593635250918, + "FN": 1175, + "FP": 829, + "IoU": 0.6605691056910569, + "TN": 344560, + "TP": 3900, + "n_pred": 4729, + "n_ref": 5075 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8759665717696759, + "FN": 6629, + "FP": 124, + "IoU": 0.7793065132847479, + "TN": 319865, + "TP": 23846, + "n_pred": 23970, + "n_ref": 30475 + }, + "15": { + "Dice": 0.7782198299399329, + "FN": 132, + "FP": 2711, + "IoU": 0.636955688928617, + "TN": 342633, + "TP": 4988, + "n_pred": 7699, + "n_ref": 5120 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9583417039539768, + "FN": 1096, + "FP": 1185, + "IoU": 0.9200154288519532, + "TN": 321946, + "TP": 26237, + "n_pred": 27422, + "n_ref": 27333 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.9526354784081287, + "FN": 1570, + "FP": 220, + "IoU": 0.9095548481633066, + "TN": 330673, + "TP": 18001, + "n_pred": 18221, + "n_ref": 19571 + }, + "8": { + "Dice": 0.8993055555555556, + "FN": 44, + "FP": 14, + "IoU": 0.8170347003154574, + "TN": 350147, + "TP": 259, + "n_pred": 273, + "n_ref": 303 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0378.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0378.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.7416523840006608, + "FN": 11083, + "FP": 1428, + "IoU": 0.5893859332436246, + "TN": 495227, + "TP": 17958, + "n_pred": 19386, + "n_ref": 29041 + }, + "15": { + "Dice": 0.8789755062137239, + "FN": 7812, + "FP": 19670, + "IoU": 0.7840823381521056, + "TN": 398416, + "TP": 99798, + "n_pred": 119468, + "n_ref": 107610 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9993620241286479, + "FN": 43, + "FP": 180, + "IoU": 0.9987248617647227, + "TN": 350813, + "TP": 174660, + "n_pred": 174840, + "n_ref": 174703 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0390.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0390.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9792334494773519, + "FN": 125, + "FP": 322, + "IoU": 0.9593118514472966, + "TN": 339478, + "TP": 10539, + "n_pred": 10861, + "n_ref": 10664 + }, + "10": { + "Dice": 0.8985875495105, + "FN": 905, + "FP": 1809, + "IoU": 0.8158501831998914, + "TN": 335726, + "TP": 12024, + "n_pred": 13833, + "n_ref": 12929 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.890841500506928, + "FN": 132, + "FP": 191, + "IoU": 0.8031687995124924, + "TN": 348823, + "TP": 1318, + "n_pred": 1509, + "n_ref": 1450 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9749928626563606, + "FN": 1397, + "FP": 968, + "IoU": 0.9512059254368772, + "TN": 301995, + "TP": 46104, + "n_pred": 47072, + "n_ref": 47501 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.8750823271130626, + "FN": 448, + "FP": 121, + "IoU": 0.7779078844652615, + "TN": 347902, + "TP": 1993, + "n_pred": 2114, + "n_ref": 2441 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0401.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977385/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0401.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": 0.6559403132440437, + "FN": 3153.396444444444, + "FP": 3271.9306666666675, + "IoU": 0.5746895342696889, + "TN": 678691.0728888889, + "TP": 15811.6, + "n_pred": 19083.530666666666, + "n_ref": 18964.996444444445 + }, + "mean": { + "1": { + "Dice": 0.7437281035906921, + "FN": 2690.106666666667, + "FP": 1169.3466666666668, + "IoU": 0.6803651365556906, + "TN": 679117.8133333332, + "TP": 17950.733333333334, + "n_pred": 19120.08, + "n_ref": 20640.840000000004 + }, + "10": { + "Dice": 0.6028129569130647, + "FN": 2447.4866666666667, + "FP": 2020.6, + "IoU": 0.5054494652468243, + "TN": 688628.7799999999, + "TP": 7831.133333333333, + "n_pred": 9851.733333333334, + "n_ref": 10278.619999999999 + }, + "11": { + "Dice": 0.4993082485823196, + "FN": 266.2, + "FP": 183.24, + "IoU": 0.3913061178507734, + "TN": 699932.8866666667, + "TP": 545.6733333333334, + "n_pred": 728.9133333333333, + "n_ref": 811.8733333333333 + }, + "12": { + "Dice": 0.48593912264827166, + "FN": 282.6066666666667, + "FP": 198.4066666666667, + "IoU": 0.38051860587938624, + "TN": 699855.7533333333, + "TP": 591.2333333333333, + "n_pred": 789.6400000000001, + "n_ref": 873.8399999999999 + }, + "13": { + "Dice": 0.5555333630137111, + "FN": 1872.8733333333334, + "FP": 1830.94, + "IoU": 0.45588032443129906, + "TN": 692041.1133333333, + "TP": 5183.073333333334, + "n_pred": 7014.013333333333, + "n_ref": 7055.946666666668 + }, + "14": { + "Dice": 0.5686524740718412, + "FN": 2339.28, + "FP": 7804.2733333333335, + "IoU": 0.5114361465181657, + "TN": 672188.9333333332, + "TP": 18595.513333333332, + "n_pred": 26399.78666666667, + "n_ref": 20934.793333333335 + }, + "15": { + "Dice": 0.5699458879426311, + "FN": 2685.76, + "FP": 2612.686666666667, + "IoU": 0.47955217940644435, + "TN": 688846.0, + "TP": 6783.553333333332, + "n_pred": 9396.240000000002, + "n_ref": 9469.313333333334 + }, + "2": { + "Dice": 0.7537408054724715, + "FN": 3448.246666666667, + "FP": 2759.6666666666665, + "IoU": 0.6967629230317671, + "TN": 679156.4533333334, + "TP": 15563.633333333335, + "n_pred": 18323.3, + "n_ref": 19011.879999999997 + }, + "3": { + "Dice": 0.6774219419978798, + "FN": 7179.219999999999, + "FP": 3685.913333333333, + "IoU": 0.6305321114061407, + "TN": 675088.0599999999, + "TP": 14974.806666666667, + "n_pred": 18660.72, + "n_ref": 22154.026666666665 + }, + "4": { + "Dice": 0.578249383600336, + "FN": 950.4933333333332, + "FP": 960.0799999999999, + "IoU": 0.5071668795029949, + "TN": 692735.3466666667, + "TP": 6282.08, + "n_pred": 7242.160000000001, + "n_ref": 7232.573333333334 + }, + "5": { + "Dice": 0.6378051858594007, + "FN": 546.9200000000001, + "FP": 358.9666666666667, + "IoU": 0.525978355932277, + "TN": 698378.1933333334, + "TP": 1643.92, + "n_pred": 2002.8866666666665, + "n_ref": 2190.84 + }, + "6": { + "Dice": 0.8579835968503566, + "FN": 14425.32666666667, + "FP": 15232.893333333332, + "IoU": 0.7908090892304005, + "TN": 582670.4333333333, + "TP": 88599.34666666666, + "n_pred": 103832.24000000002, + "n_ref": 103024.67333333332 + }, + "7": { + "Dice": 0.6439221363085692, + "FN": 6387.226666666667, + "FP": 8329.54, + "IoU": 0.5594735857580048, + "TN": 652536.6399999999, + "TP": 33674.59333333334, + "n_pred": 42004.13333333334, + "n_ref": 40061.81999999999 + }, + "8": { + "Dice": 0.8484531660514956, + "FN": 689.1, + "FP": 810.1666666666666, + "IoU": 0.7880245107924119, + "TN": 687664.9666666666, + "TP": 11763.766666666666, + "n_pred": 12573.93333333333, + "n_ref": 12452.866666666667 + }, + "9": { + "Dice": 0.8156083257576142, + "FN": 1090.1, + "FP": 1122.2400000000002, + "IoU": 0.7170875825027544, + "TN": 691524.72, + "TP": 7190.94, + "n_pred": 8313.179999999998, + "n_ref": 8281.04 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/loop_003/summary.json b/nnActive_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/loop_003/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8230c30e6f2cc25d26f822a1ab5846f629a7fd42 --- /dev/null +++ b/nnActive_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/loop_003/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.8380526587908413, + "FN": 14376.63066666667, + "FP": 11345.976, + "IoU": 0.7510087253917026, + "TN": 96259024.33333333, + "TP": 172213.90000000002, + "n_pred": 183559.87599999996, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.9343774560929087, + "FN": 6991.92, + "FP": 11590.9, + "IoU": 0.8945491454606634, + "TN": 96251081.8, + "TP": 187296.22, + "n_pred": 198887.12, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.8059193529699331, + "FN": 14027.42, + "FP": 11582.64, + "IoU": 0.6939717244643849, + "TN": 96371155.64, + "TP": 60195.14, + "n_pred": 71777.78, + "n_ref": 74222.56 + }, + "11": { + "Dice": 0.7469886809247989, + "FN": 968.34, + "FP": 749.86, + "IoU": 0.6086979288719927, + "TN": 96452510.6, + "TP": 2732.04, + "n_pred": 3481.9, + "n_ref": 3700.38 + }, + "12": { + "Dice": 0.7476399119685501, + "FN": 1205.18, + "FP": 693.36, + "IoU": 0.6125358981292269, + "TN": 96452030.82, + "TP": 3031.48, + "n_pred": 3724.84, + "n_ref": 4236.66 + }, + "13": { + "Dice": 0.7110381646712335, + "FN": 17808.72, + "FP": 12171.4, + "IoU": 0.5744847142935976, + "TN": 96386931.3, + "TP": 40049.42, + "n_pred": 52220.82, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.7939971916242352, + "FN": 24154.92, + "FP": 15487.06, + "IoU": 0.7055306189940642, + "TN": 96303115.64, + "TP": 114203.22, + "n_pred": 129690.28, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.7429421774730037, + "FN": 9392.42, + "FP": 13133.78, + "IoU": 0.634702173737221, + "TN": 96389780.02, + "TP": 44654.62, + "n_pred": 57788.4, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.9391659287147415, + "FN": 8893.9, + "FP": 10089.04, + "IoU": 0.8901592139070336, + "TN": 96290030.1, + "TP": 147947.8, + "n_pred": 158036.84, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.9475661510810568, + "FN": 7060.92, + "FP": 10195.08, + "IoU": 0.9028414773065399, + "TN": 96283363.18, + "TP": 156341.66, + "n_pred": 166536.74, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.7702675477250902, + "FN": 4655.6, + "FP": 4036.78, + "IoU": 0.6870968888313774, + "TN": 96426346.56, + "TP": 21921.9, + "n_pred": 25958.68, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.7751745335766657, + "FN": 5908.42, + "FP": 2122.88, + "IoU": 0.6482634568003182, + "TN": 96437685.8, + "TP": 11243.74, + "n_pred": 13366.62, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.9664567154641392, + "FN": 54679.5, + "FP": 35586.36, + "IoU": 0.9360315643226872, + "TN": 95062150.86, + "TP": 1304544.12, + "n_pred": 1340130.48, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.8597403887668698, + "FN": 44147.16, + "FP": 26007.0, + "IoU": 0.7832387003912058, + "TN": 96092029.18, + "TP": 294777.5, + "n_pred": 320784.5, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.9391726160658093, + "FN": 7554.16, + "FP": 8637.58, + "IoU": 0.8865951371304436, + "TN": 96315954.08, + "TP": 124815.02, + "n_pred": 133452.6, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.8903430647435835, + "FN": 8200.88, + "FP": 8105.92, + "IoU": 0.8064322382347835, + "TN": 96371199.42, + "TP": 69454.62, + "n_pred": 77560.54, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9371297834331025, + "FN": 2987, + "FP": 9049, + "IoU": 0.8816972842272874, + "TN": 119491581, + "TP": 89703, + "n_pred": 98752, + "n_ref": 92690 + }, + "10": { + "Dice": 0.8171989658684354, + "FN": 12749, + "FP": 15251, + "IoU": 0.6909014638023535, + "TN": 119502734, + "TP": 62586, + "n_pred": 77837, + "n_ref": 75335 + }, + "11": { + "Dice": 0.7818835370237239, + "FN": 827, + "FP": 690, + "IoU": 0.6418791312559018, + "TN": 119589084, + "TP": 2719, + "n_pred": 3409, + "n_ref": 3546 + }, + "12": { + "Dice": 0.7215954875100725, + "FN": 883, + "FP": 1881, + "IoU": 0.5644500472738733, + "TN": 119586974, + "TP": 3582, + "n_pred": 5463, + "n_ref": 4465 + }, + "13": { + "Dice": 0.6036635205244909, + "FN": 17676, + "FP": 28389, + "IoU": 0.43231952283538316, + "TN": 119512174, + "TP": 35081, + "n_pred": 63470, + "n_ref": 52757 + }, + "14": { + "Dice": 0.36966812351667167, + "FN": 190477, + "FP": 3935, + "IoU": 0.2267440935486437, + "TN": 119341900, + "TP": 57008, + "n_pred": 60943, + "n_ref": 247485 + }, + "15": { + "Dice": 0.0018000161799207183, + "FN": 32685, + "FP": 164735, + "IoU": 0.0009008188341987268, + "TN": 119395722, + "TP": 178, + "n_pred": 164913, + "n_ref": 32863 + }, + "2": { + "Dice": 0.9230925386465829, + "FN": 4382, + "FP": 18349, + "IoU": 0.8571697864238723, + "TN": 119434173, + "TP": 136416, + "n_pred": 154765, + "n_ref": 140798 + }, + "3": { + "Dice": 0.9221627608655112, + "FN": 7193, + "FP": 20355, + "IoU": 0.8555677308069396, + "TN": 119402587, + "TP": 163185, + "n_pred": 183540, + "n_ref": 170378 + }, + "4": { + "Dice": 0.8743279616633862, + "FN": 14849, + "FP": 3220, + "IoU": 0.7767164252879245, + "TN": 119512396, + "TP": 62855, + "n_pred": 66075, + "n_ref": 77704 + }, + "5": { + "Dice": 0.21546860782529573, + "FN": 55976, + "FP": 4378, + "IoU": 0.12074240261064655, + "TN": 119524678, + "TP": 8288, + "n_pred": 12666, + "n_ref": 64264 + }, + "6": { + "Dice": 0.9693299716713403, + "FN": 34115, + "FP": 38520, + "IoU": 0.9404852620418304, + "TN": 118372866, + "TP": 1147819, + "n_pred": 1186339, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 78825, + "IoU": 0.0, + "TN": 119514495, + "TP": 0, + "n_pred": 78825, + "n_ref": 0 + }, + "8": { + "Dice": 0.9180647343452346, + "FN": 24576, + "FP": 22177, + "IoU": 0.8485394306743855, + "TN": 119284639, + "TP": 261928, + "n_pred": 284105, + "n_ref": 286504 + }, + "9": { + "Dice": 0.8722642844743553, + "FN": 11211, + "FP": 7921, + "IoU": 0.7734651589603931, + "TN": 119508865, + "TP": 65323, + "n_pred": 73244, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9605668284547456, + "FN": 8864, + "FP": 5890, + "IoU": 0.9241256241868215, + "TN": 72631207, + "TP": 179699, + "n_pred": 185589, + "n_ref": 188563 + }, + "10": { + "Dice": 0.8078700083874728, + "FN": 11623, + "FP": 15407, + "IoU": 0.6776693934985333, + "TN": 72741802, + "TP": 56828, + "n_pred": 72235, + "n_ref": 68451 + }, + "11": { + "Dice": 0.7497875955819882, + "FN": 482, + "FP": 696, + "IoU": 0.599728168535508, + "TN": 72822717, + "TP": 1765, + "n_pred": 2461, + "n_ref": 2247 + }, + "12": { + "Dice": 0.7065458895915229, + "FN": 807, + "FP": 910, + "IoU": 0.546247357293869, + "TN": 72821876, + "TP": 2067, + "n_pred": 2977, + "n_ref": 2874 + }, + "13": { + "Dice": 0.7484911103381959, + "FN": 13599, + "FP": 10987, + "IoU": 0.5980709498119994, + "TN": 72764490, + "TP": 36584, + "n_pred": 47571, + "n_ref": 50183 + }, + "14": { + "Dice": 0.900273772811826, + "FN": 4050, + "FP": 12087, + "IoU": 0.8186344478786176, + "TN": 72736685, + "TP": 72838, + "n_pred": 84925, + "n_ref": 76888 + }, + "15": { + "Dice": 0.8574548528755607, + "FN": 5968, + "FP": 6172, + "IoU": 0.7504778739234991, + "TN": 72777007, + "TP": 36513, + "n_pred": 42685, + "n_ref": 42481 + }, + "2": { + "Dice": 0.9543852917193975, + "FN": 6509, + "FP": 5854, + "IoU": 0.9127504463750115, + "TN": 72683963, + "TP": 129334, + "n_pred": 135188, + "n_ref": 135843 + }, + "3": { + "Dice": 0.9646687993978171, + "FN": 4117, + "FP": 4895, + "IoU": 0.9317489889580588, + "TN": 72693618, + "TP": 123030, + "n_pred": 127925, + "n_ref": 127147 + }, + "4": { + "Dice": 0.8732857926494789, + "FN": 3130, + "FP": 3800, + "IoU": 0.7750730282375852, + "TN": 72794850, + "TP": 23880, + "n_pred": 27680, + "n_ref": 27010 + }, + "5": { + "Dice": 0.8373993808049536, + "FN": 1877, + "FP": 749, + "IoU": 0.7202812100553898, + "TN": 72816272, + "TP": 6762, + "n_pred": 7511, + "n_ref": 8639 + }, + "6": { + "Dice": 0.9613774348334622, + "FN": 44727, + "FP": 48723, + "IoU": 0.9256273328505146, + "TN": 71569150, + "TP": 1163060, + "n_pred": 1211783, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.912475957261119, + "FN": 23502, + "FP": 17816, + "IoU": 0.8390398017896586, + "TN": 72568963, + "TP": 215379, + "n_pred": 233195, + "n_ref": 238881 + }, + "8": { + "Dice": 0.9276570868544802, + "FN": 4241, + "FP": 4174, + "IoU": 0.8650750384812724, + "TN": 72763292, + "TP": 53953, + "n_pred": 58127, + "n_ref": 58194 + }, + "9": { + "Dice": 0.8755436996543976, + "FN": 11357, + "FP": 7585, + "IoU": 0.7786373729110669, + "TN": 72740090, + "TP": 66628, + "n_pred": 74213, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9664139552032446, + "FN": 8410, + "FP": 9080, + "IoU": 0.9350106457690035, + "TN": 71540367, + "TP": 251631, + "n_pred": 260711, + "n_ref": 260041 + }, + "10": { + "Dice": 0.8520863277778388, + "FN": 16058, + "FP": 10904, + "IoU": 0.742291296285676, + "TN": 71704866, + "TP": 77660, + "n_pred": 88564, + "n_ref": 93718 + }, + "11": { + "Dice": 0.697565543071161, + "FN": 1134, + "FP": 804, + "IoU": 0.5355859094176851, + "TN": 71805315, + "TP": 2235, + "n_pred": 3039, + "n_ref": 3369 + }, + "12": { + "Dice": 0.6573831775700935, + "FN": 2992, + "FP": 674, + "IoU": 0.4896282890157316, + "TN": 71802305, + "TP": 3517, + "n_pred": 4191, + "n_ref": 6509 + }, + "13": { + "Dice": 0.7946855624446413, + "FN": 16798, + "FP": 7541, + "IoU": 0.6593180482069371, + "TN": 71738046, + "TP": 47103, + "n_pred": 54644, + "n_ref": 63901 + }, + "14": { + "Dice": 0.9155949357778672, + "FN": 74012, + "FP": 8616, + "IoU": 0.844329269556338, + "TN": 71278701, + "TP": 448159, + "n_pred": 456775, + "n_ref": 522171 + }, + "15": { + "Dice": 0.8669182877257552, + "FN": 37452, + "FP": 6517, + "IoU": 0.7650977668554333, + "TN": 71622308, + "TP": 143211, + "n_pred": 149728, + "n_ref": 180663 + }, + "2": { + "Dice": 0.9450404446045249, + "FN": 6501, + "FP": 9826, + "IoU": 0.8958072750478622, + "TN": 71652788, + "TP": 140373, + "n_pred": 150199, + "n_ref": 146874 + }, + "3": { + "Dice": 0.9533399006292761, + "FN": 7894, + "FP": 9442, + "IoU": 0.9108400150177178, + "TN": 71615051, + "TP": 177101, + "n_pred": 186543, + "n_ref": 184995 + }, + "4": { + "Dice": 0.7496824847015356, + "FN": 989, + "FP": 7683, + "IoU": 0.599593683627297, + "TN": 71787830, + "TP": 12986, + "n_pred": 20669, + "n_ref": 13975 + }, + "5": { + "Dice": 0.8570304818092429, + "FN": 1627, + "FP": 1281, + "IoU": 0.7498279421885754, + "TN": 71797864, + "TP": 8716, + "n_pred": 9997, + "n_ref": 10343 + }, + "6": { + "Dice": 0.9715932174181238, + "FN": 41672, + "FP": 28879, + "IoU": 0.9447557463388966, + "TN": 70532414, + "TP": 1206523, + "n_pred": 1235402, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.9348369153838402, + "FN": 17158, + "FP": 13231, + "IoU": 0.8776467461982277, + "TN": 71561117, + "TP": 217982, + "n_pred": 231213, + "n_ref": 235140 + }, + "8": { + "Dice": 0.931952812515822, + "FN": 7607, + "FP": 3145, + "IoU": 0.8725764399146717, + "TN": 71725108, + "TP": 73628, + "n_pred": 76773, + "n_ref": 81235 + }, + "9": { + "Dice": 0.8608240757068124, + "FN": 14930, + "FP": 8748, + "IoU": 0.7556550813175926, + "TN": 71712584, + "TP": 73226, + "n_pred": 81974, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9713466313813727, + "FN": 5896, + "FP": 6393, + "IoU": 0.9442895546881729, + "TN": 135224923, + "TP": 208298, + "n_pred": 214691, + "n_ref": 214194 + }, + "10": { + "Dice": 0.8502336947495789, + "FN": 13462, + "FP": 11788, + "IoU": 0.7394839202253335, + "TN": 135348587, + "TP": 71673, + "n_pred": 83461, + "n_ref": 85135 + }, + "11": { + "Dice": 0.7067354965585054, + "FN": 672, + "FP": 1714, + "IoU": 0.5464740543622886, + "TN": 135440249, + "TP": 2875, + "n_pred": 4589, + "n_ref": 3547 + }, + "12": { + "Dice": 0.7779856256768731, + "FN": 1557, + "FP": 698, + "IoU": 0.6366419593941347, + "TN": 135439304, + "TP": 3951, + "n_pred": 4649, + "n_ref": 5508 + }, + "13": { + "Dice": 0.7760016068242772, + "FN": 7733, + "FP": 11226, + "IoU": 0.6339890731481302, + "TN": 135393711, + "TP": 32840, + "n_pred": 44066, + "n_ref": 40573 + }, + "14": { + "Dice": 0.9093672236670773, + "FN": 13467, + "FP": 12356, + "IoU": 0.8337978129766817, + "TN": 135290139, + "TP": 129548, + "n_pred": 141904, + "n_ref": 143015 + }, + "15": { + "Dice": 0.7568511348971381, + "FN": 16404, + "FP": 6017, + "IoU": 0.6088177821201759, + "TN": 135388194, + "TP": 34895, + "n_pred": 40912, + "n_ref": 51299 + }, + "2": { + "Dice": 0.9637094444979301, + "FN": 9338, + "FP": 5740, + "IoU": 0.9299606557072451, + "TN": 135230231, + "TP": 200201, + "n_pred": 205941, + "n_ref": 209539 + }, + "3": { + "Dice": 0.9576619679549212, + "FN": 14593, + "FP": 4176, + "IoU": 0.918763336377526, + "TN": 135214469, + "TP": 212272, + "n_pred": 216448, + "n_ref": 226865 + }, + "4": { + "Dice": 0.8617203790218281, + "FN": 4193, + "FP": 6285, + "IoU": 0.7570375179705978, + "TN": 135402384, + "TP": 32648, + "n_pred": 38933, + "n_ref": 36841 + }, + "5": { + "Dice": 0.6919487780312841, + "FN": 11212, + "FP": 3775, + "IoU": 0.5289921116314152, + "TN": 135413691, + "TP": 16832, + "n_pred": 20607, + "n_ref": 28044 + }, + "6": { + "Dice": 0.9636153010234664, + "FN": 50729, + "FP": 70978, + "IoU": 0.9297853412686142, + "TN": 133712154, + "TP": 1611649, + "n_pred": 1682627, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.8788313692860256, + "FN": 20471, + "FP": 28750, + "IoU": 0.7838529773405937, + "TN": 135217790, + "TP": 178499, + "n_pred": 207249, + "n_ref": 198970 + }, + "8": { + "Dice": 0.9117473670793301, + "FN": 32121, + "FP": 17730, + "IoU": 0.8378085561184153, + "TN": 135138151, + "TP": 257508, + "n_pred": 275238, + "n_ref": 289629 + }, + "9": { + "Dice": 0.8673202125271271, + "FN": 16904, + "FP": 7918, + "IoU": 0.7657241014799154, + "TN": 135339558, + "TP": 81130, + "n_pred": 89048, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9052707119169471, + "FN": 11489, + "FP": 39728, + "IoU": 0.8269356833433579, + "TN": 105458063, + "TP": 244725, + "n_pred": 284453, + "n_ref": 256214 + }, + "10": { + "Dice": 0.397304716745695, + "FN": 34217, + "FP": 45478, + "IoU": 0.24789785113671753, + "TN": 105648042, + "TP": 26268, + "n_pred": 71746, + "n_ref": 60485 + }, + "11": { + "Dice": 0.7284841754580789, + "FN": 501, + "FP": 966, + "IoU": 0.5729257641921397, + "TN": 105750570, + "TP": 1968, + "n_pred": 2934, + "n_ref": 2469 + }, + "12": { + "Dice": 0.6773876749324822, + "FN": 1645, + "FP": 983, + "IoU": 0.5121589010581028, + "TN": 105748618, + "TP": 2759, + "n_pred": 3742, + "n_ref": 4404 + }, + "13": { + "Dice": 0.5804211013744378, + "FN": 39538, + "FP": 20265, + "IoU": 0.40886850455187956, + "TN": 105652838, + "TP": 41364, + "n_pred": 61629, + "n_ref": 80902 + }, + "14": { + "Dice": 0.9464546778863319, + "FN": 15309, + "FP": 5238, + "IoU": 0.8983521240334621, + "TN": 105551866, + "TP": 181592, + "n_pred": 186830, + "n_ref": 196901 + }, + "15": { + "Dice": 0.8311149461161395, + "FN": 5297, + "FP": 3902, + "IoU": 0.7110322296915248, + "TN": 105722171, + "TP": 22635, + "n_pred": 26537, + "n_ref": 27932 + }, + "2": { + "Dice": 0.9389510782806033, + "FN": 8492, + "FP": 10285, + "IoU": 0.8849272253715337, + "TN": 105590830, + "TP": 144398, + "n_pred": 154683, + "n_ref": 152890 + }, + "3": { + "Dice": 0.9522110648961905, + "FN": 7315, + "FP": 9161, + "IoU": 0.9087813709369342, + "TN": 105573384, + "TP": 164145, + "n_pred": 173306, + "n_ref": 171460 + }, + "4": { + "Dice": 0.6775083676128669, + "FN": 14337, + "FP": 10907, + "IoU": 0.5122969030737428, + "TN": 105702244, + "TP": 26517, + "n_pred": 37424, + "n_ref": 40854 + }, + "5": { + "Dice": 0.7937196321728306, + "FN": 2482, + "FP": 2655, + "IoU": 0.6579893475366179, + "TN": 105738985, + "TP": 9883, + "n_pred": 12538, + "n_ref": 12365 + }, + "6": { + "Dice": 0.9575393709878539, + "FN": 85251, + "FP": 43465, + "IoU": 0.9185376831883185, + "TN": 104173937, + "TP": 1451352, + "n_pred": 1494817, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.8399659803678373, + "FN": 31352, + "FP": 58968, + "IoU": 0.7240873682602719, + "TN": 105426655, + "TP": 237030, + "n_pred": 295998, + "n_ref": 268382 + }, + "8": { + "Dice": 0.9110961639067722, + "FN": 3332, + "FP": 13322, + "IoU": 0.8367094813216982, + "TN": 105652015, + "TP": 85336, + "n_pred": 98658, + "n_ref": 88668 + }, + "9": { + "Dice": 0.8311951652662549, + "FN": 12090, + "FP": 13384, + "IoU": 0.7111496637978932, + "TN": 105665814, + "TP": 62717, + "n_pred": 76101, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9685185185185186, + "FN": 7966, + "FP": 7980, + "IoU": 0.9389587073608617, + "TN": 96876647, + "TP": 245287, + "n_pred": 253267, + "n_ref": 253253 + }, + "10": { + "Dice": 0.8381829214705697, + "FN": 12430, + "FP": 26237, + "IoU": 0.7214413843283314, + "TN": 96999069, + "TP": 100144, + "n_pred": 126381, + "n_ref": 112574 + }, + "11": { + "Dice": 0.7930799618580575, + "FN": 650, + "FP": 869, + "IoU": 0.6571106094808127, + "TN": 97133450, + "TP": 2911, + "n_pred": 3780, + "n_ref": 3561 + }, + "12": { + "Dice": 0.8512809379070777, + "FN": 597, + "FP": 773, + "IoU": 0.7410697410697411, + "TN": 97132589, + "TP": 3921, + "n_pred": 4694, + "n_ref": 4518 + }, + "13": { + "Dice": 0.7587909897823276, + "FN": 10872, + "FP": 13939, + "IoU": 0.6113321636694028, + "TN": 97074044, + "TP": 39025, + "n_pred": 52964, + "n_ref": 49897 + }, + "14": { + "Dice": 0.9570975473025596, + "FN": 10079, + "FP": 12727, + "IoU": 0.9177248982654622, + "TN": 96860688, + "TP": 254386, + "n_pred": 267113, + "n_ref": 264465 + }, + "15": { + "Dice": 0.7666969469568309, + "FN": 2960, + "FP": 8854, + "IoU": 0.6216614359828349, + "TN": 97106654, + "TP": 19412, + "n_pred": 28266, + "n_ref": 22372 + }, + "2": { + "Dice": 0.9440518256772674, + "FN": 6557, + "FP": 9023, + "IoU": 0.894032348020078, + "TN": 96990854, + "TP": 131446, + "n_pred": 140469, + "n_ref": 138003 + }, + "3": { + "Dice": 0.9447839128985668, + "FN": 9643, + "FP": 7752, + "IoU": 0.8953463887134133, + "TN": 96971665, + "TP": 148820, + "n_pred": 156572, + "n_ref": 158463 + }, + "4": { + "Dice": 0.9137653990358865, + "FN": 1906, + "FP": 2924, + "IoU": 0.8412228796844181, + "TN": 97107460, + "TP": 25590, + "n_pred": 28514, + "n_ref": 27496 + }, + "5": { + "Dice": 0.8523060517195414, + "FN": 1845, + "FP": 2587, + "IoU": 0.7426248548199768, + "TN": 97120660, + "TP": 12788, + "n_pred": 15375, + "n_ref": 14633 + }, + "6": { + "Dice": 0.974757239874472, + "FN": 47152, + "FP": 28113, + "IoU": 0.9507574964539378, + "TN": 95609424, + "TP": 1453191, + "n_pred": 1481304, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.9469793307277995, + "FN": 10739, + "FP": 16529, + "IoU": 0.8992979514659556, + "TN": 96867101, + "TP": 243511, + "n_pred": 260040, + "n_ref": 254250 + }, + "8": { + "Dice": 0.9322363132123226, + "FN": 6876, + "FP": 10741, + "IoU": 0.8730736255106378, + "TN": 96999083, + "TP": 121180, + "n_pred": 131921, + "n_ref": 128056 + }, + "9": { + "Dice": 0.8420225307833377, + "FN": 5907, + "FP": 17610, + "IoU": 0.7271493212669683, + "TN": 97051690, + "TP": 62673, + "n_pred": 80283, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.863821509832602, + "FN": 3426, + "FP": 50200, + "IoU": 0.76028680115686, + "TN": 130543083, + "TP": 170083, + "n_pred": 220283, + "n_ref": 173509 + }, + "10": { + "Dice": 0.8509367158659984, + "FN": 9593, + "FP": 14110, + "IoU": 0.7405481731211279, + "TN": 130675434, + "TP": 67655, + "n_pred": 81765, + "n_ref": 77248 + }, + "11": { + "Dice": 0.7643819566490919, + "FN": 787, + "FP": 1224, + "IoU": 0.6186231746633795, + "TN": 130761519, + "TP": 3262, + "n_pred": 4486, + "n_ref": 4049 + }, + "12": { + "Dice": 0.8127155495576548, + "FN": 618, + "FP": 631, + "IoU": 0.6845162919929275, + "TN": 130762833, + "TP": 2710, + "n_pred": 3341, + "n_ref": 3328 + }, + "13": { + "Dice": 0.796347650851115, + "FN": 16713, + "FP": 6126, + "IoU": 0.6616093520809565, + "TN": 130699299, + "TP": 44654, + "n_pred": 50780, + "n_ref": 61367 + }, + "14": { + "Dice": 0.9538555453813924, + "FN": 4735, + "FP": 10232, + "IoU": 0.9117818683358972, + "TN": 130597133, + "TP": 154692, + "n_pred": 164924, + "n_ref": 159427 + }, + "15": { + "Dice": 0.8264583069720359, + "FN": 2664, + "FP": 8308, + "IoU": 0.7042428163243302, + "TN": 130729694, + "TP": 26126, + "n_pred": 34434, + "n_ref": 28790 + }, + "2": { + "Dice": 0.9628651792553659, + "FN": 7322, + "FP": 4943, + "IoU": 0.9283895979541553, + "TN": 130595518, + "TP": 159009, + "n_pred": 163952, + "n_ref": 166331 + }, + "3": { + "Dice": 0.9604419677861508, + "FN": 5589, + "FP": 7629, + "IoU": 0.9238945186549977, + "TN": 130593112, + "TP": 160462, + "n_pred": 168091, + "n_ref": 166051 + }, + "4": { + "Dice": 0.8893809832044425, + "FN": 3830, + "FP": 2664, + "IoU": 0.8007975460122699, + "TN": 130734192, + "TP": 26106, + "n_pred": 28770, + "n_ref": 29936 + }, + "5": { + "Dice": 0.7252429823965201, + "FN": 9968, + "FP": 6202, + "IoU": 0.568926448241849, + "TN": 130729281, + "TP": 21341, + "n_pred": 27543, + "n_ref": 31309 + }, + "6": { + "Dice": 0.965776071972087, + "FN": 30764, + "FP": 61821, + "IoU": 0.9338171800121235, + "TN": 129367864, + "TP": 1306343, + "n_pred": 1368164, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.946898841488592, + "FN": 24745, + "FP": 22452, + "IoU": 0.8991527868292005, + "TN": 130298787, + "TP": 420808, + "n_pred": 443260, + "n_ref": 445553 + }, + "8": { + "Dice": 0.9034153779581913, + "FN": 11002, + "FP": 35871, + "IoU": 0.8238446534806023, + "TN": 130500703, + "TP": 219216, + "n_pred": 255087, + "n_ref": 230218 + }, + "9": { + "Dice": 0.8958328213848656, + "FN": 10891, + "FP": 10304, + "IoU": 0.81131991489589, + "TN": 130654459, + "TP": 91138, + "n_pred": 101442, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9088080524210315, + "FN": 10695, + "FP": 27465, + "IoU": 0.8328581002062994, + "TN": 72007699, + "TP": 190149, + "n_pred": 217614, + "n_ref": 200844 + }, + "10": { + "Dice": 0.5379576259516455, + "FN": 35317, + "FP": 11657, + "IoU": 0.36794940796555436, + "TN": 72161688, + "TP": 27346, + "n_pred": 39003, + "n_ref": 62663 + }, + "11": { + "Dice": 0.7167487684729064, + "FN": 941, + "FP": 439, + "IoU": 0.5585412667946257, + "TN": 72232882, + "TP": 1746, + "n_pred": 2185, + "n_ref": 2687 + }, + "12": { + "Dice": 0.6318704139554202, + "FN": 1789, + "FP": 870, + "IoU": 0.46184982797004653, + "TN": 72231067, + "TP": 2282, + "n_pred": 3152, + "n_ref": 4071 + }, + "13": { + "Dice": 0.6328425364739855, + "FN": 32744, + "FP": 10994, + "IoU": 0.4628892818547991, + "TN": 72154576, + "TP": 37694, + "n_pred": 48688, + "n_ref": 70438 + }, + "14": { + "Dice": 0.4712620578778135, + "FN": 12875, + "FP": 123937, + "IoU": 0.3082686998816879, + "TN": 72038226, + "TP": 60970, + "n_pred": 184907, + "n_ref": 73845 + }, + "15": { + "Dice": 0.731823369608899, + "FN": 5553, + "FP": 11130, + "IoU": 0.577067383258125, + "TN": 72196562, + "TP": 22763, + "n_pred": 33893, + "n_ref": 28316 + }, + "2": { + "Dice": 0.9238749362570118, + "FN": 11345, + "FP": 7763, + "IoU": 0.8585200432406818, + "TN": 72100950, + "TP": 115950, + "n_pred": 123713, + "n_ref": 127295 + }, + "3": { + "Dice": 0.9254887879911046, + "FN": 8440, + "FP": 17292, + "IoU": 0.861311429464584, + "TN": 72050470, + "TP": 159806, + "n_pred": 177098, + "n_ref": 168246 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 67115, + "IoU": 0.0, + "TN": 72168893, + "TP": 0, + "n_pred": 67115, + "n_ref": 0 + }, + "5": { + "Dice": 0.8005096290488558, + "FN": 59, + "FP": 4012, + "IoU": 0.6673747855216929, + "TN": 72223769, + "TP": 8168, + "n_pred": 12180, + "n_ref": 8227 + }, + "6": { + "Dice": 0.9321509487301111, + "FN": 140094, + "FP": 59592, + "IoU": 0.8729238909016164, + "TN": 70664619, + "TP": 1371703, + "n_pred": 1431295, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.7195985149180671, + "FN": 109196, + "FP": 70100, + "IoU": 0.5620100595806635, + "TN": 71826647, + "TP": 230065, + "n_pred": 300165, + "n_ref": 339261 + }, + "8": { + "Dice": 0.9324520034163912, + "FN": 4804, + "FP": 4291, + "IoU": 0.8734520662306943, + "TN": 72164138, + "TP": 62775, + "n_pred": 67066, + "n_ref": 67579 + }, + "9": { + "Dice": 0.7054837658812032, + "FN": 17136, + "FP": 9986, + "IoU": 0.5449786934201255, + "TN": 72176402, + "TP": 32484, + "n_pred": 42470, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9101879188340597, + "FN": 11302, + "FP": 4030, + "IoU": 0.8351787749134614, + "TN": 52460098, + "TP": 77690, + "n_pred": 81720, + "n_ref": 88992 + }, + "10": { + "Dice": 0.23097492008851733, + "FN": 39669, + "FP": 10373, + "IoU": 0.13056622131104817, + "TN": 52495563, + "TP": 7515, + "n_pred": 17888, + "n_ref": 47184 + }, + "11": { + "Dice": 0.02208927749654855, + "FN": 2018, + "FP": 107, + "IoU": 0.011167985109353188, + "TN": 52550971, + "TP": 24, + "n_pred": 131, + "n_ref": 2042 + }, + "12": { + "Dice": 0.14873949579831933, + "FN": 3712, + "FP": 340, + "IoU": 0.08034498411257376, + "TN": 52548714, + "TP": 354, + "n_pred": 694, + "n_ref": 4066 + }, + "13": { + "Dice": 0.4560266450625619, + "FN": 14016, + "FP": 4113, + "IoU": 0.2953591417910448, + "TN": 52527392, + "TP": 7599, + "n_pred": 11712, + "n_ref": 21615 + }, + "14": { + "Dice": 0.40874025714476053, + "FN": 40498, + "FP": 3879, + "IoU": 0.2568658316029205, + "TN": 52493404, + "TP": 15339, + "n_pred": 19218, + "n_ref": 55837 + }, + "15": { + "Dice": 0.0, + "FN": 25269, + "FP": 42212, + "IoU": 0.0, + "TN": 52485639, + "TP": 0, + "n_pred": 42212, + "n_ref": 25269 + }, + "2": { + "Dice": 0.6950187448928893, + "FN": 50446, + "FP": 23827, + "IoU": 0.5325890637684625, + "TN": 52394217, + "TP": 84630, + "n_pred": 108457, + "n_ref": 135076 + }, + "3": { + "Dice": 0.8247217249163229, + "FN": 10653, + "FP": 45642, + "IoU": 0.701724640368771, + "TN": 52364385, + "TP": 132440, + "n_pred": 178082, + "n_ref": 143093 + }, + "4": { + "Dice": 0.0, + "FN": 1880, + "FP": 2, + "IoU": 0.0, + "TN": 52551238, + "TP": 0, + "n_pred": 2, + "n_ref": 1880 + }, + "5": { + "Dice": 0.8037425832952989, + "FN": 999, + "FP": 1581, + "IoU": 0.6718809614650897, + "TN": 52545257, + "TP": 5283, + "n_pred": 6864, + "n_ref": 6282 + }, + "6": { + "Dice": 0.9244800447486937, + "FN": 65447, + "FP": 50123, + "IoU": 0.8595656828447032, + "TN": 51730173, + "TP": 707377, + "n_pred": 757500, + "n_ref": 772824 + }, + "7": { + "Dice": 0.30427036332647867, + "FN": 157627, + "FP": 4430, + "IoU": 0.17943329923947057, + "TN": 52355626, + "TP": 35437, + "n_pred": 39867, + "n_ref": 193064 + }, + "8": { + "Dice": 0.9096594982078853, + "FN": 8773, + "FP": 1309, + "IoU": 0.8342893772291711, + "TN": 52492279, + "TP": 50759, + "n_pred": 52068, + "n_ref": 59532 + }, + "9": { + "Dice": 0.816832637327337, + "FN": 20877, + "FP": 4782, + "IoU": 0.690377932232841, + "TN": 52470248, + "TP": 57213, + "n_pred": 61995, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9736670195751582, + "FN": 11766, + "FP": 3431, + "IoU": 0.9486853079320486, + "TN": 143841097, + "TP": 280956, + "n_pred": 284387, + "n_ref": 292722 + }, + "10": { + "Dice": 0.8684704898687087, + "FN": 16222, + "FP": 8633, + "IoU": 0.7675190811134391, + "TN": 144030338, + "TP": 82057, + "n_pred": 90690, + "n_ref": 98279 + }, + "11": { + "Dice": 0.7176648213387016, + "FN": 2341, + "FP": 1025, + "IoU": 0.5596546310832025, + "TN": 144129606, + "TP": 4278, + "n_pred": 5303, + "n_ref": 6619 + }, + "12": { + "Dice": 0.6292134831460674, + "FN": 1922, + "FP": 2467, + "IoU": 0.45901639344262296, + "TN": 144129137, + "TP": 3724, + "n_pred": 6191, + "n_ref": 5646 + }, + "13": { + "Dice": 0.8029664660361135, + "FN": 29593, + "FP": 7071, + "IoU": 0.6707969687174514, + "TN": 144025878, + "TP": 74708, + "n_pred": 81779, + "n_ref": 104301 + }, + "14": { + "Dice": 0.9622382411113984, + "FN": 13837, + "FP": 17264, + "IoU": 0.9272246089910987, + "TN": 143709894, + "TP": 396255, + "n_pred": 413519, + "n_ref": 410092 + }, + "15": { + "Dice": 0.4950345039830498, + "FN": 1755, + "FP": 40906, + "IoU": 0.32893412194047694, + "TN": 144073678, + "TP": 20911, + "n_pred": 61817, + "n_ref": 22666 + }, + "2": { + "Dice": 0.9638493404045904, + "FN": 4367, + "FP": 5660, + "IoU": 0.930221229392402, + "TN": 143993553, + "TP": 133670, + "n_pred": 139330, + "n_ref": 138037 + }, + "3": { + "Dice": 0.9620562473829423, + "FN": 6475, + "FP": 6755, + "IoU": 0.9268866881825014, + "TN": 143956298, + "TP": 167722, + "n_pred": 174477, + "n_ref": 174197 + }, + "4": { + "Dice": 0.9199373263738694, + "FN": 3319, + "FP": 5010, + "IoU": 0.8517443930224279, + "TN": 144081070, + "TP": 47851, + "n_pred": 52861, + "n_ref": 51170 + }, + "5": { + "Dice": 0.7567233929988537, + "FN": 10677, + "FP": 3118, + "IoU": 0.6086524822695035, + "TN": 144102000, + "TP": 21455, + "n_pred": 24573, + "n_ref": 32132 + }, + "6": { + "Dice": 0.9763445244975468, + "FN": 41737, + "FP": 22074, + "IoU": 0.9537823494944095, + "TN": 142756587, + "TP": 1316852, + "n_pred": 1338926, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.9450138773920241, + "FN": 16168, + "FP": 10934, + "IoU": 0.8957595338371892, + "TN": 143877255, + "TP": 232893, + "n_pred": 243827, + "n_ref": 249061 + }, + "8": { + "Dice": 0.9027579400607139, + "FN": 12326, + "FP": 34378, + "IoU": 0.8227518548739066, + "TN": 143873755, + "TP": 216791, + "n_pred": 251169, + "n_ref": 229117 + }, + "9": { + "Dice": 0.8971865667731964, + "FN": 8837, + "FP": 10787, + "IoU": 0.8135433789086625, + "TN": 144032003, + "TP": 85623, + "n_pred": 96410, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9668564012498501, + "FN": 8395, + "FP": 5702, + "IoU": 0.9358393183866299, + "TN": 111559206, + "TP": 205617, + "n_pred": 211319, + "n_ref": 214012 + }, + "10": { + "Dice": 0.7107208109860317, + "FN": 15855, + "FP": 8686, + "IoU": 0.5512543885313048, + "TN": 111724232, + "TP": 30147, + "n_pred": 38833, + "n_ref": 46002 + }, + "11": { + "Dice": 0.7503997674080535, + "FN": 1214, + "FP": 503, + "IoU": 0.6005118659841787, + "TN": 111774622, + "TP": 2581, + "n_pred": 3084, + "n_ref": 3795 + }, + "12": { + "Dice": 0.5772040915733073, + "FN": 2290, + "FP": 1182, + "IoU": 0.40568298527901403, + "TN": 111773078, + "TP": 2370, + "n_pred": 3552, + "n_ref": 4660 + }, + "13": { + "Dice": 0.7651007950946079, + "FN": 11517, + "FP": 13920, + "IoU": 0.6195653799560294, + "TN": 111712057, + "TP": 41426, + "n_pred": 55346, + "n_ref": 52943 + }, + "14": { + "Dice": 0.8633534702644651, + "FN": 11587, + "FP": 13860, + "IoU": 0.7595619637930383, + "TN": 111673084, + "TP": 80389, + "n_pred": 94249, + "n_ref": 91976 + }, + "15": { + "Dice": 0.6676151909817226, + "FN": 4632, + "FP": 1442, + "IoU": 0.5010678495153607, + "TN": 111766746, + "TP": 6100, + "n_pred": 7542, + "n_ref": 10732 + }, + "2": { + "Dice": 0.9664535576245229, + "FN": 7524, + "FP": 6276, + "IoU": 0.9350847896135663, + "TN": 111566335, + "TP": 198785, + "n_pred": 205061, + "n_ref": 206309 + }, + "3": { + "Dice": 0.9327064034184835, + "FN": 3632, + "FP": 4998, + "IoU": 0.8738986220903897, + "TN": 111710483, + "TP": 59807, + "n_pred": 64805, + "n_ref": 63439 + }, + "4": { + "Dice": 0.8462229970851834, + "FN": 3147, + "FP": 2498, + "IoU": 0.7334372196250649, + "TN": 111757743, + "TP": 15532, + "n_pred": 18030, + "n_ref": 18679 + }, + "5": { + "Dice": 0.6850043610526092, + "FN": 10316, + "FP": 4491, + "IoU": 0.5209175914841299, + "TN": 111748013, + "TP": 16100, + "n_pred": 20591, + "n_ref": 26416 + }, + "6": { + "Dice": 0.9710025556454608, + "FN": 30528, + "FP": 41397, + "IoU": 0.9436394239584753, + "TN": 110502762, + "TP": 1204233, + "n_pred": 1245630, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.929465717701212, + "FN": 19909, + "FP": 13251, + "IoU": 0.8682260186057232, + "TN": 111527277, + "TP": 218483, + "n_pred": 231734, + "n_ref": 238392 + }, + "8": { + "Dice": 0.9115151877474232, + "FN": 33294, + "FP": 14069, + "IoU": 0.8374165422309184, + "TN": 111487605, + "TP": 243952, + "n_pred": 258021, + "n_ref": 277246 + }, + "9": { + "Dice": 0.8742557617937937, + "FN": 10371, + "FP": 9756, + "IoU": 0.7766024751651035, + "TN": 111688825, + "TP": 69968, + "n_pred": 79724, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8704750005528405, + "FN": 7949, + "FP": 38909, + "IoU": 0.7706558075110248, + "TN": 198883562, + "TP": 157455, + "n_pred": 196364, + "n_ref": 165404 + }, + "10": { + "Dice": 0.7697839800844093, + "FN": 19991, + "FP": 5810, + "IoU": 0.6257307396608498, + "TN": 199018938, + "TP": 43136, + "n_pred": 48946, + "n_ref": 63127 + }, + "11": { + "Dice": 0.7447260017475971, + "FN": 1452, + "FP": 593, + "IoU": 0.593277645186953, + "TN": 199082847, + "TP": 2983, + "n_pred": 3576, + "n_ref": 4435 + }, + "12": { + "Dice": 0.7046116920966913, + "FN": 1280, + "FP": 443, + "IoU": 0.5439385918475383, + "TN": 199084097, + "TP": 2055, + "n_pred": 2498, + "n_ref": 3335 + }, + "13": { + "Dice": 0.5191265426361024, + "FN": 17443, + "FP": 16184, + "IoU": 0.3505542894665688, + "TN": 199036097, + "TP": 18151, + "n_pred": 34335, + "n_ref": 35594 + }, + "14": { + "Dice": 0.5545893207487141, + "FN": 26030, + "FP": 7570, + "IoU": 0.38368979052789903, + "TN": 199033357, + "TP": 20918, + "n_pred": 28488, + "n_ref": 46948 + }, + "15": { + "Dice": 0.816239768632416, + "FN": 42184, + "FP": 1213, + "IoU": 0.689531331602029, + "TN": 198948096, + "TP": 96382, + "n_pred": 97595, + "n_ref": 138566 + }, + "2": { + "Dice": 0.9404270281593201, + "FN": 3873, + "FP": 12053, + "IoU": 0.8875528662510326, + "TN": 198946244, + "TP": 125705, + "n_pred": 137758, + "n_ref": 129578 + }, + "3": { + "Dice": 0.9552180204023761, + "FN": 7457, + "FP": 4861, + "IoU": 0.914274977034212, + "TN": 198944183, + "TP": 131374, + "n_pred": 136235, + "n_ref": 138831 + }, + "4": { + "Dice": 0.840450344092833, + "FN": 2526, + "FP": 3015, + "IoU": 0.7248075490439533, + "TN": 199067740, + "TP": 14594, + "n_pred": 17609, + "n_ref": 17120 + }, + "5": { + "Dice": 0.6899345951264687, + "FN": 8148, + "FP": 2566, + "IoU": 0.526641336043121, + "TN": 199065241, + "TP": 11920, + "n_pred": 14486, + "n_ref": 20068 + }, + "6": { + "Dice": 0.9553694715674325, + "FN": 69436, + "FP": 31990, + "IoU": 0.9145525097767646, + "TN": 197900877, + "TP": 1085572, + "n_pred": 1117562, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.9064993161155362, + "FN": 15340, + "FP": 13713, + "IoU": 0.8289883394451671, + "TN": 198917986, + "TP": 140836, + "n_pred": 154549, + "n_ref": 156176 + }, + "8": { + "Dice": 0.9090583139120393, + "FN": 9333, + "FP": 12480, + "IoU": 0.8332785569610578, + "TN": 198957040, + "TP": 109022, + "n_pred": 121502, + "n_ref": 118355 + }, + "9": { + "Dice": 0.9140606813067432, + "FN": 9163, + "FP": 8557, + "IoU": 0.8417235342455965, + "TN": 198975919, + "TP": 94236, + "n_pred": 102793, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9375513824585695, + "FN": 11033, + "FP": 12059, + "IoU": 0.8824439760937516, + "TN": 130878758, + "TP": 173342, + "n_pred": 185401, + "n_ref": 184375 + }, + "10": { + "Dice": 0.8349207715626172, + "FN": 14829, + "FP": 12018, + "IoU": 0.7166214547335311, + "TN": 130980453, + "TP": 67892, + "n_pred": 79910, + "n_ref": 82721 + }, + "11": { + "Dice": 0.6901268341208655, + "FN": 1296, + "FP": 1196, + "IoU": 0.5268653882665654, + "TN": 131069925, + "TP": 2775, + "n_pred": 3971, + "n_ref": 4071 + }, + "12": { + "Dice": 0.7815508304242039, + "FN": 941, + "FP": 1124, + "IoU": 0.6414308039590206, + "TN": 131069433, + "TP": 3694, + "n_pred": 4818, + "n_ref": 4635 + }, + "13": { + "Dice": 0.6292870186476147, + "FN": 42947, + "FP": 12677, + "IoU": 0.45909466621286527, + "TN": 130972357, + "TP": 47211, + "n_pred": 59888, + "n_ref": 90158 + }, + "14": { + "Dice": 0.7769063802145222, + "FN": 7577, + "FP": 20585, + "IoU": 0.6351978030518926, + "TN": 130997994, + "TP": 49036, + "n_pred": 69621, + "n_ref": 56613 + }, + "15": { + "Dice": 0.7501170461800383, + "FN": 1143, + "FP": 16470, + "IoU": 0.6001498331403664, + "TN": 131031143, + "TP": 26436, + "n_pred": 42906, + "n_ref": 27579 + }, + "2": { + "Dice": 0.9313309801231642, + "FN": 6829, + "FP": 15796, + "IoU": 0.8714868334355759, + "TN": 130899140, + "TP": 153427, + "n_pred": 169223, + "n_ref": 160256 + }, + "3": { + "Dice": 0.9024938333803052, + "FN": 9143, + "FP": 29952, + "IoU": 0.8223132232231323, + "TN": 130855170, + "TP": 180927, + "n_pred": 210879, + "n_ref": 190070 + }, + "4": { + "Dice": 0.8082220003486584, + "FN": 22082, + "FP": 2120, + "IoU": 0.6781648936170213, + "TN": 130999992, + "TP": 50998, + "n_pred": 53118, + "n_ref": 73080 + }, + "5": { + "Dice": 0.7979524680073126, + "FN": 3787, + "FP": 1739, + "IoU": 0.6638277162671858, + "TN": 131058754, + "TP": 10912, + "n_pred": 12651, + "n_ref": 14699 + }, + "6": { + "Dice": 0.971484266546849, + "FN": 56084, + "FP": 26801, + "IoU": 0.944549737985219, + "TN": 129580429, + "TP": 1411878, + "n_pred": 1438679, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.9332683238934745, + "FN": 50763, + "FP": 53118, + "IoU": 0.8748857325581816, + "TN": 130244903, + "TP": 726408, + "n_pred": 779526, + "n_ref": 777171 + }, + "8": { + "Dice": 0.9070183751908598, + "FN": 7598, + "FP": 17126, + "IoU": 0.8298569295245436, + "TN": 130929879, + "TP": 120589, + "n_pred": 137715, + "n_ref": 128187 + }, + "9": { + "Dice": 0.7563239280194475, + "FN": 16852, + "FP": 14523, + "IoU": 0.6081357879749207, + "TN": 130995126, + "TP": 48691, + "n_pred": 63214, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9662589063832518, + "FN": 4795, + "FP": 9923, + "IoU": 0.9347204172783763, + "TN": 101391739, + "TP": 210743, + "n_pred": 220666, + "n_ref": 215538 + }, + "10": { + "Dice": 0.8031598003181744, + "FN": 9221, + "FP": 8720, + "IoU": 0.6710668646755771, + "TN": 101562657, + "TP": 36602, + "n_pred": 45322, + "n_ref": 45823 + }, + "11": { + "Dice": 0.8792193567659066, + "FN": 544, + "FP": 669, + "IoU": 0.7844705046197583, + "TN": 101611572, + "TP": 4415, + "n_pred": 5084, + "n_ref": 4959 + }, + "12": { + "Dice": 0.7568827907810959, + "FN": 1270, + "FP": 1441, + "IoU": 0.6088587505410474, + "TN": 101610269, + "TP": 4220, + "n_pred": 5661, + "n_ref": 5490 + }, + "13": { + "Dice": 0.8657690469519933, + "FN": 7550, + "FP": 8740, + "IoU": 0.7633093107055678, + "TN": 101548376, + "TP": 52534, + "n_pred": 61274, + "n_ref": 60084 + }, + "14": { + "Dice": 0.9398698802544493, + "FN": 3335, + "FP": 4142, + "IoU": 0.8865608690375045, + "TN": 101551288, + "TP": 58435, + "n_pred": 62577, + "n_ref": 61770 + }, + "15": { + "Dice": 0.8147917800409443, + "FN": 1824, + "FP": 12470, + "IoU": 0.6874672030785377, + "TN": 101571464, + "TP": 31442, + "n_pred": 43912, + "n_ref": 33266 + }, + "2": { + "Dice": 0.9639552969641109, + "FN": 5010, + "FP": 7504, + "IoU": 0.9304186336163517, + "TN": 101437353, + "TP": 167333, + "n_pred": 174837, + "n_ref": 172343 + }, + "3": { + "Dice": 0.9682761871638849, + "FN": 4538, + "FP": 6499, + "IoU": 0.9385032846166276, + "TN": 101437727, + "TP": 168436, + "n_pred": 174935, + "n_ref": 172974 + }, + "4": { + "Dice": 0.8664839467501958, + "FN": 722, + "FP": 4052, + "IoU": 0.7644214162348877, + "TN": 101596935, + "TP": 15491, + "n_pred": 19543, + "n_ref": 16213 + }, + "5": { + "Dice": 0.7990809113710908, + "FN": 7592, + "FP": 3863, + "IoU": 0.6653911316235321, + "TN": 101582966, + "TP": 22779, + "n_pred": 26642, + "n_ref": 30371 + }, + "6": { + "Dice": 0.9823949015908832, + "FN": 41229, + "FP": 12263, + "IoU": 0.9653989579324241, + "TN": 100071235, + "TP": 1492473, + "n_pred": 1504736, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.9658480952733898, + "FN": 23867, + "FP": 4701, + "IoU": 0.9339518603204843, + "TN": 101184667, + "TP": 403965, + "n_pred": 408666, + "n_ref": 427832 + }, + "8": { + "Dice": 0.9624988256987366, + "FN": 11667, + "FP": 5498, + "IoU": 0.9277086614836465, + "TN": 101379758, + "TP": 220277, + "n_pred": 225775, + "n_ref": 231944 + }, + "9": { + "Dice": 0.9450071745566608, + "FN": 2956, + "FP": 6127, + "IoU": 0.8957474892395982, + "TN": 101530075, + "TP": 78042, + "n_pred": 84169, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9735708198235515, + "FN": 7107, + "FP": 3995, + "IoU": 0.9485026718123793, + "TN": 118966628, + "TP": 204482, + "n_pred": 208477, + "n_ref": 211589 + }, + "10": { + "Dice": 0.8736579478874208, + "FN": 10889, + "FP": 9316, + "IoU": 0.7756595310001777, + "TN": 119092148, + "TP": 69859, + "n_pred": 79175, + "n_ref": 80748 + }, + "11": { + "Dice": 0.7251368308637031, + "FN": 1322, + "FP": 737, + "IoU": 0.5687958115183246, + "TN": 119177437, + "TP": 2716, + "n_pred": 3453, + "n_ref": 4038 + }, + "12": { + "Dice": 0.7224172517552658, + "FN": 1254, + "FP": 960, + "IoU": 0.5654563297350343, + "TN": 119177117, + "TP": 2881, + "n_pred": 3841, + "n_ref": 4135 + }, + "13": { + "Dice": 0.767033457054048, + "FN": 3833, + "FP": 13930, + "IoU": 0.6221040314860121, + "TN": 119135207, + "TP": 29242, + "n_pred": 43172, + "n_ref": 33075 + }, + "14": { + "Dice": 0.07403237543421251, + "FN": 63171, + "FP": 4270, + "IoU": 0.038439054992372074, + "TN": 119112075, + "TP": 2696, + "n_pred": 6966, + "n_ref": 65867 + }, + "15": { + "Dice": 0.5269361666805014, + "FN": 11198, + "FP": 5899, + "IoU": 0.35771441451594727, + "TN": 119155593, + "TP": 9522, + "n_pred": 15421, + "n_ref": 20720 + }, + "2": { + "Dice": 0.942987146529563, + "FN": 10075, + "FP": 12103, + "IoU": 0.8921245786496359, + "TN": 118976623, + "TP": 183411, + "n_pred": 195514, + "n_ref": 193486 + }, + "3": { + "Dice": 0.9466064772969625, + "FN": 10581, + "FP": 10449, + "IoU": 0.8986256863132626, + "TN": 118974763, + "TP": 186419, + "n_pred": 196868, + "n_ref": 197000 + }, + "4": { + "Dice": 0.8719703651437644, + "FN": 6263, + "FP": 4624, + "IoU": 0.7730030649903046, + "TN": 119134251, + "TP": 37074, + "n_pred": 41698, + "n_ref": 43337 + }, + "5": { + "Dice": 0.9083489202516579, + "FN": 1696, + "FP": 1538, + "IoU": 0.8320872274143302, + "TN": 119162952, + "TP": 16026, + "n_pred": 17564, + "n_ref": 17722 + }, + "6": { + "Dice": 0.9669224172438156, + "FN": 68522, + "FP": 45763, + "IoU": 0.9359630228972047, + "TN": 117397540, + "TP": 1670387, + "n_pred": 1716150, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.9489926236013899, + "FN": 20830, + "FP": 8925, + "IoU": 0.9029362161597907, + "TN": 118875661, + "TP": 276796, + "n_pred": 285721, + "n_ref": 297626 + }, + "8": { + "Dice": 0.9623704021857141, + "FN": 1501, + "FP": 4807, + "IoU": 0.9274700762323074, + "TN": 119095241, + "TP": 80663, + "n_pred": 85470, + "n_ref": 82164 + }, + "9": { + "Dice": 0.9281554764515807, + "FN": 6386, + "FP": 5865, + "IoU": 0.8659422668680105, + "TN": 119090826, + "TP": 79135, + "n_pred": 85000, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 80079, + "IoU": 0.0, + "TN": 61252401, + "TP": 0, + "n_pred": 80079, + "n_ref": 0 + }, + "10": { + "Dice": 0.7812530368025766, + "FN": 6290, + "FP": 9467, + "IoU": 0.6410297300375897, + "TN": 61288585, + "TP": 28138, + "n_pred": 37605, + "n_ref": 34428 + }, + "11": { + "Dice": 0.850629874025195, + "FN": 319, + "FP": 926, + "IoU": 0.7400835073068893, + "TN": 61327690, + "TP": 3545, + "n_pred": 4471, + "n_ref": 3864 + }, + "12": { + "Dice": 0.8240860215053764, + "FN": 1018, + "FP": 618, + "IoU": 0.7008046817849305, + "TN": 61327012, + "TP": 3832, + "n_pred": 4450, + "n_ref": 4850 + }, + "13": { + "Dice": 0.59122928600879, + "FN": 18998, + "FP": 27599, + "IoU": 0.41967743944205743, + "TN": 61252185, + "TP": 33698, + "n_pred": 61297, + "n_ref": 52696 + }, + "14": { + "Dice": 0.9616324815001899, + "FN": 9763, + "FP": 11049, + "IoU": 0.9261003106968486, + "TN": 61050855, + "TP": 260813, + "n_pred": 271862, + "n_ref": 270576 + }, + "15": { + "Dice": 0.8720331153137446, + "FN": 14699, + "FP": 9816, + "IoU": 0.7731016993076895, + "TN": 61224436, + "TP": 83529, + "n_pred": 93345, + "n_ref": 98228 + }, + "2": { + "Dice": 0.9641790493315516, + "FN": 4368, + "FP": 7266, + "IoU": 0.9308356320745743, + "TN": 61164272, + "TP": 156574, + "n_pred": 163840, + "n_ref": 160942 + }, + "3": { + "Dice": 0.9623052345075145, + "FN": 6668, + "FP": 2888, + "IoU": 0.9273490302813743, + "TN": 61200947, + "TP": 121977, + "n_pred": 124865, + "n_ref": 128645 + }, + "4": { + "Dice": 0.9503892853832607, + "FN": 1174, + "FP": 3108, + "IoU": 0.9054683533125814, + "TN": 61287183, + "TP": 41015, + "n_pred": 44123, + "n_ref": 42189 + }, + "5": { + "Dice": 0.8421052631578947, + "FN": 1524, + "FP": 1119, + "IoU": 0.7272727272727273, + "TN": 61322789, + "TP": 7048, + "n_pred": 8167, + "n_ref": 8572 + }, + "6": { + "Dice": 0.978170721452706, + "FN": 25368, + "FP": 27331, + "IoU": 0.9572741180829579, + "TN": 60099059, + "TP": 1180722, + "n_pred": 1208053, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.5323853151657235, + "FN": 117819, + "FP": 33972, + "IoU": 0.3627555111482416, + "TN": 61094281, + "TP": 86408, + "n_pred": 120380, + "n_ref": 204227 + }, + "8": { + "Dice": 0.9420531294918598, + "FN": 3894, + "FP": 5741, + "IoU": 0.8904541010073448, + "TN": 61244526, + "TP": 78319, + "n_pred": 84060, + "n_ref": 82213 + }, + "9": { + "Dice": 0.8928648052226683, + "FN": 5111, + "FP": 8871, + "IoU": 0.8064641151636791, + "TN": 61260235, + "TP": 58263, + "n_pred": 67134, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.981946569510075, + "FN": 2914, + "FP": 3493, + "IoU": 0.9645334322359935, + "TN": 148926851, + "TP": 174242, + "n_pred": 177735, + "n_ref": 177156 + }, + "10": { + "Dice": 0.8944666442764416, + "FN": 7552, + "FP": 7845, + "IoU": 0.8090815529405929, + "TN": 149026853, + "TP": 65250, + "n_pred": 73095, + "n_ref": 72802 + }, + "11": { + "Dice": 0.8267288267288267, + "FN": 476, + "FP": 416, + "IoU": 0.704635761589404, + "TN": 149104480, + "TP": 2128, + "n_pred": 2544, + "n_ref": 2604 + }, + "12": { + "Dice": 0.6399521531100478, + "FN": 1027, + "FP": 177, + "IoU": 0.47053649956024624, + "TN": 149105226, + "TP": 1070, + "n_pred": 1247, + "n_ref": 2097 + }, + "13": { + "Dice": 0.7426715357480002, + "FN": 24576, + "FP": 16858, + "IoU": 0.590674240553223, + "TN": 149006275, + "TP": 59791, + "n_pred": 76649, + "n_ref": 84367 + }, + "14": { + "Dice": 0.9273682171151499, + "FN": 4513, + "FP": 9358, + "IoU": 0.8645727563852222, + "TN": 149005076, + "TP": 88553, + "n_pred": 97911, + "n_ref": 93066 + }, + "15": { + "Dice": 0.8246626091558613, + "FN": 6879, + "FP": 6373, + "IoU": 0.7016390489913544, + "TN": 149063084, + "TP": 31164, + "n_pred": 37537, + "n_ref": 38043 + }, + "2": { + "Dice": 0.9696476487925043, + "FN": 2703, + "FP": 6957, + "IoU": 0.9410835503564872, + "TN": 148943539, + "TP": 154301, + "n_pred": 161258, + "n_ref": 157004 + }, + "3": { + "Dice": 0.8693382921702986, + "FN": 4454, + "FP": 12269, + "IoU": 0.7688756823992813, + "TN": 149035145, + "TP": 55632, + "n_pred": 67901, + "n_ref": 60086 + }, + "4": { + "Dice": 0.9114250959109198, + "FN": 1482, + "FP": 3251, + "IoU": 0.8372644753128868, + "TN": 149078416, + "TP": 24351, + "n_pred": 27602, + "n_ref": 25833 + }, + "5": { + "Dice": 0.5066517895459617, + "FN": 21910, + "FP": 1082, + "IoU": 0.3392723719754009, + "TN": 149072702, + "TP": 11806, + "n_pred": 12888, + "n_ref": 33716 + }, + "6": { + "Dice": 0.9745163054237852, + "FN": 30516, + "FP": 25735, + "IoU": 0.95029917157923, + "TN": 147975708, + "TP": 1075541, + "n_pred": 1101276, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.9422124401205911, + "FN": 20420, + "FP": 10824, + "IoU": 0.8907388173746402, + "TN": 148821543, + "TP": 254713, + "n_pred": 265537, + "n_ref": 275133 + }, + "8": { + "Dice": 0.9659625837804197, + "FN": 10219, + "FP": 5204, + "IoU": 0.9341659872540775, + "TN": 148873229, + "TP": 218848, + "n_pred": 224052, + "n_ref": 229067 + }, + "9": { + "Dice": 0.8996901092709476, + "FN": 12438, + "FP": 4297, + "IoU": 0.8176697463610215, + "TN": 149015716, + "TP": 75049, + "n_pred": 79346, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9808919071606799, + "FN": 15061, + "FP": 4421, + "IoU": 0.9625003609065974, + "TN": 100193275, + "TP": 500043, + "n_pred": 504464, + "n_ref": 515104 + }, + "10": { + "Dice": 0.6115615318700152, + "FN": 15276, + "FP": 14189, + "IoU": 0.4404671477402203, + "TN": 100660140, + "TP": 23195, + "n_pred": 37384, + "n_ref": 38471 + }, + "11": { + "Dice": 0.560486757337151, + "FN": 1132, + "FP": 2552, + "IoU": 0.3893585280954749, + "TN": 100706767, + "TP": 2349, + "n_pred": 4901, + "n_ref": 3481 + }, + "12": { + "Dice": 0.6806204136090727, + "FN": 1792, + "FP": 2038, + "IoU": 0.5158639868537479, + "TN": 100704889, + "TP": 4081, + "n_pred": 6119, + "n_ref": 5873 + }, + "13": { + "Dice": 0.1698299506308283, + "FN": 35285, + "FP": 2550, + "IoU": 0.09279462894137394, + "TN": 100671095, + "TP": 3870, + "n_pred": 6420, + "n_ref": 39155 + }, + "14": { + "Dice": 0.8270628053151936, + "FN": 29879, + "FP": 21984, + "IoU": 0.7051211344162748, + "TN": 100536921, + "TP": 124016, + "n_pred": 146000, + "n_ref": 153895 + }, + "15": { + "Dice": 0.8940223017539708, + "FN": 4588, + "FP": 16910, + "IoU": 0.8083547282841249, + "TN": 100600624, + "TP": 90678, + "n_pred": 107588, + "n_ref": 95266 + }, + "2": { + "Dice": 0.8008449196030638, + "FN": 69370, + "FP": 12091, + "IoU": 0.6678409929581198, + "TN": 100467553, + "TP": 163786, + "n_pred": 175877, + "n_ref": 233156 + }, + "3": { + "Dice": 0.8432522654229283, + "FN": 10240, + "FP": 69209, + "IoU": 0.7289854479215703, + "TN": 100419646, + "TP": 213705, + "n_pred": 282914, + "n_ref": 223945 + }, + "4": { + "Dice": 0.8755875012793161, + "FN": 2043, + "FP": 13760, + "IoU": 0.7787066599451072, + "TN": 100641388, + "TP": 55609, + "n_pred": 69369, + "n_ref": 57652 + }, + "5": { + "Dice": 0.6242210137736673, + "FN": 8610, + "FP": 857, + "IoU": 0.4537218695903058, + "TN": 100695470, + "TP": 7863, + "n_pred": 8720, + "n_ref": 16473 + }, + "6": { + "Dice": 0.9545206873810812, + "FN": 112557, + "FP": 74743, + "IoU": 0.9129981587010202, + "TN": 98559972, + "TP": 1965528, + "n_pred": 2040271, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.6788872218472041, + "FN": 29990, + "FP": 104633, + "IoU": 0.5138752974567672, + "TN": 100435869, + "TP": 142308, + "n_pred": 246941, + "n_ref": 172298 + }, + "8": { + "Dice": 0.9408840515122417, + "FN": 3605, + "FP": 9262, + "IoU": 0.888367371727022, + "TN": 100597538, + "TP": 102395, + "n_pred": 111657, + "n_ref": 106000 + }, + "9": { + "Dice": 0.8103870515030833, + "FN": 14661, + "FP": 26142, + "IoU": 0.681219091072447, + "TN": 100584803, + "TP": 87194, + "n_pred": 113336, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9714431055861126, + "FN": 1447, + "FP": 3044, + "IoU": 0.9444719206706397, + "TN": 78869822, + "TP": 76387, + "n_pred": 79431, + "n_ref": 77834 + }, + "10": { + "Dice": 0.7523074025240158, + "FN": 12983, + "FP": 4112, + "IoU": 0.6029589371980676, + "TN": 78907644, + "TP": 25961, + "n_pred": 30073, + "n_ref": 38944 + }, + "11": { + "Dice": 0.6111963190184049, + "FN": 571, + "FP": 443, + "IoU": 0.44008834897846494, + "TN": 78948889, + "TP": 797, + "n_pred": 1240, + "n_ref": 1368 + }, + "12": { + "Dice": 0.4134881149806523, + "FN": 1812, + "FP": 310, + "IoU": 0.26062717770034843, + "TN": 78947830, + "TP": 748, + "n_pred": 1058, + "n_ref": 2560 + }, + "13": { + "Dice": 0.5458039569802846, + "FN": 35832, + "FP": 3401, + "IoU": 0.37533038244753686, + "TN": 78887894, + "TP": 23573, + "n_pred": 26974, + "n_ref": 59405 + }, + "14": { + "Dice": 0.23568720934776663, + "FN": 21238, + "FP": 17878, + "IoU": 0.13358584180565708, + "TN": 78905553, + "TP": 6031, + "n_pred": 23909, + "n_ref": 27269 + }, + "15": { + "Dice": 0.9123939265858179, + "FN": 2994, + "FP": 7784, + "IoU": 0.8389010956160411, + "TN": 78883797, + "TP": 56125, + "n_pred": 63909, + "n_ref": 59119 + }, + "2": { + "Dice": 0.8998777906942085, + "FN": 9551, + "FP": 10603, + "IoU": 0.8179798417687222, + "TN": 78839976, + "TP": 90570, + "n_pred": 101173, + "n_ref": 100121 + }, + "3": { + "Dice": 0.8993590967354842, + "FN": 2235, + "FP": 16216, + "IoU": 0.8171230907991635, + "TN": 78849807, + "TP": 82442, + "n_pred": 98658, + "n_ref": 84677 + }, + "4": { + "Dice": 0.8733076442407832, + "FN": 357, + "FP": 4509, + "IoU": 0.7751074548227573, + "TN": 78929063, + "TP": 16771, + "n_pred": 21280, + "n_ref": 17128 + }, + "5": { + "Dice": 0.5387147908791611, + "FN": 21544, + "FP": 1154, + "IoU": 0.36865821094793055, + "TN": 78914748, + "TP": 13254, + "n_pred": 14408, + "n_ref": 34798 + }, + "6": { + "Dice": 0.9636901472086339, + "FN": 28813, + "FP": 22299, + "IoU": 0.9299247176053316, + "TN": 78221313, + "TP": 678275, + "n_pred": 700574, + "n_ref": 707088 + }, + "7": { + "Dice": 0.7729318045463636, + "FN": 257323, + "FP": 15177, + "IoU": 0.6299012617311114, + "TN": 78214410, + "TP": 463790, + "n_pred": 478967, + "n_ref": 721113 + }, + "8": { + "Dice": 0.9215147149883377, + "FN": 43882, + "FP": 5044, + "IoU": 0.8544527475665771, + "TN": 78614548, + "TP": 287226, + "n_pred": 292270, + "n_ref": 331108 + }, + "9": { + "Dice": 0.8083585321237914, + "FN": 13741, + "FP": 6793, + "IoU": 0.6783571685907176, + "TN": 78886859, + "TP": 43307, + "n_pred": 50100, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9797167902899528, + "FN": 2909, + "FP": 3107, + "IoU": 0.9602400401829381, + "TN": 104853132, + "TP": 145292, + "n_pred": 148399, + "n_ref": 148201 + }, + "10": { + "Dice": 0.9044697837501526, + "FN": 9460, + "FP": 6969, + "IoU": 0.8256000339691942, + "TN": 104910237, + "TP": 77774, + "n_pred": 84743, + "n_ref": 87234 + }, + "11": { + "Dice": 0.8821302064248199, + "FN": 720, + "FP": 245, + "IoU": 0.7891171328671329, + "TN": 104999864, + "TP": 3611, + "n_pred": 3856, + "n_ref": 4331 + }, + "12": { + "Dice": 0.8081188533165934, + "FN": 971, + "FP": 863, + "IoU": 0.6780196629213483, + "TN": 104998744, + "TP": 3862, + "n_pred": 4725, + "n_ref": 4833 + }, + "13": { + "Dice": 0.8963847559383973, + "FN": 9137, + "FP": 6741, + "IoU": 0.8122257831809743, + "TN": 104919881, + "TP": 68681, + "n_pred": 75422, + "n_ref": 77818 + }, + "14": { + "Dice": 0.962112239142696, + "FN": 1849, + "FP": 3525, + "IoU": 0.9269906394772236, + "TN": 104930833, + "TP": 68233, + "n_pred": 71758, + "n_ref": 70082 + }, + "15": { + "Dice": 0.8730944751917662, + "FN": 1880, + "FP": 4655, + "IoU": 0.7747716698259521, + "TN": 104975425, + "TP": 22480, + "n_pred": 27135, + "n_ref": 24360 + }, + "2": { + "Dice": 0.8943661777565675, + "FN": 8643, + "FP": 29650, + "IoU": 0.8089171656686627, + "TN": 104804040, + "TP": 162107, + "n_pred": 191757, + "n_ref": 170750 + }, + "3": { + "Dice": 0.9723732573390114, + "FN": 3411, + "FP": 5120, + "IoU": 0.9462319507383574, + "TN": 104845777, + "TP": 150132, + "n_pred": 155252, + "n_ref": 153543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 59, + "IoU": 0.0, + "TN": 105004381, + "TP": 0, + "n_pred": 59, + "n_ref": 0 + }, + "5": { + "Dice": 0.7798439905920574, + "FN": 7036, + "FP": 5975, + "IoU": 0.6391346553876023, + "TN": 104968385, + "TP": 23044, + "n_pred": 29019, + "n_ref": 30080 + }, + "6": { + "Dice": 0.9813563208372855, + "FN": 31079, + "FP": 14698, + "IoU": 0.9633950918381218, + "TN": 103753870, + "TP": 1204793, + "n_pred": 1219491, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.9436777497659933, + "FN": 9806, + "FP": 16489, + "IoU": 0.893361613425203, + "TN": 104757859, + "TP": 220286, + "n_pred": 236775, + "n_ref": 230092 + }, + "8": { + "Dice": 0.9721233243014418, + "FN": 10812, + "FP": 9569, + "IoU": 0.9457587153057776, + "TN": 104628693, + "TP": 355366, + "n_pred": 364935, + "n_ref": 366178 + }, + "9": { + "Dice": 0.9356668557509427, + "FN": 9431, + "FP": 2137, + "IoU": 0.8791108881713013, + "TN": 104908749, + "TP": 84123, + "n_pred": 86260, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9789568366894137, + "FN": 9988, + "FP": 7558, + "IoU": 0.9587810504653752, + "TN": 177250610, + "TP": 408132, + "n_pred": 415690, + "n_ref": 418120 + }, + "10": { + "Dice": 0.8095825181794692, + "FN": 17130, + "FP": 8663, + "IoU": 0.6800828537408216, + "TN": 177595664, + "TP": 54831, + "n_pred": 63494, + "n_ref": 71961 + }, + "11": { + "Dice": 0.8218097447795824, + "FN": 1201, + "FP": 335, + "IoU": 0.697518708152816, + "TN": 177671210, + "TP": 3542, + "n_pred": 3877, + "n_ref": 4743 + }, + "12": { + "Dice": 0.8364725200424997, + "FN": 868, + "FP": 825, + "IoU": 0.7189108417732027, + "TN": 177670265, + "TP": 4330, + "n_pred": 5155, + "n_ref": 5198 + }, + "13": { + "Dice": 0.8672879414188379, + "FN": 12356, + "FP": 7453, + "IoU": 0.7656737957793129, + "TN": 177591752, + "TP": 64727, + "n_pred": 72180, + "n_ref": 77083 + }, + "14": { + "Dice": 0.9532844335778321, + "FN": 3140, + "FP": 4025, + "IoU": 0.9107387566961505, + "TN": 177596018, + "TP": 73105, + "n_pred": 77130, + "n_ref": 76245 + }, + "15": { + "Dice": 0.43873784226238244, + "FN": 2667, + "FP": 49788, + "IoU": 0.28101484436037666, + "TN": 177603331, + "TP": 20502, + "n_pred": 70290, + "n_ref": 23169 + }, + "2": { + "Dice": 0.9811242850641155, + "FN": 5258, + "FP": 2788, + "IoU": 0.9629479539865717, + "TN": 177459134, + "TP": 209108, + "n_pred": 211896, + "n_ref": 214366 + }, + "3": { + "Dice": 0.9839188400155703, + "FN": 4830, + "FP": 1780, + "IoU": 0.9683467017837902, + "TN": 177467463, + "TP": 202215, + "n_pred": 203995, + "n_ref": 207045 + }, + "4": { + "Dice": 0.9250981263422943, + "FN": 3204, + "FP": 1853, + "IoU": 0.8606349556302706, + "TN": 177640002, + "TP": 31229, + "n_pred": 33082, + "n_ref": 34433 + }, + "5": { + "Dice": 0.7282167775434042, + "FN": 10985, + "FP": 4090, + "IoU": 0.5725950497575912, + "TN": 177641017, + "TP": 20196, + "n_pred": 24286, + "n_ref": 31181 + }, + "6": { + "Dice": 0.9596608443515405, + "FN": 107371, + "FP": 35395, + "IoU": 0.9224499906026984, + "TN": 175835334, + "TP": 1698188, + "n_pred": 1733583, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.876716503751914, + "FN": 11487, + "FP": 88831, + "IoU": 0.780494422539156, + "TN": 177219270, + "TP": 356700, + "n_pred": 445531, + "n_ref": 368187 + }, + "8": { + "Dice": 0.9283087042905226, + "FN": 6244, + "FP": 23597, + "IoU": 0.8662090547968544, + "TN": 177453246, + "TP": 193201, + "n_pred": 216798, + "n_ref": 199445 + }, + "9": { + "Dice": 0.9357724138683028, + "FN": 6494, + "FP": 11177, + "IoU": 0.8792972725596137, + "TN": 177529887, + "TP": 128730, + "n_pred": 139907, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9752457167409635, + "FN": 5481, + "FP": 3737, + "IoU": 0.9516873778164456, + "TN": 193814736, + "TP": 181581, + "n_pred": 185318, + "n_ref": 187062 + }, + "10": { + "Dice": 0.9297272360302175, + "FN": 6434, + "FP": 5752, + "IoU": 0.8686825147093687, + "TN": 193912737, + "TP": 80612, + "n_pred": 86364, + "n_ref": 87046 + }, + "11": { + "Dice": 0.792166549047283, + "FN": 867, + "FP": 311, + "IoU": 0.6558574349985393, + "TN": 194002112, + "TP": 2245, + "n_pred": 2556, + "n_ref": 3112 + }, + "12": { + "Dice": 0.8218988218988219, + "FN": 985, + "FP": 300, + "IoU": 0.6976470588235294, + "TN": 194001285, + "TP": 2965, + "n_pred": 3265, + "n_ref": 3950 + }, + "13": { + "Dice": 0.807302652604666, + "FN": 16356, + "FP": 7762, + "IoU": 0.6768713407199989, + "TN": 193930896, + "TP": 50521, + "n_pred": 58283, + "n_ref": 66877 + }, + "14": { + "Dice": 0.9094730924578224, + "FN": 1483, + "FP": 13332, + "IoU": 0.8339758388058364, + "TN": 193916301, + "TP": 74419, + "n_pred": 87751, + "n_ref": 75902 + }, + "15": { + "Dice": 0.7763190599932211, + "FN": 3788, + "FP": 6111, + "IoU": 0.6344129704176977, + "TN": 193978458, + "TP": 17178, + "n_pred": 23289, + "n_ref": 20966 + }, + "2": { + "Dice": 0.9692227886593328, + "FN": 3438, + "FP": 5165, + "IoU": 0.9402834851177254, + "TN": 193861471, + "TP": 135461, + "n_pred": 140626, + "n_ref": 138899 + }, + "3": { + "Dice": 0.9609055828670247, + "FN": 7309, + "FP": 3045, + "IoU": 0.9247529069767442, + "TN": 193867935, + "TP": 127246, + "n_pred": 130291, + "n_ref": 134555 + }, + "4": { + "Dice": 0.9423614997202014, + "FN": 821, + "FP": 1651, + "IoU": 0.891005291005291, + "TN": 193982855, + "TP": 20208, + "n_pred": 21859, + "n_ref": 21029 + }, + "5": { + "Dice": 0.6643930427106948, + "FN": 10711, + "FP": 6018, + "IoU": 0.4974465272770969, + "TN": 193972247, + "TP": 16559, + "n_pred": 22577, + "n_ref": 27270 + }, + "6": { + "Dice": 0.97069784352084, + "FN": 24876, + "FP": 57251, + "IoU": 0.943064033637331, + "TN": 192563090, + "TP": 1360318, + "n_pred": 1417569, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.9423410847169909, + "FN": 18876, + "FP": 18215, + "IoU": 0.8909687906945297, + "TN": 193665348, + "TP": 303096, + "n_pred": 321311, + "n_ref": 321972 + }, + "8": { + "Dice": 0.9593500988277414, + "FN": 9883, + "FP": 9737, + "IoU": 0.9218759332481216, + "TN": 193754396, + "TP": 231519, + "n_pred": 241256, + "n_ref": 241402 + }, + "9": { + "Dice": 0.935258984656575, + "FN": 7594, + "FP": 4980, + "IoU": 0.8783910558333414, + "TN": 193902138, + "TP": 90823, + "n_pred": 95803, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9699386236016193, + "FN": 3041, + "FP": 3865, + "IoU": 0.9416318734258524, + "TN": 99537482, + "TP": 111412, + "n_pred": 115277, + "n_ref": 114453 + }, + "10": { + "Dice": 0.8913645706115397, + "FN": 11837, + "FP": 2751, + "IoU": 0.80401956042775, + "TN": 99581364, + "TP": 59848, + "n_pred": 62599, + "n_ref": 71685 + }, + "11": { + "Dice": 0.8210806023029229, + "FN": 861, + "FP": 351, + "IoU": 0.6964688204357626, + "TN": 99651807, + "TP": 2781, + "n_pred": 3132, + "n_ref": 3642 + }, + "12": { + "Dice": 0.7784290738569754, + "FN": 1244, + "FP": 79, + "IoU": 0.6372360844529751, + "TN": 99652153, + "TP": 2324, + "n_pred": 2403, + "n_ref": 3568 + }, + "13": { + "Dice": 0.7585068891953373, + "FN": 13254, + "FP": 7235, + "IoU": 0.6109634299168344, + "TN": 99603134, + "TP": 32177, + "n_pred": 39412, + "n_ref": 45431 + }, + "14": { + "Dice": 0.5934242571846079, + "FN": 29774, + "FP": 3614, + "IoU": 0.42189285590608444, + "TN": 99598046, + "TP": 24366, + "n_pred": 27980, + "n_ref": 54140 + }, + "15": { + "Dice": 0.6742504013395246, + "FN": 18417, + "FP": 454, + "IoU": 0.508580505715997, + "TN": 99617399, + "TP": 19530, + "n_pred": 19984, + "n_ref": 37947 + }, + "2": { + "Dice": 0.966949259885303, + "FN": 4060, + "FP": 3507, + "IoU": 0.9360133266812674, + "TN": 99537541, + "TP": 110692, + "n_pred": 114199, + "n_ref": 114752 + }, + "3": { + "Dice": 0.9648782188210593, + "FN": 4785, + "FP": 3880, + "IoU": 0.932139808440821, + "TN": 99528111, + "TP": 119024, + "n_pred": 122904, + "n_ref": 123809 + }, + "4": { + "Dice": 0.8688567952176903, + "FN": 2482, + "FP": 2476, + "IoU": 0.7681227200448976, + "TN": 99634418, + "TP": 16424, + "n_pred": 18900, + "n_ref": 18906 + }, + "5": { + "Dice": 0.8874137706625016, + "FN": 148, + "FP": 1582, + "IoU": 0.7976134768366869, + "TN": 99647252, + "TP": 6818, + "n_pred": 8400, + "n_ref": 6966 + }, + "6": { + "Dice": 0.9702713605999121, + "FN": 45732, + "FP": 34444, + "IoU": 0.9422592744096008, + "TN": 98267248, + "TP": 1308376, + "n_pred": 1342820, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.8996542011930934, + "FN": 12694, + "FP": 21722, + "IoU": 0.8176104295291343, + "TN": 99467105, + "TP": 154279, + "n_pred": 176001, + "n_ref": 166973 + }, + "8": { + "Dice": 0.967835327833176, + "FN": 1971, + "FP": 4606, + "IoU": 0.9376753089227503, + "TN": 99550272, + "TP": 98951, + "n_pred": 103557, + "n_ref": 100922 + }, + "9": { + "Dice": 0.9414534727809064, + "FN": 7767, + "FP": 3149, + "IoU": 0.889383176433631, + "TN": 99557117, + "TP": 87767, + "n_pred": 90916, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9673353491720662, + "FN": 27034, + "FP": 1323, + "IoU": 0.9367371570204421, + "TN": 62635279, + "TP": 419884, + "n_pred": 421207, + "n_ref": 446918 + }, + "10": { + "Dice": 0.915593095014646, + "FN": 6455, + "FP": 5417, + "IoU": 0.8443261388371666, + "TN": 63007258, + "TP": 64390, + "n_pred": 69807, + "n_ref": 70845 + }, + "11": { + "Dice": 0.7808953341740227, + "FN": 1068, + "FP": 322, + "IoU": 0.6405482286009827, + "TN": 63079653, + "TP": 2477, + "n_pred": 2799, + "n_ref": 3545 + }, + "12": { + "Dice": 0.8632209737827715, + "FN": 621, + "FP": 292, + "IoU": 0.7593568792830785, + "TN": 63079726, + "TP": 2881, + "n_pred": 3173, + "n_ref": 3502 + }, + "13": { + "Dice": 0.8040513075290185, + "FN": 10050, + "FP": 7304, + "IoU": 0.6723125436658547, + "TN": 63030561, + "TP": 35605, + "n_pred": 42909, + "n_ref": 45655 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 63083520, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 63083520, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9819362043132986, + "FN": 1745, + "FP": 2752, + "IoU": 0.9645134307629178, + "TN": 62956796, + "TP": 122227, + "n_pred": 124979, + "n_ref": 123972 + }, + "3": { + "Dice": 0.9818575408625385, + "FN": 1951, + "FP": 2692, + "IoU": 0.9643616490508977, + "TN": 62953239, + "TP": 125638, + "n_pred": 128330, + "n_ref": 127589 + }, + "4": { + "Dice": 0.5613899911391917, + "FN": 10743, + "FP": 642, + "IoU": 0.3902308392694553, + "TN": 63064849, + "TP": 7286, + "n_pred": 7928, + "n_ref": 18029 + }, + "5": { + "Dice": 0.6049130763416478, + "FN": 8951, + "FP": 1503, + "IoU": 0.4336024272633689, + "TN": 63065063, + "TP": 8003, + "n_pred": 9506, + "n_ref": 16954 + }, + "6": { + "Dice": 0.9336528747062605, + "FN": 128837, + "FP": 13405, + "IoU": 0.8755618621366595, + "TN": 61940446, + "TP": 1000832, + "n_pred": 1014237, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.8883335029422152, + "FN": 8260, + "FP": 29048, + "IoU": 0.7991007242669825, + "TN": 62897815, + "TP": 148397, + "n_pred": 177445, + "n_ref": 156657 + }, + "8": { + "Dice": 0.9448499594484996, + "FN": 9438, + "FP": 2530, + "IoU": 0.8954650269023828, + "TN": 62969032, + "TP": 102520, + "n_pred": 105050, + "n_ref": 111958 + }, + "9": { + "Dice": 0.9272522367119759, + "FN": 2573, + "FP": 3753, + "IoU": 0.864371167617169, + "TN": 63036878, + "TP": 40316, + "n_pred": 44069, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9806558890266515, + "FN": 7583, + "FP": 4446, + "IoU": 0.9620459651159856, + "TN": 109291882, + "TP": 304907, + "n_pred": 309353, + "n_ref": 312490 + }, + "10": { + "Dice": 0.6577107414716662, + "FN": 17941, + "FP": 54905, + "IoU": 0.48999180861565605, + "TN": 109465985, + "TP": 69987, + "n_pred": 124892, + "n_ref": 87928 + }, + "11": { + "Dice": 0.7418615314076112, + "FN": 1230, + "FP": 1022, + "IoU": 0.5896501457725948, + "TN": 109603330, + "TP": 3236, + "n_pred": 4258, + "n_ref": 4466 + }, + "12": { + "Dice": 0.8469973890339425, + "FN": 837, + "FP": 335, + "IoU": 0.7346014492753623, + "TN": 109604402, + "TP": 3244, + "n_pred": 3579, + "n_ref": 4081 + }, + "13": { + "Dice": 0.7032371983519717, + "FN": 21039, + "FP": 29381, + "IoU": 0.5423021060275962, + "TN": 109498658, + "TP": 59740, + "n_pred": 89121, + "n_ref": 80779 + }, + "14": { + "Dice": 0.6514972917511752, + "FN": 28657, + "FP": 44370, + "IoU": 0.4831264244157241, + "TN": 109467532, + "TP": 68259, + "n_pred": 112629, + "n_ref": 96916 + }, + "15": { + "Dice": 0.9376587009658511, + "FN": 4761, + "FP": 8374, + "IoU": 0.8826341419827548, + "TN": 109496903, + "TP": 98780, + "n_pred": 107154, + "n_ref": 103541 + }, + "2": { + "Dice": 0.9691046971947606, + "FN": 9530, + "FP": 3511, + "IoU": 0.9400612211130108, + "TN": 109391246, + "TP": 204531, + "n_pred": 208042, + "n_ref": 214061 + }, + "3": { + "Dice": 0.9758942345418056, + "FN": 8148, + "FP": 3587, + "IoU": 0.9529232892319295, + "TN": 109359544, + "TP": 237539, + "n_pred": 241126, + "n_ref": 245687 + }, + "4": { + "Dice": 0.7232839290207402, + "FN": 20107, + "FP": 2988, + "IoU": 0.5665190134764818, + "TN": 109555540, + "TP": 30183, + "n_pred": 33171, + "n_ref": 50290 + }, + "5": { + "Dice": 0.8210368144252442, + "FN": 2356, + "FP": 1217, + "IoU": 0.6964058118786642, + "TN": 109597049, + "TP": 8196, + "n_pred": 9413, + "n_ref": 10552 + }, + "6": { + "Dice": 0.9616746948449016, + "FN": 43509, + "FP": 52692, + "IoU": 0.9261786167305754, + "TN": 108305659, + "TP": 1206958, + "n_pred": 1259650, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.8672488948704941, + "FN": 267158, + "FP": 17803, + "IoU": 0.7656129320406557, + "TN": 108393047, + "TP": 930810, + "n_pred": 948613, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.9575928422600809, + "FN": 3475, + "FP": 4137, + "IoU": 0.9186360964138742, + "TN": 109515263, + "TP": 85943, + "n_pred": 90080, + "n_ref": 89418 + }, + "9": { + "Dice": 0.7970206069195086, + "FN": 6835, + "FP": 17800, + "IoU": 0.6625388693305572, + "TN": 109535817, + "TP": 48366, + "n_pred": 66166, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.940078878467504, + "FN": 2046, + "FP": 5186, + "IoU": 0.8869328663894187, + "TN": 67003390, + "TP": 56730, + "n_pred": 61916, + "n_ref": 58776 + }, + "10": { + "Dice": 0.7429526759811462, + "FN": 25913, + "FP": 10680, + "IoU": 0.5910299968706693, + "TN": 66977876, + "TP": 52883, + "n_pred": 63563, + "n_ref": 78796 + }, + "11": { + "Dice": 0.5823690300862613, + "FN": 1742, + "FP": 243, + "IoU": 0.41080439299495397, + "TN": 67063983, + "TP": 1384, + "n_pred": 1627, + "n_ref": 3126 + }, + "12": { + "Dice": 0.7528360261258165, + "FN": 1121, + "FP": 317, + "IoU": 0.603638368246968, + "TN": 67063724, + "TP": 2190, + "n_pred": 2507, + "n_ref": 3311 + }, + "13": { + "Dice": 0.5128472595069721, + "FN": 21495, + "FP": 10262, + "IoU": 0.34485177315206406, + "TN": 67018879, + "TP": 16716, + "n_pred": 26978, + "n_ref": 38211 + }, + "14": { + "Dice": 0.8605255991285403, + "FN": 12279, + "FP": 8207, + "IoU": 0.7551952009368689, + "TN": 66983669, + "TP": 63197, + "n_pred": 71404, + "n_ref": 75476 + }, + "15": { + "Dice": 0.20955382081214638, + "FN": 25510, + "FP": 18638, + "IoU": 0.11704, + "TN": 67017352, + "TP": 5852, + "n_pred": 24490, + "n_ref": 31362 + }, + "2": { + "Dice": 0.9112730117439793, + "FN": 2759, + "FP": 25142, + "IoU": 0.8370078280172918, + "TN": 66896172, + "TP": 143279, + "n_pred": 168421, + "n_ref": 146038 + }, + "3": { + "Dice": 0.908032603848488, + "FN": 24961, + "FP": 2468, + "IoU": 0.8315565162922659, + "TN": 66904514, + "TP": 135409, + "n_pred": 137877, + "n_ref": 160370 + }, + "4": { + "Dice": 0.0, + "FN": 13039, + "FP": 0, + "IoU": 0.0, + "TN": 67054313, + "TP": 0, + "n_pred": 0, + "n_ref": 13039 + }, + "5": { + "Dice": 0.7840514132074234, + "FN": 2943, + "FP": 350, + "IoU": 0.6448063855031819, + "TN": 67058081, + "TP": 5978, + "n_pred": 6328, + "n_ref": 8921 + }, + "6": { + "Dice": 0.9733027003068913, + "FN": 38979, + "FP": 18123, + "IoU": 0.9479938250522548, + "TN": 65969367, + "TP": 1040883, + "n_pred": 1059006, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.9106008851397511, + "FN": 45038, + "FP": 15158, + "IoU": 0.8358744492431183, + "TN": 66700584, + "TP": 306572, + "n_pred": 321730, + "n_ref": 351610 + }, + "8": { + "Dice": 0.9546943941705999, + "FN": 5007, + "FP": 2653, + "IoU": 0.9133160568990687, + "TN": 66978985, + "TP": 80707, + "n_pred": 83360, + "n_ref": 85714 + }, + "9": { + "Dice": 0.9194567195217053, + "FN": 6601, + "FP": 5793, + "IoU": 0.8509207693325475, + "TN": 66984215, + "TP": 70743, + "n_pred": 76536, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8735391581699996, + "FN": 39582, + "FP": 1137, + "IoU": 0.7754722807327106, + "TN": 74337926, + "TP": 140635, + "n_pred": 141772, + "n_ref": 180217 + }, + "10": { + "Dice": 0.8311495214199424, + "FN": 11429, + "FP": 6741, + "IoU": 0.7110828430593099, + "TN": 74456390, + "TP": 44720, + "n_pred": 51461, + "n_ref": 56149 + }, + "11": { + "Dice": 0.7722708130871396, + "FN": 1003, + "FP": 403, + "IoU": 0.629023746701847, + "TN": 74515490, + "TP": 2384, + "n_pred": 2787, + "n_ref": 3387 + }, + "12": { + "Dice": 0.6485507246376812, + "FN": 1127, + "FP": 37, + "IoU": 0.47989276139410186, + "TN": 74517042, + "TP": 1074, + "n_pred": 1111, + "n_ref": 2201 + }, + "13": { + "Dice": 0.575883616481156, + "FN": 13399, + "FP": 30039, + "IoU": 0.40437960207873413, + "TN": 74446351, + "TP": 29491, + "n_pred": 59530, + "n_ref": 42890 + }, + "14": { + "Dice": 0.7434927010118174, + "FN": 7860, + "FP": 8745, + "IoU": 0.5917137939513155, + "TN": 74478610, + "TP": 24065, + "n_pred": 32810, + "n_ref": 31925 + }, + "15": { + "Dice": 0.8330729035401649, + "FN": 5568, + "FP": 4367, + "IoU": 0.7139031273397455, + "TN": 74484554, + "TP": 24791, + "n_pred": 29158, + "n_ref": 30359 + }, + "2": { + "Dice": 0.9697929891196004, + "FN": 2263, + "FP": 6374, + "IoU": 0.9413573960158064, + "TN": 74371998, + "TP": 138645, + "n_pred": 145019, + "n_ref": 140908 + }, + "3": { + "Dice": 0.9749875808855313, + "FN": 4515, + "FP": 3239, + "IoU": 0.9511958710976838, + "TN": 74360400, + "TP": 151126, + "n_pred": 154365, + "n_ref": 155641 + }, + "4": { + "Dice": 0.7996806320124386, + "FN": 3763, + "FP": 1004, + "IoU": 0.6662232180366895, + "TN": 74504998, + "TP": 9515, + "n_pred": 10519, + "n_ref": 13278 + }, + "5": { + "Dice": 0.6628379047430438, + "FN": 3460, + "FP": 3350, + "IoU": 0.49570497630331756, + "TN": 74505776, + "TP": 6694, + "n_pred": 10044, + "n_ref": 10154 + }, + "6": { + "Dice": 0.9687436422849235, + "FN": 51259, + "FP": 49064, + "IoU": 0.9393819829933843, + "TN": 72864277, + "TP": 1554680, + "n_pred": 1603744, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.7669227803480942, + "FN": 55797, + "FP": 11911, + "IoU": 0.6219584370917131, + "TN": 74340178, + "TP": 111394, + "n_pred": 123305, + "n_ref": 167191 + }, + "8": { + "Dice": 0.9688320566802877, + "FN": 2024, + "FP": 1988, + "IoU": 0.9395482694712733, + "TN": 74452913, + "TP": 62355, + "n_pred": 64343, + "n_ref": 64379 + }, + "9": { + "Dice": 0.9467268915735558, + "FN": 5246, + "FP": 4614, + "IoU": 0.8988427445830598, + "TN": 74421808, + "TP": 87612, + "n_pred": 92226, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9521834049989535, + "FN": 3132, + "FP": 24969, + "IoU": 0.908730983591649, + "TN": 65743288, + "TP": 279791, + "n_pred": 304760, + "n_ref": 282923 + }, + "10": { + "Dice": 0.808391554898261, + "FN": 20126, + "FP": 9932, + "IoU": 0.6784036805221206, + "TN": 65957715, + "TP": 63407, + "n_pred": 73339, + "n_ref": 83533 + }, + "11": { + "Dice": 0.7496507837963682, + "FN": 1222, + "FP": 391, + "IoU": 0.5995531281032771, + "TN": 66047152, + "TP": 2415, + "n_pred": 2806, + "n_ref": 3637 + }, + "12": { + "Dice": 0.8416273790815436, + "FN": 616, + "FP": 291, + "IoU": 0.7265601447090745, + "TN": 66047863, + "TP": 2410, + "n_pred": 2701, + "n_ref": 3026 + }, + "13": { + "Dice": 0.8073597386037615, + "FN": 7103, + "FP": 12235, + "IoU": 0.676951604550542, + "TN": 65991319, + "TP": 40523, + "n_pred": 52758, + "n_ref": 47626 + }, + "14": { + "Dice": 0.935739253030341, + "FN": 2585, + "FP": 5118, + "IoU": 0.8792387163528619, + "TN": 65987393, + "TP": 56084, + "n_pred": 61202, + "n_ref": 58669 + }, + "15": { + "Dice": 0.8000345139997411, + "FN": 6052, + "FP": 3218, + "IoU": 0.6667146041561803, + "TN": 66023366, + "TP": 18544, + "n_pred": 21762, + "n_ref": 24596 + }, + "2": { + "Dice": 0.9684570302405948, + "FN": 3407, + "FP": 5748, + "IoU": 0.9388431297888401, + "TN": 65901483, + "TP": 140542, + "n_pred": 146290, + "n_ref": 143949 + }, + "3": { + "Dice": 0.9720335902978365, + "FN": 4382, + "FP": 4390, + "IoU": 0.9455888646978916, + "TN": 65889963, + "TP": 152445, + "n_pred": 156835, + "n_ref": 156827 + }, + "4": { + "Dice": 0.9260740461028819, + "FN": 2551, + "FP": 1756, + "IoU": 0.8623257895409794, + "TN": 66019896, + "TP": 26977, + "n_pred": 28733, + "n_ref": 29528 + }, + "5": { + "Dice": 0.9248996751385439, + "FN": 299, + "FP": 1273, + "IoU": 0.8602915037326697, + "TN": 66039928, + "TP": 9680, + "n_pred": 10953, + "n_ref": 9979 + }, + "6": { + "Dice": 0.9764419568948347, + "FN": 25834, + "FP": 22305, + "IoU": 0.9539683298590526, + "TN": 65005400, + "TP": 997641, + "n_pred": 1019946, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.9387171649159641, + "FN": 103786, + "FP": 10166, + "IoU": 0.8845117756395574, + "TN": 65064482, + "TP": 872746, + "n_pred": 882912, + "n_ref": 976532 + }, + "8": { + "Dice": 0.9684891612950394, + "FN": 1817, + "FP": 3355, + "IoU": 0.9389035237971484, + "TN": 65966527, + "TP": 79481, + "n_pred": 82836, + "n_ref": 81298 + }, + "9": { + "Dice": 0.9338718393583435, + "FN": 4417, + "FP": 4883, + "IoU": 0.8759470707501867, + "TN": 65976212, + "TP": 65668, + "n_pred": 70551, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9849711509954617, + "FN": 2481, + "FP": 2132, + "IoU": 0.970387346095084, + "TN": 113316762, + "TP": 151165, + "n_pred": 153297, + "n_ref": 153646 + }, + "10": { + "Dice": 0.9078180551992083, + "FN": 6262, + "FP": 8828, + "IoU": 0.8311967246123901, + "TN": 113383146, + "TP": 74304, + "n_pred": 83132, + "n_ref": 80566 + }, + "11": { + "Dice": 0.7132063074901446, + "FN": 1059, + "FP": 687, + "IoU": 0.5542507020679092, + "TN": 113468623, + "TP": 2171, + "n_pred": 2858, + "n_ref": 3230 + }, + "12": { + "Dice": 0.8818466353677621, + "FN": 702, + "FP": 204, + "IoU": 0.7886634009797061, + "TN": 113468253, + "TP": 3381, + "n_pred": 3585, + "n_ref": 4083 + }, + "13": { + "Dice": 0.6610742241641037, + "FN": 26795, + "FP": 24557, + "IoU": 0.49373478059408676, + "TN": 113371107, + "TP": 50081, + "n_pred": 74638, + "n_ref": 76876 + }, + "14": { + "Dice": 0.9701953419754736, + "FN": 5801, + "FP": 10038, + "IoU": 0.9421158997635519, + "TN": 113198907, + "TP": 257794, + "n_pred": 267832, + "n_ref": 263595 + }, + "15": { + "Dice": 0.7422035676810074, + "FN": 4200, + "FP": 8084, + "IoU": 0.590082423999733, + "TN": 113442573, + "TP": 17683, + "n_pred": 25767, + "n_ref": 21883 + }, + "2": { + "Dice": 0.9590956475908867, + "FN": 3345, + "FP": 7210, + "IoU": 0.9214061266735171, + "TN": 113338242, + "TP": 123743, + "n_pred": 130953, + "n_ref": 127088 + }, + "3": { + "Dice": 0.9772205588822356, + "FN": 2799, + "FP": 2679, + "IoU": 0.9554558095284561, + "TN": 113349561, + "TP": 117501, + "n_pred": 120180, + "n_ref": 120300 + }, + "4": { + "Dice": 0.9148342758525048, + "FN": 1407, + "FP": 4120, + "IoU": 0.8430364648415313, + "TN": 113437328, + "TP": 29685, + "n_pred": 33805, + "n_ref": 31092 + }, + "5": { + "Dice": 0.7703306523681859, + "FN": 9121, + "FP": 5014, + "IoU": 0.626453488372093, + "TN": 113434700, + "TP": 23705, + "n_pred": 28719, + "n_ref": 32826 + }, + "6": { + "Dice": 0.9688983222400714, + "FN": 28425, + "FP": 43171, + "IoU": 0.9396729179463716, + "TN": 112285743, + "TP": 1115201, + "n_pred": 1158372, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.9071860899189967, + "FN": 17779, + "FP": 23195, + "IoU": 0.8301377586342701, + "TN": 113231321, + "TP": 200245, + "n_pred": 223440, + "n_ref": 218024 + }, + "8": { + "Dice": 0.96890719501947, + "FN": 9919, + "FP": 3216, + "IoU": 0.9396896092566234, + "TN": 113254750, + "TP": 204655, + "n_pred": 207871, + "n_ref": 214574 + }, + "9": { + "Dice": 0.9291690489803698, + "FN": 8732, + "FP": 6134, + "IoU": 0.8677084353002945, + "TN": 113360167, + "TP": 97507, + "n_pred": 103641, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8810132160155791, + "FN": 3229, + "FP": 30254, + "IoU": 0.7873312076828293, + "TN": 75039286, + "TP": 123959, + "n_pred": 154213, + "n_ref": 127188 + }, + "10": { + "Dice": 0.9024656712581136, + "FN": 15799, + "FP": 2413, + "IoU": 0.8222664636764648, + "TN": 75094260, + "TP": 84256, + "n_pred": 86669, + "n_ref": 100055 + }, + "11": { + "Dice": 0.751891804862341, + "FN": 1209, + "FP": 332, + "IoU": 0.6024251805985552, + "TN": 75192852, + "TP": 2335, + "n_pred": 2667, + "n_ref": 3544 + }, + "12": { + "Dice": 0.6288227063761743, + "FN": 1533, + "FP": 324, + "IoU": 0.458600583090379, + "TN": 75193298, + "TP": 1573, + "n_pred": 1897, + "n_ref": 3106 + }, + "13": { + "Dice": 0.7818841323614961, + "FN": 9562, + "FP": 15934, + "IoU": 0.6418799337022782, + "TN": 75125534, + "TP": 45698, + "n_pred": 61632, + "n_ref": 55260 + }, + "14": { + "Dice": 0.9476214871194379, + "FN": 3573, + "FP": 10741, + "IoU": 0.9004568940937572, + "TN": 75052931, + "TP": 129483, + "n_pred": 140224, + "n_ref": 133056 + }, + "15": { + "Dice": 0.9282828841790715, + "FN": 6712, + "FP": 3656, + "IoU": 0.8661640935612124, + "TN": 75119260, + "TP": 67100, + "n_pred": 70756, + "n_ref": 73812 + }, + "2": { + "Dice": 0.9350081211367639, + "FN": 2684, + "FP": 17283, + "IoU": 0.8779485925608973, + "TN": 75033133, + "TP": 143628, + "n_pred": 160911, + "n_ref": 146312 + }, + "3": { + "Dice": 0.9624356689595444, + "FN": 3051, + "FP": 8226, + "IoU": 0.9275913214888822, + "TN": 75040987, + "TP": 144464, + "n_pred": 152690, + "n_ref": 147515 + }, + "4": { + "Dice": 0.9296747806059643, + "FN": 1551, + "FP": 1991, + "IoU": 0.8685909327001559, + "TN": 75169774, + "TP": 23412, + "n_pred": 25403, + "n_ref": 24963 + }, + "5": { + "Dice": 0.9075054902467381, + "FN": 676, + "FP": 756, + "IoU": 0.8306728154191794, + "TN": 75188271, + "TP": 7025, + "n_pred": 7781, + "n_ref": 7701 + }, + "6": { + "Dice": 0.978655587136323, + "FN": 32986, + "FP": 20385, + "IoU": 0.9582033002876454, + "TN": 73919809, + "TP": 1223548, + "n_pred": 1243933, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.9507007099231782, + "FN": 9930, + "FP": 4785, + "IoU": 0.9060338827195576, + "TN": 75040129, + "TP": 141884, + "n_pred": 146669, + "n_ref": 151814 + }, + "8": { + "Dice": 0.9468005358042594, + "FN": 7695, + "FP": 963, + "IoU": 0.8989755198245082, + "TN": 75111026, + "TP": 77044, + "n_pred": 78007, + "n_ref": 84739 + }, + "9": { + "Dice": 0.8992025850836504, + "FN": 8221, + "FP": 7251, + "IoU": 0.816864731783533, + "TN": 75112244, + "TP": 69012, + "n_pred": 76263, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.981781597071703, + "FN": 4090, + "FP": 3769, + "IoU": 0.964215137192762, + "TN": 86708254, + "TP": 211759, + "n_pred": 215528, + "n_ref": 215849 + }, + "10": { + "Dice": 0.7446669198433796, + "FN": 11963, + "FP": 27033, + "IoU": 0.5932026580152513, + "TN": 86832011, + "TP": 56865, + "n_pred": 83898, + "n_ref": 68828 + }, + "11": { + "Dice": 0.6358557643473844, + "FN": 1338, + "FP": 96, + "IoU": 0.466120625465376, + "TN": 86925186, + "TP": 1252, + "n_pred": 1348, + "n_ref": 2590 + }, + "12": { + "Dice": 0.7795951748108771, + "FN": 1102, + "FP": 1054, + "IoU": 0.6388004690902999, + "TN": 86921903, + "TP": 3813, + "n_pred": 4867, + "n_ref": 4915 + }, + "13": { + "Dice": 0.6044898265635559, + "FN": 15105, + "FP": 37573, + "IoU": 0.43316762433554995, + "TN": 86834938, + "TP": 40256, + "n_pred": 77829, + "n_ref": 55361 + }, + "14": { + "Dice": 0.8759146576292074, + "FN": 9360, + "FP": 11583, + "IoU": 0.7792243387693573, + "TN": 86833011, + "TP": 73918, + "n_pred": 85501, + "n_ref": 83278 + }, + "15": { + "Dice": 0.928119766427448, + "FN": 16902, + "FP": 5674, + "IoU": 0.865880102419695, + "TN": 86759545, + "TP": 145751, + "n_pred": 151425, + "n_ref": 162653 + }, + "2": { + "Dice": 0.9609334589707091, + "FN": 4393, + "FP": 5350, + "IoU": 0.9248045442968611, + "TN": 86798303, + "TP": 119826, + "n_pred": 125176, + "n_ref": 124219 + }, + "3": { + "Dice": 0.9667333614468281, + "FN": 8733, + "FP": 2390, + "IoU": 0.9356088016162926, + "TN": 86755131, + "TP": 161618, + "n_pred": 164008, + "n_ref": 170351 + }, + "4": { + "Dice": 0.9027798468551679, + "FN": 1372, + "FP": 1891, + "IoU": 0.8227882474338782, + "TN": 86909459, + "TP": 15150, + "n_pred": 17041, + "n_ref": 16522 + }, + "5": { + "Dice": 0.8888888888888888, + "FN": 145, + "FP": 1187, + "IoU": 0.8, + "TN": 86921212, + "TP": 5328, + "n_pred": 6515, + "n_ref": 5473 + }, + "6": { + "Dice": 0.9642368829425827, + "FN": 24804, + "FP": 60466, + "IoU": 0.9309434435954438, + "TN": 85693087, + "TP": 1149515, + "n_pred": 1209981, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.9511554229963358, + "FN": 79891, + "FP": 16993, + "IoU": 0.9068602191886176, + "TN": 85887672, + "TP": 943316, + "n_pred": 960309, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.9538433365380213, + "FN": 2301, + "FP": 2740, + "IoU": 0.9117595574849461, + "TN": 86870744, + "TP": 52087, + "n_pred": 54827, + "n_ref": 54388 + }, + "9": { + "Dice": 0.8614592048734171, + "FN": 4942, + "FP": 9795, + "IoU": 0.7566344645363718, + "TN": 86867317, + "TP": 45818, + "n_pred": 55613, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9319681757282036, + "FN": 3947, + "FP": 8392, + "IoU": 0.872603376180889, + "TN": 37652745, + "TP": 84516, + "n_pred": 92908, + "n_ref": 88463 + }, + "10": { + "Dice": 0.8573087109530892, + "FN": 11984, + "FP": 3748, + "IoU": 0.7502540005080011, + "TN": 37686608, + "TP": 47260, + "n_pred": 51008, + "n_ref": 59244 + }, + "11": { + "Dice": 0.8390461997019374, + "FN": 336, + "FP": 528, + "IoU": 0.7227214377406932, + "TN": 37746484, + "TP": 2252, + "n_pred": 2780, + "n_ref": 2588 + }, + "12": { + "Dice": 0.8271934507919558, + "FN": 593, + "FP": 378, + "IoU": 0.7053110773899848, + "TN": 37746305, + "TP": 2324, + "n_pred": 2702, + "n_ref": 2917 + }, + "13": { + "Dice": 0.7679488102708653, + "FN": 7560, + "FP": 14997, + "IoU": 0.6233091747102635, + "TN": 37689718, + "TP": 37325, + "n_pred": 52322, + "n_ref": 44885 + }, + "14": { + "Dice": 0.4934001124609329, + "FN": 5947, + "FP": 187754, + "IoU": 0.327492466010249, + "TN": 37461572, + "TP": 94327, + "n_pred": 282081, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 5913, + "IoU": 0.0, + "TN": 37743687, + "TP": 0, + "n_pred": 5913, + "n_ref": 0 + }, + "2": { + "Dice": 0.8877031077836532, + "FN": 7985, + "FP": 15354, + "IoU": 0.7980810824840379, + "TN": 37634014, + "TP": 92247, + "n_pred": 107601, + "n_ref": 100232 + }, + "3": { + "Dice": 0.9539683890922505, + "FN": 4652, + "FP": 3459, + "IoU": 0.9119881073808025, + "TN": 37657442, + "TP": 84047, + "n_pred": 87506, + "n_ref": 88699 + }, + "4": { + "Dice": 0.5794538674365451, + "FN": 6877, + "FP": 115, + "IoU": 0.40790922177999833, + "TN": 37737791, + "TP": 4817, + "n_pred": 4932, + "n_ref": 11694 + }, + "5": { + "Dice": 0.8488866897575458, + "FN": 1471, + "FP": 1583, + "IoU": 0.7374484181568088, + "TN": 37737968, + "TP": 8578, + "n_pred": 10161, + "n_ref": 10049 + }, + "6": { + "Dice": 0.9671019145956624, + "FN": 39494, + "FP": 8336, + "IoU": 0.9362994551559085, + "TN": 36998743, + "TP": 703027, + "n_pred": 711363, + "n_ref": 742521 + }, + "7": { + "Dice": 0.9493414447578524, + "FN": 27571, + "FP": 6337, + "IoU": 0.9035679955407165, + "TN": 37397974, + "TP": 317718, + "n_pred": 324055, + "n_ref": 345289 + }, + "8": { + "Dice": 0.9481438995634579, + "FN": 3697, + "FP": 4440, + "IoU": 0.9014007706662143, + "TN": 37667074, + "TP": 74389, + "n_pred": 78829, + "n_ref": 78086 + }, + "9": { + "Dice": 0.9041529190412565, + "FN": 5034, + "FP": 5511, + "IoU": 0.825072160844033, + "TN": 37689318, + "TP": 49737, + "n_pred": 55248, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9742903161884632, + "FN": 6272, + "FP": 3848, + "IoU": 0.9498694723910578, + "TN": 75704815, + "TP": 191753, + "n_pred": 195601, + "n_ref": 198025 + }, + "10": { + "Dice": 0.9244350912236272, + "FN": 10443, + "FP": 6505, + "IoU": 0.8594879617961133, + "TN": 75786072, + "TP": 103668, + "n_pred": 110173, + "n_ref": 114111 + }, + "11": { + "Dice": 0.737577097637612, + "FN": 1173, + "FP": 1082, + "IoU": 0.5842551622418879, + "TN": 75901264, + "TP": 3169, + "n_pred": 4251, + "n_ref": 4342 + }, + "12": { + "Dice": 0.8939521209575808, + "FN": 327, + "FP": 683, + "IoU": 0.8082399848110879, + "TN": 75901421, + "TP": 4257, + "n_pred": 4940, + "n_ref": 4584 + }, + "13": { + "Dice": 0.8170496136640911, + "FN": 9355, + "FP": 5041, + "IoU": 0.6906879807485712, + "TN": 75860146, + "TP": 32146, + "n_pred": 37187, + "n_ref": 41501 + }, + "14": { + "Dice": 0.9327478427612655, + "FN": 2073, + "FP": 15463, + "IoU": 0.8739713819595668, + "TN": 75767545, + "TP": 121607, + "n_pred": 137070, + "n_ref": 123680 + }, + "15": { + "Dice": 0.8569977228936767, + "FN": 40491, + "FP": 8493, + "IoU": 0.749777791399761, + "TN": 75710926, + "TP": 146778, + "n_pred": 155271, + "n_ref": 187269 + }, + "2": { + "Dice": 0.9636920900624779, + "FN": 4688, + "FP": 9480, + "IoU": 0.9299283357979752, + "TN": 75704495, + "TP": 188025, + "n_pred": 197505, + "n_ref": 192713 + }, + "3": { + "Dice": 0.9700518614595383, + "FN": 9291, + "FP": 5648, + "IoU": 0.9418453465377369, + "TN": 75649804, + "TP": 241945, + "n_pred": 247593, + "n_ref": 251236 + }, + "4": { + "Dice": 0.9296600813959236, + "FN": 1966, + "FP": 2303, + "IoU": 0.8685652709359606, + "TN": 75874208, + "TP": 28211, + "n_pred": 30514, + "n_ref": 30177 + }, + "5": { + "Dice": 0.9122177359054883, + "FN": 479, + "FP": 1282, + "IoU": 0.8386032444322243, + "TN": 75895777, + "TP": 9150, + "n_pred": 10432, + "n_ref": 9629 + }, + "6": { + "Dice": 0.9771554555392462, + "FN": 58647, + "FP": 18423, + "IoU": 0.9553313461278763, + "TN": 74181317, + "TP": 1648301, + "n_pred": 1666724, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.8790021680179966, + "FN": 15063, + "FP": 56151, + "IoU": 0.7841247707534443, + "TN": 75576803, + "TP": 258671, + "n_pred": 314822, + "n_ref": 273734 + }, + "8": { + "Dice": 0.962830185604641, + "FN": 3118, + "FP": 3725, + "IoU": 0.928324534942182, + "TN": 75811216, + "TP": 88629, + "n_pred": 92354, + "n_ref": 91747 + }, + "9": { + "Dice": 0.8835211737245748, + "FN": 11504, + "FP": 5962, + "IoU": 0.7913461078988866, + "TN": 75822980, + "TP": 66242, + "n_pred": 72204, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.978607913234746, + "FN": 1840, + "FP": 2235, + "IoU": 0.958111900332021, + "TN": 61290467, + "TP": 93208, + "n_pred": 95443, + "n_ref": 95048 + }, + "10": { + "Dice": 0.9201993557878637, + "FN": 7061, + "FP": 5252, + "IoU": 0.852193745873597, + "TN": 61304445, + "TP": 70992, + "n_pred": 76244, + "n_ref": 78053 + }, + "11": { + "Dice": 0.8974358974358975, + "FN": 297, + "FP": 399, + "IoU": 0.813953488372093, + "TN": 61384009, + "TP": 3045, + "n_pred": 3444, + "n_ref": 3342 + }, + "12": { + "Dice": 0.8608123294268742, + "FN": 688, + "FP": 179, + "IoU": 0.7556369785794814, + "TN": 61384202, + "TP": 2681, + "n_pred": 2860, + "n_ref": 3369 + }, + "13": { + "Dice": 0.7136802317129086, + "FN": 7546, + "FP": 18057, + "IoU": 0.5548233412157463, + "TN": 61330238, + "TP": 31909, + "n_pred": 49966, + "n_ref": 39455 + }, + "14": { + "Dice": 0.9238986286597006, + "FN": 3063, + "FP": 7381, + "IoU": 0.8585609620671443, + "TN": 61313909, + "TP": 63397, + "n_pred": 70778, + "n_ref": 66460 + }, + "15": { + "Dice": 0.9017429837518464, + "FN": 4576, + "FP": 3739, + "IoU": 0.8210673552829783, + "TN": 61341280, + "TP": 38155, + "n_pred": 41894, + "n_ref": 42731 + }, + "2": { + "Dice": 0.974337165760307, + "FN": 3716, + "FP": 3103, + "IoU": 0.9499585372834215, + "TN": 61251483, + "TP": 129448, + "n_pred": 132551, + "n_ref": 133164 + }, + "3": { + "Dice": 0.9449440826933746, + "FN": 4174, + "FP": 10910, + "IoU": 0.8956341244032381, + "TN": 61243220, + "TP": 129446, + "n_pred": 140356, + "n_ref": 133620 + }, + "4": { + "Dice": 0.864816472694718, + "FN": 2554, + "FP": 2580, + "IoU": 0.7618296529968455, + "TN": 61366194, + "TP": 16422, + "n_pred": 19002, + "n_ref": 18976 + }, + "5": { + "Dice": 0.7022133244355466, + "FN": 11911, + "FP": 1476, + "IoU": 0.5410853244660794, + "TN": 61358579, + "TP": 15784, + "n_pred": 17260, + "n_ref": 27695 + }, + "6": { + "Dice": 0.9734014722081656, + "FN": 31937, + "FP": 20678, + "IoU": 0.9481812469592246, + "TN": 60372384, + "TP": 962751, + "n_pred": 983429, + "n_ref": 994688 + }, + "7": { + "Dice": 0.9319059762163254, + "FN": 14040, + "FP": 10233, + "IoU": 0.8724943267776096, + "TN": 61197382, + "TP": 166095, + "n_pred": 176328, + "n_ref": 180135 + }, + "8": { + "Dice": 0.9700270687447461, + "FN": 10335, + "FP": 4248, + "IoU": 0.9417986039327748, + "TN": 61137189, + "TP": 235978, + "n_pred": 240226, + "n_ref": 246313 + }, + "9": { + "Dice": 0.9458861319776412, + "FN": 4922, + "FP": 3636, + "IoU": 0.8973282305375931, + "TN": 61304397, + "TP": 74795, + "n_pred": 78431, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.979470001528687, + "FN": 2907, + "FP": 4748, + "IoU": 0.9597660068747307, + "TN": 39558538, + "TP": 182607, + "n_pred": 187355, + "n_ref": 185514 + }, + "10": { + "Dice": 0.8721850448197188, + "FN": 6150, + "FP": 7239, + "IoU": 0.7733405562797312, + "TN": 39689729, + "TP": 45682, + "n_pred": 52921, + "n_ref": 51832 + }, + "11": { + "Dice": 0.7953318237240898, + "FN": 748, + "FP": 427, + "IoU": 0.6602082128397918, + "TN": 39745342, + "TP": 2283, + "n_pred": 2710, + "n_ref": 3031 + }, + "12": { + "Dice": 0.8789771901787011, + "FN": 435, + "FP": 398, + "IoU": 0.7840850181441161, + "TN": 39744942, + "TP": 3025, + "n_pred": 3423, + "n_ref": 3460 + }, + "13": { + "Dice": 0.8799833785534453, + "FN": 7810, + "FP": 2010, + "IoU": 0.7856877850767116, + "TN": 39702979, + "TP": 36001, + "n_pred": 38011, + "n_ref": 43811 + }, + "14": { + "Dice": 0.39755013810495976, + "FN": 16781, + "FP": 33385, + "IoU": 0.2480889714919512, + "TN": 39682082, + "TP": 16552, + "n_pred": 49937, + "n_ref": 33333 + }, + "15": { + "Dice": 0.9363494773976844, + "FN": 1817, + "FP": 4967, + "IoU": 0.8803168498491611, + "TN": 39692117, + "TP": 49899, + "n_pred": 54866, + "n_ref": 51716 + }, + "2": { + "Dice": 0.9687305982045473, + "FN": 2384, + "FP": 5070, + "IoU": 0.9393574525899591, + "TN": 39625883, + "TP": 115463, + "n_pred": 120533, + "n_ref": 117847 + }, + "3": { + "Dice": 0.9695724293182861, + "FN": 3342, + "FP": 4876, + "IoU": 0.940941854532127, + "TN": 39609649, + "TP": 130933, + "n_pred": 135809, + "n_ref": 134275 + }, + "4": { + "Dice": 0.92989049834427, + "FN": 887, + "FP": 2564, + "IoU": 0.8689676121046437, + "TN": 39722463, + "TP": 22886, + "n_pred": 25450, + "n_ref": 23773 + }, + "5": { + "Dice": 0.8602282300681626, + "FN": 908, + "FP": 917, + "IoU": 0.7547372664964387, + "TN": 39741359, + "TP": 5616, + "n_pred": 6533, + "n_ref": 6524 + }, + "6": { + "Dice": 0.9793639196303857, + "FN": 16475, + "FP": 21937, + "IoU": 0.959562314586917, + "TN": 38798894, + "TP": 911494, + "n_pred": 933431, + "n_ref": 927969 + }, + "7": { + "Dice": 0.9737411688948644, + "FN": 18336, + "FP": 20159, + "IoU": 0.9488261044694571, + "TN": 38996561, + "TP": 713744, + "n_pred": 733903, + "n_ref": 732080 + }, + "8": { + "Dice": 0.9612198293959223, + "FN": 2601, + "FP": 1186, + "IoU": 0.9253351735015772, + "TN": 39698080, + "TP": 46933, + "n_pred": 48119, + "n_ref": 49534 + }, + "9": { + "Dice": 0.9199343592568366, + "FN": 1547, + "FP": 5430, + "IoU": 0.8517393059776026, + "TN": 39701741, + "TP": 40082, + "n_pred": 45512, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9312279222864484, + "FN": 4161, + "FP": 9545, + "IoU": 0.8713063727101154, + "TN": 101290107, + "TP": 92795, + "n_pred": 102340, + "n_ref": 96956 + }, + "10": { + "Dice": 0.9023133675128173, + "FN": 10233, + "FP": 5391, + "IoU": 0.8220136246610923, + "TN": 101308826, + "TP": 72158, + "n_pred": 77549, + "n_ref": 82391 + }, + "11": { + "Dice": 0.7772853756570133, + "FN": 1758, + "FP": 403, + "IoU": 0.6357046527309508, + "TN": 101390676, + "TP": 3771, + "n_pred": 4174, + "n_ref": 5529 + }, + "12": { + "Dice": 0.8656168486136605, + "FN": 745, + "FP": 646, + "IoU": 0.7630727303696133, + "TN": 101390737, + "TP": 4480, + "n_pred": 5126, + "n_ref": 5225 + }, + "13": { + "Dice": 0.9299777328983481, + "FN": 5048, + "FP": 1713, + "IoU": 0.8691199814162376, + "TN": 101344950, + "TP": 44897, + "n_pred": 46610, + "n_ref": 49945 + }, + "14": { + "Dice": 0.9817383126053094, + "FN": 2805, + "FP": 3622, + "IoU": 0.9641316419526406, + "TN": 101217425, + "TP": 172756, + "n_pred": 176378, + "n_ref": 175561 + }, + "15": { + "Dice": 0.9327188589057531, + "FN": 2385, + "FP": 1148, + "IoU": 0.8739204910427522, + "TN": 101368586, + "TP": 24489, + "n_pred": 25637, + "n_ref": 26874 + }, + "2": { + "Dice": 0.9650776462481234, + "FN": 5276, + "FP": 7495, + "IoU": 0.9325121278417198, + "TN": 101207374, + "TP": 176463, + "n_pred": 183958, + "n_ref": 181739 + }, + "3": { + "Dice": 0.9563746329491168, + "FN": 3514, + "FP": 11417, + "IoU": 0.9163964993028842, + "TN": 101218015, + "TP": 163662, + "n_pred": 175079, + "n_ref": 167176 + }, + "4": { + "Dice": 0.938749194068343, + "FN": 682, + "FP": 553, + "IoU": 0.8845686512758202, + "TN": 101385909, + "TP": 9464, + "n_pred": 10017, + "n_ref": 10146 + }, + "5": { + "Dice": 0.8314956688588868, + "FN": 8615, + "FP": 3504, + "IoU": 0.7115897191813422, + "TN": 101354588, + "TP": 29901, + "n_pred": 33405, + "n_ref": 38516 + }, + "6": { + "Dice": 0.9785600839713047, + "FN": 55466, + "FP": 22316, + "IoU": 0.9580202110917055, + "TN": 99543764, + "TP": 1775062, + "n_pred": 1797378, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.9566158002376057, + "FN": 20165, + "FP": 19822, + "IoU": 0.9168394542062761, + "TN": 100915767, + "TP": 440854, + "n_pred": 460676, + "n_ref": 461019 + }, + "8": { + "Dice": 0.9652468964239392, + "FN": 5666, + "FP": 12340, + "IoU": 0.9328282206529159, + "TN": 101128549, + "TP": 250053, + "n_pred": 262393, + "n_ref": 255719 + }, + "9": { + "Dice": 0.952684588908811, + "FN": 3996, + "FP": 4211, + "IoU": 0.9096443906198393, + "TN": 101305778, + "TP": 82623, + "n_pred": 86834, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9380213516692301, + "FN": 9636, + "FP": 17766, + "IoU": 0.8832770349419197, + "TN": 73648743, + "TP": 207359, + "n_pred": 225125, + "n_ref": 216995 + }, + "10": { + "Dice": 0.42812081562227594, + "FN": 52021, + "FP": 11616, + "IoU": 0.2723624181026104, + "TN": 73796047, + "TP": 23820, + "n_pred": 35436, + "n_ref": 75841 + }, + "11": { + "Dice": 0.651725113122172, + "FN": 1650, + "FP": 3276, + "IoU": 0.4833770319874148, + "TN": 73873969, + "TP": 4609, + "n_pred": 7885, + "n_ref": 6259 + }, + "12": { + "Dice": 0.6376878082348894, + "FN": 2761, + "FP": 398, + "IoU": 0.468092271426166, + "TN": 73877565, + "TP": 2780, + "n_pred": 3178, + "n_ref": 5541 + }, + "13": { + "Dice": 0.0, + "FN": 61239, + "FP": 22302, + "IoU": 0.0, + "TN": 73799963, + "TP": 0, + "n_pred": 22302, + "n_ref": 61239 + }, + "14": { + "Dice": 0.8649708501870526, + "FN": 10045, + "FP": 18397, + "IoU": 0.7620692828281983, + "TN": 73763965, + "TP": 91097, + "n_pred": 109494, + "n_ref": 101142 + }, + "15": { + "Dice": 0.9143282063324332, + "FN": 23598, + "FP": 13615, + "IoU": 0.8421773612112473, + "TN": 73647714, + "TP": 198577, + "n_pred": 212192, + "n_ref": 222175 + }, + "2": { + "Dice": 0.695364069048803, + "FN": 68692, + "FP": 38517, + "IoU": 0.5329947248515684, + "TN": 73653937, + "TP": 122358, + "n_pred": 160875, + "n_ref": 191050 + }, + "3": { + "Dice": 0.7938710800410226, + "FN": 18781, + "FP": 68851, + "IoU": 0.6581975333681772, + "TN": 73627122, + "TP": 168750, + "n_pred": 237601, + "n_ref": 187531 + }, + "4": { + "Dice": 0.30136074674699215, + "FN": 39284, + "FP": 609, + "IoU": 0.17741303585788812, + "TN": 73835007, + "TP": 8604, + "n_pred": 9213, + "n_ref": 47888 + }, + "5": { + "Dice": 0.7308724832214765, + "FN": 5327, + "FP": 1891, + "IoU": 0.5758857747223691, + "TN": 73866485, + "TP": 9801, + "n_pred": 11692, + "n_ref": 15128 + }, + "6": { + "Dice": 0.823619300857818, + "FN": 386763, + "FP": 176274, + "IoU": 0.7001298996646256, + "TN": 72005901, + "TP": 1314566, + "n_pred": 1490840, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.788305568807879, + "FN": 51978, + "FP": 12806, + "IoU": 0.6505811601628867, + "TN": 73698099, + "TP": 120621, + "n_pred": 133427, + "n_ref": 172599 + }, + "8": { + "Dice": 0.9178053319041052, + "FN": 3243, + "FP": 10406, + "IoU": 0.8480963351251488, + "TN": 73793651, + "TP": 76204, + "n_pred": 86610, + "n_ref": 79447 + }, + "9": { + "Dice": 0.8077734777986667, + "FN": 13056, + "FP": 23651, + "IoU": 0.6775335582261578, + "TN": 73769672, + "TP": 77125, + "n_pred": 100776, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9704529837729267, + "FN": 3742, + "FP": 7438, + "IoU": 0.9426019098470069, + "TN": 69300996, + "TP": 183600, + "n_pred": 191038, + "n_ref": 187342 + }, + "10": { + "Dice": 0.8094861660079051, + "FN": 14225, + "FP": 10839, + "IoU": 0.6799468791500664, + "TN": 69417464, + "TP": 53248, + "n_pred": 64087, + "n_ref": 67473 + }, + "11": { + "Dice": 0.7937508205330183, + "FN": 438, + "FP": 1133, + "IoU": 0.6580322159338268, + "TN": 69491182, + "TP": 3023, + "n_pred": 4156, + "n_ref": 3461 + }, + "12": { + "Dice": 0.8101426307448495, + "FN": 596, + "FP": 602, + "IoU": 0.6808737346830048, + "TN": 69492022, + "TP": 2556, + "n_pred": 3158, + "n_ref": 3152 + }, + "13": { + "Dice": 0.8166402310856642, + "FN": 14490, + "FP": 13948, + "IoU": 0.6901030882897805, + "TN": 69404010, + "TP": 63328, + "n_pred": 77276, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9566565983556597, + "FN": 9777, + "FP": 3023, + "IoU": 0.9169144088590011, + "TN": 69341718, + "TP": 141258, + "n_pred": 144281, + "n_ref": 151035 + }, + "15": { + "Dice": 0.937883350061336, + "FN": 5691, + "FP": 6006, + "IoU": 0.8830323393532129, + "TN": 69395774, + "TP": 88305, + "n_pred": 94311, + "n_ref": 93996 + }, + "2": { + "Dice": 0.9686465679712838, + "FN": 4699, + "FP": 4717, + "IoU": 0.9391994421019326, + "TN": 69340909, + "TP": 145451, + "n_pred": 150168, + "n_ref": 150150 + }, + "3": { + "Dice": 0.9701267810273716, + "FN": 6980, + "FP": 3218, + "IoU": 0.9419866087935967, + "TN": 69319989, + "TP": 165589, + "n_pred": 168807, + "n_ref": 172569 + }, + "4": { + "Dice": 0.8632877165875731, + "FN": 5830, + "FP": 4080, + "IoU": 0.7594601810723561, + "TN": 69454577, + "TP": 31289, + "n_pred": 35369, + "n_ref": 37119 + }, + "5": { + "Dice": 0.9100599600266489, + "FN": 2018, + "FP": 1357, + "IoU": 0.8349633251833741, + "TN": 69475326, + "TP": 17075, + "n_pred": 18432, + "n_ref": 19093 + }, + "6": { + "Dice": 0.9819525862321895, + "FN": 27271, + "FP": 25014, + "IoU": 0.9645450427480253, + "TN": 68021088, + "TP": 1422403, + "n_pred": 1447417, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.9665659843835352, + "FN": 12186, + "FP": 8624, + "IoU": 0.9352953065000078, + "TN": 69174161, + "TP": 300805, + "n_pred": 309429, + "n_ref": 312991 + }, + "8": { + "Dice": 0.9412783393134048, + "FN": 5524, + "FP": 4852, + "IoU": 0.8890706351497268, + "TN": 69402239, + "TP": 83161, + "n_pred": 88013, + "n_ref": 88685 + }, + "9": { + "Dice": 0.9137671888004174, + "FN": 6808, + "FP": 7076, + "IoU": 0.8412259134312997, + "TN": 69408331, + "TP": 73561, + "n_pred": 80637, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9553823649312966, + "FN": 3209, + "FP": 15397, + "IoU": 0.9145761404539778, + "TN": 50615744, + "TP": 199202, + "n_pred": 214599, + "n_ref": 202411 + }, + "10": { + "Dice": 0.9043874658759911, + "FN": 6601, + "FP": 8039, + "IoU": 0.8254628691329177, + "TN": 50749673, + "TP": 69239, + "n_pred": 77278, + "n_ref": 75840 + }, + "11": { + "Dice": 0.86244508407817, + "FN": 1036, + "FP": 780, + "IoU": 0.7581568784125716, + "TN": 50826043, + "TP": 5693, + "n_pred": 6473, + "n_ref": 6729 + }, + "12": { + "Dice": 0.9034749034749034, + "FN": 566, + "FP": 659, + "IoU": 0.823943661971831, + "TN": 50826594, + "TP": 5733, + "n_pred": 6392, + "n_ref": 6299 + }, + "13": { + "Dice": 0.8239301726012362, + "FN": 8475, + "FP": 8530, + "IoU": 0.7005792967443171, + "TN": 50776759, + "TP": 39788, + "n_pred": 48318, + "n_ref": 48263 + }, + "14": { + "Dice": 0.43336172443163207, + "FN": 34201, + "FP": 9042, + "IoU": 0.27661887953963765, + "TN": 50773773, + "TP": 16536, + "n_pred": 25578, + "n_ref": 50737 + }, + "15": { + "Dice": 0.8715765778765404, + "FN": 4555, + "FP": 4345, + "IoU": 0.7723843379964707, + "TN": 50794451, + "TP": 30201, + "n_pred": 34546, + "n_ref": 34756 + }, + "2": { + "Dice": 0.9599955320470903, + "FN": 5802, + "FP": 11389, + "IoU": 0.9230686613651722, + "TN": 50610093, + "TP": 206268, + "n_pred": 217657, + "n_ref": 212070 + }, + "3": { + "Dice": 0.9731242365540982, + "FN": 5963, + "FP": 4928, + "IoU": 0.9476552774880685, + "TN": 50625489, + "TP": 197172, + "n_pred": 202100, + "n_ref": 203135 + }, + "4": { + "Dice": 0.9483547613859229, + "FN": 557, + "FP": 1339, + "IoU": 0.901782014090344, + "TN": 50814248, + "TP": 17408, + "n_pred": 18747, + "n_ref": 17965 + }, + "5": { + "Dice": 0.9014282369468508, + "FN": 1294, + "FP": 1232, + "IoU": 0.8205456095481671, + "TN": 50819476, + "TP": 11550, + "n_pred": 12782, + "n_ref": 12844 + }, + "6": { + "Dice": 0.986791659187908, + "FN": 27508, + "FP": 30553, + "IoU": 0.9739276903277259, + "TN": 48606630, + "TP": 2168861, + "n_pred": 2199414, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.952798888261606, + "FN": 8962, + "FP": 12776, + "IoU": 0.909852823475257, + "TN": 50592413, + "TP": 219401, + "n_pred": 232177, + "n_ref": 228363 + }, + "8": { + "Dice": 0.9657595927956147, + "FN": 4262, + "FP": 2734, + "IoU": 0.9337863673361222, + "TN": 50727894, + "TP": 98662, + "n_pred": 101396, + "n_ref": 102924 + }, + "9": { + "Dice": 0.9476673602024839, + "FN": 4665, + "FP": 7534, + "IoU": 0.9005397384469882, + "TN": 50710900, + "TP": 110453, + "n_pred": 117987, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9791721529858625, + "FN": 5591, + "FP": 3188, + "IoU": 0.9591942028716052, + "TN": 76669719, + "TP": 206362, + "n_pred": 209550, + "n_ref": 211953 + }, + "10": { + "Dice": 0.8374244955661226, + "FN": 9573, + "FP": 11932, + "IoU": 0.7203183727614415, + "TN": 76807969, + "TP": 55386, + "n_pred": 67318, + "n_ref": 64959 + }, + "11": { + "Dice": 0.826830483147933, + "FN": 384, + "FP": 659, + "IoU": 0.7047834701386924, + "TN": 76881327, + "TP": 2490, + "n_pred": 3149, + "n_ref": 2874 + }, + "12": { + "Dice": 0.8338996602038776, + "FN": 523, + "FP": 308, + "IoU": 0.7151182721974632, + "TN": 76881943, + "TP": 2086, + "n_pred": 2394, + "n_ref": 2609 + }, + "13": { + "Dice": 0.6759595450536612, + "FN": 13275, + "FP": 15016, + "IoU": 0.510527863803872, + "TN": 76827061, + "TP": 29508, + "n_pred": 44524, + "n_ref": 42783 + }, + "14": { + "Dice": 0.9327940300379394, + "FN": 7135, + "FP": 3582, + "IoU": 0.8740524849866613, + "TN": 76799769, + "TP": 74374, + "n_pred": 77956, + "n_ref": 81509 + }, + "15": { + "Dice": 0.8021179263527121, + "FN": 9944, + "FP": 4893, + "IoU": 0.6696134319052285, + "TN": 76839952, + "TP": 30071, + "n_pred": 34964, + "n_ref": 40015 + }, + "2": { + "Dice": 0.9586852929614467, + "FN": 3909, + "FP": 4709, + "IoU": 0.9206489512549951, + "TN": 76776254, + "TP": 99988, + "n_pred": 104697, + "n_ref": 103897 + }, + "3": { + "Dice": 0.9618126166167006, + "FN": 5655, + "FP": 1631, + "IoU": 0.926434506921376, + "TN": 76785819, + "TP": 91755, + "n_pred": 93386, + "n_ref": 97410 + }, + "4": { + "Dice": 0.9570386274626747, + "FN": 812, + "FP": 1349, + "IoU": 0.9176165605581182, + "TN": 76858629, + "TP": 24070, + "n_pred": 25419, + "n_ref": 24882 + }, + "5": { + "Dice": 0.9246413420123709, + "FN": 1479, + "FP": 848, + "IoU": 0.8598446063964343, + "TN": 76868257, + "TP": 14276, + "n_pred": 15124, + "n_ref": 15755 + }, + "6": { + "Dice": 0.971730609808668, + "FN": 32126, + "FP": 31813, + "IoU": 0.9450155952107611, + "TN": 75722003, + "TP": 1098918, + "n_pred": 1130731, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.9147707300517569, + "FN": 10217, + "FP": 17909, + "IoU": 0.8429285455002373, + "TN": 76705795, + "TP": 150939, + "n_pred": 168848, + "n_ref": 161156 + }, + "8": { + "Dice": 0.9626639368010352, + "FN": 2546, + "FP": 3253, + "IoU": 0.9280154917513872, + "TN": 76804301, + "TP": 74760, + "n_pred": 78013, + "n_ref": 77306 + }, + "9": { + "Dice": 0.9410234510631409, + "FN": 7480, + "FP": 3085, + "IoU": 0.888615949057479, + "TN": 76790008, + "TP": 84287, + "n_pred": 87372, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9490772526863487, + "FN": 9840, + "FP": 2472, + "IoU": 0.9030894564917943, + "TN": 130872887, + "TP": 114733, + "n_pred": 117205, + "n_ref": 124573 + }, + "10": { + "Dice": 0.7689827007685988, + "FN": 7488, + "FP": 22599, + "IoU": 0.6246725381103266, + "TN": 130919770, + "TP": 50075, + "n_pred": 72674, + "n_ref": 57563 + }, + "11": { + "Dice": 0.7594353789168085, + "FN": 1775, + "FP": 628, + "IoU": 0.6121691413815364, + "TN": 130993736, + "TP": 3793, + "n_pred": 4421, + "n_ref": 5568 + }, + "12": { + "Dice": 0.8810226155358899, + "FN": 1030, + "FP": 664, + "IoU": 0.7873462214411248, + "TN": 130991966, + "TP": 6272, + "n_pred": 6936, + "n_ref": 7302 + }, + "13": { + "Dice": 0.7323878104208307, + "FN": 24919, + "FP": 14177, + "IoU": 0.5777696179018079, + "TN": 130907338, + "TP": 53498, + "n_pred": 67675, + "n_ref": 78417 + }, + "14": { + "Dice": 0.7755654004623949, + "FN": 345659, + "FP": 1869, + "IoU": 0.6334069624913238, + "TN": 130051938, + "TP": 600466, + "n_pred": 602335, + "n_ref": 946125 + }, + "15": { + "Dice": 0.5143002377143541, + "FN": 8110, + "FP": 24377, + "IoU": 0.3461670054541429, + "TN": 130950245, + "TP": 17200, + "n_pred": 41577, + "n_ref": 25310 + }, + "2": { + "Dice": 0.9354533528717128, + "FN": 11704, + "FP": 16883, + "IoU": 0.8787340182745251, + "TN": 130764194, + "TP": 207151, + "n_pred": 224034, + "n_ref": 218855 + }, + "3": { + "Dice": 0.9637664501528072, + "FN": 12625, + "FP": 7708, + "IoU": 0.930066827400954, + "TN": 130709183, + "TP": 270416, + "n_pred": 278124, + "n_ref": 283041 + }, + "4": { + "Dice": 0.024279210925644917, + "FN": 2240, + "FP": 975, + "IoU": 0.01228878648233487, + "TN": 130996677, + "TP": 40, + "n_pred": 1015, + "n_ref": 2280 + }, + "5": { + "Dice": 0.7117004121125247, + "FN": 9817, + "FP": 1446, + "IoU": 0.5524339360222531, + "TN": 130974767, + "TP": 13902, + "n_pred": 15348, + "n_ref": 23719 + }, + "6": { + "Dice": 0.9686881426264038, + "FN": 60914, + "FP": 30375, + "IoU": 0.9392776158836438, + "TN": 129496549, + "TP": 1412094, + "n_pred": 1442469, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.8560227579678439, + "FN": 28183, + "FP": 30982, + "IoU": 0.7482865274900127, + "TN": 130764883, + "TP": 175884, + "n_pred": 206866, + "n_ref": 204067 + }, + "8": { + "Dice": 0.9603193107945227, + "FN": 4521, + "FP": 5520, + "IoU": 0.9236675459735599, + "TN": 130868389, + "TP": 121502, + "n_pred": 127022, + "n_ref": 126023 + }, + "9": { + "Dice": 0.823315672370464, + "FN": 5784, + "FP": 16292, + "IoU": 0.6996912026771503, + "TN": 130926421, + "TP": 51435, + "n_pred": 67727, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9585464171830816, + "FN": 1655, + "FP": 3168, + "IoU": 0.9203928365106875, + "TN": 74366113, + "TP": 55762, + "n_pred": 58930, + "n_ref": 57417 + }, + "10": { + "Dice": 0.8056264718570327, + "FN": 21816, + "FP": 5669, + "IoU": 0.6745180237790726, + "TN": 74342254, + "TP": 56959, + "n_pred": 62628, + "n_ref": 78775 + }, + "11": { + "Dice": 0.8096584729171199, + "FN": 527, + "FP": 348, + "IoU": 0.6801900584795322, + "TN": 74423962, + "TP": 1861, + "n_pred": 2209, + "n_ref": 2388 + }, + "12": { + "Dice": 0.7594721157939549, + "FN": 673, + "FP": 457, + "IoU": 0.6122168840082362, + "TN": 74423784, + "TP": 1784, + "n_pred": 2241, + "n_ref": 2457 + }, + "13": { + "Dice": 0.6040643650373951, + "FN": 55351, + "FP": 7541, + "IoU": 0.43273081502327093, + "TN": 74315830, + "TP": 47976, + "n_pred": 55517, + "n_ref": 103327 + }, + "14": { + "Dice": 0.9280854964778539, + "FN": 17011, + "FP": 6837, + "IoU": 0.8658204487655571, + "TN": 74248966, + "TP": 153884, + "n_pred": 160721, + "n_ref": 170895 + }, + "15": { + "Dice": 0.7086423822866875, + "FN": 9320, + "FP": 1286, + "IoU": 0.5487576582709326, + "TN": 74403194, + "TP": 12898, + "n_pred": 14184, + "n_ref": 22218 + }, + "2": { + "Dice": 0.9499707542048721, + "FN": 5877, + "FP": 6012, + "IoU": 0.9047088526429687, + "TN": 74301933, + "TP": 112876, + "n_pred": 118888, + "n_ref": 118753 + }, + "3": { + "Dice": 0.959893661262928, + "FN": 7707, + "FP": 2612, + "IoU": 0.9228803109001906, + "TN": 74292893, + "TP": 123486, + "n_pred": 126098, + "n_ref": 131193 + }, + "4": { + "Dice": 0.7679117947108216, + "FN": 10889, + "FP": 941, + "IoU": 0.6232604057195631, + "TN": 74395297, + "TP": 19571, + "n_pred": 20512, + "n_ref": 30460 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 74426698, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.97111661732131, + "FN": 18867, + "FP": 32808, + "IoU": 0.9438548951903718, + "TN": 73506315, + "TP": 868708, + "n_pred": 901516, + "n_ref": 887575 + }, + "7": { + "Dice": 0.83448451781106, + "FN": 24563, + "FP": 25400, + "IoU": 0.7159789213986459, + "TN": 74250785, + "TP": 125950, + "n_pred": 151350, + "n_ref": 150513 + }, + "8": { + "Dice": 0.9467420136085803, + "FN": 2186, + "FP": 2432, + "IoU": 0.8988700070077085, + "TN": 74381034, + "TP": 41046, + "n_pred": 43478, + "n_ref": 43232 + }, + "9": { + "Dice": 0.9023155781776472, + "FN": 2306, + "FP": 4507, + "IoU": 0.8220172940776928, + "TN": 74388419, + "TP": 31466, + "n_pred": 35973, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9789483823324807, + "FN": 3196, + "FP": 2705, + "IoU": 0.9587648316632427, + "TN": 106503582, + "TP": 137205, + "n_pred": 139910, + "n_ref": 140401 + }, + "10": { + "Dice": 0.8903259546821414, + "FN": 10817, + "FP": 10993, + "IoU": 0.8023310614849188, + "TN": 106536352, + "TP": 88526, + "n_pred": 99519, + "n_ref": 99343 + }, + "11": { + "Dice": 0.6714687675858187, + "FN": 1668, + "FP": 1251, + "IoU": 0.505421890884446, + "TN": 106640786, + "TP": 2983, + "n_pred": 4234, + "n_ref": 4651 + }, + "12": { + "Dice": 0.8627242052921328, + "FN": 612, + "FP": 934, + "IoU": 0.7585883822610868, + "TN": 106640284, + "TP": 4858, + "n_pred": 5792, + "n_ref": 5470 + }, + "13": { + "Dice": 0.744513832146609, + "FN": 15430, + "FP": 2080, + "IoU": 0.5930083908607025, + "TN": 106603665, + "TP": 25513, + "n_pred": 27593, + "n_ref": 40943 + }, + "14": { + "Dice": 0.9586116687534537, + "FN": 1732, + "FP": 4185, + "IoU": 0.9205131649650725, + "TN": 106572248, + "TP": 68523, + "n_pred": 72708, + "n_ref": 70255 + }, + "15": { + "Dice": 0.8342354017380699, + "FN": 4674, + "FP": 4024, + "IoU": 0.715612228216446, + "TN": 106616103, + "TP": 21887, + "n_pred": 25911, + "n_ref": 26561 + }, + "2": { + "Dice": 0.9718347838040754, + "FN": 2866, + "FP": 7788, + "IoU": 0.9452126647502584, + "TN": 106452227, + "TP": 183807, + "n_pred": 191595, + "n_ref": 186673 + }, + "3": { + "Dice": 0.9742371824426747, + "FN": 3635, + "FP": 4132, + "IoU": 0.9497684706125827, + "TN": 106492064, + "TP": 146857, + "n_pred": 150989, + "n_ref": 150492 + }, + "4": { + "Dice": 0.8751007252215954, + "FN": 309, + "FP": 2481, + "IoU": 0.7779369627507163, + "TN": 106634124, + "TP": 9774, + "n_pred": 12255, + "n_ref": 10083 + }, + "5": { + "Dice": 0.7670566431136338, + "FN": 1131, + "FP": 880, + "IoU": 0.6221345358887637, + "TN": 106641366, + "TP": 3311, + "n_pred": 4191, + "n_ref": 4442 + }, + "6": { + "Dice": 0.9803560982325261, + "FN": 29955, + "FP": 19844, + "IoU": 0.9614690938014288, + "TN": 105354245, + "TP": 1242644, + "n_pred": 1262488, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.9686656860063718, + "FN": 9231, + "FP": 11964, + "IoU": 0.9392353894009546, + "TN": 106297883, + "TP": 327610, + "n_pred": 339574, + "n_ref": 336841 + }, + "8": { + "Dice": 0.9648574775478329, + "FN": 1843, + "FP": 3197, + "IoU": 0.9321010939268201, + "TN": 106572460, + "TP": 69188, + "n_pred": 72385, + "n_ref": 71031 + }, + "9": { + "Dice": 0.9218255170733736, + "FN": 7511, + "FP": 5646, + "IoU": 0.8549873250303097, + "TN": 106555958, + "TP": 77573, + "n_pred": 83219, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.970712811085516, + "FN": 4516, + "FP": 4549, + "IoU": 0.9430922890522496, + "TN": 107967635, + "TP": 150228, + "n_pred": 154777, + "n_ref": 154744 + }, + "10": { + "Dice": 0.8926594576920382, + "FN": 4699, + "FP": 13685, + "IoU": 0.8061291207052917, + "TN": 108032102, + "TP": 76442, + "n_pred": 90127, + "n_ref": 81141 + }, + "11": { + "Dice": 0.8233134465351079, + "FN": 346, + "FP": 809, + "IoU": 0.6996879875195008, + "TN": 108123082, + "TP": 2691, + "n_pred": 3500, + "n_ref": 3037 + }, + "12": { + "Dice": 0.8127681049709816, + "FN": 753, + "FP": 731, + "IoU": 0.6845908607863974, + "TN": 108122223, + "TP": 3221, + "n_pred": 3952, + "n_ref": 3974 + }, + "13": { + "Dice": 0.8470145195497308, + "FN": 15119, + "FP": 7387, + "IoU": 0.7346272211675647, + "TN": 108042119, + "TP": 62303, + "n_pred": 69690, + "n_ref": 77422 + }, + "14": { + "Dice": 0.8419093721814384, + "FN": 3022, + "FP": 10825, + "IoU": 0.7269805591703142, + "TN": 108076210, + "TP": 36871, + "n_pred": 47696, + "n_ref": 39893 + }, + "15": { + "Dice": 0.7172966260297693, + "FN": 6726, + "FP": 9437, + "IoU": 0.5592069379295298, + "TN": 108090260, + "TP": 20505, + "n_pred": 29942, + "n_ref": 27231 + }, + "2": { + "Dice": 0.9407508934633072, + "FN": 6794, + "FP": 16333, + "IoU": 0.8881299853432721, + "TN": 107920197, + "TP": 183604, + "n_pred": 199937, + "n_ref": 190398 + }, + "3": { + "Dice": 0.9687125813200865, + "FN": 9713, + "FP": 2594, + "IoU": 0.9393235714637874, + "TN": 107924098, + "TP": 190523, + "n_pred": 193117, + "n_ref": 200236 + }, + "4": { + "Dice": 0.9577686638135996, + "FN": 1082, + "FP": 1760, + "IoU": 0.9189597650346459, + "TN": 108091859, + "TP": 32227, + "n_pred": 33987, + "n_ref": 33309 + }, + "5": { + "Dice": 0.8802557167445292, + "FN": 297, + "FP": 677, + "IoU": 0.7861220904699165, + "TN": 108122374, + "TP": 3580, + "n_pred": 4257, + "n_ref": 3877 + }, + "6": { + "Dice": 0.9791748374418963, + "FN": 37578, + "FP": 23751, + "IoU": 0.9591993549494457, + "TN": 106623790, + "TP": 1441809, + "n_pred": 1465560, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.9644603175836902, + "FN": 8211, + "FP": 10079, + "IoU": 0.9313600762582422, + "TN": 107860465, + "TP": 248173, + "n_pred": 258252, + "n_ref": 256384 + }, + "8": { + "Dice": 0.8549342952847204, + "FN": 1696, + "FP": 12379, + "IoU": 0.7466246624662466, + "TN": 108071378, + "TP": 41475, + "n_pred": 53854, + "n_ref": 43171 + }, + "9": { + "Dice": 0.9197189439495771, + "FN": 4537, + "FP": 5449, + "IoU": 0.8513700567073987, + "TN": 108059741, + "TP": 57201, + "n_pred": 62650, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9263144032411746, + "FN": 4916, + "FP": 14108, + "IoU": 0.8627426930541626, + "TN": 62431559, + "TP": 119577, + "n_pred": 133685, + "n_ref": 124493 + }, + "10": { + "Dice": 0.9062687385427196, + "FN": 6248, + "FP": 4694, + "IoU": 0.8286027568922306, + "TN": 62506320, + "TP": 52898, + "n_pred": 57592, + "n_ref": 59146 + }, + "11": { + "Dice": 0.7042034250129735, + "FN": 695, + "FP": 445, + "IoU": 0.5434521425710853, + "TN": 62567663, + "TP": 1357, + "n_pred": 1802, + "n_ref": 2052 + }, + "12": { + "Dice": 0.7799508139126361, + "FN": 937, + "FP": 942, + "IoU": 0.6392781723939336, + "TN": 62564951, + "TP": 3330, + "n_pred": 4272, + "n_ref": 4267 + }, + "13": { + "Dice": 0.8768046080812272, + "FN": 5785, + "FP": 4310, + "IoU": 0.7806340859210327, + "TN": 62524141, + "TP": 35924, + "n_pred": 40234, + "n_ref": 41709 + }, + "14": { + "Dice": 0.9626471421985643, + "FN": 18244, + "FP": 7846, + "IoU": 0.9279842774413303, + "TN": 62207878, + "TP": 336192, + "n_pred": 344038, + "n_ref": 354436 + }, + "15": { + "Dice": 0.9001952793343522, + "FN": 6519, + "FP": 12289, + "IoU": 0.8185046512525572, + "TN": 62466532, + "TP": 84820, + "n_pred": 97109, + "n_ref": 91339 + }, + "2": { + "Dice": 0.9581560034234932, + "FN": 3564, + "FP": 10712, + "IoU": 0.9196732011433458, + "TN": 62392436, + "TP": 163448, + "n_pred": 174160, + "n_ref": 167012 + }, + "3": { + "Dice": 0.9739453938775562, + "FN": 5918, + "FP": 4475, + "IoU": 0.9492139970582918, + "TN": 62365517, + "TP": 194250, + "n_pred": 198725, + "n_ref": 200168 + }, + "4": { + "Dice": 0.9258969864633708, + "FN": 1558, + "FP": 1951, + "IoU": 0.8620187959576895, + "TN": 62544729, + "TP": 21922, + "n_pred": 23873, + "n_ref": 23480 + }, + "5": { + "Dice": 0.6892473903204613, + "FN": 3454, + "FP": 803, + "IoU": 0.525840944531076, + "TN": 62561182, + "TP": 4721, + "n_pred": 5524, + "n_ref": 8175 + }, + "6": { + "Dice": 0.9715975040621538, + "FN": 63410, + "FP": 18099, + "IoU": 0.9447638525771086, + "TN": 61094514, + "TP": 1394137, + "n_pred": 1412236, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.896521146658918, + "FN": 8446, + "FP": 32864, + "IoU": 0.812449775493619, + "TN": 62349899, + "TP": 178951, + "n_pred": 211815, + "n_ref": 187397 + }, + "8": { + "Dice": 0.8595160707836764, + "FN": 2294, + "FP": 19879, + "IoU": 0.7536415452818239, + "TN": 62480157, + "TP": 67830, + "n_pred": 87709, + "n_ref": 70124 + }, + "9": { + "Dice": 0.8586739461004342, + "FN": 2727, + "FP": 12701, + "IoU": 0.7523476250862803, + "TN": 62507863, + "TP": 46869, + "n_pred": 59570, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9105949004702181, + "FN": 8915, + "FP": 44456, + "IoU": 0.8358643638287141, + "TN": 55056084, + "TP": 271793, + "n_pred": 316249, + "n_ref": 280708 + }, + "10": { + "Dice": 0.8766362305270501, + "FN": 6819, + "FP": 12812, + "IoU": 0.7803671921325561, + "TN": 55291867, + "TP": 69750, + "n_pred": 82562, + "n_ref": 76569 + }, + "11": { + "Dice": 0.7775962660443407, + "FN": 995, + "FP": 911, + "IoU": 0.6361206567392135, + "TN": 55376010, + "TP": 3332, + "n_pred": 4243, + "n_ref": 4327 + }, + "12": { + "Dice": 0.8242846262648242, + "FN": 940, + "FP": 675, + "IoU": 0.7010919859337406, + "TN": 55375845, + "TP": 3788, + "n_pred": 4463, + "n_ref": 4728 + }, + "13": { + "Dice": 0.8060787270109803, + "FN": 7557, + "FP": 15208, + "IoU": 0.6751523280868734, + "TN": 55311169, + "TP": 47314, + "n_pred": 62522, + "n_ref": 54871 + }, + "14": { + "Dice": 0.9339342675320965, + "FN": 6911, + "FP": 5578, + "IoU": 0.8760569250922948, + "TN": 55280484, + "TP": 88275, + "n_pred": 93853, + "n_ref": 95186 + }, + "15": { + "Dice": 0.8656332663210242, + "FN": 6048, + "FP": 19350, + "IoU": 0.7630982473486367, + "TN": 55274039, + "TP": 81811, + "n_pred": 101161, + "n_ref": 87859 + }, + "2": { + "Dice": 0.9664969721590981, + "FN": 5043, + "FP": 8152, + "IoU": 0.9351660770440252, + "TN": 55177728, + "TP": 190325, + "n_pred": 198477, + "n_ref": 195368 + }, + "3": { + "Dice": 0.9684159928395218, + "FN": 8612, + "FP": 2821, + "IoU": 0.938766000749826, + "TN": 55194538, + "TP": 175277, + "n_pred": 178098, + "n_ref": 183889 + }, + "4": { + "Dice": 0.8807708902631958, + "FN": 1285, + "FP": 373, + "IoU": 0.7869442302749936, + "TN": 55373466, + "TP": 6124, + "n_pred": 6497, + "n_ref": 7409 + }, + "5": { + "Dice": 0.8495829738280126, + "FN": 1209, + "FP": 360, + "IoU": 0.7385, + "TN": 55375248, + "TP": 4431, + "n_pred": 4791, + "n_ref": 5640 + }, + "6": { + "Dice": 0.9661004370974551, + "FN": 79816, + "FP": 19766, + "IoU": 0.9344238761309152, + "TN": 53862677, + "TP": 1418989, + "n_pred": 1438755, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.9359422315397158, + "FN": 16542, + "FP": 5183, + "IoU": 0.8795971978984238, + "TN": 55200812, + "TP": 158711, + "n_pred": 163894, + "n_ref": 175253 + }, + "8": { + "Dice": 0.9563610011237961, + "FN": 1523, + "FP": 2632, + "IoU": 0.9163714676757105, + "TN": 55331564, + "TP": 45529, + "n_pred": 48161, + "n_ref": 47052 + }, + "9": { + "Dice": 0.9024563175633019, + "FN": 4458, + "FP": 5585, + "IoU": 0.8222509336117945, + "TN": 55324747, + "TP": 46458, + "n_pred": 52043, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9822128742437226, + "FN": 5044, + "FP": 5231, + "IoU": 0.9650474538218186, + "TN": 110852645, + "TP": 283695, + "n_pred": 288926, + "n_ref": 288739 + }, + "10": { + "Dice": 0.8892836725535878, + "FN": 9941, + "FP": 8070, + "IoU": 0.8006397768529178, + "TN": 111056271, + "TP": 72333, + "n_pred": 80403, + "n_ref": 82274 + }, + "11": { + "Dice": 0.8221617610685135, + "FN": 310, + "FP": 1128, + "IoU": 0.6980260394792104, + "TN": 111141853, + "TP": 3324, + "n_pred": 4452, + "n_ref": 3634 + }, + "12": { + "Dice": 0.7848227658512231, + "FN": 746, + "FP": 547, + "IoU": 0.6458504519309778, + "TN": 111142964, + "TP": 2358, + "n_pred": 2905, + "n_ref": 3104 + }, + "13": { + "Dice": 0.8680775587535776, + "FN": 8758, + "FP": 7605, + "IoU": 0.7669055114745225, + "TN": 111076416, + "TP": 53836, + "n_pred": 61441, + "n_ref": 62594 + }, + "14": { + "Dice": 0.845479377219339, + "FN": 10163, + "FP": 1151, + "IoU": 0.7323207230226891, + "TN": 111104348, + "TP": 30953, + "n_pred": 32104, + "n_ref": 41116 + }, + "15": { + "Dice": 0.7732684424556189, + "FN": 1690, + "FP": 12193, + "IoU": 0.630348536890593, + "TN": 111109058, + "TP": 23674, + "n_pred": 35867, + "n_ref": 25364 + }, + "2": { + "Dice": 0.971110211353146, + "FN": 5984, + "FP": 2935, + "IoU": 0.9438427925602246, + "TN": 110987793, + "TP": 149903, + "n_pred": 152838, + "n_ref": 155887 + }, + "3": { + "Dice": 0.9762627842913499, + "FN": 5875, + "FP": 5732, + "IoU": 0.9536263499178962, + "TN": 110896322, + "TP": 238686, + "n_pred": 244418, + "n_ref": 244561 + }, + "4": { + "Dice": 0.9372150306587705, + "FN": 955, + "FP": 1441, + "IoU": 0.8818482173677203, + "TN": 111126336, + "TP": 17883, + "n_pred": 19324, + "n_ref": 18838 + }, + "5": { + "Dice": 0.8156102671555788, + "FN": 96, + "FP": 2016, + "IoU": 0.6886333480760726, + "TN": 111139832, + "TP": 4671, + "n_pred": 6687, + "n_ref": 4767 + }, + "6": { + "Dice": 0.9809253677212743, + "FN": 27366, + "FP": 33959, + "IoU": 0.9625647981520775, + "TN": 109508451, + "TP": 1576839, + "n_pred": 1610798, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.5841148988990761, + "FN": 220352, + "FP": 5133, + "IoU": 0.41254399699869476, + "TN": 110762782, + "TP": 158348, + "n_pred": 163481, + "n_ref": 378700 + }, + "8": { + "Dice": 0.9052324354736621, + "FN": 3320, + "FP": 12850, + "IoU": 0.8268718080493367, + "TN": 111053216, + "TP": 77229, + "n_pred": 90079, + "n_ref": 80549 + }, + "9": { + "Dice": 0.9212483858647218, + "FN": 5201, + "FP": 3459, + "IoU": 0.8539949083674743, + "TN": 111087302, + "TP": 50653, + "n_pred": 54112, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9717628848790709, + "FN": 6941, + "FP": 4406, + "IoU": 0.9450766468051327, + "TN": 96914428, + "TP": 195250, + "n_pred": 199656, + "n_ref": 202191 + }, + "10": { + "Dice": 0.9198283680071468, + "FN": 6445, + "FP": 5401, + "IoU": 0.8515576050725546, + "TN": 97041223, + "TP": 67956, + "n_pred": 73357, + "n_ref": 74401 + }, + "11": { + "Dice": 0.8252440165797567, + "FN": 826, + "FP": 481, + "IoU": 0.7024812201229228, + "TN": 97116632, + "TP": 3086, + "n_pred": 3567, + "n_ref": 3912 + }, + "12": { + "Dice": 0.7875348261273346, + "FN": 1467, + "FP": 592, + "IoU": 0.6495319148936171, + "TN": 97115150, + "TP": 3816, + "n_pred": 4408, + "n_ref": 5283 + }, + "13": { + "Dice": 0.8732971295577967, + "FN": 9158, + "FP": 3091, + "IoU": 0.7750908890602622, + "TN": 97066563, + "TP": 42213, + "n_pred": 45304, + "n_ref": 51371 + }, + "14": { + "Dice": 0.9259091909677569, + "FN": 13430, + "FP": 5755, + "IoU": 0.8620399534020796, + "TN": 96981963, + "TP": 119877, + "n_pred": 125632, + "n_ref": 133307 + }, + "15": { + "Dice": 0.9246428327295099, + "FN": 866, + "FP": 10158, + "IoU": 0.8598471846116684, + "TN": 97042368, + "TP": 67633, + "n_pred": 77791, + "n_ref": 68499 + }, + "2": { + "Dice": 0.9655972282322327, + "FN": 3382, + "FP": 8305, + "IoU": 0.9334828314333036, + "TN": 96945326, + "TP": 164012, + "n_pred": 172317, + "n_ref": 167394 + }, + "3": { + "Dice": 0.9633663500128373, + "FN": 5968, + "FP": 10298, + "IoU": 0.9293218969158172, + "TN": 96890883, + "TP": 213876, + "n_pred": 224174, + "n_ref": 219844 + }, + "4": { + "Dice": 0.9220986582257206, + "FN": 774, + "FP": 2007, + "IoU": 0.8554573804573805, + "TN": 97101785, + "TP": 16459, + "n_pred": 18466, + "n_ref": 17233 + }, + "5": { + "Dice": 0.853743823641201, + "FN": 1227, + "FP": 2621, + "IoU": 0.7448106638371245, + "TN": 97105946, + "TP": 11231, + "n_pred": 13852, + "n_ref": 12458 + }, + "6": { + "Dice": 0.9809885907452913, + "FN": 40343, + "FP": 19631, + "IoU": 0.9626865625211923, + "TN": 95513722, + "TP": 1547329, + "n_pred": 1566960, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.955580252780354, + "FN": 15081, + "FP": 13896, + "IoU": 0.9149388982008507, + "TN": 96780364, + "TP": 311684, + "n_pred": 325580, + "n_ref": 326765 + }, + "8": { + "Dice": 0.9629066555376696, + "FN": 3203, + "FP": 4263, + "IoU": 0.9284667196826705, + "TN": 97016654, + "TP": 96905, + "n_pred": 101168, + "n_ref": 100108 + }, + "9": { + "Dice": 0.9493767436028713, + "FN": 4583, + "FP": 5107, + "IoU": 0.9036319516270188, + "TN": 97020473, + "TP": 90862, + "n_pred": 95969, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9769568685040068, + "FN": 4209, + "FP": 4892, + "IoU": 0.95495178886095, + "TN": 78854377, + "TP": 192927, + "n_pred": 197819, + "n_ref": 197136 + }, + "10": { + "Dice": 0.8681564131853786, + "FN": 7891, + "FP": 17963, + "IoU": 0.7670286100473079, + "TN": 78945430, + "TP": 85121, + "n_pred": 103084, + "n_ref": 93012 + }, + "11": { + "Dice": 0.7650015708451147, + "FN": 574, + "FP": 922, + "IoU": 0.6194352582040193, + "TN": 79052474, + "TP": 2435, + "n_pred": 3357, + "n_ref": 3009 + }, + "12": { + "Dice": 0.6271907435766547, + "FN": 1161, + "FP": 1030, + "IoU": 0.45686663361427865, + "TN": 79052371, + "TP": 1843, + "n_pred": 2873, + "n_ref": 3004 + }, + "13": { + "Dice": 0.8388535989178328, + "FN": 12454, + "FP": 7917, + "IoU": 0.7224356878133856, + "TN": 78983013, + "TP": 53021, + "n_pred": 60938, + "n_ref": 65475 + }, + "14": { + "Dice": 0.5348799451590208, + "FN": 23053, + "FP": 2730, + "IoU": 0.3650758471237195, + "TN": 79015797, + "TP": 14825, + "n_pred": 17555, + "n_ref": 37878 + }, + "15": { + "Dice": 0.7323533969934313, + "FN": 7816, + "FP": 14635, + "IoU": 0.5777267854120037, + "TN": 79003238, + "TP": 30716, + "n_pred": 45351, + "n_ref": 38532 + }, + "2": { + "Dice": 0.9530564824682471, + "FN": 3643, + "FP": 7105, + "IoU": 0.910322731368688, + "TN": 78936553, + "TP": 109104, + "n_pred": 116209, + "n_ref": 112747 + }, + "3": { + "Dice": 0.9556635771374841, + "FN": 7549, + "FP": 3013, + "IoU": 0.9150916852234451, + "TN": 78932012, + "TP": 113831, + "n_pred": 116844, + "n_ref": 121380 + }, + "4": { + "Dice": 0.8570658618087744, + "FN": 531, + "FP": 2121, + "IoU": 0.7498821088371216, + "TN": 79045802, + "TP": 7951, + "n_pred": 10072, + "n_ref": 8482 + }, + "5": { + "Dice": 0.8734967838165377, + "FN": 273, + "FP": 1084, + "IoU": 0.7754054948692486, + "TN": 79050363, + "TP": 4685, + "n_pred": 5769, + "n_ref": 4958 + }, + "6": { + "Dice": 0.9801133704970729, + "FN": 25242, + "FP": 27245, + "IoU": 0.9610022743162748, + "TN": 77710506, + "TP": 1293412, + "n_pred": 1320657, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.9683203394325113, + "FN": 17524, + "FP": 12342, + "IoU": 0.9385862457537198, + "TN": 78570097, + "TP": 456442, + "n_pred": 468784, + "n_ref": 473966 + }, + "8": { + "Dice": 0.9526004360012457, + "FN": 939, + "FP": 2105, + "IoU": 0.9094909609895337, + "TN": 79022773, + "TP": 30588, + "n_pred": 32693, + "n_ref": 31527 + }, + "9": { + "Dice": 0.9362790265783816, + "FN": 5751, + "FP": 3170, + "IoU": 0.8801923154402976, + "TN": 78981944, + "TP": 65540, + "n_pred": 68710, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9750111941583716, + "FN": 6961, + "FP": 4647, + "IoU": 0.9512408219500311, + "TN": 122473872, + "TP": 226460, + "n_pred": 231107, + "n_ref": 233421 + }, + "10": { + "Dice": 0.8933984705676492, + "FN": 15941, + "FP": 6600, + "IoU": 0.8073352935143082, + "TN": 122594944, + "TP": 94455, + "n_pred": 101055, + "n_ref": 110396 + }, + "11": { + "Dice": 0.8476628723661903, + "FN": 682, + "FP": 576, + "IoU": 0.735603194619588, + "TN": 122707182, + "TP": 3500, + "n_pred": 4076, + "n_ref": 4182 + }, + "12": { + "Dice": 0.5465204646618174, + "FN": 3773, + "FP": 404, + "IoU": 0.3760083657006274, + "TN": 122705246, + "TP": 2517, + "n_pred": 2921, + "n_ref": 6290 + }, + "13": { + "Dice": 0.6092480460617885, + "FN": 28193, + "FP": 4654, + "IoU": 0.43807096178191396, + "TN": 122653486, + "TP": 25607, + "n_pred": 30261, + "n_ref": 53800 + }, + "14": { + "Dice": 0.9233874143498464, + "FN": 13901, + "FP": 1663, + "IoU": 0.8576784505934637, + "TN": 122602582, + "TP": 93794, + "n_pred": 95457, + "n_ref": 107695 + }, + "15": { + "Dice": 0.9255915199697142, + "FN": 2190, + "FP": 5672, + "IoU": 0.8614894029351139, + "TN": 122655179, + "TP": 48899, + "n_pred": 54571, + "n_ref": 51089 + }, + "2": { + "Dice": 0.9418317699350804, + "FN": 2600, + "FP": 13994, + "IoU": 0.8900586345115447, + "TN": 122561005, + "TP": 134341, + "n_pred": 148335, + "n_ref": 136941 + }, + "3": { + "Dice": 0.9318334869793199, + "FN": 3357, + "FP": 17495, + "IoU": 0.8723672532517215, + "TN": 122548565, + "TP": 142523, + "n_pred": 160018, + "n_ref": 145880 + }, + "4": { + "Dice": 0.9549558006727685, + "FN": 4439, + "FP": 1319, + "IoU": 0.9137946522142707, + "TN": 122645146, + "TP": 61036, + "n_pred": 62355, + "n_ref": 65475 + }, + "5": { + "Dice": 0.7703773331542904, + "FN": 5735, + "FP": 1105, + "IoU": 0.6265152342470242, + "TN": 122693626, + "TP": 11474, + "n_pred": 12579, + "n_ref": 17209 + }, + "6": { + "Dice": 0.9814691749460603, + "FN": 46365, + "FP": 16487, + "IoU": 0.9636126377364018, + "TN": 120984637, + "TP": 1664451, + "n_pred": 1680938, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.8272425611348384, + "FN": 72986, + "FP": 133025, + "IoU": 0.7053824889274064, + "TN": 122012691, + "TP": 493238, + "n_pred": 626263, + "n_ref": 566224 + }, + "8": { + "Dice": 0.9046442080539662, + "FN": 3954, + "FP": 23978, + "IoU": 0.8258907422644426, + "TN": 122551512, + "TP": 132496, + "n_pred": 156474, + "n_ref": 136450 + }, + "9": { + "Dice": 0.9096123150177204, + "FN": 7502, + "FP": 5862, + "IoU": 0.8342100039698293, + "TN": 122631332, + "TP": 67244, + "n_pred": 73106, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/loop_003/summary_cross_val.json b/nnActive_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/loop_003/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..57377b20b9ce1399d827432f329daa3477d9d034 --- /dev/null +++ b/nnActive_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/loop_003/summary_cross_val.json @@ -0,0 +1,24396 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": 0.7024406823115257, + "FN": 3861.0866666666666, + "FP": 3360.9844444444448, + "IoU": 0.6185375838162783, + "TN": 1007527.92, + "TP": 24959.875555555554, + "n_pred": 28320.859999999993, + "n_ref": 28820.96222222222 + }, + "mean": { + "1": { + "Dice": 0.798703795366648, + "FN": 2118.0666666666666, + "FP": 2133.133333333333, + "IoU": 0.7217793885256459, + "TN": 1008885.8333333334, + "TP": 26572.833333333332, + "n_pred": 28705.966666666667, + "n_ref": 28690.9 + }, + "10": { + "Dice": 0.6309335842325248, + "FN": 1836.2, + "FP": 3050.9666666666667, + "IoU": 0.5232748484145223, + "TN": 1026814.3333333334, + "TP": 8008.366666666667, + "n_pred": 11059.333333333334, + "n_ref": 9844.566666666668 + }, + "11": { + "Dice": 0.5999651262610893, + "FN": 326.43333333333334, + "FP": 547.8333333333334, + "IoU": 0.482199357581333, + "TN": 1037792.7, + "TP": 1042.9, + "n_pred": 1590.7333333333333, + "n_ref": 1369.3333333333333 + }, + "12": { + "Dice": 0.6619341505198886, + "FN": 196.6, + "FP": 193.5, + "IoU": 0.5581787486710899, + "TN": 1038475.9, + "TP": 843.8666666666667, + "n_pred": 1037.3666666666666, + "n_ref": 1040.4666666666667 + }, + "13": { + "Dice": 0.590752585471678, + "FN": 2587.766666666667, + "FP": 2672.233333333333, + "IoU": 0.47973960641848096, + "TN": 1027281.8666666667, + "TP": 7168.0, + "n_pred": 9840.233333333334, + "n_ref": 9755.766666666666 + }, + "14": { + "Dice": 0.6112206768472042, + "FN": 1873.1666666666667, + "FP": 5909.8, + "IoU": 0.5712384704481498, + "TN": 1001620.3666666667, + "TP": 30306.533333333333, + "n_pred": 36216.333333333336, + "n_ref": 32179.7 + }, + "15": { + "Dice": 0.4532213725506411, + "FN": 988.8666666666667, + "FP": 8516.833333333334, + "IoU": 0.3812761811496219, + "TN": 1024756.7333333333, + "TP": 5447.433333333333, + "n_pred": 13964.266666666666, + "n_ref": 6436.3 + }, + "2": { + "Dice": 0.7744505890235647, + "FN": 4934.466666666666, + "FP": 1503.5333333333333, + "IoU": 0.7144419642139953, + "TN": 1003883.8333333334, + "TP": 29388.033333333333, + "n_pred": 30891.566666666666, + "n_ref": 34322.5 + }, + "3": { + "Dice": 0.720341971715246, + "FN": 1457.0666666666666, + "FP": 6321.633333333333, + "IoU": 0.6365683598207083, + "TN": 1012843.4666666667, + "TP": 19087.7, + "n_pred": 25409.333333333332, + "n_ref": 20544.766666666666 + }, + "4": { + "Dice": 0.5833364414240497, + "FN": 1380.7, + "FP": 2032.2333333333333, + "IoU": 0.5019826329797196, + "TN": 1029249.7333333333, + "TP": 7047.2, + "n_pred": 9079.433333333332, + "n_ref": 8427.9 + }, + "5": { + "Dice": 0.7559200265092778, + "FN": 1184.8333333333333, + "FP": 606.3, + "IoU": 0.6432701875431004, + "TN": 1033846.0, + "TP": 4072.733333333333, + "n_pred": 4679.033333333334, + "n_ref": 5257.566666666667 + }, + "6": { + "Dice": 0.9270770359151497, + "FN": 28813.666666666668, + "FP": 5706.433333333333, + "IoU": 0.8694410834310572, + "TN": 837867.6666666666, + "TP": 167322.1, + "n_pred": 173028.53333333333, + "n_ref": 196135.76666666666 + }, + "7": { + "Dice": 0.7663001868886511, + "FN": 7761.333333333333, + "FP": 7779.3, + "IoU": 0.668579967006015, + "TN": 986277.9333333333, + "TP": 37891.3, + "n_pred": 45670.6, + "n_ref": 45652.63333333333 + }, + "8": { + "Dice": 0.8736404037823289, + "FN": 701.2, + "FP": 1184.4666666666667, + "IoU": 0.8251796351819464, + "TN": 1018769.9, + "TP": 19054.3, + "n_pred": 20238.766666666666, + "n_ref": 19755.5 + }, + "9": { + "Dice": 0.7888122881649421, + "FN": 1755.9333333333334, + "FP": 2256.5666666666666, + "IoU": 0.7009133258587902, + "TN": 1024552.5333333333, + "TP": 11144.833333333334, + "n_pred": 13401.4, + "n_ref": 12900.766666666666 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9899502242746561, + "FN": 1869, + "FP": 1317, + "IoU": 0.9801004347174337, + "TN": 1592216, + "TP": 156918, + "n_pred": 158235, + "n_ref": 158787 + }, + "10": { + "Dice": 0.0, + "FN": 2124, + "FP": 26539, + "IoU": 0.0, + "TN": 1723657, + "TP": 0, + "n_pred": 26539, + "n_ref": 2124 + }, + "11": { + "Dice": 0.4505928853754941, + "FN": 660, + "FP": 3093, + "IoU": 0.29081632653061223, + "TN": 1747028, + "TP": 1539, + "n_pred": 4632, + "n_ref": 2199 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 245, + "IoU": 0.0, + "TN": 1752075, + "TP": 0, + "n_pred": 245, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 484, + "FP": 13205, + "IoU": 0.0, + "TN": 1738631, + "TP": 0, + "n_pred": 13205, + "n_ref": 484 + }, + "14": { + "Dice": 0.9750140981408215, + "FN": 5327, + "FP": 300, + "IoU": 0.9512463501910464, + "TN": 1636903, + "TP": 109790, + "n_pred": 110090, + "n_ref": 115117 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7294862695856308, + "FN": 255, + "FP": 4700, + "IoU": 0.5741663801993813, + "TN": 1740684, + "TP": 6681, + "n_pred": 11381, + "n_ref": 6936 + }, + "3": { + "Dice": 0.0, + "FN": 656, + "FP": 35, + "IoU": 0.0, + "TN": 1751629, + "TP": 0, + "n_pred": 35, + "n_ref": 656 + }, + "4": { + "Dice": 0.0, + "FN": 454, + "FP": 0, + "IoU": 0.0, + "TN": 1751866, + "TP": 0, + "n_pred": 0, + "n_ref": 454 + }, + "5": { + "Dice": 0.8481067294486954, + "FN": 2644, + "FP": 1227, + "IoU": 0.7362719716582641, + "TN": 1737642, + "TP": 10807, + "n_pred": 12034, + "n_ref": 13451 + }, + "6": { + "Dice": 0.8922017340334595, + "FN": 76580, + "FP": 11696, + "IoU": 0.8053828584530455, + "TN": 1298732, + "TP": 365312, + "n_pred": 377008, + "n_ref": 441892 + }, + "7": { + "Dice": 0.810399697934085, + "FN": 1226, + "FP": 2289, + "IoU": 0.6812369638160878, + "TN": 1741293, + "TP": 7512, + "n_pred": 9801, + "n_ref": 8738 + }, + "8": { + "Dice": 0.9257911533987533, + "FN": 2700, + "FP": 2276, + "IoU": 0.8618353463834514, + "TN": 1716305, + "TP": 31039, + "n_pred": 33315, + "n_ref": 33739 + }, + "9": { + "Dice": 0.437786351579455, + "FN": 29903, + "FP": 16727, + "IoU": 0.2802346222119318, + "TN": 1687535, + "TP": 18155, + "n_pred": 34882, + "n_ref": 48058 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0006.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0006.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 6, + "FP": 0, + "IoU": 0.0, + "TN": 700922, + "TP": 0, + "n_pred": 0, + "n_ref": 6 + }, + "10": { + "Dice": 0.4587657018022938, + "FN": 104, + "FP": 2869, + "IoU": 0.297661233167966, + "TN": 696695, + "TP": 1260, + "n_pred": 4129, + "n_ref": 1364 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.544488017429194, + "FN": 2816, + "FP": 2411, + "IoU": 0.3740869356963238, + "TN": 692577, + "TP": 3124, + "n_pred": 5535, + "n_ref": 5940 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9438834280448472, + "FN": 2282, + "FP": 3564, + "IoU": 0.8937303448401229, + "TN": 645917, + "TP": 49165, + "n_pred": 52729, + "n_ref": 51447 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9560591434434228, + "FN": 11813, + "FP": 4847, + "IoU": 0.9158173448608662, + "TN": 503025, + "TP": 181243, + "n_pred": 186090, + "n_ref": 193056 + }, + "7": { + "Dice": 0.690442068129203, + "FN": 3057, + "FP": 8175, + "IoU": 0.5272329320649887, + "TN": 677170, + "TP": 12526, + "n_pred": 20701, + "n_ref": 15583 + }, + "8": { + "Dice": 0.0, + "FN": 202, + "FP": 0, + "IoU": 0.0, + "TN": 700726, + "TP": 0, + "n_pred": 0, + "n_ref": 202 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0030.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0030.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7791164658634538, + "FN": 248, + "FP": 82, + "IoU": 0.6381578947368421, + "TN": 875248, + "TP": 582, + "n_pred": 664, + "n_ref": 830 + }, + "10": { + "Dice": 0.6997049356223176, + "FN": 313, + "FP": 4165, + "IoU": 0.5381124290871583, + "TN": 866465, + "TP": 5217, + "n_pred": 9382, + "n_ref": 5530 + }, + "11": { + "Dice": 0.7361963190184049, + "FN": 1263, + "FP": 844, + "IoU": 0.5825242718446602, + "TN": 871113, + "TP": 2940, + "n_pred": 3784, + "n_ref": 4203 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8225699444974838, + "FN": 7558, + "FP": 3407, + "IoU": 0.6986146995767137, + "TN": 839778, + "TP": 25417, + "n_pred": 28824, + "n_ref": 32975 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9666828962926897, + "FN": 1021, + "FP": 416, + "IoU": 0.9355142703284868, + "TN": 853876, + "TP": 20847, + "n_pred": 21263, + "n_ref": 21868 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.2932454695222405, + "FN": 409, + "FP": 20, + "IoU": 0.1718146718146718, + "TN": 875642, + "TP": 89, + "n_pred": 109, + "n_ref": 498 + }, + "5": { + "Dice": 0.7574520717377861, + "FN": 1841, + "FP": 6003, + "IoU": 0.6095958590483774, + "TN": 856068, + "TP": 12248, + "n_pred": 18251, + "n_ref": 14089 + }, + "6": { + "Dice": 0.9641704508851597, + "FN": 4223, + "FP": 1450, + "IoU": 0.9308196041608234, + "TN": 794157, + "TP": 76330, + "n_pred": 77780, + "n_ref": 80553 + }, + "7": { + "Dice": 0.7718868678792724, + "FN": 3684, + "FP": 5446, + "IoU": 0.6285144647434593, + "TN": 851583, + "TP": 15447, + "n_pred": 20893, + "n_ref": 19131 + }, + "8": { + "Dice": 0.9380852854157053, + "FN": 2796, + "FP": 1766, + "IoU": 0.8833904197126936, + "TN": 837038, + "TP": 34560, + "n_pred": 36326, + "n_ref": 37356 + }, + "9": { + "Dice": 0.8859516616314199, + "FN": 348, + "FP": 1162, + "IoU": 0.7952542372881356, + "TN": 868785, + "TP": 5865, + "n_pred": 7027, + "n_ref": 6213 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0038.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0038.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9250582879982236, + "FN": 521, + "FP": 154, + "IoU": 0.8605659987605867, + "TN": 345623, + "TP": 4166, + "n_pred": 4320, + "n_ref": 4687 + }, + "7": { + "Dice": 0.9724535886728919, + "FN": 7015, + "FP": 413, + "IoU": 0.9463841029009463, + "TN": 211923, + "TP": 131113, + "n_pred": 131526, + "n_ref": 138128 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0043.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0043.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9750579277719995, + "FN": 3317, + "FP": 2894, + "IoU": 0.9513297914021972, + "TN": 1099010, + "TP": 121403, + "n_pred": 124297, + "n_ref": 124720 + }, + "10": { + "Dice": 0.0, + "FN": 30, + "FP": 0, + "IoU": 0.0, + "TN": 1226594, + "TP": 0, + "n_pred": 0, + "n_ref": 30 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6743075453677173, + "FN": 321, + "FP": 361, + "IoU": 0.5086455331412104, + "TN": 1225236, + "TP": 706, + "n_pred": 1067, + "n_ref": 1027 + }, + "13": { + "Dice": 0.9127331337784941, + "FN": 209, + "FP": 170, + "IoU": 0.8394747988140618, + "TN": 1224263, + "TP": 1982, + "n_pred": 2152, + "n_ref": 2191 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9364788853860232, + "FN": 10661, + "FP": 2597, + "IoU": 0.8805456445741882, + "TN": 1115636, + "TP": 97730, + "n_pred": 100327, + "n_ref": 108391 + }, + "3": { + "Dice": 0.784517297843431, + "FN": 538, + "FP": 5647, + "IoU": 0.6454368264159597, + "TN": 1209180, + "TP": 11259, + "n_pred": 16906, + "n_ref": 11797 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7236552689462108, + "FN": 5661, + "FP": 2631, + "IoU": 0.5669747767507441, + "TN": 1207475, + "TP": 10857, + "n_pred": 13488, + "n_ref": 16518 + }, + "6": { + "Dice": 0.9774866922421604, + "FN": 6434, + "FP": 1864, + "IoU": 0.9559647633198897, + "TN": 1038184, + "TP": 180142, + "n_pred": 182006, + "n_ref": 186576 + }, + "7": { + "Dice": 0.9539666540553186, + "FN": 8220, + "FP": 7719, + "IoU": 0.9119849360000883, + "TN": 1045530, + "TP": 165155, + "n_pred": 172874, + "n_ref": 173375 + }, + "8": { + "Dice": 0.8554415304700368, + "FN": 746, + "FP": 7241, + "IoU": 0.7473987159619216, + "TN": 1195005, + "TP": 23632, + "n_pred": 30873, + "n_ref": 24378 + }, + "9": { + "Dice": 0.802865636726936, + "FN": 2256, + "FP": 1789, + "IoU": 0.6706562449112522, + "TN": 1214342, + "TP": 8237, + "n_pred": 10026, + "n_ref": 10493 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0048.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0048.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.910673791215952, + "FN": 10803, + "FP": 2905, + "IoU": 0.8359973200612557, + "TN": 266880, + "TP": 69876, + "n_pred": 72781, + "n_ref": 80679 + }, + "15": { + "Dice": 0.5902439024390244, + "FN": 1261, + "FP": 13019, + "IoU": 0.4186851211072664, + "TN": 325899, + "TP": 10285, + "n_pred": 23304, + "n_ref": 11546 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 2066, + "IoU": 0.0, + "TN": 348398, + "TP": 0, + "n_pred": 2066, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0076.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0076.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9646544608883882, + "FN": 2087, + "FP": 4722, + "IoU": 0.9317222361494109, + "TN": 601203, + "TP": 92916, + "n_pred": 97638, + "n_ref": 95003 + }, + "10": { + "Dice": 0.7701132075471698, + "FN": 1967, + "FP": 1079, + "IoU": 0.6261659302896416, + "TN": 692780, + "TP": 5102, + "n_pred": 6181, + "n_ref": 7069 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5455088033422859, + "FN": 2589, + "FP": 457, + "IoU": 0.3750512925728354, + "TN": 696054, + "TP": 1828, + "n_pred": 2285, + "n_ref": 4417 + }, + "14": { + "Dice": 0.9613749281141877, + "FN": 5792, + "FP": 2402, + "IoU": 0.9256226853532786, + "TN": 590760, + "TP": 101974, + "n_pred": 104376, + "n_ref": 107766 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.91721044045677, + "FN": 233, + "FP": 173, + "IoU": 0.8470809792843691, + "TN": 698273, + "TP": 2249, + "n_pred": 2422, + "n_ref": 2482 + }, + "4": { + "Dice": 0.9140895098271371, + "FN": 1550, + "FP": 2078, + "IoU": 0.841772427929696, + "TN": 677999, + "TP": 19301, + "n_pred": 21379, + "n_ref": 20851 + }, + "5": { + "Dice": 0.8720746084814358, + "FN": 478, + "FP": 976, + "IoU": 0.7731669266770671, + "TN": 694518, + "TP": 4956, + "n_pred": 5932, + "n_ref": 5434 + }, + "6": { + "Dice": 0.9490362626592617, + "FN": 5145, + "FP": 783, + "IoU": 0.9030152315822194, + "TN": 639805, + "TP": 55195, + "n_pred": 55978, + "n_ref": 60340 + }, + "7": { + "Dice": 0.8747786043216437, + "FN": 907, + "FP": 3335, + "IoU": 0.7774279867779003, + "TN": 681869, + "TP": 14817, + "n_pred": 18152, + "n_ref": 15724 + }, + "8": { + "Dice": 0.9595918194281514, + "FN": 1739, + "FP": 1120, + "IoU": 0.9223224474270499, + "TN": 664122, + "TP": 33947, + "n_pred": 35067, + "n_ref": 35686 + }, + "9": { + "Dice": 0.2955051179350245, + "FN": 53, + "FP": 1530, + "IoU": 0.1733681462140992, + "TN": 699013, + "TP": 332, + "n_pred": 1862, + "n_ref": 385 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0084.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0084.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8591269841269841, + "FN": 116, + "FP": 26, + "IoU": 0.7530434782608696, + "TN": 875585, + "TP": 433, + "n_pred": 459, + "n_ref": 549 + }, + "10": { + "Dice": 0.8687686691005643, + "FN": 381, + "FP": 1596, + "IoU": 0.7679849782889332, + "TN": 867639, + "TP": 6544, + "n_pred": 8140, + "n_ref": 6925 + }, + "11": { + "Dice": 0.7528644620400559, + "FN": 1579, + "FP": 1074, + "IoU": 0.60367493277562, + "TN": 869466, + "TP": 4041, + "n_pred": 5115, + "n_ref": 5620 + }, + "12": { + "Dice": 0.8709885057471264, + "FN": 606, + "FP": 797, + "IoU": 0.7714611500244339, + "TN": 870021, + "TP": 4736, + "n_pred": 5533, + "n_ref": 5342 + }, + "13": { + "Dice": 0.0, + "FN": 4, + "FP": 0, + "IoU": 0.0, + "TN": 876156, + "TP": 0, + "n_pred": 0, + "n_ref": 4 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9621470009091243, + "FN": 6142, + "FP": 3143, + "IoU": 0.9270551819495946, + "TN": 748872, + "TP": 118003, + "n_pred": 121146, + "n_ref": 124145 + }, + "3": { + "Dice": 0.9355213814355069, + "FN": 1307, + "FP": 3129, + "IoU": 0.8788540841685556, + "TN": 839543, + "TP": 32181, + "n_pred": 35310, + "n_ref": 33488 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8545934898559394, + "FN": 1048, + "FP": 1869, + "IoU": 0.7461049699712768, + "TN": 864671, + "TP": 8572, + "n_pred": 10441, + "n_ref": 9620 + }, + "6": { + "Dice": 0.9822731588227316, + "FN": 804, + "FP": 1810, + "IoU": 0.9651638524994336, + "TN": 801123, + "TP": 72423, + "n_pred": 74233, + "n_ref": 73227 + }, + "7": { + "Dice": 0.9018597356038539, + "FN": 1487, + "FP": 265, + "IoU": 0.8212609671495613, + "TN": 866358, + "TP": 8050, + "n_pred": 8315, + "n_ref": 9537 + }, + "8": { + "Dice": 0.9555591634318775, + "FN": 303, + "FP": 2708, + "IoU": 0.9149002317562602, + "TN": 840778, + "TP": 32371, + "n_pred": 35079, + "n_ref": 32674 + }, + "9": { + "Dice": 0.9669588177050864, + "FN": 320, + "FP": 581, + "IoU": 0.9360312389066383, + "TN": 862075, + "TP": 13184, + "n_pred": 13765, + "n_ref": 13504 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0102.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0102.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.8574850299401198, + "FN": 212, + "FP": 1097, + "IoU": 0.750524109014675, + "TN": 520449, + "TP": 3938, + "n_pred": 5035, + "n_ref": 4150 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9710288738011564, + "FN": 13209, + "FP": 484, + "IoU": 0.943689136728517, + "TN": 282528, + "TP": 229475, + "n_pred": 229959, + "n_ref": 242684 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9753473503012419, + "FN": 238, + "FP": 564, + "IoU": 0.9518809623807524, + "TN": 509029, + "TP": 15865, + "n_pred": 16429, + "n_ref": 16103 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9802550593333005, + "FN": 1481, + "FP": 925, + "IoU": 0.9612747464992757, + "TN": 463566, + "TP": 59724, + "n_pred": 60649, + "n_ref": 61205 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9548759963164078, + "FN": 948, + "FP": 473, + "IoU": 0.9136485172581429, + "TN": 509240, + "TP": 15035, + "n_pred": 15508, + "n_ref": 15983 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0119.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0119.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7064784846394652, + "FN": 609, + "FP": 10455, + "IoU": 0.5461667828869109, + "TN": 501317, + "TP": 13315, + "n_pred": 23770, + "n_ref": 13924 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7456295496434755, + "FN": 10723, + "FP": 2940, + "IoU": 0.5944253146521017, + "TN": 492008, + "TP": 20025, + "n_pred": 22965, + "n_ref": 30748 + }, + "14": { + "Dice": 0.2628321805606116, + "FN": 0, + "FP": 2025, + "IoU": 0.15129924559932942, + "TN": 523310, + "TP": 361, + "n_pred": 2386, + "n_ref": 361 + }, + "15": { + "Dice": 0.9098554169353507, + "FN": 7583, + "FP": 9332, + "IoU": 0.8346190322549106, + "TN": 423417, + "TP": 85364, + "n_pred": 94696, + "n_ref": 92947 + }, + "2": { + "Dice": 0.8912655971479501, + "FN": 22, + "FP": 39, + "IoU": 0.8038585209003215, + "TN": 525385, + "TP": 250, + "n_pred": 289, + "n_ref": 272 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.7828722209159548, + "FN": 8127, + "FP": 184, + "IoU": 0.6432128445093157, + "TN": 502402, + "TP": 14983, + "n_pred": 15167, + "n_ref": 23110 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9342291899962673, + "FN": 619, + "FP": 1143, + "IoU": 0.8765760717287756, + "TN": 511420, + "TP": 12514, + "n_pred": 13657, + "n_ref": 13133 + }, + "7": { + "Dice": 0.8089229732880794, + "FN": 2155, + "FP": 5220, + "IoU": 0.6791525276255111, + "TN": 502710, + "TP": 15611, + "n_pred": 20831, + "n_ref": 17766 + }, + "8": { + "Dice": 0.9564245810055866, + "FN": 184, + "FP": 752, + "IoU": 0.9164882226980728, + "TN": 514488, + "TP": 10272, + "n_pred": 11024, + "n_ref": 10456 + }, + "9": { + "Dice": 0.9284792286820684, + "FN": 2313, + "FP": 402, + "IoU": 0.86650604779231, + "TN": 505358, + "TP": 17623, + "n_pred": 18025, + "n_ref": 19936 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0133.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0133.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.40605389442598744, + "FN": 1455, + "FP": 154, + "IoU": 0.2547475683186661, + "TN": 523537, + "TP": 550, + "n_pred": 704, + "n_ref": 2005 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9748367029548989, + "FN": 1967, + "FP": 1269, + "IoU": 0.9509087047543918, + "TN": 459778, + "TP": 62682, + "n_pred": 63951, + "n_ref": 64649 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.5952380952380952, + "FN": 68, + "FP": 0, + "IoU": 0.423728813559322, + "TN": 525578, + "TP": 50, + "n_pred": 50, + "n_ref": 118 + }, + "6": { + "Dice": 0.9773312201009117, + "FN": 1250, + "FP": 1868, + "IoU": 0.9556674060171757, + "TN": 455364, + "TP": 67214, + "n_pred": 69082, + "n_ref": 68464 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9693734777426543, + "FN": 1363, + "FP": 1592, + "IoU": 0.9405671761866452, + "TN": 475976, + "TP": 46765, + "n_pred": 48357, + "n_ref": 48128 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0134.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0134.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7120291616038882, + "FN": 214, + "FP": 1445, + "IoU": 0.5528301886792453, + "TN": 697218, + "TP": 2051, + "n_pred": 3496, + "n_ref": 2265 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.3420025261224021, + "FN": 3914, + "FP": 19008, + "IoU": 0.20627445548668583, + "TN": 672049, + "TP": 5957, + "n_pred": 24965, + "n_ref": 9871 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 9560, + "IoU": 0.0, + "TN": 691368, + "TP": 0, + "n_pred": 9560, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 35264, + "IoU": 0.0, + "TN": 665664, + "TP": 0, + "n_pred": 35264, + "n_ref": 0 + }, + "2": { + "Dice": 0.8165185803619314, + "FN": 31403, + "FP": 1782, + "IoU": 0.689929361638511, + "TN": 593904, + "TP": 73839, + "n_pred": 75621, + "n_ref": 105242 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 29352, + "IoU": 0.0, + "TN": 671576, + "TP": 0, + "n_pred": 29352, + "n_ref": 0 + }, + "4": { + "Dice": 0.9099888969715533, + "FN": 1238, + "FP": 1113, + "IoU": 0.8348436951176678, + "TN": 686693, + "TP": 11884, + "n_pred": 12997, + "n_ref": 13122 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8661538461538462, + "FN": 628, + "FP": 68, + "IoU": 0.7639077340569878, + "TN": 697980, + "TP": 2252, + "n_pred": 2320, + "n_ref": 2880 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 482, + "IoU": 0.0, + "TN": 700446, + "TP": 0, + "n_pred": 482, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.6984126984126984, + "FN": 38, + "FP": 0, + "IoU": 0.5365853658536586, + "TN": 700846, + "TP": 44, + "n_pred": 44, + "n_ref": 82 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0158.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0158.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8245199646501165, + "FN": 6869, + "FP": 4052, + "IoU": 0.7014325550877577, + "TN": 489118, + "TP": 25657, + "n_pred": 29709, + "n_ref": 32526 + }, + "15": { + "Dice": 0.8032654619275248, + "FN": 18573, + "FP": 4104, + "IoU": 0.6712144058458505, + "TN": 456724, + "TP": 46295, + "n_pred": 50399, + "n_ref": 64868 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.8760059123008704, + "FN": 83, + "FP": 672, + "IoU": 0.7793687901811805, + "TN": 522274, + "TP": 2667, + "n_pred": 3339, + "n_ref": 2750 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 69, + "IoU": 0.0, + "TN": 525627, + "TP": 0, + "n_pred": 69, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0160.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0160.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6743421744157527, + "FN": 14494, + "FP": 31979, + "IoU": 0.5086849422237258, + "TN": 2533891, + "TP": 48116, + "n_pred": 80095, + "n_ref": 62610 + }, + "10": { + "Dice": 0.40655249441548774, + "FN": 572, + "FP": 1022, + "IoU": 0.25514018691588786, + "TN": 2626340, + "TP": 546, + "n_pred": 1568, + "n_ref": 1118 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 2628479, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.000378000378000378, + "FN": 10578, + "FP": 0, + "IoU": 0.0001890359168241966, + "TN": 2617900, + "TP": 2, + "n_pred": 2, + "n_ref": 10580 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 68657, + "IoU": 0.0, + "TN": 2559823, + "TP": 0, + "n_pred": 68657, + "n_ref": 0 + }, + "15": { + "Dice": 0.09259631649297957, + "FN": 1802, + "FP": 151620, + "IoU": 0.048545736434108526, + "TN": 2467230, + "TP": 7828, + "n_pred": 159448, + "n_ref": 9630 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.5497427101200686, + "FN": 1, + "FP": 1049, + "IoU": 0.3790656416321703, + "TN": 2626789, + "TP": 641, + "n_pred": 1690, + "n_ref": 642 + }, + "4": { + "Dice": 0.7379097404229347, + "FN": 550, + "FP": 14050, + "IoU": 0.5846727164111171, + "TN": 2593327, + "TP": 20553, + "n_pred": 34603, + "n_ref": 21103 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9267845594697387, + "FN": 17193, + "FP": 31376, + "IoU": 0.8635587268590049, + "TN": 2272510, + "TP": 307401, + "n_pred": 338777, + "n_ref": 324594 + }, + "7": { + "Dice": 0.647655859693408, + "FN": 12740, + "FP": 14060, + "IoU": 0.47891349575158954, + "TN": 2577049, + "TP": 24631, + "n_pred": 38691, + "n_ref": 37371 + }, + "8": { + "Dice": 0.20302533260433753, + "FN": 72, + "FP": 4301, + "IoU": 0.1129817444219067, + "TN": 2623550, + "TP": 557, + "n_pred": 4858, + "n_ref": 629 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0171.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0171.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7268478125389505, + "FN": 37659, + "FP": 6171, + "IoU": 0.5709041069068481, + "TN": 3402495, + "TP": 58315, + "n_pred": 64486, + "n_ref": 95974 + }, + "10": { + "Dice": 0.7956338649112938, + "FN": 12894, + "FP": 13992, + "IoU": 0.6606245739819747, + "TN": 3425418, + "TP": 52336, + "n_pred": 66328, + "n_ref": 65230 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 5310, + "IoU": 0.0, + "TN": 3499330, + "TP": 0, + "n_pred": 5310, + "n_ref": 0 + }, + "12": { + "Dice": 0.33275734386571215, + "FN": 1124, + "FP": 1579, + "IoU": 0.19958543085578917, + "TN": 3501263, + "TP": 674, + "n_pred": 2253, + "n_ref": 1798 + }, + "13": { + "Dice": 0.6406743144406857, + "FN": 8486, + "FP": 10527, + "IoU": 0.47131774323610376, + "TN": 3468677, + "TP": 16950, + "n_pred": 27477, + "n_ref": 25436 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3504640, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3504640, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9487971448541385, + "FN": 11408, + "FP": 1705, + "IoU": 0.9025823514553586, + "TN": 3370034, + "TP": 121493, + "n_pred": 123198, + "n_ref": 132901 + }, + "3": { + "Dice": 0.9427894253145372, + "FN": 2277, + "FP": 8368, + "IoU": 0.8917707104802961, + "TN": 3406284, + "TP": 87711, + "n_pred": 96079, + "n_ref": 89988 + }, + "4": { + "Dice": 0.7043990055304683, + "FN": 3453, + "FP": 8199, + "IoU": 0.5436851380458194, + "TN": 3479105, + "TP": 13883, + "n_pred": 22082, + "n_ref": 17336 + }, + "5": { + "Dice": 0.11585623678646935, + "FN": 2078, + "FP": 13, + "IoU": 0.06149012567324955, + "TN": 3502412, + "TP": 137, + "n_pred": 150, + "n_ref": 2215 + }, + "6": { + "Dice": 0.8341588608619047, + "FN": 542002, + "FP": 48350, + "IoU": 0.715499593262421, + "TN": 1429592, + "TP": 1484696, + "n_pred": 1533046, + "n_ref": 2026698 + }, + "7": { + "Dice": 0.4944199290177186, + "FN": 22459, + "FP": 15006, + "IoU": 0.3283916535207228, + "TN": 3448856, + "TP": 18319, + "n_pred": 33325, + "n_ref": 40778 + }, + "8": { + "Dice": 0.9341317365269461, + "FN": 710, + "FP": 742, + "IoU": 0.8764044943820225, + "TN": 3492892, + "TP": 10296, + "n_pred": 11038, + "n_ref": 11006 + }, + "9": { + "Dice": 0.7564589462423108, + "FN": 3046, + "FP": 24272, + "IoU": 0.60831039229181, + "TN": 3434896, + "TP": 42426, + "n_pred": 66698, + "n_ref": 45472 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0173.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0173.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9563010995207217, + "FN": 148, + "FP": 7, + "IoU": 0.9162614802809292, + "TN": 699077, + "TP": 1696, + "n_pred": 1703, + "n_ref": 1844 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9822309561122029, + "FN": 1052, + "FP": 3234, + "IoU": 0.9650823652094569, + "TN": 578182, + "TP": 118460, + "n_pred": 121694, + "n_ref": 119512 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 4097, + "IoU": 0.0, + "TN": 696831, + "TP": 0, + "n_pred": 4097, + "n_ref": 0 + }, + "3": { + "Dice": 0.9576818906260695, + "FN": 5882, + "FP": 2774, + "IoU": 0.91880001125693, + "TN": 594327, + "TP": 97945, + "n_pred": 100719, + "n_ref": 103827 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.930821578259498, + "FN": 761, + "FP": 774, + "IoU": 0.8705951778789411, + "TN": 689066, + "TP": 10327, + "n_pred": 11101, + "n_ref": 11088 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0179.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0179.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.819672131147541, + "FN": 13, + "FP": 9, + "IoU": 0.6944444444444444, + "TN": 700856, + "TP": 50, + "n_pred": 59, + "n_ref": 63 + }, + "10": { + "Dice": 0.7823877386394192, + "FN": 3420, + "FP": 12766, + "IoU": 0.642559017732924, + "TN": 655645, + "TP": 29097, + "n_pred": 41863, + "n_ref": 32517 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7606357522480542, + "FN": 5341, + "FP": 4162, + "IoU": 0.6137305910088611, + "TN": 676326, + "TP": 15099, + "n_pred": 19261, + "n_ref": 20440 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8154897494305239, + "FN": 160, + "FP": 2, + "IoU": 0.6884615384615385, + "TN": 700408, + "TP": 358, + "n_pred": 360, + "n_ref": 518 + }, + "3": { + "Dice": 0.9245425501016555, + "FN": 927, + "FP": 1671, + "IoU": 0.859673760397537, + "TN": 682414, + "TP": 15916, + "n_pred": 17587, + "n_ref": 16843 + }, + "4": { + "Dice": 0.930136795733828, + "FN": 5089, + "FP": 2444, + "IoU": 0.8693978744430382, + "TN": 643249, + "TP": 50146, + "n_pred": 52590, + "n_ref": 55235 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9679606142484879, + "FN": 3372, + "FP": 3292, + "IoU": 0.9379105367608009, + "TN": 593599, + "TP": 100665, + "n_pred": 103957, + "n_ref": 104037 + }, + "7": { + "Dice": 0.8105903996055152, + "FN": 1353, + "FP": 8634, + "IoU": 0.6815065216698026, + "TN": 669571, + "TP": 21370, + "n_pred": 30004, + "n_ref": 22723 + }, + "8": { + "Dice": 0.9403704261406415, + "FN": 674, + "FP": 118, + "IoU": 0.887452039221259, + "TN": 693891, + "TP": 6245, + "n_pred": 6363, + "n_ref": 6919 + }, + "9": { + "Dice": 0.7844878626406158, + "FN": 1307, + "FP": 877, + "IoU": 0.6453969800292255, + "TN": 694769, + "TP": 3975, + "n_pred": 4852, + "n_ref": 5282 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0186.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0186.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7043452556902158, + "FN": 1164, + "FP": 3837, + "IoU": 0.5436210987406461, + "TN": 865202, + "TP": 5957, + "n_pred": 9794, + "n_ref": 7121 + }, + "11": { + "Dice": 0.8025199903077296, + "FN": 506, + "FP": 309, + "IoU": 0.6701740186159449, + "TN": 873689, + "TP": 1656, + "n_pred": 1965, + "n_ref": 2162 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.48510347964521267, + "FN": 3756, + "FP": 772, + "IoU": 0.32022218886053144, + "TN": 869499, + "TP": 2133, + "n_pred": 2905, + "n_ref": 5889 + }, + "14": { + "Dice": 0.9712589256007985, + "FN": 4721, + "FP": 3140, + "IoU": 0.9441237934122798, + "TN": 735474, + "TP": 132825, + "n_pred": 135965, + "n_ref": 137546 + }, + "15": { + "Dice": 0.7947566229718581, + "FN": 217, + "FP": 4261, + "IoU": 0.6594158807423183, + "TN": 863012, + "TP": 8670, + "n_pred": 12931, + "n_ref": 8887 + }, + "2": { + "Dice": 0.97303762966449, + "FN": 524, + "FP": 851, + "IoU": 0.9474910257389445, + "TN": 849974, + "TP": 24811, + "n_pred": 25662, + "n_ref": 25335 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.004037141703673799, + "FN": 1716, + "FP": 751, + "IoU": 0.0020226537216828477, + "TN": 873688, + "TP": 5, + "n_pred": 756, + "n_ref": 1721 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.89283980702745, + "FN": 83499, + "FP": 3041, + "IoU": 0.8064233276219193, + "TN": 429102, + "TP": 360518, + "n_pred": 363559, + "n_ref": 444017 + }, + "7": { + "Dice": 0.1787635412775495, + "FN": 10518, + "FP": 77420, + "IoU": 0.09815504209867808, + "TN": 778651, + "TP": 9571, + "n_pred": 86991, + "n_ref": 20089 + }, + "8": { + "Dice": 0.9128256513026052, + "FN": 171, + "FP": 3, + "IoU": 0.83963133640553, + "TN": 875075, + "TP": 911, + "n_pred": 914, + "n_ref": 1082 + }, + "9": { + "Dice": 0.9219810909836276, + "FN": 531, + "FP": 2514, + "IoU": 0.8552550268574417, + "TN": 855123, + "TP": 17992, + "n_pred": 20506, + "n_ref": 18523 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0193.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0193.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9030195865070729, + "FN": 800, + "FP": 626, + "IoU": 0.8231866088034718, + "TN": 868095, + "TP": 6639, + "n_pred": 7265, + "n_ref": 7439 + }, + "11": { + "Dice": 0.795673362653037, + "FN": 280, + "FP": 1439, + "IoU": 0.6606790367153573, + "TN": 871094, + "TP": 3347, + "n_pred": 4786, + "n_ref": 3627 + }, + "12": { + "Dice": 0.8923928743379875, + "FN": 520, + "FP": 374, + "IoU": 0.80569441425777, + "TN": 871559, + "TP": 3707, + "n_pred": 4081, + "n_ref": 4227 + }, + "13": { + "Dice": 0.24584026622296173, + "FN": 3539, + "FP": 87, + "IoU": 0.14014702395067583, + "TN": 871943, + "TP": 591, + "n_pred": 678, + "n_ref": 4130 + }, + "14": { + "Dice": 0.9728336190809178, + "FN": 5468, + "FP": 981, + "IoU": 0.9471042249362281, + "TN": 754241, + "TP": 115470, + "n_pred": 116451, + "n_ref": 120938 + }, + "15": { + "Dice": 0.8882746321890326, + "FN": 77, + "FP": 1176, + "IoU": 0.7990054539621431, + "TN": 869926, + "TP": 4981, + "n_pred": 6157, + "n_ref": 5058 + }, + "2": { + "Dice": 0.9773583469690628, + "FN": 1003, + "FP": 187, + "IoU": 0.9557192825779564, + "TN": 849286, + "TP": 25684, + "n_pred": 25871, + "n_ref": 26687 + }, + "3": { + "Dice": 0.9473094170403588, + "FN": 16, + "FP": 78, + "IoU": 0.8998935037273695, + "TN": 875221, + "TP": 845, + "n_pred": 923, + "n_ref": 861 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9864828807757158, + "FN": 2126, + "FP": 255, + "IoU": 0.9733263129593117, + "TN": 786896, + "TP": 86883, + "n_pred": 87138, + "n_ref": 89009 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9401232330554549, + "FN": 412, + "FP": 1240, + "IoU": 0.8870118322960125, + "TN": 861539, + "TP": 12969, + "n_pred": 14209, + "n_ref": 13381 + }, + "9": { + "Dice": 0.8700095328884652, + "FN": 1623, + "FP": 5195, + "IoU": 0.769926435850712, + "TN": 846526, + "TP": 22816, + "n_pred": 28011, + "n_ref": 24439 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0195.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0195.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8137606794398665, + "FN": 4705, + "FP": 2663, + "IoU": 0.6860004261666311, + "TN": 502231, + "TP": 16097, + "n_pred": 18760, + "n_ref": 20802 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8086535820674794, + "FN": 3697, + "FP": 5360, + "IoU": 0.6787728320624224, + "TN": 497501, + "TP": 19138, + "n_pred": 24498, + "n_ref": 22835 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.6936771025168815, + "FN": 348, + "FP": 151, + "IoU": 0.5310150375939849, + "TN": 524632, + "TP": 565, + "n_pred": 716, + "n_ref": 913 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7878172588832487, + "FN": 1870, + "FP": 429, + "IoU": 0.6499162479061976, + "TN": 519129, + "TP": 4268, + "n_pred": 4697, + "n_ref": 6138 + }, + "7": { + "Dice": 0.9596735616532839, + "FN": 15772, + "FP": 2353, + "IoU": 0.9224734912806738, + "TN": 291905, + "TP": 215666, + "n_pred": 218019, + "n_ref": 231438 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8924227514268844, + "FN": 1659, + "FP": 1074, + "IoU": 0.8057431231786196, + "TN": 511627, + "TP": 11336, + "n_pred": 12410, + "n_ref": 12995 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0212.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0212.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.821624278166851, + "FN": 5123, + "FP": 2136, + "IoU": 0.6972515327188555, + "TN": 676951, + "TP": 16718, + "n_pred": 18854, + "n_ref": 21841 + }, + "6": { + "Dice": 0.7521367521367521, + "FN": 47, + "FP": 11, + "IoU": 0.6027397260273972, + "TN": 700782, + "TP": 88, + "n_pred": 99, + "n_ref": 135 + }, + "7": { + "Dice": 0.9041673696642484, + "FN": 729, + "FP": 407, + "IoU": 0.8250962278675904, + "TN": 694433, + "TP": 5359, + "n_pred": 5766, + "n_ref": 6088 + }, + "8": { + "Dice": 0.975380514834818, + "FN": 3604, + "FP": 3416, + "IoU": 0.9519441401971522, + "TN": 554848, + "TP": 139060, + "n_pred": 142476, + "n_ref": 142664 + }, + "9": { + "Dice": 0.8206599713055954, + "FN": 302, + "FP": 73, + "IoU": 0.6958637469586375, + "TN": 699695, + "TP": 858, + "n_pred": 931, + "n_ref": 1160 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0217.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0217.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.909909382079525, + "FN": 5449, + "FP": 3777, + "IoU": 0.8347098554203917, + "TN": 469879, + "TP": 46591, + "n_pred": 50368, + "n_ref": 52040 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8771551724137931, + "FN": 1202, + "FP": 850, + "IoU": 0.781190019193858, + "TN": 516318, + "TP": 7326, + "n_pred": 8176, + "n_ref": 8528 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9400921658986175, + "FN": 19, + "FP": 20, + "IoU": 0.8869565217391304, + "TN": 525351, + "TP": 306, + "n_pred": 326, + "n_ref": 325 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6311793708276976, + "FN": 8181, + "FP": 272, + "IoU": 0.4611118194568405, + "TN": 510010, + "TP": 7233, + "n_pred": 7505, + "n_ref": 15414 + }, + "6": { + "Dice": 0.9781122591836316, + "FN": 1236, + "FP": 1969, + "IoU": 0.9571621422938636, + "TN": 450879, + "TP": 71612, + "n_pred": 73581, + "n_ref": 72848 + }, + "7": { + "Dice": 0.941599210266535, + "FN": 735, + "FP": 744, + "IoU": 0.8896433368154006, + "TN": 512294, + "TP": 11923, + "n_pred": 12667, + "n_ref": 12658 + }, + "8": { + "Dice": 0.9452909592221739, + "FN": 322, + "FP": 55, + "IoU": 0.8962575674188222, + "TN": 522062, + "TP": 3257, + "n_pred": 3312, + "n_ref": 3579 + }, + "9": { + "Dice": 0.9206996627186446, + "FN": 669, + "FP": 342, + "IoU": 0.8530523255813953, + "TN": 518816, + "TP": 5869, + "n_pred": 6211, + "n_ref": 6538 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0226.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0226.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6729129129129129, + "FN": 387, + "FP": 5059, + "IoU": 0.5070601013758146, + "TN": 865112, + "TP": 5602, + "n_pred": 10661, + "n_ref": 5989 + }, + "10": { + "Dice": 0.6481590864343375, + "FN": 10651, + "FP": 71, + "IoU": 0.47946402563355667, + "TN": 855562, + "TP": 9876, + "n_pred": 9947, + "n_ref": 20527 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8415038281339275, + "FN": 1020, + "FP": 367, + "IoU": 0.7263760110475439, + "TN": 871091, + "TP": 3682, + "n_pred": 4049, + "n_ref": 4702 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 84, + "FP": 0, + "IoU": 0.0, + "TN": 876076, + "TP": 0, + "n_pred": 0, + "n_ref": 84 + }, + "15": { + "Dice": 0.0, + "FN": 153, + "FP": 0, + "IoU": 0.0, + "TN": 876007, + "TP": 0, + "n_pred": 0, + "n_ref": 153 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 13693, + "IoU": 0.0, + "TN": 862467, + "TP": 0, + "n_pred": 13693, + "n_ref": 0 + }, + "3": { + "Dice": 0.8523025185774467, + "FN": 22102, + "FP": 2405, + "IoU": 0.7426194902170831, + "TN": 780943, + "TP": 70710, + "n_pred": 73115, + "n_ref": 92812 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8536877321138087, + "FN": 1479, + "FP": 3288, + "IoU": 0.7447252864945915, + "TN": 857486, + "TP": 13907, + "n_pred": 17195, + "n_ref": 15386 + }, + "7": { + "Dice": 0.9958378634978485, + "FN": 795, + "FP": 564, + "IoU": 0.9917102301493866, + "TN": 712223, + "TP": 162578, + "n_pred": 163142, + "n_ref": 163373 + }, + "8": { + "Dice": 0.9502308876346844, + "FN": 329, + "FP": 59, + "IoU": 0.9051808406647116, + "TN": 872068, + "TP": 3704, + "n_pred": 3763, + "n_ref": 4033 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0263.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0263.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9645156962704589, + "FN": 194, + "FP": 864, + "IoU": 0.9314633672345664, + "TN": 685491, + "TP": 14379, + "n_pred": 15243, + "n_ref": 14573 + }, + "10": { + "Dice": 0.8337057829617921, + "FN": 1227, + "FP": 1824, + "IoU": 0.7148331619777549, + "TN": 690229, + "TP": 7648, + "n_pred": 9472, + "n_ref": 8875 + }, + "11": { + "Dice": 0.7916776402422966, + "FN": 633, + "FP": 949, + "IoU": 0.6551874455100262, + "TN": 696340, + "TP": 3006, + "n_pred": 3955, + "n_ref": 3639 + }, + "12": { + "Dice": 0.8342015448176756, + "FN": 640, + "FP": 1206, + "IoU": 0.715562403697997, + "TN": 694438, + "TP": 4644, + "n_pred": 5850, + "n_ref": 5284 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8927038626609443, + "FN": 42, + "FP": 508, + "IoU": 0.8062015503875969, + "TN": 698090, + "TP": 2288, + "n_pred": 2796, + "n_ref": 2330 + }, + "3": { + "Dice": 0.9541891301180242, + "FN": 1260, + "FP": 1884, + "IoU": 0.9123916738651879, + "TN": 665041, + "TP": 32743, + "n_pred": 34627, + "n_ref": 34003 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9771519389112072, + "FN": 2611, + "FP": 2320, + "IoU": 0.9553246235526482, + "TN": 590554, + "TP": 105443, + "n_pred": 107763, + "n_ref": 108054 + }, + "7": { + "Dice": 0.9556171484107844, + "FN": 917, + "FP": 316, + "IoU": 0.9150065485627628, + "TN": 686421, + "TP": 13274, + "n_pred": 13590, + "n_ref": 14191 + }, + "8": { + "Dice": 0.9449179493703092, + "FN": 118, + "FP": 315, + "IoU": 0.8955871714492404, + "TN": 696781, + "TP": 3714, + "n_pred": 4029, + "n_ref": 3832 + }, + "9": { + "Dice": 0.8993981083404987, + "FN": 846, + "FP": 558, + "IoU": 0.8171875, + "TN": 693248, + "TP": 6276, + "n_pred": 6834, + "n_ref": 7122 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0279.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0279.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9669093759196291, + "FN": 2075, + "FP": 9282, + "IoU": 0.9359385840717949, + "TN": 2100733, + "TP": 165926, + "n_pred": 175208, + "n_ref": 168001 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.5379202501954652, + "FN": 1697, + "FP": 76, + "IoU": 0.3679144385026738, + "TN": 2275211, + "TP": 1032, + "n_pred": 1108, + "n_ref": 2729 + }, + "12": { + "Dice": 0.8493215618889614, + "FN": 1667, + "FP": 876, + "IoU": 0.7381050463439753, + "TN": 2268306, + "TP": 7167, + "n_pred": 8043, + "n_ref": 8834 + }, + "13": { + "Dice": 0.9448035325739153, + "FN": 2998, + "FP": 452, + "IoU": 0.8953816296206447, + "TN": 2245039, + "TP": 29527, + "n_pred": 29979, + "n_ref": 32525 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.6394607904096301, + "FN": 71665, + "FP": 816, + "IoU": 0.4700054110180026, + "TN": 2141258, + "TP": 64277, + "n_pred": 65093, + "n_ref": 135942 + }, + "3": { + "Dice": 0.8014746930320471, + "FN": 4777, + "FP": 65280, + "IoU": 0.6687173715669213, + "TN": 2066544, + "TP": 141415, + "n_pred": 206695, + "n_ref": 146192 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.898993535010295, + "FN": 5518, + "FP": 1497, + "IoU": 0.8165197604163942, + "TN": 2239783, + "TP": 31218, + "n_pred": 32715, + "n_ref": 36736 + }, + "6": { + "Dice": 0.959376482574644, + "FN": 32742, + "FP": 9044, + "IoU": 0.921924660080979, + "TN": 1742815, + "TP": 493415, + "n_pred": 502459, + "n_ref": 526157 + }, + "7": { + "Dice": 0.8889024508083752, + "FN": 4187, + "FP": 17658, + "IoU": 0.8000219705777346, + "TN": 2168779, + "TP": 87392, + "n_pred": 105050, + "n_ref": 91579 + }, + "8": { + "Dice": 0.9731678621579567, + "FN": 1515, + "FP": 606, + "IoU": 0.9477380248373743, + "TN": 2237432, + "TP": 38463, + "n_pred": 39069, + "n_ref": 39978 + }, + "9": { + "Dice": 0.9682621960249993, + "FN": 2044, + "FP": 2242, + "IoU": 0.9384769970573459, + "TN": 2208351, + "TP": 65379, + "n_pred": 67621, + "n_ref": 67423 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0294.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0294.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8267126590260006, + "FN": 7456, + "FP": 1888, + "IoU": 0.7046122719944362, + "TN": 1019759, + "TP": 22289, + "n_pred": 24177, + "n_ref": 29745 + }, + "11": { + "Dice": 0.8144872604758897, + "FN": 951, + "FP": 811, + "IoU": 0.6870337477797513, + "TN": 1045762, + "TP": 3868, + "n_pred": 4679, + "n_ref": 4819 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9046079495239906, + "FN": 2819, + "FP": 5708, + "IoU": 0.8258303035254708, + "TN": 1002434, + "TP": 40431, + "n_pred": 46139, + "n_ref": 43250 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9796066440361743, + "FN": 1060, + "FP": 514, + "IoU": 0.9600284422774138, + "TN": 1012014, + "TP": 37804, + "n_pred": 38318, + "n_ref": 38864 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 27346, + "IoU": 0.0, + "TN": 1024046, + "TP": 0, + "n_pred": 27346, + "n_ref": 0 + }, + "5": { + "Dice": 0.9314616019818331, + "FN": 180, + "FP": 235, + "IoU": 0.8717156105100463, + "TN": 1048157, + "TP": 2820, + "n_pred": 3055, + "n_ref": 3000 + }, + "6": { + "Dice": 0.9673451288491417, + "FN": 4433, + "FP": 5214, + "IoU": 0.9367554987379946, + "TN": 898857, + "TP": 142888, + "n_pred": 148102, + "n_ref": 147321 + }, + "7": { + "Dice": 0.7696453553216043, + "FN": 34695, + "FP": 1036, + "IoU": 0.6255475676468739, + "TN": 955970, + "TP": 59691, + "n_pred": 60727, + "n_ref": 94386 + }, + "8": { + "Dice": 0.9731129529288775, + "FN": 1623, + "FP": 2312, + "IoU": 0.9476338762908549, + "TN": 976248, + "TP": 71209, + "n_pred": 73521, + "n_ref": 72832 + }, + "9": { + "Dice": 0.943693795065218, + "FN": 3566, + "FP": 2689, + "IoU": 0.8933903736023998, + "TN": 992720, + "TP": 52417, + "n_pred": 55106, + "n_ref": 55983 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0297.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0297.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9900431736356982, + "FN": 1077, + "FP": 1589, + "IoU": 0.9802826693094496, + "TN": 3544661, + "TP": 132545, + "n_pred": 134134, + "n_ref": 133622 + }, + "10": { + "Dice": 0.9023728813559322, + "FN": 822, + "FP": 906, + "IoU": 0.8221124150710315, + "TN": 3670158, + "TP": 7986, + "n_pred": 8892, + "n_ref": 8808 + }, + "11": { + "Dice": 0.8540755467196819, + "FN": 557, + "FP": 1278, + "IoU": 0.7453157529493407, + "TN": 3672667, + "TP": 5370, + "n_pred": 6648, + "n_ref": 5927 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3679872, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7368135593220339, + "FN": 3314, + "FP": 6391, + "IoU": 0.5832975525976815, + "TN": 3656582, + "TP": 13585, + "n_pred": 19976, + "n_ref": 16899 + }, + "14": { + "Dice": 0.11410146173688736, + "FN": 2870, + "FP": 79554, + "IoU": 0.06050243924679707, + "TN": 3592140, + "TP": 5308, + "n_pred": 84862, + "n_ref": 8178 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 36729, + "IoU": 0.0, + "TN": 3643143, + "TP": 0, + "n_pred": 36729, + "n_ref": 0 + }, + "2": { + "Dice": 0.968212406064256, + "FN": 5501, + "FP": 1783, + "IoU": 0.9383834538764116, + "TN": 3561657, + "TP": 110931, + "n_pred": 112714, + "n_ref": 116432 + }, + "3": { + "Dice": 0.5467625899280576, + "FN": 90, + "FP": 1863, + "IoU": 0.37623762376237624, + "TN": 3676741, + "TP": 1178, + "n_pred": 3041, + "n_ref": 1268 + }, + "4": { + "Dice": 0.7794750884159583, + "FN": 16553, + "FP": 1218, + "IoU": 0.6386392289235023, + "TN": 3630694, + "TP": 31407, + "n_pred": 32625, + "n_ref": 47960 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3679872, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9399289209510802, + "FN": 56502, + "FP": 34096, + "IoU": 0.8866659411125247, + "TN": 2880483, + "TP": 708791, + "n_pred": 742887, + "n_ref": 765293 + }, + "7": { + "Dice": 0.6213271659847003, + "FN": 99362, + "FP": 60277, + "IoU": 0.4506704931402203, + "TN": 3389265, + "TP": 130968, + "n_pred": 191245, + "n_ref": 230330 + }, + "8": { + "Dice": 0.9738914214670534, + "FN": 194, + "FP": 58, + "IoU": 0.9491114701130856, + "TN": 3674920, + "TP": 4700, + "n_pred": 4758, + "n_ref": 4894 + }, + "9": { + "Dice": 0.9264661197204497, + "FN": 304, + "FP": 664, + "IoU": 0.863005943956977, + "TN": 3672806, + "TP": 6098, + "n_pred": 6762, + "n_ref": 6402 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0362.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0362.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8982530890498509, + "FN": 1692, + "FP": 696, + "IoU": 0.8152989403666177, + "TN": 512767, + "TP": 10541, + "n_pred": 11237, + "n_ref": 12233 + }, + "6": { + "Dice": 0.9037304452466908, + "FN": 509, + "FP": 131, + "IoU": 0.8243688254665203, + "TN": 522052, + "TP": 3004, + "n_pred": 3135, + "n_ref": 3513 + }, + "7": { + "Dice": 0.7604762641100974, + "FN": 227, + "FP": 1322, + "IoU": 0.6135229540918163, + "TN": 521688, + "TP": 2459, + "n_pred": 3781, + "n_ref": 2686 + }, + "8": { + "Dice": 0.9586313664778852, + "FN": 463, + "FP": 1648, + "IoU": 0.9205494919081672, + "TN": 499126, + "TP": 24459, + "n_pred": 26107, + "n_ref": 24922 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0367.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0367.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.18181818181818182, + "FN": 36, + "FP": 0, + "IoU": 0.1, + "TN": 350424, + "TP": 4, + "n_pred": 4, + "n_ref": 40 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7442396313364056, + "FN": 1052, + "FP": 58, + "IoU": 0.5926605504587156, + "TN": 347739, + "TP": 1615, + "n_pred": 1673, + "n_ref": 2667 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.878471969089451, + "FN": 1033, + "FP": 634, + "IoU": 0.7832813312532502, + "TN": 342772, + "TP": 6025, + "n_pred": 6659, + "n_ref": 7058 + }, + "6": { + "Dice": 0.9248954826297681, + "FN": 3320, + "FP": 740, + "IoU": 0.8602842492859355, + "TN": 321405, + "TP": 24999, + "n_pred": 25739, + "n_ref": 28319 + }, + "7": { + "Dice": 0.8913013221990258, + "FN": 543, + "FP": 238, + "IoU": 0.8039166457444138, + "TN": 346481, + "TP": 3202, + "n_pred": 3440, + "n_ref": 3745 + }, + "8": { + "Dice": 0.9589376503291037, + "FN": 483, + "FP": 2368, + "IoU": 0.9211145236711767, + "TN": 314323, + "TP": 33290, + "n_pred": 35658, + "n_ref": 33773 + }, + "9": { + "Dice": 0.8896825051173729, + "FN": 602, + "FP": 4464, + "IoU": 0.801286577233859, + "TN": 324970, + "TP": 20428, + "n_pred": 24892, + "n_ref": 21030 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0371.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0371.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 1051390, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7532144944476914, + "FN": 2554, + "FP": 4202, + "IoU": 0.604125161139107, + "TN": 1034326, + "TP": 10310, + "n_pred": 14512, + "n_ref": 12864 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9567138330742133, + "FN": 4595, + "FP": 4203, + "IoU": 0.9170195708559302, + "TN": 945367, + "TP": 97227, + "n_pred": 101430, + "n_ref": 101822 + }, + "3": { + "Dice": 0.691085531134718, + "FN": 3646, + "FP": 65941, + "IoU": 0.5279837205358657, + "TN": 903967, + "TP": 77838, + "n_pred": 143779, + "n_ref": 81484 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.970671257832676, + "FN": 1210, + "FP": 255, + "IoU": 0.9430138478294694, + "TN": 1025684, + "TP": 24243, + "n_pred": 24498, + "n_ref": 25453 + }, + "7": { + "Dice": 0.7865168539325843, + "FN": 57, + "FP": 0, + "IoU": 0.6481481481481481, + "TN": 1051230, + "TP": 105, + "n_pred": 105, + "n_ref": 162 + }, + "8": { + "Dice": 0.9470588235294117, + "FN": 230, + "FP": 166, + "IoU": 0.8994413407821229, + "TN": 1047454, + "TP": 3542, + "n_pred": 3708, + "n_ref": 3772 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0383.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0383.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": 0.6967279320895311, + "FN": 2531.4244444444444, + "FP": 2887.0800000000004, + "IoU": 0.6135380550631978, + "TN": 732691.4488888889, + "TP": 15387.646666666666, + "n_pred": 18274.72666666667, + "n_ref": 17919.071111111112 + }, + "mean": { + "1": { + "Dice": 0.7534701020005444, + "FN": 298.9, + "FP": 1066.6666666666667, + "IoU": 0.6890379636091548, + "TN": 742409.2, + "TP": 9722.833333333334, + "n_pred": 10789.5, + "n_ref": 10021.733333333334 + }, + "10": { + "Dice": 0.7877444503490846, + "FN": 3855.4, + "FP": 3216.0, + "IoU": 0.6710389952914975, + "TN": 730673.2, + "TP": 15753.0, + "n_pred": 18969.0, + "n_ref": 19608.4 + }, + "11": { + "Dice": 0.5896654896027318, + "FN": 217.26666666666668, + "FP": 254.16666666666666, + "IoU": 0.48071935407521516, + "TN": 752290.9333333333, + "TP": 735.2333333333333, + "n_pred": 989.4, + "n_ref": 952.5 + }, + "12": { + "Dice": 0.5109892006202057, + "FN": 471.96666666666664, + "FP": 193.16666666666666, + "IoU": 0.39792418999284723, + "TN": 752093.8666666667, + "TP": 738.6, + "n_pred": 931.7666666666667, + "n_ref": 1210.5666666666666 + }, + "13": { + "Dice": 0.5790172722630216, + "FN": 3983.633333333333, + "FP": 3633.1, + "IoU": 0.4603345833269805, + "TN": 739970.2333333333, + "TP": 5910.633333333333, + "n_pred": 9543.733333333334, + "n_ref": 9894.266666666666 + }, + "14": { + "Dice": 0.5952865631905914, + "FN": 237.4, + "FP": 6240.533333333334, + "IoU": 0.5382303614465695, + "TN": 739616.8666666667, + "TP": 7402.8, + "n_pred": 13643.333333333334, + "n_ref": 7640.2 + }, + "15": { + "Dice": 0.6422712575747579, + "FN": 8651.266666666666, + "FP": 1479.8666666666666, + "IoU": 0.5449336535836503, + "TN": 727028.7666666667, + "TP": 16337.7, + "n_pred": 17817.566666666666, + "n_ref": 24988.966666666667 + }, + "2": { + "Dice": 0.7517335864306317, + "FN": 6616.633333333333, + "FP": 4575.7, + "IoU": 0.6940723340378114, + "TN": 721387.7, + "TP": 20917.566666666666, + "n_pred": 25493.266666666666, + "n_ref": 27534.2 + }, + "3": { + "Dice": 0.7023923016992641, + "FN": 1478.8666666666666, + "FP": 5597.666666666667, + "IoU": 0.6678542377470639, + "TN": 721841.0, + "TP": 24580.066666666666, + "n_pred": 30177.733333333334, + "n_ref": 26058.933333333334 + }, + "4": { + "Dice": 0.6503589352434498, + "FN": 932.7666666666667, + "FP": 1708.3666666666666, + "IoU": 0.5573114750885695, + "TN": 743268.8666666667, + "TP": 7587.6, + "n_pred": 9295.966666666667, + "n_ref": 8520.366666666667 + }, + "5": { + "Dice": 0.699220425415989, + "FN": 230.5, + "FP": 348.1333333333333, + "IoU": 0.5884512643227529, + "TN": 751814.6333333333, + "TP": 1104.3333333333333, + "n_pred": 1452.4666666666667, + "n_ref": 1334.8333333333333 + }, + "6": { + "Dice": 0.8883657946230895, + "FN": 2009.2, + "FP": 2891.366666666667, + "IoU": 0.8391937954865599, + "TN": 681458.7, + "TP": 67138.33333333333, + "n_pred": 70029.7, + "n_ref": 69147.53333333334 + }, + "7": { + "Dice": 0.5860573351254529, + "FN": 6399.066666666667, + "FP": 9478.6, + "IoU": 0.5179897078803524, + "TN": 703007.9333333333, + "TP": 34612.0, + "n_pred": 44090.6, + "n_ref": 41011.066666666666 + }, + "8": { + "Dice": 0.8316595108129027, + "FN": 1265.3333333333333, + "FP": 1247.4, + "IoU": 0.7597063402411994, + "TN": 742971.4666666667, + "TP": 8013.4, + "n_pred": 9260.8, + "n_ref": 9278.733333333334 + }, + "9": { + "Dice": 0.8826867563912526, + "FN": 1323.1666666666667, + "FP": 1375.4666666666667, + "IoU": 0.7962725698177431, + "TN": 740538.3666666667, + "TP": 10260.6, + "n_pred": 11636.066666666668, + "n_ref": 11583.766666666666 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8481675392670157, + "FN": 95, + "FP": 21, + "IoU": 0.7363636363636363, + "TN": 525256, + "TP": 324, + "n_pred": 345, + "n_ref": 419 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8166284593387375, + "FN": 647, + "FP": 7112, + "IoU": 0.6900862757629014, + "TN": 500660, + "TP": 17277, + "n_pred": 24389, + "n_ref": 17924 + }, + "15": { + "Dice": 0.7649838380132459, + "FN": 36920, + "FP": 233, + "IoU": 0.6194120057365294, + "TN": 428076, + "TP": 60467, + "n_pred": 60700, + "n_ref": 97387 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8488104374520338, + "FN": 294, + "FP": 297, + "IoU": 0.7373333333333333, + "TN": 523446, + "TP": 1659, + "n_pred": 1956, + "n_ref": 1953 + }, + "6": { + "Dice": 0.9499081352809013, + "FN": 3088, + "FP": 6209, + "IoU": 0.9045952713241934, + "TN": 428248, + "TP": 88151, + "n_pred": 94360, + "n_ref": 91239 + }, + "7": { + "Dice": 0.9624368162219767, + "FN": 2971, + "FP": 4713, + "IoU": 0.9275934528801485, + "TN": 419573, + "TP": 98439, + "n_pred": 103152, + "n_ref": 101410 + }, + "8": { + "Dice": 0.8921461387005032, + "FN": 128, + "FP": 365, + "IoU": 0.8052922590837283, + "TN": 523164, + "TP": 2039, + "n_pred": 2404, + "n_ref": 2167 + }, + "9": { + "Dice": 0.8501909854851031, + "FN": 4959, + "FP": 2885, + "IoU": 0.7394193076871969, + "TN": 495594, + "TP": 22258, + "n_pred": 25143, + "n_ref": 27217 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0014.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0014.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 16, + "IoU": 0.0, + "TN": 525680, + "TP": 0, + "n_pred": 16, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.40462890587764283, + "FN": 28777, + "FP": 2452, + "IoU": 0.25362682536268255, + "TN": 483855, + "TP": 10612, + "n_pred": 13064, + "n_ref": 39389 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.13655105806020232, + "FN": 302, + "FP": 69431, + "IoU": 0.07327866891703323, + "TN": 450449, + "TP": 5514, + "n_pred": 74945, + "n_ref": 5816 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 50641, + "IoU": 0.0, + "TN": 475055, + "TP": 0, + "n_pred": 50641, + "n_ref": 0 + }, + "4": { + "Dice": 0.6340033748778827, + "FN": 2672, + "FP": 9691, + "IoU": 0.464132460664904, + "TN": 502625, + "TP": 10708, + "n_pred": 20399, + "n_ref": 13380 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8907844423829672, + "FN": 1831, + "FP": 2996, + "IoU": 0.803076044386423, + "TN": 501184, + "TP": 19685, + "n_pred": 22681, + "n_ref": 21516 + }, + "7": { + "Dice": 0.0024875621890547263, + "FN": 1, + "FP": 7217, + "IoU": 0.0012453300124533001, + "TN": 518469, + "TP": 9, + "n_pred": 7226, + "n_ref": 10 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0016.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0016.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8387915535657631, + "FN": 1195, + "FP": 3378, + "IoU": 0.7223436551305403, + "TN": 333994, + "TP": 11897, + "n_pred": 15275, + "n_ref": 13092 + }, + "15": { + "Dice": 0.9160271966069828, + "FN": 14590, + "FP": 4615, + "IoU": 0.8450647412367391, + "TN": 226509, + "TP": 104750, + "n_pred": 109365, + "n_ref": 119340 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0025.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0025.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9443681318681318, + "FN": 120, + "FP": 42, + "IoU": 0.8945998698763825, + "TN": 348927, + "TP": 1375, + "n_pred": 1417, + "n_ref": 1495 + }, + "10": { + "Dice": 0.7004964147821291, + "FN": 386, + "FP": 157, + "IoU": 0.5390492359932089, + "TN": 349286, + "TP": 635, + "n_pred": 792, + "n_ref": 1021 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 7, + "FP": 0, + "IoU": 0.0, + "TN": 350457, + "TP": 0, + "n_pred": 0, + "n_ref": 7 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9724273970698135, + "FN": 3360, + "FP": 2986, + "IoU": 0.9463344918859037, + "TN": 232213, + "TP": 111905, + "n_pred": 114891, + "n_ref": 115265 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0033.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0033.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.747209455022981, + "FN": 45, + "FP": 340, + "IoU": 0.5964360587002097, + "TN": 524742, + "TP": 569, + "n_pred": 909, + "n_ref": 614 + }, + "10": { + "Dice": 0.7722911051212938, + "FN": 2693, + "FP": 1531, + "IoU": 0.6290506718187406, + "TN": 514309, + "TP": 7163, + "n_pred": 8694, + "n_ref": 9856 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8101722427630985, + "FN": 1587, + "FP": 518, + "IoU": 0.6809155676822798, + "TN": 519099, + "TP": 4492, + "n_pred": 5010, + "n_ref": 6079 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9341739249395777, + "FN": 307, + "FP": 5467, + "IoU": 0.8764787677826505, + "TN": 478951, + "TP": 40971, + "n_pred": 46438, + "n_ref": 41278 + }, + "15": { + "Dice": 0.8862588512416874, + "FN": 7650, + "FP": 8188, + "IoU": 0.7957494003249852, + "TN": 448154, + "TP": 61704, + "n_pred": 69892, + "n_ref": 69354 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9469208211143695, + "FN": 970, + "FP": 478, + "IoU": 0.899192425508215, + "TN": 511332, + "TP": 12916, + "n_pred": 13394, + "n_ref": 13886 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.9622805115976588, + "FN": 2221, + "FP": 563, + "IoU": 0.9273031125966158, + "TN": 487400, + "TP": 35512, + "n_pred": 36075, + "n_ref": 37733 + }, + "8": { + "Dice": 0.8966770508826584, + "FN": 88, + "FP": 1106, + "IoU": 0.8127058823529412, + "TN": 519321, + "TP": 5181, + "n_pred": 6287, + "n_ref": 5269 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0042.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0042.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9504867987944612, + "FN": 1682, + "FP": 1883, + "IoU": 0.9056453960776011, + "TN": 838377, + "TP": 34218, + "n_pred": 36101, + "n_ref": 35900 + }, + "10": { + "Dice": 0.6535235949430467, + "FN": 22497, + "FP": 5183, + "IoU": 0.48535837129311143, + "TN": 822375, + "TP": 26105, + "n_pred": 31288, + "n_ref": 48602 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 58, + "IoU": 0.0, + "TN": 876102, + "TP": 0, + "n_pred": 58, + "n_ref": 0 + }, + "12": { + "Dice": 0.42723801442511666, + "FN": 1070, + "FP": 1630, + "IoU": 0.2716482330725654, + "TN": 872453, + "TP": 1007, + "n_pred": 2637, + "n_ref": 2077 + }, + "13": { + "Dice": 0.3107146436804651, + "FN": 1476, + "FP": 53540, + "IoU": 0.18393259760294292, + "TN": 808744, + "TP": 12400, + "n_pred": 65940, + "n_ref": 13876 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9524623524623524, + "FN": 1062, + "FP": 2442, + "IoU": 0.9092392571295361, + "TN": 837553, + "TP": 35103, + "n_pred": 37545, + "n_ref": 36165 + }, + "4": { + "Dice": 0.22330097087378642, + "FN": 288, + "FP": 32, + "IoU": 0.12568306010928962, + "TN": 875794, + "TP": 46, + "n_pred": 78, + "n_ref": 334 + }, + "5": { + "Dice": 0.7013641889154023, + "FN": 610, + "FP": 6023, + "IoU": 0.5400776591318819, + "TN": 861738, + "TP": 7789, + "n_pred": 13812, + "n_ref": 8399 + }, + "6": { + "Dice": 0.8511065820822689, + "FN": 723, + "FP": 4464, + "IoU": 0.740805516689986, + "TN": 856148, + "TP": 14825, + "n_pred": 19289, + "n_ref": 15548 + }, + "7": { + "Dice": 0.13405687261262353, + "FN": 24170, + "FP": 4394, + "IoU": 0.07184402924451665, + "TN": 845385, + "TP": 2211, + "n_pred": 6605, + "n_ref": 26381 + }, + "8": { + "Dice": 0.9425080908890658, + "FN": 2617, + "FP": 776, + "IoU": 0.8912674250921326, + "TN": 844955, + "TP": 27812, + "n_pred": 28588, + "n_ref": 30429 + }, + "9": { + "Dice": 0.806301718650541, + "FN": 2159, + "FP": 3927, + "IoU": 0.6754652588919107, + "TN": 857407, + "TP": 12667, + "n_pred": 16594, + "n_ref": 14826 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0044.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0044.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8292939936775553, + "FN": 142, + "FP": 182, + "IoU": 0.7083708370837084, + "TN": 1400745, + "TP": 787, + "n_pred": 969, + "n_ref": 929 + }, + "10": { + "Dice": 0.694616629515405, + "FN": 11445, + "FP": 18558, + "IoU": 0.5321169590643274, + "TN": 1337731, + "TP": 34122, + "n_pred": 52680, + "n_ref": 45567 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6693800257203827, + "FN": 15229, + "FP": 8166, + "IoU": 0.5030587535579252, + "TN": 1354778, + "TP": 23683, + "n_pred": 31849, + "n_ref": 38912 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9351514011660711, + "FN": 1829, + "FP": 1619, + "IoU": 0.8782012787452753, + "TN": 1373547, + "TP": 24861, + "n_pred": 26480, + "n_ref": 26690 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.09326424870466321, + "FN": 16, + "FP": 334, + "IoU": 0.04891304347826087, + "TN": 1401488, + "TP": 18, + "n_pred": 352, + "n_ref": 34 + }, + "5": { + "Dice": 0.5254054054054054, + "FN": 436, + "FP": 3, + "IoU": 0.3563049853372434, + "TN": 1401174, + "TP": 243, + "n_pred": 246, + "n_ref": 679 + }, + "6": { + "Dice": 0.9783518866411008, + "FN": 4864, + "FP": 7685, + "IoU": 0.9576211944683654, + "TN": 1105741, + "TP": 283566, + "n_pred": 291251, + "n_ref": 288430 + }, + "7": { + "Dice": 0.9631876690989588, + "FN": 21225, + "FP": 10205, + "IoU": 0.928989403764036, + "TN": 959246, + "TP": 411180, + "n_pred": 421385, + "n_ref": 432405 + }, + "8": { + "Dice": 0.0, + "FN": 12, + "FP": 0, + "IoU": 0.0, + "TN": 1401844, + "TP": 0, + "n_pred": 0, + "n_ref": 12 + }, + "9": { + "Dice": 0.7855643816808865, + "FN": 5354, + "FP": 5579, + "IoU": 0.6468555185891017, + "TN": 1370897, + "TP": 20026, + "n_pred": 25605, + "n_ref": 25380 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0049.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0049.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.718390208484597, + "FN": 403, + "FP": 7742, + "IoU": 0.5605373907413402, + "TN": 1909018, + "TP": 10389, + "n_pred": 18131, + "n_ref": 10792 + }, + "10": { + "Dice": 0.8289243167484233, + "FN": 1427, + "FP": 2479, + "IoU": 0.7078315506021393, + "TN": 1914183, + "TP": 9463, + "n_pred": 11942, + "n_ref": 10890 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 2266, + "IoU": 0.0, + "TN": 1925286, + "TP": 0, + "n_pred": 2266, + "n_ref": 0 + }, + "12": { + "Dice": 0.0049469964664310955, + "FN": 2813, + "FP": 3, + "IoU": 0.002479631597591215, + "TN": 1924729, + "TP": 7, + "n_pred": 10, + "n_ref": 2820 + }, + "13": { + "Dice": 0.31386249301285635, + "FN": 4424, + "FP": 486, + "IoU": 0.18614288082214486, + "TN": 1921519, + "TP": 1123, + "n_pred": 1609, + "n_ref": 5547 + }, + "14": { + "Dice": 0.015652723741684894, + "FN": 119, + "FP": 152444, + "IoU": 0.007888096972219332, + "TN": 1773776, + "TP": 1213, + "n_pred": 153657, + "n_ref": 1332 + }, + "15": { + "Dice": 0.5455322787516033, + "FN": 539, + "FP": 524, + "IoU": 0.3750734861845973, + "TN": 1925851, + "TP": 638, + "n_pred": 1162, + "n_ref": 1177 + }, + "2": { + "Dice": 0.7432704574929093, + "FN": 1593, + "FP": 22756, + "IoU": 0.5914323108933486, + "TN": 1867956, + "TP": 35247, + "n_pred": 58003, + "n_ref": 36840 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 51039, + "IoU": 0.0, + "TN": 1876513, + "TP": 0, + "n_pred": 51039, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 4643, + "IoU": 0.0, + "TN": 1922909, + "TP": 0, + "n_pred": 4643, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6109660574412533, + "FN": 542, + "FP": 18083, + "IoU": 0.4398496240601504, + "TN": 1894302, + "TP": 14625, + "n_pred": 32708, + "n_ref": 15167 + }, + "7": { + "Dice": 0.777287779155354, + "FN": 6592, + "FP": 35981, + "IoU": 0.6357078680528815, + "TN": 1810687, + "TP": 74292, + "n_pred": 110273, + "n_ref": 80884 + }, + "8": { + "Dice": 0.9034839139856643, + "FN": 208, + "FP": 371, + "IoU": 0.8239586500456065, + "TN": 1924263, + "TP": 2710, + "n_pred": 3081, + "n_ref": 2918 + }, + "9": { + "Dice": 0.8676122931442081, + "FN": 512, + "FP": 1392, + "IoU": 0.7661795407098121, + "TN": 1919409, + "TP": 6239, + "n_pred": 7631, + "n_ref": 6751 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0052.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0052.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0054.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0054.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.30927835051546393, + "FN": 44, + "FP": 23, + "IoU": 0.18292682926829268, + "TN": 1226542, + "TP": 15, + "n_pred": 38, + "n_ref": 59 + }, + "10": { + "Dice": 0.6603626503982376, + "FN": 19214, + "FP": 20870, + "IoU": 0.49294135505743053, + "TN": 1147572, + "TP": 38968, + "n_pred": 59838, + "n_ref": 58182 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 16, + "IoU": 0.0, + "TN": 1226608, + "TP": 0, + "n_pred": 16, + "n_ref": 0 + }, + "13": { + "Dice": 0.10177780715088229, + "FN": 1520, + "FP": 12071, + "IoU": 0.05361743611169139, + "TN": 1212263, + "TP": 770, + "n_pred": 12841, + "n_ref": 2290 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 29, + "IoU": 0.0, + "TN": 1226595, + "TP": 0, + "n_pred": 29, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 129, + "IoU": 0.0, + "TN": 1226495, + "TP": 0, + "n_pred": 129, + "n_ref": 0 + }, + "2": { + "Dice": 0.780261600320886, + "FN": 3797, + "FP": 18664, + "IoU": 0.639695856526412, + "TN": 1164285, + "TP": 39878, + "n_pred": 58542, + "n_ref": 43675 + }, + "3": { + "Dice": 0.8888820501096891, + "FN": 23572, + "FP": 1703, + "IoU": 0.799988921245885, + "TN": 1100256, + "TP": 101093, + "n_pred": 102796, + "n_ref": 124665 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8074848505027635, + "FN": 2200, + "FP": 691, + "IoU": 0.6771275407639044, + "TN": 1217670, + "TP": 6063, + "n_pred": 6754, + "n_ref": 8263 + }, + "6": { + "Dice": 0.9472512138242153, + "FN": 5936, + "FP": 5102, + "IoU": 0.8997884645065231, + "TN": 1116477, + "TP": 99109, + "n_pred": 104211, + "n_ref": 105045 + }, + "7": { + "Dice": 0.7653030475183646, + "FN": 41465, + "FP": 6044, + "IoU": 0.6198306766532232, + "TN": 1101656, + "TP": 77459, + "n_pred": 83503, + "n_ref": 118924 + }, + "8": { + "Dice": 0.8824695553667516, + "FN": 173, + "FP": 1072, + "IoU": 0.7896604156107451, + "TN": 1220705, + "TP": 4674, + "n_pred": 5746, + "n_ref": 4847 + }, + "9": { + "Dice": 0.853504767228796, + "FN": 5782, + "FP": 3652, + "IoU": 0.74444685231336, + "TN": 1189708, + "TP": 27482, + "n_pred": 31134, + "n_ref": 33264 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0058.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0058.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8659967380438786, + "FN": 2227, + "FP": 7961, + "IoU": 0.763663357149485, + "TN": 833052, + "TP": 32920, + "n_pred": 40881, + "n_ref": 35147 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6739130434782609, + "FN": 163, + "FP": 137, + "IoU": 0.5081967213114754, + "TN": 875550, + "TP": 310, + "n_pred": 447, + "n_ref": 473 + }, + "13": { + "Dice": 0.7461474385672636, + "FN": 1792, + "FP": 646, + "IoU": 0.5950838731107789, + "TN": 870139, + "TP": 3583, + "n_pred": 4229, + "n_ref": 5375 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9471584043893483, + "FN": 3883, + "FP": 8406, + "IoU": 0.8996209955401631, + "TN": 753734, + "TP": 110137, + "n_pred": 118543, + "n_ref": 114020 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9125677329138262, + "FN": 1402, + "FP": 1099, + "IoU": 0.8391950106088858, + "TN": 860607, + "TP": 13052, + "n_pred": 14151, + "n_ref": 14454 + }, + "7": { + "Dice": 0.8955680081507896, + "FN": 869, + "FP": 1796, + "IoU": 0.8108856088560885, + "TN": 862068, + "TP": 11427, + "n_pred": 13223, + "n_ref": 12296 + }, + "8": { + "Dice": 0.8419845139088041, + "FN": 194, + "FP": 357, + "IoU": 0.7270926201089648, + "TN": 874141, + "TP": 1468, + "n_pred": 1825, + "n_ref": 1662 + }, + "9": { + "Dice": 0.865953230281411, + "FN": 979, + "FP": 712, + "IoU": 0.7635956941143576, + "TN": 869007, + "TP": 5462, + "n_pred": 6174, + "n_ref": 6441 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0072.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0072.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.3167420814479638, + "FN": 151, + "FP": 0, + "IoU": 0.1881720430107527, + "TN": 350278, + "TP": 35, + "n_pred": 35, + "n_ref": 186 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7755576208178439, + "FN": 260, + "FP": 706, + "IoU": 0.6333965844402277, + "TN": 347829, + "TP": 1669, + "n_pred": 2375, + "n_ref": 1929 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9289729928348337, + "FN": 706, + "FP": 1227, + "IoU": 0.8673665431590504, + "TN": 335890, + "TP": 12641, + "n_pred": 13868, + "n_ref": 13347 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9847666461986476, + "FN": 1408, + "FP": 2735, + "IoU": 0.9699904386625717, + "TN": 212408, + "TP": 133913, + "n_pred": 136648, + "n_ref": 135321 + }, + "7": { + "Dice": 0.03418803418803419, + "FN": 420, + "FP": 32, + "IoU": 0.017391304347826087, + "TN": 350004, + "TP": 8, + "n_pred": 40, + "n_ref": 428 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0081.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0081.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8514091650862259, + "FN": 4125, + "FP": 2613, + "IoU": 0.7412641118193687, + "TN": 499654, + "TP": 19304, + "n_pred": 21917, + "n_ref": 23429 + }, + "11": { + "Dice": 0.5708108108108109, + "FN": 339, + "FP": 58, + "IoU": 0.39939485627836613, + "TN": 525035, + "TP": 264, + "n_pred": 322, + "n_ref": 603 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8561292865589278, + "FN": 2731, + "FP": 4569, + "IoU": 0.7484493452791179, + "TN": 496676, + "TP": 21720, + "n_pred": 26289, + "n_ref": 24451 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8548975582374404, + "FN": 291, + "FP": 743, + "IoU": 0.7465686274509804, + "TN": 521616, + "TP": 3046, + "n_pred": 3789, + "n_ref": 3337 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8604999758232194, + "FN": 797, + "FP": 2088, + "IoU": 0.7551557328354409, + "TN": 513913, + "TP": 8898, + "n_pred": 10986, + "n_ref": 9695 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9460596720289529, + "FN": 2781, + "FP": 3449, + "IoU": 0.8976406414300736, + "TN": 464832, + "TP": 54634, + "n_pred": 58083, + "n_ref": 57415 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9065052411368036, + "FN": 2186, + "FP": 2015, + "IoU": 0.8289982496845362, + "TN": 501129, + "TP": 20366, + "n_pred": 22381, + "n_ref": 22552 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0094.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0094.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.7356001287139333, + "FN": 1349, + "FP": 1116, + "IoU": 0.5817780794027825, + "TN": 519802, + "TP": 3429, + "n_pred": 4545, + "n_ref": 4778 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.37991706825058835, + "FN": 308, + "FP": 10758, + "IoU": 0.23450470392916437, + "TN": 511240, + "TP": 3390, + "n_pred": 14148, + "n_ref": 3698 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9558438894302272, + "FN": 643, + "FP": 218, + "IoU": 0.9154223968565816, + "TN": 515516, + "TP": 9319, + "n_pred": 9537, + "n_ref": 9962 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9828184212216584, + "FN": 1785, + "FP": 1425, + "IoU": 0.9662172828592176, + "TN": 430677, + "TP": 91809, + "n_pred": 93234, + "n_ref": 93594 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9169250337864695, + "FN": 1293, + "FP": 797, + "IoU": 0.8465942454492072, + "TN": 512072, + "TP": 11534, + "n_pred": 12331, + "n_ref": 12827 + }, + "9": { + "Dice": 0.9311516876136274, + "FN": 2017, + "FP": 1467, + "IoU": 0.8711729034166543, + "TN": 498652, + "TP": 23560, + "n_pred": 25027, + "n_ref": 25577 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0098.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0098.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8633093525179856, + "FN": 38, + "FP": 38, + "IoU": 0.759493670886076, + "TN": 875844, + "TP": 240, + "n_pred": 278, + "n_ref": 278 + }, + "10": { + "Dice": 0.9315295956241454, + "FN": 586, + "FP": 816, + "IoU": 0.8718347198098546, + "TN": 865221, + "TP": 9537, + "n_pred": 10353, + "n_ref": 10123 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6894664842681258, + "FN": 2794, + "FP": 384, + "IoU": 0.5260960334029228, + "TN": 869454, + "TP": 3528, + "n_pred": 3912, + "n_ref": 6322 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9634878835399592, + "FN": 998, + "FP": 1470, + "IoU": 0.9295481145271332, + "TN": 841129, + "TP": 32563, + "n_pred": 34033, + "n_ref": 33561 + }, + "4": { + "Dice": 0.7859951946639253, + "FN": 2263, + "FP": 15640, + "IoU": 0.6474399369830642, + "TN": 825380, + "TP": 32877, + "n_pred": 48517, + "n_ref": 35140 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9860515924845695, + "FN": 3855, + "FP": 2606, + "IoU": 0.9724869482272585, + "TN": 641326, + "TP": 228373, + "n_pred": 230979, + "n_ref": 232228 + }, + "7": { + "Dice": 0.0006751543209876543, + "FN": 49, + "FP": 124283, + "IoU": 0.0003376911573158377, + "TN": 751786, + "TP": 42, + "n_pred": 124325, + "n_ref": 91 + }, + "8": { + "Dice": 0.7650676506765067, + "FN": 72, + "FP": 119, + "IoU": 0.6195219123505976, + "TN": 875658, + "TP": 311, + "n_pred": 430, + "n_ref": 383 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0105.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0105.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9346674381730329, + "FN": 2253, + "FP": 15135, + "IoU": 0.8773480429154881, + "TN": 559161, + "TP": 124379, + "n_pred": 139514, + "n_ref": 126632 + }, + "10": { + "Dice": 0.5168742921857304, + "FN": 3724, + "FP": 2675, + "IoU": 0.34850335980452046, + "TN": 691106, + "TP": 3423, + "n_pred": 6098, + "n_ref": 7147 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7022969524095481, + "FN": 1214, + "FP": 769, + "IoU": 0.5411846367422489, + "TN": 696606, + "TP": 2339, + "n_pred": 3108, + "n_ref": 3553 + }, + "13": { + "Dice": 0.0982820615261686, + "FN": 160, + "FP": 2097, + "IoU": 0.05168067226890756, + "TN": 698548, + "TP": 123, + "n_pred": 2220, + "n_ref": 283 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.4365763460213451, + "FN": 22311, + "FP": 17758, + "IoU": 0.2792437896857518, + "TN": 645335, + "TP": 15524, + "n_pred": 33282, + "n_ref": 37835 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.8994148640419392, + "FN": 603, + "FP": 3196, + "IoU": 0.8172151655119323, + "TN": 680144, + "TP": 16985, + "n_pred": 20181, + "n_ref": 17588 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 72, + "IoU": 0.0, + "TN": 700856, + "TP": 0, + "n_pred": 72, + "n_ref": 0 + }, + "7": { + "Dice": 0.42108538157251435, + "FN": 77954, + "FP": 196, + "IoU": 0.266692939984236, + "TN": 594356, + "TP": 28422, + "n_pred": 28618, + "n_ref": 106376 + }, + "8": { + "Dice": 0.9458693495819753, + "FN": 114, + "FP": 650, + "IoU": 0.8972980239279473, + "TN": 693489, + "TP": 6675, + "n_pred": 7325, + "n_ref": 6789 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0138.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0138.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8932238840482222, + "FN": 5621, + "FP": 4538, + "IoU": 0.8070501984767621, + "TN": 648277, + "TP": 42492, + "n_pred": 47030, + "n_ref": 48113 + }, + "11": { + "Dice": 0.74610630407911, + "FN": 721, + "FP": 1333, + "IoU": 0.5950315457413249, + "TN": 695856, + "TP": 3018, + "n_pred": 4351, + "n_ref": 3739 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8677263615573563, + "FN": 2124, + "FP": 2561, + "IoU": 0.766357470576501, + "TN": 680876, + "TP": 15367, + "n_pred": 17928, + "n_ref": 17491 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.95900243868771, + "FN": 765, + "FP": 126, + "IoU": 0.9212340876944838, + "TN": 689616, + "TP": 10421, + "n_pred": 10547, + "n_ref": 11186 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9792549757179351, + "FN": 1224, + "FP": 1732, + "IoU": 0.9593531708926901, + "TN": 628204, + "TP": 69768, + "n_pred": 71500, + "n_ref": 70992 + }, + "7": { + "Dice": 0.5975024015369836, + "FN": 877, + "FP": 12950, + "IoU": 0.426027397260274, + "TN": 676838, + "TP": 10263, + "n_pred": 23213, + "n_ref": 11140 + }, + "8": { + "Dice": 0.9221232208685303, + "FN": 2424, + "FP": 2287, + "IoU": 0.8554996625973866, + "TN": 668326, + "TP": 27891, + "n_pred": 30178, + "n_ref": 30315 + }, + "9": { + "Dice": 0.9319942452412572, + "FN": 1613, + "FP": 845, + "IoU": 0.8726490855396093, + "TN": 681627, + "TP": 16843, + "n_pred": 17688, + "n_ref": 18456 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0142.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0142.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9694025823058081, + "FN": 634, + "FP": 103, + "IoU": 0.940621978730261, + "TN": 513284, + "TP": 11675, + "n_pred": 11778, + "n_ref": 12309 + }, + "10": { + "Dice": 0.894521933494, + "FN": 5926, + "FP": 2521, + "IoU": 0.809172032079521, + "TN": 481431, + "TP": 35818, + "n_pred": 38339, + "n_ref": 41744 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6666666666666666, + "FN": 15, + "FP": 24, + "IoU": 0.5, + "TN": 525618, + "TP": 39, + "n_pred": 63, + "n_ref": 54 + }, + "13": { + "Dice": 0.8237440782094849, + "FN": 6351, + "FP": 4178, + "IoU": 0.7003102496228617, + "TN": 490563, + "TP": 24604, + "n_pred": 28782, + "n_ref": 30955 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9401479488903833, + "FN": 198, + "FP": 158, + "IoU": 0.8870558375634517, + "TN": 522544, + "TP": 2796, + "n_pred": 2954, + "n_ref": 2994 + }, + "3": { + "Dice": 0.9787513259916231, + "FN": 2093, + "FP": 1793, + "IoU": 0.9583868756960507, + "TN": 432312, + "TP": 89498, + "n_pred": 91291, + "n_ref": 91591 + }, + "4": { + "Dice": 0.898166137515993, + "FN": 879, + "FP": 1270, + "IoU": 0.8151556855324273, + "TN": 514070, + "TP": 9477, + "n_pred": 10747, + "n_ref": 10356 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9494224625215041, + "FN": 317, + "FP": 1741, + "IoU": 0.9037147936745579, + "TN": 504322, + "TP": 19316, + "n_pred": 21057, + "n_ref": 19633 + }, + "7": { + "Dice": 0.9100875726987098, + "FN": 476, + "FP": 2214, + "IoU": 0.8350098135426889, + "TN": 509392, + "TP": 13614, + "n_pred": 15828, + "n_ref": 14090 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9422448979591836, + "FN": 431, + "FP": 1267, + "IoU": 0.8907968358093769, + "TN": 510147, + "TP": 13851, + "n_pred": 15118, + "n_ref": 14282 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0161.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0161.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9726508352473364, + "FN": 2083, + "FP": 620, + "IoU": 0.9467578001890955, + "TN": 474928, + "TP": 48065, + "n_pred": 48685, + "n_ref": 50148 + }, + "10": { + "Dice": 0.8297831138652207, + "FN": 700, + "FP": 1058, + "IoU": 0.7090848916101274, + "TN": 519653, + "TP": 4285, + "n_pred": 5343, + "n_ref": 4985 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6692987997473152, + "FN": 1657, + "FP": 437, + "IoU": 0.502967006883456, + "TN": 521483, + "TP": 2119, + "n_pred": 2556, + "n_ref": 3776 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 525689, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "3": { + "Dice": 0.9725324589446226, + "FN": 3548, + "FP": 2475, + "IoU": 0.9465335108743897, + "TN": 413046, + "TP": 106627, + "n_pred": 109102, + "n_ref": 110175 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8956165984804209, + "FN": 426, + "FP": 467, + "IoU": 0.810965283657917, + "TN": 520972, + "TP": 3831, + "n_pred": 4298, + "n_ref": 4257 + }, + "6": { + "Dice": 0.9601610236503486, + "FN": 2263, + "FP": 508, + "IoU": 0.9233747200176976, + "TN": 489533, + "TP": 33392, + "n_pred": 33900, + "n_ref": 35655 + }, + "7": { + "Dice": 0.4219409282700422, + "FN": 409, + "FP": 2, + "IoU": 0.26737967914438504, + "TN": 525135, + "TP": 150, + "n_pred": 152, + "n_ref": 559 + }, + "8": { + "Dice": 0.9698642482960627, + "FN": 169, + "FP": 366, + "IoU": 0.9414916885389326, + "TN": 516552, + "TP": 8609, + "n_pred": 8975, + "n_ref": 8778 + }, + "9": { + "Dice": 0.8625357979692788, + "FN": 2369, + "FP": 1855, + "IoU": 0.7582970931563286, + "TN": 508220, + "TP": 13252, + "n_pred": 15107, + "n_ref": 15621 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0185.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0185.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9642387306360244, + "FN": 884, + "FP": 1780, + "IoU": 0.9309468882034267, + "TN": 662349, + "TP": 35915, + "n_pred": 37695, + "n_ref": 36799 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 482, + "IoU": 0.0, + "TN": 700446, + "TP": 0, + "n_pred": 482, + "n_ref": 0 + }, + "4": { + "Dice": 0.9148005148005148, + "FN": 9409, + "FP": 1183, + "IoU": 0.8429791271347249, + "TN": 633472, + "TP": 56864, + "n_pred": 58047, + "n_ref": 66273 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9789645552756394, + "FN": 1566, + "FP": 6834, + "IoU": 0.9587958580026783, + "TN": 497065, + "TP": 195463, + "n_pred": 202297, + "n_ref": 197029 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0215.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0215.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.8689030664745833, + "FN": 608, + "FP": 666, + "IoU": 0.7681950509461426, + "TN": 344968, + "TP": 4222, + "n_pred": 4888, + "n_ref": 4830 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7633769322235434, + "FN": 195, + "FP": 4, + "IoU": 0.6173076923076923, + "TN": 349944, + "TP": 321, + "n_pred": 325, + "n_ref": 516 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9689739766222522, + "FN": 556, + "FP": 734, + "IoU": 0.939815246804143, + "TN": 329030, + "TP": 20144, + "n_pred": 20878, + "n_ref": 20700 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9702823179791976, + "FN": 869, + "FP": 1291, + "IoU": 0.9422799422799423, + "TN": 313042, + "TP": 35262, + "n_pred": 36553, + "n_ref": 36131 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 350461, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9435672623249247, + "FN": 370, + "FP": 1149, + "IoU": 0.893163595442397, + "TN": 336246, + "TP": 12699, + "n_pred": 13848, + "n_ref": 13069 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0224.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0224.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8671784135845545, + "FN": 780, + "FP": 362, + "IoU": 0.7655030800821355, + "TN": 345594, + "TP": 3728, + "n_pred": 4090, + "n_ref": 4508 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.675603217158177, + "FN": 162, + "FP": 80, + "IoU": 0.5101214574898786, + "TN": 349970, + "TP": 252, + "n_pred": 332, + "n_ref": 414 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 4183, + "IoU": 0.0, + "TN": 346281, + "TP": 0, + "n_pred": 4183, + "n_ref": 0 + }, + "15": { + "Dice": 0.9134155014774136, + "FN": 23388, + "FP": 230, + "IoU": 0.8406299765175849, + "TN": 202268, + "TP": 124578, + "n_pred": 124808, + "n_ref": 147966 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.837117658097204, + "FN": 765, + "FP": 971, + "IoU": 0.7198644505405841, + "TN": 344267, + "TP": 4461, + "n_pred": 5432, + "n_ref": 5226 + }, + "6": { + "Dice": 0.9616148715765575, + "FN": 1703, + "FP": 1543, + "IoU": 0.9260676460539802, + "TN": 306559, + "TP": 40659, + "n_pred": 42202, + "n_ref": 42362 + }, + "7": { + "Dice": 0.9463270364276342, + "FN": 1071, + "FP": 1506, + "IoU": 0.8981221585293536, + "TN": 325169, + "TP": 22718, + "n_pred": 24224, + "n_ref": 23789 + }, + "8": { + "Dice": 0.9646886224515607, + "FN": 707, + "FP": 689, + "IoU": 0.9317859760566821, + "TN": 329999, + "TP": 19069, + "n_pred": 19758, + "n_ref": 19776 + }, + "9": { + "Dice": 0.9142857142857143, + "FN": 32, + "FP": 28, + "IoU": 0.8421052631578947, + "TN": 350084, + "TP": 320, + "n_pred": 348, + "n_ref": 352 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0230.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0230.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.7605419779663163, + "FN": 702, + "FP": 1189, + "IoU": 0.6136085002043319, + "TN": 871266, + "TP": 3003, + "n_pred": 4192, + "n_ref": 3705 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.770864567716142, + "FN": 211, + "FP": 1623, + "IoU": 0.6271599918682659, + "TN": 871241, + "TP": 3085, + "n_pred": 4708, + "n_ref": 3296 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9509928088440485, + "FN": 1269, + "FP": 1014, + "IoU": 0.9065646230662192, + "TN": 851726, + "TP": 22151, + "n_pred": 23165, + "n_ref": 23420 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7751992664174366, + "FN": 1543, + "FP": 1644, + "IoU": 0.63291868233126, + "TN": 867478, + "TP": 5495, + "n_pred": 7139, + "n_ref": 7038 + }, + "6": { + "Dice": 0.9730121629972829, + "FN": 3264, + "FP": 4553, + "IoU": 0.9474427329509927, + "TN": 727427, + "TP": 140916, + "n_pred": 145469, + "n_ref": 144180 + }, + "7": { + "Dice": 0.10808981157621572, + "FN": 1366, + "FP": 14444, + "IoU": 0.05713263358778626, + "TN": 859392, + "TP": 958, + "n_pred": 15402, + "n_ref": 2324 + }, + "8": { + "Dice": 0.8575310806965792, + "FN": 22762, + "FP": 1773, + "IoU": 0.7505946693231952, + "TN": 777786, + "TP": 73839, + "n_pred": 75612, + "n_ref": 96601 + }, + "9": { + "Dice": 0.9079379719836282, + "FN": 2644, + "FP": 2147, + "IoU": 0.8313978040540541, + "TN": 847744, + "TP": 23625, + "n_pred": 25772, + "n_ref": 26269 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0245.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0245.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9536996336996337, + "FN": 151, + "FP": 1113, + "IoU": 0.9114969892171965, + "TN": 1738038, + "TP": 13018, + "n_pred": 14131, + "n_ref": 13169 + }, + "10": { + "Dice": 0.8236998134775496, + "FN": 12568, + "FP": 4351, + "IoU": 0.700246266144606, + "TN": 1695877, + "TP": 39524, + "n_pred": 43875, + "n_ref": 52092 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7829845313921747, + "FN": 1095, + "FP": 813, + "IoU": 0.6433644859813085, + "TN": 1746970, + "TP": 3442, + "n_pred": 4255, + "n_ref": 4537 + }, + "13": { + "Dice": 0.7188247352237787, + "FN": 412, + "FP": 411, + "IoU": 0.5610666666666667, + "TN": 1750445, + "TP": 1052, + "n_pred": 1463, + "n_ref": 1464 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9719864489164657, + "FN": 2462, + "FP": 3624, + "IoU": 0.945499646276048, + "TN": 1640651, + "TP": 105583, + "n_pred": 109207, + "n_ref": 108045 + }, + "3": { + "Dice": 0.9737383558908558, + "FN": 1937, + "FP": 4113, + "IoU": 0.9488207626975265, + "TN": 1634108, + "TP": 112162, + "n_pred": 116275, + "n_ref": 114099 + }, + "4": { + "Dice": 0.9573833041016646, + "FN": 1503, + "FP": 1267, + "IoU": 0.9182505017117224, + "TN": 1718436, + "TP": 31114, + "n_pred": 32381, + "n_ref": 32617 + }, + "5": { + "Dice": 0.9019854234732345, + "FN": 641, + "FP": 139, + "IoU": 0.8214694438086518, + "TN": 1747951, + "TP": 3589, + "n_pred": 3728, + "n_ref": 4230 + }, + "6": { + "Dice": 0.9123542335643062, + "FN": 13142, + "FP": 2416, + "IoU": 0.8388339859531356, + "TN": 1655786, + "TP": 80976, + "n_pred": 83392, + "n_ref": 94118 + }, + "7": { + "Dice": 0.8585774982066987, + "FN": 434, + "FP": 7255, + "IoU": 0.7521995552547617, + "TN": 1721291, + "TP": 23340, + "n_pred": 30595, + "n_ref": 23774 + }, + "8": { + "Dice": 0.41742440262211883, + "FN": 4565, + "FP": 25740, + "IoU": 0.26376269374665956, + "TN": 1711158, + "TP": 10857, + "n_pred": 36597, + "n_ref": 15422 + }, + "9": { + "Dice": 0.8847230056294724, + "FN": 6257, + "FP": 4166, + "IoU": 0.7932764775882586, + "TN": 1701900, + "TP": 39997, + "n_pred": 44163, + "n_ref": 46254 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0248.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0248.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.96045197740113, + "FN": 4, + "FP": 3, + "IoU": 0.9239130434782609, + "TN": 876068, + "TP": 85, + "n_pred": 88, + "n_ref": 89 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 344, + "IoU": 0.0, + "TN": 875816, + "TP": 0, + "n_pred": 344, + "n_ref": 0 + }, + "14": { + "Dice": 0.9139609329065134, + "FN": 668, + "FP": 649, + "IoU": 0.8415543792107796, + "TN": 867848, + "TP": 6995, + "n_pred": 7644, + "n_ref": 7663 + }, + "15": { + "Dice": 0.1883389039206324, + "FN": 137467, + "FP": 224, + "IoU": 0.1039592362656671, + "TN": 722494, + "TP": 15975, + "n_pred": 16199, + "n_ref": 153442 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1528, + "IoU": 0.0, + "TN": 874632, + "TP": 0, + "n_pred": 1528, + "n_ref": 0 + }, + "3": { + "Dice": 0.9319321554000708, + "FN": 3700, + "FP": 8801, + "IoU": 0.8725402230877465, + "TN": 778082, + "TP": 85577, + "n_pred": 94378, + "n_ref": 89277 + }, + "4": { + "Dice": 0.9217918990440561, + "FN": 7506, + "FP": 1567, + "IoU": 0.8549294873844776, + "TN": 813618, + "TP": 53469, + "n_pred": 55036, + "n_ref": 60975 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 209, + "IoU": 0.0, + "TN": 875951, + "TP": 0, + "n_pred": 209, + "n_ref": 0 + }, + "6": { + "Dice": 0.9530674213613985, + "FN": 1100, + "FP": 2084, + "IoU": 0.9103426914087799, + "TN": 840647, + "TP": 32329, + "n_pred": 34413, + "n_ref": 33429 + }, + "7": { + "Dice": 0.008839779005524863, + "FN": 71, + "FP": 1723, + "IoU": 0.004439511653718091, + "TN": 874358, + "TP": 8, + "n_pred": 1731, + "n_ref": 79 + }, + "8": { + "Dice": 0.9237304016490724, + "FN": 955, + "FP": 266, + "IoU": 0.8582704585026117, + "TN": 867545, + "TP": 7394, + "n_pred": 7660, + "n_ref": 8349 + }, + "9": { + "Dice": 0.6578532261699092, + "FN": 106, + "FP": 4449, + "IoU": 0.49014998880680544, + "TN": 867226, + "TP": 4379, + "n_pred": 8828, + "n_ref": 4485 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0273.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0273.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8802519170772954, + "FN": 2046, + "FP": 6168, + "IoU": 0.7861160295802521, + "TN": 312060, + "TP": 30190, + "n_pred": 36358, + "n_ref": 32236 + }, + "15": { + "Dice": 0.8944506825837717, + "FN": 1453, + "FP": 2119, + "IoU": 0.8090554337948361, + "TN": 331757, + "TP": 15135, + "n_pred": 17254, + "n_ref": 16588 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0299.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0299.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 4024, + "IoU": 0.0, + "TN": 1397832, + "TP": 0, + "n_pred": 4024, + "n_ref": 0 + }, + "10": { + "Dice": 0.8632527830572903, + "FN": 10620, + "FP": 14562, + "IoU": 0.7594061108669482, + "TN": 1297190, + "TP": 79484, + "n_pred": 94046, + "n_ref": 90104 + }, + "11": { + "Dice": 0.8141807316482275, + "FN": 1677, + "FP": 624, + "IoU": 0.6865976573140834, + "TN": 1394514, + "TP": 5041, + "n_pred": 5665, + "n_ref": 6718 + }, + "12": { + "Dice": 0.7722772277227723, + "FN": 669, + "FP": 366, + "IoU": 0.6290322580645161, + "TN": 1399066, + "TP": 1755, + "n_pred": 2121, + "n_ref": 2424 + }, + "13": { + "Dice": 0.4344748274980833, + "FN": 43427, + "FP": 831, + "IoU": 0.2775265675247719, + "TN": 1340597, + "TP": 17001, + "n_pred": 17832, + "n_ref": 60428 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9773336543863873, + "FN": 1283, + "FP": 1541, + "IoU": 0.9556720611549752, + "TN": 1338149, + "TP": 60883, + "n_pred": 62424, + "n_ref": 62166 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.5364605543710022, + "FN": 362, + "FP": 8334, + "IoU": 0.36655011655011654, + "TN": 1388128, + "TP": 5032, + "n_pred": 13366, + "n_ref": 5394 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9760168148949854, + "FN": 2885, + "FP": 4760, + "IoU": 0.9531570723936154, + "TN": 1238651, + "TP": 155560, + "n_pred": 160320, + "n_ref": 158445 + }, + "7": { + "Dice": 0.8726997046913858, + "FN": 3252, + "FP": 46451, + "IoU": 0.7741501606299785, + "TN": 1181785, + "TP": 170368, + "n_pred": 216819, + "n_ref": 173620 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.926142350799885, + "FN": 110, + "FP": 661, + "IoU": 0.8624442462087422, + "TN": 1396251, + "TP": 4834, + "n_pred": 5495, + "n_ref": 4944 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0307.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0307.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9230769230769231, + "FN": 61, + "FP": 95, + "IoU": 0.8571428571428571, + "TN": 1050300, + "TP": 936, + "n_pred": 1031, + "n_ref": 997 + }, + "10": { + "Dice": 0.9022339658899832, + "FN": 1087, + "FP": 2576, + "IoU": 0.8218818380743983, + "TN": 1030827, + "TP": 16902, + "n_pred": 19478, + "n_ref": 17989 + }, + "11": { + "Dice": 0.8108463867316046, + "FN": 1122, + "FP": 315, + "IoU": 0.6818684967899048, + "TN": 1046875, + "TP": 3080, + "n_pred": 3395, + "n_ref": 4202 + }, + "12": { + "Dice": 0.7899738328053987, + "FN": 907, + "FP": 618, + "IoU": 0.6528568176644662, + "TN": 1046999, + "TP": 2868, + "n_pred": 3486, + "n_ref": 3775 + }, + "13": { + "Dice": 0.8299444233645068, + "FN": 6772, + "FP": 847, + "IoU": 0.7093205142878944, + "TN": 1025181, + "TP": 18592, + "n_pred": 19439, + "n_ref": 25364 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.32782744024840427, + "FN": 177189, + "FP": 1621, + "IoU": 0.1960488098770761, + "TN": 828978, + "TP": 43604, + "n_pred": 45225, + "n_ref": 220793 + }, + "3": { + "Dice": 0.0825869662031768, + "FN": 1195, + "FP": 35885, + "IoU": 0.04307207927946528, + "TN": 1012643, + "TP": 1669, + "n_pred": 37554, + "n_ref": 2864 + }, + "4": { + "Dice": 0.7000269905533063, + "FN": 1582, + "FP": 3975, + "IoU": 0.5384934806079229, + "TN": 1039351, + "TP": 6484, + "n_pred": 10459, + "n_ref": 8066 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9840918066025781, + "FN": 2094, + "FP": 3304, + "IoU": 0.968681828730564, + "TN": 879032, + "TP": 166962, + "n_pred": 170266, + "n_ref": 169056 + }, + "7": { + "Dice": 0.9236245954692557, + "FN": 5417, + "FP": 1663, + "IoU": 0.8580877931449188, + "TN": 1001502, + "TP": 42810, + "n_pred": 44473, + "n_ref": 48227 + }, + "8": { + "Dice": 0.968181098622764, + "FN": 1027, + "FP": 380, + "IoU": 0.938324639459957, + "TN": 1028579, + "TP": 21406, + "n_pred": 21786, + "n_ref": 22433 + }, + "9": { + "Dice": 0.9506000263747857, + "FN": 937, + "FP": 936, + "IoU": 0.9058510103548809, + "TN": 1031498, + "TP": 18021, + "n_pred": 18957, + "n_ref": 18958 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0320.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0320.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9792359512236719, + "FN": 1307, + "FP": 641, + "IoU": 0.959316653439706, + "TN": 477814, + "TP": 45934, + "n_pred": 46575, + "n_ref": 47241 + }, + "10": { + "Dice": 0.9254143124397665, + "FN": 1249, + "FP": 2698, + "IoU": 0.8611824288678648, + "TN": 497263, + "TP": 24486, + "n_pred": 27184, + "n_ref": 25735 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 6, + "FP": 0, + "IoU": 0.0, + "TN": 525690, + "TP": 0, + "n_pred": 0, + "n_ref": 6 + }, + "13": { + "Dice": 0.8236969524352037, + "FN": 2268, + "FP": 1446, + "IoU": 0.7002421307506054, + "TN": 513306, + "TP": 8676, + "n_pred": 10122, + "n_ref": 10944 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8932384341637011, + "FN": 2, + "FP": 58, + "IoU": 0.8070739549839229, + "TN": 525385, + "TP": 251, + "n_pred": 309, + "n_ref": 253 + }, + "3": { + "Dice": 0.9727478947204873, + "FN": 1328, + "FP": 426, + "IoU": 0.9469417387621756, + "TN": 492638, + "TP": 31304, + "n_pred": 31730, + "n_ref": 32632 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.9551838083436597, + "FN": 482, + "FP": 386, + "IoU": 0.9142122949199446, + "TN": 515578, + "TP": 9250, + "n_pred": 9636, + "n_ref": 9732 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9571735281931523, + "FN": 221, + "FP": 916, + "IoU": 0.9178646247200751, + "TN": 511853, + "TP": 12706, + "n_pred": 13622, + "n_ref": 12927 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0361.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0361.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9023911143106906, + "FN": 8541, + "FP": 950, + "IoU": 0.8221426831325075, + "TN": 822797, + "TP": 43872, + "n_pred": 44822, + "n_ref": 52413 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8912952158693116, + "FN": 1072, + "FP": 1257, + "IoU": 0.8039067104487665, + "TN": 864283, + "TP": 9548, + "n_pred": 10805, + "n_ref": 10620 + }, + "14": { + "Dice": 0.9581195571457504, + "FN": 2140, + "FP": 7786, + "IoU": 0.9196060485797825, + "TN": 752693, + "TP": 113541, + "n_pred": 121327, + "n_ref": 115681 + }, + "15": { + "Dice": 0.8771289771308973, + "FN": 15220, + "FP": 10376, + "IoU": 0.7811484660898116, + "TN": 759204, + "TP": 91360, + "n_pred": 101736, + "n_ref": 106580 + }, + "2": { + "Dice": 0.9760618916895433, + "FN": 1553, + "FP": 3243, + "IoU": 0.9532430561648777, + "TN": 773587, + "TP": 97777, + "n_pred": 101020, + "n_ref": 99330 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6819040423120514, + "FN": 1634, + "FP": 50, + "IoU": 0.5173402120951562, + "TN": 872671, + "TP": 1805, + "n_pred": 1855, + "n_ref": 3439 + }, + "7": { + "Dice": 0.9578887350329885, + "FN": 180, + "FP": 337, + "IoU": 0.9191808660309521, + "TN": 869763, + "TP": 5880, + "n_pred": 6217, + "n_ref": 6060 + }, + "8": { + "Dice": 0.9591968216471599, + "FN": 452, + "FP": 308, + "IoU": 0.9215929020942949, + "TN": 866467, + "TP": 8933, + "n_pred": 9241, + "n_ref": 9385 + }, + "9": { + "Dice": 0.9078927956724858, + "FN": 657, + "FP": 1216, + "IoU": 0.8313220461095101, + "TN": 865056, + "TP": 9231, + "n_pred": 10447, + "n_ref": 9888 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0387.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0387.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": 0.6832886891718466, + "FN": 4774.353333333333, + "FP": 3667.9400000000005, + "IoU": 0.6047455648471207, + "TN": 949892.5733333335, + "TP": 22964.333333333332, + "n_pred": 26632.273333333334, + "n_ref": 27738.686666666665 + }, + "mean": { + "1": { + "Dice": 0.6966195217395689, + "FN": 5378.8, + "FP": 2447.0, + "IoU": 0.6539920389298458, + "TN": 923482.6666666666, + "TP": 49990.73333333333, + "n_pred": 52437.73333333333, + "n_ref": 55369.53333333333 + }, + "10": { + "Dice": 0.6406560538169874, + "FN": 3368.0666666666666, + "FP": 1799.6666666666667, + "IoU": 0.542604978991148, + "TN": 965447.3, + "TP": 10684.166666666666, + "n_pred": 12483.833333333334, + "n_ref": 14052.233333333334 + }, + "11": { + "Dice": 0.5009340097082525, + "FN": 225.23333333333332, + "FP": 225.43333333333334, + "IoU": 0.38652325704572144, + "TN": 980391.2333333333, + "TP": 457.3, + "n_pred": 682.7333333333333, + "n_ref": 682.5333333333333 + }, + "12": { + "Dice": 0.3845180160647016, + "FN": 268.7, + "FP": 157.93333333333334, + "IoU": 0.29867979066616573, + "TN": 980422.3333333334, + "TP": 450.23333333333335, + "n_pred": 608.1666666666666, + "n_ref": 718.9333333333333 + }, + "13": { + "Dice": 0.5568369872552398, + "FN": 4198.133333333333, + "FP": 2440.0333333333333, + "IoU": 0.44631313744244655, + "TN": 967695.8666666667, + "TP": 6965.166666666667, + "n_pred": 9405.2, + "n_ref": 11163.3 + }, + "14": { + "Dice": 0.6499584313158808, + "FN": 2170.2, + "FP": 2385.266666666667, + "IoU": 0.5981492358213806, + "TN": 953677.0, + "TP": 23066.733333333334, + "n_pred": 25452.0, + "n_ref": 25236.933333333334 + }, + "15": { + "Dice": 0.6080263533675749, + "FN": 1417.4, + "FP": 2047.0, + "IoU": 0.5305726410426703, + "TN": 970512.9333333333, + "TP": 7321.866666666667, + "n_pred": 9368.866666666667, + "n_ref": 8739.266666666666 + }, + "2": { + "Dice": 0.8976690313850691, + "FN": 4134.1, + "FP": 939.0333333333333, + "IoU": 0.8353789150450687, + "TN": 951385.8333333334, + "TP": 24840.233333333334, + "n_pred": 25779.266666666666, + "n_ref": 28974.333333333332 + }, + "3": { + "Dice": 0.8176364192363852, + "FN": 958.1666666666666, + "FP": 7134.133333333333, + "IoU": 0.7679001519856642, + "TN": 956246.8666666667, + "TP": 16960.033333333333, + "n_pred": 24094.166666666668, + "n_ref": 17918.2 + }, + "4": { + "Dice": 0.5691473167040282, + "FN": 2831.766666666667, + "FP": 616.3333333333334, + "IoU": 0.5054755286823873, + "TN": 972104.6, + "TP": 5746.5, + "n_pred": 6362.833333333333, + "n_ref": 8578.266666666666 + }, + "5": { + "Dice": 0.7952242137878484, + "FN": 681.7666666666667, + "FP": 618.9333333333333, + "IoU": 0.6921909253327284, + "TN": 976486.6, + "TP": 3511.9, + "n_pred": 4130.833333333333, + "n_ref": 4193.666666666667 + }, + "6": { + "Dice": 0.8512055852456182, + "FN": 31711.266666666666, + "FP": 18401.866666666665, + "IoU": 0.7697808655850984, + "TN": 822465.8, + "TP": 108720.26666666666, + "n_pred": 127122.13333333333, + "n_ref": 140431.53333333333 + }, + "7": { + "Dice": 0.7032312787554382, + "FN": 12297.1, + "FP": 12050.466666666667, + "IoU": 0.6153311745326576, + "TN": 898193.2, + "TP": 58758.433333333334, + "n_pred": 70808.9, + "n_ref": 71055.53333333334 + }, + "8": { + "Dice": 0.8214058922980356, + "FN": 491.96666666666664, + "FP": 2406.4666666666667, + "IoU": 0.7706340232371671, + "TN": 960917.7333333333, + "TP": 17483.033333333333, + "n_pred": 19889.5, + "n_ref": 17975.0 + }, + "9": { + "Dice": 0.7562612268970724, + "FN": 1482.6333333333334, + "FP": 1349.5333333333333, + "IoU": 0.6576568083666599, + "TN": 968958.6333333333, + "TP": 9508.4, + "n_pred": 10857.933333333332, + "n_ref": 10991.033333333333 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0004.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0004.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9721552160576551, + "FN": 747, + "FP": 2058, + "IoU": 0.9458190879063568, + "TN": 473925, + "TP": 48966, + "n_pred": 51024, + "n_ref": 49713 + }, + "10": { + "Dice": 0.789242151569686, + "FN": 3146, + "FP": 1070, + "IoU": 0.6518579686209744, + "TN": 513586, + "TP": 7894, + "n_pred": 8964, + "n_ref": 11040 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.33361354629518436, + "FN": 1518, + "FP": 4031, + "IoU": 0.20020178725857596, + "TN": 518758, + "TP": 1389, + "n_pred": 5420, + "n_ref": 2907 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 40, + "IoU": 0.0, + "TN": 525656, + "TP": 0, + "n_pred": 40, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8086466882992938, + "FN": 1117, + "FP": 2893, + "IoU": 0.6787631178402628, + "TN": 513213, + "TP": 8473, + "n_pred": 11366, + "n_ref": 9590 + }, + "7": { + "Dice": 0.9012918395965834, + "FN": 53888, + "FP": 1860, + "IoU": 0.8203196008534722, + "TN": 215434, + "TP": 254514, + "n_pred": 256374, + "n_ref": 308402 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0011.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0011.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8629199526582843, + "FN": 90604, + "FP": 2980, + "IoU": 0.7588911217601896, + "TN": 1188948, + "TP": 294556, + "n_pred": 297536, + "n_ref": 385160 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.5, + "FN": 31, + "FP": 19, + "IoU": 0.3333333333333333, + "TN": 1577013, + "TP": 25, + "n_pred": 44, + "n_ref": 56 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 1577080, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 691, + "FP": 299, + "IoU": 0.0, + "TN": 1576098, + "TP": 0, + "n_pred": 299, + "n_ref": 691 + }, + "14": { + "Dice": 0.9740455711483326, + "FN": 4653, + "FP": 1883, + "IoU": 0.9494043241653184, + "TN": 1447907, + "TP": 122645, + "n_pred": 124528, + "n_ref": 127298 + }, + "15": { + "Dice": 0.42058091286307053, + "FN": 3483, + "FP": 8, + "IoU": 0.2662883564522909, + "TN": 1572330, + "TP": 1267, + "n_pred": 1275, + "n_ref": 4750 + }, + "2": { + "Dice": 0.9672559362308094, + "FN": 3988, + "FP": 3784, + "IoU": 0.936588231454587, + "TN": 1454524, + "TP": 114792, + "n_pred": 118576, + "n_ref": 118780 + }, + "3": { + "Dice": 0.952249831316279, + "FN": 10589, + "FP": 1654, + "IoU": 0.9088519952352591, + "TN": 1442768, + "TP": 122077, + "n_pred": 123731, + "n_ref": 132666 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8619647235247911, + "FN": 4545, + "FP": 1254, + "IoU": 0.7574147667851914, + "TN": 1553183, + "TP": 18106, + "n_pred": 19360, + "n_ref": 22651 + }, + "6": { + "Dice": 0.6326553599038846, + "FN": 27838, + "FP": 79787, + "IoU": 0.46268902612542, + "TN": 1376785, + "TP": 92678, + "n_pred": 172465, + "n_ref": 120516 + }, + "7": { + "Dice": 0.5407422572960096, + "FN": 19184, + "FP": 30166, + "IoU": 0.37055980000765276, + "TN": 1498685, + "TP": 29053, + "n_pred": 59219, + "n_ref": 48237 + }, + "8": { + "Dice": 0.9354768942397809, + "FN": 196, + "FP": 699, + "IoU": 0.878775565488284, + "TN": 1569705, + "TP": 6488, + "n_pred": 7187, + "n_ref": 6684 + }, + "9": { + "Dice": 0.8416741328554973, + "FN": 190, + "FP": 1047, + "IoU": 0.7266298342541436, + "TN": 1572563, + "TP": 3288, + "n_pred": 4335, + "n_ref": 3478 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0021.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0021.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9587437239611153, + "FN": 2289, + "FP": 3504, + "IoU": 0.9207567301378857, + "TN": 277360, + "TP": 67311, + "n_pred": 70815, + "n_ref": 69600 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0027.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0027.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8835942061219383, + "FN": 3180, + "FP": 1007, + "IoU": 0.791463293156689, + "TN": 680850, + "TP": 15891, + "n_pred": 16898, + "n_ref": 19071 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 260, + "IoU": 0.0, + "TN": 700668, + "TP": 0, + "n_pred": 260, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.25535475234270416, + "FN": 17760, + "FP": 40, + "IoU": 0.1463648570880491, + "TN": 680076, + "TP": 3052, + "n_pred": 3092, + "n_ref": 20812 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8976195491889615, + "FN": 3186, + "FP": 5562, + "IoU": 0.8142556850754825, + "TN": 653831, + "TP": 38349, + "n_pred": 43911, + "n_ref": 41535 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.905630548461632, + "FN": 4945, + "FP": 7471, + "IoU": 0.8275363929325481, + "TN": 628936, + "TP": 59576, + "n_pred": 67047, + "n_ref": 64521 + }, + "7": { + "Dice": 0.8898068294779828, + "FN": 75995, + "FP": 6035, + "IoU": 0.8014882933026801, + "TN": 287703, + "TP": 331195, + "n_pred": 337230, + "n_ref": 407190 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0050.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0050.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 28828, + "IoU": 0.0, + "TN": 1022564, + "TP": 0, + "n_pred": 28828, + "n_ref": 0 + }, + "10": { + "Dice": 0.40355048343636074, + "FN": 3514, + "FP": 249, + "IoU": 0.25277998411437647, + "TN": 1046356, + "TP": 1273, + "n_pred": 1522, + "n_ref": 4787 + }, + "11": { + "Dice": 0.4406779661016949, + "FN": 29, + "FP": 4, + "IoU": 0.2826086956521739, + "TN": 1051346, + "TP": 13, + "n_pred": 17, + "n_ref": 42 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6102281466290694, + "FN": 28012, + "FP": 2398, + "IoU": 0.43908512404316147, + "TN": 997177, + "TP": 23805, + "n_pred": 26203, + "n_ref": 51817 + }, + "14": { + "Dice": 0.9498046486987617, + "FN": 3953, + "FP": 5143, + "IoU": 0.9044075919036509, + "TN": 956238, + "TP": 86058, + "n_pred": 91201, + "n_ref": 90011 + }, + "15": { + "Dice": 0.8353972185178129, + "FN": 2505, + "FP": 951, + "IoU": 0.7173237362996892, + "TN": 1039166, + "TP": 8770, + "n_pred": 9721, + "n_ref": 11275 + }, + "2": { + "Dice": 0.8814571513884741, + "FN": 279, + "FP": 1309, + "IoU": 0.7880405766150561, + "TN": 1043900, + "TP": 5904, + "n_pred": 7213, + "n_ref": 6183 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.6126320845341018, + "FN": 1248, + "FP": 1978, + "IoU": 0.44157867405227624, + "TN": 1045615, + "TP": 2551, + "n_pred": 4529, + "n_ref": 3799 + }, + "5": { + "Dice": 0.8477332513409176, + "FN": 3225, + "FP": 1232, + "IoU": 0.7357092030360531, + "TN": 1034528, + "TP": 12407, + "n_pred": 13639, + "n_ref": 15632 + }, + "6": { + "Dice": 0.9353537278820802, + "FN": 2279, + "FP": 7896, + "IoU": 0.8785582144775318, + "TN": 967607, + "TP": 73610, + "n_pred": 81506, + "n_ref": 75889 + }, + "7": { + "Dice": 0.8417493437736353, + "FN": 19373, + "FP": 30425, + "IoU": 0.7267419528309135, + "TN": 869154, + "TP": 132440, + "n_pred": 162865, + "n_ref": 151813 + }, + "8": { + "Dice": 0.9350589203931456, + "FN": 1516, + "FP": 3532, + "IoU": 0.8780381734718531, + "TN": 1010002, + "TP": 36342, + "n_pred": 39874, + "n_ref": 37858 + }, + "9": { + "Dice": 0.6674772036474164, + "FN": 3588, + "FP": 241, + "IoU": 0.5009124087591241, + "TN": 1043720, + "TP": 3843, + "n_pred": 4084, + "n_ref": 7431 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0057.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0057.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 412, + "IoU": 0.0, + "TN": 350052, + "TP": 0, + "n_pred": 412, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.637109375, + "FN": 423, + "FP": 1435, + "IoU": 0.46746918887933503, + "TN": 346975, + "TP": 1631, + "n_pred": 3066, + "n_ref": 2054 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9640688259109311, + "FN": 121, + "FP": 163, + "IoU": 0.9306301905227161, + "TN": 346370, + "TP": 3810, + "n_pred": 3973, + "n_ref": 3931 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.961748907768004, + "FN": 12485, + "FP": 1252, + "IoU": 0.926316297631308, + "TN": 164032, + "TP": 172695, + "n_pred": 173947, + "n_ref": 185180 + }, + "7": { + "Dice": 0.4843702579666161, + "FN": 628, + "FP": 4469, + "IoU": 0.3195835002002403, + "TN": 342973, + "TP": 2394, + "n_pred": 6863, + "n_ref": 3022 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8653599921205555, + "FN": 942, + "FP": 1792, + "IoU": 0.7626736111111111, + "TN": 338944, + "TP": 8786, + "n_pred": 10578, + "n_ref": 9728 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0064.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0064.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 100, + "IoU": 0.0, + "TN": 525596, + "TP": 0, + "n_pred": 100, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 66, + "FP": 28747, + "IoU": 0.0, + "TN": 496883, + "TP": 0, + "n_pred": 28747, + "n_ref": 66 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 32187, + "IoU": 0.0, + "TN": 493509, + "TP": 0, + "n_pred": 32187, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 37357, + "IoU": 0.0, + "TN": 488339, + "TP": 0, + "n_pred": 37357, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0075.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0075.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9570707070707071, + "FN": 956, + "FP": 1152, + "IoU": 0.9176755447941889, + "TN": 850554, + "TP": 23498, + "n_pred": 24650, + "n_ref": 24454 + }, + "10": { + "Dice": 0.8209978630493356, + "FN": 5537, + "FP": 4096, + "IoU": 0.6963497667381162, + "TN": 844436, + "TP": 22091, + "n_pred": 26187, + "n_ref": 27628 + }, + "11": { + "Dice": 0.7935656836461126, + "FN": 138, + "FP": 16, + "IoU": 0.6577777777777778, + "TN": 875710, + "TP": 296, + "n_pred": 312, + "n_ref": 434 + }, + "12": { + "Dice": 0.7173199036566674, + "FN": 885, + "FP": 406, + "IoU": 0.5592352338682144, + "TN": 873231, + "TP": 1638, + "n_pred": 2044, + "n_ref": 2523 + }, + "13": { + "Dice": 0.7276946281471168, + "FN": 527, + "FP": 4167, + "IoU": 0.5719496625934707, + "TN": 865194, + "TP": 6272, + "n_pred": 10439, + "n_ref": 6799 + }, + "14": { + "Dice": 0.9894090560245588, + "FN": 1077, + "FP": 2373, + "IoU": 0.9790400972053463, + "TN": 711560, + "TP": 161150, + "n_pred": 163523, + "n_ref": 162227 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9129702414373947, + "FN": 51, + "FP": 104, + "IoU": 0.8398760330578512, + "TN": 875192, + "TP": 813, + "n_pred": 917, + "n_ref": 864 + }, + "3": { + "Dice": 0.9384683488269145, + "FN": 88, + "FP": 468, + "IoU": 0.8840700583819849, + "TN": 871364, + "TP": 4240, + "n_pred": 4708, + "n_ref": 4328 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9950517395082208, + "FN": 1464, + "FP": 290, + "IoU": 0.9901522084542785, + "TN": 698049, + "TP": 176357, + "n_pred": 176647, + "n_ref": 177821 + }, + "7": { + "Dice": 0.9725210001750633, + "FN": 2729, + "FP": 6532, + "IoU": 0.946511802519334, + "TN": 703019, + "TP": 163880, + "n_pred": 170412, + "n_ref": 166609 + }, + "8": { + "Dice": 0.9522605806731186, + "FN": 744, + "FP": 578, + "IoU": 0.9088715792376094, + "TN": 861653, + "TP": 13185, + "n_pred": 13763, + "n_ref": 13929 + }, + "9": { + "Dice": 0.911843644621843, + "FN": 772, + "FP": 1790, + "IoU": 0.8379711611434354, + "TN": 860348, + "TP": 13250, + "n_pred": 15040, + "n_ref": 14022 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0078.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0078.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.887555938647554, + "FN": 6687, + "FP": 2836, + "IoU": 0.7978432080157938, + "TN": 1004285, + "TP": 37584, + "n_pred": 40420, + "n_ref": 44271 + }, + "11": { + "Dice": 0.0, + "FN": 8, + "FP": 0, + "IoU": 0.0, + "TN": 1051384, + "TP": 0, + "n_pred": 0, + "n_ref": 8 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6351336955363801, + "FN": 1850, + "FP": 1575, + "IoU": 0.4653449890727443, + "TN": 1044986, + "TP": 2981, + "n_pred": 4556, + "n_ref": 4831 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 14, + "IoU": 0.0, + "TN": 1051378, + "TP": 0, + "n_pred": 14, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9621410134492596, + "FN": 2881, + "FP": 4086, + "IoU": 0.9270440646728659, + "TN": 955896, + "TP": 88529, + "n_pred": 92615, + "n_ref": 91410 + }, + "3": { + "Dice": 0.9572939183268097, + "FN": 6685, + "FP": 1356, + "IoU": 0.9180860600627522, + "TN": 953228, + "TP": 90123, + "n_pred": 91479, + "n_ref": 96808 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 80, + "IoU": 0.0, + "TN": 1051312, + "TP": 0, + "n_pred": 80, + "n_ref": 0 + }, + "5": { + "Dice": 0.6731707317073171, + "FN": 0, + "FP": 201, + "IoU": 0.5073529411764706, + "TN": 1050984, + "TP": 207, + "n_pred": 408, + "n_ref": 207 + }, + "6": { + "Dice": 0.9900424203526548, + "FN": 2594, + "FP": 2650, + "IoU": 0.9802811923034982, + "TN": 785453, + "TP": 260695, + "n_pred": 263345, + "n_ref": 263289 + }, + "7": { + "Dice": 0.940032414910859, + "FN": 152, + "FP": 33, + "IoU": 0.8868501529051988, + "TN": 1049757, + "TP": 1450, + "n_pred": 1483, + "n_ref": 1602 + }, + "8": { + "Dice": 0.9664252797893351, + "FN": 93, + "FP": 60, + "IoU": 0.935031847133758, + "TN": 1049037, + "TP": 2202, + "n_pred": 2262, + "n_ref": 2295 + }, + "9": { + "Dice": 0.9400779807100349, + "FN": 1777, + "FP": 1727, + "IoU": 0.8869312681510164, + "TN": 1020402, + "TP": 27486, + "n_pred": 29213, + "n_ref": 29263 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0104.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0104.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9892444830704546, + "FN": 3725, + "FP": 854, + "IoU": 0.9787178664881924, + "TN": 836235, + "TP": 210578, + "n_pred": 211432, + "n_ref": 214303 + }, + "10": { + "Dice": 0.8856808170134134, + "FN": 4747, + "FP": 2182, + "IoU": 0.7948178856973646, + "TN": 1017622, + "TP": 26841, + "n_pred": 29023, + "n_ref": 31588 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9191454202077431, + "FN": 2257, + "FP": 483, + "IoU": 0.8503876815550945, + "TN": 1033078, + "TP": 15574, + "n_pred": 16057, + "n_ref": 17831 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9742598940479901, + "FN": 6643, + "FP": 378, + "IoU": 0.9498116417547697, + "TN": 911499, + "TP": 132872, + "n_pred": 133250, + "n_ref": 139515 + }, + "7": { + "Dice": 0.9468494998897292, + "FN": 3305, + "FP": 792, + "IoU": 0.8990638088199063, + "TN": 1010802, + "TP": 36493, + "n_pred": 37285, + "n_ref": 39798 + }, + "8": { + "Dice": 0.9342798259674834, + "FN": 238, + "FP": 49, + "IoU": 0.8766652342071336, + "TN": 1049065, + "TP": 2040, + "n_pred": 2089, + "n_ref": 2278 + }, + "9": { + "Dice": 0.9628525282643806, + "FN": 1147, + "FP": 348, + "IoU": 0.9283660757067561, + "TN": 1030522, + "TP": 19375, + "n_pred": 19723, + "n_ref": 20522 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0124.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0124.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.2337035248672139, + "FN": 1528, + "FP": 59, + "IoU": 0.1323127392017496, + "TN": 523867, + "TP": 242, + "n_pred": 301, + "n_ref": 1770 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 847, + "IoU": 0.0, + "TN": 524849, + "TP": 0, + "n_pred": 847, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 642, + "FP": 0, + "IoU": 0.0, + "TN": 525054, + "TP": 0, + "n_pred": 0, + "n_ref": 642 + }, + "13": { + "Dice": 0.4016724125284237, + "FN": 7188, + "FP": 969, + "IoU": 0.2513079394217531, + "TN": 514801, + "TP": 2738, + "n_pred": 3707, + "n_ref": 9926 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9533988884138521, + "FN": 131, + "FP": 87, + "IoU": 0.9109477124183006, + "TN": 523248, + "TP": 2230, + "n_pred": 2317, + "n_ref": 2361 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9598816265776517, + "FN": 4978, + "FP": 4132, + "IoU": 0.92285806222162, + "TN": 407602, + "TP": 108984, + "n_pred": 113116, + "n_ref": 113962 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.3225806451612903, + "FN": 21, + "FP": 0, + "IoU": 0.19230769230769232, + "TN": 525670, + "TP": 5, + "n_pred": 5, + "n_ref": 26 + }, + "9": { + "Dice": 0.7365160556976413, + "FN": 3716, + "FP": 5556, + "IoU": 0.5829247447258333, + "TN": 503465, + "TP": 12959, + "n_pred": 18515, + "n_ref": 16675 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0156.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0156.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9666193157150746, + "FN": 18225, + "FP": 997, + "IoU": 0.9353951843835285, + "TN": 929092, + "TP": 278310, + "n_pred": 279307, + "n_ref": 296535 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 1226621, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "11": { + "Dice": 0.7985709181850661, + "FN": 2161, + "FP": 658, + "IoU": 0.6646841917449744, + "TN": 1218217, + "TP": 5588, + "n_pred": 6246, + "n_ref": 7749 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9037011846057926, + "FN": 1118, + "FP": 581, + "IoU": 0.8243201323544618, + "TN": 1216953, + "TP": 7972, + "n_pred": 8553, + "n_ref": 9090 + }, + "14": { + "Dice": 0.9911546754659023, + "FN": 494, + "FP": 1873, + "IoU": 0.9824644584873651, + "TN": 1091641, + "TP": 132616, + "n_pred": 134489, + "n_ref": 133110 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9841419798906809, + "FN": 416, + "FP": 54, + "IoU": 0.9687790620433108, + "TN": 1211570, + "TP": 14584, + "n_pred": 14638, + "n_ref": 15000 + }, + "3": { + "Dice": 0.9541049941433287, + "FN": 262, + "FP": 169, + "IoU": 0.9122378334351456, + "TN": 1221713, + "TP": 4480, + "n_pred": 4649, + "n_ref": 4742 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8975031508669142, + "FN": 1990, + "FP": 1019, + "IoU": 0.8140641413829327, + "TN": 1210441, + "TP": 13174, + "n_pred": 14193, + "n_ref": 15164 + }, + "6": { + "Dice": 0.8951732565243956, + "FN": 2294, + "FP": 16922, + "IoU": 0.8102385842945173, + "TN": 1125360, + "TP": 82048, + "n_pred": 98970, + "n_ref": 84342 + }, + "7": { + "Dice": 0.8563571659657069, + "FN": 472, + "FP": 1304, + "IoU": 0.7487977369165488, + "TN": 1219554, + "TP": 5294, + "n_pred": 6598, + "n_ref": 5766 + }, + "8": { + "Dice": 0.9521138652674748, + "FN": 1132, + "FP": 2044, + "IoU": 0.9086043165467625, + "TN": 1191874, + "TP": 31574, + "n_pred": 33618, + "n_ref": 32706 + }, + "9": { + "Dice": 0.9380255189039807, + "FN": 2480, + "FP": 1736, + "IoU": 0.8832844250041526, + "TN": 1190502, + "TP": 31906, + "n_pred": 33642, + "n_ref": 34386 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0159.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0159.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7945205479452054, + "FN": 7, + "FP": 23, + "IoU": 0.6590909090909091, + "TN": 1401768, + "TP": 58, + "n_pred": 81, + "n_ref": 65 + }, + "10": { + "Dice": 0.8378481132972151, + "FN": 1802, + "FP": 1610, + "IoU": 0.7209454485973665, + "TN": 1389629, + "TP": 8815, + "n_pred": 10425, + "n_ref": 10617 + }, + "11": { + "Dice": 0.7337593184238551, + "FN": 1660, + "FP": 340, + "IoU": 0.5794785534062237, + "TN": 1397100, + "TP": 2756, + "n_pred": 3096, + "n_ref": 4416 + }, + "12": { + "Dice": 0.0, + "FN": 37, + "FP": 0, + "IoU": 0.0, + "TN": 1401819, + "TP": 0, + "n_pred": 0, + "n_ref": 37 + }, + "13": { + "Dice": 0.5882352941176471, + "FN": 7, + "FP": 0, + "IoU": 0.4166666666666667, + "TN": 1401844, + "TP": 5, + "n_pred": 5, + "n_ref": 12 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9695804324002819, + "FN": 5070, + "FP": 2397, + "IoU": 0.9409569294756734, + "TN": 1275389, + "TP": 119000, + "n_pred": 121397, + "n_ref": 124070 + }, + "3": { + "Dice": 0.9634165995165189, + "FN": 227, + "FP": 0, + "IoU": 0.9294154228855721, + "TN": 1398640, + "TP": 2989, + "n_pred": 2989, + "n_ref": 3216 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.17083333333333334, + "FN": 391, + "FP": 5579, + "IoU": 0.09339407744874716, + "TN": 1395271, + "TP": 615, + "n_pred": 6194, + "n_ref": 1006 + }, + "6": { + "Dice": 0.9584543661979893, + "FN": 10529, + "FP": 3988, + "IoU": 0.9202231137000605, + "TN": 1219886, + "TP": 167453, + "n_pred": 171441, + "n_ref": 177982 + }, + "7": { + "Dice": 0.001135062478219744, + "FN": 79, + "FP": 100242, + "IoU": 0.0005678535137181454, + "TN": 1301478, + "TP": 57, + "n_pred": 100299, + "n_ref": 136 + }, + "8": { + "Dice": 0.9819616326790316, + "FN": 2011, + "FP": 1958, + "IoU": 0.9645625, + "TN": 1289856, + "TP": 108031, + "n_pred": 109989, + "n_ref": 110042 + }, + "9": { + "Dice": 0.7100418410041841, + "FN": 81, + "FP": 1305, + "IoU": 0.5504378851767758, + "TN": 1398773, + "TP": 1697, + "n_pred": 3002, + "n_ref": 1778 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0175.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0175.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8805742114142026, + "FN": 1324, + "FP": 6180, + "IoU": 0.7866302709772811, + "TN": 665759, + "TP": 27665, + "n_pred": 33845, + "n_ref": 28989 + }, + "11": { + "Dice": 0.8571428571428571, + "FN": 0, + "FP": 2, + "IoU": 0.75, + "TN": 700920, + "TP": 6, + "n_pred": 8, + "n_ref": 6 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.851108852146132, + "FN": 1520, + "FP": 5657, + "IoU": 0.740808956301914, + "TN": 673238, + "TP": 20513, + "n_pred": 26170, + "n_ref": 22033 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9682539682539683, + "FN": 1007, + "FP": 1489, + "IoU": 0.9384615384615385, + "TN": 660368, + "TP": 38064, + "n_pred": 39553, + "n_ref": 39071 + }, + "5": { + "Dice": 0.8700800533689126, + "FN": 1064, + "FP": 494, + "IoU": 0.7700369003690037, + "TN": 694153, + "TP": 5217, + "n_pred": 5711, + "n_ref": 6281 + }, + "6": { + "Dice": 0.9445413861625942, + "FN": 5201, + "FP": 4874, + "IoU": 0.8949108698146467, + "TN": 605057, + "TP": 85796, + "n_pred": 90670, + "n_ref": 90997 + }, + "7": { + "Dice": 0.8460488105082986, + "FN": 5786, + "FP": 2219, + "IoU": 0.7331755608146395, + "TN": 670927, + "TP": 21996, + "n_pred": 24215, + "n_ref": 27782 + }, + "8": { + "Dice": 0.9574973139101971, + "FN": 656, + "FP": 1045, + "IoU": 0.9184602847418628, + "TN": 680067, + "TP": 19160, + "n_pred": 20205, + "n_ref": 19816 + }, + "9": { + "Dice": 0.8357797804100586, + "FN": 4566, + "FP": 3780, + "IoU": 0.7178880475932937, + "TN": 671344, + "TP": 21238, + "n_pred": 25018, + "n_ref": 25804 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0180.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0180.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.19312602291325695, + "FN": 21072, + "FP": 5057, + "IoU": 0.1068840579710145, + "TN": 496440, + "TP": 3127, + "n_pred": 8184, + "n_ref": 24199 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5598984286474901, + "FN": 12777, + "FP": 19460, + "IoU": 0.3887909296020325, + "TN": 472953, + "TP": 20506, + "n_pred": 39966, + "n_ref": 33283 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 23328, + "IoU": 0.0, + "TN": 502368, + "TP": 0, + "n_pred": 23328, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8985612820979785, + "FN": 358, + "FP": 756, + "IoU": 0.8158068783068783, + "TN": 519648, + "TP": 4934, + "n_pred": 5690, + "n_ref": 5292 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8478128797083839, + "FN": 252, + "FP": 750, + "IoU": 0.735829158977063, + "TN": 521903, + "TP": 2791, + "n_pred": 3541, + "n_ref": 3043 + }, + "7": { + "Dice": 0.7836237651676986, + "FN": 39101, + "FP": 807, + "IoU": 0.6442281119342445, + "TN": 413523, + "TP": 72265, + "n_pred": 73072, + "n_ref": 111366 + }, + "8": { + "Dice": 0.9096398851167243, + "FN": 199, + "FP": 1028, + "IoU": 0.8342563825476158, + "TN": 518293, + "TP": 6176, + "n_pred": 7204, + "n_ref": 6375 + }, + "9": { + "Dice": 0.3145759432441148, + "FN": 5954, + "FP": 2548, + "IoU": 0.18664498230173157, + "TN": 515243, + "TP": 1951, + "n_pred": 4499, + "n_ref": 7905 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0235.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0235.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8422986394167289, + "FN": 261, + "FP": 2486, + "IoU": 0.7275612416939403, + "TN": 515613, + "TP": 7336, + "n_pred": 9822, + "n_ref": 7597 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9381163321222947, + "FN": 1214, + "FP": 9040, + "IoU": 0.8834454851323088, + "TN": 437720, + "TP": 77722, + "n_pred": 86762, + "n_ref": 78936 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 632, + "IoU": 0.0, + "TN": 525064, + "TP": 0, + "n_pred": 632, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0239.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0239.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9812916563017353, + "FN": 2873, + "FP": 1489, + "IoU": 0.9632704614348265, + "TN": 2684952, + "TP": 114398, + "n_pred": 115887, + "n_ref": 117271 + }, + "10": { + "Dice": 0.7957648370019504, + "FN": 484, + "FP": 249, + "IoU": 0.6608051827857473, + "TN": 2801551, + "TP": 1428, + "n_pred": 1677, + "n_ref": 1912 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8393370036426764, + "FN": 32766, + "FP": 181, + "IoU": 0.7231530653401452, + "TN": 2684704, + "TP": 86061, + "n_pred": 86242, + "n_ref": 118827 + }, + "15": { + "Dice": 0.9368107302533532, + "FN": 489, + "FP": 359, + "IoU": 0.8811326044294926, + "TN": 2796578, + "TP": 6286, + "n_pred": 6645, + "n_ref": 6775 + }, + "2": { + "Dice": 0.9716291951065268, + "FN": 2436, + "FP": 2768, + "IoU": 0.9448237838754824, + "TN": 2709396, + "TP": 89112, + "n_pred": 91880, + "n_ref": 91548 + }, + "3": { + "Dice": 0.9591966442099911, + "FN": 250, + "FP": 71, + "IoU": 0.9215925744992672, + "TN": 2799618, + "TP": 3773, + "n_pred": 3844, + "n_ref": 4023 + }, + "4": { + "Dice": 0.40471281296023565, + "FN": 2436, + "FP": 1606, + "IoU": 0.2536927621861152, + "TN": 2798296, + "TP": 1374, + "n_pred": 2980, + "n_ref": 3810 + }, + "5": { + "Dice": 0.8437150317045878, + "FN": 3966, + "FP": 2319, + "IoU": 0.7296774193548388, + "TN": 2780462, + "TP": 16965, + "n_pred": 19284, + "n_ref": 20931 + }, + "6": { + "Dice": 0.8790587355556334, + "FN": 8471, + "FP": 53635, + "IoU": 0.784214805395151, + "TN": 2515898, + "TP": 225708, + "n_pred": 279343, + "n_ref": 234179 + }, + "7": { + "Dice": 0.9189440394924602, + "FN": 9113, + "FP": 32921, + "IoU": 0.850042988580378, + "TN": 2523405, + "TP": 238273, + "n_pred": 271194, + "n_ref": 247386 + }, + "8": { + "Dice": 0.978178729386954, + "FN": 509, + "FP": 236, + "IoU": 0.9572894570888035, + "TN": 2786269, + "TP": 16698, + "n_pred": 16934, + "n_ref": 17207 + }, + "9": { + "Dice": 0.7064997981429149, + "FN": 23, + "FP": 1431, + "IoU": 0.5461922596754057, + "TN": 2800508, + "TP": 1750, + "n_pred": 3181, + "n_ref": 1773 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0242.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0242.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9573729148633775, + "FN": 983, + "FP": 3006, + "IoU": 0.9182313873401116, + "TN": 476912, + "TP": 44795, + "n_pred": 47801, + "n_ref": 45778 + }, + "10": { + "Dice": 0.8480877071388067, + "FN": 3999, + "FP": 823, + "IoU": 0.7362432994201947, + "TN": 507414, + "TP": 13460, + "n_pred": 14283, + "n_ref": 17459 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6144830620325561, + "FN": 18890, + "FP": 3017, + "IoU": 0.44350454707107656, + "TN": 486330, + "TP": 17459, + "n_pred": 20476, + "n_ref": 36349 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9015848731862405, + "FN": 2611, + "FP": 1506, + "IoU": 0.8208052230685527, + "TN": 502721, + "TP": 18858, + "n_pred": 20364, + "n_ref": 21469 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.912586315128688, + "FN": 1208, + "FP": 1020, + "IoU": 0.8392264396016741, + "TN": 511838, + "TP": 11630, + "n_pred": 12650, + "n_ref": 12838 + }, + "7": { + "Dice": 0.7094901044529962, + "FN": 1834, + "FP": 15076, + "IoU": 0.5497750206342021, + "TN": 488137, + "TP": 20649, + "n_pred": 35725, + "n_ref": 22483 + }, + "8": { + "Dice": 0.9215792320173066, + "FN": 60, + "FP": 85, + "IoU": 0.8545636910732196, + "TN": 524699, + "TP": 852, + "n_pred": 937, + "n_ref": 912 + }, + "9": { + "Dice": 0.9092655897401524, + "FN": 860, + "FP": 3201, + "IoU": 0.8336269408824614, + "TN": 501287, + "TP": 20348, + "n_pred": 23549, + "n_ref": 21208 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0281.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0281.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 1752313, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "10": { + "Dice": 0.8948243086524551, + "FN": 4308, + "FP": 4489, + "IoU": 0.8096670200566867, + "TN": 1706101, + "TP": 37422, + "n_pred": 41911, + "n_ref": 41730 + }, + "11": { + "Dice": 0.7590361445783133, + "FN": 13, + "FP": 27, + "IoU": 0.6116504854368932, + "TN": 1752217, + "TP": 63, + "n_pred": 90, + "n_ref": 76 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8904602951510893, + "FN": 1036, + "FP": 1458, + "IoU": 0.8025492835088275, + "TN": 1739689, + "TP": 10137, + "n_pred": 11595, + "n_ref": 11173 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8627174134491924, + "FN": 22707, + "FP": 6268, + "IoU": 0.758577879984669, + "TN": 1632302, + "TP": 91043, + "n_pred": 97311, + "n_ref": 113750 + }, + "3": { + "Dice": 0.8826903712507634, + "FN": 4949, + "FP": 23477, + "IoU": 0.7900141093734995, + "TN": 1616949, + "TP": 106945, + "n_pred": 130422, + "n_ref": 111894 + }, + "4": { + "Dice": 0.9027679205110007, + "FN": 594, + "FP": 1598, + "IoU": 0.8227684346701164, + "TN": 1739952, + "TP": 10176, + "n_pred": 11774, + "n_ref": 10770 + }, + "5": { + "Dice": 0.9157212317666127, + "FN": 465, + "FP": 263, + "IoU": 0.8445440956651719, + "TN": 1747637, + "TP": 3955, + "n_pred": 4218, + "n_ref": 4420 + }, + "6": { + "Dice": 0.9685735515296837, + "FN": 5522, + "FP": 11988, + "IoU": 0.9390621628581969, + "TN": 1464978, + "TP": 269832, + "n_pred": 281820, + "n_ref": 275354 + }, + "7": { + "Dice": 0.8855455833726972, + "FN": 3387, + "FP": 1459, + "IoU": 0.7946000932479973, + "TN": 1728727, + "TP": 18747, + "n_pred": 20206, + "n_ref": 22134 + }, + "8": { + "Dice": 0.8929663608562691, + "FN": 27, + "FP": 78, + "IoU": 0.8066298342541437, + "TN": 1751777, + "TP": 438, + "n_pred": 516, + "n_ref": 465 + }, + "9": { + "Dice": 0.8944506738316373, + "FN": 5736, + "FP": 4242, + "IoU": 0.8090554194733619, + "TN": 1700064, + "TP": 42278, + "n_pred": 46520, + "n_ref": 48014 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0282.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0282.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 63, + "IoU": 0.0, + "TN": 525633, + "TP": 0, + "n_pred": 63, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9389906385418619, + "FN": 4911, + "FP": 622, + "IoU": 0.8849975058197539, + "TN": 477584, + "TP": 42579, + "n_pred": 43201, + "n_ref": 47490 + }, + "15": { + "Dice": 0.833030457221778, + "FN": 8972, + "FP": 2513, + "IoU": 0.7138407873427183, + "TN": 485561, + "TP": 28650, + "n_pred": 31163, + "n_ref": 37622 + }, + "2": { + "Dice": 0.5, + "FN": 0, + "FP": 2, + "IoU": 0.3333333333333333, + "TN": 525693, + "TP": 1, + "n_pred": 3, + "n_ref": 1 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.5732563269562427, + "FN": 369, + "FP": 20911, + "IoU": 0.401793495066483, + "TN": 490123, + "TP": 14293, + "n_pred": 35204, + "n_ref": 14662 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 525694, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 52, + "IoU": 0.0, + "TN": 525644, + "TP": 0, + "n_pred": 52, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0296.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0296.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9572659430122117, + "FN": 4754, + "FP": 7844, + "IoU": 0.9180346000949908, + "TN": 1248157, + "TP": 141101, + "n_pred": 148945, + "n_ref": 145855 + }, + "10": { + "Dice": 0.16228070175438597, + "FN": 358, + "FP": 1552, + "IoU": 0.0883054892601432, + "TN": 1399761, + "TP": 185, + "n_pred": 1737, + "n_ref": 543 + }, + "11": { + "Dice": 0.5946601941747572, + "FN": 253, + "FP": 81, + "IoU": 0.4231433506044905, + "TN": 1401277, + "TP": 245, + "n_pred": 326, + "n_ref": 498 + }, + "12": { + "Dice": 0.6657888962036428, + "FN": 2752, + "FP": 294, + "IoU": 0.4990131578947368, + "TN": 1395776, + "TP": 3034, + "n_pred": 3328, + "n_ref": 5786 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 6015, + "IoU": 0.0, + "TN": 1395841, + "TP": 0, + "n_pred": 6015, + "n_ref": 0 + }, + "14": { + "Dice": 0.9087865272416077, + "FN": 6556, + "FP": 745, + "IoU": 0.8328219454112474, + "TN": 1358184, + "TP": 36371, + "n_pred": 37116, + "n_ref": 42927 + }, + "15": { + "Dice": 0.032582801813571045, + "FN": 12556, + "FP": 33, + "IoU": 0.01656120615576908, + "TN": 1389055, + "TP": 212, + "n_pred": 245, + "n_ref": 12768 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.884779254277884, + "FN": 948, + "FP": 4055, + "IoU": 0.7933669254914918, + "TN": 1377644, + "TP": 19209, + "n_pred": 23264, + "n_ref": 20157 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.4734628353951811, + "FN": 502132, + "FP": 354, + "IoU": 0.3101548042020637, + "TN": 673452, + "TP": 225918, + "n_pred": 226272, + "n_ref": 728050 + }, + "7": { + "Dice": 0.6081655246701176, + "FN": 38084, + "FP": 14298, + "IoU": 0.4369524792278009, + "TN": 1308823, + "TP": 40651, + "n_pred": 54949, + "n_ref": 78735 + }, + "8": { + "Dice": 0.971178681942562, + "FN": 612, + "FP": 515, + "IoU": 0.9439721600795427, + "TN": 1381741, + "TP": 18988, + "n_pred": 19503, + "n_ref": 19600 + }, + "9": { + "Dice": 0.4192898781134075, + "FN": 2250, + "FP": 3229, + "IoU": 0.26525412364221534, + "TN": 1394399, + "TP": 1978, + "n_pred": 5207, + "n_ref": 4228 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0317.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0317.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 350457, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9513687762862971, + "FN": 1341, + "FP": 2521, + "IoU": 0.9072481867524858, + "TN": 308826, + "TP": 37776, + "n_pred": 40297, + "n_ref": 39117 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.977171133717187, + "FN": 1735, + "FP": 1988, + "IoU": 0.9553613179382037, + "TN": 267061, + "TP": 79680, + "n_pred": 81668, + "n_ref": 81415 + }, + "7": { + "Dice": 0.9479319226301702, + "FN": 637, + "FP": 394, + "IoU": 0.9010176651305684, + "TN": 340048, + "TP": 9385, + "n_pred": 9779, + "n_ref": 10022 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0321.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0321.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8935121696585772, + "FN": 20838, + "FP": 3234, + "IoU": 0.8075210094112567, + "TN": 2328185, + "TP": 100991, + "n_pred": 104225, + "n_ref": 121829 + }, + "10": { + "Dice": 0.5004914036274523, + "FN": 27463, + "FP": 11672, + "IoU": 0.3337702797024225, + "TN": 2394507, + "TP": 19606, + "n_pred": 31278, + "n_ref": 47069 + }, + "11": { + "Dice": 0.21218715995647444, + "FN": 795, + "FP": 2101, + "IoU": 0.11868533171028606, + "TN": 2449962, + "TP": 390, + "n_pred": 2491, + "n_ref": 1185 + }, + "12": { + "Dice": 0.5187872505830526, + "FN": 791, + "FP": 2923, + "IoU": 0.35024492652204336, + "TN": 2447532, + "TP": 2002, + "n_pred": 4925, + "n_ref": 2793 + }, + "13": { + "Dice": 0.4093862428180207, + "FN": 14915, + "FP": 7083, + "IoU": 0.2573762743906556, + "TN": 2423626, + "TP": 7624, + "n_pred": 14707, + "n_ref": 22539 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.664687333633646, + "FN": 80119, + "FP": 1761, + "IoU": 0.4977765510473211, + "TN": 2290213, + "TP": 81155, + "n_pred": 82916, + "n_ref": 161274 + }, + "3": { + "Dice": 0.25258894614662736, + "FN": 397, + "FP": 181191, + "IoU": 0.14455038818120147, + "TN": 2240976, + "TP": 30684, + "n_pred": 211875, + "n_ref": 31081 + }, + "4": { + "Dice": 0.0, + "FN": 64513, + "FP": 0, + "IoU": 0.0, + "TN": 2388735, + "TP": 0, + "n_pred": 0, + "n_ref": 64513 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.656577133539605, + "FN": 338385, + "FP": 13132, + "IoU": 0.4887345227862112, + "TN": 1765705, + "TP": 336026, + "n_pred": 349158, + "n_ref": 674411 + }, + "7": { + "Dice": 0.25706451367202376, + "FN": 23906, + "FP": 34618, + "IoU": 0.1474894026132937, + "TN": 2384599, + "TP": 10125, + "n_pred": 44743, + "n_ref": 34031 + }, + "8": { + "Dice": 0.9463185536814464, + "FN": 1134, + "FP": 992, + "IoU": 0.8981068775461298, + "TN": 2432383, + "TP": 18739, + "n_pred": 19731, + "n_ref": 19873 + }, + "9": { + "Dice": 0.6037289550577432, + "FN": 7295, + "FP": 4097, + "IoU": 0.4323866467364225, + "TN": 2433178, + "TP": 8678, + "n_pred": 12775, + "n_ref": 15973 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0330.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0330.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9076727386180911, + "FN": 1045, + "FP": 2802, + "IoU": 0.8309531133277673, + "TN": 152475, + "TP": 18910, + "n_pred": 21712, + "n_ref": 19955 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8137078072661685, + "FN": 972, + "FP": 474, + "IoU": 0.6859252823631624, + "TN": 170628, + "TP": 3158, + "n_pred": 3632, + "n_ref": 4130 + }, + "13": { + "Dice": 0.1867145421903052, + "FN": 1359, + "FP": 0, + "IoU": 0.10297029702970296, + "TN": 173717, + "TP": 156, + "n_pred": 156, + "n_ref": 1515 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9278715296679368, + "FN": 422, + "FP": 108, + "IoU": 0.8654480832698654, + "TN": 171293, + "TP": 3409, + "n_pred": 3517, + "n_ref": 3831 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.9725678484644436, + "FN": 365, + "FP": 572, + "IoU": 0.9466005585000284, + "TN": 157685, + "TP": 16610, + "n_pred": 17182, + "n_ref": 16975 + }, + "8": { + "Dice": 0.9624525230602279, + "FN": 520, + "FP": 172, + "IoU": 0.9276226336157306, + "TN": 165671, + "TP": 8869, + "n_pred": 9041, + "n_ref": 9389 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0332.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0332.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9303452353578819, + "FN": 14472, + "FP": 19456, + "IoU": 0.8697621570162912, + "TN": 3244132, + "TP": 226580, + "n_pred": 246036, + "n_ref": 241052 + }, + "10": { + "Dice": 0.891377926654803, + "FN": 7315, + "FP": 2024, + "IoU": 0.804041294221327, + "TN": 3456982, + "TP": 38319, + "n_pred": 40343, + "n_ref": 45634 + }, + "11": { + "Dice": 0.6863665187064045, + "FN": 1246, + "FP": 1227, + "IoU": 0.5224946900946129, + "TN": 3499461, + "TP": 2706, + "n_pred": 3933, + "n_ref": 3952 + }, + "12": { + "Dice": 0.7450582868727825, + "FN": 1982, + "FP": 533, + "IoU": 0.5936995153473344, + "TN": 3498450, + "TP": 3675, + "n_pred": 4208, + "n_ref": 5657 + }, + "13": { + "Dice": 0.8058119861082252, + "FN": 8487, + "FP": 4597, + "IoU": 0.6747781561482439, + "TN": 3464409, + "TP": 27147, + "n_pred": 31744, + "n_ref": 35634 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3504640, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3504640, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.95998164499345, + "FN": 5562, + "FP": 5252, + "IoU": 0.9230429832052377, + "TN": 3364120, + "TP": 129706, + "n_pred": 134958, + "n_ref": 135268 + }, + "3": { + "Dice": 0.9782046042773465, + "FN": 372, + "FP": 588, + "IoU": 0.9573390214638048, + "TN": 3482137, + "TP": 21543, + "n_pred": 22131, + "n_ref": 21915 + }, + "4": { + "Dice": 0.0, + "FN": 1885, + "FP": 592, + "IoU": 0.0, + "TN": 3502163, + "TP": 0, + "n_pred": 592, + "n_ref": 1885 + }, + "5": { + "Dice": 0.8472902853848371, + "FN": 2740, + "FP": 1498, + "IoU": 0.7350422006877149, + "TN": 3488645, + "TP": 11757, + "n_pred": 13255, + "n_ref": 14497 + }, + "6": { + "Dice": 0.7438140759709978, + "FN": 9461, + "FP": 311966, + "IoU": 0.5921210083180529, + "TN": 2716595, + "TP": 466618, + "n_pred": 778584, + "n_ref": 476079 + }, + "7": { + "Dice": 0.6621098380086922, + "FN": 41418, + "FP": 26998, + "IoU": 0.4948910282913, + "TN": 3369192, + "TP": 67032, + "n_pred": 94030, + "n_ref": 108450 + }, + "8": { + "Dice": 0.5490897677338356, + "FN": 431, + "FP": 42667, + "IoU": 0.37844503093497167, + "TN": 3435301, + "TP": 26241, + "n_pred": 68908, + "n_ref": 26672 + }, + "9": { + "Dice": 0.9709500364426066, + "FN": 1229, + "FP": 724, + "IoU": 0.9435402272267353, + "TN": 3470049, + "TP": 32638, + "n_pred": 33362, + "n_ref": 33867 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0349.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0349.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.7976084873860129, + "FN": 6562, + "FP": 4846, + "IoU": 0.6633517278012218, + "TN": 667041, + "TP": 22479, + "n_pred": 27325, + "n_ref": 29041 + }, + "15": { + "Dice": 0.8692007029316855, + "FN": 9429, + "FP": 20120, + "IoU": 0.7686604556486338, + "TN": 573198, + "TP": 98181, + "n_pred": 118301, + "n_ref": 107610 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 59, + "IoU": 0.0, + "TN": 700869, + "TP": 0, + "n_pred": 59, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9991786506403377, + "FN": 134, + "FP": 153, + "IoU": 0.9983586494029373, + "TN": 526072, + "TP": 174569, + "n_pred": 174722, + "n_ref": 174703 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 107, + "IoU": 0.0, + "TN": 700821, + "TP": 0, + "n_pred": 107, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0390.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0390.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7489131711902244, + "FN": 936, + "FP": 1201, + "IoU": 0.5986100676183321, + "TN": 520372, + "TP": 3187, + "n_pred": 4388, + "n_ref": 4123 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9240707162284678, + "FN": 993, + "FP": 347, + "IoU": 0.8588582262481568, + "TN": 516202, + "TP": 8154, + "n_pred": 8501, + "n_ref": 9147 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9693472773169852, + "FN": 96, + "FP": 74, + "IoU": 0.940517844646606, + "TN": 522838, + "TP": 2688, + "n_pred": 2762, + "n_ref": 2784 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.877530091218222, + "FN": 717, + "FP": 1552, + "IoU": 0.7817849586458935, + "TN": 515298, + "TP": 8129, + "n_pred": 9681, + "n_ref": 8846 + }, + "6": { + "Dice": 0.8379120879120879, + "FN": 190, + "FP": 518, + "IoU": 0.7210401891252955, + "TN": 523158, + "TP": 1830, + "n_pred": 2348, + "n_ref": 2020 + }, + "7": { + "Dice": 0.9870144905165261, + "FN": 3017, + "FP": 1021, + "IoU": 0.9743619047619048, + "TN": 368196, + "TP": 153462, + "n_pred": 154483, + "n_ref": 156479 + }, + "8": { + "Dice": 0.9690183643810278, + "FN": 460, + "FP": 1416, + "IoU": 0.9398987633754085, + "TN": 494482, + "TP": 29338, + "n_pred": 30754, + "n_ref": 29798 + }, + "9": { + "Dice": 0.7488721804511278, + "FN": 32, + "FP": 135, + "IoU": 0.5985576923076923, + "TN": 525280, + "TP": 249, + "n_pred": 384, + "n_ref": 281 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0392.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0392.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.905411202924773, + "FN": 5602, + "FP": 4540, + "IoU": 0.8271701714324665, + "TN": 817478, + "TP": 48540, + "n_pred": 53080, + "n_ref": 54142 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 876154, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8509904065152875, + "FN": 1686, + "FP": 2632, + "IoU": 0.7406295050456512, + "TN": 859512, + "TP": 12330, + "n_pred": 14962, + "n_ref": 14016 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9784084081126072, + "FN": 3556, + "FP": 828, + "IoU": 0.9577295035337904, + "TN": 772447, + "TP": 99329, + "n_pred": 100157, + "n_ref": 102885 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8948500418210061, + "FN": 1089, + "FP": 671, + "IoU": 0.8097091577467834, + "TN": 866911, + "TP": 7489, + "n_pred": 8160, + "n_ref": 8578 + }, + "6": { + "Dice": 0.500578034682081, + "FN": 253, + "FP": 611, + "IoU": 0.3338473400154202, + "TN": 874863, + "TP": 433, + "n_pred": 1044, + "n_ref": 686 + }, + "7": { + "Dice": 0.7277363576754013, + "FN": 978, + "FP": 10233, + "IoU": 0.5720012216538138, + "TN": 849966, + "TP": 14983, + "n_pred": 25216, + "n_ref": 15961 + }, + "8": { + "Dice": 0.9573984105141958, + "FN": 697, + "FP": 2337, + "IoU": 0.918278295534127, + "TN": 839034, + "TP": 34092, + "n_pred": 36429, + "n_ref": 34789 + }, + "9": { + "Dice": 0.9621322124570119, + "FN": 1366, + "FP": 616, + "IoU": 0.9270277235742425, + "TN": 848999, + "TP": 25179, + "n_pred": 25795, + "n_ref": 26545 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0398.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0398.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8666740063855555, + "FN": 175, + "FP": 1036, + "IoU": 0.7647173110549835, + "TN": 695781, + "TP": 3936, + "n_pred": 4972, + "n_ref": 4111 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7827101073676416, + "FN": 3353, + "FP": 8385, + "IoU": 0.6429940083335868, + "TN": 668049, + "TP": 21141, + "n_pred": 29526, + "n_ref": 24494 + }, + "14": { + "Dice": 0.41036456764085566, + "FN": 4068, + "FP": 1803, + "IoU": 0.25815011372251706, + "TN": 693014, + "TP": 2043, + "n_pred": 3846, + "n_ref": 6111 + }, + "15": { + "Dice": 0.9366080033393286, + "FN": 5088, + "FP": 5239, + "IoU": 0.8807739820127689, + "TN": 614311, + "TP": 76290, + "n_pred": 81529, + "n_ref": 81378 + }, + "2": { + "Dice": 0.9416581371545547, + "FN": 166, + "FP": 62, + "IoU": 0.8897485493230174, + "TN": 698860, + "TP": 1840, + "n_pred": 1902, + "n_ref": 2006 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8614138501335821, + "FN": 5774, + "FP": 762, + "IoU": 0.7565644902975902, + "TN": 674079, + "TP": 20313, + "n_pred": 21075, + "n_ref": 26087 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9487179487179487, + "FN": 859, + "FP": 2497, + "IoU": 0.9024390243902439, + "TN": 666529, + "TP": 31043, + "n_pred": 33540, + "n_ref": 31902 + }, + "7": { + "Dice": 0.8996834987240234, + "FN": 25482, + "FP": 1681, + "IoU": 0.8176588260566028, + "TN": 551960, + "TP": 121805, + "n_pred": 123486, + "n_ref": 147287 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9420718191222107, + "FN": 475, + "FP": 309, + "IoU": 0.8904874982539461, + "TN": 693769, + "TP": 6375, + "n_pred": 6684, + "n_ref": 6850 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0404.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0404.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": 0.744166389454595, + "FN": 4900.124444444445, + "FP": 4736.839999999999, + "IoU": 0.6601264859302627, + "TN": 803892.0800000001, + "TP": 21743.488888888885, + "n_pred": 26480.32888888889, + "n_ref": 26643.613333333335 + }, + "mean": { + "1": { + "Dice": 0.694725502168963, + "FN": 758.8333333333334, + "FP": 3401.233333333333, + "IoU": 0.628735487961488, + "TN": 812558.5666666667, + "TP": 18553.9, + "n_pred": 21955.133333333335, + "n_ref": 19312.733333333334 + }, + "10": { + "Dice": 0.7297342881750558, + "FN": 2832.0333333333333, + "FP": 1643.2333333333333, + "IoU": 0.6255639646559709, + "TN": 820401.4, + "TP": 10395.866666666667, + "n_pred": 12039.1, + "n_ref": 13227.9 + }, + "11": { + "Dice": 0.6820540958057845, + "FN": 241.26666666666668, + "FP": 215.1, + "IoU": 0.550026511979693, + "TN": 834102.3666666667, + "TP": 713.8, + "n_pred": 928.9, + "n_ref": 955.0666666666667 + }, + "12": { + "Dice": 0.5564196271563209, + "FN": 393.4, + "FP": 310.56666666666666, + "IoU": 0.45433745948597337, + "TN": 833393.1, + "TP": 1175.4666666666667, + "n_pred": 1486.0333333333333, + "n_ref": 1568.8666666666666 + }, + "13": { + "Dice": 0.651552519778915, + "FN": 1942.1, + "FP": 1158.1, + "IoU": 0.5416289606607134, + "TN": 826082.7333333333, + "TP": 6089.6, + "n_pred": 7247.7, + "n_ref": 8031.7 + }, + "14": { + "Dice": 0.586132767353306, + "FN": 1925.5, + "FP": 2453.266666666667, + "IoU": 0.506122974584108, + "TN": 823180.3333333334, + "TP": 7713.433333333333, + "n_pred": 10166.7, + "n_ref": 9638.933333333332 + }, + "15": { + "Dice": 0.7356897908879251, + "FN": 1255.3, + "FP": 2224.6, + "IoU": 0.6539982723941334, + "TN": 819834.2666666667, + "TP": 11958.366666666667, + "n_pred": 14182.966666666667, + "n_ref": 13213.666666666666 + }, + "2": { + "Dice": 0.8347481067470787, + "FN": 3021.1666666666665, + "FP": 1026.5, + "IoU": 0.784081735232258, + "TN": 808015.1333333333, + "TP": 23209.733333333334, + "n_pred": 24236.233333333334, + "n_ref": 26230.9 + }, + "3": { + "Dice": 0.8752861474931068, + "FN": 23218.033333333333, + "FP": 1125.5, + "IoU": 0.8259239835615344, + "TN": 784992.2, + "TP": 25936.8, + "n_pred": 27062.3, + "n_ref": 49154.833333333336 + }, + "4": { + "Dice": 0.7096786766337769, + "FN": 1215.9, + "FP": 2187.1, + "IoU": 0.620611908509637, + "TN": 824294.4, + "TP": 7575.133333333333, + "n_pred": 9762.233333333334, + "n_ref": 8791.033333333333 + }, + "5": { + "Dice": 0.7277539352499717, + "FN": 814.7, + "FP": 389.4, + "IoU": 0.6187885484928102, + "TN": 831466.4, + "TP": 2602.0333333333333, + "n_pred": 2991.4333333333334, + "n_ref": 3416.733333333333 + }, + "6": { + "Dice": 0.8439191698174936, + "FN": 23264.133333333335, + "FP": 24078.333333333332, + "IoU": 0.7770432639212053, + "TN": 659528.8333333334, + "TP": 128401.23333333334, + "n_pred": 152479.56666666668, + "n_ref": 151665.36666666667 + }, + "7": { + "Dice": 0.7329199892776942, + "FN": 10767.0, + "FP": 28127.8, + "IoU": 0.6593231795030416, + "TN": 742772.5333333333, + "TP": 53605.2, + "n_pred": 81733.0, + "n_ref": 64372.2 + }, + "8": { + "Dice": 0.939679973890941, + "FN": 822.1666666666666, + "FP": 1535.3666666666666, + "IoU": 0.8882173727437773, + "TN": 813024.5, + "TP": 19890.5, + "n_pred": 21425.866666666665, + "n_ref": 20712.666666666668 + }, + "9": { + "Dice": 0.862201251382592, + "FN": 1030.3333333333333, + "FP": 1176.5, + "IoU": 0.7674936652675948, + "TN": 824734.4333333333, + "TP": 8331.266666666666, + "n_pred": 9507.766666666666, + "n_ref": 9361.6 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9539580546531626, + "FN": 3746, + "FP": 3964, + "IoU": 0.9119692177705719, + "TN": 788577, + "TP": 79873, + "n_pred": 83837, + "n_ref": 83619 + }, + "10": { + "Dice": 0.6541050782965022, + "FN": 4607, + "FP": 4847, + "IoU": 0.48600010873701954, + "TN": 857767, + "TP": 8939, + "n_pred": 13786, + "n_ref": 13546 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7455553431466259, + "FN": 963, + "FP": 368, + "IoU": 0.5943309966473637, + "TN": 872879, + "TP": 1950, + "n_pred": 2318, + "n_ref": 2913 + }, + "13": { + "Dice": 0.662557781201849, + "FN": 568, + "FP": 1184, + "IoU": 0.49539170506912444, + "TN": 872688, + "TP": 1720, + "n_pred": 2904, + "n_ref": 2288 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8642672312397083, + "FN": 196, + "FP": 381, + "IoU": 0.7609776304888153, + "TN": 873746, + "TP": 1837, + "n_pred": 2218, + "n_ref": 2033 + }, + "3": { + "Dice": 0.8671688880303908, + "FN": 1607, + "FP": 456, + "IoU": 0.7654882346254405, + "TN": 867363, + "TP": 6734, + "n_pred": 7190, + "n_ref": 8341 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9716677608199096, + "FN": 8597, + "FP": 1847, + "IoU": 0.9448967209222571, + "TN": 686625, + "TP": 179091, + "n_pred": 180938, + "n_ref": 187688 + }, + "7": { + "Dice": 0.855787164658823, + "FN": 19768, + "FP": 4820, + "IoU": 0.7479265554678449, + "TN": 778617, + "TP": 72955, + "n_pred": 77775, + "n_ref": 92723 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0001.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0001.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8818223096715605, + "FN": 878, + "FP": 6930, + "IoU": 0.7886244890224424, + "TN": 1189685, + "TP": 29131, + "n_pred": 36061, + "n_ref": 30009 + }, + "10": { + "Dice": 0.0, + "FN": 8313, + "FP": 0, + "IoU": 0.0, + "TN": 1218311, + "TP": 0, + "n_pred": 0, + "n_ref": 8313 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 236, + "IoU": 0.0, + "TN": 1226388, + "TP": 0, + "n_pred": 236, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 8374, + "FP": 0, + "IoU": 0.0, + "TN": 1218250, + "TP": 0, + "n_pred": 0, + "n_ref": 8374 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8838174273858921, + "FN": 125, + "FP": 43, + "IoU": 0.79182156133829, + "TN": 1225817, + "TP": 639, + "n_pred": 682, + "n_ref": 764 + }, + "3": { + "Dice": 0.0, + "FN": 569483, + "FP": 0, + "IoU": 0.0, + "TN": 657141, + "TP": 0, + "n_pred": 0, + "n_ref": 569483 + }, + "4": { + "Dice": 0.8318527918781726, + "FN": 8309, + "FP": 701, + "IoU": 0.7121129820749592, + "TN": 1195327, + "TP": 22287, + "n_pred": 22988, + "n_ref": 30596 + }, + "5": { + "Dice": 0.5140255544132766, + "FN": 2289, + "FP": 1020, + "IoU": 0.34591816564538447, + "TN": 1221565, + "TP": 1750, + "n_pred": 2770, + "n_ref": 4039 + }, + "6": { + "Dice": 0.32151228398840564, + "FN": 8051, + "FP": 451906, + "IoU": 0.19154878580367563, + "TN": 657688, + "TP": 108979, + "n_pred": 560885, + "n_ref": 117030 + }, + "7": { + "Dice": 0.7610939739136771, + "FN": 26373, + "FP": 52315, + "IoU": 0.6143274452526124, + "TN": 1022596, + "TP": 125340, + "n_pred": 177655, + "n_ref": 151713 + }, + "8": { + "Dice": 0.9141827202604752, + "FN": 535, + "FP": 3893, + "IoU": 0.8419305322528826, + "TN": 1198611, + "TP": 23585, + "n_pred": 27478, + "n_ref": 24120 + }, + "9": { + "Dice": 0.7655463048617536, + "FN": 2032, + "FP": 7092, + "IoU": 0.6201498751040799, + "TN": 1202604, + "TP": 14896, + "n_pred": 21988, + "n_ref": 16928 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0005.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0005.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0035.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0035.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8969746110576192, + "FN": 736, + "FP": 1297, + "IoU": 0.8131948911145824, + "TN": 690045, + "TP": 8850, + "n_pred": 10147, + "n_ref": 9586 + }, + "11": { + "Dice": 0.7993741307371349, + "FN": 171, + "FP": 983, + "IoU": 0.6657978569359977, + "TN": 697475, + "TP": 2299, + "n_pred": 3282, + "n_ref": 2470 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 1429, + "IoU": 0.0, + "TN": 699499, + "TP": 0, + "n_pred": 1429, + "n_ref": 0 + }, + "13": { + "Dice": 0.8909792571152918, + "FN": 1069, + "FP": 2095, + "IoU": 0.8033927794693345, + "TN": 684835, + "TP": 12929, + "n_pred": 15024, + "n_ref": 13998 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9376344086021505, + "FN": 242, + "FP": 193, + "IoU": 0.8825910931174089, + "TN": 697223, + "TP": 3270, + "n_pred": 3463, + "n_ref": 3512 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 192, + "IoU": 0.0, + "TN": 700736, + "TP": 0, + "n_pred": 192, + "n_ref": 0 + }, + "5": { + "Dice": 0.8266003729024238, + "FN": 2731, + "FP": 1175, + "IoU": 0.7044491525423728, + "TN": 687712, + "TP": 9310, + "n_pred": 10485, + "n_ref": 12041 + }, + "6": { + "Dice": 0.86188655377627, + "FN": 2228, + "FP": 7380, + "IoU": 0.7572940611817011, + "TN": 661341, + "TP": 29979, + "n_pred": 37359, + "n_ref": 32207 + }, + "7": { + "Dice": 0.8267270668176671, + "FN": 1328, + "FP": 661, + "IoU": 0.7046332046332047, + "TN": 694194, + "TP": 4745, + "n_pred": 5406, + "n_ref": 6073 + }, + "8": { + "Dice": 0.952161602501796, + "FN": 2171, + "FP": 2357, + "IoU": 0.9086912684008873, + "TN": 651338, + "TP": 45062, + "n_pred": 47419, + "n_ref": 47233 + }, + "9": { + "Dice": 0.8068601521630219, + "FN": 9157, + "FP": 7420, + "IoU": 0.6762494385094623, + "TN": 649725, + "TP": 34626, + "n_pred": 42046, + "n_ref": 43783 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0059.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0059.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8685193882343332, + "FN": 284, + "FP": 6155, + "IoU": 0.7675954666859164, + "TN": 1023686, + "TP": 21267, + "n_pred": 27422, + "n_ref": 21551 + }, + "10": { + "Dice": 0.2798469387755102, + "FN": 5599, + "FP": 47, + "IoU": 0.16268723120272877, + "TN": 1044649, + "TP": 1097, + "n_pred": 1144, + "n_ref": 6696 + }, + "11": { + "Dice": 0.7686395080707148, + "FN": 367, + "FP": 536, + "IoU": 0.6242197253433208, + "TN": 1048989, + "TP": 1500, + "n_pred": 2036, + "n_ref": 1867 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9082528807225163, + "FN": 1188, + "FP": 285, + "IoU": 0.831926061159288, + "TN": 1042628, + "TP": 7291, + "n_pred": 7576, + "n_ref": 8479 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9554128983634798, + "FN": 2949, + "FP": 3677, + "IoU": 0.9146321037916951, + "TN": 973775, + "TP": 70991, + "n_pred": 74668, + "n_ref": 73940 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7844160215415685, + "FN": 2281, + "FP": 281, + "IoU": 0.6452997369514052, + "TN": 1044169, + "TP": 4661, + "n_pred": 4942, + "n_ref": 6942 + }, + "6": { + "Dice": 0.5214508094645081, + "FN": 2785, + "FP": 120183, + "IoU": 0.3526773493925165, + "TN": 861428, + "TP": 66996, + "n_pred": 187179, + "n_ref": 69781 + }, + "7": { + "Dice": 0.8352806072111844, + "FN": 130401, + "FP": 3998, + "IoU": 0.7171517984354843, + "TN": 576229, + "TP": 340764, + "n_pred": 344762, + "n_ref": 471165 + }, + "8": { + "Dice": 0.953277376158362, + "FN": 381, + "FP": 582, + "IoU": 0.9107258737369055, + "TN": 1040605, + "TP": 9824, + "n_pred": 10406, + "n_ref": 10205 + }, + "9": { + "Dice": 0.6778432260987767, + "FN": 1307, + "FP": 115, + "IoU": 0.5126799177518848, + "TN": 1048474, + "TP": 1496, + "n_pred": 1611, + "n_ref": 2803 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0069.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0069.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8873802317609485, + "FN": 2090, + "FP": 4645, + "IoU": 0.7975592894285972, + "TN": 1368587, + "TP": 26534, + "n_pred": 31179, + "n_ref": 28624 + }, + "11": { + "Dice": 0.6106743897393463, + "FN": 1862, + "FP": 961, + "IoU": 0.4395473496128648, + "TN": 1396819, + "TP": 2214, + "n_pred": 3175, + "n_ref": 4076 + }, + "12": { + "Dice": 0.5319267073847862, + "FN": 774, + "FP": 69, + "IoU": 0.36232980332829046, + "TN": 1400534, + "TP": 479, + "n_pred": 548, + "n_ref": 1253 + }, + "13": { + "Dice": 0.2812172088142707, + "FN": 3818, + "FP": 292, + "IoU": 0.16361416361416362, + "TN": 1396942, + "TP": 804, + "n_pred": 1096, + "n_ref": 4622 + }, + "14": { + "Dice": 0.5229078159794058, + "FN": 30209, + "FP": 0, + "IoU": 0.35401163287999315, + "TN": 1355092, + "TP": 16555, + "n_pred": 16555, + "n_ref": 46764 + }, + "15": { + "Dice": 0.6736396324410707, + "FN": 5290, + "FP": 35554, + "IoU": 0.5078858271985734, + "TN": 1318859, + "TP": 42153, + "n_pred": 77707, + "n_ref": 47443 + }, + "2": { + "Dice": 0.9471074785852784, + "FN": 1251, + "FP": 904, + "IoU": 0.8995291155764837, + "TN": 1380407, + "TP": 19294, + "n_pred": 20198, + "n_ref": 20545 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.5870159781200518, + "FN": 2345, + "FP": 14869, + "IoU": 0.4154441727791361, + "TN": 1372408, + "TP": 12234, + "n_pred": 27103, + "n_ref": 14579 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9569439128028178, + "FN": 37570, + "FP": 9335, + "IoU": 0.917442431474842, + "TN": 833707, + "TP": 521244, + "n_pred": 530579, + "n_ref": 558814 + }, + "7": { + "Dice": 0.915171827794562, + "FN": 5721, + "FP": 1467, + "IoU": 0.8436099386449676, + "TN": 1355894, + "TP": 38774, + "n_pred": 40241, + "n_ref": 44495 + }, + "8": { + "Dice": 0.9444601071327883, + "FN": 356, + "FP": 235, + "IoU": 0.8947649572649573, + "TN": 1396240, + "TP": 5025, + "n_pred": 5260, + "n_ref": 5381 + }, + "9": { + "Dice": 0.898871730879218, + "FN": 295, + "FP": 1650, + "IoU": 0.8163188214184531, + "TN": 1391267, + "TP": 8644, + "n_pred": 10294, + "n_ref": 8939 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0083.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0083.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 525695, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "10": { + "Dice": 0.7940119760479042, + "FN": 1820, + "FP": 1964, + "IoU": 0.6583912611717975, + "TN": 514619, + "TP": 7293, + "n_pred": 9257, + "n_ref": 9113 + }, + "11": { + "Dice": 0.7992501704158146, + "FN": 210, + "FP": 968, + "IoU": 0.6656258870281011, + "TN": 522173, + "TP": 2345, + "n_pred": 3313, + "n_ref": 2555 + }, + "12": { + "Dice": 0.7964049889948642, + "FN": 832, + "FP": 278, + "IoU": 0.6616885096007314, + "TN": 522415, + "TP": 2171, + "n_pred": 2449, + "n_ref": 3003 + }, + "13": { + "Dice": 0.7893356643356644, + "FN": 1534, + "FP": 2322, + "IoU": 0.651985559566787, + "TN": 514616, + "TP": 7224, + "n_pred": 9546, + "n_ref": 8758 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.966160127886597, + "FN": 1122, + "FP": 635, + "IoU": 0.9345355639181788, + "TN": 498857, + "TP": 25082, + "n_pred": 25717, + "n_ref": 26204 + }, + "3": { + "Dice": 0.9427413225234356, + "FN": 723, + "FP": 1537, + "IoU": 0.8916846393481908, + "TN": 504831, + "TP": 18605, + "n_pred": 20142, + "n_ref": 19328 + }, + "4": { + "Dice": 0.7814639283833597, + "FN": 485, + "FP": 345, + "IoU": 0.641313742437338, + "TN": 523382, + "TP": 1484, + "n_pred": 1829, + "n_ref": 1969 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.932590376040282, + "FN": 1922, + "FP": 8373, + "IoU": 0.8736949293943, + "TN": 444187, + "TP": 71214, + "n_pred": 79587, + "n_ref": 73136 + }, + "7": { + "Dice": 0.9591488407440169, + "FN": 11228, + "FP": 1888, + "IoU": 0.9215043209728773, + "TN": 358604, + "TP": 153976, + "n_pred": 155864, + "n_ref": 165204 + }, + "8": { + "Dice": 0.9353364632237872, + "FN": 596, + "FP": 437, + "IoU": 0.878527751646284, + "TN": 517192, + "TP": 7471, + "n_pred": 7908, + "n_ref": 8067 + }, + "9": { + "Dice": 0.9026778525233111, + "FN": 1907, + "FP": 1840, + "IoU": 0.8226188221927665, + "TN": 504572, + "TP": 17377, + "n_pred": 19217, + "n_ref": 19284 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0086.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0086.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9166188197767146, + "FN": 176, + "FP": 1131, + "IoU": 0.8460723118596161, + "TN": 341973, + "TP": 7184, + "n_pred": 8315, + "n_ref": 7360 + }, + "10": { + "Dice": 0.9131363229317352, + "FN": 704, + "FP": 557, + "IoU": 0.8401571808847763, + "TN": 342575, + "TP": 6628, + "n_pred": 7185, + "n_ref": 7332 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.672514619883041, + "FN": 1629, + "FP": 275, + "IoU": 0.5066079295154186, + "TN": 346605, + "TP": 1955, + "n_pred": 2230, + "n_ref": 3584 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.3329363557457459, + "FN": 18893, + "FP": 14154, + "IoU": 0.19971424420012593, + "TN": 309170, + "TP": 8247, + "n_pred": 22401, + "n_ref": 27140 + }, + "15": { + "Dice": 0.8159874581441121, + "FN": 128, + "FP": 21469, + "IoU": 0.6891712961630351, + "TN": 280982, + "TP": 47885, + "n_pred": 69354, + "n_ref": 48013 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9665414669947762, + "FN": 171, + "FP": 604, + "IoU": 0.935249394268527, + "TN": 338495, + "TP": 11194, + "n_pred": 11798, + "n_ref": 11365 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.800383877159309, + "FN": 26, + "FP": 390, + "IoU": 0.6672, + "TN": 349214, + "TP": 834, + "n_pred": 1224, + "n_ref": 860 + }, + "6": { + "Dice": 0.5585106382978723, + "FN": 664, + "FP": 0, + "IoU": 0.3874538745387454, + "TN": 349380, + "TP": 420, + "n_pred": 420, + "n_ref": 1084 + }, + "7": { + "Dice": 0.9480701754385965, + "FN": 2484, + "FP": 1068, + "IoU": 0.9012675116744496, + "TN": 314488, + "TP": 32424, + "n_pred": 33492, + "n_ref": 34908 + }, + "8": { + "Dice": 0.9602797521760614, + "FN": 433, + "FP": 612, + "IoU": 0.9235943554873145, + "TN": 336787, + "TP": 12632, + "n_pred": 13244, + "n_ref": 13065 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0109.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0109.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9336356141797197, + "FN": 44, + "FP": 278, + "IoU": 0.8755315036722072, + "TN": 523109, + "TP": 2265, + "n_pred": 2543, + "n_ref": 2309 + }, + "10": { + "Dice": 0.744287404271216, + "FN": 3456, + "FP": 651, + "IoU": 0.592721142403808, + "TN": 515612, + "TP": 5977, + "n_pred": 6628, + "n_ref": 9433 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8560302625723186, + "FN": 772, + "FP": 522, + "IoU": 0.7482979964987356, + "TN": 520555, + "TP": 3847, + "n_pred": 4369, + "n_ref": 4619 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9711189319032456, + "FN": 225, + "FP": 809, + "IoU": 0.9438592681072864, + "TN": 507278, + "TP": 17384, + "n_pred": 18193, + "n_ref": 17609 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.13022145604031296, + "FN": 6550, + "FP": 9, + "IoU": 0.06964539007092199, + "TN": 518646, + "TP": 491, + "n_pred": 500, + "n_ref": 7041 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.9653332689568597, + "FN": 1272, + "FP": 1600, + "IoU": 0.9329895704519471, + "TN": 482837, + "TP": 39987, + "n_pred": 41587, + "n_ref": 41259 + }, + "8": { + "Dice": 0.9325598051855035, + "FN": 1879, + "FP": 2829, + "IoU": 0.8736412678815857, + "TN": 488437, + "TP": 32551, + "n_pred": 35380, + "n_ref": 34430 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0118.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0118.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9768301832447964, + "FN": 9618, + "FP": 357, + "IoU": 0.9547097336614513, + "TN": 305450, + "TP": 210271, + "n_pred": 210628, + "n_ref": 219889 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9796693108631491, + "FN": 1276, + "FP": 4283, + "IoU": 0.9601488236053164, + "TN": 386202, + "TP": 133935, + "n_pred": 138218, + "n_ref": 135211 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0147.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0147.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6465712917265363, + "FN": 488, + "FP": 33456, + "IoU": 0.477728370747619, + "TN": 1687327, + "TP": 31049, + "n_pred": 64505, + "n_ref": 31537 + }, + "10": { + "Dice": 0.8991064252281216, + "FN": 1434, + "FP": 2834, + "IoU": 0.8167060339274211, + "TN": 1729035, + "TP": 19017, + "n_pred": 21851, + "n_ref": 20451 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7730457372274266, + "FN": 2381, + "FP": 502, + "IoU": 0.6300526113178494, + "TN": 1744527, + "TP": 4910, + "n_pred": 5412, + "n_ref": 7291 + }, + "13": { + "Dice": 0.9156322009960604, + "FN": 4064, + "FP": 2746, + "IoU": 0.8443926514943789, + "TN": 1708556, + "TP": 36954, + "n_pred": 39700, + "n_ref": 41018 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 23469, + "IoU": 0.0, + "TN": 1728851, + "TP": 0, + "n_pred": 23469, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9799000737161111, + "FN": 1596, + "FP": 2085, + "IoU": 0.9605922404933196, + "TN": 1658912, + "TP": 89727, + "n_pred": 91812, + "n_ref": 91323 + }, + "3": { + "Dice": 0.970122618156698, + "FN": 878, + "FP": 1198, + "IoU": 0.9419787590832868, + "TN": 1716540, + "TP": 33704, + "n_pred": 34902, + "n_ref": 34582 + }, + "4": { + "Dice": 0.9028248587570622, + "FN": 5651, + "FP": 1745, + "IoU": 0.8228630278063852, + "TN": 1710567, + "TP": 34357, + "n_pred": 36102, + "n_ref": 40008 + }, + "5": { + "Dice": 0.8973502109704642, + "FN": 2239, + "FP": 802, + "IoU": 0.8138125267862609, + "TN": 1735987, + "TP": 13292, + "n_pred": 14094, + "n_ref": 15531 + }, + "6": { + "Dice": 0.9386459161504003, + "FN": 45484, + "FP": 2439, + "IoU": 0.8843852682470218, + "TN": 1337814, + "TP": 366583, + "n_pred": 369022, + "n_ref": 412067 + }, + "7": { + "Dice": 0.7230817189935427, + "FN": 1740, + "FP": 29351, + "IoU": 0.5662709429013852, + "TN": 1680637, + "TP": 40592, + "n_pred": 69943, + "n_ref": 42332 + }, + "8": { + "Dice": 0.9731612446958982, + "FN": 1208, + "FP": 310, + "IoU": 0.9477254726402424, + "TN": 1723281, + "TP": 27521, + "n_pred": 27831, + "n_ref": 28729 + }, + "9": { + "Dice": 0.9672395273899034, + "FN": 238, + "FP": 1470, + "IoU": 0.9365574622984919, + "TN": 1725398, + "TP": 25214, + "n_pred": 26684, + "n_ref": 25452 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0153.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0153.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.6, + "FN": 39, + "FP": 45, + "IoU": 0.42857142857142855, + "TN": 350317, + "TP": 63, + "n_pred": 108, + "n_ref": 102 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9690674568943646, + "FN": 3285, + "FP": 2811, + "IoU": 0.9399911404242752, + "TN": 248879, + "TP": 95489, + "n_pred": 98300, + "n_ref": 98774 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9698786522390818, + "FN": 1094, + "FP": 373, + "IoU": 0.9415188359577437, + "TN": 325379, + "TP": 23618, + "n_pred": 23991, + "n_ref": 24712 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0166.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0166.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9798539460030934, + "FN": 1540, + "FP": 1547, + "IoU": 0.9605035888381377, + "TN": 798001, + "TP": 75072, + "n_pred": 76619, + "n_ref": 76612 + }, + "10": { + "Dice": 0.8585308652315939, + "FN": 1360, + "FP": 329, + "IoU": 0.752127971822718, + "TN": 869346, + "TP": 5125, + "n_pred": 5454, + "n_ref": 6485 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6110852352119236, + "FN": 4670, + "FP": 340, + "IoU": 0.4399731723675386, + "TN": 867214, + "TP": 3936, + "n_pred": 4276, + "n_ref": 8606 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 23148, + "IoU": 0.0, + "TN": 853012, + "TP": 0, + "n_pred": 23148, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 744, + "IoU": 0.0, + "TN": 875416, + "TP": 0, + "n_pred": 744, + "n_ref": 0 + }, + "3": { + "Dice": 0.974225308322106, + "FN": 3834, + "FP": 1140, + "IoU": 0.949745900562757, + "TN": 777183, + "TP": 94003, + "n_pred": 95143, + "n_ref": 97837 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0040184305231165725, + "FN": 270, + "FP": 234695, + "IoU": 0.002013260334948755, + "TN": 640721, + "TP": 474, + "n_pred": 235169, + "n_ref": 744 + }, + "8": { + "Dice": 0.9678499197991491, + "FN": 108, + "FP": 353, + "IoU": 0.9377027027027027, + "TN": 868760, + "TP": 6939, + "n_pred": 7292, + "n_ref": 7047 + }, + "9": { + "Dice": 0.8098591549295775, + "FN": 23, + "FP": 85, + "IoU": 0.6804733727810651, + "TN": 875822, + "TP": 230, + "n_pred": 315, + "n_ref": 253 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0184.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0184.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8172018736949038, + "FN": 3752, + "FP": 5965, + "IoU": 0.6909056207653402, + "TN": 1019955, + "TP": 21720, + "n_pred": 27685, + "n_ref": 25472 + }, + "11": { + "Dice": 0.6272965879265092, + "FN": 1381, + "FP": 323, + "IoU": 0.4569789674952199, + "TN": 1048254, + "TP": 1434, + "n_pred": 1757, + "n_ref": 2815 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8295603435725725, + "FN": 6851, + "FP": 2515, + "IoU": 0.7087596007338537, + "TN": 1019233, + "TP": 22793, + "n_pred": 25308, + "n_ref": 29644 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9692427969414412, + "FN": 806, + "FP": 807, + "IoU": 0.9403211484386562, + "TN": 1024364, + "TP": 25415, + "n_pred": 26222, + "n_ref": 26221 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9183187946074544, + "FN": 483, + "FP": 135, + "IoU": 0.8489736070381232, + "TN": 1047300, + "TP": 3474, + "n_pred": 3609, + "n_ref": 3957 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9803258837384148, + "FN": 1304, + "FP": 1653, + "IoU": 0.9614109724904735, + "TN": 974764, + "TP": 73671, + "n_pred": 75324, + "n_ref": 74975 + }, + "7": { + "Dice": 0.8457382953181273, + "FN": 484, + "FP": 1058, + "IoU": 0.7327093083723349, + "TN": 1045623, + "TP": 4227, + "n_pred": 5285, + "n_ref": 4711 + }, + "8": { + "Dice": 0.9002569953528569, + "FN": 1037, + "FP": 12120, + "IoU": 0.818606703155805, + "TN": 978859, + "TP": 59376, + "n_pred": 71496, + "n_ref": 60413 + }, + "9": { + "Dice": 0.9576073662105093, + "FN": 333, + "FP": 1504, + "IoU": 0.9186628293114899, + "TN": 1028807, + "TP": 20748, + "n_pred": 22252, + "n_ref": 21081 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0188.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0188.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 1685, + "FP": 0, + "IoU": 0.0, + "TN": 699243, + "TP": 0, + "n_pred": 0, + "n_ref": 1685 + }, + "10": { + "Dice": 0.5113087445262064, + "FN": 10386, + "FP": 439, + "IoU": 0.3434619116933527, + "TN": 684440, + "TP": 5663, + "n_pred": 6102, + "n_ref": 16049 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.06557377049180328, + "FN": 449, + "FP": 64, + "IoU": 0.03389830508474576, + "TN": 700397, + "TP": 18, + "n_pred": 82, + "n_ref": 467 + }, + "13": { + "Dice": 0.03994760969220694, + "FN": 326, + "FP": 2606, + "IoU": 0.020380888740394253, + "TN": 697935, + "TP": 61, + "n_pred": 2667, + "n_ref": 387 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8155949741315595, + "FN": 179, + "FP": 819, + "IoU": 0.6886115444617785, + "TN": 697723, + "TP": 2207, + "n_pred": 3026, + "n_ref": 2386 + }, + "3": { + "Dice": 0.8114620531844815, + "FN": 3886, + "FP": 6990, + "IoU": 0.6827397100434643, + "TN": 666647, + "TP": 23405, + "n_pred": 30395, + "n_ref": 27291 + }, + "4": { + "Dice": 0.09936184800379727, + "FN": 2837, + "FP": 31317, + "IoU": 0.05227815084077918, + "TN": 664890, + "TP": 1884, + "n_pred": 33201, + "n_ref": 4721 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.761152583937394, + "FN": 166, + "FP": 32949, + "IoU": 0.61440381928272, + "TN": 615048, + "TP": 52765, + "n_pred": 85714, + "n_ref": 52931 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1097, + "IoU": 0.0, + "TN": 699831, + "TP": 0, + "n_pred": 1097, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0192.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 36461, + "IoU": 0.0, + "TN": 2066323, + "TP": 0, + "n_pred": 36461, + "n_ref": 0 + }, + "10": { + "Dice": 0.7237076648841355, + "FN": 40, + "FP": 115, + "IoU": 0.5670391061452514, + "TN": 2102426, + "TP": 203, + "n_pred": 318, + "n_ref": 243 + }, + "11": { + "Dice": 0.8375933936295714, + "FN": 222, + "FP": 191, + "IoU": 0.7205683355886333, + "TN": 2101306, + "TP": 1065, + "n_pred": 1256, + "n_ref": 1287 + }, + "12": { + "Dice": 0.0, + "FN": 6, + "FP": 0, + "IoU": 0.0, + "TN": 2102778, + "TP": 0, + "n_pred": 0, + "n_ref": 6 + }, + "13": { + "Dice": 0.6071978714465761, + "FN": 115, + "FP": 2690, + "IoU": 0.43595415242308466, + "TN": 2097811, + "TP": 2168, + "n_pred": 4858, + "n_ref": 2283 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9790412948744552, + "FN": 63, + "FP": 341, + "IoU": 0.9589430894308943, + "TN": 2092944, + "TP": 9436, + "n_pred": 9777, + "n_ref": 9499 + }, + "3": { + "Dice": 0.9769119073261427, + "FN": 2926, + "FP": 1383, + "IoU": 0.9548658755014612, + "TN": 2007313, + "TP": 91162, + "n_pred": 92545, + "n_ref": 94088 + }, + "4": { + "Dice": 0.8100501929381727, + "FN": 11308, + "FP": 1786, + "IoU": 0.6807431608718973, + "TN": 2061770, + "TP": 27920, + "n_pred": 29706, + "n_ref": 39228 + }, + "5": { + "Dice": 0.28604118993135014, + "FN": 2365, + "FP": 131, + "IoU": 0.16688918558077437, + "TN": 2099788, + "TP": 500, + "n_pred": 631, + "n_ref": 2865 + }, + "6": { + "Dice": 0.7040702509427088, + "FN": 542611, + "FP": 12154, + "IoU": 0.5432935322727767, + "TN": 888076, + "TP": 659943, + "n_pred": 672097, + "n_ref": 1202554 + }, + "7": { + "Dice": 0.010064773293472846, + "FN": 1034, + "FP": 475798, + "IoU": 0.005057839651459763, + "TN": 1623528, + "TP": 2424, + "n_pred": 478222, + "n_ref": 3458 + }, + "8": { + "Dice": 0.9397421804736684, + "FN": 2325, + "FP": 3705, + "IoU": 0.8863336475023562, + "TN": 2049734, + "TP": 47020, + "n_pred": 50725, + "n_ref": 49345 + }, + "9": { + "Dice": 0.7587054485866448, + "FN": 287, + "FP": 3247, + "IoU": 0.6112211221122112, + "TN": 2093694, + "TP": 5556, + "n_pred": 8803, + "n_ref": 5843 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0197.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0197.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8538873559487096, + "FN": 660, + "FP": 3841, + "IoU": 0.7450291735115845, + "TN": 332811, + "TP": 13152, + "n_pred": 16993, + "n_ref": 13812 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.698823075438935, + "FN": 1455, + "FP": 106, + "IoU": 0.5370699881376038, + "TN": 347092, + "TP": 1811, + "n_pred": 1917, + "n_ref": 3266 + }, + "13": { + "Dice": 0.23684210526315788, + "FN": 58, + "FP": 0, + "IoU": 0.13432835820895522, + "TN": 350397, + "TP": 9, + "n_pred": 9, + "n_ref": 67 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9627978054463011, + "FN": 386, + "FP": 1099, + "IoU": 0.9282643350562775, + "TN": 329763, + "TP": 19216, + "n_pred": 20315, + "n_ref": 19602 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.906345957011259, + "FN": 486, + "FP": 1344, + "IoU": 0.828731867103416, + "TN": 339779, + "TP": 8855, + "n_pred": 10199, + "n_ref": 9341 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9781741324648996, + "FN": 555, + "FP": 1469, + "IoU": 0.9572806517655501, + "TN": 303085, + "TP": 45355, + "n_pred": 46824, + "n_ref": 45910 + }, + "9": { + "Dice": 0.7731343283582089, + "FN": 139, + "FP": 13, + "IoU": 0.6301703163017032, + "TN": 350053, + "TP": 259, + "n_pred": 272, + "n_ref": 398 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0199.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0199.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7142857142857143, + "FN": 14, + "FP": 2, + "IoU": 0.5555555555555556, + "TN": 1226588, + "TP": 20, + "n_pred": 22, + "n_ref": 34 + }, + "10": { + "Dice": 0.9293899736878549, + "FN": 4186, + "FP": 3972, + "IoU": 0.8680938444872023, + "TN": 1164777, + "TP": 53689, + "n_pred": 57661, + "n_ref": 57875 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.819829512538277, + "FN": 808, + "FP": 1369, + "IoU": 0.6946704067321178, + "TN": 1219494, + "TP": 4953, + "n_pred": 6322, + "n_ref": 5761 + }, + "13": { + "Dice": 0.8680287887573762, + "FN": 1544, + "FP": 2325, + "IoU": 0.7668293858856144, + "TN": 1210031, + "TP": 12724, + "n_pred": 15049, + "n_ref": 14268 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9757870278541271, + "FN": 3287, + "FP": 3549, + "IoU": 0.9527188723354221, + "TN": 1082042, + "TP": 137746, + "n_pred": 141295, + "n_ref": 141033 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7398496240601504, + "FN": 151, + "FP": 22, + "IoU": 0.5871121718377088, + "TN": 1226205, + "TP": 246, + "n_pred": 268, + "n_ref": 397 + }, + "7": { + "Dice": 0.7946855624446413, + "FN": 1941, + "FP": 377, + "IoU": 0.6593180482069371, + "TN": 1219820, + "TP": 4486, + "n_pred": 4863, + "n_ref": 6427 + }, + "8": { + "Dice": 0.9769546473529919, + "FN": 2136, + "FP": 1205, + "IoU": 0.9549475444321583, + "TN": 1152466, + "TP": 70817, + "n_pred": 72022, + "n_ref": 72953 + }, + "9": { + "Dice": 0.9158503663709988, + "FN": 209, + "FP": 882, + "IoU": 0.8447638019351167, + "TN": 1219596, + "TP": 5937, + "n_pred": 6819, + "n_ref": 6146 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0214.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0214.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9727004863502432, + "FN": 1665, + "FP": 642, + "IoU": 0.9468518902481167, + "TN": 832753, + "TP": 41100, + "n_pred": 41742, + "n_ref": 42765 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8114863249906101, + "FN": 5200, + "FP": 321, + "IoU": 0.6827740749253045, + "TN": 858756, + "TP": 11883, + "n_pred": 12204, + "n_ref": 17083 + }, + "15": { + "Dice": 0.9303480969443162, + "FN": 10214, + "FP": 497, + "IoU": 0.8697671590978175, + "TN": 793915, + "TP": 71534, + "n_pred": 72031, + "n_ref": 81748 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8353545188988227, + "FN": 2473, + "FP": 1247, + "IoU": 0.7172607737326138, + "TN": 863003, + "TP": 9437, + "n_pred": 10684, + "n_ref": 11910 + }, + "6": { + "Dice": 0.9935295692705233, + "FN": 1153, + "FP": 1336, + "IoU": 0.9871423331835253, + "TN": 682579, + "TP": 191092, + "n_pred": 192428, + "n_ref": 192245 + }, + "7": { + "Dice": 0.9541088580576307, + "FN": 594, + "FP": 1470, + "IoU": 0.9122448979591836, + "TN": 852640, + "TP": 21456, + "n_pred": 22926, + "n_ref": 22050 + }, + "8": { + "Dice": 0.9080290175826878, + "FN": 4090, + "FP": 398, + "IoU": 0.8315505010696994, + "TN": 849517, + "TP": 22155, + "n_pred": 22553, + "n_ref": 26245 + }, + "9": { + "Dice": 0.775969706273667, + "FN": 2147, + "FP": 42, + "IoU": 0.6339464882943144, + "TN": 870180, + "TP": 3791, + "n_pred": 3833, + "n_ref": 5938 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0237.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0237.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1444, + "IoU": 0.0, + "TN": 699484, + "TP": 0, + "n_pred": 1444, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8002938164982416, + "FN": 532, + "FP": 8440, + "IoU": 0.6670748450777394, + "TN": 673979, + "TP": 17977, + "n_pred": 26417, + "n_ref": 18509 + }, + "15": { + "Dice": 0.8706508391322145, + "FN": 2521, + "FP": 3167, + "IoU": 0.7709314969191736, + "TN": 676097, + "TP": 19143, + "n_pred": 22310, + "n_ref": 21664 + }, + "2": { + "Dice": 0.933852140077821, + "FN": 52, + "FP": 169, + "IoU": 0.8759124087591241, + "TN": 699147, + "TP": 1560, + "n_pred": 1729, + "n_ref": 1612 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8331143232588699, + "FN": 489, + "FP": 1924, + "IoU": 0.713963963963964, + "TN": 692492, + "TP": 6023, + "n_pred": 7947, + "n_ref": 6512 + }, + "6": { + "Dice": 0.9794876159673164, + "FN": 3002, + "FP": 2541, + "IoU": 0.9597998331943286, + "TN": 563043, + "TP": 132342, + "n_pred": 134883, + "n_ref": 135344 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9730754969909586, + "FN": 588, + "FP": 1300, + "IoU": 0.9475628384946535, + "TN": 664923, + "TP": 34117, + "n_pred": 35417, + "n_ref": 34705 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0249.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0249.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8282603865807598, + "FN": 2666, + "FP": 1199, + "IoU": 0.7068638604474782, + "TN": 687743, + "TP": 9320, + "n_pred": 10519, + "n_ref": 11986 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8867082086256808, + "FN": 3117, + "FP": 1501, + "IoU": 0.796474217717056, + "TN": 678238, + "TP": 18072, + "n_pred": 19573, + "n_ref": 21189 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.9182580760306979, + "FN": 653, + "FP": 1179, + "IoU": 0.848869823461475, + "TN": 688806, + "TP": 10290, + "n_pred": 11469, + "n_ref": 10943 + }, + "6": { + "Dice": 0.9634481977849522, + "FN": 1325, + "FP": 8038, + "IoU": 0.9294742392286833, + "TN": 568168, + "TP": 123397, + "n_pred": 131435, + "n_ref": 124722 + }, + "7": { + "Dice": 0.8176291468561355, + "FN": 67657, + "FP": 619, + "IoU": 0.6915166630521218, + "TN": 479600, + "TP": 153052, + "n_pred": 153671, + "n_ref": 220709 + }, + "8": { + "Dice": 0.9495729013254787, + "FN": 990, + "FP": 722, + "IoU": 0.9039874376086591, + "TN": 683097, + "TP": 16119, + "n_pred": 16841, + "n_ref": 17109 + }, + "9": { + "Dice": 0.9464956979366803, + "FN": 464, + "FP": 2098, + "IoU": 0.8984260397256473, + "TN": 675705, + "TP": 22661, + "n_pred": 24759, + "n_ref": 23125 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0272.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0272.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8008192524321557, + "FN": 64, + "FP": 1103, + "IoU": 0.667805294619983, + "TN": 697415, + "TP": 2346, + "n_pred": 3449, + "n_ref": 2410 + }, + "11": { + "Dice": 0.8209595282766015, + "FN": 817, + "FP": 519, + "IoU": 0.6962946124119118, + "TN": 696529, + "TP": 3063, + "n_pred": 3582, + "n_ref": 3880 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9098756801118575, + "FN": 2165, + "FP": 800, + "IoU": 0.834653134062012, + "TN": 682996, + "TP": 14967, + "n_pred": 15767, + "n_ref": 17132 + }, + "14": { + "Dice": 0.9927670267441218, + "FN": 1439, + "FP": 786, + "IoU": 0.9856379339280412, + "TN": 546006, + "TP": 152697, + "n_pred": 153483, + "n_ref": 154136 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 191, + "IoU": 0.0, + "TN": 700737, + "TP": 0, + "n_pred": 191, + "n_ref": 0 + }, + "2": { + "Dice": 0.9710671706891538, + "FN": 222, + "FP": 574, + "IoU": 0.943761480853469, + "TN": 686774, + "TP": 13358, + "n_pred": 13932, + "n_ref": 13580 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9165415669249807, + "FN": 1059, + "FP": 998, + "IoU": 0.8459406830437388, + "TN": 687576, + "TP": 11295, + "n_pred": 12293, + "n_ref": 12354 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9773638212592863, + "FN": 1966, + "FP": 3354, + "IoU": 0.9557297517703939, + "TN": 580757, + "TP": 114851, + "n_pred": 118205, + "n_ref": 116817 + }, + "7": { + "Dice": 0.0, + "FN": 1, + "FP": 0, + "IoU": 0.0, + "TN": 700927, + "TP": 0, + "n_pred": 0, + "n_ref": 1 + }, + "8": { + "Dice": 0.8372694706116492, + "FN": 751, + "FP": 4155, + "IoU": 0.7200890055343184, + "TN": 683401, + "TP": 12621, + "n_pred": 16776, + "n_ref": 13372 + }, + "9": { + "Dice": 0.9138641129949213, + "FN": 2235, + "FP": 1174, + "IoU": 0.8413902200716512, + "TN": 679435, + "TP": 18084, + "n_pred": 19258, + "n_ref": 20319 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0274.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0274.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8225315354501957, + "FN": 1536, + "FP": 96, + "IoU": 0.6985592907277429, + "TN": 520282, + "TP": 3782, + "n_pred": 3878, + "n_ref": 5318 + }, + "10": { + "Dice": 0.8959114663387642, + "FN": 2566, + "FP": 820, + "IoU": 0.8114489364071723, + "TN": 507738, + "TP": 14572, + "n_pred": 15392, + "n_ref": 17138 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 34, + "IoU": 0.0, + "TN": 525662, + "TP": 0, + "n_pred": 34, + "n_ref": 0 + }, + "12": { + "Dice": 0.8375410069890172, + "FN": 566, + "FP": 573, + "IoU": 0.7204907975460123, + "TN": 521621, + "TP": 2936, + "n_pred": 3509, + "n_ref": 3502 + }, + "13": { + "Dice": 0.620811149389289, + "FN": 1191, + "FP": 8495, + "IoU": 0.4501277320465512, + "TN": 508081, + "TP": 7929, + "n_pred": 16424, + "n_ref": 9120 + }, + "14": { + "Dice": 0.8674727835134375, + "FN": 1258, + "FP": 2041, + "IoU": 0.7659619750283768, + "TN": 511600, + "TP": 10797, + "n_pred": 12838, + "n_ref": 12055 + }, + "15": { + "Dice": 0.8977731039716066, + "FN": 16150, + "FP": 959, + "IoU": 0.8145084348844269, + "TN": 433460, + "TP": 75127, + "n_pred": 76086, + "n_ref": 91277 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 517, + "IoU": 0.0, + "TN": 525179, + "TP": 0, + "n_pred": 517, + "n_ref": 0 + }, + "3": { + "Dice": 0.9803371944432994, + "FN": 483, + "FP": 471, + "IoU": 0.9614327296248383, + "TN": 500960, + "TP": 23782, + "n_pred": 24253, + "n_ref": 24265 + }, + "4": { + "Dice": 0.7856726996582711, + "FN": 806, + "FP": 7661, + "IoU": 0.6470024180772117, + "TN": 501710, + "TP": 15519, + "n_pred": 23180, + "n_ref": 16325 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9822785441353388, + "FN": 1456, + "FP": 1387, + "IoU": 0.9651742512402769, + "TN": 444061, + "TP": 78792, + "n_pred": 80179, + "n_ref": 80248 + }, + "7": { + "Dice": 0.8990623276337562, + "FN": 1604, + "FP": 226, + "IoU": 0.8166332665330661, + "TN": 515716, + "TP": 8150, + "n_pred": 8376, + "n_ref": 9754 + }, + "8": { + "Dice": 0.9766123800744306, + "FN": 513, + "FP": 172, + "IoU": 0.9542937212250617, + "TN": 510709, + "TP": 14302, + "n_pred": 14474, + "n_ref": 14815 + }, + "9": { + "Dice": 0.9012345679012346, + "FN": 37, + "FP": 27, + "IoU": 0.8202247191011236, + "TN": 525340, + "TP": 292, + "n_pred": 319, + "n_ref": 329 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0302.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0302.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9289471554584446, + "FN": 132, + "FP": 1624, + "IoU": 0.8673214960332452, + "TN": 862925, + "TP": 11479, + "n_pred": 13103, + "n_ref": 11611 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 876159, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9473307827081918, + "FN": 234, + "FP": 1239, + "IoU": 0.8999320652173913, + "TN": 861440, + "TP": 13247, + "n_pred": 14486, + "n_ref": 13481 + }, + "15": { + "Dice": 0.9614294055821558, + "FN": 3356, + "FP": 4901, + "IoU": 0.925723692495907, + "TN": 764994, + "TP": 102909, + "n_pred": 107810, + "n_ref": 106265 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.2219306685326103, + "FN": 37, + "FP": 26650, + "IoU": 0.12481553143344375, + "TN": 845667, + "TP": 3806, + "n_pred": 30456, + "n_ref": 3843 + }, + "7": { + "Dice": 0.9501075978448498, + "FN": 27551, + "FP": 572, + "IoU": 0.9049571135999568, + "TN": 580262, + "TP": 267775, + "n_pred": 268347, + "n_ref": 295326 + }, + "8": { + "Dice": 0.8918143306154056, + "FN": 317, + "FP": 4433, + "IoU": 0.8047517264057875, + "TN": 851832, + "TP": 19578, + "n_pred": 24011, + "n_ref": 19895 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0336.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0336.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8834512774510781, + "FN": 587, + "FP": 6429, + "IoU": 0.7912339691135776, + "TN": 667321, + "TP": 26591, + "n_pred": 33020, + "n_ref": 27178 + }, + "10": { + "Dice": 0.6980259240599093, + "FN": 19563, + "FP": 6809, + "IoU": 0.5361288960810525, + "TN": 644076, + "TP": 30480, + "n_pred": 37289, + "n_ref": 50043 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7915771892149845, + "FN": 12081, + "FP": 1895, + "IoU": 0.6550498568466778, + "TN": 660412, + "TP": 26540, + "n_pred": 28435, + "n_ref": 38621 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9477871705619095, + "FN": 228, + "FP": 87, + "IoU": 0.9007561436672968, + "TN": 697754, + "TP": 2859, + "n_pred": 2946, + "n_ref": 3087 + }, + "3": { + "Dice": 0.9539134693182302, + "FN": 3354, + "FP": 5304, + "IoU": 0.9118877275826625, + "TN": 602667, + "TP": 89603, + "n_pred": 94907, + "n_ref": 92957 + }, + "4": { + "Dice": 0.9193112059098949, + "FN": 1951, + "FP": 1151, + "IoU": 0.8506715447937226, + "TN": 680155, + "TP": 17671, + "n_pred": 18822, + "n_ref": 19622 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9151467887600312, + "FN": 441, + "FP": 2932, + "IoU": 0.8435673870698451, + "TN": 679366, + "TP": 18189, + "n_pred": 21121, + "n_ref": 18630 + }, + "7": { + "Dice": 0.9734954465405106, + "FN": 3630, + "FP": 3579, + "IoU": 0.9483595988538682, + "TN": 561328, + "TP": 132391, + "n_pred": 135970, + "n_ref": 136021 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9654633249022764, + "FN": 478, + "FP": 1024, + "IoU": 0.9332325746799431, + "TN": 678432, + "TP": 20994, + "n_pred": 22018, + "n_ref": 21472 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0341.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0341.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7660896582334665, + "FN": 9, + "FP": 1045, + "IoU": 0.620863309352518, + "TN": 1399076, + "TP": 1726, + "n_pred": 2771, + "n_ref": 1735 + }, + "10": { + "Dice": 0.8925774296902812, + "FN": 1220, + "FP": 1194, + "IoU": 0.8059953387446758, + "TN": 1389413, + "TP": 10029, + "n_pred": 11223, + "n_ref": 11249 + }, + "11": { + "Dice": 0.8323675917454508, + "FN": 825, + "FP": 824, + "IoU": 0.7128678391084798, + "TN": 1396113, + "TP": 4094, + "n_pred": 4918, + "n_ref": 4919 + }, + "12": { + "Dice": 0.755055716054478, + "FN": 287, + "FP": 2087, + "IoU": 0.6064975965522957, + "TN": 1395823, + "TP": 3659, + "n_pred": 5746, + "n_ref": 3946 + }, + "13": { + "Dice": 0.5800475059382423, + "FN": 4299, + "FP": 1005, + "IoU": 0.40849782535965207, + "TN": 1392889, + "TP": 3663, + "n_pred": 4668, + "n_ref": 7962 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7179183382700312, + "FN": 72708, + "FP": 2526, + "IoU": 0.5599630348829048, + "TN": 1230884, + "TP": 95738, + "n_pred": 98264, + "n_ref": 168446 + }, + "3": { + "Dice": 0.6899785227216886, + "FN": 101835, + "FP": 5416, + "IoU": 0.5266925273280112, + "TN": 1175257, + "TP": 119348, + "n_pred": 124764, + "n_ref": 221183 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8620229334246107, + "FN": 1858, + "FP": 2173, + "IoU": 0.7575046622150033, + "TN": 1385233, + "TP": 12592, + "n_pred": 14765, + "n_ref": 14450 + }, + "6": { + "Dice": 0.944441473717983, + "FN": 16709, + "FP": 6149, + "IoU": 0.8947315096251266, + "TN": 1184716, + "TP": 194282, + "n_pred": 200431, + "n_ref": 210991 + }, + "7": { + "Dice": 0.8581451946975973, + "FN": 9694, + "FP": 1264, + "IoU": 0.7515361766773235, + "TN": 1357753, + "TP": 33145, + "n_pred": 34409, + "n_ref": 42839 + }, + "8": { + "Dice": 0.9498654385040091, + "FN": 3234, + "FP": 3994, + "IoU": 0.9045178335535007, + "TN": 1326156, + "TP": 68472, + "n_pred": 72466, + "n_ref": 71706 + }, + "9": { + "Dice": 0.9225379029175691, + "FN": 161, + "FP": 1055, + "IoU": 0.8562137873950574, + "TN": 1393399, + "TP": 7241, + "n_pred": 8296, + "n_ref": 7402 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0351.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0351.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4, + "FN": 0, + "FP": 24, + "IoU": 0.25, + "TN": 700896, + "TP": 8, + "n_pred": 32, + "n_ref": 8 + }, + "10": { + "Dice": 0.8797585840637687, + "FN": 7631, + "FP": 4482, + "IoU": 0.785329458051253, + "TN": 644502, + "TP": 44313, + "n_pred": 48795, + "n_ref": 51944 + }, + "11": { + "Dice": 0.6970470288005833, + "FN": 1112, + "FP": 550, + "IoU": 0.5349748181309457, + "TN": 697354, + "TP": 1912, + "n_pred": 2462, + "n_ref": 3024 + }, + "12": { + "Dice": 0.1702127659574468, + "FN": 218, + "FP": 16, + "IoU": 0.09302325581395349, + "TN": 700670, + "TP": 24, + "n_pred": 40, + "n_ref": 242 + }, + "13": { + "Dice": 0.45428758455160373, + "FN": 1031, + "FP": 1470, + "IoU": 0.29390175042348954, + "TN": 697386, + "TP": 1041, + "n_pred": 2511, + "n_ref": 2072 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9285858881216401, + "FN": 141, + "FP": 3034, + "IoU": 0.8666918587563505, + "TN": 677111, + "TP": 20642, + "n_pred": 23676, + "n_ref": 20783 + }, + "3": { + "Dice": 0.9105297867663222, + "FN": 342, + "FP": 65, + "IoU": 0.8357546408393866, + "TN": 698450, + "TP": 2071, + "n_pred": 2136, + "n_ref": 2413 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9755103583849992, + "FN": 3107, + "FP": 3371, + "IoU": 0.9521915290887756, + "TN": 565429, + "TP": 129021, + "n_pred": 132392, + "n_ref": 132128 + }, + "7": { + "Dice": 0.8672959128065395, + "FN": 7446, + "FP": 22993, + "IoU": 0.7656862216816646, + "TN": 571021, + "TP": 99468, + "n_pred": 122461, + "n_ref": 106914 + }, + "8": { + "Dice": 0.9648994068366661, + "FN": 427, + "FP": 721, + "IoU": 0.9321793584214568, + "TN": 684001, + "TP": 15779, + "n_pred": 16500, + "n_ref": 16206 + }, + "9": { + "Dice": 0.9403847402246122, + "FN": 1669, + "FP": 1086, + "IoU": 0.8874775363502696, + "TN": 676444, + "TP": 21729, + "n_pred": 22815, + "n_ref": 23398 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0358.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0358.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8609355246523388, + "FN": 62, + "FP": 158, + "IoU": 0.755826859045505, + "TN": 349563, + "TP": 681, + "n_pred": 839, + "n_ref": 743 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9602406033980506, + "FN": 2270, + "FP": 5305, + "IoU": 0.9235219287618125, + "TN": 251416, + "TP": 91473, + "n_pred": 96778, + "n_ref": 93743 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9704976824440911, + "FN": 1055, + "FP": 689, + "IoU": 0.9426862532452595, + "TN": 320035, + "TP": 28685, + "n_pred": 29374, + "n_ref": 29740 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0400.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0400.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9817602100623622, + "FN": 195, + "FP": 194, + "IoU": 0.9641738810093939, + "TN": 339606, + "TP": 10469, + "n_pred": 10663, + "n_ref": 10664 + }, + "10": { + "Dice": 0.9028286566713244, + "FN": 976, + "FP": 1597, + "IoU": 0.8228693377392262, + "TN": 335938, + "TP": 11953, + "n_pred": 13550, + "n_ref": 12929 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8776648081338143, + "FN": 112, + "FP": 261, + "IoU": 0.7819988310929281, + "TN": 348753, + "TP": 1338, + "n_pred": 1599, + "n_ref": 1450 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9764686072698954, + "FN": 1108, + "FP": 1128, + "IoU": 0.9540192066462398, + "TN": 301835, + "TP": 46393, + "n_pred": 47521, + "n_ref": 47501 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.8766089658233467, + "FN": 466, + "FP": 90, + "IoU": 0.780323982615567, + "TN": 347933, + "TP": 1975, + "n_pred": 2065, + "n_ref": 2441 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0401.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0401.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.961659900766802, + "FN": 168, + "FP": 257, + "IoU": 0.9261511728931364, + "TN": 1396101, + "TP": 5330, + "n_pred": 5587, + "n_ref": 5498 + }, + "10": { + "Dice": 0.852565750021417, + "FN": 1132, + "FP": 589, + "IoU": 0.7430192623562789, + "TN": 1395159, + "TP": 4976, + "n_pred": 5565, + "n_ref": 6108 + }, + "11": { + "Dice": 0.7914468203276868, + "FN": 232, + "FP": 519, + "IoU": 0.6548713235294118, + "TN": 1399680, + "TP": 1425, + "n_pred": 1944, + "n_ref": 1657 + }, + "12": { + "Dice": 0.8589553468446202, + "FN": 550, + "FP": 1162, + "IoU": 0.7527797833935018, + "TN": 1394931, + "TP": 5213, + "n_pred": 6375, + "n_ref": 5763 + }, + "13": { + "Dice": 0.9377231257437525, + "FN": 138, + "FP": 19, + "IoU": 0.8827483196415236, + "TN": 1400517, + "TP": 1182, + "n_pred": 1201, + "n_ref": 1320 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9682646552019263, + "FN": 3200, + "FP": 5143, + "IoU": 0.9384816174844047, + "TN": 1266238, + "TP": 127275, + "n_pred": 132418, + "n_ref": 130475 + }, + "3": { + "Dice": 0.9497595971216775, + "FN": 2013, + "FP": 2616, + "IoU": 0.9043258995928322, + "TN": 1353473, + "TP": 43754, + "n_pred": 46370, + "n_ref": 45767 + }, + "4": { + "Dice": 0.9637302544241051, + "FN": 1243, + "FP": 4713, + "IoU": 0.9299994123523535, + "TN": 1316771, + "TP": 79129, + "n_pred": 83842, + "n_ref": 80372 + }, + "5": { + "Dice": 0.8666666666666667, + "FN": 1, + "FP": 7, + "IoU": 0.7647058823529411, + "TN": 1401822, + "TP": 26, + "n_pred": 33, + "n_ref": 27 + }, + "6": { + "Dice": 0.9761899680588457, + "FN": 13770, + "FP": 13006, + "IoU": 0.9534874025486736, + "TN": 826184, + "TP": 548896, + "n_pred": 561902, + "n_ref": 562666 + }, + "7": { + "Dice": 0.949424586296005, + "FN": 323, + "FP": 2828, + "IoU": 0.9037186420997952, + "TN": 1369129, + "TP": 29576, + "n_pred": 32404, + "n_ref": 29899 + }, + "8": { + "Dice": 0.8934240362811792, + "FN": 35, + "FP": 59, + "IoU": 0.8073770491803278, + "TN": 1401368, + "TP": 394, + "n_pred": 453, + "n_ref": 429 + }, + "9": { + "Dice": 0.7816782647463607, + "FN": 7792, + "FP": 3471, + "IoU": 0.6416024947495704, + "TN": 1370430, + "TP": 20163, + "n_pred": 23634, + "n_ref": 27955 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0403.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0403.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": 0.6930046495877202, + "FN": 4165.488888888888, + "FP": 6110.164444444445, + "IoU": 0.6045587855010901, + "TN": 1030680.1822222222, + "TP": 22118.297777777778, + "n_pred": 28228.462222222224, + "n_ref": 26283.78666666667 + }, + "mean": { + "1": { + "Dice": 0.8887162214575028, + "FN": 1978.6666666666667, + "FP": 2318.3333333333335, + "IoU": 0.8121824602494614, + "TN": 1030506.1333333333, + "TP": 28271.0, + "n_pred": 30589.333333333332, + "n_ref": 30249.666666666668 + }, + "10": { + "Dice": 0.6639398158260112, + "FN": 4884.933333333333, + "FP": 4061.9, + "IoU": 0.5528907420219459, + "TN": 1039893.5, + "TP": 14233.8, + "n_pred": 18295.7, + "n_ref": 19118.733333333334 + }, + "11": { + "Dice": 0.6516344925763943, + "FN": 448.3666666666667, + "FP": 182.43333333333334, + "IoU": 0.5029169225398594, + "TN": 1061600.5, + "TP": 842.8333333333334, + "n_pred": 1025.2666666666667, + "n_ref": 1291.2 + }, + "12": { + "Dice": 0.5521116134546368, + "FN": 361.4, + "FP": 269.46666666666664, + "IoU": 0.4355205417873759, + "TN": 1061439.5666666667, + "TP": 1003.7, + "n_pred": 1273.1666666666667, + "n_ref": 1365.1 + }, + "13": { + "Dice": 0.5822692647665271, + "FN": 2888.4, + "FP": 3704.4, + "IoU": 0.47463047221863336, + "TN": 1048126.3666666667, + "TP": 8354.966666666667, + "n_pred": 12059.366666666667, + "n_ref": 11243.366666666667 + }, + "14": { + "Dice": 0.5656670696373615, + "FN": 25046.633333333335, + "FP": 12954.266666666666, + "IoU": 0.49153320873333883, + "TN": 995968.0, + "TP": 29105.233333333334, + "n_pred": 42059.5, + "n_ref": 54151.86666666667 + }, + "15": { + "Dice": 0.5433140442598422, + "FN": 2438.0, + "FP": 9802.466666666667, + "IoU": 0.45291383278912384, + "TN": 1035931.2333333333, + "TP": 14902.433333333332, + "n_pred": 24704.9, + "n_ref": 17340.433333333334 + }, + "2": { + "Dice": 0.8901943281662519, + "FN": 2164.1666666666665, + "FP": 2926.233333333333, + "IoU": 0.8191882343924246, + "TN": 1030242.3, + "TP": 27741.433333333334, + "n_pred": 30667.666666666668, + "n_ref": 29905.6 + }, + "3": { + "Dice": 0.8298650952532373, + "FN": 2680.0, + "FP": 2248.5333333333333, + "IoU": 0.7744397688962159, + "TN": 1031381.3666666667, + "TP": 26764.233333333334, + "n_pred": 29012.766666666666, + "n_ref": 29444.233333333334 + }, + "4": { + "Dice": 0.5829921797453216, + "FN": 1750.3666666666666, + "FP": 1798.6333333333334, + "IoU": 0.5048420039672769, + "TN": 1047670.6, + "TP": 11854.533333333333, + "n_pred": 13653.166666666666, + "n_ref": 13604.9 + }, + "5": { + "Dice": 0.3417348740553365, + "FN": 445.3666666666667, + "FP": 620.6666666666666, + "IoU": 0.2634867910227565, + "TN": 1061259.3, + "TP": 748.8, + "n_pred": 1369.4666666666667, + "n_ref": 1194.1666666666667 + }, + "6": { + "Dice": 0.8801754784243407, + "FN": 5840.733333333334, + "FP": 29281.6, + "IoU": 0.8179058989897976, + "TN": 944890.0666666667, + "TP": 83061.73333333334, + "n_pred": 112343.33333333333, + "n_ref": 88902.46666666666 + }, + "7": { + "Dice": 0.7640154035495469, + "FN": 8515.9, + "FP": 18703.666666666668, + "IoU": 0.6746667604028362, + "TN": 974334.5666666667, + "TP": 61520.0, + "n_pred": 80223.66666666667, + "n_ref": 70035.9 + }, + "8": { + "Dice": 0.870489732392922, + "FN": 1658.0333333333333, + "FP": 684.0, + "IoU": 0.8054999666046541, + "TN": 1045428.6333333333, + "TP": 15303.466666666667, + "n_pred": 15987.466666666667, + "n_ref": 16961.5 + }, + "9": { + "Dice": 0.7879501302505707, + "FN": 1381.3666666666666, + "FP": 2095.866666666667, + "IoU": 0.6857641779006501, + "TN": 1051530.6, + "TP": 8066.3, + "n_pred": 10162.166666666666, + "n_ref": 9447.666666666666 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9467331409078982, + "FN": 886, + "FP": 535, + "IoU": 0.8988540109616343, + "TN": 511647, + "TP": 12628, + "n_pred": 13163, + "n_ref": 13514 + }, + "10": { + "Dice": 0.8399374348279458, + "FN": 511, + "FP": 103, + "IoU": 0.7240449438202248, + "TN": 523471, + "TP": 1611, + "n_pred": 1714, + "n_ref": 2122 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9584555208545402, + "FN": 2463, + "FP": 7128, + "IoU": 0.9202252424600336, + "TN": 405470, + "TP": 110635, + "n_pred": 117763, + "n_ref": 113098 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7556478836665801, + "FN": 3740, + "FP": 24, + "IoU": 0.6072621035058431, + "TN": 516112, + "TP": 5820, + "n_pred": 5844, + "n_ref": 9560 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 2758, + "FP": 0, + "IoU": 0.0, + "TN": 522938, + "TP": 0, + "n_pred": 0, + "n_ref": 2758 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0007.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0007.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8661431890777108, + "FN": 16492, + "FP": 8107, + "IoU": 0.7638911551566924, + "TN": 596743, + "TP": 79586, + "n_pred": 87693, + "n_ref": 96078 + }, + "11": { + "Dice": 0.6283447417548227, + "FN": 4101, + "FP": 677, + "IoU": 0.4580923216513553, + "TN": 692111, + "TP": 4039, + "n_pred": 4716, + "n_ref": 8140 + }, + "12": { + "Dice": 0.23214285714285715, + "FN": 487, + "FP": 29, + "IoU": 0.13131313131313133, + "TN": 700334, + "TP": 78, + "n_pred": 107, + "n_ref": 565 + }, + "13": { + "Dice": 0.7826186066391224, + "FN": 4339, + "FP": 3290, + "IoU": 0.6428705177417845, + "TN": 679566, + "TP": 13733, + "n_pred": 17023, + "n_ref": 18072 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9466482871292183, + "FN": 875, + "FP": 1215, + "IoU": 0.8987010469174098, + "TN": 680296, + "TP": 18542, + "n_pred": 19757, + "n_ref": 19417 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 297, + "FP": 0, + "IoU": 0.0, + "TN": 700631, + "TP": 0, + "n_pred": 0, + "n_ref": 297 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9711449014544917, + "FN": 3365, + "FP": 3273, + "IoU": 0.9439083334741681, + "TN": 582586, + "TP": 111704, + "n_pred": 114977, + "n_ref": 115069 + }, + "7": { + "Dice": 0.8502256285366377, + "FN": 6859, + "FP": 1505, + "IoU": 0.73947171692001, + "TN": 668824, + "TP": 23740, + "n_pred": 25245, + "n_ref": 30599 + }, + "8": { + "Dice": 0.9275526375367896, + "FN": 213, + "FP": 427, + "IoU": 0.8648933924424741, + "TN": 696191, + "TP": 4097, + "n_pred": 4524, + "n_ref": 4310 + }, + "9": { + "Dice": 0.8304549491759597, + "FN": 866, + "FP": 2570, + "IoU": 0.7100666610412624, + "TN": 689077, + "TP": 8415, + "n_pred": 10985, + "n_ref": 9281 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0009.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0009.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8936170212765957, + "FN": 1, + "FP": 4, + "IoU": 0.8076923076923077, + "TN": 876134, + "TP": 21, + "n_pred": 25, + "n_ref": 22 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.35074626865671643, + "FN": 319, + "FP": 29, + "IoU": 0.21266968325791855, + "TN": 875718, + "TP": 94, + "n_pred": 123, + "n_ref": 413 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.2977346278317152, + "FN": 2966, + "FP": 4195, + "IoU": 0.17490494296577946, + "TN": 867481, + "TP": 1518, + "n_pred": 5713, + "n_ref": 4484 + }, + "5": { + "Dice": 0.27448392873974925, + "FN": 6778, + "FP": 919, + "IoU": 0.15907352780509124, + "TN": 867007, + "TP": 1456, + "n_pred": 2375, + "n_ref": 8234 + }, + "6": { + "Dice": 0.976546057956937, + "FN": 1632, + "FP": 3004, + "IoU": 0.9541670785961444, + "TN": 775010, + "TP": 96514, + "n_pred": 99518, + "n_ref": 98146 + }, + "7": { + "Dice": 0.961267490608156, + "FN": 7734, + "FP": 2937, + "IoU": 0.9254235155987923, + "TN": 733072, + "TP": 132417, + "n_pred": 135354, + "n_ref": 140151 + }, + "8": { + "Dice": 0.895853123542721, + "FN": 7324, + "FP": 4736, + "IoU": 0.8113532199784136, + "TN": 812231, + "TP": 51869, + "n_pred": 56605, + "n_ref": 59193 + }, + "9": { + "Dice": 0.8530146729031844, + "FN": 1996, + "FP": 2592, + "IoU": 0.7437014691916652, + "TN": 858259, + "TP": 13313, + "n_pred": 15905, + "n_ref": 15309 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0015.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0015.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7572815533980582, + "FN": 25, + "FP": 0, + "IoU": 0.609375, + "TN": 525632, + "TP": 39, + "n_pred": 39, + "n_ref": 64 + }, + "10": { + "Dice": 0.8276677264204777, + "FN": 3242, + "FP": 986, + "IoU": 0.7060009735067102, + "TN": 511315, + "TP": 10153, + "n_pred": 11139, + "n_ref": 13395 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7992159745191719, + "FN": 403, + "FP": 1236, + "IoU": 0.6655784533768618, + "TN": 520795, + "TP": 3262, + "n_pred": 4498, + "n_ref": 3665 + }, + "13": { + "Dice": 0.36056338028169016, + "FN": 371, + "FP": 310, + "IoU": 0.21993127147766323, + "TN": 524823, + "TP": 192, + "n_pred": 502, + "n_ref": 563 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9443799542303738, + "FN": 991, + "FP": 686, + "IoU": 0.8946210883498806, + "TN": 509782, + "TP": 14237, + "n_pred": 14923, + "n_ref": 15228 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.9535331588563528, + "FN": 517, + "FP": 424, + "IoU": 0.9111929029822574, + "TN": 515100, + "TP": 9655, + "n_pred": 10079, + "n_ref": 10172 + }, + "8": { + "Dice": 0.7521423248882265, + "FN": 2188, + "FP": 3134, + "IoU": 0.6027468836306635, + "TN": 512299, + "TP": 8075, + "n_pred": 11209, + "n_ref": 10263 + }, + "9": { + "Dice": 0.7496835888060751, + "FN": 243, + "FP": 3317, + "IoU": 0.5995950961646609, + "TN": 516805, + "TP": 5331, + "n_pred": 8648, + "n_ref": 5574 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0017.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0017.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9254219772648984, + "FN": 522, + "FP": 344, + "IoU": 0.8611957044398141, + "TN": 519457, + "TP": 5373, + "n_pred": 5717, + "n_ref": 5895 + }, + "10": { + "Dice": 0.7549835190707895, + "FN": 4825, + "FP": 6102, + "IoU": 0.6064044377206254, + "TN": 497934, + "TP": 16835, + "n_pred": 22937, + "n_ref": 21660 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.1301518438177874, + "FN": 58, + "FP": 343, + "IoU": 0.06960556844547564, + "TN": 525265, + "TP": 30, + "n_pred": 373, + "n_ref": 88 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9964674868189807, + "FN": 993, + "FP": 213, + "IoU": 0.9929598430850598, + "TN": 354393, + "TP": 170097, + "n_pred": 170310, + "n_ref": 171090 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9689648710593458, + "FN": 3796, + "FP": 2663, + "IoU": 0.9397981153706344, + "TN": 418407, + "TP": 100830, + "n_pred": 103493, + "n_ref": 104626 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8879093198992444, + "FN": 169, + "FP": 3925, + "IoU": 0.79841449603624, + "TN": 505387, + "TP": 16215, + "n_pred": 20140, + "n_ref": 16384 + }, + "7": { + "Dice": 0.8431866640821865, + "FN": 7869, + "FP": 5884, + "IoU": 0.728887399463807, + "TN": 474968, + "TP": 36975, + "n_pred": 42859, + "n_ref": 44844 + }, + "8": { + "Dice": 0.9231325550160141, + "FN": 1104, + "FP": 384, + "IoU": 0.8572387988103233, + "TN": 515273, + "TP": 8935, + "n_pred": 9319, + "n_ref": 10039 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0019.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0019.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9289473684210526, + "FN": 69, + "FP": 363, + "IoU": 0.8673218673218673, + "TN": 697672, + "TP": 2824, + "n_pred": 3187, + "n_ref": 2893 + }, + "10": { + "Dice": 0.6456284413889685, + "FN": 34197, + "FP": 10339, + "IoU": 0.4766996451484032, + "TN": 615822, + "TP": 40570, + "n_pred": 50909, + "n_ref": 74767 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7187138263665594, + "FN": 896, + "FP": 1291, + "IoU": 0.5609315398514354, + "TN": 695947, + "TP": 2794, + "n_pred": 4085, + "n_ref": 3690 + }, + "13": { + "Dice": 0.7328518545401757, + "FN": 7505, + "FP": 7217, + "IoU": 0.5783474151510812, + "TN": 666013, + "TP": 20193, + "n_pred": 27410, + "n_ref": 27698 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.948585626911315, + "FN": 1703, + "FP": 2063, + "IoU": 0.902199600072714, + "TN": 662421, + "TP": 34741, + "n_pred": 36804, + "n_ref": 36444 + }, + "4": { + "Dice": 0.3669141039236479, + "FN": 1194, + "FP": 0, + "IoU": 0.22467532467532467, + "TN": 699388, + "TP": 346, + "n_pred": 346, + "n_ref": 1540 + }, + "5": { + "Dice": 0.5763125763125763, + "FN": 48, + "FP": 299, + "IoU": 0.40480274442538594, + "TN": 700345, + "TP": 236, + "n_pred": 535, + "n_ref": 284 + }, + "6": { + "Dice": 0.9355603723065153, + "FN": 10030, + "FP": 2605, + "IoU": 0.8789229073834507, + "TN": 596573, + "TP": 91720, + "n_pred": 94325, + "n_ref": 101750 + }, + "7": { + "Dice": 0.7990100494975251, + "FN": 1875, + "FP": 805, + "IoU": 0.6652928687398526, + "TN": 692921, + "TP": 5327, + "n_pred": 6132, + "n_ref": 7202 + }, + "8": { + "Dice": 0.9106234291669221, + "FN": 4589, + "FP": 1243, + "IoU": 0.835912441618367, + "TN": 665386, + "TP": 29710, + "n_pred": 30953, + "n_ref": 34299 + }, + "9": { + "Dice": 0.6418869778869779, + "FN": 5006, + "FP": 13213, + "IoU": 0.47263148753871537, + "TN": 666381, + "TP": 16328, + "n_pred": 29541, + "n_ref": 21334 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0045.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0045.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9558357528843259, + "FN": 6733, + "FP": 1922, + "IoU": 0.915407471118322, + "TN": 598614, + "TP": 93659, + "n_pred": 95581, + "n_ref": 100392 + }, + "10": { + "Dice": 0.6159122085048011, + "FN": 1878, + "FP": 362, + "IoU": 0.4449950445986125, + "TN": 696892, + "TP": 1796, + "n_pred": 2158, + "n_ref": 3674 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 22, + "IoU": 0.0, + "TN": 700906, + "TP": 0, + "n_pred": 22, + "n_ref": 0 + }, + "14": { + "Dice": 0.9551195461299473, + "FN": 1008, + "FP": 1650, + "IoU": 0.9140945670792799, + "TN": 669987, + "TP": 28283, + "n_pred": 29933, + "n_ref": 29291 + }, + "15": { + "Dice": 0.8653369086711502, + "FN": 12672, + "FP": 6110, + "IoU": 0.7626377514912547, + "TN": 621800, + "TP": 60346, + "n_pred": 66456, + "n_ref": 73018 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9034870909145052, + "FN": 1101, + "FP": 2140, + "IoU": 0.8239639346043126, + "TN": 682517, + "TP": 15170, + "n_pred": 17310, + "n_ref": 16271 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.965520508361023, + "FN": 3869, + "FP": 1226, + "IoU": 0.9333394389784383, + "TN": 624496, + "TP": 71337, + "n_pred": 72563, + "n_ref": 75206 + }, + "7": { + "Dice": 0.9739595642738973, + "FN": 4363, + "FP": 2909, + "IoU": 0.949240917181447, + "TN": 557663, + "TP": 135993, + "n_pred": 138902, + "n_ref": 140356 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0066.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0066.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.4527363184079602, + "FN": 174, + "FP": 706, + "IoU": 0.29260450160771706, + "TN": 524452, + "TP": 364, + "n_pred": 1070, + "n_ref": 538 + }, + "11": { + "Dice": 0.6308165851892088, + "FN": 1804, + "FP": 235, + "IoU": 0.46072467601163714, + "TN": 521915, + "TP": 1742, + "n_pred": 1977, + "n_ref": 3546 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 12, + "IoU": 0.0, + "TN": 525684, + "TP": 0, + "n_pred": 12, + "n_ref": 0 + }, + "13": { + "Dice": 0.32464980991503584, + "FN": 16681, + "FP": 9788, + "IoU": 0.1937802686485334, + "TN": 492865, + "TP": 6362, + "n_pred": 16150, + "n_ref": 23043 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8567044820531895, + "FN": 1881, + "FP": 1201, + "IoU": 0.7493289955266369, + "TN": 513401, + "TP": 9213, + "n_pred": 10414, + "n_ref": 11094 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1249, + "IoU": 0.0, + "TN": 524447, + "TP": 0, + "n_pred": 1249, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 4693, + "IoU": 0.0, + "TN": 521003, + "TP": 0, + "n_pred": 4693, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7720431255337319, + "FN": 598, + "FP": 7944, + "IoU": 0.6287216933976616, + "TN": 502689, + "TP": 14465, + "n_pred": 22409, + "n_ref": 15063 + }, + "7": { + "Dice": 0.47778744802243495, + "FN": 52490, + "FP": 1512, + "IoU": 0.31387695982517216, + "TN": 446990, + "TP": 24704, + "n_pred": 26216, + "n_ref": 77194 + }, + "8": { + "Dice": 0.8989569752281616, + "FN": 493, + "FP": 127, + "IoU": 0.8164594434576673, + "TN": 522318, + "TP": 2758, + "n_pred": 2885, + "n_ref": 3251 + }, + "9": { + "Dice": 0.4293841777504421, + "FN": 7453, + "FP": 7391, + "IoU": 0.27338587302364287, + "TN": 505267, + "TP": 5585, + "n_pred": 12976, + "n_ref": 13038 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0067.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0067.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.907734233065144, + "FN": 25474, + "FP": 27140, + "IoU": 0.831056195794226, + "TN": 1265659, + "TP": 258815, + "n_pred": 285955, + "n_ref": 284289 + }, + "10": { + "Dice": 0.690267181664379, + "FN": 3089, + "FP": 6614, + "IoU": 0.5270290031684134, + "TN": 1556573, + "TP": 10812, + "n_pred": 17426, + "n_ref": 13901 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.4066666666666667, + "FN": 481, + "FP": 53, + "IoU": 0.25523012552301255, + "TN": 1576371, + "TP": 183, + "n_pred": 236, + "n_ref": 664 + }, + "13": { + "Dice": 0.7705137114449137, + "FN": 3008, + "FP": 5578, + "IoU": 0.6266956521739131, + "TN": 1554088, + "TP": 14414, + "n_pred": 19992, + "n_ref": 17422 + }, + "14": { + "Dice": 0.885438572355103, + "FN": 4251, + "FP": 13236, + "IoU": 0.794427790513137, + "TN": 1492023, + "TP": 67578, + "n_pred": 80814, + "n_ref": 71829 + }, + "15": { + "Dice": 0.520811330462805, + "FN": 1227, + "FP": 16468, + "IoU": 0.35209256343597817, + "TN": 1549777, + "TP": 9616, + "n_pred": 26084, + "n_ref": 10843 + }, + "2": { + "Dice": 0.5384615384615384, + "FN": 38, + "FP": 58, + "IoU": 0.3684210526315789, + "TN": 1576936, + "TP": 56, + "n_pred": 114, + "n_ref": 94 + }, + "3": { + "Dice": 0.8397494653223343, + "FN": 440, + "FP": 1658, + "IoU": 0.7237656352863726, + "TN": 1569493, + "TP": 5497, + "n_pred": 7155, + "n_ref": 5937 + }, + "4": { + "Dice": 0.8868831913260597, + "FN": 8099, + "FP": 3544, + "IoU": 0.7967566246552387, + "TN": 1519802, + "TP": 45643, + "n_pred": 49187, + "n_ref": 53742 + }, + "5": { + "Dice": 0.7230901945749065, + "FN": 1340, + "FP": 1549, + "IoU": 0.5662813391382675, + "TN": 1570427, + "TP": 3772, + "n_pred": 5321, + "n_ref": 5112 + }, + "6": { + "Dice": 0.8054487771305793, + "FN": 31331, + "FP": 15029, + "IoU": 0.6742689318887625, + "TN": 1434762, + "TP": 95966, + "n_pred": 110995, + "n_ref": 127297 + }, + "7": { + "Dice": 0.8222181785096897, + "FN": 1331, + "FP": 6485, + "IoU": 0.6981073773657783, + "TN": 1551198, + "TP": 18074, + "n_pred": 24559, + "n_ref": 19405 + }, + "8": { + "Dice": 0.9412932397162078, + "FN": 408, + "FP": 1189, + "IoU": 0.8890972222222222, + "TN": 1562688, + "TP": 12803, + "n_pred": 13992, + "n_ref": 13211 + }, + "9": { + "Dice": 0.8394542799130837, + "FN": 2468, + "FP": 6546, + "IoU": 0.7233271945979128, + "TN": 1544508, + "TP": 23566, + "n_pred": 30112, + "n_ref": 26034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0077.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0077.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9387614283249957, + "FN": 186, + "FP": 169, + "IoU": 0.8845903771131339, + "TN": 347388, + "TP": 2721, + "n_pred": 2890, + "n_ref": 2907 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7724874533522069, + "FN": 1830, + "FP": 47674, + "IoU": 0.6293112485585491, + "TN": 216918, + "TP": 84042, + "n_pred": 131716, + "n_ref": 85872 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 69, + "IoU": 0.0, + "TN": 350395, + "TP": 0, + "n_pred": 69, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9099433721001036, + "FN": 364, + "FP": 1115, + "IoU": 0.8347670651323874, + "TN": 341513, + "TP": 7472, + "n_pred": 8587, + "n_ref": 7836 + }, + "7": { + "Dice": 0.8183990442054958, + "FN": 257, + "FP": 47, + "IoU": 0.6926188068756319, + "TN": 349475, + "TP": 685, + "n_pred": 732, + "n_ref": 942 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0103.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0103.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9726730475794146, + "FN": 208, + "FP": 186, + "IoU": 0.9467998919794761, + "TN": 2621074, + "TP": 7012, + "n_pred": 7198, + "n_ref": 7220 + }, + "10": { + "Dice": 0.7002063533583283, + "FN": 1438, + "FP": 19192, + "IoU": 0.5387057823889808, + "TN": 2583758, + "TP": 24092, + "n_pred": 43284, + "n_ref": 25530 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7790860970076698, + "FN": 1085, + "FP": 960, + "IoU": 0.6381171474075384, + "TN": 2622829, + "TP": 3606, + "n_pred": 4566, + "n_ref": 4691 + }, + "13": { + "Dice": 0.8095439659589636, + "FN": 6630, + "FP": 1919, + "IoU": 0.6800284452429074, + "TN": 2601762, + "TP": 18169, + "n_pred": 20088, + "n_ref": 24799 + }, + "14": { + "Dice": 0.005437681502992947, + "FN": 2434, + "FP": 131816, + "IoU": 0.002726252999249723, + "TN": 2493863, + "TP": 367, + "n_pred": 132183, + "n_ref": 2801 + }, + "15": { + "Dice": 0.9151441768689179, + "FN": 1489, + "FP": 7972, + "IoU": 0.8435629485102021, + "TN": 2568002, + "TP": 51017, + "n_pred": 58989, + "n_ref": 52506 + }, + "2": { + "Dice": 0.9829319791527462, + "FN": 1402, + "FP": 1791, + "IoU": 0.9664368154392752, + "TN": 2533346, + "TP": 91941, + "n_pred": 93732, + "n_ref": 93343 + }, + "3": { + "Dice": 0.9798467821583963, + "FN": 653, + "FP": 102, + "IoU": 0.9604898215500549, + "TN": 2609371, + "TP": 18354, + "n_pred": 18456, + "n_ref": 19007 + }, + "4": { + "Dice": 0.8934187536400698, + "FN": 312, + "FP": 237, + "IoU": 0.8073684210526316, + "TN": 2625630, + "TP": 2301, + "n_pred": 2538, + "n_ref": 2613 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9628990509059534, + "FN": 363, + "FP": 153, + "IoU": 0.9284525790349417, + "TN": 2621268, + "TP": 6696, + "n_pred": 6849, + "n_ref": 7059 + }, + "7": { + "Dice": 0.7686299503020523, + "FN": 31454, + "FP": 2671, + "IoU": 0.6242071183155669, + "TN": 2537672, + "TP": 56683, + "n_pred": 59354, + "n_ref": 88137 + }, + "8": { + "Dice": 0.8795180722891566, + "FN": 19, + "FP": 1, + "IoU": 0.7849462365591398, + "TN": 2628387, + "TP": 73, + "n_pred": 74, + "n_ref": 92 + }, + "9": { + "Dice": 0.851531710548104, + "FN": 259, + "FP": 4224, + "IoU": 0.741449910606148, + "TN": 2611141, + "TP": 12856, + "n_pred": 17080, + "n_ref": 13115 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0111.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0111.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9140784872425851, + "FN": 1293, + "FP": 2024, + "IoU": 0.8417537331234197, + "TN": 855199, + "TP": 17644, + "n_pred": 19668, + "n_ref": 18937 + }, + "11": { + "Dice": 0.34050179211469533, + "FN": 670, + "FP": 66, + "IoU": 0.20518358531317496, + "TN": 875234, + "TP": 190, + "n_pred": 256, + "n_ref": 860 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.611688247747526, + "FN": 5276, + "FP": 18385, + "IoU": 0.4405986240158877, + "TN": 833863, + "TP": 18636, + "n_pred": 37021, + "n_ref": 23912 + }, + "14": { + "Dice": 0.7782796913231695, + "FN": 1181, + "FP": 8243, + "IoU": 0.6370358958558003, + "TN": 850196, + "TP": 16540, + "n_pred": 24783, + "n_ref": 17721 + }, + "15": { + "Dice": 0.9439413497827223, + "FN": 11025, + "FP": 353, + "IoU": 0.8938342104280969, + "TN": 768988, + "TP": 95794, + "n_pred": 96147, + "n_ref": 106819 + }, + "2": { + "Dice": 0.9769084487910894, + "FN": 1185, + "FP": 600, + "IoU": 0.9548592671269251, + "TN": 836617, + "TP": 37758, + "n_pred": 38358, + "n_ref": 38943 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9378286546395923, + "FN": 1600, + "FP": 4548, + "IoU": 0.8829353745382535, + "TN": 823642, + "TP": 46370, + "n_pred": 50918, + "n_ref": 47970 + }, + "5": { + "Dice": 0.0, + "FN": 169, + "FP": 0, + "IoU": 0.0, + "TN": 875991, + "TP": 0, + "n_pred": 0, + "n_ref": 169 + }, + "6": { + "Dice": 0.9686663655218306, + "FN": 5570, + "FP": 881, + "IoU": 0.9392366671062299, + "TN": 769994, + "TP": 99715, + "n_pred": 100596, + "n_ref": 105285 + }, + "7": { + "Dice": 0.6281198003327787, + "FN": 414, + "FP": 480, + "IoU": 0.4578532443905397, + "TN": 874511, + "TP": 755, + "n_pred": 1235, + "n_ref": 1169 + }, + "8": { + "Dice": 0.9550501432664756, + "FN": 3849, + "FP": 669, + "IoU": 0.9139674378748929, + "TN": 823645, + "TP": 47997, + "n_pred": 48666, + "n_ref": 51846 + }, + "9": { + "Dice": 0.864910790144435, + "FN": 565, + "FP": 1184, + "IoU": 0.7619760479041916, + "TN": 868812, + "TP": 5599, + "n_pred": 6783, + "n_ref": 6164 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0116.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0116.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7485380116959064, + "FN": 301, + "FP": 0, + "IoU": 0.5981308411214953, + "TN": 875411, + "TP": 448, + "n_pred": 448, + "n_ref": 749 + }, + "10": { + "Dice": 0.760383896775842, + "FN": 12695, + "FP": 2310, + "IoU": 0.6134027258908098, + "TN": 837347, + "TP": 23808, + "n_pred": 26118, + "n_ref": 36503 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.75970960334327, + "FN": 3045, + "FP": 13802, + "IoU": 0.6125255870650199, + "TN": 832681, + "TP": 26632, + "n_pred": 40434, + "n_ref": 29677 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.795688508935058, + "FN": 23032, + "FP": 21683, + "IoU": 0.6606999226017938, + "TN": 744374, + "TP": 87071, + "n_pred": 108754, + "n_ref": 110103 + }, + "3": { + "Dice": 0.7117094451730321, + "FN": 52361, + "FP": 1496, + "IoU": 0.5524448211673979, + "TN": 755824, + "TP": 66479, + "n_pred": 67975, + "n_ref": 118840 + }, + "4": { + "Dice": 0.07242178447276941, + "FN": 14, + "FP": 3188, + "IoU": 0.03757138563270213, + "TN": 872833, + "TP": 125, + "n_pred": 3313, + "n_ref": 139 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9348915806364578, + "FN": 2696, + "FP": 1889, + "IoU": 0.8777431138842225, + "TN": 838657, + "TP": 32918, + "n_pred": 34807, + "n_ref": 35614 + }, + "7": { + "Dice": 0.936656183335799, + "FN": 12049, + "FP": 1224, + "IoU": 0.8808591996840386, + "TN": 764754, + "TP": 98133, + "n_pred": 99357, + "n_ref": 110182 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9056018168054504, + "FN": 428, + "FP": 2066, + "IoU": 0.8274884139171336, + "TN": 861703, + "TP": 11963, + "n_pred": 14029, + "n_ref": 12391 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0127.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0127.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9376429570740157, + "FN": 2293, + "FP": 3323, + "IoU": 0.8826062417692677, + "TN": 1529249, + "TP": 42223, + "n_pred": 45546, + "n_ref": 44516 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.872719943565454, + "FN": 969, + "FP": 294, + "IoU": 0.7741820132308243, + "TN": 1571495, + "TP": 4330, + "n_pred": 4624, + "n_ref": 5299 + }, + "13": { + "Dice": 0.9529718456725756, + "FN": 1908, + "FP": 798, + "IoU": 0.9101683099292899, + "TN": 1546965, + "TP": 27417, + "n_pred": 28215, + "n_ref": 29325 + }, + "14": { + "Dice": 0.11529933481152993, + "FN": 17564, + "FP": 790, + "IoU": 0.0611764705882353, + "TN": 1557538, + "TP": 1196, + "n_pred": 1986, + "n_ref": 18760 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 7222, + "IoU": 0.0, + "TN": 1569866, + "TP": 0, + "n_pred": 7222, + "n_ref": 0 + }, + "2": { + "Dice": 0.8838383838383839, + "FN": 33, + "FP": 13, + "IoU": 0.7918552036199095, + "TN": 1576867, + "TP": 175, + "n_pred": 188, + "n_ref": 208 + }, + "3": { + "Dice": 0.9685677419354839, + "FN": 278, + "FP": 331, + "IoU": 0.9390512409927942, + "TN": 1567096, + "TP": 9383, + "n_pred": 9714, + "n_ref": 9661 + }, + "4": { + "Dice": 0.7962924490611266, + "FN": 2831, + "FP": 9916, + "IoU": 0.6615331510050184, + "TN": 1539427, + "TP": 24914, + "n_pred": 34830, + "n_ref": 27745 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9777234165683195, + "FN": 5791, + "FP": 3024, + "IoU": 0.9564176979249583, + "TN": 1374827, + "TP": 193446, + "n_pred": 196470, + "n_ref": 199237 + }, + "7": { + "Dice": 0.4062894452465924, + "FN": 16393, + "FP": 245127, + "IoU": 0.2549330203246705, + "TN": 1226086, + "TP": 89482, + "n_pred": 334609, + "n_ref": 105875 + }, + "8": { + "Dice": 0.9184149184149184, + "FN": 26, + "FP": 9, + "IoU": 0.8491379310344828, + "TN": 1576856, + "TP": 197, + "n_pred": 206, + "n_ref": 223 + }, + "9": { + "Dice": 0.9494499738082766, + "FN": 391, + "FP": 381, + "IoU": 0.9037646472201446, + "TN": 1569066, + "TP": 7250, + "n_pred": 7631, + "n_ref": 7641 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0131.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0131.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0170.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0170.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.952320521099475, + "FN": 6832, + "FP": 1659, + "IoU": 0.9089807906697539, + "TN": 782872, + "TP": 84797, + "n_pred": 86456, + "n_ref": 91629 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 22, + "IoU": 0.0, + "TN": 876138, + "TP": 0, + "n_pred": 22, + "n_ref": 0 + }, + "11": { + "Dice": 0.720753412821842, + "FN": 2560, + "FP": 672, + "IoU": 0.5634202350398487, + "TN": 868757, + "TP": 4171, + "n_pred": 4843, + "n_ref": 6731 + }, + "12": { + "Dice": 0.667632150615496, + "FN": 2680, + "FP": 992, + "IoU": 0.5010869565217392, + "TN": 868800, + "TP": 3688, + "n_pred": 4680, + "n_ref": 6368 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9556401811445039, + "FN": 929, + "FP": 795, + "IoU": 0.915048782891495, + "TN": 855866, + "TP": 18570, + "n_pred": 19365, + "n_ref": 19499 + }, + "3": { + "Dice": 0.9622800370463922, + "FN": 1600, + "FP": 192, + "IoU": 0.9273022312373225, + "TN": 851510, + "TP": 22858, + "n_pred": 23050, + "n_ref": 24458 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 876155, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "6": { + "Dice": 0.9910294284849851, + "FN": 3565, + "FP": 1090, + "IoU": 0.9822183683681772, + "TN": 614373, + "TP": 257132, + "n_pred": 258222, + "n_ref": 260697 + }, + "7": { + "Dice": 0.7470530451866405, + "FN": 434, + "FP": 1626, + "IoU": 0.5962367698941592, + "TN": 871058, + "TP": 3042, + "n_pred": 4668, + "n_ref": 3476 + }, + "8": { + "Dice": 0.9655310621242486, + "FN": 200, + "FP": 832, + "IoU": 0.9333591631150717, + "TN": 860674, + "TP": 14454, + "n_pred": 15286, + "n_ref": 14654 + }, + "9": { + "Dice": 0.758217677136596, + "FN": 532, + "FP": 792, + "IoU": 0.6105882352941177, + "TN": 872760, + "TP": 2076, + "n_pred": 2868, + "n_ref": 2608 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0172.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0172.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9100612529565165, + "FN": 529, + "FP": 954, + "IoU": 0.8349655018918317, + "TN": 867174, + "TP": 7503, + "n_pred": 8457, + "n_ref": 8032 + }, + "10": { + "Dice": 0.5540838852097131, + "FN": 1336, + "FP": 684, + "IoU": 0.383206106870229, + "TN": 872885, + "TP": 1255, + "n_pred": 1939, + "n_ref": 2591 + }, + "11": { + "Dice": 0.4263959390862944, + "FN": 0, + "FP": 339, + "IoU": 0.2709677419354839, + "TN": 875695, + "TP": 126, + "n_pred": 465, + "n_ref": 126 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7750942342593885, + "FN": 305, + "FP": 1306, + "IoU": 0.6327786642352404, + "TN": 871773, + "TP": 2776, + "n_pred": 4082, + "n_ref": 3081 + }, + "14": { + "Dice": 0.6567058823529411, + "FN": 11600, + "FP": 8826, + "IoU": 0.488877211420564, + "TN": 836197, + "TP": 19537, + "n_pred": 28363, + "n_ref": 31137 + }, + "15": { + "Dice": 0.7428824926280629, + "FN": 4069, + "FP": 5784, + "IoU": 0.5909411715863329, + "TN": 852073, + "TP": 14234, + "n_pred": 20018, + "n_ref": 18303 + }, + "2": { + "Dice": 0.937984496124031, + "FN": 47, + "FP": 49, + "IoU": 0.8832116788321168, + "TN": 875338, + "TP": 726, + "n_pred": 775, + "n_ref": 773 + }, + "3": { + "Dice": 0.970524241348092, + "FN": 4154, + "FP": 1739, + "IoU": 0.9427363715868234, + "TN": 773250, + "TP": 97017, + "n_pred": 98756, + "n_ref": 101171 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.2560846560846561, + "FN": 917, + "FP": 9628, + "IoU": 0.14684466019417475, + "TN": 863800, + "TP": 1815, + "n_pred": 11443, + "n_ref": 2732 + }, + "6": { + "Dice": 0.9332811264858635, + "FN": 2872, + "FP": 6159, + "IoU": 0.8749082346422883, + "TN": 803965, + "TP": 63164, + "n_pred": 69323, + "n_ref": 66036 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.967214257499361, + "FN": 4482, + "FP": 1162, + "IoU": 0.9365100791936645, + "TN": 787264, + "TP": 83252, + "n_pred": 84414, + "n_ref": 87734 + }, + "9": { + "Dice": 0.8338399589435869, + "FN": 11935, + "FP": 692, + "IoU": 0.7150304671631685, + "TN": 831850, + "TP": 31683, + "n_pred": 32375, + "n_ref": 43618 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0181.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0181.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5628997867803838, + "FN": 143, + "FP": 62, + "IoU": 0.3916913946587537, + "TN": 1401519, + "TP": 132, + "n_pred": 194, + "n_ref": 275 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.7841709722874589, + "FN": 515, + "FP": 1323, + "IoU": 0.6449681282596098, + "TN": 1396679, + "TP": 3339, + "n_pred": 4662, + "n_ref": 3854 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9502600058095493, + "FN": 5188, + "FP": 3545, + "IoU": 0.9052336874545592, + "TN": 1309703, + "TP": 83420, + "n_pred": 86965, + "n_ref": 88608 + }, + "15": { + "Dice": 0.5924142083082481, + "FN": 546, + "FP": 3516, + "IoU": 0.42087254063301965, + "TN": 1394842, + "TP": 2952, + "n_pred": 6468, + "n_ref": 3498 + }, + "2": { + "Dice": 0.9675264588514256, + "FN": 1087, + "FP": 1159, + "IoU": 0.9370956448676656, + "TN": 1366151, + "TP": 33459, + "n_pred": 34618, + "n_ref": 34546 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6588211215718379, + "FN": 3681, + "FP": 2987, + "IoU": 0.491225392949794, + "TN": 1388750, + "TP": 6438, + "n_pred": 9425, + "n_ref": 10119 + }, + "6": { + "Dice": 0.9774403361115915, + "FN": 4686, + "FP": 6923, + "IoU": 0.9558760927404029, + "TN": 1138756, + "TP": 251491, + "n_pred": 258414, + "n_ref": 256177 + }, + "7": { + "Dice": 0.0, + "FN": 480, + "FP": 5687, + "IoU": 0.0, + "TN": 1395689, + "TP": 0, + "n_pred": 5687, + "n_ref": 480 + }, + "8": { + "Dice": 0.9465193826662601, + "FN": 6775, + "FP": 4099, + "IoU": 0.898468720821662, + "TN": 1294756, + "TP": 96226, + "n_pred": 100325, + "n_ref": 103001 + }, + "9": { + "Dice": 0.810126582278481, + "FN": 494, + "FP": 481, + "IoU": 0.6808510638297872, + "TN": 1398801, + "TP": 2080, + "n_pred": 2561, + "n_ref": 2574 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0190.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0190.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9759455774918362, + "FN": 1052, + "FP": 4259, + "IoU": 0.9530212028199662, + "TN": 938341, + "TP": 107740, + "n_pred": 111999, + "n_ref": 108792 + }, + "10": { + "Dice": 0.895525047263657, + "FN": 4666, + "FP": 5889, + "IoU": 0.8108151706337826, + "TN": 995600, + "TP": 45237, + "n_pred": 51126, + "n_ref": 49903 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8086159940579352, + "FN": 2262, + "FP": 5468, + "IoU": 0.6787198669991688, + "TN": 1027332, + "TP": 16330, + "n_pred": 21798, + "n_ref": 18592 + }, + "14": { + "Dice": 0.8200317244504872, + "FN": 2415, + "FP": 1556, + "IoU": 0.6949608234751882, + "TN": 1038374, + "TP": 9047, + "n_pred": 10603, + "n_ref": 11462 + }, + "15": { + "Dice": 0.9232458943991818, + "FN": 5551, + "FP": 7657, + "IoU": 0.8574342921906201, + "TN": 958747, + "TP": 79437, + "n_pred": 87094, + "n_ref": 84988 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9471116225546605, + "FN": 737, + "FP": 412, + "IoU": 0.8995365917635744, + "TN": 1039955, + "TP": 10288, + "n_pred": 10700, + "n_ref": 11025 + }, + "4": { + "Dice": 0.8577592511335381, + "FN": 271, + "FP": 3619, + "IoU": 0.7509443626352519, + "TN": 1035773, + "TP": 11729, + "n_pred": 15348, + "n_ref": 12000 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9416003807192875, + "FN": 6337, + "FP": 1394, + "IoU": 0.8896454265159301, + "TN": 981336, + "TP": 62325, + "n_pred": 63719, + "n_ref": 68662 + }, + "7": { + "Dice": 0.8923022868578238, + "FN": 55002, + "FP": 1398, + "IoU": 0.8055467446318489, + "TN": 761348, + "TP": 233644, + "n_pred": 235042, + "n_ref": 288646 + }, + "8": { + "Dice": 0.9409868362138444, + "FN": 54, + "FP": 605, + "IoU": 0.8885506511077287, + "TN": 1045479, + "TP": 5254, + "n_pred": 5859, + "n_ref": 5308 + }, + "9": { + "Dice": 0.9329916720051249, + "FN": 194, + "FP": 852, + "IoU": 0.8743996157540826, + "TN": 1043064, + "TP": 7282, + "n_pred": 8134, + "n_ref": 7476 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0259.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0259.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9533705017739483, + "FN": 279, + "FP": 273, + "IoU": 0.9108958837772397, + "TN": 1570893, + "TP": 5643, + "n_pred": 5916, + "n_ref": 5922 + }, + "10": { + "Dice": 0.8923146678757651, + "FN": 1232, + "FP": 193, + "IoU": 0.8055669259107655, + "TN": 1569759, + "TP": 5904, + "n_pred": 6097, + "n_ref": 7136 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7833888746475263, + "FN": 905, + "FP": 785, + "IoU": 0.6439106616097766, + "TN": 1572342, + "TP": 3056, + "n_pred": 3841, + "n_ref": 3961 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1272, + "IoU": 0.0, + "TN": 1575816, + "TP": 0, + "n_pred": 1272, + "n_ref": 0 + }, + "14": { + "Dice": 0.07285782379846455, + "FN": 353, + "FP": 91066, + "IoU": 0.03780614876172233, + "TN": 1482077, + "TP": 3592, + "n_pred": 94658, + "n_ref": 3945 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 5427, + "IoU": 0.0, + "TN": 1571661, + "TP": 0, + "n_pred": 5427, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9744890038809831, + "FN": 2500, + "FP": 1444, + "IoU": 0.9502472499747704, + "TN": 1497816, + "TP": 75328, + "n_pred": 76772, + "n_ref": 77828 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 21, + "IoU": 0.0, + "TN": 1577067, + "TP": 0, + "n_pred": 21, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9665403415279641, + "FN": 456, + "FP": 3261, + "IoU": 0.9352472867271745, + "TN": 1519685, + "TP": 53686, + "n_pred": 56947, + "n_ref": 54142 + }, + "7": { + "Dice": 0.03396456510739877, + "FN": 3677, + "FP": 219710, + "IoU": 0.01727566273964648, + "TN": 1349774, + "TP": 3927, + "n_pred": 223637, + "n_ref": 7604 + }, + "8": { + "Dice": 0.9694125009778612, + "FN": 719, + "FP": 454, + "IoU": 0.9406406558372552, + "TN": 1557327, + "TP": 18588, + "n_pred": 19042, + "n_ref": 19307 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0264.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0264.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8944922471049316, + "FN": 10805, + "FP": 22523, + "IoU": 0.809123450073022, + "TN": 1577715, + "TP": 141277, + "n_pred": 163800, + "n_ref": 152082 + }, + "10": { + "Dice": 0.9331533644590977, + "FN": 949, + "FP": 2072, + "IoU": 0.8746837018293442, + "TN": 1728213, + "TP": 21086, + "n_pred": 23158, + "n_ref": 22035 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7035259834871297, + "FN": 1342, + "FP": 13919, + "IoU": 0.5426456485255334, + "TN": 1718952, + "TP": 18107, + "n_pred": 32026, + "n_ref": 19449 + }, + "14": { + "Dice": 0.47126122608356114, + "FN": 432981, + "FP": 331, + "IoU": 0.30826798804628236, + "TN": 1125904, + "TP": 193104, + "n_pred": 193435, + "n_ref": 626085 + }, + "15": { + "Dice": 0.6628747644337845, + "FN": 27925, + "FP": 1592, + "IoU": 0.4957462074620746, + "TN": 1693784, + "TP": 29019, + "n_pred": 30611, + "n_ref": 56944 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.707925592876664, + "FN": 50, + "FP": 3263, + "IoU": 0.5478984716157205, + "TN": 1744992, + "TP": 4015, + "n_pred": 7278, + "n_ref": 4065 + }, + "4": { + "Dice": 0.6133054580751138, + "FN": 374, + "FP": 4805, + "IoU": 0.4422786991169502, + "TN": 1743034, + "TP": 4107, + "n_pred": 8912, + "n_ref": 4481 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 2307, + "IoU": 0.0, + "TN": 1750013, + "TP": 0, + "n_pred": 2307, + "n_ref": 0 + }, + "6": { + "Dice": 0.46635341937501085, + "FN": 28530, + "FP": 94356, + "IoU": 0.30408141306256053, + "TN": 1575739, + "TP": 53695, + "n_pred": 148051, + "n_ref": 82225 + }, + "7": { + "Dice": 0.865591071016061, + "FN": 2437, + "FP": 8618, + "IoU": 0.7630326674097574, + "TN": 1705668, + "TP": 35597, + "n_pred": 44215, + "n_ref": 38034 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 18, + "FP": 4, + "IoU": 0.0, + "TN": 1752298, + "TP": 0, + "n_pred": 4, + "n_ref": 18 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0268.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0268.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.5639970171513796, + "FN": 1394, + "FP": 13223, + "IoU": 0.39275476714718954, + "TN": 1377785, + "TP": 9454, + "n_pred": 22677, + "n_ref": 10848 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7994977046079079, + "FN": 18885, + "FP": 5704, + "IoU": 0.6659693260701235, + "TN": 1328243, + "TP": 49024, + "n_pred": 54728, + "n_ref": 67909 + }, + "14": { + "Dice": 0.0, + "FN": 579, + "FP": 32992, + "IoU": 0.0, + "TN": 1368285, + "TP": 0, + "n_pred": 32992, + "n_ref": 579 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9212627669452182, + "FN": 168, + "FP": 680, + "IoU": 0.8540196247202617, + "TN": 1396047, + "TP": 4961, + "n_pred": 5641, + "n_ref": 5129 + }, + "4": { + "Dice": 0.9195034794056799, + "FN": 7968, + "FP": 592, + "IoU": 0.8510008703220191, + "TN": 1344406, + "TP": 48890, + "n_pred": 49482, + "n_ref": 56858 + }, + "5": { + "Dice": 0.928556263269639, + "FN": 428, + "FP": 918, + "IoU": 0.8666402457148519, + "TN": 1391763, + "TP": 8747, + "n_pred": 9665, + "n_ref": 9175 + }, + "6": { + "Dice": 0.9600365380223795, + "FN": 3927, + "FP": 3598, + "IoU": 0.9231444883618797, + "TN": 1303945, + "TP": 90386, + "n_pred": 93984, + "n_ref": 94313 + }, + "7": { + "Dice": 0.6758879674542325, + "FN": 3771, + "FP": 16943, + "IoU": 0.5104462091132539, + "TN": 1359544, + "TP": 21598, + "n_pred": 38541, + "n_ref": 25369 + }, + "8": { + "Dice": 0.9466502046916628, + "FN": 587, + "FP": 234, + "IoU": 0.8987045033929673, + "TN": 1393751, + "TP": 7284, + "n_pred": 7518, + "n_ref": 7871 + }, + "9": { + "Dice": 0.8608253728189673, + "FN": 1648, + "FP": 10867, + "IoU": 0.7556570803803276, + "TN": 1350637, + "TP": 38704, + "n_pred": 49571, + "n_ref": 40352 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0348.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0348.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9865035620138994, + "FN": 1518, + "FP": 960, + "IoU": 0.973366580324803, + "TN": 3236367, + "TP": 90563, + "n_pred": 91523, + "n_ref": 92081 + }, + "10": { + "Dice": 0.007361963190184049, + "FN": 5, + "FP": 14557, + "IoU": 0.003694581280788177, + "TN": 3314792, + "TP": 54, + "n_pred": 14611, + "n_ref": 59 + }, + "11": { + "Dice": 0.6891973445986723, + "FN": 1386, + "FP": 674, + "IoU": 0.5257826887661142, + "TN": 3325064, + "TP": 2284, + "n_pred": 2958, + "n_ref": 3670 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.06286379511059371, + "FN": 36, + "FP": 769, + "IoU": 0.03245192307692308, + "TN": 3328576, + "TP": 27, + "n_pred": 796, + "n_ref": 63 + }, + "14": { + "Dice": 0.0, + "FN": 8559, + "FP": 85574, + "IoU": 0.0, + "TN": 3235275, + "TP": 0, + "n_pred": 85574, + "n_ref": 8559 + }, + "15": { + "Dice": 0.26946411072329085, + "FN": 4267, + "FP": 128429, + "IoU": 0.15571136801786611, + "TN": 3172239, + "TP": 24473, + "n_pred": 152902, + "n_ref": 28740 + }, + "2": { + "Dice": 0.9768264268763032, + "FN": 2523, + "FP": 3912, + "IoU": 0.9547025573521234, + "TN": 3187347, + "TP": 135626, + "n_pred": 139538, + "n_ref": 138149 + }, + "3": { + "Dice": 0.9244124497141647, + "FN": 252, + "FP": 105, + "IoU": 0.8594488188976378, + "TN": 3326868, + "TP": 2183, + "n_pred": 2288, + "n_ref": 2435 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.1958782519031849, + "FN": 679, + "FP": 691821, + "IoU": 0.10857263491769262, + "TN": 2552564, + "TP": 84344, + "n_pred": 776165, + "n_ref": 85023 + }, + "7": { + "Dice": 0.9059219194230635, + "FN": 22238, + "FP": 4896, + "IoU": 0.8280230958885009, + "TN": 3171631, + "TP": 130643, + "n_pred": 135539, + "n_ref": 152881 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8936170212765957, + "FN": 12, + "FP": 43, + "IoU": 0.8076923076923077, + "TN": 3329122, + "TP": 231, + "n_pred": 274, + "n_ref": 243 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0350.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0350.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.901213171577123, + "FN": 26, + "FP": 31, + "IoU": 0.8201892744479495, + "TN": 875843, + "TP": 260, + "n_pred": 291, + "n_ref": 286 + }, + "14": { + "Dice": 0.9202409801258918, + "FN": 13538, + "FP": 7724, + "IoU": 0.8522651473040578, + "TN": 732240, + "TP": 122658, + "n_pred": 130382, + "n_ref": 136196 + }, + "15": { + "Dice": 0.8509375310998062, + "FN": 3008, + "FP": 22455, + "IoU": 0.7405494080006522, + "TN": 778018, + "TP": 72679, + "n_pred": 95134, + "n_ref": 75687 + }, + "2": { + "Dice": 0.9734302227708883, + "FN": 2985, + "FP": 2697, + "IoU": 0.948235808576348, + "TN": 766393, + "TP": 104085, + "n_pred": 106782, + "n_ref": 107070 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.960392212706227, + "FN": 610, + "FP": 1337, + "IoU": 0.923802442078898, + "TN": 850608, + "TP": 23605, + "n_pred": 24942, + "n_ref": 24215 + }, + "7": { + "Dice": 0.9576409862171216, + "FN": 1478, + "FP": 6236, + "IoU": 0.9187247134187457, + "TN": 781248, + "TP": 87198, + "n_pred": 93434, + "n_ref": 88676 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0374.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0374.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9114391143911439, + "FN": 39, + "FP": 9, + "IoU": 0.8372881355932204, + "TN": 350169, + "TP": 247, + "n_pred": 256, + "n_ref": 286 + }, + "10": { + "Dice": 0.9059494702526487, + "FN": 930, + "FP": 1378, + "IoU": 0.8280691299165673, + "TN": 337040, + "TP": 11116, + "n_pred": 12494, + "n_ref": 12046 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8233712512926578, + "FN": 1094, + "FP": 614, + "IoU": 0.6997714888381086, + "TN": 344775, + "TP": 3981, + "n_pred": 4595, + "n_ref": 5075 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9029260329021725, + "FN": 5310, + "FP": 101, + "IoU": 0.8230311355311355, + "TN": 319888, + "TP": 25165, + "n_pred": 25266, + "n_ref": 30475 + }, + "15": { + "Dice": 0.7773241931756912, + "FN": 74, + "FP": 2817, + "IoU": 0.6357565830918483, + "TN": 342527, + "TP": 5046, + "n_pred": 7863, + "n_ref": 5120 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9564655252027114, + "FN": 1441, + "FP": 916, + "IoU": 0.9165634181740947, + "TN": 322215, + "TP": 25892, + "n_pred": 26808, + "n_ref": 27333 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.9590144639447598, + "FN": 1238, + "FP": 329, + "IoU": 0.9212562814070352, + "TN": 330564, + "TP": 18333, + "n_pred": 18662, + "n_ref": 19571 + }, + "8": { + "Dice": 0.8983957219251337, + "FN": 51, + "FP": 6, + "IoU": 0.8155339805825242, + "TN": 350155, + "TP": 252, + "n_pred": 258, + "n_ref": 303 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0378.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0378.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9144720947088669, + "FN": 1192, + "FP": 224, + "IoU": 0.8424215446249722, + "TN": 1392870, + "TP": 7570, + "n_pred": 7794, + "n_ref": 8762 + }, + "10": { + "Dice": 0.8508603682595353, + "FN": 1796, + "FP": 9090, + "IoU": 0.7404325329645437, + "TN": 1359917, + "TP": 31053, + "n_pred": 40143, + "n_ref": 32849 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.11538461538461539, + "FN": 7, + "FP": 39, + "IoU": 0.061224489795918366, + "TN": 1401807, + "TP": 3, + "n_pred": 42, + "n_ref": 10 + }, + "13": { + "Dice": 0.8966500356379188, + "FN": 88, + "FP": 57, + "IoU": 0.8126614987080103, + "TN": 1401082, + "TP": 629, + "n_pred": 686, + "n_ref": 717 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 26823, + "IoU": 0.0, + "TN": 1375033, + "TP": 0, + "n_pred": 26823, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9690383923934321, + "FN": 132, + "FP": 643, + "IoU": 0.9399364488878555, + "TN": 1388953, + "TP": 12128, + "n_pred": 12771, + "n_ref": 12260 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9811952660734757, + "FN": 6324, + "FP": 5995, + "IoU": 0.9630847142728717, + "TN": 1068146, + "TP": 321391, + "n_pred": 327386, + "n_ref": 327715 + }, + "7": { + "Dice": 0.9867209858681236, + "FN": 6618, + "FP": 3845, + "IoU": 0.9737900145040443, + "TN": 1002657, + "TP": 388736, + "n_pred": 392581, + "n_ref": 395354 + }, + "8": { + "Dice": 0.8608309178743961, + "FN": 3368, + "FP": 233, + "IoU": 0.7556656262722214, + "TN": 1387118, + "TP": 11137, + "n_pred": 11370, + "n_ref": 14505 + }, + "9": { + "Dice": 0.9704100324080598, + "FN": 672, + "FP": 588, + "IoU": 0.9425208703982483, + "TN": 1379935, + "TP": 20661, + "n_pred": 21249, + "n_ref": 21333 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0379.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0379.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8001252555766362, + "FN": 2718, + "FP": 8133, + "IoU": 0.6668406509057415, + "TN": 1018822, + "TP": 21719, + "n_pred": 29852, + "n_ref": 24437 + }, + "10": { + "Dice": 0.005117952818872451, + "FN": 584, + "FP": 11857, + "IoU": 0.002565541569790748, + "TN": 1038919, + "TP": 32, + "n_pred": 11889, + "n_ref": 616 + }, + "11": { + "Dice": 0.804606726868211, + "FN": 390, + "FP": 1103, + "IoU": 0.6730895555068973, + "TN": 1046825, + "TP": 3074, + "n_pred": 4177, + "n_ref": 3464 + }, + "12": { + "Dice": 0.6011257035647279, + "FN": 489, + "FP": 574, + "IoU": 0.42972103004291845, + "TN": 1049528, + "TP": 801, + "n_pred": 1375, + "n_ref": 1290 + }, + "13": { + "Dice": 0.40895129442738043, + "FN": 9814, + "FP": 21167, + "IoU": 0.25703254274682846, + "TN": 1009693, + "TP": 10718, + "n_pred": 31885, + "n_ref": 20532 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8263562143162672, + "FN": 17715, + "FP": 959, + "IoU": 0.7040945680420866, + "TN": 988284, + "TP": 44434, + "n_pred": 45393, + "n_ref": 62149 + }, + "3": { + "Dice": 0.883392030171099, + "FN": 1727, + "FP": 10888, + "IoU": 0.7911389261411613, + "TN": 990993, + "TP": 47784, + "n_pred": 58672, + "n_ref": 49511 + }, + "4": { + "Dice": 0.8171234288069236, + "FN": 22446, + "FP": 9504, + "IoU": 0.6907934848880759, + "TN": 948063, + "TP": 71379, + "n_pred": 80883, + "n_ref": 93825 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9117094811910276, + "FN": 43414, + "FP": 16210, + "IoU": 0.8377445777886631, + "TN": 683922, + "TP": 307846, + "n_pred": 324056, + "n_ref": 351260 + }, + "7": { + "Dice": 0.6788756388415673, + "FN": 3592, + "FP": 9226, + "IoU": 0.5138620245003224, + "TN": 1025025, + "TP": 13549, + "n_pred": 22775, + "n_ref": 17141 + }, + "8": { + "Dice": 0.9574844490098727, + "FN": 1169, + "FP": 321, + "IoU": 0.9184366104663894, + "TN": 1033124, + "TP": 16778, + "n_pred": 17099, + "n_ref": 17947 + }, + "9": { + "Dice": 0.8623740098018062, + "FN": 3763, + "FP": 702, + "IoU": 0.7580470358729815, + "TN": 1032938, + "TP": 13989, + "n_pred": 14691, + "n_ref": 17752 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0388.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0388.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0391.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0391.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7791986359761296, + "FN": 165, + "FP": 94, + "IoU": 0.638268156424581, + "TN": 524980, + "TP": 457, + "n_pred": 551, + "n_ref": 622 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6411621539397627, + "FN": 4626, + "FP": 92, + "IoU": 0.47184596440165677, + "TN": 516763, + "TP": 4215, + "n_pred": 4307, + "n_ref": 8841 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 525688, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "6": { + "Dice": 0.8139097744360902, + "FN": 136, + "FP": 62, + "IoU": 0.6862123613312203, + "TN": 525065, + "TP": 433, + "n_pred": 495, + "n_ref": 569 + }, + "7": { + "Dice": 0.9782462278033318, + "FN": 6010, + "FP": 805, + "IoU": 0.9574187582397671, + "TN": 365649, + "TP": 153232, + "n_pred": 154037, + "n_ref": 159242 + }, + "8": { + "Dice": 0.7271508080198484, + "FN": 8071, + "FP": 67, + "IoU": 0.5712780528922137, + "TN": 506714, + "TP": 10844, + "n_pred": 10911, + "n_ref": 18915 + }, + "9": { + "Dice": 0.8045453182622253, + "FN": 2222, + "FP": 4297, + "IoU": 0.6730036115569823, + "TN": 505760, + "TP": 13417, + "n_pred": 17714, + "n_ref": 15639 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0402.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0402.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8759124087591241, + "FN": 34, + "FP": 0, + "IoU": 0.7792207792207793, + "TN": 2102630, + "TP": 120, + "n_pred": 120, + "n_ref": 154 + }, + "10": { + "Dice": 0.5414054935534831, + "FN": 51364, + "FP": 2630, + "IoU": 0.37118300607923976, + "TN": 2016918, + "TP": 31872, + "n_pred": 34502, + "n_ref": 83236 + }, + "11": { + "Dice": 0.8399229184663433, + "FN": 2025, + "FP": 384, + "IoU": 0.7240233703746134, + "TN": 2094055, + "TP": 6320, + "n_pred": 6704, + "n_ref": 8345 + }, + "12": { + "Dice": 0.7999627837737253, + "FN": 1288, + "FP": 862, + "IoU": 0.6666149790665219, + "TN": 2096335, + "TP": 4299, + "n_pred": 5161, + "n_ref": 5587 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 40, + "IoU": 0.0, + "TN": 2102744, + "TP": 0, + "n_pred": 40, + "n_ref": 0 + }, + "14": { + "Dice": 0.520347125732991, + "FN": 243445, + "FP": 965, + "IoU": 0.35166837761914993, + "TN": 1725801, + "TP": 132573, + "n_pred": 133538, + "n_ref": 376018 + }, + "15": { + "Dice": 0.08533370334397114, + "FN": 1287, + "FP": 51449, + "IoU": 0.04456844698891224, + "TN": 2047588, + "TP": 2460, + "n_pred": 53909, + "n_ref": 3747 + }, + "2": { + "Dice": 0.9614818406969293, + "FN": 9363, + "FP": 3981, + "IoU": 0.9258209229024565, + "TN": 1922895, + "TP": 166545, + "n_pred": 170526, + "n_ref": 175908 + }, + "3": { + "Dice": 0.8900059305397425, + "FN": 4954, + "FP": 29729, + "IoU": 0.8018114285714286, + "TN": 1927784, + "TP": 140317, + "n_pred": 170046, + "n_ref": 145271 + }, + "4": { + "Dice": 0.9652026026944039, + "FN": 3038, + "FP": 2957, + "IoU": 0.9327454873848708, + "TN": 2013645, + "TP": 83144, + "n_pred": 86101, + "n_ref": 86182 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9612511499540018, + "FN": 4168, + "FP": 2150, + "IoU": 0.9253932265835341, + "TN": 2018100, + "TP": 78366, + "n_pred": 80516, + "n_ref": 82534 + }, + "7": { + "Dice": 0.9438987287584947, + "FN": 4897, + "FP": 9781, + "IoU": 0.8937577810590926, + "TN": 1964628, + "TP": 123478, + "n_pred": 133259, + "n_ref": 128375 + }, + "8": { + "Dice": 0.9680605525761998, + "FN": 1294, + "FP": 588, + "IoU": 0.9380982139920403, + "TN": 2072381, + "TP": 28521, + "n_pred": 29109, + "n_ref": 29815 + }, + "9": { + "Dice": 0.9046321525885559, + "FN": 276, + "FP": 74, + "IoU": 0.8258706467661692, + "TN": 2100774, + "TP": 1660, + "n_pred": 1734, + "n_ref": 1936 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0410.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980652/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0410.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": 0.7039256685230437, + "FN": 4046.4955555555557, + "FP": 4152.601777777779, + "IoU": 0.6203012950315898, + "TN": 904936.8408888889, + "TP": 21434.72844444444, + "n_pred": 25587.330222222223, + "n_ref": 25481.224000000002 + }, + "mean": { + "1": { + "Dice": 0.7664470285466454, + "FN": 2106.653333333333, + "FP": 2273.2733333333335, + "IoU": 0.7011454678551191, + "TN": 903568.4800000001, + "TP": 26622.26, + "n_pred": 28895.533333333333, + "n_ref": 28728.91333333333 + }, + "10": { + "Dice": 0.6906016384799327, + "FN": 3355.326666666667, + "FP": 2754.3533333333335, + "IoU": 0.5830747058750169, + "TN": 916645.9466666665, + "TP": 11815.039999999999, + "n_pred": 14569.393333333335, + "n_ref": 15170.366666666665 + }, + "11": { + "Dice": 0.6048506427908504, + "FN": 291.7133333333333, + "FP": 284.99333333333334, + "IoU": 0.4804770806443644, + "TN": 933235.5466666666, + "TP": 758.4133333333334, + "n_pred": 1043.4066666666665, + "n_ref": 1050.1266666666666 + }, + "12": { + "Dice": 0.5331945215631507, + "FN": 338.4133333333333, + "FP": 224.92666666666665, + "IoU": 0.42892814612069036, + "TN": 933164.9533333334, + "TP": 842.3733333333333, + "n_pred": 1067.3, + "n_ref": 1180.7866666666664 + }, + "13": { + "Dice": 0.5920857259070763, + "FN": 3120.0066666666667, + "FP": 2721.5733333333333, + "IoU": 0.4805293520134509, + "TN": 921831.4133333333, + "TP": 6897.673333333334, + "n_pred": 9619.246666666668, + "n_ref": 10017.68 + }, + "14": { + "Dice": 0.6016531016688689, + "FN": 6250.58, + "FP": 5988.626666666667, + "IoU": 0.5410548502067094, + "TN": 902812.5133333333, + "TP": 19518.946666666667, + "n_pred": 25507.573333333334, + "n_ref": 25769.526666666665 + }, + "15": { + "Dice": 0.5965045637281483, + "FN": 2950.1666666666665, + "FP": 4814.153333333334, + "IoU": 0.5127389161918401, + "TN": 915612.7866666667, + "TP": 11193.560000000001, + "n_pred": 16007.713333333333, + "n_ref": 14143.726666666666 + }, + "2": { + "Dice": 0.8297591283505191, + "FN": 4174.106666666667, + "FP": 2194.2, + "IoU": 0.7694326365843115, + "TN": 902982.96, + "TP": 25219.4, + "n_pred": 27413.6, + "n_ref": 29393.506666666664 + }, + "3": { + "Dice": 0.7891043870794479, + "FN": 5958.426666666666, + "FP": 4485.493333333334, + "IoU": 0.7345373004022374, + "TN": 901460.9800000001, + "TP": 22665.766666666666, + "n_pred": 27151.260000000002, + "n_ref": 28624.193333333336 + }, + "4": { + "Dice": 0.6191027099501253, + "FN": 1622.3, + "FP": 1668.5333333333333, + "IoU": 0.538044709845518, + "TN": 923317.64, + "TP": 7962.193333333334, + "n_pred": 9630.726666666666, + "n_ref": 9584.493333333334 + }, + "5": { + "Dice": 0.6639706950036846, + "FN": 671.4333333333334, + "FP": 516.6866666666666, + "IoU": 0.5612375433428297, + "TN": 930974.5866666667, + "TP": 2407.96, + "n_pred": 2924.6466666666665, + "n_ref": 3079.393333333333 + }, + "6": { + "Dice": 0.8781486128051383, + "FN": 18327.8, + "FP": 16071.920000000002, + "IoU": 0.8146729814827436, + "TN": 789242.2133333335, + "TP": 110928.73333333335, + "n_pred": 127000.65333333335, + "n_ref": 129256.53333333333 + }, + "7": { + "Dice": 0.7105048387193567, + "FN": 9148.08, + "FP": 15227.966666666669, + "IoU": 0.6271781578649804, + "TN": 860917.2333333332, + "TP": 49277.38666666667, + "n_pred": 64505.35333333333, + "n_ref": 58425.466666666674 + }, + "8": { + "Dice": 0.8673751026354262, + "FN": 987.74, + "FP": 1411.5400000000002, + "IoU": 0.8098474676017489, + "TN": 916222.4466666667, + "TP": 15948.939999999999, + "n_pred": 17360.48, + "n_ref": 16936.68 + }, + "9": { + "Dice": 0.8155823306172859, + "FN": 1394.6866666666667, + "FP": 1650.7866666666669, + "IoU": 0.7216201094422876, + "TN": 922062.9133333333, + "TP": 9462.280000000002, + "n_pred": 11113.066666666668, + "n_ref": 10856.966666666665 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/loop_004/summary.json b/nnActive_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/loop_004/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..171f67f1044c24b2801b87c917a24e1e5a579cbc --- /dev/null +++ b/nnActive_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/loop_004/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.8482746400990288, + "FN": 13242.804, + "FP": 10384.482666666669, + "IoU": 0.7644382789169303, + "TN": 96259985.82666665, + "TP": 173347.72666666663, + "n_pred": 183732.20933333333, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.9370585396078763, + "FN": 5574.24, + "FP": 11664.04, + "IoU": 0.9002982998836994, + "TN": 96251008.66, + "TP": 188713.9, + "n_pred": 200377.94, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.8146834651182755, + "FN": 13458.74, + "FP": 10932.58, + "IoU": 0.7059901154887005, + "TN": 96371805.7, + "TP": 60763.82, + "n_pred": 71696.4, + "n_ref": 74222.56 + }, + "11": { + "Dice": 0.7584737765996974, + "FN": 924.54, + "FP": 715.72, + "IoU": 0.6231030650632362, + "TN": 96452544.74, + "TP": 2775.84, + "n_pred": 3491.56, + "n_ref": 3700.38 + }, + "12": { + "Dice": 0.7696232741211749, + "FN": 1029.24, + "FP": 790.38, + "IoU": 0.6377081811365545, + "TN": 96451933.8, + "TP": 3207.42, + "n_pred": 3997.8, + "n_ref": 4236.66 + }, + "13": { + "Dice": 0.7271884571214552, + "FN": 15922.18, + "FP": 12661.66, + "IoU": 0.5966376916988976, + "TN": 96386441.04, + "TP": 41935.96, + "n_pred": 54597.62, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.8248529007653033, + "FN": 21754.84, + "FP": 12532.98, + "IoU": 0.7394082920704951, + "TN": 96306069.72, + "TP": 116603.3, + "n_pred": 129136.28, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.7584530830015672, + "FN": 9058.76, + "FP": 11872.76, + "IoU": 0.649536506402502, + "TN": 96391041.04, + "TP": 44988.28, + "n_pred": 56861.04, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.9526851311212272, + "FN": 8097.1, + "FP": 6610.78, + "IoU": 0.9120121786013751, + "TN": 96293508.36, + "TP": 148744.6, + "n_pred": 155355.38, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.9551337477770022, + "FN": 6672.48, + "FP": 7968.26, + "IoU": 0.9160389822023393, + "TN": 96285590.0, + "TP": 156730.1, + "n_pred": 164698.36, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.7668203452057564, + "FN": 4790.6, + "FP": 4196.54, + "IoU": 0.6852234123626597, + "TN": 96426186.8, + "TP": 21786.9, + "n_pred": 25983.44, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.7803886625996067, + "FN": 5591.54, + "FP": 2374.58, + "IoU": 0.6536890213036518, + "TN": 96437434.1, + "TP": 11560.62, + "n_pred": 13935.2, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.9669389470313525, + "FN": 52309.16, + "FP": 36059.8, + "IoU": 0.937250035799567, + "TN": 95061677.42, + "TP": 1306914.46, + "n_pred": 1342974.26, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.8735114631217417, + "FN": 38140.08, + "FP": 21674.5, + "IoU": 0.8024057329290755, + "TN": 96096361.68, + "TP": 300784.58, + "n_pred": 322459.08, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.9436805041541584, + "FN": 7483.24, + "FP": 7864.64, + "IoU": 0.8942821177213527, + "TN": 96316727.02, + "TP": 124885.94, + "n_pred": 132750.58, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.8946273041392355, + "FN": 7835.32, + "FP": 7848.02, + "IoU": 0.8129905510898472, + "TN": 96371457.32, + "TP": 69820.18, + "n_pred": 77668.2, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.938448408650944, + "FN": 2522, + "FP": 9306, + "IoU": 0.8840346680261971, + "TN": 119491324, + "TP": 90168, + "n_pred": 99474, + "n_ref": 92690 + }, + "10": { + "Dice": 0.8237866143020782, + "FN": 12408, + "FP": 14513, + "IoU": 0.7003717389368712, + "TN": 119503472, + "TP": 62927, + "n_pred": 77440, + "n_ref": 75335 + }, + "11": { + "Dice": 0.7941051438288225, + "FN": 744, + "FP": 709, + "IoU": 0.6585193889541716, + "TN": 119589065, + "TP": 2802, + "n_pred": 3511, + "n_ref": 3546 + }, + "12": { + "Dice": 0.7217973231357553, + "FN": 690, + "FP": 2220, + "IoU": 0.5646970830216903, + "TN": 119586635, + "TP": 3775, + "n_pred": 5995, + "n_ref": 4465 + }, + "13": { + "Dice": 0.5736878294751317, + "FN": 17715, + "FP": 34365, + "IoU": 0.40221757994536395, + "TN": 119506198, + "TP": 35042, + "n_pred": 69407, + "n_ref": 52757 + }, + "14": { + "Dice": 0.39531822161440194, + "FN": 185626, + "FP": 3614, + "IoU": 0.2463530320710158, + "TN": 119342221, + "TP": 61859, + "n_pred": 65473, + "n_ref": 247485 + }, + "15": { + "Dice": 0.013419997744538194, + "FN": 31554, + "FP": 160910, + "IoU": 0.006755327109556027, + "TN": 119399547, + "TP": 1309, + "n_pred": 162219, + "n_ref": 32863 + }, + "2": { + "Dice": 0.958719632813105, + "FN": 4609, + "FP": 7119, + "IoU": 0.9207122913525828, + "TN": 119445403, + "TP": 136189, + "n_pred": 143308, + "n_ref": 140798 + }, + "3": { + "Dice": 0.9582734907230548, + "FN": 6576, + "FP": 7689, + "IoU": 0.919889704437094, + "TN": 119415253, + "TP": 163802, + "n_pred": 171491, + "n_ref": 170378 + }, + "4": { + "Dice": 0.8817226571669221, + "FN": 13847, + "FP": 3285, + "IoU": 0.7884651001987925, + "TN": 119512331, + "TP": 63857, + "n_pred": 67142, + "n_ref": 77704 + }, + "5": { + "Dice": 0.2210812674815127, + "FN": 55609, + "FP": 5378, + "IoU": 0.12427845265787886, + "TN": 119523678, + "TP": 8655, + "n_pred": 14033, + "n_ref": 64264 + }, + "6": { + "Dice": 0.9699852726456776, + "FN": 30981, + "FP": 40248, + "IoU": 0.9417198093246342, + "TN": 118371138, + "TP": 1150953, + "n_pred": 1191201, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 48151, + "IoU": 0.0, + "TN": 119545169, + "TP": 0, + "n_pred": 48151, + "n_ref": 0 + }, + "8": { + "Dice": 0.9168152739913115, + "FN": 23020, + "FP": 24793, + "IoU": 0.8464071288833493, + "TN": 119282023, + "TP": 263484, + "n_pred": 288277, + "n_ref": 286504 + }, + "9": { + "Dice": 0.87376046042404, + "FN": 10493, + "FP": 8590, + "IoU": 0.7758211550209106, + "TN": 119508196, + "TP": 66041, + "n_pred": 74631, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9619503243291981, + "FN": 7194, + "FP": 7154, + "IoU": 0.9266900678019794, + "TN": 72629943, + "TP": 181369, + "n_pred": 188523, + "n_ref": 188563 + }, + "10": { + "Dice": 0.8225531729047474, + "FN": 11949, + "FP": 12429, + "IoU": 0.6985905044510385, + "TN": 72744780, + "TP": 56502, + "n_pred": 68931, + "n_ref": 68451 + }, + "11": { + "Dice": 0.7548936170212766, + "FN": 473, + "FP": 679, + "IoU": 0.6062884483937115, + "TN": 72822734, + "TP": 1774, + "n_pred": 2453, + "n_ref": 2247 + }, + "12": { + "Dice": 0.7262827916185448, + "FN": 673, + "FP": 986, + "IoU": 0.5702072538860103, + "TN": 72821800, + "TP": 2201, + "n_pred": 3187, + "n_ref": 2874 + }, + "13": { + "Dice": 0.7726108374384236, + "FN": 10973, + "FP": 12107, + "IoU": 0.6294750361213678, + "TN": 72763370, + "TP": 39210, + "n_pred": 51317, + "n_ref": 50183 + }, + "14": { + "Dice": 0.9050561341471796, + "FN": 4455, + "FP": 10742, + "IoU": 0.8265776560538628, + "TN": 72738030, + "TP": 72433, + "n_pred": 83175, + "n_ref": 76888 + }, + "15": { + "Dice": 0.8708409617966557, + "FN": 6807, + "FP": 3775, + "IoU": 0.7712296783120027, + "TN": 72779404, + "TP": 35674, + "n_pred": 39449, + "n_ref": 42481 + }, + "2": { + "Dice": 0.9637473321601079, + "FN": 7149, + "FP": 2533, + "IoU": 0.9300312192865815, + "TN": 72687284, + "TP": 128694, + "n_pred": 131227, + "n_ref": 135843 + }, + "3": { + "Dice": 0.9650176222310018, + "FN": 3797, + "FP": 5146, + "IoU": 0.9324000514010568, + "TN": 72693367, + "TP": 123350, + "n_pred": 128496, + "n_ref": 127147 + }, + "4": { + "Dice": 0.8698850742990997, + "FN": 3243, + "FP": 3867, + "IoU": 0.7697315153674256, + "TN": 72794783, + "TP": 23767, + "n_pred": 27634, + "n_ref": 27010 + }, + "5": { + "Dice": 0.8266382124027115, + "FN": 2054, + "FP": 708, + "IoU": 0.7045041189686531, + "TN": 72816313, + "TP": 6585, + "n_pred": 7293, + "n_ref": 8639 + }, + "6": { + "Dice": 0.9634580634514626, + "FN": 40124, + "FP": 48450, + "IoU": 0.9294926037045558, + "TN": 71569423, + "TP": 1167663, + "n_pred": 1216113, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.9183071196217177, + "FN": 19817, + "FP": 19159, + "IoU": 0.8489536505968067, + "TN": 72567620, + "TP": 219064, + "n_pred": 238223, + "n_ref": 238881 + }, + "8": { + "Dice": 0.9300147219615507, + "FN": 4182, + "FP": 3947, + "IoU": 0.8691845963212693, + "TN": 72763519, + "TP": 54012, + "n_pred": 57959, + "n_ref": 58194 + }, + "9": { + "Dice": 0.867825136896323, + "FN": 11264, + "FP": 9060, + "IoU": 0.7665115744729738, + "TN": 72738615, + "TP": 66721, + "n_pred": 75781, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9661786821935032, + "FN": 7236, + "FP": 10463, + "IoU": 0.9345702836187265, + "TN": 71538984, + "TP": 252805, + "n_pred": 263268, + "n_ref": 260041 + }, + "10": { + "Dice": 0.8533843873517787, + "FN": 17719, + "FP": 8395, + "IoU": 0.7442637078530647, + "TN": 71707375, + "TP": 75999, + "n_pred": 84394, + "n_ref": 93718 + }, + "11": { + "Dice": 0.7072945521698984, + "FN": 1071, + "FP": 831, + "IoU": 0.5471428571428572, + "TN": 71805288, + "TP": 2298, + "n_pred": 3129, + "n_ref": 3369 + }, + "12": { + "Dice": 0.6584050704758301, + "FN": 3029, + "FP": 582, + "IoU": 0.4907629389366803, + "TN": 71802397, + "TP": 3480, + "n_pred": 4062, + "n_ref": 6509 + }, + "13": { + "Dice": 0.8195645303751002, + "FN": 13331, + "FP": 8936, + "IoU": 0.6942899899776213, + "TN": 71736651, + "TP": 50570, + "n_pred": 59506, + "n_ref": 63901 + }, + "14": { + "Dice": 0.9526391997878823, + "FN": 38930, + "FP": 9119, + "IoU": 0.909561633006456, + "TN": 71278198, + "TP": 483241, + "n_pred": 492360, + "n_ref": 522171 + }, + "15": { + "Dice": 0.86455841488462, + "FN": 37544, + "FP": 7298, + "IoU": 0.7614292326599666, + "TN": 71621527, + "TP": 143119, + "n_pred": 150417, + "n_ref": 180663 + }, + "2": { + "Dice": 0.9513418389793225, + "FN": 6318, + "FP": 8060, + "IoU": 0.9071991944957207, + "TN": 71654554, + "TP": 140556, + "n_pred": 148616, + "n_ref": 146874 + }, + "3": { + "Dice": 0.9532902364945752, + "FN": 7816, + "FP": 9547, + "IoU": 0.9107493497548087, + "TN": 71614946, + "TP": 177179, + "n_pred": 186726, + "n_ref": 184995 + }, + "4": { + "Dice": 0.7510568069951937, + "FN": 1005, + "FP": 7593, + "IoU": 0.6013538575667656, + "TN": 71787920, + "TP": 12970, + "n_pred": 20563, + "n_ref": 13975 + }, + "5": { + "Dice": 0.8655740951626479, + "FN": 1602, + "FP": 1113, + "IoU": 0.7630062849162011, + "TN": 71798032, + "TP": 8741, + "n_pred": 9854, + "n_ref": 10343 + }, + "6": { + "Dice": 0.9719129248882213, + "FN": 37745, + "FP": 32216, + "IoU": 0.9453605131477315, + "TN": 70529077, + "TP": 1210450, + "n_pred": 1242666, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.9401023766932926, + "FN": 14937, + "FP": 13123, + "IoU": 0.8869747002171084, + "TN": 71561225, + "TP": 220203, + "n_pred": 233326, + "n_ref": 235140 + }, + "8": { + "Dice": 0.9316105753960692, + "FN": 7907, + "FP": 2859, + "IoU": 0.8719765976169525, + "TN": 71725394, + "TP": 73328, + "n_pred": 76187, + "n_ref": 81235 + }, + "9": { + "Dice": 0.8565308465188937, + "FN": 15780, + "FP": 8466, + "IoU": 0.7490633603113163, + "TN": 71712866, + "TP": 72376, + "n_pred": 80842, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.971279579113264, + "FN": 4655, + "FP": 7737, + "IoU": 0.9441628253826639, + "TN": 135223579, + "TP": 209539, + "n_pred": 217276, + "n_ref": 214194 + }, + "10": { + "Dice": 0.8520017448623497, + "FN": 14821, + "FP": 9607, + "IoU": 0.7421629266851028, + "TN": 135350768, + "TP": 70314, + "n_pred": 79921, + "n_ref": 85135 + }, + "11": { + "Dice": 0.7032449838989349, + "FN": 708, + "FP": 1688, + "IoU": 0.5423113658070678, + "TN": 135440275, + "TP": 2839, + "n_pred": 4527, + "n_ref": 3547 + }, + "12": { + "Dice": 0.8005708848715509, + "FN": 1301, + "FP": 795, + "IoU": 0.6674599397112486, + "TN": 135439207, + "TP": 4207, + "n_pred": 5002, + "n_ref": 5508 + }, + "13": { + "Dice": 0.7857512101132572, + "FN": 7133, + "FP": 11103, + "IoU": 0.6471089093583094, + "TN": 135393834, + "TP": 33440, + "n_pred": 44543, + "n_ref": 40573 + }, + "14": { + "Dice": 0.9067507939336136, + "FN": 13244, + "FP": 13447, + "IoU": 0.82940905779039, + "TN": 135289048, + "TP": 129771, + "n_pred": 143218, + "n_ref": 143015 + }, + "15": { + "Dice": 0.7693388964501662, + "FN": 16818, + "FP": 3858, + "IoU": 0.6251427742625596, + "TN": 135390353, + "TP": 34481, + "n_pred": 38339, + "n_ref": 51299 + }, + "2": { + "Dice": 0.9647856160232422, + "FN": 8962, + "FP": 5680, + "IoU": 0.9319669731761601, + "TN": 135230291, + "TP": 200577, + "n_pred": 206257, + "n_ref": 209539 + }, + "3": { + "Dice": 0.9618690138366937, + "FN": 13660, + "FP": 3244, + "IoU": 0.926539161875459, + "TN": 135215401, + "TP": 213205, + "n_pred": 216449, + "n_ref": 226865 + }, + "4": { + "Dice": 0.865569487983281, + "FN": 3707, + "FP": 6585, + "IoU": 0.7629991249481877, + "TN": 135402084, + "TP": 33134, + "n_pred": 39719, + "n_ref": 36841 + }, + "5": { + "Dice": 0.6809310092892182, + "FN": 11734, + "FP": 3551, + "IoU": 0.5162209210318088, + "TN": 135413915, + "TP": 16310, + "n_pred": 19861, + "n_ref": 28044 + }, + "6": { + "Dice": 0.9655582401421027, + "FN": 44674, + "FP": 70734, + "IoU": 0.9334099585023934, + "TN": 133712398, + "TP": 1617704, + "n_pred": 1688438, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.898891424438542, + "FN": 18758, + "FP": 21783, + "IoU": 0.8163513066640091, + "TN": 135224757, + "TP": 180212, + "n_pred": 201995, + "n_ref": 198970 + }, + "8": { + "Dice": 0.9165357228804801, + "FN": 30649, + "FP": 16519, + "IoU": 0.8459307263153769, + "TN": 135139362, + "TP": 258980, + "n_pred": 275499, + "n_ref": 289629 + }, + "9": { + "Dice": 0.8664117690670112, + "FN": 16230, + "FP": 8996, + "IoU": 0.7643090722227412, + "TN": 135338480, + "TP": 81804, + "n_pred": 90800, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9137999355610448, + "FN": 9467, + "FP": 37085, + "IoU": 0.8412814227119765, + "TN": 105460706, + "TP": 246747, + "n_pred": 283832, + "n_ref": 256214 + }, + "10": { + "Dice": 0.43035820242965556, + "FN": 32924, + "FP": 40038, + "IoU": 0.27417605921032995, + "TN": 105653482, + "TP": 27561, + "n_pred": 67599, + "n_ref": 60485 + }, + "11": { + "Dice": 0.7218018018018018, + "FN": 466, + "FP": 1078, + "IoU": 0.5647025655483507, + "TN": 105750458, + "TP": 2003, + "n_pred": 3081, + "n_ref": 2469 + }, + "12": { + "Dice": 0.6900411146642302, + "FN": 1383, + "FP": 1331, + "IoU": 0.5267654751525719, + "TN": 105748270, + "TP": 3021, + "n_pred": 4352, + "n_ref": 4404 + }, + "13": { + "Dice": 0.6283828469280182, + "FN": 32919, + "FP": 23834, + "IoU": 0.45813282920867704, + "TN": 105649269, + "TP": 47983, + "n_pred": 71817, + "n_ref": 80902 + }, + "14": { + "Dice": 0.952133148835465, + "FN": 12837, + "FP": 5670, + "IoU": 0.9086394399988152, + "TN": 105551434, + "TP": 184064, + "n_pred": 189734, + "n_ref": 196901 + }, + "15": { + "Dice": 0.846467270430404, + "FN": 4145, + "FP": 4484, + "IoU": 0.7338042941757157, + "TN": 105721589, + "TP": 23787, + "n_pred": 28271, + "n_ref": 27932 + }, + "2": { + "Dice": 0.941918622694827, + "FN": 8727, + "FP": 9052, + "IoU": 0.890213780242309, + "TN": 105592063, + "TP": 144163, + "n_pred": 153215, + "n_ref": 152890 + }, + "3": { + "Dice": 0.9526861036432743, + "FN": 7034, + "FP": 9298, + "IoU": 0.9096471525464986, + "TN": 105573247, + "TP": 164426, + "n_pred": 173724, + "n_ref": 171460 + }, + "4": { + "Dice": 0.6830244373172878, + "FN": 16789, + "FP": 5547, + "IoU": 0.5186310639856899, + "TN": 105707604, + "TP": 24065, + "n_pred": 29612, + "n_ref": 40854 + }, + "5": { + "Dice": 0.7859112757071941, + "FN": 2391, + "FP": 3043, + "IoU": 0.6473260643821391, + "TN": 105738597, + "TP": 9974, + "n_pred": 13017, + "n_ref": 12365 + }, + "6": { + "Dice": 0.9593886841762775, + "FN": 77014, + "FP": 46556, + "IoU": 0.921947195449099, + "TN": 104170846, + "TP": 1459589, + "n_pred": 1506145, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.8884682390171326, + "FN": 23844, + "FP": 37551, + "IoU": 0.7993188050978483, + "TN": 105448072, + "TP": 244538, + "n_pred": 282089, + "n_ref": 268382 + }, + "8": { + "Dice": 0.9121413276231264, + "FN": 3474, + "FP": 12938, + "IoU": 0.8384741058598901, + "TN": 105652399, + "TP": 85194, + "n_pred": 98132, + "n_ref": 88668 + }, + "9": { + "Dice": 0.8386567946357785, + "FN": 12395, + "FP": 11619, + "IoU": 0.7221437993196492, + "TN": 105667579, + "TP": 62412, + "n_pred": 74031, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9691939722629606, + "FN": 7085, + "FP": 8564, + "IoU": 0.9402292440903379, + "TN": 96876063, + "TP": 246168, + "n_pred": 254732, + "n_ref": 253253 + }, + "10": { + "Dice": 0.8412374617252666, + "FN": 12982, + "FP": 24609, + "IoU": 0.7259791665148014, + "TN": 97000697, + "TP": 99592, + "n_pred": 124201, + "n_ref": 112574 + }, + "11": { + "Dice": 0.8235779060181369, + "FN": 564, + "FP": 720, + "IoU": 0.7000700770847933, + "TN": 97133599, + "TP": 2997, + "n_pred": 3717, + "n_ref": 3561 + }, + "12": { + "Dice": 0.8460529193089875, + "FN": 649, + "FP": 759, + "IoU": 0.7331817320447224, + "TN": 97132603, + "TP": 3869, + "n_pred": 4628, + "n_ref": 4518 + }, + "13": { + "Dice": 0.7613876435105966, + "FN": 10073, + "FP": 14888, + "IoU": 0.6147101952612487, + "TN": 97073095, + "TP": 39824, + "n_pred": 54712, + "n_ref": 49897 + }, + "14": { + "Dice": 0.957315688206861, + "FN": 9472, + "FP": 13267, + "IoU": 0.9181261071824637, + "TN": 96860148, + "TP": 254993, + "n_pred": 268260, + "n_ref": 264465 + }, + "15": { + "Dice": 0.7888634846124274, + "FN": 2878, + "FP": 7557, + "IoU": 0.6513415082361589, + "TN": 97107951, + "TP": 19494, + "n_pred": 27051, + "n_ref": 22372 + }, + "2": { + "Dice": 0.9446295129197804, + "FN": 6853, + "FP": 8522, + "IoU": 0.8950691008360349, + "TN": 96991355, + "TP": 131150, + "n_pred": 139672, + "n_ref": 138003 + }, + "3": { + "Dice": 0.9450263771938724, + "FN": 9421, + "FP": 7919, + "IoU": 0.8957819956485678, + "TN": 96971498, + "TP": 149042, + "n_pred": 156961, + "n_ref": 158463 + }, + "4": { + "Dice": 0.9134210666524588, + "FN": 1780, + "FP": 3095, + "IoU": 0.8406394037461998, + "TN": 97107289, + "TP": 25716, + "n_pred": 28811, + "n_ref": 27496 + }, + "5": { + "Dice": 0.8376286969637353, + "FN": 1860, + "FP": 3092, + "IoU": 0.720620592383639, + "TN": 97120155, + "TP": 12773, + "n_pred": 15865, + "n_ref": 14633 + }, + "6": { + "Dice": 0.9756783691050277, + "FN": 41577, + "FP": 31151, + "IoU": 0.9525117303756985, + "TN": 95606386, + "TP": 1458766, + "n_pred": 1489917, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.9477784739437195, + "FN": 10706, + "FP": 16132, + "IoU": 0.9007404339046239, + "TN": 96867498, + "TP": 243544, + "n_pred": 259676, + "n_ref": 254250 + }, + "8": { + "Dice": 0.9319175659691855, + "FN": 7115, + "FP": 10556, + "IoU": 0.8725146451966641, + "TN": 96999268, + "TP": 120941, + "n_pred": 131497, + "n_ref": 128056 + }, + "9": { + "Dice": 0.8387794878688084, + "FN": 6179, + "FP": 17809, + "IoU": 0.7223257590665478, + "TN": 97051491, + "TP": 62401, + "n_pred": 80210, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9680458003578507, + "FN": 2813, + "FP": 8456, + "IoU": 0.9380705080647377, + "TN": 130584827, + "TP": 170696, + "n_pred": 179152, + "n_ref": 173509 + }, + "10": { + "Dice": 0.8451772982819812, + "FN": 9974, + "FP": 14673, + "IoU": 0.7318675819453662, + "TN": 130674871, + "TP": 67274, + "n_pred": 81947, + "n_ref": 77248 + }, + "11": { + "Dice": 0.7764594209776934, + "FN": 777, + "FP": 1107, + "IoU": 0.634600465477114, + "TN": 130761636, + "TP": 3272, + "n_pred": 4379, + "n_ref": 4049 + }, + "12": { + "Dice": 0.8238387379491674, + "FN": 508, + "FP": 698, + "IoU": 0.7004470938897168, + "TN": 130762766, + "TP": 2820, + "n_pred": 3518, + "n_ref": 3328 + }, + "13": { + "Dice": 0.8141088856394736, + "FN": 13486, + "FP": 8380, + "IoU": 0.6864954765079502, + "TN": 130697045, + "TP": 47881, + "n_pred": 56261, + "n_ref": 61367 + }, + "14": { + "Dice": 0.95410280138997, + "FN": 3747, + "FP": 11231, + "IoU": 0.912233824373894, + "TN": 130596134, + "TP": 155680, + "n_pred": 166911, + "n_ref": 159427 + }, + "15": { + "Dice": 0.8547768648300306, + "FN": 2262, + "FP": 6752, + "IoU": 0.7463845591131619, + "TN": 130731250, + "TP": 26528, + "n_pred": 33280, + "n_ref": 28790 + }, + "2": { + "Dice": 0.9201054827866002, + "FN": 7576, + "FP": 19994, + "IoU": 0.852032738494566, + "TN": 130580467, + "TP": 158755, + "n_pred": 178749, + "n_ref": 166331 + }, + "3": { + "Dice": 0.9134669695866648, + "FN": 20501, + "FP": 7075, + "IoU": 0.8407171655326179, + "TN": 130593666, + "TP": 145550, + "n_pred": 152625, + "n_ref": 166051 + }, + "4": { + "Dice": 0.892378258031036, + "FN": 3282, + "FP": 3147, + "IoU": 0.8056705861016232, + "TN": 130733709, + "TP": 26654, + "n_pred": 29801, + "n_ref": 29936 + }, + "5": { + "Dice": 0.7403293320520546, + "FN": 8582, + "FP": 7361, + "IoU": 0.5877165761572278, + "TN": 130728122, + "TP": 22727, + "n_pred": 30088, + "n_ref": 31309 + }, + "6": { + "Dice": 0.9664898082429961, + "FN": 26383, + "FP": 64508, + "IoU": 0.9351526631778342, + "TN": 129365177, + "TP": 1310724, + "n_pred": 1375232, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.9433375045908019, + "FN": 23026, + "FP": 27733, + "IoU": 0.8927519512514632, + "TN": 130293506, + "TP": 422527, + "n_pred": 450260, + "n_ref": 445553 + }, + "8": { + "Dice": 0.9057315187068825, + "FN": 10901, + "FP": 34752, + "IoU": 0.8277050232101747, + "TN": 130501822, + "TP": 219317, + "n_pred": 254069, + "n_ref": 230218 + }, + "9": { + "Dice": 0.90043502356582, + "FN": 10231, + "FP": 10070, + "IoU": 0.8189011498764485, + "TN": 130654693, + "TP": 91798, + "n_pred": 101868, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9235698006106389, + "FN": 7551, + "FP": 24441, + "IoU": 0.8579932086024369, + "TN": 72010723, + "TP": 193293, + "n_pred": 217734, + "n_ref": 200844 + }, + "10": { + "Dice": 0.6054791791193465, + "FN": 32274, + "FP": 7328, + "IoU": 0.4341843951365176, + "TN": 72166017, + "TP": 30389, + "n_pred": 37717, + "n_ref": 62663 + }, + "11": { + "Dice": 0.7221561632976615, + "FN": 865, + "FP": 537, + "IoU": 0.565136476426799, + "TN": 72232784, + "TP": 1822, + "n_pred": 2359, + "n_ref": 2687 + }, + "12": { + "Dice": 0.6862539349422875, + "FN": 1455, + "FP": 937, + "IoU": 0.5223642172523961, + "TN": 72231000, + "TP": 2616, + "n_pred": 3553, + "n_ref": 4071 + }, + "13": { + "Dice": 0.6125827814569537, + "FN": 35843, + "FP": 7915, + "IoU": 0.441527446300716, + "TN": 72157655, + "TP": 34595, + "n_pred": 42510, + "n_ref": 70438 + }, + "14": { + "Dice": 0.5766758927570272, + "FN": 24987, + "FP": 46744, + "IoU": 0.40516133312325336, + "TN": 72115419, + "TP": 48858, + "n_pred": 95602, + "n_ref": 73845 + }, + "15": { + "Dice": 0.6268088755493622, + "FN": 4926, + "FP": 22926, + "IoU": 0.4564614964287108, + "TN": 72184766, + "TP": 23390, + "n_pred": 46316, + "n_ref": 28316 + }, + "2": { + "Dice": 0.9424079721993514, + "FN": 5395, + "FP": 9504, + "IoU": 0.8910883851490142, + "TN": 72099209, + "TP": 121900, + "n_pred": 131404, + "n_ref": 127295 + }, + "3": { + "Dice": 0.9430994231142422, + "FN": 7871, + "FP": 11481, + "IoU": 0.892325582689301, + "TN": 72056281, + "TP": 160375, + "n_pred": 171856, + "n_ref": 168246 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 67736, + "IoU": 0.0, + "TN": 72168272, + "TP": 0, + "n_pred": 67736, + "n_ref": 0 + }, + "5": { + "Dice": 0.8058165990701355, + "FN": 81, + "FP": 3845, + "IoU": 0.6747846255798542, + "TN": 72223936, + "TP": 8146, + "n_pred": 11991, + "n_ref": 8227 + }, + "6": { + "Dice": 0.9276792590943449, + "FN": 151328, + "FP": 60793, + "IoU": 0.8651136024011344, + "TN": 70663418, + "TP": 1360469, + "n_pred": 1421262, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.6605194566639113, + "FN": 130700, + "FP": 83684, + "IoU": 0.49311612621026374, + "TN": 71813063, + "TP": 208561, + "n_pred": 292245, + "n_ref": 339261 + }, + "8": { + "Dice": 0.9348430493273543, + "FN": 5038, + "FP": 3680, + "IoU": 0.8776575590451733, + "TN": 72164749, + "TP": 62541, + "n_pred": 66221, + "n_ref": 67579 + }, + "9": { + "Dice": 0.7227382562238134, + "FN": 17018, + "FP": 7996, + "IoU": 0.5658497639544571, + "TN": 72178392, + "TP": 32602, + "n_pred": 40598, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8834766792544902, + "FN": 9332, + "FP": 11681, + "IoU": 0.7912747211268165, + "TN": 52452447, + "TP": 79660, + "n_pred": 91341, + "n_ref": 88992 + }, + "10": { + "Dice": 0.25123508187621424, + "FN": 38132, + "FP": 15824, + "IoU": 0.1436642965972575, + "TN": 52490112, + "TP": 9052, + "n_pred": 24876, + "n_ref": 47184 + }, + "11": { + "Dice": 0.04966139954853273, + "FN": 1987, + "FP": 118, + "IoU": 0.02546296296296296, + "TN": 52550960, + "TP": 55, + "n_pred": 173, + "n_ref": 2042 + }, + "12": { + "Dice": 0.24603950713866615, + "FN": 3437, + "FP": 418, + "IoU": 0.14027653880463872, + "TN": 52548636, + "TP": 629, + "n_pred": 1047, + "n_ref": 4066 + }, + "13": { + "Dice": 0.4618786857624263, + "FN": 12843, + "FP": 7597, + "IoU": 0.3002875530603861, + "TN": 52523908, + "TP": 8772, + "n_pred": 16369, + "n_ref": 21615 + }, + "14": { + "Dice": 0.8306452377566017, + "FN": 12035, + "FP": 5826, + "IoU": 0.7103449394288309, + "TN": 52491457, + "TP": 43802, + "n_pred": 49628, + "n_ref": 55837 + }, + "15": { + "Dice": 0.1739327408956264, + "FN": 20278, + "FP": 27130, + "IoU": 0.09524990934941506, + "TN": 52500721, + "TP": 4991, + "n_pred": 32121, + "n_ref": 25269 + }, + "2": { + "Dice": 0.8314191704693408, + "FN": 35139, + "FP": 5388, + "IoU": 0.7114776739947603, + "TN": 52412656, + "TP": 99937, + "n_pred": 105325, + "n_ref": 135076 + }, + "3": { + "Dice": 0.8899465642705621, + "FN": 10523, + "FP": 22265, + "IoU": 0.8017150667037579, + "TN": 52387762, + "TP": 132570, + "n_pred": 154835, + "n_ref": 143093 + }, + "4": { + "Dice": 0.0, + "FN": 1880, + "FP": 2613, + "IoU": 0.0, + "TN": 52548627, + "TP": 0, + "n_pred": 2613, + "n_ref": 1880 + }, + "5": { + "Dice": 0.8147125099949116, + "FN": 678, + "FP": 1871, + "IoU": 0.6873543480927266, + "TN": 52544967, + "TP": 5604, + "n_pred": 7475, + "n_ref": 6282 + }, + "6": { + "Dice": 0.9322772189132323, + "FN": 60333, + "FP": 43181, + "IoU": 0.8731453851385714, + "TN": 51737115, + "TP": 712491, + "n_pred": 755672, + "n_ref": 772824 + }, + "7": { + "Dice": 0.4907344169740017, + "FN": 128396, + "FP": 5824, + "IoU": 0.32514782188970676, + "TN": 52354232, + "TP": 64668, + "n_pred": 70492, + "n_ref": 193064 + }, + "8": { + "Dice": 0.9074463421398727, + "FN": 8818, + "FP": 1527, + "IoU": 0.8305737073977628, + "TN": 52492061, + "TP": 50714, + "n_pred": 52241, + "n_ref": 59532 + }, + "9": { + "Dice": 0.8564243068618631, + "FN": 15261, + "FP": 5805, + "IoU": 0.7489004112283211, + "TN": 52469225, + "TP": 62829, + "n_pred": 68634, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.974905563216484, + "FN": 10636, + "FP": 3886, + "IoU": 0.9510397561765023, + "TN": 143840642, + "TP": 282086, + "n_pred": 285972, + "n_ref": 292722 + }, + "10": { + "Dice": 0.8828839285243237, + "FN": 14605, + "FP": 7594, + "IoU": 0.7903242564204283, + "TN": 144031377, + "TP": 83674, + "n_pred": 91268, + "n_ref": 98279 + }, + "11": { + "Dice": 0.7169423258205502, + "FN": 2436, + "FP": 867, + "IoU": 0.5587763825808175, + "TN": 144129764, + "TP": 4183, + "n_pred": 5050, + "n_ref": 6619 + }, + "12": { + "Dice": 0.6161329550060802, + "FN": 1846, + "FP": 2889, + "IoU": 0.44522554188635033, + "TN": 144128715, + "TP": 3800, + "n_pred": 6689, + "n_ref": 5646 + }, + "13": { + "Dice": 0.8101855765979032, + "FN": 27638, + "FP": 8284, + "IoU": 0.6809344051161345, + "TN": 144024665, + "TP": 76663, + "n_pred": 84947, + "n_ref": 104301 + }, + "14": { + "Dice": 0.9629240220479324, + "FN": 13531, + "FP": 17007, + "IoU": 0.9284990131093728, + "TN": 143710151, + "TP": 396561, + "n_pred": 413568, + "n_ref": 410092 + }, + "15": { + "Dice": 0.6345204827873239, + "FN": 1322, + "FP": 23266, + "IoU": 0.4646869285030044, + "TN": 144091318, + "TP": 21344, + "n_pred": 44610, + "n_ref": 22666 + }, + "2": { + "Dice": 0.96395303794398, + "FN": 4904, + "FP": 5053, + "IoU": 0.9304144244880844, + "TN": 143994160, + "TP": 133133, + "n_pred": 138186, + "n_ref": 138037 + }, + "3": { + "Dice": 0.9622132989670008, + "FN": 6578, + "FP": 6587, + "IoU": 0.9271782901141694, + "TN": 143956466, + "TP": 167619, + "n_pred": 174206, + "n_ref": 174197 + }, + "4": { + "Dice": 0.9259958431058483, + "FN": 2608, + "FP": 5154, + "IoU": 0.8621901853561537, + "TN": 144080926, + "TP": 48562, + "n_pred": 53716, + "n_ref": 51170 + }, + "5": { + "Dice": 0.7628122044347917, + "FN": 10356, + "FP": 3186, + "IoU": 0.6165694546690073, + "TN": 144101932, + "TP": 21776, + "n_pred": 24962, + "n_ref": 32132 + }, + "6": { + "Dice": 0.9771201376552288, + "FN": 36031, + "FP": 25906, + "IoU": 0.9552638326610063, + "TN": 142752755, + "TP": 1322558, + "n_pred": 1348464, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.945928228038654, + "FN": 15307, + "FP": 11417, + "IoU": 0.8974040034091171, + "TN": 143876772, + "TP": 233754, + "n_pred": 245171, + "n_ref": 249061 + }, + "8": { + "Dice": 0.9015470844052303, + "FN": 13416, + "FP": 33695, + "IoU": 0.8207425840524786, + "TN": 143874438, + "TP": 215701, + "n_pred": 249396, + "n_ref": 229117 + }, + "9": { + "Dice": 0.8951872505748342, + "FN": 9782, + "FP": 10047, + "IoU": 0.8102615135828222, + "TN": 144032743, + "TP": 84678, + "n_pred": 94725, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9679374379902282, + "FN": 7187, + "FP": 6515, + "IoU": 0.9378670185510164, + "TN": 111558393, + "TP": 206825, + "n_pred": 213340, + "n_ref": 214012 + }, + "10": { + "Dice": 0.689654346420102, + "FN": 17211, + "FP": 8701, + "IoU": 0.5263148273403653, + "TN": 111724217, + "TP": 28791, + "n_pred": 37492, + "n_ref": 46002 + }, + "11": { + "Dice": 0.7503662467037797, + "FN": 1234, + "FP": 470, + "IoU": 0.6004689331770223, + "TN": 111774655, + "TP": 2561, + "n_pred": 3031, + "n_ref": 3795 + }, + "12": { + "Dice": 0.6343283582089553, + "FN": 1940, + "FP": 1196, + "IoU": 0.4644808743169399, + "TN": 111773064, + "TP": 2720, + "n_pred": 3916, + "n_ref": 4660 + }, + "13": { + "Dice": 0.7660364710251927, + "FN": 10662, + "FP": 15165, + "IoU": 0.6207934457038821, + "TN": 111710812, + "TP": 42281, + "n_pred": 57446, + "n_ref": 52943 + }, + "14": { + "Dice": 0.8662796015991994, + "FN": 11480, + "FP": 13371, + "IoU": 0.7641033916485519, + "TN": 111673573, + "TP": 80496, + "n_pred": 93867, + "n_ref": 91976 + }, + "15": { + "Dice": 0.6930655005045894, + "FN": 3521, + "FP": 2866, + "IoU": 0.5302985733196058, + "TN": 111765322, + "TP": 7211, + "n_pred": 10077, + "n_ref": 10732 + }, + "2": { + "Dice": 0.965772225645622, + "FN": 8049, + "FP": 6004, + "IoU": 0.9338099880836312, + "TN": 111566607, + "TP": 198260, + "n_pred": 204264, + "n_ref": 206309 + }, + "3": { + "Dice": 0.9386646205881432, + "FN": 3494, + "FP": 4340, + "IoU": 0.8844184776995825, + "TN": 111711141, + "TP": 59945, + "n_pred": 64285, + "n_ref": 63439 + }, + "4": { + "Dice": 0.8749191900907657, + "FN": 1762, + "FP": 3075, + "IoU": 0.7776500873402593, + "TN": 111757166, + "TP": 16917, + "n_pred": 19992, + "n_ref": 18679 + }, + "5": { + "Dice": 0.6898566450347432, + "FN": 9886, + "FP": 4977, + "IoU": 0.5265505048896251, + "TN": 111747527, + "TP": 16530, + "n_pred": 21507, + "n_ref": 26416 + }, + "6": { + "Dice": 0.9717588469027988, + "FN": 28095, + "FP": 42041, + "IoU": 0.9450690083505509, + "TN": 110502118, + "TP": 1206666, + "n_pred": 1248707, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.9280900073514528, + "FN": 20618, + "FP": 13129, + "IoU": 0.8658283006190338, + "TN": 111527399, + "TP": 217774, + "n_pred": 230903, + "n_ref": 238392 + }, + "8": { + "Dice": 0.9141130708474375, + "FN": 30962, + "FP": 15318, + "IoU": 0.8418123897677089, + "TN": 111486356, + "TP": 246284, + "n_pred": 261602, + "n_ref": 277246 + }, + "9": { + "Dice": 0.8781361115945993, + "FN": 9707, + "FP": 9897, + "IoU": 0.7827474622102043, + "TN": 111688684, + "TP": 70632, + "n_pred": 80529, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8919602782764812, + "FN": 6421, + "FP": 32093, + "IoU": 0.8049894428776133, + "TN": 198890378, + "TP": 158983, + "n_pred": 191076, + "n_ref": 165404 + }, + "10": { + "Dice": 0.7923756229780536, + "FN": 17815, + "FP": 5931, + "IoU": 0.6561441107474876, + "TN": 199018817, + "TP": 45312, + "n_pred": 51243, + "n_ref": 63127 + }, + "11": { + "Dice": 0.7473104828621466, + "FN": 1448, + "FP": 572, + "IoU": 0.5965648092670262, + "TN": 199082868, + "TP": 2987, + "n_pred": 3559, + "n_ref": 4435 + }, + "12": { + "Dice": 0.7371456030754445, + "FN": 1034, + "FP": 607, + "IoU": 0.5837138508371386, + "TN": 199083933, + "TP": 2301, + "n_pred": 2908, + "n_ref": 3335 + }, + "13": { + "Dice": 0.5865744291236912, + "FN": 16855, + "FP": 9560, + "IoU": 0.41500199317889885, + "TN": 199042721, + "TP": 18739, + "n_pred": 28299, + "n_ref": 35594 + }, + "14": { + "Dice": 0.5878758600879999, + "FN": 24435, + "FP": 7130, + "IoU": 0.4163060764081512, + "TN": 199033797, + "TP": 22513, + "n_pred": 29643, + "n_ref": 46948 + }, + "15": { + "Dice": 0.828336393253399, + "FN": 39533, + "FP": 1514, + "IoU": 0.7069745859508852, + "TN": 198947795, + "TP": 99033, + "n_pred": 100547, + "n_ref": 138566 + }, + "2": { + "Dice": 0.944532452334634, + "FN": 4069, + "FP": 10672, + "IoU": 0.8948948306595366, + "TN": 198947625, + "TP": 125509, + "n_pred": 136181, + "n_ref": 129578 + }, + "3": { + "Dice": 0.9577257877080273, + "FN": 7794, + "FP": 3774, + "IoU": 0.918880824655517, + "TN": 198945270, + "TP": 131037, + "n_pred": 134811, + "n_ref": 138831 + }, + "4": { + "Dice": 0.8370486832500421, + "FN": 2213, + "FP": 3591, + "IoU": 0.7197624450774951, + "TN": 199067164, + "TP": 14907, + "n_pred": 18498, + "n_ref": 17120 + }, + "5": { + "Dice": 0.6795364529851841, + "FN": 8487, + "FP": 2436, + "IoU": 0.5146196231781017, + "TN": 199065371, + "TP": 11581, + "n_pred": 14017, + "n_ref": 20068 + }, + "6": { + "Dice": 0.9595575324314786, + "FN": 59319, + "FP": 33041, + "IoU": 0.9222590987408769, + "TN": 197899826, + "TP": 1095689, + "n_pred": 1128730, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.8910281825360679, + "FN": 20210, + "FP": 13047, + "IoU": 0.803472341230211, + "TN": 198918652, + "TP": 135966, + "n_pred": 149013, + "n_ref": 156176 + }, + "8": { + "Dice": 0.9133903253586507, + "FN": 9641, + "FP": 10976, + "IoU": 0.840587330183792, + "TN": 198958544, + "TP": 108714, + "n_pred": 119690, + "n_ref": 118355 + }, + "9": { + "Dice": 0.9134468802205349, + "FN": 9625, + "FP": 8146, + "IoU": 0.8406831323681025, + "TN": 198976330, + "TP": 93774, + "n_pred": 101920, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9466410519079281, + "FN": 10185, + "FP": 9452, + "IoU": 0.8986880052830617, + "TN": 130881365, + "TP": 174190, + "n_pred": 183642, + "n_ref": 184375 + }, + "10": { + "Dice": 0.8368810540882017, + "FN": 13172, + "FP": 13940, + "IoU": 0.7195145922347173, + "TN": 130978531, + "TP": 69549, + "n_pred": 83489, + "n_ref": 82721 + }, + "11": { + "Dice": 0.710379869344302, + "FN": 1135, + "FP": 1259, + "IoU": 0.5508442776735459, + "TN": 131069862, + "TP": 2936, + "n_pred": 4195, + "n_ref": 4071 + }, + "12": { + "Dice": 0.79074592800083, + "FN": 824, + "FP": 1193, + "IoU": 0.6539121482498285, + "TN": 131069364, + "TP": 3811, + "n_pred": 5004, + "n_ref": 4635 + }, + "13": { + "Dice": 0.6341723844739288, + "FN": 42050, + "FP": 13453, + "IoU": 0.4643136346526913, + "TN": 130971581, + "TP": 48108, + "n_pred": 61561, + "n_ref": 90158 + }, + "14": { + "Dice": 0.8555108249084491, + "FN": 4867, + "FP": 12612, + "IoU": 0.7475045142650777, + "TN": 131005967, + "TP": 51746, + "n_pred": 64358, + "n_ref": 56613 + }, + "15": { + "Dice": 0.7712986298195301, + "FN": 953, + "FP": 14837, + "IoU": 0.6277348170501698, + "TN": 131032776, + "TP": 26626, + "n_pred": 41463, + "n_ref": 27579 + }, + "2": { + "Dice": 0.9346737637779965, + "FN": 6433, + "FP": 15069, + "IoU": 0.877359190075574, + "TN": 130899867, + "TP": 153823, + "n_pred": 168892, + "n_ref": 160256 + }, + "3": { + "Dice": 0.9152878102269081, + "FN": 8935, + "FP": 24594, + "IoU": 0.8438070659262848, + "TN": 130860528, + "TP": 181135, + "n_pred": 205729, + "n_ref": 190070 + }, + "4": { + "Dice": 0.8019724682939264, + "FN": 22745, + "FP": 2113, + "IoU": 0.6694107164230713, + "TN": 130999999, + "TP": 50335, + "n_pred": 52448, + "n_ref": 73080 + }, + "5": { + "Dice": 0.8049722951297754, + "FN": 3658, + "FP": 1692, + "IoU": 0.6736013666036239, + "TN": 131058801, + "TP": 11041, + "n_pred": 12733, + "n_ref": 14699 + }, + "6": { + "Dice": 0.9723487003389408, + "FN": 47626, + "FP": 33156, + "IoU": 0.9461854431163973, + "TN": 129574074, + "TP": 1420336, + "n_pred": 1453492, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.9402861865504252, + "FN": 44193, + "FP": 48904, + "IoU": 0.8873020004236903, + "TN": 130249117, + "TP": 732978, + "n_pred": 781882, + "n_ref": 777171 + }, + "8": { + "Dice": 0.913913165574374, + "FN": 7773, + "FP": 14912, + "IoU": 0.8414733855582499, + "TN": 130932093, + "TP": 120414, + "n_pred": 135326, + "n_ref": 128187 + }, + "9": { + "Dice": 0.7659144493095318, + "FN": 16652, + "FP": 13233, + "IoU": 0.6206331877729258, + "TN": 130996416, + "TP": 48891, + "n_pred": 62124, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9784723182593463, + "FN": 3278, + "FP": 6062, + "IoU": 0.9578519855595667, + "TN": 101395600, + "TP": 212260, + "n_pred": 218322, + "n_ref": 215538 + }, + "10": { + "Dice": 0.8108544421432744, + "FN": 7650, + "FP": 10159, + "IoU": 0.6818798899646314, + "TN": 101561218, + "TP": 38173, + "n_pred": 48332, + "n_ref": 45823 + }, + "11": { + "Dice": 0.8810686870700828, + "FN": 540, + "FP": 653, + "IoU": 0.7874198146828225, + "TN": 101611588, + "TP": 4419, + "n_pred": 5072, + "n_ref": 4959 + }, + "12": { + "Dice": 0.7849392562366688, + "FN": 1258, + "FP": 1061, + "IoU": 0.6460082430163334, + "TN": 101610649, + "TP": 4232, + "n_pred": 5293, + "n_ref": 5490 + }, + "13": { + "Dice": 0.9155734677820774, + "FN": 3063, + "FP": 7453, + "IoU": 0.8442927580437389, + "TN": 101549663, + "TP": 57021, + "n_pred": 64474, + "n_ref": 60084 + }, + "14": { + "Dice": 0.9377010958265329, + "FN": 1443, + "FP": 6573, + "IoU": 0.882709275273254, + "TN": 101548857, + "TP": 60327, + "n_pred": 66900, + "n_ref": 61770 + }, + "15": { + "Dice": 0.8455200687694241, + "FN": 1299, + "FP": 10382, + "IoU": 0.7323817815249267, + "TN": 101573552, + "TP": 31967, + "n_pred": 42349, + "n_ref": 33266 + }, + "2": { + "Dice": 0.9811136607894966, + "FN": 3459, + "FP": 3043, + "IoU": 0.9629274856602009, + "TN": 101441814, + "TP": 168884, + "n_pred": 171927, + "n_ref": 172343 + }, + "3": { + "Dice": 0.9811727170869969, + "FN": 3524, + "FP": 2979, + "IoU": 0.9630412667019034, + "TN": 101441247, + "TP": 169450, + "n_pred": 172429, + "n_ref": 172974 + }, + "4": { + "Dice": 0.8771860543833916, + "FN": 664, + "FP": 3690, + "IoU": 0.7812390091945938, + "TN": 101597297, + "TP": 15549, + "n_pred": 19239, + "n_ref": 16213 + }, + "5": { + "Dice": 0.8062801764562854, + "FN": 7159, + "FP": 3995, + "IoU": 0.6754350229878369, + "TN": 101582834, + "TP": 23212, + "n_pred": 27207, + "n_ref": 30371 + }, + "6": { + "Dice": 0.9854289978694832, + "FN": 32328, + "FP": 12072, + "IoU": 0.9712765255464253, + "TN": 100071426, + "TP": 1501374, + "n_pred": 1513446, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.9693664525210278, + "FN": 19451, + "FP": 6360, + "IoU": 0.9405539484836202, + "TN": 101183008, + "TP": 408381, + "n_pred": 414741, + "n_ref": 427832 + }, + "8": { + "Dice": 0.9636378831063726, + "FN": 12859, + "FP": 3675, + "IoU": 0.9298273908301113, + "TN": 101381581, + "TP": 219085, + "n_pred": 222760, + "n_ref": 231944 + }, + "9": { + "Dice": 0.9481095620318024, + "FN": 3098, + "FP": 5429, + "IoU": 0.9013387020259872, + "TN": 101530773, + "TP": 77900, + "n_pred": 83329, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9754525565725248, + "FN": 5153, + "FP": 5237, + "IoU": 0.9520813924529347, + "TN": 118965386, + "TP": 206436, + "n_pred": 211673, + "n_ref": 211589 + }, + "10": { + "Dice": 0.8806364363627128, + "FN": 11397, + "FP": 7403, + "IoU": 0.786729589000692, + "TN": 119094061, + "TP": 69351, + "n_pred": 76754, + "n_ref": 80748 + }, + "11": { + "Dice": 0.7233932497090392, + "FN": 1241, + "FP": 898, + "IoU": 0.5666531604538088, + "TN": 119177276, + "TP": 2797, + "n_pred": 3695, + "n_ref": 4038 + }, + "12": { + "Dice": 0.7484885126964933, + "FN": 1040, + "FP": 1040, + "IoU": 0.5980676328502416, + "TN": 119177037, + "TP": 3095, + "n_pred": 4135, + "n_ref": 4135 + }, + "13": { + "Dice": 0.7664285903937551, + "FN": 4209, + "FP": 13385, + "IoU": 0.6213086526043908, + "TN": 119135752, + "TP": 28866, + "n_pred": 42251, + "n_ref": 33075 + }, + "14": { + "Dice": 0.0, + "FN": 65867, + "FP": 1961, + "IoU": 0.0, + "TN": 119114384, + "TP": 0, + "n_pred": 1961, + "n_ref": 65867 + }, + "15": { + "Dice": 0.5698437542905785, + "FN": 10344, + "FP": 5321, + "IoU": 0.3984486002841673, + "TN": 119156171, + "TP": 10376, + "n_pred": 15697, + "n_ref": 20720 + }, + "2": { + "Dice": 0.9524725360872156, + "FN": 11238, + "FP": 6950, + "IoU": 0.909257817956854, + "TN": 118981776, + "TP": 182248, + "n_pred": 189198, + "n_ref": 193486 + }, + "3": { + "Dice": 0.9669462463330992, + "FN": 9776, + "FP": 3024, + "IoU": 0.9360076790785106, + "TN": 118982188, + "TP": 187224, + "n_pred": 190248, + "n_ref": 197000 + }, + "4": { + "Dice": 0.8766421470705741, + "FN": 6035, + "FP": 4463, + "IoU": 0.780376569037657, + "TN": 119134412, + "TP": 37302, + "n_pred": 41765, + "n_ref": 43337 + }, + "5": { + "Dice": 0.8771730807407617, + "FN": 2257, + "FP": 2074, + "IoU": 0.7812184279652455, + "TN": 119162416, + "TP": 15465, + "n_pred": 17539, + "n_ref": 17722 + }, + "6": { + "Dice": 0.9684547366765159, + "FN": 64382, + "FP": 44706, + "IoU": 0.9388388189155171, + "TN": 117398597, + "TP": 1674527, + "n_pred": 1719233, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.9525260061574348, + "FN": 19948, + "FP": 7731, + "IoU": 0.9093552792305399, + "TN": 118876855, + "TP": 277678, + "n_pred": 285409, + "n_ref": 297626 + }, + "8": { + "Dice": 0.9656384505021521, + "FN": 1398, + "FP": 4350, + "IoU": 0.9335598862611831, + "TN": 119095698, + "TP": 80766, + "n_pred": 85116, + "n_ref": 82164 + }, + "9": { + "Dice": 0.937456326300522, + "FN": 5698, + "FP": 4953, + "IoU": 0.8822755708822424, + "TN": 119091738, + "TP": 79823, + "n_pred": 84776, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 98362, + "IoU": 0.0, + "TN": 61234118, + "TP": 0, + "n_pred": 98362, + "n_ref": 0 + }, + "10": { + "Dice": 0.8133453561767358, + "FN": 4662, + "FP": 9000, + "IoU": 0.6854103343465046, + "TN": 61289052, + "TP": 29766, + "n_pred": 38766, + "n_ref": 34428 + }, + "11": { + "Dice": 0.8690476190476191, + "FN": 360, + "FP": 696, + "IoU": 0.7684210526315789, + "TN": 61327920, + "TP": 3504, + "n_pred": 4200, + "n_ref": 3864 + }, + "12": { + "Dice": 0.8362095690813268, + "FN": 804, + "FP": 781, + "IoU": 0.7185224649263008, + "TN": 61326849, + "TP": 4046, + "n_pred": 4827, + "n_ref": 4850 + }, + "13": { + "Dice": 0.5798203909138933, + "FN": 17024, + "FP": 34677, + "IoU": 0.40827257848534443, + "TN": 61245107, + "TP": 35672, + "n_pred": 70349, + "n_ref": 52696 + }, + "14": { + "Dice": 0.960114912548171, + "FN": 9226, + "FP": 12488, + "IoU": 0.9232894327784529, + "TN": 61049416, + "TP": 261350, + "n_pred": 273838, + "n_ref": 270576 + }, + "15": { + "Dice": 0.879850664104335, + "FN": 10323, + "FP": 13685, + "IoU": 0.7854762181337289, + "TN": 61220567, + "TP": 87905, + "n_pred": 101590, + "n_ref": 98228 + }, + "2": { + "Dice": 0.9457628971809341, + "FN": 5242, + "FP": 12616, + "IoU": 0.8971064428029822, + "TN": 61158922, + "TP": 155700, + "n_pred": 168316, + "n_ref": 160942 + }, + "3": { + "Dice": 0.938450756148645, + "FN": 12820, + "FP": 2373, + "IoU": 0.8840388343586377, + "TN": 61201462, + "TP": 115825, + "n_pred": 118198, + "n_ref": 128645 + }, + "4": { + "Dice": 0.9547102937552079, + "FN": 1515, + "FP": 2344, + "IoU": 0.91334515976916, + "TN": 61287947, + "TP": 40674, + "n_pred": 43018, + "n_ref": 42189 + }, + "5": { + "Dice": 0.8231404958677686, + "FN": 1102, + "FP": 2108, + "IoU": 0.699438202247191, + "TN": 61321800, + "TP": 7470, + "n_pred": 9578, + "n_ref": 8572 + }, + "6": { + "Dice": 0.9820594152544415, + "FN": 24318, + "FP": 18860, + "IoU": 0.964751214335279, + "TN": 60107530, + "TP": 1181772, + "n_pred": 1200632, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.5272293525770194, + "FN": 124555, + "FP": 18330, + "IoU": 0.35798469605539257, + "TN": 61109923, + "TP": 79672, + "n_pred": 98002, + "n_ref": 204227 + }, + "8": { + "Dice": 0.9410120111832395, + "FN": 3790, + "FP": 6042, + "IoU": 0.8885955469945046, + "TN": 61244225, + "TP": 78423, + "n_pred": 84465, + "n_ref": 82213 + }, + "9": { + "Dice": 0.8994205708789154, + "FN": 4466, + "FP": 8709, + "IoU": 0.8172245883217957, + "TN": 61260397, + "TP": 58908, + "n_pred": 67617, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9811524114528221, + "FN": 2374, + "FP": 4341, + "IoU": 0.9630021432861149, + "TN": 148926003, + "TP": 174782, + "n_pred": 179123, + "n_ref": 177156 + }, + "10": { + "Dice": 0.8952794208949929, + "FN": 7191, + "FP": 8158, + "IoU": 0.8104125494071146, + "TN": 149026540, + "TP": 65611, + "n_pred": 73769, + "n_ref": 72802 + }, + "11": { + "Dice": 0.8369565217391305, + "FN": 448, + "FP": 392, + "IoU": 0.719626168224299, + "TN": 149104504, + "TP": 2156, + "n_pred": 2548, + "n_ref": 2604 + }, + "12": { + "Dice": 0.5688487584650113, + "FN": 1215, + "FP": 122, + "IoU": 0.39747634069400634, + "TN": 149105281, + "TP": 882, + "n_pred": 1004, + "n_ref": 2097 + }, + "13": { + "Dice": 0.7843220509171864, + "FN": 16020, + "FP": 21569, + "IoU": 0.6451725570155565, + "TN": 149001564, + "TP": 68347, + "n_pred": 89916, + "n_ref": 84367 + }, + "14": { + "Dice": 0.9300618400572126, + "FN": 4632, + "FP": 8668, + "IoU": 0.8692669117502506, + "TN": 149005766, + "TP": 88434, + "n_pred": 97102, + "n_ref": 93066 + }, + "15": { + "Dice": 0.822103287690276, + "FN": 8474, + "FP": 4323, + "IoU": 0.6979417457395081, + "TN": 149065134, + "TP": 29569, + "n_pred": 33892, + "n_ref": 38043 + }, + "2": { + "Dice": 0.9734750441661215, + "FN": 2991, + "FP": 5402, + "IoU": 0.9483208748445254, + "TN": 148945094, + "TP": 154013, + "n_pred": 159415, + "n_ref": 157004 + }, + "3": { + "Dice": 0.8554925910625063, + "FN": 5210, + "FP": 13329, + "IoU": 0.7474766737042838, + "TN": 149034085, + "TP": 54876, + "n_pred": 68205, + "n_ref": 60086 + }, + "4": { + "Dice": 0.9188374109397972, + "FN": 1459, + "FP": 2847, + "IoU": 0.849860529986053, + "TN": 149078820, + "TP": 24374, + "n_pred": 27221, + "n_ref": 25833 + }, + "5": { + "Dice": 0.5470221403758423, + "FN": 20646, + "FP": 1000, + "IoU": 0.376483465837078, + "TN": 149072784, + "TP": 13070, + "n_pred": 14070, + "n_ref": 33716 + }, + "6": { + "Dice": 0.9753392338903106, + "FN": 25406, + "FP": 29241, + "IoU": 0.951865501392586, + "TN": 147972202, + "TP": 1080651, + "n_pred": 1109892, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.9451185527399987, + "FN": 19925, + "FP": 9714, + "IoU": 0.8959476490888091, + "TN": 148822653, + "TP": 255208, + "n_pred": 264922, + "n_ref": 275133 + }, + "8": { + "Dice": 0.9684072319042678, + "FN": 9271, + "FP": 5070, + "IoU": 0.9387495355283445, + "TN": 148873363, + "TP": 219796, + "n_pred": 224866, + "n_ref": 229067 + }, + "9": { + "Dice": 0.9135879150821228, + "FN": 9531, + "FP": 5216, + "IoU": 0.8409220845064346, + "TN": 149014797, + "TP": 77956, + "n_pred": 83172, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.983205505080119, + "FN": 13739, + "FP": 3389, + "IoU": 0.9669658028170101, + "TN": 100194307, + "TP": 501365, + "n_pred": 504754, + "n_ref": 515104 + }, + "10": { + "Dice": 0.6445691523005908, + "FN": 14523, + "FP": 11888, + "IoU": 0.4755455827160984, + "TN": 100662441, + "TP": 23948, + "n_pred": 35836, + "n_ref": 38471 + }, + "11": { + "Dice": 0.6104705102717031, + "FN": 1178, + "FP": 1761, + "IoU": 0.4393361312476154, + "TN": 100707558, + "TP": 2303, + "n_pred": 4064, + "n_ref": 3481 + }, + "12": { + "Dice": 0.7157393730510422, + "FN": 1512, + "FP": 1952, + "IoU": 0.5573162939297125, + "TN": 100704975, + "TP": 4361, + "n_pred": 6313, + "n_ref": 5873 + }, + "13": { + "Dice": 0.01386241552590539, + "FN": 38875, + "FP": 962, + "IoU": 0.006979584714709474, + "TN": 100672683, + "TP": 280, + "n_pred": 1242, + "n_ref": 39155 + }, + "14": { + "Dice": 0.8244178771100062, + "FN": 31356, + "FP": 20840, + "IoU": 0.7012848027012333, + "TN": 100538065, + "TP": 122539, + "n_pred": 143379, + "n_ref": 153895 + }, + "15": { + "Dice": 0.8966809501033043, + "FN": 4343, + "FP": 16610, + "IoU": 0.8127122886052415, + "TN": 100600924, + "TP": 90923, + "n_pred": 107533, + "n_ref": 95266 + }, + "2": { + "Dice": 0.8408369130011338, + "FN": 54442, + "FP": 13216, + "IoU": 0.7253827545337944, + "TN": 100466428, + "TP": 178714, + "n_pred": 191930, + "n_ref": 233156 + }, + "3": { + "Dice": 0.8674850975231125, + "FN": 11039, + "FP": 54007, + "IoU": 0.7659811766060327, + "TN": 100434848, + "TP": 212906, + "n_pred": 266913, + "n_ref": 223945 + }, + "4": { + "Dice": 0.8172995780590717, + "FN": 1479, + "FP": 23635, + "IoU": 0.6910453085979308, + "TN": 100631513, + "TP": 56173, + "n_pred": 79808, + "n_ref": 57652 + }, + "5": { + "Dice": 0.6751662161174837, + "FN": 7232, + "FP": 1660, + "IoU": 0.5096233386643136, + "TN": 100694667, + "TP": 9241, + "n_pred": 10901, + "n_ref": 16473 + }, + "6": { + "Dice": 0.9594147284480155, + "FN": 92936, + "FP": 75016, + "IoU": 0.9219952988735781, + "TN": 98559699, + "TP": 1985149, + "n_pred": 2060165, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.6544815604294729, + "FN": 56084, + "FP": 66621, + "IoU": 0.48641589827514764, + "TN": 100473881, + "TP": 116214, + "n_pred": 182835, + "n_ref": 172298 + }, + "8": { + "Dice": 0.951322112615705, + "FN": 2763, + "FP": 7802, + "IoU": 0.907163318746595, + "TN": 100598998, + "TP": 103237, + "n_pred": 111039, + "n_ref": 106000 + }, + "9": { + "Dice": 0.8233598561557818, + "FN": 13019, + "FP": 25098, + "IoU": 0.699755027451104, + "TN": 100585847, + "TP": 88836, + "n_pred": 113934, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.969824950674794, + "FN": 907, + "FP": 3880, + "IoU": 0.9414176273343613, + "TN": 78868986, + "TP": 76927, + "n_pred": 80807, + "n_ref": 77834 + }, + "10": { + "Dice": 0.7578752657298252, + "FN": 11493, + "FP": 6047, + "IoU": 0.6101442510724367, + "TN": 78905709, + "TP": 27451, + "n_pred": 33498, + "n_ref": 38944 + }, + "11": { + "Dice": 0.6158913132976533, + "FN": 620, + "FP": 313, + "IoU": 0.4449732302201071, + "TN": 78949019, + "TP": 748, + "n_pred": 1061, + "n_ref": 1368 + }, + "12": { + "Dice": 0.543728813559322, + "FN": 1357, + "FP": 662, + "IoU": 0.37337057728119183, + "TN": 78947478, + "TP": 1203, + "n_pred": 1865, + "n_ref": 2560 + }, + "13": { + "Dice": 0.6351269255803862, + "FN": 30132, + "FP": 3502, + "IoU": 0.46533772076239527, + "TN": 78887793, + "TP": 29273, + "n_pred": 32775, + "n_ref": 59405 + }, + "14": { + "Dice": 0.4763875823142051, + "FN": 18407, + "FP": 1074, + "IoU": 0.31266979501111386, + "TN": 78922357, + "TP": 8862, + "n_pred": 9936, + "n_ref": 27269 + }, + "15": { + "Dice": 0.9090235565508764, + "FN": 5133, + "FP": 5673, + "IoU": 0.833220150635881, + "TN": 78885908, + "TP": 53986, + "n_pred": 59659, + "n_ref": 59119 + }, + "2": { + "Dice": 0.9617037251231477, + "FN": 5335, + "FP": 2214, + "IoU": 0.9262324717838472, + "TN": 78848365, + "TP": 94786, + "n_pred": 97000, + "n_ref": 100121 + }, + "3": { + "Dice": 0.964882563520475, + "FN": 1796, + "FP": 4237, + "IoU": 0.9321479182131048, + "TN": 78861786, + "TP": 82881, + "n_pred": 87118, + "n_ref": 84677 + }, + "4": { + "Dice": 0.8807919123841618, + "FN": 400, + "FP": 4128, + "IoU": 0.7869777945050809, + "TN": 78929444, + "TP": 16728, + "n_pred": 20856, + "n_ref": 17128 + }, + "5": { + "Dice": 0.56774068698597, + "FN": 20129, + "FP": 2208, + "IoU": 0.39639517916013617, + "TN": 78913694, + "TP": 14669, + "n_pred": 16877, + "n_ref": 34798 + }, + "6": { + "Dice": 0.9679049559876596, + "FN": 23147, + "FP": 22211, + "IoU": 0.937806030174181, + "TN": 78221401, + "TP": 683941, + "n_pred": 706152, + "n_ref": 707088 + }, + "7": { + "Dice": 0.9151215862654973, + "FN": 94850, + "FP": 21323, + "IoU": 0.8435245596926874, + "TN": 78208264, + "TP": 626263, + "n_pred": 647586, + "n_ref": 721113 + }, + "8": { + "Dice": 0.9301675932962682, + "FN": 40419, + "FP": 3228, + "IoU": 0.8694516893185299, + "TN": 78616364, + "TP": 290689, + "n_pred": 293917, + "n_ref": 331108 + }, + "9": { + "Dice": 0.8070696168375607, + "FN": 12183, + "FP": 9267, + "IoU": 0.676543768378195, + "TN": 78884385, + "TP": 44865, + "n_pred": 54132, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9837298059273132, + "FN": 2699, + "FP": 2114, + "IoU": 0.9679805741276652, + "TN": 104854125, + "TP": 145502, + "n_pred": 147616, + "n_ref": 148201 + }, + "10": { + "Dice": 0.9133022020891316, + "FN": 8806, + "FP": 6084, + "IoU": 0.8404380719689664, + "TN": 104911122, + "TP": 78428, + "n_pred": 84512, + "n_ref": 87234 + }, + "11": { + "Dice": 0.8913912095895387, + "FN": 650, + "FP": 247, + "IoU": 0.8040629095674967, + "TN": 104999862, + "TP": 3681, + "n_pred": 3928, + "n_ref": 4331 + }, + "12": { + "Dice": 0.8177908318472674, + "FN": 935, + "FP": 802, + "IoU": 0.6917480035492458, + "TN": 104998805, + "TP": 3898, + "n_pred": 4700, + "n_ref": 4833 + }, + "13": { + "Dice": 0.9147087756953228, + "FN": 6221, + "FP": 7131, + "IoU": 0.8428233410634616, + "TN": 104919491, + "TP": 71597, + "n_pred": 78728, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9577013830401826, + "FN": 1286, + "FP": 4791, + "IoU": 0.9188358954496281, + "TN": 104929567, + "TP": 68796, + "n_pred": 73587, + "n_ref": 70082 + }, + "15": { + "Dice": 0.8499381587934504, + "FN": 1339, + "FP": 6790, + "IoU": 0.7390369181380417, + "TN": 104973290, + "TP": 23021, + "n_pred": 29811, + "n_ref": 24360 + }, + "2": { + "Dice": 0.9779109124573963, + "FN": 4910, + "FP": 2582, + "IoU": 0.9567765905891584, + "TN": 104831108, + "TP": 165840, + "n_pred": 168422, + "n_ref": 170750 + }, + "3": { + "Dice": 0.9817615454587099, + "FN": 3521, + "FP": 2053, + "IoU": 0.9641764569783285, + "TN": 104848844, + "TP": 150022, + "n_pred": 152075, + "n_ref": 153543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 86, + "IoU": 0.0, + "TN": 105004354, + "TP": 0, + "n_pred": 86, + "n_ref": 0 + }, + "5": { + "Dice": 0.7903661833374294, + "FN": 5960, + "FP": 6835, + "IoU": 0.6533929297033726, + "TN": 104967525, + "TP": 24120, + "n_pred": 30955, + "n_ref": 30080 + }, + "6": { + "Dice": 0.9829764333687374, + "FN": 23952, + "FP": 18025, + "IoU": 0.9665227686165611, + "TN": 103750543, + "TP": 1211920, + "n_pred": 1229945, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.961868479305561, + "FN": 8919, + "FP": 8617, + "IoU": 0.9265381699056173, + "TN": 104765731, + "TP": 221173, + "n_pred": 229790, + "n_ref": 230092 + }, + "8": { + "Dice": 0.9710270003698681, + "FN": 11758, + "FP": 9392, + "IoU": 0.9436855978912053, + "TN": 104628870, + "TP": 354420, + "n_pred": 363812, + "n_ref": 366178 + }, + "9": { + "Dice": 0.9351499729953953, + "FN": 9578, + "FP": 2069, + "IoU": 0.8781987597126214, + "TN": 104908817, + "TP": 83976, + "n_pred": 86045, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9880341262381607, + "FN": 8155, + "FP": 1775, + "IoU": 0.9763512306648091, + "TN": 177256393, + "TP": 409965, + "n_pred": 411740, + "n_ref": 418120 + }, + "10": { + "Dice": 0.8408758695157156, + "FN": 14723, + "FP": 6940, + "IoU": 0.7254407421959164, + "TN": 177597387, + "TP": 57238, + "n_pred": 64178, + "n_ref": 71961 + }, + "11": { + "Dice": 0.8265648501677658, + "FN": 1171, + "FP": 328, + "IoU": 0.7043975547229343, + "TN": 177671217, + "TP": 3572, + "n_pred": 3900, + "n_ref": 4743 + }, + "12": { + "Dice": 0.8512277323062108, + "FN": 778, + "FP": 767, + "IoU": 0.740989103101425, + "TN": 177670323, + "TP": 4420, + "n_pred": 5187, + "n_ref": 5198 + }, + "13": { + "Dice": 0.8947579861336098, + "FN": 8039, + "FP": 8203, + "IoU": 0.8095584269399433, + "TN": 177591002, + "TP": 69044, + "n_pred": 77247, + "n_ref": 77083 + }, + "14": { + "Dice": 0.9520095749198872, + "FN": 2271, + "FP": 5187, + "IoU": 0.9084143825523135, + "TN": 177594856, + "TP": 73974, + "n_pred": 79161, + "n_ref": 76245 + }, + "15": { + "Dice": 0.5225652613575361, + "FN": 2240, + "FP": 36003, + "IoU": 0.353697694855675, + "TN": 177617116, + "TP": 20929, + "n_pred": 56932, + "n_ref": 23169 + }, + "2": { + "Dice": 0.9807353957525565, + "FN": 5055, + "FP": 3168, + "IoU": 0.9621990125681502, + "TN": 177458754, + "TP": 209311, + "n_pred": 212479, + "n_ref": 214366 + }, + "3": { + "Dice": 0.9840326646616249, + "FN": 4844, + "FP": 1718, + "IoU": 0.968567226951136, + "TN": 177467525, + "TP": 202201, + "n_pred": 203919, + "n_ref": 207045 + }, + "4": { + "Dice": 0.9338911637291556, + "FN": 2959, + "FP": 1497, + "IoU": 0.8759810743111606, + "TN": 177640358, + "TP": 31474, + "n_pred": 32971, + "n_ref": 34433 + }, + "5": { + "Dice": 0.7135036168799699, + "FN": 11306, + "FP": 4655, + "IoU": 0.5546098894965956, + "TN": 177640452, + "TP": 19875, + "n_pred": 24530, + "n_ref": 31181 + }, + "6": { + "Dice": 0.9583200819219171, + "FN": 106078, + "FP": 41752, + "IoU": 0.9199755753091926, + "TN": 175828977, + "TP": 1699481, + "n_pred": 1741233, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.8743213243882899, + "FN": 10771, + "FP": 91982, + "IoU": 0.7767059493360048, + "TN": 177216119, + "TP": 357416, + "n_pred": 449398, + "n_ref": 368187 + }, + "8": { + "Dice": 0.9326896785355644, + "FN": 6721, + "FP": 21096, + "IoU": 0.8738692578704187, + "TN": 177455747, + "TP": 192724, + "n_pred": 213820, + "n_ref": 199445 + }, + "9": { + "Dice": 0.9405206220665397, + "FN": 6075, + "FP": 10260, + "IoU": 0.8877196117786148, + "TN": 177530804, + "TP": 129149, + "n_pred": 139409, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9792541939947051, + "FN": 3043, + "FP": 4754, + "IoU": 0.9593516703507527, + "TN": 193813719, + "TP": 184019, + "n_pred": 188773, + "n_ref": 187062 + }, + "10": { + "Dice": 0.9253920463131953, + "FN": 7441, + "FP": 5395, + "IoU": 0.8611438647353447, + "TN": 193913094, + "TP": 79605, + "n_pred": 85000, + "n_ref": 87046 + }, + "11": { + "Dice": 0.8211756373937678, + "FN": 793, + "FP": 217, + "IoU": 0.6966055872634425, + "TN": 194002206, + "TP": 2319, + "n_pred": 2536, + "n_ref": 3112 + }, + "12": { + "Dice": 0.8356912732875753, + "FN": 967, + "FP": 206, + "IoU": 0.7177574590952839, + "TN": 194001379, + "TP": 2983, + "n_pred": 3189, + "n_ref": 3950 + }, + "13": { + "Dice": 0.8559168479867781, + "FN": 10428, + "FP": 8577, + "IoU": 0.7481246852386885, + "TN": 193930081, + "TP": 56449, + "n_pred": 65026, + "n_ref": 66877 + }, + "14": { + "Dice": 0.9107564326968232, + "FN": 1235, + "FP": 13398, + "IoU": 0.8361366181410974, + "TN": 193916235, + "TP": 74667, + "n_pred": 88065, + "n_ref": 75902 + }, + "15": { + "Dice": 0.7955383306550714, + "FN": 4134, + "FP": 4518, + "IoU": 0.6604928582640088, + "TN": 193980051, + "TP": 16832, + "n_pred": 21350, + "n_ref": 20966 + }, + "2": { + "Dice": 0.965552533638706, + "FN": 3992, + "FP": 5634, + "IoU": 0.9333992928950482, + "TN": 193861002, + "TP": 134907, + "n_pred": 140541, + "n_ref": 138899 + }, + "3": { + "Dice": 0.9590241869803209, + "FN": 7971, + "FP": 2846, + "IoU": 0.9212742265340136, + "TN": 193868134, + "TP": 126584, + "n_pred": 129430, + "n_ref": 134555 + }, + "4": { + "Dice": 0.9422347608916843, + "FN": 656, + "FP": 1842, + "IoU": 0.8907787154037865, + "TN": 193982664, + "TP": 20373, + "n_pred": 22215, + "n_ref": 21029 + }, + "5": { + "Dice": 0.6765474140433024, + "FN": 9787, + "FP": 6930, + "IoU": 0.5111988304093568, + "TN": 193971335, + "TP": 17483, + "n_pred": 24413, + "n_ref": 27270 + }, + "6": { + "Dice": 0.9710419896493548, + "FN": 22255, + "FP": 59035, + "IoU": 0.9437139124058581, + "TN": 192561306, + "TP": 1362939, + "n_pred": 1421974, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.9558779348778389, + "FN": 18118, + "FP": 9933, + "IoU": 0.9154848525933625, + "TN": 193673630, + "TP": 303854, + "n_pred": 313787, + "n_ref": 321972 + }, + "8": { + "Dice": 0.9620124908643944, + "FN": 9734, + "FP": 8562, + "IoU": 0.926805459986238, + "TN": 193755571, + "TP": 231668, + "n_pred": 240230, + "n_ref": 241402 + }, + "9": { + "Dice": 0.9342544406910334, + "FN": 6321, + "FP": 6641, + "IoU": 0.8766205334196349, + "TN": 193900477, + "TP": 92096, + "n_pred": 98737, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9727129727129727, + "FN": 2217, + "FP": 4080, + "IoU": 0.9468755536432892, + "TN": 99537267, + "TP": 112236, + "n_pred": 116316, + "n_ref": 114453 + }, + "10": { + "Dice": 0.893509135374053, + "FN": 11949, + "FP": 2290, + "IoU": 0.8075160527205136, + "TN": 99581825, + "TP": 59736, + "n_pred": 62026, + "n_ref": 71685 + }, + "11": { + "Dice": 0.823895641861844, + "FN": 863, + "FP": 325, + "IoU": 0.7005293672800605, + "TN": 99651833, + "TP": 2779, + "n_pred": 3104, + "n_ref": 3642 + }, + "12": { + "Dice": 0.7738912133891214, + "FN": 1256, + "FP": 95, + "IoU": 0.6311766311766311, + "TN": 99652137, + "TP": 2312, + "n_pred": 2407, + "n_ref": 3568 + }, + "13": { + "Dice": 0.7816173281902632, + "FN": 11186, + "FP": 7950, + "IoU": 0.6415203911504094, + "TN": 99602419, + "TP": 34245, + "n_pred": 42195, + "n_ref": 45431 + }, + "14": { + "Dice": 0.6190682785549289, + "FN": 27742, + "FP": 4745, + "IoU": 0.4482975290821092, + "TN": 99596915, + "TP": 26398, + "n_pred": 31143, + "n_ref": 54140 + }, + "15": { + "Dice": 0.7036796212007536, + "FN": 16844, + "FP": 929, + "IoU": 0.5428284802963268, + "TN": 99616924, + "TP": 21103, + "n_pred": 22032, + "n_ref": 37947 + }, + "2": { + "Dice": 0.9678586287691331, + "FN": 4254, + "FP": 3085, + "IoU": 0.9377190525895941, + "TN": 99537963, + "TP": 110498, + "n_pred": 113583, + "n_ref": 114752 + }, + "3": { + "Dice": 0.9680181988491904, + "FN": 4448, + "FP": 3439, + "IoU": 0.9380186721991701, + "TN": 99528552, + "TP": 119361, + "n_pred": 122800, + "n_ref": 123809 + }, + "4": { + "Dice": 0.9135463311447488, + "FN": 2279, + "FP": 868, + "IoU": 0.8408516233437847, + "TN": 99636026, + "TP": 16627, + "n_pred": 17495, + "n_ref": 18906 + }, + "5": { + "Dice": 0.8922036595067622, + "FN": 237, + "FP": 1389, + "IoU": 0.8053859964093357, + "TN": 99647445, + "TP": 6729, + "n_pred": 8118, + "n_ref": 6966 + }, + "6": { + "Dice": 0.9720109904565118, + "FN": 38808, + "FP": 36940, + "IoU": 0.9455460918674266, + "TN": 98264752, + "TP": 1315300, + "n_pred": 1352240, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.9117109430317681, + "FN": 13104, + "FP": 16697, + "IoU": 0.8377470463330974, + "TN": 99472130, + "TP": 153869, + "n_pred": 170566, + "n_ref": 166973 + }, + "8": { + "Dice": 0.9675710410524818, + "FN": 2297, + "FP": 4314, + "IoU": 0.9371792922574024, + "TN": 99550564, + "TP": 98625, + "n_pred": 102939, + "n_ref": 100922 + }, + "9": { + "Dice": 0.944751083997719, + "FN": 7726, + "FP": 2544, + "IoU": 0.8952874242949489, + "TN": 99557722, + "TP": 87808, + "n_pred": 90352, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9738402949722407, + "FN": 20765, + "FP": 2130, + "IoU": 0.9490143592667154, + "TN": 62634472, + "TP": 426153, + "n_pred": 428283, + "n_ref": 446918 + }, + "10": { + "Dice": 0.9205393450809731, + "FN": 6329, + "FP": 4809, + "IoU": 0.8527771168741904, + "TN": 63007866, + "TP": 64516, + "n_pred": 69325, + "n_ref": 70845 + }, + "11": { + "Dice": 0.8016270337922403, + "FN": 983, + "FP": 285, + "IoU": 0.6689295039164491, + "TN": 63079690, + "TP": 2562, + "n_pred": 2847, + "n_ref": 3545 + }, + "12": { + "Dice": 0.870231256444248, + "FN": 548, + "FP": 333, + "IoU": 0.7702737940026075, + "TN": 63079685, + "TP": 2954, + "n_pred": 3287, + "n_ref": 3502 + }, + "13": { + "Dice": 0.805184319558058, + "FN": 7759, + "FP": 10579, + "IoU": 0.6738983533093857, + "TN": 63027286, + "TP": 37896, + "n_pred": 48475, + "n_ref": 45655 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 63083520, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 63083520, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9828944761812353, + "FN": 2414, + "FP": 1817, + "IoU": 0.9663643084848437, + "TN": 62957731, + "TP": 121558, + "n_pred": 123375, + "n_ref": 123972 + }, + "3": { + "Dice": 0.9867507241705937, + "FN": 2060, + "FP": 1311, + "IoU": 0.9738479441427463, + "TN": 62954620, + "TP": 125529, + "n_pred": 126840, + "n_ref": 127589 + }, + "4": { + "Dice": 0.5340968245705362, + "FN": 11360, + "FP": 275, + "IoU": 0.3643465909090909, + "TN": 63065216, + "TP": 6669, + "n_pred": 6944, + "n_ref": 18029 + }, + "5": { + "Dice": 0.6187513723194028, + "FN": 8500, + "FP": 1918, + "IoU": 0.4479652395082662, + "TN": 63064648, + "TP": 8454, + "n_pred": 10372, + "n_ref": 16954 + }, + "6": { + "Dice": 0.9349675394749538, + "FN": 126813, + "FP": 12696, + "IoU": 0.8778770357985407, + "TN": 61941155, + "TP": 1002856, + "n_pred": 1015552, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.9065715214016679, + "FN": 5983, + "FP": 25073, + "IoU": 0.8291091179221922, + "TN": 62901790, + "TP": 150674, + "n_pred": 175747, + "n_ref": 156657 + }, + "8": { + "Dice": 0.9460104537675194, + "FN": 9699, + "FP": 1973, + "IoU": 0.8975520271041244, + "TN": 62969589, + "TP": 102259, + "n_pred": 104232, + "n_ref": 111958 + }, + "9": { + "Dice": 0.9305268950337048, + "FN": 2305, + "FP": 3755, + "IoU": 0.8700797530228969, + "TN": 63036876, + "TP": 40584, + "n_pred": 44339, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9817838028394705, + "FN": 6144, + "FP": 5224, + "IoU": 0.9642193922836262, + "TN": 109291104, + "TP": 306346, + "n_pred": 311570, + "n_ref": 312490 + }, + "10": { + "Dice": 0.6708369122754603, + "FN": 16076, + "FP": 54436, + "IoU": 0.5047062459610576, + "TN": 109466454, + "TP": 71852, + "n_pred": 126288, + "n_ref": 87928 + }, + "11": { + "Dice": 0.763166836561332, + "FN": 1097, + "FP": 994, + "IoU": 0.6170329670329671, + "TN": 109603358, + "TP": 3369, + "n_pred": 4363, + "n_ref": 4466 + }, + "12": { + "Dice": 0.8698884758364313, + "FN": 571, + "FP": 479, + "IoU": 0.7697368421052632, + "TN": 109604258, + "TP": 3510, + "n_pred": 3989, + "n_ref": 4081 + }, + "13": { + "Dice": 0.7248403050820725, + "FN": 16440, + "FP": 32408, + "IoU": 0.5684310035604796, + "TN": 109495631, + "TP": 64339, + "n_pred": 96747, + "n_ref": 80779 + }, + "14": { + "Dice": 0.7897872425355261, + "FN": 17773, + "FP": 24357, + "IoU": 0.6526019806552159, + "TN": 109487545, + "TP": 79143, + "n_pred": 103500, + "n_ref": 96916 + }, + "15": { + "Dice": 0.9310747391872596, + "FN": 3450, + "FP": 11369, + "IoU": 0.8710382038116787, + "TN": 109493908, + "TP": 100091, + "n_pred": 111460, + "n_ref": 103541 + }, + "2": { + "Dice": 0.9719074826347643, + "FN": 7467, + "FP": 4476, + "IoU": 0.9453502152953505, + "TN": 109390281, + "TP": 206594, + "n_pred": 211070, + "n_ref": 214061 + }, + "3": { + "Dice": 0.9766369126938894, + "FN": 7496, + "FP": 3900, + "IoU": 0.9543405706226686, + "TN": 109359231, + "TP": 238191, + "n_pred": 242091, + "n_ref": 245687 + }, + "4": { + "Dice": 0.6647148288973384, + "FN": 24067, + "FP": 2387, + "IoU": 0.4978073922205137, + "TN": 109556141, + "TP": 26223, + "n_pred": 28610, + "n_ref": 50290 + }, + "5": { + "Dice": 0.8365613968132811, + "FN": 1784, + "FP": 1642, + "IoU": 0.7190421518779728, + "TN": 109596624, + "TP": 8768, + "n_pred": 10410, + "n_ref": 10552 + }, + "6": { + "Dice": 0.9636609756281683, + "FN": 37757, + "FP": 53704, + "IoU": 0.9298703927629123, + "TN": 108304647, + "TP": 1212710, + "n_pred": 1266414, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.8710810298997631, + "FN": 257295, + "FP": 21142, + "IoU": 0.7716063357695367, + "TN": 108389708, + "TP": 940673, + "n_pred": 961815, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.9599447359917995, + "FN": 3262, + "FP": 3928, + "IoU": 0.9229747391425449, + "TN": 109515472, + "TP": 86156, + "n_pred": 90084, + "n_ref": 89418 + }, + "9": { + "Dice": 0.8296125815113157, + "FN": 6538, + "FP": 13451, + "IoU": 0.7088358678552701, + "TN": 109540166, + "TP": 48663, + "n_pred": 62114, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9416761134933543, + "FN": 1459, + "FP": 5641, + "IoU": 0.8897806479655992, + "TN": 67002935, + "TP": 57317, + "n_pred": 62958, + "n_ref": 58776 + }, + "10": { + "Dice": 0.7748613937820198, + "FN": 23591, + "FP": 8489, + "IoU": 0.6324683508048348, + "TN": 66980067, + "TP": 55205, + "n_pred": 63694, + "n_ref": 78796 + }, + "11": { + "Dice": 0.6617382617382618, + "FN": 1470, + "FP": 223, + "IoU": 0.4944759629740221, + "TN": 67064003, + "TP": 1656, + "n_pred": 1879, + "n_ref": 3126 + }, + "12": { + "Dice": 0.7920821550826016, + "FN": 650, + "FP": 747, + "IoU": 0.6557417447018236, + "TN": 67063294, + "TP": 2661, + "n_pred": 3408, + "n_ref": 3311 + }, + "13": { + "Dice": 0.5685172676449031, + "FN": 18432, + "FP": 11591, + "IoU": 0.39715272479016905, + "TN": 67017550, + "TP": 19779, + "n_pred": 31370, + "n_ref": 38211 + }, + "14": { + "Dice": 0.8814977306113845, + "FN": 8569, + "FP": 9420, + "IoU": 0.7881054466641538, + "TN": 66982456, + "TP": 66907, + "n_pred": 76327, + "n_ref": 75476 + }, + "15": { + "Dice": 0.21765224467652244, + "FN": 24943, + "FP": 21203, + "IoU": 0.1221154760772377, + "TN": 67014787, + "TP": 6419, + "n_pred": 27622, + "n_ref": 31362 + }, + "2": { + "Dice": 0.9718205855029656, + "FN": 3245, + "FP": 5036, + "IoU": 0.9451858029839681, + "TN": 66916278, + "TP": 142793, + "n_pred": 147829, + "n_ref": 146038 + }, + "3": { + "Dice": 0.9753972999339144, + "FN": 5394, + "FP": 2424, + "IoU": 0.9519761170559111, + "TN": 66904558, + "TP": 154976, + "n_pred": 157400, + "n_ref": 160370 + }, + "4": { + "Dice": 0.10120867919033057, + "FN": 12344, + "FP": 0, + "IoU": 0.05330163356085589, + "TN": 67054313, + "TP": 695, + "n_pred": 695, + "n_ref": 13039 + }, + "5": { + "Dice": 0.7358375634517766, + "FN": 3485, + "FP": 418, + "IoU": 0.5820751686476068, + "TN": 67058013, + "TP": 5436, + "n_pred": 5854, + "n_ref": 8921 + }, + "6": { + "Dice": 0.9737878082938017, + "FN": 38598, + "FP": 17459, + "IoU": 0.9489146749219235, + "TN": 65970031, + "TP": 1041264, + "n_pred": 1058723, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.9368225753532843, + "FN": 28958, + "FP": 14560, + "IoU": 0.8811535625529126, + "TN": 66701182, + "TP": 322652, + "n_pred": 337212, + "n_ref": 351610 + }, + "8": { + "Dice": 0.9625154634222505, + "FN": 5574, + "FP": 668, + "IoU": 0.9277395753744994, + "TN": 66980970, + "TP": 80140, + "n_pred": 80808, + "n_ref": 85714 + }, + "9": { + "Dice": 0.921507901250238, + "FN": 4743, + "FP": 7625, + "IoU": 0.854441031434994, + "TN": 66982383, + "TP": 72601, + "n_pred": 80226, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9194415874147925, + "FN": 24225, + "FP": 3110, + "IoU": 0.850894849094787, + "TN": 74335953, + "TP": 155992, + "n_pred": 159102, + "n_ref": 180217 + }, + "10": { + "Dice": 0.8256198568155274, + "FN": 9847, + "FP": 9712, + "IoU": 0.7030260700566344, + "TN": 74453419, + "TP": 46302, + "n_pred": 56014, + "n_ref": 56149 + }, + "11": { + "Dice": 0.7764932562620424, + "FN": 969, + "FP": 423, + "IoU": 0.6346456692913386, + "TN": 74515470, + "TP": 2418, + "n_pred": 2841, + "n_ref": 3387 + }, + "12": { + "Dice": 0.7465287231146202, + "FN": 830, + "FP": 101, + "IoU": 0.5955690703735882, + "TN": 74516978, + "TP": 1371, + "n_pred": 1472, + "n_ref": 2201 + }, + "13": { + "Dice": 0.6079817377200184, + "FN": 12528, + "FP": 26626, + "IoU": 0.4367627596524541, + "TN": 74449764, + "TP": 30362, + "n_pred": 56988, + "n_ref": 42890 + }, + "14": { + "Dice": 0.7812443751124978, + "FN": 5883, + "FP": 8701, + "IoU": 0.6410180672475755, + "TN": 74478654, + "TP": 26042, + "n_pred": 34743, + "n_ref": 31925 + }, + "15": { + "Dice": 0.8277108649354833, + "FN": 7234, + "FP": 2393, + "IoU": 0.7060637518319492, + "TN": 74486528, + "TP": 23125, + "n_pred": 25518, + "n_ref": 30359 + }, + "2": { + "Dice": 0.9782415379837959, + "FN": 2299, + "FP": 3867, + "IoU": 0.9574097737869107, + "TN": 74374505, + "TP": 138609, + "n_pred": 142476, + "n_ref": 140908 + }, + "3": { + "Dice": 0.9794340397860907, + "FN": 4268, + "FP": 2089, + "IoU": 0.959696950485006, + "TN": 74361550, + "TP": 151373, + "n_pred": 153462, + "n_ref": 155641 + }, + "4": { + "Dice": 0.8531804132096957, + "FN": 2789, + "FP": 821, + "IoU": 0.7439534718774381, + "TN": 74505181, + "TP": 10489, + "n_pred": 11310, + "n_ref": 13278 + }, + "5": { + "Dice": 0.6809158755140376, + "FN": 3448, + "FP": 2837, + "IoU": 0.5162035255176661, + "TN": 74506289, + "TP": 6706, + "n_pred": 9543, + "n_ref": 10154 + }, + "6": { + "Dice": 0.9738515666655819, + "FN": 49806, + "FP": 33760, + "IoU": 0.94903576815013, + "TN": 72879581, + "TP": 1556133, + "n_pred": 1589893, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.7933657151292343, + "FN": 54326, + "FP": 4466, + "IoU": 0.6575030438607222, + "TN": 74347623, + "TP": 112865, + "n_pred": 117331, + "n_ref": 167191 + }, + "8": { + "Dice": 0.9649983592980921, + "FN": 2622, + "FP": 1858, + "IoU": 0.9323640865377357, + "TN": 74453043, + "TP": 61757, + "n_pred": 63615, + "n_ref": 64379 + }, + "9": { + "Dice": 0.9490151195066773, + "FN": 4136, + "FP": 5397, + "IoU": 0.9029769477380286, + "TN": 74421025, + "TP": 88722, + "n_pred": 94119, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9659090909090909, + "FN": 3358, + "FP": 16376, + "IoU": 0.9340659340659341, + "TN": 65751881, + "TP": 279565, + "n_pred": 295941, + "n_ref": 282923 + }, + "10": { + "Dice": 0.8445685285336209, + "FN": 13805, + "FP": 11860, + "IoU": 0.7309551015273658, + "TN": 65955787, + "TP": 69728, + "n_pred": 81588, + "n_ref": 83533 + }, + "11": { + "Dice": 0.7702041990221455, + "FN": 959, + "FP": 639, + "IoU": 0.6262862488306828, + "TN": 66046904, + "TP": 2678, + "n_pred": 3317, + "n_ref": 3637 + }, + "12": { + "Dice": 0.8436985850608753, + "FN": 462, + "FP": 488, + "IoU": 0.7296528173022196, + "TN": 66047666, + "TP": 2564, + "n_pred": 3052, + "n_ref": 3026 + }, + "13": { + "Dice": 0.791987702405764, + "FN": 5636, + "FP": 16421, + "IoU": 0.6556122847284026, + "TN": 65987133, + "TP": 41990, + "n_pred": 58411, + "n_ref": 47626 + }, + "14": { + "Dice": 0.9455578821417888, + "FN": 1771, + "FP": 4781, + "IoU": 0.8967375886524823, + "TN": 65987730, + "TP": 56898, + "n_pred": 61679, + "n_ref": 58669 + }, + "15": { + "Dice": 0.8234096260314363, + "FN": 5187, + "FP": 3138, + "IoU": 0.699826927237326, + "TN": 66023446, + "TP": 19409, + "n_pred": 22547, + "n_ref": 24596 + }, + "2": { + "Dice": 0.9695621634277687, + "FN": 3155, + "FP": 5685, + "IoU": 0.9409225176096342, + "TN": 65901546, + "TP": 140794, + "n_pred": 146479, + "n_ref": 143949 + }, + "3": { + "Dice": 0.9723307571545484, + "FN": 4156, + "FP": 4533, + "IoU": 0.9461514625681705, + "TN": 65889820, + "TP": 152671, + "n_pred": 157204, + "n_ref": 156827 + }, + "4": { + "Dice": 0.9178075185406189, + "FN": 2611, + "FP": 2210, + "IoU": 0.8481000693175373, + "TN": 66019442, + "TP": 26917, + "n_pred": 29127, + "n_ref": 29528 + }, + "5": { + "Dice": 0.9348234500698492, + "FN": 276, + "FP": 1077, + "IoU": 0.877623010130246, + "TN": 66040124, + "TP": 9703, + "n_pred": 10780, + "n_ref": 9979 + }, + "6": { + "Dice": 0.9779190902326234, + "FN": 19422, + "FP": 25920, + "IoU": 0.9567922469613444, + "TN": 65001785, + "TP": 1004053, + "n_pred": 1029973, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.9508940420293022, + "FN": 84446, + "FP": 7692, + "IoU": 0.9063851318399063, + "TN": 65066956, + "TP": 892086, + "n_pred": 899778, + "n_ref": 976532 + }, + "8": { + "Dice": 0.9685949004013178, + "FN": 1772, + "FP": 3385, + "IoU": 0.9391022991627599, + "TN": 65966497, + "TP": 79526, + "n_pred": 82911, + "n_ref": 81298 + }, + "9": { + "Dice": 0.941643520667176, + "FN": 4145, + "FP": 4028, + "IoU": 0.8897224508520772, + "TN": 65977067, + "TP": 65940, + "n_pred": 69968, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.98580204778157, + "FN": 2005, + "FP": 2363, + "IoU": 0.9720016152914255, + "TN": 113316531, + "TP": 151641, + "n_pred": 154004, + "n_ref": 153646 + }, + "10": { + "Dice": 0.9133599639437177, + "FN": 6598, + "FP": 7435, + "IoU": 0.8405359030011023, + "TN": 113384539, + "TP": 73968, + "n_pred": 81403, + "n_ref": 80566 + }, + "11": { + "Dice": 0.7065637065637066, + "FN": 1217, + "FP": 455, + "IoU": 0.5462686567164179, + "TN": 113468855, + "TP": 2013, + "n_pred": 2468, + "n_ref": 3230 + }, + "12": { + "Dice": 0.8908486707566462, + "FN": 598, + "FP": 256, + "IoU": 0.8031804563263425, + "TN": 113468201, + "TP": 3485, + "n_pred": 3741, + "n_ref": 4083 + }, + "13": { + "Dice": 0.7023445853062471, + "FN": 21697, + "FP": 25073, + "IoU": 0.5412412088397139, + "TN": 113370591, + "TP": 55179, + "n_pred": 80252, + "n_ref": 76876 + }, + "14": { + "Dice": 0.9727102747425524, + "FN": 5302, + "FP": 9191, + "IoU": 0.9468704405651316, + "TN": 113199754, + "TP": 258293, + "n_pred": 267484, + "n_ref": 263595 + }, + "15": { + "Dice": 0.7936058276001619, + "FN": 4234, + "FP": 4946, + "IoU": 0.6578329419657833, + "TN": 113445711, + "TP": 17649, + "n_pred": 22595, + "n_ref": 21883 + }, + "2": { + "Dice": 0.9760350482467954, + "FN": 3887, + "FP": 2163, + "IoU": 0.9531918515137213, + "TN": 113343289, + "TP": 123201, + "n_pred": 125364, + "n_ref": 127088 + }, + "3": { + "Dice": 0.9799508353818591, + "FN": 2701, + "FP": 2111, + "IoU": 0.9606898072885607, + "TN": 113350129, + "TP": 117599, + "n_pred": 119710, + "n_ref": 120300 + }, + "4": { + "Dice": 0.9089346560926334, + "FN": 949, + "FP": 5091, + "IoU": 0.8330707790951551, + "TN": 113436357, + "TP": 30143, + "n_pred": 35234, + "n_ref": 31092 + }, + "5": { + "Dice": 0.7797604270109235, + "FN": 7699, + "FP": 6495, + "IoU": 0.6390224053304849, + "TN": 113433219, + "TP": 25127, + "n_pred": 31622, + "n_ref": 32826 + }, + "6": { + "Dice": 0.9704419197890872, + "FN": 25362, + "FP": 42759, + "IoU": 0.9425810339813804, + "TN": 112286155, + "TP": 1118264, + "n_pred": 1161023, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.9283489953185902, + "FN": 15455, + "FP": 15814, + "IoU": 0.8662792189464501, + "TN": 113238702, + "TP": 202569, + "n_pred": 218383, + "n_ref": 218024 + }, + "8": { + "Dice": 0.9701364017013545, + "FN": 9525, + "FP": 3099, + "IoU": 0.942004750244633, + "TN": 113254867, + "TP": 205049, + "n_pred": 208148, + "n_ref": 214574 + }, + "9": { + "Dice": 0.9304383889606289, + "FN": 7526, + "FP": 7234, + "IoU": 0.8699250041860178, + "TN": 113359067, + "TP": 98713, + "n_pred": 105947, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8687902271052549, + "FN": 2802, + "FP": 34769, + "IoU": 0.7680186716227146, + "TN": 75034771, + "TP": 124386, + "n_pred": 159155, + "n_ref": 127188 + }, + "10": { + "Dice": 0.895972357196847, + "FN": 17079, + "FP": 2189, + "IoU": 0.8115488439419428, + "TN": 75094484, + "TP": 82976, + "n_pred": 85165, + "n_ref": 100055 + }, + "11": { + "Dice": 0.7328722002635046, + "FN": 1319, + "FP": 303, + "IoU": 0.5783727579932415, + "TN": 75192881, + "TP": 2225, + "n_pred": 2528, + "n_ref": 3544 + }, + "12": { + "Dice": 0.6901615271659325, + "FN": 1226, + "FP": 462, + "IoU": 0.5269058295964125, + "TN": 75193160, + "TP": 1880, + "n_pred": 2342, + "n_ref": 3106 + }, + "13": { + "Dice": 0.8049260914992378, + "FN": 8266, + "FP": 14512, + "IoU": 0.6735366622713983, + "TN": 75126956, + "TP": 46994, + "n_pred": 61506, + "n_ref": 55260 + }, + "14": { + "Dice": 0.9444886791360241, + "FN": 2573, + "FP": 12765, + "IoU": 0.8948162473169159, + "TN": 75050907, + "TP": 130483, + "n_pred": 143248, + "n_ref": 133056 + }, + "15": { + "Dice": 0.9244477622069153, + "FN": 5701, + "FP": 5432, + "IoU": 0.8595098682550099, + "TN": 75117484, + "TP": 68111, + "n_pred": 73543, + "n_ref": 73812 + }, + "2": { + "Dice": 0.9493578357925097, + "FN": 2799, + "FP": 12512, + "IoU": 0.9035976930438725, + "TN": 75037904, + "TP": 143513, + "n_pred": 156025, + "n_ref": 146312 + }, + "3": { + "Dice": 0.9628405232192685, + "FN": 2763, + "FP": 8410, + "IoU": 0.9283437550104217, + "TN": 75040803, + "TP": 144752, + "n_pred": 153162, + "n_ref": 147515 + }, + "4": { + "Dice": 0.9258472473148166, + "FN": 1646, + "FP": 2089, + "IoU": 0.8619325743013455, + "TN": 75169676, + "TP": 23317, + "n_pred": 25406, + "n_ref": 24963 + }, + "5": { + "Dice": 0.9155392092473401, + "FN": 731, + "FP": 555, + "IoU": 0.844234496124031, + "TN": 75188472, + "TP": 6970, + "n_pred": 7525, + "n_ref": 7701 + }, + "6": { + "Dice": 0.981960111838357, + "FN": 27661, + "FP": 17491, + "IoU": 0.9645595651576696, + "TN": 73922703, + "TP": 1228873, + "n_pred": 1246364, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.9554798402421705, + "FN": 8514, + "FP": 4840, + "IoU": 0.9147548099633588, + "TN": 75040074, + "TP": 143300, + "n_pred": 148140, + "n_ref": 151814 + }, + "8": { + "Dice": 0.9538472795565827, + "FN": 6524, + "FP": 1045, + "IoU": 0.9117667630327334, + "TN": 75110944, + "TP": 78215, + "n_pred": 79260, + "n_ref": 84739 + }, + "9": { + "Dice": 0.8959499849902763, + "FN": 8588, + "FP": 7356, + "IoU": 0.811512135147596, + "TN": 75112139, + "TP": 68645, + "n_pred": 76001, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.982211655552334, + "FN": 4121, + "FP": 3548, + "IoU": 0.9650451008901672, + "TN": 86708475, + "TP": 211728, + "n_pred": 215276, + "n_ref": 215849 + }, + "10": { + "Dice": 0.7489319282255767, + "FN": 10979, + "FP": 27807, + "IoU": 0.5986340352874218, + "TN": 86831237, + "TP": 57849, + "n_pred": 85656, + "n_ref": 68828 + }, + "11": { + "Dice": 0.6379266102129844, + "FN": 1347, + "FP": 64, + "IoU": 0.4683496608892238, + "TN": 86925218, + "TP": 1243, + "n_pred": 1307, + "n_ref": 2590 + }, + "12": { + "Dice": 0.7856865033061066, + "FN": 875, + "FP": 1329, + "IoU": 0.6470211402946829, + "TN": 86921628, + "TP": 4040, + "n_pred": 5369, + "n_ref": 4915 + }, + "13": { + "Dice": 0.6445442600910564, + "FN": 13173, + "FP": 33359, + "IoU": 0.4755184851217313, + "TN": 86839152, + "TP": 42188, + "n_pred": 75547, + "n_ref": 55361 + }, + "14": { + "Dice": 0.8964850593878759, + "FN": 9084, + "FP": 8050, + "IoU": 0.8123905045550105, + "TN": 86836544, + "TP": 74194, + "n_pred": 82244, + "n_ref": 83278 + }, + "15": { + "Dice": 0.9342930244327607, + "FN": 13118, + "FP": 7915, + "IoU": 0.8766884761502743, + "TN": 86757304, + "TP": 149535, + "n_pred": 157450, + "n_ref": 162653 + }, + "2": { + "Dice": 0.9611055728848442, + "FN": 4669, + "FP": 5007, + "IoU": 0.9251234271740981, + "TN": 86798646, + "TP": 119550, + "n_pred": 124557, + "n_ref": 124219 + }, + "3": { + "Dice": 0.9687949129191501, + "FN": 7561, + "FP": 2926, + "IoU": 0.9394784074054837, + "TN": 86754595, + "TP": 162790, + "n_pred": 165716, + "n_ref": 170351 + }, + "4": { + "Dice": 0.9132253956703656, + "FN": 1462, + "FP": 1400, + "IoU": 0.8403080013391363, + "TN": 86909950, + "TP": 15060, + "n_pred": 16460, + "n_ref": 16522 + }, + "5": { + "Dice": 0.8773252478898631, + "FN": 120, + "FP": 1377, + "IoU": 0.7814598540145985, + "TN": 86921022, + "TP": 5353, + "n_pred": 6730, + "n_ref": 5473 + }, + "6": { + "Dice": 0.9685432688592557, + "FN": 21214, + "FP": 53688, + "IoU": 0.9390052336835214, + "TN": 85699865, + "TP": 1153105, + "n_pred": 1206793, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.9548648697499834, + "FN": 72301, + "FP": 17595, + "IoU": 0.9136281444501452, + "TN": 85887070, + "TP": 950906, + "n_pred": 968501, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.953758436330185, + "FN": 2030, + "FP": 3047, + "IoU": 0.9116044223905284, + "TN": 86870437, + "TP": 52358, + "n_pred": 55405, + "n_ref": 54388 + }, + "9": { + "Dice": 0.8719803161348046, + "FN": 3980, + "FP": 9756, + "IoU": 0.7730187057968141, + "TN": 86867356, + "TP": 46780, + "n_pred": 56536, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7464893546753562, + "FN": 3701, + "FP": 53870, + "IoU": 0.5955189590607941, + "TN": 37607267, + "TP": 84762, + "n_pred": 138632, + "n_ref": 88463 + }, + "10": { + "Dice": 0.8635287449836827, + "FN": 12012, + "FP": 2917, + "IoU": 0.7598333360145428, + "TN": 37687439, + "TP": 47232, + "n_pred": 50149, + "n_ref": 59244 + }, + "11": { + "Dice": 0.8323784882646461, + "FN": 336, + "FP": 571, + "IoU": 0.7128838239949351, + "TN": 37746441, + "TP": 2252, + "n_pred": 2823, + "n_ref": 2588 + }, + "12": { + "Dice": 0.8342837394159323, + "FN": 503, + "FP": 456, + "IoU": 0.7156833679217314, + "TN": 37746227, + "TP": 2414, + "n_pred": 2870, + "n_ref": 2917 + }, + "13": { + "Dice": 0.7604515840254638, + "FN": 6659, + "FP": 17424, + "IoU": 0.6134908279702772, + "TN": 37687291, + "TP": 38226, + "n_pred": 55650, + "n_ref": 44885 + }, + "14": { + "Dice": 0.5535345493983131, + "FN": 4321, + "FP": 150465, + "IoU": 0.3826807955683001, + "TN": 37498861, + "TP": 95953, + "n_pred": 246418, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 7873, + "IoU": 0.0, + "TN": 37741727, + "TP": 0, + "n_pred": 7873, + "n_ref": 0 + }, + "2": { + "Dice": 0.9194162967925634, + "FN": 12402, + "FP": 2994, + "IoU": 0.850851529653382, + "TN": 37646374, + "TP": 87830, + "n_pred": 90824, + "n_ref": 100232 + }, + "3": { + "Dice": 0.9585042851932896, + "FN": 4596, + "FP": 2686, + "IoU": 0.9203151501887619, + "TN": 37658215, + "TP": 84103, + "n_pred": 86789, + "n_ref": 88699 + }, + "4": { + "Dice": 0.6267391926710564, + "FN": 6221, + "FP": 298, + "IoU": 0.45638759172781856, + "TN": 37737608, + "TP": 5473, + "n_pred": 5771, + "n_ref": 11694 + }, + "5": { + "Dice": 0.8480288895576287, + "FN": 1595, + "FP": 1435, + "IoU": 0.7361546499477534, + "TN": 37738116, + "TP": 8454, + "n_pred": 9889, + "n_ref": 10049 + }, + "6": { + "Dice": 0.9355520915039169, + "FN": 82939, + "FP": 7935, + "IoU": 0.8789082904260876, + "TN": 36999144, + "TP": 659582, + "n_pred": 667517, + "n_ref": 742521 + }, + "7": { + "Dice": 0.9438934988418899, + "FN": 30484, + "FP": 6941, + "IoU": 0.8937484030321097, + "TN": 37397370, + "TP": 314805, + "n_pred": 321746, + "n_ref": 345289 + }, + "8": { + "Dice": 0.9492462953500256, + "FN": 3779, + "FP": 4167, + "IoU": 0.9033956208284196, + "TN": 37667347, + "TP": 74307, + "n_pred": 78474, + "n_ref": 78086 + }, + "9": { + "Dice": 0.9142054994357436, + "FN": 4950, + "FP": 4401, + "IoU": 0.8419691746096126, + "TN": 37690428, + "TP": 49821, + "n_pred": 54222, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9756933765585531, + "FN": 4505, + "FP": 5137, + "IoU": 0.9525403372677962, + "TN": 75703526, + "TP": 193520, + "n_pred": 198657, + "n_ref": 198025 + }, + "10": { + "Dice": 0.9262078138136268, + "FN": 10002, + "FP": 6587, + "IoU": 0.8625577888614558, + "TN": 75785990, + "TP": 104109, + "n_pred": 110696, + "n_ref": 114111 + }, + "11": { + "Dice": 0.7491479209270621, + "FN": 1045, + "FP": 1163, + "IoU": 0.5989100817438692, + "TN": 75901183, + "TP": 3297, + "n_pred": 4460, + "n_ref": 4342 + }, + "12": { + "Dice": 0.9024492359221269, + "FN": 273, + "FP": 659, + "IoU": 0.8222391760442495, + "TN": 75901445, + "TP": 4311, + "n_pred": 4970, + "n_ref": 4584 + }, + "13": { + "Dice": 0.8275800779514264, + "FN": 8908, + "FP": 4673, + "IoU": 0.7058734352666003, + "TN": 75860514, + "TP": 32593, + "n_pred": 37266, + "n_ref": 41501 + }, + "14": { + "Dice": 0.9338960934600181, + "FN": 1652, + "FP": 15623, + "IoU": 0.8759897489644874, + "TN": 75767385, + "TP": 122028, + "n_pred": 137651, + "n_ref": 123680 + }, + "15": { + "Dice": 0.8503843399240889, + "FN": 40630, + "FP": 10969, + "IoU": 0.7397118614998134, + "TN": 75708450, + "TP": 146639, + "n_pred": 157608, + "n_ref": 187269 + }, + "2": { + "Dice": 0.9648557016455801, + "FN": 6025, + "FP": 7575, + "IoU": 0.9320977791979549, + "TN": 75706400, + "TP": 186688, + "n_pred": 194263, + "n_ref": 192713 + }, + "3": { + "Dice": 0.9715248539086514, + "FN": 6761, + "FP": 7570, + "IoU": 0.9446264769750314, + "TN": 75647882, + "TP": 244475, + "n_pred": 252045, + "n_ref": 251236 + }, + "4": { + "Dice": 0.9389942707370755, + "FN": 2233, + "FP": 1398, + "IoU": 0.8850039588281868, + "TN": 75875113, + "TP": 27944, + "n_pred": 29342, + "n_ref": 30177 + }, + "5": { + "Dice": 0.8961517668452351, + "FN": 512, + "FP": 1601, + "IoU": 0.8118432769367765, + "TN": 75895458, + "TP": 9117, + "n_pred": 10718, + "n_ref": 9629 + }, + "6": { + "Dice": 0.9800935533590522, + "FN": 47606, + "FP": 19799, + "IoU": 0.9609641713580507, + "TN": 74179941, + "TP": 1659342, + "n_pred": 1679141, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.9533521099813644, + "FN": 14621, + "FP": 10736, + "IoU": 0.9108623053397547, + "TN": 75622218, + "TP": 259113, + "n_pred": 269849, + "n_ref": 273734 + }, + "8": { + "Dice": 0.9632787064649394, + "FN": 3725, + "FP": 2986, + "IoU": 0.9291587936621875, + "TN": 75811955, + "TP": 88022, + "n_pred": 91008, + "n_ref": 91747 + }, + "9": { + "Dice": 0.889368254678904, + "FN": 12192, + "FP": 4117, + "IoU": 0.8007769077605267, + "TN": 75824825, + "TP": 65554, + "n_pred": 69671, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9787665258066369, + "FN": 1359, + "FP": 2706, + "IoU": 0.9584160238967203, + "TN": 61289996, + "TP": 93689, + "n_pred": 96395, + "n_ref": 95048 + }, + "10": { + "Dice": 0.9254569563973896, + "FN": 6865, + "FP": 4603, + "IoU": 0.8612562911343399, + "TN": 61305094, + "TP": 71188, + "n_pred": 75791, + "n_ref": 78053 + }, + "11": { + "Dice": 0.9001651403693139, + "FN": 344, + "FP": 321, + "IoU": 0.8184548184548185, + "TN": 61384087, + "TP": 2998, + "n_pred": 3319, + "n_ref": 3342 + }, + "12": { + "Dice": 0.8731366952109102, + "FN": 616, + "FP": 184, + "IoU": 0.7748381649310442, + "TN": 61384197, + "TP": 2753, + "n_pred": 2937, + "n_ref": 3369 + }, + "13": { + "Dice": 0.7908104892224612, + "FN": 4895, + "FP": 13389, + "IoU": 0.654000454166982, + "TN": 61334906, + "TP": 34560, + "n_pred": 47949, + "n_ref": 39455 + }, + "14": { + "Dice": 0.9197365743029104, + "FN": 3195, + "FP": 7847, + "IoU": 0.8514002718451829, + "TN": 61313443, + "TP": 63265, + "n_pred": 71112, + "n_ref": 66460 + }, + "15": { + "Dice": 0.9060408078905972, + "FN": 3277, + "FP": 4906, + "IoU": 0.8282217603963306, + "TN": 61340113, + "TP": 39454, + "n_pred": 44360, + "n_ref": 42731 + }, + "2": { + "Dice": 0.9765213733196391, + "FN": 4333, + "FP": 1862, + "IoU": 0.9541199472694147, + "TN": 61252724, + "TP": 128831, + "n_pred": 130693, + "n_ref": 133164 + }, + "3": { + "Dice": 0.9786144453369233, + "FN": 3866, + "FP": 1805, + "IoU": 0.9581244231124239, + "TN": 61252325, + "TP": 129754, + "n_pred": 131559, + "n_ref": 133620 + }, + "4": { + "Dice": 0.731640680201611, + "FN": 3444, + "FP": 7950, + "IoU": 0.5768402287751615, + "TN": 61360824, + "TP": 15532, + "n_pred": 23482, + "n_ref": 18976 + }, + "5": { + "Dice": 0.7574452144596366, + "FN": 9497, + "FP": 2158, + "IoU": 0.6095869761832982, + "TN": 61357897, + "TP": 18198, + "n_pred": 20356, + "n_ref": 27695 + }, + "6": { + "Dice": 0.9759516305006668, + "FN": 28613, + "FP": 18997, + "IoU": 0.9530327468592314, + "TN": 60374065, + "TP": 966075, + "n_pred": 985072, + "n_ref": 994688 + }, + "7": { + "Dice": 0.9415659724074797, + "FN": 12484, + "FP": 8325, + "IoU": 0.889583996604054, + "TN": 61199290, + "TP": 167651, + "n_pred": 175976, + "n_ref": 180135 + }, + "8": { + "Dice": 0.9733960595721458, + "FN": 9092, + "FP": 3875, + "IoU": 0.9481709754264793, + "TN": 61137562, + "TP": 237221, + "n_pred": 241096, + "n_ref": 246313 + }, + "9": { + "Dice": 0.9505489337956373, + "FN": 3915, + "FP": 3972, + "IoU": 0.9057582239003931, + "TN": 61304061, + "TP": 75802, + "n_pred": 79774, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9797026918441141, + "FN": 2628, + "FP": 4950, + "IoU": 0.9602129536290323, + "TN": 39558336, + "TP": 182886, + "n_pred": 187836, + "n_ref": 185514 + }, + "10": { + "Dice": 0.8881049145781591, + "FN": 4631, + "FP": 7263, + "IoU": 0.7987308570945089, + "TN": 39689705, + "TP": 47201, + "n_pred": 54464, + "n_ref": 51832 + }, + "11": { + "Dice": 0.8370531968451083, + "FN": 537, + "FP": 434, + "IoU": 0.7197691197691197, + "TN": 39745335, + "TP": 2494, + "n_pred": 2928, + "n_ref": 3031 + }, + "12": { + "Dice": 0.8922190201729107, + "FN": 364, + "FP": 384, + "IoU": 0.8054110301768991, + "TN": 39744956, + "TP": 3096, + "n_pred": 3480, + "n_ref": 3460 + }, + "13": { + "Dice": 0.8888438810522302, + "FN": 6508, + "FP": 2822, + "IoU": 0.7999270902579718, + "TN": 39702167, + "TP": 37303, + "n_pred": 40125, + "n_ref": 43811 + }, + "14": { + "Dice": 0.50246848431545, + "FN": 11909, + "FP": 30518, + "IoU": 0.33553115847833237, + "TN": 39684949, + "TP": 21424, + "n_pred": 51942, + "n_ref": 33333 + }, + "15": { + "Dice": 0.929154883871865, + "FN": 1609, + "FP": 6032, + "IoU": 0.8676837293066426, + "TN": 39691052, + "TP": 50107, + "n_pred": 56139, + "n_ref": 51716 + }, + "2": { + "Dice": 0.9698231096871308, + "FN": 2520, + "FP": 4657, + "IoU": 0.941414157905048, + "TN": 39626296, + "TP": 115327, + "n_pred": 119984, + "n_ref": 117847 + }, + "3": { + "Dice": 0.9699291096017518, + "FN": 3611, + "FP": 4491, + "IoU": 0.9416139400141245, + "TN": 39610034, + "TP": 130664, + "n_pred": 135155, + "n_ref": 134275 + }, + "4": { + "Dice": 0.9286290647946421, + "FN": 756, + "FP": 2782, + "IoU": 0.866767087177556, + "TN": 39722245, + "TP": 23017, + "n_pred": 25799, + "n_ref": 23773 + }, + "5": { + "Dice": 0.8706711615078149, + "FN": 842, + "FP": 846, + "IoU": 0.7709633649932157, + "TN": 39741430, + "TP": 5682, + "n_pred": 6528, + "n_ref": 6524 + }, + "6": { + "Dice": 0.9801048795796227, + "FN": 15238, + "FP": 21817, + "IoU": 0.9609859484136426, + "TN": 38799014, + "TP": 912731, + "n_pred": 934548, + "n_ref": 927969 + }, + "7": { + "Dice": 0.974447609771439, + "FN": 13249, + "FP": 24450, + "IoU": 0.9501685326424597, + "TN": 38992270, + "TP": 718831, + "n_pred": 743281, + "n_ref": 732080 + }, + "8": { + "Dice": 0.9578945194730104, + "FN": 3147, + "FP": 931, + "IoU": 0.9191915188744675, + "TN": 39698335, + "TP": 46387, + "n_pred": 47318, + "n_ref": 49534 + }, + "9": { + "Dice": 0.9265481471132688, + "FN": 1837, + "FP": 4472, + "IoU": 0.8631483048090063, + "TN": 39702699, + "TP": 39792, + "n_pred": 44264, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9713072839309483, + "FN": 2458, + "FP": 3125, + "IoU": 0.9442151856995833, + "TN": 101296527, + "TP": 94498, + "n_pred": 97623, + "n_ref": 96956 + }, + "10": { + "Dice": 0.8976667927859755, + "FN": 11215, + "FP": 5013, + "IoU": 0.8143334401171571, + "TN": 101309204, + "TP": 71176, + "n_pred": 76189, + "n_ref": 82391 + }, + "11": { + "Dice": 0.7714465937762826, + "FN": 1860, + "FP": 314, + "IoU": 0.6279308574362485, + "TN": 101390765, + "TP": 3669, + "n_pred": 3983, + "n_ref": 5529 + }, + "12": { + "Dice": 0.8661209897450372, + "FN": 622, + "FP": 801, + "IoU": 0.7638566213076667, + "TN": 101390582, + "TP": 4603, + "n_pred": 5404, + "n_ref": 5225 + }, + "13": { + "Dice": 0.9366808650065531, + "FN": 4205, + "FP": 1979, + "IoU": 0.8809028580232647, + "TN": 101344684, + "TP": 45740, + "n_pred": 47719, + "n_ref": 49945 + }, + "14": { + "Dice": 0.9819427394764978, + "FN": 1982, + "FP": 4402, + "IoU": 0.9645260414640787, + "TN": 101216645, + "TP": 173579, + "n_pred": 177981, + "n_ref": 175561 + }, + "15": { + "Dice": 0.9326979257960853, + "FN": 1333, + "FP": 2353, + "IoU": 0.8738837376398536, + "TN": 101367381, + "TP": 25541, + "n_pred": 27894, + "n_ref": 26874 + }, + "2": { + "Dice": 0.9786783332042787, + "FN": 4792, + "FP": 2918, + "IoU": 0.9582469118419557, + "TN": 101211951, + "TP": 176947, + "n_pred": 179865, + "n_ref": 181739 + }, + "3": { + "Dice": 0.9836118617763903, + "FN": 3022, + "FP": 2448, + "IoU": 0.9677522048766684, + "TN": 101226984, + "TP": 164154, + "n_pred": 166602, + "n_ref": 167176 + }, + "4": { + "Dice": 0.9304570527974784, + "FN": 700, + "FP": 712, + "IoU": 0.8699576349235587, + "TN": 101385750, + "TP": 9446, + "n_pred": 10158, + "n_ref": 10146 + }, + "5": { + "Dice": 0.8285139344488244, + "FN": 8460, + "FP": 3982, + "IoU": 0.7072332815661914, + "TN": 101354110, + "TP": 30056, + "n_pred": 34038, + "n_ref": 38516 + }, + "6": { + "Dice": 0.9795210714169849, + "FN": 49170, + "FP": 25316, + "IoU": 0.9598640834035619, + "TN": 99540764, + "TP": 1781358, + "n_pred": 1806674, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.9573256240426312, + "FN": 17289, + "FP": 22271, + "IoU": 0.9181443853586874, + "TN": 100913318, + "TP": 443730, + "n_pred": 466001, + "n_ref": 461019 + }, + "8": { + "Dice": 0.9662693851055156, + "FN": 5648, + "FP": 11811, + "IoU": 0.9347400291556087, + "TN": 101129078, + "TP": 250071, + "n_pred": 261882, + "n_ref": 255719 + }, + "9": { + "Dice": 0.9503188097768331, + "FN": 4348, + "FP": 4254, + "IoU": 0.9053404201467983, + "TN": 101305735, + "TP": 82271, + "n_pred": 86525, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9429921415820834, + "FN": 7539, + "FP": 17786, + "IoU": 0.8921335201741197, + "TN": 73648723, + "TP": 209456, + "n_pred": 227242, + "n_ref": 216995 + }, + "10": { + "Dice": 0.3552877961410079, + "FN": 58385, + "FP": 4967, + "IoU": 0.21601821601821602, + "TN": 73802696, + "TP": 17456, + "n_pred": 22423, + "n_ref": 75841 + }, + "11": { + "Dice": 0.6772853185595568, + "FN": 1369, + "FP": 3291, + "IoU": 0.512041884816754, + "TN": 73873954, + "TP": 4890, + "n_pred": 8181, + "n_ref": 6259 + }, + "12": { + "Dice": 0.7011927181418707, + "FN": 2190, + "FP": 666, + "IoU": 0.5398743354277429, + "TN": 73877297, + "TP": 3351, + "n_pred": 4017, + "n_ref": 5541 + }, + "13": { + "Dice": 0.0031661880568441205, + "FN": 61110, + "FP": 20118, + "IoU": 0.00158560418894502, + "TN": 73802147, + "TP": 129, + "n_pred": 20247, + "n_ref": 61239 + }, + "14": { + "Dice": 0.8476246138431994, + "FN": 9774, + "FP": 23076, + "IoU": 0.7355455731053471, + "TN": 73759286, + "TP": 91368, + "n_pred": 114444, + "n_ref": 101142 + }, + "15": { + "Dice": 0.9171685777602046, + "FN": 22689, + "FP": 13343, + "IoU": 0.8470095703937703, + "TN": 73647986, + "TP": 199486, + "n_pred": 212829, + "n_ref": 222175 + }, + "2": { + "Dice": 0.766778909758396, + "FN": 66149, + "FP": 9830, + "IoU": 0.6217692154520111, + "TN": 73682624, + "TP": 124901, + "n_pred": 134731, + "n_ref": 191050 + }, + "3": { + "Dice": 0.8077255045974565, + "FN": 14872, + "FP": 67329, + "IoU": 0.6774660597975359, + "TN": 73628644, + "TP": 172659, + "n_pred": 239988, + "n_ref": 187531 + }, + "4": { + "Dice": 0.06872076141313115, + "FN": 46184, + "FP": 0, + "IoU": 0.035583027063147345, + "TN": 73835616, + "TP": 1704, + "n_pred": 1704, + "n_ref": 47888 + }, + "5": { + "Dice": 0.744369578974798, + "FN": 5130, + "FP": 1737, + "IoU": 0.5928253780017788, + "TN": 73866639, + "TP": 9998, + "n_pred": 11735, + "n_ref": 15128 + }, + "6": { + "Dice": 0.7950213618252339, + "FN": 469635, + "FP": 165495, + "IoU": 0.6597804613611139, + "TN": 72016680, + "TP": 1231694, + "n_pred": 1397189, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.657580363249487, + "FN": 86068, + "FP": 4050, + "IoU": 0.4898470979173389, + "TN": 73706855, + "TP": 86531, + "n_pred": 90581, + "n_ref": 172599 + }, + "8": { + "Dice": 0.9164049067081432, + "FN": 4031, + "FP": 9728, + "IoU": 0.8457078777684328, + "TN": 73794329, + "TP": 75416, + "n_pred": 85144, + "n_ref": 79447 + }, + "9": { + "Dice": 0.8099811343947241, + "FN": 14402, + "FP": 21153, + "IoU": 0.6806456248764977, + "TN": 73772170, + "TP": 75779, + "n_pred": 96932, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9720578150551248, + "FN": 3069, + "FP": 7525, + "IoU": 0.9456347149594339, + "TN": 69300909, + "TP": 184273, + "n_pred": 191798, + "n_ref": 187342 + }, + "10": { + "Dice": 0.8070354167915144, + "FN": 13605, + "FP": 12155, + "IoU": 0.676495705028382, + "TN": 69416148, + "TP": 53868, + "n_pred": 66023, + "n_ref": 67473 + }, + "11": { + "Dice": 0.7855742845942768, + "FN": 455, + "FP": 1186, + "IoU": 0.6468689477081988, + "TN": 69491129, + "TP": 3006, + "n_pred": 4192, + "n_ref": 3461 + }, + "12": { + "Dice": 0.8231091784438578, + "FN": 502, + "FP": 637, + "IoU": 0.6993929796780153, + "TN": 69491987, + "TP": 2650, + "n_pred": 3287, + "n_ref": 3152 + }, + "13": { + "Dice": 0.8165008206811654, + "FN": 14144, + "FP": 14476, + "IoU": 0.6899040024270267, + "TN": 69403482, + "TP": 63674, + "n_pred": 78150, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9614087397755724, + "FN": 7227, + "FP": 4318, + "IoU": 0.9256853745984951, + "TN": 69340423, + "TP": 143808, + "n_pred": 148126, + "n_ref": 151035 + }, + "15": { + "Dice": 0.9394444619207902, + "FN": 4404, + "FP": 7146, + "IoU": 0.8858041169840423, + "TN": 69394634, + "TP": 89592, + "n_pred": 96738, + "n_ref": 93996 + }, + "2": { + "Dice": 0.9684454802663732, + "FN": 4505, + "FP": 4986, + "IoU": 0.9388214212046204, + "TN": 69340640, + "TP": 145645, + "n_pred": 150631, + "n_ref": 150150 + }, + "3": { + "Dice": 0.9714357398963156, + "FN": 6079, + "FP": 3712, + "IoU": 0.9444579960404127, + "TN": 69319495, + "TP": 166490, + "n_pred": 170202, + "n_ref": 172569 + }, + "4": { + "Dice": 0.8736057471574796, + "FN": 4772, + "FP": 4588, + "IoU": 0.7755772412304889, + "TN": 69454069, + "TP": 32347, + "n_pred": 36935, + "n_ref": 37119 + }, + "5": { + "Dice": 0.9094205796869583, + "FN": 2040, + "FP": 1357, + "IoU": 0.8338875305623472, + "TN": 69475326, + "TP": 17053, + "n_pred": 18410, + "n_ref": 19093 + }, + "6": { + "Dice": 0.9826946907628473, + "FN": 24636, + "FP": 25554, + "IoU": 0.9659781403281391, + "TN": 68020548, + "TP": 1425038, + "n_pred": 1450592, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.967602848355261, + "FN": 11604, + "FP": 8578, + "IoU": 0.9372389751499678, + "TN": 69174207, + "TP": 301387, + "n_pred": 309965, + "n_ref": 312991 + }, + "8": { + "Dice": 0.9450645554762837, + "FN": 6557, + "FP": 2991, + "IoU": 0.8958506043021074, + "TN": 69404100, + "TP": 82128, + "n_pred": 85119, + "n_ref": 88685 + }, + "9": { + "Dice": 0.9211840540709682, + "FN": 6771, + "FP": 5823, + "IoU": 0.8538843512158901, + "TN": 69409584, + "TP": 73598, + "n_pred": 79421, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9593650121298472, + "FN": 3101, + "FP": 13783, + "IoU": 0.921903475582116, + "TN": 50617358, + "TP": 199310, + "n_pred": 213093, + "n_ref": 202411 + }, + "10": { + "Dice": 0.9043835279337388, + "FN": 6013, + "FP": 8752, + "IoU": 0.8254563079250993, + "TN": 50748960, + "TP": 69827, + "n_pred": 78579, + "n_ref": 75840 + }, + "11": { + "Dice": 0.8636607211207227, + "FN": 1088, + "FP": 693, + "IoU": 0.7600377256804096, + "TN": 50826130, + "TP": 5641, + "n_pred": 6334, + "n_ref": 6729 + }, + "12": { + "Dice": 0.9000078672016364, + "FN": 579, + "FP": 692, + "IoU": 0.8181948219138893, + "TN": 50826561, + "TP": 5720, + "n_pred": 6412, + "n_ref": 6299 + }, + "13": { + "Dice": 0.8351884877928787, + "FN": 7520, + "FP": 8560, + "IoU": 0.7170159970434508, + "TN": 50776729, + "TP": 40743, + "n_pred": 49303, + "n_ref": 48263 + }, + "14": { + "Dice": 0.5116712054687934, + "FN": 32324, + "FP": 2822, + "IoU": 0.3437890924027708, + "TN": 50779993, + "TP": 18413, + "n_pred": 21235, + "n_ref": 50737 + }, + "15": { + "Dice": 0.8066095295519474, + "FN": 6663, + "FP": 6808, + "IoU": 0.6758974112212491, + "TN": 50791988, + "TP": 28093, + "n_pred": 34901, + "n_ref": 34756 + }, + "2": { + "Dice": 0.975391287727735, + "FN": 5388, + "FP": 5041, + "IoU": 0.9519646632367775, + "TN": 50616441, + "TP": 206682, + "n_pred": 211723, + "n_ref": 212070 + }, + "3": { + "Dice": 0.9738381904768943, + "FN": 5496, + "FP": 5123, + "IoU": 0.9490103621469523, + "TN": 50625294, + "TP": 197639, + "n_pred": 202762, + "n_ref": 203135 + }, + "4": { + "Dice": 0.9500533676345823, + "FN": 608, + "FP": 1217, + "IoU": 0.9048587217182775, + "TN": 50814370, + "TP": 17357, + "n_pred": 18574, + "n_ref": 17965 + }, + "5": { + "Dice": 0.8980252764612954, + "FN": 1475, + "FP": 1107, + "IoU": 0.8149236613862806, + "TN": 50819601, + "TP": 11369, + "n_pred": 12476, + "n_ref": 12844 + }, + "6": { + "Dice": 0.9870520186520791, + "FN": 26155, + "FP": 30782, + "IoU": 0.9744350517769114, + "TN": 48606401, + "TP": 2170214, + "n_pred": 2200996, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.956559312490998, + "FN": 9199, + "FP": 10707, + "IoU": 0.9167356841092567, + "TN": 50594482, + "TP": 219164, + "n_pred": 229871, + "n_ref": 228363 + }, + "8": { + "Dice": 0.9644423558897243, + "FN": 4412, + "FP": 2852, + "IoU": 0.9313265769172591, + "TN": 50727776, + "TP": 98512, + "n_pred": 101364, + "n_ref": 102924 + }, + "9": { + "Dice": 0.9461712378427309, + "FN": 4846, + "FP": 7701, + "IoU": 0.8978415391755348, + "TN": 50710733, + "TP": 110272, + "n_pred": 117973, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9788184988885376, + "FN": 4558, + "FP": 4418, + "IoU": 0.9585156975749985, + "TN": 76668489, + "TP": 207395, + "n_pred": 211813, + "n_ref": 211953 + }, + "10": { + "Dice": 0.8501930973424311, + "FN": 9262, + "FP": 10366, + "IoU": 0.7394225024892134, + "TN": 76809535, + "TP": 55697, + "n_pred": 66063, + "n_ref": 64959 + }, + "11": { + "Dice": 0.8327473631341035, + "FN": 387, + "FP": 612, + "IoU": 0.7134251290877797, + "TN": 76881374, + "TP": 2487, + "n_pred": 3099, + "n_ref": 2874 + }, + "12": { + "Dice": 0.8421681944998007, + "FN": 496, + "FP": 296, + "IoU": 0.7273666092943202, + "TN": 76881955, + "TP": 2113, + "n_pred": 2409, + "n_ref": 2609 + }, + "13": { + "Dice": 0.6778092688227453, + "FN": 12530, + "FP": 16231, + "IoU": 0.5126410682211001, + "TN": 76825846, + "TP": 30253, + "n_pred": 46484, + "n_ref": 42783 + }, + "14": { + "Dice": 0.9375917858597327, + "FN": 5535, + "FP": 4579, + "IoU": 0.8825155654678933, + "TN": 76798772, + "TP": 75974, + "n_pred": 80553, + "n_ref": 81509 + }, + "15": { + "Dice": 0.772419627749577, + "FN": 12625, + "FP": 3515, + "IoU": 0.6292212267401792, + "TN": 76841330, + "TP": 27390, + "n_pred": 30905, + "n_ref": 40015 + }, + "2": { + "Dice": 0.9615494436889304, + "FN": 4555, + "FP": 3390, + "IoU": 0.9259462935863618, + "TN": 76777573, + "TP": 99342, + "n_pred": 102732, + "n_ref": 103897 + }, + "3": { + "Dice": 0.963946094465524, + "FN": 5317, + "FP": 1572, + "IoU": 0.9304014871390758, + "TN": 76785878, + "TP": 92093, + "n_pred": 93665, + "n_ref": 97410 + }, + "4": { + "Dice": 0.9570747859796479, + "FN": 1181, + "FP": 945, + "IoU": 0.9176830448755179, + "TN": 76859033, + "TP": 23701, + "n_pred": 24646, + "n_ref": 24882 + }, + "5": { + "Dice": 0.9217915989788814, + "FN": 1853, + "FP": 506, + "IoU": 0.8549289711579854, + "TN": 76868599, + "TP": 13902, + "n_pred": 14408, + "n_ref": 15755 + }, + "6": { + "Dice": 0.9734530267389948, + "FN": 25893, + "FP": 34384, + "IoU": 0.948279087167976, + "TN": 75719432, + "TP": 1105151, + "n_pred": 1139535, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.9226567115095339, + "FN": 9653, + "FP": 15747, + "IoU": 0.8564184892285602, + "TN": 76707957, + "TP": 151503, + "n_pred": 167250, + "n_ref": 161156 + }, + "8": { + "Dice": 0.9623402824478816, + "FN": 2894, + "FP": 2930, + "IoU": 0.9274141283214518, + "TN": 76804624, + "TP": 74412, + "n_pred": 77342, + "n_ref": 77306 + }, + "9": { + "Dice": 0.9471110438152279, + "FN": 7324, + "FP": 2107, + "IoU": 0.8995355476489763, + "TN": 76790986, + "TP": 84443, + "n_pred": 86550, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9582382035688467, + "FN": 7265, + "FP": 2960, + "IoU": 0.9198246728297774, + "TN": 130872399, + "TP": 117308, + "n_pred": 120268, + "n_ref": 124573 + }, + "10": { + "Dice": 0.8181512499902253, + "FN": 5250, + "FP": 18005, + "IoU": 0.6922639212365023, + "TN": 130924364, + "TP": 52313, + "n_pred": 70318, + "n_ref": 57563 + }, + "11": { + "Dice": 0.793456423993112, + "FN": 1421, + "FP": 738, + "IoU": 0.657627656200444, + "TN": 130993626, + "TP": 4147, + "n_pred": 4885, + "n_ref": 5568 + }, + "12": { + "Dice": 0.8688681830638532, + "FN": 961, + "FP": 953, + "IoU": 0.7681405208964264, + "TN": 130991677, + "TP": 6341, + "n_pred": 7294, + "n_ref": 7302 + }, + "13": { + "Dice": 0.7326293371195315, + "FN": 24753, + "FP": 14416, + "IoU": 0.5780702982775522, + "TN": 130907099, + "TP": 53664, + "n_pred": 68080, + "n_ref": 78417 + }, + "14": { + "Dice": 0.7754727977142812, + "FN": 345348, + "FP": 2545, + "IoU": 0.6332834389197508, + "TN": 130051262, + "TP": 600777, + "n_pred": 603322, + "n_ref": 946125 + }, + "15": { + "Dice": 0.6451493845614423, + "FN": 7830, + "FP": 11399, + "IoU": 0.4761775041542946, + "TN": 130963223, + "TP": 17480, + "n_pred": 28879, + "n_ref": 25310 + }, + "2": { + "Dice": 0.9571234524424769, + "FN": 9579, + "FP": 9171, + "IoU": 0.917772534710954, + "TN": 130771906, + "TP": 209276, + "n_pred": 218447, + "n_ref": 218855 + }, + "3": { + "Dice": 0.96881978949618, + "FN": 11040, + "FP": 6468, + "IoU": 0.939525196107893, + "TN": 130710423, + "TP": 272001, + "n_pred": 278469, + "n_ref": 283041 + }, + "4": { + "Dice": 0.0, + "FN": 2280, + "FP": 296, + "IoU": 0.0, + "TN": 130997356, + "TP": 0, + "n_pred": 296, + "n_ref": 2280 + }, + "5": { + "Dice": 0.7779584030600047, + "FN": 7448, + "FP": 1840, + "IoU": 0.6366055009976916, + "TN": 130974373, + "TP": 16271, + "n_pred": 18111, + "n_ref": 23719 + }, + "6": { + "Dice": 0.9712673127217075, + "FN": 49506, + "FP": 34716, + "IoU": 0.9441396435952468, + "TN": 129492208, + "TP": 1423502, + "n_pred": 1458218, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.8442891960179773, + "FN": 34150, + "FP": 28525, + "IoU": 0.7305367338515513, + "TN": 130767340, + "TP": 169917, + "n_pred": 198442, + "n_ref": 204067 + }, + "8": { + "Dice": 0.9583675845332725, + "FN": 4191, + "FP": 6394, + "IoU": 0.9200631338876428, + "TN": 130867515, + "TP": 121832, + "n_pred": 128226, + "n_ref": 126023 + }, + "9": { + "Dice": 0.8271956497256946, + "FN": 5803, + "FP": 15679, + "IoU": 0.7053142747400477, + "TN": 130927034, + "TP": 51416, + "n_pred": 67095, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9616859227859771, + "FN": 1607, + "FP": 2840, + "IoU": 0.9261994457075526, + "TN": 74366441, + "TP": 55810, + "n_pred": 58650, + "n_ref": 57417 + }, + "10": { + "Dice": 0.8529276662433463, + "FN": 15643, + "FP": 6129, + "IoU": 0.7435692075756148, + "TN": 74341794, + "TP": 63132, + "n_pred": 69261, + "n_ref": 78775 + }, + "11": { + "Dice": 0.827765726681128, + "FN": 480, + "FP": 314, + "IoU": 0.7061435973353072, + "TN": 74423996, + "TP": 1908, + "n_pred": 2222, + "n_ref": 2388 + }, + "12": { + "Dice": 0.750046390796066, + "FN": 436, + "FP": 911, + "IoU": 0.6000593824228029, + "TN": 74423330, + "TP": 2021, + "n_pred": 2932, + "n_ref": 2457 + }, + "13": { + "Dice": 0.6086548146500318, + "FN": 54078, + "FP": 9253, + "IoU": 0.4374578077811334, + "TN": 74314118, + "TP": 49249, + "n_pred": 58502, + "n_ref": 103327 + }, + "14": { + "Dice": 0.9316501168399743, + "FN": 15806, + "FP": 6950, + "IoU": 0.8720458826506228, + "TN": 74248853, + "TP": 155089, + "n_pred": 162039, + "n_ref": 170895 + }, + "15": { + "Dice": 0.7235003764745253, + "FN": 9246, + "FP": 669, + "IoU": 0.5667846375671779, + "TN": 74403811, + "TP": 12972, + "n_pred": 13641, + "n_ref": 22218 + }, + "2": { + "Dice": 0.9551452756223217, + "FN": 6309, + "FP": 4252, + "IoU": 0.9141417015568473, + "TN": 74303693, + "TP": 112444, + "n_pred": 116696, + "n_ref": 118753 + }, + "3": { + "Dice": 0.9608715070780822, + "FN": 7488, + "FP": 2587, + "IoU": 0.9246897892061594, + "TN": 74292918, + "TP": 123705, + "n_pred": 126292, + "n_ref": 131193 + }, + "4": { + "Dice": 0.8135855610934905, + "FN": 8913, + "FP": 961, + "IoU": 0.685751567423061, + "TN": 74395277, + "TP": 21547, + "n_pred": 22508, + "n_ref": 30460 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 74426698, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9733580267755771, + "FN": 16970, + "FP": 30689, + "IoU": 0.9480988038298355, + "TN": 73508434, + "TP": 870605, + "n_pred": 901294, + "n_ref": 887575 + }, + "7": { + "Dice": 0.8415994227974584, + "FN": 26869, + "FP": 19674, + "IoU": 0.7265184767344157, + "TN": 74256511, + "TP": 123644, + "n_pred": 143318, + "n_ref": 150513 + }, + "8": { + "Dice": 0.94606806494482, + "FN": 2298, + "FP": 2369, + "IoU": 0.8976557531633078, + "TN": 74381097, + "TP": 40934, + "n_pred": 43303, + "n_ref": 43232 + }, + "9": { + "Dice": 0.8891908725440235, + "FN": 2364, + "FP": 5464, + "IoU": 0.8004893465185035, + "TN": 74387462, + "TP": 31408, + "n_pred": 36872, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9789213507121646, + "FN": 2772, + "FP": 3155, + "IoU": 0.958712976120817, + "TN": 106503132, + "TP": 137629, + "n_pred": 140784, + "n_ref": 140401 + }, + "10": { + "Dice": 0.8920405151325232, + "FN": 11097, + "FP": 10263, + "IoU": 0.8051201576556027, + "TN": 106537082, + "TP": 88246, + "n_pred": 98509, + "n_ref": 99343 + }, + "11": { + "Dice": 0.6608965823346649, + "FN": 1673, + "FP": 1383, + "IoU": 0.4935366257872058, + "TN": 106640654, + "TP": 2978, + "n_pred": 4361, + "n_ref": 4651 + }, + "12": { + "Dice": 0.8639829757049122, + "FN": 598, + "FP": 936, + "IoU": 0.7605369965657196, + "TN": 106640282, + "TP": 4872, + "n_pred": 5808, + "n_ref": 5470 + }, + "13": { + "Dice": 0.7698282215545099, + "FN": 13785, + "FP": 2455, + "IoU": 0.6257892068758929, + "TN": 106603290, + "TP": 27158, + "n_pred": 29613, + "n_ref": 40943 + }, + "14": { + "Dice": 0.9551092284333641, + "FN": 1373, + "FP": 5102, + "IoU": 0.9140756664941545, + "TN": 106571331, + "TP": 68882, + "n_pred": 73984, + "n_ref": 70255 + }, + "15": { + "Dice": 0.863438468411947, + "FN": 3853, + "FP": 3330, + "IoU": 0.7596935532434512, + "TN": 106616797, + "TP": 22708, + "n_pred": 26038, + "n_ref": 26561 + }, + "2": { + "Dice": 0.9702695441927107, + "FN": 2478, + "FP": 8810, + "IoU": 0.9422558483346378, + "TN": 106451205, + "TP": 184195, + "n_pred": 193005, + "n_ref": 186673 + }, + "3": { + "Dice": 0.9739159240732765, + "FN": 3494, + "FP": 4380, + "IoU": 0.9491580143602458, + "TN": 106491816, + "TP": 146998, + "n_pred": 151378, + "n_ref": 150492 + }, + "4": { + "Dice": 0.8767389194435458, + "FN": 598, + "FP": 2069, + "IoU": 0.7805299539170507, + "TN": 106634536, + "TP": 9485, + "n_pred": 11554, + "n_ref": 10083 + }, + "5": { + "Dice": 0.7607047019017618, + "FN": 1182, + "FP": 869, + "IoU": 0.6138203728111467, + "TN": 106641377, + "TP": 3260, + "n_pred": 4129, + "n_ref": 4442 + }, + "6": { + "Dice": 0.9807067428053506, + "FN": 26107, + "FP": 22937, + "IoU": 0.9621438539724099, + "TN": 105351152, + "TP": 1246492, + "n_pred": 1269429, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.9693993944933333, + "FN": 7521, + "FP": 13270, + "IoU": 0.9406159760761587, + "TN": 106296577, + "TP": 329320, + "n_pred": 342590, + "n_ref": 336841 + }, + "8": { + "Dice": 0.9649029364356296, + "FN": 2190, + "FP": 2818, + "IoU": 0.9321859469999594, + "TN": 106572839, + "TP": 68841, + "n_pred": 71659, + "n_ref": 71031 + }, + "9": { + "Dice": 0.9185294837435013, + "FN": 8142, + "FP": 5507, + "IoU": 0.8493338190327957, + "TN": 106556097, + "TP": 76942, + "n_pred": 82449, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9722828663289229, + "FN": 3993, + "FP": 4602, + "IoU": 0.9460607734113188, + "TN": 107967582, + "TP": 150751, + "n_pred": 155353, + "n_ref": 154744 + }, + "10": { + "Dice": 0.8904947977967139, + "FN": 5481, + "FP": 13127, + "IoU": 0.8026053379725888, + "TN": 108032660, + "TP": 75660, + "n_pred": 88787, + "n_ref": 81141 + }, + "11": { + "Dice": 0.8382054087853681, + "FN": 356, + "FP": 679, + "IoU": 0.7214747039827771, + "TN": 108123212, + "TP": 2681, + "n_pred": 3360, + "n_ref": 3037 + }, + "12": { + "Dice": 0.8231783138522756, + "FN": 664, + "FP": 758, + "IoU": 0.6994928148774303, + "TN": 108122196, + "TP": 3310, + "n_pred": 4068, + "n_ref": 3974 + }, + "13": { + "Dice": 0.8384061449831973, + "FN": 16298, + "FP": 7264, + "IoU": 0.7217721937510332, + "TN": 108042242, + "TP": 61124, + "n_pred": 68388, + "n_ref": 77422 + }, + "14": { + "Dice": 0.8545053361552664, + "FN": 1941, + "FP": 10983, + "IoU": 0.7459705951725765, + "TN": 108076052, + "TP": 37952, + "n_pred": 48935, + "n_ref": 39893 + }, + "15": { + "Dice": 0.7183735899560257, + "FN": 10323, + "FP": 2934, + "IoU": 0.5605171556439582, + "TN": 108096763, + "TP": 16908, + "n_pred": 19842, + "n_ref": 27231 + }, + "2": { + "Dice": 0.9703347157572537, + "FN": 6849, + "FP": 4374, + "IoU": 0.942378781344341, + "TN": 107932156, + "TP": 183549, + "n_pred": 187923, + "n_ref": 190398 + }, + "3": { + "Dice": 0.9716156984218571, + "FN": 8270, + "FP": 2946, + "IoU": 0.9447982596883582, + "TN": 107923746, + "TP": 191966, + "n_pred": 194912, + "n_ref": 200236 + }, + "4": { + "Dice": 0.9544985878872103, + "FN": 1371, + "FP": 1674, + "IoU": 0.9129577223222708, + "TN": 108091945, + "TP": 31938, + "n_pred": 33612, + "n_ref": 33309 + }, + "5": { + "Dice": 0.8696278511404562, + "FN": 255, + "FP": 831, + "IoU": 0.7693288020390824, + "TN": 108122220, + "TP": 3622, + "n_pred": 4453, + "n_ref": 3877 + }, + "6": { + "Dice": 0.980173048525996, + "FN": 33669, + "FP": 24819, + "IoU": 0.9611170278538976, + "TN": 106622722, + "TP": 1445718, + "n_pred": 1470537, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.9687919156052103, + "FN": 7559, + "FP": 8472, + "IoU": 0.9394727701090404, + "TN": 107862072, + "TP": 248825, + "n_pred": 257297, + "n_ref": 256384 + }, + "8": { + "Dice": 0.9547219810846621, + "FN": 1379, + "FP": 2585, + "IoU": 0.913366553020369, + "TN": 108081172, + "TP": 41792, + "n_pred": 44377, + "n_ref": 43171 + }, + "9": { + "Dice": 0.918314965429841, + "FN": 4493, + "FP": 5691, + "IoU": 0.8489670616500319, + "TN": 108059499, + "TP": 57245, + "n_pred": 62936, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9348007129347852, + "FN": 4387, + "FP": 12367, + "IoU": 0.8775829314628087, + "TN": 62433300, + "TP": 120106, + "n_pred": 132473, + "n_ref": 124493 + }, + "10": { + "Dice": 0.9025692902517853, + "FN": 6505, + "FP": 4860, + "IoU": 0.8224385213886198, + "TN": 62506154, + "TP": 52641, + "n_pred": 57501, + "n_ref": 59146 + }, + "11": { + "Dice": 0.7139576422556775, + "FN": 653, + "FP": 468, + "IoU": 0.5551587301587302, + "TN": 62567640, + "TP": 1399, + "n_pred": 1867, + "n_ref": 2052 + }, + "12": { + "Dice": 0.7796919566457502, + "FN": 850, + "FP": 1081, + "IoU": 0.6389304412864623, + "TN": 62564812, + "TP": 3417, + "n_pred": 4498, + "n_ref": 4267 + }, + "13": { + "Dice": 0.8783435484467683, + "FN": 6097, + "FP": 3768, + "IoU": 0.7830771598830177, + "TN": 62524683, + "TP": 35612, + "n_pred": 39380, + "n_ref": 41709 + }, + "14": { + "Dice": 0.963488649872064, + "FN": 16858, + "FP": 8727, + "IoU": 0.9295495411151466, + "TN": 62206997, + "TP": 337578, + "n_pred": 346305, + "n_ref": 354436 + }, + "15": { + "Dice": 0.9122155380959517, + "FN": 6118, + "FP": 10284, + "IoU": 0.8385995296340395, + "TN": 62468537, + "TP": 85221, + "n_pred": 95505, + "n_ref": 91339 + }, + "2": { + "Dice": 0.9591176582923726, + "FN": 3786, + "FP": 10129, + "IoU": 0.9214467571030986, + "TN": 62393019, + "TP": 163226, + "n_pred": 173355, + "n_ref": 167012 + }, + "3": { + "Dice": 0.9745032864319096, + "FN": 5204, + "FP": 4998, + "IoU": 0.9502744119396002, + "TN": 62364994, + "TP": 194964, + "n_pred": 199962, + "n_ref": 200168 + }, + "4": { + "Dice": 0.926372898733366, + "FN": 1795, + "FP": 1652, + "IoU": 0.8628441827152634, + "TN": 62545028, + "TP": 21685, + "n_pred": 23337, + "n_ref": 23480 + }, + "5": { + "Dice": 0.7006254343293954, + "FN": 3134, + "FP": 1174, + "IoU": 0.5392020536955824, + "TN": 62560811, + "TP": 5041, + "n_pred": 6215, + "n_ref": 8175 + }, + "6": { + "Dice": 0.9728881699992529, + "FN": 57612, + "FP": 20413, + "IoU": 0.947207637554467, + "TN": 61092200, + "TP": 1399935, + "n_pred": 1420348, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.8907495615433674, + "FN": 8620, + "FP": 35234, + "IoU": 0.8030193459131927, + "TN": 62347529, + "TP": 178777, + "n_pred": 214011, + "n_ref": 187397 + }, + "8": { + "Dice": 0.8980197757336373, + "FN": 2372, + "FP": 13016, + "IoU": 0.8149146018763531, + "TN": 62487020, + "TP": 67752, + "n_pred": 80768, + "n_ref": 70124 + }, + "9": { + "Dice": 0.8798743249147138, + "FN": 2268, + "FP": 10655, + "IoU": 0.7855139333786991, + "TN": 62509909, + "TP": 47328, + "n_pred": 57983, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9209844472410846, + "FN": 7008, + "FP": 39956, + "IoU": 0.8535414015916972, + "TN": 55060584, + "TP": 273700, + "n_pred": 313656, + "n_ref": 280708 + }, + "10": { + "Dice": 0.8759019405727603, + "FN": 8165, + "FP": 11218, + "IoU": 0.779204210190575, + "TN": 55293461, + "TP": 68404, + "n_pred": 79622, + "n_ref": 76569 + }, + "11": { + "Dice": 0.8059635068980864, + "FN": 705, + "FP": 1039, + "IoU": 0.6749906820723072, + "TN": 55375882, + "TP": 3622, + "n_pred": 4661, + "n_ref": 4327 + }, + "12": { + "Dice": 0.8370347834905182, + "FN": 601, + "FP": 1006, + "IoU": 0.7197418904778514, + "TN": 55375514, + "TP": 4127, + "n_pred": 5133, + "n_ref": 4728 + }, + "13": { + "Dice": 0.8034808075877565, + "FN": 7135, + "FP": 16216, + "IoU": 0.6715151856176235, + "TN": 55310161, + "TP": 47736, + "n_pred": 63952, + "n_ref": 54871 + }, + "14": { + "Dice": 0.9413166268686352, + "FN": 5110, + "FP": 6121, + "IoU": 0.8891389538728814, + "TN": 55279941, + "TP": 90076, + "n_pred": 96197, + "n_ref": 95186 + }, + "15": { + "Dice": 0.8659366924725997, + "FN": 5256, + "FP": 20321, + "IoU": 0.7635699759659826, + "TN": 55273068, + "TP": 82603, + "n_pred": 102924, + "n_ref": 87859 + }, + "2": { + "Dice": 0.9650412656312085, + "FN": 4713, + "FP": 9100, + "IoU": 0.932444196646908, + "TN": 55176780, + "TP": 190655, + "n_pred": 199755, + "n_ref": 195368 + }, + "3": { + "Dice": 0.9673779712899625, + "FN": 8811, + "FP": 2997, + "IoU": 0.9368170970538189, + "TN": 55194362, + "TP": 175078, + "n_pred": 178075, + "n_ref": 183889 + }, + "4": { + "Dice": 0.8450301204819277, + "FN": 1798, + "FP": 260, + "IoU": 0.7316468900769331, + "TN": 55373579, + "TP": 5611, + "n_pred": 5871, + "n_ref": 7409 + }, + "5": { + "Dice": 0.8580762250453721, + "FN": 912, + "FP": 652, + "IoU": 0.7514303877940242, + "TN": 55374956, + "TP": 4728, + "n_pred": 5380, + "n_ref": 5640 + }, + "6": { + "Dice": 0.96855248332806, + "FN": 69238, + "FP": 23594, + "IoU": 0.9390225558477114, + "TN": 53858849, + "TP": 1429567, + "n_pred": 1453161, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.9436830534636793, + "FN": 13853, + "FP": 5411, + "IoU": 0.8933711198689279, + "TN": 55200584, + "TP": 161400, + "n_pred": 166811, + "n_ref": 175253 + }, + "8": { + "Dice": 0.9568406741075663, + "FN": 1659, + "FP": 2436, + "IoU": 0.917252667313288, + "TN": 55331760, + "TP": 45393, + "n_pred": 47829, + "n_ref": 47052 + }, + "9": { + "Dice": 0.8954020526203041, + "FN": 4938, + "FP": 5804, + "IoU": 0.8106135401974612, + "TN": 55324528, + "TP": 45978, + "n_pred": 51782, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9813719779374526, + "FN": 4859, + "FP": 5918, + "IoU": 0.9634252707385197, + "TN": 110851958, + "TP": 283880, + "n_pred": 289798, + "n_ref": 288739 + }, + "10": { + "Dice": 0.8950347390432506, + "FN": 9296, + "FP": 7821, + "IoU": 0.8100116543648371, + "TN": 111056520, + "TP": 72978, + "n_pred": 80799, + "n_ref": 82274 + }, + "11": { + "Dice": 0.834980608032028, + "FN": 297, + "FP": 1022, + "IoU": 0.7167096219931272, + "TN": 111141959, + "TP": 3337, + "n_pred": 4359, + "n_ref": 3634 + }, + "12": { + "Dice": 0.8365587900471622, + "FN": 532, + "FP": 473, + "IoU": 0.7190383002516075, + "TN": 111143038, + "TP": 2572, + "n_pred": 3045, + "n_ref": 3104 + }, + "13": { + "Dice": 0.8971190113153037, + "FN": 6699, + "FP": 6121, + "IoU": 0.8134322928036091, + "TN": 111077900, + "TP": 55895, + "n_pred": 62016, + "n_ref": 62594 + }, + "14": { + "Dice": 0.9128345574505167, + "FN": 4452, + "FP": 2550, + "IoU": 0.8396464068153713, + "TN": 111102949, + "TP": 36664, + "n_pred": 39214, + "n_ref": 41116 + }, + "15": { + "Dice": 0.8314639317230507, + "FN": 2421, + "FP": 6880, + "IoU": 0.7115432328495224, + "TN": 111114371, + "TP": 22943, + "n_pred": 29823, + "n_ref": 25364 + }, + "2": { + "Dice": 0.9729169224010389, + "FN": 5296, + "FP": 3088, + "IoU": 0.9472621481364994, + "TN": 110987640, + "TP": 150591, + "n_pred": 153679, + "n_ref": 155887 + }, + "3": { + "Dice": 0.9765582943182004, + "FN": 5105, + "FP": 6391, + "IoU": 0.954190442793841, + "TN": 110895663, + "TP": 239456, + "n_pred": 245847, + "n_ref": 244561 + }, + "4": { + "Dice": 0.9361814345991561, + "FN": 1088, + "FP": 1332, + "IoU": 0.880019831432821, + "TN": 111126445, + "TP": 17750, + "n_pred": 19082, + "n_ref": 18838 + }, + "5": { + "Dice": 0.8229589137718215, + "FN": 100, + "FP": 1908, + "IoU": 0.6991760299625468, + "TN": 111139940, + "TP": 4667, + "n_pred": 6575, + "n_ref": 4767 + }, + "6": { + "Dice": 0.9813984073654316, + "FN": 19989, + "FP": 40066, + "IoU": 0.9634762152954105, + "TN": 109502344, + "TP": 1584216, + "n_pred": 1624282, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.8002334050117242, + "FN": 119504, + "FP": 9905, + "IoU": 0.6669909033594524, + "TN": 110758010, + "TP": 259196, + "n_pred": 269101, + "n_ref": 378700 + }, + "8": { + "Dice": 0.9492878829017846, + "FN": 3632, + "FP": 4586, + "IoU": 0.9034709578904093, + "TN": 111061480, + "TP": 76917, + "n_pred": 81503, + "n_ref": 80549 + }, + "9": { + "Dice": 0.9183159475771369, + "FN": 5719, + "FP": 3200, + "IoU": 0.8489687404748196, + "TN": 111087561, + "TP": 50135, + "n_pred": 53335, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9779094254272981, + "FN": 4600, + "FP": 4327, + "IoU": 0.9567737436930437, + "TN": 96914507, + "TP": 197591, + "n_pred": 201918, + "n_ref": 202191 + }, + "10": { + "Dice": 0.9242620132265641, + "FN": 6129, + "FP": 5060, + "IoU": 0.8591887844351317, + "TN": 97041564, + "TP": 68272, + "n_pred": 73332, + "n_ref": 74401 + }, + "11": { + "Dice": 0.8352120236178208, + "FN": 800, + "FP": 428, + "IoU": 0.7170506912442396, + "TN": 97116685, + "TP": 3112, + "n_pred": 3540, + "n_ref": 3912 + }, + "12": { + "Dice": 0.7975485613379039, + "FN": 1444, + "FP": 505, + "IoU": 0.6632688320663441, + "TN": 97115237, + "TP": 3839, + "n_pred": 4344, + "n_ref": 5283 + }, + "13": { + "Dice": 0.8728265495728359, + "FN": 9330, + "FP": 2921, + "IoU": 0.7743498121270169, + "TN": 97066733, + "TP": 42041, + "n_pred": 44962, + "n_ref": 51371 + }, + "14": { + "Dice": 0.9279047644517118, + "FN": 11867, + "FP": 7004, + "IoU": 0.8655059118672093, + "TN": 96980714, + "TP": 121440, + "n_pred": 128444, + "n_ref": 133307 + }, + "15": { + "Dice": 0.9208973803853648, + "FN": 441, + "FP": 11251, + "IoU": 0.8533918495297805, + "TN": 97041275, + "TP": 68058, + "n_pred": 79309, + "n_ref": 68499 + }, + "2": { + "Dice": 0.9671956111373289, + "FN": 3435, + "FP": 7687, + "IoU": 0.9364751172314528, + "TN": 96945944, + "TP": 163959, + "n_pred": 171646, + "n_ref": 167394 + }, + "3": { + "Dice": 0.9645143309238681, + "FN": 5282, + "FP": 10506, + "IoU": 0.9314608204905579, + "TN": 96890675, + "TP": 214562, + "n_pred": 225068, + "n_ref": 219844 + }, + "4": { + "Dice": 0.9386506608183759, + "FN": 969, + "FP": 1157, + "IoU": 0.8843936922240349, + "TN": 97102635, + "TP": 16264, + "n_pred": 17421, + "n_ref": 17233 + }, + "5": { + "Dice": 0.8571536003008084, + "FN": 1060, + "FP": 2739, + "IoU": 0.750016450615253, + "TN": 97105828, + "TP": 11398, + "n_pred": 14137, + "n_ref": 12458 + }, + "6": { + "Dice": 0.9834575408953989, + "FN": 29504, + "FP": 22915, + "IoU": 0.9674534812462785, + "TN": 95510438, + "TP": 1558168, + "n_pred": 1581083, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.9611868720122252, + "FN": 12900, + "FP": 12448, + "IoU": 0.9252740903208309, + "TN": 96781812, + "TP": 313865, + "n_pred": 326313, + "n_ref": 326765 + }, + "8": { + "Dice": 0.9660635287553306, + "FN": 3150, + "FP": 3662, + "IoU": 0.9343548231666184, + "TN": 97017255, + "TP": 96958, + "n_pred": 100620, + "n_ref": 100108 + }, + "9": { + "Dice": 0.9525602962621038, + "FN": 4646, + "FP": 4398, + "IoU": 0.9094177859239005, + "TN": 97021182, + "TP": 90799, + "n_pred": 95197, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.977656386328288, + "FN": 3846, + "FP": 4989, + "IoU": 0.9562894248608534, + "TN": 78854280, + "TP": 193290, + "n_pred": 198279, + "n_ref": 197136 + }, + "10": { + "Dice": 0.8698365131005039, + "FN": 8256, + "FP": 17110, + "IoU": 0.7696554730208315, + "TN": 78946283, + "TP": 84756, + "n_pred": 101866, + "n_ref": 93012 + }, + "11": { + "Dice": 0.7889495663347253, + "FN": 553, + "FP": 761, + "IoU": 0.6514588859416446, + "TN": 79052635, + "TP": 2456, + "n_pred": 3217, + "n_ref": 3009 + }, + "12": { + "Dice": 0.652452025586354, + "FN": 1015, + "FP": 1104, + "IoU": 0.48417721518987344, + "TN": 79052297, + "TP": 1989, + "n_pred": 3093, + "n_ref": 3004 + }, + "13": { + "Dice": 0.844999522095135, + "FN": 12431, + "FP": 7029, + "IoU": 0.7316010151164074, + "TN": 78983901, + "TP": 53044, + "n_pred": 60073, + "n_ref": 65475 + }, + "14": { + "Dice": 0.5953932061423918, + "FN": 19965, + "FP": 4381, + "IoU": 0.423886036110651, + "TN": 79014146, + "TP": 17913, + "n_pred": 22294, + "n_ref": 37878 + }, + "15": { + "Dice": 0.7243119023720218, + "FN": 11111, + "FP": 9763, + "IoU": 0.5677813438244125, + "TN": 79008110, + "TP": 27421, + "n_pred": 37184, + "n_ref": 38532 + }, + "2": { + "Dice": 0.9574666472228482, + "FN": 4413, + "FP": 5212, + "IoU": 0.918403852185929, + "TN": 78938446, + "TP": 108334, + "n_pred": 113546, + "n_ref": 112747 + }, + "3": { + "Dice": 0.9568783501865821, + "FN": 7400, + "FP": 2873, + "IoU": 0.9173219157686333, + "TN": 78932152, + "TP": 113980, + "n_pred": 116853, + "n_ref": 121380 + }, + "4": { + "Dice": 0.8593943973660064, + "FN": 521, + "FP": 2084, + "IoU": 0.7534544766231308, + "TN": 79045839, + "TP": 7961, + "n_pred": 10045, + "n_ref": 8482 + }, + "5": { + "Dice": 0.8561824293631326, + "FN": 246, + "FP": 1337, + "IoU": 0.7485305798252582, + "TN": 79050110, + "TP": 4712, + "n_pred": 6049, + "n_ref": 4958 + }, + "6": { + "Dice": 0.9814100236063192, + "FN": 21544, + "FP": 27596, + "IoU": 0.9634986072423398, + "TN": 77710155, + "TP": 1297110, + "n_pred": 1324706, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.9688712393135877, + "FN": 13337, + "FP": 16262, + "IoU": 0.9396219718171953, + "TN": 78566177, + "TP": 460629, + "n_pred": 476891, + "n_ref": 473966 + }, + "8": { + "Dice": 0.9471824984893792, + "FN": 960, + "FP": 2449, + "IoU": 0.8996644690369673, + "TN": 79022429, + "TP": 30567, + "n_pred": 33016, + "n_ref": 31527 + }, + "9": { + "Dice": 0.9291441755800208, + "FN": 6053, + "FP": 3897, + "IoU": 0.8676650529339788, + "TN": 78981217, + "TP": 65238, + "n_pred": 69135, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9752018119519136, + "FN": 6729, + "FP": 4800, + "IoU": 0.9516037628924402, + "TN": 122473719, + "TP": 226692, + "n_pred": 231492, + "n_ref": 233421 + }, + "10": { + "Dice": 0.8977517621705047, + "FN": 15000, + "FP": 6730, + "IoU": 0.8144733022556905, + "TN": 122594814, + "TP": 95396, + "n_pred": 102126, + "n_ref": 110396 + }, + "11": { + "Dice": 0.8462010556032895, + "FN": 735, + "FP": 518, + "IoU": 0.733404255319149, + "TN": 122707240, + "TP": 3447, + "n_pred": 3965, + "n_ref": 4182 + }, + "12": { + "Dice": 0.6937977276960328, + "FN": 2565, + "FP": 723, + "IoU": 0.5311564237844004, + "TN": 122704927, + "TP": 3725, + "n_pred": 4448, + "n_ref": 6290 + }, + "13": { + "Dice": 0.7567180757892938, + "FN": 18375, + "FP": 4403, + "IoU": 0.6086456024603543, + "TN": 122653737, + "TP": 35425, + "n_pred": 39828, + "n_ref": 53800 + }, + "14": { + "Dice": 0.9270244198629902, + "FN": 13037, + "FP": 1866, + "IoU": 0.8639753196849244, + "TN": 122602379, + "TP": 94658, + "n_pred": 96524, + "n_ref": 107695 + }, + "15": { + "Dice": 0.9218273920138856, + "FN": 2228, + "FP": 6059, + "IoU": 0.8549905508504234, + "TN": 122654792, + "TP": 48861, + "n_pred": 54920, + "n_ref": 51089 + }, + "2": { + "Dice": 0.9418319169027385, + "FN": 2292, + "FP": 14340, + "IoU": 0.8900588970194538, + "TN": 122560659, + "TP": 134649, + "n_pred": 148989, + "n_ref": 136941 + }, + "3": { + "Dice": 0.9365322599089724, + "FN": 2562, + "FP": 16863, + "IoU": 0.8806400275280657, + "TN": 122549197, + "TP": 143318, + "n_pred": 160181, + "n_ref": 145880 + }, + "4": { + "Dice": 0.9535005674480491, + "FN": 4563, + "FP": 1378, + "IoU": 0.9111333821967601, + "TN": 122645087, + "TP": 60912, + "n_pred": 62290, + "n_ref": 65475 + }, + "5": { + "Dice": 0.7968800992102343, + "FN": 5000, + "FP": 1224, + "IoU": 0.6623447078609016, + "TN": 122693507, + "TP": 12209, + "n_pred": 13433, + "n_ref": 17209 + }, + "6": { + "Dice": 0.9829943689125615, + "FN": 39961, + "FP": 17850, + "IoU": 0.9665574495015231, + "TN": 120983274, + "TP": 1670855, + "n_pred": 1688705, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.8532626473408155, + "FN": 74525, + "FP": 94592, + "IoU": 0.7440785332074283, + "TN": 122051124, + "TP": 491699, + "n_pred": 586291, + "n_ref": 566224 + }, + "8": { + "Dice": 0.8809219461532316, + "FN": 4132, + "FP": 31640, + "IoU": 0.7871854363733715, + "TN": 122543850, + "TP": 132318, + "n_pred": 163958, + "n_ref": 136450 + }, + "9": { + "Dice": 0.9187988747863305, + "FN": 6482, + "FP": 5584, + "IoU": 0.8497945972861944, + "TN": 122631610, + "TP": 68264, + "n_pred": 73848, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/loop_004/summary_cross_val.json b/nnActive_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/loop_004/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..f76f45bf032c943f9f9b41ca11e12c8ed2fd4a63 --- /dev/null +++ b/nnActive_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/loop_004/summary_cross_val.json @@ -0,0 +1,24396 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": 0.7253382444689577, + "FN": 3245.6422222222213, + "FP": 4380.9222222222215, + "IoU": 0.6368884201362859, + "TN": 1039170.5577777778, + "TP": 22118.07777777778, + "n_pred": 26499.0, + "n_ref": 25363.719999999998 + }, + "mean": { + "1": { + "Dice": 0.7157654754041235, + "FN": 2756.4333333333334, + "FP": 4382.866666666667, + "IoU": 0.6554962966079114, + "TN": 1039799.4666666667, + "TP": 21976.433333333334, + "n_pred": 26359.3, + "n_ref": 24732.866666666665 + }, + "10": { + "Dice": 0.7574060898010047, + "FN": 5016.066666666667, + "FP": 3524.1666666666665, + "IoU": 0.641764386254092, + "TN": 1044948.8, + "TP": 15426.166666666666, + "n_pred": 18950.333333333332, + "n_ref": 20442.233333333334 + }, + "11": { + "Dice": 0.7538826881008801, + "FN": 318.56666666666666, + "FP": 281.3, + "IoU": 0.6119895366014224, + "TN": 1067273.6666666667, + "TP": 1041.6666666666667, + "n_pred": 1322.9666666666667, + "n_ref": 1360.2333333333333 + }, + "12": { + "Dice": 0.6301374310573441, + "FN": 584.6333333333333, + "FP": 380.53333333333336, + "IoU": 0.5005809296198178, + "TN": 1066598.9, + "TP": 1351.1333333333334, + "n_pred": 1731.6666666666667, + "n_ref": 1935.7666666666667 + }, + "13": { + "Dice": 0.6489413586567409, + "FN": 4038.6666666666665, + "FP": 3734.6, + "IoU": 0.5237688957648782, + "TN": 1051653.3666666667, + "TP": 9488.566666666668, + "n_pred": 13223.166666666666, + "n_ref": 13527.233333333334 + }, + "14": { + "Dice": 0.6964149887054842, + "FN": 1772.7333333333333, + "FP": 1144.6333333333334, + "IoU": 0.6270003262815398, + "TN": 1048009.5, + "TP": 17988.333333333332, + "n_pred": 19132.966666666667, + "n_ref": 19761.066666666666 + }, + "15": { + "Dice": 0.6127845039249067, + "FN": 1479.4, + "FP": 3661.733333333333, + "IoU": 0.5210828100530985, + "TN": 1054808.4666666666, + "TP": 8965.6, + "n_pred": 12627.333333333334, + "n_ref": 10445.0 + }, + "2": { + "Dice": 0.6705387743973292, + "FN": 2229.9333333333334, + "FP": 2982.5, + "IoU": 0.6143488138973772, + "TN": 1042081.0333333333, + "TP": 21621.733333333334, + "n_pred": 24604.233333333334, + "n_ref": 23851.666666666668 + }, + "3": { + "Dice": 0.8375987175529525, + "FN": 1299.0666666666666, + "FP": 4395.1, + "IoU": 0.7852522556705398, + "TN": 1032036.8666666667, + "TP": 31184.166666666668, + "n_pred": 35579.26666666667, + "n_ref": 32483.233333333334 + }, + "4": { + "Dice": 0.6143850794414604, + "FN": 2316.866666666667, + "FP": 2807.3, + "IoU": 0.5354296517696443, + "TN": 1053475.7333333334, + "TP": 10315.3, + "n_pred": 13122.6, + "n_ref": 12632.166666666666 + }, + "5": { + "Dice": 0.6923223741590693, + "FN": 425.76666666666665, + "FP": 705.5333333333333, + "IoU": 0.6004775738036173, + "TN": 1065346.7, + "TP": 2437.2, + "n_pred": 3142.733333333333, + "n_ref": 2862.9666666666667 + }, + "6": { + "Dice": 0.9124229544245334, + "FN": 5633.166666666667, + "FP": 19966.4, + "IoU": 0.8489797564359158, + "TN": 938794.4666666667, + "TP": 104521.16666666667, + "n_pred": 124487.56666666667, + "n_ref": 110154.33333333333 + }, + "7": { + "Dice": 0.7107357220264513, + "FN": 17480.033333333333, + "FP": 12658.966666666667, + "IoU": 0.6193239122767447, + "TN": 984807.5333333333, + "TP": 53968.666666666664, + "n_pred": 66627.63333333333, + "n_ref": 71448.7 + }, + "8": { + "Dice": 0.8064388188616078, + "FN": 1417.0666666666666, + "FP": 3398.0333333333333, + "IoU": 0.7373254180655816, + "TN": 1047194.5, + "TP": 16905.6, + "n_pred": 20303.633333333335, + "n_ref": 18322.666666666668 + }, + "9": { + "Dice": 0.8202986905204765, + "FN": 1916.2333333333333, + "FP": 1690.1666666666667, + "IoU": 0.7305057389421094, + "TN": 1050729.3666666667, + "TP": 14579.433333333332, + "n_pred": 16269.6, + "n_ref": 16495.666666666668 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9597062621622104, + "FN": 2984, + "FP": 3787, + "IoU": 0.9225339221563738, + "TN": 788754, + "TP": 80635, + "n_pred": 84422, + "n_ref": 83619 + }, + "10": { + "Dice": 0.7181593511782519, + "FN": 3230, + "FP": 4867, + "IoU": 0.5602563406289035, + "TN": 857747, + "TP": 10316, + "n_pred": 15183, + "n_ref": 13546 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7831046159329887, + "FN": 716, + "FP": 501, + "IoU": 0.643526654950205, + "TN": 872746, + "TP": 2197, + "n_pred": 2698, + "n_ref": 2913 + }, + "13": { + "Dice": 0.5575573677223592, + "FN": 818, + "FP": 1515, + "IoU": 0.3865369445174862, + "TN": 872357, + "TP": 1470, + "n_pred": 2985, + "n_ref": 2288 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8714780029658923, + "FN": 270, + "FP": 250, + "IoU": 0.7722295225580377, + "TN": 873877, + "TP": 1763, + "n_pred": 2013, + "n_ref": 2033 + }, + "3": { + "Dice": 0.3333251731988543, + "FN": 1533, + "FP": 25700, + "IoU": 0.1999941247319409, + "TN": 842119, + "TP": 6808, + "n_pred": 32508, + "n_ref": 8341 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.975214502847001, + "FN": 6912, + "FP": 2277, + "IoU": 0.9516279314610586, + "TN": 686195, + "TP": 180776, + "n_pred": 183053, + "n_ref": 187688 + }, + "7": { + "Dice": 0.914605798411571, + "FN": 7736, + "FP": 8134, + "IoU": 0.8426485023349891, + "TN": 775303, + "TP": 84987, + "n_pred": 93121, + "n_ref": 92723 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0001.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0001.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9436170611846795, + "FN": 937, + "FP": 566, + "IoU": 0.893252840909091, + "TN": 686848, + "TP": 12577, + "n_pred": 13143, + "n_ref": 13514 + }, + "10": { + "Dice": 0.8472955974842767, + "FN": 438, + "FP": 169, + "IoU": 0.735050196420777, + "TN": 698637, + "TP": 1684, + "n_pred": 1853, + "n_ref": 2122 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 33, + "IoU": 0.0, + "TN": 700895, + "TP": 0, + "n_pred": 33, + "n_ref": 0 + }, + "3": { + "Dice": 0.9577805417357657, + "FN": 2210, + "FP": 7566, + "IoU": 0.9189816349532587, + "TN": 580264, + "TP": 110888, + "n_pred": 118454, + "n_ref": 113098 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8085185414474092, + "FN": 3030, + "FP": 63, + "IoU": 0.6785825626104125, + "TN": 691305, + "TP": 6530, + "n_pred": 6593, + "n_ref": 9560 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 2758, + "FP": 0, + "IoU": 0.0, + "TN": 698170, + "TP": 0, + "n_pred": 0, + "n_ref": 2758 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0007.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0007.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 56, + "IoU": 0.0, + "TN": 700872, + "TP": 0, + "n_pred": 56, + "n_ref": 0 + }, + "10": { + "Dice": 0.5905980627388252, + "FN": 3978, + "FP": 14450, + "IoU": 0.4190416141235813, + "TN": 669208, + "TP": 13292, + "n_pred": 27742, + "n_ref": 17270 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.4884736651677263, + "FN": 35322, + "FP": 4264, + "IoU": 0.32316583172328894, + "TN": 642441, + "TP": 18901, + "n_pred": 23165, + "n_ref": 54223 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.16126438294077225, + "FN": 301, + "FP": 57066, + "IoU": 0.08770395343659552, + "TN": 638046, + "TP": 5515, + "n_pred": 62581, + "n_ref": 5816 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 34107, + "IoU": 0.0, + "TN": 666821, + "TP": 0, + "n_pred": 34107, + "n_ref": 0 + }, + "4": { + "Dice": 0.593017499927205, + "FN": 3868, + "FP": 10109, + "IoU": 0.4214817880794702, + "TN": 676768, + "TP": 10183, + "n_pred": 20292, + "n_ref": 14051 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8764121328454602, + "FN": 2376, + "FP": 3805, + "IoU": 0.780012100936043, + "TN": 672831, + "TP": 21916, + "n_pred": 25721, + "n_ref": 24292 + }, + "7": { + "Dice": 0.29994155775156733, + "FN": 783, + "FP": 51923, + "IoU": 0.17643014516305452, + "TN": 636931, + "TP": 11291, + "n_pred": 63214, + "n_ref": 12074 + }, + "8": { + "Dice": 0.863372437492594, + "FN": 409, + "FP": 744, + "IoU": 0.7595913261050876, + "TN": 696132, + "TP": 3643, + "n_pred": 4387, + "n_ref": 4052 + }, + "9": { + "Dice": 0.7415591630146288, + "FN": 1246, + "FP": 2941, + "IoU": 0.5892681969786149, + "TN": 690734, + "TP": 6007, + "n_pred": 8948, + "n_ref": 7253 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0016.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0016.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9306204136090727, + "FN": 103, + "FP": 313, + "IoU": 0.8702432938240798, + "TN": 872954, + "TP": 2790, + "n_pred": 3103, + "n_ref": 2893 + }, + "10": { + "Dice": 0.6537695726277896, + "FN": 33724, + "FP": 9748, + "IoU": 0.4856297698633379, + "TN": 791645, + "TP": 41043, + "n_pred": 50791, + "n_ref": 74767 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6994032819492789, + "FN": 877, + "FP": 1541, + "IoU": 0.537755687249092, + "TN": 870929, + "TP": 2813, + "n_pred": 4354, + "n_ref": 3690 + }, + "13": { + "Dice": 0.7200823818470877, + "FN": 9454, + "FP": 6040, + "IoU": 0.5626005702509669, + "TN": 840737, + "TP": 19929, + "n_pred": 25969, + "n_ref": 29383 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9502765448958689, + "FN": 1652, + "FP": 1989, + "IoU": 0.9052637056696069, + "TN": 837727, + "TP": 34792, + "n_pred": 36781, + "n_ref": 36444 + }, + "4": { + "Dice": 0.9102404468031092, + "FN": 3747, + "FP": 3678, + "IoU": 0.835267233155104, + "TN": 831087, + "TP": 37648, + "n_pred": 41326, + "n_ref": 41395 + }, + "5": { + "Dice": 0.49173955296404276, + "FN": 31, + "FP": 492, + "IoU": 0.32603092783505155, + "TN": 875384, + "TP": 253, + "n_pred": 745, + "n_ref": 284 + }, + "6": { + "Dice": 0.9583824667976892, + "FN": 9137, + "FP": 4839, + "IoU": 0.9200905670733799, + "TN": 701262, + "TP": 160922, + "n_pred": 165761, + "n_ref": 170059 + }, + "7": { + "Dice": 0.8567644803791733, + "FN": 1056, + "FP": 999, + "IoU": 0.7494208023411779, + "TN": 867959, + "TP": 6146, + "n_pred": 7145, + "n_ref": 7202 + }, + "8": { + "Dice": 0.9115579129147651, + "FN": 4739, + "FP": 997, + "IoU": 0.8374886672710788, + "TN": 840864, + "TP": 29560, + "n_pred": 30557, + "n_ref": 34299 + }, + "9": { + "Dice": 0.6502709277894504, + "FN": 6633, + "FP": 9180, + "IoU": 0.48177885560726225, + "TN": 845646, + "TP": 14701, + "n_pred": 23881, + "n_ref": 21334 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0045.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0045.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8913855747674388, + "FN": 2587, + "FP": 1628, + "IoU": 0.8040537399470039, + "TN": 1029881, + "TP": 17296, + "n_pred": 18924, + "n_ref": 19883 + }, + "10": { + "Dice": 0.7172511031619625, + "FN": 5951, + "FP": 4878, + "IoU": 0.5591516039732942, + "TN": 1026828, + "TP": 13735, + "n_pred": 18613, + "n_ref": 19686 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6453556160124369, + "FN": 2102, + "FP": 1548, + "IoU": 0.4764022378424903, + "TN": 1044421, + "TP": 3321, + "n_pred": 4869, + "n_ref": 5423 + }, + "13": { + "Dice": 0.6504795489768873, + "FN": 15303, + "FP": 258, + "IoU": 0.48200792250590857, + "TN": 1021351, + "TP": 14480, + "n_pred": 14738, + "n_ref": 29783 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 1051384, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "3": { + "Dice": 0.9314422925876887, + "FN": 2040, + "FP": 1015, + "IoU": 0.8716817876344086, + "TN": 1027584, + "TP": 20753, + "n_pred": 21768, + "n_ref": 22793 + }, + "4": { + "Dice": 0.8597143806044504, + "FN": 2706, + "FP": 9966, + "IoU": 0.7539465253101881, + "TN": 999891, + "TP": 38829, + "n_pred": 48795, + "n_ref": 41535 + }, + "5": { + "Dice": 0.0, + "FN": 120, + "FP": 0, + "IoU": 0.0, + "TN": 1051272, + "TP": 0, + "n_pred": 0, + "n_ref": 120 + }, + "6": { + "Dice": 0.9004683043916683, + "FN": 6206, + "FP": 9883, + "IoU": 0.8189562047081064, + "TN": 962524, + "TP": 72779, + "n_pred": 82662, + "n_ref": 78985 + }, + "7": { + "Dice": 0.6623781062488101, + "FN": 219950, + "FP": 67348, + "IoU": 0.4951908378168477, + "TN": 482270, + "TP": 281824, + "n_pred": 349172, + "n_ref": 501774 + }, + "8": { + "Dice": 0.938915411923124, + "FN": 267, + "FP": 232, + "IoU": 0.8848638670973696, + "TN": 1047058, + "TP": 3835, + "n_pred": 4067, + "n_ref": 4102 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0050.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0050.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 22, + "IoU": 0.0, + "TN": 525674, + "TP": 0, + "n_pred": 22, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8423495154465627, + "FN": 947, + "FP": 2518, + "IoU": 0.7276371639679295, + "TN": 512974, + "TP": 9257, + "n_pred": 11775, + "n_ref": 10204 + }, + "6": { + "Dice": 0.9220669207962727, + "FN": 1067, + "FP": 405, + "IoU": 0.8554027504911591, + "TN": 515516, + "TP": 8708, + "n_pred": 9113, + "n_ref": 9775 + }, + "7": { + "Dice": 0.7285419641440584, + "FN": 3955, + "FP": 1178, + "IoU": 0.5729972548040928, + "TN": 513675, + "TP": 6888, + "n_pred": 8066, + "n_ref": 10843 + }, + "8": { + "Dice": 0.9234254644313548, + "FN": 312, + "FP": 2392, + "IoU": 0.8577441077441077, + "TN": 506688, + "TP": 16304, + "n_pred": 18696, + "n_ref": 16616 + }, + "9": { + "Dice": 0.8150418660287081, + "FN": 983, + "FP": 1491, + "IoU": 0.6878233438485805, + "TN": 517771, + "TP": 5451, + "n_pred": 6942, + "n_ref": 6434 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0054.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0054.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.297029702970297, + "FN": 44, + "FP": 27, + "IoU": 0.1744186046511628, + "TN": 1401770, + "TP": 15, + "n_pred": 42, + "n_ref": 59 + }, + "10": { + "Dice": 0.7029241311611576, + "FN": 20946, + "FP": 10528, + "IoU": 0.5419298500946005, + "TN": 1333146, + "TP": 37236, + "n_pred": 47764, + "n_ref": 58182 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.12746883316991175, + "FN": 1380, + "FP": 11078, + "IoU": 0.06807301017354878, + "TN": 1388488, + "TP": 910, + "n_pred": 11988, + "n_ref": 2290 + }, + "14": { + "Dice": 0.7598529157720688, + "FN": 15572, + "FP": 3890, + "IoU": 0.6127119318634084, + "TN": 1351604, + "TP": 30790, + "n_pred": 34680, + "n_ref": 46362 + }, + "15": { + "Dice": 0.7284178055781672, + "FN": 6251, + "FP": 6427, + "IoU": 0.5728436657681941, + "TN": 1372176, + "TP": 17002, + "n_pred": 23429, + "n_ref": 23253 + }, + "2": { + "Dice": 0.9144690664794947, + "FN": 2635, + "FP": 5042, + "IoU": 0.8424164049510438, + "TN": 1353139, + "TP": 41040, + "n_pred": 46082, + "n_ref": 43675 + }, + "3": { + "Dice": 0.9505196896501245, + "FN": 7791, + "FP": 4377, + "IoU": 0.9057051192634956, + "TN": 1272814, + "TP": 116874, + "n_pred": 121251, + "n_ref": 124665 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8098057943330149, + "FN": 1904, + "FP": 1083, + "IoU": 0.6803980312433127, + "TN": 1392510, + "TP": 6359, + "n_pred": 7442, + "n_ref": 8263 + }, + "6": { + "Dice": 0.9476368307128755, + "FN": 5446, + "FP": 5561, + "IoU": 0.9004846030052619, + "TN": 1291250, + "TP": 99599, + "n_pred": 105160, + "n_ref": 105045 + }, + "7": { + "Dice": 0.7176571938530742, + "FN": 49364, + "FP": 5369, + "IoU": 0.5596453541229193, + "TN": 1277563, + "TP": 69560, + "n_pred": 74929, + "n_ref": 118924 + }, + "8": { + "Dice": 0.8878141299193931, + "FN": 166, + "FP": 1017, + "IoU": 0.7982605729877217, + "TN": 1395992, + "TP": 4681, + "n_pred": 5698, + "n_ref": 4847 + }, + "9": { + "Dice": 0.8419864559819413, + "FN": 6781, + "FP": 3159, + "IoU": 0.7270955165692008, + "TN": 1365433, + "TP": 26483, + "n_pred": 29642, + "n_ref": 33264 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0058.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0058.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.959166973528088, + "FN": 1011, + "FP": 985, + "IoU": 0.9215377962970243, + "TN": 850721, + "TP": 23443, + "n_pred": 24428, + "n_ref": 24454 + }, + "10": { + "Dice": 0.7995628982071418, + "FN": 6043, + "FP": 4779, + "IoU": 0.6660598018946524, + "TN": 843753, + "TP": 21585, + "n_pred": 26364, + "n_ref": 27628 + }, + "11": { + "Dice": 0.7734806629834254, + "FN": 154, + "FP": 10, + "IoU": 0.6306306306306306, + "TN": 875716, + "TP": 280, + "n_pred": 290, + "n_ref": 434 + }, + "12": { + "Dice": 0.7261061946902655, + "FN": 882, + "FP": 356, + "IoU": 0.5699895797151788, + "TN": 873281, + "TP": 1641, + "n_pred": 1997, + "n_ref": 2523 + }, + "13": { + "Dice": 0.7243895432347027, + "FN": 495, + "FP": 4302, + "IoU": 0.5678767678587515, + "TN": 865059, + "TP": 6304, + "n_pred": 10606, + "n_ref": 6799 + }, + "14": { + "Dice": 0.9855102463258124, + "FN": 353, + "FP": 4407, + "IoU": 0.9714344011426239, + "TN": 709526, + "TP": 161874, + "n_pred": 166281, + "n_ref": 162227 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9157303370786517, + "FN": 49, + "FP": 101, + "IoU": 0.844559585492228, + "TN": 875195, + "TP": 815, + "n_pred": 916, + "n_ref": 864 + }, + "3": { + "Dice": 0.9451915470674652, + "FN": 146, + "FP": 339, + "IoU": 0.8960788515106064, + "TN": 871493, + "TP": 4182, + "n_pred": 4521, + "n_ref": 4328 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9936603458301109, + "FN": 1805, + "FP": 441, + "IoU": 0.987400567703717, + "TN": 697898, + "TP": 176016, + "n_pred": 176457, + "n_ref": 177821 + }, + "7": { + "Dice": 0.9682266534203804, + "FN": 2878, + "FP": 7868, + "IoU": 0.9384102202582575, + "TN": 701683, + "TP": 163731, + "n_pred": 171599, + "n_ref": 166609 + }, + "8": { + "Dice": 0.9527641834330252, + "FN": 788, + "FP": 515, + "IoU": 0.9097895319855995, + "TN": 861716, + "TP": 13141, + "n_pred": 13656, + "n_ref": 13929 + }, + "9": { + "Dice": 0.9081210463327064, + "FN": 743, + "FP": 1944, + "IoU": 0.8317048728548165, + "TN": 860194, + "TP": 13279, + "n_pred": 15223, + "n_ref": 14022 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0078.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0078.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8415144915396213, + "FN": 3337, + "FP": 4231, + "IoU": 0.7263919016630513, + "TN": 498036, + "TP": 20092, + "n_pred": 24323, + "n_ref": 23429 + }, + "11": { + "Dice": 0.5011990407673861, + "FN": 394, + "FP": 22, + "IoU": 0.3344, + "TN": 525071, + "TP": 209, + "n_pred": 231, + "n_ref": 603 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8621656468084236, + "FN": 3387, + "FP": 3348, + "IoU": 0.7577250980251088, + "TN": 497897, + "TP": 21064, + "n_pred": 24412, + "n_ref": 24451 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8438948995363215, + "FN": 334, + "FP": 777, + "IoU": 0.7299465240641712, + "TN": 521582, + "TP": 3003, + "n_pred": 3780, + "n_ref": 3337 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8666252459355908, + "FN": 1326, + "FP": 1250, + "IoU": 0.7646413887619917, + "TN": 514751, + "TP": 8369, + "n_pred": 9619, + "n_ref": 9695 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9440422583997229, + "FN": 2906, + "FP": 3556, + "IoU": 0.8940151875481787, + "TN": 464725, + "TP": 54509, + "n_pred": 58065, + "n_ref": 57415 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8969088483368383, + "FN": 2720, + "FP": 1839, + "IoU": 0.8130867943093764, + "TN": 501305, + "TP": 19832, + "n_pred": 21671, + "n_ref": 22552 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0094.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0094.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.915742426750538, + "FN": 333, + "FP": 176, + "IoU": 0.8445801526717557, + "TN": 697653, + "TP": 2766, + "n_pred": 2942, + "n_ref": 3099 + }, + "10": { + "Dice": 0.8517091637902238, + "FN": 2146, + "FP": 4513, + "IoU": 0.7417190287797688, + "TN": 675146, + "TP": 19123, + "n_pred": 23636, + "n_ref": 21269 + }, + "11": { + "Dice": 0.7326127306474506, + "FN": 1423, + "FP": 1026, + "IoU": 0.5780496209510683, + "TN": 695124, + "TP": 3355, + "n_pred": 4381, + "n_ref": 4778 + }, + "12": { + "Dice": 0.8281162972039657, + "FN": 640, + "FP": 903, + "IoU": 0.7066539923954372, + "TN": 695668, + "TP": 3717, + "n_pred": 4620, + "n_ref": 4357 + }, + "13": { + "Dice": 0.382089552238806, + "FN": 306, + "FP": 10665, + "IoU": 0.23616236162361623, + "TN": 686565, + "TP": 3392, + "n_pred": 14057, + "n_ref": 3698 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9533917858790956, + "FN": 665, + "FP": 244, + "IoU": 0.9109347442680776, + "TN": 690722, + "TP": 9297, + "n_pred": 9541, + "n_ref": 9962 + }, + "3": { + "Dice": 0.9614787865817773, + "FN": 1609, + "FP": 1271, + "IoU": 0.9258152593890062, + "TN": 662106, + "TP": 35942, + "n_pred": 37213, + "n_ref": 37551 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9837896408187787, + "FN": 1893, + "FP": 1129, + "IoU": 0.9680964496479207, + "TN": 606205, + "TP": 91701, + "n_pred": 92830, + "n_ref": 93594 + }, + "7": { + "Dice": 0.8892811296534018, + "FN": 1241, + "FP": 139, + "IoU": 0.8006356544351344, + "TN": 694006, + "TP": 5542, + "n_pred": 5681, + "n_ref": 6783 + }, + "8": { + "Dice": 0.9130168783963724, + "FN": 1486, + "FP": 931, + "IoU": 0.839954972851278, + "TN": 685826, + "TP": 12685, + "n_pred": 13616, + "n_ref": 14171 + }, + "9": { + "Dice": 0.9280178067490759, + "FN": 2229, + "FP": 1393, + "IoU": 0.8657026325546904, + "TN": 673958, + "TP": 23348, + "n_pred": 24741, + "n_ref": 25577 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0098.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0098.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8849356548069645, + "FN": 7198, + "FP": 3442, + "IoU": 0.7936184657162254, + "TN": 649373, + "TP": 40915, + "n_pred": 44357, + "n_ref": 48113 + }, + "11": { + "Dice": 0.7660049627791563, + "FN": 652, + "FP": 1234, + "IoU": 0.6207520611301025, + "TN": 695955, + "TP": 3087, + "n_pred": 4321, + "n_ref": 3739 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7745354895052248, + "FN": 4631, + "FP": 2856, + "IoU": 0.6320342065169312, + "TN": 680581, + "TP": 12860, + "n_pred": 15716, + "n_ref": 17491 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9646801131696632, + "FN": 616, + "FP": 158, + "IoU": 0.9317700987306065, + "TN": 689584, + "TP": 10570, + "n_pred": 10728, + "n_ref": 11186 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9804916196394226, + "FN": 1407, + "FP": 1362, + "IoU": 0.9617298283439755, + "TN": 628574, + "TP": 69585, + "n_pred": 70947, + "n_ref": 70992 + }, + "7": { + "Dice": 0.9193729003359462, + "FN": 467, + "FP": 1405, + "IoU": 0.8507772020725388, + "TN": 688383, + "TP": 10673, + "n_pred": 12078, + "n_ref": 11140 + }, + "8": { + "Dice": 0.823148786277663, + "FN": 8816, + "FP": 422, + "IoU": 0.699450174057325, + "TN": 670191, + "TP": 21499, + "n_pred": 21921, + "n_ref": 30315 + }, + "9": { + "Dice": 0.9351065003862709, + "FN": 1510, + "FP": 842, + "IoU": 0.8781220851901751, + "TN": 681630, + "TP": 16946, + "n_pred": 17788, + "n_ref": 18456 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0142.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0142.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.774385408406027, + "FN": 312, + "FP": 826, + "IoU": 0.6318343578130055, + "TN": 1048301, + "TP": 1953, + "n_pred": 2779, + "n_ref": 2265 + }, + "11": { + "Dice": 0.8304748570761872, + "FN": 685, + "FP": 768, + "IoU": 0.710095770151636, + "TN": 1046380, + "TP": 3559, + "n_pred": 4327, + "n_ref": 4244 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.38512836658175675, + "FN": 3143, + "FP": 18340, + "IoU": 0.2384885328417993, + "TN": 1023181, + "TP": 6728, + "n_pred": 25068, + "n_ref": 9871 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 1051384, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 22084, + "IoU": 0.0, + "TN": 1029308, + "TP": 0, + "n_pred": 22084, + "n_ref": 0 + }, + "2": { + "Dice": 0.9215439639389612, + "FN": 15647, + "FP": 1880, + "IoU": 0.8545030424279655, + "TN": 930929, + "TP": 102936, + "n_pred": 104816, + "n_ref": 118583 + }, + "3": { + "Dice": 0.2052910052910053, + "FN": 87, + "FP": 12680, + "IoU": 0.11438679245283019, + "TN": 1036976, + "TP": 1649, + "n_pred": 14329, + "n_ref": 1736 + }, + "4": { + "Dice": 0.9009237456982431, + "FN": 687, + "FP": 2048, + "IoU": 0.8197099538562953, + "TN": 1036222, + "TP": 12435, + "n_pred": 14483, + "n_ref": 13122 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9867563706741624, + "FN": 1430, + "FP": 1444, + "IoU": 0.9738589438067344, + "TN": 941450, + "TP": 107068, + "n_pred": 108512, + "n_ref": 108498 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 2157, + "IoU": 0.0, + "TN": 1049235, + "TP": 0, + "n_pred": 2157, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.956428187197418, + "FN": 671, + "FP": 139, + "IoU": 0.9164948453608247, + "TN": 1041692, + "TP": 8890, + "n_pred": 9029, + "n_ref": 9561 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0158.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0158.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.936086754680173, + "FN": 1899, + "FP": 10354, + "IoU": 0.8798525244403479, + "TN": 1124641, + "TP": 89730, + "n_pred": 100084, + "n_ref": 91629 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.7534936626584335, + "FN": 2094, + "FP": 940, + "IoU": 0.6044844218485204, + "TN": 1218953, + "TP": 4637, + "n_pred": 5577, + "n_ref": 6731 + }, + "12": { + "Dice": 0.6323731138545954, + "FN": 3141, + "FP": 611, + "IoU": 0.46238716148445336, + "TN": 1219645, + "TP": 3227, + "n_pred": 3838, + "n_ref": 6368 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8735915975937139, + "FN": 2697, + "FP": 3754, + "IoU": 0.775554937025955, + "TN": 1197882, + "TP": 22291, + "n_pred": 26045, + "n_ref": 24988 + }, + "15": { + "Dice": 0.9302951926982024, + "FN": 5693, + "FP": 10612, + "IoU": 0.869674686276077, + "TN": 1101514, + "TP": 108805, + "n_pred": 119417, + "n_ref": 114498 + }, + "2": { + "Dice": 0.9560641936332545, + "FN": 1329, + "FP": 341, + "IoU": 0.9158266129032258, + "TN": 1206784, + "TP": 18170, + "n_pred": 18511, + "n_ref": 19499 + }, + "3": { + "Dice": 0.9667128405322587, + "FN": 1428, + "FP": 158, + "IoU": 0.9355703607409814, + "TN": 1202008, + "TP": 23030, + "n_pred": 23188, + "n_ref": 24458 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7117241379310345, + "FN": 3294, + "FP": 468, + "IoU": 0.5524625267665952, + "TN": 1218218, + "TP": 4644, + "n_pred": 5112, + "n_ref": 7938 + }, + "6": { + "Dice": 0.9896058141750729, + "FN": 2377, + "FP": 4332, + "IoU": 0.9794254836958688, + "TN": 900541, + "TP": 319374, + "n_pred": 323706, + "n_ref": 321751 + }, + "7": { + "Dice": 0.7012738853503184, + "FN": 173, + "FP": 2641, + "IoU": 0.5399705738106915, + "TN": 1220507, + "TP": 3303, + "n_pred": 5944, + "n_ref": 3476 + }, + "8": { + "Dice": 0.95392987703556, + "FN": 481, + "FP": 1737, + "IoU": 0.9119177157380565, + "TN": 1201443, + "TP": 22963, + "n_pred": 24700, + "n_ref": 23444 + }, + "9": { + "Dice": 0.8654212544847211, + "FN": 3992, + "FP": 1447, + "IoU": 0.7627687878920051, + "TN": 1203697, + "TP": 17488, + "n_pred": 18935, + "n_ref": 21480 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0172.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0172.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.864, + "FN": 11, + "FP": 6, + "IoU": 0.7605633802816901, + "TN": 1752249, + "TP": 54, + "n_pred": 60, + "n_ref": 65 + }, + "10": { + "Dice": 0.810033309780963, + "FN": 2592, + "FP": 1172, + "IoU": 0.6807193146153193, + "TN": 1740531, + "TP": 8025, + "n_pred": 9197, + "n_ref": 10617 + }, + "11": { + "Dice": 0.711737089201878, + "FN": 1763, + "FP": 386, + "IoU": 0.5524781341107872, + "TN": 1747518, + "TP": 2653, + "n_pred": 3039, + "n_ref": 4416 + }, + "12": { + "Dice": 0.2608695652173913, + "FN": 31, + "FP": 3, + "IoU": 0.15, + "TN": 1752280, + "TP": 6, + "n_pred": 9, + "n_ref": 37 + }, + "13": { + "Dice": 0.5934825543120474, + "FN": 2022, + "FP": 448, + "IoU": 0.42195179031125674, + "TN": 1748047, + "TP": 1803, + "n_pred": 2251, + "n_ref": 3825 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9713337246725907, + "FN": 4103, + "FP": 2978, + "IoU": 0.9442651596247088, + "TN": 1625272, + "TP": 119967, + "n_pred": 122945, + "n_ref": 124070 + }, + "3": { + "Dice": 0.9448818897637795, + "FN": 336, + "FP": 0, + "IoU": 0.8955223880597015, + "TN": 1749104, + "TP": 2880, + "n_pred": 2880, + "n_ref": 3216 + }, + "4": { + "Dice": 0.9576715301505218, + "FN": 5360, + "FP": 1974, + "IoU": 0.9187809388808292, + "TN": 1662021, + "TP": 82965, + "n_pred": 84939, + "n_ref": 88325 + }, + "5": { + "Dice": 0.0712216094962146, + "FN": 625, + "FP": 9312, + "IoU": 0.03692576080635782, + "TN": 1742002, + "TP": 381, + "n_pred": 9693, + "n_ref": 1006 + }, + "6": { + "Dice": 0.9605513917648568, + "FN": 7650, + "FP": 9572, + "IoU": 0.9240970492959298, + "TN": 1525425, + "TP": 209673, + "n_pred": 219245, + "n_ref": 217323 + }, + "7": { + "Dice": 0.00033253524873636604, + "FN": 121, + "FP": 90065, + "IoU": 0.00016629527388831609, + "TN": 1662119, + "TP": 15, + "n_pred": 90080, + "n_ref": 136 + }, + "8": { + "Dice": 0.9830713422007256, + "FN": 1913, + "FP": 1811, + "IoU": 0.9667063020214031, + "TN": 1640467, + "TP": 108129, + "n_pred": 109940, + "n_ref": 110042 + }, + "9": { + "Dice": 0.7198056966217709, + "FN": 148, + "FP": 1121, + "IoU": 0.562262849258365, + "TN": 1749421, + "TP": 1630, + "n_pred": 2751, + "n_ref": 1778 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0175.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0175.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 28901, + "IoU": 0.0, + "TN": 847259, + "TP": 0, + "n_pred": 28901, + "n_ref": 0 + }, + "10": { + "Dice": 0.9326454571510462, + "FN": 217, + "FP": 18, + "IoU": 0.8737916219119226, + "TN": 874298, + "TP": 1627, + "n_pred": 1645, + "n_ref": 1844 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9775745842559583, + "FN": 91, + "FP": 5388, + "IoU": 0.9561329063250601, + "TN": 751260, + "TP": 119421, + "n_pred": 124809, + "n_ref": 119512 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9795593233431176, + "FN": 2376, + "FP": 1858, + "IoU": 0.9599375502673038, + "TN": 770475, + "TP": 101451, + "n_pred": 103309, + "n_ref": 103827 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9198327253314352, + "FN": 750, + "FP": 1052, + "IoU": 0.8515650741350906, + "TN": 864020, + "TP": 10338, + "n_pred": 11390, + "n_ref": 11088 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 5000, + "IoU": 0.0, + "TN": 871160, + "TP": 0, + "n_pred": 5000, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0179.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0179.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.03198546833043753, + "FN": 47149, + "FP": 1879, + "IoU": 0.016252658613909066, + "TN": 1527250, + "TP": 810, + "n_pred": 2689, + "n_ref": 47959 + }, + "10": { + "Dice": 0.77183746107074, + "FN": 5640, + "FP": 514, + "IoU": 0.6284489524844533, + "TN": 1560525, + "TP": 10409, + "n_pred": 10923, + "n_ref": 16049 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.08441558441558442, + "FN": 441, + "FP": 123, + "IoU": 0.04406779661016949, + "TN": 1576498, + "TP": 26, + "n_pred": 149, + "n_ref": 467 + }, + "13": { + "Dice": 0.014778325123152709, + "FN": 375, + "FP": 1225, + "IoU": 0.007444168734491315, + "TN": 1575476, + "TP": 12, + "n_pred": 1237, + "n_ref": 387 + }, + "14": { + "Dice": 0.18775377618970276, + "FN": 19581, + "FP": 423, + "IoU": 0.10360279620003585, + "TN": 1554772, + "TP": 2312, + "n_pred": 2735, + "n_ref": 21893 + }, + "15": { + "Dice": 0.4877083642479102, + "FN": 9744, + "FP": 613, + "IoU": 0.32249623863413357, + "TN": 1561801, + "TP": 4930, + "n_pred": 5543, + "n_ref": 14674 + }, + "2": { + "Dice": 0.2671532846715328, + "FN": 190, + "FP": 11858, + "IoU": 0.15417017691659646, + "TN": 1562844, + "TP": 2196, + "n_pred": 14054, + "n_ref": 2386 + }, + "3": { + "Dice": 0.7701941543874372, + "FN": 3561, + "FP": 10678, + "IoU": 0.6262729658792651, + "TN": 1538988, + "TP": 23861, + "n_pred": 34539, + "n_ref": 27422 + }, + "4": { + "Dice": 0.20455469703131354, + "FN": 697, + "FP": 30599, + "IoU": 0.11392978482446206, + "TN": 1541768, + "TP": 4024, + "n_pred": 34623, + "n_ref": 4721 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8190526875997871, + "FN": 605, + "FP": 22515, + "IoU": 0.6935556557007662, + "TN": 1501642, + "TP": 52326, + "n_pred": 74841, + "n_ref": 52931 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 2005, + "IoU": 0.0, + "TN": 1575083, + "TP": 0, + "n_pred": 2005, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 552, + "IoU": 0.0, + "TN": 1576536, + "TP": 0, + "n_pred": 552, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0192.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9029197617121424, + "FN": 1422, + "FP": 3858, + "IoU": 0.8230207146209023, + "TN": 1021558, + "TP": 24554, + "n_pred": 28412, + "n_ref": 25976 + }, + "11": { + "Dice": 0.8231250767153554, + "FN": 274, + "FP": 1167, + "IoU": 0.6994159365874009, + "TN": 1046598, + "TP": 3353, + "n_pred": 4520, + "n_ref": 3627 + }, + "12": { + "Dice": 0.8916770186335403, + "FN": 638, + "FP": 234, + "IoU": 0.8045281327056714, + "TN": 1046931, + "TP": 3589, + "n_pred": 3823, + "n_ref": 4227 + }, + "13": { + "Dice": 0.8272987609515439, + "FN": 4858, + "FP": 1233, + "IoU": 0.7054642166344294, + "TN": 1030712, + "TP": 14589, + "n_pred": 15822, + "n_ref": 19447 + }, + "14": { + "Dice": 0.9778786159954623, + "FN": 2844, + "FP": 2499, + "IoU": 0.9567147613762487, + "TN": 927955, + "TP": 118094, + "n_pred": 120593, + "n_ref": 120938 + }, + "15": { + "Dice": 0.917819824908218, + "FN": 183, + "FP": 690, + "IoU": 0.8481210855949896, + "TN": 1045644, + "TP": 4875, + "n_pred": 5565, + "n_ref": 5058 + }, + "2": { + "Dice": 0.9778544402403739, + "FN": 927, + "FP": 267, + "IoU": 0.9566684812193794, + "TN": 1023837, + "TP": 26361, + "n_pred": 26628, + "n_ref": 27288 + }, + "3": { + "Dice": 0.9448909299655568, + "FN": 38, + "FP": 58, + "IoU": 0.8955386289445049, + "TN": 1050473, + "TP": 823, + "n_pred": 881, + "n_ref": 861 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.989016634187471, + "FN": 1532, + "FP": 435, + "IoU": 0.9782719158713327, + "TN": 960864, + "TP": 88561, + "n_pred": 88996, + "n_ref": 90093 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9441486787339076, + "FN": 484, + "FP": 1247, + "IoU": 0.8942060872753942, + "TN": 1035030, + "TP": 14631, + "n_pred": 15878, + "n_ref": 15115 + }, + "9": { + "Dice": 0.948122580491937, + "FN": 4616, + "FP": 1937, + "IoU": 0.901362233762324, + "TN": 984957, + "TP": 59882, + "n_pred": 61819, + "n_ref": 64498 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0195.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0195.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8906523902023026, + "FN": 2003, + "FP": 2613, + "IoU": 0.8028614136237454, + "TN": 502281, + "TP": 18799, + "n_pred": 21412, + "n_ref": 20802 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9168679293250286, + "FN": 1196, + "FP": 2728, + "IoU": 0.8464968900363807, + "TN": 500133, + "TP": 21639, + "n_pred": 24367, + "n_ref": 22835 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.48019017432646594, + "FN": 610, + "FP": 46, + "IoU": 0.3159541188738269, + "TN": 524737, + "TP": 303, + "n_pred": 349, + "n_ref": 913 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 19, + "IoU": 0.0, + "TN": 525677, + "TP": 0, + "n_pred": 19, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8421052631578947, + "FN": 1170, + "FP": 693, + "IoU": 0.7272727272727273, + "TN": 518865, + "TP": 4968, + "n_pred": 5661, + "n_ref": 6138 + }, + "7": { + "Dice": 0.9205753509391459, + "FN": 32011, + "FP": 2401, + "IoU": 0.8528389190853536, + "TN": 291857, + "TP": 199427, + "n_pred": 201828, + "n_ref": 231438 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8936765964066268, + "FN": 1505, + "FP": 1229, + "IoU": 0.8077896512935883, + "TN": 511472, + "TP": 11490, + "n_pred": 12719, + "n_ref": 12995 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0212.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0212.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.95749787674015, + "FN": 204, + "FP": 947, + "IoU": 0.9184613204873902, + "TN": 1738204, + "TP": 12965, + "n_pred": 13912, + "n_ref": 13169 + }, + "10": { + "Dice": 0.7996100737643961, + "FN": 12309, + "FP": 7631, + "IoU": 0.6661252783684678, + "TN": 1692597, + "TP": 39783, + "n_pred": 47414, + "n_ref": 52092 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7000897550968073, + "FN": 1807, + "FP": 532, + "IoU": 0.5385677648451371, + "TN": 1747251, + "TP": 2730, + "n_pred": 3262, + "n_ref": 4537 + }, + "13": { + "Dice": 0.7061323618700668, + "FN": 301, + "FP": 667, + "IoU": 0.5457531675269827, + "TN": 1750189, + "TP": 1163, + "n_pred": 1830, + "n_ref": 1464 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9717314160234969, + "FN": 3167, + "FP": 2935, + "IoU": 0.9450171202018381, + "TN": 1641340, + "TP": 104878, + "n_pred": 107813, + "n_ref": 108045 + }, + "3": { + "Dice": 0.9757642834733503, + "FN": 2132, + "FP": 3430, + "IoU": 0.9526755098741587, + "TN": 1634791, + "TP": 111967, + "n_pred": 115397, + "n_ref": 114099 + }, + "4": { + "Dice": 0.9522494141746458, + "FN": 1936, + "FP": 1141, + "IoU": 0.9088512352627526, + "TN": 1718562, + "TP": 30681, + "n_pred": 31822, + "n_ref": 32617 + }, + "5": { + "Dice": 0.8889458178557704, + "FN": 760, + "FP": 107, + "IoU": 0.800092229651833, + "TN": 1747983, + "TP": 3470, + "n_pred": 3577, + "n_ref": 4230 + }, + "6": { + "Dice": 0.9355771614289256, + "FN": 9198, + "FP": 2497, + "IoU": 0.8789525436008901, + "TN": 1655705, + "TP": 84920, + "n_pred": 87417, + "n_ref": 94118 + }, + "7": { + "Dice": 0.8697026022304832, + "FN": 379, + "FP": 6631, + "IoU": 0.7694458148330867, + "TN": 1721915, + "TP": 23395, + "n_pred": 30026, + "n_ref": 23774 + }, + "8": { + "Dice": 0.41067400275103166, + "FN": 4226, + "FP": 27907, + "IoU": 0.2583950702762584, + "TN": 1708991, + "TP": 11196, + "n_pred": 39103, + "n_ref": 15422 + }, + "9": { + "Dice": 0.8790791188882261, + "FN": 6466, + "FP": 4480, + "IoU": 0.7842472503646469, + "TN": 1701586, + "TP": 39788, + "n_pred": 44268, + "n_ref": 46254 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0248.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0248.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 5026, + "IoU": 0.0, + "TN": 871134, + "TP": 0, + "n_pred": 5026, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8295106323706937, + "FN": 643, + "FP": 6701, + "IoU": 0.7086870289567632, + "TN": 850950, + "TP": 17866, + "n_pred": 24567, + "n_ref": 18509 + }, + "15": { + "Dice": 0.8621875716578766, + "FN": 2864, + "FP": 3146, + "IoU": 0.7577589681580008, + "TN": 851350, + "TP": 18800, + "n_pred": 21946, + "n_ref": 21664 + }, + "2": { + "Dice": 0.936144578313253, + "FN": 58, + "FP": 154, + "IoU": 0.8799546998867497, + "TN": 874394, + "TP": 1554, + "n_pred": 1708, + "n_ref": 1612 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8595303795491227, + "FN": 1837, + "FP": 3559, + "IoU": 0.7536635471353572, + "TN": 854255, + "TP": 16509, + "n_pred": 20068, + "n_ref": 18346 + }, + "6": { + "Dice": 0.9615243037965456, + "FN": 7664, + "FP": 2893, + "IoU": 0.9258996694017646, + "TN": 733691, + "TP": 131912, + "n_pred": 134805, + "n_ref": 139576 + }, + "7": { + "Dice": 0.6766929651545036, + "FN": 3498, + "FP": 436, + "IoU": 0.5113650478201466, + "TN": 868109, + "TP": 4117, + "n_pred": 4553, + "n_ref": 7615 + }, + "8": { + "Dice": 0.9744601680103738, + "FN": 969, + "FP": 1749, + "IoU": 0.9501924134139638, + "TN": 821590, + "TP": 51852, + "n_pred": 53601, + "n_ref": 52821 + }, + "9": { + "Dice": 0.5308241401687216, + "FN": 70, + "FP": 653, + "IoU": 0.36130742049469966, + "TN": 875028, + "TP": 409, + "n_pred": 1062, + "n_ref": 479 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0249.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0249.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9424786181452289, + "FN": 369, + "FP": 317, + "IoU": 0.8912147161433556, + "TN": 1220318, + "TP": 5620, + "n_pred": 5937, + "n_ref": 5989 + }, + "10": { + "Dice": 0.8771835238300626, + "FN": 4257, + "FP": 299, + "IoU": 0.7812349947181408, + "TN": 1205798, + "TP": 16270, + "n_pred": 16569, + "n_ref": 20527 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.817286002611896, + "FN": 1260, + "FP": 279, + "IoU": 0.6910258984139731, + "TN": 1221643, + "TP": 3442, + "n_pred": 3721, + "n_ref": 4702 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 84, + "FP": 0, + "IoU": 0.0, + "TN": 1226540, + "TP": 0, + "n_pred": 0, + "n_ref": 84 + }, + "15": { + "Dice": 0.29054726368159206, + "FN": 7, + "FP": 706, + "IoU": 0.16996507566938301, + "TN": 1225765, + "TP": 146, + "n_pred": 852, + "n_ref": 153 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 661, + "IoU": 0.0, + "TN": 1225963, + "TP": 0, + "n_pred": 661, + "n_ref": 0 + }, + "3": { + "Dice": 0.954018691588785, + "FN": 4768, + "FP": 3719, + "IoU": 0.9120800571837027, + "TN": 1130093, + "TP": 88044, + "n_pred": 91763, + "n_ref": 92812 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8984994430247035, + "FN": 1674, + "FP": 1424, + "IoU": 0.8157049375371802, + "TN": 1209814, + "TP": 13712, + "n_pred": 15136, + "n_ref": 15386 + }, + "7": { + "Dice": 0.996087732596523, + "FN": 425, + "FP": 855, + "IoU": 0.9922059575711816, + "TN": 1062396, + "TP": 162948, + "n_pred": 163803, + "n_ref": 163373 + }, + "8": { + "Dice": 0.9770244821092279, + "FN": 142, + "FP": 41, + "IoU": 0.9550810014727541, + "TN": 1222550, + "TP": 3891, + "n_pred": 3932, + "n_ref": 4033 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0263.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0263.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9737006561816477, + "FN": 360, + "FP": 650, + "IoU": 0.9487491754199016, + "TN": 1031685, + "TP": 18697, + "n_pred": 19347, + "n_ref": 19057 + }, + "10": { + "Dice": 0.8567556468172485, + "FN": 4075, + "FP": 2901, + "IoU": 0.7494072850061068, + "TN": 1023554, + "TP": 20862, + "n_pred": 23763, + "n_ref": 24937 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6814120404277135, + "FN": 979, + "FP": 1196, + "IoU": 0.5167740502110643, + "TN": 1046891, + "TP": 2326, + "n_pred": 3522, + "n_ref": 3305 + }, + "13": { + "Dice": 0.8718575502672131, + "FN": 2999, + "FP": 2348, + "IoU": 0.7728257636912096, + "TN": 1027855, + "TP": 18190, + "n_pred": 20538, + "n_ref": 21189 + }, + "14": { + "Dice": 0.7980642815183642, + "FN": 6275, + "FP": 944, + "IoU": 0.663982498603612, + "TN": 1029908, + "TP": 14265, + "n_pred": 15209, + "n_ref": 20540 + }, + "15": { + "Dice": 0.8615869517866981, + "FN": 4030, + "FP": 6773, + "IoU": 0.7568315851078198, + "TN": 1006966, + "TP": 33623, + "n_pred": 40396, + "n_ref": 37653 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9768390172350568, + "FN": 582, + "FP": 997, + "IoU": 0.9547266106603206, + "TN": 1016515, + "TP": 33298, + "n_pred": 34295, + "n_ref": 33880 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.9139813820264948, + "FN": 732, + "FP": 1190, + "IoU": 0.8415890546443584, + "TN": 1039259, + "TP": 10211, + "n_pred": 11401, + "n_ref": 10943 + }, + "6": { + "Dice": 0.9686314142013929, + "FN": 1561, + "FP": 6416, + "IoU": 0.9391709496865897, + "TN": 920254, + "TP": 123161, + "n_pred": 129577, + "n_ref": 124722 + }, + "7": { + "Dice": 0.585548234248908, + "FN": 142013, + "FP": 3535, + "IoU": 0.4139753991101806, + "TN": 803027, + "TP": 102817, + "n_pred": 106352, + "n_ref": 244830 + }, + "8": { + "Dice": 0.9488662656177695, + "FN": 1141, + "FP": 627, + "IoU": 0.9027074620294959, + "TN": 1033220, + "TP": 16404, + "n_pred": 17031, + "n_ref": 17545 + }, + "9": { + "Dice": 0.9539449580827999, + "FN": 993, + "FP": 1144, + "IoU": 0.9119452799868144, + "TN": 1027123, + "TP": 22132, + "n_pred": 23276, + "n_ref": 23125 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0272.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0272.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8321999288109556, + "FN": 1356, + "FP": 16558, + "IoU": 0.7126219199178645, + "TN": 463360, + "TP": 44422, + "n_pred": 60980, + "n_ref": 45778 + }, + "10": { + "Dice": 0.8757208073041807, + "FN": 2880, + "FP": 1258, + "IoU": 0.7789175615750388, + "TN": 506979, + "TP": 14579, + "n_pred": 15837, + "n_ref": 17459 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.760080448957083, + "FN": 12918, + "FP": 1874, + "IoU": 0.6130078748397562, + "TN": 487473, + "TP": 23431, + "n_pred": 25305, + "n_ref": 36349 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9246712778263025, + "FN": 1884, + "FP": 1307, + "IoU": 0.8598963821566561, + "TN": 502920, + "TP": 19585, + "n_pred": 20892, + "n_ref": 21469 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7020719669494465, + "FN": 1707, + "FP": 7740, + "IoU": 0.54091748469239, + "TN": 505118, + "TP": 11131, + "n_pred": 18871, + "n_ref": 12838 + }, + "7": { + "Dice": 0.8009304056568664, + "FN": 962, + "FP": 9736, + "IoU": 0.6679598994382197, + "TN": 493477, + "TP": 21521, + "n_pred": 31257, + "n_ref": 22483 + }, + "8": { + "Dice": 0.8336402701043585, + "FN": 233, + "FP": 38, + "IoU": 0.7147368421052631, + "TN": 524746, + "TP": 679, + "n_pred": 717, + "n_ref": 912 + }, + "9": { + "Dice": 0.9249277038750723, + "FN": 1218, + "FP": 2027, + "IoU": 0.8603400043038519, + "TN": 502461, + "TP": 19990, + "n_pred": 22017, + "n_ref": 21208 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0281.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0281.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9266785870473807, + "FN": 12092, + "FP": 1153, + "IoU": 0.863374731803928, + "TN": 1304912, + "TP": 83699, + "n_pred": 84852, + "n_ref": 95791 + }, + "10": { + "Dice": 0.7129663359547432, + "FN": 13109, + "FP": 286, + "IoU": 0.5539609070627018, + "TN": 1371825, + "TP": 16636, + "n_pred": 16922, + "n_ref": 29745 + }, + "11": { + "Dice": 0.8208924103419516, + "FN": 882, + "FP": 836, + "IoU": 0.6961980548187445, + "TN": 1396201, + "TP": 3937, + "n_pred": 4773, + "n_ref": 4819 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8909477099766248, + "FN": 1514, + "FP": 8703, + "IoU": 0.8033414817238658, + "TN": 1349903, + "TP": 41736, + "n_pred": 50439, + "n_ref": 43250 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9810107866959797, + "FN": 712, + "FP": 765, + "IoU": 0.9627293143909763, + "TN": 1362227, + "TP": 38152, + "n_pred": 38917, + "n_ref": 38864 + }, + "3": { + "Dice": 0.90465872156013, + "FN": 33, + "FP": 143, + "IoU": 0.8259149357072205, + "TN": 1400845, + "TP": 835, + "n_pred": 978, + "n_ref": 868 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 5459, + "IoU": 0.0, + "TN": 1396397, + "TP": 0, + "n_pred": 5459, + "n_ref": 0 + }, + "5": { + "Dice": 0.9316311103645221, + "FN": 227, + "FP": 180, + "IoU": 0.8720125786163522, + "TN": 1398676, + "TP": 2773, + "n_pred": 2953, + "n_ref": 3000 + }, + "6": { + "Dice": 0.9331894450114743, + "FN": 3775, + "FP": 16779, + "IoU": 0.8747471054235223, + "TN": 1237756, + "TP": 143546, + "n_pred": 160325, + "n_ref": 147321 + }, + "7": { + "Dice": 0.9346584360031761, + "FN": 12483, + "FP": 2823, + "IoU": 0.8773321792652433, + "TN": 1277080, + "TP": 109470, + "n_pred": 112293, + "n_ref": 121953 + }, + "8": { + "Dice": 0.9144611597900149, + "FN": 1499, + "FP": 11846, + "IoU": 0.8424029854271475, + "TN": 1317178, + "TP": 71333, + "n_pred": 83179, + "n_ref": 72832 + }, + "9": { + "Dice": 0.9364406011493628, + "FN": 4328, + "FP": 2684, + "IoU": 0.8804779518298191, + "TN": 1343189, + "TP": 51655, + "n_pred": 54339, + "n_ref": 55983 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0297.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0297.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8416988416988417, + "FN": 1394, + "FP": 82, + "IoU": 0.7266666666666667, + "TN": 520296, + "TP": 3924, + "n_pred": 4006, + "n_ref": 5318 + }, + "10": { + "Dice": 0.9092186020947205, + "FN": 2250, + "FP": 723, + "IoU": 0.8335479536420133, + "TN": 507835, + "TP": 14888, + "n_pred": 15611, + "n_ref": 17138 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.797317436661699, + "FN": 292, + "FP": 1340, + "IoU": 0.6629491945477075, + "TN": 520854, + "TP": 3210, + "n_pred": 4550, + "n_ref": 3502 + }, + "13": { + "Dice": 0.7216334299433318, + "FN": 779, + "FP": 5656, + "IoU": 0.5644964807796427, + "TN": 510920, + "TP": 8341, + "n_pred": 13997, + "n_ref": 9120 + }, + "14": { + "Dice": 0.8453307008884502, + "FN": 1351, + "FP": 2566, + "IoU": 0.7320976677381849, + "TN": 511075, + "TP": 10704, + "n_pred": 13270, + "n_ref": 12055 + }, + "15": { + "Dice": 0.9012592064623426, + "FN": 15409, + "FP": 1215, + "IoU": 0.8202655364788306, + "TN": 433204, + "TP": 75868, + "n_pred": 77083, + "n_ref": 91277 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 15, + "IoU": 0.0, + "TN": 525681, + "TP": 0, + "n_pred": 15, + "n_ref": 0 + }, + "3": { + "Dice": 0.9792594425202045, + "FN": 516, + "FP": 490, + "IoU": 0.9593617451019996, + "TN": 500941, + "TP": 23749, + "n_pred": 24239, + "n_ref": 24265 + }, + "4": { + "Dice": 0.7482895897399223, + "FN": 630, + "FP": 9929, + "IoU": 0.597813666488916, + "TN": 499442, + "TP": 15695, + "n_pred": 25624, + "n_ref": 16325 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9850800287042526, + "FN": 1316, + "FP": 1075, + "IoU": 0.9705987236083273, + "TN": 444373, + "TP": 78932, + "n_pred": 80007, + "n_ref": 80248 + }, + "7": { + "Dice": 0.9270961858269406, + "FN": 1113, + "FP": 246, + "IoU": 0.8641, + "TN": 515696, + "TP": 8641, + "n_pred": 8887, + "n_ref": 9754 + }, + "8": { + "Dice": 0.9791631258710357, + "FN": 412, + "FP": 201, + "IoU": 0.9591768779968034, + "TN": 510680, + "TP": 14403, + "n_pred": 14604, + "n_ref": 14815 + }, + "9": { + "Dice": 0.9308176100628931, + "FN": 33, + "FP": 11, + "IoU": 0.8705882352941177, + "TN": 525356, + "TP": 296, + "n_pred": 307, + "n_ref": 329 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0302.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0302.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9120474546603783, + "FN": 7439, + "FP": 37784, + "IoU": 0.8383154748497492, + "TN": 3925869, + "TP": 234476, + "n_pred": 272260, + "n_ref": 241915 + }, + "10": { + "Dice": 0.9131072143952195, + "FN": 4835, + "FP": 2930, + "IoU": 0.840107898855119, + "TN": 4157004, + "TP": 40799, + "n_pred": 43729, + "n_ref": 45634 + }, + "11": { + "Dice": 0.7868808567603748, + "FN": 1013, + "FP": 579, + "IoU": 0.648642683734275, + "TN": 4201037, + "TP": 2939, + "n_pred": 3518, + "n_ref": 3952 + }, + "12": { + "Dice": 0.6858713578889499, + "FN": 2538, + "FP": 319, + "IoU": 0.5219210174029452, + "TN": 4199592, + "TP": 3119, + "n_pred": 3438, + "n_ref": 5657 + }, + "13": { + "Dice": 0.853102257126408, + "FN": 6739, + "FP": 3212, + "IoU": 0.7438346290480359, + "TN": 4166722, + "TP": 28895, + "n_pred": 32107, + "n_ref": 35634 + }, + "14": { + "Dice": 0.8770854613551243, + "FN": 1081, + "FP": 2890, + "IoU": 0.7810794420861128, + "TN": 4187429, + "TP": 14168, + "n_pred": 17058, + "n_ref": 15249 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 54694, + "IoU": 0.0, + "TN": 4150874, + "TP": 0, + "n_pred": 54694, + "n_ref": 0 + }, + "2": { + "Dice": 0.9612619613407963, + "FN": 7238, + "FP": 3081, + "IoU": 0.9254132664493419, + "TN": 4067219, + "TP": 128030, + "n_pred": 131111, + "n_ref": 135268 + }, + "3": { + "Dice": 0.9467472037922205, + "FN": 3554, + "FP": 9882, + "IoU": 0.8988793641953474, + "TN": 4072697, + "TP": 119435, + "n_pred": 129317, + "n_ref": 122989 + }, + "4": { + "Dice": 0.027950310559006212, + "FN": 1858, + "FP": 20, + "IoU": 0.014173228346456693, + "TN": 4203663, + "TP": 27, + "n_pred": 47, + "n_ref": 1885 + }, + "5": { + "Dice": 0.895807560137457, + "FN": 1463, + "FP": 1569, + "IoU": 0.811278476285323, + "TN": 4189502, + "TP": 13034, + "n_pred": 14603, + "n_ref": 14497 + }, + "6": { + "Dice": 0.6521372938409318, + "FN": 42562, + "FP": 451410, + "IoU": 0.48383065341965903, + "TN": 3248572, + "TP": 463024, + "n_pred": 914434, + "n_ref": 505586 + }, + "7": { + "Dice": 0.7332716566587534, + "FN": 31944, + "FP": 59738, + "IoU": 0.5788704898830986, + "TN": 3987863, + "TP": 126023, + "n_pred": 185761, + "n_ref": 157967 + }, + "8": { + "Dice": 0.5669318426144915, + "FN": 304, + "FP": 39980, + "IoU": 0.3956070335473804, + "TN": 4138916, + "TP": 26368, + "n_pred": 66348, + "n_ref": 26672 + }, + "9": { + "Dice": 0.9652416384593591, + "FN": 1501, + "FP": 830, + "IoU": 0.9328183992852408, + "TN": 4170871, + "TP": 32366, + "n_pred": 33196, + "n_ref": 33867 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0349.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0349.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6666666666666666, + "FN": 17, + "FP": 6, + "IoU": 0.5, + "TN": 350418, + "TP": 23, + "n_pred": 29, + "n_ref": 40 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 224, + "IoU": 0.0, + "TN": 350240, + "TP": 0, + "n_pred": 224, + "n_ref": 0 + }, + "13": { + "Dice": 0.8574067233099372, + "FN": 346, + "FP": 426, + "IoU": 0.7504041383769803, + "TN": 347371, + "TP": 2321, + "n_pred": 2747, + "n_ref": 2667 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8911316298045953, + "FN": 833, + "FP": 688, + "IoU": 0.8036405886909372, + "TN": 342718, + "TP": 6225, + "n_pred": 6913, + "n_ref": 7058 + }, + "6": { + "Dice": 0.9243007155468823, + "FN": 3453, + "FP": 620, + "IoU": 0.8592556757317116, + "TN": 321525, + "TP": 24866, + "n_pred": 25486, + "n_ref": 28319 + }, + "7": { + "Dice": 0.8576430976430977, + "FN": 561, + "FP": 496, + "IoU": 0.7507663286960623, + "TN": 346223, + "TP": 3184, + "n_pred": 3680, + "n_ref": 3745 + }, + "8": { + "Dice": 0.9642145671867502, + "FN": 618, + "FP": 1843, + "IoU": 0.930901841868823, + "TN": 314848, + "TP": 33155, + "n_pred": 34998, + "n_ref": 33773 + }, + "9": { + "Dice": 0.8843591971307002, + "FN": 1181, + "FP": 4010, + "IoU": 0.7926916932907349, + "TN": 325424, + "TP": 19849, + "n_pred": 23859, + "n_ref": 21030 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0371.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0371.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9681757059614523, + "FN": 118, + "FP": 95, + "IoU": 0.9383145091225021, + "TN": 872707, + "TP": 3240, + "n_pred": 3335, + "n_ref": 3358 + }, + "10": { + "Dice": 0.9021739130434783, + "FN": 1173, + "FP": 1185, + "IoU": 0.8217821782178217, + "TN": 862929, + "TP": 10873, + "n_pred": 12058, + "n_ref": 12046 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.810331681280976, + "FN": 824, + "FP": 1166, + "IoU": 0.6811408428136516, + "TN": 869919, + "TP": 4251, + "n_pred": 5417, + "n_ref": 5075 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9412420409059433, + "FN": 2610, + "FP": 869, + "IoU": 0.8890058703420113, + "TN": 844816, + "TP": 27865, + "n_pred": 28734, + "n_ref": 30475 + }, + "15": { + "Dice": 0.7608073621529657, + "FN": 201, + "FP": 2892, + "IoU": 0.613954068896655, + "TN": 868148, + "TP": 4919, + "n_pred": 7811, + "n_ref": 5120 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9552375375155552, + "FN": 1234, + "FP": 1212, + "IoU": 0.9143107374321248, + "TN": 847615, + "TP": 26099, + "n_pred": 27311, + "n_ref": 27333 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.9579875789363812, + "FN": 1215, + "FP": 395, + "IoU": 0.91936291695883, + "TN": 856194, + "TP": 18356, + "n_pred": 18751, + "n_ref": 19571 + }, + "8": { + "Dice": 0.8473520249221184, + "FN": 31, + "FP": 67, + "IoU": 0.7351351351351352, + "TN": 875790, + "TP": 272, + "n_pred": 339, + "n_ref": 303 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0378.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0378.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.663022151661749, + "FN": 2303, + "FP": 20196, + "IoU": 0.49591109717025517, + "TN": 1532455, + "TP": 22134, + "n_pred": 42330, + "n_ref": 24437 + }, + "10": { + "Dice": 0.21078560168155544, + "FN": 6253, + "FP": 17777, + "IoU": 0.11780902382613165, + "TN": 1549849, + "TP": 3209, + "n_pred": 20986, + "n_ref": 9462 + }, + "11": { + "Dice": 0.7928082191780822, + "FN": 223, + "FP": 1471, + "IoU": 0.6567375886524822, + "TN": 1572153, + "TP": 3241, + "n_pred": 4712, + "n_ref": 3464 + }, + "12": { + "Dice": 0.6686067660967625, + "FN": 371, + "FP": 540, + "IoU": 0.5021857923497268, + "TN": 1575258, + "TP": 919, + "n_pred": 1459, + "n_ref": 1290 + }, + "13": { + "Dice": 0.34601464177017355, + "FN": 12119, + "FP": 19683, + "IoU": 0.2092005470595549, + "TN": 1536873, + "TP": 8413, + "n_pred": 28096, + "n_ref": 20532 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7026559248346486, + "FN": 28047, + "FP": 815, + "IoU": 0.5416110793469284, + "TN": 1514124, + "TP": 34102, + "n_pred": 34917, + "n_ref": 62149 + }, + "3": { + "Dice": 0.8931021694789542, + "FN": 1346, + "FP": 10184, + "IoU": 0.8068514951000921, + "TN": 1517393, + "TP": 48165, + "n_pred": 58349, + "n_ref": 49511 + }, + "4": { + "Dice": 0.6554829737301338, + "FN": 44807, + "FP": 6720, + "IoU": 0.48752299965189716, + "TN": 1476543, + "TP": 49018, + "n_pred": 55738, + "n_ref": 93825 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8990178754424546, + "FN": 38305, + "FP": 34615, + "IoU": 0.8165599199021921, + "TN": 1179574, + "TP": 324594, + "n_pred": 359209, + "n_ref": 362899 + }, + "7": { + "Dice": 0.5720305973305239, + "FN": 7482, + "FP": 50201, + "IoU": 0.400590234119273, + "TN": 1480855, + "TP": 38550, + "n_pred": 88751, + "n_ref": 46032 + }, + "8": { + "Dice": 0.9268554396423249, + "FN": 2399, + "FP": 55, + "IoU": 0.8636818131318742, + "TN": 1559086, + "TP": 15548, + "n_pred": 15603, + "n_ref": 17947 + }, + "9": { + "Dice": 0.838536400404449, + "FN": 4483, + "FP": 627, + "IoU": 0.7219652864682518, + "TN": 1558709, + "TP": 13269, + "n_pred": 13896, + "n_ref": 17752 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0388.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0388.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7929883138564274, + "FN": 147, + "FP": 101, + "IoU": 0.656984785615491, + "TN": 700205, + "TP": 475, + "n_pred": 576, + "n_ref": 622 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8936781609195402, + "FN": 755, + "FP": 1169, + "IoU": 0.8077922077922078, + "TN": 690918, + "TP": 8086, + "n_pred": 9255, + "n_ref": 8841 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8026315789473685, + "FN": 81, + "FP": 159, + "IoU": 0.6703296703296703, + "TN": 700200, + "TP": 488, + "n_pred": 647, + "n_ref": 569 + }, + "7": { + "Dice": 0.988527724665392, + "FN": 2591, + "FP": 1045, + "IoU": 0.9773156899810964, + "TN": 540641, + "TP": 156651, + "n_pred": 157696, + "n_ref": 159242 + }, + "8": { + "Dice": 0.7221620201622172, + "FN": 7919, + "FP": 542, + "IoU": 0.565143650100221, + "TN": 681471, + "TP": 10996, + "n_pred": 11538, + "n_ref": 18915 + }, + "9": { + "Dice": 0.7425302744477575, + "FN": 3437, + "FP": 5025, + "IoU": 0.590495547812621, + "TN": 680264, + "TP": 12202, + "n_pred": 17227, + "n_ref": 15639 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0402.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0402.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": 0.7477002775519351, + "FN": 4670.56, + "FP": 6650.302222222222, + "IoU": 0.6625871874249006, + "TN": 1173875.208888889, + "TP": 23904.72888888889, + "n_pred": 30555.031111111108, + "n_ref": 28575.28888888889 + }, + "mean": { + "1": { + "Dice": 0.8846034464588088, + "FN": 2840.5666666666666, + "FP": 1039.8666666666666, + "IoU": 0.8136646979933858, + "TN": 1171612.5, + "TP": 33607.86666666667, + "n_pred": 34647.73333333333, + "n_ref": 36448.433333333334 + }, + "10": { + "Dice": 0.7054097057519403, + "FN": 4143.7, + "FP": 3607.4333333333334, + "IoU": 0.5971983476624562, + "TN": 1186797.6, + "TP": 14552.066666666668, + "n_pred": 18159.5, + "n_ref": 18695.766666666666 + }, + "11": { + "Dice": 0.7283307167636225, + "FN": 340.6, + "FP": 264.26666666666665, + "IoU": 0.6060471006791879, + "TN": 1207221.8333333333, + "TP": 1274.1, + "n_pred": 1538.3666666666666, + "n_ref": 1614.7 + }, + "12": { + "Dice": 0.6092995603356862, + "FN": 309.3666666666667, + "FP": 308.8333333333333, + "IoU": 0.48848174672835865, + "TN": 1207510.9333333333, + "TP": 971.6666666666666, + "n_pred": 1280.5, + "n_ref": 1281.0333333333333 + }, + "13": { + "Dice": 0.5852713794990139, + "FN": 2458.6, + "FP": 4510.066666666667, + "IoU": 0.4806887450694898, + "TN": 1191458.4333333333, + "TP": 10673.7, + "n_pred": 15183.766666666666, + "n_ref": 13132.3 + }, + "14": { + "Dice": 0.6125630566427875, + "FN": 28273.233333333334, + "FP": 10426.8, + "IoU": 0.5471724631886841, + "TN": 1131731.9333333333, + "TP": 38668.833333333336, + "n_pred": 49095.63333333333, + "n_ref": 66942.06666666667 + }, + "15": { + "Dice": 0.5671347601307996, + "FN": 5796.3, + "FP": 8277.333333333334, + "IoU": 0.48653529559894015, + "TN": 1176889.3, + "TP": 18137.866666666665, + "n_pred": 26415.2, + "n_ref": 23934.166666666668 + }, + "2": { + "Dice": 0.8867296156348008, + "FN": 7532.233333333334, + "FP": 987.0666666666667, + "IoU": 0.8220534050934255, + "TN": 1170157.8333333333, + "TP": 30423.666666666668, + "n_pred": 31410.733333333334, + "n_ref": 37955.9 + }, + "3": { + "Dice": 0.888354269853846, + "FN": 1097.6, + "FP": 4053.4666666666667, + "IoU": 0.8374818054111911, + "TN": 1173854.2333333334, + "TP": 30095.5, + "n_pred": 34148.96666666667, + "n_ref": 31193.1 + }, + "4": { + "Dice": 0.6836022087476941, + "FN": 2915.766666666667, + "FP": 1863.7333333333333, + "IoU": 0.5982546568852438, + "TN": 1188844.7, + "TP": 15476.6, + "n_pred": 17340.333333333332, + "n_ref": 18392.366666666665 + }, + "5": { + "Dice": 0.7684715657415518, + "FN": 824.9666666666667, + "FP": 750.0666666666667, + "IoU": 0.6480808239346295, + "TN": 1204816.6666666667, + "TP": 2709.1, + "n_pred": 3459.1666666666665, + "n_ref": 3534.0666666666666 + }, + "6": { + "Dice": 0.880989246796255, + "FN": 6030.233333333334, + "FP": 45620.53333333333, + "IoU": 0.8234792478515577, + "TN": 1058658.8333333333, + "TP": 98791.2, + "n_pred": 144411.73333333334, + "n_ref": 104821.43333333333 + }, + "7": { + "Dice": 0.6337531840006588, + "FN": 4822.766666666666, + "FP": 15554.066666666668, + "IoU": 0.5590391440448644, + "TN": 1155473.3666666667, + "TP": 33250.6, + "n_pred": 48804.666666666664, + "n_ref": 38073.36666666667 + }, + "8": { + "Dice": 0.9252552139289281, + "FN": 1229.8, + "FP": 935.0666666666667, + "IoU": 0.863248328041246, + "TN": 1188567.1666666667, + "TP": 18368.766666666666, + "n_pred": 19303.833333333332, + "n_ref": 19598.566666666666 + }, + "9": { + "Dice": 0.8557362329926335, + "FN": 1442.6666666666667, + "FP": 1555.9333333333334, + "IoU": 0.7673820031908487, + "TN": 1194532.8, + "TP": 11569.4, + "n_pred": 13125.333333333334, + "n_ref": 13012.066666666668 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.8936170212765957, + "FN": 1, + "FP": 4, + "IoU": 0.8076923076923077, + "TN": 876134, + "TP": 21, + "n_pred": 25, + "n_ref": 22 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 413, + "FP": 0, + "IoU": 0.0, + "TN": 875747, + "TP": 0, + "n_pred": 0, + "n_ref": 413 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.4983019450447669, + "FN": 2870, + "FP": 380, + "IoU": 0.33182565789473684, + "TN": 871296, + "TP": 1614, + "n_pred": 1994, + "n_ref": 4484 + }, + "5": { + "Dice": 0.43705844572896596, + "FN": 5512, + "FP": 1500, + "IoU": 0.27963838093281285, + "TN": 866426, + "TP": 2722, + "n_pred": 4222, + "n_ref": 8234 + }, + "6": { + "Dice": 0.9779106174167652, + "FN": 1791, + "FP": 2562, + "IoU": 0.9567760257377765, + "TN": 775452, + "TP": 96355, + "n_pred": 98917, + "n_ref": 98146 + }, + "7": { + "Dice": 0.977144867634986, + "FN": 2676, + "FP": 3755, + "IoU": 0.9553111058607702, + "TN": 732254, + "TP": 137475, + "n_pred": 141230, + "n_ref": 140151 + }, + "8": { + "Dice": 0.911476930979346, + "FN": 4184, + "FP": 6501, + "IoU": 0.8373519651718574, + "TN": 810466, + "TP": 55009, + "n_pred": 61510, + "n_ref": 59193 + }, + "9": { + "Dice": 0.8640570326040747, + "FN": 2098, + "FP": 2059, + "IoU": 0.7606517733763243, + "TN": 858792, + "TP": 13211, + "n_pred": 15270, + "n_ref": 15309 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0015.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0015.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8398687622373922, + "FN": 8886, + "FP": 3218, + "IoU": 0.7239428910276878, + "TN": 657082, + "TP": 31742, + "n_pred": 34960, + "n_ref": 40628 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5204161248374513, + "FN": 346, + "FP": 3342, + "IoU": 0.35173141149586923, + "TN": 695239, + "TP": 2001, + "n_pred": 5343, + "n_ref": 2347 + }, + "14": { + "Dice": 0.9336565491515585, + "FN": 3814, + "FP": 8529, + "IoU": 0.8755683250163818, + "TN": 601733, + "TP": 86852, + "n_pred": 95381, + "n_ref": 90666 + }, + "15": { + "Dice": 0.9323714191685186, + "FN": 14041, + "FP": 4248, + "IoU": 0.8733106586959082, + "TN": 556567, + "TP": 126072, + "n_pred": 130320, + "n_ref": 140113 + }, + "2": { + "Dice": 0.5714285714285714, + "FN": 12, + "FP": 0, + "IoU": 0.4, + "TN": 700908, + "TP": 8, + "n_pred": 8, + "n_ref": 20 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.75, + "FN": 591, + "FP": 571, + "IoU": 0.6, + "TN": 698023, + "TP": 1743, + "n_pred": 2314, + "n_ref": 2334 + }, + "7": { + "Dice": 0.9222390857959111, + "FN": 676, + "FP": 1066, + "IoU": 0.8556991385023194, + "TN": 688856, + "TP": 10330, + "n_pred": 11396, + "n_ref": 11006 + }, + "8": { + "Dice": 0.8911094783247612, + "FN": 739, + "FP": 743, + "IoU": 0.8036045587065995, + "TN": 693382, + "TP": 6064, + "n_pred": 6807, + "n_ref": 6803 + }, + "9": { + "Dice": 0.8263138278046962, + "FN": 2751, + "FP": 2841, + "IoU": 0.7040330263575738, + "TN": 682034, + "TP": 13302, + "n_pred": 16143, + "n_ref": 16053 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0035.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0035.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7465437788018433, + "FN": 47, + "FP": 338, + "IoU": 0.5955882352941176, + "TN": 524744, + "TP": 567, + "n_pred": 905, + "n_ref": 614 + }, + "10": { + "Dice": 0.7842167721518988, + "FN": 1926, + "FP": 2438, + "IoU": 0.6450300959817797, + "TN": 513402, + "TP": 7930, + "n_pred": 10368, + "n_ref": 9856 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8348470152543868, + "FN": 1345, + "FP": 528, + "IoU": 0.7165127894657182, + "TN": 519089, + "TP": 4734, + "n_pred": 5262, + "n_ref": 6079 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 18, + "IoU": 0.0, + "TN": 525678, + "TP": 0, + "n_pred": 18, + "n_ref": 0 + }, + "14": { + "Dice": 0.949729031635104, + "FN": 1935, + "FP": 2230, + "IoU": 0.9042704789923692, + "TN": 482188, + "TP": 39343, + "n_pred": 41573, + "n_ref": 41278 + }, + "15": { + "Dice": 0.8942896740112881, + "FN": 2568, + "FP": 13221, + "IoU": 0.8087920072661217, + "TN": 443121, + "TP": 66786, + "n_pred": 80007, + "n_ref": 69354 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9469055976353223, + "FN": 1072, + "FP": 365, + "IoU": 0.8991649708792365, + "TN": 511445, + "TP": 12814, + "n_pred": 13179, + "n_ref": 13886 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.960067695531289, + "FN": 1994, + "FP": 979, + "IoU": 0.9232021078735276, + "TN": 486984, + "TP": 35739, + "n_pred": 36718, + "n_ref": 37733 + }, + "8": { + "Dice": 0.895625812039844, + "FN": 99, + "FP": 1106, + "IoU": 0.8109803921568628, + "TN": 519321, + "TP": 5170, + "n_pred": 6276, + "n_ref": 5269 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0042.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0042.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9512514652140936, + "FN": 1410, + "FP": 2125, + "IoU": 0.9070348454963839, + "TN": 1188599, + "TP": 34490, + "n_pred": 36615, + "n_ref": 35900 + }, + "10": { + "Dice": 0.70541506686085, + "FN": 19298, + "FP": 5177, + "IoU": 0.5448967068930252, + "TN": 1172845, + "TP": 29304, + "n_pred": 34481, + "n_ref": 48602 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.4689217758985201, + "FN": 968, + "FP": 1544, + "IoU": 0.3062689864678266, + "TN": 1223003, + "TP": 1109, + "n_pred": 2653, + "n_ref": 2077 + }, + "13": { + "Dice": 0.3511057542557658, + "FN": 913, + "FP": 47002, + "IoU": 0.21293406485101352, + "TN": 1165746, + "TP": 12963, + "n_pred": 59965, + "n_ref": 13876 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9547548826399554, + "FN": 1041, + "FP": 2288, + "IoU": 0.9134267807453255, + "TN": 1188171, + "TP": 35124, + "n_pred": 37412, + "n_ref": 36165 + }, + "4": { + "Dice": 0.9229681570935954, + "FN": 2080, + "FP": 3259, + "IoU": 0.8569553102561355, + "TN": 1189300, + "TP": 31985, + "n_pred": 35244, + "n_ref": 34065 + }, + "5": { + "Dice": 0.7141282587668983, + "FN": 4456, + "FP": 8253, + "IoU": 0.5553650771437568, + "TN": 1198041, + "TP": 15874, + "n_pred": 24127, + "n_ref": 20330 + }, + "6": { + "Dice": 0.971849234393404, + "FN": 2503, + "FP": 3233, + "IoU": 0.9452400045824264, + "TN": 1121876, + "TP": 99012, + "n_pred": 102245, + "n_ref": 101515 + }, + "7": { + "Dice": 0.37506748731238526, + "FN": 19434, + "FP": 3716, + "IoU": 0.23082034754294448, + "TN": 1196527, + "TP": 6947, + "n_pred": 10663, + "n_ref": 26381 + }, + "8": { + "Dice": 0.9327488030588953, + "FN": 5243, + "FP": 2918, + "IoU": 0.8739730681326827, + "TN": 1161868, + "TP": 56595, + "n_pred": 59513, + "n_ref": 61838 + }, + "9": { + "Dice": 0.838826462652413, + "FN": 2546, + "FP": 2173, + "IoU": 0.7223954350255898, + "TN": 1209625, + "TP": 12280, + "n_pred": 14453, + "n_ref": 14826 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0044.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0044.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8984152783421373, + "FN": 742, + "FP": 1258, + "IoU": 0.8155662117299889, + "TN": 690084, + "TP": 8844, + "n_pred": 10102, + "n_ref": 9586 + }, + "11": { + "Dice": 0.8241944601469757, + "FN": 283, + "FP": 650, + "IoU": 0.7009615384615384, + "TN": 697808, + "TP": 2187, + "n_pred": 2837, + "n_ref": 2470 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 79, + "IoU": 0.0, + "TN": 700849, + "TP": 0, + "n_pred": 79, + "n_ref": 0 + }, + "13": { + "Dice": 0.8798478072224818, + "FN": 817, + "FP": 2783, + "IoU": 0.7854716643823372, + "TN": 684147, + "TP": 13181, + "n_pred": 15964, + "n_ref": 13998 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9215976331360947, + "FN": 397, + "FP": 133, + "IoU": 0.8545953360768176, + "TN": 697283, + "TP": 3115, + "n_pred": 3248, + "n_ref": 3512 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 143, + "IoU": 0.0, + "TN": 700785, + "TP": 0, + "n_pred": 143, + "n_ref": 0 + }, + "5": { + "Dice": 0.8435982622029133, + "FN": 2138, + "FP": 1534, + "IoU": 0.7295027624309393, + "TN": 687353, + "TP": 9903, + "n_pred": 11437, + "n_ref": 12041 + }, + "6": { + "Dice": 0.8655491229586105, + "FN": 2156, + "FP": 7180, + "IoU": 0.7629674765785666, + "TN": 661541, + "TP": 30051, + "n_pred": 37231, + "n_ref": 32207 + }, + "7": { + "Dice": 0.8156592435489572, + "FN": 1458, + "FP": 628, + "IoU": 0.6887031786300553, + "TN": 694227, + "TP": 4615, + "n_pred": 5243, + "n_ref": 6073 + }, + "8": { + "Dice": 0.9456857517667471, + "FN": 2538, + "FP": 2596, + "IoU": 0.8969676292921792, + "TN": 651099, + "TP": 44695, + "n_pred": 47291, + "n_ref": 47233 + }, + "9": { + "Dice": 0.8159314320037888, + "FN": 8465, + "FP": 7470, + "IoU": 0.689091370261253, + "TN": 649675, + "TP": 35318, + "n_pred": 42788, + "n_ref": 43783 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0059.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0059.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8552568936011427, + "FN": 1913, + "FP": 9336, + "IoU": 0.7471168761099746, + "TN": 831677, + "TP": 33234, + "n_pred": 42570, + "n_ref": 35147 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6666666666666666, + "FN": 169, + "FP": 135, + "IoU": 0.5, + "TN": 875552, + "TP": 304, + "n_pred": 439, + "n_ref": 473 + }, + "13": { + "Dice": 0.7118800461361015, + "FN": 2289, + "FP": 209, + "IoU": 0.5526504297994269, + "TN": 870576, + "TP": 3086, + "n_pred": 3295, + "n_ref": 5375 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9457460033968937, + "FN": 5995, + "FP": 6399, + "IoU": 0.8970760428171634, + "TN": 755741, + "TP": 108025, + "n_pred": 114424, + "n_ref": 114020 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9105533412330784, + "FN": 1775, + "FP": 716, + "IoU": 0.8357943309162822, + "TN": 860990, + "TP": 12679, + "n_pred": 13395, + "n_ref": 14454 + }, + "7": { + "Dice": 0.8892608306410805, + "FN": 873, + "FP": 1972, + "IoU": 0.8006027474067844, + "TN": 861892, + "TP": 11423, + "n_pred": 13395, + "n_ref": 12296 + }, + "8": { + "Dice": 0.8428260192966075, + "FN": 308, + "FP": 197, + "IoU": 0.7283485745024206, + "TN": 874301, + "TP": 1354, + "n_pred": 1551, + "n_ref": 1662 + }, + "9": { + "Dice": 0.8706534653465346, + "FN": 945, + "FP": 688, + "IoU": 0.770935615093281, + "TN": 869031, + "TP": 5496, + "n_pred": 6184, + "n_ref": 6441 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0072.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0072.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1004, + "IoU": 0.0, + "TN": 699924, + "TP": 0, + "n_pred": 1004, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 66, + "FP": 62305, + "IoU": 0.0, + "TN": 638557, + "TP": 0, + "n_pred": 62305, + "n_ref": 66 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 15047, + "IoU": 0.0, + "TN": 685881, + "TP": 0, + "n_pred": 15047, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9448524998090083, + "FN": 2667, + "FP": 2386, + "IoU": 0.8954695904013239, + "TN": 652588, + "TP": 43287, + "n_pred": 45673, + "n_ref": 45954 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9714552068661526, + "FN": 1517, + "FP": 1300, + "IoU": 0.9444947982345523, + "TN": 650176, + "TP": 47935, + "n_pred": 49235, + "n_ref": 49452 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 7910, + "IoU": 0.0, + "TN": 693018, + "TP": 0, + "n_pred": 7910, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0075.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0075.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9065887196751703, + "FN": 4416, + "FP": 3797, + "IoU": 0.8291378879920113, + "TN": 1003324, + "TP": 39855, + "n_pred": 43652, + "n_ref": 44271 + }, + "11": { + "Dice": 0.0, + "FN": 8, + "FP": 0, + "IoU": 0.0, + "TN": 1051384, + "TP": 0, + "n_pred": 0, + "n_ref": 8 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.4074226804123711, + "FN": 3349, + "FP": 962, + "IoU": 0.25582599689280167, + "TN": 1045599, + "TP": 1482, + "n_pred": 2444, + "n_ref": 4831 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9700436632951971, + "FN": 3655, + "FP": 1765, + "IoU": 0.9418298899919506, + "TN": 958217, + "TP": 87755, + "n_pred": 89520, + "n_ref": 91410 + }, + "3": { + "Dice": 0.9655482278330656, + "FN": 3327, + "FP": 3344, + "IoU": 0.9333912453071331, + "TN": 951240, + "TP": 93481, + "n_pred": 96825, + "n_ref": 96808 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.782608695652174, + "FN": 0, + "FP": 115, + "IoU": 0.6428571428571429, + "TN": 1051070, + "TP": 207, + "n_pred": 322, + "n_ref": 207 + }, + "6": { + "Dice": 0.9888535543349073, + "FN": 1625, + "FP": 4274, + "IoU": 0.9779528559628947, + "TN": 783829, + "TP": 261664, + "n_pred": 265938, + "n_ref": 263289 + }, + "7": { + "Dice": 0.9354105809802012, + "FN": 161, + "FP": 38, + "IoU": 0.8786585365853659, + "TN": 1049752, + "TP": 1441, + "n_pred": 1479, + "n_ref": 1602 + }, + "8": { + "Dice": 0.9539488320355951, + "FN": 151, + "FP": 56, + "IoU": 0.9119523606975755, + "TN": 1049041, + "TP": 2144, + "n_pred": 2200, + "n_ref": 2295 + }, + "9": { + "Dice": 0.9327940704842675, + "FN": 3086, + "FP": 686, + "IoU": 0.8740525560118869, + "TN": 1021443, + "TP": 26177, + "n_pred": 26863, + "n_ref": 29263 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0104.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0104.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7710006511829824, + "FN": 116, + "FP": 4104, + "IoU": 0.6273401624867538, + "TN": 2967620, + "TP": 7104, + "n_pred": 11208, + "n_ref": 7220 + }, + "10": { + "Dice": 0.7747880575009215, + "FN": 2408, + "FP": 11034, + "IoU": 0.6323706377858003, + "TN": 2942380, + "TP": 23122, + "n_pred": 34156, + "n_ref": 25530 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8287161797995042, + "FN": 847, + "FP": 742, + "IoU": 0.7075280692066998, + "TN": 2973511, + "TP": 3844, + "n_pred": 4586, + "n_ref": 4691 + }, + "13": { + "Dice": 0.8611785952314407, + "FN": 4771, + "FP": 1686, + "IoU": 0.7562016235605059, + "TN": 2952459, + "TP": 20028, + "n_pred": 21714, + "n_ref": 24799 + }, + "14": { + "Dice": 0.007682402496780811, + "FN": 2273, + "FP": 134128, + "IoU": 0.0038560129702254454, + "TN": 2842015, + "TP": 528, + "n_pred": 134656, + "n_ref": 2801 + }, + "15": { + "Dice": 0.9316409791477788, + "FN": 1126, + "FP": 6414, + "IoU": 0.8720298710115411, + "TN": 2920024, + "TP": 51380, + "n_pred": 57794, + "n_ref": 52506 + }, + "2": { + "Dice": 0.98431676603481, + "FN": 1302, + "FP": 1631, + "IoU": 0.9691178638364184, + "TN": 2883970, + "TP": 92041, + "n_pred": 93672, + "n_ref": 93343 + }, + "3": { + "Dice": 0.9854101258475583, + "FN": 332, + "FP": 221, + "IoU": 0.9712398585396297, + "TN": 2959716, + "TP": 18675, + "n_pred": 18896, + "n_ref": 19007 + }, + "4": { + "Dice": 0.871458855270765, + "FN": 352, + "FP": 315, + "IoU": 0.7721994535519126, + "TN": 2976016, + "TP": 2261, + "n_pred": 2576, + "n_ref": 2613 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.42970507373156713, + "FN": 182, + "FP": 18072, + "IoU": 0.2736460944650034, + "TN": 2953813, + "TP": 6877, + "n_pred": 24949, + "n_ref": 7059 + }, + "7": { + "Dice": 0.7216772605910875, + "FN": 13941, + "FP": 43288, + "IoU": 0.5645501236446643, + "TN": 2847519, + "TP": 74196, + "n_pred": 117484, + "n_ref": 88137 + }, + "8": { + "Dice": 0.8571428571428571, + "FN": 23, + "FP": 0, + "IoU": 0.75, + "TN": 2978852, + "TP": 69, + "n_pred": 69, + "n_ref": 92 + }, + "9": { + "Dice": 0.8845822269733439, + "FN": 289, + "FP": 3058, + "IoU": 0.7930501453039016, + "TN": 2962771, + "TP": 12826, + "n_pred": 15884, + "n_ref": 13115 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0111.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0111.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9937473158095856, + "FN": 1297, + "FP": 552, + "IoU": 0.9875723378657221, + "TN": 727379, + "TP": 146932, + "n_pred": 147484, + "n_ref": 148229 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.8695129284425737, + "FN": 535, + "FP": 550, + "IoU": 0.7691489361702127, + "TN": 871460, + "TP": 3615, + "n_pred": 4165, + "n_ref": 4150 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 876156, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "14": { + "Dice": 0.9775062214151197, + "FN": 10147, + "FP": 555, + "IoU": 0.9560021213703395, + "TN": 632921, + "TP": 232537, + "n_pred": 233092, + "n_ref": 242684 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9755045447542752, + "FN": 273, + "FP": 522, + "IoU": 0.9521804511278196, + "TN": 859535, + "TP": 15830, + "n_pred": 16352, + "n_ref": 16103 + }, + "3": { + "Dice": 0.874390243902439, + "FN": 153, + "FP": 259, + "IoU": 0.7768147345612134, + "TN": 874314, + "TP": 1434, + "n_pred": 1693, + "n_ref": 1587 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9819937006585675, + "FN": 1188, + "FP": 1013, + "IoU": 0.9646243852261404, + "TN": 813942, + "TP": 60017, + "n_pred": 61030, + "n_ref": 61205 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9588448571973793, + "FN": 909, + "FP": 385, + "IoU": 0.9209433040078201, + "TN": 859792, + "TP": 15074, + "n_pred": 15459, + "n_ref": 15983 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0119.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0119.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9667648769868824, + "FN": 13825, + "FP": 343, + "IoU": 0.9356678411856587, + "TN": 480696, + "TP": 206064, + "n_pred": 206407, + "n_ref": 219889 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.852072646610287, + "FN": 484, + "FP": 583, + "IoU": 0.7422705314009662, + "TN": 696788, + "TP": 3073, + "n_pred": 3656, + "n_ref": 3557 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9482358686363082, + "FN": 1112, + "FP": 584, + "IoU": 0.9015670342426001, + "TN": 683698, + "TP": 15534, + "n_pred": 16118, + "n_ref": 16646 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9665124531743853, + "FN": 1762, + "FP": 12997, + "IoU": 0.9351950646556456, + "TN": 473183, + "TP": 212986, + "n_pred": 225983, + "n_ref": 214748 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9515926761976423, + "FN": 322, + "FP": 64, + "IoU": 0.9076555023923445, + "TN": 696748, + "TP": 3794, + "n_pred": 3858, + "n_ref": 4116 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0147.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0147.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.928237257694095, + "FN": 46221, + "FP": 1806, + "IoU": 0.8660846482655163, + "TN": 1393683, + "TP": 310610, + "n_pred": 312416, + "n_ref": 356831 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 85, + "IoU": 0.0, + "TN": 1752235, + "TP": 0, + "n_pred": 85, + "n_ref": 0 + }, + "11": { + "Dice": 0.7822640945117392, + "FN": 2518, + "FP": 394, + "IoU": 0.6423922387326538, + "TN": 1744177, + "TP": 5231, + "n_pred": 5625, + "n_ref": 7749 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9260385005065856, + "FN": 864, + "FP": 450, + "IoU": 0.8622641509433963, + "TN": 1742780, + "TP": 8226, + "n_pred": 8676, + "n_ref": 9090 + }, + "14": { + "Dice": 0.9916009946585932, + "FN": 1117, + "FP": 1119, + "IoU": 0.9833419007815003, + "TN": 1618091, + "TP": 131993, + "n_pred": 133112, + "n_ref": 133110 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9835522982876828, + "FN": 439, + "FP": 48, + "IoU": 0.9676368952684742, + "TN": 1737272, + "TP": 14561, + "n_pred": 14609, + "n_ref": 15000 + }, + "3": { + "Dice": 0.9523908523908524, + "FN": 161, + "FP": 297, + "IoU": 0.9091089501885294, + "TN": 1747281, + "TP": 4581, + "n_pred": 4878, + "n_ref": 4742 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.885803094803703, + "FN": 2055, + "FP": 1325, + "IoU": 0.7950148583904421, + "TN": 1735831, + "TP": 13109, + "n_pred": 14434, + "n_ref": 15164 + }, + "6": { + "Dice": 0.7879074498746308, + "FN": 4043, + "FP": 43495, + "IoU": 0.6500390170644444, + "TN": 1616482, + "TP": 88300, + "n_pred": 131795, + "n_ref": 92343 + }, + "7": { + "Dice": 0.8709677419354839, + "FN": 663, + "FP": 849, + "IoU": 0.7714285714285715, + "TN": 1745705, + "TP": 5103, + "n_pred": 5952, + "n_ref": 5766 + }, + "8": { + "Dice": 0.9413360564539482, + "FN": 1825, + "FP": 2024, + "IoU": 0.8891736251079758, + "TN": 1717590, + "TP": 30881, + "n_pred": 32905, + "n_ref": 32706 + }, + "9": { + "Dice": 0.9305050146445372, + "FN": 2934, + "FP": 1764, + "IoU": 0.8700414937759336, + "TN": 1716170, + "TP": 31452, + "n_pred": 33216, + "n_ref": 34386 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0159.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0159.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7403439224299566, + "FN": 2949, + "FP": 1898, + "IoU": 0.5877349664029939, + "TN": 689171, + "TP": 6910, + "n_pred": 8808, + "n_ref": 9859 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5270133876711546, + "FN": 945, + "FP": 23892, + "IoU": 0.3577855923876506, + "TN": 662254, + "TP": 13837, + "n_pred": 37729, + "n_ref": 14782 + }, + "14": { + "Dice": 0.8430572182717687, + "FN": 3301, + "FP": 7580, + "IoU": 0.7286939610033412, + "TN": 660822, + "TP": 29225, + "n_pred": 36805, + "n_ref": 32526 + }, + "15": { + "Dice": 0.7926285804162807, + "FN": 19513, + "FP": 4219, + "IoU": 0.6564910909433034, + "TN": 631841, + "TP": 45355, + "n_pred": 49574, + "n_ref": 64868 + }, + "2": { + "Dice": 0.7307585440400111, + "FN": 426, + "FP": 543, + "IoU": 0.5757443082311734, + "TN": 698644, + "TP": 1315, + "n_pred": 1858, + "n_ref": 1741 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.48256583786964835, + "FN": 3945, + "FP": 10123, + "IoU": 0.318014349427962, + "TN": 680300, + "TP": 6560, + "n_pred": 16683, + "n_ref": 10505 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9584094200617089, + "FN": 898, + "FP": 4386, + "IoU": 0.9201402533023003, + "TN": 634762, + "TP": 60882, + "n_pred": 65268, + "n_ref": 61780 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 4879, + "IoU": 0.0, + "TN": 696049, + "TP": 0, + "n_pred": 4879, + "n_ref": 0 + }, + "8": { + "Dice": 0.8430479183032208, + "FN": 67, + "FP": 932, + "IoU": 0.7286800651819664, + "TN": 697246, + "TP": 2683, + "n_pred": 3615, + "n_ref": 2750 + }, + "9": { + "Dice": 0.8929192006950478, + "FN": 331, + "FP": 2627, + "IoU": 0.8065528742397489, + "TN": 685637, + "TP": 12333, + "n_pred": 14960, + "n_ref": 12664 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0160.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0160.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9547280523583841, + "FN": 353, + "FP": 650, + "IoU": 0.9133776664651524, + "TN": 514117, + "TP": 10576, + "n_pred": 11226, + "n_ref": 10929 + }, + "10": { + "Dice": 0.5100087032201914, + "FN": 215, + "FP": 348, + "IoU": 0.3422897196261682, + "TN": 524840, + "TP": 293, + "n_pred": 641, + "n_ref": 508 + }, + "11": { + "Dice": 0.593939393939394, + "FN": 53, + "FP": 14, + "IoU": 0.4224137931034483, + "TN": 525580, + "TP": 49, + "n_pred": 63, + "n_ref": 102 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.966052949051427, + "FN": 3882, + "FP": 2787, + "IoU": 0.9343350301789073, + "TN": 424135, + "TP": 94892, + "n_pred": 97679, + "n_ref": 98774 + }, + "3": { + "Dice": 0.9237485680415368, + "FN": 4509, + "FP": 8870, + "IoU": 0.8583018248445757, + "TN": 431277, + "TP": 81040, + "n_pred": 89910, + "n_ref": 85549 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9705449791649644, + "FN": 955, + "FP": 487, + "IoU": 0.9427755069645621, + "TN": 500497, + "TP": 23757, + "n_pred": 24244, + "n_ref": 24712 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0166.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0166.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8859659231212446, + "FN": 2080, + "FP": 4847, + "IoU": 0.7952772195294953, + "TN": 667092, + "TP": 26909, + "n_pred": 31756, + "n_ref": 28989 + }, + "11": { + "Dice": 0.7058823529411765, + "FN": 0, + "FP": 5, + "IoU": 0.5454545454545454, + "TN": 700917, + "TP": 6, + "n_pred": 11, + "n_ref": 6 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8228894235798724, + "FN": 2368, + "FP": 6097, + "IoU": 0.6990757198720228, + "TN": 672798, + "TP": 19665, + "n_pred": 25762, + "n_ref": 22033 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9673597338621969, + "FN": 1269, + "FP": 1282, + "IoU": 0.9367828909870394, + "TN": 660575, + "TP": 37802, + "n_pred": 39084, + "n_ref": 39071 + }, + "5": { + "Dice": 0.8708326622644548, + "FN": 874, + "FP": 730, + "IoU": 0.7712166595350164, + "TN": 693917, + "TP": 5407, + "n_pred": 6137, + "n_ref": 6281 + }, + "6": { + "Dice": 0.94392991928597, + "FN": 5333, + "FP": 4844, + "IoU": 0.8938137122943208, + "TN": 605087, + "TP": 85664, + "n_pred": 90508, + "n_ref": 90997 + }, + "7": { + "Dice": 0.8983789300153079, + "FN": 4894, + "FP": 284, + "IoU": 0.8155063065631013, + "TN": 672862, + "TP": 22888, + "n_pred": 23172, + "n_ref": 27782 + }, + "8": { + "Dice": 0.9509049145568822, + "FN": 980, + "FP": 965, + "IoU": 0.9064048890813724, + "TN": 680147, + "TP": 18836, + "n_pred": 19801, + "n_ref": 19816 + }, + "9": { + "Dice": 0.8402597920070128, + "FN": 4716, + "FP": 3302, + "IoU": 0.7245241530955817, + "TN": 671822, + "TP": 21088, + "n_pred": 24390, + "n_ref": 25804 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0180.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0180.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.977808084555911, + "FN": 1394, + "FP": 819, + "IoU": 0.9565797476798713, + "TN": 825193, + "TP": 48754, + "n_pred": 49573, + "n_ref": 50148 + }, + "10": { + "Dice": 0.9257733122601038, + "FN": 2013, + "FP": 3247, + "IoU": 0.8618044243602543, + "TN": 838098, + "TP": 32802, + "n_pred": 36049, + "n_ref": 34815 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7186085972850679, + "FN": 1235, + "FP": 755, + "IoU": 0.5608033546678437, + "TN": 871629, + "TP": 2541, + "n_pred": 3296, + "n_ref": 3776 + }, + "13": { + "Dice": 0.6925933741295632, + "FN": 12570, + "FP": 1998, + "IoU": 0.5297459569385713, + "TN": 845181, + "TP": 16411, + "n_pred": 18409, + "n_ref": 28981 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.919748965148885, + "FN": 273, + "FP": 328, + "IoU": 0.8514215080346106, + "TN": 872115, + "TP": 3444, + "n_pred": 3772, + "n_ref": 3717 + }, + "3": { + "Dice": 0.9807523901523016, + "FN": 1540, + "FP": 2724, + "IoU": 0.9622317292447231, + "TN": 763261, + "TP": 108635, + "n_pred": 111359, + "n_ref": 110175 + }, + "4": { + "Dice": 0.6718981007619698, + "FN": 16392, + "FP": 918, + "IoU": 0.5059085459839013, + "TN": 841126, + "TP": 17724, + "n_pred": 18642, + "n_ref": 34116 + }, + "5": { + "Dice": 0.8994657600777076, + "FN": 553, + "FP": 275, + "IoU": 0.8172992056487202, + "TN": 871628, + "TP": 3704, + "n_pred": 3979, + "n_ref": 4257 + }, + "6": { + "Dice": 0.9589932277502267, + "FN": 3838, + "FP": 3083, + "IoU": 0.9212170884130725, + "TN": 788311, + "TP": 80928, + "n_pred": 84011, + "n_ref": 84766 + }, + "7": { + "Dice": 0.05306799336650083, + "FN": 207, + "FP": 12355, + "IoU": 0.027257240204429302, + "TN": 863246, + "TP": 352, + "n_pred": 12707, + "n_ref": 559 + }, + "8": { + "Dice": 0.9669873826122025, + "FN": 386, + "FP": 187, + "IoU": 0.936084774121584, + "TN": 867195, + "TP": 8392, + "n_pred": 8579, + "n_ref": 8778 + }, + "9": { + "Dice": 0.893015671709394, + "FN": 1458, + "FP": 2085, + "IoU": 0.8067103109656301, + "TN": 857830, + "TP": 14787, + "n_pred": 16872, + "n_ref": 16245 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0185.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0185.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6641318124207858, + "FN": 1289, + "FP": 36, + "IoU": 0.4971537001897533, + "TN": 873525, + "TP": 1310, + "n_pred": 1346, + "n_ref": 2599 + }, + "10": { + "Dice": 0.7558586278586279, + "FN": 4352, + "FP": 25006, + "IoU": 0.6075343564515266, + "TN": 801356, + "TP": 45446, + "n_pred": 70452, + "n_ref": 49798 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6920074664856609, + "FN": 1384, + "FP": 431, + "IoU": 0.5290607161390762, + "TN": 872306, + "TP": 2039, + "n_pred": 2470, + "n_ref": 3423 + }, + "13": { + "Dice": 0.7765686828716789, + "FN": 3955, + "FP": 5531, + "IoU": 0.6347464479611875, + "TN": 850189, + "TP": 16485, + "n_pred": 22016, + "n_ref": 20440 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8929292929292929, + "FN": 76, + "FP": 30, + "IoU": 0.8065693430656934, + "TN": 875612, + "TP": 442, + "n_pred": 472, + "n_ref": 518 + }, + "3": { + "Dice": 0.9123742873222894, + "FN": 994, + "FP": 2587, + "IoU": 0.8388678905687545, + "TN": 853936, + "TP": 18643, + "n_pred": 21230, + "n_ref": 19637 + }, + "4": { + "Dice": 0.9156786116446977, + "FN": 6851, + "FP": 2060, + "IoU": 0.8444715943799633, + "TN": 818865, + "TP": 48384, + "n_pred": 50444, + "n_ref": 55235 + }, + "5": { + "Dice": 0.7214983713355049, + "FN": 197, + "FP": 487, + "IoU": 0.5643312101910828, + "TN": 874590, + "TP": 886, + "n_pred": 1373, + "n_ref": 1083 + }, + "6": { + "Dice": 0.9658448730553999, + "FN": 3324, + "FP": 4110, + "IoU": 0.9339458345180551, + "TN": 763616, + "TP": 105110, + "n_pred": 109220, + "n_ref": 108434 + }, + "7": { + "Dice": 0.9131141723734316, + "FN": 9405, + "FP": 7000, + "IoU": 0.8401196787774833, + "TN": 773552, + "TP": 86203, + "n_pred": 93203, + "n_ref": 95608 + }, + "8": { + "Dice": 0.9160146061554513, + "FN": 1004, + "FP": 123, + "IoU": 0.8450433108758422, + "TN": 868887, + "TP": 6146, + "n_pred": 6269, + "n_ref": 7150 + }, + "9": { + "Dice": 0.8250576157552901, + "FN": 1344, + "FP": 326, + "IoU": 0.7022111269614836, + "TN": 870552, + "TP": 3938, + "n_pred": 4264, + "n_ref": 5282 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0186.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0186.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5190476190476191, + "FN": 166, + "FP": 36, + "IoU": 0.3504823151125402, + "TN": 1927241, + "TP": 109, + "n_pred": 145, + "n_ref": 275 + }, + "10": { + "Dice": 0.7257683215130024, + "FN": 2872, + "FP": 5944, + "IoU": 0.5695732838589982, + "TN": 1907070, + "TP": 11666, + "n_pred": 17610, + "n_ref": 14538 + }, + "11": { + "Dice": 0.7921259842519685, + "FN": 333, + "FP": 1515, + "IoU": 0.6558018252933507, + "TN": 1922183, + "TP": 3521, + "n_pred": 5036, + "n_ref": 3854 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.809050516586071, + "FN": 1621, + "FP": 9080, + "IoU": 0.6793323544394834, + "TN": 1894181, + "TP": 22670, + "n_pred": 31750, + "n_ref": 24291 + }, + "14": { + "Dice": 0.9395133094028251, + "FN": 7994, + "FP": 2386, + "IoU": 0.8859265446073368, + "TN": 1836558, + "TP": 80614, + "n_pred": 83000, + "n_ref": 88608 + }, + "15": { + "Dice": 0.7960738353354819, + "FN": 781, + "FP": 611, + "IoU": 0.6612314431735216, + "TN": 1923443, + "TP": 2717, + "n_pred": 3328, + "n_ref": 3498 + }, + "2": { + "Dice": 0.9648617511520737, + "FN": 1249, + "FP": 1191, + "IoU": 0.9321090706733445, + "TN": 1891612, + "TP": 33500, + "n_pred": 34691, + "n_ref": 34749 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.4524253204585239, + "FN": 6113, + "FP": 3584, + "IoU": 0.29234474202729327, + "TN": 1913849, + "TP": 4006, + "n_pred": 7590, + "n_ref": 10119 + }, + "6": { + "Dice": 0.961054804047654, + "FN": 7879, + "FP": 16256, + "IoU": 0.9250293545721687, + "TN": 1605626, + "TP": 297791, + "n_pred": 314047, + "n_ref": 305670 + }, + "7": { + "Dice": 0.0, + "FN": 480, + "FP": 20941, + "IoU": 0.0, + "TN": 1906131, + "TP": 0, + "n_pred": 20941, + "n_ref": 480 + }, + "8": { + "Dice": 0.9520283893089924, + "FN": 4514, + "FP": 5503, + "IoU": 0.9084486445975835, + "TN": 1818138, + "TP": 99397, + "n_pred": 104900, + "n_ref": 103911 + }, + "9": { + "Dice": 0.9196629331540126, + "FN": 2745, + "FP": 1078, + "IoU": 0.851274071192375, + "TN": 1901847, + "TP": 21882, + "n_pred": 22960, + "n_ref": 24627 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0190.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0190.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.657582639414585, + "FN": 606, + "FP": 6179, + "IoU": 0.48984962406015037, + "TN": 1213324, + "TP": 6515, + "n_pred": 12694, + "n_ref": 7121 + }, + "11": { + "Dice": 0.8417752050168837, + "FN": 417, + "FP": 239, + "IoU": 0.726780508121616, + "TN": 1224223, + "TP": 1745, + "n_pred": 1984, + "n_ref": 2162 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5431323283082077, + "FN": 3397, + "FP": 967, + "IoU": 0.3728082782408738, + "TN": 1219666, + "TP": 2594, + "n_pred": 3561, + "n_ref": 5991 + }, + "14": { + "Dice": 0.9553390128526539, + "FN": 11222, + "FP": 589, + "IoU": 0.9144966880225865, + "TN": 1088489, + "TP": 126324, + "n_pred": 126913, + "n_ref": 137546 + }, + "15": { + "Dice": 0.7936599186958485, + "FN": 15115, + "FP": 10010, + "IoU": 0.6579072775546327, + "TN": 1153179, + "TP": 48320, + "n_pred": 58330, + "n_ref": 63435 + }, + "2": { + "Dice": 0.9778264799600058, + "FN": 1708, + "FP": 2683, + "IoU": 0.9566149589961467, + "TN": 1125414, + "TP": 96819, + "n_pred": 99502, + "n_ref": 98527 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 1721, + "FP": 2133, + "IoU": 0.0, + "TN": 1222770, + "TP": 0, + "n_pred": 2133, + "n_ref": 1721 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8810899672453568, + "FN": 90138, + "FP": 5630, + "IoU": 0.7874538090218055, + "TN": 776049, + "TP": 354807, + "n_pred": 360437, + "n_ref": 444945 + }, + "7": { + "Dice": 0.1468734457657006, + "FN": 11968, + "FP": 82375, + "IoU": 0.07925710493441598, + "TN": 1124160, + "TP": 8121, + "n_pred": 90496, + "n_ref": 20089 + }, + "8": { + "Dice": 0.9209486166007905, + "FN": 150, + "FP": 10, + "IoU": 0.8534798534798534, + "TN": 1225532, + "TP": 932, + "n_pred": 942, + "n_ref": 1082 + }, + "9": { + "Dice": 0.9216458153580673, + "FN": 1432, + "FP": 1474, + "IoU": 0.8546782017302595, + "TN": 1206627, + "TP": 17091, + "n_pred": 18565, + "n_ref": 18523 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0193.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0193.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8682140175627591, + "FN": 514, + "FP": 3523, + "IoU": 0.7671185462936256, + "TN": 508361, + "TP": 13298, + "n_pred": 16821, + "n_ref": 13812 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8046099290780142, + "FN": 997, + "FP": 105, + "IoU": 0.6730940373776327, + "TN": 522325, + "TP": 2269, + "n_pred": 2374, + "n_ref": 3266 + }, + "13": { + "Dice": 0.1891891891891892, + "FN": 60, + "FP": 0, + "IoU": 0.1044776119402985, + "TN": 525629, + "TP": 7, + "n_pred": 7, + "n_ref": 67 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.963433863095983, + "FN": 355, + "FP": 1106, + "IoU": 0.9294475564999034, + "TN": 504988, + "TP": 19247, + "n_pred": 20353, + "n_ref": 19602 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.9010138061032146, + "FN": 498, + "FP": 1445, + "IoU": 0.8198590765807529, + "TN": 514910, + "TP": 8843, + "n_pred": 10288, + "n_ref": 9341 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9805481392687844, + "FN": 920, + "FP": 865, + "IoU": 0.961838588989845, + "TN": 478921, + "TP": 44990, + "n_pred": 45855, + "n_ref": 45910 + }, + "9": { + "Dice": 0.8559892328398385, + "FN": 80, + "FP": 27, + "IoU": 0.7482352941176471, + "TN": 525271, + "TP": 318, + "n_pred": 345, + "n_ref": 398 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0199.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0199.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8825121854612471, + "FN": 18105, + "FP": 17786, + "IoU": 0.7897286878474887, + "TN": 1932095, + "TP": 134798, + "n_pred": 152584, + "n_ref": 152903 + }, + "10": { + "Dice": 0.9298869003769987, + "FN": 576, + "FP": 2660, + "IoU": 0.8689613282040899, + "TN": 2078089, + "TP": 21459, + "n_pred": 24119, + "n_ref": 22035 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8316977654918222, + "FN": 1397, + "FP": 5909, + "IoU": 0.7118857954097326, + "TN": 2077426, + "TP": 18052, + "n_pred": 23961, + "n_ref": 19449 + }, + "14": { + "Dice": 0.5064893499731863, + "FN": 460934, + "FP": 115, + "IoU": 0.33912670791071564, + "TN": 1405148, + "TP": 236587, + "n_pred": 236702, + "n_ref": 697521 + }, + "15": { + "Dice": 0.19230167422938507, + "FN": 50799, + "FP": 821, + "IoU": 0.10637929542110275, + "TN": 2045019, + "TP": 6145, + "n_pred": 6966, + "n_ref": 56944 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9764301822327532, + "FN": 3304, + "FP": 3291, + "IoU": 0.9539458523334334, + "TN": 1959583, + "TP": 136606, + "n_pred": 139897, + "n_ref": 139910 + }, + "4": { + "Dice": 0.6911003648086875, + "FN": 408, + "FP": 3233, + "IoU": 0.5280010370754472, + "TN": 2095070, + "TP": 4073, + "n_pred": 7306, + "n_ref": 4481 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.43820402982706647, + "FN": 26985, + "FP": 114655, + "IoU": 0.2805770012190167, + "TN": 1905904, + "TP": 55240, + "n_pred": 169895, + "n_ref": 82225 + }, + "7": { + "Dice": 0.3697700507588677, + "FN": 1282, + "FP": 123997, + "IoU": 0.2268207935518512, + "TN": 1940753, + "TP": 36752, + "n_pred": 160749, + "n_ref": 38034 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.19047619047619047, + "FN": 16, + "FP": 1, + "IoU": 0.10526315789473684, + "TN": 2102765, + "TP": 2, + "n_pred": 3, + "n_ref": 18 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0268.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0268.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9651162790697675, + "FN": 6, + "FP": 0, + "IoU": 0.9325842696629213, + "TN": 1051303, + "TP": 83, + "n_pred": 83, + "n_ref": 89 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.8505131637661758, + "FN": 715, + "FP": 625, + "IoU": 0.7399068322981367, + "TN": 1046240, + "TP": 3812, + "n_pred": 4437, + "n_ref": 4527 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 1051387, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "13": { + "Dice": 0.9160432252701579, + "FN": 58, + "FP": 245, + "IoU": 0.8450920245398773, + "TN": 1049436, + "TP": 1653, + "n_pred": 1898, + "n_ref": 1711 + }, + "14": { + "Dice": 0.9131268162987696, + "FN": 279, + "FP": 1126, + "IoU": 0.8401410854477187, + "TN": 1042603, + "TP": 7384, + "n_pred": 8510, + "n_ref": 7663 + }, + "15": { + "Dice": 0.7534404594808254, + "FN": 60041, + "FP": 1089, + "IoU": 0.6044159424322628, + "TN": 896861, + "TP": 93401, + "n_pred": 94490, + "n_ref": 153442 + }, + "2": { + "Dice": 0.9220994933975584, + "FN": 308, + "FP": 1568, + "IoU": 0.855458818090762, + "TN": 1038413, + "TP": 11103, + "n_pred": 12671, + "n_ref": 11411 + }, + "3": { + "Dice": 0.9613424856068516, + "FN": 5036, + "FP": 1739, + "IoU": 0.9255625384547772, + "TN": 960376, + "TP": 84241, + "n_pred": 85980, + "n_ref": 89277 + }, + "4": { + "Dice": 0.6596030980811816, + "FN": 29896, + "FP": 2231, + "IoU": 0.4920953615581623, + "TN": 988138, + "TP": 31127, + "n_pred": 33358, + "n_ref": 61023 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9745412896927582, + "FN": 2756, + "FP": 3868, + "IoU": 0.9503466886548481, + "TN": 917987, + "TP": 126781, + "n_pred": 130649, + "n_ref": 129537 + }, + "7": { + "Dice": 0.0017873766523924782, + "FN": 55, + "FP": 26752, + "IoU": 0.0008944877194290187, + "TN": 1024561, + "TP": 24, + "n_pred": 26776, + "n_ref": 79 + }, + "8": { + "Dice": 0.941125109143071, + "FN": 804, + "FP": 140, + "IoU": 0.8887972670514784, + "TN": 1042903, + "TP": 7545, + "n_pred": 7685, + "n_ref": 8349 + }, + "9": { + "Dice": 0.7458595088520845, + "FN": 564, + "FP": 3441, + "IoU": 0.5947176684881603, + "TN": 1041510, + "TP": 5877, + "n_pred": 9318, + "n_ref": 6441 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0273.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0273.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9604834960483496, + "FN": 111, + "FP": 1079, + "IoU": 0.9239713774597496, + "TN": 860508, + "TP": 14462, + "n_pred": 15541, + "n_ref": 14573 + }, + "10": { + "Dice": 0.7782867817114393, + "FN": 6656, + "FP": 3314, + "IoU": 0.6370453966289271, + "TN": 848691, + "TP": 17499, + "n_pred": 20813, + "n_ref": 24155 + }, + "11": { + "Dice": 0.8039003250270856, + "FN": 671, + "FP": 777, + "IoU": 0.6721014492753623, + "TN": 871744, + "TP": 2968, + "n_pred": 3745, + "n_ref": 3639 + }, + "12": { + "Dice": 0.8281841905884334, + "FN": 365, + "FP": 1676, + "IoU": 0.7067528735632184, + "TN": 869200, + "TP": 4919, + "n_pred": 6595, + "n_ref": 5284 + }, + "13": { + "Dice": 0.7738450457866035, + "FN": 12362, + "FP": 826, + "IoU": 0.6311152135604599, + "TN": 840409, + "TP": 22563, + "n_pred": 23389, + "n_ref": 34925 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8823188405797101, + "FN": 47, + "FP": 562, + "IoU": 0.7894190871369294, + "TN": 873268, + "TP": 2283, + "n_pred": 2845, + "n_ref": 2330 + }, + "3": { + "Dice": 0.9536845135290731, + "FN": 872, + "FP": 2346, + "IoU": 0.911469366419984, + "TN": 839811, + "TP": 33131, + "n_pred": 35477, + "n_ref": 34003 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 9557, + "IoU": 0.0, + "TN": 866603, + "TP": 0, + "n_pred": 9557, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9680364702475278, + "FN": 4232, + "FP": 5591, + "IoU": 0.9380529857287903, + "TN": 717589, + "TP": 148748, + "n_pred": 154339, + "n_ref": 152980 + }, + "7": { + "Dice": 0.9000378357926598, + "FN": 921, + "FP": 4363, + "IoU": 0.8182443588332416, + "TN": 847088, + "TP": 23788, + "n_pred": 28151, + "n_ref": 24709 + }, + "8": { + "Dice": 0.9207212652362244, + "FN": 44, + "FP": 743, + "IoU": 0.8530894157177524, + "TN": 870803, + "TP": 4570, + "n_pred": 5313, + "n_ref": 4614 + }, + "9": { + "Dice": 0.9092369477911647, + "FN": 896, + "FP": 347, + "IoU": 0.833578792341679, + "TN": 868691, + "TP": 6226, + "n_pred": 6573, + "n_ref": 7122 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0279.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0279.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9362570117287098, + "FN": 79, + "FP": 46, + "IoU": 0.8801534036433365, + "TN": 1400813, + "TP": 918, + "n_pred": 964, + "n_ref": 997 + }, + "10": { + "Dice": 0.9104913247932545, + "FN": 1144, + "FP": 2168, + "IoU": 0.8356898347968448, + "TN": 1381699, + "TP": 16845, + "n_pred": 19013, + "n_ref": 17989 + }, + "11": { + "Dice": 0.8329183266932271, + "FN": 857, + "FP": 485, + "IoU": 0.7136761254533817, + "TN": 1397169, + "TP": 3345, + "n_pred": 3830, + "n_ref": 4202 + }, + "12": { + "Dice": 0.7130116065974343, + "FN": 857, + "FP": 1492, + "IoU": 0.5540155686348965, + "TN": 1396589, + "TP": 2918, + "n_pred": 4410, + "n_ref": 3775 + }, + "13": { + "Dice": 0.8916698938099994, + "FN": 3490, + "FP": 1825, + "IoU": 0.8045165324211998, + "TN": 1374667, + "TP": 21874, + "n_pred": 23699, + "n_ref": 25364 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.3873739111537695, + "FN": 167317, + "FP": 1826, + "IoU": 0.24021309951082342, + "TN": 1179237, + "TP": 53476, + "n_pred": 55302, + "n_ref": 220793 + }, + "3": { + "Dice": 0.05728011825572801, + "FN": 1159, + "FP": 54963, + "IoU": 0.029484496861327755, + "TN": 1344029, + "TP": 1705, + "n_pred": 56668, + "n_ref": 2864 + }, + "4": { + "Dice": 0.7600286532951289, + "FN": 1700, + "FP": 2320, + "IoU": 0.6129404968226458, + "TN": 1391470, + "TP": 6366, + "n_pred": 8686, + "n_ref": 8066 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9825083167781448, + "FN": 1894, + "FP": 4058, + "IoU": 0.9656180320482457, + "TN": 1228742, + "TP": 167162, + "n_pred": 171220, + "n_ref": 169056 + }, + "7": { + "Dice": 0.7888971118968652, + "FN": 5055, + "FP": 18050, + "IoU": 0.6513873591140215, + "TN": 1335579, + "TP": 43172, + "n_pred": 61222, + "n_ref": 48227 + }, + "8": { + "Dice": 0.9474090290075342, + "FN": 10699, + "FP": 616, + "IoU": 0.9000733001863415, + "TN": 1288623, + "TP": 101918, + "n_pred": 102534, + "n_ref": 112617 + }, + "9": { + "Dice": 0.9546036487784061, + "FN": 1063, + "FP": 639, + "IoU": 0.9131499719344798, + "TN": 1382259, + "TP": 17895, + "n_pred": 18534, + "n_ref": 18958 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0320.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0320.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 350463, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9434598731245595, + "FN": 1639, + "FP": 2853, + "IoU": 0.89297116988325, + "TN": 308494, + "TP": 37478, + "n_pred": 40331, + "n_ref": 39117 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9777986165237724, + "FN": 1126, + "FP": 2520, + "IoU": 0.9565616250670161, + "TN": 266529, + "TP": 80289, + "n_pred": 82809, + "n_ref": 81415 + }, + "7": { + "Dice": 0.9213851440655564, + "FN": 1308, + "FP": 179, + "IoU": 0.8542299774531908, + "TN": 340263, + "TP": 8714, + "n_pred": 8893, + "n_ref": 10022 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0321.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0321.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7718911864268526, + "FN": 1385, + "FP": 4208, + "IoU": 0.6285201912858661, + "TN": 1737264, + "TP": 9463, + "n_pred": 13671, + "n_ref": 10848 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8789922147980138, + "FN": 10553, + "FP": 5239, + "IoU": 0.7841089298408705, + "TN": 1679172, + "TP": 57356, + "n_pred": 62595, + "n_ref": 67909 + }, + "14": { + "Dice": 0.0, + "FN": 579, + "FP": 33770, + "IoU": 0.0, + "TN": 1717971, + "TP": 0, + "n_pred": 33770, + "n_ref": 579 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 624, + "IoU": 0.0, + "TN": 1751696, + "TP": 0, + "n_pred": 624, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.8221598414795245, + "FN": 150, + "FP": 2004, + "IoU": 0.6980232721155194, + "TN": 1745187, + "TP": 4979, + "n_pred": 6983, + "n_ref": 5129 + }, + "4": { + "Dice": 0.938515784254311, + "FN": 5753, + "FP": 943, + "IoU": 0.8841542533866196, + "TN": 1694519, + "TP": 51105, + "n_pred": 52048, + "n_ref": 56858 + }, + "5": { + "Dice": 0.9210966931770616, + "FN": 373, + "FP": 1135, + "IoU": 0.8537342386032978, + "TN": 1742010, + "TP": 8802, + "n_pred": 9937, + "n_ref": 9175 + }, + "6": { + "Dice": 0.9620207848546429, + "FN": 2947, + "FP": 4267, + "IoU": 0.9268208561574356, + "TN": 1653740, + "TP": 91366, + "n_pred": 95633, + "n_ref": 94313 + }, + "7": { + "Dice": 0.4217166199591507, + "FN": 3173, + "FP": 57700, + "IoU": 0.2671995569947875, + "TN": 1669251, + "TP": 22196, + "n_pred": 79896, + "n_ref": 25369 + }, + "8": { + "Dice": 0.9533672007294516, + "FN": 552, + "FP": 164, + "IoU": 0.9108898568761667, + "TN": 1744285, + "TP": 7319, + "n_pred": 7483, + "n_ref": 7871 + }, + "9": { + "Dice": 0.8759760556394967, + "FN": 2378, + "FP": 8375, + "IoU": 0.7793215260533175, + "TN": 1703593, + "TP": 37974, + "n_pred": 46349, + "n_ref": 40352 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0348.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0348.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9878224929537082, + "FN": 782, + "FP": 1469, + "IoU": 0.9759380010689471, + "TN": 4112018, + "TP": 91299, + "n_pred": 92768, + "n_ref": 92081 + }, + "10": { + "Dice": 0.07579117113485184, + "FN": 21, + "FP": 4564, + "IoU": 0.039388225434737065, + "TN": 4200795, + "TP": 188, + "n_pred": 4752, + "n_ref": 209 + }, + "11": { + "Dice": 0.6233328653657166, + "FN": 1450, + "FP": 1233, + "IoU": 0.45278400978992456, + "TN": 4200665, + "TP": 2220, + "n_pred": 3453, + "n_ref": 3670 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4205568, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.2399717680272909, + "FN": 69, + "FP": 6392, + "IoU": 0.13634540836786527, + "TN": 4198087, + "TP": 1020, + "n_pred": 7412, + "n_ref": 1089 + }, + "14": { + "Dice": 0.12072629762227388, + "FN": 4327, + "FP": 57318, + "IoU": 0.06424093386159054, + "TN": 4139691, + "TP": 4232, + "n_pred": 61550, + "n_ref": 8559 + }, + "15": { + "Dice": 0.25002694678255416, + "FN": 3224, + "FP": 149850, + "IoU": 0.1428747410269332, + "TN": 4026978, + "TP": 25516, + "n_pred": 175366, + "n_ref": 28740 + }, + "2": { + "Dice": 0.9768800721370604, + "FN": 2729, + "FP": 3681, + "IoU": 0.9548050482972573, + "TN": 4063738, + "TP": 135420, + "n_pred": 139101, + "n_ref": 138149 + }, + "3": { + "Dice": 0.9039057656540608, + "FN": 248, + "FP": 217, + "IoU": 0.8246606334841629, + "TN": 4202916, + "TP": 2187, + "n_pred": 2404, + "n_ref": 2435 + }, + "4": { + "Dice": 0.8727071319193301, + "FN": 891, + "FP": 6923, + "IoU": 0.7741618497109827, + "TN": 4170968, + "TP": 26786, + "n_pred": 33709, + "n_ref": 27677 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4205568, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.27564290194438634, + "FN": 2002, + "FP": 1089347, + "IoU": 0.15985256316989185, + "TN": 2906571, + "TP": 207648, + "n_pred": 1296995, + "n_ref": 209650 + }, + "7": { + "Dice": 0.9346829095738409, + "FN": 4583, + "FP": 16467, + "IoU": 0.8773753072899069, + "TN": 4033906, + "TP": 150612, + "n_pred": 167079, + "n_ref": 155195 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4205568, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8560747663551402, + "FN": 14, + "FP": 63, + "IoU": 0.7483660130718954, + "TN": 4205262, + "TP": 229, + "n_pred": 292, + "n_ref": 243 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0350.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0350.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8027681660899654, + "FN": 0, + "FP": 57, + "IoU": 0.6705202312138728, + "TN": 700755, + "TP": 116, + "n_pred": 173, + "n_ref": 116 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.978811237350674, + "FN": 2574, + "FP": 2066, + "IoU": 0.9585017708296069, + "TN": 589116, + "TP": 107172, + "n_pred": 109238, + "n_ref": 109746 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9506044185077116, + "FN": 1457, + "FP": 1861, + "IoU": 0.9058589870903674, + "TN": 665683, + "TP": 31927, + "n_pred": 33788, + "n_ref": 33384 + }, + "7": { + "Dice": 0.97529823542875, + "FN": 2900, + "FP": 1525, + "IoU": 0.9517874069796581, + "TN": 609147, + "TP": 87356, + "n_pred": 88881, + "n_ref": 90256 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0391.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0391.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9166371053565094, + "FN": 235, + "FP": 470, + "IoU": 0.8461034708578913, + "TN": 696347, + "TP": 3876, + "n_pred": 4346, + "n_ref": 4111 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.80925180260324, + "FN": 2889, + "FP": 7296, + "IoU": 0.6796162315193457, + "TN": 669138, + "TP": 21605, + "n_pred": 28901, + "n_ref": 24494 + }, + "14": { + "Dice": 0.5307192283497588, + "FN": 3580, + "FP": 896, + "IoU": 0.3612102183530755, + "TN": 693921, + "TP": 2531, + "n_pred": 3427, + "n_ref": 6111 + }, + "15": { + "Dice": 0.9433515021697665, + "FN": 4967, + "FP": 4210, + "IoU": 0.8927770248165631, + "TN": 615340, + "TP": 76411, + "n_pred": 80621, + "n_ref": 81378 + }, + "2": { + "Dice": 0.9313417190775681, + "FN": 229, + "FP": 33, + "IoU": 0.8715056400196175, + "TN": 698889, + "TP": 1777, + "n_pred": 1810, + "n_ref": 2006 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.890910226255646, + "FN": 4686, + "FP": 555, + "IoU": 0.8032805344944073, + "TN": 674286, + "TP": 21401, + "n_pred": 21956, + "n_ref": 26087 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.949676042381279, + "FN": 755, + "FP": 2546, + "IoU": 0.9041744078030655, + "TN": 666480, + "TP": 31147, + "n_pred": 33693, + "n_ref": 31902 + }, + "7": { + "Dice": 0.8356596980989074, + "FN": 41439, + "FP": 193, + "IoU": 0.7177108760509899, + "TN": 553448, + "TP": 105848, + "n_pred": 106041, + "n_ref": 147287 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9439767779390421, + "FN": 346, + "FP": 426, + "IoU": 0.8938977460142936, + "TN": 693652, + "TP": 6504, + "n_pred": 6930, + "n_ref": 6850 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0404.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0404.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9391891891891891, + "FN": 15, + "FP": 3, + "IoU": 0.8853503184713376, + "TN": 2803555, + "TP": 139, + "n_pred": 142, + "n_ref": 154 + }, + "10": { + "Dice": 0.6154249901586488, + "FN": 59104, + "FP": 2443, + "IoU": 0.4444865650356972, + "TN": 2692919, + "TP": 49246, + "n_pred": 51689, + "n_ref": 108350 + }, + "11": { + "Dice": 0.8241982879775137, + "FN": 1894, + "FP": 858, + "IoU": 0.7009670759534934, + "TN": 2794509, + "TP": 6451, + "n_pred": 7309, + "n_ref": 8345 + }, + "12": { + "Dice": 0.7560212963745457, + "FN": 1114, + "FP": 1773, + "IoU": 0.6077445652173913, + "TN": 2796352, + "TP": 4473, + "n_pred": 6246, + "n_ref": 5587 + }, + "13": { + "Dice": 0.8572577402492964, + "FN": 4262, + "FP": 3548, + "IoU": 0.7501759324419423, + "TN": 2772450, + "TP": 23452, + "n_pred": 27000, + "n_ref": 27714 + }, + "14": { + "Dice": 0.5192994175134203, + "FN": 336629, + "FP": 158, + "IoU": 0.3507119694930808, + "TN": 2285010, + "TP": 181915, + "n_pred": 182073, + "n_ref": 518544 + }, + "15": { + "Dice": 0.09296689226266691, + "FN": 1714, + "FP": 37956, + "IoU": 0.04874949044433254, + "TN": 2762009, + "TP": 2033, + "n_pred": 39989, + "n_ref": 3747 + }, + "2": { + "Dice": 0.8819749450988221, + "FN": 34538, + "FP": 3298, + "IoU": 0.7888686762719999, + "TN": 2624506, + "TP": 141370, + "n_pred": 144668, + "n_ref": 175908 + }, + "3": { + "Dice": 0.8770536743992589, + "FN": 6101, + "FP": 32917, + "IoU": 0.7810290255236043, + "TN": 2625524, + "TP": 139170, + "n_pred": 172087, + "n_ref": 145271 + }, + "4": { + "Dice": 0.9570330931106928, + "FN": 4353, + "FP": 4298, + "IoU": 0.917606385005143, + "TN": 2698716, + "TP": 96345, + "n_pred": 100643, + "n_ref": 100698 + }, + "5": { + "Dice": 0.7921294183275014, + "FN": 1980, + "FP": 2119, + "IoU": 0.6558065328742968, + "TN": 2791803, + "TP": 7810, + "n_pred": 9929, + "n_ref": 9790 + }, + "6": { + "Dice": 0.9465090942844999, + "FN": 5255, + "FP": 5694, + "IoU": 0.8984501803949211, + "TN": 2695893, + "TP": 96870, + "n_pred": 102564, + "n_ref": 102125 + }, + "7": { + "Dice": 0.8494184662978167, + "FN": 15137, + "FP": 25361, + "IoU": 0.7382514332249662, + "TN": 2648991, + "TP": 114223, + "n_pred": 139584, + "n_ref": 129360 + }, + "8": { + "Dice": 0.965356380486281, + "FN": 1664, + "FP": 1663, + "IoU": 0.9330327489382259, + "TN": 2754031, + "TP": 46354, + "n_pred": 48017, + "n_ref": 48018 + }, + "9": { + "Dice": 0.894550601556971, + "FN": 1552, + "FP": 1279, + "IoU": 0.8092189500640204, + "TN": 2788873, + "TP": 12008, + "n_pred": 13287, + "n_ref": 13560 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0410.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0410.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": 0.7378122517354301, + "FN": 7948.151111111112, + "FP": 4853.48, + "IoU": 0.6522457541951562, + "TN": 1245498.8955555554, + "TP": 32575.206666666665, + "n_pred": 37428.68666666667, + "n_ref": 40523.35777777778 + }, + "mean": { + "1": { + "Dice": 0.7430433558271837, + "FN": 5623.3, + "FP": 4540.233333333334, + "IoU": 0.6773867150399195, + "TN": 1236303.4, + "TP": 44408.8, + "n_pred": 48949.03333333333, + "n_ref": 50032.1 + }, + "10": { + "Dice": 0.6911495498987332, + "FN": 3573.8, + "FP": 2600.633333333333, + "IoU": 0.584556913458675, + "TN": 1270495.0333333334, + "TP": 14206.266666666666, + "n_pred": 16806.9, + "n_ref": 17780.066666666666 + }, + "11": { + "Dice": 0.6369932493201562, + "FN": 412.6666666666667, + "FP": 375.8, + "IoU": 0.49281249684363404, + "TN": 1289338.5666666667, + "TP": 748.7, + "n_pred": 1124.5, + "n_ref": 1161.3666666666666 + }, + "12": { + "Dice": 0.43548243759977134, + "FN": 384.1333333333333, + "FP": 329.76666666666665, + "IoU": 0.34914002939265804, + "TN": 1289036.5666666667, + "TP": 1125.2666666666667, + "n_pred": 1455.0333333333333, + "n_ref": 1509.4 + }, + "13": { + "Dice": 0.707331358238486, + "FN": 3547.5, + "FP": 2318.4333333333334, + "IoU": 0.5935919823825881, + "TN": 1272561.8, + "TP": 12448.0, + "n_pred": 14766.433333333332, + "n_ref": 15995.5 + }, + "14": { + "Dice": 0.7082409370503028, + "FN": 3042.4333333333334, + "FP": 1948.2666666666667, + "IoU": 0.6335696379371755, + "TN": 1262135.9333333333, + "TP": 23749.1, + "n_pred": 25697.366666666665, + "n_ref": 26791.533333333333 + }, + "15": { + "Dice": 0.645523657109787, + "FN": 2339.5666666666666, + "FP": 3760.3, + "IoU": 0.544079276039826, + "TN": 1273930.3333333333, + "TP": 10845.533333333333, + "n_pred": 14605.833333333334, + "n_ref": 13185.1 + }, + "2": { + "Dice": 0.8910668747301805, + "FN": 2575.0666666666666, + "FP": 3888.4666666666667, + "IoU": 0.8395222042182284, + "TN": 1245323.9, + "TP": 39088.3, + "n_pred": 42976.76666666667, + "n_ref": 41663.36666666667 + }, + "3": { + "Dice": 0.8707764666666529, + "FN": 25822.933333333334, + "FP": 1788.6, + "IoU": 0.8191638639871913, + "TN": 1228409.9, + "TP": 34854.3, + "n_pred": 36642.9, + "n_ref": 60677.23333333333 + }, + "4": { + "Dice": 0.6384584293534673, + "FN": 1269.8666666666666, + "FP": 1968.1666666666667, + "IoU": 0.5586436948841825, + "TN": 1280182.0666666667, + "TP": 7455.633333333333, + "n_pred": 9423.8, + "n_ref": 8725.5 + }, + "5": { + "Dice": 0.7653208779130479, + "FN": 1614.4333333333334, + "FP": 605.8666666666667, + "IoU": 0.6436988614363451, + "TN": 1284120.7, + "TP": 4534.733333333334, + "n_pred": 5140.6, + "n_ref": 6149.166666666667 + }, + "6": { + "Dice": 0.8972664308200646, + "FN": 55413.63333333333, + "FP": 23120.266666666666, + "IoU": 0.8342670155659315, + "TN": 1010995.1, + "TP": 201346.73333333334, + "n_pred": 224467.0, + "n_ref": 256760.36666666667 + }, + "7": { + "Dice": 0.7234789205446124, + "FN": 11500.166666666666, + "FP": 21020.4, + "IoU": 0.6410634225850923, + "TN": 1199929.6333333333, + "TP": 58425.53333333333, + "n_pred": 79445.93333333333, + "n_ref": 69925.7 + }, + "8": { + "Dice": 0.8419268435449664, + "FN": 871.2, + "FP": 1962.0333333333333, + "IoU": 0.7850161021662639, + "TN": 1267437.8666666667, + "TP": 20604.633333333335, + "n_pred": 22566.666666666668, + "n_ref": 21475.833333333332 + }, + "9": { + "Dice": 0.8711243874140367, + "FN": 1231.5666666666666, + "FP": 2574.9666666666667, + "IoU": 0.7871740969896336, + "TN": 1272282.6333333333, + "TP": 14786.566666666668, + "n_pred": 17361.533333333333, + "n_ref": 16018.133333333333 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.944028425789098, + "FN": 1581, + "FP": 1790, + "IoU": 0.8939903770558822, + "TN": 1545289, + "TP": 28428, + "n_pred": 30218, + "n_ref": 30009 + }, + "10": { + "Dice": 0.0, + "FN": 8313, + "FP": 0, + "IoU": 0.0, + "TN": 1568775, + "TP": 0, + "n_pred": 0, + "n_ref": 8313 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 127, + "IoU": 0.0, + "TN": 1576961, + "TP": 0, + "n_pred": 127, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 8512, + "FP": 0, + "IoU": 0.0, + "TN": 1568576, + "TP": 0, + "n_pred": 0, + "n_ref": 8512 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 3288, + "IoU": 0.0, + "TN": 1573800, + "TP": 0, + "n_pred": 3288, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 89, + "IoU": 0.0, + "TN": 1576999, + "TP": 0, + "n_pred": 89, + "n_ref": 0 + }, + "2": { + "Dice": 0.9164230000694353, + "FN": 3293, + "FP": 7540, + "IoU": 0.8457386970452119, + "TN": 1506863, + "TP": 59392, + "n_pred": 66932, + "n_ref": 62685 + }, + "3": { + "Dice": 0.0, + "FN": 648089, + "FP": 0, + "IoU": 0.0, + "TN": 928999, + "TP": 0, + "n_pred": 0, + "n_ref": 648089 + }, + "4": { + "Dice": 0.8227454617273773, + "FN": 6643, + "FP": 3678, + "IoU": 0.698867946548404, + "TN": 1542814, + "TP": 23953, + "n_pred": 27631, + "n_ref": 30596 + }, + "5": { + "Dice": 0.5350268430011784, + "FN": 1996, + "FP": 1555, + "IoU": 0.3652127279227744, + "TN": 1571494, + "TP": 2043, + "n_pred": 3598, + "n_ref": 4039 + }, + "6": { + "Dice": 0.3155226657620841, + "FN": 9282, + "FP": 460867, + "IoU": 0.18731190936732403, + "TN": 998577, + "TP": 108362, + "n_pred": 569229, + "n_ref": 117644 + }, + "7": { + "Dice": 0.6235595977182653, + "FN": 70056, + "FP": 28536, + "IoU": 0.45302331774378773, + "TN": 1396839, + "TP": 81657, + "n_pred": 110193, + "n_ref": 151713 + }, + "8": { + "Dice": 0.910501146922748, + "FN": 701, + "FP": 3903, + "IoU": 0.8357063840416801, + "TN": 1549065, + "TP": 23419, + "n_pred": 27322, + "n_ref": 24120 + }, + "9": { + "Dice": 0.7742551763308722, + "FN": 1933, + "FP": 6811, + "IoU": 0.6316609798222335, + "TN": 1553349, + "TP": 14995, + "n_pred": 21806, + "n_ref": 16928 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0005.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0005.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7962962962962963, + "FN": 21, + "FP": 1, + "IoU": 0.6615384615384615, + "TN": 876095, + "TP": 43, + "n_pred": 44, + "n_ref": 64 + }, + "10": { + "Dice": 0.7167276308384919, + "FN": 3206, + "FP": 4848, + "IoU": 0.5585155950227485, + "TN": 857917, + "TP": 10189, + "n_pred": 15037, + "n_ref": 13395 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8426250812215724, + "FN": 423, + "FP": 788, + "IoU": 0.7280485066247474, + "TN": 871707, + "TP": 3242, + "n_pred": 4030, + "n_ref": 3665 + }, + "13": { + "Dice": 0.3793357933579336, + "FN": 306, + "FP": 535, + "IoU": 0.23406193078324225, + "TN": 875062, + "TP": 257, + "n_pred": 792, + "n_ref": 563 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9477786952931462, + "FN": 881, + "FP": 700, + "IoU": 0.9007408337518835, + "TN": 860232, + "TP": 14347, + "n_pred": 15047, + "n_ref": 15228 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 14, + "IoU": 0.0, + "TN": 876146, + "TP": 0, + "n_pred": 14, + "n_ref": 0 + }, + "5": { + "Dice": 0.7205469046714774, + "FN": 2120, + "FP": 1559, + "IoU": 0.5631678936119686, + "TN": 867738, + "TP": 4743, + "n_pred": 6302, + "n_ref": 6863 + }, + "6": { + "Dice": 0.9703560778810735, + "FN": 7359, + "FP": 2612, + "IoU": 0.9424190800681431, + "TN": 702995, + "TP": 163194, + "n_pred": 165806, + "n_ref": 170553 + }, + "7": { + "Dice": 0.8710075732630885, + "FN": 15759, + "FP": 3045, + "IoU": 0.7714910681735326, + "TN": 793870, + "TP": 63486, + "n_pred": 66531, + "n_ref": 79245 + }, + "8": { + "Dice": 0.6727738529617265, + "FN": 1597, + "FP": 6833, + "IoU": 0.506902199344876, + "TN": 859064, + "TP": 8666, + "n_pred": 15499, + "n_ref": 10263 + }, + "9": { + "Dice": 0.7299495875343721, + "FN": 792, + "FP": 3922, + "IoU": 0.5747406405051871, + "TN": 865075, + "TP": 6371, + "n_pred": 10293, + "n_ref": 7163 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0017.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0017.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9814455373885581, + "FN": 3690, + "FP": 1950, + "IoU": 0.9635670682471497, + "TN": 896587, + "TP": 149165, + "n_pred": 151115, + "n_ref": 152855 + }, + "10": { + "Dice": 0.7080059818438402, + "FN": 4889, + "FP": 8974, + "IoU": 0.5479947831757418, + "TN": 1020722, + "TP": 16807, + "n_pred": 25781, + "n_ref": 21696 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.171990171990172, + "FN": 53, + "FP": 284, + "IoU": 0.09408602150537634, + "TN": 1051020, + "TP": 35, + "n_pred": 319, + "n_ref": 88 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9956218934650969, + "FN": 1329, + "FP": 164, + "IoU": 0.9912819554579747, + "TN": 880138, + "TP": 169761, + "n_pred": 169925, + "n_ref": 171090 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 20521, + "IoU": 0.0, + "TN": 1030871, + "TP": 0, + "n_pred": 20521, + "n_ref": 0 + }, + "3": { + "Dice": 0.8456057007125891, + "FN": 27282, + "FP": 1058, + "IoU": 0.7325102880658436, + "TN": 945444, + "TP": 77608, + "n_pred": 78666, + "n_ref": 104890 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8794899620184482, + "FN": 175, + "FP": 4267, + "IoU": 0.7849014575565348, + "TN": 1030741, + "TP": 16209, + "n_pred": 20476, + "n_ref": 16384 + }, + "7": { + "Dice": 0.8004162812210915, + "FN": 8804, + "FP": 11908, + "IoU": 0.6672450356660883, + "TN": 989148, + "TP": 41532, + "n_pred": 53440, + "n_ref": 50336 + }, + "8": { + "Dice": 0.9154738271862919, + "FN": 1277, + "FP": 341, + "IoU": 0.8441233140655106, + "TN": 1041012, + "TP": 8762, + "n_pred": 9103, + "n_ref": 10039 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0019.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0019.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8749564170021237, + "FN": 87338, + "FP": 3397, + "IoU": 0.7777089085479236, + "TN": 1869835, + "TP": 317446, + "n_pred": 320843, + "n_ref": 404784 + }, + "10": { + "Dice": 0.29795456059697517, + "FN": 31019, + "FP": 592, + "IoU": 0.17505676035387144, + "TN": 2239697, + "TP": 6708, + "n_pred": 7300, + "n_ref": 37727 + }, + "11": { + "Dice": 0.6175243393602226, + "FN": 51, + "FP": 224, + "IoU": 0.44668008048289737, + "TN": 2277519, + "TP": 222, + "n_pred": 446, + "n_ref": 273 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 18, + "IoU": 0.0, + "TN": 2277998, + "TP": 0, + "n_pred": 18, + "n_ref": 0 + }, + "13": { + "Dice": 0.7236357336721141, + "FN": 21339, + "FP": 2590, + "IoU": 0.5669507935646162, + "TN": 2222759, + "TP": 31328, + "n_pred": 33918, + "n_ref": 52667 + }, + "14": { + "Dice": 0.9493653320272641, + "FN": 10996, + "FP": 1410, + "IoU": 0.9036112751344128, + "TN": 2149308, + "TP": 116302, + "n_pred": 117712, + "n_ref": 127298 + }, + "15": { + "Dice": 0.6743030637593155, + "FN": 2307, + "FP": 53, + "IoU": 0.5086404330626692, + "TN": 2273213, + "TP": 2443, + "n_pred": 2496, + "n_ref": 4750 + }, + "2": { + "Dice": 0.8886555354492721, + "FN": 4111, + "FP": 24624, + "IoU": 0.7996220468048311, + "TN": 2134612, + "TP": 114669, + "n_pred": 139293, + "n_ref": 118780 + }, + "3": { + "Dice": 0.8590933034272995, + "FN": 31549, + "FP": 1621, + "IoU": 0.7529917266749574, + "TN": 2143729, + "TP": 101117, + "n_pred": 102738, + "n_ref": 132666 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7172479868604147, + "FN": 7186, + "FP": 5209, + "IoU": 0.5591478161900697, + "TN": 2249900, + "TP": 15721, + "n_pred": 20930, + "n_ref": 22907 + }, + "6": { + "Dice": 0.7962826032287003, + "FN": 25838, + "FP": 82712, + "IoU": 0.6615195604587494, + "TN": 1957318, + "TP": 212148, + "n_pred": 294860, + "n_ref": 237986 + }, + "7": { + "Dice": 0.6901458385236006, + "FN": 22921, + "FP": 41753, + "IoU": 0.5268875412402432, + "TN": 2141317, + "TP": 72025, + "n_pred": 113778, + "n_ref": 94946 + }, + "8": { + "Dice": 0.9495940487465294, + "FN": 2591, + "FP": 3636, + "IoU": 0.9040257698591289, + "TN": 2213134, + "TP": 58655, + "n_pred": 62291, + "n_ref": 61246 + }, + "9": { + "Dice": 0.8817705299941759, + "FN": 2239, + "FP": 4054, + "IoU": 0.7885416666666667, + "TN": 2248256, + "TP": 23467, + "n_pred": 27521, + "n_ref": 25706 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0021.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0021.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8050598212501071, + "FN": 10550, + "FP": 3104, + "IoU": 0.673723953354999, + "TN": 659080, + "TP": 28194, + "n_pred": 31298, + "n_ref": 38744 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7801354401805869, + "FN": 1820, + "FP": 615, + "IoU": 0.6395262768319763, + "TN": 694173, + "TP": 4320, + "n_pred": 4935, + "n_ref": 6140 + }, + "13": { + "Dice": 0.8292690145013317, + "FN": 3863, + "FP": 7675, + "IoU": 0.7083343866124018, + "TN": 661369, + "TP": 28021, + "n_pred": 35696, + "n_ref": 31884 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9294181034482759, + "FN": 44, + "FP": 218, + "IoU": 0.8681429290387519, + "TN": 698941, + "TP": 1725, + "n_pred": 1943, + "n_ref": 1769 + }, + "3": { + "Dice": 0.9658468719145499, + "FN": 808, + "FP": 714, + "IoU": 0.9339495725382979, + "TN": 677885, + "TP": 21521, + "n_pred": 22235, + "n_ref": 22329 + }, + "4": { + "Dice": 0.7963886500429923, + "FN": 1275, + "FP": 1093, + "IoU": 0.661665952278897, + "TN": 693929, + "TP": 4631, + "n_pred": 5724, + "n_ref": 5906 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9346837181357823, + "FN": 319, + "FP": 442, + "IoU": 0.8773767321946503, + "TN": 694722, + "TP": 5445, + "n_pred": 5887, + "n_ref": 5764 + }, + "7": { + "Dice": 0.9062679587024156, + "FN": 7701, + "FP": 1759, + "IoU": 0.8286014530828185, + "TN": 645735, + "TP": 45733, + "n_pred": 47492, + "n_ref": 53434 + }, + "8": { + "Dice": 0.9607471284932193, + "FN": 2475, + "FP": 3010, + "IoU": 0.924459440848368, + "TN": 628318, + "TP": 67125, + "n_pred": 70135, + "n_ref": 69600 + }, + "9": { + "Dice": 0.9382029364852154, + "FN": 769, + "FP": 2253, + "IoU": 0.8835991063862568, + "TN": 674966, + "TP": 22940, + "n_pred": 25193, + "n_ref": 23709 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0027.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0027.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 6, + "FP": 0, + "IoU": 0.0, + "TN": 700922, + "TP": 0, + "n_pred": 0, + "n_ref": 6 + }, + "10": { + "Dice": 0.6453125, + "FN": 125, + "FP": 1237, + "IoU": 0.47635524798154555, + "TN": 698327, + "TP": 1239, + "n_pred": 2476, + "n_ref": 1364 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.615017706150177, + "FN": 1685, + "FP": 3642, + "IoU": 0.4440617825088708, + "TN": 691346, + "TP": 4255, + "n_pred": 7897, + "n_ref": 5940 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9424942417784065, + "FN": 2139, + "FP": 3878, + "IoU": 0.8912426570266606, + "TN": 645603, + "TP": 49308, + "n_pred": 53186, + "n_ref": 51447 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.963290883469745, + "FN": 9512, + "FP": 4477, + "IoU": 0.929181453225537, + "TN": 503395, + "TP": 183544, + "n_pred": 188021, + "n_ref": 193056 + }, + "7": { + "Dice": 0.7466159182295343, + "FN": 3421, + "FP": 4834, + "IoU": 0.5956800705294607, + "TN": 680511, + "TP": 12162, + "n_pred": 16996, + "n_ref": 15583 + }, + "8": { + "Dice": 0.0, + "FN": 202, + "FP": 0, + "IoU": 0.0, + "TN": 700726, + "TP": 0, + "n_pred": 0, + "n_ref": 202 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0030.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0030.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9216589861751152, + "FN": 587, + "FP": 110, + "IoU": 0.8547008547008547, + "TN": 345667, + "TP": 4100, + "n_pred": 4210, + "n_ref": 4687 + }, + "7": { + "Dice": 0.9796299427344836, + "FN": 4866, + "FP": 676, + "IoU": 0.9600731967378462, + "TN": 211660, + "TP": 133262, + "n_pred": 133938, + "n_ref": 138128 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0043.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0043.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.97564987822933, + "FN": 3135, + "FP": 2934, + "IoU": 0.9524574239741802, + "TN": 1449434, + "TP": 121585, + "n_pred": 124519, + "n_ref": 124720 + }, + "10": { + "Dice": 0.0, + "FN": 30, + "FP": 0, + "IoU": 0.0, + "TN": 1577058, + "TP": 0, + "n_pred": 0, + "n_ref": 30 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6657156443176415, + "FN": 327, + "FP": 376, + "IoU": 0.4989308624376336, + "TN": 1575685, + "TP": 700, + "n_pred": 1076, + "n_ref": 1027 + }, + "13": { + "Dice": 0.9108209780924983, + "FN": 133, + "FP": 270, + "IoU": 0.8362454286875254, + "TN": 1574627, + "TP": 2058, + "n_pred": 2328, + "n_ref": 2191 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9380864291707987, + "FN": 10012, + "FP": 2974, + "IoU": 0.8833924482557356, + "TN": 1465723, + "TP": 98379, + "n_pred": 101353, + "n_ref": 108391 + }, + "3": { + "Dice": 0.93499439457012, + "FN": 5047, + "FP": 9913, + "IoU": 0.8779243881939174, + "TN": 1454541, + "TP": 107587, + "n_pred": 117500, + "n_ref": 112634 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7930350321300601, + "FN": 3128, + "FP": 3861, + "IoU": 0.6570489229108396, + "TN": 1556709, + "TP": 13390, + "n_pred": 17251, + "n_ref": 16518 + }, + "6": { + "Dice": 0.9788808386002775, + "FN": 5601, + "FP": 2208, + "IoU": 0.9586352657004831, + "TN": 1388304, + "TP": 180975, + "n_pred": 183183, + "n_ref": 186576 + }, + "7": { + "Dice": 0.9621784652505494, + "FN": 5891, + "FP": 7276, + "IoU": 0.9271136057923842, + "TN": 1396437, + "TP": 167484, + "n_pred": 174760, + "n_ref": 173375 + }, + "8": { + "Dice": 0.7794361525704809, + "FN": 643, + "FP": 12790, + "IoU": 0.6385869565217391, + "TN": 1539920, + "TP": 23735, + "n_pred": 36525, + "n_ref": 24378 + }, + "9": { + "Dice": 0.8184281842818428, + "FN": 1735, + "FP": 2151, + "IoU": 0.6926605504587156, + "TN": 1564444, + "TP": 8758, + "n_pred": 10909, + "n_ref": 10493 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0048.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0048.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 11333, + "IoU": 0.0, + "TN": 339131, + "TP": 0, + "n_pred": 11333, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.6805374945817079, + "FN": 484, + "FP": 990, + "IoU": 0.5157687253613666, + "TN": 347420, + "TP": 1570, + "n_pred": 2560, + "n_ref": 2054 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 23, + "IoU": 0.0, + "TN": 350441, + "TP": 0, + "n_pred": 23, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9582604348912772, + "FN": 97, + "FP": 237, + "IoU": 0.9198656429942419, + "TN": 346296, + "TP": 3834, + "n_pred": 4071, + "n_ref": 3931 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9231004230888947, + "FN": 25035, + "FP": 1647, + "IoU": 0.857183383558051, + "TN": 163637, + "TP": 160145, + "n_pred": 161792, + "n_ref": 185180 + }, + "7": { + "Dice": 0.7909206259692655, + "FN": 217, + "FP": 1266, + "IoU": 0.6541511194029851, + "TN": 346176, + "TP": 2805, + "n_pred": 4071, + "n_ref": 3022 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8700456401633437, + "FN": 673, + "FP": 2032, + "IoU": 0.7699829931972789, + "TN": 338704, + "TP": 9055, + "n_pred": 11087, + "n_ref": 9728 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0064.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0064.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.4493865030674847, + "FN": 245, + "FP": 473, + "IoU": 0.2898120672601385, + "TN": 875149, + "TP": 293, + "n_pred": 766, + "n_ref": 538 + }, + "11": { + "Dice": 0.6273937625387561, + "FN": 1826, + "FP": 217, + "IoU": 0.4570821153335105, + "TN": 872397, + "TP": 1720, + "n_pred": 1937, + "n_ref": 3546 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.41401166704061027, + "FN": 15662, + "FP": 5232, + "IoU": 0.26104332449160034, + "TN": 847885, + "TP": 7381, + "n_pred": 12613, + "n_ref": 23043 + }, + "14": { + "Dice": 0.7511451518800353, + "FN": 1352, + "FP": 18695, + "IoU": 0.6014671384835593, + "TN": 825858, + "TP": 30255, + "n_pred": 48950, + "n_ref": 31607 + }, + "15": { + "Dice": 0.7701954626889708, + "FN": 3004, + "FP": 19828, + "IoU": 0.6262746959553468, + "TN": 815067, + "TP": 38261, + "n_pred": 58089, + "n_ref": 41265 + }, + "2": { + "Dice": 0.9146519337016574, + "FN": 747, + "FP": 1184, + "IoU": 0.8427268284736927, + "TN": 863882, + "TP": 10347, + "n_pred": 11531, + "n_ref": 11094 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 3075, + "IoU": 0.0, + "TN": 873085, + "TP": 0, + "n_pred": 3075, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7071696490431708, + "FN": 263, + "FP": 11994, + "IoU": 0.5469933843367705, + "TN": 849103, + "TP": 14800, + "n_pred": 26794, + "n_ref": 15063 + }, + "7": { + "Dice": 0.39927468293135243, + "FN": 57817, + "FP": 490, + "IoU": 0.24943360280109161, + "TN": 798476, + "TP": 19377, + "n_pred": 19867, + "n_ref": 77194 + }, + "8": { + "Dice": 0.9038616900953305, + "FN": 454, + "FP": 141, + "IoU": 0.8245872641509434, + "TN": 872768, + "TP": 2797, + "n_pred": 2938, + "n_ref": 3251 + }, + "9": { + "Dice": 0.442036209280638, + "FN": 6165, + "FP": 11186, + "IoU": 0.2837268824306473, + "TN": 851936, + "TP": 6873, + "n_pred": 18059, + "n_ref": 13038 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0067.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0067.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7189952904238619, + "FN": 1118, + "FP": 314, + "IoU": 0.5612745098039216, + "TN": 522432, + "TP": 1832, + "n_pred": 2146, + "n_ref": 2950 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8372323041197214, + "FN": 2131, + "FP": 5439, + "IoU": 0.7200340249269573, + "TN": 498657, + "TP": 19469, + "n_pred": 24908, + "n_ref": 21600 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9167838898349004, + "FN": 964, + "FP": 1284, + "IoU": 0.8463536326976967, + "TN": 511065, + "TP": 12383, + "n_pred": 13667, + "n_ref": 13347 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9838633040262548, + "FN": 1765, + "FP": 2616, + "IoU": 0.9682391236579018, + "TN": 387759, + "TP": 133556, + "n_pred": 136172, + "n_ref": 135321 + }, + "7": { + "Dice": 0.08888888888888889, + "FN": 406, + "FP": 45, + "IoU": 0.046511627906976744, + "TN": 525223, + "TP": 22, + "n_pred": 67, + "n_ref": 428 + }, + "8": { + "Dice": 0.9287773240451598, + "FN": 686, + "FP": 500, + "IoU": 0.8670254512837762, + "TN": 516777, + "TP": 7733, + "n_pred": 8233, + "n_ref": 8419 + }, + "9": { + "Dice": 0.9107851913057449, + "FN": 540, + "FP": 3347, + "IoU": 0.8361850977747809, + "TN": 501968, + "TP": 19841, + "n_pred": 23188, + "n_ref": 20381 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0081.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0081.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8928243867460437, + "FN": 1854, + "FP": 4573, + "IoU": 0.8063981685092027, + "TN": 1543891, + "TP": 26770, + "n_pred": 31343, + "n_ref": 28624 + }, + "11": { + "Dice": 0.5680955727336613, + "FN": 2055, + "FP": 1018, + "IoU": 0.39674126423243034, + "TN": 1571994, + "TP": 2021, + "n_pred": 3039, + "n_ref": 4076 + }, + "12": { + "Dice": 0.7131182795698925, + "FN": 424, + "FP": 243, + "IoU": 0.554144385026738, + "TN": 1575592, + "TP": 829, + "n_pred": 1072, + "n_ref": 1253 + }, + "13": { + "Dice": 0.460941000746826, + "FN": 3079, + "FP": 530, + "IoU": 0.2994953416149068, + "TN": 1571936, + "TP": 1543, + "n_pred": 2073, + "n_ref": 4622 + }, + "14": { + "Dice": 0.7665255617062846, + "FN": 17339, + "FP": 586, + "IoU": 0.6214361140443506, + "TN": 1529738, + "TP": 29425, + "n_pred": 30011, + "n_ref": 46764 + }, + "15": { + "Dice": 0.753707955408508, + "FN": 4274, + "FP": 23939, + "IoU": 0.6047603037180241, + "TN": 1505706, + "TP": 43169, + "n_pred": 67108, + "n_ref": 47443 + }, + "2": { + "Dice": 0.9465619052266849, + "FN": 1149, + "FP": 1041, + "IoU": 0.8985453534698415, + "TN": 1555502, + "TP": 19396, + "n_pred": 20437, + "n_ref": 20545 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.5220334835539061, + "FN": 1779, + "FP": 21660, + "IoU": 0.35321062943237946, + "TN": 1540849, + "TP": 12800, + "n_pred": 34460, + "n_ref": 14579 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9593108424569131, + "FN": 47344, + "FP": 8708, + "IoU": 0.9218034371778256, + "TN": 860279, + "TP": 660757, + "n_pred": 669465, + "n_ref": 708101 + }, + "7": { + "Dice": 0.9437526738871, + "FN": 2582, + "FP": 2414, + "IoU": 0.8934959176277474, + "TN": 1530179, + "TP": 41913, + "n_pred": 44327, + "n_ref": 44495 + }, + "8": { + "Dice": 0.944298574643661, + "FN": 346, + "FP": 248, + "IoU": 0.8944750399715757, + "TN": 1571459, + "TP": 5035, + "n_pred": 5283, + "n_ref": 5381 + }, + "9": { + "Dice": 0.8475006096074128, + "FN": 250, + "FP": 2877, + "IoU": 0.7353588354773188, + "TN": 1565272, + "TP": 8689, + "n_pred": 11566, + "n_ref": 8939 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0083.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0083.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9284604900313798, + "FN": 301, + "FP": 1956, + "IoU": 0.8664734070874993, + "TN": 859257, + "TP": 14646, + "n_pred": 16602, + "n_ref": 14947 + }, + "11": { + "Dice": 0.36850393700787404, + "FN": 1537, + "FP": 67, + "IoU": 0.22586872586872586, + "TN": 874088, + "TP": 468, + "n_pred": 535, + "n_ref": 2005 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9008403696430174, + "FN": 8638, + "FP": 1309, + "IoU": 0.8195719209142028, + "TN": 821030, + "TP": 45183, + "n_pred": 46492, + "n_ref": 53821 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9735885455915599, + "FN": 2605, + "FP": 1776, + "IoU": 0.9485363217742694, + "TN": 791032, + "TP": 80747, + "n_pred": 82523, + "n_ref": 83352 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.7924528301886793, + "FN": 39, + "FP": 27, + "IoU": 0.65625, + "TN": 875968, + "TP": 126, + "n_pred": 153, + "n_ref": 165 + }, + "5": { + "Dice": 0.8387864366448543, + "FN": 201, + "FP": 70, + "IoU": 0.7223360655737705, + "TN": 875184, + "TP": 705, + "n_pred": 775, + "n_ref": 906 + }, + "6": { + "Dice": 0.975945935626742, + "FN": 2353, + "FP": 2687, + "IoU": 0.9530218858357258, + "TN": 768876, + "TP": 102244, + "n_pred": 104931, + "n_ref": 104597 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9794052228354889, + "FN": 572, + "FP": 1428, + "IoU": 0.959641617563968, + "TN": 826604, + "TP": 47556, + "n_pred": 48984, + "n_ref": 48128 + }, + "9": { + "Dice": 0.9364179561820132, + "FN": 1293, + "FP": 2027, + "IoU": 0.8804379141457793, + "TN": 848392, + "TP": 24448, + "n_pred": 26475, + "n_ref": 25741 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0134.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0134.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9150757438921916, + "FN": 10109, + "FP": 11519, + "IoU": 0.8434466634334894, + "TN": 738009, + "TP": 116523, + "n_pred": 128042, + "n_ref": 126632 + }, + "10": { + "Dice": 0.31674722775092407, + "FN": 5626, + "FP": 1583, + "IoU": 0.18817567567567567, + "TN": 867280, + "TP": 1671, + "n_pred": 3254, + "n_ref": 7297 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6878434526202922, + "FN": 987, + "FP": 1342, + "IoU": 0.5242083758937691, + "TN": 871265, + "TP": 2566, + "n_pred": 3908, + "n_ref": 3553 + }, + "13": { + "Dice": 0.26200873362445415, + "FN": 133, + "FP": 712, + "IoU": 0.1507537688442211, + "TN": 875165, + "TP": 150, + "n_pred": 862, + "n_ref": 283 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.07851191370702466, + "FN": 35484, + "FP": 19703, + "IoU": 0.04085995342208627, + "TN": 818622, + "TP": 2351, + "n_pred": 22054, + "n_ref": 37835 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9590410725444527, + "FN": 706, + "FP": 736, + "IoU": 0.9213053918358437, + "TN": 857836, + "TP": 16882, + "n_pred": 17618, + "n_ref": 17588 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8835927229549213, + "FN": 87, + "FP": 2658, + "IoU": 0.7914609131656917, + "TN": 862997, + "TP": 10418, + "n_pred": 13076, + "n_ref": 10505 + }, + "7": { + "Dice": 0.8360112513721185, + "FN": 44754, + "FP": 3052, + "IoU": 0.7182296670458497, + "TN": 706497, + "TP": 121857, + "n_pred": 124909, + "n_ref": 166611 + }, + "8": { + "Dice": 0.952886999645767, + "FN": 64, + "FP": 601, + "IoU": 0.9100135317997293, + "TN": 868770, + "TP": 6725, + "n_pred": 7326, + "n_ref": 6789 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0138.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0138.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8534702752188591, + "FN": 2563, + "FP": 48655, + "IoU": 0.744394372663802, + "TN": 1902405, + "TP": 149161, + "n_pred": 197816, + "n_ref": 151724 + }, + "10": { + "Dice": 0.9272377613865965, + "FN": 1406, + "FP": 1583, + "IoU": 0.8643460107107198, + "TN": 2080750, + "TP": 19045, + "n_pred": 20628, + "n_ref": 20451 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7950221713631812, + "FN": 1733, + "FP": 1133, + "IoU": 0.6597815764482431, + "TN": 2094360, + "TP": 5558, + "n_pred": 6691, + "n_ref": 7291 + }, + "13": { + "Dice": 0.9309359486620656, + "FN": 2575, + "FP": 3129, + "IoU": 0.8707952975287109, + "TN": 2058637, + "TP": 38443, + "n_pred": 41572, + "n_ref": 41018 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 28688, + "IoU": 0.0, + "TN": 2074096, + "TP": 0, + "n_pred": 28688, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9807565209728587, + "FN": 2286, + "FP": 1208, + "IoU": 0.9622396818363576, + "TN": 2010253, + "TP": 89037, + "n_pred": 90245, + "n_ref": 91323 + }, + "3": { + "Dice": 0.9700355070581104, + "FN": 979, + "FP": 1097, + "IoU": 0.9418145127385857, + "TN": 2067105, + "TP": 33603, + "n_pred": 34700, + "n_ref": 34582 + }, + "4": { + "Dice": 0.8932523151219254, + "FN": 6344, + "FP": 1702, + "IoU": 0.8070966195157037, + "TN": 2061074, + "TP": 33664, + "n_pred": 35366, + "n_ref": 40008 + }, + "5": { + "Dice": 0.8976416410828915, + "FN": 2666, + "FP": 268, + "IoU": 0.8142920438002406, + "TN": 2086985, + "TP": 12865, + "n_pred": 13133, + "n_ref": 15531 + }, + "6": { + "Dice": 0.9120846438300281, + "FN": 65525, + "FP": 1281, + "IoU": 0.8383783156081558, + "TN": 1689436, + "TP": 346542, + "n_pred": 347823, + "n_ref": 412067 + }, + "7": { + "Dice": 0.7470130540600339, + "FN": 1817, + "FP": 25625, + "IoU": 0.596185823388319, + "TN": 2034827, + "TP": 40515, + "n_pred": 66140, + "n_ref": 42332 + }, + "8": { + "Dice": 0.9717046483951758, + "FN": 1376, + "FP": 217, + "IoU": 0.9449664893249499, + "TN": 2073838, + "TP": 27353, + "n_pred": 27570, + "n_ref": 28729 + }, + "9": { + "Dice": 0.9673278653559033, + "FN": 508, + "FP": 1177, + "IoU": 0.9367231214089902, + "TN": 2076155, + "TP": 24944, + "n_pred": 26121, + "n_ref": 25452 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0153.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0153.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6093961243803515, + "FN": 52702, + "FP": 2770, + "IoU": 0.4382240946285344, + "TN": 4632520, + "TP": 43272, + "n_pred": 46042, + "n_ref": 95974 + }, + "10": { + "Dice": 0.8310402021957192, + "FN": 12621, + "FP": 8771, + "IoU": 0.7109228253672247, + "TN": 4657263, + "TP": 52609, + "n_pred": 61380, + "n_ref": 65230 + }, + "11": { + "Dice": 0.14815689981096408, + "FN": 1905, + "FP": 5305, + "IoU": 0.08000510399387521, + "TN": 4723427, + "TP": 627, + "n_pred": 5932, + "n_ref": 2532 + }, + "12": { + "Dice": 0.3080950463149416, + "FN": 1033, + "FP": 2403, + "IoU": 0.1820995001190193, + "TN": 4727063, + "TP": 765, + "n_pred": 3168, + "n_ref": 1798 + }, + "13": { + "Dice": 0.5936086017436819, + "FN": 8004, + "FP": 17773, + "IoU": 0.4220792323386319, + "TN": 4686661, + "TP": 18826, + "n_pred": 36599, + "n_ref": 26830 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4731264, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4731264, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8865336396608627, + "FN": 9387, + "FP": 39260, + "IoU": 0.7961925669589554, + "TN": 4492573, + "TP": 190044, + "n_pred": 229304, + "n_ref": 199431 + }, + "3": { + "Dice": 0.7231312381652598, + "FN": 37860, + "FP": 2057, + "IoU": 0.5663316855885708, + "TN": 4639219, + "TP": 52128, + "n_pred": 54185, + "n_ref": 89988 + }, + "4": { + "Dice": 0.7002889021717473, + "FN": 3277, + "FP": 8757, + "IoU": 0.5388035105200628, + "TN": 4705171, + "TP": 14059, + "n_pred": 22816, + "n_ref": 17336 + }, + "5": { + "Dice": 0.6937609841827768, + "FN": 6690, + "FP": 280, + "IoU": 0.531113353514968, + "TN": 4716399, + "TP": 7895, + "n_pred": 8175, + "n_ref": 14585 + }, + "6": { + "Dice": 0.7969317691525272, + "FN": 780437, + "FP": 51683, + "IoU": 0.662416103026133, + "TN": 2266336, + "TP": 1632808, + "n_pred": 1684491, + "n_ref": 2413245 + }, + "7": { + "Dice": 0.1505410770314401, + "FN": 68375, + "FP": 11221, + "IoU": 0.08139736176989924, + "TN": 4644615, + "TP": 7053, + "n_pred": 18274, + "n_ref": 75428 + }, + "8": { + "Dice": 0.9083721226806096, + "FN": 1899, + "FP": 6723, + "IoU": 0.8321261682242991, + "TN": 4679904, + "TP": 42738, + "n_pred": 49461, + "n_ref": 44637 + }, + "9": { + "Dice": 0.8320784266481944, + "FN": 3884, + "FP": 18418, + "IoU": 0.7124437510476166, + "TN": 4653707, + "TP": 55255, + "n_pred": 73673, + "n_ref": 59139 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0173.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0173.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 6302, + "IoU": 0.0, + "TN": 2271714, + "TP": 0, + "n_pred": 6302, + "n_ref": 0 + }, + "10": { + "Dice": 0.7611650485436893, + "FN": 47, + "FP": 76, + "IoU": 0.6144200626959248, + "TN": 2277697, + "TP": 196, + "n_pred": 272, + "n_ref": 243 + }, + "11": { + "Dice": 0.8348623853211009, + "FN": 195, + "FP": 237, + "IoU": 0.7165354330708661, + "TN": 2276492, + "TP": 1092, + "n_pred": 1329, + "n_ref": 1287 + }, + "12": { + "Dice": 0.0, + "FN": 6, + "FP": 0, + "IoU": 0.0, + "TN": 2278010, + "TP": 0, + "n_pred": 0, + "n_ref": 6 + }, + "13": { + "Dice": 0.575039082855654, + "FN": 76, + "FP": 3186, + "IoU": 0.4035472664106784, + "TN": 2272547, + "TP": 2207, + "n_pred": 5393, + "n_ref": 2283 + }, + "14": { + "Dice": 0.376101860920666, + "FN": 22, + "FP": 615, + "IoU": 0.2316043425814234, + "TN": 2277187, + "TP": 192, + "n_pred": 807, + "n_ref": 214 + }, + "15": { + "Dice": 0.6232036827006472, + "FN": 794, + "FP": 27445, + "IoU": 0.45264769731741356, + "TN": 2226424, + "TP": 23353, + "n_pred": 50798, + "n_ref": 24147 + }, + "2": { + "Dice": 0.9779373504006661, + "FN": 102, + "FP": 322, + "IoU": 0.9568272070053966, + "TN": 2268195, + "TP": 9397, + "n_pred": 9719, + "n_ref": 9499 + }, + "3": { + "Dice": 0.9778247998888568, + "FN": 2590, + "FP": 1560, + "IoU": 0.9566117430578789, + "TN": 2182368, + "TP": 91498, + "n_pred": 93058, + "n_ref": 94088 + }, + "4": { + "Dice": 0.7820009872437713, + "FN": 9128, + "FP": 7654, + "IoU": 0.6420374557399429, + "TN": 2231134, + "TP": 30100, + "n_pred": 37754, + "n_ref": 39228 + }, + "5": { + "Dice": 0.30507497116493654, + "FN": 2336, + "FP": 74, + "IoU": 0.17999319496427357, + "TN": 2275077, + "TP": 529, + "n_pred": 603, + "n_ref": 2865 + }, + "6": { + "Dice": 0.6765405414884685, + "FN": 585296, + "FP": 4936, + "IoU": 0.511190982948099, + "TN": 1070526, + "TP": 617258, + "n_pred": 622194, + "n_ref": 1202554 + }, + "7": { + "Dice": 0.009729638929165046, + "FN": 1257, + "FP": 446773, + "IoU": 0.004888601628941587, + "TN": 1827785, + "TP": 2201, + "n_pred": 448974, + "n_ref": 3458 + }, + "8": { + "Dice": 0.9593299751656461, + "FN": 1638, + "FP": 2407, + "IoU": 0.921838769516154, + "TN": 2226264, + "TP": 47707, + "n_pred": 50114, + "n_ref": 49345 + }, + "9": { + "Dice": 0.746680758306361, + "FN": 191, + "FP": 3644, + "IoU": 0.595762622536102, + "TN": 2268529, + "TP": 5652, + "n_pred": 9296, + "n_ref": 5843 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0197.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0197.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.75, + "FN": 13, + "FP": 1, + "IoU": 0.6, + "TN": 1577053, + "TP": 21, + "n_pred": 22, + "n_ref": 34 + }, + "10": { + "Dice": 0.9258014167367031, + "FN": 3898, + "FP": 4754, + "IoU": 0.8618531351290936, + "TN": 1514459, + "TP": 53977, + "n_pred": 58731, + "n_ref": 57875 + }, + "11": { + "Dice": 0.8110384374160021, + "FN": 1228, + "FP": 881, + "IoU": 0.6821401657874906, + "TN": 1570453, + "TP": 4526, + "n_pred": 5407, + "n_ref": 5754 + }, + "12": { + "Dice": 0.8239178937974119, + "FN": 1145, + "FP": 828, + "IoU": 0.7005615419638792, + "TN": 1570499, + "TP": 4616, + "n_pred": 5444, + "n_ref": 5761 + }, + "13": { + "Dice": 0.8649805044684449, + "FN": 1734, + "FP": 2179, + "IoU": 0.7620842706876634, + "TN": 1560641, + "TP": 12534, + "n_pred": 14713, + "n_ref": 14268 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9674211134974393, + "FN": 693, + "FP": 1279, + "IoU": 0.9368980192633836, + "TN": 1545837, + "TP": 29279, + "n_pred": 30558, + "n_ref": 29972 + }, + "3": { + "Dice": 0.9756168421649353, + "FN": 3352, + "FP": 3530, + "IoU": 0.9523944577796531, + "TN": 1432525, + "TP": 137681, + "n_pred": 141211, + "n_ref": 141033 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8757833170867567, + "FN": 1453, + "FP": 2115, + "IoU": 0.7790164746686485, + "TN": 1560942, + "TP": 12578, + "n_pred": 14693, + "n_ref": 14031 + }, + "6": { + "Dice": 0.9666182038031352, + "FN": 665, + "FP": 1654, + "IoU": 0.935393101911183, + "TN": 1541194, + "TP": 33575, + "n_pred": 35229, + "n_ref": 34240 + }, + "7": { + "Dice": 0.846517119244392, + "FN": 2881, + "FP": 759, + "IoU": 0.7338792221084954, + "TN": 1563410, + "TP": 10038, + "n_pred": 10797, + "n_ref": 12919 + }, + "8": { + "Dice": 0.9755896257215243, + "FN": 2110, + "FP": 2563, + "IoU": 0.9523425867379199, + "TN": 1479034, + "TP": 93381, + "n_pred": 95944, + "n_ref": 95491 + }, + "9": { + "Dice": 0.9009890789202555, + "FN": 518, + "FP": 1404, + "IoU": 0.8198181306834161, + "TN": 1566421, + "TP": 8745, + "n_pred": 10149, + "n_ref": 9263 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0214.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0214.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.8527340513670257, + "FN": 713, + "FP": 709, + "IoU": 0.7432749593789493, + "TN": 520157, + "TP": 4117, + "n_pred": 4826, + "n_ref": 4830 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7153465346534653, + "FN": 227, + "FP": 3, + "IoU": 0.5568400770712909, + "TN": 525177, + "TP": 289, + "n_pred": 292, + "n_ref": 516 + }, + "14": { + "Dice": 0.873085628619301, + "FN": 16353, + "FP": 917, + "IoU": 0.7747577374043014, + "TN": 449023, + "TP": 59403, + "n_pred": 60320, + "n_ref": 75756 + }, + "15": { + "Dice": 0.5383425880368313, + "FN": 44, + "FP": 13092, + "IoU": 0.3683096898292859, + "TN": 504901, + "TP": 7659, + "n_pred": 20751, + "n_ref": 7703 + }, + "2": { + "Dice": 0.9666272532033493, + "FN": 671, + "FP": 712, + "IoU": 0.9354100504390062, + "TN": 504284, + "TP": 20029, + "n_pred": 20741, + "n_ref": 20700 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9757848024982194, + "FN": 509, + "FP": 1259, + "IoU": 0.9527146295801017, + "TN": 488306, + "TP": 35622, + "n_pred": 36881, + "n_ref": 36131 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9608867180161563, + "FN": 282, + "FP": 759, + "IoU": 0.9247179635522129, + "TN": 511868, + "TP": 12787, + "n_pred": 13546, + "n_ref": 13069 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0224.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0224.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9755005916882448, + "FN": 1136, + "FP": 955, + "IoU": 0.9521729185727356, + "TN": 832440, + "TP": 41629, + "n_pred": 42584, + "n_ref": 42765 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8110412154962016, + "FN": 5286, + "FP": 211, + "IoU": 0.6821440962183416, + "TN": 858866, + "TP": 11797, + "n_pred": 12008, + "n_ref": 17083 + }, + "15": { + "Dice": 0.8804139856330644, + "FN": 17097, + "FP": 466, + "IoU": 0.7863745834042863, + "TN": 793946, + "TP": 64651, + "n_pred": 65117, + "n_ref": 81748 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8737541528239202, + "FN": 1916, + "FP": 972, + "IoU": 0.775811209439528, + "TN": 863278, + "TP": 9994, + "n_pred": 10966, + "n_ref": 11910 + }, + "6": { + "Dice": 0.9936558761893605, + "FN": 1396, + "FP": 1041, + "IoU": 0.9873917407365251, + "TN": 682874, + "TP": 190849, + "n_pred": 191890, + "n_ref": 192245 + }, + "7": { + "Dice": 0.9549389960364031, + "FN": 487, + "FP": 1548, + "IoU": 0.9137638782947708, + "TN": 852562, + "TP": 21563, + "n_pred": 23111, + "n_ref": 22050 + }, + "8": { + "Dice": 0.9106414082962783, + "FN": 3820, + "FP": 581, + "IoU": 0.8359427421158577, + "TN": 849334, + "TP": 22425, + "n_pred": 23006, + "n_ref": 26245 + }, + "9": { + "Dice": 0.9060024643548671, + "FN": 791, + "FP": 277, + "IoU": 0.8281576830249396, + "TN": 869945, + "TP": 5147, + "n_pred": 5424, + "n_ref": 5938 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0237.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0237.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9352132454713836, + "FN": 1392, + "FP": 14663, + "IoU": 0.8783103673048646, + "TN": 3197474, + "TP": 115879, + "n_pred": 130542, + "n_ref": 117271 + }, + "10": { + "Dice": 0.7875266318032151, + "FN": 1203, + "FP": 9767, + "IoU": 0.649520766773163, + "TN": 3298108, + "TP": 20330, + "n_pred": 30097, + "n_ref": 21533 + }, + "11": { + "Dice": 0.6952079785940161, + "FN": 214, + "FP": 1039, + "IoU": 0.5328113348247576, + "TN": 3326726, + "TP": 1429, + "n_pred": 2468, + "n_ref": 1643 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 3329403, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "13": { + "Dice": 0.9071893669866417, + "FN": 5196, + "FP": 1717, + "IoU": 0.8301432467628197, + "TN": 3288709, + "TP": 33786, + "n_pred": 35503, + "n_ref": 38982 + }, + "14": { + "Dice": 0.8561217597094937, + "FN": 29474, + "FP": 559, + "IoU": 0.7484378402827803, + "TN": 3210022, + "TP": 89353, + "n_pred": 89912, + "n_ref": 118827 + }, + "15": { + "Dice": 0.900186491526798, + "FN": 1224, + "FP": 7, + "IoU": 0.8184901209082867, + "TN": 3322626, + "TP": 5551, + "n_pred": 5558, + "n_ref": 6775 + }, + "2": { + "Dice": 0.9712796389295023, + "FN": 4234, + "FP": 2543, + "IoU": 0.9441629384284549, + "TN": 3208037, + "TP": 114594, + "n_pred": 117137, + "n_ref": 118828 + }, + "3": { + "Dice": 0.9622975708502024, + "FN": 220, + "FP": 78, + "IoU": 0.9273347963911241, + "TN": 3325307, + "TP": 3803, + "n_pred": 3881, + "n_ref": 4023 + }, + "4": { + "Dice": 0.015625, + "FN": 3780, + "FP": 0, + "IoU": 0.007874015748031496, + "TN": 3325598, + "TP": 30, + "n_pred": 30, + "n_ref": 3810 + }, + "5": { + "Dice": 0.8313294040602488, + "FN": 5063, + "FP": 1376, + "IoU": 0.7113462141928543, + "TN": 3307101, + "TP": 15868, + "n_pred": 17244, + "n_ref": 20931 + }, + "6": { + "Dice": 0.9166298600394471, + "FN": 38776, + "FP": 7847, + "IoU": 0.8460911245650753, + "TN": 3026482, + "TP": 256303, + "n_pred": 264150, + "n_ref": 295079 + }, + "7": { + "Dice": 0.9605482674604222, + "FN": 7296, + "FP": 12426, + "IoU": 0.9240912659923329, + "TN": 3069596, + "TP": 240090, + "n_pred": 252516, + "n_ref": 247386 + }, + "8": { + "Dice": 0.9780547752808989, + "FN": 494, + "FP": 256, + "IoU": 0.9570520529118708, + "TN": 3311945, + "TP": 16713, + "n_pred": 16969, + "n_ref": 17207 + }, + "9": { + "Dice": 0.9336926120472065, + "FN": 339, + "FP": 1605, + "IoU": 0.8756317574051564, + "TN": 3313777, + "TP": 13687, + "n_pred": 15292, + "n_ref": 14026 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0242.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0242.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.72583346019181, + "FN": 26, + "FP": 1775, + "IoU": 0.5696535244922342, + "TN": 696743, + "TP": 2384, + "n_pred": 4159, + "n_ref": 2410 + }, + "11": { + "Dice": 0.8293080054274085, + "FN": 824, + "FP": 434, + "IoU": 0.708391284191006, + "TN": 696614, + "TP": 3056, + "n_pred": 3490, + "n_ref": 3880 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8668945934982906, + "FN": 2172, + "FP": 2422, + "IoU": 0.765060857113634, + "TN": 681374, + "TP": 14960, + "n_pred": 17382, + "n_ref": 17132 + }, + "14": { + "Dice": 0.9926661335309837, + "FN": 1457, + "FP": 799, + "IoU": 0.9854390550876174, + "TN": 545993, + "TP": 152679, + "n_pred": 153478, + "n_ref": 154136 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9722323445812987, + "FN": 240, + "FP": 522, + "IoU": 0.945965111331726, + "TN": 686826, + "TP": 13340, + "n_pred": 13862, + "n_ref": 13580 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9310891572142944, + "FN": 903, + "FP": 792, + "IoU": 0.8710634413509812, + "TN": 687782, + "TP": 11451, + "n_pred": 12243, + "n_ref": 12354 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9770581216976308, + "FN": 2169, + "FP": 3215, + "IoU": 0.9551452945881098, + "TN": 580896, + "TP": 114648, + "n_pred": 117863, + "n_ref": 116817 + }, + "7": { + "Dice": 0.0, + "FN": 1, + "FP": 0, + "IoU": 0.0, + "TN": 700927, + "TP": 0, + "n_pred": 0, + "n_ref": 1 + }, + "8": { + "Dice": 0.8636458261050587, + "FN": 926, + "FP": 3004, + "IoU": 0.7600146555935515, + "TN": 684552, + "TP": 12446, + "n_pred": 15450, + "n_ref": 13372 + }, + "9": { + "Dice": 0.9000889114695796, + "FN": 2603, + "FP": 1330, + "IoU": 0.8183287911681832, + "TN": 679279, + "TP": 17716, + "n_pred": 19046, + "n_ref": 20319 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0274.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0274.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7142857142857143, + "FN": 4, + "FP": 68, + "IoU": 0.5555555555555556, + "TN": 2102622, + "TP": 90, + "n_pred": 158, + "n_ref": 94 + }, + "10": { + "Dice": 0.8755274058838795, + "FN": 3346, + "FP": 9605, + "IoU": 0.778611600198294, + "TN": 2044285, + "TP": 45548, + "n_pred": 55153, + "n_ref": 48894 + }, + "11": { + "Dice": 0.7, + "FN": 27, + "FP": 15, + "IoU": 0.5384615384615384, + "TN": 2102693, + "TP": 49, + "n_pred": 64, + "n_ref": 76 + }, + "12": { + "Dice": 0.8021660649819494, + "FN": 1416, + "FP": 776, + "IoU": 0.6696805304400241, + "TN": 2096148, + "TP": 4444, + "n_pred": 5220, + "n_ref": 5860 + }, + "13": { + "Dice": 0.9202214262455226, + "FN": 1282, + "FP": 433, + "IoU": 0.8522316043425814, + "TN": 2091178, + "TP": 9891, + "n_pred": 10324, + "n_ref": 11173 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9324386083194947, + "FN": 10716, + "FP": 4215, + "IoU": 0.8734285593184419, + "TN": 1984819, + "TP": 103034, + "n_pred": 107249, + "n_ref": 113750 + }, + "3": { + "Dice": 0.9427444570246013, + "FN": 5667, + "FP": 9605, + "IoU": 0.8916902477252258, + "TN": 1961781, + "TP": 125731, + "n_pred": 135336, + "n_ref": 131398 + }, + "4": { + "Dice": 0.9050655649362314, + "FN": 693, + "FP": 1421, + "IoU": 0.826593388565335, + "TN": 2090593, + "TP": 10077, + "n_pred": 11498, + "n_ref": 10770 + }, + "5": { + "Dice": 0.9226107226107226, + "FN": 462, + "FP": 202, + "IoU": 0.8563392470791865, + "TN": 2098162, + "TP": 3958, + "n_pred": 4160, + "n_ref": 4420 + }, + "6": { + "Dice": 0.9670291207348847, + "FN": 4596, + "FP": 13867, + "IoU": 0.9361630033780396, + "TN": 1813563, + "TP": 270758, + "n_pred": 284625, + "n_ref": 275354 + }, + "7": { + "Dice": 0.8475914290317383, + "FN": 1502, + "FP": 6066, + "IoU": 0.7354955962533203, + "TN": 2074172, + "TP": 21044, + "n_pred": 27110, + "n_ref": 22546 + }, + "8": { + "Dice": 0.9483618922368777, + "FN": 343, + "FP": 992, + "IoU": 0.9017949095189054, + "TN": 2089190, + "TP": 12259, + "n_pred": 13251, + "n_ref": 12602 + }, + "9": { + "Dice": 0.8679031942421014, + "FN": 8100, + "FP": 4050, + "IoU": 0.7666333743085433, + "TN": 2050720, + "TP": 39914, + "n_pred": 43964, + "n_ref": 48014 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0282.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0282.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9201088079718037, + "FN": 3273, + "FP": 25333, + "IoU": 0.8520384412467543, + "TN": 2259914, + "TP": 164728, + "n_pred": 190061, + "n_ref": 168001 + }, + "10": { + "Dice": 0.9105712272644242, + "FN": 5036, + "FP": 1818, + "IoU": 0.8358244706333238, + "TN": 2411500, + "TP": 34894, + "n_pred": 36712, + "n_ref": 39930 + }, + "11": { + "Dice": 0.6913919413919414, + "FN": 1219, + "FP": 129, + "IoU": 0.5283414975507348, + "TN": 2450390, + "TP": 1510, + "n_pred": 1639, + "n_ref": 2729 + }, + "12": { + "Dice": 0.8125721928384704, + "FN": 2151, + "FP": 932, + "IoU": 0.6843129223837805, + "TN": 2443482, + "TP": 6683, + "n_pred": 7615, + "n_ref": 8834 + }, + "13": { + "Dice": 0.9064362336114422, + "FN": 6044, + "FP": 550, + "IoU": 0.828882833787466, + "TN": 2414713, + "TP": 31941, + "n_pred": 32491, + "n_ref": 37985 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9008849627728569, + "FN": 22385, + "FP": 2602, + "IoU": 0.8196457443122762, + "TN": 2314704, + "TP": 113557, + "n_pred": 116159, + "n_ref": 135942 + }, + "3": { + "Dice": 0.9213913960076421, + "FN": 6334, + "FP": 17530, + "IoU": 0.8542407251316255, + "TN": 2289526, + "TP": 139858, + "n_pred": 157388, + "n_ref": 146192 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2482, + "IoU": 0.0, + "TN": 2450766, + "TP": 0, + "n_pred": 2482, + "n_ref": 0 + }, + "5": { + "Dice": 0.817847197772301, + "FN": 11184, + "FP": 198, + "IoU": 0.6918286673525749, + "TN": 2416314, + "TP": 25552, + "n_pred": 25750, + "n_ref": 36736 + }, + "6": { + "Dice": 0.9488505650784385, + "FN": 45039, + "FP": 6832, + "IoU": 0.9026790421565923, + "TN": 1920259, + "TP": 481118, + "n_pred": 487950, + "n_ref": 526157 + }, + "7": { + "Dice": 0.933678756476684, + "FN": 3322, + "FP": 9222, + "IoU": 0.8756073858114675, + "TN": 2352406, + "TP": 88298, + "n_pred": 97520, + "n_ref": 91620 + }, + "8": { + "Dice": 0.9742343340721338, + "FN": 1333, + "FP": 713, + "IoU": 0.9497630564490387, + "TN": 2412521, + "TP": 38681, + "n_pred": 39394, + "n_ref": 40014 + }, + "9": { + "Dice": 0.9701487152474619, + "FN": 1984, + "FP": 2153, + "IoU": 0.9420279700681035, + "TN": 2381886, + "TP": 67225, + "n_pred": 69378, + "n_ref": 69209 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0294.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0294.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9080705262201217, + "FN": 7524, + "FP": 568, + "IoU": 0.8316201256814683, + "TN": 477638, + "TP": 39966, + "n_pred": 40534, + "n_ref": 47490 + }, + "15": { + "Dice": 0.9194742687893372, + "FN": 2853, + "FP": 3237, + "IoU": 0.8509508309062874, + "TN": 484837, + "TP": 34769, + "n_pred": 38006, + "n_ref": 37622 + }, + "2": { + "Dice": 0.6666666666666666, + "FN": 0, + "FP": 1, + "IoU": 0.5, + "TN": 525694, + "TP": 1, + "n_pred": 2, + "n_ref": 1 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.950133131718221, + "FN": 210, + "FP": 1307, + "IoU": 0.9050034441730853, + "TN": 509727, + "TP": 14452, + "n_pred": 15759, + "n_ref": 14662 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0296.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0296.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9507868263972952, + "FN": 222, + "FP": 957, + "IoU": 0.9061903246339911, + "TN": 1214056, + "TP": 11389, + "n_pred": 12346, + "n_ref": 11611 + }, + "10": { + "Dice": 0.9168292772725599, + "FN": 531, + "FP": 3987, + "IoU": 0.8464309993201904, + "TN": 1197204, + "TP": 24902, + "n_pred": 28889, + "n_ref": 25433 + }, + "11": { + "Dice": 0.4931506849315068, + "FN": 102, + "FP": 9, + "IoU": 0.32727272727272727, + "TN": 1226459, + "TP": 54, + "n_pred": 63, + "n_ref": 156 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8982248693043643, + "FN": 3403, + "FP": 3586, + "IoU": 0.8152524451493524, + "TN": 1188794, + "TP": 30841, + "n_pred": 34427, + "n_ref": 34244 + }, + "14": { + "Dice": 0.9273871180784873, + "FN": 141, + "FP": 1948, + "IoU": 0.8646056128070516, + "TN": 1211195, + "TP": 13340, + "n_pred": 15288, + "n_ref": 13481 + }, + "15": { + "Dice": 0.962420815957159, + "FN": 3106, + "FP": 4950, + "IoU": 0.9275637279144, + "TN": 1115409, + "TP": 103159, + "n_pred": 108109, + "n_ref": 106265 + }, + "2": { + "Dice": 0.95260663507109, + "FN": 602, + "FP": 258, + "IoU": 0.9095022624434389, + "TN": 1217121, + "TP": 8643, + "n_pred": 8901, + "n_ref": 9245 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8850740874593422, + "FN": 148, + "FP": 488, + "IoU": 0.793841166936791, + "TN": 1223539, + "TP": 2449, + "n_pred": 2937, + "n_ref": 2597 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9089920355285668, + "FN": 843, + "FP": 7190, + "IoU": 0.8331671858774663, + "TN": 1178474, + "TP": 40117, + "n_pred": 47307, + "n_ref": 40960 + }, + "7": { + "Dice": 0.9833207669672123, + "FN": 7481, + "FP": 5261, + "IoU": 0.9671887995921131, + "TN": 838281, + "TP": 375601, + "n_pred": 380862, + "n_ref": 383082 + }, + "8": { + "Dice": 0.8593296844676073, + "FN": 191, + "FP": 6260, + "IoU": 0.7533549990441598, + "TN": 1200469, + "TP": 19704, + "n_pred": 25964, + "n_ref": 19895 + }, + "9": { + "Dice": 0.969153233012832, + "FN": 490, + "FP": 373, + "IoU": 0.9401525658807213, + "TN": 1212204, + "TP": 13557, + "n_pred": 13930, + "n_ref": 14047 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0336.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0336.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9394926568758345, + "FN": 790, + "FP": 2609, + "IoU": 0.8858898177057105, + "TN": 671141, + "TP": 26388, + "n_pred": 28997, + "n_ref": 27178 + }, + "10": { + "Dice": 0.8345366903200447, + "FN": 9704, + "FP": 6292, + "IoU": 0.7160557379959173, + "TN": 644593, + "TP": 40339, + "n_pred": 46631, + "n_ref": 50043 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8492399354084303, + "FN": 8118, + "FP": 2712, + "IoU": 0.7379817579174026, + "TN": 659595, + "TP": 30503, + "n_pred": 33215, + "n_ref": 38621 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9651725249919381, + "FN": 94, + "FP": 122, + "IoU": 0.9326893113119352, + "TN": 697719, + "TP": 2993, + "n_pred": 3115, + "n_ref": 3087 + }, + "3": { + "Dice": 0.9724786370576732, + "FN": 2198, + "FP": 2939, + "IoU": 0.9464315508467507, + "TN": 605032, + "TP": 90759, + "n_pred": 93698, + "n_ref": 92957 + }, + "4": { + "Dice": 0.9484987277353689, + "FN": 984, + "FP": 1040, + "IoU": 0.9020423966702159, + "TN": 680266, + "TP": 18638, + "n_pred": 19678, + "n_ref": 19622 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9273059546169856, + "FN": 363, + "FP": 2501, + "IoU": 0.864464530784156, + "TN": 679797, + "TP": 18267, + "n_pred": 20768, + "n_ref": 18630 + }, + "7": { + "Dice": 0.9699852071005917, + "FN": 4879, + "FP": 3237, + "IoU": 0.9417196857631159, + "TN": 561670, + "TP": 131142, + "n_pred": 134379, + "n_ref": 136021 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9720548707016405, + "FN": 497, + "FP": 709, + "IoU": 0.9456291420585186, + "TN": 678747, + "TP": 20975, + "n_pred": 21684, + "n_ref": 21472 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0341.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0341.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9821172198294063, + "FN": 724, + "FP": 970, + "IoU": 0.9648627906494368, + "TN": 477485, + "TP": 46517, + "n_pred": 47487, + "n_ref": 47241 + }, + "10": { + "Dice": 0.9208961335231151, + "FN": 2120, + "FP": 1937, + "IoU": 0.8533897080080948, + "TN": 498024, + "TP": 23615, + "n_pred": 25552, + "n_ref": 25735 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 6, + "FP": 0, + "IoU": 0.0, + "TN": 525690, + "TP": 0, + "n_pred": 0, + "n_ref": 6 + }, + "13": { + "Dice": 0.7535214246436276, + "FN": 2037, + "FP": 3790, + "IoU": 0.6045201574589385, + "TN": 510962, + "TP": 8907, + "n_pred": 12697, + "n_ref": 10944 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9270216962524654, + "FN": 18, + "FP": 19, + "IoU": 0.8639705882352942, + "TN": 525424, + "TP": 235, + "n_pred": 254, + "n_ref": 253 + }, + "3": { + "Dice": 0.9745429799870086, + "FN": 1126, + "FP": 520, + "IoU": 0.9503499034749034, + "TN": 492544, + "TP": 31506, + "n_pred": 32026, + "n_ref": 32632 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.9615247776365947, + "FN": 273, + "FP": 484, + "IoU": 0.9259005481597494, + "TN": 515480, + "TP": 9459, + "n_pred": 9943, + "n_ref": 9732 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 27, + "IoU": 0.0, + "TN": 525669, + "TP": 0, + "n_pred": 27, + "n_ref": 0 + }, + "9": { + "Dice": 0.959462041034654, + "FN": 371, + "FP": 690, + "IoU": 0.9220826907542043, + "TN": 512079, + "TP": 12556, + "n_pred": 13246, + "n_ref": 12927 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0361.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0361.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8920466966901316, + "FN": 2032, + "FP": 437, + "IoU": 0.8051302288871349, + "TN": 513026, + "TP": 10201, + "n_pred": 10638, + "n_ref": 12233 + }, + "6": { + "Dice": 0.9371675053918045, + "FN": 254, + "FP": 183, + "IoU": 0.8817640692640693, + "TN": 522000, + "TP": 3259, + "n_pred": 3442, + "n_ref": 3513 + }, + "7": { + "Dice": 0.8063931454934915, + "FN": 239, + "FP": 936, + "IoU": 0.6755935946990613, + "TN": 522074, + "TP": 2447, + "n_pred": 3383, + "n_ref": 2686 + }, + "8": { + "Dice": 0.9592239845109811, + "FN": 398, + "FP": 1687, + "IoU": 0.9216430531023337, + "TN": 499087, + "TP": 24524, + "n_pred": 26211, + "n_ref": 24922 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0367.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0367.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8612007746933505, + "FN": 76, + "FP": 139, + "IoU": 0.7562358276643991, + "TN": 349582, + "TP": 667, + "n_pred": 806, + "n_ref": 743 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9613132759246993, + "FN": 3766, + "FP": 3476, + "IoU": 0.9255083882780115, + "TN": 253245, + "TP": 89977, + "n_pred": 93453, + "n_ref": 93743 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9727957495460354, + "FN": 811, + "FP": 807, + "IoU": 0.9470324418109798, + "TN": 319917, + "TP": 28929, + "n_pred": 29736, + "n_ref": 29740 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0400.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0400.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": 0.738681816237233, + "FN": 6686.522222222222, + "FP": 4859.504444444446, + "IoU": 0.6563211217128261, + "TN": 1160093.3422222224, + "TP": 25779.297777777785, + "n_pred": 30638.802222222217, + "n_ref": 32465.820000000003 + }, + "mean": { + "1": { + "Dice": 0.8171982577819811, + "FN": 2070.5666666666666, + "FP": 2809.8333333333335, + "IoU": 0.7572839770079134, + "TN": 1166587.1666666667, + "TP": 25951.1, + "n_pred": 28760.933333333334, + "n_ref": 28021.666666666668 + }, + "10": { + "Dice": 0.7532878698895985, + "FN": 3714.133333333333, + "FP": 3217.3, + "IoU": 0.6492848846610261, + "TN": 1174468.3333333333, + "TP": 16018.9, + "n_pred": 19236.2, + "n_ref": 19733.033333333333 + }, + "11": { + "Dice": 0.6298274814844224, + "FN": 258.26666666666665, + "FP": 207.46666666666667, + "IoU": 0.520052189207267, + "TN": 1196140.5333333334, + "TP": 812.4, + "n_pred": 1019.8666666666667, + "n_ref": 1070.6666666666667 + }, + "12": { + "Dice": 0.6450324999048501, + "FN": 390.6666666666667, + "FP": 448.06666666666666, + "IoU": 0.5191066478238893, + "TN": 1195418.7666666666, + "TP": 1161.1666666666667, + "n_pred": 1609.2333333333333, + "n_ref": 1551.8333333333333 + }, + "13": { + "Dice": 0.6904361931234672, + "FN": 4046.766666666667, + "FP": 1479.7666666666667, + "IoU": 0.5826847832478514, + "TN": 1183728.8, + "TP": 8163.333333333333, + "n_pred": 9643.1, + "n_ref": 12210.1 + }, + "14": { + "Dice": 0.6347465518636232, + "FN": 1626.9333333333334, + "FP": 8222.266666666666, + "IoU": 0.564200563266516, + "TN": 1170583.2333333334, + "TP": 16986.233333333334, + "n_pred": 25208.5, + "n_ref": 18613.166666666668 + }, + "15": { + "Dice": 0.6064765375358475, + "FN": 2207.8, + "FP": 6392.033333333334, + "IoU": 0.5309317979194382, + "TN": 1169730.6666666667, + "TP": 19088.166666666668, + "n_pred": 25480.2, + "n_ref": 21295.966666666667 + }, + "2": { + "Dice": 0.8135644033199476, + "FN": 9296.366666666667, + "FP": 868.1666666666666, + "IoU": 0.7598982087070544, + "TN": 1157823.7, + "TP": 29430.433333333334, + "n_pred": 30298.6, + "n_ref": 38726.8 + }, + "3": { + "Dice": 0.7388923629781583, + "FN": 4493.066666666667, + "FP": 11149.1, + "IoU": 0.6900534287316554, + "TN": 1158040.4333333333, + "TP": 23736.066666666666, + "n_pred": 34885.166666666664, + "n_ref": 28229.133333333335 + }, + "4": { + "Dice": 0.7888133436895677, + "FN": 2793.5, + "FP": 1329.6333333333334, + "IoU": 0.7018400640215585, + "TN": 1183688.9666666666, + "TP": 9606.566666666668, + "n_pred": 10936.2, + "n_ref": 12400.066666666668 + }, + "5": { + "Dice": 0.6427910610579505, + "FN": 659.7666666666667, + "FP": 611.8666666666667, + "IoU": 0.5458071646870922, + "TN": 1193757.5, + "TP": 2389.5333333333333, + "n_pred": 3001.4, + "n_ref": 3049.3 + }, + "6": { + "Dice": 0.8553189972881906, + "FN": 57507.933333333334, + "FP": 5497.2, + "IoU": 0.790476557772332, + "TN": 1010655.3333333334, + "TP": 123758.2, + "n_pred": 129255.4, + "n_ref": 181266.13333333333 + }, + "7": { + "Dice": 0.7612994328578977, + "FN": 7775.2, + "FP": 27197.166666666668, + "IoU": 0.6842882966110332, + "TN": 1080228.0666666667, + "TP": 82218.23333333334, + "n_pred": 109415.4, + "n_ref": 89993.43333333333 + }, + "8": { + "Dice": 0.9200336866237937, + "FN": 2090.366666666667, + "FP": 1917.3333333333333, + "IoU": 0.8607300342669627, + "TN": 1174951.3, + "TP": 18459.666666666668, + "n_pred": 20377.0, + "n_ref": 20550.033333333333 + }, + "9": { + "Dice": 0.7825085641591978, + "FN": 1366.5, + "FP": 1545.3666666666666, + "IoU": 0.6881782277608007, + "TN": 1185597.3333333333, + "TP": 8909.466666666667, + "n_pred": 10454.833333333334, + "n_ref": 10275.966666666667 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0004.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0004.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9424460431654677, + "FN": 26, + "FP": 22, + "IoU": 0.891156462585034, + "TN": 525255, + "TP": 393, + "n_pred": 415, + "n_ref": 419 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8478727118559529, + "FN": 925, + "FP": 5175, + "IoU": 0.7359193038659683, + "TN": 502597, + "TP": 16999, + "n_pred": 22174, + "n_ref": 17924 + }, + "15": { + "Dice": 0.9024265132253891, + "FN": 16461, + "FP": 1039, + "IoU": 0.8222014508361611, + "TN": 427270, + "TP": 80926, + "n_pred": 81965, + "n_ref": 97387 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8510094556606185, + "FN": 288, + "FP": 295, + "IoU": 0.7406583629893239, + "TN": 523448, + "TP": 1665, + "n_pred": 1960, + "n_ref": 1953 + }, + "6": { + "Dice": 0.9473315326098091, + "FN": 3383, + "FP": 6386, + "IoU": 0.899933418693982, + "TN": 428071, + "TP": 87856, + "n_pred": 94242, + "n_ref": 91239 + }, + "7": { + "Dice": 0.9609061015710632, + "FN": 4100, + "FP": 3818, + "IoU": 0.9247538677918424, + "TN": 420468, + "TP": 97310, + "n_pred": 101128, + "n_ref": 101410 + }, + "8": { + "Dice": 0.8812607944732297, + "FN": 126, + "FP": 424, + "IoU": 0.7877267464299498, + "TN": 523105, + "TP": 2041, + "n_pred": 2465, + "n_ref": 2167 + }, + "9": { + "Dice": 0.8456966510458338, + "FN": 5020, + "FP": 3080, + "IoU": 0.7326467967125458, + "TN": 495399, + "TP": 22197, + "n_pred": 25277, + "n_ref": 27217 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0014.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0014.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8938128976939392, + "FN": 2033, + "FP": 320, + "IoU": 0.8080124020887729, + "TN": 688672, + "TP": 9903, + "n_pred": 10223, + "n_ref": 11936 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9451700729956625, + "FN": 6291, + "FP": 7222, + "IoU": 0.8960402514174931, + "TN": 570945, + "TP": 116470, + "n_pred": 123692, + "n_ref": 122761 + }, + "15": { + "Dice": 0.9466461149114873, + "FN": 7952, + "FP": 4613, + "IoU": 0.8986971314317042, + "TN": 576894, + "TP": 111469, + "n_pred": 116082, + "n_ref": 119421 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 4, + "FP": 0, + "IoU": 0.0, + "TN": 700924, + "TP": 0, + "n_pred": 0, + "n_ref": 4 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7350241055100948, + "FN": 13049, + "FP": 1296, + "IoU": 0.5810577962092228, + "TN": 666687, + "TP": 19896, + "n_pred": 21192, + "n_ref": 32945 + }, + "7": { + "Dice": 0.8651756240495531, + "FN": 5002, + "FP": 13173, + "IoU": 0.7623872401621127, + "TN": 624438, + "TP": 58315, + "n_pred": 71488, + "n_ref": 63317 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0025.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0025.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9281183932346723, + "FN": 178, + "FP": 26, + "IoU": 0.8658777120315582, + "TN": 874639, + "TP": 1317, + "n_pred": 1343, + "n_ref": 1495 + }, + "10": { + "Dice": 0.7653429602888087, + "FN": 279, + "FP": 176, + "IoU": 0.6198830409356725, + "TN": 874963, + "TP": 742, + "n_pred": 918, + "n_ref": 1021 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 7, + "FP": 0, + "IoU": 0.0, + "TN": 876153, + "TP": 0, + "n_pred": 0, + "n_ref": 7 + }, + "13": { + "Dice": 0.832258064516129, + "FN": 67, + "FP": 89, + "IoU": 0.712707182320442, + "TN": 875617, + "TP": 387, + "n_pred": 476, + "n_ref": 454 + }, + "14": { + "Dice": 0.9678878045201057, + "FN": 2899, + "FP": 4103, + "IoU": 0.9377738280382137, + "TN": 763635, + "TP": 105523, + "n_pred": 109626, + "n_ref": 108422 + }, + "15": { + "Dice": 0.8756456098529996, + "FN": 718, + "FP": 1473, + "IoU": 0.7787985865724382, + "TN": 866255, + "TP": 7714, + "n_pred": 9187, + "n_ref": 8432 + }, + "2": { + "Dice": 0.9686237634212571, + "FN": 1478, + "FP": 5062, + "IoU": 0.9391565648577994, + "TN": 768671, + "TP": 100949, + "n_pred": 106011, + "n_ref": 102427 + }, + "3": { + "Dice": 0.971435977190254, + "FN": 2831, + "FP": 3781, + "IoU": 0.9444584446348471, + "TN": 757114, + "TP": 112434, + "n_pred": 116215, + "n_ref": 115265 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8983207721803517, + "FN": 480, + "FP": 289, + "IoU": 0.8154104656745079, + "TN": 871994, + "TP": 3397, + "n_pred": 3686, + "n_ref": 3877 + }, + "6": { + "Dice": 0.9387512689654219, + "FN": 6589, + "FP": 2280, + "IoU": 0.8845723358842209, + "TN": 799324, + "TP": 67967, + "n_pred": 70247, + "n_ref": 74556 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 31, + "IoU": 0.0, + "TN": 876129, + "TP": 0, + "n_pred": 31, + "n_ref": 0 + }, + "8": { + "Dice": 0.9473684210526315, + "FN": 0, + "FP": 1, + "IoU": 0.9, + "TN": 876150, + "TP": 9, + "n_pred": 10, + "n_ref": 9 + }, + "9": { + "Dice": 0.7803795316842969, + "FN": 3115, + "FP": 7868, + "IoU": 0.639854407135362, + "TN": 845664, + "TP": 19513, + "n_pred": 27381, + "n_ref": 22628 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0033.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0033.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9657188174912339, + "FN": 3584, + "FP": 3289, + "IoU": 0.9337101301106278, + "TN": 597247, + "TP": 96808, + "n_pred": 100097, + "n_ref": 100392 + }, + "10": { + "Dice": 0.6849231705461737, + "FN": 1423, + "FP": 648, + "IoU": 0.520823692734845, + "TN": 696606, + "TP": 2251, + "n_pred": 2899, + "n_ref": 3674 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9552163618961261, + "FN": 848, + "FP": 1819, + "IoU": 0.9142719382835102, + "TN": 669818, + "TP": 28443, + "n_pred": 30262, + "n_ref": 29291 + }, + "15": { + "Dice": 0.8402848863194013, + "FN": 14735, + "FP": 7421, + "IoU": 0.7245614689391962, + "TN": 620489, + "TP": 58283, + "n_pred": 65704, + "n_ref": 73018 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9069412662090007, + "FN": 814, + "FP": 2358, + "IoU": 0.8297278436845779, + "TN": 682299, + "TP": 15457, + "n_pred": 17815, + "n_ref": 16271 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9675666953528399, + "FN": 3250, + "FP": 1574, + "IoU": 0.9371711383172702, + "TN": 624148, + "TP": 71956, + "n_pred": 73530, + "n_ref": 75206 + }, + "7": { + "Dice": 0.9647068210750801, + "FN": 7362, + "FP": 2369, + "IoU": 0.9318199334384305, + "TN": 558203, + "TP": 132994, + "n_pred": 135363, + "n_ref": 140356 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0066.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0066.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 525695, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "10": { + "Dice": 0.8063211261528505, + "FN": 1638, + "FP": 1953, + "IoU": 0.6754924995481656, + "TN": 514630, + "TP": 7475, + "n_pred": 9428, + "n_ref": 9113 + }, + "11": { + "Dice": 0.7829483695652174, + "FN": 250, + "FP": 1028, + "IoU": 0.6433156572704437, + "TN": 522113, + "TP": 2305, + "n_pred": 3333, + "n_ref": 2555 + }, + "12": { + "Dice": 0.8062930186823992, + "FN": 543, + "FP": 639, + "IoU": 0.6754530477759473, + "TN": 522054, + "TP": 2460, + "n_pred": 3099, + "n_ref": 3003 + }, + "13": { + "Dice": 0.8075681187333598, + "FN": 1630, + "FP": 1767, + "IoU": 0.6772446555819478, + "TN": 515171, + "TP": 7128, + "n_pred": 8895, + "n_ref": 8758 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.968246610267702, + "FN": 1139, + "FP": 505, + "IoU": 0.9384477142536224, + "TN": 498987, + "TP": 25065, + "n_pred": 25570, + "n_ref": 26204 + }, + "3": { + "Dice": 0.9431152036631696, + "FN": 585, + "FP": 1676, + "IoU": 0.8923538373643115, + "TN": 504692, + "TP": 18743, + "n_pred": 20419, + "n_ref": 19328 + }, + "4": { + "Dice": 0.782981000802783, + "FN": 506, + "FP": 305, + "IoU": 0.6433597185576078, + "TN": 523422, + "TP": 1463, + "n_pred": 1768, + "n_ref": 1969 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9410134782981587, + "FN": 1818, + "FP": 7123, + "IoU": 0.8885981634458441, + "TN": 445437, + "TP": 71318, + "n_pred": 78441, + "n_ref": 73136 + }, + "7": { + "Dice": 0.9715739538661269, + "FN": 7297, + "FP": 1943, + "IoU": 0.9447193189228643, + "TN": 358549, + "TP": 157907, + "n_pred": 159850, + "n_ref": 165204 + }, + "8": { + "Dice": 0.9319976883066846, + "FN": 810, + "FP": 249, + "IoU": 0.8726551226551227, + "TN": 517380, + "TP": 7257, + "n_pred": 7506, + "n_ref": 8067 + }, + "9": { + "Dice": 0.9104698672114403, + "FN": 1457, + "FP": 2049, + "IoU": 0.8356536820887827, + "TN": 504363, + "TP": 17827, + "n_pred": 19876, + "n_ref": 19284 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0086.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0086.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9468401241497721, + "FN": 191, + "FP": 614, + "IoU": 0.899046902432907, + "TN": 517722, + "TP": 7169, + "n_pred": 7783, + "n_ref": 7360 + }, + "10": { + "Dice": 0.8907563025210085, + "FN": 1184, + "FP": 324, + "IoU": 0.803030303030303, + "TN": 518040, + "TP": 6148, + "n_pred": 6472, + "n_ref": 7332 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8107694661159554, + "FN": 934, + "FP": 303, + "IoU": 0.6817597118600464, + "TN": 521809, + "TP": 2650, + "n_pred": 2953, + "n_ref": 3584 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.275103021978022, + "FN": 19129, + "FP": 23089, + "IoU": 0.15948953791634315, + "TN": 475467, + "TP": 8011, + "n_pred": 31100, + "n_ref": 27140 + }, + "15": { + "Dice": 0.8200902255639098, + "FN": 294, + "FP": 20643, + "IoU": 0.6950448613376835, + "TN": 457040, + "TP": 47719, + "n_pred": 68362, + "n_ref": 48013 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9763910102552913, + "FN": 178, + "FP": 363, + "IoU": 0.9538710777626194, + "TN": 513968, + "TP": 11187, + "n_pred": 11550, + "n_ref": 11365 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7731011127237543, + "FN": 61, + "FP": 408, + "IoU": 0.6301261829652997, + "TN": 524428, + "TP": 799, + "n_pred": 1207, + "n_ref": 860 + }, + "6": { + "Dice": 0.7242798353909465, + "FN": 468, + "FP": 1, + "IoU": 0.567741935483871, + "TN": 524611, + "TP": 616, + "n_pred": 617, + "n_ref": 1084 + }, + "7": { + "Dice": 0.9548218940052129, + "FN": 1938, + "FP": 1182, + "IoU": 0.913549459684123, + "TN": 489606, + "TP": 32970, + "n_pred": 34152, + "n_ref": 34908 + }, + "8": { + "Dice": 0.9502851885924563, + "FN": 153, + "FP": 1198, + "IoU": 0.9052793942368366, + "TN": 511433, + "TP": 12912, + "n_pred": 14110, + "n_ref": 13065 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0109.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0109.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9330454052098408, + "FN": 3253, + "FP": 2669, + "IoU": 0.8744940129278372, + "TN": 1880367, + "TP": 41263, + "n_pred": 43932, + "n_ref": 44516 + }, + "11": { + "Dice": 0.8484520458973804, + "FN": 1037, + "FP": 363, + "IoU": 0.7367926301936454, + "TN": 1922233, + "TP": 3919, + "n_pred": 4282, + "n_ref": 4956 + }, + "12": { + "Dice": 0.8528864059590316, + "FN": 1177, + "FP": 245, + "IoU": 0.7435064935064936, + "TN": 1922008, + "TP": 4122, + "n_pred": 4367, + "n_ref": 5299 + }, + "13": { + "Dice": 0.9086322056047625, + "FN": 4294, + "FP": 740, + "IoU": 0.8325627806419424, + "TN": 1897487, + "TP": 25031, + "n_pred": 25771, + "n_ref": 29325 + }, + "14": { + "Dice": 0.8922000587465619, + "FN": 2054, + "FP": 1983, + "IoU": 0.8053801282360314, + "TN": 1906809, + "TP": 16706, + "n_pred": 18689, + "n_ref": 18760 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7944310709961263, + "FN": 41735, + "FP": 878, + "IoU": 0.6589677718822278, + "TN": 1802599, + "TP": 82340, + "n_pred": 83218, + "n_ref": 124075 + }, + "3": { + "Dice": 0.33082733684172844, + "FN": 420, + "FP": 36964, + "IoU": 0.19819839142091153, + "TN": 1880927, + "TP": 9241, + "n_pred": 46205, + "n_ref": 9661 + }, + "4": { + "Dice": 0.842479139404857, + "FN": 2958, + "FP": 6311, + "IoU": 0.7278306319003993, + "TN": 1893496, + "TP": 24787, + "n_pred": 31098, + "n_ref": 27745 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9772711926797341, + "FN": 4052, + "FP": 6383, + "IoU": 0.9555526212665906, + "TN": 1692780, + "TP": 224337, + "n_pred": 230720, + "n_ref": 228389 + }, + "7": { + "Dice": 0.7070076592297888, + "FN": 16844, + "FP": 56947, + "IoU": 0.5467995725393374, + "TN": 1764730, + "TP": 89031, + "n_pred": 145978, + "n_ref": 105875 + }, + "8": { + "Dice": 0.8840669559826411, + "FN": 32, + "FP": 155, + "IoU": 0.7922222222222223, + "TN": 1926652, + "TP": 713, + "n_pred": 868, + "n_ref": 745 + }, + "9": { + "Dice": 0.9020342612419701, + "FN": 2614, + "FP": 1046, + "IoU": 0.8215504631886884, + "TN": 1907042, + "TP": 16850, + "n_pred": 17896, + "n_ref": 19464 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0131.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0131.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7353230199062245, + "FN": 829, + "FP": 8598, + "IoU": 0.5814314892105497, + "TN": 503174, + "TP": 13095, + "n_pred": 21693, + "n_ref": 13924 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7532639476297305, + "FN": 10266, + "FP": 3152, + "IoU": 0.6041887905604719, + "TN": 491796, + "TP": 20482, + "n_pred": 23634, + "n_ref": 30748 + }, + "14": { + "Dice": 0.2564874012786762, + "FN": 20, + "FP": 1957, + "IoU": 0.1471095772217429, + "TN": 523378, + "TP": 341, + "n_pred": 2298, + "n_ref": 361 + }, + "15": { + "Dice": 0.9161871934243669, + "FN": 6562, + "FP": 9243, + "IoU": 0.845337117134749, + "TN": 423506, + "TP": 86385, + "n_pred": 95628, + "n_ref": 92947 + }, + "2": { + "Dice": 0.7976366322008862, + "FN": 2, + "FP": 135, + "IoU": 0.6633906633906634, + "TN": 525289, + "TP": 270, + "n_pred": 405, + "n_ref": 272 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9469786007317884, + "FN": 1758, + "FP": 633, + "IoU": 0.8992966347976246, + "TN": 501953, + "TP": 21352, + "n_pred": 21985, + "n_ref": 23110 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.936543995153718, + "FN": 765, + "FP": 911, + "IoU": 0.8806607804044432, + "TN": 511652, + "TP": 12368, + "n_pred": 13279, + "n_ref": 13133 + }, + "7": { + "Dice": 0.8877629884070416, + "FN": 2259, + "FP": 1662, + "IoU": 0.7981778875849289, + "TN": 506268, + "TP": 15507, + "n_pred": 17169, + "n_ref": 17766 + }, + "8": { + "Dice": 0.9290281905791228, + "FN": 141, + "FP": 1435, + "IoU": 0.8674627869817509, + "TN": 513805, + "TP": 10315, + "n_pred": 11750, + "n_ref": 10456 + }, + "9": { + "Dice": 0.9365710912031214, + "FN": 1693, + "FP": 778, + "IoU": 0.8807086994303369, + "TN": 504982, + "TP": 18243, + "n_pred": 19021, + "n_ref": 19936 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0133.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0133.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0170.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0170.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8110732492380173, + "FN": 17505, + "FP": 3508, + "IoU": 0.6821894189176926, + "TN": 2912826, + "TP": 45105, + "n_pred": 48613, + "n_ref": 62610 + }, + "10": { + "Dice": 0.7732744975778215, + "FN": 177, + "FP": 4550, + "IoU": 0.6303565842977792, + "TN": 2966156, + "TP": 8061, + "n_pred": 12611, + "n_ref": 8238 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6798160858266142, + "FN": 19551, + "FP": 4474, + "IoU": 0.5149404401372906, + "TN": 2929414, + "TP": 25505, + "n_pred": 29979, + "n_ref": 45056 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 87568, + "IoU": 0.0, + "TN": 2891376, + "TP": 0, + "n_pred": 87568, + "n_ref": 0 + }, + "15": { + "Dice": 0.19097104791186267, + "FN": 313, + "FP": 78628, + "IoU": 0.10556550114437219, + "TN": 2890686, + "TP": 9317, + "n_pred": 87945, + "n_ref": 9630 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.12489040428641013, + "FN": 1, + "FP": 8982, + "IoU": 0.0666043225270158, + "TN": 2969320, + "TP": 641, + "n_pred": 9623, + "n_ref": 642 + }, + "4": { + "Dice": 0.7407354182758806, + "FN": 485, + "FP": 13948, + "IoU": 0.5882285812102365, + "TN": 2943893, + "TP": 20618, + "n_pred": 34566, + "n_ref": 21103 + }, + "5": { + "Dice": 0.6710278216031093, + "FN": 2033, + "FP": 6516, + "IoU": 0.5049223998146861, + "TN": 2961676, + "TP": 8719, + "n_pred": 15235, + "n_ref": 10752 + }, + "6": { + "Dice": 0.9147228938510407, + "FN": 16120, + "FP": 41440, + "IoU": 0.8428473139886641, + "TN": 2612676, + "TP": 308708, + "n_pred": 350148, + "n_ref": 324828 + }, + "7": { + "Dice": 0.5922514167954662, + "FN": 18167, + "FP": 21405, + "IoU": 0.42070823147077335, + "TN": 2910633, + "TP": 28739, + "n_pred": 50144, + "n_ref": 46906 + }, + "8": { + "Dice": 0.5864637718069527, + "FN": 765, + "FP": 25215, + "IoU": 0.41489122111616594, + "TN": 2934542, + "TP": 18422, + "n_pred": 43637, + "n_ref": 19187 + }, + "9": { + "Dice": 0.5660377358490566, + "FN": 1010, + "FP": 393, + "IoU": 0.39473684210526316, + "TN": 2976626, + "TP": 915, + "n_pred": 1308, + "n_ref": 1925 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0171.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0171.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9737617619687726, + "FN": 1274, + "FP": 2786, + "IoU": 0.9488652107105973, + "TN": 1147226, + "TP": 75338, + "n_pred": 78124, + "n_ref": 76612 + }, + "10": { + "Dice": 0.8507373625436877, + "FN": 1495, + "FP": 256, + "IoU": 0.7402462542649458, + "TN": 1219883, + "TP": 4990, + "n_pred": 5246, + "n_ref": 6485 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5968872169359003, + "FN": 4560, + "FP": 905, + "IoU": 0.4254021659131532, + "TN": 1217113, + "TP": 4046, + "n_pred": 4951, + "n_ref": 8606 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 25718, + "IoU": 0.0, + "TN": 1200906, + "TP": 0, + "n_pred": 25718, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 1226623, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "3": { + "Dice": 0.9827801347641627, + "FN": 1356, + "FP": 2025, + "IoU": 0.9661432777232581, + "TN": 1126762, + "TP": 96481, + "n_pred": 98506, + "n_ref": 97837 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0028259186610369936, + "FN": 149, + "FP": 419763, + "IoU": 0.0014149586094880703, + "TN": 806117, + "TP": 595, + "n_pred": 420358, + "n_ref": 744 + }, + "8": { + "Dice": 0.9631381276950898, + "FN": 123, + "FP": 407, + "IoU": 0.92889723638315, + "TN": 1219170, + "TP": 6924, + "n_pred": 7331, + "n_ref": 7047 + }, + "9": { + "Dice": 0.835030549898167, + "FN": 48, + "FP": 33, + "IoU": 0.7167832167832168, + "TN": 1226338, + "TP": 205, + "n_pred": 238, + "n_ref": 253 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0184.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0184.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 700927, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9718981759871718, + "FN": 433, + "FP": 1670, + "IoU": 0.9453326054745379, + "TN": 662459, + "TP": 36366, + "n_pred": 38036, + "n_ref": 36799 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9388338369995549, + "FN": 6159, + "FP": 1674, + "IoU": 0.8847189721400504, + "TN": 632981, + "TP": 60114, + "n_pred": 61788, + "n_ref": 66273 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9797189548038132, + "FN": 1047, + "FP": 7067, + "IoU": 0.9602441988084038, + "TN": 496832, + "TP": 195982, + "n_pred": 203049, + "n_ref": 197029 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0215.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0215.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9190736403851157, + "FN": 118, + "FP": 193, + "IoU": 0.8502648050072219, + "TN": 1224547, + "TP": 1766, + "n_pred": 1959, + "n_ref": 1884 + }, + "10": { + "Dice": 0.5105377287235339, + "FN": 14596, + "FP": 5493, + "IoU": 0.3427664725512007, + "TN": 1196058, + "TP": 10477, + "n_pred": 15970, + "n_ref": 25073 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6440790566351104, + "FN": 1516, + "FP": 627, + "IoU": 0.47501224889759924, + "TN": 1222542, + "TP": 1939, + "n_pred": 2566, + "n_ref": 3455 + }, + "13": { + "Dice": 0.7019919028340081, + "FN": 12064, + "FP": 6338, + "IoU": 0.5408224373689989, + "TN": 1186548, + "TP": 21674, + "n_pred": 28012, + "n_ref": 33738 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9535020600353149, + "FN": 637, + "FP": 943, + "IoU": 0.9111361079865017, + "TN": 1208844, + "TP": 16200, + "n_pred": 17143, + "n_ref": 16837 + }, + "4": { + "Dice": 0.8807964839895954, + "FN": 382, + "FP": 947, + "IoU": 0.7869850937650265, + "TN": 1220385, + "TP": 4910, + "n_pred": 5857, + "n_ref": 5292 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 1226616, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "6": { + "Dice": 0.9444410986371543, + "FN": 12748, + "FP": 2935, + "IoU": 0.894730836353873, + "TN": 1077644, + "TP": 133297, + "n_pred": 136232, + "n_ref": 146045 + }, + "7": { + "Dice": 0.9332394289893545, + "FN": 29726, + "FP": 7243, + "IoU": 0.8748349483007293, + "TN": 931262, + "TP": 258393, + "n_pred": 265636, + "n_ref": 288119 + }, + "8": { + "Dice": 0.9536047372316803, + "FN": 897, + "FP": 670, + "IoU": 0.9113236375983249, + "TN": 1208953, + "TP": 16104, + "n_pred": 16774, + "n_ref": 17001 + }, + "9": { + "Dice": 0.5130163137799375, + "FN": 4949, + "FP": 663, + "IoU": 0.3450046685340803, + "TN": 1218056, + "TP": 2956, + "n_pred": 3619, + "n_ref": 7905 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0235.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0235.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8571592210767468, + "FN": 114, + "FP": 2380, + "IoU": 0.7500250576325549, + "TN": 690951, + "TP": 7483, + "n_pred": 9863, + "n_ref": 7597 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9286997917286521, + "FN": 902, + "FP": 11080, + "IoU": 0.8668903306078919, + "TN": 610912, + "TP": 78034, + "n_pred": 89114, + "n_ref": 78936 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 527, + "IoU": 0.0, + "TN": 700401, + "TP": 0, + "n_pred": 527, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0239.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0239.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0693468130479425, + "FN": 60, + "FP": 11723, + "IoU": 0.03591883488790705, + "TN": 2090562, + "TP": 439, + "n_pred": 12162, + "n_ref": 499 + }, + "10": { + "Dice": 0.10104779675613607, + "FN": 1529, + "FP": 4734, + "IoU": 0.053212396069538925, + "TN": 2096169, + "TP": 352, + "n_pred": 5086, + "n_ref": 1881 + }, + "11": { + "Dice": 0.7547892720306514, + "FN": 947, + "FP": 845, + "IoU": 0.6061538461538462, + "TN": 2098234, + "TP": 2758, + "n_pred": 3603, + "n_ref": 3705 + }, + "12": { + "Dice": 0.8260869565217391, + "FN": 2, + "FP": 126, + "IoU": 0.7037037037037037, + "TN": 2102352, + "TP": 304, + "n_pred": 430, + "n_ref": 306 + }, + "13": { + "Dice": 0.910140636565507, + "FN": 222, + "FP": 385, + "IoU": 0.8350991578375442, + "TN": 2099103, + "TP": 3074, + "n_pred": 3459, + "n_ref": 3296 + }, + "14": { + "Dice": 0.6883230904302019, + "FN": 777, + "FP": 998, + "IoU": 0.5247657295850067, + "TN": 2099049, + "TP": 1960, + "n_pred": 2958, + "n_ref": 2737 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 1640, + "IoU": 0.0, + "TN": 2101144, + "TP": 0, + "n_pred": 1640, + "n_ref": 0 + }, + "2": { + "Dice": 0.9479847843740651, + "FN": 1240, + "FP": 1194, + "IoU": 0.9011131876168035, + "TN": 2078170, + "TP": 22180, + "n_pred": 23374, + "n_ref": 23420 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 2102776, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6043125175021002, + "FN": 8892, + "FP": 2412, + "IoU": 0.43298555377207065, + "TN": 2082848, + "TP": 8632, + "n_pred": 11044, + "n_ref": 17524 + }, + "6": { + "Dice": 0.9671939074399531, + "FN": 3896, + "FP": 5960, + "IoU": 0.9364719228587635, + "TN": 1947640, + "TP": 145288, + "n_pred": 151248, + "n_ref": 149184 + }, + "7": { + "Dice": 0.7687090210264527, + "FN": 16176, + "FP": 19629, + "IoU": 0.6243114212265883, + "TN": 2007479, + "TP": 59500, + "n_pred": 79129, + "n_ref": 75676 + }, + "8": { + "Dice": 0.80649303088999, + "FN": 41458, + "FP": 2399, + "IoU": 0.6757338262476895, + "TN": 1967534, + "TP": 91393, + "n_pred": 93792, + "n_ref": 132851 + }, + "9": { + "Dice": 0.8997673406851154, + "FN": 2485, + "FP": 2814, + "IoU": 0.8177973386514459, + "TN": 2073701, + "TP": 23784, + "n_pred": 26598, + "n_ref": 26269 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0245.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0245.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9749296495267332, + "FN": 1102, + "FP": 4582, + "IoU": 0.9510856001996506, + "TN": 1110421, + "TP": 110519, + "n_pred": 115101, + "n_ref": 111621 + }, + "10": { + "Dice": 0.9092569709342933, + "FN": 4555, + "FP": 5579, + "IoU": 0.8336124519751749, + "TN": 1165718, + "TP": 50772, + "n_pred": 56351, + "n_ref": 55327 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5475841874084919, + "FN": 59, + "FP": 1486, + "IoU": 0.37701612903225806, + "TN": 1224144, + "TP": 935, + "n_pred": 2421, + "n_ref": 994 + }, + "13": { + "Dice": 0.7563539177138745, + "FN": 3876, + "FP": 5605, + "IoU": 0.6081745670950944, + "TN": 1202427, + "TP": 14716, + "n_pred": 20321, + "n_ref": 18592 + }, + "14": { + "Dice": 0.8238470769758272, + "FN": 1851, + "FP": 2259, + "IoU": 0.7004591502077108, + "TN": 1212903, + "TP": 9611, + "n_pred": 11870, + "n_ref": 11462 + }, + "15": { + "Dice": 0.8930945589857615, + "FN": 6865, + "FP": 11838, + "IoU": 0.8068390721500424, + "TN": 1129798, + "TP": 78123, + "n_pred": 89961, + "n_ref": 84988 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.940064308681672, + "FN": 3634, + "FP": 4754, + "IoU": 0.8869069287707803, + "TN": 1152455, + "TP": 65781, + "n_pred": 70535, + "n_ref": 69415 + }, + "4": { + "Dice": 0.8960195584078233, + "FN": 272, + "FP": 2450, + "IoU": 0.8116262975778546, + "TN": 1212174, + "TP": 11728, + "n_pred": 14178, + "n_ref": 12000 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 25, + "IoU": 0.0, + "TN": 1226599, + "TP": 0, + "n_pred": 25, + "n_ref": 0 + }, + "6": { + "Dice": 0.9518728399519539, + "FN": 4076, + "FP": 2455, + "IoU": 0.908165417551359, + "TN": 1155507, + "TP": 64586, + "n_pred": 67041, + "n_ref": 68662 + }, + "7": { + "Dice": 0.9719288553370903, + "FN": 14465, + "FP": 2506, + "IoU": 0.9453906574294255, + "TN": 915853, + "TP": 293800, + "n_pred": 296306, + "n_ref": 308265 + }, + "8": { + "Dice": 0.9508421196768452, + "FN": 126, + "FP": 592, + "IoU": 0.9062907856956408, + "TN": 1218962, + "TP": 6944, + "n_pred": 7536, + "n_ref": 7070 + }, + "9": { + "Dice": 0.9454402206027182, + "FN": 276, + "FP": 555, + "IoU": 0.8965259618976467, + "TN": 1218593, + "TP": 7200, + "n_pred": 7755, + "n_ref": 7476 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0259.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0259.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9652012029213805, + "FN": 108, + "FP": 135, + "IoU": 0.93274287295876, + "TN": 697315, + "TP": 3370, + "n_pred": 3505, + "n_ref": 3478 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8757053929838851, + "FN": 2131, + "FP": 6415, + "IoU": 0.7788931722335773, + "TN": 662277, + "TP": 30105, + "n_pred": 36520, + "n_ref": 32236 + }, + "15": { + "Dice": 0.8477996081131176, + "FN": 579, + "FP": 5169, + "IoU": 0.7358091648664797, + "TN": 679171, + "TP": 16009, + "n_pred": 21178, + "n_ref": 16588 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.9133512671669263, + "FN": 588, + "FP": 636, + "IoU": 0.8405211726384365, + "TN": 693253, + "TP": 6451, + "n_pred": 7087, + "n_ref": 7039 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9405727681331968, + "FN": 3552, + "FP": 2887, + "IoU": 0.8878125272236258, + "TN": 643533, + "TP": 50956, + "n_pred": 53843, + "n_ref": 54508 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0299.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0299.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.830374614615742, + "FN": 21614, + "FP": 14533, + "IoU": 0.7099492068077321, + "TN": 1452465, + "TP": 88476, + "n_pred": 103009, + "n_ref": 110090 + }, + "11": { + "Dice": 0.7703542051368139, + "FN": 2129, + "FP": 607, + "IoU": 0.6264846416382253, + "TN": 1569763, + "TP": 4589, + "n_pred": 5196, + "n_ref": 6718 + }, + "12": { + "Dice": 0.551394422310757, + "FN": 1386, + "FP": 303, + "IoU": 0.38063806380638066, + "TN": 1574361, + "TP": 1038, + "n_pred": 1341, + "n_ref": 2424 + }, + "13": { + "Dice": 0.6998781386592333, + "FN": 39159, + "FP": 1970, + "IoU": 0.5383173373744177, + "TN": 1488003, + "TP": 47956, + "n_pred": 49926, + "n_ref": 87115 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9755348993342232, + "FN": 1138, + "FP": 1923, + "IoU": 0.9522382936229307, + "TN": 1512999, + "TP": 61028, + "n_pred": 62951, + "n_ref": 62166 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.6093303327048233, + "FN": 385, + "FP": 6038, + "IoU": 0.43815605318404477, + "TN": 1565656, + "TP": 5009, + "n_pred": 11047, + "n_ref": 5394 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9655923453051701, + "FN": 2834, + "FP": 8256, + "IoU": 0.9334737044168901, + "TN": 1410387, + "TP": 155611, + "n_pred": 163867, + "n_ref": 158445 + }, + "7": { + "Dice": 0.8850727450600846, + "FN": 4441, + "FP": 39495, + "IoU": 0.7938390071088379, + "TN": 1363973, + "TP": 169179, + "n_pred": 208674, + "n_ref": 173620 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9250661181310609, + "FN": 222, + "FP": 543, + "IoU": 0.8605795516675779, + "TN": 1571601, + "TP": 4722, + "n_pred": 5265, + "n_ref": 4944 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0307.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0307.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9186708881082505, + "FN": 2806, + "FP": 22522, + "IoU": 0.8495756546321648, + "TN": 1583943, + "TP": 143049, + "n_pred": 165571, + "n_ref": 145855 + }, + "10": { + "Dice": 0.06410835214446953, + "FN": 472, + "FP": 1601, + "IoU": 0.03311567164179104, + "TN": 1750176, + "TP": 71, + "n_pred": 1672, + "n_ref": 543 + }, + "11": { + "Dice": 0.5468164794007491, + "FN": 279, + "FP": 84, + "IoU": 0.37628865979381443, + "TN": 1751738, + "TP": 219, + "n_pred": 303, + "n_ref": 498 + }, + "12": { + "Dice": 0.6212293036969835, + "FN": 3047, + "FP": 293, + "IoU": 0.45056752755387397, + "TN": 1746241, + "TP": 2739, + "n_pred": 3032, + "n_ref": 5786 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 1752316, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "14": { + "Dice": 0.932477116978962, + "FN": 4011, + "FP": 1625, + "IoU": 0.8734961393427905, + "TN": 1707768, + "TP": 38916, + "n_pred": 40541, + "n_ref": 42927 + }, + "15": { + "Dice": 0.3753898844107394, + "FN": 9699, + "FP": 514, + "IoU": 0.2310645987050143, + "TN": 1739038, + "TP": 3069, + "n_pred": 3583, + "n_ref": 12768 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.949960087806825, + "FN": 1116, + "FP": 890, + "IoU": 0.9046895044424383, + "TN": 1731273, + "TP": 19041, + "n_pred": 19931, + "n_ref": 20157 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.10229887100742963, + "FN": 959465, + "FP": 24, + "IoU": 0.05390673454556928, + "TN": 738161, + "TP": 54670, + "n_pred": 54694, + "n_ref": 1014135 + }, + "7": { + "Dice": 0.4585919205050352, + "FN": 52983, + "FP": 7822, + "IoU": 0.2975149323567129, + "TN": 1665763, + "TP": 25752, + "n_pred": 33574, + "n_ref": 78735 + }, + "8": { + "Dice": 0.9719309938222552, + "FN": 642, + "FP": 453, + "IoU": 0.945394704034309, + "TN": 1732267, + "TP": 18958, + "n_pred": 19411, + "n_ref": 19600 + }, + "9": { + "Dice": 0.4403033029173628, + "FN": 2515, + "FP": 1840, + "IoU": 0.28230059327620305, + "TN": 1746252, + "TP": 1713, + "n_pred": 3553, + "n_ref": 4228 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0317.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0317.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8140742633383444, + "FN": 31490, + "FP": 31090, + "IoU": 0.6864462404112575, + "TN": 2779361, + "TP": 137003, + "n_pred": 168093, + "n_ref": 168493 + }, + "10": { + "Dice": 0.4030807236794304, + "FN": 33200, + "FP": 7877, + "IoU": 0.2524114585229134, + "TN": 2923998, + "TP": 13869, + "n_pred": 21746, + "n_ref": 47069 + }, + "11": { + "Dice": 0.07884267631103074, + "FN": 1076, + "FP": 1471, + "IoU": 0.04103915662650602, + "TN": 2976288, + "TP": 109, + "n_pred": 1580, + "n_ref": 1185 + }, + "12": { + "Dice": 0.585187887632251, + "FN": 387, + "FP": 3024, + "IoU": 0.4136152656008252, + "TN": 2973127, + "TP": 2406, + "n_pred": 5430, + "n_ref": 2793 + }, + "13": { + "Dice": 0.4241181088404366, + "FN": 14165, + "FP": 8576, + "IoU": 0.26913064438373774, + "TN": 2947829, + "TP": 8374, + "n_pred": 16950, + "n_ref": 22539 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.22192182786304215, + "FN": 141081, + "FP": 516, + "IoU": 0.12480993880956796, + "TN": 2817154, + "TP": 20193, + "n_pred": 20709, + "n_ref": 161274 + }, + "3": { + "Dice": 0.24089561209042304, + "FN": 1126, + "FP": 266642, + "IoU": 0.1369421927124462, + "TN": 2668689, + "TP": 42487, + "n_pred": 309129, + "n_ref": 43613 + }, + "4": { + "Dice": 0.029144454457971192, + "FN": 63559, + "FP": 0, + "IoU": 0.014787717204284408, + "TN": 2914431, + "TP": 954, + "n_pred": 954, + "n_ref": 64513 + }, + "5": { + "Dice": 0.7376648754274548, + "FN": 3936, + "FP": 360, + "IoU": 0.5843653250773994, + "TN": 2968608, + "TP": 6040, + "n_pred": 6400, + "n_ref": 9976 + }, + "6": { + "Dice": 0.3662992733854604, + "FN": 596823, + "FP": 10614, + "IoU": 0.22421442765991142, + "TN": 2195948, + "TP": 175559, + "n_pred": 186173, + "n_ref": 772382 + }, + "7": { + "Dice": 0.4319687470119794, + "FN": 18219, + "FP": 23366, + "IoU": 0.2754847814345697, + "TN": 2921547, + "TP": 15812, + "n_pred": 39178, + "n_ref": 34031 + }, + "8": { + "Dice": 0.9737609329446064, + "FN": 1345, + "FP": 932, + "IoU": 0.9488636363636364, + "TN": 2934416, + "TP": 42251, + "n_pred": 43183, + "n_ref": 43596 + }, + "9": { + "Dice": 0.7348606113380544, + "FN": 7699, + "FP": 13006, + "IoU": 0.5808534758492246, + "TN": 2929546, + "TP": 28693, + "n_pred": 41699, + "n_ref": 36392 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0330.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0330.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9163802415791025, + "FN": 1292, + "FP": 2114, + "IoU": 0.8456658661470842, + "TN": 153163, + "TP": 18663, + "n_pred": 20777, + "n_ref": 19955 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8130630630630631, + "FN": 881, + "FP": 613, + "IoU": 0.6850094876660342, + "TN": 170489, + "TP": 3249, + "n_pred": 3862, + "n_ref": 4130 + }, + "13": { + "Dice": 0.28522920203735147, + "FN": 1263, + "FP": 0, + "IoU": 0.16633663366336635, + "TN": 173717, + "TP": 252, + "n_pred": 252, + "n_ref": 1515 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9273196576552099, + "FN": 418, + "FP": 117, + "IoU": 0.8644883485309017, + "TN": 171284, + "TP": 3413, + "n_pred": 3530, + "n_ref": 3831 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.974038603212023, + "FN": 448, + "FP": 433, + "IoU": 0.9493910845588235, + "TN": 157824, + "TP": 16527, + "n_pred": 16960, + "n_ref": 16975 + }, + "8": { + "Dice": 0.9672332036869306, + "FN": 312, + "FP": 303, + "IoU": 0.9365456046223689, + "TN": 165540, + "TP": 9077, + "n_pred": 9380, + "n_ref": 9389 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0332.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0332.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8215568862275449, + "FN": 20, + "FP": 725, + "IoU": 0.6971544715447154, + "TN": 1399396, + "TP": 1715, + "n_pred": 2440, + "n_ref": 1735 + }, + "10": { + "Dice": 0.9031694752466602, + "FN": 905, + "FP": 1313, + "IoU": 0.8234357586371597, + "TN": 1389294, + "TP": 10344, + "n_pred": 11657, + "n_ref": 11249 + }, + "11": { + "Dice": 0.8041898247114151, + "FN": 1157, + "FP": 675, + "IoU": 0.672506256703611, + "TN": 1396262, + "TP": 3762, + "n_pred": 4437, + "n_ref": 4919 + }, + "12": { + "Dice": 0.6856655936375686, + "FN": 325, + "FP": 2995, + "IoU": 0.5216827546463045, + "TN": 1394915, + "TP": 3621, + "n_pred": 6616, + "n_ref": 3946 + }, + "13": { + "Dice": 0.8436935057711028, + "FN": 1895, + "FP": 353, + "IoU": 0.7296452194828623, + "TN": 1393541, + "TP": 6067, + "n_pred": 6420, + "n_ref": 7962 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.6805551793653435, + "FN": 80505, + "FP": 2052, + "IoU": 0.5157890415136834, + "TN": 1231358, + "TP": 87941, + "n_pred": 89993, + "n_ref": 168446 + }, + "3": { + "Dice": 0.6438146964276534, + "FN": 114735, + "FP": 3048, + "IoU": 0.4747247258407624, + "TN": 1177625, + "TP": 106448, + "n_pred": 109496, + "n_ref": 221183 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.860637534592914, + "FN": 1855, + "FP": 2224, + "IoU": 0.7553676382391747, + "TN": 1385182, + "TP": 12595, + "n_pred": 14819, + "n_ref": 14450 + }, + "6": { + "Dice": 0.9415343054131663, + "FN": 17211, + "FP": 6855, + "IoU": 0.889527464355554, + "TN": 1184010, + "TP": 193780, + "n_pred": 200635, + "n_ref": 210991 + }, + "7": { + "Dice": 0.8552367026137817, + "FN": 10086, + "FP": 1002, + "IoU": 0.7470860609931342, + "TN": 1358015, + "TP": 32753, + "n_pred": 33755, + "n_ref": 42839 + }, + "8": { + "Dice": 0.9549521182292986, + "FN": 1952, + "FP": 4629, + "IoU": 0.9137879085609485, + "TN": 1325521, + "TP": 69754, + "n_pred": 74383, + "n_ref": 71706 + }, + "9": { + "Dice": 0.9088990939555666, + "FN": 79, + "FP": 1389, + "IoU": 0.8330110340120578, + "TN": 1393065, + "TP": 7323, + "n_pred": 8712, + "n_ref": 7402 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0351.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0351.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9877461690438576, + "FN": 1386, + "FP": 1895, + "IoU": 0.9757890154002818, + "TN": 3894819, + "TP": 132236, + "n_pred": 134131, + "n_ref": 133622 + }, + "10": { + "Dice": 0.6561646712875446, + "FN": 998, + "FP": 7187, + "IoU": 0.4882775867458581, + "TN": 4014341, + "TP": 7810, + "n_pred": 14997, + "n_ref": 8808 + }, + "11": { + "Dice": 0.8805460750853242, + "FN": 638, + "FP": 797, + "IoU": 0.7865853658536586, + "TN": 4023612, + "TP": 5289, + "n_pred": 6086, + "n_ref": 5927 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 209, + "IoU": 0.0, + "TN": 4030127, + "TP": 0, + "n_pred": 209, + "n_ref": 0 + }, + "13": { + "Dice": 0.7484229953447373, + "FN": 3314, + "FP": 5819, + "IoU": 0.5979839774628048, + "TN": 4007618, + "TP": 13585, + "n_pred": 19404, + "n_ref": 16899 + }, + "14": { + "Dice": 0.09087556068483861, + "FN": 4359, + "FP": 72052, + "IoU": 0.047600648136607256, + "TN": 3950106, + "TP": 3819, + "n_pred": 75871, + "n_ref": 8178 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 15074, + "IoU": 0.0, + "TN": 4015262, + "TP": 0, + "n_pred": 15074, + "n_ref": 0 + }, + "2": { + "Dice": 0.9765883708676225, + "FN": 2449, + "FP": 3016, + "IoU": 0.9542478735516711, + "TN": 3910888, + "TP": 113983, + "n_pred": 116999, + "n_ref": 116432 + }, + "3": { + "Dice": 0.949290060851927, + "FN": 98, + "FP": 27, + "IoU": 0.9034749034749034, + "TN": 4029041, + "TP": 1170, + "n_pred": 1197, + "n_ref": 1268 + }, + "4": { + "Dice": 0.9153448238854666, + "FN": 5315, + "FP": 2573, + "IoU": 0.8439039835355114, + "TN": 3979803, + "TP": 42645, + "n_pred": 45218, + "n_ref": 47960 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4030336, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9604718778795316, + "FN": 48124, + "FP": 18153, + "IoU": 0.9239498744106365, + "TN": 3158845, + "TP": 805214, + "n_pred": 823367, + "n_ref": 853338 + }, + "7": { + "Dice": 0.7828179546703053, + "FN": 9454, + "FP": 113104, + "IoU": 0.6431395843160549, + "TN": 3686902, + "TP": 220876, + "n_pred": 333980, + "n_ref": 230330 + }, + "8": { + "Dice": 0.9594923320994183, + "FN": 358, + "FP": 25, + "IoU": 0.9221386460662736, + "TN": 4025417, + "TP": 4536, + "n_pred": 4561, + "n_ref": 4894 + }, + "9": { + "Dice": 0.9412135043676714, + "FN": 422, + "FP": 325, + "IoU": 0.8889549576334176, + "TN": 4023609, + "TP": 5980, + "n_pred": 6305, + "n_ref": 6402 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0362.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0362.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8333333333333334, + "FN": 20, + "FP": 0, + "IoU": 0.7142857142857143, + "TN": 1051322, + "TP": 50, + "n_pred": 50, + "n_ref": 70 + }, + "10": { + "Dice": 0.8163205136604862, + "FN": 6779, + "FP": 4435, + "IoU": 0.689646583455567, + "TN": 1015259, + "TP": 24919, + "n_pred": 29354, + "n_ref": 31698 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7695675971538041, + "FN": 74, + "FP": 347, + "IoU": 0.6254448398576512, + "TN": 1050268, + "TP": 703, + "n_pred": 1050, + "n_ref": 777 + }, + "13": { + "Dice": 0.8952702702702703, + "FN": 21, + "FP": 41, + "IoU": 0.8103975535168195, + "TN": 1051065, + "TP": 265, + "n_pred": 306, + "n_ref": 286 + }, + "14": { + "Dice": 0.9700326066295273, + "FN": 3513, + "FP": 4685, + "IoU": 0.9418090445127448, + "TN": 910511, + "TP": 132683, + "n_pred": 137368, + "n_ref": 136196 + }, + "15": { + "Dice": 0.8821358827828295, + "FN": 2056, + "FP": 17620, + "IoU": 0.7891262177542949, + "TN": 958085, + "TP": 73631, + "n_pred": 91251, + "n_ref": 75687 + }, + "2": { + "Dice": 0.9730808794863244, + "FN": 3487, + "FP": 2244, + "IoU": 0.9475730464533363, + "TN": 942078, + "TP": 103583, + "n_pred": 105827, + "n_ref": 107070 + }, + "3": { + "Dice": 0.9606828763579928, + "FN": 147, + "FP": 309, + "IoU": 0.9243404678944749, + "TN": 1045365, + "TP": 5571, + "n_pred": 5880, + "n_ref": 5718 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 39, + "IoU": 0.0, + "TN": 1051353, + "TP": 0, + "n_pred": 39, + "n_ref": 0 + }, + "6": { + "Dice": 0.9370789439458967, + "FN": 1418, + "FP": 5839, + "IoU": 0.8816072826938136, + "TN": 990096, + "TP": 54039, + "n_pred": 59878, + "n_ref": 55457 + }, + "7": { + "Dice": 0.9596704209606339, + "FN": 3525, + "FP": 9534, + "IoU": 0.9224676874484217, + "TN": 882959, + "TP": 155374, + "n_pred": 164908, + "n_ref": 158899 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0374.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0374.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8402930402930403, + "FN": 1880, + "FP": 736, + "IoU": 0.7245735944409349, + "TN": 1742822, + "TP": 6882, + "n_pred": 7618, + "n_ref": 8762 + }, + "10": { + "Dice": 0.8348699430119054, + "FN": 2819, + "FP": 11814, + "IoU": 0.7165465674879901, + "TN": 1700696, + "TP": 36991, + "n_pred": 48805, + "n_ref": 39810 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7151455994794208, + "FN": 640, + "FP": 1111, + "IoU": 0.5565966067358825, + "TN": 1748371, + "TP": 2198, + "n_pred": 3309, + "n_ref": 2838 + }, + "13": { + "Dice": 0.9008885850991114, + "FN": 58, + "FP": 87, + "IoU": 0.8196517412935324, + "TN": 1751516, + "TP": 659, + "n_pred": 746, + "n_ref": 717 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 16846, + "IoU": 0.0, + "TN": 1735474, + "TP": 0, + "n_pred": 16846, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9726121191372817, + "FN": 392, + "FP": 408, + "IoU": 0.9466844385204932, + "TN": 1737315, + "TP": 14205, + "n_pred": 14613, + "n_ref": 14597 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9578933342216596, + "FN": 11410, + "FP": 16398, + "IoU": 0.9191893360611194, + "TN": 1408207, + "TP": 316305, + "n_pred": 332703, + "n_ref": 327715 + }, + "7": { + "Dice": 0.9887204629338902, + "FN": 4899, + "FP": 4046, + "IoU": 0.9776925436485472, + "TN": 1351333, + "TP": 392042, + "n_pred": 396088, + "n_ref": 396941 + }, + "8": { + "Dice": 0.8983822700264562, + "FN": 6406, + "FP": 623, + "IoU": 0.815511811023622, + "TN": 1714220, + "TP": 31071, + "n_pred": 31694, + "n_ref": 37477 + }, + "9": { + "Dice": 0.9159754937739146, + "FN": 626, + "FP": 3173, + "IoU": 0.8449767403901085, + "TN": 1727814, + "TP": 20707, + "n_pred": 23880, + "n_ref": 21333 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0379.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0379.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8399525003298588, + "FN": 940, + "FP": 273, + "IoU": 0.7240673339399454, + "TN": 521300, + "TP": 3183, + "n_pred": 3456, + "n_ref": 4123 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9710748212189134, + "FN": 49, + "FP": 493, + "IoU": 0.9437759336099585, + "TN": 516056, + "TP": 9098, + "n_pred": 9591, + "n_ref": 9147 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9741671120612863, + "FN": 50, + "FP": 95, + "IoU": 0.9496352900312609, + "TN": 522817, + "TP": 2734, + "n_pred": 2829, + "n_ref": 2784 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8518124800680344, + "FN": 833, + "FP": 1955, + "IoU": 0.7418757522451624, + "TN": 514895, + "TP": 8013, + "n_pred": 9968, + "n_ref": 8846 + }, + "6": { + "Dice": 0.8427927927927928, + "FN": 149, + "FP": 549, + "IoU": 0.7282989490073959, + "TN": 523127, + "TP": 1871, + "n_pred": 2420, + "n_ref": 2020 + }, + "7": { + "Dice": 0.9860201256162626, + "FN": 3179, + "FP": 1168, + "IoU": 0.9724257359797522, + "TN": 368049, + "TP": 153300, + "n_pred": 154468, + "n_ref": 156479 + }, + "8": { + "Dice": 0.9744556889554953, + "FN": 863, + "FP": 654, + "IoU": 0.9501838959674241, + "TN": 495244, + "TP": 28935, + "n_pred": 29589, + "n_ref": 29798 + }, + "9": { + "Dice": 0.7991543340380549, + "FN": 92, + "FP": 3, + "IoU": 0.6654929577464789, + "TN": 525412, + "TP": 189, + "n_pred": 192, + "n_ref": 281 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0392.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0392.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9292109059968184, + "FN": 3907, + "FP": 3747, + "IoU": 0.8677814437976127, + "TN": 993503, + "TP": 50235, + "n_pred": 53982, + "n_ref": 54142 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 12, + "IoU": 0.0, + "TN": 1051380, + "TP": 0, + "n_pred": 12, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.879817158931083, + "FN": 1505, + "FP": 1913, + "IoU": 0.7854228137359532, + "TN": 1035463, + "TP": 12511, + "n_pred": 14424, + "n_ref": 14016 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9759126421164106, + "FN": 2277, + "FP": 2545, + "IoU": 0.9529583922735476, + "TN": 948887, + "TP": 97683, + "n_pred": 100228, + "n_ref": 99960 + }, + "3": { + "Dice": 0.9784997564539698, + "FN": 2442, + "FP": 1972, + "IoU": 0.9579045748018731, + "TN": 946535, + "TP": 100443, + "n_pred": 102415, + "n_ref": 102885 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.9129425420777714, + "FN": 713, + "FP": 787, + "IoU": 0.8398291510945008, + "TN": 1042027, + "TP": 7865, + "n_pred": 8652, + "n_ref": 8578 + }, + "6": { + "Dice": 0.6947113673571073, + "FN": 513, + "FP": 3776, + "IoU": 0.5322281601047006, + "TN": 1042223, + "TP": 4880, + "n_pred": 8656, + "n_ref": 5393 + }, + "7": { + "Dice": 0.3290673597955857, + "FN": 1022, + "FP": 59896, + "IoU": 0.19693634074640443, + "TN": 975535, + "TP": 14939, + "n_pred": 74835, + "n_ref": 15961 + }, + "8": { + "Dice": 0.9594514684763326, + "FN": 716, + "FP": 2164, + "IoU": 0.9220631613130192, + "TN": 1014439, + "TP": 34073, + "n_pred": 36237, + "n_ref": 34789 + }, + "9": { + "Dice": 0.9635497985697489, + "FN": 1551, + "FP": 340, + "IoU": 0.9296633810675098, + "TN": 1024507, + "TP": 24994, + "n_pred": 25334, + "n_ref": 26545 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0398.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0398.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9804985268671375, + "FN": 181, + "FP": 236, + "IoU": 0.961743119266055, + "TN": 339564, + "TP": 10483, + "n_pred": 10719, + "n_ref": 10664 + }, + "10": { + "Dice": 0.9185085069168389, + "FN": 1376, + "FP": 674, + "IoU": 0.8492979489818422, + "TN": 336861, + "TP": 11553, + "n_pred": 12227, + "n_ref": 12929 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8578461538461538, + "FN": 56, + "FP": 406, + "IoU": 0.7510775862068966, + "TN": 348608, + "TP": 1394, + "n_pred": 1800, + "n_ref": 1450 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9714682179644554, + "FN": 1995, + "FP": 678, + "IoU": 0.9445193964175264, + "TN": 302285, + "TP": 45506, + "n_pred": 46184, + "n_ref": 47501 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.8578970523537176, + "FN": 491, + "FP": 155, + "IoU": 0.75115562403698, + "TN": 347868, + "TP": 1950, + "n_pred": 2105, + "n_ref": 2441 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0401.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0401.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9593318809005084, + "FN": 214, + "FP": 234, + "IoU": 0.9218422889043963, + "TN": 1746588, + "TP": 5284, + "n_pred": 5518, + "n_ref": 5498 + }, + "10": { + "Dice": 0.923231016751317, + "FN": 4105, + "FP": 5629, + "IoU": 0.8574086281403355, + "TN": 1684055, + "TP": 58531, + "n_pred": 64160, + "n_ref": 62636 + }, + "11": { + "Dice": 0.8313358667056416, + "FN": 235, + "FP": 342, + "IoU": 0.7113556778389195, + "TN": 1750321, + "TP": 1422, + "n_pred": 1764, + "n_ref": 1657 + }, + "12": { + "Dice": 0.8787537862397231, + "FN": 686, + "FP": 715, + "IoU": 0.783729546156221, + "TN": 1745842, + "TP": 5077, + "n_pred": 5792, + "n_ref": 5763 + }, + "13": { + "Dice": 0.9038551730606885, + "FN": 3444, + "FP": 1681, + "IoU": 0.8245764162245421, + "TN": 1723105, + "TP": 24090, + "n_pred": 25771, + "n_ref": 27534 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9768841014577525, + "FN": 1877, + "FP": 4209, + "IoU": 0.9548127468741647, + "TN": 1617636, + "TP": 128598, + "n_pred": 132807, + "n_ref": 130475 + }, + "3": { + "Dice": 0.9602977390994284, + "FN": 2677, + "FP": 886, + "IoU": 0.9236276338070435, + "TN": 1705667, + "TP": 43090, + "n_pred": 43976, + "n_ref": 45767 + }, + "4": { + "Dice": 0.9761752084052681, + "FN": 1212, + "FP": 2652, + "IoU": 0.9534592407014839, + "TN": 1669296, + "TP": 79160, + "n_pred": 81812, + "n_ref": 80372 + }, + "5": { + "Dice": 0.7105263157894737, + "FN": 0, + "FP": 22, + "IoU": 0.5510204081632653, + "TN": 1752271, + "TP": 27, + "n_pred": 49, + "n_ref": 27 + }, + "6": { + "Dice": 0.9779320276755326, + "FN": 16030, + "FP": 8641, + "IoU": 0.9568170162415348, + "TN": 1181007, + "TP": 546642, + "n_pred": 555283, + "n_ref": 562672 + }, + "7": { + "Dice": 0.9424740437008694, + "FN": 1024, + "FP": 4223, + "IoU": 0.8912065354869477, + "TN": 1704091, + "TP": 42982, + "n_pred": 47205, + "n_ref": 44006 + }, + "8": { + "Dice": 0.9272605113334984, + "FN": 1032, + "FP": 1025, + "IoU": 0.8643855485232067, + "TN": 1737152, + "TP": 13111, + "n_pred": 14136, + "n_ref": 14143 + }, + "9": { + "Dice": 0.8867054628908652, + "FN": 5122, + "FP": 5936, + "IoU": 0.7964697870460694, + "TN": 1697989, + "TP": 43273, + "n_pred": 49209, + "n_ref": 48395 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0403.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0403.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": 0.7068986461879864, + "FN": 2477.9444444444443, + "FP": 4728.526666666668, + "IoU": 0.6242362944667338, + "TN": 1042673.3155555555, + "TP": 24876.479999999996, + "n_pred": 29605.006666666664, + "n_ref": 27354.424444444445 + }, + "mean": { + "1": { + "Dice": 0.8223328091040801, + "FN": 1252.8666666666666, + "FP": 3204.6, + "IoU": 0.7580664023436553, + "TN": 1039075.6, + "TP": 31223.2, + "n_pred": 34427.8, + "n_ref": 32476.066666666666 + }, + "10": { + "Dice": 0.7277306318562011, + "FN": 4583.233333333334, + "FP": 4776.066666666667, + "IoU": 0.6152660692938868, + "TN": 1048183.1333333333, + "TP": 17213.833333333332, + "n_pred": 21989.9, + "n_ref": 21797.066666666666 + }, + "11": { + "Dice": 0.4763212692111464, + "FN": 435.06666666666666, + "FP": 382.46666666666664, + "IoU": 0.35731303696002725, + "TN": 1073152.3666666667, + "TP": 786.3666666666667, + "n_pred": 1168.8333333333333, + "n_ref": 1221.4333333333334 + }, + "12": { + "Dice": 0.45996989171181873, + "FN": 457.7, + "FP": 123.8, + "IoU": 0.3615851321931381, + "TN": 1073477.2, + "TP": 697.5666666666667, + "n_pred": 821.3666666666667, + "n_ref": 1155.2666666666667 + }, + "13": { + "Dice": 0.5952015483674102, + "FN": 4136.3, + "FP": 3726.866666666667, + "IoU": 0.4905645641895419, + "TN": 1056297.0666666667, + "TP": 10596.033333333333, + "n_pred": 14322.9, + "n_ref": 14732.333333333334 + }, + "14": { + "Dice": 0.7849896504400542, + "FN": 2092.6, + "FP": 8406.466666666667, + "IoU": 0.6985452187839308, + "TN": 1041056.1666666666, + "TP": 23201.033333333333, + "n_pred": 31607.5, + "n_ref": 25293.633333333335 + }, + "15": { + "Dice": 0.5871790689032753, + "FN": 1639.6, + "FP": 1788.7333333333333, + "IoU": 0.5095480143985021, + "TN": 1053635.9, + "TP": 17692.033333333333, + "n_pred": 19480.766666666666, + "n_ref": 19331.633333333335 + }, + "2": { + "Dice": 0.8670522202529416, + "FN": 2181.4, + "FP": 4216.4, + "IoU": 0.8052504531846142, + "TN": 1033196.2333333333, + "TP": 35162.23333333333, + "n_pred": 39378.63333333333, + "n_ref": 37343.63333333333 + }, + "3": { + "Dice": 0.7651485665282075, + "FN": 1196.5333333333333, + "FP": 5323.566666666667, + "IoU": 0.7169944604164962, + "TN": 1039750.1666666666, + "TP": 28486.0, + "n_pred": 33809.566666666666, + "n_ref": 29682.533333333333 + }, + "4": { + "Dice": 0.4595994765979281, + "FN": 553.5333333333333, + "FP": 1235.7, + "IoU": 0.4039218680839625, + "TN": 1067524.1666666667, + "TP": 5442.866666666667, + "n_pred": 6678.566666666667, + "n_ref": 5996.4 + }, + "5": { + "Dice": 0.6896589067328046, + "FN": 1082.9333333333334, + "FP": 1042.7666666666667, + "IoU": 0.571105951886933, + "TN": 1068756.5333333334, + "TP": 3874.0333333333333, + "n_pred": 4916.8, + "n_ref": 4956.966666666666 + }, + "6": { + "Dice": 0.9245164587939876, + "FN": 4718.7, + "FP": 6795.266666666666, + "IoU": 0.8712130235943486, + "TN": 960954.0, + "TP": 102288.3, + "n_pred": 109083.56666666667, + "n_ref": 107007.0 + }, + "7": { + "Dice": 0.756464212344198, + "FN": 9195.0, + "FP": 26617.166666666668, + "IoU": 0.6759223741136288, + "TN": 976462.6, + "TP": 62481.5, + "n_pred": 89098.66666666667, + "n_ref": 71676.5 + }, + "8": { + "Dice": 0.87166836237336, + "FN": 1310.3, + "FP": 1139.4666666666667, + "IoU": 0.8172329008554191, + "TN": 1048523.5, + "TP": 23783.0, + "n_pred": 24922.466666666667, + "n_ref": 25093.3 + }, + "9": { + "Dice": 0.8156466196023825, + "FN": 2333.4, + "FP": 2148.5666666666666, + "IoU": 0.7110149467029231, + "TN": 1060055.1, + "TP": 10219.2, + "n_pred": 12367.766666666666, + "n_ref": 12552.6 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9893059447573855, + "FN": 2214, + "FP": 1171, + "IoU": 0.9788381950261944, + "TN": 1942826, + "TP": 156573, + "n_pred": 157744, + "n_ref": 158787 + }, + "10": { + "Dice": 0.0, + "FN": 2124, + "FP": 59322, + "IoU": 0.0, + "TN": 2041338, + "TP": 0, + "n_pred": 59322, + "n_ref": 2124 + }, + "11": { + "Dice": 0.6110424392253812, + "FN": 716, + "FP": 1172, + "IoU": 0.43992880450904776, + "TN": 2099413, + "TP": 1483, + "n_pred": 2655, + "n_ref": 2199 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 14, + "IoU": 0.0, + "TN": 2102770, + "TP": 0, + "n_pred": 14, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 28139, + "FP": 23201, + "IoU": 0.0, + "TN": 2051444, + "TP": 0, + "n_pred": 23201, + "n_ref": 28139 + }, + "14": { + "Dice": 0.9772930085438368, + "FN": 4506, + "FP": 634, + "IoU": 0.9555943361180465, + "TN": 1987033, + "TP": 110611, + "n_pred": 111245, + "n_ref": 115117 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 13, + "IoU": 0.0, + "TN": 2102771, + "TP": 0, + "n_pred": 13, + "n_ref": 0 + }, + "2": { + "Dice": 0.9610742089850725, + "FN": 208, + "FP": 337, + "IoU": 0.9250653100508731, + "TN": 2095511, + "TP": 6728, + "n_pred": 7065, + "n_ref": 6936 + }, + "3": { + "Dice": 0.0, + "FN": 656, + "FP": 0, + "IoU": 0.0, + "TN": 2102128, + "TP": 0, + "n_pred": 0, + "n_ref": 656 + }, + "4": { + "Dice": 0.0, + "FN": 563, + "FP": 6, + "IoU": 0.0, + "TN": 2102215, + "TP": 0, + "n_pred": 6, + "n_ref": 563 + }, + "5": { + "Dice": 0.7984526722980975, + "FN": 3337, + "FP": 1769, + "IoU": 0.6645203679369251, + "TN": 2087564, + "TP": 10114, + "n_pred": 11883, + "n_ref": 13451 + }, + "6": { + "Dice": 0.962949581904761, + "FN": 24174, + "FP": 16231, + "IoU": 0.9285465442205021, + "TN": 1537311, + "TP": 525068, + "n_pred": 541299, + "n_ref": 549242 + }, + "7": { + "Dice": 0.7692059219380888, + "FN": 1963, + "FP": 2324, + "IoU": 0.6249671944711749, + "TN": 2091353, + "TP": 7144, + "n_pred": 9468, + "n_ref": 9107 + }, + "8": { + "Dice": 0.9247848026120511, + "FN": 2583, + "FP": 2485, + "IoU": 0.8600927561837456, + "TN": 2066560, + "TP": 31156, + "n_pred": 33641, + "n_ref": 33739 + }, + "9": { + "Dice": 0.4564436508770087, + "FN": 29228, + "FP": 22524, + "IoU": 0.29570909486806113, + "TN": 2029303, + "TP": 21729, + "n_pred": 44253, + "n_ref": 50957 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0006.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0006.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9417631200210812, + "FN": 2560, + "FP": 313, + "IoU": 0.8899360226793855, + "TN": 850057, + "TP": 23230, + "n_pred": 23543, + "n_ref": 25790 + }, + "10": { + "Dice": 0.8666052847602778, + "FN": 18723, + "FP": 5327, + "IoU": 0.7646103101662899, + "TN": 773989, + "TP": 78121, + "n_pred": 83448, + "n_ref": 96844 + }, + "11": { + "Dice": 0.6459683496608892, + "FN": 3854, + "FP": 844, + "IoU": 0.47707034728406056, + "TN": 867176, + "TP": 4286, + "n_pred": 5130, + "n_ref": 8140 + }, + "12": { + "Dice": 0.568290705388074, + "FN": 5303, + "FP": 554, + "IoU": 0.3969316309719934, + "TN": 866448, + "TP": 3855, + "n_pred": 4409, + "n_ref": 9158 + }, + "13": { + "Dice": 0.828534428126636, + "FN": 3037, + "FP": 3186, + "IoU": 0.7072631479913445, + "TN": 854902, + "TP": 15035, + "n_pred": 18221, + "n_ref": 18072 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.948634724368882, + "FN": 1004, + "FP": 990, + "IoU": 0.9022884304405351, + "TN": 855753, + "TP": 18413, + "n_pred": 19403, + "n_ref": 19417 + }, + "3": { + "Dice": 0.9533867735470942, + "FN": 2372, + "FP": 2280, + "IoU": 0.9109255926167044, + "TN": 823934, + "TP": 47574, + "n_pred": 49854, + "n_ref": 49946 + }, + "4": { + "Dice": 0.0, + "FN": 297, + "FP": 0, + "IoU": 0.0, + "TN": 875863, + "TP": 0, + "n_pred": 0, + "n_ref": 297 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9702627549139117, + "FN": 3237, + "FP": 3618, + "IoU": 0.9422430426247188, + "TN": 757473, + "TP": 111832, + "n_pred": 115450, + "n_ref": 115069 + }, + "7": { + "Dice": 0.8468613675782687, + "FN": 6430, + "FP": 2311, + "IoU": 0.734396839866302, + "TN": 843250, + "TP": 24169, + "n_pred": 26480, + "n_ref": 30599 + }, + "8": { + "Dice": 0.9493022565320665, + "FN": 367, + "FP": 999, + "IoU": 0.9034969975273754, + "TN": 862005, + "TP": 12789, + "n_pred": 13788, + "n_ref": 13156 + }, + "9": { + "Dice": 0.8522099447513812, + "FN": 643, + "FP": 2353, + "IoU": 0.7424789410348978, + "TN": 864526, + "TP": 8638, + "n_pred": 10991, + "n_ref": 9281 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0009.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0009.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9731243998772533, + "FN": 560, + "FP": 2155, + "IoU": 0.9476555872599676, + "TN": 473828, + "TP": 49153, + "n_pred": 51308, + "n_ref": 49713 + }, + "10": { + "Dice": 0.8229098090849243, + "FN": 2290, + "FP": 1476, + "IoU": 0.6991051454138703, + "TN": 513180, + "TP": 8750, + "n_pred": 10226, + "n_ref": 11040 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.1518586870551015, + "FN": 2619, + "FP": 598, + "IoU": 0.08216833095577745, + "TN": 522191, + "TP": 288, + "n_pred": 886, + "n_ref": 2907 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7663793103448275, + "FN": 700, + "FP": 4720, + "IoU": 0.6212438853948288, + "TN": 511386, + "TP": 8890, + "n_pred": 13610, + "n_ref": 9590 + }, + "7": { + "Dice": 0.9194548437448569, + "FN": 43034, + "FP": 3459, + "IoU": 0.8509175562189565, + "TN": 213835, + "TP": 265368, + "n_pred": 268827, + "n_ref": 308402 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0011.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0011.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7354138398914518, + "FN": 288, + "FP": 102, + "IoU": 0.5815450643776824, + "TN": 875228, + "TP": 542, + "n_pred": 644, + "n_ref": 830 + }, + "10": { + "Dice": 0.6887945778171913, + "FN": 93, + "FP": 4820, + "IoU": 0.5253140096618357, + "TN": 865810, + "TP": 5437, + "n_pred": 10257, + "n_ref": 5530 + }, + "11": { + "Dice": 0.7501838685952439, + "FN": 1143, + "FP": 895, + "IoU": 0.6002353864260495, + "TN": 871062, + "TP": 3060, + "n_pred": 3955, + "n_ref": 4203 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.821056213841537, + "FN": 6436, + "FP": 5132, + "IoU": 0.6964337260870707, + "TN": 838053, + "TP": 26539, + "n_pred": 31671, + "n_ref": 32975 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.967982405370992, + "FN": 962, + "FP": 421, + "IoU": 0.9379514558750953, + "TN": 853871, + "TP": 20906, + "n_pred": 21327, + "n_ref": 21868 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.31543624161073824, + "FN": 404, + "FP": 4, + "IoU": 0.18725099601593626, + "TN": 875658, + "TP": 94, + "n_pred": 98, + "n_ref": 498 + }, + "5": { + "Dice": 0.7110961791026542, + "FN": 2448, + "FP": 7011, + "IoU": 0.5517061611374408, + "TN": 855060, + "TP": 11641, + "n_pred": 18652, + "n_ref": 14089 + }, + "6": { + "Dice": 0.963068020650139, + "FN": 4161, + "FP": 1698, + "IoU": 0.9287668235036656, + "TN": 793909, + "TP": 76392, + "n_pred": 78090, + "n_ref": 80553 + }, + "7": { + "Dice": 0.7778823932209192, + "FN": 5499, + "FP": 2286, + "IoU": 0.6365037120044824, + "TN": 854743, + "TP": 13632, + "n_pred": 15918, + "n_ref": 19131 + }, + "8": { + "Dice": 0.9346665933098591, + "FN": 3379, + "FP": 1371, + "IoU": 0.8773465540837142, + "TN": 837433, + "TP": 33977, + "n_pred": 35348, + "n_ref": 37356 + }, + "9": { + "Dice": 0.8844633627242323, + "FN": 395, + "FP": 1125, + "IoU": 0.7928590896702099, + "TN": 868822, + "TP": 5818, + "n_pred": 6943, + "n_ref": 6213 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0038.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0038.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9309064207746728, + "FN": 8512, + "FP": 1274, + "IoU": 0.8707436269977545, + "TN": 1676610, + "TP": 65924, + "n_pred": 67198, + "n_ref": 74436 + }, + "10": { + "Dice": 0.6519210696356678, + "FN": 14119, + "FP": 20896, + "IoU": 0.4835926554088931, + "TN": 1684515, + "TP": 32790, + "n_pred": 53686, + "n_ref": 46909 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7131599790578728, + "FN": 13514, + "FP": 7853, + "IoU": 0.5541947463957103, + "TN": 1704391, + "TP": 26562, + "n_pred": 34415, + "n_ref": 40076 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.940169184657751, + "FN": 4812, + "FP": 10918, + "IoU": 0.8870936483896669, + "TN": 1613001, + "TP": 123589, + "n_pred": 134507, + "n_ref": 128401 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.023809523809523808, + "FN": 21, + "FP": 1045, + "IoU": 0.012048192771084338, + "TN": 1751241, + "TP": 13, + "n_pred": 1058, + "n_ref": 34 + }, + "5": { + "Dice": 0.5624344176285414, + "FN": 411, + "FP": 6, + "IoU": 0.39124087591240875, + "TN": 1751635, + "TP": 268, + "n_pred": 274, + "n_ref": 679 + }, + "6": { + "Dice": 0.9711160229273592, + "FN": 5256, + "FP": 13248, + "IoU": 0.9438537722108943, + "TN": 1422752, + "TP": 311064, + "n_pred": 324312, + "n_ref": 316320 + }, + "7": { + "Dice": 0.9528530200294887, + "FN": 28178, + "FP": 12304, + "IoU": 0.9099515524137042, + "TN": 1302762, + "TP": 409076, + "n_pred": 421380, + "n_ref": 437254 + }, + "8": { + "Dice": 0.0, + "FN": 12, + "FP": 0, + "IoU": 0.0, + "TN": 1752308, + "TP": 0, + "n_pred": 0, + "n_ref": 12 + }, + "9": { + "Dice": 0.764996218604466, + "FN": 6161, + "FP": 5647, + "IoU": 0.6194282399200696, + "TN": 1721293, + "TP": 19219, + "n_pred": 24866, + "n_ref": 25380 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0049.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0049.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6181400418299113, + "FN": 309, + "FP": 12654, + "IoU": 0.44732466425069284, + "TN": 2079329, + "TP": 10492, + "n_pred": 23146, + "n_ref": 10801 + }, + "10": { + "Dice": 0.7487475255993549, + "FN": 9611, + "FP": 10951, + "IoU": 0.5983984375, + "TN": 2051584, + "TP": 30638, + "n_pred": 41589, + "n_ref": 40249 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 2175, + "IoU": 0.0, + "TN": 2100609, + "TP": 0, + "n_pred": 2175, + "n_ref": 0 + }, + "12": { + "Dice": 0.017513134851138354, + "FN": 2795, + "FP": 10, + "IoU": 0.0088339222614841, + "TN": 2099954, + "TP": 25, + "n_pred": 35, + "n_ref": 2820 + }, + "13": { + "Dice": 0.6488725697876948, + "FN": 3068, + "FP": 4391, + "IoU": 0.48024527907462894, + "TN": 2088433, + "TP": 6892, + "n_pred": 11283, + "n_ref": 9960 + }, + "14": { + "Dice": 0.01585919860721961, + "FN": 166, + "FP": 144546, + "IoU": 0.00799298043570655, + "TN": 1956906, + "TP": 1166, + "n_pred": 145712, + "n_ref": 1332 + }, + "15": { + "Dice": 0.557138526826311, + "FN": 258, + "FP": 1203, + "IoU": 0.3861344537815126, + "TN": 2100404, + "TP": 919, + "n_pred": 2122, + "n_ref": 1177 + }, + "2": { + "Dice": 0.8001102713133773, + "FN": 2012, + "FP": 15390, + "IoU": 0.6668198353436722, + "TN": 2050554, + "TP": 34828, + "n_pred": 50218, + "n_ref": 36840 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 40274, + "IoU": 0.0, + "TN": 2062510, + "TP": 0, + "n_pred": 40274, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 3588, + "IoU": 0.0, + "TN": 2099196, + "TP": 0, + "n_pred": 3588, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7225396512658852, + "FN": 850, + "FP": 10416, + "IoU": 0.5656063235010603, + "TN": 2076849, + "TP": 14669, + "n_pred": 25085, + "n_ref": 15519 + }, + "7": { + "Dice": 0.7677430854698316, + "FN": 11217, + "FP": 35691, + "IoU": 0.6230381638901613, + "TN": 1978347, + "TP": 77529, + "n_pred": 113220, + "n_ref": 88746 + }, + "8": { + "Dice": 0.8764194071670846, + "FN": 333, + "FP": 1343, + "IoU": 0.7800236251476572, + "TN": 2095165, + "TP": 5943, + "n_pred": 7286, + "n_ref": 6276 + }, + "9": { + "Dice": 0.7868310860128308, + "FN": 780, + "FP": 4769, + "IoU": 0.6485750474984168, + "TN": 2086994, + "TP": 10241, + "n_pred": 15010, + "n_ref": 11021 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0052.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0052.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 39631, + "IoU": 0.0, + "TN": 1186993, + "TP": 0, + "n_pred": 39631, + "n_ref": 0 + }, + "10": { + "Dice": 0.8274527452745275, + "FN": 6300, + "FP": 5202, + "IoU": 0.7056881860750749, + "TN": 1187543, + "TP": 27579, + "n_pred": 32781, + "n_ref": 33879 + }, + "11": { + "Dice": 0.2857142857142857, + "FN": 35, + "FP": 0, + "IoU": 0.16666666666666666, + "TN": 1226582, + "TP": 7, + "n_pred": 7, + "n_ref": 42 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 12, + "IoU": 0.0, + "TN": 1226612, + "TP": 0, + "n_pred": 12, + "n_ref": 0 + }, + "13": { + "Dice": 0.8108472746896924, + "FN": 19638, + "FP": 7000, + "IoU": 0.6818697526662129, + "TN": 1142891, + "TP": 57095, + "n_pred": 64095, + "n_ref": 76733 + }, + "14": { + "Dice": 0.949790655204668, + "FN": 4716, + "FP": 4302, + "IoU": 0.9043822166615418, + "TN": 1132311, + "TP": 85295, + "n_pred": 89597, + "n_ref": 90011 + }, + "15": { + "Dice": 0.8967173738991193, + "FN": 1195, + "FP": 1127, + "IoU": 0.8127721335268505, + "TN": 1214222, + "TP": 10080, + "n_pred": 11207, + "n_ref": 11275 + }, + "2": { + "Dice": 0.8790963810656164, + "FN": 268, + "FP": 1359, + "IoU": 0.7842747281888094, + "TN": 1219082, + "TP": 5915, + "n_pred": 7274, + "n_ref": 6183 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.6844067360843296, + "FN": 1137, + "FP": 1318, + "IoU": 0.5202266953292946, + "TN": 1221507, + "TP": 2662, + "n_pred": 3980, + "n_ref": 3799 + }, + "5": { + "Dice": 0.8429565793834936, + "FN": 2916, + "FP": 1822, + "IoU": 0.7285436003208433, + "TN": 1209170, + "TP": 12716, + "n_pred": 14538, + "n_ref": 15632 + }, + "6": { + "Dice": 0.9265709080123724, + "FN": 3488, + "FP": 10376, + "IoU": 0.863187810847083, + "TN": 1125288, + "TP": 87472, + "n_pred": 97848, + "n_ref": 90960 + }, + "7": { + "Dice": 0.7958443338237369, + "FN": 40324, + "FP": 40716, + "IoU": 0.6609148270263937, + "TN": 987628, + "TP": 157956, + "n_pred": 198672, + "n_ref": 198280 + }, + "8": { + "Dice": 0.9326213445505152, + "FN": 2463, + "FP": 2887, + "IoU": 0.8737492920521049, + "TN": 1184248, + "TP": 37026, + "n_pred": 39913, + "n_ref": 39489 + }, + "9": { + "Dice": 0.5744086727989488, + "FN": 4708, + "FP": 474, + "IoU": 0.402926604447517, + "TN": 1217945, + "TP": 3497, + "n_pred": 3971, + "n_ref": 8205 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0057.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0057.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8556315991359296, + "FN": 360, + "FP": 6791, + "IoU": 0.7476889422059135, + "TN": 1023050, + "TP": 21191, + "n_pred": 27982, + "n_ref": 21551 + }, + "10": { + "Dice": 0.5444138223447106, + "FN": 4128, + "FP": 170, + "IoU": 0.3740168948441596, + "TN": 1044526, + "TP": 2568, + "n_pred": 2738, + "n_ref": 6696 + }, + "11": { + "Dice": 0.7674418604651163, + "FN": 349, + "FP": 571, + "IoU": 0.6226415094339622, + "TN": 1048954, + "TP": 1518, + "n_pred": 2089, + "n_ref": 1867 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8985597996242956, + "FN": 1304, + "FP": 316, + "IoU": 0.8158044343376919, + "TN": 1042597, + "TP": 7175, + "n_pred": 7491, + "n_ref": 8479 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9568450977486156, + "FN": 2922, + "FP": 3484, + "IoU": 0.9172607976854722, + "TN": 973968, + "TP": 71018, + "n_pred": 74502, + "n_ref": 73940 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7983552907610976, + "FN": 2185, + "FP": 218, + "IoU": 0.6643854748603352, + "TN": 1044232, + "TP": 4757, + "n_pred": 4975, + "n_ref": 6942 + }, + "6": { + "Dice": 0.5813263815380847, + "FN": 3329, + "FP": 92389, + "IoU": 0.409767527902818, + "TN": 889222, + "TP": 66452, + "n_pred": 158841, + "n_ref": 69781 + }, + "7": { + "Dice": 0.8676092040667583, + "FN": 106308, + "FP": 5041, + "IoU": 0.7661747227040399, + "TN": 575186, + "TP": 364857, + "n_pred": 369898, + "n_ref": 471165 + }, + "8": { + "Dice": 0.9541436733896567, + "FN": 436, + "FP": 503, + "IoU": 0.9123085543518864, + "TN": 1040684, + "TP": 9769, + "n_pred": 10272, + "n_ref": 10205 + }, + "9": { + "Dice": 0.7069081153588196, + "FN": 1222, + "FP": 89, + "IoU": 0.5466804979253111, + "TN": 1048500, + "TP": 1581, + "n_pred": 1670, + "n_ref": 2803 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0069.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0069.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.2178988326848249, + "FN": 570, + "FP": 33, + "IoU": 0.1222707423580786, + "TN": 525009, + "TP": 84, + "n_pred": 117, + "n_ref": 654 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 536, + "IoU": 0.0, + "TN": 525160, + "TP": 0, + "n_pred": 536, + "n_ref": 0 + }, + "14": { + "Dice": 0.9262834548720195, + "FN": 7705, + "FP": 3910, + "IoU": 0.8626890021161144, + "TN": 441107, + "TP": 72974, + "n_pred": 76884, + "n_ref": 80679 + }, + "15": { + "Dice": 0.7194216103793206, + "FN": 650, + "FP": 7849, + "IoU": 0.5617942768754833, + "TN": 506301, + "TP": 10896, + "n_pred": 18745, + "n_ref": 11546 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.857421494051102, + "FN": 348, + "FP": 383, + "IoU": 0.7504267668146125, + "TN": 522767, + "TP": 2198, + "n_pred": 2581, + "n_ref": 2546 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9081219230243647, + "FN": 20962, + "FP": 3915, + "IoU": 0.831706343568824, + "TN": 377877, + "TP": 122942, + "n_pred": 126857, + "n_ref": 143904 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 462, + "IoU": 0.0, + "TN": 525234, + "TP": 0, + "n_pred": 462, + "n_ref": 0 + }, + "8": { + "Dice": 0.2597938144329897, + "FN": 359, + "FP": 0, + "IoU": 0.14928909952606634, + "TN": 525274, + "TP": 63, + "n_pred": 63, + "n_ref": 422 + }, + "9": { + "Dice": 0.6264496988222602, + "FN": 1550, + "FP": 2605, + "IoU": 0.4560806388270716, + "TN": 518057, + "TP": 3484, + "n_pred": 6089, + "n_ref": 5034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0076.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0076.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.934051172041779, + "FN": 15201, + "FP": 22797, + "IoU": 0.8762626756022743, + "TN": 1445234, + "TP": 269088, + "n_pred": 291885, + "n_ref": 284289 + }, + "10": { + "Dice": 0.6938225765352554, + "FN": 4371, + "FP": 4040, + "IoU": 0.5311855526447801, + "TN": 1734379, + "TP": 9530, + "n_pred": 13570, + "n_ref": 13901 + }, + "11": { + "Dice": 0.6726786907147628, + "FN": 1485, + "FP": 1455, + "IoU": 0.5067941620533467, + "TN": 1746359, + "TP": 3021, + "n_pred": 4476, + "n_ref": 4506 + }, + "12": { + "Dice": 0.3879210220673635, + "FN": 497, + "FP": 30, + "IoU": 0.24063400576368876, + "TN": 1751626, + "TP": 167, + "n_pred": 197, + "n_ref": 664 + }, + "13": { + "Dice": 0.7869849649948353, + "FN": 3708, + "FP": 3716, + "IoU": 0.6487841801494938, + "TN": 1731182, + "TP": 13714, + "n_pred": 17430, + "n_ref": 17422 + }, + "14": { + "Dice": 0.8817005424907686, + "FN": 4136, + "FP": 14029, + "IoU": 0.7884297328146475, + "TN": 1666462, + "TP": 67693, + "n_pred": 81722, + "n_ref": 71829 + }, + "15": { + "Dice": 0.35288918351563364, + "FN": 6052, + "FP": 11519, + "IoU": 0.21424738395492354, + "TN": 1729958, + "TP": 4791, + "n_pred": 16310, + "n_ref": 10843 + }, + "2": { + "Dice": 0.9404560260586319, + "FN": 1903, + "FP": 2667, + "IoU": 0.8876045253320216, + "TN": 1711660, + "TP": 36090, + "n_pred": 38757, + "n_ref": 37993 + }, + "3": { + "Dice": 0.8463403545991817, + "FN": 352, + "FP": 1676, + "IoU": 0.7336135557598844, + "TN": 1744707, + "TP": 5585, + "n_pred": 7261, + "n_ref": 5937 + }, + "4": { + "Dice": 0.895829181494662, + "FN": 6543, + "FP": 4434, + "IoU": 0.8113139438943895, + "TN": 1694144, + "TP": 47199, + "n_pred": 51633, + "n_ref": 53742 + }, + "5": { + "Dice": 0.7089210827296988, + "FN": 1393, + "FP": 1661, + "IoU": 0.5490919828731728, + "TN": 1745547, + "TP": 3719, + "n_pred": 5380, + "n_ref": 5112 + }, + "6": { + "Dice": 0.8988060727901555, + "FN": 30024, + "FP": 10295, + "IoU": 0.81621052439647, + "TN": 1532944, + "TP": 179057, + "n_pred": 189352, + "n_ref": 209081 + }, + "7": { + "Dice": 0.8310163874056343, + "FN": 1352, + "FP": 5990, + "IoU": 0.710887970072849, + "TN": 1726925, + "TP": 18053, + "n_pred": 24043, + "n_ref": 19405 + }, + "8": { + "Dice": 0.9410718915515389, + "FN": 507, + "FP": 1084, + "IoU": 0.8887023434767402, + "TN": 1738025, + "TP": 12704, + "n_pred": 13788, + "n_ref": 13211 + }, + "9": { + "Dice": 0.8478106142658208, + "FN": 2846, + "FP": 6990, + "IoU": 0.7358257459780302, + "TN": 1715087, + "TP": 27397, + "n_pred": 34387, + "n_ref": 30243 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0077.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0077.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.964915469914561, + "FN": 2113, + "FP": 4642, + "IoU": 0.9322093431682473, + "TN": 776515, + "TP": 92890, + "n_pred": 97532, + "n_ref": 95003 + }, + "10": { + "Dice": 0.755105246622683, + "FN": 2262, + "FP": 856, + "IoU": 0.6065615141955836, + "TN": 868235, + "TP": 4807, + "n_pred": 5663, + "n_ref": 7069 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.13165497317375155, + "FN": 4098, + "FP": 110, + "IoU": 0.07046609233487962, + "TN": 871633, + "TP": 319, + "n_pred": 429, + "n_ref": 4417 + }, + "14": { + "Dice": 0.9628052973564676, + "FN": 4858, + "FP": 3093, + "IoU": 0.9282782633796083, + "TN": 765301, + "TP": 102908, + "n_pred": 106001, + "n_ref": 107766 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9235694277711084, + "FN": 174, + "FP": 208, + "IoU": 0.857992565055762, + "TN": 873470, + "TP": 2308, + "n_pred": 2516, + "n_ref": 2482 + }, + "4": { + "Dice": 0.9187264250404142, + "FN": 1244, + "FP": 2225, + "IoU": 0.8496706534928063, + "TN": 853084, + "TP": 19607, + "n_pred": 21832, + "n_ref": 20851 + }, + "5": { + "Dice": 0.8722405701373197, + "FN": 416, + "FP": 1054, + "IoU": 0.7734278668310728, + "TN": 869672, + "TP": 5018, + "n_pred": 6072, + "n_ref": 5434 + }, + "6": { + "Dice": 0.9610032815242553, + "FN": 3673, + "FP": 926, + "IoU": 0.9249338948193125, + "TN": 814894, + "TP": 56667, + "n_pred": 57593, + "n_ref": 60340 + }, + "7": { + "Dice": 0.828431236658997, + "FN": 782, + "FP": 5407, + "IoU": 0.7071127727036108, + "TN": 855029, + "TP": 14942, + "n_pred": 20349, + "n_ref": 15724 + }, + "8": { + "Dice": 0.9532423208191126, + "FN": 2170, + "FP": 1118, + "IoU": 0.9106618845777633, + "TN": 839356, + "TP": 33516, + "n_pred": 34634, + "n_ref": 35686 + }, + "9": { + "Dice": 0.4771748492678725, + "FN": 108, + "FP": 499, + "IoU": 0.31334841628959276, + "TN": 875276, + "TP": 277, + "n_pred": 776, + "n_ref": 385 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0084.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0084.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8545081967213115, + "FN": 132, + "FP": 10, + "IoU": 0.7459749552772809, + "TN": 1050833, + "TP": 417, + "n_pred": 427, + "n_ref": 549 + }, + "10": { + "Dice": 0.8979247274006331, + "FN": 543, + "FP": 908, + "IoU": 0.8147580748116942, + "TN": 1043559, + "TP": 6382, + "n_pred": 7290, + "n_ref": 6925 + }, + "11": { + "Dice": 0.7590610328638497, + "FN": 1578, + "FP": 988, + "IoU": 0.611682808716707, + "TN": 1044784, + "TP": 4042, + "n_pred": 5030, + "n_ref": 5620 + }, + "12": { + "Dice": 0.8863593954095913, + "FN": 592, + "FP": 626, + "IoU": 0.795911528150134, + "TN": 1045424, + "TP": 4750, + "n_pred": 5376, + "n_ref": 5342 + }, + "13": { + "Dice": 0.0, + "FN": 4, + "FP": 0, + "IoU": 0.0, + "TN": 1051388, + "TP": 0, + "n_pred": 0, + "n_ref": 4 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9737066463866152, + "FN": 2512, + "FP": 4057, + "IoU": 0.9487605497574141, + "TN": 923190, + "TP": 121633, + "n_pred": 125690, + "n_ref": 124145 + }, + "3": { + "Dice": 0.9671595470076543, + "FN": 1078, + "FP": 1123, + "IoU": 0.9364075005056196, + "TN": 1016781, + "TP": 32410, + "n_pred": 33533, + "n_ref": 33488 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8669748820361279, + "FN": 525, + "FP": 2266, + "IoU": 0.765185933030456, + "TN": 1039506, + "TP": 9095, + "n_pred": 11361, + "n_ref": 9620 + }, + "6": { + "Dice": 0.9827609518658734, + "FN": 542, + "FP": 2008, + "IoU": 0.9661062005715425, + "TN": 976157, + "TP": 72685, + "n_pred": 74693, + "n_ref": 73227 + }, + "7": { + "Dice": 0.9430241051862673, + "FN": 500, + "FP": 592, + "IoU": 0.8921907394609537, + "TN": 1041263, + "TP": 9037, + "n_pred": 9629, + "n_ref": 9537 + }, + "8": { + "Dice": 0.9684191366077117, + "FN": 752, + "FP": 1330, + "IoU": 0.9387719091871545, + "TN": 1017388, + "TP": 31922, + "n_pred": 33252, + "n_ref": 32674 + }, + "9": { + "Dice": 0.9656319290465631, + "FN": 439, + "FP": 491, + "IoU": 0.9335476956055734, + "TN": 1037397, + "TP": 13065, + "n_pred": 13556, + "n_ref": 13504 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0102.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0102.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8470245393322317, + "FN": 4985, + "FP": 3624, + "IoU": 0.734642295718645, + "TN": 493253, + "TP": 23834, + "n_pred": 27458, + "n_ref": 28819 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.4878048780487805, + "FN": 0, + "FP": 84, + "IoU": 0.3225806451612903, + "TN": 525572, + "TP": 40, + "n_pred": 124, + "n_ref": 40 + }, + "13": { + "Dice": 0.8453839062294218, + "FN": 2049, + "FP": 2647, + "IoU": 0.7321774837458652, + "TN": 508162, + "TP": 12838, + "n_pred": 15485, + "n_ref": 14887 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7705017016137886, + "FN": 1650, + "FP": 48522, + "IoU": 0.6266797624893968, + "TN": 391302, + "TP": 84222, + "n_pred": 132744, + "n_ref": 85872 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9613279992642664, + "FN": 651, + "FP": 190, + "IoU": 0.9255356826633611, + "TN": 514402, + "TP": 10453, + "n_pred": 10643, + "n_ref": 11104 + }, + "7": { + "Dice": 0.9677696605070907, + "FN": 1364, + "FP": 2161, + "IoU": 0.9375520399666945, + "TN": 469249, + "TP": 52922, + "n_pred": 55083, + "n_ref": 54286 + }, + "8": { + "Dice": 0.9565854552115772, + "FN": 737, + "FP": 211, + "IoU": 0.9167837078651685, + "TN": 514304, + "TP": 10444, + "n_pred": 10655, + "n_ref": 11181 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0103.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0103.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8921095008051529, + "FN": 72, + "FP": 62, + "IoU": 0.8052325581395349, + "TN": 1401168, + "TP": 554, + "n_pred": 616, + "n_ref": 626 + }, + "10": { + "Dice": 0.9161913119789381, + "FN": 727, + "FP": 992, + "IoU": 0.8453441295546559, + "TN": 1390741, + "TP": 9396, + "n_pred": 10388, + "n_ref": 10123 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7888580324833796, + "FN": 1635, + "FP": 874, + "IoU": 0.6513340744858255, + "TN": 1394660, + "TP": 4687, + "n_pred": 5561, + "n_ref": 6322 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8073249685652372, + "FN": 26717, + "FP": 2091, + "IoU": 0.6769027164038491, + "TN": 1312694, + "TP": 60354, + "n_pred": 62445, + "n_ref": 87071 + }, + "3": { + "Dice": 0.7088074167720185, + "FN": 762, + "FP": 26187, + "IoU": 0.5489556135770235, + "TN": 1342108, + "TP": 32799, + "n_pred": 58986, + "n_ref": 33561 + }, + "4": { + "Dice": 0.8328978345794634, + "FN": 2946, + "FP": 9972, + "IoU": 0.7136460365312999, + "TN": 1356744, + "TP": 32194, + "n_pred": 42166, + "n_ref": 35140 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9865357704148636, + "FN": 3110, + "FP": 3144, + "IoU": 0.973429294903387, + "TN": 1166484, + "TP": 229118, + "n_pred": 232262, + "n_ref": 232228 + }, + "7": { + "Dice": 0.0005962297238053485, + "FN": 6, + "FP": 284949, + "IoU": 0.0002982037608756666, + "TN": 1116816, + "TP": 85, + "n_pred": 285034, + "n_ref": 91 + }, + "8": { + "Dice": 0.7947712418300653, + "FN": 79, + "FP": 78, + "IoU": 0.6594360086767896, + "TN": 1401395, + "TP": 304, + "n_pred": 382, + "n_ref": 383 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0105.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0105.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8430109977776511, + "FN": 482, + "FP": 2273, + "IoU": 0.7286249014972419, + "TN": 1041240, + "TP": 7397, + "n_pred": 9670, + "n_ref": 7879 + }, + "10": { + "Dice": 0.8639332121456945, + "FN": 4612, + "FP": 1451, + "IoU": 0.7604598791039469, + "TN": 1026081, + "TP": 19248, + "n_pred": 20699, + "n_ref": 23860 + }, + "11": { + "Dice": 0.25440313111545987, + "FN": 730, + "FP": 32, + "IoU": 0.14573991031390135, + "TN": 1050500, + "TP": 130, + "n_pred": 162, + "n_ref": 860 + }, + "12": { + "Dice": 0.3861788617886179, + "FN": 285, + "FP": 17, + "IoU": 0.23929471032745592, + "TN": 1050995, + "TP": 95, + "n_pred": 112, + "n_ref": 380 + }, + "13": { + "Dice": 0.6584421867440735, + "FN": 3497, + "FP": 17683, + "IoU": 0.49080418319509556, + "TN": 1009797, + "TP": 20415, + "n_pred": 38098, + "n_ref": 23912 + }, + "14": { + "Dice": 0.7922867218567892, + "FN": 1882, + "FP": 6423, + "IoU": 0.6560222001325381, + "TN": 1027248, + "TP": 15839, + "n_pred": 22262, + "n_ref": 17721 + }, + "15": { + "Dice": 0.9587877730273682, + "FN": 7921, + "FP": 581, + "IoU": 0.9208379888268157, + "TN": 943992, + "TP": 98898, + "n_pred": 99479, + "n_ref": 106819 + }, + "2": { + "Dice": 0.9719303707162684, + "FN": 1478, + "FP": 686, + "IoU": 0.9453935249438542, + "TN": 1011763, + "TP": 37465, + "n_pred": 38151, + "n_ref": 38943 + }, + "3": { + "Dice": 0.9795660620200628, + "FN": 2131, + "FP": 2108, + "IoU": 0.9599504931786402, + "TN": 945548, + "TP": 101605, + "n_pred": 103713, + "n_ref": 103736 + }, + "4": { + "Dice": 0.9370218257422903, + "FN": 2226, + "FP": 3923, + "IoU": 0.8815061761701963, + "TN": 999499, + "TP": 45744, + "n_pred": 49667, + "n_ref": 47970 + }, + "5": { + "Dice": 0.0, + "FN": 169, + "FP": 0, + "IoU": 0.0, + "TN": 1051223, + "TP": 0, + "n_pred": 0, + "n_ref": 169 + }, + "6": { + "Dice": 0.9749271417905055, + "FN": 4090, + "FP": 1115, + "IoU": 0.9510808270676692, + "TN": 944992, + "TP": 101195, + "n_pred": 102310, + "n_ref": 105285 + }, + "7": { + "Dice": 0.855781723689909, + "FN": 181, + "FP": 152, + "IoU": 0.7479182437547313, + "TN": 1050071, + "TP": 988, + "n_pred": 1140, + "n_ref": 1169 + }, + "8": { + "Dice": 0.9392412954081581, + "FN": 5138, + "FP": 905, + "IoU": 0.8854429299918485, + "TN": 998641, + "TP": 46708, + "n_pred": 47613, + "n_ref": 51846 + }, + "9": { + "Dice": 0.837171052631579, + "FN": 565, + "FP": 1613, + "IoU": 0.7199434229137199, + "TN": 1043615, + "TP": 5599, + "n_pred": 7212, + "n_ref": 6164 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0116.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0116.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9497060744611365, + "FN": 128, + "FP": 103, + "IoU": 0.904228855721393, + "TN": 523284, + "TP": 2181, + "n_pred": 2284, + "n_ref": 2309 + }, + "10": { + "Dice": 0.8184576630216981, + "FN": 2285, + "FP": 886, + "IoU": 0.6927027812772556, + "TN": 515377, + "TP": 7148, + "n_pred": 8034, + "n_ref": 9433 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8373590982286635, + "FN": 979, + "FP": 435, + "IoU": 0.7202216066481995, + "TN": 520642, + "TP": 3640, + "n_pred": 4075, + "n_ref": 4619 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9746696345552394, + "FN": 313, + "FP": 586, + "IoU": 0.9505908216543006, + "TN": 507501, + "TP": 17296, + "n_pred": 17882, + "n_ref": 17609 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.487779070997778, + "FN": 4736, + "FP": 105, + "IoU": 0.3225580744472432, + "TN": 518550, + "TP": 2305, + "n_pred": 2410, + "n_ref": 7041 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.966773719839062, + "FN": 771, + "FP": 2012, + "IoU": 0.9356844075708904, + "TN": 482425, + "TP": 40488, + "n_pred": 42500, + "n_ref": 41259 + }, + "8": { + "Dice": 0.9493088881864421, + "FN": 1395, + "FP": 2133, + "IoU": 0.903509011842573, + "TN": 489133, + "TP": 33035, + "n_pred": 35168, + "n_ref": 34430 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0118.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0118.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9911040210200347, + "FN": 3069, + "FP": 723, + "IoU": 0.9823649233115995, + "TN": 1011598, + "TP": 211234, + "n_pred": 211957, + "n_ref": 214303 + }, + "10": { + "Dice": 0.886490309326957, + "FN": 5265, + "FP": 1476, + "IoU": 0.7961226711831599, + "TN": 1193560, + "TP": 26323, + "n_pred": 27799, + "n_ref": 31588 + }, + "11": { + "Dice": 0.7761838654943699, + "FN": 725, + "FP": 726, + "IoU": 0.6342324174439122, + "TN": 1222657, + "TP": 2516, + "n_pred": 3242, + "n_ref": 3241 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9362275620806332, + "FN": 1506, + "FP": 718, + "IoU": 0.8801013531726778, + "TN": 1208075, + "TP": 16325, + "n_pred": 17043, + "n_ref": 17831 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.972947052947053, + "FN": 584, + "FP": 93, + "IoU": 0.9473192747646098, + "TN": 1213773, + "TP": 12174, + "n_pred": 12267, + "n_ref": 12758 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9872880831043734, + "FN": 4101, + "FP": 1030, + "IoU": 0.9748952951307343, + "TN": 1022240, + "TP": 199253, + "n_pred": 200283, + "n_ref": 203354 + }, + "7": { + "Dice": 0.9526219128469234, + "FN": 2711, + "FP": 978, + "IoU": 0.9095301157543653, + "TN": 1185848, + "TP": 37087, + "n_pred": 38065, + "n_ref": 39798 + }, + "8": { + "Dice": 0.9462025316455697, + "FN": 185, + "FP": 53, + "IoU": 0.8978978978978979, + "TN": 1224293, + "TP": 2093, + "n_pred": 2146, + "n_ref": 2278 + }, + "9": { + "Dice": 0.9430033527439562, + "FN": 1846, + "FP": 738, + "IoU": 0.8921535893155259, + "TN": 1202664, + "TP": 21376, + "n_pred": 22114, + "n_ref": 23222 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0124.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0124.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9446589446589446, + "FN": 15, + "FP": 71, + "IoU": 0.8951219512195122, + "TN": 875340, + "TP": 734, + "n_pred": 805, + "n_ref": 749 + }, + "10": { + "Dice": 0.6932865593616728, + "FN": 16345, + "FP": 1491, + "IoU": 0.5305574564404906, + "TN": 838166, + "TP": 20158, + "n_pred": 21649, + "n_ref": 36503 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 876158, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7438859372996994, + "FN": 3564, + "FP": 14417, + "IoU": 0.5922120923481653, + "TN": 832066, + "TP": 26113, + "n_pred": 40530, + "n_ref": 29677 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9144193296960249, + "FN": 10381, + "FP": 8285, + "IoU": 0.8423319931074096, + "TN": 757772, + "TP": 99722, + "n_pred": 108007, + "n_ref": 110103 + }, + "3": { + "Dice": 0.9340107764393836, + "FN": 12494, + "FP": 2533, + "IoU": 0.8761915747324364, + "TN": 754787, + "TP": 106346, + "n_pred": 108879, + "n_ref": 118840 + }, + "4": { + "Dice": 0.04219574135573354, + "FN": 31, + "FP": 4872, + "IoU": 0.021552584314508082, + "TN": 871149, + "TP": 108, + "n_pred": 4980, + "n_ref": 139 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.947657699771932, + "FN": 2165, + "FP": 1530, + "IoU": 0.9005222916217962, + "TN": 839016, + "TP": 33449, + "n_pred": 34979, + "n_ref": 35614 + }, + "7": { + "Dice": 0.9549977512930066, + "FN": 8257, + "FP": 1349, + "IoU": 0.9138714796782957, + "TN": 764629, + "TP": 101925, + "n_pred": 103274, + "n_ref": 110182 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8798619017886656, + "FN": 413, + "FP": 2858, + "IoU": 0.7854941307626729, + "TN": 860911, + "TP": 11978, + "n_pred": 14836, + "n_ref": 12391 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0127.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0127.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.12061855670103093, + "FN": 1653, + "FP": 53, + "IoU": 0.0641799232035107, + "TN": 523873, + "TP": 117, + "n_pred": 170, + "n_ref": 1770 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 831, + "IoU": 0.0, + "TN": 524865, + "TP": 0, + "n_pred": 831, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 642, + "FP": 0, + "IoU": 0.0, + "TN": 525054, + "TP": 0, + "n_pred": 0, + "n_ref": 642 + }, + "13": { + "Dice": 0.520501380922031, + "FN": 6251, + "FP": 520, + "IoU": 0.3518093049971281, + "TN": 515250, + "TP": 3675, + "n_pred": 4195, + "n_ref": 9926 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.922920892494929, + "FN": 86, + "FP": 294, + "IoU": 0.8568738229755178, + "TN": 523041, + "TP": 2275, + "n_pred": 2569, + "n_ref": 2361 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 117, + "IoU": 0.0, + "TN": 525579, + "TP": 0, + "n_pred": 117, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9573125995383212, + "FN": 6967, + "FP": 2575, + "IoU": 0.9181204252726601, + "TN": 409159, + "TP": 106995, + "n_pred": 109570, + "n_ref": 113962 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.7659574468085106, + "FN": 8, + "FP": 3, + "IoU": 0.6206896551724138, + "TN": 525667, + "TP": 18, + "n_pred": 21, + "n_ref": 26 + }, + "9": { + "Dice": 0.7951639023845424, + "FN": 2436, + "FP": 4900, + "IoU": 0.6599768250289687, + "TN": 504121, + "TP": 14239, + "n_pred": 19139, + "n_ref": 16675 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0156.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0156.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9749600426212041, + "FN": 414, + "FP": 197, + "IoU": 0.9511434511434511, + "TN": 513190, + "TP": 11895, + "n_pred": 12092, + "n_ref": 12309 + }, + "10": { + "Dice": 0.8878873950640661, + "FN": 6577, + "FP": 2304, + "IoU": 0.7983790410461314, + "TN": 481648, + "TP": 35167, + "n_pred": 37471, + "n_ref": 41744 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8631578947368421, + "FN": 13, + "FP": 0, + "IoU": 0.7592592592592593, + "TN": 525642, + "TP": 41, + "n_pred": 41, + "n_ref": 54 + }, + "13": { + "Dice": 0.8254314492846603, + "FN": 5223, + "FP": 5661, + "IoU": 0.7027528949093292, + "TN": 489080, + "TP": 25732, + "n_pred": 31393, + "n_ref": 30955 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9324072505505675, + "FN": 242, + "FP": 157, + "IoU": 0.8733735322119962, + "TN": 522545, + "TP": 2752, + "n_pred": 2909, + "n_ref": 2994 + }, + "3": { + "Dice": 0.9790107503230596, + "FN": 2572, + "FP": 1245, + "IoU": 0.9588844844672325, + "TN": 432860, + "TP": 89019, + "n_pred": 90264, + "n_ref": 91591 + }, + "4": { + "Dice": 0.902377339403136, + "FN": 544, + "FP": 1579, + "IoU": 0.8221198156682028, + "TN": 513761, + "TP": 9812, + "n_pred": 11391, + "n_ref": 10356 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9592143501352841, + "FN": 489, + "FP": 1139, + "IoU": 0.9216252647795109, + "TN": 504924, + "TP": 19144, + "n_pred": 20283, + "n_ref": 19633 + }, + "7": { + "Dice": 0.9271340746464205, + "FN": 291, + "FP": 1878, + "IoU": 0.8641658316633266, + "TN": 509728, + "TP": 13799, + "n_pred": 15677, + "n_ref": 14090 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9442529900668964, + "FN": 308, + "FP": 1342, + "IoU": 0.8943932411674347, + "TN": 510072, + "TP": 13974, + "n_pred": 15316, + "n_ref": 14282 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0161.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0161.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9095765472312703, + "FN": 1051, + "FP": 337, + "IoU": 0.834149838690405, + "TN": 1568719, + "TP": 6981, + "n_pred": 7318, + "n_ref": 8032 + }, + "10": { + "Dice": 0.5131354486523371, + "FN": 1591, + "FP": 1263, + "IoU": 0.34511243689765947, + "TN": 1572730, + "TP": 1504, + "n_pred": 2767, + "n_ref": 3095 + }, + "11": { + "Dice": 0.32390745501285345, + "FN": 0, + "FP": 526, + "IoU": 0.19325153374233128, + "TN": 1576436, + "TP": 126, + "n_pred": 652, + "n_ref": 126 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6348790082250566, + "FN": 3881, + "FP": 5308, + "IoU": 0.4650716032134125, + "TN": 1559910, + "TP": 7989, + "n_pred": 13297, + "n_ref": 11870 + }, + "14": { + "Dice": 0.6910781749491427, + "FN": 6168, + "FP": 16155, + "IoU": 0.5279751332149201, + "TN": 1529796, + "TP": 24969, + "n_pred": 41124, + "n_ref": 31137 + }, + "15": { + "Dice": 0.7403235191434889, + "FN": 2399, + "FP": 8758, + "IoU": 0.587709249473412, + "TN": 1550027, + "TP": 15904, + "n_pred": 24662, + "n_ref": 18303 + }, + "2": { + "Dice": 0.9707022806329105, + "FN": 3029, + "FP": 1376, + "IoU": 0.9430724098269556, + "TN": 1499709, + "TP": 72974, + "n_pred": 74350, + "n_ref": 76003 + }, + "3": { + "Dice": 0.9710477046356624, + "FN": 3923, + "FP": 1876, + "IoU": 0.9437247081428862, + "TN": 1474041, + "TP": 97248, + "n_pred": 99124, + "n_ref": 101171 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.27839660528908083, + "FN": 895, + "FP": 8628, + "IoU": 0.16170774647887323, + "TN": 1565728, + "TP": 1837, + "n_pred": 10465, + "n_ref": 2732 + }, + "6": { + "Dice": 0.9327364185110664, + "FN": 7807, + "FP": 5565, + "IoU": 0.8739513225119243, + "TN": 1471002, + "TP": 92714, + "n_pred": 98279, + "n_ref": 100521 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1598, + "IoU": 0.0, + "TN": 1575490, + "TP": 0, + "n_pred": 1598, + "n_ref": 0 + }, + "8": { + "Dice": 0.9596069976471051, + "FN": 5937, + "FP": 2269, + "IoU": 0.9223504920514761, + "TN": 1471408, + "TP": 97474, + "n_pred": 99743, + "n_ref": 103411 + }, + "9": { + "Dice": 0.9041093901961069, + "FN": 12088, + "FP": 1124, + "IoU": 0.8249996688610144, + "TN": 1501591, + "TP": 62285, + "n_pred": 63409, + "n_ref": 74373 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0181.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0181.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8213322570584675, + "FN": 3087, + "FP": 6652, + "IoU": 0.6968310297596813, + "TN": 1019268, + "TP": 22385, + "n_pred": 29037, + "n_ref": 25472 + }, + "11": { + "Dice": 0.6653135782423382, + "FN": 1176, + "FP": 473, + "IoU": 0.4984793187347932, + "TN": 1048104, + "TP": 1639, + "n_pred": 2112, + "n_ref": 2815 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8218427234423357, + "FN": 7603, + "FP": 1953, + "IoU": 0.6975662246415799, + "TN": 1019795, + "TP": 22041, + "n_pred": 23994, + "n_ref": 29644 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 19, + "IoU": 0.0, + "TN": 1051373, + "TP": 0, + "n_pred": 19, + "n_ref": 0 + }, + "2": { + "Dice": 0.9714285714285714, + "FN": 619, + "FP": 887, + "IoU": 0.9444444444444444, + "TN": 1024284, + "TP": 25602, + "n_pred": 26489, + "n_ref": 26221 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9434692823954569, + "FN": 302, + "FP": 136, + "IoU": 0.8929880283410702, + "TN": 1047299, + "TP": 3655, + "n_pred": 3791, + "n_ref": 3957 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9803456591639872, + "FN": 1802, + "FP": 1132, + "IoU": 0.9614490125744019, + "TN": 975285, + "TP": 73173, + "n_pred": 74305, + "n_ref": 74975 + }, + "7": { + "Dice": 0.80353015339357, + "FN": 887, + "FP": 983, + "IoU": 0.6715841236389182, + "TN": 1045698, + "TP": 3824, + "n_pred": 4807, + "n_ref": 4711 + }, + "8": { + "Dice": 0.9115131861021679, + "FN": 1949, + "FP": 9402, + "IoU": 0.8374131633603094, + "TN": 981577, + "TP": 58464, + "n_pred": 67866, + "n_ref": 60413 + }, + "9": { + "Dice": 0.963428729945906, + "FN": 243, + "FP": 1339, + "IoU": 0.9294380017841213, + "TN": 1028972, + "TP": 20838, + "n_pred": 22177, + "n_ref": 21081 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0188.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0188.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8517633130706008, + "FN": 3135, + "FP": 3376, + "IoU": 0.7418011658801602, + "TN": 675711, + "TP": 18706, + "n_pred": 22082, + "n_ref": 21841 + }, + "6": { + "Dice": 0.8171206225680934, + "FN": 30, + "FP": 17, + "IoU": 0.6907894736842105, + "TN": 700776, + "TP": 105, + "n_pred": 122, + "n_ref": 135 + }, + "7": { + "Dice": 0.8946777813401732, + "FN": 507, + "FP": 807, + "IoU": 0.809427121102248, + "TN": 694033, + "TP": 5581, + "n_pred": 6388, + "n_ref": 6088 + }, + "8": { + "Dice": 0.9752591588184255, + "FN": 3850, + "FP": 3193, + "IoU": 0.9517129791508121, + "TN": 555071, + "TP": 138814, + "n_pred": 142007, + "n_ref": 142664 + }, + "9": { + "Dice": 0.8128342245989305, + "FN": 324, + "FP": 61, + "IoU": 0.6846846846846847, + "TN": 699707, + "TP": 836, + "n_pred": 897, + "n_ref": 1160 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0217.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0217.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9136380270025616, + "FN": 4603, + "FP": 4365, + "IoU": 0.8410070029252725, + "TN": 819755, + "TP": 47437, + "n_pred": 51802, + "n_ref": 52040 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8663639312358092, + "FN": 515, + "FP": 1957, + "IoU": 0.7642346208869814, + "TN": 865675, + "TP": 8013, + "n_pred": 9970, + "n_ref": 8528 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.5291479820627802, + "FN": 30, + "FP": 495, + "IoU": 0.3597560975609756, + "TN": 875340, + "TP": 295, + "n_pred": 790, + "n_ref": 325 + }, + "3": { + "Dice": 0.9639750533398982, + "FN": 3150, + "FP": 2118, + "IoU": 0.9304554455445545, + "TN": 800410, + "TP": 70482, + "n_pred": 72600, + "n_ref": 73632 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7873856943139367, + "FN": 8079, + "FP": 1198, + "IoU": 0.6493290493290493, + "TN": 849705, + "TP": 17178, + "n_pred": 18376, + "n_ref": 25257 + }, + "6": { + "Dice": 0.9784741703729045, + "FN": 1346, + "FP": 1800, + "IoU": 0.9578555353123995, + "TN": 801512, + "TP": 71502, + "n_pred": 73302, + "n_ref": 72848 + }, + "7": { + "Dice": 0.9397590361445783, + "FN": 568, + "FP": 982, + "IoU": 0.8863636363636364, + "TN": 862520, + "TP": 12090, + "n_pred": 13072, + "n_ref": 12658 + }, + "8": { + "Dice": 0.9542760900754788, + "FN": 3803, + "FP": 595, + "IoU": 0.9125507038892866, + "TN": 825868, + "TP": 45894, + "n_pred": 46489, + "n_ref": 49697 + }, + "9": { + "Dice": 0.8641383443198356, + "FN": 1491, + "FP": 96, + "IoU": 0.7607778112752487, + "TN": 869526, + "TP": 5047, + "n_pred": 5143, + "n_ref": 6538 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0226.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0226.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.852725985367005, + "FN": 895, + "FP": 353, + "IoU": 0.7432627031475005, + "TN": 520835, + "TP": 3613, + "n_pred": 3966, + "n_ref": 4508 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6484848484848484, + "FN": 93, + "FP": 255, + "IoU": 0.4798206278026906, + "TN": 525027, + "TP": 321, + "n_pred": 576, + "n_ref": 414 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.7370663825820627, + "FN": 1151, + "FP": 6747, + "IoU": 0.5836145086461408, + "TN": 506728, + "TP": 11070, + "n_pred": 17817, + "n_ref": 12221 + }, + "15": { + "Dice": 0.9717926417943911, + "FN": 8521, + "FP": 2928, + "IoU": 0.9451329384476777, + "TN": 317028, + "TP": 197219, + "n_pred": 200147, + "n_ref": 205740 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8596559056640247, + "FN": 779, + "FP": 673, + "IoU": 0.7538565858620105, + "TN": 519797, + "TP": 4447, + "n_pred": 5120, + "n_ref": 5226 + }, + "6": { + "Dice": 0.9621936216523138, + "FN": 1692, + "FP": 1504, + "IoU": 0.9271417498746182, + "TN": 481830, + "TP": 40670, + "n_pred": 42174, + "n_ref": 42362 + }, + "7": { + "Dice": 0.9441804003868074, + "FN": 844, + "FP": 1869, + "IoU": 0.8942629978953932, + "TN": 500038, + "TP": 22945, + "n_pred": 24814, + "n_ref": 23789 + }, + "8": { + "Dice": 0.9722726356120186, + "FN": 490, + "FP": 610, + "IoU": 0.9460414009614442, + "TN": 505310, + "TP": 19286, + "n_pred": 19896, + "n_ref": 19776 + }, + "9": { + "Dice": 0.9085714285714286, + "FN": 34, + "FP": 30, + "IoU": 0.8324607329842932, + "TN": 525314, + "TP": 318, + "n_pred": 348, + "n_ref": 352 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0230.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0230.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.940769910793217, + "FN": 69, + "FP": 668, + "IoU": 0.8881638846737481, + "TN": 2446658, + "TP": 5853, + "n_pred": 6521, + "n_ref": 5922 + }, + "10": { + "Dice": 0.8732993843581364, + "FN": 1391, + "FP": 276, + "IoU": 0.7750944414463032, + "TN": 2445836, + "TP": 5745, + "n_pred": 6021, + "n_ref": 7136 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8177844386162109, + "FN": 687, + "FP": 772, + "IoU": 0.691738854848933, + "TN": 2448515, + "TP": 3274, + "n_pred": 4046, + "n_ref": 3961 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.6901125542860291, + "FN": 17388, + "FP": 44477, + "IoU": 0.526848743030646, + "TN": 2322497, + "TP": 68886, + "n_pred": 113363, + "n_ref": 86274 + }, + "15": { + "Dice": 0.028112449799196786, + "FN": 0, + "FP": 3872, + "IoU": 0.014256619144602852, + "TN": 2449320, + "TP": 56, + "n_pred": 3928, + "n_ref": 56 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9750950582573618, + "FN": 2048, + "FP": 1823, + "IoU": 0.9514004846141292, + "TN": 2373597, + "TP": 75780, + "n_pred": 77603, + "n_ref": 77828 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 3469, + "IoU": 0.0, + "TN": 2449779, + "TP": 0, + "n_pred": 3469, + "n_ref": 0 + }, + "5": { + "Dice": 0.9184713375796179, + "FN": 1064, + "FP": 1496, + "IoU": 0.8492343934040048, + "TN": 2436268, + "TP": 14420, + "n_pred": 15916, + "n_ref": 15484 + }, + "6": { + "Dice": 0.9592127125534697, + "FN": 1458, + "FP": 7772, + "IoU": 0.9216222412812174, + "TN": 2335485, + "TP": 108533, + "n_pred": 116305, + "n_ref": 109991 + }, + "7": { + "Dice": 0.38963778140334115, + "FN": 9670, + "FP": 285503, + "IoU": 0.24195660883232148, + "TN": 2063860, + "TP": 94215, + "n_pred": 379718, + "n_ref": 103885 + }, + "8": { + "Dice": 0.9647864754426728, + "FN": 1022, + "FP": 736, + "IoU": 0.931968577067451, + "TN": 2427407, + "TP": 24083, + "n_pred": 24819, + "n_ref": 25105 + }, + "9": { + "Dice": 0.9354878806712243, + "FN": 265, + "FP": 254, + "IoU": 0.8787949556282111, + "TN": 2448966, + "TP": 3763, + "n_pred": 4017, + "n_ref": 4028 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0264.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0264.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.10126582278481013, + "FN": 0, + "FP": 142, + "IoU": 0.05333333333333334, + "TN": 700778, + "TP": 8, + "n_pred": 150, + "n_ref": 8 + }, + "10": { + "Dice": 0.873507622604543, + "FN": 9143, + "FP": 3253, + "IoU": 0.7754225773139845, + "TN": 645731, + "TP": 42801, + "n_pred": 46054, + "n_ref": 51944 + }, + "11": { + "Dice": 0.6329204810626459, + "FN": 1261, + "FP": 784, + "IoU": 0.4629726890756303, + "TN": 697120, + "TP": 1763, + "n_pred": 2547, + "n_ref": 3024 + }, + "12": { + "Dice": 0.2098360655737705, + "FN": 210, + "FP": 31, + "IoU": 0.11721611721611722, + "TN": 700655, + "TP": 32, + "n_pred": 63, + "n_ref": 242 + }, + "13": { + "Dice": 0.532501076194576, + "FN": 835, + "FP": 1337, + "IoU": 0.36286300968025814, + "TN": 697519, + "TP": 1237, + "n_pred": 2574, + "n_ref": 2072 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9246854430663144, + "FN": 132, + "FP": 3232, + "IoU": 0.8599208827815948, + "TN": 676913, + "TP": 20651, + "n_pred": 23883, + "n_ref": 20783 + }, + "3": { + "Dice": 0.9262654444001595, + "FN": 89, + "FP": 281, + "IoU": 0.8626577579806979, + "TN": 698234, + "TP": 2324, + "n_pred": 2605, + "n_ref": 2413 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9742552671640949, + "FN": 2535, + "FP": 4314, + "IoU": 0.9498028466308028, + "TN": 564486, + "TP": 129593, + "n_pred": 133907, + "n_ref": 132128 + }, + "7": { + "Dice": 0.8652544424134678, + "FN": 3247, + "FP": 29041, + "IoU": 0.762509653929609, + "TN": 564973, + "TP": 103667, + "n_pred": 132708, + "n_ref": 106914 + }, + "8": { + "Dice": 0.9616521008926072, + "FN": 746, + "FP": 487, + "IoU": 0.9261367040076679, + "TN": 684235, + "TP": 15460, + "n_pred": 15947, + "n_ref": 16206 + }, + "9": { + "Dice": 0.9522993552809134, + "FN": 1168, + "FP": 1059, + "IoU": 0.9089422251298197, + "TN": 676471, + "TP": 22230, + "n_pred": 23289, + "n_ref": 23398 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0358.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0358.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8106788592684439, + "FN": 2403, + "FP": 2483, + "IoU": 0.6816315892356812, + "TN": 1036045, + "TP": 10461, + "n_pred": 12944, + "n_ref": 12864 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.90938779223142, + "FN": 1853, + "FP": 18069, + "IoU": 0.8338323977612998, + "TN": 931501, + "TP": 99969, + "n_pred": 118038, + "n_ref": 101822 + }, + "3": { + "Dice": 0.6939055482935794, + "FN": 1060, + "FP": 69893, + "IoU": 0.5312828236786302, + "TN": 900015, + "TP": 80424, + "n_pred": 150317, + "n_ref": 81484 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9705970060237371, + "FN": 1042, + "FP": 437, + "IoU": 0.9428736964078794, + "TN": 1025502, + "TP": 24411, + "n_pred": 24848, + "n_ref": 25453 + }, + "7": { + "Dice": 0.8888888888888888, + "FN": 30, + "FP": 3, + "IoU": 0.8, + "TN": 1051227, + "TP": 132, + "n_pred": 135, + "n_ref": 162 + }, + "8": { + "Dice": 0.9515744906059804, + "FN": 176, + "FP": 190, + "IoU": 0.9076224129227662, + "TN": 1047430, + "TP": 3596, + "n_pred": 3786, + "n_ref": 3772 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0383.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0383.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.924066924066924, + "FN": 37, + "FP": 22, + "IoU": 0.8588516746411483, + "TN": 1050974, + "TP": 359, + "n_pred": 381, + "n_ref": 396 + }, + "10": { + "Dice": 0.8999409895126976, + "FN": 8949, + "FP": 716, + "IoU": 0.8180842854185096, + "TN": 998263, + "TP": 43464, + "n_pred": 44180, + "n_ref": 52413 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8923717979070979, + "FN": 1197, + "FP": 1076, + "IoU": 0.8056600547195623, + "TN": 1039696, + "TP": 9423, + "n_pred": 10499, + "n_ref": 10620 + }, + "14": { + "Dice": 0.9600428978155309, + "FN": 2887, + "FP": 6502, + "IoU": 0.9231562492327083, + "TN": 929209, + "TP": 112794, + "n_pred": 119296, + "n_ref": 115681 + }, + "15": { + "Dice": 0.9209662008837931, + "FN": 14045, + "FP": 1837, + "IoU": 0.8535100583856775, + "TN": 942975, + "TP": 92535, + "n_pred": 94372, + "n_ref": 106580 + }, + "2": { + "Dice": 0.976322483856239, + "FN": 2038, + "FP": 2681, + "IoU": 0.9537402829106665, + "TN": 949381, + "TP": 97292, + "n_pred": 99973, + "n_ref": 99330 + }, + "3": { + "Dice": 0.9758646455462721, + "FN": 2722, + "FP": 1897, + "IoU": 0.9528668659884284, + "TN": 953393, + "TP": 93380, + "n_pred": 95277, + "n_ref": 96102 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8512448786637252, + "FN": 738, + "FP": 206, + "IoU": 0.7410150891632373, + "TN": 1047747, + "TP": 2701, + "n_pred": 2907, + "n_ref": 3439 + }, + "7": { + "Dice": 0.9526712658430933, + "FN": 122, + "FP": 468, + "IoU": 0.9096200980392157, + "TN": 1044864, + "TP": 5938, + "n_pred": 6406, + "n_ref": 6060 + }, + "8": { + "Dice": 0.9659041864479931, + "FN": 433, + "FP": 199, + "IoU": 0.9340567612687813, + "TN": 1041808, + "TP": 8952, + "n_pred": 9151, + "n_ref": 9385 + }, + "9": { + "Dice": 0.8918681747269891, + "FN": 741, + "FP": 1477, + "IoU": 0.8048394192696876, + "TN": 1040027, + "TP": 9147, + "n_pred": 10624, + "n_ref": 9888 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0387.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0387.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.879392212725546, + "FN": 255, + "FP": 126, + "IoU": 0.7847457627118644, + "TN": 874390, + "TP": 1389, + "n_pred": 1515, + "n_ref": 1644 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 876153, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "14": { + "Dice": 0.8355569167161151, + "FN": 7215, + "FP": 1376, + "IoU": 0.717559259624552, + "TN": 845743, + "TP": 21826, + "n_pred": 23202, + "n_ref": 29041 + }, + "15": { + "Dice": 0.8999995475706808, + "FN": 8147, + "FP": 13956, + "IoU": 0.8181810703650692, + "TN": 754594, + "TP": 99463, + "n_pred": 113419, + "n_ref": 107610 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 876159, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3599, + "IoU": 0.0, + "TN": 872561, + "TP": 0, + "n_pred": 3599, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.995628443570708, + "FN": 1142, + "FP": 548, + "IoU": 0.9912949417945812, + "TN": 682020, + "TP": 192450, + "n_pred": 192998, + "n_ref": 193592 + }, + "7": { + "Dice": 0.3332614364987549, + "FN": 807, + "FP": 67199, + "IoU": 0.19994823651208207, + "TN": 791158, + "TP": 16996, + "n_pred": 84195, + "n_ref": 17803 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0390.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974151/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset558_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_pe66__seed-12347/gt_segmentations/amos_0390.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": 0.7312862472363084, + "FN": 5005.764, + "FP": 5094.547111111112, + "IoU": 0.6464557555871806, + "TN": 1132262.264, + "TP": 25850.758222222223, + "n_pred": 30945.305333333334, + "n_ref": 30856.522222222226 + }, + "mean": { + "1": { + "Dice": 0.7965886689152354, + "FN": 2908.7466666666664, + "FP": 3195.4800000000005, + "IoU": 0.7323796177985571, + "TN": 1130675.6266666665, + "TP": 31433.480000000003, + "n_pred": 34628.96, + "n_ref": 34342.22666666666 + }, + "10": { + "Dice": 0.7269967694394955, + "FN": 4206.1866666666665, + "FP": 3545.12, + "IoU": 0.6176141202660272, + "TN": 1144978.58, + "TP": 15483.446666666667, + "n_pred": 19028.56666666667, + "n_ref": 19689.633333333335 + }, + "11": { + "Dice": 0.6450710809760454, + "FN": 353.03333333333336, + "FP": 302.26, + "IoU": 0.5176428720583077, + "TN": 1166625.3933333333, + "TP": 932.6466666666665, + "n_pred": 1234.9066666666665, + "n_ref": 1285.68 + }, + "12": { + "Dice": 0.5559843641218941, + "FN": 425.3, + "FP": 318.2, + "IoU": 0.4437788971515724, + "TN": 1166408.4733333332, + "TP": 1061.3600000000001, + "n_pred": 1379.5600000000002, + "n_ref": 1486.66 + }, + "13": { + "Dice": 0.6454363675770235, + "FN": 3645.5666666666666, + "FP": 3153.9466666666663, + "IoU": 0.5342597941308699, + "TN": 1151139.893333333, + "TP": 10273.926666666668, + "n_pred": 13427.873333333333, + "n_ref": 13919.493333333332 + }, + "14": { + "Dice": 0.6873910369404503, + "FN": 7361.586666666667, + "FP": 6029.6866666666665, + "IoU": 0.6140976418915692, + "TN": 1130703.3533333335, + "TP": 24118.706666666665, + "n_pred": 30148.393333333333, + "n_ref": 31480.293333333328 + }, + "15": { + "Dice": 0.6038197055209232, + "FN": 2692.5333333333333, + "FP": 4776.026666666667, + "IoU": 0.518435438801961, + "TN": 1145798.933333333, + "TP": 14945.840000000002, + "n_pred": 19721.866666666665, + "n_ref": 17638.373333333333 + }, + "2": { + "Dice": 0.82579037766704, + "FN": 4763.0, + "FP": 2588.5199999999995, + "IoU": 0.76821461702014, + "TN": 1129716.54, + "TP": 31145.273333333334, + "n_pred": 33733.793333333335, + "n_ref": 35908.27333333333 + }, + "3": { + "Dice": 0.8201540767159635, + "FN": 6781.840000000001, + "FP": 5341.966666666667, + "IoU": 0.7697891628434148, + "TN": 1126418.32, + "TP": 29671.206666666665, + "n_pred": 35013.173333333325, + "n_ref": 36453.04666666666 + }, + "4": { + "Dice": 0.6369717075660235, + "FN": 1969.9066666666665, + "FP": 1840.906666666667, + "IoU": 0.5596179871289183, + "TN": 1154743.1266666667, + "TP": 9659.393333333333, + "n_pred": 11500.3, + "n_ref": 11629.3 + }, + "5": { + "Dice": 0.7117129571208849, + "FN": 921.5733333333334, + "FP": 743.22, + "IoU": 0.6018340751497234, + "TN": 1163359.6199999999, + "TP": 3188.9199999999996, + "n_pred": 3932.1400000000003, + "n_ref": 4110.493333333334 + }, + "6": { + "Dice": 0.8941028176246062, + "FN": 25860.73333333333, + "FP": 20199.93333333333, + "IoU": 0.8336831202440169, + "TN": 996011.5466666666, + "TP": 126141.12, + "n_pred": 146341.05333333332, + "n_ref": 152001.85333333333 + }, + "7": { + "Dice": 0.7171462943547636, + "FN": 10154.633333333333, + "FP": 20609.553333333337, + "IoU": 0.6359274299262727, + "TN": 1079380.2399999998, + "TP": 58068.90666666666, + "n_pred": 78678.45999999999, + "n_ref": 68223.54000000001 + }, + "8": { + "Dice": 0.8730645850665313, + "FN": 1383.7466666666667, + "FP": 1870.3866666666668, + "IoU": 0.8127105566790946, + "TN": 1145334.8666666667, + "TP": 19624.333333333336, + "n_pred": 21494.72, + "n_ref": 21008.08 + }, + "9": { + "Dice": 0.8290628989377454, + "FN": 1658.0733333333333, + "FP": 1903.0, + "IoU": 0.7368510027172631, + "TN": 1152639.4466666668, + "TP": 12012.813333333334, + "n_pred": 13915.813333333334, + "n_ref": 13670.886666666667 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/loop_000/summary.json b/nnActive_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/loop_000/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e6e0ff32d8a5b207051bf35e3da68c0c098e692f --- /dev/null +++ b/nnActive_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/loop_000/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.5632333688331655, + "FN": 44236.21866666667, + "FP": 35624.15733333333, + "IoU": 0.45792193180630664, + "TN": 96234746.152, + "TP": 142354.31199999998, + "n_pred": 177978.4693333333, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.803020548542884, + "FN": 39542.84, + "FP": 31476.98, + "IoU": 0.7029129197639382, + "TN": 96231195.72, + "TP": 154745.3, + "n_pred": 186222.28, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.5741021356737456, + "FN": 30685.96, + "FP": 23358.66, + "IoU": 0.4321077159481665, + "TN": 96359379.62, + "TP": 43536.6, + "n_pred": 66895.26, + "n_ref": 74222.56 + }, + "11": { + "Dice": 0.0, + "FN": 3700.38, + "FP": 0.0, + "IoU": 0.0, + "TN": 96453260.46, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 3700.38 + }, + "12": { + "Dice": 0.28456039450512355, + "FN": 3405.28, + "FP": 185.26, + "IoU": 0.18166518480493227, + "TN": 96452538.92, + "TP": 831.38, + "n_pred": 1016.64, + "n_ref": 4236.66 + }, + "13": { + "Dice": 0.44318930022034736, + "FN": 36214.92, + "FP": 13640.58, + "IoU": 0.30102438419044, + "TN": 96385462.12, + "TP": 21643.22, + "n_pred": 35283.8, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.6611013197062983, + "FN": 36827.72, + "FP": 64670.06, + "IoU": 0.5550127029260115, + "TN": 96253932.64, + "TP": 101530.42, + "n_pred": 166200.48, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.38307657730252914, + "FN": 26388.62, + "FP": 44097.82, + "IoU": 0.28699051479882287, + "TN": 96358815.98, + "TP": 27658.42, + "n_pred": 71756.24, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.7051715376781648, + "FN": 57176.78, + "FP": 18991.74, + "IoU": 0.579150220527191, + "TN": 96281127.4, + "TP": 99664.92, + "n_pred": 118656.66, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.7915501894478004, + "FN": 21403.28, + "FP": 56196.98, + "IoU": 0.6674791261447491, + "TN": 96237361.28, + "TP": 141999.3, + "n_pred": 198196.28, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.6264380119936986, + "FN": 8696.26, + "FP": 6830.46, + "IoU": 0.5162715731557737, + "TN": 96423552.88, + "TP": 17881.24, + "n_pred": 24711.7, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.1649175459545347, + "FN": 15654.02, + "FP": 278.34, + "IoU": 0.10205783945061847, + "TN": 96439530.34, + "TP": 1498.14, + "n_pred": 1776.48, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.8863862148768216, + "FN": 128074.26, + "FP": 196194.04, + "IoU": 0.8070079043727587, + "TN": 94901543.18, + "TP": 1231149.36, + "n_pred": 1427343.4, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.5420928899571315, + "FN": 192792.32, + "FP": 55497.9, + "IoU": 0.39823025739679013, + "TN": 96062538.28, + "TP": 146132.34, + "n_pred": 201630.24, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.821889817212934, + "FN": 40783.34, + "FP": 12334.32, + "IoU": 0.7136140163780982, + "TN": 96312257.34, + "TP": 91585.84, + "n_pred": 103920.16, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.7610040494254712, + "FN": 22197.3, + "FP": 10609.22, + "IoU": 0.6253046172363095, + "TN": 96368696.12, + "TP": 55458.2, + "n_pred": 66067.42, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.8095412349293171, + "FN": 8624, + "FP": 30932, + "IoU": 0.6800245910922004, + "TN": 119469698, + "TP": 84066, + "n_pred": 114998, + "n_ref": 92690 + }, + "10": { + "Dice": 0.613535653548588, + "FN": 24106, + "FP": 40432, + "IoU": 0.44251816147952355, + "TN": 119477553, + "TP": 51229, + "n_pred": 91661, + "n_ref": 75335 + }, + "11": { + "Dice": 0.0, + "FN": 3546, + "FP": 0, + "IoU": 0.0, + "TN": 119589774, + "TP": 0, + "n_pred": 0, + "n_ref": 3546 + }, + "12": { + "Dice": 0.5444588557429024, + "FN": 2576, + "FP": 585, + "IoU": 0.37405940594059406, + "TN": 119588270, + "TP": 1889, + "n_pred": 2474, + "n_ref": 4465 + }, + "13": { + "Dice": 0.3592620125701156, + "FN": 34151, + "FP": 32216, + "IoU": 0.2189636708130818, + "TN": 119508347, + "TP": 18606, + "n_pred": 50822, + "n_ref": 52757 + }, + "14": { + "Dice": 0.37815959658906645, + "FN": 188016, + "FP": 7564, + "IoU": 0.23316696007433865, + "TN": 119338271, + "TP": 59469, + "n_pred": 67033, + "n_ref": 247485 + }, + "15": { + "Dice": 0.0003030943174407818, + "FN": 32830, + "FP": 184858, + "IoU": 0.00015157012874274874, + "TN": 119375599, + "TP": 33, + "n_pred": 184891, + "n_ref": 32863 + }, + "2": { + "Dice": 0.8710904726191822, + "FN": 13614, + "FP": 24029, + "IoU": 0.7716211543011764, + "TN": 119428493, + "TP": 127184, + "n_pred": 151213, + "n_ref": 140798 + }, + "3": { + "Dice": 0.8334499993542471, + "FN": 9045, + "FP": 55434, + "IoU": 0.7144571590526633, + "TN": 119367508, + "TP": 161333, + "n_pred": 216767, + "n_ref": 170378 + }, + "4": { + "Dice": 0.758797365898125, + "FN": 29424, + "FP": 1270, + "IoU": 0.6113404411578495, + "TN": 119514346, + "TP": 48280, + "n_pred": 49550, + "n_ref": 77704 + }, + "5": { + "Dice": 0.0, + "FN": 64264, + "FP": 130, + "IoU": 0.0, + "TN": 119528926, + "TP": 0, + "n_pred": 130, + "n_ref": 64264 + }, + "6": { + "Dice": 0.9452971767546111, + "FN": 57771, + "FP": 72336, + "IoU": 0.8962687459637877, + "TN": 118339050, + "TP": 1124163, + "n_pred": 1196499, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 77320, + "IoU": 0.0, + "TN": 119516000, + "TP": 0, + "n_pred": 77320, + "n_ref": 0 + }, + "8": { + "Dice": 0.5965229494168823, + "FN": 144641, + "FP": 47266, + "IoU": 0.42503220780777184, + "TN": 119259550, + "TP": 141863, + "n_pred": 189129, + "n_ref": 286504 + }, + "9": { + "Dice": 0.7700281672938788, + "FN": 26096, + "FP": 4031, + "IoU": 0.6260534971761932, + "TN": 119512755, + "TP": 50438, + "n_pred": 54469, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9073780155386008, + "FN": 19626, + "FP": 14863, + "IoU": 0.8304592333330056, + "TN": 72622234, + "TP": 168937, + "n_pred": 183800, + "n_ref": 188563 + }, + "10": { + "Dice": 0.5801387126074481, + "FN": 20229, + "FP": 49570, + "IoU": 0.4085883020818329, + "TN": 72707639, + "TP": 48222, + "n_pred": 97792, + "n_ref": 68451 + }, + "11": { + "Dice": 0.0, + "FN": 2247, + "FP": 0, + "IoU": 0.0, + "TN": 72823413, + "TP": 0, + "n_pred": 0, + "n_ref": 2247 + }, + "12": { + "Dice": 0.4295774647887324, + "FN": 2020, + "FP": 248, + "IoU": 0.273542600896861, + "TN": 72822538, + "TP": 854, + "n_pred": 1102, + "n_ref": 2874 + }, + "13": { + "Dice": 0.5684815309099956, + "FN": 25051, + "FP": 13103, + "IoU": 0.39711784596909266, + "TN": 72762374, + "TP": 25132, + "n_pred": 38235, + "n_ref": 50183 + }, + "14": { + "Dice": 0.8329799441229295, + "FN": 10103, + "FP": 16679, + "IoU": 0.713766605747753, + "TN": 72732093, + "TP": 66785, + "n_pred": 83464, + "n_ref": 76888 + }, + "15": { + "Dice": 0.2212176363529619, + "FN": 27409, + "FP": 78711, + "IoU": 0.12436464453099215, + "TN": 72704468, + "TP": 15072, + "n_pred": 93783, + "n_ref": 42481 + }, + "2": { + "Dice": 0.9062019736675574, + "FN": 10542, + "FP": 15397, + "IoU": 0.8284911399100767, + "TN": 72674420, + "TP": 125301, + "n_pred": 140698, + "n_ref": 135843 + }, + "3": { + "Dice": 0.9061444200957055, + "FN": 15708, + "FP": 7377, + "IoU": 0.8283949332461122, + "TN": 72691136, + "TP": 111439, + "n_pred": 118816, + "n_ref": 127147 + }, + "4": { + "Dice": 0.8104245029554004, + "FN": 4387, + "FP": 6197, + "IoU": 0.6812720209594363, + "TN": 72792453, + "TP": 22623, + "n_pred": 28820, + "n_ref": 27010 + }, + "5": { + "Dice": 0.25601772585356025, + "FN": 7368, + "FP": 19, + "IoU": 0.1468006468006468, + "TN": 72817002, + "TP": 1271, + "n_pred": 1290, + "n_ref": 8639 + }, + "6": { + "Dice": 0.922960287271721, + "FN": 80463, + "FP": 107733, + "IoU": 0.8569417416686937, + "TN": 71510140, + "TP": 1127324, + "n_pred": 1235057, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.7294921165443581, + "FN": 88281, + "FP": 23409, + "IoU": 0.5741736246139769, + "TN": 72563370, + "TP": 150600, + "n_pred": 174009, + "n_ref": 238881 + }, + "8": { + "Dice": 0.9150708030076223, + "FN": 5011, + "FP": 4861, + "IoU": 0.8434382681785743, + "TN": 72762605, + "TP": 53183, + "n_pred": 58044, + "n_ref": 58194 + }, + "9": { + "Dice": 0.7593442239691399, + "FN": 26017, + "FP": 6923, + "IoU": 0.6120506901587601, + "TN": 72740752, + "TP": 51968, + "n_pred": 58891, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8486134262767085, + "FN": 41641, + "FP": 36281, + "IoU": 0.737036062121611, + "TN": 71513166, + "TP": 218400, + "n_pred": 254681, + "n_ref": 260041 + }, + "10": { + "Dice": 0.7634082967476032, + "FN": 29815, + "FP": 9794, + "IoU": 0.6173487131926733, + "TN": 71705976, + "TP": 63903, + "n_pred": 73697, + "n_ref": 93718 + }, + "11": { + "Dice": 0.0, + "FN": 3369, + "FP": 0, + "IoU": 0.0, + "TN": 71806119, + "TP": 0, + "n_pred": 0, + "n_ref": 3369 + }, + "12": { + "Dice": 0.252290532465808, + "FN": 5559, + "FP": 72, + "IoU": 0.14435496125208935, + "TN": 71802907, + "TP": 950, + "n_pred": 1022, + "n_ref": 6509 + }, + "13": { + "Dice": 0.5342846250204237, + "FN": 39376, + "FP": 3379, + "IoU": 0.36452140309155767, + "TN": 71742208, + "TP": 24525, + "n_pred": 27904, + "n_ref": 63901 + }, + "14": { + "Dice": 0.8049178262690369, + "FN": 167556, + "FP": 4335, + "IoU": 0.6735250880331848, + "TN": 71282982, + "TP": 354615, + "n_pred": 358950, + "n_ref": 522171 + }, + "15": { + "Dice": 0.33141815951032594, + "FN": 144467, + "FP": 1572, + "IoU": 0.19862265755754932, + "TN": 71627253, + "TP": 36196, + "n_pred": 37768, + "n_ref": 180663 + }, + "2": { + "Dice": 0.6913108279932972, + "FN": 64776, + "FP": 8542, + "IoU": 0.528246769959335, + "TN": 71654072, + "TP": 82098, + "n_pred": 90640, + "n_ref": 146874 + }, + "3": { + "Dice": 0.7645945049477583, + "FN": 19026, + "FP": 83172, + "IoU": 0.6189016545659981, + "TN": 71541321, + "TP": 165969, + "n_pred": 249141, + "n_ref": 184995 + }, + "4": { + "Dice": 0.7239257091277114, + "FN": 742, + "FP": 9351, + "IoU": 0.56730686787276, + "TN": 71786162, + "TP": 13233, + "n_pred": 22584, + "n_ref": 13975 + }, + "5": { + "Dice": 0.3215334673056114, + "FN": 8263, + "FP": 515, + "IoU": 0.1915638239086388, + "TN": 71798630, + "TP": 2080, + "n_pred": 2595, + "n_ref": 10343 + }, + "6": { + "Dice": 0.9108183785647253, + "FN": 59281, + "FP": 173541, + "IoU": 0.8362410461576552, + "TN": 70387752, + "TP": 1188914, + "n_pred": 1362455, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.7743722918671017, + "FN": 74565, + "FP": 19008, + "IoU": 0.6318168940932055, + "TN": 71555340, + "TP": 160575, + "n_pred": 179583, + "n_ref": 235140 + }, + "8": { + "Dice": 0.9247769440400194, + "FN": 6919, + "FP": 5171, + "IoU": 0.8600791611693632, + "TN": 71723082, + "TP": 74316, + "n_pred": 79487, + "n_ref": 81235 + }, + "9": { + "Dice": 0.8461961854165171, + "FN": 17436, + "FP": 8272, + "IoU": 0.7333969386485253, + "TN": 71713060, + "TP": 70720, + "n_pred": 78992, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9020537420829742, + "FN": 21638, + "FP": 20178, + "IoU": 0.8215827829262882, + "TN": 135211138, + "TP": 192556, + "n_pred": 212734, + "n_ref": 214194 + }, + "10": { + "Dice": 0.7351611282566568, + "FN": 23677, + "FP": 20603, + "IoU": 0.5812290756397889, + "TN": 135339772, + "TP": 61458, + "n_pred": 82061, + "n_ref": 85135 + }, + "11": { + "Dice": 0.0, + "FN": 3547, + "FP": 0, + "IoU": 0.0, + "TN": 135441963, + "TP": 0, + "n_pred": 0, + "n_ref": 3547 + }, + "12": { + "Dice": 0.0, + "FN": 5508, + "FP": 0, + "IoU": 0.0, + "TN": 135440002, + "TP": 0, + "n_pred": 0, + "n_ref": 5508 + }, + "13": { + "Dice": 0.620773471070793, + "FN": 19120, + "FP": 7091, + "IoU": 0.4500881168177241, + "TN": 135397846, + "TP": 21453, + "n_pred": 28544, + "n_ref": 40573 + }, + "14": { + "Dice": 0.8809359492589306, + "FN": 8985, + "FP": 27245, + "IoU": 0.7872077998355457, + "TN": 135275250, + "TP": 134030, + "n_pred": 161275, + "n_ref": 143015 + }, + "15": { + "Dice": 0.25404549582062447, + "FN": 29477, + "FP": 98675, + "IoU": 0.14550522090495685, + "TN": 135295536, + "TP": 21822, + "n_pred": 120497, + "n_ref": 51299 + }, + "2": { + "Dice": 0.7094644813681084, + "FN": 52515, + "FP": 76092, + "IoU": 0.5497442504490059, + "TN": 135159879, + "TP": 157024, + "n_pred": 233116, + "n_ref": 209539 + }, + "3": { + "Dice": 0.7568980414463106, + "FN": 34583, + "FP": 88932, + "IoU": 0.6088784883960265, + "TN": 135129713, + "TP": 192282, + "n_pred": 281214, + "n_ref": 226865 + }, + "4": { + "Dice": 0.8435553878090206, + "FN": 3316, + "FP": 9119, + "IoU": 0.7294386422976501, + "TN": 135399550, + "TP": 33525, + "n_pred": 42644, + "n_ref": 36841 + }, + "5": { + "Dice": 0.14933467869079903, + "FN": 25676, + "FP": 1302, + "IoU": 0.08069242826961084, + "TN": 135416164, + "TP": 2368, + "n_pred": 3670, + "n_ref": 28044 + }, + "6": { + "Dice": 0.9490907873786083, + "FN": 74458, + "FP": 95894, + "IoU": 0.9031139664397773, + "TN": 133687238, + "TP": 1587920, + "n_pred": 1683814, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.5915973132538691, + "FN": 82533, + "FP": 78229, + "IoU": 0.4200484128730623, + "TN": 135168311, + "TP": 116437, + "n_pred": 194666, + "n_ref": 198970 + }, + "8": { + "Dice": 0.586457782605137, + "FN": 157074, + "FP": 29869, + "IoU": 0.4148852261985991, + "TN": 135126012, + "TP": 132555, + "n_pred": 162424, + "n_ref": 289629 + }, + "9": { + "Dice": 0.7535726000606522, + "FN": 37154, + "FP": 2663, + "IoU": 0.6045860353337239, + "TN": 135344813, + "TP": 60880, + "n_pred": 63543, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7021925428432193, + "FN": 91230, + "FP": 48713, + "IoU": 0.5410606473024692, + "TN": 105449078, + "TP": 164984, + "n_pred": 213697, + "n_ref": 256214 + }, + "10": { + "Dice": 0.2210154683900308, + "FN": 45711, + "FP": 58433, + "IoU": 0.12423686910307943, + "TN": 105635087, + "TP": 14774, + "n_pred": 73207, + "n_ref": 60485 + }, + "11": { + "Dice": 0.0, + "FN": 2469, + "FP": 0, + "IoU": 0.0, + "TN": 105751536, + "TP": 0, + "n_pred": 0, + "n_ref": 2469 + }, + "12": { + "Dice": 0.2683730851270118, + "FN": 3712, + "FP": 61, + "IoU": 0.15498320268757, + "TN": 105749540, + "TP": 692, + "n_pred": 753, + "n_ref": 4404 + }, + "13": { + "Dice": 0.35012302671074774, + "FN": 60198, + "FP": 16661, + "IoU": 0.21221159660937036, + "TN": 105656442, + "TP": 20704, + "n_pred": 37365, + "n_ref": 80902 + }, + "14": { + "Dice": 0.9384395729225831, + "FN": 16806, + "FP": 6822, + "IoU": 0.8840189865650908, + "TN": 105550282, + "TP": 180095, + "n_pred": 186917, + "n_ref": 196901 + }, + "15": { + "Dice": 0.6786676629757942, + "FN": 12946, + "FP": 1245, + "IoU": 0.5136237447304384, + "TN": 105724828, + "TP": 14986, + "n_pred": 16231, + "n_ref": 27932 + }, + "2": { + "Dice": 0.8256243587812, + "FN": 37812, + "FP": 10798, + "IoU": 0.7030325986022189, + "TN": 105590317, + "TP": 115078, + "n_pred": 125876, + "n_ref": 152890 + }, + "3": { + "Dice": 0.8272138569245232, + "FN": 13956, + "FP": 51842, + "IoU": 0.7053407492991554, + "TN": 105530703, + "TP": 157504, + "n_pred": 209346, + "n_ref": 171460 + }, + "4": { + "Dice": 0.6087542654926907, + "FN": 19179, + "FP": 8682, + "IoU": 0.43756056201550386, + "TN": 105704469, + "TP": 21675, + "n_pred": 30357, + "n_ref": 40854 + }, + "5": { + "Dice": 0.1649042583595313, + "FN": 11211, + "FP": 477, + "IoU": 0.08986139230649431, + "TN": 105741163, + "TP": 1154, + "n_pred": 1631, + "n_ref": 12365 + }, + "6": { + "Dice": 0.8967672871713926, + "FN": 99498, + "FP": 231371, + "IoU": 0.8128541483076108, + "TN": 103986031, + "TP": 1437105, + "n_pred": 1668476, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.5535056361370204, + "FN": 126940, + "FP": 101253, + "IoU": 0.38265315784490106, + "TN": 105384370, + "TP": 141442, + "n_pred": 242695, + "n_ref": 268382 + }, + "8": { + "Dice": 0.8991825613079019, + "FN": 5673, + "FP": 12938, + "IoU": 0.8168316831683168, + "TN": 105652399, + "TP": 82995, + "n_pred": 95933, + "n_ref": 88668 + }, + "9": { + "Dice": 0.77017463042841, + "FN": 19634, + "FP": 13294, + "IoU": 0.6262471481594988, + "TN": 105665904, + "TP": 55173, + "n_pred": 68467, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9213194772476775, + "FN": 19201, + "FP": 20775, + "IoU": 0.8541170975228809, + "TN": 96863852, + "TP": 234052, + "n_pred": 254827, + "n_ref": 253253 + }, + "10": { + "Dice": 0.811755341743753, + "FN": 14158, + "FP": 31487, + "IoU": 0.6831550523736473, + "TN": 96993819, + "TP": 98416, + "n_pred": 129903, + "n_ref": 112574 + }, + "11": { + "Dice": 0.0, + "FN": 3561, + "FP": 0, + "IoU": 0.0, + "TN": 97134319, + "TP": 0, + "n_pred": 0, + "n_ref": 3561 + }, + "12": { + "Dice": 0.5130293159609121, + "FN": 2943, + "FP": 47, + "IoU": 0.34501642935377874, + "TN": 97133315, + "TP": 1575, + "n_pred": 1622, + "n_ref": 4518 + }, + "13": { + "Dice": 0.7071918733452207, + "FN": 17177, + "FP": 9918, + "IoU": 0.5470199782663212, + "TN": 97078065, + "TP": 32720, + "n_pred": 42638, + "n_ref": 49897 + }, + "14": { + "Dice": 0.8476289874241782, + "FN": 59396, + "FP": 14331, + "IoU": 0.7355521600022956, + "TN": 96859084, + "TP": 205069, + "n_pred": 219400, + "n_ref": 264465 + }, + "15": { + "Dice": 0.0, + "FN": 22372, + "FP": 76316, + "IoU": 0.0, + "TN": 97039192, + "TP": 0, + "n_pred": 76316, + "n_ref": 22372 + }, + "2": { + "Dice": 0.7060332010203108, + "FN": 60363, + "FP": 4290, + "IoU": 0.5456347114756173, + "TN": 96995587, + "TP": 77640, + "n_pred": 81930, + "n_ref": 138003 + }, + "3": { + "Dice": 0.7971481063223719, + "FN": 16581, + "FP": 55629, + "IoU": 0.6627150944453786, + "TN": 96923788, + "TP": 141882, + "n_pred": 197511, + "n_ref": 158463 + }, + "4": { + "Dice": 0.867714950189177, + "FN": 2498, + "FP": 5124, + "IoU": 0.7663396689147762, + "TN": 97105260, + "TP": 24998, + "n_pred": 30122, + "n_ref": 27496 + }, + "5": { + "Dice": 0.49046349466776046, + "FN": 9850, + "FP": 88, + "IoU": 0.32490999252768155, + "TN": 97123159, + "TP": 4783, + "n_pred": 4871, + "n_ref": 14633 + }, + "6": { + "Dice": 0.8811686515133815, + "FN": 67131, + "FP": 319425, + "IoU": 0.7875795156305639, + "TN": 95318112, + "TP": 1433212, + "n_pred": 1752637, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.8670076307767844, + "FN": 42349, + "FP": 22659, + "IoU": 0.7652369551007732, + "TN": 96860971, + "TP": 211901, + "n_pred": 234560, + "n_ref": 254250 + }, + "8": { + "Dice": 0.9072747404952598, + "FN": 12114, + "FP": 11585, + "IoU": 0.8302862339857205, + "TN": 96998239, + "TP": 115942, + "n_pred": 127527, + "n_ref": 128056 + }, + "9": { + "Dice": 0.7963588488749401, + "FN": 8697, + "FP": 21929, + "IoU": 0.6616248107922968, + "TN": 97047371, + "TP": 59883, + "n_pred": 81812, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9456556684429599, + "FN": 7319, + "FP": 11782, + "IoU": 0.8969135036240292, + "TN": 130581501, + "TP": 166190, + "n_pred": 177972, + "n_ref": 173509 + }, + "10": { + "Dice": 0.6546764680245227, + "FN": 20918, + "FP": 38507, + "IoU": 0.48663124703036587, + "TN": 130651037, + "TP": 56330, + "n_pred": 94837, + "n_ref": 77248 + }, + "11": { + "Dice": 0.0, + "FN": 4049, + "FP": 0, + "IoU": 0.0, + "TN": 130762743, + "TP": 0, + "n_pred": 0, + "n_ref": 4049 + }, + "12": { + "Dice": 0.2966725933451867, + "FN": 2744, + "FP": 25, + "IoU": 0.17417238294065016, + "TN": 130763439, + "TP": 584, + "n_pred": 609, + "n_ref": 3328 + }, + "13": { + "Dice": 0.543978565572951, + "FN": 34161, + "FP": 11453, + "IoU": 0.3736061521560011, + "TN": 130693972, + "TP": 27206, + "n_pred": 38659, + "n_ref": 61367 + }, + "14": { + "Dice": 0.8923325395515526, + "FN": 8041, + "FP": 28491, + "IoU": 0.8055960578550219, + "TN": 130578874, + "TP": 151386, + "n_pred": 179877, + "n_ref": 159427 + }, + "15": { + "Dice": 0.2929999912401342, + "FN": 12066, + "FP": 68643, + "IoU": 0.17164615684624307, + "TN": 130669359, + "TP": 16724, + "n_pred": 85367, + "n_ref": 28790 + }, + "2": { + "Dice": 0.9157289707254149, + "FN": 17607, + "FP": 9766, + "IoU": 0.8445572610549867, + "TN": 130590695, + "TP": 148724, + "n_pred": 158490, + "n_ref": 166331 + }, + "3": { + "Dice": 0.8959232502766303, + "FN": 11403, + "FP": 24527, + "IoU": 0.811468270209573, + "TN": 130576214, + "TP": 154648, + "n_pred": 179175, + "n_ref": 166051 + }, + "4": { + "Dice": 0.6952692254995988, + "FN": 12175, + "FP": 3394, + "IoU": 0.5328832883288329, + "TN": 130733462, + "TP": 17761, + "n_pred": 21155, + "n_ref": 29936 + }, + "5": { + "Dice": 0.15705492838598642, + "FN": 28617, + "FP": 280, + "IoU": 0.08521953844692773, + "TN": 130735203, + "TP": 2692, + "n_pred": 2972, + "n_ref": 31309 + }, + "6": { + "Dice": 0.9296045114284597, + "FN": 53299, + "FP": 141137, + "IoU": 0.8684682636966563, + "TN": 129288548, + "TP": 1283808, + "n_pred": 1424945, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.7424803036585755, + "FN": 166223, + "FP": 27541, + "IoU": 0.5904323453689965, + "TN": 130293698, + "TP": 279330, + "n_pred": 306871, + "n_ref": 445553 + }, + "8": { + "Dice": 0.6882804053204596, + "FN": 93350, + "FP": 30624, + "IoU": 0.524716111669133, + "TN": 130505950, + "TP": 136868, + "n_pred": 167492, + "n_ref": 230218 + }, + "9": { + "Dice": 0.7903456829419545, + "FN": 30021, + "FP": 8182, + "IoU": 0.6533649091288528, + "TN": 130656581, + "TP": 72008, + "n_pred": 80190, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6496105980080474, + "FN": 39318, + "FP": 134931, + "IoU": 0.4810542774179138, + "TN": 71900233, + "TP": 161526, + "n_pred": 296457, + "n_ref": 200844 + }, + "10": { + "Dice": 0.2579083563645325, + "FN": 48012, + "FP": 36300, + "IoU": 0.14804522902498915, + "TN": 72137045, + "TP": 14651, + "n_pred": 50951, + "n_ref": 62663 + }, + "11": { + "Dice": 0.0, + "FN": 2687, + "FP": 0, + "IoU": 0.0, + "TN": 72233321, + "TP": 0, + "n_pred": 0, + "n_ref": 2687 + }, + "12": { + "Dice": 0.0, + "FN": 4071, + "FP": 0, + "IoU": 0.0, + "TN": 72231937, + "TP": 0, + "n_pred": 0, + "n_ref": 4071 + }, + "13": { + "Dice": 0.30259235255994815, + "FN": 56431, + "FP": 8135, + "IoU": 0.17826734374403422, + "TN": 72157435, + "TP": 14007, + "n_pred": 22142, + "n_ref": 70438 + }, + "14": { + "Dice": 0.14051871776760747, + "FN": 15754, + "FP": 694872, + "IoU": 0.07556877238307466, + "TN": 71467291, + "TP": 58091, + "n_pred": 752963, + "n_ref": 73845 + }, + "15": { + "Dice": 0.24019156382390863, + "FN": 6800, + "FP": 129325, + "IoU": 0.13648733514758216, + "TN": 72078367, + "TP": 21516, + "n_pred": 150841, + "n_ref": 28316 + }, + "2": { + "Dice": 0.23737422862021637, + "FN": 105331, + "FP": 35799, + "IoU": 0.13467080334040493, + "TN": 72072914, + "TP": 21964, + "n_pred": 57763, + "n_ref": 127295 + }, + "3": { + "Dice": 0.7064987832920322, + "FN": 10015, + "FP": 121453, + "IoU": 0.5461910465690251, + "TN": 71946309, + "TP": 158231, + "n_pred": 279684, + "n_ref": 168246 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 4220, + "IoU": 0.0, + "TN": 72231788, + "TP": 0, + "n_pred": 4220, + "n_ref": 0 + }, + "5": { + "Dice": 0.7128883774453395, + "FN": 3271, + "FP": 721, + "IoU": 0.5538667858739383, + "TN": 72227060, + "TP": 4956, + "n_pred": 5677, + "n_ref": 8227 + }, + "6": { + "Dice": 0.7555074538054937, + "FN": 348124, + "FP": 405037, + "IoU": 0.607080738342496, + "TN": 70319174, + "TP": 1163673, + "n_pred": 1568710, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.342167825787222, + "FN": 204258, + "FP": 314840, + "IoU": 0.2063947310889297, + "TN": 71581907, + "TP": 135003, + "n_pred": 449843, + "n_ref": 339261 + }, + "8": { + "Dice": 0.8978577239446804, + "FN": 7981, + "FP": 5579, + "IoU": 0.8146477487082753, + "TN": 72162850, + "TP": 59598, + "n_pred": 65177, + "n_ref": 67579 + }, + "9": { + "Dice": 0.42305212944260606, + "FN": 34854, + "FP": 5421, + "IoU": 0.2682727421376792, + "TN": 72180967, + "TP": 14766, + "n_pred": 20187, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3348619718309859, + "FN": 59273, + "FP": 58789, + "IoU": 0.2011016301148321, + "TN": 52405339, + "TP": 29719, + "n_pred": 88508, + "n_ref": 88992 + }, + "10": { + "Dice": 0.0, + "FN": 47184, + "FP": 729, + "IoU": 0.0, + "TN": 52505207, + "TP": 0, + "n_pred": 729, + "n_ref": 47184 + }, + "11": { + "Dice": 0.0, + "FN": 2042, + "FP": 0, + "IoU": 0.0, + "TN": 52551078, + "TP": 0, + "n_pred": 0, + "n_ref": 2042 + }, + "12": { + "Dice": 0.061620077535196896, + "FN": 3915, + "FP": 684, + "IoU": 0.03178947368421053, + "TN": 52548370, + "TP": 151, + "n_pred": 835, + "n_ref": 4066 + }, + "13": { + "Dice": 0.2055160822064329, + "FN": 18925, + "FP": 1873, + "IoU": 0.11452656675749319, + "TN": 52529632, + "TP": 2690, + "n_pred": 4563, + "n_ref": 21615 + }, + "14": { + "Dice": 0.3628057694181854, + "FN": 40946, + "FP": 11360, + "IoU": 0.22160215485810378, + "TN": 52485923, + "TP": 14891, + "n_pred": 26251, + "n_ref": 55837 + }, + "15": { + "Dice": 0.0, + "FN": 25269, + "FP": 51472, + "IoU": 0.0, + "TN": 52476379, + "TP": 0, + "n_pred": 51472, + "n_ref": 25269 + }, + "2": { + "Dice": 0.6057601998858565, + "FN": 67677, + "FP": 20052, + "IoU": 0.4344734670723532, + "TN": 52397992, + "TP": 67399, + "n_pred": 87451, + "n_ref": 135076 + }, + "3": { + "Dice": 0.6955071750748303, + "FN": 50497, + "FP": 30580, + "IoU": 0.5331628980900889, + "TN": 52379447, + "TP": 92596, + "n_pred": 123176, + "n_ref": 143093 + }, + "4": { + "Dice": 0.0, + "FN": 1880, + "FP": 3385, + "IoU": 0.0, + "TN": 52547855, + "TP": 0, + "n_pred": 3385, + "n_ref": 1880 + }, + "5": { + "Dice": 0.23948760790866053, + "FN": 5422, + "FP": 40, + "IoU": 0.1360329009807023, + "TN": 52546798, + "TP": 860, + "n_pred": 900, + "n_ref": 6282 + }, + "6": { + "Dice": 0.8011379582213433, + "FN": 189056, + "FP": 100755, + "IoU": 0.6682486644024181, + "TN": 51679541, + "TP": 583768, + "n_pred": 684523, + "n_ref": 772824 + }, + "7": { + "Dice": 0.3256739012898741, + "FN": 150899, + "FP": 23711, + "IoU": 0.19451043708914773, + "TN": 52336345, + "TP": 42165, + "n_pred": 65876, + "n_ref": 193064 + }, + "8": { + "Dice": 0.6618582156748076, + "FN": 23882, + "FP": 12545, + "IoU": 0.49460993104596473, + "TN": 52481043, + "TP": 35650, + "n_pred": 48195, + "n_ref": 59532 + }, + "9": { + "Dice": 0.6139917695473252, + "FN": 32957, + "FP": 23792, + "IoU": 0.44299287410926363, + "TN": 52451238, + "TP": 45133, + "n_pred": 68925, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8287675745073316, + "FN": 22245, + "FP": 89522, + "IoU": 0.7076029970385408, + "TN": 143755006, + "TP": 270477, + "n_pred": 359999, + "n_ref": 292722 + }, + "10": { + "Dice": 0.5292564034388018, + "FN": 53492, + "FP": 26179, + "IoU": 0.3598563370775683, + "TN": 144012792, + "TP": 44787, + "n_pred": 70966, + "n_ref": 98279 + }, + "11": { + "Dice": 0.0, + "FN": 6619, + "FP": 0, + "IoU": 0.0, + "TN": 144130631, + "TP": 0, + "n_pred": 0, + "n_ref": 6619 + }, + "12": { + "Dice": 0.22736512900703676, + "FN": 4919, + "FP": 22, + "IoU": 0.1282639378969654, + "TN": 144131582, + "TP": 727, + "n_pred": 749, + "n_ref": 5646 + }, + "13": { + "Dice": 0.550967662152971, + "FN": 59747, + "FP": 12875, + "IoU": 0.3802314467126374, + "TN": 144020074, + "TP": 44554, + "n_pred": 57429, + "n_ref": 104301 + }, + "14": { + "Dice": 0.9382784277439064, + "FN": 39974, + "FP": 8720, + "IoU": 0.8837330353476023, + "TN": 143718438, + "TP": 370118, + "n_pred": 378838, + "n_ref": 410092 + }, + "15": { + "Dice": 0.7689579597529388, + "FN": 3369, + "FP": 8227, + "IoU": 0.6246398860583303, + "TN": 144106357, + "TP": 19297, + "n_pred": 27524, + "n_ref": 22666 + }, + "2": { + "Dice": 0.5995860979309743, + "FN": 76181, + "FP": 6436, + "IoU": 0.42814920434960163, + "TN": 143992777, + "TP": 61856, + "n_pred": 68292, + "n_ref": 138037 + }, + "3": { + "Dice": 0.7941442299117634, + "FN": 9449, + "FP": 75962, + "IoU": 0.6585731474782038, + "TN": 143887091, + "TP": 164748, + "n_pred": 240710, + "n_ref": 174197 + }, + "4": { + "Dice": 0.9102902891146476, + "FN": 4666, + "FP": 4500, + "IoU": 0.8353511765762529, + "TN": 144081580, + "TP": 46504, + "n_pred": 51004, + "n_ref": 51170 + }, + "5": { + "Dice": 0.2040157566473356, + "FN": 28403, + "FP": 695, + "IoU": 0.1135955158863131, + "TN": 144104423, + "TP": 3729, + "n_pred": 4424, + "n_ref": 32132 + }, + "6": { + "Dice": 0.8383757510532498, + "FN": 71673, + "FP": 424517, + "IoU": 0.7217271435349328, + "TN": 142354144, + "TP": 1286916, + "n_pred": 1711433, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.619071371964011, + "FN": 116264, + "FP": 47162, + "IoU": 0.4483007734038208, + "TN": 143841027, + "TP": 132797, + "n_pred": 179959, + "n_ref": 249061 + }, + "8": { + "Dice": 0.7422399059048389, + "FN": 67567, + "FP": 44637, + "IoU": 0.5901283634211738, + "TN": 143863496, + "TP": 161550, + "n_pred": 206187, + "n_ref": 229117 + }, + "9": { + "Dice": 0.8614688874343426, + "FN": 14834, + "FP": 10775, + "IoU": 0.7566494037154939, + "TN": 144032015, + "TP": 79626, + "n_pred": 90401, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9315154981996502, + "FN": 17785, + "FP": 11068, + "IoU": 0.8718100231028968, + "TN": 111553840, + "TP": 196227, + "n_pred": 207295, + "n_ref": 214012 + }, + "10": { + "Dice": 0.46726824481198687, + "FN": 26480, + "FP": 18034, + "IoU": 0.30485976638141044, + "TN": 111714884, + "TP": 19522, + "n_pred": 37556, + "n_ref": 46002 + }, + "11": { + "Dice": 0.0, + "FN": 3795, + "FP": 0, + "IoU": 0.0, + "TN": 111775125, + "TP": 0, + "n_pred": 0, + "n_ref": 3795 + }, + "12": { + "Dice": 0.07983539094650206, + "FN": 4466, + "FP": 6, + "IoU": 0.041577368195456495, + "TN": 111774254, + "TP": 194, + "n_pred": 200, + "n_ref": 4660 + }, + "13": { + "Dice": 0.4121237342211125, + "FN": 35117, + "FP": 15739, + "IoU": 0.25954398532366557, + "TN": 111710238, + "TP": 17826, + "n_pred": 33565, + "n_ref": 52943 + }, + "14": { + "Dice": 0.7119942462408216, + "FN": 6840, + "FP": 62036, + "IoU": 0.5527880944342, + "TN": 111624908, + "TP": 85136, + "n_pred": 147172, + "n_ref": 91976 + }, + "15": { + "Dice": 0.3456960974259618, + "FN": 8234, + "FP": 1222, + "IoU": 0.2089677095532876, + "TN": 111766966, + "TP": 2498, + "n_pred": 3720, + "n_ref": 10732 + }, + "2": { + "Dice": 0.885858893017838, + "FN": 34432, + "FP": 9860, + "IoU": 0.7951047560010918, + "TN": 111562751, + "TP": 171877, + "n_pred": 181737, + "n_ref": 206309 + }, + "3": { + "Dice": 0.7870581508761308, + "FN": 4935, + "FP": 26722, + "IoU": 0.6488836636683266, + "TN": 111688759, + "TP": 58504, + "n_pred": 85226, + "n_ref": 63439 + }, + "4": { + "Dice": 0.8685189010535014, + "FN": 1861, + "FP": 3231, + "IoU": 0.767594705613875, + "TN": 111757010, + "TP": 16818, + "n_pred": 20049, + "n_ref": 18679 + }, + "5": { + "Dice": 0.06121100917431193, + "FN": 25582, + "FP": 0, + "IoU": 0.0315717746820109, + "TN": 111752504, + "TP": 834, + "n_pred": 834, + "n_ref": 26416 + }, + "6": { + "Dice": 0.9566881964303323, + "FN": 70548, + "FP": 34866, + "IoU": 0.9169724651413368, + "TN": 110509293, + "TP": 1164213, + "n_pred": 1199079, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.3842901505117066, + "FN": 168906, + "FP": 53755, + "IoU": 0.2378460158755695, + "TN": 111486773, + "TP": 69486, + "n_pred": 123241, + "n_ref": 238392 + }, + "8": { + "Dice": 0.6907437736488394, + "FN": 118243, + "FP": 24133, + "IoU": 0.5275848682224044, + "TN": 111477541, + "TP": 159003, + "n_pred": 183136, + "n_ref": 277246 + }, + "9": { + "Dice": 0.7008683358948918, + "FN": 26301, + "FP": 19826, + "IoU": 0.5394898417610942, + "TN": 111678755, + "TP": 54038, + "n_pred": 73864, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7173749758102341, + "FN": 56047, + "FP": 30120, + "IoU": 0.559302182852233, + "TN": 198892351, + "TP": 109357, + "n_pred": 139477, + "n_ref": 165404 + }, + "10": { + "Dice": 0.604263698630137, + "FN": 27838, + "FP": 18384, + "IoU": 0.4329354320275791, + "TN": 199006364, + "TP": 35289, + "n_pred": 53673, + "n_ref": 63127 + }, + "11": { + "Dice": 0.0, + "FN": 4435, + "FP": 0, + "IoU": 0.0, + "TN": 199083440, + "TP": 0, + "n_pred": 0, + "n_ref": 4435 + }, + "12": { + "Dice": 0.2600896860986547, + "FN": 2813, + "FP": 157, + "IoU": 0.14948453608247422, + "TN": 199084383, + "TP": 522, + "n_pred": 679, + "n_ref": 3335 + }, + "13": { + "Dice": 0.2630907330810525, + "FN": 29615, + "FP": 3879, + "IoU": 0.15147062549084184, + "TN": 199048402, + "TP": 5979, + "n_pred": 9858, + "n_ref": 35594 + }, + "14": { + "Dice": 0.5335601923547152, + "FN": 20763, + "FP": 25019, + "IoU": 0.363847318910056, + "TN": 199015908, + "TP": 26185, + "n_pred": 51204, + "n_ref": 46948 + }, + "15": { + "Dice": 0.7230900746873031, + "FN": 58209, + "FP": 3337, + "IoU": 0.5662811920819151, + "TN": 198945972, + "TP": 80357, + "n_pred": 83694, + "n_ref": 138566 + }, + "2": { + "Dice": 0.8443650914843049, + "FN": 21753, + "FP": 17996, + "IoU": 0.7306503855692738, + "TN": 198940301, + "TP": 107825, + "n_pred": 125821, + "n_ref": 129578 + }, + "3": { + "Dice": 0.8713087172104368, + "FN": 14155, + "FP": 22674, + "IoU": 0.7719637162936132, + "TN": 198926370, + "TP": 124676, + "n_pred": 147350, + "n_ref": 138831 + }, + "4": { + "Dice": 0.7842639593908629, + "FN": 2906, + "FP": 4914, + "IoU": 0.6450939457202505, + "TN": 199065841, + "TP": 14214, + "n_pred": 19128, + "n_ref": 17120 + }, + "5": { + "Dice": 0.05744274809160305, + "FN": 19466, + "FP": 290, + "IoU": 0.029570684743098537, + "TN": 199067517, + "TP": 602, + "n_pred": 892, + "n_ref": 20068 + }, + "6": { + "Dice": 0.8900605010816635, + "FN": 80555, + "FP": 184876, + "IoU": 0.8019000152251986, + "TN": 197747991, + "TP": 1074453, + "n_pred": 1259329, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.6584857749108154, + "FN": 70990, + "FP": 17371, + "IoU": 0.49085262205627295, + "TN": 198914328, + "TP": 85186, + "n_pred": 102557, + "n_ref": 156176 + }, + "8": { + "Dice": 0.804880671326056, + "FN": 32271, + "FP": 9466, + "IoU": 0.673473059982319, + "TN": 198960054, + "TP": 86084, + "n_pred": 95550, + "n_ref": 118355 + }, + "9": { + "Dice": 0.8432631169605115, + "FN": 19913, + "FP": 11122, + "IoU": 0.729001667816383, + "TN": 198973354, + "TP": 83486, + "n_pred": 94608, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.808733145991846, + "FN": 19038, + "FP": 59167, + "IoU": 0.678884956188255, + "TN": 130831650, + "TP": 165337, + "n_pred": 224504, + "n_ref": 184375 + }, + "10": { + "Dice": 0.6450471158393637, + "FN": 19299, + "FP": 50500, + "IoU": 0.476066085677183, + "TN": 130941971, + "TP": 63422, + "n_pred": 113922, + "n_ref": 82721 + }, + "11": { + "Dice": 0.0, + "FN": 4071, + "FP": 0, + "IoU": 0.0, + "TN": 131071121, + "TP": 0, + "n_pred": 0, + "n_ref": 4071 + }, + "12": { + "Dice": 0.6078785688471269, + "FN": 2112, + "FP": 1143, + "IoU": 0.43665628245067495, + "TN": 131069414, + "TP": 2523, + "n_pred": 3666, + "n_ref": 4635 + }, + "13": { + "Dice": 0.38431934267792633, + "FN": 65742, + "FP": 12487, + "IoU": 0.2378683813142384, + "TN": 130972547, + "TP": 24416, + "n_pred": 36903, + "n_ref": 90158 + }, + "14": { + "Dice": 0.06116477599229788, + "FN": 40381, + "FP": 457918, + "IoU": 0.03154717597190451, + "TN": 130560661, + "TP": 16232, + "n_pred": 474150, + "n_ref": 56613 + }, + "15": { + "Dice": 0.09692287039661113, + "FN": 24330, + "FP": 36215, + "IoU": 0.05092955450355833, + "TN": 131011398, + "TP": 3249, + "n_pred": 39464, + "n_ref": 27579 + }, + "2": { + "Dice": 0.5236952107440018, + "FN": 100809, + "FP": 7326, + "IoU": 0.35473380195963766, + "TN": 130907610, + "TP": 59447, + "n_pred": 66773, + "n_ref": 160256 + }, + "3": { + "Dice": 0.7133911981577069, + "FN": 13648, + "FP": 128109, + "IoU": 0.5544740539130489, + "TN": 130757013, + "TP": 176422, + "n_pred": 304531, + "n_ref": 190070 + }, + "4": { + "Dice": 0.7360863242778769, + "FN": 28535, + "FP": 3407, + "IoU": 0.5823865493482553, + "TN": 130998705, + "TP": 44545, + "n_pred": 47952, + "n_ref": 73080 + }, + "5": { + "Dice": 0.2925881478941654, + "FN": 12139, + "FP": 240, + "IoU": 0.17136354508333893, + "TN": 131060253, + "TP": 2560, + "n_pred": 2800, + "n_ref": 14699 + }, + "6": { + "Dice": 0.8009205624549165, + "FN": 57289, + "FP": 643994, + "IoU": 0.6679462072126503, + "TN": 128963236, + "TP": 1410673, + "n_pred": 2054667, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.4420327980379036, + "FN": 499078, + "FP": 202982, + "IoU": 0.2837240716500383, + "TN": 130095039, + "TP": 278093, + "n_pred": 481075, + "n_ref": 777171 + }, + "8": { + "Dice": 0.9147800579610116, + "FN": 11553, + "FP": 10178, + "IoU": 0.8429443862248401, + "TN": 130936827, + "TP": 116634, + "n_pred": 126812, + "n_ref": 128187 + }, + "9": { + "Dice": 0.5892550571023364, + "FN": 33966, + "FP": 10056, + "IoU": 0.4176907101945793, + "TN": 130999593, + "TP": 31577, + "n_pred": 41633, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7425973198360698, + "FN": 12777, + "FP": 127787, + "IoU": 0.5905803538920847, + "TN": 101273875, + "TP": 202761, + "n_pred": 330548, + "n_ref": 215538 + }, + "10": { + "Dice": 0.39468100566778086, + "FN": 32244, + "FP": 9408, + "IoU": 0.24585830421321359, + "TN": 101561969, + "TP": 13579, + "n_pred": 22987, + "n_ref": 45823 + }, + "11": { + "Dice": 0.0, + "FN": 4959, + "FP": 0, + "IoU": 0.0, + "TN": 101612241, + "TP": 0, + "n_pred": 0, + "n_ref": 4959 + }, + "12": { + "Dice": 0.2974104512327493, + "FN": 4531, + "FP": 0, + "IoU": 0.17468123861566484, + "TN": 101611710, + "TP": 959, + "n_pred": 959, + "n_ref": 5490 + }, + "13": { + "Dice": 0.7211091765423283, + "FN": 15147, + "FP": 19612, + "IoU": 0.5638551495683598, + "TN": 101537504, + "TP": 44937, + "n_pred": 64549, + "n_ref": 60084 + }, + "14": { + "Dice": 0.8552512879392227, + "FN": 4413, + "FP": 15002, + "IoU": 0.7471083207419371, + "TN": 101540428, + "TP": 57357, + "n_pred": 72359, + "n_ref": 61770 + }, + "15": { + "Dice": 0.4376179559631071, + "FN": 12745, + "FP": 39998, + "IoU": 0.2800966368202664, + "TN": 101543936, + "TP": 20521, + "n_pred": 60519, + "n_ref": 33266 + }, + "2": { + "Dice": 0.40649872024122574, + "FN": 125968, + "FP": 9450, + "IoU": 0.2550978310496004, + "TN": 101435407, + "TP": 46375, + "n_pred": 55825, + "n_ref": 172343 + }, + "3": { + "Dice": 0.7267328866001594, + "FN": 4332, + "FP": 122494, + "IoU": 0.5707623160545304, + "TN": 101321732, + "TP": 168642, + "n_pred": 291136, + "n_ref": 172974 + }, + "4": { + "Dice": 0.3693615544760583, + "FN": 3439, + "FP": 40181, + "IoU": 0.2265134588786041, + "TN": 101560806, + "TP": 12774, + "n_pred": 52955, + "n_ref": 16213 + }, + "5": { + "Dice": 0.33493468638669976, + "FN": 24166, + "FP": 476, + "IoU": 0.2011540830550783, + "TN": 101586353, + "TP": 6205, + "n_pred": 6681, + "n_ref": 30371 + }, + "6": { + "Dice": 0.8583801149308937, + "FN": 240503, + "FP": 186214, + "IoU": 0.7518966042527658, + "TN": 99897284, + "TP": 1293199, + "n_pred": 1479413, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.7993111422622172, + "FN": 85995, + "FP": 85660, + "IoU": 0.6657104687122681, + "TN": 101103708, + "TP": 341837, + "n_pred": 427497, + "n_ref": 427832 + }, + "8": { + "Dice": 0.6870395074397126, + "FN": 98040, + "FP": 23952, + "IoU": 0.5232750805014538, + "TN": 101361304, + "TP": 133904, + "n_pred": 157856, + "n_ref": 231944 + }, + "9": { + "Dice": 0.8271781392700978, + "FN": 12707, + "FP": 15829, + "IoU": 0.7052888140704555, + "TN": 101520373, + "TP": 68291, + "n_pred": 84120, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8964139415668388, + "FN": 37946, + "FP": 2185, + "IoU": 0.8122737096185692, + "TN": 118968438, + "TP": 173643, + "n_pred": 175828, + "n_ref": 211589 + }, + "10": { + "Dice": 0.6687749941376666, + "FN": 27986, + "FP": 24277, + "IoU": 0.5023756248512259, + "TN": 119077187, + "TP": 52762, + "n_pred": 77039, + "n_ref": 80748 + }, + "11": { + "Dice": 0.0, + "FN": 4038, + "FP": 0, + "IoU": 0.0, + "TN": 119178174, + "TP": 0, + "n_pred": 0, + "n_ref": 4038 + }, + "12": { + "Dice": 0.0, + "FN": 4135, + "FP": 1376, + "IoU": 0.0, + "TN": 119176701, + "TP": 0, + "n_pred": 1376, + "n_ref": 4135 + }, + "13": { + "Dice": 0.44659498207885306, + "FN": 16254, + "FP": 25434, + "IoU": 0.2874942316566682, + "TN": 119123703, + "TP": 16821, + "n_pred": 42255, + "n_ref": 33075 + }, + "14": { + "Dice": 0.23011126210911098, + "FN": 50035, + "FP": 55904, + "IoU": 0.13001453548053313, + "TN": 119060441, + "TP": 15832, + "n_pred": 71736, + "n_ref": 65867 + }, + "15": { + "Dice": 0.03660584455180824, + "FN": 18769, + "FP": 83924, + "IoU": 0.018644164978402968, + "TN": 119077568, + "TP": 1951, + "n_pred": 85875, + "n_ref": 20720 + }, + "2": { + "Dice": 0.8379130304264855, + "FN": 37175, + "FP": 23299, + "IoU": 0.7210415849805106, + "TN": 118965427, + "TP": 156311, + "n_pred": 179610, + "n_ref": 193486 + }, + "3": { + "Dice": 0.87973009093339, + "FN": 35727, + "FP": 8369, + "IoU": 0.7852840496861746, + "TN": 118976843, + "TP": 161273, + "n_pred": 169642, + "n_ref": 197000 + }, + "4": { + "Dice": 0.6825830616633142, + "FN": 18735, + "FP": 4146, + "IoU": 0.5181222753406483, + "TN": 119134729, + "TP": 24602, + "n_pred": 28748, + "n_ref": 43337 + }, + "5": { + "Dice": 0.2124692782264132, + "FN": 15604, + "FP": 97, + "IoU": 0.1188618889948931, + "TN": 119164393, + "TP": 2118, + "n_pred": 2215, + "n_ref": 17722 + }, + "6": { + "Dice": 0.9109056766419977, + "FN": 89395, + "FP": 233278, + "IoU": 0.8363882329616816, + "TN": 117210025, + "TP": 1649514, + "n_pred": 1882792, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.49478931254743774, + "FN": 181589, + "FP": 55373, + "IoU": 0.328717645092479, + "TN": 118829213, + "TP": 116037, + "n_pred": 171410, + "n_ref": 297626 + }, + "8": { + "Dice": 0.89278734717993, + "FN": 13410, + "FP": 3103, + "IoU": 0.80633773910188, + "TN": 119096945, + "TP": 68754, + "n_pred": 71857, + "n_ref": 82164 + }, + "9": { + "Dice": 0.7802842163355408, + "FN": 28966, + "FP": 2884, + "IoU": 0.6397262598269329, + "TN": 119093807, + "TP": 56555, + "n_pred": 59439, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 26006, + "IoU": 0.0, + "TN": 61306474, + "TP": 0, + "n_pred": 26006, + "n_ref": 0 + }, + "10": { + "Dice": 0.547356598475732, + "FN": 17371, + "FP": 10840, + "IoU": 0.3768003887956172, + "TN": 61287212, + "TP": 17057, + "n_pred": 27897, + "n_ref": 34428 + }, + "11": { + "Dice": 0.0, + "FN": 3864, + "FP": 0, + "IoU": 0.0, + "TN": 61328616, + "TP": 0, + "n_pred": 0, + "n_ref": 3864 + }, + "12": { + "Dice": 0.20863836017569545, + "FN": 4280, + "FP": 44, + "IoU": 0.11646914589293011, + "TN": 61327586, + "TP": 570, + "n_pred": 614, + "n_ref": 4850 + }, + "13": { + "Dice": 0.30634813242190234, + "FN": 39565, + "FP": 19899, + "IoU": 0.1808802259108754, + "TN": 61259885, + "TP": 13131, + "n_pred": 33030, + "n_ref": 52696 + }, + "14": { + "Dice": 0.9325017882519908, + "FN": 24838, + "FP": 10737, + "IoU": 0.873539438276937, + "TN": 61051167, + "TP": 245738, + "n_pred": 256475, + "n_ref": 270576 + }, + "15": { + "Dice": 0.4174139595473208, + "FN": 62340, + "FP": 37838, + "IoU": 0.2637543545044317, + "TN": 61196414, + "TP": 35888, + "n_pred": 73726, + "n_ref": 98228 + }, + "2": { + "Dice": 0.5052459193406158, + "FN": 104792, + "FP": 5176, + "IoU": 0.33801273793327635, + "TN": 61166362, + "TP": 56150, + "n_pred": 61326, + "n_ref": 160942 + }, + "3": { + "Dice": 0.6846114688362374, + "FN": 13658, + "FP": 92287, + "IoU": 0.5204633099777307, + "TN": 61111548, + "TP": 114987, + "n_pred": 207274, + "n_ref": 128645 + }, + "4": { + "Dice": 0.8706476680806836, + "FN": 6169, + "FP": 4534, + "IoU": 0.7709265244098196, + "TN": 61285757, + "TP": 36020, + "n_pred": 40554, + "n_ref": 42189 + }, + "5": { + "Dice": 0.39800535598854925, + "FN": 6417, + "FP": 102, + "IoU": 0.24844362462531705, + "TN": 61323806, + "TP": 2155, + "n_pred": 2257, + "n_ref": 8572 + }, + "6": { + "Dice": 0.9429468486379798, + "FN": 29397, + "FP": 112995, + "IoU": 0.8920524454451381, + "TN": 60013395, + "TP": 1176693, + "n_pred": 1289688, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.34308009969956915, + "FN": 155294, + "FP": 32097, + "IoU": 0.20705895296288146, + "TN": 61096156, + "TP": 48933, + "n_pred": 81030, + "n_ref": 204227 + }, + "8": { + "Dice": 0.6815075354511253, + "FN": 36292, + "FP": 6629, + "IoU": 0.5168839062605525, + "TN": 61243638, + "TP": 45921, + "n_pred": 52550, + "n_ref": 82213 + }, + "9": { + "Dice": 0.6798349349754604, + "FN": 15516, + "FP": 29561, + "IoU": 0.5149620702641631, + "TN": 61239545, + "TP": 47858, + "n_pred": 77419, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9194232016104601, + "FN": 14790, + "FP": 13669, + "IoU": 0.8508633564784488, + "TN": 148916675, + "TP": 162366, + "n_pred": 176035, + "n_ref": 177156 + }, + "10": { + "Dice": 0.6407305336208251, + "FN": 27931, + "FP": 22389, + "IoU": 0.4713785967160761, + "TN": 149012309, + "TP": 44871, + "n_pred": 67260, + "n_ref": 72802 + }, + "11": { + "Dice": 0.0, + "FN": 2604, + "FP": 0, + "IoU": 0.0, + "TN": 149104896, + "TP": 0, + "n_pred": 0, + "n_ref": 2604 + }, + "12": { + "Dice": 0.016233766233766232, + "FN": 2077, + "FP": 347, + "IoU": 0.008183306055646482, + "TN": 149105056, + "TP": 20, + "n_pred": 367, + "n_ref": 2097 + }, + "13": { + "Dice": 0.2696447793326157, + "FN": 69838, + "FP": 8868, + "IoU": 0.1558320373250389, + "TN": 149014265, + "TP": 14529, + "n_pred": 23397, + "n_ref": 84367 + }, + "14": { + "Dice": 0.8614802841634738, + "FN": 6725, + "FP": 21041, + "IoU": 0.7566669880024889, + "TN": 148993393, + "TP": 86341, + "n_pred": 107382, + "n_ref": 93066 + }, + "15": { + "Dice": 0.4915232567059606, + "FN": 18821, + "FP": 20949, + "IoU": 0.3258407919717928, + "TN": 149048508, + "TP": 19222, + "n_pred": 40171, + "n_ref": 38043 + }, + "2": { + "Dice": 0.8602494057600703, + "FN": 21830, + "FP": 22089, + "IoU": 0.7547698681690518, + "TN": 148928407, + "TP": 135174, + "n_pred": 157263, + "n_ref": 157004 + }, + "3": { + "Dice": 0.3579969122622606, + "FN": 38289, + "FP": 39889, + "IoU": 0.21802450612653163, + "TN": 149007525, + "TP": 21797, + "n_pred": 61686, + "n_ref": 60086 + }, + "4": { + "Dice": 0.9123278599115682, + "FN": 2414, + "FP": 2087, + "IoU": 0.8387893982808023, + "TN": 149079580, + "TP": 23419, + "n_pred": 25506, + "n_ref": 25833 + }, + "5": { + "Dice": 0.0, + "FN": 33716, + "FP": 0, + "IoU": 0.0, + "TN": 149073784, + "TP": 0, + "n_pred": 0, + "n_ref": 33716 + }, + "6": { + "Dice": 0.9508240076223875, + "FN": 56237, + "FP": 52355, + "IoU": 0.9062578771628746, + "TN": 147949088, + "TP": 1049820, + "n_pred": 1102175, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.48300996036587796, + "FN": 184281, + "FP": 10206, + "IoU": 0.3184002186872457, + "TN": 148822161, + "TP": 90852, + "n_pred": 101058, + "n_ref": 275133 + }, + "8": { + "Dice": 0.7074949396458645, + "FN": 90479, + "FP": 24116, + "IoU": 0.5473827231686171, + "TN": 148854317, + "TP": 138588, + "n_pred": 162704, + "n_ref": 229067 + }, + "9": { + "Dice": 0.7396388472085683, + "FN": 30307, + "FP": 9949, + "IoU": 0.5868467506876308, + "TN": 149010064, + "TP": 57180, + "n_pred": 67129, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.25359358549696187, + "FN": 437664, + "FP": 18197, + "IoU": 0.14520880328369906, + "TN": 100179499, + "TP": 77440, + "n_pred": 95637, + "n_ref": 515104 + }, + "10": { + "Dice": 0.17448033258714424, + "FN": 33015, + "FP": 18613, + "IoU": 0.09557844579917314, + "TN": 100655716, + "TP": 5456, + "n_pred": 24069, + "n_ref": 38471 + }, + "11": { + "Dice": 0.0, + "FN": 3481, + "FP": 0, + "IoU": 0.0, + "TN": 100709319, + "TP": 0, + "n_pred": 0, + "n_ref": 3481 + }, + "12": { + "Dice": 0.37953488372093025, + "FN": 4445, + "FP": 224, + "IoU": 0.23421354764638347, + "TN": 100706703, + "TP": 1428, + "n_pred": 1652, + "n_ref": 5873 + }, + "13": { + "Dice": 0.008842165311818756, + "FN": 38938, + "FP": 9711, + "IoU": 0.0044407154258584705, + "TN": 100663934, + "TP": 217, + "n_pred": 9928, + "n_ref": 39155 + }, + "14": { + "Dice": 0.5134970319323144, + "FN": 33482, + "FP": 194684, + "IoU": 0.3454396277457908, + "TN": 100364221, + "TP": 120413, + "n_pred": 315097, + "n_ref": 153895 + }, + "15": { + "Dice": 0.8546089285022711, + "FN": 18032, + "FP": 8247, + "IoU": 0.7461285055983307, + "TN": 100609287, + "TP": 77234, + "n_pred": 85481, + "n_ref": 95266 + }, + "2": { + "Dice": 0.03742886478801811, + "FN": 228654, + "FP": 2905, + "IoU": 0.01907134172946823, + "TN": 100476739, + "TP": 4502, + "n_pred": 7407, + "n_ref": 233156 + }, + "3": { + "Dice": 0.6139741802691401, + "FN": 35423, + "FP": 201637, + "IoU": 0.4429745618940651, + "TN": 100287218, + "TP": 188522, + "n_pred": 390159, + "n_ref": 223945 + }, + "4": { + "Dice": 0.24175306843019673, + "FN": 46868, + "FP": 20779, + "IoU": 0.13749665310910228, + "TN": 100634369, + "TP": 10784, + "n_pred": 31563, + "n_ref": 57652 + }, + "5": { + "Dice": 0.0165016501650165, + "FN": 16328, + "FP": 956, + "IoU": 0.008319467554076539, + "TN": 100695371, + "TP": 145, + "n_pred": 1101, + "n_ref": 16473 + }, + "6": { + "Dice": 0.4174884275411511, + "FN": 1372077, + "FP": 598075, + "IoU": 0.2638138227908645, + "TN": 98036640, + "TP": 706008, + "n_pred": 1304083, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.2582240007432625, + "FN": 133387, + "FP": 90165, + "IoU": 0.14825327760484336, + "TN": 100450337, + "TP": 38911, + "n_pred": 129076, + "n_ref": 172298 + }, + "8": { + "Dice": 0.8446165610123085, + "FN": 20396, + "FP": 11101, + "IoU": 0.7310270621087779, + "TN": 100595699, + "TP": 85604, + "n_pred": 96705, + "n_ref": 106000 + }, + "9": { + "Dice": 0.5776480573483705, + "FN": 54554, + "FP": 14615, + "IoU": 0.4061217480896368, + "TN": 100596330, + "TP": 47301, + "n_pred": 61916, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8269104931058658, + "FN": 7067, + "FP": 22559, + "IoU": 0.7048997440060562, + "TN": 78850307, + "TP": 70767, + "n_pred": 93326, + "n_ref": 77834 + }, + "10": { + "Dice": 0.48957463131872814, + "FN": 24586, + "FP": 5353, + "IoU": 0.32413030227780665, + "TN": 78906403, + "TP": 14358, + "n_pred": 19711, + "n_ref": 38944 + }, + "11": { + "Dice": 0.0, + "FN": 1368, + "FP": 0, + "IoU": 0.0, + "TN": 78949332, + "TP": 0, + "n_pred": 0, + "n_ref": 1368 + }, + "12": { + "Dice": 0.0, + "FN": 2560, + "FP": 0, + "IoU": 0.0, + "TN": 78948140, + "TP": 0, + "n_pred": 0, + "n_ref": 2560 + }, + "13": { + "Dice": 0.2027411504744299, + "FN": 52386, + "FP": 2817, + "IoU": 0.11280576002057151, + "TN": 78888478, + "TP": 7019, + "n_pred": 9836, + "n_ref": 59405 + }, + "14": { + "Dice": 0.0012931137700652145, + "FN": 27188, + "FP": 97929, + "IoU": 0.0006469751912969856, + "TN": 78825502, + "TP": 81, + "n_pred": 98010, + "n_ref": 27269 + }, + "15": { + "Dice": 0.8455935906773488, + "FN": 13840, + "FP": 2696, + "IoU": 0.7324921135646688, + "TN": 78888885, + "TP": 45279, + "n_pred": 47975, + "n_ref": 59119 + }, + "2": { + "Dice": 0.7556135565500361, + "FN": 32667, + "FP": 10966, + "IoU": 0.6072177662552773, + "TN": 78839613, + "TP": 67454, + "n_pred": 78420, + "n_ref": 100121 + }, + "3": { + "Dice": 0.9030265171269578, + "FN": 5892, + "FP": 11029, + "IoU": 0.8231981275991056, + "TN": 78854994, + "TP": 78785, + "n_pred": 89814, + "n_ref": 84677 + }, + "4": { + "Dice": 0.806847375871651, + "FN": 1739, + "FP": 5629, + "IoU": 0.6762314892121105, + "TN": 78927943, + "TP": 15389, + "n_pred": 21018, + "n_ref": 17128 + }, + "5": { + "Dice": 0.0021211947486097574, + "FN": 34761, + "FP": 51, + "IoU": 0.0010617234353926942, + "TN": 78915851, + "TP": 37, + "n_pred": 88, + "n_ref": 34798 + }, + "6": { + "Dice": 0.8612058445753489, + "FN": 143204, + "FP": 38550, + "IoU": 0.7562436463806834, + "TN": 78205062, + "TP": 563884, + "n_pred": 602434, + "n_ref": 707088 + }, + "7": { + "Dice": 0.04693990584325672, + "FN": 703146, + "FP": 26452, + "IoU": 0.024034030485643388, + "TN": 78203135, + "TP": 17967, + "n_pred": 44419, + "n_ref": 721113 + }, + "8": { + "Dice": 0.5952108743849366, + "FN": 189760, + "FP": 2495, + "IoU": 0.4237012257084019, + "TN": 78617097, + "TP": 141348, + "n_pred": 143843, + "n_ref": 331108 + }, + "9": { + "Dice": 0.38828395145433586, + "FN": 42731, + "FP": 2380, + "IoU": 0.2409133741670593, + "TN": 78891272, + "TP": 14317, + "n_pred": 16697, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8065692480761611, + "FN": 8748, + "FP": 58139, + "IoU": 0.67584084520694, + "TN": 104798100, + "TP": 139453, + "n_pred": 197592, + "n_ref": 148201 + }, + "10": { + "Dice": 0.4810508156532793, + "FN": 47498, + "FP": 38235, + "IoU": 0.3166997425658928, + "TN": 104878971, + "TP": 39736, + "n_pred": 77971, + "n_ref": 87234 + }, + "11": { + "Dice": 0.0, + "FN": 4331, + "FP": 0, + "IoU": 0.0, + "TN": 105000109, + "TP": 0, + "n_pred": 0, + "n_ref": 4331 + }, + "12": { + "Dice": 0.30849220103986136, + "FN": 3943, + "FP": 47, + "IoU": 0.18237704918032788, + "TN": 104999560, + "TP": 890, + "n_pred": 937, + "n_ref": 4833 + }, + "13": { + "Dice": 0.5488832483270606, + "FN": 43327, + "FP": 13368, + "IoU": 0.3782488539907442, + "TN": 104913254, + "TP": 34491, + "n_pred": 47859, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9243662379832793, + "FN": 1476, + "FP": 9751, + "IoU": 0.8593689326469004, + "TN": 104924607, + "TP": 68606, + "n_pred": 78357, + "n_ref": 70082 + }, + "15": { + "Dice": 0.11681012133153583, + "FN": 21544, + "FP": 21039, + "IoU": 0.06202779796911826, + "TN": 104959041, + "TP": 2816, + "n_pred": 23855, + "n_ref": 24360 + }, + "2": { + "Dice": 0.7915182558353691, + "FN": 56862, + "FP": 3133, + "IoU": 0.6549691459199577, + "TN": 104830557, + "TP": 113888, + "n_pred": 117021, + "n_ref": 170750 + }, + "3": { + "Dice": 0.8367102272727273, + "FN": 6282, + "FP": 51196, + "IoU": 0.719262084898334, + "TN": 104799701, + "TP": 147261, + "n_pred": 198457, + "n_ref": 153543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 9034, + "IoU": 0.0, + "TN": 104995406, + "TP": 0, + "n_pred": 9034, + "n_ref": 0 + }, + "5": { + "Dice": 0.07883522727272728, + "FN": 28748, + "FP": 2380, + "IoU": 0.041035120147874304, + "TN": 104971980, + "TP": 1332, + "n_pred": 3712, + "n_ref": 30080 + }, + "6": { + "Dice": 0.8959746253737998, + "FN": 43246, + "FP": 233689, + "IoU": 0.8115525656981915, + "TN": 103534879, + "TP": 1192626, + "n_pred": 1426315, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.7077127716026235, + "FN": 30040, + "FP": 135204, + "IoU": 0.5476435548158206, + "TN": 104639144, + "TP": 200052, + "n_pred": 335256, + "n_ref": 230092 + }, + "8": { + "Dice": 0.7215544074381949, + "FN": 150474, + "FP": 16005, + "IoU": 0.564399777070147, + "TN": 104622257, + "TP": 215704, + "n_pred": 231709, + "n_ref": 366178 + }, + "9": { + "Dice": 0.791775299018949, + "FN": 19909, + "FP": 18826, + "IoU": 0.6553212315358605, + "TN": 104892060, + "TP": 73645, + "n_pred": 92471, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.636850399655374, + "FN": 182322, + "FP": 86595, + "IoU": 0.46719039457911893, + "TN": 177171573, + "TP": 235798, + "n_pred": 322393, + "n_ref": 418120 + }, + "10": { + "Dice": 0.04315777349984369, + "FN": 69338, + "FP": 46970, + "IoU": 0.022054804886867174, + "TN": 177557357, + "TP": 2623, + "n_pred": 49593, + "n_ref": 71961 + }, + "11": { + "Dice": 0.0, + "FN": 4743, + "FP": 0, + "IoU": 0.0, + "TN": 177671545, + "TP": 0, + "n_pred": 0, + "n_ref": 4743 + }, + "12": { + "Dice": 0.41113675706866704, + "FN": 3773, + "FP": 309, + "IoU": 0.2587615761757763, + "TN": 177670781, + "TP": 1425, + "n_pred": 1734, + "n_ref": 5198 + }, + "13": { + "Dice": 0.5261304697202133, + "FN": 41072, + "FP": 23796, + "IoU": 0.35697221423685804, + "TN": 177575409, + "TP": 36011, + "n_pred": 59807, + "n_ref": 77083 + }, + "14": { + "Dice": 0.9156926689277328, + "FN": 6048, + "FP": 6878, + "IoU": 0.8444955066588068, + "TN": 177593165, + "TP": 70197, + "n_pred": 77075, + "n_ref": 76245 + }, + "15": { + "Dice": 0.08539510926050607, + "FN": 16637, + "FP": 123282, + "IoU": 0.044601948774675486, + "TN": 177529837, + "TP": 6532, + "n_pred": 129814, + "n_ref": 23169 + }, + "2": { + "Dice": 0.7264715966314527, + "FN": 78757, + "FP": 23361, + "IoU": 0.5704400425698385, + "TN": 177438561, + "TP": 135609, + "n_pred": 158970, + "n_ref": 214366 + }, + "3": { + "Dice": 0.7867086730593176, + "FN": 24007, + "FP": 75243, + "IoU": 0.6484087173383212, + "TN": 177394000, + "TP": 183038, + "n_pred": 258281, + "n_ref": 207045 + }, + "4": { + "Dice": 0.726656902233614, + "FN": 6650, + "FP": 14252, + "IoU": 0.5706685837526959, + "TN": 177627603, + "TP": 27783, + "n_pred": 42035, + "n_ref": 34433 + }, + "5": { + "Dice": 0.1919054886665536, + "FN": 27786, + "FP": 806, + "IoU": 0.1061368681026667, + "TN": 177644301, + "TP": 3395, + "n_pred": 4201, + "n_ref": 31181 + }, + "6": { + "Dice": 0.8597787769908953, + "FN": 132546, + "FP": 413157, + "IoU": 0.7540455831210484, + "TN": 175457572, + "TP": 1673013, + "n_pred": 2086170, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.7917090436233506, + "FN": 64985, + "FP": 94554, + "IoU": 0.6552304636935132, + "TN": 177213547, + "TP": 303202, + "n_pred": 397756, + "n_ref": 368187 + }, + "8": { + "Dice": 0.6983988649656714, + "FN": 64815, + "FP": 51464, + "IoU": 0.5365690349887808, + "TN": 177425379, + "TP": 134630, + "n_pred": 186094, + "n_ref": 199445 + }, + "9": { + "Dice": 0.8169667726021248, + "FN": 33298, + "FP": 12373, + "IoU": 0.6905695915228629, + "TN": 177528691, + "TP": 101926, + "n_pred": 114299, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9264440533737275, + "FN": 20706, + "FP": 5710, + "IoU": 0.8629676509036582, + "TN": 193812763, + "TP": 166356, + "n_pred": 172066, + "n_ref": 187062 + }, + "10": { + "Dice": 0.8328310442900196, + "FN": 13400, + "FP": 16165, + "IoU": 0.7135479745375978, + "TN": 193902324, + "TP": 73646, + "n_pred": 89811, + "n_ref": 87046 + }, + "11": { + "Dice": 0.0, + "FN": 3112, + "FP": 0, + "IoU": 0.0, + "TN": 194002423, + "TP": 0, + "n_pred": 0, + "n_ref": 3112 + }, + "12": { + "Dice": 0.25557272125358643, + "FN": 3371, + "FP": 2, + "IoU": 0.1465080971659919, + "TN": 194001583, + "TP": 579, + "n_pred": 581, + "n_ref": 3950 + }, + "13": { + "Dice": 0.5459859238935941, + "FN": 39415, + "FP": 6257, + "IoU": 0.3755025022561326, + "TN": 193932401, + "TP": 27462, + "n_pred": 33719, + "n_ref": 66877 + }, + "14": { + "Dice": 0.8480742901363176, + "FN": 4668, + "FP": 20854, + "IoU": 0.7362230766050685, + "TN": 193908779, + "TP": 71234, + "n_pred": 92088, + "n_ref": 75902 + }, + "15": { + "Dice": 0.23357707745499345, + "FN": 9211, + "FP": 67931, + "IoU": 0.13223168385884787, + "TN": 193916638, + "TP": 11755, + "n_pred": 79686, + "n_ref": 20966 + }, + "2": { + "Dice": 0.8985629637833648, + "FN": 9089, + "FP": 20219, + "IoU": 0.8158096506994809, + "TN": 193846417, + "TP": 129810, + "n_pred": 150029, + "n_ref": 138899 + }, + "3": { + "Dice": 0.8079826361366885, + "FN": 25483, + "FP": 26359, + "IoU": 0.6778279080751208, + "TN": 193844621, + "TP": 109072, + "n_pred": 135431, + "n_ref": 134555 + }, + "4": { + "Dice": 0.8549037070021152, + "FN": 1830, + "FP": 4687, + "IoU": 0.7465780059107171, + "TN": 193979819, + "TP": 19199, + "n_pred": 23886, + "n_ref": 21029 + }, + "5": { + "Dice": 0.008835018801796211, + "FN": 27149, + "FP": 0, + "IoU": 0.004437110377704437, + "TN": 193978265, + "TP": 121, + "n_pred": 121, + "n_ref": 27270 + }, + "6": { + "Dice": 0.9328087711136533, + "FN": 87893, + "FP": 98999, + "IoU": 0.8740783712091352, + "TN": 192521342, + "TP": 1297301, + "n_pred": 1396300, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.5390316880461462, + "FN": 199649, + "FP": 9567, + "IoU": 0.36895508522375947, + "TN": 193673996, + "TP": 122323, + "n_pred": 131890, + "n_ref": 321972 + }, + "8": { + "Dice": 0.6614178281161688, + "FN": 107409, + "FP": 29774, + "IoU": 0.49411821105112547, + "TN": 193734359, + "TP": 133993, + "n_pred": 163767, + "n_ref": 241402 + }, + "9": { + "Dice": 0.6520189028360701, + "FN": 47850, + "FP": 6125, + "IoU": 0.48370033096745807, + "TN": 193900993, + "TP": 50567, + "n_pred": 56692, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9020352313211129, + "FN": 4692, + "FP": 19149, + "IoU": 0.8215520725737638, + "TN": 99522198, + "TP": 109761, + "n_pred": 128910, + "n_ref": 114453 + }, + "10": { + "Dice": 0.6718036115744433, + "FN": 34631, + "FP": 1573, + "IoU": 0.5058014141800213, + "TN": 99582542, + "TP": 37054, + "n_pred": 38627, + "n_ref": 71685 + }, + "11": { + "Dice": 0.0, + "FN": 3642, + "FP": 0, + "IoU": 0.0, + "TN": 99652158, + "TP": 0, + "n_pred": 0, + "n_ref": 3642 + }, + "12": { + "Dice": 0.08942436412315931, + "FN": 3401, + "FP": 0, + "IoU": 0.04680493273542601, + "TN": 99652232, + "TP": 167, + "n_pred": 167, + "n_ref": 3568 + }, + "13": { + "Dice": 0.41544043809498304, + "FN": 29917, + "FP": 13742, + "IoU": 0.2621803863248441, + "TN": 99596627, + "TP": 15514, + "n_pred": 29256, + "n_ref": 45431 + }, + "14": { + "Dice": 0.15742531794032438, + "FN": 45147, + "FP": 51118, + "IoU": 0.08543768644663588, + "TN": 99550542, + "TP": 8993, + "n_pred": 60111, + "n_ref": 54140 + }, + "15": { + "Dice": 0.08739354614448758, + "FN": 34930, + "FP": 28080, + "IoU": 0.04569342844593878, + "TN": 99589773, + "TP": 3017, + "n_pred": 31097, + "n_ref": 37947 + }, + "2": { + "Dice": 0.9093700990145361, + "FN": 17629, + "FP": 1730, + "IoU": 0.8338026476193746, + "TN": 99539318, + "TP": 97123, + "n_pred": 98853, + "n_ref": 114752 + }, + "3": { + "Dice": 0.9385096659090354, + "FN": 8606, + "FP": 6490, + "IoU": 0.8841433932723965, + "TN": 99525501, + "TP": 115203, + "n_pred": 121693, + "n_ref": 123809 + }, + "4": { + "Dice": 0.8073864321002531, + "FN": 5505, + "FP": 889, + "IoU": 0.6769891386713817, + "TN": 99636005, + "TP": 13401, + "n_pred": 14290, + "n_ref": 18906 + }, + "5": { + "Dice": 0.0, + "FN": 6966, + "FP": 0, + "IoU": 0.0, + "TN": 99648834, + "TP": 0, + "n_pred": 0, + "n_ref": 6966 + }, + "6": { + "Dice": 0.9501848255702884, + "FN": 73361, + "FP": 60930, + "IoU": 0.9050972482717778, + "TN": 98240762, + "TP": 1280747, + "n_pred": 1341677, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.8111361226890512, + "FN": 27342, + "FP": 37681, + "IoU": 0.6822783820497034, + "TN": 99451146, + "TP": 139631, + "n_pred": 177312, + "n_ref": 166973 + }, + "8": { + "Dice": 0.9303047286918255, + "FN": 11289, + "FP": 2141, + "IoU": 0.8696913538321221, + "TN": 99552737, + "TP": 89633, + "n_pred": 91774, + "n_ref": 100922 + }, + "9": { + "Dice": 0.8883903030031074, + "FN": 16342, + "FP": 3556, + "IoU": 0.7991926531436068, + "TN": 99556710, + "TP": 79192, + "n_pred": 82748, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7836549295239735, + "FN": 137408, + "FP": 33486, + "IoU": 0.6442702392153271, + "TN": 62603116, + "TP": 309510, + "n_pred": 342996, + "n_ref": 446918 + }, + "10": { + "Dice": 0.8566490774515706, + "FN": 10372, + "FP": 9867, + "IoU": 0.749244226385172, + "TN": 63002808, + "TP": 60473, + "n_pred": 70340, + "n_ref": 70845 + }, + "11": { + "Dice": 0.0, + "FN": 3545, + "FP": 0, + "IoU": 0.0, + "TN": 63079975, + "TP": 0, + "n_pred": 0, + "n_ref": 3545 + }, + "12": { + "Dice": 0.42257920571173585, + "FN": 2555, + "FP": 33, + "IoU": 0.2678925035360679, + "TN": 63079985, + "TP": 947, + "n_pred": 980, + "n_ref": 3502 + }, + "13": { + "Dice": 0.37086277859749944, + "FN": 33716, + "FP": 6791, + "IoU": 0.2276436715860123, + "TN": 63031074, + "TP": 11939, + "n_pred": 18730, + "n_ref": 45655 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 63083520, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 63083520, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9403507954262987, + "FN": 2915, + "FP": 12443, + "IoU": 0.88741707290254, + "TN": 62947105, + "TP": 121057, + "n_pred": 133500, + "n_ref": 123972 + }, + "3": { + "Dice": 0.9635171181186861, + "FN": 2788, + "FP": 6663, + "IoU": 0.9296025385096683, + "TN": 62949268, + "TP": 124801, + "n_pred": 131464, + "n_ref": 127589 + }, + "4": { + "Dice": 0.21556376029537064, + "FN": 15752, + "FP": 820, + "IoU": 0.12080216457106478, + "TN": 63064671, + "TP": 2277, + "n_pred": 3097, + "n_ref": 18029 + }, + "5": { + "Dice": 0.058581133756543044, + "FN": 16428, + "FP": 478, + "IoU": 0.030174391922900414, + "TN": 63066088, + "TP": 526, + "n_pred": 1004, + "n_ref": 16954 + }, + "6": { + "Dice": 0.8494611372731435, + "FN": 200147, + "FP": 129307, + "IoU": 0.7383159011768294, + "TN": 61824544, + "TP": 929522, + "n_pred": 1058829, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.6286833301961251, + "FN": 61469, + "FP": 50972, + "IoU": 0.4584523356563871, + "TN": 62875891, + "TP": 95188, + "n_pred": 146160, + "n_ref": 156657 + }, + "8": { + "Dice": 0.8856229110058432, + "FN": 19882, + "FP": 3901, + "IoU": 0.7947246221700516, + "TN": 62967661, + "TP": 92076, + "n_pred": 95977, + "n_ref": 111958 + }, + "9": { + "Dice": 0.8477355094795493, + "FN": 8504, + "FP": 3848, + "IoU": 0.7357126045745341, + "TN": 63036783, + "TP": 34385, + "n_pred": 38233, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8944415435833136, + "FN": 43552, + "FP": 19926, + "IoU": 0.8090404793993069, + "TN": 109276402, + "TP": 268938, + "n_pred": 288864, + "n_ref": 312490 + }, + "10": { + "Dice": 0.5530638447321906, + "FN": 39898, + "FP": 37729, + "IoU": 0.38223099389608217, + "TN": 109483161, + "TP": 48030, + "n_pred": 85759, + "n_ref": 87928 + }, + "11": { + "Dice": 0.0, + "FN": 4466, + "FP": 0, + "IoU": 0.0, + "TN": 109604352, + "TP": 0, + "n_pred": 0, + "n_ref": 4466 + }, + "12": { + "Dice": 0.0695364238410596, + "FN": 3934, + "FP": 0, + "IoU": 0.036020583190394515, + "TN": 109604737, + "TP": 147, + "n_pred": 147, + "n_ref": 4081 + }, + "13": { + "Dice": 0.23404034185847572, + "FN": 66142, + "FP": 29665, + "IoU": 0.132528702328782, + "TN": 109498374, + "TP": 14637, + "n_pred": 44302, + "n_ref": 80779 + }, + "14": { + "Dice": 0.4555418205591605, + "FN": 36295, + "FP": 108612, + "IoU": 0.2949525125530341, + "TN": 109403290, + "TP": 60621, + "n_pred": 169233, + "n_ref": 96916 + }, + "15": { + "Dice": 0.7865730817702632, + "FN": 18035, + "FP": 28367, + "IoU": 0.6482245201200837, + "TN": 109476910, + "TP": 85506, + "n_pred": 113873, + "n_ref": 103541 + }, + "2": { + "Dice": 0.516228430566968, + "FN": 138671, + "FP": 2629, + "IoU": 0.3479163782361899, + "TN": 109392128, + "TP": 75390, + "n_pred": 78019, + "n_ref": 214061 + }, + "3": { + "Dice": 0.77233400249799, + "FN": 16583, + "FP": 118486, + "IoU": 0.6291075944674647, + "TN": 109244645, + "TP": 229104, + "n_pred": 347590, + "n_ref": 245687 + }, + "4": { + "Dice": 0.6296572280178837, + "FN": 22405, + "FP": 10397, + "IoU": 0.4594888526373029, + "TN": 109548131, + "TP": 27885, + "n_pred": 38282, + "n_ref": 50290 + }, + "5": { + "Dice": 0.0, + "FN": 10552, + "FP": 1, + "IoU": 0.0, + "TN": 109598265, + "TP": 0, + "n_pred": 1, + "n_ref": 10552 + }, + "6": { + "Dice": 0.8201681074820318, + "FN": 51982, + "FP": 473583, + "IoU": 0.6951567529944027, + "TN": 107884768, + "TP": 1198485, + "n_pred": 1672068, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.47338509575302146, + "FN": 816973, + "FP": 30699, + "IoU": 0.3100880873336714, + "TN": 108380151, + "TP": 380995, + "n_pred": 411694, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.9083931764639096, + "FN": 9409, + "FP": 6728, + "IoU": 0.8321615043787574, + "TN": 109512672, + "TP": 80009, + "n_pred": 86737, + "n_ref": 89418 + }, + "9": { + "Dice": 0.5466648553185709, + "FN": 25021, + "FP": 25034, + "IoU": 0.3761450738455786, + "TN": 109528583, + "TP": 30180, + "n_pred": 55214, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8098296894336732, + "FN": 3808, + "FP": 22008, + "IoU": 0.6804317686670628, + "TN": 66986568, + "TP": 54968, + "n_pred": 76976, + "n_ref": 58776 + }, + "10": { + "Dice": 0.39045404091125324, + "FN": 56635, + "FP": 12557, + "IoU": 0.24258645036287807, + "TN": 66975999, + "TP": 22161, + "n_pred": 34718, + "n_ref": 78796 + }, + "11": { + "Dice": 0.0, + "FN": 3126, + "FP": 0, + "IoU": 0.0, + "TN": 67064226, + "TP": 0, + "n_pred": 0, + "n_ref": 3126 + }, + "12": { + "Dice": 0.45434198746642795, + "FN": 2296, + "FP": 142, + "IoU": 0.29394729220967275, + "TN": 67063899, + "TP": 1015, + "n_pred": 1157, + "n_ref": 3311 + }, + "13": { + "Dice": 0.17280840806931447, + "FN": 34232, + "FP": 3861, + "IoU": 0.09457596501235976, + "TN": 67025280, + "TP": 3979, + "n_pred": 7840, + "n_ref": 38211 + }, + "14": { + "Dice": 0.7552792340571909, + "FN": 16193, + "FP": 22224, + "IoU": 0.6067860798362333, + "TN": 66969652, + "TP": 59283, + "n_pred": 81507, + "n_ref": 75476 + }, + "15": { + "Dice": 0.0328125556069611, + "FN": 29979, + "FP": 51552, + "IoU": 0.016679933424994572, + "TN": 66984438, + "TP": 1383, + "n_pred": 52935, + "n_ref": 31362 + }, + "2": { + "Dice": 0.8970463474163697, + "FN": 8580, + "FP": 22972, + "IoU": 0.8133128217265251, + "TN": 66898342, + "TP": 137458, + "n_pred": 160430, + "n_ref": 146038 + }, + "3": { + "Dice": 0.9236215033958789, + "FN": 15947, + "FP": 7939, + "IoU": 0.858082455483664, + "TN": 66899043, + "TP": 144423, + "n_pred": 152362, + "n_ref": 160370 + }, + "4": { + "Dice": 0.0, + "FN": 13039, + "FP": 13, + "IoU": 0.0, + "TN": 67054300, + "TP": 0, + "n_pred": 13, + "n_ref": 13039 + }, + "5": { + "Dice": 0.0, + "FN": 8921, + "FP": 0, + "IoU": 0.0, + "TN": 67058431, + "TP": 0, + "n_pred": 0, + "n_ref": 8921 + }, + "6": { + "Dice": 0.9020442385170939, + "FN": 135253, + "FP": 69903, + "IoU": 0.82156701586846, + "TN": 65917587, + "TP": 944609, + "n_pred": 1014512, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.23509758968957184, + "FN": 304182, + "FP": 4437, + "IoU": 0.13320713276617974, + "TN": 66711305, + "TP": 47428, + "n_pred": 51865, + "n_ref": 351610 + }, + "8": { + "Dice": 0.8469340921608225, + "FN": 11902, + "FP": 14778, + "IoU": 0.7345062293515902, + "TN": 66966860, + "TP": 73812, + "n_pred": 88590, + "n_ref": 85714 + }, + "9": { + "Dice": 0.728604454210442, + "FN": 29596, + "FP": 5975, + "IoU": 0.5730745688258381, + "TN": 66984033, + "TP": 47748, + "n_pred": 53723, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6084101818397644, + "FN": 98210, + "FP": 7354, + "IoU": 0.4372051116643831, + "TN": 74331709, + "TP": 82007, + "n_pred": 89361, + "n_ref": 180217 + }, + "10": { + "Dice": 0.5858472766477991, + "FN": 27893, + "FP": 12057, + "IoU": 0.4142744040113773, + "TN": 74451074, + "TP": 28256, + "n_pred": 40313, + "n_ref": 56149 + }, + "11": { + "Dice": 0.0, + "FN": 3387, + "FP": 0, + "IoU": 0.0, + "TN": 74515893, + "TP": 0, + "n_pred": 0, + "n_ref": 3387 + }, + "12": { + "Dice": 0.0, + "FN": 2201, + "FP": 0, + "IoU": 0.0, + "TN": 74517079, + "TP": 0, + "n_pred": 0, + "n_ref": 2201 + }, + "13": { + "Dice": 0.22108854589764418, + "FN": 36086, + "FP": 11856, + "IoU": 0.12428305264311548, + "TN": 74464534, + "TP": 6804, + "n_pred": 18660, + "n_ref": 42890 + }, + "14": { + "Dice": 0.3068091728572687, + "FN": 21476, + "FP": 25740, + "IoU": 0.18120176883724964, + "TN": 74461615, + "TP": 10449, + "n_pred": 36189, + "n_ref": 31925 + }, + "15": { + "Dice": 0.51385605907116, + "FN": 18946, + "FP": 2649, + "IoU": 0.34576466311197285, + "TN": 74486272, + "TP": 11413, + "n_pred": 14062, + "n_ref": 30359 + }, + "2": { + "Dice": 0.7781778740600572, + "FN": 7461, + "FP": 68618, + "IoU": 0.636899477869095, + "TN": 74309754, + "TP": 133447, + "n_pred": 202065, + "n_ref": 140908 + }, + "3": { + "Dice": 0.6924988410362432, + "FN": 35391, + "FP": 71402, + "IoU": 0.5296353554172558, + "TN": 74292237, + "TP": 120250, + "n_pred": 191652, + "n_ref": 155641 + }, + "4": { + "Dice": 0.05717963847020329, + "FN": 12745, + "FP": 4832, + "IoU": 0.02943125345113197, + "TN": 74501170, + "TP": 533, + "n_pred": 5365, + "n_ref": 13278 + }, + "5": { + "Dice": 0.18908290073934245, + "FN": 8952, + "FP": 1358, + "IoU": 0.10441278665740097, + "TN": 74507768, + "TP": 1202, + "n_pred": 2560, + "n_ref": 10154 + }, + "6": { + "Dice": 0.9244956975595994, + "FN": 137899, + "FP": 101893, + "IoU": 0.8595927468275568, + "TN": 72811448, + "TP": 1468040, + "n_pred": 1569933, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.48756467774460305, + "FN": 104811, + "FP": 26313, + "IoU": 0.3223705969902431, + "TN": 74325776, + "TP": 62380, + "n_pred": 88693, + "n_ref": 167191 + }, + "8": { + "Dice": 0.9511359858997055, + "FN": 2860, + "FP": 3461, + "IoU": 0.9068248820754717, + "TN": 74451440, + "TP": 61519, + "n_pred": 64980, + "n_ref": 64379 + }, + "9": { + "Dice": 0.8055762173956164, + "FN": 27877, + "FP": 3489, + "IoU": 0.6744475697219425, + "TN": 74422933, + "TP": 64981, + "n_pred": 68470, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.892124312951274, + "FN": 42297, + "FP": 15896, + "IoU": 0.8052566938514619, + "TN": 65752361, + "TP": 240626, + "n_pred": 256522, + "n_ref": 282923 + }, + "10": { + "Dice": 0.24225221187523863, + "FN": 68939, + "FP": 22359, + "IoU": 0.137819665319382, + "TN": 65945288, + "TP": 14594, + "n_pred": 36953, + "n_ref": 83533 + }, + "11": { + "Dice": 0.0, + "FN": 3637, + "FP": 0, + "IoU": 0.0, + "TN": 66047543, + "TP": 0, + "n_pred": 0, + "n_ref": 3637 + }, + "12": { + "Dice": 0.06274007682458387, + "FN": 2928, + "FP": 0, + "IoU": 0.03238598810310641, + "TN": 66048154, + "TP": 98, + "n_pred": 98, + "n_ref": 3026 + }, + "13": { + "Dice": 0.6538268254686165, + "FN": 21605, + "FP": 5949, + "IoU": 0.4856929538030798, + "TN": 65997605, + "TP": 26021, + "n_pred": 31970, + "n_ref": 47626 + }, + "14": { + "Dice": 0.42603627740822864, + "FN": 3332, + "FP": 145770, + "IoU": 0.27067731695028835, + "TN": 65846741, + "TP": 55337, + "n_pred": 201107, + "n_ref": 58669 + }, + "15": { + "Dice": 0.709916347159289, + "FN": 8302, + "FP": 5014, + "IoU": 0.5502870651806822, + "TN": 66021570, + "TP": 16294, + "n_pred": 21308, + "n_ref": 24596 + }, + "2": { + "Dice": 0.6315922383877222, + "FN": 66416, + "FP": 24034, + "IoU": 0.46155265711411275, + "TN": 65883197, + "TP": 77533, + "n_pred": 101567, + "n_ref": 143949 + }, + "3": { + "Dice": 0.7684815433615019, + "FN": 21829, + "FP": 59512, + "IoU": 0.6240113895321694, + "TN": 65834841, + "TP": 134998, + "n_pred": 194510, + "n_ref": 156827 + }, + "4": { + "Dice": 0.8369404638794504, + "FN": 6867, + "FP": 1963, + "IoU": 0.7196024260899939, + "TN": 66019689, + "TP": 22661, + "n_pred": 24624, + "n_ref": 29528 + }, + "5": { + "Dice": 0.004761432397579605, + "FN": 9955, + "FP": 78, + "IoU": 0.0023863975340558813, + "TN": 66041123, + "TP": 24, + "n_pred": 102, + "n_ref": 9979 + }, + "6": { + "Dice": 0.8323090339990316, + "FN": 51445, + "FP": 340238, + "IoU": 0.712781941654879, + "TN": 64687467, + "TP": 972030, + "n_pred": 1312268, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.3730716101547355, + "FN": 751559, + "FP": 4553, + "IoU": 0.22931040633584246, + "TN": 65070095, + "TP": 224973, + "n_pred": 229526, + "n_ref": 976532 + }, + "8": { + "Dice": 0.9257840286530806, + "FN": 7114, + "FP": 4780, + "IoU": 0.8618229977462302, + "TN": 65965102, + "TP": 74184, + "n_pred": 78964, + "n_ref": 81298 + }, + "9": { + "Dice": 0.8343542417532688, + "FN": 18461, + "FP": 2037, + "IoU": 0.715787138459832, + "TN": 65979058, + "TP": 51624, + "n_pred": 53661, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9553064690044358, + "FN": 5691, + "FP": 8153, + "IoU": 0.9144370484366405, + "TN": 113310741, + "TP": 147955, + "n_pred": 156108, + "n_ref": 153646 + }, + "10": { + "Dice": 0.7294987248963979, + "FN": 7336, + "FP": 46972, + "IoU": 0.5741818124794179, + "TN": 113345002, + "TP": 73230, + "n_pred": 120202, + "n_ref": 80566 + }, + "11": { + "Dice": 0.0, + "FN": 3230, + "FP": 0, + "IoU": 0.0, + "TN": 113469310, + "TP": 0, + "n_pred": 0, + "n_ref": 3230 + }, + "12": { + "Dice": 0.2980408503543143, + "FN": 3368, + "FP": 0, + "IoU": 0.17511633602743082, + "TN": 113468457, + "TP": 715, + "n_pred": 715, + "n_ref": 4083 + }, + "13": { + "Dice": 0.33747384355104404, + "FN": 57926, + "FP": 16479, + "IoU": 0.2029885919340153, + "TN": 113379185, + "TP": 18950, + "n_pred": 35429, + "n_ref": 76876 + }, + "14": { + "Dice": 0.9211357612287135, + "FN": 35274, + "FP": 3822, + "IoU": 0.8538013664052772, + "TN": 113205123, + "TP": 228321, + "n_pred": 232143, + "n_ref": 263595 + }, + "15": { + "Dice": 0.2592917644657618, + "FN": 9179, + "FP": 63403, + "IoU": 0.1489576249325798, + "TN": 113387254, + "TP": 12704, + "n_pred": 76107, + "n_ref": 21883 + }, + "2": { + "Dice": 0.8772545795278623, + "FN": 8656, + "FP": 24486, + "IoU": 0.7813477245437872, + "TN": 113320966, + "TP": 118432, + "n_pred": 142918, + "n_ref": 127088 + }, + "3": { + "Dice": 0.9115872093712578, + "FN": 4971, + "FP": 17400, + "IoU": 0.8375381263616558, + "TN": 113334840, + "TP": 115329, + "n_pred": 132729, + "n_ref": 120300 + }, + "4": { + "Dice": 0.7103459845913613, + "FN": 3570, + "FP": 18875, + "IoU": 0.5508035303300178, + "TN": 113422573, + "TP": 27522, + "n_pred": 46397, + "n_ref": 31092 + }, + "5": { + "Dice": 0.06216056670602125, + "FN": 31773, + "FP": 1, + "IoU": 0.032077253480366774, + "TN": 113439713, + "TP": 1053, + "n_pred": 1054, + "n_ref": 32826 + }, + "6": { + "Dice": 0.9442395644025946, + "FN": 77470, + "FP": 48450, + "IoU": 0.8943691509601737, + "TN": 112280464, + "TP": 1066156, + "n_pred": 1114606, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.5917120452441926, + "FN": 113817, + "FP": 29991, + "IoU": 0.4201641029776425, + "TN": 113224525, + "TP": 104207, + "n_pred": 134198, + "n_ref": 218024 + }, + "8": { + "Dice": 0.6935595151066759, + "FN": 96457, + "FP": 7920, + "IoU": 0.530877237138979, + "TN": 113250046, + "TP": 118117, + "n_pred": 126037, + "n_ref": 214574 + }, + "9": { + "Dice": 0.805351888280145, + "FN": 31932, + "FP": 3987, + "IoU": 0.6741331446301235, + "TN": 113362314, + "TP": 74307, + "n_pred": 78294, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7314682782910261, + "FN": 12026, + "FP": 72529, + "IoU": 0.576625925684844, + "TN": 74997011, + "TP": 115162, + "n_pred": 187691, + "n_ref": 127188 + }, + "10": { + "Dice": 0.6170672292121852, + "FN": 50913, + "FP": 10079, + "IoU": 0.4462018995042403, + "TN": 75086594, + "TP": 49142, + "n_pred": 59221, + "n_ref": 100055 + }, + "11": { + "Dice": 0.0, + "FN": 3544, + "FP": 0, + "IoU": 0.0, + "TN": 75193184, + "TP": 0, + "n_pred": 0, + "n_ref": 3544 + }, + "12": { + "Dice": 0.23342175066312998, + "FN": 2666, + "FP": 224, + "IoU": 0.13213213213213212, + "TN": 75193398, + "TP": 440, + "n_pred": 664, + "n_ref": 3106 + }, + "13": { + "Dice": 0.44929128430485543, + "FN": 34403, + "FP": 16727, + "IoU": 0.28973286843457846, + "TN": 75124741, + "TP": 20857, + "n_pred": 37584, + "n_ref": 55260 + }, + "14": { + "Dice": 0.9316968077544191, + "FN": 5264, + "FP": 13473, + "IoU": 0.8721277016836257, + "TN": 75050199, + "TP": 127792, + "n_pred": 141265, + "n_ref": 133056 + }, + "15": { + "Dice": 0.7572124842421372, + "FN": 26660, + "FP": 3577, + "IoU": 0.6092855573789556, + "TN": 75119339, + "TP": 47152, + "n_pred": 50729, + "n_ref": 73812 + }, + "2": { + "Dice": 0.8421537011403825, + "FN": 32844, + "FP": 9691, + "IoU": 0.7273449869553791, + "TN": 75040725, + "TP": 113468, + "n_pred": 123159, + "n_ref": 146312 + }, + "3": { + "Dice": 0.8707681039443841, + "FN": 6040, + "FP": 35953, + "IoU": 0.7711153988706477, + "TN": 75013260, + "TP": 141475, + "n_pred": 177428, + "n_ref": 147515 + }, + "4": { + "Dice": 0.8808616533167432, + "FN": 2309, + "FP": 3819, + "IoU": 0.7870891529428115, + "TN": 75167946, + "TP": 22654, + "n_pred": 26473, + "n_ref": 24963 + }, + "5": { + "Dice": 0.0, + "FN": 7701, + "FP": 0, + "IoU": 0.0, + "TN": 75189027, + "TP": 0, + "n_pred": 0, + "n_ref": 7701 + }, + "6": { + "Dice": 0.882689177644562, + "FN": 46624, + "FP": 274974, + "IoU": 0.7900121971285817, + "TN": 73665220, + "TP": 1209910, + "n_pred": 1484884, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.7904589574668697, + "FN": 22289, + "FP": 46382, + "IoU": 0.6535197481281156, + "TN": 74998532, + "TP": 129525, + "n_pred": 175907, + "n_ref": 151814 + }, + "8": { + "Dice": 0.8501404469360001, + "FN": 13161, + "FP": 12074, + "IoU": 0.7393428568477374, + "TN": 75099915, + "TP": 71578, + "n_pred": 83652, + "n_ref": 84739 + }, + "9": { + "Dice": 0.7263635738358897, + "FN": 24430, + "FP": 15354, + "IoU": 0.5703068465335306, + "TN": 75104141, + "TP": 52803, + "n_pred": 68157, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9537396387331705, + "FN": 16794, + "FP": 2516, + "IoU": 0.9115700776223296, + "TN": 86709507, + "TP": 199055, + "n_pred": 201571, + "n_ref": 215849 + }, + "10": { + "Dice": 0.702250378214826, + "FN": 16839, + "FP": 27247, + "IoU": 0.5411293260473589, + "TN": 86831797, + "TP": 51989, + "n_pred": 79236, + "n_ref": 68828 + }, + "11": { + "Dice": 0.0, + "FN": 2590, + "FP": 0, + "IoU": 0.0, + "TN": 86925282, + "TP": 0, + "n_pred": 0, + "n_ref": 2590 + }, + "12": { + "Dice": 0.49604490941566726, + "FN": 2971, + "FP": 979, + "IoU": 0.32982694265354595, + "TN": 86921978, + "TP": 1944, + "n_pred": 2923, + "n_ref": 4915 + }, + "13": { + "Dice": 0.49702088167053365, + "FN": 28584, + "FP": 25612, + "IoU": 0.33069047707260446, + "TN": 86846899, + "TP": 26777, + "n_pred": 52389, + "n_ref": 55361 + }, + "14": { + "Dice": 0.4430160911387916, + "FN": 13320, + "FP": 162590, + "IoU": 0.28453479102607904, + "TN": 86682004, + "TP": 69958, + "n_pred": 232548, + "n_ref": 83278 + }, + "15": { + "Dice": 0.6951741463263345, + "FN": 72995, + "FP": 5633, + "IoU": 0.5327715912197093, + "TN": 86759586, + "TP": 89658, + "n_pred": 95291, + "n_ref": 162653 + }, + "2": { + "Dice": 0.805136743953711, + "FN": 27510, + "FP": 19302, + "IoU": 0.6738317040711812, + "TN": 86784351, + "TP": 96709, + "n_pred": 116011, + "n_ref": 124219 + }, + "3": { + "Dice": 0.8317387783255479, + "FN": 35297, + "FP": 19346, + "IoU": 0.7119458926604005, + "TN": 86738175, + "TP": 135054, + "n_pred": 154400, + "n_ref": 170351 + }, + "4": { + "Dice": 0.7061449742667576, + "FN": 5134, + "FP": 4344, + "IoU": 0.545768235406882, + "TN": 86907006, + "TP": 11388, + "n_pred": 15732, + "n_ref": 16522 + }, + "5": { + "Dice": 0.0, + "FN": 5473, + "FP": 0, + "IoU": 0.0, + "TN": 86922399, + "TP": 0, + "n_pred": 0, + "n_ref": 5473 + }, + "6": { + "Dice": 0.8808039126550662, + "FN": 34058, + "FP": 274557, + "IoU": 0.786996954880887, + "TN": 85478996, + "TP": 1140261, + "n_pred": 1414818, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.3998065062280808, + "FN": 762033, + "FP": 22121, + "IoU": 0.24984885126964934, + "TN": 85882544, + "TP": 261174, + "n_pred": 283295, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.9332567049808429, + "FN": 5672, + "FP": 1296, + "IoU": 0.8748653114000431, + "TN": 86872188, + "TP": 48716, + "n_pred": 50012, + "n_ref": 54388 + }, + "9": { + "Dice": 0.7776161250228829, + "FN": 10406, + "FP": 12675, + "IoU": 0.6361472373295499, + "TN": 86864437, + "TP": 40354, + "n_pred": 53029, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5013195154092562, + "FN": 15612, + "FP": 129323, + "IoU": 0.3345072686031242, + "TN": 37531814, + "TP": 72851, + "n_pred": 202174, + "n_ref": 88463 + }, + "10": { + "Dice": 0.5004886797585821, + "FN": 34408, + "FP": 15167, + "IoU": 0.33376785690287725, + "TN": 37675189, + "TP": 24836, + "n_pred": 40003, + "n_ref": 59244 + }, + "11": { + "Dice": 0.0, + "FN": 2588, + "FP": 0, + "IoU": 0.0, + "TN": 37747012, + "TP": 0, + "n_pred": 0, + "n_ref": 2588 + }, + "12": { + "Dice": 0.0, + "FN": 2917, + "FP": 0, + "IoU": 0.0, + "TN": 37746683, + "TP": 0, + "n_pred": 0, + "n_ref": 2917 + }, + "13": { + "Dice": 0.29001673173452314, + "FN": 36825, + "FP": 2638, + "IoU": 0.16960208741030658, + "TN": 37702077, + "TP": 8060, + "n_pred": 10698, + "n_ref": 44885 + }, + "14": { + "Dice": 0.2952754871809234, + "FN": 15929, + "FP": 386678, + "IoU": 0.17321009052226913, + "TN": 37262648, + "TP": 84345, + "n_pred": 471023, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 22215, + "IoU": 0.0, + "TN": 37727385, + "TP": 0, + "n_pred": 22215, + "n_ref": 0 + }, + "2": { + "Dice": 0.485025420154075, + "FN": 56538, + "FP": 36246, + "IoU": 0.32015416404109087, + "TN": 37613122, + "TP": 43694, + "n_pred": 79940, + "n_ref": 100232 + }, + "3": { + "Dice": 0.6003934131399988, + "FN": 35285, + "FP": 35817, + "IoU": 0.42897298339169265, + "TN": 37625084, + "TP": 53414, + "n_pred": 89231, + "n_ref": 88699 + }, + "4": { + "Dice": 0.0, + "FN": 11694, + "FP": 606, + "IoU": 0.0, + "TN": 37737300, + "TP": 0, + "n_pred": 606, + "n_ref": 11694 + }, + "5": { + "Dice": 0.03941078919129841, + "FN": 9847, + "FP": 0, + "IoU": 0.020101502637078317, + "TN": 37739551, + "TP": 202, + "n_pred": 202, + "n_ref": 10049 + }, + "6": { + "Dice": 0.7943380330055142, + "FN": 245180, + "FP": 12353, + "IoU": 0.6588397533893073, + "TN": 36994726, + "TP": 497341, + "n_pred": 509694, + "n_ref": 742521 + }, + "7": { + "Dice": 0.6836290413277137, + "FN": 153811, + "FP": 23414, + "IoU": 0.5193285652679799, + "TN": 37380897, + "TP": 191478, + "n_pred": 214892, + "n_ref": 345289 + }, + "8": { + "Dice": 0.8891882581629389, + "FN": 5811, + "FP": 12203, + "IoU": 0.8004851089279978, + "TN": 37659311, + "TP": 72275, + "n_pred": 84478, + "n_ref": 78086 + }, + "9": { + "Dice": 0.8284110187363508, + "FN": 10579, + "FP": 7728, + "IoU": 0.7070833133330133, + "TN": 37687101, + "TP": 44192, + "n_pred": 51920, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.864858421138421, + "FN": 20278, + "FP": 35271, + "IoU": 0.7618947603045059, + "TN": 75673392, + "TP": 177747, + "n_pred": 213018, + "n_ref": 198025 + }, + "10": { + "Dice": 0.8146546490449726, + "FN": 26890, + "FP": 12798, + "IoU": 0.6872719822865203, + "TN": 75779779, + "TP": 87221, + "n_pred": 100019, + "n_ref": 114111 + }, + "11": { + "Dice": 0.0, + "FN": 4342, + "FP": 0, + "IoU": 0.0, + "TN": 75902346, + "TP": 0, + "n_pred": 0, + "n_ref": 4342 + }, + "12": { + "Dice": 0.2750093668040465, + "FN": 3850, + "FP": 20, + "IoU": 0.15942658557775846, + "TN": 75902084, + "TP": 734, + "n_pred": 754, + "n_ref": 4584 + }, + "13": { + "Dice": 0.5843502638522428, + "FN": 20240, + "FP": 10006, + "IoU": 0.4127788455938028, + "TN": 75855181, + "TP": 21261, + "n_pred": 31267, + "n_ref": 41501 + }, + "14": { + "Dice": 0.8807717447983607, + "FN": 3755, + "FP": 28713, + "IoU": 0.7869455946139259, + "TN": 75754295, + "TP": 119925, + "n_pred": 148638, + "n_ref": 123680 + }, + "15": { + "Dice": 0.6984925449195312, + "FN": 81044, + "FP": 10661, + "IoU": 0.5366796342141161, + "TN": 75708758, + "TP": 106225, + "n_pred": 116886, + "n_ref": 187269 + }, + "2": { + "Dice": 0.5919720363581854, + "FN": 105834, + "FP": 13932, + "IoU": 0.4204263350189939, + "TN": 75700043, + "TP": 86879, + "n_pred": 100811, + "n_ref": 192713 + }, + "3": { + "Dice": 0.72925129045024, + "FN": 38400, + "FP": 119639, + "IoU": 0.5738752949106842, + "TN": 75535813, + "TP": 212836, + "n_pred": 332475, + "n_ref": 251236 + }, + "4": { + "Dice": 0.84437894486126, + "FN": 1816, + "FP": 8638, + "IoU": 0.7306711322942162, + "TN": 75867873, + "TP": 28361, + "n_pred": 36999, + "n_ref": 30177 + }, + "5": { + "Dice": 0.4317574996073504, + "FN": 6880, + "FP": 356, + "IoU": 0.27531296945418127, + "TN": 75896703, + "TP": 2749, + "n_pred": 3105, + "n_ref": 9629 + }, + "6": { + "Dice": 0.9465695940973337, + "FN": 101778, + "FP": 79434, + "IoU": 0.8985592107399202, + "TN": 74120306, + "TP": 1605170, + "n_pred": 1684604, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.794510575712366, + "FN": 86013, + "FP": 11090, + "IoU": 0.6590771845069235, + "TN": 75621864, + "TP": 187721, + "n_pred": 198811, + "n_ref": 273734 + }, + "8": { + "Dice": 0.9394823982922169, + "FN": 7909, + "FP": 2892, + "IoU": 0.8858715751434398, + "TN": 75812049, + "TP": 83838, + "n_pred": 86730, + "n_ref": 91747 + }, + "9": { + "Dice": 0.8054551119935651, + "FN": 22170, + "FP": 4677, + "IoU": 0.6742778108052364, + "TN": 75824265, + "TP": 55576, + "n_pred": 60253, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.92060289891619, + "FN": 7431, + "FP": 7682, + "IoU": 0.8528862065608878, + "TN": 61285020, + "TP": 87617, + "n_pred": 95299, + "n_ref": 95048 + }, + "10": { + "Dice": 0.772311548710537, + "FN": 9654, + "FP": 30676, + "IoU": 0.6290777989312879, + "TN": 61279021, + "TP": 68399, + "n_pred": 99075, + "n_ref": 78053 + }, + "11": { + "Dice": 0.0, + "FN": 3342, + "FP": 0, + "IoU": 0.0, + "TN": 61384408, + "TP": 0, + "n_pred": 0, + "n_ref": 3342 + }, + "12": { + "Dice": 0.6228739002932552, + "FN": 1776, + "FP": 153, + "IoU": 0.45229982964224874, + "TN": 61384228, + "TP": 1593, + "n_pred": 1746, + "n_ref": 3369 + }, + "13": { + "Dice": 0.37949907477390604, + "FN": 24894, + "FP": 22722, + "IoU": 0.23418627466748154, + "TN": 61325573, + "TP": 14561, + "n_pred": 37283, + "n_ref": 39455 + }, + "14": { + "Dice": 0.8271636323340569, + "FN": 3012, + "FP": 23503, + "IoU": 0.7052677211742605, + "TN": 61297787, + "TP": 63448, + "n_pred": 86951, + "n_ref": 66460 + }, + "15": { + "Dice": 0.7106526255462425, + "FN": 17931, + "FP": 2264, + "IoU": 0.5511723524836093, + "TN": 61342755, + "TP": 24800, + "n_pred": 27064, + "n_ref": 42731 + }, + "2": { + "Dice": 0.8311260486269488, + "FN": 8530, + "FP": 42118, + "IoU": 0.7110484818749215, + "TN": 61212468, + "TP": 124634, + "n_pred": 166752, + "n_ref": 133164 + }, + "3": { + "Dice": 0.8805135984554303, + "FN": 12309, + "FP": 20615, + "IoU": 0.7865335364865303, + "TN": 61233515, + "TP": 121311, + "n_pred": 141926, + "n_ref": 133620 + }, + "4": { + "Dice": 0.7319672131147541, + "FN": 7367, + "FP": 1135, + "IoU": 0.577246283128636, + "TN": 61367639, + "TP": 11609, + "n_pred": 12744, + "n_ref": 18976 + }, + "5": { + "Dice": 0.03719806763285024, + "FN": 27156, + "FP": 746, + "IoU": 0.01895151365985725, + "TN": 61359309, + "TP": 539, + "n_pred": 1285, + "n_ref": 27695 + }, + "6": { + "Dice": 0.9501027944832688, + "FN": 67410, + "FP": 29987, + "IoU": 0.9049483982726231, + "TN": 60363075, + "TP": 927278, + "n_pred": 957265, + "n_ref": 994688 + }, + "7": { + "Dice": 0.5692916036294633, + "FN": 103183, + "FP": 13256, + "IoU": 0.3979088995868474, + "TN": 61194359, + "TP": 76952, + "n_pred": 90208, + "n_ref": 180135 + }, + "8": { + "Dice": 0.6856462784503214, + "FN": 107182, + "FP": 20395, + "IoU": 0.5216603926391409, + "TN": 61121042, + "TP": 139131, + "n_pred": 159526, + "n_ref": 246313 + }, + "9": { + "Dice": 0.8150957786569878, + "FN": 19869, + "FP": 7284, + "IoU": 0.6879001390788612, + "TN": 61300749, + "TP": 59848, + "n_pred": 67132, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9427025365429664, + "FN": 7643, + "FP": 13979, + "IoU": 0.8916152446451755, + "TN": 39549307, + "TP": 177871, + "n_pred": 191850, + "n_ref": 185514 + }, + "10": { + "Dice": 0.37893634145406696, + "FN": 37001, + "FP": 11614, + "IoU": 0.23375784131387323, + "TN": 39685354, + "TP": 14831, + "n_pred": 26445, + "n_ref": 51832 + }, + "11": { + "Dice": 0.0, + "FN": 3031, + "FP": 0, + "IoU": 0.0, + "TN": 39745769, + "TP": 0, + "n_pred": 0, + "n_ref": 3031 + }, + "12": { + "Dice": 0.6868573565152365, + "FN": 1623, + "FP": 52, + "IoU": 0.5230637813211845, + "TN": 39745288, + "TP": 1837, + "n_pred": 1889, + "n_ref": 3460 + }, + "13": { + "Dice": 0.6097148348153261, + "FN": 21286, + "FP": 7551, + "IoU": 0.43855379463416533, + "TN": 39697438, + "TP": 22525, + "n_pred": 30076, + "n_ref": 43811 + }, + "14": { + "Dice": 0.09057963596158965, + "FN": 24485, + "FP": 153183, + "IoU": 0.04743828947650604, + "TN": 39562284, + "TP": 8848, + "n_pred": 162031, + "n_ref": 33333 + }, + "15": { + "Dice": 0.7906117487149544, + "FN": 10418, + "FP": 11457, + "IoU": 0.6537286498978995, + "TN": 39685627, + "TP": 41298, + "n_pred": 52755, + "n_ref": 51716 + }, + "2": { + "Dice": 0.7470213900697469, + "FN": 45712, + "FP": 3145, + "IoU": 0.5961964427400158, + "TN": 39627808, + "TP": 72135, + "n_pred": 75280, + "n_ref": 117847 + }, + "3": { + "Dice": 0.8275831087151841, + "FN": 5321, + "FP": 48411, + "IoU": 0.7058778450455974, + "TN": 39566114, + "TP": 128954, + "n_pred": 177365, + "n_ref": 134275 + }, + "4": { + "Dice": 0.8809373591707976, + "FN": 4225, + "FP": 1059, + "IoU": 0.7872100515463918, + "TN": 39723968, + "TP": 19548, + "n_pred": 20607, + "n_ref": 23773 + }, + "5": { + "Dice": 0.5038618809631985, + "FN": 4306, + "FP": 62, + "IoU": 0.3367749772244154, + "TN": 39742214, + "TP": 2218, + "n_pred": 2280, + "n_ref": 6524 + }, + "6": { + "Dice": 0.9093794762608327, + "FN": 40431, + "FP": 136457, + "IoU": 0.8338184148076052, + "TN": 38684374, + "TP": 887538, + "n_pred": 1023995, + "n_ref": 927969 + }, + "7": { + "Dice": 0.3118908696012295, + "FN": 596521, + "FP": 1633, + "IoU": 0.18475752780719437, + "TN": 39015087, + "TP": 135559, + "n_pred": 137192, + "n_ref": 732080 + }, + "8": { + "Dice": 0.8750405536930896, + "FN": 985, + "FP": 12881, + "IoU": 0.7778418649363134, + "TN": 39686385, + "TP": 48549, + "n_pred": 61430, + "n_ref": 49534 + }, + "9": { + "Dice": 0.7702340496817116, + "FN": 9444, + "FP": 9758, + "IoU": 0.6263257244050051, + "TN": 39697413, + "TP": 32185, + "n_pred": 41943, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7009753078158458, + "FN": 13153, + "FP": 58345, + "IoU": 0.5396166154757536, + "TN": 101241307, + "TP": 83803, + "n_pred": 142148, + "n_ref": 96956 + }, + "10": { + "Dice": 0.5554766106667278, + "FN": 46037, + "FP": 12148, + "IoU": 0.38453971376892077, + "TN": 101302069, + "TP": 36354, + "n_pred": 48502, + "n_ref": 82391 + }, + "11": { + "Dice": 0.0, + "FN": 5529, + "FP": 0, + "IoU": 0.0, + "TN": 101391079, + "TP": 0, + "n_pred": 0, + "n_ref": 5529 + }, + "12": { + "Dice": 0.25639344262295083, + "FN": 4443, + "FP": 93, + "IoU": 0.1470477623166604, + "TN": 101391290, + "TP": 782, + "n_pred": 875, + "n_ref": 5225 + }, + "13": { + "Dice": 0.5957241022526626, + "FN": 23460, + "FP": 12487, + "IoU": 0.4242215530497181, + "TN": 101334176, + "TP": 26485, + "n_pred": 38972, + "n_ref": 49945 + }, + "14": { + "Dice": 0.9590735849543589, + "FN": 8347, + "FP": 5924, + "IoU": 0.921365402099347, + "TN": 101215123, + "TP": 167214, + "n_pred": 173138, + "n_ref": 175561 + }, + "15": { + "Dice": 0.6587535908075327, + "FN": 10363, + "FP": 6743, + "IoU": 0.4911503108546271, + "TN": 101362991, + "TP": 16511, + "n_pred": 23254, + "n_ref": 26874 + }, + "2": { + "Dice": 0.7679028721388883, + "FN": 60744, + "FP": 12397, + "IoU": 0.6232486504306259, + "TN": 101202472, + "TP": 120995, + "n_pred": 133392, + "n_ref": 181739 + }, + "3": { + "Dice": 0.8279441138368319, + "FN": 6761, + "FP": 59911, + "IoU": 0.706403272754495, + "TN": 101169521, + "TP": 160415, + "n_pred": 220326, + "n_ref": 167176 + }, + "4": { + "Dice": 0.7808379091184228, + "FN": 1116, + "FP": 3953, + "IoU": 0.6404709553869069, + "TN": 101382509, + "TP": 9030, + "n_pred": 12983, + "n_ref": 10146 + }, + "5": { + "Dice": 0.137824385057749, + "FN": 35664, + "FP": 18, + "IoU": 0.07401256033632636, + "TN": 101358074, + "TP": 2852, + "n_pred": 2870, + "n_ref": 38516 + }, + "6": { + "Dice": 0.9224737318448598, + "FN": 93218, + "FP": 198795, + "IoU": 0.8561032423128304, + "TN": 99367285, + "TP": 1737310, + "n_pred": 1936105, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.6530373346726938, + "FN": 217232, + "FP": 41819, + "IoU": 0.48482214947955404, + "TN": 100893770, + "TP": 243787, + "n_pred": 285606, + "n_ref": 461019 + }, + "8": { + "Dice": 0.6482077112190442, + "FN": 120592, + "FP": 26079, + "IoU": 0.47951724284771363, + "TN": 101114810, + "TP": 135127, + "n_pred": 161206, + "n_ref": 255719 + }, + "9": { + "Dice": 0.9159915207480326, + "FN": 7759, + "FP": 6706, + "IoU": 0.8450040182159121, + "TN": 101303283, + "TP": 78860, + "n_pred": 85566, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8552797374181678, + "FN": 50357, + "FP": 6036, + "IoU": 0.7471517412377652, + "TN": 73660473, + "TP": 166638, + "n_pred": 172674, + "n_ref": 216995 + }, + "10": { + "Dice": 0.03175017263868641, + "FN": 73772, + "FP": 52420, + "IoU": 0.016131170036098267, + "TN": 73755243, + "TP": 2069, + "n_pred": 54489, + "n_ref": 75841 + }, + "11": { + "Dice": 0.0, + "FN": 6259, + "FP": 0, + "IoU": 0.0, + "TN": 73877245, + "TP": 0, + "n_pred": 0, + "n_ref": 6259 + }, + "12": { + "Dice": 0.0, + "FN": 5541, + "FP": 0, + "IoU": 0.0, + "TN": 73877963, + "TP": 0, + "n_pred": 0, + "n_ref": 5541 + }, + "13": { + "Dice": 0.0, + "FN": 61239, + "FP": 22698, + "IoU": 0.0, + "TN": 73799567, + "TP": 0, + "n_pred": 22698, + "n_ref": 61239 + }, + "14": { + "Dice": 0.6651325216963699, + "FN": 14576, + "FP": 72589, + "IoU": 0.4982760704767716, + "TN": 73709773, + "TP": 86566, + "n_pred": 159155, + "n_ref": 101142 + }, + "15": { + "Dice": 0.8547562962477239, + "FN": 52717, + "FP": 4873, + "IoU": 0.746353194038265, + "TN": 73656456, + "TP": 169458, + "n_pred": 174331, + "n_ref": 222175 + }, + "2": { + "Dice": 0.01723511088838448, + "FN": 189296, + "FP": 10734, + "IoU": 0.008692463228006184, + "TN": 73681720, + "TP": 1754, + "n_pred": 12488, + "n_ref": 191050 + }, + "3": { + "Dice": 0.5817969853137686, + "FN": 49294, + "FP": 149439, + "IoU": 0.41023533252218297, + "TN": 73546534, + "TP": 138237, + "n_pred": 287676, + "n_ref": 187531 + }, + "4": { + "Dice": 0.0, + "FN": 47888, + "FP": 31607, + "IoU": 0.0, + "TN": 73804009, + "TP": 0, + "n_pred": 31607, + "n_ref": 47888 + }, + "5": { + "Dice": 0.056775850995504175, + "FN": 14686, + "FP": 0, + "IoU": 0.02921734531993654, + "TN": 73868376, + "TP": 442, + "n_pred": 442, + "n_ref": 15128 + }, + "6": { + "Dice": 0.5544161544462709, + "FN": 795604, + "FP": 660257, + "IoU": 0.3835240385063258, + "TN": 71521918, + "TP": 905725, + "n_pred": 1565982, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.15435750892162386, + "FN": 149588, + "FP": 102542, + "IoU": 0.08363348246898862, + "TN": 73608363, + "TP": 23011, + "n_pred": 125553, + "n_ref": 172599 + }, + "8": { + "Dice": 0.6006662780044973, + "FN": 43386, + "FP": 4562, + "IoU": 0.42925162780178316, + "TN": 73799495, + "TP": 36061, + "n_pred": 40623, + "n_ref": 79447 + }, + "9": { + "Dice": 0.7336500343277301, + "FN": 23928, + "FP": 24178, + "IoU": 0.5793422467842496, + "TN": 73769145, + "TP": 66253, + "n_pred": 90431, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9231553285837379, + "FN": 11636, + "FP": 17616, + "IoU": 0.8572780764839626, + "TN": 69290818, + "TP": 175706, + "n_pred": 193322, + "n_ref": 187342 + }, + "10": { + "Dice": 0.41718790547009926, + "FN": 44162, + "FP": 20969, + "IoU": 0.26357386761945684, + "TN": 69407334, + "TP": 23311, + "n_pred": 44280, + "n_ref": 67473 + }, + "11": { + "Dice": 0.0, + "FN": 3461, + "FP": 0, + "IoU": 0.0, + "TN": 69492315, + "TP": 0, + "n_pred": 0, + "n_ref": 3461 + }, + "12": { + "Dice": 0.40535372848948376, + "FN": 2304, + "FP": 184, + "IoU": 0.2541966426858513, + "TN": 69492440, + "TP": 848, + "n_pred": 1032, + "n_ref": 3152 + }, + "13": { + "Dice": 0.589308920784359, + "FN": 37006, + "FP": 19878, + "IoU": 0.41774484113986243, + "TN": 69398080, + "TP": 40812, + "n_pred": 60690, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9064143225333914, + "FN": 19856, + "FP": 7232, + "IoU": 0.8288461902986725, + "TN": 69337509, + "TP": 131179, + "n_pred": 138411, + "n_ref": 151035 + }, + "15": { + "Dice": 0.4560781669045341, + "FN": 35836, + "FP": 102888, + "IoU": 0.2954023689075801, + "TN": 69298892, + "TP": 58160, + "n_pred": 161048, + "n_ref": 93996 + }, + "2": { + "Dice": 0.9353056410114917, + "FN": 14555, + "FP": 4203, + "IoU": 0.8784733694842342, + "TN": 69341423, + "TP": 135595, + "n_pred": 139798, + "n_ref": 150150 + }, + "3": { + "Dice": 0.8983596268858753, + "FN": 26564, + "FP": 6474, + "IoU": 0.8154744949537261, + "TN": 69316733, + "TP": 146005, + "n_pred": 152479, + "n_ref": 172569 + }, + "4": { + "Dice": 0.6623014767344664, + "FN": 15726, + "FP": 6090, + "IoU": 0.4951051864194959, + "TN": 69452567, + "TP": 21393, + "n_pred": 27483, + "n_ref": 37119 + }, + "5": { + "Dice": 0.39556685138119246, + "FN": 14346, + "FP": 161, + "IoU": 0.24654617222395347, + "TN": 69476522, + "TP": 4747, + "n_pred": 4908, + "n_ref": 19093 + }, + "6": { + "Dice": 0.8990308776933512, + "FN": 98654, + "FP": 204809, + "IoU": 0.8165813731540306, + "TN": 67841293, + "TP": 1351020, + "n_pred": 1555829, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.7951735693256349, + "FN": 38445, + "FP": 102994, + "IoU": 0.6599901438753801, + "TN": 69079791, + "TP": 274546, + "n_pred": 377540, + "n_ref": 312991 + }, + "8": { + "Dice": 0.8416056928065192, + "FN": 15358, + "FP": 12243, + "IoU": 0.7265278218135701, + "TN": 69394848, + "TP": 73327, + "n_pred": 85570, + "n_ref": 88685 + }, + "9": { + "Dice": 0.7778941546138185, + "FN": 14269, + "FP": 23477, + "IoU": 0.6365194615103134, + "TN": 69391930, + "TP": 66100, + "n_pred": 89577, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8923630430887332, + "FN": 13164, + "FP": 32490, + "IoU": 0.8056457826914317, + "TN": 50598651, + "TP": 189247, + "n_pred": 221737, + "n_ref": 202411 + }, + "10": { + "Dice": 0.7376507182050117, + "FN": 23074, + "FP": 14459, + "IoU": 0.584347556451345, + "TN": 50743253, + "TP": 52766, + "n_pred": 67225, + "n_ref": 75840 + }, + "11": { + "Dice": 0.0, + "FN": 6729, + "FP": 0, + "IoU": 0.0, + "TN": 50826823, + "TP": 0, + "n_pred": 0, + "n_ref": 6729 + }, + "12": { + "Dice": 0.051654809774203524, + "FN": 6132, + "FP": 0, + "IoU": 0.02651214478488649, + "TN": 50827253, + "TP": 167, + "n_pred": 167, + "n_ref": 6299 + }, + "13": { + "Dice": 0.618886996648904, + "FN": 20099, + "FP": 14588, + "IoU": 0.44810742868053016, + "TN": 50770701, + "TP": 28164, + "n_pred": 42752, + "n_ref": 48263 + }, + "14": { + "Dice": 0.4098858714779249, + "FN": 22203, + "FP": 59958, + "IoU": 0.2577713537196802, + "TN": 50722857, + "TP": 28534, + "n_pred": 88492, + "n_ref": 50737 + }, + "15": { + "Dice": 0.21417466849565614, + "FN": 24217, + "FP": 53120, + "IoU": 0.11993035641130684, + "TN": 50745676, + "TP": 10539, + "n_pred": 63659, + "n_ref": 34756 + }, + "2": { + "Dice": 0.8971976823431946, + "FN": 35004, + "FP": 5573, + "IoU": 0.8135616583120063, + "TN": 50615909, + "TP": 177066, + "n_pred": 182639, + "n_ref": 212070 + }, + "3": { + "Dice": 0.9091793459504657, + "FN": 6870, + "FP": 32341, + "IoU": 0.8334819684383972, + "TN": 50598076, + "TP": 196265, + "n_pred": 228606, + "n_ref": 203135 + }, + "4": { + "Dice": 0.7229040001794809, + "FN": 1854, + "FP": 10497, + "IoU": 0.5660529829246013, + "TN": 50805090, + "TP": 16111, + "n_pred": 26608, + "n_ref": 17965 + }, + "5": { + "Dice": 0.6809716599190283, + "FN": 6116, + "FP": 188, + "IoU": 0.516267648864334, + "TN": 50820520, + "TP": 6728, + "n_pred": 6916, + "n_ref": 12844 + }, + "6": { + "Dice": 0.8796493471038911, + "FN": 106802, + "FP": 464973, + "IoU": 0.785155384013028, + "TN": 48172210, + "TP": 2089567, + "n_pred": 2554540, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.6373456093929901, + "FN": 65895, + "FP": 118996, + "IoU": 0.4677235943217248, + "TN": 50486193, + "TP": 162468, + "n_pred": 281464, + "n_ref": 228363 + }, + "8": { + "Dice": 0.9299387516080103, + "FN": 6056, + "FP": 8540, + "IoU": 0.8690518911935692, + "TN": 50722088, + "TP": 96868, + "n_pred": 105408, + "n_ref": 102924 + }, + "9": { + "Dice": 0.7269954089959276, + "FN": 43622, + "FP": 10075, + "IoU": 0.5710862428410534, + "TN": 50708359, + "TP": 71496, + "n_pred": 81571, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9509102914356267, + "FN": 18254, + "FP": 1745, + "IoU": 0.906414659940664, + "TN": 76671162, + "TP": 193699, + "n_pred": 195444, + "n_ref": 211953 + }, + "10": { + "Dice": 0.6458382691234801, + "FN": 22706, + "FP": 23635, + "IoU": 0.47692846016660273, + "TN": 76796266, + "TP": 42253, + "n_pred": 65888, + "n_ref": 64959 + }, + "11": { + "Dice": 0.0, + "FN": 2874, + "FP": 0, + "IoU": 0.0, + "TN": 76881986, + "TP": 0, + "n_pred": 0, + "n_ref": 2874 + }, + "12": { + "Dice": 0.2375551354757404, + "FN": 2232, + "FP": 188, + "IoU": 0.1347872720772256, + "TN": 76882063, + "TP": 377, + "n_pred": 565, + "n_ref": 2609 + }, + "13": { + "Dice": 0.47025362574336554, + "FN": 22777, + "FP": 22297, + "IoU": 0.3074062692071297, + "TN": 76819780, + "TP": 20006, + "n_pred": 42303, + "n_ref": 42783 + }, + "14": { + "Dice": 0.8398421379955711, + "FN": 9262, + "FP": 18293, + "IoU": 0.7239033285906094, + "TN": 76785058, + "TP": 72247, + "n_pred": 90540, + "n_ref": 81509 + }, + "15": { + "Dice": 0.011190537822823123, + "FN": 39734, + "FP": 9925, + "IoU": 0.005626752102523028, + "TN": 76834920, + "TP": 281, + "n_pred": 10206, + "n_ref": 40015 + }, + "2": { + "Dice": 0.8577979543637483, + "FN": 10554, + "FP": 20394, + "IoU": 0.7510036929463919, + "TN": 76760569, + "TP": 93343, + "n_pred": 113737, + "n_ref": 103897 + }, + "3": { + "Dice": 0.8577888703445671, + "FN": 13378, + "FP": 14485, + "IoU": 0.7509897671924572, + "TN": 76772965, + "TP": 84032, + "n_pred": 98517, + "n_ref": 97410 + }, + "4": { + "Dice": 0.8633651896901245, + "FN": 2523, + "FP": 4554, + "IoU": 0.759580105992662, + "TN": 76855424, + "TP": 22359, + "n_pred": 26913, + "n_ref": 24882 + }, + "5": { + "Dice": 0.21908954142753664, + "FN": 13789, + "FP": 226, + "IoU": 0.12302108754145548, + "TN": 76868879, + "TP": 1966, + "n_pred": 2192, + "n_ref": 15755 + }, + "6": { + "Dice": 0.9472910834290588, + "FN": 29299, + "FP": 93307, + "IoU": 0.8998604158448027, + "TN": 75660509, + "TP": 1101745, + "n_pred": 1195052, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.7160317934006553, + "FN": 49585, + "FP": 38910, + "IoU": 0.5576709685803685, + "TN": 76684794, + "TP": 111571, + "n_pred": 150481, + "n_ref": 161156 + }, + "8": { + "Dice": 0.9147640687463696, + "FN": 10375, + "FP": 2098, + "IoU": 0.8429172333887461, + "TN": 76805456, + "TP": 66931, + "n_pred": 69029, + "n_ref": 77306 + }, + "9": { + "Dice": 0.790597211702993, + "FN": 21307, + "FP": 16018, + "IoU": 0.6537087720925917, + "TN": 76777075, + "TP": 70460, + "n_pred": 86478, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7913212922533276, + "FN": 30968, + "FP": 18401, + "IoU": 0.6546994558451187, + "TN": 130856958, + "TP": 93605, + "n_pred": 112006, + "n_ref": 124573 + }, + "10": { + "Dice": 0.631537618401034, + "FN": 18959, + "FP": 26087, + "IoU": 0.4614943215780036, + "TN": 130916282, + "TP": 38604, + "n_pred": 64691, + "n_ref": 57563 + }, + "11": { + "Dice": 0.0, + "FN": 5568, + "FP": 0, + "IoU": 0.0, + "TN": 130994364, + "TP": 0, + "n_pred": 0, + "n_ref": 5568 + }, + "12": { + "Dice": 0.4712171052631579, + "FN": 5010, + "FP": 134, + "IoU": 0.3082302313071544, + "TN": 130992496, + "TP": 2292, + "n_pred": 2426, + "n_ref": 7302 + }, + "13": { + "Dice": 0.3434637726022907, + "FN": 59555, + "FP": 12555, + "IoU": 0.20733852174295386, + "TN": 130908960, + "TP": 18862, + "n_pred": 31417, + "n_ref": 78417 + }, + "14": { + "Dice": 0.5165566343436405, + "FN": 606980, + "FP": 27829, + "IoU": 0.3482145974039842, + "TN": 130025978, + "TP": 339145, + "n_pred": 366974, + "n_ref": 946125 + }, + "15": { + "Dice": 0.0, + "FN": 25310, + "FP": 53013, + "IoU": 0.0, + "TN": 130921609, + "TP": 0, + "n_pred": 53013, + "n_ref": 25310 + }, + "2": { + "Dice": 0.46941726631119396, + "FN": 150847, + "FP": 2892, + "IoU": 0.30669186054377284, + "TN": 130778185, + "TP": 68008, + "n_pred": 70900, + "n_ref": 218855 + }, + "3": { + "Dice": 0.7363562157801529, + "FN": 51651, + "FP": 114042, + "IoU": 0.5827245185515371, + "TN": 130602849, + "TP": 231390, + "n_pred": 345432, + "n_ref": 283041 + }, + "4": { + "Dice": 0.0, + "FN": 2280, + "FP": 11352, + "IoU": 0.0, + "TN": 130986300, + "TP": 0, + "n_pred": 11352, + "n_ref": 2280 + }, + "5": { + "Dice": 0.1079636977959376, + "FN": 22345, + "FP": 360, + "IoU": 0.05706217035591179, + "TN": 130975853, + "TP": 1374, + "n_pred": 1734, + "n_ref": 23719 + }, + "6": { + "Dice": 0.8771725189527632, + "FN": 64472, + "FP": 329993, + "IoU": 0.7812175367623202, + "TN": 129196931, + "TP": 1408536, + "n_pred": 1738529, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.44450790387165967, + "FN": 134021, + "FP": 41049, + "IoU": 0.2857667390133651, + "TN": 130754816, + "TP": 70046, + "n_pred": 111095, + "n_ref": 204067 + }, + "8": { + "Dice": 0.8605779464982616, + "FN": 28998, + "FP": 2440, + "IoU": 0.7552758381790866, + "TN": 130871469, + "TP": 97025, + "n_pred": 99465, + "n_ref": 126023 + }, + "9": { + "Dice": 0.6723179991067441, + "FN": 19586, + "FP": 17098, + "IoU": 0.5063848110122852, + "TN": 130925615, + "TP": 37633, + "n_pred": 54731, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9352308563111507, + "FN": 5370, + "FP": 1839, + "IoU": 0.8783414337788579, + "TN": 74367442, + "TP": 52047, + "n_pred": 53886, + "n_ref": 57417 + }, + "10": { + "Dice": 0.6299996708035684, + "FN": 40500, + "FP": 4458, + "IoU": 0.4598536638112287, + "TN": 74343465, + "TP": 38275, + "n_pred": 42733, + "n_ref": 78775 + }, + "11": { + "Dice": 0.0, + "FN": 2388, + "FP": 0, + "IoU": 0.0, + "TN": 74424310, + "TP": 0, + "n_pred": 0, + "n_ref": 2388 + }, + "12": { + "Dice": 0.19934041773543423, + "FN": 2185, + "FP": 0, + "IoU": 0.11070411070411071, + "TN": 74424241, + "TP": 272, + "n_pred": 272, + "n_ref": 2457 + }, + "13": { + "Dice": 0.4108698825306366, + "FN": 70956, + "FP": 21875, + "IoU": 0.25855018290442644, + "TN": 74301496, + "TP": 32371, + "n_pred": 54246, + "n_ref": 103327 + }, + "14": { + "Dice": 0.8893436771215077, + "FN": 21407, + "FP": 15793, + "IoU": 0.8007370586218718, + "TN": 74240010, + "TP": 149488, + "n_pred": 165281, + "n_ref": 170895 + }, + "15": { + "Dice": 0.08397213184065884, + "FN": 17650, + "FP": 82012, + "IoU": 0.04382615369855128, + "TN": 74322468, + "TP": 4568, + "n_pred": 86580, + "n_ref": 22218 + }, + "2": { + "Dice": 0.776968268577376, + "FN": 28425, + "FP": 23433, + "IoU": 0.6352805480145725, + "TN": 74284512, + "TP": 90328, + "n_pred": 113761, + "n_ref": 118753 + }, + "3": { + "Dice": 0.8000764952429521, + "FN": 30785, + "FP": 19395, + "IoU": 0.6667729168326826, + "TN": 74276110, + "TP": 100408, + "n_pred": 119803, + "n_ref": 131193 + }, + "4": { + "Dice": 0.5485000473171193, + "FN": 18868, + "FP": 216, + "IoU": 0.3778849915243187, + "TN": 74396022, + "TP": 11592, + "n_pred": 11808, + "n_ref": 30460 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 74426698, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9647130632170914, + "FN": 21445, + "FP": 41917, + "IoU": 0.931831581121731, + "TN": 73497206, + "TP": 866130, + "n_pred": 908047, + "n_ref": 887575 + }, + "7": { + "Dice": 0.4528846482011477, + "FN": 104069, + "FP": 8146, + "IoU": 0.2927284301552386, + "TN": 74268039, + "TP": 46444, + "n_pred": 54590, + "n_ref": 150513 + }, + "8": { + "Dice": 0.884892447478728, + "FN": 7977, + "FP": 1195, + "IoU": 0.7935489679699282, + "TN": 74382271, + "TP": 35255, + "n_pred": 36450, + "n_ref": 43232 + }, + "9": { + "Dice": 0.7407844990548205, + "FN": 8692, + "FP": 8860, + "IoU": 0.5882904860198912, + "TN": 74384066, + "TP": 25080, + "n_pred": 33940, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9415165618848708, + "FN": 7191, + "FP": 9358, + "IoU": 0.8894957899024433, + "TN": 106496929, + "TP": 133210, + "n_pred": 142568, + "n_ref": 140401 + }, + "10": { + "Dice": 0.726651239031916, + "FN": 23982, + "FP": 32716, + "IoU": 0.5706615982250358, + "TN": 106514629, + "TP": 75361, + "n_pred": 108077, + "n_ref": 99343 + }, + "11": { + "Dice": 0.0, + "FN": 4651, + "FP": 0, + "IoU": 0.0, + "TN": 106642037, + "TP": 0, + "n_pred": 0, + "n_ref": 4651 + }, + "12": { + "Dice": 0.573645415750679, + "FN": 3252, + "FP": 45, + "IoU": 0.40217588395285586, + "TN": 106641173, + "TP": 2218, + "n_pred": 2263, + "n_ref": 5470 + }, + "13": { + "Dice": 0.3516742549000614, + "FN": 30052, + "FP": 10104, + "IoU": 0.21335240072874018, + "TN": 106595641, + "TP": 10891, + "n_pred": 20995, + "n_ref": 40943 + }, + "14": { + "Dice": 0.8995027127971874, + "FN": 6675, + "FP": 7532, + "IoU": 0.8173602272873359, + "TN": 106568901, + "TP": 63580, + "n_pred": 71112, + "n_ref": 70255 + }, + "15": { + "Dice": 0.03609451815827034, + "FN": 24854, + "FP": 66317, + "IoU": 0.018378948728439457, + "TN": 106553810, + "TP": 1707, + "n_pred": 68024, + "n_ref": 26561 + }, + "2": { + "Dice": 0.6184326288289378, + "FN": 94589, + "FP": 19041, + "IoU": 0.447631177265524, + "TN": 106440974, + "TP": 92084, + "n_pred": 111125, + "n_ref": 186673 + }, + "3": { + "Dice": 0.700850342686603, + "FN": 10296, + "FP": 109386, + "IoU": 0.5394685198439267, + "TN": 106386810, + "TP": 140196, + "n_pred": 249582, + "n_ref": 150492 + }, + "4": { + "Dice": 0.8310034725313863, + "FN": 750, + "FP": 3046, + "IoU": 0.7108690684743697, + "TN": 106633559, + "TP": 9333, + "n_pred": 12379, + "n_ref": 10083 + }, + "5": { + "Dice": 0.0009000900090009, + "FN": 4440, + "FP": 0, + "IoU": 0.00045024763619990995, + "TN": 106642246, + "TP": 2, + "n_pred": 2, + "n_ref": 4442 + }, + "6": { + "Dice": 0.9640463388630578, + "FN": 58212, + "FP": 32368, + "IoU": 0.9305882830753575, + "TN": 105341721, + "TP": 1214387, + "n_pred": 1246755, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.8330172295233496, + "FN": 76389, + "FP": 28029, + "IoU": 0.7138213610326966, + "TN": 106281818, + "TP": 260452, + "n_pred": 288481, + "n_ref": 336841 + }, + "8": { + "Dice": 0.9382220635487326, + "FN": 5332, + "FP": 3320, + "IoU": 0.8836330378878563, + "TN": 106572337, + "TP": 65699, + "n_pred": 69019, + "n_ref": 71031 + }, + "9": { + "Dice": 0.8869644600540136, + "FN": 15130, + "FP": 2700, + "IoU": 0.7968878155472523, + "TN": 106558904, + "TP": 69954, + "n_pred": 72654, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9026714114695223, + "FN": 17134, + "FP": 12541, + "IoU": 0.8226081238604777, + "TN": 107959643, + "TP": 137610, + "n_pred": 150151, + "n_ref": 154744 + }, + "10": { + "Dice": 0.8263042961984697, + "FN": 9814, + "FP": 20173, + "IoU": 0.7040191878713702, + "TN": 108025614, + "TP": 71327, + "n_pred": 91500, + "n_ref": 81141 + }, + "11": { + "Dice": 0.0, + "FN": 3037, + "FP": 0, + "IoU": 0.0, + "TN": 108123891, + "TP": 0, + "n_pred": 0, + "n_ref": 3037 + }, + "12": { + "Dice": 0.590373611578593, + "FN": 2220, + "FP": 214, + "IoU": 0.41881566380133717, + "TN": 108122740, + "TP": 1754, + "n_pred": 1968, + "n_ref": 3974 + }, + "13": { + "Dice": 0.6547017189079879, + "FN": 37277, + "FP": 5069, + "IoU": 0.48665915069522736, + "TN": 108044437, + "TP": 40145, + "n_pred": 45214, + "n_ref": 77422 + }, + "14": { + "Dice": 0.7531675621641885, + "FN": 9755, + "FP": 9999, + "IoU": 0.6040647799246373, + "TN": 108077036, + "TP": 30138, + "n_pred": 40137, + "n_ref": 39893 + }, + "15": { + "Dice": 0.01241583675612821, + "FN": 26238, + "FP": 131733, + "IoU": 0.006246697365441232, + "TN": 107967964, + "TP": 993, + "n_pred": 132726, + "n_ref": 27231 + }, + "2": { + "Dice": 0.8264783833460904, + "FN": 31672, + "FP": 34978, + "IoU": 0.7042719721709498, + "TN": 107901552, + "TP": 158726, + "n_pred": 193704, + "n_ref": 190398 + }, + "3": { + "Dice": 0.9053308009486601, + "FN": 16242, + "FP": 22238, + "IoU": 0.8270359682479751, + "TN": 107904454, + "TP": 183994, + "n_pred": 206232, + "n_ref": 200236 + }, + "4": { + "Dice": 0.8861764609377564, + "FN": 6301, + "FP": 637, + "IoU": 0.7956165674895422, + "TN": 108092982, + "TP": 27008, + "n_pred": 27645, + "n_ref": 33309 + }, + "5": { + "Dice": 0.0, + "FN": 3877, + "FP": 0, + "IoU": 0.0, + "TN": 108123051, + "TP": 0, + "n_pred": 0, + "n_ref": 3877 + }, + "6": { + "Dice": 0.9644959993665607, + "FN": 66383, + "FP": 37645, + "IoU": 0.9314266277837251, + "TN": 106609896, + "TP": 1413004, + "n_pred": 1450649, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.7321656274882795, + "FN": 63745, + "FP": 77194, + "IoU": 0.5774931200498834, + "TN": 107793350, + "TP": 192639, + "n_pred": 269833, + "n_ref": 256384 + }, + "8": { + "Dice": 0.9268738997498378, + "FN": 3156, + "FP": 3158, + "IoU": 0.8637138725204515, + "TN": 108080599, + "TP": 40015, + "n_pred": 43173, + "n_ref": 43171 + }, + "9": { + "Dice": 0.8842631277136069, + "FN": 7767, + "FP": 6361, + "IoU": 0.7925373353500051, + "TN": 108058829, + "TP": 53971, + "n_pred": 60332, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8094576236581937, + "FN": 21411, + "FP": 27119, + "IoU": 0.6799066036989156, + "TN": 62418548, + "TP": 103082, + "n_pred": 130201, + "n_ref": 124493 + }, + "10": { + "Dice": 0.5968195747415611, + "FN": 21071, + "FP": 30372, + "IoU": 0.425333452490002, + "TN": 62480642, + "TP": 38075, + "n_pred": 68447, + "n_ref": 59146 + }, + "11": { + "Dice": 0.0, + "FN": 2052, + "FP": 0, + "IoU": 0.0, + "TN": 62568108, + "TP": 0, + "n_pred": 0, + "n_ref": 2052 + }, + "12": { + "Dice": 0.47590461897615477, + "FN": 2840, + "FP": 303, + "IoU": 0.312253829321663, + "TN": 62565590, + "TP": 1427, + "n_pred": 1730, + "n_ref": 4267 + }, + "13": { + "Dice": 0.7003804291608721, + "FN": 11240, + "FP": 14829, + "IoU": 0.5389118822738689, + "TN": 62513622, + "TP": 30469, + "n_pred": 45298, + "n_ref": 41709 + }, + "14": { + "Dice": 0.9278272920599269, + "FN": 43792, + "FP": 4536, + "IoU": 0.8653711152959005, + "TN": 62211188, + "TP": 310644, + "n_pred": 315180, + "n_ref": 354436 + }, + "15": { + "Dice": 0.6039659314700742, + "FN": 31383, + "FP": 47246, + "IoU": 0.4326297939892485, + "TN": 62431575, + "TP": 59956, + "n_pred": 107202, + "n_ref": 91339 + }, + "2": { + "Dice": 0.5530623438357, + "FN": 98948, + "FP": 11059, + "IoU": 0.3822295601192783, + "TN": 62392089, + "TP": 68064, + "n_pred": 79123, + "n_ref": 167012 + }, + "3": { + "Dice": 0.7747383161794892, + "FN": 14280, + "FP": 93817, + "IoU": 0.632304369270541, + "TN": 62276175, + "TP": 185888, + "n_pred": 279705, + "n_ref": 200168 + }, + "4": { + "Dice": 0.8978661354254379, + "FN": 1621, + "FP": 3352, + "IoU": 0.8146615980918307, + "TN": 62543328, + "TP": 21859, + "n_pred": 25211, + "n_ref": 23480 + }, + "5": { + "Dice": 0.27602046142603615, + "FN": 6853, + "FP": 82, + "IoU": 0.16010657623834323, + "TN": 62561903, + "TP": 1322, + "n_pred": 1404, + "n_ref": 8175 + }, + "6": { + "Dice": 0.9362166635560512, + "FN": 47982, + "FP": 144082, + "IoU": 0.8800820914206723, + "TN": 60968531, + "TP": 1409565, + "n_pred": 1553647, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.6166861802645633, + "FN": 67306, + "FP": 81984, + "IoU": 0.44580352734602663, + "TN": 62300779, + "TP": 120091, + "n_pred": 202075, + "n_ref": 187397 + }, + "8": { + "Dice": 0.9318058060181748, + "FN": 4243, + "FP": 5400, + "IoU": 0.8723187331179493, + "TN": 62494636, + "TP": 65881, + "n_pred": 71281, + "n_ref": 70124 + }, + "9": { + "Dice": 0.8101208583408699, + "FN": 10182, + "FP": 8294, + "IoU": 0.6808429780618415, + "TN": 62512270, + "TP": 39414, + "n_pred": 47708, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6834688368850665, + "FN": 112073, + "FP": 44125, + "IoU": 0.5191436830617578, + "TN": 55056415, + "TP": 168635, + "n_pred": 212760, + "n_ref": 280708 + }, + "10": { + "Dice": 0.7994714959331854, + "FN": 10615, + "FP": 22471, + "IoU": 0.66593295638126, + "TN": 55282208, + "TP": 65954, + "n_pred": 88425, + "n_ref": 76569 + }, + "11": { + "Dice": 0.0, + "FN": 4327, + "FP": 0, + "IoU": 0.0, + "TN": 55376921, + "TP": 0, + "n_pred": 0, + "n_ref": 4327 + }, + "12": { + "Dice": 0.42994617517533845, + "FN": 3410, + "FP": 85, + "IoU": 0.2738416787866196, + "TN": 55376435, + "TP": 1318, + "n_pred": 1403, + "n_ref": 4728 + }, + "13": { + "Dice": 0.5856790764042029, + "FN": 23266, + "FP": 21450, + "IoU": 0.4141062093001926, + "TN": 55304927, + "TP": 31605, + "n_pred": 53055, + "n_ref": 54871 + }, + "14": { + "Dice": 0.8968894956329375, + "FN": 5180, + "FP": 15515, + "IoU": 0.8130549859531531, + "TN": 55270547, + "TP": 90006, + "n_pred": 105521, + "n_ref": 95186 + }, + "15": { + "Dice": 0.7638842700365813, + "FN": 12058, + "FP": 34802, + "IoU": 0.617971482378262, + "TN": 55258587, + "TP": 75801, + "n_pred": 110603, + "n_ref": 87859 + }, + "2": { + "Dice": 0.7328087338721112, + "FN": 71324, + "FP": 19132, + "IoU": 0.5782937062937062, + "TN": 55166748, + "TP": 124044, + "n_pred": 143176, + "n_ref": 195368 + }, + "3": { + "Dice": 0.7825445151766768, + "FN": 31213, + "FP": 53639, + "IoU": 0.6427705365262201, + "TN": 55143720, + "TP": 152676, + "n_pred": 206315, + "n_ref": 183889 + }, + "4": { + "Dice": 0.6582166729726321, + "FN": 2190, + "FP": 3230, + "IoU": 0.4905536234608516, + "TN": 55370609, + "TP": 5219, + "n_pred": 8449, + "n_ref": 7409 + }, + "5": { + "Dice": 0.15203145478374835, + "FN": 5176, + "FP": 0, + "IoU": 0.08226950354609928, + "TN": 55375608, + "TP": 464, + "n_pred": 464, + "n_ref": 5640 + }, + "6": { + "Dice": 0.9218918753693477, + "FN": 96365, + "FP": 141281, + "IoU": 0.8551015007749594, + "TN": 53741162, + "TP": 1402440, + "n_pred": 1543721, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.59500071637994, + "FN": 90120, + "FP": 25775, + "IoU": 0.4234882702907058, + "TN": 55180220, + "TP": 85133, + "n_pred": 110908, + "n_ref": 175253 + }, + "8": { + "Dice": 0.9166017484636025, + "FN": 4694, + "FP": 3014, + "IoU": 0.8460432229457117, + "TN": 55331182, + "TP": 42358, + "n_pred": 45372, + "n_ref": 47052 + }, + "9": { + "Dice": 0.8245626305114551, + "FN": 9652, + "FP": 7907, + "IoU": 0.7014943134488211, + "TN": 55322425, + "TP": 41264, + "n_pred": 49171, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.843774809901025, + "FN": 73522, + "FP": 6173, + "IoU": 0.729766845703125, + "TN": 110851703, + "TP": 215217, + "n_pred": 221390, + "n_ref": 288739 + }, + "10": { + "Dice": 0.8115318366613118, + "FN": 12309, + "FP": 20188, + "IoU": 0.6828385157424216, + "TN": 111044153, + "TP": 69965, + "n_pred": 90153, + "n_ref": 82274 + }, + "11": { + "Dice": 0.0, + "FN": 3634, + "FP": 0, + "IoU": 0.0, + "TN": 111142981, + "TP": 0, + "n_pred": 0, + "n_ref": 3634 + }, + "12": { + "Dice": 0.45695857107417515, + "FN": 2183, + "FP": 6, + "IoU": 0.2961414790996785, + "TN": 111143505, + "TP": 921, + "n_pred": 927, + "n_ref": 3104 + }, + "13": { + "Dice": 0.5548735315906446, + "FN": 31136, + "FP": 19336, + "IoU": 0.38396191871109486, + "TN": 111064685, + "TP": 31458, + "n_pred": 50794, + "n_ref": 62594 + }, + "14": { + "Dice": 0.6555345763511918, + "FN": 18896, + "FP": 4456, + "IoU": 0.4875800930395857, + "TN": 111101043, + "TP": 22220, + "n_pred": 26676, + "n_ref": 41116 + }, + "15": { + "Dice": 0.0, + "FN": 25364, + "FP": 161678, + "IoU": 0.0, + "TN": 110959573, + "TP": 0, + "n_pred": 161678, + "n_ref": 25364 + }, + "2": { + "Dice": 0.7419492118900632, + "FN": 18156, + "FP": 77650, + "IoU": 0.5897609372390671, + "TN": 110913078, + "TP": 137731, + "n_pred": 215381, + "n_ref": 155887 + }, + "3": { + "Dice": 0.6698777402483916, + "FN": 116541, + "FP": 9638, + "IoU": 0.503621178682843, + "TN": 110892416, + "TP": 128020, + "n_pred": 137658, + "n_ref": 244561 + }, + "4": { + "Dice": 0.8240017626753495, + "FN": 2009, + "FP": 5180, + "IoU": 0.7006828212174203, + "TN": 111122597, + "TP": 16829, + "n_pred": 22009, + "n_ref": 18838 + }, + "5": { + "Dice": 0.000838750262109457, + "FN": 4765, + "FP": 0, + "IoU": 0.0004195510803440319, + "TN": 111141848, + "TP": 2, + "n_pred": 2, + "n_ref": 4767 + }, + "6": { + "Dice": 0.9605879968851466, + "FN": 22167, + "FP": 107652, + "IoU": 0.9241648104952692, + "TN": 109434758, + "TP": 1582038, + "n_pred": 1689690, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.32589083667742813, + "FN": 292292, + "FP": 65180, + "IoU": 0.19466522483554113, + "TN": 110702735, + "TP": 86408, + "n_pred": 151588, + "n_ref": 378700 + }, + "8": { + "Dice": 0.8881054842976591, + "FN": 6358, + "FP": 12337, + "IoU": 0.7987317787395302, + "TN": 111053729, + "TP": 74191, + "n_pred": 86528, + "n_ref": 80549 + }, + "9": { + "Dice": 0.8200423299898776, + "FN": 11297, + "FP": 8259, + "IoU": 0.6949760578977743, + "TN": 111082502, + "TP": 44557, + "n_pred": 52816, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9523041075023942, + "FN": 12762, + "FP": 6213, + "IoU": 0.9089508838601946, + "TN": 96912621, + "TP": 189429, + "n_pred": 195642, + "n_ref": 202191 + }, + "10": { + "Dice": 0.7446588629440253, + "FN": 19278, + "FP": 18525, + "IoU": 0.5931924326883757, + "TN": 97028099, + "TP": 55123, + "n_pred": 73648, + "n_ref": 74401 + }, + "11": { + "Dice": 0.0, + "FN": 3912, + "FP": 0, + "IoU": 0.0, + "TN": 97117113, + "TP": 0, + "n_pred": 0, + "n_ref": 3912 + }, + "12": { + "Dice": 0.19320703191670935, + "FN": 4717, + "FP": 10, + "IoU": 0.10693368600037786, + "TN": 97115732, + "TP": 566, + "n_pred": 576, + "n_ref": 5283 + }, + "13": { + "Dice": 0.6815305615371874, + "FN": 20513, + "FP": 8326, + "IoU": 0.5169103975074124, + "TN": 97061328, + "TP": 30858, + "n_pred": 39184, + "n_ref": 51371 + }, + "14": { + "Dice": 0.9149870201937659, + "FN": 12940, + "FP": 9427, + "IoU": 0.8432959210839743, + "TN": 96978291, + "TP": 120367, + "n_pred": 129794, + "n_ref": 133307 + }, + "15": { + "Dice": 0.8734438002177944, + "FN": 9145, + "FP": 8055, + "IoU": 0.7753219949316822, + "TN": 97044471, + "TP": 59354, + "n_pred": 67409, + "n_ref": 68499 + }, + "2": { + "Dice": 0.6630678967916421, + "FN": 76191, + "FP": 16497, + "IoU": 0.49596228200401327, + "TN": 96937134, + "TP": 91203, + "n_pred": 107700, + "n_ref": 167394 + }, + "3": { + "Dice": 0.8218031710291772, + "FN": 22753, + "FP": 62720, + "IoU": 0.6975092368454581, + "TN": 96838461, + "TP": 197091, + "n_pred": 259811, + "n_ref": 219844 + }, + "4": { + "Dice": 0.8180494148244474, + "FN": 1506, + "FP": 5490, + "IoU": 0.6921181182062228, + "TN": 97098302, + "TP": 15727, + "n_pred": 21217, + "n_ref": 17233 + }, + "5": { + "Dice": 0.11251885369532429, + "FN": 11712, + "FP": 56, + "IoU": 0.0596132331788397, + "TN": 97108511, + "TP": 746, + "n_pred": 802, + "n_ref": 12458 + }, + "6": { + "Dice": 0.939324437030859, + "FN": 42457, + "FP": 157169, + "IoU": 0.8855907214468253, + "TN": 95376184, + "TP": 1545215, + "n_pred": 1702384, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.49787051675596755, + "FN": 205365, + "FP": 39512, + "IoU": 0.3314431427580765, + "TN": 96754748, + "TP": 121400, + "n_pred": 160912, + "n_ref": 326765 + }, + "8": { + "Dice": 0.9287342066506472, + "FN": 10246, + "FP": 3545, + "IoU": 0.8669503053457208, + "TN": 97017372, + "TP": 89862, + "n_pred": 93407, + "n_ref": 100108 + }, + "9": { + "Dice": 0.8530582280437387, + "FN": 18172, + "FP": 8449, + "IoU": 0.7437676862956475, + "TN": 97017131, + "TP": 77273, + "n_pred": 85722, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9500385619050637, + "FN": 17288, + "FP": 1628, + "IoU": 0.9048318609003643, + "TN": 78857641, + "TP": 179848, + "n_pred": 181476, + "n_ref": 197136 + }, + "10": { + "Dice": 0.7679118746611112, + "FN": 25741, + "FP": 14922, + "IoU": 0.6232605110530509, + "TN": 78948471, + "TP": 67271, + "n_pred": 82193, + "n_ref": 93012 + }, + "11": { + "Dice": 0.0, + "FN": 3009, + "FP": 0, + "IoU": 0.0, + "TN": 79053396, + "TP": 0, + "n_pred": 0, + "n_ref": 3009 + }, + "12": { + "Dice": 0.3565750624574154, + "FN": 2219, + "FP": 614, + "IoU": 0.21697070204532892, + "TN": 79052787, + "TP": 785, + "n_pred": 1399, + "n_ref": 3004 + }, + "13": { + "Dice": 0.713436385255648, + "FN": 23475, + "FP": 10265, + "IoU": 0.5545286506469501, + "TN": 78980665, + "TP": 42000, + "n_pred": 52265, + "n_ref": 65475 + }, + "14": { + "Dice": 0.46309866702391317, + "FN": 20594, + "FP": 19483, + "IoU": 0.30131971199944213, + "TN": 78999044, + "TP": 17284, + "n_pred": 36767, + "n_ref": 37878 + }, + "15": { + "Dice": 0.00038584187292184434, + "FN": 38515, + "FP": 49570, + "IoU": 0.0001929581621302581, + "TN": 78968303, + "TP": 17, + "n_pred": 49587, + "n_ref": 38532 + }, + "2": { + "Dice": 0.8832700343536706, + "FN": 15302, + "FP": 10454, + "IoU": 0.7909432553307197, + "TN": 78933204, + "TP": 97445, + "n_pred": 107899, + "n_ref": 112747 + }, + "3": { + "Dice": 0.9069854798388663, + "FN": 16347, + "FP": 5196, + "IoU": 0.8298018581721653, + "TN": 78929829, + "TP": 105033, + "n_pred": 110229, + "n_ref": 121380 + }, + "4": { + "Dice": 0.723968, + "FN": 2826, + "FP": 1487, + "IoU": 0.5673588123181864, + "TN": 79046436, + "TP": 5656, + "n_pred": 7143, + "n_ref": 8482 + }, + "5": { + "Dice": 0.029944838455476755, + "FN": 4882, + "FP": 42, + "IoU": 0.0152, + "TN": 79051405, + "TP": 76, + "n_pred": 118, + "n_ref": 4958 + }, + "6": { + "Dice": 0.9669513627055918, + "FN": 46746, + "FP": 40197, + "IoU": 0.9360172675296997, + "TN": 77697554, + "TP": 1271908, + "n_pred": 1312105, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.593437439034688, + "FN": 270160, + "FP": 9094, + "IoU": 0.42190618142673786, + "TN": 78573345, + "TP": 203806, + "n_pred": 212900, + "n_ref": 473966 + }, + "8": { + "Dice": 0.9077768141081237, + "FN": 3267, + "FP": 2475, + "IoU": 0.8311275807305453, + "TN": 79022403, + "TP": 28260, + "n_pred": 30735, + "n_ref": 31527 + }, + "9": { + "Dice": 0.8869073380393093, + "FN": 11862, + "FP": 3294, + "IoU": 0.7967956023329088, + "TN": 78981820, + "TP": 59429, + "n_pred": 62723, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9416458959118894, + "FN": 12412, + "FP": 14980, + "IoU": 0.8897266919215301, + "TN": 122463539, + "TP": 221009, + "n_pred": 235989, + "n_ref": 233421 + }, + "10": { + "Dice": 0.8109664060685812, + "FN": 26581, + "FP": 12493, + "IoU": 0.6820382621715532, + "TN": 122589051, + "TP": 83815, + "n_pred": 96308, + "n_ref": 110396 + }, + "11": { + "Dice": 0.0, + "FN": 4182, + "FP": 0, + "IoU": 0.0, + "TN": 122707758, + "TP": 0, + "n_pred": 0, + "n_ref": 4182 + }, + "12": { + "Dice": 0.4008145663632008, + "FN": 4617, + "FP": 385, + "IoU": 0.2506367041198502, + "TN": 122705265, + "TP": 1673, + "n_pred": 2058, + "n_ref": 6290 + }, + "13": { + "Dice": 0.29426245980707394, + "FN": 42086, + "FP": 14102, + "IoU": 0.1725133280315749, + "TN": 122644038, + "TP": 11714, + "n_pred": 25816, + "n_ref": 53800 + }, + "14": { + "Dice": 0.79999309517439, + "FN": 15007, + "FP": 31339, + "IoU": 0.6666570766862782, + "TN": 122572906, + "TP": 92688, + "n_pred": 124027, + "n_ref": 107695 + }, + "15": { + "Dice": 0.6869933429272485, + "FN": 17911, + "FP": 12322, + "IoU": 0.5232215230795919, + "TN": 122648529, + "TP": 33178, + "n_pred": 45500, + "n_ref": 51089 + }, + "2": { + "Dice": 0.5236308294379823, + "FN": 76730, + "FP": 32823, + "IoU": 0.3546747249122311, + "TN": 122542176, + "TP": 60211, + "n_pred": 93034, + "n_ref": 136941 + }, + "3": { + "Dice": 0.7463252498188362, + "FN": 6328, + "FP": 88539, + "IoU": 0.5953101071158908, + "TN": 122477521, + "TP": 139552, + "n_pred": 228091, + "n_ref": 145880 + }, + "4": { + "Dice": 0.7306643267156594, + "FN": 15514, + "FP": 21319, + "IoU": 0.5756273475125009, + "TN": 122625146, + "TP": 49961, + "n_pred": 71280, + "n_ref": 65475 + }, + "5": { + "Dice": 0.23314894488834256, + "FN": 14933, + "FP": 39, + "IoU": 0.13195732838589982, + "TN": 122694692, + "TP": 2276, + "n_pred": 2315, + "n_ref": 17209 + }, + "6": { + "Dice": 0.9255531038688062, + "FN": 47225, + "FP": 220397, + "IoU": 0.861422846677192, + "TN": 120780727, + "TP": 1663591, + "n_pred": 1883988, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.413014519035945, + "FN": 381749, + "FP": 142611, + "IoU": 0.2602509751916878, + "TN": 122003105, + "TP": 184475, + "n_pred": 327086, + "n_ref": 566224 + }, + "8": { + "Dice": 0.9412744626637943, + "FN": 12142, + "FP": 3369, + "IoU": 0.8890637180926769, + "TN": 122572121, + "TP": 124308, + "n_pred": 127677, + "n_ref": 136450 + }, + "9": { + "Dice": 0.7746507862455062, + "FN": 18291, + "FP": 14555, + "IoU": 0.6321877694538695, + "TN": 122622639, + "TP": 56455, + "n_pred": 71010, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/loop_000/summary_cross_val.json b/nnActive_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/loop_000/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..bf5b159219e0e8252bca63c05e72f85058de7cb9 --- /dev/null +++ b/nnActive_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/loop_000/summary_cross_val.json @@ -0,0 +1,24396 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": 0.301841668501534, + "FN": 1206.1044444444444, + "FP": 1098.3111111111111, + "IoU": 0.24919080584126752, + "TN": 240673.40666666665, + "TP": 2346.977777777778, + "n_pred": 3445.2888888888892, + "n_ref": 3553.082222222222 + }, + "mean": { + "1": { + "Dice": 0.3271398165528218, + "FN": 113.7, + "FP": 3005.266666666667, + "IoU": 0.29356984324531005, + "TN": 239769.6, + "TP": 2436.233333333333, + "n_pred": 5441.5, + "n_ref": 2549.9333333333334 + }, + "10": { + "Dice": 0.342681046102017, + "FN": 1876.6, + "FP": 628.7, + "IoU": 0.2548664822091467, + "TN": 241092.5, + "TP": 1727.0, + "n_pred": 2355.7, + "n_ref": 3603.6 + }, + "11": { + "Dice": 0.0, + "FN": 111.4, + "FP": 0.0, + "IoU": 0.0, + "TN": 245213.4, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 111.4 + }, + "12": { + "Dice": 0.18552179279151165, + "FN": 233.9, + "FP": 13.1, + "IoU": 0.11350521074375586, + "TN": 245025.86666666667, + "TP": 51.93333333333333, + "n_pred": 65.03333333333333, + "n_ref": 285.8333333333333 + }, + "13": { + "Dice": 0.20440915833254364, + "FN": 1834.4666666666667, + "FP": 377.96666666666664, + "IoU": 0.14958027171025892, + "TN": 242637.93333333332, + "TP": 474.43333333333334, + "n_pred": 852.4, + "n_ref": 2308.9 + }, + "14": { + "Dice": 0.590811834649954, + "FN": 924.3666666666667, + "FP": 657.6, + "IoU": 0.5060738362458241, + "TN": 239289.6, + "TP": 4453.233333333334, + "n_pred": 5110.833333333333, + "n_ref": 5377.6 + }, + "15": { + "Dice": 0.24679404220874765, + "FN": 2134.3333333333335, + "FP": 309.6666666666667, + "IoU": 0.15512939868066997, + "TN": 242164.9, + "TP": 715.9, + "n_pred": 1025.5666666666666, + "n_ref": 2850.233333333333 + }, + "2": { + "Dice": 0.2548424946082056, + "FN": 204.8, + "FP": 2204.366666666667, + "IoU": 0.23931917014203205, + "TN": 241084.7, + "TP": 1830.9333333333334, + "n_pred": 4035.3, + "n_ref": 2035.7333333333333 + }, + "3": { + "Dice": 0.41791227761716365, + "FN": 3910.4333333333334, + "FP": 1088.0666666666666, + "IoU": 0.37371133829383396, + "TN": 235232.76666666666, + "TP": 5093.533333333334, + "n_pred": 6181.6, + "n_ref": 9003.966666666667 + }, + "4": { + "Dice": 0.2521981746098066, + "FN": 169.76666666666668, + "FP": 267.6333333333333, + "IoU": 0.19679171970182796, + "TN": 244458.83333333334, + "TP": 428.56666666666666, + "n_pred": 696.2, + "n_ref": 598.3333333333334 + }, + "5": { + "Dice": 0.0, + "FN": 695.3666666666667, + "FP": 0.26666666666666666, + "IoU": 0.0, + "TN": 244629.16666666666, + "TP": 0.0, + "n_pred": 0.26666666666666666, + "n_ref": 695.3666666666667 + }, + "6": { + "Dice": 0.39382333044703166, + "FN": 877.6666666666666, + "FP": 5284.566666666667, + "IoU": 0.3535396031937633, + "TN": 228315.3, + "TP": 10847.266666666666, + "n_pred": 16131.833333333334, + "n_ref": 11724.933333333332 + }, + "7": { + "Dice": 0.25682175792470335, + "FN": 2964.1, + "FP": 1554.4, + "IoU": 0.22404054570135046, + "TN": 236807.6, + "TP": 3998.7, + "n_pred": 5553.1, + "n_ref": 6962.8 + }, + "8": { + "Dice": 0.5800680416375411, + "FN": 1836.5666666666666, + "FP": 119.4, + "IoU": 0.5029164432821229, + "TN": 241593.53333333333, + "TP": 1775.3, + "n_pred": 1894.7, + "n_ref": 3611.866666666667 + }, + "9": { + "Dice": 0.4746012600409619, + "FN": 204.1, + "FP": 963.6666666666666, + "IoU": 0.37481822446911633, + "TN": 242785.4, + "TP": 1371.6333333333334, + "n_pred": 2335.3, + "n_ref": 1575.7333333333333 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 752, + "IoU": 0.0, + "TN": 349712, + "TP": 0, + "n_pred": 752, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8795847330100777, + "FN": 1757, + "FP": 14087, + "IoU": 0.7850524345077396, + "TN": 276753, + "TP": 57867, + "n_pred": 71954, + "n_ref": 59624 + }, + "15": { + "Dice": 0.37295925695408627, + "FN": 12398, + "FP": 699, + "IoU": 0.22922551789077214, + "TN": 333472, + "TP": 3895, + "n_pred": 4594, + "n_ref": 16293 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 350463, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 530, + "IoU": 0.0, + "TN": 349934, + "TP": 0, + "n_pred": 530, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0016.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0016.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0017.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0017.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0025.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0025.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 44735, + "IoU": 0.0, + "TN": 480961, + "TP": 0, + "n_pred": 44735, + "n_ref": 0 + }, + "10": { + "Dice": 0.3331560283687943, + "FN": 2585, + "FP": 4937, + "IoU": 0.1998723540048931, + "TN": 516295, + "TP": 1879, + "n_pred": 6816, + "n_ref": 4464 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 2003, + "FP": 0, + "IoU": 0.0, + "TN": 523693, + "TP": 0, + "n_pred": 0, + "n_ref": 2003 + }, + "13": { + "Dice": 0.2592998077999173, + "FN": 28584, + "FP": 1861, + "IoU": 0.1489629339743948, + "TN": 489922, + "TP": 5329, + "n_pred": 7190, + "n_ref": 33913 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 28, + "IoU": 0.0, + "TN": 525668, + "TP": 0, + "n_pred": 28, + "n_ref": 0 + }, + "3": { + "Dice": 0.5374128897705885, + "FN": 15503, + "FP": 2685, + "IoU": 0.36743991931276737, + "TN": 496943, + "TP": 10565, + "n_pred": 13250, + "n_ref": 26068 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 4762, + "IoU": 0.0, + "TN": 520934, + "TP": 0, + "n_pred": 4762, + "n_ref": 0 + }, + "7": { + "Dice": 0.3808568966867706, + "FN": 26978, + "FP": 12545, + "IoU": 0.2352212697614118, + "TN": 474017, + "TP": 12156, + "n_pred": 24701, + "n_ref": 39134 + }, + "8": { + "Dice": 0.5901820187534473, + "FN": 741, + "FP": 2, + "IoU": 0.418622848200313, + "TN": 524418, + "TP": 535, + "n_pred": 537, + "n_ref": 1276 + }, + "9": { + "Dice": 0.6314655172413793, + "FN": 900, + "FP": 5598, + "IoU": 0.46141732283464565, + "TN": 513631, + "TP": 5567, + "n_pred": 11165, + "n_ref": 6467 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0057.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0057.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 3235, + "IoU": 0.0, + "TN": 171997, + "TP": 0, + "n_pred": 3235, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 60, + "FP": 0, + "IoU": 0.0, + "TN": 175172, + "TP": 0, + "n_pred": 0, + "n_ref": 60 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 57, + "IoU": 0.0, + "TN": 175175, + "TP": 0, + "n_pred": 57, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9256920495852363, + "FN": 4325, + "FP": 2053, + "IoU": 0.8616635939702852, + "TN": 129127, + "TP": 39727, + "n_pred": 41780, + "n_ref": 44052 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 149, + "IoU": 0.0, + "TN": 175083, + "TP": 0, + "n_pred": 149, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9417495492351539, + "FN": 7855, + "FP": 157, + "IoU": 0.8899117865288961, + "TN": 102454, + "TP": 64766, + "n_pred": 64923, + "n_ref": 72621 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 667, + "IoU": 0.0, + "TN": 174565, + "TP": 0, + "n_pred": 667, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0084.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0084.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0094.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0094.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8990769230769231, + "FN": 944, + "FP": 40, + "IoU": 0.8166573504751258, + "TN": 169865, + "TP": 4383, + "n_pred": 4423, + "n_ref": 5327 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0133.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0133.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9594143334189571, + "FN": 422, + "FP": 210, + "IoU": 0.9219945692421624, + "TN": 342362, + "TP": 7470, + "n_pred": 7680, + "n_ref": 7892 + }, + "10": { + "Dice": 0.5753907360045467, + "FN": 7316, + "FP": 155, + "IoU": 0.4038937205776749, + "TN": 337931, + "TP": 5062, + "n_pred": 5217, + "n_ref": 12378 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 130, + "FP": 0, + "IoU": 0.0, + "TN": 350334, + "TP": 0, + "n_pred": 0, + "n_ref": 130 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 22487, + "IoU": 0.0, + "TN": 327977, + "TP": 0, + "n_pred": 22487, + "n_ref": 0 + }, + "3": { + "Dice": 0.7701965419570591, + "FN": 26742, + "FP": 5143, + "IoU": 0.6262761231641994, + "TN": 265147, + "TP": 53432, + "n_pred": 58575, + "n_ref": 80174 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 350461, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 96, + "IoU": 0.0, + "TN": 350368, + "TP": 0, + "n_pred": 96, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0134.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0134.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 441, + "IoU": 0.0, + "TN": 350023, + "TP": 0, + "n_pred": 441, + "n_ref": 0 + }, + "10": { + "Dice": 0.5928446869550543, + "FN": 12247, + "FP": 2229, + "IoU": 0.42130721567059765, + "TN": 325449, + "TP": 10539, + "n_pred": 12768, + "n_ref": 22786 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.005299927728258251, + "FN": 4129, + "FP": 0, + "IoU": 0.0026570048309178746, + "TN": 346324, + "TP": 11, + "n_pred": 11, + "n_ref": 4140 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9796240525250566, + "FN": 703, + "FP": 3918, + "IoU": 0.960061882043836, + "TN": 234760, + "TP": 111083, + "n_pred": 115001, + "n_ref": 111786 + }, + "7": { + "Dice": 0.9464815216605192, + "FN": 2909, + "FP": 51, + "IoU": 0.8984004942678657, + "TN": 321330, + "TP": 26174, + "n_pred": 26225, + "n_ref": 29083 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0147.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0147.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7970656486263942, + "FN": 2596, + "FP": 2826, + "IoU": 0.6626011200995644, + "TN": 159162, + "TP": 10648, + "n_pred": 13474, + "n_ref": 13244 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.3750283974737607, + "FN": 13557, + "FP": 198, + "IoU": 0.23079073929090707, + "TN": 157350, + "TP": 4127, + "n_pred": 4325, + "n_ref": 17684 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 161, + "IoU": 0.0, + "TN": 175071, + "TP": 0, + "n_pred": 161, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9171117189874517, + "FN": 1732, + "FP": 177, + "IoU": 0.8469125902165197, + "TN": 162762, + "TP": 10561, + "n_pred": 10738, + "n_ref": 12293 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 476, + "IoU": 0.0, + "TN": 174756, + "TP": 0, + "n_pred": 476, + "n_ref": 0 + }, + "4": { + "Dice": 0.2037037037037037, + "FN": 86, + "FP": 0, + "IoU": 0.1134020618556701, + "TN": 175135, + "TP": 11, + "n_pred": 11, + "n_ref": 97 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.01429128231778615, + "FN": 7536, + "FP": 51, + "IoU": 0.007197068830149176, + "TN": 167590, + "TP": 55, + "n_pred": 106, + "n_ref": 7591 + }, + "8": { + "Dice": 0.0, + "FN": 59, + "FP": 0, + "IoU": 0.0, + "TN": 175173, + "TP": 0, + "n_pred": 0, + "n_ref": 59 + }, + "9": { + "Dice": 0.5937037535315485, + "FN": 304, + "FP": 5736, + "IoU": 0.42217545202334256, + "TN": 164779, + "TP": 4413, + "n_pred": 10149, + "n_ref": 4717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0185.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0185.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0190.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0190.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 310, + "IoU": 0.0, + "TN": 350154, + "TP": 0, + "n_pred": 310, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8714871487148715, + "FN": 8464, + "FP": 531, + "IoU": 0.772243885147111, + "TN": 310970, + "TP": 30499, + "n_pred": 31030, + "n_ref": 38963 + }, + "15": { + "Dice": 0.02169421487603306, + "FN": 0, + "FP": 1894, + "IoU": 0.010966057441253264, + "TN": 348549, + "TP": 21, + "n_pred": 1915, + "n_ref": 21 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 146, + "IoU": 0.0, + "TN": 350318, + "TP": 0, + "n_pred": 146, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 91, + "IoU": 0.0, + "TN": 350373, + "TP": 0, + "n_pred": 91, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0193.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0193.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.25, + "FN": 50, + "FP": 298, + "IoU": 0.14285714285714285, + "TN": 174826, + "TP": 58, + "n_pred": 356, + "n_ref": 108 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 18, + "IoU": 0.0, + "TN": 175214, + "TP": 0, + "n_pred": 18, + "n_ref": 0 + }, + "3": { + "Dice": 0.9563567362428842, + "FN": 53, + "FP": 85, + "IoU": 0.9163636363636364, + "TN": 173582, + "TP": 1512, + "n_pred": 1597, + "n_ref": 1565 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9692073372624329, + "FN": 402, + "FP": 63, + "IoU": 0.9402544006167287, + "TN": 167449, + "TP": 7318, + "n_pred": 7381, + "n_ref": 7720 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0197.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0197.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1664, + "IoU": 0.0, + "TN": 348800, + "TP": 0, + "n_pred": 1664, + "n_ref": 0 + }, + "10": { + "Dice": 0.7983591038182392, + "FN": 1226, + "FP": 1330, + "IoU": 0.664390756302521, + "TN": 342848, + "TP": 5060, + "n_pred": 6390, + "n_ref": 6286 + }, + "11": { + "Dice": 0.0, + "FN": 3282, + "FP": 0, + "IoU": 0.0, + "TN": 347182, + "TP": 0, + "n_pred": 0, + "n_ref": 3282 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8655490933971947, + "FN": 578, + "FP": 208, + "IoU": 0.7629674306393245, + "TN": 347148, + "TP": 2530, + "n_pred": 2738, + "n_ref": 3108 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.960463672117574, + "FN": 87, + "FP": 295, + "IoU": 0.9239346873755476, + "TN": 345442, + "TP": 4640, + "n_pred": 4935, + "n_ref": 4727 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9106487148102815, + "FN": 5490, + "FP": 1153, + "IoU": 0.8359550561797753, + "TN": 309969, + "TP": 33852, + "n_pred": 35005, + "n_ref": 39342 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.7727272727272727, + "FN": 39, + "FP": 1, + "IoU": 0.6296296296296297, + "TN": 350356, + "TP": 68, + "n_pred": 69, + "n_ref": 107 + }, + "9": { + "Dice": 0.796373473714996, + "FN": 866, + "FP": 4704, + "IoU": 0.6616450006074596, + "TN": 334002, + "TP": 10892, + "n_pred": 15596, + "n_ref": 11758 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0199.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0199.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 6418, + "IoU": 0.0, + "TN": 168814, + "TP": 0, + "n_pred": 6418, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 7052, + "FP": 0, + "IoU": 0.0, + "TN": 168180, + "TP": 0, + "n_pred": 0, + "n_ref": 7052 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 46, + "IoU": 0.0, + "TN": 175186, + "TP": 0, + "n_pred": 46, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.5333888703765411, + "FN": 28002, + "FP": 4, + "IoU": 0.36368800127235135, + "TN": 131219, + "TP": 16007, + "n_pred": 16011, + "n_ref": 44009 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0217.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0217.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 10951, + "IoU": 0.0, + "TN": 339513, + "TP": 0, + "n_pred": 10951, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2073, + "IoU": 0.0, + "TN": 348391, + "TP": 0, + "n_pred": 2073, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.20545966086229184, + "FN": 1145, + "FP": 19753, + "IoU": 0.11449152542372881, + "TN": 326864, + "TP": 2702, + "n_pred": 22455, + "n_ref": 3847 + }, + "7": { + "Dice": 0.0, + "FN": 5, + "FP": 0, + "IoU": 0.0, + "TN": 350459, + "TP": 0, + "n_pred": 0, + "n_ref": 5 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0224.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0224.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1346, + "IoU": 0.0, + "TN": 349118, + "TP": 0, + "n_pred": 1346, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1065, + "IoU": 0.0, + "TN": 349399, + "TP": 0, + "n_pred": 1065, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 508, + "IoU": 0.0, + "TN": 349956, + "TP": 0, + "n_pred": 508, + "n_ref": 0 + }, + "14": { + "Dice": 0.8240691867310894, + "FN": 11593, + "FP": 1406, + "IoU": 0.7007803328499413, + "TN": 307021, + "TP": 30444, + "n_pred": 31850, + "n_ref": 42037 + }, + "15": { + "Dice": 0.2213175007068137, + "FN": 8335, + "FP": 5436, + "IoU": 0.12442777212614446, + "TN": 334736, + "TP": 1957, + "n_pred": 7393, + "n_ref": 10292 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 154, + "IoU": 0.0, + "TN": 350310, + "TP": 0, + "n_pred": 154, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 7979, + "FP": 8, + "IoU": 0.0, + "TN": 342477, + "TP": 0, + "n_pred": 8, + "n_ref": 7979 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 31921, + "IoU": 0.0, + "TN": 318543, + "TP": 0, + "n_pred": 31921, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1949, + "IoU": 0.0, + "TN": 348515, + "TP": 0, + "n_pred": 1949, + "n_ref": 0 + }, + "8": { + "Dice": 0.15507910074937553, + "FN": 23091, + "FP": 1263, + "IoU": 0.08405731693557486, + "TN": 323875, + "TP": 2235, + "n_pred": 3498, + "n_ref": 25326 + }, + "9": { + "Dice": 0.0, + "FN": 13, + "FP": 8368, + "IoU": 0.0, + "TN": 342083, + "TP": 0, + "n_pred": 8368, + "n_ref": 13 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0245.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0245.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.835451244813278, + "FN": 557, + "FP": 1981, + "IoU": 0.7174034071929629, + "TN": 166251, + "TP": 6443, + "n_pred": 8424, + "n_ref": 7000 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.499031007751938, + "FN": 2035, + "FP": 33, + "IoU": 0.33247256294383476, + "TN": 172134, + "TP": 1030, + "n_pred": 1063, + "n_ref": 3065 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 175224, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "3": { + "Dice": 0.9633321093217228, + "FN": 526, + "FP": 872, + "IoU": 0.9292581722497723, + "TN": 155470, + "TP": 18364, + "n_pred": 19236, + "n_ref": 18890 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 354, + "IoU": 0.0, + "TN": 174878, + "TP": 0, + "n_pred": 354, + "n_ref": 0 + }, + "7": { + "Dice": 0.8859556494192186, + "FN": 3994, + "FP": 2918, + "IoU": 0.795260663507109, + "TN": 141472, + "TP": 26848, + "n_pred": 29766, + "n_ref": 30842 + }, + "8": { + "Dice": 0.9537708313718105, + "FN": 420, + "FP": 71, + "IoU": 0.9116270698344132, + "TN": 169676, + "TP": 5065, + "n_pred": 5136, + "n_ref": 5485 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0249.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0249.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8277703604806409, + "FN": 124, + "FP": 263, + "IoU": 0.7061503416856492, + "TN": 173915, + "TP": 930, + "n_pred": 1193, + "n_ref": 1054 + }, + "10": { + "Dice": 0.31580660914862446, + "FN": 4102, + "FP": 101, + "IoU": 0.18751208196404406, + "TN": 170059, + "TP": 970, + "n_pred": 1071, + "n_ref": 5072 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.30303030303030304, + "FN": 203, + "FP": 4, + "IoU": 0.17857142857142858, + "TN": 174980, + "TP": 45, + "n_pred": 49, + "n_ref": 248 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1567, + "IoU": 0.0, + "TN": 173665, + "TP": 0, + "n_pred": 1567, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 9787, + "IoU": 0.0, + "TN": 165445, + "TP": 0, + "n_pred": 9787, + "n_ref": 0 + }, + "3": { + "Dice": 0.6901271648660361, + "FN": 39975, + "FP": 1499, + "IoU": 0.5268657738027334, + "TN": 87574, + "TP": 46184, + "n_pred": 47683, + "n_ref": 86159 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.06325953054769436, + "FN": 5572, + "FP": 55, + "IoU": 0.03266288464844422, + "TN": 169415, + "TP": 190, + "n_pred": 245, + "n_ref": 5762 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0259.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0259.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0272.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0272.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 210, + "IoU": 0.0, + "TN": 350254, + "TP": 0, + "n_pred": 210, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 81, + "FP": 123, + "IoU": 0.0, + "TN": 350260, + "TP": 0, + "n_pred": 123, + "n_ref": 81 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.3345051985937617, + "FN": 8186, + "FP": 711, + "IoU": 0.20084433665678614, + "TN": 339331, + "TP": 2236, + "n_pred": 2947, + "n_ref": 10422 + }, + "14": { + "Dice": 0.8279729062934553, + "FN": 3413, + "FP": 422, + "IoU": 0.7064451928965095, + "TN": 337400, + "TP": 9229, + "n_pred": 9651, + "n_ref": 12642 + }, + "15": { + "Dice": 0.0765368949512172, + "FN": 19498, + "FP": 0, + "IoU": 0.03979119472077219, + "TN": 330158, + "TP": 808, + "n_pred": 808, + "n_ref": 20306 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8050889947355226, + "FN": 5007, + "FP": 1213, + "IoU": 0.6737648169516417, + "TN": 331398, + "TP": 12846, + "n_pred": 14059, + "n_ref": 17853 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9452362879874054, + "FN": 3333, + "FP": 563, + "IoU": 0.8961592792984888, + "TN": 312945, + "TP": 33623, + "n_pred": 34186, + "n_ref": 36956 + }, + "7": { + "Dice": 0.05818181818181818, + "FN": 2839, + "FP": 3377, + "IoU": 0.0299625468164794, + "TN": 344056, + "TP": 192, + "n_pred": 3569, + "n_ref": 3031 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0299.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0299.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 5958, + "IoU": 0.0, + "TN": 169274, + "TP": 0, + "n_pred": 5958, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 31131, + "IoU": 0.0, + "TN": 144101, + "TP": 0, + "n_pred": 31131, + "n_ref": 0 + }, + "3": { + "Dice": 0.0038740054236075933, + "FN": 33414, + "FP": 13, + "IoU": 0.0019407619730084796, + "TN": 141740, + "TP": 65, + "n_pred": 78, + "n_ref": 33479 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 2867, + "IoU": 0.0, + "TN": 172365, + "TP": 0, + "n_pred": 2867, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0307.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0307.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 16251, + "IoU": 0.0, + "TN": 158981, + "TP": 0, + "n_pred": 16251, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 14, + "IoU": 0.0, + "TN": 175218, + "TP": 0, + "n_pred": 14, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 18589, + "IoU": 0.0, + "TN": 156643, + "TP": 0, + "n_pred": 18589, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 52201, + "IoU": 0.0, + "TN": 123031, + "TP": 0, + "n_pred": 52201, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 14731, + "IoU": 0.0, + "TN": 160501, + "TP": 0, + "n_pred": 14731, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0349.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0349.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9742321920360658, + "FN": 1280, + "FP": 1555, + "IoU": 0.9497589849011129, + "TN": 294036, + "TP": 53593, + "n_pred": 55148, + "n_ref": 54873 + }, + "10": { + "Dice": 0.0, + "FN": 554, + "FP": 366, + "IoU": 0.0, + "TN": 349544, + "TP": 0, + "n_pred": 366, + "n_ref": 554 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1857, + "IoU": 0.0, + "TN": 348607, + "TP": 0, + "n_pred": 1857, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9689747718733226, + "FN": 823, + "FP": 333, + "IoU": 0.9398167430237401, + "TN": 331256, + "TP": 18052, + "n_pred": 18385, + "n_ref": 18875 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 5830, + "FP": 0, + "IoU": 0.0, + "TN": 344634, + "TP": 0, + "n_pred": 0, + "n_ref": 5830 + }, + "6": { + "Dice": 0.5808331147224102, + "FN": 5088, + "FP": 25271, + "IoU": 0.4092775280680248, + "TN": 299071, + "TP": 21034, + "n_pred": 46305, + "n_ref": 26122 + }, + "7": { + "Dice": 0.8092842624030524, + "FN": 15216, + "FP": 1579, + "IoU": 0.6796620191115604, + "TN": 298035, + "TP": 35634, + "n_pred": 37213, + "n_ref": 50850 + }, + "8": { + "Dice": 0.9299871141927962, + "FN": 384, + "FP": 757, + "IoU": 0.8691363688496387, + "TN": 341745, + "TP": 7578, + "n_pred": 8335, + "n_ref": 7962 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0367.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0367.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.7325688678001845, + "FN": 2504, + "FP": 1554, + "IoU": 0.5779950083194676, + "TN": 340848, + "TP": 5558, + "n_pred": 7112, + "n_ref": 8062 + }, + "15": { + "Dice": 0.5414623435555881, + "FN": 23799, + "FP": 1261, + "IoU": 0.37123645122440785, + "TN": 310608, + "TP": 14796, + "n_pred": 16057, + "n_ref": 38595 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 5166, + "IoU": 0.0, + "TN": 345298, + "TP": 0, + "n_pred": 5166, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1548, + "IoU": 0.0, + "TN": 348916, + "TP": 0, + "n_pred": 1548, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0374.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0374.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0379.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0379.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0383.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0383.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7382920110192838, + "FN": 84, + "FP": 106, + "IoU": 0.5851528384279476, + "TN": 174774, + "TP": 268, + "n_pred": 374, + "n_ref": 352 + }, + "10": { + "Dice": 0.754278482469008, + "FN": 3920, + "FP": 4623, + "IoU": 0.6054952666820596, + "TN": 153577, + "TP": 13112, + "n_pred": 17735, + "n_ref": 17032 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.24659123875834058, + "FN": 2596, + "FP": 1, + "IoU": 0.14063534083388485, + "TN": 172210, + "TP": 425, + "n_pred": 426, + "n_ref": 3021 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.96049766718507, + "FN": 277, + "FP": 104, + "IoU": 0.9239976062238181, + "TN": 170219, + "TP": 4632, + "n_pred": 4736, + "n_ref": 4909 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 91, + "IoU": 0.0, + "TN": 175141, + "TP": 0, + "n_pred": 91, + "n_ref": 0 + }, + "7": { + "Dice": 0.9508371655783937, + "FN": 1543, + "FP": 392, + "IoU": 0.9062817842785877, + "TN": 154585, + "TP": 18712, + "n_pred": 19104, + "n_ref": 20255 + }, + "8": { + "Dice": 0.8963378709417347, + "FN": 1959, + "FP": 1384, + "IoU": 0.8121487974825804, + "TN": 157436, + "TP": 14453, + "n_pred": 15837, + "n_ref": 16412 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 175227, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0401.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0401.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9415310742572319, + "FN": 2317, + "FP": 2164, + "IoU": 0.8895216962524655, + "TN": 134672, + "TP": 36079, + "n_pred": 38243, + "n_ref": 38396 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 37, + "IoU": 0.0, + "TN": 175195, + "TP": 0, + "n_pred": 37, + "n_ref": 0 + }, + "9": { + "Dice": 0.8260648157578474, + "FN": 4040, + "FP": 4499, + "IoU": 0.7036715713492504, + "TN": 146416, + "TP": 20277, + "n_pred": 24776, + "n_ref": 24317 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0402.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0402.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.2879523039355596, + "FN": 21671, + "FP": 782, + "IoU": 0.1681917534175527, + "TN": 148239, + "TP": 4540, + "n_pred": 5322, + "n_ref": 26211 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 38, + "IoU": 0.0, + "TN": 175194, + "TP": 0, + "n_pred": 38, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 6662, + "IoU": 0.0, + "TN": 168570, + "TP": 0, + "n_pred": 6662, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7960908327526754, + "FN": 399, + "FP": 11014, + "IoU": 0.6612548973049982, + "TN": 141540, + "TP": 22279, + "n_pred": 33293, + "n_ref": 22678 + }, + "7": { + "Dice": 0.0, + "FN": 22331, + "FP": 3806, + "IoU": 0.0, + "TN": 149095, + "TP": 0, + "n_pred": 3806, + "n_ref": 22331 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0410.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0410.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": 0.35896091816317616, + "FN": 1561.0800000000004, + "FP": 868.491111111111, + "IoU": 0.2971886688622981, + "TN": 244802.9111111111, + "TP": 3933.3844444444453, + "n_pred": 4801.875555555555, + "n_ref": 5494.464444444445 + }, + "mean": { + "1": { + "Dice": 0.49253738890317306, + "FN": 1196.7333333333333, + "FP": 119.9, + "IoU": 0.42175389430206844, + "TN": 245870.33333333334, + "TP": 3978.9, + "n_pred": 4098.8, + "n_ref": 5175.633333333333 + }, + "10": { + "Dice": 0.21764616390784697, + "FN": 1610.0666666666666, + "FP": 1745.1666666666667, + "IoU": 0.15991019369942164, + "TN": 246235.66666666666, + "TP": 1574.9666666666667, + "n_pred": 3320.133333333333, + "n_ref": 3185.0333333333333 + }, + "11": { + "Dice": 0.0, + "FN": 392.73333333333335, + "FP": 0.0, + "IoU": 0.0, + "TN": 250773.13333333333, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 392.73333333333335 + }, + "12": { + "Dice": 0.0, + "FN": 303.7, + "FP": 0.0, + "IoU": 0.0, + "TN": 250862.16666666666, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 303.7 + }, + "13": { + "Dice": 0.2827835136556766, + "FN": 1735.7333333333333, + "FP": 869.3333333333334, + "IoU": 0.21465900099753255, + "TN": 247469.7, + "TP": 1091.1, + "n_pred": 1960.4333333333334, + "n_ref": 2826.8333333333335 + }, + "14": { + "Dice": 0.834328089299362, + "FN": 599.9333333333333, + "FP": 1066.0666666666666, + "IoU": 0.718985421857276, + "TN": 245664.53333333333, + "TP": 3835.3333333333335, + "n_pred": 4901.4, + "n_ref": 4435.266666666666 + }, + "15": { + "Dice": 0.3952177349077708, + "FN": 1156.6333333333334, + "FP": 284.5, + "IoU": 0.26733028959131494, + "TN": 248767.3, + "TP": 957.4333333333333, + "n_pred": 1241.9333333333334, + "n_ref": 2114.0666666666666 + }, + "2": { + "Dice": 0.4078264988163116, + "FN": 1191.5, + "FP": 632.3333333333334, + "IoU": 0.33380575005553975, + "TN": 247464.06666666668, + "TP": 1877.9666666666667, + "n_pred": 2510.3, + "n_ref": 3069.4666666666667 + }, + "3": { + "Dice": 0.310589860978697, + "FN": 625.6666666666666, + "FP": 1739.8333333333333, + "IoU": 0.27791019664019884, + "TN": 245636.63333333333, + "TP": 3163.733333333333, + "n_pred": 4903.566666666667, + "n_ref": 3789.4 + }, + "4": { + "Dice": 0.2891746372419919, + "FN": 181.83333333333334, + "FP": 181.7, + "IoU": 0.2555438529595369, + "TN": 250343.7, + "TP": 458.6333333333333, + "n_pred": 640.3333333333334, + "n_ref": 640.4666666666667 + }, + "5": { + "Dice": 0.0, + "FN": 656.9666666666667, + "FP": 0.0, + "IoU": 0.0, + "TN": 250508.9, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 656.9666666666667 + }, + "6": { + "Dice": 0.601838494660205, + "FN": 3858.233333333333, + "FP": 2399.3, + "IoU": 0.5416046488744679, + "TN": 218261.83333333334, + "TP": 26646.5, + "n_pred": 29045.8, + "n_ref": 30504.733333333334 + }, + "7": { + "Dice": 0.41453286005322354, + "FN": 5269.666666666667, + "FP": 2330.4333333333334, + "IoU": 0.32870639989373784, + "TN": 236560.1, + "TP": 7005.666666666667, + "n_pred": 9336.1, + "n_ref": 12275.333333333334 + }, + "8": { + "Dice": 0.7004859052790408, + "FN": 1373.6333333333334, + "FP": 955.9, + "IoU": 0.6212000157269663, + "TN": 243395.33333333334, + "TP": 5441.0, + "n_pred": 6396.9, + "n_ref": 6814.633333333333 + }, + "9": { + "Dice": 0.43745262474434315, + "FN": 3263.1666666666665, + "FP": 702.9, + "IoU": 0.3164203683364107, + "TN": 244230.26666666666, + "TP": 2969.5333333333333, + "n_pred": 3672.4333333333334, + "n_ref": 6232.7 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.08823529411764706, + "FN": 7619, + "FP": 3603, + "IoU": 0.046153846153846156, + "TN": 163467, + "TP": 543, + "n_pred": 4146, + "n_ref": 8162 + }, + "11": { + "Dice": 0.0, + "FN": 1408, + "FP": 0, + "IoU": 0.0, + "TN": 173824, + "TP": 0, + "n_pred": 0, + "n_ref": 1408 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.2076804237475171, + "FN": 7108, + "FP": 72, + "IoU": 0.11587242950375569, + "TN": 167111, + "TP": 941, + "n_pred": 1013, + "n_ref": 8049 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8016064257028113, + "FN": 1582, + "FP": 147, + "IoU": 0.6689008042895442, + "TN": 170010, + "TP": 3493, + "n_pred": 3640, + "n_ref": 5075 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 940, + "IoU": 0.0, + "TN": 174292, + "TP": 0, + "n_pred": 940, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 497, + "FP": 150, + "IoU": 0.0, + "TN": 174585, + "TP": 0, + "n_pred": 150, + "n_ref": 497 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8208601498354505, + "FN": 12482, + "FP": 3467, + "IoU": 0.6961516479329396, + "TN": 122742, + "TP": 36541, + "n_pred": 40008, + "n_ref": 49023 + }, + "7": { + "Dice": 0.025743181121667177, + "FN": 0, + "FP": 6358, + "IoU": 0.013039428748835765, + "TN": 168790, + "TP": 84, + "n_pred": 6442, + "n_ref": 84 + }, + "8": { + "Dice": 0.0048177083333333336, + "FN": 65, + "FP": 15221, + "IoU": 0.0024146707563792993, + "TN": 159909, + "TP": 37, + "n_pred": 15258, + "n_ref": 102 + }, + "9": { + "Dice": 0.4439864809166598, + "FN": 19684, + "FP": 551, + "IoU": 0.28533587624496715, + "TN": 146918, + "TP": 8079, + "n_pred": 8630, + "n_ref": 27763 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0004.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0004.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 26, + "IoU": 0.0, + "TN": 175206, + "TP": 0, + "n_pred": 26, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8502857142857143, + "FN": 610, + "FP": 45, + "IoU": 0.7395626242544732, + "TN": 172717, + "TP": 1860, + "n_pred": 1905, + "n_ref": 2470 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 178, + "IoU": 0.0, + "TN": 175054, + "TP": 0, + "n_pred": 178, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 2094, + "IoU": 0.0, + "TN": 173138, + "TP": 0, + "n_pred": 2094, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 175228, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 103, + "IoU": 0.0, + "TN": 175129, + "TP": 0, + "n_pred": 103, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0015.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0015.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8976385187907746, + "FN": 2137, + "FP": 91, + "IoU": 0.8142869050595982, + "TN": 163235, + "TP": 9769, + "n_pred": 9860, + "n_ref": 11906 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0042.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0042.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.002331002331002331, + "FN": 575, + "FP": 1137, + "IoU": 0.0011668611435239206, + "TN": 348750, + "TP": 2, + "n_pred": 1139, + "n_ref": 577 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.26665223743303934, + "FN": 12525, + "FP": 1028, + "IoU": 0.15383654866704127, + "TN": 334447, + "TP": 2464, + "n_pred": 3492, + "n_ref": 14989 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 175, + "IoU": 0.0, + "TN": 350289, + "TP": 0, + "n_pred": 175, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9081599357445848, + "FN": 314, + "FP": 3345, + "IoU": 0.8317701149425287, + "TN": 328714, + "TP": 18091, + "n_pred": 21436, + "n_ref": 18405 + }, + "9": { + "Dice": 0.4754303599374022, + "FN": 862, + "FP": 2490, + "IoU": 0.31184561691644425, + "TN": 345593, + "TP": 1519, + "n_pred": 4009, + "n_ref": 2381 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0075.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0075.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.020378690629011553, + "FN": 9803, + "FP": 2407, + "IoU": 0.0102942368485045, + "TN": 338127, + "TP": 127, + "n_pred": 2534, + "n_ref": 9930 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5747507356512299, + "FN": 6373, + "FP": 8512, + "IoU": 0.40326330981398334, + "TN": 325520, + "TP": 10059, + "n_pred": 18571, + "n_ref": 16432 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8508729388942774, + "FN": 673, + "FP": 557, + "IoU": 0.7404515720616164, + "TN": 345725, + "TP": 3509, + "n_pred": 4066, + "n_ref": 4182 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.949651337057359, + "FN": 2669, + "FP": 1396, + "IoU": 0.9041296195844437, + "TN": 308063, + "TP": 38336, + "n_pred": 39732, + "n_ref": 41005 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 3532, + "IoU": 0.0, + "TN": 346932, + "TP": 0, + "n_pred": 3532, + "n_ref": 0 + }, + "8": { + "Dice": 0.46772096144972525, + "FN": 5323, + "FP": 7366, + "IoU": 0.30524529128339906, + "TN": 332200, + "TP": 5575, + "n_pred": 12941, + "n_ref": 10898 + }, + "9": { + "Dice": 0.5534707033498331, + "FN": 7384, + "FP": 4253, + "IoU": 0.3826197676269298, + "TN": 331615, + "TP": 7212, + "n_pred": 11465, + "n_ref": 14596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0098.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0098.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 5612, + "FP": 0, + "IoU": 0.0, + "TN": 344852, + "TP": 0, + "n_pred": 0, + "n_ref": 5612 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 922, + "IoU": 0.0, + "TN": 349542, + "TP": 0, + "n_pred": 922, + "n_ref": 0 + }, + "7": { + "Dice": 0.7252747252747253, + "FN": 0, + "FP": 100, + "IoU": 0.5689655172413793, + "TN": 350232, + "TP": 132, + "n_pred": 232, + "n_ref": 132 + }, + "8": { + "Dice": 0.9331854141077961, + "FN": 4930, + "FP": 129, + "IoU": 0.8747400217886501, + "TN": 310076, + "TP": 35329, + "n_pred": 35458, + "n_ref": 40259 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0104.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0104.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9805449858843747, + "FN": 313, + "FP": 321, + "IoU": 0.961832520618867, + "TN": 158621, + "TP": 15977, + "n_pred": 16298, + "n_ref": 16290 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0119.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0119.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5273311897106109, + "FN": 147, + "FP": 0, + "IoU": 0.35807860262008734, + "TN": 350235, + "TP": 82, + "n_pred": 82, + "n_ref": 229 + }, + "10": { + "Dice": 0.805303597681063, + "FN": 4677, + "FP": 2342, + "IoU": 0.6740654748084514, + "TN": 328929, + "TP": 14516, + "n_pred": 16858, + "n_ref": 19193 + }, + "11": { + "Dice": 0.0, + "FN": 58, + "FP": 0, + "IoU": 0.0, + "TN": 350406, + "TP": 0, + "n_pred": 0, + "n_ref": 58 + }, + "12": { + "Dice": 0.0, + "FN": 116, + "FP": 0, + "IoU": 0.0, + "TN": 350348, + "TP": 0, + "n_pred": 0, + "n_ref": 116 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 80, + "IoU": 0.0, + "TN": 350384, + "TP": 0, + "n_pred": 80, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.8901274994774612, + "FN": 2942, + "FP": 212, + "IoU": 0.8020087884494664, + "TN": 334534, + "TP": 12776, + "n_pred": 12988, + "n_ref": 15718 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 4750, + "FP": 0, + "IoU": 0.0, + "TN": 345714, + "TP": 0, + "n_pred": 0, + "n_ref": 4750 + }, + "6": { + "Dice": 0.8921123783161939, + "FN": 1282, + "FP": 17193, + "IoU": 0.8052372468611307, + "TN": 255605, + "TP": 76384, + "n_pred": 93577, + "n_ref": 77666 + }, + "7": { + "Dice": 0.8565971405240066, + "FN": 8975, + "FP": 1386, + "IoU": 0.7491647702512952, + "TN": 309158, + "TP": 30945, + "n_pred": 32331, + "n_ref": 39920 + }, + "8": { + "Dice": 0.8774718445139177, + "FN": 3052, + "FP": 201, + "IoU": 0.7816925038588014, + "TN": 335563, + "TP": 11648, + "n_pred": 11849, + "n_ref": 14700 + }, + "9": { + "Dice": 0.3214098188500919, + "FN": 20500, + "FP": 178, + "IoU": 0.19147605083088953, + "TN": 324889, + "TP": 4897, + "n_pred": 5075, + "n_ref": 25397 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0131.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0131.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4793062672447773, + "FN": 1271, + "FP": 50, + "IoU": 0.31518921721099014, + "TN": 348535, + "TP": 608, + "n_pred": 658, + "n_ref": 1879 + }, + "10": { + "Dice": 0.0, + "FN": 144, + "FP": 17315, + "IoU": 0.0, + "TN": 333005, + "TP": 0, + "n_pred": 17315, + "n_ref": 144 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 562, + "IoU": 0.0, + "TN": 349902, + "TP": 0, + "n_pred": 562, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 23, + "IoU": 0.0, + "TN": 350441, + "TP": 0, + "n_pred": 23, + "n_ref": 0 + }, + "3": { + "Dice": 0.8903732386791439, + "FN": 3331, + "FP": 6861, + "IoU": 0.8024078633605397, + "TN": 298883, + "TP": 41389, + "n_pred": 48250, + "n_ref": 44720 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 5225, + "FP": 0, + "IoU": 0.0, + "TN": 345239, + "TP": 0, + "n_pred": 0, + "n_ref": 5225 + }, + "6": { + "Dice": 0.8733692879527731, + "FN": 4681, + "FP": 2269, + "IoU": 0.7752045800045283, + "TN": 319547, + "TP": 23967, + "n_pred": 26236, + "n_ref": 28648 + }, + "7": { + "Dice": 0.42751725779576294, + "FN": 2114, + "FP": 291, + "IoU": 0.27187405389040264, + "TN": 347161, + "TP": 898, + "n_pred": 1189, + "n_ref": 3012 + }, + "8": { + "Dice": 0.6530401332031923, + "FN": 11861, + "FP": 225, + "IoU": 0.48482523444160275, + "TN": 327004, + "TP": 11374, + "n_pred": 11599, + "n_ref": 23235 + }, + "9": { + "Dice": 0.7054372544965888, + "FN": 5772, + "FP": 8476, + "IoU": 0.5449231850266697, + "TN": 319155, + "TP": 17061, + "n_pred": 25537, + "n_ref": 22833 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0138.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0138.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.009047365620010643, + "FN": 3680, + "FP": 44, + "IoU": 0.0045442395081529, + "TN": 346723, + "TP": 17, + "n_pred": 61, + "n_ref": 3697 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 67, + "IoU": 0.0, + "TN": 350397, + "TP": 0, + "n_pred": 67, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 8, + "FP": 0, + "IoU": 0.0, + "TN": 350456, + "TP": 0, + "n_pred": 0, + "n_ref": 8 + }, + "6": { + "Dice": 0.2813091260416247, + "FN": 49748, + "FP": 3811, + "IoU": 0.1636763948095751, + "TN": 286423, + "TP": 10482, + "n_pred": 14293, + "n_ref": 60230 + }, + "7": { + "Dice": 0.48751974149980937, + "FN": 28946, + "FP": 27516, + "IoU": 0.3223313089608488, + "TN": 267146, + "TP": 26856, + "n_pred": 54372, + "n_ref": 55802 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0153.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0153.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9437275985663083, + "FN": 2274, + "FP": 238, + "IoU": 0.8934509670851714, + "TN": 151656, + "TP": 21064, + "n_pred": 21302, + "n_ref": 23338 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 2182, + "IoU": 0.0, + "TN": 173050, + "TP": 0, + "n_pred": 2182, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 778, + "IoU": 0.0, + "TN": 174454, + "TP": 0, + "n_pred": 778, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 5793, + "IoU": 0.0, + "TN": 169439, + "TP": 0, + "n_pred": 5793, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 13075, + "IoU": 0.0, + "TN": 162157, + "TP": 0, + "n_pred": 13075, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7068789250766759, + "FN": 1757, + "FP": 250, + "IoU": 0.5466455839168737, + "TN": 170805, + "TP": 2420, + "n_pred": 2670, + "n_ref": 4177 + }, + "7": { + "Dice": 0.7634172854063416, + "FN": 22620, + "FP": 3062, + "IoU": 0.617360469620668, + "TN": 108114, + "TP": 41436, + "n_pred": 44498, + "n_ref": 64056 + }, + "8": { + "Dice": 0.8779320248922929, + "FN": 127, + "FP": 128, + "IoU": 0.7824232081911263, + "TN": 174060, + "TP": 917, + "n_pred": 1045, + "n_ref": 1044 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0158.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0158.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.5549389567147613, + "FN": 713, + "FP": 1292, + "IoU": 0.38402457757296465, + "TN": 347209, + "TP": 1250, + "n_pred": 2542, + "n_ref": 1963 + }, + "11": { + "Dice": 0.0, + "FN": 2752, + "FP": 0, + "IoU": 0.0, + "TN": 347712, + "TP": 0, + "n_pred": 0, + "n_ref": 2752 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.30833558133261396, + "FN": 15076, + "FP": 308, + "IoU": 0.18226758092808165, + "TN": 331651, + "TP": 3429, + "n_pred": 3737, + "n_ref": 18505 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.6417188205690689, + "FN": 11010, + "FP": 96, + "IoU": 0.47244917347520426, + "TN": 329412, + "TP": 9946, + "n_pred": 10042, + "n_ref": 20956 + }, + "3": { + "Dice": 0.0006368750663411527, + "FN": 0, + "FP": 9415, + "IoU": 0.0003185389679337439, + "TN": 341046, + "TP": 3, + "n_pred": 9418, + "n_ref": 3 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9544400991560993, + "FN": 1867, + "FP": 3224, + "IoU": 0.9128507112655563, + "TN": 292047, + "TP": 53326, + "n_pred": 56550, + "n_ref": 55193 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 452, + "IoU": 0.0, + "TN": 350012, + "TP": 0, + "n_pred": 452, + "n_ref": 0 + }, + "8": { + "Dice": 0.9531771470112018, + "FN": 1253, + "FP": 164, + "IoU": 0.9105429292929293, + "TN": 334624, + "TP": 14423, + "n_pred": 14587, + "n_ref": 15676 + }, + "9": { + "Dice": 0.754301268553233, + "FN": 9365, + "FP": 203, + "IoU": 0.6055246340960627, + "TN": 326209, + "TP": 14687, + "n_pred": 14890, + "n_ref": 24052 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0170.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0170.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8964987071074149, + "FN": 1187, + "FP": 294, + "IoU": 0.8124129195693477, + "TN": 167337, + "TP": 6414, + "n_pred": 6708, + "n_ref": 7601 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9931719009280314, + "FN": 364, + "FP": 1858, + "IoU": 0.9864364153557846, + "TN": 11411, + "TP": 161599, + "n_pred": 163457, + "n_ref": 161963 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 143, + "IoU": 0.0, + "TN": 175089, + "TP": 0, + "n_pred": 143, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0179.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0179.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0180.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0180.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0195.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0195.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.808970319574254, + "FN": 14163, + "FP": 267, + "IoU": 0.6792192779654989, + "TN": 130248, + "TP": 30554, + "n_pred": 30821, + "n_ref": 44717 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 9651, + "IoU": 0.0, + "TN": 165581, + "TP": 0, + "n_pred": 9651, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7355808630287959, + "FN": 18511, + "FP": 203, + "IoU": 0.5817539781870195, + "TN": 130488, + "TP": 26030, + "n_pred": 26233, + "n_ref": 44541 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0235.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0235.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.7970898875638377, + "FN": 7143, + "FP": 22616, + "IoU": 0.6626346219249518, + "TN": 87022, + "TP": 58451, + "n_pred": 81067, + "n_ref": 65594 + }, + "15": { + "Dice": 0.24489795918367346, + "FN": 83, + "FP": 731, + "IoU": 0.13953488372093023, + "TN": 174286, + "TP": 132, + "n_pred": 863, + "n_ref": 215 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0242.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0242.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8347562582345192, + "FN": 12144, + "FP": 398, + "IoU": 0.7163790959046606, + "TN": 131011, + "TP": 31679, + "n_pred": 32077, + "n_ref": 43823 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.8821573927361979, + "FN": 3652, + "FP": 141, + "IoU": 0.7891606448026681, + "TN": 157242, + "TP": 14197, + "n_pred": 14338, + "n_ref": 17849 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0264.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0264.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 4, + "FP": 0, + "IoU": 0.0, + "TN": 175228, + "TP": 0, + "n_pred": 0, + "n_ref": 4 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8552000891762346, + "FN": 677, + "FP": 622, + "IoU": 0.7470301850048685, + "TN": 170097, + "TP": 3836, + "n_pred": 4458, + "n_ref": 4513 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.971114309692483, + "FN": 1223, + "FP": 4938, + "IoU": 0.9438505354294828, + "TN": 65507, + "TP": 103564, + "n_pred": 108502, + "n_ref": 104787 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0274.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0274.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 119, + "IoU": 0.0, + "TN": 350345, + "TP": 0, + "n_pred": 119, + "n_ref": 0 + }, + "10": { + "Dice": 0.13697575990765679, + "FN": 1119, + "FP": 1124, + "IoU": 0.0735233374638579, + "TN": 348043, + "TP": 178, + "n_pred": 1302, + "n_ref": 1297 + }, + "11": { + "Dice": 0.0, + "FN": 3603, + "FP": 0, + "IoU": 0.0, + "TN": 346861, + "TP": 0, + "n_pred": 0, + "n_ref": 3603 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9168162776780371, + "FN": 418, + "FP": 138, + "IoU": 0.8464088397790055, + "TN": 346844, + "TP": 3064, + "n_pred": 3202, + "n_ref": 3482 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9639696586599241, + "FN": 309, + "FP": 261, + "IoU": 0.9304453935326419, + "TN": 342269, + "TP": 7625, + "n_pred": 7886, + "n_ref": 7934 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 20, + "IoU": 0.0, + "TN": 350444, + "TP": 0, + "n_pred": 20, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9474765085596016, + "FN": 5262, + "FP": 4559, + "IoU": 0.9001951179854067, + "TN": 252062, + "TP": 88581, + "n_pred": 93140, + "n_ref": 93843 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 150, + "IoU": 0.0, + "TN": 350314, + "TP": 0, + "n_pred": 150, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.672802551334415, + "FN": 11538, + "FP": 158, + "IoU": 0.5069347835251465, + "TN": 326743, + "TP": 12025, + "n_pred": 12183, + "n_ref": 23563 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0282.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0282.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 3061, + "IoU": 0.0, + "TN": 172171, + "TP": 0, + "n_pred": 3061, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 175229, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 3797, + "IoU": 0.0, + "TN": 171435, + "TP": 0, + "n_pred": 3797, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.783935037858005, + "FN": 26, + "FP": 1943, + "IoU": 0.6446489803284605, + "TN": 169691, + "TP": 3572, + "n_pred": 5515, + "n_ref": 3598 + }, + "7": { + "Dice": 0.4651574778240348, + "FN": 42253, + "FP": 14, + "IoU": 0.30306527940376277, + "TN": 114585, + "TP": 18380, + "n_pred": 18394, + "n_ref": 60633 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0294.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0294.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9642206179944601, + "FN": 2226, + "FP": 267, + "IoU": 0.93091312179576, + "TN": 314379, + "TP": 33592, + "n_pred": 33859, + "n_ref": 35818 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 350462, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 3435, + "IoU": 0.0, + "TN": 347029, + "TP": 0, + "n_pred": 3435, + "n_ref": 0 + }, + "3": { + "Dice": 0.8196467040068935, + "FN": 4026, + "FP": 160, + "IoU": 0.6944079427653672, + "TN": 336766, + "TP": 9512, + "n_pred": 9672, + "n_ref": 13538 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 13, + "IoU": 0.0, + "TN": 350451, + "TP": 0, + "n_pred": 13, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0297.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0297.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0302.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0302.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 417, + "IoU": 0.0, + "TN": 174815, + "TP": 0, + "n_pred": 417, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 4239, + "IoU": 0.0, + "TN": 170993, + "TP": 0, + "n_pred": 4239, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 3576, + "FP": 0, + "IoU": 0.0, + "TN": 171656, + "TP": 0, + "n_pred": 0, + "n_ref": 3576 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6102325581395349, + "FN": 2234, + "FP": 699, + "IoU": 0.4390896921017403, + "TN": 170003, + "TP": 2296, + "n_pred": 2995, + "n_ref": 4530 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.4488750432675666, + "FN": 7945, + "FP": 16, + "IoU": 0.2893867714005177, + "TN": 164029, + "TP": 3242, + "n_pred": 3258, + "n_ref": 11187 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 7203, + "IoU": 0.0, + "TN": 168029, + "TP": 0, + "n_pred": 7203, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 346, + "FP": 0, + "IoU": 0.0, + "TN": 174886, + "TP": 0, + "n_pred": 0, + "n_ref": 346 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.89440329218107, + "FN": 8725, + "FP": 6671, + "IoU": 0.80897789027023, + "TN": 94634, + "TP": 65202, + "n_pred": 71873, + "n_ref": 73927 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 939, + "IoU": 0.0, + "TN": 174293, + "TP": 0, + "n_pred": 939, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.41237016936464865, + "FN": 12424, + "FP": 136, + "IoU": 0.25973949431248894, + "TN": 158265, + "TP": 4407, + "n_pred": 4543, + "n_ref": 16831 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0348.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0348.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7972976504717351, + "FN": 14142, + "FP": 1370, + "IoU": 0.6629218366326952, + "TN": 304445, + "TP": 30507, + "n_pred": 31877, + "n_ref": 44649 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 350462, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.7739893950624323, + "FN": 2111, + "FP": 5817, + "IoU": 0.6313072594521695, + "TN": 328961, + "TP": 13575, + "n_pred": 19392, + "n_ref": 15686 + }, + "15": { + "Dice": 0.26621494754887953, + "FN": 13228, + "FP": 4749, + "IoU": 0.15354553159431208, + "TN": 329226, + "TP": 3261, + "n_pred": 8010, + "n_ref": 16489 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1384, + "IoU": 0.0, + "TN": 349080, + "TP": 0, + "n_pred": 1384, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 9427, + "IoU": 0.0, + "TN": 341037, + "TP": 0, + "n_pred": 9427, + "n_ref": 0 + }, + "7": { + "Dice": 0.8094270621698496, + "FN": 1500, + "FP": 376, + "IoU": 0.6798634812286689, + "TN": 344604, + "TP": 3984, + "n_pred": 4360, + "n_ref": 5484 + }, + "8": { + "Dice": 0.4386400116737195, + "FN": 3810, + "FP": 37, + "IoU": 0.2809345794392523, + "TN": 345114, + "TP": 1503, + "n_pred": 1540, + "n_ref": 5313 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 155, + "IoU": 0.0, + "TN": 350309, + "TP": 0, + "n_pred": 155, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0351.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0351.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8685945557804035, + "FN": 6607, + "FP": 3458, + "IoU": 0.767712900992384, + "TN": 307134, + "TP": 33265, + "n_pred": 36723, + "n_ref": 39872 + }, + "15": { + "Dice": 0.6745402979907593, + "FN": 21388, + "FP": 3055, + "IoU": 0.5089104534587026, + "TN": 300691, + "TP": 25330, + "n_pred": 28385, + "n_ref": 46718 + }, + "2": { + "Dice": 0.078205865439908, + "FN": 184, + "FP": 7831, + "IoU": 0.040694195092758824, + "TN": 342109, + "TP": 340, + "n_pred": 8171, + "n_ref": 524 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 986, + "IoU": 0.0, + "TN": 349478, + "TP": 0, + "n_pred": 986, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 350459, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0358.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0358.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.5927308663665313, + "FN": 610, + "FP": 3099, + "IoU": 0.42119225967540574, + "TN": 344056, + "TP": 2699, + "n_pred": 5798, + "n_ref": 3309 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1679, + "IoU": 0.0, + "TN": 348785, + "TP": 0, + "n_pred": 1679, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 30, + "IoU": 0.0, + "TN": 350434, + "TP": 0, + "n_pred": 30, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9733449607574436, + "FN": 1406, + "FP": 3943, + "IoU": 0.9480740107948589, + "TN": 247452, + "TP": 97663, + "n_pred": 101606, + "n_ref": 99069 + }, + "7": { + "Dice": 0.9013879696865184, + "FN": 10144, + "FP": 435, + "IoU": 0.8204788813657112, + "TN": 291535, + "TP": 48350, + "n_pred": 48785, + "n_ref": 58494 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.6021353983339199, + "FN": 3221, + "FP": 170, + "IoU": 0.4307537351015612, + "TN": 344507, + "TP": 2566, + "n_pred": 2736, + "n_ref": 5787 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0361.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0361.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6989142299075085, + "FN": 1684, + "FP": 3557, + "IoU": 0.5371776757329566, + "TN": 163908, + "TP": 6083, + "n_pred": 9640, + "n_ref": 7767 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 5709, + "FP": 0, + "IoU": 0.0, + "TN": 169523, + "TP": 0, + "n_pred": 0, + "n_ref": 5709 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9377883056975439, + "FN": 479, + "FP": 20, + "IoU": 0.8828638497652582, + "TN": 170972, + "TP": 3761, + "n_pred": 3781, + "n_ref": 4240 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 175231, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 3203, + "FP": 4337, + "IoU": 0.0, + "TN": 167692, + "TP": 0, + "n_pred": 4337, + "n_ref": 3203 + }, + "7": { + "Dice": 0.747538304392237, + "FN": 6025, + "FP": 154, + "IoU": 0.5968552228094213, + "TN": 159905, + "TP": 9148, + "n_pred": 9302, + "n_ref": 15173 + }, + "8": { + "Dice": 0.8705307663889003, + "FN": 5834, + "FP": 474, + "IoU": 0.7707432309649282, + "TN": 147717, + "TP": 21207, + "n_pred": 21681, + "n_ref": 27041 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0362.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0362.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8622243300924828, + "FN": 12, + "FP": 569, + "IoU": 0.7578157565652355, + "TN": 172833, + "TP": 1818, + "n_pred": 2387, + "n_ref": 1830 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 78, + "IoU": 0.0, + "TN": 175154, + "TP": 0, + "n_pred": 78, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 864, + "IoU": 0.0, + "TN": 174368, + "TP": 0, + "n_pred": 864, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1939, + "IoU": 0.0, + "TN": 173293, + "TP": 0, + "n_pred": 1939, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 4114, + "FP": 0, + "IoU": 0.0, + "TN": 171118, + "TP": 0, + "n_pred": 0, + "n_ref": 4114 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 133, + "IoU": 0.0, + "TN": 175099, + "TP": 0, + "n_pred": 133, + "n_ref": 0 + }, + "7": { + "Dice": 0.8251937820322758, + "FN": 3634, + "FP": 493, + "IoU": 0.7024084222670897, + "TN": 161364, + "TP": 9741, + "n_pred": 10234, + "n_ref": 13375 + }, + "8": { + "Dice": 0.8890048453224003, + "FN": 4085, + "FP": 382, + "IoU": 0.8001878690284487, + "TN": 152876, + "TP": 17889, + "n_pred": 18271, + "n_ref": 21974 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0371.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0371.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 6, + "FP": 125, + "IoU": 0.0, + "TN": 350333, + "TP": 0, + "n_pred": 125, + "n_ref": 6 + }, + "10": { + "Dice": 0.5825302248703697, + "FN": 21358, + "FP": 9961, + "IoU": 0.41096482979123566, + "TN": 297294, + "TP": 21851, + "n_pred": 31812, + "n_ref": 43209 + }, + "11": { + "Dice": 0.0, + "FN": 385, + "FP": 0, + "IoU": 0.0, + "TN": 350079, + "TP": 0, + "n_pred": 0, + "n_ref": 385 + }, + "12": { + "Dice": 0.0, + "FN": 3286, + "FP": 0, + "IoU": 0.0, + "TN": 347178, + "TP": 0, + "n_pred": 0, + "n_ref": 3286 + }, + "13": { + "Dice": 0.5069991765674626, + "FN": 7724, + "FP": 9040, + "IoU": 0.339583989914907, + "TN": 325080, + "TP": 8620, + "n_pred": 17660, + "n_ref": 16344 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.742745353765895, + "FN": 552, + "FP": 237, + "IoU": 0.5907676348547718, + "TN": 348536, + "TP": 1139, + "n_pred": 1376, + "n_ref": 1691 + }, + "3": { + "Dice": 0.8592976209742677, + "FN": 4340, + "FP": 7, + "IoU": 0.7533057147721469, + "TN": 332843, + "TP": 13274, + "n_pred": 13281, + "n_ref": 17614 + }, + "4": { + "Dice": 0.0, + "FN": 2075, + "FP": 0, + "IoU": 0.0, + "TN": 348389, + "TP": 0, + "n_pred": 0, + "n_ref": 2075 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8609602114226986, + "FN": 2541, + "FP": 1247, + "IoU": 0.7558649136375355, + "TN": 334948, + "TP": 11728, + "n_pred": 12975, + "n_ref": 14269 + }, + "7": { + "Dice": 0.42681755323079523, + "FN": 31879, + "FP": 22418, + "IoU": 0.27130836229919614, + "TN": 275951, + "TP": 20216, + "n_pred": 42634, + "n_ref": 52095 + }, + "8": { + "Dice": 0.9525768953811337, + "FN": 242, + "FP": 680, + "IoU": 0.9094480455706148, + "TN": 340282, + "TP": 9260, + "n_pred": 9940, + "n_ref": 9502 + }, + "9": { + "Dice": 0.7455401165396683, + "FN": 7145, + "FP": 4209, + "IoU": 0.5943116446921786, + "TN": 322477, + "TP": 16633, + "n_pred": 20842, + "n_ref": 23778 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0404.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0404.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": NaN, + "FN": 1167.5266666666669, + "FP": 782.7777777777777, + "IoU": NaN, + "TN": 223886.82222222222, + "TP": 1964.4733333333331, + "n_pred": 2747.2511111111107, + "n_ref": 3131.9999999999995 + }, + "mean": { + "1": { + "Dice": 0.6095530663611621, + "FN": 571.7666666666667, + "FP": 71.8, + "IoU": 0.5295131616287876, + "TN": 224906.83333333334, + "TP": 2251.2, + "n_pred": 2323.0, + "n_ref": 2822.9666666666667 + }, + "10": { + "Dice": 0.3387425483621925, + "FN": 711.3333333333334, + "FP": 189.3, + "IoU": 0.2743061068007992, + "TN": 225713.73333333334, + "TP": 1187.2333333333333, + "n_pred": 1376.5333333333333, + "n_ref": 1898.5666666666666 + }, + "11": { + "Dice": NaN, + "FN": 0.0, + "FP": 0.0, + "IoU": NaN, + "TN": 227801.6, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 0.0 + }, + "12": { + "Dice": 0.034758364312267656, + "FN": 127.26666666666667, + "FP": 15.9, + "IoU": 0.019033078880407124, + "TN": 227645.96666666667, + "TP": 12.466666666666667, + "n_pred": 28.366666666666667, + "n_ref": 139.73333333333332 + }, + "13": { + "Dice": 0.23854026453703636, + "FN": 459.0, + "FP": 450.23333333333335, + "IoU": 0.17875288854711108, + "TN": 226088.0, + "TP": 804.3666666666667, + "n_pred": 1254.6, + "n_ref": 1263.3666666666666 + }, + "14": { + "Dice": 0.29937540329334766, + "FN": 7991.433333333333, + "FP": 114.76666666666667, + "IoU": 0.20556671140648863, + "TN": 216990.66666666666, + "TP": 2704.733333333333, + "n_pred": 2819.5, + "n_ref": 10696.166666666666 + }, + "15": { + "Dice": 0.2988328478020313, + "FN": 1584.5333333333333, + "FP": 446.4, + "IoU": 0.22527826537961002, + "TN": 225588.56666666668, + "TP": 182.1, + "n_pred": 628.5, + "n_ref": 1766.6333333333334 + }, + "2": { + "Dice": 0.227450837613118, + "FN": 1519.7666666666667, + "FP": 985.2333333333333, + "IoU": 0.17523542336043324, + "TN": 223090.86666666667, + "TP": 2205.733333333333, + "n_pred": 3190.9666666666667, + "n_ref": 3725.5 + }, + "3": { + "Dice": 0.3831210629303402, + "FN": 2218.633333333333, + "FP": 1465.3, + "IoU": 0.32450854389286476, + "TN": 220948.9, + "TP": 3168.766666666667, + "n_pred": 4634.066666666667, + "n_ref": 5387.4 + }, + "4": { + "Dice": 0.4072659431111597, + "FN": 329.7, + "FP": 223.53333333333333, + "IoU": 0.34410760061771795, + "TN": 226330.3, + "TP": 918.0666666666667, + "n_pred": 1141.6, + "n_ref": 1247.7666666666667 + }, + "5": { + "Dice": 0.13269252016351785, + "FN": 213.53333333333333, + "FP": 19.033333333333335, + "IoU": 0.0764968152866242, + "TN": 227529.0, + "TP": 40.03333333333333, + "n_pred": 59.06666666666667, + "n_ref": 253.56666666666666 + }, + "6": { + "Dice": 0.5863393883449481, + "FN": 499.8666666666667, + "FP": 6281.166666666667, + "IoU": 0.5261161787444967, + "TN": 213209.56666666668, + "TP": 7811.0, + "n_pred": 14092.166666666666, + "n_ref": 8310.866666666667 + }, + "7": { + "Dice": 0.5234676001599244, + "FN": 585.8, + "FP": 696.8, + "IoU": 0.483430165469978, + "TN": 221300.4, + "TP": 5218.6, + "n_pred": 5915.4, + "n_ref": 5804.4 + }, + "8": { + "Dice": 0.8388367479625254, + "FN": 89.4, + "FP": 636.4666666666667, + "IoU": 0.7418928583903189, + "TN": 225339.4, + "TP": 1736.3333333333333, + "n_pred": 2372.8, + "n_ref": 1825.7333333333333 + }, + "9": { + "Dice": 0.36590175700265504, + "FN": 610.8666666666667, + "FP": 145.73333333333332, + "IoU": 0.2990488649927384, + "TN": 225818.53333333333, + "TP": 1226.4666666666667, + "n_pred": 1372.2, + "n_ref": 1837.3333333333333 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.37724739774997373, + "FN": 5290, + "FP": 633, + "IoU": 0.2324737592328625, + "TN": 167515, + "TP": 1794, + "n_pred": 2427, + "n_ref": 7084 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 175227, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 26, + "FP": 0, + "IoU": 0.0, + "TN": 175206, + "TP": 0, + "n_pred": 0, + "n_ref": 26 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 19191, + "IoU": 0.0, + "TN": 156041, + "TP": 0, + "n_pred": 19191, + "n_ref": 0 + }, + "3": { + "Dice": 0.7665639785976446, + "FN": 29983, + "FP": 1691, + "IoU": 0.6214866156787763, + "TN": 91552, + "TP": 52006, + "n_pred": 53697, + "n_ref": 81989 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 5139, + "IoU": 0.0, + "TN": 170093, + "TP": 0, + "n_pred": 5139, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 912, + "IoU": 0.0, + "TN": 174320, + "TP": 0, + "n_pred": 912, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0001.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0001.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 25987, + "FP": 0, + "IoU": 0.0, + "TN": 149245, + "TP": 0, + "n_pred": 0, + "n_ref": 25987 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 28744, + "IoU": 0.0, + "TN": 146488, + "TP": 0, + "n_pred": 28744, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0005.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0005.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6435961469853728, + "FN": 618, + "FP": 381, + "IoU": 0.4744871120462914, + "TN": 173331, + "TP": 902, + "n_pred": 1283, + "n_ref": 1520 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 35, + "IoU": 0.0, + "TN": 175197, + "TP": 0, + "n_pred": 35, + "n_ref": 0 + }, + "8": { + "Dice": 0.6146492415660487, + "FN": 1124, + "FP": 12823, + "IoU": 0.44367770243318705, + "TN": 150162, + "TP": 11123, + "n_pred": 23946, + "n_ref": 12247 + }, + "9": { + "Dice": 0.6820202609139275, + "FN": 8164, + "FP": 562, + "IoU": 0.5174740101747402, + "TN": 157148, + "TP": 9358, + "n_pred": 9920, + "n_ref": 17522 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0033.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0033.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0045.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0045.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0059.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0059.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 58, + "IoU": 0.0, + "TN": 175174, + "TP": 0, + "n_pred": 58, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 766, + "IoU": 0.0, + "TN": 174466, + "TP": 0, + "n_pred": 766, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1924, + "IoU": 0.0, + "TN": 173308, + "TP": 0, + "n_pred": 1924, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 208, + "IoU": 0.0, + "TN": 175024, + "TP": 0, + "n_pred": 208, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0066.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0066.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0067.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0067.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 628, + "IoU": 0.0, + "TN": 349836, + "TP": 0, + "n_pred": 628, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 202, + "IoU": 0.0, + "TN": 350262, + "TP": 0, + "n_pred": 202, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 170, + "IoU": 0.0, + "TN": 350294, + "TP": 0, + "n_pred": 170, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0072.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0072.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0076.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0076.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0078.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0078.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0083.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0083.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0086.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0086.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 23, + "IoU": 0.0, + "TN": 175209, + "TP": 0, + "n_pred": 23, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.7840257968498078, + "FN": 7493, + "FP": 1214, + "IoU": 0.6447717351393252, + "TN": 150721, + "TP": 15804, + "n_pred": 17018, + "n_ref": 23297 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9380034118637846, + "FN": 479, + "FP": 8134, + "IoU": 0.8832452216348109, + "TN": 101462, + "TP": 65157, + "n_pred": 73291, + "n_ref": 65636 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0105.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0105.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.851063829787234, + "FN": 74, + "FP": 17, + "IoU": 0.7407407407407407, + "TN": 350113, + "TP": 260, + "n_pred": 277, + "n_ref": 334 + }, + "10": { + "Dice": 0.7617695411747123, + "FN": 2720, + "FP": 468, + "IoU": 0.6152082076041038, + "TN": 342179, + "TP": 5097, + "n_pred": 5565, + "n_ref": 7817 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.1737918215613383, + "FN": 3535, + "FP": 21, + "IoU": 0.09516539440203563, + "TN": 346534, + "TP": 374, + "n_pred": 395, + "n_ref": 3909 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 502, + "IoU": 0.0, + "TN": 349962, + "TP": 0, + "n_pred": 502, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1729, + "IoU": 0.0, + "TN": 348735, + "TP": 0, + "n_pred": 1729, + "n_ref": 0 + }, + "3": { + "Dice": 0.7963371368299933, + "FN": 4077, + "FP": 171, + "IoU": 0.6615948378873576, + "TN": 337911, + "TP": 8305, + "n_pred": 8476, + "n_ref": 12382 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 328, + "IoU": 0.0, + "TN": 350136, + "TP": 0, + "n_pred": 328, + "n_ref": 0 + }, + "6": { + "Dice": 0.854007146503318, + "FN": 348, + "FP": 224, + "IoU": 0.7452115812917595, + "TN": 348219, + "TP": 1673, + "n_pred": 1897, + "n_ref": 2021 + }, + "7": { + "Dice": 0.9419047182355909, + "FN": 592, + "FP": 675, + "IoU": 0.890188940890969, + "TN": 338926, + "TP": 10271, + "n_pred": 10946, + "n_ref": 10863 + }, + "8": { + "Dice": 0.8922877412464719, + "FN": 51, + "FP": 2773, + "IoU": 0.8055230356036086, + "TN": 335943, + "TP": 11697, + "n_pred": 14470, + "n_ref": 11748 + }, + "9": { + "Dice": 0.746727376209448, + "FN": 338, + "FP": 107, + "IoU": 0.5958219800181653, + "TN": 349363, + "TP": 656, + "n_pred": 763, + "n_ref": 994 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0109.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0109.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0124.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0124.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0159.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0159.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 5, + "FP": 1246, + "IoU": 0.0, + "TN": 524445, + "TP": 0, + "n_pred": 1246, + "n_ref": 5 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 257, + "FP": 199, + "IoU": 0.0, + "TN": 525240, + "TP": 0, + "n_pred": 199, + "n_ref": 257 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1074, + "IoU": 0.0, + "TN": 524622, + "TP": 0, + "n_pred": 1074, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 20, + "IoU": 0.0, + "TN": 525676, + "TP": 0, + "n_pred": 20, + "n_ref": 0 + }, + "3": { + "Dice": 0.9581591156423621, + "FN": 979, + "FP": 1943, + "IoU": 0.9196789356496881, + "TN": 489317, + "TP": 33457, + "n_pred": 35400, + "n_ref": 34436 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.2653850403270357, + "FN": 6406, + "FP": 243, + "IoU": 0.1529936305732484, + "TN": 517846, + "TP": 1201, + "n_pred": 1444, + "n_ref": 7607 + }, + "6": { + "Dice": 0.8468316875525838, + "FN": 7635, + "FP": 16578, + "IoU": 0.7343522002918362, + "TN": 434549, + "TP": 66934, + "n_pred": 83512, + "n_ref": 74569 + }, + "7": { + "Dice": 0.882108875370457, + "FN": 9161, + "FP": 13513, + "IoU": 0.7890829938047664, + "TN": 418194, + "TP": 84828, + "n_pred": 98341, + "n_ref": 93989 + }, + "8": { + "Dice": 0.9165114694526459, + "FN": 341, + "FP": 3335, + "IoU": 0.8458894059447449, + "TN": 501843, + "TP": 20177, + "n_pred": 23512, + "n_ref": 20518 + }, + "9": { + "Dice": 0.1837748344370861, + "FN": 1735, + "FP": 237, + "IoU": 0.10118505013673655, + "TN": 523502, + "TP": 222, + "n_pred": 459, + "n_ref": 1957 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0171.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0171.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0184.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0184.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0942831913863332, + "FN": 63594, + "FP": 0, + "IoU": 0.04947387301207701, + "TN": 283560, + "TP": 3310, + "n_pred": 3310, + "n_ref": 66904 + }, + "15": { + "Dice": 0.05248338776889289, + "FN": 15277, + "FP": 1549, + "IoU": 0.026948878093916263, + "TN": 333172, + "TP": 466, + "n_pred": 2015, + "n_ref": 15743 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0192.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7321368220708302, + "FN": 13025, + "FP": 2034, + "IoU": 0.5774572799461264, + "TN": 314825, + "TP": 20580, + "n_pred": 22614, + "n_ref": 33605 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7103840764149055, + "FN": 4153, + "FP": 5974, + "IoU": 0.5508493369406129, + "TN": 327917, + "TP": 12420, + "n_pred": 18394, + "n_ref": 16573 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.6252183024799162, + "FN": 1068, + "FP": 5, + "IoU": 0.45477642276422764, + "TN": 348496, + "TP": 895, + "n_pred": 900, + "n_ref": 1963 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 436, + "IoU": 0.0, + "TN": 350028, + "TP": 0, + "n_pred": 436, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9516768842408944, + "FN": 85, + "FP": 183, + "IoU": 0.9078087375300997, + "TN": 347557, + "TP": 2639, + "n_pred": 2822, + "n_ref": 2724 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7365974589401921, + "FN": 7107, + "FP": 1393, + "IoU": 0.5830267353446161, + "TN": 330079, + "TP": 11885, + "n_pred": 13278, + "n_ref": 18992 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0215.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0215.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 175226, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 246, + "IoU": 0.0, + "TN": 174986, + "TP": 0, + "n_pred": 246, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 3789, + "IoU": 0.0, + "TN": 171443, + "TP": 0, + "n_pred": 3789, + "n_ref": 0 + }, + "3": { + "Dice": 0.07315936626281454, + "FN": 3957, + "FP": 21, + "IoU": 0.03796856106408706, + "TN": 171097, + "TP": 157, + "n_pred": 178, + "n_ref": 4114 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9318985395849346, + "FN": 1166, + "FP": 163, + "IoU": 0.8724812895797351, + "TN": 164810, + "TP": 9093, + "n_pred": 9256, + "n_ref": 10259 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0226.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0226.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 613, + "IoU": 0.0, + "TN": 174619, + "TP": 0, + "n_pred": 613, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1613, + "IoU": 0.0, + "TN": 173619, + "TP": 0, + "n_pred": 1613, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.6094262240685929, + "FN": 28075, + "FP": 1352, + "IoU": 0.43825522573255704, + "TN": 122847, + "TP": 22958, + "n_pred": 24310, + "n_ref": 51033 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 27722, + "IoU": 0.0, + "TN": 147510, + "TP": 0, + "n_pred": 27722, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8494104001546492, + "FN": 683, + "FP": 96, + "IoU": 0.738239247311828, + "TN": 172256, + "TP": 2197, + "n_pred": 2293, + "n_ref": 2880 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0237.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0237.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 51, + "IoU": 0.0, + "TN": 350413, + "TP": 0, + "n_pred": 51, + "n_ref": 0 + }, + "14": { + "Dice": 0.4599380974964431, + "FN": 171685, + "FP": 1407, + "IoU": 0.2986490976426065, + "TN": 103666, + "TP": 73706, + "n_pred": 75113, + "n_ref": 245391 + }, + "15": { + "Dice": 0.09461950696677385, + "FN": 30628, + "FP": 11608, + "IoU": 0.04965911392120244, + "TN": 306021, + "TP": 2207, + "n_pred": 13815, + "n_ref": 32835 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 116196, + "IoU": 0.0, + "TN": 234268, + "TP": 0, + "n_pred": 116196, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1554, + "IoU": 0.0, + "TN": 348910, + "TP": 0, + "n_pred": 1554, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0268.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0268.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8673719897124152, + "FN": 8537, + "FP": 539, + "IoU": 0.7658048201475977, + "TN": 136478, + "TP": 29678, + "n_pred": 30217, + "n_ref": 38215 + }, + "10": { + "Dice": 0.01557632398753894, + "FN": 1264, + "FP": 0, + "IoU": 0.007849293563579277, + "TN": 173958, + "TP": 10, + "n_pred": 10, + "n_ref": 1274 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.7826625386996904, + "FN": 317, + "FP": 34, + "IoU": 0.6429298067141404, + "TN": 174249, + "TP": 632, + "n_pred": 666, + "n_ref": 949 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 156, + "IoU": 0.0, + "TN": 175076, + "TP": 0, + "n_pred": 156, + "n_ref": 0 + }, + "7": { + "Dice": 0.9337611156022635, + "FN": 2446, + "FP": 176, + "IoU": 0.8757522627114628, + "TN": 154129, + "TP": 18481, + "n_pred": 18657, + "n_ref": 20927 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0281.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0281.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.6432803242906143, + "FN": 4464, + "FP": 112, + "IoU": 0.474143874971271, + "TN": 166530, + "TP": 4126, + "n_pred": 4238, + "n_ref": 8590 + }, + "15": { + "Dice": 0.7493956486704271, + "FN": 1631, + "FP": 235, + "IoU": 0.5992268041237113, + "TN": 170576, + "TP": 2790, + "n_pred": 3025, + "n_ref": 4421 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0296.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0296.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1300, + "IoU": 0.0, + "TN": 173932, + "TP": 0, + "n_pred": 1300, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8961733535947584, + "FN": 4540, + "FP": 721, + "IoU": 0.8118787098619753, + "TN": 147266, + "TP": 22705, + "n_pred": 23426, + "n_ref": 27245 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0320.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0320.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0378.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0378.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9520821145561879, + "FN": 3252, + "FP": 352, + "IoU": 0.9085464880227365, + "TN": 311056, + "TP": 35804, + "n_pred": 36156, + "n_ref": 39056 + }, + "10": { + "Dice": 0.6801734556053174, + "FN": 4014, + "FP": 485, + "IoU": 0.5153506409565873, + "TN": 341181, + "TP": 4784, + "n_pred": 5269, + "n_ref": 8798 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 11, + "IoU": 0.0, + "TN": 350453, + "TP": 0, + "n_pred": 11, + "n_ref": 0 + }, + "13": { + "Dice": 0.5530993971247488, + "FN": 5109, + "FP": 673, + "IoU": 0.38226495726495724, + "TN": 341104, + "TP": 3578, + "n_pred": 4251, + "n_ref": 8687 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.812413011969553, + "FN": 16274, + "FP": 3269, + "IoU": 0.6840871617471146, + "TN": 288602, + "TP": 42319, + "n_pred": 45588, + "n_ref": 58593 + }, + "3": { + "Dice": 0.07120743034055728, + "FN": 1259, + "FP": 11941, + "IoU": 0.03691813804173355, + "TN": 336758, + "TP": 506, + "n_pred": 12447, + "n_ref": 1765 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2285, + "IoU": 0.0, + "TN": 348179, + "TP": 0, + "n_pred": 2285, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7760314341846758, + "FN": 198, + "FP": 1854, + "IoU": 0.6340288924558587, + "TN": 344857, + "TP": 3555, + "n_pred": 5409, + "n_ref": 3753 + }, + "7": { + "Dice": 0.9064984919111598, + "FN": 5351, + "FP": 3515, + "IoU": 0.8289869608826479, + "TN": 298620, + "TP": 42978, + "n_pred": 46493, + "n_ref": 48329 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9439958825232412, + "FN": 958, + "FP": 783, + "IoU": 0.8939320092603875, + "TN": 334050, + "TP": 14673, + "n_pred": 15456, + "n_ref": 15631 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0390.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0390.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0398.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0398.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8590267924213337, + "FN": 312, + "FP": 1377, + "IoU": 0.7528895391367959, + "TN": 168397, + "TP": 5146, + "n_pred": 6523, + "n_ref": 5458 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7168632893823733, + "FN": 3890, + "FP": 1822, + "IoU": 0.5586803677663602, + "TN": 162289, + "TP": 7231, + "n_pred": 9053, + "n_ref": 11121 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 176, + "FP": 0, + "IoU": 0.0, + "TN": 175056, + "TP": 0, + "n_pred": 0, + "n_ref": 176 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.845037975594831, + "FN": 2398, + "FP": 1907, + "IoU": 0.7316586673315465, + "TN": 159189, + "TP": 11738, + "n_pred": 13645, + "n_ref": 14136 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.923938342044714, + "FN": 1028, + "FP": 10410, + "IoU": 0.8586295545557918, + "TN": 94324, + "TP": 69470, + "n_pred": 79880, + "n_ref": 70498 + }, + "7": { + "Dice": 0.0, + "FN": 24, + "FP": 1436, + "IoU": 0.0, + "TN": 173772, + "TP": 0, + "n_pred": 1436, + "n_ref": 24 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 24, + "FP": 0, + "IoU": 0.0, + "TN": 175208, + "TP": 0, + "n_pred": 0, + "n_ref": 24 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0400.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0400.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": NaN, + "FN": 897.3333333333334, + "FP": 697.2444444444444, + "IoU": NaN, + "TN": 200391.45333333334, + "TP": 2451.302222222222, + "n_pred": 3148.546666666667, + "n_ref": 3348.6355555555556 + }, + "mean": { + "1": { + "Dice": 0.4283392703528948, + "FN": 76.26666666666667, + "FP": 424.1, + "IoU": 0.38376462947581125, + "TN": 202443.73333333334, + "TP": 1493.2333333333333, + "n_pred": 1917.3333333333333, + "n_ref": 1569.5 + }, + "10": { + "Dice": 0.3098301167769186, + "FN": 1512.5333333333333, + "FP": 1149.8, + "IoU": 0.22929177427204375, + "TN": 200935.83333333334, + "TP": 839.1666666666666, + "n_pred": 1988.9666666666667, + "n_ref": 2351.7 + }, + "11": { + "Dice": NaN, + "FN": 0.0, + "FP": 0.0, + "IoU": NaN, + "TN": 204437.33333333334, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 0.0 + }, + "12": { + "Dice": 0.2799336051915572, + "FN": 96.33333333333333, + "FP": 68.13333333333334, + "IoU": 0.21624769722669446, + "TN": 204113.8, + "TP": 159.06666666666666, + "n_pred": 227.2, + "n_ref": 255.4 + }, + "13": { + "Dice": 0.26508043243178464, + "FN": 1880.0, + "FP": 1316.1333333333334, + "IoU": 0.17550923427292983, + "TN": 199781.83333333334, + "TP": 1459.3666666666666, + "n_pred": 2775.5, + "n_ref": 3339.366666666667 + }, + "14": { + "Dice": 0.4880057037111296, + "FN": 295.9, + "FP": 483.76666666666665, + "IoU": 0.4326236343615677, + "TN": 201803.13333333333, + "TP": 1854.5333333333333, + "n_pred": 2338.3, + "n_ref": 2150.4333333333334 + }, + "15": { + "Dice": NaN, + "FN": 0.0, + "FP": 0.0, + "IoU": NaN, + "TN": 204437.33333333334, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 0.0 + }, + "2": { + "Dice": 0.24603433386451767, + "FN": 277.03333333333336, + "FP": 2423.9666666666667, + "IoU": 0.21769490719408952, + "TN": 198565.06666666668, + "TP": 3171.266666666667, + "n_pred": 5595.233333333334, + "n_ref": 3448.3 + }, + "3": { + "Dice": 0.3236335035263949, + "FN": 2177.4, + "FP": 203.33333333333334, + "IoU": 0.2861670634221661, + "TN": 200117.9, + "TP": 1938.7, + "n_pred": 2142.0333333333333, + "n_ref": 4116.1 + }, + "4": { + "Dice": 0.3710807885467668, + "FN": 470.73333333333335, + "FP": 652.6333333333333, + "IoU": 0.27782029656283036, + "TN": 201855.56666666668, + "TP": 1458.4, + "n_pred": 2111.0333333333333, + "n_ref": 1929.1333333333334 + }, + "5": { + "Dice": 0.0, + "FN": 8.733333333333333, + "FP": 46.2, + "IoU": 0.0, + "TN": 204382.4, + "TP": 0.0, + "n_pred": 46.2, + "n_ref": 8.733333333333333 + }, + "6": { + "Dice": 0.538989935396174, + "FN": 2640.4333333333334, + "FP": 1273.7666666666667, + "IoU": 0.5003753299566378, + "TN": 181473.46666666667, + "TP": 19049.666666666668, + "n_pred": 20323.433333333334, + "n_ref": 21690.1 + }, + "7": { + "Dice": 0.2386558660048059, + "FN": 3193.8, + "FP": 1337.6333333333334, + "IoU": 0.19445655869791773, + "TN": 197269.96666666667, + "TP": 2635.9333333333334, + "n_pred": 3973.5666666666666, + "n_ref": 5829.733333333334 + }, + "8": { + "Dice": 0.673164965414999, + "FN": 90.23333333333333, + "FP": 466.06666666666666, + "IoU": 0.5976480403475767, + "TN": 202724.6, + "TP": 1156.4333333333334, + "n_pred": 1622.5, + "n_ref": 1246.6666666666667 + }, + "9": { + "Dice": 0.7092841158214613, + "FN": 740.6, + "FP": 613.1333333333333, + "IoU": 0.5656642607790857, + "TN": 201529.83333333334, + "TP": 1553.7666666666667, + "n_pred": 2166.9, + "n_ref": 2294.366666666667 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0007.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0007.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 175227, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "10": { + "Dice": 0.6151849448410124, + "FN": 72, + "FP": 521, + "IoU": 0.4442361761949391, + "TN": 174165, + "TP": 474, + "n_pred": 995, + "n_ref": 546 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.3562163240870086, + "FN": 2451, + "FP": 10453, + "IoU": 0.21670511108413257, + "TN": 158758, + "TP": 3570, + "n_pred": 14023, + "n_ref": 6021 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.950497890779694, + "FN": 2305, + "FP": 1145, + "IoU": 0.9056655364759926, + "TN": 138660, + "TP": 33122, + "n_pred": 34267, + "n_ref": 35427 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 526, + "IoU": 0.0, + "TN": 174706, + "TP": 0, + "n_pred": 526, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9519845548228568, + "FN": 595, + "FP": 1320, + "IoU": 0.9083688214747118, + "TN": 154333, + "TP": 18984, + "n_pred": 20304, + "n_ref": 19579 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1951, + "IoU": 0.0, + "TN": 173281, + "TP": 0, + "n_pred": 1951, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0009.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0009.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9067205559799887, + "FN": 8877, + "FP": 2478, + "IoU": 0.8293584599431947, + "TN": 108689, + "TP": 55188, + "n_pred": 57666, + "n_ref": 64065 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0021.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0021.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.5743485472737975, + "FN": 5486, + "FP": 2469, + "IoU": 0.4028674373217235, + "TN": 161910, + "TP": 5367, + "n_pred": 7836, + "n_ref": 10853 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6490104772991852, + "FN": 2795, + "FP": 823, + "IoU": 0.4803963808703145, + "TN": 168269, + "TP": 3345, + "n_pred": 4168, + "n_ref": 6140 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 202, + "IoU": 0.0, + "TN": 175030, + "TP": 0, + "n_pred": 202, + "n_ref": 0 + }, + "3": { + "Dice": 0.9490767363107788, + "FN": 694, + "FP": 900, + "IoU": 0.9030885214007782, + "TN": 158784, + "TP": 14854, + "n_pred": 15754, + "n_ref": 15548 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 18, + "IoU": 0.0, + "TN": 175214, + "TP": 0, + "n_pred": 18, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 738, + "IoU": 0.0, + "TN": 174494, + "TP": 0, + "n_pred": 738, + "n_ref": 0 + }, + "7": { + "Dice": 0.8680011101089294, + "FN": 5468, + "FP": 2142, + "IoU": 0.766786184916184, + "TN": 142601, + "TP": 25021, + "n_pred": 27163, + "n_ref": 30489 + }, + "8": { + "Dice": 0.9350390286209888, + "FN": 321, + "FP": 1177, + "IoU": 0.8780030947145533, + "TN": 162953, + "TP": 10781, + "n_pred": 11958, + "n_ref": 11102 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0027.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0027.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.6743464247343918, + "FN": 4746, + "FP": 710, + "IoU": 0.5086897793786582, + "TN": 164127, + "TP": 5649, + "n_pred": 6359, + "n_ref": 10395 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9559901706668462, + "FN": 5870, + "FP": 667, + "IoU": 0.9156907758976476, + "TN": 97696, + "TP": 70999, + "n_pred": 71666, + "n_ref": 76869 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 3924, + "IoU": 0.0, + "TN": 171308, + "TP": 0, + "n_pred": 3924, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0044.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0044.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0048.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0048.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 2088, + "IoU": 0.0, + "TN": 348376, + "TP": 0, + "n_pred": 2088, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.06929085144227051, + "FN": 0, + "FP": 12035, + "IoU": 0.03588880877994072, + "TN": 337981, + "TP": 448, + "n_pred": 12483, + "n_ref": 448 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 108, + "IoU": 0.0, + "TN": 350356, + "TP": 0, + "n_pred": 108, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.38016528925619836, + "FN": 91, + "FP": 134, + "IoU": 0.23469387755102042, + "TN": 350170, + "TP": 69, + "n_pred": 203, + "n_ref": 160 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8580900381010118, + "FN": 33300, + "FP": 3685, + "IoU": 0.7514515738824226, + "TN": 201660, + "TP": 111819, + "n_pred": 115504, + "n_ref": 145119 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0058.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0058.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0081.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0081.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 7462, + "IoU": 0.0, + "TN": 167770, + "TP": 0, + "n_pred": 7462, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 247, + "IoU": 0.0, + "TN": 174985, + "TP": 0, + "n_pred": 247, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8777312983711945, + "FN": 10382, + "FP": 345, + "IoU": 0.7821044078813731, + "TN": 126002, + "TP": 38503, + "n_pred": 38848, + "n_ref": 48885 + }, + "7": { + "Dice": 0.0, + "FN": 923, + "FP": 0, + "IoU": 0.0, + "TN": 174309, + "TP": 0, + "n_pred": 0, + "n_ref": 923 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0102.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0102.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.17290427888539117, + "FN": 24399, + "FP": 18165, + "IoU": 0.09463339927254164, + "TN": 128219, + "TP": 4449, + "n_pred": 22614, + "n_ref": 28848 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 343, + "IoU": 0.0, + "TN": 174889, + "TP": 0, + "n_pred": 343, + "n_ref": 0 + }, + "13": { + "Dice": 0.6429184549356223, + "FN": 3708, + "FP": 16260, + "IoU": 0.4737507906388362, + "TN": 137288, + "TP": 17976, + "n_pred": 34236, + "n_ref": 21684 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 32, + "FP": 5628, + "IoU": 0.0, + "TN": 169572, + "TP": 0, + "n_pred": 5628, + "n_ref": 32 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 261, + "FP": 0, + "IoU": 0.0, + "TN": 174971, + "TP": 0, + "n_pred": 0, + "n_ref": 261 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8827548932556074, + "FN": 2488, + "FP": 549, + "IoU": 0.7901174844505874, + "TN": 160762, + "TP": 11433, + "n_pred": 11982, + "n_ref": 13921 + }, + "7": { + "Dice": 0.0, + "FN": 29602, + "FP": 9, + "IoU": 0.0, + "TN": 145621, + "TP": 0, + "n_pred": 9, + "n_ref": 29602 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.6843892127346102, + "FN": 1664, + "FP": 8190, + "IoU": 0.5202064465868147, + "TN": 154694, + "TP": 10684, + "n_pred": 18874, + "n_ref": 12348 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0103.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0103.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2915, + "IoU": 0.0, + "TN": 172317, + "TP": 0, + "n_pred": 2915, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 3290, + "FP": 0, + "IoU": 0.0, + "TN": 171942, + "TP": 0, + "n_pred": 0, + "n_ref": 3290 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0118.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0118.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0127.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0127.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0156.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0156.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1384, + "IoU": 0.0, + "TN": 349080, + "TP": 0, + "n_pred": 1384, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1204, + "IoU": 0.0, + "TN": 349260, + "TP": 0, + "n_pred": 1204, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 262, + "FP": 101, + "IoU": 0.0, + "TN": 350101, + "TP": 0, + "n_pred": 101, + "n_ref": 262 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 11058, + "IoU": 0.0, + "TN": 339406, + "TP": 0, + "n_pred": 11058, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1278, + "IoU": 0.0, + "TN": 349186, + "TP": 0, + "n_pred": 1278, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 908, + "IoU": 0.0, + "TN": 349556, + "TP": 0, + "n_pred": 908, + "n_ref": 0 + }, + "9": { + "Dice": 0.8004570775603486, + "FN": 4108, + "FP": 83, + "IoU": 0.6673017385091689, + "TN": 337867, + "TP": 8406, + "n_pred": 8489, + "n_ref": 12514 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0161.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0161.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8072461692682228, + "FN": 4709, + "FP": 675, + "IoU": 0.6767919318045383, + "TN": 158574, + "TP": 11274, + "n_pred": 11949, + "n_ref": 15983 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 175227, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "13": { + "Dice": 0.5609039290096156, + "FN": 10552, + "FP": 4837, + "IoU": 0.3897612816242367, + "TN": 150014, + "TP": 9829, + "n_pred": 14666, + "n_ref": 20381 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.02672147995889003, + "FN": 0, + "FP": 947, + "IoU": 0.013541666666666667, + "TN": 174272, + "TP": 13, + "n_pred": 960, + "n_ref": 13 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 1211, + "IoU": 0.0, + "TN": 174021, + "TP": 0, + "n_pred": 1211, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.7828918801563178, + "FN": 472, + "FP": 528, + "IoU": 0.6432393863717446, + "TN": 172429, + "TP": 1803, + "n_pred": 2331, + "n_ref": 2275 + }, + "8": { + "Dice": 0.4449904181612697, + "FN": 2111, + "FP": 9184, + "IoU": 0.2861657081463692, + "TN": 159409, + "TP": 4528, + "n_pred": 13712, + "n_ref": 6639 + }, + "9": { + "Dice": 0.47031732142034727, + "FN": 9405, + "FP": 2096, + "IoU": 0.3074607093394352, + "TN": 158625, + "TP": 5106, + "n_pred": 7202, + "n_ref": 14511 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0166.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0166.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.38751077482999713, + "FN": 6108, + "FP": 287, + "IoU": 0.2403183654074602, + "TN": 166814, + "TP": 2023, + "n_pred": 2310, + "n_ref": 8131 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9216101537478357, + "FN": 5967, + "FP": 4582, + "IoU": 0.854616868798236, + "TN": 102672, + "TP": 62011, + "n_pred": 66593, + "n_ref": 67978 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2511, + "IoU": 0.0, + "TN": 172721, + "TP": 0, + "n_pred": 2511, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.943083301922352, + "FN": 132, + "FP": 19, + "IoU": 0.8922967189728959, + "TN": 173830, + "TP": 1251, + "n_pred": 1270, + "n_ref": 1383 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 248, + "IoU": 0.0, + "TN": 174984, + "TP": 0, + "n_pred": 248, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9047686429885383, + "FN": 508, + "FP": 165, + "IoU": 0.8260981912144703, + "TN": 171362, + "TP": 3197, + "n_pred": 3362, + "n_ref": 3705 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0172.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0172.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 2525, + "IoU": 0.0, + "TN": 172707, + "TP": 0, + "n_pred": 2525, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 2350, + "IoU": 0.0, + "TN": 172882, + "TP": 0, + "n_pred": 2350, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 10143, + "IoU": 0.0, + "TN": 165089, + "TP": 0, + "n_pred": 10143, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0175.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0175.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0181.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0181.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0188.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0188.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 493, + "IoU": 0.0, + "TN": 174739, + "TP": 0, + "n_pred": 493, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 2714, + "IoU": 0.0, + "TN": 172518, + "TP": 0, + "n_pred": 2714, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.873557760790086, + "FN": 7101, + "FP": 888, + "IoU": 0.7755016017534986, + "TN": 139646, + "TP": 27597, + "n_pred": 28485, + "n_ref": 34698 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9695323444802104, + "FN": 1610, + "FP": 1239, + "IoU": 0.9408663525602441, + "TN": 127053, + "TP": 45330, + "n_pred": 46569, + "n_ref": 46940 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 6354, + "IoU": 0.0, + "TN": 168878, + "TP": 0, + "n_pred": 6354, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0214.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0214.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9288468279004557, + "FN": 189, + "FP": 14, + "IoU": 0.8671465968586387, + "TN": 173704, + "TP": 1325, + "n_pred": 1339, + "n_ref": 1514 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 175227, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0273.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0273.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9539205618312518, + "FN": 1846, + "FP": 2327, + "IoU": 0.911900690354044, + "TN": 127865, + "TP": 43194, + "n_pred": 45521, + "n_ref": 45040 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 78, + "IoU": 0.0, + "TN": 175154, + "TP": 0, + "n_pred": 78, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0279.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0279.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 49211, + "IoU": 0.0, + "TN": 301253, + "TP": 0, + "n_pred": 49211, + "n_ref": 0 + }, + "3": { + "Dice": 0.14494482552937668, + "FN": 50810, + "FP": 796, + "IoU": 0.07813504823151125, + "TN": 294484, + "TP": 4374, + "n_pred": 5170, + "n_ref": 55184 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0330.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0330.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.2977632805219012, + "FN": 3910, + "FP": 2118, + "IoU": 0.1749247194087052, + "TN": 167926, + "TP": 1278, + "n_pred": 3396, + "n_ref": 5188 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9527857095424663, + "FN": 106, + "FP": 1316, + "IoU": 0.9098287888395687, + "TN": 159462, + "TP": 14348, + "n_pred": 15664, + "n_ref": 14454 + }, + "9": { + "Dice": 0.599411231884058, + "FN": 367, + "FP": 3171, + "IoU": 0.42797089733225546, + "TN": 169047, + "TP": 2647, + "n_pred": 5818, + "n_ref": 3014 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0332.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0332.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6858440575321726, + "FN": 164, + "FP": 1496, + "IoU": 0.521889400921659, + "TN": 346992, + "TP": 1812, + "n_pred": 3308, + "n_ref": 1976 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5270886944587407, + "FN": 13555, + "FP": 228, + "IoU": 0.35785501304509876, + "TN": 329000, + "TP": 7681, + "n_pred": 7909, + "n_ref": 21236 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.5882352941176471, + "FN": 7, + "FP": 0, + "IoU": 0.4166666666666667, + "TN": 350452, + "TP": 5, + "n_pred": 5, + "n_ref": 12 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.6877820201318986, + "FN": 1085, + "FP": 6111, + "IoU": 0.5241370189128423, + "TN": 335342, + "TP": 7926, + "n_pred": 14037, + "n_ref": 9011 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 56, + "IoU": 0.0, + "TN": 350408, + "TP": 0, + "n_pred": 56, + "n_ref": 0 + }, + "6": { + "Dice": 0.9697859924116434, + "FN": 872, + "FP": 5196, + "IoU": 0.9413442112691033, + "TN": 247013, + "TP": 97383, + "n_pred": 102579, + "n_ref": 98255 + }, + "7": { + "Dice": 0.7836354064826653, + "FN": 3404, + "FP": 5227, + "IoU": 0.644243848151354, + "TN": 326203, + "TP": 15630, + "n_pred": 20857, + "n_ref": 19034 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0336.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0336.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.5526032867455076, + "FN": 17, + "FP": 2896, + "IoU": 0.3817911714770798, + "TN": 170520, + "TP": 1799, + "n_pred": 4695, + "n_ref": 1816 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 20, + "IoU": 0.0, + "TN": 175212, + "TP": 0, + "n_pred": 20, + "n_ref": 0 + }, + "13": { + "Dice": 0.14348329890674594, + "FN": 14640, + "FP": 2361, + "IoU": 0.07728629579375848, + "TN": 156807, + "TP": 1424, + "n_pred": 3785, + "n_ref": 16064 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.5040677966101695, + "FN": 281, + "FP": 2645, + "IoU": 0.3369589848175844, + "TN": 170819, + "TP": 1487, + "n_pred": 4132, + "n_ref": 1768 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 436, + "IoU": 0.0, + "TN": 174796, + "TP": 0, + "n_pred": 436, + "n_ref": 0 + }, + "7": { + "Dice": 0.1823030815135592, + "FN": 30858, + "FP": 109, + "IoU": 0.10029344257532177, + "TN": 140813, + "TP": 3452, + "n_pred": 3561, + "n_ref": 34310 + }, + "8": { + "Dice": 0.7577492596248766, + "FN": 26, + "FP": 1201, + "IoU": 0.6099809281627463, + "TN": 172086, + "TP": 1919, + "n_pred": 3120, + "n_ref": 1945 + }, + "9": { + "Dice": 0.7932258209424554, + "FN": 929, + "FP": 3674, + "IoU": 0.6573108993448481, + "TN": 161800, + "TP": 8829, + "n_pred": 12503, + "n_ref": 9758 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0341.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0341.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0387.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0387.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 10529, + "FP": 1923, + "IoU": 0.0, + "TN": 162780, + "TP": 0, + "n_pred": 1923, + "n_ref": 10529 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 1472, + "FP": 0, + "IoU": 0.0, + "TN": 173760, + "TP": 0, + "n_pred": 0, + "n_ref": 1472 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.19308632543926663, + "FN": 557, + "FP": 7893, + "IoU": 0.10685973998520241, + "TN": 165771, + "TP": 1011, + "n_pred": 8904, + "n_ref": 1568 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.788057768533417, + "FN": 18264, + "FP": 3338, + "IoU": 0.6502436733966939, + "TN": 113469, + "TP": 40161, + "n_pred": 43499, + "n_ref": 58425 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 8056, + "IoU": 0.0, + "TN": 167176, + "TP": 0, + "n_pred": 8056, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0388.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0388.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 4, + "FP": 2200, + "IoU": 0.0, + "TN": 348260, + "TP": 0, + "n_pred": 2200, + "n_ref": 4 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 714, + "IoU": 0.0, + "TN": 349750, + "TP": 0, + "n_pred": 714, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 251, + "IoU": 0.0, + "TN": 350213, + "TP": 0, + "n_pred": 251, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9658185391698177, + "FN": 2410, + "FP": 7190, + "IoU": 0.9338965894771634, + "TN": 205237, + "TP": 135627, + "n_pred": 142817, + "n_ref": 138037 + }, + "7": { + "Dice": 0.7243506458058107, + "FN": 25087, + "FP": 160, + "IoU": 0.5678289597562437, + "TN": 292045, + "TP": 33172, + "n_pred": 33332, + "n_ref": 58259 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7124195032198712, + "FN": 5237, + "FP": 1015, + "IoU": 0.5533009431266076, + "TN": 336468, + "TP": 7744, + "n_pred": 8759, + "n_ref": 12981 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0391.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0391.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6872682323856613, + "FN": 253, + "FP": 0, + "IoU": 0.5235404896421846, + "TN": 174701, + "TP": 278, + "n_pred": 278, + "n_ref": 531 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 352, + "IoU": 0.0, + "TN": 174880, + "TP": 0, + "n_pred": 352, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7506575486586007, + "FN": 95, + "FP": 853, + "IoU": 0.6008421052631578, + "TN": 172857, + "TP": 1427, + "n_pred": 2280, + "n_ref": 1522 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 8415, + "IoU": 0.0, + "TN": 166817, + "TP": 0, + "n_pred": 8415, + "n_ref": 0 + }, + "3": { + "Dice": 0.847779459318214, + "FN": 13818, + "FP": 163, + "IoU": 0.7357788109007068, + "TN": 122318, + "TP": 38933, + "n_pred": 39096, + "n_ref": 52751 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9484253765403925, + "FN": 143, + "FP": 196, + "IoU": 0.9019097222222222, + "TN": 171776, + "TP": 3117, + "n_pred": 3313, + "n_ref": 3260 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0403.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0403.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": 0.32250084638738424, + "FN": 1372.668888888889, + "FP": 722.0266666666665, + "IoU": 0.26450730555735436, + "TN": 235055.55555555556, + "TP": 2333.4822222222224, + "n_pred": 3055.508888888888, + "n_ref": 3706.151111111111 + }, + "mean": { + "1": { + "Dice": 0.4502660438105809, + "FN": 3623.0333333333333, + "FP": 401.96666666666664, + "IoU": 0.37887416426057596, + "TN": 230628.83333333334, + "TP": 4829.9, + "n_pred": 5231.866666666667, + "n_ref": 8452.933333333332 + }, + "10": { + "Dice": 0.39560975369707696, + "FN": 960.6666666666666, + "FP": 1082.1, + "IoU": 0.30747289929469973, + "TN": 235074.56666666668, + "TP": 2366.4, + "n_pred": 3448.5, + "n_ref": 3327.0666666666666 + }, + "11": { + "Dice": 0.0, + "FN": 36.6, + "FP": 0.0, + "IoU": 0.0, + "TN": 239447.13333333333, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 36.6 + }, + "12": { + "Dice": 0.0, + "FN": 181.03333333333333, + "FP": 0.0, + "IoU": 0.0, + "TN": 239302.7, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 181.03333333333333 + }, + "13": { + "Dice": 0.4138870846467846, + "FN": 1550.7, + "FP": 715.9, + "IoU": 0.3209226519949402, + "TN": 235748.9, + "TP": 1468.2333333333333, + "n_pred": 2184.133333333333, + "n_ref": 3018.9333333333334 + }, + "14": { + "Dice": 0.2914607383969809, + "FN": 95.0, + "FP": 2197.9, + "IoU": 0.26041107273982944, + "TN": 233885.1, + "TP": 3305.733333333333, + "n_pred": 5503.633333333333, + "n_ref": 3400.733333333333 + }, + "15": { + "Dice": 0.4152537051995561, + "FN": 802.8666666666667, + "FP": 178.13333333333333, + "IoU": 0.30281831804599096, + "TN": 237574.3, + "TP": 928.4333333333333, + "n_pred": 1106.5666666666666, + "n_ref": 1731.3 + }, + "2": { + "Dice": 0.47660713181291575, + "FN": 1338.0666666666666, + "FP": 304.0, + "IoU": 0.38892058574474797, + "TN": 234574.56666666668, + "TP": 3267.1, + "n_pred": 3571.1, + "n_ref": 4605.166666666667 + }, + "3": { + "Dice": 0.17311965456932102, + "FN": 306.1333333333333, + "FP": 1217.8666666666666, + "IoU": 0.15470549829240218, + "TN": 235453.33333333334, + "TP": 2506.4, + "n_pred": 3724.266666666667, + "n_ref": 2812.5333333333333 + }, + "4": { + "Dice": 0.23286483294391927, + "FN": 1092.0666666666666, + "FP": 495.73333333333335, + "IoU": 0.172430356945537, + "TN": 236772.16666666666, + "TP": 1123.7666666666667, + "n_pred": 1619.5, + "n_ref": 2215.8333333333335 + }, + "5": { + "Dice": 0.16917070511769233, + "FN": 363.56666666666666, + "FP": 8.4, + "IoU": 0.09994159917062617, + "TN": 239076.4, + "TP": 35.36666666666667, + "n_pred": 43.766666666666666, + "n_ref": 398.93333333333334 + }, + "6": { + "Dice": 0.39047906008105143, + "FN": 9037.1, + "FP": 2506.266666666667, + "IoU": 0.34408876833970803, + "TN": 217334.2, + "TP": 10606.166666666666, + "n_pred": 13112.433333333332, + "n_ref": 19643.266666666666 + }, + "7": { + "Dice": 0.46784074925705105, + "FN": 708.5333333333333, + "FP": 1207.8, + "IoU": 0.38051621730242946, + "TN": 235512.63333333333, + "TP": 2054.766666666667, + "n_pred": 3262.5666666666666, + "n_ref": 2763.3 + }, + "8": { + "Dice": 0.6099952728585838, + "FN": 79.03333333333333, + "FP": 200.36666666666667, + "IoU": 0.5636157291548901, + "TN": 237913.76666666666, + "TP": 1290.5666666666666, + "n_pred": 1490.9333333333334, + "n_ref": 1369.6 + }, + "9": { + "Dice": 0.35095796341924956, + "FN": 415.6333333333333, + "FP": 313.96666666666664, + "IoU": 0.2928917220739377, + "TN": 237534.73333333334, + "TP": 1219.4, + "n_pred": 1533.3666666666666, + "n_ref": 1635.0333333333333 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7653132520767021, + "FN": 20794, + "FP": 367, + "IoU": 0.6198440643863179, + "TN": 119568, + "TP": 34503, + "n_pred": 34870, + "n_ref": 55297 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 20365, + "IoU": 0.0, + "TN": 154867, + "TP": 0, + "n_pred": 20365, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 10, + "FP": 0, + "IoU": 0.0, + "TN": 175222, + "TP": 0, + "n_pred": 0, + "n_ref": 10 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 23, + "IoU": 0.0, + "TN": 175209, + "TP": 0, + "n_pred": 23, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0006.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0006.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0011.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0011.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8900448601698959, + "FN": 14527, + "FP": 1601, + "IoU": 0.8018746237853642, + "TN": 269061, + "TP": 65275, + "n_pred": 66876, + "n_ref": 79802 + }, + "10": { + "Dice": 0.8282255274991353, + "FN": 1163, + "FP": 1320, + "IoU": 0.7068130830086197, + "TN": 341995, + "TP": 5986, + "n_pred": 7306, + "n_ref": 7149 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 185, + "FP": 0, + "IoU": 0.0, + "TN": 350279, + "TP": 0, + "n_pred": 0, + "n_ref": 185 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9528158034505799, + "FN": 948, + "FP": 4560, + "IoU": 0.9098836733692184, + "TN": 289343, + "TP": 55613, + "n_pred": 60173, + "n_ref": 56561 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 77, + "IoU": 0.0, + "TN": 350387, + "TP": 0, + "n_pred": 77, + "n_ref": 0 + }, + "7": { + "Dice": 0.926969636832705, + "FN": 125, + "FP": 2819, + "IoU": 0.8638801553541705, + "TN": 328836, + "TP": 18684, + "n_pred": 21503, + "n_ref": 18809 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0014.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0014.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0019.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0019.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7914209115281501, + "FN": 282, + "FP": 107, + "IoU": 0.6548358473824313, + "TN": 349337, + "TP": 738, + "n_pred": 845, + "n_ref": 1020 + }, + "10": { + "Dice": 0.6582592214608544, + "FN": 3989, + "FP": 699, + "IoU": 0.49060089101379983, + "TN": 341261, + "TP": 4515, + "n_pred": 5214, + "n_ref": 8504 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 3944, + "FP": 0, + "IoU": 0.0, + "TN": 346520, + "TP": 0, + "n_pred": 0, + "n_ref": 3944 + }, + "13": { + "Dice": 0.20830711139081184, + "FN": 3666, + "FP": 1366, + "IoU": 0.11626273270108886, + "TN": 344770, + "TP": 662, + "n_pred": 2028, + "n_ref": 4328 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 6996, + "IoU": 0.0, + "TN": 343468, + "TP": 0, + "n_pred": 6996, + "n_ref": 0 + }, + "3": { + "Dice": 0.7783807422426302, + "FN": 8231, + "FP": 2918, + "IoU": 0.6371713095548034, + "TN": 319736, + "TP": 19579, + "n_pred": 22497, + "n_ref": 27810 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 108, + "FP": 0, + "IoU": 0.0, + "TN": 350356, + "TP": 0, + "n_pred": 0, + "n_ref": 108 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9420289855072463, + "FN": 585, + "FP": 367, + "IoU": 0.8904109589041096, + "TN": 341777, + "TP": 7735, + "n_pred": 8102, + "n_ref": 8320 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0030.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0030.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8182400534751911, + "FN": 335, + "FP": 25769, + "IoU": 0.6923910866004407, + "TN": 90371, + "TP": 58757, + "n_pred": 84526, + "n_ref": 59092 + }, + "15": { + "Dice": 0.6729274243885831, + "FN": 22816, + "FP": 240, + "IoU": 0.5070765810065421, + "TN": 128458, + "TP": 23718, + "n_pred": 23958, + "n_ref": 46534 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0035.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0035.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0038.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0038.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6968406825477277, + "FN": 7854, + "FP": 10090, + "IoU": 0.5347317654990017, + "TN": 136665, + "TP": 20623, + "n_pred": 30713, + "n_ref": 28477 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5626557001067658, + "FN": 15233, + "FP": 6887, + "IoU": 0.39145506066191643, + "TN": 138883, + "TP": 14229, + "n_pred": 21116, + "n_ref": 29462 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.42213516160626835, + "FN": 1180, + "FP": 0, + "IoU": 0.2675356921166977, + "TN": 173621, + "TP": 431, + "n_pred": 431, + "n_ref": 1611 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 760, + "IoU": 0.0, + "TN": 174472, + "TP": 0, + "n_pred": 760, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2628, + "IoU": 0.0, + "TN": 172604, + "TP": 0, + "n_pred": 2628, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9126994770014751, + "FN": 264, + "FP": 387, + "IoU": 0.8394178589047854, + "TN": 171178, + "TP": 3403, + "n_pred": 3790, + "n_ref": 3667 + }, + "7": { + "Dice": 0.45120524221858177, + "FN": 742, + "FP": 1603, + "IoU": 0.29132668479903295, + "TN": 171923, + "TP": 964, + "n_pred": 2567, + "n_ref": 1706 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 24, + "IoU": 0.0, + "TN": 175208, + "TP": 0, + "n_pred": 24, + "n_ref": 0 + }, + "9": { + "Dice": 0.8548975766941769, + "FN": 816, + "FP": 3597, + "IoU": 0.7465686556021364, + "TN": 157819, + "TP": 13000, + "n_pred": 16597, + "n_ref": 13816 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0043.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0043.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6892821649720969, + "FN": 2733, + "FP": 13525, + "IoU": 0.5258814266133971, + "TN": 316173, + "TP": 18033, + "n_pred": 31558, + "n_ref": 20766 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5852904326500147, + "FN": 8639, + "FP": 6918, + "IoU": 0.41371773129828526, + "TN": 323929, + "TP": 10978, + "n_pred": 17896, + "n_ref": 19617 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.01876675603217158, + "FN": 660, + "FP": 72, + "IoU": 0.009472259810554804, + "TN": 349725, + "TP": 7, + "n_pred": 79, + "n_ref": 667 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 151, + "IoU": 0.0, + "TN": 350313, + "TP": 0, + "n_pred": 151, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 13, + "IoU": 0.0, + "TN": 350451, + "TP": 0, + "n_pred": 13, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7753429668922627, + "FN": 3853, + "FP": 2288, + "IoU": 0.6331102879674991, + "TN": 333726, + "TP": 10597, + "n_pred": 12885, + "n_ref": 14450 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0049.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0049.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 11, + "IoU": 0.0, + "TN": 175221, + "TP": 0, + "n_pred": 11, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0034528002209792143, + "FN": 14431, + "FP": 0, + "IoU": 0.0017293857221914776, + "TN": 160776, + "TP": 25, + "n_pred": 25, + "n_ref": 14456 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.7873486047037239, + "FN": 11878, + "FP": 4117, + "IoU": 0.6492786036924966, + "TN": 129626, + "TP": 29611, + "n_pred": 33728, + "n_ref": 41489 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.849857097491267, + "FN": 3749, + "FP": 15163, + "IoU": 0.7389143519796786, + "TN": 102796, + "TP": 53524, + "n_pred": 68687, + "n_ref": 57273 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 888, + "IoU": 0.0, + "TN": 174344, + "TP": 0, + "n_pred": 888, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0050.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0050.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0052.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0052.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0054.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0054.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 10, + "FP": 0, + "IoU": 0.0, + "TN": 175222, + "TP": 0, + "n_pred": 0, + "n_ref": 10 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 6387, + "IoU": 0.0, + "TN": 168845, + "TP": 0, + "n_pred": 6387, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 175228, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.01758366420873511, + "FN": 6889, + "FP": 39, + "IoU": 0.008869814020028613, + "TN": 168242, + "TP": 62, + "n_pred": 101, + "n_ref": 6951 + }, + "6": { + "Dice": 0.044832430896490756, + "FN": 60506, + "FP": 1, + "IoU": 0.022930224296348927, + "TN": 113305, + "TP": 1420, + "n_pred": 1421, + "n_ref": 61926 + }, + "7": { + "Dice": 0.7475573280159521, + "FN": 3579, + "FP": 1485, + "IoU": 0.5968794777901608, + "TN": 162670, + "TP": 7498, + "n_pred": 8983, + "n_ref": 11077 + }, + "8": { + "Dice": 0.9403917981553472, + "FN": 1128, + "FP": 436, + "IoU": 0.8874901086252788, + "TN": 161331, + "TP": 12337, + "n_pred": 12773, + "n_ref": 13465 + }, + "9": { + "Dice": 0.0, + "FN": 1042, + "FP": 0, + "IoU": 0.0, + "TN": 174190, + "TP": 0, + "n_pred": 0, + "n_ref": 1042 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0064.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0064.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0069.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0069.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0077.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0077.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 226, + "IoU": 0.0, + "TN": 175006, + "TP": 0, + "n_pred": 226, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 167, + "IoU": 0.0, + "TN": 175065, + "TP": 0, + "n_pred": 167, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0111.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0111.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.721128013826383, + "FN": 12439, + "FP": 3858, + "IoU": 0.5638781845429244, + "TN": 313096, + "TP": 21071, + "n_pred": 24929, + "n_ref": 33510 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 365, + "IoU": 0.0, + "TN": 350099, + "TP": 0, + "n_pred": 365, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 12578, + "IoU": 0.0, + "TN": 337886, + "TP": 0, + "n_pred": 12578, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.02989799507562434, + "FN": 48373, + "FP": 1271, + "IoU": 0.01517586145331191, + "TN": 300055, + "TP": 765, + "n_pred": 2036, + "n_ref": 49138 + }, + "7": { + "Dice": 0.7127469076283093, + "FN": 8075, + "FP": 2352, + "IoU": 0.5536960150665582, + "TN": 327101, + "TP": 12936, + "n_pred": 15288, + "n_ref": 21011 + }, + "8": { + "Dice": 0.9265339387588777, + "FN": 13, + "FP": 618, + "IoU": 0.8631236442516269, + "TN": 345854, + "TP": 3979, + "n_pred": 4597, + "n_ref": 3992 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0116.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0116.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0142.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0142.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.006707053223712679, + "FN": 3832, + "FP": 5350, + "IoU": 0.0033648105937262563, + "TN": 341251, + "TP": 31, + "n_pred": 5381, + "n_ref": 3863 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1787, + "IoU": 0.0, + "TN": 348677, + "TP": 0, + "n_pred": 1787, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 1098, + "FP": 0, + "IoU": 0.0, + "TN": 349366, + "TP": 0, + "n_pred": 0, + "n_ref": 1098 + }, + "12": { + "Dice": 0.0, + "FN": 1292, + "FP": 0, + "IoU": 0.0, + "TN": 349172, + "TP": 0, + "n_pred": 0, + "n_ref": 1292 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1029, + "IoU": 0.0, + "TN": 349435, + "TP": 0, + "n_pred": 1029, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7218669206694789, + "FN": 12262, + "FP": 2, + "IoU": 0.564782284680081, + "TN": 322285, + "TP": 15915, + "n_pred": 15917, + "n_ref": 28177 + }, + "3": { + "Dice": 0.0, + "FN": 5, + "FP": 2844, + "IoU": 0.0, + "TN": 347615, + "TP": 0, + "n_pred": 2844, + "n_ref": 5 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.3207577460266495, + "FN": 4018, + "FP": 213, + "IoU": 0.19101338432122372, + "TN": 345234, + "TP": 999, + "n_pred": 1212, + "n_ref": 5017 + }, + "6": { + "Dice": 0.8726888113887142, + "FN": 18096, + "FP": 4172, + "IoU": 0.7741330168680076, + "TN": 251875, + "TP": 76321, + "n_pred": 80493, + "n_ref": 94417 + }, + "7": { + "Dice": 0.7919463087248322, + "FN": 5042, + "FP": 5157, + "IoU": 0.6555555555555556, + "TN": 320854, + "TP": 19411, + "n_pred": 24568, + "n_ref": 24453 + }, + "8": { + "Dice": 0.8510169147300316, + "FN": 645, + "FP": 4490, + "IoU": 0.7406696631483258, + "TN": 330663, + "TP": 14666, + "n_pred": 19156, + "n_ref": 15311 + }, + "9": { + "Dice": 0.8840645049419109, + "FN": 2493, + "FP": 850, + "IoU": 0.7922182857853192, + "TN": 334375, + "TP": 12746, + "n_pred": 13596, + "n_ref": 15239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0160.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0160.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 190, + "IoU": 0.0, + "TN": 175042, + "TP": 0, + "n_pred": 190, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6944617445563402, + "FN": 25983, + "FP": 18, + "IoU": 0.5319351935193519, + "TN": 119682, + "TP": 29549, + "n_pred": 29567, + "n_ref": 55532 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 10152, + "IoU": 0.0, + "TN": 165080, + "TP": 0, + "n_pred": 10152, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0173.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0173.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 2423, + "IoU": 0.0, + "TN": 172809, + "TP": 0, + "n_pred": 2423, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0186.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0186.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0212.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0212.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1299, + "IoU": 0.0, + "TN": 349165, + "TP": 0, + "n_pred": 1299, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8590215675960021, + "FN": 179, + "FP": 893, + "IoU": 0.7528815122176118, + "TN": 346126, + "TP": 3266, + "n_pred": 4159, + "n_ref": 3445 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9315607004928735, + "FN": 5246, + "FP": 1683, + "IoU": 0.8718892134748364, + "TN": 296378, + "TP": 47157, + "n_pred": 48840, + "n_ref": 52403 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3294, + "IoU": 0.0, + "TN": 347170, + "TP": 0, + "n_pred": 3294, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9266803795368589, + "FN": 7221, + "FP": 1619, + "IoU": 0.86337784371909, + "TN": 285760, + "TP": 55864, + "n_pred": 57483, + "n_ref": 63085 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 48, + "IoU": 0.0, + "TN": 350416, + "TP": 0, + "n_pred": 48, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0230.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0230.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0239.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0239.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0248.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0248.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6312199325052057, + "FN": 20519, + "FP": 25, + "IoU": 0.46115511724282643, + "TN": 312338, + "TP": 17582, + "n_pred": 17607, + "n_ref": 38101 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 60, + "IoU": 0.0, + "TN": 350404, + "TP": 0, + "n_pred": 60, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 207, + "IoU": 0.0, + "TN": 350257, + "TP": 0, + "n_pred": 207, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 18948, + "IoU": 0.0, + "TN": 331516, + "TP": 0, + "n_pred": 18948, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0263.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0263.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.32782142996755403, + "FN": 68777, + "FP": 3, + "IoU": 0.19604451094071443, + "TN": 264912, + "TP": 16772, + "n_pred": 16775, + "n_ref": 85549 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 597, + "IoU": 0.0, + "TN": 349867, + "TP": 0, + "n_pred": 597, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7078841407975062, + "FN": 1759, + "FP": 490, + "IoU": 0.547848813831926, + "TN": 345490, + "TP": 2725, + "n_pred": 3215, + "n_ref": 4484 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 17623, + "IoU": 0.0, + "TN": 332841, + "TP": 0, + "n_pred": 17623, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 278, + "IoU": 0.0, + "TN": 350186, + "TP": 0, + "n_pred": 278, + "n_ref": 0 + }, + "4": { + "Dice": 0.27262153989299837, + "FN": 18762, + "FP": 0, + "IoU": 0.15782386210611365, + "TN": 328186, + "TP": 3516, + "n_pred": 3516, + "n_ref": 22278 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.16609855502037793, + "FN": 103964, + "FP": 31078, + "IoU": 0.0905711457260036, + "TN": 201973, + "TP": 13449, + "n_pred": 44527, + "n_ref": 117413 + }, + "7": { + "Dice": 0.0, + "FN": 2123, + "FP": 11649, + "IoU": 0.0, + "TN": 336692, + "TP": 0, + "n_pred": 11649, + "n_ref": 2123 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0035576638007708272, + "FN": 3322, + "FP": 39, + "IoU": 0.001782001782001782, + "TN": 347097, + "TP": 6, + "n_pred": 45, + "n_ref": 3328 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0317.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0317.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9549141630901288, + "FN": 754, + "FP": 3448, + "IoU": 0.9137184041395454, + "TN": 301763, + "TP": 44499, + "n_pred": 47947, + "n_ref": 45253 + }, + "10": { + "Dice": 0.07052896725440806, + "FN": 362, + "FP": 7, + "IoU": 0.03655352480417755, + "TN": 350081, + "TP": 14, + "n_pred": 21, + "n_ref": 376 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9305243769066943, + "FN": 2515, + "FP": 3520, + "IoU": 0.8700753498385361, + "TN": 304014, + "TP": 40415, + "n_pred": 43935, + "n_ref": 42930 + }, + "15": { + "Dice": 0.5728336912100852, + "FN": 1270, + "FP": 4897, + "IoU": 0.40137837313143077, + "TN": 340162, + "TP": 4135, + "n_pred": 9032, + "n_ref": 5405 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1362, + "IoU": 0.0, + "TN": 349102, + "TP": 0, + "n_pred": 1362, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.8014311270125224, + "FN": 110, + "FP": 1, + "IoU": 0.6686567164179105, + "TN": 350129, + "TP": 224, + "n_pred": 225, + "n_ref": 334 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 76, + "IoU": 0.0, + "TN": 350388, + "TP": 0, + "n_pred": 76, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0321.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0321.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0350.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0350.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.687442713107241, + "FN": 280, + "FP": 402, + "IoU": 0.5237430167597765, + "TN": 349032, + "TP": 750, + "n_pred": 1152, + "n_ref": 1030 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7983720090589819, + "FN": 2614, + "FP": 3529, + "IoU": 0.6644086315214423, + "TN": 332159, + "TP": 12162, + "n_pred": 15691, + "n_ref": 14776 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.10435402012287419, + "FN": 2122, + "FP": 7937, + "IoU": 0.055049318929074685, + "TN": 339819, + "TP": 586, + "n_pred": 8523, + "n_ref": 2708 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9694903501675719, + "FN": 2839, + "FP": 2441, + "IoU": 0.940787260289335, + "TN": 261294, + "TP": 83890, + "n_pred": 86331, + "n_ref": 86729 + }, + "7": { + "Dice": 0.7143916913946587, + "FN": 1460, + "FP": 80, + "IoU": 0.5556837853433353, + "TN": 346998, + "TP": 1926, + "n_pred": 2006, + "n_ref": 3386 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.2898009950248756, + "FN": 943, + "FP": 199, + "IoU": 0.16945454545454544, + "TN": 349089, + "TP": 233, + "n_pred": 432, + "n_ref": 1176 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0392.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2961751/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0392.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": NaN, + "FN": 1240.9426666666666, + "FP": 833.7702222222222, + "IoU": NaN, + "TN": 228962.0297777778, + "TP": 2605.9240000000004, + "n_pred": 3439.694222222222, + "n_ref": 3846.8666666666663 + }, + "mean": { + "1": { + "Dice": 0.46156711719612653, + "FN": 1116.3, + "FP": 804.6066666666668, + "IoU": 0.4014951385825107, + "TN": 228723.86666666664, + "TP": 2997.893333333333, + "n_pred": 3802.5, + "n_ref": 4114.193333333334 + }, + "10": { + "Dice": 0.3209019257692104, + "FN": 1334.24, + "FP": 959.0133333333335, + "IoU": 0.2451694912552222, + "TN": 229810.46000000002, + "TP": 1538.9533333333334, + "n_pred": 2497.9666666666667, + "n_ref": 2873.1933333333336 + }, + "11": { + "Dice": NaN, + "FN": 108.14666666666668, + "FP": 0.0, + "IoU": NaN, + "TN": 233534.52000000002, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 108.14666666666668 + }, + "12": { + "Dice": 0.10004275245906728, + "FN": 188.44666666666666, + "FP": 19.42666666666667, + "IoU": 0.06975719737017148, + "TN": 233390.1, + "TP": 44.69333333333333, + "n_pred": 64.12, + "n_ref": 233.14000000000001 + }, + "13": { + "Dice": 0.2809400907207652, + "FN": 1491.98, + "FP": 745.9133333333334, + "IoU": 0.2078848095045545, + "TN": 230345.27333333335, + "TP": 1059.5, + "n_pred": 1805.4133333333332, + "n_ref": 2551.4800000000005 + }, + "14": { + "Dice": 0.5007963538701548, + "FN": 1981.3266666666666, + "FP": 904.0200000000001, + "IoU": 0.4247321353221972, + "TN": 227526.60666666663, + "TP": 3230.7133333333336, + "n_pred": 4134.733333333333, + "n_ref": 5212.04 + }, + "15": { + "Dice": NaN, + "FN": 1135.6733333333334, + "FP": 243.73999999999995, + "IoU": NaN, + "TN": 231706.47999999998, + "TP": 556.7733333333333, + "n_pred": 800.5133333333333, + "n_ref": 1692.4466666666663 + }, + "2": { + "Dice": 0.32255225934301374, + "FN": 906.2333333333332, + "FP": 1309.98, + "IoU": 0.2709951672993685, + "TN": 228955.85333333336, + "TP": 2470.6, + "n_pred": 3780.5800000000004, + "n_ref": 3376.8333333333335 + }, + "3": { + "Dice": 0.32167527192438333, + "FN": 1847.6533333333332, + "FP": 1142.8799999999999, + "IoU": 0.28340052810829314, + "TN": 227477.90666666668, + "TP": 3174.2266666666665, + "n_pred": 4317.106666666667, + "n_ref": 5021.88 + }, + "4": { + "Dice": 0.31051687529072886, + "FN": 448.82, + "FP": 364.24666666666667, + "IoU": 0.24933876535749003, + "TN": 231952.11333333334, + "TP": 877.4866666666667, + "n_pred": 1241.7333333333331, + "n_ref": 1326.3066666666666 + }, + "5": { + "Dice": 0.060372645056242034, + "FN": 387.6333333333333, + "FP": 14.780000000000001, + "IoU": 0.03528768289145008, + "TN": 233225.17333333334, + "TP": 15.080000000000002, + "n_pred": 29.860000000000003, + "n_ref": 402.71333333333337 + }, + "6": { + "Dice": 0.502294041785882, + "FN": 3382.66, + "FP": 3549.0133333333333, + "IoU": 0.4531449058218147, + "TN": 211718.87333333335, + "TP": 14992.12, + "n_pred": 18541.133333333335, + "n_ref": 18374.78 + }, + "7": { + "Dice": 0.38026376667994166, + "FN": 2544.3799999999997, + "FP": 1425.4133333333334, + "IoU": 0.3222299774130827, + "TN": 225490.13999999998, + "TP": 4182.733333333334, + "n_pred": 5608.146666666666, + "n_ref": 6727.113333333333 + }, + "8": { + "Dice": 0.680510186630538, + "FN": 693.7733333333333, + "FP": 475.64000000000004, + "IoU": 0.605454617380375, + "TN": 230193.32666666666, + "TP": 2279.9266666666663, + "n_pred": 2755.566666666667, + "n_ref": 2973.7 + }, + "9": { + "Dice": 0.4676395442057342, + "FN": 1046.8733333333334, + "FP": 547.88, + "IoU": 0.3697686881302578, + "TN": 230379.75333333333, + "TP": 1668.1599999999999, + "n_pred": 2216.04, + "n_ref": 2715.0333333333333 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/loop_001/summary.json b/nnActive_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/loop_001/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d10d235c86da98fba8398bb6590879aa409cd5bd --- /dev/null +++ b/nnActive_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/loop_001/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.6841796205547918, + "FN": 28197.760000000002, + "FP": 25944.31866666667, + "IoU": 0.5821971786742414, + "TN": 96244425.99066664, + "TP": 158392.77066666668, + "n_pred": 184337.08933333334, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.8848066078932885, + "FN": 21798.06, + "FP": 17317.48, + "IoU": 0.8169098616254544, + "TN": 96245355.22, + "TP": 172490.08, + "n_pred": 189807.56, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.6572121589926211, + "FN": 24282.92, + "FP": 21167.52, + "IoU": 0.5187463776496378, + "TN": 96361570.76, + "TP": 49939.64, + "n_pred": 71107.16, + "n_ref": 74222.56 + }, + "11": { + "Dice": 0.0, + "FN": 3700.38, + "FP": 0.0, + "IoU": 0.0, + "TN": 96453260.46, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 3700.38 + }, + "12": { + "Dice": 0.5587261035265145, + "FN": 2203.34, + "FP": 764.08, + "IoU": 0.40566417390571374, + "TN": 96451960.1, + "TP": 2033.32, + "n_pred": 2797.4, + "n_ref": 4236.66 + }, + "13": { + "Dice": 0.5759703492703868, + "FN": 27092.12, + "FP": 14929.36, + "IoU": 0.42505245223371424, + "TN": 96384173.34, + "TP": 30766.02, + "n_pred": 45695.38, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.7187084358471565, + "FN": 35748.32, + "FP": 40897.1, + "IoU": 0.6114470903803152, + "TN": 96277705.6, + "TP": 102609.82, + "n_pred": 143506.92, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.5266915093883681, + "FN": 22181.86, + "FP": 13978.0, + "IoU": 0.40891944462835517, + "TN": 96388935.8, + "TP": 31865.18, + "n_pred": 45843.18, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.8619841125518442, + "FN": 29559.18, + "FP": 8227.18, + "IoU": 0.7784138720371031, + "TN": 96291891.96, + "TP": 127282.52, + "n_pred": 135509.7, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.8860530983409143, + "FN": 14183.86, + "FP": 25032.14, + "IoU": 0.8070112830538004, + "TN": 96268526.12, + "TP": 149218.72, + "n_pred": 174250.86, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.6472462896880757, + "FN": 8110.92, + "FP": 6463.26, + "IoU": 0.5430889505937307, + "TN": 96423920.08, + "TP": 18466.58, + "n_pred": 24929.84, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.5805482663845267, + "FN": 9125.0, + "FP": 2263.08, + "IoU": 0.434340347126178, + "TN": 96437545.6, + "TP": 8027.16, + "n_pred": 10290.24, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.9220536368602917, + "FN": 77132.8, + "FP": 155735.66, + "IoU": 0.8618337200313612, + "TN": 94942001.56, + "TP": 1282090.82, + "n_pred": 1437826.48, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.7187628730448093, + "FN": 110565.54, + "FP": 61954.84, + "IoU": 0.5887003659713258, + "TN": 96056081.34, + "TP": 228359.12, + "n_pred": 290313.96, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.8871428980110839, + "FN": 24847.8, + "FP": 9412.88, + "IoU": 0.804727262427616, + "TN": 96315178.78, + "TP": 107521.38, + "n_pred": 116934.26, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.8367879685219947, + "FN": 12434.3, + "FP": 11022.2, + "IoU": 0.7281024784493166, + "TN": 96368283.14, + "TP": 65221.2, + "n_pred": 76243.4, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.8996710352341362, + "FN": 7636, + "FP": 11334, + "IoU": 0.817638237329847, + "TN": 119489296, + "TP": 85054, + "n_pred": 96388, + "n_ref": 92690 + }, + "10": { + "Dice": 0.6583038531408356, + "FN": 23696, + "FP": 29911, + "IoU": 0.4906504760275925, + "TN": 119488074, + "TP": 51639, + "n_pred": 81550, + "n_ref": 75335 + }, + "11": { + "Dice": 0.0, + "FN": 3546, + "FP": 0, + "IoU": 0.0, + "TN": 119589774, + "TP": 0, + "n_pred": 0, + "n_ref": 3546 + }, + "12": { + "Dice": 0.6816628073657515, + "FN": 1374, + "FP": 1513, + "IoU": 0.5170625627300101, + "TN": 119587342, + "TP": 3091, + "n_pred": 4604, + "n_ref": 4465 + }, + "13": { + "Dice": 0.46898468508771096, + "FN": 28121, + "FP": 27668, + "IoU": 0.30632266086415916, + "TN": 119512895, + "TP": 24636, + "n_pred": 52304, + "n_ref": 52757 + }, + "14": { + "Dice": 0.3942326583642298, + "FN": 185281, + "FP": 5881, + "IoU": 0.2455104473370539, + "TN": 119339954, + "TP": 62204, + "n_pred": 68085, + "n_ref": 247485 + }, + "15": { + "Dice": 0.0017183684543727955, + "FN": 32711, + "FP": 143897, + "IoU": 0.0008599230595157276, + "TN": 119416560, + "TP": 152, + "n_pred": 144049, + "n_ref": 32863 + }, + "2": { + "Dice": 0.952920941651513, + "FN": 5336, + "FP": 8049, + "IoU": 0.9100754465995283, + "TN": 119444473, + "TP": 135462, + "n_pred": 143511, + "n_ref": 140798 + }, + "3": { + "Dice": 0.9436812747149146, + "FN": 8221, + "FP": 11134, + "IoU": 0.893367931596809, + "TN": 119411808, + "TP": 162157, + "n_pred": 173291, + "n_ref": 170378 + }, + "4": { + "Dice": 0.6967117700963436, + "FN": 35508, + "FP": 1229, + "IoU": 0.5345799602194266, + "TN": 119514387, + "TP": 42196, + "n_pred": 43425, + "n_ref": 77704 + }, + "5": { + "Dice": 0.13907624541689087, + "FN": 58707, + "FP": 10092, + "IoU": 0.07473505836785195, + "TN": 119518964, + "TP": 5557, + "n_pred": 15649, + "n_ref": 64264 + }, + "6": { + "Dice": 0.9491322927235532, + "FN": 33184, + "FP": 89948, + "IoU": 0.9031891323251685, + "TN": 118321438, + "TP": 1148750, + "n_pred": 1238698, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 157710, + "IoU": 0.0, + "TN": 119435610, + "TP": 0, + "n_pred": 157710, + "n_ref": 0 + }, + "8": { + "Dice": 0.692391882920761, + "FN": 112849, + "FP": 41450, + "IoU": 0.529510236191661, + "TN": 119265366, + "TP": 173655, + "n_pred": 215105, + "n_ref": 286504 + }, + "9": { + "Dice": 0.8098494216920056, + "FN": 20869, + "FP": 5271, + "IoU": 0.6804596296069922, + "TN": 119511515, + "TP": 55665, + "n_pred": 60936, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9374258382819733, + "FN": 15944, + "FP": 7101, + "IoU": 0.8822215634966064, + "TN": 72629996, + "TP": 172619, + "n_pred": 179720, + "n_ref": 188563 + }, + "10": { + "Dice": 0.6403201358151943, + "FN": 15647, + "FP": 43675, + "IoU": 0.47093448441931396, + "TN": 72713534, + "TP": 52804, + "n_pred": 96479, + "n_ref": 68451 + }, + "11": { + "Dice": 0.0, + "FN": 2247, + "FP": 0, + "IoU": 0.0, + "TN": 72823413, + "TP": 0, + "n_pred": 0, + "n_ref": 2247 + }, + "12": { + "Dice": 0.6342265329607102, + "FN": 945, + "FP": 1280, + "IoU": 0.46437168993740974, + "TN": 72821506, + "TP": 1929, + "n_pred": 3209, + "n_ref": 2874 + }, + "13": { + "Dice": 0.6360951188986232, + "FN": 18418, + "FP": 17927, + "IoU": 0.4663779180737043, + "TN": 72757550, + "TP": 31765, + "n_pred": 49692, + "n_ref": 50183 + }, + "14": { + "Dice": 0.8519553769747186, + "FN": 8614, + "FP": 15114, + "IoU": 0.7420925632051477, + "TN": 72733658, + "TP": 68274, + "n_pred": 83388, + "n_ref": 76888 + }, + "15": { + "Dice": 0.6834767470068639, + "FN": 18533, + "FP": 3648, + "IoU": 0.5191528105963711, + "TN": 72779531, + "TP": 23948, + "n_pred": 27596, + "n_ref": 42481 + }, + "2": { + "Dice": 0.9585984641727544, + "FN": 7641, + "FP": 3433, + "IoU": 0.9204888135787932, + "TN": 72686384, + "TP": 128202, + "n_pred": 131635, + "n_ref": 135843 + }, + "3": { + "Dice": 0.959717479952393, + "FN": 4176, + "FP": 6147, + "IoU": 0.9225546536228187, + "TN": 72692366, + "TP": 122971, + "n_pred": 129118, + "n_ref": 127147 + }, + "4": { + "Dice": 0.8326364560967341, + "FN": 4906, + "FP": 3980, + "IoU": 0.7132623426911907, + "TN": 72794670, + "TP": 22104, + "n_pred": 26084, + "n_ref": 27010 + }, + "5": { + "Dice": 0.5717216348429857, + "FN": 5016, + "FP": 412, + "IoU": 0.40028726107612417, + "TN": 72816609, + "TP": 3623, + "n_pred": 4035, + "n_ref": 8639 + }, + "6": { + "Dice": 0.9405170253566358, + "FN": 57411, + "FP": 88100, + "IoU": 0.8877132033888757, + "TN": 71529773, + "TP": 1150376, + "n_pred": 1238476, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.7882563475281835, + "FN": 69076, + "FP": 22151, + "IoU": 0.6505141132121732, + "TN": 72564628, + "TP": 169805, + "n_pred": 191956, + "n_ref": 238881 + }, + "8": { + "Dice": 0.9258523610487409, + "FN": 4589, + "FP": 3997, + "IoU": 0.8619414384718046, + "TN": 72763469, + "TP": 53605, + "n_pred": 57602, + "n_ref": 58194 + }, + "9": { + "Dice": 0.8439301792907353, + "FN": 13875, + "FP": 9837, + "IoU": 0.7299993167998907, + "TN": 72737838, + "TP": 64110, + "n_pred": 73947, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9614825836153945, + "FN": 13189, + "FP": 6589, + "IoU": 0.9258223005663279, + "TN": 71542858, + "TP": 246852, + "n_pred": 253441, + "n_ref": 260041 + }, + "10": { + "Dice": 0.8187699162460168, + "FN": 21132, + "FP": 11001, + "IoU": 0.6931502401665409, + "TN": 71704769, + "TP": 72586, + "n_pred": 83587, + "n_ref": 93718 + }, + "11": { + "Dice": 0.0, + "FN": 3369, + "FP": 0, + "IoU": 0.0, + "TN": 71806119, + "TP": 0, + "n_pred": 0, + "n_ref": 3369 + }, + "12": { + "Dice": 0.5258215962441315, + "FN": 3765, + "FP": 1184, + "IoU": 0.35668789808917195, + "TN": 71801795, + "TP": 2744, + "n_pred": 3928, + "n_ref": 6509 + }, + "13": { + "Dice": 0.6268563266743626, + "FN": 31863, + "FP": 6279, + "IoU": 0.45651182673126245, + "TN": 71739308, + "TP": 32038, + "n_pred": 38317, + "n_ref": 63901 + }, + "14": { + "Dice": 0.8012898852864757, + "FN": 171063, + "FP": 3078, + "IoU": 0.6684601017802985, + "TN": 71284239, + "TP": 351108, + "n_pred": 354186, + "n_ref": 522171 + }, + "15": { + "Dice": 0.48702693423658416, + "FN": 122502, + "FP": 17, + "IoU": 0.3219005977418641, + "TN": 71628808, + "TP": 58161, + "n_pred": 58178, + "n_ref": 180663 + }, + "2": { + "Dice": 0.9143606668359143, + "FN": 17214, + "FP": 7074, + "IoU": 0.8422324421233144, + "TN": 71655540, + "TP": 129660, + "n_pred": 136734, + "n_ref": 146874 + }, + "3": { + "Dice": 0.9251407977136132, + "FN": 8900, + "FP": 19598, + "IoU": 0.8607088219049528, + "TN": 71604895, + "TP": 176095, + "n_pred": 195693, + "n_ref": 184995 + }, + "4": { + "Dice": 0.7286251661622876, + "FN": 1094, + "FP": 8501, + "IoU": 0.5731001957643709, + "TN": 71787012, + "TP": 12881, + "n_pred": 21382, + "n_ref": 13975 + }, + "5": { + "Dice": 0.7652423911965897, + "FN": 2624, + "FP": 2112, + "IoU": 0.6197511039743075, + "TN": 71797033, + "TP": 7719, + "n_pred": 9831, + "n_ref": 10343 + }, + "6": { + "Dice": 0.9663760826890173, + "FN": 40380, + "FP": 43669, + "IoU": 0.934939745979453, + "TN": 70517624, + "TP": 1207815, + "n_pred": 1251484, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.8964469836621388, + "FN": 29435, + "FP": 18089, + "IoU": 0.8123279719147491, + "TN": 71556259, + "TP": 205705, + "n_pred": 223794, + "n_ref": 235140 + }, + "8": { + "Dice": 0.9300072626227541, + "FN": 7604, + "FP": 3479, + "IoU": 0.8691715655027504, + "TN": 71724774, + "TP": 73631, + "n_pred": 77110, + "n_ref": 81235 + }, + "9": { + "Dice": 0.8680605876440476, + "FN": 13883, + "FP": 8695, + "IoU": 0.7668790203508482, + "TN": 71712637, + "TP": 74273, + "n_pred": 82968, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9598208235554255, + "FN": 12348, + "FP": 4551, + "IoU": 0.9227456627580058, + "TN": 135226765, + "TP": 201846, + "n_pred": 206397, + "n_ref": 214194 + }, + "10": { + "Dice": 0.781862425069737, + "FN": 19267, + "FP": 17487, + "IoU": 0.6418506752937967, + "TN": 135342888, + "TP": 65868, + "n_pred": 83355, + "n_ref": 85135 + }, + "11": { + "Dice": 0.0, + "FN": 3547, + "FP": 0, + "IoU": 0.0, + "TN": 135441963, + "TP": 0, + "n_pred": 0, + "n_ref": 3547 + }, + "12": { + "Dice": 0.2805391743892165, + "FN": 4509, + "FP": 615, + "IoU": 0.16315531602155806, + "TN": 135439387, + "TP": 999, + "n_pred": 1614, + "n_ref": 5508 + }, + "13": { + "Dice": 0.7206098893269368, + "FN": 10231, + "FP": 13297, + "IoU": 0.563244848709857, + "TN": 135391640, + "TP": 30342, + "n_pred": 43639, + "n_ref": 40573 + }, + "14": { + "Dice": 0.9026590208762729, + "FN": 10316, + "FP": 18304, + "IoU": 0.8225875439346884, + "TN": 135284191, + "TP": 132699, + "n_pred": 151003, + "n_ref": 143015 + }, + "15": { + "Dice": 0.44353421472409227, + "FN": 34894, + "FP": 6270, + "IoU": 0.2849623929545415, + "TN": 135387941, + "TP": 16405, + "n_pred": 22675, + "n_ref": 51299 + }, + "2": { + "Dice": 0.912389276353249, + "FN": 19653, + "FP": 16814, + "IoU": 0.8388932331358542, + "TN": 135219157, + "TP": 189886, + "n_pred": 206700, + "n_ref": 209539 + }, + "3": { + "Dice": 0.8888034603283915, + "FN": 38436, + "FP": 8712, + "IoU": 0.7998616163717172, + "TN": 135209933, + "TP": 188429, + "n_pred": 197141, + "n_ref": 226865 + }, + "4": { + "Dice": 0.8113150329334416, + "FN": 3399, + "FP": 12156, + "IoU": 0.6825315835663408, + "TN": 135396513, + "TP": 33442, + "n_pred": 45598, + "n_ref": 36841 + }, + "5": { + "Dice": 0.5221668052091992, + "FN": 16737, + "FP": 3957, + "IoU": 0.35333270835286396, + "TN": 135413509, + "TP": 11307, + "n_pred": 15264, + "n_ref": 28044 + }, + "6": { + "Dice": 0.9585571898782592, + "FN": 48415, + "FP": 91143, + "IoU": 0.9204127010740105, + "TN": 133691989, + "TP": 1613963, + "n_pred": 1705106, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.7137562187981377, + "FN": 33552, + "FP": 99126, + "IoU": 0.5549151951049326, + "TN": 135147414, + "TP": 165418, + "n_pred": 264544, + "n_ref": 198970 + }, + "8": { + "Dice": 0.7042759005062511, + "FN": 122829, + "FP": 17249, + "IoU": 0.5435384745729573, + "TN": 135138632, + "TP": 166800, + "n_pred": 184049, + "n_ref": 289629 + }, + "9": { + "Dice": 0.8372886512800451, + "FN": 20980, + "FP": 8968, + "IoU": 0.7201173809835331, + "TN": 135338508, + "TP": 77054, + "n_pred": 86022, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8953147475725035, + "FN": 19384, + "FP": 35999, + "IoU": 0.8104704445045224, + "TN": 105461792, + "TP": 236830, + "n_pred": 272829, + "n_ref": 256214 + }, + "10": { + "Dice": 0.27448723168283473, + "FN": 40933, + "FP": 62425, + "IoU": 0.15907574648116507, + "TN": 105631095, + "TP": 19552, + "n_pred": 81977, + "n_ref": 60485 + }, + "11": { + "Dice": 0.0, + "FN": 2469, + "FP": 0, + "IoU": 0.0, + "TN": 105751536, + "TP": 0, + "n_pred": 0, + "n_ref": 2469 + }, + "12": { + "Dice": 0.5133084737045133, + "FN": 2408, + "FP": 1377, + "IoU": 0.34526898460473965, + "TN": 105748224, + "TP": 1996, + "n_pred": 3373, + "n_ref": 4404 + }, + "13": { + "Dice": 0.45821303868071406, + "FN": 50588, + "FP": 21098, + "IoU": 0.2971960784313725, + "TN": 105652005, + "TP": 30314, + "n_pred": 51412, + "n_ref": 80902 + }, + "14": { + "Dice": 0.9335024922631023, + "FN": 21045, + "FP": 4009, + "IoU": 0.8752973968443581, + "TN": 105553095, + "TP": 175856, + "n_pred": 179865, + "n_ref": 196901 + }, + "15": { + "Dice": 0.6362123520450017, + "FN": 14360, + "FP": 1161, + "IoU": 0.4665039700271543, + "TN": 105724912, + "TP": 13572, + "n_pred": 14733, + "n_ref": 27932 + }, + "2": { + "Dice": 0.916369005909919, + "FN": 18844, + "FP": 5623, + "IoU": 0.8456467292903421, + "TN": 105595492, + "TP": 134046, + "n_pred": 139669, + "n_ref": 152890 + }, + "3": { + "Dice": 0.8598910907585827, + "FN": 8892, + "FP": 44085, + "IoU": 0.7542183766730846, + "TN": 105538460, + "TP": 162568, + "n_pred": 206653, + "n_ref": 171460 + }, + "4": { + "Dice": 0.5726799042388396, + "FN": 20521, + "FP": 9823, + "IoU": 0.4012273812577698, + "TN": 105703328, + "TP": 20333, + "n_pred": 30156, + "n_ref": 40854 + }, + "5": { + "Dice": 0.6413038664245538, + "FN": 5125, + "FP": 2974, + "IoU": 0.47199947845361495, + "TN": 105738666, + "TP": 7240, + "n_pred": 10214, + "n_ref": 12365 + }, + "6": { + "Dice": 0.9409321517785255, + "FN": 78113, + "FP": 105003, + "IoU": 0.8884531367453579, + "TN": 104112399, + "TP": 1458490, + "n_pred": 1563493, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.7400210169528312, + "FN": 63808, + "FP": 79931, + "IoU": 0.5873280641262313, + "TN": 105405692, + "TP": 204574, + "n_pred": 284505, + "n_ref": 268382 + }, + "8": { + "Dice": 0.9025626098299859, + "FN": 4949, + "FP": 13127, + "IoU": 0.8224274276732649, + "TN": 105652210, + "TP": 83719, + "n_pred": 96846, + "n_ref": 88668 + }, + "9": { + "Dice": 0.7971918143805413, + "FN": 15419, + "FP": 14798, + "IoU": 0.662775514759221, + "TN": 105664400, + "TP": 59388, + "n_pred": 74186, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9600030297714914, + "FN": 12442, + "FP": 7624, + "IoU": 0.9230825254813572, + "TN": 96877003, + "TP": 240811, + "n_pred": 248435, + "n_ref": 253253 + }, + "10": { + "Dice": 0.8318533842781289, + "FN": 11446, + "FP": 29437, + "IoU": 0.7121138503355374, + "TN": 96995869, + "TP": 101128, + "n_pred": 130565, + "n_ref": 112574 + }, + "11": { + "Dice": 0.0, + "FN": 3561, + "FP": 0, + "IoU": 0.0, + "TN": 97134319, + "TP": 0, + "n_pred": 0, + "n_ref": 3561 + }, + "12": { + "Dice": 0.7024447031431897, + "FN": 1501, + "FP": 1055, + "IoU": 0.5413601291943299, + "TN": 97132307, + "TP": 3017, + "n_pred": 4072, + "n_ref": 4518 + }, + "13": { + "Dice": 0.7375544803870606, + "FN": 13006, + "FP": 13248, + "IoU": 0.5842267796341754, + "TN": 97074735, + "TP": 36891, + "n_pred": 50139, + "n_ref": 49897 + }, + "14": { + "Dice": 0.8904860780520415, + "FN": 44673, + "FP": 9388, + "IoU": 0.8025911711757768, + "TN": 96864027, + "TP": 219792, + "n_pred": 229180, + "n_ref": 264465 + }, + "15": { + "Dice": 0.0, + "FN": 22372, + "FP": 489, + "IoU": 0.0, + "TN": 97115019, + "TP": 0, + "n_pred": 489, + "n_ref": 22372 + }, + "2": { + "Dice": 0.9323543161597198, + "FN": 12358, + "FP": 5874, + "IoU": 0.8732806494436219, + "TN": 96994003, + "TP": 125645, + "n_pred": 131519, + "n_ref": 138003 + }, + "3": { + "Dice": 0.9385353720563147, + "FN": 11303, + "FP": 7972, + "IoU": 0.8841890227416108, + "TN": 96971445, + "TP": 147160, + "n_pred": 155132, + "n_ref": 158463 + }, + "4": { + "Dice": 0.9040887726614129, + "FN": 1913, + "FP": 3515, + "IoU": 0.8249653348811712, + "TN": 97106869, + "TP": 25583, + "n_pred": 29098, + "n_ref": 27496 + }, + "5": { + "Dice": 0.7854217854217854, + "FN": 4084, + "FP": 1680, + "IoU": 0.6466621712744437, + "TN": 97121567, + "TP": 10549, + "n_pred": 12229, + "n_ref": 14633 + }, + "6": { + "Dice": 0.9060242028006977, + "FN": 43722, + "FP": 258449, + "IoU": 0.8281940104344345, + "TN": 95379088, + "TP": 1456621, + "n_pred": 1715070, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.9157800136758816, + "FN": 19879, + "FP": 23229, + "IoU": 0.8446440991930921, + "TN": 96860401, + "TP": 234371, + "n_pred": 257600, + "n_ref": 254250 + }, + "8": { + "Dice": 0.9261464673270856, + "FN": 8528, + "FP": 10535, + "IoU": 0.8624513857321182, + "TN": 96999289, + "TP": 119528, + "n_pred": 130063, + "n_ref": 128056 + }, + "9": { + "Dice": 0.7993074500233193, + "FN": 6025, + "FP": 25388, + "IoU": 0.6657053465009365, + "TN": 97043912, + "TP": 62555, + "n_pred": 87943, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.963559574565626, + "FN": 5364, + "FP": 7354, + "IoU": 0.9296815821920459, + "TN": 130585929, + "TP": 168145, + "n_pred": 175499, + "n_ref": 173509 + }, + "10": { + "Dice": 0.7760618244216486, + "FN": 15288, + "FP": 20470, + "IoU": 0.6340694651957675, + "TN": 130669074, + "TP": 61960, + "n_pred": 82430, + "n_ref": 77248 + }, + "11": { + "Dice": 0.0, + "FN": 4049, + "FP": 0, + "IoU": 0.0, + "TN": 130762743, + "TP": 0, + "n_pred": 0, + "n_ref": 4049 + }, + "12": { + "Dice": 0.5985941546429893, + "FN": 1710, + "FP": 460, + "IoU": 0.42713833157338965, + "TN": 130763004, + "TP": 1618, + "n_pred": 2078, + "n_ref": 3328 + }, + "13": { + "Dice": 0.6379598662207357, + "FN": 24743, + "FP": 16825, + "IoU": 0.46838551258440764, + "TN": 130688600, + "TP": 36624, + "n_pred": 53449, + "n_ref": 61367 + }, + "14": { + "Dice": 0.944374782738243, + "FN": 7292, + "FP": 10630, + "IoU": 0.8946118066295419, + "TN": 130596735, + "TP": 152135, + "n_pred": 162765, + "n_ref": 159427 + }, + "15": { + "Dice": 0.45512114084576544, + "FN": 14955, + "FP": 18172, + "IoU": 0.2945998892721775, + "TN": 130719830, + "TP": 13835, + "n_pred": 32007, + "n_ref": 28790 + }, + "2": { + "Dice": 0.9273310434793015, + "FN": 11361, + "FP": 12927, + "IoU": 0.8645081391067623, + "TN": 130587534, + "TP": 154970, + "n_pred": 167897, + "n_ref": 166331 + }, + "3": { + "Dice": 0.9230722444560682, + "FN": 14285, + "FP": 11011, + "IoU": 0.8571347889439858, + "TN": 130589730, + "TP": 151766, + "n_pred": 162777, + "n_ref": 166051 + }, + "4": { + "Dice": 0.6950121026943376, + "FN": 12421, + "FP": 2951, + "IoU": 0.5325812631130842, + "TN": 130733905, + "TP": 17515, + "n_pred": 20466, + "n_ref": 29936 + }, + "5": { + "Dice": 0.6771535068221455, + "FN": 11507, + "FP": 7375, + "IoU": 0.5118912211767139, + "TN": 130728108, + "TP": 19802, + "n_pred": 27177, + "n_ref": 31309 + }, + "6": { + "Dice": 0.9597124576273997, + "FN": 34627, + "FP": 74726, + "IoU": 0.9225453718676359, + "TN": 129354959, + "TP": 1302480, + "n_pred": 1377206, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.9234976368839742, + "FN": 35412, + "FP": 32540, + "IoU": 0.8578686573532764, + "TN": 130288699, + "TP": 410141, + "n_pred": 442681, + "n_ref": 445553 + }, + "8": { + "Dice": 0.907086121946429, + "FN": 15464, + "FP": 28531, + "IoU": 0.8299703573733618, + "TN": 130508043, + "TP": 214754, + "n_pred": 243285, + "n_ref": 230218 + }, + "9": { + "Dice": 0.8793154619675941, + "FN": 14629, + "FP": 9362, + "IoU": 0.784623533319568, + "TN": 130655401, + "TP": 87400, + "n_pred": 96762, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7420170274704689, + "FN": 28538, + "FP": 91276, + "IoU": 0.589846638367794, + "TN": 71943888, + "TP": 172306, + "n_pred": 263582, + "n_ref": 200844 + }, + "10": { + "Dice": 0.3294024075008795, + "FN": 41127, + "FP": 46559, + "IoU": 0.19717639303437037, + "TN": 72126786, + "TP": 21536, + "n_pred": 68095, + "n_ref": 62663 + }, + "11": { + "Dice": 0.0, + "FN": 2687, + "FP": 0, + "IoU": 0.0, + "TN": 72233321, + "TP": 0, + "n_pred": 0, + "n_ref": 2687 + }, + "12": { + "Dice": 0.5323716297441181, + "FN": 2521, + "FP": 202, + "IoU": 0.3627428036508308, + "TN": 72231735, + "TP": 1550, + "n_pred": 1752, + "n_ref": 4071 + }, + "13": { + "Dice": 0.3930222916733106, + "FN": 51952, + "FP": 5147, + "IoU": 0.24457233578090892, + "TN": 72160423, + "TP": 18486, + "n_pred": 23633, + "n_ref": 70438 + }, + "14": { + "Dice": 0.16647144408929376, + "FN": 15149, + "FP": 572637, + "IoU": 0.09079293777707655, + "TN": 71589526, + "TP": 58696, + "n_pred": 631333, + "n_ref": 73845 + }, + "15": { + "Dice": 0.20272840986084328, + "FN": 12757, + "FP": 109621, + "IoU": 0.11279787149205797, + "TN": 72098071, + "TP": 15559, + "n_pred": 125180, + "n_ref": 28316 + }, + "2": { + "Dice": 0.5855237629498907, + "FN": 72218, + "FP": 5757, + "IoU": 0.41395093647596426, + "TN": 72102956, + "TP": 55077, + "n_pred": 60834, + "n_ref": 127295 + }, + "3": { + "Dice": 0.7833755424708586, + "FN": 7862, + "FP": 80839, + "IoU": 0.6438926470883434, + "TN": 71986923, + "TP": 160384, + "n_pred": 241223, + "n_ref": 168246 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 16160, + "IoU": 0.0, + "TN": 72219848, + "TP": 0, + "n_pred": 16160, + "n_ref": 0 + }, + "5": { + "Dice": 0.8174800796812749, + "FN": 1661, + "FP": 1271, + "IoU": 0.6913034323015371, + "TN": 72226510, + "TP": 6566, + "n_pred": 7837, + "n_ref": 8227 + }, + "6": { + "Dice": 0.7675676210347718, + "FN": 192610, + "FP": 606334, + "IoU": 0.6228070879468739, + "TN": 70117877, + "TP": 1319187, + "n_pred": 1925521, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.4850087389729001, + "FN": 139879, + "FP": 283536, + "IoU": 0.3201396281613431, + "TN": 71613211, + "TP": 199382, + "n_pred": 482918, + "n_ref": 339261 + }, + "8": { + "Dice": 0.9267245249139608, + "FN": 5646, + "FP": 4148, + "IoU": 0.8634544871526761, + "TN": 72164281, + "TP": 61933, + "n_pred": 66081, + "n_ref": 67579 + }, + "9": { + "Dice": 0.49084540103282653, + "FN": 29232, + "FP": 13065, + "IoU": 0.32524527398899256, + "TN": 72173323, + "TP": 20388, + "n_pred": 33453, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7795153323225901, + "FN": 25237, + "FP": 10829, + "IoU": 0.6386932609370773, + "TN": 52453299, + "TP": 63755, + "n_pred": 74584, + "n_ref": 88992 + }, + "10": { + "Dice": 0.04449098129087065, + "FN": 46058, + "FP": 2307, + "IoU": 0.022751611404093673, + "TN": 52503629, + "TP": 1126, + "n_pred": 3433, + "n_ref": 47184 + }, + "11": { + "Dice": 0.0, + "FN": 2042, + "FP": 0, + "IoU": 0.0, + "TN": 52551078, + "TP": 0, + "n_pred": 0, + "n_ref": 2042 + }, + "12": { + "Dice": 0.10770478507704785, + "FN": 3734, + "FP": 1767, + "IoU": 0.05691753814503686, + "TN": 52547287, + "TP": 332, + "n_pred": 2099, + "n_ref": 4066 + }, + "13": { + "Dice": 0.3461151621825497, + "FN": 16109, + "FP": 4695, + "IoU": 0.20927404028886354, + "TN": 52526810, + "TP": 5506, + "n_pred": 10201, + "n_ref": 21615 + }, + "14": { + "Dice": 0.3764562381758439, + "FN": 40714, + "FP": 9384, + "IoU": 0.23187316968461077, + "TN": 52487899, + "TP": 15123, + "n_pred": 24507, + "n_ref": 55837 + }, + "15": { + "Dice": 0.0, + "FN": 25269, + "FP": 36718, + "IoU": 0.0, + "TN": 52491133, + "TP": 0, + "n_pred": 36718, + "n_ref": 25269 + }, + "2": { + "Dice": 0.5975177125761818, + "FN": 75957, + "FP": 3687, + "IoU": 0.4260429653437876, + "TN": 52414357, + "TP": 59119, + "n_pred": 62806, + "n_ref": 135076 + }, + "3": { + "Dice": 0.7597667413986631, + "FN": 14825, + "FP": 66290, + "IoU": 0.6125998767808275, + "TN": 52343737, + "TP": 128268, + "n_pred": 194558, + "n_ref": 143093 + }, + "4": { + "Dice": 0.0, + "FN": 1880, + "FP": 2575, + "IoU": 0.0, + "TN": 52548665, + "TP": 0, + "n_pred": 2575, + "n_ref": 1880 + }, + "5": { + "Dice": 0.6380156278393604, + "FN": 2771, + "FP": 1213, + "IoU": 0.4684456304202802, + "TN": 52545625, + "TP": 3511, + "n_pred": 4724, + "n_ref": 6282 + }, + "6": { + "Dice": 0.8960423183998686, + "FN": 96278, + "FP": 60706, + "IoU": 0.8116636473792185, + "TN": 51719590, + "TP": 676546, + "n_pred": 737252, + "n_ref": 772824 + }, + "7": { + "Dice": 0.3567897447745914, + "FN": 148281, + "FP": 13186, + "IoU": 0.21712969696969697, + "TN": 52346870, + "TP": 44783, + "n_pred": 57969, + "n_ref": 193064 + }, + "8": { + "Dice": 0.7500503215788515, + "FN": 20406, + "FP": 5671, + "IoU": 0.6000644142140699, + "TN": 52487917, + "TP": 39126, + "n_pred": 44797, + "n_ref": 59532 + }, + "9": { + "Dice": 0.7418517832084514, + "FN": 22052, + "FP": 16948, + "IoU": 0.5896378290788947, + "TN": 52458082, + "TP": 56038, + "n_pred": 72986, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9245102563588087, + "FN": 16262, + "FP": 28886, + "IoU": 0.85961791995224, + "TN": 143815642, + "TP": 276460, + "n_pred": 305346, + "n_ref": 292722 + }, + "10": { + "Dice": 0.6337524541028907, + "FN": 46792, + "FP": 12717, + "IoU": 0.46386356265090634, + "TN": 144026254, + "TP": 51487, + "n_pred": 64204, + "n_ref": 98279 + }, + "11": { + "Dice": 0.0, + "FN": 6619, + "FP": 0, + "IoU": 0.0, + "TN": 144130631, + "TP": 0, + "n_pred": 0, + "n_ref": 6619 + }, + "12": { + "Dice": 0.44881125667151867, + "FN": 3796, + "FP": 748, + "IoU": 0.2893337503909916, + "TN": 144130856, + "TP": 1850, + "n_pred": 2598, + "n_ref": 5646 + }, + "13": { + "Dice": 0.6388991674375578, + "FN": 49049, + "FP": 13407, + "IoU": 0.4693988513949774, + "TN": 144019542, + "TP": 55252, + "n_pred": 68659, + "n_ref": 104301 + }, + "14": { + "Dice": 0.952469178018316, + "FN": 27097, + "FP": 11128, + "IoU": 0.9092516974502636, + "TN": 143716030, + "TP": 382995, + "n_pred": 394123, + "n_ref": 410092 + }, + "15": { + "Dice": 0.8198501706635932, + "FN": 4171, + "FP": 3957, + "IoU": 0.6947000713668633, + "TN": 144110627, + "TP": 18495, + "n_pred": 22452, + "n_ref": 22666 + }, + "2": { + "Dice": 0.9560174918350665, + "FN": 7630, + "FP": 4369, + "IoU": 0.9157409097931267, + "TN": 143994844, + "TP": 130407, + "n_pred": 134776, + "n_ref": 138037 + }, + "3": { + "Dice": 0.9576298294300214, + "FN": 8042, + "FP": 6661, + "IoU": 0.9187041767574561, + "TN": 143956392, + "TP": 166155, + "n_pred": 172816, + "n_ref": 174197 + }, + "4": { + "Dice": 0.9122379906181343, + "FN": 5081, + "FP": 3787, + "IoU": 0.838637480211802, + "TN": 144082293, + "TP": 46089, + "n_pred": 49876, + "n_ref": 51170 + }, + "5": { + "Dice": 0.7012911226201766, + "FN": 12904, + "FP": 3476, + "IoU": 0.5399910132554482, + "TN": 144101642, + "TP": 19228, + "n_pred": 22704, + "n_ref": 32132 + }, + "6": { + "Dice": 0.8885125219784215, + "FN": 38661, + "FP": 292579, + "IoU": 0.7993904920637996, + "TN": 142486082, + "TP": 1319928, + "n_pred": 1612507, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.8794798617756068, + "FN": 38583, + "FP": 19103, + "IoU": 0.7848853686550021, + "TN": 143869086, + "TP": 210478, + "n_pred": 229581, + "n_ref": 249061 + }, + "8": { + "Dice": 0.7995757656104998, + "FN": 48181, + "FP": 42527, + "IoU": 0.6660776604673764, + "TN": 143865606, + "TP": 180936, + "n_pred": 223463, + "n_ref": 229117 + }, + "9": { + "Dice": 0.8781002098367368, + "FN": 8674, + "FP": 15144, + "IoU": 0.7826904127586585, + "TN": 144027646, + "TP": 85786, + "n_pred": 100930, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9452942327219205, + "FN": 11063, + "FP": 12427, + "IoU": 0.8962634528504365, + "TN": 111552481, + "TP": 202949, + "n_pred": 215376, + "n_ref": 214012 + }, + "10": { + "Dice": 0.5669958363830527, + "FN": 22375, + "FP": 13712, + "IoU": 0.395669357269652, + "TN": 111719206, + "TP": 23627, + "n_pred": 37339, + "n_ref": 46002 + }, + "11": { + "Dice": 0.0, + "FN": 3795, + "FP": 0, + "IoU": 0.0, + "TN": 111775125, + "TP": 0, + "n_pred": 0, + "n_ref": 3795 + }, + "12": { + "Dice": 0.5124041497519171, + "FN": 2956, + "FP": 287, + "IoU": 0.3444511825348696, + "TN": 111773973, + "TP": 1704, + "n_pred": 1991, + "n_ref": 4660 + }, + "13": { + "Dice": 0.5983875541870923, + "FN": 23403, + "FP": 16249, + "IoU": 0.4269279685512776, + "TN": 111709728, + "TP": 29540, + "n_pred": 45789, + "n_ref": 52943 + }, + "14": { + "Dice": 0.6962330872674306, + "FN": 7611, + "FP": 66006, + "IoU": 0.5340165335291363, + "TN": 111620938, + "TP": 84365, + "n_pred": 150371, + "n_ref": 91976 + }, + "15": { + "Dice": 0.1327509842519685, + "FN": 9653, + "FP": 4445, + "IoU": 0.07109441918692759, + "TN": 111763743, + "TP": 1079, + "n_pred": 5524, + "n_ref": 10732 + }, + "2": { + "Dice": 0.9349190751299067, + "FN": 21260, + "FP": 4503, + "IoU": 0.8777915868166898, + "TN": 111568108, + "TP": 185049, + "n_pred": 189552, + "n_ref": 206309 + }, + "3": { + "Dice": 0.8666980826436544, + "FN": 4585, + "FP": 13519, + "IoU": 0.7647548013202007, + "TN": 111701962, + "TP": 58854, + "n_pred": 72373, + "n_ref": 63439 + }, + "4": { + "Dice": 0.8650154291488026, + "FN": 2841, + "FP": 2102, + "IoU": 0.7621384918916317, + "TN": 111758139, + "TP": 15838, + "n_pred": 17940, + "n_ref": 18679 + }, + "5": { + "Dice": 0.5457550785741664, + "FN": 15025, + "FP": 3937, + "IoU": 0.37528415642605345, + "TN": 111748567, + "TP": 11391, + "n_pred": 15328, + "n_ref": 26416 + }, + "6": { + "Dice": 0.9672981835384387, + "FN": 40643, + "FP": 40097, + "IoU": 0.9366674562970935, + "TN": 110504062, + "TP": 1194118, + "n_pred": 1234215, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.6329019425369051, + "FN": 114616, + "FP": 28970, + "IoU": 0.46295285044247125, + "TN": 111511558, + "TP": 123776, + "n_pred": 152746, + "n_ref": 238392 + }, + "8": { + "Dice": 0.8289590279655162, + "FN": 56471, + "FP": 34635, + "IoU": 0.7078821730082948, + "TN": 111467039, + "TP": 220775, + "n_pred": 255410, + "n_ref": 277246 + }, + "9": { + "Dice": 0.8198751541789541, + "FN": 14865, + "FP": 13904, + "IoU": 0.6947359485585136, + "TN": 111684677, + "TP": 65474, + "n_pred": 79378, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8730775243940198, + "FN": 23002, + "FP": 18401, + "IoU": 0.7747449742934088, + "TN": 198904070, + "TP": 142402, + "n_pred": 160803, + "n_ref": 165404 + }, + "10": { + "Dice": 0.7233079184990502, + "FN": 21433, + "FP": 10466, + "IoU": 0.5665484489013901, + "TN": 199014282, + "TP": 41694, + "n_pred": 52160, + "n_ref": 63127 + }, + "11": { + "Dice": 0.0, + "FN": 4435, + "FP": 0, + "IoU": 0.0, + "TN": 199083440, + "TP": 0, + "n_pred": 0, + "n_ref": 4435 + }, + "12": { + "Dice": 0.707366453823392, + "FN": 1064, + "FP": 815, + "IoU": 0.5472289156626506, + "TN": 199083725, + "TP": 2271, + "n_pred": 3086, + "n_ref": 3335 + }, + "13": { + "Dice": 0.3170218410115837, + "FN": 26631, + "FP": 11988, + "IoU": 0.18836955151107562, + "TN": 199040293, + "TP": 8963, + "n_pred": 20951, + "n_ref": 35594 + }, + "14": { + "Dice": 0.5290789455302385, + "FN": 28012, + "FP": 5697, + "IoU": 0.35969227846899043, + "TN": 199035230, + "TP": 18936, + "n_pred": 24633, + "n_ref": 46948 + }, + "15": { + "Dice": 0.7073205890695695, + "FN": 62511, + "FP": 430, + "IoU": 0.5471740193962417, + "TN": 198948879, + "TP": 76055, + "n_pred": 76485, + "n_ref": 138566 + }, + "2": { + "Dice": 0.9075299918842096, + "FN": 11605, + "FP": 12436, + "IoU": 0.8307138732800992, + "TN": 198945861, + "TP": 117973, + "n_pred": 130409, + "n_ref": 129578 + }, + "3": { + "Dice": 0.9318732298248654, + "FN": 7059, + "FP": 12208, + "IoU": 0.8724369202656268, + "TN": 198936836, + "TP": 131772, + "n_pred": 143980, + "n_ref": 138831 + }, + "4": { + "Dice": 0.7933093674797231, + "FN": 3769, + "FP": 3188, + "IoU": 0.6574256450659839, + "TN": 199067567, + "TP": 13351, + "n_pred": 16539, + "n_ref": 17120 + }, + "5": { + "Dice": 0.6054357021996616, + "FN": 8618, + "FP": 6306, + "IoU": 0.4341396830211572, + "TN": 199061501, + "TP": 11450, + "n_pred": 17756, + "n_ref": 20068 + }, + "6": { + "Dice": 0.9499217323358878, + "FN": 62086, + "FP": 53148, + "IoU": 0.904619933187436, + "TN": 197879719, + "TP": 1092922, + "n_pred": 1146070, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.7614551152237218, + "FN": 27393, + "FP": 53296, + "IoU": 0.6147981591811793, + "TN": 198878403, + "TP": 128783, + "n_pred": 182079, + "n_ref": 156176 + }, + "8": { + "Dice": 0.9107151110756289, + "FN": 9984, + "FP": 11265, + "IoU": 0.8360669649745409, + "TN": 198958255, + "TP": 108371, + "n_pred": 119636, + "n_ref": 118355 + }, + "9": { + "Dice": 0.8744081194688088, + "FN": 14574, + "FP": 10942, + "IoU": 0.7768429522218627, + "TN": 198973534, + "TP": 88825, + "n_pred": 99767, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8309306411303293, + "FN": 16473, + "FP": 51853, + "IoU": 0.710762483702186, + "TN": 130838964, + "TP": 167902, + "n_pred": 219755, + "n_ref": 184375 + }, + "10": { + "Dice": 0.7051007460792773, + "FN": 13258, + "FP": 44846, + "IoU": 0.5445217023211332, + "TN": 130947625, + "TP": 69463, + "n_pred": 114309, + "n_ref": 82721 + }, + "11": { + "Dice": 0.0, + "FN": 4071, + "FP": 0, + "IoU": 0.0, + "TN": 131071121, + "TP": 0, + "n_pred": 0, + "n_ref": 4071 + }, + "12": { + "Dice": 0.688341848583372, + "FN": 930, + "FP": 2425, + "IoU": 0.5247875354107648, + "TN": 131068132, + "TP": 3705, + "n_pred": 6130, + "n_ref": 4635 + }, + "13": { + "Dice": 0.43559364045182536, + "FN": 59404, + "FP": 20293, + "IoU": 0.27844021330725843, + "TN": 130964741, + "TP": 30754, + "n_pred": 51047, + "n_ref": 90158 + }, + "14": { + "Dice": 0.23979906440980012, + "FN": 19474, + "FP": 215999, + "IoU": 0.13623391486801756, + "TN": 130802580, + "TP": 37139, + "n_pred": 253138, + "n_ref": 56613 + }, + "15": { + "Dice": 0.603202915971926, + "FN": 12023, + "FP": 8443, + "IoU": 0.43184720448614733, + "TN": 131039170, + "TP": 15556, + "n_pred": 23999, + "n_ref": 27579 + }, + "2": { + "Dice": 0.8296861892451765, + "FN": 39099, + "FP": 10642, + "IoU": 0.7089433463235381, + "TN": 130904294, + "TP": 121157, + "n_pred": 131799, + "n_ref": 160256 + }, + "3": { + "Dice": 0.8307685901469445, + "FN": 10511, + "FP": 62643, + "IoU": 0.7105253785915248, + "TN": 130822479, + "TP": 179559, + "n_pred": 242202, + "n_ref": 190070 + }, + "4": { + "Dice": 0.7564034417461214, + "FN": 27543, + "FP": 1787, + "IoU": 0.6082386098013811, + "TN": 131000325, + "TP": 45537, + "n_pred": 47324, + "n_ref": 73080 + }, + "5": { + "Dice": 0.6128963969685423, + "FN": 7461, + "FP": 1682, + "IoU": 0.4418533667053293, + "TN": 131058811, + "TP": 7238, + "n_pred": 8920, + "n_ref": 14699 + }, + "6": { + "Dice": 0.8129925318378568, + "FN": 42480, + "FP": 613309, + "IoU": 0.684909365479075, + "TN": 128993921, + "TP": 1425482, + "n_pred": 2038791, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.6752353072530001, + "FN": 225313, + "FP": 305536, + "IoU": 0.5097020708280264, + "TN": 129992485, + "TP": 551858, + "n_pred": 857394, + "n_ref": 777171 + }, + "8": { + "Dice": 0.9235632876691022, + "FN": 9432, + "FP": 10225, + "IoU": 0.8579819668814843, + "TN": 130936780, + "TP": 118755, + "n_pred": 128980, + "n_ref": 128187 + }, + "9": { + "Dice": 0.6942648472351158, + "FN": 23289, + "FP": 13926, + "IoU": 0.531704186538147, + "TN": 130995723, + "TP": 42254, + "n_pred": 56180, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9030528551447862, + "FN": 6344, + "FP": 38572, + "IoU": 0.8232419031128252, + "TN": 101363090, + "TP": 209194, + "n_pred": 247766, + "n_ref": 215538 + }, + "10": { + "Dice": 0.6348800872994221, + "FN": 20224, + "FP": 9220, + "IoU": 0.46507276129571423, + "TN": 101562157, + "TP": 25599, + "n_pred": 34819, + "n_ref": 45823 + }, + "11": { + "Dice": 0.0, + "FN": 4959, + "FP": 0, + "IoU": 0.0, + "TN": 101612241, + "TP": 0, + "n_pred": 0, + "n_ref": 4959 + }, + "12": { + "Dice": 0.6637443765140154, + "FN": 2613, + "FP": 302, + "IoU": 0.4967196132596685, + "TN": 101611408, + "TP": 2877, + "n_pred": 3179, + "n_ref": 5490 + }, + "13": { + "Dice": 0.6968014423318656, + "FN": 11580, + "FP": 30631, + "IoU": 0.5346855536570578, + "TN": 101526485, + "TP": 48504, + "n_pred": 79135, + "n_ref": 60084 + }, + "14": { + "Dice": 0.8927296921308897, + "FN": 2732, + "FP": 11456, + "IoU": 0.8062436839373993, + "TN": 101543974, + "TP": 59038, + "n_pred": 70494, + "n_ref": 61770 + }, + "15": { + "Dice": 0.6491681876075054, + "FN": 8546, + "FP": 18173, + "IoU": 0.48056921790859075, + "TN": 101565761, + "TP": 24720, + "n_pred": 42893, + "n_ref": 33266 + }, + "2": { + "Dice": 0.9048567994569651, + "FN": 27042, + "FP": 3514, + "IoU": 0.8262451878514929, + "TN": 101441343, + "TP": 145301, + "n_pred": 148815, + "n_ref": 172343 + }, + "3": { + "Dice": 0.9193714856619134, + "FN": 5955, + "FP": 23340, + "IoU": 0.8507747791802928, + "TN": 101420886, + "TP": 167019, + "n_pred": 190359, + "n_ref": 172974 + }, + "4": { + "Dice": 0.47765227634952534, + "FN": 2427, + "FP": 27725, + "IoU": 0.31376029860257637, + "TN": 101573262, + "TP": 13786, + "n_pred": 41511, + "n_ref": 16213 + }, + "5": { + "Dice": 0.6985324801780498, + "FN": 10284, + "FP": 7054, + "IoU": 0.5367267869071476, + "TN": 101579775, + "TP": 20087, + "n_pred": 27141, + "n_ref": 30371 + }, + "6": { + "Dice": 0.9122687342998727, + "FN": 170939, + "FP": 91170, + "IoU": 0.8386894475380214, + "TN": 99992328, + "TP": 1362763, + "n_pred": 1453933, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.8059341901452673, + "FN": 42805, + "FP": 142621, + "IoU": 0.6749495576322677, + "TN": 101046747, + "TP": 385027, + "n_pred": 527648, + "n_ref": 427832 + }, + "8": { + "Dice": 0.8118851266853465, + "FN": 68667, + "FP": 6996, + "IoU": 0.6833389135347786, + "TN": 101378260, + "TP": 163277, + "n_pred": 170273, + "n_ref": 231944 + }, + "9": { + "Dice": 0.8973551637279596, + "FN": 2623, + "FP": 15307, + "IoU": 0.8138206739006282, + "TN": 101520895, + "TP": 78375, + "n_pred": 93682, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9556184441825873, + "FN": 13711, + "FP": 4669, + "IoU": 0.9150089245253354, + "TN": 118965954, + "TP": 197878, + "n_pred": 202547, + "n_ref": 211589 + }, + "10": { + "Dice": 0.7505253401037438, + "FN": 15566, + "FP": 27767, + "IoU": 0.6006727180574114, + "TN": 119073697, + "TP": 65182, + "n_pred": 92949, + "n_ref": 80748 + }, + "11": { + "Dice": 0.0, + "FN": 4038, + "FP": 0, + "IoU": 0.0, + "TN": 119178174, + "TP": 0, + "n_pred": 0, + "n_ref": 4038 + }, + "12": { + "Dice": 0.24727838258164853, + "FN": 3181, + "FP": 2627, + "IoU": 0.14108251996450755, + "TN": 119175450, + "TP": 954, + "n_pred": 3581, + "n_ref": 4135 + }, + "13": { + "Dice": 0.676448532720092, + "FN": 6013, + "FP": 19875, + "IoU": 0.5110859301227573, + "TN": 119129262, + "TP": 27062, + "n_pred": 46937, + "n_ref": 33075 + }, + "14": { + "Dice": 0.17521893736262473, + "FN": 58254, + "FP": 13417, + "IoU": 0.09602189596892186, + "TN": 119102928, + "TP": 7613, + "n_pred": 21030, + "n_ref": 65867 + }, + "15": { + "Dice": 0.28665748541801683, + "FN": 13643, + "FP": 21579, + "IoU": 0.16730891983262017, + "TN": 119139913, + "TP": 7077, + "n_pred": 28656, + "n_ref": 20720 + }, + "2": { + "Dice": 0.916851667733544, + "FN": 25191, + "FP": 5334, + "IoU": 0.8464691680917412, + "TN": 118983392, + "TP": 168295, + "n_pred": 173629, + "n_ref": 193486 + }, + "3": { + "Dice": 0.9333033921451381, + "FN": 18285, + "FP": 7258, + "IoU": 0.8749473704824291, + "TN": 118977954, + "TP": 178715, + "n_pred": 185973, + "n_ref": 197000 + }, + "4": { + "Dice": 0.7538703339882121, + "FN": 14558, + "FP": 4234, + "IoU": 0.6049694141388661, + "TN": 119134641, + "TP": 28779, + "n_pred": 33013, + "n_ref": 43337 + }, + "5": { + "Dice": 0.6797131221393303, + "FN": 8292, + "FP": 595, + "IoU": 0.5148222962275482, + "TN": 119163895, + "TP": 9430, + "n_pred": 10025, + "n_ref": 17722 + }, + "6": { + "Dice": 0.9345050501003788, + "FN": 59424, + "FP": 175990, + "IoU": 0.8770619233703709, + "TN": 117267313, + "TP": 1679485, + "n_pred": 1855475, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.7694387324578291, + "FN": 62826, + "FP": 77889, + "IoU": 0.6252746228512842, + "TN": 118806697, + "TP": 234800, + "n_pred": 312689, + "n_ref": 297626 + }, + "8": { + "Dice": 0.8879780704055401, + "FN": 14461, + "FP": 2621, + "IoU": 0.7985256826089521, + "TN": 119097427, + "TP": 67703, + "n_pred": 70324, + "n_ref": 82164 + }, + "9": { + "Dice": 0.8487742260558692, + "FN": 14771, + "FP": 10440, + "IoU": 0.7372786861329081, + "TN": 119086251, + "TP": 70750, + "n_pred": 81190, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 78891, + "IoU": 0.0, + "TN": 61253589, + "TP": 0, + "n_pred": 78891, + "n_ref": 0 + }, + "10": { + "Dice": 0.6642879570690492, + "FN": 11156, + "FP": 12366, + "IoU": 0.4973287173569261, + "TN": 61285686, + "TP": 23272, + "n_pred": 35638, + "n_ref": 34428 + }, + "11": { + "Dice": 0.0, + "FN": 3864, + "FP": 0, + "IoU": 0.0, + "TN": 61328616, + "TP": 0, + "n_pred": 0, + "n_ref": 3864 + }, + "12": { + "Dice": 0.46916737709576584, + "FN": 3199, + "FP": 537, + "IoU": 0.30647855949508074, + "TN": 61327093, + "TP": 1651, + "n_pred": 2188, + "n_ref": 4850 + }, + "13": { + "Dice": 0.48894529283436816, + "FN": 29387, + "FP": 19339, + "IoU": 0.3235788158534046, + "TN": 61260445, + "TP": 23309, + "n_pred": 42648, + "n_ref": 52696 + }, + "14": { + "Dice": 0.9411250801459312, + "FN": 19577, + "FP": 11827, + "IoU": 0.8887972153270326, + "TN": 61050077, + "TP": 250999, + "n_pred": 262826, + "n_ref": 270576 + }, + "15": { + "Dice": 0.6510992917887312, + "FN": 40998, + "FP": 20337, + "IoU": 0.4826888204782187, + "TN": 61213915, + "TP": 57230, + "n_pred": 77567, + "n_ref": 98228 + }, + "2": { + "Dice": 0.5996932973947365, + "FN": 90747, + "FP": 2966, + "IoU": 0.4282585352758865, + "TN": 61168572, + "TP": 70195, + "n_pred": 73161, + "n_ref": 160942 + }, + "3": { + "Dice": 0.7329181776599212, + "FN": 6067, + "FP": 83270, + "IoU": 0.578430030908619, + "TN": 61120565, + "TP": 122578, + "n_pred": 205848, + "n_ref": 128645 + }, + "4": { + "Dice": 0.9031646031475761, + "FN": 5059, + "FP": 2903, + "IoU": 0.8234276590082498, + "TN": 61287388, + "TP": 37130, + "n_pred": 40033, + "n_ref": 42189 + }, + "5": { + "Dice": 0.7430352372471696, + "FN": 2731, + "FP": 1309, + "IoU": 0.5911345005566239, + "TN": 61322599, + "TP": 5841, + "n_pred": 7150, + "n_ref": 8572 + }, + "6": { + "Dice": 0.9311502467917078, + "FN": 27021, + "FP": 147341, + "IoU": 0.8711703810537811, + "TN": 59979049, + "TP": 1179069, + "n_pred": 1326410, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.44689969806911173, + "FN": 140359, + "FP": 17732, + "IoU": 0.2877468361273929, + "TN": 61110521, + "TP": 63868, + "n_pred": 81600, + "n_ref": 204227 + }, + "8": { + "Dice": 0.789032904190313, + "FN": 27851, + "FP": 1219, + "IoU": 0.651572538114872, + "TN": 61249048, + "TP": 54362, + "n_pred": 55581, + "n_ref": 82213 + }, + "9": { + "Dice": 0.7964229279411559, + "FN": 6421, + "FP": 22695, + "IoU": 0.6617132765571808, + "TN": 61246411, + "TP": 56953, + "n_pred": 79648, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9482611313397746, + "FN": 11784, + "FP": 6262, + "IoU": 0.9016127097667622, + "TN": 148924082, + "TP": 165372, + "n_pred": 171634, + "n_ref": 177156 + }, + "10": { + "Dice": 0.7607311700870313, + "FN": 16161, + "FP": 19469, + "IoU": 0.6138548406324847, + "TN": 149015229, + "TP": 56641, + "n_pred": 76110, + "n_ref": 72802 + }, + "11": { + "Dice": 0.0, + "FN": 2604, + "FP": 0, + "IoU": 0.0, + "TN": 149104896, + "TP": 0, + "n_pred": 0, + "n_ref": 2604 + }, + "12": { + "Dice": 0.43893249607535323, + "FN": 1398, + "FP": 389, + "IoU": 0.2811745776347546, + "TN": 149105014, + "TP": 699, + "n_pred": 1088, + "n_ref": 2097 + }, + "13": { + "Dice": 0.584419853182864, + "FN": 47029, + "FP": 6073, + "IoU": 0.4128482972136223, + "TN": 149017060, + "TP": 37338, + "n_pred": 43411, + "n_ref": 84367 + }, + "14": { + "Dice": 0.8753961651721692, + "FN": 7303, + "FP": 17112, + "IoU": 0.778404037103596, + "TN": 148997322, + "TP": 85763, + "n_pred": 102875, + "n_ref": 93066 + }, + "15": { + "Dice": 0.7740920197125937, + "FN": 10005, + "FP": 6360, + "IoU": 0.6314438213634214, + "TN": 149063097, + "TP": 28038, + "n_pred": 34398, + "n_ref": 38043 + }, + "2": { + "Dice": 0.935361750287515, + "FN": 3694, + "FP": 17495, + "IoU": 0.8785723700422352, + "TN": 148933001, + "TP": 153310, + "n_pred": 170805, + "n_ref": 157004 + }, + "3": { + "Dice": 0.44487186019259184, + "FN": 42623, + "FP": 959, + "IoU": 0.2860676550086002, + "TN": 149046455, + "TP": 17463, + "n_pred": 18422, + "n_ref": 60086 + }, + "4": { + "Dice": 0.9079100878898655, + "FN": 2487, + "FP": 2249, + "IoU": 0.8313510433729792, + "TN": 149079418, + "TP": 23346, + "n_pred": 25595, + "n_ref": 25833 + }, + "5": { + "Dice": 0.30876320696084525, + "FN": 27506, + "FP": 299, + "IoU": 0.18256651477289432, + "TN": 149073485, + "TP": 6210, + "n_pred": 6509, + "n_ref": 33716 + }, + "6": { + "Dice": 0.967757139046493, + "FN": 32164, + "FP": 39394, + "IoU": 0.9375285367946774, + "TN": 147962049, + "TP": 1073893, + "n_pred": 1113287, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.8378227768173164, + "FN": 54874, + "FP": 30397, + "IoU": 0.7209079304814584, + "TN": 148801970, + "TP": 220259, + "n_pred": 250656, + "n_ref": 275133 + }, + "8": { + "Dice": 0.9074484055040068, + "FN": 25353, + "FP": 16201, + "IoU": 0.8305771645709998, + "TN": 148862232, + "TP": 203714, + "n_pred": 219915, + "n_ref": 229067 + }, + "9": { + "Dice": 0.8776579716995067, + "FN": 13213, + "FP": 7494, + "IoU": 0.7819879765426769, + "TN": 149012519, + "TP": 74274, + "n_pred": 81768, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7059062180800002, + "FN": 170596, + "FP": 116461, + "IoU": 0.5454830460839344, + "TN": 100081235, + "TP": 344508, + "n_pred": 460969, + "n_ref": 515104 + }, + "10": { + "Dice": 0.3492706079430446, + "FN": 23459, + "FP": 32479, + "IoU": 0.21158562367864694, + "TN": 100641850, + "TP": 15012, + "n_pred": 47491, + "n_ref": 38471 + }, + "11": { + "Dice": 0.0, + "FN": 3481, + "FP": 0, + "IoU": 0.0, + "TN": 100709319, + "TP": 0, + "n_pred": 0, + "n_ref": 3481 + }, + "12": { + "Dice": 0.5882562277580071, + "FN": 2567, + "FP": 2061, + "IoU": 0.4166876733047643, + "TN": 100704866, + "TP": 3306, + "n_pred": 5367, + "n_ref": 5873 + }, + "13": { + "Dice": 0.024439826526924467, + "FN": 38614, + "FP": 4576, + "IoU": 0.012371086872012988, + "TN": 100669069, + "TP": 541, + "n_pred": 5117, + "n_ref": 39155 + }, + "14": { + "Dice": 0.5611158355936624, + "FN": 21601, + "FP": 185350, + "IoU": 0.38996595380919397, + "TN": 100373555, + "TP": 132294, + "n_pred": 317644, + "n_ref": 153895 + }, + "15": { + "Dice": 0.8974304764163835, + "FN": 8248, + "FP": 11643, + "IoU": 0.8139445696807566, + "TN": 100605891, + "TP": 87018, + "n_pred": 98661, + "n_ref": 95266 + }, + "2": { + "Dice": 0.2078022256421503, + "FN": 205678, + "FP": 3829, + "IoU": 0.1159482667679389, + "TN": 100475815, + "TP": 27478, + "n_pred": 31307, + "n_ref": 233156 + }, + "3": { + "Dice": 0.6409387181793791, + "FN": 20886, + "FP": 206626, + "IoU": 0.4716039863344257, + "TN": 100282229, + "TP": 203059, + "n_pred": 409685, + "n_ref": 223945 + }, + "4": { + "Dice": 0.5565348651935091, + "FN": 24470, + "FP": 28411, + "IoU": 0.3855547680187769, + "TN": 100626737, + "TP": 33182, + "n_pred": 61593, + "n_ref": 57652 + }, + "5": { + "Dice": 0.28955680081507895, + "FN": 13631, + "FP": 315, + "IoU": 0.16928758637121755, + "TN": 100696012, + "TP": 2842, + "n_pred": 3157, + "n_ref": 16473 + }, + "6": { + "Dice": 0.6022788848889626, + "FN": 964936, + "FP": 505223, + "IoU": 0.4309006127027826, + "TN": 98129492, + "TP": 1113149, + "n_pred": 1618372, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.618881502446302, + "FN": 31258, + "FP": 142452, + "IoU": 0.44810166799046863, + "TN": 100398050, + "TP": 141040, + "n_pred": 283492, + "n_ref": 172298 + }, + "8": { + "Dice": 0.9068017884910696, + "FN": 12404, + "FP": 6835, + "IoU": 0.829494394469801, + "TN": 100599965, + "TP": 93596, + "n_pred": 100431, + "n_ref": 106000 + }, + "9": { + "Dice": 0.7578015043640994, + "FN": 28360, + "FP": 18619, + "IoU": 0.610048641200591, + "TN": 100592326, + "TP": 73495, + "n_pred": 92114, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9339636559567412, + "FN": 5032, + "FP": 5263, + "IoU": 0.8761086441147093, + "TN": 78867603, + "TP": 72802, + "n_pred": 78065, + "n_ref": 77834 + }, + "10": { + "Dice": 0.5831667025563725, + "FN": 19987, + "FP": 7113, + "IoU": 0.41159867121175936, + "TN": 78904643, + "TP": 18957, + "n_pred": 26070, + "n_ref": 38944 + }, + "11": { + "Dice": 0.0, + "FN": 1368, + "FP": 0, + "IoU": 0.0, + "TN": 78949332, + "TP": 0, + "n_pred": 0, + "n_ref": 1368 + }, + "12": { + "Dice": 0.3181417230226404, + "FN": 2019, + "FP": 300, + "IoU": 0.18916083916083917, + "TN": 78947840, + "TP": 541, + "n_pred": 841, + "n_ref": 2560 + }, + "13": { + "Dice": 0.3148516926946861, + "FN": 47389, + "FP": 4907, + "IoU": 0.18683915909939047, + "TN": 78886388, + "TP": 12016, + "n_pred": 16923, + "n_ref": 59405 + }, + "14": { + "Dice": 0.28871321914800174, + "FN": 20695, + "FP": 11697, + "IoU": 0.16871118410922342, + "TN": 78911734, + "TP": 6574, + "n_pred": 18271, + "n_ref": 27269 + }, + "15": { + "Dice": 0.8831315615622787, + "FN": 3642, + "FP": 11041, + "IoU": 0.7907212086659064, + "TN": 78880540, + "TP": 55477, + "n_pred": 66518, + "n_ref": 59119 + }, + "2": { + "Dice": 0.8590327550405251, + "FN": 23174, + "FP": 2080, + "IoU": 0.7528986996213344, + "TN": 78848499, + "TP": 76947, + "n_pred": 79027, + "n_ref": 100121 + }, + "3": { + "Dice": 0.9270487673517608, + "FN": 4637, + "FP": 7960, + "IoU": 0.8640176171508145, + "TN": 78858063, + "TP": 80040, + "n_pred": 88000, + "n_ref": 84677 + }, + "4": { + "Dice": 0.8657162253903599, + "FN": 1188, + "FP": 3757, + "IoU": 0.7632271965525497, + "TN": 78929815, + "TP": 15940, + "n_pred": 19697, + "n_ref": 17128 + }, + "5": { + "Dice": 0.40922079583742055, + "FN": 25203, + "FP": 2501, + "IoU": 0.25724550256039036, + "TN": 78913401, + "TP": 9595, + "n_pred": 12096, + "n_ref": 34798 + }, + "6": { + "Dice": 0.9394552267418078, + "FN": 47954, + "FP": 37004, + "IoU": 0.8858232584142821, + "TN": 78206608, + "TP": 659134, + "n_pred": 696138, + "n_ref": 707088 + }, + "7": { + "Dice": 0.37739589018126907, + "FN": 544427, + "FP": 38544, + "IoU": 0.2325865489293194, + "TN": 78191043, + "TP": 176686, + "n_pred": 215230, + "n_ref": 721113 + }, + "8": { + "Dice": 0.689985572484977, + "FN": 155832, + "FP": 1673, + "IoU": 0.5267007431313687, + "TN": 78617919, + "TP": 175276, + "n_pred": 176949, + "n_ref": 331108 + }, + "9": { + "Dice": 0.604899970344686, + "FN": 30531, + "FP": 4109, + "IoU": 0.43358895956309174, + "TN": 78889543, + "TP": 26517, + "n_pred": 30626, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9455816901966482, + "FN": 5004, + "FP": 11478, + "IoU": 0.8967804157090162, + "TN": 104844761, + "TP": 143197, + "n_pred": 154675, + "n_ref": 148201 + }, + "10": { + "Dice": 0.627520519456813, + "FN": 39106, + "FP": 18029, + "IoU": 0.4572166858250287, + "TN": 104899177, + "TP": 48128, + "n_pred": 66157, + "n_ref": 87234 + }, + "11": { + "Dice": 0.0, + "FN": 4331, + "FP": 0, + "IoU": 0.0, + "TN": 105000109, + "TP": 0, + "n_pred": 0, + "n_ref": 4331 + }, + "12": { + "Dice": 0.49745518920115067, + "FN": 2585, + "FP": 1957, + "IoU": 0.33107511045655375, + "TN": 104997650, + "TP": 2248, + "n_pred": 4205, + "n_ref": 4833 + }, + "13": { + "Dice": 0.8190226275488256, + "FN": 20701, + "FP": 4541, + "IoU": 0.6935125487196299, + "TN": 104922081, + "TP": 57117, + "n_pred": 61658, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9291124490192271, + "FN": 714, + "FP": 9871, + "IoU": 0.8676097207109177, + "TN": 104924487, + "TP": 69368, + "n_pred": 79239, + "n_ref": 70082 + }, + "15": { + "Dice": 0.27743071135194836, + "FN": 20341, + "FP": 594, + "IoU": 0.16105634367235713, + "TN": 104979486, + "TP": 4019, + "n_pred": 4613, + "n_ref": 24360 + }, + "2": { + "Dice": 0.8902712101477637, + "FN": 31995, + "FP": 2209, + "IoU": 0.8022421498736695, + "TN": 104831481, + "TP": 138755, + "n_pred": 140964, + "n_ref": 170750 + }, + "3": { + "Dice": 0.8762777851234813, + "FN": 4429, + "FP": 37678, + "IoU": 0.7797992898269541, + "TN": 104813219, + "TP": 149114, + "n_pred": 186792, + "n_ref": 153543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1489, + "IoU": 0.0, + "TN": 105002951, + "TP": 0, + "n_pred": 1489, + "n_ref": 0 + }, + "5": { + "Dice": 0.6249028289451448, + "FN": 11591, + "FP": 10605, + "IoU": 0.4544426692884355, + "TN": 104963755, + "TP": 18489, + "n_pred": 29094, + "n_ref": 30080 + }, + "6": { + "Dice": 0.9532152614373924, + "FN": 28663, + "FP": 89839, + "IoU": 0.9106124939749312, + "TN": 103678729, + "TP": 1207209, + "n_pred": 1297048, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.8019739505636992, + "FN": 10214, + "FP": 98372, + "IoU": 0.6694127819182619, + "TN": 104675976, + "TP": 219878, + "n_pred": 318250, + "n_ref": 230092 + }, + "8": { + "Dice": 0.7883979772746248, + "FN": 125378, + "FP": 3881, + "IoU": 0.6507070494164444, + "TN": 104634381, + "TP": 240800, + "n_pred": 244681, + "n_ref": 366178 + }, + "9": { + "Dice": 0.8588509889029933, + "FN": 9658, + "FP": 17918, + "IoU": 0.7526194918903402, + "TN": 104892968, + "TP": 83896, + "n_pred": 101814, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8415526178805361, + "FN": 107715, + "FP": 9171, + "IoU": 0.7264487199589975, + "TN": 177248997, + "TP": 310405, + "n_pred": 319576, + "n_ref": 418120 + }, + "10": { + "Dice": 0.1997020590576087, + "FN": 62175, + "FP": 16259, + "IoU": 0.11092722738608025, + "TN": 177588068, + "TP": 9786, + "n_pred": 26045, + "n_ref": 71961 + }, + "11": { + "Dice": 0.0, + "FN": 4743, + "FP": 0, + "IoU": 0.0, + "TN": 177671545, + "TP": 0, + "n_pred": 0, + "n_ref": 4743 + }, + "12": { + "Dice": 0.6520076481835564, + "FN": 2470, + "FP": 442, + "IoU": 0.4836879432624113, + "TN": 177670648, + "TP": 2728, + "n_pred": 3170, + "n_ref": 5198 + }, + "13": { + "Dice": 0.7644659646612973, + "FN": 21509, + "FP": 12736, + "IoU": 0.6187332301628832, + "TN": 177586469, + "TP": 55574, + "n_pred": 68310, + "n_ref": 77083 + }, + "14": { + "Dice": 0.9324570873026394, + "FN": 2393, + "FP": 8306, + "IoU": 0.8734609880427198, + "TN": 177591737, + "TP": 73852, + "n_pred": 82158, + "n_ref": 76245 + }, + "15": { + "Dice": 0.20843778660959952, + "FN": 19760, + "FP": 6132, + "IoU": 0.11634415207672093, + "TN": 177646987, + "TP": 3409, + "n_pred": 9541, + "n_ref": 23169 + }, + "2": { + "Dice": 0.9590385650224216, + "FN": 13867, + "FP": 3260, + "IoU": 0.9213007636955143, + "TN": 177458662, + "TP": 200499, + "n_pred": 203759, + "n_ref": 214366 + }, + "3": { + "Dice": 0.9674243217764743, + "FN": 8471, + "FP": 4902, + "IoU": 0.9369040373300872, + "TN": 177464341, + "TP": 198574, + "n_pred": 203476, + "n_ref": 207045 + }, + "4": { + "Dice": 0.7722310699290574, + "FN": 7764, + "FP": 7968, + "IoU": 0.6289710148345558, + "TN": 177633887, + "TP": 26669, + "n_pred": 34637, + "n_ref": 34433 + }, + "5": { + "Dice": 0.7300892959923696, + "FN": 8983, + "FP": 7430, + "IoU": 0.5749138846442724, + "TN": 177637677, + "TP": 22198, + "n_pred": 29628, + "n_ref": 31181 + }, + "6": { + "Dice": 0.9034986206431693, + "FN": 136746, + "FP": 219741, + "IoU": 0.8239831136127981, + "TN": 175650988, + "TP": 1668813, + "n_pred": 1888554, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.8202274859427909, + "FN": 26771, + "FP": 122888, + "IoU": 0.6952420709667566, + "TN": 177185213, + "TP": 341416, + "n_pred": 464304, + "n_ref": 368187 + }, + "8": { + "Dice": 0.813642249970906, + "FN": 35145, + "FP": 40118, + "IoU": 0.6858321193172568, + "TN": 177436725, + "TP": 164300, + "n_pred": 204418, + "n_ref": 199445 + }, + "9": { + "Dice": 0.9145199018838454, + "FN": 14613, + "FP": 7934, + "IoU": 0.8425026893362578, + "TN": 177533130, + "TP": 120611, + "n_pred": 128545, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9480470106859873, + "FN": 13750, + "FP": 5245, + "IoU": 0.9012256444123199, + "TN": 193813228, + "TP": 173312, + "n_pred": 178557, + "n_ref": 187062 + }, + "10": { + "Dice": 0.8817948076179207, + "FN": 9538, + "FP": 11242, + "IoU": 0.7885804981279505, + "TN": 193907247, + "TP": 77508, + "n_pred": 88750, + "n_ref": 87046 + }, + "11": { + "Dice": 0.0, + "FN": 3112, + "FP": 0, + "IoU": 0.0, + "TN": 194002423, + "TP": 0, + "n_pred": 0, + "n_ref": 3112 + }, + "12": { + "Dice": 0.6484726314157234, + "FN": 1859, + "FP": 408, + "IoU": 0.47980725103258376, + "TN": 194001177, + "TP": 2091, + "n_pred": 2499, + "n_ref": 3950 + }, + "13": { + "Dice": 0.7198265356719642, + "FN": 24052, + "FP": 9285, + "IoU": 0.5622882802447414, + "TN": 193929373, + "TP": 42825, + "n_pred": 52110, + "n_ref": 66877 + }, + "14": { + "Dice": 0.8536190741476077, + "FN": 3886, + "FP": 20813, + "IoU": 0.74462079305175, + "TN": 193908820, + "TP": 72016, + "n_pred": 92829, + "n_ref": 75902 + }, + "15": { + "Dice": 0.7346130628999155, + "FN": 5754, + "FP": 5237, + "IoU": 0.5805442124947525, + "TN": 193979332, + "TP": 15212, + "n_pred": 20449, + "n_ref": 20966 + }, + "2": { + "Dice": 0.9494878990327773, + "FN": 5589, + "FP": 8595, + "IoU": 0.9038333762729331, + "TN": 193858041, + "TP": 133310, + "n_pred": 141905, + "n_ref": 138899 + }, + "3": { + "Dice": 0.9230234700729243, + "FN": 16336, + "FP": 3382, + "IoU": 0.8570506825579793, + "TN": 193867598, + "TP": 118219, + "n_pred": 121601, + "n_ref": 134555 + }, + "4": { + "Dice": 0.8288647547938232, + "FN": 1491, + "FP": 6577, + "IoU": 0.7077446931826414, + "TN": 193977929, + "TP": 19538, + "n_pred": 26115, + "n_ref": 21029 + }, + "5": { + "Dice": 0.48653384060873045, + "FN": 17551, + "FP": 2963, + "IoU": 0.3214699169781365, + "TN": 193975302, + "TP": 9719, + "n_pred": 12682, + "n_ref": 27270 + }, + "6": { + "Dice": 0.9443162006332747, + "FN": 44638, + "FP": 113460, + "IoU": 0.8945066706524655, + "TN": 192506881, + "TP": 1340556, + "n_pred": 1454016, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.876505030375537, + "FN": 58953, + "FP": 15163, + "IoU": 0.7801592833731295, + "TN": 193668400, + "TP": 263019, + "n_pred": 278182, + "n_ref": 321972 + }, + "8": { + "Dice": 0.9286149860586002, + "FN": 20595, + "FP": 13353, + "IoU": 0.8667425565739633, + "TN": 193750780, + "TP": 220807, + "n_pred": 234160, + "n_ref": 241402 + }, + "9": { + "Dice": 0.8840796555435952, + "FN": 16286, + "FP": 5252, + "IoU": 0.7922426183333494, + "TN": 193901866, + "TP": 82131, + "n_pred": 87383, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9401429598612697, + "FN": 3314, + "FP": 10838, + "IoU": 0.8870469546894829, + "TN": 99530509, + "TP": 111139, + "n_pred": 121977, + "n_ref": 114453 + }, + "10": { + "Dice": 0.7875835974709172, + "FN": 24226, + "FP": 1374, + "IoU": 0.6495982698914576, + "TN": 99582741, + "TP": 47459, + "n_pred": 48833, + "n_ref": 71685 + }, + "11": { + "Dice": 0.0, + "FN": 3642, + "FP": 0, + "IoU": 0.0, + "TN": 99652158, + "TP": 0, + "n_pred": 0, + "n_ref": 3642 + }, + "12": { + "Dice": 0.48514431239388794, + "FN": 2425, + "FP": 1, + "IoU": 0.3202577752871953, + "TN": 99652231, + "TP": 1143, + "n_pred": 1144, + "n_ref": 3568 + }, + "13": { + "Dice": 0.5408088882185859, + "FN": 23916, + "FP": 12620, + "IoU": 0.3706223837659989, + "TN": 99597749, + "TP": 21515, + "n_pred": 34135, + "n_ref": 45431 + }, + "14": { + "Dice": 0.3435048578625405, + "FN": 39821, + "FP": 14911, + "IoU": 0.20736846678541948, + "TN": 99586749, + "TP": 14319, + "n_pred": 29230, + "n_ref": 54140 + }, + "15": { + "Dice": 0.48682145907402624, + "FN": 25692, + "FP": 145, + "IoU": 0.3217210962931849, + "TN": 99617708, + "TP": 12255, + "n_pred": 12400, + "n_ref": 37947 + }, + "2": { + "Dice": 0.9477336803296464, + "FN": 9872, + "FP": 1696, + "IoU": 0.9006595218466612, + "TN": 99539352, + "TP": 104880, + "n_pred": 106576, + "n_ref": 114752 + }, + "3": { + "Dice": 0.9613158770484485, + "FN": 5372, + "FP": 4160, + "IoU": 0.9255132102306027, + "TN": 99527831, + "TP": 118437, + "n_pred": 122597, + "n_ref": 123809 + }, + "4": { + "Dice": 0.8345589329840126, + "FN": 4890, + "FP": 667, + "IoU": 0.716088489245389, + "TN": 99636227, + "TP": 14016, + "n_pred": 14683, + "n_ref": 18906 + }, + "5": { + "Dice": 0.11072664359861592, + "FN": 6550, + "FP": 132, + "IoU": 0.05860805860805861, + "TN": 99648702, + "TP": 416, + "n_pred": 548, + "n_ref": 6966 + }, + "6": { + "Dice": 0.9663044387664064, + "FN": 48995, + "FP": 42025, + "IoU": 0.9348056381447899, + "TN": 98259667, + "TP": 1305113, + "n_pred": 1347138, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.8386634952485091, + "FN": 18179, + "FP": 39069, + "IoU": 0.7221537356461304, + "TN": 99449758, + "TP": 148794, + "n_pred": 187863, + "n_ref": 166973 + }, + "8": { + "Dice": 0.9527195418434089, + "FN": 7263, + "FP": 2033, + "IoU": 0.9097081249089408, + "TN": 99552845, + "TP": 93659, + "n_pred": 95692, + "n_ref": 100922 + }, + "9": { + "Dice": 0.93468301736994, + "FN": 8415, + "FP": 3761, + "IoU": 0.8773754972556523, + "TN": 99556505, + "TP": 87119, + "n_pred": 90880, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8516046882079837, + "FN": 115192, + "FP": 417, + "IoU": 0.7415605754076923, + "TN": 62636185, + "TP": 331726, + "n_pred": 332143, + "n_ref": 446918 + }, + "10": { + "Dice": 0.8709430886024354, + "FN": 11016, + "FP": 6715, + "IoU": 0.7713898916967509, + "TN": 63005960, + "TP": 59829, + "n_pred": 66544, + "n_ref": 70845 + }, + "11": { + "Dice": 0.0, + "FN": 3545, + "FP": 0, + "IoU": 0.0, + "TN": 63079975, + "TP": 0, + "n_pred": 0, + "n_ref": 3545 + }, + "12": { + "Dice": 0.7506899724011039, + "FN": 1054, + "FP": 572, + "IoU": 0.6008836524300442, + "TN": 63079446, + "TP": 2448, + "n_pred": 3020, + "n_ref": 3502 + }, + "13": { + "Dice": 0.554076690342938, + "FN": 24320, + "FP": 10021, + "IoU": 0.3831992240821898, + "TN": 63027844, + "TP": 21335, + "n_pred": 31356, + "n_ref": 45655 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 63083520, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 63083520, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9595102727212004, + "FN": 1870, + "FP": 8435, + "IoU": 0.922171788500608, + "TN": 62951113, + "TP": 122102, + "n_pred": 130537, + "n_ref": 123972 + }, + "3": { + "Dice": 0.9627824280320435, + "FN": 7104, + "FP": 2211, + "IoU": 0.928235747303544, + "TN": 62953720, + "TP": 120485, + "n_pred": 122696, + "n_ref": 127589 + }, + "4": { + "Dice": 0.1390765479758216, + "FN": 16660, + "FP": 289, + "IoU": 0.07473523310405066, + "TN": 63065202, + "TP": 1369, + "n_pred": 1658, + "n_ref": 18029 + }, + "5": { + "Dice": 0.6112477791444582, + "FN": 8009, + "FP": 3369, + "IoU": 0.4401417113615116, + "TN": 63063197, + "TP": 8945, + "n_pred": 12314, + "n_ref": 16954 + }, + "6": { + "Dice": 0.8829215362163587, + "FN": 171949, + "FP": 82045, + "IoU": 0.790384529682747, + "TN": 61871806, + "TP": 957720, + "n_pred": 1039765, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.7846462227465758, + "FN": 22978, + "FP": 50401, + "IoU": 0.6456113745906944, + "TN": 62876462, + "TP": 133679, + "n_pred": 184080, + "n_ref": 156657 + }, + "8": { + "Dice": 0.9182103699245858, + "FN": 14310, + "FP": 3086, + "IoU": 0.8487882896978547, + "TN": 62968476, + "TP": 97648, + "n_pred": 100734, + "n_ref": 111958 + }, + "9": { + "Dice": 0.8907346747777258, + "FN": 4819, + "FP": 4521, + "IoU": 0.8029951487028053, + "TN": 63036110, + "TP": 38070, + "n_pred": 42591, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9604746432191266, + "FN": 17777, + "FP": 6479, + "IoU": 0.9239549924914333, + "TN": 109289849, + "TP": 294713, + "n_pred": 301192, + "n_ref": 312490 + }, + "10": { + "Dice": 0.5557644291484706, + "FN": 30278, + "FP": 61884, + "IoU": 0.3848156355966144, + "TN": 109459006, + "TP": 57650, + "n_pred": 119534, + "n_ref": 87928 + }, + "11": { + "Dice": 0.0, + "FN": 4466, + "FP": 0, + "IoU": 0.0, + "TN": 109604352, + "TP": 0, + "n_pred": 0, + "n_ref": 4466 + }, + "12": { + "Dice": 0.6431372549019608, + "FN": 2113, + "FP": 71, + "IoU": 0.47398843930635837, + "TN": 109604666, + "TP": 1968, + "n_pred": 2039, + "n_ref": 4081 + }, + "13": { + "Dice": 0.3679945095061476, + "FN": 55578, + "FP": 30984, + "IoU": 0.22548607320848582, + "TN": 109497055, + "TP": 25201, + "n_pred": 56185, + "n_ref": 80779 + }, + "14": { + "Dice": 0.5817103681458481, + "FN": 28442, + "FP": 70033, + "IoU": 0.41014920724293047, + "TN": 109441869, + "TP": 68474, + "n_pred": 138507, + "n_ref": 96916 + }, + "15": { + "Dice": 0.8633011963373882, + "FN": 9117, + "FP": 20786, + "IoU": 0.7594810459514023, + "TN": 109484491, + "TP": 94424, + "n_pred": 115210, + "n_ref": 103541 + }, + "2": { + "Dice": 0.8242540243423636, + "FN": 62906, + "FP": 1552, + "IoU": 0.701047710481279, + "TN": 109393205, + "TP": 151155, + "n_pred": 152707, + "n_ref": 214061 + }, + "3": { + "Dice": 0.8877759916201384, + "FN": 13463, + "FP": 45248, + "IoU": 0.7981989104095416, + "TN": 109317883, + "TP": 232224, + "n_pred": 277472, + "n_ref": 245687 + }, + "4": { + "Dice": 0.7566589477085465, + "FN": 15164, + "FP": 7429, + "IoU": 0.6085691020287947, + "TN": 109551099, + "TP": 35126, + "n_pred": 42555, + "n_ref": 50290 + }, + "5": { + "Dice": 0.5055077107951131, + "FN": 6766, + "FP": 641, + "IoU": 0.33824711873492364, + "TN": 109597625, + "TP": 3786, + "n_pred": 4427, + "n_ref": 10552 + }, + "6": { + "Dice": 0.8566702527669514, + "FN": 40906, + "FP": 363838, + "IoU": 0.7492766236863542, + "TN": 107994513, + "TP": 1209561, + "n_pred": 1573399, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.7386522410748309, + "FN": 476875, + "FP": 33395, + "IoU": 0.5856055444251614, + "TN": 108377455, + "TP": 721093, + "n_pred": 754488, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.9367228423677473, + "FN": 5460, + "FP": 5883, + "IoU": 0.8809771146157963, + "TN": 109513517, + "TP": 83958, + "n_pred": 89841, + "n_ref": 89418 + }, + "9": { + "Dice": 0.627438773020587, + "FN": 17912, + "FP": 26371, + "IoU": 0.4571298975138528, + "TN": 109527246, + "TP": 37289, + "n_pred": 63660, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8984706367095664, + "FN": 3171, + "FP": 9396, + "IoU": 0.815657454673473, + "TN": 66999180, + "TP": 55605, + "n_pred": 65001, + "n_ref": 58776 + }, + "10": { + "Dice": 0.5722628938060377, + "FN": 44011, + "FP": 7989, + "IoU": 0.4008181137293311, + "TN": 66980567, + "TP": 34785, + "n_pred": 42774, + "n_ref": 78796 + }, + "11": { + "Dice": 0.0, + "FN": 3126, + "FP": 0, + "IoU": 0.0, + "TN": 67064226, + "TP": 0, + "n_pred": 0, + "n_ref": 3126 + }, + "12": { + "Dice": 0.6236140828632561, + "FN": 1708, + "FP": 227, + "IoU": 0.4530808366308649, + "TN": 67063814, + "TP": 1603, + "n_pred": 1830, + "n_ref": 3311 + }, + "13": { + "Dice": 0.3595281987699235, + "FN": 27192, + "FP": 12067, + "IoU": 0.21916146226978003, + "TN": 67017074, + "TP": 11019, + "n_pred": 23086, + "n_ref": 38211 + }, + "14": { + "Dice": 0.770604725670805, + "FN": 17750, + "FP": 16618, + "IoU": 0.6268160792234022, + "TN": 66975258, + "TP": 57726, + "n_pred": 74344, + "n_ref": 75476 + }, + "15": { + "Dice": 0.0, + "FN": 31362, + "FP": 30132, + "IoU": 0.0, + "TN": 67005858, + "TP": 0, + "n_pred": 30132, + "n_ref": 31362 + }, + "2": { + "Dice": 0.9107426371036081, + "FN": 5785, + "FP": 21706, + "IoU": 0.836113363220145, + "TN": 66899608, + "TP": 140253, + "n_pred": 161959, + "n_ref": 146038 + }, + "3": { + "Dice": 0.9095042331219522, + "FN": 22541, + "FP": 4887, + "IoU": 0.8340282106052996, + "TN": 66902095, + "TP": 137829, + "n_pred": 142716, + "n_ref": 160370 + }, + "4": { + "Dice": 0.0, + "FN": 13039, + "FP": 2, + "IoU": 0.0, + "TN": 67054311, + "TP": 0, + "n_pred": 2, + "n_ref": 13039 + }, + "5": { + "Dice": 0.05121457489878543, + "FN": 8668, + "FP": 706, + "IoU": 0.026280253453827777, + "TN": 67057725, + "TP": 253, + "n_pred": 959, + "n_ref": 8921 + }, + "6": { + "Dice": 0.9542803826618772, + "FN": 67830, + "FP": 29143, + "IoU": 0.9125585547405106, + "TN": 65958347, + "TP": 1012032, + "n_pred": 1041175, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.4090478742408003, + "FN": 260016, + "FP": 4636, + "IoU": 0.25710885174851084, + "TN": 66711106, + "TP": 91594, + "n_pred": 96230, + "n_ref": 351610 + }, + "8": { + "Dice": 0.8702703988204238, + "FN": 12526, + "FP": 9294, + "IoU": 0.7703351296732907, + "TN": 66972344, + "TP": 73188, + "n_pred": 82482, + "n_ref": 85714 + }, + "9": { + "Dice": 0.8611803274354416, + "FN": 12197, + "FP": 8806, + "IoU": 0.7562042948345908, + "TN": 66981202, + "TP": 65147, + "n_pred": 73953, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5322108053300121, + "FN": 113556, + "FP": 3628, + "IoU": 0.3625934890804754, + "TN": 74335435, + "TP": 66661, + "n_pred": 70289, + "n_ref": 180217 + }, + "10": { + "Dice": 0.715960515521211, + "FN": 15568, + "FP": 16631, + "IoU": 0.5575845012366034, + "TN": 74446500, + "TP": 40581, + "n_pred": 57212, + "n_ref": 56149 + }, + "11": { + "Dice": 0.0, + "FN": 3387, + "FP": 0, + "IoU": 0.0, + "TN": 74515893, + "TP": 0, + "n_pred": 0, + "n_ref": 3387 + }, + "12": { + "Dice": 0.3488372093023256, + "FN": 1736, + "FP": 0, + "IoU": 0.2112676056338028, + "TN": 74517079, + "TP": 465, + "n_pred": 465, + "n_ref": 2201 + }, + "13": { + "Dice": 0.40347826086956523, + "FN": 27346, + "FP": 18616, + "IoU": 0.25272331154684097, + "TN": 74457774, + "TP": 15544, + "n_pred": 34160, + "n_ref": 42890 + }, + "14": { + "Dice": 0.5507075802157769, + "FN": 12273, + "FP": 19793, + "IoU": 0.37998375807262463, + "TN": 74467562, + "TP": 19652, + "n_pred": 39445, + "n_ref": 31925 + }, + "15": { + "Dice": 0.7150524092767326, + "FN": 11906, + "FP": 2801, + "IoU": 0.5564837153196622, + "TN": 74486120, + "TP": 18453, + "n_pred": 21254, + "n_ref": 30359 + }, + "2": { + "Dice": 0.8228775800927469, + "FN": 5162, + "FP": 53276, + "IoU": 0.699058624809459, + "TN": 74325096, + "TP": 135746, + "n_pred": 189022, + "n_ref": 140908 + }, + "3": { + "Dice": 0.7690715372907154, + "FN": 54585, + "FP": 6103, + "IoU": 0.6247897912751014, + "TN": 74357536, + "TP": 101056, + "n_pred": 107159, + "n_ref": 155641 + }, + "4": { + "Dice": 0.0, + "FN": 13278, + "FP": 1479, + "IoU": 0.0, + "TN": 74504523, + "TP": 0, + "n_pred": 1479, + "n_ref": 13278 + }, + "5": { + "Dice": 0.4971342383107089, + "FN": 6034, + "FP": 2301, + "IoU": 0.3307908470493778, + "TN": 74506825, + "TP": 4120, + "n_pred": 6421, + "n_ref": 10154 + }, + "6": { + "Dice": 0.9352275158169162, + "FN": 86711, + "FP": 123728, + "IoU": 0.87833554088735, + "TN": 72789613, + "TP": 1519228, + "n_pred": 1642956, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.6553808140505526, + "FN": 78865, + "FP": 14024, + "IoU": 0.487409982617333, + "TN": 74338065, + "TP": 88326, + "n_pred": 102350, + "n_ref": 167191 + }, + "8": { + "Dice": 0.9585859131871781, + "FN": 2312, + "FP": 3051, + "IoU": 0.9204656681002521, + "TN": 74451850, + "TP": 62067, + "n_pred": 65118, + "n_ref": 64379 + }, + "9": { + "Dice": 0.9128421428491726, + "FN": 11050, + "FP": 4572, + "IoU": 0.8396592425331006, + "TN": 74421850, + "TP": 81808, + "n_pred": 86380, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9596847540281627, + "FN": 11742, + "FP": 11042, + "IoU": 0.9224941744765534, + "TN": 65757215, + "TP": 271181, + "n_pred": 282223, + "n_ref": 282923 + }, + "10": { + "Dice": 0.320194021564445, + "FN": 61617, + "FP": 31443, + "IoU": 0.1906136932925132, + "TN": 65936204, + "TP": 21916, + "n_pred": 53359, + "n_ref": 83533 + }, + "11": { + "Dice": 0.0, + "FN": 3637, + "FP": 0, + "IoU": 0.0, + "TN": 66047543, + "TP": 0, + "n_pred": 0, + "n_ref": 3637 + }, + "12": { + "Dice": 0.5235528474337943, + "FN": 1909, + "FP": 124, + "IoU": 0.3546031746031746, + "TN": 66048030, + "TP": 1117, + "n_pred": 1241, + "n_ref": 3026 + }, + "13": { + "Dice": 0.7150532161559952, + "FN": 16016, + "FP": 9177, + "IoU": 0.5564846927098921, + "TN": 65994377, + "TP": 31610, + "n_pred": 40787, + "n_ref": 47626 + }, + "14": { + "Dice": 0.7181660910698441, + "FN": 2419, + "FP": 41730, + "IoU": 0.5602645444675743, + "TN": 65950781, + "TP": 56250, + "n_pred": 97980, + "n_ref": 58669 + }, + "15": { + "Dice": 0.7630616509926855, + "FN": 7070, + "FP": 3814, + "IoU": 0.616895459345301, + "TN": 66022770, + "TP": 17526, + "n_pred": 21340, + "n_ref": 24596 + }, + "2": { + "Dice": 0.8212845987491493, + "FN": 41982, + "FP": 2395, + "IoU": 0.6967624227846717, + "TN": 65904836, + "TP": 101967, + "n_pred": 104362, + "n_ref": 143949 + }, + "3": { + "Dice": 0.860876181557461, + "FN": 9742, + "FP": 37798, + "IoU": 0.7557353885677585, + "TN": 65856555, + "TP": 147085, + "n_pred": 184883, + "n_ref": 156827 + }, + "4": { + "Dice": 0.8675040373228063, + "FN": 5355, + "FP": 2029, + "IoU": 0.7660107107773235, + "TN": 66019623, + "TP": 24173, + "n_pred": 26202, + "n_ref": 29528 + }, + "5": { + "Dice": 0.6879905808477237, + "FN": 4720, + "FP": 50, + "IoU": 0.5243793000299133, + "TN": 66041151, + "TP": 5259, + "n_pred": 5309, + "n_ref": 9979 + }, + "6": { + "Dice": 0.8678727225057081, + "FN": 35398, + "FP": 265457, + "IoU": 0.7665858245431101, + "TN": 64762248, + "TP": 988077, + "n_pred": 1253534, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.6410000734003908, + "FN": 513687, + "FP": 4757, + "IoU": 0.47167042532831815, + "TN": 65069891, + "TP": 462845, + "n_pred": 467602, + "n_ref": 976532 + }, + "8": { + "Dice": 0.9334034095714475, + "FN": 4043, + "FP": 6981, + "IoU": 0.8751231889803918, + "TN": 65962901, + "TP": 77255, + "n_pred": 84236, + "n_ref": 81298 + }, + "9": { + "Dice": 0.8836467478810341, + "FN": 11911, + "FP": 3409, + "IoU": 0.7915476093286526, + "TN": 65977686, + "TP": 58174, + "n_pred": 61583, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9736078026271625, + "FN": 4260, + "FP": 3839, + "IoU": 0.9485728799568213, + "TN": 113315055, + "TP": 149386, + "n_pred": 153225, + "n_ref": 153646 + }, + "10": { + "Dice": 0.824744365874752, + "FN": 7612, + "FP": 23393, + "IoU": 0.7017574235996883, + "TN": 113368581, + "TP": 72954, + "n_pred": 96347, + "n_ref": 80566 + }, + "11": { + "Dice": 0.0, + "FN": 3230, + "FP": 0, + "IoU": 0.0, + "TN": 113469310, + "TP": 0, + "n_pred": 0, + "n_ref": 3230 + }, + "12": { + "Dice": 0.785090757932659, + "FN": 1250, + "FP": 301, + "IoU": 0.646213503649635, + "TN": 113468156, + "TP": 2833, + "n_pred": 3134, + "n_ref": 4083 + }, + "13": { + "Dice": 0.5280539127273745, + "FN": 39108, + "FP": 28402, + "IoU": 0.35874541689621764, + "TN": 113367262, + "TP": 37768, + "n_pred": 66170, + "n_ref": 76876 + }, + "14": { + "Dice": 0.9432450469886157, + "FN": 20500, + "FP": 8754, + "IoU": 0.8925863506016177, + "TN": 113200191, + "TP": 243095, + "n_pred": 251849, + "n_ref": 263595 + }, + "15": { + "Dice": 0.5962623788733894, + "FN": 10684, + "FP": 4482, + "IoU": 0.4247676844301157, + "TN": 113446175, + "TP": 11199, + "n_pred": 15681, + "n_ref": 21883 + }, + "2": { + "Dice": 0.9654306866202776, + "FN": 5548, + "FP": 3156, + "IoU": 0.9331715856392617, + "TN": 113342296, + "TP": 121540, + "n_pred": 124696, + "n_ref": 127088 + }, + "3": { + "Dice": 0.9644249370748653, + "FN": 4393, + "FP": 4158, + "IoU": 0.9312940911793537, + "TN": 113348082, + "TP": 115907, + "n_pred": 120065, + "n_ref": 120300 + }, + "4": { + "Dice": 0.6511516084050584, + "FN": 4008, + "FP": 25012, + "IoU": 0.48274632824754027, + "TN": 113416436, + "TP": 27084, + "n_pred": 52096, + "n_ref": 31092 + }, + "5": { + "Dice": 0.6004800349116299, + "FN": 16314, + "FP": 5658, + "IoU": 0.4290614281259744, + "TN": 113434056, + "TP": 16512, + "n_pred": 22170, + "n_ref": 32826 + }, + "6": { + "Dice": 0.9578024301526133, + "FN": 44666, + "FP": 52167, + "IoU": 0.9190219377434055, + "TN": 112276747, + "TP": 1098960, + "n_pred": 1151127, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.8390689557830985, + "FN": 38196, + "FP": 30785, + "IoU": 0.7227552058004333, + "TN": 113223731, + "TP": 179828, + "n_pred": 210613, + "n_ref": 218024 + }, + "8": { + "Dice": 0.9237160535364454, + "FN": 21019, + "FP": 10950, + "IoU": 0.858245685603306, + "TN": 113247016, + "TP": 193555, + "n_pred": 204505, + "n_ref": 214574 + }, + "9": { + "Dice": 0.8941610519773899, + "FN": 15597, + "FP": 5861, + "IoU": 0.8085816235504014, + "TN": 113360440, + "TP": 90642, + "n_pred": 96503, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7939772096684691, + "FN": 4139, + "FP": 59719, + "IoU": 0.6583434542312487, + "TN": 75009821, + "TP": 123049, + "n_pred": 182768, + "n_ref": 127188 + }, + "10": { + "Dice": 0.7616844534179406, + "FN": 34036, + "FP": 7276, + "IoU": 0.6150972226104294, + "TN": 75089397, + "TP": 66019, + "n_pred": 73295, + "n_ref": 100055 + }, + "11": { + "Dice": 0.0, + "FN": 3544, + "FP": 0, + "IoU": 0.0, + "TN": 75193184, + "TP": 0, + "n_pred": 0, + "n_ref": 3544 + }, + "12": { + "Dice": 0.44723939458537626, + "FN": 2057, + "FP": 536, + "IoU": 0.28802855573860514, + "TN": 75193086, + "TP": 1049, + "n_pred": 1585, + "n_ref": 3106 + }, + "13": { + "Dice": 0.5607373235471348, + "FN": 26878, + "FP": 17589, + "IoU": 0.38960040631992204, + "TN": 75123879, + "TP": 28382, + "n_pred": 45971, + "n_ref": 55260 + }, + "14": { + "Dice": 0.935044352809512, + "FN": 8567, + "FP": 8729, + "IoU": 0.8780124836900941, + "TN": 75054943, + "TP": 124489, + "n_pred": 133218, + "n_ref": 133056 + }, + "15": { + "Dice": 0.619948000633684, + "FN": 40549, + "FP": 234, + "IoU": 0.4492207546660184, + "TN": 75122682, + "TP": 33263, + "n_pred": 33497, + "n_ref": 73812 + }, + "2": { + "Dice": 0.944605914955821, + "FN": 8349, + "FP": 7832, + "IoU": 0.8950267282541, + "TN": 75042584, + "TP": 137963, + "n_pred": 145795, + "n_ref": 146312 + }, + "3": { + "Dice": 0.9358210825534384, + "FN": 5623, + "FP": 13839, + "IoU": 0.8793832195049395, + "TN": 75035374, + "TP": 141892, + "n_pred": 155731, + "n_ref": 147515 + }, + "4": { + "Dice": 0.8936306754371891, + "FN": 2683, + "FP": 2621, + "IoU": 0.8077146171693735, + "TN": 75169144, + "TP": 22280, + "n_pred": 24901, + "n_ref": 24963 + }, + "5": { + "Dice": 0.13723631192225647, + "FN": 7122, + "FP": 158, + "IoU": 0.07367349535564321, + "TN": 75188869, + "TP": 579, + "n_pred": 737, + "n_ref": 7701 + }, + "6": { + "Dice": 0.9346116188361993, + "FN": 28016, + "FP": 143886, + "IoU": 0.8772496822381857, + "TN": 73796308, + "TP": 1228518, + "n_pred": 1372404, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.8719917600871759, + "FN": 5775, + "FP": 37102, + "IoU": 0.7730366935569247, + "TN": 75007812, + "TP": 146039, + "n_pred": 183141, + "n_ref": 151814 + }, + "8": { + "Dice": 0.9086898707453412, + "FN": 12644, + "FP": 1845, + "IoU": 0.8326596137854569, + "TN": 75110144, + "TP": 72095, + "n_pred": 73940, + "n_ref": 84739 + }, + "9": { + "Dice": 0.7969253593901877, + "FN": 14923, + "FP": 16833, + "IoU": 0.6624072459762295, + "TN": 75102662, + "TP": 62310, + "n_pred": 79143, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.972831161901374, + "FN": 8008, + "FP": 3601, + "IoU": 0.9470995670995671, + "TN": 86708422, + "TP": 207841, + "n_pred": 211442, + "n_ref": 215849 + }, + "10": { + "Dice": 0.6762588990861542, + "FN": 16916, + "FP": 32787, + "IoU": 0.5108694582492742, + "TN": 86826257, + "TP": 51912, + "n_pred": 84699, + "n_ref": 68828 + }, + "11": { + "Dice": 0.0, + "FN": 2590, + "FP": 0, + "IoU": 0.0, + "TN": 86925282, + "TP": 0, + "n_pred": 0, + "n_ref": 2590 + }, + "12": { + "Dice": 0.6310698027314112, + "FN": 1588, + "FP": 2302, + "IoU": 0.46099487321601773, + "TN": 86920655, + "TP": 3327, + "n_pred": 5629, + "n_ref": 4915 + }, + "13": { + "Dice": 0.5538561222227906, + "FN": 22879, + "FP": 29451, + "IoU": 0.38298825637881434, + "TN": 86843060, + "TP": 32482, + "n_pred": 61933, + "n_ref": 55361 + }, + "14": { + "Dice": 0.7421667071488003, + "FN": 11473, + "FP": 38418, + "IoU": 0.590035826978701, + "TN": 86806176, + "TP": 71805, + "n_pred": 110223, + "n_ref": 83278 + }, + "15": { + "Dice": 0.8078375489846812, + "FN": 49273, + "FP": 4667, + "IoU": 0.6776237150370548, + "TN": 86760552, + "TP": 113380, + "n_pred": 118047, + "n_ref": 162653 + }, + "2": { + "Dice": 0.9228818350698651, + "FN": 9957, + "FP": 9139, + "IoU": 0.8568064907992021, + "TN": 86794514, + "TP": 114262, + "n_pred": 123401, + "n_ref": 124219 + }, + "3": { + "Dice": 0.9226102814456442, + "FN": 23131, + "FP": 1567, + "IoU": 0.8563384869530822, + "TN": 86755954, + "TP": 147220, + "n_pred": 148787, + "n_ref": 170351 + }, + "4": { + "Dice": 0.799373040752351, + "FN": 2242, + "FP": 4926, + "IoU": 0.6657963446475196, + "TN": 86906424, + "TP": 14280, + "n_pred": 19206, + "n_ref": 16522 + }, + "5": { + "Dice": 0.6399427344309234, + "FN": 2791, + "FP": 227, + "IoU": 0.4705263157894737, + "TN": 86922172, + "TP": 2682, + "n_pred": 2909, + "n_ref": 5473 + }, + "6": { + "Dice": 0.8747370000423778, + "FN": 28721, + "FP": 299380, + "IoU": 0.7773622700429328, + "TN": 85454173, + "TP": 1145598, + "n_pred": 1444978, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.6729582775903228, + "FN": 494783, + "FP": 18820, + "IoU": 0.5071116199484275, + "TN": 85885845, + "TP": 528424, + "n_pred": 547244, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.9410209813315711, + "FN": 3124, + "FP": 3302, + "IoU": 0.8886115444617785, + "TN": 86870182, + "TP": 51264, + "n_pred": 54566, + "n_ref": 54388 + }, + "9": { + "Dice": 0.7894206228826259, + "FN": 7302, + "FP": 15883, + "IoU": 0.652101496031091, + "TN": 86861229, + "TP": 43458, + "n_pred": 59341, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.666734586635495, + "FN": 26292, + "FP": 35860, + "IoU": 0.5000764138574519, + "TN": 37625277, + "TP": 62171, + "n_pred": 98031, + "n_ref": 88463 + }, + "10": { + "Dice": 0.6593180543146259, + "FN": 27513, + "FP": 5279, + "IoU": 0.4917781256296204, + "TN": 37685077, + "TP": 31731, + "n_pred": 37010, + "n_ref": 59244 + }, + "11": { + "Dice": 0.0, + "FN": 2588, + "FP": 0, + "IoU": 0.0, + "TN": 37747012, + "TP": 0, + "n_pred": 0, + "n_ref": 2588 + }, + "12": { + "Dice": 0.04606640741848639, + "FN": 2840, + "FP": 349, + "IoU": 0.02357624004898959, + "TN": 37746334, + "TP": 77, + "n_pred": 426, + "n_ref": 2917 + }, + "13": { + "Dice": 0.6188468364148972, + "FN": 20301, + "FP": 9982, + "IoU": 0.4480653215958591, + "TN": 37694733, + "TP": 24584, + "n_pred": 34566, + "n_ref": 44885 + }, + "14": { + "Dice": 0.33780520630561395, + "FN": 13680, + "FP": 325818, + "IoU": 0.20322841076575013, + "TN": 37323508, + "TP": 86594, + "n_pred": 412412, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 13486, + "IoU": 0.0, + "TN": 37736114, + "TP": 0, + "n_pred": 13486, + "n_ref": 0 + }, + "2": { + "Dice": 0.6959740978455158, + "FN": 45526, + "FP": 2269, + "IoU": 0.5337118662256953, + "TN": 37647099, + "TP": 54706, + "n_pred": 56975, + "n_ref": 100232 + }, + "3": { + "Dice": 0.9386129387833952, + "FN": 6102, + "FP": 4702, + "IoU": 0.884326720270661, + "TN": 37656199, + "TP": 82597, + "n_pred": 87299, + "n_ref": 88699 + }, + "4": { + "Dice": 0.0, + "FN": 11694, + "FP": 9, + "IoU": 0.0, + "TN": 37737897, + "TP": 0, + "n_pred": 9, + "n_ref": 11694 + }, + "5": { + "Dice": 0.804133912374251, + "FN": 2735, + "FP": 828, + "IoU": 0.672428059207502, + "TN": 37738723, + "TP": 7314, + "n_pred": 8142, + "n_ref": 10049 + }, + "6": { + "Dice": 0.9051499272869971, + "FN": 115129, + "FP": 16359, + "IoU": 0.8267341345140207, + "TN": 36990720, + "TP": 627392, + "n_pred": 643751, + "n_ref": 742521 + }, + "7": { + "Dice": 0.8585782706946683, + "FN": 66983, + "FP": 24700, + "IoU": 0.7522007411031139, + "TN": 37379611, + "TP": 278306, + "n_pred": 303006, + "n_ref": 345289 + }, + "8": { + "Dice": 0.9472555937653522, + "FN": 3851, + "FP": 4416, + "IoU": 0.899796368572883, + "TN": 37667098, + "TP": 74235, + "n_pred": 78651, + "n_ref": 78086 + }, + "9": { + "Dice": 0.8940254098867239, + "FN": 4141, + "FP": 7862, + "IoU": 0.8083598103236314, + "TN": 37686967, + "TP": 50630, + "n_pred": 58492, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9569293712754185, + "FN": 9508, + "FP": 7462, + "IoU": 0.917415700263277, + "TN": 75701201, + "TP": 188517, + "n_pred": 195979, + "n_ref": 198025 + }, + "10": { + "Dice": 0.8719856267097624, + "FN": 17529, + "FP": 10829, + "IoU": 0.7730270529854331, + "TN": 75781748, + "TP": 96582, + "n_pred": 107411, + "n_ref": 114111 + }, + "11": { + "Dice": 0.0, + "FN": 4342, + "FP": 0, + "IoU": 0.0, + "TN": 75902346, + "TP": 0, + "n_pred": 0, + "n_ref": 4342 + }, + "12": { + "Dice": 0.5717111770524234, + "FN": 2561, + "FP": 470, + "IoU": 0.4002770083102493, + "TN": 75901634, + "TP": 2023, + "n_pred": 2493, + "n_ref": 4584 + }, + "13": { + "Dice": 0.6971125434630238, + "FN": 16139, + "FP": 5900, + "IoU": 0.535052003122297, + "TN": 75859287, + "TP": 25362, + "n_pred": 31262, + "n_ref": 41501 + }, + "14": { + "Dice": 0.9010416272110905, + "FN": 4738, + "FP": 21388, + "IoU": 0.8199051479306256, + "TN": 75761620, + "TP": 118942, + "n_pred": 140330, + "n_ref": 123680 + }, + "15": { + "Dice": 0.7927225266237492, + "FN": 61544, + "FP": 4204, + "IoU": 0.6566199934194378, + "TN": 75715215, + "TP": 125725, + "n_pred": 129929, + "n_ref": 187269 + }, + "2": { + "Dice": 0.9222736552507178, + "FN": 23758, + "FP": 4720, + "IoU": 0.8557586624323188, + "TN": 75709255, + "TP": 168955, + "n_pred": 173675, + "n_ref": 192713 + }, + "3": { + "Dice": 0.9375543641568218, + "FN": 14106, + "FP": 17482, + "IoU": 0.8824492590745688, + "TN": 75637970, + "TP": 237130, + "n_pred": 254612, + "n_ref": 251236 + }, + "4": { + "Dice": 0.8905735105280257, + "FN": 1395, + "FP": 5678, + "IoU": 0.8027332310695858, + "TN": 75870833, + "TP": 28782, + "n_pred": 34460, + "n_ref": 30177 + }, + "5": { + "Dice": 0.8239077995175557, + "FN": 1944, + "FP": 1341, + "IoU": 0.7005469462169553, + "TN": 75895718, + "TP": 7685, + "n_pred": 9026, + "n_ref": 9629 + }, + "6": { + "Dice": 0.9720883943111304, + "FN": 67466, + "FP": 26683, + "IoU": 0.9456925954831218, + "TN": 74173057, + "TP": 1639482, + "n_pred": 1666165, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.8850334062009299, + "FN": 43774, + "FP": 15970, + "IoU": 0.7937757159031287, + "TN": 75616984, + "TP": 229960, + "n_pred": 245930, + "n_ref": 273734 + }, + "8": { + "Dice": 0.9544979908700763, + "FN": 4451, + "FP": 3872, + "IoU": 0.912956629958481, + "TN": 75811069, + "TP": 87296, + "n_pred": 91168, + "n_ref": 91747 + }, + "9": { + "Dice": 0.8370095999112147, + "FN": 17411, + "FP": 6087, + "IoU": 0.7197046509131249, + "TN": 75822855, + "TP": 60335, + "n_pred": 66422, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9542530957871372, + "FN": 6698, + "FP": 1773, + "IoU": 0.9125086499829582, + "TN": 61290929, + "TP": 88350, + "n_pred": 90123, + "n_ref": 95048 + }, + "10": { + "Dice": 0.7923800665808413, + "FN": 8194, + "FP": 28415, + "IoU": 0.6561502047563588, + "TN": 61281282, + "TP": 69859, + "n_pred": 98274, + "n_ref": 78053 + }, + "11": { + "Dice": 0.0, + "FN": 3342, + "FP": 0, + "IoU": 0.0, + "TN": 61384408, + "TP": 0, + "n_pred": 0, + "n_ref": 3342 + }, + "12": { + "Dice": 0.7517509727626459, + "FN": 954, + "FP": 641, + "IoU": 0.6022443890274314, + "TN": 61383740, + "TP": 2415, + "n_pred": 3056, + "n_ref": 3369 + }, + "13": { + "Dice": 0.5959801407329737, + "FN": 15867, + "FP": 16114, + "IoU": 0.4244812755313214, + "TN": 61332181, + "TP": 23588, + "n_pred": 39702, + "n_ref": 39455 + }, + "14": { + "Dice": 0.872682358555448, + "FN": 4284, + "FP": 13858, + "IoU": 0.7741228616250405, + "TN": 61307432, + "TP": 62176, + "n_pred": 76034, + "n_ref": 66460 + }, + "15": { + "Dice": 0.8842971287668635, + "FN": 5434, + "FP": 4326, + "IoU": 0.7925919629385638, + "TN": 61340693, + "TP": 37297, + "n_pred": 41623, + "n_ref": 42731 + }, + "2": { + "Dice": 0.9696309575135961, + "FN": 4972, + "FP": 3058, + "IoU": 0.9410521061208909, + "TN": 61251528, + "TP": 128192, + "n_pred": 131250, + "n_ref": 133164 + }, + "3": { + "Dice": 0.9667579818458838, + "FN": 6399, + "FP": 2350, + "IoU": 0.9356549238802677, + "TN": 61251780, + "TP": 127221, + "n_pred": 129571, + "n_ref": 133620 + }, + "4": { + "Dice": 0.7551427879961278, + "FN": 6495, + "FP": 1599, + "IoU": 0.6066099635479951, + "TN": 61367175, + "TP": 12481, + "n_pred": 14080, + "n_ref": 18976 + }, + "5": { + "Dice": 0.457709753317001, + "FN": 18260, + "FP": 4097, + "IoU": 0.2967727730246603, + "TN": 61355958, + "TP": 9435, + "n_pred": 13532, + "n_ref": 27695 + }, + "6": { + "Dice": 0.9637181761837216, + "FN": 43861, + "FP": 27732, + "IoU": 0.9299769175094383, + "TN": 60365330, + "TP": 950827, + "n_pred": 978559, + "n_ref": 994688 + }, + "7": { + "Dice": 0.8169413356290739, + "FN": 47284, + "FP": 12254, + "IoU": 0.690533242545052, + "TN": 61195361, + "TP": 132851, + "n_pred": 145105, + "n_ref": 180135 + }, + "8": { + "Dice": 0.9098204446474991, + "FN": 31241, + "FP": 11394, + "IoU": 0.8345601788077157, + "TN": 61130043, + "TP": 215072, + "n_pred": 226466, + "n_ref": 246313 + }, + "9": { + "Dice": 0.8917226146751679, + "FN": 8459, + "FP": 8846, + "IoU": 0.8046023734516672, + "TN": 61299187, + "TP": 71258, + "n_pred": 80104, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9771960963083247, + "FN": 4378, + "FP": 4076, + "IoU": 0.955409040561211, + "TN": 39559210, + "TP": 181136, + "n_pred": 185212, + "n_ref": 185514 + }, + "10": { + "Dice": 0.5439352155025318, + "FN": 22345, + "FP": 27102, + "IoU": 0.37356525705019383, + "TN": 39669866, + "TP": 29487, + "n_pred": 56589, + "n_ref": 51832 + }, + "11": { + "Dice": 0.0, + "FN": 3031, + "FP": 0, + "IoU": 0.0, + "TN": 39745769, + "TP": 0, + "n_pred": 0, + "n_ref": 3031 + }, + "12": { + "Dice": 0.8462238398544131, + "FN": 670, + "FP": 344, + "IoU": 0.7334384858044164, + "TN": 39744996, + "TP": 2790, + "n_pred": 3134, + "n_ref": 3460 + }, + "13": { + "Dice": 0.661998165116306, + "FN": 15309, + "FP": 13796, + "IoU": 0.4947662610446647, + "TN": 39691193, + "TP": 28502, + "n_pred": 42298, + "n_ref": 43811 + }, + "14": { + "Dice": 0.273516393794852, + "FN": 20603, + "FP": 47021, + "IoU": 0.15842397391542426, + "TN": 39668446, + "TP": 12730, + "n_pred": 59751, + "n_ref": 33333 + }, + "15": { + "Dice": 0.8300478092867902, + "FN": 7357, + "FP": 10808, + "IoU": 0.7094715629198388, + "TN": 39686276, + "TP": 44359, + "n_pred": 55167, + "n_ref": 51716 + }, + "2": { + "Dice": 0.9352518609024185, + "FN": 9918, + "FP": 5026, + "IoU": 0.878378488357898, + "TN": 39625927, + "TP": 107929, + "n_pred": 112955, + "n_ref": 117847 + }, + "3": { + "Dice": 0.9462296269467584, + "FN": 3648, + "FP": 11198, + "IoU": 0.8979466980126897, + "TN": 39603327, + "TP": 130627, + "n_pred": 141825, + "n_ref": 134275 + }, + "4": { + "Dice": 0.7861638173962051, + "FN": 7034, + "FP": 2072, + "IoU": 0.6476687947378603, + "TN": 39722955, + "TP": 16739, + "n_pred": 18811, + "n_ref": 23773 + }, + "5": { + "Dice": 0.8144402085116316, + "FN": 1290, + "FP": 1095, + "IoU": 0.6869667935424596, + "TN": 39741181, + "TP": 5234, + "n_pred": 6329, + "n_ref": 6524 + }, + "6": { + "Dice": 0.9255246753113048, + "FN": 28993, + "FP": 115685, + "IoU": 0.8613735969967058, + "TN": 38705146, + "TP": 898976, + "n_pred": 1014661, + "n_ref": 927969 + }, + "7": { + "Dice": 0.7223764484368123, + "FN": 312743, + "FP": 9576, + "IoU": 0.5654063339337914, + "TN": 39007144, + "TP": 419337, + "n_pred": 428913, + "n_ref": 732080 + }, + "8": { + "Dice": 0.9599507697194073, + "FN": 1176, + "FP": 2859, + "IoU": 0.9229858950623175, + "TN": 39696407, + "TP": 48358, + "n_pred": 51217, + "n_ref": 49534 + }, + "9": { + "Dice": 0.8922396240328421, + "FN": 1095, + "FP": 8696, + "IoU": 0.805444610034774, + "TN": 39698475, + "TP": 40534, + "n_pred": 49230, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8888282007207613, + "FN": 13963, + "FP": 6798, + "IoU": 0.7999016905372323, + "TN": 101292854, + "TP": 82993, + "n_pred": 89791, + "n_ref": 96956 + }, + "10": { + "Dice": 0.7362500267335838, + "FN": 30753, + "FP": 6244, + "IoU": 0.5825915270491341, + "TN": 101307973, + "TP": 51638, + "n_pred": 57882, + "n_ref": 82391 + }, + "11": { + "Dice": 0.0, + "FN": 5529, + "FP": 0, + "IoU": 0.0, + "TN": 101391079, + "TP": 0, + "n_pred": 0, + "n_ref": 5529 + }, + "12": { + "Dice": 0.47067177957676465, + "FN": 3568, + "FP": 159, + "IoU": 0.30776374442793464, + "TN": 101391224, + "TP": 1657, + "n_pred": 1816, + "n_ref": 5225 + }, + "13": { + "Dice": 0.8792413505627344, + "FN": 7759, + "FP": 3829, + "IoU": 0.7845055231152601, + "TN": 101342834, + "TP": 42186, + "n_pred": 46015, + "n_ref": 49945 + }, + "14": { + "Dice": 0.966449353261435, + "FN": 8344, + "FP": 3266, + "IoU": 0.93507691791508, + "TN": 101217781, + "TP": 167217, + "n_pred": 170483, + "n_ref": 175561 + }, + "15": { + "Dice": 0.35921719063745616, + "FN": 20881, + "FP": 500, + "IoU": 0.21893037188573097, + "TN": 101369234, + "TP": 5993, + "n_pred": 6493, + "n_ref": 26874 + }, + "2": { + "Dice": 0.9391543010024188, + "FN": 18861, + "FP": 2244, + "IoU": 0.8852883146812477, + "TN": 101212625, + "TP": 162878, + "n_pred": 165122, + "n_ref": 181739 + }, + "3": { + "Dice": 0.9482349585047143, + "FN": 4301, + "FP": 13482, + "IoU": 0.9015653887455856, + "TN": 101215950, + "TP": 162875, + "n_pred": 176357, + "n_ref": 167176 + }, + "4": { + "Dice": 0.8353702372393961, + "FN": 850, + "FP": 2814, + "IoU": 0.717283950617284, + "TN": 101383648, + "TP": 9296, + "n_pred": 12110, + "n_ref": 10146 + }, + "5": { + "Dice": 0.7191940677715738, + "FN": 14172, + "FP": 4838, + "IoU": 0.5615168150574341, + "TN": 101353254, + "TP": 24344, + "n_pred": 29182, + "n_ref": 38516 + }, + "6": { + "Dice": 0.9514891376863194, + "FN": 52034, + "FP": 129316, + "IoU": 0.9074671249344336, + "TN": 99436764, + "TP": 1778494, + "n_pred": 1907810, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.8066940323641005, + "FN": 136463, + "FP": 19082, + "IoU": 0.6760160882814241, + "TN": 100916507, + "TP": 324556, + "n_pred": 343638, + "n_ref": 461019 + }, + "8": { + "Dice": 0.7267509577468741, + "FN": 100352, + "FP": 16480, + "IoU": 0.5707846097891616, + "TN": 101124409, + "TP": 155367, + "n_pred": 171847, + "n_ref": 255719 + }, + "9": { + "Dice": 0.9388950244952284, + "FN": 3731, + "FP": 7058, + "IoU": 0.8848276524653864, + "TN": 101302931, + "TP": 82888, + "n_pred": 89946, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8978376676894834, + "FN": 30168, + "FP": 12349, + "IoU": 0.8146147272219897, + "TN": 73654160, + "TP": 186827, + "n_pred": 199176, + "n_ref": 216995 + }, + "10": { + "Dice": 0.0652229231119504, + "FN": 70971, + "FP": 68623, + "IoU": 0.03371082068889135, + "TN": 73739040, + "TP": 4870, + "n_pred": 73493, + "n_ref": 75841 + }, + "11": { + "Dice": 0.0, + "FN": 6259, + "FP": 0, + "IoU": 0.0, + "TN": 73877245, + "TP": 0, + "n_pred": 0, + "n_ref": 6259 + }, + "12": { + "Dice": 0.34636389767174475, + "FN": 4336, + "FP": 212, + "IoU": 0.2094559360333739, + "TN": 73877751, + "TP": 1205, + "n_pred": 1417, + "n_ref": 5541 + }, + "13": { + "Dice": 0.0, + "FN": 61239, + "FP": 33280, + "IoU": 0.0, + "TN": 73788985, + "TP": 0, + "n_pred": 33280, + "n_ref": 61239 + }, + "14": { + "Dice": 0.7634873852971301, + "FN": 9827, + "FP": 46748, + "IoU": 0.6174521603894787, + "TN": 73735614, + "TP": 91315, + "n_pred": 138063, + "n_ref": 101142 + }, + "15": { + "Dice": 0.845023475951311, + "FN": 54347, + "FP": 7212, + "IoU": 0.7316369279863287, + "TN": 73654117, + "TP": 167828, + "n_pred": 175040, + "n_ref": 222175 + }, + "2": { + "Dice": 0.6846571829782038, + "FN": 84517, + "FP": 13618, + "IoU": 0.5205161529892314, + "TN": 73678836, + "TP": 106533, + "n_pred": 120151, + "n_ref": 191050 + }, + "3": { + "Dice": 0.7760072515547162, + "FN": 33861, + "FP": 54852, + "IoU": 0.6339966086730505, + "TN": 73641121, + "TP": 153670, + "n_pred": 208522, + "n_ref": 187531 + }, + "4": { + "Dice": 0.0, + "FN": 47888, + "FP": 41244, + "IoU": 0.0, + "TN": 73794372, + "TP": 0, + "n_pred": 41244, + "n_ref": 47888 + }, + "5": { + "Dice": 0.3344298245614035, + "FN": 12078, + "FP": 62, + "IoU": 0.20078999341672152, + "TN": 73868314, + "TP": 3050, + "n_pred": 3112, + "n_ref": 15128 + }, + "6": { + "Dice": 0.7315085417357543, + "FN": 134065, + "FP": 1016426, + "IoU": 0.5766759696882169, + "TN": 71165749, + "TP": 1567264, + "n_pred": 2583690, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.38006711374040575, + "FN": 100452, + "FP": 134908, + "IoU": 0.23461904932245445, + "TN": 73575997, + "TP": 72147, + "n_pred": 207055, + "n_ref": 172599 + }, + "8": { + "Dice": 0.7851049540602718, + "FN": 24503, + "FP": 5575, + "IoU": 0.6462327397614736, + "TN": 73798482, + "TP": 54944, + "n_pred": 60519, + "n_ref": 79447 + }, + "9": { + "Dice": 0.7887851249176453, + "FN": 14755, + "FP": 25639, + "IoU": 0.6512346744949059, + "TN": 73767684, + "TP": 75426, + "n_pred": 101065, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9654633905499937, + "FN": 7439, + "FP": 5432, + "IoU": 0.9332326973554524, + "TN": 69303002, + "TP": 179903, + "n_pred": 185335, + "n_ref": 187342 + }, + "10": { + "Dice": 0.6789180418210208, + "FN": 23122, + "FP": 18828, + "IoU": 0.5139106151724777, + "TN": 69409475, + "TP": 44351, + "n_pred": 63179, + "n_ref": 67473 + }, + "11": { + "Dice": 0.0, + "FN": 3461, + "FP": 0, + "IoU": 0.0, + "TN": 69492315, + "TP": 0, + "n_pred": 0, + "n_ref": 3461 + }, + "12": { + "Dice": 0.5492681454655198, + "FN": 1332, + "FP": 1655, + "IoU": 0.3786145204909507, + "TN": 69490969, + "TP": 1820, + "n_pred": 3475, + "n_ref": 3152 + }, + "13": { + "Dice": 0.6781036052079623, + "FN": 26413, + "FP": 22391, + "IoU": 0.5129778762386612, + "TN": 69395567, + "TP": 51405, + "n_pred": 73796, + "n_ref": 77818 + }, + "14": { + "Dice": 0.8908902955379017, + "FN": 25211, + "FP": 5609, + "IoU": 0.803248129516611, + "TN": 69339132, + "TP": 125824, + "n_pred": 131433, + "n_ref": 151035 + }, + "15": { + "Dice": 0.9052896464951137, + "FN": 15210, + "FP": 1275, + "IoU": 0.8269672828037913, + "TN": 69400505, + "TP": 78786, + "n_pred": 80061, + "n_ref": 93996 + }, + "2": { + "Dice": 0.9555149626605061, + "FN": 7870, + "FP": 5378, + "IoU": 0.9148191965433877, + "TN": 69340248, + "TP": 142280, + "n_pred": 147658, + "n_ref": 150150 + }, + "3": { + "Dice": 0.9607431578328482, + "FN": 9161, + "FP": 4193, + "IoU": 0.924452088118487, + "TN": 69319014, + "TP": 163408, + "n_pred": 167601, + "n_ref": 172569 + }, + "4": { + "Dice": 0.6536922392858364, + "FN": 18007, + "FP": 2243, + "IoU": 0.4855444337177989, + "TN": 69456414, + "TP": 19112, + "n_pred": 21355, + "n_ref": 37119 + }, + "5": { + "Dice": 0.8335355094838994, + "FN": 3976, + "FP": 2062, + "IoU": 0.7145828409359489, + "TN": 69474621, + "TP": 15117, + "n_pred": 17179, + "n_ref": 19093 + }, + "6": { + "Dice": 0.9589763818525348, + "FN": 84609, + "FP": 32182, + "IoU": 0.9211859991794075, + "TN": 68013920, + "TP": 1365065, + "n_pred": 1397247, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.8760733594826672, + "FN": 15487, + "FP": 68681, + "IoU": 0.7794755706470478, + "TN": 69114104, + "TP": 297504, + "n_pred": 366185, + "n_ref": 312991 + }, + "8": { + "Dice": 0.8709545704699178, + "FN": 15095, + "FP": 6712, + "IoU": 0.7714079059089909, + "TN": 69400379, + "TP": 73590, + "n_pred": 80302, + "n_ref": 88685 + }, + "9": { + "Dice": 0.8893092977297923, + "FN": 6567, + "FP": 11805, + "IoU": 0.8006813201119621, + "TN": 69403602, + "TP": 73802, + "n_pred": 85607, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9430778956918726, + "FN": 6993, + "FP": 16597, + "IoU": 0.8922870397428404, + "TN": 50614544, + "TP": 195418, + "n_pred": 212015, + "n_ref": 202411 + }, + "10": { + "Dice": 0.8371018001967353, + "FN": 14994, + "FP": 8687, + "IoU": 0.7198409975510783, + "TN": 50749025, + "TP": 60846, + "n_pred": 69533, + "n_ref": 75840 + }, + "11": { + "Dice": 0.0, + "FN": 6729, + "FP": 0, + "IoU": 0.0, + "TN": 50826823, + "TP": 0, + "n_pred": 0, + "n_ref": 6729 + }, + "12": { + "Dice": 0.43240751411778267, + "FN": 4423, + "FP": 502, + "IoU": 0.27584178797235703, + "TN": 50826751, + "TP": 1876, + "n_pred": 2378, + "n_ref": 6299 + }, + "13": { + "Dice": 0.7525302719915624, + "FN": 11161, + "FP": 13241, + "IoU": 0.6032453173777316, + "TN": 50772048, + "TP": 37102, + "n_pred": 50343, + "n_ref": 48263 + }, + "14": { + "Dice": 0.580316445421282, + "FN": 27502, + "FP": 6105, + "IoU": 0.4087646458604553, + "TN": 50776710, + "TP": 23235, + "n_pred": 29340, + "n_ref": 50737 + }, + "15": { + "Dice": 0.48701886698835234, + "FN": 15125, + "FP": 26230, + "IoU": 0.3218935493391926, + "TN": 50772566, + "TP": 19631, + "n_pred": 45861, + "n_ref": 34756 + }, + "2": { + "Dice": 0.9455225828909581, + "FN": 16500, + "FP": 6036, + "IoU": 0.8966740942477511, + "TN": 50615446, + "TP": 195570, + "n_pred": 201606, + "n_ref": 212070 + }, + "3": { + "Dice": 0.9496694272727931, + "FN": 6420, + "FP": 14431, + "IoU": 0.9041624150832391, + "TN": 50615986, + "TP": 196715, + "n_pred": 211146, + "n_ref": 203135 + }, + "4": { + "Dice": 0.8592265766934856, + "FN": 1412, + "FP": 4012, + "IoU": 0.7531965236383492, + "TN": 50811575, + "TP": 16553, + "n_pred": 20565, + "n_ref": 17965 + }, + "5": { + "Dice": 0.8614377500303068, + "FN": 2185, + "FP": 1244, + "IoU": 0.7566013628620102, + "TN": 50819464, + "TP": 10659, + "n_pred": 11903, + "n_ref": 12844 + }, + "6": { + "Dice": 0.9554024370965762, + "FN": 35724, + "FP": 165991, + "IoU": 0.914612929443438, + "TN": 48471192, + "TP": 2160645, + "n_pred": 2326636, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.8272510248513065, + "FN": 15769, + "FP": 73020, + "IoU": 0.7053947966540913, + "TN": 50532169, + "TP": 212594, + "n_pred": 285614, + "n_ref": 228363 + }, + "8": { + "Dice": 0.9591658224407601, + "FN": 5878, + "FP": 2385, + "IoU": 0.9215356712151858, + "TN": 50728243, + "TP": 97046, + "n_pred": 99431, + "n_ref": 102924 + }, + "9": { + "Dice": 0.8951435366511357, + "FN": 13871, + "FP": 9849, + "IoU": 0.8101898901309946, + "TN": 50708585, + "TP": 101247, + "n_pred": 111096, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9690609378148358, + "FN": 9960, + "FP": 2938, + "IoU": 0.9399788730100377, + "TN": 76669969, + "TP": 201993, + "n_pred": 204931, + "n_ref": 211953 + }, + "10": { + "Dice": 0.7164291183226339, + "FN": 16302, + "FP": 22216, + "IoU": 0.5581531402351592, + "TN": 76797685, + "TP": 48657, + "n_pred": 70873, + "n_ref": 64959 + }, + "11": { + "Dice": 0.0, + "FN": 2874, + "FP": 0, + "IoU": 0.0, + "TN": 76881986, + "TP": 0, + "n_pred": 0, + "n_ref": 2874 + }, + "12": { + "Dice": 0.5127773097444538, + "FN": 1696, + "FP": 39, + "IoU": 0.3447885196374622, + "TN": 76882212, + "TP": 913, + "n_pred": 952, + "n_ref": 2609 + }, + "13": { + "Dice": 0.5460056338028169, + "FN": 18554, + "FP": 21738, + "IoU": 0.37552114815331444, + "TN": 76820339, + "TP": 24229, + "n_pred": 45967, + "n_ref": 42783 + }, + "14": { + "Dice": 0.9164595266400086, + "FN": 5189, + "FP": 8725, + "IoU": 0.8458009176142031, + "TN": 76794626, + "TP": 76320, + "n_pred": 85045, + "n_ref": 81509 + }, + "15": { + "Dice": 0.6749346622729413, + "FN": 19226, + "FP": 799, + "IoU": 0.5093595334934091, + "TN": 76844046, + "TP": 20789, + "n_pred": 21588, + "n_ref": 40015 + }, + "2": { + "Dice": 0.9351236039653658, + "FN": 7021, + "FP": 6421, + "IoU": 0.8781522507659675, + "TN": 76774542, + "TP": 96876, + "n_pred": 103297, + "n_ref": 103897 + }, + "3": { + "Dice": 0.9494771521211047, + "FN": 6339, + "FP": 3353, + "IoU": 0.9038138999434316, + "TN": 76784097, + "TP": 91071, + "n_pred": 94424, + "n_ref": 97410 + }, + "4": { + "Dice": 0.8863360125465595, + "FN": 2276, + "FP": 3522, + "IoU": 0.7958738205886495, + "TN": 76856456, + "TP": 22606, + "n_pred": 26128, + "n_ref": 24882 + }, + "5": { + "Dice": 0.7593950850661626, + "FN": 5712, + "FP": 652, + "IoU": 0.6121167794234168, + "TN": 76868453, + "TP": 10043, + "n_pred": 10695, + "n_ref": 15755 + }, + "6": { + "Dice": 0.9682736079082045, + "FN": 24880, + "FP": 47609, + "IoU": 0.9384984384717131, + "TN": 75706207, + "TP": 1106164, + "n_pred": 1153773, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.7771345572786692, + "FN": 31141, + "FP": 43430, + "IoU": 0.6355029180882368, + "TN": 76680274, + "TP": 130015, + "n_pred": 173445, + "n_ref": 161156 + }, + "8": { + "Dice": 0.9477513534287967, + "FN": 5792, + "FP": 2093, + "IoU": 0.9006914444766307, + "TN": 76805461, + "TP": 71514, + "n_pred": 73607, + "n_ref": 77306 + }, + "9": { + "Dice": 0.92082667675268, + "FN": 10208, + "FP": 3817, + "IoU": 0.853270421827921, + "TN": 76789276, + "TP": 81559, + "n_pred": 85376, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8858399493406968, + "FN": 21754, + "FP": 4747, + "IoU": 0.7950742344571605, + "TN": 130870612, + "TP": 102819, + "n_pred": 107566, + "n_ref": 124573 + }, + "10": { + "Dice": 0.6290451209786577, + "FN": 14575, + "FP": 36126, + "IoU": 0.4588372167490314, + "TN": 130906243, + "TP": 42988, + "n_pred": 79114, + "n_ref": 57563 + }, + "11": { + "Dice": 0.0, + "FN": 5568, + "FP": 0, + "IoU": 0.0, + "TN": 130994364, + "TP": 0, + "n_pred": 0, + "n_ref": 5568 + }, + "12": { + "Dice": 0.768210875226896, + "FN": 2435, + "FP": 502, + "IoU": 0.6236545361353152, + "TN": 130992128, + "TP": 4867, + "n_pred": 5369, + "n_ref": 7302 + }, + "13": { + "Dice": 0.5164197167435318, + "FN": 46840, + "FP": 12298, + "IoU": 0.34809017251832663, + "TN": 130909217, + "TP": 31577, + "n_pred": 43875, + "n_ref": 78417 + }, + "14": { + "Dice": 0.4548944922434205, + "FN": 662365, + "FP": 17701, + "IoU": 0.29440998686484904, + "TN": 130036106, + "TP": 283760, + "n_pred": 301461, + "n_ref": 946125 + }, + "15": { + "Dice": 0.0027477245406148034, + "FN": 25262, + "FP": 9580, + "IoU": 0.0013757523645743766, + "TN": 130965042, + "TP": 48, + "n_pred": 9628, + "n_ref": 25310 + }, + "2": { + "Dice": 0.6426089527963627, + "FN": 114548, + "FP": 1474, + "IoU": 0.4734147570224528, + "TN": 130779603, + "TP": 104307, + "n_pred": 105781, + "n_ref": 218855 + }, + "3": { + "Dice": 0.8239249479718821, + "FN": 19963, + "FP": 92478, + "IoU": 0.7005717420423467, + "TN": 130624413, + "TP": 263078, + "n_pred": 355556, + "n_ref": 283041 + }, + "4": { + "Dice": 0.0, + "FN": 2280, + "FP": 18925, + "IoU": 0.0, + "TN": 130978727, + "TP": 0, + "n_pred": 18925, + "n_ref": 2280 + }, + "5": { + "Dice": 0.48275657738800665, + "FN": 15572, + "FP": 1886, + "IoU": 0.3181800429603593, + "TN": 130974327, + "TP": 8147, + "n_pred": 10033, + "n_ref": 23719 + }, + "6": { + "Dice": 0.8791473487614533, + "FN": 41546, + "FP": 352008, + "IoU": 0.7843558631814734, + "TN": 129174916, + "TP": 1431462, + "n_pred": 1783470, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.5702171899433334, + "FN": 70787, + "FP": 130124, + "IoU": 0.3988138519589097, + "TN": 130665741, + "TP": 133280, + "n_pred": 263404, + "n_ref": 204067 + }, + "8": { + "Dice": 0.928495347825186, + "FN": 14007, + "FP": 3246, + "IoU": 0.8665341265113833, + "TN": 130870663, + "TP": 112016, + "n_pred": 115262, + "n_ref": 126023 + }, + "9": { + "Dice": 0.7344507858158945, + "FN": 14366, + "FP": 16622, + "IoU": 0.5803415446703051, + "TN": 130926091, + "TP": 42853, + "n_pred": 59475, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9591196612473208, + "FN": 2376, + "FP": 2316, + "IoU": 0.9214504545226256, + "TN": 74366965, + "TP": 55041, + "n_pred": 57357, + "n_ref": 57417 + }, + "10": { + "Dice": 0.4761365400951798, + "FN": 52712, + "FP": 4639, + "IoU": 0.3124535449684705, + "TN": 74343284, + "TP": 26063, + "n_pred": 30702, + "n_ref": 78775 + }, + "11": { + "Dice": 0.0, + "FN": 2388, + "FP": 0, + "IoU": 0.0, + "TN": 74424310, + "TP": 0, + "n_pred": 0, + "n_ref": 2388 + }, + "12": { + "Dice": 0.6235985050720769, + "FN": 1289, + "FP": 121, + "IoU": 0.4530643910007758, + "TN": 74424120, + "TP": 1168, + "n_pred": 1289, + "n_ref": 2457 + }, + "13": { + "Dice": 0.48235930872153765, + "FN": 65005, + "FP": 17245, + "IoU": 0.31783498656404474, + "TN": 74306126, + "TP": 38322, + "n_pred": 55567, + "n_ref": 103327 + }, + "14": { + "Dice": 0.89027364691336, + "FN": 26169, + "FP": 9506, + "IoU": 0.8022461072832191, + "TN": 74246297, + "TP": 144726, + "n_pred": 154232, + "n_ref": 170895 + }, + "15": { + "Dice": 0.26048151203780096, + "FN": 18745, + "FP": 975, + "IoU": 0.1497434570775665, + "TN": 74403505, + "TP": 3473, + "n_pred": 4448, + "n_ref": 22218 + }, + "2": { + "Dice": 0.8836266349063172, + "FN": 17853, + "FP": 8724, + "IoU": 0.7915153321775693, + "TN": 74299221, + "TP": 100900, + "n_pred": 109624, + "n_ref": 118753 + }, + "3": { + "Dice": 0.9412483319132712, + "FN": 10228, + "FP": 4873, + "IoU": 0.8890170946452457, + "TN": 74290632, + "TP": 120965, + "n_pred": 125838, + "n_ref": 131193 + }, + "4": { + "Dice": 0.5733772667572986, + "FN": 18018, + "FP": 497, + "IoU": 0.4019123300061375, + "TN": 74395741, + "TP": 12442, + "n_pred": 12939, + "n_ref": 30460 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 74426698, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9648588453485559, + "FN": 20068, + "FP": 43123, + "IoU": 0.9321036469402535, + "TN": 73496000, + "TP": 867507, + "n_pred": 910630, + "n_ref": 887575 + }, + "7": { + "Dice": 0.7414546878423962, + "FN": 47314, + "FP": 24657, + "IoU": 0.589136267625735, + "TN": 74251528, + "TP": 103199, + "n_pred": 127856, + "n_ref": 150513 + }, + "8": { + "Dice": 0.9155709342560554, + "FN": 4865, + "FP": 2211, + "IoU": 0.8442884492661136, + "TN": 74381255, + "TP": 38367, + "n_pred": 40578, + "n_ref": 43232 + }, + "9": { + "Dice": 0.779486715522181, + "FN": 7925, + "FP": 6699, + "IoU": 0.6386548392676237, + "TN": 74386227, + "TP": 25847, + "n_pred": 32546, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9739159842848303, + "FN": 5052, + "FP": 2198, + "IoU": 0.9491581287386307, + "TN": 106504089, + "TP": 135349, + "n_pred": 137547, + "n_ref": 140401 + }, + "10": { + "Dice": 0.8151482244527214, + "FN": 19024, + "FP": 17404, + "IoU": 0.6879748516021825, + "TN": 106529941, + "TP": 80319, + "n_pred": 97723, + "n_ref": 99343 + }, + "11": { + "Dice": 0.0, + "FN": 4651, + "FP": 0, + "IoU": 0.0, + "TN": 106642037, + "TP": 0, + "n_pred": 0, + "n_ref": 4651 + }, + "12": { + "Dice": 0.7523633374434854, + "FN": 1809, + "FP": 601, + "IoU": 0.6030308021742711, + "TN": 106640617, + "TP": 3661, + "n_pred": 4262, + "n_ref": 5470 + }, + "13": { + "Dice": 0.5967878514169583, + "FN": 19800, + "FP": 8770, + "IoU": 0.4253012290547744, + "TN": 106596975, + "TP": 21143, + "n_pred": 29913, + "n_ref": 40943 + }, + "14": { + "Dice": 0.9279742367003159, + "FN": 2827, + "FP": 7640, + "IoU": 0.8656268053148469, + "TN": 106568793, + "TP": 67428, + "n_pred": 75068, + "n_ref": 70255 + }, + "15": { + "Dice": 0.16431563075892108, + "FN": 24109, + "FP": 832, + "IoU": 0.08951191910342059, + "TN": 106619295, + "TP": 2452, + "n_pred": 3284, + "n_ref": 26561 + }, + "2": { + "Dice": 0.8901746806966409, + "FN": 32748, + "FP": 5233, + "IoU": 0.8020853959751129, + "TN": 106454782, + "TP": 153925, + "n_pred": 159158, + "n_ref": 186673 + }, + "3": { + "Dice": 0.8841635056436951, + "FN": 6792, + "FP": 30861, + "IoU": 0.7923772973151809, + "TN": 106465335, + "TP": 143700, + "n_pred": 174561, + "n_ref": 150492 + }, + "4": { + "Dice": 0.8543732890544361, + "FN": 564, + "FP": 2681, + "IoU": 0.7457693513005328, + "TN": 106633924, + "TP": 9519, + "n_pred": 12200, + "n_ref": 10083 + }, + "5": { + "Dice": 0.5753468346356243, + "FN": 2638, + "FP": 25, + "IoU": 0.40385045892097604, + "TN": 106642221, + "TP": 1804, + "n_pred": 1829, + "n_ref": 4442 + }, + "6": { + "Dice": 0.9753846165941467, + "FN": 31960, + "FP": 30659, + "IoU": 0.9519519542561795, + "TN": 105343430, + "TP": 1240639, + "n_pred": 1271298, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.8654547406146296, + "FN": 46577, + "FP": 43673, + "IoU": 0.7628208160540743, + "TN": 106266174, + "TP": 290264, + "n_pred": 333937, + "n_ref": 336841 + }, + "8": { + "Dice": 0.9470439141083329, + "FN": 4522, + "FP": 2916, + "IoU": 0.8994144454812231, + "TN": 106572741, + "TP": 66509, + "n_pred": 69425, + "n_ref": 71031 + }, + "9": { + "Dice": 0.9283023388135238, + "FN": 7587, + "FP": 4384, + "IoU": 0.8661979702239907, + "TN": 106557220, + "TP": 77497, + "n_pred": 81881, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.942636075192943, + "FN": 10803, + "FP": 6716, + "IoU": 0.8914963458441719, + "TN": 107965468, + "TP": 143941, + "n_pred": 150657, + "n_ref": 154744 + }, + "10": { + "Dice": 0.8481602755912455, + "FN": 9002, + "FP": 16827, + "IoU": 0.7363526865915401, + "TN": 108028960, + "TP": 72139, + "n_pred": 88966, + "n_ref": 81141 + }, + "11": { + "Dice": 0.0, + "FN": 3037, + "FP": 0, + "IoU": 0.0, + "TN": 108123891, + "TP": 0, + "n_pred": 0, + "n_ref": 3037 + }, + "12": { + "Dice": 0.7468148549742477, + "FN": 1219, + "FP": 649, + "IoU": 0.5959333765952844, + "TN": 108122305, + "TP": 2755, + "n_pred": 3404, + "n_ref": 3974 + }, + "13": { + "Dice": 0.7648422904414705, + "FN": 24815, + "FP": 7534, + "IoU": 0.6192264230895993, + "TN": 108041972, + "TP": 52607, + "n_pred": 60141, + "n_ref": 77422 + }, + "14": { + "Dice": 0.7520619872783988, + "FN": 6019, + "FP": 16316, + "IoU": 0.6026437047447918, + "TN": 108070719, + "TP": 33874, + "n_pred": 50190, + "n_ref": 39893 + }, + "15": { + "Dice": 0.43071130723452494, + "FN": 16592, + "FP": 11532, + "IoU": 0.2744627608802208, + "TN": 108088165, + "TP": 10639, + "n_pred": 22171, + "n_ref": 27231 + }, + "2": { + "Dice": 0.9288850212239668, + "FN": 24416, + "FP": 999, + "IoU": 0.8672131747101575, + "TN": 107935531, + "TP": 165982, + "n_pred": 166981, + "n_ref": 190398 + }, + "3": { + "Dice": 0.9542197091107012, + "FN": 10894, + "FP": 7274, + "IoU": 0.9124475928870898, + "TN": 107919418, + "TP": 189342, + "n_pred": 196616, + "n_ref": 200236 + }, + "4": { + "Dice": 0.9080167967939199, + "FN": 4874, + "FP": 887, + "IoU": 0.8315300035091824, + "TN": 108092732, + "TP": 28435, + "n_pred": 29322, + "n_ref": 33309 + }, + "5": { + "Dice": 0.2801676593867196, + "FN": 3242, + "FP": 21, + "IoU": 0.1629040533606978, + "TN": 108123030, + "TP": 635, + "n_pred": 656, + "n_ref": 3877 + }, + "6": { + "Dice": 0.9697232288041125, + "FN": 57060, + "FP": 31756, + "IoU": 0.9412259461877532, + "TN": 106615785, + "TP": 1422327, + "n_pred": 1454083, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.9272287846875091, + "FN": 17560, + "FP": 19927, + "IoU": 0.8643304102985404, + "TN": 107850617, + "TP": 238824, + "n_pred": 258751, + "n_ref": 256384 + }, + "8": { + "Dice": 0.9428282317227422, + "FN": 2174, + "FP": 2798, + "IoU": 0.8918401531466859, + "TN": 108080959, + "TP": 40997, + "n_pred": 43795, + "n_ref": 43171 + }, + "9": { + "Dice": 0.9096633256232332, + "FN": 5106, + "FP": 6142, + "IoU": 0.8342958161461402, + "TN": 108059048, + "TP": 56632, + "n_pred": 62774, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8006040930695009, + "FN": 18204, + "FP": 34740, + "IoU": 0.66750610740236, + "TN": 62410927, + "TP": 106289, + "n_pred": 141029, + "n_ref": 124493 + }, + "10": { + "Dice": 0.7242871854283324, + "FN": 14133, + "FP": 20137, + "IoU": 0.5677509680511585, + "TN": 62490877, + "TP": 45013, + "n_pred": 65150, + "n_ref": 59146 + }, + "11": { + "Dice": 0.0, + "FN": 2052, + "FP": 0, + "IoU": 0.0, + "TN": 62568108, + "TP": 0, + "n_pred": 0, + "n_ref": 2052 + }, + "12": { + "Dice": 0.672859830667921, + "FN": 1406, + "FP": 1376, + "IoU": 0.5069998227892965, + "TN": 62564517, + "TP": 2861, + "n_pred": 4237, + "n_ref": 4267 + }, + "13": { + "Dice": 0.7124410178631615, + "FN": 7888, + "FP": 19414, + "IoU": 0.5533268982216187, + "TN": 62509037, + "TP": 33821, + "n_pred": 53235, + "n_ref": 41709 + }, + "14": { + "Dice": 0.9286078661047806, + "FN": 44066, + "FP": 3657, + "IoU": 0.8667301511059976, + "TN": 62212067, + "TP": 310370, + "n_pred": 314027, + "n_ref": 354436 + }, + "15": { + "Dice": 0.5053284328976023, + "FN": 43423, + "FP": 50388, + "IoU": 0.33808660311726063, + "TN": 62428433, + "TP": 47916, + "n_pred": 98304, + "n_ref": 91339 + }, + "2": { + "Dice": 0.8521501806204845, + "FN": 38685, + "FP": 5845, + "IoU": 0.742388216849766, + "TN": 62397303, + "TP": 128327, + "n_pred": 134172, + "n_ref": 167012 + }, + "3": { + "Dice": 0.8972711137579101, + "FN": 8820, + "FP": 34995, + "IoU": 0.81368242453107, + "TN": 62334997, + "TP": 191348, + "n_pred": 226343, + "n_ref": 200168 + }, + "4": { + "Dice": 0.9111747851002865, + "FN": 1856, + "FP": 2360, + "IoU": 0.8368421052631579, + "TN": 62544320, + "TP": 21624, + "n_pred": 23984, + "n_ref": 23480 + }, + "5": { + "Dice": 0.660166504162604, + "FN": 3774, + "FP": 757, + "IoU": 0.4927227944469324, + "TN": 62561228, + "TP": 4401, + "n_pred": 5158, + "n_ref": 8175 + }, + "6": { + "Dice": 0.945680304903943, + "FN": 41247, + "FP": 121457, + "IoU": 0.8969578291125292, + "TN": 60991156, + "TP": 1416300, + "n_pred": 1537757, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.7471285407037935, + "FN": 24127, + "FP": 86393, + "IoU": 0.5963329559151175, + "TN": 62296370, + "TP": 163270, + "n_pred": 249663, + "n_ref": 187397 + }, + "8": { + "Dice": 0.902581125939977, + "FN": 3509, + "FP": 10871, + "IoU": 0.8224581764306439, + "TN": 62489165, + "TP": 66615, + "n_pred": 77486, + "n_ref": 70124 + }, + "9": { + "Dice": 0.7893633069041005, + "FN": 6687, + "FP": 16213, + "IoU": 0.6520232794906472, + "TN": 62504351, + "TP": 42909, + "n_pred": 59122, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8804911461388395, + "FN": 45789, + "FP": 17982, + "IoU": 0.7864977066523821, + "TN": 55082558, + "TP": 234919, + "n_pred": 252901, + "n_ref": 280708 + }, + "10": { + "Dice": 0.8450468125263864, + "FN": 8514, + "FP": 16444, + "IoU": 0.7316719168288304, + "TN": 55288235, + "TP": 68055, + "n_pred": 84499, + "n_ref": 76569 + }, + "11": { + "Dice": 0.0, + "FN": 4327, + "FP": 0, + "IoU": 0.0, + "TN": 55376921, + "TP": 0, + "n_pred": 0, + "n_ref": 4327 + }, + "12": { + "Dice": 0.7295581513458609, + "FN": 1855, + "FP": 275, + "IoU": 0.5742554467319608, + "TN": 55376245, + "TP": 2873, + "n_pred": 3148, + "n_ref": 4728 + }, + "13": { + "Dice": 0.7242242503259453, + "FN": 13210, + "FP": 18518, + "IoU": 0.5676736295630135, + "TN": 55307859, + "TP": 41661, + "n_pred": 60179, + "n_ref": 54871 + }, + "14": { + "Dice": 0.9190803561365941, + "FN": 5481, + "FP": 10315, + "IoU": 0.8502763006985716, + "TN": 55275747, + "TP": 89705, + "n_pred": 100020, + "n_ref": 95186 + }, + "15": { + "Dice": 0.7973330699328329, + "FN": 7137, + "FP": 33899, + "IoU": 0.6629708109528737, + "TN": 55259490, + "TP": 80722, + "n_pred": 114621, + "n_ref": 87859 + }, + "2": { + "Dice": 0.904996998347035, + "FN": 30297, + "FP": 4360, + "IoU": 0.8264790114555796, + "TN": 55181520, + "TP": 165071, + "n_pred": 169431, + "n_ref": 195368 + }, + "3": { + "Dice": 0.91559166543361, + "FN": 13724, + "FP": 17651, + "IoU": 0.8443237074526149, + "TN": 55179708, + "TP": 170165, + "n_pred": 187816, + "n_ref": 183889 + }, + "4": { + "Dice": 0.6081688733449913, + "FN": 2540, + "FP": 3734, + "IoU": 0.43695593646235303, + "TN": 55370105, + "TP": 4869, + "n_pred": 8603, + "n_ref": 7409 + }, + "5": { + "Dice": 0.6201103911687065, + "FN": 3056, + "FP": 110, + "IoU": 0.4493913043478261, + "TN": 55375498, + "TP": 2584, + "n_pred": 2694, + "n_ref": 5640 + }, + "6": { + "Dice": 0.958339051842337, + "FN": 60363, + "FP": 64701, + "IoU": 0.92001054041366, + "TN": 53817742, + "TP": 1438442, + "n_pred": 1503143, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.8415249061066421, + "FN": 45744, + "FP": 3034, + "IoU": 0.7264074217413496, + "TN": 55202961, + "TP": 129509, + "n_pred": 132543, + "n_ref": 175253 + }, + "8": { + "Dice": 0.9420981655500139, + "FN": 3040, + "FP": 2370, + "IoU": 0.8905345797418154, + "TN": 55331826, + "TP": 44012, + "n_pred": 46382, + "n_ref": 47052 + }, + "9": { + "Dice": 0.8538380438749442, + "FN": 8803, + "FP": 5615, + "IoU": 0.7449540959827351, + "TN": 55324717, + "TP": 42113, + "n_pred": 47728, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9614486544813996, + "FN": 19655, + "FP": 1924, + "IoU": 0.9257593845793927, + "TN": 110855952, + "TP": 269084, + "n_pred": 271008, + "n_ref": 288739 + }, + "10": { + "Dice": 0.8267137429293978, + "FN": 14605, + "FP": 13763, + "IoU": 0.7046138467465665, + "TN": 111050578, + "TP": 67669, + "n_pred": 81432, + "n_ref": 82274 + }, + "11": { + "Dice": 0.0, + "FN": 3634, + "FP": 0, + "IoU": 0.0, + "TN": 111142981, + "TP": 0, + "n_pred": 0, + "n_ref": 3634 + }, + "12": { + "Dice": 0.7745728458570641, + "FN": 996, + "FP": 231, + "IoU": 0.6320839580209895, + "TN": 111143280, + "TP": 2108, + "n_pred": 2339, + "n_ref": 3104 + }, + "13": { + "Dice": 0.7284095027842763, + "FN": 18381, + "FP": 14589, + "IoU": 0.5728333959550679, + "TN": 111069432, + "TP": 44213, + "n_pred": 58802, + "n_ref": 62594 + }, + "14": { + "Dice": 0.8110137337679688, + "FN": 10763, + "FP": 3383, + "IoU": 0.6821052158475471, + "TN": 111102116, + "TP": 30353, + "n_pred": 33736, + "n_ref": 41116 + }, + "15": { + "Dice": 0.3247405217284179, + "FN": 20092, + "FP": 1833, + "IoU": 0.19384490936500348, + "TN": 111119418, + "TP": 5272, + "n_pred": 7105, + "n_ref": 25364 + }, + "2": { + "Dice": 0.7885383585442233, + "FN": 13365, + "FP": 63075, + "IoU": 0.6508983293904879, + "TN": 110927653, + "TP": 142522, + "n_pred": 205597, + "n_ref": 155887 + }, + "3": { + "Dice": 0.7505143654468193, + "FN": 96644, + "FP": 1697, + "IoU": 0.6006586588049931, + "TN": 110900357, + "TP": 147917, + "n_pred": 149614, + "n_ref": 244561 + }, + "4": { + "Dice": 0.9067362924281984, + "FN": 1474, + "FP": 2098, + "IoU": 0.8293847917462743, + "TN": 111125679, + "TP": 17364, + "n_pred": 19462, + "n_ref": 18838 + }, + "5": { + "Dice": 0.7758280069726903, + "FN": 1429, + "FP": 500, + "IoU": 0.6337573571292956, + "TN": 111141348, + "TP": 3338, + "n_pred": 3838, + "n_ref": 4767 + }, + "6": { + "Dice": 0.9776842565754392, + "FN": 21912, + "FP": 50320, + "IoU": 0.956342756984633, + "TN": 109492090, + "TP": 1582293, + "n_pred": 1632613, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.4624900926978876, + "FN": 244490, + "FP": 67470, + "IoU": 0.300804626039402, + "TN": 110700445, + "TP": 134210, + "n_pred": 201680, + "n_ref": 378700 + }, + "8": { + "Dice": 0.9126010449676717, + "FN": 5530, + "FP": 8839, + "IoU": 0.8392513536492594, + "TN": 111057227, + "TP": 75019, + "n_pred": 83858, + "n_ref": 80549 + }, + "9": { + "Dice": 0.8984681547099418, + "FN": 6967, + "FP": 4082, + "IoU": 0.815653363587827, + "TN": 111086679, + "TP": 48887, + "n_pred": 52969, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9660039258057804, + "FN": 9522, + "FP": 4039, + "IoU": 0.9342433205644184, + "TN": 96914795, + "TP": 192669, + "n_pred": 196708, + "n_ref": 202191 + }, + "10": { + "Dice": 0.8108972685015929, + "FN": 12296, + "FP": 16670, + "IoU": 0.6819404640335562, + "TN": 97029954, + "TP": 62105, + "n_pred": 78775, + "n_ref": 74401 + }, + "11": { + "Dice": 0.0, + "FN": 3912, + "FP": 0, + "IoU": 0.0, + "TN": 97117113, + "TP": 0, + "n_pred": 0, + "n_ref": 3912 + }, + "12": { + "Dice": 0.6410045769275906, + "FN": 2552, + "FP": 507, + "IoU": 0.47167530224525045, + "TN": 97115235, + "TP": 2731, + "n_pred": 3238, + "n_ref": 5283 + }, + "13": { + "Dice": 0.8345593680572698, + "FN": 9111, + "FP": 7644, + "IoU": 0.7160891298822333, + "TN": 97062010, + "TP": 42260, + "n_pred": 49904, + "n_ref": 51371 + }, + "14": { + "Dice": 0.9066506065559666, + "FN": 12120, + "FP": 12835, + "IoU": 0.829241422725842, + "TN": 96974883, + "TP": 121187, + "n_pred": 134022, + "n_ref": 133307 + }, + "15": { + "Dice": 0.8705356424976282, + "FN": 14363, + "FP": 1739, + "IoU": 0.7707508755944076, + "TN": 97050787, + "TP": 54136, + "n_pred": 55875, + "n_ref": 68499 + }, + "2": { + "Dice": 0.9394241662972267, + "FN": 14824, + "FP": 4852, + "IoU": 0.8857680294462571, + "TN": 96948779, + "TP": 152570, + "n_pred": 157422, + "n_ref": 167394 + }, + "3": { + "Dice": 0.9429324699352452, + "FN": 15982, + "FP": 8694, + "IoU": 0.8920267089061775, + "TN": 96892487, + "TP": 203862, + "n_pred": 212556, + "n_ref": 219844 + }, + "4": { + "Dice": 0.8646399055489965, + "FN": 2586, + "FP": 2000, + "IoU": 0.7615556595434929, + "TN": 97101792, + "TP": 14647, + "n_pred": 16647, + "n_ref": 17233 + }, + "5": { + "Dice": 0.6019977802441732, + "FN": 7034, + "FP": 138, + "IoU": 0.43061289298189903, + "TN": 97108429, + "TP": 5424, + "n_pred": 5562, + "n_ref": 12458 + }, + "6": { + "Dice": 0.9641347101604744, + "FN": 37300, + "FP": 78046, + "IoU": 0.9307529845988337, + "TN": 95455307, + "TP": 1550372, + "n_pred": 1628418, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.8213041500003395, + "FN": 84886, + "FP": 20368, + "IoU": 0.6967905673041744, + "TN": 96773892, + "TP": 241879, + "n_pred": 262247, + "n_ref": 326765 + }, + "8": { + "Dice": 0.9356236727252356, + "FN": 8248, + "FP": 4393, + "IoU": 0.8790346503861207, + "TN": 97016524, + "TP": 91860, + "n_pred": 96253, + "n_ref": 100108 + }, + "9": { + "Dice": 0.8884092758759233, + "FN": 9208, + "FP": 12456, + "IoU": 0.7992233621560505, + "TN": 97013124, + "TP": 86237, + "n_pred": 98693, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9657521139872256, + "FN": 10403, + "FP": 2841, + "IoU": 0.9337723838241397, + "TN": 78856428, + "TP": 186733, + "n_pred": 189574, + "n_ref": 197136 + }, + "10": { + "Dice": 0.83403745052212, + "FN": 17894, + "FP": 12001, + "IoU": 0.7153209602620628, + "TN": 78951392, + "TP": 75118, + "n_pred": 87119, + "n_ref": 93012 + }, + "11": { + "Dice": 0.0, + "FN": 3009, + "FP": 0, + "IoU": 0.0, + "TN": 79053396, + "TP": 0, + "n_pred": 0, + "n_ref": 3009 + }, + "12": { + "Dice": 0.5039582931067774, + "FN": 1699, + "FP": 870, + "IoU": 0.33686112545172947, + "TN": 79052531, + "TP": 1305, + "n_pred": 2175, + "n_ref": 3004 + }, + "13": { + "Dice": 0.7510093117145276, + "FN": 19342, + "FP": 11248, + "IoU": 0.6012929629967546, + "TN": 78979682, + "TP": 46133, + "n_pred": 57381, + "n_ref": 65475 + }, + "14": { + "Dice": 0.5568757133241637, + "FN": 18849, + "FP": 11435, + "IoU": 0.3858820189402389, + "TN": 79007092, + "TP": 19029, + "n_pred": 30464, + "n_ref": 37878 + }, + "15": { + "Dice": 0.4437199098055945, + "FN": 23970, + "FP": 12542, + "IoU": 0.285115714453538, + "TN": 79005331, + "TP": 14562, + "n_pred": 27104, + "n_ref": 38532 + }, + "2": { + "Dice": 0.925813058899935, + "FN": 10821, + "FP": 5514, + "IoU": 0.8618733141103153, + "TN": 78938144, + "TP": 101926, + "n_pred": 107440, + "n_ref": 112747 + }, + "3": { + "Dice": 0.9272748108126462, + "FN": 12141, + "FP": 4994, + "IoU": 0.8644104008735974, + "TN": 78930031, + "TP": 109239, + "n_pred": 114233, + "n_ref": 121380 + }, + "4": { + "Dice": 0.7648736228127025, + "FN": 2581, + "FP": 1047, + "IoU": 0.619267499212929, + "TN": 79046876, + "TP": 5901, + "n_pred": 6948, + "n_ref": 8482 + }, + "5": { + "Dice": 0.5952914798206278, + "FN": 2834, + "FP": 54, + "IoU": 0.4237829209896249, + "TN": 79051393, + "TP": 2124, + "n_pred": 2178, + "n_ref": 4958 + }, + "6": { + "Dice": 0.9725226305948124, + "FN": 41795, + "FP": 30357, + "IoU": 0.9465148912796115, + "TN": 77707394, + "TP": 1276859, + "n_pred": 1307216, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.8262502747552989, + "FN": 137533, + "FP": 3962, + "IoU": 0.7039407609514404, + "TN": 78578477, + "TP": 336433, + "n_pred": 340395, + "n_ref": 473966 + }, + "8": { + "Dice": 0.9302118513969911, + "FN": 1230, + "FP": 3316, + "IoU": 0.8695290302212783, + "TN": 79021562, + "TP": 30297, + "n_pred": 33613, + "n_ref": 31527 + }, + "9": { + "Dice": 0.9120351972750497, + "FN": 7029, + "FP": 5367, + "IoU": 0.8382947637559028, + "TN": 78979747, + "TP": 64262, + "n_pred": 69629, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.947526616627688, + "FN": 8969, + "FP": 15891, + "IoU": 0.9002855859324862, + "TN": 122462628, + "TP": 224452, + "n_pred": 240343, + "n_ref": 233421 + }, + "10": { + "Dice": 0.8276098251179473, + "FN": 18564, + "FP": 19693, + "IoU": 0.7059167185542206, + "TN": 122581851, + "TP": 91832, + "n_pred": 111525, + "n_ref": 110396 + }, + "11": { + "Dice": 0.0, + "FN": 4182, + "FP": 0, + "IoU": 0.0, + "TN": 122707758, + "TP": 0, + "n_pred": 0, + "n_ref": 4182 + }, + "12": { + "Dice": 0.5006936095440673, + "FN": 3583, + "FP": 1816, + "IoU": 0.33395016037503084, + "TN": 122703834, + "TP": 2707, + "n_pred": 4523, + "n_ref": 6290 + }, + "13": { + "Dice": 0.5695243454049806, + "FN": 24447, + "FP": 19926, + "IoU": 0.3981363426742262, + "TN": 122638214, + "TP": 29353, + "n_pred": 49279, + "n_ref": 53800 + }, + "14": { + "Dice": 0.8529866034804369, + "FN": 14638, + "FP": 17439, + "IoU": 0.7436587977687918, + "TN": 122586806, + "TP": 93057, + "n_pred": 110496, + "n_ref": 107695 + }, + "15": { + "Dice": 0.8421308469033784, + "FN": 12975, + "FP": 1315, + "IoU": 0.7273108922982978, + "TN": 122659536, + "TP": 38114, + "n_pred": 39429, + "n_ref": 51089 + }, + "2": { + "Dice": 0.692649032324432, + "FN": 62875, + "FP": 2856, + "IoU": 0.5298110832135168, + "TN": 122572143, + "TP": 74066, + "n_pred": 76922, + "n_ref": 136941 + }, + "3": { + "Dice": 0.7839128741973163, + "FN": 2928, + "FP": 75882, + "IoU": 0.6446190059613459, + "TN": 122490178, + "TP": 142952, + "n_pred": 218834, + "n_ref": 145880 + }, + "4": { + "Dice": 0.7285150297334269, + "FN": 14083, + "FP": 24220, + "IoU": 0.572963933329617, + "TN": 122622245, + "TP": 51392, + "n_pred": 75612, + "n_ref": 65475 + }, + "5": { + "Dice": 0.6122274476271911, + "FN": 9333, + "FP": 644, + "IoU": 0.44115834873690696, + "TN": 122694087, + "TP": 7876, + "n_pred": 8520, + "n_ref": 17209 + }, + "6": { + "Dice": 0.94061599572897, + "FN": 42341, + "FP": 168331, + "IoU": 0.8878895584006999, + "TN": 120832793, + "TP": 1668475, + "n_pred": 1836806, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.6098228369507567, + "FN": 212095, + "FP": 241063, + "IoU": 0.43866555512475736, + "TN": 121904653, + "TP": 354129, + "n_pred": 595192, + "n_ref": 566224 + }, + "8": { + "Dice": 0.9438010475039373, + "FN": 7607, + "FP": 7737, + "IoU": 0.8935826392115794, + "TN": 122567753, + "TP": 128843, + "n_pred": 136580, + "n_ref": 136450 + }, + "9": { + "Dice": 0.8317402633455101, + "FN": 8831, + "FP": 17838, + "IoU": 0.7119480687807829, + "TN": 122619356, + "TP": 65915, + "n_pred": 83753, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/loop_001/summary_cross_val.json b/nnActive_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/loop_001/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..9b903062ea3064b2b258b2ca1dc290f44a7466f6 --- /dev/null +++ b/nnActive_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/loop_001/summary_cross_val.json @@ -0,0 +1,24396 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": 0.4496350100302203, + "FN": 1538.7066666666667, + "FP": 1531.4155555555556, + "IoU": 0.3866794488430062, + "TN": 436162.85111111106, + "TP": 4688.093333333332, + "n_pred": 6219.508888888888, + "n_ref": 6226.799999999999 + }, + "mean": { + "1": { + "Dice": 0.5787335360221274, + "FN": 727.2, + "FP": 672.5, + "IoU": 0.5370206059708793, + "TN": 435383.1, + "TP": 7138.266666666666, + "n_pred": 7810.766666666666, + "n_ref": 7865.466666666666 + }, + "10": { + "Dice": 0.4016592059344491, + "FN": 571.0666666666667, + "FP": 624.7333333333333, + "IoU": 0.3159258651826297, + "TN": 441001.8, + "TP": 1723.4666666666667, + "n_pred": 2348.2, + "n_ref": 2294.5333333333333 + }, + "11": { + "Dice": 0.0, + "FN": 28.966666666666665, + "FP": 0.0, + "IoU": 0.0, + "TN": 443892.1, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 28.966666666666665 + }, + "12": { + "Dice": 0.2641509178834092, + "FN": 96.8, + "FP": 92.26666666666667, + "IoU": 0.18777816554508042, + "TN": 443557.5, + "TP": 174.5, + "n_pred": 266.76666666666665, + "n_ref": 271.3 + }, + "13": { + "Dice": 0.4915428824126077, + "FN": 1258.0, + "FP": 1111.8333333333333, + "IoU": 0.3915801897828037, + "TN": 438968.3, + "TP": 2582.9333333333334, + "n_pred": 3694.766666666667, + "n_ref": 3840.9333333333334 + }, + "14": { + "Dice": 0.37229136674495, + "FN": 7582.066666666667, + "FP": 319.8, + "IoU": 0.2998681480471251, + "TN": 432019.73333333334, + "TP": 3999.4666666666667, + "n_pred": 4319.266666666666, + "n_ref": 11581.533333333333 + }, + "15": { + "Dice": 0.1325984966080042, + "FN": 2186.4, + "FP": 1462.4, + "IoU": 0.08824931181435534, + "TN": 439843.86666666664, + "TP": 428.4, + "n_pred": 1890.8, + "n_ref": 2614.8 + }, + "2": { + "Dice": 0.4255671672141224, + "FN": 2220.233333333333, + "FP": 703.3666666666667, + "IoU": 0.3755662359731116, + "TN": 436773.5, + "TP": 4223.966666666666, + "n_pred": 4927.333333333333, + "n_ref": 6444.2 + }, + "3": { + "Dice": 0.4816271316744135, + "FN": 2473.3333333333335, + "FP": 2180.9, + "IoU": 0.43510840031732806, + "TN": 432296.8, + "TP": 6970.033333333334, + "n_pred": 9150.933333333332, + "n_ref": 9443.366666666667 + }, + "4": { + "Dice": 0.5060686162274753, + "FN": 990.2333333333333, + "FP": 606.0, + "IoU": 0.42016627292980274, + "TN": 440679.63333333336, + "TP": 1645.2, + "n_pred": 2251.2, + "n_ref": 2635.4333333333334 + }, + "5": { + "Dice": 0.38327569169960474, + "FN": 33.7, + "FP": 29.9, + "IoU": 0.3107350290406569, + "TN": 443754.0333333333, + "TP": 103.43333333333334, + "n_pred": 133.33333333333334, + "n_ref": 137.13333333333333 + }, + "6": { + "Dice": 0.6478600258810491, + "FN": 1078.9666666666667, + "FP": 11595.866666666667, + "IoU": 0.5864646395882765, + "TN": 406762.76666666666, + "TP": 24483.466666666667, + "n_pred": 36079.333333333336, + "n_ref": 25562.433333333334 + }, + "7": { + "Dice": 0.4487872500809993, + "FN": 3347.5, + "FP": 2696.2, + "IoU": 0.38046401224899834, + "TN": 427189.86666666664, + "TP": 10687.5, + "n_pred": 13383.7, + "n_ref": 14035.0 + }, + "8": { + "Dice": 0.9205130219981899, + "FN": 119.5, + "FP": 406.8, + "IoU": 0.8584831432929689, + "TN": 440459.13333333336, + "TP": 2935.633333333333, + "n_pred": 3342.4333333333334, + "n_ref": 3055.133333333333 + }, + "9": { + "Dice": 0.6898498400719023, + "FN": 366.6333333333333, + "FP": 468.6666666666667, + "IoU": 0.6127817129110766, + "TN": 439860.63333333336, + "TP": 3225.133333333333, + "n_pred": 3693.8, + "n_ref": 3591.766666666667 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.8917571535887455, + "FN": 555, + "FP": 1030, + "IoU": 0.8046586147399556, + "TN": 517582, + "TP": 6529, + "n_pred": 7559, + "n_ref": 7084 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 26, + "FP": 0, + "IoU": 0.0, + "TN": 525670, + "TP": 0, + "n_pred": 0, + "n_ref": 26 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 7586, + "IoU": 0.0, + "TN": 518110, + "TP": 0, + "n_pred": 7586, + "n_ref": 0 + }, + "3": { + "Dice": 0.8721397391589178, + "FN": 16756, + "FP": 2371, + "IoU": 0.7732693219535325, + "TN": 441336, + "TP": 65233, + "n_pred": 67604, + "n_ref": 81989 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 226, + "IoU": 0.0, + "TN": 525470, + "TP": 0, + "n_pred": 226, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0001.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0001.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7252453457663591, + "FN": 16070, + "FP": 784, + "IoU": 0.5689293570003581, + "TN": 661830, + "TP": 22244, + "n_pred": 23028, + "n_ref": 38314 + }, + "10": { + "Dice": 0.4385682980277575, + "FN": 3592, + "FP": 251, + "IoU": 0.280875748502994, + "TN": 695584, + "TP": 1501, + "n_pred": 1752, + "n_ref": 5093 + }, + "11": { + "Dice": 0.0, + "FN": 228, + "FP": 0, + "IoU": 0.0, + "TN": 700700, + "TP": 0, + "n_pred": 0, + "n_ref": 228 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.4328562937222806, + "FN": 19235, + "FP": 5573, + "IoU": 0.2762071480671043, + "TN": 666653, + "TP": 9467, + "n_pred": 15040, + "n_ref": 28702 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8845611064069997, + "FN": 587, + "FP": 231, + "IoU": 0.7930161943319838, + "TN": 696976, + "TP": 3134, + "n_pred": 3365, + "n_ref": 3721 + }, + "3": { + "Dice": 0.0, + "FN": 36915, + "FP": 0, + "IoU": 0.0, + "TN": 664013, + "TP": 0, + "n_pred": 0, + "n_ref": 36915 + }, + "4": { + "Dice": 0.4805488161967707, + "FN": 12916, + "FP": 5711, + "IoU": 0.316264728554124, + "TN": 673685, + "TP": 8616, + "n_pred": 14327, + "n_ref": 21532 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.5835206627928349, + "FN": 7780, + "FP": 51136, + "IoU": 0.4119514118316382, + "TN": 600739, + "TP": 41273, + "n_pred": 92409, + "n_ref": 49053 + }, + "7": { + "Dice": 0.3034981434434239, + "FN": 10239, + "FP": 4017, + "IoU": 0.1788964405022463, + "TN": 683566, + "TP": 3106, + "n_pred": 7123, + "n_ref": 13345 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 9, + "FP": 1, + "IoU": 0.0, + "TN": 700918, + "TP": 0, + "n_pred": 1, + "n_ref": 9 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0005.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0005.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 114, + "IoU": 0.0, + "TN": 525582, + "TP": 0, + "n_pred": 114, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 4757, + "FP": 0, + "IoU": 0.0, + "TN": 520939, + "TP": 0, + "n_pred": 0, + "n_ref": 4757 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9712893940512215, + "FN": 1259, + "FP": 297, + "IoU": 0.944181374659205, + "TN": 497820, + "TP": 26320, + "n_pred": 26617, + "n_ref": 27579 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0011.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0011.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8975206611570248, + "FN": 298, + "FP": 198, + "IoU": 0.8140929535232384, + "TN": 172564, + "TP": 2172, + "n_pred": 2370, + "n_ref": 2470 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0015.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0015.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7655712050078247, + "FN": 2292, + "FP": 2951, + "IoU": 0.6201825557809331, + "TN": 336660, + "TP": 8561, + "n_pred": 11512, + "n_ref": 10853 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7090562267235898, + "FN": 2237, + "FP": 966, + "IoU": 0.549254151421334, + "TN": 343358, + "TP": 3903, + "n_pred": 4869, + "n_ref": 6140 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1163, + "IoU": 0.0, + "TN": 349301, + "TP": 0, + "n_pred": 1163, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9502214459484748, + "FN": 315, + "FP": 1281, + "IoU": 0.9051637055083487, + "TN": 333635, + "TP": 15233, + "n_pred": 16514, + "n_ref": 15548 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.8369507676019058, + "FN": 8355, + "FP": 269, + "IoU": 0.7196176604460628, + "TN": 319706, + "TP": 22134, + "n_pred": 22403, + "n_ref": 30489 + }, + "8": { + "Dice": 0.9398609851919009, + "FN": 217, + "FP": 1176, + "IoU": 0.88654503990878, + "TN": 338186, + "TP": 10885, + "n_pred": 12061, + "n_ref": 11102 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0027.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0027.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 24, + "FP": 0, + "IoU": 0.0, + "TN": 350440, + "TP": 0, + "n_pred": 0, + "n_ref": 24 + }, + "10": { + "Dice": 0.6210173281162661, + "FN": 2222, + "FP": 490, + "IoU": 0.45034454803404944, + "TN": 345530, + "TP": 2222, + "n_pred": 2712, + "n_ref": 4444 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5637342908438061, + "FN": 469, + "FP": 1475, + "IoU": 0.3925, + "TN": 347264, + "TP": 1256, + "n_pred": 2731, + "n_ref": 1725 + }, + "13": { + "Dice": 0.6541737649063032, + "FN": 275, + "FP": 740, + "IoU": 0.4860759493670886, + "TN": 348489, + "TP": 960, + "n_pred": 1700, + "n_ref": 1235 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 350461, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "3": { + "Dice": 0.9167226326393553, + "FN": 372, + "FP": 124, + "IoU": 0.8462492250464972, + "TN": 347238, + "TP": 2730, + "n_pred": 2854, + "n_ref": 3102 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.2694063926940639, + "FN": 49, + "FP": 271, + "IoU": 0.15567282321899736, + "TN": 350085, + "TP": 59, + "n_pred": 330, + "n_ref": 108 + }, + "7": { + "Dice": 0.0015313935681470138, + "FN": 1110, + "FP": 194, + "IoU": 0.0007662835249042146, + "TN": 349159, + "TP": 1, + "n_pred": 195, + "n_ref": 1111 + }, + "8": { + "Dice": 0.90883370009431, + "FN": 1002, + "FP": 3058, + "IoU": 0.8329011812157879, + "TN": 326167, + "TP": 20237, + "n_pred": 23295, + "n_ref": 21239 + }, + "9": { + "Dice": 0.838270383518594, + "FN": 738, + "FP": 2041, + "IoU": 0.7215709848712554, + "TN": 340483, + "TP": 7202, + "n_pred": 9243, + "n_ref": 7940 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0052.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0052.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.3006711409395973, + "FN": 0, + "FP": 2084, + "IoU": 0.1769352290679305, + "TN": 347932, + "TP": 448, + "n_pred": 2532, + "n_ref": 448 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 160, + "FP": 0, + "IoU": 0.0, + "TN": 350304, + "TP": 0, + "n_pred": 0, + "n_ref": 160 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9614908836658957, + "FN": 2103, + "FP": 9353, + "IoU": 0.9258376922678544, + "TN": 195992, + "TP": 143016, + "n_pred": 152369, + "n_ref": 145119 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 238, + "IoU": 0.0, + "TN": 350226, + "TP": 0, + "n_pred": 238, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0058.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0058.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7746102449888641, + "FN": 4331, + "FP": 729, + "IoU": 0.6321337695383497, + "TN": 511941, + "TP": 8695, + "n_pred": 9424, + "n_ref": 13026 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 4348, + "IoU": 0.0, + "TN": 521348, + "TP": 0, + "n_pred": 4348, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9339368902171047, + "FN": 5355, + "FP": 2161, + "IoU": 0.8760615404910707, + "TN": 465053, + "TP": 53127, + "n_pred": 55288, + "n_ref": 58482 + }, + "7": { + "Dice": 0.9093421954950678, + "FN": 6619, + "FP": 1974, + "IoU": 0.8337557313935267, + "TN": 474007, + "TP": 43096, + "n_pred": 45070, + "n_ref": 49715 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0059.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0059.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8721030972492961, + "FN": 1877, + "FP": 485, + "IoU": 0.7732117138742198, + "TN": 865745, + "TP": 8053, + "n_pred": 8538, + "n_ref": 9930 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7355023878420025, + "FN": 800, + "FP": 10443, + "IoU": 0.5816558139534884, + "TN": 849285, + "TP": 15632, + "n_pred": 26075, + "n_ref": 16432 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 524, + "IoU": 0.0, + "TN": 875636, + "TP": 0, + "n_pred": 524, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.859677593854809, + "FN": 209, + "FP": 1088, + "IoU": 0.7538899430740038, + "TN": 870890, + "TP": 3973, + "n_pred": 5061, + "n_ref": 4182 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9599303135888502, + "FN": 1333, + "FP": 1979, + "IoU": 0.9229480737018425, + "TN": 833176, + "TP": 39672, + "n_pred": 41651, + "n_ref": 41005 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1927, + "IoU": 0.0, + "TN": 874233, + "TP": 0, + "n_pred": 1927, + "n_ref": 0 + }, + "8": { + "Dice": 0.7612917463586877, + "FN": 549, + "FP": 5941, + "IoU": 0.6145851891442484, + "TN": 859321, + "TP": 10349, + "n_pred": 16290, + "n_ref": 10898 + }, + "9": { + "Dice": 0.7491219267436026, + "FN": 5638, + "FP": 362, + "IoU": 0.5988768551945447, + "TN": 861202, + "TP": 8958, + "n_pred": 9320, + "n_ref": 14596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0098.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0098.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 4187, + "IoU": 0.0, + "TN": 871973, + "TP": 0, + "n_pred": 4187, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 3715, + "IoU": 0.0, + "TN": 872445, + "TP": 0, + "n_pred": 3715, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 237, + "FP": 0, + "IoU": 0.0, + "TN": 875923, + "TP": 0, + "n_pred": 0, + "n_ref": 237 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 160, + "IoU": 0.0, + "TN": 876000, + "TP": 0, + "n_pred": 160, + "n_ref": 0 + }, + "13": { + "Dice": 0.713798762782477, + "FN": 815, + "FP": 1452, + "IoU": 0.55496662740479, + "TN": 871066, + "TP": 2827, + "n_pred": 4279, + "n_ref": 3642 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 49, + "IoU": 0.0, + "TN": 876111, + "TP": 0, + "n_pred": 49, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7738761724701261, + "FN": 22495, + "FP": 2143, + "IoU": 0.6311566214557323, + "TN": 809362, + "TP": 42160, + "n_pred": 44303, + "n_ref": 64655 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 20984, + "IoU": 0.0, + "TN": 855176, + "TP": 0, + "n_pred": 20984, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 31, + "IoU": 0.0, + "TN": 876129, + "TP": 0, + "n_pred": 31, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.06682602603202674, + "FN": 387, + "FP": 124146, + "IoU": 0.03456803522699082, + "TN": 747168, + "TP": 4459, + "n_pred": 128605, + "n_ref": 4846 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 17439, + "IoU": 0.0, + "TN": 858721, + "TP": 0, + "n_pred": 17439, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8919716002184599, + "FN": 38, + "FP": 951, + "IoU": 0.8050078864353313, + "TN": 871088, + "TP": 4083, + "n_pred": 5034, + "n_ref": 4121 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0111.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0111.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0127.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0127.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.975489368882889, + "FN": 215, + "FP": 947, + "IoU": 0.9521515338686432, + "TN": 676643, + "TP": 23123, + "n_pred": 24070, + "n_ref": 23338 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 139, + "IoU": 0.0, + "TN": 700789, + "TP": 0, + "n_pred": 139, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1395, + "IoU": 0.0, + "TN": 699533, + "TP": 0, + "n_pred": 1395, + "n_ref": 0 + }, + "14": { + "Dice": 0.570446735395189, + "FN": 4250, + "FP": 0, + "IoU": 0.39903846153846156, + "TN": 693856, + "TP": 2822, + "n_pred": 2822, + "n_ref": 7072 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 10053, + "IoU": 0.0, + "TN": 690875, + "TP": 0, + "n_pred": 10053, + "n_ref": 0 + }, + "2": { + "Dice": 0.7569288171165394, + "FN": 38872, + "FP": 2822, + "IoU": 0.6089183206393276, + "TN": 594316, + "TP": 64918, + "n_pred": 67740, + "n_ref": 103790 + }, + "3": { + "Dice": 0.727663236154614, + "FN": 5782, + "FP": 33779, + "IoU": 0.5719108783396275, + "TN": 608515, + "TP": 52852, + "n_pred": 86631, + "n_ref": 58634 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8343157792176158, + "FN": 2982, + "FP": 419, + "IoU": 0.7157305249080576, + "TN": 688964, + "TP": 8563, + "n_pred": 8982, + "n_ref": 11545 + }, + "7": { + "Dice": 0.8762028587709372, + "FN": 9469, + "FP": 5956, + "IoU": 0.7796806261783694, + "TN": 630916, + "TP": 54587, + "n_pred": 60543, + "n_ref": 64056 + }, + "8": { + "Dice": 0.9331983805668016, + "FN": 122, + "FP": 10, + "IoU": 0.8747628083491461, + "TN": 699874, + "TP": 922, + "n_pred": 932, + "n_ref": 1044 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0158.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0158.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 137, + "IoU": 0.0, + "TN": 175095, + "TP": 0, + "n_pred": 137, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 175231, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 211, + "IoU": 0.0, + "TN": 175021, + "TP": 0, + "n_pred": 211, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 7190, + "IoU": 0.0, + "TN": 168042, + "TP": 0, + "n_pred": 7190, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0175.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0175.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 73, + "FP": 475, + "IoU": 0.0, + "TN": 349916, + "TP": 0, + "n_pred": 475, + "n_ref": 73 + }, + "11": { + "Dice": 0.0, + "FN": 404, + "FP": 0, + "IoU": 0.0, + "TN": 350060, + "TP": 0, + "n_pred": 0, + "n_ref": 404 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7409009009009009, + "FN": 529, + "FP": 190, + "IoU": 0.5884373211219233, + "TN": 348717, + "TP": 1028, + "n_pred": 1218, + "n_ref": 1557 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 18, + "IoU": 0.0, + "TN": 350446, + "TP": 0, + "n_pred": 18, + "n_ref": 0 + }, + "6": { + "Dice": 0.8957578341505009, + "FN": 56, + "FP": 433, + "IoU": 0.8111969111969112, + "TN": 347874, + "TP": 2101, + "n_pred": 2534, + "n_ref": 2157 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9632737099472397, + "FN": 940, + "FP": 487, + "IoU": 0.9291494960528276, + "TN": 330323, + "TP": 18714, + "n_pred": 19201, + "n_ref": 19654 + }, + "9": { + "Dice": 0.9549937648792653, + "FN": 830, + "FP": 1552, + "IoU": 0.9138641787806465, + "TN": 322810, + "TP": 25272, + "n_pred": 26824, + "n_ref": 26102 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0188.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0188.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0190.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0190.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.7405671216508112, + "FN": 14792, + "FP": 2143, + "IoU": 0.5880163479783973, + "TN": 484590, + "TP": 24171, + "n_pred": 26314, + "n_ref": 38963 + }, + "15": { + "Dice": 0.000948509485094851, + "FN": 14746, + "FP": 0, + "IoU": 0.000474479766827086, + "TN": 510943, + "TP": 7, + "n_pred": 7, + "n_ref": 14753 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0193.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0193.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0248.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0248.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8785046728971962, + "FN": 114, + "FP": 146, + "IoU": 0.7833333333333333, + "TN": 349264, + "TP": 940, + "n_pred": 1086, + "n_ref": 1054 + }, + "10": { + "Dice": 0.48181276088252833, + "FN": 3456, + "FP": 20, + "IoU": 0.3173605655930872, + "TN": 345372, + "TP": 1616, + "n_pred": 1636, + "n_ref": 5072 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.31211498973305957, + "FN": 172, + "FP": 163, + "IoU": 0.18491484184914841, + "TN": 350053, + "TP": 76, + "n_pred": 239, + "n_ref": 248 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 223, + "IoU": 0.0, + "TN": 350241, + "TP": 0, + "n_pred": 223, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 7071, + "IoU": 0.0, + "TN": 343393, + "TP": 0, + "n_pred": 7071, + "n_ref": 0 + }, + "3": { + "Dice": 0.8976677417550663, + "FN": 13934, + "FP": 2533, + "IoU": 0.8143350020294954, + "TN": 261772, + "TP": 72225, + "n_pred": 74758, + "n_ref": 86159 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.2485189123499924, + "FN": 4944, + "FP": 3, + "IoU": 0.14189071986123156, + "TN": 344699, + "TP": 818, + "n_pred": 821, + "n_ref": 5762 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0259.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0259.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9773776116822492, + "FN": 1356, + "FP": 345, + "IoU": 0.9557561254746918, + "TN": 837714, + "TP": 36745, + "n_pred": 37090, + "n_ref": 38101 + }, + "10": { + "Dice": 0.922253000923361, + "FN": 1486, + "FP": 2303, + "IoU": 0.8557230980123373, + "TN": 849898, + "TP": 22473, + "n_pred": 24776, + "n_ref": 23959 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9066328081689586, + "FN": 1982, + "FP": 3239, + "IoU": 0.8292116454039908, + "TN": 845590, + "TP": 25349, + "n_pred": 28588, + "n_ref": 27331 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9773491814308141, + "FN": 175, + "FP": 27, + "IoU": 0.9557017543859649, + "TN": 871600, + "TP": 4358, + "n_pred": 4385, + "n_ref": 4533 + }, + "3": { + "Dice": 0.0, + "FN": 14, + "FP": 0, + "IoU": 0.0, + "TN": 876146, + "TP": 0, + "n_pred": 0, + "n_ref": 14 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6573728233994424, + "FN": 430, + "FP": 6083, + "IoU": 0.4896168011911292, + "TN": 863399, + "TP": 6248, + "n_pred": 12331, + "n_ref": 6678 + }, + "7": { + "Dice": 0.4173463701301991, + "FN": 4041, + "FP": 7460, + "IoU": 0.26370038412291935, + "TN": 860540, + "TP": 4119, + "n_pred": 11579, + "n_ref": 8160 + }, + "8": { + "Dice": 0.9700243046178774, + "FN": 206, + "FP": 16, + "IoU": 0.9417933927635029, + "TN": 872346, + "TP": 3592, + "n_pred": 3608, + "n_ref": 3798 + }, + "9": { + "Dice": 0.9481227291077917, + "FN": 800, + "FP": 1256, + "IoU": 0.9013625023987718, + "TN": 855316, + "TP": 18788, + "n_pred": 20044, + "n_ref": 19588 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0263.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0263.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 388, + "IoU": 0.0, + "TN": 525308, + "TP": 0, + "n_pred": 388, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.2967405186295741, + "FN": 202639, + "FP": 1, + "IoU": 0.17421920845015323, + "TN": 280304, + "TP": 42752, + "n_pred": 42753, + "n_ref": 245391 + }, + "15": { + "Dice": 0.0, + "FN": 33223, + "FP": 973, + "IoU": 0.0, + "TN": 491500, + "TP": 0, + "n_pred": 973, + "n_ref": 33223 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 177, + "IoU": 0.0, + "TN": 525519, + "TP": 0, + "n_pred": 177, + "n_ref": 0 + }, + "3": { + "Dice": 0.9334836527621195, + "FN": 112, + "FP": 6, + "IoU": 0.8752642706131079, + "TN": 524750, + "TP": 828, + "n_pred": 834, + "n_ref": 940 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 118538, + "IoU": 0.0, + "TN": 407158, + "TP": 0, + "n_pred": 118538, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1595, + "IoU": 0.0, + "TN": 524101, + "TP": 0, + "n_pred": 1595, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 31, + "IoU": 0.0, + "TN": 525665, + "TP": 0, + "n_pred": 31, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0268.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0268.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 4, + "FP": 66, + "IoU": 0.0, + "TN": 525626, + "TP": 0, + "n_pred": 66, + "n_ref": 4 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9394804841561267, + "FN": 147, + "FP": 298, + "IoU": 0.8858681713259811, + "TN": 521797, + "TP": 3454, + "n_pred": 3752, + "n_ref": 3601 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9156570363466915, + "FN": 583, + "FP": 141, + "IoU": 0.8444348947142243, + "TN": 521042, + "TP": 3930, + "n_pred": 4071, + "n_ref": 4513 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9862819364431248, + "FN": 834, + "FP": 2183, + "IoU": 0.9729351502157473, + "TN": 414223, + "TP": 108456, + "n_pred": 110639, + "n_ref": 109290 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0274.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0274.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 6241, + "IoU": 0.0, + "TN": 519455, + "TP": 0, + "n_pred": 6241, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 6856, + "IoU": 0.0, + "TN": 518840, + "TP": 0, + "n_pred": 6856, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.37057797049336366, + "FN": 94, + "FP": 11809, + "IoU": 0.22742909067307068, + "TN": 510289, + "TP": 3504, + "n_pred": 15313, + "n_ref": 3598 + }, + "7": { + "Dice": 0.6466882950377382, + "FN": 31630, + "FP": 61, + "IoU": 0.4778561307542755, + "TN": 465002, + "TP": 29003, + "n_pred": 29064, + "n_ref": 60633 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0294.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0294.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.11627906976744186, + "FN": 76, + "FP": 0, + "IoU": 0.06172839506172839, + "TN": 350383, + "TP": 5, + "n_pred": 5, + "n_ref": 81 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 350460, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "13": { + "Dice": 0.3469817853379497, + "FN": 8117, + "FP": 559, + "IoU": 0.20990802294872962, + "TN": 339483, + "TP": 2305, + "n_pred": 2864, + "n_ref": 10422 + }, + "14": { + "Dice": 0.9081451612903226, + "FN": 1381, + "FP": 897, + "IoU": 0.8317453283108058, + "TN": 336925, + "TP": 11261, + "n_pred": 12158, + "n_ref": 12642 + }, + "15": { + "Dice": 0.5749686760406515, + "FN": 12046, + "FP": 166, + "IoU": 0.4034779210629152, + "TN": 329992, + "TP": 8260, + "n_pred": 8426, + "n_ref": 20306 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 350463, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8128841898205065, + "FN": 4629, + "FP": 1459, + "IoU": 0.6847555923777962, + "TN": 331152, + "TP": 13224, + "n_pred": 14683, + "n_ref": 17853 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9553248474473314, + "FN": 2357, + "FP": 879, + "IoU": 0.914470728161755, + "TN": 312629, + "TP": 34599, + "n_pred": 35478, + "n_ref": 36956 + }, + "7": { + "Dice": 0.0, + "FN": 3031, + "FP": 265, + "IoU": 0.0, + "TN": 347168, + "TP": 0, + "n_pred": 265, + "n_ref": 3031 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0299.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0299.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9469490723708415, + "FN": 209, + "FP": 4838, + "IoU": 0.8992433770537621, + "TN": 300373, + "TP": 45044, + "n_pred": 49882, + "n_ref": 45253 + }, + "10": { + "Dice": 0.0, + "FN": 376, + "FP": 0, + "IoU": 0.0, + "TN": 350088, + "TP": 0, + "n_pred": 0, + "n_ref": 376 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9063429895440057, + "FN": 4400, + "FP": 3563, + "IoU": 0.8287269051255027, + "TN": 303971, + "TP": 38530, + "n_pred": 42093, + "n_ref": 42930 + }, + "15": { + "Dice": 0.3522722907302831, + "FN": 820, + "FP": 16041, + "IoU": 0.21379278187074513, + "TN": 329018, + "TP": 4585, + "n_pred": 20626, + "n_ref": 5405 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.901453957996769, + "FN": 55, + "FP": 6, + "IoU": 0.8205882352941176, + "TN": 350124, + "TP": 279, + "n_pred": 285, + "n_ref": 334 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0321.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0321.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.4037678799860449, + "FN": 80, + "FP": 5047, + "IoU": 0.25295060469182573, + "TN": 168369, + "TP": 1736, + "n_pred": 6783, + "n_ref": 1816 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7135716408635271, + "FN": 2859, + "FP": 7742, + "IoU": 0.5546920944299757, + "TN": 151426, + "TP": 13205, + "n_pred": 20947, + "n_ref": 16064 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.7518796992481203, + "FN": 18, + "FP": 1137, + "IoU": 0.6024096385542169, + "TN": 172327, + "TP": 1750, + "n_pred": 2887, + "n_ref": 1768 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.7100153431035395, + "FN": 14180, + "FP": 2263, + "IoU": 0.5504060372405873, + "TN": 138659, + "TP": 20130, + "n_pred": 22393, + "n_ref": 34310 + }, + "8": { + "Dice": 0.9272773666751722, + "FN": 128, + "FP": 157, + "IoU": 0.8644148430066603, + "TN": 173130, + "TP": 1817, + "n_pred": 1974, + "n_ref": 1945 + }, + "9": { + "Dice": 0.9209383992586451, + "FN": 317, + "FP": 1304, + "IoU": 0.8534623033809438, + "TN": 164170, + "TP": 9441, + "n_pred": 10745, + "n_ref": 9758 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0341.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0341.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.23514851485148514, + "FN": 204, + "FP": 1032, + "IoU": 0.1332398316970547, + "TN": 699502, + "TP": 190, + "n_pred": 1222, + "n_ref": 394 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.739661348095083, + "FN": 2826, + "FP": 372, + "IoU": 0.5868750807389226, + "TN": 693187, + "TP": 4543, + "n_pred": 4915, + "n_ref": 7369 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 219, + "IoU": 0.0, + "TN": 700709, + "TP": 0, + "n_pred": 219, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 16639, + "IoU": 0.0, + "TN": 684289, + "TP": 0, + "n_pred": 16639, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.73397021058038, + "FN": 11192, + "FP": 1757, + "IoU": 0.5797416590938596, + "TN": 670116, + "TP": 17863, + "n_pred": 19620, + "n_ref": 29055 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9331221853813035, + "FN": 590, + "FP": 12924, + "IoU": 0.8746289149473059, + "TN": 593136, + "TP": 94278, + "n_pred": 107202, + "n_ref": 94868 + }, + "7": { + "Dice": 0.7408221168817688, + "FN": 3417, + "FP": 26545, + "IoU": 0.5883379360564968, + "TN": 628145, + "TP": 42821, + "n_pred": 69366, + "n_ref": 46238 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0350.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0350.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6979802724283701, + "FN": 1080, + "FP": 849, + "IoU": 0.536075036075036, + "TN": 346306, + "TP": 2229, + "n_pred": 3078, + "n_ref": 3309 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9770553823519109, + "FN": 1447, + "FP": 3138, + "IoU": 0.9551400589000754, + "TN": 248257, + "TP": 97622, + "n_pred": 100760, + "n_ref": 99069 + }, + "7": { + "Dice": 0.9665597645317431, + "FN": 1683, + "FP": 2248, + "IoU": 0.9352836587534161, + "TN": 289722, + "TP": 56811, + "n_pred": 59059, + "n_ref": 58494 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7418166939443536, + "FN": 2161, + "FP": 363, + "IoU": 0.5895934959349594, + "TN": 344314, + "TP": 3626, + "n_pred": 3989, + "n_ref": 5787 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0361.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0361.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9707456710551212, + "FN": 3273, + "FP": 1520, + "IoU": 0.9431543242089283, + "TN": 441380, + "TP": 79523, + "n_pred": 81043, + "n_ref": 82796 + }, + "10": { + "Dice": 0.8720458677108097, + "FN": 318, + "FP": 597, + "IoU": 0.7731217455988099, + "TN": 521663, + "TP": 3118, + "n_pred": 3715, + "n_ref": 3436 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 13, + "IoU": 0.0, + "TN": 525683, + "TP": 0, + "n_pred": 13, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7665513833992095, + "FN": 1011, + "FP": 879, + "IoU": 0.6214700580813138, + "TN": 520703, + "TP": 3103, + "n_pred": 3982, + "n_ref": 4114 + }, + "6": { + "Dice": 0.9531311698133412, + "FN": 5313, + "FP": 1690, + "IoU": 0.9104590205856029, + "TN": 447486, + "TP": 71207, + "n_pred": 72897, + "n_ref": 76520 + }, + "7": { + "Dice": 0.9680276326277566, + "FN": 1652, + "FP": 1236, + "IoU": 0.938036388602815, + "TN": 479088, + "TP": 43720, + "n_pred": 44956, + "n_ref": 45372 + }, + "8": { + "Dice": 0.9603439825335294, + "FN": 421, + "FP": 1359, + "IoU": 0.9237131959027987, + "TN": 502363, + "TP": 21553, + "n_pred": 22912, + "n_ref": 21974 + }, + "9": { + "Dice": 0.8532629030483108, + "FN": 468, + "FP": 6199, + "IoU": 0.7440789221143143, + "TN": 499645, + "TP": 19384, + "n_pred": 25583, + "n_ref": 19852 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0371.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0371.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0383.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0383.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0387.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0387.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": 0.5094955752398324, + "FN": 1054.9244444444444, + "FP": 1046.3777777777777, + "IoU": 0.43513062037166944, + "TN": 400488.51333333337, + "TP": 6284.851111111111, + "n_pred": 7331.228888888889, + "n_ref": 7339.775555555555 + }, + "mean": { + "1": { + "Dice": 0.4356026277046158, + "FN": 218.1, + "FP": 350.93333333333334, + "IoU": 0.38994347830838805, + "TN": 407772.73333333334, + "TP": 532.9, + "n_pred": 883.8333333333334, + "n_ref": 751.0 + }, + "10": { + "Dice": 0.557927400637608, + "FN": 2356.5333333333333, + "FP": 1005.2333333333333, + "IoU": 0.4563818625076295, + "TN": 401857.56666666665, + "TP": 3655.3333333333335, + "n_pred": 4660.566666666667, + "n_ref": 6011.866666666667 + }, + "11": { + "Dice": 0.0, + "FN": 422.56666666666666, + "FP": 0.0, + "IoU": 0.0, + "TN": 408452.1, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 422.56666666666666 + }, + "12": { + "Dice": 0.20793735897830695, + "FN": 517.7666666666667, + "FP": 156.06666666666666, + "IoU": 0.13674069182644757, + "TN": 407957.2, + "TP": 243.63333333333333, + "n_pred": 399.7, + "n_ref": 761.4 + }, + "13": { + "Dice": 0.3691829076662587, + "FN": 1710.1, + "FP": 1429.4333333333334, + "IoU": 0.2814179613017293, + "TN": 403393.6666666667, + "TP": 2341.4666666666667, + "n_pred": 3770.9, + "n_ref": 4051.5666666666666 + }, + "14": { + "Dice": 0.5803838986786538, + "FN": 303.03333333333336, + "FP": 417.6, + "IoU": 0.47843391865323415, + "TN": 406201.0, + "TP": 1953.0333333333333, + "n_pred": 2370.633333333333, + "n_ref": 2256.0666666666666 + }, + "15": { + "Dice": 0.3425197381475275, + "FN": 613.0333333333333, + "FP": 626.7, + "IoU": 0.2656016765294653, + "TN": 406549.4666666667, + "TP": 1085.4666666666667, + "n_pred": 1712.1666666666667, + "n_ref": 1698.5 + }, + "2": { + "Dice": 0.6356068055218942, + "FN": 672.4333333333333, + "FP": 885.4333333333333, + "IoU": 0.5939491339053876, + "TN": 400709.1, + "TP": 6607.7, + "n_pred": 7493.133333333333, + "n_ref": 7280.133333333333 + }, + "3": { + "Dice": 0.6968080865016778, + "FN": 1078.8666666666666, + "FP": 378.26666666666665, + "IoU": 0.6448095662756919, + "TN": 399075.4, + "TP": 8342.133333333333, + "n_pred": 8720.4, + "n_ref": 9421.0 + }, + "4": { + "Dice": 0.2422591124353597, + "FN": 652.3666666666667, + "FP": 623.7, + "IoU": 0.19222189111118904, + "TN": 406081.4, + "TP": 1517.2, + "n_pred": 2140.9, + "n_ref": 2169.5666666666666 + }, + "5": { + "Dice": 0.546213417516955, + "FN": 545.0, + "FP": 453.7, + "IoU": 0.3894473157747908, + "TN": 407234.1, + "TP": 641.8666666666667, + "n_pred": 1095.5666666666666, + "n_ref": 1186.8666666666666 + }, + "6": { + "Dice": 0.9237431772903659, + "FN": 3160.4, + "FP": 3568.9333333333334, + "IoU": 0.8632623115190149, + "TN": 356395.93333333335, + "TP": 45749.4, + "n_pred": 49318.333333333336, + "n_ref": 48909.8 + }, + "7": { + "Dice": 0.4942954670192879, + "FN": 2077.3, + "FP": 3943.5, + "IoU": 0.42033897701229445, + "TN": 393465.93333333335, + "TP": 9387.933333333332, + "n_pred": 13331.433333333332, + "n_ref": 11465.233333333334 + }, + "8": { + "Dice": 0.8793978099383002, + "FN": 578.9, + "FP": 809.9333333333333, + "IoU": 0.7942858786470762, + "TN": 400591.43333333335, + "TP": 6894.4, + "n_pred": 7704.333333333333, + "n_ref": 7473.3 + }, + "9": { + "Dice": 0.7305558205606731, + "FN": 917.4666666666667, + "FP": 1046.2333333333333, + "IoU": 0.6201246422027028, + "TN": 401590.6666666667, + "TP": 5320.3, + "n_pred": 6366.533333333334, + "n_ref": 6237.766666666666 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.5955119440199469, + "FN": 4460, + "FP": 569, + "IoU": 0.4240064139273852, + "TN": 166501, + "TP": 3702, + "n_pred": 4271, + "n_ref": 8162 + }, + "11": { + "Dice": 0.0, + "FN": 1408, + "FP": 0, + "IoU": 0.0, + "TN": 173824, + "TP": 0, + "n_pred": 0, + "n_ref": 1408 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.503449246797128, + "FN": 4473, + "FP": 2581, + "IoU": 0.3364063969896519, + "TN": 164602, + "TP": 3576, + "n_pred": 6157, + "n_ref": 8049 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9250729156190285, + "FN": 476, + "FP": 269, + "IoU": 0.8605913173652695, + "TN": 169888, + "TP": 4599, + "n_pred": 4868, + "n_ref": 5075 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 497, + "FP": 0, + "IoU": 0.0, + "TN": 174735, + "TP": 0, + "n_pred": 0, + "n_ref": 497 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9065419574144647, + "FN": 6086, + "FP": 2767, + "IoU": 0.8290596640278046, + "TN": 123442, + "TP": 42937, + "n_pred": 45704, + "n_ref": 49023 + }, + "7": { + "Dice": 0.025247971145175834, + "FN": 0, + "FP": 6486, + "IoU": 0.012785388127853882, + "TN": 168662, + "TP": 84, + "n_pred": 6570, + "n_ref": 84 + }, + "8": { + "Dice": 0.6878980891719745, + "FN": 48, + "FP": 1, + "IoU": 0.5242718446601942, + "TN": 175129, + "TP": 54, + "n_pred": 55, + "n_ref": 102 + }, + "9": { + "Dice": 0.9455669292745235, + "FN": 1298, + "FP": 1749, + "IoU": 0.8967538628354568, + "TN": 145720, + "TP": 26465, + "n_pred": 28214, + "n_ref": 27763 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0004.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0004.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9241237113402062, + "FN": 358, + "FP": 378, + "IoU": 0.858949789191261, + "TN": 520478, + "TP": 4482, + "n_pred": 4860, + "n_ref": 4840 + }, + "10": { + "Dice": 0.0053958350897900685, + "FN": 11797, + "FP": 0, + "IoU": 0.0027052159945895682, + "TN": 513867, + "TP": 32, + "n_pred": 32, + "n_ref": 11829 + }, + "11": { + "Dice": 0.0, + "FN": 28, + "FP": 0, + "IoU": 0.0, + "TN": 525668, + "TP": 0, + "n_pred": 0, + "n_ref": 28 + }, + "12": { + "Dice": 0.5830746948065384, + "FN": 3229, + "FP": 801, + "IoU": 0.4115070093457944, + "TN": 518848, + "TP": 2818, + "n_pred": 3619, + "n_ref": 6047 + }, + "13": { + "Dice": 0.7345659667815732, + "FN": 348, + "FP": 499, + "IoU": 0.5804853888063398, + "TN": 523677, + "TP": 1172, + "n_pred": 1671, + "n_ref": 1520 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 114, + "IoU": 0.0, + "TN": 525582, + "TP": 0, + "n_pred": 114, + "n_ref": 0 + }, + "3": { + "Dice": 0.9601157499952405, + "FN": 2705, + "FP": 1485, + "IoU": 0.9232909816557431, + "TN": 471074, + "TP": 50432, + "n_pred": 51917, + "n_ref": 53137 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9562957206784748, + "FN": 467, + "FP": 1164, + "IoU": 0.9162516046213094, + "TN": 506221, + "TP": 17844, + "n_pred": 19008, + "n_ref": 18311 + }, + "7": { + "Dice": 0.937046128669326, + "FN": 745, + "FP": 1717, + "IoU": 0.8815491941303825, + "TN": 504911, + "TP": 18323, + "n_pred": 20040, + "n_ref": 19068 + }, + "8": { + "Dice": 0.8792979820398129, + "FN": 3040, + "FP": 495, + "IoU": 0.784595698007434, + "TN": 509285, + "TP": 12876, + "n_pred": 13371, + "n_ref": 15916 + }, + "9": { + "Dice": 0.8486754497804222, + "FN": 2545, + "FP": 2796, + "IoU": 0.7371296387439709, + "TN": 505378, + "TP": 14977, + "n_pred": 17773, + "n_ref": 17522 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0033.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0033.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 69, + "IoU": 0.0, + "TN": 525627, + "TP": 0, + "n_pred": 69, + "n_ref": 0 + }, + "10": { + "Dice": 0.7327839348299706, + "FN": 1895, + "FP": 926, + "IoU": 0.5782628195544924, + "TN": 519007, + "TP": 3868, + "n_pred": 4794, + "n_ref": 5763 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.560870316007598, + "FN": 2305, + "FP": 2781, + "IoU": 0.3897288216942645, + "TN": 517362, + "TP": 3248, + "n_pred": 6029, + "n_ref": 5553 + }, + "14": { + "Dice": 0.8884059883120814, + "FN": 1856, + "FP": 12523, + "IoU": 0.7992180409132165, + "TN": 454081, + "TP": 57236, + "n_pred": 69759, + "n_ref": 59092 + }, + "15": { + "Dice": 0.7926006080280311, + "FN": 15770, + "FP": 330, + "IoU": 0.656452714236941, + "TN": 478832, + "TP": 30764, + "n_pred": 31094, + "n_ref": 46534 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.5675182481751825, + "FN": 633, + "FP": 315, + "IoU": 0.3961783439490446, + "TN": 524126, + "TP": 622, + "n_pred": 937, + "n_ref": 1255 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.967917262092184, + "FN": 4283, + "FP": 2340, + "IoU": 0.9378291357282993, + "TN": 419167, + "TP": 99906, + "n_pred": 102246, + "n_ref": 104189 + }, + "7": { + "Dice": 0.7097793132623563, + "FN": 2255, + "FP": 18326, + "IoU": 0.5501224097228294, + "TN": 479948, + "TP": 25167, + "n_pred": 43493, + "n_ref": 27422 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0035.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0035.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7561767079305668, + "FN": 6456, + "FP": 7745, + "IoU": 0.6079454475180829, + "TN": 139010, + "TP": 22021, + "n_pred": 29766, + "n_ref": 28477 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7744482512739352, + "FN": 7197, + "FP": 5772, + "IoU": 0.631918033717432, + "TN": 139998, + "TP": 22265, + "n_pred": 28037, + "n_ref": 29462 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8776059179556154, + "FN": 306, + "FP": 58, + "IoU": 0.7819053325344517, + "TN": 173563, + "TP": 1305, + "n_pred": 1363, + "n_ref": 1611 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 79, + "IoU": 0.0, + "TN": 175153, + "TP": 0, + "n_pred": 79, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9155396080596191, + "FN": 350, + "FP": 262, + "IoU": 0.8442351743446169, + "TN": 171303, + "TP": 3317, + "n_pred": 3579, + "n_ref": 3667 + }, + "7": { + "Dice": 0.5446756425948592, + "FN": 371, + "FP": 1861, + "IoU": 0.3742640874684609, + "TN": 171665, + "TP": 1335, + "n_pred": 3196, + "n_ref": 1706 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8467708433195923, + "FN": 567, + "FP": 4228, + "IoU": 0.734260696076258, + "TN": 157188, + "TP": 13249, + "n_pred": 17477, + "n_ref": 13816 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0043.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0043.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.7004886288230681, + "FN": 4589, + "FP": 376, + "IoU": 0.5390400148547024, + "TN": 339693, + "TP": 5806, + "n_pred": 6182, + "n_ref": 10395 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9723543596568672, + "FN": 3078, + "FP": 1118, + "IoU": 0.9461961608986114, + "TN": 272477, + "TP": 73791, + "n_pred": 74909, + "n_ref": 76869 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1844, + "IoU": 0.0, + "TN": 348620, + "TP": 0, + "n_pred": 1844, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0044.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0044.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9649318992812986, + "FN": 1406, + "FP": 4176, + "IoU": 0.9322400126245767, + "TN": 268085, + "TP": 76797, + "n_pred": 80973, + "n_ref": 78203 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 24, + "IoU": 0.0, + "TN": 350440, + "TP": 0, + "n_pred": 24, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0045.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0045.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 21, + "IoU": 0.0, + "TN": 175211, + "TP": 0, + "n_pred": 21, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.003590664272890485, + "FN": 14430, + "FP": 0, + "IoU": 0.0017985611510791368, + "TN": 160776, + "TP": 26, + "n_pred": 26, + "n_ref": 14456 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.795146799088745, + "FN": 10425, + "FP": 5581, + "IoU": 0.6599532611004887, + "TN": 128162, + "TP": 31064, + "n_pred": 36645, + "n_ref": 41489 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.81644343485759, + "FN": 3540, + "FP": 20621, + "IoU": 0.689822065884407, + "TN": 97338, + "TP": 53733, + "n_pred": 74354, + "n_ref": 57273 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 7818, + "IoU": 0.0, + "TN": 167414, + "TP": 0, + "n_pred": 7818, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0050.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0050.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0054.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0054.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9182879377431906, + "FN": 104, + "FP": 43, + "IoU": 0.8489208633093526, + "TN": 524723, + "TP": 826, + "n_pred": 869, + "n_ref": 930 + }, + "10": { + "Dice": 0.7774305262268772, + "FN": 2567, + "FP": 2703, + "IoU": 0.635898853115932, + "TN": 511222, + "TP": 9204, + "n_pred": 11907, + "n_ref": 11771 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.529543994861914, + "FN": 1907, + "FP": 1023, + "IoU": 0.36012229744485696, + "TN": 521117, + "TP": 1649, + "n_pred": 2672, + "n_ref": 3556 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1941, + "IoU": 0.0, + "TN": 523755, + "TP": 0, + "n_pred": 1941, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 97, + "IoU": 0.0, + "TN": 525599, + "TP": 0, + "n_pred": 97, + "n_ref": 0 + }, + "3": { + "Dice": 0.8874021711688967, + "FN": 631, + "FP": 261, + "IoU": 0.797594735647833, + "TN": 521289, + "TP": 3515, + "n_pred": 3776, + "n_ref": 4146 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.8569927498161185, + "FN": 170, + "FP": 1191, + "IoU": 0.7497701783416069, + "TN": 520257, + "TP": 4078, + "n_pred": 5269, + "n_ref": 4248 + }, + "8": { + "Dice": 0.9193173192291682, + "FN": 665, + "FP": 2630, + "IoU": 0.85068201386686, + "TN": 503629, + "TP": 18772, + "n_pred": 21402, + "n_ref": 19437 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0066.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0066.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.4725946192430461, + "FN": 1353, + "FP": 4430, + "IoU": 0.30941007881538096, + "TN": 342090, + "TP": 2591, + "n_pred": 7021, + "n_ref": 3944 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.807421875, + "FN": 6609, + "FP": 293, + "IoU": 0.6770389780543727, + "TN": 329093, + "TP": 14469, + "n_pred": 14762, + "n_ref": 21078 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0067.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0067.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0078.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0078.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.002244165170556553, + "FN": 1594, + "FP": 7298, + "IoU": 0.0011233430689732643, + "TN": 867258, + "TP": 10, + "n_pred": 7308, + "n_ref": 1604 + }, + "10": { + "Dice": 0.5697556008146639, + "FN": 6552, + "FP": 3588, + "IoU": 0.3983624065503738, + "TN": 859306, + "TP": 6714, + "n_pred": 10302, + "n_ref": 13266 + }, + "11": { + "Dice": 0.0, + "FN": 3724, + "FP": 0, + "IoU": 0.0, + "TN": 872436, + "TP": 0, + "n_pred": 0, + "n_ref": 3724 + }, + "12": { + "Dice": 0.07142857142857142, + "FN": 758, + "FP": 1478, + "IoU": 0.037037037037037035, + "TN": 873838, + "TP": 86, + "n_pred": 1564, + "n_ref": 844 + }, + "13": { + "Dice": 0.6113053613053613, + "FN": 1633, + "FP": 1035, + "IoU": 0.44020142677297525, + "TN": 871394, + "TP": 2098, + "n_pred": 3133, + "n_ref": 3731 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9383589446216295, + "FN": 599, + "FP": 464, + "IoU": 0.8838759012453572, + "TN": 867006, + "TP": 8091, + "n_pred": 8555, + "n_ref": 8690 + }, + "3": { + "Dice": 0.9441378985097152, + "FN": 2306, + "FP": 2432, + "IoU": 0.8941867476606293, + "TN": 831383, + "TP": 40039, + "n_pred": 42471, + "n_ref": 42345 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1551, + "IoU": 0.0, + "TN": 874609, + "TP": 0, + "n_pred": 1551, + "n_ref": 0 + }, + "5": { + "Dice": 0.5338370565045992, + "FN": 2786, + "FP": 52, + "IoU": 0.3641048622003137, + "TN": 871697, + "TP": 1625, + "n_pred": 1677, + "n_ref": 4411 + }, + "6": { + "Dice": 0.8799727652952047, + "FN": 42008, + "FP": 7352, + "IoU": 0.785670864090317, + "TN": 645860, + "TP": 180940, + "n_pred": 188292, + "n_ref": 222948 + }, + "7": { + "Dice": 0.5738433849737092, + "FN": 4250, + "FP": 19902, + "IoU": 0.40237052433622844, + "TN": 835747, + "TP": 16261, + "n_pred": 36163, + "n_ref": 20511 + }, + "8": { + "Dice": 0.9278808051989221, + "FN": 666, + "FP": 244, + "IoU": 0.8654642223536368, + "TN": 869396, + "TP": 5854, + "n_pred": 6098, + "n_ref": 6520 + }, + "9": { + "Dice": 0.732238849338951, + "FN": 340, + "FP": 7032, + "IoU": 0.5775842310336924, + "TN": 858708, + "TP": 10080, + "n_pred": 17112, + "n_ref": 10420 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0083.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0083.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8927324131049393, + "FN": 359, + "FP": 286, + "IoU": 0.8062481225593271, + "TN": 522367, + "TP": 2684, + "n_pred": 2970, + "n_ref": 3043 + }, + "10": { + "Dice": 0.8385229917594514, + "FN": 1152, + "FP": 1415, + "IoU": 0.7219454072790294, + "TN": 516464, + "TP": 6665, + "n_pred": 8080, + "n_ref": 7817 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.265113211694878, + "FN": 3306, + "FP": 37, + "IoU": 0.15281297516472378, + "TN": 521750, + "TP": 603, + "n_pred": 640, + "n_ref": 3909 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 625, + "IoU": 0.0, + "TN": 525071, + "TP": 0, + "n_pred": 625, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9154005524861878, + "FN": 1778, + "FP": 182, + "IoU": 0.8439987265202165, + "TN": 513132, + "TP": 10604, + "n_pred": 10786, + "n_ref": 12382 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8406183368869936, + "FN": 444, + "FP": 154, + "IoU": 0.7250574712643678, + "TN": 523521, + "TP": 1577, + "n_pred": 1731, + "n_ref": 2021 + }, + "7": { + "Dice": 0.9426599171652094, + "FN": 621, + "FP": 625, + "IoU": 0.8915389972144847, + "TN": 514208, + "TP": 10242, + "n_pred": 10867, + "n_ref": 10863 + }, + "8": { + "Dice": 0.8867140266021766, + "FN": 15, + "FP": 2983, + "IoU": 0.7964836060009504, + "TN": 510965, + "TP": 11733, + "n_pred": 14716, + "n_ref": 11748 + }, + "9": { + "Dice": 0.415748031496063, + "FN": 730, + "FP": 12, + "IoU": 0.2624254473161034, + "TN": 524690, + "TP": 264, + "n_pred": 276, + "n_ref": 994 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0109.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0109.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9653904665314401, + "FN": 277, + "FP": 269, + "IoU": 0.9330964342605073, + "TN": 517535, + "TP": 7615, + "n_pred": 7884, + "n_ref": 7892 + }, + "10": { + "Dice": 0.8465627864344638, + "FN": 3142, + "FP": 206, + "IoU": 0.7339478703115067, + "TN": 513112, + "TP": 9236, + "n_pred": 9442, + "n_ref": 12378 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 130, + "FP": 0, + "IoU": 0.0, + "TN": 525566, + "TP": 0, + "n_pred": 0, + "n_ref": 130 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 15435, + "IoU": 0.0, + "TN": 510261, + "TP": 0, + "n_pred": 15435, + "n_ref": 0 + }, + "3": { + "Dice": 0.8465228490476057, + "FN": 19822, + "FP": 2062, + "IoU": 0.7338878350114305, + "TN": 443460, + "TP": 60352, + "n_pred": 62414, + "n_ref": 80174 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6318611026500153, + "FN": 1461, + "FP": 4582, + "IoU": 0.4618398788850298, + "TN": 514467, + "TP": 5186, + "n_pred": 9768, + "n_ref": 6647 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9638091327682787, + "FN": 129, + "FP": 2339, + "IoU": 0.9301463304180465, + "TN": 490365, + "TP": 32863, + "n_pred": 35202, + "n_ref": 32992 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0134.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0134.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0156.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0156.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.063247583155825, + "FN": 3670, + "FP": 2047, + "IoU": 0.032656514382402704, + "TN": 344554, + "TP": 193, + "n_pred": 2240, + "n_ref": 3863 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 1098, + "FP": 0, + "IoU": 0.0, + "TN": 349366, + "TP": 0, + "n_pred": 0, + "n_ref": 1098 + }, + "12": { + "Dice": 0.5631360723709009, + "FN": 545, + "FP": 614, + "IoU": 0.3919202518363064, + "TN": 348558, + "TP": 747, + "n_pred": 1361, + "n_ref": 1292 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 458, + "IoU": 0.0, + "TN": 350006, + "TP": 0, + "n_pred": 458, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7792707163224747, + "FN": 10140, + "FP": 78, + "IoU": 0.6383648911697045, + "TN": 322209, + "TP": 18037, + "n_pred": 18115, + "n_ref": 28177 + }, + "3": { + "Dice": 0.0, + "FN": 5, + "FP": 186, + "IoU": 0.0, + "TN": 350273, + "TP": 0, + "n_pred": 186, + "n_ref": 5 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 795, + "IoU": 0.0, + "TN": 349669, + "TP": 0, + "n_pred": 795, + "n_ref": 0 + }, + "5": { + "Dice": 0.7296530656775038, + "FN": 1673, + "FP": 805, + "IoU": 0.5743730676743387, + "TN": 344642, + "TP": 3344, + "n_pred": 4149, + "n_ref": 5017 + }, + "6": { + "Dice": 0.9284116685966276, + "FN": 6625, + "FP": 6914, + "IoU": 0.8663883707848536, + "TN": 249133, + "TP": 87792, + "n_pred": 94706, + "n_ref": 94417 + }, + "7": { + "Dice": 0.801074132025204, + "FN": 5510, + "FP": 3898, + "IoU": 0.6681598532679623, + "TN": 322113, + "TP": 18943, + "n_pred": 22841, + "n_ref": 24453 + }, + "8": { + "Dice": 0.9087730061349694, + "FN": 498, + "FP": 2476, + "IoU": 0.832799235396638, + "TN": 332677, + "TP": 14813, + "n_pred": 17289, + "n_ref": 15311 + }, + "9": { + "Dice": 0.9236228675608803, + "FN": 1054, + "FP": 1292, + "IoU": 0.8580848103563002, + "TN": 333933, + "TP": 14185, + "n_pred": 15477, + "n_ref": 15239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0160.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0160.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6968325791855203, + "FN": 654, + "FP": 485, + "IoU": 0.5347222222222222, + "TN": 348016, + "TP": 1309, + "n_pred": 1794, + "n_ref": 1963 + }, + "11": { + "Dice": 0.0, + "FN": 2752, + "FP": 0, + "IoU": 0.0, + "TN": 347712, + "TP": 0, + "n_pred": 0, + "n_ref": 2752 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 301, + "IoU": 0.0, + "TN": 350163, + "TP": 0, + "n_pred": 301, + "n_ref": 0 + }, + "13": { + "Dice": 0.7113908201258691, + "FN": 7710, + "FP": 1049, + "IoU": 0.5520609593944973, + "TN": 330910, + "TP": 10795, + "n_pred": 11844, + "n_ref": 18505 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9656588098918083, + "FN": 963, + "FP": 459, + "IoU": 0.9335979453653981, + "TN": 329049, + "TP": 19993, + "n_pred": 20452, + "n_ref": 20956 + }, + "3": { + "Dice": 0.6666666666666666, + "FN": 0, + "FP": 3, + "IoU": 0.5, + "TN": 350458, + "TP": 3, + "n_pred": 6, + "n_ref": 3 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 73, + "IoU": 0.0, + "TN": 350391, + "TP": 0, + "n_pred": 73, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9700631890412912, + "FN": 771, + "FP": 2588, + "IoU": 0.9418667035876845, + "TN": 292683, + "TP": 54422, + "n_pred": 57010, + "n_ref": 55193 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 84, + "IoU": 0.0, + "TN": 350380, + "TP": 0, + "n_pred": 84, + "n_ref": 0 + }, + "8": { + "Dice": 0.9638857511699209, + "FN": 743, + "FP": 376, + "IoU": 0.930289060553202, + "TN": 334412, + "TP": 14933, + "n_pred": 15309, + "n_ref": 15676 + }, + "9": { + "Dice": 0.9250586939810101, + "FN": 1790, + "FP": 1817, + "IoU": 0.8605667014573428, + "TN": 324595, + "TP": 22262, + "n_pred": 24079, + "n_ref": 24052 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0170.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0170.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 5, + "FP": 0, + "IoU": 0.0, + "TN": 876155, + "TP": 0, + "n_pred": 0, + "n_ref": 5 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 257, + "FP": 0, + "IoU": 0.0, + "TN": 875903, + "TP": 0, + "n_pred": 0, + "n_ref": 257 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1471, + "IoU": 0.0, + "TN": 874689, + "TP": 0, + "n_pred": 1471, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 645, + "IoU": 0.0, + "TN": 875515, + "TP": 0, + "n_pred": 645, + "n_ref": 0 + }, + "3": { + "Dice": 0.9458974545984976, + "FN": 2013, + "FP": 1696, + "IoU": 0.8973486106498395, + "TN": 840028, + "TP": 32423, + "n_pred": 34119, + "n_ref": 34436 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 6534, + "IoU": 0.0, + "TN": 869626, + "TP": 0, + "n_pred": 6534, + "n_ref": 0 + }, + "5": { + "Dice": 0.5775707154742097, + "FN": 3268, + "FP": 3079, + "IoU": 0.4060452929066068, + "TN": 865474, + "TP": 4339, + "n_pred": 7418, + "n_ref": 7607 + }, + "6": { + "Dice": 0.780719907445127, + "FN": 4738, + "FP": 35633, + "IoU": 0.6403121909496698, + "TN": 763921, + "TP": 71868, + "n_pred": 107501, + "n_ref": 76606 + }, + "7": { + "Dice": 0.8115612933536266, + "FN": 11073, + "FP": 27432, + "IoU": 0.6828802266494264, + "TN": 754739, + "TP": 82916, + "n_pred": 110348, + "n_ref": 93989 + }, + "8": { + "Dice": 0.8466825935705604, + "FN": 317, + "FP": 6999, + "IoU": 0.7341279936039539, + "TN": 848643, + "TP": 20201, + "n_pred": 27200, + "n_ref": 20518 + }, + "9": { + "Dice": 0.603597601598934, + "FN": 1051, + "FP": 139, + "IoU": 0.43225190839694655, + "TN": 874064, + "TP": 906, + "n_pred": 1045, + "n_ref": 1957 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0171.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0171.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.43492672714584785, + "FN": 5638, + "FP": 840, + "IoU": 0.2778954408650095, + "TN": 166261, + "TP": 2493, + "n_pred": 3333, + "n_ref": 8131 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9284734007230871, + "FN": 5060, + "FP": 4634, + "IoU": 0.8664958959951523, + "TN": 102620, + "TP": 62918, + "n_pred": 67552, + "n_ref": 67978 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1864, + "IoU": 0.0, + "TN": 173368, + "TP": 0, + "n_pred": 1864, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9434815373021854, + "FN": 131, + "FP": 19, + "IoU": 0.8930099857346647, + "TN": 173830, + "TP": 1252, + "n_pred": 1271, + "n_ref": 1383 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.929377350605934, + "FN": 369, + "FP": 138, + "IoU": 0.868071818891491, + "TN": 171389, + "TP": 3336, + "n_pred": 3474, + "n_ref": 3705 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0172.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0172.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9059693608029583, + "FN": 741, + "FP": 683, + "IoU": 0.82810236600676, + "TN": 342180, + "TP": 6860, + "n_pred": 7543, + "n_ref": 7601 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9933663983990414, + "FN": 1134, + "FP": 1014, + "IoU": 0.9868202261668825, + "TN": 187487, + "TP": 160829, + "n_pred": 161843, + "n_ref": 161963 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0179.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0179.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.878690706679574, + "FN": 1164, + "FP": 2846, + "IoU": 0.783629201964064, + "TN": 331931, + "TP": 14523, + "n_pred": 17369, + "n_ref": 15687 + }, + "7": { + "Dice": 0.8382407407407407, + "FN": 1948, + "FP": 1546, + "IoU": 0.7215270582609389, + "TN": 337917, + "TP": 9053, + "n_pred": 10599, + "n_ref": 11001 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0184.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0184.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8435055916965134, + "FN": 516, + "FP": 1625, + "IoU": 0.7293641764631525, + "TN": 342553, + "TP": 5770, + "n_pred": 7395, + "n_ref": 6286 + }, + "11": { + "Dice": 0.0, + "FN": 3282, + "FP": 0, + "IoU": 0.0, + "TN": 347182, + "TP": 0, + "n_pred": 0, + "n_ref": 3282 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 114, + "IoU": 0.0, + "TN": 350350, + "TP": 0, + "n_pred": 114, + "n_ref": 0 + }, + "13": { + "Dice": 0.9076779608330743, + "FN": 188, + "FP": 406, + "IoU": 0.8309618668184405, + "TN": 346950, + "TP": 2920, + "n_pred": 3326, + "n_ref": 3108 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9680554119714669, + "FN": 45, + "FP": 264, + "IoU": 0.9380885594069325, + "TN": 345473, + "TP": 4682, + "n_pred": 4946, + "n_ref": 4727 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9012586234135552, + "FN": 5114, + "FP": 2386, + "IoU": 0.8202645705521472, + "TN": 308736, + "TP": 34228, + "n_pred": 36614, + "n_ref": 39342 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.8995633187772926, + "FN": 4, + "FP": 19, + "IoU": 0.8174603174603174, + "TN": 350338, + "TP": 103, + "n_pred": 122, + "n_ref": 107 + }, + "9": { + "Dice": 0.7707535121328225, + "FN": 895, + "FP": 5567, + "IoU": 0.627012987012987, + "TN": 333139, + "TP": 10863, + "n_pred": 16430, + "n_ref": 11758 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0199.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0199.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 67, + "IoU": 0.0, + "TN": 175165, + "TP": 0, + "n_pred": 67, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 19, + "IoU": 0.0, + "TN": 175213, + "TP": 0, + "n_pred": 19, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9613703187867533, + "FN": 1334, + "FP": 2660, + "IoU": 0.9256141396457639, + "TN": 121539, + "TP": 49699, + "n_pred": 52359, + "n_ref": 51033 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 490, + "IoU": 0.0, + "TN": 174742, + "TP": 0, + "n_pred": 490, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9528335093277015, + "FN": 173, + "FP": 95, + "IoU": 0.9099159663865546, + "TN": 172257, + "TP": 2707, + "n_pred": 2802, + "n_ref": 2880 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0237.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0237.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9696186166774402, + "FN": 524, + "FP": 322, + "IoU": 0.9410288582183187, + "TN": 686582, + "TP": 13500, + "n_pred": 13822, + "n_ref": 14024 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.2274941084053417, + "FN": 4290, + "FP": 627, + "IoU": 0.12834603793653607, + "TN": 695287, + "TP": 724, + "n_pred": 1351, + "n_ref": 5014 + }, + "6": { + "Dice": 0.9723191168757649, + "FN": 80, + "FP": 3245, + "IoU": 0.9461294190078092, + "TN": 639206, + "TP": 58397, + "n_pred": 61642, + "n_ref": 58477 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.6724458204334365, + "FN": 397, + "FP": 132, + "IoU": 0.5065298507462687, + "TN": 699856, + "TP": 543, + "n_pred": 675, + "n_ref": 940 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 1145, + "IoU": 0.0, + "TN": 699783, + "TP": 0, + "n_pred": 1145, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0239.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0239.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.2723618090452261, + "FN": 7235, + "FP": 5, + "IoU": 0.15764979639325188, + "TN": 166637, + "TP": 1355, + "n_pred": 1360, + "n_ref": 8590 + }, + "15": { + "Dice": 0.5774783445620789, + "FN": 2621, + "FP": 13, + "IoU": 0.4059539918809202, + "TN": 170798, + "TP": 1800, + "n_pred": 1813, + "n_ref": 4421 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0296.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0296.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 694, + "FP": 77, + "IoU": 0.0, + "TN": 524925, + "TP": 0, + "n_pred": 77, + "n_ref": 694 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 483, + "FP": 0, + "IoU": 0.0, + "TN": 525213, + "TP": 0, + "n_pred": 0, + "n_ref": 483 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 939, + "IoU": 0.0, + "TN": 524757, + "TP": 0, + "n_pred": 939, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 1323, + "IoU": 0.0, + "TN": 524373, + "TP": 0, + "n_pred": 1323, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 78, + "IoU": 0.0, + "TN": 525618, + "TP": 0, + "n_pred": 78, + "n_ref": 0 + }, + "3": { + "Dice": 0.9677104613226819, + "FN": 1741, + "FP": 377, + "IoU": 0.9374409262759924, + "TN": 491840, + "TP": 31738, + "n_pred": 32115, + "n_ref": 33479 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8481675392670157, + "FN": 3110, + "FP": 167, + "IoU": 0.7363636363636363, + "TN": 513266, + "TP": 9153, + "n_pred": 9320, + "n_ref": 12263 + }, + "7": { + "Dice": 0.0, + "FN": 3, + "FP": 2, + "IoU": 0.0, + "TN": 525691, + "TP": 0, + "n_pred": 2, + "n_ref": 3 + }, + "8": { + "Dice": 0.9336593198073274, + "FN": 11, + "FP": 1807, + "IoU": 0.875573198275272, + "TN": 511085, + "TP": 12793, + "n_pred": 14600, + "n_ref": 12804 + }, + "9": { + "Dice": 0.665446941975954, + "FN": 254, + "FP": 2306, + "IoU": 0.49862906384645517, + "TN": 520590, + "TP": 2546, + "n_pred": 4852, + "n_ref": 2800 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0307.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0307.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9049143930660518, + "FN": 1107, + "FP": 1120, + "IoU": 0.8263412351840299, + "TN": 688104, + "TP": 10597, + "n_pred": 11717, + "n_ref": 11704 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 17, + "FP": 0, + "IoU": 0.0, + "TN": 700911, + "TP": 0, + "n_pred": 0, + "n_ref": 17 + }, + "13": { + "Dice": 0.7207839934667211, + "FN": 3303, + "FP": 116, + "IoU": 0.5634576098059244, + "TN": 693096, + "TP": 4413, + "n_pred": 4529, + "n_ref": 7716 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 17135, + "IoU": 0.0, + "TN": 683793, + "TP": 0, + "n_pred": 17135, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 61, + "IoU": 0.0, + "TN": 700867, + "TP": 0, + "n_pred": 61, + "n_ref": 0 + }, + "5": { + "Dice": 0.6504832546639694, + "FN": 1519, + "FP": 36, + "IoU": 0.4820119920053298, + "TN": 697926, + "TP": 1447, + "n_pred": 1483, + "n_ref": 2966 + }, + "6": { + "Dice": 0.9455470628187023, + "FN": 4218, + "FP": 833, + "IoU": 0.8967181269808813, + "TN": 652023, + "TP": 43854, + "n_pred": 44687, + "n_ref": 48072 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 43, + "IoU": 0.0, + "TN": 700885, + "TP": 0, + "n_pred": 43, + "n_ref": 0 + }, + "8": { + "Dice": 0.9465432997193055, + "FN": 2374, + "FP": 197, + "IoU": 0.8985118225239805, + "TN": 675595, + "TP": 22762, + "n_pred": 22959, + "n_ref": 25136 + }, + "9": { + "Dice": 0.77760567743389, + "FN": 6542, + "FP": 1355, + "IoU": 0.6361332534672626, + "TN": 679225, + "TP": 13806, + "n_pred": 15161, + "n_ref": 20348 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0320.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0320.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 4, + "FP": 55, + "IoU": 0.0, + "TN": 350405, + "TP": 0, + "n_pred": 55, + "n_ref": 4 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 92, + "IoU": 0.0, + "TN": 350372, + "TP": 0, + "n_pred": 92, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9658512012033319, + "FN": 1908, + "FP": 7718, + "IoU": 0.9339576686906109, + "TN": 204709, + "TP": 136129, + "n_pred": 143847, + "n_ref": 138037 + }, + "7": { + "Dice": 0.9303410671155676, + "FN": 7414, + "FP": 200, + "IoU": 0.8697548709351853, + "TN": 292005, + "TP": 50845, + "n_pred": 51045, + "n_ref": 58259 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7038926957282403, + "FN": 5739, + "FP": 354, + "IoU": 0.543082114735658, + "TN": 337129, + "TP": 7242, + "n_pred": 7596, + "n_ref": 12981 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0391.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0391.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.59, + "FN": 175, + "FP": 71, + "IoU": 0.41843971631205673, + "TN": 525273, + "TP": 177, + "n_pred": 248, + "n_ref": 352 + }, + "10": { + "Dice": 0.890116858411088, + "FN": 2293, + "FP": 1346, + "IoU": 0.8019915115899445, + "TN": 507318, + "TP": 14739, + "n_pred": 16085, + "n_ref": 17032 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.4321774003302666, + "FN": 2105, + "FP": 302, + "IoU": 0.2756545290400241, + "TN": 522373, + "TP": 916, + "n_pred": 1218, + "n_ref": 3021 + }, + "13": { + "Dice": 0.37460574930161306, + "FN": 811, + "FP": 13069, + "IoU": 0.23047069911847867, + "TN": 507659, + "TP": 4157, + "n_pred": 17226, + "n_ref": 4968 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9522311506240383, + "FN": 518, + "FP": 879, + "IoU": 0.908817962274003, + "TN": 510375, + "TP": 13924, + "n_pred": 14803, + "n_ref": 14442 + }, + "3": { + "Dice": 0.9630466023403819, + "FN": 218, + "FP": 142, + "IoU": 0.928726984755494, + "TN": 520645, + "TP": 4691, + "n_pred": 4833, + "n_ref": 4909 + }, + "4": { + "Dice": 0.4225045372050817, + "FN": 611, + "FP": 2571, + "IoU": 0.26783248964565115, + "TN": 521350, + "TP": 1164, + "n_pred": 3735, + "n_ref": 1775 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9870377761196619, + "FN": 1022, + "FP": 1219, + "IoU": 0.9744072906673975, + "TN": 438132, + "TP": 85323, + "n_pred": 86542, + "n_ref": 86345 + }, + "7": { + "Dice": 0.915585663495724, + "FN": 1198, + "FP": 2316, + "IoU": 0.8443134996234106, + "TN": 503125, + "TP": 19057, + "n_pred": 21373, + "n_ref": 20255 + }, + "8": { + "Dice": 0.8776675155879512, + "FN": 1421, + "FP": 2758, + "IoU": 0.7820031298904538, + "TN": 506526, + "TP": 14991, + "n_pred": 17749, + "n_ref": 16412 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0401.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0401.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 6, + "FP": 0, + "IoU": 0.0, + "TN": 525690, + "TP": 0, + "n_pred": 0, + "n_ref": 6 + }, + "10": { + "Dice": 0.4693286607368249, + "FN": 27406, + "FP": 8331, + "IoU": 0.306616220411331, + "TN": 474156, + "TP": 15803, + "n_pred": 24134, + "n_ref": 43209 + }, + "11": { + "Dice": 0.0, + "FN": 385, + "FP": 0, + "IoU": 0.0, + "TN": 525311, + "TP": 0, + "n_pred": 0, + "n_ref": 385 + }, + "12": { + "Dice": 0.2587117212249208, + "FN": 2796, + "FP": 12, + "IoU": 0.1485748938750758, + "TN": 522398, + "TP": 490, + "n_pred": 502, + "n_ref": 3286 + }, + "13": { + "Dice": 0.6768601883473041, + "FN": 3263, + "FP": 9227, + "IoU": 0.5115560595987643, + "TN": 500125, + "TP": 13081, + "n_pred": 22308, + "n_ref": 16344 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9039926851569643, + "FN": 208, + "FP": 107, + "IoU": 0.824805339265851, + "TN": 523898, + "TP": 1483, + "n_pred": 1590, + "n_ref": 1691 + }, + "3": { + "Dice": 0.9616047183859383, + "FN": 1147, + "FP": 168, + "IoU": 0.9260488134068159, + "TN": 507914, + "TP": 16467, + "n_pred": 16635, + "n_ref": 17614 + }, + "4": { + "Dice": 0.0, + "FN": 2075, + "FP": 0, + "IoU": 0.0, + "TN": 523621, + "TP": 0, + "n_pred": 0, + "n_ref": 2075 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9577294969661382, + "FN": 2962, + "FP": 2437, + "IoU": 0.9188876536161774, + "TN": 459134, + "TP": 61163, + "n_pred": 63600, + "n_ref": 64125 + }, + "7": { + "Dice": 0.5045658690088529, + "FN": 26761, + "FP": 22990, + "IoU": 0.3374042751548245, + "TN": 450611, + "TP": 25334, + "n_pred": 48324, + "n_ref": 52095 + }, + "8": { + "Dice": 0.9488051038017048, + "FN": 430, + "FP": 549, + "IoU": 0.9025967565416376, + "TN": 515645, + "TP": 9072, + "n_pred": 9621, + "n_ref": 9502 + }, + "9": { + "Dice": 0.8699818641828807, + "FN": 4350, + "FP": 1457, + "IoU": 0.7698830988706162, + "TN": 500461, + "TP": 19428, + "n_pred": 20885, + "n_ref": 23778 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0404.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0404.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": 0.45808441919056875, + "FN": 2507.755555555556, + "FP": 1453.9, + "IoU": 0.37989185927259084, + "TN": 511308.8444444444, + "TP": 4584.4333333333325, + "n_pred": 6038.333333333333, + "n_ref": 7092.188888888889 + }, + "mean": { + "1": { + "Dice": 0.41135511461361846, + "FN": 3207.2, + "FP": 3158.7, + "IoU": 0.35636161262286736, + "TN": 508443.63333333336, + "TP": 5045.4, + "n_pred": 8204.1, + "n_ref": 8252.6 + }, + "10": { + "Dice": 0.4187149719044545, + "FN": 1717.2, + "FP": 1453.6333333333334, + "IoU": 0.31851911345124595, + "TN": 513598.06666666665, + "TP": 3086.0333333333333, + "n_pred": 4539.666666666667, + "n_ref": 4803.233333333334 + }, + "11": { + "Dice": 0.23216929339050413, + "FN": 82.76666666666667, + "FP": 25.066666666666666, + "IoU": 0.15131545044006564, + "TN": 519703.76666666666, + "TP": 43.333333333333336, + "n_pred": 68.4, + "n_ref": 126.1 + }, + "12": { + "Dice": 0.15452232818151923, + "FN": 120.16666666666667, + "FP": 60.233333333333334, + "IoU": 0.1003317706602175, + "TN": 519616.8333333333, + "TP": 57.7, + "n_pred": 117.93333333333334, + "n_ref": 177.86666666666667 + }, + "13": { + "Dice": 0.4668612538884004, + "FN": 3299.2, + "FP": 1187.5666666666666, + "IoU": 0.3560980845202886, + "TN": 513198.9, + "TP": 2169.266666666667, + "n_pred": 3356.8333333333335, + "n_ref": 5468.466666666666 + }, + "14": { + "Dice": 0.769528616442939, + "FN": 441.76666666666665, + "FP": 1795.0666666666666, + "IoU": 0.6411818539206707, + "TN": 511819.2, + "TP": 5798.9, + "n_pred": 7593.966666666666, + "n_ref": 6240.666666666667 + }, + "15": { + "Dice": 0.343966852913977, + "FN": 1565.3333333333333, + "FP": 1661.4, + "IoU": 0.26659864485687673, + "TN": 513542.56666666665, + "TP": 3085.633333333333, + "n_pred": 4747.033333333334, + "n_ref": 4650.966666666666 + }, + "2": { + "Dice": 0.3653436118906246, + "FN": 72.16666666666667, + "FP": 1790.0666666666666, + "IoU": 0.32133898263668237, + "TN": 516555.8, + "TP": 1436.9, + "n_pred": 3226.9666666666667, + "n_ref": 1509.0666666666666 + }, + "3": { + "Dice": 0.43855003655624913, + "FN": 2108.266666666667, + "FP": 342.26666666666665, + "IoU": 0.3730981116706628, + "TN": 515343.8, + "TP": 2060.6, + "n_pred": 2402.866666666667, + "n_ref": 4168.866666666667 + }, + "4": { + "Dice": 0.4982636359625257, + "FN": 692.3666666666667, + "FP": 679.1, + "IoU": 0.4068826002327908, + "TN": 517636.1, + "TP": 847.3666666666667, + "n_pred": 1526.4666666666667, + "n_ref": 1539.7333333333333 + }, + "5": { + "Dice": 0.2756444027512947, + "FN": 215.53333333333333, + "FP": 65.83333333333333, + "IoU": 0.20805958828557422, + "TN": 519421.8333333333, + "TP": 151.73333333333332, + "n_pred": 217.56666666666666, + "n_ref": 367.26666666666665 + }, + "6": { + "Dice": 0.6860852363732152, + "FN": 8347.4, + "FP": 6645.5, + "IoU": 0.6301777949015062, + "TN": 471799.63333333336, + "TP": 33062.4, + "n_pred": 39707.9, + "n_ref": 41409.8 + }, + "7": { + "Dice": 0.28978716914347097, + "FN": 14995.1, + "FP": 1359.3, + "IoU": 0.2269043088345939, + "TN": 499218.63333333336, + "TP": 4281.9, + "n_pred": 5641.2, + "n_ref": 19277.0 + }, + "8": { + "Dice": 0.9000545973604948, + "FN": 281.76666666666665, + "FP": 226.46666666666667, + "IoU": 0.8298191593046741, + "TN": 515083.5333333333, + "TP": 4263.166666666667, + "n_pred": 4489.633333333333, + "n_ref": 4544.933333333333 + }, + "9": { + "Dice": 0.620419166485244, + "FN": 470.1, + "FP": 1358.3, + "IoU": 0.5116908127501462, + "TN": 514650.36666666664, + "TP": 3376.1666666666665, + "n_pred": 4734.466666666666, + "n_ref": 3846.266666666667 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6911595866819747, + "FN": 245, + "FP": 24, + "IoU": 0.5280701754385965, + "TN": 174662, + "TP": 301, + "n_pred": 325, + "n_ref": 546 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7057133737631663, + "FN": 1599, + "FP": 2089, + "IoU": 0.5452527743526511, + "TN": 167122, + "TP": 4422, + "n_pred": 6511, + "n_ref": 6021 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9573404856013552, + "FN": 1518, + "FP": 1504, + "IoU": 0.9181717256505375, + "TN": 138301, + "TP": 33909, + "n_pred": 35413, + "n_ref": 35427 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9603821298117449, + "FN": 780, + "FP": 771, + "IoU": 0.9237837837837838, + "TN": 154882, + "TP": 18799, + "n_pred": 19570, + "n_ref": 19579 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0009.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0009.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 3103, + "IoU": 0.0, + "TN": 697825, + "TP": 0, + "n_pred": 3103, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 3619, + "IoU": 0.0, + "TN": 697309, + "TP": 0, + "n_pred": 3619, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 18, + "IoU": 0.0, + "TN": 700910, + "TP": 0, + "n_pred": 18, + "n_ref": 0 + }, + "13": { + "Dice": 0.1708589528600708, + "FN": 6394, + "FP": 2506, + "IoU": 0.09340939187124377, + "TN": 691111, + "TP": 917, + "n_pred": 3423, + "n_ref": 7311 + }, + "14": { + "Dice": 0.8555542463251539, + "FN": 1537, + "FP": 18077, + "IoU": 0.7475708163344101, + "TN": 623227, + "TP": 58087, + "n_pred": 76164, + "n_ref": 59624 + }, + "15": { + "Dice": 0.5994034437564966, + "FN": 3030, + "FP": 14698, + "IoU": 0.4279629569875125, + "TN": 669937, + "TP": 13263, + "n_pred": 27961, + "n_ref": 16293 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 169, + "IoU": 0.0, + "TN": 700759, + "TP": 0, + "n_pred": 169, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9681556833259619, + "FN": 5009, + "FP": 1615, + "IoU": 0.9382768966995285, + "TN": 593610, + "TP": 100694, + "n_pred": 102309, + "n_ref": 105703 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1462, + "IoU": 0.0, + "TN": 699466, + "TP": 0, + "n_pred": 1462, + "n_ref": 0 + }, + "8": { + "Dice": 0.7238883143743536, + "FN": 479, + "FP": 55, + "IoU": 0.5672609400324149, + "TN": 699694, + "TP": 700, + "n_pred": 755, + "n_ref": 1179 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 1419, + "IoU": 0.0, + "TN": 699509, + "TP": 0, + "n_pred": 1419, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0016.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0016.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0017.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0017.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7136280612815448, + "FN": 30315, + "FP": 415, + "IoU": 0.5547602834002231, + "TN": 631909, + "TP": 38289, + "n_pred": 38704, + "n_ref": 68604 + }, + "10": { + "Dice": 0.20071875415945695, + "FN": 1969, + "FP": 4036, + "IoU": 0.11155496375203433, + "TN": 694169, + "TP": 754, + "n_pred": 4790, + "n_ref": 2723 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 454, + "IoU": 0.0, + "TN": 700474, + "TP": 0, + "n_pred": 454, + "n_ref": 0 + }, + "12": { + "Dice": 0.5406116409075962, + "FN": 1581, + "FP": 1213, + "IoU": 0.3704371338440739, + "TN": 696490, + "TP": 1644, + "n_pred": 2857, + "n_ref": 3225 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1016, + "IoU": 0.0, + "TN": 699912, + "TP": 0, + "n_pred": 1016, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 42449, + "IoU": 0.0, + "TN": 658479, + "TP": 0, + "n_pred": 42449, + "n_ref": 0 + }, + "3": { + "Dice": 0.11189219714524955, + "FN": 44777, + "FP": 830, + "IoU": 0.05926155115511551, + "TN": 652448, + "TP": 2873, + "n_pred": 3703, + "n_ref": 47650 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 26550, + "IoU": 0.0, + "TN": 674378, + "TP": 0, + "n_pred": 26550, + "n_ref": 0 + }, + "7": { + "Dice": 0.5617367706919946, + "FN": 505, + "FP": 141, + "IoU": 0.3905660377358491, + "TN": 699868, + "TP": 414, + "n_pred": 555, + "n_ref": 919 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0019.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0019.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9105032822757112, + "FN": 5811, + "FP": 5641, + "IoU": 0.8357099819240812, + "TN": 455990, + "TP": 58254, + "n_pred": 63895, + "n_ref": 64065 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 525693, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0021.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0021.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0025.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0025.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.954641266306077, + "FN": 3810, + "FP": 752, + "IoU": 0.9132188171736194, + "TN": 823591, + "TP": 48007, + "n_pred": 48759, + "n_ref": 51817 + }, + "10": { + "Dice": 0.6389637742207245, + "FN": 10926, + "FP": 6216, + "IoU": 0.4694686020240785, + "TN": 843849, + "TP": 15169, + "n_pred": 21385, + "n_ref": 26095 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.530359355638166, + "FN": 11699, + "FP": 2324, + "IoU": 0.3608768971332209, + "TN": 854219, + "TP": 7918, + "n_pred": 10242, + "n_ref": 19617 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.664, + "FN": 252, + "FP": 168, + "IoU": 0.49700598802395207, + "TN": 875325, + "TP": 415, + "n_pred": 583, + "n_ref": 667 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9451144926118016, + "FN": 12127, + "FP": 5821, + "IoU": 0.8959403518129848, + "TN": 703682, + "TP": 154530, + "n_pred": 160351, + "n_ref": 166657 + }, + "7": { + "Dice": 0.4734354614341135, + "FN": 58697, + "FP": 2246, + "IoU": 0.31013131084446455, + "TN": 787820, + "TP": 27397, + "n_pred": 29643, + "n_ref": 86094 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.6763604318131747, + "FN": 2170, + "FP": 9582, + "IoU": 0.5109853528628495, + "TN": 852128, + "TP": 12280, + "n_pred": 21862, + "n_ref": 14450 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0049.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0049.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 48899, + "IoU": 0.0, + "TN": 827261, + "TP": 0, + "n_pred": 48899, + "n_ref": 0 + }, + "10": { + "Dice": 0.4955448377339982, + "FN": 3139, + "FP": 3032, + "IoU": 0.3293849163225386, + "TN": 866958, + "TP": 3031, + "n_pred": 6063, + "n_ref": 6170 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 2003, + "FP": 0, + "IoU": 0.0, + "TN": 874157, + "TP": 0, + "n_pred": 0, + "n_ref": 2003 + }, + "13": { + "Dice": 0.16639962299717248, + "FN": 34255, + "FP": 1123, + "IoU": 0.09075021203320568, + "TN": 837251, + "TP": 3531, + "n_pred": 4654, + "n_ref": 37786 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.7018201928394527, + "FN": 11474, + "FP": 927, + "IoU": 0.5406186330802001, + "TN": 849165, + "TP": 14594, + "n_pred": 15521, + "n_ref": 26068 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8369633331804912, + "FN": 309, + "FP": 10358, + "IoU": 0.7196362393881253, + "TN": 838113, + "TP": 27380, + "n_pred": 37738, + "n_ref": 27689 + }, + "7": { + "Dice": 0.37012482828644805, + "FN": 90767, + "FP": 14693, + "IoU": 0.22708783759023782, + "TN": 739715, + "TP": 30985, + "n_pred": 45678, + "n_ref": 121752 + }, + "8": { + "Dice": 0.7439379243452958, + "FN": 509, + "FP": 19, + "IoU": 0.5922779922779923, + "TN": 874865, + "TP": 767, + "n_pred": 786, + "n_ref": 1276 + }, + "9": { + "Dice": 0.5207898694871671, + "FN": 1100, + "FP": 8777, + "IoU": 0.35207294673314093, + "TN": 860916, + "TP": 5367, + "n_pred": 14144, + "n_ref": 6467 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0057.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0057.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 577, + "FP": 131, + "IoU": 0.0, + "TN": 524988, + "TP": 0, + "n_pred": 131, + "n_ref": 577 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.1830038926242354, + "FN": 13179, + "FP": 2982, + "IoU": 0.1007178231595348, + "TN": 507725, + "TP": 1810, + "n_pred": 4792, + "n_ref": 14989 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 525693, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9387185104052574, + "FN": 1264, + "FP": 974, + "IoU": 0.884514164817586, + "TN": 506317, + "TP": 17141, + "n_pred": 18115, + "n_ref": 18405 + }, + "9": { + "Dice": 0.48916487137244963, + "FN": 451, + "FP": 3580, + "IoU": 0.3237711793323268, + "TN": 519735, + "TP": 1930, + "n_pred": 5510, + "n_ref": 2381 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0075.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0075.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0094.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0094.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 16137, + "IoU": 0.0, + "TN": 334327, + "TP": 0, + "n_pred": 16137, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9813039063862081, + "FN": 1043, + "FP": 780, + "IoU": 0.9632940702708145, + "TN": 300799, + "TP": 47842, + "n_pred": 48622, + "n_ref": 48885 + }, + "7": { + "Dice": 0.0, + "FN": 923, + "FP": 911, + "IoU": 0.0, + "TN": 348630, + "TP": 0, + "n_pred": 911, + "n_ref": 923 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0102.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0102.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.502812196050239, + "FN": 23455, + "FP": 11816, + "IoU": 0.3358377584453734, + "TN": 297358, + "TP": 17835, + "n_pred": 29651, + "n_ref": 41290 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 10, + "IoU": 0.0, + "TN": 350454, + "TP": 0, + "n_pred": 10, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6077829247558078, + "FN": 4601, + "FP": 18006, + "IoU": 0.4365575854248187, + "TN": 310341, + "TP": 17516, + "n_pred": 35522, + "n_ref": 22117 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 32, + "FP": 2612, + "IoU": 0.0, + "TN": 347820, + "TP": 0, + "n_pred": 2612, + "n_ref": 32 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 261, + "FP": 0, + "IoU": 0.0, + "TN": 350203, + "TP": 0, + "n_pred": 0, + "n_ref": 261 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9072053098474695, + "FN": 2700, + "FP": 6024, + "IoU": 0.8301699468551071, + "TN": 299095, + "TP": 42645, + "n_pred": 48669, + "n_ref": 45345 + }, + "7": { + "Dice": 0.20885133775900222, + "FN": 117959, + "FP": 25, + "IoU": 0.11660190031222624, + "TN": 216907, + "TP": 15573, + "n_pred": 15598, + "n_ref": 133532 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7506547208821502, + "FN": 1456, + "FP": 5780, + "IoU": 0.6008384819064431, + "TN": 332336, + "TP": 10892, + "n_pred": 16672, + "n_ref": 12348 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0103.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0103.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8191560297199466, + "FN": 6098, + "FP": 1496, + "IoU": 0.6937038680272658, + "TN": 325671, + "TP": 17199, + "n_pred": 18695, + "n_ref": 23297 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9419798128930594, + "FN": 1778, + "FP": 6396, + "IoU": 0.8903231000429369, + "TN": 275936, + "TP": 66354, + "n_pred": 72750, + "n_ref": 68132 + }, + "7": { + "Dice": 0.14671814671814673, + "FN": 67, + "FP": 154, + "IoU": 0.07916666666666666, + "TN": 350224, + "TP": 19, + "n_pred": 173, + "n_ref": 86 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0105.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0105.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 170, + "IoU": 0.0, + "TN": 875990, + "TP": 0, + "n_pred": 170, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 843, + "IoU": 0.0, + "TN": 875317, + "TP": 0, + "n_pred": 843, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5672426746806912, + "FN": 2259, + "FP": 45, + "IoU": 0.39590980597797587, + "TN": 872346, + "TP": 1510, + "n_pred": 1555, + "n_ref": 3769 + }, + "14": { + "Dice": 0.8604395604395605, + "FN": 7, + "FP": 2533, + "IoU": 0.7550626808100289, + "TN": 865790, + "TP": 7830, + "n_pred": 10363, + "n_ref": 7837 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 51, + "IoU": 0.0, + "TN": 876109, + "TP": 0, + "n_pred": 51, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9120833333333334, + "FN": 779, + "FP": 65, + "IoU": 0.8383761011106856, + "TN": 870938, + "TP": 4378, + "n_pred": 4443, + "n_ref": 5157 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 412, + "IoU": 0.0, + "TN": 875748, + "TP": 0, + "n_pred": 412, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0118.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0118.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.518978102189781, + "FN": 1168, + "FP": 150, + "IoU": 0.350418925579103, + "TN": 348435, + "TP": 711, + "n_pred": 861, + "n_ref": 1879 + }, + "10": { + "Dice": 0.2014388489208633, + "FN": 32, + "FP": 856, + "IoU": 0.112, + "TN": 349464, + "TP": 112, + "n_pred": 968, + "n_ref": 144 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 68, + "IoU": 0.0, + "TN": 350396, + "TP": 0, + "n_pred": 68, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 2072, + "IoU": 0.0, + "TN": 348392, + "TP": 0, + "n_pred": 2072, + "n_ref": 0 + }, + "3": { + "Dice": 0.8877112331332737, + "FN": 3010, + "FP": 7542, + "IoU": 0.7980942175959588, + "TN": 298202, + "TP": 41710, + "n_pred": 49252, + "n_ref": 44720 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.09921043597665637, + "FN": 4936, + "FP": 312, + "IoU": 0.05219432905905725, + "TN": 344927, + "TP": 289, + "n_pred": 601, + "n_ref": 5225 + }, + "6": { + "Dice": 0.8469832685482508, + "FN": 3590, + "FP": 5464, + "IoU": 0.7345802063789869, + "TN": 316352, + "TP": 25058, + "n_pred": 30522, + "n_ref": 28648 + }, + "7": { + "Dice": 0.713428027529653, + "FN": 576, + "FP": 1381, + "IoU": 0.5545185522422035, + "TN": 346071, + "TP": 2436, + "n_pred": 3817, + "n_ref": 3012 + }, + "8": { + "Dice": 0.9078706248854682, + "FN": 3418, + "FP": 604, + "IoU": 0.8312848693317673, + "TN": 326625, + "TP": 19817, + "n_pred": 20421, + "n_ref": 23235 + }, + "9": { + "Dice": 0.9020143824382859, + "FN": 1384, + "FP": 3276, + "IoU": 0.8215174843923552, + "TN": 324355, + "TP": 21449, + "n_pred": 24725, + "n_ref": 22833 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0138.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0138.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8518057285180572, + "FN": 14, + "FP": 105, + "IoU": 0.7418655097613883, + "TN": 525235, + "TP": 342, + "n_pred": 447, + "n_ref": 356 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9836899288521306, + "FN": 1579, + "FP": 326, + "IoU": 0.9679033562474727, + "TN": 466344, + "TP": 57447, + "n_pred": 57773, + "n_ref": 59026 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0142.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0142.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8389799927829678, + "FN": 1861, + "FP": 6171, + "IoU": 0.7226231999171184, + "TN": 1197667, + "TP": 20925, + "n_pred": 27096, + "n_ref": 22786 + }, + "11": { + "Dice": 0.4426229508196721, + "FN": 126, + "FP": 10, + "IoU": 0.28421052631578947, + "TN": 1226434, + "TP": 54, + "n_pred": 64, + "n_ref": 180 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 21, + "IoU": 0.0, + "TN": 1226603, + "TP": 0, + "n_pred": 21, + "n_ref": 0 + }, + "13": { + "Dice": 0.41314517984508015, + "FN": 14895, + "FP": 409, + "IoU": 0.2603547436083321, + "TN": 1205933, + "TP": 5387, + "n_pred": 5796, + "n_ref": 20282 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9069925322471147, + "FN": 20, + "FP": 117, + "IoU": 0.8298136645962733, + "TN": 1225819, + "TP": 668, + "n_pred": 785, + "n_ref": 688 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9727659685704203, + "FN": 529, + "FP": 5722, + "IoU": 0.9469759945712104, + "TN": 1108734, + "TP": 111639, + "n_pred": 117361, + "n_ref": 112168 + }, + "7": { + "Dice": 0.9797478028276653, + "FN": 879, + "FP": 287, + "IoU": 0.9602996254681648, + "TN": 1197254, + "TP": 28204, + "n_pred": 28491, + "n_ref": 29083 + }, + "8": { + "Dice": 0.9892054924994047, + "FN": 122, + "FP": 150, + "IoU": 0.9786415390655674, + "TN": 1213889, + "TP": 12463, + "n_pred": 12613, + "n_ref": 12585 + }, + "9": { + "Dice": 0.8825755638520943, + "FN": 458, + "FP": 4134, + "IoU": 0.7898301981784064, + "TN": 1204775, + "TP": 17257, + "n_pred": 21391, + "n_ref": 17715 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0147.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0147.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7277227722772277, + "FN": 1530, + "FP": 1660, + "IoU": 0.5719844357976653, + "TN": 518243, + "TP": 4263, + "n_pred": 5923, + "n_ref": 5793 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9700170686934398, + "FN": 270, + "FP": 1592, + "IoU": 0.9417797511099993, + "TN": 493714, + "TP": 30120, + "n_pred": 31712, + "n_ref": 30390 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0195.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0195.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 5666, + "IoU": 0.0, + "TN": 1220958, + "TP": 0, + "n_pred": 5666, + "n_ref": 0 + }, + "10": { + "Dice": 0.8842038216560509, + "FN": 3936, + "FP": 1518, + "IoU": 0.7924420595958442, + "TN": 1200347, + "TP": 20823, + "n_pred": 22341, + "n_ref": 24759 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.232, + "FN": 21, + "FP": 555, + "IoU": 0.13122171945701358, + "TN": 1225961, + "TP": 87, + "n_pred": 642, + "n_ref": 108 + }, + "13": { + "Dice": 0.7287745429925525, + "FN": 3589, + "FP": 417, + "IoU": 0.5732850447379634, + "TN": 1217236, + "TP": 5382, + "n_pred": 5799, + "n_ref": 8971 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 833, + "IoU": 0.0, + "TN": 1225791, + "TP": 0, + "n_pred": 833, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9548825710754018, + "FN": 20, + "FP": 126, + "IoU": 0.9136605558840922, + "TN": 1224933, + "TP": 1545, + "n_pred": 1671, + "n_ref": 1565 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8852525840733731, + "FN": 15604, + "FP": 4101, + "IoU": 0.7941284020268505, + "TN": 1130909, + "TP": 76010, + "n_pred": 80111, + "n_ref": 91614 + }, + "7": { + "Dice": 0.5685224839400428, + "FN": 342, + "FP": 8524, + "IoU": 0.39715781600598354, + "TN": 1211917, + "TP": 5841, + "n_pred": 14365, + "n_ref": 6183 + }, + "8": { + "Dice": 0.941674073620008, + "FN": 195, + "FP": 1708, + "IoU": 0.8897770055024616, + "TN": 1209359, + "TP": 15362, + "n_pred": 17070, + "n_ref": 15557 + }, + "9": { + "Dice": 0.8091149803418117, + "FN": 595, + "FP": 1784, + "IoU": 0.679423258320981, + "TN": 1219203, + "TP": 5042, + "n_pred": 6826, + "n_ref": 5637 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0197.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0197.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.5213219616204691, + "FN": 305, + "FP": 13165, + "IoU": 0.35255948089401584, + "TN": 504891, + "TP": 7335, + "n_pred": 20500, + "n_ref": 7640 + }, + "15": { + "Dice": 0.6277602523659306, + "FN": 20212, + "FP": 792, + "IoU": 0.4574712643678161, + "TN": 486981, + "TP": 17711, + "n_pred": 18503, + "n_ref": 37923 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0212.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0212.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.6722689075630253, + "FN": 0, + "FP": 117, + "IoU": 0.5063291139240507, + "TN": 350227, + "TP": 120, + "n_pred": 237, + "n_ref": 120 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 3693, + "IoU": 0.0, + "TN": 346771, + "TP": 0, + "n_pred": 3693, + "n_ref": 0 + }, + "3": { + "Dice": 0.0765838941749826, + "FN": 3949, + "FP": 30, + "IoU": 0.03981660231660231, + "TN": 346320, + "TP": 165, + "n_pred": 195, + "n_ref": 4114 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9442609826878815, + "FN": 823, + "FP": 291, + "IoU": 0.8944075829383886, + "TN": 339914, + "TP": 9436, + "n_pred": 9727, + "n_ref": 10259 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0226.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0226.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6971153846153846, + "FN": 377, + "FP": 1, + "IoU": 0.5350553505535055, + "TN": 349651, + "TP": 435, + "n_pred": 436, + "n_ref": 812 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.37625289128758677, + "FN": 23, + "FP": 786, + "IoU": 0.23171889838556506, + "TN": 349411, + "TP": 244, + "n_pred": 1030, + "n_ref": 267 + }, + "7": { + "Dice": 0.0023004900043709312, + "FN": 173476, + "FP": 0, + "IoU": 0.0011515695893502844, + "TN": 176788, + "TP": 200, + "n_pred": 200, + "n_ref": 173676 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 1467, + "IoU": 0.0, + "TN": 348997, + "TP": 0, + "n_pred": 1467, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0272.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0272.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9526050420168067, + "FN": 97, + "FP": 44, + "IoU": 0.9094993581514762, + "TN": 173674, + "TP": 1417, + "n_pred": 1461, + "n_ref": 1514 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0273.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0273.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9591533946929611, + "FN": 1689, + "FP": 1422, + "IoU": 0.9215127280066604, + "TN": 135595, + "TP": 36526, + "n_pred": 37948, + "n_ref": 38215 + }, + "10": { + "Dice": 0.5976890756302521, + "FN": 705, + "FP": 61, + "IoU": 0.42621722846441945, + "TN": 173897, + "TP": 569, + "n_pred": 630, + "n_ref": 1274 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.7755102040816326, + "FN": 18, + "FP": 521, + "IoU": 0.6333333333333333, + "TN": 173762, + "TP": 931, + "n_pred": 1452, + "n_ref": 949 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 2764, + "IoU": 0.0, + "TN": 172468, + "TP": 0, + "n_pred": 2764, + "n_ref": 0 + }, + "7": { + "Dice": 0.9015165262475696, + "FN": 3539, + "FP": 260, + "IoU": 0.8206919337329495, + "TN": 154045, + "TP": 17388, + "n_pred": 17648, + "n_ref": 20927 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0281.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0281.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6061980347694633, + "FN": 94, + "FP": 1469, + "IoU": 0.4349240780911063, + "TN": 522930, + "TP": 1203, + "n_pred": 2672, + "n_ref": 1297 + }, + "11": { + "Dice": 0.48605422274234444, + "FN": 2357, + "FP": 278, + "IoU": 0.3210512754444731, + "TN": 521815, + "TP": 1246, + "n_pred": 1524, + "n_ref": 3603 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9325810185185185, + "FN": 259, + "FP": 207, + "IoU": 0.8736785036595284, + "TN": 522007, + "TP": 3223, + "n_pred": 3430, + "n_ref": 3482 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9660815791117496, + "FN": 201, + "FP": 342, + "IoU": 0.9343885935234413, + "TN": 517420, + "TP": 7733, + "n_pred": 8075, + "n_ref": 7934 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9528996035803333, + "FN": 2945, + "FP": 10184, + "IoU": 0.9100365226090711, + "TN": 379759, + "TP": 132808, + "n_pred": 142992, + "n_ref": 135753 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9139576767221972, + "FN": 3264, + "FP": 558, + "IoU": 0.8415488578417147, + "TN": 501575, + "TP": 20299, + "n_pred": 20857, + "n_ref": 23563 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0282.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0282.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.42590039426263215, + "FN": 59137, + "FP": 12068, + "IoU": 0.2705676265404591, + "TN": 603311, + "TP": 26412, + "n_pred": 38480, + "n_ref": 85549 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 614, + "IoU": 0.0, + "TN": 700314, + "TP": 0, + "n_pred": 614, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8502014098690835, + "FN": 1107, + "FP": 83, + "IoU": 0.7394350777315525, + "TN": 696361, + "TP": 3377, + "n_pred": 3460, + "n_ref": 4484 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 25, + "IoU": 0.0, + "TN": 700903, + "TP": 0, + "n_pred": 25, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 288, + "IoU": 0.0, + "TN": 700640, + "TP": 0, + "n_pred": 288, + "n_ref": 0 + }, + "4": { + "Dice": 0.3220927856120989, + "FN": 14398, + "FP": 18772, + "IoU": 0.19196102314250912, + "TN": 659878, + "TP": 7880, + "n_pred": 26652, + "n_ref": 22278 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.5535265095014078, + "FN": 201627, + "FP": 713, + "IoU": 0.3826731102487125, + "TN": 373160, + "TP": 125428, + "n_pred": 126141, + "n_ref": 327055 + }, + "7": { + "Dice": 0.0, + "FN": 2123, + "FP": 566, + "IoU": 0.0, + "TN": 698239, + "TP": 0, + "n_pred": 566, + "n_ref": 2123 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.6522159860654151, + "FN": 1643, + "FP": 154, + "IoU": 0.483917288914417, + "TN": 697446, + "TP": 1685, + "n_pred": 1839, + "n_ref": 3328 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0317.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0317.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 22072, + "IoU": 0.0, + "TN": 854088, + "TP": 0, + "n_pred": 22072, + "n_ref": 0 + }, + "10": { + "Dice": 0.7633302151543498, + "FN": 4200, + "FP": 2884, + "IoU": 0.6172465960665658, + "TN": 857652, + "TP": 11424, + "n_pred": 14308, + "n_ref": 15624 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6799946058930618, + "FN": 5140, + "FP": 4352, + "IoU": 0.5151453235940134, + "TN": 856583, + "TP": 10085, + "n_pred": 14437, + "n_ref": 15225 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 834, + "IoU": 0.0, + "TN": 875326, + "TP": 0, + "n_pred": 834, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.011060735287516272, + "FN": 0, + "FP": 110153, + "IoU": 0.005561122696783396, + "TN": 765391, + "TP": 616, + "n_pred": 110769, + "n_ref": 616 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 9124, + "IoU": 0.0, + "TN": 867036, + "TP": 0, + "n_pred": 9124, + "n_ref": 0 + }, + "8": { + "Dice": 0.9409183847333447, + "FN": 1373, + "FP": 1401, + "IoU": 0.888428588665889, + "TN": 851297, + "TP": 22089, + "n_pred": 23490, + "n_ref": 23462 + }, + "9": { + "Dice": 0.8481815148481815, + "FN": 1582, + "FP": 238, + "IoU": 0.7363847045191193, + "TN": 869256, + "TP": 5084, + "n_pred": 5322, + "n_ref": 6666 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0349.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0349.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 318, + "IoU": 0.0, + "TN": 350146, + "TP": 0, + "n_pred": 318, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8226599291877212, + "FN": 3974, + "FP": 11503, + "IoU": 0.6987445255474453, + "TN": 299089, + "TP": 35898, + "n_pred": 47401, + "n_ref": 39872 + }, + "15": { + "Dice": 0.6765220687425444, + "FN": 16377, + "FP": 12638, + "IoU": 0.511169890154323, + "TN": 291108, + "TP": 30341, + "n_pred": 42979, + "n_ref": 46718 + }, + "2": { + "Dice": 0.5243651338366506, + "FN": 142, + "FP": 551, + "IoU": 0.3553488372093023, + "TN": 349389, + "TP": 382, + "n_pred": 933, + "n_ref": 524 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 350460, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 590, + "IoU": 0.0, + "TN": 349874, + "TP": 0, + "n_pred": 590, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0358.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0358.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.7439524276889325, + "FN": 1619, + "FP": 2816, + "IoU": 0.5922963780106637, + "TN": 339586, + "TP": 6443, + "n_pred": 9259, + "n_ref": 8062 + }, + "15": { + "Dice": 0.8480490584468443, + "FN": 7341, + "FP": 3859, + "IoU": 0.736185047345362, + "TN": 308010, + "TP": 31254, + "n_pred": 35113, + "n_ref": 38595 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 772, + "IoU": 0.0, + "TN": 349692, + "TP": 0, + "n_pred": 772, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0374.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0374.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0398.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0398.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": 0.41149715104052204, + "FN": 1936.9644444444446, + "FP": 1734.4199999999998, + "IoU": 0.35072216021698693, + "TN": 515584.52888888895, + "TP": 6440.086666666668, + "n_pred": 8174.506666666667, + "n_ref": 8377.05111111111 + }, + "mean": { + "1": { + "Dice": 0.5558849773250033, + "FN": 1682.2666666666667, + "FP": 2004.9333333333334, + "IoU": 0.49755883088478053, + "TN": 511562.6, + "TP": 10446.2, + "n_pred": 12451.133333333333, + "n_ref": 12128.466666666667 + }, + "10": { + "Dice": 0.4022526970264945, + "FN": 1017.5, + "FP": 1794.2, + "IoU": 0.3345104108315612, + "TN": 519033.2, + "TP": 3851.1, + "n_pred": 5645.3, + "n_ref": 4868.6 + }, + "11": { + "Dice": 0.0, + "FN": 249.36666666666667, + "FP": 0.0, + "IoU": 0.0, + "TN": 525446.6333333333, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 249.36666666666667 + }, + "12": { + "Dice": 0.31099112601812356, + "FN": 155.2, + "FP": 149.53333333333333, + "IoU": 0.23235703061852792, + "TN": 525055.2, + "TP": 336.06666666666666, + "n_pred": 485.6, + "n_ref": 491.26666666666665 + }, + "13": { + "Dice": 0.311582660254185, + "FN": 2003.8333333333333, + "FP": 1052.0, + "IoU": 0.23700194420704207, + "TN": 519690.23333333334, + "TP": 2949.9333333333334, + "n_pred": 4001.9333333333334, + "n_ref": 4953.766666666666 + }, + "14": { + "Dice": 0.40301031722997105, + "FN": 2286.5, + "FP": 460.3, + "IoU": 0.34375507454653403, + "TN": 516508.26666666666, + "TP": 6440.933333333333, + "n_pred": 6901.233333333334, + "n_ref": 8727.433333333332 + }, + "15": { + "Dice": 0.15201147986021576, + "FN": 1169.4333333333334, + "FP": 849.1, + "IoU": 0.11861286054705167, + "TN": 523429.43333333335, + "TP": 248.03333333333333, + "n_pred": 1097.1333333333334, + "n_ref": 1417.4666666666667 + }, + "2": { + "Dice": 0.3546704415812348, + "FN": 1209.4666666666667, + "FP": 1484.4666666666667, + "IoU": 0.31312232781043486, + "TN": 518324.06666666665, + "TP": 4678.0, + "n_pred": 6162.466666666666, + "n_ref": 5887.466666666666 + }, + "3": { + "Dice": 0.4486434677024902, + "FN": 1754.0333333333333, + "FP": 1405.0333333333333, + "IoU": 0.40197573208083187, + "TN": 516928.2, + "TP": 5608.733333333334, + "n_pred": 7013.766666666666, + "n_ref": 7362.766666666666 + }, + "4": { + "Dice": 0.42262444670750976, + "FN": 417.0, + "FP": 510.1333333333333, + "IoU": 0.3606359849702616, + "TN": 522602.8, + "TP": 2166.0666666666666, + "n_pred": 2676.2, + "n_ref": 2583.0666666666666 + }, + "5": { + "Dice": 0.35971333066033856, + "FN": 642.8666666666667, + "FP": 398.56666666666666, + "IoU": 0.26990836737792867, + "TN": 523906.6, + "TP": 747.9666666666667, + "n_pred": 1146.5333333333333, + "n_ref": 1390.8333333333333 + }, + "6": { + "Dice": 0.5888639435386082, + "FN": 5285.2, + "FP": 12000.133333333333, + "IoU": 0.5205985902057159, + "TN": 470854.76666666666, + "TP": 37555.9, + "n_pred": 49556.03333333333, + "n_ref": 42841.1 + }, + "7": { + "Dice": 0.5404941125481714, + "FN": 8641.2, + "FP": 3173.5, + "IoU": 0.4550331027393002, + "TN": 503809.8333333333, + "TP": 10071.466666666667, + "n_pred": 13244.966666666667, + "n_ref": 18712.666666666668 + }, + "8": { + "Dice": 0.8188065960772192, + "FN": 1365.8333333333333, + "FP": 252.4, + "IoU": 0.7389901422117463, + "TN": 516779.76666666666, + "TP": 7298.0, + "n_pred": 7550.4, + "n_ref": 8663.833333333334 + }, + "9": { + "Dice": 0.502907669078266, + "FN": 1174.7666666666667, + "FP": 482.0, + "IoU": 0.4367720042230873, + "TN": 519836.3333333333, + "TP": 4202.9, + "n_pred": 4684.9, + "n_ref": 5377.666666666667 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.807235142118863, + "FN": 239, + "FP": 134, + "IoU": 0.6767764298093587, + "TN": 349310, + "TP": 781, + "n_pred": 915, + "n_ref": 1020 + }, + "10": { + "Dice": 0.789283044903122, + "FN": 1640, + "FP": 2025, + "IoU": 0.6519137619906924, + "TN": 339935, + "TP": 6864, + "n_pred": 8889, + "n_ref": 8504 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6350968351440718, + "FN": 1255, + "FP": 1835, + "IoU": 0.46530541616196575, + "TN": 344685, + "TP": 2689, + "n_pred": 4524, + "n_ref": 3944 + }, + "13": { + "Dice": 0.6125506786532698, + "FN": 853, + "FP": 3543, + "IoU": 0.4414940922373269, + "TN": 342593, + "TP": 3475, + "n_pred": 7018, + "n_ref": 4328 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 4431, + "IoU": 0.0, + "TN": 346033, + "TP": 0, + "n_pred": 4431, + "n_ref": 0 + }, + "3": { + "Dice": 0.8724400807415682, + "FN": 5551, + "FP": 958, + "IoU": 0.7737416573971079, + "TN": 321696, + "TP": 22259, + "n_pred": 23217, + "n_ref": 27810 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.32558139534883723, + "FN": 87, + "FP": 0, + "IoU": 0.19444444444444445, + "TN": 350356, + "TP": 21, + "n_pred": 21, + "n_ref": 108 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9382229879399459, + "FN": 696, + "FP": 308, + "IoU": 0.8836346777932313, + "TN": 341836, + "TP": 7624, + "n_pred": 7932, + "n_ref": 8320 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0030.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0030.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 74, + "IoU": 0.0, + "TN": 350390, + "TP": 0, + "n_pred": 74, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 3216, + "IoU": 0.0, + "TN": 347248, + "TP": 0, + "n_pred": 3216, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.5741700578282287, + "FN": 5042, + "FP": 4899, + "IoU": 0.40269182238779067, + "TN": 333821, + "TP": 6702, + "n_pred": 11601, + "n_ref": 11744 + }, + "6": { + "Dice": 0.3937799043062201, + "FN": 362, + "FP": 9774, + "IoU": 0.24515936848376527, + "TN": 337036, + "TP": 3292, + "n_pred": 13066, + "n_ref": 3654 + }, + "7": { + "Dice": 0.7945886178861788, + "FN": 13364, + "FP": 2427, + "IoU": 0.6591845984503486, + "TN": 304131, + "TP": 30542, + "n_pred": 32969, + "n_ref": 43906 + }, + "8": { + "Dice": 0.8594724057685448, + "FN": 6319, + "FP": 1954, + "IoU": 0.753574407244132, + "TN": 316892, + "TP": 25299, + "n_pred": 27253, + "n_ref": 31618 + }, + "9": { + "Dice": 0.41034685479129923, + "FN": 791, + "FP": 212, + "IoU": 0.2581360946745562, + "TN": 349112, + "TP": 349, + "n_pred": 561, + "n_ref": 1140 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0048.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0048.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.4375, + "FN": 3, + "FP": 15, + "IoU": 0.28, + "TN": 175207, + "TP": 7, + "n_pred": 22, + "n_ref": 10 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.551530356246864, + "FN": 4203, + "FP": 266, + "IoU": 0.3807676319800471, + "TN": 168015, + "TP": 2748, + "n_pred": 3014, + "n_ref": 6951 + }, + "6": { + "Dice": 0.8570692905420939, + "FN": 15325, + "FP": 218, + "IoU": 0.7498873583934088, + "TN": 113088, + "TP": 46601, + "n_pred": 46819, + "n_ref": 61926 + }, + "7": { + "Dice": 0.70992835209826, + "FN": 4141, + "FP": 1527, + "IoU": 0.5503014915899714, + "TN": 162628, + "TP": 6936, + "n_pred": 8463, + "n_ref": 11077 + }, + "8": { + "Dice": 0.9432448642974959, + "FN": 884, + "FP": 630, + "IoU": 0.8925860234125577, + "TN": 161137, + "TP": 12581, + "n_pred": 13211, + "n_ref": 13465 + }, + "9": { + "Dice": 0.4706744868035191, + "FN": 721, + "FP": 1, + "IoU": 0.3077660594439118, + "TN": 174189, + "TP": 321, + "n_pred": 322, + "n_ref": 1042 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0064.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0064.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6144069762048332, + "FN": 8155, + "FP": 158, + "IoU": 0.44342528119978575, + "TN": 510760, + "TP": 6623, + "n_pred": 6781, + "n_ref": 14778 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 195, + "IoU": 0.0, + "TN": 525501, + "TP": 0, + "n_pred": 195, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 129, + "IoU": 0.0, + "TN": 525567, + "TP": 0, + "n_pred": 129, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3827, + "IoU": 0.0, + "TN": 521869, + "TP": 0, + "n_pred": 3827, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 691, + "IoU": 0.0, + "TN": 525005, + "TP": 0, + "n_pred": 691, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 129804, + "IoU": 0.0, + "TN": 395892, + "TP": 0, + "n_pred": 129804, + "n_ref": 0 + }, + "7": { + "Dice": 0.05491435175026697, + "FN": 129214, + "FP": 0, + "IoU": 0.028232356657240838, + "TN": 392728, + "TP": 3754, + "n_pred": 3754, + "n_ref": 132968 + }, + "8": { + "Dice": 0.935781875303886, + "FN": 1508, + "FP": 209, + "IoU": 0.8793139804596893, + "TN": 511469, + "TP": 12510, + "n_pred": 12719, + "n_ref": 14018 + }, + "9": { + "Dice": 0.9144869215291751, + "FN": 1154, + "FP": 36, + "IoU": 0.8424467099165894, + "TN": 518143, + "TP": 6363, + "n_pred": 6399, + "n_ref": 7517 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0069.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0069.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8401550080615506, + "FN": 991, + "FP": 4660, + "IoU": 0.7243683543068968, + "TN": 505194, + "TP": 14851, + "n_pred": 19511, + "n_ref": 15842 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6932720708893995, + "FN": 3265, + "FP": 1408, + "IoU": 0.5305404862366888, + "TN": 515742, + "TP": 5281, + "n_pred": 6689, + "n_ref": 8546 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8769378586823859, + "FN": 3842, + "FP": 897, + "IoU": 0.7808453570107288, + "TN": 504072, + "TP": 16885, + "n_pred": 17782, + "n_ref": 20727 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9562807080744099, + "FN": 2269, + "FP": 2100, + "IoU": 0.916224041724991, + "TN": 473545, + "TP": 47782, + "n_pred": 49882, + "n_ref": 50051 + }, + "7": { + "Dice": 0.9088420344844148, + "FN": 1704, + "FP": 2092, + "IoU": 0.8329151811259299, + "TN": 502977, + "TP": 18923, + "n_pred": 21015, + "n_ref": 20627 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 2, + "FP": 0, + "IoU": 0.0, + "TN": 525694, + "TP": 0, + "n_pred": 0, + "n_ref": 2 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0072.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0072.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1017, + "IoU": 0.0, + "TN": 524679, + "TP": 0, + "n_pred": 1017, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 60, + "FP": 0, + "IoU": 0.0, + "TN": 525636, + "TP": 0, + "n_pred": 0, + "n_ref": 60 + }, + "11": { + "Dice": 0.0, + "FN": 60, + "FP": 0, + "IoU": 0.0, + "TN": 525636, + "TP": 0, + "n_pred": 0, + "n_ref": 60 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9467074582058598, + "FN": 2741, + "FP": 1910, + "IoU": 0.8988077107175493, + "TN": 479734, + "TP": 41311, + "n_pred": 43221, + "n_ref": 44052 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2914, + "IoU": 0.0, + "TN": 522782, + "TP": 0, + "n_pred": 2914, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9661786403359437, + "FN": 4517, + "FP": 251, + "IoU": 0.93457020529147, + "TN": 452824, + "TP": 68104, + "n_pred": 68355, + "n_ref": 72621 + }, + "7": { + "Dice": 0.9573250747992231, + "FN": 567, + "FP": 246, + "IoU": 0.9181433749496577, + "TN": 515764, + "TP": 9119, + "n_pred": 9365, + "n_ref": 9686 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0084.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0084.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 77, + "IoU": 0.0, + "TN": 350387, + "TP": 0, + "n_pred": 77, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 12, + "IoU": 0.0, + "TN": 350452, + "TP": 0, + "n_pred": 12, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 350461, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7144576701885783, + "FN": 270, + "FP": 4000, + "IoU": 0.5557636287973367, + "TN": 340852, + "TP": 5342, + "n_pred": 9342, + "n_ref": 5612 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 48, + "IoU": 0.0, + "TN": 350416, + "TP": 0, + "n_pred": 48, + "n_ref": 0 + }, + "7": { + "Dice": 0.8391608391608392, + "FN": 12, + "FP": 34, + "IoU": 0.7228915662650602, + "TN": 350298, + "TP": 120, + "n_pred": 154, + "n_ref": 132 + }, + "8": { + "Dice": 0.9381267391190213, + "FN": 4522, + "FP": 192, + "IoU": 0.8834639440310499, + "TN": 310013, + "TP": 35737, + "n_pred": 35929, + "n_ref": 40259 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 350458, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0104.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0104.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8743677375256322, + "FN": 2672, + "FP": 85, + "IoU": 0.7767792081612825, + "TN": 513345, + "TP": 9594, + "n_pred": 9679, + "n_ref": 12266 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1110, + "IoU": 0.0, + "TN": 524586, + "TP": 0, + "n_pred": 1110, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 301, + "IoU": 0.0, + "TN": 525395, + "TP": 0, + "n_pred": 301, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 9398, + "IoU": 0.0, + "TN": 516298, + "TP": 0, + "n_pred": 9398, + "n_ref": 0 + }, + "3": { + "Dice": 0.8556293816051062, + "FN": 10885, + "FP": 153, + "IoU": 0.7476855555809542, + "TN": 481949, + "TP": 32709, + "n_pred": 32862, + "n_ref": 43594 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8932953549517967, + "FN": 20158, + "FP": 296, + "IoU": 0.8071668976440309, + "TN": 419625, + "TP": 85617, + "n_pred": 85913, + "n_ref": 105775 + }, + "7": { + "Dice": 0.8533115882939204, + "FN": 5928, + "FP": 548, + "IoU": 0.7441529709228825, + "TN": 500384, + "TP": 18836, + "n_pred": 19384, + "n_ref": 24764 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0124.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0124.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9537753222836096, + "FN": 148, + "FP": 354, + "IoU": 0.911635275479669, + "TN": 344783, + "TP": 5179, + "n_pred": 5533, + "n_ref": 5327 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0133.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0133.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4729368182753653, + "FN": 2548, + "FP": 13, + "IoU": 0.3097035040431267, + "TN": 1047682, + "TP": 1149, + "n_pred": 1162, + "n_ref": 3697 + }, + "10": { + "Dice": 0.5874930413805901, + "FN": 2717, + "FP": 8398, + "IoU": 0.4159222280609564, + "TN": 1032362, + "TP": 7915, + "n_pred": 16313, + "n_ref": 10632 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 34, + "IoU": 0.0, + "TN": 1051358, + "TP": 0, + "n_pred": 34, + "n_ref": 0 + }, + "13": { + "Dice": 0.5873303436191382, + "FN": 27612, + "FP": 178, + "IoU": 0.4157591556994492, + "TN": 1003826, + "TP": 19776, + "n_pred": 19954, + "n_ref": 47388 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 1051389, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 8, + "FP": 0, + "IoU": 0.0, + "TN": 1051384, + "TP": 0, + "n_pred": 0, + "n_ref": 8 + }, + "6": { + "Dice": 0.8080161250044593, + "FN": 14931, + "FP": 6595, + "IoU": 0.6778750467639356, + "TN": 984567, + "TP": 45299, + "n_pred": 51894, + "n_ref": 60230 + }, + "7": { + "Dice": 0.764229537753738, + "FN": 6633, + "FP": 23705, + "IoU": 0.6184235350346511, + "TN": 971885, + "TP": 49169, + "n_pred": 72874, + "n_ref": 55802 + }, + "8": { + "Dice": 0.7531380753138075, + "FN": 25, + "FP": 211, + "IoU": 0.6040268456375839, + "TN": 1050796, + "TP": 360, + "n_pred": 571, + "n_ref": 385 + }, + "9": { + "Dice": 0.9520927887039838, + "FN": 806, + "FP": 1284, + "IoU": 0.9085659287776708, + "TN": 1028534, + "TP": 20768, + "n_pred": 22052, + "n_ref": 21574 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0153.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0153.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.644846421224374, + "FN": 10708, + "FP": 14325, + "IoU": 0.47584748424380746, + "TN": 1178865, + "TP": 22726, + "n_pred": 37051, + "n_ref": 33434 + }, + "10": { + "Dice": 0.8382263791460985, + "FN": 891, + "FP": 2845, + "IoU": 0.7215057771151696, + "TN": 1213209, + "TP": 9679, + "n_pred": 12524, + "n_ref": 10570 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7649840628320244, + "FN": 10212, + "FP": 1069, + "IoU": 0.6194123005296718, + "TN": 1196983, + "TP": 18360, + "n_pred": 19429, + "n_ref": 28572 + }, + "14": { + "Dice": 0.9665326061145181, + "FN": 8867, + "FP": 12, + "IoU": 0.9352328015697602, + "TN": 1089533, + "TP": 128212, + "n_pred": 128224, + "n_ref": 137079 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 6113, + "IoU": 0.0, + "TN": 1220511, + "TP": 0, + "n_pred": 6113, + "n_ref": 0 + }, + "4": { + "Dice": 0.8665695432342103, + "FN": 457, + "FP": 1100, + "IoU": 0.7645546650536822, + "TN": 1220011, + "TP": 5056, + "n_pred": 6156, + "n_ref": 5513 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7933480924676929, + "FN": 19106, + "FP": 21032, + "IoU": 0.6574788367012562, + "TN": 1109440, + "TP": 77046, + "n_pred": 98078, + "n_ref": 96152 + }, + "7": { + "Dice": 0.9433410216982744, + "FN": 827, + "FP": 4479, + "IoU": 0.8927582513086889, + "TN": 1177147, + "TP": 44171, + "n_pred": 48650, + "n_ref": 44998 + }, + "8": { + "Dice": 0.8157894736842105, + "FN": 42, + "FP": 0, + "IoU": 0.6888888888888889, + "TN": 1226489, + "TP": 93, + "n_pred": 93, + "n_ref": 135 + }, + "9": { + "Dice": 0.9098758769562871, + "FN": 214, + "FP": 454, + "IoU": 0.8346534653465346, + "TN": 1222584, + "TP": 3372, + "n_pred": 3826, + "n_ref": 3586 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0159.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0159.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6540697674418605, + "FN": 37, + "FP": 201, + "IoU": 0.48596112311015116, + "TN": 525233, + "TP": 225, + "n_pred": 426, + "n_ref": 262 + }, + "6": { + "Dice": 0.8362463027695617, + "FN": 2169, + "FP": 267, + "IoU": 0.7185767097966729, + "TN": 517040, + "TP": 6220, + "n_pred": 6487, + "n_ref": 8389 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8835295662450212, + "FN": 2421, + "FP": 240, + "IoU": 0.7913595734671476, + "TN": 512942, + "TP": 10093, + "n_pred": 10333, + "n_ref": 12514 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0161.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0161.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 876156, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 2764, + "FP": 0, + "IoU": 0.0, + "TN": 873396, + "TP": 0, + "n_pred": 0, + "n_ref": 2764 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.3530004918839154, + "FN": 52551, + "FP": 63, + "IoU": 0.21432944584646169, + "TN": 809193, + "TP": 14353, + "n_pred": 14416, + "n_ref": 66904 + }, + "15": { + "Dice": 0.0, + "FN": 15743, + "FP": 1, + "IoU": 0.0, + "TN": 860416, + "TP": 0, + "n_pred": 1, + "n_ref": 15743 + }, + "2": { + "Dice": 0.0, + "FN": 1202, + "FP": 0, + "IoU": 0.0, + "TN": 874958, + "TP": 0, + "n_pred": 0, + "n_ref": 1202 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 492, + "IoU": 0.0, + "TN": 875668, + "TP": 0, + "n_pred": 492, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 3, + "FP": 0, + "IoU": 0.0, + "TN": 876157, + "TP": 0, + "n_pred": 0, + "n_ref": 3 + }, + "5": { + "Dice": 0.0, + "FN": 276, + "FP": 0, + "IoU": 0.0, + "TN": 875884, + "TP": 0, + "n_pred": 0, + "n_ref": 276 + }, + "6": { + "Dice": 0.8491570945177003, + "FN": 7276, + "FP": 2665, + "IoU": 0.7378566531301092, + "TN": 838238, + "TP": 27981, + "n_pred": 30646, + "n_ref": 35257 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9718354936789887, + "FN": 470, + "FP": 234, + "IoU": 0.9452140077821012, + "TN": 863310, + "TP": 12146, + "n_pred": 12380, + "n_ref": 12616 + }, + "9": { + "Dice": 0.752211406787816, + "FN": 5880, + "FP": 815, + "IoU": 0.6028356172509937, + "TN": 859303, + "TP": 10162, + "n_pred": 10977, + "n_ref": 16042 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0192.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9625088841506751, + "FN": 617, + "FP": 649, + "IoU": 0.9277273505737283, + "TN": 858643, + "TP": 16251, + "n_pred": 16900, + "n_ref": 16868 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1129, + "IoU": 0.0, + "TN": 875031, + "TP": 0, + "n_pred": 1129, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 876157, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 876159, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "3": { + "Dice": 0.9468713105076741, + "FN": 106, + "FP": 119, + "IoU": 0.899103139013453, + "TN": 873930, + "TP": 2005, + "n_pred": 2124, + "n_ref": 2111 + }, + "4": { + "Dice": 0.8872148018055491, + "FN": 5903, + "FP": 1418, + "IoU": 0.7972920589212538, + "TN": 840044, + "TP": 28795, + "n_pred": 30213, + "n_ref": 34698 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 128, + "IoU": 0.0, + "TN": 876032, + "TP": 0, + "n_pred": 128, + "n_ref": 0 + }, + "6": { + "Dice": 0.9871085420968723, + "FN": 2210, + "FP": 2391, + "IoU": 0.9745452332477649, + "TN": 695408, + "TP": 176151, + "n_pred": 178542, + "n_ref": 178361 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 3018, + "IoU": 0.0, + "TN": 873142, + "TP": 0, + "n_pred": 3018, + "n_ref": 0 + }, + "8": { + "Dice": 0.9641865565432445, + "FN": 2717, + "FP": 353, + "IoU": 0.9308496260924407, + "TN": 831764, + "TP": 41326, + "n_pred": 41679, + "n_ref": 44043 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0214.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0214.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8951302862024776, + "FN": 4268, + "FP": 2606, + "IoU": 0.8101681809394935, + "TN": 664717, + "TP": 29337, + "n_pred": 31943, + "n_ref": 33605 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.723608701454691, + "FN": 3018, + "FP": 7337, + "IoU": 0.5669176076955249, + "TN": 677018, + "TP": 13555, + "n_pred": 20892, + "n_ref": 16573 + }, + "14": { + "Dice": 0.5558194774346793, + "FN": 0, + "FP": 187, + "IoU": 0.3848684210526316, + "TN": 700624, + "TP": 117, + "n_pred": 304, + "n_ref": 117 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9421875, + "FN": 154, + "FP": 68, + "IoU": 0.8906942392909897, + "TN": 698897, + "TP": 1809, + "n_pred": 1877, + "n_ref": 1963 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 700926, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "4": { + "Dice": 0.8786127167630058, + "FN": 45, + "FP": 81, + "IoU": 0.7835051546391752, + "TN": 700346, + "TP": 456, + "n_pred": 537, + "n_ref": 501 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9624049433642713, + "FN": 4966, + "FP": 4002, + "IoU": 0.927534241040766, + "TN": 577173, + "TP": 114787, + "n_pred": 118789, + "n_ref": 119753 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7170347597847997, + "FN": 17943, + "FP": 1570, + "IoU": 0.558888687946469, + "TN": 656692, + "TP": 24723, + "n_pred": 26293, + "n_ref": 42666 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0215.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0215.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 217, + "IoU": 0.0, + "TN": 525479, + "TP": 0, + "n_pred": 217, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6971464278275359, + "FN": 98, + "FP": 2810, + "IoU": 0.535091926458833, + "TN": 519441, + "TP": 3347, + "n_pred": 6157, + "n_ref": 3445 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9594850291430147, + "FN": 1948, + "FP": 2313, + "IoU": 0.9221251553476131, + "TN": 470980, + "TP": 50455, + "n_pred": 52768, + "n_ref": 52403 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 525693, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "6": { + "Dice": 0.9525788413866136, + "FN": 3716, + "FP": 2195, + "IoU": 0.9094515931372549, + "TN": 460416, + "TP": 59369, + "n_pred": 61564, + "n_ref": 63085 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0230.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0230.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 300, + "IoU": 0.0, + "TN": 350164, + "TP": 0, + "n_pred": 300, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1539, + "IoU": 0.0, + "TN": 348925, + "TP": 0, + "n_pred": 1539, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 39, + "IoU": 0.0, + "TN": 350425, + "TP": 0, + "n_pred": 39, + "n_ref": 0 + }, + "14": { + "Dice": 0.8952440990701566, + "FN": 5114, + "FP": 3527, + "IoU": 0.8103546659643578, + "TN": 304900, + "TP": 36923, + "n_pred": 40450, + "n_ref": 42037 + }, + "15": { + "Dice": 0.7341153989065237, + "FN": 3377, + "FP": 1632, + "IoU": 0.5799228446829923, + "TN": 338540, + "TP": 6915, + "n_pred": 8547, + "n_ref": 10292 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.36971830985915494, + "FN": 5879, + "FP": 1281, + "IoU": 0.2267818574514039, + "TN": 341204, + "TP": 2100, + "n_pred": 3381, + "n_ref": 7979 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 19219, + "IoU": 0.0, + "TN": 331245, + "TP": 0, + "n_pred": 19219, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 2010, + "IoU": 0.0, + "TN": 348454, + "TP": 0, + "n_pred": 2010, + "n_ref": 0 + }, + "8": { + "Dice": 0.6027120678835503, + "FN": 14281, + "FP": 280, + "IoU": 0.4313442161993283, + "TN": 324858, + "TP": 11045, + "n_pred": 11325, + "n_ref": 25326 + }, + "9": { + "Dice": 0.0, + "FN": 13, + "FP": 4361, + "IoU": 0.0, + "TN": 346090, + "TP": 0, + "n_pred": 4361, + "n_ref": 13 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0245.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0245.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9607337345944397, + "FN": 1923, + "FP": 1502, + "IoU": 0.924434638720353, + "TN": 305139, + "TP": 41900, + "n_pred": 43402, + "n_ref": 43823 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 3880, + "IoU": 0.0, + "TN": 346584, + "TP": 0, + "n_pred": 3880, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 1, + "FP": 0, + "IoU": 0.0, + "TN": 350463, + "TP": 0, + "n_pred": 0, + "n_ref": 1 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 3803, + "IoU": 0.0, + "TN": 346661, + "TP": 0, + "n_pred": 3803, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9712355755699409, + "FN": 595, + "FP": 427, + "IoU": 0.9440796673232655, + "TN": 332188, + "TP": 17254, + "n_pred": 17681, + "n_ref": 17849 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 18061, + "IoU": 0.0, + "TN": 332403, + "TP": 0, + "n_pred": 18061, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 42296, + "IoU": 0.0, + "TN": 308168, + "TP": 0, + "n_pred": 42296, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0264.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0264.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9472080427940702, + "FN": 2454, + "FP": 2293, + "IoU": 0.8997105613419812, + "TN": 303131, + "TP": 42586, + "n_pred": 44879, + "n_ref": 45040 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.4513999266413987, + "FN": 684, + "FP": 17264, + "IoU": 0.29148902573819674, + "TN": 325132, + "TP": 7384, + "n_pred": 24648, + "n_ref": 8068 + }, + "7": { + "Dice": 0.7085953878406709, + "FN": 641, + "FP": 332, + "IoU": 0.5487012987012987, + "TN": 348308, + "TP": 1183, + "n_pred": 1515, + "n_ref": 1824 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0279.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0279.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9610707053762926, + "FN": 2341, + "FP": 908, + "IoU": 0.9250588181021359, + "TN": 657574, + "TP": 40105, + "n_pred": 41013, + "n_ref": 42446 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 385, + "IoU": 0.0, + "TN": 700543, + "TP": 0, + "n_pred": 385, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 765, + "IoU": 0.0, + "TN": 700163, + "TP": 0, + "n_pred": 765, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 44, + "IoU": 0.0, + "TN": 700884, + "TP": 0, + "n_pred": 44, + "n_ref": 0 + }, + "3": { + "Dice": 0.969968289498228, + "FN": 538, + "FP": 267, + "IoU": 0.9416877942774358, + "TN": 687123, + "TP": 13000, + "n_pred": 13267, + "n_ref": 13538 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 5032, + "IoU": 0.0, + "TN": 695896, + "TP": 0, + "n_pred": 5032, + "n_ref": 0 + }, + "5": { + "Dice": 0.8800939124601711, + "FN": 439, + "FP": 276, + "IoU": 0.7858640311470501, + "TN": 697589, + "TP": 2624, + "n_pred": 2900, + "n_ref": 3063 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 13327, + "IoU": 0.0, + "TN": 687601, + "TP": 0, + "n_pred": 13327, + "n_ref": 0 + }, + "7": { + "Dice": 0.7085206608242857, + "FN": 19983, + "FP": 1736, + "IoU": 0.5486116884196525, + "TN": 652812, + "TP": 26397, + "n_pred": 28133, + "n_ref": 46380 + }, + "8": { + "Dice": 0.29845474613686535, + "FN": 1583, + "FP": 6, + "IoU": 0.17540217955371043, + "TN": 699001, + "TP": 338, + "n_pred": 344, + "n_ref": 1921 + }, + "9": { + "Dice": 0.849932157394844, + "FN": 1926, + "FP": 1392, + "IoU": 0.7390278433223219, + "TN": 688214, + "TP": 9396, + "n_pred": 10788, + "n_ref": 11322 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0297.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0297.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7596713758910123, + "FN": 19479, + "FP": 4830, + "IoU": 0.6124758883451036, + "TN": 462967, + "TP": 38420, + "n_pred": 43250, + "n_ref": 57899 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 56, + "IoU": 0.0, + "TN": 525640, + "TP": 0, + "n_pred": 56, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 25490, + "IoU": 0.0, + "TN": 500206, + "TP": 0, + "n_pred": 25490, + "n_ref": 0 + }, + "3": { + "Dice": 0.6264232166224364, + "FN": 29812, + "FP": 735, + "IoU": 0.4560525659745717, + "TN": 469538, + "TP": 25611, + "n_pred": 26346, + "n_ref": 55423 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 19765, + "IoU": 0.0, + "TN": 505931, + "TP": 0, + "n_pred": 19765, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 119, + "IoU": 0.0, + "TN": 525577, + "TP": 0, + "n_pred": 119, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0330.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0330.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5474658376111633, + "FN": 1402, + "FP": 4857, + "IoU": 0.37690393230462915, + "TN": 165187, + "TP": 3786, + "n_pred": 8643, + "n_ref": 5188 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9332464995115598, + "FN": 1557, + "FP": 288, + "IoU": 0.8748473748473748, + "TN": 160490, + "TP": 12897, + "n_pred": 13185, + "n_ref": 14454 + }, + "9": { + "Dice": 0.8703150912106136, + "FN": 390, + "FP": 392, + "IoU": 0.7704051673517323, + "TN": 171826, + "TP": 2624, + "n_pred": 3016, + "n_ref": 3014 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0332.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0332.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2095, + "IoU": 0.0, + "TN": 348369, + "TP": 0, + "n_pred": 2095, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 3576, + "FP": 0, + "IoU": 0.0, + "TN": 346888, + "TP": 0, + "n_pred": 0, + "n_ref": 3576 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 23, + "IoU": 0.0, + "TN": 350441, + "TP": 0, + "n_pred": 23, + "n_ref": 0 + }, + "13": { + "Dice": 0.39479166666666665, + "FN": 3393, + "FP": 93, + "IoU": 0.24594419208306295, + "TN": 345841, + "TP": 1137, + "n_pred": 1230, + "n_ref": 4530 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8417892219225485, + "FN": 2916, + "FP": 193, + "IoU": 0.7268014059753954, + "TN": 339084, + "TP": 8271, + "n_pred": 8464, + "n_ref": 11187 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2941, + "IoU": 0.0, + "TN": 347523, + "TP": 0, + "n_pred": 2941, + "n_ref": 0 + }, + "4": { + "Dice": 0.36644591611479027, + "FN": 263, + "FP": 24, + "IoU": 0.22432432432432434, + "TN": 350094, + "TP": 83, + "n_pred": 107, + "n_ref": 346 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7522624555828709, + "FN": 4096, + "FP": 42058, + "IoU": 0.6029011942044946, + "TN": 234236, + "TP": 70074, + "n_pred": 112132, + "n_ref": 74170 + }, + "7": { + "Dice": 0.5862105318644246, + "FN": 46761, + "FP": 339, + "IoU": 0.4146377838261064, + "TN": 270001, + "TP": 33363, + "n_pred": 33702, + "n_ref": 80124 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8654711105985469, + "FN": 1822, + "FP": 2844, + "IoU": 0.76284625158831, + "TN": 330789, + "TP": 15009, + "n_pred": 17853, + "n_ref": 16831 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0348.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0348.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9521091234940758, + "FN": 1617, + "FP": 2712, + "IoU": 0.9085956799898651, + "TN": 653567, + "TP": 43032, + "n_pred": 45744, + "n_ref": 44649 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 303, + "IoU": 0.0, + "TN": 700625, + "TP": 0, + "n_pred": 303, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8564961805664707, + "FN": 2063, + "FP": 2502, + "IoU": 0.7490103364855949, + "TN": 682740, + "TP": 13623, + "n_pred": 16125, + "n_ref": 15686 + }, + "15": { + "Dice": 0.02594200039455514, + "FN": 15963, + "FP": 23537, + "IoU": 0.013141458052266027, + "TN": 660902, + "TP": 526, + "n_pred": 24063, + "n_ref": 16489 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 700922, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "6": { + "Dice": 0.20318047707156073, + "FN": 30823, + "FP": 1045, + "IoU": 0.11307784364476357, + "TN": 664997, + "TP": 4063, + "n_pred": 5108, + "n_ref": 34886 + }, + "7": { + "Dice": 0.6503823279524215, + "FN": 4365, + "FP": 573, + "IoU": 0.48190116462071136, + "TN": 691397, + "TP": 4593, + "n_pred": 5166, + "n_ref": 8958 + }, + "8": { + "Dice": 0.3037974683544304, + "FN": 4353, + "FP": 47, + "IoU": 0.1791044776119403, + "TN": 695568, + "TP": 960, + "n_pred": 1007, + "n_ref": 5313 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 700925, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0351.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0351.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 3853, + "IoU": 0.0, + "TN": 697075, + "TP": 0, + "n_pred": 3853, + "n_ref": 0 + }, + "10": { + "Dice": 0.6537626403623054, + "FN": 2498, + "FP": 3083, + "IoU": 0.4856221198156682, + "TN": 690078, + "TP": 5269, + "n_pred": 8352, + "n_ref": 7767 + }, + "11": { + "Dice": 0.0, + "FN": 1081, + "FP": 0, + "IoU": 0.0, + "TN": 699847, + "TP": 0, + "n_pred": 0, + "n_ref": 1081 + }, + "12": { + "Dice": 0.8069472277889111, + "FN": 877, + "FP": 1435, + "IoU": 0.6763717805151176, + "TN": 693784, + "TP": 4832, + "n_pred": 6267, + "n_ref": 5709 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 3541, + "IoU": 0.0, + "TN": 697387, + "TP": 0, + "n_pred": 3541, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7180445984769027, + "FN": 18110, + "FP": 439, + "IoU": 0.5601166761525327, + "TN": 658760, + "TP": 23619, + "n_pred": 24058, + "n_ref": 41729 + }, + "3": { + "Dice": 0.31275104355359534, + "FN": 269, + "FP": 17183, + "IoU": 0.18536152733043926, + "TN": 679505, + "TP": 3971, + "n_pred": 21154, + "n_ref": 4240 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 9, + "IoU": 0.0, + "TN": 700919, + "TP": 0, + "n_pred": 9, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9390832833429963, + "FN": 12356, + "FP": 5821, + "IoU": 0.8851621136691011, + "TN": 542644, + "TP": 140107, + "n_pred": 145928, + "n_ref": 152463 + }, + "7": { + "Dice": 0.6905995870728522, + "FN": 6978, + "FP": 365, + "IoU": 0.5274166559402754, + "TN": 685390, + "TP": 8195, + "n_pred": 8560, + "n_ref": 15173 + }, + "8": { + "Dice": 0.9517954758793322, + "FN": 1185, + "FP": 1434, + "IoU": 0.9080245829675153, + "TN": 672453, + "TP": 25856, + "n_pred": 27290, + "n_ref": 27041 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0362.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0362.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9694270454424473, + "FN": 239, + "FP": 3207, + "IoU": 0.940668044077135, + "TN": 292384, + "TP": 54634, + "n_pred": 57841, + "n_ref": 54873 + }, + "10": { + "Dice": 0.15357766143106458, + "FN": 466, + "FP": 504, + "IoU": 0.0831758034026465, + "TN": 349406, + "TP": 88, + "n_pred": 592, + "n_ref": 554 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 986, + "IoU": 0.0, + "TN": 349478, + "TP": 0, + "n_pred": 986, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9629849617970248, + "FN": 1041, + "FP": 330, + "IoU": 0.9286123405363187, + "TN": 331259, + "TP": 17834, + "n_pred": 18164, + "n_ref": 18875 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.5725198938992042, + "FN": 3132, + "FP": 897, + "IoU": 0.40107031366136464, + "TN": 343737, + "TP": 2698, + "n_pred": 3595, + "n_ref": 5830 + }, + "6": { + "Dice": 0.6835800301053688, + "FN": 4324, + "FP": 15856, + "IoU": 0.519271999618848, + "TN": 308486, + "TP": 21798, + "n_pred": 37654, + "n_ref": 26122 + }, + "7": { + "Dice": 0.7798609840863362, + "FN": 16742, + "FP": 2514, + "IoU": 0.6391574844464433, + "TN": 297100, + "TP": 34108, + "n_pred": 36622, + "n_ref": 50850 + }, + "8": { + "Dice": 0.9396503798875779, + "FN": 356, + "FP": 621, + "IoU": 0.8861703367121053, + "TN": 341881, + "TP": 7606, + "n_pred": 8227, + "n_ref": 7962 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 32, + "IoU": 0.0, + "TN": 350432, + "TP": 0, + "n_pred": 32, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0367.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0367.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.857352542318799, + "FN": 3402, + "FP": 5539, + "IoU": 0.7503211393465512, + "TN": 489886, + "TP": 26869, + "n_pred": 32408, + "n_ref": 30271 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6083849452120057, + "FN": 2521, + "FP": 767, + "IoU": 0.43717904827114, + "TN": 519854, + "TP": 2554, + "n_pred": 3321, + "n_ref": 5075 + }, + "13": { + "Dice": 0.8492695466800426, + "FN": 3904, + "FP": 904, + "IoU": 0.7380264806843568, + "TN": 507343, + "TP": 13545, + "n_pred": 14449, + "n_ref": 17449 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 15, + "IoU": 0.0, + "TN": 525681, + "TP": 0, + "n_pred": 15, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7644743949175647, + "FN": 9051, + "FP": 106, + "IoU": 0.618744275126988, + "TN": 501678, + "TP": 14861, + "n_pred": 14967, + "n_ref": 23912 + }, + "3": { + "Dice": 0.18748674443266172, + "FN": 123, + "FP": 3708, + "IoU": 0.10344020594430142, + "TN": 521423, + "TP": 442, + "n_pred": 4150, + "n_ref": 565 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9756643926280419, + "FN": 52, + "FP": 187, + "IoU": 0.9524850894632206, + "TN": 520666, + "TP": 4791, + "n_pred": 4978, + "n_ref": 4843 + }, + "7": { + "Dice": 0.9368401692109619, + "FN": 1353, + "FP": 364, + "IoU": 0.8811846931008235, + "TN": 511245, + "TP": 12734, + "n_pred": 13098, + "n_ref": 14087 + }, + "8": { + "Dice": 0.9514504279330456, + "FN": 477, + "FP": 805, + "IoU": 0.9073967061542907, + "TN": 511852, + "TP": 12562, + "n_pred": 13367, + "n_ref": 13039 + }, + "9": { + "Dice": 0.9592746916811491, + "FN": 1136, + "FP": 809, + "IoU": 0.9217366811524224, + "TN": 500844, + "TP": 22907, + "n_pred": 23716, + "n_ref": 24043 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0378.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0378.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 700921, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 159, + "IoU": 0.0, + "TN": 700769, + "TP": 0, + "n_pred": 159, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 700926, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0410816716744059, + "FN": 20, + "FP": 17533, + "IoU": 0.02097161024039266, + "TN": 682999, + "TP": 376, + "n_pred": 17909, + "n_ref": 396 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 9, + "IoU": 0.0, + "TN": 700919, + "TP": 0, + "n_pred": 9, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0379.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0379.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.00016224547740731728, + "FN": 10527, + "FP": 14123, + "IoU": 8.112932013629726e-05, + "TN": 150580, + "TP": 2, + "n_pred": 14125, + "n_ref": 10529 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 1472, + "FP": 1783, + "IoU": 0.0, + "TN": 171977, + "TP": 0, + "n_pred": 1783, + "n_ref": 1472 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.31131116596486136, + "FN": 496, + "FP": 4247, + "IoU": 0.18435081685296648, + "TN": 169417, + "TP": 1072, + "n_pred": 5319, + "n_ref": 1568 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.915274107875585, + "FN": 7679, + "FP": 1716, + "IoU": 0.8437837747958963, + "TN": 115091, + "TP": 50746, + "n_pred": 52462, + "n_ref": 58425 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 6032, + "IoU": 0.0, + "TN": 169200, + "TP": 0, + "n_pred": 6032, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0388.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0388.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 21581, + "IoU": 0.0, + "TN": 328883, + "TP": 0, + "n_pred": 21581, + "n_ref": 0 + }, + "10": { + "Dice": 0.7510379596678529, + "FN": 393, + "FP": 2965, + "IoU": 0.6013296925086073, + "TN": 342041, + "TP": 5065, + "n_pred": 8030, + "n_ref": 5458 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6728165291039543, + "FN": 4885, + "FP": 1180, + "IoU": 0.50695065441834, + "TN": 338163, + "TP": 6236, + "n_pred": 7416, + "n_ref": 11121 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.14736842105263157, + "FN": 162, + "FP": 0, + "IoU": 0.07954545454545454, + "TN": 350288, + "TP": 14, + "n_pred": 14, + "n_ref": 176 + }, + "3": { + "Dice": 0.921148346614099, + "FN": 3701, + "FP": 1979, + "IoU": 0.8538229919962941, + "TN": 311607, + "TP": 33177, + "n_pred": 35156, + "n_ref": 36878 + }, + "4": { + "Dice": 0.8844013579253142, + "FN": 1501, + "FP": 1802, + "IoU": 0.7927594428410089, + "TN": 334526, + "TP": 12635, + "n_pred": 14437, + "n_ref": 14136 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.945618838992333, + "FN": 1430, + "FP": 6514, + "IoU": 0.8968472445852594, + "TN": 273452, + "TP": 69068, + "n_pred": 75582, + "n_ref": 70498 + }, + "7": { + "Dice": 0.004219409282700422, + "FN": 23, + "FP": 449, + "IoU": 0.0021141649048625794, + "TN": 349991, + "TP": 1, + "n_pred": 450, + "n_ref": 24 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 24, + "FP": 0, + "IoU": 0.0, + "TN": 350440, + "TP": 0, + "n_pred": 0, + "n_ref": 24 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0400.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0400.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": 0.4962792918074776, + "FN": 946.3088888888888, + "FP": 1031.5511111111111, + "IoU": 0.4252770433058906, + "TN": 430272.14666666667, + "TP": 5829.993333333334, + "n_pred": 6861.544444444443, + "n_ref": 6776.302222222221 + }, + "mean": { + "1": { + "Dice": 0.5329632491580388, + "FN": 389.96666666666664, + "FP": 747.6, + "IoU": 0.4839428099333631, + "TN": 431328.3, + "TP": 5614.133333333333, + "n_pred": 6361.733333333334, + "n_ref": 6004.1 + }, + "10": { + "Dice": 0.679120306970292, + "FN": 1518.5, + "FP": 986.3, + "IoU": 0.5507511386286283, + "TN": 431161.0, + "TP": 4414.2, + "n_pred": 5400.5, + "n_ref": 5932.7 + }, + "11": { + "Dice": 0.0, + "FN": 16.266666666666666, + "FP": 0.06666666666666667, + "IoU": 0.0, + "TN": 438063.6666666667, + "TP": 0.0, + "n_pred": 0.06666666666666667, + "n_ref": 16.266666666666666 + }, + "12": { + "Dice": 0.43709721706078536, + "FN": 227.76666666666668, + "FP": 43.333333333333336, + "IoU": 0.3368239865694381, + "TN": 437583.76666666666, + "TP": 225.13333333333333, + "n_pred": 268.46666666666664, + "n_ref": 452.9 + }, + "13": { + "Dice": 0.42373989174170784, + "FN": 1827.0333333333333, + "FP": 868.3666666666667, + "IoU": 0.3203974499367418, + "TN": 432813.3, + "TP": 2571.3, + "n_pred": 3439.6666666666665, + "n_ref": 4398.333333333333 + }, + "14": { + "Dice": 0.633567539402011, + "FN": 377.8, + "FP": 842.7666666666667, + "IoU": 0.5556564207362475, + "TN": 434026.23333333334, + "TP": 2833.2, + "n_pred": 3675.9666666666667, + "n_ref": 3211.0 + }, + "15": { + "Dice": 0.2200882768581407, + "FN": 36.233333333333334, + "FP": 45.13333333333333, + "IoU": 0.15055823856260062, + "TN": 437979.56666666665, + "TP": 19.066666666666666, + "n_pred": 64.2, + "n_ref": 55.3 + }, + "2": { + "Dice": 0.680280992816299, + "FN": 2499.866666666667, + "FP": 249.2, + "IoU": 0.5992984478080441, + "TN": 428178.4, + "TP": 7152.533333333334, + "n_pred": 7401.733333333334, + "n_ref": 9652.4 + }, + "3": { + "Dice": 0.5464692565373991, + "FN": 292.43333333333334, + "FP": 2324.5, + "IoU": 0.5237834286130205, + "TN": 426064.4, + "TP": 9398.666666666666, + "n_pred": 11723.166666666666, + "n_ref": 9691.1 + }, + "4": { + "Dice": 0.3672059098608243, + "FN": 545.6333333333333, + "FP": 673.9333333333333, + "IoU": 0.2872038740777703, + "TN": 435794.6, + "TP": 1065.8333333333333, + "n_pred": 1739.7666666666667, + "n_ref": 1611.4666666666667 + }, + "5": { + "Dice": 0.2963235218050428, + "FN": 509.8333333333333, + "FP": 39.666666666666664, + "IoU": 0.2418970043237707, + "TN": 437243.4666666667, + "TP": 287.03333333333336, + "n_pred": 326.7, + "n_ref": 796.8666666666667 + }, + "6": { + "Dice": 0.7975980878682883, + "FN": 2462.133333333333, + "FP": 3863.1666666666665, + "IoU": 0.7359914576647518, + "TN": 392480.8333333333, + "TP": 39273.86666666667, + "n_pred": 43137.03333333333, + "n_ref": 41736.0 + }, + "7": { + "Dice": 0.44831789655578014, + "FN": 2414.1, + "FP": 3774.7, + "IoU": 0.3744129305743724, + "TN": 425367.5, + "TP": 6523.7, + "n_pred": 10298.4, + "n_ref": 8937.8 + }, + "8": { + "Dice": 0.8164757747376306, + "FN": 424.96666666666664, + "FP": 390.93333333333334, + "IoU": 0.7418307254205944, + "TN": 432649.9, + "TP": 4614.2, + "n_pred": 5005.133333333333, + "n_ref": 5039.166666666667 + }, + "9": { + "Dice": 0.5649414557399246, + "FN": 652.1, + "FP": 623.6, + "IoU": 0.47660773673901424, + "TN": 433347.26666666666, + "TP": 3457.0333333333333, + "n_pred": 4080.633333333333, + "n_ref": 4109.133333333333 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9071963466785348, + "FN": 8414, + "FP": 1178, + "IoU": 0.8301549358123064, + "TN": 293989, + "TP": 46883, + "n_pred": 48061, + "n_ref": 55297 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 6822, + "IoU": 0.0, + "TN": 343642, + "TP": 0, + "n_pred": 6822, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9258085706557441, + "FN": 577, + "FP": 3263, + "IoU": 0.8618655347314652, + "TN": 322665, + "TP": 23959, + "n_pred": 27222, + "n_ref": 24536 + }, + "7": { + "Dice": 0.9123417613539427, + "FN": 2352, + "FP": 217, + "IoU": 0.8388128999874513, + "TN": 334526, + "TP": 13369, + "n_pred": 13586, + "n_ref": 15721 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 167, + "IoU": 0.0, + "TN": 350297, + "TP": 0, + "n_pred": 167, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0006.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0006.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8378300968093029, + "FN": 2096, + "FP": 735, + "IoU": 0.7209187697160884, + "TN": 690784, + "TP": 7313, + "n_pred": 8048, + "n_ref": 9409 + }, + "11": { + "Dice": 0.0, + "FN": 419, + "FP": 0, + "IoU": 0.0, + "TN": 700509, + "TP": 0, + "n_pred": 0, + "n_ref": 419 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8041790868577162, + "FN": 2399, + "FP": 4236, + "IoU": 0.6724912384619182, + "TN": 680669, + "TP": 13624, + "n_pred": 17860, + "n_ref": 16023 + }, + "14": { + "Dice": 0.725111441307578, + "FN": 8007, + "FP": 133, + "IoU": 0.5687645687645687, + "TN": 682052, + "TP": 10736, + "n_pred": 10869, + "n_ref": 18743 + }, + "15": { + "Dice": 0.0, + "FN": 607, + "FP": 0, + "IoU": 0.0, + "TN": 700321, + "TP": 0, + "n_pred": 0, + "n_ref": 607 + }, + "2": { + "Dice": 0.9218413882116736, + "FN": 748, + "FP": 1432, + "IoU": 0.8550146315509444, + "TN": 685892, + "TP": 12856, + "n_pred": 14288, + "n_ref": 13604 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.47191463660157035, + "FN": 2509, + "FP": 114, + "IoU": 0.3088274044795784, + "TN": 697133, + "TP": 1172, + "n_pred": 1286, + "n_ref": 3681 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 11, + "IoU": 0.0, + "TN": 700917, + "TP": 0, + "n_pred": 11, + "n_ref": 0 + }, + "6": { + "Dice": 0.9724384159184954, + "FN": 833, + "FP": 1012, + "IoU": 0.9463553630099149, + "TN": 666535, + "TP": 32548, + "n_pred": 33560, + "n_ref": 33381 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 831, + "IoU": 0.0, + "TN": 700097, + "TP": 0, + "n_pred": 831, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7462967317187867, + "FN": 982, + "FP": 97, + "IoU": 0.5952738184546137, + "TN": 698262, + "TP": 1587, + "n_pred": 1684, + "n_ref": 2569 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0007.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0007.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9666717413919972, + "FN": 3607, + "FP": 1647, + "IoU": 0.9354933762231581, + "TN": 269015, + "TP": 76195, + "n_pred": 77842, + "n_ref": 79802 + }, + "10": { + "Dice": 0.873579248309044, + "FN": 885, + "FP": 928, + "IoU": 0.7755354710907515, + "TN": 342387, + "TP": 6264, + "n_pred": 7192, + "n_ref": 7149 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.30952380952380953, + "FN": 120, + "FP": 170, + "IoU": 0.18309859154929578, + "TN": 350109, + "TP": 65, + "n_pred": 235, + "n_ref": 185 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 350463, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "3": { + "Dice": 0.9446638981734697, + "FN": 601, + "FP": 5955, + "IoU": 0.8951308465032951, + "TN": 287948, + "TP": 55960, + "n_pred": 61915, + "n_ref": 56561 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 40, + "IoU": 0.0, + "TN": 350424, + "TP": 0, + "n_pred": 40, + "n_ref": 0 + }, + "7": { + "Dice": 0.9289026658400495, + "FN": 80, + "FP": 2787, + "IoU": 0.8672439340618633, + "TN": 328868, + "TP": 18729, + "n_pred": 21516, + "n_ref": 18809 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0014.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0014.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1584, + "IoU": 0.0, + "TN": 348880, + "TP": 0, + "n_pred": 1584, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.24489795918367346, + "FN": 54, + "FP": 94, + "IoU": 0.13953488372093023, + "TN": 350292, + "TP": 24, + "n_pred": 118, + "n_ref": 78 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.18379089265165213, + "FN": 4965, + "FP": 0, + "IoU": 0.10119478638667632, + "TN": 344940, + "TP": 559, + "n_pred": 559, + "n_ref": 5524 + }, + "6": { + "Dice": 0.9035394141022086, + "FN": 2283, + "FP": 13374, + "IoU": 0.8240509743105657, + "TN": 261478, + "TP": 73329, + "n_pred": 86703, + "n_ref": 75612 + }, + "7": { + "Dice": 0.46153846153846156, + "FN": 1982, + "FP": 90, + "IoU": 0.3, + "TN": 347504, + "TP": 888, + "n_pred": 978, + "n_ref": 2870 + }, + "8": { + "Dice": 0.94530077752012, + "FN": 208, + "FP": 193, + "IoU": 0.8962752198654941, + "TN": 346598, + "TP": 3465, + "n_pred": 3658, + "n_ref": 3673 + }, + "9": { + "Dice": 0.7630762286294646, + "FN": 7963, + "FP": 435, + "IoU": 0.6169145150989873, + "TN": 328542, + "TP": 13524, + "n_pred": 13959, + "n_ref": 21487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0038.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0038.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9317460317460318, + "FN": 243, + "FP": 1907, + "IoU": 0.8722139673105498, + "TN": 508871, + "TP": 14675, + "n_pred": 16582, + "n_ref": 14918 + }, + "10": { + "Dice": 0.5879805089334055, + "FN": 550, + "FP": 1733, + "IoU": 0.41641104294478526, + "TN": 521784, + "TP": 1629, + "n_pred": 3362, + "n_ref": 2179 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7674365424193917, + "FN": 680, + "FP": 337, + "IoU": 0.6226345083487941, + "TN": 523001, + "TP": 1678, + "n_pred": 2015, + "n_ref": 2358 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 14, + "IoU": 0.0, + "TN": 525682, + "TP": 0, + "n_pred": 14, + "n_ref": 0 + }, + "14": { + "Dice": 0.9507797066117439, + "FN": 596, + "FP": 575, + "IoU": 0.906177389632241, + "TN": 513215, + "TP": 11310, + "n_pred": 11885, + "n_ref": 11906 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 525695, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "3": { + "Dice": 0.9446196435451419, + "FN": 3946, + "FP": 3816, + "IoU": 0.8950513791238507, + "TN": 451736, + "TP": 66198, + "n_pred": 70014, + "n_ref": 70144 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9878080893195702, + "FN": 1203, + "FP": 1575, + "IoU": 0.9759098831915503, + "TN": 410379, + "TP": 112539, + "n_pred": 114114, + "n_ref": 113742 + }, + "7": { + "Dice": 0.9042660396372186, + "FN": 551, + "FP": 589, + "IoU": 0.8252605763335377, + "TN": 519172, + "TP": 5384, + "n_pred": 5973, + "n_ref": 5935 + }, + "8": { + "Dice": 0.4025157232704403, + "FN": 181, + "FP": 9, + "IoU": 0.25196850393700787, + "TN": 525442, + "TP": 64, + "n_pred": 73, + "n_ref": 245 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 73, + "IoU": 0.0, + "TN": 525623, + "TP": 0, + "n_pred": 73, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0042.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0042.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0076.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0076.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 350458, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.00409626216077829, + "FN": 75, + "FP": 5760, + "IoU": 0.002052334530528476, + "TN": 344617, + "TP": 12, + "n_pred": 5772, + "n_ref": 87 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 116, + "IoU": 0.0, + "TN": 350348, + "TP": 0, + "n_pred": 116, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0077.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0077.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 150, + "FP": 0, + "IoU": 0.0, + "TN": 350314, + "TP": 0, + "n_pred": 0, + "n_ref": 150 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0081.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0081.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 47, + "IoU": 0.0, + "TN": 350417, + "TP": 0, + "n_pred": 47, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.5670995670995671, + "FN": 42, + "FP": 558, + "IoU": 0.3957703927492447, + "TN": 349471, + "TP": 393, + "n_pred": 951, + "n_ref": 435 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0086.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0086.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 334, + "IoU": 0.0, + "TN": 525362, + "TP": 0, + "n_pred": 334, + "n_ref": 0 + }, + "10": { + "Dice": 0.6521233167704158, + "FN": 15858, + "FP": 2975, + "IoU": 0.4838152665478964, + "TN": 489211, + "TP": 17652, + "n_pred": 20627, + "n_ref": 33510 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 240, + "IoU": 0.0, + "TN": 525456, + "TP": 0, + "n_pred": 240, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7830056577658705, + "FN": 25601, + "FP": 1208, + "IoU": 0.6433930139136449, + "TN": 450518, + "TP": 48369, + "n_pred": 49577, + "n_ref": 73970 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 21320, + "IoU": 0.0, + "TN": 504376, + "TP": 0, + "n_pred": 21320, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8625475311268823, + "FN": 5912, + "FP": 14114, + "IoU": 0.7583152305092928, + "TN": 442836, + "TP": 62834, + "n_pred": 76948, + "n_ref": 68746 + }, + "7": { + "Dice": 0.7623046995615389, + "FN": 2495, + "FP": 9052, + "IoU": 0.615906596148089, + "TN": 495633, + "TP": 18516, + "n_pred": 27568, + "n_ref": 21011 + }, + "8": { + "Dice": 0.9252445272473219, + "FN": 19, + "FP": 623, + "IoU": 0.8608884073672806, + "TN": 521081, + "TP": 3973, + "n_pred": 4596, + "n_ref": 3992 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0116.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0116.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6912298910223145, + "FN": 2584, + "FP": 986, + "IoU": 0.528152260111023, + "TN": 342898, + "TP": 3996, + "n_pred": 4982, + "n_ref": 6580 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.8282907405594178, + "FN": 3948, + "FP": 6574, + "IoU": 0.706908077994429, + "TN": 314564, + "TP": 25378, + "n_pred": 31952, + "n_ref": 29326 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0119.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0119.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7862796833773087, + "FN": 80, + "FP": 1, + "IoU": 0.6478260869565218, + "TN": 875930, + "TP": 149, + "n_pred": 150, + "n_ref": 229 + }, + "10": { + "Dice": 0.8385529288855414, + "FN": 1936, + "FP": 4709, + "IoU": 0.7219897916492344, + "TN": 852258, + "TP": 17257, + "n_pred": 21966, + "n_ref": 19193 + }, + "11": { + "Dice": 0.0, + "FN": 58, + "FP": 0, + "IoU": 0.0, + "TN": 876102, + "TP": 0, + "n_pred": 0, + "n_ref": 58 + }, + "12": { + "Dice": 0.0, + "FN": 116, + "FP": 6, + "IoU": 0.0, + "TN": 876038, + "TP": 0, + "n_pred": 6, + "n_ref": 116 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.959393166641454, + "FN": 719, + "FP": 1160, + "IoU": 0.9219554743312842, + "TN": 852084, + "TP": 22197, + "n_pred": 23357, + "n_ref": 22916 + }, + "4": { + "Dice": 0.6136480246280144, + "FN": 358, + "FP": 395, + "IoU": 0.44263508512213173, + "TN": 874809, + "TP": 598, + "n_pred": 993, + "n_ref": 956 + }, + "5": { + "Dice": 0.9020698864900957, + "FN": 697, + "FP": 183, + "IoU": 0.8216095682140685, + "TN": 871227, + "TP": 4053, + "n_pred": 4236, + "n_ref": 4750 + }, + "6": { + "Dice": 0.9418585292763899, + "FN": 3293, + "FP": 14518, + "IoU": 0.8901064322073114, + "TN": 714085, + "TP": 144264, + "n_pred": 158782, + "n_ref": 147557 + }, + "7": { + "Dice": 0.7356616591713712, + "FN": 1478, + "FP": 26148, + "IoU": 0.5818550584246533, + "TN": 810092, + "TP": 38442, + "n_pred": 64590, + "n_ref": 39920 + }, + "8": { + "Dice": 0.9651782338180194, + "FN": 661, + "FP": 352, + "IoU": 0.9326999734254584, + "TN": 861108, + "TP": 14039, + "n_pred": 14391, + "n_ref": 14700 + }, + "9": { + "Dice": 0.8375896339162159, + "FN": 5423, + "FP": 2323, + "IoU": 0.7205627705627705, + "TN": 848440, + "TP": 19974, + "n_pred": 22297, + "n_ref": 25397 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0131.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0131.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8809933253665219, + "FN": 870, + "FP": 3213, + "IoU": 0.7872994373827881, + "TN": 156036, + "TP": 15113, + "n_pred": 18326, + "n_ref": 15983 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.676430068882899, + "FN": 9088, + "FP": 1716, + "IoU": 0.5110648504321854, + "TN": 153135, + "TP": 11293, + "n_pred": 13009, + "n_ref": 20381 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.008791208791208791, + "FN": 11, + "FP": 440, + "IoU": 0.004415011037527594, + "TN": 174779, + "TP": 2, + "n_pred": 442, + "n_ref": 13 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.7687345854676532, + "FN": 249, + "FP": 970, + "IoU": 0.6243451463790447, + "TN": 171987, + "TP": 2026, + "n_pred": 2996, + "n_ref": 2275 + }, + "8": { + "Dice": 0.8834235120511559, + "FN": 1251, + "FP": 171, + "IoU": 0.7911894273127753, + "TN": 168422, + "TP": 5388, + "n_pred": 5559, + "n_ref": 6639 + }, + "9": { + "Dice": 0.9083718302369637, + "FN": 845, + "FP": 1912, + "IoU": 0.8321256774036412, + "TN": 158809, + "TP": 13666, + "n_pred": 15578, + "n_ref": 14511 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0166.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0166.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.6838694835320731, + "FN": 2014, + "FP": 6231, + "IoU": 0.5196061294645459, + "TN": 508533, + "TP": 8918, + "n_pred": 15149, + "n_ref": 10932 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9172317361038024, + "FN": 24181, + "FP": 3344, + "IoU": 0.8471173072650522, + "TN": 345656, + "TP": 152515, + "n_pred": 155859, + "n_ref": 176696 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 95, + "IoU": 0.0, + "TN": 525601, + "TP": 0, + "n_pred": 95, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0173.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0173.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6264020707506471, + "FN": 95, + "FP": 338, + "IoU": 0.45603015075376885, + "TN": 524900, + "TP": 363, + "n_pred": 701, + "n_ref": 458 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5300813008130081, + "FN": 271, + "FP": 18, + "IoU": 0.3606194690265487, + "TN": 525244, + "TP": 163, + "n_pred": 181, + "n_ref": 434 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9352159468438538, + "FN": 139, + "FP": 95, + "IoU": 0.8783151326053042, + "TN": 523773, + "TP": 1689, + "n_pred": 1784, + "n_ref": 1828 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.327645838136961, + "FN": 121, + "FP": 5711, + "IoU": 0.19591893009789052, + "TN": 518443, + "TP": 1421, + "n_pred": 7132, + "n_ref": 1542 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0180.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0180.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0181.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0181.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8237007246125576, + "FN": 1365, + "FP": 3720, + "IoU": 0.7002475831171894, + "TN": 158268, + "TP": 11879, + "n_pred": 15599, + "n_ref": 13244 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.43601977218998494, + "FN": 12612, + "FP": 509, + "IoU": 0.27878854504479744, + "TN": 157039, + "TP": 5072, + "n_pred": 5581, + "n_ref": 17684 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9336448974658555, + "FN": 706, + "FP": 941, + "IoU": 0.8755478313435091, + "TN": 161998, + "TP": 11587, + "n_pred": 12528, + "n_ref": 12293 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 45, + "IoU": 0.0, + "TN": 175187, + "TP": 0, + "n_pred": 45, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 97, + "FP": 0, + "IoU": 0.0, + "TN": 175135, + "TP": 0, + "n_pred": 0, + "n_ref": 97 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 7591, + "FP": 0, + "IoU": 0.0, + "TN": 167641, + "TP": 0, + "n_pred": 0, + "n_ref": 7591 + }, + "8": { + "Dice": 0.746031746031746, + "FN": 12, + "FP": 20, + "IoU": 0.5949367088607594, + "TN": 175153, + "TP": 47, + "n_pred": 67, + "n_ref": 59 + }, + "9": { + "Dice": 0.6629899546976561, + "FN": 1351, + "FP": 2071, + "IoU": 0.4958750736593989, + "TN": 168444, + "TP": 3366, + "n_pred": 5437, + "n_ref": 4717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0185.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0185.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6647727272727273, + "FN": 312, + "FP": 42, + "IoU": 0.4978723404255319, + "TN": 349759, + "TP": 351, + "n_pred": 393, + "n_ref": 663 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.560434964450021, + "FN": 1780, + "FP": 2424, + "IoU": 0.389308541545613, + "TN": 343580, + "TP": 2680, + "n_pred": 5104, + "n_ref": 4460 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.7592011976386182, + "FN": 7423, + "FP": 1102, + "IoU": 0.611864869786924, + "TN": 328500, + "TP": 13439, + "n_pred": 14541, + "n_ref": 20862 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 10, + "IoU": 0.0, + "TN": 350454, + "TP": 0, + "n_pred": 10, + "n_ref": 0 + }, + "6": { + "Dice": 0.961445149935528, + "FN": 3986, + "FP": 2323, + "IoU": 0.925752886210914, + "TN": 265491, + "TP": 78664, + "n_pred": 80987, + "n_ref": 82650 + }, + "7": { + "Dice": 0.009387755102040816, + "FN": 74, + "FP": 19342, + "IoU": 0.004716013942997745, + "TN": 330956, + "TP": 92, + "n_pred": 19434, + "n_ref": 166 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0186.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0186.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0008504606661941885, + "FN": 7049, + "FP": 0, + "IoU": 0.0004254112308564946, + "TN": 343412, + "TP": 3, + "n_pred": 3, + "n_ref": 7052 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9621839493160681, + "FN": 2472, + "FP": 793, + "IoU": 0.9271237891165574, + "TN": 305662, + "TP": 41537, + "n_pred": 42330, + "n_ref": 44009 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0217.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0217.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 8419, + "IoU": 0.0, + "TN": 342045, + "TP": 0, + "n_pred": 8419, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.33380190311418684, + "FN": 760, + "FP": 11562, + "IoU": 0.2003374651177883, + "TN": 335055, + "TP": 3087, + "n_pred": 14649, + "n_ref": 3847 + }, + "7": { + "Dice": 0.0, + "FN": 5, + "FP": 0, + "IoU": 0.0, + "TN": 350459, + "TP": 0, + "n_pred": 0, + "n_ref": 5 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0224.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0224.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 701, + "IoU": 0.0, + "TN": 349763, + "TP": 0, + "n_pred": 701, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.2852173913043478, + "FN": 2481, + "FP": 396, + "IoU": 0.1663286004056795, + "TN": 347013, + "TP": 574, + "n_pred": 970, + "n_ref": 3055 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.5138928009278436, + "FN": 29209, + "FP": 130, + "IoU": 0.3457979352019087, + "TN": 305617, + "TP": 15508, + "n_pred": 15638, + "n_ref": 44717 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 21785, + "IoU": 0.0, + "TN": 328679, + "TP": 0, + "n_pred": 21785, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9236143511706085, + "FN": 5939, + "FP": 446, + "IoU": 0.8580701091426413, + "TN": 305477, + "TP": 38602, + "n_pred": 39048, + "n_ref": 44541 + }, + "7": { + "Dice": 7.4000074000074e-05, + "FN": 26961, + "FP": 64, + "IoU": 3.700140605343003e-05, + "TN": 323438, + "TP": 1, + "n_pred": 65, + "n_ref": 26962 + }, + "8": { + "Dice": 0.17464788732394365, + "FN": 6, + "FP": 1166, + "IoU": 0.09567901234567901, + "TN": 349168, + "TP": 124, + "n_pred": 1290, + "n_ref": 130 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 707, + "IoU": 0.0, + "TN": 349757, + "TP": 0, + "n_pred": 707, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0235.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0235.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 7772, + "IoU": 0.0, + "TN": 868388, + "TP": 0, + "n_pred": 7772, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8542827475279442, + "FN": 2656, + "FP": 18815, + "IoU": 0.7456313900176521, + "TN": 791751, + "TP": 62938, + "n_pred": 81753, + "n_ref": 65594 + }, + "15": { + "Dice": 0.2520808561236623, + "FN": 3, + "FP": 1255, + "IoU": 0.14421768707482993, + "TN": 874690, + "TP": 212, + "n_pred": 1467, + "n_ref": 215 + }, + "2": { + "Dice": 0.7405703771849126, + "FN": 1679, + "FP": 13, + "IoU": 0.5880204528853178, + "TN": 872053, + "TP": 2415, + "n_pred": 2428, + "n_ref": 4094 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1511, + "IoU": 0.0, + "TN": 874649, + "TP": 0, + "n_pred": 1511, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 7380, + "IoU": 0.0, + "TN": 868780, + "TP": 0, + "n_pred": 7380, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8809182423012617, + "FN": 14398, + "FP": 33606, + "IoU": 0.7871795212824912, + "TN": 650599, + "TP": 177557, + "n_pred": 211163, + "n_ref": 191955 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 7328, + "IoU": 0.0, + "TN": 868832, + "TP": 0, + "n_pred": 7328, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0242.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0242.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.909065647794373, + "FN": 457, + "FP": 852, + "IoU": 0.8332908813041263, + "TN": 342612, + "TP": 6543, + "n_pred": 7395, + "n_ref": 7000 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 350463, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "12": { + "Dice": 0.7148213933293862, + "FN": 1254, + "FP": 191, + "IoU": 0.5562039312039312, + "TN": 347208, + "TP": 1811, + "n_pred": 2002, + "n_ref": 3065 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9678376268540203, + "FN": 293, + "FP": 943, + "IoU": 0.9376796248676449, + "TN": 330631, + "TP": 18597, + "n_pred": 19540, + "n_ref": 18890 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 92, + "IoU": 0.0, + "TN": 350372, + "TP": 0, + "n_pred": 92, + "n_ref": 0 + }, + "7": { + "Dice": 0.923949042623658, + "FN": 852, + "FP": 4085, + "IoU": 0.858648037335013, + "TN": 315537, + "TP": 29990, + "n_pred": 34075, + "n_ref": 30842 + }, + "8": { + "Dice": 0.9591189098375956, + "FN": 347, + "FP": 91, + "IoU": 0.9214490674318508, + "TN": 344888, + "TP": 5138, + "n_pred": 5229, + "n_ref": 5485 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0249.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0249.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8444673992413044, + "FN": 5187, + "FP": 3546, + "IoU": 0.7308036127123085, + "TN": 493255, + "TP": 23708, + "n_pred": 27254, + "n_ref": 28895 + }, + "11": { + "Dice": 0.0, + "FN": 11, + "FP": 0, + "IoU": 0.0, + "TN": 525685, + "TP": 0, + "n_pred": 0, + "n_ref": 11 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.39213939213939214, + "FN": 17214, + "FP": 7346, + "IoU": 0.2438889230958685, + "TN": 493214, + "TP": 7922, + "n_pred": 15268, + "n_ref": 25136 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8831168831168831, + "FN": 16, + "FP": 2, + "IoU": 0.7906976744186046, + "TN": 525610, + "TP": 68, + "n_pred": 70, + "n_ref": 84 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8245283018867925, + "FN": 65, + "FP": 121, + "IoU": 0.7014446227929374, + "TN": 525073, + "TP": 437, + "n_pred": 558, + "n_ref": 502 + }, + "7": { + "Dice": 0.6338231057332181, + "FN": 305, + "FP": 966, + "IoU": 0.4639392661324336, + "TN": 523325, + "TP": 1100, + "n_pred": 2066, + "n_ref": 1405 + }, + "8": { + "Dice": 0.9417974010847013, + "FN": 100, + "FP": 1499, + "IoU": 0.8899972482113374, + "TN": 511160, + "TP": 12937, + "n_pred": 14436, + "n_ref": 13037 + }, + "9": { + "Dice": 0.8702572898799313, + "FN": 350, + "FP": 3432, + "IoU": 0.770314587635127, + "TN": 509230, + "TP": 12684, + "n_pred": 16116, + "n_ref": 13034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0302.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0302.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8050621669626998, + "FN": 163, + "FP": 715, + "IoU": 0.6737272389446303, + "TN": 523005, + "TP": 1813, + "n_pred": 2528, + "n_ref": 1976 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8585436893203884, + "FN": 3550, + "FP": 2278, + "IoU": 0.7521476567151484, + "TN": 502182, + "TP": 17686, + "n_pred": 19964, + "n_ref": 21236 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9681510094016471, + "FN": 739, + "FP": 572, + "IoU": 0.9382681169656731, + "TN": 504459, + "TP": 19926, + "n_pred": 20498, + "n_ref": 20665 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.7990261177512173, + "FN": 1791, + "FP": 1841, + "IoU": 0.6653151492812385, + "TN": 514844, + "TP": 7220, + "n_pred": 9061, + "n_ref": 9011 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9722225007771683, + "FN": 1304, + "FP": 4236, + "IoU": 0.9459464733488794, + "TN": 423205, + "TP": 96951, + "n_pred": 101187, + "n_ref": 98255 + }, + "7": { + "Dice": 0.8982755279984499, + "FN": 2808, + "FP": 867, + "IoU": 0.8153359127682026, + "TN": 505795, + "TP": 16226, + "n_pred": 17093, + "n_ref": 19034 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 525692, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0336.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0336.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9468157954804839, + "FN": 7127, + "FP": 795, + "IoU": 0.8990030342436064, + "TN": 447258, + "TP": 70516, + "n_pred": 71311, + "n_ref": 77643 + }, + "10": { + "Dice": 0.5243549236440231, + "FN": 5493, + "FP": 1733, + "IoU": 0.35533945936301187, + "TN": 514487, + "TP": 3983, + "n_pred": 5716, + "n_ref": 9476 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7533219157857438, + "FN": 2309, + "FP": 1868, + "IoU": 0.604263382283278, + "TN": 515141, + "TP": 6378, + "n_pred": 8246, + "n_ref": 8687 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.932806115259969, + "FN": 5632, + "FP": 1998, + "IoU": 0.8740737073162681, + "TN": 465105, + "TP": 52961, + "n_pred": 54959, + "n_ref": 58593 + }, + "3": { + "Dice": 0.953172835452698, + "FN": 887, + "FP": 4390, + "IoU": 0.9105350603553506, + "TN": 466712, + "TP": 53707, + "n_pred": 58097, + "n_ref": 54594 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 525694, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8090642047838859, + "FN": 861, + "FP": 504, + "IoU": 0.6793516560958421, + "TN": 521439, + "TP": 2892, + "n_pred": 3396, + "n_ref": 3753 + }, + "7": { + "Dice": 0.8807042026729645, + "FN": 7308, + "FP": 3805, + "IoU": 0.7868377642229639, + "TN": 473562, + "TP": 41021, + "n_pred": 44826, + "n_ref": 48329 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9339137316976652, + "FN": 1471, + "FP": 533, + "IoU": 0.8760207869339273, + "TN": 509532, + "TP": 14160, + "n_pred": 14693, + "n_ref": 15631 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0390.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0390.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.421614694574968, + "FN": 43, + "FP": 2665, + "IoU": 0.2671177266576455, + "TN": 346769, + "TP": 987, + "n_pred": 3652, + "n_ref": 1030 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8148328351984431, + "FN": 3053, + "FP": 2275, + "IoU": 0.6875256583191601, + "TN": 333413, + "TP": 11723, + "n_pred": 13998, + "n_ref": 14776 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.1869033662703065, + "FN": 2150, + "FP": 2705, + "IoU": 0.10308516534269352, + "TN": 345051, + "TP": 558, + "n_pred": 3263, + "n_ref": 2708 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9642879673332684, + "FN": 2659, + "FP": 3568, + "IoU": 0.9310386834557073, + "TN": 260167, + "TP": 84070, + "n_pred": 87638, + "n_ref": 86729 + }, + "7": { + "Dice": 0.5152677612398343, + "FN": 28, + "FP": 6290, + "IoU": 0.34704423315419597, + "TN": 340788, + "TP": 3358, + "n_pred": 9648, + "n_ref": 3386 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.748653500897666, + "FN": 342, + "FP": 218, + "IoU": 0.5982783357245337, + "TN": 349070, + "TP": 834, + "n_pred": 1052, + "n_ref": 1176 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0392.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0392.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9569127516778524, + "FN": 2751, + "FP": 459, + "IoU": 0.9173851499163557, + "TN": 311609, + "TP": 35645, + "n_pred": 36104, + "n_ref": 38396 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8709319115850273, + "FN": 794, + "FP": 6178, + "IoU": 0.7713723561239547, + "TN": 319969, + "TP": 23523, + "n_pred": 29701, + "n_ref": 24317 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0402.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0402.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7890535917901939, + "FN": 185, + "FP": 0, + "IoU": 0.6516007532956686, + "TN": 700397, + "TP": 346, + "n_pred": 346, + "n_ref": 531 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8392752776154295, + "FN": 86, + "FP": 464, + "IoU": 0.7230614300100705, + "TN": 698942, + "TP": 1436, + "n_pred": 1900, + "n_ref": 1522 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.6282722513089005, + "FN": 327, + "FP": 99, + "IoU": 0.4580152671755725, + "TN": 700142, + "TP": 360, + "n_pred": 459, + "n_ref": 687 + }, + "2": { + "Dice": 0.7819823280829812, + "FN": 2268, + "FP": 2, + "IoU": 0.6420123008989118, + "TN": 694587, + "TP": 4071, + "n_pred": 4073, + "n_ref": 6339 + }, + "3": { + "Dice": 0.9678006771816345, + "FN": 1730, + "FP": 1665, + "IoU": 0.9376102616877389, + "TN": 646512, + "TP": 51021, + "n_pred": 52686, + "n_ref": 52751 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9641965029142381, + "FN": 2483, + "FP": 183, + "IoU": 0.9308681672025724, + "TN": 662364, + "TP": 35898, + "n_pred": 36081, + "n_ref": 38381 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 33, + "IoU": 0.0, + "TN": 700895, + "TP": 0, + "n_pred": 33, + "n_ref": 0 + }, + "8": { + "Dice": 0.9495939941780297, + "FN": 161, + "FP": 168, + "IoU": 0.9040256709451575, + "TN": 697500, + "TP": 3099, + "n_pred": 3267, + "n_ref": 3260 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0403.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0403.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8053704724212214, + "FN": 10702, + "FP": 953, + "IoU": 0.6741591881237944, + "TN": 665159, + "TP": 24114, + "n_pred": 25067, + "n_ref": 34816 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 700927, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "12": { + "Dice": 0.4286234965374803, + "FN": 4577, + "FP": 126, + "IoU": 0.2727694448739756, + "TN": 694461, + "TP": 1764, + "n_pred": 1890, + "n_ref": 6341 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 2590, + "IoU": 0.0, + "TN": 698338, + "TP": 0, + "n_pred": 2590, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.977865796831314, + "FN": 458, + "FP": 112, + "IoU": 0.9566902211078185, + "TN": 687767, + "TP": 12591, + "n_pred": 12703, + "n_ref": 13049 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 700922, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8497375949678861, + "FN": 376, + "FP": 7555, + "IoU": 0.7387336935037554, + "TN": 670572, + "TP": 22425, + "n_pred": 29980, + "n_ref": 22801 + }, + "7": { + "Dice": 0.20011661807580175, + "FN": 17183, + "FP": 23971, + "IoU": 0.1111831022418038, + "TN": 654626, + "TP": 5148, + "n_pred": 29119, + "n_ref": 22331 + }, + "8": { + "Dice": 0.930857669350639, + "FN": 3383, + "FP": 69, + "IoU": 0.8706583236539398, + "TN": 674239, + "TP": 23237, + "n_pred": 23306, + "n_ref": 26620 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0410.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2962779/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0410.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": 0.4649982894617242, + "FN": 1596.9320000000002, + "FP": 1359.5328888888887, + "IoU": 0.3955402264020288, + "TN": 458763.3768888889, + "TP": 5565.491555555554, + "n_pred": 6925.024444444444, + "n_ref": 7162.423555555555 + }, + "mean": { + "1": { + "Dice": 0.5029079009646807, + "FN": 1244.9466666666665, + "FP": 1386.9333333333334, + "IoU": 0.45296546754405564, + "TN": 458898.07333333325, + "TP": 5755.38, + "n_pred": 7142.3133333333335, + "n_ref": 7000.326666666666 + }, + "10": { + "Dice": 0.49193491649465965, + "FN": 1436.16, + "FP": 1172.8200000000002, + "IoU": 0.3952176781203389, + "TN": 461330.32666666666, + "TP": 3346.026666666667, + "n_pred": 4518.846666666666, + "n_ref": 4782.1866666666665 + }, + "11": { + "Dice": 0.04643385867810083, + "FN": 159.98666666666665, + "FP": 5.026666666666666, + "IoU": 0.030263090088013127, + "TN": 467111.6533333333, + "TP": 8.666666666666668, + "n_pred": 13.693333333333333, + "n_ref": 168.65333333333334 + }, + "12": { + "Dice": 0.2749397896244289, + "FN": 223.53999999999996, + "FP": 100.28666666666666, + "IoU": 0.1988063290439423, + "TN": 466754.1, + "TP": 207.40666666666667, + "n_pred": 307.6933333333333, + "n_ref": 430.9466666666666 + }, + "13": { + "Dice": 0.41258191919263193, + "FN": 2019.6333333333332, + "FP": 1129.84, + "IoU": 0.3172991259497211, + "TN": 461612.88, + "TP": 2522.9799999999996, + "n_pred": 3652.8200000000006, + "n_ref": 4542.613333333333 + }, + "14": { + "Dice": 0.551756347699705, + "FN": 2198.233333333333, + "FP": 767.1066666666668, + "IoU": 0.46377908318076233, + "TN": 460114.8866666666, + "TP": 4205.106666666667, + "n_pred": 4972.213333333333, + "n_ref": 6403.339999999999 + }, + "15": { + "Dice": 0.23823696887757304, + "FN": 1114.0866666666666, + "FP": 928.9466666666667, + "IoU": 0.17792414646206994, + "TN": 464268.98, + "TP": 973.32, + "n_pred": 1902.2666666666669, + "n_ref": 2087.4066666666668 + }, + "2": { + "Dice": 0.49229380380483495, + "FN": 1334.8333333333333, + "FP": 1022.5066666666668, + "IoU": 0.44065502562673214, + "TN": 460108.17333333334, + "TP": 4819.82, + "n_pred": 5842.326666666667, + "n_ref": 6154.653333333333 + }, + "3": { + "Dice": 0.5224195957944459, + "FN": 1541.3866666666668, + "FP": 1326.1933333333334, + "IoU": 0.475755047791507, + "TN": 457941.72000000003, + "TP": 6476.033333333333, + "n_pred": 7802.2266666666665, + "n_ref": 8017.420000000001 + }, + "4": { + "Dice": 0.40728434423873894, + "FN": 659.52, + "FP": 618.5733333333334, + "IoU": 0.3334221246643629, + "TN": 464558.9066666666, + "TP": 1448.3333333333335, + "n_pred": 2066.9066666666668, + "n_ref": 2107.8533333333335 + }, + "5": { + "Dice": 0.37223407288664717, + "FN": 389.38666666666666, + "FP": 197.53333333333333, + "IoU": 0.28400946096054425, + "TN": 466312.00666666665, + "TP": 386.40666666666664, + "n_pred": 583.9399999999999, + "n_ref": 775.7933333333333 + }, + "6": { + "Dice": 0.7288300941903053, + "FN": 4066.8199999999997, + "FP": 7534.719999999999, + "IoU": 0.6672989587758531, + "TN": 419658.7866666666, + "TP": 36025.00666666667, + "n_pred": 43559.72666666667, + "n_ref": 40091.82666666667 + }, + "7": { + "Dice": 0.44433637906954193, + "FN": 6295.04, + "FP": 2989.44, + "IoU": 0.37143066628191185, + "TN": 449810.35333333333, + "TP": 8190.5, + "n_pred": 11179.94, + "n_ref": 14485.540000000003 + }, + "8": { + "Dice": 0.8670495600223669, + "FN": 554.1933333333334, + "FP": 417.3066666666667, + "IoU": 0.7926818097754119, + "TN": 461112.7533333333, + "TP": 5201.08, + "n_pred": 5618.386666666667, + "n_ref": 5755.273333333334 + }, + "9": { + "Dice": 0.621734790387202, + "FN": 716.2133333333333, + "FP": 795.76, + "IoU": 0.5315953817652054, + "TN": 461857.05333333334, + "TP": 3916.3066666666664, + "n_pred": 4712.066666666666, + "n_ref": 4632.5199999999995 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/loop_002/summary_cross_val.json b/nnActive_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/loop_002/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..62d1a8705c4b14b9bf1acc634ff7d77dbf6f2e98 --- /dev/null +++ b/nnActive_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/loop_002/summary_cross_val.json @@ -0,0 +1,24396 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": 0.5298139979264865, + "FN": 1825.3200000000004, + "FP": 3384.26, + "IoU": 0.4521635896576397, + "TN": 760921.9044444445, + "TP": 10730.38222222222, + "n_pred": 14114.642222222223, + "n_ref": 12555.702222222224 + }, + "mean": { + "1": { + "Dice": 0.672386578455292, + "FN": 2300.3333333333335, + "FP": 2563.233333333333, + "IoU": 0.6156261973197994, + "TN": 749541.1333333333, + "TP": 22457.166666666668, + "n_pred": 25020.4, + "n_ref": 24757.5 + }, + "10": { + "Dice": 0.5180051338383682, + "FN": 1612.2, + "FP": 1603.1333333333334, + "IoU": 0.4099005174141511, + "TN": 769364.9, + "TP": 4281.633333333333, + "n_pred": 5884.766666666666, + "n_ref": 5893.833333333333 + }, + "11": { + "Dice": 0.2836776227733794, + "FN": 51.166666666666664, + "FP": 78.13333333333334, + "IoU": 0.21137618185766105, + "TN": 776641.8666666667, + "TP": 90.7, + "n_pred": 168.83333333333334, + "n_ref": 141.86666666666667 + }, + "12": { + "Dice": 0.26668803317580436, + "FN": 349.46666666666664, + "FP": 73.26666666666667, + "IoU": 0.192353249498111, + "TN": 776228.0, + "TP": 211.13333333333333, + "n_pred": 284.4, + "n_ref": 560.6 + }, + "13": { + "Dice": 0.4482728936091309, + "FN": 2845.9, + "FP": 3411.5666666666666, + "IoU": 0.3360640414170436, + "TN": 765410.7, + "TP": 5193.7, + "n_pred": 8605.266666666666, + "n_ref": 8039.6 + }, + "14": { + "Dice": 0.48749110488906716, + "FN": 850.9333333333333, + "FP": 5381.266666666666, + "IoU": 0.4046786840201291, + "TN": 766294.1333333333, + "TP": 4335.533333333334, + "n_pred": 9716.8, + "n_ref": 5186.466666666666 + }, + "15": { + "Dice": 0.21783862190174097, + "FN": 1470.7, + "FP": 3559.4, + "IoU": 0.16277809763199047, + "TN": 769444.9666666667, + "TP": 2386.8, + "n_pred": 5946.2, + "n_ref": 3857.5 + }, + "2": { + "Dice": 0.5291099674716827, + "FN": 972.1333333333333, + "FP": 5185.833333333333, + "IoU": 0.46800815411576624, + "TN": 759852.9333333333, + "TP": 10850.966666666667, + "n_pred": 16036.8, + "n_ref": 11823.1 + }, + "3": { + "Dice": 0.695219679810338, + "FN": 4098.8, + "FP": 1867.0666666666666, + "IoU": 0.6248792819056481, + "TN": 752112.6666666666, + "TP": 18783.333333333332, + "n_pred": 20650.4, + "n_ref": 22882.133333333335 + }, + "4": { + "Dice": 0.5808476722279212, + "FN": 2247.766666666667, + "FP": 511.96666666666664, + "IoU": 0.4843016046088579, + "TN": 768767.5666666667, + "TP": 5334.566666666667, + "n_pred": 5846.533333333334, + "n_ref": 7582.333333333333 + }, + "5": { + "Dice": 0.4164562712567638, + "FN": 858.3666666666667, + "FP": 294.8666666666667, + "IoU": 0.32915702914031114, + "TN": 774083.3666666667, + "TP": 1625.2666666666667, + "n_pred": 1920.1333333333334, + "n_ref": 2483.633333333333 + }, + "6": { + "Dice": 0.7125389080033204, + "FN": 1515.3333333333333, + "FP": 19794.566666666666, + "IoU": 0.6516581841172701, + "TN": 707536.8, + "TP": 48015.166666666664, + "n_pred": 67809.73333333334, + "n_ref": 49530.5 + }, + "7": { + "Dice": 0.5469432748029579, + "FN": 5268.5, + "FP": 4775.633333333333, + "IoU": 0.46812768269769456, + "TN": 751613.6, + "TP": 15204.133333333333, + "n_pred": 19979.766666666666, + "n_ref": 20472.633333333335 + }, + "8": { + "Dice": 0.8331224549800348, + "FN": 952.6, + "FP": 738.5666666666667, + "IoU": 0.7866995339023156, + "TN": 760278.3666666667, + "TP": 14892.333333333334, + "n_pred": 15630.9, + "n_ref": 15844.933333333332 + }, + "9": { + "Dice": 0.7386117517014941, + "FN": 1985.6, + "FP": 925.4, + "IoU": 0.6368454052178456, + "TN": 766657.5666666667, + "TP": 7293.3, + "n_pred": 8218.7, + "n_ref": 9278.9 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9224368918347201, + "FN": 543, + "FP": 557, + "IoU": 0.8560397853684073, + "TN": 518055, + "TP": 6541, + "n_pred": 7098, + "n_ref": 7084 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 26, + "FP": 0, + "IoU": 0.0, + "TN": 525670, + "TP": 0, + "n_pred": 0, + "n_ref": 26 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 6701, + "IoU": 0.0, + "TN": 518995, + "TP": 0, + "n_pred": 6701, + "n_ref": 0 + }, + "3": { + "Dice": 0.893795761078998, + "FN": 12407, + "FP": 4129, + "IoU": 0.807984393506584, + "TN": 439578, + "TP": 69582, + "n_pred": 73711, + "n_ref": 81989 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 44, + "IoU": 0.0, + "TN": 525652, + "TP": 0, + "n_pred": 44, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0001.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0001.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9423550039155353, + "FN": 16496, + "FP": 140, + "IoU": 0.8909936768993874, + "TN": 898777, + "TP": 135979, + "n_pred": 136119, + "n_ref": 152475 + }, + "10": { + "Dice": 0.8283177935346994, + "FN": 2285, + "FP": 790, + "IoU": 0.7069474888020585, + "TN": 1040899, + "TP": 7418, + "n_pred": 8208, + "n_ref": 9703 + }, + "11": { + "Dice": 0.7475862068965518, + "FN": 148, + "FP": 35, + "IoU": 0.5969162995594713, + "TN": 1050938, + "TP": 271, + "n_pred": 306, + "n_ref": 419 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8121528912120222, + "FN": 1107, + "FP": 5793, + "IoU": 0.6837183718371838, + "TN": 1029576, + "TP": 14916, + "n_pred": 20709, + "n_ref": 16023 + }, + "14": { + "Dice": 0.5673666958874871, + "FN": 11300, + "FP": 51, + "IoU": 0.3960306480791742, + "TN": 1032598, + "TP": 7443, + "n_pred": 7494, + "n_ref": 18743 + }, + "15": { + "Dice": 0.3224932249322493, + "FN": 488, + "FP": 12, + "IoU": 0.19224555735056542, + "TN": 1050773, + "TP": 119, + "n_pred": 131, + "n_ref": 607 + }, + "2": { + "Dice": 0.8174037981009495, + "FN": 519, + "FP": 5327, + "IoU": 0.6911943373303048, + "TN": 1032461, + "TP": 13085, + "n_pred": 18412, + "n_ref": 13604 + }, + "3": { + "Dice": 0.6036877999494822, + "FN": 3536, + "FP": 1171, + "IoU": 0.43234442836468884, + "TN": 1043100, + "TP": 3585, + "n_pred": 4756, + "n_ref": 7121 + }, + "4": { + "Dice": 0.6421759095725892, + "FN": 1863, + "FP": 163, + "IoU": 0.47294484911550466, + "TN": 1047548, + "TP": 1818, + "n_pred": 1981, + "n_ref": 3681 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8320845837390941, + "FN": 2448, + "FP": 14450, + "IoU": 0.7124527788176837, + "TN": 992626, + "TP": 41868, + "n_pred": 56318, + "n_ref": 44316 + }, + "7": { + "Dice": 0.8733153638814016, + "FN": 45, + "FP": 2, + "IoU": 0.7751196172248804, + "TN": 1051183, + "TP": 162, + "n_pred": 164, + "n_ref": 207 + }, + "8": { + "Dice": 0.0, + "FN": 1476, + "FP": 5, + "IoU": 0.0, + "TN": 1049911, + "TP": 0, + "n_pred": 5, + "n_ref": 1476 + }, + "9": { + "Dice": 0.8053898829246742, + "FN": 746, + "FP": 135, + "IoU": 0.6741863905325444, + "TN": 1048688, + "TP": 1823, + "n_pred": 1958, + "n_ref": 2569 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0007.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0007.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9674928739620771, + "FN": 1735, + "FP": 3511, + "IoU": 0.937032635963175, + "TN": 267151, + "TP": 78067, + "n_pred": 81578, + "n_ref": 79802 + }, + "10": { + "Dice": 0.8633187487755501, + "FN": 539, + "FP": 1554, + "IoU": 0.7595082155578536, + "TN": 341761, + "TP": 6610, + "n_pred": 8164, + "n_ref": 7149 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6334519572953736, + "FN": 96, + "FP": 7, + "IoU": 0.4635416666666667, + "TN": 350272, + "TP": 89, + "n_pred": 96, + "n_ref": 185 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.952360522386779, + "FN": 1066, + "FP": 4486, + "IoU": 0.9090536799515128, + "TN": 289417, + "TP": 55495, + "n_pred": 59981, + "n_ref": 56561 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.9375910758253354, + "FN": 150, + "FP": 2334, + "IoU": 0.8825143073357612, + "TN": 329321, + "TP": 18659, + "n_pred": 20993, + "n_ref": 18809 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0014.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0014.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 5003, + "IoU": 0.0, + "TN": 520693, + "TP": 0, + "n_pred": 5003, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 2167, + "IoU": 0.0, + "TN": 523529, + "TP": 0, + "n_pred": 2167, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.4235683861807856, + "FN": 11661, + "FP": 519, + "IoU": 0.26868808165716, + "TN": 509041, + "TP": 4475, + "n_pred": 4994, + "n_ref": 16136 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 4344, + "IoU": 0.0, + "TN": 521352, + "TP": 0, + "n_pred": 4344, + "n_ref": 0 + }, + "7": { + "Dice": 0.3798178310225692, + "FN": 27430, + "FP": 214, + "IoU": 0.23442908970062865, + "TN": 489587, + "TP": 8465, + "n_pred": 8679, + "n_ref": 35895 + }, + "8": { + "Dice": 0.9425457286140824, + "FN": 2723, + "FP": 1241, + "IoU": 0.8913347405356506, + "TN": 489217, + "TP": 32515, + "n_pred": 33756, + "n_ref": 35238 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 2473, + "IoU": 0.0, + "TN": 523223, + "TP": 0, + "n_pred": 2473, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0017.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0017.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8528686149515688, + "FN": 17095, + "FP": 677, + "IoU": 0.7434794532411484, + "TN": 806879, + "TP": 51509, + "n_pred": 52186, + "n_ref": 68604 + }, + "10": { + "Dice": 0.1681169509223808, + "FN": 2240, + "FP": 2540, + "IoU": 0.09177275318259548, + "TN": 870897, + "TP": 483, + "n_pred": 3023, + "n_ref": 2723 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 554, + "IoU": 0.0, + "TN": 875606, + "TP": 0, + "n_pred": 554, + "n_ref": 0 + }, + "12": { + "Dice": 0.5915027277235907, + "FN": 1436, + "FP": 1035, + "IoU": 0.41995305164319247, + "TN": 871900, + "TP": 1789, + "n_pred": 2824, + "n_ref": 3225 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 820, + "IoU": 0.0, + "TN": 875340, + "TP": 0, + "n_pred": 820, + "n_ref": 0 + }, + "14": { + "Dice": 0.9556280950667421, + "FN": 10145, + "FP": 213, + "IoU": 0.9150266208356235, + "TN": 754263, + "TP": 111539, + "n_pred": 111752, + "n_ref": 121684 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 2308, + "IoU": 0.0, + "TN": 873852, + "TP": 0, + "n_pred": 2308, + "n_ref": 0 + }, + "3": { + "Dice": 0.9288383849294649, + "FN": 4655, + "FP": 1933, + "IoU": 0.8671318798781841, + "TN": 826577, + "TP": 42995, + "n_pred": 44928, + "n_ref": 47650 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 13853, + "IoU": 0.0, + "TN": 862307, + "TP": 0, + "n_pred": 13853, + "n_ref": 0 + }, + "7": { + "Dice": 0.21916461916461916, + "FN": 473, + "FP": 2705, + "IoU": 0.12306843267108168, + "TN": 872536, + "TP": 446, + "n_pred": 3151, + "n_ref": 919 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0019.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0019.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9721920730566264, + "FN": 3398, + "FP": 1803, + "IoU": 0.9458888646129197, + "TN": 955275, + "TP": 90916, + "n_pred": 92719, + "n_ref": 94314 + }, + "10": { + "Dice": 0.0, + "FN": 162, + "FP": 10, + "IoU": 0.0, + "TN": 1051220, + "TP": 0, + "n_pred": 10, + "n_ref": 162 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 4074, + "IoU": 0.0, + "TN": 1047318, + "TP": 0, + "n_pred": 4074, + "n_ref": 0 + }, + "3": { + "Dice": 0.5762140733399406, + "FN": 3973, + "FP": 303, + "IoU": 0.40470555478212444, + "TN": 1044209, + "TP": 2907, + "n_pred": 3210, + "n_ref": 6880 + }, + "4": { + "Dice": 0.8601096608277937, + "FN": 1532, + "FP": 1351, + "IoU": 0.7545547420398433, + "TN": 1039646, + "TP": 8863, + "n_pred": 10214, + "n_ref": 10395 + }, + "5": { + "Dice": 0.6041092988773565, + "FN": 4618, + "FP": 2858, + "IoU": 0.43277693474962065, + "TN": 1038212, + "TP": 5704, + "n_pred": 8562, + "n_ref": 10322 + }, + "6": { + "Dice": 0.8138379204892966, + "FN": 2354, + "FP": 31736, + "IoU": 0.6861102159200774, + "TN": 942787, + "TP": 74515, + "n_pred": 106251, + "n_ref": 76869 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 913, + "IoU": 0.0, + "TN": 1050479, + "TP": 0, + "n_pred": 913, + "n_ref": 0 + }, + "8": { + "Dice": 0.9432928337713136, + "FN": 7226, + "FP": 4923, + "IoU": 0.8926719378064402, + "TN": 938197, + "TP": 101046, + "n_pred": 105969, + "n_ref": 108272 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0044.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0044.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 33177, + "IoU": 0.0, + "TN": 1018215, + "TP": 0, + "n_pred": 33177, + "n_ref": 0 + }, + "10": { + "Dice": 0.42685447446987673, + "FN": 3382, + "FP": 4105, + "IoU": 0.271338199513382, + "TN": 1041117, + "TP": 2788, + "n_pred": 6893, + "n_ref": 6170 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 2003, + "FP": 0, + "IoU": 0.0, + "TN": 1049389, + "TP": 0, + "n_pred": 0, + "n_ref": 2003 + }, + "13": { + "Dice": 0.5498616974814383, + "FN": 22678, + "FP": 2058, + "IoU": 0.3791787973095071, + "TN": 1011548, + "TP": 15108, + "n_pred": 17166, + "n_ref": 37786 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9058052015798495, + "FN": 1758, + "FP": 3298, + "IoU": 0.827828100524416, + "TN": 1022026, + "TP": 24310, + "n_pred": 27608, + "n_ref": 26068 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1017, + "IoU": 0.0, + "TN": 1050375, + "TP": 0, + "n_pred": 1017, + "n_ref": 0 + }, + "5": { + "Dice": 0.764950072927185, + "FN": 4627, + "FP": 1658, + "IoU": 0.6193677325581395, + "TN": 1034880, + "TP": 10227, + "n_pred": 11885, + "n_ref": 14854 + }, + "6": { + "Dice": 0.8879481260835002, + "FN": 2054, + "FP": 9645, + "IoU": 0.7984772535441752, + "TN": 993339, + "TP": 46354, + "n_pred": 55999, + "n_ref": 48408 + }, + "7": { + "Dice": 0.7287566695343249, + "FN": 41531, + "FP": 19320, + "IoU": 0.5732629246262168, + "TN": 908796, + "TP": 81745, + "n_pred": 101065, + "n_ref": 123276 + }, + "8": { + "Dice": 0.9229287399868364, + "FN": 3182, + "FP": 1619, + "IoU": 0.8568873520732108, + "TN": 1017845, + "TP": 28746, + "n_pred": 30365, + "n_ref": 31928 + }, + "9": { + "Dice": 0.602849728247564, + "FN": 13274, + "FP": 2948, + "IoU": 0.4314852456718301, + "TN": 1022858, + "TP": 12312, + "n_pred": 15260, + "n_ref": 25586 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0057.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0057.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 400, + "IoU": 0.0, + "TN": 525296, + "TP": 0, + "n_pred": 400, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.5668723204015477, + "FN": 7605, + "FP": 679, + "IoU": 0.39554906968259756, + "TN": 511991, + "TP": 5421, + "n_pred": 6100, + "n_ref": 13026 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 7897, + "IoU": 0.0, + "TN": 517799, + "TP": 0, + "n_pred": 7897, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9410427544715725, + "FN": 3423, + "FP": 3476, + "IoU": 0.8886503760612028, + "TN": 463738, + "TP": 55059, + "n_pred": 58535, + "n_ref": 58482 + }, + "7": { + "Dice": 0.8923566396485115, + "FN": 8485, + "FP": 1462, + "IoU": 0.8056353440021885, + "TN": 474519, + "TP": 41230, + "n_pred": 42692, + "n_ref": 49715 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0059.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0059.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 577, + "FP": 2489, + "IoU": 0.0, + "TN": 522630, + "TP": 0, + "n_pred": 2489, + "n_ref": 577 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5818527394430212, + "FN": 7948, + "FP": 2172, + "IoU": 0.4102907755958278, + "TN": 508535, + "TP": 7041, + "n_pred": 9213, + "n_ref": 14989 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.93824, + "FN": 813, + "FP": 1503, + "IoU": 0.8836648583484027, + "TN": 505788, + "TP": 17592, + "n_pred": 19095, + "n_ref": 18405 + }, + "9": { + "Dice": 0.6085252327290543, + "FN": 1139, + "FP": 459, + "IoU": 0.4373239436619718, + "TN": 522856, + "TP": 1242, + "n_pred": 1701, + "n_ref": 2381 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0075.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0075.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0076.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0076.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.70625, + "FN": 94, + "FP": 0, + "IoU": 0.5458937198067633, + "TN": 1051185, + "TP": 113, + "n_pred": 113, + "n_ref": 207 + }, + "10": { + "Dice": 0.7053963335915311, + "FN": 4466, + "FP": 98, + "IoU": 0.5448743518149183, + "TN": 1041364, + "TP": 5464, + "n_pred": 5562, + "n_ref": 9930 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7343651054991261, + "FN": 1936, + "FP": 8551, + "IoU": 0.5802345595004603, + "TN": 1026409, + "TP": 14496, + "n_pred": 23047, + "n_ref": 16432 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 99, + "IoU": 0.0, + "TN": 1051293, + "TP": 0, + "n_pred": 99, + "n_ref": 0 + }, + "3": { + "Dice": 0.9657396982172123, + "FN": 4553, + "FP": 3328, + "IoU": 0.9337491698681036, + "TN": 932435, + "TP": 111076, + "n_pred": 114404, + "n_ref": 115629 + }, + "4": { + "Dice": 0.843753218663096, + "FN": 86, + "FP": 1431, + "IoU": 0.7297345448066987, + "TN": 1045779, + "TP": 4096, + "n_pred": 5527, + "n_ref": 4182 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9586870812471276, + "FN": 1370, + "FP": 2046, + "IoU": 0.9206522496573831, + "TN": 1008341, + "TP": 39635, + "n_pred": 41681, + "n_ref": 41005 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 3513, + "IoU": 0.0, + "TN": 1047879, + "TP": 0, + "n_pred": 3513, + "n_ref": 0 + }, + "8": { + "Dice": 0.7860359493476001, + "FN": 687, + "FP": 4872, + "IoU": 0.6474952441344325, + "TN": 1035622, + "TP": 10211, + "n_pred": 15083, + "n_ref": 10898 + }, + "9": { + "Dice": 0.7849290997507253, + "FN": 4992, + "FP": 271, + "IoU": 0.6459944844286003, + "TN": 1036525, + "TP": 9604, + "n_pred": 9875, + "n_ref": 14596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0098.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0098.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8307505698810047, + "FN": 2924, + "FP": 5169, + "IoU": 0.7104990162761581, + "TN": 1198669, + "TP": 19862, + "n_pred": 25031, + "n_ref": 22786 + }, + "11": { + "Dice": 0.5375494071146245, + "FN": 112, + "FP": 5, + "IoU": 0.3675675675675676, + "TN": 1226439, + "TP": 68, + "n_pred": 73, + "n_ref": 180 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 14, + "IoU": 0.0, + "TN": 1226610, + "TP": 0, + "n_pred": 14, + "n_ref": 0 + }, + "13": { + "Dice": 0.7756793591633522, + "FN": 6338, + "FP": 1727, + "IoU": 0.6335589985914853, + "TN": 1204615, + "TP": 13944, + "n_pred": 15671, + "n_ref": 20282 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.6189376443418014, + "FN": 18, + "FP": 807, + "IoU": 0.44816053511705684, + "TN": 1225129, + "TP": 670, + "n_pred": 1477, + "n_ref": 688 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 972, + "IoU": 0.0, + "TN": 1225652, + "TP": 0, + "n_pred": 972, + "n_ref": 0 + }, + "6": { + "Dice": 0.9763605412330426, + "FN": 900, + "FP": 4488, + "IoU": 0.9538129200384036, + "TN": 1109968, + "TP": 111268, + "n_pred": 115756, + "n_ref": 112168 + }, + "7": { + "Dice": 0.9751703073253599, + "FN": 668, + "FP": 779, + "IoU": 0.9515437679994642, + "TN": 1196762, + "TP": 28415, + "n_pred": 29194, + "n_ref": 29083 + }, + "8": { + "Dice": 0.9812524615990548, + "FN": 128, + "FP": 348, + "IoU": 0.9631949277043222, + "TN": 1213691, + "TP": 12457, + "n_pred": 12805, + "n_ref": 12585 + }, + "9": { + "Dice": 0.9060136054421769, + "FN": 1067, + "FP": 2387, + "IoU": 0.8281763008655855, + "TN": 1206522, + "TP": 16648, + "n_pred": 19035, + "n_ref": 17715 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0147.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0147.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0156.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0156.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7045123726346434, + "FN": 20, + "FP": 183, + "IoU": 0.5438202247191011, + "TN": 525251, + "TP": 242, + "n_pred": 425, + "n_ref": 262 + }, + "6": { + "Dice": 0.7200463331644104, + "FN": 3416, + "FP": 451, + "IoU": 0.5625565610859729, + "TN": 516856, + "TP": 4973, + "n_pred": 5424, + "n_ref": 8389 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9247344693206999, + "FN": 412, + "FP": 1558, + "IoU": 0.8600056850483229, + "TN": 511624, + "TP": 12102, + "n_pred": 13660, + "n_ref": 12514 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0161.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0161.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8561647587226817, + "FN": 352, + "FP": 4900, + "IoU": 0.7485035674950917, + "TN": 154349, + "TP": 15631, + "n_pred": 20531, + "n_ref": 15983 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7027246376811594, + "FN": 8259, + "FP": 1997, + "IoU": 0.5416927339351149, + "TN": 152854, + "TP": 12122, + "n_pred": 14119, + "n_ref": 20381 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.02830188679245283, + "FN": 4, + "FP": 614, + "IoU": 0.014354066985645933, + "TN": 174605, + "TP": 9, + "n_pred": 623, + "n_ref": 13 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 175228, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.6142395730936666, + "FN": 88, + "FP": 2659, + "IoU": 0.44325091203891365, + "TN": 170298, + "TP": 2187, + "n_pred": 4846, + "n_ref": 2275 + }, + "8": { + "Dice": 0.8909151193633952, + "FN": 1265, + "FP": 51, + "IoU": 0.803288490284006, + "TN": 168542, + "TP": 5374, + "n_pred": 5425, + "n_ref": 6639 + }, + "9": { + "Dice": 0.9074927858303758, + "FN": 831, + "FP": 1958, + "IoU": 0.8306515271115429, + "TN": 158763, + "TP": 13680, + "n_pred": 15638, + "n_ref": 14511 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0166.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0166.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9232839103679034, + "FN": 7211, + "FP": 12461, + "IoU": 0.8574998732334171, + "TN": 562879, + "TP": 118377, + "n_pred": 130838, + "n_ref": 125588 + }, + "10": { + "Dice": 0.7657116451016636, + "FN": 923, + "FP": 91, + "IoU": 0.6203669037813553, + "TN": 698257, + "TP": 1657, + "n_pred": 1748, + "n_ref": 2580 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 504, + "IoU": 0.0, + "TN": 700424, + "TP": 0, + "n_pred": 504, + "n_ref": 0 + }, + "12": { + "Dice": 0.15253703120075637, + "FN": 2689, + "FP": 0, + "IoU": 0.08256567724326168, + "TN": 697997, + "TP": 242, + "n_pred": 242, + "n_ref": 2931 + }, + "13": { + "Dice": 0.39279869067103107, + "FN": 5851, + "FP": 1198, + "IoU": 0.24439918533604887, + "TN": 691599, + "TP": 2280, + "n_pred": 3478, + "n_ref": 8131 + }, + "14": { + "Dice": 0.8443689432840431, + "FN": 3384, + "FP": 647, + "IoU": 0.730656153948951, + "TN": 685962, + "TP": 10935, + "n_pred": 11582, + "n_ref": 14319 + }, + "15": { + "Dice": 0.7666748892630766, + "FN": 42677, + "FP": 833, + "IoU": 0.6216324329965042, + "TN": 585934, + "TP": 71484, + "n_pred": 72317, + "n_ref": 114161 + }, + "2": { + "Dice": 0.9332244707529014, + "FN": 3970, + "FP": 5190, + "IoU": 0.8748086595232889, + "TN": 627760, + "TP": 64008, + "n_pred": 69198, + "n_ref": 67978 + }, + "3": { + "Dice": 0.9495229177093593, + "FN": 5983, + "FP": 6523, + "IoU": 0.9038968424126457, + "TN": 570797, + "TP": 117625, + "n_pred": 124148, + "n_ref": 123608 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8975540588443814, + "FN": 117, + "FP": 172, + "IoU": 0.8141479099678457, + "TN": 699373, + "TP": 1266, + "n_pred": 1438, + "n_ref": 1383 + }, + "7": { + "Dice": 0.8574660633484162, + "FN": 141, + "FP": 615, + "IoU": 0.7504950495049505, + "TN": 697898, + "TP": 2274, + "n_pred": 2889, + "n_ref": 2415 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8582817869415807, + "FN": 583, + "FP": 448, + "IoU": 0.7517457259812184, + "TN": 696775, + "TP": 3122, + "n_pred": 3570, + "n_ref": 3705 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0172.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0172.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1930, + "IoU": 0.0, + "TN": 698998, + "TP": 0, + "n_pred": 1930, + "n_ref": 0 + }, + "10": { + "Dice": 0.6725896676538335, + "FN": 66, + "FP": 929, + "IoU": 0.5066931085770947, + "TN": 698911, + "TP": 1022, + "n_pred": 1951, + "n_ref": 1088 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.37359309544238634, + "FN": 12078, + "FP": 333, + "IoU": 0.22970456802383316, + "TN": 684816, + "TP": 3701, + "n_pred": 4034, + "n_ref": 15779 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9605895429769011, + "FN": 5328, + "FP": 3341, + "IoU": 0.9241676726324813, + "TN": 586610, + "TP": 105649, + "n_pred": 108990, + "n_ref": 110977 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 109, + "IoU": 0.0, + "TN": 700819, + "TP": 0, + "n_pred": 109, + "n_ref": 0 + }, + "4": { + "Dice": 0.7460142020076612, + "FN": 31808, + "FP": 1742, + "IoU": 0.594914394726039, + "TN": 618106, + "TP": 49272, + "n_pred": 51014, + "n_ref": 81080 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 27, + "IoU": 0.0, + "TN": 700901, + "TP": 0, + "n_pred": 27, + "n_ref": 0 + }, + "6": { + "Dice": 0.6985672287132598, + "FN": 3012, + "FP": 40769, + "IoU": 0.5367678178432368, + "TN": 606416, + "TP": 50731, + "n_pred": 91500, + "n_ref": 53743 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 53565, + "IoU": 0.0, + "TN": 647363, + "TP": 0, + "n_pred": 53565, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 700926, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "9": { + "Dice": 0.6759581881533101, + "FN": 14, + "FP": 172, + "IoU": 0.5105263157894737, + "TN": 700548, + "TP": 194, + "n_pred": 366, + "n_ref": 208 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0175.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0175.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9106764669241311, + "FN": 291, + "FP": 1143, + "IoU": 0.8360018298261666, + "TN": 341720, + "TP": 7310, + "n_pred": 8453, + "n_ref": 7601 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9930018939686522, + "FN": 1266, + "FP": 999, + "IoU": 0.9861010542335022, + "TN": 187502, + "TP": 160697, + "n_pred": 161696, + "n_ref": 161963 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0179.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0179.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6583541147132169, + "FN": 62, + "FP": 349, + "IoU": 0.49070631970260226, + "TN": 875353, + "TP": 396, + "n_pred": 745, + "n_ref": 458 + }, + "11": { + "Dice": 0.5555555555555556, + "FN": 29, + "FP": 11, + "IoU": 0.38461538461538464, + "TN": 876095, + "TP": 25, + "n_pred": 36, + "n_ref": 54 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.29866117404737386, + "FN": 289, + "FP": 392, + "IoU": 0.17554479418886199, + "TN": 875334, + "TP": 145, + "n_pred": 537, + "n_ref": 434 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9217638691322901, + "FN": 208, + "FP": 67, + "IoU": 0.8548812664907651, + "TN": 874265, + "TP": 1620, + "n_pred": 1687, + "n_ref": 1828 + }, + "4": { + "Dice": 0.8770201347780668, + "FN": 11672, + "FP": 336, + "IoU": 0.7809758321933424, + "TN": 821335, + "TP": 42817, + "n_pred": 43153, + "n_ref": 54489 + }, + "5": { + "Dice": 0.4605211979774407, + "FN": 1358, + "FP": 29, + "IoU": 0.2991409802930773, + "TN": 874181, + "TP": 592, + "n_pred": 621, + "n_ref": 1950 + }, + "6": { + "Dice": 0.9096508815808512, + "FN": 5623, + "FP": 11861, + "IoU": 0.8342748815165877, + "TN": 770660, + "TP": 88016, + "n_pred": 99877, + "n_ref": 93639 + }, + "7": { + "Dice": 0.19677317304650427, + "FN": 298, + "FP": 9858, + "IoU": 0.10912280701754386, + "TN": 864760, + "TP": 1244, + "n_pred": 11102, + "n_ref": 1542 + }, + "8": { + "Dice": 0.9483734359961501, + "FN": 208, + "FP": 1133, + "IoU": 0.9018157856201494, + "TN": 862502, + "TP": 12317, + "n_pred": 13450, + "n_ref": 12525 + }, + "9": { + "Dice": 0.7992841982604353, + "FN": 6924, + "FP": 2722, + "IoU": 0.6656730902537086, + "TN": 847308, + "TP": 19206, + "n_pred": 21928, + "n_ref": 26130 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0180.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0180.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9638114607010408, + "FN": 755, + "FP": 455, + "IoU": 0.9301506667436357, + "TN": 1209301, + "TP": 16113, + "n_pred": 16568, + "n_ref": 16868 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 757, + "IoU": 0.0, + "TN": 1225867, + "TP": 0, + "n_pred": 757, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 564, + "IoU": 0.0, + "TN": 1226060, + "TP": 0, + "n_pred": 564, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9513791491351099, + "FN": 76, + "FP": 132, + "IoU": 0.9072670530539456, + "TN": 1224381, + "TP": 2035, + "n_pred": 2167, + "n_ref": 2111 + }, + "4": { + "Dice": 0.9307154076824218, + "FN": 2109, + "FP": 2743, + "IoU": 0.8704094441921957, + "TN": 1189183, + "TP": 32589, + "n_pred": 35332, + "n_ref": 34698 + }, + "5": { + "Dice": 0.8986646884272997, + "FN": 1702, + "FP": 1030, + "IoU": 0.8159773676411155, + "TN": 1211778, + "TP": 12114, + "n_pred": 13144, + "n_ref": 13816 + }, + "6": { + "Dice": 0.9875897154318947, + "FN": 2129, + "FP": 2301, + "IoU": 0.9754836853057068, + "TN": 1045928, + "TP": 176266, + "n_pred": 178567, + "n_ref": 178395 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 569, + "IoU": 0.0, + "TN": 1226055, + "TP": 0, + "n_pred": 569, + "n_ref": 0 + }, + "8": { + "Dice": 0.9695790795255559, + "FN": 5547, + "FP": 1819, + "IoU": 0.9409543811272054, + "TN": 1101873, + "TP": 117385, + "n_pred": 119204, + "n_ref": 122932 + }, + "9": { + "Dice": 0.8101999420457838, + "FN": 1192, + "FP": 118, + "IoU": 0.6809547004383829, + "TN": 1222518, + "TP": 2796, + "n_pred": 2914, + "n_ref": 3988 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0214.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0214.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9672249106059024, + "FN": 5495, + "FP": 472, + "IoU": 0.936530054354185, + "TN": 957379, + "TP": 88046, + "n_pred": 88518, + "n_ref": 93541 + }, + "10": { + "Dice": 0.8359499601275917, + "FN": 11509, + "FP": 1657, + "IoU": 0.7181391963349104, + "TN": 1004681, + "TP": 33545, + "n_pred": 35202, + "n_ref": 45054 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 52, + "IoU": 0.0, + "TN": 1051340, + "TP": 0, + "n_pred": 52, + "n_ref": 0 + }, + "12": { + "Dice": 0.7062887089090043, + "FN": 1493, + "FP": 973, + "IoU": 0.5459399742220585, + "TN": 1045961, + "TP": 2965, + "n_pred": 3938, + "n_ref": 4458 + }, + "13": { + "Dice": 0.7542807808527987, + "FN": 847, + "FP": 9399, + "IoU": 0.6054982288618512, + "TN": 1025420, + "TP": 15726, + "n_pred": 25125, + "n_ref": 16573 + }, + "14": { + "Dice": 0.5571428571428572, + "FN": 0, + "FP": 186, + "IoU": 0.38613861386138615, + "TN": 1051089, + "TP": 117, + "n_pred": 303, + "n_ref": 117 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9400444115470022, + "FN": 58, + "FP": 185, + "IoU": 0.8868715083798883, + "TN": 1049244, + "TP": 1905, + "n_pred": 2090, + "n_ref": 1963 + }, + "3": { + "Dice": 0.972664633457585, + "FN": 188, + "FP": 296, + "IoU": 0.9467839472237494, + "TN": 1042297, + "TP": 8611, + "n_pred": 8907, + "n_ref": 8799 + }, + "4": { + "Dice": 0.7549251379038613, + "FN": 22, + "FP": 289, + "IoU": 0.6063291139240506, + "TN": 1050602, + "TP": 479, + "n_pred": 768, + "n_ref": 501 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 372, + "IoU": 0.0, + "TN": 1051020, + "TP": 0, + "n_pred": 372, + "n_ref": 0 + }, + "6": { + "Dice": 0.9608296729711184, + "FN": 2833, + "FP": 6700, + "IoU": 0.9246123065486782, + "TN": 924939, + "TP": 116920, + "n_pred": 123620, + "n_ref": 119753 + }, + "7": { + "Dice": 0.8626958035196287, + "FN": 2579, + "FP": 261, + "IoU": 0.7585444652270023, + "TN": 1039630, + "TP": 8922, + "n_pred": 9183, + "n_ref": 11501 + }, + "8": { + "Dice": 0.9712464999517235, + "FN": 1192, + "FP": 297, + "IoU": 0.9441003115966513, + "TN": 1024755, + "TP": 25148, + "n_pred": 25445, + "n_ref": 26340 + }, + "9": { + "Dice": 0.757641496314838, + "FN": 15425, + "FP": 2003, + "IoU": 0.6098412769482191, + "TN": 1006723, + "TP": 27241, + "n_pred": 29244, + "n_ref": 42666 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0215.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0215.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 3586, + "IoU": 0.0, + "TN": 522110, + "TP": 0, + "n_pred": 3586, + "n_ref": 0 + }, + "10": { + "Dice": 0.4462136290399014, + "FN": 8521, + "FP": 3165, + "IoU": 0.28717823593997804, + "TN": 509302, + "TP": 4708, + "n_pred": 7873, + "n_ref": 13229 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8611301343803741, + "FN": 6156, + "FP": 2969, + "IoU": 0.7561268941924794, + "TN": 488279, + "TP": 28292, + "n_pred": 31261, + "n_ref": 34448 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 378, + "IoU": 0.0, + "TN": 525318, + "TP": 0, + "n_pred": 378, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8965069471497208, + "FN": 395, + "FP": 402, + "IoU": 0.8124264532831255, + "TN": 521447, + "TP": 3452, + "n_pred": 3854, + "n_ref": 3847 + }, + "7": { + "Dice": 0.7680412371134021, + "FN": 168, + "FP": 12, + "IoU": 0.6234309623430963, + "TN": 525218, + "TP": 298, + "n_pred": 310, + "n_ref": 466 + }, + "8": { + "Dice": 0.9316725978647686, + "FN": 385, + "FP": 191, + "IoU": 0.8720852764823451, + "TN": 521193, + "TP": 3927, + "n_pred": 4118, + "n_ref": 4312 + }, + "9": { + "Dice": 0.9097516656571775, + "FN": 1184, + "FP": 1647, + "IoU": 0.8344444444444444, + "TN": 508596, + "TP": 14269, + "n_pred": 15916, + "n_ref": 15453 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0224.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0224.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.2153846153846154, + "FN": 1136, + "FP": 37, + "IoU": 0.1206896551724138, + "TN": 699594, + "TP": 161, + "n_pred": 198, + "n_ref": 1297 + }, + "11": { + "Dice": 0.7124074353936829, + "FN": 1246, + "FP": 657, + "IoU": 0.5532863849765258, + "TN": 696668, + "TP": 2357, + "n_pred": 3014, + "n_ref": 3603 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7918854415274463, + "FN": 164, + "FP": 1580, + "IoU": 0.6554721453970762, + "TN": 695866, + "TP": 3318, + "n_pred": 4898, + "n_ref": 3482 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.963754245137388, + "FN": 130, + "FP": 457, + "IoU": 0.9300440948635442, + "TN": 692537, + "TP": 7804, + "n_pred": 8261, + "n_ref": 7934 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 22, + "IoU": 0.0, + "TN": 700906, + "TP": 0, + "n_pred": 22, + "n_ref": 0 + }, + "5": { + "Dice": 0.9143451143451143, + "FN": 1754, + "FP": 1130, + "IoU": 0.8422060513213329, + "TN": 682651, + "TP": 15393, + "n_pred": 16523, + "n_ref": 17147 + }, + "6": { + "Dice": 0.952000976511413, + "FN": 7990, + "FP": 5773, + "IoU": 0.908398724783526, + "TN": 550679, + "TP": 136486, + "n_pred": 142259, + "n_ref": 144476 + }, + "7": { + "Dice": 0.23121387283236994, + "FN": 721, + "FP": 210, + "IoU": 0.13071895424836602, + "TN": 699857, + "TP": 140, + "n_pred": 350, + "n_ref": 861 + }, + "8": { + "Dice": 0.9751708790335399, + "FN": 553, + "FP": 228, + "IoU": 0.9515448566819704, + "TN": 684810, + "TP": 15337, + "n_pred": 15565, + "n_ref": 15890 + }, + "9": { + "Dice": 0.9125367910269668, + "FN": 4067, + "FP": 4729, + "IoU": 0.8391426794923376, + "TN": 646246, + "TP": 45886, + "n_pred": 50615, + "n_ref": 49953 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0282.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0282.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.536144578313253, + "FN": 1539, + "FP": 4775, + "IoU": 0.3662551440329218, + "TN": 165269, + "TP": 3649, + "n_pred": 8424, + "n_ref": 5188 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9472956968022108, + "FN": 57, + "FP": 1545, + "IoU": 0.8998687417963622, + "TN": 159233, + "TP": 14397, + "n_pred": 15942, + "n_ref": 14454 + }, + "9": { + "Dice": 0.9368438593567738, + "FN": 203, + "FP": 176, + "IoU": 0.881191222570533, + "TN": 172042, + "TP": 2811, + "n_pred": 2987, + "n_ref": 3014 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0332.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0332.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.821114515297086, + "FN": 11596, + "FP": 17189, + "IoU": 0.6965176227477359, + "TN": 1832703, + "TP": 66064, + "n_pred": 83253, + "n_ref": 77660 + }, + "10": { + "Dice": 0.5499154962410396, + "FN": 6188, + "FP": 9258, + "IoU": 0.379229965436862, + "TN": 1902670, + "TP": 9436, + "n_pred": 18694, + "n_ref": 15624 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 73, + "IoU": 0.0, + "TN": 1927479, + "TP": 0, + "n_pred": 73, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 9, + "IoU": 0.0, + "TN": 1927543, + "TP": 0, + "n_pred": 9, + "n_ref": 0 + }, + "13": { + "Dice": 0.4449885914630753, + "FN": 7229, + "FP": 12717, + "IoU": 0.2861641972657648, + "TN": 1899610, + "TP": 7996, + "n_pred": 20713, + "n_ref": 15225 + }, + "14": { + "Dice": 0.0, + "FN": 699, + "FP": 14963, + "IoU": 0.0, + "TN": 1911890, + "TP": 0, + "n_pred": 14963, + "n_ref": 699 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 26496, + "IoU": 0.0, + "TN": 1901056, + "TP": 0, + "n_pred": 26496, + "n_ref": 0 + }, + "2": { + "Dice": 0.6462408146667507, + "FN": 11248, + "FP": 112284, + "IoU": 0.4773676305713621, + "TN": 1691187, + "TP": 112833, + "n_pred": 225117, + "n_ref": 124081 + }, + "3": { + "Dice": 0.472186391988983, + "FN": 67058, + "FP": 17645, + "IoU": 0.3090602083350327, + "TN": 1804961, + "TP": 37888, + "n_pred": 55533, + "n_ref": 104946 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.2268041237113402, + "FN": 11, + "FP": 64, + "IoU": 0.12790697674418605, + "TN": 1927466, + "TP": 11, + "n_pred": 75, + "n_ref": 22 + }, + "6": { + "Dice": 0.34765079586707626, + "FN": 86, + "FP": 74668, + "IoU": 0.2103978959154141, + "TN": 1832879, + "TP": 19919, + "n_pred": 94587, + "n_ref": 20005 + }, + "7": { + "Dice": 0.00975292587776333, + "FN": 343, + "FP": 14887, + "IoU": 0.004900359359686377, + "TN": 1912247, + "TP": 75, + "n_pred": 14962, + "n_ref": 418 + }, + "8": { + "Dice": 0.9477172312223858, + "FN": 1583, + "FP": 831, + "IoU": 0.900629811056683, + "TN": 1903259, + "TP": 21879, + "n_pred": 22710, + "n_ref": 23462 + }, + "9": { + "Dice": 0.8106194690265487, + "FN": 4114, + "FP": 166, + "IoU": 0.6815476190476191, + "TN": 1914112, + "TP": 9160, + "n_pred": 9326, + "n_ref": 13274 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0349.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0349.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.890139456550761, + "FN": 4560, + "FP": 789, + "IoU": 0.8020282023761057, + "TN": 2776693, + "TP": 21670, + "n_pred": 22459, + "n_ref": 26230 + }, + "10": { + "Dice": 0.463337296868807, + "FN": 792, + "FP": 1916, + "IoU": 0.30152179520247613, + "TN": 2799835, + "TP": 1169, + "n_pred": 3085, + "n_ref": 1961 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 453, + "IoU": 0.0, + "TN": 2803259, + "TP": 0, + "n_pred": 453, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 969, + "FP": 146, + "IoU": 0.0, + "TN": 2802597, + "TP": 0, + "n_pred": 146, + "n_ref": 969 + }, + "13": { + "Dice": 0.3193463827181754, + "FN": 2722, + "FP": 32851, + "IoU": 0.1900132064301653, + "TN": 2759794, + "TP": 8345, + "n_pred": 41196, + "n_ref": 11067 + }, + "14": { + "Dice": 0.0004400379532734698, + "FN": 0, + "FP": 145378, + "IoU": 0.00022006739563991472, + "TN": 2658302, + "TP": 32, + "n_pred": 145410, + "n_ref": 32 + }, + "15": { + "Dice": 2.4995313378741485e-05, + "FN": 956, + "FP": 79057, + "IoU": 1.249781288274552e-05, + "TN": 2723698, + "TP": 1, + "n_pred": 79058, + "n_ref": 957 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 13246, + "IoU": 0.0, + "TN": 2790466, + "TP": 0, + "n_pred": 13246, + "n_ref": 0 + }, + "3": { + "Dice": 0.8903378648869488, + "FN": 17188, + "FP": 2809, + "IoU": 0.8023504062308499, + "TN": 2702538, + "TP": 81177, + "n_pred": 83986, + "n_ref": 98365 + }, + "4": { + "Dice": 0.5538311132836368, + "FN": 17725, + "FP": 530, + "IoU": 0.382964340037181, + "TN": 2774127, + "TP": 11330, + "n_pred": 11860, + "n_ref": 29055 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.37724373712937603, + "FN": 525, + "FP": 310959, + "IoU": 0.23247097901322486, + "TN": 2397885, + "TP": 94343, + "n_pred": 405302, + "n_ref": 94868 + }, + "7": { + "Dice": 0.762024700242346, + "FN": 19354, + "FP": 25620, + "IoU": 0.615541118139853, + "TN": 2686732, + "TP": 72006, + "n_pred": 97626, + "n_ref": 91360 + }, + "8": { + "Dice": 0.9717755050413791, + "FN": 135, + "FP": 646, + "IoU": 0.9451005201743287, + "TN": 2789486, + "TP": 13445, + "n_pred": 14091, + "n_ref": 13580 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0350.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0350.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6856749311294766, + "FN": 820, + "FP": 1462, + "IoU": 0.5216935652902955, + "TN": 345693, + "TP": 2489, + "n_pred": 3951, + "n_ref": 3309 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9807815372738631, + "FN": 2514, + "FP": 1270, + "IoU": 0.9622878442081344, + "TN": 250125, + "TP": 96555, + "n_pred": 97825, + "n_ref": 99069 + }, + "7": { + "Dice": 0.968966362614231, + "FN": 1184, + "FP": 2487, + "IoU": 0.9398009215985307, + "TN": 289483, + "TP": 57310, + "n_pred": 59797, + "n_ref": 58494 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8649031230646731, + "FN": 899, + "FP": 628, + "IoU": 0.7619641465315666, + "TN": 344049, + "TP": 4888, + "n_pred": 5516, + "n_ref": 5787 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0361.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0361.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 50, + "IoU": 0.0, + "TN": 1226574, + "TP": 0, + "n_pred": 50, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 384, + "IoU": 0.0, + "TN": 1226240, + "TP": 0, + "n_pred": 384, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.014765303425097239, + "FN": 5, + "FP": 52175, + "IoU": 0.007437560632287763, + "TN": 1174053, + "TP": 391, + "n_pred": 52566, + "n_ref": 396 + }, + "7": { + "Dice": 0.8092435686762363, + "FN": 53175, + "FP": 340, + "IoU": 0.6796046171899323, + "TN": 1059596, + "TP": 113513, + "n_pred": 113853, + "n_ref": 166688 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 217, + "IoU": 0.0, + "TN": 1226407, + "TP": 0, + "n_pred": 217, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0379.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0379.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8290155440414507, + "FN": 32, + "FP": 100, + "IoU": 0.7079646017699115, + "TN": 525244, + "TP": 320, + "n_pred": 420, + "n_ref": 352 + }, + "10": { + "Dice": 0.9060568244478625, + "FN": 1422, + "FP": 1815, + "IoU": 0.8282485276171274, + "TN": 506849, + "TP": 15610, + "n_pred": 17425, + "n_ref": 17032 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5830999066293184, + "FN": 1772, + "FP": 14, + "IoU": 0.4115321252059308, + "TN": 522661, + "TP": 1249, + "n_pred": 1263, + "n_ref": 3021 + }, + "13": { + "Dice": 0.4842654658957171, + "FN": 236, + "FP": 9843, + "IoU": 0.31949226925933427, + "TN": 510885, + "TP": 4732, + "n_pred": 14575, + "n_ref": 4968 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9604722966783158, + "FN": 288, + "FP": 877, + "IoU": 0.9239506495202037, + "TN": 510377, + "TP": 14154, + "n_pred": 15031, + "n_ref": 14442 + }, + "3": { + "Dice": 0.8344382889837435, + "FN": 315, + "FP": 1508, + "IoU": 0.7159108617734143, + "TN": 519279, + "TP": 4594, + "n_pred": 6102, + "n_ref": 4909 + }, + "4": { + "Dice": 0.40349660052726516, + "FN": 321, + "FP": 3978, + "IoU": 0.252737702068486, + "TN": 519943, + "TP": 1454, + "n_pred": 5432, + "n_ref": 1775 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9911701185230648, + "FN": 753, + "FP": 772, + "IoU": 0.9824948058358299, + "TN": 438579, + "TP": 85592, + "n_pred": 86364, + "n_ref": 86345 + }, + "7": { + "Dice": 0.9461622588983893, + "FN": 1222, + "FP": 944, + "IoU": 0.8978253691211849, + "TN": 504497, + "TP": 19033, + "n_pred": 19977, + "n_ref": 20255 + }, + "8": { + "Dice": 0.9281624315206289, + "FN": 1418, + "FP": 903, + "IoU": 0.8659543748195206, + "TN": 508381, + "TP": 14994, + "n_pred": 15897, + "n_ref": 16412 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0401.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0401.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 41, + "IoU": 0.0, + "TN": 350423, + "TP": 0, + "n_pred": 41, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9636135842618756, + "FN": 2247, + "FP": 483, + "IoU": 0.9297821446024847, + "TN": 311585, + "TP": 36149, + "n_pred": 36632, + "n_ref": 38396 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.896279709936523, + "FN": 2502, + "FP": 2547, + "IoU": 0.8120533055390113, + "TN": 323600, + "TP": 21815, + "n_pred": 24362, + "n_ref": 24317 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0402.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0402.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": 0.4957271511187463, + "FN": 5093.086666666667, + "FP": 4866.511111111112, + "IoU": 0.4165294576016819, + "TN": 818819.44, + "TP": 12334.562222222223, + "n_pred": 17201.073333333337, + "n_ref": 17427.64888888889 + }, + "mean": { + "1": { + "Dice": 0.5034909412970299, + "FN": 1296.4, + "FP": 1918.9666666666667, + "IoU": 0.4594347321982718, + "TN": 824184.8666666667, + "TP": 13713.366666666667, + "n_pred": 15632.333333333334, + "n_ref": 15009.766666666666 + }, + "10": { + "Dice": 0.6077534622452406, + "FN": 8777.233333333334, + "FP": 3799.266666666667, + "IoU": 0.49248730867681006, + "TN": 820106.3666666667, + "TP": 8430.733333333334, + "n_pred": 12230.0, + "n_ref": 17207.966666666667 + }, + "11": { + "Dice": 0.3815013930547686, + "FN": 301.8, + "FP": 227.9, + "IoU": 0.2892512213235009, + "TN": 840010.0666666667, + "TP": 573.8333333333334, + "n_pred": 801.7333333333333, + "n_ref": 875.6333333333333 + }, + "12": { + "Dice": 0.3496845133285451, + "FN": 390.23333333333335, + "FP": 232.83333333333334, + "IoU": 0.25670699344376563, + "TN": 840024.4, + "TP": 466.1333333333333, + "n_pred": 698.9666666666667, + "n_ref": 856.3666666666667 + }, + "13": { + "Dice": 0.45056288604443123, + "FN": 6762.066666666667, + "FP": 2335.4666666666667, + "IoU": 0.32955978758483684, + "TN": 825296.4666666667, + "TP": 6719.6, + "n_pred": 9055.066666666668, + "n_ref": 13481.666666666666 + }, + "14": { + "Dice": 0.2670717979154226, + "FN": 4448.133333333333, + "FP": 10587.833333333334, + "IoU": 0.1988785154785737, + "TN": 818782.0, + "TP": 7295.633333333333, + "n_pred": 17883.466666666667, + "n_ref": 11743.766666666666 + }, + "15": { + "Dice": 0.3759035246601276, + "FN": 3442.733333333333, + "FP": 2282.2, + "IoU": 0.28952537298643066, + "TN": 832804.2333333333, + "TP": 2584.4333333333334, + "n_pred": 4866.633333333333, + "n_ref": 6027.166666666667 + }, + "2": { + "Dice": 0.8092345147344904, + "FN": 4344.733333333334, + "FP": 1925.4333333333334, + "IoU": 0.7326515850343424, + "TN": 814621.4333333333, + "TP": 20222.0, + "n_pred": 22147.433333333334, + "n_ref": 24566.733333333334 + }, + "3": { + "Dice": 0.31203206352472723, + "FN": 15321.8, + "FP": 1800.1, + "IoU": 0.2815722647566579, + "TN": 811010.5, + "TP": 12981.2, + "n_pred": 14781.3, + "n_ref": 28303.0 + }, + "4": { + "Dice": 0.336838577160297, + "FN": 3362.133333333333, + "FP": 1081.0333333333333, + "IoU": 0.2734717373449497, + "TN": 832135.5666666667, + "TP": 4534.866666666667, + "n_pred": 5615.9, + "n_ref": 7897.0 + }, + "5": { + "Dice": 0.29768244317017833, + "FN": 745.4333333333333, + "FP": 326.5, + "IoU": 0.23417348736933175, + "TN": 838639.4666666667, + "TP": 1402.2, + "n_pred": 1728.7, + "n_ref": 2147.633333333333 + }, + "6": { + "Dice": 0.7841360246472047, + "FN": 3186.9666666666667, + "FP": 36230.566666666666, + "IoU": 0.7107793164002745, + "TN": 751483.0666666667, + "TP": 50213.0, + "n_pred": 86443.56666666667, + "n_ref": 53399.96666666667 + }, + "7": { + "Dice": 0.5022384137820413, + "FN": 22189.1, + "FP": 7285.033333333334, + "IoU": 0.41668214555451977, + "TN": 773693.6, + "TP": 37945.86666666667, + "n_pred": 45230.9, + "n_ref": 60134.96666666667 + }, + "8": { + "Dice": 0.8094776950200427, + "FN": 1002.4333333333333, + "FP": 947.3666666666667, + "IoU": 0.7239941000015149, + "TN": 828803.3, + "TP": 10360.5, + "n_pred": 11307.866666666667, + "n_ref": 11362.933333333332 + }, + "9": { + "Dice": 0.6482990161966485, + "FN": 825.1, + "FP": 2017.1666666666667, + "IoU": 0.5587732958714485, + "TN": 830696.2666666667, + "TP": 7575.066666666667, + "n_pred": 9592.233333333334, + "n_ref": 8400.166666666666 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.7240664751743947, + "FN": 3023, + "FP": 23875, + "IoU": 0.5674797793822058, + "TN": 1164435, + "TP": 35291, + "n_pred": 59166, + "n_ref": 38314 + }, + "10": { + "Dice": 0.21860659157279932, + "FN": 4229, + "FP": 3263, + "IoU": 0.12271662763466042, + "TN": 1218084, + "TP": 1048, + "n_pred": 4311, + "n_ref": 5277 + }, + "11": { + "Dice": 0.0, + "FN": 228, + "FP": 0, + "IoU": 0.0, + "TN": 1226396, + "TP": 0, + "n_pred": 0, + "n_ref": 228 + }, + "12": { + "Dice": 0.0, + "FN": 604, + "FP": 673, + "IoU": 0.0, + "TN": 1225347, + "TP": 0, + "n_pred": 673, + "n_ref": 604 + }, + "13": { + "Dice": 0.3053594275695399, + "FN": 22258, + "FP": 7060, + "IoU": 0.1801912644706672, + "TN": 1190862, + "TP": 6444, + "n_pred": 13504, + "n_ref": 28702 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.890840652446675, + "FN": 526, + "FP": 257, + "IoU": 0.8031674208144797, + "TN": 1222646, + "TP": 3195, + "n_pred": 3452, + "n_ref": 3721 + }, + "3": { + "Dice": 0.05274743121634045, + "FN": 326499, + "FP": 126, + "IoU": 0.027088130251787954, + "TN": 890905, + "TP": 9094, + "n_pred": 9220, + "n_ref": 335593 + }, + "4": { + "Dice": 0.136955578063956, + "FN": 19639, + "FP": 4219, + "IoU": 0.07351170828317347, + "TN": 1200873, + "TP": 1893, + "n_pred": 6112, + "n_ref": 21532 + }, + "5": { + "Dice": 0.11176470588235295, + "FN": 2403, + "FP": 13, + "IoU": 0.059190031152647975, + "TN": 1224056, + "TP": 152, + "n_pred": 165, + "n_ref": 2555 + }, + "6": { + "Dice": 0.26134860445400354, + "FN": 9440, + "FP": 214477, + "IoU": 0.15031685197131256, + "TN": 963094, + "TP": 39613, + "n_pred": 254090, + "n_ref": 49053 + }, + "7": { + "Dice": 0.050441642130992725, + "FN": 62511, + "FP": 5861, + "IoU": 0.025873368667008605, + "TN": 1156436, + "TP": 1816, + "n_pred": 7677, + "n_ref": 64327 + }, + "8": { + "Dice": 0.5079732510288066, + "FN": 3800, + "FP": 26, + "IoU": 0.34045854163075334, + "TN": 1220823, + "TP": 1975, + "n_pred": 2001, + "n_ref": 5775 + }, + "9": { + "Dice": 0.0, + "FN": 9, + "FP": 12, + "IoU": 0.0, + "TN": 1226603, + "TP": 0, + "n_pred": 12, + "n_ref": 9 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0005.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0005.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.8421052631578947, + "FN": 1293, + "FP": 6, + "IoU": 0.7272727272727273, + "TN": 520933, + "TP": 3464, + "n_pred": 3470, + "n_ref": 4757 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9694646688796376, + "FN": 1148, + "FP": 517, + "IoU": 0.9407388952164009, + "TN": 497600, + "TP": 26431, + "n_pred": 26948, + "n_ref": 27579 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0011.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0011.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 312, + "IoU": 0.0, + "TN": 350152, + "TP": 0, + "n_pred": 312, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5378151260504201, + "FN": 46, + "FP": 9, + "IoU": 0.367816091954023, + "TN": 350377, + "TP": 32, + "n_pred": 41, + "n_ref": 78 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7448494453248812, + "FN": 1999, + "FP": 416, + "IoU": 0.5934343434343434, + "TN": 344524, + "TP": 3525, + "n_pred": 3941, + "n_ref": 5524 + }, + "6": { + "Dice": 0.9524626557782857, + "FN": 2891, + "FP": 4368, + "IoU": 0.9092398099524881, + "TN": 270484, + "TP": 72721, + "n_pred": 77089, + "n_ref": 75612 + }, + "7": { + "Dice": 0.2587878787878788, + "FN": 2443, + "FP": 3, + "IoU": 0.14862513052558302, + "TN": 347591, + "TP": 427, + "n_pred": 430, + "n_ref": 2870 + }, + "8": { + "Dice": 0.9433355659745479, + "FN": 152, + "FP": 271, + "IoU": 0.8927484787018256, + "TN": 346520, + "TP": 3521, + "n_pred": 3792, + "n_ref": 3673 + }, + "9": { + "Dice": 0.9063508089339801, + "FN": 3084, + "FP": 719, + "IoU": 0.8287399801855354, + "TN": 328258, + "TP": 18403, + "n_pred": 19122, + "n_ref": 21487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0038.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0038.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9608210796407777, + "FN": 3137, + "FP": 833, + "IoU": 0.9245963912630579, + "TN": 1173974, + "TP": 48680, + "n_pred": 49513, + "n_ref": 51817 + }, + "10": { + "Dice": 0.2918785637232239, + "FN": 21360, + "FP": 1615, + "IoU": 0.1708769397329484, + "TN": 1198914, + "TP": 4735, + "n_pred": 6350, + "n_ref": 26095 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 1226620, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5414728682170543, + "FN": 7749, + "FP": 13545, + "IoU": 0.37124634600053147, + "TN": 1192757, + "TP": 12573, + "n_pred": 26118, + "n_ref": 20322 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.902437741227336, + "FN": 17821, + "FP": 2578, + "IoU": 0.8222200918574554, + "TN": 1111881, + "TP": 94344, + "n_pred": 96922, + "n_ref": 112165 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2107, + "IoU": 0.0, + "TN": 1224517, + "TP": 0, + "n_pred": 2107, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 303, + "IoU": 0.0, + "TN": 1226321, + "TP": 0, + "n_pred": 303, + "n_ref": 0 + }, + "5": { + "Dice": 0.8336939818734908, + "FN": 3695, + "FP": 1608, + "IoU": 0.7148158107018016, + "TN": 1208029, + "TP": 13292, + "n_pred": 14900, + "n_ref": 16987 + }, + "6": { + "Dice": 0.9536975812501042, + "FN": 11276, + "FP": 5390, + "IoU": 0.9114932395832227, + "TN": 1038322, + "TP": 171636, + "n_pred": 177026, + "n_ref": 182912 + }, + "7": { + "Dice": 0.7229848745248775, + "FN": 35403, + "FP": 3442, + "IoU": 0.5661521622587563, + "TN": 1137088, + "TP": 50691, + "n_pred": 54133, + "n_ref": 86094 + }, + "8": { + "Dice": 0.9010275107722904, + "FN": 398, + "FP": 2588, + "IoU": 0.8198817710218361, + "TN": 1210046, + "TP": 13592, + "n_pred": 16180, + "n_ref": 13990 + }, + "9": { + "Dice": 0.7371464096984769, + "FN": 2714, + "FP": 5742, + "IoU": 0.583714862403387, + "TN": 1206311, + "TP": 11857, + "n_pred": 17599, + "n_ref": 14571 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0049.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0049.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8366163873907652, + "FN": 274, + "FP": 5391, + "IoU": 0.7191234072090833, + "TN": 680759, + "TP": 14504, + "n_pred": 19895, + "n_ref": 14778 + }, + "10": { + "Dice": 0.8225229948053185, + "FN": 4843, + "FP": 2605, + "IoU": 0.6985469704941919, + "TN": 676221, + "TP": 17259, + "n_pred": 19864, + "n_ref": 22102 + }, + "11": { + "Dice": 0.7464114832535885, + "FN": 5, + "FP": 154, + "IoU": 0.5954198473282443, + "TN": 700535, + "TP": 234, + "n_pred": 388, + "n_ref": 239 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 31, + "IoU": 0.0, + "TN": 700897, + "TP": 0, + "n_pred": 31, + "n_ref": 0 + }, + "13": { + "Dice": 0.6646894626657363, + "FN": 25926, + "FP": 4826, + "IoU": 0.49777893911680166, + "TN": 639696, + "TP": 30480, + "n_pred": 35306, + "n_ref": 56406 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8681679853925746, + "FN": 416, + "FP": 667, + "IoU": 0.7670466767046676, + "TN": 696279, + "TP": 3566, + "n_pred": 4233, + "n_ref": 3982 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.18896265851687918, + "FN": 909, + "FP": 114530, + "IoU": 0.10433946014726078, + "TN": 572041, + "TP": 13448, + "n_pred": 127978, + "n_ref": 14357 + }, + "7": { + "Dice": 0.22477052189876737, + "FN": 117537, + "FP": 701, + "IoU": 0.12661491073209286, + "TN": 565549, + "TP": 17141, + "n_pred": 17842, + "n_ref": 134678 + }, + "8": { + "Dice": 0.9469649961674635, + "FN": 1046, + "FP": 407, + "IoU": 0.8992720970537261, + "TN": 686503, + "TP": 12972, + "n_pred": 13379, + "n_ref": 14018 + }, + "9": { + "Dice": 0.8723008906260011, + "FN": 2258, + "FP": 1728, + "IoU": 0.7735227272727273, + "TN": 683328, + "TP": 13614, + "n_pred": 15342, + "n_ref": 15872 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0069.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0069.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8212297570850202, + "FN": 2860, + "FP": 2792, + "IoU": 0.6966834818074488, + "TN": 507062, + "TP": 12982, + "n_pred": 15774, + "n_ref": 15842 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6048485720451766, + "FN": 4342, + "FP": 1151, + "IoU": 0.43353614519954625, + "TN": 515999, + "TP": 4204, + "n_pred": 5355, + "n_ref": 8546 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8991607165226105, + "FN": 2782, + "FP": 1243, + "IoU": 0.8167956304050978, + "TN": 503726, + "TP": 17945, + "n_pred": 19188, + "n_ref": 20727 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.956938757120974, + "FN": 2261, + "FP": 2040, + "IoU": 0.9174329538691904, + "TN": 473605, + "TP": 47790, + "n_pred": 49830, + "n_ref": 50051 + }, + "7": { + "Dice": 0.89157593698259, + "FN": 2857, + "FP": 1465, + "IoU": 0.8043635705232663, + "TN": 503604, + "TP": 17770, + "n_pred": 19235, + "n_ref": 20627 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 2, + "FP": 0, + "IoU": 0.0, + "TN": 525694, + "TP": 0, + "n_pred": 0, + "n_ref": 2 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0072.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0072.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 15, + "IoU": 0.0, + "TN": 700913, + "TP": 0, + "n_pred": 15, + "n_ref": 0 + }, + "10": { + "Dice": 0.8632901954518826, + "FN": 1438, + "FP": 1129, + "IoU": 0.7594640179910045, + "TN": 690256, + "TP": 8105, + "n_pred": 9234, + "n_ref": 9543 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8072177019845678, + "FN": 4281, + "FP": 2140, + "IoU": 0.6767519130084575, + "TN": 681064, + "TP": 13443, + "n_pred": 15583, + "n_ref": 17724 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 113, + "IoU": 0.0, + "TN": 700815, + "TP": 0, + "n_pred": 113, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 150, + "FP": 0, + "IoU": 0.0, + "TN": 700778, + "TP": 0, + "n_pred": 0, + "n_ref": 150 + }, + "2": { + "Dice": 0.9328465693138628, + "FN": 5528, + "FP": 7900, + "IoU": 0.874144750407708, + "TN": 594234, + "TP": 93266, + "n_pred": 101166, + "n_ref": 98794 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2680, + "IoU": 0.0, + "TN": 698248, + "TP": 0, + "n_pred": 2680, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8616422947131609, + "FN": 1091, + "FP": 262, + "IoU": 0.7569169960474308, + "TN": 695362, + "TP": 4213, + "n_pred": 4475, + "n_ref": 5304 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9361154581811859, + "FN": 741, + "FP": 1096, + "IoU": 0.8799032426778243, + "TN": 685632, + "TP": 13459, + "n_pred": 14555, + "n_ref": 14200 + }, + "9": { + "Dice": 0.9063121162595521, + "FN": 462, + "FP": 3780, + "IoU": 0.8286752827140549, + "TN": 676168, + "TP": 20518, + "n_pred": 24298, + "n_ref": 20980 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0081.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0081.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0094.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0094.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.2611706570155902, + "FN": 33785, + "FP": 8677, + "IoU": 0.15019913142674166, + "TN": 475729, + "TP": 7505, + "n_pred": 16182, + "n_ref": 41290 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 593, + "IoU": 0.0, + "TN": 525103, + "TP": 0, + "n_pred": 593, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6218578824941847, + "FN": 5596, + "FP": 14562, + "IoU": 0.4512291400103449, + "TN": 488963, + "TP": 16575, + "n_pred": 31137, + "n_ref": 22171 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.821930488528052, + "FN": 8448, + "FP": 28487, + "IoU": 0.6976926917504931, + "TN": 403519, + "TP": 85242, + "n_pred": 113729, + "n_ref": 93690 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2089, + "IoU": 0.0, + "TN": 523607, + "TP": 0, + "n_pred": 2089, + "n_ref": 0 + }, + "4": { + "Dice": 0.08088235294117647, + "FN": 250, + "FP": 0, + "IoU": 0.0421455938697318, + "TN": 525435, + "TP": 11, + "n_pred": 11, + "n_ref": 261 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 42, + "IoU": 0.0, + "TN": 525654, + "TP": 0, + "n_pred": 42, + "n_ref": 0 + }, + "6": { + "Dice": 0.9502666078659343, + "FN": 2798, + "FP": 2164, + "IoU": 0.9052456699830046, + "TN": 473329, + "TP": 47405, + "n_pred": 49569, + "n_ref": 50203 + }, + "7": { + "Dice": 0.4231718113675264, + "FN": 97683, + "FP": 49, + "IoU": 0.2683690045740038, + "TN": 392115, + "TP": 35849, + "n_pred": 35898, + "n_ref": 133532 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7545303588188579, + "FN": 1897, + "FP": 4903, + "IoU": 0.6058199524665236, + "TN": 508445, + "TP": 10451, + "n_pred": 15354, + "n_ref": 12348 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0103.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0103.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8441814595660749, + "FN": 64, + "FP": 15, + "IoU": 0.7303754266211604, + "TN": 525403, + "TP": 214, + "n_pred": 229, + "n_ref": 278 + }, + "10": { + "Dice": 0.9065311308767472, + "FN": 1205, + "FP": 634, + "IoU": 0.829041554336711, + "TN": 514939, + "TP": 8918, + "n_pred": 9552, + "n_ref": 10123 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7194455290901991, + "FN": 2637, + "FP": 237, + "IoU": 0.5618234486964476, + "TN": 519137, + "TP": 3685, + "n_pred": 3922, + "n_ref": 6322 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9506495758609228, + "FN": 669, + "FP": 2746, + "IoU": 0.9059410031123475, + "TN": 489389, + "TP": 32892, + "n_pred": 35638, + "n_ref": 33561 + }, + "4": { + "Dice": 0.8403975993998499, + "FN": 5373, + "FP": 1435, + "IoU": 0.7247290959081352, + "TN": 500964, + "TP": 17924, + "n_pred": 19359, + "n_ref": 23297 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9600238967775778, + "FN": 2247, + "FP": 3240, + "IoU": 0.9231211119206412, + "TN": 454324, + "TP": 65885, + "n_pred": 69125, + "n_ref": 68132 + }, + "7": { + "Dice": 0.0, + "FN": 86, + "FP": 2586, + "IoU": 0.0, + "TN": 523024, + "TP": 0, + "n_pred": 2586, + "n_ref": 86 + }, + "8": { + "Dice": 0.6955345060893099, + "FN": 126, + "FP": 99, + "IoU": 0.533195020746888, + "TN": 525214, + "TP": 257, + "n_pred": 356, + "n_ref": 383 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0105.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0105.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9059907834101383, + "FN": 94, + "FP": 518, + "IoU": 0.8281381634372368, + "TN": 522135, + "TP": 2949, + "n_pred": 3467, + "n_ref": 3043 + }, + "10": { + "Dice": 0.8428180752702175, + "FN": 1345, + "FP": 1069, + "IoU": 0.7283367094305649, + "TN": 516810, + "TP": 6472, + "n_pred": 7541, + "n_ref": 7817 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6409062693978895, + "FN": 1844, + "FP": 470, + "IoU": 0.47156885133592147, + "TN": 521317, + "TP": 2065, + "n_pred": 2535, + "n_ref": 3909 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9337531486146096, + "FN": 1261, + "FP": 317, + "IoU": 0.8757382471060714, + "TN": 512997, + "TP": 11121, + "n_pred": 11438, + "n_ref": 12382 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 41, + "IoU": 0.0, + "TN": 525655, + "TP": 0, + "n_pred": 41, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.839171974522293, + "FN": 440, + "FP": 166, + "IoU": 0.7229080932784636, + "TN": 523509, + "TP": 1581, + "n_pred": 1747, + "n_ref": 2021 + }, + "7": { + "Dice": 0.9459932659932659, + "FN": 327, + "FP": 876, + "IoU": 0.8975210835675952, + "TN": 513957, + "TP": 10536, + "n_pred": 11412, + "n_ref": 10863 + }, + "8": { + "Dice": 0.9000154774802662, + "FN": 118, + "FP": 2466, + "IoU": 0.8182074011537921, + "TN": 511482, + "TP": 11630, + "n_pred": 14096, + "n_ref": 11748 + }, + "9": { + "Dice": 0.7290940766550522, + "FN": 157, + "FP": 465, + "IoU": 0.5736806031528444, + "TN": 524237, + "TP": 837, + "n_pred": 1302, + "n_ref": 994 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0109.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0109.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 14509, + "IoU": 0.0, + "TN": 2263507, + "TP": 0, + "n_pred": 14509, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 12986, + "IoU": 0.0, + "TN": 2265030, + "TP": 0, + "n_pred": 12986, + "n_ref": 0 + }, + "11": { + "Dice": 0.3803191489361702, + "FN": 94, + "FP": 372, + "IoU": 0.2348111658456486, + "TN": 2277407, + "TP": 143, + "n_pred": 515, + "n_ref": 237 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 44, + "IoU": 0.0, + "TN": 2277972, + "TP": 0, + "n_pred": 44, + "n_ref": 0 + }, + "13": { + "Dice": 0.18934047213433924, + "FN": 3299, + "FP": 32, + "IoU": 0.10456989247311828, + "TN": 2274296, + "TP": 389, + "n_pred": 421, + "n_ref": 3688 + }, + "14": { + "Dice": 0.011723370057317143, + "FN": 19348, + "FP": 208767, + "IoU": 0.0058962469712552515, + "TN": 2048548, + "TP": 1353, + "n_pred": 210120, + "n_ref": 20701 + }, + "15": { + "Dice": 0.4176663031624864, + "FN": 29029, + "FP": 22235, + "IoU": 0.2639558924879393, + "TN": 2208368, + "TP": 18384, + "n_pred": 40619, + "n_ref": 47413 + }, + "2": { + "Dice": 0.873205823190481, + "FN": 13431, + "FP": 1445, + "IoU": 0.774947049924357, + "TN": 2211916, + "TP": 51224, + "n_pred": 52669, + "n_ref": 64655 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 13905, + "IoU": 0.0, + "TN": 2264111, + "TP": 0, + "n_pred": 13905, + "n_ref": 0 + }, + "4": { + "Dice": 0.23911663916740702, + "FN": 1571, + "FP": 4424, + "IoU": 0.13579357070779877, + "TN": 2271079, + "TP": 942, + "n_pred": 5366, + "n_ref": 2513 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.059092689026725195, + "FN": 1219, + "FP": 433690, + "IoU": 0.030445909854960027, + "TN": 1829450, + "TP": 13657, + "n_pred": 447347, + "n_ref": 14876 + }, + "7": { + "Dice": 0.5368927029302338, + "FN": 74404, + "FP": 44967, + "IoU": 0.366953745638132, + "TN": 2089450, + "TP": 69195, + "n_pred": 114162, + "n_ref": 143599 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9256835709277869, + "FN": 160, + "FP": 476, + "IoU": 0.8616489014574723, + "TN": 2273419, + "TP": 3961, + "n_pred": 4437, + "n_ref": 4121 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0111.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0111.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.751269035532995, + "FN": 134, + "FP": 13, + "IoU": 0.6016260162601627, + "TN": 525327, + "TP": 222, + "n_pred": 235, + "n_ref": 356 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9846528912327631, + "FN": 866, + "FP": 947, + "IoU": 0.9697697297117036, + "TN": 465723, + "TP": 58160, + "n_pred": 59107, + "n_ref": 59026 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0142.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0142.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4904042466312781, + "FN": 2496, + "FP": 0, + "IoU": 0.32485799296727075, + "TN": 1047695, + "TP": 1201, + "n_pred": 1201, + "n_ref": 3697 + }, + "10": { + "Dice": 0.41476868327402133, + "FN": 1308, + "FP": 25004, + "IoU": 0.2616455269951734, + "TN": 1015756, + "TP": 9324, + "n_pred": 34328, + "n_ref": 10632 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6268090086489881, + "FN": 25429, + "FP": 719, + "IoU": 0.45646163759951774, + "TN": 1003285, + "TP": 21959, + "n_pred": 22678, + "n_ref": 47388 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 272, + "IoU": 0.0, + "TN": 1051120, + "TP": 0, + "n_pred": 272, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.4, + "FN": 6, + "FP": 0, + "IoU": 0.25, + "TN": 1051384, + "TP": 2, + "n_pred": 2, + "n_ref": 8 + }, + "6": { + "Dice": 0.7487138344281201, + "FN": 22901, + "FP": 2156, + "IoU": 0.5983554002500561, + "TN": 989006, + "TP": 37329, + "n_pred": 39485, + "n_ref": 60230 + }, + "7": { + "Dice": 0.7150742343724319, + "FN": 3593, + "FP": 38013, + "IoU": 0.556510152960614, + "TN": 957577, + "TP": 52209, + "n_pred": 90222, + "n_ref": 55802 + }, + "8": { + "Dice": 0.7452631578947368, + "FN": 31, + "FP": 211, + "IoU": 0.5939597315436241, + "TN": 1050796, + "TP": 354, + "n_pred": 565, + "n_ref": 385 + }, + "9": { + "Dice": 0.9506401845903271, + "FN": 562, + "FP": 1620, + "IoU": 0.9059239458480641, + "TN": 1028198, + "TP": 21012, + "n_pred": 22632, + "n_ref": 21574 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0153.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0153.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 67, + "IoU": 0.0, + "TN": 350397, + "TP": 0, + "n_pred": 67, + "n_ref": 0 + }, + "10": { + "Dice": 0.8292246862643975, + "FN": 1185, + "FP": 3782, + "IoU": 0.708269705156819, + "TN": 333438, + "TP": 12059, + "n_pred": 15841, + "n_ref": 13244 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.39234705228031147, + "FN": 13275, + "FP": 382, + "IoU": 0.24404959592604894, + "TN": 332398, + "TP": 4409, + "n_pred": 4791, + "n_ref": 17684 + }, + "14": { + "Dice": 0.17332627679280233, + "FN": 92, + "FP": 6156, + "IoU": 0.0948862813269593, + "TN": 343561, + "TP": 655, + "n_pred": 6811, + "n_ref": 747 + }, + "15": { + "Dice": 0.6407024440266621, + "FN": 13140, + "FP": 37314, + "IoU": 0.47134819099110425, + "TN": 255025, + "TP": 44985, + "n_pred": 82299, + "n_ref": 58125 + }, + "2": { + "Dice": 0.9360081883316275, + "FN": 862, + "FP": 701, + "IoU": 0.8797137140218563, + "TN": 337470, + "TP": 11431, + "n_pred": 12132, + "n_ref": 12293 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 206, + "IoU": 0.0, + "TN": 350258, + "TP": 0, + "n_pred": 206, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 97, + "FP": 0, + "IoU": 0.0, + "TN": 350367, + "TP": 0, + "n_pred": 0, + "n_ref": 97 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0005268010009219018, + "FN": 7589, + "FP": 0, + "IoU": 0.00026346989856408903, + "TN": 342873, + "TP": 2, + "n_pred": 2, + "n_ref": 7591 + }, + "8": { + "Dice": 0.6751592356687898, + "FN": 6, + "FP": 45, + "IoU": 0.5096153846153846, + "TN": 350360, + "TP": 53, + "n_pred": 98, + "n_ref": 59 + }, + "9": { + "Dice": 0.6127635805055159, + "FN": 329, + "FP": 5217, + "IoU": 0.44171532111938794, + "TN": 340530, + "TP": 4388, + "n_pred": 9605, + "n_ref": 4717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0185.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0185.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.45240574880233286, + "FN": 1678, + "FP": 951, + "IoU": 0.29232839838492597, + "TN": 872445, + "TP": 1086, + "n_pred": 2037, + "n_ref": 2764 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.15609541001226385, + "FN": 61240, + "FP": 3, + "IoU": 0.08465481937614898, + "TN": 809253, + "TP": 5664, + "n_pred": 5667, + "n_ref": 66904 + }, + "15": { + "Dice": 0.4681040797477627, + "FN": 8394, + "FP": 8307, + "IoU": 0.30557172557172557, + "TN": 852110, + "TP": 7349, + "n_pred": 15656, + "n_ref": 15743 + }, + "2": { + "Dice": 0.2792022792022792, + "FN": 1006, + "FP": 6, + "IoU": 0.16225165562913907, + "TN": 874952, + "TP": 196, + "n_pred": 202, + "n_ref": 1202 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 3, + "FP": 0, + "IoU": 0.0, + "TN": 876157, + "TP": 0, + "n_pred": 0, + "n_ref": 3 + }, + "5": { + "Dice": 0.10429447852760736, + "FN": 259, + "FP": 33, + "IoU": 0.05501618122977346, + "TN": 875851, + "TP": 17, + "n_pred": 50, + "n_ref": 276 + }, + "6": { + "Dice": 0.8556213675926698, + "FN": 4488, + "FP": 5896, + "IoU": 0.747673316647632, + "TN": 835007, + "TP": 30769, + "n_pred": 36665, + "n_ref": 35257 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 10, + "IoU": 0.0, + "TN": 876150, + "TP": 0, + "n_pred": 10, + "n_ref": 0 + }, + "8": { + "Dice": 0.9742826095705719, + "FN": 512, + "FP": 127, + "IoU": 0.9498548222553559, + "TN": 863417, + "TP": 12104, + "n_pred": 12231, + "n_ref": 12616 + }, + "9": { + "Dice": 0.8006575997608728, + "FN": 2649, + "FP": 4020, + "IoU": 0.6675805004486093, + "TN": 856098, + "TP": 13393, + "n_pred": 17413, + "n_ref": 16042 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0192.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.3697892171533627, + "FN": 29280, + "FP": 200, + "IoU": 0.22683521728867792, + "TN": 662799, + "TP": 8649, + "n_pred": 8849, + "n_ref": 37929 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6662632159766473, + "FN": 5982, + "FP": 3393, + "IoU": 0.49954625527144614, + "TN": 682195, + "TP": 9358, + "n_pred": 12751, + "n_ref": 15340 + }, + "14": { + "Dice": 0.4892789404314142, + "FN": 30, + "FP": 15857, + "IoU": 0.3238711324849981, + "TN": 677431, + "TP": 7610, + "n_pred": 23467, + "n_ref": 7640 + }, + "15": { + "Dice": 0.15513718622300057, + "FN": 34734, + "FP": 0, + "IoU": 0.08409144846135591, + "TN": 663005, + "TP": 3189, + "n_pred": 3189, + "n_ref": 37923 + }, + "2": { + "Dice": 0.7014705882352941, + "FN": 36, + "FP": 1182, + "IoU": 0.5402038505096263, + "TN": 698279, + "TP": 1431, + "n_pred": 2613, + "n_ref": 1467 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 700921, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 24, + "IoU": 0.0, + "TN": 700904, + "TP": 0, + "n_pred": 24, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.4554753309265945, + "FN": 615, + "FP": 1195, + "IoU": 0.29489676665368136, + "TN": 698361, + "TP": 757, + "n_pred": 1952, + "n_ref": 1372 + }, + "7": { + "Dice": 0.6330888053915429, + "FN": 12263, + "FP": 41, + "IoU": 0.46315284261966055, + "TN": 678009, + "TP": 10615, + "n_pred": 10656, + "n_ref": 22878 + }, + "8": { + "Dice": 0.9327542979942693, + "FN": 598, + "FP": 904, + "IoU": 0.8739827166708617, + "TN": 689009, + "TP": 10417, + "n_pred": 11321, + "n_ref": 11015 + }, + "9": { + "Dice": 0.7476437323279924, + "FN": 2025, + "FP": 6543, + "IoU": 0.5969896519285043, + "TN": 679668, + "TP": 12692, + "n_pred": 19235, + "n_ref": 14717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0212.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0212.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 9, + "IoU": 0.0, + "TN": 525687, + "TP": 0, + "n_pred": 9, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.8339517625231911, + "FN": 750, + "FP": 682, + "IoU": 0.7151949085123309, + "TN": 520668, + "TP": 3596, + "n_pred": 4278, + "n_ref": 4346 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 165, + "IoU": 0.0, + "TN": 525531, + "TP": 0, + "n_pred": 165, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9658605611718063, + "FN": 853, + "FP": 4503, + "IoU": 0.9339751728898805, + "TN": 444575, + "TP": 75765, + "n_pred": 80268, + "n_ref": 76618 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 12, + "IoU": 0.0, + "TN": 525684, + "TP": 0, + "n_pred": 12, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 61, + "IoU": 0.0, + "TN": 525635, + "TP": 0, + "n_pred": 61, + "n_ref": 0 + }, + "6": { + "Dice": 0.9777783151175162, + "FN": 970, + "FP": 868, + "IoU": 0.9565227675931401, + "TN": 483421, + "TP": 40437, + "n_pred": 41305, + "n_ref": 41407 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9251825348343369, + "FN": 10139, + "FP": 149, + "IoU": 0.8607810766191236, + "TN": 451798, + "TP": 63610, + "n_pred": 63759, + "n_ref": 73749 + }, + "9": { + "Dice": 0.6182669789227166, + "FN": 41, + "FP": 122, + "IoU": 0.44745762711864406, + "TN": 525401, + "TP": 132, + "n_pred": 254, + "n_ref": 173 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0237.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0237.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9696212472780494, + "FN": 443, + "FP": 408, + "IoU": 0.9410338137472284, + "TN": 686496, + "TP": 13581, + "n_pred": 13989, + "n_ref": 14024 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.07695153533111358, + "FN": 4702, + "FP": 2783, + "IoU": 0.04001539053482109, + "TN": 693131, + "TP": 312, + "n_pred": 3095, + "n_ref": 5014 + }, + "6": { + "Dice": 0.9790859538784067, + "FN": 99, + "FP": 2395, + "IoU": 0.9590287817058746, + "TN": 640056, + "TP": 58378, + "n_pred": 60773, + "n_ref": 58477 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 10788, + "IoU": 0.0, + "TN": 690140, + "TP": 0, + "n_pred": 10788, + "n_ref": 0 + }, + "8": { + "Dice": 0.6138467234357645, + "FN": 111, + "FP": 932, + "IoU": 0.4428418803418803, + "TN": 699056, + "TP": 829, + "n_pred": 1761, + "n_ref": 940 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 327, + "IoU": 0.0, + "TN": 700601, + "TP": 0, + "n_pred": 327, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0239.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0239.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1042, + "IoU": 0.0, + "TN": 1926510, + "TP": 0, + "n_pred": 1042, + "n_ref": 0 + }, + "10": { + "Dice": 0.7335631045391605, + "FN": 6509, + "FP": 19852, + "IoU": 0.5792338387869114, + "TN": 1864902, + "TP": 36289, + "n_pred": 56141, + "n_ref": 42798 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.2588568968573527, + "FN": 29161, + "FP": 106, + "IoU": 0.14867066146954447, + "TN": 1893174, + "TP": 5111, + "n_pred": 5217, + "n_ref": 34272 + }, + "14": { + "Dice": 0.5931153034087158, + "FN": 17979, + "FP": 47350, + "IoU": 0.4215806063181754, + "TN": 1814608, + "TP": 47615, + "n_pred": 94965, + "n_ref": 65594 + }, + "15": { + "Dice": 0.8594164456233422, + "FN": 53, + "FP": 0, + "IoU": 0.7534883720930232, + "TN": 1927337, + "TP": 162, + "n_pred": 162, + "n_ref": 215 + }, + "2": { + "Dice": 0.9799684351098701, + "FN": 58, + "FP": 107, + "IoU": 0.9607236372292312, + "TN": 1923351, + "TP": 4036, + "n_pred": 4143, + "n_ref": 4094 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 14523, + "FP": 50, + "IoU": 0.0, + "TN": 1912979, + "TP": 0, + "n_pred": 50, + "n_ref": 14523 + }, + "5": { + "Dice": 0.780723403126078, + "FN": 6203, + "FP": 2060, + "IoU": 0.6403168937448309, + "TN": 1904579, + "TP": 14710, + "n_pred": 16770, + "n_ref": 20913 + }, + "6": { + "Dice": 0.6484896390942837, + "FN": 3179, + "FP": 207607, + "IoU": 0.479825873225047, + "TN": 1522330, + "TP": 194436, + "n_pred": 402043, + "n_ref": 197615 + }, + "7": { + "Dice": 0.9182404007878325, + "FN": 5849, + "FP": 14616, + "IoU": 0.84883961414031, + "TN": 1792166, + "TP": 114921, + "n_pred": 129537, + "n_ref": 120770 + }, + "8": { + "Dice": 0.9539012535175236, + "FN": 804, + "FP": 97, + "IoU": 0.9118654015455345, + "TN": 1917329, + "TP": 9322, + "n_pred": 9419, + "n_ref": 10126 + }, + "9": { + "Dice": 0.8433031559353583, + "FN": 962, + "FP": 2742, + "IoU": 0.7290615170799503, + "TN": 1913881, + "TP": 9967, + "n_pred": 12709, + "n_ref": 10929 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0242.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0242.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9805450515060634, + "FN": 502, + "FP": 990, + "IoU": 0.9618326469008212, + "TN": 1187533, + "TP": 37599, + "n_pred": 38589, + "n_ref": 38101 + }, + "10": { + "Dice": 0.8601386448336455, + "FN": 2005, + "FP": 5238, + "IoU": 0.754599356259529, + "TN": 1197109, + "TP": 22272, + "n_pred": 27510, + "n_ref": 24277 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7864618318129618, + "FN": 9183, + "FP": 672, + "IoU": 0.6480734207049245, + "TN": 1198621, + "TP": 18148, + "n_pred": 18820, + "n_ref": 27331 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.981148912437256, + "FN": 135, + "FP": 34, + "IoU": 0.9629954017954894, + "TN": 1222057, + "TP": 4398, + "n_pred": 4432, + "n_ref": 4533 + }, + "3": { + "Dice": 0.0, + "FN": 14, + "FP": 0, + "IoU": 0.0, + "TN": 1226610, + "TP": 0, + "n_pred": 0, + "n_ref": 14 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 550, + "IoU": 0.0, + "TN": 1226074, + "TP": 0, + "n_pred": 550, + "n_ref": 0 + }, + "6": { + "Dice": 0.9011154910676843, + "FN": 2243, + "FP": 1294, + "IoU": 0.8200274767211113, + "TN": 1206971, + "TP": 16116, + "n_pred": 17410, + "n_ref": 18359 + }, + "7": { + "Dice": 0.9794356738395245, + "FN": 6488, + "FP": 365, + "IoU": 0.9597000882093502, + "TN": 1056574, + "TP": 163197, + "n_pred": 163562, + "n_ref": 169685 + }, + "8": { + "Dice": 0.9459456527634648, + "FN": 2065, + "FP": 2918, + "IoU": 0.8974353696690268, + "TN": 1178040, + "TP": 43601, + "n_pred": 46519, + "n_ref": 45666 + }, + "9": { + "Dice": 0.9436296165400248, + "FN": 898, + "FP": 1335, + "IoU": 0.8932753429240549, + "TN": 1205701, + "TP": 18690, + "n_pred": 20025, + "n_ref": 19588 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0263.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0263.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.859538784067086, + "FN": 1156, + "FP": 921, + "IoU": 0.7536764705882353, + "TN": 517264, + "TP": 6355, + "n_pred": 7276, + "n_ref": 7511 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.20171339563862928, + "FN": 8, + "FP": 2042, + "IoU": 0.11216977046340407, + "TN": 523387, + "TP": 259, + "n_pred": 2301, + "n_ref": 267 + }, + "7": { + "Dice": 0.6946798169107274, + "FN": 155258, + "FP": 2097, + "IoU": 0.5321911251434449, + "TN": 189330, + "TP": 179011, + "n_pred": 181108, + "n_ref": 334269 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 744, + "IoU": 0.0, + "TN": 524952, + "TP": 0, + "n_pred": 744, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0272.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0272.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.981572237580182, + "FN": 2051, + "FP": 1382, + "IoU": 0.9638113509866757, + "TN": 430832, + "TP": 91431, + "n_pred": 92813, + "n_ref": 93482 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.2876797998749218, + "FN": 9, + "FP": 1130, + "IoU": 0.16800584368151936, + "TN": 524327, + "TP": 230, + "n_pred": 1360, + "n_ref": 239 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 3652, + "IoU": 0.0, + "TN": 522044, + "TP": 0, + "n_pred": 3652, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.7731464251747096, + "FN": 20808, + "FP": 1136, + "IoU": 0.6301863898345074, + "TN": 466358, + "TP": 37394, + "n_pred": 38530, + "n_ref": 58202 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9445166079049917, + "FN": 521, + "FP": 1572, + "IoU": 0.8948663853727145, + "TN": 505788, + "TP": 17815, + "n_pred": 19387, + "n_ref": 18336 + }, + "7": { + "Dice": 0.03549337260677467, + "FN": 372, + "FP": 12726, + "IoU": 0.018067321388409927, + "TN": 512357, + "TP": 241, + "n_pred": 12967, + "n_ref": 613 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0273.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0273.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9440610243370868, + "FN": 857, + "FP": 4379, + "IoU": 0.8940488476092191, + "TN": 476277, + "TP": 44183, + "n_pred": 48562, + "n_ref": 45040 + }, + "10": { + "Dice": 0.7459573091849935, + "FN": 4016, + "FP": 2268, + "IoU": 0.5948420373952289, + "TN": 510186, + "TP": 9226, + "n_pred": 11494, + "n_ref": 13242 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7143777592172772, + "FN": 20225, + "FP": 3713, + "IoU": 0.555666926532279, + "TN": 471822, + "TP": 29936, + "n_pred": 33649, + "n_ref": 50161 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7757451707816297, + "FN": 1720, + "FP": 33, + "IoU": 0.6336468129571577, + "TN": 520911, + "TP": 3032, + "n_pred": 3065, + "n_ref": 4752 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 3406, + "IoU": 0.0, + "TN": 522290, + "TP": 0, + "n_pred": 3406, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9081611154737508, + "FN": 1705, + "FP": 3090, + "IoU": 0.8317720941655264, + "TN": 497193, + "TP": 23708, + "n_pred": 26798, + "n_ref": 25413 + }, + "7": { + "Dice": 0.6834694941769511, + "FN": 508, + "FP": 1313, + "IoU": 0.5191444415104304, + "TN": 521909, + "TP": 1966, + "n_pred": 3279, + "n_ref": 2474 + }, + "8": { + "Dice": 0.6709236442126091, + "FN": 3467, + "FP": 192, + "IoU": 0.504804439030992, + "TN": 518307, + "TP": 3730, + "n_pred": 3922, + "n_ref": 7197 + }, + "9": { + "Dice": 0.7453411049995895, + "FN": 1696, + "FP": 4508, + "IoU": 0.5940587580972322, + "TN": 510413, + "TP": 9079, + "n_pred": 13587, + "n_ref": 10775 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0279.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0279.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 1.0, + "FN": 0, + "FP": 0, + "IoU": 1.0, + "TN": 1401855, + "TP": 1, + "n_pred": 1, + "n_ref": 1 + }, + "10": { + "Dice": 0.21994457984175209, + "FN": 31151, + "FP": 15579, + "IoU": 0.12356052365054954, + "TN": 1348538, + "TP": 6588, + "n_pred": 22167, + "n_ref": 37739 + }, + "11": { + "Dice": 0.5955875012478786, + "FN": 2980, + "FP": 1071, + "IoU": 0.4240830253056582, + "TN": 1394822, + "TP": 2983, + "n_pred": 4054, + "n_ref": 5963 + }, + "12": { + "Dice": 0.0, + "FN": 483, + "FP": 770, + "IoU": 0.0, + "TN": 1400603, + "TP": 0, + "n_pred": 770, + "n_ref": 483 + }, + "13": { + "Dice": 0.01894112277498859, + "FN": 12012, + "FP": 5184, + "IoU": 0.009561110471143877, + "TN": 1384494, + "TP": 166, + "n_pred": 5350, + "n_ref": 12178 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 971, + "IoU": 0.0, + "TN": 1400885, + "TP": 0, + "n_pred": 971, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 15, + "IoU": 0.0, + "TN": 1401841, + "TP": 0, + "n_pred": 15, + "n_ref": 0 + }, + "2": { + "Dice": 0.670490835616231, + "FN": 21609, + "FP": 162, + "IoU": 0.5043145647867763, + "TN": 1357935, + "TP": 22150, + "n_pred": 22312, + "n_ref": 43759 + }, + "3": { + "Dice": 0.7619069848865029, + "FN": 837, + "FP": 19564, + "IoU": 0.6153875157890768, + "TN": 1348813, + "TP": 32642, + "n_pred": 52206, + "n_ref": 33479 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 9359, + "IoU": 0.0, + "TN": 1392497, + "TP": 0, + "n_pred": 9359, + "n_ref": 0 + }, + "5": { + "Dice": 0.8175942111467945, + "FN": 3096, + "FP": 1391, + "IoU": 0.6914666850030943, + "TN": 1387313, + "TP": 10056, + "n_pred": 11447, + "n_ref": 13152 + }, + "6": { + "Dice": 0.9438378471940119, + "FN": 9429, + "FP": 6470, + "IoU": 0.8936486170106024, + "TN": 1252361, + "TP": 133596, + "n_pred": 140066, + "n_ref": 143025 + }, + "7": { + "Dice": 0.9470422498382046, + "FN": 4701, + "FP": 11501, + "IoU": 0.899411443329691, + "TN": 1240784, + "TP": 144870, + "n_pred": 156371, + "n_ref": 149571 + }, + "8": { + "Dice": 0.9561217062163343, + "FN": 200, + "FP": 1307, + "IoU": 0.9159321655695638, + "TN": 1383930, + "TP": 16419, + "n_pred": 17726, + "n_ref": 16619 + }, + "9": { + "Dice": 0.7552619991193307, + "FN": 1742, + "FP": 9374, + "IoU": 0.6067638318947219, + "TN": 1373588, + "TP": 17152, + "n_pred": 26526, + "n_ref": 18894 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0307.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0307.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8704600484261501, + "FN": 895, + "FP": 1245, + "IoU": 0.7706323687031083, + "TN": 691598, + "TP": 7190, + "n_pred": 8435, + "n_ref": 8085 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 157, + "IoU": 0.0, + "TN": 700771, + "TP": 0, + "n_pred": 157, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.832428220052115, + "FN": 4145, + "FP": 2736, + "IoU": 0.7129567829133989, + "TN": 676956, + "TP": 17091, + "n_pred": 19827, + "n_ref": 21236 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9680614368764803, + "FN": 433, + "FP": 902, + "IoU": 0.9380998748087356, + "TN": 679361, + "TP": 20232, + "n_pred": 21134, + "n_ref": 20665 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 21, + "IoU": 0.0, + "TN": 700907, + "TP": 0, + "n_pred": 21, + "n_ref": 0 + }, + "4": { + "Dice": 0.6563630384741861, + "FN": 2025, + "FP": 5290, + "IoU": 0.4884973078805678, + "TN": 686627, + "TP": 6986, + "n_pred": 12276, + "n_ref": 9011 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9625798744761941, + "FN": 1467, + "FP": 6427, + "IoU": 0.9278592643363034, + "TN": 591503, + "TP": 101531, + "n_pred": 107958, + "n_ref": 102998 + }, + "7": { + "Dice": 0.9675442407391317, + "FN": 10083, + "FP": 1123, + "IoU": 0.9371290072823977, + "TN": 522690, + "TP": 167032, + "n_pred": 168155, + "n_ref": 177115 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 9496, + "IoU": 0.0, + "TN": 691432, + "TP": 0, + "n_pred": 9496, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 11, + "IoU": 0.0, + "TN": 700917, + "TP": 0, + "n_pred": 11, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0336.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0336.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 115, + "IoU": 0.0, + "TN": 700813, + "TP": 0, + "n_pred": 115, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.7010386685020649, + "FN": 775, + "FP": 1614, + "IoU": 0.5396917148362235, + "TN": 695738, + "TP": 2801, + "n_pred": 4415, + "n_ref": 3576 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.4523051131601006, + "FN": 3181, + "FP": 86, + "IoU": 0.2922443674176776, + "TN": 696312, + "TP": 1349, + "n_pred": 1435, + "n_ref": 4530 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 17194, + "IoU": 0.0, + "TN": 683734, + "TP": 0, + "n_pred": 17194, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9721305782253864, + "FN": 372, + "FP": 270, + "IoU": 0.9457724469972126, + "TN": 689089, + "TP": 11197, + "n_pred": 11467, + "n_ref": 11569 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 104, + "IoU": 0.0, + "TN": 700824, + "TP": 0, + "n_pred": 104, + "n_ref": 0 + }, + "4": { + "Dice": 0.7361111111111112, + "FN": 134, + "FP": 18, + "IoU": 0.5824175824175825, + "TN": 700564, + "TP": 212, + "n_pred": 230, + "n_ref": 346 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 560, + "IoU": 0.0, + "TN": 700368, + "TP": 0, + "n_pred": 560, + "n_ref": 0 + }, + "6": { + "Dice": 0.93350306924292, + "FN": 4140, + "FP": 5837, + "IoU": 0.8752984113890034, + "TN": 620921, + "TP": 70030, + "n_pred": 75867, + "n_ref": 74170 + }, + "7": { + "Dice": 0.7481647806411, + "FN": 4654, + "FP": 46153, + "IoU": 0.597654363027313, + "TN": 574651, + "TP": 75470, + "n_pred": 121623, + "n_ref": 80124 + }, + "8": { + "Dice": 0.9638806279825715, + "FN": 1547, + "FP": 2631, + "IoU": 0.9302795160617439, + "TN": 641003, + "TP": 55747, + "n_pred": 58378, + "n_ref": 57294 + }, + "9": { + "Dice": 0.8938144892722607, + "FN": 459, + "FP": 3431, + "IoU": 0.8080150034547429, + "TN": 680666, + "TP": 16372, + "n_pred": 19803, + "n_ref": 16831 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0348.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0348.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8980691394068078, + "FN": 26388, + "FP": 4336, + "IoU": 0.8149959053904331, + "TN": 1411016, + "TP": 135348, + "n_pred": 139684, + "n_ref": 161736 + }, + "10": { + "Dice": 0.869038549443852, + "FN": 3685, + "FP": 3191, + "IoU": 0.7684068710003368, + "TN": 1547398, + "TP": 22814, + "n_pred": 26005, + "n_ref": 26499 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6590064794816415, + "FN": 932, + "FP": 3015, + "IoU": 0.4914315165571447, + "TN": 1569327, + "TP": 3814, + "n_pred": 6829, + "n_ref": 4746 + }, + "13": { + "Dice": 0.0, + "FN": 110, + "FP": 1, + "IoU": 0.0, + "TN": 1576977, + "TP": 0, + "n_pred": 1, + "n_ref": 110 + }, + "14": { + "Dice": 0.622115424452086, + "FN": 670, + "FP": 17572, + "IoU": 0.4515003908833965, + "TN": 1543830, + "TP": 15016, + "n_pred": 32588, + "n_ref": 15686 + }, + "15": { + "Dice": 0.0, + "FN": 16489, + "FP": 589, + "IoU": 0.0, + "TN": 1560010, + "TP": 0, + "n_pred": 589, + "n_ref": 16489 + }, + "2": { + "Dice": 0.7204170255845551, + "FN": 55744, + "FP": 7222, + "IoU": 0.5630092303421472, + "TN": 1432998, + "TP": 81124, + "n_pred": 88346, + "n_ref": 136868 + }, + "3": { + "Dice": 0.6930751856075881, + "FN": 115119, + "FP": 8944, + "IoU": 0.5303099137572027, + "TN": 1312950, + "TP": 140075, + "n_pred": 149019, + "n_ref": 255194 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7187943720149735, + "FN": 1475, + "FP": 24667, + "IoU": 0.5610296710493174, + "TN": 1517535, + "TP": 33411, + "n_pred": 58078, + "n_ref": 34886 + }, + "7": { + "Dice": 0.7657376903214318, + "FN": 3455, + "FP": 1807, + "IoU": 0.6204010965228682, + "TN": 1563226, + "TP": 8600, + "n_pred": 10407, + "n_ref": 12055 + }, + "8": { + "Dice": 0.7594486438417074, + "FN": 1897, + "FP": 267, + "IoU": 0.6121863799283154, + "TN": 1571508, + "TP": 3416, + "n_pred": 3683, + "n_ref": 5313 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0351.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0351.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 6, + "FP": 0, + "IoU": 0.0, + "TN": 525690, + "TP": 0, + "n_pred": 0, + "n_ref": 6 + }, + "10": { + "Dice": 0.579352655629872, + "FN": 24889, + "FP": 1714, + "IoU": 0.4078089174810231, + "TN": 480773, + "TP": 18320, + "n_pred": 20034, + "n_ref": 43209 + }, + "11": { + "Dice": 0.44640605296343, + "FN": 208, + "FP": 231, + "IoU": 0.28733766233766234, + "TN": 525080, + "TP": 177, + "n_pred": 408, + "n_ref": 385 + }, + "12": { + "Dice": 0.5765325310267018, + "FN": 1753, + "FP": 499, + "IoU": 0.4050198150594452, + "TN": 521911, + "TP": 1533, + "n_pred": 2032, + "n_ref": 3286 + }, + "13": { + "Dice": 0.6033119591608044, + "FN": 6653, + "FP": 6091, + "IoU": 0.4319589926454201, + "TN": 503261, + "TP": 9691, + "n_pred": 15782, + "n_ref": 16344 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8792569659442725, + "FN": 129, + "FP": 300, + "IoU": 0.7845303867403315, + "TN": 523705, + "TP": 1562, + "n_pred": 1862, + "n_ref": 1691 + }, + "3": { + "Dice": 0.9612231202404224, + "FN": 1142, + "FP": 187, + "IoU": 0.9253412729621932, + "TN": 507895, + "TP": 16472, + "n_pred": 16659, + "n_ref": 17614 + }, + "4": { + "Dice": 0.0, + "FN": 2075, + "FP": 102, + "IoU": 0.0, + "TN": 523519, + "TP": 0, + "n_pred": 102, + "n_ref": 2075 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9606186274204109, + "FN": 2509, + "FP": 2543, + "IoU": 0.9242215155696886, + "TN": 459028, + "TP": 61616, + "n_pred": 64159, + "n_ref": 64125 + }, + "7": { + "Dice": 0.41284414930832586, + "FN": 35278, + "FP": 12557, + "IoU": 0.26011569634350057, + "TN": 461044, + "TP": 16817, + "n_pred": 29374, + "n_ref": 52095 + }, + "8": { + "Dice": 0.9138969873663751, + "FN": 98, + "FP": 1674, + "IoU": 0.841445955619184, + "TN": 514520, + "TP": 9404, + "n_pred": 11078, + "n_ref": 9502 + }, + "9": { + "Dice": 0.900550520168296, + "FN": 2267, + "FP": 2484, + "IoU": 0.8190922245068921, + "TN": 499434, + "TP": 21511, + "n_pred": 23995, + "n_ref": 23778 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0404.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0404.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 93, + "IoU": 0.0, + "TN": 1576995, + "TP": 0, + "n_pred": 93, + "n_ref": 0 + }, + "10": { + "Dice": 0.38299847869096, + "FN": 86173, + "FP": 214, + "IoU": 0.23685721605314536, + "TN": 1463889, + "TP": 26812, + "n_pred": 27026, + "n_ref": 112985 + }, + "11": { + "Dice": 0.8033977434833355, + "FN": 2336, + "FP": 696, + "IoU": 0.6713991546548174, + "TN": 1567861, + "TP": 6195, + "n_pred": 6891, + "n_ref": 8531 + }, + "12": { + "Dice": 0.5512698109604736, + "FN": 3454, + "FP": 1246, + "IoU": 0.3805193093449321, + "TN": 1569501, + "TP": 2887, + "n_pred": 4133, + "n_ref": 6341 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 2361, + "IoU": 0.0, + "TN": 1574727, + "TP": 0, + "n_pred": 2361, + "n_ref": 0 + }, + "14": { + "Dice": 0.8921350519150498, + "FN": 34085, + "FP": 0, + "IoU": 0.8052741929033769, + "TN": 1402047, + "TP": 140956, + "n_pred": 140956, + "n_ref": 175041 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9640467951886637, + "FN": 1188, + "FP": 994, + "IoU": 0.9305891334775417, + "TN": 1545652, + "TP": 29254, + "n_pred": 30248, + "n_ref": 30442 + }, + "3": { + "Dice": 0.9511896334939767, + "FN": 14113, + "FP": 988, + "IoU": 0.9069224178845051, + "TN": 1414847, + "TP": 147140, + "n_pred": 148128, + "n_ref": 161253 + }, + "4": { + "Dice": 0.7552010614253647, + "FN": 31034, + "FP": 701, + "IoU": 0.6066851746275685, + "TN": 1496402, + "TP": 48951, + "n_pred": 49652, + "n_ref": 79985 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 278, + "IoU": 0.0, + "TN": 1576810, + "TP": 0, + "n_pred": 278, + "n_ref": 0 + }, + "6": { + "Dice": 0.8780785685122398, + "FN": 3274, + "FP": 31067, + "IoU": 0.7826560255185028, + "TN": 1419085, + "TP": 123662, + "n_pred": 154729, + "n_ref": 126936 + }, + "7": { + "Dice": 0.0, + "FN": 22331, + "FP": 5491, + "IoU": 0.0, + "TN": 1549266, + "TP": 0, + "n_pred": 5491, + "n_ref": 22331 + }, + "8": { + "Dice": 0.9469354494480122, + "FN": 2217, + "FP": 518, + "IoU": 0.8992188075760925, + "TN": 1549950, + "TP": 24403, + "n_pred": 24921, + "n_ref": 26620 + }, + "9": { + "Dice": 0.9158851946575731, + "FN": 380, + "FP": 212, + "IoU": 0.8448230668414155, + "TN": 1573273, + "TP": 3223, + "n_pred": 3435, + "n_ref": 3603 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0410.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0410.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": 0.5423596231737943, + "FN": 2665.3088888888888, + "FP": 2454.6844444444446, + "IoU": 0.46507743490259695, + "TN": 574769.9711111111, + "TP": 10057.768888888892, + "n_pred": 12512.453333333333, + "n_ref": 12723.077777777775 + }, + "mean": { + "1": { + "Dice": 0.6223562755214429, + "FN": 2121.1, + "FP": 4318.1, + "IoU": 0.566550993200738, + "TN": 564784.3, + "TP": 18724.233333333334, + "n_pred": 23042.333333333332, + "n_ref": 20845.333333333332 + }, + "10": { + "Dice": 0.6007122116641379, + "FN": 1151.4333333333334, + "FP": 1051.5333333333333, + "IoU": 0.4914712379701364, + "TN": 584024.4333333333, + "TP": 3720.3333333333335, + "n_pred": 4771.866666666667, + "n_ref": 4871.766666666666 + }, + "11": { + "Dice": 0.2765929468077793, + "FN": 450.96666666666664, + "FP": 75.73333333333333, + "IoU": 0.19731803279216642, + "TN": 589083.4, + "TP": 337.6333333333333, + "n_pred": 413.3666666666667, + "n_ref": 788.6 + }, + "12": { + "Dice": 0.453776401365031, + "FN": 166.56666666666666, + "FP": 265.2, + "IoU": 0.3519191013538004, + "TN": 589111.0, + "TP": 404.96666666666664, + "n_pred": 670.1666666666666, + "n_ref": 571.5333333333333 + }, + "13": { + "Dice": 0.4553995879008094, + "FN": 1271.4666666666667, + "FP": 1086.2666666666667, + "IoU": 0.36122443797420073, + "TN": 585230.3, + "TP": 2359.7, + "n_pred": 3445.9666666666667, + "n_ref": 3631.1666666666665 + }, + "14": { + "Dice": 0.45102491427146835, + "FN": 18379.033333333333, + "FP": 1690.1666666666667, + "IoU": 0.3516945105017251, + "TN": 561020.7, + "TP": 8857.833333333334, + "n_pred": 10548.0, + "n_ref": 27236.866666666665 + }, + "15": { + "Dice": 0.30803498712217864, + "FN": 2803.6, + "FP": 2601.4666666666667, + "IoU": 0.23836811973728078, + "TN": 581477.9666666667, + "TP": 3064.7, + "n_pred": 5666.166666666667, + "n_ref": 5868.3 + }, + "2": { + "Dice": 0.6677935605672931, + "FN": 1556.1666666666667, + "FP": 731.6333333333333, + "IoU": 0.620828897604511, + "TN": 577954.1, + "TP": 9705.833333333334, + "n_pred": 10437.466666666667, + "n_ref": 11262.0 + }, + "3": { + "Dice": 0.689363283319741, + "FN": 1192.7666666666667, + "FP": 1635.6666666666667, + "IoU": 0.6219216235190042, + "TN": 576552.7666666667, + "TP": 10566.533333333333, + "n_pred": 12202.2, + "n_ref": 11759.3 + }, + "4": { + "Dice": 0.2941633796955596, + "FN": 755.9333333333333, + "FP": 586.8, + "IoU": 0.23006589161013796, + "TN": 587793.0, + "TP": 812.0, + "n_pred": 1398.8, + "n_ref": 1567.9333333333334 + }, + "5": { + "Dice": 0.3675103886673285, + "FN": 587.2666666666667, + "FP": 259.1333333333333, + "IoU": 0.28123426140269486, + "TN": 588356.0, + "TP": 745.3333333333334, + "n_pred": 1004.4666666666667, + "n_ref": 1332.6 + }, + "6": { + "Dice": 0.8289028972014533, + "FN": 5995.033333333334, + "FP": 13828.4, + "IoU": 0.7659407214246006, + "TN": 515621.4666666667, + "TP": 54502.833333333336, + "n_pred": 68331.23333333334, + "n_ref": 60497.86666666667 + }, + "7": { + "Dice": 0.5278559754526171, + "FN": 1755.2, + "FP": 6728.7, + "IoU": 0.46851434492716004, + "TN": 560329.1666666666, + "TP": 21134.666666666668, + "n_pred": 27863.366666666665, + "n_ref": 22889.866666666665 + }, + "8": { + "Dice": 0.851107233497986, + "FN": 893.7333333333333, + "FP": 560.6666666666666, + "IoU": 0.7851187623965203, + "TN": 578985.8666666667, + "TP": 9507.466666666667, + "n_pred": 10068.133333333333, + "n_ref": 10401.2 + }, + "9": { + "Dice": 0.7408003045520869, + "FN": 899.3666666666667, + "FP": 1400.8, + "IoU": 0.6439905871242769, + "TN": 581225.1, + "TP": 6422.466666666666, + "n_pred": 7823.266666666666, + "n_ref": 7321.833333333333 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6191646191646192, + "FN": 294, + "FP": 16, + "IoU": 0.4483985765124555, + "TN": 174670, + "TP": 252, + "n_pred": 268, + "n_ref": 546 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 14, + "IoU": 0.0, + "TN": 175218, + "TP": 0, + "n_pred": 14, + "n_ref": 0 + }, + "13": { + "Dice": 0.523340415942309, + "FN": 1957, + "FP": 5446, + "IoU": 0.35440830208424173, + "TN": 163765, + "TP": 4064, + "n_pred": 9510, + "n_ref": 6021 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9606625839090769, + "FN": 1152, + "FP": 1655, + "IoU": 0.9243028962839114, + "TN": 138150, + "TP": 34275, + "n_pred": 35930, + "n_ref": 35427 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9600880673817874, + "FN": 828, + "FP": 731, + "IoU": 0.9232397833579518, + "TN": 154922, + "TP": 18751, + "n_pred": 19482, + "n_ref": 19579 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0009.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0009.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2115, + "IoU": 0.0, + "TN": 698813, + "TP": 0, + "n_pred": 2115, + "n_ref": 0 + }, + "10": { + "Dice": 0.7144141444411147, + "FN": 2187, + "FP": 672, + "IoU": 0.5557109557109557, + "TN": 694493, + "TP": 3576, + "n_pred": 4248, + "n_ref": 5763 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 20, + "IoU": 0.0, + "TN": 700908, + "TP": 0, + "n_pred": 20, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6874878381007978, + "FN": 2020, + "FP": 1192, + "IoU": 0.5237954040029652, + "TN": 694183, + "TP": 3533, + "n_pred": 4725, + "n_ref": 5553 + }, + "14": { + "Dice": 0.9251470588235294, + "FN": 2473, + "FP": 6689, + "IoU": 0.8607196606922972, + "TN": 635147, + "TP": 56619, + "n_pred": 63308, + "n_ref": 59092 + }, + "15": { + "Dice": 0.8497155613163391, + "FN": 11134, + "FP": 1388, + "IoU": 0.7387003881307124, + "TN": 653006, + "TP": 35400, + "n_pred": 36788, + "n_ref": 46534 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.16224057130104888, + "FN": 528, + "FP": 6980, + "IoU": 0.08828172434729811, + "TN": 692693, + "TP": 727, + "n_pred": 7707, + "n_ref": 1255 + }, + "5": { + "Dice": 0.8535838849740195, + "FN": 809, + "FP": 1248, + "IoU": 0.7445672420216068, + "TN": 692875, + "TP": 5996, + "n_pred": 7244, + "n_ref": 6805 + }, + "6": { + "Dice": 0.9404622548254513, + "FN": 9955, + "FP": 8355, + "IoU": 0.8876156221036932, + "TN": 538005, + "TP": 144613, + "n_pred": 152968, + "n_ref": 154568 + }, + "7": { + "Dice": 0.6848998724709613, + "FN": 7551, + "FP": 10733, + "IoU": 0.5207967500982833, + "TN": 662773, + "TP": 19871, + "n_pred": 30604, + "n_ref": 27422 + }, + "8": { + "Dice": 0.9007633587786259, + "FN": 147, + "FP": 152, + "IoU": 0.8194444444444444, + "TN": 699272, + "TP": 1357, + "n_pred": 1509, + "n_ref": 1504 + }, + "9": { + "Dice": 0.612384679899357, + "FN": 5639, + "FP": 10999, + "IoU": 0.44132164803062357, + "TN": 671147, + "TP": 13143, + "n_pred": 24142, + "n_ref": 18782 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0035.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0035.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9618834504711777, + "FN": 1904, + "FP": 4143, + "IoU": 0.9265659534160736, + "TN": 268118, + "TP": 76299, + "n_pred": 80442, + "n_ref": 78203 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0045.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0045.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.01975956518246807, + "FN": 290, + "FP": 36321, + "IoU": 0.009978366684694429, + "TN": 1715340, + "TP": 369, + "n_pred": 36690, + "n_ref": 659 + }, + "10": { + "Dice": 0.2817547548504253, + "FN": 3592, + "FP": 3923, + "IoU": 0.16397819557236623, + "TN": 1743331, + "TP": 1474, + "n_pred": 5397, + "n_ref": 5066 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5198374298432359, + "FN": 382, + "FP": 2099, + "IoU": 0.35120292887029286, + "TN": 1748496, + "TP": 1343, + "n_pred": 3442, + "n_ref": 1725 + }, + "13": { + "Dice": 0.6938511326860841, + "FN": 163, + "FP": 783, + "IoU": 0.5312190287413281, + "TN": 1750302, + "TP": 1072, + "n_pred": 1855, + "n_ref": 1235 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 34340, + "IoU": 0.0, + "TN": 1717980, + "TP": 0, + "n_pred": 34340, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 440, + "IoU": 0.0, + "TN": 1751880, + "TP": 0, + "n_pred": 440, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.34599468840713976, + "FN": 301, + "FP": 10288, + "IoU": 0.20918595967139655, + "TN": 1738930, + "TP": 2801, + "n_pred": 13089, + "n_ref": 3102 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 3878, + "IoU": 0.0, + "TN": 1748442, + "TP": 0, + "n_pred": 3878, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 677, + "IoU": 0.0, + "TN": 1751643, + "TP": 0, + "n_pred": 677, + "n_ref": 0 + }, + "6": { + "Dice": 0.6934987386303145, + "FN": 1187, + "FP": 91514, + "IoU": 0.5308060230292294, + "TN": 1554745, + "TP": 104874, + "n_pred": 196388, + "n_ref": 106061 + }, + "7": { + "Dice": 0.7416910674221394, + "FN": 4265, + "FP": 50077, + "IoU": 0.5894347947627286, + "TN": 1619961, + "TP": 78017, + "n_pred": 128094, + "n_ref": 82282 + }, + "8": { + "Dice": 0.8915966752252056, + "FN": 751, + "FP": 4231, + "IoU": 0.8043973301923832, + "TN": 1726850, + "TP": 20488, + "n_pred": 24719, + "n_ref": 21239 + }, + "9": { + "Dice": 0.8021090419564729, + "FN": 790, + "FP": 2738, + "IoU": 0.669601048885559, + "TN": 1741642, + "TP": 7150, + "n_pred": 9888, + "n_ref": 7940 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0052.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0052.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0054.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0054.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8597427047379981, + "FN": 358, + "FP": 536, + "IoU": 0.7539900935608145, + "TN": 346830, + "TP": 2740, + "n_pred": 3276, + "n_ref": 3098 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8057100482017056, + "FN": 307, + "FP": 741, + "IoU": 0.6746352064576219, + "TN": 347243, + "TP": 2173, + "n_pred": 2914, + "n_ref": 2480 + }, + "7": { + "Dice": 0.9893090202249271, + "FN": 2048, + "FP": 1417, + "IoU": 0.9788442165033427, + "TN": 186679, + "TP": 160320, + "n_pred": 161737, + "n_ref": 162368 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0078.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0078.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7328072153325818, + "FN": 224, + "FP": 13, + "IoU": 0.5782918149466192, + "TN": 700366, + "TP": 325, + "n_pred": 338, + "n_ref": 549 + }, + "10": { + "Dice": 0.8985420111228017, + "FN": 947, + "FP": 403, + "IoU": 0.8157751091703057, + "TN": 693600, + "TP": 5978, + "n_pred": 6381, + "n_ref": 6925 + }, + "11": { + "Dice": 0.528052805280528, + "FN": 3379, + "FP": 196, + "IoU": 0.35874439461883406, + "TN": 695353, + "TP": 2000, + "n_pred": 2196, + "n_ref": 5379 + }, + "12": { + "Dice": 0.5090419715703591, + "FN": 2316, + "FP": 3521, + "IoU": 0.3414193839557712, + "TN": 692065, + "TP": 3026, + "n_pred": 6547, + "n_ref": 5342 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 361, + "IoU": 0.0, + "TN": 700567, + "TP": 0, + "n_pred": 361, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 268, + "IoU": 0.0, + "TN": 700660, + "TP": 0, + "n_pred": 268, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 14174, + "IoU": 0.0, + "TN": 686754, + "TP": 0, + "n_pred": 14174, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9542363425262745, + "FN": 1846, + "FP": 1189, + "IoU": 0.9124780113619979, + "TN": 666251, + "TP": 31642, + "n_pred": 32831, + "n_ref": 33488 + }, + "4": { + "Dice": 0.17421602787456447, + "FN": 446, + "FP": 28, + "IoU": 0.09541984732824428, + "TN": 700404, + "TP": 50, + "n_pred": 78, + "n_ref": 496 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9615909224036217, + "FN": 4406, + "FP": 4774, + "IoU": 0.9260232245170961, + "TN": 576835, + "TP": 114913, + "n_pred": 119687, + "n_ref": 119319 + }, + "7": { + "Dice": 0.6543984554120912, + "FN": 5037, + "FP": 691, + "IoU": 0.48632409649358804, + "TN": 689777, + "TP": 5423, + "n_pred": 6114, + "n_ref": 10460 + }, + "8": { + "Dice": 0.7110975236930602, + "FN": 86, + "FP": 859, + "IoU": 0.551707779886148, + "TN": 698820, + "TP": 1163, + "n_pred": 2022, + "n_ref": 1249 + }, + "9": { + "Dice": 0.9347796398540688, + "FN": 2468, + "FP": 875, + "IoU": 0.8775457875457875, + "TN": 673628, + "TP": 23957, + "n_pred": 24832, + "n_ref": 26425 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0102.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0102.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0127.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0127.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9718827193641929, + "FN": 715, + "FP": 594, + "IoU": 0.9453033595186361, + "TN": 852228, + "TP": 22623, + "n_pred": 23217, + "n_ref": 23338 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 460, + "IoU": 0.0, + "TN": 875700, + "TP": 0, + "n_pred": 460, + "n_ref": 0 + }, + "11": { + "Dice": 0.7688580197060249, + "FN": 949, + "FP": 482, + "IoU": 0.6245080031487799, + "TN": 872349, + "TP": 2380, + "n_pred": 2862, + "n_ref": 3329 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 876159, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "14": { + "Dice": 0.7288951097891698, + "FN": 2906, + "FP": 193, + "IoU": 0.5734342739160357, + "TN": 868895, + "TP": 4166, + "n_pred": 4359, + "n_ref": 7072 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 17252, + "IoU": 0.0, + "TN": 858908, + "TP": 0, + "n_pred": 17252, + "n_ref": 0 + }, + "2": { + "Dice": 0.8029681480892262, + "FN": 33128, + "FP": 1550, + "IoU": 0.6707993164989557, + "TN": 770820, + "TP": 70662, + "n_pred": 72212, + "n_ref": 103790 + }, + "3": { + "Dice": 0.7311911536092452, + "FN": 8777, + "FP": 27881, + "IoU": 0.5762815696699994, + "TN": 789645, + "TP": 49857, + "n_pred": 77738, + "n_ref": 58634 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9575501313344865, + "FN": 6059, + "FP": 567, + "IoU": 0.9185574866638806, + "TN": 794802, + "TP": 74732, + "n_pred": 75299, + "n_ref": 80791 + }, + "7": { + "Dice": 0.9379352242092873, + "FN": 2300, + "FP": 5873, + "IoU": 0.8831243118019706, + "TN": 806231, + "TP": 61756, + "n_pred": 67629, + "n_ref": 64056 + }, + "8": { + "Dice": 0.8907963757749165, + "FN": 110, + "FP": 119, + "IoU": 0.8030954428202923, + "TN": 874997, + "TP": 934, + "n_pred": 1053, + "n_ref": 1044 + }, + "9": { + "Dice": 0.9451468392234943, + "FN": 321, + "FP": 781, + "IoU": 0.895998489996225, + "TN": 865564, + "TP": 9494, + "n_pred": 10275, + "n_ref": 9815 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0158.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0158.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7785775986179095, + "FN": 611, + "FP": 158, + "IoU": 0.6374351720886374, + "TN": 348343, + "TP": 1352, + "n_pred": 1510, + "n_ref": 1963 + }, + "11": { + "Dice": 0.5193488123832399, + "FN": 1779, + "FP": 22, + "IoU": 0.3507570295602019, + "TN": 347690, + "TP": 973, + "n_pred": 995, + "n_ref": 2752 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7905442871735007, + "FN": 4961, + "FP": 2216, + "IoU": 0.6536364075092901, + "TN": 329743, + "TP": 13544, + "n_pred": 15760, + "n_ref": 18505 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9639014482942044, + "FN": 1023, + "FP": 470, + "IoU": 0.9303183048632503, + "TN": 329038, + "TP": 19933, + "n_pred": 20403, + "n_ref": 20956 + }, + "3": { + "Dice": 0.75, + "FN": 0, + "FP": 2, + "IoU": 0.6, + "TN": 350459, + "TP": 3, + "n_pred": 5, + "n_ref": 3 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.974959015655119, + "FN": 1074, + "FP": 1706, + "IoU": 0.9511414963356122, + "TN": 293565, + "TP": 54119, + "n_pred": 55825, + "n_ref": 55193 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9613006923837785, + "FN": 126, + "FP": 1126, + "IoU": 0.925485061302226, + "TN": 333662, + "TP": 15550, + "n_pred": 16676, + "n_ref": 15676 + }, + "9": { + "Dice": 0.9532435233160622, + "FN": 1055, + "FP": 1201, + "IoU": 0.9106640795153051, + "TN": 325211, + "TP": 22997, + "n_pred": 24198, + "n_ref": 24052 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0170.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0170.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.022727272727272728, + "FN": 172, + "FP": 0, + "IoU": 0.011494252873563218, + "TN": 525522, + "TP": 2, + "n_pred": 2, + "n_ref": 174 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 71, + "FP": 14, + "IoU": 0.0, + "TN": 525611, + "TP": 0, + "n_pred": 14, + "n_ref": 71 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9506156423689599, + "FN": 6122, + "FP": 3163, + "IoU": 0.9058793715154587, + "TN": 427046, + "TP": 89365, + "n_pred": 92528, + "n_ref": 95487 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 213, + "IoU": 0.0, + "TN": 525483, + "TP": 0, + "n_pred": 213, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.3148425787106447, + "FN": 456, + "FP": 1, + "IoU": 0.18683274021352314, + "TN": 525134, + "TP": 105, + "n_pred": 106, + "n_ref": 561 + }, + "6": { + "Dice": 0.9617406542056075, + "FN": 1931, + "FP": 427, + "IoU": 0.9263009845288326, + "TN": 493701, + "TP": 29637, + "n_pred": 30064, + "n_ref": 31568 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 181, + "IoU": 0.0, + "TN": 525515, + "TP": 0, + "n_pred": 181, + "n_ref": 0 + }, + "8": { + "Dice": 0.9667691728379566, + "FN": 3823, + "FP": 413, + "IoU": 0.9356758890879825, + "TN": 459842, + "TP": 61618, + "n_pred": 62031, + "n_ref": 65441 + }, + "9": { + "Dice": 0.7506849315068493, + "FN": 182, + "FP": 0, + "IoU": 0.6008771929824561, + "TN": 525240, + "TP": 274, + "n_pred": 274, + "n_ref": 456 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0181.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0181.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 79, + "IoU": 0.0, + "TN": 525617, + "TP": 0, + "n_pred": 79, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9333586089234321, + "FN": 4501, + "FP": 3233, + "IoU": 0.875044430801047, + "TN": 463802, + "TP": 54160, + "n_pred": 57393, + "n_ref": 58661 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9546120058565154, + "FN": 32, + "FP": 30, + "IoU": 0.9131652661064426, + "TN": 524982, + "TP": 652, + "n_pred": 682, + "n_ref": 684 + }, + "9": { + "Dice": 0.8373174888305467, + "FN": 4166, + "FP": 2898, + "IoU": 0.7201600443687359, + "TN": 500453, + "TP": 18179, + "n_pred": 21077, + "n_ref": 22345 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0190.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0190.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.770573566084788, + "FN": 177, + "FP": 7, + "IoU": 0.6267748478701826, + "TN": 700435, + "TP": 309, + "n_pred": 316, + "n_ref": 486 + }, + "10": { + "Dice": 0.8158126652398339, + "FN": 851, + "FP": 612, + "IoU": 0.6889219647033809, + "TN": 696225, + "TP": 3240, + "n_pred": 3852, + "n_ref": 4091 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8109727985246658, + "FN": 914, + "FP": 726, + "IoU": 0.6820473051570376, + "TN": 695770, + "TP": 3518, + "n_pred": 4244, + "n_ref": 4432 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9467680608365019, + "FN": 5, + "FP": 51, + "IoU": 0.8989169675090253, + "TN": 700374, + "TP": 498, + "n_pred": 549, + "n_ref": 503 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.5912197255480838, + "FN": 4985, + "FP": 2492, + "IoU": 0.41966780502949397, + "TN": 688044, + "TP": 5407, + "n_pred": 7899, + "n_ref": 10392 + }, + "6": { + "Dice": 0.8878434008233218, + "FN": 681, + "FP": 654, + "IoU": 0.7983079014956942, + "TN": 694309, + "TP": 5284, + "n_pred": 5938, + "n_ref": 5965 + }, + "7": { + "Dice": 0.811500793071326, + "FN": 1003, + "FP": 6484, + "IoU": 0.6827945600135576, + "TN": 677325, + "TP": 16116, + "n_pred": 22600, + "n_ref": 17119 + }, + "8": { + "Dice": 0.9702802672015605, + "FN": 1162, + "FP": 2068, + "IoU": 0.9422760740581886, + "TN": 644972, + "TP": 52726, + "n_pred": 54794, + "n_ref": 53888 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0195.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0195.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8657931749204234, + "FN": 438, + "FP": 1375, + "IoU": 0.7633468215637645, + "TN": 342803, + "TP": 5848, + "n_pred": 7223, + "n_ref": 6286 + }, + "11": { + "Dice": 0.6014492753623188, + "FN": 1705, + "FP": 385, + "IoU": 0.43005181347150256, + "TN": 346797, + "TP": 1577, + "n_pred": 1962, + "n_ref": 3282 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 73, + "IoU": 0.0, + "TN": 350391, + "TP": 0, + "n_pred": 73, + "n_ref": 0 + }, + "13": { + "Dice": 0.9235017053759949, + "FN": 265, + "FP": 206, + "IoU": 0.8578756789378394, + "TN": 347150, + "TP": 2843, + "n_pred": 3049, + "n_ref": 3108 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9743697922160109, + "FN": 108, + "FP": 135, + "IoU": 0.9500205676676264, + "TN": 345602, + "TP": 4619, + "n_pred": 4754, + "n_ref": 4727 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 96, + "IoU": 0.0, + "TN": 350368, + "TP": 0, + "n_pred": 96, + "n_ref": 0 + }, + "6": { + "Dice": 0.9317300232738557, + "FN": 3312, + "FP": 1968, + "IoU": 0.8721859114015976, + "TN": 309154, + "TP": 36030, + "n_pred": 37998, + "n_ref": 39342 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.7838827838827839, + "FN": 0, + "FP": 59, + "IoU": 0.6445783132530121, + "TN": 350298, + "TP": 107, + "n_pred": 166, + "n_ref": 107 + }, + "9": { + "Dice": 0.8370715819083574, + "FN": 450, + "FP": 3952, + "IoU": 0.719796308084023, + "TN": 334754, + "TP": 11308, + "n_pred": 15260, + "n_ref": 11758 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0199.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0199.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.7023809523809523, + "FN": 2, + "FP": 98, + "IoU": 0.5412844036697247, + "TN": 350246, + "TP": 118, + "n_pred": 216, + "n_ref": 120 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 999, + "IoU": 0.0, + "TN": 349465, + "TP": 0, + "n_pred": 999, + "n_ref": 0 + }, + "3": { + "Dice": 0.8144485647575882, + "FN": 1149, + "FP": 202, + "IoU": 0.6869786839666358, + "TN": 346148, + "TP": 2965, + "n_pred": 3167, + "n_ref": 4114 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9543436293436294, + "FN": 372, + "FP": 574, + "IoU": 0.9126742361303425, + "TN": 339631, + "TP": 9887, + "n_pred": 10461, + "n_ref": 10259 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0226.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0226.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 48138, + "IoU": 0.0, + "TN": 477558, + "TP": 0, + "n_pred": 48138, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 525694, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.5512633946289192, + "FN": 25369, + "FP": 1767, + "IoU": 0.38051319514199616, + "TN": 481892, + "TP": 16668, + "n_pred": 18435, + "n_ref": 42037 + }, + "15": { + "Dice": 0.7453537658950115, + "FN": 1148, + "FP": 5100, + "IoU": 0.5940748440748441, + "TN": 510304, + "TP": 9144, + "n_pred": 14244, + "n_ref": 10292 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 777, + "IoU": 0.0, + "TN": 524919, + "TP": 0, + "n_pred": 777, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.44510385756676557, + "FN": 5129, + "FP": 1977, + "IoU": 0.2862595419847328, + "TN": 515740, + "TP": 2850, + "n_pred": 4827, + "n_ref": 7979 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 65573, + "IoU": 0.0, + "TN": 460123, + "TP": 0, + "n_pred": 65573, + "n_ref": 0 + }, + "7": { + "Dice": 0.001745962461807071, + "FN": 45, + "FP": 2242, + "IoU": 0.0008737439930100481, + "TN": 523407, + "TP": 2, + "n_pred": 2244, + "n_ref": 47 + }, + "8": { + "Dice": 0.5789429740335643, + "FN": 14925, + "FP": 204, + "IoU": 0.40740305522914216, + "TN": 500166, + "TP": 10401, + "n_pred": 10605, + "n_ref": 25326 + }, + "9": { + "Dice": 0.0, + "FN": 13, + "FP": 0, + "IoU": 0.0, + "TN": 525683, + "TP": 0, + "n_pred": 0, + "n_ref": 13 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0245.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0245.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.97626010539663, + "FN": 4494, + "FP": 1984, + "IoU": 0.9536212377215842, + "TN": 1086948, + "TP": 133198, + "n_pred": 135182, + "n_ref": 137692 + }, + "10": { + "Dice": 0.8246903100878007, + "FN": 5735, + "FP": 7483, + "IoU": 0.701679155005868, + "TN": 1182316, + "TP": 31090, + "n_pred": 38573, + "n_ref": 36825 + }, + "11": { + "Dice": 0.2735784425667961, + "FN": 2454, + "FP": 727, + "IoU": 0.15846560846560848, + "TN": 1222844, + "TP": 599, + "n_pred": 1326, + "n_ref": 3053 + }, + "12": { + "Dice": 0.75, + "FN": 207, + "FP": 101, + "IoU": 0.6, + "TN": 1225854, + "TP": 462, + "n_pred": 563, + "n_ref": 669 + }, + "13": { + "Dice": 0.7389014296463506, + "FN": 1531, + "FP": 204, + "IoU": 0.5859188544152745, + "TN": 1222434, + "TP": 2455, + "n_pred": 2659, + "n_ref": 3986 + }, + "14": { + "Dice": 0.12338195657454856, + "FN": 375080, + "FP": 3825, + "IoU": 0.0657469733954681, + "TN": 821054, + "TP": 26665, + "n_pred": 30490, + "n_ref": 401745 + }, + "15": { + "Dice": 0.0023877467823656164, + "FN": 33182, + "FP": 1078, + "IoU": 0.001195300428558934, + "TN": 1192323, + "TP": 41, + "n_pred": 1119, + "n_ref": 33223 + }, + "2": { + "Dice": 0.9160883280757098, + "FN": 12, + "FP": 121, + "IoU": 0.8451688009313155, + "TN": 1225765, + "TP": 726, + "n_pred": 847, + "n_ref": 738 + }, + "3": { + "Dice": 0.8732909686115925, + "FN": 472, + "FP": 2160, + "IoU": 0.7750811827038113, + "TN": 1214922, + "TP": 9070, + "n_pred": 11230, + "n_ref": 9542 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 1226620, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "6": { + "Dice": 0.33361077687206536, + "FN": 3248, + "FP": 144068, + "IoU": 0.20019979260658774, + "TN": 1042433, + "TP": 36875, + "n_pred": 180943, + "n_ref": 40123 + }, + "7": { + "Dice": 0.6150304953379195, + "FN": 787, + "FP": 28816, + "IoU": 0.444075117370892, + "TN": 1173374, + "TP": 23647, + "n_pred": 52463, + "n_ref": 24434 + }, + "8": { + "Dice": 0.9596511563724679, + "FN": 107, + "FP": 624, + "IoU": 0.9224320882852292, + "TN": 1217200, + "TP": 8693, + "n_pred": 9317, + "n_ref": 8800 + }, + "9": { + "Dice": 0.8668441739571446, + "FN": 1630, + "FP": 3621, + "IoU": 0.7649823210849035, + "TN": 1204281, + "TP": 17092, + "n_pred": 20713, + "n_ref": 18722 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0268.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0268.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 4, + "FP": 781, + "IoU": 0.0, + "TN": 875375, + "TP": 0, + "n_pred": 781, + "n_ref": 4 + }, + "14": { + "Dice": 0.5686071066733396, + "FN": 70630, + "FP": 52, + "IoU": 0.39724041479055805, + "TN": 758896, + "TP": 46582, + "n_pred": 46634, + "n_ref": 117212 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9424680377987771, + "FN": 210, + "FP": 204, + "IoU": 0.8911957950065703, + "TN": 872355, + "TP": 3391, + "n_pred": 3595, + "n_ref": 3601 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9290473407364115, + "FN": 539, + "FP": 68, + "IoU": 0.8674961798733901, + "TN": 871579, + "TP": 3974, + "n_pred": 4042, + "n_ref": 4513 + }, + "5": { + "Dice": 0.7149532710280374, + "FN": 831, + "FP": 511, + "IoU": 0.5563636363636364, + "TN": 873135, + "TP": 1683, + "n_pred": 2194, + "n_ref": 2514 + }, + "6": { + "Dice": 0.9852547346447357, + "FN": 1679, + "FP": 1542, + "IoU": 0.9709379962465714, + "TN": 765328, + "TP": 107611, + "n_pred": 109153, + "n_ref": 109290 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 57791, + "IoU": 0.0, + "TN": 818369, + "TP": 0, + "n_pred": 57791, + "n_ref": 0 + }, + "8": { + "Dice": 0.9540902262484636, + "FN": 2114, + "FP": 1920, + "IoU": 0.9122108332789276, + "TN": 830209, + "TP": 41917, + "n_pred": 43837, + "n_ref": 44031 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0274.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0274.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8238245071230365, + "FN": 43562, + "FP": 55, + "IoU": 0.7004265197771932, + "TN": 555331, + "TP": 101980, + "n_pred": 102035, + "n_ref": 145542 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 74, + "IoU": 0.0, + "TN": 700854, + "TP": 0, + "n_pred": 74, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.13593325962408281, + "FN": 217, + "FP": 42766, + "IoU": 0.07292295746700025, + "TN": 654564, + "TP": 3381, + "n_pred": 46147, + "n_ref": 3598 + }, + "7": { + "Dice": 0.8403565370672166, + "FN": 11382, + "FP": 7818, + "IoU": 0.7246680242062695, + "TN": 631194, + "TP": 50534, + "n_pred": 58352, + "n_ref": 61916 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0294.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0294.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9349570735349011, + "FN": 2092, + "FP": 696, + "IoU": 0.8778585823184089, + "TN": 678102, + "TP": 20038, + "n_pred": 20734, + "n_ref": 22130 + }, + "10": { + "Dice": 0.8713934044487813, + "FN": 4193, + "FP": 7405, + "IoU": 0.7720966791118098, + "TN": 650038, + "TP": 39292, + "n_pred": 46697, + "n_ref": 43485 + }, + "11": { + "Dice": 0.0, + "FN": 11, + "FP": 0, + "IoU": 0.0, + "TN": 700917, + "TP": 0, + "n_pred": 0, + "n_ref": 11 + }, + "12": { + "Dice": 0.7403638606228801, + "FN": 1055, + "FP": 629, + "IoU": 0.5877600979192167, + "TN": 696843, + "TP": 2401, + "n_pred": 3030, + "n_ref": 3456 + }, + "13": { + "Dice": 0.6288645564961355, + "FN": 11467, + "FP": 4667, + "IoU": 0.4586451028419958, + "TN": 671125, + "TP": 13669, + "n_pred": 18336, + "n_ref": 25136 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 5633, + "IoU": 0.0, + "TN": 695295, + "TP": 0, + "n_pred": 5633, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9699574295560511, + "FN": 567, + "FP": 915, + "IoU": 0.941667322679682, + "TN": 675522, + "TP": 23924, + "n_pred": 24839, + "n_ref": 24491 + }, + "4": { + "Dice": 0.0, + "FN": 84, + "FP": 465, + "IoU": 0.0, + "TN": 700379, + "TP": 0, + "n_pred": 465, + "n_ref": 84 + }, + "5": { + "Dice": 0.00893355667225014, + "FN": 1775, + "FP": 0, + "IoU": 0.00448681996634885, + "TN": 699145, + "TP": 8, + "n_pred": 8, + "n_ref": 1783 + }, + "6": { + "Dice": 0.8055555555555556, + "FN": 1266, + "FP": 64, + "IoU": 0.6744186046511628, + "TN": 696843, + "TP": 2755, + "n_pred": 2819, + "n_ref": 4021 + }, + "7": { + "Dice": 0.9111156570434961, + "FN": 1281, + "FP": 5671, + "IoU": 0.8367423619754362, + "TN": 658345, + "TP": 35631, + "n_pred": 41302, + "n_ref": 36912 + }, + "8": { + "Dice": 0.9458278620031038, + "FN": 432, + "FP": 1837, + "IoU": 0.8972233546224577, + "TN": 678851, + "TP": 19808, + "n_pred": 21645, + "n_ref": 20240 + }, + "9": { + "Dice": 0.9142143470455077, + "FN": 1322, + "FP": 876, + "IoU": 0.8419841840402588, + "TN": 687018, + "TP": 11712, + "n_pred": 12588, + "n_ref": 13034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0302.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0302.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9494371419352089, + "FN": 7576, + "FP": 729, + "IoU": 0.9037413940981478, + "TN": 614650, + "TP": 77973, + "n_pred": 78702, + "n_ref": 85549 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1453, + "IoU": 0.0, + "TN": 699475, + "TP": 0, + "n_pred": 1453, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8005884713120235, + "FN": 1491, + "FP": 0, + "IoU": 0.6674843889384479, + "TN": 696444, + "TP": 2993, + "n_pred": 2993, + "n_ref": 4484 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 95, + "IoU": 0.0, + "TN": 700833, + "TP": 0, + "n_pred": 95, + "n_ref": 0 + }, + "4": { + "Dice": 0.4661974248927039, + "FN": 15489, + "FP": 58, + "IoU": 0.303948782234957, + "TN": 678592, + "TP": 6789, + "n_pred": 6847, + "n_ref": 22278 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7908607443886382, + "FN": 112986, + "FP": 233, + "IoU": 0.6540691989929359, + "TN": 373640, + "TP": 214069, + "n_pred": 214302, + "n_ref": 327055 + }, + "7": { + "Dice": 0.004670714619336758, + "FN": 2118, + "FP": 13, + "IoU": 0.0023408239700374533, + "TN": 698792, + "TP": 5, + "n_pred": 18, + "n_ref": 2123 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8066801619433198, + "FN": 937, + "FP": 209, + "IoU": 0.6759966072943172, + "TN": 697391, + "TP": 2391, + "n_pred": 2600, + "n_ref": 3328 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0317.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0317.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9402231468765586, + "FN": 1979, + "FP": 6770, + "IoU": 0.8871897363161627, + "TN": 623373, + "TP": 68806, + "n_pred": 75576, + "n_ref": 70785 + }, + "10": { + "Dice": 0.7532690246516613, + "FN": 3795, + "FP": 809, + "IoU": 0.6041953232462174, + "TN": 689296, + "TP": 7028, + "n_pred": 7837, + "n_ref": 10823 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.7676481226940606, + "FN": 13344, + "FP": 2715, + "IoU": 0.622913095545589, + "TN": 658341, + "TP": 26528, + "n_pred": 29243, + "n_ref": 39872 + }, + "15": { + "Dice": 0.5977728285077951, + "FN": 20549, + "FP": 14668, + "IoU": 0.4263024142312579, + "TN": 639542, + "TP": 26169, + "n_pred": 40837, + "n_ref": 46718 + }, + "2": { + "Dice": 0.9513040422915369, + "FN": 3663, + "FP": 2435, + "IoU": 0.9071304559714903, + "TN": 635266, + "TP": 59564, + "n_pred": 61999, + "n_ref": 63227 + }, + "3": { + "Dice": 0.9202250374387825, + "FN": 491, + "FP": 1480, + "IoU": 0.8522377989354525, + "TN": 687589, + "TP": 11368, + "n_pred": 12848, + "n_ref": 11859 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9700590221489794, + "FN": 2031, + "FP": 1312, + "IoU": 0.9418588472642526, + "TN": 643430, + "TP": 54155, + "n_pred": 55467, + "n_ref": 56186 + }, + "7": { + "Dice": 0.9387796757198076, + "FN": 2871, + "FP": 1928, + "IoU": 0.8846227821320383, + "TN": 659334, + "TP": 36795, + "n_pred": 38723, + "n_ref": 39666 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 700926, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0358.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0358.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.972698663175921, + "FN": 629, + "FP": 2416, + "IoU": 0.9468484351271623, + "TN": 293175, + "TP": 54244, + "n_pred": 56660, + "n_ref": 54873 + }, + "10": { + "Dice": 0.5974683544303797, + "FN": 318, + "FP": 0, + "IoU": 0.4259927797833935, + "TN": 349910, + "TP": 236, + "n_pred": 236, + "n_ref": 554 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9704455458526735, + "FN": 372, + "FP": 755, + "IoU": 0.9425878757004584, + "TN": 330834, + "TP": 18503, + "n_pred": 19258, + "n_ref": 18875 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7495346432264737, + "FN": 2206, + "FP": 216, + "IoU": 0.599404565001654, + "TN": 344418, + "TP": 3624, + "n_pred": 3840, + "n_ref": 5830 + }, + "6": { + "Dice": 0.9367769706752758, + "FN": 1748, + "FP": 1542, + "IoU": 0.8810728744939271, + "TN": 322800, + "TP": 24374, + "n_pred": 25916, + "n_ref": 26122 + }, + "7": { + "Dice": 0.9458212914208797, + "FN": 3069, + "FP": 2405, + "IoU": 0.897211529433856, + "TN": 297209, + "TP": 47781, + "n_pred": 50186, + "n_ref": 50850 + }, + "8": { + "Dice": 0.9195967838713549, + "FN": 299, + "FP": 1041, + "IoU": 0.8511607242030435, + "TN": 341461, + "TP": 7663, + "n_pred": 8704, + "n_ref": 7962 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0367.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0367.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.983505341848007, + "FN": 1556, + "FP": 1169, + "IoU": 0.9675460013100696, + "TN": 441731, + "TP": 81240, + "n_pred": 82409, + "n_ref": 82796 + }, + "10": { + "Dice": 0.8268456375838926, + "FN": 48, + "FP": 1371, + "IoU": 0.7048054919908466, + "TN": 520889, + "TP": 3388, + "n_pred": 4759, + "n_ref": 3436 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 21, + "IoU": 0.0, + "TN": 525675, + "TP": 0, + "n_pred": 21, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 146, + "IoU": 0.0, + "TN": 525550, + "TP": 0, + "n_pred": 146, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7319531462816671, + "FN": 1427, + "FP": 541, + "IoU": 0.5772287862513427, + "TN": 521041, + "TP": 2687, + "n_pred": 3228, + "n_ref": 4114 + }, + "6": { + "Dice": 0.9433588180176266, + "FN": 7052, + "FP": 1290, + "IoU": 0.8927901298033671, + "TN": 447886, + "TP": 69468, + "n_pred": 70758, + "n_ref": 76520 + }, + "7": { + "Dice": 0.9730858876819561, + "FN": 1118, + "FP": 1330, + "IoU": 0.947582544644769, + "TN": 478994, + "TP": 44254, + "n_pred": 45584, + "n_ref": 45372 + }, + "8": { + "Dice": 0.9485824564628038, + "FN": 1330, + "FP": 908, + "IoU": 0.9021938641727122, + "TN": 502814, + "TP": 20644, + "n_pred": 21552, + "n_ref": 21974 + }, + "9": { + "Dice": 0.8225957632943823, + "FN": 106, + "FP": 8411, + "IoU": 0.6986519477762445, + "TN": 497433, + "TP": 19746, + "n_pred": 28157, + "n_ref": 19852 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0371.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0371.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 155, + "IoU": 0.0, + "TN": 700773, + "TP": 0, + "n_pred": 155, + "n_ref": 0 + }, + "10": { + "Dice": 0.22692307692307692, + "FN": 98, + "FP": 1108, + "IoU": 0.1279826464208243, + "TN": 699545, + "TP": 177, + "n_pred": 1285, + "n_ref": 275 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.46940998487140695, + "FN": 5702, + "FP": 11834, + "IoU": 0.3066856442493971, + "TN": 675635, + "TP": 7757, + "n_pred": 19591, + "n_ref": 13459 + }, + "14": { + "Dice": 0.28591983556012335, + "FN": 6671, + "FP": 277, + "IoU": 0.16680657153135867, + "TN": 692589, + "TP": 1391, + "n_pred": 1668, + "n_ref": 8062 + }, + "15": { + "Dice": 0.6859332056300491, + "FN": 18005, + "FP": 850, + "IoU": 0.5219926479908734, + "TN": 661483, + "TP": 20590, + "n_pred": 21440, + "n_ref": 38595 + }, + "2": { + "Dice": 0.2803030303030303, + "FN": 8, + "FP": 562, + "IoU": 0.16299559471365638, + "TN": 700247, + "TP": 111, + "n_pred": 673, + "n_ref": 119 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 700923, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "8": { + "Dice": 0.9272588055130169, + "FN": 875, + "FP": 455, + "IoU": 0.8643825838686653, + "TN": 691121, + "TP": 8477, + "n_pred": 8932, + "n_ref": 9352 + }, + "9": { + "Dice": 0.7320769847634322, + "FN": 2939, + "FP": 3743, + "IoU": 0.5773828347353108, + "TN": 685117, + "TP": 9129, + "n_pred": 12872, + "n_ref": 12068 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0374.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0374.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 10529, + "FP": 6, + "IoU": 0.0, + "TN": 164697, + "TP": 0, + "n_pred": 6, + "n_ref": 10529 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.019716574245224893, + "FN": 1456, + "FP": 135, + "IoU": 0.009956440572495333, + "TN": 173625, + "TP": 16, + "n_pred": 151, + "n_ref": 1472 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.13468013468013468, + "FN": 1448, + "FP": 94, + "IoU": 0.07220216606498195, + "TN": 173570, + "TP": 120, + "n_pred": 214, + "n_ref": 1568 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9235964177454595, + "FN": 4952, + "FP": 3895, + "IoU": 0.8580391527599487, + "TN": 112912, + "TP": 53473, + "n_pred": 57368, + "n_ref": 58425 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 16900, + "IoU": 0.0, + "TN": 158332, + "TP": 0, + "n_pred": 16900, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0388.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0388.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6349206349206349, + "FN": 230, + "FP": 0, + "IoU": 0.46511627906976744, + "TN": 700498, + "TP": 200, + "n_pred": 200, + "n_ref": 430 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 4, + "FP": 0, + "IoU": 0.0, + "TN": 700924, + "TP": 0, + "n_pred": 0, + "n_ref": 4 + }, + "14": { + "Dice": 0.7590554341329774, + "FN": 54896, + "FP": 335, + "IoU": 0.6116755373376738, + "TN": 558699, + "TP": 86998, + "n_pred": 87333, + "n_ref": 141894 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 16391, + "IoU": 0.0, + "TN": 684537, + "TP": 0, + "n_pred": 16391, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 3519, + "IoU": 0.0, + "TN": 697409, + "TP": 0, + "n_pred": 3519, + "n_ref": 0 + }, + "3": { + "Dice": 0.9424368965608958, + "FN": 9957, + "FP": 864, + "IoU": 0.8911401064354194, + "TN": 601525, + "TP": 88582, + "n_pred": 89446, + "n_ref": 98539 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9723289448360907, + "FN": 1628, + "FP": 6136, + "IoU": 0.946148030491146, + "TN": 556755, + "TP": 136409, + "n_pred": 142545, + "n_ref": 138037 + }, + "7": { + "Dice": 0.9581042180969102, + "FN": 4506, + "FP": 195, + "IoU": 0.9195777876620933, + "TN": 642474, + "TP": 53753, + "n_pred": 53948, + "n_ref": 58259 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8106521645301912, + "FN": 3590, + "FP": 797, + "IoU": 0.6815938452605603, + "TN": 687150, + "TP": 9391, + "n_pred": 10188, + "n_ref": 12981 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0391.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0391.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7474402730375427, + "FN": 154, + "FP": 438, + "IoU": 0.5967302452316077, + "TN": 348996, + "TP": 876, + "n_pred": 1314, + "n_ref": 1030 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 29, + "IoU": 0.0, + "TN": 350435, + "TP": 0, + "n_pred": 29, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8648218196297034, + "FN": 1744, + "FP": 2330, + "IoU": 0.7618379515959313, + "TN": 333358, + "TP": 13032, + "n_pred": 15362, + "n_ref": 14776 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.21710526315789475, + "FN": 1850, + "FP": 4338, + "IoU": 0.12177121771217712, + "TN": 343418, + "TP": 858, + "n_pred": 5196, + "n_ref": 2708 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 11, + "IoU": 0.0, + "TN": 350453, + "TP": 0, + "n_pred": 11, + "n_ref": 0 + }, + "6": { + "Dice": 0.9682321391734855, + "FN": 2243, + "FP": 3301, + "IoU": 0.9384205264911696, + "TN": 260434, + "TP": 84486, + "n_pred": 87787, + "n_ref": 86729 + }, + "7": { + "Dice": 0.07653061224489796, + "FN": 3251, + "FP": 7, + "IoU": 0.03978779840848806, + "TN": 347071, + "TP": 135, + "n_pred": 142, + "n_ref": 3386 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7597292724196277, + "FN": 278, + "FP": 290, + "IoU": 0.6125511596180082, + "TN": 348998, + "TP": 898, + "n_pred": 1188, + "n_ref": 1176 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0392.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0392.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 28363, + "IoU": 0.0, + "TN": 322101, + "TP": 0, + "n_pred": 28363, + "n_ref": 0 + }, + "10": { + "Dice": 0.7317002673603584, + "FN": 395, + "FP": 3318, + "IoU": 0.5769143117593437, + "TN": 341688, + "TP": 5063, + "n_pred": 8381, + "n_ref": 5458 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6007647788342291, + "FN": 5308, + "FP": 2418, + "IoU": 0.4293522416722062, + "TN": 336925, + "TP": 5813, + "n_pred": 8231, + "n_ref": 11121 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0011008669327095088, + "FN": 172, + "FP": 7087, + "IoU": 0.0005507366102161641, + "TN": 343201, + "TP": 4, + "n_pred": 7091, + "n_ref": 176 + }, + "3": { + "Dice": 0.8486345710246298, + "FN": 8366, + "FP": 1805, + "IoU": 0.7370679626709408, + "TN": 311781, + "TP": 28512, + "n_pred": 30317, + "n_ref": 36878 + }, + "4": { + "Dice": 0.8581470343128375, + "FN": 2294, + "FP": 1621, + "IoU": 0.7515389985403312, + "TN": 334707, + "TP": 11842, + "n_pred": 13463, + "n_ref": 14136 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8479638677283188, + "FN": 1595, + "FP": 23113, + "IoU": 0.736056660007905, + "TN": 256853, + "TP": 68903, + "n_pred": 92016, + "n_ref": 70498 + }, + "7": { + "Dice": 0.0, + "FN": 24, + "FP": 1284, + "IoU": 0.0, + "TN": 349156, + "TP": 0, + "n_pred": 1284, + "n_ref": 24 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 24, + "FP": 0, + "IoU": 0.0, + "TN": 350440, + "TP": 0, + "n_pred": 0, + "n_ref": 24 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0400.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0400.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8692070030895983, + "FN": 109, + "FP": 18, + "IoU": 0.7686703096539163, + "TN": 875611, + "TP": 422, + "n_pred": 440, + "n_ref": 531 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.6051007336671713, + "FN": 3080, + "FP": 311, + "IoU": 0.4337952913675071, + "TN": 870171, + "TP": 2598, + "n_pred": 2909, + "n_ref": 5678 + }, + "12": { + "Dice": 0.7537715517241379, + "FN": 123, + "FP": 791, + "IoU": 0.604842196281885, + "TN": 873847, + "TP": 1399, + "n_pred": 2190, + "n_ref": 1522 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.5072217502124045, + "FN": 90, + "FP": 1070, + "IoU": 0.3397837222538418, + "TN": 874403, + "TP": 597, + "n_pred": 1667, + "n_ref": 687 + }, + "2": { + "Dice": 0.937534367095568, + "FN": 1087, + "FP": 49, + "IoU": 0.8824138287961909, + "TN": 866499, + "TP": 8525, + "n_pred": 8574, + "n_ref": 9612 + }, + "3": { + "Dice": 0.9621832739344822, + "FN": 3480, + "FP": 393, + "IoU": 0.9271225349992473, + "TN": 823016, + "TP": 49271, + "n_pred": 49664, + "n_ref": 52751 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9675287596975949, + "FN": 3061, + "FP": 1204, + "IoU": 0.9370999616553107, + "TN": 808354, + "TP": 63541, + "n_pred": 64745, + "n_ref": 66602 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9516446869789298, + "FN": 121, + "FP": 198, + "IoU": 0.9077501445922499, + "TN": 872702, + "TP": 3139, + "n_pred": 3337, + "n_ref": 3260 + }, + "9": { + "Dice": 0.9488748874887488, + "FN": 1071, + "FP": 633, + "IoU": 0.9027230690186676, + "TN": 858643, + "TP": 15813, + "n_pred": 16446, + "n_ref": 16884 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0403.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0403.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": 0.5507243993984823, + "FN": 3259.755555555555, + "FP": 1635.4133333333334, + "IoU": 0.46952305865560606, + "TN": 645285.8222222222, + "TP": 9859.542222222222, + "n_pred": 11494.955555555556, + "n_ref": 13119.297777777776 + }, + "mean": { + "1": { + "Dice": 0.7224383911842915, + "FN": 3882.733333333333, + "FP": 316.23333333333335, + "IoU": 0.642061055719668, + "TN": 642390.0666666667, + "TP": 13451.5, + "n_pred": 13767.733333333334, + "n_ref": 17334.233333333334 + }, + "10": { + "Dice": 0.5979028335804754, + "FN": 3194.366666666667, + "FP": 2970.6666666666665, + "IoU": 0.48060839366338076, + "TN": 645733.0, + "TP": 8142.5, + "n_pred": 11113.166666666666, + "n_ref": 11336.866666666667 + }, + "11": { + "Dice": 0.36603158897484217, + "FN": 293.1666666666667, + "FP": 163.03333333333333, + "IoU": 0.2585393309130854, + "TN": 659295.9333333333, + "TP": 288.4, + "n_pred": 451.43333333333334, + "n_ref": 581.5666666666667 + }, + "12": { + "Dice": 0.3565713643603254, + "FN": 341.56666666666666, + "FP": 194.96666666666667, + "IoU": 0.24788602533663848, + "TN": 659116.1333333333, + "TP": 387.8666666666667, + "n_pred": 582.8333333333334, + "n_ref": 729.4333333333333 + }, + "13": { + "Dice": 0.4590278107795183, + "FN": 2417.2, + "FP": 2318.9, + "IoU": 0.35032795550287826, + "TN": 650720.9666666667, + "TP": 4583.466666666666, + "n_pred": 6902.366666666667, + "n_ref": 7000.666666666667 + }, + "14": { + "Dice": 0.24242840362886928, + "FN": 586.4333333333333, + "FP": 1529.5666666666666, + "IoU": 0.19368879062012553, + "TN": 656568.2, + "TP": 1356.3333333333333, + "n_pred": 2885.9, + "n_ref": 1942.7666666666667 + }, + "15": { + "Dice": 0.13184364271517196, + "FN": 84.93333333333334, + "FP": 1051.8333333333333, + "IoU": 0.10905739338381826, + "TN": 658684.8666666667, + "TP": 218.9, + "n_pred": 1270.7333333333333, + "n_ref": 303.8333333333333 + }, + "2": { + "Dice": 0.5478794929634357, + "FN": 657.2333333333333, + "FP": 2427.3, + "IoU": 0.49904067653108963, + "TN": 646827.3, + "TP": 10128.7, + "n_pred": 12556.0, + "n_ref": 10785.933333333332 + }, + "3": { + "Dice": 0.7071505840268731, + "FN": 2310.1, + "FP": 1307.1333333333334, + "IoU": 0.6261025536846413, + "TN": 644603.6666666666, + "TP": 11819.633333333333, + "n_pred": 13126.766666666666, + "n_ref": 14129.733333333334 + }, + "4": { + "Dice": 0.4261054244108391, + "FN": 333.1333333333333, + "FP": 492.06666666666666, + "IoU": 0.35906824388789227, + "TN": 657817.5333333333, + "TP": 1397.8, + "n_pred": 1889.8666666666666, + "n_ref": 1730.9333333333334 + }, + "5": { + "Dice": 0.5819832525342883, + "FN": 282.9, + "FP": 398.4, + "IoU": 0.47765616594747495, + "TN": 658442.7, + "TP": 916.5333333333333, + "n_pred": 1314.9333333333334, + "n_ref": 1199.4333333333334 + }, + "6": { + "Dice": 0.7703034265620053, + "FN": 28230.866666666665, + "FP": 3201.2, + "IoU": 0.6772754568918693, + "TN": 582787.8333333334, + "TP": 45820.63333333333, + "n_pred": 49021.833333333336, + "n_ref": 74051.5 + }, + "7": { + "Dice": 0.6579329759151201, + "FN": 4071.4666666666667, + "FP": 5851.0, + "IoU": 0.5751302109895013, + "TN": 618698.6, + "TP": 31419.466666666667, + "n_pred": 37270.46666666667, + "n_ref": 35490.933333333334 + }, + "8": { + "Dice": 0.9325922181597985, + "FN": 469.43333333333334, + "FP": 685.0, + "IoU": 0.8766176617783539, + "TN": 648737.1333333333, + "TP": 10148.966666666667, + "n_pred": 10833.966666666667, + "n_ref": 10618.4 + }, + "9": { + "Dice": 0.76067458118138, + "FN": 1740.8, + "FP": 1623.9, + "IoU": 0.6697859649836723, + "TN": 648863.4, + "TP": 7812.433333333333, + "n_pred": 9436.333333333334, + "n_ref": 9553.233333333334 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7496034756223708, + "FN": 2727, + "FP": 904, + "IoU": 0.5994926097507169, + "TN": 166166, + "TP": 5435, + "n_pred": 6339, + "n_ref": 8162 + }, + "11": { + "Dice": 0.6261525565800503, + "FN": 661, + "FP": 231, + "IoU": 0.45576571079926786, + "TN": 173593, + "TP": 747, + "n_pred": 978, + "n_ref": 1408 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5126802852393973, + "FN": 3268, + "FP": 5821, + "IoU": 0.34470079307858686, + "TN": 161362, + "TP": 4781, + "n_pred": 10602, + "n_ref": 8049 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9158207730954578, + "FN": 609, + "FP": 212, + "IoU": 0.8447134480801967, + "TN": 169945, + "TP": 4466, + "n_pred": 4678, + "n_ref": 5075 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 497, + "FP": 0, + "IoU": 0.0, + "TN": 174735, + "TP": 0, + "n_pred": 0, + "n_ref": 497 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.926056701563113, + "FN": 4175, + "FP": 2987, + "IoU": 0.8622957123630071, + "TN": 123222, + "TP": 44848, + "n_pred": 47835, + "n_ref": 49023 + }, + "7": { + "Dice": 0.0958904109589041, + "FN": 0, + "FP": 1584, + "IoU": 0.050359712230215826, + "TN": 173564, + "TP": 84, + "n_pred": 1668, + "n_ref": 84 + }, + "8": { + "Dice": 0.7792207792207793, + "FN": 12, + "FP": 39, + "IoU": 0.6382978723404256, + "TN": 175091, + "TP": 90, + "n_pred": 129, + "n_ref": 102 + }, + "9": { + "Dice": 0.9415818434330117, + "FN": 983, + "FP": 2340, + "IoU": 0.8896123309969106, + "TN": 145129, + "TP": 26780, + "n_pred": 29120, + "n_ref": 27763 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0004.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0004.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8296808877550462, + "FN": 31075, + "FP": 36, + "IoU": 0.7089356048911467, + "TN": 1119737, + "TP": 75776, + "n_pred": 75812, + "n_ref": 106851 + }, + "10": { + "Dice": 0.0, + "FN": 15059, + "FP": 26891, + "IoU": 0.0, + "TN": 1184674, + "TP": 0, + "n_pred": 26891, + "n_ref": 15059 + }, + "11": { + "Dice": 0.0736, + "FN": 578, + "FP": 1, + "IoU": 0.03820598006644518, + "TN": 1226022, + "TP": 23, + "n_pred": 24, + "n_ref": 601 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 630, + "FP": 12291, + "IoU": 0.0, + "TN": 1213703, + "TP": 0, + "n_pred": 12291, + "n_ref": 630 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 7339, + "IoU": 0.0, + "TN": 1219285, + "TP": 0, + "n_pred": 7339, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 1734, + "IoU": 0.0, + "TN": 1224890, + "TP": 0, + "n_pred": 1734, + "n_ref": 0 + }, + "2": { + "Dice": 0.9685793719520532, + "FN": 2168, + "FP": 1279, + "IoU": 0.9390731052036199, + "TN": 1170048, + "TP": 53129, + "n_pred": 54408, + "n_ref": 55297 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 196, + "IoU": 0.0, + "TN": 1226428, + "TP": 0, + "n_pred": 196, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 4323, + "FP": 2531, + "IoU": 0.0, + "TN": 1219770, + "TP": 0, + "n_pred": 2531, + "n_ref": 4323 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 188, + "IoU": 0.0, + "TN": 1226436, + "TP": 0, + "n_pred": 188, + "n_ref": 0 + }, + "6": { + "Dice": 0.41503481835724476, + "FN": 200820, + "FP": 8346, + "IoU": 0.2618573727449818, + "TN": 943256, + "TP": 74202, + "n_pred": 82548, + "n_ref": 275022 + }, + "7": { + "Dice": 0.7872662578544931, + "FN": 5322, + "FP": 298, + "IoU": 0.6491666146451089, + "TN": 1210605, + "TP": 10399, + "n_pred": 10697, + "n_ref": 15721 + }, + "8": { + "Dice": 0.9065406540654065, + "FN": 1999, + "FP": 493, + "IoU": 0.8290574838798189, + "TN": 1212046, + "TP": 12086, + "n_pred": 12579, + "n_ref": 14085 + }, + "9": { + "Dice": 0.21971138464647144, + "FN": 28620, + "FP": 17719, + "IoU": 0.12341335149348315, + "TN": 1173761, + "TP": 6524, + "n_pred": 24243, + "n_ref": 35144 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0006.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0006.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0025.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0025.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.833063209076175, + "FN": 249, + "FP": 60, + "IoU": 0.7138888888888889, + "TN": 524616, + "TP": 771, + "n_pred": 831, + "n_ref": 1020 + }, + "10": { + "Dice": 0.7733553309960817, + "FN": 1004, + "FP": 3392, + "IoU": 0.6304640215198386, + "TN": 513800, + "TP": 7500, + "n_pred": 10892, + "n_ref": 8504 + }, + "11": { + "Dice": 0.7323692197821817, + "FN": 1147, + "FP": 352, + "IoU": 0.5777464788732395, + "TN": 522146, + "TP": 2051, + "n_pred": 2403, + "n_ref": 3198 + }, + "12": { + "Dice": 0.668769716088328, + "FN": 1188, + "FP": 1542, + "IoU": 0.5023696682464455, + "TN": 520210, + "TP": 2756, + "n_pred": 4298, + "n_ref": 3944 + }, + "13": { + "Dice": 0.3957259775689603, + "FN": 4030, + "FP": 3944, + "IoU": 0.24666981577704297, + "TN": 515111, + "TP": 2611, + "n_pred": 6555, + "n_ref": 6641 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9330319971452361, + "FN": 639, + "FP": 1050, + "IoU": 0.8744704570791527, + "TN": 512241, + "TP": 11766, + "n_pred": 12816, + "n_ref": 12405 + }, + "3": { + "Dice": 0.9465114146878152, + "FN": 2001, + "FP": 916, + "IoU": 0.8984543619021096, + "TN": 496970, + "TP": 25809, + "n_pred": 26725, + "n_ref": 27810 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9167362504517753, + "FN": 1325, + "FP": 5356, + "IoU": 0.8462724344224575, + "TN": 482236, + "TP": 36779, + "n_pred": 42135, + "n_ref": 38104 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 525690, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "8": { + "Dice": 0.9432212498080762, + "FN": 1323, + "FP": 526, + "IoU": 0.8925437322020108, + "TN": 508489, + "TP": 15358, + "n_pred": 15884, + "n_ref": 16681 + }, + "9": { + "Dice": 0.8424372603931591, + "FN": 3502, + "FP": 2293, + "IoU": 0.727768121388641, + "TN": 504409, + "TP": 15492, + "n_pred": 17785, + "n_ref": 18994 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0030.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0030.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7815070913036894, + "FN": 5251, + "FP": 7736, + "IoU": 0.6413718830254329, + "TN": 139019, + "TP": 23226, + "n_pred": 30962, + "n_ref": 28477 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8455316958131965, + "FN": 4006, + "FP": 5295, + "IoU": 0.7323992289323014, + "TN": 140475, + "TP": 25456, + "n_pred": 30751, + "n_ref": 29462 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8556521739130435, + "FN": 381, + "FP": 34, + "IoU": 0.7477203647416414, + "TN": 173587, + "TP": 1230, + "n_pred": 1264, + "n_ref": 1611 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 978, + "IoU": 0.0, + "TN": 174254, + "TP": 0, + "n_pred": 978, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9157983666572796, + "FN": 415, + "FP": 183, + "IoU": 0.8446753246753247, + "TN": 171382, + "TP": 3252, + "n_pred": 3435, + "n_ref": 3667 + }, + "7": { + "Dice": 0.0, + "FN": 1706, + "FP": 18, + "IoU": 0.0, + "TN": 173508, + "TP": 0, + "n_pred": 18, + "n_ref": 1706 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8900598313842807, + "FN": 725, + "FP": 2509, + "IoU": 0.8018989280245022, + "TN": 158907, + "TP": 13091, + "n_pred": 15600, + "n_ref": 13816 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0043.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0043.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9097008666480291, + "FN": 619, + "FP": 350, + "IoU": 0.8343589743589743, + "TN": 695078, + "TP": 4881, + "n_pred": 5231, + "n_ref": 5500 + }, + "10": { + "Dice": 0.8171360571201904, + "FN": 418, + "FP": 965, + "IoU": 0.6908115358819584, + "TN": 696455, + "TP": 3090, + "n_pred": 4055, + "n_ref": 3508 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5827397714096405, + "FN": 2431, + "FP": 88, + "IoU": 0.4111734455352969, + "TN": 696650, + "TP": 1759, + "n_pred": 1847, + "n_ref": 4190 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 89, + "IoU": 0.0, + "TN": 700839, + "TP": 0, + "n_pred": 89, + "n_ref": 0 + }, + "14": { + "Dice": 0.0002339728591483388, + "FN": 86, + "FP": 8460, + "IoU": 0.000117000117000117, + "TN": 692381, + "TP": 1, + "n_pred": 8461, + "n_ref": 87 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 15970, + "IoU": 0.0, + "TN": 684958, + "TP": 0, + "n_pred": 15970, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 3059, + "IoU": 0.0, + "TN": 697869, + "TP": 0, + "n_pred": 3059, + "n_ref": 0 + }, + "3": { + "Dice": 0.8461821996654285, + "FN": 4511, + "FP": 914, + "IoU": 0.7333759276551826, + "TN": 680581, + "TP": 14922, + "n_pred": 15836, + "n_ref": 19433 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.4398447606727037, + "FN": 170, + "FP": 263, + "IoU": 0.28192371475953565, + "TN": 700325, + "TP": 170, + "n_pred": 433, + "n_ref": 340 + }, + "7": { + "Dice": 0.8243223004343267, + "FN": 289, + "FP": 884, + "IoU": 0.7011464968152866, + "TN": 697003, + "TP": 2752, + "n_pred": 3636, + "n_ref": 3041 + }, + "8": { + "Dice": 0.916535770384121, + "FN": 1301, + "FP": 1037, + "IoU": 0.8459308072487645, + "TN": 685753, + "TP": 12837, + "n_pred": 13874, + "n_ref": 14138 + }, + "9": { + "Dice": 0.39867109634551495, + "FN": 154, + "FP": 27, + "IoU": 0.24896265560165975, + "TN": 700687, + "TP": 60, + "n_pred": 87, + "n_ref": 214 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0077.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0077.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.010968921389396709, + "FN": 1595, + "FP": 28, + "IoU": 0.0055147058823529415, + "TN": 1400224, + "TP": 9, + "n_pred": 37, + "n_ref": 1604 + }, + "10": { + "Dice": 0.7737362432382018, + "FN": 2957, + "FP": 5534, + "IoU": 0.6309704898083359, + "TN": 1378847, + "TP": 14518, + "n_pred": 20052, + "n_ref": 17475 + }, + "11": { + "Dice": 0.28116817724068477, + "FN": 3026, + "FP": 543, + "IoU": 0.16358097023670026, + "TN": 1397589, + "TP": 698, + "n_pred": 1241, + "n_ref": 3724 + }, + "12": { + "Dice": 0.35108695652173916, + "FN": 521, + "FP": 673, + "IoU": 0.2129202373104812, + "TN": 1400339, + "TP": 323, + "n_pred": 996, + "n_ref": 844 + }, + "13": { + "Dice": 0.8286315283370395, + "FN": 8333, + "FP": 5924, + "IoU": 0.7074046710175266, + "TN": 1353130, + "TP": 34469, + "n_pred": 40393, + "n_ref": 42802 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.659375132477002, + "FN": 913, + "FP": 7122, + "IoU": 0.4918416392613205, + "TN": 1386044, + "TP": 7777, + "n_pred": 14899, + "n_ref": 8690 + }, + "3": { + "Dice": 0.8563417240686072, + "FN": 1879, + "FP": 11698, + "IoU": 0.748774124308421, + "TN": 1347813, + "TP": 40466, + "n_pred": 52164, + "n_ref": 42345 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 236, + "IoU": 0.0, + "TN": 1401620, + "TP": 0, + "n_pred": 236, + "n_ref": 0 + }, + "5": { + "Dice": 0.7201347226607725, + "FN": 990, + "FP": 1669, + "IoU": 0.5626644736842106, + "TN": 1395776, + "TP": 3421, + "n_pred": 5090, + "n_ref": 4411 + }, + "6": { + "Dice": 0.791075686717786, + "FN": 126827, + "FP": 6436, + "IoU": 0.6543632864575498, + "TN": 1016298, + "TP": 252295, + "n_pred": 258731, + "n_ref": 379122 + }, + "7": { + "Dice": 0.8552492555950437, + "FN": 2748, + "FP": 3280, + "IoU": 0.747105218996476, + "TN": 1378020, + "TP": 17808, + "n_pred": 21088, + "n_ref": 20556 + }, + "8": { + "Dice": 0.941130604288499, + "FN": 485, + "FP": 270, + "IoU": 0.8888070692194403, + "TN": 1395066, + "TP": 6035, + "n_pred": 6305, + "n_ref": 6520 + }, + "9": { + "Dice": 0.876151853103526, + "FN": 908, + "FP": 4589, + "IoU": 0.7795998556593561, + "TN": 1376915, + "TP": 19444, + "n_pred": 24033, + "n_ref": 20352 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0083.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0083.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9547934861587998, + "FN": 2882, + "FP": 3464, + "IoU": 0.9134974509964287, + "TN": 627566, + "TP": 67016, + "n_pred": 70480, + "n_ref": 69898 + }, + "10": { + "Dice": 0.5776239067055393, + "FN": 3732, + "FP": 904, + "IoU": 0.4060978734306943, + "TN": 693122, + "TP": 3170, + "n_pred": 4074, + "n_ref": 6902 + }, + "11": { + "Dice": 0.208955223880597, + "FN": 53, + "FP": 0, + "IoU": 0.11666666666666667, + "TN": 700868, + "TP": 7, + "n_pred": 7, + "n_ref": 60 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 37, + "IoU": 0.0, + "TN": 700891, + "TP": 0, + "n_pred": 37, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9434836592612301, + "FN": 1499, + "FP": 3599, + "IoU": 0.8930137877484208, + "TN": 653277, + "TP": 42553, + "n_pred": 46152, + "n_ref": 44052 + }, + "3": { + "Dice": 0.5863066538090647, + "FN": 139, + "FP": 290, + "IoU": 0.4147339699863574, + "TN": 700195, + "TP": 304, + "n_pred": 594, + "n_ref": 443 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9543857696401367, + "FN": 6136, + "FP": 421, + "IoU": 0.9127513206392293, + "TN": 625775, + "TP": 68596, + "n_pred": 69017, + "n_ref": 74732 + }, + "7": { + "Dice": 0.9132821075740944, + "FN": 545, + "FP": 1746, + "IoU": 0.8404040404040404, + "TN": 686573, + "TP": 12064, + "n_pred": 13810, + "n_ref": 12609 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0084.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0084.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 350457, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.6937431394072447, + "FN": 119, + "FP": 160, + "IoU": 0.5310924369747899, + "TN": 349869, + "TP": 316, + "n_pred": 476, + "n_ref": 435 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0086.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0086.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.5500296033155714, + "FN": 4367, + "FP": 193, + "IoU": 0.37933850551245407, + "TN": 693581, + "TP": 2787, + "n_pred": 2980, + "n_ref": 7154 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 215, + "FP": 0, + "IoU": 0.0, + "TN": 700713, + "TP": 0, + "n_pred": 0, + "n_ref": 215 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8034813135376289, + "FN": 119, + "FP": 2568, + "IoU": 0.6715158924205379, + "TN": 692748, + "TP": 5493, + "n_pred": 8061, + "n_ref": 5612 + }, + "6": { + "Dice": 0.8033319636920548, + "FN": 2016, + "FP": 3249, + "IoU": 0.6713072793107754, + "TN": 684910, + "TP": 10753, + "n_pred": 14002, + "n_ref": 12769 + }, + "7": { + "Dice": 0.9855621160137238, + "FN": 5172, + "FP": 2066, + "IoU": 0.9715352034576193, + "TN": 446649, + "TP": 247041, + "n_pred": 249107, + "n_ref": 252213 + }, + "8": { + "Dice": 0.9768054492768168, + "FN": 1325, + "FP": 524, + "IoU": 0.9546624819164848, + "TN": 660145, + "TP": 38934, + "n_pred": 39458, + "n_ref": 40259 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 700922, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0104.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0104.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8403345834067437, + "FN": 12217, + "FP": 6814, + "IoU": 0.7246353744646371, + "TN": 631816, + "TP": 50081, + "n_pred": 56895, + "n_ref": 62298 + }, + "11": { + "Dice": 0.0, + "FN": 683, + "FP": 105, + "IoU": 0.0, + "TN": 700140, + "TP": 0, + "n_pred": 105, + "n_ref": 683 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5812546125461254, + "FN": 9260, + "FP": 7762, + "IoU": 0.4096962130669996, + "TN": 672092, + "TP": 11814, + "n_pred": 19576, + "n_ref": 21074 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9740084736503466, + "FN": 1362, + "FP": 2920, + "IoU": 0.9493338381806564, + "TN": 616414, + "TP": 80232, + "n_pred": 83152, + "n_ref": 81594 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8405082987551867, + "FN": 240, + "FP": 990, + "IoU": 0.7248937597852829, + "TN": 696457, + "TP": 3241, + "n_pred": 4231, + "n_ref": 3481 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9340278020205688, + "FN": 6284, + "FP": 3165, + "IoU": 0.876221541041159, + "TN": 624590, + "TP": 66889, + "n_pred": 70054, + "n_ref": 73173 + }, + "7": { + "Dice": 0.8098743845764506, + "FN": 3410, + "FP": 4854, + "IoU": 0.6804948772472453, + "TN": 675063, + "TP": 17601, + "n_pred": 22455, + "n_ref": 21011 + }, + "8": { + "Dice": 0.9516594516594516, + "FN": 35, + "FP": 367, + "IoU": 0.9077770130763937, + "TN": 696569, + "TP": 3957, + "n_pred": 4324, + "n_ref": 3992 + }, + "9": { + "Dice": 0.8010221337041074, + "FN": 297, + "FP": 4998, + "IoU": 0.6680875070519652, + "TN": 684975, + "TP": 10658, + "n_pred": 15656, + "n_ref": 10955 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0116.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0116.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 463, + "IoU": 0.0, + "TN": 1050929, + "TP": 0, + "n_pred": 463, + "n_ref": 0 + }, + "10": { + "Dice": 0.6041341410104291, + "FN": 5464, + "FP": 875, + "IoU": 0.43280243378668576, + "TN": 1040216, + "TP": 4837, + "n_pred": 5712, + "n_ref": 10301 + }, + "11": { + "Dice": 0.7572774869109947, + "FN": 511, + "FP": 648, + "IoU": 0.6093697337377822, + "TN": 1048425, + "TP": 1808, + "n_pred": 2456, + "n_ref": 2319 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5534631917840249, + "FN": 16249, + "FP": 8578, + "IoU": 0.3826125879690647, + "TN": 1011179, + "TP": 15386, + "n_pred": 23964, + "n_ref": 31635 + }, + "14": { + "Dice": 0.8269097499866731, + "FN": 81, + "FP": 3166, + "IoU": 0.7048986640007271, + "TN": 1040389, + "TP": 7756, + "n_pred": 10922, + "n_ref": 7837 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.47068430507920955, + "FN": 134, + "FP": 3107, + "IoU": 0.3077744553609569, + "TN": 1046710, + "TP": 1441, + "n_pred": 4548, + "n_ref": 1575 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.6017316017316018, + "FN": 485, + "FP": 2275, + "IoU": 0.43034055727554177, + "TN": 1046547, + "TP": 2085, + "n_pred": 4360, + "n_ref": 2570 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9524515604727755, + "FN": 2575, + "FP": 760, + "IoU": 0.9092195878814274, + "TN": 1014655, + "TP": 33402, + "n_pred": 34162, + "n_ref": 35977 + }, + "7": { + "Dice": 0.0, + "FN": 94, + "FP": 107, + "IoU": 0.0, + "TN": 1051191, + "TP": 0, + "n_pred": 107, + "n_ref": 94 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8758073054526204, + "FN": 379, + "FP": 794, + "IoU": 0.7790544358636278, + "TN": 1046083, + "TP": 4136, + "n_pred": 4930, + "n_ref": 4515 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0118.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0118.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8807831255098474, + "FN": 27485, + "FP": 136, + "IoU": 0.7869637650978759, + "TN": 571274, + "TP": 102033, + "n_pred": 102169, + "n_ref": 129518 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 223, + "IoU": 0.0, + "TN": 700705, + "TP": 0, + "n_pred": 223, + "n_ref": 0 + }, + "11": { + "Dice": 0.6599170529397415, + "FN": 1189, + "FP": 1599, + "IoU": 0.4924449299107956, + "TN": 695435, + "TP": 2705, + "n_pred": 4304, + "n_ref": 3894 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7959138352209638, + "FN": 9, + "FP": 910, + "IoU": 0.6610106971597196, + "TN": 698217, + "TP": 1792, + "n_pred": 2702, + "n_ref": 1801 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.952629823195819, + "FN": 220, + "FP": 632, + "IoU": 0.9095445376366917, + "TN": 691509, + "TP": 8567, + "n_pred": 9199, + "n_ref": 8787 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 140, + "IoU": 0.0, + "TN": 700788, + "TP": 0, + "n_pred": 140, + "n_ref": 0 + }, + "4": { + "Dice": 0.7743250127356087, + "FN": 417, + "FP": 26, + "IoU": 0.6317539484621779, + "TN": 699725, + "TP": 760, + "n_pred": 786, + "n_ref": 1177 + }, + "5": { + "Dice": 0.618139418672441, + "FN": 2869, + "FP": 1716, + "IoU": 0.4473240115718419, + "TN": 692632, + "TP": 3711, + "n_pred": 5427, + "n_ref": 6580 + }, + "6": { + "Dice": 0.6770613903099609, + "FN": 1251, + "FP": 15919, + "IoU": 0.5117859478518013, + "TN": 665759, + "TP": 17999, + "n_pred": 33918, + "n_ref": 19250 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.8886660294278954, + "FN": 1504, + "FP": 5601, + "IoU": 0.799639040072192, + "TN": 665467, + "TP": 28356, + "n_pred": 33957, + "n_ref": 29860 + }, + "9": { + "Dice": 0.9192177817358714, + "FN": 3113, + "FP": 1241, + "IoU": 0.850511570418183, + "TN": 671802, + "TP": 24772, + "n_pred": 26013, + "n_ref": 27885 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0119.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0119.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.3173326060275467, + "FN": 10010, + "FP": 2, + "IoU": 0.18858902666342492, + "TN": 688589, + "TP": 2327, + "n_pred": 2329, + "n_ref": 12337 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7016158648549394, + "FN": 1540, + "FP": 1710, + "IoU": 0.5403761844152171, + "TN": 693857, + "TP": 3821, + "n_pred": 5531, + "n_ref": 5361 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 15, + "IoU": 0.0, + "TN": 700913, + "TP": 0, + "n_pred": 15, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 19670, + "IoU": 0.0, + "TN": 681258, + "TP": 0, + "n_pred": 19670, + "n_ref": 0 + }, + "3": { + "Dice": 0.6817792084718483, + "FN": 20932, + "FP": 223, + "IoU": 0.5171965218978936, + "TN": 657111, + "TP": 22662, + "n_pred": 22885, + "n_ref": 43594 + }, + "4": { + "Dice": 0.8181865800639044, + "FN": 674, + "FP": 6268, + "IoU": 0.6923145111249003, + "TN": 678366, + "TP": 15620, + "n_pred": 21888, + "n_ref": 16294 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.739093297757242, + "FN": 95747, + "FP": 472, + "IoU": 0.5861601785783409, + "TN": 468425, + "TP": 136284, + "n_pred": 136756, + "n_ref": 232031 + }, + "7": { + "Dice": 0.6511542136762166, + "FN": 5777, + "FP": 15032, + "IoU": 0.4827491921451653, + "TN": 660698, + "TP": 19421, + "n_pred": 34453, + "n_ref": 25198 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0124.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0124.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8938775510204081, + "FN": 10, + "FP": 42, + "IoU": 0.8081180811808119, + "TN": 1401585, + "TP": 219, + "n_pred": 261, + "n_ref": 229 + }, + "10": { + "Dice": 0.7649524470268552, + "FN": 5962, + "FP": 2169, + "IoU": 0.6193708454264581, + "TN": 1380494, + "TP": 13231, + "n_pred": 15400, + "n_ref": 19193 + }, + "11": { + "Dice": 0.37714285714285717, + "FN": 25, + "FP": 84, + "IoU": 0.2323943661971831, + "TN": 1401714, + "TP": 33, + "n_pred": 117, + "n_ref": 58 + }, + "12": { + "Dice": 0.0, + "FN": 116, + "FP": 0, + "IoU": 0.0, + "TN": 1401740, + "TP": 0, + "n_pred": 0, + "n_ref": 116 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 204, + "IoU": 0.0, + "TN": 1401652, + "TP": 0, + "n_pred": 204, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 2735, + "IoU": 0.0, + "TN": 1399121, + "TP": 0, + "n_pred": 2735, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.8429210580505063, + "FN": 402, + "FP": 7989, + "IoU": 0.7284905355120531, + "TN": 1370951, + "TP": 22514, + "n_pred": 30503, + "n_ref": 22916 + }, + "4": { + "Dice": 0.24775353016688062, + "FN": 763, + "FP": 409, + "IoU": 0.1413919413919414, + "TN": 1400491, + "TP": 193, + "n_pred": 602, + "n_ref": 956 + }, + "5": { + "Dice": 0.9207353231864005, + "FN": 92, + "FP": 710, + "IoU": 0.8531135531135531, + "TN": 1396396, + "TP": 4658, + "n_pred": 5368, + "n_ref": 4750 + }, + "6": { + "Dice": 0.9419137489670795, + "FN": 8173, + "FP": 11931, + "IoU": 0.890205073591655, + "TN": 1218751, + "TP": 163001, + "n_pred": 174932, + "n_ref": 171174 + }, + "7": { + "Dice": 0.8826938688598768, + "FN": 16553, + "FP": 18705, + "IoU": 0.7900197128240556, + "TN": 1233945, + "TP": 132653, + "n_pred": 151358, + "n_ref": 149206 + }, + "8": { + "Dice": 0.9707338728955367, + "FN": 487, + "FP": 370, + "IoU": 0.9431320504313205, + "TN": 1386786, + "TP": 14213, + "n_pred": 14583, + "n_ref": 14700 + }, + "9": { + "Dice": 0.8657195506152292, + "FN": 3551, + "FP": 3226, + "IoU": 0.7632323655801279, + "TN": 1373233, + "TP": 21846, + "n_pred": 25072, + "n_ref": 25397 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0131.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0131.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9635658421822344, + "FN": 315, + "FP": 258, + "IoU": 0.9296932515337424, + "TN": 692778, + "TP": 7577, + "n_pred": 7835, + "n_ref": 7892 + }, + "10": { + "Dice": 0.8980104893589355, + "FN": 2019, + "FP": 334, + "IoU": 0.8148993077407174, + "TN": 688216, + "TP": 10359, + "n_pred": 10693, + "n_ref": 12378 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 130, + "FP": 0, + "IoU": 0.0, + "TN": 700798, + "TP": 0, + "n_pred": 0, + "n_ref": 130 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 23154, + "IoU": 0.0, + "TN": 677774, + "TP": 0, + "n_pred": 23154, + "n_ref": 0 + }, + "3": { + "Dice": 0.7919424713566292, + "FN": 26156, + "FP": 2227, + "IoU": 0.6555502967197, + "TN": 618527, + "TP": 54018, + "n_pred": 56245, + "n_ref": 80174 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.5183450429352069, + "FN": 2995, + "FP": 3792, + "IoU": 0.3498419388830348, + "TN": 690489, + "TP": 3652, + "n_pred": 7444, + "n_ref": 6647 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9595959595959596, + "FN": 673, + "FP": 6183, + "IoU": 0.9223300970873787, + "TN": 612657, + "TP": 81415, + "n_pred": 87598, + "n_ref": 82088 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0134.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0134.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.11337000717531691, + "FN": 3626, + "FP": 81, + "IoU": 0.06009127789046653, + "TN": 346520, + "TP": 237, + "n_pred": 318, + "n_ref": 3863 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 438, + "IoU": 0.0, + "TN": 350026, + "TP": 0, + "n_pred": 438, + "n_ref": 0 + }, + "11": { + "Dice": 0.44323835368611486, + "FN": 608, + "FP": 623, + "IoU": 0.28471818710052293, + "TN": 348743, + "TP": 490, + "n_pred": 1113, + "n_ref": 1098 + }, + "12": { + "Dice": 0.6001852423587527, + "FN": 320, + "FP": 975, + "IoU": 0.42876047640052933, + "TN": 348197, + "TP": 972, + "n_pred": 1947, + "n_ref": 1292 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8518771880407227, + "FN": 7007, + "FP": 355, + "IoU": 0.7419739240151408, + "TN": 321932, + "TP": 21170, + "n_pred": 21525, + "n_ref": 28177 + }, + "3": { + "Dice": 0.0, + "FN": 5, + "FP": 67, + "IoU": 0.0, + "TN": 350392, + "TP": 0, + "n_pred": 67, + "n_ref": 5 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8286755771567437, + "FN": 584, + "FP": 1249, + "IoU": 0.7074688796680498, + "TN": 344198, + "TP": 4433, + "n_pred": 5682, + "n_ref": 5017 + }, + "6": { + "Dice": 0.9254523423639905, + "FN": 3911, + "FP": 10670, + "IoU": 0.861248299028424, + "TN": 245377, + "TP": 90506, + "n_pred": 101176, + "n_ref": 94417 + }, + "7": { + "Dice": 0.8470377880988204, + "FN": 5030, + "FP": 1985, + "IoU": 0.7346622286103336, + "TN": 324026, + "TP": 19423, + "n_pred": 21408, + "n_ref": 24453 + }, + "8": { + "Dice": 0.9358998792961057, + "FN": 579, + "FP": 1439, + "IoU": 0.8795223880597015, + "TN": 333714, + "TP": 14732, + "n_pred": 16171, + "n_ref": 15311 + }, + "9": { + "Dice": 0.9455249024251926, + "FN": 1067, + "FP": 566, + "IoU": 0.8966782663714015, + "TN": 334659, + "TP": 14172, + "n_pred": 14738, + "n_ref": 15239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0160.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0160.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8716473971477199, + "FN": 835, + "FP": 3539, + "IoU": 0.7724955789035681, + "TN": 331238, + "TP": 14852, + "n_pred": 18391, + "n_ref": 15687 + }, + "7": { + "Dice": 0.8052410383189123, + "FN": 2858, + "FP": 1081, + "IoU": 0.6739778182420129, + "TN": 338382, + "TP": 8143, + "n_pred": 9224, + "n_ref": 11001 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0184.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0184.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7789046653144016, + "FN": 100, + "FP": 9, + "IoU": 0.6378737541528239, + "TN": 700627, + "TP": 192, + "n_pred": 201, + "n_ref": 292 + }, + "10": { + "Dice": 0.5806392061843775, + "FN": 3699, + "FP": 14474, + "IoU": 0.4090849970735514, + "TN": 670174, + "TP": 12581, + "n_pred": 27055, + "n_ref": 16280 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 331, + "FP": 0, + "IoU": 0.0, + "TN": 700597, + "TP": 0, + "n_pred": 0, + "n_ref": 331 + }, + "13": { + "Dice": 0.6653056595213791, + "FN": 1527, + "FP": 1424, + "IoU": 0.4984704282800816, + "TN": 695044, + "TP": 2933, + "n_pred": 4357, + "n_ref": 4460 + }, + "14": { + "Dice": 0.6274266989273943, + "FN": 17426, + "FP": 21686, + "IoU": 0.4571170796030259, + "TN": 628883, + "TP": 32933, + "n_pred": 54619, + "n_ref": 50359 + }, + "15": { + "Dice": 0.7910618562910318, + "FN": 2548, + "FP": 921, + "IoU": 0.6543443603029095, + "TN": 690892, + "TP": 6567, + "n_pred": 7488, + "n_ref": 9115 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 548, + "IoU": 0.0, + "TN": 700380, + "TP": 0, + "n_pred": 548, + "n_ref": 0 + }, + "3": { + "Dice": 0.8284098051539912, + "FN": 5524, + "FP": 209, + "IoU": 0.7070815450643777, + "TN": 681356, + "TP": 13839, + "n_pred": 14048, + "n_ref": 19363 + }, + "4": { + "Dice": 0.9232973829097217, + "FN": 2499, + "FP": 552, + "IoU": 0.8575231157186887, + "TN": 679514, + "TP": 18363, + "n_pred": 18915, + "n_ref": 20862 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9449729831027267, + "FN": 7012, + "FP": 1797, + "IoU": 0.895686051606333, + "TN": 616481, + "TP": 75638, + "n_pred": 77435, + "n_ref": 82650 + }, + "7": { + "Dice": 0.676530929437364, + "FN": 1381, + "FP": 9025, + "IoU": 0.5111800075159715, + "TN": 679640, + "TP": 10882, + "n_pred": 19907, + "n_ref": 12263 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0186.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0186.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5106382978723404, + "FN": 0, + "FP": 92, + "IoU": 0.34285714285714286, + "TN": 876020, + "TP": 48, + "n_pred": 140, + "n_ref": 48 + }, + "10": { + "Dice": 0.8375132582885688, + "FN": 2886, + "FP": 6612, + "IoU": 0.7204497292206263, + "TN": 842184, + "TP": 24478, + "n_pred": 31090, + "n_ref": 27364 + }, + "11": { + "Dice": 0.23255813953488372, + "FN": 314, + "FP": 280, + "IoU": 0.13157894736842105, + "TN": 875476, + "TP": 90, + "n_pred": 370, + "n_ref": 404 + }, + "12": { + "Dice": 0.5486025228790502, + "FN": 1414, + "FP": 411, + "IoU": 0.3779822767552829, + "TN": 873226, + "TP": 1109, + "n_pred": 1520, + "n_ref": 2523 + }, + "13": { + "Dice": 0.39808074123097287, + "FN": 3042, + "FP": 596, + "IoU": 0.24850237554224333, + "TN": 871319, + "TP": 1203, + "n_pred": 1799, + "n_ref": 4245 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 1158, + "IoU": 0.0, + "TN": 875002, + "TP": 0, + "n_pred": 1158, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 93, + "IoU": 0.0, + "TN": 876067, + "TP": 0, + "n_pred": 93, + "n_ref": 0 + }, + "3": { + "Dice": 0.9414343114574455, + "FN": 392, + "FP": 89, + "IoU": 0.889348976305498, + "TN": 871813, + "TP": 3866, + "n_pred": 3955, + "n_ref": 4258 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 16, + "IoU": 0.0, + "TN": 876144, + "TP": 0, + "n_pred": 16, + "n_ref": 0 + }, + "6": { + "Dice": 0.822422087429408, + "FN": 191, + "FP": 658, + "IoU": 0.6984014209591475, + "TN": 873345, + "TP": 1966, + "n_pred": 2624, + "n_ref": 2157 + }, + "7": { + "Dice": 0.8728966924646722, + "FN": 2880, + "FP": 421, + "IoU": 0.7744602350368953, + "TN": 861524, + "TP": 11335, + "n_pred": 11756, + "n_ref": 14215 + }, + "8": { + "Dice": 0.9582575245620419, + "FN": 1220, + "FP": 386, + "IoU": 0.9198602794411178, + "TN": 856120, + "TP": 18434, + "n_pred": 18820, + "n_ref": 19654 + }, + "9": { + "Dice": 0.9343799515544466, + "FN": 450, + "FP": 3153, + "IoU": 0.8768415655443514, + "TN": 846905, + "TP": 25652, + "n_pred": 28805, + "n_ref": 26102 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0188.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0188.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8513031980457632, + "FN": 5766, + "FP": 869, + "IoU": 0.7411034805681286, + "TN": 1376228, + "TP": 18993, + "n_pred": 19862, + "n_ref": 24759 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.20413793103448277, + "FN": 34, + "FP": 543, + "IoU": 0.11367127496159754, + "TN": 1401205, + "TP": 74, + "n_pred": 617, + "n_ref": 108 + }, + "13": { + "Dice": 0.15532198865532199, + "FN": 8040, + "FP": 2086, + "IoU": 0.08420005426426698, + "TN": 1390799, + "TP": 931, + "n_pred": 3017, + "n_ref": 8971 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 2501, + "IoU": 0.0, + "TN": 1399355, + "TP": 0, + "n_pred": 2501, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9548267326732673, + "FN": 22, + "FP": 124, + "IoU": 0.9135583185316756, + "TN": 1400167, + "TP": 1543, + "n_pred": 1667, + "n_ref": 1565 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 252, + "IoU": 0.0, + "TN": 1401604, + "TP": 0, + "n_pred": 252, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.5310361143062252, + "FN": 168364, + "FP": 4097, + "IoU": 0.36150385961015163, + "TN": 1131751, + "TP": 97644, + "n_pred": 101741, + "n_ref": 266008 + }, + "7": { + "Dice": 0.10201234874944581, + "FN": 1466, + "FP": 81579, + "IoU": 0.05374763565096511, + "TN": 1314094, + "TP": 4717, + "n_pred": 86296, + "n_ref": 6183 + }, + "8": { + "Dice": 0.9398424223698439, + "FN": 348, + "FP": 1599, + "IoU": 0.8865120074609466, + "TN": 1384700, + "TP": 15209, + "n_pred": 16808, + "n_ref": 15557 + }, + "9": { + "Dice": 0.845107735782409, + "FN": 852, + "FP": 902, + "IoU": 0.7317632665545191, + "TN": 1395317, + "TP": 4785, + "n_pred": 5687, + "n_ref": 5637 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0197.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0197.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7506245741539859, + "FN": 140, + "FP": 2056, + "IoU": 0.600799854571896, + "TN": 520195, + "TP": 3305, + "n_pred": 5361, + "n_ref": 3445 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9553904761904762, + "FN": 2245, + "FP": 2439, + "IoU": 0.9145910068925276, + "TN": 470854, + "TP": 50158, + "n_pred": 52597, + "n_ref": 52403 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9556489225151678, + "FN": 3151, + "FP": 2412, + "IoU": 0.9150648121287998, + "TN": 460199, + "TP": 59934, + "n_pred": 62346, + "n_ref": 63085 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0230.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0230.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8982653539615565, + "FN": 294, + "FP": 1225, + "IoU": 0.8153191489361702, + "TN": 517471, + "TP": 6706, + "n_pred": 7931, + "n_ref": 7000 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7007269789983845, + "FN": 1330, + "FP": 152, + "IoU": 0.5393223500155424, + "TN": 522479, + "TP": 1735, + "n_pred": 1887, + "n_ref": 3065 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9716124643520577, + "FN": 322, + "FP": 763, + "IoU": 0.9447921436930748, + "TN": 506043, + "TP": 18568, + "n_pred": 19331, + "n_ref": 18890 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6362813160277694, + "FN": 1071, + "FP": 4954, + "IoU": 0.46657813191677733, + "TN": 514401, + "TP": 5270, + "n_pred": 10224, + "n_ref": 6341 + }, + "7": { + "Dice": 0.9399007341146276, + "FN": 9078, + "FP": 6845, + "IoU": 0.8866157768061865, + "TN": 385262, + "TP": 124511, + "n_pred": 131356, + "n_ref": 133589 + }, + "8": { + "Dice": 0.9585313577485789, + "FN": 342, + "FP": 103, + "IoU": 0.9203650680028633, + "TN": 520108, + "TP": 5143, + "n_pred": 5246, + "n_ref": 5485 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0249.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0249.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8258455325593135, + "FN": 236, + "FP": 109, + "IoU": 0.70335339638865, + "TN": 349301, + "TP": 818, + "n_pred": 927, + "n_ref": 1054 + }, + "10": { + "Dice": 0.5327750505342189, + "FN": 3227, + "FP": 9, + "IoU": 0.3631174965557961, + "TN": 345383, + "TP": 1845, + "n_pred": 1854, + "n_ref": 5072 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.3552397868561279, + "FN": 148, + "FP": 215, + "IoU": 0.2159827213822894, + "TN": 350001, + "TP": 100, + "n_pred": 315, + "n_ref": 248 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 204, + "IoU": 0.0, + "TN": 350260, + "TP": 0, + "n_pred": 204, + "n_ref": 0 + }, + "3": { + "Dice": 0.9310728956346167, + "FN": 5921, + "FP": 5959, + "IoU": 0.8710349768774832, + "TN": 258346, + "TP": 80238, + "n_pred": 86197, + "n_ref": 86159 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.6958187760622112, + "FN": 2675, + "FP": 24, + "IoU": 0.5335292084341514, + "TN": 344678, + "TP": 3087, + "n_pred": 3111, + "n_ref": 5762 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0259.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0259.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9636835111529679, + "FN": 866, + "FP": 1949, + "IoU": 0.9299123593267603, + "TN": 135068, + "TP": 37349, + "n_pred": 39298, + "n_ref": 38215 + }, + "10": { + "Dice": 0.07407407407407407, + "FN": 1225, + "FP": 0, + "IoU": 0.038461538461538464, + "TN": 173958, + "TP": 49, + "n_pred": 49, + "n_ref": 1274 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.7243460764587525, + "FN": 49, + "FP": 636, + "IoU": 0.5678233438485805, + "TN": 173647, + "TP": 900, + "n_pred": 1536, + "n_ref": 949 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 40, + "IoU": 0.0, + "TN": 175192, + "TP": 0, + "n_pred": 40, + "n_ref": 0 + }, + "7": { + "Dice": 0.9699410466047211, + "FN": 937, + "FP": 302, + "IoU": 0.9416364407178859, + "TN": 154003, + "TP": 19990, + "n_pred": 20292, + "n_ref": 20927 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0281.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0281.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8989547038327527, + "FN": 27, + "FP": 31, + "IoU": 0.8164556962025317, + "TN": 875844, + "TP": 258, + "n_pred": 289, + "n_ref": 285 + }, + "10": { + "Dice": 0.9110441503995808, + "FN": 1975, + "FP": 1420, + "IoU": 0.8366217516843119, + "TN": 855380, + "TP": 17385, + "n_pred": 18805, + "n_ref": 19360 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 425, + "IoU": 0.0, + "TN": 875735, + "TP": 0, + "n_pred": 425, + "n_ref": 0 + }, + "12": { + "Dice": 0.36363636363636365, + "FN": 13, + "FP": 1, + "IoU": 0.2222222222222222, + "TN": 876142, + "TP": 4, + "n_pred": 5, + "n_ref": 17 + }, + "13": { + "Dice": 0.4879812390072308, + "FN": 5219, + "FP": 21, + "IoU": 0.32273491017190126, + "TN": 868423, + "TP": 2497, + "n_pred": 2518, + "n_ref": 7716 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 11757, + "IoU": 0.0, + "TN": 864403, + "TP": 0, + "n_pred": 11757, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8283378746594006, + "FN": 838, + "FP": 44, + "IoU": 0.7069767441860465, + "TN": 873150, + "TP": 2128, + "n_pred": 2172, + "n_ref": 2966 + }, + "6": { + "Dice": 0.9628485859664031, + "FN": 1616, + "FP": 1969, + "IoU": 0.9283587458284207, + "TN": 826119, + "TP": 46456, + "n_pred": 48425, + "n_ref": 48072 + }, + "7": { + "Dice": 0.9869363230455309, + "FN": 1274, + "FP": 2196, + "IoU": 0.974209564015281, + "TN": 741614, + "TP": 131076, + "n_pred": 133272, + "n_ref": 132350 + }, + "8": { + "Dice": 0.9539412673879444, + "FN": 1991, + "FP": 244, + "IoU": 0.9119385342789598, + "TN": 850780, + "TP": 23145, + "n_pred": 23389, + "n_ref": 25136 + }, + "9": { + "Dice": 0.7761100865370975, + "FN": 6671, + "FP": 1220, + "IoU": 0.6341339020771514, + "TN": 854592, + "TP": 13677, + "n_pred": 14897, + "n_ref": 20348 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0320.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0320.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7981413286781602, + "FN": 46609, + "FP": 916, + "IoU": 0.6640891709840897, + "TN": 909911, + "TP": 93956, + "n_pred": 94872, + "n_ref": 140565 + }, + "10": { + "Dice": 0.5623057360836394, + "FN": 172, + "FP": 2926, + "IoU": 0.39111635220125784, + "TN": 1046304, + "TP": 1990, + "n_pred": 4916, + "n_ref": 2162 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 2624, + "IoU": 0.0, + "TN": 1048768, + "TP": 0, + "n_pred": 2624, + "n_ref": 0 + }, + "3": { + "Dice": 0.9339520680722582, + "FN": 982, + "FP": 6718, + "IoU": 0.8760882509132457, + "TN": 989251, + "TP": 54441, + "n_pred": 61159, + "n_ref": 55423 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.3685442166972822, + "FN": 203721, + "FP": 4595, + "IoU": 0.22589899185082513, + "TN": 782285, + "TP": 60791, + "n_pred": 65386, + "n_ref": 264512 + }, + "7": { + "Dice": 0.2895692983120127, + "FN": 16775, + "FP": 20767, + "IoU": 0.16929612993162657, + "TN": 1006199, + "TP": 7651, + "n_pred": 28418, + "n_ref": 24426 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0330.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0330.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9396537510305029, + "FN": 494, + "FP": 238, + "IoU": 0.8861763333851655, + "TN": 344033, + "TP": 5699, + "n_pred": 5937, + "n_ref": 6193 + }, + "10": { + "Dice": 0.7176274018379282, + "FN": 98, + "FP": 1254, + "IoU": 0.5596091205211726, + "TN": 347394, + "TP": 1718, + "n_pred": 2972, + "n_ref": 1816 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6660513685987026, + "FN": 3435, + "FP": 9229, + "IoU": 0.4993081089629542, + "TN": 325171, + "TP": 12629, + "n_pred": 21858, + "n_ref": 16064 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9074626865671642, + "FN": 96, + "FP": 245, + "IoU": 0.8306010928961749, + "TN": 348451, + "TP": 1672, + "n_pred": 1917, + "n_ref": 1768 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8664534795188061, + "FN": 854, + "FP": 1777, + "IoU": 0.7643739924771629, + "TN": 339298, + "TP": 8535, + "n_pred": 10312, + "n_ref": 9389 + }, + "7": { + "Dice": 0.8753429947763166, + "FN": 34835, + "FP": 1963, + "IoU": 0.7783199595170968, + "TN": 184468, + "TP": 129198, + "n_pred": 131161, + "n_ref": 164033 + }, + "8": { + "Dice": 0.931267183204199, + "FN": 82, + "FP": 193, + "IoU": 0.8713751169317119, + "TN": 348326, + "TP": 1863, + "n_pred": 2056, + "n_ref": 1945 + }, + "9": { + "Dice": 0.902834008097166, + "FN": 169, + "FP": 1895, + "IoU": 0.8228782287822878, + "TN": 338811, + "TP": 9589, + "n_pred": 11484, + "n_ref": 9758 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0341.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0341.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8346299553511027, + "FN": 5596, + "FP": 4182, + "IoU": 0.7161930746234, + "TN": 491243, + "TP": 24675, + "n_pred": 28857, + "n_ref": 30271 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6168738312616874, + "FN": 2271, + "FP": 1212, + "IoU": 0.4459996818832512, + "TN": 519409, + "TP": 2804, + "n_pred": 4016, + "n_ref": 5075 + }, + "13": { + "Dice": 0.8423736530581272, + "FN": 3573, + "FP": 1620, + "IoU": 0.7276731868477634, + "TN": 506627, + "TP": 13876, + "n_pred": 15496, + "n_ref": 17449 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9291769923046824, + "FN": 2540, + "FP": 718, + "IoU": 0.8677222898903776, + "TN": 501066, + "TP": 21372, + "n_pred": 22090, + "n_ref": 23912 + }, + "3": { + "Dice": 0.8910714285714286, + "FN": 66, + "FP": 56, + "IoU": 0.8035426731078905, + "TN": 525075, + "TP": 499, + "n_pred": 555, + "n_ref": 565 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9654661016949152, + "FN": 286, + "FP": 40, + "IoU": 0.9332377636698751, + "TN": 520813, + "TP": 4557, + "n_pred": 4597, + "n_ref": 4843 + }, + "7": { + "Dice": 0.9238685364351198, + "FN": 1339, + "FP": 762, + "IoU": 0.8585089905044111, + "TN": 510847, + "TP": 12748, + "n_pred": 13510, + "n_ref": 14087 + }, + "8": { + "Dice": 0.9422182535253191, + "FN": 377, + "FP": 1176, + "IoU": 0.8907492085824833, + "TN": 511481, + "TP": 12662, + "n_pred": 13838, + "n_ref": 13039 + }, + "9": { + "Dice": 0.9640625966474918, + "FN": 664, + "FP": 1079, + "IoU": 0.930618581323143, + "TN": 500574, + "TP": 23379, + "n_pred": 24458, + "n_ref": 24043 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0378.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0378.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0398.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0398.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": 0.5033114204716252, + "FN": 3007.666666666667, + "FP": 2335.0199999999995, + "IoU": 0.42694119104577827, + "TN": 619930.8355555555, + "TP": 11402.744444444443, + "n_pred": 13737.764444444447, + "n_ref": 14410.411111111112 + }, + "mean": { + "1": { + "Dice": 0.6106535375685025, + "FN": 1137.7666666666667, + "FP": 3494.233333333333, + "IoU": 0.5626083661378726, + "TN": 622039.6666666666, + "TP": 10004.6, + "n_pred": 13498.833333333334, + "n_ref": 11142.366666666667 + }, + "10": { + "Dice": 0.38633394452513525, + "FN": 1196.2, + "FP": 983.1, + "IoU": 0.3035791067550153, + "TN": 631508.2, + "TP": 2988.766666666667, + "n_pred": 3971.866666666667, + "n_ref": 4184.966666666666 + }, + "11": { + "Dice": 0.29657897889810275, + "FN": 182.0, + "FP": 31.666666666666668, + "IoU": 0.20453184031498592, + "TN": 636355.2, + "TP": 107.4, + "n_pred": 139.06666666666666, + "n_ref": 289.4 + }, + "12": { + "Dice": 0.26738856343947637, + "FN": 379.8, + "FP": 278.6333333333333, + "IoU": 0.19996245833908538, + "TN": 635473.2333333333, + "TP": 544.6, + "n_pred": 823.2333333333333, + "n_ref": 924.4 + }, + "13": { + "Dice": 0.33087606161191035, + "FN": 2741.4333333333334, + "FP": 940.5333333333333, + "IoU": 0.2592109388959771, + "TN": 630741.5333333333, + "TP": 2252.766666666667, + "n_pred": 3193.3, + "n_ref": 4994.2 + }, + "14": { + "Dice": 0.550695614336978, + "FN": 955.8, + "FP": 2342.5333333333333, + "IoU": 0.48941450047749496, + "TN": 621527.1333333333, + "TP": 11850.8, + "n_pred": 14193.333333333334, + "n_ref": 12806.6 + }, + "15": { + "Dice": 0.4468738104079502, + "FN": 545.4666666666667, + "FP": 5602.833333333333, + "IoU": 0.3522840819348523, + "TN": 627277.9333333333, + "TP": 3250.0333333333333, + "n_pred": 8852.866666666667, + "n_ref": 3795.5 + }, + "2": { + "Dice": 0.38006651232248634, + "FN": 2587.9333333333334, + "FP": 1327.4, + "IoU": 0.35131196470420994, + "TN": 619937.2666666667, + "TP": 12823.666666666666, + "n_pred": 14151.066666666668, + "n_ref": 15411.6 + }, + "3": { + "Dice": 0.49821213959045774, + "FN": 1519.4666666666667, + "FP": 3005.733333333333, + "IoU": 0.4606931471079947, + "TN": 615942.8, + "TP": 16208.266666666666, + "n_pred": 19214.0, + "n_ref": 17727.733333333334 + }, + "4": { + "Dice": 0.35574893565928095, + "FN": 898.1, + "FP": 1677.2333333333333, + "IoU": 0.2860050219711805, + "TN": 631888.8, + "TP": 2212.133333333333, + "n_pred": 3889.366666666667, + "n_ref": 3110.233333333333 + }, + "5": { + "Dice": 0.6230453955149673, + "FN": 851.0666666666667, + "FP": 661.8333333333334, + "IoU": 0.4678529482326488, + "TN": 633740.9, + "TP": 1422.4666666666667, + "n_pred": 2084.3, + "n_ref": 2273.5333333333333 + }, + "6": { + "Dice": 0.7822694702283478, + "FN": 25104.266666666666, + "FP": 5829.066666666667, + "IoU": 0.6965695960644847, + "TN": 536215.1333333333, + "TP": 69527.8, + "n_pred": 75356.86666666667, + "n_ref": 94632.06666666667 + }, + "7": { + "Dice": 0.5572699568983025, + "FN": 5118.5, + "FP": 6970.733333333334, + "IoU": 0.4791818087405704, + "TN": 601884.8666666667, + "TP": 22702.166666666668, + "n_pred": 29672.9, + "n_ref": 27820.666666666668 + }, + "8": { + "Dice": 0.8308442595745928, + "FN": 806.7666666666667, + "FP": 1089.9333333333334, + "IoU": 0.7556395326492972, + "TN": 624216.5333333333, + "TP": 10563.033333333333, + "n_pred": 11652.966666666667, + "n_ref": 11369.8 + }, + "9": { + "Dice": 0.6328141264978889, + "FN": 1090.4333333333334, + "FP": 789.8333333333334, + "IoU": 0.5352725533610042, + "TN": 630213.3333333334, + "TP": 4582.666666666667, + "n_pred": 5372.5, + "n_ref": 5673.1 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8950542822677925, + "FN": 244, + "FP": 278, + "IoU": 0.8100436681222707, + "TN": 347716, + "TP": 2226, + "n_pred": 2504, + "n_ref": 2470 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 350463, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0015.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0015.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 18682, + "IoU": 0.0, + "TN": 682246, + "TP": 0, + "n_pred": 18682, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1110, + "IoU": 0.0, + "TN": 699818, + "TP": 0, + "n_pred": 1110, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 106, + "IoU": 0.0, + "TN": 700822, + "TP": 0, + "n_pred": 106, + "n_ref": 0 + }, + "13": { + "Dice": 0.6209419295839049, + "FN": 1879, + "FP": 4753, + "IoU": 0.45026525198938994, + "TN": 688864, + "TP": 5432, + "n_pred": 10185, + "n_ref": 7311 + }, + "14": { + "Dice": 0.8567304222302418, + "FN": 2648, + "FP": 16408, + "IoU": 0.7493686868686869, + "TN": 624896, + "TP": 56976, + "n_pred": 73384, + "n_ref": 59624 + }, + "15": { + "Dice": 0.572084042288795, + "FN": 1331, + "FP": 21052, + "IoU": 0.4006426563127594, + "TN": 663583, + "TP": 14962, + "n_pred": 36014, + "n_ref": 16293 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 155, + "IoU": 0.0, + "TN": 700773, + "TP": 0, + "n_pred": 155, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8813974420697884, + "FN": 21489, + "FP": 1175, + "IoU": 0.7879451337038492, + "TN": 594050, + "TP": 84214, + "n_pred": 85389, + "n_ref": 105703 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1167, + "IoU": 0.0, + "TN": 699761, + "TP": 0, + "n_pred": 1167, + "n_ref": 0 + }, + "8": { + "Dice": 0.7841995841995842, + "FN": 236, + "FP": 283, + "IoU": 0.6450068399452804, + "TN": 699466, + "TP": 943, + "n_pred": 1226, + "n_ref": 1179 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0016.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0016.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 518, + "IoU": 0.0, + "TN": 875642, + "TP": 0, + "n_pred": 518, + "n_ref": 0 + }, + "11": { + "Dice": 0.4, + "FN": 1, + "FP": 2, + "IoU": 0.25, + "TN": 876156, + "TP": 1, + "n_pred": 3, + "n_ref": 2 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 583, + "FP": 0, + "IoU": 0.0, + "TN": 875577, + "TP": 0, + "n_pred": 0, + "n_ref": 583 + }, + "14": { + "Dice": 0.8562809165723919, + "FN": 6162, + "FP": 13275, + "IoU": 0.7486811481768813, + "TN": 798820, + "TP": 57903, + "n_pred": 71178, + "n_ref": 64065 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9547031193051284, + "FN": 7837, + "FP": 3224, + "IoU": 0.913332027424094, + "TN": 748535, + "TP": 116564, + "n_pred": 119788, + "n_ref": 124401 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 5019, + "IoU": 0.0, + "TN": 871141, + "TP": 0, + "n_pred": 5019, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9257202303870307, + "FN": 6189, + "FP": 7520, + "IoU": 0.8617124296406884, + "TN": 777026, + "TP": 85425, + "n_pred": 92945, + "n_ref": 91614 + }, + "7": { + "Dice": 0.5612488879003559, + "FN": 22094, + "FP": 9468, + "IoU": 0.3900944945796054, + "TN": 824411, + "TP": 20187, + "n_pred": 29655, + "n_ref": 42281 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0021.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0021.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7265374302167128, + "FN": 2589, + "FP": 3632, + "IoU": 0.5705212288574387, + "TN": 335979, + "TP": 8264, + "n_pred": 11896, + "n_ref": 10853 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7151464435146444, + "FN": 1867, + "FP": 1537, + "IoU": 0.5565976292822717, + "TN": 342787, + "TP": 4273, + "n_pred": 5810, + "n_ref": 6140 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 2457, + "IoU": 0.0, + "TN": 348007, + "TP": 0, + "n_pred": 2457, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 46, + "IoU": 0.0, + "TN": 350418, + "TP": 0, + "n_pred": 46, + "n_ref": 0 + }, + "3": { + "Dice": 0.9552114924181964, + "FN": 587, + "FP": 816, + "IoU": 0.9142630163774138, + "TN": 334100, + "TP": 14961, + "n_pred": 15777, + "n_ref": 15548 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 10, + "IoU": 0.0, + "TN": 350454, + "TP": 0, + "n_pred": 10, + "n_ref": 0 + }, + "7": { + "Dice": 0.8327150021439624, + "FN": 8156, + "FP": 817, + "IoU": 0.7133776272918929, + "TN": 319158, + "TP": 22333, + "n_pred": 23150, + "n_ref": 30489 + }, + "8": { + "Dice": 0.9374622095534249, + "FN": 249, + "FP": 1199, + "IoU": 0.8822859930086985, + "TN": 338163, + "TP": 10853, + "n_pred": 12052, + "n_ref": 11102 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0027.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0027.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9418178006080302, + "FN": 348, + "FP": 207, + "IoU": 0.8900336833762631, + "TN": 520649, + "TP": 4492, + "n_pred": 4699, + "n_ref": 4840 + }, + "10": { + "Dice": 0.572014722741809, + "FN": 7089, + "FP": 4, + "IoU": 0.4005746640750444, + "TN": 513863, + "TP": 4740, + "n_pred": 4744, + "n_ref": 11829 + }, + "11": { + "Dice": 0.0, + "FN": 28, + "FP": 0, + "IoU": 0.0, + "TN": 525668, + "TP": 0, + "n_pred": 0, + "n_ref": 28 + }, + "12": { + "Dice": 0.6088640275387264, + "FN": 3217, + "FP": 419, + "IoU": 0.43767398700897, + "TN": 519230, + "TP": 2830, + "n_pred": 3249, + "n_ref": 6047 + }, + "13": { + "Dice": 0.6737160120845922, + "FN": 182, + "FP": 1114, + "IoU": 0.5079726651480638, + "TN": 523062, + "TP": 1338, + "n_pred": 2452, + "n_ref": 1520 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 164, + "IoU": 0.0, + "TN": 525532, + "TP": 0, + "n_pred": 164, + "n_ref": 0 + }, + "3": { + "Dice": 0.955422828972317, + "FN": 2748, + "FP": 1954, + "IoU": 0.9146503058575811, + "TN": 470605, + "TP": 50389, + "n_pred": 52343, + "n_ref": 53137 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9596222210431369, + "FN": 225, + "FP": 1297, + "IoU": 0.9223786209710322, + "TN": 506088, + "TP": 18086, + "n_pred": 19383, + "n_ref": 18311 + }, + "7": { + "Dice": 0.9379591205505581, + "FN": 873, + "FP": 1534, + "IoU": 0.8831666828463256, + "TN": 505094, + "TP": 18195, + "n_pred": 19729, + "n_ref": 19068 + }, + "8": { + "Dice": 0.8922270858204006, + "FN": 2463, + "FP": 787, + "IoU": 0.8054241752978507, + "TN": 508993, + "TP": 13453, + "n_pred": 14240, + "n_ref": 15916 + }, + "9": { + "Dice": 0.8446838194737354, + "FN": 4505, + "FP": 282, + "IoU": 0.7311278364412491, + "TN": 507892, + "TP": 13017, + "n_pred": 13299, + "n_ref": 17522 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0033.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0033.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9213384116591646, + "FN": 283, + "FP": 2216, + "IoU": 0.8541496439827244, + "TN": 508562, + "TP": 14635, + "n_pred": 16851, + "n_ref": 14918 + }, + "10": { + "Dice": 0.6200074654721911, + "FN": 518, + "FP": 1518, + "IoU": 0.4492832025967, + "TN": 521999, + "TP": 1661, + "n_pred": 3179, + "n_ref": 2179 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7260239124904604, + "FN": 931, + "FP": 146, + "IoU": 0.569888178913738, + "TN": 523192, + "TP": 1427, + "n_pred": 1573, + "n_ref": 2358 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.936822627544277, + "FN": 1274, + "FP": 160, + "IoU": 0.8811536548980606, + "TN": 513630, + "TP": 10632, + "n_pred": 10792, + "n_ref": 11906 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 82, + "IoU": 0.0, + "TN": 525614, + "TP": 0, + "n_pred": 82, + "n_ref": 0 + }, + "3": { + "Dice": 0.9369426330145053, + "FN": 6423, + "FP": 2154, + "IoU": 0.8813660128910896, + "TN": 453398, + "TP": 63721, + "n_pred": 65875, + "n_ref": 70144 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9894336526032039, + "FN": 1608, + "FP": 787, + "IoU": 0.9790882658540632, + "TN": 411167, + "TP": 112134, + "n_pred": 112921, + "n_ref": 113742 + }, + "7": { + "Dice": 0.9339467060151029, + "FN": 555, + "FP": 206, + "IoU": 0.8760788145253217, + "TN": 519555, + "TP": 5380, + "n_pred": 5586, + "n_ref": 5935 + }, + "8": { + "Dice": 0.8336755646817249, + "FN": 42, + "FP": 39, + "IoU": 0.7147887323943662, + "TN": 525412, + "TP": 203, + "n_pred": 242, + "n_ref": 245 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0042.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0042.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 69, + "IoU": 0.0, + "TN": 525627, + "TP": 0, + "n_pred": 69, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1846, + "IoU": 0.0, + "TN": 523850, + "TP": 0, + "n_pred": 1846, + "n_ref": 0 + }, + "3": { + "Dice": 0.9177250138045279, + "FN": 14318, + "FP": 2817, + "IoU": 0.8479591836734693, + "TN": 412996, + "TP": 95565, + "n_pred": 98382, + "n_ref": 109883 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.768087878041052, + "FN": 836, + "FP": 5751, + "IoU": 0.623492426407545, + "TN": 508201, + "TP": 10908, + "n_pred": 16659, + "n_ref": 11744 + }, + "6": { + "Dice": 0.6294559099437148, + "FN": 299, + "FP": 3651, + "IoU": 0.45927446954141, + "TN": 518391, + "TP": 3355, + "n_pred": 7006, + "n_ref": 3654 + }, + "7": { + "Dice": 0.895492137449039, + "FN": 5467, + "FP": 3505, + "IoU": 0.8107612157516189, + "TN": 478285, + "TP": 38439, + "n_pred": 41944, + "n_ref": 43906 + }, + "8": { + "Dice": 0.9109843310566492, + "FN": 3275, + "FP": 2264, + "IoU": 0.8365208665368042, + "TN": 491814, + "TP": 28343, + "n_pred": 30607, + "n_ref": 31618 + }, + "9": { + "Dice": 0.3796068796068796, + "FN": 831, + "FP": 179, + "IoU": 0.23426838514025777, + "TN": 524377, + "TP": 309, + "n_pred": 488, + "n_ref": 1140 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0048.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0048.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8609358817437153, + "FN": 154, + "FP": 1323, + "IoU": 0.7558274094891717, + "TN": 519647, + "TP": 4572, + "n_pred": 5895, + "n_ref": 4726 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 525689, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 8, + "FP": 0, + "IoU": 0.0, + "TN": 525688, + "TP": 0, + "n_pred": 0, + "n_ref": 8 + }, + "13": { + "Dice": 0.11770833333333333, + "FN": 13552, + "FP": 0, + "IoU": 0.06253458771444383, + "TN": 511240, + "TP": 904, + "n_pred": 904, + "n_ref": 14456 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8129094579365178, + "FN": 8669, + "FP": 6438, + "IoU": 0.6847914536691218, + "TN": 477769, + "TP": 32820, + "n_pred": 39258, + "n_ref": 41489 + }, + "5": { + "Dice": 0.5940130963517306, + "FN": 844, + "FP": 24, + "IoU": 0.42248835662009315, + "TN": 524193, + "TP": 635, + "n_pred": 659, + "n_ref": 1479 + }, + "6": { + "Dice": 0.8442895156998403, + "FN": 5057, + "FP": 24201, + "IoU": 0.7305372125364942, + "TN": 417117, + "TP": 79321, + "n_pred": 103522, + "n_ref": 84378 + }, + "7": { + "Dice": 0.9366452640952336, + "FN": 11307, + "FP": 8970, + "IoU": 0.8808398857586122, + "TN": 355530, + "TP": 149889, + "n_pred": 158859, + "n_ref": 161196 + }, + "8": { + "Dice": 0.21390374331550802, + "FN": 147, + "FP": 0, + "IoU": 0.11976047904191617, + "TN": 525529, + "TP": 20, + "n_pred": 20, + "n_ref": 167 + }, + "9": { + "Dice": 0.41305998481397116, + "FN": 445, + "FP": 328, + "IoU": 0.2602870813397129, + "TN": 524651, + "TP": 272, + "n_pred": 600, + "n_ref": 717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0050.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0050.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.11083560624845029, + "FN": 1, + "FP": 7171, + "IoU": 0.058669116681979265, + "TN": 342845, + "TP": 447, + "n_pred": 7618, + "n_ref": 448 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 32, + "IoU": 0.0, + "TN": 350432, + "TP": 0, + "n_pred": 32, + "n_ref": 0 + }, + "4": { + "Dice": 0.6468646864686468, + "FN": 62, + "FP": 45, + "IoU": 0.47804878048780486, + "TN": 350259, + "TP": 98, + "n_pred": 143, + "n_ref": 160 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.939870228730924, + "FN": 15478, + "FP": 1110, + "IoU": 0.8865614891710947, + "TN": 204235, + "TP": 129641, + "n_pred": 130751, + "n_ref": 145119 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0058.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0058.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 655, + "IoU": 0.0, + "TN": 174577, + "TP": 0, + "n_pred": 655, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 10, + "FP": 0, + "IoU": 0.0, + "TN": 175222, + "TP": 0, + "n_pred": 0, + "n_ref": 10 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7353151010701546, + "FN": 2313, + "FP": 1026, + "IoU": 0.5814215870628056, + "TN": 167255, + "TP": 4638, + "n_pred": 5664, + "n_ref": 6951 + }, + "6": { + "Dice": 0.8473936106199605, + "FN": 16157, + "FP": 328, + "IoU": 0.7351977382979407, + "TN": 112978, + "TP": 45769, + "n_pred": 46097, + "n_ref": 61926 + }, + "7": { + "Dice": 0.8330280830280831, + "FN": 2890, + "FP": 392, + "IoU": 0.7138373005493068, + "TN": 163763, + "TP": 8187, + "n_pred": 8579, + "n_ref": 11077 + }, + "8": { + "Dice": 0.9460676666542599, + "FN": 756, + "FP": 693, + "IoU": 0.897655036022037, + "TN": 161074, + "TP": 12709, + "n_pred": 13402, + "n_ref": 13465 + }, + "9": { + "Dice": 0.6207809397749835, + "FN": 573, + "FP": 0, + "IoU": 0.45009596928982726, + "TN": 174190, + "TP": 469, + "n_pred": 469, + "n_ref": 1042 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0064.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0064.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.09089892665474061, + "FN": 117, + "FP": 16145, + "IoU": 0.04761346998535871, + "TN": 859085, + "TP": 813, + "n_pred": 16958, + "n_ref": 930 + }, + "10": { + "Dice": 0.8146934763913346, + "FN": 1824, + "FP": 2701, + "IoU": 0.6873272526257601, + "TN": 861688, + "TP": 9947, + "n_pred": 12648, + "n_ref": 11771 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5499527856468366, + "FN": 2100, + "FP": 283, + "IoU": 0.37926543370669447, + "TN": 872321, + "TP": 1456, + "n_pred": 1739, + "n_ref": 3556 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 115, + "IoU": 0.0, + "TN": 876045, + "TP": 0, + "n_pred": 115, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 829, + "IoU": 0.0, + "TN": 875331, + "TP": 0, + "n_pred": 829, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.7784843114771187, + "FN": 412, + "FP": 1713, + "IoU": 0.6373101211810889, + "TN": 870301, + "TP": 3734, + "n_pred": 5447, + "n_ref": 4146 + }, + "4": { + "Dice": 0.7100387763894873, + "FN": 1522, + "FP": 497, + "IoU": 0.5504342017368069, + "TN": 871669, + "TP": 2472, + "n_pred": 2969, + "n_ref": 3994 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8756787203816987, + "FN": 23364, + "FP": 6653, + "IoU": 0.7788509710311496, + "TN": 740428, + "TP": 105715, + "n_pred": 112368, + "n_ref": 129079 + }, + "7": { + "Dice": 0.9355104612395978, + "FN": 2543, + "FP": 9740, + "IoU": 0.8788348097145224, + "TN": 774786, + "TP": 89091, + "n_pred": 98831, + "n_ref": 91634 + }, + "8": { + "Dice": 0.926303568724446, + "FN": 1086, + "FP": 1834, + "IoU": 0.8627238963847492, + "TN": 854889, + "TP": 18351, + "n_pred": 20185, + "n_ref": 19437 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0066.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0066.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 4040, + "IoU": 0.0, + "TN": 521656, + "TP": 0, + "n_pred": 4040, + "n_ref": 0 + }, + "11": { + "Dice": 0.38258575197889183, + "FN": 1351, + "FP": 53, + "IoU": 0.2365415986949429, + "TN": 523857, + "TP": 435, + "n_pred": 488, + "n_ref": 1786 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 525695, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "13": { + "Dice": 0.26723349092572823, + "FN": 28717, + "FP": 9721, + "IoU": 0.15422360111778555, + "TN": 480249, + "TP": 7009, + "n_pred": 16730, + "n_ref": 35726 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.938585291113381, + "FN": 873, + "FP": 1051, + "IoU": 0.8842776374353423, + "TN": 509070, + "TP": 14702, + "n_pred": 15753, + "n_ref": 15575 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 10, + "IoU": 0.0, + "TN": 525686, + "TP": 0, + "n_pred": 10, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 5488, + "IoU": 0.0, + "TN": 520208, + "TP": 0, + "n_pred": 5488, + "n_ref": 0 + }, + "5": { + "Dice": 0.42951541850220265, + "FN": 1799, + "FP": 3899, + "IoU": 0.27349228611500703, + "TN": 517853, + "TP": 2145, + "n_pred": 6044, + "n_ref": 3944 + }, + "6": { + "Dice": 0.7805700275819798, + "FN": 529, + "FP": 2335, + "IoU": 0.6401105805478764, + "TN": 517738, + "TP": 5094, + "n_pred": 7429, + "n_ref": 5623 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9032093604221367, + "FN": 3362, + "FP": 435, + "IoU": 0.8235020685167108, + "TN": 504183, + "TP": 17716, + "n_pred": 18151, + "n_ref": 21078 + }, + "9": { + "Dice": 0.3040008745080892, + "FN": 9736, + "FP": 2998, + "IoU": 0.179245891073155, + "TN": 510181, + "TP": 2781, + "n_pred": 5779, + "n_ref": 12517 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0067.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0067.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9407965554359526, + "FN": 520, + "FP": 85, + "IoU": 0.8882113821138211, + "TN": 345052, + "TP": 4807, + "n_pred": 4892, + "n_ref": 5327 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0133.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0133.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.913560450610825, + "FN": 2544, + "FP": 3817, + "IoU": 0.8408755472170106, + "TN": 485721, + "TP": 33614, + "n_pred": 37431, + "n_ref": 36158 + }, + "10": { + "Dice": 0.05089058524173028, + "FN": 134, + "FP": 239, + "IoU": 0.02610966057441253, + "TN": 525313, + "TP": 10, + "n_pred": 249, + "n_ref": 144 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 35, + "IoU": 0.0, + "TN": 525661, + "TP": 0, + "n_pred": 35, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1372, + "IoU": 0.0, + "TN": 524324, + "TP": 0, + "n_pred": 1372, + "n_ref": 0 + }, + "3": { + "Dice": 0.9123185848057638, + "FN": 780, + "FP": 7666, + "IoU": 0.8387737181689764, + "TN": 473310, + "TP": 43940, + "n_pred": 51606, + "n_ref": 44720 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 13, + "IoU": 0.0, + "TN": 525683, + "TP": 0, + "n_pred": 13, + "n_ref": 0 + }, + "5": { + "Dice": 0.46081208687440983, + "FN": 3273, + "FP": 1295, + "IoU": 0.29938650306748466, + "TN": 519176, + "TP": 1952, + "n_pred": 3247, + "n_ref": 5225 + }, + "6": { + "Dice": 0.6900408981338534, + "FN": 3171, + "FP": 19717, + "IoU": 0.5267652227850719, + "TN": 477331, + "TP": 25477, + "n_pred": 45194, + "n_ref": 28648 + }, + "7": { + "Dice": 0.743815137362077, + "FN": 35311, + "FP": 2372, + "IoU": 0.5921223535524094, + "TN": 433308, + "TP": 54705, + "n_pred": 57077, + "n_ref": 90016 + }, + "8": { + "Dice": 0.9380069524913094, + "FN": 2188, + "FP": 594, + "IoU": 0.8832515002727769, + "TN": 501867, + "TP": 21047, + "n_pred": 21641, + "n_ref": 23235 + }, + "9": { + "Dice": 0.8995562893406254, + "FN": 1039, + "FP": 3828, + "IoU": 0.8174487078504182, + "TN": 499035, + "TP": 21794, + "n_pred": 25622, + "n_ref": 22833 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0138.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0138.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9145979748980874, + "FN": 2136, + "FP": 3709, + "IoU": 0.8426352206337668, + "TN": 1364713, + "TP": 31298, + "n_pred": 35007, + "n_ref": 33434 + }, + "10": { + "Dice": 0.8730072463768116, + "FN": 932, + "FP": 1872, + "IoU": 0.7746343031666935, + "TN": 1389414, + "TP": 9638, + "n_pred": 11510, + "n_ref": 10570 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8666514615881704, + "FN": 5773, + "FP": 1243, + "IoU": 0.764682206942814, + "TN": 1372041, + "TP": 22799, + "n_pred": 24042, + "n_ref": 28572 + }, + "14": { + "Dice": 0.985452725037362, + "FN": 3222, + "FP": 730, + "IoU": 0.971322627694853, + "TN": 1264047, + "TP": 133857, + "n_pred": 134587, + "n_ref": 137079 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 3150, + "IoU": 0.0, + "TN": 1398706, + "TP": 0, + "n_pred": 3150, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8731199382954107, + "FN": 985, + "FP": 331, + "IoU": 0.7748117727583846, + "TN": 1396012, + "TP": 4528, + "n_pred": 4859, + "n_ref": 5513 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8981895829502033, + "FN": 8239, + "FP": 11691, + "IoU": 0.8151943102473039, + "TN": 1294013, + "TP": 87913, + "n_pred": 99604, + "n_ref": 96152 + }, + "7": { + "Dice": 0.961092670185558, + "FN": 843, + "FP": 2732, + "IoU": 0.9250995181227739, + "TN": 1354126, + "TP": 44155, + "n_pred": 46887, + "n_ref": 44998 + }, + "8": { + "Dice": 0.8059701492537313, + "FN": 0, + "FP": 65, + "IoU": 0.675, + "TN": 1401656, + "TP": 135, + "n_pred": 200, + "n_ref": 135 + }, + "9": { + "Dice": 0.9286737324548839, + "FN": 344, + "FP": 154, + "IoU": 0.8668449197860962, + "TN": 1398116, + "TP": 3242, + "n_pred": 3396, + "n_ref": 3586 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0159.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0159.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 413, + "IoU": 0.0, + "TN": 1401443, + "TP": 0, + "n_pred": 413, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 5, + "FP": 56, + "IoU": 0.0, + "TN": 1401795, + "TP": 0, + "n_pred": 56, + "n_ref": 5 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.24573378839590443, + "FN": 221, + "FP": 0, + "IoU": 0.14007782101167315, + "TN": 1401599, + "TP": 36, + "n_pred": 36, + "n_ref": 257 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 775, + "IoU": 0.0, + "TN": 1401081, + "TP": 0, + "n_pred": 775, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 2257, + "IoU": 0.0, + "TN": 1399599, + "TP": 0, + "n_pred": 2257, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 3065, + "FP": 97301, + "IoU": 0.0, + "TN": 1301490, + "TP": 0, + "n_pred": 97301, + "n_ref": 3065 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9498863636363636, + "FN": 1000, + "FP": 2528, + "IoU": 0.90455578400606, + "TN": 1364892, + "TP": 33436, + "n_pred": 35964, + "n_ref": 34436 + }, + "4": { + "Dice": 0.02319312981884285, + "FN": 12740, + "FP": 2843, + "IoU": 0.011732623033992896, + "TN": 1386088, + "TP": 185, + "n_pred": 3028, + "n_ref": 12925 + }, + "5": { + "Dice": 0.5560970207110422, + "FN": 2586, + "FP": 5430, + "IoU": 0.385134616859707, + "TN": 1388819, + "TP": 5021, + "n_pred": 10451, + "n_ref": 7607 + }, + "6": { + "Dice": 0.8470447501495296, + "FN": 6460, + "FP": 38548, + "IoU": 0.7346727032635352, + "TN": 1232224, + "TP": 124624, + "n_pred": 163172, + "n_ref": 131084 + }, + "7": { + "Dice": 0.773822600111197, + "FN": 8393, + "FP": 41644, + "IoU": 0.6310853553338789, + "TN": 1266223, + "TP": 85596, + "n_pred": 127240, + "n_ref": 93989 + }, + "8": { + "Dice": 0.9600630206965697, + "FN": 409, + "FP": 1264, + "IoU": 0.9231934624919659, + "TN": 1380074, + "TP": 20109, + "n_pred": 21373, + "n_ref": 20518 + }, + "9": { + "Dice": 0.706060606060606, + "FN": 792, + "FP": 178, + "IoU": 0.5456674473067916, + "TN": 1399721, + "TP": 1165, + "n_pred": 1343, + "n_ref": 1957 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0171.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0171.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.364223356942843, + "FN": 19245, + "FP": 54, + "IoU": 0.22266081282474726, + "TN": 2253189, + "TP": 5528, + "n_pred": 5582, + "n_ref": 24773 + }, + "10": { + "Dice": 0.8011873090944921, + "FN": 10385, + "FP": 5757, + "IoU": 0.6683173402921898, + "TN": 2229349, + "TP": 32525, + "n_pred": 38282, + "n_ref": 42910 + }, + "11": { + "Dice": 0.0, + "FN": 2275, + "FP": 10, + "IoU": 0.0, + "TN": 2275731, + "TP": 0, + "n_pred": 10, + "n_ref": 2275 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 3236, + "IoU": 0.0, + "TN": 2274780, + "TP": 0, + "n_pred": 3236, + "n_ref": 0 + }, + "13": { + "Dice": 0.5428412720455492, + "FN": 16819, + "FP": 2933, + "IoU": 0.37253407033260266, + "TN": 2246537, + "TP": 11727, + "n_pred": 14660, + "n_ref": 28546 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8203038664668914, + "FN": 15949, + "FP": 10556, + "IoU": 0.695351830992391, + "TN": 2191014, + "TP": 60497, + "n_pred": 71053, + "n_ref": 76446 + }, + "3": { + "Dice": 0.014820303816228233, + "FN": 169, + "FP": 5149, + "IoU": 0.007465472191116088, + "TN": 2272658, + "TP": 40, + "n_pred": 5189, + "n_ref": 209 + }, + "4": { + "Dice": 0.44627579547751106, + "FN": 995, + "FP": 23664, + "IoU": 0.28722973754191233, + "TN": 2243420, + "TP": 9937, + "n_pred": 33601, + "n_ref": 10932 + }, + "5": { + "Dice": 0.6985917105564461, + "FN": 8809, + "FP": 1721, + "IoU": 0.5367967272247394, + "TN": 2255283, + "TP": 12203, + "n_pred": 13924, + "n_ref": 21012 + }, + "6": { + "Dice": 0.6507353106627278, + "FN": 505693, + "FP": 37576, + "IoU": 0.4822888465141366, + "TN": 1228649, + "TP": 506098, + "n_pred": 543674, + "n_ref": 1011791 + }, + "7": { + "Dice": 0.38512192724770944, + "FN": 38826, + "FP": 17479, + "IoU": 0.23848359436284455, + "TN": 2204078, + "TP": 17633, + "n_pred": 35112, + "n_ref": 56459 + }, + "8": { + "Dice": 0.8859594797841281, + "FN": 5431, + "FP": 2303, + "IoU": 0.795266836086404, + "TN": 2240240, + "TP": 30042, + "n_pred": 32345, + "n_ref": 35473 + }, + "9": { + "Dice": 0.8194056504418701, + "FN": 8409, + "FP": 7367, + "IoU": 0.6940619788232556, + "TN": 2226450, + "TP": 35790, + "n_pred": 43157, + "n_ref": 44199 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0173.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0173.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 30, + "IoU": 0.0, + "TN": 1051362, + "TP": 0, + "n_pred": 30, + "n_ref": 0 + }, + "10": { + "Dice": 0.7027161517727556, + "FN": 4831, + "FP": 2338, + "IoU": 0.541682649277586, + "TN": 1035750, + "TP": 8473, + "n_pred": 10811, + "n_ref": 13304 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7122914538644876, + "FN": 1555, + "FP": 135, + "IoU": 0.553146483342147, + "TN": 1047610, + "TP": 2092, + "n_pred": 2227, + "n_ref": 3647 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 412, + "IoU": 0.0, + "TN": 1050980, + "TP": 0, + "n_pred": 412, + "n_ref": 0 + }, + "14": { + "Dice": 0.887698272823405, + "FN": 7483, + "FP": 482, + "IoU": 0.7980732665737102, + "TN": 1011947, + "TP": 31480, + "n_pred": 31962, + "n_ref": 38963 + }, + "15": { + "Dice": 0.7012812997236413, + "FN": 6379, + "FP": 755, + "IoU": 0.53997936548878, + "TN": 1035884, + "TP": 8374, + "n_pred": 9129, + "n_ref": 14753 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 352, + "IoU": 0.0, + "TN": 1051040, + "TP": 0, + "n_pred": 352, + "n_ref": 0 + }, + "3": { + "Dice": 0.9576059850374065, + "FN": 1378, + "FP": 1274, + "IoU": 0.9186602870813397, + "TN": 1018788, + "TP": 29952, + "n_pred": 31226, + "n_ref": 31330 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 7964, + "IoU": 0.0, + "TN": 1043428, + "TP": 0, + "n_pred": 7964, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9026492199234823, + "FN": 27664, + "FP": 4677, + "IoU": 0.8225712655533367, + "TN": 869116, + "TP": 149935, + "n_pred": 154612, + "n_ref": 177599 + }, + "7": { + "Dice": 0.5167078189300411, + "FN": 224, + "FP": 5648, + "IoU": 0.3483520142048607, + "TN": 1042381, + "TP": 3139, + "n_pred": 8787, + "n_ref": 3363 + }, + "8": { + "Dice": 0.9564140493309023, + "FN": 316, + "FP": 951, + "IoU": 0.9164688818565401, + "TN": 1036224, + "TP": 13901, + "n_pred": 14852, + "n_ref": 14217 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 437, + "IoU": 0.0, + "TN": 1050955, + "TP": 0, + "n_pred": 437, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0193.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0193.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 210, + "IoU": 0.0, + "TN": 350254, + "TP": 0, + "n_pred": 210, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.5108129755706848, + "FN": 4501, + "FP": 385, + "IoU": 0.3430146564474923, + "TN": 343027, + "TP": 2551, + "n_pred": 2936, + "n_ref": 7052 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 6421, + "IoU": 0.0, + "TN": 344043, + "TP": 0, + "n_pred": 6421, + "n_ref": 0 + }, + "8": { + "Dice": 0.96885167572979, + "FN": 1427, + "FP": 1311, + "IoU": 0.9395851721094439, + "TN": 305144, + "TP": 42582, + "n_pred": 43893, + "n_ref": 44009 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0217.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0217.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 160, + "IoU": 0.0, + "TN": 350304, + "TP": 0, + "n_pred": 160, + "n_ref": 0 + }, + "13": { + "Dice": 0.3653566229985444, + "FN": 2302, + "FP": 314, + "IoU": 0.22350845948352627, + "TN": 347095, + "TP": 753, + "n_pred": 1067, + "n_ref": 3055 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.96262341325811, + "FN": 2402, + "FP": 884, + "IoU": 0.9279401767505099, + "TN": 304863, + "TP": 42315, + "n_pred": 43199, + "n_ref": 44717 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 609, + "IoU": 0.0, + "TN": 349855, + "TP": 0, + "n_pred": 609, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9514518901321556, + "FN": 2748, + "FP": 1517, + "IoU": 0.9073993660167615, + "TN": 304406, + "TP": 41793, + "n_pred": 43310, + "n_ref": 44541 + }, + "7": { + "Dice": 0.7333287674360204, + "FN": 10901, + "FP": 780, + "IoU": 0.5789416768798212, + "TN": 322722, + "TP": 16061, + "n_pred": 16841, + "n_ref": 26962 + }, + "8": { + "Dice": 0.1744868035190616, + "FN": 11, + "FP": 1115, + "IoU": 0.09558232931726908, + "TN": 349219, + "TP": 119, + "n_pred": 1234, + "n_ref": 130 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 154, + "IoU": 0.0, + "TN": 350310, + "TP": 0, + "n_pred": 154, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0235.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0235.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0248.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0248.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9584559230173654, + "FN": 496, + "FP": 3260, + "IoU": 0.9202259839007709, + "TN": 303381, + "TP": 43327, + "n_pred": 46587, + "n_ref": 43823 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 1, + "FP": 0, + "IoU": 0.0, + "TN": 350463, + "TP": 0, + "n_pred": 0, + "n_ref": 1 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1629, + "IoU": 0.0, + "TN": 348835, + "TP": 0, + "n_pred": 1629, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9716821522673693, + "FN": 332, + "FP": 689, + "IoU": 0.9449239400151042, + "TN": 331926, + "TP": 17517, + "n_pred": 18206, + "n_ref": 17849 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 57750, + "IoU": 0.0, + "TN": 292714, + "TP": 0, + "n_pred": 57750, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0264.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0264.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 48102, + "IoU": 0.0, + "TN": 302362, + "TP": 0, + "n_pred": 48102, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1349, + "IoU": 0.0, + "TN": 349115, + "TP": 0, + "n_pred": 1349, + "n_ref": 0 + }, + "14": { + "Dice": 0.8547227926078029, + "FN": 1930, + "FP": 334, + "IoU": 0.7463021066786194, + "TN": 341540, + "TP": 6660, + "n_pred": 6994, + "n_ref": 8590 + }, + "15": { + "Dice": 0.7048854759698133, + "FN": 1759, + "FP": 470, + "IoU": 0.5442649764874259, + "TN": 345573, + "TP": 2662, + "n_pred": 3132, + "n_ref": 4421 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.21818181818181817, + "FN": 387, + "FP": 0, + "IoU": 0.12244897959183673, + "TN": 350023, + "TP": 54, + "n_pred": 54, + "n_ref": 441 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7155672766182812, + "FN": 50667, + "FP": 1965, + "IoU": 0.5571076348275369, + "TN": 231627, + "TP": 66205, + "n_pred": 68170, + "n_ref": 116872 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 53, + "IoU": 0.0, + "TN": 350411, + "TP": 0, + "n_pred": 53, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0296.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0296.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9566581020277687, + "FN": 2793, + "FP": 800, + "IoU": 0.9169171715303149, + "TN": 832914, + "TP": 39653, + "n_pred": 40453, + "n_ref": 42446 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 157, + "IoU": 0.0, + "TN": 876003, + "TP": 0, + "n_pred": 157, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 12551, + "IoU": 0.0, + "TN": 863609, + "TP": 0, + "n_pred": 12551, + "n_ref": 0 + }, + "3": { + "Dice": 0.08928571428571429, + "FN": 12903, + "FP": 51, + "IoU": 0.04672897196261682, + "TN": 862571, + "TP": 635, + "n_pred": 686, + "n_ref": 13538 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8541632719569823, + "FN": 571, + "FP": 324, + "IoU": 0.7454493742889647, + "TN": 872644, + "TP": 2621, + "n_pred": 2945, + "n_ref": 3192 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 207, + "IoU": 0.0, + "TN": 875953, + "TP": 0, + "n_pred": 207, + "n_ref": 0 + }, + "7": { + "Dice": 0.9545360397680199, + "FN": 295, + "FP": 4095, + "IoU": 0.9130262506191184, + "TN": 825685, + "TP": 46085, + "n_pred": 50180, + "n_ref": 46380 + }, + "8": { + "Dice": 0.8680384387382609, + "FN": 1668, + "FP": 15250, + "IoU": 0.7668444481195132, + "TN": 803599, + "TP": 55643, + "n_pred": 70893, + "n_ref": 57311 + }, + "9": { + "Dice": 0.8731319262427002, + "FN": 1828, + "FP": 931, + "IoU": 0.774830653717457, + "TN": 863907, + "TP": 9494, + "n_pred": 10425, + "n_ref": 11322 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0297.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0297.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.4117647058823529, + "FN": 60, + "FP": 0, + "IoU": 0.25925925925925924, + "TN": 350383, + "TP": 21, + "n_pred": 21, + "n_ref": 81 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.29165001997602874, + "FN": 8597, + "FP": 268, + "IoU": 0.1707202993451824, + "TN": 339774, + "TP": 1825, + "n_pred": 2093, + "n_ref": 10422 + }, + "14": { + "Dice": 0.8785576409708817, + "FN": 1946, + "FP": 1011, + "IoU": 0.7834175639053688, + "TN": 336811, + "TP": 10696, + "n_pred": 11707, + "n_ref": 12642 + }, + "15": { + "Dice": 0.9151362663719519, + "FN": 847, + "FP": 2762, + "IoU": 0.8435495058089127, + "TN": 327396, + "TP": 19459, + "n_pred": 22221, + "n_ref": 20306 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 350456, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "4": { + "Dice": 0.8941525610024181, + "FN": 1583, + "FP": 2269, + "IoU": 0.8085677368054865, + "TN": 330342, + "TP": 16270, + "n_pred": 18539, + "n_ref": 17853 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.957416538902471, + "FN": 2298, + "FP": 785, + "IoU": 0.9183116504597123, + "TN": 312723, + "TP": 34658, + "n_pred": 35443, + "n_ref": 36956 + }, + "7": { + "Dice": 0.025511717591219223, + "FN": 2988, + "FP": 297, + "IoU": 0.012920673076923076, + "TN": 347136, + "TP": 43, + "n_pred": 340, + "n_ref": 3031 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0299.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0299.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9544299726644155, + "FN": 736, + "FP": 3515, + "IoU": 0.91283218503937, + "TN": 301696, + "TP": 44517, + "n_pred": 48032, + "n_ref": 45253 + }, + "10": { + "Dice": 0.0, + "FN": 376, + "FP": 0, + "IoU": 0.0, + "TN": 350088, + "TP": 0, + "n_pred": 0, + "n_ref": 376 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9144661244798465, + "FN": 1945, + "FP": 5722, + "IoU": 0.842411411658308, + "TN": 301812, + "TP": 40985, + "n_pred": 46707, + "n_ref": 42930 + }, + "15": { + "Dice": 0.3624461250711556, + "FN": 948, + "FP": 14732, + "IoU": 0.22133386303818842, + "TN": 330327, + "TP": 4457, + "n_pred": 19189, + "n_ref": 5405 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 688, + "IoU": 0.0, + "TN": 349776, + "TP": 0, + "n_pred": 688, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.535303776683087, + "FN": 8, + "FP": 558, + "IoU": 0.3654708520179372, + "TN": 349572, + "TP": 326, + "n_pred": 884, + "n_ref": 334 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0321.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0321.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7103555223709149, + "FN": 1583, + "FP": 3460, + "IoU": 0.5508149995546451, + "TN": 1040165, + "TP": 6184, + "n_pred": 9644, + "n_ref": 7767 + }, + "11": { + "Dice": 0.24717285945072698, + "FN": 928, + "FP": 4, + "IoU": 0.14101382488479264, + "TN": 1050307, + "TP": 153, + "n_pred": 157, + "n_ref": 1081 + }, + "12": { + "Dice": 0.7202046035805627, + "FN": 1485, + "FP": 1797, + "IoU": 0.5627498001598721, + "TN": 1043886, + "TP": 4224, + "n_pred": 6021, + "n_ref": 5709 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 267, + "IoU": 0.0, + "TN": 1051125, + "TP": 0, + "n_pred": 267, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 7318, + "IoU": 0.0, + "TN": 1044074, + "TP": 0, + "n_pred": 7318, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.14723409911606372, + "FN": 38406, + "FP": 87, + "IoU": 0.07946718959250047, + "TN": 1009576, + "TP": 3323, + "n_pred": 3410, + "n_ref": 41729 + }, + "3": { + "Dice": 0.17280135464070273, + "FN": 158, + "FP": 38923, + "IoU": 0.09457173968445196, + "TN": 1008229, + "TP": 4082, + "n_pred": 43005, + "n_ref": 4240 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 81, + "IoU": 0.0, + "TN": 1051311, + "TP": 0, + "n_pred": 81, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9193424125290239, + "FN": 53767, + "FP": 6850, + "IoU": 0.8507249874407746, + "TN": 645316, + "TP": 345459, + "n_pred": 352309, + "n_ref": 399226 + }, + "7": { + "Dice": 0.484567067405106, + "FN": 824, + "FP": 29702, + "IoU": 0.31975487465181057, + "TN": 1006517, + "TP": 14349, + "n_pred": 44051, + "n_ref": 15173 + }, + "8": { + "Dice": 0.9498489645885649, + "FN": 942, + "FP": 1814, + "IoU": 0.9044879570265119, + "TN": 1022537, + "TP": 26099, + "n_pred": 27913, + "n_ref": 27041 + }, + "9": { + "Dice": 0.8178463430885141, + "FN": 1591, + "FP": 5517, + "IoU": 0.6918274441794927, + "TN": 1028327, + "TP": 15957, + "n_pred": 21474, + "n_ref": 17548 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0362.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0362.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8063714414821509, + "FN": 715, + "FP": 999, + "IoU": 0.6755631270111679, + "TN": 695645, + "TP": 3569, + "n_pred": 4568, + "n_ref": 4284 + }, + "11": { + "Dice": 0.7497152619589977, + "FN": 877, + "FP": 881, + "IoU": 0.5996356183101799, + "TN": 696537, + "TP": 2633, + "n_pred": 3514, + "n_ref": 3510 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 499, + "IoU": 0.0, + "TN": 700429, + "TP": 0, + "n_pred": 499, + "n_ref": 0 + }, + "13": { + "Dice": 0.8889700066922188, + "FN": 1171, + "FP": 654, + "IoU": 0.8001314204358778, + "TN": 691797, + "TP": 7306, + "n_pred": 7960, + "n_ref": 8477 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9337229570388599, + "FN": 9821, + "FP": 3107, + "IoU": 0.8756851356809047, + "TN": 596934, + "TP": 91066, + "n_pred": 94173, + "n_ref": 100887 + }, + "3": { + "Dice": 0.9006426158950295, + "FN": 2726, + "FP": 13895, + "IoU": 0.8192446140963319, + "TN": 608975, + "TP": 75332, + "n_pred": 89227, + "n_ref": 78058 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 684, + "IoU": 0.0, + "TN": 700244, + "TP": 0, + "n_pred": 684, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9527451677931934, + "FN": 1053, + "FP": 2135, + "IoU": 0.909754854781181, + "TN": 665602, + "TP": 32138, + "n_pred": 34273, + "n_ref": 33191 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 18, + "IoU": 0.0, + "TN": 700910, + "TP": 0, + "n_pred": 18, + "n_ref": 0 + }, + "8": { + "Dice": 0.9303682833568122, + "FN": 195, + "FP": 497, + "IoU": 0.8698024459078081, + "TN": 695613, + "TP": 4623, + "n_pred": 5120, + "n_ref": 4818 + }, + "9": { + "Dice": 0.9494016584736085, + "FN": 1059, + "FP": 979, + "IoU": 0.90367709613385, + "TN": 679770, + "TP": 19120, + "n_pred": 20099, + "n_ref": 20179 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0383.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0383.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0387.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0387.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9527432448331307, + "FN": 4761, + "FP": 2469, + "IoU": 0.9097513481126424, + "TN": 620816, + "TP": 72882, + "n_pred": 75351, + "n_ref": 77643 + }, + "10": { + "Dice": 0.6371328334594483, + "FN": 4845, + "FP": 430, + "IoU": 0.46749444780940846, + "TN": 691022, + "TP": 4631, + "n_pred": 5061, + "n_ref": 9476 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 700923, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "13": { + "Dice": 0.7565217391304347, + "FN": 2423, + "FP": 1609, + "IoU": 0.6083916083916084, + "TN": 690632, + "TP": 6264, + "n_pred": 7873, + "n_ref": 8687 + }, + "14": { + "Dice": 0.4281714722030324, + "FN": 2063, + "FP": 13664, + "IoU": 0.2724034235484617, + "TN": 679313, + "TP": 5888, + "n_pred": 19552, + "n_ref": 7951 + }, + "15": { + "Dice": 0.7660310842461949, + "FN": 2035, + "FP": 27034, + "IoU": 0.6207863702776039, + "TN": 624272, + "TP": 47587, + "n_pred": 74621, + "n_ref": 49622 + }, + "2": { + "Dice": 0.9438249385388611, + "FN": 2350, + "FP": 4345, + "IoU": 0.8936254726874067, + "TN": 637990, + "TP": 56243, + "n_pred": 60588, + "n_ref": 58593 + }, + "3": { + "Dice": 0.9496255773283709, + "FN": 1650, + "FP": 3967, + "IoU": 0.9040829220812486, + "TN": 642367, + "TP": 52944, + "n_pred": 56911, + "n_ref": 54594 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8335832083958021, + "FN": 973, + "FP": 137, + "IoU": 0.7146529562982005, + "TN": 697038, + "TP": 2780, + "n_pred": 2917, + "n_ref": 3753 + }, + "7": { + "Dice": 0.9513957373155957, + "FN": 1057, + "FP": 3773, + "IoU": 0.9072972246746766, + "TN": 648826, + "TP": 47272, + "n_pred": 51045, + "n_ref": 48329 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9360031931878658, + "FN": 1561, + "FP": 363, + "IoU": 0.8797048893335001, + "TN": 684934, + "TP": 14070, + "n_pred": 14433, + "n_ref": 15631 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0390.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2963578/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0390.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": 0.5243873184178269, + "FN": 3170.2275555555557, + "FP": 2935.177777777778, + "IoU": 0.4460469463726605, + "TN": 683945.5946666667, + "TP": 10877.0, + "n_pred": 13812.177777777779, + "n_ref": 14047.227555555557 + }, + "mean": { + "1": { + "Dice": 0.6262651448053118, + "FN": 2147.666666666667, + "FP": 2522.153333333333, + "IoU": 0.5692562689152699, + "TN": 680588.0066666666, + "TP": 15670.173333333334, + "n_pred": 18192.326666666668, + "n_ref": 17817.84 + }, + "10": { + "Dice": 0.5421415171706714, + "FN": 3186.2866666666673, + "FP": 2081.54, + "IoU": 0.4356093128958987, + "TN": 690147.3800000001, + "TP": 5512.793333333333, + "n_pred": 7594.333333333333, + "n_ref": 8699.08 + }, + "11": { + "Dice": 0.3208765061017745, + "FN": 255.82000000000002, + "FP": 115.29333333333334, + "IoU": 0.23220332144027994, + "TN": 700277.2933333333, + "TP": 279.59333333333336, + "n_pred": 394.88666666666666, + "n_ref": 535.4133333333333 + }, + "12": { + "Dice": 0.33882177513383643, + "FN": 325.52666666666664, + "FP": 208.98000000000002, + "IoU": 0.24976556559428015, + "TN": 699990.5533333333, + "TP": 402.93999999999994, + "n_pred": 611.9200000000001, + "n_ref": 728.4666666666667 + }, + "13": { + "Dice": 0.42882784798916, + "FN": 3207.6133333333337, + "FP": 2018.5466666666664, + "IoU": 0.3272774322749873, + "TN": 691479.9933333334, + "TP": 4221.846666666666, + "n_pred": 6240.393333333334, + "n_ref": 7429.460000000001 + }, + "14": { + "Dice": 0.39974236700836113, + "FN": 5044.066666666667, + "FP": 4306.273333333333, + "IoU": 0.32767100021960965, + "TN": 684838.4333333333, + "TP": 6739.2266666666665, + "n_pred": 11045.5, + "n_ref": 11783.293333333333 + }, + "15": { + "Dice": 0.29609891736143384, + "FN": 1669.4866666666665, + "FP": 3019.5466666666666, + "IoU": 0.23040261313487448, + "TN": 693937.9933333334, + "TP": 2300.9733333333334, + "n_pred": 5320.5199999999995, + "n_ref": 3970.4600000000005 + }, + "2": { + "Dice": 0.5868168096118777, + "FN": 2023.64, + "FP": 2319.52, + "IoU": 0.5343682555979838, + "TN": 683838.6066666667, + "TP": 12746.233333333334, + "n_pred": 15065.753333333336, + "n_ref": 14769.873333333333 + }, + "3": { + "Dice": 0.5803955500544274, + "FN": 4888.586666666666, + "FP": 1923.1399999999999, + "IoU": 0.5230337741947892, + "TN": 680044.4799999999, + "TP": 14071.793333333331, + "n_pred": 15994.93333333333, + "n_ref": 18960.38 + }, + "4": { + "Dice": 0.3987407978307796, + "FN": 1519.4133333333334, + "FP": 869.82, + "IoU": 0.32658249988460364, + "TN": 695680.4933333334, + "TP": 2858.2733333333335, + "n_pred": 3728.0933333333332, + "n_ref": 4377.6866666666665 + }, + "5": { + "Dice": 0.4573355502287052, + "FN": 665.0066666666667, + "FP": 388.1466666666667, + "IoU": 0.3580147784184923, + "TN": 698652.4866666666, + "TP": 1222.3600000000001, + "n_pred": 1610.5066666666667, + "n_ref": 1887.3666666666668 + }, + "6": { + "Dice": 0.7756301453284663, + "FN": 12806.493333333332, + "FP": 15776.759999999998, + "IoU": 0.7004446549796998, + "TN": 618728.8600000001, + "TP": 53615.88666666667, + "n_pred": 69392.64666666665, + "n_ref": 66422.38 + }, + "7": { + "Dice": 0.5584481193702078, + "FN": 7680.553333333332, + "FP": 6322.22, + "IoU": 0.4815272385818893, + "TN": 661243.9666666667, + "TP": 25681.260000000002, + "n_pred": 32003.48, + "n_ref": 33361.81333333334 + }, + "8": { + "Dice": 0.851428772246491, + "FN": 824.9933333333332, + "FP": 804.3066666666666, + "IoU": 0.7856139181456003, + "TN": 688204.24, + "TP": 11094.460000000001, + "n_pred": 11898.766666666666, + "n_ref": 11919.453333333333 + }, + "9": { + "Dice": 0.7042399560258997, + "FN": 1308.26, + "FP": 1351.4199999999998, + "IoU": 0.6089335613116494, + "TN": 691531.1333333334, + "TP": 6737.1866666666665, + "n_pred": 8088.606666666667, + "n_ref": 8045.446666666666 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/loop_003/summary.json b/nnActive_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/loop_003/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..57417b194b88190e7a7d9040dae04d90f471a6aa --- /dev/null +++ b/nnActive_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/loop_003/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.7699557768107573, + "FN": 20351.97333333333, + "FP": 20458.77066666667, + "IoU": 0.6652559921958553, + "TN": 96249911.53866668, + "TP": 166238.55733333333, + "n_pred": 186697.328, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.9114962164015152, + "FN": 11194.74, + "FP": 15990.54, + "IoU": 0.8563368293358199, + "TN": 96246682.16, + "TP": 183093.4, + "n_pred": 199083.94, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.7220659823392742, + "FN": 19525.24, + "FP": 17341.64, + "IoU": 0.5889150783998038, + "TN": 96365396.64, + "TP": 54697.32, + "n_pred": 72038.96, + "n_ref": 74222.56 + }, + "11": { + "Dice": 0.6685518438846414, + "FN": 1244.48, + "FP": 909.64, + "IoU": 0.5188453459208858, + "TN": 96452350.82, + "TP": 2455.9, + "n_pred": 3365.54, + "n_ref": 3700.38 + }, + "12": { + "Dice": 0.6433884311163294, + "FN": 1746.58, + "FP": 830.94, + "IoU": 0.4892035263269811, + "TN": 96451893.24, + "TP": 2490.08, + "n_pred": 3321.02, + "n_ref": 4236.66 + }, + "13": { + "Dice": 0.6181518719739221, + "FN": 22056.22, + "FP": 18721.26, + "IoU": 0.4696009806897997, + "TN": 96380381.44, + "TP": 35801.92, + "n_pred": 54523.18, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.7240360356867257, + "FN": 40040.42, + "FP": 23549.14, + "IoU": 0.6179650273348096, + "TN": 96295053.56, + "TP": 98317.72, + "n_pred": 121866.86, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.563605661475019, + "FN": 18913.68, + "FP": 18001.28, + "IoU": 0.4358766803836543, + "TN": 96384912.52, + "TP": 35133.36, + "n_pred": 53134.64, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.9005857335030681, + "FN": 20609.82, + "FP": 8937.78, + "IoU": 0.8295969583611743, + "TN": 96291181.36, + "TP": 136231.88, + "n_pred": 145169.66, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.903633157106753, + "FN": 8884.24, + "FP": 26543.2, + "IoU": 0.831406057506257, + "TN": 96267015.06, + "TP": 154518.34, + "n_pred": 181061.54, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.6609818327813679, + "FN": 6244.6, + "FP": 6493.86, + "IoU": 0.5635222327612595, + "TN": 96423889.48, + "TP": 20332.9, + "n_pred": 26826.76, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.7154958294133624, + "FN": 7051.9, + "FP": 2586.52, + "IoU": 0.573327704111273, + "TN": 96437222.16, + "TP": 10100.26, + "n_pred": 12686.78, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.9517947022149496, + "FN": 68422.48, + "FP": 66010.0, + "IoU": 0.9098486475808916, + "TN": 95031727.22, + "TP": 1290801.14, + "n_pred": 1356811.14, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.77252358958866, + "FN": 60191.1, + "FP": 80822.88, + "IoU": 0.6595799628044396, + "TN": 96037213.3, + "TP": 278733.56, + "n_pred": 359556.44, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.924593325553403, + "FN": 9613.2, + "FP": 10379.72, + "IoU": 0.8616728787623377, + "TN": 96314211.94, + "TP": 122755.98, + "n_pred": 133135.7, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.868432439122367, + "FN": 9540.9, + "FP": 9763.16, + "IoU": 0.773141972658443, + "TN": 96369542.18, + "TP": 68114.6, + "n_pred": 77877.76, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9338207368021268, + "FN": 4175, + "FP": 8371, + "IoU": 0.8758571555793035, + "TN": 119492259, + "TP": 88515, + "n_pred": 96886, + "n_ref": 92690 + }, + "10": { + "Dice": 0.7562735995047972, + "FN": 14247, + "FP": 25127, + "IoU": 0.6080707133045331, + "TN": 119492858, + "TP": 61088, + "n_pred": 86215, + "n_ref": 75335 + }, + "11": { + "Dice": 0.7209914794732766, + "FN": 1219, + "FP": 582, + "IoU": 0.5637112403100775, + "TN": 119589192, + "TP": 2327, + "n_pred": 2909, + "n_ref": 3546 + }, + "12": { + "Dice": 0.7069179982776768, + "FN": 771, + "FP": 2292, + "IoU": 0.5466923190765133, + "TN": 119586563, + "TP": 3694, + "n_pred": 5986, + "n_ref": 4465 + }, + "13": { + "Dice": 0.5674328169177392, + "FN": 20947, + "FP": 27552, + "IoU": 0.3960950827429055, + "TN": 119513011, + "TP": 31810, + "n_pred": 59362, + "n_ref": 52757 + }, + "14": { + "Dice": 0.32910479408828175, + "FN": 198206, + "FP": 2709, + "IoU": 0.19696315659048577, + "TN": 119343126, + "TP": 49279, + "n_pred": 51988, + "n_ref": 247485 + }, + "15": { + "Dice": 0.0009507176885159503, + "FN": 32771, + "FP": 160583, + "IoU": 0.0004755849177548256, + "TN": 119399874, + "TP": 92, + "n_pred": 160675, + "n_ref": 32863 + }, + "2": { + "Dice": 0.9545600941005139, + "FN": 4462, + "FP": 8518, + "IoU": 0.9130702670845723, + "TN": 119444004, + "TP": 136336, + "n_pred": 144854, + "n_ref": 140798 + }, + "3": { + "Dice": 0.9404909160633295, + "FN": 7287, + "FP": 13352, + "IoU": 0.8876666848092309, + "TN": 119409590, + "TP": 163091, + "n_pred": 176443, + "n_ref": 170378 + }, + "4": { + "Dice": 0.7904850797485382, + "FN": 20114, + "FP": 10414, + "IoU": 0.6535554597244604, + "TN": 119505202, + "TP": 57590, + "n_pred": 68004, + "n_ref": 77704 + }, + "5": { + "Dice": 0.11896855557020751, + "FN": 59302, + "FP": 14191, + "IoU": 0.0632464470078389, + "TN": 119514865, + "TP": 4962, + "n_pred": 19153, + "n_ref": 64264 + }, + "6": { + "Dice": 0.9504375768896862, + "FN": 26948, + "FP": 93510, + "IoU": 0.9055560259799724, + "TN": 118317876, + "TP": 1154986, + "n_pred": 1248496, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 176566, + "IoU": 0.0, + "TN": 119416754, + "TP": 0, + "n_pred": 176566, + "n_ref": 0 + }, + "8": { + "Dice": 0.9110409513708005, + "FN": 29252, + "FP": 20987, + "IoU": 0.8366163562510772, + "TN": 119285829, + "TP": 257252, + "n_pred": 278239, + "n_ref": 286504 + }, + "9": { + "Dice": 0.8552112051647941, + "FN": 14804, + "FP": 6098, + "IoU": 0.7470471488043373, + "TN": 119510688, + "TP": 61730, + "n_pred": 67828, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9562802978070668, + "FN": 9642, + "FP": 6718, + "IoU": 0.916223288491968, + "TN": 72630379, + "TP": 178921, + "n_pred": 185639, + "n_ref": 188563 + }, + "10": { + "Dice": 0.7137396928916033, + "FN": 15044, + "FP": 27796, + "IoU": 0.5548952175132731, + "TN": 72729413, + "TP": 53407, + "n_pred": 81203, + "n_ref": 68451 + }, + "11": { + "Dice": 0.613327582488678, + "FN": 825, + "FP": 968, + "IoU": 0.4423017107309487, + "TN": 72822445, + "TP": 1422, + "n_pred": 2390, + "n_ref": 2247 + }, + "12": { + "Dice": 0.6333446289393426, + "FN": 1005, + "FP": 1159, + "IoU": 0.4634267294817754, + "TN": 72821627, + "TP": 1869, + "n_pred": 3028, + "n_ref": 2874 + }, + "13": { + "Dice": 0.6777180229694857, + "FN": 15780, + "FP": 16940, + "IoU": 0.5125366863817171, + "TN": 72758537, + "TP": 34403, + "n_pred": 51343, + "n_ref": 50183 + }, + "14": { + "Dice": 0.8631040500692062, + "FN": 5177, + "FP": 17571, + "IoU": 0.7591759387670841, + "TN": 72731201, + "TP": 71711, + "n_pred": 89282, + "n_ref": 76888 + }, + "15": { + "Dice": 0.6877715428634924, + "FN": 11533, + "FP": 16566, + "IoU": 0.5241248496960049, + "TN": 72766613, + "TP": 30948, + "n_pred": 47514, + "n_ref": 42481 + }, + "2": { + "Dice": 0.9541552795491072, + "FN": 7012, + "FP": 5368, + "IoU": 0.9123297760089512, + "TN": 72684449, + "TP": 128831, + "n_pred": 134199, + "n_ref": 135843 + }, + "3": { + "Dice": 0.9577226452687028, + "FN": 4332, + "FP": 6511, + "IoU": 0.9188750392793548, + "TN": 72692002, + "TP": 122815, + "n_pred": 129326, + "n_ref": 127147 + }, + "4": { + "Dice": 0.8191907474418685, + "FN": 3353, + "FP": 7090, + "IoU": 0.6937536656891495, + "TN": 72791560, + "TP": 23657, + "n_pred": 30747, + "n_ref": 27010 + }, + "5": { + "Dice": 0.7608327117379806, + "FN": 3029, + "FP": 498, + "IoU": 0.6139870854766335, + "TN": 72816523, + "TP": 5610, + "n_pred": 6108, + "n_ref": 8639 + }, + "6": { + "Dice": 0.9547032832867643, + "FN": 57518, + "FP": 51633, + "IoU": 0.9133323275793619, + "TN": 71566240, + "TP": 1150269, + "n_pred": 1201902, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.8887577257434842, + "FN": 28073, + "FP": 24699, + "IoU": 0.7997875407845816, + "TN": 72562080, + "TP": 210808, + "n_pred": 235507, + "n_ref": 238881 + }, + "8": { + "Dice": 0.9070803229919252, + "FN": 4835, + "FP": 6097, + "IoU": 0.8299606476800796, + "TN": 72761369, + "TP": 53359, + "n_pred": 59456, + "n_ref": 58194 + }, + "9": { + "Dice": 0.8519591278461662, + "FN": 14451, + "FP": 7629, + "IoU": 0.7420982549583012, + "TN": 72740046, + "TP": 63534, + "n_pred": 71163, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.963659467309356, + "FN": 10538, + "FP": 8280, + "IoU": 0.9298675839759094, + "TN": 71541167, + "TP": 249503, + "n_pred": 257783, + "n_ref": 260041 + }, + "10": { + "Dice": 0.8200172833686856, + "FN": 20652, + "FP": 11422, + "IoU": 0.6949400798934754, + "TN": 71704348, + "TP": 73066, + "n_pred": 84488, + "n_ref": 93718 + }, + "11": { + "Dice": 0.6323155216284987, + "FN": 1381, + "FP": 931, + "IoU": 0.46232558139534885, + "TN": 71805188, + "TP": 1988, + "n_pred": 2919, + "n_ref": 3369 + }, + "12": { + "Dice": 0.6196508045190003, + "FN": 2889, + "FP": 1555, + "IoU": 0.4489087301587302, + "TN": 71801424, + "TP": 3620, + "n_pred": 5175, + "n_ref": 6509 + }, + "13": { + "Dice": 0.7349881501808656, + "FN": 19708, + "FP": 12161, + "IoU": 0.5810128579316873, + "TN": 71733426, + "TP": 44193, + "n_pred": 56354, + "n_ref": 63901 + }, + "14": { + "Dice": 0.7616554840508878, + "FN": 199894, + "FP": 1806, + "IoU": 0.6150594396318922, + "TN": 71285511, + "TP": 322277, + "n_pred": 324083, + "n_ref": 522171 + }, + "15": { + "Dice": 0.6924313566233601, + "FN": 77507, + "FP": 14134, + "IoU": 0.5295564100063143, + "TN": 71614691, + "TP": 103156, + "n_pred": 117290, + "n_ref": 180663 + }, + "2": { + "Dice": 0.9433773681797972, + "FN": 10014, + "FP": 6415, + "IoU": 0.8928233597975067, + "TN": 71656199, + "TP": 136860, + "n_pred": 143275, + "n_ref": 146874 + }, + "3": { + "Dice": 0.9352331537425949, + "FN": 8892, + "FP": 15499, + "IoU": 0.8783454866479795, + "TN": 71608994, + "TP": 176103, + "n_pred": 191602, + "n_ref": 184995 + }, + "4": { + "Dice": 0.7107025754560995, + "FN": 1295, + "FP": 9028, + "IoU": 0.5512324479415729, + "TN": 71786485, + "TP": 12680, + "n_pred": 21708, + "n_ref": 13975 + }, + "5": { + "Dice": 0.813383988648327, + "FN": 1458, + "FP": 2619, + "IoU": 0.6854652059867304, + "TN": 71796526, + "TP": 8885, + "n_pred": 11504, + "n_ref": 10343 + }, + "6": { + "Dice": 0.9683072425685927, + "FN": 46135, + "FP": 32552, + "IoU": 0.9385616362950684, + "TN": 70528741, + "TP": 1202060, + "n_pred": 1234612, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.8975735936148495, + "FN": 16185, + "FP": 33787, + "IoU": 0.8141800562978058, + "TN": 71540561, + "TP": 218955, + "n_pred": 252742, + "n_ref": 235140 + }, + "8": { + "Dice": 0.9313733524120499, + "FN": 7358, + "FP": 3529, + "IoU": 0.8715610400641782, + "TN": 71724724, + "TP": 73877, + "n_pred": 77406, + "n_ref": 81235 + }, + "9": { + "Dice": 0.8665856678894367, + "FN": 13978, + "FP": 8862, + "IoU": 0.7645797687027149, + "TN": 71712470, + "TP": 74178, + "n_pred": 83040, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9665191969427649, + "FN": 5667, + "FP": 8780, + "IoU": 0.9352076923766897, + "TN": 135222536, + "TP": 208527, + "n_pred": 217307, + "n_ref": 214194 + }, + "10": { + "Dice": 0.8126736814894454, + "FN": 15972, + "FP": 15913, + "IoU": 0.6844568917742063, + "TN": 135344462, + "TP": 69163, + "n_pred": 85076, + "n_ref": 85135 + }, + "11": { + "Dice": 0.6595927731574419, + "FN": 1247, + "FP": 1127, + "IoU": 0.49208386820710315, + "TN": 135440836, + "TP": 2300, + "n_pred": 3427, + "n_ref": 3547 + }, + "12": { + "Dice": 0.4877183406113537, + "FN": 3721, + "FP": 33, + "IoU": 0.322504963003068, + "TN": 135439969, + "TP": 1787, + "n_pred": 1820, + "n_ref": 5508 + }, + "13": { + "Dice": 0.7299972655181843, + "FN": 7203, + "FP": 17482, + "IoU": 0.574799758849367, + "TN": 135387455, + "TP": 33370, + "n_pred": 50852, + "n_ref": 40573 + }, + "14": { + "Dice": 0.891303313185431, + "FN": 11923, + "FP": 20051, + "IoU": 0.8039198851998577, + "TN": 135282444, + "TP": 131092, + "n_pred": 151143, + "n_ref": 143015 + }, + "15": { + "Dice": 0.6043311643219053, + "FN": 27802, + "FP": 2966, + "IoU": 0.4330046991615222, + "TN": 135391245, + "TP": 23497, + "n_pred": 26463, + "n_ref": 51299 + }, + "2": { + "Dice": 0.9161047822236534, + "FN": 27476, + "FP": 5870, + "IoU": 0.8451968116466815, + "TN": 135230101, + "TP": 182063, + "n_pred": 187933, + "n_ref": 209539 + }, + "3": { + "Dice": 0.9126144256181132, + "FN": 19848, + "FP": 19797, + "IoU": 0.839273986264605, + "TN": 135198848, + "TP": 207017, + "n_pred": 226814, + "n_ref": 226865 + }, + "4": { + "Dice": 0.8585839575413107, + "FN": 2626, + "FP": 8645, + "IoU": 0.7522094710460362, + "TN": 135400024, + "TP": 34215, + "n_pred": 42860, + "n_ref": 36841 + }, + "5": { + "Dice": 0.5701775831796058, + "FN": 15217, + "FP": 4122, + "IoU": 0.3987751041472362, + "TN": 135413344, + "TP": 12827, + "n_pred": 16949, + "n_ref": 28044 + }, + "6": { + "Dice": 0.9612901024397119, + "FN": 42472, + "FP": 87991, + "IoU": 0.9254654304320975, + "TN": 133695141, + "TP": 1619906, + "n_pred": 1707897, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.6086773552500248, + "FN": 29744, + "FP": 187849, + "IoU": 0.4374810958096681, + "TN": 135058691, + "TP": 169226, + "n_pred": 357075, + "n_ref": 198970 + }, + "8": { + "Dice": 0.9063641185619375, + "FN": 37585, + "FP": 14492, + "IoU": 0.8287622360836641, + "TN": 135141389, + "TP": 252044, + "n_pred": 266536, + "n_ref": 289629 + }, + "9": { + "Dice": 0.8628663300099271, + "FN": 18067, + "FP": 7351, + "IoU": 0.7588081795321915, + "TN": 135340125, + "TP": 79967, + "n_pred": 87318, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9304122020766372, + "FN": 15080, + "FP": 20990, + "IoU": 0.8698792225220415, + "TN": 105476801, + "TP": 241134, + "n_pred": 262124, + "n_ref": 256214 + }, + "10": { + "Dice": 0.3494683806912903, + "FN": 36902, + "FP": 50897, + "IoU": 0.21173080030884703, + "TN": 105642623, + "TP": 23583, + "n_pred": 74480, + "n_ref": 60485 + }, + "11": { + "Dice": 0.6994828576900977, + "FN": 643, + "FP": 926, + "IoU": 0.5378497790868925, + "TN": 105750610, + "TP": 1826, + "n_pred": 2752, + "n_ref": 2469 + }, + "12": { + "Dice": 0.5757097791798107, + "FN": 1849, + "FP": 1917, + "IoU": 0.40420819490586934, + "TN": 105747684, + "TP": 2555, + "n_pred": 4472, + "n_ref": 4404 + }, + "13": { + "Dice": 0.5790097068873974, + "FN": 38372, + "FP": 23474, + "IoU": 0.4074691499961677, + "TN": 105649629, + "TP": 42530, + "n_pred": 66004, + "n_ref": 80902 + }, + "14": { + "Dice": 0.9047577920044911, + "FN": 29291, + "FP": 5997, + "IoU": 0.8260800993602697, + "TN": 105551107, + "TP": 167610, + "n_pred": 173607, + "n_ref": 196901 + }, + "15": { + "Dice": 0.7077519379844961, + "FN": 11498, + "FP": 2074, + "IoU": 0.5476904619076185, + "TN": 105723999, + "TP": 16434, + "n_pred": 18508, + "n_ref": 27932 + }, + "2": { + "Dice": 0.9324467685759146, + "FN": 10062, + "FP": 10633, + "IoU": 0.8734428795949194, + "TN": 105590482, + "TP": 142828, + "n_pred": 153461, + "n_ref": 152890 + }, + "3": { + "Dice": 0.8185790075938832, + "FN": 6211, + "FP": 67037, + "IoU": 0.6928766399577353, + "TN": 105515508, + "TP": 165249, + "n_pred": 232286, + "n_ref": 171460 + }, + "4": { + "Dice": 0.5161409491332765, + "FN": 22691, + "FP": 11363, + "IoU": 0.34783691135070954, + "TN": 105701788, + "TP": 18163, + "n_pred": 29526, + "n_ref": 40854 + }, + "5": { + "Dice": 0.7538035961272476, + "FN": 3100, + "FP": 2952, + "IoU": 0.6048834628190899, + "TN": 105738688, + "TP": 9265, + "n_pred": 12217, + "n_ref": 12365 + }, + "6": { + "Dice": 0.9584943342729829, + "FN": 72824, + "FP": 53948, + "IoU": 0.9202968028060716, + "TN": 104163454, + "TP": 1463779, + "n_pred": 1517727, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.8044079099873397, + "FN": 20266, + "FP": 100393, + "IoU": 0.6728113348247576, + "TN": 105385230, + "TP": 248116, + "n_pred": 348509, + "n_ref": 268382 + }, + "8": { + "Dice": 0.8652955799553861, + "FN": 3911, + "FP": 22478, + "IoU": 0.7625735519047019, + "TN": 105642859, + "TP": 84757, + "n_pred": 107235, + "n_ref": 88668 + }, + "9": { + "Dice": 0.8229520624006703, + "FN": 12928, + "FP": 13697, + "IoU": 0.6991661393835307, + "TN": 105665501, + "TP": 61879, + "n_pred": 75576, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9653919735597758, + "FN": 8767, + "FP": 8762, + "IoU": 0.9330992500429365, + "TN": 96875865, + "TP": 244486, + "n_pred": 253248, + "n_ref": 253253 + }, + "10": { + "Dice": 0.829005022532738, + "FN": 12962, + "FP": 28131, + "IoU": 0.7079492555346292, + "TN": 96997175, + "TP": 99612, + "n_pred": 127743, + "n_ref": 112574 + }, + "11": { + "Dice": 0.6790697674418604, + "FN": 933, + "FP": 1551, + "IoU": 0.5140845070422535, + "TN": 97132768, + "TP": 2628, + "n_pred": 4179, + "n_ref": 3561 + }, + "12": { + "Dice": 0.7634319033735943, + "FN": 852, + "FP": 1420, + "IoU": 0.6173795890872348, + "TN": 97131942, + "TP": 3666, + "n_pred": 5086, + "n_ref": 4518 + }, + "13": { + "Dice": 0.7361997120271572, + "FN": 11294, + "FP": 16371, + "IoU": 0.5825285205529064, + "TN": 97071612, + "TP": 38603, + "n_pred": 54974, + "n_ref": 49897 + }, + "14": { + "Dice": 0.8961036866173612, + "FN": 42251, + "FP": 9277, + "IoU": 0.8117643620635488, + "TN": 96864138, + "TP": 222214, + "n_pred": 231491, + "n_ref": 264465 + }, + "15": { + "Dice": 0.5739254953987407, + "FN": 8745, + "FP": 11488, + "IoU": 0.40245126993502656, + "TN": 97104020, + "TP": 13627, + "n_pred": 25115, + "n_ref": 22372 + }, + "2": { + "Dice": 0.9398103821871558, + "FN": 7453, + "FP": 9269, + "IoU": 0.8864549948394806, + "TN": 96990608, + "TP": 130550, + "n_pred": 139819, + "n_ref": 138003 + }, + "3": { + "Dice": 0.940437228370237, + "FN": 7749, + "FP": 11342, + "IoU": 0.8875710373663909, + "TN": 96968075, + "TP": 150714, + "n_pred": 162056, + "n_ref": 158463 + }, + "4": { + "Dice": 0.902249753241891, + "FN": 987, + "FP": 4757, + "IoU": 0.8219080395622113, + "TN": 97105627, + "TP": 26509, + "n_pred": 31266, + "n_ref": 27496 + }, + "5": { + "Dice": 0.8222297988407774, + "FN": 2575, + "FP": 2639, + "IoU": 0.6981241315423807, + "TN": 97120608, + "TP": 12058, + "n_pred": 14697, + "n_ref": 14633 + }, + "6": { + "Dice": 0.9725415608335038, + "FN": 46123, + "FP": 35993, + "IoU": 0.9465507545224482, + "TN": 95601544, + "TP": 1454220, + "n_pred": 1490213, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.9224835619011835, + "FN": 8731, + "FP": 32531, + "IoU": 0.8561201753254225, + "TN": 96851099, + "TP": 245519, + "n_pred": 278050, + "n_ref": 254250 + }, + "8": { + "Dice": 0.9267774589356681, + "FN": 8074, + "FP": 10885, + "IoU": 0.8635463973916986, + "TN": 96998939, + "TP": 119982, + "n_pred": 130867, + "n_ref": 128056 + }, + "9": { + "Dice": 0.8201611520658323, + "FN": 6388, + "FP": 20886, + "IoU": 0.6951467596628887, + "TN": 97048414, + "TP": 62192, + "n_pred": 83078, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9558728955165199, + "FN": 3323, + "FP": 12390, + "IoU": 0.9154756077224729, + "TN": 130580893, + "TP": 170186, + "n_pred": 182576, + "n_ref": 173509 + }, + "10": { + "Dice": 0.7452084700199151, + "FN": 13074, + "FP": 30809, + "IoU": 0.5938902616211814, + "TN": 130658735, + "TP": 64174, + "n_pred": 94983, + "n_ref": 77248 + }, + "11": { + "Dice": 0.7409653778114733, + "FN": 1117, + "FP": 933, + "IoU": 0.5885186672019269, + "TN": 130761810, + "TP": 2932, + "n_pred": 3865, + "n_ref": 4049 + }, + "12": { + "Dice": 0.6559063497694217, + "FN": 1479, + "FP": 461, + "IoU": 0.48799155449986803, + "TN": 130763003, + "TP": 1849, + "n_pred": 2310, + "n_ref": 3328 + }, + "13": { + "Dice": 0.5908915864378401, + "FN": 26076, + "FP": 22792, + "IoU": 0.4193372069535047, + "TN": 130682633, + "TP": 35291, + "n_pred": 58083, + "n_ref": 61367 + }, + "14": { + "Dice": 0.942412622365827, + "FN": 7176, + "FP": 11431, + "IoU": 0.8910967001837783, + "TN": 130595934, + "TP": 152251, + "n_pred": 163682, + "n_ref": 159427 + }, + "15": { + "Dice": 0.446194865544298, + "FN": 14147, + "FP": 22202, + "IoU": 0.28716269218700974, + "TN": 130715800, + "TP": 14643, + "n_pred": 36845, + "n_ref": 28790 + }, + "2": { + "Dice": 0.9125902672734062, + "FN": 22139, + "FP": 5483, + "IoU": 0.8392331241924407, + "TN": 130594978, + "TP": 144192, + "n_pred": 149675, + "n_ref": 166331 + }, + "3": { + "Dice": 0.9172487848342749, + "FN": 5460, + "FP": 23516, + "IoU": 0.8471463915132909, + "TN": 130577225, + "TP": 160591, + "n_pred": 184107, + "n_ref": 166051 + }, + "4": { + "Dice": 0.7309667846136286, + "FN": 10724, + "FP": 3418, + "IoU": 0.5760028782155063, + "TN": 130733438, + "TP": 19212, + "n_pred": 22630, + "n_ref": 29936 + }, + "5": { + "Dice": 0.697158269290136, + "FN": 9855, + "FP": 8784, + "IoU": 0.5351058788317162, + "TN": 130726699, + "TP": 21454, + "n_pred": 30238, + "n_ref": 31309 + }, + "6": { + "Dice": 0.9617987709490611, + "FN": 33685, + "FP": 69855, + "IoU": 0.9264088155899022, + "TN": 129359830, + "TP": 1303422, + "n_pred": 1373277, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.8356022966042952, + "FN": 21822, + "FP": 144909, + "IoU": 0.7176261977908824, + "TN": 130176330, + "TP": 423731, + "n_pred": 568640, + "n_ref": 445553 + }, + "8": { + "Dice": 0.8963226912847475, + "FN": 12006, + "FP": 38475, + "IoU": 0.8121238737146111, + "TN": 130498099, + "TP": 218212, + "n_pred": 256687, + "n_ref": 230218 + }, + "9": { + "Dice": 0.8859945393871979, + "FN": 14413, + "FP": 8135, + "IoU": 0.7953233361170619, + "TN": 130656628, + "TP": 87616, + "n_pred": 95751, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8722112712850595, + "FN": 17213, + "FP": 36595, + "IoU": 0.773381794903112, + "TN": 71998569, + "TP": 183631, + "n_pred": 220226, + "n_ref": 200844 + }, + "10": { + "Dice": 0.5090044742729306, + "FN": 35360, + "FP": 17314, + "IoU": 0.3413856483739075, + "TN": 72156031, + "TP": 27303, + "n_pred": 44617, + "n_ref": 62663 + }, + "11": { + "Dice": 0.5688591983556013, + "FN": 1580, + "FP": 98, + "IoU": 0.3974865350089767, + "TN": 72233223, + "TP": 1107, + "n_pred": 1205, + "n_ref": 2687 + }, + "12": { + "Dice": 0.633916349809886, + "FN": 1987, + "FP": 420, + "IoU": 0.4640391894900913, + "TN": 72231517, + "TP": 2084, + "n_pred": 2504, + "n_ref": 4071 + }, + "13": { + "Dice": 0.5599431818181818, + "FN": 34960, + "FP": 20804, + "IoU": 0.38883408956401655, + "TN": 72144766, + "TP": 35478, + "n_pred": 56282, + "n_ref": 70438 + }, + "14": { + "Dice": 0.24460823677870827, + "FN": 39729, + "FP": 170983, + "IoU": 0.13934680673779143, + "TN": 71991180, + "TP": 34116, + "n_pred": 205099, + "n_ref": 73845 + }, + "15": { + "Dice": 0.4695000548701146, + "FN": 13342, + "FP": 20497, + "IoU": 0.30676254276524695, + "TN": 72187195, + "TP": 14974, + "n_pred": 35471, + "n_ref": 28316 + }, + "2": { + "Dice": 0.727306794269407, + "FN": 51602, + "FP": 5158, + "IoU": 0.5714706348667075, + "TN": 72103555, + "TP": 75693, + "n_pred": 80851, + "n_ref": 127295 + }, + "3": { + "Dice": 0.8112577628058056, + "FN": 6654, + "FP": 68536, + "IoU": 0.6824505241107854, + "TN": 71999226, + "TP": 161592, + "n_pred": 230128, + "n_ref": 168246 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 6519, + "IoU": 0.0, + "TN": 72229489, + "TP": 0, + "n_pred": 6519, + "n_ref": 0 + }, + "5": { + "Dice": 0.8271682340647858, + "FN": 311, + "FP": 2997, + "IoU": 0.7052744119743407, + "TN": 72224784, + "TP": 7916, + "n_pred": 10913, + "n_ref": 8227 + }, + "6": { + "Dice": 0.8694631931275189, + "FN": 175306, + "FP": 226002, + "IoU": 0.7690711066124448, + "TN": 70498209, + "TP": 1336491, + "n_pred": 1562493, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.5905273183825439, + "FN": 73281, + "FP": 295581, + "IoU": 0.41897038948273746, + "TN": 71601166, + "TP": 265980, + "n_pred": 561561, + "n_ref": 339261 + }, + "8": { + "Dice": 0.9271633393963048, + "FN": 4626, + "FP": 5265, + "IoU": 0.8642166822250288, + "TN": 72163164, + "TP": 62953, + "n_pred": 68218, + "n_ref": 67579 + }, + "9": { + "Dice": 0.6510191330590496, + "FN": 22008, + "FP": 7595, + "IoU": 0.48260071659529846, + "TN": 72178793, + "TP": 27612, + "n_pred": 35207, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8223903985617279, + "FN": 21292, + "FP": 7950, + "IoU": 0.6983557178519114, + "TN": 52456178, + "TP": 67700, + "n_pred": 75650, + "n_ref": 88992 + }, + "10": { + "Dice": 0.193945613134941, + "FN": 41892, + "FP": 2096, + "IoU": 0.10738636363636364, + "TN": 52503840, + "TP": 5292, + "n_pred": 7388, + "n_ref": 47184 + }, + "11": { + "Dice": 0.0, + "FN": 2042, + "FP": 0, + "IoU": 0.0, + "TN": 52551078, + "TP": 0, + "n_pred": 0, + "n_ref": 2042 + }, + "12": { + "Dice": 0.30097841279701815, + "FN": 3097, + "FP": 1404, + "IoU": 0.17714808043875685, + "TN": 52547650, + "TP": 969, + "n_pred": 2373, + "n_ref": 4066 + }, + "13": { + "Dice": 0.43755692167577415, + "FN": 13928, + "FP": 5834, + "IoU": 0.28004663193558965, + "TN": 52525671, + "TP": 7687, + "n_pred": 13521, + "n_ref": 21615 + }, + "14": { + "Dice": 0.3675046845721424, + "FN": 41716, + "FP": 6890, + "IoU": 0.2251183700798699, + "TN": 52490393, + "TP": 14121, + "n_pred": 21011, + "n_ref": 55837 + }, + "15": { + "Dice": 0.061889073433713616, + "FN": 22996, + "FP": 45912, + "IoU": 0.03193267866425029, + "TN": 52481939, + "TP": 2273, + "n_pred": 48185, + "n_ref": 25269 + }, + "2": { + "Dice": 0.6579347812925074, + "FN": 53574, + "FP": 31173, + "IoU": 0.4902405428002575, + "TN": 52386871, + "TP": 81502, + "n_pred": 112675, + "n_ref": 135076 + }, + "3": { + "Dice": 0.7472310582681652, + "FN": 32922, + "FP": 41614, + "IoU": 0.5964635882776506, + "TN": 52368413, + "TP": 110171, + "n_pred": 151785, + "n_ref": 143093 + }, + "4": { + "Dice": 0.0, + "FN": 1880, + "FP": 13, + "IoU": 0.0, + "TN": 52551227, + "TP": 0, + "n_pred": 13, + "n_ref": 1880 + }, + "5": { + "Dice": 0.7226436250906932, + "FN": 804, + "FP": 3401, + "IoU": 0.5657337601982857, + "TN": 52543437, + "TP": 5478, + "n_pred": 8879, + "n_ref": 6282 + }, + "6": { + "Dice": 0.8985636651938975, + "FN": 101592, + "FP": 49955, + "IoU": 0.8158108070332374, + "TN": 51730341, + "TP": 671232, + "n_pred": 721187, + "n_ref": 772824 + }, + "7": { + "Dice": 0.5008123083544032, + "FN": 123242, + "FP": 15949, + "IoU": 0.3340557764349586, + "TN": 52344107, + "TP": 69822, + "n_pred": 85771, + "n_ref": 193064 + }, + "8": { + "Dice": 0.8581470848649084, + "FN": 11556, + "FP": 4305, + "IoU": 0.7515390760844025, + "TN": 52489283, + "TP": 47976, + "n_pred": 52281, + "n_ref": 59532 + }, + "9": { + "Dice": 0.8436692336958661, + "FN": 13783, + "FP": 10049, + "IoU": 0.7296089131939323, + "TN": 52464981, + "TP": 64307, + "n_pred": 74356, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9618394278404067, + "FN": 12656, + "FP": 9567, + "IoU": 0.9264842584414252, + "TN": 143834961, + "TP": 280066, + "n_pred": 289633, + "n_ref": 292722 + }, + "10": { + "Dice": 0.7039749074597262, + "FN": 37231, + "FP": 14111, + "IoU": 0.5431799982204822, + "TN": 144024860, + "TP": 61048, + "n_pred": 75159, + "n_ref": 98279 + }, + "11": { + "Dice": 0.650514618817743, + "FN": 3048, + "FP": 789, + "IoU": 0.4820464362850972, + "TN": 144129842, + "TP": 3571, + "n_pred": 4360, + "n_ref": 6619 + }, + "12": { + "Dice": 0.5868512110726644, + "FN": 3102, + "FP": 480, + "IoU": 0.4152791380999021, + "TN": 144131124, + "TP": 2544, + "n_pred": 3024, + "n_ref": 5646 + }, + "13": { + "Dice": 0.8020887676070468, + "FN": 24352, + "FP": 15102, + "IoU": 0.6695727913034011, + "TN": 144017847, + "TP": 79949, + "n_pred": 95051, + "n_ref": 104301 + }, + "14": { + "Dice": 0.9298505863321288, + "FN": 49979, + "FP": 4356, + "IoU": 0.8688979075782728, + "TN": 143722802, + "TP": 360113, + "n_pred": 364469, + "n_ref": 410092 + }, + "15": { + "Dice": 0.49762054928043115, + "FN": 5308, + "FP": 29740, + "IoU": 0.33122161584551385, + "TN": 144084844, + "TP": 17358, + "n_pred": 47098, + "n_ref": 22666 + }, + "2": { + "Dice": 0.9613994821306004, + "FN": 5672, + "FP": 4957, + "IoU": 0.9256682098549589, + "TN": 143994256, + "TP": 132365, + "n_pred": 137322, + "n_ref": 138037 + }, + "3": { + "Dice": 0.9616418934238736, + "FN": 6666, + "FP": 6699, + "IoU": 0.9261177693260216, + "TN": 143956354, + "TP": 167531, + "n_pred": 174230, + "n_ref": 174197 + }, + "4": { + "Dice": 0.9180674430569197, + "FN": 2097, + "FP": 6662, + "IoU": 0.848544058652649, + "TN": 144079418, + "TP": 49073, + "n_pred": 55735, + "n_ref": 51170 + }, + "5": { + "Dice": 0.7500445585142409, + "FN": 11091, + "FP": 2933, + "IoU": 0.6000570369314131, + "TN": 144102185, + "TP": 21041, + "n_pred": 23974, + "n_ref": 32132 + }, + "6": { + "Dice": 0.9532168397622105, + "FN": 35331, + "FP": 94558, + "IoU": 0.9106153747693798, + "TN": 142684103, + "TP": 1323258, + "n_pred": 1417816, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.8733071729623317, + "FN": 17718, + "FP": 49405, + "IoU": 0.7751067123223415, + "TN": 143838784, + "TP": 231343, + "n_pred": 280748, + "n_ref": 249061 + }, + "8": { + "Dice": 0.8916350445495729, + "FN": 15763, + "FP": 36097, + "IoU": 0.8044597947318015, + "TN": 143872036, + "TP": 213354, + "n_pred": 249451, + "n_ref": 229117 + }, + "9": { + "Dice": 0.8783927295006637, + "FN": 8439, + "FP": 15379, + "IoU": 0.7831553455512159, + "TN": 144027411, + "TP": 86021, + "n_pred": 101400, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9346526041100359, + "FN": 7708, + "FP": 21140, + "IoU": 0.8773219024290672, + "TN": 111543768, + "TP": 206304, + "n_pred": 227444, + "n_ref": 214012 + }, + "10": { + "Dice": 0.6364844002441389, + "FN": 19410, + "FP": 10965, + "IoU": 0.46679656643319817, + "TN": 111721953, + "TP": 26592, + "n_pred": 37557, + "n_ref": 46002 + }, + "11": { + "Dice": 0.6786224408823996, + "FN": 1657, + "FP": 368, + "IoU": 0.5135719433101129, + "TN": 111774757, + "TP": 2138, + "n_pred": 2506, + "n_ref": 3795 + }, + "12": { + "Dice": 0.6623376623376623, + "FN": 2212, + "FP": 284, + "IoU": 0.49514563106796117, + "TN": 111773976, + "TP": 2448, + "n_pred": 2732, + "n_ref": 4660 + }, + "13": { + "Dice": 0.7026977877594813, + "FN": 14302, + "FP": 18395, + "IoU": 0.5416608259272758, + "TN": 111707582, + "TP": 38641, + "n_pred": 57036, + "n_ref": 52943 + }, + "14": { + "Dice": 0.7393426898874375, + "FN": 6030, + "FP": 54571, + "IoU": 0.5864739639842508, + "TN": 111632373, + "TP": 85946, + "n_pred": 140517, + "n_ref": 91976 + }, + "15": { + "Dice": 0.29841882562541755, + "FN": 8722, + "FP": 729, + "IoU": 0.17537736672192653, + "TN": 111767459, + "TP": 2010, + "n_pred": 2739, + "n_ref": 10732 + }, + "2": { + "Dice": 0.9417464569132669, + "FN": 17858, + "FP": 5456, + "IoU": 0.8899062640190778, + "TN": 111567155, + "TP": 188451, + "n_pred": 193907, + "n_ref": 206309 + }, + "3": { + "Dice": 0.8745139223978883, + "FN": 1819, + "FP": 15865, + "IoU": 0.7770099868859074, + "TN": 111699616, + "TP": 61620, + "n_pred": 77485, + "n_ref": 63439 + }, + "4": { + "Dice": 0.8715107607074366, + "FN": 2319, + "FP": 2505, + "IoU": 0.7722809667673716, + "TN": 111757736, + "TP": 16360, + "n_pred": 18865, + "n_ref": 18679 + }, + "5": { + "Dice": 0.6765203607308871, + "FN": 10625, + "FP": 4476, + "IoU": 0.5111679399197203, + "TN": 111748028, + "TP": 15791, + "n_pred": 20267, + "n_ref": 26416 + }, + "6": { + "Dice": 0.9648944331207355, + "FN": 43003, + "FP": 43716, + "IoU": 0.9321700742367677, + "TN": 110500443, + "TP": 1191758, + "n_pred": 1235474, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.7416057421816843, + "FN": 49109, + "FP": 82793, + "IoU": 0.5893270233665956, + "TN": 111457735, + "TP": 189283, + "n_pred": 272076, + "n_ref": 238392 + }, + "8": { + "Dice": 0.8946592428772, + "FN": 35739, + "FP": 21133, + "IoU": 0.8093967739016485, + "TN": 111480541, + "TP": 241507, + "n_pred": 262640, + "n_ref": 277246 + }, + "9": { + "Dice": 0.8739081831789158, + "FN": 11153, + "FP": 8812, + "IoU": 0.7760541104418346, + "TN": 111689769, + "TP": 69186, + "n_pred": 77998, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8814881713232133, + "FN": 12654, + "FP": 28419, + "IoU": 0.788090164737931, + "TN": 198894052, + "TP": 152750, + "n_pred": 181169, + "n_ref": 165404 + }, + "10": { + "Dice": 0.736166936036623, + "FN": 19628, + "FP": 11551, + "IoU": 0.5824874795789925, + "TN": 199013197, + "TP": 43499, + "n_pred": 55050, + "n_ref": 63127 + }, + "11": { + "Dice": 0.7546127499723787, + "FN": 1020, + "FP": 1201, + "IoU": 0.6059261887863733, + "TN": 199082239, + "TP": 3415, + "n_pred": 4616, + "n_ref": 4435 + }, + "12": { + "Dice": 0.7076265146115467, + "FN": 853, + "FP": 1198, + "IoU": 0.5475402603132583, + "TN": 199083342, + "TP": 2482, + "n_pred": 3680, + "n_ref": 3335 + }, + "13": { + "Dice": 0.3374884499381091, + "FN": 25915, + "FP": 12086, + "IoU": 0.2029991610738255, + "TN": 199040195, + "TP": 9679, + "n_pred": 21765, + "n_ref": 35594 + }, + "14": { + "Dice": 0.5674387490592859, + "FN": 26590, + "FP": 4448, + "IoU": 0.3961008638804576, + "TN": 199036479, + "TP": 20358, + "n_pred": 24806, + "n_ref": 46948 + }, + "15": { + "Dice": 0.7810821902258857, + "FN": 49111, + "FP": 1033, + "IoU": 0.6407997191956962, + "TN": 198948276, + "TP": 89455, + "n_pred": 90488, + "n_ref": 138566 + }, + "2": { + "Dice": 0.935503855139315, + "FN": 4242, + "FP": 13040, + "IoU": 0.8788231499530214, + "TN": 198945257, + "TP": 125336, + "n_pred": 138376, + "n_ref": 129578 + }, + "3": { + "Dice": 0.9561552169327563, + "FN": 7374, + "FP": 4682, + "IoU": 0.915993673047041, + "TN": 198944362, + "TP": 131457, + "n_pred": 136139, + "n_ref": 138831 + }, + "4": { + "Dice": 0.8235356847689888, + "FN": 1675, + "FP": 4944, + "IoU": 0.7000090645395214, + "TN": 199065811, + "TP": 15445, + "n_pred": 20389, + "n_ref": 17120 + }, + "5": { + "Dice": 0.669216873871002, + "FN": 7472, + "FP": 4980, + "IoU": 0.5028744809964868, + "TN": 199062827, + "TP": 12596, + "n_pred": 17576, + "n_ref": 20068 + }, + "6": { + "Dice": 0.954353290626152, + "FN": 70312, + "FP": 33450, + "IoU": 0.9126919083383679, + "TN": 197899417, + "TP": 1084696, + "n_pred": 1118146, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.8690283239663106, + "FN": 19719, + "FP": 21412, + "IoU": 0.7683908822668198, + "TN": 198910287, + "TP": 136457, + "n_pred": 157869, + "n_ref": 156176 + }, + "8": { + "Dice": 0.9061441544628979, + "FN": 7597, + "FP": 15347, + "IoU": 0.828394489237259, + "TN": 198954173, + "TP": 110758, + "n_pred": 126105, + "n_ref": 118355 + }, + "9": { + "Dice": 0.8940908454681037, + "FN": 10777, + "FP": 11166, + "IoU": 0.8084668092349321, + "TN": 198973310, + "TP": 92622, + "n_pred": 103788, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8779365334189544, + "FN": 12112, + "FP": 35789, + "IoU": 0.7824303700877527, + "TN": 130855028, + "TP": 172263, + "n_pred": 208052, + "n_ref": 184375 + }, + "10": { + "Dice": 0.7394865841073271, + "FN": 13931, + "FP": 34537, + "IoU": 0.5866550683109042, + "TN": 130957934, + "TP": 68790, + "n_pred": 103327, + "n_ref": 82721 + }, + "11": { + "Dice": 0.6612244897959184, + "FN": 1317, + "FP": 1505, + "IoU": 0.49390243902439024, + "TN": 131069616, + "TP": 2754, + "n_pred": 4259, + "n_ref": 4071 + }, + "12": { + "Dice": 0.7257426746426037, + "FN": 1056, + "FP": 1649, + "IoU": 0.5695416931890516, + "TN": 131068908, + "TP": 3579, + "n_pred": 5228, + "n_ref": 4635 + }, + "13": { + "Dice": 0.42361674047177206, + "FN": 58542, + "FP": 27493, + "IoU": 0.2687269976455789, + "TN": 130957541, + "TP": 31616, + "n_pred": 59109, + "n_ref": 90158 + }, + "14": { + "Dice": 0.5591562486063831, + "FN": 18998, + "FP": 40314, + "IoU": 0.3880755620209023, + "TN": 130978265, + "TP": 37615, + "n_pred": 77929, + "n_ref": 56613 + }, + "15": { + "Dice": 0.6529082068223154, + "FN": 1194, + "FP": 26859, + "IoU": 0.4846798192439105, + "TN": 131020754, + "TP": 26385, + "n_pred": 53244, + "n_ref": 27579 + }, + "2": { + "Dice": 0.8392369112051873, + "FN": 34968, + "FP": 13032, + "IoU": 0.7230044780942708, + "TN": 130901904, + "TP": 125288, + "n_pred": 138320, + "n_ref": 160256 + }, + "3": { + "Dice": 0.7172323210678984, + "FN": 9321, + "FP": 133199, + "IoU": 0.5591287751067996, + "TN": 130751923, + "TP": 180749, + "n_pred": 313948, + "n_ref": 190070 + }, + "4": { + "Dice": 0.902902520330382, + "FN": 9294, + "FP": 4425, + "IoU": 0.8229920650280627, + "TN": 130997687, + "TP": 63786, + "n_pred": 68211, + "n_ref": 73080 + }, + "5": { + "Dice": 0.7655149025961792, + "FN": 4541, + "FP": 1682, + "IoU": 0.6201086624748184, + "TN": 131058811, + "TP": 10158, + "n_pred": 11840, + "n_ref": 14699 + }, + "6": { + "Dice": 0.9415568439767341, + "FN": 48131, + "FP": 128129, + "IoU": 0.8895677000872757, + "TN": 129479101, + "TP": 1419831, + "n_pred": 1547960, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.6908246486233066, + "FN": 69884, + "FP": 563202, + "IoU": 0.5276792355560729, + "TN": 129734819, + "TP": 707287, + "n_pred": 1270489, + "n_ref": 777171 + }, + "8": { + "Dice": 0.9205253947191292, + "FN": 8521, + "FP": 12142, + "IoU": 0.8527531729008259, + "TN": 130934863, + "TP": 119666, + "n_pred": 131808, + "n_ref": 128187 + }, + "9": { + "Dice": 0.7522299764292647, + "FN": 16715, + "FP": 15451, + "IoU": 0.6028594710719313, + "TN": 130994198, + "TP": 48828, + "n_pred": 64279, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9327132069737789, + "FN": 3765, + "FP": 26790, + "IoU": 0.8739105674952956, + "TN": 101374872, + "TP": 211773, + "n_pred": 238563, + "n_ref": 215538 + }, + "10": { + "Dice": 0.7530613762120714, + "FN": 10370, + "FP": 12881, + "IoU": 0.603928182065958, + "TN": 101558496, + "TP": 35453, + "n_pred": 48334, + "n_ref": 45823 + }, + "11": { + "Dice": 0.822075141132957, + "FN": 736, + "FP": 1092, + "IoU": 0.6979011733597752, + "TN": 101611149, + "TP": 4223, + "n_pred": 5315, + "n_ref": 4959 + }, + "12": { + "Dice": 0.6908962597035991, + "FN": 2553, + "FP": 75, + "IoU": 0.5277628032345013, + "TN": 101611635, + "TP": 2937, + "n_pred": 3012, + "n_ref": 5490 + }, + "13": { + "Dice": 0.7785784776604733, + "FN": 5253, + "FP": 25934, + "IoU": 0.6374363505312841, + "TN": 101531182, + "TP": 54831, + "n_pred": 80765, + "n_ref": 60084 + }, + "14": { + "Dice": 0.8834825242357836, + "FN": 2305, + "FP": 13380, + "IoU": 0.7912840984697272, + "TN": 101542050, + "TP": 59465, + "n_pred": 72845, + "n_ref": 61770 + }, + "15": { + "Dice": 0.7216028166652695, + "FN": 3138, + "FP": 20109, + "IoU": 0.5644590163934426, + "TN": 101563825, + "TP": 30128, + "n_pred": 50237, + "n_ref": 33266 + }, + "2": { + "Dice": 0.916436614038897, + "FN": 24618, + "FP": 2322, + "IoU": 0.8457618870409068, + "TN": 101442535, + "TP": 147725, + "n_pred": 150047, + "n_ref": 172343 + }, + "3": { + "Dice": 0.9170946639995675, + "FN": 3339, + "FP": 27331, + "IoU": 0.8468835026584459, + "TN": 101416895, + "TP": 169635, + "n_pred": 196966, + "n_ref": 172974 + }, + "4": { + "Dice": 0.34846711098232397, + "FN": 1181, + "FP": 55030, + "IoU": 0.21099616804457982, + "TN": 101545957, + "TP": 15032, + "n_pred": 70062, + "n_ref": 16213 + }, + "5": { + "Dice": 0.767935512763099, + "FN": 8936, + "FP": 4019, + "IoU": 0.6232916545507415, + "TN": 101582810, + "TP": 21435, + "n_pred": 25454, + "n_ref": 30371 + }, + "6": { + "Dice": 0.9570580678633942, + "FN": 109624, + "FP": 18169, + "IoU": 0.9176523048629687, + "TN": 100065329, + "TP": 1424078, + "n_pred": 1442247, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.8802765189054421, + "FN": 47222, + "FP": 56309, + "IoU": 0.7861552729473439, + "TN": 101133059, + "TP": 380610, + "n_pred": 436919, + "n_ref": 427832 + }, + "8": { + "Dice": 0.9460860138288449, + "FN": 17261, + "FP": 7207, + "IoU": 0.8976880715531191, + "TN": 101378049, + "TP": 214683, + "n_pred": 221890, + "n_ref": 231944 + }, + "9": { + "Dice": 0.9235299016167215, + "FN": 3367, + "FP": 9489, + "IoU": 0.8579243427232641, + "TN": 101526713, + "TP": 77631, + "n_pred": 87120, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8516179603395851, + "FN": 9509, + "FP": 60910, + "IoU": 0.7415807030484516, + "TN": 118909713, + "TP": 202080, + "n_pred": 262990, + "n_ref": 211589 + }, + "10": { + "Dice": 0.7724551598344364, + "FN": 14683, + "FP": 24239, + "IoU": 0.6292683856096469, + "TN": 119077225, + "TP": 66065, + "n_pred": 90304, + "n_ref": 80748 + }, + "11": { + "Dice": 0.6575757575757576, + "FN": 1651, + "FP": 835, + "IoU": 0.4898419864559819, + "TN": 119177339, + "TP": 2387, + "n_pred": 3222, + "n_ref": 4038 + }, + "12": { + "Dice": 0.5611200861604739, + "FN": 2051, + "FP": 1209, + "IoU": 0.38997005988023953, + "TN": 119176868, + "TP": 2084, + "n_pred": 3293, + "n_ref": 4135 + }, + "13": { + "Dice": 0.6641667528705907, + "FN": 7393, + "FP": 18579, + "IoU": 0.49719286018507763, + "TN": 119130558, + "TP": 25682, + "n_pred": 44261, + "n_ref": 33075 + }, + "14": { + "Dice": 0.2161859487132605, + "FN": 56408, + "FP": 12182, + "IoU": 0.12119309664441569, + "TN": 119104163, + "TP": 9459, + "n_pred": 21641, + "n_ref": 65867 + }, + "15": { + "Dice": 0.16708690536224577, + "FN": 16744, + "FP": 22896, + "IoU": 0.09115920763022745, + "TN": 119138596, + "TP": 3976, + "n_pred": 26872, + "n_ref": 20720 + }, + "2": { + "Dice": 0.9375144002580527, + "FN": 10381, + "FP": 14027, + "IoU": 0.8823784533981004, + "TN": 118974699, + "TP": 183105, + "n_pred": 197132, + "n_ref": 193486 + }, + "3": { + "Dice": 0.8922795239548368, + "FN": 11326, + "FP": 33505, + "IoU": 0.8055096418732782, + "TN": 118951707, + "TP": 185674, + "n_pred": 219179, + "n_ref": 197000 + }, + "4": { + "Dice": 0.8533393235047232, + "FN": 7248, + "FP": 5157, + "IoU": 0.7441951581638966, + "TN": 119133718, + "TP": 36089, + "n_pred": 41246, + "n_ref": 43337 + }, + "5": { + "Dice": 0.8145485561106373, + "FN": 4352, + "FP": 1736, + "IoU": 0.6871209785178333, + "TN": 119162754, + "TP": 13370, + "n_pred": 15106, + "n_ref": 17722 + }, + "6": { + "Dice": 0.9476019462092476, + "FN": 119200, + "FP": 59925, + "IoU": 0.9004216064406165, + "TN": 117383378, + "TP": 1619709, + "n_pred": 1679634, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.8495767754479475, + "FN": 44193, + "FP": 45551, + "IoU": 0.7384906331135245, + "TN": 118839035, + "TP": 253433, + "n_pred": 298984, + "n_ref": 297626 + }, + "8": { + "Dice": 0.9497248959972673, + "FN": 4316, + "FP": 3926, + "IoU": 0.9042629806016959, + "TN": 119096122, + "TP": 77848, + "n_pred": 81774, + "n_ref": 82164 + }, + "9": { + "Dice": 0.921735403881981, + "FN": 8092, + "FP": 5057, + "IoU": 0.8548322992338095, + "TN": 119091634, + "TP": 77429, + "n_pred": 82486, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 69258, + "IoU": 0.0, + "TN": 61263222, + "TP": 0, + "n_pred": 69258, + "n_ref": 0 + }, + "10": { + "Dice": 0.6557970489856794, + "FN": 11783, + "FP": 11988, + "IoU": 0.48787056187521544, + "TN": 61286064, + "TP": 22645, + "n_pred": 34633, + "n_ref": 34428 + }, + "11": { + "Dice": 0.791391126608152, + "FN": 573, + "FP": 1162, + "IoU": 0.6547950656585754, + "TN": 61327454, + "TP": 3291, + "n_pred": 4453, + "n_ref": 3864 + }, + "12": { + "Dice": 0.7901292596944771, + "FN": 1488, + "FP": 298, + "IoU": 0.653069153069153, + "TN": 61327332, + "TP": 3362, + "n_pred": 3660, + "n_ref": 4850 + }, + "13": { + "Dice": 0.5073648217036787, + "FN": 25691, + "FP": 26751, + "IoU": 0.3399121426863192, + "TN": 61253033, + "TP": 27005, + "n_pred": 53756, + "n_ref": 52696 + }, + "14": { + "Dice": 0.9469974023713531, + "FN": 20304, + "FP": 7711, + "IoU": 0.8993305472407982, + "TN": 61054193, + "TP": 250272, + "n_pred": 257983, + "n_ref": 270576 + }, + "15": { + "Dice": 0.8141466580142764, + "FN": 22952, + "FP": 11416, + "IoU": 0.6865491955784174, + "TN": 61222836, + "TP": 75276, + "n_pred": 86692, + "n_ref": 98228 + }, + "2": { + "Dice": 0.8810818161615692, + "FN": 28122, + "FP": 7731, + "IoU": 0.7874407877965056, + "TN": 61163807, + "TP": 132820, + "n_pred": 140551, + "n_ref": 160942 + }, + "3": { + "Dice": 0.8833046740659685, + "FN": 4334, + "FP": 28512, + "IoU": 0.7909988101070904, + "TN": 61175323, + "TP": 124311, + "n_pred": 152823, + "n_ref": 128645 + }, + "4": { + "Dice": 0.9256320695796998, + "FN": 2173, + "FP": 4257, + "IoU": 0.8615596606812213, + "TN": 61286034, + "TP": 40016, + "n_pred": 44273, + "n_ref": 42189 + }, + "5": { + "Dice": 0.8314216975325911, + "FN": 1142, + "FP": 1871, + "IoU": 0.7114813750837882, + "TN": 61322037, + "TP": 7430, + "n_pred": 9301, + "n_ref": 8572 + }, + "6": { + "Dice": 0.9450952506612251, + "FN": 33163, + "FP": 103118, + "IoU": 0.8959057689839964, + "TN": 60023272, + "TP": 1172927, + "n_pred": 1276045, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.3834131022871304, + "FN": 153558, + "FP": 9409, + "IoU": 0.23717444625437661, + "TN": 61118844, + "TP": 50669, + "n_pred": 60078, + "n_ref": 204227 + }, + "8": { + "Dice": 0.9339451682853264, + "FN": 6195, + "FP": 4558, + "IoU": 0.8760761083772228, + "TN": 61245709, + "TP": 76018, + "n_pred": 80576, + "n_ref": 82213 + }, + "9": { + "Dice": 0.8397792468765471, + "FN": 5703, + "FP": 16303, + "IoU": 0.7238098824001907, + "TN": 61252803, + "TP": 57671, + "n_pred": 73974, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9588453448466733, + "FN": 3931, + "FP": 10939, + "IoU": 0.9209442037268402, + "TN": 148919405, + "TP": 173225, + "n_pred": 184164, + "n_ref": 177156 + }, + "10": { + "Dice": 0.8289206819053884, + "FN": 12314, + "FP": 12654, + "IoU": 0.7078262497659614, + "TN": 149022044, + "TP": 60488, + "n_pred": 73142, + "n_ref": 72802 + }, + "11": { + "Dice": 0.791487620216902, + "FN": 670, + "FP": 349, + "IoU": 0.6549271926854047, + "TN": 149104547, + "TP": 1934, + "n_pred": 2283, + "n_ref": 2604 + }, + "12": { + "Dice": 0.4317800871605766, + "FN": 1453, + "FP": 242, + "IoU": 0.27533133817870886, + "TN": 149105161, + "TP": 644, + "n_pred": 886, + "n_ref": 2097 + }, + "13": { + "Dice": 0.6757579430818753, + "FN": 34194, + "FP": 13954, + "IoU": 0.5102979017707305, + "TN": 149009179, + "TP": 50173, + "n_pred": 64127, + "n_ref": 84367 + }, + "14": { + "Dice": 0.891461562749019, + "FN": 4128, + "FP": 17529, + "IoU": 0.8041774040417741, + "TN": 148996905, + "TP": 88938, + "n_pred": 106467, + "n_ref": 93066 + }, + "15": { + "Dice": 0.8146706280094252, + "FN": 6235, + "FP": 8237, + "IoU": 0.687294727744166, + "TN": 149061220, + "TP": 31808, + "n_pred": 40045, + "n_ref": 38043 + }, + "2": { + "Dice": 0.9438407238932527, + "FN": 2838, + "FP": 15508, + "IoU": 0.8936537748098683, + "TN": 148934988, + "TP": 154166, + "n_pred": 169674, + "n_ref": 157004 + }, + "3": { + "Dice": 0.8091246459845698, + "FN": 10375, + "FP": 13079, + "IoU": 0.6794368892229892, + "TN": 149034335, + "TP": 49711, + "n_pred": 62790, + "n_ref": 60086 + }, + "4": { + "Dice": 0.8646213648665831, + "FN": 2033, + "FP": 5420, + "IoU": 0.7615268934182319, + "TN": 149076247, + "TP": 23800, + "n_pred": 29220, + "n_ref": 25833 + }, + "5": { + "Dice": 0.38896558178712654, + "FN": 25404, + "FP": 711, + "IoU": 0.24143840590234408, + "TN": 149073073, + "TP": 8312, + "n_pred": 9023, + "n_ref": 33716 + }, + "6": { + "Dice": 0.9718138384698398, + "FN": 30848, + "FP": 31522, + "IoU": 0.9451730385318294, + "TN": 147969921, + "TP": 1075209, + "n_pred": 1106731, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.9159845344016397, + "FN": 29340, + "FP": 15749, + "IoU": 0.8449921273918634, + "TN": 148816618, + "TP": 245793, + "n_pred": 261542, + "n_ref": 275133 + }, + "8": { + "Dice": 0.9585189309576837, + "FN": 12158, + "FP": 6616, + "IoU": 0.9203421545041433, + "TN": 148871817, + "TP": 216909, + "n_pred": 223525, + "n_ref": 229067 + }, + "9": { + "Dice": 0.9076916910497415, + "FN": 8226, + "FP": 7895, + "IoU": 0.8309848818435345, + "TN": 149012118, + "TP": 79261, + "n_pred": 87156, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8823681941377544, + "FN": 86341, + "FP": 27979, + "IoU": 0.7894981061826646, + "TN": 100169717, + "TP": 428763, + "n_pred": 456742, + "n_ref": 515104 + }, + "10": { + "Dice": 0.36483370996827136, + "FN": 22488, + "FP": 33164, + "IoU": 0.2231171913170936, + "TN": 100641165, + "TP": 15983, + "n_pred": 49147, + "n_ref": 38471 + }, + "11": { + "Dice": 0.4608788853161844, + "FN": 1331, + "FP": 3699, + "IoU": 0.2994428969359331, + "TN": 100705620, + "TP": 2150, + "n_pred": 5849, + "n_ref": 3481 + }, + "12": { + "Dice": 0.5170014233749802, + "FN": 2604, + "FP": 3504, + "IoU": 0.3486189612882585, + "TN": 100703423, + "TP": 3269, + "n_pred": 6773, + "n_ref": 5873 + }, + "13": { + "Dice": 0.007379468678255166, + "FN": 38975, + "FP": 9449, + "IoU": 0.0037033988972101062, + "TN": 100664196, + "TP": 180, + "n_pred": 9629, + "n_ref": 39155 + }, + "14": { + "Dice": 0.6020625261621169, + "FN": 66878, + "FP": 48151, + "IoU": 0.43067915227225484, + "TN": 100510754, + "TP": 87017, + "n_pred": 135168, + "n_ref": 153895 + }, + "15": { + "Dice": 0.842279468006694, + "FN": 4419, + "FP": 29604, + "IoU": 0.7275326339392969, + "TN": 100587930, + "TP": 90847, + "n_pred": 120451, + "n_ref": 95266 + }, + "2": { + "Dice": 0.5426554974973202, + "FN": 144310, + "FP": 5447, + "IoU": 0.372359106968479, + "TN": 100474197, + "TP": 88846, + "n_pred": 94293, + "n_ref": 233156 + }, + "3": { + "Dice": 0.7157209926224011, + "FN": 10517, + "FP": 159027, + "IoU": 0.5572940058281023, + "TN": 100329828, + "TP": 213428, + "n_pred": 372455, + "n_ref": 223945 + }, + "4": { + "Dice": 0.6590930971406566, + "FN": 6307, + "FP": 46808, + "IoU": 0.4915278575531304, + "TN": 100608340, + "TP": 51345, + "n_pred": 98153, + "n_ref": 57652 + }, + "5": { + "Dice": 0.5908338784777004, + "FN": 8796, + "FP": 1837, + "IoU": 0.4192790824685964, + "TN": 100694490, + "TP": 7677, + "n_pred": 9514, + "n_ref": 16473 + }, + "6": { + "Dice": 0.8192622116310506, + "FN": 518986, + "FP": 168921, + "IoU": 0.6938561801793142, + "TN": 98465794, + "TP": 1559099, + "n_pred": 1728020, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.6077346971531384, + "FN": 18948, + "FP": 179013, + "IoU": 0.43650782355235107, + "TN": 100361489, + "TP": 153350, + "n_pred": 332363, + "n_ref": 172298 + }, + "8": { + "Dice": 0.8998237948828596, + "FN": 5909, + "FP": 16377, + "IoU": 0.8178906167008506, + "TN": 100590423, + "TP": 100091, + "n_pred": 116468, + "n_ref": 106000 + }, + "9": { + "Dice": 0.786228277254757, + "FN": 18926, + "FP": 26170, + "IoU": 0.6477562975981254, + "TN": 100584775, + "TP": 82929, + "n_pred": 109099, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9623118255973616, + "FN": 1093, + "FP": 4918, + "IoU": 0.9273612722351121, + "TN": 78867948, + "TP": 76741, + "n_pred": 81659, + "n_ref": 77834 + }, + "10": { + "Dice": 0.6324335851815744, + "FN": 18185, + "FP": 5945, + "IoU": 0.46245182561429304, + "TN": 78905811, + "TP": 20759, + "n_pred": 26704, + "n_ref": 38944 + }, + "11": { + "Dice": 0.21574344023323616, + "FN": 1109, + "FP": 774, + "IoU": 0.12091503267973856, + "TN": 78948558, + "TP": 259, + "n_pred": 1033, + "n_ref": 1368 + }, + "12": { + "Dice": 0.08667621776504297, + "FN": 2439, + "FP": 111, + "IoU": 0.04530138524897042, + "TN": 78948029, + "TP": 121, + "n_pred": 232, + "n_ref": 2560 + }, + "13": { + "Dice": 0.4153809095173498, + "FN": 43023, + "FP": 3090, + "IoU": 0.262132970637651, + "TN": 78888205, + "TP": 16382, + "n_pred": 19472, + "n_ref": 59405 + }, + "14": { + "Dice": 0.07029500071486441, + "FN": 25794, + "FP": 13222, + "IoU": 0.03642784816378948, + "TN": 78910209, + "TP": 1475, + "n_pred": 14697, + "n_ref": 27269 + }, + "15": { + "Dice": 0.8867627785058978, + "FN": 4991, + "FP": 8833, + "IoU": 0.7965622792559454, + "TN": 78882748, + "TP": 54128, + "n_pred": 62961, + "n_ref": 59119 + }, + "2": { + "Dice": 0.9219739235592411, + "FN": 9396, + "FP": 5960, + "IoU": 0.8552426919052423, + "TN": 78844619, + "TP": 90725, + "n_pred": 96685, + "n_ref": 100121 + }, + "3": { + "Dice": 0.9308298834756518, + "FN": 2158, + "FP": 10106, + "IoU": 0.8706097084920291, + "TN": 78855917, + "TP": 82519, + "n_pred": 92625, + "n_ref": 84677 + }, + "4": { + "Dice": 0.8399165224473175, + "FN": 627, + "FP": 5663, + "IoU": 0.7240138651221973, + "TN": 78927909, + "TP": 16501, + "n_pred": 22164, + "n_ref": 17128 + }, + "5": { + "Dice": 0.47522935779816516, + "FN": 23143, + "FP": 2597, + "IoU": 0.31167268351383876, + "TN": 78913305, + "TP": 11655, + "n_pred": 14252, + "n_ref": 34798 + }, + "6": { + "Dice": 0.946551595174406, + "FN": 42720, + "FP": 32309, + "IoU": 0.8985267724916385, + "TN": 78211303, + "TP": 664368, + "n_pred": 696677, + "n_ref": 707088 + }, + "7": { + "Dice": 0.5412042852149329, + "FN": 439322, + "FP": 38444, + "IoU": 0.37099388196014255, + "TN": 78191143, + "TP": 281791, + "n_pred": 320235, + "n_ref": 721113 + }, + "8": { + "Dice": 0.9039242884829167, + "FN": 55459, + "FP": 3137, + "IoU": 0.8246914688327425, + "TN": 78616455, + "TP": 275649, + "n_pred": 278786, + "n_ref": 331108 + }, + "9": { + "Dice": 0.698106445832728, + "FN": 21010, + "FP": 10159, + "IoU": 0.5362239052479653, + "TN": 78883493, + "TP": 36038, + "n_pred": 46197, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9410156477226456, + "FN": 2608, + "FP": 15644, + "IoU": 0.888602032408679, + "TN": 104840595, + "TP": 145593, + "n_pred": 161237, + "n_ref": 148201 + }, + "10": { + "Dice": 0.768360948768092, + "FN": 18672, + "FP": 22667, + "IoU": 0.6238523762295156, + "TN": 104894539, + "TP": 68562, + "n_pred": 91229, + "n_ref": 87234 + }, + "11": { + "Dice": 0.8654931166779508, + "FN": 496, + "FP": 696, + "IoU": 0.7628804455937935, + "TN": 104999413, + "TP": 3835, + "n_pred": 4531, + "n_ref": 4331 + }, + "12": { + "Dice": 0.6984126984126984, + "FN": 1621, + "FP": 1153, + "IoU": 0.5365853658536586, + "TN": 104998454, + "TP": 3212, + "n_pred": 4365, + "n_ref": 4833 + }, + "13": { + "Dice": 0.8382601951786984, + "FN": 12966, + "FP": 12060, + "IoU": 0.7215558868688667, + "TN": 104914562, + "TP": 64852, + "n_pred": 76912, + "n_ref": 77818 + }, + "14": { + "Dice": 0.8957470686118958, + "FN": 641, + "FP": 15523, + "IoU": 0.811179253548274, + "TN": 104918835, + "TP": 69441, + "n_pred": 84964, + "n_ref": 70082 + }, + "15": { + "Dice": 0.4798518975624807, + "FN": 16584, + "FP": 274, + "IoU": 0.3156612811561257, + "TN": 104979806, + "TP": 7776, + "n_pred": 8050, + "n_ref": 24360 + }, + "2": { + "Dice": 0.861216403029859, + "FN": 35564, + "FP": 8006, + "IoU": 0.7562599297366243, + "TN": 104825684, + "TP": 135186, + "n_pred": 143192, + "n_ref": 170750 + }, + "3": { + "Dice": 0.8841778880226789, + "FN": 3834, + "FP": 35388, + "IoU": 0.792400400146085, + "TN": 104815509, + "TP": 149709, + "n_pred": 185097, + "n_ref": 153543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 3467, + "IoU": 0.0, + "TN": 105000973, + "TP": 0, + "n_pred": 3467, + "n_ref": 0 + }, + "5": { + "Dice": 0.6884023426859166, + "FN": 9863, + "FP": 8439, + "IoU": 0.5248578623536436, + "TN": 104965921, + "TP": 20217, + "n_pred": 28656, + "n_ref": 30080 + }, + "6": { + "Dice": 0.9755357821654111, + "FN": 28406, + "FP": 32155, + "IoU": 0.952239975962657, + "TN": 103736413, + "TP": 1207466, + "n_pred": 1239621, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.7328421982722784, + "FN": 5326, + "FP": 158551, + "IoU": 0.5783353874892897, + "TN": 104615797, + "TP": 224766, + "n_pred": 383317, + "n_ref": 230092 + }, + "8": { + "Dice": 0.955900267334101, + "FN": 21304, + "FP": 10517, + "IoU": 0.91552582327878, + "TN": 104627745, + "TP": 344874, + "n_pred": 355391, + "n_ref": 366178 + }, + "9": { + "Dice": 0.9291400975494841, + "FN": 6783, + "FP": 6452, + "IoU": 0.8676579405235686, + "TN": 104904434, + "TP": 86771, + "n_pred": 93223, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.951790066716086, + "FN": 16881, + "FP": 23766, + "IoU": 0.9080147368325767, + "TN": 177234402, + "TP": 401239, + "n_pred": 425005, + "n_ref": 418120 + }, + "10": { + "Dice": 0.4345682757574608, + "FN": 49041, + "FP": 10603, + "IoU": 0.27760282932028485, + "TN": 177593724, + "TP": 22920, + "n_pred": 33523, + "n_ref": 71961 + }, + "11": { + "Dice": 0.7630358556724353, + "FN": 1370, + "FP": 725, + "IoU": 0.616861741038771, + "TN": 177670820, + "TP": 3373, + "n_pred": 4098, + "n_ref": 4743 + }, + "12": { + "Dice": 0.7129517741403932, + "FN": 1953, + "FP": 660, + "IoU": 0.5539433253670195, + "TN": 177670430, + "TP": 3245, + "n_pred": 3905, + "n_ref": 5198 + }, + "13": { + "Dice": 0.8005414551607445, + "FN": 17943, + "FP": 11527, + "IoU": 0.6674190271978332, + "TN": 177587678, + "TP": 59140, + "n_pred": 70667, + "n_ref": 77083 + }, + "14": { + "Dice": 0.910757060203668, + "FN": 2103, + "FP": 12427, + "IoU": 0.8361376759292675, + "TN": 177587616, + "TP": 74142, + "n_pred": 86569, + "n_ref": 76245 + }, + "15": { + "Dice": 0.4253993610223642, + "FN": 9854, + "FP": 26116, + "IoU": 0.2701633357005174, + "TN": 177627003, + "TP": 13315, + "n_pred": 39431, + "n_ref": 23169 + }, + "2": { + "Dice": 0.9676053507865426, + "FN": 12121, + "FP": 1421, + "IoU": 0.9372436708420804, + "TN": 177460501, + "TP": 202245, + "n_pred": 203666, + "n_ref": 214366 + }, + "3": { + "Dice": 0.9660570377007175, + "FN": 7034, + "FP": 7021, + "IoU": 0.934342679360571, + "TN": 177462222, + "TP": 200011, + "n_pred": 207032, + "n_ref": 207045 + }, + "4": { + "Dice": 0.8580796864794252, + "FN": 1590, + "FP": 9274, + "IoU": 0.7514356967991397, + "TN": 177632581, + "TP": 32843, + "n_pred": 42117, + "n_ref": 34433 + }, + "5": { + "Dice": 0.7163081193615545, + "FN": 10537, + "FP": 5815, + "IoU": 0.5580062709482106, + "TN": 177639292, + "TP": 20644, + "n_pred": 26459, + "n_ref": 31181 + }, + "6": { + "Dice": 0.9511298839640214, + "FN": 135860, + "FP": 35722, + "IoU": 0.9068137888785036, + "TN": 175835007, + "TP": 1669699, + "n_pred": 1705421, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.8125552548641152, + "FN": 6981, + "FP": 159669, + "IoU": 0.6842888969719014, + "TN": 177148432, + "TP": 361206, + "n_pred": 520875, + "n_ref": 368187 + }, + "8": { + "Dice": 0.8708573950785302, + "FN": 10037, + "FP": 46139, + "IoU": 0.7712554563815233, + "TN": 177430704, + "TP": 189408, + "n_pred": 235547, + "n_ref": 199445 + }, + "9": { + "Dice": 0.9281404602941774, + "FN": 9622, + "FP": 9827, + "IoU": 0.8659161260522161, + "TN": 177531237, + "TP": 125602, + "n_pred": 135429, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9577950365338052, + "FN": 7871, + "FP": 7921, + "IoU": 0.9190083238025879, + "TN": 193810552, + "TP": 179191, + "n_pred": 187112, + "n_ref": 187062 + }, + "10": { + "Dice": 0.8713406120533773, + "FN": 10910, + "FP": 11574, + "IoU": 0.772013790306226, + "TN": 193906915, + "TP": 76136, + "n_pred": 87710, + "n_ref": 87046 + }, + "11": { + "Dice": 0.6890317396544797, + "FN": 1397, + "FP": 151, + "IoU": 0.5255899479007049, + "TN": 194002272, + "TP": 1715, + "n_pred": 1866, + "n_ref": 3112 + }, + "12": { + "Dice": 0.7301027900146843, + "FN": 1464, + "FP": 374, + "IoU": 0.5749306197964847, + "TN": 194001211, + "TP": 2486, + "n_pred": 2860, + "n_ref": 3950 + }, + "13": { + "Dice": 0.7249996107677218, + "FN": 20311, + "FP": 15015, + "IoU": 0.5686269721096078, + "TN": 193923643, + "TP": 46566, + "n_pred": 61581, + "n_ref": 66877 + }, + "14": { + "Dice": 0.8539192881298908, + "FN": 2298, + "FP": 22885, + "IoU": 0.7450777936368146, + "TN": 193906748, + "TP": 73604, + "n_pred": 96489, + "n_ref": 75902 + }, + "15": { + "Dice": 0.4988810330144773, + "FN": 8371, + "FP": 16932, + "IoU": 0.3323394374373318, + "TN": 193967637, + "TP": 12595, + "n_pred": 29527, + "n_ref": 20966 + }, + "2": { + "Dice": 0.9542476731613204, + "FN": 3872, + "FP": 9076, + "IoU": 0.9124987328940699, + "TN": 193857560, + "TP": 135027, + "n_pred": 144103, + "n_ref": 138899 + }, + "3": { + "Dice": 0.9407528842176225, + "FN": 11751, + "FP": 3717, + "IoU": 0.8881335339041888, + "TN": 193867263, + "TP": 122804, + "n_pred": 126521, + "n_ref": 134555 + }, + "4": { + "Dice": 0.8788183807439824, + "FN": 948, + "FP": 4590, + "IoU": 0.7838323119559701, + "TN": 193979916, + "TP": 20081, + "n_pred": 24671, + "n_ref": 21029 + }, + "5": { + "Dice": 0.6105400412908835, + "FN": 13223, + "FP": 4698, + "IoU": 0.43940815815815815, + "TN": 193973567, + "TP": 14047, + "n_pred": 18745, + "n_ref": 27270 + }, + "6": { + "Dice": 0.964781454704689, + "FN": 35718, + "FP": 62805, + "IoU": 0.9319592071541486, + "TN": 192557536, + "TP": 1349476, + "n_pred": 1412281, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.9148159802678211, + "FN": 34159, + "FP": 19441, + "IoU": 0.843005392296134, + "TN": 193664122, + "TP": 287813, + "n_pred": 307254, + "n_ref": 321972 + }, + "8": { + "Dice": 0.9490094792329553, + "FN": 12490, + "FP": 12109, + "IoU": 0.9029667351712549, + "TN": 193752024, + "TP": 228912, + "n_pred": 241021, + "n_ref": 241402 + }, + "9": { + "Dice": 0.9170643513360103, + "FN": 11173, + "FP": 4607, + "IoU": 0.846831806181084, + "TN": 193902511, + "TP": 87244, + "n_pred": 91851, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9610156538464841, + "FN": 2536, + "FP": 6544, + "IoU": 0.9249568171111681, + "TN": 99534803, + "TP": 111917, + "n_pred": 118461, + "n_ref": 114453 + }, + "10": { + "Dice": 0.8469617004424745, + "FN": 16079, + "FP": 4016, + "IoU": 0.7345477602673677, + "TN": 99580099, + "TP": 55606, + "n_pred": 59622, + "n_ref": 71685 + }, + "11": { + "Dice": 0.6762865090403338, + "FN": 1697, + "FP": 165, + "IoU": 0.5109009718938797, + "TN": 99651993, + "TP": 1945, + "n_pred": 2110, + "n_ref": 3642 + }, + "12": { + "Dice": 0.6002344665885111, + "FN": 2032, + "FP": 14, + "IoU": 0.4288107202680067, + "TN": 99652218, + "TP": 1536, + "n_pred": 1550, + "n_ref": 3568 + }, + "13": { + "Dice": 0.70976701927445, + "FN": 18089, + "FP": 4272, + "IoU": 0.5501076393779047, + "TN": 99606097, + "TP": 27342, + "n_pred": 31614, + "n_ref": 45431 + }, + "14": { + "Dice": 0.2863705126931019, + "FN": 41173, + "FP": 23454, + "IoU": 0.16711343660592315, + "TN": 99578206, + "TP": 12967, + "n_pred": 36421, + "n_ref": 54140 + }, + "15": { + "Dice": 0.559434777706791, + "FN": 23061, + "FP": 385, + "IoU": 0.38834394239799647, + "TN": 99617468, + "TP": 14886, + "n_pred": 15271, + "n_ref": 37947 + }, + "2": { + "Dice": 0.9589240757917054, + "FN": 6197, + "FP": 3103, + "IoU": 0.9210894743540792, + "TN": 99537945, + "TP": 108555, + "n_pred": 111658, + "n_ref": 114752 + }, + "3": { + "Dice": 0.9452215053081167, + "FN": 4635, + "FP": 9178, + "IoU": 0.8961327047004595, + "TN": 99522813, + "TP": 119174, + "n_pred": 128352, + "n_ref": 123809 + }, + "4": { + "Dice": 0.8456194314806958, + "FN": 2961, + "FP": 2861, + "IoU": 0.7325308953921074, + "TN": 99634033, + "TP": 15945, + "n_pred": 18806, + "n_ref": 18906 + }, + "5": { + "Dice": 0.8550973226937132, + "FN": 1233, + "FP": 710, + "IoU": 0.7468733715476811, + "TN": 99648124, + "TP": 5733, + "n_pred": 6443, + "n_ref": 6966 + }, + "6": { + "Dice": 0.9671925267215051, + "FN": 48725, + "FP": 39833, + "IoU": 0.9364693340679412, + "TN": 98261859, + "TP": 1305383, + "n_pred": 1345216, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.8729555117045696, + "FN": 15235, + "FP": 28931, + "IoU": 0.7745528422084286, + "TN": 99459896, + "TP": 151738, + "n_pred": 180669, + "n_ref": 166973 + }, + "8": { + "Dice": 0.9631167744730434, + "FN": 4214, + "FP": 3193, + "IoU": 0.92885751332661, + "TN": 99551685, + "TP": 96708, + "n_pred": 99901, + "n_ref": 100922 + }, + "9": { + "Dice": 0.9336348441647823, + "FN": 10070, + "FP": 2080, + "IoU": 0.8755301493638208, + "TN": 99558186, + "TP": 85464, + "n_pred": 87544, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9560685882321466, + "FN": 35961, + "FP": 1806, + "IoU": 0.9158346778866296, + "TN": 62634796, + "TP": 410957, + "n_pred": 412763, + "n_ref": 446918 + }, + "10": { + "Dice": 0.8766904173331395, + "FN": 10555, + "FP": 6405, + "IoU": 0.780453074433657, + "TN": 63006270, + "TP": 60290, + "n_pred": 66695, + "n_ref": 70845 + }, + "11": { + "Dice": 0.7515743073047859, + "FN": 1158, + "FP": 420, + "IoU": 0.6020176544766709, + "TN": 63079555, + "TP": 2387, + "n_pred": 2807, + "n_ref": 3545 + }, + "12": { + "Dice": 0.780862374483166, + "FN": 858, + "FP": 626, + "IoU": 0.6405038759689923, + "TN": 63079392, + "TP": 2644, + "n_pred": 3270, + "n_ref": 3502 + }, + "13": { + "Dice": 0.6202745402745403, + "FN": 15719, + "FP": 20934, + "IoU": 0.4495637417591494, + "TN": 63016931, + "TP": 29936, + "n_pred": 50870, + "n_ref": 45655 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 63083520, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 63083520, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9763681989642606, + "FN": 1801, + "FP": 4113, + "IoU": 0.9538275364016083, + "TN": 62955435, + "TP": 122171, + "n_pred": 126284, + "n_ref": 123972 + }, + "3": { + "Dice": 0.9799614840033103, + "FN": 2664, + "FP": 2445, + "IoU": 0.9607102757740283, + "TN": 62953486, + "TP": 124925, + "n_pred": 127370, + "n_ref": 127589 + }, + "4": { + "Dice": 0.1481294491846317, + "FN": 16562, + "FP": 311, + "IoU": 0.07998909487459106, + "TN": 63065180, + "TP": 1467, + "n_pred": 1778, + "n_ref": 18029 + }, + "5": { + "Dice": 0.565499652214236, + "FN": 9637, + "FP": 1607, + "IoU": 0.3942136738322289, + "TN": 63064959, + "TP": 7317, + "n_pred": 8924, + "n_ref": 16954 + }, + "6": { + "Dice": 0.9132537670175952, + "FN": 156114, + "FP": 28834, + "IoU": 0.8403560456899982, + "TN": 61925017, + "TP": 973555, + "n_pred": 1002389, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.8164743319081826, + "FN": 10662, + "FP": 54971, + "IoU": 0.689866180278602, + "TN": 62871892, + "TP": 145995, + "n_pred": 200966, + "n_ref": 156657 + }, + "8": { + "Dice": 0.9243458847486759, + "FN": 13004, + "FP": 3194, + "IoU": 0.8593337501736835, + "TN": 62968368, + "TP": 98954, + "n_pred": 102148, + "n_ref": 111958 + }, + "9": { + "Dice": 0.8975258798033025, + "FN": 2096, + "FP": 7219, + "IoU": 0.8141015406721481, + "TN": 63033412, + "TP": 40793, + "n_pred": 48012, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9729167540094362, + "FN": 10807, + "FP": 5989, + "IoU": 0.9472618288803971, + "TN": 109290339, + "TP": 301683, + "n_pred": 307672, + "n_ref": 312490 + }, + "10": { + "Dice": 0.647666415375126, + "FN": 21776, + "FP": 50198, + "IoU": 0.47892503945672793, + "TN": 109470692, + "TP": 66152, + "n_pred": 116350, + "n_ref": 87928 + }, + "11": { + "Dice": 0.7130305655240688, + "FN": 1585, + "FP": 734, + "IoU": 0.5540384615384616, + "TN": 109603618, + "TP": 2881, + "n_pred": 3615, + "n_ref": 4466 + }, + "12": { + "Dice": 0.7582558970693353, + "FN": 1429, + "FP": 262, + "IoU": 0.6106378079668432, + "TN": 109604475, + "TP": 2652, + "n_pred": 2914, + "n_ref": 4081 + }, + "13": { + "Dice": 0.5345487529511667, + "FN": 39232, + "FP": 33121, + "IoU": 0.3647673397717296, + "TN": 109494918, + "TP": 41547, + "n_pred": 74668, + "n_ref": 80779 + }, + "14": { + "Dice": 0.5023362776354989, + "FN": 48860, + "FP": 46358, + "IoU": 0.3354132640953697, + "TN": 109465544, + "TP": 48056, + "n_pred": 94414, + "n_ref": 96916 + }, + "15": { + "Dice": 0.8652111684122044, + "FN": 8331, + "FP": 21334, + "IoU": 0.7624424424424424, + "TN": 109483943, + "TP": 95210, + "n_pred": 116544, + "n_ref": 103541 + }, + "2": { + "Dice": 0.7824846629232525, + "FN": 75544, + "FP": 1466, + "IoU": 0.6426897790068066, + "TN": 109393291, + "TP": 138517, + "n_pred": 139983, + "n_ref": 214061 + }, + "3": { + "Dice": 0.8549885410103998, + "FN": 11589, + "FP": 67820, + "IoU": 0.746707410041881, + "TN": 109295311, + "TP": 234098, + "n_pred": 301918, + "n_ref": 245687 + }, + "4": { + "Dice": 0.6143124165554072, + "FN": 27284, + "FP": 1604, + "IoU": 0.44332678151616756, + "TN": 109556924, + "TP": 23006, + "n_pred": 24610, + "n_ref": 50290 + }, + "5": { + "Dice": 0.6555732578037411, + "FN": 4997, + "FP": 840, + "IoU": 0.48762289325842695, + "TN": 109597426, + "TP": 5555, + "n_pred": 6395, + "n_ref": 10552 + }, + "6": { + "Dice": 0.9582999439374887, + "FN": 40253, + "FP": 65071, + "IoU": 0.9199384586382149, + "TN": 108293280, + "TP": 1210214, + "n_pred": 1275285, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.8305543373575837, + "FN": 323952, + "FP": 32673, + "IoU": 0.7102119952122512, + "TN": 108378177, + "TP": 874016, + "n_pred": 906689, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.9463350928984537, + "FN": 3187, + "FP": 6593, + "IoU": 0.898136671839685, + "TN": 109512807, + "TP": 86231, + "n_pred": 92824, + "n_ref": 89418 + }, + "9": { + "Dice": 0.67870900309347, + "FN": 14941, + "FP": 23176, + "IoU": 0.5136711024918025, + "TN": 109530441, + "TP": 40260, + "n_pred": 63436, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9099225448634176, + "FN": 1682, + "FP": 9622, + "IoU": 0.8347320097078862, + "TN": 66998954, + "TP": 57094, + "n_pred": 66716, + "n_ref": 58776 + }, + "10": { + "Dice": 0.663906516019192, + "FN": 35901, + "FP": 7529, + "IoU": 0.4969012452939473, + "TN": 66981027, + "TP": 42895, + "n_pred": 50424, + "n_ref": 78796 + }, + "11": { + "Dice": 0.19151923616961528, + "FN": 2785, + "FP": 94, + "IoU": 0.10590062111801242, + "TN": 67064132, + "TP": 341, + "n_pred": 435, + "n_ref": 3126 + }, + "12": { + "Dice": 0.6522997748472178, + "FN": 1283, + "FP": 879, + "IoU": 0.4840095465393795, + "TN": 67063162, + "TP": 2028, + "n_pred": 2907, + "n_ref": 3311 + }, + "13": { + "Dice": 0.27124332570556825, + "FN": 31099, + "FP": 7117, + "IoU": 0.15690081186021884, + "TN": 67022024, + "TP": 7112, + "n_pred": 14229, + "n_ref": 38211 + }, + "14": { + "Dice": 0.8265613486225486, + "FN": 11539, + "FP": 15293, + "IoU": 0.7043924687944122, + "TN": 66976583, + "TP": 63937, + "n_pred": 79230, + "n_ref": 75476 + }, + "15": { + "Dice": 0.0, + "FN": 31362, + "FP": 27541, + "IoU": 0.0, + "TN": 67008449, + "TP": 0, + "n_pred": 27541, + "n_ref": 31362 + }, + "2": { + "Dice": 0.8743262149654843, + "FN": 3866, + "FP": 37005, + "IoU": 0.7767136683730053, + "TN": 66884309, + "TP": 142172, + "n_pred": 179177, + "n_ref": 146038 + }, + "3": { + "Dice": 0.8496975731703441, + "FN": 40049, + "FP": 2518, + "IoU": 0.7386731987623397, + "TN": 66904464, + "TP": 120321, + "n_pred": 122839, + "n_ref": 160370 + }, + "4": { + "Dice": 0.0, + "FN": 13039, + "FP": 2955, + "IoU": 0.0, + "TN": 67051358, + "TP": 0, + "n_pred": 2955, + "n_ref": 13039 + }, + "5": { + "Dice": 0.4203069657615112, + "FN": 6429, + "FP": 445, + "IoU": 0.26606875934230195, + "TN": 67057986, + "TP": 2492, + "n_pred": 2937, + "n_ref": 8921 + }, + "6": { + "Dice": 0.9488116091378288, + "FN": 89167, + "FP": 17729, + "IoU": 0.9026085308644113, + "TN": 65969761, + "TP": 990695, + "n_pred": 1008424, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.7984136792680672, + "FN": 111933, + "FP": 9096, + "IoU": 0.6644663520983848, + "TN": 66706646, + "TP": 239677, + "n_pred": 248773, + "n_ref": 351610 + }, + "8": { + "Dice": 0.9298687928119753, + "FN": 6233, + "FP": 5756, + "IoU": 0.8689297037279983, + "TN": 66975882, + "TP": 79481, + "n_pred": 85237, + "n_ref": 85714 + }, + "9": { + "Dice": 0.9155849264416647, + "FN": 7516, + "FP": 5360, + "IoU": 0.8443122460824144, + "TN": 66984648, + "TP": 69828, + "n_pred": 75188, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7161009610456629, + "FN": 78917, + "FP": 1404, + "IoU": 0.5577548851729701, + "TN": 74337659, + "TP": 101300, + "n_pred": 102704, + "n_ref": 180217 + }, + "10": { + "Dice": 0.751897181461173, + "FN": 15080, + "FP": 12023, + "IoU": 0.602432083553365, + "TN": 74451108, + "TP": 41069, + "n_pred": 53092, + "n_ref": 56149 + }, + "11": { + "Dice": 0.6533242876526458, + "FN": 1461, + "FP": 583, + "IoU": 0.48513853904282117, + "TN": 74515310, + "TP": 1926, + "n_pred": 2509, + "n_ref": 3387 + }, + "12": { + "Dice": 0.4695771742866965, + "FN": 1518, + "FP": 25, + "IoU": 0.30682839173405213, + "TN": 74517054, + "TP": 683, + "n_pred": 708, + "n_ref": 2201 + }, + "13": { + "Dice": 0.4341368424872096, + "FN": 24943, + "FP": 21842, + "IoU": 0.2772508187604276, + "TN": 74454548, + "TP": 17947, + "n_pred": 39789, + "n_ref": 42890 + }, + "14": { + "Dice": 0.4973593913173206, + "FN": 15256, + "FP": 18436, + "IoU": 0.33099025039216856, + "TN": 74468919, + "TP": 16669, + "n_pred": 35105, + "n_ref": 31925 + }, + "15": { + "Dice": 0.0023688106596479685, + "FN": 30323, + "FP": 0, + "IoU": 0.0011858098092822557, + "TN": 74488921, + "TP": 36, + "n_pred": 36, + "n_ref": 30359 + }, + "2": { + "Dice": 0.8944753886010363, + "FN": 2801, + "FP": 29785, + "IoU": 0.809095862161893, + "TN": 74348587, + "TP": 138107, + "n_pred": 167892, + "n_ref": 140908 + }, + "3": { + "Dice": 0.9057844938134683, + "FN": 24968, + "FP": 2216, + "IoU": 0.8277935093153931, + "TN": 74361423, + "TP": 130673, + "n_pred": 132889, + "n_ref": 155641 + }, + "4": { + "Dice": 0.00977309013498476, + "FN": 13177, + "FP": 7290, + "IoU": 0.004910540645663166, + "TN": 74498712, + "TP": 101, + "n_pred": 7391, + "n_ref": 13278 + }, + "5": { + "Dice": 0.631800484057666, + "FN": 4150, + "FP": 2848, + "IoU": 0.4617751115213044, + "TN": 74506278, + "TP": 6004, + "n_pred": 8852, + "n_ref": 10154 + }, + "6": { + "Dice": 0.9389222049692829, + "FN": 99989, + "FP": 95938, + "IoU": 0.8848759340422369, + "TN": 72817403, + "TP": 1505950, + "n_pred": 1601888, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.38112465646749055, + "FN": 112621, + "FP": 64602, + "IoU": 0.23542557367996444, + "TN": 74287487, + "TP": 54570, + "n_pred": 119172, + "n_ref": 167191 + }, + "8": { + "Dice": 0.957148708278916, + "FN": 2451, + "FP": 3094, + "IoU": 0.9178189794436293, + "TN": 74451807, + "TP": 61928, + "n_pred": 65022, + "n_ref": 64379 + }, + "9": { + "Dice": 0.9299834411188841, + "FN": 6649, + "FP": 6332, + "IoU": 0.8691299526161912, + "TN": 74420090, + "TP": 86209, + "n_pred": 92541, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.953681403377358, + "FN": 7918, + "FP": 18795, + "IoU": 0.9114636846326702, + "TN": 65749462, + "TP": 275005, + "n_pred": 293800, + "n_ref": 282923 + }, + "10": { + "Dice": 0.6176985981308412, + "FN": 37003, + "FP": 20593, + "IoU": 0.446862455102472, + "TN": 65947054, + "TP": 46530, + "n_pred": 67123, + "n_ref": 83533 + }, + "11": { + "Dice": 0.5990174487548704, + "FN": 1869, + "FP": 498, + "IoU": 0.4275695284159613, + "TN": 66047045, + "TP": 1768, + "n_pred": 2266, + "n_ref": 3637 + }, + "12": { + "Dice": 0.5433526011560693, + "FN": 1804, + "FP": 250, + "IoU": 0.373015873015873, + "TN": 66047904, + "TP": 1222, + "n_pred": 1472, + "n_ref": 3026 + }, + "13": { + "Dice": 0.7144719687092569, + "FN": 13650, + "FP": 13506, + "IoU": 0.5557809330628803, + "TN": 65990048, + "TP": 33976, + "n_pred": 47482, + "n_ref": 47626 + }, + "14": { + "Dice": 0.8729147947025042, + "FN": 2809, + "FP": 13456, + "IoU": 0.7744887348353553, + "TN": 65979055, + "TP": 55860, + "n_pred": 69316, + "n_ref": 58669 + }, + "15": { + "Dice": 0.7666522357597872, + "FN": 6002, + "FP": 5317, + "IoU": 0.621602647678267, + "TN": 66021267, + "TP": 18594, + "n_pred": 23911, + "n_ref": 24596 + }, + "2": { + "Dice": 0.9119716634892988, + "FN": 19334, + "FP": 4723, + "IoU": 0.8381874192854069, + "TN": 65902508, + "TP": 124615, + "n_pred": 129338, + "n_ref": 143949 + }, + "3": { + "Dice": 0.9175297902224638, + "FN": 4946, + "FP": 22357, + "IoU": 0.8476259040985802, + "TN": 65871996, + "TP": 151881, + "n_pred": 174238, + "n_ref": 156827 + }, + "4": { + "Dice": 0.8760502440087876, + "FN": 3409, + "FP": 3982, + "IoU": 0.779438973440764, + "TN": 66017670, + "TP": 26119, + "n_pred": 30101, + "n_ref": 29528 + }, + "5": { + "Dice": 0.8454676566422734, + "FN": 2065, + "FP": 828, + "IoU": 0.7323031368557417, + "TN": 66040373, + "TP": 7914, + "n_pred": 8742, + "n_ref": 9979 + }, + "6": { + "Dice": 0.9683050203210433, + "FN": 29965, + "FP": 35075, + "IoU": 0.9385574606773417, + "TN": 64992630, + "TP": 993510, + "n_pred": 1028585, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.907238615426135, + "FN": 159648, + "FP": 7398, + "IoU": 0.8302257274399601, + "TN": 65067250, + "TP": 816884, + "n_pred": 824282, + "n_ref": 976532 + }, + "8": { + "Dice": 0.9334110604949698, + "FN": 3641, + "FP": 7439, + "IoU": 0.875136639733144, + "TN": 65962443, + "TP": 77657, + "n_pred": 85096, + "n_ref": 81298 + }, + "9": { + "Dice": 0.8809870815624213, + "FN": 12357, + "FP": 3240, + "IoU": 0.7872894647118991, + "TN": 65977855, + "TP": 57728, + "n_pred": 60968, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9791019604182827, + "FN": 1543, + "FP": 4950, + "IoU": 0.9590594970869378, + "TN": 113313944, + "TP": 152103, + "n_pred": 157053, + "n_ref": 153646 + }, + "10": { + "Dice": 0.8842121275948419, + "FN": 5003, + "FP": 14787, + "IoU": 0.7924554025568152, + "TN": 113377187, + "TP": 75563, + "n_pred": 90350, + "n_ref": 80566 + }, + "11": { + "Dice": 0.6878345947941665, + "FN": 1367, + "FP": 324, + "IoU": 0.524198086662915, + "TN": 113468986, + "TP": 1863, + "n_pred": 2187, + "n_ref": 3230 + }, + "12": { + "Dice": 0.8338762214983714, + "FN": 883, + "FP": 392, + "IoU": 0.7150837988826816, + "TN": 113468065, + "TP": 3200, + "n_pred": 3592, + "n_ref": 4083 + }, + "13": { + "Dice": 0.6046901779032998, + "FN": 26775, + "FP": 38731, + "IoU": 0.4333734116446236, + "TN": 113356933, + "TP": 50101, + "n_pred": 88832, + "n_ref": 76876 + }, + "14": { + "Dice": 0.934949330305482, + "FN": 27273, + "FP": 5612, + "IoU": 0.8778449297380826, + "TN": 113203333, + "TP": 236322, + "n_pred": 241934, + "n_ref": 263595 + }, + "15": { + "Dice": 0.6843399164139966, + "FN": 5181, + "FP": 10227, + "IoU": 0.520149486141389, + "TN": 113440430, + "TP": 16702, + "n_pred": 26929, + "n_ref": 21883 + }, + "2": { + "Dice": 0.9692417149168838, + "FN": 3799, + "FP": 4026, + "IoU": 0.940319111612795, + "TN": 113341426, + "TP": 123289, + "n_pred": 127315, + "n_ref": 127088 + }, + "3": { + "Dice": 0.9221055923688891, + "FN": 2365, + "FP": 17560, + "IoU": 0.8554693166980996, + "TN": 113334680, + "TP": 117935, + "n_pred": 135495, + "n_ref": 120300 + }, + "4": { + "Dice": 0.8471697299783005, + "FN": 1616, + "FP": 9019, + "IoU": 0.7348607613871506, + "TN": 113432429, + "TP": 29476, + "n_pred": 38495, + "n_ref": 31092 + }, + "5": { + "Dice": 0.7060465268999031, + "FN": 11323, + "FP": 6582, + "IoU": 0.5456506293138449, + "TN": 113433132, + "TP": 21503, + "n_pred": 28085, + "n_ref": 32826 + }, + "6": { + "Dice": 0.9613784019353618, + "FN": 37875, + "FP": 50968, + "IoU": 0.9256291258787505, + "TN": 112277946, + "TP": 1105751, + "n_pred": 1156719, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.8661634357750991, + "FN": 32306, + "FP": 25087, + "IoU": 0.763922652615472, + "TN": 113229429, + "TP": 185718, + "n_pred": 210805, + "n_ref": 218024 + }, + "8": { + "Dice": 0.9586740664520823, + "FN": 11001, + "FP": 6550, + "IoU": 0.9206282447857311, + "TN": 113251416, + "TP": 203573, + "n_pred": 210123, + "n_ref": 214574 + }, + "9": { + "Dice": 0.9244708590074145, + "FN": 11043, + "FP": 4512, + "IoU": 0.8595498009047322, + "TN": 113361789, + "TP": 95196, + "n_pred": 99708, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8330515055653981, + "FN": 3287, + "FP": 46374, + "IoU": 0.7138717000265035, + "TN": 75023166, + "TP": 123901, + "n_pred": 170275, + "n_ref": 127188 + }, + "10": { + "Dice": 0.8321004644761741, + "FN": 22663, + "FP": 8569, + "IoU": 0.7124760642215349, + "TN": 75088104, + "TP": 77392, + "n_pred": 85961, + "n_ref": 100055 + }, + "11": { + "Dice": 0.692370261916382, + "FN": 1416, + "FP": 475, + "IoU": 0.5294849465041055, + "TN": 75192709, + "TP": 2128, + "n_pred": 2603, + "n_ref": 3544 + }, + "12": { + "Dice": 0.5716510903426791, + "FN": 1638, + "FP": 562, + "IoU": 0.40021810250817885, + "TN": 75193060, + "TP": 1468, + "n_pred": 2030, + "n_ref": 3106 + }, + "13": { + "Dice": 0.6171958425286538, + "FN": 20581, + "FP": 22437, + "IoU": 0.44633640938517577, + "TN": 75119031, + "TP": 34679, + "n_pred": 57116, + "n_ref": 55260 + }, + "14": { + "Dice": 0.927533158826024, + "FN": 6201, + "FP": 13621, + "IoU": 0.8648595212610021, + "TN": 75050051, + "TP": 126855, + "n_pred": 140476, + "n_ref": 133056 + }, + "15": { + "Dice": 0.7892886494384075, + "FN": 21951, + "FP": 5739, + "IoU": 0.6519214089074933, + "TN": 75117177, + "TP": 51861, + "n_pred": 57600, + "n_ref": 73812 + }, + "2": { + "Dice": 0.9463276153243102, + "FN": 9306, + "FP": 6235, + "IoU": 0.8981232013740028, + "TN": 75044181, + "TP": 137006, + "n_pred": 143241, + "n_ref": 146312 + }, + "3": { + "Dice": 0.9454992874861455, + "FN": 4200, + "FP": 12322, + "IoU": 0.8966321940476861, + "TN": 75036891, + "TP": 143315, + "n_pred": 155637, + "n_ref": 147515 + }, + "4": { + "Dice": 0.8752622901678657, + "FN": 1604, + "FP": 5054, + "IoU": 0.7781923576639904, + "TN": 75166711, + "TP": 23359, + "n_pred": 28413, + "n_ref": 24963 + }, + "5": { + "Dice": 0.7044245096548578, + "FN": 3068, + "FP": 820, + "IoU": 0.543715526346673, + "TN": 75188207, + "TP": 4633, + "n_pred": 5453, + "n_ref": 7701 + }, + "6": { + "Dice": 0.9633721835733668, + "FN": 28707, + "FP": 64658, + "IoU": 0.9293327540584563, + "TN": 73875536, + "TP": 1227827, + "n_pred": 1292485, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.8889077865989589, + "FN": 5474, + "FP": 31104, + "IoU": 0.8000306148110082, + "TN": 75013810, + "TP": 146340, + "n_pred": 177444, + "n_ref": 151814 + }, + "8": { + "Dice": 0.9422356871919226, + "FN": 7609, + "FP": 1848, + "IoU": 0.8907803711873606, + "TN": 75110141, + "TP": 77130, + "n_pred": 78978, + "n_ref": 84739 + }, + "9": { + "Dice": 0.8551177579650401, + "FN": 10335, + "FP": 12334, + "IoU": 0.7469045518996952, + "TN": 75107161, + "TP": 66898, + "n_pred": 79232, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9723282619572671, + "FN": 5970, + "FP": 5976, + "IoU": 0.9461467372929111, + "TN": 86706047, + "TP": 209879, + "n_pred": 215855, + "n_ref": 215849 + }, + "10": { + "Dice": 0.7050118682622886, + "FN": 11801, + "FP": 35921, + "IoU": 0.5444156984792218, + "TN": 86823123, + "TP": 57027, + "n_pred": 92948, + "n_ref": 68828 + }, + "11": { + "Dice": 0.5734657499363381, + "FN": 1464, + "FP": 211, + "IoU": 0.4019992859692967, + "TN": 86925071, + "TP": 1126, + "n_pred": 1337, + "n_ref": 2590 + }, + "12": { + "Dice": 0.6485642946317104, + "FN": 1798, + "FP": 1580, + "IoU": 0.47990762124711317, + "TN": 86921377, + "TP": 3117, + "n_pred": 4697, + "n_ref": 4915 + }, + "13": { + "Dice": 0.5293214792505285, + "FN": 18805, + "FP": 46207, + "IoU": 0.359916509136736, + "TN": 86826304, + "TP": 36556, + "n_pred": 82763, + "n_ref": 55361 + }, + "14": { + "Dice": 0.84542303478745, + "FN": 12667, + "FP": 13154, + "IoU": 0.7322361871577899, + "TN": 86831440, + "TP": 70611, + "n_pred": 83765, + "n_ref": 83278 + }, + "15": { + "Dice": 0.7391066055709454, + "FN": 63534, + "FP": 6441, + "IoU": 0.5861769193466356, + "TN": 86758778, + "TP": 99119, + "n_pred": 105560, + "n_ref": 162653 + }, + "2": { + "Dice": 0.9491953958201649, + "FN": 6337, + "FP": 6282, + "IoU": 0.9033034229622762, + "TN": 86797371, + "TP": 117882, + "n_pred": 124164, + "n_ref": 124219 + }, + "3": { + "Dice": 0.954957007004157, + "FN": 11036, + "FP": 3993, + "IoU": 0.9137968613775065, + "TN": 86753528, + "TP": 159315, + "n_pred": 163308, + "n_ref": 170351 + }, + "4": { + "Dice": 0.8147542370491526, + "FN": 2076, + "FP": 4493, + "IoU": 0.6874137520818463, + "TN": 86906857, + "TP": 14446, + "n_pred": 18939, + "n_ref": 16522 + }, + "5": { + "Dice": 0.8611304954640614, + "FN": 537, + "FP": 1055, + "IoU": 0.7561274509803921, + "TN": 86921344, + "TP": 4936, + "n_pred": 5991, + "n_ref": 5473 + }, + "6": { + "Dice": 0.9485537176285176, + "FN": 37982, + "FP": 85280, + "IoU": 0.9021418721354971, + "TN": 85668273, + "TP": 1136337, + "n_pred": 1221617, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.9078963813284742, + "FN": 158758, + "FP": 16634, + "IoU": 0.831328058808991, + "TN": 85888031, + "TP": 864449, + "n_pred": 881083, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.9348101436386665, + "FN": 2356, + "FP": 4901, + "IoU": 0.8775995547234732, + "TN": 86868583, + "TP": 52032, + "n_pred": 56933, + "n_ref": 54388 + }, + "9": { + "Dice": 0.8284766314544227, + "FN": 5939, + "FP": 12620, + "IoU": 0.7071789207952035, + "TN": 86864492, + "TP": 44821, + "n_pred": 57441, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.797871445791013, + "FN": 3074, + "FP": 40190, + "IoU": 0.6637155760067779, + "TN": 37620947, + "TP": 85389, + "n_pred": 125579, + "n_ref": 88463 + }, + "10": { + "Dice": 0.7847604012739439, + "FN": 16493, + "FP": 6958, + "IoU": 0.6457659889429322, + "TN": 37683398, + "TP": 42751, + "n_pred": 49709, + "n_ref": 59244 + }, + "11": { + "Dice": 0.815718643459537, + "FN": 315, + "FP": 712, + "IoU": 0.6887878787878788, + "TN": 37746300, + "TP": 2273, + "n_pred": 2985, + "n_ref": 2588 + }, + "12": { + "Dice": 0.5714285714285714, + "FN": 1497, + "FP": 633, + "IoU": 0.4, + "TN": 37746050, + "TP": 1420, + "n_pred": 2053, + "n_ref": 2917 + }, + "13": { + "Dice": 0.6746252619137162, + "FN": 13493, + "FP": 16788, + "IoU": 0.5090071830460655, + "TN": 37687927, + "TP": 31392, + "n_pred": 48180, + "n_ref": 44885 + }, + "14": { + "Dice": 0.34528111415562746, + "FN": 16476, + "FP": 301318, + "IoU": 0.20866451522938703, + "TN": 37348008, + "TP": 83798, + "n_pred": 385116, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 8797, + "IoU": 0.0, + "TN": 37740803, + "TP": 0, + "n_pred": 8797, + "n_ref": 0 + }, + "2": { + "Dice": 0.7793104223578744, + "FN": 30910, + "FP": 8352, + "IoU": 0.6384181831577397, + "TN": 37641016, + "TP": 69322, + "n_pred": 77674, + "n_ref": 100232 + }, + "3": { + "Dice": 0.8563841422779324, + "FN": 4528, + "FP": 23703, + "IoU": 0.7488389886300956, + "TN": 37637198, + "TP": 84171, + "n_pred": 107874, + "n_ref": 88699 + }, + "4": { + "Dice": 0.0, + "FN": 11694, + "FP": 0, + "IoU": 0.0, + "TN": 37737906, + "TP": 0, + "n_pred": 0, + "n_ref": 11694 + }, + "5": { + "Dice": 0.8255271695052717, + "FN": 1906, + "FP": 1536, + "IoU": 0.7028916702632715, + "TN": 37738015, + "TP": 8143, + "n_pred": 9679, + "n_ref": 10049 + }, + "6": { + "Dice": 0.937321374385175, + "FN": 78396, + "FP": 10424, + "IoU": 0.8820365365332129, + "TN": 36996655, + "TP": 664125, + "n_pred": 674549, + "n_ref": 742521 + }, + "7": { + "Dice": 0.8963218367753294, + "FN": 32431, + "FP": 39946, + "IoU": 0.8121224706997028, + "TN": 37364365, + "TP": 312858, + "n_pred": 352804, + "n_ref": 345289 + }, + "8": { + "Dice": 0.947529200359389, + "FN": 4264, + "FP": 3912, + "IoU": 0.9002902509817312, + "TN": 37667602, + "TP": 73822, + "n_pred": 77734, + "n_ref": 78086 + }, + "9": { + "Dice": 0.8958603239746454, + "FN": 3255, + "FP": 8722, + "IoU": 0.8113650323657726, + "TN": 37686107, + "TP": 51516, + "n_pred": 60238, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9745075905218452, + "FN": 5512, + "FP": 4560, + "IoU": 0.95028259742824, + "TN": 75704103, + "TP": 192513, + "n_pred": 197073, + "n_ref": 198025 + }, + "10": { + "Dice": 0.882417984140667, + "FN": 16351, + "FP": 9702, + "IoU": 0.7895778310839734, + "TN": 75782875, + "TP": 97760, + "n_pred": 107462, + "n_ref": 114111 + }, + "11": { + "Dice": 0.6889624202316237, + "FN": 1427, + "FP": 1205, + "IoU": 0.5255092842978186, + "TN": 75901141, + "TP": 2915, + "n_pred": 4120, + "n_ref": 4342 + }, + "12": { + "Dice": 0.7672248803827751, + "FN": 1377, + "FP": 569, + "IoU": 0.622355909179119, + "TN": 75901535, + "TP": 3207, + "n_pred": 3776, + "n_ref": 4584 + }, + "13": { + "Dice": 0.7663339035412464, + "FN": 11486, + "FP": 6818, + "IoU": 0.6211842132494464, + "TN": 75858369, + "TP": 30015, + "n_pred": 36833, + "n_ref": 41501 + }, + "14": { + "Dice": 0.9184413710350994, + "FN": 6570, + "FP": 14229, + "IoU": 0.8491831570093322, + "TN": 75768779, + "TP": 117110, + "n_pred": 131339, + "n_ref": 123680 + }, + "15": { + "Dice": 0.729269485018231, + "FN": 70164, + "FP": 16783, + "IoU": 0.5738978299649109, + "TN": 75702636, + "TP": 117105, + "n_pred": 133888, + "n_ref": 187269 + }, + "2": { + "Dice": 0.9572599682833219, + "FN": 7398, + "FP": 9150, + "IoU": 0.9180236100721777, + "TN": 75704825, + "TP": 185315, + "n_pred": 194465, + "n_ref": 192713 + }, + "3": { + "Dice": 0.9675241707896653, + "FN": 8162, + "FP": 8156, + "IoU": 0.9370913520848754, + "TN": 75647296, + "TP": 243074, + "n_pred": 251230, + "n_ref": 251236 + }, + "4": { + "Dice": 0.9123399687435869, + "FN": 1280, + "FP": 4273, + "IoU": 0.8388098693759071, + "TN": 75872238, + "TP": 28897, + "n_pred": 33170, + "n_ref": 30177 + }, + "5": { + "Dice": 0.8653975579271224, + "FN": 628, + "FP": 2172, + "IoU": 0.762731971866791, + "TN": 75894887, + "TP": 9001, + "n_pred": 11173, + "n_ref": 9629 + }, + "6": { + "Dice": 0.974560101759593, + "FN": 61222, + "FP": 24698, + "IoU": 0.9503824684721935, + "TN": 74175042, + "TP": 1645726, + "n_pred": 1670424, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.8685664055395765, + "FN": 15841, + "FP": 62209, + "IoU": 0.7676689200251233, + "TN": 75570745, + "TP": 257893, + "n_pred": 320102, + "n_ref": 273734 + }, + "8": { + "Dice": 0.956561544623735, + "FN": 3982, + "FP": 3989, + "IoU": 0.9167397844071196, + "TN": 75810952, + "TP": 87765, + "n_pred": 91754, + "n_ref": 91747 + }, + "9": { + "Dice": 0.8457668297853304, + "FN": 16304, + "FP": 6105, + "IoU": 0.7327521436834384, + "TN": 75822837, + "TP": 61442, + "n_pred": 67547, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9664407133173428, + "FN": 2376, + "FP": 4060, + "IoU": 0.9350607418170077, + "TN": 61288642, + "TP": 92672, + "n_pred": 96732, + "n_ref": 95048 + }, + "10": { + "Dice": 0.8905308309626999, + "FN": 8088, + "FP": 9113, + "IoU": 0.8026638827065599, + "TN": 61300584, + "TP": 69965, + "n_pred": 79078, + "n_ref": 78053 + }, + "11": { + "Dice": 0.7739613019349032, + "FN": 762, + "FP": 745, + "IoU": 0.6312698801076584, + "TN": 61383663, + "TP": 2580, + "n_pred": 3325, + "n_ref": 3342 + }, + "12": { + "Dice": 0.7915968945044908, + "FN": 769, + "FP": 600, + "IoU": 0.655076845553036, + "TN": 61383781, + "TP": 2600, + "n_pred": 3200, + "n_ref": 3369 + }, + "13": { + "Dice": 0.6105865188211264, + "FN": 13299, + "FP": 20064, + "IoU": 0.43945630806969205, + "TN": 61328231, + "TP": 26156, + "n_pred": 46220, + "n_ref": 39455 + }, + "14": { + "Dice": 0.8854210247399101, + "FN": 2970, + "FP": 13462, + "IoU": 0.7943995395510622, + "TN": 61307828, + "TP": 63490, + "n_pred": 76952, + "n_ref": 66460 + }, + "15": { + "Dice": 0.8634254143646409, + "FN": 7568, + "FP": 3556, + "IoU": 0.7596733424071553, + "TN": 61341463, + "TP": 35163, + "n_pred": 38719, + "n_ref": 42731 + }, + "2": { + "Dice": 0.9676221387730455, + "FN": 4971, + "FP": 3608, + "IoU": 0.9372751732810809, + "TN": 61250978, + "TP": 128193, + "n_pred": 131801, + "n_ref": 133164 + }, + "3": { + "Dice": 0.972981545886058, + "FN": 4788, + "FP": 2367, + "IoU": 0.9473846764764279, + "TN": 61251763, + "TP": 128832, + "n_pred": 131199, + "n_ref": 133620 + }, + "4": { + "Dice": 0.7564938780180799, + "FN": 5754, + "FP": 2758, + "IoU": 0.6083555719149719, + "TN": 61366016, + "TP": 13222, + "n_pred": 15980, + "n_ref": 18976 + }, + "5": { + "Dice": 0.6235084350569194, + "FN": 14057, + "FP": 2413, + "IoU": 0.45296931048226385, + "TN": 61357642, + "TP": 13638, + "n_pred": 16051, + "n_ref": 27695 + }, + "6": { + "Dice": 0.9676347578925998, + "FN": 41471, + "FP": 22295, + "IoU": 0.9372988535698237, + "TN": 60370767, + "TP": 953217, + "n_pred": 975512, + "n_ref": 994688 + }, + "7": { + "Dice": 0.8952695385443924, + "FN": 27197, + "FP": 8585, + "IoU": 0.8103963543874523, + "TN": 61199030, + "TP": 152938, + "n_pred": 161523, + "n_ref": 180135 + }, + "8": { + "Dice": 0.9424099908941388, + "FN": 13967, + "FP": 14430, + "IoU": 0.8910919947994769, + "TN": 61127007, + "TP": 232346, + "n_pred": 246776, + "n_ref": 246313 + }, + "9": { + "Dice": 0.9122000633111744, + "FN": 7676, + "FP": 6192, + "IoU": 0.8385733741517187, + "TN": 61301841, + "TP": 72041, + "n_pred": 78233, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9769817692192609, + "FN": 2666, + "FP": 5950, + "IoU": 0.9549993732503238, + "TN": 39557336, + "TP": 182848, + "n_pred": 188798, + "n_ref": 185514 + }, + "10": { + "Dice": 0.6627534588342028, + "FN": 15306, + "FP": 21867, + "IoU": 0.4956105238877054, + "TN": 39675101, + "TP": 36526, + "n_pred": 58393, + "n_ref": 51832 + }, + "11": { + "Dice": 0.7995310668229777, + "FN": 644, + "FP": 553, + "IoU": 0.666015625, + "TN": 39745216, + "TP": 2387, + "n_pred": 2940, + "n_ref": 3031 + }, + "12": { + "Dice": 0.8521978863531935, + "FN": 678, + "FP": 287, + "IoU": 0.7424606351748065, + "TN": 39745053, + "TP": 2782, + "n_pred": 3069, + "n_ref": 3460 + }, + "13": { + "Dice": 0.6959204594086209, + "FN": 8849, + "FP": 21704, + "IoU": 0.5336487827215142, + "TN": 39683285, + "TP": 34962, + "n_pred": 56666, + "n_ref": 43811 + }, + "14": { + "Dice": 0.33482956760087007, + "FN": 20018, + "FP": 32885, + "IoU": 0.20107825666737142, + "TN": 39682582, + "TP": 13315, + "n_pred": 46200, + "n_ref": 33333 + }, + "15": { + "Dice": 0.7746416794541121, + "FN": 4263, + "FP": 23347, + "IoU": 0.6321756391297977, + "TN": 39673737, + "TP": 47453, + "n_pred": 70800, + "n_ref": 51716 + }, + "2": { + "Dice": 0.9407607728403314, + "FN": 9485, + "FP": 4162, + "IoU": 0.8881475956691719, + "TN": 39626791, + "TP": 108362, + "n_pred": 112524, + "n_ref": 117847 + }, + "3": { + "Dice": 0.9478606093725684, + "FN": 3320, + "FP": 11087, + "IoU": 0.9008888155088676, + "TN": 39603438, + "TP": 130955, + "n_pred": 142042, + "n_ref": 134275 + }, + "4": { + "Dice": 0.8928517650095725, + "FN": 3020, + "FP": 1961, + "IoU": 0.8064428382684387, + "TN": 39723066, + "TP": 20753, + "n_pred": 22714, + "n_ref": 23773 + }, + "5": { + "Dice": 0.8267095265926359, + "FN": 866, + "FP": 1506, + "IoU": 0.7046077210460772, + "TN": 39740770, + "TP": 5658, + "n_pred": 7164, + "n_ref": 6524 + }, + "6": { + "Dice": 0.9735954484162279, + "FN": 24359, + "FP": 24654, + "IoU": 0.9485494261633406, + "TN": 38796177, + "TP": 903610, + "n_pred": 928264, + "n_ref": 927969 + }, + "7": { + "Dice": 0.9143701136239524, + "FN": 100002, + "FP": 18385, + "IoU": 0.8422484726136462, + "TN": 38998335, + "TP": 632078, + "n_pred": 650463, + "n_ref": 732080 + }, + "8": { + "Dice": 0.964426244280465, + "FN": 1372, + "FP": 2181, + "IoU": 0.9312965290534662, + "TN": 39697085, + "TP": 48162, + "n_pred": 50343, + "n_ref": 49534 + }, + "9": { + "Dice": 0.8932105158773882, + "FN": 1096, + "FP": 8596, + "IoU": 0.8070283723245396, + "TN": 39698575, + "TP": 40533, + "n_pred": 49129, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9362306650802117, + "FN": 5681, + "FP": 6753, + "IoU": 0.8801068374008042, + "TN": 101292899, + "TP": 91275, + "n_pred": 98028, + "n_ref": 96956 + }, + "10": { + "Dice": 0.8525635678859468, + "FN": 15952, + "FP": 7027, + "IoU": 0.7430159475720772, + "TN": 101307190, + "TP": 66439, + "n_pred": 73466, + "n_ref": 82391 + }, + "11": { + "Dice": 0.7026034352381981, + "FN": 2277, + "FP": 476, + "IoU": 0.5415487094088259, + "TN": 101390603, + "TP": 3252, + "n_pred": 3728, + "n_ref": 5529 + }, + "12": { + "Dice": 0.694672131147541, + "FN": 2174, + "FP": 508, + "IoU": 0.5321821036106751, + "TN": 101390875, + "TP": 3051, + "n_pred": 3559, + "n_ref": 5225 + }, + "13": { + "Dice": 0.908783581044588, + "FN": 4514, + "FP": 4606, + "IoU": 0.8328169969386445, + "TN": 101342057, + "TP": 45431, + "n_pred": 50037, + "n_ref": 49945 + }, + "14": { + "Dice": 0.9686873546628177, + "FN": 6434, + "FP": 4500, + "IoU": 0.9392761341989659, + "TN": 101216547, + "TP": 169127, + "n_pred": 173627, + "n_ref": 175561 + }, + "15": { + "Dice": 0.5493465061232891, + "FN": 16198, + "FP": 1318, + "IoU": 0.37868898978433596, + "TN": 101368416, + "TP": 10676, + "n_pred": 11994, + "n_ref": 26874 + }, + "2": { + "Dice": 0.9351037176383253, + "FN": 15464, + "FP": 7615, + "IoU": 0.8781171773503597, + "TN": 101207254, + "TP": 166275, + "n_pred": 173890, + "n_ref": 181739 + }, + "3": { + "Dice": 0.9462188075433361, + "FN": 3254, + "FP": 15380, + "IoU": 0.8979272113762352, + "TN": 101214052, + "TP": 163922, + "n_pred": 179302, + "n_ref": 167176 + }, + "4": { + "Dice": 0.7996523610478832, + "FN": 485, + "FP": 4356, + "IoU": 0.6661839746241898, + "TN": 101382106, + "TP": 9661, + "n_pred": 14017, + "n_ref": 10146 + }, + "5": { + "Dice": 0.7474492358470259, + "FN": 12473, + "FP": 5126, + "IoU": 0.596741670867513, + "TN": 101352966, + "TP": 26043, + "n_pred": 31169, + "n_ref": 38516 + }, + "6": { + "Dice": 0.9778491192861563, + "FN": 46234, + "FP": 34604, + "IoU": 0.9566582954986564, + "TN": 99531476, + "TP": 1784294, + "n_pred": 1818898, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.9274169007794528, + "FN": 14535, + "FP": 55352, + "IoU": 0.8646573878083781, + "TN": 100880237, + "TP": 446484, + "n_pred": 501836, + "n_ref": 461019 + }, + "8": { + "Dice": 0.9622220391704617, + "FN": 10413, + "FP": 8849, + "IoU": 0.9271945208793203, + "TN": 101132040, + "TP": 245306, + "n_pred": 254155, + "n_ref": 255719 + }, + "9": { + "Dice": 0.9332934658738308, + "FN": 3904, + "FP": 7920, + "IoU": 0.8749299231005193, + "TN": 101302069, + "TP": 82715, + "n_pred": 90635, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8848707564398522, + "FN": 18822, + "FP": 32746, + "IoU": 0.7935140805874886, + "TN": 73633763, + "TP": 198173, + "n_pred": 230919, + "n_ref": 216995 + }, + "10": { + "Dice": 0.08422120750887874, + "FN": 70612, + "FP": 43103, + "IoU": 0.04396186440677966, + "TN": 73764560, + "TP": 5229, + "n_pred": 48332, + "n_ref": 75841 + }, + "11": { + "Dice": 0.6071360427399352, + "FN": 1486, + "FP": 4691, + "IoU": 0.43589041095890413, + "TN": 73872554, + "TP": 4773, + "n_pred": 9464, + "n_ref": 6259 + }, + "12": { + "Dice": 0.5390304026294166, + "FN": 3245, + "FP": 682, + "IoU": 0.3689538807649044, + "TN": 73877281, + "TP": 2296, + "n_pred": 2978, + "n_ref": 5541 + }, + "13": { + "Dice": 0.010842443499021666, + "FN": 60635, + "FP": 49571, + "IoU": 0.005450771591011642, + "TN": 73772694, + "TP": 604, + "n_pred": 50175, + "n_ref": 61239 + }, + "14": { + "Dice": 0.7836826850279766, + "FN": 13674, + "FP": 34613, + "IoU": 0.6443077603034879, + "TN": 73747749, + "TP": 87468, + "n_pred": 122081, + "n_ref": 101142 + }, + "15": { + "Dice": 0.7552162290244624, + "FN": 77954, + "FP": 15537, + "IoU": 0.6067047519687689, + "TN": 73645792, + "TP": 144221, + "n_pred": 159758, + "n_ref": 222175 + }, + "2": { + "Dice": 0.6737213939105181, + "FN": 80048, + "FP": 27467, + "IoU": 0.5079787842593483, + "TN": 73664987, + "TP": 111002, + "n_pred": 138469, + "n_ref": 191050 + }, + "3": { + "Dice": 0.6883318978609381, + "FN": 22098, + "FP": 127714, + "IoU": 0.5247759678979841, + "TN": 73568259, + "TP": 165433, + "n_pred": 293147, + "n_ref": 187531 + }, + "4": { + "Dice": 0.0, + "FN": 47888, + "FP": 0, + "IoU": 0.0, + "TN": 73835616, + "TP": 0, + "n_pred": 0, + "n_ref": 47888 + }, + "5": { + "Dice": 0.6800786691797099, + "FN": 6829, + "FP": 979, + "IoU": 0.5152418203265661, + "TN": 73867397, + "TP": 8299, + "n_pred": 9278, + "n_ref": 15128 + }, + "6": { + "Dice": 0.8215281308076304, + "FN": 124087, + "FP": 561205, + "IoU": 0.697113059958436, + "TN": 71620970, + "TP": 1577242, + "n_pred": 2138447, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.3956299354702397, + "FN": 82719, + "FP": 191885, + "IoU": 0.2465951866199888, + "TN": 73519020, + "TP": 89880, + "n_pred": 281765, + "n_ref": 172599 + }, + "8": { + "Dice": 0.8896038509713388, + "FN": 7003, + "FP": 10977, + "IoU": 0.8011589843404406, + "TN": 73793080, + "TP": 72444, + "n_pred": 83421, + "n_ref": 79447 + }, + "9": { + "Dice": 0.8008144827019158, + "FN": 7394, + "FP": 33789, + "IoU": 0.6677986609663629, + "TN": 73759534, + "TP": 82787, + "n_pred": 116576, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9662564932300094, + "FN": 5794, + "FP": 6886, + "IoU": 0.9347159008999733, + "TN": 69301548, + "TP": 181548, + "n_pred": 188434, + "n_ref": 187342 + }, + "10": { + "Dice": 0.7769747107486679, + "FN": 14690, + "FP": 15612, + "IoU": 0.6352891617018716, + "TN": 69412691, + "TP": 52783, + "n_pred": 68395, + "n_ref": 67473 + }, + "11": { + "Dice": 0.7406940063091483, + "FN": 526, + "FP": 1529, + "IoU": 0.5881763527054108, + "TN": 69490786, + "TP": 2935, + "n_pred": 4464, + "n_ref": 3461 + }, + "12": { + "Dice": 0.48250282212546364, + "FN": 1656, + "FP": 1553, + "IoU": 0.3179596174282678, + "TN": 69491071, + "TP": 1496, + "n_pred": 3049, + "n_ref": 3152 + }, + "13": { + "Dice": 0.6847311459143611, + "FN": 21921, + "FP": 29552, + "IoU": 0.5206016578187576, + "TN": 69388406, + "TP": 55897, + "n_pred": 85449, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9260352082438815, + "FN": 16239, + "FP": 5294, + "IoU": 0.8622584421316583, + "TN": 69339447, + "TP": 134796, + "n_pred": 140090, + "n_ref": 151035 + }, + "15": { + "Dice": 0.9102986725663716, + "FN": 11705, + "FP": 4513, + "IoU": 0.8353652965718869, + "TN": 69397267, + "TP": 82291, + "n_pred": 86804, + "n_ref": 93996 + }, + "2": { + "Dice": 0.963908281883485, + "FN": 6906, + "FP": 3821, + "IoU": 0.9303310363639906, + "TN": 69341805, + "TP": 143244, + "n_pred": 147065, + "n_ref": 150150 + }, + "3": { + "Dice": 0.9674826602585759, + "FN": 7902, + "FP": 3167, + "IoU": 0.9370134747575909, + "TN": 69320040, + "TP": 164667, + "n_pred": 167834, + "n_ref": 172569 + }, + "4": { + "Dice": 0.611898804559355, + "FN": 19511, + "FP": 2825, + "IoU": 0.44081714400160227, + "TN": 69455832, + "TP": 17608, + "n_pred": 20433, + "n_ref": 37119 + }, + "5": { + "Dice": 0.8579082486884697, + "FN": 3721, + "FP": 1371, + "IoU": 0.7511727912431587, + "TN": 69475312, + "TP": 15372, + "n_pred": 16743, + "n_ref": 19093 + }, + "6": { + "Dice": 0.967522986547129, + "FN": 61413, + "FP": 31787, + "IoU": 0.9370891302572258, + "TN": 68014315, + "TP": 1388261, + "n_pred": 1420048, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.886956699013292, + "FN": 8442, + "FP": 69188, + "IoU": 0.7968752861878858, + "TN": 69113597, + "TP": 304549, + "n_pred": 373737, + "n_ref": 312991 + }, + "8": { + "Dice": 0.8914364737190735, + "FN": 11976, + "FP": 6708, + "IoU": 0.8041365718658602, + "TN": 69400383, + "TP": 76709, + "n_pred": 83417, + "n_ref": 88685 + }, + "9": { + "Dice": 0.924089600800901, + "FN": 6525, + "FP": 5607, + "IoU": 0.8588908532613753, + "TN": 69409800, + "TP": 73844, + "n_pred": 79451, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9498728720806884, + "FN": 4969, + "FP": 15870, + "IoU": 0.9045313151396595, + "TN": 50615271, + "TP": 197442, + "n_pred": 213312, + "n_ref": 202411 + }, + "10": { + "Dice": 0.8731875809043069, + "FN": 8722, + "FP": 10773, + "IoU": 0.7749183148026277, + "TN": 50746939, + "TP": 67118, + "n_pred": 77891, + "n_ref": 75840 + }, + "11": { + "Dice": 0.8313650700506124, + "FN": 1062, + "FP": 1237, + "IoU": 0.7113984433843836, + "TN": 50825586, + "TP": 5667, + "n_pred": 6904, + "n_ref": 6729 + }, + "12": { + "Dice": 0.5460257618598806, + "FN": 3692, + "FP": 643, + "IoU": 0.37554019014693174, + "TN": 50826610, + "TP": 2607, + "n_pred": 3250, + "n_ref": 6299 + }, + "13": { + "Dice": 0.6620241411327762, + "FN": 10474, + "FP": 28110, + "IoU": 0.49479528105482307, + "TN": 50757179, + "TP": 37789, + "n_pred": 65899, + "n_ref": 48263 + }, + "14": { + "Dice": 0.5607362097453686, + "FN": 25115, + "FP": 15028, + "IoU": 0.3895993309511138, + "TN": 50767787, + "TP": 25622, + "n_pred": 40650, + "n_ref": 50737 + }, + "15": { + "Dice": 0.4532612087797774, + "FN": 23863, + "FP": 2416, + "IoU": 0.2930431507586355, + "TN": 50796380, + "TP": 10893, + "n_pred": 13309, + "n_ref": 34756 + }, + "2": { + "Dice": 0.9281585384857022, + "FN": 24446, + "FP": 4599, + "IoU": 0.8659475974874117, + "TN": 50616883, + "TP": 187624, + "n_pred": 192223, + "n_ref": 212070 + }, + "3": { + "Dice": 0.9315272035052907, + "FN": 6906, + "FP": 21942, + "IoU": 0.8718305291078164, + "TN": 50608475, + "TP": 196229, + "n_pred": 218171, + "n_ref": 203135 + }, + "4": { + "Dice": 0.7562127395884527, + "FN": 270, + "FP": 11139, + "IoU": 0.6079920285871357, + "TN": 50804448, + "TP": 17695, + "n_pred": 28834, + "n_ref": 17965 + }, + "5": { + "Dice": 0.8795312795312795, + "FN": 1210, + "FP": 1977, + "IoU": 0.7849672761622023, + "TN": 50818731, + "TP": 11634, + "n_pred": 13611, + "n_ref": 12844 + }, + "6": { + "Dice": 0.9781603219654783, + "FN": 33613, + "FP": 62964, + "IoU": 0.9572541984736204, + "TN": 48574219, + "TP": 2162756, + "n_pred": 2225720, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.7573226203412023, + "FN": 7427, + "FP": 134167, + "IoU": 0.6094281852536342, + "TN": 50471022, + "TP": 220936, + "n_pred": 355103, + "n_ref": 228363 + }, + "8": { + "Dice": 0.960483934323199, + "FN": 5116, + "FP": 2932, + "IoU": 0.9239721886336155, + "TN": 50727696, + "TP": 97808, + "n_pred": 100740, + "n_ref": 102924 + }, + "9": { + "Dice": 0.9301057823349991, + "FN": 7628, + "FP": 8527, + "IoU": 0.869343685551377, + "TN": 50709907, + "TP": 107490, + "n_pred": 116017, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9724033380222789, + "FN": 7336, + "FP": 4278, + "IoU": 0.9462889224949244, + "TN": 76668629, + "TP": 204617, + "n_pred": 208895, + "n_ref": 211953 + }, + "10": { + "Dice": 0.7503791050856664, + "FN": 15228, + "FP": 17859, + "IoU": 0.6004854017242628, + "TN": 76802042, + "TP": 49731, + "n_pred": 67590, + "n_ref": 64959 + }, + "11": { + "Dice": 0.7186659494351803, + "FN": 870, + "FP": 699, + "IoU": 0.5608732157850546, + "TN": 76881287, + "TP": 2004, + "n_pred": 2703, + "n_ref": 2874 + }, + "12": { + "Dice": 0.7733979299713719, + "FN": 853, + "FP": 176, + "IoU": 0.6305206463195692, + "TN": 76882075, + "TP": 1756, + "n_pred": 1932, + "n_ref": 2609 + }, + "13": { + "Dice": 0.5017795148365685, + "FN": 19802, + "FP": 25834, + "IoU": 0.3349170030750397, + "TN": 76816243, + "TP": 22981, + "n_pred": 48815, + "n_ref": 42783 + }, + "14": { + "Dice": 0.8951323594926024, + "FN": 5156, + "FP": 12734, + "IoU": 0.810171577729911, + "TN": 76790617, + "TP": 76353, + "n_pred": 89087, + "n_ref": 81509 + }, + "15": { + "Dice": 0.42718106435161757, + "FN": 29042, + "FP": 386, + "IoU": 0.27160218806465186, + "TN": 76844459, + "TP": 10973, + "n_pred": 11359, + "n_ref": 40015 + }, + "2": { + "Dice": 0.9426693253699445, + "FN": 5093, + "FP": 6925, + "IoU": 0.8915558282651459, + "TN": 76774038, + "TP": 98804, + "n_pred": 105729, + "n_ref": 103897 + }, + "3": { + "Dice": 0.9485487053271769, + "FN": 4143, + "FP": 5975, + "IoU": 0.9021328045654592, + "TN": 76781475, + "TP": 93267, + "n_pred": 99242, + "n_ref": 97410 + }, + "4": { + "Dice": 0.8561879018118059, + "FN": 1443, + "FP": 6431, + "IoU": 0.7485389454859004, + "TN": 76853547, + "TP": 23439, + "n_pred": 29870, + "n_ref": 24882 + }, + "5": { + "Dice": 0.8635072711719418, + "FN": 3137, + "FP": 852, + "IoU": 0.7598000843018005, + "TN": 76868253, + "TP": 12618, + "n_pred": 13470, + "n_ref": 15755 + }, + "6": { + "Dice": 0.9689382687756443, + "FN": 31769, + "FP": 38711, + "IoU": 0.9397480669028985, + "TN": 75715105, + "TP": 1099275, + "n_pred": 1137986, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.7943256081199811, + "FN": 18764, + "FP": 54975, + "IoU": 0.6588226584802735, + "TN": 76668729, + "TP": 142392, + "n_pred": 197367, + "n_ref": 161156 + }, + "8": { + "Dice": 0.9569180868177716, + "FN": 4141, + "FP": 2447, + "IoU": 0.9173949569295199, + "TN": 76805107, + "TP": 73165, + "n_pred": 75612, + "n_ref": 77306 + }, + "9": { + "Dice": 0.9097001500112077, + "FN": 12629, + "FP": 3082, + "IoU": 0.8343577686638762, + "TN": 76790011, + "TP": 79138, + "n_pred": 82220, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.908712767725745, + "FN": 12501, + "FP": 10016, + "IoU": 0.832698065963786, + "TN": 130865343, + "TP": 112072, + "n_pred": 122088, + "n_ref": 124573 + }, + "10": { + "Dice": 0.6699853737394473, + "FN": 18398, + "FP": 20185, + "IoU": 0.5037428615527088, + "TN": 130922184, + "TP": 39165, + "n_pred": 59350, + "n_ref": 57563 + }, + "11": { + "Dice": 0.7329039590831596, + "FN": 1699, + "FP": 1121, + "IoU": 0.578412318732247, + "TN": 130993243, + "TP": 3869, + "n_pred": 4990, + "n_ref": 5568 + }, + "12": { + "Dice": 0.7543164259321464, + "FN": 1688, + "FP": 1969, + "IoU": 0.6055441699924495, + "TN": 130990661, + "TP": 5614, + "n_pred": 7583, + "n_ref": 7302 + }, + "13": { + "Dice": 0.6019696834861025, + "FN": 37831, + "FP": 15841, + "IoU": 0.43058414139913853, + "TN": 130905674, + "TP": 40586, + "n_pred": 56427, + "n_ref": 78417 + }, + "14": { + "Dice": 0.42295151999215425, + "FN": 691678, + "FP": 2625, + "IoU": 0.26819183135704877, + "TN": 130051182, + "TP": 254447, + "n_pred": 257072, + "n_ref": 946125 + }, + "15": { + "Dice": 0.18705399619410085, + "FN": 12728, + "FP": 96636, + "IoU": 0.10317681596772342, + "TN": 130877986, + "TP": 12582, + "n_pred": 109218, + "n_ref": 25310 + }, + "2": { + "Dice": 0.7957078884649502, + "FN": 69951, + "FP": 6509, + "IoU": 0.6607266466693882, + "TN": 130774568, + "TP": 148904, + "n_pred": 155413, + "n_ref": 218855 + }, + "3": { + "Dice": 0.8686994220116047, + "FN": 11830, + "FP": 70155, + "IoU": 0.7678767596462021, + "TN": 130646736, + "TP": 271211, + "n_pred": 341366, + "n_ref": 283041 + }, + "4": { + "Dice": 0.0, + "FN": 2280, + "FP": 6741, + "IoU": 0.0, + "TN": 130990911, + "TP": 0, + "n_pred": 6741, + "n_ref": 2280 + }, + "5": { + "Dice": 0.7155089897813995, + "FN": 9890, + "FP": 1107, + "IoU": 0.5570369773624426, + "TN": 130975106, + "TP": 13829, + "n_pred": 14936, + "n_ref": 23719 + }, + "6": { + "Dice": 0.9240784882480355, + "FN": 54706, + "FP": 178347, + "IoU": 0.8588716538842345, + "TN": 129348577, + "TP": 1418302, + "n_pred": 1596649, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.7032104490681927, + "FN": 61528, + "FP": 58789, + "IoU": 0.5422702924795325, + "TN": 130737076, + "TP": 142539, + "n_pred": 201328, + "n_ref": 204067 + }, + "8": { + "Dice": 0.9513266838224572, + "FN": 5322, + "FP": 7029, + "IoU": 0.9071716321438235, + "TN": 130866880, + "TP": 120701, + "n_pred": 127730, + "n_ref": 126023 + }, + "9": { + "Dice": 0.7814156674478396, + "FN": 5703, + "FP": 23118, + "IoU": 0.6412487396840808, + "TN": 130919595, + "TP": 51516, + "n_pred": 74634, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9551876304176786, + "FN": 1571, + "FP": 3669, + "IoU": 0.914219297384016, + "TN": 74365612, + "TP": 55846, + "n_pred": 59515, + "n_ref": 57417 + }, + "10": { + "Dice": 0.6948653523037319, + "FN": 33697, + "FP": 5893, + "IoU": 0.5324089384419143, + "TN": 74342030, + "TP": 45078, + "n_pred": 50971, + "n_ref": 78775 + }, + "11": { + "Dice": 0.5939329430548164, + "FN": 1272, + "FP": 254, + "IoU": 0.42240726722180166, + "TN": 74424056, + "TP": 1116, + "n_pred": 1370, + "n_ref": 2388 + }, + "12": { + "Dice": 0.7263850562513267, + "FN": 746, + "FP": 543, + "IoU": 0.5703333333333334, + "TN": 74423698, + "TP": 1711, + "n_pred": 2254, + "n_ref": 2457 + }, + "13": { + "Dice": 0.4893684014368241, + "FN": 65249, + "FP": 14216, + "IoU": 0.3239495333622589, + "TN": 74309155, + "TP": 38078, + "n_pred": 52294, + "n_ref": 103327 + }, + "14": { + "Dice": 0.9240202772667109, + "FN": 16962, + "FP": 8353, + "IoU": 0.8587710881014015, + "TN": 74247450, + "TP": 153933, + "n_pred": 162286, + "n_ref": 170895 + }, + "15": { + "Dice": 0.3175143808658795, + "FN": 18023, + "FP": 11, + "IoU": 0.18871744118043995, + "TN": 74404469, + "TP": 4195, + "n_pred": 4206, + "n_ref": 22218 + }, + "2": { + "Dice": 0.9221975390867052, + "FN": 9367, + "FP": 9090, + "IoU": 0.8556276057351595, + "TN": 74298855, + "TP": 109386, + "n_pred": 118476, + "n_ref": 118753 + }, + "3": { + "Dice": 0.9540718544658068, + "FN": 5744, + "FP": 6334, + "IoU": 0.9121772451954889, + "TN": 74289171, + "TP": 125449, + "n_pred": 131783, + "n_ref": 131193 + }, + "4": { + "Dice": 0.5677084518904646, + "FN": 17990, + "FP": 1001, + "IoU": 0.39636375194685486, + "TN": 74395237, + "TP": 12470, + "n_pred": 13471, + "n_ref": 30460 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 74426698, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9695128172641478, + "FN": 22883, + "FP": 31499, + "IoU": 0.9408295741148156, + "TN": 73507624, + "TP": 864692, + "n_pred": 896191, + "n_ref": 887575 + }, + "7": { + "Dice": 0.8513616469711311, + "FN": 21447, + "FP": 23620, + "IoU": 0.7411920773202093, + "TN": 74252565, + "TP": 129066, + "n_pred": 152686, + "n_ref": 150513 + }, + "8": { + "Dice": 0.7771127918447879, + "FN": 1876, + "FP": 21847, + "IoU": 0.6354738087555125, + "TN": 74361619, + "TP": 41356, + "n_pred": 63203, + "n_ref": 43232 + }, + "9": { + "Dice": 0.8299305658147437, + "FN": 5683, + "FP": 5829, + "IoU": 0.709300270195197, + "TN": 74387097, + "TP": 28089, + "n_pred": 33918, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9759122346768424, + "FN": 3319, + "FP": 3448, + "IoU": 0.9529576152771309, + "TN": 106502839, + "TP": 137082, + "n_pred": 140530, + "n_ref": 140401 + }, + "10": { + "Dice": 0.8691572703900888, + "FN": 13472, + "FP": 12382, + "IoU": 0.7685925262922354, + "TN": 106534963, + "TP": 85871, + "n_pred": 98253, + "n_ref": 99343 + }, + "11": { + "Dice": 0.6230522709691678, + "FN": 1832, + "FP": 1579, + "IoU": 0.45248796147672554, + "TN": 106640458, + "TP": 2819, + "n_pred": 4398, + "n_ref": 4651 + }, + "12": { + "Dice": 0.8091575423038639, + "FN": 999, + "FP": 1110, + "IoU": 0.679483282674772, + "TN": 106640108, + "TP": 4471, + "n_pred": 5581, + "n_ref": 5470 + }, + "13": { + "Dice": 0.7212724402707548, + "FN": 13984, + "FP": 6852, + "IoU": 0.564054817449524, + "TN": 106598893, + "TP": 26959, + "n_pred": 33811, + "n_ref": 40943 + }, + "14": { + "Dice": 0.918262544131807, + "FN": 1591, + "FP": 10633, + "IoU": 0.8488774601918703, + "TN": 106565800, + "TP": 68664, + "n_pred": 79297, + "n_ref": 70255 + }, + "15": { + "Dice": 0.16209968042428777, + "FN": 24177, + "FP": 469, + "IoU": 0.0881982981871994, + "TN": 106619658, + "TP": 2384, + "n_pred": 2853, + "n_ref": 26561 + }, + "2": { + "Dice": 0.9123902295451265, + "FN": 25476, + "FP": 5481, + "IoU": 0.8388948447599321, + "TN": 106454534, + "TP": 161197, + "n_pred": 166678, + "n_ref": 186673 + }, + "3": { + "Dice": 0.9035416418534908, + "FN": 2561, + "FP": 29024, + "IoU": 0.8240546803627532, + "TN": 106467172, + "TP": 147931, + "n_pred": 176955, + "n_ref": 150492 + }, + "4": { + "Dice": 0.8375513735669479, + "FN": 403, + "FP": 3352, + "IoU": 0.7205061406773353, + "TN": 106633253, + "TP": 9680, + "n_pred": 13032, + "n_ref": 10083 + }, + "5": { + "Dice": 0.7699316628701595, + "FN": 1062, + "FP": 958, + "IoU": 0.6259259259259259, + "TN": 106641288, + "TP": 3380, + "n_pred": 4338, + "n_ref": 4442 + }, + "6": { + "Dice": 0.9744300807901269, + "FN": 38552, + "FP": 26213, + "IoU": 0.9501352004755115, + "TN": 105347876, + "TP": 1234047, + "n_pred": 1260260, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.9059435021941912, + "FN": 12212, + "FP": 55195, + "IoU": 0.828059157832444, + "TN": 106254652, + "TP": 324629, + "n_pred": 379824, + "n_ref": 336841 + }, + "8": { + "Dice": 0.954474800800997, + "FN": 2871, + "FP": 3631, + "IoU": 0.9129141999946425, + "TN": 106572026, + "TP": 68160, + "n_pred": 71791, + "n_ref": 71031 + }, + "9": { + "Dice": 0.9238147085629699, + "FN": 9570, + "FP": 2885, + "IoU": 0.858416032920688, + "TN": 106558719, + "TP": 75514, + "n_pred": 78399, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9537741941796974, + "FN": 8539, + "FP": 5633, + "IoU": 0.9116332142389495, + "TN": 107966551, + "TP": 146205, + "n_pred": 151838, + "n_ref": 154744 + }, + "10": { + "Dice": 0.8606671622375023, + "FN": 7041, + "FP": 16951, + "IoU": 0.7554132854870937, + "TN": 108028836, + "TP": 74100, + "n_pred": 91051, + "n_ref": 81141 + }, + "11": { + "Dice": 0.7199859377746528, + "FN": 989, + "FP": 604, + "IoU": 0.5624828343861576, + "TN": 108123287, + "TP": 2048, + "n_pred": 2652, + "n_ref": 3037 + }, + "12": { + "Dice": 0.7771883289124668, + "FN": 1044, + "FP": 636, + "IoU": 0.6355748373101953, + "TN": 108122318, + "TP": 2930, + "n_pred": 3566, + "n_ref": 3974 + }, + "13": { + "Dice": 0.7703562567095843, + "FN": 23244, + "FP": 9057, + "IoU": 0.6264873553116942, + "TN": 108040449, + "TP": 54178, + "n_pred": 63235, + "n_ref": 77422 + }, + "14": { + "Dice": 0.7426980242776378, + "FN": 9087, + "FP": 12258, + "IoU": 0.5907077524879676, + "TN": 108074777, + "TP": 30806, + "n_pred": 43064, + "n_ref": 39893 + }, + "15": { + "Dice": 0.6423190092799173, + "FN": 7366, + "FP": 14758, + "IoU": 0.4731000976446212, + "TN": 108084939, + "TP": 19865, + "n_pred": 34623, + "n_ref": 27231 + }, + "2": { + "Dice": 0.9555606882398698, + "FN": 10432, + "FP": 6307, + "IoU": 0.9149030273760199, + "TN": 107930223, + "TP": 179966, + "n_pred": 186273, + "n_ref": 190398 + }, + "3": { + "Dice": 0.9633797151727692, + "FN": 8627, + "FP": 5940, + "IoU": 0.9293467716902064, + "TN": 107920752, + "TP": 191609, + "n_pred": 197549, + "n_ref": 200236 + }, + "4": { + "Dice": 0.9445114771257033, + "FN": 823, + "FP": 2994, + "IoU": 0.894857174338209, + "TN": 108090625, + "TP": 32486, + "n_pred": 35480, + "n_ref": 33309 + }, + "5": { + "Dice": 0.7394300031318509, + "FN": 1516, + "FP": 148, + "IoU": 0.586583850931677, + "TN": 108122903, + "TP": 2361, + "n_pred": 2509, + "n_ref": 3877 + }, + "6": { + "Dice": 0.9672088445603975, + "FN": 72102, + "FP": 23320, + "IoU": 0.9364999297933663, + "TN": 106624221, + "TP": 1407285, + "n_pred": 1430605, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.8621574374450987, + "FN": 8559, + "FP": 70686, + "IoU": 0.7577124163023206, + "TN": 107799858, + "TP": 247825, + "n_pred": 318511, + "n_ref": 256384 + }, + "8": { + "Dice": 0.9500756429652042, + "FN": 2351, + "FP": 1939, + "IoU": 0.9048991354466859, + "TN": 108081818, + "TP": 40820, + "n_pred": 42759, + "n_ref": 43171 + }, + "9": { + "Dice": 0.9166846587501499, + "FN": 4420, + "FP": 5999, + "IoU": 0.8461845077284202, + "TN": 108059191, + "TP": 57318, + "n_pred": 63317, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8545673638963328, + "FN": 5706, + "FP": 34725, + "IoU": 0.7460651433883103, + "TN": 62410942, + "TP": 118787, + "n_pred": 153512, + "n_ref": 124493 + }, + "10": { + "Dice": 0.7881366650405622, + "FN": 15525, + "FP": 7927, + "IoU": 0.6503511099846436, + "TN": 62503087, + "TP": 43621, + "n_pred": 51548, + "n_ref": 59146 + }, + "11": { + "Dice": 0.689225771521386, + "FN": 779, + "FP": 369, + "IoU": 0.5258157786038827, + "TN": 62567739, + "TP": 1273, + "n_pred": 1642, + "n_ref": 2052 + }, + "12": { + "Dice": 0.7063310450038138, + "FN": 1026, + "FP": 1669, + "IoU": 0.5459905660377359, + "TN": 62564224, + "TP": 3241, + "n_pred": 4910, + "n_ref": 4267 + }, + "13": { + "Dice": 0.7774458385890372, + "FN": 6577, + "FP": 13537, + "IoU": 0.6359193425768381, + "TN": 62514914, + "TP": 35132, + "n_pred": 48669, + "n_ref": 41709 + }, + "14": { + "Dice": 0.8636023270548931, + "FN": 84562, + "FP": 686, + "IoU": 0.7599472857215267, + "TN": 62215038, + "TP": 269874, + "n_pred": 270560, + "n_ref": 354436 + }, + "15": { + "Dice": 0.5800919197498753, + "FN": 37255, + "FP": 41044, + "IoU": 0.40854188226584986, + "TN": 62437777, + "TP": 54084, + "n_pred": 95128, + "n_ref": 91339 + }, + "2": { + "Dice": 0.9495468340809308, + "FN": 7293, + "FP": 9680, + "IoU": 0.9039401897086455, + "TN": 62393468, + "TP": 159719, + "n_pred": 169399, + "n_ref": 167012 + }, + "3": { + "Dice": 0.9625535983670922, + "FN": 5878, + "FP": 9239, + "IoU": 0.9278104361363279, + "TN": 62360753, + "TP": 194290, + "n_pred": 203529, + "n_ref": 200168 + }, + "4": { + "Dice": 0.8952600781550548, + "FN": 1372, + "FP": 3801, + "IoU": 0.8103808511418203, + "TN": 62542879, + "TP": 22108, + "n_pred": 25909, + "n_ref": 23480 + }, + "5": { + "Dice": 0.6651413388441951, + "FN": 3669, + "FP": 868, + "IoU": 0.49828596704633416, + "TN": 62561117, + "TP": 4506, + "n_pred": 5374, + "n_ref": 8175 + }, + "6": { + "Dice": 0.9642018242327558, + "FN": 71948, + "FP": 30939, + "IoU": 0.9308780868614149, + "TN": 61081674, + "TP": 1385599, + "n_pred": 1416538, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.8339745756414221, + "FN": 13447, + "FP": 55812, + "IoU": 0.715228466051832, + "TN": 62326951, + "TP": 173950, + "n_pred": 229762, + "n_ref": 187397 + }, + "8": { + "Dice": 0.902750133902889, + "FN": 1863, + "FP": 12844, + "IoU": 0.8227388872818436, + "TN": 62487192, + "TP": 68261, + "n_pred": 81105, + "n_ref": 70124 + }, + "9": { + "Dice": 0.815947036159398, + "FN": 4488, + "FP": 15862, + "IoU": 0.6891136301139662, + "TN": 62504702, + "TP": 45108, + "n_pred": 60970, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9112538547702349, + "FN": 17126, + "FP": 34214, + "IoU": 0.8369755050456938, + "TN": 55066326, + "TP": 263582, + "n_pred": 297796, + "n_ref": 280708 + }, + "10": { + "Dice": 0.8646728971962617, + "FN": 9492, + "FP": 11504, + "IoU": 0.7616068488640105, + "TN": 55293175, + "TP": 67077, + "n_pred": 78581, + "n_ref": 76569 + }, + "11": { + "Dice": 0.7282304157794464, + "FN": 1078, + "FP": 1347, + "IoU": 0.5726119139936553, + "TN": 55375574, + "TP": 3249, + "n_pred": 4596, + "n_ref": 4327 + }, + "12": { + "Dice": 0.7591274932928963, + "FN": 1474, + "FP": 591, + "IoU": 0.611769129535627, + "TN": 55375929, + "TP": 3254, + "n_pred": 3845, + "n_ref": 4728 + }, + "13": { + "Dice": 0.7134026062780547, + "FN": 8940, + "FP": 27964, + "IoU": 0.5544878372668558, + "TN": 55298413, + "TP": 45931, + "n_pred": 73895, + "n_ref": 54871 + }, + "14": { + "Dice": 0.9197105253893776, + "FN": 3747, + "FP": 12218, + "IoU": 0.8513556292130647, + "TN": 55273844, + "TP": 91439, + "n_pred": 103657, + "n_ref": 95186 + }, + "15": { + "Dice": 0.8052542590743249, + "FN": 6418, + "FP": 32974, + "IoU": 0.6739963420588746, + "TN": 55260415, + "TP": 81441, + "n_pred": 114415, + "n_ref": 87859 + }, + "2": { + "Dice": 0.9602464223833664, + "FN": 8324, + "FP": 7163, + "IoU": 0.9235326937604613, + "TN": 55178717, + "TP": 187044, + "n_pred": 194207, + "n_ref": 195368 + }, + "3": { + "Dice": 0.9646990006235756, + "FN": 9073, + "FP": 3721, + "IoU": 0.9318053408666915, + "TN": 55193638, + "TP": 174816, + "n_pred": 178537, + "n_ref": 183889 + }, + "4": { + "Dice": 0.7361111111111112, + "FN": 2268, + "FP": 1418, + "IoU": 0.5824175824175825, + "TN": 55372421, + "TP": 5141, + "n_pred": 6559, + "n_ref": 7409 + }, + "5": { + "Dice": 0.7538759689922481, + "FN": 2139, + "FP": 147, + "IoU": 0.6049766718506998, + "TN": 55375461, + "TP": 3501, + "n_pred": 3648, + "n_ref": 5640 + }, + "6": { + "Dice": 0.9635213528214105, + "FN": 76964, + "FP": 30697, + "IoU": 0.9296104222158585, + "TN": 53851746, + "TP": 1421841, + "n_pred": 1452538, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.89063766261463, + "FN": 29086, + "FP": 6810, + "IoU": 0.8028374793340767, + "TN": 55199185, + "TP": 146167, + "n_pred": 152977, + "n_ref": 175253 + }, + "8": { + "Dice": 0.9381508591600478, + "FN": 1873, + "FP": 4084, + "IoU": 0.8835067271589487, + "TN": 55330112, + "TP": 45179, + "n_pred": 49263, + "n_ref": 47052 + }, + "9": { + "Dice": 0.8950608335990877, + "FN": 4606, + "FP": 6253, + "IoU": 0.8100544001119487, + "TN": 55324079, + "TP": 46310, + "n_pred": 52563, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9741817335896328, + "FN": 10256, + "FP": 4505, + "IoU": 0.9496630792104869, + "TN": 110853371, + "TP": 278483, + "n_pred": 282988, + "n_ref": 288739 + }, + "10": { + "Dice": 0.7845877136225758, + "FN": 16187, + "FP": 20102, + "IoU": 0.6455321559740564, + "TN": 111044239, + "TP": 66087, + "n_pred": 86189, + "n_ref": 82274 + }, + "11": { + "Dice": 0.7767318368332127, + "FN": 416, + "FP": 1434, + "IoU": 0.6349644830307813, + "TN": 111141547, + "TP": 3218, + "n_pred": 4652, + "n_ref": 3634 + }, + "12": { + "Dice": 0.7903545078279647, + "FN": 908, + "FP": 257, + "IoU": 0.6533769711395419, + "TN": 111143254, + "TP": 2196, + "n_pred": 2453, + "n_ref": 3104 + }, + "13": { + "Dice": 0.778452988059975, + "FN": 11610, + "FP": 17410, + "IoU": 0.6372681365931704, + "TN": 111066611, + "TP": 50984, + "n_pred": 68394, + "n_ref": 62594 + }, + "14": { + "Dice": 0.7647099248182305, + "FN": 13297, + "FP": 3822, + "IoU": 0.6190529173527972, + "TN": 111101677, + "TP": 27819, + "n_pred": 31641, + "n_ref": 41116 + }, + "15": { + "Dice": 0.6103088075803413, + "FN": 3980, + "FP": 23328, + "IoU": 0.43916865193460936, + "TN": 111097923, + "TP": 21384, + "n_pred": 44712, + "n_ref": 25364 + }, + "2": { + "Dice": 0.9406923155268117, + "FN": 8108, + "FP": 10526, + "IoU": 0.8880255749250359, + "TN": 110980202, + "TP": 147779, + "n_pred": 158305, + "n_ref": 155887 + }, + "3": { + "Dice": 0.938630763261925, + "FN": 20775, + "FP": 8488, + "IoU": 0.8843583653758759, + "TN": 110893566, + "TP": 223786, + "n_pred": 232274, + "n_ref": 244561 + }, + "4": { + "Dice": 0.8989661535350472, + "FN": 1056, + "FP": 2941, + "IoU": 0.8164745856099913, + "TN": 111124836, + "TP": 17782, + "n_pred": 20723, + "n_ref": 18838 + }, + "5": { + "Dice": 0.8230812116706931, + "FN": 338, + "FP": 1566, + "IoU": 0.6993525975051319, + "TN": 111140282, + "TP": 4429, + "n_pred": 5995, + "n_ref": 4767 + }, + "6": { + "Dice": 0.977601246982322, + "FN": 23087, + "FP": 49366, + "IoU": 0.9561839195293096, + "TN": 109493044, + "TP": 1581118, + "n_pred": 1630484, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.5548894017437064, + "FN": 179619, + "FP": 139771, + "IoU": 0.38397711733153833, + "TN": 110628144, + "TP": 199081, + "n_pred": 338852, + "n_ref": 378700 + }, + "8": { + "Dice": 0.9385564000915315, + "FN": 4670, + "FP": 5265, + "IoU": 0.8842263500128185, + "TN": 111060801, + "TP": 75879, + "n_pred": 81144, + "n_ref": 80549 + }, + "9": { + "Dice": 0.9119718309859155, + "FN": 5867, + "FP": 3783, + "IoU": 0.8381877022653722, + "TN": 111086978, + "TP": 49987, + "n_pred": 53770, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.970158068784717, + "FN": 7538, + "FP": 4437, + "IoU": 0.9420456085332094, + "TN": 96914397, + "TP": 194653, + "n_pred": 199090, + "n_ref": 202191 + }, + "10": { + "Dice": 0.8892026444688311, + "FN": 7958, + "FP": 8600, + "IoU": 0.800508427609306, + "TN": 97038024, + "TP": 66443, + "n_pred": 75043, + "n_ref": 74401 + }, + "11": { + "Dice": 0.7845430278378035, + "FN": 826, + "FP": 869, + "IoU": 0.6454716586488183, + "TN": 97116244, + "TP": 3086, + "n_pred": 3955, + "n_ref": 3912 + }, + "12": { + "Dice": 0.7162790697674418, + "FN": 1895, + "FP": 789, + "IoU": 0.5579710144927537, + "TN": 97114953, + "TP": 3388, + "n_pred": 4177, + "n_ref": 5283 + }, + "13": { + "Dice": 0.8761387828688697, + "FN": 5690, + "FP": 7226, + "IoU": 0.7795791593426284, + "TN": 97062428, + "TP": 45681, + "n_pred": 52907, + "n_ref": 51371 + }, + "14": { + "Dice": 0.9157777190043787, + "FN": 8655, + "FP": 14273, + "IoU": 0.8446401951483941, + "TN": 96973445, + "TP": 124652, + "n_pred": 138925, + "n_ref": 133307 + }, + "15": { + "Dice": 0.8855953779201998, + "FN": 3278, + "FP": 13573, + "IoU": 0.7946802807291159, + "TN": 97038953, + "TP": 65221, + "n_pred": 78794, + "n_ref": 68499 + }, + "2": { + "Dice": 0.962521609538003, + "FN": 5931, + "FP": 6643, + "IoU": 0.9277509954779731, + "TN": 96946988, + "TP": 161463, + "n_pred": 168106, + "n_ref": 167394 + }, + "3": { + "Dice": 0.9519512978336878, + "FN": 7883, + "FP": 13514, + "IoU": 0.9083082645548899, + "TN": 96887667, + "TP": 211961, + "n_pred": 225475, + "n_ref": 219844 + }, + "4": { + "Dice": 0.8412380902247724, + "FN": 1252, + "FP": 4780, + "IoU": 0.7259801026666061, + "TN": 97099012, + "TP": 15981, + "n_pred": 20761, + "n_ref": 17233 + }, + "5": { + "Dice": 0.8416921064108155, + "FN": 2808, + "FP": 822, + "IoU": 0.7266566265060241, + "TN": 97107745, + "TP": 9650, + "n_pred": 10472, + "n_ref": 12458 + }, + "6": { + "Dice": 0.9788444425377332, + "FN": 36160, + "FP": 30905, + "IoU": 0.9585654559529759, + "TN": 95502448, + "TP": 1551512, + "n_pred": 1582417, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.9219484193951104, + "FN": 32846, + "FP": 16920, + "IoU": 0.8551988012278685, + "TN": 96777340, + "TP": 293919, + "n_pred": 310839, + "n_ref": 326765 + }, + "8": { + "Dice": 0.9507320914192308, + "FN": 4722, + "FP": 5164, + "IoU": 0.9060908883653773, + "TN": 97015753, + "TP": 95386, + "n_pred": 100550, + "n_ref": 100108 + }, + "9": { + "Dice": 0.9360840745091459, + "FN": 6195, + "FP": 5993, + "IoU": 0.8798477887970977, + "TN": 97019587, + "TP": 89250, + "n_pred": 95243, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9634885103261626, + "FN": 6676, + "FP": 7759, + "IoU": 0.9295492813392225, + "TN": 78851510, + "TP": 190460, + "n_pred": 198219, + "n_ref": 197136 + }, + "10": { + "Dice": 0.846782988004362, + "FN": 9150, + "FP": 21198, + "IoU": 0.7342789598108747, + "TN": 78942195, + "TP": 83862, + "n_pred": 105060, + "n_ref": 93012 + }, + "11": { + "Dice": 0.6581939799331104, + "FN": 1041, + "FP": 1003, + "IoU": 0.4905284147557328, + "TN": 79052393, + "TP": 1968, + "n_pred": 2971, + "n_ref": 3009 + }, + "12": { + "Dice": 0.5632667367683141, + "FN": 1397, + "FP": 1095, + "IoU": 0.3920468406928519, + "TN": 79052306, + "TP": 1607, + "n_pred": 2702, + "n_ref": 3004 + }, + "13": { + "Dice": 0.7228329414062182, + "FN": 21058, + "FP": 13005, + "IoU": 0.5659658511722732, + "TN": 78977925, + "TP": 44417, + "n_pred": 57422, + "n_ref": 65475 + }, + "14": { + "Dice": 0.5371335660657071, + "FN": 21030, + "FP": 8007, + "IoU": 0.36717881660673424, + "TN": 79010520, + "TP": 16848, + "n_pred": 24855, + "n_ref": 37878 + }, + "15": { + "Dice": 0.605450980894658, + "FN": 14907, + "FP": 15884, + "IoU": 0.43415539547192, + "TN": 79001989, + "TP": 23625, + "n_pred": 39509, + "n_ref": 38532 + }, + "2": { + "Dice": 0.9264433960633868, + "FN": 5526, + "FP": 11500, + "IoU": 0.8629665102577929, + "TN": 78932158, + "TP": 107221, + "n_pred": 118721, + "n_ref": 112747 + }, + "3": { + "Dice": 0.946449124988448, + "FN": 8727, + "FP": 4021, + "IoU": 0.8983421184839037, + "TN": 78931004, + "TP": 112653, + "n_pred": 116674, + "n_ref": 121380 + }, + "4": { + "Dice": 0.7438879344522268, + "FN": 2853, + "FP": 1023, + "IoU": 0.5922146238821673, + "TN": 79046900, + "TP": 5629, + "n_pred": 6652, + "n_ref": 8482 + }, + "5": { + "Dice": 0.7867861384000864, + "FN": 1314, + "FP": 661, + "IoU": 0.6485139704573768, + "TN": 79050786, + "TP": 3644, + "n_pred": 4305, + "n_ref": 4958 + }, + "6": { + "Dice": 0.9703741842543672, + "FN": 54975, + "FP": 22186, + "IoU": 0.9424532382685481, + "TN": 77715565, + "TP": 1263679, + "n_pred": 1285865, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.929396759119202, + "FN": 54618, + "FP": 9095, + "IoU": 0.8681056843752653, + "TN": 78573344, + "TP": 419348, + "n_pred": 428443, + "n_ref": 473966 + }, + "8": { + "Dice": 0.9232762609902823, + "FN": 1599, + "FP": 3375, + "IoU": 0.8574866769812618, + "TN": 79021503, + "TP": 29928, + "n_pred": 33303, + "n_ref": 31527 + }, + "9": { + "Dice": 0.923540711854895, + "FN": 7110, + "FP": 3517, + "IoU": 0.857943000748583, + "TN": 78981597, + "TP": 64181, + "n_pred": 67698, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.967018725269426, + "FN": 8828, + "FP": 6492, + "IoU": 0.9361435186921926, + "TN": 122472027, + "TP": 224593, + "n_pred": 231085, + "n_ref": 233421 + }, + "10": { + "Dice": 0.8240864690995956, + "FN": 23288, + "FP": 13901, + "IoU": 0.7008053291712592, + "TN": 122587643, + "TP": 87108, + "n_pred": 101009, + "n_ref": 110396 + }, + "11": { + "Dice": 0.7874396135265701, + "FN": 759, + "FP": 1089, + "IoU": 0.649402390438247, + "TN": 122706669, + "TP": 3423, + "n_pred": 4512, + "n_ref": 4182 + }, + "12": { + "Dice": 0.4110609480812641, + "FN": 4469, + "FP": 749, + "IoU": 0.25870152010228725, + "TN": 122704901, + "TP": 1821, + "n_pred": 2570, + "n_ref": 6290 + }, + "13": { + "Dice": 0.6130179955655627, + "FN": 18134, + "FP": 26896, + "IoU": 0.4419797759492416, + "TN": 122631244, + "TP": 35666, + "n_pred": 62562, + "n_ref": 53800 + }, + "14": { + "Dice": 0.8899532575451555, + "FN": 15163, + "FP": 7721, + "IoU": 0.8017259305468912, + "TN": 122596524, + "TP": 92532, + "n_pred": 100253, + "n_ref": 107695 + }, + "15": { + "Dice": 0.8264890498022471, + "FN": 9086, + "FP": 8550, + "IoU": 0.7042874629017924, + "TN": 122652301, + "TP": 42003, + "n_pred": 50553, + "n_ref": 51089 + }, + "2": { + "Dice": 0.809404636459431, + "FN": 38621, + "FP": 7683, + "IoU": 0.6798318398052882, + "TN": 122567316, + "TP": 98320, + "n_pred": 106003, + "n_ref": 136941 + }, + "3": { + "Dice": 0.7953758891188752, + "FN": 2358, + "FP": 71489, + "IoU": 0.6602689435936127, + "TN": 122494571, + "TP": 143522, + "n_pred": 215011, + "n_ref": 145880 + }, + "4": { + "Dice": 0.8948448498834535, + "FN": 7698, + "FP": 5881, + "IoU": 0.8097006558663602, + "TN": 122640584, + "TP": 57777, + "n_pred": 63658, + "n_ref": 65475 + }, + "5": { + "Dice": 0.7170358103912233, + "FN": 6817, + "FP": 1385, + "IoU": 0.558889964504679, + "TN": 122693346, + "TP": 10392, + "n_pred": 11777, + "n_ref": 17209 + }, + "6": { + "Dice": 0.9763107760877201, + "FN": 44501, + "FP": 36362, + "IoU": 0.9537179382982157, + "TN": 120964762, + "TP": 1666315, + "n_pred": 1702677, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.7047399268121276, + "FN": 101423, + "FP": 288046, + "IoU": 0.5440914464981798, + "TN": 121857670, + "TP": 464801, + "n_pred": 752847, + "n_ref": 566224 + }, + "8": { + "Dice": 0.8713540660614255, + "FN": 5631, + "FP": 32997, + "IoU": 0.7720349135717953, + "TN": 122542493, + "TP": 130819, + "n_pred": 163816, + "n_ref": 136450 + }, + "9": { + "Dice": 0.8871841673633759, + "FN": 5240, + "FP": 12437, + "IoU": 0.7972425816959728, + "TN": 122624757, + "TP": 69506, + "n_pred": 81943, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/loop_003/summary_cross_val.json b/nnActive_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/loop_003/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..d3fff7a4aa03e4c25f44a5e2bd447865677d7b6c --- /dev/null +++ b/nnActive_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/loop_003/summary_cross_val.json @@ -0,0 +1,24396 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": 0.5889728974029812, + "FN": 3325.4644444444443, + "FP": 3225.593333333333, + "IoU": 0.5045424622789029, + "TN": 842684.9533333333, + "TP": 15241.855555555556, + "n_pred": 18467.448888888888, + "n_ref": 18567.32 + }, + "mean": { + "1": { + "Dice": 0.593360062286225, + "FN": 847.1333333333333, + "FP": 2609.4, + "IoU": 0.5631060078863094, + "TN": 841100.0333333333, + "TP": 19921.3, + "n_pred": 22530.7, + "n_ref": 20768.433333333334 + }, + "10": { + "Dice": 0.655135308623712, + "FN": 2623.3, + "FP": 2295.133333333333, + "IoU": 0.538517564423461, + "TN": 850585.3666666667, + "TP": 8974.066666666668, + "n_pred": 11269.2, + "n_ref": 11597.366666666667 + }, + "11": { + "Dice": 0.5329626560924331, + "FN": 288.96666666666664, + "FP": 221.1, + "IoU": 0.39880889865693536, + "TN": 863404.9666666667, + "TP": 562.8333333333334, + "n_pred": 783.9333333333333, + "n_ref": 851.8 + }, + "12": { + "Dice": 0.3014870450320582, + "FN": 540.1333333333333, + "FP": 253.23333333333332, + "IoU": 0.22184058979222954, + "TN": 863140.4, + "TP": 544.1, + "n_pred": 797.3333333333334, + "n_ref": 1084.2333333333333 + }, + "13": { + "Dice": 0.4988677785671464, + "FN": 3938.9, + "FP": 2342.733333333333, + "IoU": 0.38749400255276284, + "TN": 851363.7, + "TP": 6832.533333333334, + "n_pred": 9175.266666666666, + "n_ref": 10771.433333333332 + }, + "14": { + "Dice": 0.5235559860087017, + "FN": 5666.5, + "FP": 3069.4333333333334, + "IoU": 0.4155844472160093, + "TN": 850135.0333333333, + "TP": 5606.9, + "n_pred": 8676.333333333334, + "n_ref": 11273.4 + }, + "15": { + "Dice": 0.4345663232284304, + "FN": 7794.1, + "FP": 2121.8, + "IoU": 0.3354576899947601, + "TN": 845332.1666666666, + "TP": 9229.8, + "n_pred": 11351.6, + "n_ref": 17023.9 + }, + "2": { + "Dice": 0.6746112851481516, + "FN": 3340.266666666667, + "FP": 2325.0333333333333, + "IoU": 0.6046908094464089, + "TN": 846855.3333333334, + "TP": 11957.233333333334, + "n_pred": 14282.266666666666, + "n_ref": 15297.5 + }, + "3": { + "Dice": 0.7110891766251733, + "FN": 2294.3, + "FP": 2660.266666666667, + "IoU": 0.6724828588596885, + "TN": 840615.9666666667, + "TP": 18907.333333333332, + "n_pred": 21567.6, + "n_ref": 21201.633333333335 + }, + "4": { + "Dice": 0.3928931249569069, + "FN": 1960.4666666666667, + "FP": 3230.766666666667, + "IoU": 0.3405354214237899, + "TN": 853034.7666666667, + "TP": 6251.866666666667, + "n_pred": 9482.633333333333, + "n_ref": 8212.333333333334 + }, + "5": { + "Dice": 0.49760267093410293, + "FN": 1636.5, + "FP": 675.3, + "IoU": 0.3782970075098188, + "TN": 860130.5666666667, + "TP": 2035.5, + "n_pred": 2710.8, + "n_ref": 3672.0 + }, + "6": { + "Dice": 0.7794258678308765, + "FN": 9977.266666666666, + "FP": 12227.433333333332, + "IoU": 0.7153893947546566, + "TN": 760184.5666666667, + "TP": 82088.6, + "n_pred": 94316.03333333334, + "n_ref": 92065.86666666667 + }, + "7": { + "Dice": 0.6679679286753134, + "FN": 6309.5, + "FP": 11175.766666666666, + "IoU": 0.5796701075044637, + "TN": 816640.6, + "TP": 30352.0, + "n_pred": 41527.76666666667, + "n_ref": 36661.5 + }, + "8": { + "Dice": 0.8508852120119438, + "FN": 1369.5, + "FP": 1315.6, + "IoU": 0.8013332997871818, + "TN": 844015.1, + "TP": 17777.666666666668, + "n_pred": 19093.266666666666, + "n_ref": 19147.166666666668 + }, + "9": { + "Dice": 0.7201830350235437, + "FN": 1295.1333333333334, + "FP": 1860.9, + "IoU": 0.6149288343750681, + "TN": 853735.7333333333, + "TP": 7586.1, + "n_pred": 9447.0, + "n_ref": 8881.233333333334 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9704470326547004, + "FN": 1271, + "FP": 3512, + "IoU": 0.9425906810380008, + "TN": 267150, + "TP": 78531, + "n_pred": 82043, + "n_ref": 79802 + }, + "10": { + "Dice": 0.8622102702010501, + "FN": 416, + "FP": 1736, + "IoU": 0.7577940348902645, + "TN": 341579, + "TP": 6733, + "n_pred": 8469, + "n_ref": 7149 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.375, + "FN": 101, + "FP": 179, + "IoU": 0.23076923076923078, + "TN": 350100, + "TP": 84, + "n_pred": 263, + "n_ref": 185 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9433708620399933, + "FN": 421, + "FP": 6319, + "IoU": 0.8928117048346056, + "TN": 287584, + "TP": 56140, + "n_pred": 62459, + "n_ref": 56561 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.9157666333471487, + "FN": 28, + "FP": 3427, + "IoU": 0.8446213347724411, + "TN": 328228, + "TP": 18781, + "n_pred": 22208, + "n_ref": 18809 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0014.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0014.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7540312679053778, + "FN": 738, + "FP": 5272, + "IoU": 0.6051767179082906, + "TN": 685706, + "TP": 9212, + "n_pred": 14484, + "n_ref": 9950 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8356098441542812, + "FN": 8378, + "FP": 2550, + "IoU": 0.7176373314040618, + "TN": 662226, + "TP": 27774, + "n_pred": 30324, + "n_ref": 36152 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9353014662370964, + "FN": 1360, + "FP": 608, + "IoU": 0.8784660038288149, + "TN": 684735, + "TP": 14225, + "n_pred": 14833, + "n_ref": 15585 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 499, + "IoU": 0.0, + "TN": 700429, + "TP": 0, + "n_pred": 499, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.5406112498513498, + "FN": 9317, + "FP": 2272, + "IoU": 0.3704367666232073, + "TN": 682520, + "TP": 6819, + "n_pred": 9091, + "n_ref": 16136 + }, + "6": { + "Dice": 0.8241455347298787, + "FN": 62, + "FP": 1214, + "IoU": 0.7008907641819034, + "TN": 696662, + "TP": 2990, + "n_pred": 4204, + "n_ref": 3052 + }, + "7": { + "Dice": 0.5361156265460456, + "FN": 25410, + "FP": 844, + "IoU": 0.36622812311406155, + "TN": 659503, + "TP": 15171, + "n_pred": 16015, + "n_ref": 40581 + }, + "8": { + "Dice": 0.9456389932270562, + "FN": 3265, + "FP": 411, + "IoU": 0.8968835030435637, + "TN": 665279, + "TP": 31973, + "n_pred": 32384, + "n_ref": 35238 + }, + "9": { + "Dice": 0.904725802375537, + "FN": 614, + "FP": 3156, + "IoU": 0.8260267651130595, + "TN": 679258, + "TP": 17900, + "n_pred": 21056, + "n_ref": 18514 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0017.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0017.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8996412096360841, + "FN": 452, + "FP": 527, + "IoU": 0.8175889696292156, + "TN": 520329, + "TP": 4388, + "n_pred": 4915, + "n_ref": 4840 + }, + "10": { + "Dice": 0.48749443136256604, + "FN": 7999, + "FP": 54, + "IoU": 0.3223091811832029, + "TN": 513813, + "TP": 3830, + "n_pred": 3884, + "n_ref": 11829 + }, + "11": { + "Dice": 0.0, + "FN": 28, + "FP": 8, + "IoU": 0.0, + "TN": 525660, + "TP": 0, + "n_pred": 8, + "n_ref": 28 + }, + "12": { + "Dice": 0.7236190126628739, + "FN": 2104, + "FP": 908, + "IoU": 0.5669302659956865, + "TN": 518741, + "TP": 3943, + "n_pred": 4851, + "n_ref": 6047 + }, + "13": { + "Dice": 0.6048020765736535, + "FN": 122, + "FP": 1705, + "IoU": 0.43348837209302327, + "TN": 522471, + "TP": 1398, + "n_pred": 3103, + "n_ref": 1520 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9620745604463379, + "FN": 2440, + "FP": 1557, + "IoU": 0.9269206859984642, + "TN": 471002, + "TP": 50697, + "n_pred": 52254, + "n_ref": 53137 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 525695, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "6": { + "Dice": 0.9644475615019422, + "FN": 434, + "FP": 884, + "IoU": 0.9313362854910133, + "TN": 506501, + "TP": 17877, + "n_pred": 18761, + "n_ref": 18311 + }, + "7": { + "Dice": 0.9244787797751696, + "FN": 400, + "FP": 2650, + "IoU": 0.8595634957178377, + "TN": 503978, + "TP": 18668, + "n_pred": 21318, + "n_ref": 19068 + }, + "8": { + "Dice": 0.8794258044575707, + "FN": 3112, + "FP": 399, + "IoU": 0.7847992644805394, + "TN": 509381, + "TP": 12804, + "n_pred": 13203, + "n_ref": 15916 + }, + "9": { + "Dice": 0.8201014353432559, + "FN": 5152, + "FP": 275, + "IoU": 0.6950609653312356, + "TN": 507899, + "TP": 12370, + "n_pred": 12645, + "n_ref": 17522 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0033.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0033.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 415, + "IoU": 0.0, + "TN": 700513, + "TP": 0, + "n_pred": 415, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5210084033613446, + "FN": 47, + "FP": 10, + "IoU": 0.3522727272727273, + "TN": 700840, + "TP": 31, + "n_pred": 41, + "n_ref": 78 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 234, + "IoU": 0.0, + "TN": 700694, + "TP": 0, + "n_pred": 234, + "n_ref": 0 + }, + "5": { + "Dice": 0.44033013606959626, + "FN": 2110, + "FP": 7926, + "IoU": 0.2823226544622426, + "TN": 686944, + "TP": 3948, + "n_pred": 11874, + "n_ref": 6058 + }, + "6": { + "Dice": 0.9553960624218081, + "FN": 3064, + "FP": 3710, + "IoU": 0.9146012455560878, + "TN": 621606, + "TP": 72548, + "n_pred": 76258, + "n_ref": 75612 + }, + "7": { + "Dice": 0.5666423889293518, + "FN": 1703, + "FP": 82, + "IoU": 0.3953252032520325, + "TN": 697976, + "TP": 1167, + "n_pred": 1249, + "n_ref": 2870 + }, + "8": { + "Dice": 0.8953282220474105, + "FN": 4239, + "FP": 4676, + "IoU": 0.8104925281125779, + "TN": 653885, + "TP": 38128, + "n_pred": 42804, + "n_ref": 42367 + }, + "9": { + "Dice": 0.8328830888159262, + "FN": 1447, + "FP": 6595, + "IoU": 0.7136243857275123, + "TN": 672846, + "TP": 20040, + "n_pred": 26635, + "n_ref": 21487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0038.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0038.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7723158276738037, + "FN": 10587, + "FP": 11372, + "IoU": 0.6290834769095639, + "TN": 641726, + "TP": 37243, + "n_pred": 48615, + "n_ref": 47830 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6451505255881582, + "FN": 7246, + "FP": 7641, + "IoU": 0.47617874736101334, + "TN": 672508, + "TP": 13533, + "n_pred": 21174, + "n_ref": 20779 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8977878561262153, + "FN": 4179, + "FP": 4295, + "IoU": 0.8145327205077697, + "TN": 655238, + "TP": 37216, + "n_pred": 41511, + "n_ref": 41395 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9622019991447509, + "FN": 4477, + "FP": 6837, + "IoU": 0.9271573064814159, + "TN": 545607, + "TP": 144007, + "n_pred": 150844, + "n_ref": 148484 + }, + "7": { + "Dice": 0.786622990782357, + "FN": 2706, + "FP": 2896, + "IoU": 0.6482923154193873, + "TN": 685000, + "TP": 10326, + "n_pred": 13222, + "n_ref": 13032 + }, + "8": { + "Dice": 0.9066830380634976, + "FN": 756, + "FP": 308, + "IoU": 0.8292956842611905, + "TN": 694695, + "TP": 5169, + "n_pred": 5477, + "n_ref": 5925 + }, + "9": { + "Dice": 0.26527570789865873, + "FN": 775, + "FP": 1690, + "IoU": 0.15292096219931273, + "TN": 698018, + "TP": 445, + "n_pred": 2135, + "n_ref": 1220 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0045.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0045.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 17735, + "IoU": 0.0, + "TN": 1208889, + "TP": 0, + "n_pred": 17735, + "n_ref": 0 + }, + "10": { + "Dice": 0.4538710547612625, + "FN": 2835, + "FP": 5263, + "IoU": 0.2935531710721452, + "TN": 1215161, + "TP": 3365, + "n_pred": 8628, + "n_ref": 6200 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 3103, + "FP": 3088, + "IoU": 0.0, + "TN": 1220433, + "TP": 0, + "n_pred": 3088, + "n_ref": 3103 + }, + "13": { + "Dice": 0.41148325358851673, + "FN": 30628, + "FP": 2336, + "IoU": 0.25903614457831325, + "TN": 1182136, + "TP": 11524, + "n_pred": 13860, + "n_ref": 42152 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 1226623, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "3": { + "Dice": 0.9168778696051423, + "FN": 1802, + "FP": 2724, + "IoU": 0.8465138361367336, + "TN": 1197136, + "TP": 24962, + "n_pred": 27686, + "n_ref": 26764 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 245, + "IoU": 0.0, + "TN": 1226379, + "TP": 0, + "n_pred": 245, + "n_ref": 0 + }, + "5": { + "Dice": 0.7219118559900682, + "FN": 5550, + "FP": 1618, + "IoU": 0.5648372996600292, + "TN": 1210152, + "TP": 9304, + "n_pred": 10922, + "n_ref": 14854 + }, + "6": { + "Dice": 0.7726643715404348, + "FN": 4045, + "FP": 22897, + "IoU": 0.6295461107979154, + "TN": 1153897, + "TP": 45785, + "n_pred": 68682, + "n_ref": 49830 + }, + "7": { + "Dice": 0.7534585194501062, + "FN": 29891, + "FP": 32644, + "IoU": 0.6044391873086558, + "TN": 1068532, + "TP": 95557, + "n_pred": 128201, + "n_ref": 125448 + }, + "8": { + "Dice": 0.901876622897912, + "FN": 8504, + "FP": 3475, + "IoU": 0.8212889750857825, + "TN": 1159594, + "TP": 55051, + "n_pred": 58526, + "n_ref": 63555 + }, + "9": { + "Dice": 0.6766430941448537, + "FN": 10285, + "FP": 9011, + "IoU": 0.5113080916803849, + "TN": 1187139, + "TP": 20189, + "n_pred": 29200, + "n_ref": 30474 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0057.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0057.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 22912, + "IoU": 0.0, + "TN": 327552, + "TP": 0, + "n_pred": 22912, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 2071, + "IoU": 0.0, + "TN": 348393, + "TP": 0, + "n_pred": 2071, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.23809523809523808, + "FN": 0, + "FP": 64, + "IoU": 0.13513513513513514, + "TN": 350390, + "TP": 10, + "n_pred": 74, + "n_ref": 10 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 69, + "IoU": 0.0, + "TN": 350395, + "TP": 0, + "n_pred": 69, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.3955280581786606, + "FN": 5129, + "FP": 440, + "IoU": 0.24651603301312408, + "TN": 343073, + "TP": 1822, + "n_pred": 2262, + "n_ref": 6951 + }, + "6": { + "Dice": 0.8360516175284524, + "FN": 43185, + "FP": 723, + "IoU": 0.7182892558802018, + "TN": 194602, + "TP": 111954, + "n_pred": 112677, + "n_ref": 155139 + }, + "7": { + "Dice": 0.8950574202144534, + "FN": 3929, + "FP": 2687, + "IoU": 0.8100488084984209, + "TN": 315634, + "TP": 28214, + "n_pred": 30901, + "n_ref": 32143 + }, + "8": { + "Dice": 0.9423303554457327, + "FN": 1071, + "FP": 446, + "IoU": 0.8909496082237078, + "TN": 336553, + "TP": 12394, + "n_pred": 12840, + "n_ref": 13465 + }, + "9": { + "Dice": 0.6885448916408669, + "FN": 486, + "FP": 17, + "IoU": 0.5250236071765817, + "TN": 349405, + "TP": 556, + "n_pred": 573, + "n_ref": 1042 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0064.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0064.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.838508268646642, + "FN": 935, + "FP": 4807, + "IoU": 0.7219235798343745, + "TN": 505047, + "TP": 14907, + "n_pred": 19714, + "n_ref": 15842 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7437763309076982, + "FN": 2720, + "FP": 1294, + "IoU": 0.5920731707317073, + "TN": 515856, + "TP": 5826, + "n_pred": 7120, + "n_ref": 8546 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9084321802570847, + "FN": 2423, + "FP": 1267, + "IoU": 0.8322269709920888, + "TN": 503702, + "TP": 18304, + "n_pred": 19571, + "n_ref": 20727 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9526396130285669, + "FN": 1997, + "FP": 2781, + "IoU": 0.9095623864324651, + "TN": 472864, + "TP": 48054, + "n_pred": 50835, + "n_ref": 50051 + }, + "7": { + "Dice": 0.9038328026621341, + "FN": 1750, + "FP": 2267, + "IoU": 0.8245391805713287, + "TN": 502802, + "TP": 18877, + "n_pred": 21144, + "n_ref": 20627 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 2, + "FP": 0, + "IoU": 0.0, + "TN": 525694, + "TP": 0, + "n_pred": 0, + "n_ref": 2 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0072.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0072.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.003401360544217687, + "FN": 576, + "FP": 10, + "IoU": 0.0017035775127768314, + "TN": 525109, + "TP": 1, + "n_pred": 11, + "n_ref": 577 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 77, + "IoU": 0.0, + "TN": 525619, + "TP": 0, + "n_pred": 77, + "n_ref": 0 + }, + "13": { + "Dice": 0.5072782202691568, + "FN": 9448, + "FP": 1316, + "IoU": 0.33983440662373504, + "TN": 509391, + "TP": 5541, + "n_pred": 6857, + "n_ref": 14989 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 1382, + "IoU": 0.0, + "TN": 524314, + "TP": 0, + "n_pred": 1382, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9315962698848053, + "FN": 1422, + "FP": 1072, + "IoU": 0.8719515325768855, + "TN": 506219, + "TP": 16983, + "n_pred": 18055, + "n_ref": 18405 + }, + "9": { + "Dice": 0.69347168179853, + "FN": 777, + "FP": 641, + "IoU": 0.5307743216412971, + "TN": 522674, + "TP": 1604, + "n_pred": 2245, + "n_ref": 2381 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0075.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0075.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.023399014778325122, + "FN": 1585, + "FP": 1, + "IoU": 0.011838006230529595, + "TN": 1750715, + "TP": 19, + "n_pred": 20, + "n_ref": 1604 + }, + "10": { + "Dice": 0.7006782338681121, + "FN": 4613, + "FP": 6376, + "IoU": 0.5392646010649449, + "TN": 1728469, + "TP": 12862, + "n_pred": 19238, + "n_ref": 17475 + }, + "11": { + "Dice": 0.5117557251908397, + "FN": 2048, + "FP": 1150, + "IoU": 0.3438654082888798, + "TN": 1747446, + "TP": 1676, + "n_pred": 2826, + "n_ref": 3724 + }, + "12": { + "Dice": 0.39711664482306686, + "FN": 541, + "FP": 379, + "IoU": 0.24775143090760426, + "TN": 1751097, + "TP": 303, + "n_pred": 682, + "n_ref": 844 + }, + "13": { + "Dice": 0.8400049322377787, + "FN": 8676, + "FP": 5597, + "IoU": 0.7241452619779285, + "TN": 1700579, + "TP": 37468, + "n_pred": 43065, + "n_ref": 46144 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9382083262144769, + "FN": 453, + "FP": 632, + "IoU": 0.8836086676678824, + "TN": 1742998, + "TP": 8237, + "n_pred": 8869, + "n_ref": 8690 + }, + "3": { + "Dice": 0.94700541910057, + "FN": 1977, + "FP": 2541, + "IoU": 0.8993450073519583, + "TN": 1707434, + "TP": 40368, + "n_pred": 42909, + "n_ref": 42345 + }, + "4": { + "Dice": 0.29431037067174887, + "FN": 5827, + "FP": 27128, + "IoU": 0.1725462625856831, + "TN": 1712493, + "TP": 6872, + "n_pred": 34000, + "n_ref": 12699 + }, + "5": { + "Dice": 0.8249389838029731, + "FN": 693, + "FP": 885, + "IoU": 0.7020392749244713, + "TN": 1747024, + "TP": 3718, + "n_pred": 4603, + "n_ref": 4411 + }, + "6": { + "Dice": 0.8996952910814353, + "FN": 72554, + "FP": 52206, + "IoU": 0.8176783065535559, + "TN": 1068035, + "TP": 559525, + "n_pred": 611731, + "n_ref": 632079 + }, + "7": { + "Dice": 0.5779562350960864, + "FN": 4075, + "FP": 19995, + "IoU": 0.40642647530270526, + "TN": 1711769, + "TP": 16481, + "n_pred": 36476, + "n_ref": 20556 + }, + "8": { + "Dice": 0.9446591436079765, + "FN": 409, + "FP": 307, + "IoU": 0.8951223084810312, + "TN": 1745493, + "TP": 6111, + "n_pred": 6418, + "n_ref": 6520 + }, + "9": { + "Dice": 0.8680057388809183, + "FN": 992, + "FP": 4896, + "IoU": 0.7667934093789607, + "TN": 1727072, + "TP": 19360, + "n_pred": 24256, + "n_ref": 20352 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0083.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0083.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9532531162187478, + "FN": 3747, + "FP": 2741, + "IoU": 0.910681589779595, + "TN": 628289, + "TP": 66151, + "n_pred": 68892, + "n_ref": 69898 + }, + "10": { + "Dice": 0.6863396226415094, + "FN": 2355, + "FP": 1801, + "IoU": 0.5224635183270137, + "TN": 692225, + "TP": 4547, + "n_pred": 6348, + "n_ref": 6902 + }, + "11": { + "Dice": 0.3153526970954357, + "FN": 22, + "FP": 143, + "IoU": 0.18719211822660098, + "TN": 700725, + "TP": 38, + "n_pred": 181, + "n_ref": 60 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 27, + "IoU": 0.0, + "TN": 700901, + "TP": 0, + "n_pred": 27, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 20, + "IoU": 0.0, + "TN": 700908, + "TP": 0, + "n_pred": 20, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 842, + "IoU": 0.0, + "TN": 700086, + "TP": 0, + "n_pred": 842, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 2415, + "IoU": 0.0, + "TN": 698513, + "TP": 0, + "n_pred": 2415, + "n_ref": 0 + }, + "2": { + "Dice": 0.9483847501901267, + "FN": 1029, + "FP": 3654, + "IoU": 0.9018362470129544, + "TN": 653222, + "TP": 43023, + "n_pred": 46677, + "n_ref": 44052 + }, + "3": { + "Dice": 0.8258575197889182, + "FN": 130, + "FP": 2, + "IoU": 0.7033707865168539, + "TN": 700483, + "TP": 313, + "n_pred": 315, + "n_ref": 443 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9615771419124637, + "FN": 4934, + "FP": 644, + "IoU": 0.9259976650392698, + "TN": 625552, + "TP": 69798, + "n_pred": 70442, + "n_ref": 74732 + }, + "7": { + "Dice": 0.945038816577189, + "FN": 375, + "FP": 1048, + "IoU": 0.8958043494178809, + "TN": 687271, + "TP": 12234, + "n_pred": 13282, + "n_ref": 12609 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 27, + "IoU": 0.0, + "TN": 700901, + "TP": 0, + "n_pred": 27, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0084.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0084.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6129032258064516, + "FN": 126, + "FP": 762, + "IoU": 0.4418604651162791, + "TN": 699337, + "TP": 703, + "n_pred": 1465, + "n_ref": 829 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7256027554535017, + "FN": 2668, + "FP": 3546, + "IoU": 0.5693693693693693, + "TN": 686498, + "TP": 8216, + "n_pred": 11762, + "n_ref": 10884 + }, + "14": { + "Dice": 0.8282406259958219, + "FN": 1098, + "FP": 3753, + "IoU": 0.706835075844564, + "TN": 684381, + "TP": 11696, + "n_pred": 15449, + "n_ref": 12794 + }, + "15": { + "Dice": 0.8065356781281637, + "FN": 4726, + "FP": 15912, + "IoU": 0.675793706897906, + "TN": 637271, + "TP": 43019, + "n_pred": 58931, + "n_ref": 47745 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9381483827287221, + "FN": 3765, + "FP": 1899, + "IoU": 0.8835023344782904, + "TN": 652309, + "TP": 42955, + "n_pred": 44854, + "n_ref": 46720 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9587016106679807, + "FN": 2508, + "FP": 2856, + "IoU": 0.9206790488583935, + "TN": 633304, + "TP": 62260, + "n_pred": 65116, + "n_ref": 64768 + }, + "7": { + "Dice": 0.7551318003365115, + "FN": 678, + "FP": 1505, + "IoU": 0.6065957830239683, + "TN": 695379, + "TP": 3366, + "n_pred": 4871, + "n_ref": 4044 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.6348533050547897, + "FN": 647, + "FP": 386, + "IoU": 0.46504401864319006, + "TN": 698997, + "TP": 898, + "n_pred": 1284, + "n_ref": 1545 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0086.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0086.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 586, + "IoU": 0.0, + "TN": 1226038, + "TP": 0, + "n_pred": 586, + "n_ref": 0 + }, + "10": { + "Dice": 0.7602950655303301, + "FN": 6200, + "FP": 494, + "IoU": 0.6132871172732525, + "TN": 1209314, + "TP": 10616, + "n_pred": 11110, + "n_ref": 16816 + }, + "11": { + "Dice": 0.7646076794657763, + "FN": 487, + "FP": 641, + "IoU": 0.6189189189189189, + "TN": 1223664, + "TP": 1832, + "n_pred": 2473, + "n_ref": 2319 + }, + "12": { + "Dice": 0.7292634372926343, + "FN": 1322, + "FP": 1126, + "IoU": 0.5738903394255874, + "TN": 1220879, + "TP": 3297, + "n_pred": 4423, + "n_ref": 4619 + }, + "13": { + "Dice": 0.876135101587509, + "FN": 4813, + "FP": 2771, + "IoU": 0.7795733302330988, + "TN": 1192218, + "TP": 26822, + "n_pred": 29593, + "n_ref": 31635 + }, + "14": { + "Dice": 0.9289214126630607, + "FN": 538, + "FP": 579, + "IoU": 0.8672766159695817, + "TN": 1218208, + "TP": 7299, + "n_pred": 7878, + "n_ref": 7837 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.5842094413522985, + "FN": 158, + "FP": 1859, + "IoU": 0.412638322655795, + "TN": 1223190, + "TP": 1417, + "n_pred": 3276, + "n_ref": 1575 + }, + "3": { + "Dice": 0.982621001981319, + "FN": 70, + "FP": 237, + "IoU": 0.9658357444914312, + "TN": 1217638, + "TP": 8679, + "n_pred": 8916, + "n_ref": 8749 + }, + "4": { + "Dice": 0.9028364514182257, + "FN": 326, + "FP": 157, + "IoU": 0.8228822882288229, + "TN": 1223897, + "TP": 2244, + "n_pred": 2401, + "n_ref": 2570 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9494342589213016, + "FN": 2366, + "FP": 1236, + "IoU": 0.9037361697578705, + "TN": 1189206, + "TP": 33816, + "n_pred": 35052, + "n_ref": 36182 + }, + "7": { + "Dice": 0.6221743810548978, + "FN": 539, + "FP": 7534, + "IoU": 0.4515625, + "TN": 1211904, + "TP": 6647, + "n_pred": 14181, + "n_ref": 7186 + }, + "8": { + "Dice": 0.966946870154248, + "FN": 661, + "FP": 1364, + "IoU": 0.9360088481592669, + "TN": 1194979, + "TP": 29620, + "n_pred": 30984, + "n_ref": 30281 + }, + "9": { + "Dice": 0.8545886828340467, + "FN": 22, + "FP": 1507, + "IoU": 0.7460976419794089, + "TN": 1220602, + "TP": 4493, + "n_pred": 6000, + "n_ref": 4515 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0118.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0118.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9543937708565072, + "FN": 179, + "FP": 313, + "IoU": 0.9127659574468086, + "TN": 344824, + "TP": 5148, + "n_pred": 5461, + "n_ref": 5327 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0133.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0133.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8240824000653969, + "FN": 2624, + "FP": 5984, + "IoU": 0.7007994438651373, + "TN": 1197854, + "TP": 20162, + "n_pred": 26146, + "n_ref": 22786 + }, + "11": { + "Dice": 0.46153846153846156, + "FN": 126, + "FP": 0, + "IoU": 0.3, + "TN": 1226444, + "TP": 54, + "n_pred": 54, + "n_ref": 180 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5607225323707362, + "FN": 10690, + "FP": 4339, + "IoU": 0.38958612566508266, + "TN": 1202003, + "TP": 9592, + "n_pred": 13931, + "n_ref": 20282 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 248, + "IoU": 0.0, + "TN": 1226376, + "TP": 0, + "n_pred": 248, + "n_ref": 0 + }, + "2": { + "Dice": 0.5460342766042248, + "FN": 3, + "FP": 1136, + "IoU": 0.3755482456140351, + "TN": 1224800, + "TP": 685, + "n_pred": 1821, + "n_ref": 688 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9751295970907311, + "FN": 620, + "FP": 5070, + "IoU": 0.9514662481447995, + "TN": 1109386, + "TP": 111548, + "n_pred": 116618, + "n_ref": 112168 + }, + "7": { + "Dice": 0.9794816047830961, + "FN": 250, + "FP": 958, + "IoU": 0.9597882893379048, + "TN": 1196583, + "TP": 28833, + "n_pred": 29791, + "n_ref": 29083 + }, + "8": { + "Dice": 0.985227901098033, + "FN": 113, + "FP": 261, + "IoU": 0.9708858788728009, + "TN": 1213778, + "TP": 12472, + "n_pred": 12733, + "n_ref": 12585 + }, + "9": { + "Dice": 0.886416024163421, + "FN": 987, + "FP": 3300, + "IoU": 0.7960028551034976, + "TN": 1205609, + "TP": 16728, + "n_pred": 20028, + "n_ref": 17715 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0147.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0147.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2893, + "IoU": 0.0, + "TN": 347571, + "TP": 0, + "n_pred": 2893, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.6844978165938864, + "FN": 39070, + "FP": 234, + "IoU": 0.5203319502074689, + "TN": 268524, + "TP": 42636, + "n_pred": 42870, + "n_ref": 81706 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 20, + "IoU": 0.0, + "TN": 350444, + "TP": 0, + "n_pred": 20, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 350458, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9128632600628033, + "FN": 4381, + "FP": 3250, + "IoU": 0.8396949772073189, + "TN": 302861, + "TP": 39972, + "n_pred": 43222, + "n_ref": 44353 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 23900, + "IoU": 0.0, + "TN": 326564, + "TP": 0, + "n_pred": 23900, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0156.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0156.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.924138347727247, + "FN": 3227, + "FP": 16862, + "IoU": 0.858975078975079, + "TN": 733710, + "TP": 122361, + "n_pred": 139223, + "n_ref": 125588 + }, + "10": { + "Dice": 0.7854625550660793, + "FN": 797, + "FP": 177, + "IoU": 0.6467174464998187, + "TN": 873403, + "TP": 1783, + "n_pred": 1960, + "n_ref": 2580 + }, + "11": { + "Dice": 0.7318781999461061, + "FN": 1915, + "FP": 1070, + "IoU": 0.5771355716107097, + "TN": 869101, + "TP": 4074, + "n_pred": 5144, + "n_ref": 5989 + }, + "12": { + "Dice": 0.2135593220338983, + "FN": 2593, + "FP": 191, + "IoU": 0.11954459203036052, + "TN": 872998, + "TP": 378, + "n_pred": 569, + "n_ref": 2971 + }, + "13": { + "Dice": 0.3690760313672008, + "FN": 5966, + "FP": 1436, + "IoU": 0.22629873523570607, + "TN": 866593, + "TP": 2165, + "n_pred": 3601, + "n_ref": 8131 + }, + "14": { + "Dice": 0.8447303172949082, + "FN": 2565, + "FP": 1756, + "IoU": 0.7311975116640747, + "TN": 860085, + "TP": 11754, + "n_pred": 13510, + "n_ref": 14319 + }, + "15": { + "Dice": 0.855873647556274, + "FN": 28135, + "FP": 838, + "IoU": 0.7480586787711198, + "TN": 761161, + "TP": 86026, + "n_pred": 86864, + "n_ref": 114161 + }, + "2": { + "Dice": 0.9434799446749654, + "FN": 5094, + "FP": 5122, + "IoU": 0.8930071321596514, + "TN": 780677, + "TP": 85267, + "n_pred": 90389, + "n_ref": 90361 + }, + "3": { + "Dice": 0.9618827629202168, + "FN": 3263, + "FP": 6275, + "IoU": 0.9265646774404657, + "TN": 746277, + "TP": 120345, + "n_pred": 126620, + "n_ref": 123608 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 876152, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9837385493469827, + "FN": 2186, + "FP": 1817, + "IoU": 0.9679975056761856, + "TN": 751076, + "TP": 121081, + "n_pred": 122898, + "n_ref": 123267 + }, + "7": { + "Dice": 0.8556015105196907, + "FN": 36, + "FP": 767, + "IoU": 0.7476429918290384, + "TN": 872978, + "TP": 2379, + "n_pred": 3146, + "n_ref": 2415 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8622141997593261, + "FN": 617, + "FP": 757, + "IoU": 0.7578001057641459, + "TN": 870487, + "TP": 4299, + "n_pred": 5056, + "n_ref": 4916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0172.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0172.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9108391608391608, + "FN": 188, + "FP": 16, + "IoU": 0.8362760834670947, + "TN": 699682, + "TP": 1042, + "n_pred": 1058, + "n_ref": 1230 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9378517195176418, + "FN": 8809, + "FP": 2323, + "IoU": 0.8829762630616236, + "TN": 605802, + "TP": 83994, + "n_pred": 86317, + "n_ref": 92803 + }, + "4": { + "Dice": 0.909840098400984, + "FN": 204, + "FP": 1262, + "IoU": 0.8345932528489225, + "TN": 692065, + "TP": 7397, + "n_pred": 8659, + "n_ref": 7601 + }, + "5": { + "Dice": 0.587669118314719, + "FN": 2822, + "FP": 1719, + "IoU": 0.4160987527324161, + "TN": 693151, + "TP": 3236, + "n_pred": 4955, + "n_ref": 6058 + }, + "6": { + "Dice": 0.9927968807146089, + "FN": 1806, + "FP": 518, + "IoU": 0.9856967891630406, + "TN": 538447, + "TP": 160157, + "n_pred": 160675, + "n_ref": 161963 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9596440900471629, + "FN": 1645, + "FP": 15, + "IoU": 0.922419030705239, + "TN": 679531, + "TP": 19737, + "n_pred": 19752, + "n_ref": 21382 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0179.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0179.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7017388415106878, + "FN": 4991, + "FP": 395, + "IoU": 0.5405220952055964, + "TN": 1565366, + "TP": 6336, + "n_pred": 6731, + "n_ref": 11327 + }, + "10": { + "Dice": 0.5266705403834979, + "FN": 3707, + "FP": 366, + "IoU": 0.3574696324341379, + "TN": 1570749, + "TP": 2266, + "n_pred": 2632, + "n_ref": 5973 + }, + "11": { + "Dice": 0.46956521739130436, + "FN": 1468, + "FP": 1460, + "IoU": 0.3068181818181818, + "TN": 1572864, + "TP": 1296, + "n_pred": 2756, + "n_ref": 2764 + }, + "12": { + "Dice": 0.0, + "FN": 840, + "FP": 33, + "IoU": 0.0, + "TN": 1576215, + "TP": 0, + "n_pred": 33, + "n_ref": 840 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 2126, + "IoU": 0.0, + "TN": 1574962, + "TP": 0, + "n_pred": 2126, + "n_ref": 0 + }, + "14": { + "Dice": 0.4754496064875454, + "FN": 46032, + "FP": 23, + "IoU": 0.31186217819415185, + "TN": 1510161, + "TP": 20872, + "n_pred": 20895, + "n_ref": 66904 + }, + "15": { + "Dice": 0.5424292845257903, + "FN": 5474, + "FP": 11851, + "IoU": 0.3721461187214612, + "TN": 1549494, + "TP": 10269, + "n_pred": 22120, + "n_ref": 15743 + }, + "2": { + "Dice": 0.014979598680901011, + "FN": 800, + "FP": 52069, + "IoU": 0.007546319761220927, + "TN": 1523817, + "TP": 402, + "n_pred": 52471, + "n_ref": 1202 + }, + "3": { + "Dice": 0.24317652136383255, + "FN": 43347, + "FP": 492, + "IoU": 0.13841830116740694, + "TN": 1526206, + "TP": 7043, + "n_pred": 7535, + "n_ref": 50390 + }, + "4": { + "Dice": 0.0, + "FN": 3, + "FP": 26392, + "IoU": 0.0, + "TN": 1550693, + "TP": 0, + "n_pred": 26392, + "n_ref": 3 + }, + "5": { + "Dice": 0.6670426771949615, + "FN": 4287, + "FP": 2797, + "IoU": 0.500423131170663, + "TN": 1562908, + "TP": 7096, + "n_pred": 9893, + "n_ref": 11383 + }, + "6": { + "Dice": 0.39322477765965724, + "FN": 6230, + "FP": 87376, + "IoU": 0.2447291769205322, + "TN": 1453151, + "TP": 30331, + "n_pred": 117707, + "n_ref": 36561 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 30140, + "IoU": 0.0, + "TN": 1546948, + "TP": 0, + "n_pred": 30140, + "n_ref": 0 + }, + "8": { + "Dice": 0.9484332445455361, + "FN": 3059, + "FP": 387, + "IoU": 0.9019239526411658, + "TN": 1541952, + "TP": 31690, + "n_pred": 32077, + "n_ref": 34749 + }, + "9": { + "Dice": 0.8106900987936014, + "FN": 375, + "FP": 7424, + "IoU": 0.6816474814270552, + "TN": 1552590, + "TP": 16699, + "n_pred": 24123, + "n_ref": 17074 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0192.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1432, + "IoU": 0.0, + "TN": 1225192, + "TP": 0, + "n_pred": 1432, + "n_ref": 0 + }, + "10": { + "Dice": 0.797603542589216, + "FN": 3573, + "FP": 2643, + "IoU": 0.6633448873483535, + "TN": 1208160, + "TP": 12248, + "n_pred": 14891, + "n_ref": 15821 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7385462198478225, + "FN": 1366, + "FP": 249, + "IoU": 0.5854722792607803, + "TN": 1222728, + "TP": 2281, + "n_pred": 2530, + "n_ref": 3647 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 340, + "IoU": 0.0, + "TN": 1226284, + "TP": 0, + "n_pred": 340, + "n_ref": 0 + }, + "14": { + "Dice": 0.8741124599175447, + "FN": 8432, + "FP": 362, + "IoU": 0.7763763509218055, + "TN": 1187299, + "TP": 30531, + "n_pred": 30893, + "n_ref": 38963 + }, + "15": { + "Dice": 0.7924910801167694, + "FN": 4980, + "FP": 138, + "IoU": 0.6563024645759183, + "TN": 1211733, + "TP": 9773, + "n_pred": 9911, + "n_ref": 14753 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9591088916272131, + "FN": 1753, + "FP": 769, + "IoU": 0.9214305741611888, + "TN": 1194525, + "TP": 29577, + "n_pred": 30346, + "n_ref": 31330 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 6698, + "IoU": 0.0, + "TN": 1219926, + "TP": 0, + "n_pred": 6698, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7254101722723544, + "FN": 124838, + "FP": 9052, + "IoU": 0.5691322466974529, + "TN": 915879, + "TP": 176855, + "n_pred": 185907, + "n_ref": 301693 + }, + "7": { + "Dice": 0.12935887636940424, + "FN": 8760, + "FP": 97177, + "IoU": 0.06915216111486991, + "TN": 1112817, + "TP": 7870, + "n_pred": 105047, + "n_ref": 16630 + }, + "8": { + "Dice": 0.9682472180877454, + "FN": 556, + "FP": 340, + "IoU": 0.9384488562203751, + "TN": 1212067, + "TP": 13661, + "n_pred": 14001, + "n_ref": 14217 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0193.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0193.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9798617021276596, + "FN": 1434, + "FP": 2352, + "IoU": 0.9605184945720752, + "TN": 955499, + "TP": 92107, + "n_pred": 94459, + "n_ref": 93541 + }, + "10": { + "Dice": 0.9241583104283682, + "FN": 2521, + "FP": 4460, + "IoU": 0.8590095730500464, + "TN": 1001878, + "TP": 42533, + "n_pred": 46993, + "n_ref": 45054 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.665081880612784, + "FN": 1940, + "FP": 596, + "IoU": 0.4982192322912545, + "TN": 1046338, + "TP": 2518, + "n_pred": 3114, + "n_ref": 4458 + }, + "13": { + "Dice": 0.8372142933791179, + "FN": 969, + "FP": 5099, + "IoU": 0.7200073827980805, + "TN": 1029720, + "TP": 15604, + "n_pred": 20703, + "n_ref": 16573 + }, + "14": { + "Dice": 0.43253234750462105, + "FN": 0, + "FP": 307, + "IoU": 0.2759433962264151, + "TN": 1050968, + "TP": 117, + "n_pred": 424, + "n_ref": 117 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9460220005116398, + "FN": 114, + "FP": 97, + "IoU": 0.8975728155339806, + "TN": 1049332, + "TP": 1849, + "n_pred": 1946, + "n_ref": 1963 + }, + "3": { + "Dice": 0.9723713646532438, + "FN": 106, + "FP": 388, + "IoU": 0.9462283661695875, + "TN": 1042205, + "TP": 8693, + "n_pred": 9081, + "n_ref": 8799 + }, + "4": { + "Dice": 0.7630057803468208, + "FN": 39, + "FP": 248, + "IoU": 0.616822429906542, + "TN": 1050643, + "TP": 462, + "n_pred": 710, + "n_ref": 501 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 1054, + "IoU": 0.0, + "TN": 1050338, + "TP": 0, + "n_pred": 1054, + "n_ref": 0 + }, + "6": { + "Dice": 0.9674204292189418, + "FN": 3857, + "FP": 3949, + "IoU": 0.9368967357035456, + "TN": 927690, + "TP": 115896, + "n_pred": 119845, + "n_ref": 119753 + }, + "7": { + "Dice": 0.772111876773409, + "FN": 1977, + "FP": 3645, + "IoU": 0.6288128878911924, + "TN": 1036246, + "TP": 9524, + "n_pred": 13169, + "n_ref": 11501 + }, + "8": { + "Dice": 0.9612716083258203, + "FN": 1817, + "FP": 159, + "IoU": 0.9254311483452206, + "TN": 1024893, + "TP": 24523, + "n_pred": 24682, + "n_ref": 26340 + }, + "9": { + "Dice": 0.8539636998690201, + "FN": 8437, + "FP": 3270, + "IoU": 0.7451454197143852, + "TN": 1005456, + "TP": 34229, + "n_pred": 37499, + "n_ref": 42666 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0215.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0215.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 79, + "IoU": 0.0, + "TN": 525617, + "TP": 0, + "n_pred": 79, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.4927475738286549, + "FN": 4691, + "FP": 170, + "IoU": 0.3269177513154251, + "TN": 518474, + "TP": 2361, + "n_pred": 2531, + "n_ref": 7052 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 12628, + "IoU": 0.0, + "TN": 513068, + "TP": 0, + "n_pred": 12628, + "n_ref": 0 + }, + "8": { + "Dice": 0.9561794009872505, + "FN": 5924, + "FP": 5652, + "IoU": 0.9160380642915168, + "TN": 387824, + "TP": 126296, + "n_pred": 131948, + "n_ref": 132220 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0217.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0217.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 2803705, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "10": { + "Dice": 0.8885521100489625, + "FN": 4688, + "FP": 4872, + "IoU": 0.7994545835955528, + "TN": 2756042, + "TP": 38110, + "n_pred": 42982, + "n_ref": 42798 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7864061676331049, + "FN": 10403, + "FP": 2563, + "IoU": 0.6479978281525722, + "TN": 2766877, + "TP": 23869, + "n_pred": 26432, + "n_ref": 34272 + }, + "14": { + "Dice": 0.46367275126457, + "FN": 104715, + "FP": 78186, + "IoU": 0.3018059802338498, + "TN": 2541749, + "TP": 79062, + "n_pred": 157248, + "n_ref": 183777 + }, + "15": { + "Dice": 0.5449215775848941, + "FN": 3234, + "FP": 8720, + "IoU": 0.3744963633509497, + "TN": 2784601, + "TP": 7157, + "n_pred": 15877, + "n_ref": 10391 + }, + "2": { + "Dice": 0.706774972114918, + "FN": 45254, + "FP": 1277, + "IoU": 0.5465212603182956, + "TN": 2701103, + "TP": 56078, + "n_pred": 57355, + "n_ref": 101332 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 38483, + "IoU": 0.0, + "TN": 2765229, + "TP": 0, + "n_pred": 38483, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 14523, + "FP": 668, + "IoU": 0.0, + "TN": 2788521, + "TP": 0, + "n_pred": 668, + "n_ref": 14523 + }, + "5": { + "Dice": 0.7681002563372259, + "FN": 7429, + "FP": 713, + "IoU": 0.6235087394802552, + "TN": 2782086, + "TP": 13484, + "n_pred": 14197, + "n_ref": 20913 + }, + "6": { + "Dice": 0.757601375972947, + "FN": 2248, + "FP": 139107, + "IoU": 0.6097892909099442, + "TN": 2441459, + "TP": 220898, + "n_pred": 360005, + "n_ref": 223146 + }, + "7": { + "Dice": 0.8350308018673973, + "FN": 6028, + "FP": 39309, + "IoU": 0.716783588103374, + "TN": 2643633, + "TP": 114742, + "n_pred": 154051, + "n_ref": 120770 + }, + "8": { + "Dice": 0.9436254152823921, + "FN": 1037, + "FP": 49, + "IoU": 0.8932678132678132, + "TN": 2793537, + "TP": 9089, + "n_pred": 9138, + "n_ref": 10126 + }, + "9": { + "Dice": 0.8956534050686678, + "FN": 1440, + "FP": 771, + "IoU": 0.811025641025641, + "TN": 2792012, + "TP": 9489, + "n_pred": 10260, + "n_ref": 10929 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0242.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0242.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8746440633070658, + "FN": 907, + "FP": 986, + "IoU": 0.7772154878192303, + "TN": 517199, + "TP": 6604, + "n_pred": 7590, + "n_ref": 7511 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.07823553890969621, + "FN": 79, + "FP": 4351, + "IoU": 0.040710264183629274, + "TN": 521078, + "TP": 188, + "n_pred": 4539, + "n_ref": 267 + }, + "7": { + "Dice": 0.8368742575644136, + "FN": 92273, + "FP": 2068, + "IoU": 0.7195045445490683, + "TN": 189359, + "TP": 241996, + "n_pred": 244064, + "n_ref": 334269 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 984, + "IoU": 0.0, + "TN": 524712, + "TP": 0, + "n_pred": 984, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0272.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0272.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.983902392283369, + "FN": 1067, + "FP": 1957, + "IoU": 0.9683148398453463, + "TN": 780721, + "TP": 92415, + "n_pred": 94372, + "n_ref": 93482 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.789215173999373, + "FN": 751, + "FP": 1266, + "IoU": 0.6518211634731572, + "TN": 870367, + "TP": 3776, + "n_pred": 5042, + "n_ref": 4527 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 10, + "IoU": 0.0, + "TN": 876150, + "TP": 0, + "n_pred": 10, + "n_ref": 0 + }, + "13": { + "Dice": 0.7139443754181402, + "FN": 91, + "FP": 2902, + "IoU": 0.5551426872770512, + "TN": 869432, + "TP": 3735, + "n_pred": 6637, + "n_ref": 3826 + }, + "14": { + "Dice": 0.7321860715246034, + "FN": 459, + "FP": 1533, + "IoU": 0.5775185577942736, + "TN": 871445, + "TP": 2723, + "n_pred": 4256, + "n_ref": 3182 + }, + "15": { + "Dice": 0.4726103175147106, + "FN": 107569, + "FP": 163, + "IoU": 0.3094235367268578, + "TN": 720157, + "TP": 48271, + "n_pred": 48434, + "n_ref": 155840 + }, + "2": { + "Dice": 0.9592397043294615, + "FN": 335, + "FP": 437, + "IoU": 0.921672077922078, + "TN": 866304, + "TP": 9084, + "n_pred": 9521, + "n_ref": 9419 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 11958, + "IoU": 0.0, + "TN": 864202, + "TP": 0, + "n_pred": 11958, + "n_ref": 0 + }, + "4": { + "Dice": 0.7831719116153235, + "FN": 20528, + "FP": 1031, + "IoU": 0.6436175488478196, + "TN": 815666, + "TP": 38935, + "n_pred": 39966, + "n_ref": 59463 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9718272763391084, + "FN": 3187, + "FP": 3124, + "IoU": 0.9451984612846362, + "TN": 760999, + "TP": 108850, + "n_pred": 111974, + "n_ref": 112037 + }, + "7": { + "Dice": 0.05118811377397853, + "FN": 110, + "FP": 18537, + "IoU": 0.026266318537859008, + "TN": 857010, + "TP": 503, + "n_pred": 19040, + "n_ref": 613 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 166, + "IoU": 0.0, + "TN": 875994, + "TP": 0, + "n_pred": 166, + "n_ref": 0 + }, + "9": { + "Dice": 0.773789058549904, + "FN": 1396, + "FP": 841, + "IoU": 0.6310407389081313, + "TN": 870097, + "TP": 3826, + "n_pred": 4667, + "n_ref": 5222 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0273.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0273.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9558360379853348, + "FN": 2688, + "FP": 986, + "IoU": 0.9154079941057285, + "TN": 832728, + "TP": 39758, + "n_pred": 40744, + "n_ref": 42446 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 155, + "IoU": 0.0, + "TN": 876005, + "TP": 0, + "n_pred": 155, + "n_ref": 0 + }, + "3": { + "Dice": 0.9607925319108401, + "FN": 930, + "FP": 99, + "IoU": 0.9245435213023392, + "TN": 862523, + "TP": 12608, + "n_pred": 12707, + "n_ref": 13538 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8770416024653312, + "FN": 346, + "FP": 452, + "IoU": 0.7810098792535675, + "TN": 872516, + "TP": 2846, + "n_pred": 3298, + "n_ref": 3192 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 1117, + "IoU": 0.0, + "TN": 875043, + "TP": 0, + "n_pred": 1117, + "n_ref": 0 + }, + "7": { + "Dice": 0.9679027931197728, + "FN": 378, + "FP": 2673, + "IoU": 0.9378019692985139, + "TN": 827107, + "TP": 46002, + "n_pred": 48675, + "n_ref": 46380 + }, + "8": { + "Dice": 0.8446440477923989, + "FN": 2206, + "FP": 18065, + "IoU": 0.7310682445340692, + "TN": 800784, + "TP": 55105, + "n_pred": 73170, + "n_ref": 57311 + }, + "9": { + "Dice": 0.9010163499779055, + "FN": 1127, + "FP": 1113, + "IoU": 0.8198632891033374, + "TN": 863725, + "TP": 10195, + "n_pred": 11308, + "n_ref": 11322 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0297.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0297.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 1.0, + "FN": 0, + "FP": 0, + "IoU": 1.0, + "TN": 1577087, + "TP": 1, + "n_pred": 1, + "n_ref": 1 + }, + "10": { + "Dice": 0.6547817344197842, + "FN": 15922, + "FP": 7083, + "IoU": 0.48674757931372986, + "TN": 1532266, + "TP": 21817, + "n_pred": 28900, + "n_ref": 37739 + }, + "11": { + "Dice": 0.7527507502046012, + "FN": 1824, + "FP": 895, + "IoU": 0.6035287255759697, + "TN": 1570230, + "TP": 4139, + "n_pred": 5034, + "n_ref": 5963 + }, + "12": { + "Dice": 0.0, + "FN": 483, + "FP": 41, + "IoU": 0.0, + "TN": 1576564, + "TP": 0, + "n_pred": 41, + "n_ref": 483 + }, + "13": { + "Dice": 0.09323703217334209, + "FN": 11530, + "FP": 16090, + "IoU": 0.048898071625344354, + "TN": 1548048, + "TP": 1420, + "n_pred": 17510, + "n_ref": 12950 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 21, + "IoU": 0.0, + "TN": 1577067, + "TP": 0, + "n_pred": 21, + "n_ref": 0 + }, + "2": { + "Dice": 0.9620434695724748, + "FN": 2838, + "FP": 391, + "IoU": 0.9268629671574179, + "TN": 1532938, + "TP": 40921, + "n_pred": 41312, + "n_ref": 43759 + }, + "3": { + "Dice": 0.9667981289553333, + "FN": 1856, + "FP": 316, + "IoU": 0.9357301375943187, + "TN": 1543293, + "TP": 31623, + "n_pred": 31939, + "n_ref": 33479 + }, + "4": { + "Dice": 0.6745432176592002, + "FN": 6997, + "FP": 25012, + "IoU": 0.5089137772322798, + "TN": 1511908, + "TP": 33171, + "n_pred": 58183, + "n_ref": 40168 + }, + "5": { + "Dice": 0.6505158810439005, + "FN": 6721, + "FP": 189, + "IoU": 0.4820478225020613, + "TN": 1563747, + "TP": 6431, + "n_pred": 6620, + "n_ref": 13152 + }, + "6": { + "Dice": 0.9523681856737074, + "FN": 8743, + "FP": 11866, + "IoU": 0.9090676444244422, + "TN": 1350447, + "TP": 206032, + "n_pred": 217898, + "n_ref": 214775 + }, + "7": { + "Dice": 0.929637677432627, + "FN": 4964, + "FP": 16926, + "IoU": 0.8685261596305038, + "TN": 1410591, + "TP": 144607, + "n_pred": 161533, + "n_ref": 149571 + }, + "8": { + "Dice": 0.9558092913797612, + "FN": 170, + "FP": 1351, + "IoU": 0.9153589315525876, + "TN": 1559118, + "TP": 16449, + "n_pred": 17800, + "n_ref": 16619 + }, + "9": { + "Dice": 0.7654886950329357, + "FN": 1695, + "FP": 8843, + "IoU": 0.6200742690269315, + "TN": 1549351, + "TP": 17199, + "n_pred": 26042, + "n_ref": 18894 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0307.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0307.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5491033304867634, + "FN": 1330, + "FP": 5006, + "IoU": 0.37845791642142435, + "TN": 165038, + "TP": 3858, + "n_pred": 8864, + "n_ref": 5188 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 23, + "IoU": 0.0, + "TN": 175209, + "TP": 0, + "n_pred": 23, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9555314153555033, + "FN": 820, + "FP": 449, + "IoU": 0.9148493591894249, + "TN": 160329, + "TP": 13634, + "n_pred": 14083, + "n_ref": 14454 + }, + "9": { + "Dice": 0.9010313008865569, + "FN": 524, + "FP": 23, + "IoU": 0.8198880474152124, + "TN": 172195, + "TP": 2490, + "n_pred": 2513, + "n_ref": 3014 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0332.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0332.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.971811073602816, + "FN": 713, + "FP": 264, + "IoU": 0.9451678078347738, + "TN": 507878, + "TP": 16841, + "n_pred": 17105, + "n_ref": 17554 + }, + "10": { + "Dice": 0.8660165874310303, + "FN": 3076, + "FP": 785, + "IoU": 0.763694228532958, + "TN": 509357, + "TP": 12478, + "n_pred": 13263, + "n_ref": 15554 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7435109651446128, + "FN": 1811, + "FP": 610, + "IoU": 0.5917369308600338, + "TN": 519766, + "TP": 3509, + "n_pred": 4119, + "n_ref": 5320 + }, + "13": { + "Dice": 0.04395604395604396, + "FN": 335, + "FP": 535, + "IoU": 0.02247191011235955, + "TN": 524806, + "TP": 20, + "n_pred": 555, + "n_ref": 355 + }, + "14": { + "Dice": 0.23635003739715782, + "FN": 2042, + "FP": 0, + "IoU": 0.13401187446988974, + "TN": 523338, + "TP": 316, + "n_pred": 316, + "n_ref": 2358 + }, + "15": { + "Dice": 0.4521780763504971, + "FN": 72240, + "FP": 989, + "IoU": 0.2921383070245817, + "TN": 422245, + "TP": 30222, + "n_pred": 31211, + "n_ref": 102462 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9695157947622935, + "FN": 915, + "FP": 1512, + "IoU": 0.9408351819799615, + "TN": 484675, + "TP": 38594, + "n_pred": 40106, + "n_ref": 39509 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 361, + "IoU": 0.0, + "TN": 525335, + "TP": 0, + "n_pred": 361, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 168, + "IoU": 0.0, + "TN": 525528, + "TP": 0, + "n_pred": 168, + "n_ref": 0 + }, + "7": { + "Dice": 0.8963102289098768, + "FN": 914, + "FP": 4268, + "IoU": 0.8121034120163892, + "TN": 498117, + "TP": 22397, + "n_pred": 26665, + "n_ref": 23311 + }, + "8": { + "Dice": 0.9263757115749526, + "FN": 299, + "FP": 89, + "IoU": 0.8628490632732414, + "TN": 522867, + "TP": 2441, + "n_pred": 2530, + "n_ref": 2740 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0387.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0387.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.955418644056793, + "FN": 4060, + "FP": 2807, + "IoU": 0.9146426351771286, + "TN": 620478, + "TP": 73583, + "n_pred": 76390, + "n_ref": 77643 + }, + "10": { + "Dice": 0.7383877734492059, + "FN": 3316, + "FP": 1049, + "IoU": 0.5852731591448931, + "TN": 690403, + "TP": 6160, + "n_pred": 7209, + "n_ref": 9476 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 19, + "IoU": 0.0, + "TN": 700909, + "TP": 0, + "n_pred": 19, + "n_ref": 0 + }, + "13": { + "Dice": 0.8094476565383196, + "FN": 2107, + "FP": 991, + "IoU": 0.6798925397809464, + "TN": 691250, + "TP": 6580, + "n_pred": 7571, + "n_ref": 8687 + }, + "14": { + "Dice": 0.46647620205458634, + "FN": 4114, + "FP": 4663, + "IoU": 0.30418582527350563, + "TN": 688314, + "TP": 3837, + "n_pred": 8500, + "n_ref": 7951 + }, + "15": { + "Dice": 0.747756216964064, + "FN": 7465, + "FP": 20977, + "IoU": 0.5971331038683267, + "TN": 630329, + "TP": 42157, + "n_pred": 63134, + "n_ref": 49622 + }, + "2": { + "Dice": 0.9499935101458054, + "FN": 3700, + "FP": 2079, + "IoU": 0.9047501318565401, + "TN": 640256, + "TP": 54893, + "n_pred": 56972, + "n_ref": 58593 + }, + "3": { + "Dice": 0.9613894072053969, + "FN": 1010, + "FP": 3294, + "IoU": 0.925649530127142, + "TN": 643040, + "TP": 53584, + "n_pred": 56878, + "n_ref": 54594 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 12, + "IoU": 0.0, + "TN": 700916, + "TP": 0, + "n_pred": 12, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7380755900313584, + "FN": 1517, + "FP": 70, + "IoU": 0.5848809835207952, + "TN": 697105, + "TP": 2236, + "n_pred": 2306, + "n_ref": 3753 + }, + "7": { + "Dice": 0.9313920096730314, + "FN": 2111, + "FP": 4698, + "IoU": 0.871593716408622, + "TN": 647901, + "TP": 46218, + "n_pred": 50916, + "n_ref": 48329 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9546705096292415, + "FN": 1057, + "FP": 327, + "IoU": 0.9132723398922171, + "TN": 684970, + "TP": 14574, + "n_pred": 14901, + "n_ref": 15631 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0390.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0390.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": 0.5917124645548164, + "FN": 3758.64, + "FP": 5809.664444444444, + "IoU": 0.5058442157892572, + "TN": 856963.2022222223, + "TP": 15469.56, + "n_pred": 21279.224444444444, + "n_ref": 19228.199999999993 + }, + "mean": { + "1": { + "Dice": 0.8267759320000377, + "FN": 898.4666666666667, + "FP": 391.6333333333333, + "IoU": 0.7508316480145741, + "TN": 871835.8, + "TP": 8875.166666666666, + "n_pred": 9266.8, + "n_ref": 9773.633333333333 + }, + "10": { + "Dice": 0.648063472119599, + "FN": 4847.433333333333, + "FP": 4167.866666666667, + "IoU": 0.5082903622596795, + "TN": 862816.2666666667, + "TP": 10169.5, + "n_pred": 14337.366666666667, + "n_ref": 15016.933333333332 + }, + "11": { + "Dice": 0.4774879989806795, + "FN": 251.16666666666666, + "FP": 164.86666666666667, + "IoU": 0.35848837202934125, + "TN": 881091.1666666666, + "TP": 493.8666666666667, + "n_pred": 658.7333333333333, + "n_ref": 745.0333333333333 + }, + "12": { + "Dice": 0.3794813257512864, + "FN": 472.6666666666667, + "FP": 452.06666666666666, + "IoU": 0.2820029070165292, + "TN": 880189.4666666667, + "TP": 886.8666666666667, + "n_pred": 1338.9333333333334, + "n_ref": 1359.5333333333333 + }, + "13": { + "Dice": 0.4966093874017439, + "FN": 3079.1, + "FP": 3414.9666666666667, + "IoU": 0.37674764819628437, + "TN": 868839.1333333333, + "TP": 6667.866666666667, + "n_pred": 10082.833333333334, + "n_ref": 9746.966666666667 + }, + "14": { + "Dice": 0.4101691004145447, + "FN": 2069.2, + "FP": 11798.333333333334, + "IoU": 0.32486807322624917, + "TN": 859399.8666666667, + "TP": 8733.666666666666, + "n_pred": 20532.0, + "n_ref": 10802.866666666667 + }, + "15": { + "Dice": 0.5446016901980966, + "FN": 1534.7666666666667, + "FP": 6251.166666666667, + "IoU": 0.4386318660622798, + "TN": 866019.8333333334, + "TP": 8195.3, + "n_pred": 14446.466666666667, + "n_ref": 9730.066666666668 + }, + "2": { + "Dice": 0.5574084998623183, + "FN": 709.0666666666667, + "FP": 2612.2, + "IoU": 0.5121499867590824, + "TN": 866595.3666666667, + "TP": 12084.433333333332, + "n_pred": 14696.633333333333, + "n_ref": 12793.5 + }, + "3": { + "Dice": 0.7571558809259119, + "FN": 1281.8333333333333, + "FP": 1630.6333333333334, + "IoU": 0.6957034512344701, + "TN": 862661.7, + "TP": 16426.9, + "n_pred": 18057.533333333333, + "n_ref": 17708.733333333334 + }, + "4": { + "Dice": 0.33249625545736045, + "FN": 645.0666666666667, + "FP": 2460.5333333333333, + "IoU": 0.27455866605358137, + "TN": 875933.8333333334, + "TP": 2961.633333333333, + "n_pred": 5422.166666666667, + "n_ref": 3606.7 + }, + "5": { + "Dice": 0.2859451053195082, + "FN": 561.0666666666667, + "FP": 528.5333333333333, + "IoU": 0.23387504895847028, + "TN": 879806.9, + "TP": 1104.5666666666666, + "n_pred": 1633.1, + "n_ref": 1665.6333333333334 + }, + "6": { + "Dice": 0.8373376954053476, + "FN": 21613.666666666668, + "FP": 9326.266666666666, + "IoU": 0.7642275793970589, + "TN": 778807.6333333333, + "TP": 72253.5, + "n_pred": 81579.76666666666, + "n_ref": 93867.16666666667 + }, + "7": { + "Dice": 0.6296697198157352, + "FN": 15856.866666666667, + "FP": 41325.1, + "IoU": 0.5358626683059284, + "TN": 768920.2333333333, + "TP": 55898.86666666667, + "n_pred": 97223.96666666666, + "n_ref": 71755.73333333334 + }, + "8": { + "Dice": 0.8797991815938296, + "FN": 1044.4333333333334, + "FP": 792.1666666666666, + "IoU": 0.8206403100021107, + "TN": 864558.9, + "TP": 15605.566666666668, + "n_pred": 16397.733333333334, + "n_ref": 16650.0 + }, + "9": { + "Dice": 0.8126857230762464, + "FN": 1514.8, + "FP": 1828.6333333333334, + "IoU": 0.7107846493232183, + "TN": 866971.9333333333, + "TP": 11685.7, + "n_pred": 13514.333333333334, + "n_ref": 13200.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6389883082796468, + "FN": 4145, + "FP": 394, + "IoU": 0.4694950911640954, + "TN": 166676, + "TP": 4017, + "n_pred": 4411, + "n_ref": 8162 + }, + "11": { + "Dice": 0.7137917787168652, + "FN": 479, + "FP": 266, + "IoU": 0.554958183990442, + "TN": 173558, + "TP": 929, + "n_pred": 1195, + "n_ref": 1408 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 50, + "IoU": 0.0, + "TN": 175182, + "TP": 0, + "n_pred": 50, + "n_ref": 0 + }, + "13": { + "Dice": 0.4509640957446808, + "FN": 2623, + "FP": 10589, + "IoU": 0.29112565725936257, + "TN": 156594, + "TP": 5426, + "n_pred": 16015, + "n_ref": 8049 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9201264918902377, + "FN": 565, + "FP": 218, + "IoU": 0.8520687700736822, + "TN": 169939, + "TP": 4510, + "n_pred": 4728, + "n_ref": 5075 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.015968063872255488, + "FN": 493, + "FP": 0, + "IoU": 0.008048289738430584, + "TN": 174735, + "TP": 4, + "n_pred": 4, + "n_ref": 497 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 80, + "IoU": 0.0, + "TN": 175152, + "TP": 0, + "n_pred": 80, + "n_ref": 0 + }, + "6": { + "Dice": 0.9197137173676763, + "FN": 4175, + "FP": 3655, + "IoU": 0.851361099510232, + "TN": 122554, + "TP": 44848, + "n_pred": 48503, + "n_ref": 49023 + }, + "7": { + "Dice": 0.0935412026726058, + "FN": 0, + "FP": 1628, + "IoU": 0.04906542056074766, + "TN": 173520, + "TP": 84, + "n_pred": 1712, + "n_ref": 84 + }, + "8": { + "Dice": 0.7372262773722628, + "FN": 1, + "FP": 71, + "IoU": 0.5838150289017341, + "TN": 175059, + "TP": 101, + "n_pred": 172, + "n_ref": 102 + }, + "9": { + "Dice": 0.938952467878958, + "FN": 1016, + "FP": 2462, + "IoU": 0.884929693961952, + "TN": 145007, + "TP": 26747, + "n_pred": 29209, + "n_ref": 27763 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0004.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0004.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9585764337633814, + "FN": 4446, + "FP": 1099, + "IoU": 0.9204481873090111, + "TN": 981689, + "TP": 64158, + "n_pred": 65257, + "n_ref": 68604 + }, + "10": { + "Dice": 0.4777503090234858, + "FN": 3096, + "FP": 5354, + "IoU": 0.31384490458790093, + "TN": 1039077, + "TP": 3865, + "n_pred": 9219, + "n_ref": 6961 + }, + "11": { + "Dice": 0.5743190661478599, + "FN": 796, + "FP": 298, + "IoU": 0.4028384279475983, + "TN": 1049560, + "TP": 738, + "n_pred": 1036, + "n_ref": 1534 + }, + "12": { + "Dice": 0.5862403100775194, + "FN": 1410, + "FP": 1152, + "IoU": 0.4146675805346127, + "TN": 1047015, + "TP": 1815, + "n_pred": 2967, + "n_ref": 3225 + }, + "13": { + "Dice": 0.7249399884115554, + "FN": 2754, + "FP": 569, + "IoU": 0.5685536224357309, + "TN": 1043690, + "TP": 4379, + "n_pred": 4948, + "n_ref": 7133 + }, + "14": { + "Dice": 0.9772156947468134, + "FN": 4080, + "FP": 1404, + "IoU": 0.9554465098141167, + "TN": 928304, + "TP": 117604, + "n_pred": 119008, + "n_ref": 121684 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8338103415378745, + "FN": 298, + "FP": 1444, + "IoU": 0.7149869109947644, + "TN": 1045280, + "TP": 4370, + "n_pred": 5814, + "n_ref": 4668 + }, + "3": { + "Dice": 0.940610122045616, + "FN": 3296, + "FP": 2305, + "IoU": 0.8878790911820639, + "TN": 1001437, + "TP": 44354, + "n_pred": 46659, + "n_ref": 47650 + }, + "4": { + "Dice": 0.8892242680350135, + "FN": 707, + "FP": 1128, + "IoU": 0.8005434782608696, + "TN": 1042192, + "TP": 7365, + "n_pred": 8493, + "n_ref": 8072 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 17, + "IoU": 0.0, + "TN": 1051375, + "TP": 0, + "n_pred": 17, + "n_ref": 0 + }, + "6": { + "Dice": 0.8227819378261856, + "FN": 1163, + "FP": 6647, + "IoU": 0.6989205859676175, + "TN": 1025452, + "TP": 18130, + "n_pred": 24777, + "n_ref": 19293 + }, + "7": { + "Dice": 0.518348623853211, + "FN": 580, + "FP": 50, + "IoU": 0.3498452012383901, + "TN": 1050423, + "TP": 339, + "n_pred": 389, + "n_ref": 919 + }, + "8": { + "Dice": 0.7718120805369127, + "FN": 131, + "FP": 141, + "IoU": 0.6284153005464481, + "TN": 1050660, + "TP": 460, + "n_pred": 601, + "n_ref": 591 + }, + "9": { + "Dice": 0.9429066212084314, + "FN": 2632, + "FP": 1588, + "IoU": 0.8919804438528681, + "TN": 1012325, + "TP": 34847, + "n_pred": 36435, + "n_ref": 37479 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0019.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0019.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.64254663833603, + "FN": 14635, + "FP": 3702, + "IoU": 0.473347119306106, + "TN": 490878, + "TP": 16481, + "n_pred": 20183, + "n_ref": 31116 + }, + "11": { + "Dice": 0.43795620437956206, + "FN": 390, + "FP": 72, + "IoU": 0.2803738317757009, + "TN": 525054, + "TP": 180, + "n_pred": 252, + "n_ref": 570 + }, + "12": { + "Dice": 0.7189339944220638, + "FN": 1500, + "FP": 2128, + "IoU": 0.5611998064828253, + "TN": 517428, + "TP": 4640, + "n_pred": 6768, + "n_ref": 6140 + }, + "13": { + "Dice": 0.7013837507674385, + "FN": 7084, + "FP": 11885, + "IoU": 0.5401008582650438, + "TN": 484450, + "TP": 22277, + "n_pred": 34162, + "n_ref": 29361 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9198529885872719, + "FN": 480, + "FP": 763, + "IoU": 0.8515998089780324, + "TN": 517320, + "TP": 7133, + "n_pred": 7896, + "n_ref": 7613 + }, + "3": { + "Dice": 0.9483768300445576, + "FN": 649, + "FP": 973, + "IoU": 0.9018219236123721, + "TN": 509175, + "TP": 14899, + "n_pred": 15872, + "n_ref": 15548 + }, + "4": { + "Dice": 0.7952150384505838, + "FN": 2193, + "FP": 1402, + "IoU": 0.660047281323877, + "TN": 515121, + "TP": 6980, + "n_pred": 8382, + "n_ref": 9173 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 525694, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "6": { + "Dice": 0.9407407407407408, + "FN": 541, + "FP": 403, + "IoU": 0.8881118881118881, + "TN": 517259, + "TP": 7493, + "n_pred": 7896, + "n_ref": 8034 + }, + "7": { + "Dice": 0.8282960851957402, + "FN": 8482, + "FP": 676, + "IoU": 0.7069158639229366, + "TN": 494449, + "TP": 22089, + "n_pred": 22765, + "n_ref": 30571 + }, + "8": { + "Dice": 0.9411815774623432, + "FN": 261, + "FP": 1094, + "IoU": 0.8888979993440472, + "TN": 513500, + "TP": 10841, + "n_pred": 11935, + "n_ref": 11102 + }, + "9": { + "Dice": 0.9033362528863763, + "FN": 343, + "FP": 4513, + "IoU": 0.8237130617875553, + "TN": 498150, + "TP": 22690, + "n_pred": 27203, + "n_ref": 23033 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0027.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0027.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8422131147540983, + "FN": 198, + "FP": 110, + "IoU": 0.727433628318584, + "TN": 875030, + "TP": 822, + "n_pred": 932, + "n_ref": 1020 + }, + "10": { + "Dice": 0.7775368003322413, + "FN": 1871, + "FP": 2950, + "IoU": 0.6360410690019629, + "TN": 862914, + "TP": 8425, + "n_pred": 11375, + "n_ref": 10296 + }, + "11": { + "Dice": 0.7675641229886888, + "FN": 789, + "FP": 670, + "IoU": 0.6228024819027922, + "TN": 872292, + "TP": 2409, + "n_pred": 3079, + "n_ref": 3198 + }, + "12": { + "Dice": 0.6260124971071511, + "FN": 1239, + "FP": 1993, + "IoU": 0.4556173151423278, + "TN": 870223, + "TP": 2705, + "n_pred": 4698, + "n_ref": 3944 + }, + "13": { + "Dice": 0.523469309364677, + "FN": 3234, + "FP": 2969, + "IoU": 0.35452653485952135, + "TN": 866550, + "TP": 3407, + "n_pred": 6376, + "n_ref": 6641 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9365702725217184, + "FN": 600, + "FP": 999, + "IoU": 0.8807072515666965, + "TN": 862756, + "TP": 11805, + "n_pred": 12804, + "n_ref": 12405 + }, + "3": { + "Dice": 0.9448955601772312, + "FN": 1686, + "FP": 1361, + "IoU": 0.8955469473106853, + "TN": 846989, + "TP": 26124, + "n_pred": 27485, + "n_ref": 27810 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 18, + "IoU": 0.0, + "TN": 876142, + "TP": 0, + "n_pred": 18, + "n_ref": 0 + }, + "6": { + "Dice": 0.9378194228979212, + "FN": 5828, + "FP": 19223, + "IoU": 0.8829190093614316, + "TN": 662197, + "TP": 188912, + "n_pred": 208135, + "n_ref": 194740 + }, + "7": { + "Dice": 0.7190215642098488, + "FN": 1008, + "FP": 738, + "IoU": 0.5613065326633165, + "TN": 872180, + "TP": 2234, + "n_pred": 2972, + "n_ref": 3242 + }, + "8": { + "Dice": 0.9393693918245264, + "FN": 1606, + "FP": 340, + "IoU": 0.8856706421479349, + "TN": 859139, + "TP": 15075, + "n_pred": 15415, + "n_ref": 16681 + }, + "9": { + "Dice": 0.8217752218376747, + "FN": 3204, + "FP": 3645, + "IoU": 0.6974689694774504, + "TN": 853521, + "TP": 15790, + "n_pred": 19435, + "n_ref": 18994 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0030.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0030.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7553173212383603, + "FN": 6495, + "FP": 7747, + "IoU": 0.6068352473498233, + "TN": 139008, + "TP": 21982, + "n_pred": 29729, + "n_ref": 28477 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8326934984520123, + "FN": 2566, + "FP": 8242, + "IoU": 0.7133460640780819, + "TN": 137528, + "TP": 26896, + "n_pred": 35138, + "n_ref": 29462 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8628394637332417, + "FN": 356, + "FP": 43, + "IoU": 0.7587666263603385, + "TN": 173578, + "TP": 1255, + "n_pred": 1298, + "n_ref": 1611 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 875, + "IoU": 0.0, + "TN": 174357, + "TP": 0, + "n_pred": 875, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9171834091222268, + "FN": 339, + "FP": 262, + "IoU": 0.8470348689233902, + "TN": 171303, + "TP": 3328, + "n_pred": 3590, + "n_ref": 3667 + }, + "7": { + "Dice": 0.011494252873563218, + "FN": 1696, + "FP": 24, + "IoU": 0.005780346820809248, + "TN": 173502, + "TP": 10, + "n_pred": 34, + "n_ref": 1706 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.892444141224629, + "FN": 735, + "FP": 2418, + "IoU": 0.8057779967968461, + "TN": 158998, + "TP": 13081, + "n_pred": 15499, + "n_ref": 13816 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0043.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0043.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.5102465102465102, + "FN": 1414, + "FP": 235, + "IoU": 0.34250398724082937, + "TN": 873652, + "TP": 859, + "n_pred": 1094, + "n_ref": 2273 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 6999, + "IoU": 0.0, + "TN": 869161, + "TP": 0, + "n_pred": 6999, + "n_ref": 0 + }, + "3": { + "Dice": 0.9174324998218992, + "FN": 13298, + "FP": 4087, + "IoU": 0.8474598578573309, + "TN": 762190, + "TP": 96585, + "n_pred": 100672, + "n_ref": 109883 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 876157, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "5": { + "Dice": 0.7750887383026783, + "FN": 935, + "FP": 5338, + "IoU": 0.6327713382507903, + "TN": 859078, + "TP": 10809, + "n_pred": 16147, + "n_ref": 11744 + }, + "6": { + "Dice": 0.4886298908995312, + "FN": 394, + "FP": 11277, + "IoU": 0.32330260335130745, + "TN": 858913, + "TP": 5576, + "n_pred": 16853, + "n_ref": 5970 + }, + "7": { + "Dice": 0.9091341633342018, + "FN": 27040, + "FP": 5044, + "IoU": 0.833406027374499, + "TN": 683572, + "TP": 160504, + "n_pred": 165548, + "n_ref": 187544 + }, + "8": { + "Dice": 0.8983595959595959, + "FN": 3825, + "FP": 2464, + "IoU": 0.8154744439880288, + "TN": 842078, + "TP": 27793, + "n_pred": 30257, + "n_ref": 31618 + }, + "9": { + "Dice": 0.44195176668536174, + "FN": 746, + "FP": 249, + "IoU": 0.2836573074154068, + "TN": 874771, + "TP": 394, + "n_pred": 643, + "n_ref": 1140 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0048.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0048.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7191111111111111, + "FN": 121, + "FP": 511, + "IoU": 0.5614156835530881, + "TN": 874719, + "TP": 809, + "n_pred": 1320, + "n_ref": 930 + }, + "10": { + "Dice": 0.747416105906672, + "FN": 3274, + "FP": 2469, + "IoU": 0.5966994382022472, + "TN": 861920, + "TP": 8497, + "n_pred": 10966, + "n_ref": 11771 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7369301547469678, + "FN": 913, + "FP": 974, + "IoU": 0.5834437086092715, + "TN": 871630, + "TP": 2643, + "n_pred": 3617, + "n_ref": 3556 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 104, + "IoU": 0.0, + "TN": 876056, + "TP": 0, + "n_pred": 104, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 876159, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "3": { + "Dice": 0.9057471264367816, + "FN": 403, + "FP": 376, + "IoU": 0.8277310924369747, + "TN": 871638, + "TP": 3743, + "n_pred": 4119, + "n_ref": 4146 + }, + "4": { + "Dice": 0.8216335001831279, + "FN": 629, + "FP": 832, + "IoU": 0.6972648155822627, + "TN": 871334, + "TP": 3365, + "n_pred": 4197, + "n_ref": 3994 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9640228281743256, + "FN": 4333, + "FP": 4978, + "IoU": 0.9305444698896738, + "TN": 742103, + "TP": 124746, + "n_pred": 129724, + "n_ref": 129079 + }, + "7": { + "Dice": 0.9242391878674776, + "FN": 9422, + "FP": 4056, + "IoU": 0.8591493363987878, + "TN": 780470, + "TP": 82212, + "n_pred": 86268, + "n_ref": 91634 + }, + "8": { + "Dice": 0.9265873512836569, + "FN": 940, + "FP": 1991, + "IoU": 0.863216352436065, + "TN": 854732, + "TP": 18497, + "n_pred": 20488, + "n_ref": 19437 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0066.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0066.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1879, + "IoU": 0.0, + "TN": 874281, + "TP": 0, + "n_pred": 1879, + "n_ref": 0 + }, + "11": { + "Dice": 0.45129059117402165, + "FN": 1244, + "FP": 74, + "IoU": 0.2913978494623656, + "TN": 874300, + "TP": 542, + "n_pred": 616, + "n_ref": 1786 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 876153, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "13": { + "Dice": 0.5607751126715392, + "FN": 19115, + "FP": 6906, + "IoU": 0.38963689247513605, + "TN": 833528, + "TP": 16611, + "n_pred": 23517, + "n_ref": 35726 + }, + "14": { + "Dice": 0.24641266699653636, + "FN": 340, + "FP": 11844, + "IoU": 0.14051918735891647, + "TN": 861984, + "TP": 1992, + "n_pred": 13836, + "n_ref": 2332 + }, + "15": { + "Dice": 0.8256038031034506, + "FN": 4150, + "FP": 21823, + "IoU": 0.7030027901019988, + "TN": 788708, + "TP": 61479, + "n_pred": 83302, + "n_ref": 65629 + }, + "2": { + "Dice": 0.936874567310718, + "FN": 689, + "FP": 1317, + "IoU": 0.8812455600284158, + "TN": 859268, + "TP": 14886, + "n_pred": 16203, + "n_ref": 15575 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 9, + "IoU": 0.0, + "TN": 876151, + "TP": 0, + "n_pred": 9, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1486, + "IoU": 0.0, + "TN": 874674, + "TP": 0, + "n_pred": 1486, + "n_ref": 0 + }, + "5": { + "Dice": 0.4604668674698795, + "FN": 1498, + "FP": 4234, + "IoU": 0.2990951332844216, + "TN": 867982, + "TP": 2446, + "n_pred": 6680, + "n_ref": 3944 + }, + "6": { + "Dice": 0.849075149673845, + "FN": 872, + "FP": 817, + "IoU": 0.7377329192546583, + "TN": 869720, + "TP": 4751, + "n_pred": 5568, + "n_ref": 5623 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1907, + "IoU": 0.0, + "TN": 874253, + "TP": 0, + "n_pred": 1907, + "n_ref": 0 + }, + "8": { + "Dice": 0.8980561444736775, + "FN": 3499, + "FP": 492, + "IoU": 0.814974501622624, + "TN": 854590, + "TP": 17579, + "n_pred": 18071, + "n_ref": 21078 + }, + "9": { + "Dice": 0.5332749135874593, + "FN": 7040, + "FP": 2547, + "IoU": 0.3635820499203399, + "TN": 861096, + "TP": 5477, + "n_pred": 8024, + "n_ref": 12517 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0067.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0067.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0076.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0076.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9093590479412224, + "FN": 20107, + "FP": 3740, + "IoU": 0.8337840663553356, + "TN": 907922, + "TP": 119623, + "n_pred": 123363, + "n_ref": 139730 + }, + "10": { + "Dice": 0.6711470347833984, + "FN": 351, + "FP": 3270, + "IoU": 0.5050574084199015, + "TN": 1044076, + "TP": 3695, + "n_pred": 6965, + "n_ref": 4046 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6271881838074398, + "FN": 1897, + "FP": 829, + "IoU": 0.45686391711496316, + "TN": 1046373, + "TP": 2293, + "n_pred": 3122, + "n_ref": 4190 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.7667691205872699, + "FN": 8739, + "FP": 30340, + "IoU": 0.6217563421314982, + "TN": 948075, + "TP": 64238, + "n_pred": 94578, + "n_ref": 72977 + }, + "15": { + "Dice": 0.09318096519949785, + "FN": 2346, + "FP": 67723, + "IoU": 0.04886723044971426, + "TN": 977723, + "TP": 3600, + "n_pred": 71323, + "n_ref": 5946 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 3468, + "IoU": 0.0, + "TN": 1047924, + "TP": 0, + "n_pred": 3468, + "n_ref": 0 + }, + "3": { + "Dice": 0.8670457888028238, + "FN": 4300, + "FP": 1124, + "IoU": 0.765296408481177, + "TN": 1028282, + "TP": 17686, + "n_pred": 18810, + "n_ref": 21986 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.019998930538473878, + "FN": 275, + "FP": 18052, + "IoU": 0.010100464513341255, + "TN": 1032878, + "TP": 187, + "n_pred": 18239, + "n_ref": 462 + }, + "7": { + "Dice": 0.8109990393852066, + "FN": 318, + "FP": 2830, + "IoU": 0.6820844273884064, + "TN": 1041490, + "TP": 6754, + "n_pred": 9584, + "n_ref": 7072 + }, + "8": { + "Dice": 0.9201073492981008, + "FN": 767, + "FP": 1555, + "IoU": 0.8520359395909004, + "TN": 1035699, + "TP": 13371, + "n_pred": 14926, + "n_ref": 14138 + }, + "9": { + "Dice": 0.23346303501945526, + "FN": 184, + "FP": 13, + "IoU": 0.13215859030837004, + "TN": 1051165, + "TP": 30, + "n_pred": 43, + "n_ref": 214 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0077.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0077.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.5725529249253108, + "FN": 23467, + "FP": 3145, + "IoU": 0.4011027343310454, + "TN": 481261, + "TP": 17823, + "n_pred": 20968, + "n_ref": 41290 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 41, + "IoU": 0.0, + "TN": 525655, + "TP": 0, + "n_pred": 41, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6627028316894686, + "FN": 5508, + "FP": 11454, + "IoU": 0.4955539033457249, + "TN": 492071, + "TP": 16663, + "n_pred": 28117, + "n_ref": 22171 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7427027791778302, + "FN": 9697, + "FP": 48499, + "IoU": 0.5907137682943125, + "TN": 383507, + "TP": 83993, + "n_pred": 132492, + "n_ref": 93690 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 8085, + "IoU": 0.0, + "TN": 517611, + "TP": 0, + "n_pred": 8085, + "n_ref": 0 + }, + "4": { + "Dice": 0.11307420494699646, + "FN": 245, + "FP": 6, + "IoU": 0.0599250936329588, + "TN": 525429, + "TP": 16, + "n_pred": 22, + "n_ref": 261 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 590, + "IoU": 0.0, + "TN": 525106, + "TP": 0, + "n_pred": 590, + "n_ref": 0 + }, + "6": { + "Dice": 0.9634534163983106, + "FN": 2184, + "FP": 1459, + "IoU": 0.9294839533893384, + "TN": 474034, + "TP": 48019, + "n_pred": 49478, + "n_ref": 50203 + }, + "7": { + "Dice": 0.7234825377459204, + "FN": 57630, + "FP": 390, + "IoU": 0.5667627424918983, + "TN": 391774, + "TP": 75902, + "n_pred": 76292, + "n_ref": 133532 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.82545659951045, + "FN": 1388, + "FP": 3247, + "IoU": 0.7027893555626803, + "TN": 510101, + "TP": 10960, + "n_pred": 14207, + "n_ref": 12348 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0103.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0103.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9692810261635748, + "FN": 134, + "FP": 891, + "IoU": 0.940393114677832, + "TN": 2961748, + "TP": 16171, + "n_pred": 17062, + "n_ref": 16305 + }, + "10": { + "Dice": 0.4996535316672056, + "FN": 1527, + "FP": 20135, + "IoU": 0.3330254326005296, + "TN": 2946466, + "TP": 10816, + "n_pred": 30951, + "n_ref": 12343 + }, + "11": { + "Dice": 0.6370370370370371, + "FN": 65, + "FP": 131, + "IoU": 0.4673913043478261, + "TN": 2978576, + "TP": 172, + "n_pred": 303, + "n_ref": 237 + }, + "12": { + "Dice": 0.6661889064067651, + "FN": 1964, + "FP": 365, + "IoU": 0.49946271222866967, + "TN": 2974291, + "TP": 2324, + "n_pred": 2689, + "n_ref": 4288 + }, + "13": { + "Dice": 0.6081681291301051, + "FN": 881, + "FP": 2736, + "IoU": 0.4369551681195517, + "TN": 2972520, + "TP": 2807, + "n_pred": 5543, + "n_ref": 3688 + }, + "14": { + "Dice": 0.1474131129673762, + "FN": 11639, + "FP": 93184, + "IoU": 0.07957149756333143, + "TN": 2865059, + "TP": 9062, + "n_pred": 102246, + "n_ref": 20701 + }, + "15": { + "Dice": 0.7789798031671732, + "FN": 1149, + "FP": 25104, + "IoU": 0.637974543900051, + "TN": 2906427, + "TP": 46264, + "n_pred": 71368, + "n_ref": 47413 + }, + "2": { + "Dice": 0.9717210745687426, + "FN": 776, + "FP": 2942, + "IoU": 0.944997559063272, + "TN": 2911347, + "TP": 63879, + "n_pred": 66821, + "n_ref": 64655 + }, + "3": { + "Dice": 0.9225807633811591, + "FN": 378, + "FP": 3847, + "IoU": 0.8562876288309126, + "TN": 2949545, + "TP": 25174, + "n_pred": 29021, + "n_ref": 25552 + }, + "4": { + "Dice": 0.34467120181405897, + "FN": 689, + "FP": 6247, + "IoU": 0.20821917808219179, + "TN": 2970184, + "TP": 1824, + "n_pred": 8071, + "n_ref": 2513 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 2978939, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "6": { + "Dice": 0.41883796256485223, + "FN": 1166, + "FP": 79934, + "IoU": 0.26489249845908414, + "TN": 2868620, + "TP": 29224, + "n_pred": 109158, + "n_ref": 30390 + }, + "7": { + "Dice": 0.7961397396439166, + "FN": 61567, + "FP": 48320, + "IoU": 0.6613223858792636, + "TN": 2654485, + "TP": 214572, + "n_pred": 262892, + "n_ref": 276139 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9115305890379805, + "FN": 113, + "FP": 665, + "IoU": 0.8374425407438362, + "TN": 2974158, + "TP": 4008, + "n_pred": 4673, + "n_ref": 4121 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0111.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0111.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8864628820960698, + "FN": 26, + "FP": 26, + "IoU": 0.796078431372549, + "TN": 1401601, + "TP": 203, + "n_pred": 229, + "n_ref": 229 + }, + "10": { + "Dice": 0.7582861387057841, + "FN": 2858, + "FP": 7556, + "IoU": 0.6106770346555012, + "TN": 1375107, + "TP": 16335, + "n_pred": 23891, + "n_ref": 19193 + }, + "11": { + "Dice": 0.49101796407185627, + "FN": 17, + "FP": 68, + "IoU": 0.3253968253968254, + "TN": 1401730, + "TP": 41, + "n_pred": 109, + "n_ref": 58 + }, + "12": { + "Dice": 0.0, + "FN": 116, + "FP": 0, + "IoU": 0.0, + "TN": 1401740, + "TP": 0, + "n_pred": 0, + "n_ref": 116 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 950, + "IoU": 0.0, + "TN": 1400906, + "TP": 0, + "n_pred": 950, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9616836866043079, + "FN": 503, + "FP": 1283, + "IoU": 0.9261952973263358, + "TN": 1377657, + "TP": 22413, + "n_pred": 23696, + "n_ref": 22916 + }, + "4": { + "Dice": 0.04372950179603311, + "FN": 536, + "FP": 17833, + "IoU": 0.02235350471020278, + "TN": 1383067, + "TP": 420, + "n_pred": 18253, + "n_ref": 956 + }, + "5": { + "Dice": 0.8969151178386664, + "FN": 69, + "FP": 1007, + "IoU": 0.8130970991836026, + "TN": 1396099, + "TP": 4681, + "n_pred": 5688, + "n_ref": 4750 + }, + "6": { + "Dice": 0.926122549128951, + "FN": 5098, + "FP": 21398, + "IoU": 0.8624099038281785, + "TN": 1209284, + "TP": 166076, + "n_pred": 187474, + "n_ref": 171174 + }, + "7": { + "Dice": 0.7106583819346226, + "FN": 37407, + "FP": 53630, + "IoU": 0.5511792778402256, + "TN": 1199020, + "TP": 111799, + "n_pred": 165429, + "n_ref": 149206 + }, + "8": { + "Dice": 0.9702835795551027, + "FN": 415, + "FP": 460, + "IoU": 0.9422823218997362, + "TN": 1386696, + "TP": 14285, + "n_pred": 14745, + "n_ref": 14700 + }, + "9": { + "Dice": 0.8886388741152886, + "FN": 3676, + "FP": 1768, + "IoU": 0.7995950671820357, + "TN": 1374691, + "TP": 21721, + "n_pred": 23489, + "n_ref": 25397 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0131.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0131.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9602290408912678, + "FN": 178, + "FP": 461, + "IoU": 0.9235005387286005, + "TN": 692575, + "TP": 7714, + "n_pred": 8175, + "n_ref": 7892 + }, + "10": { + "Dice": 0.9261895841139003, + "FN": 1254, + "FP": 519, + "IoU": 0.8625261688764829, + "TN": 688031, + "TP": 11124, + "n_pred": 11643, + "n_ref": 12378 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 130, + "FP": 0, + "IoU": 0.0, + "TN": 700798, + "TP": 0, + "n_pred": 0, + "n_ref": 130 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 391, + "IoU": 0.0, + "TN": 700537, + "TP": 0, + "n_pred": 391, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 556, + "IoU": 0.0, + "TN": 700372, + "TP": 0, + "n_pred": 556, + "n_ref": 0 + }, + "3": { + "Dice": 0.9612990156326027, + "FN": 3123, + "FP": 3081, + "IoU": 0.9254819530358537, + "TN": 617673, + "TP": 77051, + "n_pred": 80132, + "n_ref": 80174 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6945226239445768, + "FN": 1835, + "FP": 2398, + "IoU": 0.5320066334991708, + "TN": 691883, + "TP": 4812, + "n_pred": 7210, + "n_ref": 6647 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9684273458284758, + "FN": 1096, + "FP": 4185, + "IoU": 0.9387873378693218, + "TN": 614655, + "TP": 80992, + "n_pred": 85177, + "n_ref": 82088 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0134.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0134.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8525096525096525, + "FN": 300, + "FP": 2374, + "IoU": 0.7429340511440108, + "TN": 1216222, + "TP": 7728, + "n_pred": 10102, + "n_ref": 8028 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 9, + "FP": 0, + "IoU": 0.0, + "TN": 1226615, + "TP": 0, + "n_pred": 0, + "n_ref": 9 + }, + "13": { + "Dice": 0.0, + "FN": 7515, + "FP": 0, + "IoU": 0.0, + "TN": 1219109, + "TP": 0, + "n_pred": 0, + "n_ref": 7515 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 47219, + "IoU": 0.0, + "TN": 1179405, + "TP": 0, + "n_pred": 47219, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 2505, + "IoU": 0.0, + "TN": 1224119, + "TP": 0, + "n_pred": 2505, + "n_ref": 0 + }, + "3": { + "Dice": 0.9411657944886416, + "FN": 2978, + "FP": 912, + "IoU": 0.8888698434464632, + "TN": 1191620, + "TP": 31114, + "n_pred": 32026, + "n_ref": 34092 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8422541408680894, + "FN": 2288, + "FP": 2731, + "IoU": 0.727494842002389, + "TN": 1208206, + "TP": 13399, + "n_pred": 16130, + "n_ref": 15687 + }, + "7": { + "Dice": 0.13911707051553435, + "FN": 5944, + "FP": 478022, + "IoU": 0.07475863651136559, + "TN": 703554, + "TP": 39104, + "n_pred": 517126, + "n_ref": 45048 + }, + "8": { + "Dice": 0.9762019876443728, + "FN": 138, + "FP": 305, + "IoU": 0.9535103368664078, + "TN": 1217095, + "TP": 9086, + "n_pred": 9391, + "n_ref": 9224 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0184.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0184.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6843267108167771, + "FN": 137, + "FP": 6, + "IoU": 0.5201342281879194, + "TN": 700630, + "TP": 155, + "n_pred": 161, + "n_ref": 292 + }, + "10": { + "Dice": 0.5432785864404142, + "FN": 2321, + "FP": 21149, + "IoU": 0.372946111304069, + "TN": 663499, + "TP": 13959, + "n_pred": 35108, + "n_ref": 16280 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.09418282548476455, + "FN": 314, + "FP": 13, + "IoU": 0.04941860465116279, + "TN": 700584, + "TP": 17, + "n_pred": 30, + "n_ref": 331 + }, + "13": { + "Dice": 0.6078817733990147, + "FN": 1992, + "FP": 1192, + "IoU": 0.43665958952583156, + "TN": 695276, + "TP": 2468, + "n_pred": 3660, + "n_ref": 4460 + }, + "14": { + "Dice": 0.3153799220083297, + "FN": 32526, + "FP": 44897, + "IoU": 0.18721130427479635, + "TN": 605672, + "TP": 17833, + "n_pred": 62730, + "n_ref": 50359 + }, + "15": { + "Dice": 0.8501848007695813, + "FN": 719, + "FP": 2240, + "IoU": 0.739409951563188, + "TN": 689573, + "TP": 8396, + "n_pred": 10636, + "n_ref": 9115 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 700924, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "3": { + "Dice": 0.8929275852352775, + "FN": 3518, + "FP": 282, + "IoU": 0.8065665563756681, + "TN": 681283, + "TP": 15845, + "n_pred": 16127, + "n_ref": 19363 + }, + "4": { + "Dice": 0.9168327685868048, + "FN": 2463, + "FP": 875, + "IoU": 0.8464369508211804, + "TN": 679191, + "TP": 18399, + "n_pred": 19274, + "n_ref": 20862 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9361417754717338, + "FN": 8406, + "FP": 1723, + "IoU": 0.8799497469569649, + "TN": 616555, + "TP": 74244, + "n_pred": 75967, + "n_ref": 82650 + }, + "7": { + "Dice": 0.8506652731438679, + "FN": 1682, + "FP": 2033, + "IoU": 0.7401371012870733, + "TN": 686632, + "TP": 10581, + "n_pred": 12614, + "n_ref": 12263 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0186.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0186.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 525692, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "6": { + "Dice": 0.9374822996318324, + "FN": 5697, + "FP": 1367, + "IoU": 0.8823215832611448, + "TN": 465668, + "TP": 52964, + "n_pred": 54331, + "n_ref": 58661 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 525693, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "8": { + "Dice": 0.9591836734693877, + "FN": 26, + "FP": 30, + "IoU": 0.9215686274509803, + "TN": 524982, + "TP": 658, + "n_pred": 688, + "n_ref": 684 + }, + "9": { + "Dice": 0.8581548790369256, + "FN": 3811, + "FP": 2316, + "IoU": 0.7515510319938364, + "TN": 501035, + "TP": 18534, + "n_pred": 20850, + "n_ref": 22345 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0190.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0190.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 650, + "IoU": 0.0, + "TN": 2277366, + "TP": 0, + "n_pred": 650, + "n_ref": 0 + }, + "10": { + "Dice": 0.9142725037304806, + "FN": 3008, + "FP": 1071, + "IoU": 0.8420828493999226, + "TN": 2252186, + "TP": 21751, + "n_pred": 22822, + "n_ref": 24759 + }, + "11": { + "Dice": 0.5986394557823129, + "FN": 44, + "FP": 15, + "IoU": 0.42718446601941745, + "TN": 2277913, + "TP": 44, + "n_pred": 59, + "n_ref": 88 + }, + "12": { + "Dice": 0.25886524822695034, + "FN": 35, + "FP": 383, + "IoU": 0.14867617107942974, + "TN": 2277525, + "TP": 73, + "n_pred": 456, + "n_ref": 108 + }, + "13": { + "Dice": 0.5330789670913675, + "FN": 5059, + "FP": 1794, + "IoU": 0.3633999071063632, + "TN": 2267251, + "TP": 3912, + "n_pred": 5706, + "n_ref": 8971 + }, + "14": { + "Dice": 0.3359173126614987, + "FN": 144, + "FP": 113, + "IoU": 0.20186335403726707, + "TN": 2277694, + "TP": 65, + "n_pred": 178, + "n_ref": 209 + }, + "15": { + "Dice": 0.29432873079023325, + "FN": 1086, + "FP": 35098, + "IoU": 0.17255888406128517, + "TN": 2234286, + "TP": 7546, + "n_pred": 42644, + "n_ref": 8632 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 2278008, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "3": { + "Dice": 0.8280323450134771, + "FN": 29, + "FP": 609, + "IoU": 0.7065317387304508, + "TN": 2275842, + "TP": 1536, + "n_pred": 2145, + "n_ref": 1565 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 16811, + "IoU": 0.0, + "TN": 2261205, + "TP": 0, + "n_pred": 16811, + "n_ref": 0 + }, + "5": { + "Dice": 0.3151428401025825, + "FN": 10908, + "FP": 575, + "IoU": 0.1870442477876106, + "TN": 2263891, + "TP": 2642, + "n_pred": 3217, + "n_ref": 13550 + }, + "6": { + "Dice": 0.5549509648256087, + "FN": 456988, + "FP": 20915, + "IoU": 0.38403607858098476, + "TN": 1502154, + "TP": 297959, + "n_pred": 318874, + "n_ref": 754947 + }, + "7": { + "Dice": 0.023462926524484066, + "FN": 1151, + "FP": 417717, + "IoU": 0.011870724227412125, + "TN": 1854116, + "TP": 5032, + "n_pred": 422749, + "n_ref": 6183 + }, + "8": { + "Dice": 0.9557116391891352, + "FN": 1407, + "FP": 1916, + "IoU": 0.9151798248972611, + "TN": 2238839, + "TP": 35854, + "n_pred": 37770, + "n_ref": 37261 + }, + "9": { + "Dice": 0.8004534488271372, + "FN": 1477, + "FP": 5388, + "IoU": 0.667296694775613, + "TN": 2257382, + "TP": 13769, + "n_pred": 19157, + "n_ref": 15246 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0197.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0197.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9138750434681813, + "FN": 638, + "FP": 105, + "IoU": 0.8414087513340448, + "TN": 1397171, + "TP": 3942, + "n_pred": 4047, + "n_ref": 4580 + }, + "10": { + "Dice": 0.4800045573658425, + "FN": 41426, + "FP": 4214, + "IoU": 0.3157934187841991, + "TN": 1335151, + "TP": 21065, + "n_pred": 25279, + "n_ref": 62491 + }, + "11": { + "Dice": 0.01644736842105263, + "FN": 0, + "FP": 598, + "IoU": 0.008291873963515755, + "TN": 1401253, + "TP": 5, + "n_pred": 603, + "n_ref": 5 + }, + "12": { + "Dice": 0.4824229313142239, + "FN": 1598, + "FP": 1273, + "IoU": 0.3178902352102637, + "TN": 1397647, + "TP": 1338, + "n_pred": 2611, + "n_ref": 2936 + }, + "13": { + "Dice": 0.5684345784040055, + "FN": 11064, + "FP": 8416, + "IoU": 0.3970720232752484, + "TN": 1369547, + "TP": 12829, + "n_pred": 21245, + "n_ref": 23893 + }, + "14": { + "Dice": 0.6406685236768802, + "FN": 395, + "FP": 7732, + "IoU": 0.4713114754098361, + "TN": 1386484, + "TP": 7245, + "n_pred": 14977, + "n_ref": 7640 + }, + "15": { + "Dice": 0.7492410827219833, + "FN": 14229, + "FP": 1631, + "IoU": 0.5990291753046468, + "TN": 1362302, + "TP": 23694, + "n_pred": 25325, + "n_ref": 37923 + }, + "2": { + "Dice": 0.7446457990115322, + "FN": 111, + "FP": 819, + "IoU": 0.5931758530183727, + "TN": 1399570, + "TP": 1356, + "n_pred": 2175, + "n_ref": 1467 + }, + "3": { + "Dice": 0.9340391950545838, + "FN": 1207, + "FP": 2805, + "IoU": 0.8762415941760751, + "TN": 1369438, + "TP": 28406, + "n_pred": 31211, + "n_ref": 29613 + }, + "4": { + "Dice": 0.09353395689304596, + "FN": 1230, + "FP": 7686, + "IoU": 0.04906143344709898, + "TN": 1392480, + "TP": 460, + "n_pred": 8146, + "n_ref": 1690 + }, + "5": { + "Dice": 0.8175885643256681, + "FN": 1106, + "FP": 1242, + "IoU": 0.6914586070959264, + "TN": 1394246, + "TP": 5262, + "n_pred": 6504, + "n_ref": 6368 + }, + "6": { + "Dice": 0.9082180369120312, + "FN": 7446, + "FP": 13928, + "IoU": 0.8318675959284489, + "TN": 1274730, + "TP": 105752, + "n_pred": 119680, + "n_ref": 113198 + }, + "7": { + "Dice": 0.7243323481768245, + "FN": 143730, + "FP": 751, + "IoU": 0.5678064714909198, + "TN": 1067559, + "TP": 189816, + "n_pred": 190567, + "n_ref": 333546 + }, + "8": { + "Dice": 0.9132363045786744, + "FN": 1988, + "FP": 2179, + "IoU": 0.8403264743073916, + "TN": 1375759, + "TP": 21930, + "n_pred": 24109, + "n_ref": 23918 + }, + "9": { + "Dice": 0.8320835769299204, + "FN": 7062, + "FP": 6150, + "IoU": 0.7124513025877641, + "TN": 1355909, + "TP": 32735, + "n_pred": 38885, + "n_ref": 39797 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0212.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0212.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.8375534743901029, + "FN": 724, + "FP": 681, + "IoU": 0.7205092500497314, + "TN": 520669, + "TP": 3622, + "n_pred": 4303, + "n_ref": 4346 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 577, + "IoU": 0.0, + "TN": 525119, + "TP": 0, + "n_pred": 577, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9681806238264001, + "FN": 1082, + "FP": 3883, + "IoU": 0.9383237475310866, + "TN": 445195, + "TP": 75536, + "n_pred": 79419, + "n_ref": 76618 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 88, + "IoU": 0.0, + "TN": 525608, + "TP": 0, + "n_pred": 88, + "n_ref": 0 + }, + "6": { + "Dice": 0.9774743370916171, + "FN": 747, + "FP": 1127, + "IoU": 0.9559411294493817, + "TN": 483162, + "TP": 40660, + "n_pred": 41787, + "n_ref": 41407 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9427046161751691, + "FN": 7705, + "FP": 323, + "IoU": 0.8916189653310292, + "TN": 451624, + "TP": 66044, + "n_pred": 66367, + "n_ref": 73749 + }, + "9": { + "Dice": 0.8295819935691319, + "FN": 44, + "FP": 9, + "IoU": 0.7087912087912088, + "TN": 525514, + "TP": 129, + "n_pred": 138, + "n_ref": 173 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0237.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0237.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.855, + "FN": 199, + "FP": 91, + "IoU": 0.7467248908296943, + "TN": 699783, + "TP": 855, + "n_pred": 946, + "n_ref": 1054 + }, + "10": { + "Dice": 0.8352351295719639, + "FN": 11642, + "FP": 3967, + "IoU": 0.7170847531356486, + "TN": 645756, + "TP": 39563, + "n_pred": 43530, + "n_ref": 51205 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 700923, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "12": { + "Dice": 0.19384149419485108, + "FN": 56, + "FP": 1541, + "IoU": 0.1073225265511459, + "TN": 699139, + "TP": 192, + "n_pred": 1733, + "n_ref": 248 + }, + "13": { + "Dice": 0.37688338493292056, + "FN": 1641, + "FP": 7416, + "IoU": 0.2321973550356053, + "TN": 689132, + "TP": 2739, + "n_pred": 10155, + "n_ref": 4380 + }, + "14": { + "Dice": 0.5559286092949284, + "FN": 2331, + "FP": 182, + "IoU": 0.38497307880567794, + "TN": 696842, + "TP": 1573, + "n_pred": 1755, + "n_ref": 3904 + }, + "15": { + "Dice": 0.8631190225466295, + "FN": 22088, + "FP": 6379, + "IoU": 0.759199106735015, + "TN": 582710, + "TP": 89751, + "n_pred": 96130, + "n_ref": 111839 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 775, + "IoU": 0.0, + "TN": 700153, + "TP": 0, + "n_pred": 775, + "n_ref": 0 + }, + "3": { + "Dice": 0.9378420266576493, + "FN": 2956, + "FP": 8073, + "IoU": 0.8829590797181425, + "TN": 606696, + "TP": 83203, + "n_pred": 91276, + "n_ref": 86159 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 10656, + "IoU": 0.0, + "TN": 690272, + "TP": 0, + "n_pred": 10656, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9378747705486437, + "FN": 628, + "FP": 895, + "IoU": 0.8830171288117367, + "TN": 687909, + "TP": 11496, + "n_pred": 12391, + "n_ref": 12124 + }, + "7": { + "Dice": 0.6710058614439396, + "FN": 27643, + "FP": 309, + "IoU": 0.5048975326354571, + "TN": 644471, + "TP": 28505, + "n_pred": 28814, + "n_ref": 56148 + }, + "8": { + "Dice": 0.9272707447388507, + "FN": 90, + "FP": 1244, + "IoU": 0.8644033340109778, + "TN": 691090, + "TP": 8504, + "n_pred": 9748, + "n_ref": 8594 + }, + "9": { + "Dice": 0.8697684772929652, + "FN": 470, + "FP": 700, + "IoU": 0.7695489462280874, + "TN": 695851, + "TP": 3907, + "n_pred": 4607, + "n_ref": 4377 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0259.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0259.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8994708994708994, + "FN": 30, + "FP": 27, + "IoU": 0.8173076923076923, + "TN": 875848, + "TP": 255, + "n_pred": 282, + "n_ref": 285 + }, + "10": { + "Dice": 0.9015983358348474, + "FN": 2240, + "FP": 1497, + "IoU": 0.820827539914657, + "TN": 855303, + "TP": 17120, + "n_pred": 18617, + "n_ref": 19360 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 17, + "FP": 0, + "IoU": 0.0, + "TN": 876143, + "TP": 0, + "n_pred": 0, + "n_ref": 17 + }, + "13": { + "Dice": 0.6267206477732794, + "FN": 3846, + "FP": 764, + "IoU": 0.4563679245283019, + "TN": 867680, + "TP": 3870, + "n_pred": 4634, + "n_ref": 7716 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 15111, + "IoU": 0.0, + "TN": 861049, + "TP": 0, + "n_pred": 15111, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.901342038447588, + "FN": 481, + "FP": 63, + "IoU": 0.8204027731924728, + "TN": 873131, + "TP": 2485, + "n_pred": 2548, + "n_ref": 2966 + }, + "6": { + "Dice": 0.9726511083718112, + "FN": 1518, + "FP": 1100, + "IoU": 0.9467583177418043, + "TN": 826988, + "TP": 46554, + "n_pred": 47654, + "n_ref": 48072 + }, + "7": { + "Dice": 0.98620650721665, + "FN": 1330, + "FP": 2335, + "IoU": 0.9727883580205665, + "TN": 741475, + "TP": 131020, + "n_pred": 133355, + "n_ref": 132350 + }, + "8": { + "Dice": 0.9276662697737711, + "FN": 3321, + "FP": 81, + "IoU": 0.8650910100329143, + "TN": 850943, + "TP": 21815, + "n_pred": 21896, + "n_ref": 25136 + }, + "9": { + "Dice": 0.859478556876499, + "FN": 3684, + "FP": 1765, + "IoU": 0.7535838646949758, + "TN": 854047, + "TP": 16664, + "n_pred": 18429, + "n_ref": 20348 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0320.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0320.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9625233424198846, + "FN": 410, + "FP": 3082, + "IoU": 0.9277542153718837, + "TN": 302129, + "TP": 44843, + "n_pred": 47925, + "n_ref": 45253 + }, + "10": { + "Dice": 0.6818181818181818, + "FN": 181, + "FP": 1, + "IoU": 0.5172413793103449, + "TN": 350087, + "TP": 195, + "n_pred": 196, + "n_ref": 376 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.916401882092444, + "FN": 1543, + "FP": 6008, + "IoU": 0.8457027258980752, + "TN": 301526, + "TP": 41387, + "n_pred": 47395, + "n_ref": 42930 + }, + "15": { + "Dice": 0.44677700348432053, + "FN": 276, + "FP": 12426, + "IoU": 0.28764511244461893, + "TN": 332633, + "TP": 5129, + "n_pred": 17555, + "n_ref": 5405 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.9026798307475318, + "FN": 14, + "FP": 55, + "IoU": 0.8226221079691517, + "TN": 350075, + "TP": 320, + "n_pred": 375, + "n_ref": 334 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 350461, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0321.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0321.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9107156495837471, + "FN": 231, + "FP": 938, + "IoU": 0.8360678726686299, + "TN": 343333, + "TP": 5962, + "n_pred": 6900, + "n_ref": 6193 + }, + "10": { + "Dice": 0.5583027596107832, + "FN": 66, + "FP": 2703, + "IoU": 0.3872538172161983, + "TN": 345945, + "TP": 1750, + "n_pred": 4453, + "n_ref": 1816 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7536353702614105, + "FN": 2615, + "FP": 6178, + "IoU": 0.6046668465066091, + "TN": 328222, + "TP": 13449, + "n_pred": 19627, + "n_ref": 16064 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8295774647887324, + "FN": 1, + "FP": 725, + "IoU": 0.7087845968712395, + "TN": 347971, + "TP": 1767, + "n_pred": 2492, + "n_ref": 1768 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8457837122579093, + "FN": 2358, + "FP": 206, + "IoU": 0.7327774882751433, + "TN": 340869, + "TP": 7031, + "n_pred": 7237, + "n_ref": 9389 + }, + "7": { + "Dice": 0.918407789713931, + "FN": 21987, + "FP": 3252, + "IoU": 0.849125743491646, + "TN": 183179, + "TP": 142046, + "n_pred": 145298, + "n_ref": 164033 + }, + "8": { + "Dice": 0.9197641630351192, + "FN": 151, + "FP": 162, + "IoU": 0.8514475557664927, + "TN": 348357, + "TP": 1794, + "n_pred": 1956, + "n_ref": 1945 + }, + "9": { + "Dice": 0.8984960633633492, + "FN": 229, + "FP": 1924, + "IoU": 0.8156993665468242, + "TN": 338782, + "TP": 9529, + "n_pred": 11453, + "n_ref": 9758 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0341.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0341.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.5616016173968786, + "FN": 5869, + "FP": 11912, + "IoU": 0.3904353788138498, + "TN": 1197454, + "TP": 11389, + "n_pred": 23301, + "n_ref": 17258 + }, + "11": { + "Dice": 0.738091705000742, + "FN": 1089, + "FP": 676, + "IoU": 0.584901222953904, + "TN": 1222372, + "TP": 2487, + "n_pred": 3163, + "n_ref": 3576 + }, + "12": { + "Dice": 0.7287753568745304, + "FN": 279, + "FP": 82, + "IoU": 0.5732860520094563, + "TN": 1225778, + "TP": 485, + "n_pred": 567, + "n_ref": 764 + }, + "13": { + "Dice": 0.4102633355840648, + "FN": 4352, + "FP": 15, + "IoU": 0.2580699966021067, + "TN": 1220738, + "TP": 1519, + "n_pred": 1534, + "n_ref": 5871 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 11894, + "IoU": 0.0, + "TN": 1214730, + "TP": 0, + "n_pred": 11894, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9718868575370817, + "FN": 299, + "FP": 353, + "IoU": 0.945311189397752, + "TN": 1214702, + "TP": 11270, + "n_pred": 11623, + "n_ref": 11569 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3958, + "IoU": 0.0, + "TN": 1222666, + "TP": 0, + "n_pred": 3958, + "n_ref": 0 + }, + "4": { + "Dice": 0.907434473350872, + "FN": 8336, + "FP": 1164, + "IoU": 0.8305538214572371, + "TN": 1170559, + "TP": 46565, + "n_pred": 47729, + "n_ref": 54901 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9712293331785136, + "FN": 3591, + "FP": 5329, + "IoU": 0.9440678710049599, + "TN": 1067145, + "TP": 150559, + "n_pred": 155888, + "n_ref": 154150 + }, + "7": { + "Dice": 0.6910033113576567, + "FN": 4965, + "FP": 87696, + "IoU": 0.5278877458997601, + "TN": 1030355, + "TP": 103608, + "n_pred": 191304, + "n_ref": 108573 + }, + "8": { + "Dice": 0.9670975586105041, + "FN": 2548, + "FP": 1863, + "IoU": 0.936291289339515, + "TN": 1157387, + "TP": 64826, + "n_pred": 66689, + "n_ref": 67374 + }, + "9": { + "Dice": 0.9065837579526154, + "FN": 1085, + "FP": 2160, + "IoU": 0.8291295876994366, + "TN": 1207633, + "TP": 15746, + "n_pred": 17906, + "n_ref": 16831 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0348.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0348.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.42261640798226163, + "FN": 1403, + "FP": 3805, + "IoU": 0.2679224065223503, + "TN": 343350, + "TP": 1906, + "n_pred": 5711, + "n_ref": 3309 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1523, + "IoU": 0.0, + "TN": 348941, + "TP": 0, + "n_pred": 1523, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9819708320493845, + "FN": 1875, + "FP": 1694, + "IoU": 0.9645802526721118, + "TN": 249701, + "TP": 97194, + "n_pred": 98888, + "n_ref": 99069 + }, + "7": { + "Dice": 0.9544291625886433, + "FN": 2909, + "FP": 2399, + "IoU": 0.9128307030364738, + "TN": 289571, + "TP": 55585, + "n_pred": 57984, + "n_ref": 58494 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8716605552645365, + "FN": 795, + "FP": 675, + "IoU": 0.7725162488393686, + "TN": 344002, + "TP": 4992, + "n_pred": 5667, + "n_ref": 5787 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0361.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0361.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9304946775203506, + "FN": 99, + "FP": 12, + "IoU": 0.870023419203747, + "TN": 2101930, + "TP": 743, + "n_pred": 755, + "n_ref": 842 + }, + "10": { + "Dice": 0.7380838166673935, + "FN": 3454, + "FP": 8558, + "IoU": 0.5848913156166845, + "TN": 2073847, + "TP": 16925, + "n_pred": 25483, + "n_ref": 20379 + }, + "11": { + "Dice": 0.6658595641646489, + "FN": 531, + "FP": 21, + "IoU": 0.49909255898366606, + "TN": 2101682, + "TP": 550, + "n_pred": 571, + "n_ref": 1081 + }, + "12": { + "Dice": 0.7785305763308403, + "FN": 1285, + "FP": 1232, + "IoU": 0.6373721365797436, + "TN": 2095843, + "TP": 4424, + "n_pred": 5656, + "n_ref": 5709 + }, + "13": { + "Dice": 0.7449513465147203, + "FN": 9111, + "FP": 11412, + "IoU": 0.5935637191801169, + "TN": 2052289, + "TP": 29972, + "n_pred": 41384, + "n_ref": 39083 + }, + "14": { + "Dice": 0.019922359942459653, + "FN": 339, + "FP": 99133, + "IoU": 0.010061403421474279, + "TN": 2002301, + "TP": 1011, + "n_pred": 100144, + "n_ref": 1350 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9576418013884408, + "FN": 1656, + "FP": 1889, + "IoU": 0.91872621394837, + "TN": 2059166, + "TP": 40073, + "n_pred": 41962, + "n_ref": 41729 + }, + "3": { + "Dice": 0.590737710749093, + "FN": 88, + "FP": 5665, + "IoU": 0.4191822311963655, + "TN": 2092879, + "TP": 4152, + "n_pred": 9817, + "n_ref": 4240 + }, + "4": { + "Dice": 0.16666666666666666, + "FN": 673, + "FP": 657, + "IoU": 0.09090909090909091, + "TN": 2101321, + "TP": 133, + "n_pred": 790, + "n_ref": 806 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.867768470516384, + "FN": 123376, + "FP": 8263, + "IoU": 0.7664231633896934, + "TN": 1539205, + "TP": 431940, + "n_pred": 440203, + "n_ref": 555316 + }, + "7": { + "Dice": 0.7390785331752586, + "FN": 2606, + "FP": 125042, + "IoU": 0.5861416056595576, + "TN": 1794350, + "TP": 180786, + "n_pred": 305828, + "n_ref": 183392 + }, + "8": { + "Dice": 0.9472040668119099, + "FN": 955, + "FP": 1953, + "IoU": 0.8997033869076361, + "TN": 2073790, + "TP": 26086, + "n_pred": 28039, + "n_ref": 27041 + }, + "9": { + "Dice": 0.8746665563804049, + "FN": 1530, + "FP": 4531, + "IoU": 0.7772510106578464, + "TN": 2075574, + "TP": 21149, + "n_pred": 25680, + "n_ref": 22679 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0362.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0362.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8547333128057751, + "FN": 5288, + "FP": 3204, + "IoU": 0.7463181478715459, + "TN": 667453, + "TP": 24983, + "n_pred": 28187, + "n_ref": 30271 + }, + "11": { + "Dice": 0.710239651416122, + "FN": 1367, + "FP": 1160, + "IoU": 0.5506756756756757, + "TN": 695304, + "TP": 3097, + "n_pred": 4257, + "n_ref": 4464 + }, + "12": { + "Dice": 0.7120327102803738, + "FN": 1418, + "FP": 1540, + "IoU": 0.5528344671201814, + "TN": 694313, + "TP": 3657, + "n_pred": 5197, + "n_ref": 5075 + }, + "13": { + "Dice": 0.8891075417508776, + "FN": 732, + "FP": 3438, + "IoU": 0.8003542873557715, + "TN": 680041, + "TP": 16717, + "n_pred": 20155, + "n_ref": 17449 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9387254360175954, + "FN": 4663, + "FP": 881, + "IoU": 0.8845264626856345, + "TN": 652917, + "TP": 42467, + "n_pred": 43348, + "n_ref": 47130 + }, + "3": { + "Dice": 0.8915456874466268, + "FN": 43, + "FP": 84, + "IoU": 0.8043143297380585, + "TN": 700279, + "TP": 522, + "n_pred": 606, + "n_ref": 565 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 193, + "IoU": 0.0, + "TN": 700735, + "TP": 0, + "n_pred": 193, + "n_ref": 0 + }, + "6": { + "Dice": 0.9808052128174598, + "FN": 1923, + "FP": 1011, + "IoU": 0.962333427478368, + "TN": 623034, + "TP": 74960, + "n_pred": 75971, + "n_ref": 76883 + }, + "7": { + "Dice": 0.9422209390450756, + "FN": 1033, + "FP": 568, + "IoU": 0.8907540088706926, + "TN": 686273, + "TP": 13054, + "n_pred": 13622, + "n_ref": 14087 + }, + "8": { + "Dice": 0.9481302774427021, + "FN": 463, + "FP": 913, + "IoU": 0.9013761467889908, + "TN": 686976, + "TP": 12576, + "n_pred": 13489, + "n_ref": 13039 + }, + "9": { + "Dice": 0.9534424418203162, + "FN": 1842, + "FP": 1529, + "IoU": 0.9110272381756757, + "TN": 663040, + "TP": 34517, + "n_pred": 36046, + "n_ref": 36359 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0378.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0378.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.5279642058165548, + "FN": 3838, + "FP": 1226, + "IoU": 0.3586626139817629, + "TN": 517800, + "TP": 2832, + "n_pred": 4058, + "n_ref": 6670 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 170, + "IoU": 0.0, + "TN": 525526, + "TP": 0, + "n_pred": 170, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8459622482969721, + "FN": 681, + "FP": 4452, + "IoU": 0.7330455585604327, + "TN": 506468, + "TP": 14095, + "n_pred": 18547, + "n_ref": 14776 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.3798677443056576, + "FN": 1157, + "FP": 3907, + "IoU": 0.2344671201814059, + "TN": 519081, + "TP": 1551, + "n_pred": 5458, + "n_ref": 2708 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 525694, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "6": { + "Dice": 0.7595715506802478, + "FN": 3099, + "FP": 50907, + "IoU": 0.6123461220974051, + "TN": 386381, + "TP": 85309, + "n_pred": 136216, + "n_ref": 88408 + }, + "7": { + "Dice": 0.7834483828434033, + "FN": 55562, + "FP": 278, + "IoU": 0.6439910742747849, + "TN": 368846, + "TP": 101010, + "n_pred": 101288, + "n_ref": 156572 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7410430839002268, + "FN": 359, + "FP": 212, + "IoU": 0.5886167146974063, + "TN": 524308, + "TP": 817, + "n_pred": 1029, + "n_ref": 1176 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0392.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0392.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9655612753900794, + "FN": 2102, + "FP": 487, + "IoU": 0.9334156315099144, + "TN": 311581, + "TP": 36294, + "n_pred": 36781, + "n_ref": 38396 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8753134796238244, + "FN": 1979, + "FP": 4385, + "IoU": 0.7782732910598564, + "TN": 321762, + "TP": 22338, + "n_pred": 26723, + "n_ref": 24317 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0402.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0402.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": 0.5717960012594022, + "FN": 6754.684444444443, + "FP": 6019.206666666666, + "IoU": 0.4831932793138752, + "TN": 973608.9777777777, + "TP": 18280.59777777778, + "n_pred": 24299.804444444442, + "n_ref": 25035.282222222224 + }, + "mean": { + "1": { + "Dice": 0.5996279058419409, + "FN": 10937.266666666666, + "FP": 2523.733333333333, + "IoU": 0.5396298052560305, + "TN": 949657.0666666667, + "TP": 41545.4, + "n_pred": 44069.13333333333, + "n_ref": 52482.666666666664 + }, + "10": { + "Dice": 0.5481362119035743, + "FN": 2903.9, + "FP": 2782.6, + "IoU": 0.44566139635692664, + "TN": 990308.2666666667, + "TP": 8668.7, + "n_pred": 11451.3, + "n_ref": 11572.6 + }, + "11": { + "Dice": 0.41253314684707665, + "FN": 261.8333333333333, + "FP": 255.76666666666668, + "IoU": 0.3059337419958441, + "TN": 1003727.6333333333, + "TP": 418.23333333333335, + "n_pred": 674.0, + "n_ref": 680.0666666666667 + }, + "12": { + "Dice": 0.4586759374212415, + "FN": 271.7, + "FP": 376.93333333333334, + "IoU": 0.3403248722143171, + "TN": 1003591.7333333333, + "TP": 423.1, + "n_pred": 800.0333333333333, + "n_ref": 694.8 + }, + "13": { + "Dice": 0.4375629581868927, + "FN": 2512.1666666666665, + "FP": 4201.566666666667, + "IoU": 0.3543241657814318, + "TN": 989888.6333333333, + "TP": 8061.1, + "n_pred": 12262.666666666666, + "n_ref": 10573.266666666666 + }, + "14": { + "Dice": 0.5734641981878672, + "FN": 25364.766666666666, + "FP": 1495.9666666666667, + "IoU": 0.4542493643611886, + "TN": 962262.1333333333, + "TP": 15540.6, + "n_pred": 17036.566666666666, + "n_ref": 40905.36666666667 + }, + "15": { + "Dice": 0.3850805568525411, + "FN": 3235.9666666666667, + "FP": 1011.4666666666667, + "IoU": 0.29787153197207733, + "TN": 998213.3666666667, + "TP": 2202.6666666666665, + "n_pred": 3214.133333333333, + "n_ref": 5438.633333333333 + }, + "2": { + "Dice": 0.582154083699195, + "FN": 4288.366666666667, + "FP": 12124.7, + "IoU": 0.5304789623286982, + "TN": 961478.4333333333, + "TP": 26771.966666666667, + "n_pred": 38896.666666666664, + "n_ref": 31060.333333333332 + }, + "3": { + "Dice": 0.5719345244723186, + "FN": 11869.233333333334, + "FP": 6931.433333333333, + "IoU": 0.4951177534081484, + "TN": 960380.3666666667, + "TP": 25482.433333333334, + "n_pred": 32413.866666666665, + "n_ref": 37351.666666666664 + }, + "4": { + "Dice": 0.4938804797899398, + "FN": 4412.7, + "FP": 724.0666666666667, + "IoU": 0.41096808626925874, + "TN": 995963.8666666667, + "TP": 3562.8333333333335, + "n_pred": 4286.9, + "n_ref": 7975.533333333334 + }, + "5": { + "Dice": 0.5778625782570249, + "FN": 920.2666666666667, + "FP": 473.6666666666667, + "IoU": 0.4730507572120798, + "TN": 1001013.4333333333, + "TP": 2256.1, + "n_pred": 2729.766666666667, + "n_ref": 3176.366666666667 + }, + "6": { + "Dice": 0.7692387788093531, + "FN": 9866.733333333334, + "FP": 44005.53333333333, + "IoU": 0.6789567178639067, + "TN": 869260.1, + "TP": 81531.1, + "n_pred": 125536.63333333333, + "n_ref": 91397.83333333333 + }, + "7": { + "Dice": 0.5478334353304373, + "FN": 20103.733333333334, + "FP": 10582.166666666666, + "IoU": 0.4672301731367768, + "TN": 945876.8666666667, + "TP": 28100.7, + "n_pred": 38682.86666666667, + "n_ref": 48204.433333333334 + }, + "8": { + "Dice": 0.8259478637936781, + "FN": 2977.4666666666667, + "FP": 1208.5666666666666, + "IoU": 0.75790327287104, + "TN": 981114.6333333333, + "TP": 19362.8, + "n_pred": 20571.366666666665, + "n_ref": 22340.266666666666 + }, + "9": { + "Dice": 0.7930073594979503, + "FN": 1394.1666666666667, + "FP": 1589.9333333333334, + "IoU": 0.696198588680404, + "TN": 991398.1333333333, + "TP": 10281.233333333334, + "n_pred": 11871.166666666666, + "n_ref": 11675.4 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9785923568361785, + "FN": 5350, + "FP": 1087, + "IoU": 0.9580820775973222, + "TN": 897830, + "TP": 147125, + "n_pred": 148212, + "n_ref": 152475 + }, + "10": { + "Dice": 0.8293724674186836, + "FN": 2130, + "FP": 986, + "IoU": 0.7084853587800543, + "TN": 1040703, + "TP": 7573, + "n_pred": 8559, + "n_ref": 9703 + }, + "11": { + "Dice": 0.7986501687289089, + "FN": 64, + "FP": 115, + "IoU": 0.6647940074906367, + "TN": 1050858, + "TP": 355, + "n_pred": 470, + "n_ref": 419 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7909403973509934, + "FN": 1094, + "FP": 6798, + "IoU": 0.6541781692300951, + "TN": 1028571, + "TP": 14929, + "n_pred": 21727, + "n_ref": 16023 + }, + "14": { + "Dice": 0.7968017645437, + "FN": 5738, + "FP": 895, + "IoU": 0.6622364802933088, + "TN": 1031754, + "TP": 13005, + "n_pred": 13900, + "n_ref": 18743 + }, + "15": { + "Dice": 0.7266828872668288, + "FN": 159, + "FP": 178, + "IoU": 0.5707006369426751, + "TN": 1050607, + "TP": 448, + "n_pred": 626, + "n_ref": 607 + }, + "2": { + "Dice": 0.8639122391353737, + "FN": 295, + "FP": 3898, + "IoU": 0.7604273797280311, + "TN": 1033890, + "TP": 13309, + "n_pred": 17207, + "n_ref": 13604 + }, + "3": { + "Dice": 0.7876372509150061, + "FN": 2279, + "FP": 332, + "IoU": 0.64967127331276, + "TN": 1043939, + "TP": 4842, + "n_pred": 5174, + "n_ref": 7121 + }, + "4": { + "Dice": 0.5751024972046217, + "FN": 2138, + "FP": 142, + "IoU": 0.40360973057808003, + "TN": 1047569, + "TP": 1543, + "n_pred": 1685, + "n_ref": 3681 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8217882560570892, + "FN": 1477, + "FP": 17103, + "IoU": 0.6974877480909816, + "TN": 989973, + "TP": 42839, + "n_pred": 59942, + "n_ref": 44316 + }, + "7": { + "Dice": 0.047266881028938904, + "FN": 60, + "FP": 5866, + "IoU": 0.024205499753005105, + "TN": 1045319, + "TP": 147, + "n_pred": 6013, + "n_ref": 207 + }, + "8": { + "Dice": 0.0, + "FN": 1476, + "FP": 0, + "IoU": 0.0, + "TN": 1049916, + "TP": 0, + "n_pred": 0, + "n_ref": 1476 + }, + "9": { + "Dice": 0.6934673366834171, + "FN": 1189, + "FP": 31, + "IoU": 0.5307692307692308, + "TN": 1048792, + "TP": 1380, + "n_pred": 1411, + "n_ref": 2569 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0007.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0007.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.723811327903012, + "FN": 1307, + "FP": 1609, + "IoU": 0.5671663945376281, + "TN": 694191, + "TP": 3821, + "n_pred": 5430, + "n_ref": 5128 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 1126, + "FP": 106, + "IoU": 0.0, + "TN": 699696, + "TP": 0, + "n_pred": 106, + "n_ref": 1126 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.6332423502370349, + "FN": 2553, + "FP": 0, + "IoU": 0.4633172167332352, + "TN": 696171, + "TP": 2204, + "n_pred": 2204, + "n_ref": 4757 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1118, + "IoU": 0.0, + "TN": 699810, + "TP": 0, + "n_pred": 1118, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9500259569933605, + "FN": 3084, + "FP": 574, + "IoU": 0.9048089934422817, + "TN": 662500, + "TP": 34770, + "n_pred": 35344, + "n_ref": 37854 + }, + "7": { + "Dice": 0.6525794459621433, + "FN": 56585, + "FP": 516, + "IoU": 0.4843175681167535, + "TN": 590199, + "TP": 53628, + "n_pred": 54144, + "n_ref": 110213 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0011.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0011.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 4532, + "IoU": 0.0, + "TN": 871628, + "TP": 0, + "n_pred": 4532, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6846237468293273, + "FN": 1643, + "FP": 3579, + "IoU": 0.5204775022956841, + "TN": 865270, + "TP": 5668, + "n_pred": 9247, + "n_ref": 7311 + }, + "14": { + "Dice": 0.8586702598990869, + "FN": 997, + "FP": 18302, + "IoU": 0.7523419654544055, + "TN": 798234, + "TP": 58627, + "n_pred": 76929, + "n_ref": 59624 + }, + "15": { + "Dice": 0.6912697958950317, + "FN": 4202, + "FP": 6598, + "IoU": 0.5281988554453716, + "TN": 853269, + "TP": 12091, + "n_pred": 18689, + "n_ref": 16293 + }, + "2": { + "Dice": 0.06720131124509747, + "FN": 512, + "FP": 31358, + "IoU": 0.03476891392573748, + "TN": 843142, + "TP": 1148, + "n_pred": 32506, + "n_ref": 1660 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 89574, + "IoU": 0.0, + "TN": 786586, + "TP": 0, + "n_pred": 89574, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9495309216821711, + "FN": 9453, + "FP": 779, + "IoU": 0.9039113490162933, + "TN": 769675, + "TP": 96253, + "n_pred": 97032, + "n_ref": 105706 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 791, + "IoU": 0.0, + "TN": 875369, + "TP": 0, + "n_pred": 791, + "n_ref": 0 + }, + "8": { + "Dice": 0.794488188976378, + "FN": 170, + "FP": 352, + "IoU": 0.659046374918354, + "TN": 874629, + "TP": 1009, + "n_pred": 1361, + "n_ref": 1179 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0016.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0016.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7197491645694954, + "FN": 120852, + "FP": 1422, + "IoU": 0.5621938643980408, + "TN": 1297800, + "TP": 157014, + "n_pred": 158436, + "n_ref": 277866 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 97, + "IoU": 0.0, + "TN": 1576991, + "TP": 0, + "n_pred": 97, + "n_ref": 0 + }, + "11": { + "Dice": 0.003552397868561279, + "FN": 1, + "FP": 560, + "IoU": 0.0017793594306049821, + "TN": 1576526, + "TP": 1, + "n_pred": 561, + "n_ref": 2 + }, + "12": { + "Dice": 0.3513094083414161, + "FN": 4442, + "FP": 2246, + "IoU": 0.21308389222261442, + "TN": 1568589, + "TP": 1811, + "n_pred": 4057, + "n_ref": 6253 + }, + "13": { + "Dice": 0.0, + "FN": 583, + "FP": 109, + "IoU": 0.0, + "TN": 1576396, + "TP": 0, + "n_pred": 109, + "n_ref": 583 + }, + "14": { + "Dice": 0.8054365901468771, + "FN": 20716, + "FP": 227, + "IoU": 0.6742518509301313, + "TN": 1512796, + "TP": 43349, + "n_pred": 43576, + "n_ref": 64065 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8960938893717808, + "FN": 6359, + "FP": 21016, + "IoU": 0.8117482825254269, + "TN": 1431671, + "TP": 118042, + "n_pred": 139058, + "n_ref": 124401 + }, + "3": { + "Dice": 0.34290698801408587, + "FN": 20214, + "FP": 125, + "IoU": 0.20693285502612493, + "TN": 1551442, + "TP": 5307, + "n_pred": 5432, + "n_ref": 25521 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.5480802987265821, + "FN": 5755, + "FP": 135845, + "IoU": 0.37748664629723255, + "TN": 1349623, + "TP": 85865, + "n_pred": 221710, + "n_ref": 91620 + }, + "7": { + "Dice": 0.6494993124019447, + "FN": 26699, + "FP": 9493, + "IoU": 0.4809322337755468, + "TN": 1507363, + "TP": 33533, + "n_pred": 43026, + "n_ref": 60232 + }, + "8": { + "Dice": 0.8656086704083608, + "FN": 1790, + "FP": 5154, + "IoU": 0.7630600197904938, + "TN": 1547781, + "TP": 22363, + "n_pred": 27517, + "n_ref": 24153 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0021.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0021.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9344804340149594, + "FN": 363, + "FP": 1678, + "IoU": 0.8770185586888407, + "TN": 684332, + "TP": 14555, + "n_pred": 16233, + "n_ref": 14918 + }, + "10": { + "Dice": 0.6050066883240971, + "FN": 596, + "FP": 1471, + "IoU": 0.4336986301369863, + "TN": 697278, + "TP": 1583, + "n_pred": 3054, + "n_ref": 2179 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7974630021141649, + "FN": 472, + "FP": 486, + "IoU": 0.6631504922644164, + "TN": 698084, + "TP": 1886, + "n_pred": 2372, + "n_ref": 2358 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9399562420120009, + "FN": 12854, + "FP": 1005, + "IoU": 0.8867145671383146, + "TN": 578591, + "TP": 108478, + "n_pred": 109483, + "n_ref": 121332 + }, + "15": { + "Dice": 0.016099818877037632, + "FN": 4889, + "FP": 0, + "IoU": 0.008115236356258876, + "TN": 695999, + "TP": 40, + "n_pred": 40, + "n_ref": 4929 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 12, + "IoU": 0.0, + "TN": 700916, + "TP": 0, + "n_pred": 12, + "n_ref": 0 + }, + "3": { + "Dice": 0.9433319068998282, + "FN": 5114, + "FP": 2699, + "IoU": 0.8927419244127782, + "TN": 628085, + "TP": 65030, + "n_pred": 67729, + "n_ref": 70144 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9857610236168325, + "FN": 2109, + "FP": 1116, + "IoU": 0.9719218513294677, + "TN": 586070, + "TP": 111633, + "n_pred": 112749, + "n_ref": 113742 + }, + "7": { + "Dice": 0.9169514695830485, + "FN": 569, + "FP": 403, + "IoU": 0.8466393183969707, + "TN": 694590, + "TP": 5366, + "n_pred": 5769, + "n_ref": 5935 + }, + "8": { + "Dice": 0.8114754098360656, + "FN": 47, + "FP": 45, + "IoU": 0.6827586206896552, + "TN": 700638, + "TP": 198, + "n_pred": 243, + "n_ref": 245 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0042.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0042.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9575755183405209, + "FN": 3373, + "FP": 926, + "IoU": 0.9186042108451984, + "TN": 1349040, + "TP": 48517, + "n_pred": 49443, + "n_ref": 51890 + }, + "10": { + "Dice": 0.7083455515805525, + "FN": 7978, + "FP": 6941, + "IoU": 0.5484017435524882, + "TN": 1368820, + "TP": 18117, + "n_pred": 25058, + "n_ref": 26095 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 160, + "IoU": 0.0, + "TN": 1401696, + "TP": 0, + "n_pred": 160, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.4958248749555281, + "FN": 8476, + "FP": 15615, + "IoU": 0.3296324122770404, + "TN": 1365919, + "TP": 11846, + "n_pred": 27461, + "n_ref": 20322 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9494715838358511, + "FN": 4625, + "FP": 6821, + "IoU": 0.9038038088514615, + "TN": 1282870, + "TP": 107540, + "n_pred": 114361, + "n_ref": 112165 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 40, + "IoU": 0.0, + "TN": 1401816, + "TP": 0, + "n_pred": 40, + "n_ref": 0 + }, + "5": { + "Dice": 0.8278675360549899, + "FN": 4100, + "FP": 1259, + "IoU": 0.7062917899813658, + "TN": 1383610, + "TP": 12887, + "n_pred": 14146, + "n_ref": 16987 + }, + "6": { + "Dice": 0.9110622702354989, + "FN": 26479, + "FP": 5044, + "IoU": 0.8366523129219975, + "TN": 1208875, + "TP": 161458, + "n_pred": 166502, + "n_ref": 187937 + }, + "7": { + "Dice": 0.8768856665807551, + "FN": 51226, + "FP": 3707, + "IoU": 0.780762599575358, + "TN": 1151292, + "TP": 195631, + "n_pred": 199338, + "n_ref": 246857 + }, + "8": { + "Dice": 0.9246700365065993, + "FN": 819, + "FP": 1327, + "IoU": 0.8598942351635438, + "TN": 1386539, + "TP": 13171, + "n_pred": 14498, + "n_ref": 13990 + }, + "9": { + "Dice": 0.7292471723126392, + "FN": 1644, + "FP": 7955, + "IoU": 0.5738701944419782, + "TN": 1379330, + "TP": 12927, + "n_pred": 20882, + "n_ref": 14571 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0049.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0049.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6878965122396559, + "FN": 9116, + "FP": 969, + "IoU": 0.5242700127364498, + "TN": 504497, + "TP": 11114, + "n_pred": 12083, + "n_ref": 20230 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 525692, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7618684903379642, + "FN": 1362, + "FP": 13019, + "IoU": 0.6153372920344514, + "TN": 488310, + "TP": 23005, + "n_pred": 36024, + "n_ref": 24367 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.884, + "FN": 846, + "FP": 1416, + "IoU": 0.7921146953405018, + "TN": 514815, + "TP": 8619, + "n_pred": 10035, + "n_ref": 9465 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 14, + "IoU": 0.0, + "TN": 525682, + "TP": 0, + "n_pred": 14, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.5405405405405406, + "FN": 150, + "FP": 54, + "IoU": 0.37037037037037035, + "TN": 525372, + "TP": 120, + "n_pred": 174, + "n_ref": 270 + }, + "9": { + "Dice": 0.8420756574321474, + "FN": 1490, + "FP": 3002, + "IoU": 0.7272285644887053, + "TN": 509228, + "TP": 11976, + "n_pred": 14978, + "n_ref": 13466 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0054.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0054.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 33, + "FP": 0, + "IoU": 0.0, + "TN": 525663, + "TP": 0, + "n_pred": 0, + "n_ref": 33 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 625, + "IoU": 0.0, + "TN": 525071, + "TP": 0, + "n_pred": 625, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 14, + "IoU": 0.0, + "TN": 525682, + "TP": 0, + "n_pred": 14, + "n_ref": 0 + }, + "14": { + "Dice": 0.50187265917603, + "FN": 247, + "FP": 152, + "IoU": 0.335, + "TN": 525096, + "TP": 201, + "n_pred": 353, + "n_ref": 448 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 71423, + "IoU": 0.0, + "TN": 454273, + "TP": 0, + "n_pred": 71423, + "n_ref": 0 + }, + "3": { + "Dice": 0.5167726531287676, + "FN": 80900, + "FP": 864, + "IoU": 0.34841095279079404, + "TN": 400212, + "TP": 43720, + "n_pred": 44584, + "n_ref": 124620 + }, + "4": { + "Dice": 0.5145228215767634, + "FN": 98, + "FP": 19, + "IoU": 0.3463687150837989, + "TN": 525517, + "TP": 62, + "n_pred": 81, + "n_ref": 160 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8428144128827751, + "FN": 39031, + "FP": 540, + "IoU": 0.7283312394016161, + "TN": 380037, + "TP": 106088, + "n_pred": 106628, + "n_ref": 145119 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0058.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0058.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9751546306732276, + "FN": 2829, + "FP": 1690, + "IoU": 0.951513916010386, + "TN": 607726, + "TP": 88683, + "n_pred": 90373, + "n_ref": 91512 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 865, + "IoU": 0.0, + "TN": 700063, + "TP": 0, + "n_pred": 865, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7274480099159896, + "FN": 5103, + "FP": 834, + "IoU": 0.5716450216450216, + "TN": 687068, + "TP": 7923, + "n_pred": 8757, + "n_ref": 13026 + }, + "3": { + "Dice": 0.6294012333399642, + "FN": 106, + "FP": 5483, + "IoU": 0.45921625544267053, + "TN": 690593, + "TP": 4746, + "n_pred": 10229, + "n_ref": 4852 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9215321877449641, + "FN": 6168, + "FP": 2741, + "IoU": 0.8544827924146154, + "TN": 639705, + "TP": 52314, + "n_pred": 55055, + "n_ref": 58482 + }, + "7": { + "Dice": 0.891159649218367, + "FN": 8813, + "FP": 1178, + "IoU": 0.8036861650914664, + "TN": 650035, + "TP": 40902, + "n_pred": 42080, + "n_ref": 49715 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 349, + "IoU": 0.0, + "TN": 700579, + "TP": 0, + "n_pred": 349, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0059.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0059.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9016890127111266, + "FN": 1832, + "FP": 991, + "IoU": 0.8209778679687996, + "TN": 1035623, + "TP": 12946, + "n_pred": 13937, + "n_ref": 14778 + }, + "10": { + "Dice": 0.7884988154210639, + "FN": 6301, + "FP": 3519, + "IoU": 0.6508444444444444, + "TN": 1023267, + "TP": 18305, + "n_pred": 21824, + "n_ref": 24606 + }, + "11": { + "Dice": 0.8267716535433071, + "FN": 29, + "FP": 59, + "IoU": 0.7046979865771812, + "TN": 1051094, + "TP": 210, + "n_pred": 269, + "n_ref": 239 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8858445119050707, + "FN": 5194, + "FP": 8005, + "IoU": 0.7950815854434802, + "TN": 986981, + "TP": 51212, + "n_pred": 59217, + "n_ref": 56406 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.893515013878375, + "FN": 441, + "FP": 403, + "IoU": 0.8075256556442417, + "TN": 1047007, + "TP": 3541, + "n_pred": 3944, + "n_ref": 3982 + }, + "5": { + "Dice": 0.5260545905707196, + "FN": 753, + "FP": 11, + "IoU": 0.3569023569023569, + "TN": 1050204, + "TP": 424, + "n_pred": 435, + "n_ref": 1177 + }, + "6": { + "Dice": 0.13609034385110502, + "FN": 2066, + "FP": 376837, + "IoU": 0.07301337991471497, + "TN": 642645, + "TP": 29844, + "n_pred": 406681, + "n_ref": 31910 + }, + "7": { + "Dice": 0.20024841434355167, + "FN": 382719, + "FP": 4256, + "IoU": 0.11126447446385346, + "TN": 615970, + "TP": 48447, + "n_pred": 52703, + "n_ref": 431166 + }, + "8": { + "Dice": 0.9477217175586443, + "FN": 1029, + "FP": 404, + "IoU": 0.9006379142976009, + "TN": 1036970, + "TP": 12989, + "n_pred": 13393, + "n_ref": 14018 + }, + "9": { + "Dice": 0.8728408314628672, + "FN": 2456, + "FP": 1453, + "IoU": 0.7743722943722944, + "TN": 1034067, + "TP": 13416, + "n_pred": 14869, + "n_ref": 15872 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0069.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0069.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8739946380697051, + "FN": 44, + "FP": 3, + "IoU": 0.7761904761904762, + "TN": 1051182, + "TP": 163, + "n_pred": 166, + "n_ref": 207 + }, + "10": { + "Dice": 0.864802717533316, + "FN": 1656, + "FP": 931, + "IoU": 0.7618083049442961, + "TN": 1040531, + "TP": 8274, + "n_pred": 9205, + "n_ref": 9930 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7466718491886114, + "FN": 1064, + "FP": 9364, + "IoU": 0.5957512792681036, + "TN": 1025596, + "TP": 15368, + "n_pred": 24732, + "n_ref": 16432 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 56, + "IoU": 0.0, + "TN": 1051336, + "TP": 0, + "n_pred": 56, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 461, + "IoU": 0.0, + "TN": 1050931, + "TP": 0, + "n_pred": 461, + "n_ref": 0 + }, + "3": { + "Dice": 0.9622788511200792, + "FN": 5705, + "FP": 2913, + "IoU": 0.9273000286818174, + "TN": 932850, + "TP": 109924, + "n_pred": 112837, + "n_ref": 115629 + }, + "4": { + "Dice": 0.8210081497132509, + "FN": 102, + "FP": 1677, + "IoU": 0.6963645673323092, + "TN": 1045533, + "TP": 4080, + "n_pred": 5757, + "n_ref": 4182 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9614827686070084, + "FN": 1165, + "FP": 2027, + "IoU": 0.9258226436140546, + "TN": 1008360, + "TP": 39840, + "n_pred": 41867, + "n_ref": 41005 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 5522, + "IoU": 0.0, + "TN": 1045870, + "TP": 0, + "n_pred": 5522, + "n_ref": 0 + }, + "8": { + "Dice": 0.7885766576428871, + "FN": 557, + "FP": 4988, + "IoU": 0.6509505224726174, + "TN": 1035506, + "TP": 10341, + "n_pred": 15329, + "n_ref": 10898 + }, + "9": { + "Dice": 0.7911754126533712, + "FN": 4698, + "FP": 527, + "IoU": 0.6544997685644383, + "TN": 1036269, + "TP": 9898, + "n_pred": 10425, + "n_ref": 14596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0098.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0098.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8719495761790915, + "FN": 29222, + "FP": 236, + "IoU": 0.7729703901228479, + "TN": 746406, + "TP": 100296, + "n_pred": 100532, + "n_ref": 129518 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.7131611043352921, + "FN": 678, + "FP": 1909, + "IoU": 0.5541961054626917, + "TN": 870357, + "TP": 3216, + "n_pred": 5125, + "n_ref": 3894 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 12, + "IoU": 0.0, + "TN": 876148, + "TP": 0, + "n_pred": 12, + "n_ref": 0 + }, + "13": { + "Dice": 0.8033996868709461, + "FN": 5, + "FP": 874, + "IoU": 0.6714018691588785, + "TN": 873485, + "TP": 1796, + "n_pred": 2670, + "n_ref": 1801 + }, + "14": { + "Dice": 0.8737974226973145, + "FN": 38488, + "FP": 0, + "IoU": 0.7758794379516564, + "TN": 704431, + "TP": 133241, + "n_pred": 133241, + "n_ref": 171729 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9658597144630664, + "FN": 229, + "FP": 376, + "IoU": 0.9339735894357744, + "TN": 866997, + "TP": 8558, + "n_pred": 8934, + "n_ref": 8787 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.878346641615782, + "FN": 242, + "FP": 17, + "IoU": 0.7830820770519263, + "TN": 874966, + "TP": 935, + "n_pred": 952, + "n_ref": 1177 + }, + "5": { + "Dice": 0.6880789542030993, + "FN": 2606, + "FP": 997, + "IoU": 0.5244819849544675, + "TN": 868583, + "TP": 3974, + "n_pred": 4971, + "n_ref": 6580 + }, + "6": { + "Dice": 0.5610658545869813, + "FN": 826, + "FP": 28001, + "IoU": 0.3899176737000275, + "TN": 828909, + "TP": 18424, + "n_pred": 46425, + "n_ref": 19250 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9422414768594106, + "FN": 716, + "FP": 2857, + "IoU": 0.8907907204205765, + "TN": 843443, + "TP": 29144, + "n_pred": 32001, + "n_ref": 29860 + }, + "9": { + "Dice": 0.943810777217226, + "FN": 2068, + "FP": 1006, + "IoU": 0.8936000830708525, + "TN": 847269, + "TP": 25817, + "n_pred": 26823, + "n_ref": 27885 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0119.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0119.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.22568093385214008, + "FN": 3312, + "FP": 469, + "IoU": 0.12719298245614036, + "TN": 521364, + "TP": 551, + "n_pred": 1020, + "n_ref": 3863 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 322, + "IoU": 0.0, + "TN": 525374, + "TP": 0, + "n_pred": 322, + "n_ref": 0 + }, + "11": { + "Dice": 0.47092198581560285, + "FN": 600, + "FP": 519, + "IoU": 0.3079777365491651, + "TN": 524079, + "TP": 498, + "n_pred": 1017, + "n_ref": 1098 + }, + "12": { + "Dice": 0.5426774483378257, + "FN": 386, + "FP": 1141, + "IoU": 0.3723797780517879, + "TN": 523263, + "TP": 906, + "n_pred": 2047, + "n_ref": 1292 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 206, + "IoU": 0.0, + "TN": 525490, + "TP": 0, + "n_pred": 206, + "n_ref": 0 + }, + "14": { + "Dice": 0.6647993114779751, + "FN": 3153, + "FP": 18268, + "IoU": 0.497902163467173, + "TN": 483033, + "TP": 21242, + "n_pred": 39510, + "n_ref": 24395 + }, + "15": { + "Dice": 0.6807332082367112, + "FN": 30610, + "FP": 8353, + "IoU": 0.5159935901417374, + "TN": 445195, + "TP": 41538, + "n_pred": 49891, + "n_ref": 72148 + }, + "2": { + "Dice": 0.9341095142805167, + "FN": 2503, + "FP": 1119, + "IoU": 0.8763653741125068, + "TN": 496400, + "TP": 25674, + "n_pred": 26793, + "n_ref": 28177 + }, + "3": { + "Dice": 0.0, + "FN": 5, + "FP": 0, + "IoU": 0.0, + "TN": 525691, + "TP": 0, + "n_pred": 0, + "n_ref": 5 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 28, + "IoU": 0.0, + "TN": 525668, + "TP": 0, + "n_pred": 28, + "n_ref": 0 + }, + "5": { + "Dice": 0.822493104368716, + "FN": 395, + "FP": 1600, + "IoU": 0.6985038537101406, + "TN": 519079, + "TP": 4622, + "n_pred": 6222, + "n_ref": 5017 + }, + "6": { + "Dice": 0.9282577167954085, + "FN": 4169, + "FP": 9781, + "IoU": 0.8661202710224765, + "TN": 421498, + "TP": 90248, + "n_pred": 100029, + "n_ref": 94417 + }, + "7": { + "Dice": 0.8117534542050749, + "FN": 4507, + "FP": 4744, + "IoU": 0.6831523786690413, + "TN": 496499, + "TP": 19946, + "n_pred": 24690, + "n_ref": 24453 + }, + "8": { + "Dice": 0.9441081323468179, + "FN": 573, + "FP": 1172, + "IoU": 0.894133349511618, + "TN": 509213, + "TP": 14738, + "n_pred": 15910, + "n_ref": 15311 + }, + "9": { + "Dice": 0.9337672904800651, + "FN": 894, + "FP": 1141, + "IoU": 0.8757631257631258, + "TN": 509316, + "TP": 14345, + "n_pred": 15486, + "n_ref": 15239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0160.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0160.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8370503597122302, + "FN": 1788, + "FP": 24, + "IoU": 0.7197649242189916, + "TN": 519230, + "TP": 4654, + "n_pred": 4678, + "n_ref": 6442 + }, + "10": { + "Dice": 0.8687684857758661, + "FN": 4931, + "FP": 9134, + "IoU": 0.7679846917734778, + "TN": 465075, + "TP": 46556, + "n_pred": 55690, + "n_ref": 51487 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5873456012099824, + "FN": 306, + "FP": 1331, + "IoU": 0.41577444682369735, + "TN": 522894, + "TP": 1165, + "n_pred": 2496, + "n_ref": 1471 + }, + "13": { + "Dice": 0.7316243010346039, + "FN": 6929, + "FP": 3006, + "IoU": 0.5768198662520765, + "TN": 502219, + "TP": 13542, + "n_pred": 16548, + "n_ref": 20471 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 63466, + "IoU": 0.0, + "TN": 462230, + "TP": 0, + "n_pred": 63466, + "n_ref": 0 + }, + "3": { + "Dice": 0.45450599657338664, + "FN": 70460, + "FP": 1177, + "IoU": 0.294084606970763, + "TN": 424215, + "TP": 29844, + "n_pred": 31021, + "n_ref": 100304 + }, + "4": { + "Dice": 0.03278688524590164, + "FN": 9, + "FP": 227, + "IoU": 0.016666666666666666, + "TN": 525456, + "TP": 4, + "n_pred": 231, + "n_ref": 13 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 42, + "IoU": 0.0, + "TN": 525654, + "TP": 0, + "n_pred": 42, + "n_ref": 0 + }, + "6": { + "Dice": 0.8035670052018826, + "FN": 198, + "FP": 595, + "IoU": 0.6716356107660455, + "TN": 523281, + "TP": 1622, + "n_pred": 2217, + "n_ref": 1820 + }, + "7": { + "Dice": 0.9446932611186335, + "FN": 649, + "FP": 6254, + "IoU": 0.8951835767864192, + "TN": 459838, + "TP": 58955, + "n_pred": 65209, + "n_ref": 59604 + }, + "8": { + "Dice": 0.9273590749535412, + "FN": 1654, + "FP": 105, + "IoU": 0.8645568645568645, + "TN": 512709, + "TP": 11228, + "n_pred": 11333, + "n_ref": 12882 + }, + "9": { + "Dice": 0.9051753146241335, + "FN": 1061, + "FP": 1757, + "IoU": 0.8267764937300222, + "TN": 509428, + "TP": 13450, + "n_pred": 15207, + "n_ref": 14511 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0166.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0166.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6153846153846154, + "FN": 4, + "FP": 51, + "IoU": 0.4444444444444444, + "TN": 876061, + "TP": 44, + "n_pred": 95, + "n_ref": 48 + }, + "10": { + "Dice": 0.8629246570423041, + "FN": 3335, + "FP": 4299, + "IoU": 0.7588983987619619, + "TN": 844497, + "TP": 24029, + "n_pred": 28328, + "n_ref": 27364 + }, + "11": { + "Dice": 0.33122171945701356, + "FN": 221, + "FP": 518, + "IoU": 0.1984815618221258, + "TN": 875238, + "TP": 183, + "n_pred": 701, + "n_ref": 404 + }, + "12": { + "Dice": 0.671863926293409, + "FN": 627, + "FP": 1225, + "IoU": 0.5058697972251868, + "TN": 872412, + "TP": 1896, + "n_pred": 3121, + "n_ref": 2523 + }, + "13": { + "Dice": 0.645579268292683, + "FN": 1704, + "FP": 1086, + "IoU": 0.4766460326392797, + "TN": 870829, + "TP": 2541, + "n_pred": 3627, + "n_ref": 4245 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 1996, + "IoU": 0.0, + "TN": 874164, + "TP": 0, + "n_pred": 1996, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 105, + "IoU": 0.0, + "TN": 876055, + "TP": 0, + "n_pred": 105, + "n_ref": 0 + }, + "3": { + "Dice": 0.9469338190649667, + "FN": 359, + "FP": 78, + "IoU": 0.8992158671586716, + "TN": 871824, + "TP": 3899, + "n_pred": 3977, + "n_ref": 4258 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.32514256091238986, + "FN": 589, + "FP": 5920, + "IoU": 0.19413148446205275, + "TN": 868083, + "TP": 1568, + "n_pred": 7488, + "n_ref": 2157 + }, + "7": { + "Dice": 0.9188688653037965, + "FN": 1315, + "FP": 963, + "IoU": 0.8499143497166952, + "TN": 860982, + "TP": 12900, + "n_pred": 13863, + "n_ref": 14215 + }, + "8": { + "Dice": 0.9559647302904565, + "FN": 1223, + "FP": 475, + "IoU": 0.9156440955834865, + "TN": 856031, + "TP": 18431, + "n_pred": 18906, + "n_ref": 19654 + }, + "9": { + "Dice": 0.9549066681555096, + "FN": 447, + "FP": 1976, + "IoU": 0.9137046798205001, + "TN": 848082, + "TP": 25655, + "n_pred": 27631, + "n_ref": 26102 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0188.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0188.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8586685159500693, + "FN": 95, + "FP": 1943, + "IoU": 0.7523392878843116, + "TN": 342235, + "TP": 6191, + "n_pred": 8134, + "n_ref": 6286 + }, + "11": { + "Dice": 0.6734104046242775, + "FN": 1185, + "FP": 849, + "IoU": 0.5076252723311547, + "TN": 346333, + "TP": 2097, + "n_pred": 2946, + "n_ref": 3282 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9415687519847571, + "FN": 143, + "FP": 225, + "IoU": 0.8895889588958896, + "TN": 347131, + "TP": 2965, + "n_pred": 3190, + "n_ref": 3108 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9653399156638898, + "FN": 34, + "FP": 303, + "IoU": 0.9330019880715705, + "TN": 345434, + "TP": 4693, + "n_pred": 4996, + "n_ref": 4727 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9312326746522215, + "FN": 2725, + "FP": 2683, + "IoU": 0.8713146936347412, + "TN": 308439, + "TP": 36617, + "n_pred": 39300, + "n_ref": 39342 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.8860759493670886, + "FN": 2, + "FP": 25, + "IoU": 0.7954545454545454, + "TN": 350332, + "TP": 105, + "n_pred": 130, + "n_ref": 107 + }, + "9": { + "Dice": 0.8494627626186169, + "FN": 255, + "FP": 3822, + "IoU": 0.7383183568677792, + "TN": 334884, + "TP": 11503, + "n_pred": 15325, + "n_ref": 11758 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0199.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0199.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9661081604507175, + "FN": 406, + "FP": 749, + "IoU": 0.9344383266163365, + "TN": 1209007, + "TP": 16462, + "n_pred": 17211, + "n_ref": 16868 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1580, + "IoU": 0.0, + "TN": 1225044, + "TP": 0, + "n_pred": 1580, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 198, + "IoU": 0.0, + "TN": 1226426, + "TP": 0, + "n_pred": 198, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.954319526627219, + "FN": 95, + "FP": 98, + "IoU": 0.9126301493888638, + "TN": 1224415, + "TP": 2016, + "n_pred": 2114, + "n_ref": 2111 + }, + "4": { + "Dice": 0.9298066015549346, + "FN": 1092, + "FP": 3982, + "IoU": 0.8688210961737332, + "TN": 1187944, + "TP": 33606, + "n_pred": 37588, + "n_ref": 34698 + }, + "5": { + "Dice": 0.8859210222461704, + "FN": 2307, + "FP": 657, + "IoU": 0.7952048642299454, + "TN": 1212151, + "TP": 11509, + "n_pred": 12166, + "n_ref": 13816 + }, + "6": { + "Dice": 0.9870439032022822, + "FN": 1763, + "FP": 2874, + "IoU": 0.974419233294165, + "TN": 1045355, + "TP": 176632, + "n_pred": 179506, + "n_ref": 178395 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9745862401359322, + "FN": 3629, + "FP": 2593, + "IoU": 0.9504321848237403, + "TN": 1101099, + "TP": 119303, + "n_pred": 121896, + "n_ref": 122932 + }, + "9": { + "Dice": 0.9102378761992378, + "FN": 525, + "FP": 158, + "IoU": 0.8352629040038592, + "TN": 1222478, + "TP": 3463, + "n_pred": 3621, + "n_ref": 3988 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0214.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0214.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2006, + "IoU": 0.0, + "TN": 523690, + "TP": 0, + "n_pred": 2006, + "n_ref": 0 + }, + "10": { + "Dice": 0.719908448113786, + "FN": 4422, + "FP": 2431, + "IoU": 0.5623882503192849, + "TN": 510036, + "TP": 8807, + "n_pred": 11238, + "n_ref": 13229 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8845659702826499, + "FN": 2777, + "FP": 5489, + "IoU": 0.7930240128201917, + "TN": 485759, + "TP": 31671, + "n_pred": 37160, + "n_ref": 34448 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 9819, + "IoU": 0.0, + "TN": 515877, + "TP": 0, + "n_pred": 9819, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8509116085852758, + "FN": 160, + "FP": 1132, + "IoU": 0.7405101425989155, + "TN": 520717, + "TP": 3687, + "n_pred": 4819, + "n_ref": 3847 + }, + "7": { + "Dice": 0.699122106943336, + "FN": 28, + "FP": 349, + "IoU": 0.5374233128834356, + "TN": 524881, + "TP": 438, + "n_pred": 787, + "n_ref": 466 + }, + "8": { + "Dice": 0.9333176248821866, + "FN": 351, + "FP": 215, + "IoU": 0.8749723878948531, + "TN": 521169, + "TP": 3961, + "n_pred": 4176, + "n_ref": 4312 + }, + "9": { + "Dice": 0.907175177763413, + "FN": 1419, + "FP": 1453, + "IoU": 0.8301194842067905, + "TN": 508790, + "TP": 14034, + "n_pred": 15487, + "n_ref": 15453 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0224.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0224.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2195, + "IoU": 0.0, + "TN": 1049197, + "TP": 0, + "n_pred": 2195, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1920, + "IoU": 0.0, + "TN": 1049472, + "TP": 0, + "n_pred": 1920, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9695290858725761, + "FN": 549, + "FP": 298, + "IoU": 0.9408602150537635, + "TN": 1037070, + "TP": 13475, + "n_pred": 13773, + "n_ref": 14024 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.4242649400275979, + "FN": 8121, + "FP": 2727, + "IoU": 0.2692489053553385, + "TN": 1036547, + "TP": 3997, + "n_pred": 6724, + "n_ref": 12118 + }, + "6": { + "Dice": 0.9625471706222654, + "FN": 2489, + "FP": 1868, + "IoU": 0.9277984920043085, + "TN": 991047, + "TP": 55988, + "n_pred": 57856, + "n_ref": 58477 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1023, + "IoU": 0.0, + "TN": 1050369, + "TP": 0, + "n_pred": 1023, + "n_ref": 0 + }, + "8": { + "Dice": 0.9485748356216566, + "FN": 2094, + "FP": 7221, + "IoU": 0.9021800768697624, + "TN": 956166, + "TP": 85911, + "n_pred": 93132, + "n_ref": 88005 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 84, + "IoU": 0.0, + "TN": 1051308, + "TP": 0, + "n_pred": 84, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0239.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0239.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.169659499022594, + "FN": 795, + "FP": 17470, + "IoU": 0.09269286175550147, + "TN": 1031261, + "TP": 1866, + "n_pred": 19336, + "n_ref": 2661 + }, + "10": { + "Dice": 0.03134900783725196, + "FN": 3943, + "FP": 1866, + "IoU": 0.015924106386583092, + "TN": 1045489, + "TP": 94, + "n_pred": 1960, + "n_ref": 4037 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5470956001056679, + "FN": 11242, + "FP": 19618, + "IoU": 0.3765530616780137, + "TN": 1001893, + "TP": 18639, + "n_pred": 38257, + "n_ref": 29881 + }, + "14": { + "Dice": 0.6385825756110144, + "FN": 22232, + "FP": 186, + "IoU": 0.46905714894725625, + "TN": 1009169, + "TP": 19805, + "n_pred": 19991, + "n_ref": 42037 + }, + "15": { + "Dice": 0.7971518463321742, + "FN": 3071, + "FP": 604, + "IoU": 0.6627202643171806, + "TN": 1040496, + "TP": 7221, + "n_pred": 7825, + "n_ref": 10292 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 1051386, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1021, + "IoU": 0.0, + "TN": 1050371, + "TP": 0, + "n_pred": 1021, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2834, + "IoU": 0.0, + "TN": 1048558, + "TP": 0, + "n_pred": 2834, + "n_ref": 0 + }, + "5": { + "Dice": 0.5868894601542416, + "FN": 3413, + "FP": 3015, + "IoU": 0.4153174458795707, + "TN": 1040398, + "TP": 4566, + "n_pred": 7581, + "n_ref": 7979 + }, + "6": { + "Dice": 0.07839560903525437, + "FN": 616, + "FP": 108525, + "IoU": 0.040796955608482816, + "TN": 937609, + "TP": 4642, + "n_pred": 113167, + "n_ref": 5258 + }, + "7": { + "Dice": 0.00015912164850027846, + "FN": 71, + "FP": 37630, + "IoU": 7.956715467854869e-05, + "TN": 1013688, + "TP": 3, + "n_pred": 37633, + "n_ref": 74 + }, + "8": { + "Dice": 0.6319806257363529, + "FN": 55639, + "FP": 587, + "IoU": 0.4619675990162962, + "TN": 946889, + "TP": 48277, + "n_pred": 48864, + "n_ref": 103916 + }, + "9": { + "Dice": 0.8258951659517508, + "FN": 3170, + "FP": 2553, + "IoU": 0.7034254029123698, + "TN": 1032095, + "TP": 13574, + "n_pred": 16127, + "n_ref": 16744 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0245.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0245.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9831659505556934, + "FN": 460, + "FP": 829, + "IoU": 0.9668892884664783, + "TN": 1187694, + "TP": 37641, + "n_pred": 38470, + "n_ref": 38101 + }, + "10": { + "Dice": 0.9176958837965642, + "FN": 1280, + "FP": 2845, + "IoU": 0.847909446206032, + "TN": 1199502, + "TP": 22997, + "n_pred": 25842, + "n_ref": 24277 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9011900978210968, + "FN": 1812, + "FP": 3784, + "IoU": 0.820151052547003, + "TN": 1195509, + "TP": 25519, + "n_pred": 29303, + "n_ref": 27331 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9792039355992844, + "FN": 154, + "FP": 32, + "IoU": 0.9592552026286966, + "TN": 1222059, + "TP": 4379, + "n_pred": 4411, + "n_ref": 4533 + }, + "3": { + "Dice": 0.0, + "FN": 14, + "FP": 0, + "IoU": 0.0, + "TN": 1226610, + "TP": 0, + "n_pred": 0, + "n_ref": 14 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9086535920071893, + "FN": 1170, + "FP": 2286, + "IoU": 0.8325986921772827, + "TN": 1205979, + "TP": 17189, + "n_pred": 19475, + "n_ref": 18359 + }, + "7": { + "Dice": 0.9892072744576128, + "FN": 3377, + "FP": 252, + "IoU": 0.9786450272748136, + "TN": 1056687, + "TP": 166308, + "n_pred": 166560, + "n_ref": 169685 + }, + "8": { + "Dice": 0.9380728105906314, + "FN": 1449, + "FP": 4389, + "IoU": 0.8833682948756368, + "TN": 1176569, + "TP": 44217, + "n_pred": 48606, + "n_ref": 45666 + }, + "9": { + "Dice": 0.9058866723779219, + "FN": 1083, + "FP": 2762, + "IoU": 0.8279642058165548, + "TN": 1204274, + "TP": 18505, + "n_pred": 21267, + "n_ref": 19588 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0263.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0263.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9403982090120987, + "FN": 14300, + "FP": 1341, + "IoU": 0.8875015284141176, + "TN": 1262823, + "TP": 123392, + "n_pred": 124733, + "n_ref": 137692 + }, + "10": { + "Dice": 0.8083650568535244, + "FN": 4336, + "FP": 11068, + "IoU": 0.6783663583404673, + "TN": 1353963, + "TP": 32489, + "n_pred": 43557, + "n_ref": 36825 + }, + "11": { + "Dice": 0.5856293895191789, + "FN": 1427, + "FP": 874, + "IoU": 0.4140565317035905, + "TN": 1397929, + "TP": 1626, + "n_pred": 2500, + "n_ref": 3053 + }, + "12": { + "Dice": 0.7258064516129032, + "FN": 219, + "FP": 121, + "IoU": 0.569620253164557, + "TN": 1401066, + "TP": 450, + "n_pred": 571, + "n_ref": 669 + }, + "13": { + "Dice": 0.7795560144553433, + "FN": 966, + "FP": 742, + "IoU": 0.6387478849407784, + "TN": 1397128, + "TP": 3020, + "n_pred": 3762, + "n_ref": 3986 + }, + "14": { + "Dice": 0.017770896073640546, + "FN": 552915, + "FP": 245, + "IoU": 0.008965107029475209, + "TN": 843692, + "TP": 5004, + "n_pred": 5249, + "n_ref": 557919 + }, + "15": { + "Dice": 0.0, + "FN": 33223, + "FP": 0, + "IoU": 0.0, + "TN": 1368633, + "TP": 0, + "n_pred": 0, + "n_ref": 33223 + }, + "2": { + "Dice": 0.9715043074884029, + "FN": 5, + "FP": 38, + "IoU": 0.9445876288659794, + "TN": 1401080, + "TP": 733, + "n_pred": 771, + "n_ref": 738 + }, + "3": { + "Dice": 0.8355995055624228, + "FN": 416, + "FP": 3175, + "IoU": 0.7176220806794055, + "TN": 1389139, + "TP": 9126, + "n_pred": 12301, + "n_ref": 9542 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.4633875080647639, + "FN": 2416, + "FP": 84915, + "IoU": 0.3015643244453686, + "TN": 1276818, + "TP": 37707, + "n_pred": 122622, + "n_ref": 40123 + }, + "7": { + "Dice": 0.8167210300429184, + "FN": 647, + "FP": 10029, + "IoU": 0.6902184951977484, + "TN": 1367393, + "TP": 23787, + "n_pred": 33816, + "n_ref": 24434 + }, + "8": { + "Dice": 0.9611601933655609, + "FN": 151, + "FP": 548, + "IoU": 0.925224646983312, + "TN": 1392508, + "TP": 8649, + "n_pred": 9197, + "n_ref": 8800 + }, + "9": { + "Dice": 0.8906810505092823, + "FN": 1714, + "FP": 2461, + "IoU": 0.8029079922579427, + "TN": 1380673, + "TP": 17008, + "n_pred": 19469, + "n_ref": 18722 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0268.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0268.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 117, + "IoU": 0.0, + "TN": 876043, + "TP": 0, + "n_pred": 117, + "n_ref": 0 + }, + "10": { + "Dice": 0.5578231292517006, + "FN": 26, + "FP": 1989, + "IoU": 0.3867924528301887, + "TN": 872874, + "TP": 1271, + "n_pred": 3260, + "n_ref": 1297 + }, + "11": { + "Dice": 0.6505733252866627, + "FN": 1447, + "FP": 869, + "IoU": 0.4821109123434705, + "TN": 871688, + "TP": 2156, + "n_pred": 3025, + "n_ref": 3603 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.888802286308132, + "FN": 61, + "FP": 795, + "IoU": 0.7998597147533317, + "TN": 871883, + "TP": 3421, + "n_pred": 4216, + "n_ref": 3482 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9645073219161082, + "FN": 162, + "FP": 410, + "IoU": 0.9314477468839885, + "TN": 867816, + "TP": 7772, + "n_pred": 8182, + "n_ref": 7934 + }, + "3": { + "Dice": 0.9649451480658682, + "FN": 5430, + "FP": 2223, + "IoU": 0.9322647454506833, + "TN": 763176, + "TP": 105331, + "n_pred": 107554, + "n_ref": 110761 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.9191734397024863, + "FN": 1823, + "FP": 872, + "IoU": 0.8504356512570065, + "TN": 858141, + "TP": 15324, + "n_pred": 16196, + "n_ref": 17147 + }, + "6": { + "Dice": 0.9418395909076649, + "FN": 9379, + "FP": 7306, + "IoU": 0.890072604129607, + "TN": 724378, + "TP": 135097, + "n_pred": 142403, + "n_ref": 144476 + }, + "7": { + "Dice": 0.6697674418604651, + "FN": 357, + "FP": 140, + "IoU": 0.5034965034965035, + "TN": 875159, + "TP": 504, + "n_pred": 644, + "n_ref": 861 + }, + "8": { + "Dice": 0.9611732570239334, + "FN": 1111, + "FP": 83, + "IoU": 0.9252488574469417, + "TN": 860187, + "TP": 14779, + "n_pred": 14862, + "n_ref": 15890 + }, + "9": { + "Dice": 0.9015461663818117, + "FN": 4589, + "FP": 5319, + "IoU": 0.8207410623823997, + "TN": 820888, + "TP": 45364, + "n_pred": 50683, + "n_ref": 49953 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0282.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0282.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 5961, + "IoU": 0.0, + "TN": 870199, + "TP": 0, + "n_pred": 5961, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 876155, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1054, + "IoU": 0.0, + "TN": 875106, + "TP": 0, + "n_pred": 1054, + "n_ref": 0 + }, + "14": { + "Dice": 0.4384330046141319, + "FN": 6167, + "FP": 40, + "IoU": 0.28076477404403244, + "TN": 867530, + "TP": 2423, + "n_pred": 2463, + "n_ref": 8590 + }, + "15": { + "Dice": 0.6907062185331337, + "FN": 1883, + "FP": 390, + "IoU": 0.5275410517563917, + "TN": 871349, + "TP": 2538, + "n_pred": 2928, + "n_ref": 4421 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.7469879518072289, + "FN": 162, + "FP": 27, + "IoU": 0.5961538461538461, + "TN": 875692, + "TP": 279, + "n_pred": 306, + "n_ref": 441 + }, + "5": { + "Dice": 0.8505370471509194, + "FN": 223, + "FP": 598, + "IoU": 0.7399429838454229, + "TN": 873003, + "TP": 2336, + "n_pred": 2934, + "n_ref": 2559 + }, + "6": { + "Dice": 0.6783246564330284, + "FN": 4172, + "FP": 130278, + "IoU": 0.5132309229605118, + "TN": 599951, + "TP": 141759, + "n_pred": 272037, + "n_ref": 145931 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1306, + "IoU": 0.0, + "TN": 874854, + "TP": 0, + "n_pred": 1306, + "n_ref": 0 + }, + "8": { + "Dice": 0.9430422709040419, + "FN": 343, + "FP": 580, + "IoU": 0.8922232601588043, + "TN": 867596, + "TP": 7641, + "n_pred": 8221, + "n_ref": 7984 + }, + "9": { + "Dice": 0.8696749384125458, + "FN": 2414, + "FP": 4093, + "IoU": 0.769402509036785, + "TN": 847942, + "TP": 21711, + "n_pred": 25804, + "n_ref": 24125 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0296.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0296.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8476059536406961, + "FN": 34191, + "FP": 5269, + "IoU": 0.7355174701904194, + "TN": 1603123, + "TP": 109737, + "n_pred": 115006, + "n_ref": 143928 + }, + "10": { + "Dice": 0.45638985978867863, + "FN": 19095, + "FP": 7967, + "IoU": 0.29566394253292383, + "TN": 1713898, + "TP": 11360, + "n_pred": 19327, + "n_ref": 30455 + }, + "11": { + "Dice": 0.11946050096339114, + "FN": 379, + "FP": 78, + "IoU": 0.06352459016393443, + "TN": 1751832, + "TP": 31, + "n_pred": 109, + "n_ref": 410 + }, + "12": { + "Dice": 0.06026151222285389, + "FN": 14, + "FP": 1639, + "IoU": 0.031066822977725676, + "TN": 1750614, + "TP": 53, + "n_pred": 1692, + "n_ref": 67 + }, + "13": { + "Dice": 0.32898820608317814, + "FN": 9733, + "FP": 2158, + "IoU": 0.19687964338781574, + "TN": 1737514, + "TP": 2915, + "n_pred": 5073, + "n_ref": 12648 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7286418274766269, + "FN": 44381, + "FP": 14539, + "IoU": 0.5731208114472016, + "TN": 1614295, + "TP": 79105, + "n_pred": 93644, + "n_ref": 123486 + }, + "3": { + "Dice": 0.6303699643005174, + "FN": 10879, + "FP": 44411, + "IoU": 0.46024835018938653, + "TN": 1649884, + "TP": 47146, + "n_pred": 91557, + "n_ref": 58025 + }, + "4": { + "Dice": 0.6619441164895711, + "FN": 32601, + "FP": 41, + "IoU": 0.49470588235294116, + "TN": 1687720, + "TP": 31958, + "n_pred": 31999, + "n_ref": 64559 + }, + "5": { + "Dice": 0.0, + "FN": 171, + "FP": 0, + "IoU": 0.0, + "TN": 1752149, + "TP": 0, + "n_pred": 0, + "n_ref": 171 + }, + "6": { + "Dice": 0.8453806190683082, + "FN": 92898, + "FP": 32727, + "IoU": 0.7321725522969734, + "TN": 1283268, + "TP": 343427, + "n_pred": 376154, + "n_ref": 436325 + }, + "7": { + "Dice": 0.47369794756198835, + "FN": 17114, + "FP": 5067, + "IoU": 0.3103566209619749, + "TN": 1720157, + "TP": 9982, + "n_pred": 15049, + "n_ref": 27096 + }, + "8": { + "Dice": 0.9560026359654223, + "FN": 2233, + "FP": 37, + "IoU": 0.915713649190554, + "TN": 1725388, + "TP": 24662, + "n_pred": 24699, + "n_ref": 26895 + }, + "9": { + "Dice": 0.2913588730458684, + "FN": 3233, + "FP": 892, + "IoU": 0.1705208123868892, + "TN": 1747347, + "TP": 848, + "n_pred": 1740, + "n_ref": 4081 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0330.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0330.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7379200193651432, + "FN": 103928, + "FP": 17333, + "IoU": 0.5846856226924315, + "TN": 2862202, + "TP": 170713, + "n_pred": 188046, + "n_ref": 274641 + }, + "10": { + "Dice": 0.5979680696661829, + "FN": 3284, + "FP": 13336, + "IoU": 0.42650103519668736, + "TN": 3125196, + "TP": 12360, + "n_pred": 25696, + "n_ref": 15644 + }, + "11": { + "Dice": 0.5984008977416188, + "FN": 1819, + "FP": 1044, + "IoU": 0.4269415532425941, + "TN": 3149180, + "TP": 2133, + "n_pred": 3177, + "n_ref": 3952 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 102, + "IoU": 0.0, + "TN": 3154074, + "TP": 0, + "n_pred": 102, + "n_ref": 0 + }, + "13": { + "Dice": 0.4272816808929744, + "FN": 4813, + "FP": 23099, + "IoU": 0.27168354034025677, + "TN": 3115852, + "TP": 10412, + "n_pred": 33511, + "n_ref": 15225 + }, + "14": { + "Dice": 0.3402322059565876, + "FN": 25, + "FP": 2589, + "IoU": 0.20498783454987834, + "TN": 3150888, + "TP": 674, + "n_pred": 3263, + "n_ref": 699 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 10201, + "IoU": 0.0, + "TN": 3143975, + "TP": 0, + "n_pred": 10201, + "n_ref": 0 + }, + "2": { + "Dice": 0.7696664293831879, + "FN": 7985, + "FP": 65789, + "IoU": 0.6255754112255307, + "TN": 2957143, + "TP": 123259, + "n_pred": 189048, + "n_ref": 131244 + }, + "3": { + "Dice": 0.7719416843538903, + "FN": 27362, + "FP": 18519, + "IoU": 0.6285871562603719, + "TN": 3030645, + "TP": 77650, + "n_pred": 96169, + "n_ref": 105012 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.017660044150110375, + "FN": 27, + "FP": 1308, + "IoU": 0.008908685968819599, + "TN": 3152829, + "TP": 12, + "n_pred": 1320, + "n_ref": 39 + }, + "6": { + "Dice": 0.6645927601809954, + "FN": 16560, + "FP": 339240, + "IoU": 0.49767047861075814, + "TN": 2445876, + "TP": 352500, + "n_pred": 691740, + "n_ref": 369060 + }, + "7": { + "Dice": 0.43720093284333694, + "FN": 31834, + "FP": 93897, + "IoU": 0.279755051069217, + "TN": 2979609, + "TP": 48836, + "n_pred": 142733, + "n_ref": 80670 + }, + "8": { + "Dice": 0.9505593648502346, + "FN": 1073, + "FP": 1256, + "IoU": 0.905777166437414, + "TN": 3129458, + "TP": 22389, + "n_pred": 23645, + "n_ref": 23462 + }, + "9": { + "Dice": 0.8763456502764039, + "FN": 2822, + "FP": 3553, + "IoU": 0.7799067840497151, + "TN": 3125211, + "TP": 22590, + "n_pred": 26143, + "n_ref": 25412 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0349.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0349.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9672288327269152, + "FN": 4364, + "FP": 6300, + "IoU": 0.9365374086505273, + "TN": 1584284, + "TP": 157372, + "n_pred": 163672, + "n_ref": 161736 + }, + "10": { + "Dice": 0.8573439055366766, + "FN": 2211, + "FP": 6101, + "IoU": 0.7503079095196612, + "TN": 1719031, + "TP": 24977, + "n_pred": 31078, + "n_ref": 27188 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6612543491836916, + "FN": 1040, + "FP": 2757, + "IoU": 0.4939357590297214, + "TN": 1744817, + "TP": 3706, + "n_pred": 6463, + "n_ref": 4746 + }, + "13": { + "Dice": 0.29621414528406514, + "FN": 13124, + "FP": 837, + "IoU": 0.17385644120953903, + "TN": 1735421, + "TP": 2938, + "n_pred": 3775, + "n_ref": 16062 + }, + "14": { + "Dice": 0.6164196123147092, + "FN": 7577, + "FP": 2515, + "IoU": 0.445524971155431, + "TN": 1734119, + "TP": 8109, + "n_pred": 10624, + "n_ref": 15686 + }, + "15": { + "Dice": 0.0, + "FN": 16489, + "FP": 2024, + "IoU": 0.0, + "TN": 1733807, + "TP": 0, + "n_pred": 2024, + "n_ref": 16489 + }, + "2": { + "Dice": 0.6633949394869104, + "FN": 33187, + "FP": 72028, + "IoU": 0.49632831648284315, + "TN": 1543424, + "TP": 103681, + "n_pred": 175709, + "n_ref": 136868 + }, + "3": { + "Dice": 0.6595551598376795, + "FN": 120374, + "FP": 18807, + "IoU": 0.49204199984671587, + "TN": 1478319, + "TP": 134820, + "n_pred": 153627, + "n_ref": 255194 + }, + "4": { + "Dice": 0.8459478782611134, + "FN": 2788, + "FP": 8201, + "IoU": 0.7330239790092563, + "TN": 1711159, + "TP": 30172, + "n_pred": 38373, + "n_ref": 32960 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6097162784856593, + "FN": 35219, + "FP": 5182, + "IoU": 0.4385552884281327, + "TN": 1680361, + "TP": 31558, + "n_pred": 36740, + "n_ref": 66777 + }, + "7": { + "Dice": 0.7327368951612904, + "FN": 5233, + "FP": 7493, + "IoU": 0.578204235855623, + "TN": 1722149, + "TP": 17445, + "n_pred": 24938, + "n_ref": 22678 + }, + "8": { + "Dice": 0.9249299719887956, + "FN": 360, + "FP": 444, + "IoU": 0.8603439291297551, + "TN": 1746563, + "TP": 4953, + "n_pred": 5397, + "n_ref": 5313 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0351.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0351.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9739907423158536, + "FN": 480, + "FP": 2425, + "IoU": 0.9493001500924989, + "TN": 293166, + "TP": 54393, + "n_pred": 56818, + "n_ref": 54873 + }, + "10": { + "Dice": 0.4103299856527977, + "FN": 411, + "FP": 0, + "IoU": 0.2581227436823105, + "TN": 349910, + "TP": 143, + "n_pred": 143, + "n_ref": 554 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 75, + "IoU": 0.0, + "TN": 350389, + "TP": 0, + "n_pred": 75, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 25, + "IoU": 0.0, + "TN": 350439, + "TP": 0, + "n_pred": 25, + "n_ref": 0 + }, + "3": { + "Dice": 0.9724377134687178, + "FN": 511, + "FP": 530, + "IoU": 0.9463540324658594, + "TN": 331059, + "TP": 18364, + "n_pred": 18894, + "n_ref": 18875 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8133101180112208, + "FN": 1626, + "FP": 304, + "IoU": 0.6853602869253342, + "TN": 344330, + "TP": 4204, + "n_pred": 4508, + "n_ref": 5830 + }, + "6": { + "Dice": 0.9239582920350474, + "FN": 2817, + "FP": 1019, + "IoU": 0.8586640138535795, + "TN": 323323, + "TP": 23305, + "n_pred": 24324, + "n_ref": 26122 + }, + "7": { + "Dice": 0.9417070253524441, + "FN": 2822, + "FP": 3124, + "IoU": 0.889835846889243, + "TN": 296490, + "TP": 48028, + "n_pred": 51152, + "n_ref": 50850 + }, + "8": { + "Dice": 0.9371604938271605, + "FN": 371, + "FP": 647, + "IoU": 0.8817516552445116, + "TN": 341855, + "TP": 7591, + "n_pred": 8238, + "n_ref": 7962 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0367.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0367.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 608, + "IoU": 0.0, + "TN": 700320, + "TP": 0, + "n_pred": 608, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 10664, + "FP": 1449, + "IoU": 0.0, + "TN": 688815, + "TP": 0, + "n_pred": 1449, + "n_ref": 10664 + }, + "11": { + "Dice": 0.41624365482233505, + "FN": 5, + "FP": 110, + "IoU": 0.26282051282051283, + "TN": 700772, + "TP": 41, + "n_pred": 151, + "n_ref": 46 + }, + "12": { + "Dice": 0.6474536123174102, + "FN": 645, + "FP": 248, + "IoU": 0.47869235259778165, + "TN": 699215, + "TP": 820, + "n_pred": 1068, + "n_ref": 1465 + }, + "13": { + "Dice": 0.14768590743629745, + "FN": 1510, + "FP": 3407, + "IoU": 0.07973048848961257, + "TN": 695585, + "TP": 426, + "n_pred": 3833, + "n_ref": 1936 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8732168022350236, + "FN": 18791, + "FP": 1721, + "IoU": 0.7749643444871092, + "TN": 609778, + "TP": 70638, + "n_pred": 72359, + "n_ref": 89429 + }, + "3": { + "Dice": 0.8211787374858627, + "FN": 221, + "FP": 4048, + "IoU": 0.6966100490370265, + "TN": 686857, + "TP": 9802, + "n_pred": 13850, + "n_ref": 10023 + }, + "4": { + "Dice": 0.014358159711614835, + "FN": 92708, + "FP": 4084, + "IoU": 0.00723099172282224, + "TN": 603431, + "TP": 705, + "n_pred": 4789, + "n_ref": 93413 + }, + "5": { + "Dice": 0.7278258389580758, + "FN": 2043, + "FP": 820, + "IoU": 0.5721117919593484, + "TN": 694237, + "TP": 3828, + "n_pred": 4648, + "n_ref": 5871 + }, + "6": { + "Dice": 0.8452334118131253, + "FN": 19491, + "FP": 6080, + "IoU": 0.7319517385242722, + "TN": 605531, + "TP": 69826, + "n_pred": 75906, + "n_ref": 89317 + }, + "7": { + "Dice": 0.06890737588878108, + "FN": 4131, + "FP": 112939, + "IoU": 0.035683102420058975, + "TN": 579526, + "TP": 4332, + "n_pred": 117271, + "n_ref": 8463 + }, + "8": { + "Dice": 0.9112014122506079, + "FN": 10314, + "FP": 350, + "IoU": 0.8368870262167701, + "TN": 635550, + "TP": 54714, + "n_pred": 55064, + "n_ref": 65028 + }, + "9": { + "Dice": 0.7761476573592049, + "FN": 186, + "FP": 1233, + "IoU": 0.634184068058778, + "TN": 697049, + "TP": 2460, + "n_pred": 3693, + "n_ref": 2646 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0388.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0388.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7125748502994012, + "FN": 192, + "FP": 0, + "IoU": 0.5534883720930233, + "TN": 875730, + "TP": 238, + "n_pred": 238, + "n_ref": 430 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 4, + "FP": 0, + "IoU": 0.0, + "TN": 876156, + "TP": 0, + "n_pred": 0, + "n_ref": 4 + }, + "14": { + "Dice": 0.5357262301070732, + "FN": 89834, + "FP": 399, + "IoU": 0.3658648000955774, + "TN": 733867, + "TP": 52060, + "n_pred": 52459, + "n_ref": 141894 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9629053488093814, + "FN": 2931, + "FP": 5129, + "IoU": 0.9284642898350064, + "TN": 763489, + "TP": 104611, + "n_pred": 109740, + "n_ref": 107542 + }, + "3": { + "Dice": 0.9603779241050662, + "FN": 5633, + "FP": 2033, + "IoU": 0.9237760012727201, + "TN": 775588, + "TP": 92906, + "n_pred": 94939, + "n_ref": 98539 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.970505332484111, + "FN": 1558, + "FP": 7148, + "IoU": 0.9427006890923331, + "TN": 724221, + "TP": 143233, + "n_pred": 150381, + "n_ref": 144791 + }, + "7": { + "Dice": 0.9567023117540046, + "FN": 4356, + "FP": 523, + "IoU": 0.9169984008710149, + "TN": 817378, + "TP": 53903, + "n_pred": 54426, + "n_ref": 58259 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7752834570374755, + "FN": 4468, + "FP": 467, + "IoU": 0.6330309339678762, + "TN": 862712, + "TP": 8513, + "n_pred": 8980, + "n_ref": 12981 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0391.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0391.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": 0.5898881496206514, + "FN": 4630.675555555555, + "FP": 7517.588888888889, + "IoU": 0.50637233329839, + "TN": 1094783.4800000002, + "TP": 20394.122222222228, + "n_pred": 27911.71111111111, + "n_ref": 25024.797777777774 + }, + "mean": { + "1": { + "Dice": 0.6918171080694328, + "FN": 5071.2, + "FP": 4787.666666666667, + "IoU": 0.6194638908210436, + "TN": 1090009.7, + "TP": 27457.3, + "n_pred": 32244.966666666667, + "n_ref": 32528.5 + }, + "10": { + "Dice": 0.6367138470447918, + "FN": 4455.133333333333, + "FP": 3069.1666666666665, + "IoU": 0.5217107338461429, + "TN": 1111239.1, + "TP": 8562.466666666667, + "n_pred": 11631.633333333333, + "n_ref": 13017.6 + }, + "11": { + "Dice": 0.38548554581256345, + "FN": 429.06666666666666, + "FP": 317.23333333333335, + "IoU": 0.28483563618513075, + "TN": 1125999.8666666667, + "TP": 579.7, + "n_pred": 896.9333333333333, + "n_ref": 1008.7666666666667 + }, + "12": { + "Dice": 0.3544698895218957, + "FN": 526.7333333333333, + "FP": 312.6666666666667, + "IoU": 0.2643976620289318, + "TN": 1125841.3333333333, + "TP": 645.1333333333333, + "n_pred": 957.8, + "n_ref": 1171.8666666666666 + }, + "13": { + "Dice": 0.5332964027314046, + "FN": 4742.533333333334, + "FP": 2550.733333333333, + "IoU": 0.41684621059417254, + "TN": 1111523.9, + "TP": 8508.7, + "n_pred": 11059.433333333332, + "n_ref": 13251.233333333334 + }, + "14": { + "Dice": 0.3628701104262116, + "FN": 2343.133333333333, + "FP": 15143.7, + "IoU": 0.3012800913749091, + "TN": 1100734.3666666667, + "TP": 9104.666666666666, + "n_pred": 24248.366666666665, + "n_ref": 11447.8 + }, + "15": { + "Dice": 0.3273318954404766, + "FN": 1501.9666666666667, + "FP": 12612.633333333333, + "IoU": 0.26030785835945136, + "TN": 1106196.9, + "TP": 7014.366666666667, + "n_pred": 19627.0, + "n_ref": 8516.333333333334 + }, + "2": { + "Dice": 0.8118685697950357, + "FN": 2690.866666666667, + "FP": 2507.2, + "IoU": 0.7463925286736753, + "TN": 1103830.5666666667, + "TP": 18297.233333333334, + "n_pred": 20804.433333333334, + "n_ref": 20988.1 + }, + "3": { + "Dice": 0.7241036342770149, + "FN": 17113.966666666667, + "FP": 2058.233333333333, + "IoU": 0.6682549972892877, + "TN": 1085415.1333333333, + "TP": 22738.533333333333, + "n_pred": 24796.766666666666, + "n_ref": 39852.5 + }, + "4": { + "Dice": 0.48190183523345087, + "FN": 1667.5666666666666, + "FP": 3134.766666666667, + "IoU": 0.4071996101250506, + "TN": 1113604.8666666667, + "TP": 8918.666666666666, + "n_pred": 12053.433333333332, + "n_ref": 10586.233333333334 + }, + "5": { + "Dice": 0.4702389329650144, + "FN": 2085.7, + "FP": 412.56666666666666, + "IoU": 0.3586029634578206, + "TN": 1123129.8, + "TP": 1697.8, + "n_pred": 2110.366666666667, + "n_ref": 3783.5 + }, + "6": { + "Dice": 0.8113302257306938, + "FN": 13415.2, + "FP": 50021.333333333336, + "IoU": 0.7450880347215082, + "TN": 950133.6666666666, + "TP": 113755.66666666667, + "n_pred": 163777.0, + "n_ref": 127170.86666666667 + }, + "7": { + "Dice": 0.6524020530670216, + "FN": 11303.566666666668, + "FP": 12469.933333333332, + "IoU": 0.564432890463665, + "TN": 1049886.0666666667, + "TP": 53666.3, + "n_pred": 66136.23333333334, + "n_ref": 64969.86666666667 + }, + "8": { + "Dice": 0.8086642838351606, + "FN": 540.5333333333333, + "FP": 1303.6, + "IoU": 0.7391077123874378, + "TN": 1113277.3666666667, + "TP": 12204.366666666667, + "n_pred": 13507.966666666667, + "n_ref": 12744.9 + }, + "9": { + "Dice": 0.7958279103596027, + "FN": 1572.9666666666667, + "FP": 2062.4, + "IoU": 0.6976641791476245, + "TN": 1110929.5666666667, + "TP": 12760.933333333332, + "n_pred": 14823.333333333334, + "n_ref": 14333.9 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9539213178944026, + "FN": 6851, + "FP": 3599, + "IoU": 0.9119020721981487, + "TN": 932774, + "TP": 108168, + "n_pred": 111767, + "n_ref": 115019 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 41, + "FP": 0, + "IoU": 0.0, + "TN": 1051351, + "TP": 0, + "n_pred": 0, + "n_ref": 41 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9354139942396592, + "FN": 5725, + "FP": 4949, + "IoU": 0.8786645599117892, + "TN": 963421, + "TP": 77297, + "n_pred": 82246, + "n_ref": 83022 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7522546419098143, + "FN": 387, + "FP": 80, + "IoU": 0.6028911564625851, + "TN": 1050216, + "TP": 709, + "n_pred": 789, + "n_ref": 1096 + }, + "6": { + "Dice": 0.9472957986227529, + "FN": 4699, + "FP": 3475, + "IoU": 0.8998689255570664, + "TN": 969759, + "TP": 73459, + "n_pred": 76934, + "n_ref": 78158 + }, + "7": { + "Dice": 0.8375621239863981, + "FN": 6640, + "FP": 1433, + "IoU": 0.7205220522052205, + "TN": 1022506, + "TP": 20813, + "n_pred": 22246, + "n_ref": 27453 + }, + "8": { + "Dice": 0.8971553610503282, + "FN": 25, + "FP": 22, + "IoU": 0.8134920634920635, + "TN": 1051140, + "TP": 205, + "n_pred": 227, + "n_ref": 230 + }, + "9": { + "Dice": 0.8699409282700422, + "FN": 4892, + "FP": 2814, + "IoU": 0.7698189856024852, + "TN": 1017914, + "TP": 25772, + "n_pred": 28586, + "n_ref": 30664 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0001.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0001.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8730261959886579, + "FN": 4767, + "FP": 4995, + "IoU": 0.7746641429296893, + "TN": 1533766, + "TP": 33560, + "n_pred": 38555, + "n_ref": 38327 + }, + "10": { + "Dice": 0.38911070780399276, + "FN": 4722, + "FP": 3693, + "IoU": 0.24155024785939613, + "TN": 1565993, + "TP": 2680, + "n_pred": 6373, + "n_ref": 7402 + }, + "11": { + "Dice": 0.0, + "FN": 228, + "FP": 27, + "IoU": 0.0, + "TN": 1576833, + "TP": 0, + "n_pred": 27, + "n_ref": 228 + }, + "12": { + "Dice": 0.0, + "FN": 604, + "FP": 424, + "IoU": 0.0, + "TN": 1576060, + "TP": 0, + "n_pred": 424, + "n_ref": 604 + }, + "13": { + "Dice": 0.4178407969128601, + "FN": 19390, + "FP": 6558, + "IoU": 0.26409529211571187, + "TN": 1541828, + "TP": 9312, + "n_pred": 15870, + "n_ref": 28702 + }, + "14": { + "Dice": 0.4125671321160043, + "FN": 1754, + "FP": 9184, + "IoU": 0.2598957980918871, + "TN": 1562309, + "TP": 3841, + "n_pred": 13025, + "n_ref": 5595 + }, + "15": { + "Dice": 0.8576094221966511, + "FN": 7419, + "FP": 9410, + "IoU": 0.7507147195188789, + "TN": 1509579, + "TP": 50680, + "n_pred": 60090, + "n_ref": 58099 + }, + "2": { + "Dice": 0.8822544642857143, + "FN": 559, + "FP": 285, + "IoU": 0.7893160259610584, + "TN": 1573082, + "TP": 3162, + "n_pred": 3447, + "n_ref": 3721 + }, + "3": { + "Dice": 0.05378950863515831, + "FN": 415873, + "FP": 189, + "IoU": 0.02763807351456456, + "TN": 1149200, + "TP": 11826, + "n_pred": 12015, + "n_ref": 427699 + }, + "4": { + "Dice": 0.5204067483244742, + "FN": 10273, + "FP": 10479, + "IoU": 0.35172284527193776, + "TN": 1545077, + "TP": 11259, + "n_pred": 21738, + "n_ref": 21532 + }, + "5": { + "Dice": 0.000782472613458529, + "FN": 2554, + "FP": 0, + "IoU": 0.0003913894324853229, + "TN": 1574533, + "TP": 1, + "n_pred": 1, + "n_ref": 2555 + }, + "6": { + "Dice": 0.1849763245218299, + "FN": 9363, + "FP": 340393, + "IoU": 0.10191400091411904, + "TN": 1187642, + "TP": 39690, + "n_pred": 380083, + "n_ref": 49053 + }, + "7": { + "Dice": 0.3324159760499583, + "FN": 49269, + "FP": 36360, + "IoU": 0.19933986610315294, + "TN": 1470140, + "TP": 21319, + "n_pred": 57679, + "n_ref": 70588 + }, + "8": { + "Dice": 0.86755731486063, + "FN": 515, + "FP": 1091, + "IoU": 0.7660937955141276, + "TN": 1570222, + "TP": 5260, + "n_pred": 6351, + "n_ref": 5775 + }, + "9": { + "Dice": 0.0, + "FN": 9, + "FP": 10, + "IoU": 0.0, + "TN": 1577069, + "TP": 0, + "n_pred": 10, + "n_ref": 9 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0005.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0005.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6212624584717608, + "FN": 440, + "FP": 16, + "IoU": 0.4506024096385542, + "TN": 524866, + "TP": 374, + "n_pred": 390, + "n_ref": 814 + }, + "11": { + "Dice": 0.6919780366947904, + "FN": 2642, + "FP": 1958, + "IoU": 0.5290263130951162, + "TN": 515929, + "TP": 5167, + "n_pred": 7125, + "n_ref": 7809 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7134251886727134, + "FN": 1429, + "FP": 2710, + "IoU": 0.5545151221612313, + "TN": 516405, + "TP": 5152, + "n_pred": 7862, + "n_ref": 6581 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9538461538461539, + "FN": 1764, + "FP": 2226, + "IoU": 0.9117647058823529, + "TN": 480476, + "TP": 41230, + "n_pred": 43456, + "n_ref": 42994 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 22, + "IoU": 0.0, + "TN": 525674, + "TP": 0, + "n_pred": 22, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9461909245492489, + "FN": 5424, + "FP": 2234, + "IoU": 0.8978769936523177, + "TN": 450708, + "TP": 67330, + "n_pred": 69564, + "n_ref": 72754 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 525688, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "8": { + "Dice": 0.9211857763842372, + "FN": 1151, + "FP": 1061, + "IoU": 0.853887310918819, + "TN": 510557, + "TP": 12927, + "n_pred": 13988, + "n_ref": 14078 + }, + "9": { + "Dice": 0.9094931536882387, + "FN": 1194, + "FP": 3347, + "IoU": 0.8340095770735095, + "TN": 498339, + "TP": 22816, + "n_pred": 26163, + "n_ref": 24010 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0009.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0009.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8516092814371258, + "FN": 175, + "FP": 1411, + "IoU": 0.7415675411438813, + "TN": 519559, + "TP": 4551, + "n_pred": 5962, + "n_ref": 4726 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 654, + "IoU": 0.0, + "TN": 525042, + "TP": 0, + "n_pred": 654, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 8, + "FP": 0, + "IoU": 0.0, + "TN": 525688, + "TP": 0, + "n_pred": 0, + "n_ref": 8 + }, + "13": { + "Dice": 0.12867313915857606, + "FN": 13462, + "FP": 0, + "IoU": 0.06876037631433315, + "TN": 511240, + "TP": 994, + "n_pred": 994, + "n_ref": 14456 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8624139451283617, + "FN": 3344, + "FP": 8827, + "IoU": 0.7581087526830431, + "TN": 475380, + "TP": 38145, + "n_pred": 46972, + "n_ref": 41489 + }, + "5": { + "Dice": 0.5819025522041763, + "FN": 852, + "FP": 49, + "IoU": 0.41034031413612565, + "TN": 524168, + "TP": 627, + "n_pred": 676, + "n_ref": 1479 + }, + "6": { + "Dice": 0.8863680218925604, + "FN": 8586, + "FP": 10847, + "IoU": 0.7959254397479654, + "TN": 430471, + "TP": 75792, + "n_pred": 86639, + "n_ref": 84378 + }, + "7": { + "Dice": 0.9354126849011452, + "FN": 15592, + "FP": 4515, + "IoU": 0.8786622493377024, + "TN": 359985, + "TP": 145604, + "n_pred": 150119, + "n_ref": 161196 + }, + "8": { + "Dice": 0.3864734299516908, + "FN": 127, + "FP": 0, + "IoU": 0.23952095808383234, + "TN": 525529, + "TP": 40, + "n_pred": 40, + "n_ref": 167 + }, + "9": { + "Dice": 0.44508255563531945, + "FN": 407, + "FP": 366, + "IoU": 0.28624192059095105, + "TN": 524613, + "TP": 310, + "n_pred": 676, + "n_ref": 717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0050.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0050.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.02256758521614209, + "FN": 227, + "FP": 37194, + "IoU": 0.0114125696774364, + "TN": 2240163, + "TP": 432, + "n_pred": 37626, + "n_ref": 659 + }, + "10": { + "Dice": 0.34093249007206944, + "FN": 2748, + "FP": 6214, + "IoU": 0.20549645390070923, + "TN": 2266736, + "TP": 2318, + "n_pred": 8532, + "n_ref": 5066 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5671992481203008, + "FN": 518, + "FP": 1324, + "IoU": 0.3958674975401771, + "TN": 2274967, + "TP": 1207, + "n_pred": 2531, + "n_ref": 1725 + }, + "13": { + "Dice": 0.6153383458646616, + "FN": 212, + "FP": 1067, + "IoU": 0.44439617723718505, + "TN": 2275714, + "TP": 1023, + "n_pred": 2090, + "n_ref": 1235 + }, + "14": { + "Dice": 0.0009217922533302004, + "FN": 1230, + "FP": 219874, + "IoU": 0.00046110864985579055, + "TN": 2056810, + "TP": 102, + "n_pred": 219976, + "n_ref": 1332 + }, + "15": { + "Dice": 0.06104951958610495, + "FN": 367, + "FP": 12337, + "IoU": 0.031485858046809485, + "TN": 2264899, + "TP": 413, + "n_pred": 12750, + "n_ref": 780 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9216207240119562, + "FN": 327, + "FP": 145, + "IoU": 0.854635047736372, + "TN": 2274769, + "TP": 2775, + "n_pred": 2920, + "n_ref": 3102 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 4823, + "IoU": 0.0, + "TN": 2273193, + "TP": 0, + "n_pred": 4823, + "n_ref": 0 + }, + "5": { + "Dice": 0.6341419505828345, + "FN": 6583, + "FP": 1546, + "IoU": 0.4642810069856333, + "TN": 2262842, + "TP": 7045, + "n_pred": 8591, + "n_ref": 13628 + }, + "6": { + "Dice": 0.5196273034307045, + "FN": 1349, + "FP": 193225, + "IoU": 0.3510111370163203, + "TN": 1978205, + "TP": 105237, + "n_pred": 298462, + "n_ref": 106586 + }, + "7": { + "Dice": 0.7198680409331127, + "FN": 4690, + "FP": 56109, + "IoU": 0.562338933759484, + "TN": 2139098, + "TP": 78119, + "n_pred": 134228, + "n_ref": 82809 + }, + "8": { + "Dice": 0.8928475344940237, + "FN": 2971, + "FP": 8181, + "IoU": 0.8064359357100704, + "TN": 2220402, + "TP": 46462, + "n_pred": 54643, + "n_ref": 49433 + }, + "9": { + "Dice": 0.838761644603208, + "FN": 1640, + "FP": 2964, + "IoU": 0.7222992942879547, + "TN": 2261437, + "TP": 11975, + "n_pred": 14939, + "n_ref": 13615 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0052.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0052.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 22, + "IoU": 0.0, + "TN": 350442, + "TP": 0, + "n_pred": 22, + "n_ref": 0 + }, + "10": { + "Dice": 0.8135641316685585, + "FN": 231, + "FP": 1083, + "IoU": 0.6857211193494379, + "TN": 346283, + "TP": 2867, + "n_pred": 3950, + "n_ref": 3098 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6858955869627921, + "FN": 102, + "FP": 2076, + "IoU": 0.5219490781387182, + "TN": 345908, + "TP": 2378, + "n_pred": 4454, + "n_ref": 2480 + }, + "7": { + "Dice": 0.987074147054814, + "FN": 3072, + "FP": 1100, + "IoU": 0.9744781853329092, + "TN": 186996, + "TP": 159296, + "n_pred": 160396, + "n_ref": 162368 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0078.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0078.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 2610, + "IoU": 0.0, + "TN": 172622, + "TP": 0, + "n_pred": 2610, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0094.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0094.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8156862745098039, + "FN": 70, + "FP": 24, + "IoU": 0.6887417218543046, + "TN": 525394, + "TP": 208, + "n_pred": 232, + "n_ref": 278 + }, + "10": { + "Dice": 0.8967109651598337, + "FN": 1385, + "FP": 628, + "IoU": 0.8127616035717607, + "TN": 514945, + "TP": 8738, + "n_pred": 9366, + "n_ref": 10123 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7724829157175399, + "FN": 2083, + "FP": 414, + "IoU": 0.6293052256532067, + "TN": 518960, + "TP": 4239, + "n_pred": 4653, + "n_ref": 6322 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 36, + "IoU": 0.0, + "TN": 525660, + "TP": 0, + "n_pred": 36, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.956067615140671, + "FN": 700, + "FP": 2320, + "IoU": 0.9158328920598645, + "TN": 489815, + "TP": 32861, + "n_pred": 35181, + "n_ref": 33561 + }, + "4": { + "Dice": 0.8869321247437143, + "FN": 2749, + "FP": 2490, + "IoU": 0.7968356148446892, + "TN": 499909, + "TP": 20548, + "n_pred": 23038, + "n_ref": 23297 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9605295486407192, + "FN": 1672, + "FP": 3790, + "IoU": 0.9240566168905203, + "TN": 453774, + "TP": 66460, + "n_pred": 70250, + "n_ref": 68132 + }, + "7": { + "Dice": 0.004084874617043005, + "FN": 50, + "FP": 17504, + "IoU": 0.002046617396247868, + "TN": 508106, + "TP": 36, + "n_pred": 17540, + "n_ref": 86 + }, + "8": { + "Dice": 0.7403189066059226, + "FN": 58, + "FP": 170, + "IoU": 0.5877034358047016, + "TN": 525143, + "TP": 325, + "n_pred": 495, + "n_ref": 383 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0105.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0105.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9063681742550295, + "FN": 47, + "FP": 572, + "IoU": 0.8287690179806363, + "TN": 697313, + "TP": 2996, + "n_pred": 3568, + "n_ref": 3043 + }, + "10": { + "Dice": 0.8302098950524738, + "FN": 1172, + "FP": 1546, + "IoU": 0.7097084267862864, + "TN": 691565, + "TP": 6645, + "n_pred": 8191, + "n_ref": 7817 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5764783614139412, + "FN": 2164, + "FP": 400, + "IoU": 0.4049663495010443, + "TN": 696619, + "TP": 1745, + "n_pred": 2145, + "n_ref": 3909 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 12, + "IoU": 0.0, + "TN": 700916, + "TP": 0, + "n_pred": 12, + "n_ref": 0 + }, + "14": { + "Dice": 0.08406937012442782, + "FN": 6599, + "FP": 107057, + "IoU": 0.04387913049330372, + "TN": 582056, + "TP": 5216, + "n_pred": 112273, + "n_ref": 11815 + }, + "15": { + "Dice": 0.7288827440911185, + "FN": 51, + "FP": 8185, + "IoU": 0.5734189672139638, + "TN": 681621, + "TP": 11071, + "n_pred": 19256, + "n_ref": 11122 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9447708578143361, + "FN": 724, + "FP": 639, + "IoU": 0.8953229398663697, + "TN": 687907, + "TP": 11658, + "n_pred": 12297, + "n_ref": 12382 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8170383076043454, + "FN": 592, + "FP": 48, + "IoU": 0.6906718221362977, + "TN": 698859, + "TP": 1429, + "n_pred": 1477, + "n_ref": 2021 + }, + "7": { + "Dice": 0.9367497034400949, + "FN": 992, + "FP": 341, + "IoU": 0.8810246340592646, + "TN": 689724, + "TP": 9871, + "n_pred": 10212, + "n_ref": 10863 + }, + "8": { + "Dice": 0.8874858223062382, + "FN": 11, + "FP": 2965, + "IoU": 0.7977298987290151, + "TN": 686215, + "TP": 11737, + "n_pred": 14702, + "n_ref": 11748 + }, + "9": { + "Dice": 0.7251264755480608, + "FN": 134, + "FP": 518, + "IoU": 0.5687830687830688, + "TN": 699416, + "TP": 860, + "n_pred": 1378, + "n_ref": 994 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0109.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0109.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8791623823459622, + "FN": 20068, + "FP": 16598, + "IoU": 0.7843797964116226, + "TN": 881343, + "TP": 133383, + "n_pred": 149981, + "n_ref": 153451 + }, + "10": { + "Dice": 0.03489439853076217, + "FN": 68, + "FP": 4136, + "IoU": 0.017757009345794394, + "TN": 1047112, + "TP": 76, + "n_pred": 4212, + "n_ref": 144 + }, + "11": { + "Dice": 0.0, + "FN": 15, + "FP": 0, + "IoU": 0.0, + "TN": 1051377, + "TP": 0, + "n_pred": 0, + "n_ref": 15 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 9, + "IoU": 0.0, + "TN": 1051383, + "TP": 0, + "n_pred": 9, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.053896576839038604, + "FN": 319, + "FP": 980, + "IoU": 0.027694610778443114, + "TN": 1050056, + "TP": 37, + "n_pred": 1017, + "n_ref": 356 + }, + "15": { + "Dice": 0.4832145781432379, + "FN": 18099, + "FP": 41229, + "IoU": 0.31857807385286857, + "TN": 964327, + "TP": 27737, + "n_pred": 68966, + "n_ref": 45836 + }, + "2": { + "Dice": 0.7346205657835654, + "FN": 325, + "FP": 266, + "IoU": 0.5805535841022001, + "TN": 1049983, + "TP": 818, + "n_pred": 1084, + "n_ref": 1143 + }, + "3": { + "Dice": 0.9514542065796888, + "FN": 818, + "FP": 3662, + "IoU": 0.9074035798437435, + "TN": 1003010, + "TP": 43902, + "n_pred": 47564, + "n_ref": 44720 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.13491567770143661, + "FN": 4793, + "FP": 747, + "IoU": 0.072337575351641, + "TN": 1045420, + "TP": 432, + "n_pred": 1179, + "n_ref": 5225 + }, + "6": { + "Dice": 0.953087513563557, + "FN": 4316, + "FP": 14534, + "IoU": 0.9103793544460873, + "TN": 841061, + "TP": 191481, + "n_pred": 206015, + "n_ref": 195797 + }, + "7": { + "Dice": 0.6408325415601227, + "FN": 51339, + "FP": 4986, + "IoU": 0.47148902630122075, + "TN": 944819, + "TP": 50248, + "n_pred": 55234, + "n_ref": 101587 + }, + "8": { + "Dice": 0.9410315305909376, + "FN": 702, + "FP": 2122, + "IoU": 0.8886303584808929, + "TN": 1026035, + "TP": 22533, + "n_pred": 24655, + "n_ref": 23235 + }, + "9": { + "Dice": 0.90466588700246, + "FN": 400, + "FP": 4328, + "IoU": 0.8259268804535915, + "TN": 1024231, + "TP": 22433, + "n_pred": 26761, + "n_ref": 22833 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0138.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0138.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 43, + "IoU": 0.0, + "TN": 525653, + "TP": 0, + "n_pred": 43, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.6359530261969286, + "FN": 4, + "FP": 399, + "IoU": 0.46622516556291393, + "TN": 524941, + "TP": 352, + "n_pred": 751, + "n_ref": 356 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9747369878183831, + "FN": 2694, + "FP": 226, + "IoU": 0.9507189630729764, + "TN": 466444, + "TP": 56332, + "n_pred": 56558, + "n_ref": 59026 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0142.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0142.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8794070795474377, + "FN": 4097, + "FP": 28380, + "IoU": 0.7847694407995016, + "TN": 1951890, + "TP": 118417, + "n_pred": 146797, + "n_ref": 122514 + }, + "10": { + "Dice": 0.8113167411189108, + "FN": 1251, + "FP": 3184, + "IoU": 0.6825340014316392, + "TN": 2088814, + "TP": 9535, + "n_pred": 12719, + "n_ref": 10786 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.816700440053238, + "FN": 13332, + "FP": 1955, + "IoU": 0.6901890845712665, + "TN": 2053441, + "TP": 34056, + "n_pred": 36011, + "n_ref": 47388 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 1634, + "IoU": 0.0, + "TN": 2101150, + "TP": 0, + "n_pred": 1634, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9128801221087237, + "FN": 428, + "FP": 1056, + "IoU": 0.8397235122583432, + "TN": 2093525, + "TP": 7775, + "n_pred": 8831, + "n_ref": 8203 + }, + "5": { + "Dice": 0.7865790976584809, + "FN": 5927, + "FP": 1547, + "IoU": 0.6482326916741187, + "TN": 2081537, + "TP": 13773, + "n_pred": 15320, + "n_ref": 19700 + }, + "6": { + "Dice": 0.9067805032099343, + "FN": 17389, + "FP": 24822, + "IoU": 0.8294587737160218, + "TN": 1855272, + "TP": 205301, + "n_pred": 230123, + "n_ref": 222690 + }, + "7": { + "Dice": 0.7269749933128478, + "FN": 199, + "FP": 41650, + "IoU": 0.5710610471075397, + "TN": 2005220, + "TP": 55715, + "n_pred": 97365, + "n_ref": 55914 + }, + "8": { + "Dice": 0.6857510453522033, + "FN": 290, + "FP": 4595, + "IoU": 0.521781693587861, + "TN": 2092569, + "TP": 5330, + "n_pred": 9925, + "n_ref": 5620 + }, + "9": { + "Dice": 0.89439285386842, + "FN": 4829, + "FP": 3234, + "IoU": 0.8089608112590627, + "TN": 2060578, + "TP": 34143, + "n_pred": 37377, + "n_ref": 38972 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0153.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0153.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9744973232727733, + "FN": 220, + "FP": 990, + "IoU": 0.9502630713581058, + "TN": 851832, + "TP": 23118, + "n_pred": 24108, + "n_ref": 23338 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 569, + "IoU": 0.0, + "TN": 875591, + "TP": 0, + "n_pred": 569, + "n_ref": 0 + }, + "11": { + "Dice": 0.704941513487706, + "FN": 376, + "FP": 2096, + "IoU": 0.544331797235023, + "TN": 870735, + "TP": 2953, + "n_pred": 5049, + "n_ref": 3329 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.6492494774843245, + "FN": 3655, + "FP": 37, + "IoU": 0.4806583204388803, + "TN": 869051, + "TP": 3417, + "n_pred": 3454, + "n_ref": 7072 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 18674, + "IoU": 0.0, + "TN": 857486, + "TP": 0, + "n_pred": 18674, + "n_ref": 0 + }, + "2": { + "Dice": 0.9260676238056961, + "FN": 12777, + "FP": 1755, + "IoU": 0.8623146525178834, + "TN": 770615, + "TP": 91013, + "n_pred": 92768, + "n_ref": 103790 + }, + "3": { + "Dice": 0.867999518246417, + "FN": 8185, + "FP": 7159, + "IoU": 0.766783700393659, + "TN": 810367, + "TP": 50449, + "n_pred": 57608, + "n_ref": 58634 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9575111787651033, + "FN": 5308, + "FP": 1391, + "IoU": 0.9184857998101774, + "TN": 793978, + "TP": 75483, + "n_pred": 76874, + "n_ref": 80791 + }, + "7": { + "Dice": 0.9256511228352922, + "FN": 3175, + "FP": 6605, + "IoU": 0.8615926748843068, + "TN": 805499, + "TP": 60881, + "n_pred": 67486, + "n_ref": 64056 + }, + "8": { + "Dice": 0.9273422562141491, + "FN": 74, + "FP": 78, + "IoU": 0.8645276292335116, + "TN": 875038, + "TP": 970, + "n_pred": 1048, + "n_ref": 1044 + }, + "9": { + "Dice": 0.9191690273843248, + "FN": 81, + "FP": 1631, + "IoU": 0.8504280971518434, + "TN": 864714, + "TP": 9734, + "n_pred": 11365, + "n_ref": 9815 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0158.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0158.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8977024070021882, + "FN": 322, + "FP": 52, + "IoU": 0.8143920595533499, + "TN": 348449, + "TP": 1641, + "n_pred": 1693, + "n_ref": 1963 + }, + "11": { + "Dice": 0.7795846079536306, + "FN": 331, + "FP": 1038, + "IoU": 0.6387862796833773, + "TN": 346674, + "TP": 2421, + "n_pred": 3459, + "n_ref": 2752 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8217348238290647, + "FN": 3987, + "FP": 2312, + "IoU": 0.6974107700437143, + "TN": 329647, + "TP": 14518, + "n_pred": 16830, + "n_ref": 18505 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9696455413858314, + "FN": 959, + "FP": 293, + "IoU": 0.9410795802155395, + "TN": 329215, + "TP": 19997, + "n_pred": 20290, + "n_ref": 20956 + }, + "3": { + "Dice": 0.5454545454545454, + "FN": 0, + "FP": 5, + "IoU": 0.375, + "TN": 350456, + "TP": 3, + "n_pred": 8, + "n_ref": 3 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9719811421836494, + "FN": 764, + "FP": 2374, + "IoU": 0.9454896034186252, + "TN": 292897, + "TP": 54429, + "n_pred": 56803, + "n_ref": 55193 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9714465014119862, + "FN": 196, + "FP": 714, + "IoU": 0.9444783404514948, + "TN": 334074, + "TP": 15480, + "n_pred": 16194, + "n_ref": 15676 + }, + "9": { + "Dice": 0.9484566533746862, + "FN": 1575, + "FP": 868, + "IoU": 0.9019662921348315, + "TN": 325544, + "TP": 22477, + "n_pred": 23345, + "n_ref": 24052 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0170.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0170.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 45464, + "IoU": 0.0, + "TN": 2057320, + "TP": 0, + "n_pred": 45464, + "n_ref": 0 + }, + "10": { + "Dice": 0.5653588516746412, + "FN": 737, + "FP": 8347, + "IoU": 0.39407684098185697, + "TN": 2087792, + "TP": 5908, + "n_pred": 14255, + "n_ref": 6645 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8113207547169812, + "FN": 42, + "FP": 58, + "IoU": 0.6825396825396826, + "TN": 2102469, + "TP": 215, + "n_pred": 273, + "n_ref": 257 + }, + "13": { + "Dice": 0.7820835101694362, + "FN": 8738, + "FP": 4612, + "IoU": 0.6421487160242321, + "TN": 2065478, + "TP": 23956, + "n_pred": 28568, + "n_ref": 32694 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 3610, + "IoU": 0.0, + "TN": 2099174, + "TP": 0, + "n_pred": 3610, + "n_ref": 0 + }, + "15": { + "Dice": 0.04090229162927063, + "FN": 1356, + "FP": 78791, + "IoU": 0.02087812744331509, + "TN": 2020928, + "TP": 1709, + "n_pred": 80500, + "n_ref": 3065 + }, + "2": { + "Dice": 0.7377049180327869, + "FN": 2, + "FP": 30, + "IoU": 0.5844155844155844, + "TN": 2102707, + "TP": 45, + "n_pred": 75, + "n_ref": 47 + }, + "3": { + "Dice": 0.9629430339417454, + "FN": 434, + "FP": 2183, + "IoU": 0.9285343674048991, + "TN": 2066165, + "TP": 34002, + "n_pred": 36185, + "n_ref": 34436 + }, + "4": { + "Dice": 0.2565549890750182, + "FN": 10107, + "FP": 6225, + "IoU": 0.14715404699738904, + "TN": 2083634, + "TP": 2818, + "n_pred": 9043, + "n_ref": 12925 + }, + "5": { + "Dice": 0.6703863690904728, + "FN": 2020, + "FP": 3474, + "IoU": 0.5041963721685768, + "TN": 2091703, + "TP": 5587, + "n_pred": 9061, + "n_ref": 7607 + }, + "6": { + "Dice": 0.8262546634909259, + "FN": 13484, + "FP": 35974, + "IoU": 0.7039471321337499, + "TN": 1935726, + "TP": 117600, + "n_pred": 153574, + "n_ref": 131084 + }, + "7": { + "Dice": 0.7564651891162972, + "FN": 7039, + "FP": 48946, + "IoU": 0.6083184664357925, + "TN": 1959849, + "TP": 86950, + "n_pred": 135896, + "n_ref": 93989 + }, + "8": { + "Dice": 0.9697221697221697, + "FN": 416, + "FP": 1186, + "IoU": 0.9412239506897564, + "TN": 2075528, + "TP": 25654, + "n_pred": 26840, + "n_ref": 26070 + }, + "9": { + "Dice": 0.7416814017039062, + "FN": 260, + "FP": 4561, + "IoU": 0.5894225855901891, + "TN": 2091042, + "TP": 6921, + "n_pred": 11482, + "n_ref": 7181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0171.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0171.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7529730224403589, + "FN": 51275, + "FP": 12, + "IoU": 0.6038145412971604, + "TN": 3199956, + "TP": 78165, + "n_pred": 78177, + "n_ref": 129440 + }, + "10": { + "Dice": 0.7844245868468696, + "FN": 2398, + "FP": 19869, + "IoU": 0.6453113302218895, + "TN": 3266629, + "TP": 40512, + "n_pred": 60381, + "n_ref": 42910 + }, + "11": { + "Dice": 0.2095427435387674, + "FN": 1748, + "FP": 2228, + "IoU": 0.11703308905174328, + "TN": 3324905, + "TP": 527, + "n_pred": 2755, + "n_ref": 2275 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 383, + "IoU": 0.0, + "TN": 3329025, + "TP": 0, + "n_pred": 383, + "n_ref": 0 + }, + "13": { + "Dice": 0.5677315002021835, + "FN": 16039, + "FP": 3203, + "IoU": 0.396386222473179, + "TN": 3297530, + "TP": 12636, + "n_pred": 15839, + "n_ref": 28675 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 501, + "IoU": 0.0, + "TN": 3328907, + "TP": 0, + "n_pred": 501, + "n_ref": 0 + }, + "2": { + "Dice": 0.7646424313532539, + "FN": 40551, + "FP": 58945, + "IoU": 0.6189644607843138, + "TN": 3068288, + "TP": 161624, + "n_pred": 220569, + "n_ref": 202175 + }, + "3": { + "Dice": 0.541889040585826, + "FN": 54604, + "FP": 4452, + "IoU": 0.37163772557030983, + "TN": 3235424, + "TP": 34928, + "n_pred": 39380, + "n_ref": 89532 + }, + "4": { + "Dice": 0.3826396665993501, + "FN": 511, + "FP": 33116, + "IoU": 0.23658281874318926, + "TN": 3285360, + "TP": 10421, + "n_pred": 43537, + "n_ref": 10932 + }, + "5": { + "Dice": 0.6780128794848206, + "FN": 9957, + "FP": 543, + "IoU": 0.5128740431454419, + "TN": 3307853, + "TP": 11055, + "n_pred": 11598, + "n_ref": 21012 + }, + "6": { + "Dice": 0.8633589813763077, + "FN": 281162, + "FP": 57350, + "IoU": 0.759570495196197, + "TN": 1921461, + "TP": 1069435, + "n_pred": 1126785, + "n_ref": 1350597 + }, + "7": { + "Dice": 0.5591856108423636, + "FN": 30346, + "FP": 13303, + "IoU": 0.38810384949673365, + "TN": 3258074, + "TP": 27685, + "n_pred": 40988, + "n_ref": 58031 + }, + "8": { + "Dice": 0.9377821731091714, + "FN": 2758, + "FP": 1583, + "IoU": 0.8828529792746114, + "TN": 3292352, + "TP": 32715, + "n_pred": 34298, + "n_ref": 35473 + }, + "9": { + "Dice": 0.758460834250431, + "FN": 5260, + "FP": 19541, + "IoU": 0.6109036711641042, + "TN": 3265668, + "TP": 38939, + "n_pred": 58480, + "n_ref": 44199 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0173.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0173.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.650865998176846, + "FN": 101, + "FP": 282, + "IoU": 0.48243243243243245, + "TN": 875420, + "TP": 357, + "n_pred": 639, + "n_ref": 458 + }, + "11": { + "Dice": 0.49162011173184356, + "FN": 10, + "FP": 81, + "IoU": 0.32592592592592595, + "TN": 876025, + "TP": 44, + "n_pred": 125, + "n_ref": 54 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.26746506986027946, + "FN": 367, + "FP": 0, + "IoU": 0.1543778801843318, + "TN": 875726, + "TP": 67, + "n_pred": 67, + "n_ref": 434 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9337450870297586, + "FN": 165, + "FP": 71, + "IoU": 0.875724065297525, + "TN": 874261, + "TP": 1663, + "n_pred": 1734, + "n_ref": 1828 + }, + "4": { + "Dice": 0.8957185502774828, + "FN": 9781, + "FP": 629, + "IoU": 0.811132479407816, + "TN": 821042, + "TP": 44708, + "n_pred": 45337, + "n_ref": 54489 + }, + "5": { + "Dice": 0.7289321569820505, + "FN": 752, + "FP": 139, + "IoU": 0.5734801340354236, + "TN": 874071, + "TP": 1198, + "n_pred": 1337, + "n_ref": 1950 + }, + "6": { + "Dice": 0.9177126319738464, + "FN": 8021, + "FP": 7333, + "IoU": 0.847938042229529, + "TN": 775188, + "TP": 85618, + "n_pred": 92951, + "n_ref": 93639 + }, + "7": { + "Dice": 0.7612493382742191, + "FN": 104, + "FP": 798, + "IoU": 0.6145299145299146, + "TN": 873820, + "TP": 1438, + "n_pred": 2236, + "n_ref": 1542 + }, + "8": { + "Dice": 0.9671989979646156, + "FN": 170, + "FP": 668, + "IoU": 0.9364814674448572, + "TN": 862967, + "TP": 12355, + "n_pred": 13023, + "n_ref": 12525 + }, + "9": { + "Dice": 0.836976694211647, + "FN": 4708, + "FP": 3637, + "IoU": 0.7196559948936742, + "TN": 846393, + "TP": 21422, + "n_pred": 25059, + "n_ref": 26130 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0180.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0180.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8210409657629131, + "FN": 45046, + "FP": 168, + "IoU": 0.6964117852442726, + "TN": 376764, + "TP": 103718, + "n_pred": 103886, + "n_ref": 148764 + }, + "10": { + "Dice": 0.8484266666666667, + "FN": 1313, + "FP": 2950, + "IoU": 0.736754353464246, + "TN": 509502, + "TP": 11931, + "n_pred": 14881, + "n_ref": 13244 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6631657914478619, + "FN": 8402, + "FP": 1027, + "IoU": 0.49607182940516276, + "TN": 506985, + "TP": 9282, + "n_pred": 10309, + "n_ref": 17684 + }, + "14": { + "Dice": 0.3949579831932773, + "FN": 136, + "FP": 1736, + "IoU": 0.24607329842931938, + "TN": 523213, + "TP": 611, + "n_pred": 2347, + "n_ref": 747 + }, + "15": { + "Dice": 0.7003393142773008, + "FN": 5803, + "FP": 38972, + "IoU": 0.538863198657013, + "TN": 428599, + "TP": 52322, + "n_pred": 91294, + "n_ref": 58125 + }, + "2": { + "Dice": 0.9453376205787781, + "FN": 680, + "FP": 663, + "IoU": 0.8963414634146342, + "TN": 512740, + "TP": 11613, + "n_pred": 12276, + "n_ref": 12293 + }, + "3": { + "Dice": 0.9025069637883009, + "FN": 29, + "FP": 6, + "IoU": 0.8223350253807107, + "TN": 525499, + "TP": 162, + "n_pred": 168, + "n_ref": 191 + }, + "4": { + "Dice": 0.0, + "FN": 97, + "FP": 0, + "IoU": 0.0, + "TN": 525599, + "TP": 0, + "n_pred": 0, + "n_ref": 97 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 42035, + "IoU": 0.0, + "TN": 483661, + "TP": 0, + "n_pred": 42035, + "n_ref": 0 + }, + "7": { + "Dice": 0.7514940615780317, + "FN": 3113, + "FP": 172, + "IoU": 0.6019146873485216, + "TN": 517444, + "TP": 4967, + "n_pred": 5139, + "n_ref": 8080 + }, + "8": { + "Dice": 0.7289719626168224, + "FN": 20, + "FP": 9, + "IoU": 0.5735294117647058, + "TN": 525628, + "TP": 39, + "n_pred": 48, + "n_ref": 59 + }, + "9": { + "Dice": 0.6877164720096657, + "FN": 448, + "FP": 3429, + "IoU": 0.5240608887797692, + "TN": 517550, + "TP": 4269, + "n_pred": 7698, + "n_ref": 4717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0185.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0185.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9215189873417722, + "FN": 48, + "FP": 355, + "IoU": 0.8544600938967136, + "TN": 698159, + "TP": 2366, + "n_pred": 2721, + "n_ref": 2414 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5872172460907849, + "FN": 3045, + "FP": 2393, + "IoU": 0.415645819901139, + "TN": 691622, + "TP": 3868, + "n_pred": 6261, + "n_ref": 6913 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9584850827597128, + "FN": 952, + "FP": 3505, + "IoU": 0.9202797452958432, + "TN": 645020, + "TP": 51451, + "n_pred": 54956, + "n_ref": 52403 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 37, + "IoU": 0.0, + "TN": 700891, + "TP": 0, + "n_pred": 37, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9586397571450198, + "FN": 3267, + "FP": 1924, + "IoU": 0.9205649665641402, + "TN": 635579, + "TP": 60158, + "n_pred": 62082, + "n_ref": 63425 + }, + "7": { + "Dice": 0.7781582912719571, + "FN": 41250, + "FP": 856, + "IoU": 0.636873242837677, + "TN": 584974, + "TP": 73848, + "n_pred": 74704, + "n_ref": 115098 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0230.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0230.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 150, + "IoU": 0.0, + "TN": 1051242, + "TP": 0, + "n_pred": 150, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 4, + "FP": 192, + "IoU": 0.0, + "TN": 1051196, + "TP": 0, + "n_pred": 192, + "n_ref": 4 + }, + "14": { + "Dice": 0.9580795795529199, + "FN": 9292, + "FP": 152, + "IoU": 0.919532394942231, + "TN": 934028, + "TP": 107920, + "n_pred": 108072, + "n_ref": 117212 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9405818877202567, + "FN": 158, + "FP": 277, + "IoU": 0.8878287777204745, + "TN": 1047514, + "TP": 3443, + "n_pred": 3720, + "n_ref": 3601 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 1051387, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "4": { + "Dice": 0.9445237833681204, + "FN": 214, + "FP": 291, + "IoU": 0.894879267277269, + "TN": 1046588, + "TP": 4299, + "n_pred": 4590, + "n_ref": 4513 + }, + "5": { + "Dice": 0.7962347729789591, + "FN": 357, + "FP": 747, + "IoU": 0.6614535418583257, + "TN": 1048131, + "TP": 2157, + "n_pred": 2904, + "n_ref": 2514 + }, + "6": { + "Dice": 0.9851778790867647, + "FN": 916, + "FP": 2345, + "IoU": 0.9707887311327092, + "TN": 939757, + "TP": 108374, + "n_pred": 110719, + "n_ref": 109290 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9356020599182734, + "FN": 2647, + "FP": 6194, + "IoU": 0.8789964962224899, + "TN": 978328, + "TP": 64223, + "n_pred": 70417, + "n_ref": 66870 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0274.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0274.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9510893636766288, + "FN": 2062, + "FP": 2576, + "IoU": 0.906740127081155, + "TN": 651196, + "TP": 45094, + "n_pred": 47670, + "n_ref": 47156 + }, + "10": { + "Dice": 0.7813297468790951, + "FN": 4953, + "FP": 7729, + "IoU": 0.6411330258354793, + "TN": 665589, + "TP": 22657, + "n_pred": 30386, + "n_ref": 27610 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7909741110103757, + "FN": 1221, + "FP": 854, + "IoU": 0.6542242959506749, + "TN": 694927, + "TP": 3926, + "n_pred": 4780, + "n_ref": 5147 + }, + "13": { + "Dice": 0.8014419008473366, + "FN": 13699, + "FP": 4368, + "IoU": 0.6686717159676503, + "TN": 646399, + "TP": 36462, + "n_pred": 40830, + "n_ref": 50161 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.881175517760037, + "FN": 944, + "FP": 83, + "IoU": 0.7875904860392968, + "TN": 696093, + "TP": 3808, + "n_pred": 3891, + "n_ref": 4752 + }, + "3": { + "Dice": 0.9475640154090188, + "FN": 357, + "FP": 800, + "IoU": 0.9003531134269227, + "TN": 689317, + "TP": 10454, + "n_pred": 11254, + "n_ref": 10811 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2773, + "IoU": 0.0, + "TN": 698155, + "TP": 0, + "n_pred": 2773, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8855250709555346, + "FN": 2350, + "FP": 4305, + "IoU": 0.7945670628183361, + "TN": 668533, + "TP": 25740, + "n_pred": 30045, + "n_ref": 28090 + }, + "7": { + "Dice": 0.9377458293774583, + "FN": 2446, + "FP": 1226, + "IoU": 0.8827885597548519, + "TN": 669600, + "TP": 27656, + "n_pred": 28882, + "n_ref": 30102 + }, + "8": { + "Dice": 0.9237160992498558, + "FN": 141, + "FP": 2503, + "IoU": 0.858245764529273, + "TN": 682276, + "TP": 16008, + "n_pred": 18511, + "n_ref": 16149 + }, + "9": { + "Dice": 0.9084392014519056, + "FN": 764, + "FP": 1254, + "IoU": 0.8322387563388478, + "TN": 688899, + "TP": 10011, + "n_pred": 11265, + "n_ref": 10775 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0279.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0279.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9820516847266573, + "FN": 4841, + "FP": 302, + "IoU": 0.9647362935739557, + "TN": 1431244, + "TP": 140701, + "n_pred": 141003, + "n_ref": 145542 + }, + "10": { + "Dice": 0.8421203438395416, + "FN": 1231, + "FP": 2075, + "IoU": 0.7272952239544667, + "TN": 1564965, + "TP": 8817, + "n_pred": 10892, + "n_ref": 10048 + }, + "11": { + "Dice": 0.011944260119442602, + "FN": 1366, + "FP": 123, + "IoU": 0.006008010680907877, + "TN": 1575590, + "TP": 9, + "n_pred": 132, + "n_ref": 1375 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 1577085, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "13": { + "Dice": 0.8024315490433667, + "FN": 15490, + "FP": 3913, + "IoU": 0.6700506751011801, + "TN": 1518282, + "TP": 39403, + "n_pred": 43316, + "n_ref": 54893 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 1577087, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.14004078857919783, + "FN": 12611, + "FP": 39, + "IoU": 0.07529239766081872, + "TN": 1563408, + "TP": 1030, + "n_pred": 1069, + "n_ref": 13641 + }, + "3": { + "Dice": 0.0004970178926441351, + "FN": 0, + "FP": 12066, + "IoU": 0.00024857071836937607, + "TN": 1565019, + "TP": 3, + "n_pred": 12069, + "n_ref": 3 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1596, + "IoU": 0.0, + "TN": 1575492, + "TP": 0, + "n_pred": 1596, + "n_ref": 0 + }, + "5": { + "Dice": 0.34896355733868273, + "FN": 28389, + "FP": 2767, + "IoU": 0.2113602997013112, + "TN": 1537582, + "TP": 8350, + "n_pred": 11117, + "n_ref": 36739 + }, + "6": { + "Dice": 0.9554930961087158, + "FN": 9252, + "FP": 3796, + "IoU": 0.9147791101705985, + "TN": 1423980, + "TP": 140060, + "n_pred": 143856, + "n_ref": 149312 + }, + "7": { + "Dice": 0.5391846422415455, + "FN": 13902, + "FP": 69777, + "IoU": 0.3690984212192952, + "TN": 1444454, + "TP": 48955, + "n_pred": 118732, + "n_ref": 62857 + }, + "8": { + "Dice": 0.9677505279780818, + "FN": 1291, + "FP": 404, + "IoU": 0.9375161278431083, + "TN": 1549961, + "TP": 25432, + "n_pred": 25836, + "n_ref": 26723 + }, + "9": { + "Dice": 0.9195109751073972, + "FN": 10469, + "FP": 473, + "IoU": 0.8510137113135356, + "TN": 1503645, + "TP": 62501, + "n_pred": 62974, + "n_ref": 72970 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0294.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0294.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.5391304347826087, + "FN": 50, + "FP": 3, + "IoU": 0.36904761904761907, + "TN": 525612, + "TP": 31, + "n_pred": 34, + "n_ref": 81 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 462, + "IoU": 0.0, + "TN": 525234, + "TP": 0, + "n_pred": 462, + "n_ref": 0 + }, + "13": { + "Dice": 0.5757420017987922, + "FN": 5941, + "FP": 663, + "IoU": 0.40423996391520073, + "TN": 514611, + "TP": 4481, + "n_pred": 5144, + "n_ref": 10422 + }, + "14": { + "Dice": 0.9092002887623326, + "FN": 1307, + "FP": 957, + "IoU": 0.833517170380175, + "TN": 512097, + "TP": 11335, + "n_pred": 12292, + "n_ref": 12642 + }, + "15": { + "Dice": 0.9161688375281559, + "FN": 1596, + "FP": 1828, + "IoU": 0.8453058642811964, + "TN": 503562, + "TP": 18710, + "n_pred": 20538, + "n_ref": 20306 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.902084152575698, + "FN": 1795, + "FP": 1691, + "IoU": 0.8216332378223495, + "TN": 506152, + "TP": 16058, + "n_pred": 17749, + "n_ref": 17853 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9546541691643506, + "FN": 3247, + "FP": 4242, + "IoU": 0.9132424323165858, + "TN": 439375, + "TP": 78832, + "n_pred": 83074, + "n_ref": 82079 + }, + "7": { + "Dice": 0.0, + "FN": 3031, + "FP": 0, + "IoU": 0.0, + "TN": 522665, + "TP": 0, + "n_pred": 0, + "n_ref": 3031 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 132, + "IoU": 0.0, + "TN": 525564, + "TP": 0, + "n_pred": 132, + "n_ref": 0 + }, + "9": { + "Dice": 0.88777293542464, + "FN": 2864, + "FP": 2209, + "IoU": 0.7981939692895218, + "TN": 500558, + "TP": 20065, + "n_pred": 22274, + "n_ref": 22929 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0299.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0299.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8850089610915187, + "FN": 431, + "FP": 1558, + "IoU": 0.793736389090532, + "TN": 691285, + "TP": 7654, + "n_pred": 9212, + "n_ref": 8085 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8538525306387651, + "FN": 2181, + "FP": 4342, + "IoU": 0.7449761513800923, + "TN": 675350, + "TP": 19055, + "n_pred": 23397, + "n_ref": 21236 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9680262496108064, + "FN": 456, + "FP": 879, + "IoU": 0.9380337913108058, + "TN": 679384, + "TP": 20209, + "n_pred": 21088, + "n_ref": 20665 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.6109681251237379, + "FN": 1296, + "FP": 8529, + "IoU": 0.43985176738882553, + "TN": 683388, + "TP": 7715, + "n_pred": 16244, + "n_ref": 9011 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9581090214724941, + "FN": 1643, + "FP": 7220, + "IoU": 0.9195866373913517, + "TN": 590710, + "TP": 101355, + "n_pred": 108575, + "n_ref": 102998 + }, + "7": { + "Dice": 0.9489592058413517, + "FN": 16804, + "FP": 441, + "IoU": 0.902875712451283, + "TN": 523372, + "TP": 160311, + "n_pred": 160752, + "n_ref": 177115 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 70, + "IoU": 0.0, + "TN": 700858, + "TP": 0, + "n_pred": 70, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0336.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0336.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7780197840094383, + "FN": 9146, + "FP": 638, + "IoU": 0.6366877088748607, + "TN": 3828174, + "TP": 17146, + "n_pred": 17784, + "n_ref": 26292 + }, + "10": { + "Dice": 0.41509967481973703, + "FN": 493, + "FP": 3644, + "IoU": 0.26190900981266724, + "TN": 3849499, + "TP": 1468, + "n_pred": 5112, + "n_ref": 1961 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3855104, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.24760832864378166, + "FN": 749, + "FP": 588, + "IoU": 0.14129736673089274, + "TN": 3853547, + "TP": 220, + "n_pred": 808, + "n_ref": 969 + }, + "13": { + "Dice": 0.37314628390812066, + "FN": 2471, + "FP": 26484, + "IoU": 0.22936683256593832, + "TN": 3817531, + "TP": 8618, + "n_pred": 35102, + "n_ref": 11089 + }, + "14": { + "Dice": 0.0005229911826955293, + "FN": 11590, + "FP": 110719, + "IoU": 0.00026156398917778995, + "TN": 3732763, + "TP": 32, + "n_pred": 110751, + "n_ref": 11622 + }, + "15": { + "Dice": 0.46714793327435616, + "FN": 10368, + "FP": 98653, + "IoU": 0.3047573496588228, + "TN": 3698294, + "TP": 47789, + "n_pred": 146442, + "n_ref": 58157 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 2265, + "IoU": 0.0, + "TN": 3852839, + "TP": 0, + "n_pred": 2265, + "n_ref": 0 + }, + "3": { + "Dice": 0.9669542518588554, + "FN": 4276, + "FP": 2155, + "IoU": 0.9360226820533227, + "TN": 3754584, + "TP": 94089, + "n_pred": 96244, + "n_ref": 98365 + }, + "4": { + "Dice": 0.8773816291724194, + "FN": 2047, + "FP": 5502, + "IoU": 0.7815493243047719, + "TN": 3820547, + "TP": 27008, + "n_pred": 32510, + "n_ref": 29055 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 71, + "IoU": 0.0, + "TN": 3855033, + "TP": 0, + "n_pred": 71, + "n_ref": 0 + }, + "6": { + "Dice": 0.3832362348343251, + "FN": 4981, + "FP": 705801, + "IoU": 0.23703910434623932, + "TN": 2923494, + "TP": 220828, + "n_pred": 926629, + "n_ref": 225809 + }, + "7": { + "Dice": 0.947087515445815, + "FN": 15836, + "FP": 8572, + "IoU": 0.8994931006510218, + "TN": 3612255, + "TP": 218441, + "n_pred": 227013, + "n_ref": 234277 + }, + "8": { + "Dice": 0.9670873368707873, + "FN": 93, + "FP": 825, + "IoU": 0.9362721277334259, + "TN": 3840699, + "TP": 13487, + "n_pred": 14312, + "n_ref": 13580 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3855104, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0350.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0350.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7820757614196253, + "FN": 12024, + "FP": 4297, + "IoU": 0.6421382682482952, + "TN": 1531481, + "TP": 29286, + "n_pred": 33583, + "n_ref": 41310 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7699930775676759, + "FN": 6109, + "FP": 204, + "IoU": 0.6260071090047393, + "TN": 1560208, + "TP": 10567, + "n_pred": 10771, + "n_ref": 16676 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 68122, + "IoU": 0.0, + "TN": 1508966, + "TP": 0, + "n_pred": 68122, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.26706313532950693, + "FN": 310, + "FP": 10289, + "IoU": 0.15411013567438148, + "TN": 1564558, + "TP": 1931, + "n_pred": 12220, + "n_ref": 2241 + }, + "7": { + "Dice": 0.9547456910275479, + "FN": 26161, + "FP": 2408, + "IoU": 0.9134099547182164, + "TN": 1247154, + "TP": 301365, + "n_pred": 303773, + "n_ref": 327526 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.783625730994152, + "FN": 91, + "FP": 20, + "IoU": 0.6442307692307693, + "TN": 1576776, + "TP": 201, + "n_pred": 221, + "n_ref": 292 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0379.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0379.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8790082326937245, + "FN": 3228, + "FP": 549, + "IoU": 0.7841344230439504, + "TN": 858663, + "TP": 13720, + "n_pred": 14269, + "n_ref": 16948 + }, + "10": { + "Dice": 0.8511321558475604, + "FN": 2336, + "FP": 2207, + "IoU": 0.740844266970907, + "TN": 858630, + "TP": 12987, + "n_pred": 15194, + "n_ref": 15323 + }, + "11": { + "Dice": 0.7528764382191095, + "FN": 500, + "FP": 1476, + "IoU": 0.6036903329322102, + "TN": 871174, + "TP": 3010, + "n_pred": 4486, + "n_ref": 3510 + }, + "12": { + "Dice": 0.6326557725521456, + "FN": 1145, + "FP": 1620, + "IoU": 0.4626894675476098, + "TN": 871014, + "TP": 2381, + "n_pred": 4001, + "n_ref": 3526 + }, + "13": { + "Dice": 0.9046406162639001, + "FN": 1196, + "FP": 339, + "IoU": 0.8258847549909256, + "TN": 867344, + "TP": 7281, + "n_pred": 7620, + "n_ref": 8477 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9579685913593405, + "FN": 6062, + "FP": 2259, + "IoU": 0.9193279429158668, + "TN": 773014, + "TP": 94825, + "n_pred": 97084, + "n_ref": 100887 + }, + "3": { + "Dice": 0.8920314160121664, + "FN": 6464, + "FP": 19449, + "IoU": 0.8051053332230237, + "TN": 743201, + "TP": 107046, + "n_pred": 126495, + "n_ref": 113510 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 263, + "IoU": 0.0, + "TN": 875897, + "TP": 0, + "n_pred": 263, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9616776893586474, + "FN": 1710, + "FP": 799, + "IoU": 0.9261841718152398, + "TN": 842170, + "TP": 31481, + "n_pred": 32280, + "n_ref": 33191 + }, + "7": { + "Dice": 0.9409045889732585, + "FN": 147, + "FP": 569, + "IoU": 0.8884039900249376, + "TN": 869744, + "TP": 5700, + "n_pred": 6269, + "n_ref": 5847 + }, + "8": { + "Dice": 0.8799629801018047, + "FN": 221, + "FP": 1076, + "IoU": 0.7856552635927946, + "TN": 870109, + "TP": 4754, + "n_pred": 5830, + "n_ref": 4975 + }, + "9": { + "Dice": 0.94613654946852, + "FN": 1665, + "FP": 443, + "IoU": 0.8977790708951605, + "TN": 855538, + "TP": 18514, + "n_pred": 18957, + "n_ref": 20179 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0383.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0383.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8240963855421687, + "FN": 10, + "FP": 136, + "IoU": 0.7008196721311475, + "TN": 525208, + "TP": 342, + "n_pred": 478, + "n_ref": 352 + }, + "10": { + "Dice": 0.9038986984751888, + "FN": 1649, + "FP": 1622, + "IoU": 0.8246488688753082, + "TN": 507042, + "TP": 15383, + "n_pred": 17005, + "n_ref": 17032 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6211345939933259, + "FN": 1625, + "FP": 78, + "IoU": 0.4504678928686673, + "TN": 522597, + "TP": 1396, + "n_pred": 1474, + "n_ref": 3021 + }, + "13": { + "Dice": 0.7349717701760212, + "FN": 542, + "FP": 2650, + "IoU": 0.5809923864531373, + "TN": 518078, + "TP": 4426, + "n_pred": 7076, + "n_ref": 4968 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9619109544505664, + "FN": 388, + "FP": 725, + "IoU": 0.9266169974286279, + "TN": 510529, + "TP": 14054, + "n_pred": 14779, + "n_ref": 14442 + }, + "3": { + "Dice": 0.9642893686687813, + "FN": 197, + "FP": 152, + "IoU": 0.9310412961865244, + "TN": 520635, + "TP": 4712, + "n_pred": 4864, + "n_ref": 4909 + }, + "4": { + "Dice": 0.36366389099167296, + "FN": 574, + "FP": 3629, + "IoU": 0.22224278312361215, + "TN": 520292, + "TP": 1201, + "n_pred": 4830, + "n_ref": 1775 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9908329363650095, + "FN": 1065, + "FP": 513, + "IoU": 0.9818324161274724, + "TN": 438838, + "TP": 85280, + "n_pred": 85793, + "n_ref": 86345 + }, + "7": { + "Dice": 0.9639305328781357, + "FN": 773, + "FP": 685, + "IoU": 0.9303724928366762, + "TN": 504756, + "TP": 19482, + "n_pred": 20167, + "n_ref": 20255 + }, + "8": { + "Dice": 0.9559703278296243, + "FN": 432, + "FP": 1040, + "IoU": 0.9156543662617465, + "TN": 508244, + "TP": 15980, + "n_pred": 17020, + "n_ref": 16412 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0401.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0401.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 6, + "FP": 0, + "IoU": 0.0, + "TN": 525690, + "TP": 0, + "n_pred": 0, + "n_ref": 6 + }, + "10": { + "Dice": 0.7073247558818541, + "FN": 14017, + "FP": 10141, + "IoU": 0.5471790065604498, + "TN": 472346, + "TP": 29192, + "n_pred": 39333, + "n_ref": 43209 + }, + "11": { + "Dice": 0.4584450402144772, + "FN": 214, + "FP": 190, + "IoU": 0.29739130434782607, + "TN": 525121, + "TP": 171, + "n_pred": 361, + "n_ref": 385 + }, + "12": { + "Dice": 0.5357213930348259, + "FN": 1940, + "FP": 393, + "IoU": 0.36586028812177224, + "TN": 522017, + "TP": 1346, + "n_pred": 1739, + "n_ref": 3286 + }, + "13": { + "Dice": 0.6015180830480726, + "FN": 6240, + "FP": 7147, + "IoU": 0.4301221744497893, + "TN": 502205, + "TP": 10104, + "n_pred": 17251, + "n_ref": 16344 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9247572815533981, + "FN": 167, + "FP": 81, + "IoU": 0.8600451467268623, + "TN": 523924, + "TP": 1524, + "n_pred": 1605, + "n_ref": 1691 + }, + "3": { + "Dice": 0.9643169494490117, + "FN": 1075, + "FP": 149, + "IoU": 0.9310927208241851, + "TN": 507933, + "TP": 16539, + "n_pred": 16688, + "n_ref": 17614 + }, + "4": { + "Dice": 0.1051230871590153, + "FN": 1917, + "FP": 773, + "IoU": 0.05547752808988764, + "TN": 522848, + "TP": 158, + "n_pred": 931, + "n_ref": 2075 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9549058707155081, + "FN": 3308, + "FP": 2436, + "IoU": 0.9137032196030709, + "TN": 459135, + "TP": 60817, + "n_pred": 63253, + "n_ref": 64125 + }, + "7": { + "Dice": 0.559159073756057, + "FN": 26535, + "FP": 13768, + "IoU": 0.38807828371012554, + "TN": 459833, + "TP": 25560, + "n_pred": 39328, + "n_ref": 52095 + }, + "8": { + "Dice": 0.9127601633923361, + "FN": 117, + "FP": 1677, + "IoU": 0.8395205295643617, + "TN": 514517, + "TP": 9385, + "n_pred": 11062, + "n_ref": 9502 + }, + "9": { + "Dice": 0.8893676658229966, + "FN": 2519, + "FP": 2770, + "IoU": 0.8007759529908091, + "TN": 499148, + "TP": 21259, + "n_pred": 24029, + "n_ref": 23778 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0404.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0404.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.4411402045405092, + "FN": 79534, + "FP": 5221, + "IoU": 0.2829890191699237, + "TN": 1634114, + "TP": 33451, + "n_pred": 38672, + "n_ref": 112985 + }, + "11": { + "Dice": 0.5248937977909941, + "FN": 5442, + "FP": 150, + "IoU": 0.355834581269439, + "TN": 1743639, + "TP": 3089, + "n_pred": 3239, + "n_ref": 8531 + }, + "12": { + "Dice": 0.4704126426690079, + "FN": 3662, + "FP": 2370, + "IoU": 0.30754218803811273, + "TN": 1743609, + "TP": 2679, + "n_pred": 5049, + "n_ref": 6341 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 335, + "IoU": 0.0, + "TN": 1751985, + "TP": 0, + "n_pred": 335, + "n_ref": 0 + }, + "14": { + "Dice": 0.8909761336061887, + "FN": 34412, + "FP": 4, + "IoU": 0.8033877003056357, + "TN": 1577275, + "TP": 140629, + "n_pred": 140633, + "n_ref": 175041 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9665685834455472, + "FN": 1371, + "FP": 640, + "IoU": 0.935300173733994, + "TN": 1721238, + "TP": 29071, + "n_pred": 29711, + "n_ref": 30442 + }, + "3": { + "Dice": 0.9528682050587697, + "FN": 13466, + "FP": 1154, + "IoU": 0.909979249662884, + "TN": 1589913, + "TP": 147787, + "n_pred": 148941, + "n_ref": 161253 + }, + "4": { + "Dice": 0.9626946990577527, + "FN": 4890, + "FP": 930, + "IoU": 0.9280726688500278, + "TN": 1671405, + "TP": 75095, + "n_pred": 76025, + "n_ref": 79985 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 667, + "IoU": 0.0, + "TN": 1751653, + "TP": 0, + "n_pred": 667, + "n_ref": 0 + }, + "6": { + "Dice": 0.9539162670475801, + "FN": 5482, + "FP": 14843, + "IoU": 0.9118928408869237, + "TN": 1521635, + "TP": 210360, + "n_pred": 225203, + "n_ref": 215842 + }, + "7": { + "Dice": 0.16995965349471936, + "FN": 16602, + "FP": 39356, + "IoU": 0.0928720800168593, + "TN": 1690633, + "TP": 5729, + "n_pred": 45085, + "n_ref": 22331 + }, + "8": { + "Dice": 0.951486817903127, + "FN": 1790, + "FP": 742, + "IoU": 0.9074629047584241, + "TN": 1724958, + "TP": 24830, + "n_pred": 25572, + "n_ref": 26620 + }, + "9": { + "Dice": 0.897608477731634, + "FN": 2980, + "FP": 3455, + "IoU": 0.8142374642764354, + "TN": 1717679, + "TP": 28206, + "n_pred": 31661, + "n_ref": 31186 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0410.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0410.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": 0.6040212617585223, + "FN": 3261.0555555555557, + "FP": 2393.4977777777776, + "IoU": 0.5258146791024859, + "TN": 772909.5155555556, + "TP": 15820.997777777779, + "n_pred": 18214.495555555553, + "n_ref": 19082.053333333333 + }, + "mean": { + "1": { + "Dice": 0.721830402180827, + "FN": 1486.2333333333333, + "FP": 2373.9666666666667, + "IoU": 0.6671712138401225, + "TN": 767702.5666666667, + "TP": 22822.3, + "n_pred": 25196.266666666666, + "n_ref": 24308.533333333333 + }, + "10": { + "Dice": 0.6318997176381687, + "FN": 3023.3, + "FP": 1656.4666666666667, + "IoU": 0.5461287590320641, + "TN": 780378.3333333334, + "TP": 9326.966666666667, + "n_pred": 10983.433333333332, + "n_ref": 12350.266666666666 + }, + "11": { + "Dice": 0.46192816717568963, + "FN": 266.1666666666667, + "FP": 191.2, + "IoU": 0.35039682989645227, + "TN": 793383.4666666667, + "TP": 544.2333333333333, + "n_pred": 735.4333333333333, + "n_ref": 810.4 + }, + "12": { + "Dice": 0.4278206149663994, + "FN": 180.0, + "FP": 145.86666666666667, + "IoU": 0.3385339901691283, + "TN": 793628.4666666667, + "TP": 430.73333333333335, + "n_pred": 576.6, + "n_ref": 610.7333333333333 + }, + "13": { + "Dice": 0.5385348860188824, + "FN": 2785.4333333333334, + "FP": 3024.633333333333, + "IoU": 0.4225230101427126, + "TN": 783220.8333333334, + "TP": 5354.166666666667, + "n_pred": 8378.8, + "n_ref": 8139.6 + }, + "14": { + "Dice": 0.6091016448976245, + "FN": 3358.4333333333334, + "FP": 3318.3333333333335, + "IoU": 0.5327802125887122, + "TN": 773413.0666666667, + "TP": 14295.233333333334, + "n_pred": 17613.566666666666, + "n_ref": 17653.666666666668 + }, + "15": { + "Dice": 0.3100985182455557, + "FN": 1594.0333333333333, + "FP": 3709.366666666667, + "IoU": 0.24982866178162358, + "TN": 783107.3666666667, + "TP": 5974.3, + "n_pred": 9683.666666666666, + "n_ref": 7568.333333333333 + }, + "2": { + "Dice": 0.7374331659987439, + "FN": 6560.466666666666, + "FP": 2698.266666666667, + "IoU": 0.6730833844501356, + "TN": 754859.6666666666, + "TP": 30266.666666666668, + "n_pred": 32964.933333333334, + "n_ref": 36827.13333333333 + }, + "3": { + "Dice": 0.5542172544511564, + "FN": 1741.3333333333333, + "FP": 5088.433333333333, + "IoU": 0.5143310407153588, + "TN": 770884.9666666667, + "TP": 16670.333333333332, + "n_pred": 21758.766666666666, + "n_ref": 18411.666666666668 + }, + "4": { + "Dice": 0.6074861349935743, + "FN": 2295.2, + "FP": 1294.4666666666667, + "IoU": 0.5096050385443199, + "TN": 781595.2666666667, + "TP": 9200.133333333333, + "n_pred": 10494.6, + "n_ref": 11495.333333333334 + }, + "5": { + "Dice": 0.4237202150849662, + "FN": 532.4666666666667, + "FP": 784.5666666666667, + "IoU": 0.3267767335484859, + "TN": 792016.6333333333, + "TP": 1051.4, + "n_pred": 1835.9666666666667, + "n_ref": 1583.8666666666666 + }, + "6": { + "Dice": 0.8444043104668681, + "FN": 18922.566666666666, + "FP": 4241.1, + "IoU": 0.7737453083562947, + "TN": 696467.4333333333, + "TP": 74753.96666666666, + "n_pred": 78995.06666666667, + "n_ref": 93676.53333333334 + }, + "7": { + "Dice": 0.5704858307890114, + "FN": 2887.6, + "FP": 4514.6, + "IoU": 0.5055116628006079, + "TN": 763451.1, + "TP": 23531.766666666666, + "n_pred": 28046.366666666665, + "n_ref": 26419.366666666665 + }, + "8": { + "Dice": 0.8260869701590831, + "FN": 868.0, + "FP": 990.5333333333333, + "IoU": 0.7652832970168235, + "TN": 779308.3666666667, + "TP": 13218.166666666666, + "n_pred": 14208.7, + "n_ref": 14086.166666666666 + }, + "9": { + "Dice": 0.7952710933112861, + "FN": 2414.6, + "FP": 1870.6666666666667, + "IoU": 0.711521043654448, + "TN": 780225.2, + "TP": 9874.6, + "n_pred": 11745.266666666666, + "n_ref": 12289.2 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.8941725732445412, + "FN": 15638, + "FP": 8072, + "IoU": 0.8086004665918612, + "TN": 1803675, + "TP": 100167, + "n_pred": 108239, + "n_ref": 115805 + }, + "10": { + "Dice": 0.0, + "FN": 15059, + "FP": 3979, + "IoU": 0.0, + "TN": 1908514, + "TP": 0, + "n_pred": 3979, + "n_ref": 15059 + }, + "11": { + "Dice": 0.03594771241830065, + "FN": 590, + "FP": 0, + "IoU": 0.018302828618968387, + "TN": 1926951, + "TP": 11, + "n_pred": 11, + "n_ref": 601 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 3704, + "FP": 12057, + "IoU": 0.0, + "TN": 1911791, + "TP": 0, + "n_pred": 12057, + "n_ref": 3704 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 18, + "IoU": 0.0, + "TN": 1927534, + "TP": 0, + "n_pred": 18, + "n_ref": 0 + }, + "2": { + "Dice": 0.7822810443335503, + "FN": 1214, + "FP": 28890, + "IoU": 0.6424150997184839, + "TN": 1843365, + "TP": 54083, + "n_pred": 82973, + "n_ref": 55297 + }, + "3": { + "Dice": 0.7969334842135369, + "FN": 27984, + "FP": 4676, + "IoU": 0.6624184729242251, + "TN": 1830805, + "TP": 64087, + "n_pred": 68763, + "n_ref": 92071 + }, + "4": { + "Dice": 0.5309159014645058, + "FN": 33795, + "FP": 2271, + "IoU": 0.36139244989021885, + "TN": 1871076, + "TP": 20410, + "n_pred": 22681, + "n_ref": 54205 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 2206, + "IoU": 0.0, + "TN": 1925346, + "TP": 0, + "n_pred": 2206, + "n_ref": 0 + }, + "6": { + "Dice": 0.7995594884215145, + "FN": 208221, + "FP": 24748, + "IoU": 0.6660550695428933, + "TN": 1229925, + "TP": 464658, + "n_pred": 489406, + "n_ref": 672879 + }, + "7": { + "Dice": 0.5542367552271655, + "FN": 8670, + "FP": 2672, + "IoU": 0.383352362311749, + "TN": 1909159, + "TP": 7051, + "n_pred": 9723, + "n_ref": 15721 + }, + "8": { + "Dice": 0.9177876384472939, + "FN": 951, + "FP": 1402, + "IoU": 0.8480661199715891, + "TN": 1912065, + "TP": 13134, + "n_pred": 14536, + "n_ref": 14085 + }, + "9": { + "Dice": 0.2643998513563731, + "FN": 26606, + "FP": 20902, + "IoU": 0.15233914998394177, + "TN": 1871506, + "TP": 8538, + "n_pred": 29440, + "n_ref": 35144 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0006.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0006.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1241, + "IoU": 0.0, + "TN": 524455, + "TP": 0, + "n_pred": 1241, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8685437255267574, + "FN": 243, + "FP": 462, + "IoU": 0.7676334871456822, + "TN": 522662, + "TP": 2329, + "n_pred": 2791, + "n_ref": 2572 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9174167875250206, + "FN": 4667, + "FP": 9113, + "IoU": 0.8474330443639907, + "TN": 435375, + "TP": 76541, + "n_pred": 85654, + "n_ref": 81208 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 4573, + "IoU": 0.0, + "TN": 521123, + "TP": 0, + "n_pred": 4573, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8858131487889274, + "FN": 0, + "FP": 33, + "IoU": 0.7950310559006211, + "TN": 525535, + "TP": 128, + "n_pred": 161, + "n_ref": 128 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0015.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0015.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 700926, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 89, + "IoU": 0.0, + "TN": 700839, + "TP": 0, + "n_pred": 89, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 309, + "FP": 0, + "IoU": 0.0, + "TN": 700619, + "TP": 0, + "n_pred": 0, + "n_ref": 309 + }, + "14": { + "Dice": 0.8912229265503049, + "FN": 24857, + "FP": 2153, + "IoU": 0.8037891005244883, + "TN": 563270, + "TP": 110648, + "n_pred": 112801, + "n_ref": 135505 + }, + "15": { + "Dice": 0.8330568882388961, + "FN": 4713, + "FP": 23368, + "IoU": 0.7138796054776655, + "TN": 602784, + "TP": 70063, + "n_pred": 93431, + "n_ref": 74776 + }, + "2": { + "Dice": 0.9587749747495269, + "FN": 3167, + "FP": 3935, + "IoU": 0.9208143787351708, + "TN": 611240, + "TP": 82586, + "n_pred": 86521, + "n_ref": 85753 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.4, + "FN": 0, + "FP": 156, + "IoU": 0.25, + "TN": 700720, + "TP": 52, + "n_pred": 208, + "n_ref": 52 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9342814048696402, + "FN": 854, + "FP": 366, + "IoU": 0.876668014557218, + "TN": 691036, + "TP": 8672, + "n_pred": 9038, + "n_ref": 9526 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9553175210405509, + "FN": 411, + "FP": 173, + "IoU": 0.9144573018895562, + "TN": 694101, + "TP": 6243, + "n_pred": 6416, + "n_ref": 6654 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0025.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0025.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7068312117384122, + "FN": 2126, + "FP": 891, + "IoU": 0.5465885181845507, + "TN": 869506, + "TP": 3637, + "n_pred": 4528, + "n_ref": 5763 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7713681111417794, + "FN": 1361, + "FP": 1124, + "IoU": 0.6278268683540512, + "TN": 869483, + "TP": 4192, + "n_pred": 5316, + "n_ref": 5553 + }, + "14": { + "Dice": 0.8170777194530617, + "FN": 14185, + "FP": 5922, + "IoU": 0.6907281508598148, + "TN": 811146, + "TP": 44907, + "n_pred": 50829, + "n_ref": 59092 + }, + "15": { + "Dice": 0.86019766183414, + "FN": 10370, + "FP": 1385, + "IoU": 0.7546902063899497, + "TN": 828241, + "TP": 36164, + "n_pred": 37549, + "n_ref": 46534 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.3239814588924128, + "FN": 591, + "FP": 2180, + "IoU": 0.1933042212518195, + "TN": 872725, + "TP": 664, + "n_pred": 2844, + "n_ref": 1255 + }, + "5": { + "Dice": 0.8369487329815647, + "FN": 381, + "FP": 2122, + "IoU": 0.7196146521787835, + "TN": 867233, + "TP": 6424, + "n_pred": 8546, + "n_ref": 6805 + }, + "6": { + "Dice": 0.9769059273978578, + "FN": 6729, + "FP": 8519, + "IoU": 0.9548544494185083, + "TN": 538408, + "TP": 322504, + "n_pred": 331023, + "n_ref": 329233 + }, + "7": { + "Dice": 0.7931324866379088, + "FN": 4347, + "FP": 7690, + "IoU": 0.6571827295511506, + "TN": 841048, + "TP": 23075, + "n_pred": 30765, + "n_ref": 27422 + }, + "8": { + "Dice": 0.6795096322241682, + "FN": 146, + "FP": 1135, + "IoU": 0.5145888594164456, + "TN": 873521, + "TP": 1358, + "n_pred": 2493, + "n_ref": 1504 + }, + "9": { + "Dice": 0.7110058217192974, + "FN": 4676, + "FP": 6791, + "IoU": 0.5515973878700191, + "TN": 850587, + "TP": 14106, + "n_pred": 20897, + "n_ref": 18782 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0035.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0035.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9749171042820199, + "FN": 2139, + "FP": 2604, + "IoU": 0.9510617222806909, + "TN": 1129706, + "TP": 92175, + "n_pred": 94779, + "n_ref": 94314 + }, + "10": { + "Dice": 0.7045494395813383, + "FN": 18009, + "FP": 3896, + "IoU": 0.5438643983091436, + "TN": 1178601, + "TP": 26118, + "n_pred": 30014, + "n_ref": 44127 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5437300099261057, + "FN": 6898, + "FP": 13787, + "IoU": 0.37337170554377463, + "TN": 1193614, + "TP": 12325, + "n_pred": 26112, + "n_ref": 19223 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9633908585457434, + "FN": 209, + "FP": 298, + "IoU": 0.9293675118417386, + "TN": 1219446, + "TP": 6671, + "n_pred": 6969, + "n_ref": 6880 + }, + "4": { + "Dice": 0.8648396005948588, + "FN": 1642, + "FP": 1539, + "IoU": 0.7618655487348406, + "TN": 1213266, + "TP": 10177, + "n_pred": 11716, + "n_ref": 11819 + }, + "5": { + "Dice": 0.7177269243403044, + "FN": 3767, + "FP": 1389, + "IoU": 0.5597301682179148, + "TN": 1214913, + "TP": 6555, + "n_pred": 7944, + "n_ref": 10322 + }, + "6": { + "Dice": 0.899119535274389, + "FN": 2516, + "FP": 14659, + "IoU": 0.8167276685198425, + "TN": 1132911, + "TP": 76538, + "n_pred": 91197, + "n_ref": 79054 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 9, + "IoU": 0.0, + "TN": 1226615, + "TP": 0, + "n_pred": 9, + "n_ref": 0 + }, + "8": { + "Dice": 0.9473100746906367, + "FN": 5729, + "FP": 5678, + "IoU": 0.8998946906537956, + "TN": 1112674, + "TP": 102543, + "n_pred": 108221, + "n_ref": 108272 + }, + "9": { + "Dice": 0.8280575539568346, + "FN": 1424, + "FP": 3356, + "IoU": 0.7065684468999386, + "TN": 1210334, + "TP": 11510, + "n_pred": 14866, + "n_ref": 12934 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0044.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0044.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.850238083047463, + "FN": 1240, + "FP": 1685, + "IoU": 0.7394905593159957, + "TN": 689700, + "TP": 8303, + "n_pred": 9988, + "n_ref": 9543 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8474495973048376, + "FN": 1625, + "FP": 4171, + "IoU": 0.7352820278602421, + "TN": 679033, + "TP": 16099, + "n_pred": 20270, + "n_ref": 17724 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 150, + "FP": 0, + "IoU": 0.0, + "TN": 700778, + "TP": 0, + "n_pred": 0, + "n_ref": 150 + }, + "2": { + "Dice": 0.9130474788369525, + "FN": 9487, + "FP": 7523, + "IoU": 0.8400067722001185, + "TN": 594611, + "TP": 89307, + "n_pred": 96830, + "n_ref": 98794 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 6328, + "IoU": 0.0, + "TN": 694600, + "TP": 0, + "n_pred": 6328, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8617511520737328, + "FN": 1190, + "FP": 130, + "IoU": 0.757085020242915, + "TN": 695494, + "TP": 4114, + "n_pred": 4244, + "n_ref": 5304 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9315763855086573, + "FN": 803, + "FP": 1165, + "IoU": 0.8719166937845754, + "TN": 685563, + "TP": 13397, + "n_pred": 14562, + "n_ref": 14200 + }, + "9": { + "Dice": 0.9246786456311787, + "FN": 730, + "FP": 2569, + "IoU": 0.859909125652894, + "TN": 677379, + "TP": 20250, + "n_pred": 22819, + "n_ref": 20980 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0081.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0081.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9062784349408554, + "FN": 51, + "FP": 52, + "IoU": 0.8286189683860233, + "TN": 1050791, + "TP": 498, + "n_pred": 550, + "n_ref": 549 + }, + "10": { + "Dice": 0.8938772466254008, + "FN": 932, + "FP": 491, + "IoU": 0.8081175836030206, + "TN": 1043976, + "TP": 5993, + "n_pred": 6484, + "n_ref": 6925 + }, + "11": { + "Dice": 0.6833123353567747, + "FN": 2396, + "FP": 369, + "IoU": 0.5189631176061239, + "TN": 1045644, + "TP": 2983, + "n_pred": 3352, + "n_ref": 5379 + }, + "12": { + "Dice": 0.6657228809060344, + "FN": 1580, + "FP": 2198, + "IoU": 0.4989389920424403, + "TN": 1043852, + "TP": 3762, + "n_pred": 5960, + "n_ref": 5342 + }, + "13": { + "Dice": 0.0, + "FN": 2, + "FP": 674, + "IoU": 0.0, + "TN": 1050716, + "TP": 0, + "n_pred": 674, + "n_ref": 2 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 28, + "IoU": 0.0, + "TN": 1051364, + "TP": 0, + "n_pred": 28, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.2838863071436291, + "FN": 99256, + "FP": 137, + "IoU": 0.1654239508287571, + "TN": 932298, + "TP": 19701, + "n_pred": 19838, + "n_ref": 118957 + }, + "3": { + "Dice": 0.3883711275698376, + "FN": 1213, + "FP": 100444, + "IoU": 0.24098049756592899, + "TN": 917460, + "TP": 32275, + "n_pred": 132719, + "n_ref": 33488 + }, + "4": { + "Dice": 0.9257133513204153, + "FN": 7369, + "FP": 1717, + "IoU": 0.8617005083868611, + "TN": 985694, + "TP": 56612, + "n_pred": 58329, + "n_ref": 63981 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.974766681822602, + "FN": 3270, + "FP": 6331, + "IoU": 0.950775462072855, + "TN": 856347, + "TP": 185444, + "n_pred": 191775, + "n_ref": 188714 + }, + "7": { + "Dice": 0.8021726991217828, + "FN": 2559, + "FP": 1338, + "IoU": 0.6696897779284624, + "TN": 1039594, + "TP": 7901, + "n_pred": 9239, + "n_ref": 10460 + }, + "8": { + "Dice": 0.8774907749077491, + "FN": 60, + "FP": 272, + "IoU": 0.7817225509533202, + "TN": 1049871, + "TP": 1189, + "n_pred": 1461, + "n_ref": 1249 + }, + "9": { + "Dice": 0.953163064833006, + "FN": 2167, + "FP": 217, + "IoU": 0.9105172284363036, + "TN": 1024750, + "TP": 24258, + "n_pred": 24475, + "n_ref": 26425 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0102.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0102.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.39884219982034136, + "FN": 5211, + "FP": 812, + "IoU": 0.24909612267797032, + "TN": 868139, + "TP": 1998, + "n_pred": 2810, + "n_ref": 7209 + }, + "11": { + "Dice": 0.7891453524641298, + "FN": 1534, + "FP": 494, + "IoU": 0.6517259144770736, + "TN": 870337, + "TP": 3795, + "n_pred": 4289, + "n_ref": 5329 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 876156, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "13": { + "Dice": 0.798930221249696, + "FN": 701, + "FP": 126, + "IoU": 0.6651821862348178, + "TN": 873690, + "TP": 1643, + "n_pred": 1769, + "n_ref": 2344 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9638098371442672, + "FN": 132, + "FP": 748, + "IoU": 0.9301476424829338, + "TN": 863562, + "TP": 11718, + "n_pred": 12466, + "n_ref": 11850 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8370492059766877, + "FN": 262, + "FP": 1821, + "IoU": 0.7197632180815283, + "TN": 868727, + "TP": 5350, + "n_pred": 7171, + "n_ref": 5612 + }, + "6": { + "Dice": 0.958896555181641, + "FN": 2038, + "FP": 4521, + "IoU": 0.9210386921243349, + "TN": 793094, + "TP": 76507, + "n_pred": 81028, + "n_ref": 78545 + }, + "7": { + "Dice": 0.9862844783552548, + "FN": 5058, + "FP": 1816, + "IoU": 0.9729400973904554, + "TN": 622131, + "TP": 247155, + "n_pred": 248971, + "n_ref": 252213 + }, + "8": { + "Dice": 0.9789718159563116, + "FN": 1269, + "FP": 406, + "IoU": 0.9588097872863642, + "TN": 835495, + "TP": 38990, + "n_pred": 39396, + "n_ref": 40259 + }, + "9": { + "Dice": 0.9675360404974139, + "FN": 1038, + "FP": 142, + "IoU": 0.9371136218290343, + "TN": 857396, + "TP": 17584, + "n_pred": 17726, + "n_ref": 18622 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0104.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0104.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5671411232483725, + "FN": 942, + "FP": 2981, + "IoU": 0.39581087324811337, + "TN": 869667, + "TP": 2570, + "n_pred": 5551, + "n_ref": 3512 + }, + "10": { + "Dice": 0.8383642294534172, + "FN": 13487, + "FP": 6829, + "IoU": 0.7217100667095873, + "TN": 803157, + "TP": 52687, + "n_pred": 59516, + "n_ref": 66174 + }, + "11": { + "Dice": 0.04461942257217848, + "FN": 666, + "FP": 62, + "IoU": 0.022818791946308724, + "TN": 875415, + "TP": 17, + "n_pred": 79, + "n_ref": 683 + }, + "12": { + "Dice": 0.5246252676659529, + "FN": 260, + "FP": 184, + "IoU": 0.3555878084179971, + "TN": 875471, + "TP": 245, + "n_pred": 429, + "n_ref": 505 + }, + "13": { + "Dice": 0.5024585641985081, + "FN": 10600, + "FP": 10143, + "IoU": 0.3355223115610084, + "TN": 844943, + "TP": 10474, + "n_pred": 20617, + "n_ref": 21074 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9014913167429551, + "FN": 2224, + "FP": 15122, + "IoU": 0.8206501509574424, + "TN": 779444, + "TP": 79370, + "n_pred": 94492, + "n_ref": 81594 + }, + "3": { + "Dice": 0.9169398305466447, + "FN": 14396, + "FP": 2201, + "IoU": 0.8466194736063877, + "TN": 767952, + "TP": 91611, + "n_pred": 93812, + "n_ref": 106007 + }, + "4": { + "Dice": 0.7968853108090274, + "FN": 462, + "FP": 1077, + "IoU": 0.6623519087319, + "TN": 871602, + "TP": 3019, + "n_pred": 4096, + "n_ref": 3481 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 876159, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "6": { + "Dice": 0.9333912374877191, + "FN": 7620, + "FP": 1736, + "IoU": 0.8751017901720755, + "TN": 801251, + "TP": 65553, + "n_pred": 67289, + "n_ref": 73173 + }, + "7": { + "Dice": 0.8313174160707792, + "FN": 3863, + "FP": 3096, + "IoU": 0.7113286597253909, + "TN": 852053, + "TP": 17148, + "n_pred": 20244, + "n_ref": 21011 + }, + "8": { + "Dice": 0.9553571428571429, + "FN": 33, + "FP": 337, + "IoU": 0.9145299145299145, + "TN": 871831, + "TP": 3959, + "n_pred": 4296, + "n_ref": 3992 + }, + "9": { + "Dice": 0.828425407641762, + "FN": 743, + "FP": 3487, + "IoU": 0.7071042791857084, + "TN": 861718, + "TP": 10212, + "n_pred": 13699, + "n_ref": 10955 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0116.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0116.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9547697434617769, + "FN": 11105, + "FP": 133, + "IoU": 0.913453985367732, + "TN": 746310, + "TP": 118612, + "n_pred": 118745, + "n_ref": 129717 + }, + "10": { + "Dice": 0.9260743997586103, + "FN": 1595, + "FP": 120, + "IoU": 0.8623264028257205, + "TN": 863703, + "TP": 10742, + "n_pred": 10862, + "n_ref": 12337 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7110575474540525, + "FN": 1821, + "FP": 1056, + "IoU": 0.5516596540439458, + "TN": 869743, + "TP": 3540, + "n_pred": 4596, + "n_ref": 5361 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 788, + "IoU": 0.0, + "TN": 875372, + "TP": 0, + "n_pred": 788, + "n_ref": 0 + }, + "3": { + "Dice": 0.9738597732889348, + "FN": 1626, + "FP": 627, + "IoU": 0.9490513556907352, + "TN": 831939, + "TP": 41968, + "n_pred": 42595, + "n_ref": 43594 + }, + "4": { + "Dice": 0.7182193872967388, + "FN": 305, + "FP": 12241, + "IoU": 0.5603294200105134, + "TN": 847625, + "TP": 15989, + "n_pred": 28230, + "n_ref": 16294 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9061722063498907, + "FN": 32370, + "FP": 8977, + "IoU": 0.8284413795392684, + "TN": 635152, + "TP": 199661, + "n_pred": 208638, + "n_ref": 232031 + }, + "7": { + "Dice": 0.8837050182813402, + "FN": 4533, + "FP": 906, + "IoU": 0.7916411277965063, + "TN": 850056, + "TP": 20665, + "n_pred": 21571, + "n_ref": 25198 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 180, + "IoU": 0.0, + "TN": 875980, + "TP": 0, + "n_pred": 180, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0124.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0124.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.815673462761829, + "FN": 35921, + "FP": 414, + "IoU": 0.6887234534691464, + "TN": 233735, + "TP": 80394, + "n_pred": 80808, + "n_ref": 116315 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1334, + "IoU": 0.0, + "TN": 349130, + "TP": 0, + "n_pred": 1334, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 7467, + "IoU": 0.0, + "TN": 342997, + "TP": 0, + "n_pred": 7467, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9129925868123293, + "FN": 116, + "FP": 107, + "IoU": 0.8399138549892319, + "TN": 349071, + "TP": 1170, + "n_pred": 1277, + "n_ref": 1286 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 39, + "IoU": 0.0, + "TN": 350425, + "TP": 0, + "n_pred": 39, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0127.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0127.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9353738896448393, + "FN": 2844, + "FP": 1383, + "IoU": 0.8785937903897522, + "TN": 1367039, + "TP": 30590, + "n_pred": 31973, + "n_ref": 33434 + }, + "10": { + "Dice": 0.8947650875737913, + "FN": 1400, + "FP": 757, + "IoU": 0.8095700538536241, + "TN": 1390529, + "TP": 9170, + "n_pred": 9927, + "n_ref": 10570 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8997618611467302, + "FN": 4013, + "FP": 1459, + "IoU": 0.8177882854383803, + "TN": 1371825, + "TP": 24559, + "n_pred": 26018, + "n_ref": 28572 + }, + "14": { + "Dice": 0.9801813981473916, + "FN": 5126, + "FP": 210, + "IoU": 0.9611330842237907, + "TN": 1264567, + "TP": 131953, + "n_pred": 132163, + "n_ref": 137079 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 342, + "IoU": 0.0, + "TN": 1401514, + "TP": 0, + "n_pred": 342, + "n_ref": 0 + }, + "4": { + "Dice": 0.8551360842844601, + "FN": 643, + "FP": 1007, + "IoU": 0.7469325153374233, + "TN": 1395336, + "TP": 4870, + "n_pred": 5877, + "n_ref": 5513 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8957102001906577, + "FN": 9239, + "FP": 11000, + "IoU": 0.8111187845303868, + "TN": 1294704, + "TP": 86913, + "n_pred": 97913, + "n_ref": 96152 + }, + "7": { + "Dice": 0.965544759460363, + "FN": 231, + "FP": 2964, + "IoU": 0.9333847629373254, + "TN": 1353894, + "TP": 44767, + "n_pred": 47731, + "n_ref": 44998 + }, + "8": { + "Dice": 0.9384615384615385, + "FN": 13, + "FP": 3, + "IoU": 0.8840579710144928, + "TN": 1401718, + "TP": 122, + "n_pred": 125, + "n_ref": 135 + }, + "9": { + "Dice": 0.9463269178639198, + "FN": 95, + "FP": 301, + "IoU": 0.8981219449446874, + "TN": 1397969, + "TP": 3491, + "n_pred": 3792, + "n_ref": 3586 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0159.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0159.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.44837758112094395, + "FN": 186, + "FP": 1, + "IoU": 0.2889733840304182, + "TN": 525433, + "TP": 76, + "n_pred": 77, + "n_ref": 262 + }, + "6": { + "Dice": 0.9472267727591855, + "FN": 294, + "FP": 608, + "IoU": 0.8997443592308547, + "TN": 516699, + "TP": 8095, + "n_pred": 8703, + "n_ref": 8389 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9280835060250211, + "FN": 422, + "FP": 1452, + "IoU": 0.8658169841042532, + "TN": 511730, + "TP": 12092, + "n_pred": 13544, + "n_ref": 12514 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0161.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0161.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 174, + "IoU": 0.0, + "TN": 1051218, + "TP": 0, + "n_pred": 174, + "n_ref": 0 + }, + "10": { + "Dice": 0.8627450980392157, + "FN": 826, + "FP": 1106, + "IoU": 0.7586206896551724, + "TN": 1043388, + "TP": 6072, + "n_pred": 7178, + "n_ref": 6898 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.473641248894633, + "FN": 9212, + "FP": 6264, + "IoU": 0.3103079459868978, + "TN": 1028953, + "TP": 6963, + "n_pred": 13227, + "n_ref": 16175 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9600790369204873, + "FN": 6025, + "FP": 2703, + "IoU": 0.9232230823363828, + "TN": 937712, + "TP": 104952, + "n_pred": 107655, + "n_ref": 110977 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 579, + "IoU": 0.0, + "TN": 1050813, + "TP": 0, + "n_pred": 579, + "n_ref": 0 + }, + "4": { + "Dice": 0.9070318707807774, + "FN": 13161, + "FP": 762, + "IoU": 0.8298795239608026, + "TN": 969550, + "TP": 67919, + "n_pred": 68681, + "n_ref": 81080 + }, + "5": { + "Dice": 0.23618216891721883, + "FN": 4665, + "FP": 13549, + "IoU": 0.13390394674274844, + "TN": 1030362, + "TP": 2816, + "n_pred": 16365, + "n_ref": 7481 + }, + "6": { + "Dice": 0.8501097731355199, + "FN": 3534, + "FP": 14490, + "IoU": 0.7392964591529738, + "TN": 982256, + "TP": 51112, + "n_pred": 65602, + "n_ref": 54646 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 42811, + "IoU": 0.0, + "TN": 1008581, + "TP": 0, + "n_pred": 42811, + "n_ref": 0 + }, + "8": { + "Dice": 0.8572380651724018, + "FN": 679, + "FP": 7461, + "IoU": 0.750145799441358, + "TN": 1018813, + "TP": 24439, + "n_pred": 31900, + "n_ref": 25118 + }, + "9": { + "Dice": 0.7840286984325041, + "FN": 13109, + "FP": 738, + "IoU": 0.6447756599368923, + "TN": 1012411, + "TP": 25134, + "n_pred": 25872, + "n_ref": 38243 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0175.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0175.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 536, + "IoU": 0.0, + "TN": 700392, + "TP": 0, + "n_pred": 536, + "n_ref": 0 + }, + "10": { + "Dice": 0.8634833561900013, + "FN": 1297, + "FP": 1988, + "IoU": 0.7597630539710399, + "TN": 687254, + "TP": 10389, + "n_pred": 12377, + "n_ref": 11686 + }, + "11": { + "Dice": 0.38, + "FN": 98, + "FP": 150, + "IoU": 0.2345679012345679, + "TN": 700604, + "TP": 76, + "n_pred": 226, + "n_ref": 174 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 700921, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "13": { + "Dice": 0.4641509433962264, + "FN": 11002, + "FP": 4050, + "IoU": 0.3022113022113022, + "TN": 679357, + "TP": 6519, + "n_pred": 10569, + "n_ref": 17521 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.956503469322366, + "FN": 4436, + "FP": 3845, + "IoU": 0.9166331091692506, + "TN": 601596, + "TP": 91051, + "n_pred": 94896, + "n_ref": 95487 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 700924, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "4": { + "Dice": 0.6271379703534777, + "FN": 28, + "FP": 1280, + "IoU": 0.4568106312292359, + "TN": 698520, + "TP": 1100, + "n_pred": 2380, + "n_ref": 1128 + }, + "5": { + "Dice": 0.0, + "FN": 561, + "FP": 0, + "IoU": 0.0, + "TN": 700367, + "TP": 0, + "n_pred": 0, + "n_ref": 561 + }, + "6": { + "Dice": 0.9396208907741251, + "FN": 3228, + "FP": 416, + "IoU": 0.886117882367648, + "TN": 668930, + "TP": 28354, + "n_pred": 28770, + "n_ref": 31582 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 570, + "IoU": 0.0, + "TN": 700358, + "TP": 0, + "n_pred": 570, + "n_ref": 0 + }, + "8": { + "Dice": 0.9612867791290702, + "FN": 4183, + "FP": 751, + "IoU": 0.9254592700024172, + "TN": 634736, + "TP": 61258, + "n_pred": 62009, + "n_ref": 65441 + }, + "9": { + "Dice": 0.8817505769723908, + "FN": 3559, + "FP": 3358, + "IoU": 0.7885097535620376, + "TN": 668222, + "TP": 25789, + "n_pred": 29147, + "n_ref": 29348 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0181.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0181.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8229988726042841, + "FN": 121, + "FP": 36, + "IoU": 0.6992337164750958, + "TN": 1050870, + "TP": 365, + "n_pred": 401, + "n_ref": 486 + }, + "10": { + "Dice": 0.8011448481831757, + "FN": 872, + "FP": 726, + "IoU": 0.6682582520240814, + "TN": 1046575, + "TP": 3219, + "n_pred": 3945, + "n_ref": 4091 + }, + "11": { + "Dice": 0.7975693125712116, + "FN": 477, + "FP": 1122, + "IoU": 0.6632975363234365, + "TN": 1046643, + "TP": 3150, + "n_pred": 4272, + "n_ref": 3627 + }, + "12": { + "Dice": 0.8086505627924624, + "FN": 1235, + "FP": 278, + "IoU": 0.6787685774946921, + "TN": 1046682, + "TP": 3197, + "n_pred": 3475, + "n_ref": 4432 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9141350171087207, + "FN": 17650, + "FP": 518, + "IoU": 0.8418496143735092, + "TN": 936514, + "TP": 96710, + "n_pred": 97228, + "n_ref": 114360 + }, + "15": { + "Dice": 0.002986123309327244, + "FN": 10320, + "FP": 1032, + "IoU": 0.0014952942211276278, + "TN": 1040023, + "TP": 17, + "n_pred": 1049, + "n_ref": 10337 + }, + "2": { + "Dice": 0.9735169491525424, + "FN": 739, + "FP": 161, + "IoU": 0.9484004127966976, + "TN": 1033950, + "TP": 16542, + "n_pred": 16703, + "n_ref": 17281 + }, + "3": { + "Dice": 0.9717624148003895, + "FN": 4, + "FP": 25, + "IoU": 0.9450757575757576, + "TN": 1050864, + "TP": 499, + "n_pred": 524, + "n_ref": 503 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 440, + "IoU": 0.0, + "TN": 1050952, + "TP": 0, + "n_pred": 440, + "n_ref": 0 + }, + "5": { + "Dice": 0.7506710879519974, + "FN": 3261, + "FP": 1476, + "IoU": 0.6008594539939333, + "TN": 1039524, + "TP": 7131, + "n_pred": 8607, + "n_ref": 10392 + }, + "6": { + "Dice": 0.9789994933729919, + "FN": 2170, + "FP": 1685, + "IoU": 0.9588628869609758, + "TN": 957681, + "TP": 89856, + "n_pred": 91541, + "n_ref": 92026 + }, + "7": { + "Dice": 0.8775311255326853, + "FN": 1366, + "FP": 3031, + "IoU": 0.7817866004962779, + "TN": 1031242, + "TP": 15753, + "n_pred": 18784, + "n_ref": 17119 + }, + "8": { + "Dice": 0.9742289974654506, + "FN": 1228, + "FP": 1558, + "IoU": 0.949752912743931, + "TN": 995946, + "TP": 52660, + "n_pred": 54218, + "n_ref": 53888 + }, + "9": { + "Dice": 0.9686739926739927, + "FN": 586, + "FP": 483, + "IoU": 0.9392510086946638, + "TN": 1033795, + "TP": 16528, + "n_pred": 17011, + "n_ref": 17114 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0195.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0195.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8873217364049522, + "FN": 7011, + "FP": 3774, + "IoU": 0.7974647887323943, + "TN": 472446, + "TP": 42465, + "n_pred": 46239, + "n_ref": 49476 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7968209670569678, + "FN": 1123, + "FP": 2226, + "IoU": 0.6622630092779347, + "TN": 515780, + "TP": 6567, + "n_pred": 8793, + "n_ref": 7690 + }, + "14": { + "Dice": 0.6169665809768637, + "FN": 0, + "FP": 149, + "IoU": 0.44609665427509293, + "TN": 525427, + "TP": 120, + "n_pred": 269, + "n_ref": 120 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 220, + "IoU": 0.0, + "TN": 525476, + "TP": 0, + "n_pred": 220, + "n_ref": 0 + }, + "3": { + "Dice": 0.9301392198670513, + "FN": 406, + "FP": 151, + "IoU": 0.8694021101992966, + "TN": 521431, + "TP": 3708, + "n_pred": 3859, + "n_ref": 4114 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6972477064220184, + "FN": 0, + "FP": 33, + "IoU": 0.5352112676056338, + "TN": 525625, + "TP": 38, + "n_pred": 71, + "n_ref": 38 + }, + "7": { + "Dice": 0.9476089926717178, + "FN": 349, + "FP": 1760, + "IoU": 0.9004343310357851, + "TN": 504514, + "TP": 19073, + "n_pred": 20833, + "n_ref": 19422 + }, + "8": { + "Dice": 0.9601834683321948, + "FN": 420, + "FP": 396, + "IoU": 0.9234162365086813, + "TN": 515041, + "TP": 9839, + "n_pred": 10235, + "n_ref": 10259 + }, + "9": { + "Dice": 0.9061071873701704, + "FN": 377, + "FP": 75, + "IoU": 0.8283327003418154, + "TN": 523063, + "TP": 2181, + "n_pred": 2256, + "n_ref": 2558 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0226.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0226.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 916, + "IoU": 0.0, + "TN": 349548, + "TP": 0, + "n_pred": 916, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.348030263501174, + "FN": 2388, + "FP": 111, + "IoU": 0.21067593177511054, + "TN": 347298, + "TP": 667, + "n_pred": 778, + "n_ref": 3055 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 404, + "IoU": 0.0, + "TN": 350060, + "TP": 0, + "n_pred": 404, + "n_ref": 0 + }, + "2": { + "Dice": 0.9646793330218033, + "FN": 2397, + "FP": 702, + "IoU": 0.9317686430788877, + "TN": 305045, + "TP": 42320, + "n_pred": 43022, + "n_ref": 44717 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 16, + "IoU": 0.0, + "TN": 350448, + "TP": 0, + "n_pred": 16, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.935037650780162, + "FN": 4930, + "FP": 574, + "IoU": 0.8780006649673058, + "TN": 305349, + "TP": 39611, + "n_pred": 40185, + "n_ref": 44541 + }, + "7": { + "Dice": 0.3612308065788675, + "FN": 21010, + "FP": 40, + "IoU": 0.22042811643581958, + "TN": 323462, + "TP": 5952, + "n_pred": 5992, + "n_ref": 26962 + }, + "8": { + "Dice": 0.15105386416861827, + "FN": 1, + "FP": 1449, + "IoU": 0.08169727675744141, + "TN": 348885, + "TP": 129, + "n_pred": 1578, + "n_ref": 130 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 350460, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0235.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0235.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9251170046801872, + "FN": 17, + "FP": 79, + "IoU": 0.8606676342525399, + "TN": 700239, + "TP": 593, + "n_pred": 672, + "n_ref": 610 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9674164792534802, + "FN": 1153, + "FP": 5642, + "IoU": 0.9368893264479697, + "TN": 593260, + "TP": 100873, + "n_pred": 106515, + "n_ref": 102026 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.652014652014652, + "FN": 95, + "FP": 0, + "IoU": 0.483695652173913, + "TN": 700744, + "TP": 89, + "n_pred": 89, + "n_ref": 184 + }, + "6": { + "Dice": 0.9113718744240339, + "FN": 10490, + "FP": 3936, + "IoU": 0.8371746540553963, + "TN": 612330, + "TP": 74172, + "n_pred": 78108, + "n_ref": 84662 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.5311364815775818, + "FN": 7895, + "FP": 2947, + "IoU": 0.3615968910086557, + "TN": 683945, + "TP": 6141, + "n_pred": 9088, + "n_ref": 14036 + }, + "9": { + "Dice": 0.8046972426215879, + "FN": 11004, + "FP": 272, + "IoU": 0.6732162522459862, + "TN": 666422, + "TP": 23230, + "n_pred": 23502, + "n_ref": 34234 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0248.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0248.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8664968152866243, + "FN": 198, + "FP": 1898, + "IoU": 0.7644414475162958, + "TN": 516798, + "TP": 6802, + "n_pred": 8700, + "n_ref": 7000 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6686503719447396, + "FN": 1492, + "FP": 67, + "IoU": 0.5022349936143039, + "TN": 522564, + "TP": 1573, + "n_pred": 1640, + "n_ref": 3065 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9735524998682893, + "FN": 411, + "FP": 593, + "IoU": 0.9484678950880254, + "TN": 506213, + "TP": 18479, + "n_pred": 19072, + "n_ref": 18890 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.42207143232865185, + "FN": 2329, + "FP": 8658, + "IoU": 0.26748449896659776, + "TN": 510697, + "TP": 4012, + "n_pred": 12670, + "n_ref": 6341 + }, + "7": { + "Dice": 0.953750792848977, + "FN": 8032, + "FP": 4145, + "IoU": 0.9115904569677785, + "TN": 387962, + "TP": 125557, + "n_pred": 129702, + "n_ref": 133589 + }, + "8": { + "Dice": 0.9615847449782468, + "FN": 291, + "FP": 124, + "IoU": 0.9260117668033517, + "TN": 520087, + "TP": 5194, + "n_pred": 5318, + "n_ref": 5485 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0249.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0249.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9446708243712102, + "FN": 123, + "FP": 4996, + "IoU": 0.8951432843769843, + "TN": 827341, + "TP": 43700, + "n_pred": 48696, + "n_ref": 43823 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.028169014084507043, + "FN": 0, + "FP": 69, + "IoU": 0.014285714285714285, + "TN": 876090, + "TP": 1, + "n_pred": 70, + "n_ref": 1 + }, + "14": { + "Dice": 0.04980252180708387, + "FN": 1587, + "FP": 88391, + "IoU": 0.025537168601628833, + "TN": 783824, + "TP": 2358, + "n_pred": 90749, + "n_ref": 3945 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 27428, + "IoU": 0.0, + "TN": 848732, + "TP": 0, + "n_pred": 27428, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.944995638901003, + "FN": 514, + "FP": 1504, + "IoU": 0.895726760708934, + "TN": 856807, + "TP": 17335, + "n_pred": 18839, + "n_ref": 17849 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 51948, + "IoU": 0.0, + "TN": 824212, + "TP": 0, + "n_pred": 51948, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0264.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0264.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9353683561111037, + "FN": 3344, + "FP": 1475, + "IoU": 0.8785840262030739, + "TN": 135542, + "TP": 34871, + "n_pred": 36346, + "n_ref": 38215 + }, + "10": { + "Dice": 0.0, + "FN": 1274, + "FP": 0, + "IoU": 0.0, + "TN": 173958, + "TP": 0, + "n_pred": 0, + "n_ref": 1274 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.6995183401259726, + "FN": 5, + "FP": 806, + "IoU": 0.5378917378917379, + "TN": 173477, + "TP": 944, + "n_pred": 1750, + "n_ref": 949 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 20, + "IoU": 0.0, + "TN": 175212, + "TP": 0, + "n_pred": 20, + "n_ref": 0 + }, + "7": { + "Dice": 0.9650975216307377, + "FN": 1184, + "FP": 244, + "IoU": 0.9325492418874876, + "TN": 154061, + "TP": 19743, + "n_pred": 19987, + "n_ref": 20927 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0281.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0281.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9469922572960096, + "FN": 1460, + "FP": 854, + "IoU": 0.8993212669683258, + "TN": 677944, + "TP": 20670, + "n_pred": 21524, + "n_ref": 22130 + }, + "10": { + "Dice": 0.8967477673075632, + "FN": 3421, + "FP": 5805, + "IoU": 0.812822073442889, + "TN": 651638, + "TP": 40064, + "n_pred": 45869, + "n_ref": 43485 + }, + "11": { + "Dice": 0.5333333333333333, + "FN": 7, + "FP": 0, + "IoU": 0.36363636363636365, + "TN": 700917, + "TP": 4, + "n_pred": 4, + "n_ref": 11 + }, + "12": { + "Dice": 0.7779806206993399, + "FN": 686, + "FP": 895, + "IoU": 0.636635256262928, + "TN": 696577, + "TP": 2770, + "n_pred": 3665, + "n_ref": 3456 + }, + "13": { + "Dice": 0.6291195966763141, + "FN": 11659, + "FP": 4231, + "IoU": 0.4589164708686621, + "TN": 671561, + "TP": 13477, + "n_pred": 17708, + "n_ref": 25136 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 15870, + "IoU": 0.0, + "TN": 685058, + "TP": 0, + "n_pred": 15870, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 178, + "IoU": 0.0, + "TN": 700750, + "TP": 0, + "n_pred": 178, + "n_ref": 0 + }, + "3": { + "Dice": 0.9686596931092026, + "FN": 692, + "FP": 848, + "IoU": 0.9392241209203205, + "TN": 675589, + "TP": 23799, + "n_pred": 24647, + "n_ref": 24491 + }, + "4": { + "Dice": 0.10112359550561797, + "FN": 12, + "FP": 1268, + "IoU": 0.05325443786982249, + "TN": 699576, + "TP": 72, + "n_pred": 1340, + "n_ref": 84 + }, + "5": { + "Dice": 0.3171307220386975, + "FN": 1447, + "FP": 0, + "IoU": 0.18844643858665172, + "TN": 699145, + "TP": 336, + "n_pred": 336, + "n_ref": 1783 + }, + "6": { + "Dice": 0.8588720770288858, + "FN": 899, + "FP": 127, + "IoU": 0.7526518804243009, + "TN": 696780, + "TP": 3122, + "n_pred": 3249, + "n_ref": 4021 + }, + "7": { + "Dice": 0.9359053973706811, + "FN": 1495, + "FP": 3356, + "IoU": 0.8795321346975266, + "TN": 660660, + "TP": 35417, + "n_pred": 38773, + "n_ref": 36912 + }, + "8": { + "Dice": 0.9520065996991314, + "FN": 622, + "FP": 1356, + "IoU": 0.9084089646230783, + "TN": 679332, + "TP": 19618, + "n_pred": 20974, + "n_ref": 20240 + }, + "9": { + "Dice": 0.9188527327371897, + "FN": 652, + "FP": 1535, + "IoU": 0.8498867458301874, + "TN": 686359, + "TP": 12382, + "n_pred": 13917, + "n_ref": 13034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0302.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0302.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9748868239218489, + "FN": 3717, + "FP": 499, + "IoU": 0.9510040907400521, + "TN": 614880, + "TP": 81832, + "n_pred": 82331, + "n_ref": 85549 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1811, + "IoU": 0.0, + "TN": 699117, + "TP": 0, + "n_pred": 1811, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8270871026104937, + "FN": 1284, + "FP": 54, + "IoU": 0.7051564565888057, + "TN": 696390, + "TP": 3200, + "n_pred": 3254, + "n_ref": 4484 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 175, + "IoU": 0.0, + "TN": 700753, + "TP": 0, + "n_pred": 175, + "n_ref": 0 + }, + "4": { + "Dice": 0.825566577546788, + "FN": 5758, + "FP": 1223, + "IoU": 0.7029488106889068, + "TN": 677427, + "TP": 16520, + "n_pred": 17743, + "n_ref": 22278 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 87, + "IoU": 0.0, + "TN": 700841, + "TP": 0, + "n_pred": 87, + "n_ref": 0 + }, + "6": { + "Dice": 0.3835129166604912, + "FN": 249427, + "FP": 143, + "IoU": 0.23725083894155832, + "TN": 373730, + "TP": 77628, + "n_pred": 77771, + "n_ref": 327055 + }, + "7": { + "Dice": 0.0, + "FN": 2123, + "FP": 395, + "IoU": 0.0, + "TN": 698410, + "TP": 0, + "n_pred": 395, + "n_ref": 2123 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8606582589972316, + "FN": 530, + "FP": 376, + "IoU": 0.7553995680345572, + "TN": 697224, + "TP": 2798, + "n_pred": 3174, + "n_ref": 3328 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0317.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0317.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9547225599646292, + "FN": 1686, + "FP": 4868, + "IoU": 0.9133676126525055, + "TN": 975739, + "TP": 69099, + "n_pred": 73967, + "n_ref": 70785 + }, + "10": { + "Dice": 0.7308365044395487, + "FN": 14312, + "FP": 5847, + "IoU": 0.575841100847939, + "TN": 1003865, + "TP": 27368, + "n_pred": 33215, + "n_ref": 41680 + }, + "11": { + "Dice": 0.6204510507432086, + "FN": 409, + "FP": 2553, + "IoU": 0.44974921047742894, + "TN": 1046009, + "TP": 2421, + "n_pred": 4974, + "n_ref": 2830 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 248, + "IoU": 0.0, + "TN": 1051144, + "TP": 0, + "n_pred": 248, + "n_ref": 0 + }, + "13": { + "Dice": 0.26696979538811305, + "FN": 118, + "FP": 4396, + "IoU": 0.154047976011994, + "TN": 1046056, + "TP": 822, + "n_pred": 5218, + "n_ref": 940 + }, + "14": { + "Dice": 0.9226245703906015, + "FN": 4571, + "FP": 1350, + "IoU": 0.8563631070787444, + "TN": 1010170, + "TP": 35301, + "n_pred": 36651, + "n_ref": 39872 + }, + "15": { + "Dice": 0.7608324358430425, + "FN": 11749, + "FP": 10236, + "IoU": 0.6139867261298592, + "TN": 994438, + "TP": 34969, + "n_pred": 45205, + "n_ref": 46718 + }, + "2": { + "Dice": 0.9425292439687769, + "FN": 3786, + "FP": 4011, + "IoU": 0.8913052569946887, + "TN": 979659, + "TP": 63936, + "n_pred": 67947, + "n_ref": 67722 + }, + "3": { + "Dice": 0.8790313191291187, + "FN": 534, + "FP": 2583, + "IoU": 0.784171167428334, + "TN": 1036950, + "TP": 11325, + "n_pred": 13908, + "n_ref": 11859 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9599340053885509, + "FN": 2252, + "FP": 3042, + "IoU": 0.9229548993640214, + "TN": 982679, + "TP": 63419, + "n_pred": 66461, + "n_ref": 65671 + }, + "7": { + "Dice": 0.8881267970191487, + "FN": 14063, + "FP": 3096, + "IoU": 0.7987662573737232, + "TN": 966123, + "TP": 68110, + "n_pred": 71206, + "n_ref": 82173 + }, + "8": { + "Dice": 0.94541822721598, + "FN": 240, + "FP": 853, + "IoU": 0.8964864096978881, + "TN": 1040833, + "TP": 9466, + "n_pred": 10319, + "n_ref": 9706 + }, + "9": { + "Dice": 0.8603483138738504, + "FN": 1583, + "FP": 558, + "IoU": 0.7549221611721612, + "TN": 1042656, + "TP": 6595, + "n_pred": 7153, + "n_ref": 8178 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0358.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0358.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9836450567846519, + "FN": 1121, + "FP": 1595, + "IoU": 0.9678164733206147, + "TN": 441305, + "TP": 81675, + "n_pred": 83270, + "n_ref": 82796 + }, + "10": { + "Dice": 0.8752877454299255, + "FN": 204, + "FP": 717, + "IoU": 0.7782326029376354, + "TN": 521543, + "TP": 3232, + "n_pred": 3949, + "n_ref": 3436 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7122617207624936, + "FN": 1349, + "FP": 885, + "IoU": 0.5531106221244249, + "TN": 520697, + "TP": 2765, + "n_pred": 3650, + "n_ref": 4114 + }, + "6": { + "Dice": 0.9501647308278144, + "FN": 5718, + "FP": 1709, + "IoU": 0.9050607830855565, + "TN": 447467, + "TP": 70802, + "n_pred": 72511, + "n_ref": 76520 + }, + "7": { + "Dice": 0.9699275753972544, + "FN": 508, + "FP": 2274, + "IoU": 0.9416110481467489, + "TN": 478050, + "TP": 44864, + "n_pred": 47138, + "n_ref": 45372 + }, + "8": { + "Dice": 0.9577393890859169, + "FN": 1045, + "FP": 802, + "IoU": 0.9189058658236741, + "TN": 502920, + "TP": 20929, + "n_pred": 21731, + "n_ref": 21974 + }, + "9": { + "Dice": 0.8498701298701299, + "FN": 220, + "FP": 6716, + "IoU": 0.7389340560072267, + "TN": 499128, + "TP": 19632, + "n_pred": 26348, + "n_ref": 19852 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0371.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0371.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.015435501653803748, + "FN": 240, + "FP": 4225, + "IoU": 0.0077777777777777776, + "TN": 871660, + "TP": 35, + "n_pred": 4260, + "n_ref": 275 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5574554145982717, + "FN": 2847, + "FP": 14002, + "IoU": 0.3864389497833291, + "TN": 848699, + "TP": 10612, + "n_pred": 24614, + "n_ref": 13459 + }, + "14": { + "Dice": 0.2899040696445928, + "FN": 32777, + "FP": 829, + "IoU": 0.1695250333613404, + "TN": 835694, + "TP": 6860, + "n_pred": 7689, + "n_ref": 39637 + }, + "15": { + "Dice": 0.6580812354558917, + "FN": 10519, + "FP": 28271, + "IoU": 0.4904031844874473, + "TN": 800041, + "TP": 37329, + "n_pred": 65600, + "n_ref": 47848 + }, + "2": { + "Dice": 0.8340807174887892, + "FN": 26, + "FP": 11, + "IoU": 0.7153846153846154, + "TN": 876030, + "TP": 93, + "n_pred": 104, + "n_ref": 119 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9221949221949222, + "FN": 344, + "FP": 1176, + "IoU": 0.8556231003039514, + "TN": 865632, + "TP": 9008, + "n_pred": 10184, + "n_ref": 9352 + }, + "9": { + "Dice": 0.8829778672032194, + "FN": 1097, + "FP": 1811, + "IoU": 0.7904748180704662, + "TN": 862281, + "TP": 10971, + "n_pred": 12782, + "n_ref": 12068 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0374.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0374.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.876222551944018, + "FN": 21853, + "FP": 2256, + "IoU": 0.779711813455406, + "TN": 416253, + "TP": 85334, + "n_pred": 87590, + "n_ref": 107187 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 15642, + "IoU": 0.0, + "TN": 510054, + "TP": 0, + "n_pred": 15642, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9624505928853755, + "FN": 599, + "FP": 351, + "IoU": 0.9276190476190476, + "TN": 512571, + "TP": 12175, + "n_pred": 12526, + "n_ref": 12774 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 525691, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0398.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0398.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 37989, + "IoU": 0.0, + "TN": 312475, + "TP": 0, + "n_pred": 37989, + "n_ref": 0 + }, + "10": { + "Dice": 0.8141958967571145, + "FN": 537, + "FP": 1709, + "IoU": 0.6866192270126971, + "TN": 343297, + "TP": 4921, + "n_pred": 6630, + "n_ref": 5458 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7472476208247807, + "FN": 3112, + "FP": 2306, + "IoU": 0.596484695017502, + "TN": 337037, + "TP": 8009, + "n_pred": 10315, + "n_ref": 11121 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7790055248618785, + "FN": 35, + "FP": 45, + "IoU": 0.6380090497737556, + "TN": 350243, + "TP": 141, + "n_pred": 186, + "n_ref": 176 + }, + "3": { + "Dice": 0.9562189189555415, + "FN": 1594, + "FP": 1637, + "IoU": 0.9161106062573023, + "TN": 311949, + "TP": 35284, + "n_pred": 36921, + "n_ref": 36878 + }, + "4": { + "Dice": 0.8877312735764326, + "FN": 1781, + "FP": 1344, + "IoU": 0.7981266149870802, + "TN": 334984, + "TP": 12355, + "n_pred": 13699, + "n_ref": 14136 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9313502701084516, + "FN": 2054, + "FP": 8036, + "IoU": 0.8715206152749128, + "TN": 271930, + "TP": 68444, + "n_pred": 76480, + "n_ref": 70498 + }, + "7": { + "Dice": 0.5084745762711864, + "FN": 9, + "FP": 20, + "IoU": 0.3409090909090909, + "TN": 350420, + "TP": 15, + "n_pred": 35, + "n_ref": 24 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.3116883116883117, + "FN": 12, + "FP": 41, + "IoU": 0.18461538461538463, + "TN": 350399, + "TP": 12, + "n_pred": 53, + "n_ref": 24 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0400.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0400.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8490566037735849, + "FN": 81, + "FP": 79, + "IoU": 0.7377049180327869, + "TN": 1226014, + "TP": 450, + "n_pred": 529, + "n_ref": 531 + }, + "10": { + "Dice": 0.9410534360356374, + "FN": 1646, + "FP": 1285, + "IoU": 0.8886694268241729, + "TN": 1200297, + "TP": 23396, + "n_pred": 24681, + "n_ref": 25042 + }, + "11": { + "Dice": 0.7349031522977592, + "FN": 1808, + "FP": 984, + "IoU": 0.580906634644251, + "TN": 1219962, + "TP": 3870, + "n_pred": 4854, + "n_ref": 5678 + }, + "12": { + "Dice": 0.8325764456554647, + "FN": 147, + "FP": 406, + "IoU": 0.7131742738589212, + "TN": 1224696, + "TP": 1375, + "n_pred": 1781, + "n_ref": 1522 + }, + "13": { + "Dice": 0.7657758874354653, + "FN": 9541, + "FP": 7971, + "IoU": 0.6204512451505234, + "TN": 1180485, + "TP": 28627, + "n_pred": 36598, + "n_ref": 38168 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.2959293560198148, + "FN": 0, + "FP": 3269, + "IoU": 0.1736602628918099, + "TN": 1222668, + "TP": 687, + "n_pred": 3956, + "n_ref": 687 + }, + "2": { + "Dice": 0.9256652840564851, + "FN": 1449, + "FP": 146, + "IoU": 0.8616172132569843, + "TN": 1215098, + "TP": 9931, + "n_pred": 10077, + "n_ref": 11380 + }, + "3": { + "Dice": 0.9704245086530087, + "FN": 1499, + "FP": 1625, + "IoU": 0.9425481830219214, + "TN": 1172248, + "TP": 51252, + "n_pred": 52877, + "n_ref": 52751 + }, + "4": { + "Dice": 0.9554957774716756, + "FN": 3309, + "FP": 2862, + "IoU": 0.9147840256296951, + "TN": 1154208, + "TP": 66245, + "n_pred": 69107, + "n_ref": 69554 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9759903815051479, + "FN": 5590, + "FP": 2278, + "IoU": 0.9531066543493161, + "TN": 1058839, + "TP": 159917, + "n_pred": 162195, + "n_ref": 165507 + }, + "7": { + "Dice": 0.46761274046042256, + "FN": 7228, + "FP": 1213, + "IoU": 0.3051531116233125, + "TN": 1214476, + "TP": 3707, + "n_pred": 4920, + "n_ref": 10935 + }, + "8": { + "Dice": 0.9472898312677318, + "FN": 88, + "FP": 265, + "IoU": 0.8998581560283688, + "TN": 1223099, + "TP": 3172, + "n_pred": 3437, + "n_ref": 3260 + }, + "9": { + "Dice": 0.9545875031536456, + "FN": 1397, + "FP": 763, + "IoU": 0.9131204247445901, + "TN": 1201762, + "TP": 22702, + "n_pred": 23465, + "n_ref": 24099 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0403.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2964496/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset573_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-class_power_pe66_smooth_sigmoid__seed-12345/gt_segmentations/amos_0403.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": 0.5892781549192747, + "FN": 4346.103999999999, + "FP": 4993.110222222222, + "IoU": 0.5051533939565822, + "TN": 908190.0257777779, + "TP": 17041.42666666667, + "n_pred": 22034.536888888888, + "n_ref": 21387.530666666666 + }, + "mean": { + "1": { + "Dice": 0.6866822820756927, + "FN": 3848.06, + "FP": 2537.28, + "IoU": 0.628040513163616, + "TN": 904061.0333333334, + "TP": 24124.293333333335, + "n_pred": 26661.573333333334, + "n_ref": 27972.353333333333 + }, + "10": { + "Dice": 0.6239897114659692, + "FN": 3570.6133333333332, + "FP": 2794.246666666667, + "IoU": 0.5120617631836548, + "TN": 919065.4666666666, + "TP": 9140.34, + "n_pred": 11934.586666666666, + "n_ref": 12710.953333333333 + }, + "11": { + "Dice": 0.4540795029816884, + "FN": 299.44, + "FP": 230.03333333333336, + "IoU": 0.33969269575274075, + "TN": 933521.4199999999, + "TP": 519.7733333333333, + "n_pred": 749.8066666666666, + "n_ref": 819.2133333333334 + }, + "12": { + "Dice": 0.38438696253857624, + "FN": 398.24666666666667, + "FP": 308.15333333333336, + "IoU": 0.2894200042442272, + "TN": 933278.28, + "TP": 585.9866666666667, + "n_pred": 894.1400000000001, + "n_ref": 984.2333333333333 + }, + "13": { + "Dice": 0.500974282581214, + "FN": 3411.626666666667, + "FP": 3106.9266666666667, + "IoU": 0.39158700745347286, + "TN": 920967.24, + "TP": 7084.873333333334, + "n_pred": 10191.8, + "n_ref": 10496.5 + }, + "14": { + "Dice": 0.49583220798699, + "FN": 7760.406666666667, + "FP": 6965.153333333334, + "IoU": 0.40575243775341374, + "TN": 909188.8933333333, + "TP": 10656.213333333333, + "n_pred": 17621.366666666665, + "n_ref": 18416.620000000003 + }, + "15": { + "Dice": 0.4003357967930201, + "FN": 3132.166666666667, + "FP": 5141.286666666667, + "IoU": 0.31641952163403847, + "TN": 919773.9266666665, + "TP": 6523.286666666666, + "n_pred": 11664.573333333332, + "n_ref": 9655.453333333335 + }, + "2": { + "Dice": 0.6726951209006888, + "FN": 3517.8066666666664, + "FP": 4453.4800000000005, + "IoU": 0.6133591343316, + "TN": 906723.8733333334, + "TP": 19875.506666666668, + "n_pred": 24328.986666666668, + "n_ref": 23393.31333333333 + }, + "3": { + "Dice": 0.6637000941503151, + "FN": 6860.133333333334, + "FP": 3673.8, + "IoU": 0.6091780203013907, + "TN": 903991.6266666666, + "TP": 20045.106666666667, + "n_pred": 23718.906666666666, + "n_ref": 26905.239999999998 + }, + "4": { + "Dice": 0.4617315660862465, + "FN": 2196.2, + "FP": 2168.92, + "IoU": 0.3885733644832001, + "TN": 924026.5200000001, + "TP": 6179.026666666667, + "n_pred": 8347.946666666667, + "n_ref": 8375.226666666666 + }, + "5": { + "Dice": 0.4510739005121233, + "FN": 1147.2, + "FP": 574.9266666666666, + "IoU": 0.35412050213733504, + "TN": 931219.4666666668, + "TP": 1629.0733333333333, + "n_pred": 2204.0, + "n_ref": 2776.2733333333335 + }, + "6": { + "Dice": 0.8083473756486278, + "FN": 14759.086666666666, + "FP": 23964.333333333336, + "IoU": 0.735481407018685, + "TN": 810970.6799999999, + "TP": 84876.56666666668, + "n_pred": 108840.9, + "n_ref": 99635.65333333332 + }, + "7": { + "Dice": 0.6136717935355038, + "FN": 11292.253333333334, + "FP": 16013.513333333332, + "IoU": 0.5305415004422883, + "TN": 868954.9733333333, + "TP": 38309.926666666666, + "n_pred": 54323.44, + "n_ref": 49602.18000000001 + }, + "8": { + "Dice": 0.8382767022787391, + "FN": 1359.9866666666665, + "FP": 1122.093333333333, + "IoU": 0.7768535784129188, + "TN": 916454.8733333334, + "TP": 15633.713333333337, + "n_pred": 16755.806666666667, + "n_ref": 16993.7 + }, + "9": { + "Dice": 0.783395024253726, + "FN": 1638.3333333333335, + "FP": 1842.5066666666667, + "IoU": 0.6862194590361524, + "TN": 920652.1133333333, + "TP": 10437.713333333333, + "n_pred": 12280.220000000001, + "n_ref": 12076.046666666667 + } + } + } +} \ No newline at end of file